From 9a7647ea6cf42ecad00dd76e8df235cec9245d7d Mon Sep 17 00:00:00 2001 From: Nolan Black Date: Mon, 24 Nov 2025 19:41:47 -0500 Subject: [PATCH] pynb done for bars, waiting on updates to spaceclaim --- examples/ansys/optim_bars_pymapdl.ipynb | 2242 ++++++++---------- examples/ansys/pymapdl_tess/tesseract_api.py | 16 +- 2 files changed, 1020 insertions(+), 1238 deletions(-) diff --git a/examples/ansys/optim_bars_pymapdl.ipynb b/examples/ansys/optim_bars_pymapdl.ipynb index 56ffa63..26140b3 100644 --- a/examples/ansys/optim_bars_pymapdl.ipynb +++ b/examples/ansys/optim_bars_pymapdl.ipynb @@ -3,7 +3,13 @@ { "cell_type": "markdown", "id": "62c62e53", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ "# Parametric shape optimization with differentiable FEM simulation\n", "\n", @@ -57,6 +63,29 @@ "# print(\"Tesseract built successfully.\")" ] }, + { + "cell_type": "code", + "execution_count": 1, + "id": "2c6c83a4-d74e-41aa-8b28-ddd82f7e25e2", + "metadata": {}, + "outputs": [], + "source": [ + "# The PyMAPDL Host (X.X.X.X IP Address) and Port (XXX) are pulled from the environment \n", + "import os\n", + "HOST = os.getenv(\"MAPDL_HOST\")\n", + "if HOST is None:\n", + " raise ValueError(\n", + " \"Unable to read $MAPDL_HOST from the environment. \"\n", + " + \"Use 'export MAPDL_HOST=X.X.X.X' for local IP address of your MAPDL Instance.\"\n", + " )\n", + "PORT = os.getenv(\"MAPDL_PORT\")\n", + "if PORT is None:\n", + " raise ValueError(\n", + " \"Unable to read $MAPDL_PORT from the environment. \"\n", + " + \"Use 'export MAPDL_PORT=X' for the port of your MAPDL Instance.\"\n", + " )\n" + ] + }, { "cell_type": "markdown", "id": "e771cce1", @@ -67,9 +96,15 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 2, "id": "64ebfb56", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "outputs": [], "source": [ "import jax\n", @@ -84,13 +119,11 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "id": "8a407fb1", "metadata": {}, "outputs": [], "source": [ - "# design_tess = Tesseract.from_image(\"design-tube-sdf\")\n", - "# design_tess.serve()\n", "design_tess = Tesseract.from_tesseract_api(\"sdf_fd_tess/tesseract_api.py\")\n", "bar_3d_tess = Tesseract.from_tesseract_api(\"bars_3d_tess/tesseract_api.py\")" ] @@ -105,7 +138,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "id": "0fdeb653", "metadata": {}, "outputs": [ @@ -113,9 +146,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "Number of vertices: 240\n", - "Number of faces: 472\n", - "SDF shape: (128, 64, 64)\n" + "Number of vertices: 202\n", + "Number of faces: 400\n", + "SDF shape: (64, 16, 32)\n" ] } ], @@ -124,8 +157,8 @@ "n_edges_per_chain = 3\n", "bar_radius = 1.2\n", "\n", - "Lx, Ly, Lz = 20.0, 10.0, 10.0\n", - "Nx, Ny, Nz = 128, 64, 64\n", + "Lx, Ly, Lz = 20.0, 5.0, 10.0\n", + "Nx, Ny, Nz = 64, 16, 32\n", "\n", "# Initialize chain parameter array\n", "initial_params = jnp.zeros((n_chains, n_edges_per_chain + 1, 3), dtype=jnp.float32)\n", @@ -200,13 +233,23 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 5, "id": "760cf3ee", "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[-1. 0. -0.08333334 -0.33333328 0. -0.08333334\n", + " 0.3333334 0. -0.08333334 1. 0. -0.08333334\n", + " -1. 0. 0.08333334 -0.33333328 0. 0.08333334\n", + " 0.3333334 0. 0.08333334 1. 0. 0.08333334]\n" + ] + }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -216,18 +259,19 @@ } ], "source": [ + "print(initial_params)\n", "plot_mesh(mesh, [Lx, Ly, Lz])" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 6, "id": "85a4ee0e", "metadata": {}, "outputs": [ { "data": { - "image/png": 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" ] @@ -242,7 +286,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "id": "4dad4075", "metadata": {}, "outputs": [ @@ -267,23 +311,23 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 8, "id": "89ea012c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 17, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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" ] @@ -337,12 +381,12 @@ "id": "6a23263e", "metadata": {}, "source": [ - "## Density and Sizing Field" + "## Density Variation" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 10, "id": "798defb2", "metadata": {}, "outputs": [ @@ -350,12 +394,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "rho min: 7.301897130673751e-05, rho max: 0.9155416488647461\n" + "rho min: 0.0007239776896312833, rho max: 0.9071784019470215\n" ] }, { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -387,115 +431,61 @@ "print(f\"rho min: {jnp.min(rho)}, rho max: {jnp.max(rho)}\")" ] }, - { - "cell_type": "code", - "execution_count": 19, - "id": "0d271c6c", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Sizing field min: 0.625, max: 2.5\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "def sizing_field(\n", - " sdf: jnp.ndarray, min_size: float = 0.1, max_size: float = 1.0, scale: float = 2.0\n", - ") -> jnp.ndarray:\n", - " \"\"\"Generate a sizing field from the signed distance function.\n", - "\n", - " The field is low (size = min_size) near the structure (sdf=0) and high (size = max_size) far from it.\n", - "\n", - " Args:\n", - " sdf: Signed distance function values.\n", - " min_size: Minimum element size near the structure.\n", - " max_size: Maximum element size far from the structure.\n", - " scale: Controls the transition steepness.\n", - "\n", - " Returns:\n", - " Sizing field values.\n", - " \"\"\"\n", - "\n", - " def gauss(x: jnp.ndarray, mu: float, sigma: float) -> jnp.ndarray:\n", - " return jnp.exp(-0.5 * ((x - mu) / sigma) ** 2)\n", - "\n", - " normalized_sdf = 1 - gauss(sdf, 0.0, 1.0 / scale)\n", - " return min_size + (max_size - min_size) * normalized_sdf\n", - "\n", - "\n", - "sizing_min = Lx / 32\n", - "sizing_max = Lx / 8\n", - "sizing_scale = 2.0\n", - "sizing = sizing_field(sdf, min_size=sizing_min, max_size=sizing_max, scale=sizing_scale)\n", - "plot_grid(sizing, Lx, Ly, Lz, Nx, Ny, Nz, \"sizing\")\n", - "print(f\"Sizing field min: {sizing.min()}, max: {sizing.max()}\")" - ] - }, { "cell_type": "markdown", "id": "ea9c3450", "metadata": {}, "source": [ - "## Adpative Hex Meshing Tesseract" + "## Hex Mesh" ] }, { "cell_type": "code", - "execution_count": 20, - "id": "44a48a0c", + "execution_count": 11, + "id": "eb0239b7-495c-4045-9dbf-be72666c9982", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Done building mesh\n", - "Mesh points: 10615, Mesh faces: 8736\n", - "0.8964844\n", - "(30000,)\n" + "{'points': pyvista_ndarray([[-10. , -2.5 , -5. ],\n", + " [ -9.6875, -2.5 , -5. ],\n", + " [ -9.375 , -2.5 , -5. ],\n", + " ...,\n", + " [ 9.375 , 2.5 , 5. ],\n", + " [ 9.6875, 2.5 , 5. ],\n", + " [ 10. , 2.5 , 5. ]], shape=(36465, 3)), 'faces': array([[ 0, 1, 66, ..., 1106, 1171, 1170],\n", + " [ 1, 2, 67, ..., 1107, 1172, 1171],\n", + " [ 2, 3, 68, ..., 1108, 1173, 1172],\n", + " ...,\n", + " [35291, 35292, 35357, ..., 36397, 36462, 36461],\n", + " [35292, 35293, 35358, ..., 36398, 36463, 36462],\n", + " [35293, 35294, 35359, ..., 36399, 36464, 36463]], shape=(32768, 8))}\n" ] } ], "source": [ - "mesher = Tesseract.from_tesseract_api(\"meshing_tess/tesseract_api.py\")\n", - "\n", - "max_points = 30000\n", - "max_cells = 30000\n", + "import pyvista as pv\n", + "import numpy as np\n", "\n", - "mesher_out = apply_tesseract(\n", - " mesher,\n", - " {\n", - " \"domain_size\": [Lx, Ly, Lz],\n", - " \"sizing_field\": sizing,\n", - " \"field_values\": rho,\n", - " \"max_subdivision_levels\": 3,\n", - " \"max_points\": max_points,\n", - " \"max_cells\": max_cells,\n", - " },\n", + "grid = pv.ImageData(\n", + " dimensions=np.array((Nx, Ny, Nz)) + 1,\n", + " origin=(-Lx / 2, -Ly / 2, -Lz / 2),\n", + " spacing=(Lx / Nx, Ly / Ny, Lz / Nz), # These are the cell sizes along each axis\n", ")\n", - "print(\n", - " f\"Mesh points: {mesher_out['mesh']['n_points']}, Mesh faces: {mesher_out['mesh']['n_faces']}\"\n", + "# repeated casts will eventually expose cell_connectivitiy\n", + "mesh = (\n", + " grid.cast_to_structured_grid()\n", + " .cast_to_explicit_structured_grid()\n", + " .cast_to_unstructured_grid()\n", ")\n", - "pts = mesher_out[\"mesh\"][\"points\"][: mesher_out[\"mesh\"][\"n_points\"]]\n", - "hex_cells = mesher_out[\"mesh\"][\"faces\"][: mesher_out[\"mesh\"][\"n_faces\"]]\n", - "\n", - "adaptive_mesh = mesher_out[\"mesh\"]\n", "\n", - "print(jnp.max(mesher_out[\"mesh_cell_values\"]))\n", - "print(mesher_out[\"mesh_cell_values\"].shape)" + "hex_mesh = {\n", + " \"points\": mesh.points,\n", + " \"faces\": mesh.cell_connectivity.reshape((Nx * Ny * Nz, 8)),\n", + "}\n", + "print(hex_mesh)" ] }, { @@ -508,7 +498,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 12, "id": "692f2b4f", "metadata": {}, "outputs": [ @@ -516,11 +506,11 @@ "name": "stdout", "output_type": "stream", "text": [ - "UnstructuredGrid (0x74c70c5baaa0)\n", - " N Cells: 8736\n", - " N Points: 10615\n", + "UnstructuredGrid (0x787500347580)\n", + " N Cells: 32768\n", + " N Points: 36465\n", " X Bounds: -1.000e+01, 1.000e+01\n", - " Y Bounds: -5.000e+00, 5.000e+00\n", + " Y Bounds: -2.500e+00, 2.500e+00\n", " Z Bounds: -5.000e+00, 5.000e+00\n", " N Arrays: 1\n" ] @@ -528,21 +518,17 @@ ], "source": [ "# Lets export it to a .vtk using pyvista\n", - "import numpy as np\n", - "\n", - "# convert arrays to numpy\n", - "pts_np = np.array(adaptive_mesh[\"points\"][: adaptive_mesh[\"n_points\"]])\n", - "cells_np = np.array(adaptive_mesh[\"faces\"][: adaptive_mesh[\"n_faces\"]])\n", "\n", - "hex_mesh = hex_to_pyvista(\n", - " pts_np,\n", - " cells_np,\n", - " {\"rho\": mesher_out[\"mesh_cell_values\"][: adaptive_mesh[\"n_faces\"]]},\n", + "# TODO look at this transpose\n", + "pv_mesh = hex_to_pyvista(\n", + " hex_mesh[\"points\"],\n", + " hex_mesh[\"faces\"],\n", + " {\"rho\": rho.T.flatten()},\n", ")\n", "\n", - "print(hex_mesh)\n", + "print(pv_mesh)\n", "\n", - "hex_mesh.save(\"bars_mesh.vtk\")" + "pv_mesh.save(\"bars_mesh.vtk\")" ] }, { @@ -555,13 +541,19 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 13, "id": "9ea51a40", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "outputs": [ { "data": { - "image/png": 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", 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IiIiIKGIwCSYiIiIiIqKIwSSYiIiIiIiIIgaTYCIiIiIiIooYTIKJiIiIiIgoYjAJJiIiIiIioojBJJiIiIiIiIgiBpNgIiIiIiIiihhMgomIiIiIiChiMAkmIiIiIiKiiMEkmIiIiIiIiCIGk2AiIiIiIiKKGEyCiYiIiIiIKGIwCSYiIiIiIqKIwSSYiIiIiIiIIgaTYCIiIiIiIooYTIKJiIiIiIgoYjAJJiIiIiIioojBJJiIiIiIiIgiBpNgIiIiIiIiihhMgomIiIiIiChiMAkmIiIiIiKiiMEkmIiIiIiIiCIGk2AiIiIiIiKKGEyCiYiIiIiIKGIwCSYiIiIiIqKIwSSYiIiIiIiIIgaTYCIiIiIiIooYTIKJiIiIiIgoYjAJJiIiIiIioojBJJiIiIiIiIgiBpNgIiIiIiIiihhMgomIiIiIiChiMAkmIiIiIiKiiMEkmIiIiIiIiCIGk+Awdu+990KSpE7vL0kS7r333i6d49VXX4UkSVi/fn2H+06bNg3Tpk3r0vEjVah+VqWlpYiKisKKFSt6+lLC0o4dO6DT6bBt27aevhQiIooQJSUlkCQJr776ak9fiofHHnsMQ4cOhSzLPX0pIe25555Dv379YLFYevpSIgaT4BChJJvKn6ioKGRlZWHGjBn4z3/+g4aGhp6+xKB66KGH8NFHH3VqX+XL3vlPfHw8xowZg2eeeQYOhyO4F9uL3XfffZg0aRKOP/74nr6UTlMagyorKwN2TFmWkZaWhsceewyyLOPVV1/FrFmz0LdvX8TExKCgoAAPPPAAWlpaXF43fPhwnHXWWbjnnnsCdi1E1DNmzZoFk8nUbvydM2cODAYDqqqquuWalHuFqKgoHDx40OP5adOmoaCgoFuupTdR4ojyR6PRoE+fPjj77LOxevXqnr68sFVfX49HH30Uf//736HRhF7KEYx/L1u3boUkSVi7di2qqqrw+OOP46STTkJaWhoSExMxefJkvP322x6vmz9/PqxWK55//vmAXg+1LfR+IyPcfffdh9dffx2LFy/GDTfcAAC46aabMHLkSGzZssVl37vuugvNzc2dPnZzczPuuuuugF5voHQlCVZcfPHFeP311/H666/j4YcfRnZ2Nm644QbcfvvtwbnIXq6iogKvvfYarrnmmp6+lB63du1aVFZW4qyzzkJTUxMuu+wyVFRU4JprrsFTTz2FiRMnYuHChZg5cyaEEC6vveaaa/Dhhx+iqKioh66eiAJhzpw5aG5uxocffuj1+aamJnz88cc444wzkJKS0q3XZrFY8Mgjj3TrOSPB4sWL8frrr+PVV1/F9ddfj23btuGkk07Cpk2bevrSwtIrr7wCu92Oiy++uKcvpdt8/vnnSE9Px4QJE7Bq1Sr84x//QHJyMu666y48+OCDMJlM+OMf/4iFCxe6vC4qKgrz5s3Dk08+6XFfQcGh6+kLIFczZ87E+PHj1cd33HEHvvvuO5x99tmYNWsWCgsLER0dDQDQ6XTQ6dr/EcqyDKvViqioKERFRQX12rvb2LFjcckll6iPr7vuOkyaNAlvvvkmHn/88R68su5lt9shyzIMBoNfx3njjTeg0+lwzjnnBOjKwtcXX3yB3NxcjBgxAlarFStWrMDUqVPV56+88krk5eVh4cKF+PbbbzF9+nT1uenTpyMpKQmvvfYa7rvvvp64fCIKgFmzZiEuLg5vvvkm5s6d6/H8xx9/jMbGRsyZM6fbr23MmDF48cUXcccddyArK6vbz99bzZ49G6mpqerj8847DwUFBXj33XcxZsyYnruwbtbY2IiYmBi/j7NkyRLMmjWr191/tueLL77AzJkzIUkSRowYgT179iA3N1d9/rrrrsP06dPx6KOP4m9/+5vL53zRRRfhsccew/fff49TTz21Jy4/orAnOAyceuqpuPvuu7F//3688cYb6nZvc4IlScL111+PpUuXYsSIETAajfjqq6/U59znBB88eBCXX345srKyYDQa0b9/f1x77bWwWq0u+1ksFvz1r39FWloaYmJicP7556OioqLDa7dYLFi4cCEGDhwIo9GIvn374m9/+5vLnAdJktDY2IjXXntNHYo0f/78Ln5KrcfJyMjw2jDw7LPPqp9HVlYWFixYgNraWpd98vLyvJ7Xff7uDz/8AEmS8M477+DBBx9ETk4OoqKicNppp2Hv3r0er3/hhRcwYMAAREdHY+LEifj555899rFarbjnnnswbtw4JCQkICYmBieeeCK+//57l/2UoeD//Oc/8dRTT2HAgAEwGo1Yu3YtYmJi8Je//MXj2GVlZdBqtXj44Yfb+ORaffTRR5g0aRJiY2PVbUqji/sN4C+//AKtVou///3v7R4zFAghcMoppyAtLQ3l5eXqdqvVipEjR2LAgAFobGx0ec3nn3+Os846CwBgMBhcEmDF+eefD6D1M3Km1+sxbdo0fPzxx4F+K0TUjaKjo3HBBRfg22+/dfnuULz55puIi4vDrFmzUF1djVtvvRUjR45EbGws4uPjMXPmTGzevNnlNV2NH22588474XA4Ot0b/MYbb2DcuHGIjo5GcnIy/vjHP6K0tNRlH19i4KJFi5CdnY24uDjMnj0bdXV1sFgsuOmmm5Ceno7Y2FhcdtllHvMclyxZglNPPRXp6ekwGo0YPnw4Fi9e7HHuvLw8nH322fjll18wceJEREVFIT8/H//73/9c9lOGia9YscKne5W2ZGZmAoDHfUV5eTkuv/xyZGRkICoqCqNHj8Zrr73mso/yOf3www8u273N350/fz5iY2Nx8OBBnHfeeYiNjUVaWhpuvfVWjyletbW1mD9/PhISEpCYmIh58+Z53M8AwJYtWzB//nzk5+cjKioKmZmZ+POf/+wxdF+5l9yxYwf+9Kc/ISkpCSeccAKWLFkCSZLw66+/ehz7oYceglar9TokX1FcXIwtW7a4NBIDwMKFC6HRaPDtt9+6bL/qqqtgMBg8/s30pPLycqSlpWHatGkuvbN79+5FTEwM/vCHP7jsX1tbi5UrV6r3D/3793dJgIHWe9XzzjsPFosF+/btc3lu3LhxSE5O5v1DN2FPcJi49NJLceedd2LZsmW48sor2933u+++wzvvvIPrr78eqampyMvL87rfoUOHMHHiRNTW1uKqq67C0KFDcfDgQbz33ntoampy6Vm84YYbkJSUhIULF6KkpARPPfUUrr/+eq/zGhSyLGPWrFn45ZdfcNVVV2HYsGHYunUr/vWvf2H37t3q8OfXX38dV1xxBSZOnIirrroKADBgwIAOP5OmpiZ1Hmh9fT2+/PJLfPXVV7jjjjtc9rv33nuxaNEiTJ8+Hddeey127dqFxYsXY926dVixYgX0en2H5/LmkUcegUajwa233oq6ujo89thjmDNnDtasWaPu8/LLL+Pqq6/G1KlTcdNNN2Hfvn2YNWsWkpOT0bdvX3W/+vp6vPTSS7j44otx5ZVXoqGhAS+//DJmzJiBtWvXerRAL1myBC0tLbjqqqtgNBrRr18/nH/++Xj77bfx5JNPQqvVqvu+9dZbEEK021ths9mwbt06XHvttS7bhw0bhvvvvx+33XYbZs+ejVmzZqGxsRHz58/H0KFDO+zptFgsnZ7P7tz6HkiSJOGVV17BqFGjcM011+CDDz4A0BqIt2/fjh9++MGlJfbIkSP49ddfO3xvR44cafO6x40bh48//hj19fWIj48P4Lshou40Z84cvPbaa2pMVVRXV+Prr7/GxRdfjOjoaGzfvh0fffQRLrzwQvTv3x9Hjx7F888/j5NPPhk7duzw6K3tTPxoT//+/TF37ly8+OKLuP3229vtDX7wwQdx991346KLLsIVV1yBiooKPP300zjppJPw66+/IjEx0afP5uGHH0Z0dDRuv/127N27F08//TT0ej00Gg1qampw7733YvXq1Xj11VfRv39/l1oJixcvxogRIzBr1izodDp8+umnuO666yDLMhYsWOBynr1792L27Nm4/PLLMW/ePLzyyiuYP38+xo0bhxEjRrjs68u9irPq6moArfcvBw8exP3334+oqChcdNFF6j7Nzc2YNm0a9u7di+uvvx79+/fHu+++i/nz56O2ttZrY3RnOBwOzJgxA5MmTcI///lPfPPNN3jiiScwYMAANTYLIXDuuefil19+wTXXXINhw4bhww8/xLx58zyOt3z5cuzbtw+XXXYZMjMzsX37drzwwgvYvn07Vq9e7dGJcuGFF2LQoEF46KGHIITA7NmzsWDBAixduhTHHXecy75Lly7FtGnTkJ2d3eb7WblyJYDWUXvO7rrrLnz66ae4/PLLsXXrVsTFxeHrr7/Giy++iPvvvx+jR49u93Oqq6uDzWZrdx+gdXixc6O+L9LT07F48WJceOGFePrpp3HjjTdClmXMnz8fcXFxePbZZ132//rrryFJEn73u9+1e9z27h/Gjh3L4qTdRVBIWLJkiQAg1q1b1+Y+CQkJ4rjjjlMfL1y4ULj/CAEIjUYjtm/f7vF6AGLhwoXq47lz5wqNRuP1nLIsu1zX9OnT1W1CCHHzzTcLrVYramtr1W0nn3yyOPnkk9XHr7/+utBoNOLnn392OfZzzz0nAIgVK1ao22JiYsS8efPafO/OiouLBQCvf6699lqX6ywvLxcGg0H87ne/Ew6HQ93+zDPPCADilVdeUbfl5uZ6vQb39/X9998LAGLYsGHCYrGo2//9738LAGLr1q1CCCGsVqtIT08XY8aMcdnvhRdeEABcjmm32132EUKImpoakZGRIf785z97vPf4+HhRXl7usv/XX38tAIgvv/zSZfuoUaNczuXN3r17BQDx9NNPezzncDjECSecIDIyMkRlZaVYsGCB0Ol07f6uKpTfn8788ZXy76CioqLd/Z5//nkBQLzxxhti9erVQqvViptuusljv5dffllER0eLpqamdo83ffp0ER8fL2pqajyee/PNNwUAsWbNmi69FyIKLXa7XfTp00dMmTLFZbsSx77++mshhBAtLS0uMUaI1u9ro9Eo7rvvPnVbZ+NHW5zvFYqKioROpxM33nij+vzJJ58sRowYoT4uKSkRWq1WPPjggy7H2bp1q9DpdC7buxoDCwoKhNVqVbdffPHFQpIkMXPmTJfXT5kyReTm5rps8/b9OmPGDJGfn++yLTc3VwAQP/30k7qtvLxcGI1Gccstt3h8Lp25V/FGiSPufxITE8VXX33lsu9TTz2lxhKF1WoVU6ZMEbGxsaK+vt7lc/r+++9dXq/E8SVLlqjb5s2bJwC4/K4IIcRxxx0nxo0bpz7+6KOPBADx2GOPqdvsdrs48cQTPY7p7TN+6623PD5P5b1ffPHFHvtffPHFIisry+V3e+PGjR7n8uauu+4SAERDQ4PHc1u3bhUGg0FcccUVoqamRmRnZ4vx48cLm83W7jGFaP197Mw9RWfuKd3/vbTl4osvFiaTSezevVs8/vjjAoD46KOPPPa79NJLO7zfqqqqEunp6eLEE0/0+vxVV10loqOjO7wm8h+HQ4eR2NjYTvWqnXzyyRg+fHi7+8iyjI8++gjnnHOOyxxkhXsL4VVXXeWy7cQTT4TD4cD+/fvbPMe7776LYcOGYejQoaisrFT/KPMc3If6dtVVV12F5cuXY/ny5Xj//fexYMECPP/88/jrX/+q7vPNN9/AarXipptucqlMeOWVVyI+Ph6ff/65z+e/7LLLXHrLTzzxRABQh7esX78e5eXluOaaa1z2U4YxOdNqteo+siyjuroadrsd48ePx8aNGz3O/fvf/x5paWku26ZPn46srCwsXbpU3bZt2zZs2bLFZe60N8rwqKSkJI/nNBoNXn31VZjNZsycORPPPvss7rjjDq+/N+5mzJih/ow6+hNsV111FWbMmIEbbrgBl156KQYMGICHHnrIY78vvvgCp5xyijr33puHHnoI33zzDR555BGvvSjK5xjIitVE1P20Wi3++Mc/YtWqVSgpKVG3v/nmm8jIyMBpp50GADAajWqMcTgcqKqqQmxsLIYMGeL1O7yj+NEZ+fn5uPTSS/HCCy/g8OHDXvf54IMPIMsyLrroIpc4nJmZiUGDBvkVh+fOnesykmrSpEkQQuDPf/6zy36TJk1CaWkp7Ha7us35+7Wurg6VlZU4+eSTsW/fPtTV1bm8fvjw4ernAwBpaWkYMmSI18/Kl3sVZ++//z6WL1+OZcuWYcmSJRg8eDB+//vfq72aQGuMyMzMdCn2pNfrceONN8JsNuPHH3/s1Lm8cS9MeeKJJ7q8zy+++AI6nc5l1JZWq1ULqTpz/oxbWlpQWVmJyZMnA4DX30lvRTHnzp2LQ4cOufyeLF26FNHR0fj973/f7nupqqqCTqfz2htbUFCARYsW4aWXXsKMGTNQWVmJ1157rcM6NwDwxBNPdOqe4m9/+1uHx+qsZ555BgkJCZg9ezbuvvtuXHrppTj33HNd9pFlGV999ZU6FNobWZYxZ84c1NbW4umnn/a6T1JSEpqbm9HU1BSw6yfvOBw6jJjNZqSnp3e4X//+/Tvcp6KiAvX19Z0uDd+vXz+Xx8pNfk1NTZuv2bNnDwoLCz2SNYW3OVZdMWjQIJe5JhdccAEkScJTTz2FP//5zxg5cqQa+IYMGeLyWoPBgPz8/E4HRm86+kyUYw8aNMhlP71ej/z8fI/jvfbaa3jiiSewc+dOl6E+3n6e3rZpNBrMmTMHixcvRlNTE0wmE5YuXYqoqChceOGFnXpPoo2KhAMGDMC9996L2267DQUFBbj77rs7dbw+ffqgT58+ndq3PVarVR2mpkhLS3MZ9t0ZL7/8MgYMGIA9e/Zg5cqVHomuzWbD8uXL250//fbbb+Ouu+7C5Zdf7jF8XKF8jl1Zx5uIQtOcOXPwr3/9C2+++SbuvPNOlJWV4eeff8aNN96ofgfJsox///vfePbZZ1FcXOwyj9Nb5WhfYqo3d911F15//XU88sgj+Pe//+3x/J49eyCE8IhDCl+nAwGe70Fp3HWe6qNsl2UZdXV16mexYsUKLFy4EKtWrfK42a+rq3NpKHY/D9D6eXn7rPz9XE866SSXIaqzZ8/GoEGDcMMNN2DDhg0AWmP7oEGDPJb8GTZsmPq8L6Kiojzul9zf5/79+9GnTx+PxNL9HgdoHdq9aNEi/N///Z/H/ZZ7QwPg/b7i9NNPR58+fbB06VKcdtppkGUZb731Fs4991zExcV16f25u+222/B///d/WLt2LR566KEOO28U48aN8+u8vkhOTsZ//vMfXHjhhcjIyMB//vMfj33WrVuHioqKdpPgG264AV999RX+97//tTnsm/cP3YdJcJgoKytDXV0dBg4c2OG+7fVg+aqtZKOtpAlovSkYOXIknnzySa/PuwfKQDjttNPwzDPP4KeffsLIkSO79Nq2vnAcDofX9+/LZ9KWN954A/Pnz8d5552H2267Denp6WoxK29L7bT1M547dy4ef/xxfPTRR7j44ovx5ptv4uyzz/boeXan3Ji0d6OwbNkyAK1zyauqqtSCIe1pbm72Gmy9ae94K1euxCmnnOKyrbi4uM357m354Ycf1AItW7duxZQpU1ye/+WXX1BfX48zzzzT6+uXL1+OuXPn4qyzzsJzzz3X5nmUzzFY85yJqPuMGzcOQ4cOxVtvvYU777zTa52Fhx56CHfffTf+/Oc/4/7770dycjI0Gg1uuukmyLLsccxAxY/8/HxccskleOGFF7wuDyjLMiRJwpdffun1nM7JVKBiYEfvraioCKeddhqGDh2KJ598En379oXBYMAXX3yBf/3rXx6fV1c+q0DGZaD185k0aZJaCbwrFZPb+zy96WqjbkcuuugirFy5ErfddhvGjBmD2NhYyLKMM844w+vvpLf7Cq1Wiz/96U948cUX8eyzz2LFihU4dOhQh6PLgNb7CrvdjoaGBq8J8759+7Bnzx4ArfG4s6qrqz2Kt3oTHR3d4b1PV3z99dcAWuN7WVmZxyiwL774Anl5eW0m84sWLcKzzz6LRx55BJdeemmb56mpqYHJZArKvTy5YhIcJl5//XUArcNLAyEtLQ3x8fHYtm1bQI7nzYABA7B582acdtppHbZoBarFSxluZTabAUCtyrdr1y6X3ler1Yri4mKXnuSkpCSvFRb379/vtee2I8q59+zZ41Lq3mazobi42KUV8L333kN+fj4++OADl8/CfR25jhQUFOC4447D0qVLkZOTgwMHDrQ55MZZv379EB0djeLiYq/PP/fcc1i+fDkefPBBPPzww7j66qs7Vb3w7bffxmWXXdapa2/vJmX06NEeQ6Y7k4Q7O3z4MG644Qb87ne/g8FgwK233ooZM2a4VG78/PPPMXz4cK/J9Zo1a3D++edj/PjxeOedd9odtlVcXAyNRoPBgwd36RqJKDTNmTMHd999N7Zs2YI333wTgwYNwoQJE9Tn33vvPZxyyil4+eWXXV5XW1sb9Mawu+66C2+88QYeffRRj+cGDBgAIQT69+/f4fdRoGNgWz799FNYLBZ88sknLj23/k6RChbn+4qYmBjk5uZiy5YtkGXZpTd4586dAH6L/UovtPtn6s8ItNzcXHz77bcwm80uDRi7du1y2a+mpgbffvstFi1a5FKQTEk6u2Lu3Ll44okn8Omnn+LLL79EWlpap+5Fhw4dCqA1Ho4aNcrlOaW4VHx8PG666SY89NBDmD17Ni644IIOj3vBBRd0asj5vHnzXCpw++Orr77CSy+9hL/97W9YunQp5s2bhzVr1rjcB3z++edtNqD/97//xb333oubbrqpw1U1iouL1VEFFFycExwGvvvuO9x///3o379/wNYj1Gg0OO+88/Dpp59i/fr1Hs/72mrq7KKLLsLBgwfx4osvejzX3NzssixNTEyM1+DbVZ9++ikAqAnm9OnTYTAY8J///MflPb388suoq6tzGbYyYMAArF692qWF8bPPPvNYRqKzxo8fj7S0NDz33HMux3z11Vc93qvSAux8jWvWrMGqVau6fN5LL70Uy5Ytw1NPPYWUlBTMnDmzw9fo9XqMHz/e6+9CcXExbrvtNvz+97/HnXfeiX/+85/45JNPPJao8CZQc4KTkpIwffp0lz9dXXfwyiuvhCzLePnll/HCCy9Ap9Ph8ssvd/nMv/jiC69DmQoLC3HWWWchLy8Pn332WYcttBs2bMCIESMC2gpNRD1Hib333HMPNm3a5BGLtVqtR9x89913211CJlAGDBiASy65BM8//7xadVZxwQUXQKvVYtGiRR7XJ4RwWS4n0DGwLd7iXV1dHZYsWRLQ8wRCdXU1Vq5ciczMTHU62plnnokjR464VJy22+14+umnERsbi5NPPhlAa8Kq1Wrx008/uRzTvaJwV5x55pmw2+0uy0k5HA6Pxm5vnzEAPPXUU10+56hRozBq1Ci89NJLeP/99/HHP/6xU3N3lZFW3u4rnnzySaxcuRIvvPAC7r//fkydOhXXXnttp+podPec4NraWnUFk4ceeggvvfQSNm7c6FJT5OjRo9i4caPX+4e3334bN954I+bMmdPmyEhnGzdu9LosIwUee4JDzJdffomdO3fCbrfj6NGj+O6777B8+XLk5ubik08+CeiC4w899BCWLVuGk08+WV3C6PDhw3j33Xfxyy+/+LxsguLSSy/FO++8g2uuuQbff/89jj/+eDgcDuzcuRPvvPMOvv76a7W40rhx4/DNN9/gySefRFZWFvr3749Jkya1e/yNGzeq6yY3NDTg22+/xfvvv4+pU6eq5enT0tJwxx13YNGiRTjjjDMwa9Ys7Nq1C88++ywmTJjgMqTniiuuwHvvvYczzjgDF110EYqKivDGG290arkmb/R6PR544AFcffXVOPXUU/GHP/wBxcXFWLJkiUer+tlnn40PPvgA559/Ps466ywUFxfjueeew/Dhw9Ve7c7605/+hL/97W/48MMPce2113Z6zte5556Lf/zjHy7L+ihFTqKjo9Wge/XVV+P999/HX/7yF7UYV1sCNSe4M5588kmYTCaXbRqNBnfeeSeWLFmCzz//HK+++ipycnIAAE8//TQuueQSLF68GNdddx2Ki4tRWFjosVZlQ0MDZsyYgZqaGtx2220exdQGDBjgMqzaZrPhxx9/xHXXXRekd0pE3a1///6YOnWqOgLGPQk+++yzcd999+Gyyy7D1KlTsXXrVixdujSgPajt+cc//oHXX38du3btclk2aMCAAXjggQdwxx13oKSkBOeddx7i4uJQXFyMDz/8EFdddRVuvfVWAIGPgW1RRuOcc845uPrqq2E2m/Hiiy8iPT29zQJf3eW9995DbGwshBA4dOgQXn75ZdTU1OC5555TR2ldddVVeP755zF//nxs2LABeXl5eO+997BixQo89dRT6tDfhIQEdWkdSZIwYMAAfPbZZ37VQznnnHNw/PHH4/bbb0dJSQmGDx+ODz74wGPaUXx8PE466SQ89thjsNlsyM7OxrJly9oc7dWRuXPnqr8nnRkKDbQO1S8oKMA333zjUiytsLAQd999N+bPn49zzjkHQGvnwJgxY3DdddfhnXfeafe4gZ4TXFFRgQceeMBju9Lx9Je//AVVVVX45ptvoNVqccYZZ+CKK67AAw88gHPPPRejR4/GF198gaioKI9pW2vXrsXcuXORkpKC0047zaVwKQBMnTrV5Ttiw4YNqK6u9ii6RUHSbXWoqV3uS8kYDAaRmZkpTj/9dPHvf/9bLbnvrK0lkhYsWOD1HHBbIkkIIfbv3y/mzp0r0tLShNFoFPn5+WLBggXq0g1tLd3krfS/+zIKQrQuG/Doo4+KESNGCKPRKJKSksS4cePEokWLRF1dnbrfzp07xUknnSSio6M7LG3vbYkknU4n8vPzxW233ea1HP8zzzwjhg4dKvR6vcjIyBDXXnut16VtnnjiCZGdnS2MRqM4/vjjxfr169tcHuLdd9/1el3uywY8++yzon///sJoNIrx48eLn376yeOYsiyLhx56SOTm5gqj0SiOO+448dlnn4l58+a5LC2hnOPxxx9v8/MRQogzzzxTABArV65sdz9nR48eFTqdTrz++uvqNmXZjvfff99l3wMHDoj4+Hhx5plndvr4wdLW0hYAhFarFaWlpSIhIUGcc845Hq89//zzRUxMjNi3b5945plnREJCgscSDe0tyeXtd/XLL78UAMSePXuC+baJqJv997//FQDExIkTPZ5raWkRt9xyi+jTp4+Ijo4Wxx9/vFi1apXf8cNde8spKsvseFvy5f333xcnnHCCiImJETExMWLo0KFiwYIFYteuXS77+RMD27o2b8vYffLJJ2LUqFEiKipK5OXliUcffVS88sorAoAoLi5W98vNzRVnnXWWx/txv6au3Kt44y2OxMTEiClTpoh33nnHY/+jR4+Kyy67TKSmpgqDwSBGjhzp9WdXUVEhfv/73wuTySSSkpLE1VdfLbZt2+Z1iaSYmJg2r8tZVVWVuPTSS0V8fLxISEgQl156qfj11189jllWVibOP/98kZiYKBISEsSFF14oDh065HEv2JllBg8fPiy0Wq0YPHhw2x+iF08++aSIjY1Vl2uy2+1iwoQJIicnx2PZKuV+4+233+7SOfzR3nJLp512mvj4448FAPHEE0+4vK6+vl7k5uaK0aNHC6vVKmbPnu31fqijZSLdf2f+/ve/i379+rks80XBIwkRgHGvRBRSzj//fGzduhV79+7t0usuv/xy7N69Gz///HOQrix0nXnmmYiNje2wFboj5513HiRJwocffhigKyMiIuo5lZWV6NOnD+65555Orw4BtA5zz8/Px2OPPYbLL788iFfYc+x2O1JSUvDwww/7NQLMYrEgLy8Pt99+O/7yl78E8AqpLZwTTNTLHD58GJ9//nm71QfbsnDhQqxbtw4rVqwIwpWFtmnTpuHmm2/26xiFhYX47LPPcP/99wfoqoiIiHrWq6++CofD0eX7ioSEBPztb3/D448/7rUidW9QXV2Nm2++Geeff75fx1myZAn0er3X9ZopONgTTNRLFBcXY8WKFXjppZewbt06FBUVdbmCMhERERHQWph1x44duPvuu3HKKafggw8+6OlLIgoYFsYi6iV+/PFHXHbZZejXrx9ee+01JsBERETks/vuuw8rV67E8ccf36nlFonCCXuCiYiIiIiIKGJwTjARERERERFFDCbBREREREREFDGYBBMREREREVHEYBJMREREREREEYNJMBEREREREUUMJsFEREREREQUMZgEExERERERUcRgEkxEREREREQRg0kwERERERERRQwmwURERERERBQxmAQTERERERFRxGASTERERERERBGDSTARERERERFFDCbBREREREREFDGYBBMREREREVHEYBJMREREREREEYNJMBEREREREUUMJsFEREREREQUMZgEExERERERUcRgEkxEREREREQRg0kwERERERERRQwmwURERERERBQxmAQTERERERFRxGASTERERERERBGDSTARERERERFFDCbBREREREREFDGYBBMREREREVHEYBJMREREREREEYNJMBEREREREUUMJsFEREREREQUMZgEExERERERUcRgEkxEREREREQRg0kwERERERERRQwmwURERERERBQxmAQTERERERFRxND19AUQBYIsy2hpaYEQAnq9HlqtFhqNBpIk9fSlERERUQAIIWC1WmGz2dRYr9VqGeuJqMskIYTo6Ysg8pUQAg6HAzabDVarFQ6HAwCg0Wig0Wig0+mg0+mYFBMREYUxJdYr8V6jaR3M6B7rmRQTUWcwCaawJYSAzWZTE1+73Q7l11kIAVmW1X0lSWJSTEREFGaEELDb7bDb7QBaR37Z7XZIkgQhhEu8V2K90kus0+kY64nIKybBFJaUFmEhhBrc3B8rnIOk8rwkSWqAVJJiZTsRERH1PFmWYbPZ1CRXo9GoCbHSE6xQYn1bSTEbwInIGZNgCivuLcJK4qr0Csuy7BEYvR3DOSkuLS1FUlISkpKSmBQTERH1MCVGO8d1JR4rjeCdjfXKsaqqqmC325Gdnc1RYUTEwlgUPry1CPtCSW6V11dXV8NkMsFut8Nms7n0FDsX3vD1fERERNQ57lOdfE1SnRuytVotmpqa0NLSgj59+qClpUXdx31UGJNiosjAJJhCXnstwoGgHEun06nnU3qcbTYbAO+FN5gUExERBY4S6x0OR9BivRLDnXuJLRYLWlpaWFSTKIIwCaaQFqgW4a5w7ylWAqVSkVK5DibFRERE/lNWerDb7R02disx2V/uU56U4zocDjgcDlgsFhbVJOrFmARTyApmi7AzZU5xe8+7J8XKtVmtVvV5JsVERERd012N3b7EeufknEU1iXoXJsEUcrrSItwTlCCocE6KleHT7kmxTqcLqfdARETU05QiV6Ea670lxd7qhzApJgo/TIIppPTU8Gd/hla1lxRbrVbYbDbU1dUhKyvLpdAWgyQREUUi95UewiXWd5QUHz16FOnp6TCZTBwVRhTimARTyPCnRTiUEkr3pNhsNmPfvn1IS0tTh09rNBqP6tOh9B6IiIiCwX2lh+7qOQ30ObwlxXv27EFcXJy6D+uHEIUuJsHU4wLVIuxrgPO3dbgzxwdaq08r53GfU+wtUDIpJiKi3sJ5lJQQokeGDXdHrFcauFlUkyi0MQmmHtVTLcLOumMIlvvflZ5i56TYarW2WY2SSTEREYUr96lOvTHWu5+DRTWJQhuTYOoRwV7715fr6QntJcUWi6Xd1mMmxUREFOoCvdKDP6/vqVgPsKgmUahhEkzdTgiB+vp6tLS0ID4+vscT4FAKMM5JsVarVYdTCSE8kmJlPrFOp+vxz5CIiMiZErcqKyuRnJzc43Eq1GJkR0U1WT+EKLiYBFO3Ur7gDx8+jJqaGowdOzZgxw7l1mFfj+88ZMw9KW5paVH3EUJAq9UiOjpaHU7FQElERD1BGf5sNpvx66+/4vTTTw+JmNQdPcH+xPuOkmJle0xMDJNiIj8xCaZu4W3t354cluQsnAJIW0lxWVkZqqurMWLECLX1WK/Xq0OqmBQTEVF3UGpcOMf6QMYff4pghhPnpFi5XzKbzVi/fj1OOOEE1g8h8hOTYAo6b2v/BiMJ9ud4oZKQd5Vz4Q0lGHrrKVaGTTMpJiKiYHBe6UEIEbRY749QupauUOK1Ert1utbbdxbVJPIdk2AKqrbW/pUkSa0IHSz2FSvRfO8iiIoKaIcNg/bB+2FJSUFMTIwaQJRrCXdKYG+rp1iWZTUpdk6YmRQTEZG/ZFmG3W53aex2jkfB7A1ubGzEqlWrUF1djaioKIwdOxbx8fEwGAyIiopyeU24JsHuWFSTyH9MgikovLUIO3/xBrt12LFnD5quvgZwOAAhsE+nxfZVqyCOFZkoKChAVFQU4uPj1esNlp4uBOItKXY4HHA4HGhpaWFSTEREPulo7d9gJcEKh8OB7777Do2NjRBCoLGxET///LP6/IABA5