{ "cells": [ { "cell_type": "markdown", "id": "3949356f-027f-4af6-8f6d-c7291cc4956d", "metadata": {}, "source": [ "# Tutorial 2: ONERA OAT15A at high-speed stall conditions\n", "\n", "### Outline\n", "1. Introduction into the test case\n", "2. Loading STL files and extracting a 2D airfoil from it (optional)\n", "3. Preparing the input data for $S^3$\n", "4. Executing $S^3$ and exporting the results\n", "\n", "\n", "## 1. Introduction into the test case\n", "This tutorial shows the application of $S^3$ for an *ONERA OAT15A* airfoil at high-speed flow conditions. We only analyze a *2D* slice of the scale-resolving simulation, which has already been saved to HDF5. The *ONERA OAT15A* airfoil is provided as an STL file.\n", "\n", "The data for the *ONERA OAT15A* was kindly provided by research partners of the\n", "[TU Stuttgart](https://www.for2895.uni-stuttgart.de/) within the research group unit *FOR2895*, the numerical setup can be found in:\n", " - **Kleinert, Johannes and Ehrle, Maximilian and Waldmann, Andreas and Lutz, Thorsten**.\n", " *Wake tail plane interactions for a tandem wing configuration in high-speed stall conditions*, \n", " DOI: https://link.springer.com/article/10.1007/s13272-023-00670-1 (June, 2023).\n", "\n", "Our first goal is to load the data from the flow simulation. In contrast to the first tutorial, we can't use the *load_foam_data* utility since we have stored our data in HDF5 binary format. Since we only have a 3D STL file representing the geometry but our simulation is only 2D, we then want to extract 2D coordinates of the airfoil. This step is only necessary to demontrate how to use 2D coordinates as geometry object within $S^3$. How to deal with STL files as geometry objects for *3D* simulations will be explained in a later tutorial.\n", "\n", "Also we will learn how to use the `n_cells_max` as stopping criterion instead of approximation of the metric to limit the number of cells in the grid created by $S^3$.\n", "\n", "**Note**: You need to have the *ONERA OAT15A* geometry and flow data. It can't be provided since it is proprietary. If you don' have access to these data, you may find [this repository](https://github.com/JanisGeise/airfoil_shape_optimization) helpful to generate some example data for this tutorial.\n", "You can therefore just execute the [execute_validation.py](https://github.com/JanisGeise/airfoil_shape_optimization/blob/main/post_processing/execute_validation.py) using only a single angle of attack and the following CST parameters: \n", "\n", "$f_{max} = 0.0338, \\quad t_{max} = 0.089, \\quad x_f = 0.653, \\quad KR = 0.8, \\quad N_1 = 0.4, \\quad N_2 = 1.1$\n", "\n", "In this case, you also have to change the metric for $S^3$ to , e.g., $\\sigma(|U|)$ since the simulation is incompressible.\n", "\n", "## 2. Loading STL files and extracting a 2D airfoil from it (optional)\n", "Now we are ready to start with the tutorial. We first load and visualize the data as we have already done it in the first tutorial." ] }, { "cell_type": "code", "id": "42e7de4d-8175-4adb-b70f-abcb74ca8601", "metadata": { "ExecuteTime": { "end_time": "2026-02-19T14:37:30.403331244Z", "start_time": "2026-02-19T14:37:30.355986776Z" } }, "source": [ "import sys\n", "import numpy as np\n", "import torch as pt\n", "\n", "from stl import mesh\n", "from os import environ\n", "from os.path import join\n", "\n", "environ[\"sparseSpatialSampling\"] = join(\"..\", \"..\", \"..\")\n", "sys.path.insert(0, environ[\"sparseSpatialSampling\"])\n", "\n", "from sparseSpatialSampling.export import ExportData\n", "from sparseSpatialSampling.sparse_spatial_sampling import SparseSpatialSampling\n", "from sparseSpatialSampling.geometry import CubeGeometry, GeometryCoordinates2D" ], "outputs": [], "execution_count": 5 }, { "cell_type": "code", "id": "d256c79c-6986-4a63-9b70-d07d43edbb94", "metadata": { "ExecuteTime": { "end_time": "2026-02-19T14:37:30.461893459Z", "start_time": "2026-02-19T14:37:30.404581380Z" } }, "source": [ "def load_airfoil_from_stl_file(_load_path: str, _name: str = \"oat15.stl\", sf: float = 1.0, dimensions: str = \"xy\",\n", " x_offset: float = 0.0, y_offset: float = 0.0, z_offset: float = 0.0):\n", " \"\"\"\n", " Example function for loading airfoil geometries stored as STL file and extract an enclosed 2D-area from it.\n", " Important Note:\n", "\n", " the structure of the coordinates within the stl files depends on the order the blocks are exported from\n", " Paraview; the goal is to form an enclosed area, through which we can draw a polygon. Therefore, the way of\n", " loading and sorting the data depends on the stl file. For an airfoil, the data can be sorted as:\n", "\n", " TE -> via suction side -> LE -> via pressure side -> TE\n", "\n", " It is helpful to export the airfoil geometry without a training edge and close it manually by connecting the\n", " last points from pressure to suction side\n", "\n", " :param _load_path: path to the STL file\n", " :param _name: name of the STL file\n", " :param sf: scaling factor, in case the airfoil needs to be scaled\n", " :param dimensions: which plane (orientation) to extract from the STL file\n", " :param x_offset: offset for x-direction, in case the airfoil should be shifted in x-direction\n", " :param y_offset: offset for y-direction, in case the airfoil should be shifted in y-direction\n", " :param z_offset: offset for z-direction, in case the airfoil should be shifted in z-direction\n", " :return: coordinates representing a 2D-airfoil as enclosed area\n", " \"\"\"\n", " # mapping for the coordinate directions\n", " dim_mapping = {\"x\": 0, \"y\": 1, \"z\": 2}\n", " dimensions = [dim_mapping[d] for d in dimensions.lower()]\n", "\n", " # load stl file\n", " stl_file = mesh.Mesh.from_file(_load_path)\n", "\n", " # scale the airfoil to the original size used in CFD and shift if specified\n", " stl_file.x = stl_file.x * sf + x_offset\n", " stl_file.y = stl_file.y * sf + y_offset\n", " stl_file.z = stl_file.z * sf + z_offset\n", "\n", " # stack the coordinates (zeros column, because values are the same in all columns)\n", " coord_af = np.stack([stl_file.x[:, 0], stl_file.y[:, 0], stl_file.z[:, 0]], -1)\n", "\n", " # remove duplicates without altering the order -> required, otherwise the number of points is very large\n", " coord_af = coord_af[:, dimensions]\n", " _, idx = np.unique(coord_af, axis=0, return_index=True)\n", " coord_af = coord_af[np.sort(idx)]\n", "\n", " return coord_af" ], "outputs": [], "execution_count": 6 }, { "attachments": { "25247099-6bec-40ad-b21e-1f722da182b4.png": { "image/png": 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" } }, "cell_type": "markdown", "id": "af8066c0-ad58-4767-8cd8-3d9e13eb426a", "metadata": {}, "source": [ "The original mesh of the simulation and the Mach number field at an arbitrary time step:\n", "\n", "![grid_original_large.png](attachment:25247099-6bec-40ad-b21e-1f722da182b4.png)\n", "![ma_original_large.png](attachment:6b4df650-df95-4b93-b8cb-65a40b271572.png)\n", "\n", "## 3. Preparing the input data for $S^3$" ] }, { "cell_type": "code", "id": "81d7a60e-6d52-4f94-8aca-0bbb737138cf", "metadata": { "ExecuteTime": { "end_time": "2026-02-19T14:37:30.518457009Z", "start_time": "2026-02-19T14:37:30.464446666Z" } }, "source": [ "# path to the CFD data and settings, assuming they are in the top-level of the repository\n", "load_path = join(\"..\", \"..\", \"..\", \"flowTorch_Workshop_2025\")\n", "save_path = join(\"..\", \"..