From bbbdf679ce00c537b2072dca6401909b1df5fe11 Mon Sep 17 00:00:00 2001 From: Emily Browning Date: Tue, 18 Nov 2025 13:29:47 -0900 Subject: [PATCH 1/7] begin to add xarray capability and add new variables in coords --- mhkit/river/io/d3d.py | 12 ++++++++++-- 1 file changed, 10 insertions(+), 2 deletions(-) diff --git a/mhkit/river/io/d3d.py b/mhkit/river/io/d3d.py index 7295d7e11..b4c854264 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"][:], @@ -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"][:], From bb27980efaa51deaed38c850db6b0186ba3cea21 Mon Sep 17 00:00:00 2001 From: Emily Browning Date: Wed, 19 Nov 2025 10:18:15 -0900 Subject: [PATCH 2/7] fix waterdepth name --- mhkit/river/io/d3d.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mhkit/river/io/d3d.py b/mhkit/river/io/d3d.py index b4c854264..f0491e69d 100644 --- a/mhkit/river/io/d3d.py +++ b/mhkit/river/io/d3d.py @@ -257,7 +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 = { From 82ad06a5d9f1b1137b8ed5f510ce0bfcb2e59830 Mon Sep 17 00:00:00 2001 From: Emily Browning Date: Mon, 24 Nov 2025 11:27:09 -0900 Subject: [PATCH 3/7] add grid_convergence_index calculation --- mhkit/river/io/d3d.py | 26 ++++++++++++++++++++++++++ 1 file changed, 26 insertions(+) diff --git a/mhkit/river/io/d3d.py b/mhkit/river/io/d3d.py index f0491e69d..16f7af10c 100644 --- a/mhkit/river/io/d3d.py +++ b/mhkit/river/io/d3d.py @@ -894,3 +894,29 @@ 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 \ No newline at end of file From 985dca2218865bc114ae09c5651126e3bd46ed7c Mon Sep 17 00:00:00 2001 From: Emily Browning Date: Mon, 24 Nov 2025 11:27:53 -0900 Subject: [PATCH 4/7] add example of finding grid convergence --- examples/grid_convergence.ipynb | 534 ++++++++++++++++++++++++++++++++ 1 file changed, 534 insertions(+) create mode 100644 examples/grid_convergence.ipynb diff --git a/examples/grid_convergence.ipynb b/examples/grid_convergence.ipynb new file mode 100644 index 000000000..4e07faa5a --- /dev/null +++ b/examples/grid_convergence.ipynb @@ -0,0 +1,534 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "8a52864e", + "metadata": {}, + "source": [ + "# Grid 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. 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", + "*** Note: should I add more into about the model or a picture or plot of the total area?\n", + "\n", + "First the Delft3d moduel for MHKiT is imported along with sevreal other python packages. " + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "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 pandas as pd\n", + "import numpy as np\n", + "import netCDF4" + ] + }, + { + "cell_type": "markdown", + "id": "2ab347c4", + "metadata": {}, + "source": [ + "## Load data" + ] + }, + { + "cell_type": "markdown", + "id": "57c788ab", + "metadata": {}, + "source": [ + "### Load Centerline Points\n", + "\n", + "***Note: it might be useful to include how I got the centerline points althoug I would alos have to import the shape of the river ***\n", + "\n", + "The centerline points are found using the shape of the rive and the x and y in UTM cordinates are saved in a CSV file. This CSV file is read in and the first 5 rows are shown." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "0d544588", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 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" + ] + } + ], + "source": [ + "# Load the CSV file into a DataFrame\n", + "centerline_points = pd.read_csv('centerline_points.csv')\n", + "\n", + "# Display the first few rows of the DataFrame\n", + "print(centerline_points.head())" + ] + }, + { + "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": null, + "id": "be06f1b2", + "metadata": {}, + "outputs": [], + "source": [ + "# Load the NetCDF file\n", + "dataset_8m_raw = netCDF4.Dataset('FlowFM_map_8m-test.nc') #FlowFM_8m_map.nc\n", + "## Test xarray input #dataset_8m_xr = xr.open_dataset('FlowFM_8m_map.nc')\n", + "#dataset_4m_raw = netCDF4.Dataset('')\n", + "#dataset_2m_raw = netCDF4.Dataset('')\n", + "#dataset_1m_raw = netCDF4.Dataset('')\n", + "\n" + ] + }, + { + "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": 24, + "id": "ff69cb2f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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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", + "10277 401116.829970 7.161638e+06 0.0 121.468827 0.0 \n", + "10278 401106.576268 7.161643e+06 0.0 120.626144 0.0 \n", + "10279 401124.347511 7.161641e+06 0.0 122.397965 0.0 \n", + "10280 401114.093809 7.161646e+06 0.0 121.468827 0.0 \n", + "10281 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", + "10277 86400.0 \n", + "10278 86400.0 \n", + "10279 86400.0 \n", + "10280 86400.0 \n", + "10281 86400.0 \n", + "\n", + "[10282 rows x 6 columns]" + ] + }, + "execution_count": 24, + "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": 20, + "id": "bd1d76bf", + "metadata": {}, + "outputs": [], + "source": [ + "grid_resolutions = ['8m']# '4m', '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": null, + "id": "c4ea6a28", + "metadata": {}, + "outputs": [ + { + "ename": "KeyError", + "evalue": "'4m'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mKeyError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[23], line 3\u001b[0m\n\u001b[0;32m 1\u001b[0m plt\u001b[38;5;241m.\u001b[39mfigure(figsize\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m10\u001b[39m, \u001b[38;5;241m6\u001b[39m))\n\u001b[0;32m 2\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(centerline_points\u001b[38;5;241m.\u001b[39mx, center_line_velocity[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m8m\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;124m8m_grid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m----> 3\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(centerline_points\u001b[38;5;241m.\u001b[39mx, \u001b[43mcenter_line_velocity\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m4m\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m, 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;124m4m_grid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 4\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(centerline_points\u001b[38;5;241m.\u001b[39mx, center_line_velocity[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m2m\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;124m2m_grid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 5\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(centerline_points\u001b[38;5;241m.\u001b[39mx, center_line_velocity[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m1m\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;124m1m_grid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", + "\u001b[1;31mKeyError\u001b[0m: '4m'" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "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='b',label=\"4m_grid\")\n", + "plt.plot(centerline_points.x, center_line_velocity['2m'], marker='o', linestyle='-', color='b',label=\"2m_grid\")\n", + "plt.plot(centerline_points.x, center_line_velocity['1m'], marker='o', linestyle='-', color='b',label=\"1m_grid\")\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Depth Averaged Velocity (m/s)')\n", + "plt.grid(True)\n", + "plt.show()" + ] + }, + { + "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": null, + "id": "ad2a1d78", + "metadata": {}, + "outputs": [], + "source": [ + "grid_resolutions = ['8m']# '4m', '2m', '1m']\n", + "center_line_velocity = {}\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": null, + "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='b', label=\"4m_grid\")\n", + "plt.plot(centerline_points.x, center_line_waterlevel['2m'], marker='o', linestyle='-', color='b', label=\"2m_grid\")\n", + "plt.plot(centerline_points.x, center_line_waterlevel['1m'], marker='o', linestyle='-', color='b', 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": null, + "id": "30bba60f", + "metadata": {}, + "outputs": [ + { + "ename": "KeyError", + "evalue": "'4m'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mKeyError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[26], line 28\u001b[0m\n\u001b[0;32m 26\u001b[0m gci_results \u001b[38;5;241m=\u001b[39m {}\n\u001b[0;32m 27\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---> 28\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 29\u001b[0m coarse \u001b[38;5;241m=\u001b[39m center_line_velocity[grid_resolutions[i]]\n\u001b[0;32m 30\u001b[0m refinement_ratio \u001b[38;5;241m=\u001b[39m refinement_ratios[i]\n", + "\u001b[1;31mKeyError\u001b[0m: '4m'" + ] + } + ], + "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', '2m', '1m']\n", + "refinement_ratios = [2, 2, 2] # Refinement ratio between consecutive grids\n", + "\n", + "gci_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_results[f\"{grid_resolutions[i]}-{grid_resolutions[i + 1]}\"] = calculate_grid_convergence_index(\n", + " fine, coarse, refinement_ratio\n", + " )\n", + "\n", + "# Print GCI results\n", + "for key, value in gci_results.items():\n", + " print(f\"GCI between {key}: {value}\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5ba67eac", + "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 +} From bb1f2182ac063051b3f23002461dc74369c421d4 Mon Sep 17 00:00:00 2001 From: Emily Browning Date: Mon, 1 Dec 2025 11:01:39 -0900 Subject: [PATCH 5/7] black formatting --- mhkit/river/io/d3d.py | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/mhkit/river/io/d3d.py b/mhkit/river/io/d3d.py index 16f7af10c..847795a82 100644 --- a/mhkit/river/io/d3d.py +++ b/mhkit/river/io/d3d.py @@ -894,7 +894,11 @@ 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): + + +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 @@ -904,7 +908,7 @@ def calculate_grid_convergence_index(fine_grid, coarse_grid, refinement_ratio,fa Results from the finer grid. coarse_grid: numpy.ndarray Results from the coarser grid. - refinement_ratio: float + refinement_ratio: float Refinement ratio between the grids. order: int Order of accuracy (default is 2). @@ -919,4 +923,4 @@ def calculate_grid_convergence_index(fine_grid, coarse_grid, refinement_ratio,fa # Calculate the GCI gci = (factor_of_safety * error) / (refinement_ratio**order - 1) - return gci \ No newline at end of file + return gci From d2abb6fc6c0b7458ecfa535057bfd77cf27fef2b Mon Sep 17 00:00:00 2001 From: Emily Browning Date: Fri, 5 Dec 2025 11:01:23 -0900 Subject: [PATCH 6/7] add centerline calculation and TRTS intro --- examples/grid_convergence.ipynb | 269 ++++++++++++++++++++++++++------ 1 file changed, 224 insertions(+), 45 deletions(-) diff --git a/examples/grid_convergence.ipynb b/examples/grid_convergence.ipynb index 4e07faa5a..5479d551c 100644 --- a/examples/grid_convergence.ipynb +++ b/examples/grid_convergence.ipynb @@ -6,16 +6,16 @@ "metadata": {}, "source": [ "# Grid 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. 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", + "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", - "*** Note: should I add more into about the model or a picture or plot of the total area?\n", + " \n", "\n", "First the Delft3d moduel for MHKiT is imported along with sevreal other python packages. " ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 1, "id": "1bdeb6cd", "metadata": {}, "outputs": [], @@ -23,9 +23,12 @@ "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 netCDF4" + "import pygeoops\n", + "import netCDF4\n", + "\n" ] }, { @@ -38,67 +41,243 @@ }, { "cell_type": "markdown", - "id": "57c788ab", + "id": "5a153432", "metadata": {}, "source": [ - "### Load Centerline Points\n", + "### Load Delft3d Data\n", "\n", - "***Note: it might be useful to include how I got the centerline points althoug I would alos have to import the shape of the river ***\n", + "Load the Delft3D model output for all the grid lenghs: 8m, 4m, 2m, and 1m. \n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "be06f1b2", + "metadata": {}, + "outputs": [], + "source": [ + "# Load the NetCDF file\n", + "dataset_8m_raw = netCDF4.Dataset('FlowFM_map_8m-test.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('')\n", + "#dataset_2m_raw = netCDF4.Dataset('')\n", + "#dataset_1m_raw = netCDF4.Dataset('')\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "6f327230", + "metadata": {}, + "source": [ + "### Load River Shape \n", "\n", - "The centerline points are found using the shape of the rive and the x and y in UTM cordinates are saved in a CSV file. This CSV file is read in and the first 5 rows are shown." + "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": "0d544588", + "execution_count": 4, + "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": null, + "id": "f1c54ad4", "metadata": {}, "outputs": [ { - "name": "stdout", + "name": "stderr", "output_type": "stream", "text": [ - " 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" + "C:\\Users\\ashly\\AppData\\Local\\Temp\\ipykernel_39752\\3746482274.py:1: 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_39752\\3746482274.py:18: 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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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "# Load the CSV file into a DataFrame\n", - "centerline_points = pd.read_csv('centerline_points.csv')\n", + "# Calculate the centerline using pygeoops\n", + "river =combined_geometry.geometry.unary_union\n", + "centerline_py= pygeoops.centerline(river)\n", "\n", - "# Display the first few rows of the DataFrame\n", - "print(centerline_points.head())" - ] - }, - { - "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" + "# 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.title('Centerline with River Shape')\n", + "plt.grid(True)\n", + "plt.show()" ] }, { "cell_type": "code", - "execution_count": null, - "id": "be06f1b2", + "execution_count": 6, + "id": "ff984de5", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[(400929.3368891948, 7161511.636527874),\n", + " (400930.98820063996, 7161505.419773618),\n", + " (400932.6395120852, 7161499.203019362),\n", + " (400934.29082353035, 7161492.986265106),\n", + " (400935.9421349756, 7161486.76951085),\n", + " (400937.59344642074, 7161480.5527565945),\n", + " (400939.2447578659, 7161474.336002339),\n", + " (400940.89606931113, 7161468.119248083),\n", + " (400942.5473807563, 7161461.902493827),\n", + " (400944.1986922015, 7161455.685739571),\n", + " (400945.8500036467, 7161449.468985315),\n", + " (400947.50131509185, 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(400982.17885544087, 7161312.700391687),\n", + " (400983.83016688604, 7161306.483637432),\n", + " (400985.4814783312, 7161300.266883176),\n", + " (400987.1327897764, 7161294.05012892),\n", + " (400988.7841012216, 7161287.833374664),\n", + " (400990.4354126668, 7161281.616620408),\n", + " (400992.086724112, 7161275.399866153),\n", + " (400993.73803555715, 7161269.183111897),\n", + " (400995.3893470024, 7161262.966357641),\n", + " (400997.04065844754, 7161256.749603385),\n", + " (400998.69196989277, 7161250.532849129),\n", + " (401000.34328133793, 7161244.3160948735),\n", + " (401001.9945927831, 7161238.099340618),\n", + " (401003.6459042283, 7161231.882586362),\n", + " (401005.2972156735, 7161225.665832106),\n", + " (401006.9485271187, 7161219.44907785),\n", + " (401008.5998385639, 7161213.232323594),\n", + " (401010.25115000905, 7161207.015569339),\n", + " (401011.9024614543, 7161200.798815082),\n", + " (401013.55377289944, 7161194.582060826),\n", + " (401015.2050843446, 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(401049.8826246936, 7161057.813467198),\n", + " (401051.5339361388, 7161051.596712942),\n", + " (401053.185247584, 7161045.379958686),\n", + " (401054.8365590292, 7161039.163204431),\n", + " (401056.48787047435, 7161032.946450175),\n", + " (401058.13918191957, 7161026.729695919),\n", + " (401059.79049336474, 7161020.512941663),\n", + " (401061.44180480996, 7161014.296187407),\n", + " (401063.0931162551, 7161008.0794331515),\n", + " (401064.7444277003, 7161001.862678896),\n", + " (401066.3957391455, 7160995.64592464),\n", + " (401068.0470505907, 7160989.429170384),\n", + " (401069.69836203585, 7160983.212416128),\n", + " (401071.3496734811, 7160976.995661872),\n", + " (401073.00098492624, 7160970.778907617),\n", + " (401074.65229637147, 7160964.562153361),\n", + " (401076.30360781663, 7160958.345399105),\n", + " (401077.9549192618, 7160952.128644849),\n", + " (401079.606230707, 7160945.911890593),\n", + " (401081.2575421522, 7160939.695136338),\n", + " (401082.9088535974, 7160933.478382082),\n", + " (401084.5601650426, 7160927.261627826),\n", + " (401086.21147648775, 7160921.04487357),\n", + " (401087.862787933, 7160914.828119314),\n", + " (401089.51409937814, 7160908.611365058),\n", + " (401091.16541082336, 7160902.394610803),\n", + " (401092.81672226853, 7160896.177856547)]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "# Load the NetCDF file\n", - "dataset_8m_raw = netCDF4.Dataset('FlowFM_map_8m-test.nc') #FlowFM_8m_map.nc\n", - "## Test xarray input #dataset_8m_xr = xr.open_dataset('FlowFM_8m_map.nc')\n", - "#dataset_4m_raw = netCDF4.Dataset('')\n", - "#dataset_2m_raw = netCDF4.Dataset('')\n", - "#dataset_1m_raw = netCDF4.Dataset('')\n", - "\n" + "# 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", + "points_coordinates" ] }, { @@ -113,7 +292,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 8, "id": "ff69cb2f", "metadata": {}, "outputs": [ @@ -292,7 +471,7 @@ "[10282 rows x 6 columns]" ] }, - "execution_count": 24, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -318,7 +497,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 9, "id": "bd1d76bf", "metadata": {}, "outputs": [], @@ -338,7 +517,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "c4ea6a28", "metadata": {}, "outputs": [ @@ -349,7 +528,7 @@ "traceback": [ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[1;31mKeyError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[23], line 3\u001b[0m\n\u001b[0;32m 1\u001b[0m plt\u001b[38;5;241m.\u001b[39mfigure(figsize\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m10\u001b[39m, \u001b[38;5;241m6\u001b[39m))\n\u001b[0;32m 2\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(centerline_points\u001b[38;5;241m.\u001b[39mx, center_line_velocity[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m8m\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;124m8m_grid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m----> 3\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(centerline_points\u001b[38;5;241m.\u001b[39mx, \u001b[43mcenter_line_velocity\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m4m\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m, 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;124m4m_grid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 4\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(centerline_points\u001b[38;5;241m.\u001b[39mx, center_line_velocity[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m2m\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;124m2m_grid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 5\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(centerline_points\u001b[38;5;241m.\u001b[39mx, center_line_velocity[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m1m\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;124m1m_grid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", + "Cell \u001b[1;32mIn[10], line 4\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;241m10\u001b[39m, \u001b[38;5;241m6\u001b[39m))\n\u001b[0;32m 3\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(centerline_points\u001b[38;5;241m.\u001b[39mx, center_line_velocity[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m8m\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;124m8m_grid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m----> 4\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(centerline_points\u001b[38;5;241m.\u001b[39mx, \u001b[43mcenter_line_velocity\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m4m\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m, 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;124m4m_grid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 5\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(centerline_points\u001b[38;5;241m.\u001b[39mx, center_line_velocity[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m2m\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;124m2m_grid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 6\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(centerline_points\u001b[38;5;241m.\u001b[39mx, center_line_velocity[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m1m\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;124m1m_grid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", "\u001b[1;31mKeyError\u001b[0m: '4m'" ] }, From 35f8d70236a48470cdb4400919d6800ba66a66b2 Mon Sep 17 00:00:00 2001 From: Emily Browning Date: Thu, 29 Jan 2026 15:15:48 -0900 Subject: [PATCH 7/7] add time convergence --- examples/grid_convergence.ipynb | 960 +++++++++++++++++++++++++------- 1 file changed, 759 insertions(+), 201 deletions(-) diff --git a/examples/grid_convergence.ipynb b/examples/grid_convergence.ipynb index 5479d551c..743e11a03 100644 --- a/examples/grid_convergence.ipynb +++ b/examples/grid_convergence.ipynb @@ -15,7 +15,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 10, "id": "1bdeb6cd", "metadata": {}, "outputs": [], @@ -51,18 +51,17 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 11, "id": "be06f1b2", "metadata": {}, "outputs": [], "source": [ "# Load the NetCDF file\n", - "dataset_8m_raw = netCDF4.Dataset('FlowFM_map_8m-test.nc') #FlowFM_8m_map.nc # test was run on th HPC cluster\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('')\n", - "#dataset_2m_raw = netCDF4.Dataset('')\n", - "#dataset_1m_raw = netCDF4.Dataset('')\n", - "\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')" ] }, { @@ -77,7 +76,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 12, "id": "af932c27", "metadata": {}, "outputs": [], @@ -99,7 +98,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "f1c54ad4", "metadata": {}, "outputs": [ @@ -107,16 +106,16 @@ "name": "stderr", "output_type": "stream", "text": [ - "C:\\Users\\ashly\\AppData\\Local\\Temp\\ipykernel_39752\\3746482274.py:1: DeprecationWarning: The 'unary_union' attribute is deprecated, use the 'union_all()' method instead.\n", + "C:\\Users\\ashly\\AppData\\Local\\Temp\\ipykernel_26888\\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_39752\\3746482274.py:18: UserWarning: Legend does not support handles for PatchCollection instances.\n", + "C:\\Users\\ashly\\AppData\\Local\\Temp\\ipykernel_26888\\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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", 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" (400998.69196989277, 7161250.532849129),\n", - " (401000.34328133793, 7161244.3160948735),\n", - " (401001.9945927831, 7161238.099340618),\n", - " (401003.6459042283, 7161231.882586362),\n", - " (401005.2972156735, 7161225.665832106),\n", - " (401006.9485271187, 7161219.44907785),\n", - " (401008.5998385639, 7161213.232323594),\n", - " (401010.25115000905, 7161207.015569339),\n", - " (401011.9024614543, 7161200.798815082),\n", - " (401013.55377289944, 7161194.582060826),\n", - " (401015.2050843446, 7161188.36530657),\n", - " (401016.85639578983, 7161182.148552314),\n", - " (401018.507707235, 7161175.931798059),\n", - " (401020.1590186802, 7161169.715043803),\n", - " (401021.8103301254, 7161163.498289547),\n", - " (401023.46164157055, 7161157.281535291),\n", - " (401025.1129530158, 7161151.064781035),\n", - " (401026.76426446094, 7161144.8480267795),\n", - " (401028.41557590617, 7161138.631272524),\n", - " (401030.06688735134, 7161132.414518268),\n", - " (401031.7181987965, 7161126.197764012),\n", - " (401033.3695102417, 7161119.981009756),\n", - " (401035.0208216869, 7161113.7642555),\n", - " (401036.6721331321, 7161107.547501245),\n", - " (401038.3234445773, 7161101.330746989),\n", - " (401039.97475602245, 7161095.113992733),\n", - " (401041.6260674677, 7161088.897238477),\n", - " (401043.27737891284, 7161082.680484221),\n", - " (401044.92869035807, 7161076.4637299655),\n", - " (401046.58000180323, 7161070.24697571),\n", - " (401048.2313132484, 7161064.030221454),\n", - " (401049.8826246936, 7161057.813467198),\n", - " (401051.5339361388, 7161051.596712942),\n", - " (401053.185247584, 7161045.379958686),\n", - " (401054.8365590292, 7161039.163204431),\n", - " (401056.48787047435, 7161032.946450175),\n", - " (401058.13918191957, 7161026.729695919),\n", - " (401059.79049336474, 7161020.512941663),\n", - " (401061.44180480996, 7161014.296187407),\n", - " (401063.0931162551, 7161008.0794331515),\n", - " (401064.7444277003, 7161001.862678896),\n", - " (401066.3957391455, 7160995.64592464),\n", - " (401068.0470505907, 7160989.429170384),\n", - " (401069.69836203585, 7160983.212416128),\n", - " (401071.3496734811, 7160976.995661872),\n", - " (401073.00098492624, 7160970.778907617),\n", - " (401074.65229637147, 7160964.562153361),\n", - " (401076.30360781663, 7160958.345399105),\n", - " (401077.9549192618, 7160952.128644849),\n", - " (401079.606230707, 7160945.911890593),\n", - " (401081.2575421522, 7160939.695136338),\n", - " (401082.9088535974, 7160933.478382082),\n", - " (401084.5601650426, 7160927.261627826),\n", - " (401086.21147648775, 7160921.04487357),\n", - " (401087.862787933, 7160914.828119314),\n", - " (401089.51409937814, 7160908.611365058),\n", - " (401091.16541082336, 7160902.394610803),\n", - " (401092.81672226853, 7160896.177856547)]" + " 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": 6, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -277,7 +275,9 @@ "points_coordinates = [(point.x, point.y) for point in points_on_centerline]\n", "\n", "# Display the first 100 points\n", - "points_coordinates" + "# 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" ] }, { @@ -292,7 +292,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 15, "id": "ff69cb2f", "metadata": {}, "outputs": [ @@ -390,7 +390,7 @@ " ...\n", " \n", " \n", - " 10277\n", + " 102815\n", " 401116.829970\n", " 7.161638e+06\n", " 0.0\n", @@ -399,7 +399,7 @@ " 86400.0\n", " \n", " \n", - " 10278\n", + " 102816\n", " 401106.576268\n", " 7.161643e+06\n", " 0.0\n", @@ -408,7 +408,7 @@ " 86400.0\n", " \n", " \n", - " 10279\n", + " 102817\n", " 401124.347511\n", " 7.161641e+06\n", " 0.0\n", @@ -417,7 +417,7 @@ " 86400.0\n", " \n", " \n", - " 10280\n", + " 102818\n", " 401114.093809\n", " 7.161646e+06\n", " 0.0\n", @@ -426,7 +426,7 @@ " 86400.0\n", " \n", " \n", - " 10281\n", + " 102819\n", " 401121.611350\n", " 7.161648e+06\n", " 0.0\n", @@ -436,42 +436,42 @@ " \n", " \n", "\n", - "

10282 rows × 6 columns

\n", + "

102820 rows × 6 columns

\n", "" ], "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", - "10277 401116.829970 7.161638e+06 0.0 121.468827 0.0 \n", - "10278 401106.576268 7.161643e+06 0.0 120.626144 0.0 \n", - "10279 401124.347511 7.161641e+06 0.0 122.397965 0.0 \n", - "10280 401114.093809 7.161646e+06 0.0 121.468827 0.0 \n", - "10281 401121.611350 7.161648e+06 0.0 122.530091 0.0 \n", + " 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", - "10277 86400.0 \n", - "10278 86400.0 \n", - "10279 86400.0 \n", - "10280 86400.0 \n", - "10281 86400.0 \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", - "[10282 rows x 6 columns]" + "[102820 rows x 6 columns]" ] }, - "execution_count": 8, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -479,9 +479,9 @@ "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_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_1m =d3d.get_all_data_points(dataset_1m_raw, variable)\n", "dataset_8m" ] }, @@ -497,12 +497,12 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 16, "id": "bd1d76bf", "metadata": {}, "outputs": [], "source": [ - "grid_resolutions = ['8m']# '4m', '2m', '1m']\n", + "grid_resolutions = ['8m' ,'4m', '1m']# '2m', '1m']\n", "center_line_velocity = {}\n", "\n", "for resolution in grid_resolutions:\n", @@ -510,50 +510,50 @@ " center_line_velocity[resolution] = interp.griddata(\n", " dataset[[\"x\", \"y\"]],\n", " dataset[variable],\n", - " centerline_points[[\"x\", \"y\"]],\n", + " centerline_points[[\"x\", \"y\"]]\n", " )\n", "\n" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 17, "id": "c4ea6a28", "metadata": {}, "outputs": [ - { - "ename": "KeyError", - "evalue": "'4m'", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mKeyError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[10], line 4\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;241m10\u001b[39m, \u001b[38;5;241m6\u001b[39m))\n\u001b[0;32m 3\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(centerline_points\u001b[38;5;241m.\u001b[39mx, center_line_velocity[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m8m\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;124m8m_grid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m----> 4\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(centerline_points\u001b[38;5;241m.\u001b[39mx, \u001b[43mcenter_line_velocity\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m4m\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m, 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;124m4m_grid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 5\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(centerline_points\u001b[38;5;241m.\u001b[39mx, center_line_velocity[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m2m\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;124m2m_grid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 6\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(centerline_points\u001b[38;5;241m.\u001b[39mx, center_line_velocity[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m1m\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;124m1m_grid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", - "\u001b[1;31mKeyError\u001b[0m: '4m'" - ] - }, { "data": { - "image/png": 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", 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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['8m'], marker='o', linestyle='-', color='b',label=\"8m_grid\")\n", - "plt.plot(centerline_points.x, center_line_velocity['4m'], marker='o', linestyle='-', color='b',label=\"4m_grid\")\n", - "plt.plot(centerline_points.x, center_line_velocity['2m'], marker='o', linestyle='-', color='b',label=\"2m_grid\")\n", - "plt.plot(centerline_points.x, center_line_velocity['1m'], marker='o', linestyle='-', color='b',label=\"1m_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()" + "plt.show()\n", + "plt.legend" ] }, { @@ -568,13 +568,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "id": "ad2a1d78", "metadata": {}, "outputs": [], "source": [ - "grid_resolutions = ['8m']# '4m', '2m', '1m']\n", - "center_line_velocity = {}\n", + "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", @@ -587,13 +587,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "id": "6b0e39ed", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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"text/plain": [ "