Camgqj0dgtCXBPxU0W1STqOibBFHBttQg7C3aLrP3HnwBZBoRAbZ8+2DbzDODYNTgcDmzevFndNyYmBrGxsWhqasKgQYNceonDSWcCmbd1C52TYmVIlRIgnZdoYKAkIiKFc2M34H3tX+WxMhos0Orq6mA2m9t8vqioCEVFRQCA6OhoGAwGaDQaDBgwALGxsQG/nu7QlVgPtF9Uk/VDKJKF590+haSOWoSdBX1Ykl6v/rU2J7vdXRsbG9HY2IijR49ix44dMJlMiImJwejRoxEfH9+rA0JbSbHdbofNZlOfd59TzKSYiChyOa/96xxD3DnHlmBwrqbckebmZjQ3N6Ourg47d+5EfHw89Ho9hgwZgpycHAChPz0q2CtNMCmmSMIkmAKiMy3CzoKdBOvPOAOWZxcDZjMMTU1qL3BHrFYrrFYramtrcfDgQQCAwWDAqFGjkJKSAr1ej9jY2C4HhVBdgslde0lxRUUFKisrMXjwYI91C4PRwk9ERKHF20oPHcV65XXBEB8fj/T0dFRUVHTpHLIso7a2FgBQUVGhxr78/HwMHDgQAJCQkOBTbAuHecftJcWNjY3Yvn07CgoKYDAYOFWKei0mweQ35xbhzn5BBqowluPQIVi/XgbIMjSnnAJk9QEAaDLSYbj0UlifeQaZhTuRWFaG2mMtvV1ltVqxfv169XFWVhaysrKg0+mQk5MDvVOvc2/jnBTLsozGxkZIkuTRU+xeeINJMRFR7+JtpYeO4n2gkmC73Y7i4mK0tLQgNTUVSUlJ6vELCgrw448/qtflCyUB3Lt3L/bu3QsAiIuLw6BBg6DVapGZmRm2w6c7wzkplmUZdXV16n0ai2pSb8UkmHzW1RZhZ4HoCbbv3IW6i/4A0dQEAKh56y0cXLAAIjEB2UIg+b//BQBoZBkJZQd9ToLdHTp0CIcOHQIAREVFITMzE3q9Hvn5+UhOTg7IOXwR7ECkDHFXAqGyTbkxaq8aJZNiIqLw5b72b1diPeBfEmyz2fDVV1+hurpavXdITU1FdHQ0EhMTsWvXLr8S4LY0NDRg48aNAFrfR05ODgwGAzIyMtCvX78eL4IVLMrPSonf3opqtrUkE5NiCidMgsknvrQIOwtEdejGBx+CaG4GZBlV/fphzZw/QdTWAPV1OADAePNfIMkyEssO4siI4X6dqy0tLS0oKSmBJEnYs2cP4uLioNPpkJeXh8GDBwflnD3JW9ETb8OnlaSYPcVEROFLSXyUWh9djfXOvYu+2r17N6qrq9XrAYDKykoAQGlpqc/H7QohBEpLSyFJEoqKirB582ZotVqkpaVhzJgxamzrjuvoLu5VvllUk3obJsHUZb62CDsLRE+wo6ysdQkkAEXHT4UAAKfkyhIbC0gSjhxbBimYlPfS0NAAAKipqcGmTZvUFmuNRoPKykokJCQEZfh0dwTGzpzDW6BUhsvbbDZ1H+ekWAmUREQUOvxt7Fb4G+8bGxvVKTk9TXkfjY2NAID6+nrs27cPQgjExsbCaDSipqYGOp0O0dHRPXmpPvM11rOoJoUbJsHUaf62CDsLRBKsGzUS1mOJsC0qyiUBPnYS1/93M/cW6+XLl0Ov12P48OHQ6XRITk5Gampqj1ybL3xZ51EJgs7HUJJipadYc2ztZvdASUREPUOJ9f40div8HfmVnJwcEglwW5T3ZjabYTabsWLFCgDAkCFDEBsbC5PJhOzs7LCLa13t8e9sUsyimhQqmARTpwSqRVgRiCTYuuA6WFavgbGiAhl79qC2b06PJbydZbPZXNYo7tOnD6KiopCQkKBWXfZVOATYziTF1dXVSElJQXR0tBoow+G9ERGFO/eVHgIxx9PfeJ+VlYXY2Nh21wMORbt27VL/npiYiKSkJERFRWHw4MEwmUw+H7e75gT7ozNJcUNDA6KjoxEXF8ekmHoEk2DqkHPvb6CGsnS2OrTjwAE03PZ32HfsgCYjA6b7F8EyfDgOHTqEmu+/x6CqKkCjQf7KVajM7YeqY0sbAACEaE2Klf+HoMOHD6s3CDt37oRer0dcXBzGjh2LmJiYTn/e3TUcOtDB1zkpVt7D9u3bMX78eMiy7LXwBpNiIqLAUxokldgcqISkM0mw3W7HmjVrcODAAWg0GowYMQL9+/dHVVUVCgsL1QrF4aq2tlZdkmn37t0wmUwwGo0YPnw4+vTpE3KxHghssu0tKT5w4ACSkpLUewAW1aTuxiSY2tTVtX+7ojPDo0RLC+rmXAr5yBHA4UC1xYKvN26EdfduAEB+eTmODB0CfVMT7Mao1gQ4hBPetiifQ0tLC1paWtDQ0IDDhw9DCAG9Xo8xY8YgKSkJBoPBpzWKA3mdwTy3cxVRJRACv81Bb6saJZNiIiLfOY/ICcTwZ3edSYJXr16tzq0FgA0bNmDDhg0AAJPJpN6H9AYOhwMNDQ1oaGjATz/9BKD1nig/Px8DBgyAJEk+r1EcCMGO9cBvvxPK8GgW1aSewCSYvApWi7CiUy3D23dAPngQAODQarHu4j/A6lRoYl///kD//gAAbXOzZwIcxomR8tnYbDasW7dO3Z6VlYXs7GxotVpkZ2fDYDB063V11zAs55sw955iJsVERIER6KlO3nRm5FdJSUmb9wRNx5ZB7M1kWXZZozg2NhZDhgyBRqNBeno64ruhwKez7oihzsk2i2pST2ASTC6UL559+/YhPj4eCQkJQfmS6dQcId1vv55NycmwxsS4X6ya6Dqioto7ma+XGXKc1yg2Go3Izs6GTqeDXq9Xe06DpaeHYXlLipU/FovFZZ1i58IbTIqJiDzJsowjR47AYrGoQ3KDoTMjv/gd7cpsNqs94QDQr18/6PV6xMbGBv3c3bUMU3s9ziyqSd2BSTCpnFuEDx8+DK1Wi8TExKCcqzNJsG7EcGhGjICjsBD65mZvB2n/cS9nsViwb98+9bOMiorCgQMHkJOTg+HDhwd8KYLuGCLVlblIzu9Pq9W6JMXK/DElUCqNBMpwKgZKIopUykoPdrsd1dXVaGpqQlZWVtDO15l4P3ToUGzbti1o1xDuDhw44DKE+Msvv0RiYiKOO+44GI3GsIv1XT1PV5Ji50ZwxnpqD5NgAvDb8GeHwwGNRuP3kgYdUb7MhRCAxQLbipUQFgv0EyZAk9a6bFBlTQ2KzpiB/L17EGU2I2/1GpRMntTWAYN2raHOfU5xTU0NduzYAVmWkZKSgvHjx0OSJMTExPi9RnEoJcHumBQTEbXPffiz8l0ZTM7xvry8HI2NjUhKSkJSUhKA1uHOjY2N0Ol0LnN/A7GKRG+ifBYOh0MttHXgwAHIsgyTyYRx48YhLi4OBoPB7zWKuysJ9nWqnbeimt6SYk6VovYwCY5wzi3CzgUxgr0wvfJF5KiuRsPFc+A4Ng/GmpaG8vvuRYVGA2tjIya+sgSSrTUopu3Zg/3jx0Eow36d5wCHYUGsrujqzYByg1NZWYmvvvoKQOuQtFGjRiEqKgomkwnp6eldCgg9PRy6q9pLig8fPozy8nIMHTrUYzgVk2Ii6o28rf0b7AZv4Lc5wStWrEBRUZG6PS8vD0Br5WRJktS4pWAC3DHlPq2pqQk///yzun3AgAFIT0+HTqdDZmZml6ZLhcJw6K5or35Ic3MzNm3ahNGjR8NgMDApJhdMgiNYewUxOruEka+U1r+mJ/8FR3ExAKAlLg4/z70E1kOHgGPPr7jgfOgtLUgsLUPxpIkQ7q2GyjX28i+yQAQlWZaxadMm9XF6ejqSk5NhMBgwcOBAGI3GDq8hlHuCO+KcFCvziJXGHqWnWBkFwaSYiHqL9tb+DXaDN9D63XvkyBGXBBhoLYZFwVFUVKR+3iaTCX379oVWq0W/fv3UHvj2hNpw6K5wToplWVZHGQghWFSTXDAJjlDeWoSddcdwaABw7C0CjiXhRVOnwBYdrSbAAFCX3TpPqTI/3/scYOdtvbw3ONDKy8tRUVEBIQQKCwuRlJQEnU6HwYMHo0+fPj1yTcFMgp05r0EMuPYUOxwOOBwOtLS0MCkmorDmvtKDe62IYDd4A633E2azmcObe0hTUxN27doFSZKwY8cOpKamQqvVIisrC0OGDPGIZ+HWE9we5xVOnCtPd1RUU6fTMdZHACbBEaa9FmFnwQ6Maktdfn84Nm4EHA5YY2Ig/Cl2xS+rLnNeiqm8vBxAawVqg8EASZKQl5eH4cOHq0Uowrkn2P087nORvC3R4JwUO7ceOwfKQBcgIyLyl3PhICXZ8PY91V3DoaOjo5kA9zDl86+srAQAHD16VC1GlpKSggkTJkCj0cDhcIR1T7D7OQB4NPywfggBTIIjSkctws66qydYvupKWL/7HoaKCiQePIhDBSOCdk7qPKVldNeuXdi1axcAICoqCn369MHBgweRmJiIGPclqwKgOxLtzp6nvaTYbrerz3tbooGBkoh6ivtUp45ifXcMh05JSUFSUhJqamqCeq5I19XedmUN3iNHjuDTTz8F0JoYxsfH49ChQ4iKikJSUlJQYlp3xHvlHO2dh0lx5GISHAGcW4TbGv7sLpCBUTQ2ounp/8K+aye0ffvCdOONkJJb56Rs2rgRw44F6rx161HVrx+ODh/mfPGtPbwc6tzjWlpaUFxcjOJjc7gHDx6MqKgoxMTEoF+/fj5XeXTWnUszdPV620qK7XY7bDabS1LsvERDID4XIqLOcF/poTONfQGL9UJg9+7dKCsrg16vx/Dhw5GamgpZlrF3715YLJaAnIfaFojOC4fDgZqaGvz4448AgKysLKSlpUGv16Nfv34d1g/prO7qCfY11gPtJ8Usqhn+mAT3cu0Vv2pPoAKjsNlQd+k82LdsAWQZ5vh4/KLTourYHN/Ru/dAbmmBpNGgJS4OVfn9W4tdOX9pKV/qTIRDyu7du9VW5x07diAhIQFGoxFDhw5FbGysT8fsriQ4EC3QnUmKrVYrZFlGUlISk2IiCpq2VnroSCBHfW3atAlbtmxRHxcXF0Ov18PhcCA+Ph5NTU0BOQ91r0OHDuHQoUMAgC1btiAjIwM6nQ55eXnIzMz0+bjdNSc4ULEecE2KnYtqAoDZbEZKSoraCM6kOPQxCe7Futoi7CxQgdG+cSPsxyoSy5KENX/6I8ypqRDHkvIN/fOA226B5HAgsawMdr3eNQFWrtk9MaaQoPyO1NXVoa6uDkBrVUqTyQS9Xo/Bgwejf//+nW6NDeWe4I54S4qrqqpQVVWFESNah/l7q0bJpJiI/OFrYzcQwAZvIdT5pc6U4ba1tbV+n4MCr6vDp61WK0pLSyFJEoqLixEbGwtJkpCVlYXRo0e7xMCOhGpPcEe8JcVNTU3YtGkTTjzxRHXlCRbVDH1MgnshX1uEnXlbs8+na2lqVv9uTktDQ0aG9/20WtTk5rZ9ICYKPaarQVKWZZjNZgDAmjVrsHbtWgghkJOTg1GjRkGWZcTFxXldtzCceoI74hwk9Xq92npss9lgtVrVQMqkmIh8JcuyOuLEl1gfqAZvWZaDPreYAs/Xn73yOiXW79q1C3v27IEsy4iPj8ekSZOg0WhgMpkQFRXV5jHCoSe4I87LjSlLMbGoZnhgEtzL+NMi7CxQgVE3ZjSk+HjIZjMkb8fjEkchz9/fA+X1ZWVlKCsrAwAYDAaMGjVKLcCRmpqq7huuPcHeOAdgbz3FymgNpbfEPSlWAiURkTPnlR6U7zNfY30gkletVos+ffrg8OHDfh+LwpPye1RfX4/ly5er20eMGIG4uDgYDAb06dPHJQaGY0+wNx3FehbVDE1MgnuRjtb+7QpfAqNwOABJguT0hdNsMODAtdcg66l/I7ayEgkHD6E+q4/nUkgAE+AIYrVasX79evVxTk4OYmNj1WARbN1ZhbqtAKwEQYVzUuytp9g5UBJR5JJlGXa73e/GbsC34dDK97Tzd5vdbkdKSgrKy8sDMoqMQkdXR4O52759u/r3xMRENRFWamcEU6jEehbVDE1MgnuBQLUIO+tKYBSNjWj4++2wfr0M0GhgvGQOHAuuQ0VVFUr27UPB++9Da7cDQmDkZ59hzaWXwGYy/XYAWf4tAeYNfljyN0iWlZWpx9BoNPj+++/VOcXp6ekBvNJW3dk63NnzdCYp1mg0HoGSSTFRZOjs2r9d0dVRX9u2bcPmzZtht9uRmZmJCRMmoLGxEfv27UN9fT0T4F4okA3TtbW1qK2tVeP9qlWroNPpkJ2djYEDBwY8noVqrGdSHBqYBIe5QLYIO+tKYDQvvBfWr74GZBk2nQ4rIVBzbL25WL0eR6NNkIYNRfL+A9h0/nmwG93mhyj/sIXgkOgwFYggqRxDlmUcOXIEAFBaWoqoqChIkoTc3FwUFBRACAG9Xu/X77ksyy4JZ7B0JTC662xS7D6nmEkxUe/j3NgNtL/2b1d0ZdTXvn37sGHDBvWx89qyLPpDXWkMV/arqKgAABw+fBjbtm2DEAIpKSkYP3489Hp9QGJ9T/cEd6SjpBhgUc1gYRIcpoLRIuysK4HRuvyb1t5cADt+dzpqcnLU58w2GzZfcF7rMa1WyAZD+wdjEO21fO0tVpYg2LlzJ3bt2gUhBOLi4jBhwgRoNBrExMTA5DyyoBO6s3U4UMm2c1Ls3GBgtVpRX1+PgwcPYtCgQUyKiXoZ55UeulJ9tzO6MurLecSOt2ukyOZvY7gS6w8dOoRPP/0UQgjodDqMGzcO8fHx0Ov1iI+P71JMC8We4I60lRQrDeDFxcXIzs5GbGwsk2I/MQkOQ8FqEXbWpXlC0dFAQwMAoKZfvzYrOct6faAuj8JQIHuLGxoa8N1336nbhw0bhtjYWBiNRmRlZXWYeHZn67A+CL/3zpWngdZ6AOXl5Rg4cCCsVqtLNUomxUThKRArPXREGfXVmSJF3ir6EwWDEuvtdjvWrFmjbu/Tpw/69u0LSZLQp08fREdHt3uccOgJ7oh7UnzkyBFkZGSwqGYA8BstzMiyjKqqKhgMBhgMhqD9o+vKcOioa69B86L7IAAYGxrQmJzkPRHu6B9kW89ziHSv5++c4sLCQvXv8fHxyMzMhFarRV5eHhITEz32D8fW4fYIIdQkV3ms/LFYLLBarQC8D6lioCQKPUIIdY5tdHR00IYbK8fsTBI8ZMgQ7N27N+DXQJHD31h/+PBhtQK5Xq9Hbm4uNBoNMjIykOM0ClHRncsudldPrNK4rjRKsaim75gEhwnnFuFNmzZh+PDh6rIyweDeEyyEgGP7dsj1DdANHwbNscTCbDZjS1Yf9OvbF1GlpRj2zbdY9ef5EAA8vuZ8TWb5D7fXC2Thjfr6etTX10OSJOzcuROpqanQaDTo06cPhgwZog71702B0eFwuJzHeXSIVqv1SIrbWreQ8/qIep4yzaGoqAharRZDhw4N2rmch1wqGhoa0NDQgLi4OMTFxQFo7ZErLS2FyWRCY2Nj0K6HerdAxnqbzYa9e/dCkiTs3r0bycnJ0Gq1SExMxMiRI2E0GrstBndng7f7uVhU03dMgsOAt7V/gz3/xrknWNhsqL9uAWzftg4/FQkJqPvn46gwRaO6uhqjv/gSUQcPAgBiqqoQXV2NxrQ0z4PyHxz5wbnHojPcC28cPXoUhYWF6jyj6OhoWCwW6PX6oAWvUOlxbi8pVuZhOSfFSssxk2Ki7qM0diu1PrRabbfEeuC3+gXbt293Wb5u6NChMBgMOHLkCPR6PRNgCrqu9hYr+1ZXVwNojfnFxcVq4peenq5WXQ7WkP7ujPUAOoz3LKrZOUyCQ5zSIuw8H6i7AqNyjuZXX4Ptu+9br0ejwZrzz0V1Wam679Y+mYg68wzEVlSiMTkZjSkprgdzrvocgf/IKDCcg6KvQ6osFguA39YpXr9+PTQaDcaMGYOUlBRotVokJCQELJi599AGS1cLcHU2KVZ6iJkUEwWXt8ZujUaj1v4IFuckuLq62iUBBloLEiqMRmNQr4UICExvsfO/m/3792P//v0AgLy8PAwZMgSyLCMhISFgNTu6s8cZQJfjfVtFNSO9fgiT4BDl3iLsfPPZHT3BzsOhHTt2tM7xdThQetwYVPfr57JveU4OpKwsCI0GGrvdcz6wkvwqybCyjchHgRxSJcsyNm7cqD5OSUnBwIEDIYRARkYGYmNjfT52d81H8jfZbisplmWZSTFRkCmx3r34VXfFeqD1u0rpSWuL0ohI1FP8/TdRUlKCkpISAIDBYMDIkSOh0WiQkJCANG8jGDupO6dYAe33BLfHvahmpCfFTIJDkLcWYedfvu4eDq3JylK3NycmQpJlCOdWKElSH7dbAboX/gOi0ONv4Y2qqipUVVWpx8rPz4dWq0VSUhL69+/fpUAQDusRe9NeUrxt2zbExsYiKyvLI1AyKSbqPPeVHtz//XTHqC/l37osy4iJiQnquYj8Fch/D1ar1WXd6759+8JkMiEqKgoDBw6EoaMlPd2uq7vqfwRyRRhvSbHyp7S0FLW1tWotld6YFDMJDjHOvb9t/aJ3VxKsnEP/58vQ8NHH0B4+jNjyctcEmCjEtJcA+zLXqKioSH3dzp07ER0djejoaIwYMUItGtOW7mwdDmay7fxd5Fx90uFwwOFwtFloKxjLtxH1BsocvfZ6drq0VKEflPNkZGQgPT0d5eXlQT8nUaD52wBeWlqqxqudO3ciKSkJOp0OAwcORJ8+fdp9bXcOh+6uWC/LsjrKrK2imuHeAM4kOER0Ze3fYCTBwuGA9euv4ThQCt3gwcBxYyCEQENDAzZt3Yp+qSmIOXwY2Vu3oXLAABwcPcr54tnLS2HB1wCpvK6urg51dXUAWucZGY1GaLVaDBkyBAMGDADgOlenp6pDB/tcStBzrizrXMFe+f5yHz7NpJginXORmo7W/g1WT3B5eTnKy8thNBrRv39/aDQa2Gw2bN68mUOeKWwFYpqUcgyLxYIjR44AAMrKymAymSCEQHZ2NsaMGeNRZKu3VaEGXGM90DuLajIJDgGdaRF2FugkWMgyGq5dAOs33wBaLWQhUHL1VajI7Yfly5djdNlBxGzd1rqvRoOmhATviS/n+1IEkWUZzc3NAIANGzZg48aNEEIgLS0N48ePV/9d99bA6ExJbt2TYrvdrlblVALif/7zH/z1r3/1a641UTjqaKqTu2A0eBcWFmLt2rVqr9nmzZshyzK+//57pKSkqI18RL2Rr/+mmpqaAAB79+7Fvn37IMsyoqOjMXnyZBgMBrS0tHTLdIKeaPB21pWimu+++y4mTJiAUaNGeRw7VDAJ7kFdaRF2FujAaP3229YEGK09wusv/iMq0lKBpiZAkrA2NgZRV16BqPp6JB84gJq8XNcDOBe9Uv7ORJjClK//vpyXZPryyy/V7XFxcairq4PRaERGRkZQAlh3zT3u7LnaSopra2uxcOFC3HDDDd1xqUQhQ4n1yk1sj8R6qxXr1q0D8Nv3lfOSR2azOWDnIgpFzv+efB0+ra6c0tyM77//Xt2empoKvV4PSZKQkZHRpTnFXTl3KMZ6wLN+yLPPPovbbruNSTB56mqLsLNAB0b58GE1ea3NyUbF4EEuz1u1Wliz+qA+MwPlgwd5T3K5/BH1EsHoeVGkpKQgKysLkiShb9++iI+PD8g5HA5HwJZ66My5uprIK4FSaU1nLzBFCudpAl1p7AYCH+ubm5vbvekPZNV9olDn/vvu75ziyspKVFZWAmhdTmzgwIGQJAmpqakdzinurO7uCe7qfYVzUtzY2BjyxfaYBPcAX1qEnWk0GjV5DgTd0GHqUGZbVHR7J2YvL0U0f29KlcrTkiRh69atyMnJgSRJSEtLw6BBg3yeQ9PTw6E7q7GxEdHR0d3Wkk3Uk/xp7Fb2D2QSHBMTA71eD5vNFrBjEvUWzgmwvwmxxWLB9u3b1eNkZmbCYDAgJiYGw4cP97mXuLtjfVRUlE+vFUKgsbGxw+KhPY1JcDfyp0XYWaCTYGnscaj7w0VIePsdxB8+DK3VCofeAHi7NCbAFMHaG0rVlaCp7FdaWgoAOHDgAHbt2gWNRoPY2Fgcd9xxXeol7s4hUv4mwTExMWFRMIPIH22t/dsVgU6CtVothg4diq1btwbsmES9UVuxXKmU3NVYrxTZAoCioiJER0dDr9dj2LBhyMnJ6fR1hUuDN9A6j5o9wQTA/xZhZxqNBlartWvnt9vR8uZbsBcWQpudjaj586CJjUV9fT02/for+h04AACIam7G2LffxYY//RGy+y8/e4GJVO5BUF1X28cbV2U+Xn19PQ4fPgyNRgOtVothw4ZhwIABcDgciI6O9vq90V1DpJS5Pr4GRrPZDJPJFOCrIgodHa392xW+fpeUlZWhtLQUOp0OgwcPRkJCAqxWK7Zu3YpDhw75dC1E5L0hvKu9xlarVb2H//nnn6HT6dTK0+PGjVNjvbeY7m9i2hX+nquxsTHkpz4xCe4GgWgRdtbVwCiEQMMNN8K6bHlr9WcAm/fvx9Epk2Gx2TDCGIXYVatb95VllI47DrLkNPRZAIBg9WeiTghEz40yasThcGDz5s3YvHkzACAhIUGtPB0XF6e2snbn8gwA/OoJjo2NZU8w9UruKz34uySYL0nwrl27sHr1apf1ThMSEtDc3Iy0tDTU19f7fD1E9Bsl8VX+7+sQaqXB7MCBAzhwrENKr9dj4sSJMBgMMBqNSExMVNfz7q6eYH/OZbPZYLFYOBw6kgWyRdhZVwOjY9t2WL9e1vrAbsevsy/AkWHDgIYGAMCGlhbob70FeksL+m78FUeGD3c9gKT+h4j8oNVq/ZrKUFdXh2+//VZ9PGLECJhMJtTV1SE9PT0Ql9gu55EsvgiHQhlEXeW80oPSM9QTsV4IgQ0bNqh/V/5fU1MD4LfpF0QUeM4JsL9TGWw2G1asWKE+zsrKQk5ODiorK32ep9tV/vQEKyPb2BMcoQLdIuxMq9V26R+XXFur/r0lNhZHRozw2McWY4LNFI1d009r+0DK8kdE5BPnBNifOcWK7du3q3+vq6tDRUUFACAnJwepqal+Xq0nJsFErtynOgUy1ne1/odyLUTUs9zv0f0ttHXo0CF1KoMkSer3QnJyMnJzc4MyusqfJFhZCSLU4z2T4ADzde3fruhqC5Nu+DDAFA3R3OI5z9dZZ9b45TBGooBoa3kGX4NlU1MTCgsLIUkSCgsLkZmZCY1Gg6SkJAwfPhw6nf9f90pQ9PU7jUkw9Sb+rvTQEeciPJ1dVzg9PR0VFRVc7ogohASyl1gIgV27dqn3Crt374bRaER0dDSGDx8esN7XSFgJgklwAAWy+FV7ujwcOj4e5bf8FamPPIboujrEHTkKc0Y6hLdrY5JL1COUf9PekmNv29viXo3y0KFDKCoqglarRVRUFEaPHq0One7q95O/VajDoVAGUUcCtdJDR5R/a51NgoUQyM3NRVVVVUBXkCCiwGnr/r2r06WUWF9VVaVuKykpgclkgiRJGDhwIAYPHgyg67FeuU5/hkOHw0oQTIIDRJZllJeXQ6/XB/0H7y0JFjYbml98CfYtW6BJS0P0dddC26cPamtrsXnzZvRbsRKaY8Okxr/zDlbPm4vmhATXA7P6M1HIcU5+fZ1T3NLSAqA1Cf3uu+/U4cy5ubkYM2YM7HZ7p1pt/a1CzSSYwp0QArW1tWhpaUFiYmLQEmDgt2kH7v/u9u/fj5KSEmg0GgwaNAiZmZmwWCzYsmULKioqmAAThaH2pkt15RgNx+r9bNy4EVu2bIHdbkdKSgomT54MjUYDo9EIvV7fqWP19qlPTIL95NwivHfvXmRkZAT9Js89CRZCoOHGv7RWfwbg0Ovxa309jkyZDJssY2hWNuK++17dv2jKFDS7r0EqBJNgohDnfnPra6BUvj+Ki4tRXFwMADAYDJg0aRJ0Op1LNUr38/vbExwOgZHIG1mWYbVacfjwYdTX1yM5OTmo51NuQJ3jvVL9GWj9979v3z6YTCbYbDakpqaqDV5EFL7c47pOp1OL7HaF8pqqqip88cUX6qiSkSNHIi0tDQCQkpLiEddlWYYQwq/h0OwJ7uXchz93tWCVr9yTYLm45LfqzwC2njkTB0cWABZL6+P9Jdh+5+3QOBzIXbceB8Ye55nsSlLn5gQTUcgIRC+xwmq14ueff1Yf5+bmqi3HikAkwcFOHIgCzXmlByEEdDpdt8R65QbS+VzKcmnKdQG/FaE5fPhw0K+JiLqfcwLsa+O3c8X4LVu2qNvj4uJw2mmnITo6Wt3mnNf4IlwavLtnsaleyOFwwGKxwG63Q5IkaDQavye7d5ZHT3BT42/XpdPh4OhRgNsQBlmvhz0qCkUnHA90VByLiMKOt15i5/931f79+7Fv3z6XbZwTTJFGKX7lvNShvw1OnaXcWzjHe196g4io93BPgP0tPmU2m7F+/XqXbcp3jj9zgsMh1jMJ7iKl99dqtXoUxOiuwOgeFLUDB0LKSIfQaLwXu3LGJJcoIji3+iq9uV2Z3yNJEmqdllcD/O8JbmpqQlxcnM+vJ+ouylQnq9UKh8OhJqTeEtNgcj9XTk5OyA8xJKLu45x3OMf4zi7X5ryWuPMx/al30NTUxJ7g3sZbi7DzL0hPDYe2aTQ4eOutcMSYoLPZkL5rN6SuDpXgcgpEvZbyfeH+/dTesklCCJhMJpdtgSiM5X5MolCjDH+2Wq3qHDr3WN9dxaec470QAmlpaQFZ7oyIeh/3ekFKY7jyneEtqZUkySNhDUSsD4ckmN+kneC89q+3gKjo6sL2XboGiwVNi5+DffMWyCnJ0E4YDwCoqanB5s2bkfvNt9A1mAEAoz/6GKvmz4U5I8P5TbT+v61WHbYsE0Uc56GV7jf2iYmJ6vIKCn97gs1mM3uCKaQ5r/2r9Pq6C3ZP8L59+9Tqz8qos5aWFmzZsgXV1dWwHVvpgYioM5RYryTFzt9hWq0WY8eOddk/EPU/wmE4NJPgDjgXxADaH16g1WqDMl9HCIH6a6+D7aefAVmGw2CAsFrxtizDIQSG5OcjbtlvhbGKTjge5mPrgHo5WOv/mfQSkRP3Brw+ffp49DgFYk5wOLQOU+Tpytq/wewJLiwsxNq1a122LVu2DHa7HWlpaVz+iIj85tyIFx8f79E47W+sD5c5wUyC29GZFmFnweoJduzdC9sPP6qPN599Fg6PGA5YrQCAbbt2Ycedt0NyOJC3bj32HzfGe/VngNWfiahTCgsLkZOTg9TUVHWbw+HweSimEAJNTU1hERgpsriv9NDRXLhgTn1yrtqqUJY9YvVnIgq06upq7Ny5EwUFBeq2QNT/SElJCcTlBRXnBHvhPB9IGRffmbHxwQqMoqlZ/btDp8PhkQWe1Z91OjiMRhQdPxWO9ubcMQEmok6qq6tzeRwp84Qocsiy7LHSQ0fFYII59YnVn4mouwUj1odDgzeTYDdKi7Ay/7cr1dGCFRh1QwZDysgIbvVnFsYiIjfuQ6QCMU+Ic4IpFCiN3RaLpcPhz+6C2RPct2/foByXiMgbSZI8EtZIifVMgp340iLsLFiB0SpJKL31r7DHxkJnsyFj566uJ60d7c8eYqKI5v5dl5aW5tGw5888IavVCpvNFhaBkXo358ZuoOPhz+40Go1aMDOQZFlGamoq9Hp9QI9LRNQWo9GI1NRUWI9NsQQip/4H5wTjt4IYvvT+OvOnWIZobkbTc8/DsXsPtH1zEH3dtdAkJqKqqgpbtmxB/2++hb6+HgAw6uNPsHrupTD3yQQkqbXaG6s/E5EfhFtDmdFoxK5du2C1WpGQkICkpCRYLBafh0g1NjYCQFgERuq9lFjf1d5fZ8rNoXKMrhBCYO/evTh48CD0ej2GDRuG5ORkNDc3Y/PmzaitrWX1ZyLqNlFRUSgrK8OuXbsQExODpKQk2Gw2v9YjD5fh0BGfBHe1IEZ7fF02QdjtqJt3GewbNwJCwGEwYENdHY6OGwuHLKNg8GDELluu7r/v+KloyMxQ3oD7G2r9P5NeIvLDwYMHcd5550EIgerqatTU1KCxsRG7du3C0aNHkZSUhKSkJMTFxXXqO9Nsbl3CjUkw9QT3lR78ifVKEuxLobgtW7Zg06ZN6uOioiLExMTAarWiT58+QV16iYjIXW1tLUaOHImMjAzU1NSgpqYGVVVVsNvtWL9+vRrrExISOtU7LIRgT3A4cO79bW/po87ytSfYvmED7OvXAwAEgA0XnIeKgQOB5taCWBu2boXutlugs9mQv2Jlx9Wfg4nVpYkighACzc3NSEpKQnZ2NrKzs7Fq1Sr07dsXQgjU1NSgpKQEkiSpQTIpKQkmk8nrd6kSFP0ptkHkC2WlByXB9Pd3UPn97mq8l2XZo/qzEEJtINq/f7/f9yFERF0hSRIaGhqQk5OD9PR0pKenQ5IkOBwOJCUlobq6GoWFhS6jwpKSkhAfH9/md2m4zAmOyCS4K2v/doXPPcHmRvXvlrg4VAwe7LGPPToa9uho7Jh5RvuJbrADKAM0UUTQaDQeLbmyLCM2NhaJiYno27cvZFmG2WxGdXU1KioqsHfvXuh0OpekODo6GsBvSTBv8qm7KPN2/R3+7E6SJJ9qgHRmHrH7tAQiomASQiA+Pt5lm8PhgNFoRGZmJjIzM9VGcaWnuKysDLIsIyEhAcnJyUhKSkJsbKz6/drU1MSe4FAU6BZhZ772BOtGjwZiYiCamiB3dD3siSWiINDpdC4Ng5MmTYLBYHDZx71YhkajQXx8POLj45GXlwdZllFXV4eamhocPnwYu3btQlVVFT766CNkZ2d7HC+YHnnkEdxxxx34y1/+gqeeeqrbzkuhIZBTnbzxZTUIrVaL9PR0VFRUMNkloh7h3mGXn5+PrKwsl33cY70kSTCZTDCZTMjOzlaHPCtJcXFxMQDg+eefx+jRo2E2m7stCfYn1kdMEhysFmFnvvYEW2NjcPCvNyHz8ScQXVeHhEOHUJ+VBa8hsq1rZnJMRH5wXp9UCOE1Ye1o7UCNRqP2ACvH3L59OxISEvDxxx/j0KFDGDlyJE499VSceuqpmDZtGhITEwP+XtatW4fnn38eo0aNCvixKfQpsV75fQ3G6ANfeoJlWUZWVhaqq6u5HjAR9Qj37y2j0ejxHdlRrFeWVYqNjVVHhdXU1CA/Px9ffvkl7HY7pk2bhunTp+PUU0/Faaedhtzc3IC/F39jfURMzlJahK1Wq1/Vnzui9AR7a+GVzWY0LX4O5oX3ouXtdyCO/RJWVFRg5cqVSPr5F2hbWiABGPd/78BUXe3tjbR9cibARBRA69atc3msNCR2ZdkEnU6H0aNH47///S/uu+8+jB07Fvfddx9kWcadd96JCy+8MNCXDbPZjDlz5uDFF19Uk3GKDMpUJ6vVGtQEGGi7J1gIgaKiIqxevRpbtmxRlx1pamrCmjVrcPjwYY8EmFMEiKinFBYWoqGhwWVbV9cJ1mg0SElJwQMPPID3338fAPDyyy8jPz8fr7zyCkaMGIHmY3WOAiUQsb7X9wR3R4uwQmk1UQptKURTE+p+fyEcRUWARgO7JKH4wAGUDx4Em82Gsf37w/TDj+r+xVMno9H9ByrLrUmw0jLDoElEQdTU1OTyXabc8Pu6dmBjYyMSEhJwwQUX4IILLgAAtLS0BOZinSxYsABnnXUWpk+fjgceeCDgx6fQFOzhz+7a6gles2YNdu3aBenY8oU7duxAXFwcGhsb0b9/f683ghwaTUQ9yb2QVVeTYPdjAcCMGTNw1lln4b777kNLSwuioqICcq2KQMT6XpsEK2v/HjhwAHV1dRg2bFjQW1udl01wHkZg+eQTOPbuBYSADGDN/LmoTU0BamsBAKsKCxF17TUwms0Y9MMP2D9unGeSqxyPwZKIgkySJCQkJLh8Zyo3/P4ERvd1AwMdFP/v//4PGzdu9OjFpt7N4XCgtrYWW7ZswZQpU7qlZ9VbT7DZbMauXbsA/JbYWiwWWCwWAK09LkREoUSSJI/CWF0d9eXM20oQoRrre2US7NwibLfb0dzc3G1BEWgNyHq9Xt0uV1W3JrEOB2r65qC2b1+X19kdDpjT02BOTUHV/Hnt9/KyB5iIgsC5MJbBYMDUqVNdnnc4HH5V0veWBAdSaWkp/vKXv2D58uUBD7gUmtxXemhoaOi2ocXeeoI7GtnAHl8i6mnORXwlScLkyZNhMplc9uloTnB7lKJYwfouDmSs73VJsLL2r1L8SqfT+VSx2RfK8Cv3wKifMB44dg329qqjajS+F7hSgiuTZCLygfM8RecK+gp/p5QEOwnesGEDysvLMXbsWHWbw+HATz/9hGeeeQYWi8Xnlm0KPe4rPeh0OnXeenesRe2tJzghIQEGg0GdB0xEFGqcv7eUTkNv+/jbExwsgYz1vaYwVlvFr3xdtshX3gKjfeRIVFwyB0KSkFR2ELr2Wovbq/7cUWEsJsBEFABCCGzZssVlmz9BEQh+YDzttNOwdetWbNq0Sf0zfvx4zJkzB5s2bWIC3EsoU52sVitkWYYkSWqDN4Bui/feeoI1Gg3y8/NZ6IqIwsbGjRu9Nnr7kwSbTKagfQ8GMtb3ip5g9xZh5yF73ZUEy/X1sC7/BmmbN8OR2QcYWQAAKC8vx9bNmzFk125IQsBgtWLC0rew/tI5sLn3CrfXC+y8nb2+RBREQgiPAj6BSIIzMjL8vbQ2xcXFoaCgwGVbTEwMUlJSPLZTeHIvfuUe6wHP6UjBuIbS0lJUVVVBCIG8vDwArb/fmzZtQn19PYc9E1HYkGUZdrtdXRbRl5UgnAV71FcgY31YJ8GdWftXq9UGfT0+ubwctRfMhnzoELIBtHz4EbY89ACOGI2wWCwYrzdAr0zedjhQOvY42NyDtFL9uTO/dEx+iSjI0tLSXB77ExSB4PcEU+/W0UoPSo9wMBu9ZVnGDz/8gNLSUgDAwYMHUVdXB41Gg5qaGgwaNAjFxcVBOz8RUSAp6/06NxwKISCE8DneK3OCw0HYJsGdXQ7BlwXtu6rxX09BPnoUQOuc3xXz56KxslKt6PyrwQD9+echtqoK2Zs2o+y4MZ4HUeYDA77PCyYi8pHzqJm0tDSMHj3a5Xl/CmUArUsuBbN12JsffvihW89HgacMf7bb7W02diuCPfLrwIEDagLsvE2xc+fObp1+RUTUVc7fkwaDASeeeKLLd6pzXuWLcIr1YZkEd2Xt3+4YDi0fKFULXx0YNxaNycm/LWkEoMJqBQpGAABKxo9v+0DK+2ACTETdzPl7sra2FhaLRZ1nqTzPnmDqTl1d+zfY8d5sNqvr/7b1PBFRKHP+jrRYLGhoaEBCQoLH86FaGCuQwqowlrIcgtVq7XSlUiUoBnOOjnboEDXptcTGQvJ2Lo0G0GhgjTvWOtLV6+EcIyLqJna7HXv37nXZFogkuLtbhyl8ybIMi8UCu92uDnXubLwPlsTERM73JaJeZevWrS6P/V0Jwmw2h02sD5skWGkRttlsLtWfO+JcLCNYpKuvQktuLgAgqewgRDDm9boXxmIgJqIgcl82wZ8kWAjBJJg6RWnstlgsHQ5/dhfsJDgzM9NjrjwRUThzX9ItEPU/wiXWh0US7HA4utwirFB+kP7OCxbNzbBv3QZHcYlLS/CRI0ewesMGaKJbF2zOKCxE/xUr/TpXhwkul0MioiASQiAzM9Nlm7/rr4ZTYKSeoUx1UhpgutobEYgkWAiB2tpaVFdXu9w3mM1mrF69Oug1RoiIuoskScjKynLZFoj6H+EyHDqk5wQrLcJ2u71Lvb/OlB+kc/nvrrIXFqJu3mUQlZWtxzz7bDTecjPKDh1CQ0MDRhftg7ZwJwBAAtCYkuK9uJXSg9vRLxcTXCLqZhqNRr3BHz58OHJyclye53BoChbnlR6EEC5LH3WFv0mwzWbDN998g/LycgCtS3GMGzcONTU1OHLkCPr06YOioqI2X9/efGEiolDgHOtTU1Nx3HHHuTwfSfU/QjYJVtat6mxBjLZIkuRXYBRCoP7qayFqagAATQkJWDUgHy3HKpGZTCYcsdngGDcWKfuK0ZSUiPKhQ7y9IeWArP5MRCHHuYerpKQEw4cPd1k2wZ/1Vzkcmtri3NgNwOcEGPA/Cd6wYQMqKirUxw0NDWrVUWUpkfYwASaiUOcc6ysrK1FXV4eUlBR1WyQ1eIdcEhyoFmFnfiXBDQ2Qy8rUx9vOOhOWuN9+uE1NTdiUnAScOROQZaSWlHg/kHPvLxNhIgphTU1NOHjwIPLy8tRt/swTslgscDgciIuLC9AVUm/gvNKDMtXJH/4mwRUVFW0mskKIdnuBiYjC0Z49e1ySYH/nBPfEEkm+Cqk5wc7VnwOVAAP+BUYpJgaIilIf12dkeC98JUmARoPK/Hz/5vSyJZmIQoD73Ed/WocbGxsBIGyGSFFweVvpwd8EGPA/CTaZTAG55yAiCgdKx6OzSBoOHTJJsCzLsFqtPhfEaI9fSbBWC/0dfwcACI0GpppqSG0VxlCS285et3vCq/QOMxEmoh6k0+mQkZHhss2fYhnK+qomkykQl0dhzNeVHjrD3yR49OjRTIKJKKJ4q//ha6wPt6lPPZ4EB6tF2Jk/gfHQoUPYEBsLe04OJFlGwRdfQXts7pKHjpJX96WN3IOt8phBmIi6mXLzr9PpMHXqVI+WXH97gmNjY5lgRDhf1v7tCn9ifUNDA3bs2OHye8/fVyLqbZTvNUmSMHToUPTr18/leX97gs1mc9hMferxJBiAX9WfO6OjwGhdtQo1p89A1cjRqL14DhxlZbDZbNi2bRsKCwsx8osvoTt8GAAQU12NuCNHvR+oo2vn0kZEFKKUuZAOhwNbtmzxGCLlzzwhZXgUk4rI5nA4urz2b1dotVq1wJY3jY2NWLZsGd588018+OGHOHjwIBwOBw4cOIDVq1dDo9GgoaFB3Z+Froiot3H+XtuzZw/MZrPL85E0J7jHC2MprcHBDDbtJcH2oiLUz/8z4HAAsoyqslIs/+ADNCUkQKvVYvLkybDt2weNRgOdw4GiE45HTU629xN1ttgVi2IRUYhS1kmtr69HYmKiut3fnmAOhaZg9P4602q1ba7jK8syli1bhoaGBnVI9jfffKM+P2jQoHYTaCKi3kQIAYfDgbKyMgwdOlTd7k+sV4ZDh8uc4B5PgoHW+b/+LnDfnvaSYOu336kJsM1oxJo/XQzbsUJYDocDK1asAOZeCgiB/qtWoS6zT9sJrLK9oySXCTARhTj3RMWfwGg2m9kTTAErdtmW9mK90rDTlj179gTrsoiIwobD4YBO51t62NLSElYrQYREEhxsOp2uzcAoOf2g67KyYGurt0KSUDx1audOyBs9IgozkiSpVfmTk5MRHx/v8rw/xTLCqVAGBU+wG0HaGw4d6FojREThRvkOVmK9VqtF3759XfYJxEoQ4RLvIyIqtNfTbDhzJhATA6HRQGuztn+gQAzZ5hwjIgpBypQUo9GIKVOmeCQs/s4J5nBoCrb2eoITEhKQlpbWzVdERBQ6hBBqrJckCRMmTPAYuuxvrJckCdHR0X5fa3eIiCS4vcB42G7Hniv+DBEXh8QjR5F88FDbB/KnFVtJfpUlkJgME1EIamlpwcqVK9Hc3KxuU9YS9Lc6NFEwtRfr6+vrERUVBYPBEPRh2UREoU6WZaxbtw7V1dUudZkiaSWIkBgOHewPy7hlK4w//YTG7GxEXXQRtPn9YbfbsWPHDlQdPIiCt9+FZDYDDgfGvPceVs29FM1JSb8ND5RlCH+XL3J+XZj8chBRZKqursaqVasQHR2NpKQkJCQkAPB9SCmTYAKCH+tbWlpQXV2NNWvWICcnB9nZ2RBC4MCBA9i9e7e6HCMREbWuzrN+/Xo11iclJcFms/kc68Ot/kdIJMHB1PL+B4j9++0QWi2aARz65luU3bAA1XY7EhISMDkmBi2Hfuv93XTuuWg5dsOntIwIjabjNX6JiHoJrVaLE088EXV1daipqcH+/fsBAJs2bUJycrKaGHe2tZhJMAVbXV0dfvjhB9jtdjQ0NGDnzp3IyMhAS0sLJEnC8ccfjy+++KKnL5OIKKSMGTMGRqMRNTU1OHr0KMxmM/bs2YOamho1MTYYDJ06VlNTU9hUhgYiIAlufPgRCACSw4Gqfv2wZs7FENXVgEYDs9mM74xGSPMuRfKBUuStWYvqvFzvB/K3J5iIKEwMHz4cer0eqampSE1NRXZ2NlavXo2+ffuipqYGhYWFsNlsSEhIUJPiuLi4Nlt/Gxsb1d5komDYunWrOhRaacA+evSo+vyPP/7IdX+JKKI5F8YCgLS0NKSmpkKj0SAhIQF5eXlYsWIFcnJyYLVasX//fmzfvh1xcXFISkpCcnJyuw3gZrMZJpOJPcFdEawPSwgBUVcH5ehFJxwPAQBO3fw1FguQl4fqfv1QOmZ0RxcalOskIgoV8fHxGDx4sMs2WZah0+mQmZmJzMxMCCHQ1NSEmpoaVFdXqz3FSpBMTk52KYzR1NSE7Ow21lcnCoCWlpZ2k1yz2dyNV0NEFHqcvyN1Oh3Gjh3rMfRZCIGkpCR1hQir1arGeucGcCXeOzeAh9uor5BIgoNFkiToxo2DbcN6SA4ZtiijSwLsQqOBxW1JEA8drf9LRBTmGhoasGXLFowfP17d5r48kiRJiImJQUxMDHJyciDLMhoaGtThVLt374bRaMTmzZthNBpRUVGBMWPGBO2aH374YXzwwQfYuXMnoqOjMXXqVDz66KMYMmRI0M5JXRfM3oGMjAwcPHgwaMcnIupNHA4HfvnlF5xzzjku383u8d5gMCAjIwMZGRkQQqC5uVlNig8cOACgtY7I3r170dzcHNSVIAId63t1EiyEQMPfbgWuvxHRR44gfc9e1ObkdD2R5RAqIooQQgiUl5e7bOuoWqQylEoZTuVwOFBbW4vvvvsO77//PoqKirBz505UVlZi+vTpOOGEEwIaKH/88UcsWLAAEyZMgN1ux5133onf/e532LFjR1jNT4oESsHJQMvOzsbOnTvR1NQU8GMTEfU2Qgg0NjbCarXCaDSq29qL95IkwWQywWQyqYUHGxoasGzZMnz22WfYtGkTjEYjLr/8ckyfPh2nnnoqMjIyAnbNgY71kgiBSTJCiIBXbLTb7di2bRuatm/HoIceBlosEBoNtpx9Fg52NOy5PZ3pDWaPMRGFsYyMDJx66qnq44qKChQXF2PixIk+HW/atGmYOHEibDYbli9fjiNHjuDrr7/GtGnTAnTFrioqKpCeno4ff/wRJ510UlDOQb6xWq0BTYKFECgpKcGePXtQX1+PxsZG9blgJdxERL2BJEm48MIL1aTX4XDgxx9/xAknnNDpYljOFi1ahF9//RXjx4/HN998g02bNuHuu+/GvffeG+Arb+VvrO+VPcH19fXYtGkToqOjMeynn+GwWAEhYDUaUZXfH5BldVi0JEkQsvxbb29HZcE7k9wyASaiMKMMh5IkCaNHuzYU+rNuIADYbDZMnz4dv//97yGEQFFRETIzM/263vbU1dUBAJKTk4N2Dup5VqsVW7duRUNDA9LT03H48GGX550TYCbERBTpNBoNZFlWvw/HjBnjEttlWQYAn+O91WrFoEGD8OijjwIAKisr0dLS4v+Ft8HfWO/bQlAhSlkPcM2aNcjOzsb48eMhlVe0Jr0ADowbC0tsrEui6xIknZNhIqIIIoRQC2IkJia6PCfLss/rBipDruLi4gC0JiMDBw4MWvEMWZZx00034fjjj0dBQUFQzkG+C9S84JqaGqxcuVJd/qijYzMBJqJIpyS5QggYDAaPgpVKhX1f4717YazU1FTk5OT4eLXtC0SsD4kkOBBB0WazYdOmTSgqKsK4ceMwYMCAY4WxxqpJr80U7T3JlSRAo4HQ6diLS0QRraqqCrt373bZ5m9PcGNjY7fNzV2wYAG2bduG//u//+uW81H3EkJg3759WL9+PfLy8nDcccdBr9cjLS2NiS4RUSfZbDasXbvWZZtSFMvXvKy5uTmsYn1IJMH+qqurw8qVK+FwOHD88ce7dIvH/PVmaI9VOU0uOQDh640cgysRRQBJktQhRopAJMHdsWzC9ddfj88++wzff/990FqfqedYrVZs2LABpaWlmDhxIvLy8tSbtezsbIwaNaqHr5CIKDwIIQIe681mc7ckwYGK9SGTBPvS6iCEwP79+7F27Vr07dsX48aN8zqRWzTUQwDI3LMHg7773r+ElskwEfVyytBlhT+BURkOHcwkWAiB66+/Hh9++CG+++479O/fP2jnop5RXV2NFStWQKvVYurUqUhISPDYx2azuTwO5pJMREThTJKkgMZ6IPgN3oGO9WFbGMtms2Hbtm2oq6vD+PHjkZSU5HW/ljffgrxrNyQAQpZRd2z8uwRAwKlYxrFx8tBovFd3Vh4zqBJRL5aYmOix5p4syz4HxubmZgghPIJtIC1YsABvvvkmPv74Y8TFxeHIkSMAgISEBERHRwftvNR1XU1MleHP+/btw+DBg9GvXz+vx6ipqUFhYaHHa53Py+HSRBTJlMJYAKDT6TBhwgSX5/2J9QDQ1NQU1CQ40LE+LJPg2tpabN68GbGxsZg6dWq7Zbwdhw+3JrayjKr+eSgfMhhAawIMHAuSSmB0/jsRUQQyGAweRTEcDgf0er1Px1OWrAnmEKnFixcDgMeSS0uWLMH8+fODdl4KLovFgi1btqC5uRkTJ0702vurcF4ayRsmwEQU6ZQEGGhNiN3zJ2VOsK+CXf8j0LE+ZJLgzrTSKsOf9+zZg4EDB7rMB2qLbsQIwG4HAFhi2midkKTfengZKIkogh09ehQHDx5E37591W0OhwNRUVE+Hc9sNkOr1fr8+s5ggtP7VFVVYcuWLUhKSsJxxx0Hna7925XExET29hIRdZLVasX27dtdeoMDMfUpmKO+Av39HjJzgjtitVrx66+/oqSkBOPHj0f//v07NazKeN65MM6eDQBIOHz4t2HP3ijDoCWJyTARRazm5maXx/4ERqVl2J/WZeo9OorbQgjs3bsXGzduxIABAzB69OgOE2AAiI2NVZdKIiKi9gkh0NTU5LIt1OcEB1pY3JUo6wEKITB16tQ25/96JUkQx4bxxVRVYfRHn0BqK8F1Ds7ugZpDpokoQrgvPO/PPKFwC4rUcywWC9avX49Dhw5h0qRJbc7/bYv77ygLYxERtS0lJcXlsb9zgsMt3ofUcGh3QgiUlJRg7969GDRoEHJzc7sc1Oy//grrW2+1ngOAJS4WwukY6vApJbFt6/gsjEVEEWDUqFFITU112ebPPKHGxkaYTKZAXBr1YlVVVdi8eTNSUlI6NfzZnSzLWLFihcs2Do0mIvqN85SRjIwMDBs2zOV5f2K9Mhy6u9YJDoSQSYLdWa1WbN26FQ0NDZgwYQISExN9Oo6jtEz9u81oxM7TTnV5Xg2Sstx+T3BneassTUQUJqqqqiCEcGlwDMRwaPbKEeDZ4K0Mfy4pKcHQoUORk5Pj0++K1WqF/Vj9DyIi8uTcMFhbWwu73e4S2/2J9U1NTUFfCSLQQnI4tDL8WZIkHH/88T4nwACgGzxY/bs1Jqa1UrQ3Wm1gklfe6BFRGDt48CDq6+tdtvkTGM1mc1gNj6Lu09LSgnXr1uHIkSOYPHky+vbt63NjidFoDGrxNSKi3sRisaC4uNhlm78N3gDCKt6HTBKsdNHv27cP69evR15eHo477jifl+VQ6IYNhemO2yEARNXVQd/U3PacXqUoFhNZIopgNpvN5bE/84SamprCangUdY/KykqsXLkSUVFRmDJlit+9B5IkYdq0aX7NZyMiihSSJHmMnvG3/odWq4XRaAzE5XWLkEmCLRYLNmzYgNLSUkycOLFTyx91lubYxG+Nw4Fxb78Drd3hfcfOzh/iPCMi6oUkSYLRaPQYfeNvTzCTYFIIIbB79278+uuvGDx4MEaOHNnl+b9tCaebLyKiniSEQGZmpsu2SFsJImTmBB8+fBharRZTp071u/fXmWhqgvmOOwG0FsYSGg0cEjh3l4jIjVarxUknneSRlPhbGCuchkdRcDU2NqKyshKTJ08O+NyxNWvWQG5vGUQiogimjLqVJAmjR48OaBHMcJz6FDLpem5uLsaMGRPQBBgA5PJywGaDku5uO+vM1nnB7gmw41jvcGd6edtLntlLTERhym63Y/fu3S7bZFmGEMKv4dDhFhgpeOLi4gIy/Nmb+vp6VoQmImqD8v2ojMhxn/rkb2GscBv1FTJJsEajCUr1UE1mJmAyQQmLLfFx3otjOf/Q/Qmi7F0mojC2f/9+l9405e8cDk2BIElS0CqFJyUlsQo5EVEnNDU1obKy0mWbv3OCTSZTWH0Hh0wSHCxSVBTi/v0v4NjwvvgjRyC1NVyqo8JYzusJExFFAMexUTIcDk2hbvLkyawQTUTko0hbCaLXJ8EAoE3PUJPg0R99AuOxMt4eOkpwlQSZyTAR9VJ5eXkuCa/D4YAkSX4lwewJJmfB6ikwGAwBn1JFRNRbKN+9kiQhJiYGaWlpLs/7W/8j3GJ9yCTBwew+b7jjTsBqBdBaIVqG5D2J7ew1cBklIuqFYmNjMXbsWJdt/rQMA+E5T4jC07Zt29DQ0NDTl0FEFJKUOcFarRaTJ0/2WgTT3+rQ4SRkkuBgkvfvV4dA7552MmymaP8KYxER9UJmsxnbtm1z2ebPHCGAw6Gp+zQ0NLAwFhFRBxwOB9auXevxfenvnOBwi/URkQRrBw0EtK1vtSkxEcLbD1jZ1tFwZwZYIurFDh065PLY357gcAyMFFzBGvmVkJAQVkVZiIh6ghACDQ0NaG5udtnmb09wuMX6kEmCgxm