\", \"..\", \"run\", \"tutorials\", \"tutorial_2\")\n", "\n", "# here we want to use the n_cells_max stopping criterion to generate max. 25 000 cells\n", "n_cells_max = 25000\n", "save_name = f\"OAT15_{n_cells_max}_cells\"" ], "outputs": [], "execution_count": 7 }, { "cell_type": "code", "id": "9f85ae13-877d-4662-b2af-6d8abd4a4b95", "metadata": { "ExecuteTime": { "end_time": "2026-02-19T14:37:31.541679177Z", "start_time": "2026-02-19T14:37:30.520328107Z" } }, "source": [ "# load the coordinates of the original grid used in CFD\n", "xz = pt.load(join(load_path, \"OAT_example_data.pt\"), weights_only=False)[\"xy\"]\n", "\n", "# load the Mach number field of the original CFD data\n", "field = pt.load(join(load_path, \"OAT_example_data.pt\"), weights_only=False)[\"Ma\"]\n", "\n", "# compute the metric, we want to resolve the buffet, so it make sense to use the std(Ma)\n", "metric = pt.std(field, dim=1)" ], "outputs": [], "execution_count": 8 }, { "attachments": { "af7c6029-207e-4be2-98db-dfd96e128cca.png": { "image/png": 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" } }, "cell_type": "markdown", "id": "1433701e-39f5-4a94-be5a-ef21c8f7f169", "metadata": {}, "source": [ "The metric field then looks like this:\n", "\n", "![metric_original_large.png](attachment:af7c6029-207e-4be2-98db-dfd96e128cca.png)\n", "\n", "The metric is the highest at the shock near the airoil. Since $S^3$ generates cells based on the gradient of the metric, we expect cells being created in the vicinity of the airfoil, the shock and the wake of the airfoil." ] }, { "cell_type": "code", "id": "e0ebcd3a-f6b8-4109-b0fd-fce80567220c", "metadata": { "ExecuteTime": { "end_time": "2026-02-19T14:37:37.102542741Z", "start_time": "2026-02-19T14:37:31.543594241Z" } }, "source": [ "# load the ONERA OAT15A geometry of the leading airfoil from an STL file\n", "oat15 = load_airfoil_from_stl_file(join(load_path, \"oat15_airfoil_no_TE.stl\"), dimensions=\"xz\")\n", "\n", "# load the rear NACA airfoil from an STL file\n", "naca = load_airfoil_from_stl_file(join(load_path, \"naca_airfoil_no_TE.stl\"), dimensions=\"xz\")\n", "\n", "# define the boundaries for the domain\n", "bounds = [[pt.min(xz[:, 0]).item(), pt.min(xz[:, 1]).item()], [pt.max(xz[:, 0]).item(), pt.max(xz[:, 1]).item()]]\n", "\n", "# assemble the geometry objects\n", "geometry = [CubeGeometry(\"domain\", True, bounds[0], bounds[1]),\n", " GeometryCoordinates2D(\"OAT15\", False, oat15, refine=True),\n", " GeometryCoordinates2D(\"NACA\", False, naca, refine=True)]" ], "outputs": [], "execution_count": 9 }, { "cell_type": "code", "id": "ad5320ef-80e9-4980-a499-1f27ae7f98da", "metadata": { "ExecuteTime": { "end_time": "2026-02-19T14:37:37.488714807Z", "start_time": "2026-02-19T14:37:37.104669134Z" } }, "source": [ "# load the corresponding write times for export\n", "times = pt.load(join(load_path, \"OAT_example_data.pt\"), weights_only=False)[\"t\"]" ], "outputs": [], "execution_count": 10 }, { "cell_type": "markdown", "id": "b3c95e64-3503-4685-b8fb-c0fc4d1bb68d", "metadata": {}, "source": [ "## 4. Executing $S^3$ and exporting the results" ] }, { "cell_type": "code", "id": "d78aeb38-2706-4909-ab51-c4bdcc36c86b", "metadata": { "ExecuteTime": { "end_time": "2026-02-19T14:38:04.671887652Z", "start_time": "2026-02-19T14:37:37.494496606Z" } }, "source": [ "# instantiate an S^3 object\n", "s_cube = SparseSpatialSampling(xz, metric, geometry, save_path, save_name, \"OAT15\", n_jobs=4, n_cells_max=n_cells_max)\n", "\n", "# execute S^3\n", "s_cube.execute_grid_generation()" ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "[2026-02-19 15:37:37] WARNING Detected stopping criterion 'n_cells_max'. Passing this stopping criterion deactivates the 'min_metric' stopping criterion. To use 'min_metric' as stopping criterion, remove 'n_cells_max' or set 'n_cells_max = None'.\n", "[2026-02-19 15:37:37] INFO Selecting max. number of cells as stopping criterion.\n", "[2026-02-19 15:37:37] INFO \n", "\tSelected settings:\n", "\t\tpre_select :\tFalse\n", "\t\tn_jobs :\t4\n", "\t\tmax_delta_level :\tFalse\n", "\t\tgeometry :\t['domain', 'OAT15', 'NACA']\n", "\t\tn_cells_max :\t25000\n", "\t\tmin_level :\t5\n", "\t\tcells_per_iter_start :\t245\n", "\t\tcells_per_iter_end :\t245\n", "\t\tcells_per_iter :\t245\n", "\t\tcells_per_iter_last :\t1000000000.0\n", "\t\treach_at_least :\t0.75\n", "\t\tn_dimensions :\t2\n", "\t\tn_cells_orig :\t245568\n", "\t\trelTol :\t0.001\n", "[2026-02-19 15:37:37] INFO Starting grid generation.\n", "[2026-02-19 15:37:37] INFO Starting uniform refinement.\n", "\tStarting iteration no. 0, N_cells = 1\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Warning: TecplotDataloader can't be loaded. Most likely, the 'paraview' module is missing.\n", "Refer to the installation instructions at https://github.com/FlowModelingControl/flowtorch\n", "If you are not using the TecplotDataloader, ignore this warning.\n", "Warning: TecplotDataloader can't be loaded. Most likely, the 'paraview' module is missing.\n", "Refer to the installation instructions at https://github.com/FlowModelingControl/flowtorch\n", "If you are not using the TecplotDataloader, ignore this warning.Warning: TecplotDataloader can't be loaded. Most likely, the 'paraview' module is missing.\n", "Refer to the installation instructions at https://github.com/FlowModelingControl/flowtorch\n", "If you are not using the TecplotDataloader, ignore this warning.\n", "\n", "Warning: TecplotDataloader can't be loaded. Most likely, the 'paraview' module is missing.\n", "Refer to the installation instructions at https://github.com/FlowModelingControl/flowtorch\n", "If you are not using the TecplotDataloader, ignore this warning.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\tStarting iteration no. 1, N_cells = 4\n", "\tStarting iteration no. 2, N_cells = 8\n", "\tStarting iteration no. 3, N_cells = 32\n", "\tStarting iteration no. 4, N_cells = 96\n", "[2026-02-19 15:37:42] INFO Finished uniform refinement.\n", "[2026-02-19 15:37:42] INFO Starting metric-based refinement.\n", "\tStarting iteration no. 0, N_cells = 320\n", "\tStarting iteration no. 1, N_cells = 1055\n", "\tStarting iteration no. 2, N_cells = 1775\n", "\tStarting iteration no. 3, N_cells = 2492\n", "\tStarting iteration no. 4, N_cells = 3184\n", "\tStarting iteration no. 5, N_cells = 3915\n", "\tStarting iteration no. 6, N_cells = 4650\n", "\tStarting iteration no. 7, N_cells = 5375\n", "\tStarting iteration no. 8, N_cells = 6095\n", "\tStarting iteration no. 9, N_cells = 6819\n", "\tStarting iteration no. 10, N_cells = 7537\n", "\tStarting iteration no. 11, N_cells = 8260\n", "\tStarting iteration no. 12, N_cells = 8981\n", "\tStarting iteration no. 13, N_cells = 9701\n", "\tStarting iteration no. 14, N_cells = 10428\n", "\tStarting iteration no. 15, N_cells = 11159\n", "\tStarting iteration no. 16, N_cells = 11888\n", "\tStarting iteration no. 17, N_cells = 12621\n", "\tStarting iteration no. 18, N_cells = 13348\n", "\tStarting iteration no. 19, N_cells = 14071\n", "\tStarting iteration no. 20, N_cells = 14797\n", "\tStarting iteration no. 21, N_cells = 15528\n", "\tStarting iteration no. 22, N_cells = 16254\n", "\tStarting iteration no. 23, N_cells = 16983\n", "\tStarting iteration no. 24, N_cells = 17711\n", "\tStarting iteration no. 25, N_cells = 18443\n", "\tStarting iteration no. 26, N_cells = 19176\n", "\tStarting iteration no. 27, N_cells = 19906\n", "\tStarting iteration no. 28, N_cells = 20636\n", "\tStarting iteration no. 29, N_cells = 21353\n", "\tStarting iteration no. 30, N_cells = 22084\n", "\tStarting iteration no. 31, N_cells = 22812\n", "\tStarting iteration no. 32, N_cells = 23537\n", "\tStarting iteration no. 33, N_cells = 24262\n", "\tStarting iteration no. 34, N_cells = 24990\n", "[2026-02-19 15:37:54] INFO Finished metric-based refinement.