" ] @@ -605,9 +605,9 @@ "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='b', label=\"4m_grid\")\n", - "plt.plot(centerline_points.x, center_line_waterlevel['2m'], marker='o', linestyle='-', color='b', label=\"2m_grid\")\n", - "plt.plot(centerline_points.x, center_line_waterlevel['1m'], marker='o', linestyle='-', color='b', label=\"1m_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", @@ -617,22 +617,10 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "id": "30bba60f", "metadata": {}, - "outputs": [ - { - "ename": "KeyError", - "evalue": "'4m'", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mKeyError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[26], line 28\u001b[0m\n\u001b[0;32m 26\u001b[0m gci_results \u001b[38;5;241m=\u001b[39m {}\n\u001b[0;32m 27\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---> 28\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 29\u001b[0m coarse \u001b[38;5;241m=\u001b[39m center_line_velocity[grid_resolutions[i]]\n\u001b[0;32m 30\u001b[0m refinement_ratio \u001b[38;5;241m=\u001b[39m refinement_ratios[i]\n", - "\u001b[1;31mKeyError\u001b[0m: '4m'" - ] - } - ], + "outputs": [], "source": [ "def calculate_grid_convergence_index(fine_grid, coarse_grid, refinement_ratio,factor_of_safety=1.25, order=2):\n", " \"\"\"\n", @@ -663,27 +651,597 @@ "\n", "# Example usage\n", "# Assuming `center_line_velocity` contains velocity data for different grid resolutions\n", - "grid_resolutions = ['8m', '4m', '2m', '1m']\n", + "grid_resolutions = ['8m', '4m', '1m']# '2m', '1m']\n", "refinement_ratios = [2, 2, 2] # Refinement ratio between consecutive grids\n", "\n", - "gci_results = {}\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_results[f\"{grid_resolutions[i]}-{grid_resolutions[i + 1]}\"] = calculate_grid_convergence_index(\n", + " gci_velocity_results[f\"{grid_resolutions[i]}-{grid_resolutions[i + 1]}\"] = calculate_grid_convergence_index(\n", " fine, coarse, refinement_ratio\n", " )\n", "\n", - "# Print GCI results\n", - "for key, value in gci_results.items():\n", - " print(f\"GCI between {key}: {value}\")" + "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": "cdfbca90", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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EQbApvqj0c6gVo0aNwtSpU/Hhhx/i6aefxgcffIDOnTvLDjQSEZH3GEAgIiK3brnlFrzzzjvYs2cPunTpovrjS9NDFhcX25y4HT58WNb/33rrrdi1axc+/fRTjB492u1zSY9tnYZdWVmJY8eOYcCAAR68AmD48OG4//77zcMYfv/9d8yYMcNmnaZNm6K4uNjj56hbty5iY2Pxxx9/VLvPflnTpk0hCAIaN26s2glh06ZNsXv3bhgMBqdTcTZt2hQbN25Ejx49vAqAeKJRo0b4+eefIQiCTRaC/eeoadOmAMTMFTnbYtmyZdiwYQNefPFFzJkzB/fffz/++9//etxGqU39+vWzue/w4cPm+70xduxYPPvsszh48CBWrlyJ5s2b44YbbjDf7+nnsE6dOoiPj3f4vfztt98QERFhnomladOmDoOO7rgaipCSkoJbbrkFH374IcaOHYsdO3Zg/vz5ip+DiIg8xxoIRETk1hNPPIH4+Hjcc889OHv2bLX7PbkKbC0rKwtVVVVYunSpeZnRaMTChQtl/f8//vEPpKen47HHHsPvv/9e7f5z587hhRdeAAAMGDAA0dHReOONN2za/e677+LKlSu45ZZbPHoNNWvWxODBg/HJJ59g1apViI6OxvDhw23WGTlyJHbt2oX//e9/1f7/8uXLqKqqcvkcer0eAwYMwNq1a3HmzBnz8j/++ANff/21zbrZ2dnQ6/WYNWtWte0jCAIKCwsVvkKxJsOFCxdspqW0fkxAfI1Go9E8lMNaVVWV7Kk5PZGVlYUzZ85gzZo15mWlpaV46623bNbr1KkTmjZtildffdXh0Jzz58+bfz927BimT5+O22+/HU8//TReffVVfP7553j//fc9amPnzp1Rt25dLFu2zGZ6ya+//hqHDh3y+PNnTco2mDlzJg4cOFBt6kdPP4d6vR6DBg3Cf//7X5uso7Nnz2LlypXo2bMnkpKSAIiflR9//BGfffZZtcdxtb+oUaOGuR2O3H333fj1118xffp0c80HIiLyH2YgEBGRW82bN8fKlSsxevRotGjRAmPHjkX79u0hCAKOHTuGlStXIiIiQtFYbWu33norevTogaeeegrHjx9H69atkZOTgytXrsj6/1q1auGzzz5DVlYWOnTogLvuugudOnUCAOzbtw8fffQRunfvDkC8ijpjxgzMmjULQ4YMwdChQ3H48GEsWbIEN9xwg8NaDnLdeeeduOuuu7BkyRIMHjwYNWvWtLl/+vTp+Pzzz/G3v/0NEyZMQKdOnVBSUoKffvoJa9aswfHjx22GPDjy/PPPY/369ejRowceeOABGI1GLFq0CG3btsWBAwfM6zVt2hQvvPACZsyYgePHj2P48OFITEzEsWPH8Nlnn+G+++7D448/ruj1jRs3Du+//z6mTZuGPXv2oFevXigpKcHGjRvx4IMPYtiwYejduzfuv/9+zJkzBwcOHMCgQYMQFRWFI0eOYPXq1ViwYIFNkUM1TZo0CYsWLcK4ceOwd+9epKenY8WKFYiPj7dZLyIiAu+88w5uvvlmtGnTBhMnTkSDBg2Ql5eHzZs3IykpCV988QUEQcA999yDuLg4c3Dr/vvvx6effoopU6ZgwIABNsUs5YiKisLcuXMxceJE9O7dG6NHj8bZs2exYMECZGZmYurUqV6/D40bN8aNN95ozpKwDyB48zl84YUXsGHDBvTs2RMPPvggIiMj8eabb6KiogIvv/yyzXOsWbMGd9xxB+655x506tQJFy9exOeff45ly5ahffv2Dh9f+t4+8sgjGDx4cLUgwS233ILatWtj9erVuPnmm53W2iAiIh8JwMwPREQUpP744w/hgQceEJo1aybExsYKcXFxQsuWLYV//OMfwoEDB2zWHT9+vFCjRg2Hj2M/jaMgiHPV33333UJSUpKQnJws3H333cL+/ftlTeMoOXPmjDB16lTh2muvFWJjY4X4+HihU6dOwosvvihcuXLFZt1FixYJLVu2FKKiooR69eoJDzzwgHDp0iWbdXr37i20adNGVvsFQRCKioqEuLg4AYDwwQcfOGzj1atXhRkzZgjNmjUToqOjhdTUVOHGG28UXn31VaGyslIQBMv0dq+88orDx9i0aZPQsWNHITo6WmjatKnwzjvvCI899pgQGxtbbd1PP/1U6Nmzp1CjRg2hRo0aQsuWLYWHHnpIOHz4sEevs7S0VPi///s/oXHjxkJUVJSQlpYmjBgxwmZaP0EQhLfeekvo1KmTEBcXJyQmJgrt2rUTnnjiCeHMmTMOX5PE2TSOctt34sQJYejQoUJ8fLyQmpoqTJkyxTyFpDSNo2T//v1Cdna2ULt2bSEmJkZo1KiRMHLkSGHTpk2CIAjCggULBADCp59+avN/J0+eFJKSkoSsrCyXr8XRNI6Sjz/+WOjYsaMQExMjpKSkCGPHjhVOnz5d7fU5+w65s3jxYgGA0KVLF4f3y/kcCkL1aRwFQRD27dsnDB48WEhISBDi4+OFvn37Cjt37qz2HIWFhcLkyZOFBg0aCNHR0UJGRoYwfvx44cKFC4IgOJ7GsaqqSnj44YeFOnXqCDqdzuGUjg8++KAAQFi5cqUH7wwREXlDJwhe5p0SERFRwA0fPhy//PKLeYYBolA1depUvPvuuygoKKiWXUJERL7FGghERERBpqyszObvI0eOIDc3F3369AlMg4j8pLy8HB988AFuv/12Bg+IiAKANRCIiIiCTJMmTTBhwgQ0adIEJ06cwNKlSxEdHe10Wj6iYHfu3Dls3LgRa9asQWFhIaZMmRLoJhERhSUGEIiIiILMkCFD8NFHH6GgoAAxMTHo3r07/vWvf6F58+aBbhqRT/z6668YO3Ys6tatizfeeAMdOnQIdJOIiMISayAQERERERERkVusgUBEREREREREbjGAQERERERERERusQaCh0wmE86cOYPExETodLpAN4eIiIiIiIhCnCAIuHr1KurXr4+ICP/nAzCA4KEzZ86gYcOGgW4GERERERERhZlTp04hIyPD78/LAIKHEhMTAYgbLikpKcCtCU8GgwHr16/HoEGDEBUVFejmkB1uH+3ittEubhtt4/bRLm4bbeP20S5uG21ztH2KiorQsGFD8/movzGA4CFp2EJSUhIDCAFiMBgQHx+PpKQk7vA0iNtHu7httIvbRtu4fbSL20bbuH20i9tG21xtn0ANo2cRRSIiIiIiIiJyiwEEIiIiIiIiInKLAQQiIiIiIiIicos1EIiIiIiIKKCMRiMMBkOgmxF2DAYDIiMjUV5eDqPRGOjmEAC9Xo/IyMiA1ThwhwEEIiIiIiIKmOLiYpw+fRqCIAS6KWFHEASkpaXh1KlTmj1hDUfx8fFIT0/X5DZhAIGIiIiIiALCaDTi9OnTiI+PR506dTR5whTKTCYTiouLkZCQgIgIjm4PNEEQUFlZifPnz+PYsWPIzMwMdJOqYQCBiIiIiIgCwmAwQBAE1KlTB3FxcYFuTtgxmUyorKxEbGwsAwgaERcXh6ioKJw4cUKTw3r4KSEiIiIiooBi5gGRhRTM0eKwHgYQiIiIiIiIiMgtBhCIiIiIiIiIyC0GEIiIiIiIKKgZjcCWLcBHH4m3nJHQMZ1Oh7Vr12r28axt2rQJrVq1CqnpJSsrK5GZmYkffvgh0E3xGAMIREREREQUtHJygMxMoG9fYMwY8TYzU1zuSwUFBZgyZQqaNWuG2NhY1KtXDz169MDSpUtRWlpqs+7+/ftxxx13oF69eoiNjUXz5s0xadIk/P777wCA48ePQ6fT4cCBAw6fq127dvjHP/7h8L4VK1YgJiYGFy5cUPX1yZGfn4+bb74ZgPvXoNQTTzyBZ555Bnq93rzsww8/RPv27c3THN5zzz0oLCxU5fmcKSwsREZGBnQ6HS5fvuzVY0VHR+Pxxx/Hk08+qU7jAoABBCIiIiIiCko5OcCIEcDp07bL8/LE5b4KIvz555/o2LEj1q9fj3/961/Yv38/du3ahSeeeAJffvklNm7caF73yy+/RLdu3VBRUYEPP/wQhw4dwgcffIDk5GQ8++yzsp7v3nvvxapVq1BWVlbtvvfeew9Dhw5Famqqaq9PrrS0NMTExKj+uN9++y2OHj2K22+/3bxsx44dGDduHO6991788ssvWL16Nfbs2YNJkyap/vzW7r33Xlx33XWqPd7YsWPx7bff4pdfflHtMf2JAQTyGlPGiIiIiEgNggCUlMj7KSoCHnlE/B9HjwMAU6aI68l5PCUF7x988EFERkbihx9+wMiRI9GqVSs0adIEw4YNw1dffYVbb70VAFBaWoqJEyciKysLn3/+OQYMGIDGjRuja9euePXVV/Hmm2/Ker677roLZWVl+PTTT22WHzt2DFu2bMG9994LAPjvf/+L66+/HrGxsWjSpAlmzZqFqqoqp4/7008/YejQoahRowZq166N++67D8XFxTbrLF++HG3atEFMTAzS09MxefJk833WQxgaN24MAOjYsSN0Oh369OmDbdu2ISoqCgUFBTaP+eijj6JXr15O27Vq1SoMHDgQsbGx5mW7du1CZmYmHnnkETRu3Bg9e/bE/fffjz179pjXmTBhAoYPH45//etfqFevHmrWrIl//vOfqKqqwvTp05GSkoKMjAy89957Tp/b2tKlS3H58mU8/vjj1e57/vnn0aFDByxfvhzXXHMNEhIS8OCDD8JoNOLll19GWloa6tatixdffNHm/2rVqoUePXpg1apVstqgNQwgkFcClTJGRERERKGntBRISJD3k5wsZho4IwhiZkJysrzHsxt14FRhYSHWr1+Phx56CDVq1HC4jjQt5f/+9z9cuHABTzzxhMP1atasKes5U1NTMWzYMCxfvtxm+b///W9kZGRg0KBB2L59O8aNG4cpU6bg119/xZtvvol///vf1U5gJSUlJbj55ptRs2ZN7N69G6tXr8bGjRttAgRLly7FQw89hPvuuw8//fQTPv/8czRr1szh40kn8hs3bkR+fj5ycnJw0003oUmTJlixYoV5PYPBgA8//BD33HOP09e7fft2dO7c2WZZ9+7dcerUKeTm5kIQBJw9exZr1qxBVlaWzXrffPMNzpw5g23btmHevHl47rnn8Le//Q21atXC7t278Y9//AP3338/Ttunrdj59ddf8c9//hPvv/++eVpFe0ePHsXXX3+NdevW4aOPPsK7776LW265BadPn8bWrVsxd+5cPPPMM9i9e7fN/3Xp0gXbt293+fxaxQACeSxQKWNERERERIHyxx9/QBAEtGjRwmZ5amoqEhISkJCQYB7jfuTIEQBAy5YtvX7ee++9F1u2bMGxY8cAAIIg4D//+Q/Gjx+PiIgIzJo1C0899RTGjx+PJk2aYODAgZg9e7bTLIeVK1eivLwcS5cuRdu2bdGvXz8sWrQIK1aswNmzZwEAL7zwAh577DFMmTIF1157LW644QY8+uijDh+vTp06AIDatWsjLS0NKSkp5nZbX/H/4osvUF5ejpEjRzp9rSdOnED9+vVtlvXo0QMffvgh7rzzTkRHRyMtLQ3JyclYvHixzXopKSl444030KJFC9xzzz1o0aIFSktL8fTTT6N58+aYMWMGoqOj8e233zp9/oqKCowePRqvvPIKrrnmGqfrmUwmLF++HK1bt8att96Kvn374vDhw5g/fz5atGiBiRMnokWLFti8ebPN/9WvXx8nTpxw+rhaxgACecRoFFPCXKWMPfoohzMQERERkXzx8UBxsbyf3Fx5j5mbK+/x4uO9a/uePXtw4MABtGnTBhUVFQDEk3y1DBw40Cb9ftOmTTh58iQmTpwIAPjxxx/xz3/+0xzESEhIwKRJk5Cfn1+tqCMAHDp0CO3bt7fJoujRowdMJhMOHz6Mc+fO4cyZM+jfv79X7Z4wYQL++OMPfPfddwDErImRI0c6zd4AgLKyMpvhC4CYETBlyhTMnDkTe/fuxbp163D8+PFqxSXbtGljkzFQr149tGvXzvy3Xq9H7dq1ce7cOQDAzTffbH6/2rRpAwCYMWMGWrVqhbvuusvla8vMzERiYqLNc7Vu3bra80vPJYmLi3O4TYJBZKAbQMFp+/bqmQfWBAE4dUpcr08fvzWLiIiIiIKYTge4OK+0MWgQkJEhZr86Ok/X6cT7Bw0CrAr5e61Zs2bQ6XQ4fPiwzfImTZoAEE8OJddeey0A4LfffkP37t29et6IiAhMmDAB//nPf/D888/jvffeQ9++fc3PW1xcjFmzZiE7O7va/9qfjMth/Tq8UbduXdx6661477330LhxY3z99dfYsmWLy/9JTU3FpUuXbJbNmTMHPXr0wPTp0wEA1113HWrUqIFevXrhhRdeQHp6OgAgKirK5v90Op3DZSaTCQDwzjvvmItTSut98803+Omnn7BmzRoAlkBQamoq/u///g+zZs3y6LkkFy9eNGdsBBtmIJBH8vPVXY+IiIiISAm9HliwQPz9r5IDZtLf8+erGzwAxBT9gQMHYtGiRSgpKXG57qBBg5CamoqXX37Z4f1KpwWcOHEiTp06hZycHHz22Wfm4okAcP311+Pw4cNo1qxZtR9HY/hbtWqFH3/80eY17NixAxEREWjRogUSExORmZmJTZs2yWpbdHQ0AMDoIAX573//Oz7++GO89dZbaNq0KXr06OHysTp27Ihff/3VZllpaWm11yFN8ehNpkeDBg3M71OjRo0AAJ9++il+/PFHHDhwAAcOHMA777wDQKzN8NBDD3n8XJKff/4ZHTt29PpxAoEBBPLIXwE+1dYjIiIiIlIqOxtYswZo0MB2eUaGuNzBxXhVLFmyBFVVVejcuTM+/vhjHDp0CIcPH8YHH3yA3377zXxiW6NGDbzzzjv46quvMHToUGzcuBHHjx/HDz/8gCeeeKJa+r07jRs3Rr9+/XDfffchJibGJttg5syZeP/99zFr1iz88ssvOHToEFatWoVnnnnG4WONHTsWsbGxePDBB/Hzzz9j8+bNePjhh3H33XejXr16AMSZBl577TW88cYbOHLkCPbt24eFCxc6fLy6desiLi4O69atw9mzZ3HlyhXzfYMHD0ZSUhJeeOEF85ALVwYPHlytRsGtt96KnJwcLF26FH/++Sd27NiBRx55BF26dKlWL8FbTZs2Rdu2bc0/0gwTrVq1Qt26db1+/O3bt2PQoEFeP04gMIBAHunVS9wx20d7JTod0LChuB4RERERka9kZwPHjwObNwMrV4q3x475LngAiCeY+/fvx4ABAzBjxgy0b98enTt3xsKFC/H4449j9uzZ5nWHDRuGnTt3IioqCmPGjEHLli0xevRoXLlyBS+88ILi57733ntx6dIljBkzxmZowuDBg/Hll19i/fr1uOGGG9CtWze8/vrr5qvq9uLj4/H111/j0qVL6Nq1K0aMGIH+/ftj0aJF5nXGjx+P+fPnY8mSJWjTpg3+9re/mQtD2ouMjMQbb7yBN998E/Xr18ewYcPM90nDL4xGI8aNG+f2NY4dOxa//PKLzTCRCRMmYN68eVi0aBHatm2LO+64Ay1atEBOkFVu37VrF65cuYIRI0YEuike0QlqVvYII0VFRUhOTsaVK1eQlJQU6OYEhDQLg/0nSAoq+DLqC4hTwOTm5iIrK6vaWCMKPG4f7eK20S5uG23j9tEubhttc7V9ysvLcezYMTRu3NijcfrkHZPJhKKiIiQlJTmdqlAt9957L86fP4/PP/9c1vrTp09HUVGR01kkgtWdd96J9u3b4+mnn3a6jvS9yMjIwDfffGPz3Qn0eSgzEMhjUsqY/efW1yljREREREQUHK5cuYJvv/0WK1euxMMPPyz7//7v//4PjRo1qlaAMJhVVlaiXbt2mDp1aqCb4jHOwkBeyc4GvvsOeOUVoFYtMSuhVy/1i9UQEREREVHwGTZsGPbs2YN//OMfGDhwoOz/q1mzpsur9MEoOjraaU2KYMEAAnnNYBBvIyI4ZSMREREREVm4m7KRgguHMJDXKirE2/LywLaDiIiIiIiIfIcBBPKaFEAoK6teUJGIiIiIyB3WdSeykL4POmdT3gUQAwjkNSmAYDIBVVWBbQsRERERBQ/9X4WzKisrA9wSIu0oLS0FIE6NqTXaaxEFHSmAAIjDGDh7EhERERHJERkZifj4eJw/fx5RUVE+n0qQbJlMJlRWVqK8vJzvvQYIgoDS0lKcO3cONWvWNAfYtIQBBPKafQAhMTFwbSEiIiKi4KHT6ZCeno5jx47hxIkTgW5O2BEEAWVlZYiLi9Nkuny4qlmzJtLS0lClwfRuTQQQFi9ejFdeeQUFBQVo3749Fi5ciC5dujhdf/Xq1Xj22Wdx/PhxNG/eHHPnzkVWVpb5/ueffx6rVq3CqVOnEB0djU6dOuHFF19E165dzetcvHgRDz/8ML744gtERETg9ttvx4IFC5CQkODT1xqK7AMIRERERERyRUdHo3nz5hzGEAAGgwHbtm3DTTfdhCimEWtCVFSUJjMPJAEPIHz88ceYNm0ali1bhq5du2L+/PkYPHgwDh8+jLp161Zbf+fOnRg9ejTmzJmDv/3tb1i5ciWGDx+Offv2oW3btgCAa6+9FosWLUKTJk1QVlaG119/HYMGDcIff/yBOnXqAADGjh2L/Px8bNiwAQaDARMnTsR9992HlStX+vX1hwIGEIiIiIjIGxEREYiNjQ10M8KOXq9HVVUVYmNjGUAgWQI+0GXevHmYNGkSJk6ciNatW2PZsmWIj4/H8uXLHa6/YMECDBkyBNOnT0erVq0we/ZsXH/99Vi0aJF5nTFjxmDAgAFo0qQJ2rRpg3nz5qGoqAgHDx4EABw6dAjr1q3DO++8g65du6Jnz55YuHAhVq1ahTNnzvjldYcSBhCIiIiIiIhCX0AzECorK7F3717MmDHDvCwiIgIDBgzArl27HP7Prl27MG3aNJtlgwcPxtq1a50+x1tvvYXk5GS0b9/e/Bg1a9ZE586dzesNGDAAERER2L17N2677bZqj1NRUYEKqzPloqIiAGLaj8FgkPeCQ1R5eSQAccxUcXEVDAb/TMMjve/h/v5rFbePdnHbaBe3jbZx+2gXt422cftoF7eNtjnaPoHeVgENIFy4cAFGoxH16tWzWV6vXj389ttvDv+noKDA4foFBQU2y7788kuMGjUKpaWlSE9Px4YNG5Cammp+DPvhEZGRkUhJSan2OJI5c+Zg1qxZ1ZavX78e8fHxrl9oiCss7AsgCQCwefMunDt30a/Pv2HDBr8+HynD7aNd3DbaxW2jbdw+2sVto23cPtrFbaNt1ttHmuIxUAJeA8FX+vbtiwMHDuDChQt4++23MXLkSOzevdthXQU5ZsyYYZP5UFRUhIYNG2LQoEFISkpSq9lB6bHHLB+jjh27Y8AA/2UgbNiwAQMHDuSYLQ3i9tEubhvt4rbRNm4f7eK20TZuH+3ittE2R9tHyoQPlIAGEFJTU6HX63H27Fmb5WfPnkVaWprD/0lLS5O1fo0aNdCsWTM0a9YM3bp1Q/PmzfHuu+9ixowZSEtLw7lz52zWr6qqwsWLF50+b0xMDGJiYqotj4qKCvsvm3UNhKqqSPj77eA20DZuH+3ittEubhtt4/bRLm4bbeP20S5uG22z3j6B3k4BLaIoTbG4adMm8zKTyYRNmzahe/fuDv+ne/fuNusDYkqHs/WtH1eqYdC9e3dcvnwZe/fuNd//zTffwGQy2Uz1SPKwiCIREREREVHoC/gQhmnTpmH8+PHo3LkzunTpgvnz56OkpAQTJ04EAIwbNw4NGjTAnDlzAABTpkxB79698dprr+GWW27BqlWr8MMPP+Ctt94CAJSUlODFF1/E0KFDkZ6ejgsXLmDx4sXIy8vDHXfcAQBo1aoVhgwZgkmTJmHZsmUwGAyYPHkyRo0ahfr16wfmjQhiDCAQERERERGFvoAHEO68806cP38eM2fOREFBATp06IB169aZCyWePHkSERGWRIkbb7wRK1euxDPPPIOnn34azZs3x9q1a9G2bVsA4lymv/32G/7zn//gwoULqF27Nm644QZs374dbdq0MT/Ohx9+iMmTJ6N///6IiIjA7bffjjfeeMO/Lz5EMIBAREREREQU+gIeQACAyZMnY/LkyQ7v27JlS7Vld9xxhzmbwF5sbCxycnLcPmdKSgpWrlypqJ1UnSAwgEBERERERBQOAloDgYKf/TSkDCAQERERERGFJgYQyCvW2QcAAwhEREREREShigEE8op9AKGsLDDtICIiIiIiIt9iAIG8wgwEIiIiIiKi8MAAAnmFAQQiIiIiIqLwwAACeYUBBCIiIiIiovDAAAJ5pbLS9m8GEIiIiIiIiEITAwjkFWYgEBERERERhQcGEMgrDCAQERERERGFBwYQyCsMIBAREREREYUHBhDIKwwgEBERERERhQcGEMgrDCAQERERERGFBwYQyCtSAEGvF28ZQCAiIiIiIgpNDCCQV6QAQnKyeMsAAhERERERUWhiAIG8wgACERERERFReGAAgbzCAAIREREREVF4YACBvMIAAhERERERUXhgAIG84iiAIAiBaw8RERERERH5BgMI5BX7AIIgAAZD4NpDREREREREvsEAAnlFCiAkJVmWlZUFpi1ERERERETkOwwgkFekAEJiomUZ6yAQERERERGFHgYQyCtSACE2VvwBGEAgIiIiIiIKRQwgkFekAEJMDAMIREREREREoYwBBPIKAwhEREREREThgQEE8goDCEREREREROGBAQTyCgMIRERERERE4YEBBPIKAwhEREREREThITLQDaDgxgACEREREZF2GI3A9u1Afj6Qng706gXo9YFuFYUKBhDIKwwgEBERERFpQ04OMGUKcPq0ZVlGBrBgAZCdHbh2UejgEAbyCgMIRERERESBl5MDjBhhGzwAgLw8cXlOTmDaRaGFAQTyinUAIS5O/J0BBCIiIiIi/zEaxcwDQah+n7Ts0UfF9Yi8wQACeYUZCEREREREgbV9e/XMA2uCAJw6Ja5H5A0GEMgrlZXiLQMIRERERESBkZ+v7npEzjCAQF5hBgIRERERUWClp6u7HpEzDCCQVxhAICIiIiIKrF69xNkWdDrH9+t0QMOG4npE3mAAgbzCAAIRERERUWDp9eJUjY5IQYX588X1iLzBAAJ5TBAc10AoKwtcm4iIiIiIwlF2NrBmjaVPLsnIEJdnZwemXRRaGEAgj0nBA4AZCEREREREgZadDXTqZPk7Jwc4dozBA1IPAwjkMWn4AsAAAhERERGRFly5Yvm9VSsOWyB1MYBAHrMOIERHM4BARERERBRoly9bfr90KWDNoBDFAAJ5TAogREUBEREMIBARERERBZp10ODixcC1g0ITAwjkMesZGAAGEIiIiIiIAslgAEpKLH8zgEBqYwCBPMYAAhERERGRdljXPwA4hIHUxwACeYwBBCIiIiIi7bCufwAwA4HUFxnoBlDwYgCBiCh0GY3A9u1Afj6Qng706sVK3kREWscAAvkaAwjkMSmAEB0t3jKAQEQUGnJygClTgNOnLcsyMoAFCziXOBGRltkHEDiEgdTGIQzkMWYgEBGFnpwcYMQI2+ABAOTlictzcgLTLiIico8ZCORrDCCQxxhAICIKLUajmHkgCNXvk5Y9+qi4HhERaY8UQNDpxFsGEEhtDCCQx+wDCHFx4i0DCEREwWn79uqZB9YEATh1SlyPiIi0RwogNGwo3nIIA6mNAQTymLMMhIoKx1eviIhI2/Lz1V2PiIj8SwogNG4s3jIDgdTGAAJ5zFkAwfo+IiIKHunp6q5HRET+JQUQmjQRby9e5IU9UhcDCOQxVwEEDmMgIgo+vXqJsy1IY2ft6XRiWmyvXv5tFxERySMFEJo2FW+NRqC4OGDNoRDEAAJ5zD6AEBkJRPz1iWIAgYgo+Oj14lSNQPUggvT3/PniekREpD1SACE93dJH5zAGUhMDCOQx+wCCTmfJQigrC0ybiIjIO9nZwJo1QIMGtsszMsTl2dmBaRcREbknBRBq1gRSUsTfGUAgNTGAQB6zDyAAnMqRiCgUZGcDx48DrVqJf/foARw7xuABEZHWOQogcCYGUhMDCOQxBhCIiEKXXm/ZpyckcNgCEVEwsA4g1Kol/s4MBFKTJgIIixcvRmZmJmJjY9G1a1fs2bPH5fqrV69Gy5YtERsbi3bt2iE3N9d8n8FgwJNPPol27dqhRo0aqF+/PsaNG4czZ87YPEZmZiZ0Op3Nz0svveST1xeqGEAgIgpt0r68tDSw7SAiInk4hIF8LeABhI8//hjTpk3Dc889h3379qF9+/YYPHgwzp0753D9nTt3YvTo0bj33nuxf/9+DB8+HMOHD8fPP/8MACgtLcW+ffvw7LPPYt++fcjJycHhw4cxdOjQao/1z3/+E/n5+eafhx9+2KevNdQwgEBEFNqk/Tzr2hARaZ/BAJSUiL9zCAP5SsADCPPmzcOkSZMwceJEtG7dGsuWLUN8fDyWL1/ucP0FCxZgyJAhmD59Olq1aoXZs2fj+uuvx6JFiwAAycnJ2LBhA0aOHIkWLVqgW7duWLRoEfbu3YuTJ0/aPFZiYiLS0tLMPzVq1PD56w0llZXiLQMIREShSQogMAOBiEj7rlyx/J6UxCEM5BuRgXzyyspK7N27FzNmzDAvi4iIwIABA7Br1y6H/7Nr1y5MmzbNZtngwYOxdu1ap89z5coV6HQ61KxZ02b5Sy+9hNmzZ+Oaa67BmDFjMHXqVERGOn5LKioqUCH1pAAUFRUBEIdMGAwGVy8zZJWV6QFEIDLSCIPBBACIiRGXFRdXwWAQfPr80vseru+/1nH7aBe3jXZpbdtUVEQC0KGsTIDBUBXo5gSc1rYPWXDbaBu3j3+ICdxRSEwUIAhVSE6OAKDHhQsmGAxGh//DbaNtjrZPoLdVQAMIFy5cgNFoRL169WyW16tXD7/99pvD/ykoKHC4fkFBgcP1y8vL8eSTT2L06NFISkoyL3/kkUdw/fXXIyUlBTt37sSMGTOQn5+PefPmOXycOXPmYNasWdWWr1+/HvHx8S5fZ6g6frwTgAwcPforcnP/BAAUF98IoA6+++4AoqPz/NKODRs2+OV5yDPcPtrFbaNdWtk2JSVZAKJw6VIFcnP/F+jmaIZWtg9Vx22jbdw+vnXkSE0AvRETU4bc3A04c6YxgOtw6FABcnO/d/m/3DbaZr19SgOcFhjQAIKvGQwGjBw5EoIgYOnSpTb3WWcxXHfddYiOjsb999+POXPmIMY6J/8vM2bMsPmfoqIiNGzYEIMGDbIJTIST994TS3J37NgaWVktAQBvvqnHTz8BrVp1QFZWe58+v8FgwIYNGzBw4EBERUX59LlIOW4f7eK20S6tbZuqKrGbYDLFICsrK8CtCTytbR+y4LbRNm4f/9i4UQcASEuLQ1ZWFoqKdHjrLSAmJs3pPpzbRtscbR8pEz5QAhpASE1NhV6vx9mzZ22Wnz17FmlpaQ7/Jy0tTdb6UvDgxIkT+Oabb9ye5Hft2hVVVVU4fvw4WrRoUe3+mJgYh4GFqKiosP2ySdkz8fF6REWJwYS4OOm+SPjrbQnnbRAMuH20i9tGu7SwbUwmy36+tFQX8PZoiRa2DznGbaNt3D6+VVws3taqJe6z69YV/750KQJRUa5L33HbaJv19gn0dgpoEcXo6Gh06tQJmzZtMi8zmUzYtGkTunfv7vB/unfvbrM+IKZ0WK8vBQ+OHDmCjRs3onbt2m7bcuDAAURERKCu9E0jtzgLAxFR6JIK5QJAVZUlmEBERNpkPYUjYCmiyFkYSE0BH8Iwbdo0jB8/Hp07d0aXLl0wf/58lJSUYOLEiQCAcePGoUGDBpgzZw4AYMqUKejduzdee+013HLLLVi1ahV++OEHvPXWWwDE4MGIESOwb98+fPnllzAajeb6CCkpKYiOjsauXbuwe/du9O3bF4mJidi1axemTp2Ku+66C7Wkbxq5xQACEVHosqobDECcypEXp4iItMs+gCBN48hZGEhNAQ8g3HnnnTh//jxmzpyJgoICdOjQAevWrTMXSjx58iQiIiyJEjfeeCNWrlyJZ555Bk8//TSaN2+OtWvXom3btgCAvLw8fP755wCADh062DzX5s2b0adPH8TExGDVqlV4/vnnUVFRgcaNG2Pq1KnVZncg1xhAICIKXfYBhNJScVowIiLSJmcBhOJiMYuMQWBSQ8ADCAAwefJkTJ482eF9W7ZsqbbsjjvuwB133OFw/czMTAiC6+kDr7/+enz33XeK20m2HAUQpBoIDCAQEQU3RxkIRESkXfYBhORky32XLgEcqU1qCGgNBApuzEAgIgpd9vvxAM8aRUREbtgHEPR6y+8cxkBqYQCBPMYAAhFR6GIGAhFRcLEPIACWYQwspEhqYQCBPMYAAhFR6HJUA4GIiLRLCiBY14SXfmcGAqmFAQTymNS5jI62LJMCCLxSRUQU3JiBQEQUXFxlIDCAQGphAIE8xgwEIqLQxQwEIqLgwiEM5A8MIJDHGEAgIgpd9vtxZiAQEWmbowAChzCQ2hhAII+YTEBVlfg7AwhERKGHGQhERMGjstKyn+YQBvIlBhDII9YdSwYQiIhCD2sgEBEFjytXLL8nJVl+5xAGUhsDCOQRBhCIiEIbMxCIiIKHNHwhKQnQ6y3LOYSB1MYAAnnEumPpaBYGBhCIiIIbMxCIiIKHo/oHAIcwkPoYQCCPWE/hqNNZljOAQEQUGpiBQEQUPNwFEDiEgdTCAAJ5xNEMDAADCEREoYKzMBARBQ9nAQQOYSC1MYBAHmEAgYgotDEDgYgoeEgZBq6GMAiCX5tEIYoBBPIIAwhERKGNAQQiouDhLgPBaASKi/3ZIgpVDCCQR9wFEAwGcUdFRETBSdrPJySItxzCQESkXc4CCHFxlv46hzGQGhhAII+4CyBYr0NERMFH2odLV6+YgUBEpF3OAgg6HWdiIHUxgEAekRNA4DAGIqLgJe3npc4oMxCIiLTLWQABsASCORMDqYEBBPJIZaV4ax9AiIwUfwAGEIiIgpm0D2cGAhGR9rkKIDADgdQU6ck/GQwGFBQUoLS0FHXq1EGK9KmksOEsAwEQsxCKixlACBdGI7B9O5CfD6SnA716AXp9oFtFRN6yH8LADAQiIu1iAIH8RXYGwtWrV7F06VL07t0bSUlJyMzMRKtWrVCnTh00atQIkyZNwvfff+/LtpKGuAsgAAwghIOcHCAzE+jbFxgzRrzNzBSXE1FwYw0EIqLgIQUQpH22NQ5hIDXJCiDMmzcPmZmZeO+99zBgwACsXbsWBw4cwO+//45du3bhueeeQ1VVFQYNGoQhQ4bgyJEjvm43BZicAAKvVoW2nBxgxAjg9Gnb5Xl54vLPPtMFpmFEpArWQCAiCh7MQCB/kTWE4fvvv8e2bdvQpk0bh/d36dIF99xzD5YtW4b33nsP27dvR/PmzVVtKGkLMxDCm9EITJkCCEL1+wRBrPj72GN6LFjg/7YRkTqYgUBEFDwYQCB/kRVA+Oijj2Q9WExMDP7xj3941SAKDgwghLft26tnHlgTBOD0aR1+/bU2br3Vf+0iIvXYF1EsK7MECImISDsqKixZYpyFgXyNszCQRxhACG/5+fLWu3Qp1v1KRKRJ9kMYjEbAYAhYc4iIyIkrV8RbnQ5ISqp+PzMQSE2yZ2HIzs6WtV4Oq6eFBQYQwlt6urz1atXih4AoWNkPYQDEK1zR0YFpDxEROSYNX0hKAiIcXB5mAIHUJDuAkJyc7Mt2UJBhACG89eoFZGSIBRMd1UHQ6YAGDQS0bl3o/8YRkSqk/bzUITWZxDoI7A4QEWmLq/oHAIcwkLpkBxDee+89X7aDggwDCOFNrwcWLBBnW7AnjY9+7TUj9Hr/touI1GO9n4+LA0pKOBMDEZEWuQsgMAOB1CS7BoLRaMTBgwdR5qD3UFpaioMHD8JkMqnaONIuBhAoOxtYswaoUcN2eUaGuPy22xykJhBR0LDez8fHi79zJgYiIu2RG0AoLmYtG/Ke7ADCihUrcM899yDaweDH6Oho3HPPPVi5cqWqjSPtYgCBADGIMHSo5e/cXODYMXE5EQU3aR8uZSAAzEAgItIidwEE66FnHMZA3pIdQHj33Xfx+OOPQ+8gJzkyMhJPPPEE3nrrLVUbR9olBRAcFdNiACG8FBVZfu/cGRy2QBQimIFARBQc3AUQ9HrLfRzGQN6SHUA4fPgwunXr5vT+G264AYcOHVKlUaR9zEAgiTR1EMCTC6JQIu3nY2MtGQj8jhMRaY+7AALAOgikHtkBhJKSEhRZX2q0c/XqVZSyZxE2GEAgiXTQAnhyQRQqjEbxB7DNQOAQBiIi7ZETQOBMDKQW2QGE5s2bY+fOnU7v//bbb9G8eXNVGkXaxwACSawDCCUlAWsGEalI2scDtjUQGCQkItIeKSjADATHjEZgyxbgo4/EWylATp6RHUAYM2YMnnnmGRw8eLDafT/++CNmzpyJMWPGqNo40i4GEEjCIQxEocd6/80MBCIibeMQBudycoDMTKBvX2DMGPE2M1NcTp6JlLvi1KlT8fXXX6NTp04YMGAAWrZsCQD47bffsHHjRvTo0QNTp071WUNJW1wFEKQrVQwghL6qKuDqVcvfDCAQhQZpH6/TAZGRzEAgItIyDmFwLCcHGDECEOxmFs/LE5evWcOZwzwhOwMhKioK69evx4svvoj8/Hy89dZbePPNN5Gfn48XX3wR69evR1RUlC/bShrCDAQCbGdgAHhyQRQqrAso6nTMQCAi0jJmIFRnNAJTplQPHgCWZY8+yuEMnpCdgQCIQYQnnngCTzzxhK/aQ0GCAQQCbIcvAAwgEIUK+308MxCIiLRLCiBIWQaOSPeFSwBh+3bg9Gnn9wsCcOqUuF6fPn5rVkhQFECwdvXqVQhWIZ2IiAgkJCSo0ijSPjkBBF6pCn3WBRQBnlwQhQr7fTwzEIiItEtJBkK4DGHIz1d3PbKQPYThwIEDyMrKMv9dv3591KpVy/xTs2ZNfP/99z5pJGkPMxAIYACBKFQ5CyDwO05EpC3l5ZY+N4cwWKSnq7seWcjOQFi4cCF69uxps2zFihVo0KABBEHA8uXL8cYbb2DFihWqN5K0hwEE3zIaxZSq/Hxxx9arF6DXB7pV1XEIA1Fokvbf9kMYmIFARKQtUl9MpwMSE52vF25DGHr1AjIyxIKJjuog6HTi/b16+b9twU52AGHnzp2YPHmyzbJu3bqhSZMmAIC4uDiMHDlS3daRZjGA4Ds5OWLRF+txWxkZwIIF2qsUywwEotDEDAQiouAg9cWSk4EIF7nl4TaEQa8X+84jRlS/T6cTb+fP1+YFOq2TPYThxIkTqFOnjvnvf/7zn0hNTTX/nZ6ejrNnz6rbOtIsBhB8Q5puxr7oizTdjNbmrGUAgSg0Wc/CADADgYhIq+TUPwBshzA4uiIfirKzxakarU5hAYgX5jiFo+dkBxBiY2Nx4sQJ899Tp05FUlKS+e9Tp04hXrpEQSGPAQT1BeN0M/ZDGEpKAtMOIlIXMxCIiIKD3ACCNITBaASuXvVli7QlOxuwHmG/cCFw7BiDB96QHUDo2LEj1q5d6/T+nJwcdOzYUY02kcYZjYDJJP7OAIJ6lEw3oxXSQSsqSrzlyQVRaHA2jSMzEIiItEVuACEuzrJPD5dhDBKDwfJ7y5YctuAt2QGEBx98EPPnz8fixYthks4eARiNRixcuBALFy7EAw884JNGkrZIHUuAAQQ1BeN0M9JBq3598ZYBBKLQYF9EkRkIRETaJDeAoNOF30wMEuvgNwPh3pNdRPH222/HtGnT8PDDD+Ppp582F0/8888/UVxcjGnTpmGEoyoVFHIYQPCNYJxuRhrCkJ4OnDjBkwuiUOEsA4HfcSIibZEbQADEYQz5+eGXgWB9TsLjmPdkBxAAYO7cubjtttvw0Ucf4ciRIwCAm266CaNHj0a3bt180kDSHqljqdMBkQ4+QVIAwWgEqqocr0PVBeN0M8xAIApN9kUUpQwEXrkhItIWJQGEcM1AsA4g8DjmPcWndt26dWOwIMxZX5mSpkGxJnU4AfELm5Dgn3YFu2CcbkY6aElZEQwgEIUGZiAQEQUHBhDcYwaCumTVQDh58qSiB83Ly/OoMRQcXM3AYL+cwxiUkaabsT8IaHW6GWkIAzMQiEKLs1kYeOWGiEhblA5hAMJvCIP1sYt9Ve/JCiDccMMNuP/++/H99987XefKlSt4++230bZtW3z66aeqNZC0x10AQa+3VOVnAEG57GzgoYcsfz/yiHanm+EQBqLQ5CoDIVzmDyciCgbMQHCPQxjUJWsIw6+//ooXX3wRAwcORGxsLDp16oT69esjNjYWly5dwq+//opffvkF119/PV5++WVkZWX5ut0UQO4CCIA4jMFgYADBU2fPWn6vV09bwxYkgsAMBKJQ5WwWBkEAKitd7/+JiMh/GEBwj0MY1CUrA6F27dqYN28e8vPzsWjRIjRv3hwXLlwwF1IcO3Ys9u7di127djF4EAbkBhAABhA8VVBg+V06SdeakhKxUCbAAAJRqHGWgQDwe05EpCXScAQOYXCOGQjqUlREMS4uDiNGjOB0jWFOTgBB6mwygOCZ/HzL70VFgWuHK1LEOyoKqF1b/F1Kb3ZUXJOIgof9LAxRUWImlNEodr6kTigREQUWMxDcYw0EdcnKQCCyxgwE3wuGDASpXcnJQI0a4u8mk+XzQUTBy34/r9NxJgYiIi1iAME9ZiCoiwEEUkxJAIFfUuVMJtsaCFrPQKhZk+nNRKHG0X6eMzEQEWlLebllfy0nM4xDGNhPVQMDCKSYtKOKjna+DjMQPFdYCFRVWf4OhgBCVJRl5g3umImCn6MAAjMQiIi0ReqLRUQACQnu1w/XDAQOYVAXAwikGIcw+JZ1/QMgOIYwAJark9wxEwU/+1kYAGYgEBFpjRRASE4WgwjuSBkIxcXibGnhgkMY1KVqAEHwcHLoxYsXIzMzE7GxsejatSv27Nnjcv3Vq1ejZcuWiI2NRbt27ZCbm2u+z2Aw4Mknn0S7du1Qo0YN1K9fH+PGjcOZM2dsHuPixYsYO3YskpKSULNmTdx7770oLi72qP3hhgEE37KufwAERwYCwAACUSixL6II8DtORKQ1Suof2K8XTsMYOIRBXYoDCBMmTEBJSUm15cePH8dNN92kuAEff/wxpk2bhueeew779u1D+/btMXjwYJw7d87h+jt37sTo0aNx7733Yv/+/Rg+fDiGDx+On3/+GQBQWlqKffv24dlnn8W+ffuQk5ODw4cPY+jQoTaPM3bsWPzyyy/YsGEDvvzyS2zbtg333Xef4vaHIwYQfEvKQMjIEG+1moHAAAJR6HI1hIFXb4iItEFpAEGvt6wbTsMYmIGgLsUBhB9//BHXXXcddu3aZV72n//8B+3bt0dqaqriBsybNw+TJk3CxIkT0bp1ayxbtgzx8fFYvny5w/UXLFiAIUOGYPr06WjVqhVmz56N66+/HosWLQIAJCcnY8OGDRg5ciRatGiBbt26YdGiRdi7dy9OnjwJADh06BDWrVuHd955B127dkXPnj2xcOFCrFq1qlqmAlXHAIJvSRkILVqIt0VF4tSIWsMhDEShy1URRX7HiYi0QWkAAbAMYwinAAJrIKgrUuk/7NmzB08//TT69OmDxx57DH/88Qe+/vprcyBAicrKSuzduxczZswwL4uIiMCAAQNsAhTWdu3ahWnTptksGzx4MNauXev0ea5cuQKdToeaf327du3ahZo1a6Jz587mdQYMGICIiAjs3r0bt912W7XHqKioQIXV/HRFf+WVGwwGGMJpEBGA0tIIAHpERZlgMBgdrhMdrQcQgZISIwwGk0/aIb3vofb+5+WJ72/z5kZs2qSH0QgUFRnMnXetuHhRbGdioriN4+LEbV5UVAWDQQjZ7RMKuG20Syvbprw8EoAOer34fQaAmBjxO15cbFkWbrSyfag6bhtt4/bxjcJCsS+WlOS8T26vVi09jh2LwPnz4dNfKysTj2ni7wIMhirX/6AhjrZPoLeV4gBCVFQUXnnlFcTHx2P27NmIjIzE1q1b0b17d8VPfuHCBRiNRtSrV89meb169fDbb785/J+CggKH6xfYDxz/S3l5OZ588kmMHj0aSUlJ5seoW7euzXqRkZFISUlx+jhz5szBrFmzqi1fv3494rV2Zudjv/zSAkBLFBScQG7uQYfrnDvXHkAmDh78Hbm5v/u0PRs2bPDp4/vb/v2dAGSgouIQIiLawGTSISdnE1JSKtz+rz8dOtQZQAPk5f2C3NxjKCu7EUAd7Nx5AHp9nnm9UNs+oYTbRrsCvW0uXuwPIAH79u1Cebl4meryZXHf9MMPh1C//p8BbV+gBXr7kHPcNtrG7aOu3bubA2iN4uJTyM09IOt/jMbuAOpi8+YfAZw2Lw/lbXP58kAA4vnalStVNvXzgoX19ikNcBqF4gCCwWDAU089hcWLF2PGjBn49ttvkZ2djXfffRdZWVm+aKPHDAYDRo4cCUEQsHTpUq8ea8aMGTaZD0VFRWjYsCEGDRpkDkyEi2+/FUe+XHvtNcjKynC4zsaNEVi/HrjmmmuRldXMJ+0wGAzYsGEDBg4ciChpDsEQ8NpregBAv34t8dlnYnraDTf0Nw9p0IolS8R2du/eGllZrfDWW3r89BPQokUHZGW1D9ntEwq4bbRLK9smMlLsHvTp0x2dO4vZBmvX6rF9O5CZ2RpZWS0D1rZA0sr2oeq4bbSN28c3pD5527YZyMqqL+t/PvhAjx9/BK65pgOysq4Li22j01lOeQ2GSM2ds7riaPsUBbjCuuIAQufOnVFaWootW7agW7duEAQBL7/8MrKzs3HPPfdgyZIlsh8rNTUVer0eZ8+etVl+9uxZpKWlOfyftLQ0WetLwYMTJ07gm2++sTnJT0tLq1aksaqqChcvXnT6vDExMYhxMOg/KioqZL9szlT9lfUTF6dHVJTe4TpSUobB4HwdtYTaNpA+3hkZkUhKEgMIpaVR0NpLlGogpKZGIirKMv9weXmkTVtDbfuEEm4b7Qr0tpFG7CUkWL7P0ne8stL3+3WtC/T2Iee4bbSN20ddV6+Ktykp8vfLUsm6oiLb/wnlbWNdA8Fg0EGni0Kk4rPgwLLePoHeToqLKHbu3BkHDhxAt27dAAA6nQ5PPvkkdu3ahW3btil6rOjoaHTq1AmbNm0yLzOZTNi0aZPTIRHdu3e3WR8QUzqs15eCB0eOHMHGjRtRu3btao9x+fJl7N2717zsm2++gclkQteuXRW9hnDEIoq+Jc3CkJ5uKVCoxakcreceBlhgjSiUuJqFgd9xIiJt8KSIYkqKeBtORRTtz0c4E4N3FMde3n33XYfLO3bsaHNCLte0adMwfvx4dO7cGV26dMH8+fNRUlKCiRMnAgDGjRuHBg0aYM6cOQCAKVOmoHfv3njttddwyy23YNWqVfjhhx/w1ltvARCDByNGjMC+ffvw5Zdfwmg0musapKSkIDo6Gq1atcKQIUMwadIkLFu2DAaDAZMnT8aoUaNQv7689J9wxgCC75SUWKLJaWmAlDijxakcpTZxGkei0ONqFgZ2vIiItIGzMLhnNAL2NQfLyoDExMC0JxQozkAAgBUrVqBHjx6oX78+Tpw4AQCYP38+1q1bp/ix7rzzTrz66quYOXMmOnTogAMHDmDdunXmQoknT55EvnRJFsCNN96IlStX4q233kL79u2xZs0arF27Fm3btgUA5OXl4fPPP8fp06fRoUMHpKenm3927txpfpwPP/wQLVu2RP/+/ZGVlYWePXuagxDkGgMIviPV8IyLE4MHwZCBwAACUWgRBGYgEBEFA28yEC5dUrs12lThoAY5j2PeUZyBsHTpUsycOROPPvooXnzxRRiN4pQhNWvWxPz58zFs2DDFjZg8eTImT57s8L4tW7ZUW3bHHXfgjjvucLh+ZmYmBMH99FIpKSlYuXKlonaSiAEE35ECCGlpgE5nyUDQWgChosKybTmEgSi0GAxiEAFgBgIRkZZxCIN71ses5GQxg5bHMe8ozkBYuHAh3n77bfzf//0f9HpL4Y3OnTvjp59+UrVxpE0MIPiOdf0DQLtDGKT2WAc5GEAgCg3WV2uYgUBEpF0cwuCedC4SGWkZtsDjmHcUBxCOHTuGjh07VlseExODkpISVRpF2sYAgu9YZyAA2h3CIB2wkpKAiL/2IgwgEIUGZwEEZiAQEWkLhzC4J52LxMYyEK4WxQGExo0b48CBA9WWr1u3Dq1atVKjTaRxlZXirasAgvQFZQBBmWDJQLCfgQFgAIEoVEgBhMhIwCrRkB0vIiINKS+37K89HcIgY9R30JPOReLiGAhXi+IaCNOmTcNDDz2E8vJyCIKAPXv24KOPPsKcOXPwzjvv+KKNpDFKMhD4BVUmWDIQ7GdgABhAIAoVzvbx7HgREWmHlEEQEaFsRgFpCIPRKM78JQWHQ5V0zGIGgnoUBxD+/ve/Iy4uDs888wxKS0sxZswY1K9fHwsWLMCoUaN80UbSGA5h8B1nGQhaCyA4SpmrUUO85U6ZKLhJ+237fTw7XkRE2mHdF9Pp5P9fXJy4f6+oEIMQoR5AsB7CwEC4OhQHEABg7NixGDt2LEpLS1FcXIy6deuq3S7SMAYQfMc+A4FDGIjI35iBQEShxmgEtm8XL9SkpwO9etkO0QpGntQ/AMRgQ0qK+F5cvAjUr692y7TFUQCBfVXvKK6BYC0+Pp7BgzDEAILvSAEEKQMhGIcwsJYqUXCT9vHSflzCjhcRBaOcHCAzE+jbFxgzRrzNzBSXBzNPAwhAeM3EYF0DgZl06pCVgdCxY0foZObG7Nu3z6sGkfYxgOAbRiNw9qz4e7BkILAGAlHocbaPlzpezEAgomCRkwOMGFG9WGBenrh8zRogOzswbfOWNwGEcJqJwboGAjPp1CErgDB8+HDz7+Xl5ViyZAlat26N7t27AwC+++47/PLLL3jwwQd90kjSFgYQfOPCBcBkElPLpMQerWYgcAgDUehyN4ShtFTsjCsZc0tE5G9GIzBliuOZBqR92KOPAsOGBedwBjUCCOGUgcAiiuqRFUB47rnnzL///e9/xyOPPILZs2dXW+fUqVPqto40SWkAgR1NeaQCinXqiNOnAZYMhKtXxeBChFeDjtTDWRiIQpe7DARpHfshDkREWrJ9O3D6tPP7BQE4dUpcr08fvzVLNRzCIA+ncVSf4tOR1atXY9y4cdWW33XXXfj0009VaRRpm5IAgiAABoPv2xQK7OsfAJYr/IIAFBf7v03OuMpAMBi4zYmCmbtZGAAGColI+6QLM2qtpzUcwiAPMxDUpziAEBcXhx07dlRbvmPHDsTyckTIEwRlAQSAwxjkkg5gUv0DQHyPo6LE37U0jMFVDQSAkV2iYOZsHx8VZcmOYueLiLTO+oKMGutpDTMQ5GENBPUpnsbx0UcfxQMPPIB9+/ahS5cuAIDdu3dj+fLlePbZZ1VvIGlLVZVlLFl0tPP1rDue5eWWVHxyzlEGgk4nvneFheKwgYyMwLTNnqMhDDExYnsFQTy5CPV5hYlClbNZGACx81VUxM6XM6E4VRxRsOrVS+w35eU5roOg04n39+rl/7apgTUQ5OE0jupTHEB46qmn0KRJEyxYsAAffPABAKBVq1Z47733MHLkSNUbSNoidSwB1xkIOp14f0UFMxDkcpSBAIjDBAoLtZmBYD2EQacTd8wlJeKOuXbtgDSNiLzkKsssLk7cF7HzVV1OjliwzXrMdUYGsGBB8FZ5Jwpmer34/Rsxovp9Um2u+fODN8jn6yEMoRIQ5TSO6lMcQACAkSNHMlgQpuQGEAAx0scAgnyOMhAAbU7l6OygVaOGJYBARMHJVQCB6Z+OhfJUcUTBLDtb/P5NnGh7ISYjQwweBPP30pdDGEIpIOooA4HHMO94XNO9srISp0+fxsmTJ21+KLRJHcuICMtYWGc4laMyrjIQAO1kIBiN4qwQQPWDFlPDiIKfsyKKAK/eOOJuqjhAnCrOaPRrs4joL9nZwD33WP5+8kng2LHgOxG256shDFJA1H4GCykgmpOj/PkCyboGAo9h6lAcQDhy5Ah69eqFuLg4NGrUCI0bN0bjxo2RmZmJxo0b+6KNpCFyCihKGEBQxl0GglYCCNbtsB7CAFgCCCUl/msPEamLGQjKKJkqjogCw7rvkpoanKn49rwJIEj9t3PngK1bdeYAZygGRJmBoD7FQxgmTJiAyMhIfPnll0hPT4dOGkREYYEBBN+RMhC0PoRBakdcXPVCmsxAIAp+rooo8upNdaE+VRxRKJBOtgHgwoWANUM1guB5ACEnB3j4YfH3igpg4MBI1K49CEuW6FCzpvyAaJ8+ytsdCKyBoD7FAYQDBw5g7969aNmypS/aQxrHAIJvFBdbrtprfQiDqwMWAwhEwY8ZCMqE+lRxRKHAOoBw/nzAmqGa8nKgslL8XUkAwVm9lsLCWNx5p2XqcHeCKSDKDAT1KR7C0Lp1a1wIhdAdeURJAEGK8jGA4J60I05IEH+saS0DwdEMDBIGEIiCn7tZGAB+x61JU8U5S8jU6YCGDYN3qjiiUBBqGQjS69Hrq/cbnXE1PAHQAdDBYJD3WMEUELWugcB+qjoUBxDmzp2LJ554Alu2bEFhYSGKiopsfii0eZKBwCife1L9A/vsA0B7GQhSIIMZCEShiRkIykhTxQHVgwihMFUc+ZfRCGzZAnz0kXgbTGPNtSxUAwg1azoPXtpzV69FUqdOaAVErTMQGARXh+IAwoABA/Ddd9+hf//+qFu3LmrVqoVatWqhZs2aqCXNCUIhi0MYfMNZ/QNAe0UUOYSBKLRxFgblpKni6te3XZ6RwSkcSb6cHCAzE+jbFxgzRrzNzAy+qvdaFMoBBLnkDjsYO1a8DZWAqHUNBOsguONMDJJDcQ2EzZs3+6IdFCQYQPANORkIHMJARP7ADATPZGcDXbuKQQMAGD0aWLEiuDraFDjOxqZLU+cxEOU564KDQPgGEOQOOxg2TMwwmDzZNuiQkSEGD4Ltc+goA8FoBAyG6sXASR7FAYTevXv7oh0UJBhA8I1gykDgEAai0MZZGDx39arl9zp1GDwgedxNnafTiVPnDRvGz5QniosBk8ny96VLQFUVEKn4LEg7Ll0Sb5UEEKR6LXl5jj9rOp2AjAwdevUSP2d9+gC1a4v3/e9/QP/+wfn5c1QDQVrOAIJnZH91Dh48KGu96667zuPGkPYxgOAbrjIQtFpEkQEEotDEDATPSZ16gPtBks/d2PRgnDpPS6TvZVSUeNVZEMRldeoEtl3e8CQDQarXMmKEGJSyDSKIf1gPT5D6nwDQqVNwBg8A2wyE6GjLay8tdZxNS+7JDiB06NABOp0OgosBIzqdDkZWewlpDCD4hqsMBK0VUXQ1hKFGDfGWHWei4CUngMDvuGPWadJ8j0guuWPTg2nqPC2RvpcpKeLUh5cuiVM5qh1AMBrFIE9+vtifk67k+4InAQTAUq9lyhTboFVqahkWL45Gdrbl1DAyUjwOVFSIU41L2QjBxroGgk4nHsdKShgI94bsAMKxY8d82Q4KEgwg+IacDAStBBA4hIEotMmZxpEdL8esMxD4HpFccsemB9PUeVpifbJtMonfU7XrIOTkVD8pz8gQr/j7omaApwEEQGzPsGGWYEedOlUoKtqAW2/NqrZuQoJ4TCgu9qq5AWWdgQBYAgjsq3pOdgChUaNGvmwHBQkGEHxDTgZCSYk2xuzJKaJYUuK35hCRylzNwsAgoWvMQAhvnl6Bdj82Xbw/mKbO0xLrk+2ICODIEXUDCIEogOlNAAGw1DgAAINBQG6u4/Vq1AAKC4M7gGBdAwFgLR81KJ7GkcJbZaV4ywCCeqqqxFQ6wHEGQmKi5XfrAl2BwhoIRKFNTgYCv+OOsQZC+PJmCkZpbDoQOlPnaYl1vyU1VfxdrQCCuwKYgFgAU80R3kYj8Pvv4u/nz6v72PYSEsTbYL0wJM22ANhmIADMEvMGAwikCDMQ1HfunHiQ0estBzZr0dGW91ILhRQ5hIEotLmahYEdL9eYgRCepCvQ9oUQpSvQcoII0tj0Bg1sl2dkcApHb/kygKCkAKYapEDV1q3i32+8IT9Q5QmptlWwZiBIxzPAEgBnINx7DCCQIgwgqE+qf1C3rvOrC1oqpChnCAN3ykTBixkInmMGQvhR8wp0djbwxx+Wv9u2BY4dY/DAW74MIPizAKYagSqlgj0DwfocRDqmMRDuPQYQSBEGENTnqv6BRCtTOQoChzAQhTpO4+g5ZiCEH7WvQFsf56OiOGxBDdL3slYty8wL0tBRb/mrAGYghkoAlgBCsGYgSMeqyEhLDTH2Vb3nUQChqqoKGzduxJtvvomrfw3KPnPmDIqD9dNFsjGAoD5XMzBItJKBUFpqOTgxgEAUmlwVUWQGgmvMQAg/al+Btr4yzm61OnyZgSAVwLSvXSHR6YCGDb0vgOnvoRKSYB/CYD8DA8DZhNSguJ77iRMnMGTIEJw8eRIVFRUYOHAgEhMTMXfuXFRUVGDZsmW+aCdpBAMI6lOSgRDoAIJ0ENbrLcECawwgEAU/ZiB4jhkI4UftK9CFhZbfgzVtXGukwJ4vAghSAcwRI8RggXWGgJoFMP05VMJaqAxhkIIGAPuqalCcgTBlyhR07twZly5dQpzV1rjtttuwadMmVRtH2sMAgvqUZCAEegiDdRTfUbSdO2Wi4GYyVa9YbY0ZCK5ZZyCUlTlON6bQovYVaAYQ1OfLDATAeQHM+vXVK4Dpr6ES9oJ9CIOrDAQexzynOICwfft2PPPMM4iOjrZZnpmZiby8PNUaRtrEAIL6gikDwdUMDIAl1a2sTDwRIaLgIk3VC7jOQCgv53fcEesMBJPJ9v2k0KT2FIzWJ7YlJQxCqcHXAQRADBIcP27prwHAhg3qFcD011AJe8E+hEHKlrMOIDCTznuKAwgmkwlGBxU6Tp8+jUTrCespJDGAoD45GQhaKaLoagYGwHZYA7c7UfCxnvLKVQ0EgN9xeyaTbQAB4BWucKHmFIzWGQhVVQxCqcFRAKG4WP19WESE7Unp2bPqPbbagSq5QmUIAzMQ1KU4gDBo0CDMnz/f/LdOp0NxcTGee+45ZGVlqdk20iAlAQQWKZFHTgaCVoooupqBAbA9uQjWgw1ROLMOINglGgKw/Y5z327r6lXL1WKpQ88OaviwvwKdkuLZFIzWAQSAx1I1WPddata0nGSrnYVQXm4ZAgYAZ86o+/hSoKpePdvlngSq5Ar2DARXNRB4DPOc4gDCa6+9hh07dqB169YoLy/HmDFjzMMX5s6d64s2koZInUtHHUt7zEBwTxCUZSAEOoDgbghDRIRlu7PjTBR8pP11dLTjVNnISHFqOYDfcXtS/YOYGEBKyOR7FF70eks/6epV8ZiolP1JLQMI3jGZbPsuOp3vhjHYZ4n6YmR3djbw1Vfi78nJwObNngWq5ArFDATW6/Ke4lkYMjIy8OOPP+Ljjz/Gjz/+iOLiYtx7770YO3asTVFFCk0cwqCuoiJLBDSYiig6G8IAiDvm8nLumImCkZx9fHy8uC/i1Rtb1nPNA+L+nfvB8FJVZfkOGQziZ8DV8dIR+wyEYL3yqxXWmUHStkhNFYcXqB1AsB/CpHYGgkTa96amAn36+OY5JMFeRNFRDQRmSHtPcQABACIjIzF27FiMHTtW7faQxjGAoC4p+yApyfG0iBKtZCC4G8IAiK/j4kXumImCkbSPdzQDgyQuTgwg8OTYlvVUcdK4db5H4cX+Ku35894HEIL1yq9WSP2W2FjLfs1fGQi+CiBInwnp5N6XQmUIAzMQ1KU4uWrOnDlYvnx5teXLly/nEIYw4EkAoaKCVYSdkVP/ANBOEUV3QxgA6x2zk1LBRKRZcjMQAAYJ7VlnILCDGp7sT7I8OUHlEAZ12WcGAcE9hAGwfCakk3tfCpUhDNZJ8iyi6D3FAYQ333wTLVu2rLa8TZs2WLZsmSqNIu3yJIBg/X9kS079A0B7RRTdDWEAuGMmCkZKAgj8jtuyzkDgexSe7AMI588rfwwpA0H6DgbriZtWOMqc9HUAQaoT5usMBH8GEII1A4HTOPqG4gBCQUEB0h1cLq1Tpw7ypcupFLI8DSBwGINjwZaBIHcIA8COM1EwkvbVrvbxvHrjmKMMBHZQw4u3GQgmkzgEEACuucbxY5Iy1oE9SZ064q2vaiBce614e+aMbzJw/RlACMUhDDyGeU9xAKFhw4bYsWNHteU7duxA/fr1VWkUaZeSAEJUlKWKNwMIjgVbBoIUwGAGAlFo4hAGzzEDgRzVQFDi8mUxiAAAjRo5fkxSxlUGgicZIq5IfaRWrcTbigrLfkFN0sm8P2ogWA9hCMbhyJzG0TcUF1GcNGkSHn30URgMBvTr1w8AsGnTJjzxxBN47LHHVG8gaYuSAIJOJ0b8ysoYQHBGaQZCRYX4I+f99wUlGQhlZa7XIyLtkVtEEeDJsT3rDIRz58Tf+R6FF28zEKThCwkJljH7DCB4JxBDGOrWBWrXFrdnXh6QkqLu8wQiA6GqSiwOG6j+p6dYRNE3FAcQpk+fjsLCQjz44IOo/KvMcGxsLJ588knMmDFD9QaStigJIAAMILgjNwNBmlMcELMQpPQ7f5NTRFE62LCIIlHwYQaC55iBQN7WQJACCKmpwZ86rhWBCCAkJwP164vb88wZoF07dZ8nEAEE6XmDLYDgahpH7p89p3gIg06nw9y5c3H+