4Yh95GIiLBwAkHDkMdLSOoLfhzkpizABLRL2Y3W7HgQMHYDab1aDo6xwhIQQaGxuDshwOkbuCggKPdS+JiMi7srIy1NTUQJZldSUIf9YJDrfh0LqOdwl/mpQUICYGqK3F4O9/RE3ffqjNye7aQbz1EDMhJqJeJj8/HzU1NSguLoZWq0V0dDQcDgcsFguMRmOXj8c5wdRdtFotYmJiUFFR0dOXQkQUUpTORmUIdN++fWG327F9+3bY7XYkJCQAAFpaWqDX67vcOdnU1BR2PcEhlQRLkhSU+TxN//4PcORI6zlkue1zKNvb+sEr29kjTES9UFJSEgoKCqDVaiHLMurq6rB//35YrVasWLECMTExSE5ORnJyMhITEzs1bCoch0hRcAVr5FdpaSlKSkqCcmwionDmnPvo9XqMGjUK8fHx6oito0ePoqamBhs3boROp1NjfXJyMgwGQ4fHD8cG75BKgoPFsX+/Wviq7LgxqPPWCyzLv/X2dhSgmQATUS9UU1ODnTt3YsSIEdBoNEhKSoLZbIZWq8XQoUNRXV2N6upq7Ny5EzabDQkJCWqQjI2N9UhuZFlmEkzdpqGhIWiN6UREvYXdbseaNWtw+umnQ5IkNX6XlZXhhBNOQF1dHaqrq3HgwAHs2LEDsbGxLg3g3oZMc53gEKUdOFAtfNWckKBWinah0bQmtxpNx3OGiYh6qdraWpfHypxgvV6PjIwMDBs2DFOnTsWECROQmpqK2tpabNy4EStWrMD27dtx+PBhWCwWAK0twwCCPif4v//9L/Ly8hAVFYVJkyZh7dq1QT0fhaaEhAQmwEREHRBCoK6uzmWbEuu1Wi2Sk5MxcOBATJw4ESeccAL69esHq9WKHTt24KeffsKmTZtcaocA3TMcOtCxPqR6goPVgmv6y42wrVoNx86diD9y1Ht1aGdtTQrnMGgi6sUkSfIYzuStWqSyX0xMDPr27asOna6urkZZWRk2bdqEu+++GyNHjlT3D5a3334bf/3rX/Hcc89h0qRJeOqppzBjxgzs2rUL6enpQTsvhZ7s7GwMHjwYu3fv7ulLISIKWZ2N9QBgMBiQmZmJzMxMdei0Mips3759+Pe//42oqCiUlpbCZrMF7ZqDEesjoidYMpngSEwEAGRu346+Gzb4eCCJSyQRUa8VGxuL4cOHu2zrzJIJytDpAQMGYMKECTjxxBNx/fXXqy3N2dnZOP300/HYY49h06ZNAb3mJ598EldeeSUuu+wyDB8+HM899xxMJhNeeeWVgJ6HAidYjSKSJCE6OjooxyYiCmfO37sajQYTJkxweb4zsV4ZOt2vXz+MGTMGJ554Iq666iqkp6ejsrISV1xxBcaOHYu///3v+Pbbb2G1WgN2/cGI9b0+CRZC4NDLL0OsXg0AkACgrTy2vfWBFewJJqJeymAweARBX9YNjI2Nxfz587Fw4UIkJCRg8+bNOPfcc/HLL7/ghhtuCNj1Wq1WbNiwAdOnT1e3aTQaTJ8+HatWrQrYeSg8HDp0CJs3b+7pyyAiCjnOI20lSfJY7UGW5S7Heq1Wi5kzZ+Kpp55CYmIiPvvsM9x2220oLy/HvHnzUFNTE5BrD1asD7nh0IFkt9uxbds2GLbvQLpOC9gdqMvKQun4cZ47OyfAnS2QRUTUi1RVVeHAgQPo37+/uk2WZZ/XDWxsbERMTAwGDx6MIUOG4Prrrw/olJfKyko4HA5kZGS4bM/IyMDOnTsDdh4KbUIIlJSUYPv27T19KUREIc/hcGDbtm2YMmWKyzZfYz3QOic4JycHM2fOxMUXXwwhRMDyumDF+l7bE9zQ0IBVq1bBZrOh37RpgL21OnRzQrz3FyhFsSQJkDnkmYgijyRJaG5udtnmS0+wQqkM7RwIgzk/mMJDIH8HbDYbNm3ahP3792P8+PH8/SIi6oAQQi1cqfAn1ntbCSIcvot7ZRJ86NAhrF69GpmZmRg/fjxizjsXhnPPBQDEHS3veMizRvI+/5fzgYmoFxNCICUlxWWbv0lwMNcNTE1NhVarxdGjR122Hz16FJmZmUE7L4WG+vp6rFq1Cg6HA1OnTkVmZqZLzwYREXmXmprq8tjfWA8EbyWIYMX6kEqC/W01cDgc2L59OwoLCzFmzBgMGjQIkiRB0mggZbRWDouprkbB51+0ndA6X4P79SiJMZNhIuqFRowY4THcyJ/AGOx1Aw0GA8aNG4dvv/1W3SbLMr799lsmQ71cWVkZ1qxZg6ysLIwbNw4GgwEAWBiLiMgL5xwrNTUVBQUFLs8HIgkOVqN3sGJ9SM0J9kdTUxM2bdoESZIwdepUl0Bo37kLlhdeBNBaGEtIUtvzfTuaCxwG3ftERL44fPgwCgoKXOYF+VIsQ9HU1ASTyRSoy/Pqr3/9K+bNm4fx48dj4sSJeOqpp9DY2IjLLrssqOcl3/nT4O1wOLBjxw5UVFTguOOOc+nNEELgl19+CcQlEhH1Ks71OGpqatDc3OzSSO1vrNfr9R7FtgIpGLG+VyTB5eXl2LJlC7KysjB06FCPid2Og2W//V2nw44zZng/kCy3/t/fRJdFtYgoDClr/zknFv4Uywh2TzAA/OEPf0BFRQXuueceHDlyBGPGjMFXX33l0aNN4a+xsRGbNm2CVqvF1KlTERUV5fK8LMuwWCw9dHVEROFBlmUUFxdj5MiR6jZ/R33FxMQEdR5wMGJ9SCXBXf3wZFnGnj17cODAARQUFKBPnz5e99MNGKAOZbaaTBBt/ZA1Gs8q0b5gAkxEYcrhcHg89rcwVrBdf/31uP7664N+Huo5R44cwbZt25CTk4PBgwd7bZjRarWIiYlRh+YREZF3stLxd4zD4VCnlXSVkgQHW6BjfUjNCe4Ki8WCdevWoaKiAlOmTGkzAQYAbV4eYhbeAyFJMJrN0Dc2tT8nWGJhLCKKLJIkISoqCsnJyS7b/UmCm5qauiUwUnjpSoO3LMsoLCzEtm3bUFBQ4HW0l7OTTz7Z599XIqJIIIRAdna2yzZ/Y737ShDhICyT4OrqaqxcuRJRUVGYPHlyp3oapJgYQAhIQmD82+9Aa7d3fKK2CmMBTIiJqFfRarU4/vjjodfrXbb7M08o2NWhqXdraWnB2rVrUV1djSlTpnSqCqhOF1ID3IiIQookSRg5cqRHdWh/Y32w638EQ1glwUII7Nu3Dxs2bMCAAQMwatSoTgU8YbXCfNfdAABJCMg6HRzK0GfPk7R/MCUxDrPWDiKi9jgcDmzatMllmyzLEEL4NU8oWEsmUHjrqMegsrISK1euRExMDCZPntzpxpT169d7DPMjIqJWQggUFhZ6XSc4lOt/BENINZm2FxRtNhu2bNkCs9mMiRMnIiEhodPHFXV1gMUC5ejbz5jx25BnZw4HEIhhVCyMRURhRgiBqqoqWK1WdV6QMj/Y18DI4dDUVUIIFBUVobi4GMOGDUNOTk6XXm82m12qoBIRkSu73Y7Kykr069dP3eZv/Y9wjPUhlQS3pa6uDps2bUJsbCymTJnS5YnbUnIypJQUyNXVkISAJS62tQiWO63WtSeYhbGIKMI4J7xKEhxpgZF6htVqxZYtW9DU1IRJkyYhPj6+y8dITU1FQ0MDE2Eiona4x/VITIJDeji0EAIHDhzA2rVr0bdvX4wdO9anymWSVov4xc8Cx5ZTSCw7CKmt4VLOhbE8L8j1/0REvcigQYNcppjIsgyNRuNzsYvGxkYOhyav3H+namtrsXLlSmi1WkyZMsWnBBgAJkyYwN85IqI2SJKEhIQEjxoL/s4JDsfh0CGVBDsHRbvdjq1bt2Lv3r0YO3Ys8vPz/as6JsuAzQYhSRj12eeIrq31vl97Ca7z+Z2XUiIiCnMGgwFDhw512eZPyzAQvq3D1H2EENi/fz/WrVuH3NxcjBkzxqM4W1fZO1P4kogoQo0YMYI9wQixJBhoTYTNZjNWr16N5uZmTJ06FSkpKX4f1/zAg4AsQxICdp0OFpOpNTH2vIDOXGTbvcWdxQSaiEKIzWbDunXrXLb5UyhDCMGeYGqX3W7H5s2bsW/fPowfPx79+/f3e4mNwsJCNDc3B+gKiYh6FyEE1q5d69FY6E+8D9ee4JCbE3z48GFs3boV/fr1w6BBg3z+gbiTjx5Vh0AXnXgCZL3ec16wLLdu647CVpw3TEQhRAiBmpoal23+9gSzMBa1xWw2Y8OGDYiKisLUqVNhNBoDclwmwERE7bPb7WhsbFSLDAshOBy6p8myjJKSEowePRpDhgwJWAIMAPoxo9XKz5YYE4S3YyvbnNcDJiKKAJIkeSSs/gRFIHwDIwVfSUkJMjMzMX78+IAlwACQkpLColhERO2QJAnR0dHqY2VZOV/jfbg2eIdUEqzRaDB58mSkp6cH/NixD9wP9OsLAEg+UNrxC9oqjMW5wETUSzgPPdVoNBg/frzL8/70BDscDjQ3NzMJJq8KCgowaNAgv4c/uxs8eDDy8/MDekwiot7EvdCwvytBhOs6wSGVBAO+r0fZEdHcDFRWQUgS8tesRUZhYdcP4j4PmMkwEYUx5x4zjUbj0SPn7xwhAJwTTF4FLdYLAbPZHJRjExH1BlHHVstRKEmwr42STU1NYRnrQy4JDpbm518EmpogCQGHVov6rCzvhbGE8L7dmfJLwnm9RNRL2O12bN++3WWbv9UiAYRl6zCFr9LSUpSXl/f0ZRARhayNGze6PFZivT/LIZpMpkBcWreKmCRYrqlWk9uy0aPQHB/vWRjLfagze3qJKEIIIdDS0uKyzd8k2Gg0uqw7TBRs7r/DRETkymKxuDz2p/5HOK8EEXJJcKDnByn048apSa0tKgqStwRXkloTY6VCNBFRBElNTXV57E9gNJvNiImJCdp3OoW3YP1epKWlBeW4RES9gSRJHkvP+jP1CQjfIpghlwQHS9T8eTCcOwsAkFJSAtHRjV1b6wCzMBYR9ULR0dEwGAyoqalRK0X6Oyc4HIdHUXhLTk7G1KlTe/oyiIhCkiRJSE9PR3l5ubpWcKQuhxgx49REYxPsv/4KIUlIOVCKYV99jcIZv/NtXi97Noiol7FYLDCbzTh69CgcDgeSkpJgtVp9HuKktAyzJ5i625EjR3r6EoiIQpIsy2hqasK+ffuwfft2xMfHq0UxhRBdjtnhvBJEyCXBwbphsnz2GeTSMkhCQJYkHB4xvLVH1/18Sk9vW70f7tWheYNHRL2AEAIGgwFjxoyB2WxGVVUVSktLUV9fj+rqaqSkpCA5ORlJSUmdajFubGwMy5ZhCm8NDQ3Yt29fT18GEVHIMpvNmD59OlpaWlBVVYVDhw6hqakJv/zyC5KTk9U/nVnDXanGH45zgkMuCQ4W0dDQmtg6HKjp1xe1ffu2seOxxFYZ8txektvWcGkmxkQUhpRW4Li4OMTFxaG+vh6JiYmIjo5GdXU1du/eDYvFgsTERCQnJyMlJaXNeb/hum4gdY9gNXjbbLagHJeIqLdQlkeMiopCdnY2hBCoqqpCbm4uqqurUVZWhsLCQsTGxqqxPiEhwev0qHBeCSJikmD95EmALEMAsDstEO3B+Qfsy9xf9hQTUZiQJEkNhpIkoa9b46DD4YBOp0NaWhrS0tIghEBzczOqq6tRVVWF4uJi6HQ6NUgmJydDr9cDaJ0jxDnB1N3i4+MRFRXFKtFERG3o37+/y2NlTnBiYiISExORn58Pq9WKmpoaVFVVYfv27eo0KaWXWInvTU1NYbsSRMhdcdCqQ48ejdgH7kfD3fcgqewgdC0tsBuNXe/p7QomwEQUwoRTQ19BQQESEhJcnncvliFJEkwmE0wmE3JyciDLMmpra1FdXY39+/dj+/btKCkpwY4dO9DU1ITo6Ohuey8lJSW4//778d133+HIkSPIysrCJZdcgn/84x8wtNfwSb2KTqfD9OnT8dVXX6lFX4iIqFVmZiby8/NdtnkrjGUwGJCRkYGMjAwIIWA2m1FdXY2Kigrs2bMHDocDb731FgYNGgSTydRt9T8CGetDLgkOFuFwoOWDDwEhYGhuxvg3/w/r51zcmgi77NhB7y17d4moF9q2bRvy8vJc5vF2VDFSo9GorcJAa3GtlpYWfPbZZ/jpp58AABdddBFmzJiBGTNmICcnJ2jXv3PnTsiyjOeffx4DBw7Etm3bcOWVV6KxsRH//Oc/g3Ze8k0wb5jKysqYABNR4DmPEA3TXODIkSMoLS1Fbm6uuq2jWO88TSo3Nxd2ux179uwBALzwwguoqanBaaedhjPOOAMzZszAqFGjgvYdH8hYLwkRWuv9yLIclDk9tk2bUHfBbPXxr+efh0MjCzyHLytJbpj+chMR+eqEE05wGRK9cuVKDBs2DElJSV0+1q23/j97dx4eVXk+fPx7JgvZN7JAAiGQECBkT1hFAUFZAkkQse5iW7Vaa221rbbVvtVWbbX+qm2tbdW6tLYqibLIIsqmrGbfCCEkJJB9XyeznfP+gTNNyEKSmWSS8Hyuy0szMznzRMLc536W+36cpqYmIiIi2Lt3LydPnuQvf/kLDzzwgCWHPKAXX3yRv/71r6JQ0hil0Wgsfk1FUXj//fdFEiwIgkXZdXYStncfTTMCkW1scWps5Nw1SzEMonjUWCJJEsHBwSxYsMD02JkzZ7C1tSU4OHjI19u3bx8/+9nPeOyxx9i3bx9ffPEFa9euZdu2bZYc9oCGG+vH3ErwiBXLaGv/339PmkRlZERfb/6/fw+mMFZfxEqxIAjj1OWVIGVZHnbvwK6uLmbNmsVTTz3FU089RXNzM6M959rS0mJapRbGnu5n0i1FURQMBoNFrykIghCx61P8Cs8wLTcPAFmSsO/sJG9DgpVHNnSXx3qDwTDsY0MdHR14enry0EMP8dBDD6HVaqmtrbXEMAdtuLG+nz5AE0tLSwtp7e0YPNxRVCrkgW7quiewooewIAhXiSlTpuDj49PjMYPB0Gc1yMEw9gk28vDwGNaK8nAVFxfzpz/9aVRXngXr0mq1pKenj+pZdEEQrg5eZeWouk3aqRQFr7IyK45oeCZNmsTs2bN7PHal7dADubwThL29/YgefbqcObF+wifBFy9e5NSpU0ybE4rnO2+juLhg19mJZ/kFpIFmoK90Lnhs7SIXBEEwy7Rp03rsxDGuqA03MF6eBA/XE088gSRJA/5TWFjY43sqKipYu3YtW7Zs4b777jN7DMLY19LSwrFjx7C1tSUhIQE3NzdrD0kQhAlE6+xM9zt/WZLQjMO2QJMnT8bBwaHHY+bG+u61RIbLGrF+zG2HthRZlikoKKCmpoaYmBi8vb1pe+xxpLY2JCDuw484vvVuOry9h37x7tulxfZnQRAmgIyMDGbOnGlqcyDLMoDVA+Njjz3G1q1bB3xN90qXlZWVrFy5kqVLl/L3v//d7PcXRo6ltkMbe1oGBwczc+ZMSkpKaG1ttcAIBUEQLjl942oWvP9f5G++VlQqzlx/vVXHNBwVFRVUVVXh7+9vesycJLizs3PcxvoxlwRb4kywWq0mKysLRVFYunQpjo6OKBoNmk+2m1Z/y+Lj6Jg8ufc3y/KlXsFXSm67nx8WBEEY52RZpqury7R6a4kk2NXV1exxGXsUD0ZFRQUrV64kLi6Of/7zn8Peyi2MD90nu2NjY5n8TUwvKiqy8sgEQZhoNM7O6O3tsfumoF/j1Km0Tp1i5VENT0dHR4+vzan/cfl26OGyRqwfc0kwmDc73NDQQHZ2Nr6+vsybN+9/f6iXbWEuj43pO4FVqS4lwsbVXpHkCoJwFbC1te1xltJYXMicM8GWmB0erIqKClasWMGMGTN46aWXqKurMz03Zcr4vFER+tfXZLfRGGt6IQjCOKLS6ZDt7ACQDAaUb/KI2I+2YaPVml7nWVFB8FdHObtiuVXGaQ4PD48eX5tb/2O8xvoxmQQPh6IonD9/nuLiYubOndujzQeA5OCA/Y03ovn8cyRZRhooRnZfCR5OIiySZ0EQxhGVSsU111zTYybYGBSHsztHURQ6OzstshI8WPv376e4uJji4uJeRTlEUjQ2DXfnV7+T3d8IDg7ucWMkCIIwGL5FRcR8uI3maQGAhEt9PSfvuQu1uzvOTc09X6wouNXUWGOYZgkLC+uzCKY526G7b60eaZaM9RNir5heryc7O5uysjIWLFjQKwE2cvn9CzBzJookEZiZOXBxqyttdx5uUS1BEIQxRpZlmpubezxmTlCES7PDTk5OZo5s8LZu3YqiKH3+I0wMiqJQWlpKRkYGs2fPJjw8vM/f0dDQUGbOnGmFEQqCMJ7N370XG4MB77JyvMvKsO/sJPTAIQx2dugmTepRGEuRJNTjsABfQ0NDr7g4FgpjDZYlY/2YTIKHMjvc3t7O8ePH0Wq1LF26tNcSf3dd/3wbzp1DUhSCDx/Bp7i472RW3DQJgnCVubzqojlnhMByZ4IFAXpOdi9cuLDfyW6A2tpaSktLR3F0giBMBJM6OuiegagUBYe2VpAkcjZuAElCkUABNK6unLt2mbWGOmw1NTW9CgeaE+/Hc6wf19uha2pqyM3NZfr06cyePfuK+9m7Ptlu+uWujIqk7rI+WT0YC2T1R6z2CoIwgRjPAHf/erhBUa/Xo9FoLFIsQ5i4Bjvh3d7eTmZmJg4ODixduhR7e/sBX19WVmaxytOCIFw9mv398bx4EdU3hSEVSaLpmwk3G70OFMWUR7RPnox2FHc7WVL3eK8oitmFsUZzJdiSxuRK8JXIssyZM2fIyckhPDycOXPmDOpAt2RvZ/rv6jlz+l/x7X6mVwRRQRCuApevrJlTKKO9vR1g3M4OC2NHdXU1J06cwNfXl7i4uCsmwDD8Ym6CIFzdsjcl9Uhsm6YFULRyBbZdXUTu2NXjtd6lpUzLzBrdAZpJkiScnZ1xd3c3PWZuEczRrv9hSeMuUmi1WtLT06mtrWXJkiVDqgTmeO9W4NI2Bhu9vv8EV6USK72CIFw1XFxciI2N7fGYuWeEgHE7OyxYn3GyOzc3d0iT3QAhISEiERYEYcj8c/NwaG9HliRkCVzq6rFTq3FsaUElyz22SisqFS4NDVYb63CoVCqWLFnSqwgmmNcOcTTrf1jSmIwS/W2Ramlp4dixY9ja2rJkyZIhb7Wb9K1vYfNNY+sZX3/NoNJckQwLgjDBtbe39+qtau4ZIUdHR7POFAsTX3+x3pzJbrjU/uPySZ3hVqIWBGFikfR63CoqUel02Gg0ODY2AaDS6wk9eOjSfysKKgVstRpmHj+J2t0dWaXqURhLkmXav+lNPl7IskxWVlavxyRJGtbEoaIo4kzwaLhw4QKFhYUEBwczc+bMYQU0zcefYDhwAAnwunCRoJNfU7p4oSnRlfimvPZgry1aIQmCMEFUVVURHh5u+tqclWDjGSGReAhD1dLSQmZmJu7u7ixZsgRb26HfprS1tZGent7jMXE+WBAEgMgdOwnIy0dSFBQunfs9/u2tdHp6orr8c0IBe3UnegcHcjZuIGr7DtNTdSHBXIyJHtWxm0tRFOrr63vEd0t0ghivu77G5EpwdwaDgby8PIqKioiNjWXWrFnDvrHSffmlqdhVQ2AgpUsW9UhiFfhfb2BZvvJ5YHGDJwjCBHH5WUtzzgSP5+1RgvVcuHCBU6dOMWPGDKKjo4eVAMOl6tDyN4VtBEEQjGy0Wqbl5iF9c39vvIufnpGF1smJ9sleyN3u7VWKQuOMGaAoeJWXI4HpeVmlQhmHeYBKpeoR282J9XDpTPB4LYI5JpNgY5KrVqs5efIkbW1tLF26lMlmbjuQXFxMiWtj0Ayky6qhXjYIkeQKgnBVkCSJ+fPn93jM3DPBLi4uYiVYGJDx98M42X327FliY2OHvdvLyM7O7sovEgThqiP1MzkmKTJIEmm3bEE/aZLp8bLYGC7ERONeWUngN0WwjKvFU4rO4nv27IiP2dIiIiJ6fL6aE+t1Oh0ajWbcbocek0kwXGrmfOzYMdzc3Fi0aBGOjo5mX9Nh6z1gb4+iUmHb1dX/DI5IgAVBuIq4ubn16rFu7png8bo9Shhd3Se7lyxZYvZkN0BAQACenp4WGJ0gCBOJ3sGB2uBZptVchUtJbeX8+aAozD1wELuuLhQurfj6nSnCvrMTx8v66hq/16G1bVTHby4bGxsCAgJ6PGZueyRArARbUmVlJRkZGcyZM4fw8HCLVXm0DQ7G4a47QZaZlp2DY0vr4Ipj9UecMRIEYQJoaWmhuLi4x2Pmbocer0FRGD0dHR0cO3YMd3d3i012w6UbvdjYWLETQRCEXvLXr6PL1fVSomtjQ9F111IfEoxzQwNTzhQhcWmbtEpRmNTZSUBOLq2+vr0WziSgdYhF+6xNluVe9RLMifWdnZ3A+O0EMSaTYG9vbxYuXMi0adMsel3d12l0/f0fSICdRsOsY0dRLt8aIc4RCYJwlZEkyTSja2TudmhxJli4EicnJyIjI5k/f75FWxrp9Xq+/PJLUQxLEISeZJnYj7bh0NZ2KdGVZYKPHsOlrg5bjbbXyxVJwkarpXPyZPLW3GiqDq0Ahauup3laQK/vGcsURbF4rB/PnSDGZBI8adKkHo2cLUWfnW0qjNXp7k7B2rW9tz13D8SKMvBqr5hlFgRhAlAUpdd2aEucCRaEgahUKnx8fCx+3ba2NrTa3je0giBc3Vzq63GvrjGd65UUBUmWmVJwmjZfH7pcXHpslZZkmfrgWdhotQR9s4JqfN69snLc7QiVJMmisX68d4IYk0nwSJF8fEwrvW2+vig2Nv0nssb2R+P0D1YQBGGwpk6dyqxZs3o8JpJgYTSMxM2Tg4ODxa8pCMLEJtvZkXFTMoZvCuspKhX5a9fQPG0aU/MLcKmrN22TloCppwtxq6mx6piHysHBgfj4+B6PmRvrx+tWaBijSfBIzShMWrcW29gYFGBSR8fwLzTOZn4EQRAG0tzcjOGyavnmFsYSSbBgLY6OjkRGRlp7GIIgjDHt3t40T536vzZHkoRiY0PV/DBstFqidu7CRq+79GJZZtbx49hqNNir1X0uitmp1aM5fLOp1WrTOV4jWZbNqv8hVoLHCcneHvvERODSNobpaekDvHiAP1DjcyIZFgRhAlCr1Xz11VeUlpbS2tqKoiiiT7AwrgUGBlr0nLEgCBOASkXBmhvQT5pkKoyVt24tHd7eTC4txbmpGZV86d5eBTi1tOJdfI6GGYGgKP87EyxJ6O3tafXzs9ZPMmzHjx+nqKiIhoYGDAbDVb0SPLxO9OOUobqazmeeNVWE9ik+x4WYaOj+h989sR2nMxuCIAhD5e7uTnt7OxcuXECSJAwGAy0tLbi7uw+576pYCRYGS5KkESlg9eWXXyKLQpeCIHRjp1YT/8FH2Go0l7Y2GwzM3/cZ9SHBqAx9f16oZAMtAQGcve5aZn/5FSgKso0NabdsQTfOJnslScLFxQVFUThz5gxarRY7OzucnJzo7Owc8uR1e3v7uI71YzIJHqlldbmszHQmWFapyN6U3LMQ1qU3v/RvY1GswawIC4IgjFOSJGFjY8PcuXNxcnJClmVaW1vJysqitraWsrIy3NzcmDx5MpMnT8bV1fWKn9EdHR24urqO0k8gCL219tHXUxCEq5tnefmlrc3fUCkKKq0W75JSakJno3V0xLarC5WiIEsSBnt7GmbOxKWujuBjx1G+OQ+s0uuZnpVFQ/Cs/t9sDFIUhdmzZzNt2jQURaGzs5P8/Hy6uro4efIkDg4Opljv4eFxxRVisRI8jqimTb+UuCoKWicnDJPsr/xNV0qEB/P9IBJmQRDGrNjYWNMMsEqlwsPDA0mSiIyMxNbWloaGBhoaGkyrxF5eXkyePBkvLy/s7Xt/jg5nRlkQLMnV1VUkwoIg9KD0k9TJNip0Tk4U3HgDEZ/uRtHrMdjZkbl5ExoXF2YdO44ky6YzpBIQkJdPwdo1aMdREhgYGGhqPytJEs7Ozjg6OuLh4cHUqVNpamqisbHRtErs4eFhSor7iumdnZ3jOgkeswdmRmI12CbAH+efPwmAfWcnthpN/+d6jZWhzR2HqDAtCMIYpigKWVlZ6PX6Ho8ZzwRPmjQJf39/IiIiWLZsGRERETg4OFBeXs5XX31FWlpaj7PEYL2VYI1GQ3R0NJIkkZWVNervL4wd11xzzbjtXSkIwshomDGD9smTexTGUru5UTt7Ns4NDUR8uhuVwYAE2Oh0zN/7GSq9HlW3+Nid6rKCkmNdeXk5dXV1PR4zxnpbW1t8fHyYM2cOS5YsYcGCBXh5eVFfX8/JkydNZ4nr6+tNhTStefTJEvH+qloJBpAmT77U+0tRiE5JJf1bt/Q7M9QvsTosCMIEotVqaW1txcvLC8B0lvLyJMK4Suzh4UFwcDAajYaGhgYaGxu5cOECL730EpMmTeLixYs9kurR8tOf/hR/f3+ys7NH/b2F4RmxbhCTJo3biqWCIIwM2c6O4mVLidj1KRgUZFtbchLWo3dwIDAj81IC/M09ukpRcG5sxK26muq5cwj6Ou1S/sCl5Ll1ih9d4+zYjyRJ1NXV9ejP3ldhLOMqsbOzM4GBgej1epqbm2loaKCoqIiPP/6YzMxM9Ho98+fPv7RNfJQ/by0R78fsSvBIUBSFjqeeBi4lwTZ6w6VKb32tBg9UqMOSq8PGs8eCIAhWNGnSJNN/G2d5r7SSZlwlDg8PZ9myZTz66KNMnz6dpqYm7r77bhYtWsT/+3//j5MnT454kaI9e/bw2Wef8dJLL43o+wjjQ2ZmZq+2X4IgXN1camuJ3PmpqQiWSq8n5pPt2HZ1ofRzb69IKhpmzeJCZCRIEgqgcXEhY8uWcbeYpShKj1gPg+sTbGtri7e3t2mV+Nvf/jYrV67kwoULvP/++4SEhPDwww/z6aef9mrBNBIsFe/HbBI8IjMKXV0oHR2m6tAFa27oe7uyuTdrQ0lqxXZpQRCsLCQkpMe5HmPyMJQWMyqViuuvv54//OEPuLi4sGvXLh566CEKCwvZtGkT6hHsp1hTU8N9993He++9J84iC8ClbXojUXVaEITxy7ukFOmb4lZwabXXXq3GvbKKqrB56O3te2yVbpniR+sUP/xzcpmek2P6Xof2dmYfOWK1n2O43NzcmDFjRo/HZFke0tERSZKYN28ev/jFL1i2bBm//OUvefXVVwF45JFHOHz4sEXHfDlLxvsxmwSPBMnREdWMGSjf3NhpXFx6V4eG/z2mKMNLiMUqryAI40j3rVHwv6A43MnIjo4OZs6cyT333MN///tfKioqRqx4hqIobN26le9973vEx8ePyHsII2ekttBd/jstCIJgsLfv877cYG9Pl7s7ZXGxSN90A9Y5OJCVlIhiY0NATi7dv0tSFPxz88bdPf7kyZN7Jbzm9gmePHkyCQkJ/PnPf6a4uJi1a9daYqh9snS8v6qSYI1GQ9mD38Pg6AiAx8WLSP0lucYV2oFWQq70y2+8xjj7SyIIwtUlPT29x9fGQhnDodVq0el0PQpjDSfReeKJJ5AkacB/CgsL+dOf/kRbWxtPPvnksMYrTDyyLOPs7Dzk/taCIExsVWHzULu7I3+zrVmRJOqDZtDsPxW/wjOEHDuO9M0tu11XFzEfbwdFMS2e9TAOd3GWlpbS3Nzc4zFz4v3lLZKMsXmorBXvx2xhLEvPDre0tJCZmcmUlhZsOjpQJImIXbs5vvVuOidP7v0NVyp+NdQtz4IgCGOUVqtFlmVTIDR3Zhgwu2LkY489xtatWwd8zaxZszhw4ADHjx/vdc4pPj6eO+64g3feecescQjji1arJTs72/R7KAiCYKSfNImqsHnMOn4CCdDb2XFm1fWgUuFzthhZpUL1zeKYSlFwq61lUns75XGx+J09ayqMpQBl8XHj8v5erVbj6elp+trceG+JThDWivdjNgm2pMrKSvLz8wkODsbzj69i+GZ1tsvNjU4Pj0tbni+fBbnSL3b3582tFj1c1npfQRAmDEmScHNz6zETbE5QbG9vBzD7rI6Pj8+gtrS++uqr/OY3vzF9XVlZyZo1a/jggw9YtGiRWWMQRp4lJ7xbW1vJzMzEzc0NNzc3ysvLLXZtQRDGvymnCwk+fsL0tY1OR9wHH3Hg0UcubZXug8HOjto5oaRv2cys4yew0eqoCpvHuWuXjdawLUaSJNzd3U1fy7KMoijDiveKotDR0WGROhzWivcTOgmWZZkzZ85QWVlJdHQ0Pj4+NLa1mlZxSxct7H/Lc/c2RldKNq2ViIoEWBAEM9na2rJ06dIejw21UEZ3xu1Rw91eNVSBgYE9vjauQAcHBzNt2rRRGYNgfVVVVeTl5TFr1ixmzZpFWlqatYckCMIY41VW3mO1V1IUHNrbcWpupmxBHIEZGaDTmdoklcfHoXdwAKA6LIzqsDCrjd0SFixY0GP7cn/tEAfLUivBg2XpeD9hzwRrtVrS0tJoaGhg8eLFphkG++uvB9Wl5FFvb99/ImmJqs3iLLAgCGOcTqejurq6x2PmnBFqb2/H2dlZ9GgVRoWiKJw5c4b8/HyioqIIDg5GkiT8/f1FdWhBEHrQOTr0eW+udXSky82NpgB/VN9UgNY6OXFuyeLRH+QIunx3zHA6QXR3+Zng8WbMJsHm3EC1trZy/Phx7OzsWLx4cY8/IOfHH0MVvwAF8Dt7dnCJbn+vGUxhLEEQhDGupKSkx9fmbIfu7Oy0apuioKAgFEUhOjraamMQBs+cWK/T6UhPT6e2tpbFixfj6+trei4gIIDIyEhLDFEQhAmibEE8WhdnFEkytUI6t3QJOicnQo58iff5MtNr7dRqoj/Zbq2hjojq6mo0Go3pa4PBgCRJw06COzs7za7/YQ5z4/2YTYKHq6qqipMnTzJt2jSio6Oxte2541ufk4v89dcATM/IZFpmVt/J7GBmkEWSKwjCBHB5ImLumWCxEiyMtLa2No4fP44kSSxevLjXjZhGo+Hs2bNWGp0gCGORftIk2rwmIykKKkVBN2kSFRHhAHiWXzBtg4ZLhbE8LlZMuF2d3WOzObG+r04Q482ESYL72xJ1ua7UVFCpkICOyZOpDJ/f+xfc+PVQegRPsL8kgiBcPWbPnt3ja3PPBFtzZliY+Kqrqzlx4gRTp04lNja2z1ZIVVVVqNVqK4xOEISxKviro3h32xJso9USuy0FAI2Ls2l1GC5VgNY5OU2oBa+AgADsuxUAMyfWG4tgjud4P2YLYw1lFcHYEqGrq6vPGeEeuiWr1fPmItvY9F0ZWpZ79vgdSrXoy95nIv0FEgRhYnFzcyMoKKjHY+a2TBjPZ4SE0TWUWK8oCsXFxZw/f57IyEj8/PxGcGSCIEw07lVVPe7PVYqCS0MjKr2e4uXX4Xu2GHQ6kCQkWaZgzY1WHK1l2djY9DoiYm6slyTJqsefzDXuV4Lb2to4ceIENjY2LFmy5IozEpOSk0CWUWDg1VuVyrziWMbvNSbSYqVYEIQxqLW1laKioh6PmVMYSyTBwkjQ6XRkZGRQVVXF4sWLr5gAT506FYdvqroKgiAAdLm6oVy+2uvggGxjQ7uPD19+736Kr11G6eJFHN96D5XfbJWeCGRZ7lU139xY7+TkNGqdIEbC+B05PbdExcTE9Dr/2xf7xYtxeOB+kCSmFpxG9U1ltAH1lQgPJam1RKVpQRCEEdLc3Nzja3Nnh8fz9ihh9F1pNbi9vZ0TJ06gKApLliwZ1Bm0SZMmcc0114iz6YIgmJy9bhlaZycUuJQMSxK5G9ab7tHVnp6cXbmCwhtW0zQjcMBrjTeKolg01k+E+h9jNgke6H+qoigUFRWRm5tLZGQks2fPHvQfgr6oiK5/vAGKgnNTE2H79iMNJhHuPUDjYIb+vd2JFWJBEKxIkqReK7fiTLAwVtTW1nLixAn8/PyIi4vr8/xvX2RZ5uTJk6JNkiAIJpKioCAhffPfent72r5poTrRjUSsH++7vsZsEtwf45ao6upqlixZMuQzQboTJ0CWkQCNszOnb1zdY2uEyWC3MJs7AzKOZ1AEQRj/nJ2dmTdvXo/HxHZowdqM53+zs7MJDw8nNDR0SCsObW1tpsItgiAIAGH7PmNSR4fpaxutloidn1pxRKNHkiQWLFjQ4zFLbIcezyvBY7YwVl/a29vJyMjAycmJJUuWDHpGuDvJ2cWU3Db7+2PoViWt5wvH7x+qIAjCYBn62Alj7nZoUbBIGApJknqs2Or1enJycmhra2Px4sXDasExnPsDQRAmNpe6OlS9CmM1WHFEo0eW5V47Y672o09jdiX48pkF45aoKVOmDGlL1OXsb7wBVeB0FJUK224No/s00Eqw2GIlCMIEoFarKe/WMgJEdWjBejo6Ojhx4gQGg2HQ53/74uTkxKxZsyw8OkEQxrN2Hx/kbiufsiTRPnmyFUc0ugoLC3t8bYkzwePZmE2CjczdEnU5lasrjt//PigKXhcu4FV6vv+EdqD3scSZYFE1WhCEMUCn0/X4WpwJFqyhrq6O48eP4+3tTVxcXI9+lsMREREx7N9jQRAmnoI1N6LpFp/0Dg7kbkyw4ohGl4j1PY3p7dCW2BJ1ObmhgY6nngZFQQJCvvqKr6dPQ+leWXqwvYEH+5qR+F5BEAQLkCQJb29vDAYDkiShUqnMOifU2dk57meHhdF37tw5SkpKmD9/Pv7+/ha55tGjR5Fl2SLXEgRh/Otyd+fIgw/gXVKKpMjUz5yJbhz3uR0qPz8/9Ho9KpXKFOuHu7N2IsT6MZsEy7LMiRMnmDRpEkuWLDF7RtjIUFIKWi0Sl7ZBZG7ejHL5zV735HQoCXF3w/0+QRCEEbJ69WpsbW356quvaG9vx97envj4eDw8PHqcDTa3WMZ4nx0WRld+fj41NTUsWrQINzc3i123sbFRVIcWBKEHvYMD1WHzrvzCcSwyMpKQkBBOnDhBZWUlKpWK2bNnExoaiqIo6PV64NLK8KRJk5Blecgxv729fdzH+jGbBKtUKsLCwvDw8LBoI2bVlP8VbNG4uqJzcuz/xYoy/CT28u8z51qCIAhmkCQJDw8PfH19UalUJCcno9frsbGxMR0vkWUZg8FAVVWV6ZyQVqs1rQ4b/z0QRVFEEiwMWWBgIMHBwRab7DZycnISFaIFQbiq2NjYMHPmTJycnLj++ut77PKC/8X69vZ2mpqamDx5sikpNq4QDybv6ujosMgOXWsa02eCvb29LZoAA9hMn47j9x8CwK6zE5VeP7gzwZe/ZqizyyIBFgTBSoytEbp/ntra2vaor6BSqaivr6e4uJioqCicnZ1NZ4UMBgN6vR6tVoterx9wi+lECIzC6HJzc7N4AgywePHicd2+QxAEYajCw8N7xGAbG5sesV+lUqHRaMjJyWH69On4+/ubJsRlWe4R6w0GQ7/xvrOzc9xPeI/pJHik2IaFoUgSNgYD4Z/uHtw3XR5IB0qQBUEQxhBFUfj6668HfE1VVRWnT58mKioKb29vbG1tsbe3N/1ja2uLSqUybaXSarXodLpeQVJUhxaGaqQSVTc3N1EYSxCEq0pubi6dnZ39Pt/R0UF6ejoBAQGEhIRgY2ODvb09Dg4OTJo0qUesN06A9xfrncb5eeoxux16pCiKQvuTPzcVxnJqakIyGFBsbHpWfJakwW9hFjPNgiCMYYqi0NTU1O+5n+rqak6fPk1kZCSTL2sXYXy9MZkwbqVSFMX030aSJInt0MKYkZGR0WcfbEEQhIlKlmWam5v7TFA7OjpIS0sjICCA4ODgXs933wpt7CtsTH67f5aqVCra2trGfawf00nwiMwOazQora0Yr5y3bt2lwljd30uSQFZA5LaCIEwQkyZN6jMBrqmpIT8/37QCfCX9BUnjarPBYBhwFloQRkt7e7sojCUIwlXH0bF3vSPjCrC/vz/BwcFXzLH6mwCXZZmWlhZOnTrF/PnzLT/4UXTVbYeWHBxQTZ9uqgitcXOFvs4dq7qtCosWC4IgjBNubm7Mnj0bOzs7JEkyBbqFCxf2em1tbS15eXlERkYOKgG+nEqlMm2lKi4u5rbbbuP+++8nLCzM7J9DuHqM1HZob29vcSZYEIQJSaVSMWfOHNzd3YH/fY6GhITg6enZ47WdnZ2kp6czZcoUQkJChvW5qFKpsLOzQ6vVcvvttxMREcHjjz9u/g9iRWN6JXikuL32Z5puvR06OnCvrKRh5szebZLgf6vDQ9ka3R9RHVoQhBEmSRLTpk0jNjaWiIgISktLMRgM+Pv790pya2tryc3NJSIiAh8fH7Pet7CwkA0bNvDggw/y7LPPisRDGBNiYmKoqamhqanJ2kMRBEGwGEmScHV1ZcGCBRgMBkpKSujo6MDT05PAwMAerzUmwH5+fsyePdus+NzR0cGWLVuwt7fn008/Hff1P8Z0EjxSN1KGikqkjg4UIHLHLo59eytd38yk9NA9ce1rLEPpBSxuCgVBGGHOzs6m7UlOTk79blWqq6szJcC+vr5mvWdxcTEbNmzgnnvu4ZlnnhEJsDBmaLVa0SJJEIQJR5IkFi1aBFzarjx79uw+X6dWq0lPT8fX15fQ0FCz4rNareZb3/oWsixPiAQYxngSPFI6//IaSBKSoqB2d6PL1fXSluehtmPqq0L0cH7BxCqxIAgWMJgiQHV1deTk5BAeHm52AlxaWsqGDRvYsmULL7zwgsVb2glXh5GaOCkuLjb1vxQEQZgoBmpTaKRWq0lLS8PHx8fsBLirq4vbb7+dzs5O9u3bN2HaIF6VdyxKR7spaT3/zUzKkBPgy0nS8BNZkQALgmABarWa8+fP9/t8fX29KQH28/Mz673Ky8tJSEggISGB//u//xMJsDDm6HQ6aw9BEARhROTn5/f7XFdXF+np6Xh7ezNnzhyzEmCtVsvdd99NfX09e/bsMZ1BngjG9F3LSM0OT7rhBlPiqbez6z8JFb2ABUEYRyRJ6vfGv6GhgZycHObPn292AlxZWcmGDRtYvXo1f/7zn0UCLIxJAQEBojq0IAgTklar7fPxrq4u0tLS8PLyYu7cuWblUjqdjnvvvZcLFy6wb9++XgW3xrur8s7F6UePQkwMCuBXVDS8M73GwCoCrCAIY4SiKEyZMqXX4w0NDWRnZzNv3rw+nx+K6upqEhISWLp0KX/7299M7RMEYbhGasLb39+f8PDwEbm2IAiCNQUEBPR6zLgC7OXlxbx588z6bNXr9dx3330UFRWxf//+YXWQGOuuyiS4bs9eyMgAIDA9g6l5+X0nswMluJdXjhYEQRhFGzZsYO3atabiFDY2NixdurRXoGpsbDQlwFOnTjXrPevq6ti4cSMxMTG89dZbIgEWxrTGxkYKCgqsPQxBEIRhW7hwIZs2beoRv2fPnt2rFaFGoyE9PR0PDw+zE2CDwcBDDz1EdnY2n3/+udn1Q8aqq6owlqIolJaWotu2DS8bGySDgZYpU6gKm9e7OFX3ld4r/SL1VzlanPUVBMHCJEnCy8sLDw8PAJKTk9HpdKa+wN01NjaSlZXF3LlzzU6AGxoa2LhxI3PnzuW9997D1vaqCh/CCJMkyaJblxsaGjh27NigCsgIgiCMRba2tkybNg0nJydWrVqFXq9HkqReE9DGBNjd3Z2wsDCzEmBZlnnkkUc4ceIEBw8eNPveYSwb03cxltwiZTAYyMvLo6mpicgpUzGGxZo5oUiKgnL5ioYkXaoY3X2ldyjj6Wv7tEiKBUEwk52dHddcc43pa0mSsLe37/W6pqYmsrKymDNnDv7+/ma9Z3NzM0lJScyYMYP//Oc/2NnZmXU9QRgpiqJQXl5OUVERAQEBNDY2WntIgiAIQyZJEgsWLMDJycn0WF+Tz1qtlvT0dNzc3Jg/f77ZCfBjjz3GoUOHOHjwINOnTx/2tcaDq2I7dFdXF6dOnUKtVrNkyRJc77oTAEWSUBkMKP39wqhU/Vd9HuqMtUiABUGwAK1WS2Zm5oCrZs3NzWRmZhIaGtrnuaGhaG1tJTk5GV9fXz766KM+E25BGAtkWaagoIBz584RHx9PREQELi4u1h6WIAjCkCmKQmZm5oBt3rRaLWlpabi6ulokAX7yySfZs2cPn3/+OUFBQcO+1ngx4ZPg5uZmjh8/jrOzMwsXLmTSpEnYRUbgcOcdoCj45+Zhq9VxxV+by3+xROVoQRCspKKigqNHj3LmzBkaGhp6bPnsngBPmzbNrPdpb29n8+bNuLq68vHHH+Pg4GDu0AWhT+bu/NJqtXz99dc0NzezZMkSPD09sbOzY8GCBRYaoSAIwujq6uri4MGD5ObmUl1d3aP7g3EF2MXFxSIJ8NNPP01KSgqff/45wcHBlhj+mDeht0NXVlaSn59PSEgIQUFBpuvpMjLoeuddJMCppYXgL7/izOrrrdPnV2yTFgRhiBwdHQkNDaW+vp78/Hz0ej2TJ0/G2dmZ8vJyZs+ebXYC3NnZyZYtW7C1tWX79u04OjpaaPSCYFltbW1kZGTg5uZGXFycacugwWDg6NGjVh6dIAjC8IWHh9PR0UFpaSl5eXm4u7vj6elJTU0Nzs7OhIeHm9WmUFEUfvvb3/Lvf/+bgwcPEhoaasHRj21jOgkeLkVRKCoq4sKFC0RHR+Pj49PjeX12jumsb4enJ0WrVg50sZFNUkUCLAhCP9zd3Zk0aRK1tbU9CgdFRUXh6+uLr68viqLQ1tbGxYsXKS0tBS5NAGq1Wnx8fHB1dR3yhKJarebWW29Fp9Oxd+9esaVUGLNqamrIyclh5syZBAcH9/hdb2tr67eXpiAIwljh6OiIh4cHdXV1GAwGU6wPCgoyFaYKCQlBrVZTU1NDSUkJBoMBWZYpKirC29sbT0/PIXdsUBSFF198kX/84x8cOHCgV8XpiW7MJ8FDrRip1+vJzs6mo6ODxYsX93nzpvL2Nm1hbp3ihzLQDIpIUgVBsJL58+cza9YsampqOHfuHLIsExQU1GOV13jTX1NTw5w5c5gyZQr19fXU1dVRVlaGjY0NPj4+eHt74+XldcWqzhqNhjvvvJPW1lY+++wz3NzcRvRnFAQY+s4vRVEoKSmhpKSEiIiIPvtfi+37giCMdZIkMWXKFK655ho6OjooKChArVbj4+PDnDlzerzW1taW6upqvLy8mD9/Ps3NzdTX13P69Gl0Oh1eXl54e3vj7e19xc8/RVF45ZVXePXVV9m/fz+RkZEj+WOOSZJiyZ4EI0Cr1Q46Ce7o6CAjIwMHBweio6P7rWCqaLW03HEXuvR0mgKnc/zerf1ftPtKcH9tlESiLAiCBUmShIuLC+vXr79iJebW1lbS09OZNWsWM2bM6PGcLMs0NzdTV1dHfX09arXaFCR9fHx6bXHWarXcddddVFRU8Pnnn+Pl5WXxn00Q+qLX6zEYDIN6rcFgIDc3l+bmZmJjYwecqMnKyiI7O9tSwxQEQbAolUrFmjVrmDx58oCv0+l0ZGRkYG9vT1RUVI8t0Iqi0N7ebpoAb21txcXFxTQB7ubm1mOiUVEUXnvtNZ577jn27dvHwoULR+znG8vG/ErwYDU0NJCVlYW/vz9z5swZcH+8ZG+P3eJF6NPT8Si/wNTcPKoiwvt5sdT3f/f1tSAIggUoikJQUNAVE2DjWciZM2f2SoDhUnD18vLCy8uLOXPm0NHRYQqSRUVFODk5UVNTg4ODA9dddx3f+973KCsr48CBAyIBFsYktVpNZmYmNjY2LFmyhEmTJg34ej8/v1EamSAIwtB5eXnh6ek54Gv0ej2ZmZl9JsBwaeLc1dUVV1dXZs6ciVarpb6+nvr6esrLy02vP3/+PBs3biQlJYXf/OY37N69+6pNgGEcJMFX2g7dvSfgvHnzBlUMxnDxIuq/vAZcKo/tVV7eOwkeyiqvKG4lCIKF5ebmMmvWLFxdXft8vq2tjfT0dGbMmDHoVgbOzs44OzszY8YMdDodjY2N7Nu3j3/84x90dHTg5OTE888/b9Ee7YIwGIP5nWtqaiIzMxNfX1/CwsIGVQzm2LFjlhieIAjCiKivr+fcuXPMnj27z+f1ej0ZGRnY2toSGRk5qM89e3t7/P398ff3N+0I++KLL3j++ed5+OGHkSSJBx988KqfJBzXLZJkWSY/P9/UE3Cw1VDlyirTf+vt7ChYu6b3iy7f9jzQlmxxwygIwghob2/v9/H09HQCAwOZOXPmsK5tZ2eHn58fTz/9NBs2bGDKlCnce++9vPHGG/j5+XHttdeSm5trzvAFwWIuXrxIWloawcHBzJ8/f9DVUDs7O0d4ZIIgCMOnUqlobW3t8znjCrCtrS1RUVFDLnxlvL6Xlxc333wzTz31FJMmTeL++++nqKiI+fPnM3fuXP7973+b+2OMS2N+Jbg/Wq3W1ER6yZIlQ2rfYTNzJtjZoeh0aJ2dUfr7pfqmgrQgCII19LUK3N7eTlpaGtOnT2fWrFlmXV+WZR599FGOHz/O0aNHCQwMBC71Id69e/dVP0ssWJ+iKJw5c4aKigpiYmLw9vYe0vd7eHjQ1NQ0pAKbgiAIo0WWZdzd3Xs9bkyAVSrVsBPg7rZt28aPfvQjUlNTWbt2LXDpfuLzzz+/amP9mC+M1VexDOM5OHd3d8LDw69Y7bQvXTt20Pbjx5Elic8f+xF6B4e+V3QHKowlCIJgJk9PT+bNm0dFRQVlZWWmxxcsWNCrMmRHRwdpaWlMmzbN7Gb2sizzk5/8hD179nDw4MFhrygLgiXIsoxOp+vxmE6nIzs7G7VaTWxsLM7OzkO+bnNzM7t37+51bUEQhNG2ePFi1Go1OTk5pom56dOnc+211/bY3WIwGMjMzESSJKKjo81OgD/55BPuv/9+/vOf/7Bx40azrjWRjLuV4IF6Ag6FoaAQSZZRAbEfpZB2+63IfSXTAxXGgp5nh0WSLAjCEEiShI+PD7NmzWLmzJnMnTuXzs5O3N3d8fDw6PFaYwIcEBBgkRXgn//85+zatUskwMKYZOz24OTkxOLFi69YJG6g64gEWBAEa3NxcSEkJAS41P+3sbERBwcHfH19e+QyxgQYsEgCvGvXLu677z7ee+89kQBfZtwkwYPpCTjoa+n1qN96CwAJaPPzvZQA95XEXimxFUmvIAjD5OTkZOrNZ0yI+2JMgP39/c2a/INLn6W//vWv+eijjzh06JApKAvCWFFfX09WVhbTp08nNDTUrN/3goICC45MEARh6FQqFUuWLDF9bazkfDmDwUBWVhaKohAbG2t2Arx//36+/e1v89Zbb3HTTTeZda2JaMwnwZIk9egJuGjRogF7Ag6KwQB6venLc0uXGt+s5+uGurIrEmJBEIZAp9Mhy/KAr+ns7CQ9PZ2pU6cSEhJidgL8/PPP8+6773LgwIFe260FwZoURaGsrIyzZ88SFhZGQECA2dfUd4v1giAI1iDL8hX7oBsMBrKzs5FlmZiYGLMT4IMHD3LHHXfw17/+lVtuucWsa01UY746tFqt5uTJk2g0GpYsWWJ+AgxIkyZhd81SlG/238t2/cwFGLc4j+1j04IgjFM6nY7i4uJ+n+/s7CQtLQ0/Pz9mz55tdgL8hz/8gb/+9a989tlnzJ8/f9jXEgRLk2WZvLw8SktLWbBggUUSYMBU7E0QBMGacnJy+n3OmADr9XpiYmKGVeuouy+//JJbb72VV155hTvvvFO0PezHmE+C6+vrcXNzY8GCBUyaNMli13V56SXw9kYBphScBrmfRFeSxAqvIAgjpr/zimq1mvT0dPz8/MzeEqooCq+++ip//OMf2bdvH1FRUcO+liCMBLVajVqtZsmSJb3Ow5sjLCwMf39/i11PEARhOLRabZ+Py7JMTk4Oer2e2NhYsxPg48ePs2XLFn73u9/x7W9/WyTAAxjz26EDAwOZOnWqxa/b9fbbSHV1AMzfs5fmaQG0+/gMb0u0KIglCMIwKIrSZ30DtVpNWloaPj4+FkmAX3/9dX73u9+xd+9e4uPjzRmyIIwIFxcXFi5caPHrVldXU1lZafHrCoIgDEVfk3GyLJOdnY1Wq7VIApyWlsbmzZt59tlnefDBB0UCfAVjPgkeKZrPPjNtc74QF0u7r2/fLxzML5D4JRMEYQB2dnZs3LgRjUbDkSNHaGtrQ6VSERsb22vbp3EF2Nvbmzlz5pidAL/11ls888wzfPrppyxevNjcH0UQRsRI3axdvHgRSZJEn2BBEEbF9ddfj6enJydPnuTixYsAzJgxg5iYmB6vM64AazQa4uLihl0B3ygrK4ukpCR+8Ytf8Mgjj4gEeBCu2iRYcnQynfmtCQ3tfzVXlsWWaEEQhk2SJLy9vXFycsLJyYnExES0Wi12dnY9+gICdHV1kZ6ejpeXF3PnzjU7AX7vvff4+c9/zs6dO1m2bJm5P4ogjDvmFpcRBEEYLFtbW3x8fLCzs2PFihXodDokSeq1wivLMrm5uXR1dVkkAc7Ly2Pjxo08/vjjPP744yIBHqQxfyZ4pP4gnR76HigKCmCr1fZf/EqlEgmwIAjD5uDg0KM1giRJTJo0qc8EOC0tDS8vL+bNm2d2Avzf//6Xxx9/nI8//pgVK1YM+1qCMFpGIt6HhoaavcVQEAThSlQqFcuWLeuR0NrZ2fWbAHd2dhIbG2t2Anz69Gk2bNjAww8/zM9//nORAA/BmE+CR4r9qlWoQmcjAbOOH7f2cARBmKDUajVVVVUDvkaj0ZCeno6np6fZCTBAamoqP/zhD/nwww9ZvXq1WdcShPHMxcWF4OBgaw9DEIQJTpZlSktLr/iavLw8Ojs7iYuLw97e3qz3LCoqYsOGDXz729/m//2//ycS4CG6apNg9RtvIhefA8DzwkW8ysp7v0icIRIEwQIGaoOk0WhIS0vD3d2dsLAws4PYjh07+N73vse///1v1q9fb9a1BGG8q6+vp7Cw0NrDEAThKlBWVtZvb3JZlsnPz6ejo8MiCXBJSQkbNmzgtttu47nnnhMJ8DBctUmwvqjI9N8XoqNoDJrR+0XGPsGyLBJiQRCGrauri46Ojl6PG1eA3d3dmT9/vtlBbPfu3XznO9/hnXfeISkpyaxrCcJoG4mbuObmZotfUxAEoT/Nzc29CvEpikJ+fj5tbW0WSYDLyspISEggOTmZl156qdfxKmFwxvxBmZEIioqioJo2zfR1u483kiyj9FVAQxTFEgRhkIy9zDUaTY/HXV1dOXHiBA4ODnh7e+Pj44OzszPp6em4urpaJAH+/PPP2bp1K2+88QY333yzWdcShInC2dnZ2kMQBGGCmTRpEpIk0dXV1eNxd3d38vLyAEyx3svLizNnzlgsAa6oqCAhIYG1a9fy6quvigTYDGM+CQYs2t5AURQMBgP23/0O2s/2I587h1NTM4r4JRIEwUyJiYnY2dmRk5NDaWkpKpWKuXPnEhoaiizLNDQ0UFdXR05ODjqdDgcHByZPnoxerzerOMbhw4e54447eO2117j11lst+BMJwvikKAqKojB58mSCg4M5d+6ctYckCMIEsWDBAoKCgigrKzPFc39/f+Lj47GxsaGlpYW6ujrOnTtHTk4OKpWKmTNnIsuyWe9bXV1NQkICy5cv57XXXhMJsJnGRRJsKcYEWJZlJBsblG/aHwVmZFI5P4ymGX1siRYEQbgCSZLw8PDA3t4eSZKIjo4mOjq6x2tsbGzw9fXFw8ODlpYWXF1dcXNzo6ysjIKCAjw8PPDx8cHHxwcnJ6dBv/fRo0f51re+xcsvv8xdd90lzgUJ45alfneNsV5RFCRJEn8nBEGwGBsbG3x8fIBL/X9n9JE7eHh44O7ujlarxWAw4O/vT1NTEyUlJTg7O5tWid3d3Qf9+VRbW0tCQgILFizgH//4h2j/ZgFXTRLcPQFWqVRo9+5DMVZxUxQUSXXp7K+YVREEYYjs7OxYtmzZFYOZTqcjIyMDZ2dnIiIiUKlUzJ49G7VaTV1dHfX19Zw9exYnJyd8fHzw9vbGw8Oj3+uePHmSm2++meeff57vfve74mZfuOpdHuvVavWAhekEQRAGS5IkFi5ceMVjFoqicPr0aZqamliwYAEODg7ApXsA446wzMxMVCpVj23T/bVzq6+vZ+PGjYSHh/P222+Ltm8WMi4yPnNv7GRZ7hEUJUlCaW01Jbz1M2fSHDhdJMCCIAyLTqcjPz//iq9JT0/HwcHBlAAbOTo6EhgYSGxsLCtWrCA4OBiNRkN2djaHDx8mLy+PmpqaHlUn09PTuemmm/j1r3/NQw89ZLUE+Pnnn2fBggW4urri6+tLcnIyZ86cscpYhKvb5QmwJElotVprD0sQhAlCURRycnL6rQBtfE1hYSGNjY3Ex8ebEmC4NGE+ZcoUIiIiWL58OZGRkdjZ2XH27FkOHz5MRkYGFy5c6HHWuKmpiaSkJGbNmsW///1vs/sKm2OixfsJPZWgKAqyLJv24BuDIoDtgnhTxWedo0O/1xAEQbgSRVEoLy9n6dKlfT5vXAF2cHAgMjJywHM8tra2+Pn54efnh6IoPc4WPfnkk5w7d46oqCg++ugjfvGLX/DDH/7QqivAhw8f5vvf/z4LFixAr9fz85//nBtvvJGCggJRlEgYEnN+j42xvnsCDJeK0jk4OKDRaCxWW0QQhKtXR0cHzc3NeHt793pOURTOnDlDfX19rwT4ciqVCk9PTzw9PQkNDaWjo4O6ujpqamr46KOPeOedd1i2bBknTpwgKCiIDz/80OyiWuaaaPFeUsZBVNDpdEM+TN79TBDQ502nJvVjOp96mk4nJw49/FDf1aEFQRAGYdKkSWzZsqXX48YE2N7enqioKLMKWRQWFvLaa6/xzjvvIMsyYWFhbNy4kY0bN7Jw4cIxcUaorq4OX19fDh8+zHXXXWft4QjjiMFgGHCFpS/GAlgGgwGgzzPAjY2NHDp0iM7OTouNVRCEq1dCQgKenp49HjMmwHV1dcTHx+Po6Djs69fX1/P+++/zwgsv0NHRgbe3Nxs2bCAxMZFVq1YNqW7ISBrv8X5C7v/tvgIsSVK/N52TbtqER2Y6U3ft4LqVK8Uee0EQrsjb27vPGeCwsLBej+n1ejIzM7GzszM7ATbauXMnTzzxBPX19fzyl7809QvctWuX2de2hJaWFgC8vLysPBJhojPGemPi3F8RLC8vLzZt2sRNN91EQkICbm5uoz1UQRDGGXd3d3x8fLC1tTV9rkiShJ+fHx4eHj1eqygKRUVFFkmA4dIRqd27dxMdHU1dXR3//ve/cXZ25tFHH+WnP/2pWde2pPEe78fFSrBerzfN8l5JX2eCBkuWZbq6umhra+PIkSO9en0KgiBs3LgRd3d3KisrOXPmDAaDgRkzZhASEtLj80av15ORkYGtrS1RUVFmr9KePXuWdevWceedd/LCCy/0SKj1ej2Kolj1rBBc+gxNTEykubmZr776yqpjEcYfWZbR6XSDem2Pbg8DTHb3971dXV0YDAa++uor6uvrhztkQRAmqPj4eObOnUtbWxs5OTmmFdnIyMgei2aKonD27Fmqq6uJj483e5VWrVazZcsWtFote/bswdXVtcd7aTSaAbdZj5aJEO8nVBLc35mg4ZBlmbKyMgoLC+no6OjVEFsQhKuLJEm4ubmRkJBwxRtu4wqwSqUiOjra7AS4tLSUtWvXsnnzZl5++eUx2xvwwQcfZM+ePXz11VdMmzbN2sMRxpnBJsHmTHb3da2GhgZycnJoa2ujra1t2NcSBGH8kiSpxxHKDRs2XHHXiKIoFBcXU1VVZZEEuKuri9tuu42Wlhb27duHu7u7WdcbSRMh3k+I/b+XnwmyRFAsKSnhwoULLFy4EC8vLzQaDVqtliNHjtDc3GyhkQuCMF7Y2NiwZMmSKyagBoPBoglweXk569evZ+PGjWM6AX744YfZtWsXR44cGbcBURj7LJkAw6Wzd7m5ucycOZOgoCB0Oh0Gg4GMjAxKjW0UBUGY8IwJsCRJxMTEDCoBPnfuHJWVlRZJgLVaLXfffTcNDQ3s379/TCfAEyXej4uV4IGKZVxeAKu/M0FDea+8vDza2tqIjo7GxcWl1/tpNBoMBgPHjh2jpqZm2O8lCML4IUkS3t7erFmzpt/XGBNggJiYGLMT4MrKStasWcPKlSv5+9//PiYTYEVR+MEPfsDHH3/MoUOHmD17trWHJIxTiqL029JoMAWwhvpe5eXlnDt3jvnz5+Pn59frNcaEOD8/n9OnTw/7vQRBGF9sbW1JSkoa8GxvcXExFRUVxMfHm10ZWafTcc8991BaWsqBAweYPHmyWdcbKRMt3o/rJNhYFMNgMFhkRlij0ZCVlYVKpSIqKmpQpcg1Gg2yLPP1119TXl5u1vsLgjD23XrrrX0W0TMYDGRlZSHLMrGxsWYnwNXV1axbt45Fixbxz3/+c0xUfu7LQw89xPvvv8/27duZM2eO6XF3d3ezi4MIV5f+kuDL2x2amwDLskxhYSF1dXVER0cPasXFeCzr3LlzZGZminZLgjDBLV++nOnTp/f53Llz57h48SJxcXG9FsuGSq/X893vfpf8/HwOHjyIr6+vWdcbSRMt3o/bJNjSW6La2trIysrC09OTsLCwYa24aLVaZFkmOzubs2fPmjUeQRDGHkmSuO2223p9PnRPgGNiYsyuNF9XV8f69euJjIzkvffeG9OV6/v77P3nP//J1q1bR3cwwrjWVxI8mHaHQ6HT6cjJyUGr1RIdHT2sGzeDwYBOp6OyspKTJ08OunCnIAjjx+rVq5kyZUqvx0tKSigvLyc+Pt7sBNhgMPDggw+SlpbGoUOH+ny/sWSixftxkQRfXizDkgWw4NINZ25uLkFBQcycOdPs68GlmR29Xk9RURG5ubli1lgQxpGAgAAkSaKystK0DRMgIiKCqKioHq81GAxkZ2ej1+uJjY01O2FtaGggISGB2bNn89///tfqFZ8FYbRcngRberK7s7OTrKwsHB0diYiIsMjkkizLaDQaGhsb+eqrrwZd3VoQBOvz9vbG0dGR+vp6urq6UBTFdPTphhtu6DXpVlpaSllZGXFxcT2qNg+HwWDgBz/4AUePHuXQoUMEBASYdT1h6MZVEjwSZ4IuXLhAcXExYWFhIzYDo9fr0el0VFRUcOrUKdOWLkEQxqYNGzbg4eFBU1MThYWF6PV6pk6dSnBwcI/PHOPOD51OZ5EEuLm5mQ0bNjBt2jS2bds2qCMZgjCRGFsTWjoBbm5uJisri6lTpxIaGmqRye7LGdssdnZ2cvjwYdRqtcXfQxAEy4mNjSUsLAyNRkN+fj5tbW24u7sTHh7eK56fP3+e8+fPWyQBlmWZH//4x+zfv59Dhw4xY8YMs64nDM+4SYK1Wq1FC2DJssyZM2eora0lKiqqV+PrkWIwGNBoNDQ0NHD06NF+C34JgjD6JEnC1dWVDRs2XHHbpTEB1mq1xMbGmr1i29raSmJiIpMnT+bjjz8eE30ABWG0GetsWHK3V1VVFQUFBYSGhvZ7xs/SFEVBrVaj0+k4fPgwra2to/K+giD07/I2SAkJCYOqCWDpBPiJJ55gx44dHDx4kODgYLOuJwzfuEiCOzo6TKvAkiRZ5ExQbm4uGo1m2GeCLEGv15Obm0t9fT3Nzc2mGXBBEKzD1taWVatW4ePjM+DrZFkmJycHjUZjkQS4vb2d5ORknJyc2Llz57gsMCEI5tJoNHR1dZmKwFlit5fx/F5ERATe3t6WGuqQx1FaWsrZs2fRarW0tLRYZRyCIFxibIMUFhZ2xdeWlZVRUlJCXFzcFdsmXYksyzz99NN88MEHHDx4kNDQULOuJ5hnXCTBd9xxB+np6SQmJrJp0yYiIiKGnQir1WoyMzNxcHAgMjLSagVnjMU5dDod0dHR2Nvbo1arTb2I29rarDIuQbiaSZKEp6cn69ev7/c1siyTm5uLWq0mLi7O7AS4o6ODzZs3I0kSn376qdmFNgRhvHr33Xd57LHHSEhIYNOmTSxfvnzYRwKMrY1aWlqIiYmx2t8rYy/RCxcuEBUVhaenJ11dXciyTFpaGhcuXLDKuAThamdjY0NiYuKA7Y2MbdRiY2PN7turKAq/+c1v+Oc//8mBAwcGlYALI2tcJMFtbW3s2rWLlJQU9u7di5+fnykhjo2NHXRCbDwTNGXKFEJDQ63Wc9OYiPdXnEOWZdRqtakXcX19vVXGKQhXq1tuuaXPm29LJ8BqtZpbbrmFrq4u9u7da/Y2K0EYz/R6PUeOHGHbtm1s376dzs5OEhISSEpKYtWqVYM+IqDRaMjOzgYwTTJbgzERb21tJSYmps+b7a6uLtPrioqKrDBKQbh6XXvttf2exzXWDLJUAvz73/+e1157jQMHDhAREWHW9QTLGBdJcHcdHR3s2bOH1NRUPv30Uzw8PEhMTCQ5OZmFCxf220vTeCZo9uzZBAYGjvKo/6elpYWsrCx8fX2ZM2fOFRNxRVHo7OxElmXS09O5ePHiKI1UEK5OkiRx66239voskWWZvLw8Ojo6iIuLM/vGWqPRcNttt9HU1MRnn31mdpAVhInEOAmckpLCxx9/THNzM2vXriU5OZkbbrgBJyenPr+vvb2dzMxMPDw8CAsLs1p/ba1WS3Z2NoqiDDoR12g06HQ6ysrKyMrKEl0lBGGErVy5ss+qzMYEOCYmxuyaQYqi8Morr/DSSy/x+eefExsba9b1BMsZd0lwd2q1ms8++4zU1FTTObqNGzeSnJzM0qVLsbW1RZZl3nrrLWbNmkVkZKTVzgQB1NbWkpeXR3BwMIGBgcM669TZ2Yler6ewsFDMGguCGfz9/U2tTbp/DIaEhLBo0aJeVaAtmQBrtVruuusuKioq+Pzzz/Hy8jLreoIwkcmyzKlTp0wJcXV1NTfeeCPJycmsWbPGtINi586dSJLEvHnzmDVr1ohUgB6Mzs5OMjMzcXFxITw8fFiJuFarRa1W09DQwIkTJ0RXCUEYJh8fHyRJorGxsUcxWjc3N9atW9drR9fFixcpKioiNjbWIgnwa6+9xnPPPce+fftYuHChWdcTLGtcJ8HdabVaPv/8c1JTU9m+fTuSJLFu3ToKCgooKyvjwIEDzJo1y2rjKy8vp7i4mPnz5+Pn52eRaxrPEF+8eJHMzEyLXFMQrhbJycm4uLjQ3NxMfn4+7e3t2NvbI8sy9vb2+Pj44Ovri7u7OwUFBbS1tREfH292AqzT6bj33nspLi7mwIEDVp2YE4TxRpZlMjMzSUlJITU1lbKyMlavXo2dnR27d+/mb3/7G1u2bLHa+IzHrvz9/Zk9e7ZFEnGdTkdHRwcdHR2iF7EgDNHChQsJDQ1Fq9WSm5tLY2MjgOko4uTJk/H19WXy5MnU1tZy5swZYmJi8PT0NOt9FUXhjTfe4Omnn2bPnj0sXbrU7J9FsKwJkwR3p9Pp2LFjB9///vdpaGjAxcWFxMREkpKSWLlyJZMmTRq1sSiKQlFREVVVVcTExIzYlseuri7UajVNTU1i1lgQBiBJEm5ubiQkJPR5HMFgMNDY2EhdXR11dXXodDpUKhWhoaFMmTLFrGJ6er2e+++/n5ycHA4ePGixCTFBuBopikJ2djYPPPAA6enpSJLE6tWrSUpKIiEhAS8vr1FdDa6pqSE/P5/Zs2ePWCsmvV5PW1sbOp2Or776is7OzhF5H0GYCFQqFRs3buyz3oaiKLS2tppivbETTWBgIIGBgWZ1aVAUhXfeeYcnnniCnTt3snz5cnN+DGGETMgkuKCggA0bNrBgwQLefPNN0tPT2bZtG5988gltbW2sW7eO5ORkVq9ePaKtSAwGA7m5uXR0dBATE9PvGSZL02g0tLe3o1arOXbsGFqtdlTeVxDGAzs7O2644YYrbkFWFIX8/Hyamprw8fGhsbGRzs5OvLy88PHxwcfHZ0i9fA0GAw899BAnT57k8OHDTJ061dwfRRCuam1tbdx6662Ulpayc+dOdDqdaYU4NzeXa6+9luTkZDZu3GjaEjkSFEUxtVGJiIi4Yos1SzEYDLS2tmIwGDh58iRNTU2j8r6CMB5IksSCBQsG1YaosrKS06dP4+/vT0dHB83Nzbi4uJhivaur66A/PxRF4f333+fHP/4x27dv5/rrrzf3RxFGyIRMgu+55x4CAwP59a9/3WOlR5ZlTpw4YUqI6+rqWLNmjelc0UBl0odKo9GQlZWFjY0NUVFRZleRHS7j9g/jLJdarTbret0bjQvCeCRJElOnTh0wMCmKQkFBAc3NzcTHx5t2j3R2dppmjbsHSV9fX1xcXPoNkrIs88gjj3DkyBEOHjw4YqtEg3HkyBFefPFF0tPTqaqq4uOPPyY5Odlq4xGE4frXv/7Fu+++y4cfftjj7J6xP/C2bdv4+OOPSU9PZ8mSJSQnJ5OYmMjUqVMtlhDLskxhYSF1dXXExMSY3UfUnHGUlJRw9uxZZFkWCbFw1ZMkCXt7exITEwfcAVpVVcXp06eJjo42TY7rdDrq6+upra2loaEBOzs7U0Ls6ek5YFHbjz76iO9///ts27aNtWvXWvznGiwR669sQibBBoPhioUojNWWjbPGFRUVrF69muTkZNatW2dWIDNWp/T09CQsLMxqrZi6t2eIjY3F3t6e5uZmDAYD6enppnMRgnA1uu222/r8nFAUhdOnT9PY2Eh8fHy/q71arZb6+nrq6uoGDJKyLPP444+zd+9eDh06RFBQ0Ej+WFe0Z88ejh49SlxcHDfddJMIjMK4dqV4rygK5eXlpqJaJ06cYMGCBSQlJZGUlMT06dOHnRDr9XpycnLQaDTExMQMaWeIpRnrjoSHh+Pj40NzczM6nY7S0lLOnj1rtXEJgrX1VwEa/pcAR0VFMXny5D5fI8tyjyNSBoOhxzni7otcn3zyCffddx///e9/2bhx44j8PIMlYv2VTcgkeKhkWSYnJ8eUEJ87d45Vq1aZzhV5eHgMOkg2NjaSnZ1NYGCgVatT6nQ6U4uFvtozGP9S6/V6Tp8+TUVFhVXGKQjWIEkSt912W68JKkVRKCwspKGhYcAE+HKXnyOurKzkww8/JCEhgby8PPbs2cPBgwcJCQkZiR9n2CRJEoFRuGooikJlZSWpqamkpqby1VdfER0dTXJyMklJScycOXPQMburq4vMzEzs7e2Jiooyq1aAORRF4ezZs1RWVvZbd6SlpQW1Wk1dXZ2pf7IgXC1Wr17NlClTej1eXV1NQUHBgAnw5S4/R9ze3s7rr79OfHw83t7e/PznP+e9997jpptusvSPYRYR6/smkuDLGFeBtm3bRmpqKgUFBaxYsYKkpCQ2bNiAt7d3v0HSeKZg3rx5+Pv7j/LI/0etVpOZmYmjoyORkZFXXBVXFIXGxkY0Gg0VFRWcOXNmlEYqCCNHpVLh5+eHLMvU1NT0eG7evHnExcX1eGy4CfDlFEXhzJkzvPbaa2zbto2WlhauueYabr/9dhITE5k2bdqwfyZLE4FRuFopikJtbS2ffPIJKSkpHDp0iLCwMJKSkkhOTiY0NLTfWN/W1kZmZibe3t7MnTvXaru9jK3bWltbiYmJGdSRrra2NlpbW+no6CAtLU0U0RQmBD8/P1MbJJ1Oh6IoSJKEh4cHa9eu7XUfbCxiZ27r1NbWVl555RU+/PBDSkpKCAoKYuvWrSQmJhIdHW21hbDLiVjfN5EED0BRFIqLi00JcVZWFsuWLSMpKYnExETTXzpZltm9ezfOzs5ERkYOekZpJLS2tpKZmYmvry9z5swZVnBuamqivb2dlpYWsrKyLD9IQRglxi3PtbW1FBQUoNPpCAgIYN68eT2CkzFxraurIz4+3uyCeYqi8Nxzz/HGG2/w9ttvc/r0abZv387Ro0e58847efvtt838ySxDBEZB+N9E8Pbt20lJSeGLL74gJCSExMRENm3axLx580yx9NChQxgMBmbNmkVQUJBVd3tlZ2djMBiIiYkZVuu2zs5O0wR4enq6KKIpjFsrVqxg2rRpdHZ2kp2dTVtbGx4eHkRFRfU6D1xbW0tubi6RkZEWKWJ38OBBvvWtb/H73/8eFxcXdu7cyd69e/Hx8eH06dOj2pGmPyLW900kwYOkKArnz583nSs6deoUixYtYv369Xz++eecOXOGEydOWDUBbmhoIDs7m5kzZ1osOLe2ttLU1ERXVxcZGRkYDAYLjFQQRpYkSXh6erJ+/forvtbYxqy2ttZiCfBLL73En/70Jw4cOEBkZKTpuYaGBiorK4mIiDDrPSxFBEZB6ElRFFpaWti5cyepqans27eP6dOnk5iYSHt7O//85z9JSUlh5cqVVhvjUHd7DYZGo6G2tha9Xk92djbt7e0WGKkgjDwbGxuSkpIG1YHF0gnwl19+yc0338wrr7zCvffea7rvNh6XWLJkidnvYQki1vdNJMHDoCgKFRUV/Otf/+KFF16gpaWFqKgovvWtb5GUlMSMGTNGfXbYuBU7LCxsxFqvdHR0mPqmZmdn09XVNSLvIwjmmjRpEmvXru2zN2B3xvN0NTU1xMXFmd3GTFEUXn31VV588UX279/fa8v1WCMCoyAMrK2tjZ07d/LMM89w5swZ/Pz8uPXWW9m0aRNxcXGjvhV6NLZi6/V6qqqq0Ov1FBUVUVdXZ/H3EARLkCSJa665ZlAFJ+vq6sjJySEiIgJfX1+z3/v48eNs2rSJ3/3ud3zve98bM1uf+yJifd+sU8lhnJMkCZ1OxzvvvMPy5ct5+eWX+eyzz0hJSeHpp58mIiLCVGgjJCRkRP9iKIpCaWkpZWVlREdHj+hKtLOzs+nMUWBgIJWVlabCWq2trSP2voIwVBqNhpKSEqKiovp9jTEBrq6uJj4+3iIJ8Ouvv87vf/979u7dO+YTYEEQrszW1pZPPvkEvV5PVlYW586dIyUlhaSkJNzc3EhMTCQ5OZlFixZZZEV2IA0NDeTk5BAUFDSiW7FtbW1NbdxmzJhBZWUlarWa6upqysrKRuQ9BWE4jLU8rrT4VFdXR25uLuHh4RZJgNPS0ti8eTO/+c1vxnwCLPRPrAQPg6IoXHfddcTFxfGHP/zBFPgURaGhoYHt27ezbds2Dhw4wJw5c0ytGC4/h2guY3/C+vp6YmJirrjqNVL0ej1nz57l3LlzGAwG2trarDIOQejOwcGBm2++uc/njOf9q6qqiIuLM7tHuKIovPnmmzz11FN8+umnLFu2zKzrjaT29naKi4sBiImJ4eWXX2blypV4eXkRGBho5dEJwtjyzDPPsG/fPj755JMe2yfVajX79+8nNTWVHTt24ODgwMaNG0lOTuaaa66xeLXosVB4U1EULl68yOnTp9FoNLS0tFhlHIJwuQ0bNvToFd5dfX092dnZhIeH4+fnZ/Z7ZWVlkZCQwC9+8Qsee+yxMZsAi1h/ZSIJHqbm5uZ+/8LBpWDR3NzMjh07SElJYf/+/QQFBZkKbYSHh5u1jclgMJCTk4NarSY2Ntaq/QmNbaFmzpxJYGAgFy9epL29naamJkpLS5EkCfFrJoy2SZMmsWXLll6PK4rCuXPnqKioID4+3iIJ8HvvvcdPfvITdu7cyYoVK8y63kg7dOhQn+cZ77nnnjFTsEsQxoquri4URRmwVoBWq+XgwYNs27aN7du3A5CQkMCmTZu47rrrhlW0yshYj+T8+fNWL7xpPOfo4OBAZGQkjY2N1NfX09XVxenTp1EURcR6wSr6S4Lr6+vJyckhLCyszzZJQ5WXl8e6det47LHHePLJJ8dsAgwi1g+GSIJHSWtrK7t27SIlJYW9e/cydepUU0IcExMzpIRYo9GQlZWFjY0NUVFRPRp1j7bq6mry8/P7nZ2uqqqivr4etVpNUVGRSIgFi5EkCUdHR1MQ6ujo6PF8WFgYsbGxvb7v3LlzXLx40WIJ8H//+19++MMf8sknn7B69WqzricIwvim1+s5cuQIH330Edu3b6erq4uEhASSk5NZuXLlkCasZVnmzJkz1NbWEhsba7XdXnBpVSkzMxMvL68e1bKNWlpauHjxIjqdjqKiIlObGkGwBJVKhbOzM7Is09nZafrdMrZBWrduXa/fSWOx2Hnz5lmkVs7p06dZt24dDz74IP/v//2/MZ0AC4MjkmAraG9vZ8+ePaSmpvLpp5/i5eVl2ka1cOHCAc8VdXR0kJmZiZubm9mryeYqLy+nuLh40H3W6uvrqaioQKfTcfbsWWRZFkFSMIuLiwvJycmmFkfG1YhZs2YRGRnZ6++HMQGOi4vDxcXF7Pfftm0bDz30EB9++OGgKlELgnD1MBgMHD161NRVoqWlhXXr1pGcnMzq1asHrEPQfbdXTEyM2VXrzdHc3ExWVhbTpk0jODj4ijf/nZ2dlJaWotVqKSsrE5WmBYvYtGkTzs7O1NTUkJaWhlqtxsfHh0WLFvWaXGpsbCQrK8tiCXBRURHr1q1j69atPPfccyIBniBEEmxlarXaVFRr165dODo6kpiYSFJSEkuXLu1xrqi8vJySkhL8/f2ZPXu21f4SGs9TVlRUEBMTg7u7+5Cv0dbWRklJiSlIajQakRALQyJJEgEBAYPeflxSUkJ5eTnx8fEWSYB37NjBd77zHf7zn/+QmJho9vUEQZi4ZFnm5MmTpoS4traWG2+8keTkZNasWdPjM6m+vp7i4mJsbGyIjo626m4vY0Gh2bNnm4plDYVx0ruzs5O6ujoaGhpGYJTCRGdnZ8eWLVsGtfBjTIDnzp1rkfPzJSUlrF27lltuuYWXXnrJqotPgmWJJHgM0Wg0fPHFF6SkpLB9+3ZsbGxMK8QXLlzgZz/7GZ9++qlVq87Ksszp06dpbGwkNjbW7O2kcOnnPnPmDGq1mtraWlFsQxgUR0dH1q5dO6jfQWMF9bi4OItsKdy9ezf33HMP7777Lps3bzb7eoIgXD1kWSYzM5Nt27aRmprKhQsXWL16NUlJScycOZO77rqL73//+zzyyCNWveGuqKigsLDQYgWFZFmmuLiYpqYm2tvbqaqqEkekhCuSJIkVK1YQEBBwxdc2NTWRmZnJnDlzBvX6KykrK2Pt2rVs3LiRV199VSTAE4xIgsconU7H4cOH2bZtG++//z5tbW0sXbqUxx9/nBUrVjBp0qRRH5Nxe1ZXVxcxMTEjUozLYDBQWFhIc3Mz7e3toj+h0C9Jkli7du0VC8UYi8pYKgHev38/d9xxB//4xz+47bbbzL6eIAhXL0VRyMvL46OPPuJf//oXpaWlTJs2jSeffJLExEQ8PT1HfddX92JcUVFReHl5jcj7lJWVUVlZiUaj4eLFiyIhFvoVHx/P3LlzB3yNpRPgiooKbrzxRm688Ub++te/igR4AhJJ8BgmyzK/+MUv+Pvf/86vf/1rCgsL+eSTT2hvb2f9+vUkJyezatWqUTkrpNVqycrKQpKkUdueZdx2XV1djUajobq6esTfUxg/JEli2rRpLF++vN/XlJWVUVJSQlxcHG5ubma/5+HDh9myZQuvvfYad911lzgXJAiCRezcuZPbb7+dhx9+GCcnJz7++GPy8vK47rrrSE5OZuPGjXh7e4/4Z46xvkJNTc2oFuOqra2luLjYFOtFzRChO1tbW771rW/1+/vf3NxMRkYGoaGhTJs2zez3q66uZs2aNSxbtow33nhjxHuAC9YhkuAx7Kc//SkfffQRe/fuZc6cOcClldITJ06YzhU1NDSwZs0akpOTufHGGy2yPflyarWazMxMnJ2dCQ8Pt9qHwcWLFykoKKCpqQm9Xg8gguRVzs/PjxtuuKHP5yydAH/11Vds3ryZ//u//+M73/mOSIAFQbCIvXv3cvPNN/P222+bepsbW7lt27aNjz/+mIyMDJYuXUpycjKJiYlMmTLF4p9BsiyTl5dHW1sbsbGxVivG1draSnZ2NjU1Nej1egwGg4j1Arfffnufq7HNzc1kZmYSEhIyrHPrl6utrWXdunXExsby7rvvigR4AhNJ8BhWVFSEm5tbv73NZFkmLS3NlBBXVFRwww03kJSUxLp16yxy49/W1kZmZiY+Pj7MnTvXqjf+VVVVFBQUEB4ejp2dHbm5uajValpaWtDr9SJITlC2trbo9fo+t8pFRUURERHR63vKy8s5d+4csbGxwyrcdrmTJ0+SnJzMc889x0MPPSQSYEEQLEatVpOfn098fHyfzyuKQllZGampqaSmpnLixAkWLVpEUlISSUlJTJs2zezPJL1eT3Z2Nnq9npiYGLN6G5urvb2djIwMfH19CQoKIjs7m+bmZtRqtag0PYHZ29uj1Wp7PS5JEt7e3qxZs6bXcy0tLWRkZFgsAa6vrychIYG5c+fy/vvvW7UonTDyRBI8QciyTE5OjqnQRklJCatXryYxMZGEhAQ8PDyGHCSbmprIyspixowZzJw506o3/sZ2TFFRUb3OgHZ2dpKenk5LSwsajQa1Wm2lUQojwcnJCW9vbzw9PSkrK6O5uRmA4OBgFi1a1Gtm+MKFCxQXF1ssAU5PTycxMZFf/epX/PCHPxQJsCAIVqMoCpWVlaSmppKSksLRo0eJiYkhOTmZpKQkgoKChvwZpdFoyMzMxN7ensjIyB5dKUabsR3T9OnTmTVrVo+fxViXpLKyEr1eT1tbm9XGKViejY0Nvr6+eHt709TUxMWLFwHw9PRk5cqVvVqKGRPg4OBgAgMDzX7/pqYmNmzYwIwZM/jwww+tOhEkjA6RBE9AiqJQUFBgSohPnz7NypUrSUpKYsOGDUyePPmKQbK2tpa8vDyLna8YLkVRKCkp4cKFC4Nqx6TX68nIyKCystLUVF0YvyRJYv78+QQEBFBbW0ttbS2yLOPj48PUqVPx8vLqsVXp4sWLnD17lpiYGDw8PMx+/+zsbBISEnjiiSf4yU9+IhJgQRDGDEVRqKmp4ZNPPiElJYXDhw8zf/58kpKSSE5OHlQrxY6ODjIzM/Hw8CAsLMyqxX/q6+vJyckhJCTkikmNoiicPXuWM2fOoNfr6ejoGKVRCubqrwDa5MmTWbp0qSnWd3Z24uHhwdSpU/H19e2RlLa2tpKens6sWbOYMWOG2WNqaWlh48aN+Pn5kZqaapXis8LoE0nwBGcMFMaEODs7m2uvvZakpCTTX/jLg+TFixcpKioiPDwcX19fK438fwU6amtriY2NHXJvV+NkwJkzZzAYDGg0mhEaqWBpxt9JBwcH1q9fbzqbpigKzc3NpiCp0+mYPHkyvr6+aLVa0xZoSyTA+fn5rFu3jkcffZRf/OIXIgEWBGHMUhSFxsZGU0L8xRdfEBoaSmJiIps2bWLevHm9PsNaWlrIzMzE399/UAnzSKquriY/P5+wsDCmTp065O+vrKwkIyMDtVqNTqdDURRxRGocMCbEkiRx/fXX9/iz7+joMMX6trY23N3d8fX1xcnJifz8fIKCgggKCjJ7DG1tbSQnJ+Pq6sqOHTtGpPOJMDaJJPgqoigKpaWlpjPEX3/9NYsXLzadK5oyZQo/+9nPsLe35yc/+Qmenp5WG6ssy+Tn59Pa2mqxAh3l5eWkp6fT1dWFLMuAKKw11k2fPp3rrruuz5szRVFob2+ntraWiooKNBoNbm5u+Pv74+PjY1YgKywsZN26ddx///0888wzIgEWBGHcUBSFlpYWduzYQWpqKvv27SMwMJCkpCQ2bdpEREQE27dv59133+X//u//LJJImOPChQucPXuWyMhIvL29zb5eS0sLx44do7m5GUmSRGGtccDZ2Zl169b1G7e7urqoq6ujqqqKlpYW7O3tmTZtGr6+vri4uAw7Rnd0dLB582ZsbGzYtWvXiBSXFcauMZkE//a3v+XTTz8lKysLe3t70xnA7srLy3nwwQc5ePAgLi4u3HPPPTz//PMDnmVpbGzkBz/4ATt37kSlUrF582ZeeeWVIa8wTgSKonDx4kVToY2vvvoKLy8v1Go1b7zxBhs3brTajb/BYCA7OxutVktsbOyInMtobGzkq6++orW1FZVKJWaNx7Brr712wO1OlZWVFBYWMm/ePLRaLbW1tbS0tODq6oqvry++vr5DCmxnz55l3bp13HXXXTz//POiN6AgjBAR60dHa2srn376KampqezZswdHR0eampp4+OGH+c1vfmO1zzjjxHxZWZnFjrBcTqPRcPToUaqqqpAkyTQBLowtkiQxa9YslixZ0u9r2tvbSUtLY9q0aTg7O1NbW0tDQwN2dnamWD+U+jdqtZqbb74ZvV7P7t27R60dmDB2jMkk+Fe/+hUeHh5cvHiRN998s1dgNBgMREdHM2XKFF588UWqqqq4++67ue+++3juuef6ve66deuoqqrib3/7GzqdjnvvvZcFCxbw/vvvj/BPNLYZPwgyMjIICgoiLS2NyMhI0wpxSEjIqCXEOp2OzMxMVCoV0dHRI16gQ1EUurq6OHLkCHV1dSP6XsLQSZJEREQEkZGRfT5vTICjo6Px8vIyPa7Vaqmrq6O2tpbGxkYcHBxMQdLNza3f3+fS0lLWrl3L5s2befnll8dEAvyXv/yFF198kerqaqKiovjTn/7EwoULrT0sQTCbiPWj74UXXuCZZ55hwYIFZGVl4eHhQWJiIklJSSxatGjU2sEoikJRURHV1dWj0o9YURRkWSYjI4OioiIx6T0GeXt7s3bt2j6fMybAgYGBzJo1y/S4wWCgsbGR2tpa0z2cj48Pvr6+vWqGdNfV1cWtt95Ka2sr+/bts0gRTXOJWD/6xmQSbPT222/z6KOP9gqMe/bsYcOGDVRWVuLn5wfA66+/zs9+9jPq6ur6XDk8ffo0YWFhfP3116Y2BHv37mX9+vVcvHgRf3//Ef95xqLm5maSkpLQ6XTs2rULT09P6uvrTeeKDh48yJw5c0yFNkayTVJXVxeZmZk4OjoSEREx6r3ZjL2HT506RUlJyai+99XMzs4OnU7X7/PXXHMNM2fO7PV4VVUVp0+f7rNieHd6vZ6Ghgbq6uqoq6tDpVKZEmJPT09TolteXs6aNWtISEjgz3/+85hIgD/44APuvvtuXn/9dRYtWsQf//hHPvroI86cOWPV8/qCYEki1o88WZZ54oknePvtt9m9ezfx8fGo1Wr2799PSkoKO3fuxMHBgcTERJKTk1m6dOmITULLskxBQQHNzc3Exsb2qvo70mRZRpZlSktL+frrr81eHe6v0JPQk0ql6vf/tSRJzJw5k6VLl/Z6rr29nfT0dKZNm0ZwcHC/1+9eM6Surg6NRoO3t7ep4rSx3ZFGo+HOO++kpqaG/fv3W/Xon5GI9dZh/bu8YTh+/DgRERGmoAiwZs0aWltbyc/P7/d7PDw8evThW716NSqVipMnT474mMcq40z7559/jpeXF5Ik4ePjw3333ceePXuoqqrixz/+MVlZWVxzzTXEx8fzzDPPkJuba9FtRZ2dnaSlpeHq6kpkZKRVmpPb2tpia2tLREQEAQEBxMbGEhsbK86DjjCdTseiRYu47rrrevX8nT59ep9boaurqweVAMOlP1c/Pz/Cw8NZvnw54eHhSJJEfn4+jzzyCJs2beL//u//WLt2LTfeeOOYSYABXn75Ze677z7uvfdewsLCeP3113FycuKtt96y9tAEYcSJWG9ZKpWKo0ePmv7fODo6kpiYyDvvvEN1dTVvvfUWer2eu+66i5CQEB5++GG++OKLAScph8p43KmtrY0FCxaMegIMl/4/2NraEhQURHBwMMHBwaxcuXLYR6+6J8DifqF/iqIwd+5crr32WpYsWdJjksXJyYno6Ohe39PR0UF6ejoBAQE9VoD7IkkSnp6ezJkzh2uuuYaFCxfi4uJCWVkZr7/+OsuXL+e3v/0tW7ZsoaKign379o2JBBhErLcW6zWDM0N1dXWPoAiYvq6uru73ey6fTbG1tcXLy6vf77kaTJ48mVdeeaXP5yRJwsvLi61bt7J161ZaWlrYtWsXqamppip+xkIb0dHRw04c2trayMjIYMqUKYSGhlo1iBj7zgUFBZlWH0NCQlCr1bS1tfHVV1+ZVowFy/Hw8MDHx4fAwECmT59OY2MjTk5OTJ06tdfvQ01NDQUFBURGRl4xAb6cSqVi8uTJTJ48mTlz5mBvb8+bb77Jr3/9awwGA5WVlbz11lumyunWpNVqSU9P58knnzQ9plKpWL16NcePH7fiyARhdIhYbzkqlYoXXnih3+ft7e1Zu3Yta9eu5fXXX+fw4cN89NFH3H///Wi1WhISEkhOTmblypXDbh+j0+nIysoCID4+3rQyZw1arZaMjAzs7e2JiorCxsaGzZs3097ejqIofPnll7S0tAz5upcnxGKFuCd7e3vTxPbUqVOprq7GxsaGqVOn9pqE6OjoIC0tDX9/f4KDg4d0byhJEq6urri6uhIcHMzUqVNpamritddeo7m5mejoaP72t7+RnJzcZ+X00SRivfWM2nLHE088gSRJA/5TWFg4WsMRhsHd3Z077riDlJQUampqeO6556ioqGD9+vWEh4fzxBNPcOLECQwGw6Cv2dTUZDrnYe0EuLGxkfT0dIKDg3tsv7W3t8fd3Z1p06Zx0003mVYMLVFF8GqfNZYkCWdn5x6zsV5eXoSEhODv799nApyXl0dERITZVUSNhTgyMzO5+eabyc3NZfny5bz55psEBATwxhtvmHV9c9XX12MwGPpMAq7mm3lhbBOxfvyztbVl1apVvP7666YCmh4eHvzwhz9k5syZfOc732Hnzp2o1epBX1Oj0ZCWloatrS2xsbFWTYC7urpIS0vD0dGR6Oho084zGxsb3N3d8fDwICEhgfXr17Nu3TqmTZs2rPcRCXDve5zu/y+dnJxMfX4vT4A7OztJT0/H39/fInVppk2bxoULF5gyZQp5eXn88Ic/5OTJk8TFxXH77bebdW1ziVhvPaO2EvzYY4+xdevWAV9zpa0ORlOmTOHUqVM9HqupqTE919/31NbW9nhMr9fT2NjY7/cI/XNxceGWW27hlltuobOzk88++4yUlBQ2b96Ms7OzqdDG5VteuqurqyM3N5fQ0NBhBxlLMY5l7ty5A54Zs7e3NyVfGzdupKGhAUVRyMvLG9aH1dUeJG1sbLjmmmsGdfastraWvLw8IiMj8fHxMfu9GxoaSExMZN68ebzzzjvY2dkRFhbGT3/6U6qqqqyyJV8QxjsR6ycWGxsbli9fzvLly/njH//IiRMnSElJ4cknn+S73/0ua9asISkpiTVr1vRbfVutVpOeno67uzvz58+36nET41g8PT2ZN29ev2NRqVSmYovLly+nsbERrVZrmogVBsd4jyNJEpGRkT0KWPbHeDxuypQpFkmADQYDjzzyCKdOneLQoUMEBAQwf/58tm7dSkdHB5WVlWZdXxi/Ri0J9vHxsciNK8CSJUv47W9/S21trWnb0/79+3FzcyMsLKzf72lubiY9PZ24uDgADhw4gCzLLFq0yCLjulo5OTmRnJxMcnIyXV1dfPHFF6SkpHDHHXdga2vLhutZKTwAADSpSURBVA0b2LRpE8uWLTPN/n744Ye4ubkRExNj9W2n1dXV5OfnEx4ePqSxGM+aAvj6+lJbW4tGo6G2tpYzZ86M1HAnFIPBwMmTJ0lISBjwxqi2tpbc3FwiIiIs8jnS1NREUlISQUFB/Oc//+m1KjF16lSz38Nc3t7e2NjYmG76jWpqasTNvDBmiVg/calUKpYuXcrSpUt58cUXycjIYNu2bTz77LM88MAD3HDDDSQlJbF+/Xrc3NwA+PrrrykpKSEqKoo5c+ZYdfdTe3s7GRkZ+Pr6DmkskiSZjt5MnTqVGTNm0NraSldXF+np6aLt0iAoikJubi4zZsww/W70xThJ4efnx+zZs83+fZFlmccee4zDhw9z8OBBAgICejzv7OzM7NmzzXoPc4lYbz1jo/rLZcrLy8nKyqK8vByDwUBWVhZZWVm0t7cDcOONNxIWFsZdd91FdnY2+/bt45e//CXf//73TWdVTp06xdy5c6moqABg3rx5rF27lvvuu49Tp05x9OhRHn74YW699VaKior63bb19ddf9zvOFStW9Hr99773vZH/HzSGOTg4kJCQwFtvvUVVVRXvvfceNjY2fOc73yE4OJiHHnqIb3/72zz00EM4OjpaPQG+ePEiBQUFREVFmTUWlUrFlClTmDFjBgsWLGDNmjUsWrSIqKioMVNkaSxSFIWWlhbT3+2+GFfpIyIiLFIlsbW1lU2bNuHn58dHH300In2oLcHe3p64uDi++OIL02OyLPPFF18M2EtREMaL0Y71/v7+HDp0SMR7C1CpVMTHx/PCCy9QWFjI8ePHiYyM5OWXXyYoKIgtW7bw85//nISEBM6ePWv1BLi1tdV0vtTcsXh6ejJjxgzmzJnDxo0bWbJkCQsXLsTR0dHscU7kI1KyLFNVVdXv82q1mrS0NHx8fCxyPM5YEX3v3r18/vnnfRbZHAtErLeeMdkiaevWrbzzzju9Hj948CArVqwAoKysjAcffJBDhw7h7OzMPffcwwsvvGDaVnno0CFWrlxJaWkpQUFBwKUznw8//DA7d+5EpVKxefNmXn31Vezt7WlsbOzxXk899RRffPEF586d6/cv4ooVKwgNDeWZZ54xPebk5DTgLNfVSq/X8+WXX/LTn/6U9PR0nJycTH2IV69ejYODw6iP6fz585SWlhIdHT2iFQKbm5upqqrCYDBw+vRptFrtVbUN2lgcZKAiIZs2berzjHVdXR05OTlDXqXvT3t7O8nJyTg5ObFz506L3LSMpA8++IB77rmHv/3tbyxcuJA//vGPfPjhhxQWFlp9AkkQzDXasd7FxQWtVivi/QhSFIXTp0/zwgsv8O9//xuA66+/nuTkZDZs2IC3t/eoJ3pNTU1kZWUxc+ZM0+/ISNBoNJSVlaHX6ykvL6e+vn7E3musUqlUKIrSb6xfvHgxISEhvR7vngBbYsJElmWeeuopPvzwQw4ePEhoaKhZ1xtpItZbx5hMgq1Np9MREBDAD37wA5566ql+X7dixQqio6P54x//OHqDG6dkWeYHP/gB27dvZ8+ePbS0tJCSksLHH39MY2Mja9euJTk5mRtuuMEiBacGoigKJSUlXLhwgdjY2FG9iVGr1ZSUlKDT6aioqKCpqWnU3ttajFXGXVxcMBgMVFVVIcuyKUhOnz6d5cuX9/q++vp6cnJyCAsLs8iWoI6ODjZv3owkSezevXvEf88s5c9//jMvvvgi1dXVREdH8+qrr4ptnYJgISLeW94HH3zAt7/9bf7xj3+wYMECtm3bxscff0xmZibXXHMNycnJJCYm4ufnN+IJcUNDA9nZ2aNee0SWZc6dO0d7ezvt7e2UlZVdFdWibWxsCAoKMk02dXZ2mibBHRwc2LBhQ6/q4sZCZZMnT2bu3Llm/04oisKzzz7L22+/zcGDB5k3b55Z1xstItaPPpEE9yElJYVbbrmFsrKyAT80V6xYQX5+PoqiMGXKFDZu3MhTTz1llb53Y93777/Pr3/9az777LMeW1JkWebrr782JcSVlZXceOONJCUlsW7dOlxdXS06DkVRKCoqoqamhtjY2H4LeYwGg8HAiRMnqK2txcnJibq6ugkbJF1dXUlKSgIurYzn5uaiVqtN/XsvL0JlvHGxVAKsVqu55ZZb0Gg07Nmzx+K/V4IgjE8i3lvWxYsXiYyM5P3332ft2rWmxxVFoaysjJSUFFJTUzl58iSLFy827QgLCAiweEJsLGIVFhZm9ToPBQUFnDlzBmdnZ+rq6oCJWxjzpptuwsnJCa1WS05ODo2Njbi4uBAVFdVr8tmYAHt5eVmkVZGiKPzud7/jr3/9KwcOHCAiIsKs6wkTm0iC+7B+/XoAdu/ePeDr/v73vzNjxgz8/f3JycnhZz/7GQsXLiQ1NXU0hjmuGM9+enh49PsaWZbJzs5m27ZtpKamcv78eVavXk1iYiIJCQm4u7ub9QGpKAoFBQU0NTURGxtr1ZsXRVEoLS2lvLyc2NhYXF1dKS0tpbKyEr1eT0VFxYQJkJIkERAQYNreeCXGBHjevHkWuXHRaDTcdtttNDU18dlnn+Hu7m72NQVBmBhEvLe85ubmAWO9oihUVFSQmppKSkoKx44dIzY21pQQBwUFmZ0MVVZWcvr0aYvVkjDH5avR9fX1nD17Fp1OR3V1NTqdbsLEe1tbW2655ZZB1UIxFhbz8PAgLCzMIgnwH//4R/7whz/wxRdfEBMTY9b1hIlvQifBTzzxBL/73e8GfM3p06eZO3eu6euLFy8yY8YMPvzwQzZv3jyk9ztw4ACrVq2iuLiY4ODgYY1ZuERRFPLz803bqAoLC1mxYoXpXJGXl9eQPjBlWSYvL4/29nZiY2OtcgbZSFEUiouLqaysJC4urs/V6NraWgoLC9FoNDQ2NqLX68dVkOy+ou3g4MDatWsHtere2NhIVlbWFVtVDZZWq+Wuu+6isrKS/fv3D6o9gyAI44+I9+OToijU1NTw8ccfk5KSwpEjRwgPDycpKYnk5ORhtci5cOECZ8+eJSoqylTV2Vqu1H6xs7OTnJwc2tvb6ejooK2tzQqjtAxJkrjuuuuYPn36FV9r7BttyQT4L3/5C88//zz79u1j4cKFZl1PuDpM6CS4rq6OhoaGAV8za9asHtVhn332Wf70pz9RUVEx5GbuHR0duLi4sHfvXtasWTOsMQu9GbcwG7dRZWdnc+2115KcnMzGjRvx9fUd8APUYDCQnZ2NVqslNjbWqtWAu2/HjouLG9S51I6ODtLT02ltbUWr1dLZ2TkKI7UcGxsb1q5de8XiY5ZOgHU6HVu3bqWkpIQvvvjC1N9ZEISJR8T78U9RFBoaGti+fTspKSl88cUXzJkzh8TERJKTkwe1Xba0tJTz588TExMz4Gr0aDC29ps/f/6gjvUY71WMhTRbW1tHYZSWtWjRoiu2HNJoNKSnp+Pm5sb8+fMtkgD/4x//4Fe/+hV79uxh6dKlZl1PuHpM6CR4qBRFITg4mJtuuomXXnppyN9/9OhRli1bRnZ2NpGRkSMwQsFY1Mp4hvjrr79m6dKlJCUlkZiYiL+/f48PVJ1OR3Z2NoqiEB0dPeQbHUuP/fTp0zQ0NBAXFzes7dh6vZ6MjAzTdunxkBBLksS0adP6LH5l1NTURGZmJnPmzOnVx2849Ho99913H7m5uRw6dMjq2+EEQRhbRLwf2xRFobm5mR07dpCammqqJ5KUlMSmTZsIDw/vseVWlmWKi4upqqoyHTGypurqavLz84e9HVtRFM6ePUthYSE6nY6urq5xsRvMxsaGW2+9td/EVqvVkpaWhqurK+Hh4RZJgN955x2eeOIJdu3axXXXXWfW9YSri2hg2s2BAwcoLS3lu9/9bq/nKioqmDt3LqdOnQLg3LlzPPvss6Snp3P+/Hl27NjB3XffzXXXXTdgQDSeden+zwsvvDDguLq6uvj+97/P5MmTcXFxYfPmzb2aal8tJEkiODiYn/70pxw7doySkhJuuukmtm/fzrx581i9ejWvvvoqZWVlVFVVsWzZMk6fPk1sbKzVE+CCggIaGxtZsGDBsM8j29rasnDhQjZt2sRNN91EfHw8Dg4O2NjYjNn+goqioFar+32+ubmZzMxMQkNDLZIAGwwGvv/975OVlcUXX3whEmBBEHoZ6XgvYr15JEnC09OTe+65h+3bt1NTU8PTTz/NuXPnWL16NVFRUfzyl78kLS0NnU7Hvffey5/+9Cfi4+OtngBXVlZSUFBAVFTUsOOPJEmEhoaSmJjI5s2bueGGG3Bzc8PGxmZMx3uDwYDBYOjzOa1WS3p6Oi4uLhZbAX7//ff52c9+xieffCISYGHIxEpwN7fffjtlZWUcPXq013Pnz59n5syZpv6FFy5c4M477yQvL4+Ojg6mT5/Opk2b+OUvfzlgy52goCC+853vcN9995kec3V1HXBb7IMPPsinn37K22+/jbu7Ow8//DAqlarPcV6tFEWhqqqqx7kiW1tbAgIC+M9//mORD9zh6n4eOS4urld7AEupqanhq6++Qq1WX7FXnyVJkoSdnR2yLKPX6/t8TVhYGLGxsb0eNybAISEhgzpHdCWyLPPII49w5MgRDh48aJFrCoIw8Yx0vBexfuR0dHSwZ88eUlJS2LVrFwaDARsbG/785z9z00039eo2MJqM55Gjo6NHrAZFZ2cnX375pUU6Sgzn+11cXGhvb+/zWu7u7mzYsKHXc8YE2NnZudcq/nAoisJHH33Eww8/zLZt23pUIheEwRJJ8CgLCgri0Ucf5dFHHx3U61taWvDx8eH999/n5ptvBqCwsJB58+Zx/PhxFi9ePIKjHZ9KS0u5/vrrmTp1Ks7Ozhw+fJh58+aZCm1YohH7YMmyTG5uLp2dncTFxY3KeWSDwYBGo+HQoUM0NjaO+PsZXXvttfj4+CDLMgcPHqSlpQUAf39/rrvuOmxtbXu8vqWlhYyMDIsmwI8//jj79u3j4MGDBAUFmX1NQRCE4RCxfuRpNBq2bNlCTk4OcXFxHDx4EEdHRxITE0lKSmLp0qW94s5IKisro6SkZNTOI8uyjKIonDp1inPnzo34+8GlRDckJISoqChUKhWnTp3i/PnzADg7O7Nq1apeE0M6nY709HQcHR2JiIgwOwEG+OSTT7j//vv573//22fSLQiDIZLgURYUFERXVxc6nY7AwEBuv/12fvSjH/X7QW2sQNnU1NTjQ3XGjBk8+uij/OhHPxqlkY8PZ86cYdWqVdx000388Y9/RJIkmpqa2L59O6mpqezfv59Zs2aZzhWFhYVZ5AO5L8YiFzqdzirbsRVFQaPRIEkS6enplJSUjOj7RUREEBYWZloVbmtrw8bGBmdn516TDsYEODg4mMDAQLPfW5ZlnnzyST755BMOHTokqrUKgmBVItaPrI6ODjZt2kRrayu7d+/Gy8sLrVbL559/TkpKCjt27EClUrFhwwY2bdrEtddeO6Ix2FiQKzY21ipt+HQ6HQaDgQsXLnDq1Cmzd4ENtEI8ZcoUli5dajrW1dHRgV6vx8XFpdcq/EgkwLt27eLee+/lX//6F5s2bTL7esLVa/SmyAQAHnnkEWJjY/Hy8uLYsWM8+eSTVFVV8fLLL/f5+urqauzt7XvNKvr5+VFdXT0KIx5fbGxs+MEPfsBPf/pTU+Ll5eXFvffey7333ktLSws7d+4kNTWVFStWEBAQQHJyMklJSURHR1ssITYYDGRlZWEwGKx2HlmSJFMrKH9/fzo7O5k7dy6dnZ18/fXXZm+hgkuJtnE7dHt7O4cPH8bT0xNfX198fX373Prd2tpKRkYGs2bNslgC/Ktf/YqUlBQOHjwoEmBBEKxOxPqRZWNjQ1xcHD//+c9NZ4Dt7e1Zv34969evR6fTcfjwYbZt28Z3v/tddDodGzZsIDk5mRUrVljsWJKxWOeFCxeseh7Zzs4OOzs7vL298fPzIyAgAC8vL44cOYJGoxny9Qa6P3BwcODYsWM4Ozvj6+uLn58fbm5uvSa7jQmwg4ODxRLgffv28e1vf5u33npLJMCC2cRKsAUMpz+h0VtvvcUDDzxAe3t7nx/K77//Pvfee2+vD7GFCxeycuXKK76v0L+2tjZ2795Namoqu3fvxtvb29SKYcGCBcP+wNbr9WRmZiJJEtHR0aO6HasvpaWllJWVERsba9qm1NnZSWtrK3q9nmPHjqHVaod9fZVKxbJlywgMDEStVlNbW0ttbS0tLS24u7ubEmJHR0daW1tJT09n5syZFtmurCgKv/3tb3nzzTc5ePAgYWFhZl9TEAShLyLWj08Gg4Evv/zS1FWivb2d9evXk5yczKpVq3B0dBzWdY0VnKuqqoiLi8PFxcXCIx8aY5eF0NBQpk2bBlw6i9vU1ARARkbGFduIXUloaCgLFy5Ep9NRX19PbW0t9fX1ODg4mGK9m5ubqZOFvb29aeu0uQ4cOMCtt97K66+/zh133DFmi4MJ44dIgi1gOP0JjfLz8wkPD6ewsJA5c+b0el5skRodnZ2d7Nu3z1Row9XVlY0bN5KcnMySJUsGXWhDp9ORkZGBnZ0dUVFRVi3QAVBSUkJ5eTlxcXH9zlBrNBpqa2uRZZmCgoIhB0lJkrC1tSU5ObnHzZ1Go6Guro7a2loaGxtxcnJCrVYzffp0QkNDzfq54NINyIsvvsif//xnDhw4INqUCIIwokSsH/8MBgMnTpwwJcT19fWsXbuWpKQk1qxZM2Dhsu4UReHMmTPU1dURGxs76O8bKY2NjWRlZQ3YZlCWZWpqatDpdFRXV1NUVDSs91q1ahVTp041fW0wGGhoaKC2tpa6ujpsbGxQFAVHR0fi4uIsch905MgRtmzZwiuvvMK9994rEmDBIkQSbGX//ve/ufvuu6mvr8fT07PX88ZiGf/5z3/YvHkzcOnc69y5c0WxjBHS1dXV41yRvb296VzRNddc0+/WZq1WS0ZGBg4ODkRGRo7YWePBOnfuHBcuXBgwAb6cwWDg4sWLdHV10djYyLlz5wZdPfL666/H39+/z+eMM9QODg6o1WocHR1Ns8aurq5DDmiKovDqq6/y4osvsn//fuLi4ob0/YIgCKNJxPqxR5Zl0tPT2bZtGx9//DEVFRXccMMNJCUlsW7dun4rfyuKwunTp2lsbCQuLm7YK8mW0tDQQHZ2NnPnzu03BvelurqalpYWNBoNeXl5g+ooIUkSc+fO7TfmarVavv76awwGA7IsA5hivZeX17Dui44fP86mTZv4/e9/zwMPPCASYMFiRBI8io4fP87JkydZuXIlrq6uHD9+nB/96EesW7eOd955B7jUn3DVqlW8++67LFy4ELjUNmH37t28/fbbuLm58YMf/ACAY8eOWe1nuVrodDoOHjzItm3b2L59O7Isk5CQwKZNm1i+fLlpxr+srIz09HRCQkIsUv7fHJefUTJni9bFixdpaGhAr9dTWFhoun5f1qxZg4+PT6/H29vbSUtLIzAwkFmzZmEwGHpso7K1tTUFSQ8PjysGOEVR+Otf/8pvf/tb9u7dy6JFi4b9842k3/72t3z66adkZWVhb29Pc3OztYckCMIoELF+/JFlmZycHFNCfO7cOVatWkVSUhIJCQmm2KTVatm+fTv+/v7ExcWZ6m5Yy3AT4Ms1Nzdz4cIFZFmmuLiYrq6uPmO9JEmEh4cTFRXV6znjUTCVSmWqsdLc3Gw6IqXX6/H29sbX1xdvb+9BrRB//fXXJCUl8eyzz/Lwww+PyQRYxPrxSyTBoygjI4OHHnqIwsJCNBoNM2fO5K677uLHP/6xaRvp5f0J4dLK5GOPPcZ//vMfNBoNa9as4bXXXmPKlCm93uP8+fM8++yzHDhwgOrqavz9/bnzzjv5xS9+MWB7nhUrVnD48OEejz3wwAO8/vrrlvsfMM7p9Xq+/PJLtm3bxieffEJnZycJCQksWrSIF154gVWrVvHaa69ZPQE+d+4cFRUVFj+j1NjYSElJSY/VYmNhLB8fH1avXt3rZ29vbyc9PZ1p06b1WbBKlmUaGxtNQdJ4LT8/Pzw9PXtdT1EU3nzzTZ566il2797NNddcY7Gfz9J+9atf4eHhwcWLF3nzzTdFYBSEq4SI9eObcaV327ZtpKamUlBQwIoVK1i/fj0pKSnU1NRw7NgxU3Vka6mvrycnJ4d58+b12J5sLo1GQ2FhIV1dXTQ3N1NXVwdgKoKZkJDQa/u3wWAgIyPDlABfnuAqikJbWxu1tbXU1NTQ1dXF5MmT8fX1xcfHp88ddpmZmWzYsIFf/vKX/PjHPx6TCTCIWD+eiSR4gtm7dy8ffPABt912GyEhIeTl5XHfffdx11138dJLL/X7fStWrCA0NJRnnnnG9JiTk1O/24GudgaDgWPHjvHPf/6Td999F0mS2LRpE8nJydx4441WCY6KolBcXExlZSXx8fEjekapq6uLvLw8Ojo68PDwYP78+b0KgHV0dJCWlkZAQAAhISFXvKYsyz1mjQ0GAz4+Puj1eoKDg3FxceG9997jJz/5CTt37jTdOI51b7/9No8++qgIjIIgWIyI9aPDGFf/85//8PLLL9PS0sLSpUu55ZZb2LhxI35+flZJzkYqAb6cLMsUFhZSV1eHg4MD8+fP7zW5bjAYyMzMBCAmJmZQK7zt7e2mWN/e3o6XlxeOjo44OzsTGBhIbm4u69ev57HHHuPJJ58cswlwdyLWjz+iRdIEs3btWtauXWv6etasWZw5c4a//vWvAwZGuBQI+5pxFnqzsbFhypQp7N+/nwcffJDbb7+d1NRUnn76ae6//35uuOEGkpOTWbt27ai0TOhepXKkE2C41CIhPj6+3+e7J8CDbVmkUqnw8vLCy8uLOXPm0NraSm1tLb/+9a/54osvmDVrFiUlJXzwwQfjJgEWBEEYCSLWjw5JkggICODo0aPMnTuX119/nc8//5wPPviAxx57jCVLlpCUlERiYiIBAQGjkqzV1dWRk5PD/PnzR/zPUaVSDdh1wdgOEgafAAO4uLjg4uLCrFmzTF0lPvzwQ5555hlCQkKoqKjgu9/97rhJgIXxybqVe4RR0dLSgpeX1xVf9+9//xtvb2/Cw8N58skn6ezsHIXRjU9dXV2sXr2a22+/nVdffZUlS5bw4osvUlRUxJEjR5g3bx7PP/88QUFBfOtb3+L999+nubnZ7Ab2fVEUhaKiIqqrq0clAb6Sjo4O0tPT8ff3Jzg4eFgBTJIk3N3dmT17Nh988AE/+9nPKC4uxt/fny1btrB+/XreeOMN0zYtQRCEq52I9SPjgQceQK1W89lnnxEdHc3jjz/O0aNHKS0t5eabb2bnzp3Mnz+fVatW8corr3D+/PkRifUAtbW15OTkEB4ebvWJDGMCLMtyn1ugB8vR0ZEZM2aYdnlVVlbi7e3NX/7yFxYsWMBzzz3HmTNnLDx6QRBJ8IRXXFzMn/70Jx544IEBX3f77bfzr3/9i4MHD/Lkk0/y3nvvceedd47SKMcfBwcHdu/ezQsvvNAjyVOpVMTGxvLcc89x+vRpTp06RWxsLK+++iozZ85k8+bNvPvuuzQ0NFgkSBoT4JqamjGRAHd2dpKens6UKVMICQmxyAzuzp07eemll9i2bRslJSUUFBSwcuVK3nzzTT755BPzBz0ETzzxBJIkDfiPsYCYIAjCaBGxfuQ8++yz7Nmzp8eWcUmSmD59Oj/84Q85dOgQ5eXl3H333Xz++edERUVx3XXX8dJLL3H27FmLJcS1tbXk5uYSERGBn5+fRa45XAaDgezsbGRZJiYmptdxqOE4d+4c999/P/fffz8lJSXU1NTwgx/8gJMnT/Lss89aYNSDJ2L91UGcCR4nnnjiCX73u98N+JrTp08zd+5c09cVFRUsX76cFStW8MYbbwzp/Yw9C4uLiwe9nVXon7GnYEpKCqmpqeTm5nLttdeSnJzMxo0b8fHxGVabIGOfwri4OKsX6TAmwL6+voSGhlokAf7000/ZunUr7777rqltSHfGwlyjZTh9QsU5IUEQBkvE+vFNURTq6+vZvn07KSkpHDhwgDlz5pCUlERycjJz584dVsyqqakhLy+PiIgIfH19R2DkgyfLMllZWej1emJjYy2SAJ8/f55169axceNGXn311T6LYopYL1iaSILHiaH+haysrGTFihUsXryYt99+e8gVizs6OnBxcWHv3r2sWbNm2OMWejO2MDImxOnp6SxZsoTk5GQSExOZOnXqoNoEFRYWUl9fT3x8vNX7FKrVatLS0iyaAO/fv5877riDN954g1tvvdUCo7QOERgFQRgsEesnDkVRaG5uZseOHaSkpLB//36CgoJISkpi06ZNzJ8/f1B/XtXV1eTn5xMZGdlnG8LRJMsy2dnZaLVaYmNj+6zqPFQVFRXceOON3Hjjjfz1r3+1aocNc4hYP/6IJHgCqqioYOXKlcTFxfGvf/1rWOc0jh49yrJly8jOziYyMnIERinApSBZXl5OamoqqampHD9+nIULF5KYmEhycjLTp0/vlVAa2zc0NjYSFxc3ZhJgHx8f5syZY5EE+NChQ9xyyy289tpr3HXXXeOyMEZ5eTmNjY3s2LGDF198kS+//BKAkJAQi7auEgTh6iRi/fjS2trKrl27SElJYe/evUydOtW0QhwTE9Nn8lddXU1BQQERERETMgGuqqpi7dq1XHvttfzjH/8Y9rliaxKxfvwan9MtQr8qKipYsWIFgYGBvPTSS9TV1VFdXU11dXWP18ydO5dTp04Bl85hPPvss6Snp3P+/Hl27NjB3XffzXXXXdcjKP7lL38hKCgIBwcHFi1aZPr+/nz00UfMnTsXBwcHIiIi2L1798j80OOYJEnMmDGDH/3oRxw5coSysjJuv/129u3bR0REBMuXL+fll1/m3LlzKIqCwWDgRz/6EWfPnh0TK8BdXV2kp6fj7e1tsQT4yy+/5Fvf+havvPLKuE2AAZ5++mliYmL41a9+RXt7OzExMcTExJCWlmbtoQmCMM6JWD/+uLm5cfvtt5t6DT///PNUVFSQkJBAeHg4TzzxBCdOnMBgMADw97//nf/+979jZgU4JycHjUZjsQS4pqaGDRs2sOj/t3f3QVGVexzAvwubgeVLqLwZsmglYJq16gYVQlESsi40JjJxgehak2F60bqaZSR32kyduBMVeeu6lVEoL0tybyogaQr5AtkICiO+QBK7QsAiJCLsuX807twVUJFld2G/n5mdcc95nuV3dIaf3z3nPEcmG7IBGGCvH8p4JniYUalUeP7553vdd/Wf+ty5c/Dy8kJRURECAwPx66+/Ijo62vDcVw8PD0RERODNN980LASRkZGBmJgYpKWlQSaTISUlBTt27EBVVVWv96cUFxcjICAASqUSYWFhSE9Px4YNG1BWVob7779/8P4ChglBEHDhwgWo1WpkZWXhhx9+gLe3N65cuYLm5mbk5+db/P6tjo4OHD16FE5OTvDx8TFJWP3pp58QEREBpVKJl19+ecgGYCKiwcReP3z88ccf2LNnD7KyspCXl4c77rgDkydPxqFDh/Cvf/0LCxcutGh9er0ex48fx6VLlyCVSk0SgBsbGxEaGgpfX1+kp6eb5L5iov5iCKabIpPJMHv2bKSmpgL485eih4cHli1bhtWrV/cYHxkZifb2duTl5Rm2Pfzww5g5cybS0tLMVvdwIAgCGhoaEBERYViM4p577jHcV+Tj42P2e2iungG+6667TBaAS0tLIZfL8c477+DVV19lACYiMjP2esvq6OjAmjVrkJqaCkdHRzg6OkIulyMiIgKPPvqoSQJof+j1esOXJlKp1GghqFvV3NyMsLAwSCQSZGRkmOQziW4FL4emG+rs7ERpaSmCg4MN2+zs7BAcHIySkpJe55SUlBiNB4B58+b1OZ76ptfrsXLlSjQ1NaG6uhparRarV6/GyZMnMXfuXDz00EN4++238fPPP0Ov1w96PZcvX0ZpaSnGjh1rsgD8yy+/QKFQYO3atQzAREQWwF5veenp6fjss8+wZ88e/P7779i2bRvEYjFeeOEFTJkyBUuXLsWePXvQ2dk56LUMRgDW6XRQKBRwd3fHt99+ywBMFsUQTDfU2NiI7u7uHs+lc3FxMbr/6P9pNJp+jae+HTx4EMeOHUNRURHc3NwwduxY/OUvf0FOTg60Wi2Sk5NRU1ODkJAQTJ8+HWvWrMHhw4cHJRBfDcBjxoyBr6+vScJqeXk55HI5EhMTsWrVKgZgIiILYK+3rNbWVrz77rvIy8tDUFAQbrvtNjz55JNIS0vD+fPnkZmZiTvvvBMJCQmQSCRYsmQJ8vLy0NHRYfJaBEFARUUF2traTBaAL168iIiICDg5OSErKwu33367CSolunUMwURWLiAgAGVlZXB1de2xb9SoUYiMjMT27duh1WqxefNmNDY2Ijw8HL6+vnjttddw8OBBw0IbA3H1LMHo0aMxbdo0k4TVkydPQi6XY+nSpVi7di0DMBER2aTRo0cbrvC6llgsRmBgIFJTU1FTU4P//Oc/cHZ2xuuvvw6JRIK4uDjk5OSgvb19wHVcDcAXL140WQBub2/HwoUL4ejoCLVaDQcHhwF/JtFAMQTTDY0fPx729vbQarVG27Vaba/BDABcXV37NZ6u72buAxo5ciSeeeYZfP3119BoNPjoo4/Q3t6OyMhI3HfffVixYgX27duHrq6ufv/8zs5OHD16FKNGjTJZAD516hTCwsIQFxeHpKQkBmAiIgtir7e8m+n19vb2eOSRR/DBBx/gzJkzKCgogEQiQVJSEiQSCZ577jls374dFy9e7PfPvxqAW1tbIZVKTXK29tKlS1i0aBEAYOfOnRg5cuSAP5PIFBiC6YZGjBgBqVSKwsJCwza9Xo/CwkL4+fn1OsfPz89oPADk5+f3OZ5My8HBAXK5HCqVChqNBiqVCoIgIDY2FlOmTMErr7yC/Pz8m7qv6OoZ4DvvvNNkAfjMmTMICwvD4sWLoVQqzb6wFxERGWOvH3rs7OwwZ84cvP/++6iqqsKBAwfg6+uL999/HxKJBIsWLcLXX3+NlpYW3GgdXEEQcOLECeh0OpMF4I6ODkRFRaGjowN5eXl8bi5ZFa4OTTclIyMDsbGx+PTTTzFnzhykpKRg+/btqKyshIuLC2JiYjBx4kQolUoAfz42Ye7cuXjvvfcwf/58fPvtt3j33Xf52AQL6+rqwv79+5GZmQm1Wo1Lly4hLCwMCoUCjz/+eI9LlK4G4JEjR2L69OkmCatX718OCwvDhx9+yABMRGQl2OuHh6uBNjMzE9nZ2Th58iSCgoIQHh6O+fPnY9y4cUZfaAuCgJMnT6KpqQmzZs0yyeXKly9fRnR0NLRaLfLz83HXXXcN+DOJTIn/+6SbEhkZiU2bNmHdunWYOXMmjh07hl27dhkWxKitrUV9fb1hvL+/P9LT07FlyxY88MADhtB1vaaoVCoxe/ZsjBo1Cs7OzggPD0dVVdV161KpVBCJREYv3mvSN7FYjMcffxwff/wxfv31V+Tm5sLJyQmJiYnw8vJCfHw8cnNz8ccff+DChQt46qmn0NTUZLIAXFdXh/nz52PevHkMwEREVsYcvR5gvx9sIpEI06ZNw9tvv41jx46hvLwcc+fOxeeff44pU6ZALpfjs88+g1arRVdXF2JjY5GdnW2yAHzlyhXExcWhrq4Ou3fvZgAmq8QzwWQ1QkJCsHjxYsyePRtdXV144403UF5ejhMnTuCOO+7odY5KpcLy5cuNmqdIJOqxWiVdn16vx+HDh5GZmYmcnBxoNBrY29tj4sSJ2L17N8aPHz/gn6HRaBASEgJ/f398/vnnsLe3N0HlREQ01LDfW4YgCDh79iyysrKQnZ2NI0eOYNy4cejo6EBWVhb8/PwGfMtTV1cX4uPjUVlZiaKiIkyYMMFE1ROZFkMwWa2GhgY4Oztj3759CAgI6HWMSqXCihUr0NLSYt7ihrGmpiY89thjuHz5Muzs7HD+/Hk88cQTCA8PR2hoKEaPHt3vJnnhwgWEhoZi5syZ+PLLLyEWiwepeiIiGmrY781Pr9cjPj4eO3fuhJeXF3755RfMmjULCxYsQHh4OCZNmtTvXt/d3Y2XXnoJP//8M4qKirhAGlk1XotIVkun0wEAnJycrjuura0Nnp6e8PDwgEKhQEVFhTnKG5ZaW1sRGhoKLy8vVFRUoKqqCocOHcKDDz6IlJQUSCQSLFy4EF9++SWamppuuNAGAPz+++9YsGABfH198cUXXzAAExGREfZ78xIEAYmJiSgqKkJpaSmOHDmCmpoaREdHo6CgADNmzEBAQAA2b96M6urqm+r13d3dWLZsGY4cOYKCggIGYLJ6PBNMVkmv12PBggVoaWnBgQMH+hxXUlKCU6dOYcaMGdDpdNi0aRP279+PiooK3H333WaseHg4fPgwNm7ciK+++qrHfUGCIKCystJwyXR5eTkCAgKgUCggl8sxYcKEHt8aNzc3Qy6Xw8PDAzt27DDJ8waJiGj4YL83P51Oh8jISHz88ceYPHmy0T5BENDY2IicnBxkZ2dj79698Pb2Rnh4OBQKBby9vXv0er1ej7/97W8oLCxEUVERPD09zXk4RLeEIZis0ssvv4zvv/8eBw4c6Fdzu3LlCnx8fBAVFYXk5ORBrNC2CYKA06dPG+4rKisrg7+/PxQKBRYsWAA3Nze0trZCoVBg3LhxUKvVJnncAhERDS/s99ZLEAQ0Nzfju+++Q1ZWFvLz8zF58mQoFAqEh4dj2rRpAIC///3v2LlzJ3744YceoZrIWjEEk9VJSEhAbm4u9u/fDy8vr37Pf/bZZyEWi/HNN98MQnV0LUEQUFtbawjEhw4dglQqhVarxeTJk5GXlwdHR0dLl9nDuXPnkJycjL1790Kj0cDd3R3R0dFYu3Ytz1gTEZkB+/3QotPpkJeXh6ysLOzevRtubm5wcnJCbW0tfvzxR9x7772WLrEH9nrqC+8JJqshCAISEhKQk5ODvXv33lJD7O7uxvHjx+Hm5jYIFVJvRCIRPD09kZiYiB9//BHnzp1DSEgI7Ozs8N1331llAAaAyspK6PV6fPrpp6ioqMAHH3yAtLQ0vPHGG5YujYhoWGO/H5rGjBmD5557DtnZ2dBqtVi/fj0uXLiA9PR0qwzAAHs99Y1ngslqLF26FOnp6cjNzcXUqVMN28eMGWMIUjExMZg4cSKUSiUAYP369Xj44Ydxzz33oKWlBRs3boRarUZpaSl8fX0tchw0dG3cuBGffPIJzpw5Y+lSiIiGLfZ7siT2egJ4JpisyCeffAKdTofAwEC4ubkZXhkZGYYxtbW1qK+vN7xvbm7GkiVL4OPjg9DQULS2tqK4uPiGDTEpKQkikcjo5e3tfd05O3bsgLe3NxwcHDB9+nT897//HdgBk9XR6XQ3XJ2UiIgGxlz9nr2eesNeTwDPBJONSkpKQmZmJgoKCgzbxGIxxo8f3+v44uJiBAQEQKlUIiwsDOnp6diwYQPKyspw//33m6tsGkTV1dWQSqXYtGkTlixZYulyiIhogNjr6Vrs9XQVzwSTzRKLxXB1dTW8+mqKAPDPf/4TISEheO211+Dj44Pk5GQ89NBDSE1NNWPFdDNWr17d45v/a1+VlZVGc+rq6hASEoJnn32WTZGIaBhhrx+e2OtpoMSWLoDIUk6dOgV3d3c4ODjAz88PSqUSkyZN6nVsSUkJEhMTjbbNmzcParXaDJVSf6xcuRJxcXHXHfP/j3D47bffEBQUBH9/f2zZsmWQqyMiInNirx+e2OtpoBiCySbJZDKoVCpMnToV9fX1eOedd/DYY4+hvLwco0aN6jFeo9HAxcXFaJuLiws0Go25SqabNGHCBEyYMOGmxtbV1SEoKAhSqRRbt26FnR0vjiEiGi7Y64cv9noaKIZgsklPP/204c8zZsyATCaDp6cntm/fjhdeeMGClZG51NXVITAwEJ6enti0aRMaGhoM+1xdXS1YGRERmQJ7PbHXU18YgokAjB07Fvfddx+qq6t73e/q6gqtVmu0TavV8hfoEJafn4/q6mpUV1fj7rvvNtrH9QKJiIYf9nrbw15PfeH1AEQA2tracPr0abi5ufW638/PD4WFhUbb8vPz4efnZ47yaBDExcVBEIReX0RENPyw19se9nrqC0Mw2aRVq1Zh3759OHfuHIqLixEREQF7e3tERUUBAGJiYrBmzRrD+OXLl2PXrl3YvHkzKisrkZSUhKNHjyIhIcFSh0BERETXwV5PRH1hCCabdP78eURFRWHq1KlYtGgRxo0bh59++smwyEJtbS3q6+sN4/39/ZGeno4tW7bggQceQGZmJtRq9Q2fGyiRSHpdtv+VV17pdbxKpeox1sHBwXQHTkREZCPM1esB9nuioUYk8HoAokHT0NCA7u5uw/vy8nI8+eSTKCoqQmBgYI/xKpUKy5cvR1VVlWGbSCTqsVolERERWQ/2e6KhhQtjEQ2ia5fvf++99zBlyhTMnTu3zzkikYiLcBAREQ0h7PdEQwsvhyYyk87OTmzbtg3x8fEQiUR9jmtra4Onpyc8PDygUChQUVFhxiqJiIhoINjviawfQzCRmajVarS0tCAuLq7PMVOnTsW///1v5ObmYtu2bdDr9fD398f58+fNVygRERHdMvZ7IuvHe4KJzGTevHkYMWIEdu7cedNzrly5Ah8fH0RFRSE5OXkQqyMiIiJTYL8nsn68J5jIDGpqalBQUIDs7Ox+zbvtttvw4IMPorq6epAqIyIiIlNhvycaGng5NJEZbN26Fc7Ozpg/f36/5nV3d+P48eNwc3MbpMqIiIjIVNjviYYGhmCiQabX67F161bExsZCLDa++CImJgZr1qwxvF+/fj327NmDM2fOoKysDNHR0aipqcFf//pXc5dNRERE/cB+TzR0MAQTDbKCggLU1tYiPj6+x77a2lrU19cb3jc3N2PJkiXw8fFBaGgoWltbUVxcDF9f3x5z9+/fD7lcDnd3d4hEIqjVaqP9giBg3bp1cHNzg6OjI4KDg3Hq1Kkb1vvRRx9BIpHAwcEBMpkMhw8f7v9BExER2Rj2e6KhgwtjEQ1R33//PQ4ePAipVIpnnnkGOTk5CA8PN+zfsGEDlEolvvjiC3h5eeGtt97C8ePHceLECTg4OPT6mRkZGYiJiUFaWhpkMhlSUlKwY8cOVFVVwdnZ2UxHRkRERFex3xOZHkMw0TAgEomMmqIgCHB3d8fKlSuxatUqAIBOp4OLiwtUKhUWL17c6+fIZDLMnj0bqampAP68tMvDwwPLli3D6tWrzXIsRERE1Dv2eyLT4OXQRMPQ2bNnodFoEBwcbNg2ZswYyGQylJSU9Dqns7MTpaWlRnPs7OwQHBzc5xwiIiKyHPZ7olvDEEw0DGk0GgCAi4uL0XYXFxfDvms1Njaiu7u7X3OIiIjIctjviW4NQzARERERERHZDIZgomHI1dUVAKDVao22a7Vaw75rjR8/Hvb29v2aQ0RERJbDfk90axiCiYYhLy8vuLq6orCw0LCttbUVhw4dgp+fX69zRowYAalUajRHr9ejsLCwzzlERERkOez3RLdGfOMhRGSN2traUF1dbXh/9uxZHDt2DE5OTpg0aRJWrFiBf/zjH7j33nsNj0xwd3c3eqzCE088gYiICCQkJAAAEhMTERsbi1mzZmHOnDlISUlBe3s7nn/+eXMfHhEREYH9nmgwMAQTDVFHjx5FUFCQ4X1iYiIAIDY2FiqVCq+//jra29vx4osvoqWlBY8++ih27dpl9MzA06dPo7Gx0fA+MjISDQ0NWLduHTQaDWbOnIldu3b1WDyDiIiIzIP9nsj0+JxgIiIiIiIishm8J5iIiIiIiIhsBkMwERERERER2QyGYCIiIiIiIrIZDMFERERERERkMxiCiYiIiIiIyGYwBBMREREREZHNYAgmIiIiIiIim8EQTERERERERDaDIZiIiIiIiIhsBkMwERERERER2QyGYCIiIiIiIrIZ/wM/3PEaXUVxKAAAAABJRU5ErkJggg==", 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" ] @@ -574,7 +566,7 @@ "# Lets setup the boundary conditions\n", "\n", "\n", - "def get_boundary_masks(mesh: dict, Lx: float, Lz: float):\n", + "def get_boundary_masks(mesh: dict, Lx: float, Ly: float, Lz: float):\n", " \"\"\"Get boundary condition masks for the adaptive mesh.\n", "\n", " Args:\n", @@ -588,28 +580,41 @@ " \"\"\"\n", " pts = mesh[\"points\"]\n", "\n", - " dirichlet_mask = pts[:, 0] <= -Lx / 2 + Lx / 20\n", + " dirichlet_mask = pts[:, 0] <= -Lx / 2\n", + " # von Neumann condition (select nodes at x=Lx with constraints on y and z)\n", + " x_lim = Lx/2\n", + " y_min = -0.1 * Ly\n", + " y_max = 0.1 * Ly\n", + " z_min = -0.1 * Lz\n", + " z_max = 0.1 * Lz\n", " van_neumann_mask = jnp.logical_and(\n", - " jnp.isclose(pts[:, 0], Lx / 2, atol=Lz / 3),\n", - " jnp.isclose(pts[:, 2], -Lz / 2, atol=Lz / 3),\n", + " hex_mesh[\"points\"][:, 0] >= x_lim,\n", + " jnp.logical_and(\n", + " jnp.logical_and(\n", + " hex_mesh[\"points\"][:, 1] >= y_min, hex_mesh[\"points\"][:, 1] <= y_max\n", + " ),\n", + " jnp.logical_and(\n", + " hex_mesh[\"points\"][:, 2] >= z_min, hex_mesh[\"points\"][:, 2] <= z_max\n", + " ),\n", + " ),\n", " )\n", "\n", + "\n", " return dirichlet_mask, van_neumann_mask\n", "\n", "\n", - "dirichlet_mask, van_neumann_mask = get_boundary_masks(adaptive_mesh, Lx, Lz)\n", + "dirichlet_mask, van_neumann_mask = get_boundary_masks(hex_mesh, Lx, Ly, Lz)\n", "\n", "fig, axs = plt.subplots(1, 2, subplot_kw={\"projection\": \"3d\"}, figsize=(12, 6))\n", "# set the colormap to Set1\n", "plt.suptitle(\"Boundary Conditions\")\n", "# remove the axis ticks\n", - "pts = adaptive_mesh[\"points\"][: adaptive_mesh[\"n_points\"]]\n", - "\n", + "pts = hex_mesh[\"points\"]\n", "axs[0].scatter(\n", " pts[:, 0],\n", " pts[:, 1],\n", " pts[:, 2],\n", - " c=jnp.where(dirichlet_mask[: adaptive_mesh[\"n_points\"]], 0.1, 0.2),\n", + " c=jnp.where(dirichlet_mask, 0.1, 0.2),\n", " s=10,\n", " alpha=1.0,\n", " cmap=\"Set1\",\n", @@ -620,7 +625,7 @@ " pts[:, 0],\n", " pts[:, 1],\n", " pts[:, 2],\n", - " c=jnp.where(van_neumann_mask[: adaptive_mesh[\"n_points\"]], 0.1, 0.2),\n", + " c=jnp.where(van_neumann_mask, 0.1, 0.2),\n", " s=10,\n", " alpha=1.0,\n", " cmap=\"Set1\",\n", @@ -633,138 +638,246 @@ ] }, { - "cell_type": "code", - "execution_count": null, - "id": "b4aea57f", + "cell_type": "markdown", + "id": "49020a60-3554-47c7-9619-9271cf2a0205", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " __ ___ ___ ___ _______ _______ .___ ___. \n", - " | | / \\ \\ \\ / / | ____|| ____|| \\/ | \n", - " | | / ^ \\ \\ V / ______ | |__ | |__ | \\ / | \n", - ".--. | | / /_\\ \\ > < |______| | __| | __| | |\\/| | \n", - "| `--' | / _____ \\ / . \\ | | | |____ | | | | \n", - " \\______/ /__/ \\__\\ /__/ \\__\\ |__| |_______||__| |__| \n", - " \n", - "\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[11-24 10:52:13][INFO] jax_fem: pyamgx not installed. AMGX solver disabled.\n" - ] - } - ], "source": [ - "# fem_tess = Tesseract.from_image(\"structure-jax-fem\")\n", - "# fem_tess.serve()\n", - "\n", - "fem_tess = Tesseract.from_tesseract_api(\"pymapdl_tess/tesseract_api.py\")" + "## Finite Element Analysis" ] }, { "cell_type": "code", - "execution_count": 24, - "id": "28ba72f2", + "execution_count": 15, + "id": "f13a55ca-8d4e-4633-8ed7-65d05401f0c2", "metadata": {}, + "outputs": [], + "source": [ + "# load the Finite Element Method Tesseract\n", + "fem_tess = Tesseract.from_tesseract_api(\"pymapdl_tess/tesseract_api.py\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "b4aea57f", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "[11-24 10:52:17][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-24 10:52:17][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-24 10:52:17][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-24 10:52:19][DEBUG] jax_fem: Done pre-computations, took 2.145916700363159 [s]\n", - "[11-24 10:52:19][INFO] jax_fem: Solving a problem with 8736 cells, 10615x3 = 31845 dofs.\n", - "[11-24 10:52:19][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-24 10:52:21][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-24 10:52:21][DEBUG] jax_fem: Start timing\n", - "[11-24 10:52:21][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-24 10:52:21][DEBUG] jax_fem: Function split_and_compute_cell took 0.5249 seconds\n", - "[11-24 10:52:22][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-24 10:52:23][DEBUG] jax_fem: Before, l_2 res = 46.391230253853514, relative l_2 res = 1.0\n", - "[11-24 10:52:23][DEBUG] jax_fem: Solving linear system...\n", - "[11-24 10:52:23][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-24 10:52:51][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 8.698508775957609e-10\n", - "[11-24 10:52:51][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-24 10:52:51][DEBUG] jax_fem: Function split_and_compute_cell took 0.0732 seconds\n", - "[11-24 10:52:51][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-24 10:52:51][DEBUG] jax_fem: l_2 res = 8.661347366815783e-10, relative l_2 res = 1.8670225642693153e-11\n", - "[11-24 10:52:52][INFO] jax_fem: Solve took 30.96706795692444 [s]\n", - "[11-24 10:52:52][INFO] jax_fem: max of dofs = 0.6656566118161095\n", - "[11-24 10:52:52][INFO] jax_fem: min of dofs = -2.9384207241382314\n" + "2025-11-24 18:33:18,523 - tesseract_api - INFO - Starting solve...\n", + "2025-11-24 18:33:18,525 - tesseract_api - INFO - Starting SIMP elasticity analysis...\n", + "2025-11-24 18:33:18,526 - tesseract_api - INFO - Starting _create_mesh...\n", + "2025-11-24 18:33:18,605 - tesseract_api - INFO - Starting _define_element...\n", + "2025-11-24 18:33:18,681 - tesseract_api - INFO - Completed _define_element in 0.0761 seconds\n", + "2025-11-24 18:33:18,683 - tesseract_api - INFO - Creating 36465 nodes...\n", + "2025-11-24 18:33:22,788 - tesseract_api - INFO - Creating 32768 hexahedral elements...\n", + "2025-11-24 18:33:26,536 - tesseract_api - INFO - Mesh created: 36465 nodes, 32768 elements\n", + "2025-11-24 18:33:26,538 - tesseract_api - INFO - Verified: Node and element numbering is sequential (1, 2, 3, ...)\n", + "2025-11-24 18:33:26,540 - tesseract_api - INFO - Completed _create_mesh in 8.0139 seconds\n", + "2025-11-24 18:33:26,540 - tesseract_api - INFO - Starting _define_simp_materials...\n", + "2025-11-24 18:33:31,766 - tesseract_api - INFO - Completed _define_simp_materials in 5.2254 seconds\n", + "2025-11-24 18:33:31,768 - tesseract_api - INFO - Starting _assign_materials_to_elements...\n", + "2025-11-24 18:33:39,928 - tesseract_api - INFO - Completed _assign_materials_to_elements in 8.1607 seconds\n", + "2025-11-24 18:33:39,929 - tesseract_api - INFO - Starting _apply_boundary_conditions...\n", + "2025-11-24 18:33:39,930 - tesseract_api - INFO - Applying Dirichlet BCs to 561 nodes\n", + "2025-11-24 18:33:39,931 - tesseract_api - INFO - Applying von Neumann BCs to 21 nodes\n", + "2025-11-24 18:33:39,932 - tesseract_api - DEBUG - Executing 582 boundary condition commands\n", + "2025-11-24 18:33:40,782 - tesseract_api - INFO - Completed _apply_boundary_conditions in 0.8533 seconds\n", + "2025-11-24 18:33:40,784 - tesseract_api - INFO - Starting _run_analysis...\n", + "2025-11-24 18:33:46,399 - tesseract_api - DEBUG - Analysis output: ***** MAPDL SOLVE COMMAND *****\n", + "\n", + " *** NOTE *** CP = 0.000 TIME= 00:00:00\n", + " There is no title defined for this analysis. \n", + "\n", + " *** SELECTION OF ELEMENT TECHNOLOGIES FOR APPLICABLE ELEMENTS ***\n", + " ---GIVE SUGGESTIONS ONLY---\n", + "\n", + " ELEMENT TYPE 1 IS SOLID185. IT IS ASSOCIATED WITH LINEAR MATERIALS ONLY\n", + " AND POISSON'S RATIO IS NOT GREATER THAN 0.49. KEYOPT(2)=3 IS SUGGESTED.\n", + "\n", + "\n", + " *****MAPDL VERIFICATION RUN ONLY*****\n", + " DO NOT USE RESULTS FOR PRODUCTION\n", + "\n", + " S O L U T I O N O P T I O N S\n", + "\n", + " PROBLEM DIMENSIONALITY. . . . . . . . . . . . .3-D \n", + " DEGREES OF FREEDOM. . . . . . UX UY UZ \n", + " ANALYSIS TYPE . . . . . . . . . . . . . . . . .STATIC (STEADY-STATE)\n", + " GLOBALLY ASSEMBLED MATRIX . . . . . . . . . . .SYMMETRIC \n", + "\n", + " *** NOTE *** CP = 0.000 TIME= 00:00:00\n", + " Present time 0 is less than or equal to the previous time. Time will \n", + " default to 1. \n", + "\n", + " \n", + " \n", + " D I S T R I B U T E D D O M A I N D E C O M P O S E R\n", + " \n", + " ...Number of elements: 32768\n", + " ...Number of nodes: 36465\n", + " ...Decompose to 0 CPU domains\n", + " ...Element load balance ratio = 0.000\n", + "\n", + "\n", + " L O A D S T E P O P T I O N S\n", + "\n", + " LOAD STEP NUMBER. . . . . . . . . . . . . . . . 1\n", + " TIME AT END OF THE LOAD STEP. . . . . . . . . . 1.0000 \n", + " NUMBER OF SUBSTEPS. . . . . . . . . . . . . . . 1\n", + " STEP CHANGE BOUNDARY CONDITIONS . . . . . . . . NO\n", + " PRINT OUTPUT CONTROLS . . . . . . . . . . . . .NO PRINTOUT\n", + " DATABASE OUTPUT CONTROLS. . . . . . . . . . . .ALL DATA WRITTEN\n", + " FOR THE LAST SUBSTEP\n", + "\n", + "\n", + "\n", + "\n", + " *********** PRECISE MASS SUMMARY ***********\n", + "\n", + " TOTAL RIGID BODY MASS MATRIX ABOUT ORIGIN\n", + " Translational mass | Coupled translational/rotational mass\n", + " 217.25 0.0000 0.0000 | 0.0000 33.640 -28.533 \n", + " 0.0000 217.25 0.0000 | -33.640 0.0000 4.6630 \n", + " 0.0000 0.0000 217.25 | 28.533 -4.6630 0.0000 \n", + " ------------------------------------------ | ------------------------------------------\n", + " | Rotational mass (inertia)\n", + " | 760.57 -0.72860 -0.72860 \n", + " | -0.72860 7708.4 -4.4283 \n", + " | -0.72860 -4.4283 7421.2 \n", + "\n", + " TOTAL MASS = 217.25 \n", + " The mass principal axes coincide with the global Cartesian axes\n", + "\n", + " CENTER OF MASS (X,Y,Z)= 0.21464E-01 0.13134 0.15485 \n", + "\n", + " TOTAL INERTIA ABOUT CENTER OF MASS\n", + " 751.62 -0.11616 -0.65477E-02\n", + " -0.11616 7703.1 -0.10100E-01\n", + " -0.65477E-02 -0.10100E-01 7417.4 \n", + " The inertia principal axes coincide with the global Cartesian axes\n", + "\n", + "\n", + " *** MASS SUMMARY BY ELEMENT TYPE ***\n", + "\n", + " TYPE MASS\n", + " 1 217.248 \n", + "\n", + " Range of element maximum matrix coefficients in global coordinates\n", + " Maximum = 4.538607531E-02 at element 0. \n", + " Minimum = 6.081478067E-08 at element 0. \n", + "\n", + " *** ELEMENT MATRIX FORMULATION TIMES\n", + " TYPE NUMBER ENAME TOTAL CP AVE CP\n", + "\n", + " 1 32768 SOLID185 0.000 0.000000\n", + " Time at end of element matrix formulation CP = 0. \n", + "\n", + " DISTRIBUTED SPARSE MATRIX DIRECT SOLVER.\n", + " Number of equations = 107712, Maximum wavefront = 0\n", + " Memory available (MB) = 0.0 , Memory required (MB) = 0.0 \n", + "\n", + " Distributed sparse solver maximum pivot= 0 at node 0 . \n", + " Distributed sparse solver minimum pivot= 0 at node 0 . \n", + " Distributed sparse solver minimum pivot in absolute value= 0 at node 0 \n", + " . \n", + "\n", + " *** ELEMENT RESULT CALCULATION TIMES\n", + " TYPE NUMBER ENAME TOTAL CP AVE CP\n", + "\n", + " 1 32768 SOLID185 0.000 0.000000\n", + "\n", + " *** NODAL LOAD CALCULATION TIMES\n", + " TYPE NUMBER ENAME TOTAL CP AVE CP\n", + "\n", + " 1 32768 SOLID185 0.000 0.000000\n", + " *** LOAD STEP 1 SUBSTEP 1 COMPLETED. CUM ITER = 1\n", + " *** TIME = 1.00000 TIME INC = 1.00000 NEW TRIANG MATRIX\n", + "2025-11-24 18:33:46,401 - tesseract_api - INFO - Completed _run_analysis in 5.6173 seconds\n", + "2025-11-24 18:33:46,403 - tesseract_api - INFO - Starting _extract_displacement_constraints...\n", + "2025-11-24 18:33:46,535 - tesseract_api - INFO - Completed _extract_displacement_constraints in 0.1325 seconds\n", + "2025-11-24 18:33:46,536 - tesseract_api - INFO - Starting _extract_nodal_displacement...\n", + "2025-11-24 18:34:03,801 - tesseract_api - INFO - Completed _extract_nodal_displacement in 17.2652 seconds\n", + "2025-11-24 18:34:03,802 - tesseract_api - INFO - Starting _extract_nodal_force...\n", + "2025-11-24 18:34:19,324 - tesseract_api - INFO - Completed _extract_nodal_force in 15.5218 seconds\n", + "2025-11-24 18:34:19,325 - tesseract_api - INFO - Starting _extract_strain_energy...\n", + "2025-11-24 18:34:19,326 - tesseract_api - DEBUG - Extracting strain energy data...\n", + "2025-11-24 18:34:21,666 - tesseract_api - DEBUG - Strain energy reordered: first 5 values = [8.508356e-05 3.974877e-05 2.643303e-05 2.450331e-05 2.445355e-05]\n", + "2025-11-24 18:34:21,667 - tesseract_api - INFO - Completed _extract_strain_energy in 2.3421 seconds\n", + "2025-11-24 18:34:21,668 - tesseract_api - INFO - Starting _calculate_compliance...\n", + "2025-11-24 18:34:21,677 - tesseract_api - INFO - Completed _calculate_compliance in 0.0094 seconds\n", + "2025-11-24 18:34:21,682 - tesseract_api - INFO - Starting _calculate_sensitivity...\n", + "2025-11-24 18:34:21,685 - tesseract_api - INFO - Completed _calculate_sensitivity in 0.0027 seconds\n", + "2025-11-24 18:34:21,687 - tesseract_api - INFO - Starting _create_pvmesh...