\n", "[2026-02-19 15:37:54] INFO Starting geometry refinement.\n", "[2026-02-19 15:37:54] INFO Starting refining geometry OAT15.\n", "[2026-02-19 15:37:56] INFO Found a minimum cell level of 6. Target level is 12.\n", "\t\t\t\t\t\t\t\t\tRefining level 7 / 12.\n", "\t\t\t\t\t\t\t\t\tRefining level 8 / 12.\n", "\t\t\t\t\t\t\t\t\tRefining level 9 / 12.\n", "\t\t\t\t\t\t\t\t\tRefining level 10 / 12.\n", "\t\t\t\t\t\t\t\t\tRefining level 11 / 12.\n", "\t\t\t\t\t\t\t\t\tRefining level 12 / 12.\n", "[2026-02-19 15:37:58] INFO Starting refining geometry NACA.\n", "[2026-02-19 15:38:01] INFO Found a minimum cell level of 7. Target level is 11.\n", "\t\t\t\t\t\t\t\t\tRefining level 8 / 11.\n", "\t\t\t\t\t\t\t\t\tRefining level 9 / 11.\n", "\t\t\t\t\t\t\t\t\tRefining level 10 / 11.\n", "\t\t\t\t\t\t\t\t\tRefining level 11 / 11.\n", "[2026-02-19 15:38:01] INFO Finished geometry refinement.\n", "[2026-02-19 15:38:01] INFO Starting renumbering final mesh.\n", "[2026-02-19 15:38:04] INFO Finished refinement in 26.9316 s \n", "\t\t\t\t\t\t\t\t(35 iterations).\n", "\t\t\t\t\t\t\t\tTime for uniform refinement: 5.2065 s\n", "\t\t\t\t\t\t\t\tTime for metric-based refinement: 11.6737 s\n", "\t\t\t\t\t\t\t\tTime for geometry refinement: 6.8912 s\n", "\t\t\t\t\t\t\t\tTime for renumbering the final mesh: 3.1570 s\n", "\t\t\t\t\t\t\t\t\n", " Number of cells: 28919\n", " Minimum ref. level: 6\n", " Maximum ref. level: 12\n", " Captured metric of original grid: 56.29 %\n", " \n" ] } ], "execution_count": 11 }, { "cell_type": "markdown", "id": "027ea0ba-8419-4f7e-9dd9-1786c8a67a52", "metadata": {}, "source": [ "As shown in the last log file, we generated $28919$ cells. This is larger than our specified value of $25000$ cells, since we employed a subsequent geometry refinement, which is not accounted for. However, looking the end of the first part of the log file, we can confirm that the stopping criterion was activated correctly:\n", "\n", "$\\cdots$\n", "\n", "Starting iteration no. 34, N_cells = 24990\n", "\n", "$\\cdots$" ] }, { "cell_type": "code", "id": "67b79582-46a6-44ec-9473-b20e2840008b", "metadata": { "ExecuteTime": { "end_time": "2026-02-19T14:38:06.258371707Z", "start_time": "2026-02-19T14:38:04.674257046Z" } }, "source": [ "# create export instance, export all fields into the same HFD5 file and create single XDMF from it\n", "# Note: HDF5 may throws an error when running multiple notebooks in parallel. In that case close the other notebooks and restart the kernel\n", "export = ExportData(s_cube, write_times=times.tolist())\n", "export.export(xz, field.unsqueeze(1), \"Ma\")" ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "[2026-02-19 15:38:04] INFO Initializing KNN and computing interpolation weights.\n", "[2026-02-19 15:38:04] INFO Starting interpolation and export of field Ma.\n", "[2026-02-19 15:38:05] INFO Writing HDF5 file for field Ma.\n", "[2026-02-19 15:38:06] INFO Writing XDMF file for file OAT15_25000_cells.h5\n", "[2026-02-19 15:38:06] INFO Finished export of field Ma in 1.546s.\n" ] } ], "execution_count": 12 }, { "attachments": { "2a1b9743-0421-4748-9ebd-d6e981e27d09.png": { "image/png": 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Fja8/75bqCYtw/QEUuv1XDI5JT3xGlHs0OgtzNwcAAAAAD4RfLwAAAAAA4FTQTwEAAAAAAE4F4z5w8vxYidkJNf3Yh4H+uKGEmtGG2uEePhOnmt6yKqlNPt/U59T6AAAAAOBpIJ4CAAAAAACcCvopAAAAAADAqdh/3IfTQ98VdnEvSTY6AYTT6jeizB/h1FkStIEI6iaUEQRa/epQCKPXoLUwZNItRkviAkn5aIKPtEJbxkvq5UM745eHB7M9ezZ6HKtq9s/vfWnvPZ2HV9Ww9+pHFB38vY/R0+Ue/0Fb/ra/3BkcRuA8HPvFaPTvQNAtPIzHPstPxLE/PU//NJ1+C+/BwhfjFA9+nA/bgBP8OQQAAAAAAJ6o/eMpgHvShlEMdEO26S3D5e2KRkQk90803XNt93aU9tJn7szCYv3UdJg+CGV+h/pAqAgAAAAAnCniKQAAAAAAwKmgnwIAAAAAAJwKxn1Ao6TJFIlyhVqtfLQkzZoZ58v0wyqiFdOWVOkwkyES1YJ2dT+soylZDcfwFeZhDc2K0SgREamrGkx7OTxq43TzZQIAAADAQ+JnEvDw9GlZAAAAAOBpoJ8CAAAAAACcCsZ94OT58RrxQI9wvEnP4iz41zZPZM1yX3P1h5+MY2gCEQAAAADAkRFPAQAAAAAATgX9FAAAAAAA4FQ86XEfTovqP0R2Q20b49zA0IbptBrUfTRWa0M8o0c0K0eyejTBR1pAnRCkt1jKNDXbTKTTKefHj/gC1aXQHgt/1qoCucw1MJ2HadrsTHxhVBtXr8lz9vD7/sAtSK+K+ZbWcIg2jHGLWwjgiVDfLoxoXwMAkVP4ZFQv5oWOXf9yp9/C5dR3pNM/CEdo4aIKiacAAAAAAACn4knHU+CxqqIS4rSaPeXqf7OqfBMWkYfpM/0facLO3ATLvYGedR+QsTQswkfBJBEZAAAAAHDe+BUEAAAAAABOBf0UwMNxVk0gAgAAAABPCuM+sFg0/iLKi5n+Do/Kp6MqosSZ5dAv+XTFcEnWjL6oKsiaav2oDF9+qL+ualsyiKNNh1kvYJgGHsTC8UUAAABAZd4XyyPk3QzwswoAAAAAAJwK+ikAAAAAAMCpYNwHHqNwvo+hFA9++Eg9HKPplTPNE3kTrVTV4MeD+Hk7DhbONLVC4xbPFQIAAAAAjxnxFMBDI5UmAAAAADSWxFMsve27/L6xlr1D20CShzF5XvkBqW3g4Zk0S2VE/ZHswqyWPQWixJlamsyovE3qjxJn2qSF8Rbj5xPW/0ekk1/Tt005Sn7NfKzUcUVHNX7aRNdiXDw+hiZM+akfwkNzaSdp1IiZry71/aRnizO5+CgnBWY2Wq0wMbd8bP4W55l7BHAM93AWzAO8ZwAx9VJXL1T1LVH/EqW04R4aoFCP0rGp+zjBohqWN2D5MVxYw8LVH61T22vt5Zw0WH0LWmj+hTG3vLIJtQEL93/pF3cAAAAAAIBDoZ8CAAAAAACciiXjPoAHEkUR+WEgdiC8qBro4UOTbPOXz5dZ/ZFNHAYymW+YiTsEq0hOPRZxuAYAAAAAOEv8+AFOizlQJwkAAAAAPEb0UwAAAAAAgFPBuA8sFk/woc3WEY3OKNMCWg1l/xQkbiitrHXSHTnh1878okyk2/JmedXUPJkfRB2vAST0YT499liltdcWAQAADmvpFxJ1aomDS2brSBswewaQxRZVqLZHLWDDAumEJmoNsxBPAQAAAAAATgXxFHj0nA3DK9LOTRMsbjv6fGTH3MSZWmBFlWPCTe9SdJZMmQAAAAAgxFMAAAAAAIDTQT8FcHKMY9YPAAAAAE8U4z7G6HH7WgE1m4jyc1QfC7DTCii/d02apTKS5rmMC4y2IR1S4cJhGj2JNsMlSdbMoYEezg001Yl0DnU7AMRvqBoA4tqKmhJ9DzuMc9LNVugboJ84LBW9uNKXkv76PTsHT5ypvoOdoMfY5keHg6xKs4vh/h3gQl1WwYRbDloePu1d3cwduHpoagsn0HL7HWATgYUXxh6r77FKaOHqj9Lcgza3fCp631YrXLo9jdqAVLTK8neHuA3hd2urRTws/Cjk1xQAAAAAADgVxFPgfPVkzgQAAAAAnDT6KfDotcM9hmKLSisirgkeanstsmbEymrohVDVqPVzaNN/dAz3nVR7wYARAAAAAE8b/RQ4O2rGDQAAAADAqeLmLQAAAAAAOBXEU+DIbDxbRxzvkIY/hBN8xLN7iLhSq0HEdTNgu3A6D18+r/vp6nTZtimQCx6AOmhm1PzZPY6eYHx+DfPKz69ft0dyaQAATsfyD7K5NcwtP/fjXjW3AQtnYTgGdRfUApE99nB8E+lzc5sUSVsYVafuwuwGJN+V1RrUNkSSXZjZwhD9FDg3LuqVeLSM2+O3NwAAAAA8bvRT4NFrQyeSvomeqArpZLvc1Xk0zQOltPDTnh/jxjgAAAAA3A+7LIAiQn4KAAAAAABwKoinwLlx6YiPKvFEdsgePgAAAADAMezfT7E8Ut0sTiBgzaJ4kFxLYeC0hIpO2wfj1AEFSw/jUtpBEHUXyiRTZvCskiYzXT1KnBlnzRRxcaLNvhbaZL+aeton2gEgpYjIenD8yFL+GO59xUZnwSxO9RlW2JMcaO+mHsjyBrgjx4stTA4kInNf/svfdQ/R5jHHrh94LHgtnAf1PCr5CLWrQPsWKTJe/0OY8EmkFghMqDCgnhTVwhr2Wn3eKnM3oZaPLlS1fOrgqTfVNowXUFuj1j83CZz6o6+nwmgVbYvRJpxb+j1Wa/Hso6SWj66TUis/bv9+CuBE+R6Kg3c3AAAAAACObGk/DQAAAAAAwKEQT4GzE8zxYdM//XgCt63n+6jHnpxC/EXVysVDHgAAAADgkaKfAmeqr4cCAAAAAHDi6KfAsaWzbwTdBlHWTJE4caZLE23uwiVR3s3eXolut0VbvF5od1sRydLUm0fkpiRV8vl0ksw7SVOjBTOzUp0+NXPPcmoqL7UNWg2zd0GrUKE2GABOR/SWpebtW/4Wp25CtbQNPXn3ljbpsCZ8DKkFYuN1Lj2kJ1GD9m1BKxCZW34P6qtvYRvU1dXrfu+kkn7TVtvHSLxFtYk9gnXmb7HnDSJeEolWCX9IpFkth47p3nd49z5NvQ5ZFwAAAAAAwBLEU+B8Md4DAAAAAB4b+ilwdrpDPDrxk254WIe53YhI9ib9GgAAAMDjVs4fNHDYMQtH4YyMDqKJhpb4PZr4C8cXc834ETM60sTXr47r2Q/9FDhbzrm+volJiSHumXFuwhBQAAAAADh/J99vBAAAAAAAngziKRZRo1yc1hPkzMRInH2pORpcPJtGrNwtKpDO1hHP9xG3MJrgI57dI1ni4vk+emMougXiLZa3tybLpBw4Vo8w0iGO+9Iu1Kdh3kFQD9rBQ2CWV6i2ea6DV4ingMsGB7HXhTRvlb02EdHS74fUhP/nR/1oU8+CWmCuxRUubfCEAgq1hsSxy2vSqSui57UtRsdELV8mgzhc2IZ0RMPBJ78Y3+t0c9GG+sahKJfG+KvNJe1pfkENrhYdxqFy6hW7H/opcMYmJadoClhx7jF2SQAAAADAOWHcB1BzOy1yBAAAAABwZMRT4PwMhFEMh1SU263JMiNOthsREfO8eWYgvKIJu1CjGUcNZ/SsRusYuhEBAACAA0vnqnCHHr5gRkf3l+0ojPqP8fJTVDuVDoqZOB5cHZjmn06HkFTG5weZi34KnK22k6LbQ9FN2NHpCHDWurI0eS4AAAAAgIdDPwWOLElaGaWr1NNkJgVsOEAjzovZGzfR6Z7o/Nn8ZZ2I7F6+Mnlurq4H+yqGoicWRVVgT1FPrpqzNrIsFmYiLSnUzDaoWaPmOniFAB6z6A1BvS029w3k4BUq7uUtLszMF9+0nE29n2ncWAF19dT8o7T0o218i