/Hl89913+PHHH3Hx4kXMnDnTF+0jjfEkgAAwgOCM3AwEvd6SRhbIYQwsokgU2uTs49n5csw6A4HvUXjyNoAgndDWrh381e+1IhABhJo1xQAC4JtCiv4MIERFWY4HwRjMcpWBwCC45xRnIEgSEhJwww03qNkW0jhBsMxtzQCCOuRmIADiMIbi4sAVUqystOxs5QxhYKeHKPgwA8FzzEAg6bgXGyv2ezwdwlC7tuXkkMdS77gLIAiCpV6XWs+VnAw0aCD+7oupHP0ZQJCep6IiuAMIzqZxVHP7hxPFAYSSkhK89NJL2LRpE86dOweTVO3lL3/++adqjSNtkYIHAAMIaqistHQu3GUgAOIB6cyZwGUgWAcupJoMjvDkgih4cRYGzzmahYHvUXiRTrAaNQIOH1ZnCAMDCN5xFECQhoFWVorbzHqYqDfshzAAvslA8GcRRel5Ll4Mzs+iqwwEQAyMuKr5Q44pDiD8/e9/x9atW3H33XcjPT0dOoZtwoZ0ZQpgAEENUpGtyEh5BXakk/ZABRCkg3Biojikwhl2nImCFzMQPMcMBJJO7Bo3FgMISjMQrIcwsAaCOqwDe5L4eDEQWlYmBnmCLYAQiAwEIDg/i65qIADiPpoBBOUUBxC+/vprfPXVV+jRo4cv2kMaxgCCuqT6B2lpQISMaiRS3YFADWGQMwMDYN1xZnCRKNhwFgbPOcpAYJAlvEgnWJmZ4m1RkbKZk6yHMLAGgjqc9V1SU4FTp8SgTZMm6jyXdQ2EUBrCEMyfRUcZCFFR4sW7qiruoz2luIhirVq1kKL2fCQUFKSOZWSkvBNegAEEV5TUPwACn4EgZwYGgFfe1GA0Alu2AB99JN4ajYFuEYULZiB4pqLCtkYM94PhSTrBysiwZOopyULgEAb1WWcGWfNFIUXrGgihlIEgBRCCMQPBUQ0EgPtobykOIMyePRszZ85EKd/xsKN0BgaAAQRX5M7AIJECCIHOQHA1AwPAkwtv5eSIV6/69gXGjBFvMzPF5US+xlkYPCPtH3U6cR/Jzml4kk6wEhPFLAJA2QkqhzCoz1UGAqBeAEEQLBd4rAMIBQXqXwTgEAb5HGUgADyOeUvxEIbXXnsNR48eRb169ZCZmYmoqCib+/ft26da40hblM7AAFi+sDyZrE5pBoJ04h7oGgjMQPCdnBxgxAixI2ItL09cvmYNkJ0dmLZReGAGgmekq5xJSWKGHveD4cm6uF2dOmKtIyWFFK2HMEglxpiB4Dmj0dJn8nUAoaTEEihIThb7vxERgMkEnD1rCSioIRBFFIHg/Cw6qoEA8DjmLcUBhOHDh/ugGRQMPMlAkCJ8zECoztMMBA5hCE1GIzBlSvXgAWCZZujRR4Fhw1wXsSTyBmdh8Ix9oTa+R+HJPoAAeD6EQfouBuNJm1ZY95fssyc92T6uSH0kvV7sB+l04gWiM2fEHzUDCBzCIB8zEHxDcQDhueeeU7UBixcvxiuvvIKCggK0b98eCxcuRJcuXZyuv3r1ajz77LM4fvw4mjdvjrlz5yIrK8t8f05ODpYtW4a9e/fi4sWL2L9/Pzp06GDzGH369MHWrVttlt1///1YtmyZqq8t1HAIg7o8zUDQ+hAG6YDGIorKbN8OnD7t/H5BEAs+bd8O9Onjt2ZRmJFTRJFXbqqzH2fNQGp4sj6xk65wy81AEATbDATpmMsAguek9zA+HoiOtr1P6fZxx/oii5Q9Ur++JYCgJg5hkM9dDQQexzyjuAYCAFy+fBnvvPMOZsyYgYsXLwIQhy7kKSw1+vHHH2PatGl47rnnsG/fPrRv3x6DBw/GOWl+Ozs7d+7E6NGjce+992L//v0YPnw4hg8fjp9//tm8TklJCXr27Im5c+e6fO5JkyYhPz/f/PPyyy8ranswULsQWyADCKFYVC7YMhCUDmHgTlkZ6fOg1npEnmANBM/YZyAwgBCevMlAKC62DBVlDQR1uOq3qD2EwdFFFmkmBjUDCAaD5XPCWRjcc5aBwH20dxRnIBw8eBADBgxAcnIyjh8/jkmTJiElJQU5OTk4efIk3n//fdmPNW/ePEyaNAkTJ04EACxbtgxfffUVli9fjqeeeqra+gsWLMCQIUMwffp0AGJBxw0bNmDRokXm7IG7774bAHD8+HGXzx0fH480uZd+g1BOjpgObX1FMyMDWLDA8zHUgQogOHstr72mU9QWrQm2DASlQxiC8UATSHIDSXLXI/IEayB4hhkIBNgGEJRe4ZayD2Jjxc+PdNJWWmoZxkbK+DOAIPWRrAMI0rAFNadytO5bMQPBPWc1EKRAOI9jnlEcQJg2bRomTJiAl19+GYmJieblWVlZGDNmjOzHqaysxN69ezFjxgzzsoiICAwYMAC7du1y+D+7du3CtGnTbJYNHjwYa9euVfYiAHz44Yf44IMPkJaWhltvvRXPPvss4qUjvgMVFRWokHpWAIr+ugxsMBhgMBgUP78vffaZDqNG6f8aS2054uTlCRgxAli1yojbbnMw0NqNkhIdgEhER5tgMMhLAYiKigCgR2mpEQaDSfFzunoto0bp8cQT6Rg4UFvvvxyCAOTnRwLQITXVADkfofh48f2/ckWAwVDl6yZWc/GiHkAEEhKqYDA4//yIdVWjzB1nrX0/tKpbN6BBg0icOQMIQvWeok4noEEDoFu3KlmfF1ekbcJtoz2B3jbl5eL3PDLS+ffc8h0PzL4okJxtn8JC8ViXnCweH8P5PQqUQH93AKC4WDyux8QYkJIifibOnpXXZzp7FgCiULu2gKqqqr9S7qP+qu5vgIsualAIxPa5cEHsN0nfS2s1a4r3nT+vzne0sFB8vKQky3PVqyd+Bk6flt9vdkcMikQhMlKATud9fwBwv23i4sTXcfWqeq/DH4xGwGAQi/3r9bZ97dhY8Vh39apn5yf+5Gj7BLr/pjiA8P333+PNN9+strxBgwYokC6pynDhwgUYjUbUq1fPZnm9evXw22+/OfyfgoICh+sreV4AGDNmDBo1aoT69evj4MGDePLJJ3H48GHkuJgnbc6cOZg1a1a15evXr3cZePA3oxF48MFBEAQ9rE+4AemkRMBDD1UiMnKD4kJsu3alA+iCkpJLyM39Vtb/nDx5LYBW+P33U8jN/VHR88l5Le++2xZduih/LYFWVBSFykqxdscHH3yP66477/Y1HD5cC8BNKCgoRW7uRt830s6xYz0ApOLPP/cjN9d5Pt7FizEAhpivmmzYsMFvbQx2d92VjrlzbwAgwPYzL0AQgLFjv8f//qfeGAZuG+0K1LY5ffpGAHVw6NCPyM11XJTj9OkEAP1x5YoBublf+7V9WmG/ffbtaw2gOS5e/BO5ub/g8mVxP1hWBnz1VS6vHvtRIPdrxcW3AtBh9+5vcOpUbQCd8fvvhcjN3en2f/fvrwPgRkRFFSE3dwtMJgAYBgBYu3Yjatas9GHL/cef22f79msAdITBcA65ubtt7jt+PBFAP+TnVyI3d53Xz7VzZyMAHVBefha5uXsAAIWF4vMfPHgeubnfef0cAJCXVwPAAERHV+Hrr3NVeUyJs23z55/i6zh2rPr7qGUVFXoAfwMAbNv2P8TGWoIfly5dD6Ah9u49hNzco4FpoELW26c0wOltigMIMTEx5qvv1n7//XfUkQZ8adx9991n/r1du3ZIT09H//79cfToUTRt2tTh/8yYMcMm+6GoqAgNGzbEoEGDkCQNTteArVt1KCx0tVl1uHAhHklJt6B3b2VZCFeuiD2g9PRaNoUrXTl0KAIffQTUrXsNsrIaKHo+ua8lPn4w+vcPngjCZ5/pMH26pb2zZt2IBg0EzJvnOjOkcWPgySeBqqp42e+/mp59VtwWffp0xMCBHZyuJ6XxmUw6VFVFICurf7XpXsmxrCzg+uuNePRRvU2tA3HIjhG33dYRQEevn8dgMGDDhg0YOHAgt43GBHrbvPKKuG/q0qU9srKuc7jOyZPibVVVVED2RYHkbPt8/rn4vl1/fWNkZTXC1avickHQoX//LJdFKUkdgf7uVFYCVVViabGhQ/uhQQMd5s0DTKZUWd8TqY/VuHGief24OAFlZTp07z4AjRv7ru3+EIjt8/vv4vZo3rxutW1QUCDObFRcHI3Bg7O8vhD1yy/ic117bT3zc0VG6rBwIVBZWf35PbV/v3hbs2akao/pbtuUlIivIz5evdfhD3+V6QMADB06GJFWpxSff67Htm1AZmYrZGW18H/jFHC0fRydi/uT4gDC0KFD8c9//hOffPIJAECn0+HkyZN48skncfvtt8t+nNTUVOj1epwVc7bMzp4967Q2QVpamqL15eratSsA4I8//nAaQIiJiUGMg0GhUVFRmuqAyx1rd/58JJQ2WypcGBsb8dfQBPekcVOVlfL/R6LstSj+KDtkNIpV7vPzxbHmvXqpO2VeTg4walT1qfrOnNFh1KhIrFnjvEZF7dribVGRDpGRUX6/oiUFBlJTXX92rMf/VVToNfcd0bqRI4HrrweaNxf/HjsW+M9/dNDr1fmMW+O20a5AbRupOFdCgvPvuRQzr6jQISIiKugywNRgv32k/WPt2npERelhfV3BYIiC1YhP8rFAfXekoBEA1KwZZa5XU1iok9UeyzHW0l9KSBDHaFdWRinus2mVP7ePtE1SUqr3QaVTB5NJh5KSKHMfy1NSfYBatSzPdc014rL8fHmfATksBRTVe0yJs20j1ZAoLVXelw+kqr9GpkRGAnFxtq9LOj8R+6nBcRCz3j6B7rsp/hS89tprKC4uRt26dVFWVobevXujWbNmSExMxIsvvij7caKjo9GpUyds2rTJvMxkMmHTpk3o3r27w//p3r27zfqAmM7hbH25Dhw4AABID4HqZL4sxObvIor+LiqXkwNkZgJ9+wJjxoi3mZnicjUYjWIxSPvgAWBZ9uijzmeYkE7Mq6oCU/RF7iwMUVEwR3nF9DFSyvr7kpKibhCLyBUlRRQBTtErsZ+FITIS5hM+FlIMD9IJZEyMuO2ti/SZZAyxlor5WZ/ISic5LErsGVf9lqgoS79KjakcHRVRlGZhKCy07Fu9JX3O/FVAEbAU9Ay2IorOZmAAWAzYW4ovaSUnJ2PDhg349ttvcfDgQRQXF+P666/HgAEDFD/5tGnTMH78eHTu3BldunTB/PnzUVJSYp6VYdy4cWjQoAHmzJkDAJgyZQp69+6N1157DbfccgtWrVqFH374AW+99Zb5MS9evIiTJ0/izF9zphw+fBiAmL2QlpaGo0ePYuXKlcjKykLt2rVx8OBBTJ06FTfddBOuu85xumYw6dVLTHfOy3N8oqrTiff36qX8saWdn/1cuq54E0Bw/1oE1K5dhp49vY/C5eQAI0ZUf568PHG5q8wAubZvt51Jwp4gAKdOiev16VP9/ho1xO0nFlSCXwsqmUyWSL71wdGZ+HixjQwgeMb6hCPAWWoUZpRM4wiIn1V/dmS1SpqFQQogAOJ+8MoVBhDChXSSL30fpACC0Sh+Dqw/G45IszBI/2f9WMF24qYV7i58pKaK20aNmRgcBRBq1RL3pRUV4lSOagxDkT5n0km9PwTr51A697A+Zkk4U453PM5D6dmzJx588EE88cQTHgUPAODOO+/Eq6++ipkzZ6JDhw44cOAA1q1bZy6UePLkSeRbDQS+8cYbsXLlSrz11lto37491qxZg7Vr16Jt27bmdT7//HN07NgRt9xyCwBg1KhR6Nixo3max+joaGzcuBGDBg1Cy5Yt8dhjj+H222/HF1984elboSl6vThVI+B8yp/58z27ounvDARXr0X6+957f/b66qy3mQFy5cusfedsPZ3Okjrs76kci4os74XcAALAAIKnrK82WafFEvmanP18RITlfl69ETk6UWEHNbxYT+EIiN8RaeiKnCvcUgDBOgNBeixmIHhGTgABUDeAYP1cOp1lKsczzmtPK2IfqPKHYP0cuspA4DSO3lGcgfDGG284XK7T6RAbG4tmzZrhpptugl7mWd3kyZMxefJkh/dt2bKl2rI77rgDd9xxh9PHmzBhAiZMmOD0/oYNG2Lr1q2y2hassrPFK+ZTpthe8dbpgBUrPL+S7u8AAmB5LQ88AJw7Z1mekQG8+qoRMTH58LaonLeZAXKpMSQjOVk8SPn7qrR0EI6Ndbwjtmc9toyUYwCBAkXaV7vbz8fFiccEnhyLnGUgAHyPwoV9AAEA6tQR9+HnzwPXXuv6/zmEQX3+DCBIz2V/kaV+feDYseAOIARrBoIUHHA1hIH7Z88oDiC8/vrrOH/+PEpLS1HrryPlpUuXEB8fj4SEBJw7dw5NmjTB5s2b0bBhQ9UbTPJkZwPDhoknvWfOAE89JZ4EezMGKxABBEB8LTExwN/EmVjQuzewaRNgMgnIVWEGG28zA+RSY3iJlIHg7wCCo9Q8V5iB4B0GEChQ5O7n4+PFDjOv3ohDvBxdfWQHNbw4Gpuemgr8+ae8E1QOYVCfuwCCNHmcr4YwAJY6CHl53j8HENgMhKoqsYijkqHMgSQnA4H7Z88oHsLwr3/9CzfccAOOHDmCwsJCFBYW4vfff0fXrl2xYMECnDx5EmlpaZg6daov2ksK6PXiFfMxY4CHHhKXLV/u+eMFKoAAWA6s0mOqWVTOX8UarYdk2JOGZLgbXiIdmPw9hEFuAUUJAwjesQ4gsAYC+ZO0n3eXacTOl8XVq5YieY4yEBhkCQ+OxqZLJ6ieDmFgBoJ3AjGEwVEGAqBeBkIgiihaP1cwBbPk1EDg/tkzigMIzzzzDF5//XWb6Q6bNWuGV199FTNmzEBGRgZefvll7NixQ9WGknfGjRNPTHfsAP6qK6lYIAMI1rN3qn1CJWUGOKsZodMBDRt6VnjSnjQkwz5IkJEhr1BjoDIQPA8gqD/1YDhgBgIFipIMBICdL8Cyf4yJsQ28MAMhvDgbwgDIO0F1NIQhWMeea4XcAIKaszDYP5evaiD4s4hiVJQl6yAYAwjMQFCf4gBCfn4+qqSJNa1UVVWhoKAAAFC/fn1cZa9XU9LTgZtvFn//9789e4xABhCs6x+offKsRmaAEtnZlh3Xa68BmzeL4+Pk1KYIVAYChzD4l/UBjbtS8peqKkuxWDk1EAB2vgDH9Q8ABhDCjaMAgtwT1PJyy+fE0RAGBhCUq6qyHD+dzYChVgaCyWTpmzobwhDMNRCA4AxmyamBwCC4ZxQHEPr27Yv7778f+/fvNy/bv38/HnjgAfTr1w8A8NNPP6GxGnOVkKr+mh0T//mPuGNVypsAgrdfUOsMBF+cPEuZASkptsvlZgYoUVFh6WhMnCgOM5EbnAi+DAQGEDxhn4HgqGYGkdqsa+QwA0E+Z/tHBlnCi6PUcrlDGKThC5GRluO89WMF01VfrbDuKzq7+KFWAMH6OO1sCEMw10AALAGEYPosuspAYIDXO4oDCO+++y5SUlLQqVMnxMTEICYmBp07d0ZKSgreffddAEBCQgJee+011RtL3vnb38SdZX4+8L//Kf//UB3CIMnOBl5+2fL3c8/JzwxQQjpQ6fXyr+hLAjWNIwMI/mUdQDAavf/+EMmhJIDAk2MLZiAQ4Di1XO4JqnR/SortcMpgvOqrFVK/JSFBDMw4olYRRalPFh1d/WQ1FGogWD9fMH0WXdVA4DSO3lE0QFkQBFRWVuLzzz/HyZMncfivwfQtWrRAixYtzOv17dtX3VaSKqKjgbvvBl5/XSymeMstyv7fkwCC9AU1GMQTIU+HAVgPYbAuWKU26x1Jerq6xRol0oEqNVWcT10JKeDAWRhCm/0BuqjI8QGQSE3SPj4iwnmHW8IMBAtnAVYGEMKLqxoIcjMQrIcvAMF50qYVci58qJWB4KqPJAUQiovF/mtionfPFYgaCNbPxwwEAhRmIAiCgGbNmuH06dNo0aIFhg4diqFDh9oED0jbpGEMX3yhvGiMNxkI1v/vCesMBEHw3cHUescoXVVSm/S+Sx0LJTiEITzYf75ZB4H8wXof76yorIQZCBbMQCDAdQ0EdyeojmZgADiEwRtKAghFReL0hJ5yVkARED8PUt9NjWEMgRrCEIyfRVc1EHgM846iAEJERASaN2+OQus59SiotGsHdO4sZgR8+KGy//U2gOBpGrbJVD3Y4asUfusTt4sXffMc0muxv9IgR7BN41hZyQCCJxhAoEBQso9nBoIFMxAIcHxiJzcDwdEMDNaPxQwE5eT0W2rWtGSCepOFID2XsyxNNYcxBLoGQjB9FuVkIFRU+C6rOZQproHw0ksvYfr06fj555990R7yg3vuEW+XL1dWnM2TAEJkpGUYgKcBhEuXLEUfpR2Yr67AW0dWfRVAkA5SwZSBwCEM/mV/wsEAAvmDkn08r95YuMtAYJAlPLgawlBS4vpz4CwDIRhP2rRCTgAhIsLynnsTQHDXR1JzJoZABxCCKQNBTg0EgPtoTygOIIwbNw579uxB+/btERcXh5SUFJsf0r5Ro8QO4k8/Afv2yf8/TwIIgPeFFKX6B7Vq2aab+YL1QdrXQxg8yUAIliKK0oGNAQTPOKqBQORr0j5aSQYCAwjMQCCRowBCUhIQFSX+7uoElTUQ1Ce336JGHQR3AQQ1Z2IIdBHFYAwguBrCADCA4AlFRRQBYP78+T5oBvlTrVrizAIffSRmIXTqJO//vAkglJR4HkCQ6h/UrWt5bn8EELSYgcAiiuGBQxgoEDiEwTOsgUCA4wCCTmeZ/er8eaBhQ8f/624IQzCdtGmF3ABCnTrAoUPqBBCcPZcvhjAEqohiMAWzXNVA0OvFY11FBffRnlAcQBg/frwv2kF+ds89YgDhww+BoUPFk+X0dKBXL+czDwQqA0EKINSrZxlyEcxDGMKpiGJ5ueJdDMFygK5VSzw5YQCB/EHaxzvqbNnjEAYLZiAQ4Dy1XAogyMlA4BAG9TgL7NlTIwPBXQ2EUBjCEIzBLFcZCIB4HGMAwTOKhzAAwNGjR/HMM89g9OjROPdXfvnXX3+NX375RdXGke/06yfuNK9cAYYMAcaMAfr2BTIzgZwcx/8jVagN1BCGunV9n8Kv9SEM1hkI/ir6Iggsouhv0ucwLU28ZQCB/IEZCJ5xdqLCIEt4cZSBAMgrpMghDOoLxSEMlZWWmmAsouieqxoIAI9j3lAcQNi6dSvatWuH3bt3IycnB8V/7TF//PFHPPfcc6o3kHxj7VrHO8u8PGDECMdBBC1kIPj6CnywFFH05VSW9srKLAcsDmHwDwYQKBBYRNEzzEAgwH0AwdUJqrshDOXlgNHofRvDiRYDCN5mIFj3+1hE0T05GQgA99GeUBxAeOqpp/DCCy9gw4YNiI6ONi/v168fvvvuO1UbR75hNAJTpji+Txoi8Oij1Q9WgS6i6I8AgvXOuaTEu3mBnfFmCENsrKUgk78KKUoH4YgI+WPuGEDwjnQwkwIILKJI/uBJEUVeuWENBBL7Ts4CCNIJqpwMBGcBBCC4rvxqgdIAgrupNl1RMguDktnP7EmfsagoS1/QX4JxCIOrGggAj2PeUBxA+Omnn3DbbbdVW163bl1c8CZ8R36zfTtw+rTz+wUBOHVKXM9aoDMQ6tb1fRFB+x2j2sMYTCbnqYpy6HT+r4NgfRDW6eT9DwMInquqsgSumIFA/sQMBOUqKiydT2YghC/rueTtrwy7G8JgMFhOQO37BbGxYvAeYABBqUBkIDh7LulYbjBY+oCeCFQBRevnDKbPodwhDNxHK6c4gFCzZk3k5+dXW75//340kEJspGkONp+s9QIdQLDOQPBHDQRA/WEMly9bMjs8CSAA/g8gKJ2BAWAAwRvWn0EGEMiflBRR5JUbkXSSotNV30eycxo+rC8+OCqiCDg/QZX6GTpd9SwWnY51EDylZBYGwLdFFKOjLc/jTR2EQBVQBEJ7CEO4H8c8oTiAMGrUKDz55JMoKCiATqeDyWTCjh078Pjjj2PcuHG+aCOpLD1d+Xomkxg5BbRRRNHXQxgi/5o8QO0AgnQFIilJPKB4QjpA+XsIg9wCigADCN6QPoMREZaOJwMI5A/MQFBO2j8mJVmuFEsYZAkf0klVXFz1mazcZSBIV6Rr1nQ8C1Ywpo5rgZZqIADqzMQQyABCMH4O3QUQGOT1nOIAwr/+9S+0bNkSDRs2RHFxMVq3bo2bbroJN954I5555hlftJFU1qsXkJHhPB1dpxPnKu7Vy7LMuhaAFjIQfBFAMJksOxFpR6/2EAZvCihKAjmEQS5pp1xVpTcXYCR5rDsI0rZmAIH8gbMwKOdqqjjrzqk3455J+5zVPwDcn6C6G9bIDATlDAbL+6UkgODp91ROAEGNQorS5yyQGQjB9Dl0VwOBgXDPKQ4gREdH4+2338bRo0fx5Zdf4oMPPsBvv/2GFStWQO8odEqao9cDCxaIv9sHEaS/58+3jYRLHUvA8wCCJx3NkhLLF9vXNRCsdyANG4q3vspA8CaA4O8MBE+GMFgf3ML9BEMp6wBCYqL4O4sokj8wA0E5VwFWKYAAeB5Ap+Dg6sqwuwwEZzMwSILxxC3QrPtHUiDeGSmAUF7u2f6sqspyYu8qWKHGVI7MQFCG0zj6TqTSf/j222/Rs2dPXHPNNbjmmmt80Sbyg+xsYM0acTYG64KKGRli8CA723Z96wCC0tR7bzIQpOyDuDjxIOrLGgjSTlGns2Qg+CqA4Gn9AyA4MhBiYgCdToAg6FBaCqSk+KJloUnqwFgHEJiBQP7AWRiUc5WBYN1pLS113oml4OcqA0EKIFy8KNZAsr/W5mwGBkkgT9yMRrGgdn6+OKy1Vy/Hwyy0RvpeJiZahqQ6U6OGuM+rqBD7aEpPzq37Yv4awsAiivJwGkffUZyB0K9fPzRu3BhPP/00fv31V1+0ifwkOxs4fhxo2lT8e84c4Nix6sEDwBJAiIqSX4lf4k0AwXoKR1/PQGAd2ZVOeLU8hMEfGQhGI3DwoPj71avy56HW6Ti2zFOOMhAYQCB/8CQDobIyvOendxVg1estAXfuB0ObqwCCFBgwmRz3KbQ6hCEnB8jMBPr2BcaMEW8zM8XlWid9Lx0F9uzpdN7VQZD6YnFxrqdWVGMIgxaKKBoMvpni3Bfk1kAI90C4JxQHEM6cOYPHHnsMW7duRdu2bdGhQwe88sorOO1qXkDSLL0eaN1a/N1ZAR/A8xkYAEtH05sMhLp1xVtfBhCsOwBSAEGLGQi+nspSInUePvpI/PvTT5V1HqQdczBFq7VAer/i4xlAIP/yZBYGILw7X64yEAAGUsOFqwBCVJQlwORoGIO7DIRAXPnNyQFGjKg+5Xdenrhc60EEpZmT3szEIHeYZ6gMYQCCYxiD0WgJdLCIovoUBxBSU1MxefJk7NixA0ePHsUdd9yB//znP8jMzES/fv180UbysUaNxNuTJ52v400AQY0hDPXqibfWReWkOZfV4igDQYs1EPwxhEGNzoMlsqswZSXMOSqiWF5umQWFyFeU7OetO2Th3Plyd6LCDmp4cHdi5+oKt7saCP7OQDAaxeGtjgoKSssefVTbmUdKAwhqZCC4e65gL6IYFWXJqFLzs2g0Alu2iBertmxR73NlPfTa2fAxTuPoOcUBBGuNGzfGU089hZdeegnt2rXD1q1b1WoX+ZFUyuLECefrBCqAYD2FI2CJ8AqC+gdT67Fl0tUkLQ5h8HURRbU6Dxxb5hlHQxgAZiGQ7ynZz0dEeFcgN1QwA4EA1xkIgOtCinKHMPjrqu/27dUvHlgTBODUKXE9rQpEAMFdBoJUA+HsWXg8O1UgMxAAy+dbrc+iL4fJWJ9zODumcf/sOY8DCDt27MCDDz6I9PR0jBkzBm3btsVXX32lZtvIT4IpAyE21lIQR+0TaOvIrpaHMPg6A0GtzkN8vBht4I5ZGesOQlSU5TvHAAL5mtL9PIOE8jMQwjnIEg7cBRBcnaDKLaLorwyE/Hx11wsEfwYQpOdyF0CoU0ccJiwIQEGB8ucBAltEEVD3s+jrYTLSPjcy0nkhTR7DPKc4gDBjxgw0btwY/fr1w8mTJ7FgwQIUFBRgxYoVGDJkiC/aSD4WTBkIviyk6I8hDMGQgaBW54GRXc9Yz8IAsA4C+Y+SWRgAfscBZiCQyJsMBK1N45ieru56geBpAMHZVJuuyM1AiIiwvGeeDmMIlQwEfwyTcVdAEWCA1xuKAwjbtm3D9OnTkZeXhy+//BKjR49GvHU1JQo6UgZCXp7ztCqtZCAA1nUQ1B1bb90B8NUQhmDIQFCr88COs2fsOwgMIJC/eJqBEM6dL9ZAIMD9iV0wDWHo1Uuc0tsZnQ5o2FBcT6u0OIQB8H4qx0AHENT6LPpjmIx0zuFq+lxmIHjOzeyo1e3YscMX7aAAqldPLIxSWSkGEaSAgjUtBRB8NQuBswwEk0mMHHurtNSyk9JyEUWp85CX5zg6rNOJ97vrPFhOLlhEUQnrWRgA/xTNJAKUzcIA8OQYcJ+BwA5qePB0CIPJZMl01MoQBr0eePVVYNSo6vdJ03jPn+981i4tCMQsDHKey9tCioEsogiolw3jj2EyzEDwLcUBBAA4cuQINm/ejHPnzsFkVwp/5syZqjSM/CciQowmHz0q1kHQUgDBfggDYDmhunLFdioxbznKQDCZxCu/ciLL7kgHpuho2+J4Svl6CINeDyxYII5Bs6ek8yAd4PzVcTYaxWh1fr6YHdGrl7Y7OM4wA4ECRel+np0vZiCQyNMhDJcvW2aU0soQBsBy0USns72QkJEhHv+zs/3XFk9IgT0t1UAAvJ/KMdA1ENQawuCPYTLScUlOAIH7Z+UUBxDefvttPPDAA0hNTUVaWhp0OsvVRZ1OxwBCkLrmGjGAcOKE4yvLgQggGAyWyLzjIQzqBhCsT9zi4sR2l5eLbVAjgGA9fEHnxUV56fWXlIgnzb44Sc7OBtasAe67z5JeCSjrPPiziGJOjjiezjolLiNDDIRovaNjjwEEChQWUVTGZLKcPLAGQnhzd2XY2QmqdHxNTLRMkWfP3xkIAPD22+LtAw8AS5aIv//vf0D//sERmOcQBt9QawiDu0xXQPxO9Ojh+XPIyUDgMDzPKU7MfuGFF/Diiy+ioKAABw4cwP79+80/+/bt80UbyQ/czcQQiACCdMKt11uGFADWKd3qpsbb75il51SrDoIaBRQBy+sHfJvWnp0NPPOM+HuXLsDmzcCxY/JPyP3VcfZ1JV9/YwCBAsXTIorh2vkqLrZcPWYGQnhzd2XYWQaCuxkYAP/XQDh2DNiwQfz9sccsFzyuu86z4IHRCGzZAqxapcNPP9X2qjCeXO4Ce/akAEJhoeU7LZeSAIK3QxgCHUBQKxtGynR15epVYOJEcXi19Bn66CPxVs5nSE4NBO6fPac4gHDp0iXccccdvmgLBZC7mRgCEUCQ6h/UqWNbg8BXY8LtUxDVnolB6jh4G0CIjra8p74eFy+l2d14I9Cnj7LOgz8iu/6o5Otv9rMwsAYC+QszEJSRgssxMc47qeyghgdPayC4m4EB8H8GwvLl4u3AgUCTJpYTY+mkXImcHCAzE+jbFxg3LhLPPtsTzZpF+jywrzQDQXr/jUblw0M9qYHg7RCGQAcQ1AhmSZmu1hfFAHFI9UMPiVMvfvgh0LmzeI7Sty8wZox4m5np/uKQkgwE7p+VUxxAuOOOO7B+/XpftIUCSIsZCI7qHwD+KaIIWCLXagcQvJmBQWJdB8KXpM+DFGBSQuo4l5T4roiiPyr5+hszEChQPC2iGK4ZCHJOUhhACA9yayCUldkGAtzNwGD9mP4IIFRVWQIIf/+7eCv1hZQGEJxlB5454/vsQKUBhJgYy7FW6VSO/hzCEOgiimoHs7KzxYAAANx9tyXTddEi4MsvxWPRTz9Vf7/kZJgqqYEQrscwbyiugdCsWTM8++yz+O6779CuXTtERUXZ3P/II4+o1jjyHy1nIFjXPwB8N4TBWQaC1oYwAOKB6tw531+VPnVKvG3YUPn/+qPj7I9Kvv5mPwsDAwjkL8xAUMbdDAwAO6jhwt2JXUKC+L2qqBBPUKX1tDaEYd068WQtNRUYNkxcJp2EKwkguM4O1EGnE7MDhw1Tv6ZCRYXl+yY3gACIfbOrV8W+2rXXyv8/T4ooXrokttFVer09QQidIorWDh4UbydOFDNdJQMGiP19R+cOggC3nyElGQgGgxg8i/RoaoHwpPiteuutt5CQkICtW7di69atNvfpdDoGEIKUdQaC9MW0ps0AgvK2uOKsBoKWMxDCPYDgj0q+/sYMBM+EyiwcgcRZGJRhBgJJ3J3Y6XTisT8vTzxBzcwUl2ttCINUPHHcOMt+QPp8K7mYoiQ70PqkUQ1SRoBOVz093pXUVODPP5UXUlSSgZCcLJ60lpWJgZqmTeU/T0WFpT5DoDMQ1AogFBWJGQeAWGPD2vbtlkxkR9x9hpTUQADEbeLNDGnhRnEA4Zi0pSmkSCeIJSXiCbP9wUyNAILSTqazIQzWszCoyb4D4KshDGplIAC+HcJQVWVJG/NkCENcnHjpwZcnF+4q+ep04v2OZhbRKgYQlAulWTgCiRkIysjJQAj39ygcmEzyrgzXqSMeq6xT5JUMYaiqEgvKOZutwVtnzgBffSX+Lg1fADzLQAhkdqDUzqQk2/pZ7ngyE4PBYOnjyAkg6HTiMIY//lAeQLAOIAW6BoJawayffhJvGzSoft7h7WdITgaC9X2lpQwgKKG4BoI1QRAgOJt/g4JKbKzlSr+jOghqBBCMRvEAKJezDARf1UCwT0HU8hAGf2QgnDkjdoyioqpvAzn8ceXNVSVfKYtm/vzguhJtH0BgEUXXQm0WjkARBM7CoBQzEAgQP/9SV9hVAMHRCaqSIQyAb7MQ/v1vsZ/WowfQqpVluSc1EAKZHai0/oHEkwCC9UUcudkOns7EIPVRY2IC16dRewjDjz+Kt+3bV7/P28+QnBoIOh2ncvSURwGE999/H+3atUNcXBzi4uJw3XXXYcWKFWq3jfzMVR2Eykrx1psAAqBsGIO7DIQrV/wzjaMWhzD4IwNBGr7QoIGyKL7E0nH2XRFFwFLJ1z76n5EhLg+mK9CCUH0WBmYgOBeKs3AEisFg+Z0ZCPIoqYEQru9ROLA+qXeVLu1oKkc5QxiiosQfwHd1EEwm4N13xd8nTbK9z5MhDFJ2oP1wWIlOJ2a++iI7UGqnPwIIUrAiIUH++HlPAwiBnoHB+rnV+hxK9Q/shy8A3n+G5GQgANxHe0rxacG8efPwwAMPICsrC5988gk++eQTDBkyBP/4xz/w+uuv+6KN5CeuZmJQIwMBUBZAcFcDQe0TKvsiimoPYQi2DARv6h8A/t0pZ2fbdnruu08cVxdMwQPA8RhHBhCcC8VZOAJF2scDnIVBLmYgEGCbvegq2C6doCodwiA9NuC7DITNm8Xx/0lJYuaWNU+GMLjODhSju77KDvQ2A0HJLAxK6h9IpJkYlE7lGOgCitbPrdbn0FUGgvVnyD6IICfDVE4NBOv7uY9WRnEAYeHChVi6dCnmzp2LoUOHYujQoXj55ZexZMkSvPHGG75oI/mJqwwEbwIIgOULvnmz/KuBUgDBWQaCmifP1tVtfTGEwWi0BCKCpYiiN1M4Apb30V8nF9aBnoSE4Bq2ILE+KHMWBvdCcRaOQLEOIDADQR5mIBDgfgpHiXTxQOkQBuvH9lUA4Z13xNuxY6tf4fZ0GkcpO9C6UB0gnkD7MjtQaqer76UjjraPO54EENLSxNudO4EtW+T3iUMtA8FkstRAcJSBAFg+Q1LQRSInw1RpBkK4BsI9pTiAkJ+fjxtvvLHa8htvvBH57KUFNV9kIOTkiNWGpR3kyJHi3+7GJZtMliiwsxoIV69artZ6q6LC0kb7aRzVyEAoLLSkVLvrKMjhzyEMnmYgSEUU/dVxtj7ou6rcq2VSByE62pIOyRoIzoXiLByBIu3jIyPlD1kK95NjZiAQoDyAIPVtBEHeEAbAt1M5Xrhg6ZPZD18APBvCIMnOBvr3t/77dxw5UuXT7MBA1ECQ+1w5OcCcOeLvu3YBffvK6xMD2gggqBnI+vNP8XFiYlxPm5mdDRw/bqnLMXu2vAxTOTUQAO6jPaU4gNCsWTN88skn1ZZ//PHHaN68uSqNosBQOwPBm+Jmly5ZCi46y0AQBB3Ky9WZtNVRdVs1hzBIB6SUFHXmmeUQhuqsD/pS9kqwcdRBkDIQiovVC5iFikCOsw01SgsoAiw+pSQDIVzfo3Ag98TO/gS1uNhSeyQQQxiMRvEK+LRpYp2rjh3FH3ueDGGwZh14iIkx+jw7MBABBDkZCFKf2L5PKbfgr32h70BQs4iiVP+gbVv3/WK93nKRMyNDXoap3AyEcD+OeUrxqcysWbNw5513Ytu2bejRowcAYMeOHdi0aZPDwAIFDzUzENwVN9PpxOJmw4Y53hFIV5Br1qw+ZVFsrLizqaoCSkvVDSBYV7eVMhBKS8XX7+nwDUDdAoqAfzMQPB3CYF1E0WTyrBCjElIqKBCaAQTpfk4zZCGNkbQfswsE7ywcgeJJkDjcr9wwA4EAzzMQpGNWbGz1NH97agcQHE19e+yYuNz+yq6aAYRz59y8UBX4M4AgPZe7AIK3fWJAGxkI0nMbDN5PKSrVP3A2fMGe0kwYuTUQuI/2jOIu/e23347du3cjNTUVa9euxdq1a5Gamoo9e/bgtttu80UbyU+kE8WzZ6sXO1TaufS2uJmzAoqAuKOVrsCXlUXJa5AbjjoAycmWkxBv6yCoWUAR8G8NBG8zEABlxTM9FQoZCPYzMADiwU8KvrAOQnXSGEn771YwzsIRSNI+Xm4BRYBXbpRmIDCDKDTJDSDYn6DKHb5g/dhqBBCcZYdeueL4SrinNRAk1lfcgyGAcPmy7aw0rsjNQFCj4K8WiiiqOaWolIHgqICiI9LnUGkAQW4GAgMIynh0+bZTp0744IMP1G4LBVhKirhzKCkRd2TWI1KUBhC8LW7mbApHSVKSeFBSOwPBeucYESEegC5dEp9LKnzjCemKQ7AEEMrKLJ0bz2sgWH4vLXV/hcUb1kUqAfH9NhqD78qzo8+hTidmHVy5wgCCM9nZYgdMykSYOBF4++3g2/6BxAwE5eScqFjvB8vLfbsfpMBQmoFw8aKYQSl3BgZAvRoInlwJt77yK60jlyDYH5vdXA5WgacBBKlfBQBffOE6G0AiN4CgRsFfLWQgREeLP5WV4mdRaaFKa0ozEJQGspTWQAjXQLinZGcgnDlzBo8//jiKHJyxXLlyBdOnT8fZYL3sRwDEg4KzOghKO5feFjdzlYEAWHbWagUQnHUA1JqJIdiGMEiR8ho1PD9A6PVAVJRYmdLXJxhSx0ZiMtkOaQgWUgfB/iSDhRTds74akpjI4IFSngQQwjkDobLSsl9ztY+0D6RS6JF7YpeSYjn5LiyUPwOD9WN7e9XXkyvh0om40aj8+cvKbGd4uXAh3ueZOJ4EEHJygKZNLX/ffru84oZyiyiqUfBXCwEE6+f35rNYVCQOmQGUBxCYgaANsgMI8+bNQ1FREZKsQ3R/SU5OxtWrVzFv3jxVG0f+JwUQ7OsgSAcAueOdvC1u5mwKR4n0MSwtVWcIg7Mds1ozMQTbEAbr4QtKrjbYi4nxTwBBen9r1rR0xoIxnunsc8ipHN2z/i4omcebRMxAUMb6KpiDbpGZXm95T8PxfQoHcjMQIiMtJ0EXLgRmCIMnV8Lj44Gov7paSocxSH2nyEhArxdQVRXh82l1pRNMJTMjeFrwW24NBDUK/mqhiCKgTiFFafrGBg3kz0zmaQBBbg2EcAyEe0N2AGHdunUYN26c0/vHjRuHL7/8UpVGUeA4K6SotHMpFTcDqu8w5RQ3k4YwOMtAsAQQfJuBoNZMDL7KQCgvF6+Eqc3bGRgk/gogWF/JkT4zDCCEF+tsHCVFsEjkySwMUserqkr+mOFQIXVik5PdZ7uEc6AlHMgNIAC2hRQDMYTBkyvhOp3nUzlKfaeUFEt/4uRJL65KyKAkA8HdkA5AHNIhTfNtT+4QBm/7xID2MhC8+SxKwxfk1j8AfJeBwP2zZ2QHEI4dO4ZrXJRjz8jIwPHjx9VoEwWQWkMYAEtxswYNbJenp7svbuZuCIOliKLvaiAA6g9hUCsDwboSvy+yEIItgCCdMKamWj4zUhAqmDCA4DlmIHjHmyEMQPhdvblyRez1yzlJYQc1tCkJIFgXUgzEEAZPr4R7OhODdQDhmmvEM3JHU4WrSUkAwdvihkqmcXTWJ5Zb8FcLRRStn9+bz6LSAoqA8iCW3BoI4TwUzxuyAwhxcXEuAwTHjx9HnLs8EdI8tTIQJNnZwPHjwObN4k4SAJYudb+jdFdE0VIDITyHMOj1lp24L+ogeDuFoyQmpgpAYAIIwZiB4GgWBsASQGANBOeYgeAdT2ZhsF433DpfcmZgkDCAENqUXBm2zkBQMoRBrQCC9ZVwe66uhHsaQLD+nliGyPouA6G83LIvk/Pd9La4odwaCBKpTzx0qPj3uHFiLQA5swVpJQNBjSEMSgsoAsxA0BrZAYSuXbtixYoVTu9///330aVLF1UaRYGjZgaCRK8H+vQRfwBL5NEVuRkI/iqiqLUhDIBv6yB4O4WjJBAZCFLQKRgDCM46CNK2ZgaCc/YZCI5SUsk5T/bxOl34FqBScpWTY2xDm7cZCHL6BWpO4yhdCbcPXLi6Eq705E1inYHQqJHvMxCk72VEhLzt4W1xQyUZCBK93nLirKTgr1ZqIHg7hMFkstRA8McQBnfXtsP1GOYt2QGExx9/HO+99x4ef/xxm9kWzp49i8ceewz//ve/8fjjj/ukkeQ/UgbCqVO2c1Z7E0CQdOgg3h444H5drRRR9PSgaU0Q1M9AAHwbQAiFIQzBHECwn4WBQxjcs85AqKhQp6MdTjzdx4fryfHly+JVVGYgaIPRCGzdqsO2bQ2wdavO6Zh1X/C2BoKSDARvayBIsrOBuXPF39u3F7NEXV0JV2MIgxRA8GUGgnVRwwgZZzjeFjeUW0TRnrTNlcwWpbUMBE+PsX/+Kf5vTIztdPHuSPvaigpLcMAVpRkI4XYM85bsAELfvn2xePFiLFq0CPXr10etWrWQkpKC+vXrY/HixVi4cCH69evny7aSH9SvL+50KyttT8D8GUAoKbF0tEIhA6G42PL+qZmB4MupHNUbwuDfAAKLKIYv+0Aa6yAo40kRRSB8r94oyUAI1/fIX3JyxCn3Bg6MxLx5nTFwYKSsKfjU4s8AgpqBUekz3LatmCHq6kq4OjUQxN9PnPB9AEHukAJvihtaF7EOxwCCp8EsafhC27bi7BxyJSZagkLuLuoZjZZtw2kcfUPR2df999+Pv/3tb/jkk0/wxx9/QBAEXHvttRgxYgQypAHuFNSiosQCL6dOiWns6eniF1GK5qsRQDh6VOzsO5v6Sjrxi411fkD2dxFFbwII0olMXJy6O35fZSBcuWI5UVUrA8HXV4OtU0EZQAhP9oG0CxeAxo0D05ZgxAwEZVgDQRukKfjshyxJU/DJKU7nLSUndtZDGKwz59xRcwiDxPrk3h3pc65WEUVB8G6KaGeUBhAAy5COKVNsCyrWqwcsXuz88yMdc3Q628LWcngTQAh0EUVvg1nSMGYl9Q8AMXhQs6b4mbp0yfXwE+l4BnAaR19RfPbVoEEDTJ061RdtIY245hoxgHDiBNC1q+0X0ZsAQu3a4gnpqVPiDqRnT8frWU/h6OwA468iimpM4+iL4QuAJYCwaZOYgterl/yxdK5I9Q9SUqqn0isVHc0hDEq4q4HAIorOSe+NTid2TpmBoIwnRRSB8L16w1kYAs/dFHw6nTgF37Bh6hwbnfEkA+HUKcvnIRBDGABlAQS1pnHU6QSUlelw4YL6fSLAswACIAYJhg0TZ1uYMEHs/y5ZAtx2m/P/kQIISUnyhktYYwaCsvoHklq1LAEEV6yHOLg7b+H+2TMKP/LqW7x4MTIzMxEbG4uuXbtiz549LtdfvXo1WrZsidjYWLRr1w65ubk29+fk5GDQoEGoXbs2dDodDjjIly8vL8dDDz2E2rVrIyEhAbfffrtNXYdwZz8Tg1oBBMCShbB/v/N13BVQBPw/hMGbGgi+KKCYkwN8/bX4+7//DfTtC9VSNtWqfwAEfhrHYCuk524WBmYgOCd15qTPLWdiUIYZCMowAyHwvJ2CTy2eFFE8elS8jYx0no1pzRdDGDwJIHgzC0NMDFCrlnhm56tCitLzKQ0gAJaC3zfeKP595Ijr9T2tfwB4FkAIlSKKnmYgAPIDWVIAITLS/TAJTuPomYAGED7++GNMmzYNzz33HPbt24f27dtj8ODBOOdkAvedO3di9OjRuPfee7F//34MHz4cw4cPx88//2xep6SkBD179sRcqTqMA1OnTsUXX3yB1atXY+vWrThz5gyyfZ3jFkTsZ2KwDiBEeXnBX04dBHdTOAL+K6JoHUCwLiqphNoZCFLKpn1nVErZ9DaIoFb9AyCwszAYDN4FfgKBQxg8IwiWDISmTcVbZiAo42kAIXwzEMRbZiAEjrdT8KnFkwyEKnGGY9SuLS+VP9ABBDWGMABAnTriWZqLWeG94mkGgrWWLcXb335zvZ4nMzBIpABCcbFlrL4rguD8AoO/eTOcpqhILNYJeJ6BALjv20nBADkZddw/eyagAYR58+Zh0qRJmDhxIlq3bo1ly5YhPj4ey5cvd7j+ggULMGTIEEyfPh2tWrXC7Nmzcf3112PRokXmde6++27MnDkTAwYMcPgYV65cwbvvvot58+ahX79+6NSpE9577z3s3LkT3333nU9eZ7BxloEQE+P9mDU5AQQlGQhq1UBw1gGQdlYmk+fp49KJjBoBBHcpm4CYsulNBWq1pnAE/BNAqKqyHExq1xYPGNIB3UksUrM4C4NnSkosAT4pgMAMBGW8zUAIhs6X0Qhs2QJ89JF4681+khkIgeftFHxqMBotJytKaiBI5AxfAGxP2tTKrPP3EAYAqFtX/BL4KgNBjQBCixbi7eHDrtfzJoBgPUuEnCyEsjLLdg90DQRvhjBI0zdmZMj73NmTG8iSO4Wj9TrcPyujztmXByorK7F3717MmDHDvCwiIgIDBgzArl27HP7Prl27MG3aNJtlgwcPxtq1a2U/7969e2EwGGwCDC1btsQ111yDXbt2oVu3bg7/r6KiAhVWl+KL/jqbNBgMMBgMsp8/GNSvrwMQiePHBRgMVX/tJKIQEyP+7Y02bcTH+vlnAaWlVQ4zGvLzIwDoUbu2EQaD48v+YocsCmVlkaio8D7vqLg4EoAOMTFVMBgsR2e9HoiLi0RZmQ7nzhk8ivwWFIivJyXF+euRa+tWHU6fdv61lVI2N2+uQu/envUyTpzQA4hA/fretddgMJgDCMXFJhgMvplXSwzQiB+kxEQDDAagbt1IXLmiQ15eFZo2VXccg9EIfPutDvn5Yse0Z09BtfG1JSWOP4dxceJ3sqjI++8gAPM+K1T2XWIHLAp6vYAGDUwA9Dh71nefOV8K1LYpLRW/95GRyr73MTHi/xUXe79/86XPPtNh2jQ98vIsUfAGDQTMm2fEbbfJ30dI20XqwCYk2H5XHYmJEY8BJSXafo+CTbduQIMGkThzBhCE6lc3dDoBDRoA3bpVwVdfJzGoKx5/YmIMbp8nOtrSpwCAlBR5+6noaPF5xGwrg9f1iQDg4kXxeJOU5P4znJAgHoMuX1Z2DJKeQzw2G8wBhGPHfPNduHhR/K4lJnr++GIQOgqHDgmorKxyeuHs4kXxPUlK8uxYk5ISiQsXdCgoMLgd4irub8TPWVSU+8+ZUkqOOzEx4uv2pF+3b5+4fdq18+w9S04W///CBdfbVzpviY11/3kVz0OiUFamTv/KFxxtn0D33wIWQLhw4QKMRiPq2V1mrlevHn5zkjdUUFDgcP2CggLZz1tQUIDo6GjUtAtPunucOXPmYNasWdWWr1+/HvFq7Mk15OTJRAD98OefBuTmfo3jx8W/dbpK5Oau8+qxBQGIj89CaWkU3n57OzIzq19S/fHHzgAaoLDwV+Tm/unwcSoqIgDcCkHQ4YsvNiM+3rsv/YULAwHE48cfd6C09LLNffHxg1BWFocvvtiBZs2Uz5l44EAHAI1QWHgYubluBtW5sW1bAwCd3a739dcHUFKS59Fz/PjjjQDqoLBwP3JzPXsMSUyMWAb/zz/zkZv7g1eP5cypUwkA+iMhoRLr14uFISIjewKojXXr9qO4+Ixqz7VrVzreeacdCgstYe3atcvw97//hO7dvc+TvXRpCIAY7N27DefPW74b0mu8eFH8Tqplw4YNqj1WIEnvT1ycAWfPHgLQHr/8cha5ua5r6miZv7fNsWPXA2iIP/88hNzco7L/7+LFjgCuwf79vyE39w+ftc8bu3alY+7cG6otz8sD7rxTjyef/F7x9/f8+SoA0fjpp224fNl1atCpU80AtMHvv59Gbu4BRc9Drt11l7RtBQDWZ3oCBAEYO/Z7/O9/vhvDcPFiDIAhiIgQ8M03ubKyNBMSBqKsTOw3Ggzy9lNitswwAMB//7sRycky8t7dOHcuC0AUfvppCwoLXeej5+WJ+9jz56uq1R5zpqpKh6tXhwIA9u7dgCNHDKhTJxMAsGfPOZ/snw8dEvuPZ878gtzcYx49RkWFHjrdLbh0SYdVq5y/19991xRAW5SU5CE3d5/i54mJ6QcgEbm5u3HypOs0hLNn4wAMQnR0Fdatk/f+e0LOcee33+oB6Ia8vCvIzd2m6PG//LI9gEzEx/+B3NxDitt38WJrAM2xf/9x5Ob+7HS9Q4dSAPSC0ViC3NxNbh4zFsBglJYCX30l7zscKNbbpzTAKROyAgi1atWCTuY7etGbcvUaNmPGDJvsh6KiIjRs2BCDBg1CkpwKOEHk6lXgkUeA4uJo9OqVhXr1xG2fmBiNrKwsrx+/Uyc9tm8HkpJuQlZW9aj3vHni5dw+fVohK6ulw8cQBCAyUkBVlQ6dO/dDZqZ3sTCTSfz/gQNvROvWtvelpUWisBBo3bonBgxQfjX77bfF19Ojx7XIymruVTtr1NBh3jz36918cwf07u3BADMAjz0mvhe33toBPXt69hiAGB3dtEkMBiYnp6vy2XHk22/Fz2daWpT5Of7zHz0OHQIaNLgeWVkdVHmezz7T4eWX9dXSRy9ejMXLL9+AVauUXcl0xGAQ3/shQ3ohM9Oy/PRp4OGHgfLyKNx8c5bXBziDwYANGzZg4MCBiPK2sIkG7NkjviGpqVHo06cN/r+9Mw9zqjz7/zfJZDIzMCvLDKugyCYgiIKoFFEUHDfAWre6V9sKFaVVq6+7voprEWu1aK3asrzVjtba+aEUwQ0E2RRZRTZZZtiZgdkyyfn98fjMOUnOSc7ynCWZ+3NdXAmZLCd5znmW7/O97/uVV4BAoNS2c85O3Gqbt95i/dSQIf1QXt5H9+sqK/1YuBDo3r0vyst723V4polEgEmT+PgQf+H44PNJmDXrNDz8cLMuJ1E4HMZHH83HsWOsbS6+eCQ6d07+mi1b/HjrLaCkpBvKy1M8mTBEeTlwyikR/OY3gZiQta5dgeeei2DChCEAhtj2+TzRXps2wIUX6utvunbNagltPOkk/f1Ubi6rYDBixJiY8cEM4bCcQ2rChFEpQyn27gUmTWKvGTu2XNe1omyPyy8/D9FoGCtXshT8DQ1ltvTPL73EDuyMM/qjvLyf6ffp3p2FWXTvfh7OPFN9XF+2jMUg9OvXGeXlZSY+I4Bdu4ATTzxddS6shKd6KygI2PK7GRl32rb14fHHgUCgyPCxPPkka5/x449HebnxOstr1/pRUQEUFfVEebl2oi7mkgBKStqkPEbuJotGfTjvvPIf3T7eQq19alwuy6Vr1TV9+vSW+wcOHMDjjz+OsWPHYsSIEQBYaMGHH36IBx54QPcHt2/fHoFAIKH6QXV1NcrK1C/EsrIyQ8/Xeo+mpiYcPnw4xoWQ6n1CoRBCKsGhwWAwIybgSkpKWJzRoUPAnj3BljjRUMgn5LsOGcKyIq9Zk6UawsAH1s6d1f/OKSiQcPAgq8Rg9bh47HlRUTDhM/nAWlub/Hi04PFtZWXmXq9k9Gg2Mdq1Sz0O0udjfx89OsuUrT4alZMo9uxp/Xh5CEN9vR/BoD0pV3jn36GDfH7ymNf9+wMIBq3HF0QiwG9/q5V7wgefD/jd77Jw2WXmy4VFo3LcXvx5yGMFm5t9iEaDhkvtaZEp/Re/fgsKfCgrY8PagQP2nXNO4HTbcDdkXp6xa4bHwzY2irnWRPPFF6y/1EKSfNi5E/jyyyDOPlvfe9bXZyEaZRPUjh0Tx4x4eA6Thob0Pie9ys9+xnILnHsu+3+PHhI2b/YhELDfZMsT4LVtq39+pEwQ3aGD/nOiTRsWC9/YmPqcS4UyhrxDh2DKcUtpsa+vD+rK/cFj5AsLgZycIMJhoEMHtmu6Y4eY+WQ8PC9B+/bW5i99+zIBYfPmLM1+gX+/4mJzfR+fWx45kvpY+XnWpo09vxtHz7gjl1E3dizRqCyEDB1qrn3k3yz5dcOTlOblpT5GZQ6LcDjoepLKZCjbx+25m65e6/rrr2/598UXX+DRRx/FnDlzcPvtt+P222/HnDlz8Oijj+KTTz7R/cHZ2dkYOnQoFiyQrSXRaBQLFixoESbiGTFiRMzzAWbn0Hq+GkOHDkUwGIx5n40bN2LHjh2G3ifTUVZiMJtcS4tUiRT1JFEE5Iu+ttbadmwkIi/c1JLT8MWbWXONyCoMgQDwwgvsvtYu9PTp5hex+/axgcrnA7p0MfceSpxIosh/X+UOCj93RFVndaJcmPI3ih/AlOclJVJMhAvxBQXydZbOVRgiEZbvRESyP71YrcLg1RJYdmTq5+6D7GzK8u0VlAvio0fNj4FGMVKBgaNcjOtNogiIrcTA5zNFRfp+q1BIvtb1VmJQS9LIqzAcOWK8ooMeRCRRBPRVYrCSRBEwVsqRt7nbCRSVx2A0ieKWLex7hELAiSbNuHqrMPA5vZ7+ORiUE1p6dRzzIoal8A8//BDjxo1LeHzcuHH473//a+i9pk6dildffRVvvvkm1q9fj1//+tc4duwYbrzxRgDAddddF5NkccqUKZg3bx6ee+45bNiwAQ8//DCWL1+OyZMntzzn4MGDWL16NdatWweAiQOrV69uyW9QWFiIm2++GVOnTsXChQuxYsUK3HjjjRgxYoRmAsXWiLISA1c+7RAQ4nd0w2F50ElWxhGQd3V4J24W5WCspjzyDsusgMAXMqmS5Ohl4kTgnXcSF/g+H/DXv7K/m4W7Dzp1sl6yE5AFBJGlp+Lhg6/y9xUtIDhRLkz5G8UPeoGAfG667FrzJMqJHD8PDh2SdyHSiXff9eHWW8/Heedl4eqrmeuoRw/r5VlTkalVGOzI1H/0KOsci4v1VSby+m+UCSjH5/37fbpK44nAjICg3EwwMi+wQ0AwkgnfaClHtc/IyYmgfXs28bOjEoNoASFZJQYjpVzVMCMgeGF3nB+DUQHhaxa9ggEDgCyT5iA7BASfj/poMxgWENq1a4d//etfCY//61//QjsjUiqAK664As8++ywefPBBDB48GKtXr8a8efNaEiXu2LEDexQz8jPOOAOzZ8/GzJkzcfLJJ+Odd97Be++9hwEDBrQ85/3338eQIUNw4YUXAgCuvPJKDBkyBK+88krLc/7whz/goosuwmWXXYaf/OQnKCsrQ4Xds7M0w04HQv/+rPM4dEhesHL4YtvvT63MFxSwQcjqgop3goGA+nfkg5/R8kUAE0T4ICPCgcCZOJHVUV64EJg1C+jVi4kxVgdkkSUcAWcdCHYKCE6UC1OWcPSr9MxUylEbpQOhpERe1OmZmHmJigrgyisDOHAgdtazaxfw05/aKyLwCZdZAcGrOzcjR7KwLq2Fvs/H+ruRI/W/J3cg6F040OTUfuKvdadK+PL5g5GFnXJBvXu3foeRspSjVcwICEZLOWp9xnHH2SMgSJJ8bFYFBF7KMZkDgYsVTjoQvCAg8PMwHIYhoe6bb9jtyeZTa+kWsfh4pDfck0o5GsewBvTII4/gF7/4BRYtWoThw4cDAJYuXYp58+bh1VdfNXwAkydPjnEQKFm0aFHCY5dffjkuv/xyzfe74YYbcMMNNyT9zJycHLz00kt46aWXjBxqq0LpQBjyY/4hUQJCKMTKOX79NXMhdFfkQeELvg4d1BdRSnjuSqsLKmXHrDbJtBLCwBe3fr++euFGCATQEpuXlQVccQUwYwaL1Tc7yHBBJ1MEBFGTSL4ISZV7wsgiJJ5UE4T8fKCqigQENbiAUFjIroXiYna97t+fOhTKK0QiwJQp/PyK7YgkiZ1jd9wBXHqpPfZsqyEMXp148bCvyy5L/Bvv742GfSkdCHogAcF+4hdhVVWsT7Ybo9byigrgD3+Q/3///cArr7BzNJV70OzOrxpWBAQrDgSAzflWrBAvINTXy7lcRDkQtmxhfaNav+hkCIMZocoulMdw7Bh0Jx3kDoRBg8x/tlEHQm5u8udxvC6EexHDDoQbbrgBX3zxBQoKClBRUYGKigoUFBTg888/T7lwJ9IHOx0IgBzGsGpV7ON8wadn0s93ZGtqrOVASGVBtBLCwB0V7dqlFkSscNllrHbxgQPAX/5i/n24gKAUdazgtoBQXa2+4DeKMvdEPGYXIfHoERAAEhDU4BM5LiqmYx4EOc+Gen8mIs9GMng/bzRBZzpMvCZOZKEg8XTtysLBjIZ9kQPBe8SPzwaqe1vCSAhDRQVzEsUvfvQ6jNwOYRAlIHAHwrZt+j9bD/y4/H7ruQLKyth4Eo0C32tUtXUjB4IXBITsbDnE1ci5yAUEEQ6EY8dksUgNIyEMAPXRZjC1pBk+fDhmzZqFlStXYuXKlZg1a1aLG4HIDJQOBDsFhPhEinoTKAJAYSEbhETlQNDqmK2EMIhMoJiMQAC46y52/7nnknesybDTgSBiIa+GWhJFnj+jvl7Mbg0g556Ij90zuwiJhw9cJCAYR+lAAGQxiZ8b6YATeTaSkakOBIAtAtaujX3srbeArVvNXbdcQDDqQPCyyJLuqDkQnECvgBDrMIqFP3bHHcnDGdwWEPTu/nL48xIFBHYr2oGgzH9gtdSxz5c6jMGNHAheSKIIGE+keOSILBhZcSAoxZpk56FRAcHryYC9iC4BQVlrsqamJuk/IjPgO9C7dskdl5MCQqoEioC4BZVeAcGKA0FUAsVkXH89E1527ADmzjX3HqJzIGRnsyx2kYh5USMVag6Etm3lSbuoPAgAW2woxaBLLzW/CIkn1XnId9epm01Ey4GQTgKCE3k2kmE1iaKXJ14rVjB3W36+3Lf17GneMWTUgZAOIku6w8fn3Fw20DgtIKTaGRZRycds9ns1nHQgxAtt3bvbkwOBH5eocNFklRgkqfU6EADj4TRr1rDbrl2NnXPxBALyOJ9MQDCaA4EcCMbRJSAUFxdj74/e8qKiIhQXFyf8448TmUFpKbMpRaMsBgwQKyBwC9O2bbGDkZEQBnlB5f0QBrsdCADrKO+4g91/6inWdkaxK4QBsK9jVqvCAIhPpMhRnq+HD4uLR1cmUVSDHAjaaDkQ0imEQU72p27VMZPszwhmkyjy+Nc9e5wrOWmUDz5gt+efL8fFW8mPYtaB0NBgrl8mUsPHgW7dWAfplICgd2dYhMPIbQeCuBwI9oYwWM1/wEkmINTVyVV+rAoIBw+mdmh6KQcCYCyhZyTCXJoAqx5mdYzQ44QxmgOBHAjG0SUgfPzxxyj5sQdYuHAhPv7444R//HEiM/D75Z2a775jtyIFhOJiVpoMkOOiAGMOBFE7spkQwsD59a/Z77J2LfCf/xh7bTgsT15EORCCQQlZWWxktENACIflSYMTAkJDQ+wAE2+LtgLlQDBPJjgQYvNsxM4mReXZSIYZB0JFBXDNNez+7t3OlZw0Cu8LL7pIPjesCAhHjzLVxGgOBIAmqHbBF6tOCwh6QxhEOIzcFhCMhjBo50Bgt/v3iy3xLFpA4CEMaqUc+ZijLLFsFC4gRCKp57FecyDodcNUVLAxgY9tS5daHyP0VGKgHAj2o0tAGDVqFLKystDc3IxPPvkEJ5xwAkaNGqX6j8gceCdvh4AAqIcxGHMgsEm21QVVqgkAH/zq6uROSS9OhjAATAn/9a/Z/aeeMvba3bvZ7lgwqE/A0YudHTOfoPh8ibuBdggIfOLk97PP3L9fXKUHEhDMkwkOBICFwsydG0FxcWPM4x06iMmzkQyjSRR5Qrj489+JkpNG2LOHhTAAwAUXyH2blXPj2DGWCEWvA0G5C0YTVPFIkuxA6N7dmwKCiHKiXinjaNWBUFQk99U8bNIqkQiwbBm7Hw6LcUIpHQjxDgGlaG0230JOjjw/ShXG4DUBQU8IAx8j4kN3rI4RRhwIVMbRPgwlUczKysIzzzyDZu7bITIabmPfupXd6i3Vohe1SgxmHAh2J1FUDhBGXQhOOxAAlqgpOxv44gvgxReBOXP0WYt5+ELXrmIrRtgpIPDft6QkcWfWDgFBOSHq2ZPdF+VCoBwI5skEBwJnwgQJDzywJOax//kfe8WDaFTOUaJHKBaREM4pKivZ7bBhrE/gY4uTDgS/X57I0gRVPMeOyfXou3dnHaTTIQypFnZKh1H8glOvwyhTyjgC8gaViDCG+F3uTz8V44Tq1YtduzU1ieeT1QSKHL15ELyaRFFLzLJzjNAjIJjNgUAOMf0YXiacc845+OSTT+w4FsJj8A6eX+DecyCwW6s5EFJNAPx+49Y9jtMOBIBZILkZ6Pbbgauv1mctFp3/gOOEgKCswMDh55AohwAQmxTqpJPYfVECAlVhME+mOBA4PMaewxNQ2QVffAH6+nkRCeGcgocvXHghuxUhIBjNgQCQRdZOeL+cnS2htJT9wF5zIAByJZ8uXWIf11vJR2QIA1+wmglh0CMgRKPaVRgAcZUY7NrlBlhfyDcK4sMY+G9gNv8Bx6iA4BUHQqoQBjvHCDtyIFD/bJys1E+J5YILLsDvf/97rFmzBkOHDkWbuLP5kksuEXZwhLvELyTtEhDWrWMT2KwscwKC3SEMABsADx40nkjRySSKnIoK4L//TXycD6haExXRJRw5vAMXGevI0UqgCNgbwlBSwgSEf//bOQcCCQjqRCLyNZwJDgQAOHYs1u6lzBNjB42KiAk9/bzbJSf10tgIfPQRu+8FAeHgQZqg2gEfB9q1A4qL2crh2DHWL9i9Y2tEQADY2HvppWzhtGcPE/xHjtSX20SUgBCJyAtgMw4EPRsptbVywlC164TnwLIiIKTa5fb52C73pZeazx3Tty/w/fcsjOHss+XHrVZg4OgVELyWRDHVuWjnGKHnPKQyjvZjWEC47bbbAADPP/98wt98Ph8iXvAsEkLgCjFHtIDQvTsbWA4dYiJCt25yVls9C26eA8HuJIqA+UoMTocwWBlQRZdw5OTlSQB8tjoQnBIQ7HQgUBUGcyh/Dy4gKB0I/LxPJ44eZQvUE09kOWi+/ZZd23YlUFTmdtETquZ2yUm9fPopu646dQKGDGGPiRQQjNiXySJrH8p+OTc3gjZtJBw75kNVFbOh24lRAQFg17FyMaoXUWUcjxyR5whGRDAjIQxyWU31RZyIEAYju9xmfm+ACQj/+U9iJQanBYR0cyDYOUbYkQOBHAjGMRzCEI1GNf+ReJBZ2O1A8Pliwxj4hK6oSN9nKR0IVkpj6XUgAMZCGCQp+QLXDqzYxtI5hEHt9+ULBTsdCAATEFKVYNIDORDMwSdyoZDcb3DBrrHRHueL3XAB4dRT2fVTXy8ns7UD7kDIztYntohICOcEvHxjebmc18WqgNDQADQ0sL2XtWv1x/DSBNU+ZAcC64jLytj/nQhjcHJhJ8qBwBf3bdsay23FBYS6utiwp2SfoeVwEBHC4IQTiidSjA9hcCsHglcEhFT5OOwcI+zIgUBJFI0jMFUakWnE70SLFhCA2ESKRhIoArKAIEk+S4q8no6ZD4JGHAhHjsiOCqcEBCsDql0hDG4JCHY7EPr2ZYuSgwfFfAYlUTRHfP4DgJ1zfOJgJA9CJMISjupNPGoXPElf+/bAwIHsMTvDGIxWYBCREM5uJCm2fCOHjy8HDsj9s14qKoA+fWTj5iWX6E/WRhNU+1D2ywBQWsqEBCdCaMw4EMwiWkAwEr4AxPaxqVwIqT5DRAiDE04oXsrRKw6EdEmiGFuWOBarY4SRMo5GcyCQQ0w/ugWE+vp6fMDlfAD33nsvpk6d2vLvrrvuQoPRGneEp8nJic1FYKeAoHQg6Ml/ALDjCwSY9cDKokrPBMBMCANfuLRtq39ibhUrA6rdORDcSqJYWytuUFA6EHJzgeOPZ///9lvr700OBHPEV2AA2ATFaB4Ensl79Gj9iUftgjsQiouBk09mjzkhIBjp460mhLObTZtY7HJ2NjBmjPx4u3bs/FCW/tMDT9YWvyjVm6yNHAj2ocyBAMh9vxMOBCcFBFFlHM0KCIGA3M9aFRC4A2H37tgcLEZwwgnFHQjbt8fOIyiJIrtNtnnHx4isuGB5q2MElXH0BroFhDfffBN//vOfW/7/xz/+EYsXL8aqVauwatUq/P3vf8fLL79sy0ES7qHMg2C3gMAHe70OBJ8PyMtjW0hWBAQjDgQjIQxuJFA0O6DW1ckLrXRyICRLolhYKNszRbkQ4ne6ROZBoCoM5lBzIADGKjHYmcnbDFxAKCnxroAAsAngtm3Ao4+y//fuzcr+ui0eAHL4wqhRsYu7rCx50q43jCE2t0xs56q3JBkJCPYh98s8hIHd2i0gNDfL146TDgSrORDMCgiA/jwIqT6jfXt50cY3L4zihBOqfXv2HSQpNozMSQdCNJp6fuA0et0wl14qt8ULLwALF1ofI6iMozfQLSDMmjULt956a8xjs2fPxsKFC7Fw4UI888wz+Mc//iH8AAl3UcbD2yEg9OvHFnk1NcDSpewxvQ4EAMjLY8XLnRIQjDgQnE6gCCQfUDlqAypfOLVtaz2mL542bdhkzukQBp9PfBhDfFkqkQKCXgdCfb1x63Umo+ZAAPQ7EOysV20WHsLglAOB79aY6eMDAWDCBHa/ulrONeA2auELHKN5EESUJCMBwT7cciAoF09O5kBoaLDWH1kREPSWtOZ/10rS6POJyYPAd7njXZWinFA+n3oYg5MCgrLP8IqAoDeh565dQDjMhNvbbmPJLK2GtlESRW+ge6jfvHkzBvJgTAA5OTnwK2YKw4YNw7p168QeHeE6djsQgkFgwAB2f/58dmtEQMjNZSsp3pmbwe4QBqfyH3C0rMU+HzBrVuoSjqIz1ruVAwEQLyDEOxD4uStSQEhVhQEgF4ISqw4EO+tVm0VZJnDQIPbYrl3GLPdGMOtA4JxwAus3jhzxRunMI0fk9uLlG5UYFRBEJGujCap9xCdR7NTJGQcCnztkZRlLRmgW5eLRynnkBQcCICYPAsDmNIsWsfvBoJhdbiU8jEFNQHAiiSKfG/h8+mP67UavgLBlC7vt0SMxlMEs/DevqdEW0ozmQKAyjsbRLSAcPnwYjYpApX379qEHv/rBqjM0mg1kIjxL167y/Y0b7dmF42EMfKKvN4QB8LYDwY0QBg63Fi9cCPz97+w3lSTt3UG7SjgCzuRASCUgWCnZpiR+UiSyEkOq8zAUkiepJCDIWHUgOJHJ2yi1tXIIQ36+nGvDLheC0SSK8eTmyn3Hpk1ijskKH33EXDp9+zJxIx6jAoKIZG0kINhHYhJFduuUgNC2rTOlYnNz5c+xkgfBKwKCiFKOHL4b3amTmF1uJWqVGJzMgaDcXPCKw0tvCMP337NbtX7YLEpXi9Z5SA4E+9F9Knbt2hXfJskU9s0336CrcrVJpD0VFcDjj8v/v/dee5KKcQGBYyyEwXoOBLvKOLoRwqCE15q+5hqARx+9+ab6c+0q4QjY1zE3NcntrpZEEbA/hKFPH/Y7HznCkkFZQY+QRXkQErHqQHAik7dRjh2TQxgA+8MYrDoQAODEE9mtneUm9cLDF9TcB4BxAUFEsjaKsbWP+BAGp3IgOJlAEWDnmYg8CCIEhFRzISMCglUHAmBvyWw7Qxj473P0qHZpTN7WXglfAPQ7EOwQEIJB+bdQOw8jEfm3pCSK9qFbQCgvL8eDDz6oWmmhvr4ejzzyCC7UGq2JtIMnFYtXRe1IKhYvIOzcaaS2tjUHgiTZ70BwOoRBjeuuY7cffqi+0LWrAgMgT5ytZo6Oh5+bfr+2jVCkgBCNJsZ1hkJAr17svtUwBhIQzMGvfbMOBCcyeRshGo0NYQBIQDBCNApUVrL7avkPAOMCQmxJslirkd5kbbTDZR/xSRSV/X40at/nupEZX0QpRxE5ELwUwgDYO99ShjDw80mUgFBUJLsKtFwIXqvAAOgXsuwQEIDk56HSDE9JFO1Dt4Bw33334eDBg+jTpw+eeeYZ/Otf/8K//vUvPP300+jTpw8OHTqE++67z85jJRzC6aRi8YPH7bfrdzpwB4LZHAj19fJ3StY5K5O26J2QuO1AUHLiicAZZ7BjnzUr8e/2Cgj2JFHkg21JifbEnS8URAgItbVy2ystdCISKYbDcmJEEhCMoRXCoNeBYGe9ajPU1ADRKPvgdBIQevdmt26HMHz1FWvzwkLgzDPVn2NUQADk3DLBYOzjepO10Q6XPUiSvFjlDgTevpGIfXlDAOcdCID7AoJXQxjsnG8dfzyL36+rY5tokiQL11ZzIPj9cj+fTgKC3pKidgsIag4E5T43ORDsQ7eAUFpaisWLF6Nfv374/e9/jwkTJmDChAm499570b9/f3z++ecoNeI9JzyLk0nFKirk3XElep0OPImiWQeCsvPTSl4HyJ2VcuBIhZccCABwww3s9s03E8UhngPBjhAGuzpmPZZFkQ4EPiHKzY0dlEQICHqzefNFspWQnUxDK4RBrwMBkBeH8QsBUZm8jcAnRLm5Ust5xgWEdeuY2CQaK1UYOG47ECIRlkht2jT2//POS1zsc8wICAA7D/gi9dFHmw0layMHgja87ebMYbdGNieUidT4YjUYlMcFO8MY3BAQ9FrHk+GEgJCqCgMgCwg7d1qvLGRnCEMwKC+AN25kvz3fTLDqQABS50Hg8wMnz7NU8GNpako+JvEkijyPjyj0CAhZWfoTNyodCFbzWbUWDKXj6NmzJ+bNm4d9+/bhyy+/xJdffol9+/Zh3rx5OF702UG4hlNJxUQ4HazmQOAdc25u8h3GnBy5g9EbxuBmEkU1fvYz9j3WrgVWrpQf54IQYG8IQ7oLCPH5DzgiBYRAQHvRAzjvQLAysXcKqw4EzsSJLGcI54ILxGby1gufmCsn3j16sO/X1BQbhysKkSEMmzc7PwGrqGC/0ejRwHvvsccWLNAWoM0KCM3N8mtuvFEylKyNBAR1lG139dXs1kiuJb7oysuLFXbLytitEwJCawxhEJEDoVMnNt5FItZzCNm9YaMMY+B9dDBoPvGsEr0CgpccCMpj0ToXDx2SzxPRS8RkuTh4GIKRtlFuIKpE6hMqmMrnWVJSgmHDhmHYsGEoMdMDEZ7GqaRiIpwOubnWciAY2UEwWsrRSyEMAFPKx49n9994Q378yBH5d7AjD6rdAoJWAkXAHgdC/I4KFxDWrTO/cFJOEJJl83ZSQLA6sXeKVA6EQ4f0725t3Srfz8pyLmxBycGDseELADsneDlHO8IYrFZhAICePZkd99gxZytW8Hw98WPJ4cPaLjYuIOgVlzhVVSy8JBCIGu7XSUBIRKvtjORaik+gyHFCQHBjZ9iqgKAM+bDLgVBfLy/Ckn2G3y+7Hq2GMdg931IKCMr8ByKqb6QSELyYRDE7W97s0HLD8PCFsjLxx67HgWCk5KXyuZQHQR8eKQhCeAmnkoqJcDq0aWMtB4IRZddIJYaGBrlT9UoIAyCHMcyZI2ep5eEL7dolD+MwixccCIcOaWc41ouWA6F3b7bYrKlJLoglQ+956JSAIGJi7xRaDoSSErkP0xMHLUmy3RIwvrgUhWz9jVWj7MyDIMKBkJ3NRATAuTwIZl1sfJFRW2tssrhrF7stLm4wXE6NBIRYROVa0loMO+lAcCOEwayAUFubGPJhBD0CAm+TQEAes7QQVYnBzhAGQK7EsHGjPOZYzX/A4QKC1uaUFx0IQOpwGrvyHwD6BAQjgnhWliyIUB+tDxIQiASUScXiRQSRScVEOB2cdCAYqcTAB7OsLDExcqIYMwbo3JktqHipMztLOAL2J1FMNmFQJli0uiDUciBkZ8v2bbNhDEYFBDtzIDidRNUqWg6EQEC+ZvXkQaiujl1MuiUg8Il5/OTU6wIC4HweBLMutsJCebJopJ25gNCunXGPKwkIsYjKtZTKgWCnG8bNJIpmcyDwcSwnx9gOLUdPGUelqJNqh16UgOBkCIOoCgycdAxhAFK7YZwQENSELDMCAkCJFI1CAgKhCk8q1qVL7OMik4qJqa0tJgeCno7ZSAiDcjATYXETRSAA/Pzn7D4PY7Az/wHgrgPB7xdXiUHLgQBYz4PAf5tU5yHfZbfTgeBkElURaDkQAGN5ELj7gO8suyUg8BCG+PPMTgFBRBJFwHkBwayLzeczlweBCwglJSQgWEVUriUvOBDSKQeClfAFIHbhphWyZ+QzeClHr4cwcAfCzp3y+Oi0gOClJIpAageCXQkUgeQOBDM5EAAq5WgUEhAITSZOZJ36woXA7NkwlHFaDyKcDlYFBCMTACMhDF5LoKjk+uvZbWUlO85MFhAAcXkQkk2KrAoIXgphcCqJqggaG+Xdc7XJnJFKDHyyM2AAu62pia0n7RRaIQwDBjBxY+9e8YuidHUgWHGxWREQ2rUzPsOkyWksonItaTkQ+OsoB0IsVgUE7kAIh7XP5WRiezwiHAjNzfL3ssuBUFIi9xlffcVuyYHAbr0awmDUYUMirzFIQCCSEgiwzORXXQVDGaf1YtXpkJdnLYTByATATAiDFwWE/v2B005jg+7s2faWcATkTrmxUaztXU8SRUCcA0ErhAEQJyCkykHhhIDgVBJVESive7VYWzMOhKFD5X7OzhryWhw+zNTT+BCGvDx5gf7NN2I/U5SA0Ls3u3UqBwJ3sWmRzMXmtAMhXe2xdlViEZVryQsOhHQq42hVQGjbVu4ftTZTko2V8YgQEPjn+Xzmv5ceuAth6VJ265SA4MUkikDqfBxuCwhmQxhI5NUHCQiE61hxOnAHQm2tXJfXCE6EMHgR7kJ4803nHAiA2I7ZaQeCnhAGs5UYvORAcCqJqgi4gKCc1Cox40Do1Uue0LkRxpBsgm9XGIOIKgyALHB8/725/tgogQDw29+q/y2Vi82aA6F1hDDYWYlF6UCMx0iuJTerMLiZA8GqAyGV8K6Fz5c6kaKZEIbt2833Gbx/Ly5meafsgudB4BsFopMoppsDIZmY1dgoh3rYISAky8VhVkBIxz7aTUhAIDyBWacDT6IoSeYUeTNJFNM9hAEArrySJRFbtQpYsoQ9tn+/PYnxlJ24ldrV8ehJogiID2FQ21U58UT2ex49Kjs6jKB3gsDj/O1MoihqYu8EyfIfAMYcCHy35Pjj5evWDQFBTqKYqETZLSBYdSB0786ug8ZGWZi0k+ZmYNYsdj9+spjKxWbNgWA+hEG0E8sunKjEwh2I2dmxjxvJtZTKgXDokH2hSK0xBwIgVkDo0oWFZjU1mR+jndqw4QICFzoohIHdqp2LW7eyeXnbtvbMg+3IgUAOBGOQgECkNdnZUWRlsYm2mUWVmTKORkIYvOpAaNeOWbUBubzh7beL211S4vOJV3YbG+VdeC84EIJB2d5oJozBSw4EQJ7Yx39XkUlURaBVgYFjxoHgtoBw6BBTadSEKq8LCFlZcsIsJ/IgPP88sHw5W9Bs2mTMxWZUQJAkMQ4EwPsTVCcrsYwfH7trPGCAsVxLWg6E4mK50obVvl8LN3IgWC3j6DUBIRiUQ1jNhjE4FTLKx3iOaAHh4EH1ay4dkygqx1M7Eokrk3nGO1coB4IzkIBApDU+n9yJmxEQjOwg6A1hiESYlR1gi04v7jZVVABffpn4uMjdJU4kIk8QRcXQ8kljIJB6EHfCgQBYy4OgtwqDUwICwCbwd94p/7+0VGwSVRGIciDU1wO7d7P77gsI7FZt8j1oELvdsEHsrqqoKgyAc3kQNmwAHnyQ3f/DH1hYjREXm1EBobZWnsibERCUu2Fen6A6WYll8+bY3+PYMWPuJi0BweezP4whncs4WhEQku3+mvkMq3kQnNqw4Q4EjmgBoblZfR7rdQeC2rloZ/4DQD4HJSlxPkRlHJ2BBAQi7eGLB76YMIKZJIrJQhh4zCifWM2YYc+uvhX47pIaoneXlizphF69sloGxZtuEvN78AlDSYlcdk8LLiAYsSqrkSqztBUBwWsOBI6ytFZtrTfCFpSIciDw75mfzyZzRkIfRMPPM7UQhq5d2cSpuVkWKUUgyoEAOFOJIRJhfUljIzBunJzTxQhGBQTuPigqkhAKGe8c/f70maA6WYll1Sp2y/vp3buN5ZFJtljNZAHByw4EI1UYAOulHJ0KYejRIzbcRlQOhJwcefdbLYwhHZMo2i0g5OTIAkH8nNxqDgSvO8S8AgkIRNrDF1VuhzA4ETMqAqd2l95914ennjqtZeLNEfF7GNlxEOFACIflQdwOB4KZKgxmkjUahU8CALboMbvrZReiHAjcbnnCCWzn0i0HAtuB0g5h8PnsCWMQlUQRsE9AUFYDmDKF5W7JzwdmzjRnkTUrIHTubPyzOOlikXWyEsvq1ez2ggvYbWOjvjBBgJ0TfBGrlhTQKQGBciCof4aeKgyAOAeC3SEMgQBLssvZulWcwzRZHgSvOhCShTDYLSAA2k4YszkQ0qV/9gokIBBpT0GB+RwIRnYQeGdVXy8rnBwnY0at4sTuUiQCTJ3Kt6tjZ/cifg+9CRQBWUCwkiSSD1DKkJl4lJUYjGaTNppEUZLEJqTUgi+sOXbFEpvFiAMhmeCijNdUvs5pAUE5IdeafNspIHjVgRBfDeCll9jjV19tvnqMUkDQI8bJAoJ55S5ddricrMTCHQinny735/GisxaHD8ttp3a92C0guJkDwc0QhmQZ8M18Br+GlywxF+boVAhDRQUTDTi/+504h2k6CgjJxCw3BQSzORAoiaIxSEAg0h4rmemNdMwFBbJdPr7DcjJm1CpO7C599hmwa5cP8eIBx+rvYWTC0L49m/BGo/qS6anBJ0RFRdo2/hNOYPbGujrjVky952FennwO2h3G0NQkZ9Lnk1arYSCi0etAaGxMPuHWEhDMni9m4f1Kbm5YsxyZ1wUEngNhyxbmqLCKlrMLYO4Ds5N33sbhsL7wNxEOhHQJYXCyEgt3IAweLP+2PB9JKvhiq6BATpioxE4BoamJnTtA6wthUCaws/oZFRXA/fez+6tXmysV6kQIA++H4heXohymegSEdEmiGI3KQoudAoKWkEVlHJ2BBAQi7bGSA8GIA8Hv106k6GTMqFWc2F2y+/cwIiBkZcmDs9kddD2WzKysxDrRetErIPh88rlqt4CwfTsTevLygP792WPp5kBo00ZetCUTA7ziQOATobZtw5rPUQoIosJYRAoIXbqwiVtzs/mYZk4yZxfHrJMpN1cOCdIjjIl0IKTDBHXiROD11xMfF1mJZc8e1qf4/cDAgXI2fr0OhFQLVTsFBOWiKV1CGCTJ/hCGcFjul1N9Bl+Ux/fNRhfldocwOOEw1RIQIhF5Qew1B4KWgLBnDzvmQMC8Q0wPqRwIVMbRXkhAINIeKyEMRq1hWgKCkzGjVlHuLsWLCKJ2l+z+PfiEQS3uVQ2reRD0JoUymwdBbxUGwLlEispFtahElKLh17yWAwHQlwfBKwIC71fatm3SfE7//uzaPHhQ/0IrFSKrMPj9cpyw1TAGu51dRvIg8N+aL3LNkE4CAiD3Z5xnnhFbiYW7D/r0Yb+NWQeC1jjAxxc7BYTsbHX3g13wRVs4LJdg1kt9vSwW2hXCoBQVkiUZFLkotzuEwQmHqZaAoBSKvCYgaIlZPHzhuOPsvTa0nDCUA8EZSEAg0h4rSRSNJkHSqsTgZMyoCCZOZLtI8ZNhUbtLI0cCXbpIANR366z+HkYnDFYFBL1JocwKCEZDaQBz57sR1AQErzkQuOsoWTmtVOEIkqQtIBw44GzeEj0OhJwc2ekiKoxBpAMBEJcHwW4nkxkBobU4EIDEHCj5+WIrsfD8B0OGsFujDgS+2ErlQLDD+eeWrVw5Rhh1IfBxLBi0thhNFsLAP6OwEJphWIDYRbndIQxOOEz5OawlIPh8YpLcikTLgeBE/gPAvhwI6dI/uw0JCETaIyIHgt5JgFYlBr6rr6ami44ZFcXEicxivHAhMHs2uxW1uxQIAM8/z1ZePl/sjyLi93BaQLDbgaC3CgPgjgPBaMZ6pxDhQNi7l00YfD45GzjfDVJafp2An2dt2mgLCID4PAgiqzAAch6ETZusvY/dTiZzDoTWIyAoE8YBiYKCVZT5DwDjDgR+bWo5EJQhDKKr1rhRwhFgjge+MDcqICgFFzOVSzjJQhh4H5ZKbBe1KK+rk3ec7QphcMJhmsqB0KaNtTazAy5CeVVAoDKO9kICApH28N1HN0MYAOCcc9R38ETGjIomEADOPhu46ip2K1LgmDBBwj33fJWQdEzE72GkCgNg3YJv1IGwfr2xnWsj56FTAgKfBGS6A4Evirp1k2t8B4PyJNnJMAZ+nuXnJ/cm2yUgeM2BYLeziwsIqdq4uVk+91tDGUcOvza4cCpaQBDlQNASEHi/1dAg3rHlloAAmM+DICL/AZBcQND7GaIW5bxfz862ry2ccJimEhC8lkARkI8p/jxUlkW2E7sEhHTpn92GBAQi7cnPZ1sLRpMoKmMIrToQAOAvf2ET8f79gY8/Fr+rn46MGLEHmzc3Y+ZM9v/iYjG/h1cdCMcfzwathobE3btkeFFAaC0OhPjwBY4beRDcdiB4TUCwuxqA3vO6qoplFs/Kkl9jhnSboPI+bPRoditSQKipATZvZve5A0F0EsW8PLlvEJ0Hwc3SemZLOdohIMSXLNb7GaIW5bx/7tDBvh16J/JGaQkIRsNsnSRVCEP8mCoarVwcZnMgUBJFY5CAQKQ9ZkMYzCSn0cqB0NwMzJjB7t95J5tw2bGrn44EAsAll7D7yrrdVvBqDoRAgCUEA4CXX9ZX01qSvJdEMT4vgNcdCMkEBL0OBC8JCMlyIACygLBpE/DGG+Zqp3Oam+XXihYQtm+XxQmzTJwI/P3viY+LcDLxNk4lIPAFbadOchlVM6SrgDBmDLsVKSB88w277dpV7se5u2PvXrlEYjJSORAA+yoxtGYHAh8HJSlxHNL7GaIW5XYnUOTYnTdKTwiD1+DHpCxpCngnhMFoDoR065/dhgQEIu0xKyDwCUAwKFuXU6EVwvDee8COHWwQu+YaY8fRGujQge3eSZL1iVx9vTyoeq0KQ0WFvOv6/PP6alo3NMiiileSKB44IE8Me/b0pgNBklKXcQTSy4GgN4Rh8WK2kJUk4MYbzdVO5ygX+KIEhLIytrCKRsUsOgcMYLf5+WKdXXrPaxEVGID0irGNRJgABLDwPIAJwGqZ980QH74AGB8n9CxWSUCQESUg5OTIfUV8GIORzxCxKLc7gaISO/NGpaOAoDz3+XEeOSJ/B7sdCHaVcSQBQR8kIBBpT2GhuTKOZjpmrRCGP/yB3f7618ZVz9aA3y/HMupNkKUFH5wCgeQLRyVOOBB4Tev4wSdVTWvlJNArSRT5oq9LFzYI89/v4EF9O4NOUFcn75xbcSBo2S1Tvc4O9IQw8PMs3jpstHY6RykgiEqi6POJC2MAZKt7v35inV1OCwjpNEHduZO5U7KzWVlOvhAX5UKIT6AIGB8nyIFg7HWiBARA2z5u9DP4opy7ETp3NrYo5/2zXQkU47ErbxQ/h48ejS3P6eUcCMoSpvx64ONpx47yXMUutKqBUBJFZyABgUh7eCdlNAeCmdgytRCGZcvYjmAwyAQEQh2jGba1UCZQ1BvzqFwoxC+89JBqUmSlpjWfIIRC+iYjTgoIfFFdUiIfm5M78snggqHfn/wa1utAiLdbejGEQWTtdA4XEPz+5GXXjCJSQOCT0l69rL+XEr0CAu+zRDkQ0kFA4NdFjx7s3OB9gSgBQc2BABjLg5CqjCNgn4DQmnMgANqLN71uPSWBAHDxxez+gQPGwoScCmGwm6Ii+XsrN6i87EAAEsUspxIoArEOBOWYaDUHQjr0z16ABAQi7eG7j7W1xhaHZpRdtRCG6dPZ7VVXWSvjk+mIEhDMTBj4QqG52ZwFN9WkyEpNa6MTBDcEBL9fXlB7JQ+CMv9BMiEpmZOgoUFeqHgphKFtW/UQBpG10zmiEyhy7HAgiJ6U8n7hwAHWN2ghOoQhHSaoPP9Bz57sVqSA0NQkl7pVOhAAY+NEqjKOADkQlNjhQNAKYUiVLyge3u6NjYk2/mQ4GcJgJ36//Jspv7+XkygCiWKWUwkUAfn3am6OvRas5kAgB4I+SEAg0h6lfdmIIi8ihGHnTuDtt9n9O+7Q/z6tETcFhFBInvAYXQBLUupJkZWa1mYFBDtzIKhNAryWB0FP/gNAPk8OHUoMv9i2jd3m5ycuQrzoQBBVO12JXQJC797sdtMm6+/FBQTRDoR27Zj4JEnJFy1cQLBSwhFILwEhXkQUKSCsX89EhMJC5nBQoteB0NQki6gkIOjDiyEMnFBIHmOSiaTxOB3CYCdqeRDSxYEQLyA44UDIy5NDKJTnodUQhsZG80mJWxMkIBBpT06ObL01sqgyMwHggyIvX/TSS0z9HDUq0YpJxCJaQNCbQJFjNg/CsWPy7qTWpMhKTWujEwSl48Yu1BILeq0Sg54KDABrM+5QiM9dovye8S4GpwWExkZ5YaklIBg5zyIRVp1hzpzkVRr4ZCsdHAiiBYSsLLkfSSaMkQNBrICgzH8Qf93pHSf4gsHnSy4i8msmkwQEL4cwWPmMrl3Zrd4ynkDmhDAA6Skg8HORH6eTAoLPlyhkRaNyDgmzIQyAPC4S2pCAQKQ9ygmEkTwIZjpmZfmiPXuAP/+Z/Z/cB6lx04EAyAtgozvofEKUna1tibNS09pICUfAnRAGIH0dCIGAPJmNFwO0KjAAqXMniEZeEEnIy1MXEFKdZwCzwv7732xnd/Ro4Oqrk1dpsDuEYedOawvmxkYWlgHYMynVc163RgHBTgeCVv4DQL8DgS+yiouT547JxBwIXnIg2CEgGHEgZEoIA5BcQPBiEkVAO4TBCQEBSKzEoFz4WxEQ0qGPdhsSEIiMwExpOzOxZaGQPAl84QXWaR1/vJwAiNDGjiSKRjC7g67Mf6C1cLNS09prORCamtQXbOnqQAC08yAkExCUr1FLWigafp4pk2nFo+c8i0ZZCdH4SbhWlQYuIIiqwMBp105eZPBJpRm2bmW/f9u28mJfJKkEhJoaeaxoTQKClgNh+/bk+SL0wAWE+PwHgP5xQu9ClQsIe/eKtSVTCAO7VQoIkmQuiSKHX18UwiA/5vUcCMpzUWvuYCciBQS/XxbS06GPdhsSEIiMwIyAYEbZjURiBQSAZUUXVconkzGSXTsZVh0IRhfAepNCma1pzc9DPSUcAfsFhO3b2UQwLy92wZauDgRA202gR0AIh41XeDEDnwBZOc/mzNEunaVVpcEuB4LPJyYPgjJ8QW/VFSOkOq95f1VYaH0Sny5Juurq5H6SCwidOrFzJBKRFwlmkCQ5hEGEAyFVKFuHDmxhEI2KLcmabgJCQ4O8KLIrB0Jtrdy3GE2iCBh3IESj5jcUvEg6hzAcPcrmDtEo6+f4fMtu4kNpuICQlWWuqlC69NFegAQEIiOwIiDo7ZgrKpgNmE9CmprYhNZoLH5rhe8sHTxoLb7MaQHByI4Kr2k9dSr7/+mnp65pbTYHgl1JFLXyArQ2B0JurtwmIhceWshCVWq7Az/PFi4EZs9mt1u3st3WZMKSWpUGuwQEQEweBLtKOHL0CghW3QdA+pQJ4+6DoiJ5gu73y2KClTCGrVtZ35WdDfTrl/h3/jsrnR9q6N1NDwTk699IctFUuLkzbCYHAh/H/H59fWYq1HIg8DbJyTGeAR8wLiAcOiRX3sqEeVi6CwjK5Mt2iL1qaDkQzDrq0skl5jYkIBAZAd+FtCuJYkUFs//GD2ySBFx7rXpsMRFLUZHcqVuZyJlNosgXCnY5EDiBADBmDLtfX5/anWI2hCEclhd/ItFaVGeaA0GSkgsIgLOJFPU6EDiBAHD22ax87Nlns/+bqdJgVxJFQIyAYFcJR46TAkK6TE7jwxc4IvIgcPfBgAFyBnUl+fnymJwsjEGvAwGwJw+Cm7HpZhwIynFMK0TKCGohDFZDJIwKCHwuUFjIBKl0Jx0FBOW56HT+AyBRQODOAbMCAhe+yIGQGhIQiIyAK+p2JFGMRFiYQrI46HhbMJGIzycmD4JbIQxGJkXdurFbPVZfoxME5YTVjjAGrTrOmeZA2LeP/fY+H3Dccclf56SAwCfmZjBTDcTrDgS7KjBwSEBIREtYEyEgJEugyNETxsAXWXr6ZTsEhHQLYRCZ/wBQD2EQJSD88IO+vDOZVIEBSP8kim4ICPHnIRfEzThggPTpo70ACQhERmAliWKqjvmzz5Ir4mq2YEKddBQQzCSF4gLCwYOpByKjVRiysuTB0Q4BQY8DwYmkgqmw6kDg37NrV+3Fs5MCgjz5Nv/jmqkGYlcSRUB8DgQ7cENAaGqynojQTpxwIKglUOToGSf49eKWAyHdyjiKFhCShTCY/Qx+jR07pm8ux/vlTEigCKR/EkXeL7jpQLAawkAOBP14QkB46aWX0KNHD+Tk5GD48OFYtmxZ0ue//fbb6Nu3L3JycjBw4EBUVlbG/F2SJDz44IPo1KkTcnNzMWbMGHwXtwXSo0cP+Hy+mH/Tpk0T/t0IZ7AzB4IZWzChjlUBoa5O7titCAhGFsBGQxgAtqjloQapXAhmLIr8ve3Ig5BKQGhujt11cgv+3c06EFKFLyhfly4OhGRVGjjx1UCccCBUV5s7V5ubWa4HILMEBMDbE9R0ciC4ISBIkrsLOy85EEQKCG3ayOOsnmTLrcmB4FUBwW0HAuVAcA/XBYT/+7//w9SpU/HQQw9h5cqVOPnkkzF27Fjs1RjNFy9ejKuuugo333wzVq1ahfHjx2P8+PH49ttvW57z9NNPY8aMGXjllVewdOlStGnTBmPHjkVDXOa2Rx99FHv27Gn595vf/MbW70rYh51lHM3Yggl1rAoIfGANBrWzzWvBBYTGRmM792bLUumN5zRahQGQz3fRDgRlXoD4SUAoJO/2eyEPAg9hsOpASCYgaFVvsAOjORC00KrSEAqpVwOxU0AoLJRFGO4kMMKOHUxECIXkvkM0XEDQamORAoJyUuvlCapdDoR9+9jv6fMBgwZpP8+IA8GNEIbGRjl5X2sPYTh6lOXjAayVcOQYKeXIr9lMExAOHpQ3OdJFQKit1TemiibeCWM1BwJ/3cKFwKJFFJqcDNcFhOeffx633HILbrzxRvTv3x+vvPIK8vLy8Prrr6s+/4UXXsC4ceNw1113oV+/fnjsscdwyimn4I9//CMA5j6YPn067r//flx66aUYNGgQ3nrrLezevRvvvfdezHvl5+ejrKys5V8br16hREr4IsJMDoRUEwAztmBCHasCgjKBotEsv6GQPDi8/77+gcGMAwHQnwfBigNBtIBw4ID8nj16JP7dS3kQRDkQku2WpFsIA0dZpeG559hj0Sgwdmzic+0UEABreRCUCRRFJH5TgwsItbXqrgDeV4kQEHw+7+9wKUXEeAGB///gwdidZ73w8IVevZILwG45ECIRtmiYMyf54kEZOtBaHQhK4ZbPu8yOlUqMJFLk/XmmhDDwtmlulsc3rwsI/Li+/571aX6/dk4hO9ByIJjJgVBRwa57AJg5Exg9ms2DKEm6OiaqZIqjqakJK1aswL333tvymN/vx5gxY7BkyRLV1yxZsgRTeY20Hxk7dmyLOLB161ZUVVVhDE+DDqCwsBDDhw/HkiVLcOWVV7Y8Pm3aNDz22GPo3r07rr76atx5553I0igc2tjYiEZFyvOaH6/ucDiMMJdfCUfhv3s4HEZeng9AFo4ciSIc1rcyPHo0C4APoVAzwuHkk/bnnvPhyisD8PkASZJXrj4fe92zz0YQjUotuxJEbPtwOnZk7bRzp/52UlJVxV7frp2EcFh/EPG77/owdWoADQ2s7a69Fvj97yU8/3wEEyYkb/uDB9l5UlCQ+jxR0qVLAIAf27ZFEA5rnxhHj7Ln5eTof/+2bdlrDh0ydkwctbYBgE2b2O/bpYuEQKAZ8V1bhw4BbNrkx+7d5j5XJEeOsHZp0yaccJzxsMluEPv2SWhqaobPB2zezH7D7t21v0tJCfs99u41d74a4eBBdjz5+exzRIwrZ54JnHEG8OKLWdi2zYf//rcZ5eWx3/XYMT+AAILB5OepWXr1CmDxYj/Wrzf+/ps2sWM7/nj7fv/cXCA7OwtNTT7s3h1G9+7y35qbgaoqdp516MDOM61rRy95eVmoq/PhyJHU560bsOSiQfh8Ejp3ju0DQiGgY8cs7N3rw6ZN4aRhCGosX87ac9Cg5O3Jx4ldu7Sfp9Yva7VNhw7s/fbs0R43+Bixa5c8vnfpoj5GsMVKELm5EqLRZsfHfSb2BXH0qNyfpWL/fvbbFxaKu87bts3C0aM+7NsXRmEhsH8/68O0PkPPtdO5M3uP7dtTH+fevey5xcX29F1Ow/IbZaG+3oeqqjCCQaCpiZUqCYXs7S/M9ms5Oeza2rRJAuBD9+4SfL7EuYNdsA3AIA4dYtf20aPseEIhY2PGu++yOT5zfsgX1K5dEn76U2Du3NRzRTtRax+3156uCgj79+9HJBJBKd/W+pHS0lJs2LBB9TVVVVWqz6/6UVrmt8meAwC33347TjnlFJSUlGDx4sW49957sWfPHjz//POqn/vkk0/ikUceSXj8o48+Qp4R7zEhnPnz5+O778oADMeOHYdRWakvm+G+fWMAtME33yxGY2PyoO5QCLj77k547bWBOHBAljbbtavHzTd/i1BoD+JScRA/Mn/+/Jb7P/zQDsBZ+O67Y6is/Njwe336aRcAp8Ln24/KysW6XrNkSSc89dRpCY/v2gVccUUA99zzFUaM0E5gsWsXO0/Wr1+MaFR/8H99fR8AfbF48Q+orPxa83k//HAmgPbYuHEVKiv1WTPq64cDKMPixWvQps0O3ccUj7JtAOCzz9jvW1h4AJWVXyQ8Pxo9DUBnLFy4Dnl5W01/rggOHiwHEMTKlZ9gz57kW3GNjQEAF6GpyYeKio+Qm9uMdevOB5CLqqrFqKxUb9dt20oBnI7vvz+CyspPRX+FGH744RwA+fj+++UYODCxbazQt+8gbNvWEzNn7gCwJuZv69b1A9Abe/ZsR2XlGtXXWyESORFAf3zyyW4MGbLS0Gvnzz8JQC/4/VtQWblW+LFx8vPPx4EDuXjvvcXo1etwy+MHDuQgGh0Lvz+K5csrY3JHmG+f8wDkYcGCxdi+/XCqJzvOpk1FAEahpKQBH3/8UcLfi4tHYu/eEvzzn6uwx2Din//3/4YC6Irc3A2orNS2pGzfXgzgJ9i8uQGVleq/8969FwLIwjffLER1daydI75tdu1qC+Bc7NzZnJAzCzA+Rmzfng/gHASDTaisnKf5Peyiri4LwIWQJB/ee28eQqHUi+e1a08F0AVVVetQWWkhiYWCUOh8HD2ai8pKdt2sXz8MQCfs3v0tKiu3ab4u2bVTV8fGzSVLko+bALBu3ekASrF79zeorDQ/DnqJvLzzUV+fi3//ezE6dToK4EIAwGefzUMwaL9IYrRf+/bb9gDORDTKFt0FBfrnZiLYuzcXwPk4cCCKyspKLF/eHcAQHDlSjcrK5Pn0OJEIcNtt50OSAlCKBwDfMJQwaVITsrLmpyzLbTfK9qlz2cbmqoDgJkoXw6BBg5CdnY1f/vKXePLJJxFS8XLee++9Ma+pqalBt27dcP7556NAj4eWEE44HMb8+fNx3nnnITc3G9OmAX5/McrLy3W9XpLY6T9mzAgMHJj6+eXlwMMPA59/3ow9e1jOg7POCiIQGALA4FZMK0DZPsEfC3736gU88ABQU9NWdzsp2baN+Zh7926n6/WRCDBpEu/m4rdpfPD5JMyadRoefrhZc2BobGSvv/DCES1Z5fWwd68Pc+cCfn93lJdr+58feYS9/1lnDcEFFwzW9d5z5gSwfDnQo8cglJcP0H9QP6LWNgDw9dfs9x06tET19503z48lS4AOHU5CeXk/w58rikgEqK9nx33JJaN0WVhzcyXU1/swZMj56NyZ72AC11wzQvP17dr58MQTQDhcZOp8NUI4zPujU1Bd/VFC21ihudmHefOATZt6ory8W8zfPvmEtXmfPscl/E0EdXU+zJoF1Nd3QXl5maHXvvYauyjHjOmJ8nL7fLHdumXhwAHgxBPPxAUXyLtMX33F+ozOnX24+GLW/lrXjl5KSrKwfz8wZMiZGDnSA+VM4qitZd+5X7+Q6jk/d24AGzcCxcVDUV5ubEFzzz3sHP/Zz3pj3LgTNZ930knA738PHD6ciwsuKE/YYa+vB5qa2HtNnHh2i51eq22OHAEmTQLq6oIYPbo8xt5sZoxYtow9r6Qk2/Z+QQ1laMXIkeN05QB48UV28Gee2Q/l5X2FHEdZGbtu+vc/E2PGSHjuucCPx3QSysv7Jzxfz7VTXc3GzUAg+bgJAI8/zj7vnHMGmhoHvUiXLuw37dv3TAwYwPqHQEDCJZeMMxy2aQSz/VrHjj488ID8/2HD1OcOdnHkCHDrrUA4HMDo0eXYupWNZ8cdV6r7OD75xIcDB5Ith33Yvz8PBQUXYtQod/pstfapsSOLtgFcFRDat2+PQCCA6riA2urqapSVqU80ysrKkj6f31ZXV6OTIqtddXU1BiepGzR8+HA0Nzdj27Zt6NOnT8LfQ6GQqrAQDAaFTfIIcwSDQbRrx07l2lqf7vbgcYxFRUHobcJgEFBExxA6UF4j3B5cW+tDQ0PQcCJEHufWsaMfwWDqoOgvvkgeRytJPuzcCXz5ZRBnn53490hEju/s2FH/eQLIcYC7diU/Vh53XViYpfv9+YS5ri6AYNC8JB7ff23fzm579VI/Zt4t799v7XOtohTe27XT1y4dOrCkfEeOsCdLErM/duoU1JyY8SFk3z79/YoZJEk+tzt0yEJ1tdix5fzzmT1282Yftm8PxlQ04C7IvDx72rTfjzrT+vV+vPOOH506sXwxenZyeCx+nz72nm/csHjwYOw1yKcaXboktr/Z9uExw01N+q93J+E5W44/Xr0P4OfO9u3G2uTYMbmc52mnJf/ufJwIh304ciSYIPDxJK6BALv+46/f+LZp147lv2loAA4eDMbkdzEzRvA467Zt7e0XtAgG5e/T2Kiv/5PHTnHnHY/ZP3qUvafez0h27egdNwE5D0ZZmTevJTNwMejIkSw0NbH7bdr4kJ3tzBc02q/FVw3q1cvZuUFJCcu7EI0CR48GFeOZvjkioD/H0b597p9nyvZxe+3pahLF7OxsDB06FAsWLGh5LBqNYsGCBRgxYoTqa0aMGBHzfIBZOvjze/bsibKyspjn1NTUYOnSpZrvCQCrV6+G3+9HR55RiUgruAlEbxLFaFRehLiRRbm1kp8vJ88yU/ZSmURRD1ZLcCoThdmdRNFIJJRdSRRTZVHmCy23qzDw6zw7W3/yP2VFBeX3TLarwxcudXX2Jr1jO6rsvtUqDGrk5wNnncXuf/hh7N/sTqK49sfIg5oa4Oqr9SemikbldrKrhCNHq5SjyAoMHK8nUUzVB5itxLBmDRPKSktlIVKL7Gy5TdQS7vKFY0mJvmS6Pp92IkUzYwTffHBz7mA0kaLoJIpAYilHEZ/BkyjqKeOYaVUYgNhSjl5PoAgkHpuTJRwBJh7w8/DQIXNlHKnSmjlcr8IwdepUvPrqq3jzzTexfv16/PrXv8axY8dw4403AgCuu+66mCSLU6ZMwbx58/Dcc89hw4YNePjhh7F8+XJMnjwZAODz+XDHHXfg8ccfx/vvv481a9bguuuuQ+fOnTF+/HgALBHj9OnT8fXXX2PLli2YNWsW7rzzTvz85z9HsR2zN8J2lGXt9CQ0Uk7evNw5ZyJWKjEYrftsdWDgE6KCAraDawQuIBw5knyh76UqDKkqE/BJvdtVGLhzT08JR46yEoPeclP5+WwxA9hbiYGfZ1lZ9i1Kxo1jt/PiQrb5hMsOAaGigiUsjWfXLuCnP00uIuzezY4tKwsxiQ3tgAQEGa0Sjhx+zfCa73rhFRj0Jl7k44TaQpJfL3qFZEBbQDAzRugtAW0nZgUEI79ZKpQLN+WtiCoMBw8mv0YaGuR2yJQqDEBsKUe9lcLcJP7YnBYQgNhSjmbKOFKlNXO4LiBcccUVePbZZ/Hggw9i8ODBWL16NebNm9eSBHHHjh0xiXrOOOMMzJ49GzNnzsTJJ5+Md955B++99x4GDJDjn+6++2785je/wa233orTTjsNR48exbx585Dz4xkVCoUwd+5cjBo1CieddBL+93//F3feeSdmzpzp7JcnhKFMQ6EssaQF75h9PnPlXgjzOCkgWB0YrJSlattWnmAlcyFYERBEhsA1NSnty+rP8ZoDwUj6GS0HQjJ8vtjX2YVy4m1XnCsXED7+WHYdAPY5ECIRYMoUuZ65Ev7YHXdol8rjJRx79DAu3hmFBAQZrRKOHL5A2L6dVanQQyQC/Oc/7H5Jib4Suvw3T+ZAECEgmBkjvLCwMyIghMPyWCHSgRC/cOOLNyufUVAgfzc9ZTwDAWNCstdROhC8IFSlwksCgtKBYGReHwgAL7zA7sf3A/z/06frC7trTbguIADA5MmTsX37djQ2NmLp0qUYPnx4y98WLVqEN954I+b5l19+OTZu3IjGxkZ8++23CYkyfD4fHn30UVRVVaGhoQH//e9/0VuR/eyUU07Bl19+icOHD6O+vh7r1q3Dvffeq5rjgEgPcnLQEpukZ1GltI3bVV+cUMeKgMAnDXoFBKsDA1/YmZ0Q8d0ULQEhEpEXcEYmCUrHjSi2b2cLu7w8eUEVT2tzIChf55SAYBeDBrFFVF0di/vm2CUgfPZZ8lruksSui880iubwHW67wxcAEhA4zc0sTwigfW107sxcOc3NyduXU1HBRKAPPmD/nz1bXwiLHgeCkX6ZCwjxIQt8jFATujjxY4QXQhj4Z+vZMFGG4sXHrFtBGcLA+7BAwJiwG4/PJ4+byc4vZfiCnckFnSbdQhgCAXkOrRR/nERNQDDiQACAiROBd95J7Ou7dmWPT5xo/TgzDVo6ERmBz2csD4IXJgCtlWQTw1QYdSAA2gNDhw6pBwYrDgRADmPQmggpd4/cDmHQkxeAOxCOHhW7AIpEgEWLgDlz2G2qHUqnHAiAswKCyN3BeHw+9TAGLiAYnXClwmr+Ee5AIAHBOX74gV17oZC2td/vl90JqfIgVFSwUJX4/k9PCAv/zdXGCZEOBIBVfdDihhsSxwgvzB+MOBD4OFZUJHYXVRnCoBwrrS7o9QgIfC6QSeELQHoJCFwc5GHDNTX6xEHRWM2BwJk4Edi2DVi4kAmdCxeykC4SD9QhAYHIGPhiwogDwasdcyaTzJqaDEkynkSRoxwYeLTTk0+mHhisLuxSJVLkiwifz9iAZ4eAwHd8ky2q8/PlnWpRYQx8EjJ6tP4ke1YcCGYFBH7u2YFVoUovY8eyWzUBQbQDwWr+ES4gOGGJdVJA4NZabvf2Ejz/QY8eyZ15ehIpWg1hSeZUs+JAUBMQnnyS3V5yibx4uPNO9thnnyXmVfKCtdyMgCBaoFQ6EER+hhEBIZMSKALqAoIXN7qsiIOiUToQzORAUBIIAGefDVx1FbulsAVtSEAgMgYjAoIXJgCtFbMhDHV1srpsZtLABwYey8oXKMkQ5UDQEhCUoTRGdm3sdiBo4fOJzYNgdhJixYGwfj27/n0+xJRz0yJTQhgA4Lzz2Pdes0ZeHNslIFjNP+KWA4Evbmtq5HGitTgQUiVQ5OgREKyGsDjlQNi6Ffj739n9+++XFw+PPsoEys2bEyuXeGFhx+cuekIY7BIQlDkQnBYQeH+cyQ4Er85TrYqDorGaA4EwBwkIRMZgxoHgRWU30zErIPAdh+xsa+124ons9rvvUj/XbgeCWSeMkXNdL3p35UXlQbAyCbHiQOAL065d9S2aMyWEAWCT02HD2H2+KLKrCoOV/COS5GwOBN7G4bAsTvGFa2Gh2Am8lwUEvX2AHgHBaghLsnFCWcZRL9zpEi8gPPUU62PGjgVOO01+vG1b4Kab2P0XX4x9jRdCGPhne8WBILIPIweCt0MYrIqDolEKWVZCGAhjkIBAZAx8MaEnB4JXO+bWgHJimCxxVTzKCYOVGEsjAoJVB0KqiZDZ89BOB0Iqy7goB4KVSYgVBwJHT/gC4IyA4FQIA5CYB8EuBwJgPjHVvn3s3Pb5Uu+GiyA3V76m+HnNF64i3QeAtwUEkQ4EqyEs/Hffu5dViFFitYwjH3d27gT++ld2//77E19z223sHPx//y/WseYFAcFLIQzxORCswsfNZHmSlEkUMwl+TtfWyskvvTZPtSoOikZEEkXCOCQgEBmDmRAGciA4D58wNjTEZodORiTCys8BbGCwYo3jBVm++y61gCHSgaD2WVYFhLo6MTZBSXLegWBlEmLFgcDxkoDgVAgDIAsI8+ezTPp2JVHk8Pwj//gH+7/PB6xcmTz/CF+sdetmj7ChRnweBL544YKnKLwsIIh0IPAQFi1ShbC0by9XVop3DZhxIHDhs6lJHneeeYb9f9Qo4KyzEl/TqxdwwQXs/p/+JD/uBWu5EQHBzO+lB7tCGLh41BqTKBYVyflHuHPRawKCVXFQNCJzIBD6IQGByBgoiWJ6kJMjTzL0hDHwJHt3383+v2WLtUy/PXsy23RdXerPF+VAOHpU3RljVUDg722VAwdkN0OqvABGHQhaFRb07h6qTULMOBDis4PrFRCU1RvswqkQBoDZtIuL2aR/2TJ7HQicQAC4/HKgTx8mVn3+efLnOxm+wNESEMiBkAj/+4ED2o4/ZQhLPHpK6Pp82hV7zDgQQiG5H6+qYgLozJns/2ruA87kyez29dflvtYLIZBGyjja7UBobJTHUpEhDNXVie4TTqaGMPj98nm6fTu79dpGl9X8NqKhHAjuQAICkTFQEsX0QW8eBDsy/QaD8iI5VRiD1YlXXp48yVXLg8AXEUbPw1AIyMpi90XkQeA7iV26pFbujTgQtCoszJghC0JaJJuEmHEgBAKxCw4vORCcDGEIBIDzz2f3P/zQGQGBc+657HbBguTPczKBIifTBASjpVGPHpW/eyoBIT9fvi646KDGJZfEip0cvbXV1Sr2SJK5JIpAbBjD88+zxcbw4fJ5qcbYsew8PHIEmDWLPeYFB6MXQhjy8+VFJBf9RHxG+/Ys1xGgPUfI1BAGQD6vd+xgt16bp1rJb2MHoso4EsYgAYHIGPhEZdWq1BMmL+wgtGa0dpaU2JnpV28eBBE7w8kSKSqrMBjB55MFMxF5EPSUcOTodSBoiT87d7J2/fpr+fozOgnhAoIRBwIQu+A4fFjfucMXSkeOaO+GWcXJEAYgNg+CkwLCOeewW70CghMlHDlcQOALk3QWEMyURt22jd0WF8sT8mToCWP4/HPWPxUXs5AZo7XV1caJY8dYskvAeL/M+64332QiJsDcB8ly6vj9wKRJ7P6LL7KxhwQEht8vi7j8PBDxGT5f6vxBmRrCAMjjFO+LvCYgAObz29gB5UBwBxIQiIygogJ47jl2f9Gi1BMmciC4i9rOUjx2ZvrleRA2bUr+PBE7w8kmQlZCaUQmUtQb+wzocyAkE384OTmspOI//2l8EsJt00YcCBUVsbulkybpC4UpKZFjUvnOp2icDGEA2K4qAHz1lXz+OCEgjB7NFgfr1ye/9luDA4HH6orGrGuL9wF6k1bqERD4Z40fD4wZY7y2uto4wa/BUMiY8FpRASxdyu6/+SZbaASDsoCWjBtuYH302rXAJ594IwTSC2UcAXlsFBnCACQfNyUpc0MYgERnjVfnqTy/zcKFxsVBkfBzsK5OnhuQgGA/JCAQac+77/rw058mJuRLNmEiB4K76AlhsDPTrx4HQn29PLm024GQTgKCHgdCKvEHYBP4zZvlScjzz7PHO3dOPQkx6kDgi6p4B4GeUBi/P3FHSCSS5LwDoVMnYNAg9tnRKHvMCQGhpAQYMoTd50lR1cjkHAg8NtcOB4IV1xYX1/SG9qQSEKJR+boyu6BQcyAoEwLqrcbDr/940SYcZrk5UomIRUXAtdey+y++6A0HghfKOAKyW4WfX6L6sGQCwpEjLAEsQAKC2wQCTBQ0Kg6KRLmRwNcBlAPBfkhAINKaSASYOjVgeMLkhR2E1oweAcHOTL96BAQ+6QoErE0U00lA0GMZ5wut/fvlSVw8RsWfQIBZrQEWn5wqVMCIA0FEKIydeRBqa+XPdkpAAOQwBs7y5WIqeqSCx5trCQiHDsmLRDdCGPbuZec1z/yfTiEMVlxbehMoclIJCF99xRb++fnMfWAG/tsrBQSjCRT1uKH0hMLxZIrvvisLCF9/7cw1o4YXQhiAxHAXJxwI3H3Qtm1m7jTHn9u00ZWcQCBxLpCJ54XXIAGBSGvWrWuHXbu0tyG0Jkxe2EFozegREOzM9MtDGL7/XnsCqLSV693pUsNuAUFkEkU9u4/t27PfQ5nMLB4z4k/Hjuy3jkaTh5Y0NclxjnocCCJCYewUEPh5lpPj7K5JvP374outVTfRizKRotqijrsPysqcFXiVAkJ1NTsPAwH5cVHYKSBYcW0Z6QOUz9MSEP75T3Z74YXmJ/Nq44TRkoSiQuFOOgkYMCD2nL3sMmeuGTX4b1pdnTznUyQi78raGcLAES0gqOVJyuTwBSC9HAheIf48JAHBfkhAINKaQ4f09RLxEyZyILiLHgHBahmwZHTvzrI8NzaqL+wBcZnxk+2kmK3CAIhLotjUJP8GehYPgYA8cdPKg2BG/PH5gP792f1167Q/XymY6BEQRITC2CkgOFmBgVNRATzySOLjVqqb6OWss1js+Y4dsligxI3wBUBu47175UVLp07iLbl2CghWXFtmHQjbtiUuXiXJevgCIMaBICoUrqIC+PbbxMeduGbUjuWyy9j9/fuT53w6ckR8eIGSeAeCqM/gba82bmZyBQaABAQzkIDgPCQgEGlNcXGDrufFT5goiaK7cAFhzx45BlsNnuk3fqFoNdNvICBPgLXCGEQltlM6EOJ3XM1WYQDEhTBs386OKy9P/25rqjwIZsUfIwJCmzb6FnciQmGccCA4JSDYWd1ED23aAKefzu6rVWNwI4EiIJ/7Bw7I5dNEhy8A8rUeDsvVBERh1rUlScaTKHbpwoSgcDhxl/ibb5gQlJMDXHCBse+ghI8TR4/K/ZzREo4irn9+zajhxDWjhOdziBdvtYQMLri0bSuXRhSJUkAoKJDLC1tFTwhDJlZgABLnHDRPTU28kEUCgv2QgECkNf37H0CXLpLhCRMlUXSX0lLWNs3N8mRAi4kTgZ/8hN2/9lpxmX5T5UEQ7UCor5ffk2PFCcNf8+WX+uq8a6Es4ag3VENPJQYu/sTHJiYTf/QICEYrMIgIheE7XXYKdWtOXwAAMclJREFUCE5VYLCzuolelGEM8bhRwhFgC1IemvP11+wxOwUEQHwlhmTCHUdNuNu3jzkifD7guOP0f1aPHux+fBgDX8SOHWttjG3bVhaPuUhhNJ5fxPXvhWsGMCf+2Zn/AIhduIn8DD5u7tmTmGuHQhiIeJTztKwscUIWoQ0JCERaEwgAzz/PRksjteTJgeAuwaC8CFWLcYxn5Up2+8tfisv0m6qUo6iJVygkf9f4cAmzAkJFBStFBgDvv69uYY1EmLAwZ05ygcFo7DOgrxIDwESC8nJ2//LLU4s/RhwIeiswKBdVRvoIJZkUwmBndRO9cAFh4cJEB5JbDoSsLHnivmoVu7VDQAiF5PPOjjAGLtypuZouvFD92uN9QJcuxqpxaOVB4P0Qt9lbIb6Uo1EHgojr3wvXDGBOyLBbQFD2WyL7sNJS1iaRSKJQzfvhTHUgkIBgHOW5R+4DZyABgUh7JkyQ8M47xmrJkwPBfdRqfKuxezf75/cDgweL+/xUDgSRO8NaiRTNCAjcwhofuqC0sFZUMEFh9GhW3SBZjKwZAUGPA4HDd3NvuCG1+MMFhO++067EYNSBAMiLKiN9hJJMCmGws7qJXoYNY+f8/v3AmjWxf3MrBwIgn9dcQOAWepH4fPbmQQDY+cx3Z3//e+Cpp9j9hQsTXVCA8RKOHDUBYdMmlisgKwu46CJj76dGfClHo0kUAevXvxeuGcCckJGuDoRAQG77eNGkNTkQgkF7Qk8yDRIQnIcEBCIj4LXkZ85k/2/Thk1q1CYGkkRJFL2AnkSKALBiBbvt109sezkVwgBox3MaPQ/1WFhvvZUJCfGfpRYjG4kAS5ey+9Go/jAIvQ6EujpgwwZ2f8iQ1O/buTNzFkQi2u1i1IHA4X3EwoXA7NnGQmG4gJAq3MYMTocw2FndRC/Z2XJYkjKM4dgxefHjdAgDIAsIvE+yw4EAyNU2tEIY9LqHtPjhB5bHwe8H7rsPuOsuJr4eOwb86U+Jzzea/4CjJiDw/uXcc8X0nfFCs9Ekihwr178XrhnAnJCRrgICoD1utqYkijRH1Yeyr3GymlFrhgQEImMIBIDrr2eT02PH5ERY8TQ1yTF15EBwD6MCwqmniv18LiBs3aqezMwJB4LRKgx6LKwHDuiLkV2ypBN69crC55+zx2fM0F+STK8DYc0aJkyUluqb/OqpxMAdCEYFBID1EWefDVx1lbFQmEwKYRBh6RbBOeewW6WAwN0HJSXOVqXgxCcRtUtASOZAMOIe0oJb2IcMYclWfT7g7rvZYzNmJAoXIh0IvHyj1Rw1HBEOBI7Z698r14wZIcPJEAa7BIT4MMdMT6KYmysvgklA0Ac5EJyHBAQio8jOBgYOZPf5wjMevusLUOfsJnoFhOXL2e3QoWI/v0sXNkg3N7OdqXhELuxShTDorcJgNcaWx8g+/LAfTz11WsLETG9JMr0OBG4F1+M+4KQSELgDwUgIg1X4RPXAgeRVQ8zgdAgDYN3SLQKeB+HTT2UBz83wBcB9AYGHJ+lxDyWDi4LKheTllzOHwb59wF//Gvt8oyUcOfECwo4drL/2+YDx4429lxaiHAhW8cI1k0zI4MQLGXYLCLwaEMDC6kRWotAq5ZjpIQyAfH7THFUfSicMCQjOQAICkXHwhSZPvBcPT6CYnU2ZWt1Ej4AgSfY5EPx+eaGiZpf3Yg4EUTG2Tz3Fu/7YWajekmR6HQh2CAhWHAhm4RPVaFQ9htwKTocwcKxYukVw8slsknz0KLBsGXvMrQSKHDcFBJHlNbkDQSkgZGUBv/0tu//ss7GZ7c2GMPDn79vHFo/vvit/rt6SsKlQOhCU15/T1wvg/jXDj0FNyACAUaMSj8XO36uiAhg3Tv7/7NnG3TLJaK0hDIDcXk1N1qostRbIgeA8JCAQGQcXEFI5ECh8wV30CAi7dwNVVWyxf/LJ4o8hWR4Eux0IZnJxpLKw6seHePFAeVypSpIpHQhqCx5OpjgQgkF5h0N0GIPTIQxKzFq6ReD3M3s+AHz8Mbv1koBQUGDfGKEmIIgqFXjwIEtiCABnnRX7txtvZIuurVvZIhRg7g/eLxkNYSgslHdKt24VH74AxDoQampkB5DTDgSOm9cMJ17IePll9vhnn8kuHo5dAgJ3y8S74oy6ZZKhJiCEw7KInKkhDBUVwMaN7P62bebCmFoblAPBeUhAIDKOU05htytXqi9uKIGiN9AjIPDwhZNO0m/zN0KyUo4id4aVEyF+TjY1ybsKes9FPbG4vJ69Gj6f/u+TLFyCL7QaG+UFfTzNzXKGfTMCwsaNifW/AXccCIC82yVaQHAjhMEr8DAGngeBCwhuJFAEYgUEu9wHgLqAIKpU4BdfsNs+fRJdAHl5wG9+w+4/9ZQsSkQirHxjWZm+Y1DCRYclS+TQCZECgnKc4NdemzbGyk1mIkoh41e/Ai64gLXjE0/EPs8OAUGkWyYZagICz4Hh98fa1jMFLsw0NsY+LlKYyUTIgeA8JCAQGcfAgcyueeCAeiJFHsJADgR34RPD6mr1JIaAfeELHC0HQjQqdmHXpQtbvDc1yZNgs7k4ksXi/vOfciUSLYFhyhR9n5MsXCI3V4591cqDsGED0NDAnmdkZ7NbN/Z7hMOJu2mAOw4EwL5Eim6FMHgBLiAsWcIW027nQFDuaufm2mcbVhMQRJUKVAtfUDJpEvv81auB+fNj8x/4TcwI+bU9fTpbPJ52muy4EkFZGeu7mpvlXdnWeK2k4sEH2e1bb8ltCtgjIIhyy6RCmUSRO094/1tS4o77w06cEmYyERIQnIcEBCLjCIWAAQPYfbU8CORA8AYdOjChR5K0Y+ntSqDI0RIQjhyRB2wRAkIwKO/ucbswXzwEg+yfEZLF4qZK9vU//wN06SIBUI890FuSLFUeBB6+MHiwsYWJ389KdgLqYQxuORDsEBAiEeDwYXa/NToQevVi52VTE3MhcMHXDQGhogK44gr5/ytX2mcbVhMQeHiSFnqvy1QCQrt2wC23sPtPP20+/wGnRw92y8u1Tphg7n20CAblvoY7mtwKX/Ayp58OnH8+E1qefFJ+3A4BQZRbJhWdOsnCO0+cmMkVGJwSZjIRSqLoPCQgEBlJsjwI3IFAAoK7+P3ybppaGIOdCRQ5XEDYvj3WMsh3hUVaZePzIBitwBBPsljcZAJDIAA8/zzbwvD5YkUEIyXJUlViMJP/gJMsD4LbDgQ+gRUBF0OA1ikg+HyyC+Evf2HXfNu2zi8OuG24qir2cbtswzxGV1lOMRAAbrop+etSXZd1dbLomkxomDqVibcLFsiOpVDI+M5mRYX8es6MGeJ/Ly6GcgGBHAjqcBfCX//KxjRJskdAEOWWSUV2tjzO8IV1JldgcEqYyUSCQdlVTDkQnIEEBCIjUeZBiIeSKHqHZHkQdu5ki9OsLGDQIHs+v7SUWewlKdYub0diu/h4TrudMMkEhgkTJNxzz1ctv7/yGPWWJNPrQLBLQMgEBwIXqtq2Ne5CyRS4gPDBB+y2Vy8RSUL144ZtWM2B0NgIzJ3L7quNTX/6U+rrculStgPdpYvsDFCje3fgzDPZfS44vPeeMccFF134OcyprhYvusQLCORAUOfMM9n11NwMTJsWW1ZRpICQKpmvXreMHpRhDEBmV2BwSpjJRCIR2Xlw8CCFeTgBCQhERqJ0IMRPDMmB4B2SCQjKBIp2Kco+n3oYgx1x6VoOBLfOwxEj9mDz5mbTJcmSORAkicVYA+IFBL5rnwk5ENyswOAVuIDAJ3wFBc5O/tywDasJCM8+y5K5lpWx3WN+XfLqM3zcSoYyfCGZCFNRAXz6aeLjeh0XTosufJzgYRLkQNCGuxD+8hfg66/Z/ZwcsWOonmS+elxseuDiUbwDIRNDGJwUZjKJigomfvJz49//pqoVTkACApGRDBrEBq+9exMXp+RA8A7JBAS7wxc4agKCHQs7rwkIgLWSZMkcCNu2sdj+7GxZDDACf82GDbGLEEnKTAdCaxYQvvySuYw4n37q7OTPDdtwvICwdSvw+OPs/nPPsQUyvy5/+Uv2+Ntvp37fVPkPADGLf6dFF76I5FVZyIGgzU9+ws6dcBi45x72WE4OsGiRWGEuVa4dUZU44p17mRzC4KQwkylwJ1R8f0RVK+yHBAQiI8nNlRch8XkQvLBwIxh6HAh2JVDkcAFBWcqxNTgQrJLMgcDDFwYMMGfN79GDTXobGpgYwamvlxcRmeBAaM0VGAB58hdfrtPJyZ8btuF4AWHKFHaujx7NRAMlEyeyfDHLlsVeC/E0N7NqFgBw1lnazxOx+HdadIkPtWqt14teuAuBnw+HD7NzS7QwlyzXjijiBQTe/2aiAwFwTpjJBKhqhbuQgEBkLFp5EKiMo3fQEhAkSRYQ7HYg9O7Nbp12IPDFQ7oKCMkcCFbyHwBsh6VvX3ZfGcbA3Qd+v/O/G9/xohAGMXhl8ueGbVgpILz/PrPcBoPASy8lHkdpKTBqFLv/zjva77lqFRMli4rkKkRqiFj8Oy26xC+myIGQHN6vxGOHMGfFxaaH1uRA4DghzGQCVLXCXUhAIDIWrUoM6b7zm0lwAYEnSOLs2AEcOMAm1XYlUOQ4lQMhvqa11SoMbqPHgWBWQADU8yAoSzg6mWgPiHUgqC16zdCaQxi8MvlzwzbMk32tWwfceiu7/9vfyuVL47n8cnb7j39ovyf/nc48M3nZVBGLf6dFl3gHAgkI2kQiTHhTIx13ZVujgADYL8xkAlS1wl1IQCAyllQOBBIQ3EfLgcDdBwMGiCujqAUXEHbtkhf1duwMd+rEJvbNzWzXPt2FLDsdCIC6gOBW/gNAFhDCYfk4rNKaQxi8NPlz0jZcUQHcdRe7v349u34CAWDgwOTH5/cDX32lHcagJ/8B/7vVxb/Tokt8u7TG60UvXhHmRKEUECQp80MYCP1Q1Qp3IQGByFgGD2aTmd27Y+t7UxJF78AnhgcPshhgjlMJFAG2m8WFgs2b2a0dC7usLFkw+eGH9BcQuAPhyBFWgo5TXc2uOZ/PmnskmQPB6fwHAHOKcLcI3wWzSmsOYfDa5M8J2zDP+RBvMY9EgJ//XNtaniqMQZKAzz9n91MJCKIW/06KLiUlsUIyORC08ZIwJwJ+ftXVsVwOrcWBQKSGqla4CwkIRMbSpo0cR60MYyAHgncoKpLtvMoJjVMJFDnxeRDsWtgp8yCku4BQVCQnSFSGMXD3Qe/e1kQ6LiCsX89CPgB3HQiA+ESKrTmEwYuTPzttw8lyPnCSWcuThTFs2MAWVjk5+kRXUYt/p2K1fb5YIWn9+vSx4DuN14Q5q+TmyoLRhg2yWE0CAkFVK9yFBAQio+ELUGUYAzkQvIPPlxjG4GQCRU58HgQuIIi2yirtmOkuIPh8chiDmoBgJXwBAE44gQkUx47JiSfddCAAJCCIpLVN/qxay5OFMfDXDB/OSqfqQdTi34lY7YqK2DC3iROpzrsWXhTmrMKFrtWr2W1ubvqOm4RYqGqFe5CAQGQ0PA+C0oGQ7gu3TCNeQNi2jS2ssrOTZxMXSbyAYFdsutKBkO5VGAA5jEGZB0GUgJCVBfTpw+7zMIZMcyDYJVSlC61p8mfVWq4MY3j77di/6c1/EE86JGrjYR9NTbGPU513dTJRmOPCOxcQyH1AKKGqFe5AAgKR0ag5ECiEwVvECwjcfTBwoP0JFDk8hGHTJnbrZAhDulZhAOx1IACJeRDIgZB5tJbJnwhrOQ9jECUgeB2vlPpMNzJNmOMCAh9bSEAg4kkHMTTTyHL7AAjCTgYPZrc//MAm/R06UAiD14gXEJxMoMhROhAaG2V3gJ0OBP7e6SxkxTsQamrkRJR2CAhuOxD4xJUEBLHwyV8mw63lu3apL4h9Pvb3ZCLAxInA5MlyGEOPHqwv2b6dhTeMGGHX0buDkbCPTD9/jDJxInDppey32bOHCVMjR6bnwooLCGvWsFuqwEAQ7kMOBCKjKSiQd5e5C4EcCN6CCwi7drFbp/MfALKAsHcvm4wDbEIveqGaSUkUgUQHwtdfs9uuXcXsEmWyAyEclvui1hrC0JoQYS1XC2Pg7oMhQ4D8fGGH6wkyraKA02TKriwXEHilJnIgEIT7kIBAZDzKPAiRiDwIkQPBGygdCJIkOxCcqsAAMKGAL4aXLmW3xcVsV08kfCK0Z4+8m57OAkK8A0Fk+AIQKyBIkvsOBJECAncfAO4JIoSziLCWx4cxZGr4ApB5FQUIc/Bxk0MOBIJwHxIQiIxHmQeB7/oC6b1wyyT4ZHr3bmDLFlbrORQCTjrJ2ePgTpVly9itHbby0lKWHDASAb7/nj2WzudhvANBtIBw4ols16ymhjlUuAPBbQGB1yK3AhcQCgvTd2eQMI7VnA/x1RgyWUDIxIoChHHiBQRyIBCE+5CAQGQ8XEBYsUIWEPx+VjObcB+lA4GHLwwapL8cmSh4GAN3INhhKw8EZMGEL4bTWUCw24GQnS23y7p1sgMhE0IYWnsFhtaMFWu5MozhvvuAtWvZ/UzLfwBkZkUBwjjxjh0SEAjCfUhAIDIevpjZtk2uJ9+mjfauBuEs3H5aWwssWsTuO5n/gMMXqrxUlF2J7XgeBE6mVGFobJQXM6IEBCA2jMErDgSRIQytPYEiYRzeV82ZIz82bFhmljTMtIoChHEKCmLze1AIA0G4DwkIRMZTVASccAK7z+2e6bzrm2nk58uTg3//m926KSCEw+zWrp3heAEhnc9F7kDYt49lyG5uZgvi7t3FfYZSQPCKA+HYMaC+3tp7kYBAmKGiAnj11cTHd+0CfvrTzBURWkOpT0IbZRgDORAIwn1IQCBaBTyR4qefsltKoOgt4isxOJlAkcNzIHDsEhDi4znTWUDgE7lIBFiwgN0fMkSsu0dNQHDLgVBQAASD7L5VFwKFMBBGiUSAKVPUy0Dyx+64gz0v08iUigKEOZQOlC1bMvMcJ4h0ggQEolXAF6TkQPAmXEAAWG4Kvmh0kl69Yv/vVAhDOp+LwSDQrh27/+GH7FZk+AIgnwtr17IwF8A9B4LPJy6MgRwIhFE++wzYuVP775LEwvT4OEcQmUBFBbB4sfz/m24CevTITLcNQaQLJCAQrQLuQOCTdnIgeIuyMvl+z57iyyfqIS8vdpfDqRCGdM6BAMh5ED7/nN2KFhB692bnw+HD8i6rWw4EQHZdaAkIkQjL5TFnDrvV2ikjAYEwyp49Yp9HEF6nooKF5tTVxT6eySE7BJEOkIBAtAq4gMBJ513fTKOiQs59AADr17u3u8DzIACssoAdNkmlgJCb645YIhKeB4HnjhAtIOTmAscfL/8/O9vdCipcQHj//USBoKKCnbujRwNXX81utc5lCmEgjMITzop6HkF4mdYcskMQXifNp64EoY927YDjjpP/TwKCN+C7C0ePxj7uxu5CRQWrrc55+ml7hAxlDoRMOA+5AwFgi/0+fcR/hjKkxU33QUUFsGQJu//yy7ECAT+X4y3mWucyORAIo4wcyfoPrRwjPh8TKEeOdPa4CMIOKGSHILwLCQhEq0HpQjh6lFRrt/HS7gJf/B07Fvu4HUJGhw5yIj5JSm5zTweUJbV69LDnM5QCglv5D/g5El99Ydcu4LLLgFtvNXYuk4BAGCUQAF54gd2PFxH4/6dPpwSDRGZAITsE4V1IQCBaBRUVcpZ4AJg/n5LwuI1XdhecFjLeew+IRtn9AweS29y9TkUF8Le/yf+3K/ykb1/5vs/nvOCi5xw5cED79WrnMoUwEGaYOBF4553YfC0Acya88w6VNiQyBwrZIQjvQgICkfHwnUNeAo5DSXjcxSu7C04KGfxcjF8Ap+O56NR1VVEB3H23/P/Nm50XXFKdI3pRnsvkQCDMMnEisG0bsHAhMHs2u926lcQDIrOgkB2C8C4kIBAZjZds8kQsXtldcErIyKRz0anvwkWKvXtjH3dacBElYinPZRIQCCsEAsDZZwNXXcVuKWyByDQoZIcgvAsJCERG4xWbPJGIV3YXnBIyMulcdOK7eElwESFiBYPy+xw9CjQ0sPtr16aHaEQQBOE0FLJDEN6EBAQio/GKTZ5IxCu7C04JGZl0LjrxXbwkuOg5R9q1Y7dazwmHgWHDgHvuAXr3lh+/6KL0zYFBEARhNxSyQxDewxMCwksvvYQePXogJycHw4cPx7Jly5I+/+2330bfvn2Rk5ODgQMHorKyMubvkiThwQcfRKdOnZCbm4sxY8bgu+++i3nOwYMHcc0116CgoABFRUW4+eabcTS+lhyR9njFJk+o44XdBaeEjEw6F534Ll4SXPScIzNnqp/L3bqxv515JssX8fTTicecjjkwCIIgnIJCdgjCW7guIPzf//0fpk6dioceeggrV67EySefjLFjx2JvfNDrjyxevBhXXXUVbr75ZqxatQrjx4/H+PHj8e2337Y85+mnn8aMGTPwyiuvYOnSpWjTpg3Gjh2LBu4ZBXDNNddg7dq1mD9/Pj744AN8+umnuPXWW23/voSzeMUmT2jjhd0FJ4SMTDoXnfguXhNc9JwjWufyLbcA//0v0Lat+nunWw4MgiAIgiBaL64LCM8//zxuueUW3Hjjjejfvz9eeeUV5OXl4fXXX1d9/gsvvIBx48bhrrvuQr9+/fDYY4/hlFNOwR//+EcAzH0wffp03H///bj00ksxaNAgvPXWW9i9ezfee+89AMD69esxb948vPbaaxg+fDjOOussvPjii5g7dy52797t1FcnHMArNnkiOV7YXbBbyMikc9GJ7+JFwUXPOaJ1Ln/5Jct9oAUPyfj8c40vTBAEQRAE4QGy3PzwpqYmrFixAvfee2/LY36/H2PGjMGSJUtUX7NkyRJMnTo15rGxY8e2iANbt25FVVUVxowZ0/L3wsJCDB8+HEuWLMGVV16JJUuWoKioCKeeemrLc8aMGQO/34+lS5diwoQJCZ/b2NiIxsbGlv/X/Fi7LBwOIxwOG//yhGX4757q97/4YmDuXB+mTg1g1y55ct6li4Tnnovg4oslUBOKR2/7eI0zz5TvR6Psnyi8ci6KaBsnvstzz/lw5ZUB+HyAJMmf4fOxLftnn40gGpWEtpEezJwjP/zgg54hd+fOCIqL0++6aS2ka7/WGqC28TbUPt6F2sbbqLWP223lqoCwf/9+RCIRlJaWxjxeWlqKDRs2qL6mqqpK9flVVVUtf+ePJXtOx44dY/6elZWFkpKSlufE8+STT+KRRx5JePyjjz5CXl6e1lckHGD+/PkpnxMKATNmAOvWtcOhQzkoLm5A//4HEAgAcSk0CMHoaZ/WhJfORattY/d3CYWAu+/uhNdeG4gDB3JbHm/Xrh433/wtQqE9aXP9bt/eDsBZKZ+3c+dXKC6m68brUPt4F2obb0Pt412obbyNsn3q6upcPBKXBYR04t57741xPtTU1KBbt244//zzUVBQ4OKRtV7C4TDmz5+P8847D8FgUNdrLr7Y5oMiWjDTPq0JN89F0W1j53cpLwcefhj4/PNm7NnDch6cdVYQgcAQAEPs+2DBjB0LvPKKhN27Y90UHJ9PQpcuwJQpp+Djj+m68SrUr3kXahtvQ+3jXahtvI1a+3AnvFu4KiC0b98egUAA1dXVMY9XV1ejrKxM9TVlZWVJn89vq6ur0UmRXau6uhqDBw9ueU58ksbm5mYcPHhQ83NDoRBCoVDC48FgkC42l6E28DbUPt4lXdomGAQUUWlpSTDI3Bo//Sl+DMmQ/8byPPjwwgtATk7wx+enR9u0Vqh9vAu1jbeh9vEu1DbeRtk+breTq0kUs7OzMXToUCxYsKDlsWg0igULFmDEiBGqrxkxYkTM8wFm6eDP79mzJ8rKymKeU1NTg6VLl7Y8Z8SIETh8+DBWrFjR8pyPP/4Y0WgUw4cPF/b9CIIgCILjhbKlBEEQBEEQVnA9hGHq1Km4/vrrceqpp2LYsGGYPn06jh07hhtvvBEAcN1116FLly548sknAQBTpkzBqFGj8Nxzz+HCCy/E3LlzsXz5csycORMA4PP5cMcdd+Dxxx/HiSeeiJ49e+KBBx5A586dMX78eABAv379MG7cONxyyy145ZVXEA6HMXnyZFx55ZXo3LmzK78DQRAEkflMnAhceinw2WdoCckYOTI9qm8QBEEQBEG4LiBcccUV2LdvHx588EFUVVVh8ODBmDdvXksSxB07dsDvl40SZ5xxBmbPno37778f9913H0488US89957GDBgQMtz7r77bhw7dgy33norDh8+jLPOOgvz5s1DTk5Oy3NmzZqFyZMn49xzz4Xf78dll12GGTNmOPfFCYIgiFYJL/VIEARBEASRbrguIADA5MmTMXnyZNW/LVq0KOGxyy+/HJdffrnm+/l8Pjz66KN49NFHNZ9TUlKC2bNnGz5WgiAIgiAIgiAIgmiNuJoDgSAIgiAIgiAIgiCI9IAEBIIgCIIgCIIgCIIgUkICAkEQBEEQBEEQBEEQKSEBgSAIgiAIgiAIgiCIlJCAQBAEQRAEQRAEQRBESkhAIAiCIAiCIAiCIAgiJSQgEARBEARBEARBEASREhIQCIIgCIIgCIIgCIJICQkIBEEQBEEQBEEQBEGkhAQEgiAIgiAIgiAIgiBSQgICQRAEQRAEQRAEQRApIQGBIAiCIAiCIAiCIIiUZLl9AOmKJEkAgJqaGpePpPUSDodRV1eHmpoaBINBtw+HiIPax7tQ23gXahtvQ+3jXahtvA21j3ehtvE2au3D1598Peo0JCCYpLa2FgDQrVs3l4+EIAiCIAiCIAiCaE3U1taisLDQ8c/1SW5JF2lONBrF7t27kZ+fD5/P5/bhtEpqamrQrVs3/PDDDygoKHD7cIg4qH28C7WNd6G28TbUPt6F2sbbUPt4F2obb6PWPpIkoba2Fp07d4bf73xGAnIgmMTv96Nr165uHwYBoKCggDo8D0Pt412obbwLtY23ofbxLtQ23obax7tQ23ib+PZxw3nAoSSKBEEQBEEQBEEQBEGkhAQEgiAIgiAIgiAIgiBSQgICkbaEQiE89NBDCIVCbh8KoQK1j3ehtvEu1DbehtrHu1DbeBtqH+9CbeNtvNg+lESRIAiCIAiCIAiCIIiUkAOBIAiCIAiCIAiCIIiUkIBAEARBEARBEARBEERKSEAgCIIgCIIgCIIgCCIlJCAQBEEQBEEQBEEQBJESEhAIx5g2bRp8Ph/uuOOOlscaGhowadIktGvXDm3btsVll12G6urqmNft2LEDF154IfLy8tCxY0fcddddaG5ujnnOSy+9hH79+iE3Nxd9+vTBW2+9pXkcc+fOhc/nw/jx42MelyQJDz74IDp16oTc3FyMGTMG3333neXvnQ643TaHDx/GpEmT0KlTJ4RCIfTu3RuVlZUJ79OjRw/k5ORg+PDhWLZsmbgfwMO43TbTp09Hnz59kJubi27duuHOO+9EQ0NDwvu0xrYBzLfP7bffjqFDhyIUCmHw4MGq7/3NN99g5MiRyMnJQbdu3fD0008nPOftt99G3759kZOTg4EDByZcN9SvudM2r776KkaOHIni4mIUFxdjzJgxCddFa24bwP1rh0NzgkTcbhuaEyTH7faheYE2drVNQ0MDbrjhBgwcOBBZWVkJ/RVn0aJFOOWUUxAKhdCrVy+88cYbCc8R0jYSQTjAsmXLpB49ekiDBg2SpkyZ0vL4r371K6lbt27SggULpOXLl0unn366dMYZZ7T8vbm5WRowYIA0ZswYadWqVVJlZaXUvn176d577215zp/+9CcpPz9fmjt3rvT9999Lc+bMkdq2bSu9//77CcexdetWqUuXLtLIkSOlSy+9NOZv06ZNkwoLC6X33ntP+vrrr6VLLrlE6tmzp1RfXy/89/ASbrdNY2OjdOqpp0rl5eXS559/Lm3dulVatGiRtHr16pbnzJ07V8rOzpZef/11ae3atdItt9wiFRUVSdXV1fb+OC7jdtvMmjVLCoVC0qxZs6StW7dKH374odSpUyfpzjvvbHlOa20bSTLfPpIkSb/5zW+kP/7xj9K1114rnXzyyQnvfeTIEam0tFS65pprpG+//VaaM2eOlJubK/35z39uec4XX3whBQIB6emnn5bWrVsn3X///VIwGJTWrFnT8hzq19xpm6uvvlp66aWXpFWrVknr16+XbrjhBqmwsFDauXNny3Naa9tIkvvtw6E5QSJutw3NCZLjdvvQvEAbO9vm6NGj0q9+9Stp5syZ0tixYxP6K0mSpC1btkh5eXnS1KlTpXXr1kkvvviiFAgEpHnz5rU8R1TbkIBA2E5tba104oknSvPnz5dGjRrVclEdPnxYCgaD0ttvv93y3PXr10sApCVLlkiSJEmVlZWS3++XqqqqWp7z8ssvSwUFBVJjY6MkSZI0YsQI6Xe/+13MZ06dOlU688wzYx5rbm6WzjjjDOm1116Trr/++piLLxqNSmVlZdIzzzzT8tjhw4elUCgkzZkzR8jv4EW80DYvv/yydPzxx0tNTU2axzls2DBp0qRJLf+PRCJS586dpSeffNL8l/c4XmibSZMmSeecc07S57TGtpEka+2j5KGHHlKdLPzpT3+SiouLW9pLkiTpnnvukfr06dPy/5/97GfShRdeGPO64cOHS7/85S8lSaJ+zc22iae5uVnKz8+X3nzzTUmSWm/bSJJ32ofmBIl4oW1oTqCNF9qH5gXq2N02SuL7K87dd98tnXTSSTGPXXHFFdLYsWNb/i+qbSiEgbCdSZMm4cILL8SYMWNiHl+xYgXC4XDM43379kX37t2xZMkSAMCSJUswcOBAlJaWtjxn7NixqKmpwdq1awEAjY2NyMnJiXnv3NxcLFu2DOFwuOWxRx99FB07dsTNN9+ccIxbt25FVVVVzLEUFhZi+PDhLceSiXihbd5//32MGDECkyZNQmlpKQYMGIAnnngCkUgEANDU1IQVK1bEHIvf78eYMWOobX7ErrY544wzsGLFihZ725YtW1BZWYny8nIArbdtAGvto4clS5bgJz/5CbKzs1seGzt2LDZu3IhDhw61PCf+88eOHdvyOdSvudc28dTV1SEcDqOkpARA620bwDvtQ3OCRLzQNjQn0MYL7UPzAnXsbhs9pJoTiGybLOuHSxDazJ07FytXrsRXX32V8LeqqipkZ2ejqKgo5vHS0lJUVVW1PEe5COJ/538D2MXx2muvYfz48TjllFOwYsUKvPbaawiHw9i/fz86deqEzz//HH/5y1+wevVq1ePk76X2WfxvmYZX2mbLli34+OOPcc0116CyshKbN2/GbbfdhnA4jIceegj79+9HJBJR/awNGzaI+jk8hVfa5uqrr8b+/ftx1llnQZIkNDc341e/+hXuu+8+AGiVbQNYbx89VFVVoWfPngnvwf9WXFys2c7K80D5OrPHkk54pW3iueeee9C5c+eWiVtrbBvAO+1Dc4JEvNI2NCdQxyvtQ/OCRJxoGz1ozQlqampQX1+PQ4cOCWsbEhAI2/jhhx8wZcoUzJ8/P2GnUyQPPPAAqqqqcPrpp0OSJJSWluL666/H008/Db/fj9raWlx77bV49dVX0b59e9uOI53wStsAQDQaRceOHTFz5kwEAgEMHToUu3btwjPPPIOHHnrItmPzKl5qm0WLFuGJJ57An/70JwwfPhybN2/GlClT8Nhjj+GBBx6w7di8jFPtQxjHq20zbdo0zJ07F4sWLfLUcTmNV9qH5gSJeKVtAJoTqOGl9qF5QSxeahsnoRAGwjZWrFiBvXv34pRTTkFWVhaysrLwySefYMaMGcjKykJpaSmamppw+PDhmNdVV1ejrKwMAFBWVpaQqZT/nz8nNzcXr7/+Ourq6rBt2zbs2LEDPXr0QH5+Pjp06IDvv/8e27Ztw8UXX9xyHG+99Rbef/99ZGVl4fvvv295L7XP4n/LJLzSNgDQqVMn9O7dG4FAoOV9+vXrh6qqKjQ1NaF9+/YIBALUNi60zQMPPIBrr70Wv/jFLzBw4EBMmDABTzzxBJ588klEo9FW1zaAmPbRg5421HqO8u/K15k9lnTBS23DefbZZzFt2jR89NFHGDRoUMx7KF9n9ljSCa+0D80JEvFK2wA0J1DDS+1D84JYnGobPWi1X0FBAXJzc4W2DQkIhG2ce+65WLNmDVavXt3y79RTT8U111zTcj8YDGLBggUtr9m4cSN27NiBESNGAABGjBiBNWvWYO/evS3PmT9/PgoKCtC/f/+YzwsGg+jatSsCgQDmzp2Liy66CH6/H3379k04jksuuQSjR4/G6tWr0a1bN/Ts2RNlZWUxx1JTU4OlS5e2HEsm4ZW2AYAzzzwTmzdvRjQabXn+pk2b0KlTJ2RnZyM7OxtDhw6NOZZoNIoFCxZQ2/yIXW1TV1fXcp/DJ3WSJLW6tgHEtI8eRowYgU8//TQmj8v8+fPRp0+fFov8iBEjYj6HP4d/DvVr7rUNADz99NN47LHHMG/ePJx66qkx79Ha2gbwTvvQnCARr7QNQHMCNbzUPjQviMWpttFDqjmB0LYxlHKRICyizEwqSay0Sffu3aWPP/5YWr58uTRixAhpxIgRLX/n5ejOP/98afXq1dK8efOkDh06xJSj27hxo/S3v/1N2rRpk7R06VLpiiuukEpKSqStW7dqHodaBtNp06ZJRUVF0r/+9S/pm2++kS699NJWUbKJ41bb7NixQ8rPz5cmT54sbdy4Ufrggw+kjh07So8//njLc+bOnSuFQiHpjTfekNatWyfdeuutUlFRUUyVgUzGrbZ56KGHpPz8fGnOnDnSli1bpI8++kg64YQTpJ/97Gctz2ntbSNJxttHkiTpu+++k1atWiX98pe/lHr37i2tWrVKWrVqVUv268OHD0ulpaXStddeK3377bfS3Llzpby8vIQyjllZWdKzzz4rrV+/XnrooYdUyzhSvzal5f9Otc20adOk7Oxs6Z133pH27NnT8q+2tjbmOa25bSTJvfaJh+YEibjVNjQn0Idb7UPzgtTY0TaSJElr166VVq1aJV188cXS2Wef3fIcDi/jeNddd0nr16+XXnrpJdUyjiLahgQEwlHiL6r6+nrptttuk4qLi6W8vDxpwoQJ0p49e2Jes23bNumCCy6QcnNzpfbt20u//e1vpXA43PL3devWSYMHD5Zyc3OlgoIC6dJLL5U2bNiQ9DjUJgvRaFR64IEHpNLSUikUCknnnnuutHHjRsvfOV1ws20WL14sDR8+XAqFQtLxxx8v/e///q/U3Nwc85wXX3xR6t69u5SdnS0NGzZM+vLLL8X+AB7GrbYJh8PSww8/LJ1wwglSTk6O1K1bN+m2226TDh06FPO81tw2kmSufUaNGiUBSPinFHC+/vpr6ayzzpJCoZDUpUsXadq0aQmf/Y9//EPq3bu3lJ2dLZ100knSf/7zn5i/U7/mTtscd9xxqu/x0EMPtTyntbeNJLl77SihOUEibrYNzQlS41b70LwgNXa1jda4omThwoXS4MGDpezsbOn444+X/vrXvyYcn4i28UmSJBnzLBAEQRAEQRAEQRAE0dqgHAgEQRAEQRAEQRAEQaSEBASCIAiCIAiCIAiCIFJCAgJBEARBEARBEARBECkhAYEgCIIgCIIgCIIgiJSQgEAQBEEQBEEQBEEQREpIQCAIgiAIgiAIgiAIIiUkIBAEQRAEQRAEQRAEkRISEAiCIAiCIAiCIAiCSAkJCARBEARBEARBEARBpIQEBIIgCIIgknL22WfjjjvuSHj8jTfeQFFREQCgR48e8Pl8mv9uuOEGAGj5/5dffhnzXo2NjWjXrh18Ph8WLVpk7xciCIIgCMIUWW4fAEEQBEEQ6c9XX32FSCQCAFi8eDEuu+wybNy4EQUFBQCA3Nzclud269YNf/3rX3H66ae3PPbuu++ibdu2OHjwoLMHThAEQRCEbsiBQBAEQRCEZTp06ICysjKUlZWhpKQEANCxY8eWxwoLC1uee/3112Pu3Lmor69veez111/H9ddfn/Qz9u3bh7KyMjzxxBMtjy1evBjZ2dlYsGCB4G9EEARBEEQ8JCAQBEEQBOEoQ4cORY8ePfDPf/4TALBjxw58+umnuPbaa5O+rkOHDnj99dfx8MMPY/ny5aitrcW1116LyZMn49xzz3Xi0AmCIAiiVUMCAkEQBEEQjnPTTTfh9ddfB8ByKZSXl6NDhw4pX1deXo5bbrkF11xzDX71q1+hTZs2ePLJJ+0+XIIgCIIgQAICQRAEQRAu8POf/xxLlizBli1b8MYbb+Cmm27S/dpnn30Wzc3NePvttzFr1iyEQiEbj5QgCIIgCA4JCARBEARBJKWgoABHjhxJePzw4cMxuQ2M0K5dO1x00UW4+eab0dDQgAsuuED3a7///nvs3r0b0WgU27ZtM/X5BEEQBEEYhwQEgiAIgiCS0qdPH6xcuTLh8ZUrV6J3796m3/emm27CokWLcN111yEQCOh6TVNTE37+85/jiiuuwGOPPYZf/OIX2Lt3r+ljIAiCIAhCP1TGkSAIgiCIpPz617/GH//4R9x+++34xS9+gVAohP/85z+YM2cO/v3vf5t+33HjxmHfvn0tpR718D//8z84cuQIZsyYgbZt26KyshI33XQTPvjgA9PHQRAEQRCEPsiBQBAEQRBEUo4//nh8+umn2LBhA8aMGYPhw4fjH//4B95++22MGzfO9Pv6fD60b98e2dnZup6/aNEiTJ8+HX/7299QUFAAv9+Pv/3tb/jss8/w8ssvmz4OgiAIgiD04ZMkSXL7IAiCIAiCIAiCIAiC8DbkQCAIgiAIgiAIgiAIIiUkIBAEQRAEQRAEQRAEkRISEAiCIAiCIAiCIAiCSAkJCARBEARBEARBEARBpIQEBIIgCIIgCIIgCIIgUkICAkEQBEEQBEEQBEEQKSEBgSAIgiAIgiAIgiCIlJCAQBAEQRAEQRAEQRBESkhAIAiCIAiCIAiCIAgiJSQgEARBEARBEARBEASREhIQCIIgCIIgCIIgCIJIyf8HaeAbi5s5ZHgAAAAASUVORK5CYII=", + "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": 22, + "id": "6a388bd7", + "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['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" + ] + }, + { + "cell_type": "markdown", + "id": "93ffa680", + "metadata": {}, + "source": [ + "## Imort Data" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "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": 24, + "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": 25, + "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": 26, + "id": "c63872aa", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + " 'Legend'>" + ] + }, + "execution_count": 26, + "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": 27, + "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": 28, + "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": 29, + "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": 30, + "id": "add74922", + "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['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": 31, + "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 " + ] + }, + { + "cell_type": "markdown", + "id": "8e13370a", + "metadata": {}, + "source": [ + "## Import Data" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "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": "code", + "execution_count": 34, + "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": 35, + "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": 36, + "id": "04b0d0e1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + " 'Legend'>" + ] + }, + "execution_count": 36, + "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": 37, + "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": 38, + "id": "397888a7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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QH28e58r9XNjvB+Dn58f555/PunXrrMdMJhPr1q3joosu6vL6Dz74gObmZn7xi190OXbRokV8/fXX7Nixw+5cS0sL9fX1Dq4SQgghhBC9QafVATAxeiLvpr3Lhps3ULykmCVTlgDYBH7QdQ9AZ70D6wx1Pd478GwiwV9/pNWa2zmAfeBm+Toz07ViL25asmQJ//znP1mxYgX79u3jtttuo76+3lr9E+Cmm26yKQpj8frrr3PVVVcRERHR5essXryYadOmcfnll/PPf/6TXbt2ceTIEVauXMmUKVM4dOiQy3M+efIkO3futPlTWFjo8vVCCCGEEKJzG49uBOCq0VexcPxCa5XNt/e87XB8Zz0AO+sdaNGTvQPPJrLss79KSzO3c3DU5y8z02t9/q677jrKy8t54IEHKC0tZeLEiaxZs8amCExBQQEaje3vFQ4cOMDmzZv56quvXHodnU7H2rVrWbZsGW+++SYPPPAAgYGBjBkzhjvuuINx48a5POfs7GwmTZpkc+xXv/oV//d//+fyPYQQQgghhGOqqlqDv4uHtG058rQH4OnsHXi2keCvP0tLg9RUyMmBkhKIjYXkZK9k/Nq7/fbbuf32252ez87OtjuWlJTkVhEXMAeAd999N7fddpu1z19Hb775Zqf3ePPNN7scI4QQQgghPHek6gjHao/hp/Vjin6K9binPQBPZ+/As40Ef/2dVgsutkQQQgghhBCip1myfhfGXUiAb4D1uKc9AE9n78Czjez5E0IIIYQQQnjMuuQzwbbKvKUHoILj4oIKCvGh8XY9AD29TnRNgj8hhBBCCCGExzYd3QTAJYmX2By39AAEnAZymXMy7fr9tb+uI8t9HF0nuibBnxBCCCGEEMIjBScLyK/OR6tomRo/1e582pg0Vi1YRVxonM3xQN9AVi1Y5bRfX9qYNFZctcLuuD5U3+l1onOy508IIYQQQgjhkY355iWf5w8+n2C/YIdj0sakkZqUSk5BDtn52Ty88WH8NH5cmXRlp/fW+Zh7ByaEJvDUzKeIDYklOSFZMn7dIJk/IYQQQgghhEesSz6HXNLpOK1GS0piCvdffD8RARFUN1fzTeE3nV6z+uBqAK4bd521d6AEft0jwZ8QQgghhBDCI5ZiL10FfxZajZZ5I+cBbcGdI0aTkc8PfQ7AFSOv6OYshYUEf0IIIYQQQgi3ldSWcKjyEAoK0xKmuXzdz0f9HIBPD37qdMy24m1UNFYQ7h/ucC+h8IwEf0IIIYQQQgi3WZZ8ToyZSLh/uMvXzR4+Gx+ND/tP7Ce3MtfhGEtWcM6IOfhqfbs9V2EmwZ8QQgghhBDCbe4u+bQI8w/j4iHmnoDOln6uPmQ+/vORP+/GDEVHEvz1c0aTkez8bN7b8x7Z+dkYTUavvt6mTZuYP38+gwcPRlEUPvroI7eu37JlCz4+PkycOLHLsaqq8tprrzFz5kxCQ0MJDw/nggsuIDMzk4aGBgAeeughFEWx+/P1119bz7vyWkIIIYQQwj3W5u5DLu5ipD1LUOco+Cs4WcDust1oFA1zRszp3iSFDQn++rGsfVkkLk9kxooZLMpaxIwVM0hcnkjWviyvvWZ9fT3nnnsuL7/8stvXVldXc9NNN3HZZZe5NP7GG29kyZIlzJ07l3Xr1rFz507uv/9+Pv74Y7766ivruLFjx1JSUmLz5+KL3f8hJIQQQgghXFNeX85P5T8BkDwk2e3r5yfNB8wBZE1zjc25zw5+BsDU+KlEBEZ0c6aiPenz109l7csifWU6KqrN8eKaYtJXpnut+eXcuXOZO3euR9f+/ve/Z9GiRWi12i4zhitXruSdd94hKyuLGTNmEBoaikajITExkSuvvJKamrYfEj4+PsTExHg0JyGEEEII4b6cghwAxg0aR2RgpNvXjxg4gqSIJA5UHODL3C+5duy11nOy5NN7JPPXR6iqSr2h3qU/NU013PHFHXaBH2A9lvFFBjVNNS7dT1Xt79PT3njjDY4cOcKDDz7o0vh33nmHpKQkUlNT7c4pikJYWFhPT1EIIYQQQrjI0tz94gTPV1vNH2XO/lmCPYB6Qz3rjqwD4IpR0uKhp0nmr49oaGkg+MngHrmXikpRbRFhT7sWINUtrSPIL6hHXtuRQ4cOcc8995CTk4OPj2vfcocOHSIpKcmlsXv27CE4uO3ZnXPOOWzbts2juQohhBBCiK5Zi70kulfspb2fj/o5z219js8PfY7RZESr0bI+bz3NxmaGhA1hbNTYnpquOEWCP+FVRqORRYsW8fDDDzNq1CiXr3MnG5mUlMQnn3xi/Vqn07k1RyGEEEII4RpL8/VdZbsAmBbven+/jqbGTyXcP5wTDSf4rvg7psZPtRaA+fmon6MoSpf3UI0q1TnVGEoM+MX6EZ4cjqLt+rqzlQR/fUSgbyB1S+tcGrvp6CbmvTuvy3GfL/rcpepLgb6BLr2uJ2pra9m+fTs7duzg9ttvB8BkMqGqKj4+Pnz11VdceumldteNGjWK/fv3u/Qafn5+jBgxokfnLYQQQgghbGXtyyJjTQZFNUXWY1Nen8LyOcs9qjXhq/Vl7oi5vPfje6w+uJqL9Be17fcb1fV+v/KscnIzcmkuarYe0+l1jFg+gqi0KLfnczaQPX99hKIoBPkFufRn1vBZ6EP1KDj+rYaCQnxoPLOGz3Lpfq78VsVToaGh7Nmzh507d1r//P73vycpKYmdO3cyefJkh9ctWrSIgwcP8vHHH9udU1WVkydPem3OQgghhBDClqXYYPvAD9qKDXpabd4S5H168FN2lu7kWO0xAn0DSUlM6fS68qxy9qbvtQn8AJqLm9mbvpfyrHKP5nOmk+CvH9JqtCyfsxzALgC0fJ05JxOtRtvjr11XV2cN4gDy8vLYuXMnBQUF1jFLly7lpptuAkCj0TBu3DibP4MGDcLf359x48YRFOR4r+GCBQu47rrruOGGG3j++efZvn07R48eZfXq1cycOZMNGza4POfGxkab4HPnzp0cPnzY84cghBBCCHEWMZqMZKzJ6LTY4OI1iz3qNz1nxBw0aPjx+I8s+XIJADOHzsTfx9/pNapRJTcjFwfTsR7LXZyLavR+UcP+pleDv64ahmdlZTFr1iwiIiJQFMUacLR3+PBhrr76aqKioggNDWXBggWUlZV1+rq1tbUsXryYIUOGEBAQwNSpU/n+++9txqiqygMPPEBsbCwBAQHMnDmTQ4cOdfct95i0MWmsWrCKuNA4m+P6UL3X2jwAbN++nUmTJjFp0iQAlixZwqRJk3jggQesY0pKSmyCQU8oisK7777Lc889x+eff86MGTOYMGECDz30EKmpqcyePdvlex08eNA6Z8uf3/3ud92anxBCCCHE2SKnIMcu49eeikphTaG1/YM7svOz8dGad6JlH822vl5nmcTqnGq7jF+HCdFc2Ex1TrXb8znT9Wrw11XD8Pr6eqZPn87TTz/t9PysWbNQFIX169ezZcsWDAYD8+fPx2QyOX3dX//616xdu5a33nqLPXv2MGvWLGbOnElxcbF1zDPPPMMLL7zAq6++ynfffUdQUBCzZ8+mqampe2+6B6WNSSM/I58NN2/g3bR32XDzBvIy8rwW+AGkpKSgqqrdnzfffNM65s033yQ7O9vpPR566CGHgXxHGo2G3//+96xbt47a2lpOnjzJ9u3bueOOOwgICHDpXg899JDD+X799dcuvmMhhBBCiLNbSW1Jj46zsCwlNRgNNserm6o7XUpqKDE4PO7puLNJrxZ86aph+I033ghAfn6+w/NbtmwhPz+fHTt2EBoaCsCKFSsYMGAA69evZ+bMmXbXNDY28t///pePP/6Yiy82F0N56KGH+PTTT3nllVd47LHHUFWVzMxM7rvvPmufuX//+99ER0fz0Ucfcf3113fnbfcorUbb5ZpoIYQQQgghPBUbEtuj46DrpaQKCovXLCY1KdVuK5NfrJ9Lr+HquLNJv6722dzcjKIoNqX9/f390Wg0bN682WHw19raitFoxN/fdh1xQEAAmzdvBsz72EpLS22uDwsLY/LkyWzdutVp8Nfc3Exzc1sKuqamBoCWlhZaWlpsxra0tKCqKiaTqdMs5dnO0vLB8qx6m6VSaUtLC1ptz++pPF0s348dvy9F98hz9R55tt4hz9U75Ll6hzxX73DluU6JnUJcSBzHao85DNYUFOJC45gSO8Xlv5+NRze6tJR0w5ENXDLEtpdg0JQg/OL8MBQ7yewp4BfnR9CUoF79fun4bPvC926/Dv6mTJlCUFAQd999N0888QSqqnLPPfdgNBopKXGcdg4JCeGiiy7i0UcfZcyYMURHR/Pee++xdetWa7uA0tJSAKKjo22ujY6Otp5z5Mknn+Thhx+2O/7VV18RGGjbTsHHx4eYmBjq6uowGCQl3ZXa2trengIABoOBxsZGNm3aRGtra29Pp9vWrl3b21M4I8lz9R55tt4hz9U75Ll6hzxX7+jquf4i4hc8Xet4K5aKyg0Db+DLNV+6/Hqbqja5NO6LzV9Qv7fe7rjPL3wIfDrQYfV7VVWpWljFF19+4fJ8vMnybBsaGnp5Jv08+IuKiuKDDz7gtttu44UXXkCj0bBw4ULOO+88NBrn2xnfeustfvnLXxIXF4dWq+W8885j4cKF/PDDD92az9KlS1myZIn165qaGuLj45k1a5Z1WapFU1MThYWFBAcH22UhRRtVVamtrSUkJMSrLSlc1dTUREBAABdffHG//ntraWlh7dq1XH755fj6+vb2dM4Y8ly9R56td8hz9Q55rt4hz9U7XH2u85jHefvP45ef/pL6lrZgTB+q5/mZz3P16Kvdet2go0EsO7qsy3Fzp8+1y/wBmC418W3mt6jNjjORSdokEmYnULO5xtoAPnR66GltAN/x2VpWBfamfh38AcyaNYvDhw9z4sQJfHx8CA8PJyYmhmHDhjm9Zvjw4WzcuJH6+npqamqIjY3luuuus14TExMDQFlZGbGxbWuXy8rKmDhxotP76nQ6myWoFr6+vnb/mIxGI4qioNFoOg1Uz3aWpZ6WZ9XbNBoNiqI4/Dvtj86U99HXyHP1Hnm23iHP1TvkuXqHPFfvcOW5Lhi/gDd2vcGaw2v4zXm/YdH4RSQnJHvUXmzGsBnoQ/UU1xQ7XUqqD9UzY9gMh/ev+KoCtVnFT1PBGNOjGIjAjwqaBySxv+o2ip4qovSfpbRWtK3U6q0G8JZn2xe+b3v/03QPiYyMJDw8nPXr13P8+HGuvPLKLq8JCgoiNjaWqqoqvvzyS2txl6FDhxITE8O6deusY2tqavjuu++46KKLvPYehBBCCCGE6MuKa83V8a8Zcw0piSke95Xubt/qE5nmNm2Rpo0MYBfRrDf/t/oDBrIVwCbwA2kAD70c/HXVMLyyspKdO3fy008/AXDgwAF27txps+/ujTfe4Ntvv+Xw4cO8/fbbXHvttdx5550kJSVZx1x22WW89NJL1q+//PJL1qxZQ15eHmvXrmXGjBmMHj2aW2+9FTBnmRYvXsxjjz3GJ598wp49e7jpppsYPHgwV111lZefihBCCCGEEH1TYU0hAPFh8d2+l6d9q1VDKyfWm4ssRrGlw0mFOkbgsAO8NIDv3WWf27dvZ8aMGdavLfvlbr75Zt58800++eQTa0AGWKtsPvjggzz00EOAOSBcunQplZWVJCYmcu+993LnnXfavI5lWajFyZMnWbp0KUVFRQwcOJBrrrmGxx9/3CYV+5e//IX6+np++9vfUl1dzfTp01mzZk2/3uclhBBCCCGEp+oMdVQ3VQPmAK0npI1JIzUplZyCHEpqS4gNie1yKWnNPzbTYgrDh1rC2GVzrprxGOhkWWe7BvADUgb0yHvoT3o1+LM0DHfmlltu4ZZbbun0Hk899RRPPfVUp2M69glcsGABCxYs6PQaRVF45JFHeOSRRzodJ4QQQgghxNmguMa85DNUF0qoLrSL0a5zt291+Zo6IJgItqLBaHPOQIRL9zhbG8CfMXv+hBBCCCGEEN5jWfLZU1k/T6iqyrFtwQBEdlzyCfhR4dJ9ztYG8BL89XOqUaUqu4qy98qoyq7y+vrlJ598kp/97GeEhIQwaNAgrrrqKg4cONDldZmZmSQlJREQEEB8fDx33nknTU1NnV6jqiqvvfYaM2fOJDQ0lPDwcC644AIyMzOtfVIeeughFEWx+/P1119bz3dWoVUIIYQQQrjG0pTdWfB3Oj6X1u+tx3QCFAyEs83ufDh78OM4YHJ8AwV08TrCk8N7fG79Qb9v9XA2K88qJzcjl+aiZusxb5ew3bhxI3/84x/52c9+RmtrK3/961+ZNWsWP/30E0FBQQ6veffdd7nnnnv417/+xdSpUzl48CC33HILiqKwbJnz/i433ngjWVlZ/OlPf+Lll18mOjqaXbt2kZmZSWJiorX4ztixY63BnsXAgQN77D0LIYQQQggoPHmq2EuofbGX0/W59MRH5joeR4CLsU8kKJgYwUvs5WH79u+nDozIHHFa+/31JRL89VPlWeXsTd9rV8jIUsJ27KqxXgkA16xZY/P1m2++yaBBg/jhhx+4+OKLHV7zzTffMG3aNBYtWgRAYmIiCxcu5LvvvnP6OitXruSdd94hKyuLGTNmEBoaikajITExkSuvvNKmSaaPj4+1N6MQQgghhPAOZ5m/0/m51BL8bQg/hwXVAQTRaHO+FS2DyGGX72qCBl2Dobhtb58urnf6/PUlEvz1EaqqYmpwkp7uONaocuiOQw4r2KICCuRm5DJg5gCXfquhCTQ3LvfEyZMngc4zbVOnTuXtt99m27ZtXHjhhRw5coTPP/+cG2+80ek177zzDklJSaSmptoEemAuxhMWFubRfIUQQgghhGeKas3BX/vMn2pUyc3I7fxz6eJcIlMju51taypsou6HOlDgV7/NJeiZRo4TyXX8hxjKKCGWegLZTDKXtyxDrX2DahKsDeDD1UoUMgHHLSTOBhL89RGmBhM5wTk9czMVmoua2Ry22aXhyXXJaIPcb9BpMplYvHgx06ZNY9y4cU7HLVq0iBMnTjB9+nRUVaW1tZXf//73/PWvf3V6zaFDh2x6NXZmz549BAcHW78+55xz2LbNfg24EEIIIYTwnGXZZ/vMX3VOtc1STzs92FrhxMfmrF/YtDAm8h8AvmQO2VxqM+4NbuX3/ANqqhhAVdtUjimQng6rVkHa2RkASvAnPPbHP/6RH3/8kc2bOw8ys7OzeeKJJ/j73//O5MmTyc3NJSMjg0cffZT777/f4TWdtQDpKCkpiU8++cT6tU6nc/laIYQQQoj+zGgyutUjrzscLft0tWVCT7RWsCz5jLw6kuZ/fI4/8JV2Hl+shqoqiI2FwweNzPrdZ5akow1FVVFRUBYvhtRU0HrnOfVlEvz1EZpADcl1yS6Nrd5UzZ55e7ocN/7z8YRfHO7Sa7vr9ttvZ/Xq1WzatAm9vvNyv/fffz833ngjv/71r83zGj+e+vp6fvvb33Lvvfei0di//qhRo9i/f79Lc/Hz82PEiBFuvwchhBBCiP4sa18WGWsyrEEZmAOz5XOWkzamZzNb9YZ6qprMWbT4sLZln662TOhua4WWqhaqs6sBiLywFf8/7cGIhuZLZjFnTtu4FHKAIof3AFBQobAQcnIgJaVbc+qPpNVDH6EoCtogrUt/Bs4aiE6vs/91hvVm5hK2A2cNdOl+7uz3U1WV22+/nQ8//JD169czdOjQLq9paGiwC/C0p37T4izDt2jRIg4ePMjHH3/scA6WvYZCCCGEEGejrH1ZpK9Mtwn8wNyIPX1lOln7snr09SyvE+IXYtPgPTw53KXPpZ62VrC0j8i7Lw+MEDgukIB95irv3zGZ5Ktsm7qbiktcuq+r4840Evz1Q4pWYcTyU5kuu3y2+T/eKmH7xz/+kbfffpt3332XkJAQSktLKS0tpbGxrdLSTTfdxNKlS61fz58/n1deeYX333+fvLw81q5dy/3338/8+fOtQWBHCxYs4LrrruOGG27g+eefZ/v27Rw9epTVq1czc+ZMNmzY4PKcGxsb2blzp82fw4cPe/4QhBBCCCF6kdFkJGNNBqqDKiuWY4vXLMZoMvbYazqr9GnzudQRFYb/bbhHn0vLs8r5NvFbds3YxbG/HwOg+Wgzpf84CMAXzGXuXNtrdpfHunRvV8edaWTZZz8VlRbF2FVjHfdTyfReCdtXXnkFgJQOafI33niDW265BYCCggKbTN99992Hoijcd999FBcXExUVxfz583n88cedvo6iKLz77ru8+uqrvP766yxbtgwfHx9GjhzJTTfdxOzZs12e88GDB5k0aZLNscsuu8yuN6AQQgghRH+QU5Bjl/FrT0WlsKaQnIIcUhJTeuQ1C2tO9fgLs+/xF5UWxTnvn8NP1//ksOpna0Wr26/nrH2EsdbI/h/moeU7fkqYS8edP/ujkolATxzFaBxMxoRCEXr2RyUz0e1Z9X8S/PVjUWlRRKZGUp1TjaHEgF+sH+HJ4V5tWulKIZbs7Gybr318fHjwwQd58MEH3XotjUbD73//exYtWmTt89fRQw89xEMPPeT0Hl2dF0IIIYTob0pqXVuy6Oo4V1gzfyGOaz3ocr8FNRQtdYzib/hRQU3oReTVXMehOw4RckEIrTWtLn1m7bR9hHkEB7iDIamT7M7ExGnJYDmrSMeEYhMAmk4tkVtMJnfEnX3FXkCCv35P0SrdLpsrhBBCCCH6j9gQ15YsDgoaRHZ+do9UArUEf44yf2RlUX1vFvBrBvAD0awHIKxmDycZQmXzFH6Y/AO0SwDq9M4brnfZPgINrUQyL6EGsP0cnJwMN+rTuLZoFZlkEN+u+EsReu4kk+3xaSS7VmfxjCPBnxBCCCGEEP1IckIy+lA9xTXFDvf9AYT7h3PLR7dYG7ND9yqBWpZ9dtzzh9EIGRlUc4f5ddllPaXBRBTZVDIZWm2zfM3FzexN38vYVWPtAkBX20KMGWQ/TquF5cshPT2Nj9VUppNDLCWUEMtmkjEpWlZlnpVdHgAp+CKEEEIIIUS/otVoWT5neadjqpuqbQI/6F4lUGcFX8jJwVRUwknGARDOTuspFQ35/NLxDU/FrLmLc1GNtgGsq20hAhMcj0tLM/dxj9Vr2UgK77OQjaQwOF57Nvd3ByT4E0IIIYQQot9JG5PGiqtW2B2PDY7FR+N4cV93KoFal32G2i77NBWXUMsoTATgw0mCyLeeq2Y8zQzCaR8IFZoLm6nOqbY53GX7CFRaBnTePiItDfLzYcMGePdd83/z8s7uwA9k2acQQgghhBD90rkx5wIQ6hfKqz9/ldiQWIwmIzPfmun0Gk8qgTa0NFDZWAnYZ/52l8cy4FTdzHB2mZuon2LAtgefMx2XeVraR+xN3+tgtAkVhbgnu25rptWelX3cOyWZv17mSvVM0XfI35cQQggh+oqj1UcBGBExgoXjF5KSmMLx+uMuXetOJVBL1i/YL9imwTuYWyuUMhmAcHbbnPOjwqX7O1rmGZUWxTn/Occu+6ejnDXRgZzzO++0NTvTSeavl/j6+gLQ0NBAQEBAL89GuMpgMP9myllzeiGEEEKI0+XoSXPwlxieaD3maiVQV8cBFJ481eMvNB5FsY3GYmIUTjIBPyCs3X4/gDD2oOM4zUThcA2nYq766Wz5pn+CP6ig8YekWXvw++R1GimDG4tdnruwJcFfL9FqtYSHh3P8uPm3M4GBgXb/mASYTCYMBgNNTU0O+/yd7rmUl5cTGBiIj4/80xFCCCFE78qvzgdgSNgQ67GuKoEqKOhD9SQnuN7rwGmxF2BiYB07UWjGSDBHbM4dJ4ohvMpB7gdM2C46VEGFEZnOl29WLt8MBDKwaRPRn5j7RfsRyI0hHwFn+eY9D8kn2F4UExMDYA0AhT1VVWlsbCQgIKBPBMcajYaEhIQ+MRchhBBCnN0smb/2wZ+lEmj6ynQUFJsAUDmVfcuck+lWvz9nxV4Aak4VaykAFFQKieMvPEsJseSQzCPcz294kMPcfqr4i5mGZsbwJFFk4DCQy8qi6r1C4FwGsN16OIAGxj6UDuPO8rKdHpLgrxcpikJsbCyDBg2ipaWlt6fTJ7W0tLBp0yYuvvhi61LZ3uTn59frGUghhBBCCGjb8zckfIjN8bQxaaxasIqMNRnWwA3MmbvMOZlu9/lz2uMPqN5YDcD4c3LhJ1jHTN5nIQDxg43cWvoWUaYiothCNeOpYSx5/AYVlQF8B4sXQ2qqbeM9o5HW//cXangFgIH8YD2lAVQVx9eJLknw1wdotVrZQ+aEVqultbUVf3//PhH8CSGEEEL0FZZln+33/FmkjUkjNSmVif+YyI/Hf+SBix/ggUsecCvjZ+Fs2aep1cTJnJMAxDZtBOBQ1DTeXQ6xsZBszEE70xJ8mhjALsLZxTGupJloqjmPyMKtkJNjW5YzJ4eTxyJR8cWfYwRwzOZ1FVQoLLS/TnRJUhhCCCGEEEL0Mw0tDZQ3lAO2yz7b02q0TIieAECILsSjwA/aMn/xYbbLPut21mGsNeITriX66KcA+F82jYULzTGZUmpfUVQBIvgGgAqmAuZege2Zikuo4nwABvA/p/PqeJ3omgR/QgghhBBC9DMFJwsACPELIdw/3Om4hNAEoG2JqCecZf6qs6sBCBsP/sY6qghn2LzR1vO7yx1XFI1kCwAnmIqKYjdud3kslVwAYLPfryNn9xfOSfAnhBBCCCFEP9N+yWdnhegSwszBX0FNgUev077Be8eCLyc3mpd8hoSZM4PfMJVpyW3hxf6oZArRY+rQ5iGcXWipo4WBHCKF/VG2lUcP+lxIA0MxLxXdYTcnEwoFxNtdJ7omwZ8QQgghhBD9jLNiLx1Zg7+TngV/zhq8q0aV6k3VACil5kzenpBpDGk3nZg4LRksB7AJADW0MpBtAHzCXcTE2S5HHXSsxvyaHMKHGptzlvssJtPuOtE1Cf6EEEIIIYToZxy1eXDEEhx2N/jTh+ptMox1u+ow1hjRhmoJP/AJAE3nTaV9EjI5Gb7Xp3Etqygmzua+waeWc8b6RJDcIYE3qLAKgGwSaO1Qn7IIPdeyiu3xaXbXia5J8CeEEEIIIUQ/Ywn+HFX6bM+S+atsrKTOUOf26zjr8Wfd73eBjrDaIlrwIXLehTZjtFpYvhw+VNIYSj4pbOAZ7gKglTxaUYhrbaD5SIP1GlVVqV5nDv42MARfWmlFwy/5P1LYwDDy+FBJIzNTujx4QoI/IYQQQggh+hnLnr+uMn+hulDCdGGAZ9m/wpOOe/xZg7/oUgB2MInJMwLtrk9Lg1WrIFavZSMpPMyDNOPHcPajGWVu43Xi4xPW8Q0/NWAoMaDx1/DYLdkAbCaZN/gVG0lhcLyWVdLf3WMS/AkhhBBCCNHPuLrnD7q3769jpU/VqFK1roqqU9k5zYnvAfjeZyoTJzq+R1oa5OfDhg1w3xNBbOQSAEaMOQxAxScV1rGVa83FZcIuDiPp6GcArGEur71mvj4vTwK/7pDgTwghhBBCiH7EYDRwrNbc+LyrZZ/QvX1/1h5/ofGUZ5XzbeK37Jq5C1ODCYCj68+nnGTKR03D19f5fbRac++/u++GLcFzAPA9Yt4reHLLSQwnDABUrTUHlQNSQvDdvAGA0vPm8ZvfmK+XpZ7dI8GfEEIIIYQQ/UjhyUJUVAJ8AogKjOpyvKXXX3cyfwlbE9ibvpfmomab863GUPbyMLFDJrh0P40GWi4zB3+RP31K8IRAMEHF6gpMBhPVG6sBGBh2CN+WRgrRM+bacW7PWzgmwZ8QQgghhBD9iKXYS0JYQqc9/iy6u+xTY9IQ8EQAqI5GaACVkd9XohodDrAz4boxHCUBX2MzEePMvQIrPq6g5tsaTPUmfKN88dvzOQBfMJcrft71exSukeBPCCGEEEKIfsSy38+VJZ/QFvxZgkZXNbQ0UNFYwfij4zGVmDoZqUFzopnqnGqX7nv5LIUvMWf/AmtzAKj4ooKCZ8zBafil4bR8bA7+vo+cx9ixbk1bdEKCPyGEEEIIIfoRVyt9Wnia+SuuKQZgcONgl8YbSgwujYuIgCOjzMFf48YDoAW1WaXyM3Oxl6o1J2goicWAL8Gpl+FCclO4SII/IYQQQggh+hFrg3cXKn22H1dUU4TRZHT5dSz7/XxifLoYaeYX6+fyvcPSLqOUFPJrfg8dptR60sReHiaH3zDz6hCX7ym6JsGfEEIIIYQQ/Yg1+HMx8xcbHItW0dJqaqW0rtTl17FU+mw6rwmdXgdOMnAqoIvXEZ4c7vK9L70yhP0sdnJWAVQMXMmMS1zbRyhcI8GfEEIIIYQQ/Yi7e/60Gq21T587Sz+tPf7C9YxYPsLhGBUVRYERmSNQtK6vzxzRUA2E4TSiREMAOpq3V7t8T9E1Cf6EEEIIIYToJ4wmozUj5+qyT/Cs6EvhSfPr6EP1RKVFMXbVWLQhto32DEoz53wwlqi0rltOtNd63LX9ga7uIxSukeBPCCGEEEKIfuJY7TFaTa34aHyIDY51+TpPir4U1Z7K/J3KGkalRTHwioEAhPtu5VwWs3WKlkHXuBf4gev7A93ZRyi6JsGfEEIIIYQQ/UT7Hn9ajbaL0W0s+wM9WfYZHxpvPWY4Zs7ExbZ8TSi7iZhzgcv3ay88ORyfWB2q4+aBqKhu7yMUXZPgTwghhBBCiH7C3TYPFp5k/tov+wQgKwvDNwcA0FGOFpXfvjwBsrLcmguAolVIesmyj7BjD0EToLi9j1B0TYI/IYQQQggh+glLsRd39vuB+8FfY0sjFY0VwKngLysL9Zp0mlsHAKDjBAB+5cWQnu5RABiVFsX++Yn4nbqXhUot2sfc30couuZa0w4hhBBCCCFEr7Ms+0wMS3TrOncLvliWfAb5BhHuGwIZGbQQjAkdgDVgU1QVFQVl8WJITQWt60tRAVIm72DopzfTSBIGIvCjAoUCQkb9H5Dm1r1E1yTzJ4QQQgghRD9hXfbpYeavuqmamuaaLsdb2zyE6lE2b4aiIgxEAuBLNVparGMVVCgshJwct+ZEVhaj709HRxMD2EU06xnALsKoRnudZ9lE0TkJ/oQQQgghhOgn3G3wbhGiC2GAv3nJpmUvX2esxV7C4jEVlwDQjHkZZsdlmhaWcS4xGiEjA1TVrtOfgoqqAosXm8eJHiPBnxBCCCGEEP2AqqrWPXuuNnhvz519f5ZegvpQPbvLzS0lmk9l/nROgj/LOJfk5EBRkdMW7x5nE0WnJPgTQgghhBCiHyirL6OptQmNommrwOkGd/b9WZd9hujZH5VMIXpr5k9Huc1YEwoFxLM/KtnlubiaJXQrmyi6JMGfEEIIIYQQ/YCl0ufgkMH4an3dvt7VzJ/RZGRn6U4AGloaiBoMGSx3mPkzncrdLSaTmDjXi724miV0K5souiTBnxBCCCGEEP2AtdKnB0s+wbVG71n7skhcnsjWoq0ALPt2GbfsSGTTdPiWWYBt8FeEnmtZxfb4NJJdT/xZs4kmJws/Pckmiq5J8CeEEEIIIUQ/YO3x52axF4uuMn9Z+7JIX5luXfJpUVxbTMXMdIw6c+igo5w3uZkUNjCMPD5U0sjMdK/LQ0yclgyWA9gFgJ5mE0XXJPgTQgghhBCiH7C2efBC8Gc0GclYk4GKanfO3MkPorSNAPhRzidcyUZSGByvZdUqSHOzJV9yMnyvT+NaVlFMnM05T7OJomvS5F0IIYQQQoh+wNrmwc0efxaW4K+opohWUys+mrZQYHPhZruMX3u+Lb6ENoQA5mWf58+P444l5iDOzb7ugPma5cshPT2Nj9VUppNDLCWUEMtmkjEpWlZlenZv4Zxk/oQQQgghhOgHurvnLyY4Bh+ND0bVSEmtbRXNkrrOq2pG1pqLvZiURnyoY8o1caSkdC84S0uDVasgVq9lIym8z8JuZRNF1yTzJ4QQQgghRB+nqqrDZZ+qUaU6pxpDiQG/WD/Ck8NRtI6LqGg1WuJD48mrzqPgZAHxYfHWc7HBnVfVjKwxB38a7QlMrRoixsZ08x2ZpaVBaqq5nV9JCcTGep5NFF2T4E8IIYQQQog+rqqpijpDHdC2fLM8q5zcjFyai5qt43R6HSOWjyAqLcrhfRLCEqzB3zSmWY9Pj5+OPlRPcU2xw31/UTXm+4W1nqCMaOKG9FwYodVCSkqP3U50QpZ9CiGEEEII0cdZKn1GB0UT4BtAeVY5e9P32gR+AM3FzexN30t5Vrmj2zgt+qLVaFk+Z7nDwE9BIarWHPz5U84xJY7IyG6/JdELJPgTQgghhBCij7Mu+QwfgmpUyc3IxUGcZj2WuzgX1Wg/wBL8WfYPtpc2Jo2UISl2x/Whem6OuRkAP05Q6R+H4nhlqejjZNmnEEIIIYQQfZy10mfYEKpzqu0yfjZUaC5spjqnmgEpA2xOddbovdXUyp7jewD42+y/ER0UTWxILMkJyexbsI8TnEDHCerC4+yuFf1Dr2b+Nm3axPz58xk8eDCKovDRRx/ZnM/KymLWrFlERESgKAo7d+60u8fhw4e5+uqriYqKIjQ0lAULFlBWVtbp6xqNRu6//36GDh1KQEAAw4cP59FHH0VV2347csstt6Aois2fOXPm9MTbFkIIIYQQwi2WZZ+J4YkYSgwuXeNoXGe9/rYWbqWisYKBAQO5/cLbWTh+ISmJKWg1WgzF5nvpOIEhUoK//qpXg7/6+nrOPfdcXn75Zafnp0+fztNPP+30/KxZs1AUhfXr17NlyxYMBgPz58/HZDI5fd2nn36aV155hZdeeol9+/bx9NNP88wzz/Diiy/ajJszZw4lJSXWP++9957nb1YIIYQQQggPtc/8+cX6uXSNo3GdBX8fH/gYgCtGXmHTAxDMewkBdJSjDpbgr7/q1WWfc+fOZe7cuU7P33jjjQDk5+c7PL9lyxby8/PZsWMHoaGhAKxYsYIBAwawfv16Zs6c6fC6b775htTUVK644goAEhMTee+999i2bZvNOJ1OR0xMz5SxFUIIIYQQwlPt9/yFnx+OTq8zB2SO9v0p5qqf4cnhdqcs7R1ONp/kZNNJArWBgLmVhCX4uzLpSptrVKNK8zFL8HcC30QJ/vqrfr3nr7m5GUVR0Ol01mP+/v5oNBo2b97sNPibOnUqr732GgcPHmTUqFHs2rWLzZs3s2zZMptx2dnZDBo0iAEDBnDppZfy2GOPERER0el8mpvb1l/X1NQA0NLSQktLS3fe6lnL8tzk+fUsea7eIc/Ve+TZeoc8V++Q5+odZ/tztWT+4oLiaDW1MvT5oey/fr/jwSoMfW4oraZW6LAYTqfoGBgwkMrGSg5XHGb0gNEA/Fj2I7mVufhp/bg04VKb52woMYARwIgvleiGRZ+1fw/u6Pg92xeeWb8O/qZMmUJQUBB33303TzzxBKqqcs8992A0GikpKXF63T333ENNTQ2jR49Gq9ViNBp5/PHHueGGG6xj5syZQ1paGkOHDuXw4cP89a9/Ze7cuWzduhWtk66TTz75JA8//LDd8a+++orAwMDuv+Gz2Nq1a3t7Cmckea7eIc/Ve+TZeoc8V++Q5+odffm5GlUjP9X9RFVrFQN8BnBO8DloFW2X57q6586anVQ2VgKw79t9FPgUgA6irsjHsPpc+4t8jHx/4ntMn5rQ/qRFU6XBNMCE8RwjaCGccCqp5MN1H3JB2AUALP9iOQDjAseRsy7H5nbaXC3BBONHJRpMHKwvxvT5ke48qrOK5Xu2oaGhl2fSz4O/qKgoPvjgA2677TZeeOEFNBoNCxcu5LzzzkOjcb6dceXKlbzzzju8++67jB07lp07d7J48WIGDx7MzTeby9hef/311vHjx49nwoQJDB8+nOzsbC677DKH9126dClLliyxfl1TU0N8fDyzZs2yLksV7mlpaWHt2rVcfvnl+Pr69vZ0zhjyXL1Dnqv3yLP1Dnmu3iHP1Tv6+nP9cP+HLFm7hOLaYuuxuJA4ll1uXlnm7NzVo692655/OfoXll2+jLR90LT6b2znTTQ0ksRz+FJNHjdT2zqBiAcCQReA4Vhb0Re/OD+GLRvG2PixHDl4hOhR0Vw+4XLWrl3LAeUAALdOvZV558+zmUfFxxXsZz86TlBLMFf+4jISE7v1uM4KHb9nLasCe1O/Dv4AZs2axeHDhzlx4gQ+Pj6Eh4cTExPDsGHDnF5z1113cc8991gDvPHjx3P06FGefPJJa/DX0bBhw4iMjCQ3N9dp8KfT6WyWoFr4+vr2yR9S/Yk8Q++Q5+od8ly9R56td8hz9Q55rt7RF59r1r4srs+63q5B+rHaY1yXdZ3Da47VHuP6rOtZtWAVaWPS3Lrn9VnX887nA7kc8+fdAI4RzXoAgsjje97EUBEK2Fb7NBwzsP/6/Uz961Q+9f2U4rpifH19qW6pZtsxc+2Lq865yu75GsuMgLnYSzFxDBviSx/7K+jTLN+zfeH79oxp8h4ZGUl4eDjr16/n+PHjXHnllU7HNjQ02GUGtVptpxVCi4qKqKioIDY2tsfmLIQQQggh+jejyUjGmgy7IA1weKzjucVrFmM0Gd28p8rd0ypowlyY0J+2Nmd+nETBiMNKMKcOTfrnJDQmDQU15oqf39d8j4rK+bHnow/V213WVunzBMd99fi5VmxU9EG9mvmrq6sjNzfX+nVeXh47d+5k4MCBJCQkUFlZSUFBAceOHQPgwAFzOjomJsZahfONN95gzJgxREVFsXXrVjIyMrjzzjtJSkqy3veyyy7j6quv5vbbbwdg/vz5PP744yQkJDB27Fh27NjBsmXL+OUvf2md18MPP8w111xDTEwMhw8f5i9/+QsjRoxg9uzZp+XZCCGEEEKIvi+nIIeimiKPrlVRKawpJKcgh5TEFJfvqQKFYZAbFg0nQdcu+KtmPC0McHotKuiO6xh/dDxHh5iLyHx/8nsAUpNSHV5iaSivo5yTwVLpsz/r1eBv+/btzJgxw/q1Zb/czTffzJtvvsknn3zCrbfeaj1vWab54IMP8tBDDwHmgHDp0qVUVlaSmJjIvffey5133mnzOpZloRYvvvgi999/P3/4wx84fvw4gwcP5ne/+x0PPPAAYM4C7t69mxUrVlBdXc3gwYOZNWsWjz76qMNlnUIIIYQQ4uxUUuu8yKCn93D1no1EE4Bt5s+A88r07UXURXDo5CEaWhrYWbsTsG/xYGHJ/PlxgsaBP3Pp/qJv6tXgLyUlBVV1ng6/5ZZbuOWWWzq9x1NPPcVTTz3V6ZiOfQJDQkLIzMwkMzPT4fiAgAC+/PLLTu8phBBCCCFEbEj3twR1vIer9/Rvijb/12bZZ4VL11YEV1BcW8yXh7/EoBoYEjaECdETHI5t3+DdGCOZv/7sjNnzJ4QQQgghxOmWnJCMPlSPguL2tQoK8aHxJCcku3VPBYWg2gh0zfbBXyh78OM4dg3+rEz4airYP3Q/JtXEP3f8E4Cfj/w5imL/eqqqtlv2eQJtggR//ZkEf0IIIYQQQnhIq9GyfM5yh+faB28dAznL15lzMtFqbPv9uXLPPya9RhNRAOgotZ4/QQQjeQlQsA8ATYDCKNNyBusGAvB13tcAzB0+1+HrGWuMmOpNp17nBP7DJfjrzyT4E0IIIYQQohvSxqSxasEqAnwCbI7rQ/X8d8F/+e+C/xIXahs0DQoa5LTNQ/t7BvkG2d1z1YJVPHT5XDQoKBg4iZaFvEsKG3gw5G9EkcNYHsSPEzbX6ihnLA+SMyaH4qZym3O/+/x3ZO3LspuHZcmnDzVoaSZ0jAR//ZkEf0IIIYQQQnRT2pg0xkSOAWDJlCVsuHkDeRl5pI1JI21MGvkZ+Wy4eQNjo8YCcP/F9zsN/Nrf09J64U8X/cnmns1HzUGZP2XkK8OZ/85CHtqQwjX/zxycRZHDRSxEh7l4zDBeYQqLyBmTQ/oCMNBq81rHao+RvjLdLgBsv+SzFS2RY6O785hEL5PgTwghhBBCiG5SVZXcKnMLs1+d9ytSElNslnNqNVpSElO4Zsw1AGwt2trlPSsaKjhQYW51tnT6Upt7Nh1tAszBX2VIAosWQUoK+F6aTCF6TCgomAjC3M7BlzpMiomMOafa/XXY3ues72D7Sp+lxBCXYLtEVfQvEvwJIYQQQgivM5qMZOdn896e98jOz7ZrbN7fHa8/Tk1zDQoKwwcMdzpuWsI0ALYUbunynt8UfgPAmMgxRATatnCwBH86jlMfkWA9npyi5ZEI835BEwo6jpvHM4iNQ6AoDLvAz6J930GL9pU+S5Q4wsO7nLbowyT4E0IIIYQQXpW1L4vE5YnMWDGDRVmLmLFiBonLEx3uMeuvDlYcBGBI+BB0Ps77Qk/RT0GjaMivzudY7bFO77m5YDMA0+Kn2Z1rn/lriW0L/rRamPtaGteyimLi8D8V/DUziL3BA116L+37DLZf9lkVGIeDgqCiH5HgTwghhBBCeE3WvizSV6ZTVFNkc7y4ptjhHrP+6lDlIQBGRYzqdFyoLtTaT29LQefZP0t20JItbK/9nj+fxHibc2lpcMN/05gel0/FqbbeP3ERjwesdOGd2PYZNBQbAHPwVxcuxV76Own+hBBCCCGEVxhNRjLWZFj3k7XnbI9Zf2XJ/I0a2HnwB22ZvM6Wfja1NvH9se8BmJ4w3f68ddlnKQFJCXbn09LgyFEtFYGhAIQHBlCwJaXL/oEd+w62X/bZEiXBX38nwZ8QQgghhPCKnIIcu4xfe472mPVXluBvZMTILse6Evz9cOwHDEYDg4IG2e0hVE0qTQVtyz7DJ9gHf2BeAtoSbQ7+NI0++Go11v6BrvYdbL/sU42T4K+/k+BPCCGEEEJ4Rfu9Yz0xri9zddkntC3j3FGyg3pDvcMx1iWf8dNQOmy0aylvQW1WASMmaokdH+n0tYzxEYAJVC0t5S3W/oEd+w7GhcbZ9R00NZtoKW8BwI9y/BIl+OvvfHp7AkIIIYQQ4szUfu9YT4zrq0yqidxKc5uHkQO7zvwlhCWgD9VTVFPEtuJtzBg6w26MJfjrfMlnBcUMZojeeRUW7TA9fpsqMBBFU0ETftF+pI1JIzUplZyCHAqrCzn641H+fO2f8df521zbXGLO+ikY8KWG4CQJ/vo7yfwJIYQQQgivSE5IdnuPWX9UVFNEU2sTvhpfhoQPcekay9JPS0XP9lRVtRaD6azSp44yyvwS0DkvLkpgUnxbxc/CZutxS9/B68dez/iQ8TZLPS3alnyWowADxknw199J8CeEEEIIIbxCq9GyfM5yhwVfnO0x648s+/2GDxyOj8a1hXWd7fs7UHGAisYK/H38mRQ7ye58W5uH41SHOt7vZzFgvL6t119+o0tzs2hf6fMkocSODHbretH3SPAnhBBCCCG8Jm1MGlclXWV3PCY4xm6PWX9lLfbiwpJPC8u+v61FW+2qnVqyfhfGXYif1s/u2rY2D6U0RnUe/EVPjMWPcgAa91W5PD9oX+nzBMXEERPj1uWiD5LgTwghhBBCeNVPJ34C4IGLHyAxPBEwZ/zOhMAP4FCF68VeLCZETyDIN4ia5hr2lu+1OWfd7xdvv98PbJd9qvp4h2MsBsVqacY8vnZvjcvzA9tlnyf84vCRaiH9ngR/QgghhBB9mNFkJDs/m/f2vEd2fna/64m3/8R+DlYcxE/rx5+m/onLhl4GwK7SXb08s55zsNL9zJ+PxoeL4i8C7Ju9W/YBOmruDu2XfZbhO7zzzJ9GA3U+5iW2TQXNnY7tyJL58+MENSGy3+9MIMGfEEIIIUQflbUvi8TlicxYMYNFWYuYsWIGicsTydqX1dtTc9lH+z8C4LKhlxGqC+W82PMA2FG6oxdn1bM8yfyB431/x+uPW9tGXKS/yOF17YO/4HM6D/4AGoLNVTxbK+z3XnamfYP3pggJ/s4EEvwJIYQQQvRBWfuySF+ZbtckvbimmPSV6f0mALQEf6lJqQBMijEXMDlTgr8WYwtHqo4APRP8fVP4DQDjBo1jQMAAu2taT7ZiPGnO/vpTRuSkzpd9AjRFhQCgNvlibHI9c9y+wbsxRoK/M4EEf0IIIYQQfYzRZCRjTYbDKpmWY4vXLO7zS0CP1R7ju+LvALgy6UrAvNdNo2gorSs9I5q751XnYVSNBPoGMjhksFvXTtFPQaNoyK/O51jtMaDdkk8HLR4AmgrMWT8fTlJFEHEjA7t8HaM+Bg3mSp+WgK4rqknFcKyt2qc2QYK/M4EEf0IIIYQQfUxOQY5dxq89FZXCmkJyCnJO46zc9+mBTwFzkGNp5B7kF0RSRBJwZmT/LEs+Rw4ciaI4b7buSIguhAnRE4C2fX+WLKDT4K/dks9CJYGoqK5fx2eovq3Xn4v7/lpOtKC2qIAJPyoIGCHB35lAgj8hhBBCiD7G1YxYX8+cfXTgI6BtyaeFpXfd/0r+d7qn1OOsbR4iXC/20l77pZ+NLY38cOwHAKYnOK702dbmoYwTgQloXPg0HzQ6vq3X36nMYVcsGUJfqtBgJPQcvUvXib5Ngj8hhBBCiD7GkiXrqXG9oaa5hnVH1gFw1eirbM6dF3PmFH2xBH+jBrq338+iffD3/bHvaTG1EBsca22J0VH7Ng91A7re7wcwYEI8/pQB0Oxio/f2Pf5a8CFq7CCXrhN9m3TrEEIIIYToY5ITktGH6imuKXa47w8gLiSO5ITk0zwz131x6AtaTC0kRSQxOnK0zTlL5m9HSe8Ff0aTkZyCHEpqS4gNiSU5IRmtRuv2fSyVOd0t9mJhaeewo2QHaw+vtR5ztoS0/bJPQ/SFLr1G9IRoaqkAoGFftUvXtK/0WUIscfGSMzoTyN+iEEIIIUQfo9VoWT5neadjEsMT0Sh996Pcxwc+BuyzftBW8TOvOo+qxqrTOS2gZ1todHfZZ0JYAnEhcRhVI8u/M/+dO2vxALbBnzKk6zYPAFExWpowF2+pO1Dn0jXtK32WauMICXHpMtHH9d2fGEIIIYQQZ7G0MWmsWrCKAJ8Am+ODggahUTRsKdxC5reZfbIBvMFo4LNDnwH2+/0ABgQMsC5r3Fm68zTOrGdbaDS2NFJYUwh4nvnL2pdFZWMlALWGWgCe3vK003m03/PnP8q14E9RoM7X/LG/udjg0jWG4rZKn1WBUuzlTCHBnxBCCCFEH5U2Jo2Y4BgA7k2+lw03b+DYkmP8bfbfAFjy1ZI+2QA+Oz+bmuYaooOimayf7HCMJft3Oou+9HQLjdzKXADC/cOJCIhwez6WQLSx1XYfXnl9ucNA1NhkxFBqCcpKCR3r2p4/gPoQ8y8RjFUaVLXzZu+qUaVujzlD2EoADWES/J0pJPgTQgghhOijappryKvOA+DOKXeSkpiCVqMlLsTxh/HebgBvNBnJzs/m2S3PAjB/1HynS1PPiz39RV96uoWGtdhLxCi32zx4Eog2F5qzfhoaUagneqLrBX8ao041jDdqaKlocTquPKucbxO/pe4Hc/BXyA2Els2jPKvc5dcSfZcEf0IIIYQQfdTust0A6EP1RASaM0tGk5HFXy52OL43G8C330f3dd7XgLnVg7NAtDcyfz3dQqM7xV48CUQtPfr8KaMYPfGJrheoUeMH40ulzX06Ks8qZ2/6XrtG8JoWP/am75UA8AwgwZ8QQgghRB+1q3QXABNjJlqP9cUG8M720VU0VDjNRFoyfwcqDtDQ0nBa5tnTLTSsxV4Gul/sxZNAtK3Nw3FKfOIJDnb99XyGtmv3UGgf/KlGldyMXBwVl1UwZzVzF+eiGjtfMir6Ngn+hBBCCCH6KEsxlHOjz7Ue62sN4D3dRxcbEkt0UDQm1WTNcHqbpYWGJZjpSEEhPjTe5RYa3cn8eRKItq/0WRXsWrEXi6AkfaeN3ms219hl/Gyo5qCxOqfardcVfYsEf0IIIYQQfdSuMvvMX19rAN+dTKQl+3e6ln521kLDEhBmzsl0ud9f+z1/7vIkEG0f/DVEuhf8mRu9m4M/R43eDSUuVgF1cZzomyT4E0IIIYTog1pNrew5vgewzfz1dPaqu7qTibTs+zudzd7TxqTxq0m/sjuuD9WzasEq0sakuXSfk00nOV5vDqY8WfbZPhDt+HfpLBBt3+ahNc694C92YjS+mPfsNew/aXfeL9bPpfu4Ok70TRL8CSGEEEL0QYcqDtHU2kSQbxDDBw63HvckaHCXpWqnK/0Du5OJnBR7quhL6ekr+gJQ3VwNwOzhswHw0fiw74/7XA78oG3JZ0xwDCE6zzqgW3o5xoXaVm91Foi27fkrxSfR9TYPAAMjNdRj/nusP1Rvdz50eig6vQ4nv1MABXTxOsKTw916XdG3+PT2BIQQQgghvMFoMpJTkENJbQmxIbEkJyR3KyA63Sz7/SZET7Brl2AJGjLWZNgsuYwNieXFuS+6FcR0lLUvy+6++lA9y+csd3hfSybS2dJPBQV9qN5hJtKy7PPH4z/SYmzBV+vr8bxdpaoqm45uAuC+i+9jR+kOjtcf538l/yN5iOvZ0u4Ue2kvbUwaqUmpXX6vqkbVWqjFnzKCxriX+VMUqPXzAQMYSlvtz2sVRiwfwd70vQ4uNv9nROYIFK17LS1E3yKZPyGEEEL0W84yVO3bDnjSAN2dzJe3ONrv117amDTyM/LZcPMGIgMjAXgv7b1uB36OqnZ21j9Qq9Fy97S7Hd6vq0zk0PChhOnCMBgN/FT+k8fzdsf+E/s5Xn+cAJ8Afjb4Z9agdHPBZrfuc6jC82IvHWk1WlISU1g4fqG1l2NHzSXNqK0qCq3oqGDAue4FfwD1oYEAmGo1mAwmu/NRaVEMvm2w3XGdXsfYVWOJSoty+zVF3yLBnxBCCCH6JWcB3l/W/sXtAMaV+57uxumOKn12ZAkaJkRPAODoyaMev56nVTtVVeWTA58AoNPqbM51tY9OUZS2pZ+nqejLxqMbAbgo/iJ0Pjpr8Odua4yDlZ4Xe/GEZb+fjnJqCSLunDC379E4KAoFA6DQXOy4sqex1vz36xeZxxge5WT8D0zJmyKB3xlCgj8hhBBC9DvOMlRFNUU8+82zbgcwXd3X1cCxJ3WV+WtvWPgwAA5XHfb49Tyt2vnfff9l7ZG16LQ6dv1+Fxtu3sC7ae+y4eYN5GXkdZmJtBZ9KT09RV8swd8lQy4BsC713FK4xa0Mb08t+3SVpT2DjuMUEk/sYPeXX6r6dhU/HTR6V1WV6uxqAAao64lmPaERxSjYZwlF/yTBnxBCCCH6lc4yVF3prO2Ap5kvbyirK6O0rhQFhXGDxnU53lIQ5kjVEY9f05OqnXWGOhavWQzA3dPuJikyqcvlix1Zgr/TkflTVZXs/GygLfibED2BYL9gapprrNVVXblPTy77dEX7Ng/H/RPw8aByh+/Qznv9NeU10VzYjEIroypWATBj598gMRGyTm/mW3iHBH9CCCGE6Fe6ylC5wlGg051+dT3NkvUbFTGKIL+gLscPG2DO/HUn+HO1auegoEHW/ZC//uTXFNcWMzR8KPdMv8ej17UUfdlVtguT6t0M06HKQ5TWlaLT6pisnwyYK31OjZ8KuL7vr7yhnJPNJ1FQbCqxelNbm4dSasLc3+8HEDQ6Hn/KzPdzkPmrfn4dACHsQ0tbcKgWF0N6ugSAZwCp9imEEEKIfsXVDFVnYkNi7aqBFtcUn7bX74p1v1+M8/1+7fVE8Gep2llcU+w0qxroE8gtH91CUa1tkHz9uOsJ8A3w6HWTIpPw9/GnzlBHbmWuVzNpG/PNSz4n6yfj7+NvPZ6ckMxXh78ipyCH2y+8vcv7WJZ8JoQl2NzHm9raPJTRPOgij+4xcEK7zF9+g+1Jo5HqN3cC0xmA7RJcRVVRUVAWL4bUVND2n6q5wpZk/oQQQgjRr7iaoerMi9+9aFfU5Xerf3faXr8r1v1+0RNdGm8J/krqSmhoaehitGPt+wc609DaYBf4ATy1+SmP90P6aHyYMMhcsObFbS96tbqqZb9fypAUm+PWoi9Hc1DVrpcTn+4ln2C77FON9yzzF3vuIHyoAKDhQI3tyZzNVDeY9y+Gs8vuWgUVCgshx/uZb+E9EvwJIYQQol+xZKi64qwBOkDW/iy7JZ71LfaNrzteHx8a77BfXU9zN/M3MGAg4f7hAORV5Xn8umlj0ngn7R274/oQPYG+gZ1e6+l+yKx9WewtN/eWe2nbS16rrqqqaluxl8RLbM5dGHchvhpfSupKusyeGk1G1h5ZC5gzoadjD6iqqjbBn98Iz4K/8IEaak8Vb2nMa7Q517jzOM1Eo9BCKA56/Z1iKvZ+5lt4jwR/QgghhOhXtBotT172pMNzyqn/u2vqXcSFxtmc04fqWZm+kgH+A7p8DWeBo7N+dT2psaWRAycOAK5V+rToiaWfgLXATLBvMO+kvcOGmzfw5lVvdppR9HQ/pKW6asfA2xvVVY9UHaGopghfjS9T9FNszgX4BnDB4AuAzvf9WdqAvPfjewB8fPBjr7cBUY0qFZ9UYKo3B21+lBMy1rPgT1GgVucLQMtxk02Wc+/3MQCEsg8tjttAAOwu937mW3iPBH9CCCGE6He2FW8DQKvYBmKWvnLPXP6MtQF6+7YDUUFRVDVVdXl/S9N0i9iQ2E771fWkveV7MapGIgMjiQ12/YN2TwV/lv1sYweNZdH4RaQkpnC8/rhL17qzH/J0V1e1ZP0ujLvQYRazq35/vdEGpDyrnG8Tv+XHq360HvuefxNW5fk+w7rwEABUg4bW6lbr8cqiQQCEOVjyCWBCoYB49kd5P/MtvEcKvgghhBCiX/mu6Dte2vYSAJ8v+hw/Hz9r0ZbkhGRrZs7SAL09V4OTv83+G3Ghcdz84c0U1BTwxKVPnJbAD2BXqfnD97nR56Iorvdy64lef9AW/LXfz+bqPkd39kO6U12149+jJzr29+soeUgyz3zzjEdtQBQUFq9ZTGpSao9lhsuzytmbvpeOL9lMJM1LD1I+0tejxutNUYMJL6umhXCaC5vRjdGBCoG55j2A4ey0u8Z0KvO9mEzuiJNiL/2ZS5m/AQMGMHDgQJf+CCGEEEJ4S4uxhd+u/i0qKjdOuJFZI2a51VfO1eAkLjSOlMQUfjHhFwB8kftFt+fuKst+P3eWfELP9PoDOFhpH/xZ9ll2XA5r4cl+SE/6CnaHpdJnx/1+FtPip6GgcLDiIGV1ZTbnXA5U83Koyq6i7L0yqrKrUI3u96IE81LP3Ixcu8DPzPzxPXdxrkf3V/X2vf40pRqUcgOtKOSQaHdNEXquZRXb49NIlsRfv+ZS5i8zM9PL0xBCCCGEcKx9S4bs/Gx2l+0mIiCC52c97/a9umpnoKCgD9Vbg5grRl3BE5uf4MvDX9JqasVH4/1FU5ZKn+dGu1bsxaKnl322D/4slUDTV6ajoNg8O0/3Q3ojm+hMfnU+R08etenp19GAgAGMGzSOPcf3sKVwi02m15UANPmnZIzTjNa/PwCdXseI5SPcztBV51TTXOR83x0qNBc2U51TzYCUrvewtuc3LB5/dlPHKGuvP+2P5r83dXQI5+zfDcCDPMRBRlFCLJtJxqRoWZUpXR76O5d+gt18883enocQQgghhJ2sfVlkrMmwy7osHLeQqCD3l7y5G8RMjptMREAEFY0VbC3cSvIQ76Y9VFVta/PgZubPEvzlVedhUk1oFM9KOzgK/sBcCXTVglV2fx/6UD2ZczLdXhbrbiDeHZas3wWDLyDYL9jpuOkJ09lzfA85R3Ns3k9XAWjyT8k8vPJhu8xoc3Eze9P3MnbVWLcCQEOJoUfHtReUpEfH10Bb5s/nR3NIMCLFyND9uTTjxzKWUId5f2B8PGRmQtrpWfksvMijnwqHDx/mvvvuY+HChRw/bk4bf/HFF+zd67wsrBBCCCGEO5wV2AB4+fuXPS6wYQliHFUD7VjURavRMmfEHAA+O/SZR6/njvzqfGqaa/DT+jE6crRb18aHxqNVtDS1Nnm8VLKysZITDScAGDFwhN35tDFpDgvpeLIfsn1fQW9XV+1qv5+Fs6IvyQnJTovvaEwabl/jpDH8qZg2d3EuJoPJ5SWhfrF+nc7T3XHtDTw3Hn/My1qb8xtRVdUa/PnVfA/Aei7l9f+E8O67sGED5OVJ4HemcDv427hxI+PHj+e7774jKyuLuro6AHbt2sWDDz7Y4xMUQgghxNmnswIbFt2pBOlOEHPFyCuA0xP8Wfb7jY0ai6/W161rfbW+DAkfAni+9NPSvDwuJM5phsxSSMfVfZadcScQ7w6Xg79Tmd0dpTuoba61HtdqtAwJG+LwmglHJzCoZpDT/ZCWJZpb9VvZNWMX+xbtY9eMXXyb+C3lWeUOLwlPDken1+Hsliigi9cRnhze6ftxZPC5UWgwV7xtOFRL05EmNBUaFF8F5Zv/ALB7yJUsWAALF0JKiiz1PJO4Hfzdc889PPbYY6xduxY/v7bfNlx66aV8++23PTo5IYQQQpyd3KkE6SlXg5jZI2ajUTT8ePxHCk4WePx6rrDu93OxuXtH3d3352zJpzdZAvHM2ZkADA4e7HE20ZGimiKOVB1Bo2iYljCt07H6UD2J4YmYVBNbi7Zaj39x6Au+Lf4WDRqig6JtrhlpHOnSPFrKW2y+tiwJdRQAKlqFEcvtM6/QVgNmROYIFK3r1WAtwsIVLGFt49FmajaZq3yGTNIRk2/+9xR4/ZVu31f0D24Hf3v27OHqq6+2Oz5o0CBOnDjRI5MSQgghxNntdFeC7MzAgIFcpL8IgM8Oejf7Z630GT3Ro+st7R76U/AH5kA8dXQqABWNFW61uOiM0WTkle9fAWDkwJEE+QZ1eY1l6ael2XtjSyO3f2Fe1rl4ymKKlxTbZIxfufUVzyanAqrqtGpnVFoUY1eNRRtq+0sJJcLH7T2EHVX7m/sEGitVqtdVAxAUVoQGle+5gMtvievkatGfuR38hYeHU1Ji/4N2x44dxMXJN4oQQoj+wWgykp2fzXt73iM7P7vHGkmLnnE6K0G64nQt/eypzJ+nvf4ctXk4XeJC4lBQaDY2U17veDmkO7L2ZZG4PJEnNj8BwIGKAyQuT+xyr+j0hOkAfHLgE97b8x63fXYbR6qOEBcSx0MpD9lljAdeMhBdhBEweTBLxVq105GotChCp4UCEM0axvJn4rIv7FbgB1AfHoZCC6gKlasrzQePrAdga+SVjHZvu6noR9wO/q6//nruvvtuSktLURQFk8nEli1b+POf/8xNN93kjTkKIYQQPcryoXDGihksylrEjBUzXPpQKE4fb/SV644rRpmDv/V562lsaezx+xtNRlYfXE1+dT4A46LGeXSf7vb6663MH5j3LMYExwBQWFPYrXs5KxZUXFNM+sr0Tv+tN7WYK2DuKtvFoqxFrNi1AjBXmA3RhdiNVzAxgpcwb9DrmMFzLSA0FDc5PK7+N4u6L/MAGMynRPEDI+YMh6zu/axqHhSPH+YA29RgQtWo6A+/bz55VWq37i36NreDvyeeeILRo0cTHx9PXV0d55xzDhdffDFTp07lvvvu88YchRBCiB7TnQ+FZ5PezoxaKkE6awEAPVcJ0hXjB41HH6qnsbWR7PzsHr235ZcR89+bbz026bVJHn0vdmfPn6qqvRr8AcSHxQNQeNLz4K+zYkGWY86KBWXty2Lxl4sd3vf5rc87/jvJySGq4iPG8iAabFsv+FLt0px9Sg/YH8zKwpD+e1pM4YCRYE5lc48VQ3p6twJAjc85GIi0fq2YFHbzKntJY+pvx3t8X9H3uR38+fn58c9//pPDhw+zevVq3n77bfbv389bb72FVkoBCSGE6MPc+VDY28FPb+ormdG0MWnMGjbL7nhPV4J0haIozBsxD+jZpZ89/csIS/BXVl9GvaHerWuP1R6joaUBraJlaPhQt67tKQlhCQDdKqzjabEgTyvMmorN26GiyEFHKQDxvM25LOYirkPHcZxnAE3oKKO0ssOWKqMRMjKowVxMJoh8tJgbsiuqiqoCixebx7mpPKsc3f/0qNhWk20mkuPcTkKB1PA4k7kd/G3ebN78mpCQwLx581iwYAEjR7pW5UgIIYToTa5+KHw85/E+Efz0hr6UGW0xtvBDyQ8APDvz2W73lesuy9LPzw59hqo6DxBc1Z0MlTPh/uEM8B8AuJ/9s2T9hg0Y5nabiZ4SH3oq89eNZZ+eFgvyNGjcXR576ryGJsz/O47VDGAXGlrbLQntGACaAIURvEyppsPe1ZwcKCqijiQAQjhoc1pBhcJC8zg3qEaV3IzcU9nzjkuqzWHB4TsdF6ARZwa3g79LL72UoUOH8te//pWffvrJG3MSQgghvMLVD4UPZj/YJ4Kf080bwUh3fH3kayoaKxgUNIjFFy3ukb5y3XHZ0MvQaXXkV+ez78S+bt/PW+0sPN3319tLPqFngj9PiwV5GjTuj0qmED2NDELFDwUDOtoK1kSSwzk8iA7bjJoPtZzDQzSSjzbFdu+qJZtYi/nvIrhD8NdxnKuqc6ppLmp2el7pogCN6P/cDv6OHTvGn/70JzZu3Mi4ceOYOHEizz77LEVFzn94CSGEEH1BdypD9kbwc7qdjt567njvx/cAWHDOAnw0PqflNTsT5BdESmIKAC98+0K3lwR7q52Fp/v++kLw1xPLPj0tFuRp0BgTpyWD5TSiByCAYyinsnwmc46OKHK4kEWcy2IG8g0AEWwikhwei8gkOcX2Fxq7y2NRaQv+QnCwJ5C2rKOrDCWGrge5MU70P24Hf5GRkdx+++1s2bKFw4cPc+2117JixQoSExO59NJL3brXpk2bmD9/PoMHD0ZRFD766COb81lZWcyaNYuIiAgURWHnzp129zh8+DBXX301UVFRhIaGsmDBAsrKyjp9XaPRyP3338/QoUMJCAhg+PDhPProozZLOFRV5YEHHiA2NpaAgABmzpzJoUOH3Hp/Qggh+pauPhR25XQHP6dbX+qt19jSyIf7PwRg4fiFXn89V+lDzB/w//G/f3R7SbC32ll42uvP220eVKNKVXYVZe+VUZVd5XBpYU8UfLEUC3Kks2JBngaNycnwvT6NF3gIgACKreeK0JPOf7mG/3KMWAawi8F8DkAVk7iWVcx5LY2OZTP2RyWTz3haGIhNsZdTTCgUEM/+KPeq3frF+vXoONH/uB38tTd06FDuuecennrqKcaPH8/GjRvdur6+vp5zzz2Xl19+2en56dOn8/TTTzs9P2vWLBRFYf369WzZsgWDwcD8+fMxmZyX1n366ad55ZVXeOmll9i3bx9PP/00zzzzDC+++KJ1zDPPPMMLL7zAq6++ynfffUdQUBCzZ8+mqclxKV4hhBB9X/sPhR0/4LkTEJ6O4Kc39KXeep8f+pw6Qx0JYQlM0U/x+uu5ImtfFv/a+S+7454uCfZWOwtPe/15M/NXnlXO1iFb2TVjF/sW7WPXjF1sHbKV8izbfn6WZZ8ldSW0GFs8fr20MWm8lfaW3fHOigW58vPBUdCo1cLy5XDi1P68AIr5B78hhQ0MI4+PlDRG3JXG9Lh8UthAyamKoAb0/OLN+aQ52L4aE6flZR4HLMVe2jJxplNzWUwmMXHuLYEOTw5Hp9dh35LCQkUXryM8Odyt+4r+w+Pgb8uWLfzhD38gNjaWRYsWMW7cOD77zL3qV3PnzuWxxx7j6quvdnj+xhtv5IEHHmDmzJlO55Cfn8+bb77J+PHjGT9+PCtWrGD79u2sX7/e6et+8803pKamcsUVV5CYmEh6ejqzZs1i27ZtgDnrl5mZyX333UdqaioTJkzg3//+N8eOHbPLTgohhOhf0saksWrBKgYGDLQ5rg/V83DKwy7d43Q1Fj/dBgcPRqM4/2hwOnvrWZZ8Xj/2+k7ndLp4Yz+kpxmqrniy56/F2GId39PBX3lWOXuv+RFDse1eM0NxE3uv+dEmAIwOjsZX44tJNXGs9li3Xvfc6HMBCPINcrlYkOXnQ1xonM3xrirMpqVB6gXm/o8BFPMuN7CRFAbHa1m1Cp55Bo4c1fLQhhS2R19GIPkAJA846fB+ycnQGmLu9RjYIetXhJ5rWcX2+DSS3fynqGgVRiy07D10VIAGRlx/AkXr2eoI0fe5vYB+6dKlvP/++xw7dozLL7+c5cuXk5qaSmBgoDfm16nm5mYURUGn01mP+fv7o9Fo2Lx5s9OgcerUqbz22mscPHiQUaNGsWvXLjZv3syyZcsAyMvLo7S01Ob6sLAwJk+ezNatW7n++uudzqe5ue0HW01NDQAtLS20tHj+26uzmeW5yfPrWfJcvUOeq/f09LOdP2I+vzvvdzyx5QmS45N54OIHmB4/HYDXfniNY7XHnPaXiwuNY0rslDPi77mpuYk9tXuo2l1FiC6Eu9ffjUk1fwBUUGyegSUYeW7mc5iMJkxG15pXe6KmuYbVB1cDkD4mvU88641HN7q0H3LDkQ1MHTwVcO37df6I+Tw24zHu3XCvzfG40Dien/k880fMd/v9xwebs2d51Xk0G5pdCp4PVR6i1dRKoG8gUf5RPfbMVaPK3pt3Y843OKouaWLvLbuZOi/ZGnDoQ/XkVeeRV5nH4KDB1tHu/hw4dMK8XWfkwJGkj04HcOl7d/6I+cz7wzw2F26mpK6E2OBYpsdPR6vRdvraYbX1NGIO/mbdNpT701qZPl1FqwXLZdOmQdmlFxL23hYaSKRyYyVhc8Mc3m/u8BrYCVrM+x8f4CE2cQmbmY5J0fL+c62YTCqdLHazZzQS9PofOIehHOZ2mhlkPaWjnOH8naB/HaHlkcuxW4sq3Nbxe7Yv/CxzO/jbtGkTd911FwsWLCAyMrLrC7xoypQpBAUFcffdd/PEE0+gqir33HMPRqORkhLnS3LuueceampqGD16NFqtFqPRyOOPP84NN9wAQGmpuUdLdHS0zXXR0dHWc448+eSTPPyw/W+Nv/rqq14Jjs8ka9eu7e0pnJHkuXqHPFfv6clnuy5vHQAjjSOp31vPl3u/BOAXEb/g6VrH2w1UVG4YeANfrvmyx+bRW7ZWb+X/iv+PipYK2icWQrWh3Dj4Rt4vfd987pQI3wh+FfcrdEd0fH7kc6/ObUPlBpqNzeh1eoq3F3NM6V4GqCdsqtrk0rgvNn9B/QBzfz1Xv1/3lO4BYEzQGOZGzmWAzwDOCT4H7RGtR8/aqBrRosVgNPD2x28T6df157XtNdsBGKQdxJov1rj9ms4oOxRC60I7GaGBWljz1BrUSeZfNgS2mD8zfbrpU046yIy5+lw/Lzc/O/8mfz7/3LPv2VBCqaft54NTRgg9HIKCBoUTRE3YR339Dr50cFlRnJZL2E0JP6fw03z2XeygcqwKIXkhgIZY/kcTOp7mHgzoiIxs4Fe/+hGdrgR339aAXXu4uLKIQIqIYgvVjMdABH5UEM4ec6GaCtj0zHNUnSvN3nuK5Xu2oaGhl2fiQfC3ZcsWb8zDI1FRUXzwwQfcdtttvPDCC2g0GhYuXMh5552HRuP8t1wrV67knXfe4d1332Xs2LHs3LmTxYsXM3jwYG6++WaP57N06VKWLFli/bqmpob4+HhmzZpFaGhnP/iEMy0tLaxdu5bLL78cX9/e6Tl0JpLn6h3yXL3HG8/2zr/fCcD1KddbKzgCzGMe5+0/jzu/upNjdW1Bhz5Uz/Mzn+fq0Y63KvQnH+7/kGeynnGY3aw11nLxzy7muVHP8f7e97n101vx1fhyePFhAnwDTsv8Xnn/FQBuvfBWrki+4rS8ZleCjgax7OiyLsfNnT6XqYOnuvX9+sSbTwCQcUkGv5z4y27PFSCxIJHDVYdJnJTIxUMu7nJ87rZcOALnJ57PvHnzemQOAD98kIMr1RIG5QZz/r3mNYwrP1nJ3h/3EjksknkXtc3F3Z8D69euh2K4aPRFzLus596TI01Hm/ih9QcUDBQRyo03X4qPk0/ZJ6dB9XPmZIH2iC+zUy5GG2ibZWsubGb7ye2gUQk2HeYbLuRvL2sZNaqV6dN90WonAZPcnuf+72qt/1vBxAB2ORw3oCmRi3rw++Bs1fF71rIqsDd5VDf5rbfe4tVXXyUvL4+tW7cyZMgQMjMzGTp0KKmpqT09x07NmjWLw4cPc+LECXx8fAgPDycmJoZhw4Y5veauu+7innvusS7fHD9+PEePHuXJJ5/k5ptvJiYmBoCysjJiY9v2dZSVlTFx4kSn99XpdDZLUC18fX3lg2A3yTP0Dnmu3iHP1Xt66tnWNNeQV50HwPn68+3uuWD8Aq4Zew3BTwTTZGziraveYuH4hb3WX64nGU1G/vT1nxwGfhZ//vrPXDP2Gm6edDN3rbuLEw0n2Fe5j8n6yV6fX3l9OV/nfQ3AL879RZ/5tzRj2Az0oXqKa4qdLgnWh+qZMWyGdVmhK9+v5fXlfH/sewB+nvTzHnu/wwcO53DVYQpqC1y65+Fqc/p3dNToHn3mrfVVQIRL4yyvOyR8CADFdcUO5+Lqz4GjNUcB87Pw9vdRbb45qAqghNKg4YwPcP56kZGwPXg4oXXlGIxRNO5oZEDKAJsx1burAfALrEZbZ2D/wGn84Q/db3dyXKt3edz4PvJv70xg+Z7tCz/P3N5B/corr7BkyRLmzZtHdXU1RqN5Y3N4eDiZmZk9PT+XRUZGEh4ezvr16zl+/DhXXnml07ENDQ12mUGtVmutEDp06FBiYmJYt26d9XxNTQ3fffcdF110kXfegBBCiNNmd9luwJzN61j4xUKr0aIPM39QSghP6LOBn9FkJDs/2+Wec+708lMUxVppc2vR1h6dd0eW93H313djVI1MipnUq/3mOvK0EmRXvjr8FSoqE6In2BUZ6Q532z14q9JnUHIEOo5jX1zEwoSOMoKS2wLEnmj0Dlh/wWOpfupNjbltxV5qBo3ocnz16MmEYV7ue3Kz/dLWuh/qzPdrMS8JbT5/ao/MU5tibkhvclJh1tJComPTeXHmcDv4e/HFF/nnP//Jvffei7bdRtALLriAPXv2uHWvuro6du7cae3fl5eXx86dOykoMG9sraysZOfOnfz0008AHDhwgJ07d9rsu3vjjTf49ttvOXz4MG+//TbXXnstd955J0lJSdYxl112GS+99JL16/nz5/P444/z2WefkZ+fz4cffsiyZcusVUcVRWHx4sU89thjfPLJJ+zZs4ebbrqJwYMHc9VVV7n1HoUQQvQ9u0rNS50s1QCdiQ02r/7o7dYOzgK8rH1ZJC5PZMaKGS73nHO3l99UvflD5zeF33TzXTjX/n28sfMNwBy0eNI7z5ucVYIM0YV0WgmyM5/nmjdtzRvhfImdK/3xOrI2eq/u3eBvwu3JDNS8h7nYS8d5mwCFgZr/MOH2tmCjJ3r9qapKXpU5+Bs6YKjH93FV46G24K81sevgz/+SyYRbgr8c++Cvdrs5kzio2VyJPvLKngn+klO0PBJh/iVGxwDQ8rWjpvPizOF2/jgvL49Jk+zXGOt0Ourr69261/bt25kxY4b1a8t+uZtvvpk333yTTz75hFtvvdV63rJM88EHH+Shhx4CzAHh0qVLqaysJDExkXvvvZc777zT5nUsy0ItXnzxRe6//37+8Ic/cPz4cQYPHszvfvc7HnjgAeuYv/zlL9TX1/Pb3/6W6upqpk+fzpo1a/D393frPQohRF9lNBnJKcihpLaE2JBYkhOS+2x2q6ftKnMx+DvV0qG0znmxL2/L2pdFxpoMm2ydPlTPwnELee6b5+yWIFp6zjkLRtzt5XdRvHnFS09k/hx9z3184GPSV6bbvY+a5ppO30dvSRuTRmpSKjkFOXyw9wP+vv3vhOvCuWr0VW7fy2gy8mWuuSLI3JFzHY4pzyrn0B2HMBS39Xnzi/Nj5AsjiUqLcnpva6+/yq57/TW0NFizbD0d/Gn9tFT96UZinl1NKfNtzuk4wXBe5sifMtD6tf3sSQhLAKDgZIHHr1vZWEmtwRxAJYYnenwfV7XP/Pmd0/X3a2LaeQQ9b05u1GypxtRqQuNjzsmoqkrtD+a5h3CQ/STxs7k9U2RRq4W5r6Vx7TWryCSDeNp+rhSh504yucFB03lx5nA7+Bs6dCg7d+5kyJAhNsfXrFnDmDFj3LpXSkoKqur8t1e33HILt9xyS6f3eOqpp3jqqac6HZOfn2/zdUhICJmZmZ0uU1UUhUceeYRHHnmk03sLIUR/5CygWD5neZ/6oO0tluBvQvSETsfFBJn3gJfU9U7mL2tflsPAqKimiGe/edbhNSoqCgqL1yzm5yN/zjdF39gEWz8c+6HT17TsXbP08vvZ4J+hVbQU1RRRVFOEPtS1PUOO3kvH77m4kDiaWpuc9s6zvI/UpNQ+9YsJrUZLSmIKk+Mm886edyioKWDdkXVcPvxyt+6z/dh2KhorCNWFcpHefluJpT+eWVuWxtIfb+x/xzkNAN3p9ZdbmQtARECE02XQ3THlmTQ2v9IIdRDNGsqYA4CeBzly1+NMecb2Z45l2WdFYwUNLQ0E+rpfMd2y5DM2OBZ/H+//4r7xkLmKYwBFhF/QdeZv3IWB7CYELXUY64Op311PyHkhgLnYS0t5CygmgtTD/C/gFyzswZWraWnAf9OYfkcqQ4tziKWEEmLJi5vO317wcdh0Xpw53A7+lixZwh//+EeamppQVZVt27bx3nvv8eSTT/J///d/3pijEEKIHuQsoOgqY3SmMJqM7CkzL7c6N8a1zF9vBH+dNRXvimXfnv5vesob2hpoh+nCONnctsTMWS+/9nvXgvyCmBA9gR2lO9hauJVrx17r9nycfs/VFrv0PnIKcmwqsvYVAb4B3DD+Bv6+/e+8vuN1t4O/zw+Zl3zOGj4LX61tIQhX++Ndknqpw4bcQ8PNSx3LG8qpba4lRBfidB7eWvJpYThhoLXO/IuU/bFaBpWU0UI0tXcsY8oz9hnPcP9wgnyDqG+pp6imyKN5nc4ln6pRpfGwOfOn5Tj6KV3/gsTHB47GXMjw0h+pZAonN5+0Bn+WrJ+fbxlag4GT50xF6eGe62lpkJqqJScnhcLCVo4e/ZY//1lFFrid+dze8/frX/+ap59+mvvuu4+GhgYWLVrEK6+8wvLly502PxdCCNE3dBZQWI4tXrO4y6Ih/VluZS6NrY0E+AQwcuDITsf25p6/rgqzuKJ94AdYA79rxlzDqmtXMThksM15fajeYfA/Nd7zfX/dCWItenvPZWd+dd6vAHP7jIqGii5G2/oi9wsA5o6wD4Aq11dCnRb7wM9CA7Va8zgHwvzDiAgwF1GxZMGc8XbwV/F2PqAlmIPoHvw9zX7m5g81OY6XUyuK0u2ln5aMpyUI9qbm4mZUAyi0UEwIQ4a5lqVuntiu6Eu7fX+W4C/MYC5MFTRrWg/P2EyrhZQUuP56lfHjK2Sp51nC7eAP4IYbbuDQoUPU1dVRWlpKUVERCxcu5JtvvLcZXAghRPe5U+nxTGVZ8jlu0LgulxLGBJuzFb2x58+bAc+24m1cNfoqcv+Yy6PDH+Xfqf9mw80byMvIc5j1tSxJ9GTfX08Esa7uU+wN58Wex8SYiRiMBt7Z847L1x2vP872Y+bG6nNGzLE7f/gt14rodTbO1X1/3g7+il4xLyttIZfpC+MxRJmznKYjzhted7foiyXgPR3Bn6XYiz8llAQOw8/PtevCZ7ev+Flt3QplKfYSzk+cIIJzrk5yeg8h3OVR8GcRGBjIoEGDADh06BDJyVIWVggh+jJ3Kz2eiVyt9Am9u+zTmwGPJcDXarSMDxnP9WPNje6dBcOWoi//K/kfTa2utOxu053vJQWF+NB46/7DvupXk8zZv9d3vN5pLYP2vsz9EhWViTET7TKwAIZa17KInY1zdd+fN4O/lqoW6g+aeyDn6wcSGgqaCebPjppa51FSd9s9WIO/01Hps12xl5ORXe/3szjnqlGYKEHBgKG0hcbDjaiqam3zEMJBvtNOZeKkHl7zKc5q3Qr+hBBC9C/uVno8E1krfXax3w/aln2eaDiBwWjoYnTPSk5IRh+qt+sp11FX551xJygbGj6UQUGDaDG18L+S/3U6tmNbiqhA5xUpO9Od3nmn2w3jb0Cn1bG7bHeXz8eisyWf4Fl/vI5c7fXnzeCvIqsU0BJIHprrZwIQeaV5uXWrKRpTbZ3D6yzLPj3O/FWdvsxfw6liL4EU0TLE9eAvfoiG3X7nEcIBwNzvr7mwmZYTLYCRIA5TkjgVn+73dhfCSoI/IYQ4i3QVUPSXTEt3uNrmASAiMAIfjfmT1/H6416dV0ftm4p3pJz6v7um3mXXc87VYMudAF9RFJf2/TnqO3jl+1d2fm8UIgIi0IfYFslwtv+wLxoQMMA6z9d3vN7leKPJyJeHzS0e5o103N+v8/54YO6P975Nf7yOXOn1V9FQQUWjOXs4YqDrgYurSl4xB5b+/I/Jt50HwJiFesBIK6EUr3S8bNWS+SuocX/Pn0k1cfTkUeB0Z/6O4TvG9WeoKFCWaNvs3bLkM0ApREsLmmTv7PcTZy8J/oQQ4ixiCSg6K77RHzItnqpsrLTuP+uqzQOARtEQHRQN9M5SWEtTcT+t7fI4S2D0zOXPkJ+Rz4abN/Bu2rtsuHkDRXcWeSXA72rfn6WiZ8f9fY2tjTav3XEuAK/Nf438xbbvw9n+w77ql5N+CcC7e96lsaWx07HbirdR2VhJuH84U/RTHI6x9Mc7h4fQ0OxghImm2HCb/ngdWYO/TjJ/hyoPAeZgy5OWCp1prWnl5A7z/84NDSBxmPljZ0CYFjTVAJRmHXJ4bXf2/B2rPYbBaECraD1uTeKOtgbvRYSd714ArUyxbfZuLfai7sWAL4npF/TsZMVZz+VE8ieffNLp+by8zitJCSGE6BucNTz29/HnnbR3+tUHbnftLjNXz0sMTyTMP8yla2JDYimuLe61Xn+pSaloFfMH/Ocuf47zB59PckKyNUC39Jxrb/mc5aSvTO+ylYPJ6GxJoT1L8PdN4TeoqorSrva8KxU9IwIiCPAJoKjWtrdk5pxM6/dcX2zn4KpLh15KYngi+dX5PLHlCVqqWgg6GsSMYTPsfpliWfJ5+bDLrZllR6Y8k8a3gM+z1RiIIYG3GcB2jrCAWqaiFo/n0P3/pj4igYbDJQQOj2X8H5KtAaFlz9/hysO8s/sd4kLjbL53wMtLPldXgElLAAXUXn6xzbnW4FZ8aqBl9wmH11qXfdYU2n2/dcWy5DMhLKHT59sTVFNbmwdfShl80ZAurrAVc+WFhP77R8BE48FGKj83V28N4QD/43x+dnFAT09ZnOVc/hdx1VVXdTnGnX+YQgghesdf1/0VgIXjFvLb83/LloIt3LfhPvw0fqQmpfby7LzLnWIvFr3Z7gHMmZnG1kYCfQNZPGWxS1lZS8awY1P1jsGWOy4YfAE+Gh9K60o5evKozS8RXKnoWdFYwdc3fo1Wo7VpOn+mZJk1iobJcZPJr87n6W+eBmDZ0WXoQ/Usn7OctDFpGE1GcgpyeHv324DjKp8dnb90Plue3QJAbtJABv0+k5FzfsYP53xLtXoegx+7n5Fsto4/9mc9BUuWM+WZNLYVbQPAqBr5xYe/ALCZD7QFf121PfHE8dfNVT7D2UrSH5fZnFOHBsMu0B533FbGkrGrM9RR3VTNgIABLr+uq8VeVKNKdU41hhIDfrF+hCeHO+yZ2Jnm4mbUZhWFFkoIZOhI94LNiZdHUcAgAsmjgeHU7TTvgQzmELmD5jHFeXtGITzi8neoyeT6bweFEEL0TRvyNvDl4S/x0fjw2KWPMWzAMJITknn2m2c52XySHaU7uGDwmbvMyJ39fha92e4BYEeJed3chOgJbgVKaWPSSE1KJacgp0eCrQDfACbFTOL7Y9+ztXCrTfDnamB8vP44C8cv9Oj1+7qsfVms3LvS7nhxTTHpK9P589Q/896P79kEyfetv49w//BOg/G6H8z93/wpIezR3zLxWvOyQuWCZvg+kMPchpZGWgnDjwqijT8S82w6T2n/zF/9n3M6H8t+Sm9l/oz1Rio3NgFa8n1amNkhgxVyiZ6mXVVoDKFgNNKxyVygbyARARFUNFZQWFPoXvDnQrGX8qxycjNyaS5qW1Kr0+sYsXwEUWmuFylq3+bhmP8wRrnZJD00FL4JuI7ARtuKr3t5BB+9dFwXPU/2/AkhxFlCVVWWrlsKwG/P+611P5BWo+XiIeYlWRvyNvTa/E4Hdyp9Wlgzf7207HNn6U4AJsVMcvtay5LQheMXdtrKwVXO9v311SqyqlGlKruKsvfKqMquQjV63mi+M50te1VP/d+z3zxrlx0trSslfWU6WfuynN77+Ef5APhzhFFzzP9mjQYjI364Ax9O0sxg9vAc+7ifXWSyjXc5znReaF7mdD4Ai9csxtBqsFYnbWptwmhynIXzROWaSlSjFn9KKL5gil0D8aELze+liXgqtx5weA9P9/111eOvPKucvel7bQI/MGfx9qbvpTyr3OXXal/spcqNNg/t56JrvBwTtoGegQii/xfi1lyEcIUEf0IIcQZrX3b/8ZzH+a74OwJ9A7nv4vtsxs1InAHAhvwzN/hrNbWy9/hewM1ln73Y6w9gR6k58+dJ8NfTLP3+OgZ/liqyzniziqyzAK88q5xvE7eya8Yu9i3ax64Zu/g2catXPkx72si+fSDmLPCqyDbPt9GnnqAQ88e2PX/PQWcaTCuhduObiWQ/DzOieGqnr1tYU4j+b3oOV5kbwP91/V9JXJ7YaSDq0ns69fdR+KT5vpFsIvpXV9iNizo/CGjFSCAF7/7o8F6WfX8FJ92r+NnZsk/VqJKbkeu4gOqpY7mLc13+RUH7Yi+GePeCP+tcUE79aU+Dorg3FyFcIZ1DhBDiDJW1L8tuzxfAnOFz7DIwM4aag7+cghxajC34an1P2zxPlwMnDtBsbCbYL9it8u+WzF9vLPtUVdWa+ZsYM/G0v35HlszfztKdNLQ0WKtDajVaFoxdwLKty+yu8Wa/PvPSvUM0F7X1YNTp/Ri0MJrCZy0BQ9uH6uaiJvZe8yNj/zvOraV9XenOflBLIJZTkOOw4E1LnjkorIvQWY/VHyohl9ud3FGDiok/rvkjW0ZvwaRxvm2nvME2EO64JNRdjpZSFjGPcf72Hzc1vhpMfnVoDOE0bHYc3Hna6L2zZZ/VOdV2GT8bKjQXNlOdU82AlK6XmrZv8O4z2nHPRmcsc3G6y9DNuQjhCsn8CSHEGchZ2X2AD/d/aPfb/QnRExgYMJA6Qx0/lPxwuqZ5WlmWfE6InoBGcf3//Vn2/PVGwZdjtccobyhHq2gZN2jcaX/9jhLCEhgcMphWUyvbj223Hq9uqubdPe8CEKqzzUZ5q19feVY5e6/50X7pXlGTw8DPTAOo5P52d5fZFHeWjPbEclZH31/GeiNqQxAALeNjrMf9lFiaGYT9+zNT0BBdE834o+PdmoMrmUhnnC2lVAkm7ybHSylNUeZ/h9q8Wof39CT4MxgN1p97jn7JYygx2B1zeB8Xx7U1eC8m9Dz3Mn89PRchXOFW8Gc0Gtm0aRPV1dVemo4QQojucqXsfscPdxpFwyVDLgHO3H1/nlT6hLYP9qV1pajq6V1+ZVnyOTpyNAG+vV/yXVGUtn1/hW1LP5d+vZTSulKSIpIoWVLi9X59qtEcwJ2aVYezGhwvo2s731yhpTq70un9y7PK2TrEdsno1iHOl4xalr06663oCkcBZN3uOkDBjwpCLmsL/vWTk1y6Z2RdpNvzaJ+JdPka61JK+38fCgqoqsPli7qJEeb/1msdXuvJss+CkwWoqAT4BFh7dLbnE+naojdXxqkmlaZTbR78OEbsVPcayvvF+nU9yI1xQrjCreBPq9Uya9YsqqqqvDUfIYTo99rvs8vOz+7RIgqu6Gr/kbMPd5Z9f+vz13t1fr3Fk0qfgPUDZIuphYrGih6fV2esxV5ie3+/n0XHoi9bC7fy6g+vAvCPn/+DQL/AHi0y40h1diXNFVqcB3hda1q/x+FxS0bRUGybwTIUm5eMOgoAtRoty+csB+wb2Xels/2QJ7PLAHPZ/4Qr2rJ4/vGuVYGsCK7wOCB1J9PdtpTS2Wsp1uWL7cVcmQhAqxpDwxH7ZdWeFHyxLvkcMNRhC7KCPXvQcRxwthzWhI4yCvY4/v5or/lYM6YmFYVWyvBnaJJ7QVp4cji6CGPnc4kwEp4c7tZ9heiM28s+x40bx5EjR7wxFyGE6Pe2Vm9lxMsjmLFiBouyFjFjxYweKaLgDlc/tHUcZ9n3t6VgC82tneyJ6ac8qfQJoPPRMTBgIHD69/31pWIvFpaiL9n52by16y0WZS0C4JcTf8kliZecljk4C9zcUVZgH8irRpW9N3eWUVTZe4vjJaOW3opxoXE2x+ND47lr6l0op/6vva72Q5Z9fgwAI+UkjGtbThueHI5Or8Nx1RIAFV28jvv/fL/dfKICXdvr6M5SVkNxk0fj9JeZ/13Vk0j+hzvtxluWfRbVFGFSXWs51lWlz8a8EkbwEo4DVROgMIKXaczr+udo+zYPRbphBAW5NEUrBRPxzZa5dHx/5rnEN7+M4jQ4FMJ9bgd/jz32GH/+859ZvXo1JSUl1NTU2PwRQoiz1Yf7P+Tp/Kcpri22OW4ponC6AkBPy+6PjRpLVGAUja2NbCve5o2p9Zrj9ccprStFQfFo71xvNXrvS8VeLCxL8E42n+Smj24ivzofjaKxtgs5HRwFbu7QUk9FfITdvr6KryugrrOMogZqtVSud7xkNG1MGvkZ+ay9YS1Lhixh7Q1rycvI45nLn3EYGHa1H7Jxr3k/WW0wtE9iKVqFEctHmA86mqqiMCJzBGnjzPNpvwy36M6iTpeoWjKR02Muoiozm7L/9yFVmdmohlYnzwR8Sh23auhqnP9Qf1RaUfGj+ov9duMHhwxGo2hoMbVwvP64S6/RVY+/wOGxRJFDBN/YndNRzlgeJIocAod3/XO0fbGXqoHut3kwZuegr/uIsTyIjhMO56Kv+xBjtutLcIXoitvVPufNmwfAlVdeaZNOV1UVRVEwGk/v8iYhhOgLjCYjS9YucXhORUVBYfGaxaQmpXplGVx7lv1HxTXFDvf9KSjoQ/V2y8wURSElMYUPfvqADfkbSB7S82X5e4tlv9/wgcMJ9gsGzFme6pxqDCUG/GL9CE8OR9E6/kAcGxLL3vK9p7Xdw8mmkxypMq+06SvBX9a+LBb9d5HdcZNq4taPbyVEF9Lj+/scqUiIIIByDETSWQbHnBlr/3tuFVAwEoQ2eyBbh2zFUNyumEaA6uR+tg6/tYeIy1McntNqtFwy5BLq99ZzyZBLrP/e08akkZqUSk5BDiW1JcSGxJKckOz054Gp2YSp2lzhs36o/d69qLQoxq4aa1ddk2AjY1dMsFYztfR6bG/5nOWkr0xHQbH5GWEJCF8+nMG24NUYjBGAucqk358/ZuQSP6KemW83l9LKEnRoaSYKZ38fOsoprTQR0e6oolFQQ5pRan1Qfiyzu8pX60tscCzFtcUUnCwgYlCE3ZiOOmvzADD+D8kc+7OeJqO5gE40X1DGXBQMXMiNKLRSrI1n/B+6/vnX1uahmGY32zwAHMgu4Rwgihwi2UI14zEQgR8VhLPHmvE7kF3COZe5fXshHHI787dhwwbrn/Xr11v/WL4WQoizUU5Bjl3Grz1Piih4qv3+o466WmZ2pvb767jfz9wD7tsOPeC+dVrQozfaPViyfglhCdZlp73Jk0JC3qK9NBkN5bQFeO2ZAz897+Nnl005TiyrzV9srbTb10eja69vqPUs82gJxFzZD1m/tx5ULT7U4HPRKIdjotKimJI/hXPXnwucysydv7fLNhbOlqjqQ/V8XP4sIS+fh8Fo+z1nMA5g77PBlP/lU7v7lWpiieddJ6/WtpSyVGOfTdMMNRcyCqhwvNTc3X1/XS371PppOfq7F6hnOADDeQ0falDxow5z4/nCJZlo/br+JV37zJ8myf3gr4S256FgYgC7iGY9A9hls9Sz/TghusvtzN8ll5ye9fxCCNGfuLocsLimmOz8bJd+898dlg931626jlZT23ItfaiezDmZTrMzlw69FDAX8WhqbcLfx7XCEq4ymowuZz56Uvvgz1KSvmPM0FzczN70vYxdNdbuw3NvtHuwFnvpI/v93Ckk5KhfXXd0zNKOzG/iEOcARnypoYW2Hmg6TjCcl3mDySzkz4Qw0JpNqaWSMgbhwyW0EoJ9lsrytbMMoDmD5Z9sX0Wyp9VtPwlAMLkEX36l03GKVmHAjAGoAU0ojcEo+a4V5XOUiZwecxHbglZjzoU62vNo4tDzBiIfa0Xxa/sIqU1JpuSx7zD/eqkZlbaehDrKGc7faSQfbYp9Ni384hiqdx/H1xhCS2UtvgNDbM4nhCXwbdG3Lrd7aF/wxZlhyVPZ9/d9BJGLH9WE8hOVTKFImUbtn59gyjOuZa/bN3gPmeR+8KdNSabwMT1xFKNx8EsVEwpF6B0+NyE85VGT95ycHP7xj39w5MgRPvjgA+Li4njrrbcYOnQo06dP7+k5CiFEn+fqPrs7v7zTprGyPlTP8jnLvbJUblr8NGvg94+f/4NREaO6DLZGRYwiNjiWkroSthZutRaB6QmOms578/1DW7C5MX8jAOMixpH7i1zHdTJOfd7PXZxLZGqkzRJQ656/07jss68Ve/G0kFB3OWocbolLEnmTOP5DHedYA7waqriNvzH8rjSS332SocU5xFJCCbHk65N5ZsEJBi3b18WrWjKK7QMgcwZroOY/jLj9gx59j46UrzGvJNCRR8LsYV2OVwYqUAx+Fa4VXwH7JaEVz2djMHW2tFKDwRRB5YubifhT23UTA+vZyWTAxCT+P3tnHh9Fff//5+xsdnPfAUISEu4zHJ6gRAPeVotGtEK1+rWttkqFevT+KVZbFdsK/aJt7WFtFaxCtPZbtWoJGhBERe4zITe573PP+f3xyWyy2Ws22QSQeX4f9ktmPjPz2dnd2XnP+/1+ve7DQbTr/YjlABJOvpO0id/lel570q8eTcv6OjoZT/m/9zPx9ovc1quiL1rsHjqsHa7rq6/MH0DzByJATuBz/hZ/PzktIvhTvvId5q85P+BxQNg8dBeLnsxwTjJmQeD3aCA5uTLfSVrHHxqX4kRyCwCdvZ+9J5LWej1vOjqDJeiyz82bN3PVVVcRERHB7t27sVjExbi1tZVf/vKXIZ+gjo6OzplAzrgcYkwxAcf1D/xgeMVg1NLNeWPmcfe5d2uS3ZckyRXwhbL005fp/HC+/vzD+WSty2LRS4tcWYP1z633MKF2Q8GrJL0a3I9k8He6ib0MVkhoKPgyDhf3yAqRlPP1iHxuZC2r+BY3spZL00/w9c15rFkDJ8pkVhfk8tUNy1hdkEtxqUxWfaDAT2DEXcTOTAMzWE3zg7dpKgkcKm27ROavLcxGVEzg27WwrEgATF2DP2bZNm1Zw/7jFEWh5GEh5DKa91CodytfrGIsN7OJq1/IQ/Zy2qJnC4nMbjKo/88ej/XBGL2rWb+E8ATiwuO8jlEUheb3hWBPAp8T/aMVNCA+Xy3btQsXWk5acHYLm4cGjEyYEXyVhCzDNS/kcTObqMK9BLeSdL/nTUdnsASd+XviiSf4/e9/zze+8Q1effVV1/KLL76YJ554IqST09HR0TlT2Fa+jQ5rR9DbDacYzJYS0YetlnJqZVHWIjbs3xCy4M9fr9hwvX412Bx4TKlem+eZtdqKw+pg//OFdBVX05EpxChGqufPYrdwsP4gcPp4/A1WSGiw9BmH+xzBAelh/tbwFXbukqiuhtRUyMnBdbMsy5Cb676V6NcLLBySwW+Ippv9/BIwMkZ6hhMP/VhzSeBQUBwK9mrxIlpHB36oBBAzN5Gm7c2EOSNQHE4kOejn+zRHJ6DlG9gc3Vdm2/jvRlq3dyJhxcY2ZiTUMLn5E7ds62/WyeT5OG3mdDOKbANHGI5PSjzWB9PzF0jsBaDnRA+WcisSNqzUcO7XJvH52lQSaxzYm2UsVRbMaWaf26uo/X7h1FARNoHM2AAb+CAvD9icx8L7l3hkqf2dNx2dwRJ08Hf06FEuucRTzjkuLo6WlpZQzElHR0fnjKKxq5Hb3rgNBYVZ0bNolprdxF9SIlM8Mn79Ga5eKTX4U0VctKKO/6TyE7psXUSGRQa1/cC+PofTMaK9Yv6CzYboBi9beHIsfyf2275HplP0i0XHNmJYZaCyQbvZ9FA4WH8Qu9NOQniCK/NxqlGFhPypRPoSEhoMfcbhvjBgUKLp3tVCbm6Cn3HuROUk0fNmHRaS8V4AJfr66p96hEajgeiHDtBBNjXXP8mCNZcH+zIGRdfRLnDKGOjGPsd3INOfUZeMoem5ZqyMpm5fDaPnjQ36uPLtC5Ff/icOEvB+bhRkmuFr19K8divW482c2BgJmElnM3++9GnK/xtBYWGu12DcG5IkQTJQC5GVLR7rx8WNA7SVfQayeYC+ks9YDrEn/DyuzpTYccGFRL91gg4m07qjlVFLRwU8Vp/YSyU1g7B56E9eHixZIgd13nR0BkvQwd+YMWMoKioiKyvLbfm2bduYMCH4emcdHR2dMxE1wDnZfpLnP32eyrZKJiVO4qdpP+WGr9zAzuqdruCnqq2K2964LeA+Q9krVd5aTnFzMbIkB23ZMCFhAhmxGVS0VbC9fDtXTLxC87be+vq0KlWG6vX7EybZn7mfutg6ktuSMfjpfIjZdJwyfoWV3pvANti4to71V6+n4AcbWLTG0+4glLjEXlLnudkqnWpUISFvvZv+hIQGg7XaGnhQEONUZq/IoejhpVQ770f08fX/HPTr6/v+68gmmQ9/+QU0geUj3w9wQk377nZAiL0Ycs7RtE30NFE+2cMY6j4pGVTwl3OZkV9Em7ikw1vPo/jbjhnzknfY60wAl9COk1JDNN/beLHXbGsgIufE0f1eF1E9EorNjhTWd3uqPvyo6ajB6vD/XgdS+gT3fr/9UxciSZB8/QJi31pLB5Np+6gpYPCnOBSa/yv2Y8BKz9ihBX/gPUutozMcBF0T8O1vf5uVK1fyySefIEkSJ0+e5JVXXuGhhx7iu9/97nDMUUdHR+e0on8v2dfzv872iu0AfGvut4iQIzzk3AfKqftiVNQotpZuZeP+jWwt3TokyfyCElGyeX7a+cSag6tH6t/399c9f9U8H199fU3d3g2xBxKqXjF/QaTT4GT91es9Mle9axE3uA5aOA8r7oqfyW3JPPbaYxh//w8c1uG1M/ii+tSLvQw0QFcc4nypRub9jcNLVpaEXLTHNErb82mt41Rkk0zzg7czg9VerCA8+/qMV2YBILXE4bQ7B+5uWGgtFPOK4TgZ12Zr2iZ8vOg5sxNH667SQR1XlmHWS9fzLp4l7GE0Y6ALiSiszvgBayVk53UYn/W0gdDC6CvEd99KOpVbjrmtS4lKwSSbUFA42X7S734ClX0qToXmLWrwtxvToosBmLskEyeiWqP5Pf+l3apNTP2r4mFAA5eQfORcnzYxOjqnG0Fn/n70ox/hdDq57LLL6Orq4pJLLsFsNvPQQw/xve99bzjmqKOjo3Pa4KuXDODHW37MD7J+wLVc67Y8UK8UQHRYNHe+eSeV7aFRwtxS2tvvlxVcv5+KKl6z4cAGNhzYEHA+WjzgfBHqXrFAQWThjEIeveVRfv76D0GJci1XJemP831sxDFQ6t6AASdOHF3L2be+kHkP5IZkvt7YU7sHOHViL/X59Ry//7ibAbopzcTk304mJS/Fq3F4qIlx7MdM4PLMGAdAcHOZvyaPnUDmr1cR6eyzgug0NHPiwWfd+vpmPpHLgVe3YSeWoj8XMeUe7557oaTpQxH89dDCpFnaHt4YY4xg6AFnOHYvhulaycsD+amL4Uf7MNDFNpo5RhpbEq5mQ/O7OInAu0WGdxsILcTNiwagk/GEr30ezEtddY8GyUBGbAbFzcUBRV8ClX127OnA3mRHphOZMibfIh6uJKdIfB4Zg7kLOo87cfQ4kMM9ay592cQYumWfNjE6OqcbQWf+JEnipz/9KU1NTRw4cICdO3dSX1/P448/Phzz09HR0Tlt0BLg/Lnqzx4Zsv6m65LHTZOgw9bhFvjB4JUwFUUZtNgLiAD3+U+f91jubz6BPOACEcpeMTXY9nWuJQVK0wqJV/YDMIZ3mMMq5rMcI63YiMe7x5sIAHGMprNwcCbfWnAqzlPq8VefX8/Bmw54GKBbq3o4eNOBEctwHCusZhLr8WfkPonnOFY4uHLh+WvyGNNdQtmzayle8S3Knl1LavcJD0GX+ImJSEbRb3byub2DOlYwKE4FywlxDWmOMxFM1a8SZQPAUNk6pDlkW0sBCKeStBeXc2dBLrt/sgs7ifj6bvS3gQiWyNKtAHSTxvh3/wiLFqFkZUG+uNa4RF/8BH+KogTM/KmlmvHs4XPDecw+z+Ra1zRjFmE0gdNAx27PzKc/ASL1jBStKnJlyHV0TleCDv7uuusu2tvbMZlMzJgxgwsuuIDo6Gg6Ozu56667hmOOOjo6OqcFWkyuG2wNbKvwvPlRe6UGloCmx6QTYYzwuT+AVe+uCqoEtKipiMq2SkyyiYsyLgq8QT8CKXP6mo/Wfr2B/X8SEi/nvRzSksH+wfZARLkn/OZd6GIyAKn8HwnsRUHBqkEFEsAUo23cYChuKqbD2kG4MZypyVOH7TjeUBwKB+/Y1/uXN5NvhYN37huRG9xqUkmhkAw2eszFTD0zeZQUCqlm8OXCsklm7qpcLvrfZcxdlevTwsE+WXxHpSP+BGhCQ09JD9hkJKx0TEwPaltDipi/qTm4PsiBNG2rA8BuaOOOOyVyc6F8e/A2EJrIzyfsWzdhpBUw0IUQeFEqq1BuWgr5+a6+P3/X38buRpficlZ8ltcxff1+X1CRcTFhYX3rIi+/iDiEwm7rds/gOaAAkQ+bGB2d042gg7+XXnqJ7u5uj+Xd3d387W9/C8mkdHR0dE5HNJtc+/CC89Yr9dcb/kq33fOaqtJfCVMratbvooyLiAjzHlj6QkuA620+Wvv1Xlv6GgV3FPBy3suMjR6LgkKbRbu3llbUYDvMEOa2PD02nc1f20xabn5voOcgmhMAVMvpFC3V1r4w8XZtfViDQc36ZY/KxmgIujtjSDRtaYIOGX/ZHdplMW6YkXNzqCCdboRwSTIFTOdxV5Y2iW2Uk4GcG5pyYX+MumeO+IdtNB1Vvr+voaD9CyH2EkUJYecH9zkzTxLlk2bL0LLoPUdFENUT0dfj2N/ewR9axwHgcNB190pAIQqRtetEZO0MvY+buu5exbgYEQT7uzapJZ+p0amEGz0995wWJ62FIqhL4HMcFy10Wz/5lnlEIvwKW9/37C0cLgEiHZ2RRnPw19bWRmtrK4qi0N7eTltbm+u/5uZm3n77bUaNCiyNq6Ojo3OmotnkOtr3uIFiMHWddZr2GYwS5lD6/TQHuAPGqaWWvpCQyIjNIDcrl9ysXL6e/XV+tPBHAKz7ZB1OJfRCGgvHLcTmFGVwv//K792ESaZcJyyLIqng0zFXsufZAsZ0lXDxq0sg2oEoK/TEiZO22FYSF2tTMB0MX9ScOrGX4r/vD+m4oZCTK/Nkwm9pRGSvM9ngMg5Xs9BPJK0lJ3f49fCnrTiHMGpRCGP/T3cM67E6PhMPQ2I4Tsrlc4LaNu68ZAAMSjT2btug5+Dsrey1ju57eCTfvhCZRnx9N8CJTCPy7Qt9rPfEsbWQyMZKDEAkpQDUcSnNzEHBgAGFyMYK0mp6AChv8233EKjks3VHK85uJyYaCaeMsXkL3NZPm2OmxiA+Vy07OlAU9+y2KdWEFrSO09E5VWgO/uLj40lMTESSJKZMmUJCQoLrv+TkZO666y7uu+++4Zyrjo6OziklYC8ZEslhySzM0H7zozmg1DjOqThdSp+D6fcb7Hxkg8zaq9Z6HevLA+7OuXcSa47lSMMR3it+L+i5BkLNgM4ZPYd7zruH3Kxc1/E7vhCZjWiKcN6y3FXyJ8kSM1+ajSpg0R8FJxISH9z5XyR5+OwX1MzfSIi9KA4Feb9M/av1NG9tpqdVWy+jMEofXmQZrl0+HwUTkZQSTZFrXSXp3Mwmrn4hb0S80CTZgCOuBYDut0uH9VhNBeKBUBhlTL4qOAutUTmjAbAwhupdg/OkVBQFpbtXCGlKn3hJzmVGCqJNePtuqD2YBdEmci7Tnq0+ulU8RKonh3ouA6CJi9nLWnaykXpEVlc6JvapJfM3IcH7OVNLPuPZzQGyOf/yOLf1BgOczMhAwoajw0hPaY/b+viceMzpZrw2/QGgYM4wE58T73OOOjqnA5qDv4KCAv773/+iKAqbNm1iy5Ytrv+2bdtGeXk5P/3pT4dzrjo6OjqnlEC9ZADfTPtmUMIlWgLKjNgMzUqYB+sOUt9VT2RYJOenna95HqGYT3x4vGtMf9Jj09l0yyaPvr4YcwzfmvctANbuXBv0XAPx3xP/BeCy8Zd5rGv7XGRXojlO6tXu2ZWUvBRmbp6FKc29dEwZA4/e8igfTv8w5HPtjyvzlzq8mb/6/Ho+m/QZ0f8vmmPfOMbeRXtx/jtQL6MTM7VE5Qxfz2N/0g8L1crRfMBL3MEyNpBLAZekl/D1zXnkhdZdwi9hvYGVqT4cZZhaHhVFofOACDoaTRJRMcF150ROjgSgh1Tqd5UMag62BhuKIjJ+kTmZruWqDcTbdAij937INPM2Hcx66fqggvFqUqknh4M8hp1ot3UWkjnIY9STg0ERva/FzcXsb9/vtQc6kMdff3+/w4kXEx/vOcZ50XzXQ4a2He7l6JIskbXE10MPEQxPurVhWB8M6eiEAs1XlUsvvZTc3FxKSkpYsmQJl156qeu/BQsWMHZs8GaiOjo6OmcaedPzWHHBCo/l6bHpvJr3KgviF3jZyjeBlEAVlKCUMNVsV864HExy8OVHWpRJfc1n/afrAbjn3Hs0e8CtuGAFBsnAf4r/w6H6Q0HP1x//LRHBn7cMaOuOFgBMlDPusske61PyUlhQtgBD702u4RoHCZ8lUDijkJoO/z5gg8XhdJB/ON+1/xnJM1zrfHnuDRZVsr6/lYOYBIjMhoKv7E6i4R/MXjH8fXaWKgstBS0AjOIDwh79KV/dsIzVBbkUl8ojGvgBTHv8IsCJnbEczx9cYOUPxaFQv6kepcsAOGhODd4ywDzOjChONtOxy3eJpD+69orPvJkaxixyt7XIy4P5m6/n9rFL+CvwAc38FfhG2hLmb74+6PdEzlnIEVb2/uVdYGiP8X5+Fv4oAJ22Tv5f8f9j0nOTPFSH/QV/9lY77Z+KXsoEdtM513t1RmreAuI4AEDr1gGqtg4H7X/5L+LK6F5Sa6aeGawm6i/3gWN4PUB1dIZK0J3kmZniKVBXVxfl5eVYre4/HLNnzw7NzHR0dE4pDqeDwvJCqturSY1JJWdcTsik+M90ZEmch7xpeSydsdR1fpwOJ2+feDvo/aniJCvfXelR1jQhfgI3TLtB874KSgdf8hloPgbJwCt5r3gN5Mpaynjr6FsA3H/h/UxPma7pWOMTxnPDtBvIP5zPbz/5Lb+/7veDnnd/SppLKGkpwWgwcknmJW7rbC027DXiBq0+0sQYHwqPkixhMLbjtCdg72pmbNwssU1nPXanPaRiLPmH8z3O98zfzWTd1evIOZxD0coiN6VBc7qZSesmkZKXguJQaClswVptxZRqIj4n3m/2wZ9kfe8IjLRhwIqVvl5+Mw1M5DlOPLjSpypmKKndWAsKxLGPI+HjWf7o5KBsD0JNwtxRGOVq7I40KtbsZMpN3jNMg6E+v37AeyxjrL2B+vz6oHzjDGEGCOsGWxTOI4Oz5Kj7jwgaw6gh61zPDG9eHixZYqSwMJfqarg8Ff4sLPmCJltuZ79fhV0DYfZkxh5Ppn58lWvpyfaTLH1tqVtFgcvjb0DPn+JQqPzfSnCCiTrMNJJw3cVejzbv6tGcQGT3mt5378e2/LuQ2m5RRTCdJwij1eUPGc9+JJzQKPoY5ctygzkNOjojStC/XPX19fzP//wP77zzjtf1Dv2Jh47OGY+3G9GhGI5/2VDL8q6fej3Lspe5ljsdgxctyZuex5KpS1wBd7gxnDvevIMTLSd4ac9L/M+8/wm4D4fTwdZevywtwZ+/oKH/fCpaK3jwvQep76qnqdu7yuPznz6PU3Fy2fjLNAd+KqsuXEX+4Xxe2vMS10y6hi5b15AfOKgZ0AvSLiDGHOO2rmOP6PczU0PLOP9WCkq4HTrAebKTlKgUZEnGoTio7aj1sO0YLPmH81n62lIPe42qtirWrV5HwusJSIp71GOpsnBw6UEyHsqgbmOdz8DQGwEl6zFgJ5406ZeEK1EUsxIjraRLD3PioWc9fPCGi9qXRcnnKD5g7+LbmHcaVNM5xzmhBIx7W0K2T5/G4T1hgzMOj3FAE8jVnl51Wmje2QBEYDV0YvJRPCDLkJs7qN27Ya/TpoyZ1OEeICooSEisencV102+jm0V2zjRLFR7x8WOc40bGFRbGcU2XmOyybsKcnQ0VMTFE9UKPWUSjk4HcpS4Bu1b14aDWCIpI4XCXtMYT45urWaGZ6W5js5pQ9BWD6tWraKlpYVPPvmEiIgI3n33XV566SUmT57MW2+9NRxz1NHRGUHUG9GBGajBGo5/2VAUZdgMuPsrgd44/UYevVSUOv34vz/WZIfwRc0XtFpaiTPHBZxbfX49OzJ3sHfRXg4vP8zeRXvZkbnDzcBbnc/tc27nkUsfAWDN9jXYHO4lT922bv70xZ8A+N4F2qwS+rNw3ELGx4+nx9HDDf+4geX5y1n00iKy1mUN+vOmlnx66/dTxV5iOI4yx7+aohIjIg6p2YpBMjA6WvR9har005+vouSUuO/d+7xn6HorMyueqfAI5NTA0JcZu1Yp+uiXXqI473IkbNiJI+HgwREL/DoOdNC5txMJGwlsY8bqW0bkuIFIuV2UCBsto+hoGrrnX+AsbPDG4YZetUlz++AexltPCCuLnujhj7a1KmM2Rnv22qm2M+nPpnPZ3y7DoYjXe+lfLyX/cL4rqB74/bCTSOP3Dvn8frTPnYuZOlAk2j4V111Hj4OOXbEAZLDRZ+AHDMl3UkdnJAg6+NuyZQu/+c1vOO+88zAYDGRmZnLbbbexZs0annzyyeGYo46OzggxWIPvs4nSllJaLa2EGcKCznAFy/cu/B6TEydT21nL4x8+ztbSrWzcv5GtpVu9vgdqtqu/qqU36vPrOXjTAaxV7jdF1qoeDt50wOtN0TfnfZNRUaMoay1jw/4Nbus27N9AU3cTWfFZXDfluqBf5xtH3nD16/RnsA8cFEVxnQt/wV80RSTm+g/+pGQzAHKnyOqOiR4D+PZyDBZ/vorZZdmMahvls/fSJwqgKBStKsJpdXr0Cho0ioiYxpiY/6e7iOY4AOUbSoObxxCoe0WU3CWyiy8SLibr/OD734aDKT84DwkrNpLYs/rjIe9vOIzDI6aKIMVkHVxZsrNRfD6sqdEBRg4dl4Kmj4+4Eye1sbXsz/RtLVLf5X69qmqv4pZXb2Hfvfu8BtXq98lXUB171QJie83e27a1AFDz1xqkDjDSwCj+62Ou0oj5TuroDIWgg7/Ozk6Xn19CQgL19eJLl52dze7du0M7Ox0dnRFlsAbfpxq13NFbYORv3WBQSz5njZo1KEGVYDDJJp696lkAfrXjVyx6aZHXrJj6Gl/Z9woggj9fKA6Fg3fs6/3Lu8DCwTv3edwURYRF8MD8BwB4ctuTrvOoKAr/u+t/Abj3vHuDLtNUHzh4nesgHzgcrD9IbWctEcYI5qfP91jfsrMFgGiOkfVV/33qYelCPVG2itelejgG47voD3/7GVjqFhwSlgoLO9IHZHfH7eDQNw/2jvGVvRCKnuX79xOeEIHdKH7nG/45OAGRYFGcCrUbVJXP9+leevuIHFcLcpQRKVIEpvaXdvDx9zayZ+1WHNZBZtmGwTg88aLRvf+Kp7uxK6j5KA4FxSKCPmnG6ACjh44kS0xaN6n3jwFzkURp53NXP4fToL2kXkEhuywbudbPtchPUD3jllmYex94NL97EqfdScUaYZthkfchY/f45jh7Jz9SvpM6OkMh6OBv6tSpHD16FIA5c+bwhz/8gaqqKn7/+9+TmqqnunV0zmQGa/B9Ksk/nE/WuiyvgZG/dYNluEo+fdFj7/G6XM2K/eD9H7he4746EdQ9te0pn6+xaUsTdMj4fNSOAdplMW4A3z3/u8SHx3O08ahr/9vKt7G3di8Rxgi+ec43g359Wh84bKvYpnmfqsVDTmYOZqPZbZ2j24GlWJzTdtlC9NhYv/uKnBIPgMEhbB9cwV+IMn/+fBW9lboFi63evUTXetKKUgcSarbJu6LnJJ6ju0S8xp6xYWLN8cGbhmtBVTQtXV2KpdyCgU5MHODc1dcP63GDJrEFgJi2eCau/xOZ319FTcR4dv4g+OuKMVlbdk7rOICkC8VDg25SOflxaVDzEd52RgxYiM4JnaCNP1LyUpi5aSbmNPfvqjFZ5rd3/pZtM7R/91USOxI1jfMWVGdOkKkyis98664eilYW0VPSgzEOLnE8A0ADyW7bjLTvpI7OUAg6+Fu5ciXV1eIH4dFHH+Wdd95h3Lhx/Pa3v+WXv/xlyCeoo6MzcgRj8B3qjNpg8NefeNNrN3HTazeFvHdRzfyNhAG3w+lg1X9WeV2n9P7fMx8/4/Ea6zrrfL7G4r/7Lp8KNC7WHMv9F9wPwC8Kf0FBSQEPv/8wAMtmLSMxQtsNV380P3AIItjy1+/Xub8TnBJhNFM3KtNj/UDi54lyQ4UYHI6+ss9Q9fz581Xcn7mfutg6nB4B2lBRMNLBDFZjpsFtjZl6ZvIoKRQSOVFcD4yX9p6nnhjsbfahHdmHZUV9fj07s3ayd9Feyh4v6x1tYHfKChLGehfnOBXs/EE+mZUfAdDODA7z/9jLWsqcv2LCM+uCDgDL9+8X/WU+3+O+LKxWIiaK82UhhcYgvf46vxAPHCKoJPXSKQFGh46UvBTml85nyh/EMY20EvNDO7f/QGR9gy191vrgxFvPoSRBy+jzAQXFJnPy+ZMAONu6aeF8XuIbzEqqIZeCU+o7qaMzWDQHfyUl4gJy2223ceeddwJw7rnnUlZWxqeffkpFRQVf+9rXhmWSOjo6I0Mgg2+AyLBIqturQ55RCxYt/YneGGrv4hfVI2PADYGzYr7w9xqt7dpuinyNu//C+zHLZvbW7mXx3xbzSdUnAPz7+L8H9f5rfuAQrW2c3WnnwzJhwh6o388yzX+/H8Coi8Vx7cRRd6zdNd9QZf76+yoORJGcPHf1+t7vo2ehWZ8fX7BI2EgijFbms4w5rGI6jzOHVcxnOUlso0rOIPte0buU8Y3zCeckYKDRS0ZYK/0DPLUMdWfWTop/UOxVmMNJOIb6S30Kc4w0DquDhF//nRK+y8DzbiWZQ6wm4dcvB1UC2l1SzSTWg8/32D0LqwXTGBNgB2S6P68KNNyN+g/E9UamnnGz44PadqhIskTyjSKjZieGziOVLtuZgcq6yZHJ3nbhQn1w4vv7oWDOMBOfE++xpj6/ntiqmR7LnYqZgzxGzSWrOVkrs7og95T6TuroDBbNwd/EiRMZP348d911Fy+//DKVleICERkZyTnnnENysv8voo6OzumPFoPvLlsXy/OXn3I10MEGRjD43sX6znqq2quQkJgzOnDgMFSGUl7r6zVG5ST1Zhr893tF5XjvN/uw7EMsDk+BCn/ZRn8EeuAgIZERm8HCDO+mzAP57ORntFnaSAhP8Jqdbf9CGD3HcIzIBYHfQ/P4eJehc/32qpD3/IGw1fjLkr94LE8mhZX7C5nFo0i4Z9zM1JPBq71/eSvdDIyFZBQUEtjLaLaQwF7Xg4OKB9a6vPwyFk8mgmMAlP31uPYX1g9fyouWSgsVz1T4+DhKIElBq10OF/vWF9LkVK1dvPfLNjm/xr712q8rkRNTSaGQTF702Ke3LKwWJEkCs1DsVIqCKx1u/UwYvPfI3RhDZ2OpmbDkMJAcgAH7MRH0503Po3RlKQV3FPC3JX/j8YmPU7qi1O91QzEovHrdS+pfA9aK78ekWxs8/DBV9dVejd8B2xlQgIXFNRhQyM2FZcuE5YVe6qlzJqE5+NuyZQt33HEHJ06c4Nvf/jaZmZlMnjyZe+65h1dffZXa2trhnKeOzlnPSJVZqk9aU6Lc1fUyYjP4ac5Pff/YjrAaaChuvoPdh9rvNylxkod33HCgNSvmj4GvcfaKHGIk72p14iZJItHwD2av8FSsGw5xFi0PHNZevVazkIza77do/CKv27R9JoK/aIpI+8rcgPuTZAMGxDZte+pc70moyj5VYs2i9zArPosNeRsouKOAjQsrOf9wOgnsdJ3fiax3Zegm8AIzeNSjdDOMFk3HLLr5e9QY3DMq1XI6ux7e5GbpIBkkuqJE0Na1ozno16bFzsD3xsGrXQ4XnYWNWBiFv35ZC6PpLNQecGXfm8NJOR0noqc0gU/9ZmE1kyBOtrEuOMEXa5l4n7tjT000I0kSilnMQarss7dRbWdunXkr2THZmIwmn9cN9e+biz5hGj/HW1A9g9VE/eU+GOBN3ae+6vthlK3q9Pg86ugMFs3PdXJzc8ntdfTs6enh448/ZuvWrWzdupWXXnoJm83GtGnTOHjwoP8d6ejoBM1Im67nTc+jx97D1/O/ztSkqfz+ut+TMy6HwvJCflH4C5/b9c82+VOcDAWhCIyC3cdI9vtBX1asqq3KbymrPwa+RoNsoHHUzVArYaDHddMJIGFnOk9w4sGVrqxPf4JRgw3m/VcfOAz8jJtkExtv2kje9DxsNm1iI/76/Zx2J537VOPrasbMz9K0T0nuAkciluNNpEfPFVt3VKMoisiyhICtpVsBuG7ydSzLFtklRwZ8J2kdv2r8MWDCSBvpbEaiT10whUKS+Jg2ZmElCRONxHCQT3kFC8l4f8brxEw94fNHk/jicf5+/x/JMicQMyWd7HtzSPPy3lumJ8JnQL0JxaF4ZEz8EdhUPjDBqF0OF6aYJLR0PJpitKu0yiaZ8gfWYXxGZLlG8z6jETYl6ntc8cBar++J3/2mh+OoAXNncNcNpUUInVjT4oLaLpRIsUAPGBu7/Y7zdd1Ij03nN2O/xdLVj9LVq9opYWEaazDRSDz7kXBCIzi2FiJfluva1lrlXWBrIFrH6eicjgQt+AIQHh7O4sWL+dnPfsZjjz3G/fffT3R0NEeOHAn1/HR0znpOlen6ieYTACzIWODyjTud1EC19Cf6Qi0lzBkX3NN0NfgbKaVPLVkxX/h6jSd/fxKl1oiBTi7kNuawikmsBUDBQPH9q3waeQ/n+9+/tOt31/4Og2TA6rAyJUm76ES3rZuPK4T3mrfgr+tIF9hAppOa2FFIBm3nVDGLwNNZ2eESfLE6rDT3BJ8F84Ua/PUPmmUZrnkhj1/zGwBiOOr6FAh1wc38fclmauVUt9LNVmL79ZH5V/OUTTKxXx3H/HVfY+6qXK9BP0DMV2ch0wmKic4DnX5fy0BRF2vV0AO3YNQuh4uJt2eHdJzKOT+4jg7E5zyBz13LvWVhtRI1KwGAMLs5wMg+7B12FHsUAIbZp0693TBKiLCYugKXL/e/bqgZ85KVJcw4MBmAHoRdRQTVru+H1O87cXSr+7XKWHNU0xy1jtPROR0JKvizWq189NFHPPbYYyxatIj4+Hi+853v0NzczPr1612iMDo6OqHhVJquFzUVATApYZJrWTBqoMONGhh5Ozf9AyVfJUHBlBKquGweRkDsRcWX4EFGbAYPX/QwUu//9af/azQoBteNeF1+HcU/KQZgIn+kDYmjjz5J0UUziaACkJm02Hdv3XC//2pp13fO/w43TrsRgD9+/kfN22+v2I7FYSEtJs1r0Ngn9lJM23j//n5uiPthpMYewo3hJISLG+tQPeRo6Gpgf51Qc7wk8xK3dXl5cNHl4jsYwzGe5mE3dcFvvJnH6K5S9jxbwMcrNrDn2QJK17xGCoXM9FISOtg+sklfv4BYDgFQlX/S5zhvoi7HVw6uT1AQvNrlcJG4OBGiHfhT5iTGIcYFQct/WwCJKIrZHXeB630c01UyqMAPIGWheEjhIJmW0hZN23QfF5m2MJqJvWjioI4bCsInCJ9Bk01bwK9eN5ZlL+t7UIn4bFsQ5yEc761J6jiVmqZqTeqrNU2nj92Rjk6waH6UtnjxYj755BPGjx/PpZdeyj333MOGDRt0bz8dnWFkuMrstOAK/hL7gr9AZYgSEumx6UFn1AZL3vQ8rp9yPf869i+35emx6ay9ei2AR0nQmOgxrL92fdDlsp3WTo42iKe9I1X2qZI3PY8lU5dQWF5IdXs1qTGp5IzLQTbIzE+f77Xsae3Va8k5nMPOK3d6lNwZqWUs/+Ldy9dwzepr6FmZy4nER+gmg9I/l5CyJGXgFICRff+/fc632Xx4M3/b9zeeuvwpjH5+rhxOB4XlhS6z+UXjF3ktx+wL/o7Tc452wR4pyQj1IHeIhyxjosfQ3NNMTUcNM0d5qgIGy0dlwjpg1qhZHr22AIk1rXQBMRwh5YnXWH1xKjk5fSITsklm7qpc13iH1cHJH6czxrGNZLbTQrarJDSe/Sgorj4yrTYScROSUAzV4IS6NyqY+phncK2Kugz8aNgbAxVLimyk2NDgsXwSz3G85Lua5jmcSLLEzJdmc/CmA4i59Z+r6Jed+ddsURIbhDtH03+EgmoCn1Oy/G6u+N8bhzzX+HPjAeghleqPS4jPCvzAqnN3n81DYo5n5nykiJ2TQNdb1UhEY+uwEBatPXupIufmUPFEOrbezJ95QPDnRKKSdORc92tVjSGV2TzCQR7D8z3u+zzuM/ycoX/zdXRODZozf4WFhSQlJbF48WIuu+wyrrjiCj3w0/lSczr42GnNLFS1VYV8rsXNIkPUP/gLtTjHUFEUxZWNe3zR425lP3nT89xKgibETwDg11f+elB9kvtq96GgMCZ6jKv0byTx9nQbfJc95RzO8aquCAp2RlHEtVzwF3FDHZ4QQXuU6GHp+Mi3WIW/938oGVVvXDHxCjLjMmnpaWHz4c0+x+UfznfZjrx19C0A/n3Mu+2EqvQZzXGSL9Me/BnHRgIgW8RrDLXdg6vkMzPXY52j20HXISHaYaWJ//lJakB1QbWPDNCk5qmVzlGiH8x+3LOMM7Coi2pL4b0MNYNXQ5alHE5S8lKYuXkWprTwAWvszHh9Fil53h+c+EJRFBr/XQdADHvIfuCKkMwzYrzw+rMRT/Mn2qqy6reIjK5EPRkzY0Myj8GQdI7InFoYRf1e31lmf+Tkyvw8aZ2r7LN/5k/tpXwiaS05ue7fATk3hx5KfHpgzmA13ZR6BI06OmcSmoO/lpYWXnjhBSIjI3n66acZO3Ys2dnZrFixgk2bNlFff3r48OjohIL+N5SnyscOtJfPff8/3w/pXDusHS41w4mJ7uU/vsoQDZKBv9/49yEJ0AQbcH9S9QkVbRVEm6J5cMGDHoER9AVNV068Eujr2wsWV8nnCPX7BcPAwNCgGPzciIsMS4X5eyT2M8/uvmCcWNsagbXBd4+Wr/c/PTadTbdsCpkAkUEy8M153wTgj7u9l3766odt6Wnx6IdVFIX2XqXPSIrJ/MoszXOJmChuhA29/VOhtnvw1u+n0rGnA5wQRhNViePQqi8zf00eux7eRI0cWM1TK84F4wAHUk8Elmr3hwqBRV0kQCKMVrelaoA3kRc0eQ6eDqTkpbCgbAFzCuaQ8bPRvUsNlJ0MXvW862gXtjonElaKYxMZMyk6JHM0xhnBIB7oWPdo+5y27xXvTbfRdkqtC8KzRGBtIZmmfYOz81H7Zb9gkdhnv+BP9Mtu4uoX8jxepxo0JlPIBSx3+zxewNdJptBr0KijcyahOfiLiori6quv5qmnnuKTTz6hoaGBNWvWEBkZyZo1a0hPT2fWLO0/pjo6pyunSmDFG1pFTeq73B++DHWuxU0i65ccmUx8eLzHejffpRv+RlpMGk7FybHGY4M6Hgwu4H794OsAfHXqV4kIi/A5DuDcsecC8Hn1537H+WKkxV6GQuAbcQMGi8lNrnzMnZcShRD5aXzPv5G3r2xjqJVn75p3FwbJwEdlH3G00V1gIdh+2J6SHpwd4ia7wWTCFB+peR6xc1Qf22iczr7gLxR2D/76/QBXwBrDUTqnBPfZm7/Gsx9wKH1ko/IuIAqRRWrZ5h7EaVXjnMhzXgK8wt68YOiylMONJEsk5CYw8fHpyCbRL9v81CdB76f5fSEaFMd+2i+5OrSTjOi9Bmjs+bNXivLc7riw0M4jSMIzRPBnI5H2A4ML/kD0y6Ymit8FiSaW8Ypbv6w3U3Y1aLyZTZzEXUipirE+g0YdnTOJQal9gggGExMTSUxMJCEhAaPRyOHDh0M5Nx2dEedUCqx4o3+ZXTAMda7e+v28zS03K5fb59zu6q/79Y5fB8yGeMvuDSbgdipOXj8kgr+bZ9wc8DWdmyqCv93Vu1GU4G0TRtrmYShovRHvP27KsnOJRFj1lP6xKOC2vspQQ0labBpfmfwVAF7c86LbumD6YaGv3y+KEhrGBqfGmDJfZHccxFFfaXGV/Yai7DNQv1//4M88P/gHD2o/4EX/u8yvmqcWJubNIRrxO1+xsdxtnSnVpGkfJhq9BHgSH57/cEizlCNJxFUiMxxZHYulK7jrbcNbIiOVyGdk3nddaCeWJG7xwhoD22woioKzXWS2reMSQjuPIDEmGkESgaj1SEOA0b5x2p0YWsR+qongupeXs7ogl+JS2Wvgp5KXB1/fnMfCtFJyKWAZGwIGjTo6ZxKagz+n08muXbtYs2YN11xzDfHx8Vx00UU8//zzjBkzhueee44TJ04M51x1dIadYG8oRwK1zC4yzD1TkRLpv7dkKHNVg7+JCdoU326afhMXpl1Ip62Txz58zOc4b9m9zLWZ3P2vu4MOuHdV7XKVfF418aqAc5w5aiYm2URLT4vLxkIrNoeN/bUiOzOSSp+DRfONeL9xhjCZ1l5j6J5d7cMyr8Hw7XO+DcDf9v0Nm7PP6y9Y2wm13y+G49hnau/3A4icNQpwomCkfsfJkPb8FZQUAN77/QDadgmj61iOMvYrp/azZ4w00Rku+g87trtnh2MujMFII76b/pyE0UC35N5TqgZ4ubvWhDRLOZLM/uNiDHRiJ4VPvrdd83ZOq5OWD0UGtdXYwtSrskI6L1OW+M0wdweuFbbWWMFpAhzIc9NDOo9gkSQJxdQbsJa3DHo/1pNWcEpI2GiKSODrXydgv6xKXh6cKJNZXZDLVzcs0xQ06uicKWhW+4yPj6ezs5MxY8awaNEinn32WXJzc5k48dTJAevohJrTyceuP3nT81i/az0FpQV897zvcsvMW6hqq+K2N24LuO1g5qol89cfSZJ45opnuOSvl/Cn3X9i1fxVTEue5jZGze4NDPKq2qv87tuXoulrB18DtJV8gjAMnz16Np+d/IzPqz/36GX0x9HGo1gcFmJMMUxImKB5u1NF/EUxmAyNWJ0J+DL5Nhmaib8oxm2pI3civOFE6orActKCeWzwKnuh5prJ1zA2Ziwn20/yeu3rdB/sJiM+g1FRozRtrwZqfUqfRVgWLg5qDgazEZkOHMTS8lktqReErudva9lWwHu/n73dTvdR1ei6inG5p/6z1zUpAQ6AUm/E0e1AjhB30gf+sI0UtlHNElTlyz6EqMsUfkv50y9SHybTVVxN5MRUN1P5gaqlZwqm0TEYEipwNk/D9o8S+LNn+a432na2gc1AGM3UzJ5LdvCWpX6JmZtE40ctGJ2RKE7Fr69l11ER1IdTQ8SFp4GOZawC9YGN3v3RUyZ6Hs3UUZecFfT2siyCRR2dLxuaM3/PPPMMhw8fpqqqipdffplvfvObeuCn86XjdPKxG0hZaxkAy2aJMruBghu+GMxci5qDC/4AcjJzWDJ1CQ7FwY8++JFbaafVbvVZTquV/jfaTsXJpkObAG0lnyrnpZ4HwOcng+v7+6JalHzOGTMHgxT4sjnQ5FpxDP51DwZn4TYmO9fRJ5/vthaQmOxch7Nwm9uacd9eRDTCk632rdNDxMtoMHJR+kUAvFb7Gt/45zdY9NIibs+/HaPB9/NL1eR+YdpCmrc2u3rUoihi3PXBZf4AJIMIHi1HG11ln0Pt+avvrOdA3QHAe79fxxcdoIib18rYLAzGQXdqhAzTZdmYaERSDK6SVIDOfbXUIewBZDrctumv2mkprwtZGerpROJ3hfWFsXMsjUc6AowWNL0jShoT2E38N64P+ZxGLxbXfiujqNvvX4ym83ORkY2kgrGXaL/uDxeyavTeGYRnxgDU4C+cWqxjs0IxLR2dLwWaf0nuuecepkzx9PXR0fkyEUhgRb2hHCkfOxWH00F5q+ixyYrPAoZ3rsFm/lSevOxJJCT+efSfbqWdac+m+S2n1UL/IDbYkk+VwYq+BCP2Ytxh5LNJn7mZXO/I3EF9/sgFU0e3VrtMviXcy2X734gf3eqeuRp31XRMkhDtKfvzUIy5fRNsYJx/ON+r1UN1ZzV2p3f/OPU78Zz8HJ9O+JS9i/bibBPn4QCPYTsyCEELk+iPdFS0uT6LrZZWum2Dz0wE7Pf7VC1VPULL+NOj3DjzlvnEIgLWhg/6lXDuGY2DaKI5ysXkeYi6pCDKz08Xy4ZQM231JZgpRSGMPd/+SNM2JzeKa2IYR5hz94Uhn1P0dJHZ72EMNTv9l7o3fCgeZCg0kTY1NIqjQ8E8PgqAMNvgHw5YykTpaDi1GCZkhWJaOjpfCk79Y0QdndOI083HTqWqvQq7006YIYyxMWOB4fNc67Z1uwK1YIO/ww2HvWb3GroG37QPeASxwZZ8qgxW9EWrzUPjG41EPh2JtcpdYMFa1cPBmw6MWABYjbjBjmcvSm91/2R+7XEjro5TkQwS7aN7vdz294R8XvX59ezM2ukWGO/M2unzvPgTYFKJD48nPca9Ryk9Np1/JvyTmFUxHqqndhI5ePOhoN8LJbI3A1HfTZw5jnCjUCQcSt+fP38/6C/2cgz5vNMj+EtdkIVRKgWg5g1Rst34TiO2LwCcTOHXGLC7ibpIOHEinXaWDaHEEGbEMbETAHlHV8Dri63Jhr1MjDmZloQpIvS/KeGZ4YATJxG07yz3O7bzoMhWdoY5MJwGd4Yx2cLrz6BE4bR6f8gTiL6yz1qiZmaFamo6Omc8p8FXXEfn9EIVWEmKTPJYt3j84pDL2WuhtKUUgHFx49yCueHwXFPFUOLMcSRFeJ4DX6g36sPB05c/7Xrdgy35hD7Rl+aeZkpatBkfK4rSl/nzI/aiOBSOfPNgb9g98MGBAVA4eOe+ESkBlXNzqCCdZkR5YySlpPF/bjfi5WR4NSo2XD0NCTuSJYLuksFntQZSn1/v1XTeUmXh4NKDXoOxQAJMIDz9/nrDX91sJ06sOEHyM8l+fA6haFVRUO+FlCCCaLnNhiRJIbF78NfvB9D2WV/mb9RVp0fwhyTR2nsubIdsVL9YzZH/OQJAIm8Ty3EvhcbinJ+Olg2hJPPJi5GwgiOZI4+VEPZRGK0ftnr9nDVvaQYkIinFcNNlwzIfg9kAsvgO2w74L/u014iHG12JA83rTw3JFwp7FSspNBwY3Hesp6SvjzHxnKxQTU1H54xHD/50dLyQNz2PRy55BIBzxpzD+mvWA/Bh2YeuQGwkUY+plnz2R/VceyxXqGxOT54+JM+1/iWfklZHabTdqPtCQiIpIskjgyNL4kZxZ+VO17JPKvuM3a+eFJwvlir6AvDZyc80bVPWWkZLTwthhjBmpMzwOa5pSxN0yHgGfioGaJdpfL9x2PsBVaPi1t7gL569rnXqjbgvo+JJKxYTg7iZr3xtcFmtgaWdTquz13Tey2tVAEXxGoxpFVSp66xzs51o397u3+dQAUuFxc3nMBDGMeKm2NibEB0dJewfXj/4usuyJBgC9fvZmm30FIkbdxOljP+K78/eSNOTfg6gIDlkjt51FFutDXAyii9okJKoMYx1G3+mWDYMlYyb5xJmEBm2pl9WE/mbSA5cccBr2XfFX0sBiGM3sx64cvgmFS0Ucg2VvhV8nVYnSlevt16W9gd+w0nkeFHRYSGFxr2D+13pLhKZWIVW0uecHq9LR+d04JQGfx999BHXX389Y8eORZIk3nzzTbf1+fn5XHnllSQlJSFJEnv27PHYR3FxMTfeeCMpKSnExsZyyy23UFvr/wlXVlYWkiR5/Hffffe5xuTm5nqs/853vhOKl61zhqAGQYvHL+a+C+7j8gmXY3faeWrbUyM+F3/BH4gSULX3rd3aPqSy1MH2+w1W+VAtUX3h+hcoXeVuHP6vZf8C4Le7fssHxR+wtXQrj3/0OADXTbnOVXoXDGrpp1bRF7XkU80a+qL47/s17e/gTQc0lz0OFtWoeA9LAIhnj2tdJel+jYpTzh2HwVAKwMmXioM+trfSzh1pO3qDMV+BseQ1GBusANNgfA4DET5e9E8Z7CbyD+ezt1YE1Gs/WcuilxaRtS7Lqx+lLwL2+30ubtbDqaIiMpOwyFNrvK1Sn1+Psm+alzUSR/gZpXdtYlR3+Rlp2TBU6vPrsTo9hfD6l30rDoXmgmba3xcCRM1RNhIy44ZtTtIokaU1tfj+rPeU9AAGZLowzs0atrkEgzlDKA3biKdtv39FaG8oioKlSgS+DZgYPSbEUqo6OmcwpzT46+zsZM6cOTz33HM+1y9cuJCnn37a5/orr7wSSZLYsmUL27dvx2q1cv311+N0+laI+vTTT6murnb99/777wNw883uJWTf/va33catWbNmkK9U50zkaONRAKYkCaEjNRP4ly/+QkVrxYjORS1R9BX8Aa7Sz+r26iGZ0A82+NN6oz7Qn7B/iepA4/BrJl/Dd84VD12ufuVqFr20iHeK3gHg/eL3g7rZVnEFfxpFX1Slz0D9ftb2Rr/rVZQu9+yWv7LHoXB9ro1kSdz4xbGXb/MHzUbFHZnCH8x53B5Ub6Sv0k5bg83HFu70VLj3GQ5W1GgwPoeBiJklepC6jREsfW0p3Xb3ktiqtiqWvrZU82cyYL+fS+zlKI0Zp0fJp+JQRAYX8Azkxd+298wYZMOXUtHTH4pD4eAd+3ys7S37/vo+dmTuYO/ivWAVwXy348Zh7QU2TxIPLUwW38q4XUdEhiyCSuIvmDxscwkGY7wRJHHdsBysC3p7W50NxSYBTpoi406LPkYdndOFU/p1uOaaa3jiiSe48cYbva6//fbbeeSRR7j88su9rt++fTulpaX89a9/JTs7m+zsbF566SU+++wztmzZ4vO4KSkpjBkzxvXf//3f/zFx4kQuvfRSt3GRkZFu42JjYwf/YnXOONTgb2ryVEBYGeRm5WJz2kY8+6dm/sbHj/c5Zkz0GAySAYfioK4z+B9LlcHYPID2G/XK71e6ZfcClaguzFwIgENxD2ibupuCutlWURU/tYi+OJwO3j8hHg5FhUX5Daojz08C/AkTqMeSPBf7KHscCq2FrUgKRFLGMWMmizfcrdmoOCIvGwkrkj2C7mPa+v5cgcEQXkLlJ0fd/h6sqFHMRfF0GhwIWwtvOOk0OIi5KF7z3JLPF76CihLv9XOjitKseneVpocvgfr9+sRejqLMPT2Cv5bClkFlcM8GNJV998geYlBSj3FYxaDiLxAP2wxKNNu++zJ71m7FYXX/fLZ/JgS5Iqkg7ZLTw8Krv9G7Ut4a9Paq2IuJRtqSxoV0bjo6Zzpn9LMQi8WCJEmYzX1GxOHh4RgMBrZt2+Znyz6sVisvv/wyd911l0d/0yuvvEJycjKzZs3ixz/+MV1dXSGdv87pS4+9h7IW4as3NWmqa/mjlz4KwJ+++BNVbcGXogyWQGWfIPzQ1D6kQMbp/hhs5k/rjbrJaHLL7vkrUXU4hWegN4K92VaZNWqWJtGX/MP5ZK3LYkflDgDWf7reZ2mf4lQI+yQJMCKin4FBh/DW803ob5pbtop9xbGX6mmLWbZMGBZ7K/UcyNQVi4jrlfM/svq4pv7EvsBgMDgxU4tV8SwdVkWNVJVbFX+iRtsKnUxwrsefz+EE53NsK9TuIRZ9rshsm+3hRFmivI5RUKhoq6CwvNDnfhxOB28eftPV73dxxsVex/UP/hIvOz2Cv4GZ2aGO+zKhtex7pMWgGg4L6xYLY1j4+9uZ+/1F1EZmsfMHfdexpo9F4GmjldSJkSGfw6CJEd9PuT74e6/+Hn+2tKxQzkpH54zHdx3AGcD8+fOJiorihz/8Ib/85S9RFIUf/ehHOBwOqqu19R+9+eabtLS0cOedd7otX758OZmZmYwdO5Z9+/bxwx/+kKNHj5Kf7zvLYLFYsFj6bn7a2toAsNls2Gzayp503FHP20ifv8N1wrIgzhxHginBdfyLxl7EwoyFbKvYxi8/+iU3TruR6o5qUqNTWZixcFgsIOxOu6vMNC06ze+5GBszluqOasqay5iT4tvI2td5tdgtLj/BzJjMoM/79ZOu59W8V3ng/QfcAtC02DR+ffmvuX7S9UHt88OyD/2KyKg32wUnCrg081Kf4/ojITErZRa7a3bzScUnZERneIx548gb3Jp/q4fFgFra92req9ww+QbatrVhrbbSUtBC41uNgJ3x/JkqbsTKKNd2RtqxE7ivp7Okk+iLQ+Ox1by1GRD9fpVXfT+o825Oi6NHVsABba820/aq2JcpzcSE30wg6UZP8YTuCq3KoAruN8Di70k8R/mER73O8/pJ13PF3Vew7s11pE9PJz0u3fV98zbe+t+PmM6bJNHCIf6f2/HM1DOJ50ihkIr/bsV2iafYilciZRyGTmRnFIntiXSGd/ocWtFS4XVebxx5w+O7cd4fz+M3V/yGG6f1VcBY66xYyi2AkyiKyLhuxrBdA4O5xpZ/fAgIfI0r//gQybcmD3VqZxQ9rfWAZ++mNgzQDnXv1ZF4eWLI5rTrR29y7mv38Qmv0cNoargMMw2MdhxgzDNL2e74B+f/Ygmde3sAE+1hydgsViT59OiPk1KM0ABhHU6Pz2mgz2vXCVXpsxaysvV7sACcqnuts4FgP7sjwRkd/KWkpPD666/z3e9+l9/+9rcYDAaWLVvGOeecg0Fjgfef//xnrrnmGsaOdX+qfPfdd7v+nZ2dTWpqKpdddhnFxcVMnOi9LOLJJ5/kscce81j+3nvvERl5Gj1NO41xKA4OdRyi2d5MgjGBGdEzkCXZ1Zc5Unzc8jEAo+RRvPPOO27rrjBdwTa28fznz/P858+7lieFJfGttG+xIH5BSOdSZ63DoTgwSka++OgL9kp7fY6VO8WN2Xs738NYFPjrPfC8VvVU4VSchBvC+fzDz4NS+1QxY+a3E37r+T6ekHn7xNtB7eujZm1mye9se4fOg75vxgeSbBM3ppu2byKyxP276VAc3HvoXq/ecuqyl556iaT/JCE3ut8Ip/J/pPMa4WzBRCpWkjDRSAsJlPFowHl9/Np7RFaNwtBswJngxDHDoeVe25MOiN0bi4REDAeomWTj7be1n3vjDiNRjnM8llurejj8tcN0/bAL+wL3ElepWCKWwKXxYbRgI8Ft2RSexmIooWxcK5V+5pkdkw2V0FnZyX8O/sfnOGeR6NM00YgQsmhjCusw0Ug8+5F6M7OdRYW8/XZHwDmrRMpdyM4okjqSqEjx3fdbdqCMt8vcX8eOlh08XerZv17VXsXX8r/GD7N+6Lp2GD8zEkUUkVRQbkzj4K4PNc9xsGi5xraXHWAik7GQjPfCISdm6jleVkRNEOf1y0BbYg2TUPycm8Bse/o/GK2hEX9xWB1cuPb7tDEd8YBF5gg/A8BMHRN5jqRnN1D4UiJyo+h9tdsuYVv6Nrq/1e3x/T4VKBE24onEaJU9rl+BPq/hH4Vjxkw4NVTIk4O6/p3NjPS91tmEem5PhyrCMzr4A7jyyispLi6moaEBo9FIfHw8Y8aMYcKECQG3LSsr44MPPvCbzVO58MILASgqKvIZ/P34xz/mgQcecP3d1tZGRkYGV155pd4vqAFvT8XTotO4Lfk2Hrn5EcLCRk7tbv/H+6EUzp9wPtdee63bOssRC3gRQWyyNbGmdA2v5r3q9hR/qHxY9iEcgqyELK77ynV+x7777rvs2r2LhHEJXJt7rc9xNpuN999/nyuuuMLtvL5d9DYcgSnJU/jKV74ypHlfz/VD2h4gqiyK35T9JuC4axZeoznzB3Dyi5O89857tEa2ery/H5Z9SONe3+ItOYdyeOi1h7ysUahmCUXjkrlk70qO/XkXXcXVRE5MpeNIFeY/1fm9MZSwMOqjcfBu32XZX6bNH03/18Rh5TARlHMsYhK3fFP7e6E4FD6+zVfZogEJJ1HPh3PR6hy3DMHeYx9how4LKXgvcRWBwfncRjszsZJECXfSQwYWRnFy1Te5/gbf8/T1mfX6GiKi4HVoRgSwSXzKaDz7wL/yrYVIi7R/bnZKG3AASe3e3w8JibTYNB66+SG3KgCH08F9z93ndRt1u1eaXmH1rauRDTLlu8upoIIYjlKXdo7HZzSUBHNe9xVFM+6dxzjIY4jy2f6fZVFOO4nnMF32KLOv1ZhR/ZLguNxB2UvLqFbux/u5CRwQpsRFsCBE7/W+336EyTmBg6z2WGchmUOsBgXkAZc6Q5OBqDVRTHt1WtDXnVBz6KNDNO9uxqhEcM1VVyPJBs2f10O/P0AzrYRTy/xbr+Tcq3SrB38Ecx3QCY6B51atCjyVnPHBn0pysniSv2XLFurq6vjqV78acJsXX3yRUaNGabrJVW0mUlN9KxqazWa3/kOVsLAw/csUgPzD+V7L7E52nOTpjqc5p/gcbsm+ZcTmo4qeTE+Z7vbeOZwOHvzgQa/bKChISDz0wUPcNPOmkJWAVnaIssfx8eMDfo4y4kUJY21XrabP3MDPZmlrKQCTkyafFp/ZRRMWkR6bTlVblddMnIREemw6iyYsCup8X5B+AQC7a3ZjNBrdMpz13b6FFwxOAyveXeE69sDZgEJE5wLM4WbOfbDPuHnP2q2k8YiPm2al93/NMEAJ1FrVw5GvHWbm5lmk5GkvKWvfJvrF4tlL2azFzA3ivWzc2tgrXOELUaLWXthO0hV9N1TW8jom8TsO4Vn90D8waJNiSVTU7LXEYX5GqfkbXPKLRchhgd9DTdfTyxbRlZROc6MI/uL5YsBsJHqS0om8bJG2Jkh1thEOsEJieyISkttnUv08rLt6HeFmdwuS7aXb/fbhKihUtlWys3onuVm5dO0WT4ZjOEp99vwR+S5qOa9zv5dL7Q/vZIZjNcXch6VfabOZeibyPFa5lLnfy9X0Xn6ZCAsLo/mh25nxzGqKuM+t7NtEPU7CsRODv4xp+KWjQ/Ze95yoo4gVvX957zP0uq63KrvkoRJG3zT6lJaAjr44lebfNGMlhc7SFhKmjXatC/R5tRSrHn8tjD9vNGFhp0cp6+mOfr86fKjn9nQ4v6dU8KWjo4M9e/a4AquSkhL27NlDeXmvSWpTE3v27OHQoUMAHD16lD179lBTU+Pax4svvsjOnTspLi7m5Zdf5uabb+b73/8+U6f2iXRcdtllrF+/3u3YTqeTF198kTvuuAOj0T0GLi4u5vHHH+fzzz+ntLSUt956i2984xtccsklzJ49ezhOxSnD4XSwtXQrG/dvHJRRcajmsPLdlX7L7B784MERndtAmweVQEbmWgQfgkWL2ItKWoywexisGE1xs0hpBiv2MlwMVu0xEP1FX9Tzq+LPsiK7LJtRbaN8KpqChKFRpm2b+5O97HtzsMklzGA1Zhrc1pmoQ6YTz144GKwYRMuHLYAI/qK/uljzdqBduGLguMiJqZhpxJvIipl6ZvIoKRRS8vRrwgPuvlfoiqzBTC2SxUjdK4NXqPVAljH/dh3tTAcggd2uVc7edy/yhbVBBX4AxImfzGuPnOeyVlGJD4/3KUCj1QOzur0aRVHcxF7ick8PsRcA2SRT/sA6kinkApYzh1VM53HmsIoL+DrJFFLxwNqzwtrBG/PX5HHi4ZVkGh5yOzfjpIcZywuI74Z3MahEwz+YvSLHc6eDxCSl9gbnvq9VPtcpnBaqrTFThbCShRQa9gRn9N5TqXr8hTFqtB746ej055QGf5999hnz5s1j3jzx4/bAAw8wb948HnlE+Km99dZbzJs3z5WZu/XWW5k3bx6///3vXfs4evQoN9xwA9OnT+fnP/85P/3pT/nVr37ldhy1LLQ/H3zwAeXl5dx1110e8zKZTHzwwQdceeWVTJs2jQcffJCbbrqJf/3rXyF9/acaVc1w0UuLWJ6/fFBGxaEgUEAFUNlWGdKAKhDHGoVCWn+lTwjuJi5UBBX89d6QDlbtU1X6nJhwesh9Q5/a48CbbX9qj4EwG81kj8oGPP3+csblMDZ6rLfNSOrQVjo00Dzc303zVJ7GQTR+JeLbZSElrwF7q52OL0S/VQSHmfmt4HpQtfoVDhyXfW8ORdJtAIzmXbfXOJ/lJLGNKjmDuStzhQfc+uUYHn+MdDYDUPzLMhRnCK0uknJRCMNMDeH0fR+l9HSkzZsI6HfhBeMoUdmRWRtH6cpSCu4o4NaZtwLigYKvz6Jms/rIVOo21WGtsQIOojjB+LzTJ/gDEeDsengTtXIqCexlNFtIYC818lh2PbzprDBz98f8NXmM6S7hxK9+zfvXLubEr35Nak8JdQ9/kxmsxjTg4Y+ZBmawmuYHbwtp0Jx+4dTAgwIw8Do20pjTxffNTiwte7T/ptlabDi7xfW0OTKWQbSu6+h8qTmlZZ+5ubl+fbbuvPNODxXOgTz11FM89ZR/z7XS0lKPZVdeeaXPY2dkZPDhh8PfYH8qyT+cz9LXlvpUMxzsTfVgOBUBlT8auhpo6hY32pOT3A1vNd/EaRynBdWOwJ/Hn8pQM3+DtXkYbvKm57Fk6hIKywupbq8mNSaVnHE5QyqtPTf1XD6v/pzPT37O0hlLXctlg8zcMXM5WXTSY5umaG0BmJzsOa/5a/LYySbG/WYlYx19oj1F3KBpn8V/30/SFbkBx7VuawWnMGw+GjuN88dEaNq/SlROEj1v+utP7C1RyxntttReb6ddmg8KpLOZmH6Nsc7ewLbigbWk9bvBzVx5A5U/fQS5pwP7CWh6t4mka0PTm9P8X6FQmsBuGsNGk/zX38DYsUg5OcFn/HoxZ0bT8xkYbUZkg0xuVi4TEybyj4P/oLC8kLKWMjLjMz22Uz0wfT3kkpC4ofQGTLkmDlce7l0qs5O/M/ULJwT+6o8o89fk4XhiCXueL3T1tWbfm+P23p7NyCaZ2fdfQuWkDmZfewlymNz7/YfMX68i0pnoEoPqNDRz4sFnQx40h2eEBx4UAGPyqe0MMsYZQbKCYqLngPbKAEuZUF0Po4XG5LQAo3V0zj7OaJ8/ncGhpcwyWO+0oXAqAip/HG0QJZ8ZsRlEhrkrQWo1Ms8ZF7ryncFk/lotrXRatatfgrCUUAPN0y34A1w321r8AbWgmr0PzPydaD7hMnZPjnSXq6/JOonDWIc/83AztVQcOOB17fw1eYzuKhVljys2sOfZAqq/ulzTfLVm5FR/v3j20DIvuJJPgNkrckg0bMR7iZooTfVWolb1uypwSsSxl+gBikjVcrr3rJAs03X3vaTybwBOPFke9Hx90bxFDf6+oGzW9bB8uXajQx9ETxdKjJISgfrsMCMuw2XUvmH/Bq/byQaZZ6961us6CYmcQzl876XvYa10z7TYSeTg0oPDZgA+FGSTLDK4/7uMuatyz9pSz2BQs4Jlz66leMW3KHt2LandJ4YlWxqfE9+bOfP1gF3xs05cx8r3a/UuHD4Uk/Drc5a2aN5G9fgzU4ttbNYwzEpH58xGD/7OQk5F35o/AgVUIEr8QhlQ+cNV8pnsWTYzXD1ovrA5bK73SkvwF2uOJdokfOKCLf0sby3H7rRjls0eJZZfRs5N7Qv++lcB/GzLz7A5bVw58UpqHqyh4I4CNuRtoOCOAl5r/A2z7ap5+ED6RE26S3xnqQfeNEdfmoKZwAFlVI62jFh/c/eEm4IP/mSTTPODt3stUQOJ8bzgUaLm6HFQ/QfxmtPZzGcp17oFuGO6Snze4E7+xZ3EGT5Awk7ntlZOvnBSk6m8P2xNNjp2i9LXeHYTteTyQe1nIEnnCxEPhRhaW/rmdttsUe76931/91lREmEUGdiB142M6Awe+fARJMXbZ0osK1pVNCwG4Dojz0gFzZIsMWndJJAkL5er/p8l7z2Iga5jI0a0mKuhTquPaH+D9xrkiVnDMSsdnTMaPfg7Czndyiz7B1S++PXlvx4WA3VvqGIvA/v9VNQetLEx7n1hQ+lB80VlWyVOxYlZNjM6enTgDRh86aer3y9xIgbpy39pmDVqFmGGMJq6myhrLQNgd/VuNh7YCMBTlz3lkW2MmZhGCoWk4dkX21/UJHKi9iy1/0wbBCMGYW+z075biIWEUcTMO87TPI/+eBOuSGAXAKVj7+LCp92tTOo21mFrsGGiliS2I3//fs03uFJ0FPVLvkYMBwE4ds8xDi8/zN5Fe9mRtXNQWa+WD1tAgUhKMdPExG8HHwR7I+Zc8Z13EEPN/hbX8pum34RZNnO44TB7avZ43XbtJ2sBWDV/ldsDhd3zdiPX+rm2nSbiGzpnHil5KczcNBNzmrsKuRQvMZNHmcmjHgJUg72ODRdSiig9DWvX7jvYU6oGf7VEzsgajmnp6JzRfPnv8HQ8ON3KLKEvoJIl95sgWZL5QeYPQuqbFwhfSp/9yZueR9mqMqLDRJbtL1/9CyUrS0LeJ6mWYWbGZ2oOyNSgNNjM38B+P8Wh0Ly1echZmNMVs9FM9mgh+vLZyc8A+NEHPwJgefZy5qV6Cm1k35vDSTkd9cl5Mh96iJpUGtKZ+Z2LNc/Df6YNwEnjHd/QlCFo3S76/cKp4njSDCJiBy8p3b9ErWjp9UzmVxjoRjkZRt3Gvv4bRVGoXCey0+m8QVnYJOb94IqgjpV4zR204amk3FNp4cBNwZc99u/3K46bR9hY7TYZ/jCOjUFClGY2fdL3/YoLj+OrU4W90Mv7XvbY7kDdAT448QEGycD9F97v9kDBXqvtpvZUi2/onJmk5KUwv3Q+cwrmMH3DdOYUzOHikwuxySUksY35LPMpzpR978hU2/jDlCl+Y41W7Q9/e0qEVUo4tSSflzUc09LROaPRg7+zkFPRt6aFJVOXuOb0zBXPEBkWiUNxEG2MHtF5+FL6HIhskMlKyAJEr91wZCbVfj8tYi8qLsXPQWb+JiVMoj6/np1ZO9m7aK8rC7NzkFmY05l5Y0SA9/e9f+dX23/F+yfeJ8wQxhOLnvA6XlXt7EAEyEnscKkdqv2yBV9dEXQply+J+ES2AzLhxZl+xbFU+vr99tJxwdCzXWqJ2sWvr+LAtKvJ5BUAin9QjKNT9AS3FrbSubcTCQup/JuKJSuQZO0/LYpD4eCPG7x2H4m9KOy7O7iyx5b/tgDC36/1vNCUfAJIkoQsCRuPrv3u3wW19HPDgQ0e/dLrdorKhhun3ehRvm1KNWk6ttZxOjoDkWSJhNwERi8bTUJuAsYII+UPiM+kguKm2qpex04Xy47oGfEAyM5I0HANBOg+JqofFFpIn6Obu+voDEQP/s5CRrpvTSsn209iV+wYDUa+P//7fGP2NwB4v/H9EZuDw+lwBUHeev4G4sqyDVJdMxDBiL2ouMo+B5n5m7d3HgeXHsRSaXFbb6mynLbiE4Mh/3A+mw8Lm4G3jr3Fwx88DMCVE69kfILvYPvCp2+kRZ4JQAxFruXVcjo7HvgHsXdOG9R8BopBHP/hI4zlLxjooe2jVmr+XuMzE6tmaetfFxm5OPYxetllvg41KMb97iek8TrhVGOtslL2VBnNW5spfkiIu4zmP/QA89beEdR+m7a2IDda/D6MkhstNH/U5nX9QCwnLXQd6QKcxLOHlGWhC/4AMIreI1tJs9viqyddTWJEIjUdNWwp2eJa3tDVwMv7RTZw1fxVHruLz4nHkWT2KsAF4ubckWQmPic+NPPX0aHPsqNGdu/v9inOdIpIWiDaHewk0lbWHGC0oKe8NzuPkZRRus+Djs5A9ODvLEUts0yMSHRbnhiROKI2D/1RSxzHxY1DNsh8+9xvA7CjdQcNXd7K4UJPaUspVocVs2wmIzYj4Hg10DrZ7mkLEKr5wMgFfwangbRn07w/YVUARflSiE+oVictPS0e694+/rZfr8ue0h4kRxgSNo7GZbmJmlzw1A1Dmld/MYgLnsrj2E33ksnfATj6P0e9ZmL7Z2l7SkTAXszdpJi9exUOljG509g94UYmIHxWy58oZ++ivbR/Kp6yN7KQzzN/SkxabFD73b+lR9O4A1ssgQfRp/IZzXGcWEm/dWFQ8wlIeG+ZZk2H22KTbOJrM78G4Ar2AF74/AV67D2cm3ouF2d4lgM7kdhuaegNfQd+r4RJxnZLg8suQ0cnVHhTH/YnznQqiJ8VA0APo2jYG/g3zdHlwNHe6/EXFa17/OnoeEEP/s5i8qbn8fiix92W3THnjlMS+AGUNIvgb0LCBADOST2HeWPmYVfsbDjgXUI91Kgln5OTJmvKfA420NLKoIK/QZR9OpwOipuLyS7LRqqR8G04Lp2W4hPB9Cf6szpR8Wd10rFH3PRHUULbgiuGVbXvwr9/j3YjgOKhBWOpsnDwpoMcvMkzS2sngSO3Hgp5lnbM//4MXxLxNuKhbH7Qx3SUH9U0zllxRNO4li0tgOj3O5G6ECkq0v8GQSKJe1HkJs9gVC39zD+cT6e1E6vDynOfPgeIrJ/k5U60cKuD/+m4l/H8joHfOzP1zGA1d3bcR+HWkbHe0Tm7ON0tO1SjdwfRNH/uW6VcpadcPEyS6aQ98dQL1ujonI7owd9ZjpqxijML/6pdJ3edsrl4MzP/5txvAvDnPX/W1PM0VAIpfQ5ksOIqWul/TrQGOIMJSKvaq7A6rIzqHKVpvLVKW7ZmJAi2P3GoVicdX4jgL5piYi6eM/QX4AeDKYymqG95X6m4/scLw2MRkHHVTA7LD/tYawAp+GOOGVetyepidEZg9WFFUfqJvXyB9ZIQl3wChmTReyd3ec53QfoCJiRMoMPawZPbnuSB/zzAyfaTjI4azS0zb/G6P8fWQjKoxND7+mM45Ca+MYqPGEcFjq0jY72jo3M6YYwxgiR+b7r31wYcrxq8h1ODLT1rOKemo3PGogd/ZzlqgKAq1X128jOsjlOjKnei+QTgHvx9bcbXMBuEhPqOyh3DPgfV4N2f0md/1CzbcJR9Wh1WV/Yu8cNEzQGOOqfq9mqf2auBqP1+5sQAA3sx1mjL1gw39fn1QfcnDtXqpHVXKyDKCjOunxvchIOkpbAFZ6v/TKxPhsEioKWwBcUR4/u4gzjmtMWpTEL1TvRuKj+J55i2eEzAffWc6MFSbkHCRhz7GXdX6IM/c4bIJIZZPX8+JUly+Uf+ovAXrqxft72b/zv2f173l4r4nLUwF4AUCl3iG1K/86GO09E56+g1enecaAk4tL/Ng+7xp6PjHT34O8tRMyCLshaREJ5Aj72HfbX7TslcXFmufmIbceFxXBwv+mT+uPuPwz6HY019Sp9aMm2D9dTTQkVrBQoKi48upur2Ks0BzpjoMRgkAw7FQV1nHVpQg7/2UQ0BsjAKJhqpaTr1N6KKQ6FoZZH35FfvsqJVRdg6bHy6YiuFV73Bpyu2MipMW3bTl9VJW2/wZ6eBUbMDByRDoadi6BnWUFoEaN1XMMeUc3OISiphBqs9PMcAJvEbopJKkS4J3LunZv1iOUSnHE7CZedonodWoqaInkaDM9xjXf7hfDYd2uSxvN3SztLXlnrtJZ2am4qCgVZEFjmePV6POzVXL2HTOTtRosTvkaE2sNG7avBuppaomVnDOS0dnTMWPfg7y1EzfxlxGcxPnw/Azsqdp2Quas/fQFuDK5OuBOC1g6/R2tM6rHNQM3+TPp2kKdOmln3WdtZid2o3odVCaUspBqeBFe+sCBjg9A9MjQYjo6OEQprW0k81+Es0jA+YhQEnNdZTfyPaUtjiERC70ZuF2hnzDp3PgeO9BDqfA9P0Fq47eO2grE6sDVaczeJc1yfEDbuYQOUnQ8+wGpONIZhJcPsK6piyTOQL60ihkAtY7rK6iOI4IGFlNJEvrAXZdy+S+qCm+kXxUCKeLyifuNjvNoMl4dzk3n9F097et9xfL6m6zFsvqZybQ0PcAuzEINNJNMfc1juR6ErKQM499Z5rOjqnAilZ+JUaNRi995zo8/hLOjdrOKelo3PGogd/ZzlqxiotJu2UBn8Wu8VVOjlQZn9q5FSmJ0+ny9bFYx8+xsb9G9laulVzSaNWOqwdVLVXkXMoB9s9Nk2ZtlFRo5AlGafipLYjcD9CMJS0lJBdlk1CS4LvQT7K7IIVfVGDv/RJl9CDyMIYcZfWN9GAkRaspCB/nISt0z2jZu8ObfAbCK3ZJQcxA/5O4IHXH2LhoYVBW52oYi8RVNI5afpgph0UViVQP5x38RWB6JUr378/ZPMp379fU39e0MfMy0PavAlDeqrLcywLoZhZEbkM51du8Llp/57P9p0iGjvJEuyTbwxuDhqJO1c8+LATR/XxLtfyQfeSyjI9N/xE7Jv9rt4/EIGfBAGDXx2dLzNh40SptbEn8C1r9zH1d0v3+NPR8YUe/J3FdFg7aLWITFp6bPopDf7KWstQUIgKiyIlMsVtnSRJnD/2fACe3fksy/OXs+ilRWSty/IryR8sxxuPY3AauP8/92u2OpANsqs8MNSiL6UtpSR1aPvxGhgIBWtBoQZ/V14whZ8nrSOZQjLYCAgBCiE+cSuz+RESVvi4kR3R77tl1HZG/pPtN/xL68sbMtqzSwPTcwYkFP5f/v2kR6W7rUmPTfdrddIn9lJE2HnDK/YCEDXZXz+c08e/1b9Fr1x3SehKdLtLqgPMZwjHzMtDKi2FggJ45RWcMdWYqEfpkqnf5F28x1fPp404Wt5OHxZPStOkZMABGGja2fedH0ovaUuTsJWJ5wu35VJ6OtLmTZB3+kjv6+iMNFEzxANQgzOwcm93qbgWNCOTnKL7POjoeEMP/s5i1KxQjCmGGHMMF6RdAEBxc7HmXrFQ4Sr5TBjvIYe+o2UHf9/3d49tqtqqfPbRDIajjUfJLssmuTWZYKwO1NLPUIu+lLaU0hjdqGmsKdXk9ncwip+KovQztp/ENS/kcTObaGYiICTzE9hLJWm8zRzG8DYATiLc9mMnAds/o0csAAychfKHgTB7Mq+XvEjBHQVsyNtAwR0FlKws8Wt10r5bZJaiKWLUlXMHNe9gyL43B5vsvR/OTD0zeZSZPOpzXQqFRE4MXYlu5MRUUigcvmPKMuTmwvLl2O5/gLG8BUDJbzwzan57Pnt/2obDk1IyGpB7s+Lte/uy/b56RAcycJziUGj5qAUQ/X5Hs66CDRugoACptEQP/HTOehIvFG0MDhLoqW/3Oc5pc2JvEf9ujozSPf50dHwQumYQnTMOtUQpPVZkP+LD45mRMoND9Yf4pPITrp96/YjNxZvSJ4g+mj9V/clnH42ExKp3V7Fk6hJNvnz+ONZ4THumrZ/VwXCJvpS2lLI/cz92UwNGayLen9U4MRmaib/IvbTRVfYZIPhzOB388/A/6bZ3IyGRHpvO5Dxgcx4Hb4khzQEdWMilgNL0HJ76pULDN96kr/+vPwbAifJPK/ZuO8aI4b28dJdUM5nfcZDHvMzHiZZnW9aiNnKztJcHtuwQgiImyhh7lTY7kKEgm2TKH1jHBc8sJYnttDELK0mYaCS2t0RQAZLZTgvZrnXx7EdBoUrOIPve0PWKZd+bw8mH0hnj2Dbsx0z/wXJaf/kEZco36NndTsdud1N1rT2fLYUtJOT6KZ0eBAa5C4cjAVtRk2tZzrgc0mPTqWqr8nq9Ur9fA3tJ279ox9HqALqJoYjSpT+DZctCOl8dnTOZpHMSOAFYSKF+j+/fNEulBRQJAxbakrUJe+nonI3omb+zGDUwUAMFgPlpp6b005vHH8C2im002nxnvwJ5sgXD0cajmjNt/a0OhsvovaSlBKfBSWT0bxGBjbcMhsRk5zrsWz5kz9qtfPy9jexZu5XUiN5SVD8B6Y6WHUx6bhI3v34zIM7llPVTyD+cT14epJtFRq06MpHVBbkUl8pM/GQbNvxlRg3YSeKLh7cN+nVrRc1CZfEXj/mE0aJpH+GTtQcFji4HtnIbAA0RRsKGObhVmb8mj10Pb6JW7uuHS2AvNXIaH57/MCChoLitU4OPigfWhtS0WQ1GgeE/ZmwsdZdcQwofAnDyefdyyeFQHtWMWexTOdmXhZANMuuuFucmmF7Slq0tACSyBwknk+5eHPr56uicwYRnqEbvUTR/6rvCRrV5MFOre/zp6PhBD/7OYvqLvai4+v6qTlHwN0DspbpjaJ5swXC04Sj7M/fjNAYWtOhvdTAcZZ/9BXAm94gyOwPeZP8VjLTRfu0tzP3+Ii5av5y5319ExLIfAL4D0jeOvMHTpU97rHeV0u7NR+kSpaTO8Qnk5oqKvJ7jzZrmr3XcUMi+N4eTcjpWRACXwC6XOfYCvoYpgDCJkUbmPRPYPkClc38nKBJhNNGSPmHoLyAI5q/JY3RXKXueLeDjFRvY82wBY7pKyN21hl0Pb6JGTnMbXy2ns+vhTcxfE/qSQTUYHYljZjxxD2m8CUDdxnqktr6gamCpsy+0jguKaPH/DI3u0vN50/PYdMsmtwdq4L+XtKWgBRCm9OURU4mcnOYxRkfnbEaOkkES37Wuvb5bUlSbB93jT0fHP3rZ51nMwLJP6Av+dlXtwuF0DLmUUiu+bB5SowfXRxMsiqJwrPEYToOThIj1tLY/hmfpYJ/h9D7Dz5nZu1RriWUwlLeWAxCuhJPc1YNEIVVcTwvnk8o/GUUBtVxODddxhB9xrnI3zcxxleDNbBFqi+V1pR77djgdPPD+A16Pq5bSrtm4hqd4CplOmNL3+QifnEDne4HnH0xGbbDIJpmy769D+ZVQfU3jTZLZAQiVxEms5xDe3kchTCItMQVVmqoqfUZTRPPsuSF5DcEgm2Tmrsr1WD5/TR6OJ5aw5/lCuoqriZyYSva9OaSFMON3qo4ZvvA86lLMRNcfo8M2BfMrZuqpJyIjAvN4M2DH98+YEyPNxFwY42P94DEkGaEOjJ2eisN50/NYMnUJheWFVLdXkxqTSs64HK/XUqfdSWuhEN2KZw9Hsy9nXMhnq6PzJSCsB6wROEpagFivQyxlogw8nFqiZi4aubnp6Jxh6MHfWUxVexUGp4HJxyZTW1uLKdXE9IunE2OKod3azsH6g8wePXtE5uIr87cwYyFJYUk02ZqC6qMJlpqOGtqt7RgwENN1gjRWc4wHsBPnNm4yv6KbUjfPLTXzF8qev9KWUgBGR02gkjbSqMKCMBQfRQEJ7CWGY7Qwjx7S2MlrOOkznQ5rqCPn0HoKZxTS1tFGbHTfj2VheaHfQFVBwVAugqUIqnBkT3atm/fMQnY+90/sJOCrB9FIM/OeWTL4Fx8EM266jC9+9QUyXSTwmWt5tZxOxQOrCDvWIXoQ6evllGnFsMTIxW8G19Pa/oUo8YvhOMolt4fmBYQIX4Hhl+GYpvvuJnb1ITqYgvk/Zo79p9cHzwDiJ0y1u/AM8KeyjgN/SAr5PE1jI7AchjCL9/Jn2SCTmxX4mB27O3C0O5DoIppiYm94MqTz1NH5sqBEOZGsIPkxeu850QmIsk/d409Hxzd62edZTPzWeDau3UjmdzNdRuafTtjF7dXixnak+v7aLG00dQvhhIGZP9kg8620bwHB9dEEy9FG0cM3PmE8T8f/lmQKGcsbAMTxBZGUABJOInkiaS05uX3HC9ZWQQtqMDxjbBY/T1qHgkQPQvEsghoADHSTyjuA4hb4AdhI5rHXHiPnUA4Ff/in2zotJbLpjem9x6oi6fy+EkdjhBFpiQl/JvDBZtSGQsNmoTiZxA4+HX2NW0nk/DV5XPzm9czvWkLUfWBEKDP2zHcEHfgBtO4UGZpoislcMvw2DzoCedI1nGQJHj2vTgCF0bztV3m0qzh0VhcqkZNENlF2DK2ktK/fbzcSTibclTvEmenofElJEr8pxjbffrJdR4UKr6R7/Ono+EUP/s5S6vPrueMPd5DS5u6pZ6nsYen/LiXnUM6IBX9qyWdyZDIxZs8SrQXxC3g171WPPpqEiAS/nmzBcKxRZBOmJk91WR209lodJPEJab2S86Vcz9Uv5Ln5LavzarW00mntHPJcoC/zNyFhPNe8kMf/sAkFE+DAhPAuaySZk3zVxx4MgMJ9795HecVRtzVaSmTTmsRrMlFNxgJ3L7yL37yesCUdGBnY1ydhmNA+qMBKxd5t12wcryiKy/8tmY8wrvoeF/3vMuauynUTHDFGGDl/fS7KaJG5k1wmwNpx2p10HRKG3u2GLhIy4wJsoRMKFIdC0Y/ULLW3LJtCC+dxIV9nDqtcPZ/zWU4KQgQqlFYXKvFzEntnFEVXV4DBflD7/eLZw4m4uRhH6zesOjreCMtQjd59P+jtLhE9f80YSErWfR50dHyhB39nIYpD4fjd+wDPbFr/oOGT8k9GZD79bR4Uq53mtVup/d4bNK/dimIVN/83TruR0pWlFNxRwFeniIDn6klXhyTwAyH2AjAlcQp5efD1zXlUSucAUE4EP2YZ4MDBOK62fey2bYwphqiwKCB02T81+MuKzyIvD5b+QigAhlPL7/gOuRTw88hXsTAKX8qbEgZGt42G7ni35TnjctxEfjy3k5jQLDKwnZKV+CTPH9v+GTXDFc1EGf4DgLMsAmuDf3VFxaHQvLWZ2o21NG9tdvmwbb/hX+yM/Kdm4/iOPR30lPZgoAcDx5j9vUv9HjcsWwRsppbgs8Tdx7rBJrKtdSmhDyZ0vNNn5+BbXdbCaFqZ6aY8KuHEiRRyqwuV+PNECbaDOE72KsAGi9PmpHWbyCYnsIeWcy8L2fx0dL5shE8R12+jw0zbW+U4rO79topTwdZbANASFal7/Ono+EEP/s5CWrY2YW2UvQR+AjVoCPs8jJaelmGfj1riuHjHHHZE/pO934fD6xPY+334LPZtUv4qgkO1j+b7C74PwAcnPsCpDMbg2xO17HNqsvBuu/EGhVhJyEsfSZjCxb+/hS5E+VjFDz9021aSpJCLvvQP/gAuGCf6HMKpof0ry1hdkMuPnp+haV/m0e7N8bJB5jdX/MbrWPUzMaVeZD3b/ZRvqhm1S967ke6fXUE0x8ERxrGVB31uU59fz86snexdtNdVarwzayeFF7yD7Z/R2El0G+/POL5+s8j6JbKLIxOuxBQV5vO4AGNuEq8J5yh6uoL73PSJvRTTM1Uv+Rwpeqq02TRYSHb729n7OQ611YWKeaYI/hRMNO6qGdQ+2j9vx9HhwEAHUZwg+Wbd4kFHxxs7f5BP/B9+BkAP6Vz3lz/TGDOFnT/IB8QDxfrN9eCUAAcdicl+9qajo6MHf2chPVv2axqX1JHEJ5XDn/0raS4h51AOV724HKvD/ebf6kzA+uZcGn/0tmvZRRkXEW2Kpq6zjr01e0MyB1fZZ5II/iyVFhSnEQkb8px07rkH9s2YBUBz2TiUPXvctg+10fvA4K/nhBr81bLg1kxycyEyM9z7xgOoifK8Ob1x2o38MOuHhBncA6b02HQ23bAJc5soselM0VbeuPCRRdjDRUa0YUMzXUWetXD1+fUcXHrQw5jbUmnB8an6WrxnolXj+P6o/X4pfITx5sBG7eO+MQsDPTiJ4MiLxzW9LpWOL9Tg7zjh8+cGta3O4Dlao613tGPAY/7htLoAMESGISPKiD/dWM3WreDwFP70i1rymchu7MhkLA99hlJH50xn5w/ymfDMOmq5BxD97HtZS5nyKyY8s05UjGTt5NAth3q3kImsvZ76/PpTN2kdndMcPfg7C6kt12Zk3hjdOCJ9f6WNJax4d0XvX95v/k+stbtKQE2yiUVZQsb5P8X/GdKxHU4H7xe/T1FTEQATE0R2qOuICF4iqMI8ewoAV74wCyc2ekij5rt/dttPKL3+um3dLn9DVQCn55AQxDFRy6i54ljxOfGY0814N38Xqp21sbXsy9zndX12dDY2pyhZ+921v6PgjgJKVpZwlekqQEKmE/t4bZ5jBlnC9tM7SeQTwMCR7x5wK+10Wp0UrSwCxftcxfuu3Ti+81AnXUe6kLASwR5mP3Rl4DlGmpBlEQg35h/T9LpU2j4XfYLRFDH2Gj3zN1I4mvZjDuDXaKaWkod/5OGBOFyBH0B+PiiIBwLGd7ewetFWJmQ6yM/Xvg9V7CWevZSmXIAUG3pLCh2dMxmH1UHCr//OIVZjG1AVYiVZLP9ntMcDRckaxsGlB/UAUEfHB3rwdxbSOC4Jq6kOp58bKquplv2Z+0fE7F3ebmdU2yifZahgwOpMoul/+27+r550NQDvFr076OPmH84na10WV758pctG4uIXLyb/cD5de1sAiKScxAuF1cE5FxupGi16+9p3SnC0T0jFlfkLQdmn6vEXbYomMUL84HUeETeanVgZN16UsUmyxKR1k0CSPOOm3ljquaufo7Kj0utxjnaJ+U9OnMx3zv8OuVm5yAaZ7uMiyxhBFWHTJ2qe98KfXkpXxB7ASdsHXW6lnR+nfRygdysw/Y3j1ZLPBD7n4NhcIpMjNe3DGS9uEpT9TZqPqygK7Z+pKnLVZORkad5WZ2ikGqqZxHq8q8sKO4dJPEeaqY65q3K9Cv6Emvx8eOWmfKJ6VXcXU8MbrKKwajyv3JQfMABUHApN7ze5gr849tB9kd7vp6MzkH3rC2lyLuv9y9uDYe+o9xJFq4pcPeU6Ojp96MHfWYi8OIdd0/6EhOTFO0/cUDkjX8ZpcPJJ5Sch66vzhqIoWDQ+nCvb1nfzf9XEqwDYXrGddkt70MfNP5zP0teWuozuVaraqlj62lIObP0cAIl6ss7pe+I4/WeiLLSeXJoefhK2boWNG0mrFZnCUAR//Us+pd5ytu4KkaFrkY1ERfWNTclLYeammZjTzG77MKebMf/BTOEM355+hzsPA7Bw3EK35d1FfcFf7LwJHtv5QpLAmvddvAV49obBiWL0p79xvBr8pfARziWBSz5VjDNFdiWsSfulz1JpwdmuAA5qYuIxyLqSwEgxNTeVFAqZyaN+7Rym5o6MCI/DAe/cnc/vWEcn0wE4yQ3sZS2V/IrfsY537873WQKq9rzuu3IfilVce/fzJFGT9X4/HZ2BdBY2+hU181sxooClwkJLYcvwTE5H5wxGD/7OQnJyZV6c1cWjtzyKw+gue2+iiRmsZlPY7UQYI2juaXb1ww0HdZ11VMdoE0xoju67+Z+YOJGJCROxO+0UlBYEdUyH08HKd1d6NY1XlxUfFnNqxsGEfvHPOfckYA0DG4ko/zoEixbB8uWMfXI9ACdLtfVT+mNgv5/iULA3i69qW0yUx/iUvBTml84nbJHo3wvnKPNL5jPua+MA4evncHrejR7u8B78de1vASCCSlIv0h78KQ4F5z99BXlDCZgUjDQy7xkxz+7ibjr3dgIOYtnFrB9+RfOeUr4qymglRzI2i7aHGqrYSxSltGbNCm7qOkNCzs2hKymdJLYxn2Uedg5JbKMrKQM5d2T65Qq3OnigUZShOXF/4KKWoX2/8WUKt3p+33z1vFpJpuLX6CVqOjoDMMUM3frEWq1NNEpH52xCD/7OQmQZzHMNFM4opDnpdbd1qfyO77KSa39/C+emngvA2p1r2Vq61WsAMVRONJ9gf+Z+GqP99/XINCLf7h6kqNm//xQF1/dXWF7okfHrj4LC6HqRSWiMiMDUz8fZEGYg+QLhJVTH5a7lab0xdNXJowTV+OMFVf00Ky4LAEuVBRQDEjY6R4/yuo0kS8RdLhTOjDiRcDImegwGyYBDcVDXWec23mK3cLxLiJ4MDP7a9rQAYKWD9KmewaYvmrY0QYfM4AI9J6J30btxvDM7Ctkk07y1mZL/J85PPF9wOOl84jLjNR9l/LfmuERfjm4o07RNn9hLMYZ5er/fiCLLRL6wDgnxvexv56CgIAGRL6zFzXhzGHFsKaQFf2VoCi18DceWQrc1ikPp7Xn1tlfxM6yXqOnouDPx9uwh78OUago8SEfnLEMP/s5Sekwi+Km1uHuj7TLeyNc358H0fPbU7gHgD5//gUUvLSJrXRb5h4cW2AykpKUEp8HJS/PfhN5bPHfEzX9BtImcy9yV/66a1Bv8BSn6Ut1e7Xd9VE8UyR0ikGpNHSAZ7XCQtn8NAPUspJHzqWUxCc1zMDgNnIyBzrtXBi/9p+7e6WBX1S7xb8WBw+mgp1QEm+HU4hyX6XPb5AtFYGglmc6yBowGI6OjRgOeQjRf1HyBVbGSEpnC5MTJbuu6S8ST0tYwA0ZtYosAFP9da9bTe6lxBq9ixL0XT+4V1XAeDOfj1I/Zu2gvdRtFINvBVDpnfEP7BAE5LhKjQZyLuteOBhjd25/1XlPvXDpJXKQHfyNOXh7S5k1IaWPdFkvp6UibN0He8Am7DCSpPFAZmvAdTBogqtXna2J+wAAAXRVJREFUV+gDvURNR8eDxMWJEO3A94NhBV+CZ+DEZGgk/iJdSElHZyB68HcWoiiKKxiYHiFKl2RE6mqi2QbTRT9ch7XDbTu1Hy6UAWBJs8jitF9n4m06GHghN9DDv+lg2p+v8Xi4vyhrEWGGMIqbi11qnVpIjfHfH5TRkCH+Iddjn+wueOLYWsiotgLCaMZJJPtZw2H+HzWda9m4diPzj+bQ1V2JY2uhlz37RxWgUctYf/fZ78hal8W27ULoJpwaTJN9B38J04XoiZVE6veI99eX/+D2yu0ALEhf4OorBHBanDhbe0tM44P70bS2a1ORDaPF7W8z9cxgNeHyO5zfcj1R94F8ZTORy5qYy3Li2ANOsNW7l5TaiULZNjbocjlnrAimnXsa/I5T+7PatovvxklupO2nVr0871SQl4e9qIhtjz+O/W9/g4ICpNKSEQ38AEaP01aGNnCc1tIzvURNR6cPSZaY+dJsfAs+efu3+rfEZOc6nIXb0NHRcUcP/s5CGrsbsTjEU2hTqwj+WnrFFJyd0ax8x38/3Kp3V4WsBFQtccydM54FL12N+pFs5AgAEhai7o/ixhs95xNjjuHicRcDwZV+5ozLIT023ae66LgG0SsX56ggYrZ7Vuzo1moayMFGvMd2yW3JPPbaY5SYcji61X92cSD+BGg2vbcJEMFfzCzfwZ9ptAnxoyfT+rk4vi//we0VIvi7OONit+XdJ7pRbR560t0zLYGIyknSJMt/Ibe49W5dwNdJppCKB9ZijjNz/vpccv5zIxdsyOPEnU/QTRren+4OrlzO0FvKavQT+/nsz6q26hLipwpZpjE7G+XWWyE3d8RKPfsTvlhbGdrAcVpLz/QSNR0dd1LyUpi5eRamNHdfWynGyUweDSgGFexvsY7O2YAe/J2FqAHGqKhRKD0RANSME2IqXdI4Trb69qpTUKhoq6CwPPjMljfU4G9CwgQuGycu4CYa2HD5bUi04yCea05s97m9q+8viNJP2SCz7up1XtdJSK7gL4pykua7B3/VzlSKWOFtUwwYUFDo6LiPaqd29cFAAjRjmscAYKKGlHMyfO5HkiWQOgHoOixKFVX/wf6ZP6fiZEflDgAuTh8Q/PWzeZAma7d5AJi9IodEw0b8yfKP4m/UGca49W7VyGN9GnKPu+02rKQQSkW3hK9kASDZk3DYvZxzf/1Zvcv0/qyzk/jcRMxJ/srQnJiTHMTnunuSxVwUT6fBgb8StU6Dg5iL4kM3WR2dLwkpeSksKFvAnII5TPnbFDoe78Byr0QKhaRQ6FUMKgVxj1LNyCgB6+icSejB31mImgUaFzEOpzMagOSrklGwgmImrSmwsXegvjmtqGWf4xPG0/mxCEqN1PGrF6KpkkUgI28N87m9GvwVlBZgdWgvmcqbnsemWzYRYYxwW54em85S+zUA2Ghhwuxot/VyYrbfnh8DBgz20ciJ2hvVAwnQjGkRwd+B5HbGTTb7HAeghIlMlaOsFfDuP3i04SiN3Y2YJBNzx8x1276/zUPkLO1Kn4AQZHnwdmawGpPHk9gGZrCa+oe/yejuUs2G3NY6u6ZjB1MuN+meuRjoQSGCojc8H3To/Vk6vpBkiUkv+CpDE/3Jk16YLR7E9GNboZMJzvU+9ioejExwPse2wuGz1dHROZORZImE3ARSbk3Bke3AsGghFaTjRELC6fZAUcKJE4lyRk4JWEfnTEIP/s5C1EBjqn0qYEDCSvyF6VjDxI3/+NrxAfcRqG9OC3an3WVoPj5+PE27RM+YlQ4yM6F68TwAejpm4Dxe6nUfc8bMYXTUaDqsHXxc8XFQx79x2o3EmeMAeOSSRyi4o4CSlSXElohetwYksrLct5k6RlswonUcBA6k1eCvKNZCQoLfoShRIrOg1Im+NlfPX7+yz23logdiStQUTLJ7mVl3r5l8BJUkXxhc5g9g/po8Tjy8kkzDQ25PYjMMD3Pi4ZXMX5OHbJI1G3IPR7lc2Kg4wiTxHah+5YjHer0/S8cfahmaOd29DE1BYcLfZpKSl+KxjWNrIZnswlvmTy1Rm84bg+oV1tE5G1l4qYGfJ4kKHueAh7Hq308krSUnd+TLw3V0Tnf04O8sRM0CTWhNB8TNR/LcNCyjxc3MnIrJPvvhJCQyYjPIGTf0p2kVrRU4FAdm2UxqTCqdR4VReneYE4MBLl49BYUO7MTS+PN3ve7DIBm4cuKVQPCWD+Wt5dR01mA0GPnRwh+Rm5WL5JCw1Isfi/roWA+1y/A0bUGG1nHgP5CWHTIpbeJm0imbkAK4KCjxYu6GVhF8esv8basQwd/0qOke23fsaxbHpZ5x54/W+Arcmb8mjzHdJZQ9u5biFd+i7Nm1pHaf8Jnd80fMhTEYacRfmZ2RRmIuDE6cxhkjPmu2zz179/T+LJ1ACG9NUYY2dUU7Mm1IGPhit/fxqVRTRR5gIIGdPkvUUtH7k3R0tCDLcM0LedzMJqpwr1aqJJ2b2cTVL+SditZgHZ3THj34OwtRs0CpNaIvxUAzY7NMhF0oLqBfOZAF4BEAqn+vvXotsmHoV1S13y8zPhODZMDW6/XeFStuqi9cIFEeIYRl6v/ZAYr3fhm19PP1Q6+zcf9GzZ6EaqZw3ph5RISJ8s+ekh5wGjDQTdtYz/LX+Jx4zOlmP507TtoS24jPiQ94fBV/AjQpbSnIioxVtpLmmBZwX3KqUPyUe8RX21/mb0bUDI/tO4+LcsdmCeITBm/MHkx2zx8H/rCNqazDXx/hVNZx4A9BKrpNEqIvYbWeQWVfwOn7XR5MwKnz5UItQ0tdczljDP8GwPmiZyYZYOJ5qdQgyskz2ORRoqYyNVfvT9LR0UpeHnx9cx4L00rJpYBlbCCXAi5JL+Hrm/NGWgxYR+eMQQ/+zkIq20XJW1yF6Gez0U1iImTeKAKFuI7xbJz2uCtwUEmPTWfTLZvImx6aK6qr3y9elJk62kXm0ZImSjElCTpvOgeAtp5snNt3ed2P2utX3FzM8vzlmj0JVdGTBekLXMu6joiMUCQVKFOmeGwjyRKT1k0SGbgBsZEiKUhIbLp5k0fPjz/8CdCktoibQVmuQUkLXI5rmhALgMEuzqWa+Wu1tNJp7aS6vZoTzScwSAamRk1129bR48DRa7PXEq3d3H046SquJoXCgIpuXcXBZUzirhSiPpItAecA4ZYDf9hGJq/g3XdyCAGnzpeTiAhicxxI2ElodVL3cbvHkLriCTiIJJJSEvjcY70Tia4kvT9JRydY8vLgRJnM6oJcvrphGasLcikulfXAT0fHD3rwdxaiZoGiK3uDLaMDSYKJV4gb/h5SOf/DKEpXlvKrK34FQFZcFiUrS0IW+IG70qe9zY7TIbJWzmljXGOufGQ0DjpxEE3lo//12Ef+4Xy++dY3vb7GQJ6EaubvooyLXMu6DguRmUjKiZwz2et2KXkpzNw006Psz5Bq4NFbHuXdid5LVP2RNz2P/3fp//NYPqNHZOeSrTXIE3zbPKjEZPf6iynR4HQSa44lKky8r1XtVS6Lh+xR2UTKkW7b9pT0oNo8dIw+PTIQkRPFPAIpuqnjtDLx7jku0ZfSd91LP7uKq+lCBNoG3Pv6hhJw6nx5GbXqelL4EIDPf+Iu3qQ4FKrW9/pustkjv+/szflHvrD2lNhX6Oic6ciycH9ZtuyUucDo6JxR6MHfWYgq+BJRJ4K/nihxpTSPMuGQrYCBzv+eQDbIXD7hcgC67d0hKfXsjxr8jY8f71KZDKOJyLlZrjGZWRLFvdV1rR/awdp3Mx7IIgF8exJ2WjvZU7MHgAUZ/TJ/e0TPWwTlpMz3LXiSkpfC/LL5gNi3OaecGUdmUDijkPqueix2P2qRPggzCFXTRVmL2JC3gYI7Cnhs8mOA8PiLmhk4+EteIAJnK0l0VzYiSZJb6ada8jnQ4gHcbR7s44MXexkOsu/N4aTsX9GtSs4g+97gMiYR40dhlioAqPjbYbd14aNTqUX0kWbzg5AFnDpfXqSrryLFKHqOTR/VYq3vu041/KuBnpIebEYYw/seVyspPR1p86YRN6zX0dHR0Tk70YO/s4xOayetFmEDYGrpzfwl9mWAbKOEwklYqRiTEiXERhq6GnAqoZUh72/z0L1PKH1GcJLEee5BTs2VojexxXEe9l/8CjZuhK1bKSzZ6tciwZ8n4WcnP8OhOEiLSSMjts87r3O/eN1ddDNxZrjHdv0xGA0oxt4gr7ua5Ohkl3pmTUeN3229sbNyJwBLpi5hWfYycrNysR5X1TerSZqnIfibJd5LO7HUfyYyvP1FX9Tgr3+2U6XP5qES87TgbB6GC9kkU/6Af0W3igfWDqqn0BEpzq11V53b8gR7Jk7MxHCEePaFLODU+RITHo50xTRiOIKsQNnzfVnhqnXie6jYdyJjoWnpPVBQABs2QEEBUmmJHvjp6Ojo6IwYevB3lqGqPsaYYqBbiJw40uJd68PPEwqPsjUW6utJihBlhA7FQUtPS0jn0j/z1/V5LQASDYyb4e6tNyWvCSdtOIik+efvwPLlsGgRJ++6RdNxvFkpuPr9MhYg9UpoKopC1wmhklmNiXHjAu/b2StIQ20XkiR5NVXXgqIoruCvfyay+6joH7LRScb0aK/b9scYb4TeUsWWT8U5VTN/RxuO8kXNFwBclO4l+Dsm+h0jqCLunNMj8wdCPXTXw5uokd17UKvldJ/m8FpQxovPv/FkX2bY0ePg5O9EiV46r3tsM9SAU+fLS9J3byGNNwAoX1dJ03+bKHuyjJatLTiBS/g1TiSSnnxIr1HT0dHR0Tll6MHfWYaaKZtgmoCiiJtfw9Q+Sf9xV4ksWyfjaX7vU8xGM7FmISLS0NVAqOiydbmyY+MTxtO6R8249TB2rPvYCfsKGYfoo6vkRmpZTDNzGFPWoulY3qwUXP1+/YIgW70NR7cMOKmLT9R0T6bEiq+Q3GoD+mXZ2oIL/oqaimjsbsQsm92M17vKRCDXhIFUDVWGkiQhGURGq+tIk9ucNh/ejFNxkhWfRXpsuse2XQfFexBOFakLsoKa/3Azf00eo7u0m8NrIeYycQ4M1ngUpyjGq9tQh63Ohok6UviQZinRbZuhBpw6X16kK68gxvQ5Mu3IzTb2Xb6Pkp+U9K610850mhfdBJMmndJ56ujo6Oic3RgDD9H5MqEGJdOswjZApoOo7L6bkZT50ZQDnUyg9l+7SPj6tSRHJtNmaaO+s54pSZ4KmIOhtKUUgFhzLAnhCRw9YQNMdJgkd289h4Mpz79IC4sBaOUcWhEKoOFlddzw2Xr+eW4hihdxTQmJ9Nh0D09CRVHcMn8qqtJnONV0pmu7QTOMCocqkLvFBNTM38n2k5q2V1GzfueknuMqHXVanNibxX6bIqIwaHxU4wyzIlnAVtYG9AV/hxtEb9vCcQu9bqf6LLZjZ+LE08/DTrWPCBXjvzmblnWHcBJO5YctpOfGU/Eb0QeYzmaOxp3P5JpC9vx+G13F1UROTCX73hzS9IyfjjfMZmpm34fjM88MvQGZgzzGzKvMp2BiOjo6Ojo6feiZv7MMNfM3sUP0j4VTS8KsvnK6yBmRKCjYiMe58yAAKZF9fX+hor/NgyRJ2BrFDXV7vLvFgPLRNmztUynlbgbK7ltJ5v7/e4ycwzk+LOm9exIWNRXR0NWAWTYzb8w81/Kuw302D9Jk70qfAzFliRs92S7EWryZqmvBVfLZz3aip0Kobxropi1xlOZ9OdVTWNcDwJjoMW7rvZV8Onoc2OrF+W00h3uY238ZiZmVQTjlAJS9eITm95vpOtiFTBep/JuI3z+LMdwYEr9CnS8/ikOhtvRSH2vFFaroOQnF4cs/UkdHR0dHZ/jRg7+zDDUoGVsvevlkmkmd0mdWLUfIOBPFxyKmshEUheTIZADqu+oJFW42Dx12nJZe5dGMJLdxR7bUUMSK3r8GhngGJBQeyb+P0Y5ktzURxgifnoRq1u/csediNvY9ie9v8xA1T1uGM2q6KAuUlCiw2fqUNYMM/tQ5zU+f71rWUyqCt3BqsY0NLPaioiSIyM3Q5iD/cD4r3lnhtv6xDx/jjSNvuC3rs3nooDXRPVj80iJJ2MNFdrTnP40U/+QEAGN4mwNTryfr1vn+ttbRcaOlsAVrgwHP65SKhKXCQkthywjOSkdHR0dHxx09+DvLUIOSxCrRx2ejizED7vXD5yaIfziScRSVuBQ/6ztDGPz1y/z1FIsgx0grTHZXWamtSMXCKHzfUBmQ7aP5W8mrFNxRwJOXPSmm7nSwePxir1t46/cD6NorbB7MVDJmfpam15F0jgj+LCTTU1Y7qLLPTmsn+2r3AQOCvxI1+KtBGq9tPgByqlD8rDM6WPraUuo63dUs6zrruDX/Vna07HAt67N5OElP+ukj9jKc1OfXY7XPBsBYF03n5x2AQhjVTHztyVM7OZ0zDmu1NfCgIMbp6Ojo6OgMB3rwd5ahln1GVYkAoVt2EhbmPiZ1oQgMO5jAyTd3DU/ZZ0s/m4dei4FIKomameU2zpAxTdP+wsbNIDcrlx9e/ENmpszE6rSy+dBmr2O99fsBdPZm/lpwMGmatrrHxKkiY2kliaaD1YMSfPm8+nMcioOxMWPdhFj6Mn/VREzTnvkzTYwDoCbS7NcD8c9Vf3Z5IPYFf5UYJp0eNg/DSX1+PQdvOgD2MI91pazAUhTlZSsdHd8YR2nrk9U6TkdHR0dHZzjQg7+zDDUoCe81eO+O8Oxhipkjbnw7mUDr+7tCXvbpcDpcma52Szud+1WPvyoPj79Zi7UJJGQvFq9HkiRum30bAK/sf8VjXJuljf21+wH3/jpHlwNLb4KsQookLc1jU6+Y08SNnJ1YWg9Uu8o+T7afRFG09fbsqNjhmo9qOwHQUyyC0XBqSJirPfiLmS3er9iuJJ9jFBQabA1sqxC+f30ef1VEzf5yZ/4Uh8LBO/b1/jUwoywBCgfv3Kf3ZukExX7iaccB+PJDddKOg/3Ej+CsdHR0dHR03NGDv7MIm8PmsldQDd574iM9xkVli+Cvi0xMez8LaeYv/3A+WeuyKG4uBuAnW37CX/+9AQAnzR5edgmXxNIdI3nNYIEIYhxJZhJz413LlmcvB2BrqacJ/K6qXSgoZMVnuVlAdB/vBkXCSCsNCRmalTWFr57wBuw62OAq++y0ddJmadO0j51VQuylf8knQM9RdfsW0mYlaJsQkLxA1PGmtKUM1MjxoLpDeCB2HRH2EJFUkTL/yx38NW1pgg4Zf6XEtMtinI6ORmpqnExiPeJzNTAAdAISk3iOmhpfwaGOjo6Ojs7wowd/ZxE1HTUoKIRJYdAjgj5barzHuIgJESgmCSdmkuuqSTaLwGOomb/8w/ksfW2pR0AWXy/65naObSN9gP2cJEs47+0AJI/bKREQSsx+YRKS3HcjPy5uHJdkXoKCwsb9G922cfX7ZQzo9zvSp/TZnaFN6RNEplExivJM64lWIsMiiQ+PB7SJvvQ3dx8Y/PX3+MsY5ytQ8WT0PCHgY3KYiOmO8Ts2NVoEwF1HRfBnp4XMudoDzTOR4r/vD+k4HR2AafWFTOdNZvIoZtwflJmpZyaPMp03mFZfeIpmqKOjo6Ojowd/ZxVqMDJVmgqKEXAiTRntMU6SJcJ7M3B20ogpaweGJvjicDpY+e5Krxm8tCZRKvmnSw8hGx0e6+0L7Ez/xzTC091LQOUwC7M2zyQlL8Vjm9uyRenny/tfdlvu6vdLd+/36wv+ypGmBedl6AzvnXOtKNNU+/60iL6Ut5ZT01GD0WDk3NRzXcsd3Q6Xx1+9KQpzEPZgcrgBCRHMpbQnex0jIZEclszFYy+m8b1GrNXiNdRIEcTHaz/WmYi1vTGk43R0AGaniCx6CoXMZxlzWMV0HmcOq5jPclIodBuno6Ojo6NzKtCDv7MINeM23TYdABNNREz13tyWcG5f35/pj/8HDK3ss7C80CPjB2C2mklpF8HbwYxiCsu9PxVPujGJBaXzmVMwh44EEagksMVr4AewdMZSTLKJfbX7XD1+TsXp6q/zyPwdVssey4mZpz3zB6DEiq+R1GID+ozetYi+qMHo3DFziQiLcC23lFsAkOmiNc4zQA+IQQSiSW3JSAPKG9W/f1L9E76Y8gX7r9qPWgLZzoPU54dO1fV0JConCTN1+OvNMlNLVI7vnkkdnYEY0vrKyCWcJLCX0Wwhgb1udQv9x+no6Ojo6Iw0evB3FqEGI+M7swBRihQ7I93r2ChF9OR1Mp6Zb78m/m3rpHvTRq/jA1Hd7v1pd2qzuBFqC2+jPbLd5zgQGcmE3AS4eRIAVtt4KCnxOjYhIoGvTP4K0Cf8cqThCK0WUZo5e/Rst/Fd+1oBMFLD2Au8nxOf80oRaTm5SwRQwXj9uUo+0wb0+/VT+rSkahd7UXGaRCB6z4mvuOajkh6bzhuxbzB3/VysVQNk55UoDi49+KUOAGevyCHRsBF/vVmJhn8we0XOyE9O58wlJwfS01F89JIqSJCRIcbp6Ojo6OicIvTg7yxCzbylN4lsWRj1jJ7ppSwwP5+oFx8BhN1DrAXCeisb67+5HPLzgz52f3GV/qQ3iUCrKrHK77j+zPuuyIS1M4XmVz/0OU5V/dywfwNOxenq97sg7QKMhj4rB8Wp0FUsgqA6DEyeGtzXImycKJGVbcI2YGy0dq8/X/1+3SVCfTOcGsgcRPDX61QwpSyF0pWlFNxRwIa8DRTcUcCJFSdI+bX3jKmaFSxaVfSlVbuUTTLND97ODFZj8ujNamAGq2l+8DZkk6cSro6OT2QZ1q1DkkCR3ANARZKQJGDtWjFOR0dHR0fnFKEHf2cRaiYqqVr4wNnoJi19wFNqh4Ouu1cSyQkAekjFSTjJoiWOuijounsVODx78/yRMy6H9Nh0jxJEtd/vZOJJkhhDzrjAT8XT5oZjlTsBmeq/H/M57trJ1xJnjqOirYLCskI3SwUVxaFQ91odTqsE2CmTkkgNsiorcpoQSJGUSHA6NWf+euw97K7eLeY0wHOwL/NXg3lK8MGfkigCUandgWyQyc3KZVn2MnKzcmnf3o61yurxXvRtDJYKCy2FLUEf90xh/po8Tjy8kkzDQ269WRmGhznx8Ermr8k71VPUORPJy4NNm5AGeMVI6emwaZNYr6Ojo6OjcwrRg7+zCDUYiTrZa+UgOYh2d1bAsbWQyMZKwmkhjCbAQCdZpIgWMhojIbKxAsfW4BTrZIPMuqvXeSxXg7+qxCpWZP0K2aDtqXhHhlArVY7bwYefXrgxnJtn3AzAmu3/v707j4+qvvc//pqZZCYJWckOCbLJIqIiVkFJmyoFURHFrdZS+Wm9VXGltd4uFlv7Q6TeFhe011u3eiv8FNGrt9RKRTQqVEBwYYlliQmQkJ0kZJvMfH9/HGbIZIGZkCEheT998JCc8z3nfOeTZfLhu3wW8/autwE4b/B5gFXoe/3Q9Wy/fvvhKyIYYLuJ8tdDm/KYNNEaRWsmGc+B8qA3fNlcvBm3101qTCrDEocFnGvcfWTkL+GM0JM/e6b1ObY3tC9W31zc3O5YR4Jtd7KatHg2GQ17+PoPS9h1xw/5+g9LyGzYrcRPjs/s2VBQAO+9By+/bP1/zx4lfiIi0iu0/81Q+izftM/owwXe66Paf/rz1xZz2uG/x7KbKgZSx3BS63cAUB7Tqt1FoT1/9tjZrLh2Bde8eg1eY6218iV/M3aWc+bkG4K+V/QVp8KSndS3jIavvoLRoztsl52QDcCqnav8x27/6+3Y37ETd09cuzp4Dm8UW6/eyrgVHe8i2pG08TEUYSV/VduKGTQmuA1fWk/5tLWZJtb4lVXjz0EFGWeGvuGLc0QiLR+0YPNEtT+X6QzuHkG2O5k5nA7Ouie3p7shfY3DAbm5Pd0LERGRdjTy108YY/zJSORBa1fJ+oTodu2KOTLnMQZrM5UyvskZBWdi99opG9C+XSguG3WZP/F7+tKnOevgOACG7I9kyJDg7zPxtjQADjGC8j93vO5v5faVPLj2wXbHD9QcoOGBBkwHI4ZdWfMWnW0lSR4GULml2D/ts6SuBI+38+mxnRV3B2g4XOOvCjhlWOjfpnFnWYmr1yS0GxlNzEnEOdhJ5xXgDa5sF4k5iSE/V0RERER6LyV//URFQwVNniYcHge2Rivpa8poX8zbkZtDEVmU8k0OMB2AKs7j8g+WsGzJMmx1ORSSjSO3azvW+RJQl8PFLeNuwV5pJU5lzmii2g9SdSptlJPGCGsuaukr7Xf8PFpdwdO/Pp20mrRuW/MWERcBWKUZDn1RRvqAdOw2Ox7jofRQaafXdbQGEcBzyEPL4UeXOmKIjw+qGwFSzreSczeJNBdXBZyzOWwMv843tbVtfKzEfOR3y7E5gi8sLyIiIiK9X48mfx988AEzZ85k0KBB2Gw23njjjYDzK1euZNq0aSQnJ2Oz2diyZUu7e+zatYsrr7yS1NRU4uPjufbaazlw4MBRnzt06FBsNlu7P/PmzfO3aWxsZN68eSQnJxMbG8tVV111zPv2Zr6ka7R7NNb4VjMMz2jXLifXwfOxT7GNB2khLuBcSk0KZ3z5a16IXUpObtd2rCuqKQKs6ZiNexoBGw7qOJjUvi/Hcmi41T+zB/AGbtnfWV1BgOS64Oq3hbLmzURYG7Q07z6Iw+4gfYA1VfO5zc+xtmBtuxHAfTX7KKopwm6zc86gcwLONX5t3SuCWqoSQo8LQMZZcUALYKc0r00cPB7iX7iD01iAnYaAUy7KOI0HGfDcvJA39RERERGR3q1Hk79Dhw5x5plnsnTp0k7PT5kyhUceeaTT89OmTcNms7FmzRo++ugjmpubmTlzJl5vZwWcYcOGDRQXF/v/rF69GoBrrrnG3+bee+/lrbfe4tVXX+X9999n//79zD6JF+z7NnsZ4x4DWL/ku0a0L/Bux3CBK+XweJCtzTk7BrjAlXL4b6ErPFgIQHZ8Ng07rcQjmv00DRoa8r3irh4FQJ1nLHz5ZcC5o9ULrIitCOr+oax587isRMm7/xArt6+kvN4qIfDL937Jt1/8NkMfG8rK7VaJDI/Xw7ObnwVgaOJQYiJjAu7VeqfPhtTQN3sBcETYsGOtG6zaGDj66FmbR0zlXtLII4avARjEa5zJPUzie6TxQZc29RERERGR3q1HN3yZMWMGM2bM6PT8nDlzACgoKOjw/EcffURBQQGbN28m/vDcuBdffJGkpCTWrFnD1KlTO7wuNTVwI49FixYxYsQIvvWtbwFw8OBBnn32WV5++WUuvPBCAJ5//nnGjh3L+vXrmTSp/Rqt3szj9fDu7ncBSKu21spFUUrsmG+2a1udV42joom2iZ+PHRtUWFMik3LbTxs9lqKD1sjfkIQhrZK/fdiGfSPke33j1mS2LPTSwBBKXsgj4/dHCrcfrV7gF6d8QWl8KSk1Kdg7/PcPL65kE9KaNxNnh0Owk3JufOVn7aab7qvZx9WvXM1Pzv8Jy75c5h+V3F21m6GPDeWxix9j9ljrHxesEVEr+fNmdy35AzD2evAOpH574LRP36Y+XiI4xAgAsllJNPvbtwtxUx8RERER6b1O6t0+m5qasNlsuFwu/7GoqCjsdjsffvhhp8lfa83Nzfz3f/838+fP9++4uGnTJtxud8D1Y8aMYciQIaxbt67T5K+pqYmmpib/xzU11siL2+3G7XZ36TUer9d3vM781fP9I38HCw4CUJJQSvKY5Hb9aihqaHePjjQUNRDrjj12wza+rj480hQ7iENfWWv2otmLc9TsDmPkO9bRudgMaHDWE9McS8VrX5P8yJE2kzInMThuMPtr97dLxLx2L0svfpIHX/k11pq31omuF7AxgidocV8A3uCmt5oUJ5TAZ4mNHa4z9B373ce/a3fOlxgun72cK069gsr3Kw+f8WAfmt3lrx2vswVbI7gL6wLusdeTxmnAIYZhcBJBDVG0L0ux15PGqT30dXuyOtrXqxwfxTY8FNfwUFzDQ3END8U1fNrGtjfE+KRO/iZNmsSAAQO4//77WbhwIcYY/v3f/x2Px0NxcefT/lp74403qK6uZu7cuf5jJSUlOJ1OEhMTA9qmp6dTUlLS6b0efvhhfv3rX7c7/s477xATE9PBFeG1rnodjxQETplNP2itRVtxRinRWxayvyxwxM3xtYNYjp3Uffr1p3hWhb4mbNPuTQBUf13Nvo+/xoGLaPax21PGqlWrOr3ONzW3rYoMJ8MLwRRFsuqtt6wt1g/7fvL3eaS24ynDeWPzqBu8gPh9D2CI9B93UcZIlpJakceHjz5KxfjxQb2uBmczGcQQ3ZQYVPvWfInhi4teJPnvyTgqrNdQTi4py7y8k/wOLZNbQr5vZGQzMY3QsLcmILZfRiUylixsWFOA48hvk/7a2EsWG6IiaDjK50Q619nXqxw/xTY8FNfwUFzDQ3END8U1fHyxra+v7+GenOTJX2pqKq+++iq33XYbjz/+OHa7neuvv56zzz4buz245YzPPvssM2bMYNCgQcfdn5/97GfMnz/f/3FNTQ3Z2dlMmzbNPy31RPF4PcxbOq/d8dQaa8rrgYRStjS+w+8u/mVAYXUz3bDxjxtp3t/cYSUAL16isqKY9pNpXdoN8oE/PQA1cMkFlxDzqyiaMDRTx8zvfYtx49q3d7vdrF69mu985ztERka2O//eZxWwYAd15nQuyRwE50z0n7uESzh7x9kBI58AWY6BPPZyJZfuW88Hh4+N4Ali2UUiX2A7vOPludmnYLvkkqBe14Y122j+tIqU2pTgg9FKzrYcfvLKT9oddx2y41o8gDHLx5B8ZXAb1fi8l/Eq1EK020Vuq9cxfTrc+dgf+HHlPwGI4yv/Oe/hNPCh5D/wxE/Pb51LSxCO9fUqXafYhofiGh6Ka3goruGhuIZP29j6ZgX2pJM6+QOYNm0au3btory8nIiICBITE8nIyGD48OHHvPbrr7/mH//4BytXrgw4npGRQXNzM9XV1QGjfwcOHCAjo/PdF10uV8AUVJ/IyMgT/s30UcFHAQmPj2/krzShlL21e1lfvJ7coblHGkTCqY+fytart1qzIVslgF682LCR/kg6zqiuFQD3rXUbOmAo5cVlgI0DRHLayEiOFqLOYnj+bSlsWOChkUxKn1vP4MmBU3KvHX8tV427irzCPIpri8mMyyTudQ8Tt0+lhhFAJJFUk8XKdqsct1Vlc1aQn7eB38ikhCqSa0NL0ADsXjt3vH0HQKflJ/b8ZA/pV6WHlHDbB8fCv8DWGBi7yEj4ztNX8MV1iaQCcezwn9tLFveyhBuemR1S6Q0J1BPf8/2FYhseimt4KK7hobiGh+IaPr7Y9ob49pk6fykpKSQmJrJmzRpKS0u5/PLLj3nN888/T1paGpdeemnA8YkTJxIZGcm7777rP5afn09hYSGTJ09ue5teqbPdLlMPWiN/pQmlnbZLnZ3KuBXjcA0OTGQrEipYcO0Cmr8TfAmE1uqa66hqtDYfSatOA2PDQT0lkcnEhr58EIDY1Ajqo6x1ilWr2q9bA3DYHeQOzeX68deTOzSXf6XlUkQWBxkLWMlP22mPhWSzIzX4WoYZZ1tlJ1JrkrGZ0EZEx389vlvrDvq4RiZaf2mJbnfu8otbSLFZw3px7ODf+CO5vMc3s/Zww2uzOYk3thURERGRTvToyF9dXR07d+70f7xnzx62bNnCwIEDGTJkCJWVlRQWFrJ/v/VLfX5+PmCNzPlG4Hy7cKamprJu3Truvvtu7r33XkaPHu2/70UXXcSVV17JHXfc4T/m9Xp5/vnnufHGG4mICAxDQkICN998M/Pnz2fgwIHEx8dz5513Mnny5JNmp8+OdruMaooivtGafloaX9ppO7ASwJRZKRT9oYjd9+0miv38dP79FJi9lNWXMfZw4hQK306f8a54HIVW4hHNPgoGDg35Xq01nJbCgE8bYX8UvPQSZGdDTg6dzVnMGOzgbh7jt2wAAke+fNMe72EJdw0Ofs5j3FBrJNTVEs2AphgORdV3uPFLR8JRdxAg9sx0DlKMlwQwBmxHkstDnx3CZmxEUsluUjhr6Y/43mlHDZuIiIiInOR6dORv48aNTJgwgQkTJgAwf/58JkyYwK9+9SsA3nzzTSZMmOAfmfvud7/LhAkT+OMf/+i/R35+PldccQVjx47lN7/5Db/4xS949NFHA57jmxba2j/+8Q8KCwu56aabOuzbH/7wBy677DKuuuoqvvnNb5KRkdFuemhvljMkh6z4rIDRpLQaq8xDnauOelc92fHZ5AzpfHTL5rCRdJFVzsFDFAmeAQD+Gnah8hV4b1vmoSljaJfu5zPyjAMAVDORAz94gapv34P3lGHQyecrJwc2ZM1mB1Ydg3jy/ef2ksU1rGBj9mxygh/4wxHjgMMF0xdX3sPg+MAaitnx2dx3/n3YDv/XWmVsJcEIpe4gQMoUqw8eBtBcGPiMuo11AMSzg8/jcrj9dsjNVeInIiIi0pf16Mhfbm4uxnQ+OjJ37tyAXTg7smjRIhYtWnTUNh3VCZw2bdpRnx0VFcXSpUs7LUDf2znsDh67+DGufuVqbNgwmID1fgBLLl4SsNlLRyJTrbnJbhKIr3dBLJQdKutSn3wjf9nx2dSvs3Y7imYfDDunS/cDYOVKMl94kmoeoIUEtvMAAM59pYy86jHSXoO2cxgdDnh8YQsJP7C+/F3s5Ae8QCGn8CE5eG0OViwJPREyjkZsnmgmfpVFwdMFAesMc4bk4LA7mJQ1ibvfvtu/9hGgcnwlnnQPjgN2Oq6vaHBlR4VUdxAg8/RY9tCAl2hKP9xP1ilHRhjrNlnJXxz51J517JIoIiIiInLyO+k3fJHOzR47mxXXrvAnG771fjUDSvl5zBP+ouJHE5niW5jqIK0y3kr+6ruW/BUeLARgyIAh1Hxi7XZkcBB1ahcLmXs87L3xJXYeTvhaayaFbTxI841PkDVrVrtMLndwLZ8BLkr4nFN5iRsBa8bokiXt8sXguhPVQsQh8Oyv968zbGv22NnMGj2rXWJYeWAVW38XS2d1B0d+tzzk3VUjIsDOQbxEU72pjKwbjpyr22DFP458Ei97MMRXKiIiIiInIyV/fVzrZKP28NS/i/eUUnX2nUFd74hyYOwt2LwRpFfEwpDjm/aZsy2HK5deSV2ZNfJUxHcZ9GwNZZPKSJ2dGtL9Wt7No6ju+sMftU2M7ICXorrryHg3j4hpuQFnazfUAta0x7ftF/Di8zBkyPGtefPG2uEQ2CqPvjavXWLo8ZC67HbGMpLt/CqgrYsyRvAUqcv3wMOXhNw5r6MBPFCfX+U/1lLTQsO/GgEbtdRw9uyhId1TRERERE5OfWa3T+mcL9kYWemrZVhD5sgBwd/AZRVzTyu3CtV3deQv5t0Yfv3Kr3GWBa5ds1e52Xr1VspWhnbfL1+qoIk0Op4qCWCniXS+fKmi3RnfyGMcO6gYdT4/+EE3rHlLtnZHtR0K8bq8PNi7l2iKARsOahnLQ5zJPUzie6TxARQVWe1C5HFanzt30ZGiorWf1oKx4aKELVFnMnxE6PUaRUREROTko+SvHzm000oA6vASSk17E2OtjUypsgq/dWXkz3gMF750IdBBLbvDSy933rMT4wluh0yAyiB3yeyoXe0/DwLWyF/0RecH/cyjcWRZ9SrsTaHVcPHus8pt1DIGgAS2ks4akvjMX3C+dbtQtMRasfaWHRmNrN1ojXrGkU/52CmtNwEVERERkT5MyV8/0rTfGgU6GBGBM4SNI+3x1uzg5Brroq5s+FL9QTUDqwd2ay07+5TxXWrXVNJE0z434OUALZw1PT3oZx5N1KmJ1l+8MSFd93mZVW6jFqs8SRxfHbVdKMzAw7Uaa48cq/3kyHq/6GkXhHxPERERETk5KfnrJ4wxuA9an+662NCSE0eKlfQl1VmJRFemfVZ+HVw5g1Bq2U25cyCH7B5oNToWyMshu4cpdw4MOOpb7xfD16zjHM7vnoE/EiZYpTQ8JMKh4Od+7kjNoYgsahkFWElZa10pOu9jG2yNRtpajUbWfOSbBruPsVeHXq9RRERERE5OSv76CXe5GzwOwMuh5KSQro3MjAYgocFK/srry49aJqMjlfHdX8suwmnD++MzMNhonwAaDNb5CGfgaGPtJ0c2e9mdcT7Jwc0ePabUc6y4NpFMw+79QV+XMdjBj3mMQwwFApO/1kXnM0IoOu/jHHH4c91iJfzuCjdN+63P3TZ7MuPG60eAiIiISH+h3/z6iabCJgCcVOEdHMKCPyBmaBwAA9xWAtHY0sghd2i7mhSPKaY0vhRDJ0mjDVzZrpBr2c1cnErdfadTYY9qczs3dT8Zx8zF7XcQrfnEWu8Xxw5sF3TftMeU0VZybHBS/s/g1+fl5EB56kWAAyfluDiyQU1Xi877xE6wprR6SMB4vP71ftEUsXPQadj1E0BERESk39Cvfv1EY1EjAC5KcZySFdK1cadayZ/xJhDl6NqmL0V1RTx58ZOHP2qbAHrBGEYuGRlyLTuwEsBZDZPhD2ey6ezsw09wMO07he3aGmOo/Wf14Y/2MeyS7pv26IiyA1ZSXL05+KmxDgf8+LIjm7DkM4rreZlc3mM4e3jdNpslS7q2E2nqlMEAGCJpLqii1l/f7ysOjh8T+g1FRERE5KSl5K8fMB5D1btWnTcbTUQPD23kL3aINaLlJpEkRwIQ+qYvRTVF5J2WxycTFgCegHMuyhnHg6QSeikDnwinjdx7krj2jRG4KQYcFC3c3K5d4+5GWg6CjWa2kMkFOd37LWAcVpLdtPNgSNcNdx9J/lbzHZZzPe+Ty6BsBytWdK3oPEDG6DgiqAag4qNiat6zRiSj2El0TugbyIiIiIjIyUtF3vu4spVl7Lx7J017rWmfNZxFwpN1lJ0RfFF1Z6q1WYibBJK88RRzIORNXwqrvwbAHpWHDTeGCEbwJLHsJJEvAAP37IFZs46r2F52Nvx1oIsxlVD+cTQj25z31feLZRcfD5jEJW0bHCePs4WIBmjZG9q02NblF/YPuYuXF0Fm5vEVnQdwOsFGDZBI1aYyqjd4gAiKbJEMHRVqQUIREREROZlp5K8PK1tZxtart/oTPx9bZWhF1SMPJ3/NJJLQbK37C3naZ9FWAIZWxWKwNpAZxFv+WnY2TJcLmbd1aE4ONpppdGdR99a2gHO+MgfxbKd+wgXdXuPOe7iunqkIftfSlpoW6vOtGoxxfEXixZO4/vpuKDp/mOfwaGTdp7V4aiMAD0XZQ4mICG3THhERERE5uSn566OMx7Dz7p3tl9dByEXVnanWDpxeohlYYyV/IU/7rLemGw6qskYbIziIg/YJUlcKmbc19f+k4mEXAPsf+TzgXM2HVtIaw79IueTc435WW766erbaYzRspW5zHRhwUUI1kYyeMbxb++RxWtNsm7ZameQAvsYzZXK3PkNEREREej8lf31UdV51uxG/ACEUVXfEOzCH1+mlVVhr/kIZ+fN4PextsUo9pNRYyV8UpR227Uoh87bOOAM+jx0AQOn6AXhbrDIQ3hYvdZ83AFCEnfO+HVq9w2DYB1vPtTUFP6O6ptUmLOuZxOTzu3c4siXW+jb3Vll9i+Ursq+d1K3PEBEREZHeT8lfHxVssfRg2tlsNohwA5BaZhUND2XNX0ldCR68OLwQ02AVQncReP3xFDJv31+ovvpCIqmmxRNH1f+zRgHrt9bjbbbjoI6N9lM5++zjflQ7rpFWXT2bJ/jEsvV6v/ykyaSldW+fvIdHI32qqWdibmz3PkREREREej0lf31UsMXSg21nXNboWWqFVeohlOSvqKbIelZNCm6skb/Wyd/xFjLvyLd+kIUXa51hyZLtQOAIW9noC3AGX08+aLFnWq/PQzw0B5eAH0n+dtB8dvePyNkGxwd8vH9gMjHdP+gpIiIiIr2ckr8+KjEnEVeyB/B20sKLK9kTfFH1AVaCNrA69Dp/hQetenuextG8zXVAYPJ3vIXMO5KTA5+4rKSnfFM0LQdbqP3Imnoaxw6iLuq+4u6tpU2yhu2aScZdeOz1i+4qN427rA1ZYthJyoxvdGt/ylaW4fxnUsCxhPopVLxe0ckVIiIiItJXKfnro2x4GcmTgI32CaAXsDGSpdg6TQ7b3C/RGpFLqrGGy0LZ8KXooDXyd+7oIdSTDljJ3x083i2FzDsSEQEl3/kOMRRgTCSlf/6a2jyrz41UcuaM0GodBiv9NCfgxRBB+fpjJ3+1m6xRvyj2sYNhnNON0zHLVpax9aovfXXn/SIabey4bjsR61TpRURERKQ/UfLXV+XlkVrxBuNYgIvAUToXZYxjAakVrwddWsGRYo34JR6y1o+FMvLnm/Z5/rhszs60ShpEUs5/cmu3FDLvzHk3jsGGVei9aOFu6qylf3xBMpPDtNllZJQd2+Fsq+rTYyfIrdf7bXBM5owzuqcfxmPY+W++nU7bbiBjBwyxT9mD2u1VRERERPoG/dN/H+XdV4wdSCWPFD6imvE0k4yTChL5wj/i52t3LM5BMTRSR2yjNfJX1ViF2+Mm0hF5zGt9yV92fDYR1c14gRpg8e8jmTDh+AuZd2b6dHiFUYzA0FBypJ9J9qtpea8MgixyHypjbwBvHA35VcdsW7vhSPJXNuISIo8dzqBUr62kqeJoQbVjaqOp+aCKlGnp3fNQEREREenVNPLXR7UumWDDSxKfkc4af1H1jtodTfSwOACiWmKwHR5JqmgIbt2Yb81ftj0br1VpgRJiuPXW7itk3pHG1WUMZ1y7405vZEhF7kPlcbYA4C46dIyWULvRtwlNPpHf7L7hyMY1XwTVrum9L7vtmSIiIiLSuyn566N2pOZQRJZ/J822Qi2tkDDGqu/XQiLJLmsDkWCnfvrW/A0+NBiwCryXOTOIjg7q8i7xF7nH0Hbaow3AmKCL3IfKc3hzHFN+9N0+m0ubaSpsBry4KefUS07ttj4cKAwuMT9QWNltzxQRERGR3k3JXx+VMdjB3TwG0C4B7Epphfih1lo/Nwkk2a1EMJhNX5pamjhw6AAAydXJALgopyYhO6jndpWvyL2tk+QXbEEXuQ+Vd+DhGhK1R08sfZu9xFDEBs7s1uLuFUOScVHKUXd75QDl2QO77ZkiIiIi0rsp+eujcnJgQ9ZsrmEF+xgccK4rpRWcadZitGYSSfRaU0CDGfnbW7MXgKiIKFxlVgLpooymtPAmf837Gru1XShsmQOs/zcefQFfQHH3xEmkd+PSO8eFOSSyjKPt9prI/8P+7Snd91ARERER6dWU/PVRDgc89hi8bpvNMArI5T2u5+Uul1ZwplqjWS3EkdBgVQgPptC7b7OXIQlDaNrXBFjJn8kKb/IXUZLfre1C4RxxuK6e5+jzWo9s9vIVjWd37/ajObkOfp88h9N4EGe73V7LOY0HeSTuGqZ8Sz8CRERERPoL7fbZh82eDStWwN13O3h/b67/eHY2LFkSWmmFiIG+LxU7aRUJkBrctE/fer/s+GyatviSv1JcI7KCf3gXlFQW48JBEyl0/G8cXlyUUVLpJbmbnz3gjFTqKcRr4sHj6TTDrv3koNWefAZOP7db++BwwIxnZnPbVfAH7iGOgf7dXmuo4jZ+z6m3Z4dtsx0RERER6X2U/PVxs2fDrFlWOb/iYsjM7FppBXukHWNvwuZ1kVoWB6nBTfv07/SZkE1ToTXF0kUZsWPDO/JXYs/kDH7FVn6NNc2xdQJ4pMj95/bfdLAf6PFJnpRBPYU0k4R3fyn27PY7qjbtb6L5QAvgoQgn51wY3829OJzcvzabnLtmMWxfHpkUU0wmBVk5LP4Pg8v1V2BCtz9XRERERHonJX/9gMNhlVQ4XibCja3ZRXK5taYtpGmf8UNo+toq8B5BJcnjMo6/Q0fhyM2h8bd7OI0H2cU8mkjzn3NRxgieooECHLlBLnoMweAzoinCAzio/Od+Utokf8ZjKH6+GIAoDrDJPpHvn9nt3QB8yb+DvLzcgOTf63WzalV4nikiIiIivZOSPwmaiTLQDMmVUUBwI3/+Au8J2TTts0ofVGMne2h45xvm5Dq4Nfkx/rPiapL5iBpO9097jOdLbHi5NXkFT+d2fz+iYmxALZBI6cMbceytJfH2KdicEZStLGPn3Ttp2mtNgW1kEIPs11L9VhmpYSo631Hy7+1sE1ARERER6bO024ME73D9usRqa/OXYEb+/NM+bdl4Dtc8LyGGwYOPclE38K15u4YV7CczoMj9PgZxDSu4+JnZYVnzVvbTt7BhjY6Wfjqaz+6FdTH/w64r/sbWq7f6Ez8fZ0tEWIvOi4iIiIiARv4kBLbESCiGxBqrZEMoG75kHsqkkkoiqKUsKh2nM6xdBY6seZvSwZq33z/mCGnDm2CV/fQttv4utt3xZk8SRf9jo9Oi88DOe3aSMisFm6P76v2JiIiIiPgo+ZOgOdKiMNsNcfVW/bry+nKMMdhsHScrtU21HGyydrRMrk6mkkpclFGXGN6dPlvrbM1bOEb8THML//qP5sMftY3JMQbZDf6i80m5Sd3fORERERHp95T8SdBcWQNopI6YZmvNn9vrpqaphoSohA7b+9b7JUYlYi+1kh8XZTSHucB7W9214c2xVD7xIc3e4ysc0VzcfOxGIiIiIiJdoDV/ErToYVY5gghvDAMirTVtR9v0xb/eLz6bpqIjBd7JPrHJ34ny9YdVx30PZ+YJmA8rIiIiIv2Skj8JWvyYRADcJJDiGggcfdMX33q/IQlD/JucuCjDNbJvJn9VscczXdOL015B4vlx3dYfEREREZHWlPxJ0JJGWtM9m0kkyWZN9Tzapi/+Mg/x2TQVNQBW8hd3Wt9M/hxzpuCgAquIfEe8WBu+tD1vFZ0/1fsY3rwPw9lFEREREenHlPxJ0Fzp1kYvbhJIcIcw7TMhm6YCq86DnSrSxoWnnl1Py7kogvdinVibvXSc4GWzHBeBMXNRxjgWkEoe+WuLT1BvRURERKS/0YYvEjRnqrUezeAkuSYBnMeY9llzZNpn4143AFU4yD6lb/6bg8MBp784k1VXvcVMmvFwZPOXCCoZzeOkksdw/kQ14/1F5xP5AtvhZLGYTE7rqRcgIiIiIn2akj8JmmOAA3ADkaSVJcDgo4/8+db8Zdmz/AXeDxDNqZnh72tPsWoLzmTOnS3k7v+QLKrYSxKrB85kfeW9eLFhx0sSnwVc58XGXrJw5Ob0TMdFREREpM/rm0MwEjbGYW3cklxmTfvsbOSvxdNCQXUBAKW7SwFwUEdFTHpYauz1JrNnw67CCOa+l8u4l69k7nu57Cl28ZvkxwAr0WvN9/Fvk5eQk9vHgyMiIiIiPUbJn4TERLYAMLAiGuh4w5eV21dyypJTcHutqZ6LVywGoMlZzqGkvrnZS1u+2oLXX2/93+mEGc/M5hpWsI/BAW33ksU1rODiZ2b3+cRYRERERHqOpn1KSEwU0AiJlS6g/bTPldtXcvUrV2Mw/mOpNdYGL59ml1IwpoI5J6y3vYs1JXQ2U+6axbB9eWRSTDGZFGTl8PvHHNZ5EREREZEwUfInITFxdqiGxGor+Ws97dPj9XD323cHJH5wJPkriy/j/535Ok94n8Zh759DXLNnw6xZDvLycikuhsxMyMlBI34iIiIiEnZK/iQktkQnFEFcnVX2ofXIX15hHntr9ra7pnXyV+ksJ68wj9yhuSekv72Rb0qoiIiIiMiJpDV/EpKIdKvQ+4AGa+SvpqmGphZrE5ji2o5r1KUePJz8JZQdtZ2IiIiIiISPkj8JiTMrFgBXswuHzZqr6Bv9S43puHh765E/gMy4PlzrQURERESkl1LyJyGJGZHg+xtxrjgA/rbzbzS4G1i6YWmH1/iSv/K4MgYNyCZniGrZiYiIiIicaFrzJyGJP20gVexjZ0Ii1Y3VANzy1i3c+bc7aWxpJMIeQYu3BRs2DIao5ijiG+MBKI0v44UZf+63m72IiIiIiPQkjfxJSD6NyANgQGNCwPHGlkYAfjblZ7x27WsMjrdq2flG/Rqch7jtnW9w9TjVMxARERER6Qka+ZOgebwefvn5z3iap4ltiiWiJYKWiJaANi9seYE9d+9h1uhZ5BXmUbG6AoCBzWWcXjGlJ7otIiIiIiJo5E9CkFeYR747H4/NA0BCfUK7NkU1ReQV5uGwO8gdmssFzgsAiKKMlozsE9pfERERERE5QsmfBK24thhjN9RE1wAdJ3++dj6NRdZ0UBflOE7JCn8nRURERESkQ0r+JGi+Eg0HBxwEILE+8ajtAJr2WjUAXZQSdapG/kREREREeorW/EnQcobkkBWfRXVMNQAJhwJH/mzYyIrPCijl0PR1PQAuykg4XcmfiIiIiEhP0cifBM1hd/DYxY9xMMYa+Ws97dOGDYAlFy8JKOXQVHAIAC91ZI7peJqoiIiIiIiEn5I/CcnssbMZ4RkEBE77zIrPYsW1K5g9NrCUQ9M+NwCVRJA9xHbC+ikiIiIiIoE07VNCljnAquF35RfDmfbEy2TGZZIzJKdd8XZPvYeWWivhO2CLYfzAE95VERERERE5TMmfhMyRHgNAxsEYzh1/faftmvZZm73YaaA6Ng2bBv5ERERERHqMpn1KyJzZsQDYPK6jtjuy02cZDSkq8yAiIiIi0pOU/EnIYkYmAmAYAF5vp+2aio4kfy2Z2ulTRERERKQn9Wjy98EHHzBz5kwGDRqEzWbjjTfeCDi/cuVKpk2bRnJyMjabjS1btrS7x65du7jyyitJTU0lPj6ea6+9lgMHDhzz2fv27eP73/8+ycnJREdHM378eDZu3Og/P3fuXGw2W8Cfiy+++Hhfcp8Qf3oyAG4S8FZWd9rON/IXRSmOoUr+RERERER6Uo8mf4cOHeLMM89k6dKlnZ6fMmUKjzzySKfnp02bhs1mY82aNXz00Uc0Nzczc+ZMvEcZkaqqquKCCy4gMjKSv/3tb2zbto3/+I//ICkpKaDdxRdfTHFxsf/PsmXLuv5i+5CUMdaaPzcJ1Owq67Rd62mfMaOV/ImIiIiI9KQe3fBlxowZzJgxo9Pzc+bMAaCgoKDD8x999BEFBQVs3ryZ+Ph4AF588UWSkpJYs2YNU6dO7fC6Rx55hOzsbJ5//nn/sWHDhrVr53K5yMjICPbl9BuxgyMP/83BwW0VJJ7XcbumPXUAuCgncbySPxERERGRnnRS7/bZ1NSEzWbD5Tqy8UhUVBR2u50PP/yw0+TvzTffZPr06VxzzTW8//77DB48mNtvv51bbrkloN3atWtJS0sjKSmJCy+8kN/+9rckJycftT9NTU3+j2tqagBwu9243e7jeam9ix2gEYji4NbyTl9b4x6rwLubelKHuboUA981fSp+vYDiGh6Ka/gotuGhuIaH4hoeimt4KK7h0za2vSHGJ3XyN2nSJAYMGMD999/PwoULMcbw7//+73g8HoqLizu9bvfu3Tz99NPMnz+fn//852zYsIG77roLp9PJjTfeCFhTPmfPns2wYcPYtWsXP//5z5kxYwbr1q3D4XB0eN+HH36YX//61+2Ov/POO8TExHTPi+4lEmxeMFEUrP+KPatM+wYeSNgTA0RygOHs2voOX3/d0uXnrV69uuudlU4pruGhuIaPYhseimt4KK7hobiGh+IaPr7Y1tfX93BPwGaM6eA39xPPZrPx+uuvc8UVV7Q7V1BQwLBhw9i8eTNnnXVWwLl33nmH2267jT179mC327n++uvZtm0b5557Lk8//XSHz3I6nZxzzjl8/PHH/mN33XUXGzZsYN26dR1es3v3bkaMGME//vEPLrroog7bdDTyl52dTXl5uX9aal/x4YCV2NzpOM//im+s/T8B5yper2D3vbtp3t/sP+Yc7GT474eTfGXnI6cdcbvdrF69mu985ztERkYe+wIJiuIaHopr+Ci24aG4hofiGh6Ka3goruHTNrY1NTWkpKRw8ODBHssNTuqRP4Bp06axa9cuysvLiYiIIDExkYyMDIYPH97pNZmZmZx22mkBx8aOHctrr73W6TXDhw8nJSWFnTt3dpr8uVyugCmoPpGRkX3um8nrNDjcQGVzwGsrW1nGju/ugDb/pNC8v5kd393BuBXjSJ2dGvLz+mIMewPFNTwU1/BRbMNDcQ0PxTU8FNfwUFzDxxfb3hDfPlPnLyUlhcTERNasWUNpaSmXX355p20vuOAC8vPzA4599dVXnHLKKZ1es3fvXioqKsjMzOy2Pp/MvNHW/83BI1M5jcew8+6d7RI/66T1v5337MR4esVgs4iIiIhIv9KjyV9dXR1btmzx1+/bs2cPW7ZsobCwEIDKykq2bNnCtm3bAMjPz2fLli2UlJT47/H888+zfv16du3axX//939zzTXXcO+99zJ69Gh/m4suuognn3zS//G9997L+vXrWbhwITt37uTll1/mmWeeYd68ef5+3Xfffaxfv56CggLeffddZs2axciRI5k+fXq4w3JSMPHWv1zYDh0pqVGdV+0v79DxRVbh9+q86jD3TkRERERE2urR5G/jxo1MmDCBCRMmADB//nwmTJjAr371K8DalXPChAlceumlAHz3u99lwoQJ/PGPf/TfIz8/nyuuuIKxY8fym9/8hl/84hc8+uijAc/xTQv1+cY3vsHrr7/OsmXLOP3003nooYdYsmQJN9xwAwAOh4PPP/+cyy+/nFGjRnHzzTczceJE8vLyOpzW2R/ZB1pxsDcd+RJqLm7urHmAYNuJiIiIiEj36dE1f7m5uRxtv5m5c+cyd+7co95j0aJFLFq06KhtOqoTeNlll3HZZZd12D46Opq///3vR71nf2fPsHYvtbmPzF12ZjqDujbYdiIiIiIi0n36zJo/ObGcQ+Ksv3ij/McScxJxDnLS8aI/AIMr20ViTmK4uyciIiIiIm0o+ZMuGXBqEgBeBsDh0Vubw0Z04iHARvsE0FobOPK75dgcthPXURERERERAZT8SRfFn54CgJsETPVBACpXlXNwWyTgJZLqgPYuyjiNB0ldPg88nhPcWxEREREROenr/EnPSDs9liLASzQ1O0qJPSOOr27+EoDBvM5InqKa8TSTjJMKEvkCG14oAvLyIDe3J7svIiIiItLvKPmTLolNAWgBIji0Yi1lr9poLAEXBxjGs9jwksRnHV7r3VesIWcRERERkRNMv4NL6FauxAwdTgR1ANT/fjN7/1AEwCiWEEHDUS//vCwz7F0UEREREZFAGvmT0KxcSelVj7GTR2khEYC9XAdAPF8wkPUYrC1f2vJiYy9Z7EjN4awT1V8REREREQE08ieh8HjYe+NLbONBmkltc9JQw+kUMB2DDW+b9M/38T0sIWOw4wR1WEREREREfJT8SdBa3s2jqO76wx+1HduzyjuU8H9YwIPsY3DA2b1kcQ0r2Jg9m5ycE9FbERERERFpTdM+JWhfvlRBE2lHaWGniXQOEcEwCphCHpkUU0wmH5KD1+ZgxRJwaOBPREREROSEU/InQausSw5qqHjCuclk7nfw/t5c/7HsbFiyBGbPDlfvRERERETkaJT8SdDsU8bDG18cs132teMpuMcq51dcDJmZkJOjET8RERERkZ6k5E+CNuXOgfz9px4GeG10vFzUyyG7YfqdA3E4VMddRERERKQ30YYvErQIpw3vj8/AYAO8bc56rV0+f3wGEc6OCj2IiIiIiEhPUvInIZm5OJW6+06nwh4VcLzCEU3dfaczc3HbEhAiIiIiItIbaNqnhGzm4lRafpvCh09VU7WrmaQRTmbdnqgRPxERERGRXkzJn3RJhNNG7j1JPd0NEREREREJkqZ9ioiIiIiI9ANK/kRERERERPoBJX8iIiIiIiL9gJI/ERERERGRfkDJn4iIiIiISD+g5E9ERERERKQfUPInIiIiIiLSDyj5ExERERER6QeU/ImIiIiIiPQDSv5ERERERET6ASV/IiIiIiIi/YCSPxERERERkX5AyZ+IiIiIiEg/ENHTHejLjDEA1NTU9HBPTl5ut5v6+npqamqIjIzs6e70GYpreCiu4aPYhofiGh6Ka3goruGhuIZP29j6cgJfjtATlPyFUW1tLQDZ2dk93BMREREREekNamtrSUhI6JFn20xPpp59nNfrZf/+/cTFxWGz2Xq6OyelmpoasrOzKSoqIj4+vqe702coruGhuIaPYhseimt4KK7hobiGh+IaPm1ja4yhtraWQYMGYbf3zOo7jfyFkd1uJysrq6e70SfEx8frB1IYKK7hobiGj2IbHopreCiu4aG4hofiGj6tY9tTI34+2vBFRERERESkH1DyJyIiIiIi0g8o+ZNezeVysWDBAlwuV093pU9RXMNDcQ0fxTY8FNfwUFzDQ3END8U1fHpjbLXhi4iIiIiISD+gkT8REREREZF+QMmfiIiIiIhIP6DkT0REREREpB9Q8iciIiIiItIPKPmTbrNo0SJsNhv33HOP/1hjYyPz5s0jOTmZ2NhYrrrqKg4cOBBwXWFhIZdeeikxMTGkpaVx33330dLSEtBm6dKljB07lujoaEaPHs2f//znTvuxfPlybDYbV1xxRcBxYwy/+tWvyMzMJDo6mqlTp/Kvf/3ruF/3idDTsa2urmbevHlkZmbicrkYNWoUq1atanefoUOHEhUVxXnnnccnn3zSfQEIk56O65IlSxg9ejTR0dFkZ2dz77330tjY2O4+/SWud911FxMnTsTlcnHWWWd1eO/PP/+cnJwcoqKiyM7OZvHixe3avPrqq4wZM4aoqCjGjx/f7mv1ZP1Z0JNx/a//+i9ycnJISkoiKSmJqVOntvtaVFzbC+br1UfvXUd0V2z13hWeuOq9K7S4NjY2MnfuXMaPH09ERES773GftWvXcvbZZ+NyuRg5ciQvvPBCuzbdElcj0g0++eQTM3ToUHPGGWeYu+++23/81ltvNdnZ2ebdd981GzduNJMmTTLnn3++/3xLS4s5/fTTzdSpU83mzZvNqlWrTEpKivnZz37mb/PUU0+ZuLg4s3z5crNr1y6zbNkyExsba9588812/dizZ48ZPHiwycnJMbNmzQo4t2jRIpOQkGDeeOMN89lnn5nLL7/cDBs2zDQ0NHR7PLpTT8e2qanJnHPOOeaSSy4xH374odmzZ49Zu3at2bJli7/N8uXLjdPpNM8995zZunWrueWWW0xiYqI5cOBAeINzHHo6rn/5y1+My+Uyf/nLX8yePXvM3//+d5OZmWnuvfdef5v+FFdjjLnzzjvNk08+aebMmWPOPPPMdvc+ePCgSU9PNzfccIP58ssvzbJly0x0dLT5z//8T3+bjz76yDgcDrN48WKzbds288tf/tJERkaaL774wt/mZPxZ0NNx/d73vmeWLl1qNm/ebLZv327mzp1rEhISzN69e/1tFNdAwcTVR+9d3R9bvXeFJ6567wo9rnV1debWW281zzzzjJk+fXq773FjjNm9e7eJiYkx8+fPN9u2bTNPPPGEcTgc5u233/a36a64KvmT41ZbW2tOPfVUs3r1avOtb33L/01TXV1tIiMjzauvvupvu337dgOYdevWGWOMWbVqlbHb7aakpMTf5umnnzbx8fGmqanJGGPM5MmTzU9+8pOAZ86fP99ccMEFAcdaWlrM+eefb/70pz+ZG2+8MeCby+v1moyMDPO73/3Of6y6utq4XC6zbNmybolDOPSG2D799NNm+PDhprm5udN+nnvuuWbevHn+jz0ejxk0aJB5+OGHu/7iw6g3xHXevHnmwgsvPGqb/hTX1hYsWNDhG+hTTz1lkpKS/HE2xpj777/fjB492v/xtddeay699NKA68477zzzox/9yBhzcv4s6A1xbaulpcXExcWZF1980RijuB5PXPXeFZ7Y6r0rPHHVe1focW2t7fe4z09/+lMzbty4gGPXXXedmT59uv/j7oqrpn3KcZs3bx6XXnopU6dODTi+adMm3G53wPExY8YwZMgQ1q1bB8C6desYP3486enp/jbTp0+npqaGrVu3AtDU1ERUVFTAvaOjo/nkk09wu93+Y7/5zW9IS0vj5ptvbtfHPXv2UFJSEtCXhIQEzjvvPH9feqPeENs333yTyZMnM2/ePNLT0zn99NNZuHAhHo8HgObmZjZt2hTQF7vdztSpU3ttbHtDXM8//3w2bdrkn7Kxe/duVq1axSWXXAL0v7gGY926dXzzm9/E6XT6j02fPp38/Hyqqqr8bdo+f/r06f7nnIw/C3pDXNuqr6/H7XYzcOBAQHHtSLBx1XtXeGKr967wxFXvXaHHNRjHeu/qzrhGHH93pT9bvnw5n376KRs2bGh3rqSkBKfTSWJiYsDx9PR0SkpK/G1a/xLtO+87B9YX/5/+9CeuuOIKzj77bDZt2sSf/vQn3G435eXlZGZm8uGHH/Lss8+yZcuWDvvpu1dHz/Kd6216S2x3797NmjVruOGGG1i1ahU7d+7k9ttvx+12s2DBAsrLy/F4PB0+a8eOHd0Vjm7TW+L6ve99j/LycqZMmYIxhpaWFm699VZ+/vOfA/S7uAajpKSEYcOGtbuH71xSUlKnn5/Wn7/W13W1LydKb4lrW/fffz+DBg3y/yKiuLYXTFz13mUJR2z13hWeuOq9Kzzff529d9XU1NDQ0EBVVVW3xVXJn3RZUVERd999N6tXr243ytGdHnjgAUpKSpg0aRLGGNLT07nxxhtZvHgxdrud2tpa5syZw3/913+RkpIStn6cSL0ltgBer5e0tDSeeeYZHA4HEydOZN++ffzud79jwYIFYetbOPSmuK5du5aFCxfy1FNPcd5557Fz507uvvtuHnroIR544IGw9S0cTlRc+5veGtdFixaxfPly1q5d26v6FazeEle9d4WX3rvCQ+9dJz9N+5Qu27RpE6WlpZx99tlEREQQERHB+++/z+OPP05ERATp6ek0NzdTXV0dcN2BAwfIyMgAICMjo92uSb6PfW2io6N57rnnqK+vp6CggMLCQoYOHUpcXBypqans2rWLgoICZs6c6e/Hn//8Z958800iIiLYtWuX/14dPct3rjfpLbEFyMzMZNSoUTgcDv99xo4dS0lJCc3NzaSkpOBwOE6K2PamuD7wwAPMmTOHH/7wh4wfP54rr7yShQsX8vDDD+P1evtdXIMRTOw7a9P6fOvrutqXE6E3xdXn0UcfZdGiRbzzzjucccYZAfdofV1X+3Ii9Ja46r3riHB8zeq9Kzxx1XtXeF5LZ7GPj48nOjq6W+Oq5E+67KKLLuKLL75gy5Yt/j/nnHMON9xwg//vkZGRvPvuu/5r8vPzKSwsZPLkyQBMnjyZL774gtLSUn+b1atXEx8fz2mnnRbwvMjISLKysnA4HCxfvpzLLrsMu93OmDFj2vXj8ssv59vf/jZbtmwhOzubYcOGkZGREdCXmpoa/vnPf/r70pv0ltgCXHDBBezcuROv1+tv/9VXX5GZmYnT6cTpdDJx4sSAvni9Xt59991eF9veFNf6+nr/3318v6QYY/pdXIMxefJkPvjgg4C1vqtXr2b06NH+qYmTJ08OeI6vje85J9PPgt4UV4DFixfz0EMP8fbbb3POOecE3ENxbe9YcdV7lyVcX7N67wpPXPXeFXpcg3Gs965ujWtI28OIHEPrXZKMsbbIHTJkiFmzZo3ZuHGjmTx5spk8ebL/vG/b/GnTppktW7aYt99+26SmpgZsm5+fn29eeukl89VXX5l//vOf5rrrrjMDBw40e/bs6bQfHe2mtGjRIpOYmGj+53/+x3z++edm1qxZJ8V22T49FdvCwkITFxdn7rjjDpOfn2/+93//16SlpZnf/va3/jbLly83LpfLvPDCC2bbtm3m3/7t30xiYmLAjpi9VU/FdcGCBSYuLs4sW7bM7N6927zzzjtmxIgR5tprr/W36U9xNcaYf/3rX2bz5s3mRz/6kRk1apTZvHmz2bx5s3/nuerqapOenm7mzJljvvzyS7N8+XITExPTrtRDRESEefTRR8327dvNggULOiz1cLL+LOipuC5atMg4nU6zYsUKU1xc7P9TW1sb0EZxDS2ubem9y9IdsdV7V3jiqveu0ONqjDFbt241mzdvNjNnzjS5ubn+Nj6+Ug/33Xef2b59u1m6dGmHpR66I65K/qRbtf2maWhoMLfffrtJSkoyMTEx5sorrzTFxcUB1xQUFJgZM2aY6Ohok5KSYn784x8bt9vtP79t2zZz1llnmejoaBMfH29mzZplduzYcdR+dPQG6vV6zQMPPGDS09ONy+UyF110kcnPzz/u13yi9GRsP/74Y3PeeecZl8tlhg8fbv7v//2/pqWlJaDNE088YYYMGWKcTqc599xzzfr167s3AGHSU3F1u93mwQcfNCNGjDBRUVEmOzvb3H777aaqqiqgXX+K67e+9S0DtPvTOmn+7LPPzJQpU4zL5TKDBw82ixYtavfsV155xYwaNco4nU4zbtw489e//jXg/Mn8s6Cn4nrKKad0eI8FCxb42yiuXft6bU3vXUeu6Y7Y6r2r++Oq966uxbWzn6Gtvffee+ass84yTqfTDB8+3Dz//PPt+tcdcbUZY0xoY4UiIiIiIiJystGaPxERERERkX5AyZ+IiIiIiEg/oORPRERERESkH1DyJyIiIiIi0g8o+RMREREREekHlPyJiIiIiIj0A0r+RERERERE+gElfyIiIiIiIv2Akj8REZE2cnNzueeee9odf+GFF0hMTARg6NCh2Gy2Tv/MnTsXwP/x+vXrA+7V1NREcnIyNpuNtWvXhvcFiYiIABE93QEREZGT0YYNG/B4PAB8/PHHXHXVVeTn5xMfHw9AdHS0v212djbPP/88kyZN8h97/fXXiY2NpbKy8sR2XERE+i2N/ImIiHRBamoqGRkZZGRkMHDgQADS0tL8xxISEvxtb7zxRpYvX05DQ4P/2HPPPceNN9541GeUlZWRkZHBwoUL/cc+/vhjnE4n7777bje/IhER6euU/ImIiITZxIkTGTp0KK+99hoAhYWFfPDBB8yZM+eo16WmpvLcc8/x4IMPsnHjRmpra5kzZw533HEHF1100YnouoiI9CFK/kRERE6Am266ieeeew6w1g5ecsklpKamHvO6Sy65hFtuuYUbbriBW2+9lQEDBvDwww+Hu7siItIHKfkTERE5Ab7//e+zbt06du/ezQsvvMBNN90U9LWPPvooLS0tvPrqq/zlL3/B5XKFsaciItJXKfkTERFpIz4+noMHD7Y7Xl1dHbCWLxTJyclcdtll3HzzzTQ2NjJjxoygr921axf79+/H6/VSUFDQpeeLiIgo+RMREWlj9OjRfPrpp+2Of/rpp4waNarL973ppptYu3YtP/jBD3A4HEFd09zczPe//32uu+46HnroIX74wx9SWlra5T6IiEj/pVIPIiIibdx22208+eST3HXXXfzwhz/E5XLx17/+lWXLlvHWW291+b4XX3wxZWVl/nIQwfjFL37BwYMHefzxx4mNjWXVqlXcdNNN/O///m+X+yEiIv2TRv5ERETaGD58OB988AE7duxg6tSpnHfeebzyyiu8+uqrXHzxxV2+r81mIyUlBafTGVT7tWvXsmTJEl566SXi4+Ox2+289NJL5OXl8fTTT3e5HyIi0j/ZjDGmpzshIiIiIiIi4aWRPxERERERkX5AyZ+IiIiIiEg/oORPRERERESkH1DyJyIiIiIi0g8o+RMREREREekHlPyJiIiIiIj0A0r+RERERERE+gElfyIiIiIiIv2Akj8REREREZF+QMmfiIiIiIhIP6DkT0REREREpB9Q8iciIiIiItIP/H+J0kioQkNXqAAAAABJRU5ErkJggg==", + "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.grid(True)\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "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": 40, + "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": "5ba67eac", + "id": "40283455", "metadata": {}, "outputs": [], "source": []