\n", + "2025-11-24 18:34:21,688 - tesseract_api - DEBUG - Creating PyVista results grid...\n", + "2025-11-24 18:34:33,032 - tesseract_api - DEBUG - Successfully loaded mesh directly from result.grid\n", + "2025-11-24 18:34:34,850 - tesseract_api - INFO - Exported results to mesh_density.vtk\n", + "2025-11-24 18:34:34,851 - tesseract_api - INFO - Completed _create_pvmesh in 13.1641 seconds\n", + "2025-11-24 18:34:34,853 - tesseract_api - INFO - SIMP analysis complete!\n", + "2025-11-24 18:34:34,911 - tesseract_api - DEBUG - MAPDL status: Mapdl\n", + "-----\n", + "PyMAPDL Version: 0.71.1\n", + "Interface: grpc\n", + "Product: Ansys Mechanical Enterprise\n", + "MAPDL Version: 24.1\n", + "Running on: 172.26.3.14\n", + " (172.26.3.14)\n", + "2025-11-24 18:34:34,913 - tesseract_api - INFO - Completed solve in 76.3899 seconds\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Compliance: 1530.2675\n" + "Compliance: 2790.6909\n" ] } ], "source": [ - "compliance = apply_tesseract(\n", - " fem_tess,\n", - " {\n", - " \"rho\": jnp.expand_dims(mesher_out[\"mesh_cell_values\"], axis=-1),\n", - " \"hex_mesh\": adaptive_mesh,\n", - " \"dirichlet_mask\": dirichlet_mask,\n", - " \"dirichlet_values\": jnp.array([0.0]),\n", - " \"van_neumann_mask\": van_neumann_mask,\n", - " \"van_neumann_values\": jnp.array([[0.0, 0.0, 1.0]]),\n", - " },\n", - ")[\"compliance\"]\n", + "# TODO unify this framework\n", + "dirichlet_idx = np.where(dirichlet_mask)[0]\n", + "von_neumann_idx = np.where(van_neumann_mask)[0]\n", + "von_neumann_values = np.array([0, 0.0, 0.1]) + np.zeros((von_neumann_idx.shape[0], 3))\n", + "\n", + "# TODO again note the transpose on rho!\n", + "inputs = {\n", + " \"dirichlet_mask\": dirichlet_idx,\n", + " \"dirichlet_values\": np.zeros(dirichlet_idx.size),\n", + " \"van_neumann_mask\": von_neumann_idx,\n", + " \"van_neumann_values\": von_neumann_values,\n", + " \"hex_mesh\": hex_mesh,\n", + " \"host\": HOST,\n", + " \"port\": PORT,\n", + " \"rho\": rho.T.reshape((hex_mesh[\"faces\"].shape[0], 1)),\n", + " \"E0\": 1.0,\n", + " \"rho_min\": 1e-6,\n", + " \"log_level\": \"DEBUG\",\n", + " \"vtk_output\": \"mesh_density.vtk\",\n", + "}\n", + "\n", + "compliance = fem_tess.apply(inputs)[\"compliance\"]\n", "print(f\"Compliance: {compliance:.4f}\")" ] }, { - "cell_type": "code", - "execution_count": 25, - "id": "a5955e0a", + "cell_type": "markdown", + "id": "f25b3cd4-a96e-4c6e-852a-9fd4d29d0ce9", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], "source": [ - "# lets make a scatter plot of the mesh cell values as colors\n", - "fig, ax = plt.subplots(1, 1, figsize=(8, 6), subplot_kw={\"projection\": \"3d\"})\n", - "pts_coords = mesher_out[\"mesh\"][\"points\"][: mesher_out[\"mesh\"][\"n_points\"]]\n", - "hex_cells = mesher_out[\"mesh\"][\"faces\"][: mesher_out[\"mesh\"][\"n_faces\"]]\n", - "center_points = jnp.mean(pts_coords[hex_cells], axis=1)\n", - "rho_mesh = mesher_out[\"mesh_cell_values\"][: mesher_out[\"mesh\"][\"n_faces\"]]\n", - "scat = ax.scatter(\n", - " center_points[:, 0],\n", - " center_points[:, 1],\n", - " center_points[:, 2],\n", - " c=rho_mesh,\n", - " s=20,\n", - " # alpha=rho+0.3,\n", - " alpha=0.5,\n", - " cmap=\"viridis\",\n", - ")\n", - "# colorbar\n", - "cbar = plt.colorbar(scat, ax=ax, pad=0.1)" + "## Optimization Setup" ] }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 17, "id": "6c1dae2f", "metadata": {}, "outputs": [], @@ -795,20 +908,6 @@ " return (g, None)\n", "\n", "\n", - "identity_and_store_grads.defvjp(identity_fwd, identity_bwd)" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "id": "0ddca0dd", - "metadata": {}, - "outputs": [], - "source": [ - "max_points = 15000\n", - "max_cells = 15000\n", - "\n", - "\n", "def loss(\n", " params: jnp.ndarray,\n", " iteration: int = 0,\n", @@ -838,29 +937,8 @@ "\n", " rho_grid = identity_and_store_grads(rho_grid, iteration + 2000)\n", "\n", - " sizing = sizing_field(\n", - " sdf, min_size=sizing_min, max_size=sizing_max, scale=sizing_scale\n", - " )\n", - " sizing = jax.lax.stop_gradient(sizing)\n", - "\n", - " mesher_out = apply_tesseract(\n", - " mesher,\n", - " {\n", - " \"domain_size\": [Lx, Ly, Lz],\n", - " \"sizing_field\": sizing, # jnp.ones_like(sdf) * (Lx / 10),\n", - " \"field_values\": rho_grid,\n", - " \"max_subdivision_levels\": 2,\n", - " \"max_points\": max_points,\n", - " \"max_cells\": max_cells,\n", - " },\n", - " )\n", - "\n", - " rho_cell = jnp.expand_dims(mesher_out[\"mesh_cell_values\"], axis=-1)\n", - " rho_cell = identity_and_store_grads(rho_cell, iteration + 3000)\n", - "\n", - " mesh = stop_grads_int(mesher_out[\"mesh\"])\n", - "\n", - " dirichlet_mask, van_neumann_mask = get_boundary_masks(mesh, Lx, Lz)\n", + " # calculate BCs\n", + " dirichlet_mask, van_neumann_mask = get_boundary_masks(hex_mesh, Lx, Ly, Lz)\n", "\n", " van_neumann_mask = jax.lax.stop_gradient(van_neumann_mask)\n", " dirichlet_mask = jax.lax.stop_gradient(dirichlet_mask)\n", @@ -869,46 +947,40 @@ "\n", " # Instead of passing all inputs and trying to stop_gradient on them,\n", " # we need to wrap the tesseract call to only allow gradients w.r.t. rho\n", + " # TODO unify this framework\n", + " dirichlet_idx = np.where(dirichlet_mask)[0]\n", + " von_neumann_idx = np.where(van_neumann_mask)[0]\n", + " von_neumann_values = np.array([0, 0.0, 0.1]) + np.zeros((von_neumann_idx.shape[0], 3))\n", + " \n", + " # TODO again note the transpose on rho!\n", + " rho_for_fea = rho_grid.T.reshape((hex_mesh[\"faces\"].shape[0], 1))\n", + "\n", " c = apply_tesseract(\n", " fem_tess,\n", " {\n", - " \"rho\": rho_cell,\n", - " \"hex_mesh\": mesh,\n", - " \"dirichlet_mask\": dirichlet_mask,\n", - " \"dirichlet_values\": dirichlet_values,\n", - " \"van_neumann_mask\": van_neumann_mask,\n", - " \"van_neumann_values\": van_neumann_values,\n", + " \"dirichlet_mask\": dirichlet_idx,\n", + " \"dirichlet_values\": np.zeros(dirichlet_idx.size),\n", + " \"van_neumann_mask\": von_neumann_idx,\n", + " \"van_neumann_values\": von_neumann_values,\n", + " \"hex_mesh\": hex_mesh,\n", + " \"host\": HOST,\n", + " \"port\": PORT,\n", + " \"rho\": rho_for_fea,\n", + " \"E0\": 1.0,\n", + " \"rho_min\": 1e-6,\n", + " \"log_level\": \"WARNING\",\n", + " \"vtk_output\": None,\n", " },\n", " )[\"compliance\"]\n", "\n", - " surface_mesh = {\n", - " \"points\": design_out[\"mesh\"][\"points\"][: design_out[\"mesh\"][\"n_points\"]],\n", - " \"faces\": design_out[\"mesh\"][\"faces\"][: design_out[\"mesh\"][\"n_faces\"]],\n", + " return c, {\n", + " \"sdf\": sdf,\n", + " \"rho_grid\": rho_grid\n", " }\n", "\n", - " hex_mesh = {\n", - " \"points\": mesher_out[\"mesh\"][\"points\"][: mesher_out[\"mesh\"][\"n_points\"]],\n", - " \"faces\": mesher_out[\"mesh\"][\"faces\"][: mesher_out[\"mesh\"][\"n_faces\"]],\n", - " \"rho\": mesher_out[\"mesh_cell_values\"][: mesher_out[\"mesh\"][\"n_faces\"]],\n", - " }\n", "\n", - " return c, {\n", - " \"sdf\": sdf,\n", - " \"rho_grid\": rho_grid,\n", - " \"sizing\": sizing,\n", - " \"hex_mesh\": hex_mesh,\n", - " \"surface_mesh\": surface_mesh,\n", - " }" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "id": "0b2e8793", - "metadata": {}, - "outputs": [], - "source": [ - "grad_fn = jax.value_and_grad(loss, has_aux=True)" + "identity_and_store_grads.defvjp(identity_fwd, identity_bwd)\n", + "grad_fn = jax.value_and_grad(loss, has_aux=True)\n" ] }, { @@ -921,117 +993,62 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 66, "id": "cacf46cc", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/anaconda/envs/fem/lib/python3.13/site-packages/numpy/_core/getlimits.py:559: UserWarning: The value of the smallest subnormal for type is zero.\n", - " setattr(self, word, getattr(machar, word).flat[0])\n", - "/anaconda/envs/fem/lib/python3.13/site-packages/numpy/_core/getlimits.py:91: UserWarning: The value of the smallest subnormal for type is zero.\n", - " return self._float_to_str(self.smallest_subnormal)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Done building mesh\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[11-24 10:53:24][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-24 10:53:24][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-24 10:53:24][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-24 10:53:25][DEBUG] jax_fem: Done pre-computations, took 1.1174135208129883 [s]\n", - "[11-24 10:53:25][INFO] jax_fem: Solving a problem with 2464 cells, 3199x3 = 9597 dofs.\n", - "[11-24 10:53:25][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-24 10:53:27][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-24 10:53:27][DEBUG] jax_fem: Start timing\n", - "[11-24 10:53:27][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-24 10:53:28][DEBUG] jax_fem: Function split_and_compute_cell took 0.5078 seconds\n", - "[11-24 10:53:29][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-24 10:53:29][DEBUG] jax_fem: Before, l_2 res = 4.898011549211379, relative l_2 res = 1.0\n", - "[11-24 10:53:29][DEBUG] jax_fem: Solving linear system...\n", - "[11-24 10:53:29][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-24 10:53:31][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 4.252082141672592e-11\n", - "[11-24 10:53:31][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-24 10:53:31][DEBUG] jax_fem: Function split_and_compute_cell took 0.0354 seconds\n", - "[11-24 10:53:32][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-24 10:53:32][DEBUG] jax_fem: l_2 res = 4.161331848495974e-11, relative l_2 res = 8.495961691160127e-12\n", - "[11-24 10:53:32][INFO] jax_fem: Solve took 4.762654542922974 [s]\n", - "[11-24 10:53:32][INFO] jax_fem: max of dofs = 0.05487067367127928\n", - "[11-24 10:53:32][INFO] jax_fem: min of dofs = -0.24843997477681673\n", - "[11-24 10:53:32][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-24 10:53:32][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-24 10:53:32][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-24 10:53:34][DEBUG] jax_fem: Done pre-computations, took 1.2309362888336182 [s]\n", - "[11-24 10:53:34][INFO] jax_fem: Solving a problem with 2464 cells, 3199x3 = 9597 dofs.\n", - "[11-24 10:53:34][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-24 10:53:35][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-24 10:53:35][DEBUG] jax_fem: Start timing\n", - "[11-24 10:53:35][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-24 10:53:36][DEBUG] jax_fem: Function split_and_compute_cell took 0.5179 seconds\n", - "[11-24 10:53:37][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-24 10:53:37][DEBUG] jax_fem: Before, l_2 res = 4.898011549211379, relative l_2 res = 1.0\n", - "[11-24 10:53:37][DEBUG] jax_fem: Solving linear system...\n", - "[11-24 10:53:37][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-24 10:53:40][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 4.252082141672592e-11\n", - "[11-24 10:53:40][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-24 10:53:40][DEBUG] jax_fem: Function split_and_compute_cell took 0.0321 seconds\n", - "[11-24 10:53:40][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-24 10:53:40][DEBUG] jax_fem: l_2 res = 4.161331848495974e-11, relative l_2 res = 8.495961691160127e-12\n", - "[11-24 10:53:40][INFO] jax_fem: Solve took 4.624223232269287 [s]\n", - "[11-24 10:53:40][INFO] jax_fem: max of dofs = 0.05487067367127928\n", - "[11-24 10:53:40][INFO] jax_fem: min of dofs = -0.24843997477681673\n", - "[11-24 10:53:41][INFO] jax_fem: Running backward and solving the adjoint problem...\n", - "[11-24 10:53:41][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-24 10:53:41][DEBUG] jax_fem: Function split_and_compute_cell took 0.0331 seconds\n", - "[11-24 10:53:41][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-24 10:53:41][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-24 10:53:42][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 5.159158870567942e-09\n", - "[11-24 10:53:42][DEBUG] jax_fem: Computing cell residual...\n", - "[11-24 10:53:42][DEBUG] jax_fem: Function split_and_compute_cell took 0.3748 seconds\n" - ] + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" }, + "tags": [] + }, + "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Storing values in hash 3000\n", + "{'points': pyvista_ndarray([[-10. , -2.5 , -5. ],\n", + " [ -9.375, -2.5 , -5. ],\n", + " [ -8.75 , -2.5 , -5. ],\n", + " ...,\n", + " [ 8.75 , 2.5 , 5. ],\n", + " [ 9.375, 2.5 , 5. ],\n", + " [ 10. , 2.5 , 5. ]], shape=(5049, 3)), 'faces': array([[ 0, 1, 34, ..., 298, 331, 330],\n", + " [ 1, 2, 35, ..., 299, 332, 331],\n", + " [ 2, 3, 36, ..., 300, 333, 332],\n", + " ...,\n", + " [4715, 4716, 4749, ..., 5013, 5046, 5045],\n", + " [4716, 4717, 4750, ..., 5014, 5047, 5046],\n", + " [4717, 4718, 4751, ..., 5015, 5048, 5047]], shape=(4096, 8))}\n", "Storing values in hash 2000\n", "Storing values in hash 1000\n", - "Done building mesh\n", "Computing Jacobian...\n", - "loss 10.0205659866333, grads [ 3.0200386e-01 8.1742615e-02 1.4024168e+01 2.5386136e-14\n", - " 3.0935794e-02 1.3750317e+01 -2.7365602e-16 1.2554476e+00\n", - " -1.1528440e-01 -5.3379335e-02 1.9946091e+00 1.4194471e+00\n", - " 3.2361516e-01 5.8684456e-01 -1.4082903e+01 2.8443390e-14\n", - " 5.2201444e-01 -1.1913662e+01 -2.5121130e-14 1.5063825e+00\n", - " 3.4310231e+00 -1.7834875e-03 1.6656346e+00 1.7972970e+00]\n" + "loss 56.780555725097656, grads [ 5.8516460e+01 5.9979450e+01 1.8890259e+02 1.2061572e-12\n", + " 6.4647842e+01 1.8341995e+02 -3.5661639e-14 6.2553024e+01\n", + " 4.6782925e+01 -1.1716251e+00 6.0950508e+01 2.4376881e+00\n", + " 5.8517517e+01 5.9959007e+01 -1.8796349e+02 1.2351614e-12\n", + " 6.4627350e+01 -1.8296970e+02 -7.7245190e-14 6.2507774e+01\n", + " -4.7075745e+01 -8.1952703e-01 6.0680801e+01 -2.3327625e+00]\n" ] } ], "source": [ + "fem_tess = Tesseract.from_tesseract_api(\"pymapdl_tess/tesseract_api.py\")\n", + "\n", + "print(hex_mesh)\n", "(loss_value, aux), grads = grad_fn(initial_params, iteration=0)\n", "print(f\"loss {loss_value}, grads {grads}\")" ] }, { "cell_type": "code", - "execution_count": 338, + "execution_count": 67, "id": "2f1db967", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -1061,7 +1078,7 @@ "axs[1, 0] = fig.add_subplot(2, 2, 3, projection=\"3d\")\n", "\n", "\n", - "mesh = aux[\"hex_mesh\"]\n", + "mesh = hex_mesh\n", "\n", "pts_coords = mesh[\"points\"]\n", "hex_cells = mesh[\"faces\"]\n", @@ -1071,7 +1088,7 @@ " pts[:, 0],\n", " pts[:, 1],\n", " pts[:, 2],\n", - " c=mesh[\"rho\"],\n", + " c=rho.T,\n", " s=10,\n", " alpha=0.5,\n", " cmap=\"inferno\",\n", @@ -1082,7 +1099,7 @@ " pts[:, 0],\n", " pts[:, 1],\n", " pts[:, 2],\n", - " c=-grad_storage[3000][1][: mesh[\"rho\"].shape[0]],\n", + " c=-grad_storage[2000][1],\n", " s=10,\n", " alpha=0.5,\n", " cmap=\"inferno\",\n", @@ -1129,9 +1146,17 @@ "# fig.tight_layout(w_pad=3.0)" ] }, + { + "cell_type": "markdown", + "id": "d88b97da-118a-4067-b062-d100bc9dba75", + "metadata": {}, + "source": [ + "### Finite difference check" + ] + }, { "cell_type": "code", - "execution_count": 339, + "execution_count": 68, "id": "fcc1574a", "metadata": {}, "outputs": [ @@ -1139,877 +1164,640 @@ "name": "stdout", "output_type": "stream", "text": [ - "[ 5.5806231e-01 -2.1873677e+00 -1.8421693e+00 3.3389815e-14\n", - " -1.3982209e+00 -2.2100177e+00 6.7612046e-15 -1.1114326e+00\n", - " 6.5901935e-01 -7.0419866e-03 -1.3645653e+00 3.0822701e+00\n", - " 4.6622351e-01 -1.1294160e+00 -1.7552319e+00 3.2892797e-14\n", - " -1.3244025e+00 -2.1347806e+00 -2.7186454e-15 -3.4139357e+00\n", - " 4.7414169e-01 -6.3064550e-03 -3.5220008e+00 2.6121643e+00]\n" + "Storing values in hash 2000\n", + "Storing values in hash 1000\n", + "Computing Jacobian...\n", + "0\n", + "Storing values in hash 2000\n", + "Storing values in hash 1000\n", + "Computing Jacobian...\n", + "1\n", + "Storing values in hash 2002\n", + "Storing values in hash 1002\n", + "Computing Jacobian...\n", + "2\n", + "Storing values in hash 2004\n", + "Storing values in hash 1004\n", + "Computing Jacobian...\n", + "[ 58.51646 59.97945 188.90259]\n", + "[ 52.947998 4.6920776 188.29346 ]\n", + "[ 5.5684624 55.287373 0.60913086]\n", + "Relative error should be O(0.001)\n", + "[0.09516062 0.9217719 0.00322458]\n" ] } ], "source": [ - "print(grads)" + "params = initial_params.copy()\n", + "\n", + "(loss_value, aux), grads = grad_fn(params, iteration=0)\n", + "\n", + "# Finite difference check\n", + "run_central_difference = False\n", + "num_tests = 3\n", + "FD_delta = 1.0e-4\n", + "FD_grads = 0 * np.array(grads)\n", + "for i in range(num_tests):\n", + " print(i)\n", + " params_up = params.at[i].add(FD_delta)\n", + " (fupp, _), _ = grad_fn(params_up, iteration=i*2)\n", + "\n", + " if run_central_difference:\n", + " params_down = params.at[i].subtract(2.0 * FD_delta)\n", + " (fdown, _), _ = grad_fn(params_down, iteration=i*2+1)\n", + " FD_grads[i] = (fupp - fdown) / FD_delta / 2.0\n", + "\n", + " else:\n", + " FD_grads[i] = (fupp - loss_value) / FD_delta\n", + "\n", + "if num_tests > 0:\n", + " sens = np.array(grads[0:num_tests])\n", + " FD_sens = FD_grads[0:num_tests]\n", + " print(sens)\n", + " print(FD_sens)\n", + " errors = sens - FD_sens\n", + " print(errors)\n", + " rel_abs_error = np.abs(errors / sens)\n", + " if run_central_difference:\n", + " print(f\"Relative error should be near O({FD_delta})\")\n", + " else:\n", + " print(f\"Relative error should be O({FD_delta * 10})\")\n", + " print(rel_abs_error)" ] }, { - "cell_type": "code", - "execution_count": 378, - "id": "39e30381", + "cell_type": "markdown", + "id": "0b7cf24f-4e9a-4c14-aa36-5f189c8d5155", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Done building mesh\n" - ] + "source": [ + "## Design Optimization using MMA" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "849a7559-90fc-4531-a0ed-54bf4a1c7817", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[11-21 16:31:13][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-21 16:31:13][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-21 16:31:13][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-21 16:31:14][DEBUG] jax_fem: Done pre-computations, took 1.1059064865112305 [s]\n", - "[11-21 16:31:14][INFO] jax_fem: Solving a problem with 2471 cells, 3230x3 = 9690 dofs.\n", - "[11-21 16:31:14][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-21 16:31:15][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-21 16:31:15][DEBUG] jax_fem: Start timing\n", - "[11-21 16:31:15][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:31:16][DEBUG] jax_fem: Function split_and_compute_cell took 0.4891 seconds\n", - "[11-21 16:31:17][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:31:17][DEBUG] jax_fem: Before, l_2 res = 4.898011549211379, relative l_2 res = 1.0\n", - "[11-21 16:31:17][DEBUG] jax_fem: Solving linear system...\n", - "[11-21 16:31:18][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:31:19][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 1.871239698003063e-11\n", - "[11-21 16:31:19][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:31:19][DEBUG] jax_fem: Function split_and_compute_cell took 0.0334 seconds\n", - "[11-21 16:31:19][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:31:19][DEBUG] jax_fem: l_2 res = 1.841438418087693e-11, relative l_2 res = 3.759563242320611e-12\n", - "[11-21 16:31:19][INFO] jax_fem: Solve took 3.9777843952178955 [s]\n", - "[11-21 16:31:19][INFO] jax_fem: max of dofs = 0.04475303722558657\n", - "[11-21 16:31:19][INFO] jax_fem: min of dofs = -0.20272399430143787\n", - "[11-21 16:31:20][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-21 16:31:20][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-21 16:31:20][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-21 16:31:21][DEBUG] jax_fem: Done pre-computations, took 1.3362302780151367 [s]\n", - "[11-21 16:31:21][INFO] jax_fem: Solving a problem with 2471 cells, 3230x3 = 9690 dofs.\n", - "[11-21 16:31:21][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-21 16:31:23][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-21 16:31:23][DEBUG] jax_fem: Start timing\n", - "[11-21 16:31:23][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:31:24][DEBUG] jax_fem: Function split_and_compute_cell took 0.4951 seconds\n", - "[11-21 16:31:25][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:31:25][DEBUG] jax_fem: Before, l_2 res = 4.898011549211379, relative l_2 res = 1.0\n", - "[11-21 16:31:25][DEBUG] jax_fem: Solving linear system...\n", - "[11-21 16:31:26][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:31:27][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 1.871239698003063e-11\n", - "[11-21 16:31:27][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:31:27][DEBUG] jax_fem: Function split_and_compute_cell took 0.0275 seconds\n", - "[11-21 16:31:27][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:31:27][DEBUG] jax_fem: l_2 res = 1.841438418087693e-11, relative l_2 res = 3.759563242320611e-12\n", - "[11-21 16:31:27][INFO] jax_fem: Solve took 4.01977014541626 [s]\n", - "[11-21 16:31:27][INFO] jax_fem: max of dofs = 0.04475303722558657\n", - "[11-21 16:31:27][INFO] jax_fem: min of dofs = -0.20272399430143787\n", - "[11-21 16:31:28][INFO] jax_fem: Running backward and solving the adjoint problem...\n", - "[11-21 16:31:28][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:31:28][DEBUG] jax_fem: Function split_and_compute_cell took 0.0265 seconds\n", - "[11-21 16:31:28][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:31:28][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:31:29][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 3.2442056354923594e-09\n", - "[11-21 16:31:30][DEBUG] jax_fem: Computing cell residual...\n", - "[11-21 16:31:30][DEBUG] jax_fem: Function split_and_compute_cell took 0.3866 seconds\n" - ] + "tags": [] + }, + "outputs": [], + "source": [ + "import mmapy\n", + "import numpy as np\n", + "from tesseract_core.runtime import Array, Differentiable, Float32, Int32\n", + "\n", + "\n", + "class MMAOptimizer:\n", + " \"\"\"A wrapper for the MMA optimizer from mmapy.\n", + " github.com/arjendeetman/GCMMA-MMA-Python\n", + " mmapy is a pretty barebones implementation of MMA in python. It should work for now.\n", + " Alternatives to consider:\n", + " - github.com/LLNL/pyMMAopt\n", + " - pyopt.org/reference/optimizers.mma.html\n", + "\n", + " \"\"\"\n", + "\n", + " def __init__(\n", + " self,\n", + " x_init: Array[(None,), Float32],\n", + " x_min: Array[(None,), Float32],\n", + " x_max: Array[(None,), Float32],\n", + " num_constraints: Array[(), Int32],\n", + " constraint_scale: Array[(), Float32] = 1000.0,\n", + " x_update_limit: Array[(), Float32] = 0.1,\n", + " ) -> None:\n", + " self.n = x_init.shape[0]\n", + " self.m = num_constraints\n", + " self.__check_input_sizes(x_init, x_min, x_max)\n", + "\n", + " # follow the original MMA variable names...\n", + " self.asyinit = 0.5\n", + " self.asyincr = 1.2\n", + " self.asydecr = 0.7\n", + " self.objective_scale: Array[(), Float32] = 100.0\n", + " self.objective_scale_factor: Array[(), Float32] = 1.0\n", + "\n", + " self.eeen = np.ones((self.n, 1))\n", + " self.eeem = np.ones((self.m, 1))\n", + " self.zeron = np.zeros((self.n, 1))\n", + " self.zerom = np.zeros((self.m, 1))\n", + "\n", + " self.xval = x_init\n", + " self.xold1 = self.xval.copy()\n", + " self.xold2 = self.xval.copy()\n", + " self.x_min = x_min\n", + " self.x_max = x_max\n", + " self.low = self.x_min.copy()\n", + " self.upp = self.x_max.copy()\n", + " self.c = constraint_scale + self.zerom.copy()\n", + " self.d = self.zerom.copy()\n", + " self.a0 = 1\n", + " self.a = self.zerom.copy()\n", + " self.move = x_update_limit\n", + "\n", + " def calculate_next_x(\n", + " self,\n", + " objective_value: Array[(), Float32],\n", + " objective_gradient: Array[(None,), Float32],\n", + " constraint_values: Array[(None,), Float32],\n", + " constraint_gradients: Array[(None, None), Float32],\n", + " iteration: Array[(), Int32],\n", + " x: Array[(None,), Float32],\n", + " x_min: Array[(None,), Float32] = None,\n", + " x_max: Array[(None,), Float32] = None,\n", + " ) -> Array[(None,), Float32]:\n", + " if iteration < 1:\n", + " raise Exception(\"The MMA problem expects an iteration count >= 1.\")\n", + "\n", + " # The MMA problem works best with an objective scaled around [1, 100]\n", + " if iteration == 1:\n", + " self.objective_scale_factor = np.abs(self.objective_scale / objective_value)\n", + " objective_value *= self.objective_scale_factor\n", + " objective_gradient = np.asarray(objective_gradient) * self.objective_scale_factor\n", + "\n", + " # the bounds dont necessarily change every iteration\n", + " if x_min is None:\n", + " x_min = self.x_min\n", + " if x_max is None:\n", + " x_max = self.x_max\n", + "\n", + " self.