2p71AJ6C8MCaYXjB7GnATOTRKanycYFArNPqnqU0gY3t8H3uIR6xTkg09vsURt8gWb5+EErm2f9ZqLwBDtwBPzSdD8nXFpjelYOoxuiLaYhCZnWgOE4iKhYrFox3WIU/mB7Mnf2Gzo70SYWHtKprQHOXh1MkXasAAAAAADuC/EUOF/9MRSaGUUBAAAAAAdGPwXOzkD3hEvnPw5HiJSvb0UkM1k77iOropXuI+yoiuRUoyUBAADweJXJF8toUIMafr8wnD4d3NFJKtnvUONBhpTJLkePd65/WHbZNMxqX9erIQl+N/wx9Lu2MAekTUZVVEOSp9ef1lDxTc3CRJuuHSPTT93iXGoLIwt/1tBPgbPlOymCHorhWT9qJfEUAAAAAPBg7uNGMfCIOGtlNEkVAAAAAOB49o+nUKNrVMtjURbGIJVL90C/OZ+ZeK6K2GgFi3ZPRPrS68bU8IFS24XtduRJF87NkS6JZ+sQERvO92GTCUHCVdxWKR882+2D8KcvMyJS3t2JiLFWfAtXKzkN1XnU8kkjMu94qVGUE0bljBWYsHpMbdK4havv4f63COzr/q9V9fN43P03+OBbPHCF6huOWuDY0s1HF0FP+H34STFhkoSgxPJdnvtRlZZX26BNt6FUqE7PEZdPBhSoL8V0leDZpAHaN+meeRYSaoGAepAjyZWWHoOowriAel0o+6ge9GSPqm/z6WQZ1eO+QRb9DRi6+dgp3/zhqgf9K6jHvOflXK8S1C8iubEyYRey5vXvdyEa/JJpP/OsrSscOn1VgQknt/4jarO64sLJCfbvpwAekf7uiV5qvwwAAAAA4Gjop8D5qzspmu4J5/9oOi+MNSLidlZEzKqQMowQ8b2FzR+DdxvM8hAdAAAA4FhcExQ/PTK9CZfwX4CnrlhxSRi+un4UoNEGVoRrzg2j8NLv8tUqe6eETOMjolWSsAglaGUoaeVIgeiEDh20iHqsBmNStBUX4mcVEHDEUwAAAADAwyGeAk+AddIJo6i4oT5A68RayejCAwAAAIAHQD8FjitNkxkvSRJt2l0Q0RA9FIkTZ9oyTMy5G8vZ4rsnut0WLoqS2u5MUb00tN4KNQjsQLTIr1MQhuf1JNYKD2YabheOmonzYKXl1bMTipqk5kOakEtsaQ1qGyJzy6sOXiHOFNfJQTzwYbz/1/v0kPKJ1F2YUGD82dmHKNlHtYaggFXLa3ny1Jz0J3AW0u8DYwehp34376BFWTDVBpc94fpOZDAxZPr1wx/kJOVn88eBvsap+zJ8uvtXHBzHrG3IV+i3Z8KH3vBhHFg+NMQgOrZJsWgQRFp/Hr5Y1DELYbZ9vXx6IeXh8Ujy49Xls2Y9P7dBFtcUHebmQZJo08UFZFyyU9oKMeWgqENXxtFPgSeht3tiiCut4ZUBAAAAAA9h3g1J4ClwSQQHAAAAAOB+cNcY5885F4ZRxCEV1bOmibJyu627MyJiqnip+dN8LItyajjLBCIAAAAjooEeqjQ+PzJ35Eg8dEWtf+aQh+nmzlWhNnW5idNzpIaPRlDDhDjpmnreI53JMsIBI9HYiuGxD9UW1V1OU+aV4QK/fjQexJ++zhCVscOx/AKL+GEdnYYdchvzXtjAY9R0Urjm/92FfZKcGgAAAACA+0E/BRCrM31muVYQAAAAAHBgjPtYSIsEM8pvXWOOfOveafWrBcp4Po6ISybsCJ9NZuvQpvOIlkSze4g2wYct+7NLpAEUroz2vT6b5asb2ZXm+fNicKDHvMixB2eSSC+3rBdGncniIcRNWjzBx9zySQGthsjc8qnlNWiOXT9wFMd/acQOPsmCavk+zq1B3cfp0dFHkm4v3kdtgoAJooDwkI/BbjakbiI+Soun81B3Sa0hou6CWt3QWaiWD5614WMYfZkbHsvQv3xwFEa6ZNrUFRNnrBgxNz5f+z4y3KRmua9h4miLezMU/ZwezOmHt5bWbPqXVzUP/V7Kmu2mBQbDAaJXgH8cbbpd3Fz82pURHa6J8QjRzCYj4vp7ygeL1ArH0U+B8xf0UGivcJEmnmKgvwMAAAAAcDz0UzDZsFMAACAASURBVOBp6HRPDGamaO5a2M1uZ2/y9UVd3ncyp/3V5LkEADyc2bcQcVB24PhX58UHM/rTlOnRBuemc684DDrwt4jTkmH5aLm/a51ENyg32O8hPuKhghGGtzv0RBMC0Dn69ZLqHvze12n6TVmcdI6VGr+z/3ua2mat4upozP1mr8Wlt3zJTG0qRGT+uQDOX1bkIumoEAAAAADA0RFPgSfAORkJoxhiGfcBAAAAAPeNfgocV18ezSALZppHM0qcaZNEnjYs4MJpRG2Sd7MppvZT1PXsbu9EJM+LeoLSInmZHG24h3GuNztjlEhr5gzQB7F4k3E4Z3wM4zDLqHxP8FdUfl4L55aXCauMByvuEcq4xyqhhasD92TxpX5y1D1Sg59V6iYic8ur1AqjfUzLTzwIw2kO0zh/pUD10TK0Yl8Yv/JxP57B0SRZMKPHPUcgXCVNgx1RT6qemFPbx7n00RZRgbABaSyrOr4jGn1jwwr9EfDbLW1QoEy+VOXhUZqeyvH+aS+iuoU2+hKVrBSNpklHxAxuyBeMLrR2bENUYf1HfJBFEV2m08u3JSe93/RcDxX/ch5O1BqLfpD4GqompfXk8df96Pn4i6h29gcv3SHLyyeJM2fWGKKfAucv6qHwyXLN6M9Op010AgAAAAA4uAP3oQJnwzHfBwAAAADcO+Ip8CT0TjgcLXRl8/BuKyJmV0oVUrFax2sOmBwI5lVbHF7N2eONMQEA4HRMH9/RLE+XhCWTCSOiVeKpKNIxEWcnHcmiho4/drt2lMfUb2kbm8mc8P4h0UiBdByQN/5Vr28AUXxt9wvGXrRKG6/eTkUh/Xb1LiRPNJvIwwvJNoe9vsCWHkt9oEdkbnnRznj77MBRxcHRT4HzF/RHdMeAJIOoulxpnbUmO2o3Ae9wAAAAABDYv59iefKY5TUslGlZ8VQjPaMNpUA22oXqsnzkWZEkQ0tKy8AkVutw3GppGsL5O+1m032Y5tG04XgKl6S9tNtt8DCZHzRKvRmn1Zw+n+hA3gq/vrE7sSJyLaHFPeyeFk8ROtx2j64v7eV9SxJzqodvXnn1HWx5Ac3C1XssbhLwOBz7UlfvUUcNmFtepeaYVO2d9tKb0ObRuwUjzw58HEb5FNPYgajOOGFeUm1SYXpUx85jesSiLyg9hzS9cR6Kvnm2N7EHv5EaGT13ri6gUM/94PnSDlqUwbHDdMv7BvhibUyBExGxzXIbFvDl0w1FWyzVnaxot9Pbrw9h/dlwcspddCE1Z7P6w1nlO5XPvzh4MJsnqmPSKeb/qv8d/2Ex8qsi3oW2yUZEsmTFXdPCoYtz8MU1eNgnnr99adWrDYhOSpw1U/TXofoOM3oH9iC0o3BQD/9bAjhZM7o8AAAAAACHQD8FnhbXoZUllSYAAAAA3Lf9x30Aj8VQl0Q6oqTSBm5tttITsQgAwJMzlKVSNWEAyJihuwrLR6acgdIfBGekc/sxOhTtsRoITT/AgRu4HtLTFH336gTDm275aKBHNJqju2I1fqdNCdms6Wy4XPxy6bJthRLSrlvX81eXHwCSiZPukAoT/5VHr61wZIo6oGAkL2a9PKrgAOdb0R5kI9I3nMQkByEyeC+9anyykj9o6uHCY0E/BZ4EZ/d5z3Jq8g4AAAAAwEEx7gMYRn4KAAAAALhfxFNgqSjoIJrgw+7i6UJcOIGILeMCZTx/RzIhyC6cYSTc4vTQCXU8iLu9kcJ0cxb3c4fszjDOqTNN9GzRaFPDzKW2IaS3OdSTiz4Keox7UdPywZL5ccVKhSl1E+MF1NX1EFPNhE0AZ+gervzo00Ld3vIhCXN3Kio/srGJwzd63qV7y01vqjZOZGgaiCHp7Bv15AjtAIH447s6C0MjC6L5I7pLouXDph2KRPT5468Wv7xdIk46m4muqzJZsdIeiOEpJxYaugwmTuchzemwzSwt/mg3Iz7qYqWLV6y+97lk7EM9f4evJzm/jf7lk79O6hMIluHB6ZvnJVwS1ae9dnpMbvxUVRP2qNaJJFPniEjmd3lg52y4XP2aGw330L679xkfMDL/JESrGKO+qwUmTOeRXMphgQlvWQrt0lZky8bg0E+BJ2FK1syULa3k9/AacWNvflWXhNpXAgAAAABn4R5+gwEPbKiTYjDyoukTKF+8LN94rvck+k6EgwZWpHyn5B4d6wCAk6WGJAwVSD/G1HCJ8ciLng25qHxcYOEnn7/Nni+78yYizmUyejBLF3T624Fd63xrMDLhvnpf7Mm8z2nTbLK6g9ren/fLmyVVyc5dyma5cSJiJF6x0omzSHfGyH43n0Pj2TGDp8RI58KLAihssmKdJrNZ3kmH2Zyv6jT55b7qgTv5B6d9nUzvcsdNiiOHwwoX3tPuyiZGRAxtcaQlAxUPHX+/PIu+pR9uZ/HYLX9fAs6Ws1aYmhQAAAAA7hHxFDh/0zNWREyWOWfp2AUAAACAe0M/xSJOyxrgtPAqm43lhckX/0Y26syaSZ7LiNtulAJhDcnDOB6hDPNolndJos0whGH7WmmAjWblSEd59AbMDWescHXmJXnx1W9fXT6/Ts6yOfL4jsdg9pWpvlgOLsmLGTzcI2umGserFZh/0OavMu7gFSJ1qKR0B8R5H7L3qdprxf6zMLGqwZM4eVjH3PEg6efcUB7EuNi+19tu4rEYPmhRC3vexl2wfGh8R3IMkz1qSg4Odgg3lKrfKJrn/SdSFg5hyJo//SdotO+dASJGOu8/yUdc/Tgd9lGt0vnipZ6GqGpfPrp+4hZE4zvSs2DjbKb1HzZ86DfY5tGUAUYkHVYgYk20aX/Qgjan31rm3vZqy4crJtkQJTp6c7Ih9j839B2nOi9joz/CFbXvSp22VSXbl0b4IkovvOb5uEn9F1QsHcEUHdX0s1j9dI5qiE53X0rI6Kwp9au58qJNpAc/HiKjnZ2oSTZ52x/K4Hsi7vuXA/C42M1WKwIAAAAAOBjiKfAEqB2Yw5wWb3IgTuk3BgAAAICngX4KPFG2jDsvsrynp+DA/RR+wMjoIIgqm7c6MAHACdo76N2bG3i5fItPx7wj27H8IKcZ/nupGxrahaFhHer0HEOjOfrGvvWbuGvL6QcnbOLQuA+/j9FAj7Z8G7seSIcelNWKfrthA9KxD21wuzHSuUGR+fNVT9vhi/mxEmHTG6b9w0lnF/zEH5k57khVK76FwZXjj4k6ysbXUO304ICj4Vdvtb5fMR40IbF2JIgRCU5Tvbx6vlNP/Vf1PXHk5tfEgSGD84P462uggPrFUC0wOOIjXFGtp8e0fQemo58C5y/tkpguza8BAAAAADge8lMAYxzzkgIAAADAPSKeAku5bZBpMprOw27jPJR2G/zyTzsC0hlAxtldECTokmi5bgLn9Fmv7E01vtn1jNGIK4njM4UJQbSIwaEwYdd2ngYl0lEwcT72niDF/m0MDagZiiieu7xDKTChhsDc8vdg/1ClaU5uh+/FCZ7ox069UPVjPvCelUwMMUjfREQbTBFVOPSp0zcow0hfe+IPtoGRIwsyPu1JPXTDTapXjMLs0xkl6mK+wMC0HW2B5q+yLukrlC6/XR/Pvwu3mGdx04tqFrimWN6m62+WZE66NbffN4x05wto/rUmmFcuHVbWN4tBj6FBNHMH17TF/MNJ2+/5PDDh4fb7GTepedS+RvyWncjwTBPTx4N46sCQ/fR9bQm2kRYYm9FjguW7EDcg3YXoLCUF8oFdMJmTvjlTinCIUzr7htEOWqSIy6cVBtLmRu8wWfh6nzvGU2T2t6LotaDuQtqkaPBaNvhR481s4ij6KXD+RvomdEeKp3A26f6oGnnIlzcAAAAAPDr0U+BJcBNTG4mIiOl00j7guA/j3JNKpen2HYY28ShND6MYv3en3tnDw6LDDzLhBm38Qg7veo3EGsxdUb33NNFwrsrp72zhw6TCKP1htLz3qcYDv+CGPuHblrc30IMCcQBFe1vddAuU1h+B+FD4p+ryYf3+kS+UBlA8uJ0NPnz9R+Xc0z0UtJIaineo9Bwh46T3pdQ2NajCdE5kV5a+PKNXc/hslhwCG3+RiAskARee8hoZXrF+Pno8VHL/MAp1vQd+lZ/iawfHtucPA+CJmNXBAQAAAABYiH4KnL9FfQ32UDfDEuSwAAAAAIDE/uM+9g7SPh3pvNYJ5fetGnBehumLUmb0x6pLMzjGtF1QUzPsNkqB8Id6eXsXPV9uxhJnRs+KiA0TbW5exRVGyk088sKWo7/w0102Zvw4xB0ZnQBC53Y9wbbheTfqQR5SnX39LE8RtUG7MEITrrRadM33pbcMqopqnjBoIqkw2uLMGtQEnHsv79DiObUCkbnlvX0vxNO19x7tvWJqz5OBg5p7QsdHZ6QFXPtH/4rR8p6Ei7WRuO0DX0pDxyRq0lCaw6HlHXUBdVRF78Nq0YFNPITJdqMvDT2DaJyISNlsIEqT6cv7UR7+mFR/+EOX5NGMN5SHH7arPN2lsLHpt8jqi0ObDy+oMf16NPsrSlN8nyR/HSOrDz1VX0IDZzkdtdFWEw4Mac+vCYr57fprtTp2bSbSZr36mPkNNjXooyqMSP/vC2VF7ffEoKhJtt01J/0t6ecvk8GWOJHxIxCuODwypfkjC67W9GtolPQxumyKLL7Yo4ywaYLY5MKLC+SjWxQ142z6xhIfE+UOpfox4Vw4SivZhaGPqolyrYXqUMfMzJsMYdzUHyfAIzb3Q7rrePEUAAAAAIAE/RQAAAAAAOBU7D/uA3hExlNURBOXGi3satB+KSeCOUqjWMOj8U2dPOJjoeFRFZMa0BOiHMcUKgXmDusYjr7TovK0At70knhAC8KxRPoul6jC410EC1s+nboLe7dEf40MzIIxd1hHp6SRsWEdUu2urycOIx6clePwBt+7wjYNj++Il9dDGNpdS+oPa1Yny0hLRobe/QeHDAwcXR8frh//gYNTtTAa7iFNhduyKdas7kMtbT0wRCJVyXzS59si/tjWm0paMj6YwhsKIE+XZ1pVC17x/QZHHrXjNEQ6l5ONrgff4KaeaABIu6IcRtbZUk07JNEAjaFBWKlyYMWqwnT2FnVKkWjTvny9U8nqnQL9qqNtmtk6Dn60ccaO/w4KPLRFeTQBAAAAAPeIeAooXJj20iV5MV2YONPeRWk14/Ll3bwMK3YX59GM+h3iaIima9cvN8a49GaHiCv7+y9s1Mnbkwx1Ui/wSMId9ZZPxae/cnGTFvcwzqxhYfrMVF8YhbKJ4eWTVoyM3KedG0mh3/IVkcnFuo7dwbZHkx7KwoxuD0htt1rg9EV3AtXMXlEmMElWGY5y6td35z/cYlKgvn8+OVxiYnLKkQLHpt6AjRNGp7tQLWnvxzbL/b67TrFuAVs99B++khg6GtHHd/1Hen3UwnvCbSDiwGeqkq8x2YWdjbe8KYOad2W8oTL8hhJtr322Xa/+K8+cSJwpUJpdy5ubzz6xny9ZN1G7vqa/Z0Ylk3CJ/hampm8x0rkUnfRdP5kxImKHc43Vn/vN81FgRZxWs1OyarNvQGdFkW5LkhVj2umolMmF6tvWJGSdVlFHtWIa5FJfME2DfWhPtVPphecvuaZc9Hz9tdEfIrWGKGilSBI0ZuGSnrSXUV7M+O1C+SqepoTU06CGoku61O7u5yb+wRJR05rm6u8Lba+jTUQtVi8vtYXRWUtf9WoNs8z7rQIAAAAAAHA89FPg/M0KpngY+yW2AAAAAICzw7gPnBu7q3/zm9xM7Iw4WB7NhjrFsnFTh348NX0jSiYdqcFxIkOxzcMFElNrnlvA064XxfQNPV6H2se9I5MhnbMwfhjTYR3q6RuMp52WJjPt6B0On66XJ+8DzR9VWsT0faMpUT01fWjDveVHGh4skywPmzSUNLSNSPdLrEgQu17/Udqg/HRDIwiqOP/22XYUp19S/afZk7CeTrX1X0Op+/w9gsPGKqd8WL4PZR/a9yp4vsjqlrXjPpqdbapSL6zwYMUPB0UNS1/svsDct9PB94GBzI2dxU6aq0L6XlP18I0wreYUVZP63kDqpyND14kNBwSVNm5qM6xDIu3BNCKdkzSUrLRntIURCTK2BgXasRh+cdau1RV9Xy6aFaP8l23O2vbFVR8/G76N+0s3M6WI2ORzAVBx0eBs9XZS9MZWPIjRvgw342MWAAAAAM4I/RQAAAAAAOBUPOlxH1brplFD2owomV1VZTZ2CmyWzjQRUqc2yJJ9vLvpK1dzr15FS6IJO8rNJipQ3gXzfZSb4OHuNngoIuU2OGi7ZPoPVwYheFH55dKQiig7RLlp4i3X8zry1OEeY6pGaNNknC7tSlQjguMpRaKobG2aj9T4+I7RQPT+p9TYdbVAZe5lMrFaTLHHwVQ/CB4d/SBooy2iI+LaPwZq1ibLGMrQkwwlmP0arNqWhhyPh9a1e9oUK7Wg5XjTPRHje9rvU2Fkc/FR9fsoRjq7bJ0/CPUfm12wYvhZrRxS6fvCYsJFPta9DB/68x5NKNDuR7M4r+d3iNbrfFcLGxmdVh+u71nttKVfsnq1U5k0f9RTljQPi7ze0jqz0hn34bPrD422GH45N/H5Lnio6v1eqb4NdpvhnDgx1SrWGWP8JeSqA27E+W/g1knWO/jIiRNj69rEWXHV31acM06ktNV/5frC/dEXvvXyxebmpqz+LyJXV/nVVX55VTx/vvob/8qnbjaSianaZKrBvUaMiDHt0AxjxNp2952rXwLGOOfq6desE+fqaVz897WylKyqWaSaoW61qp/ywzGK3EnndPvLxo+/qC6AznUSHPC8XbG5MPxz4fnyZ6p6Lfi9U0ftDV1I0Ywz/sWVtcvrJdFvomgX/LPphrKBaTKKcHm0Yroj8QQiaYHZb8NBDXv8Zo7mtot+1KWHQn11R7vU/2INHsx45YrISi8fSBsw9H60nz2OOfCIOXtCXQH1pFGHfU0DAAAcwrbMRCTPnBFnnREx1omVTJyUzuyssc44J6U1pTXWiXViXeasOCs7J6UVV4p1ztmq08FZK2KddeJck2Ck+Vbms4MZU//8NUYyEWeqLq2qk6HqA7FlKSaTzd1uc7f953/0Qdzsrf3ww/o+2fqtt29fb9frfHVRrNdFvs5FpCyts5Jnpqq8rl7qe0ZOnC3FOefEWSerVd1EV7qb2zLLpCydOLm6zo2R0po8N0UuIrJe8ZUOOBj6KQAAAAD0++DmarNzd9tsu5WyNN/+xssPvvX+qsivr1bX16vrq9XlxerqavWpTz7/3E9/6upifbHOV0W+WuWrIl/lWVFkRZ7leVbkJs+zfChLZKMs3c7asrS70pU7uy3tdms3u/JuU2625e3d7vXN9jd/80u//btfee/912Wp3CT//37vq0UR3KHK8jy/vFhfFPl6VRRZnudZZkxmMmPqzpJMxBlr666U9SozmTHGVMXsrr6pvNk4ESnomwCOg34KnBt1is+0QDzfRxPEVm46IYAjemocbsR4OMdJxXs8EsqAkZ6ouaFz2r98qLwaPK8EzyXUCvf3iIJ2Fo2eOoq9z4sab3kkEwdftIuHI0uTsQzKiyueTEGbdMNLXrb91BklevbFiYj+Rm7bmo30BUtHeubCqJYMr2jrYjIuberQR8LcCyxqUtvy5q9qLgO/a/7Xn3rYMSTzkyY0SzpB8sHDonnrW+WliKyzekhsbvq/TvQMlKhOX7Op3ldxd0BT6cx7ry63pXz7u+7rX36vsNtPfOz5537q47/8r717dbFarYpVURRFnud5kecmy/M8WxX5eqWNRz6EPDd5nsvotv72L3xWRL7z3Ve/+Tt/+d/8d786UvK/+JVf+PjHnj1/tr66Wl1dri4vi8uL4vp6fX21ur5a3dzubm53t3e7zba829rnV8V2W37w4d1v/eE3/tf/7Qv5qnjzo2+ZLCtWWZGbYpVtt7bIsyyTdWEkN1kmhZH1uv7maIxcrGx1UvJMLlb1iVplTjqv2XYSjfYCqMZ9xC/qPFyejmVoKO8GfqBN9GJOV7PN2JzqYTJ8ww9Eild1zTCZesV2FSeda6994xrYqXnvazhr9FPgaXHOGfUba5dzYu3UEahTJHkohucodUO/nAEAAMY5Z6wz1mV3u3xjs7tt9up29eF7t+XN6zefX/7QX3v2i7/w2XfefPbRty7feH6hVXaKPv6xZ3/9hz86Xubv/zs/8fGPPRt69uqyuLosXt1s3/vezYvv3fwf//DPfu8PvnpjLt965+onP/9ZEVkXUhTGOZfnJs9kvaqHeBSZyzPfX1TLM+dzSdi+jCcApqOf4umxYbqaXZilZhtntbRh4ky7jfNi7u7GEmeWm7jC3SbYYpnm0VTvN4Vs3/yjI3z9UcJO0+Q7ss0xyYpcRIoPv1s93L39cQmZKG4ifuj7jJMPqkeQNXPRh2vfHdpoZ9MCwZIkcWZSfjSMIl0yPYxi/P65enddvRzVGnRnfHtz+a6dTETG3ic6uvukmxYo0Xt/VaRndV9Ai4/wxcINDVfYFIie1wuMvyNZ7Zyr7w9RDT27EC5JP3aiHyRpDVGB6G5k3vNpEN7GTA7A+OeH/3hJ82JWdmVc4y5sYZnktotqiMPttbOQnsNqr/2hiOrru0EQHcOmZPNHWRdomjJwIXWOSVMw3DW/PDovWRbXGF2rM7+/dMq3++JW2bbKIJgZmzdHpfQn3BnXnF4nRsQ4Mc6JFVO67IPbyw9e5n/6h994/uzi537mU3/rlz9zfXV5cbG+vLi4vFxfX67l7Hz2M29pRXq8//3bP/3yB//4N/78z//iPXn+3Il94818lcvFWn7qX/30O1fbLBMn2+oijK9E4/910R/VpZjGGlQF0n6NKLNjGoxQL08uZTMQaNMWEJHgzVnJSZ/Hr7/5wleHGvCVfJwkL67Rt/0J9cd7FK3Sc1S1Osf1fdCMVah+yvc9HS2L68+iD1NtE1ENavnhiJ6aWsMs9FMAAAAAj48T88Hd9ca98cU//KvP/eQn/72/86Mf+8ibn/ivBsMHnqDf+8Ov/8xPv/vuJ55/671X3/j2i//7//mT3/vC1zbr67c/cvXsWXHxiefrwhR5bl01K4eRpo/sgKG0APZAPwWehG7ohOm7b3VCSFEBAMCTlBu7MuXKbEXEiLXNVIaFlCKyLbN/9C/eee9Lf/VLv/iD//6/+8NvvvH82bNnz59di4j8ynClZ+0rX//+yLNZnv1P/+efvP0bX35+nV+ss1XuTCY/+tOfWq9FRC5XLsucMbbIXGGcmHoaTsZrAKeAfgqcG6dlfra7/gKuWd6ZPdtV//SWF5Fq+EYb3zdUsru8LzuGr2F5zDsOPtxDjWFTwwTVGmJcB0uMH72TGRUywrmxnsq+yFKlQHVM0uXVW16Uh6+rWiU9ZFGQfBrkjAfnf2iNDEB8cNXHdda0LE9GVUT8cJtqBR/h3C6vL8WpuzqUItQPJFGHFM3VDjkREZFNM/rGmOx6VY31KC/M7aqshtw6a3JnMmfM//KPLj74zod/59/84f/yP/qXf/on/m5a85P1x1/81siztrQ/8Inyox/PLtf2Mr9b5WHk/8CVEmXwjL7cpWu1A0BM8DBJQtl+X2zKNyXjAn4d17/cP1//t39Fvx/qiIbxzx3gQdBPAdyvbvb5R5ClAgAAHNdml1V38t9cy6rcXGxffu391R/85Vvvfvrt/+Qf/OTbH3nnP/wHb2t1PC1/9e2XX//Wi//9//qjX/v1vxgv+eM/VBhzZ8zs7CEAHhb9FLhXzom46bc6AAAAnpBsc/cP/+iTH3nn2X/2Kz/zsz/zg1rx83e72X348u7lq9vvv7j5x7/x5T/4p994/4PXn/iRT7/xRn79vPj5f/0H3vur91+/3t283r2+sTc3pYhcX+VX19n1Vf7Wm6sTjCQCMMX+/RSzI5kTx+7WXN5C9fd0meQAjqhpUce3sMtWY0+L5Hmcunm1eR08TnuPo2ERZTDdhk3n+7gL5vvYvQ4eisjuJliyvYnm+yiddc45cc5ZSefy6FkSttDulGNo8nkn2qnzg/gKq5YkH3GmaXMdr9dM82G0vvpkDguVrzCMsk62E8euqkGKsy2vITDhUAQF0vLq+I5kydzyMe260Wo49GgOtcGnTI1BPZahs3CMkQujZ1wdvtFZHpbUZtPwb6BD03OUWnzvziqz85RhzbmfryHcB9duMXz1pUdmYEUvHloy+XSNv0zSQYD1e2dTv8+W33lPNdL5IPX7Uu17Z/6I+I+InyG7+tePR/TNzcI3vTY+vFlctW3orTTdbjTBh29q1Oah+UH8U/pQiMnvTFlY0m+x2lmbnB6f1zA8S52DNn3bIpJeV4mh7xftNRzvQlhMYn6nqkvIn5TNVr4vxfXaXhWXX/7ej//n/+lPfu6nPp2s/SR8571Xf/6V7//u7//ll778/stXd9vLZx//+Orywlys7Dp3xdp+7ufeEXmnyG2RbTMj8pFi9SMflc7HimlPjhMRYwanuhi/XIYujny4wrpAuurgABC/JHoYFhiYQKTzMJYp83fEFWYmns4von7pOri5G1C/V6gFIuq3+ljS4vEtWu1X5Nw5UOoiAbV8YELpqEjcwnxKHZPt308BTLFLph29f1XHxNzujPvTSZxp3MF/zAIAgEfg9Sb7nS9m//Hf++Gn00nx4tXd7e3dq5vbl69uf/XXvvxPfvurt3e7t9795A98Zv3uj6wv8kJE8nxjxOXtb/Wq90Gk+SE34ccbgMeHfgqcm6FwCb88jeCISzYRHPmqmpmqyUPk/B20piu9yqNp2ztr0svfN3OujgvoZqkABpzxd6+9d23u/ZCp2rujWv1aV2Jy02mgwOSwiLbAQHzE0Baj8r5YdAw70RO+vHYQQpumhriFTTVGy4+oimIBPCv9y/fmo+XCh92gAyOdxI3R2/9QDEKqveVb58mrRSED/qk0Z+Rc7S5U/233KPhjpPqqSKqFGwAAIABJREFUzekdwKGPMhPfQ1bs/ZHoN1PtY6bVkwanNJuefXCj82sHLlSvPe/1aagfbjb1X3cb+z/+z//8v/8ffuOXfvGzf//v/kuf/9yZdFh8+OL2gxeb77z/8nd+9ytf/ssPbm631598R9zu+bX96LNtdUaevVH+2//WWyIishNp73JFF0YnbiJ8uSYFpO7RiE/r0F1sv2L0phq9Z5b6tQzgAOinAAAAAB7exUV2cXHx7mfeff/17X/93/7qL/zsp/+Dv/djbz6/fHa1vr5cX11drIpwLopTcnu3vb3b3m02m812u727ubn79d/65j/74+9889svskw+8xPvPrs065V84rNFnuWr/FVmpDA2GWgGACL0U+C8dUMnzF53aox6X2amarQbURUAACDy7Co3xlyujaxXf/OXP70u5Nd++4t5JkVuq7EPt+7yz/9Csu3N8+v1j/zQm3/z8x9dXVwUxYUzF7kxn333TW0L82w25ctXm9tNuS1taXe7Xbnd7TZ3my/84Tf+8qsfvnhx9+GLW+fsD/zEu3m+vV7bVWHXWVlkrsh2mdjrK/f5n13lWRUl8ar6umPEOR9Q4kyR1TGqaTgSgKeMfopHLk0uGC3oyaMZpP+xmyALZnl7F5aW7etgye51UiBMnLm7UzLxRMo7JR2Ryu7GcwXVbDmpmIi4Jjo2KzJXOinWVYifH9/hQwjrJWrCNC8OXmwedlJU9Ap6N+5JtS9+i37Xgja4JHzShTuSfOtIrtiowp5LOtqiif7ofSgiQ1HGE1aslvfTByzM/6al14nGeDjuAWjDMTrLB4oNjLZI0lv2X8leG7g8UGH0fuOXpzcnoxp8FHQzAqVe3pOA03WKddi6mF9BerWDMsJ33753ynAfkwLjuRvTxJxRpPf0DudqQ2mFUdZJP9zD/7KKc0yqF2azhSpfZufTwIXP109ZEzwUSc7KgLQhUb7MIUM5JtMPIjO0PGzzUIPTs6On6gwNnd88GXAU7VQePkw/h6MFnQu5v4lFuEI6Lsna/rY+u66X321Mlsm6EBHJMrkoShEpraxyJyKlM8/zVz/zY1JkO5FNbj78g3/6tY1d3e5Wf/Gti6986cUn3jDf+/7di5d3YuSNZ+s3nl+88Wz9/PnFD33m6pc+/86z66uLy6v15dXF5aWIbG5v7m5v7m5vbl69/idf+N5XvnF7c7O9vdu9vtlW/7+52W625cU6L95665Ofev7Jj5mLlVnndpWXeeZ+7q993Rixporv+HP/6V+aXESs1HEfa1OP4PBHw7qqgIhUnRb18nzwS054mvywnbBQ+3EQvfyTk7Xwg6MnoEVLkxlJ93N8lb5n1U3MrVARJeac+71lbvljmPv9Ifr+qabVTAsMfYOtqA1IRauoR3WPTWjUCue1cBz9FDhbbu43nSGLXmIiIuKc+ACK6iupT1QBAAAgIiKXF5KZuoelSPpNUkbcVX57ld/+/Gc//IXPunqGCzGZWONuRW5FnHHOiPvjL3R/R1XF2rsv74i886meykVEZOfkOyLf8curjoX0RgUAHBBvMcAYk/EaAQAAAID7QzwFHr2JcRMTi4m0OSk2r7erN5+5vH6ZGFvHLpqySUNdj/vQhq6YvE1F0fxhwuQZ9WQiJhuYmtRJJ67Q+ei70dEi96Fpqjbco1N0QBNg0l9sJHIseWosyk5dLsMxbYOrTBvosTD4TSYE252svff8CCGLNXW0RWdJdeswLl8t7xkr0dRcFWhvX7pwebKlZEBH/TB660pbPjeUdFvWYctDwzeiYPV0EEQ8x8HABtMVx6X1RAu0qNvO0INm0yZ4NFU0ykM6m44GhrQDCp3/zyT+/byqoPMG2rS1847fq1q8d2Te0IrT6xsa1tGZRMN1l3S22FzioxvbY3xQOTCq4mStm6/hRR7szLqoHxbN0JW8PZhORPL6gjOZsdX1bYwV6YZIuO4fJnmdd4MppO99w/g5zkSMtJ/yzp9YY0Uka14LvnQWD3H1/9Z/VQMx2nc87aRpzyeND0dhOPfQ35QA7IV+CoT8D+m9OOfETfhIOZrpnRETmcMk1vYz1wUflu03amm+r7nkKysAAAAAPCUn3U+h335U+2BHqfUv/8mrZm60o3cTTK40Yb27jRdFN9jTW/1lkOfS3oZ5NF/fhKXjPJqb10F5EdnebG1pnXXOurqfoiNNchl1JZRaFswsSZBlwxrSAr3s5C4MfwQvnq26WbiybXPobBRPMVBzGyDQFPCdHs0NEolLiEgnXsPfvjDBwzSwwpS2p3yzpL0rYkx12RtbtgkyTJY5KyKuc8NkhF/R+exURoyz6c0WZ6R3/GqnBtN92O3i6ubv6L5Uh/5uBEt6X+MDC/stiaFQ32G6pl6dp23GDotIehNsATU+Ii4QRjd4ffERVTF/efcXSDPVN3ETpikQLvfbbZZHb4VRMsuUryEOi+iUaAqE+zKU+jEpUOm0vJ/aua0WqPTFmEQF4oM8mOuxLSAiPUkoo2LJhkb+MNLX1LmiMYU9SSijh0mB6KNv2iehiEx9oaqfmdEWi+QbS26Ci7pIslrGeS6jCo0Sq3i7W0VL1C9deXiqV7myibnBSln4tbrsiUUKlqQFdtaISNFc2EVe71PWHMy6DW1Cb9dd3hMWES6Jwih8gW70RK/OF4nm2q1eC2EDRCSzpUj7XcovN+2i6itH/4Xol6tH28skOI9xzT3bCd8SkxIuLjCP+gpTT9P8bc6T7rJ6tGd9pXmkxl/vJ5hXLj1r46fp/s+yusVxJ91PgUeh3JYTZ9x4jEyu/24HAAAAABwK/RRYypWLusoOaHrExHTZOr5dM0N9x821Nx9KG4zTraNdqpAHJyLu2Gk7m2lGnJh2rtNmVlQj0gw8ESeZGNP06JvOBCXOuLpT2YitbzK7wdsHbZl65brc9C7bycEU6v2Qni0OXTFjzdMiKebsGgAAAIAY/RRYxDnnlse/LjO1e0LtT8nrn5e7u2oMhTz/xNXVG4XZNkNd/JCZsokwdAPjPrIwq4X/nW58xKXrpBqzPm+FqQaS+B/zxjXzmFZPS7O8WTUYVWGqjg9njHFSd464TjS6afoUqkCspsdCRNrxI208pxXXDAMxIt1+jSbM05l6f6oBIPXfJjPiqt/qYU5Q162kigQbDPucHVynd0lERq6GwdWHeyimbNHTLsQTMmOvQgsj/Tx/YJOI2KRp4TiOvuEbpnfFaLxGu8Vmk9WS9FVerdgpn9RcLW+GHPiSQ8M04pb0HMKxAp2Mj3UxPyZifByHTeLhXFigs3zvK0IxtC9JueaPtiFBkzoZHP3TTqQT4h7uwdA7zcjHWnVUhw6FX9rT0v7HQOCyKCXImlm/Pous/qMaTdOMuuy+2br0YUdT3r8W2iW2p/gw/z2m+lKRtbc3/B+5iJjmZezf+jr5NftfBvM/+muWrF7AOeKFjUVOJ5ji8JwUFwXzkgIAAADAfSKeAovYMrkTd/+O01eS5Sa/yE2ei3ODN92G2FKM6eSa8sEL/r5CNR4iWtiUrO7ljc5dWhcPbmu46h5FHbPgQyTa/H+2KSki9VbqwIqkQtOEY4iIk0wkiOyobiW2CeyM9Tk1jdgqpEKauyhtzEWnhc3IEefCSI2ogC8jCjd0fwbj9j5qh4qYAAAAACL0Uzxu1mizZiYRve4umL9jF07wUW7LMpwB5O5FMKXI5mU838e43c1OxuXKD6V6FEbHxBCHNJhZ0cQoXjxf5Rd5lmeX7zwzeeZevTAXFyIiZTjNh0gcHNyNacykE3uetLj+/e5EqkjlTsmgU6ObRcIvt92JP+ro43qha2tP009UhZvOjmaLRlwn1rLJPVGtVS9ueyvq37Xd3or6YROb6lwWBIW2hTqVhANAmkEirumqqAukXRVh90cUU9rZ904xL+rv6K4TGewZCcexBM/0bXFI52Dfh0lt6jhGB8RBh29UgmLSqbkqaV1SwAUrDs6+4YVtbdPyN8vLcJX2zcAXqFeJGiClTbYlIslgh6HTMDQkYWScSPVUdIjSVdoGuOjfqeZebEP07YYl/Hb73nONSPOeJYNVD40H8Yeo+yYpIlkzUYXfkA1Pa9q5HU2HUYQfC/HMFxMkmwhqSBuQacfVaicwqiFKM51lVkJFPN9H8mluojYHD7el8g3n2Tr+QhK9uNJZeKI5StRhoxd58B0marCItJ93U4XvG9ox97Jm9hNjrHTeqP360Vu38W95Q28ZA9Q9cn6kqrPSfbG0N0VK6XupuXBq9g7lIJh4Oo/4wogGjERHNR1OEk1tlp6FZCCJctbU8zj/g1W9MJQK069AQyUr6i6cn3SXo6P04Mfk/huQXicPeyHRT4GA3SpzdJ2O2d0Qk5kiE5F8XVSTfbh9xmQ7sZ0uGGfrb7PBh6VrP4d8H0QkWt7EWXT7Gtoug7b/oq25/rXfCcQI+zWawj6CQ9qZZZ20+TVd842km1/TJ9QUCZNr+i8x0napNDEY3d6KOO9Gu2nTeVaCMq4T/uE7LFxcRb3crz3QtRG8m4Zbi9dtnuiUSq6LobfvoXft+dfVIakfNgAAAMCDmHZjGk+GKx9NP8WRGGOy3IhIflmIiGTZEXtEhiR3P+beDxF+ggIAAAB4nIinQOuxdFKUOyfSDkrwnBrBOWp1VUcSXr1zvbpamTwT69ZvPTd3t+KsrNfiXBMkaoOuhDbkIeukmxepknfUS5rIgiCM2FXxB51Q1CbyYijCoqszAKRdIhIv7D7b5LYIB4B0IjvSVSSpsNO2oUlA/HylVboKaaIemgAKP1mpE30MiERl6lZ0Aiu6nAQrNv8E8RG9gW3RIehUERRugyOSAODxUSETVc1TwxEPLxrM06cv2HWgQDjsouyp1khfnLkLV/QvF1/z+PAN/0c6+UXVVl+sM6KkfbYralsaVlWtmG4omk2j3YXmj3h8hzoKQ1O9f4yVj7bY/BGv4ge0ySQ910o0EGDsapokauEeFfootMjQ+2u0vI1pj8+aAPegCId7iEgutvsw04ZpVMZGc4xezD23ScLhPO3qzR8m+Kdr0pdMl3yHserXIeAQotjb+3fYQRMH8YBHQ+inQNf4oA9XWjuasdI5J06MMc4655yzzk369NzTwl6JIcXlanW1EpG8yLMiF1uaPJNyJ2XW6adwwSew/0g1VqzUvRXNL+62WDX6o/u1NxrTMfpJ3OZr6CvZlzmhamqQ6EHhnHRmDA0zRDTVOdv5DhEehzmGkmt2t16VjPJrNkvat85uv0PUB5F+vequKJ2PhLQzIt0x11eyecqISE/PhWpg8MghPxi6F8dwio3xHgoAAADg3uzfT6HmWzoA7XvzeLeT+jVf77XSGlBqNeyT2aDDJhkj12bbfbjLV1GBi6hJu6C8iNjtzm23nYfl7nWbKXN3t9veBImpdjfbcmddM6/HNsyLaTKzu7PdLgNbWv3Qj1LnOjVa6s095Ks8X+UicvnWRZZnxeU6uyhExO5Kt9mY1VqqYJMo5MTPnVH/10lmxFixmUjVf+E6f0sdLhH8BHYiTUhF3QERhlQM3Q2s105CKoYWhk/1JarYX9CjMb1bZFhfQEHTSxD2Vkjzk77bC572PjRLupdW3GfRu2J3eW+Desv36n/D2aNrY0Rvf4Qz7aadkb73xrhtYVCDSHwnLkqH1hZLVmyCDnz9vqSItLnK2jMVvme2UQ82qDntAvW9otVnU+cWYNSSpny0Ib+8WeJrqC60dPhXVSA9mD6fYturGfzbRmVF1Eth6HU16R5lR7ShtMt3KFjAv7LrqYr8ci2MYqjlqsE3+3B5usUoLWWafTl6l9I/VdQC4XEt8vgEJ3k0gwK59laQfp1IXpVKE6MslT3v+2EF6dta1Mg83oV4l6N7+Ok+DkariYjIuojzcOtf28K9SiO5XN9+e2nQQdRmn8yysyRYJYv3KKbvQtjm9lOp2VB10Dobct3lQ6NE27RQ6VuPqUvEiweqGlwevRUNX9Fm9C6WvxfiP+Wjc+aS9zwXvsKj+Avn4rybtjmtzW0P030oTZRK+0HWrlqVV9+tp5pf1dzymG3oq+AZUN9/Tm2X9++nwCMVDe6wu+BhuYvf/W2nkyLlrIvjGk7rCp+q6vvI1/WHmcmMkUxM5qxz1hpnxWbimi6Y9re9FZFOT0T15d2JsZ0PVhd/+xvvegAAAACAJ4x+iqcn7Ah3u+B+hdvFXRJHGl5xUrIiy3IpLvLVs/XlW1fZKjd5ZrL6Jp3blc7sjHUi4ifDqHscMyMma3srmj977s1VvRIm6+meiG8FNh0c9Sqdbv503fa2Q8/CHmroRO/wk0PEXNynKKqiWjIQoCESFus8HS+Pakj7me7jpTJlBIfE8Q4AAADAI0I/xRPjXLefIoqGcM65qBcjWXIK1IEhE1UxFCYz2coUl0VxWRTrIl/lIqbqgKhSdTprne2MczLG5Hn9uz3LZFVIlvunJM9dVpgib7NjmlyyrA4mzPJO/Hve/LA1ZrcREZfnxtWdAs6IceKyzPcRuKwwdtc8NCJi8zYitS5fVd7tUwgSYVZPh7/Po/BIMcGoDd8PIj2prTxnjP/ZXq/e1NEGcIqRzq/sTvBtsOJwTNrwb/LwqfGHx6BejoNtGOho6Is1TQp0n+uJbTbSHTQRDrsYqd+5oEA7jiMsGo3v6Iwrqf8tm7EP9UNJ6nEinahsf9FF4zX8w6HxGl7ZFmj/G/xRP4xbEo3OGDL0fPsO2hzudsFAS6JiqmiHe7or973GJ767D9W/72YBTOVHmnTexJ2I+OEb/sNgYsB2t697XD0moudton/N4YnJ0uVjbx6dUSHN2/VD3ynpjCFNngkLHM2e9R+/YdjfPXxBvX+HveTop3hiziKYottPsSRXhStdtsrywhSrPF/l+UVRXBYmz/JVnq1WIpJfXRZvPJdnz912a66elasLl+Uuy2+efdSZXLLsNr824jb5tYi82l3lxn4k/2BV3t0W105MttvY4sJK1qTjdv6ufuF2O1NkYo04K5l/Ved258tkrh2Dk7uyNHnmbObK9h3AiIhktmxHVNqyzFaZ24mYzie9s1n9Su8mp2wKmOTzr6rNheV7viV0ezTmz5wKAAAAAD3op3ha4uQUnQk+7K4sOw+dc27nyk7PhS2d7SaqcHKSwRaD0Ra+RyPLjRhjd9bkxmRGCrN+vjJZVqyLrMizvO6k+OY7f+OuePbj8iXrTLZayfrCPnu7ytW0vXzDGCMipbkw4qQJUrFWvvjyM9uyTby3bl5h1eQZeeaK3JbWVAnVcuOcM1lmMyNV98Q62zkxmXHOSWZcbqwTszI7MVLFS2TGtp0azW2WTPwf1jhnnLVZntlS6s4OsyrbVKkAAAAAcMropzhpWxtP5+HCXAZZnqS9jGYAuQt+oBqR8ubWbdr5PravN9ubjc+muX29LXel27U9EOXG2l07I6nbWuekmoK0YjfN/KPOiZFstX+Aw7je0AlXOjFSDdAwucmKTERsaS+er6SJB7l44+LuxTZbZSbPnn30ert12Xr1xrtvl1fPd1dvvmO/t5PV+rr47hs/vHqjeHX5kRf52197+ebL7eV7H+x+ffPzN9/bisjH5bsbs77duN1ObnemLE3ppLQ7McZaa4wx2UsxJs/vjNTtWa1zEcmyLC9MZozJTJ6bYpUZI6tc8jwrciPGFEUuTvLC5EaK1So3dRaLInNSJa8wkhvJMlfFXeTGOZEqW0VmXBXWkBnZltl1kx09M3ZjiyqOIzPuutiIyMYWVb73TJyIu8i2ImKMNU1qaxHnZ2LPnJVO2KePv6iX1xEfthsXmoZXRBN/pBFu3QEjIq4T5BnMitpd0Uoa2TG2laGwOrWHrWfFcExEp2S/uOTwJBrNYIS05mqLUbHgWZHu0IZoSbOhsIBLlnv1Jprld2WQJt2n97dRS5LBFPG4D9+A8I+0ozNakNa8DacwypsPMV9gExaI8/xqfatm70EUjWgTdu5sHNJmswke+0dxcV06HUbNiPRdBlH5PE6WH48EiWay6JnvQ2u0dlriCTuiTwOThLDn8ftEXCBqUjRNQ3qUo/Lp1BXR/B3RQxEpsuBSiLaQxsqqIcHRCjaahUc7pOlJiSbsSCeGKKK5LaLyPfN9KI0YepPsfzY9i5rBK3+A32JnMIVIZ9eydnnwR3qsmuXKaR34WOxK9yGouf2jPuVTD1K76WoWsGYXfHqjevrwpj1zpv9wIu0lOD67R1cduZlssXeSr+4S8eGhIiKSNd8T6o+89tUa11C3NHkxRCcuujA6Zy2u+XCmnkccT/qGcPbSd6SH3Xf6KZ4cF87osbvbdqf8KDelDWf32N2FIRhJtILddZYc7WI2WXb5zuru5S7LjYh89fmPfubuq2uzzfKsuMov3rw0mSkuitXVurhcmyIrrq9EpHh25ZzLr6+MGClyWa1ERNYXkuWyXr/3qZ96Wb7xpy/e+KvvyPvfeXXz/vaTb693t7c3t9ub2w9u78rNprzb7DabcrezX3JOqv+F3//8p5uRTIxUn1X1zwxj8iIvLi8urtari3WxyvMiy/M8M2JyUxQmz3KTm/+/vTsPl6SqD///OVXdd5+VYRZgNmAEgmtwwwVhMiyyOEYU1wEUA4ZEHw1PUCMRgvF5YkS/Bo1BQfySIIryBRF81Ogo+lMZlgmIDAYdlplhYAZmu8vce3upOr8/qru6lu4+Xb3duve+Xw8P01196tSnlq5b/alzTtm2WJayLF0a+EIpy1KWJbZSluXlLEoDZdhKxBuwQkRELNtLVYhIKYsxpmwpX5mVBsdQ2rZkJNfjRWWVLwMs/yrKClzbKrHELV/Y6XIeRMqNO0pHgl2+6PCv1C3LlfC5zJvivbcCf9f9v/HBa6zgabFyEaAC1yKi/NmrPFMNAAAAwAxCnmL2cUM/85x8aIgKt/YjSBvk5KrkKqzwgVZ6CGi/bff3FIYntVbW3IGsm1OLFs/pn5x3xEKVtXsPWVDYP5wZGswsmCc9fXnXtpcu3f/saK6g9Wv+8v4fbfvFU8OrVy545ereU1eMzVkwJzs0mB0YzA4M2P19dk+v3dNrZbJWNqvsjGVnVPyGYMo4ji46ruO6RUc7jlsoev85hYKTKzi5vDM+kd/y6K7dz4+NT+RzOUfbmbmL5mhxC0Wn4Di2rbyGGOWxLpRSWoko5b0oZU/cckpAlR8eopSo8E0n/86kVXnAiBY/K+G14xAREVfE9tMN5XyHUtrPL3jV2oH7ipX0hNIiokpTdOlDkeCyStmQQPqjlODwIgmMBlZJdmilRVVu6+lKgiNYif9aiS7o6qfB+HFcawTHWrc9Y4NQqvL0UoFK84dS8OUZpVwgssTwjIFi0QJONNRQJJHGDkGRW+s9mdD70YnS9yiycfw4/fNH5Aab36bAnxwZY9LIL5kNf5Unc+UC5SlJ76B2X+Qk2/gAcQ2uWbzlWcObGZjV7MqglaGzthU43cYK6NDb8EktfqM+