__check_input_sizes(\n", + " x,\n", + " x_min,\n", + " x_max,\n", + " objective_gradient=objective_gradient,\n", + " constraint_values=constraint_values,\n", + " constraint_gradients=constraint_gradients,\n", + " )\n", + "\n", + " # calculate the next iteration of x\n", + " xmma, ymma, zmma, lam, xsi, eta, mu, zet, s, low, upp = mmapy.mmasub(\n", + " self.m,\n", + " self.n,\n", + " iteration,\n", + " x,\n", + " x_min,\n", + " x_max,\n", + " self.xold1,\n", + " self.xold2,\n", + " objective_value,\n", + " objective_gradient,\n", + " constraint_values,\n", + " constraint_gradients,\n", + " self.low,\n", + " self.upp,\n", + " self.a0,\n", + " self.a,\n", + " self.c,\n", + " self.d,\n", + " move=self.move,\n", + " asyinit=self.asyinit,\n", + " asyincr=self.asyincr,\n", + " asydecr=self.asydecr,\n", + " )\n", + " # update internal copies for mma\n", + " self.xold2 = self.xold1.copy()\n", + " self.xold1 = self.xval.copy()\n", + " self.xval = xmma.copy()\n", + " self.low = low\n", + " self.upp = upp\n", + "\n", + " return xmma\n", + "\n", + " def __check_input_sizes(\n", + " self,\n", + " x: Array[(None,), Float32],\n", + " x_min: Array[(None,), Float32],\n", + " x_max: Array[(None,), Float32],\n", + " objective_gradient: Array[(None,), Float32] = None,\n", + " constraint_values: Array[(None,), Float32] = None,\n", + " constraint_gradients: Array[(None, None), Float32] = None,\n", + " ) -> None:\n", + " def check_shape(shape: tuple, expected_shape: tuple, name: str) -> None:\n", + " if (len(shape)==1) or (shape[0] != expected_shape[0] or shape[1] != expected_shape[1]):\n", + " raise TypeError(\n", + " f\"MMAError: The '{name}' was expected to have shape {expected_shape} but has shape {shape}.\"\n", + " )\n", + "\n", + " check_shape(x.shape, (self.n, 1), \"parameter vector\")\n", + " check_shape(x_min.shape, (self.n, 1), \"parameter minimum bound vector\")\n", + " check_shape(x_max.shape, (self.n, 1), \"parameter maximum bound vector\")\n", + " if objective_gradient is not None:\n", + " check_shape(objective_gradient.shape, (self.n, 1), \"objective gradient\")\n", + " if constraint_values is not None:\n", + " check_shape(constraint_values.shape, (self.m, 1), \"constraint values\")\n", + " if constraint_gradients is not None:\n", + " check_shape(\n", + " constraint_gradients.shape, (self.m, self.n), \"constraint gradients\"\n", + " )\n" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "39e30381", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" }, + "tags": [] + }, + "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Storing values in hash 3000\n", - "Done building mesh\n", "Storing values in hash 2000\n", "Storing values in hash 1000\n", "Computing Jacobian...\n", - "[-2.8808621e-01 -4.4990617e-01 2.4380612e+00 -4.3985023e+00\n", - " -5.1886523e-01 1.3081539e+01 -3.9634049e-02 4.3454912e-01\n", - " 3.8821362e-02 3.1040090e-01 9.8815876e-01 1.6034254e+00\n", - " 1.3933687e-01 9.9236220e-01 -6.4347019e+00 5.4351394e-15\n", - " 8.4577090e-01 -9.5401487e+00 5.0412098e-15 1.5838041e+00\n", - " 3.2465062e+00 -1.7689501e-03 1.6967546e+00 1.7885422e+00]\n", - "[-1. 0. -0.5 -0.33333334 0. -0.16666667\n", - " 0.33333334 0. -0.16666667 1. 0. -0.16666667\n", - " -1. 0. 0.16666667 -0.33333334 0. 0.16666667\n", - " 0.33333334 0. 0.16666667 1. 0. 0.16666667]\n", - "Iteration 1, Loss: 7.4819\n", - "Done building mesh\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[11-21 16:32:14][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-21 16:32:14][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-21 16:32:14][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-21 16:32:15][DEBUG] jax_fem: Done pre-computations, took 1.1284990310668945 [s]\n", - "[11-21 16:32:15][INFO] jax_fem: Solving a problem with 2135 cells, 2848x3 = 8544 dofs.\n", - "[11-21 16:32:15][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-21 16:32:17][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-21 16:32:17][DEBUG] jax_fem: Start timing\n", - "[11-21 16:32:17][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:32:18][DEBUG] jax_fem: Function split_and_compute_cell took 0.4811 seconds\n", - "[11-21 16:32:19][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:32:19][DEBUG] jax_fem: Before, l_2 res = 5.03445017226126, relative l_2 res = 1.0\n", - "[11-21 16:32:19][DEBUG] jax_fem: Solving linear system...\n", - "[11-21 16:32:19][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:32:20][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 2.509926527268818e-11\n", - "[11-21 16:32:20][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:32:20][DEBUG] jax_fem: Function split_and_compute_cell took 0.0313 seconds\n", - "[11-21 16:32:20][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:32:20][DEBUG] jax_fem: l_2 res = 2.488976481331491e-11, relative l_2 res = 4.943889394407392e-12\n", - "[11-21 16:32:20][INFO] jax_fem: Solve took 3.4881343841552734 [s]\n", - "[11-21 16:32:21][INFO] jax_fem: max of dofs = 0.07349392863288913\n", - "[11-21 16:32:21][INFO] jax_fem: min of dofs = -0.18849901362006877\n", - "[11-21 16:32:21][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-21 16:32:21][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-21 16:32:21][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-21 16:32:22][DEBUG] jax_fem: Done pre-computations, took 1.2515742778778076 [s]\n", - "[11-21 16:32:22][INFO] jax_fem: Solving a problem with 2135 cells, 2848x3 = 8544 dofs.\n", - "[11-21 16:32:22][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-21 16:32:24][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-21 16:32:24][DEBUG] jax_fem: Start timing\n", - "[11-21 16:32:24][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:32:25][DEBUG] jax_fem: Function split_and_compute_cell took 0.4966 seconds\n", - "[11-21 16:32:27][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:32:27][DEBUG] jax_fem: Before, l_2 res = 5.03445017226126, relative l_2 res = 1.0\n", - "[11-21 16:32:27][DEBUG] jax_fem: Solving linear system...\n", - "[11-21 16:32:27][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:32:28][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 2.509926527268818e-11\n", - "[11-21 16:32:28][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:32:28][DEBUG] jax_fem: Function split_and_compute_cell took 0.0255 seconds\n", - "[11-21 16:32:28][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:32:28][DEBUG] jax_fem: l_2 res = 2.488976481331491e-11, relative l_2 res = 4.943889394407392e-12\n", - "[11-21 16:32:28][INFO] jax_fem: Solve took 3.4618942737579346 [s]\n", - "[11-21 16:32:28][INFO] jax_fem: max of dofs = 0.07349392863288913\n", - "[11-21 16:32:28][INFO] jax_fem: min of dofs = -0.18849901362006877\n", - "[11-21 16:32:29][INFO] jax_fem: Running backward and solving the adjoint problem...\n", - "[11-21 16:32:29][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:32:29][DEBUG] jax_fem: Function split_and_compute_cell took 0.0251 seconds\n", - "[11-21 16:32:29][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:32:29][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:32:29][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 3.207330290652209e-09\n", - "[11-21 16:32:30][DEBUG] jax_fem: Computing cell residual...\n", - "[11-21 16:32:30][DEBUG] jax_fem: Function split_and_compute_cell took 0.4357 seconds\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Storing values in hash 3001\n", - "Done building mesh\n", + "2790.691\n", + "[-1. 0. -0.08333334 -0.33333328 0. -0.08333334\n", + " 0.3333334 0. -0.08333334 1. 0. -0.08333334\n", + " -1. 0. 0.08333334 -0.33333328 0. 0.08333334\n", + " 0.3333334 0. 0.08333334 1. 0. 0.08333334]\n", + "[ 2.2812983e+03 2.4588770e+03 8.7671914e+03 -1.9026834e-11\n", + " 2.5507058e+03 9.5166992e+03 -9.9389845e-12 2.5074399e+03\n", + " 2.5002642e+03 -6.5966011e+01 2.4594004e+03 1.4802718e+02\n", + " 2.2813196e+03 2.4581030e+03 -8.7292969e+03 -3.2246403e-11\n", + " 2.5499478e+03 -9.4866934e+03 -2.9201204e-11 2.5064429e+03\n", + " -2.5079985e+03 -5.4277260e+01 2.4581782e+03 -1.5171399e+02]\n", + "Iteration 1, Loss: 2790.6909\n", "Storing values in hash 2001\n", "Storing values in hash 1001\n", "Computing Jacobian...\n", - "[ 4.5286059e-01 5.4686441e+00 -3.5032308e-01 -1.4140104e+00\n", - " 1.1528154e+01 6.8605585e+00 -5.4376936e-01 2.6643395e-01\n", - " -4.8951454e+00 4.3115056e-01 7.8508466e-01 2.0019145e-01\n", - " 3.1217867e-01 -6.6006756e+00 -7.7056580e+00 -5.0530207e-01\n", - " -1.0727371e+01 -5.7640843e+00 2.7058989e-01 -2.4890039e+00\n", - " 3.1548071e+00 -4.3608109e-04 -8.6549006e-02 2.0369849e+00]\n", - "[-1. 0.05 -0.55 -0.33333334 0.05 -0.21666668\n", - " 0.33333334 -0.05 -0.21666665 1. -0.05000001 -0.21666667\n", - " -1. -0.05 0.21666668 -0.33333334 -0.05 0.21666667\n", - " 0.33333334 -0.05 0.11666667 1. -0.05 0.11666667]\n", - "Iteration 2, Loss: 7.1608\n", - "Done building mesh\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[11-21 16:33:39][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-21 16:33:39][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-21 16:33:39][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-21 16:33:40][DEBUG] jax_fem: Done pre-computations, took 1.1216115951538086 [s]\n", - "[11-21 16:33:40][INFO] jax_fem: Solving a problem with 2163 cells, 2904x3 = 8712 dofs.\n", - "[11-21 16:33:40][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-21 16:33:41][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-21 16:33:41][DEBUG] jax_fem: Start timing\n", - "[11-21 16:33:42][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:33:42][DEBUG] jax_fem: Function split_and_compute_cell took 0.4737 seconds\n", - "[11-21 16:33:43][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:33:43][DEBUG] jax_fem: Before, l_2 res = 5.03445017226126, relative l_2 res = 1.0\n", - "[11-21 16:33:43][DEBUG] jax_fem: Solving linear system...\n", - "[11-21 16:33:44][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:33:44][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 1.6059932065834982e-11\n", - "[11-21 16:33:44][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:33:44][DEBUG] jax_fem: Function split_and_compute_cell took 0.0300 seconds\n", - "[11-21 16:33:44][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:33:44][DEBUG] jax_fem: l_2 res = 1.6193105940405557e-11, relative l_2 res = 3.2164596701395708e-12\n", - "[11-21 16:33:44][INFO] jax_fem: Solve took 2.9400548934936523 [s]\n", - "[11-21 16:33:44][INFO] jax_fem: max of dofs = 0.03751789676993386\n", - "[11-21 16:33:45][INFO] jax_fem: min of dofs = -0.1772599756302906\n", - "[11-21 16:33:45][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-21 16:33:45][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-21 16:33:45][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-21 16:33:46][DEBUG] jax_fem: Done pre-computations, took 1.3387866020202637 [s]\n", - "[11-21 16:33:46][INFO] jax_fem: Solving a problem with 2163 cells, 2904x3 = 8712 dofs.\n", - "[11-21 16:33:46][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-21 16:33:48][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-21 16:33:48][DEBUG] jax_fem: Start timing\n", - "[11-21 16:33:48][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:33:48][DEBUG] jax_fem: Function split_and_compute_cell took 0.4811 seconds\n", - "[11-21 16:33:49][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:33:50][DEBUG] jax_fem: Before, l_2 res = 5.03445017226126, relative l_2 res = 1.0\n", - "[11-21 16:33:50][DEBUG] jax_fem: Solving linear system...\n", - "[11-21 16:33:50][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:33:50][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 1.6059932065834982e-11\n", - "[11-21 16:33:50][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:33:50][DEBUG] jax_fem: Function split_and_compute_cell took 0.0252 seconds\n", - "[11-21 16:33:51][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:33:51][DEBUG] jax_fem: l_2 res = 1.6193105940405557e-11, relative l_2 res = 3.2164596701395708e-12\n", - "[11-21 16:33:51][INFO] jax_fem: Solve took 2.91206955909729 [s]\n", - "[11-21 16:33:51][INFO] jax_fem: max of dofs = 0.03751789676993386\n", - "[11-21 16:33:51][INFO] jax_fem: min of dofs = -0.1772599756302906\n", - "[11-21 16:33:51][INFO] jax_fem: Running backward and solving the adjoint problem...\n", - "[11-21 16:33:51][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:33:51][DEBUG] jax_fem: Function split_and_compute_cell took 0.0251 seconds\n", - "[11-21 16:33:51][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:33:51][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:33:52][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 3.759643816259033e-09\n", - "[11-21 16:33:52][DEBUG] jax_fem: Computing cell residual...\n", - "[11-21 16:33:53][DEBUG] jax_fem: Function split_and_compute_cell took 0.4332 seconds\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Storing values in hash 3002\n", - "Done building mesh\n", + "1787.4336\n", + "[-1.0000100e+00 -9.9988429e-06 -1.1667667e-01 -3.3333328e-01\n", + " -9.9988847e-06 -1.1667667e-01 3.3333340e-01 -9.9988656e-06\n", + " -1.1667667e-01 1.0000100e+00 -9.9988429e-06 -1.1667665e-01\n", + " -1.0000100e+00 -9.9988429e-06 1.1667667e-01 -3.3333328e-01\n", + " -9.9988847e-06 1.1667667e-01 3.3333340e-01 -9.9988647e-06\n", + " 1.1667667e-01 1.0000100e+00 -9.9988429e-06 1.1667665e-01]\n", + "[ 1.5801553e+03 1.3657637e+03 4.6877432e+03 2.5759295e-10\n", + " 1.4194451e+03 4.6703350e+03 1.7133333e-06 1.4073213e+03\n", + " 9.4861420e+02 -4.2149090e+01 1.3768132e+03 -1.1218228e+02\n", + " 1.5801682e+03 1.3654675e+03 -4.6606943e+03 4.8229643e-10\n", + " 1.4191328e+03 -4.8271748e+03 1.5027589e-06 1.4066818e+03\n", + " -1.1282958e+03 -3.1186016e+01 1.3759902e+03 2.2466671e+01]\n", + "Iteration 2, Loss: 1787.4336\n", "Storing values in hash 2002\n", "Storing values in hash 1002\n", "Computing Jacobian...\n", - "[ 2.1105213 1.3728752 -3.9119 -0.8924699 2.6802871 2.6792622\n", - " -0.23507077 -4.211764 1.3197883 0.07813574 -1.2026558 1.0838735\n", - " 0.26021114 -2.2625895 -6.2074785 -0.44973767 -1.6992726 -2.5063024\n", - " -0.17542225 0.18734339 -1.5890409 -0.09864704 -0.23465678 0.8812365 ]\n", - "[-1. 0.01602383 -0.57757545 -0.33333334 0.01471017 -0.263129\n", - " 0.33333334 -0.09750979 -0.1801137 1. -0.09886117 -0.2541263\n", - " -1. -0.01851819 0.2661749 -0.33333334 -0.01590128 0.26408383\n", - " 0.33333334 -0.03672511 0.06723273 1. -0.08123221 0.06712756]\n", - "Iteration 3, Loss: 5.6707\n", - "Done building mesh\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[11-21 16:34:57][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-21 16:34:57][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-21 16:34:57][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-21 16:34:58][DEBUG] jax_fem: Done pre-computations, took 1.1507365703582764 [s]\n", - "[11-21 16:34:58][INFO] jax_fem: Solving a problem with 2128 cells, 2870x3 = 8610 dofs.\n", - "[11-21 16:34:58][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-21 16:35:00][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-21 16:35:00][DEBUG] jax_fem: Start timing\n", - "[11-21 16:35:00][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:35:00][DEBUG] jax_fem: Function split_and_compute_cell took 0.4654 seconds\n", - "[11-21 16:35:01][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:35:02][DEBUG] jax_fem: Before, l_2 res = 5.03445017226126, relative l_2 res = 1.0\n", - "[11-21 16:35:02][DEBUG] jax_fem: Solving linear system...\n", - "[11-21 16:35:02][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:35:02][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 1.6774697246643165e-11\n", - "[11-21 16:35:02][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:35:02][DEBUG] jax_fem: Function split_and_compute_cell took 0.0302 seconds\n", - "[11-21 16:35:02][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:35:02][DEBUG] jax_fem: l_2 res = 1.6781211572761702e-11, relative l_2 res = 3.3332759285656608e-12\n", - "[11-21 16:35:03][INFO] jax_fem: Solve took 2.9030065536499023 [s]\n", - "[11-21 16:35:03][INFO] jax_fem: max of dofs = 0.05979264788277813\n", - "[11-21 16:35:03][INFO] jax_fem: min of dofs = -0.16449691206317235\n", - "[11-21 16:35:03][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-21 16:35:03][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-21 16:35:03][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-21 16:35:04][DEBUG] jax_fem: Done pre-computations, took 1.292480707168579 [s]\n", - "[11-21 16:35:04][INFO] jax_fem: Solving a problem with 2128 cells, 2870x3 = 8610 dofs.\n", - "[11-21 16:35:04][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-21 16:35:06][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-21 16:35:06][DEBUG] jax_fem: Start timing\n", - "[11-21 16:35:06][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:35:07][DEBUG] jax_fem: Function split_and_compute_cell took 0.4599 seconds\n", - "[11-21 16:35:08][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:35:08][DEBUG] jax_fem: Before, l_2 res = 5.03445017226126, relative l_2 res = 1.0\n", - "[11-21 16:35:08][DEBUG] jax_fem: Solving linear system...\n", - "[11-21 16:35:08][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:35:08][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 1.6774697246643165e-11\n", - "[11-21 16:35:08][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:35:08][DEBUG] jax_fem: Function split_and_compute_cell took 0.0249 seconds\n", - "[11-21 16:35:09][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:35:09][DEBUG] jax_fem: l_2 res = 1.6781211572761702e-11, relative l_2 res = 3.3332759285656608e-12\n", - "[11-21 16:35:09][INFO] jax_fem: Solve took 2.781144142150879 [s]\n", - "[11-21 16:35:09][INFO] jax_fem: max of dofs = 0.05979264788277813\n", - "[11-21 16:35:09][INFO] jax_fem: min of dofs = -0.16449691206317235\n", - "[11-21 16:35:09][INFO] jax_fem: Running backward and solving the adjoint problem...\n", - "[11-21 16:35:09][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:35:09][DEBUG] jax_fem: Function split_and_compute_cell took 0.0251 seconds\n", - "[11-21 16:35:09][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:35:09][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:35:10][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 7.251769699778877e-09\n", - "[11-21 16:35:10][DEBUG] jax_fem: Computing cell residual...\n", - "[11-21 16:35:11][DEBUG] jax_fem: Function split_and_compute_cell took 0.3759 seconds\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Storing values in hash 3003\n", - "Done building mesh\n", + "1268.1758\n", + "[-1.0000200e+00 -1.9996758e-05 -1.5002000e-01 -3.3333328e-01\n", + " -1.9996880e-05 -1.5002000e-01 3.3333340e-01 -1.9996844e-05\n", + " -1.5002000e-01 1.0000199e+00 -1.9996774e-05 -8.3333336e-02\n", + " -1.0000200e+00 -1.9996758e-05 1.5002000e-01 -3.3333328e-01\n", + " -1.9996880e-05 1.5002000e-01 3.3333340e-01 -1.9996840e-05\n", + " 1.5002000e-01 1.0000199e+00 -1.9996774e-05 8.3333440e-02]\n", + "[ 398.38696 720.4197 3094.099 291.48825 425.7619\n", + " 2164.2793 -123.35055 788.6425 410.5445 -115.439316\n", + " 879.7223 -212.2729 674.6701 720.22876 -2597.1409\n", + " -360.83823 206.02754 -2458.666 -986.82 788.1969\n", + " -97.149506 235.75581 334.37085 -616.3734 ]\n", + "Iteration 3, Loss: 1268.1758\n", "Storing values in hash 2003\n", "Storing values in hash 1003\n", "Computing Jacobian...\n", - "[ 1.4836426 -2.0518136 -3.8598554 -0.4766063 -3.047583 0.854897\n", - " 0.09506021 -3.5042953 3.11594 -0.27699047 -1.1625104 0.77660555\n", - " 0.17003284 0.9655565 -5.1939716 -0.16506371 3.7274055 -0.67980194\n", - " -0.6293146 1.0222654 -3.6798816 -0.15882272 -0.31160563 0.43432048]\n", - "[-1. -0.01678123 -0.5623331 -0.33333334 -0.01866149 -0.30368292\n", - " 0.33333334 -0.07082377 -0.16126397 1. -0.10432303 -0.29534817\n", - " -1. 0.01433118 0.31483373 -0.33333334 0.014742 0.3063349\n", - " 0.33333334 -0.02857486 0.04192334 1. -0.1006135 0.02141865]\n", - "Iteration 4, Loss: 5.2038\n", - "Done building mesh\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[11-21 16:36:32][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-21 16:36:32][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-21 16:36:32][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-21 16:36:33][DEBUG] jax_fem: Done pre-computations, took 1.1284680366516113 [s]\n", - "[11-21 16:36:33][INFO] jax_fem: Solving a problem with 1974 cells, 2689x3 = 8067 dofs.\n", - "[11-21 16:36:33][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-21 16:36:35][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-21 16:36:35][DEBUG] jax_fem: Start timing\n", - "[11-21 16:36:35][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:36:35][DEBUG] jax_fem: Function split_and_compute_cell took 0.4777 seconds\n", - "[11-21 16:36:36][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:36:36][DEBUG] jax_fem: Before, l_2 res = 5.03445017226126, relative l_2 res = 1.0\n", - "[11-21 16:36:36][DEBUG] jax_fem: Solving linear system...\n", - "[11-21 16:36:37][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:36:37][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 1.8059179914860014e-11\n", - "[11-21 16:36:37][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:36:37][DEBUG] jax_fem: Function split_and_compute_cell took 0.0298 seconds\n", - "[11-21 16:36:37][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:36:37][DEBUG] jax_fem: l_2 res = 1.8007265371802178e-11, relative l_2 res = 3.5768087389201597e-12\n", - "[11-21 16:36:37][INFO] jax_fem: Solve took 2.824634075164795 [s]\n", - "[11-21 16:36:37][INFO] jax_fem: max of dofs = 0.08423622184332592\n", - "[11-21 16:36:37][INFO] jax_fem: min of dofs = -0.1545242597390452\n", - "[11-21 16:36:38][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-21 16:36:38][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-21 16:36:38][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-21 16:36:39][DEBUG] jax_fem: Done pre-computations, took 1.2880573272705078 [s]\n", - "[11-21 16:36:39][INFO] jax_fem: Solving a problem with 1974 cells, 2689x3 = 8067 dofs.\n", - "[11-21 16:36:39][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-21 16:36:41][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-21 16:36:41][DEBUG] jax_fem: Start timing\n", - "[11-21 16:36:41][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:36:41][DEBUG] jax_fem: Function split_and_compute_cell took 0.4769 seconds\n", - "[11-21 16:36:42][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:36:43][DEBUG] jax_fem: Before, l_2 res = 5.03445017226126, relative l_2 res = 1.0\n", - "[11-21 16:36:43][DEBUG] jax_fem: Solving linear system...\n", - "[11-21 16:36:43][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:36:43][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 1.8059179914860014e-11\n", - "[11-21 16:36:43][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:36:43][DEBUG] jax_fem: Function split_and_compute_cell took 0.0235 seconds\n", - "[11-21 16:36:43][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:36:43][DEBUG] jax_fem: l_2 res = 1.8007265371802178e-11, relative l_2 res = 3.5768087389201597e-12\n", - "[11-21 16:36:43][INFO] jax_fem: Solve took 2.726754903793335 [s]\n", - "[11-21 16:36:44][INFO] jax_fem: max of dofs = 0.08423622184332592\n", - "[11-21 16:36:44][INFO] jax_fem: min of dofs = -0.1545242597390452\n", - "[11-21 16:36:44][INFO] jax_fem: Running backward and solving the adjoint problem...\n", - "[11-21 16:36:44][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:36:44][DEBUG] jax_fem: Function split_and_compute_cell took 0.0242 seconds\n", - "[11-21 16:36:44][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:36:44][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:36:45][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 3.209002497842271e-09\n", - "[11-21 16:36:45][DEBUG] jax_fem: Computing cell residual...\n", - "[11-21 16:36:45][DEBUG] jax_fem: Function split_and_compute_cell took 0.4360 seconds\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Storing values in hash 3004\n", - "Done building mesh\n", + "1035.7397\n", + "[-1.0000300e+00 -2.9992820e-05 -1.8336333e-01 -3.3334330e-01\n", + " -2.9990219e-05 -1.8336333e-01 3.3334339e-01 -2.9993247e-05\n", + " -1.8336333e-01 1.0000299e+00 -2.9993551e-05 -4.9990017e-02\n", + " -1.0000300e+00 -2.9992820e-05 1.8336333e-01 -3.3332327e-01\n", + " -2.9983119e-05 1.8336333e-01 3.3334342e-01 -2.9993242e-05\n", + " 1.8336330e-01 1.0000099e+00 -2.9988294e-05 1.1667677e-01]\n", + "[ 7.2213892e+02 4.9506232e+02 1.8522800e+03 2.3394447e+01\n", + " 9.1858597e+00 -1.9268318e+03 1.8094107e+02 5.8898364e+02\n", + " -1.2412415e+03 -1.2407483e+02 6.9205365e+02 -1.3462860e+02\n", + " 7.7483740e+02 4.0796967e+02 -2.0977244e+03 1.3667088e+00\n", + " -4.6995110e+01 -9.3422607e+02 2.0388075e+01 4.8150653e+02\n", + " 2.9831155e+02 -3.8010338e+01 8.8967865e+01 1.2001149e+02]\n", + "Iteration 4, Loss: 1035.7397\n", "Storing values in hash 2004\n", "Storing values in hash 1004\n", "Computing Jacobian...