qVqp+Xh7irYph+w1rKgWgL9S0T8F5X+1SJVmFLW2hV+LKjXYLJ8UI03Jyts2PhRojT/ONafH+Luv/D7aiq286PAVRbWGFRGNRtD283T7Dwy0W7UDCSHkKWaZDicpalAi2rEytltZ3NwVy+evWTFv9fKJufLCwPLfP3/Eb3635+zXHPKG4wtzF8/PDAz2zJmrLDs7OJQZGMr09tu9fcEa33P2q2NLmd5sW9m2LVIvn/LGE1bU+iiXL07mnVy+mMsX8wUnX3ByeWdisvC7R5577rmRvLYG5w/09LrFYr5YTN4MHQAAAAC6hTzFTKcsCaS0daRPx2SlJ7dbcJ18cBxN0UU31KdDArlyR4srWlfp2Wxneg5/7aLJURk8JLPoDa8+uGTV4/aJzz114LC51kkL9i5ctXzuiiPmrjhC0Fa9PZnenoxIb2T6iS9fHplSKDrjk4WJycLEZGF8snBwIr95884dzwzbc+eIuBOFXMa2MkpZlvYzvXapx2jl/pIuv/AbZfiCvU5cLbal/deWKvXZ9p/yalta61J1Xhf3SmsOv8ZQb5TK817DNx9UuYGGlnJDBq/fin9zy9XKtrT/ujSb6Hg3cgAAAABTaErzFKb2WMZmMPWbNJln14b2trG201Ha1GLXMS7CrVegWGX20A9R1RPdBkNW6Ia8zuXECTWaKE7ktdb5scnCeF5EipNFr1VFfqygXa1dcR2tHVdrcQuuaBEt2hWtRbtaiqJdLUp0UbSyVG+fyk0ue8OL56x72SOLz+l5Yc+py/OLX7Q6O5Q55LiXFCcnMn39InKaIEWyGXvekD1vqNI+5dUvCeUyRg7mRg/mxw7mDoxO3rtp2x+37s1n+7J91uCA5Q2HYalSsqDohDIUpXSG98bvGWKpUKcSCRYqdS3xUgmWpYOJD61LI+epUrFy/iJYWzlh4VdiK62sch8BLcqqBCLloJTyBhpR3vTKeHg63ELTT8YEpjvlB7Qq0Y5UXhe9nhTxE0bgC+oGPo506MgXVbCsn1vxXuhAgEHxMSZ94YZTlRlLvS1imRk3vER/t0ZH7qwRSXzYmkp6qPReqopHUu0BuCG5nAQp/4QXXoRfs7GTRWSJVmx8xEjDbWOEEfF237UaTfk1Z8I9NyK91mIjRJq7ukRXIbyO8bkz4SVm7eg2sazQlMhGMz4tOt50LzISZ3yUyqJrSSDybHhMyvhei/zxtWNDPEbWu1gZO1D7/5fAtu21QwO0ZlS0YZpthf7URgfmrPL9DUUYv2KJljdd0hivqSS8leIRWuGVsiXe+M5bhK5dIKTasMch3kVUpQdcsKuhSPzYVKaBNs1t3U0boTw91NEjMsJ0mBapOcakFZseiTn+zG/j+NMe45oaC/hKiyhHUumvoUSCB2r5S9T0Y8iNs1V9AnrgU39TRA+YaEnTl8VYwBNvlu9NibyVehUaV7rNGt/vaFy8B3FbNHgcTq36QbZ9m0RMaZ4CnVcamcB/67jddCNUAAAgAElEQVTe/WUvSSGBrh/eozFCo2bq0nS/u4Z29eCyJcte9fKeo3v+v0PevaAwfO7rF698w6tE5CyJ8pIUmHbmDvbOHewVmSMir3lpqeXLwYnC3gMTu/aM3f/A9h3P5xxbTRQKvb3T4AwLAAAAYHohTzHThZPT2nFEpJgr3RfyB6Rw8tFbBHvnv2jB8/9r9/Qsfdkhz1/wfyae3HX6MT0rTzxhcNkSr8DpgllksD872J9dsWzuq19ymD9x/8jkvuGJPfvH79207cmn9jq9AwdzxZ5e1ZOxxFJal0bc9Fsd+KzwDd7yk8gqk1SggNdWImOF5w8IjPcZfavKd9+CBbSWnowUy4e8V7EWUeUbH7YK9WeyAm91+AafN6+jK80HKouOdYoKtpLQ5TKeTL1hSQAAAIDZhTzFTBcZstiyJofHteM6RcfNO4XJYjFXLIw7opS2su7BCV0Uqyfz0Pv+7ei5xbXHyLKXHrvwmBfVqhuz3IK5fQvm9h21fMFrXnq4P3HvgYl9w5O7944/8OD27bsnRiaKjnYt27KUKEscR0REiXj9k7QrllVJUPhdREq9P7RIuUGQCjQl99q9V5qm2iK6PDGYX7BFu5VMnSovxytSfm5rtKdD5aNAYf9D7addgj1J3Eq7Nz/ZUUcwf1E1eZH3x4WpW5cuV+SvY63ODtFWurFhZSqfiEi1zhElwWFCAuqM8FG/gXC80W6lOX+4M4NfMhKbjjU8rz/ciP9pwt4bHZTNltatxtadgXqz0b1U5xk0nr5MQQKHgbF8rx3u8Fi3i6UEypf6fQSG44Evo0OdX4wPs7DCX8dq3UC0VN/ISqqe/yJdlhr/pjRW1A9YVV5o//9VeZ0gOt34OSiyrEAvDB1+2yS/80X8gR3lAuW/1Np7K8G3IqU9auwZXUX0iCq9LS8x8jawCG+JSXvl1eZtRuMR7ovslO635+/mEQh0DXmKmS581i7m8t5QmvmxvJN3innHybl2T9+xf/mqzXPOPO3Y3mUvPnbhsSQm0LxD5vcfMr9/zcoFb/jzUvLi4ERh957xZ58f23T/09ueO7j/YHEy55RyAballLiuq1QpjWBZSkSUpSxRKtDKINScotxB358WyHR40yulrXKCQ7uuFUh2lIZ+cLU3FoBb98d5/Eeyo8V7EKyIaFf88RkiVzXBOqte8VUuKQO/TTM93b7EAQAAANKDPMUMp63QTcniwUkRKVp9bvGgiLzwjqvPfe385a96xeCSJSfVqAFo0WB/9sjl845cPu8NJ5QyF2PjheeeH9vx3OgDD2x7+tnRScmOjRds4+B7AAAAAGYB8hTT24H8UGRKT98iEVk4ttN7a4ny7i3n9uwb27lHtM6N5p48+SPv/fgRR578JgGmwtBAds2qBWtWLVh74gpvyth4YdcLB3fsGt206anHnx7e9cJEJmtb3iAXtrJLnUNCabdC0Sk948OylPIaYihVHpxCKbEsyym3c1BKlFLZXtspunam0spBKdFaS3lwjFBWz28a4Y20EXwRUZ7uhae11uVGn94Ux3Et2yrkavdIKI3QUXqnx0ovarU5jT7fIRhq1ekm4XxmlYYqpbexNifhgXoTKNUc7ulTs1igZYqxYa9hrI94hd6uL6fJ4useOTYSrHCNUL1FWeVP/Wdn+Ivo7wkdKg3vxpoiDzXIhJ/WYYffSuBZV95zN3rCfShExA4/zbfWQxOSCDdlj7XStyOLMA7pEq6hN16+7tMxrNjzQezoszCi2yTSx6Ha8ztCU2KPdbAixQKt+WuEqutVqKo84qT8kWgJ7DW/j0Pk+R1+s/8GH2ZRZZXDIfk7MdBuX0mgP0hk/uq9RIJvTV+NxhvDl0uWIyzHUuv5DpFYGm/n33hXAk98FWK7I/zdqbnK8b1TehHZjzW7e1R2U6mAty6VR2ZVVk175Urlqxw/DQUZecBHre4eIqUeH43vhdrP6fADC3+bwuXjG1nXKF+rQOsaP7aRWl04Tjqt0wGTp5jRdOnRjrrgTO4dcXKFnadc/tYzjnnvK15imhPoqqGB7NEr5x+9cv4pryk9JHXbzpEntu2/976nnnhq757RwmTetWxLKeU6jlhWNms7RUeUUpbSllZKWZaIKnUf8a6dLKtykaO1FApOPu+IVBIZ/kcS+JnqqfrzW1lKu9obRMN74VXiOK4SVZ6nMms5Eo+TsY0/rQAAAACQp5hxDjoDIjLQN09EBkaeU5YUR0bcvkWvuvyfl77q9aa5gbRYefjclYfPXfu6ld7b0bH8zt2j23aOPPjgtm3Pjj23Zzw/6T1bV5XutGhXRFRpZItSekAp5brRW0OlgTBs/4ZMqbAVuRsZbbRQnh6fUmkU4EVSSpBneyonWKVUrnyvMrgc77UXY/w2Wyml4tdfXngkq2LVCjU23fJqiK66VBpieBvHnzE0uUr6ptatwcii/WKRG6Txzj7+oCReycqMpm5Bho8D7Rc8dqXm0PTKEssvIusYv9Vfmh6bYoWbydiVCrWIZOxSPZY/ZGO5QNExrk1nDWRLwyV6d3tc421rtMwqnx9qNaxw44dYZFBJ0/3VQAMKLSL+XXGr+uA5NdVaUJXp4Qm1mhIEblb7U2qJfNLqLWXjRouIDCHpTatRFnWE9mPswIjuf69A4wNz+mesxmepym8JUtnvoqXaPeTaDTSiBSKMt6OTHqLATEKeYqYrFp5Ys+G9568dmDfXVBRIrzlDPccOHXLsUYecftJqb8roWO6Z50af3nHg/ge3/Wnb8LMvjNevAQAAAMC0QJ5iZipYPSJiFQpHn/d3J61ZYyoOTD9zhnqPW9N73JpFb157tDfl6R3Df3xq7/0PbHti24HdeyfGxguWZWV6pqy3RX6yEGlqEXwhUmldQJcQAAAAwJfqPIWxqZOhuZSpqWoDLR1NNZgW4Zie2Z4r1vt9ko/NniuEpkzkogEsmacni5n+OTkR2XbIaSQpMHusWj5v1fJ5p510pPd2ZCy387nRbc8M3/fA048/dWDHzhFVanmvSv/TopTSor0Xfg+RaMeQcMt/Xe6joSyllOWVV5b2TxeVlIRVGqDC61Hi5yz8XhWqfAIpuo4Eujb4NUS6RdTqTFGp2T9lhXscVOZTSkTs2OiVfkhatBIViCRUwA/HP3mWNpJff/msnSn/bXEdERE7U66wXNCr2S/m1+j3wojMUKNrS0VgZcON4cvTvVADvTn8bhfB4sFuHaZFlkR7bVRa11sigbED/eEqvUXY5WEO4/0+Ss3ya3QwcXW5X0CkUX28sXS5QK1t4o0WWQnYD8kvWYqk/NUIT/fbvhtbJhvbNhvV7mvQLCVSu6OBv7j4uInlThPRApHBAmsNuBgPudym3Z/uf738L4Hy/x8sWX+jR3dW6CO36vTSpzVGzZTYLHVKlkuU/i3H7G+r8nTv3FieHtgIOjB3HQ0Uqaba/i1PKAmFVGW4u8pfhch1mmmbVFQP3rxVk+4Fk+jXMzxYsYpdLOvyKcj7KN6dJ3Lqqnal3NCOqznmaENzBxlmiPfvaFqtjiG1GE+emFUix0PjB9JMleo8BZowWcyIyEhhcOGAs379iabiwIw1d6h37pre49YsOuOUo7wpT20/8PgTex54cPuTOw4898L46FjeL6yUimQBCrlC8NPSC0tZ3ti0WsTVqvLLs1yJsryJSilxS9d7bjlVkX49PbZSUixy5QQAAIApQ55ipnG1WEomCtmXvOyE3p6sqTgwi6xeMX/1ivlnnFLqJzIymnvmuZEnt+1/YPP2Pz19YMeu8uNAAQAAAEwd8hQzze59ajIv8wazSxYvNJUFumQy74yM5kbH86MH8wdGco/+/tkXXhjNO5IZ7BelxBLX0UXHdVzXdbXjasfVrtbKa6xpiRIlSitRltLlpgvab5yqlBZRdkYytmVbViZj2ZbKZmylLWUp15GxvaNZW5YsGXr5S5cNDvQM9Gf7e7MD/dmB/uyfvejQP3vRoa971fKxg/nxiUI2Yz/6+PM3/N9NB8Zdt+iIiKu1iFje804tpbTSrlZKiRKllG1ZyrIyGeU4WkR6erKZnkyx6IiIZSmllJ2xvEospSzLKje7ENu2VanniIiIspTreA9eFUuUZYurRSmxlGgtmVIlYqlS/wvX1ZalLFt5jx72mqxqV2cC/USUrbSjvReWEvH6oGgRv7OGiP9sFK11qXOKEqVE69JrS4mrRUQsJeW5Rcr7RcRrKxJ7NIYWUaWJSnmdDrRfuVfGLn2qRURrVeoKYYku72GRymvHrcRsW25pEaVFlv8tv/D6WfhNXXx2qbeFPz3UFib8wJPQFG8ZbvltpB2m30oz3qPE+8jvc+F39PC6Ufj9QeK9J2q1vdGl//shhgr60/1W2rpcwAsp0ptDypH4rEr/jlAkdTpB1FBrDRpXv/4EjaVrt5utH2R8p4ReVGtsX316rXa80SdH1A6n9uf1VqFad49GN5rHX5ek3T38Vau18VtvXd8000ZItomkvC6BbRJZtXiFU7bubec9TSPeMSQm2SrHD4/SYzvqfUeSLSKpSMeQaj2VwuVNBQA0gjzFTDM+KdrVz+zKu46pKNBWuXzxwGhu5GBu//DEgw/ueGbnsO4bzBed8VyxUHSUUpmMsjNKtGhXK1uJEmt8UtmVJ1AqS6yMskSygY4SqvSLV5XfSenSqPLL0L+ocUW7xaIURXL5yu9ke45opXeNjf73vaNKlBbtaMtSrhKVse2+3mzGzuYL1sT+kWVLBk8/5agV/7D2Kzf8cjJvFwparIwWSyzLcUTZWVdrZdnaFStjOY5r25aI9PTa3kCYoyMTPT3WwFC/iFi2pcqRWZZSqpTyUKKUKo0oYStxtIhIT0Y5js5kvYjFVqUcjHa9PIUSEcfRtq28R106rliq8tPd+wmttWT8X6KWWEpcR4mIZVdSHuU0hPa2jBJRli5v2fJvkoSXVX5xS4XyDpXtr1zvkYqWaKnkKbTo6HWnrbR/wWuFf2/74RWcSG9wAAAAzDTkKVKt6ER/MeSLoSkj49FU/fjB/MGx4uj+8Yce3XXK61YK0AF7D0zsOTDx/J7xzZu3b99xQA0ODs5VuXxRlUdG7MnovkMyIrkhWxaK+CNCZmz/x3DNQQQjvNvO/k2JKnfDkv6uDo/xZakJ0dKfkcFD3YI7cffGPRnLPfE18/14SsNiaRkt9GpX8o6lRQpF1Zd1vd/MTvn3dMbKuiKFooosxVJilYe4tJRokaIjUknBeKukAo0hKrNrrbwWBI5belF+Hd1uRUf5m1dKMSsRyXhzlbMGUu2+evVtWPvOYvXdoaTXLnov7XBzBqvGQIz+YaCrjLSmpNrNKJ0NlQ80XvBn86aUptuVA6z62IEqWDog0mwh3lohotpW1VJ9lEodLFa7kUJs3cNTAnet6xXz1WqvEZgeb08RCrUyi9ZS/bZn9UXXaoRSS60C8Tv5kbvZtUKqFli9GOo0RigvK/I2OkvNUP1i/r/+l8kguvtKpybT7g4wbPZa6p1+g8Vq5zjLH0ULRFYhUn/gTUMBdEGDmyLAuFsb1+ASayl/R8rnqgbaQTRESyx3rFqquVqF4QKqerbaNLR9It7mMtSoKlvV8DWkYcUMEN+JDZ8H0CTyFDNNIe+KiNbuf9z04MuPX7JgXp9pDqCevcOT+4cnXtg3/sCDO555YTKvZXQin7GtUm8LS6S/N6OKubz3Y2DGCl6Bq9iUSpkGNgFXKwAAAEAd5ClmmlI/+b7eg3n99//yy8s++MrjjjrENBMgInJworBn/8Tze8d+e+/TT2/f7/YPFF0n22PbllaiC46IkkxWFvRmsraIiG2Xuh4oJfmC1iKWeCMazMxf4gt6J0TEv82iRZXvRymvX4MKJNcLrq1FBXPtXl4jkn13tPf0ECWi/aYlfs7eUtpxS2NYWEprXfpIa7GUjtzZc7WllA7evfFu6AabNoTjCU6X8lyVThaRNg7BOwnx0RxERIkump7EDAAAABiRp5hp+gayWkt/f4+I5Ir6C/9388pD+t79ly85euUC06yYXQ6MTO4fndg/PH7vpu1bnxnPKyWW7s2obFa0yLJVPZbl5AvasoqWkqzlekMbZCxXiVje22ptCuozjb9WU5XGC+Ef/JFuGlL+He7PF5geGsUw0hpfyp0U4s01XW2JiJ+S0H7DCommDESk1xIdeIp8KAx/slbejJXhG7zJ5cJeJN5yvSWWFqSVUm5koboUWCzZEdjqVrg5bnyJ5bexze3lLAKRl16EO9FUNrKEBKZXPwLiSyw3168uvsHjOzr2Vsc/lSqLjkWiVLViUfGavTRWfN0tHdoLgbUMLSI+GGGkC4MhoIBa2yQ6vXKklAsYvrEq8qJ0KDZ8Xqh1PNRebmwj1w+wLP69MJaMvDVtiqhaG6GyN1V060VEIglEHjpgam3DgPiRWf27EBEY6TO89Wpswirf4oaPBJPq35EGvs5Rtde6+n6vJXr6jW2rlrWrng6IH4mtqdLRwxPemfHuHrV2d80KW1ary5vxDFP76wygJvIUM03kT2S2x9o7Wfj37/zPkqHet5557LGrF9WYDzPZ+ERhz4GJXXvG7t309FPb9quhoVy+cMhCS4lkM9qyZOlhWkRnbG1bOmO5WkuumBGRgb7S8dRTvifv3fO3ZuVf2IwqiIh/6RRqX1D3mkOHL7fc8jtbOd6MmdIYl9GLPkcsEcmo6KC4OvD0jaoLVnUrBAAAANKMPMUMZNuq6GjbVt5jAry074iT/9bdj9i2HDowuP6MY49YOs9QC6aticnC3uGJPfvGfvWbp554cp8MDdm27ulRorTWMrSkXylnnqWUuLals7YuajtSQ9vugQEAAABAQlOZp+h0qydj/dVGmA8XMNVg7IfvmhrFGW7DmurvyUQLLJifDb4d7CsXcMURcRzZI2M33/XgEcsOec1LDl+z8lDB9Dc8lnt294F7fv3Uk89OSNbq7XWytrIt17Lk6GOzSuV69KQosS2dsbSlxFY68swLJ5aqkJ7QO28YhTqMBeo3GJbYt8nY7DaSTLFiA4xb4RrsSIHYcyICU0KNomMPQYjOaGzwGRHb1jVZ4kisgbE/pc4mqtV23a4RoTny8OeqVnePhG2e410bKh/VDSm+7rEYjJGE6q/VySJaLqCBDgI6+NZ4SEd6BMR7DZVamBt3Vlnt/VJ9ujFCXyyGUKzxp280WHMDx0+j6+6LbLQGI2mC8VvZ4I6rdT6pNj3ZujS97pFODcYVqdbdo5l1b2CVo9U2vY71NX78tKMDSEMzGus3FvBFe/WFV9bvbaGiHdbKmz+2nFa7XTR0sISYLpZTJ+llA2an+Alnth0wU5mnwJSwLBGRXc/vuXPjntEJ67C5A6efctSqI0hYTCcHRib3jUzsHx7/7X3bH985kenRSxdKxtbLD3NFJGO5GcvxnkY5XsyKyJy+oqFGAAAAAEgH8hSz2oKhYt4dvvsXm0VkIDP/Ta9buWzxgoF+HmWaIsOjkyNjEwdGDt6/eeeOvY6d1bl8PmOLKPFaTCxfpjO2LhRbu30BAAAAAOlAnmLWsS1xdanZtuMq29Ze75Kcs3/jr/daSlvZoeJEZu0bVy1aOG/+vDmm+tA2w6OTB0YnRscO3nvfM08+c7BvQZ/Sk31ZlbFdy3JtpY8+9KDXpDRjFSLz1mqEPZBRIqJNnTIQFGtu7U+vLtpKtt1Nkev0caildqvpKsXaqPE2z00/CKCB3hYtMW5bn1eyzjMyoqGGI2xgC/gVlt+r0G4NlKs+vfPdPWasBNuk4T4RsT3e6Mas1XWlwd1hPIHUXtnoya+BgzYiafnqaq+yH3nTC2p0R9dS69tX7r3Vav2Na/ygbU7NDiDGv5FGpr0XedJHg0d+XPIDOPEBVusyoJbIXmt8RmA2IE+BIKVFnMJBO6t/fd//iIgWeeqFRYv6Cmf+xer58+bMnTPY0xMetwDJ5QvF3PjY5MTBsdGxXz+4Z+tu3TtoFQqTPVlt22ogm++1nSNXSsY6mFWOXX7Wg62cghsafAQAAAAAZh7yFKlmW9HsdCY8BN9AXzTz2tcTmpLNRGvoyWiRygiddvlWndaqqFVvpjSQgT8s4osW7xaRTQ/sK023hn668fkTXrZs/RlHzp83Z2hoDpmLWsbGc+MTuYPjudGDE5vuf/b5UekfUof0DxeKxaXWLq/MfCWvXCpu5F5B7CHhXgG/GYUbG6QqMmxV7A7/NGCpemFWuSUYHcoxrt49wzq3nsofRKuMLSJ2A63GnRDjHZLm7pca754Zl9s5yW9bRdVfO+O6t864COOd0mirlhrbpPHdVLpjH6vHGGqEsQmA8QhscP/GN1GtGY0bsz5jPMY1SroN4zeRjTG0XfKYmxZd2RoMW6DxTVTrpnQDDSvKBdOh8SZmjatVVa0TTtOLrt1UxNSwojXxS6DS9NgCGhg+s6EzQ+WPb2wM4KqMZzbjCaeWzn2pk0bSuravS/dXwSgSUttXOW62NcAhT4FkevTwWWt7ldrzwIMveF+Ooj13x4FFc/TB0950+ODAQF9/f39ff19/v6GiGaFQdCYmc5OTk7nJyfHxid/cv3v7zrHBQ+dbdsEpTGYzOmsXRWwRt8cuLlkgPVYhVyCtAwAAAAA1kadAU7TSqpTVyzrDR805IKIffuhZb4o3AsYBOeKF0YGtv9/x5y9edOobDu3r67N7+/t6stme3p6e3vS3wig6Tj5fyOcLOn+wkM8V8rn85OQvHjiw9enR+Ycv7u0t9loHLZ23LJ1VRVu5lnIGe501q7IiY7ZyrAE3K3kR0aIs7XjZd0u7CR5KCQAAAACzD3kKNEOLUqJdUSJii/beetO9JIWILNTbFw7Jsa91RUa3PPyUEj1pDfToXFFl8rpnwulz1cCk2//cM5O7d+5dMK//+DXz3vTKeb19vZlsNpPJ2pmsbWcsO2PbtrJty7Isy7YsS1nJhoTUrsfRruM6ruM4rlNwnKJTLDqFQrGQy+Vyv9o88senD05O5pYdffhAf1GcoutOWlLMKse23GV6p1eV0u5hthx2lIhsExHRosWSYLPHcvMrr9Wi3xzLb5oY6J0xw1tqTUv+fqrRAyXWCLbBttBmkZZ7xoZ8XWhbWFWt5cZ7rHRfrJFzsq9Yg819G2HsVVFLg4s2htp0M29f4zEn1XpsLerAIZr0PNDktm26JbmvwXWv21+gyUU3eGw3rlbHkLKG1rSN0nAOTMq/IFHiivkPYBXepU6090cLGu/xMV20/rUFZjPyFOiePndcRHrdYq9MzFHDSlyx5MjlIstFyT6RnY8/VP5rF/gzqcSt/LwPnOeDf8+8P5OuirZV8P5CKO1qZVluUUS0WJZ2REQrpbT2lrRUZNlKrZUS2aHyuvyRaFHiiGvxNQEAAACALkl2axoAAAAAAKBzWrhR3MAwux3X4RgabvvWvPpNBFWs+V1fNjRF1Wgj58vEnhhiW6EWehnLCb513OgmVeEa3PJzQKT8wra8URhKbx3/hRIRyUquVNxvCxFeQtbJ+59qv0FEoEwo3mA7i3JTQ0uXnlFiSVFMVLmfRrhFq/JbpXovQo1Utf9v9a3tWoYxJ7RpUIpabR198Qd8RDh1CyhlaJaptKH+jAodJ00wNnqs/3UzftWVRNcx/vUJfVr7o+io6eYGvZHKOn7mqDUM+5RrYFu1qnM1N6jxngvREeBrjdLfbJP4xiOppdMRdkGaYmsykqSrkLQl+RR+ZZKuWoRxTY0F0qP1p28YRXZ0bEH+JkoWgPGsXusCpk5/kPrXPMa9Wevav1bX2haPw5lhCs8D7ZJ0FYwHUtIK44yLQItoTwEAAAAAANKihfYUADD7GG8uNX3baiZpYCuFirWRd+us7TctG6jQsN/Tf0+vhQibnrFJLYQ6bRgbC7R+M7C+ppsAdH/vGLdVuzR4ZpvWag2omXTdjQ1F26hWc1cA0xpfbAAAAAAAkBbkKQAAAAAAQFrQ72N6680YWt/FhxLMNP5obKCL6rfWrdbQNDxmWOzAjmZhGz/ytRIRXaV80jGZIuUbDqAxSVvhTol2NcNOuo5NN1mPS15Duzr+tGfTBbQrMLRB9ztHRDT+nepcqA2eHxrv1hFZKWP5COM2MRaYQtERoFs+B3odQOJ/CY1bNelWMlbY4UHzu6HFIxNNSHocNqELi6gvHsAMO7RoTwEAAAAAANKCPAUAAAAAAEgL+n0AwPQ2LTqATJXONVlvgLfoJnbKFMacyHSJsw1ab0UPAAAaR3sKAAAAAACQFqluTzEDxgKxTGtgW/XuzPSKW+dTaWATWZahBuO9RuMi3LoFXGXX+VREHMtwEJrHTzKsYquMq+CaHhJuLDClt3zbQynTbjDvyEgB03hm4dG94pu4+40LIl8W07CaYlzHpEwBtCp+Nmj7Imaixve78TvSLv6Cmt59XQs1ZFqfKpsO3vuWGf8WzwZJByPs/gmq0yfhTtDhv58qfFEV/9NtHJPauF/qM14s6JZvsiaP0PDXPNLMyvhln/HDH6I5xsNgWpxS2qjVrzoAAAAAAEC7kKcAAAAAAABpkep+HwAAyJSOFeq14G3r6Inpad+bnkimjUiLbuOBYWwBDgAA4mhPAQAAAAAA0oI8BQAAAAAASAv6fQBIiVDzaWUaUjySZK3SHSBcQ9v7C7Tj4RfJHnGCKeS33je280cnpLb3RGoDi0t+gmoz41D2SXX/oQmtn/aT9hvqAMMTiOo//kMaeB5H2zXwgI+ux9RuSZ9lA8wGxm8+AAAAAABAl5CnAAAAAAAAaUGeAgAAAAAApAV5CgAAAAAAkBZTOY6mcewg4+hE9YeZiY78k5xxEBvj+FnGVbBU3TBtYyLJUH+mfv0itqmAkdb1gnSVYRVcZdcvYKQtwyLio0AlYhzASZvWsQsDrVl1jwTXdCwbjsMGarBN32fjyFuRCIyHvvHL1aJqp5fIwJwGkRoaCNiwxKRaH/LNKPk6tlArFNoAAB8uSURBVKr7S4xIwTB4wPTQ/bEAjSeE7oeUnGF85aSnoKTlI+KXQC1eUxkZL7qMWr/oimylWIXxbWjYyElDYljN2cl4BpttWj0XAAAAAAAAtAt5CgAAAAAAkBbkKQAAAAAAQFqQpwAAAAAAAGlBngIAAAAAAKTFVD7vAwB8kaRp4kGPVbR8pIbIYNmJ658axjHGk+n0wzK68ISRiO4vMSI+invS4fQRl3Rs/NkgfmDzCIAmtPgYhS6fXprQ1Ckx2R+a1p/H0bJkew3ANDXl5xoAAAAAAIAS8hQAAAAAACAtyFMAAAAAAIC0IE8BAAAAAADSYiaPo2nMwTimAkaWco1FWvnc0q3GaMUGF0xaoEXG8ZZcZdpEpiGdjPOLbmnIJeOIbg0MxNV6DQb1B8pqoHbDRjbWYNzGDQzl1ZI21N/yd6H+KJVNDW+GxDo9VqhR5IzBsJrSwFkUXTDlX40UmoUboYGhf5MNq9kOrZ4f6p9hWr/EmnLGA3UGrCPaov6hMu2OE/NPPAAAAAAAgO4gTwEAAAAAANKCPAUAAAAAAEgL8hQAAAAAACAtyFMAAAAAAIC0mMnP+wAwgxmHv55mgxo3pM3DsHfhESRT/oiBqQ+g64+66P4TRrq/jsDMkPzpGxI58xsfMDTl50AAaA7tKQAAAAAAQFqQpwAAAAAAAGlBngIAAAAAAKQFeQoAAAAAAJAWM3kcTeNYQeaRv8yjkRmqMMZg1a/AGKGJpdz6BZQYCxg3Qj3xgfoiXFOyTClDAIYVaH0VzAeKoYCxBuNW6jjTRlbaGGFLG7l1xviSHgZJyzdhFg5vNgtXufuMJxwAKdHUqLf1BlQ2DsxZ5Xqj7gnDdHXQDZ0+p3W6fmlgR7cYg/GP6dRfZwLJ0Z4CAAAAAACkBXkKAAAAAACQFuQpAAAAAABAWpCnAAAAAAAAaTGTx9EEgJrSMDhYq+LDYrW6UjN+nMv4WGIzbx0BAACmO9pTAAAAAACAtCBPAQAAAAAA0oI8BQAAAAAASAvyFAAAAAAAIC3IUwAAAAAAgLTgeR/1GcaBj4+2H2GZSmjTIlpkmepXxqceGAvU1cDMhm3kmrJpxo3cUBQt0MoQQfwRA8m1VINxZuMGauCZCMaFdJY5wtaO5Nmp04//SMPTN5J+PbsfIdAJxiM//Ye6McIurKNxEfUZrx+UbjVCI8MqtLR+XdL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" 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" } }, "cell_type": "markdown", "id": "8c0eeac8-e1f9-4c1d-897d-ea589c1c3778", "metadata": {}, "source": [ "This completes the second tutorial. We can now visualize the final results in Paraview:\n", "\n", "![grid_25000_cells.png](attachment:b871f709-ea35-407f-bfe2-c1d38bfdfd0f.png)\n", "![Ma_field_25000_cells.png](attachment:2a1b9743-0421-4748-9ebd-d6e981e27d09.png)\n", "\n", "As you may noticed, there exists a single large cell near the trailing edge of the (rear) NACA airfoil even though we set the `refine` parameter within the geometry objects to `True`. This is because the metric almost doesn't change in this part of the flow field leading to relatively large cells. Since this cell's vertices are not in the direct vicinity of the airfoil surface, it doesn't get refined.\n", "\n", "We will learn how to deal with these kind of problems in the next tutorial." ] }, { "cell_type": "code", "id": "12d6f5dc-45ba-41f4-ad50-66b3aec8c36a", "metadata": { "ExecuteTime": { "end_time": "2026-02-19T14:38:06.307657677Z", "start_time": "2026-02-19T14:38:06.259544074Z" } }, "source": [], "outputs": [], "execution_count": 12 } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.12.7" } }, "nbformat": 4, "nbformat_minor": 5 }