\n", - "[ 0.5758283 -3.3841357 -2.6723452 0.19610494 -5.073285 -0.23559073\n", - " 0.21134147 -1.502523 2.4647765 -0.44388732 -0.3874027 0.4476598\n", - " 0.16866979 2.2285314 -4.4069214 0.14725064 4.994211 0.27661726\n", - " -0.8777969 0.35453027 -3.4079726 -0.02627185 -0.27234784 0.52776694]\n", - "[-1. -0.03216641 -0.5348007 -0.33333334 -0.03783641 -0.3381035\n", - " 0.33333334 -0.03621621 -0.16300127 1. -0.09237649 -0.3368218\n", - " -1. 0.03688575 0.36227643 -0.33333334 0.02911829 0.34219548\n", - " 0.33333334 -0.0315424 0.04279896 1. -0.11102963 -0.01945262]\n", - "Iteration 5, Loss: 5.0144\n", - "Done building mesh\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[11-21 16:38:09][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-21 16:38:09][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-21 16:38:09][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-21 16:38:10][DEBUG] jax_fem: Done pre-computations, took 0.8982255458831787 [s]\n", - "[11-21 16:38:10][INFO] jax_fem: Solving a problem with 2002 cells, 2727x3 = 8181 dofs.\n", - "[11-21 16:38:10][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-21 16:38:11][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-21 16:38:11][DEBUG] jax_fem: Start timing\n", - "[11-21 16:38:11][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:38:12][DEBUG] jax_fem: Function split_and_compute_cell took 0.4654 seconds\n", - "[11-21 16:38:13][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:38:13][DEBUG] jax_fem: Before, l_2 res = 5.03445017226126, relative l_2 res = 1.0\n", - "[11-21 16:38:13][DEBUG] jax_fem: Solving linear system...\n", - "[11-21 16:38:13][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:38:13][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 1.547356397889561e-11\n", - "[11-21 16:38:13][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:38:13][DEBUG] jax_fem: Function split_and_compute_cell took 0.0309 seconds\n", - "[11-21 16:38:13][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:38:14][DEBUG] jax_fem: l_2 res = 1.540860462752056e-11, relative l_2 res = 3.0606330582868147e-12\n", - "[11-21 16:38:14][INFO] jax_fem: Solve took 2.3545453548431396 [s]\n", - "[11-21 16:38:14][INFO] jax_fem: max of dofs = 0.07522038003622729\n", - "[11-21 16:38:14][INFO] jax_fem: min of dofs = -0.14319588564591615\n", - "[11-21 16:38:14][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-21 16:38:14][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-21 16:38:14][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-21 16:38:15][DEBUG] jax_fem: Done pre-computations, took 1.0533349514007568 [s]\n", - "[11-21 16:38:15][INFO] jax_fem: Solving a problem with 2002 cells, 2727x3 = 8181 dofs.\n", - "[11-21 16:38:15][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-21 16:38:17][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-21 16:38:17][DEBUG] jax_fem: Start timing\n", - "[11-21 16:38:17][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:38:17][DEBUG] jax_fem: Function split_and_compute_cell took 0.4532 seconds\n", - "[11-21 16:38:18][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:38:18][DEBUG] jax_fem: Before, l_2 res = 5.03445017226126, relative l_2 res = 1.0\n", - "[11-21 16:38:18][DEBUG] jax_fem: Solving linear system...\n", - "[11-21 16:38:18][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:38:19][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 1.547356397889561e-11\n", - "[11-21 16:38:19][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:38:19][DEBUG] jax_fem: Function split_and_compute_cell took 0.0237 seconds\n", - "[11-21 16:38:19][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:38:19][DEBUG] jax_fem: l_2 res = 1.540860462752056e-11, relative l_2 res = 3.0606330582868147e-12\n", - "[11-21 16:38:19][INFO] jax_fem: Solve took 2.286055088043213 [s]\n", - "[11-21 16:38:19][INFO] jax_fem: max of dofs = 0.07522038003622729\n", - "[11-21 16:38:19][INFO] jax_fem: min of dofs = -0.14319588564591615\n", - "[11-21 16:38:19][INFO] jax_fem: Running backward and solving the adjoint problem...\n", - "[11-21 16:38:19][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:38:19][DEBUG] jax_fem: Function split_and_compute_cell took 0.0242 seconds\n", - "[11-21 16:38:19][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:38:19][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:38:20][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 4.809621721432539e-09\n", - "[11-21 16:38:20][DEBUG] jax_fem: Computing cell residual...\n", - "[11-21 16:38:21][DEBUG] jax_fem: Function split_and_compute_cell took 0.4581 seconds\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Storing values in hash 3005\n", - "Done building mesh\n", + "891.5989\n", + "[-1.0000401e+00 -3.9987106e-05 -2.1670666e-01 -3.3335319e-01\n", + " -3.9686918e-05 -1.5002000e-01 3.3333340e-01 -3.9988445e-05\n", + " -1.5002000e-01 1.0000399e+00 -3.9989463e-05 -1.6646704e-02\n", + " -1.0000401e+00 -3.9985887e-05 2.1670666e-01 -3.3333141e-01\n", + " -2.0043150e-05 2.1670666e-01 3.3333355e-01 -3.9987368e-05\n", + " 1.5001999e-01 1.0000198e+00 -3.9956540e-05 8.3333455e-02]\n", + "[ 635.234 135.55313 1480.9666 -26.931911 356.27597\n", + " 1113.6238 -9.087512 202.31964 87.74086 -92.80975\n", + " 32.574547 86.62168 629.1448 43.23768 -1610.183\n", + " -25.96334 229.93486 -672.0309 -32.379715 148.63951\n", + " -266.78516 -42.000763 24.816689 -49.397476]\n", + "Iteration 5, Loss: 891.5989\n", "Storing values in hash 2005\n", "Storing values in hash 1005\n", "Computing Jacobian...\n", - "[ 0.05268083 -3.222044 -1.2456872 0.71941113 -4.8940144 -1.3516042\n", - " 0.14543149 0.18042772 0.95010847 -0.37055415 -0.05126317 0.20002195\n", - " 0.33677506 2.453446 -1.8347411 0.9079573 4.4642296 3.1462853\n", - " -0.6761955 -0.55844295 -1.8232872 0.13502404 -0.07900405 0.69426984]\n", - "[-1. -0.03054624 -0.50314146 -0.33333334 -0.04261764 -0.36647788\n", - " 0.33333334 -0.0014022 -0.1743597 1. -0.07779246 -0.3762132\n", - " -1. 0.04705737 0.408285 -0.33333334 0.02972922 0.37154642\n", - " 0.33333334 -0.03695793 0.05628825 1. -0.11559245 -0.05779122]\n", - "Iteration 6, Loss: 4.7788\n", - "Done building mesh\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[11-21 16:39:43][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-21 16:39:43][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-21 16:39:43][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-21 16:39:44][DEBUG] jax_fem: Done pre-computations, took 1.1293859481811523 [s]\n", - "[11-21 16:39:44][INFO] jax_fem: Solving a problem with 2065 cells, 2821x3 = 8463 dofs.\n", - "[11-21 16:39:44][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-21 16:39:46][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-21 16:39:46][DEBUG] jax_fem: Start timing\n", - "[11-21 16:39:46][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:39:46][DEBUG] jax_fem: Function split_and_compute_cell took 0.4748 seconds\n", - "[11-21 16:39:48][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:39:48][DEBUG] jax_fem: Before, l_2 res = 4.839763919739992, relative l_2 res = 1.0\n", - "[11-21 16:39:48][DEBUG] jax_fem: Solving linear system...\n", - "[11-21 16:39:48][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:39:49][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 2.0361201487666566e-11\n", - "[11-21 16:39:49][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:39:49][DEBUG] jax_fem: Function split_and_compute_cell took 0.0306 seconds\n", - "[11-21 16:39:49][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:39:49][DEBUG] jax_fem: l_2 res = 2.0522155270105907e-11, relative l_2 res = 4.240321555025027e-12\n", - "[11-21 16:39:49][INFO] jax_fem: Solve took 3.1705379486083984 [s]\n", - "[11-21 16:39:49][INFO] jax_fem: max of dofs = 0.058333764243601274\n", - "[11-21 16:39:49][INFO] jax_fem: min of dofs = -0.14656374332954056\n", - "[11-21 16:39:50][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-21 16:39:50][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-21 16:39:50][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-21 16:39:51][DEBUG] jax_fem: Done pre-computations, took 1.2725133895874023 [s]\n", - "[11-21 16:39:51][INFO] jax_fem: Solving a problem with 2065 cells, 2821x3 = 8463 dofs.\n", - "[11-21 16:39:51][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-21 16:39:53][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-21 16:39:53][DEBUG] jax_fem: Start timing\n", - "[11-21 16:39:53][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:39:54][DEBUG] jax_fem: Function split_and_compute_cell took 0.4703 seconds\n", - "[11-21 16:39:55][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:39:55][DEBUG] jax_fem: Before, l_2 res = 4.839763919739992, relative l_2 res = 1.0\n", - "[11-21 16:39:55][DEBUG] jax_fem: Solving linear system...\n", - "[11-21 16:39:55][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:39:56][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 2.0361201487666566e-11\n", - "[11-21 16:39:56][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:39:56][DEBUG] jax_fem: Function split_and_compute_cell took 0.0250 seconds\n", - "[11-21 16:39:56][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:39:56][DEBUG] jax_fem: l_2 res = 2.0522155270105907e-11, relative l_2 res = 4.240321555025027e-12\n", - "[11-21 16:39:56][INFO] jax_fem: Solve took 3.145341396331787 [s]\n", - "[11-21 16:39:56][INFO] jax_fem: max of dofs = 0.058333764243601274\n", - "[11-21 16:39:56][INFO] jax_fem: min of dofs = -0.14656374332954056\n", - "[11-21 16:39:57][INFO] jax_fem: Running backward and solving the adjoint problem...\n", - "[11-21 16:39:57][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:39:57][DEBUG] jax_fem: Function split_and_compute_cell took 0.0247 seconds\n", - "[11-21 16:39:57][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:39:57][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:39:58][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 2.56782076848198e-09\n", - "[11-21 16:39:58][DEBUG] jax_fem: Computing cell residual...\n", - "[11-21 16:39:58][DEBUG] jax_fem: Function split_and_compute_cell took 0.4017 seconds\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Storing values in hash 3006\n", - "Done building mesh\n", + "802.9906\n", + "[-1.0000501e+00 -4.9966300e-05 -2.5005001e-01 -3.3334330e-01\n", + " -4.9678998e-05 -1.8336333e-01 3.3334309e-01 -4.9974500e-05\n", + " -1.8336330e-01 1.0000499e+00 -4.9903170e-05 -4.9990002e-02\n", + " -1.0000501e+00 -4.9920807e-05 2.5005001e-01 -3.3332151e-01\n", + " -3.0030778e-05 2.5005001e-01 3.3334348e-01 -4.9968392e-05\n", + " 1.8336330e-01 1.0000297e+00 -4.9843427e-05 1.1667673e-01]\n", + "[ 470.50848 96.36135 1425.3406 10.276556 274.42792\n", + " 80.27017 165.26242 161.9307 -1292.1697 -121.91206\n", + " 34.381824 -141.67783 562.3 49.713593 -1534.508\n", + " 5.5389404 215.86926 583.5755 106.19258 165.25174\n", + " 885.59973 -20.012367 29.788603 128.89417 ]\n", + "Iteration 6, Loss: 802.9906\n", "Storing values in hash 2006\n", "Storing values in hash 1006\n", "Computing Jacobian...\n", - "[-0.12187803 -2.7390773 0.1659044 1.0706842 -4.3163977 -2.509825\n", - " -0.00991129 0.9381043 -0.93472123 -0.48569196 -0.547788 -0.26130044\n", - " 0.7298865 2.4681892 1.2429498 1.6961989 2.9059815 6.3048005\n", - " -0.21936996 -2.0003238 0.03250014 0.21116413 -0.08844073 0.91080946]\n", - "[-1. -0.0188067 -0.47200572 -0.33333334 -0.03784375 -0.38835686\n", - " 0.33333334 0.02748964 -0.18756197 1. -0.06476168 -0.41196844\n", - " -1. 0.04754075 0.45048085 -0.33333334 0.02190777 0.38910177\n", - " 0.33333334 -0.03717081 0.07371481 1. -0.11836934 -0.09532332]\n", - "Iteration 7, Loss: 5.2357\n", - "Done building mesh\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[11-21 16:41:18][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-21 16:41:18][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-21 16:41:18][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-21 16:41:20][DEBUG] jax_fem: Done pre-computations, took 1.1675920486450195 [s]\n", - "[11-21 16:41:20][INFO] jax_fem: Solving a problem with 2072 cells, 2837x3 = 8511 dofs.\n", - "[11-21 16:41:20][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-21 16:41:21][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-21 16:41:21][DEBUG] jax_fem: Start timing\n", - "[11-21 16:41:21][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:41:22][DEBUG] jax_fem: Function split_and_compute_cell took 0.5233 seconds\n", - "[11-21 16:41:23][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:41:23][DEBUG] jax_fem: Before, l_2 res = 4.839763919739992, relative l_2 res = 1.0\n", - "[11-21 16:41:23][DEBUG] jax_fem: Solving linear system...\n", - "[11-21 16:41:23][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:41:24][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 1.6788848894937392e-11\n", - "[11-21 16:41:24][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:41:24][DEBUG] jax_fem: Function split_and_compute_cell took 0.0300 seconds\n", - "[11-21 16:41:24][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:41:24][DEBUG] jax_fem: l_2 res = 1.649709319963049e-11, relative l_2 res = 3.408656594249078e-12\n", - "[11-21 16:41:24][INFO] jax_fem: Solve took 2.916254758834839 [s]\n", - "[11-21 16:41:24][INFO] jax_fem: max of dofs = 0.04100280771986319\n", - "[11-21 16:41:24][INFO] jax_fem: min of dofs = -0.14061270419300992\n", - "[11-21 16:41:24][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-21 16:41:24][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-21 16:41:24][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-21 16:41:26][DEBUG] jax_fem: Done pre-computations, took 1.2887513637542725 [s]\n", - "[11-21 16:41:26][INFO] jax_fem: Solving a problem with 2072 cells, 2837x3 = 8511 dofs.\n", - "[11-21 16:41:26][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-21 16:41:27][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-21 16:41:27][DEBUG] jax_fem: Start timing\n", - "[11-21 16:41:27][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:41:28][DEBUG] jax_fem: Function split_and_compute_cell took 0.5673 seconds\n", - "[11-21 16:41:33][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:41:33][DEBUG] jax_fem: Before, l_2 res = 4.839763919739992, relative l_2 res = 1.0\n", - "[11-21 16:41:33][DEBUG] jax_fem: Solving linear system...\n", - "[11-21 16:41:33][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:41:34][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 1.6788848894937392e-11\n", - "[11-21 16:41:34][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:41:34][DEBUG] jax_fem: Function split_and_compute_cell took 0.0254 seconds\n", - "[11-21 16:41:34][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:41:34][DEBUG] jax_fem: l_2 res = 1.649709319963049e-11, relative l_2 res = 3.408656594249078e-12\n", - "[11-21 16:41:34][INFO] jax_fem: Solve took 6.864169120788574 [s]\n", - "[11-21 16:41:34][INFO] jax_fem: max of dofs = 0.04100280771986319\n", - "[11-21 16:41:34][INFO] jax_fem: min of dofs = -0.14061270419300992\n", - "[11-21 16:41:34][INFO] jax_fem: Running backward and solving the adjoint problem...\n", - "[11-21 16:41:34][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:41:34][DEBUG] jax_fem: Function split_and_compute_cell took 0.0250 seconds\n", - "[11-21 16:41:34][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:41:34][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:41:35][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 2.95649299374309e-09\n", - "[11-21 16:41:35][DEBUG] jax_fem: Computing cell residual...\n", - "[11-21 16:41:36][DEBUG] jax_fem: Function split_and_compute_cell took 0.3627 seconds\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Storing values in hash 3007\n", - "Done building mesh\n", + "682.566\n", + "[-1.0000601e+00 -5.9937101e-05 -2.8339335e-01 -3.3335304e-01\n", + " -5.9668735e-05 -2.1670663e-01 3.3333310e-01 -5.9957114e-05\n", + " -1.5001997e-01 1.0000600e+00 -5.9821552e-05 -1.6646689e-02\n", + " -1.0000601e+00 -5.9864287e-05 2.8339335e-01 -3.3333102e-01\n", + " -4.0017490e-05 2.1670668e-01 3.3333349e-01 -5.9951355e-05\n", + " 1.5001997e-01 1.0000396e+00 -5.9749284e-05 8.3333425e-02]\n", + "[ 275.4704 234.75497 1108.1372 -34.16913 15.477965 117.5061\n", + " 51.733944 345.64136 -289.752 -91.46211 97.58551 76.335236\n", + " 449.7747 277.76804 -943.4665 -55.442745 333.3619 -561.3002\n", + " -12.706625 367.95825 76.914406 -211.06328 332.45828 38.28763 ]\n", + "Iteration 7, Loss: 682.5660\n", "Storing values in hash 2007\n", "Storing values in hash 1007\n", "Computing Jacobian...\n", - "[-0.02687739 -1.8416185 1.4950733 1.0591729 -2.9486382 -3.1370587\n", - " -0.12492813 2.1344004 -2.1841412 -0.30350232 -0.47886518 -0.5441226\n", - " 1.0192208 1.6398009 4.0070295 2.1260464 0.827109 8.056929\n", - " 0.33667523 -2.044601 1.3155923 0.24981816 0.101724 0.984044 ]\n", - "[-1. -0.00120806 -0.44569692 -0.33333334 -0.02693759 -0.40309823\n", - " 0.33333334 0.04826301 -0.1954704 1. -0.04792928 -0.4397676\n", - " -1. 0.04079465 0.48465142 -0.33333334 0.01022929 0.39132196\n", - " 0.33333334 -0.02469784 0.088666 1. -0.11957381 -0.13325669]\n", - "Iteration 8, Loss: 5.2815\n", - "Done building mesh\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[11-21 16:42:52][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-21 16:42:52][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-21 16:42:52][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-21 16:42:53][DEBUG] jax_fem: Done pre-computations, took 0.9218456745147705 [s]\n", - "[11-21 16:42:53][INFO] jax_fem: Solving a problem with 2065 cells, 2824x3 = 8472 dofs.\n", - "[11-21 16:42:53][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-21 16:42:54][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-21 16:42:54][DEBUG] jax_fem: Start timing\n", - "[11-21 16:42:54][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:42:54][DEBUG] jax_fem: Function split_and_compute_cell took 0.3309 seconds\n", - "[11-21 16:42:55][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:42:55][DEBUG] jax_fem: Before, l_2 res = 4.779893269212831, relative l_2 res = 1.0\n", - "[11-21 16:42:55][DEBUG] jax_fem: Solving linear system...\n", - "[11-21 16:42:55][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:42:56][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 1.958165220310757e-11\n", - "[11-21 16:42:56][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:42:56][DEBUG] jax_fem: Function split_and_compute_cell took 0.0298 seconds\n", - "[11-21 16:42:56][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:42:56][DEBUG] jax_fem: l_2 res = 1.928882616414071e-11, relative l_2 res = 4.035409386309845e-12\n", - "[11-21 16:42:56][INFO] jax_fem: Solve took 2.1759073734283447 [s]\n", - "[11-21 16:42:56][INFO] jax_fem: max of dofs = 0.023783813587315294\n", - "[11-21 16:42:56][INFO] jax_fem: min of dofs = -0.14506827278012718\n", - "[11-21 16:42:57][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-21 16:42:57][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-21 16:42:57][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-21 16:42:58][DEBUG] jax_fem: Done pre-computations, took 1.0805118083953857 [s]\n", - "[11-21 16:42:58][INFO] jax_fem: Solving a problem with 2065 cells, 2824x3 = 8472 dofs.\n", - "[11-21 16:42:58][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-21 16:42:58][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-21 16:42:58][DEBUG] jax_fem: Start timing\n", - "[11-21 16:42:58][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:42:59][DEBUG] jax_fem: Function split_and_compute_cell took 0.3240 seconds\n", - "[11-21 16:42:59][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:43:00][DEBUG] jax_fem: Before, l_2 res = 4.779893269212831, relative l_2 res = 1.0\n", - "[11-21 16:43:00][DEBUG] jax_fem: Solving linear system...\n", - "[11-21 16:43:00][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:43:00][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 1.958165220310757e-11\n", - "[11-21 16:43:00][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:43:00][DEBUG] jax_fem: Function split_and_compute_cell took 0.0244 seconds\n", - "[11-21 16:43:00][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:43:00][DEBUG] jax_fem: l_2 res = 1.928882616414071e-11, relative l_2 res = 4.035409386309845e-12\n", - "[11-21 16:43:00][INFO] jax_fem: Solve took 2.1154427528381348 [s]\n", - "[11-21 16:43:00][INFO] jax_fem: max of dofs = 0.023783813587315294\n", - "[11-21 16:43:01][INFO] jax_fem: min of dofs = -0.14506827278012718\n", - "[11-21 16:43:01][INFO] jax_fem: Running backward and solving the adjoint problem...\n", - "[11-21 16:43:01][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:43:01][DEBUG] jax_fem: Function split_and_compute_cell took 0.0233 seconds\n", - "[11-21 16:43:01][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:43:01][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:43:02][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 3.2988081361498077e-09\n", - "[11-21 16:43:02][DEBUG] jax_fem: Computing cell residual...\n", - "[11-21 16:43:02][DEBUG] jax_fem: Function split_and_compute_cell took 0.3165 seconds\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Storing values in hash 3008\n", - "Done building mesh\n", + "605.6035\n", + "[-1.0000701e+00 -6.9925125e-05 -3.1673670e-01 -3.3334312e-01\n", + " -6.9488633e-05 -2.5004995e-01 3.3332315e-01 -6.9948983e-05\n", + " -1.1667665e-01 1.0000700e+00 -6.9792768e-05 -4.9989983e-02\n", + " -1.0000701e+00 -6.9854170e-05 3.1673670e-01 -3.3332106e-01\n", + " -5.0008923e-05 2.5005001e-01 3.3334327e-01 -6.9943715e-05\n", + " 1.1667668e-01 1.0000496e+00 -6.9740832e-05 4.9990173e-02]\n", + "[ 408.8503 23.029882 899.7493 -62.610256 159.6989 286.96857\n", + " -89.520065 112.27324 497.3828 -71.25047 22.208988 135.24434\n", + " 420.60287 22.06315 -853.9859 -61.25083 162.81865 -386.21817\n", + " -89.75574 110.50293 -593.4229 -60.94671 21.490211 -130.87761 ]\n", + "Iteration 8, Loss: 605.6035\n", "Storing values in hash 2008\n", "Storing values in hash 1008\n", "Computing Jacobian...\n", - "[ 0.16643187 -0.7812608 2.6994538 1.003719 -1.6124256 -3.6161022\n", - " -0.18373296 2.2701495 -2.3928466 -0.31355783 -1.3978453 -0.7681327\n", - " 1.4425826 0.6597533 6.184987 2.4639397 -1.3928359 9.13979\n", - " 0.52369535 -1.9961135 1.636002 0.24198091 0.3251319 0.9853995 ]\n", - "[-1. 0.01887704 -0.4283195 -0.33333334 -0.01308921 -0.4110564\n", - " 0.33333334 0.0572714 -0.19474389 1. -0.02867628 -0.45766163\n", - " -1. 0.03051248 0.5068385 -0.33333334 -0.00133689 0.38112262\n", - " 0.33333334 -0.00414435 0.09733208 1. -0.12194959 -0.17172 ]\n", - "Iteration 9, Loss: 5.7978\n", - "Done building mesh\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[11-21 16:44:22][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-21 16:44:22][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-21 16:44:22][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-21 16:44:23][DEBUG] jax_fem: Done pre-computations, took 0.9292178153991699 [s]\n", - "[11-21 16:44:23][INFO] jax_fem: Solving a problem with 2044 cells, 2793x3 = 8379 dofs.\n", - "[11-21 16:44:23][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-21 16:44:25][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-21 16:44:25][DEBUG] jax_fem: Start timing\n", - "[11-21 16:44:25][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:44:26][DEBUG] jax_fem: Function split_and_compute_cell took 0.4544 seconds\n", - "[11-21 16:44:27][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:44:27][DEBUG] jax_fem: Before, l_2 res = 4.787417962803624, relative l_2 res = 1.0\n", - "[11-21 16:44:27][DEBUG] jax_fem: Solving linear system...\n", - "[11-21 16:44:27][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:44:27][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 1.6966246242678993e-11\n", - "[11-21 16:44:27][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:44:27][DEBUG] jax_fem: Function split_and_compute_cell took 0.0303 seconds\n", - "[11-21 16:44:27][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:44:28][DEBUG] jax_fem: l_2 res = 1.7177870071956985e-11, relative l_2 res = 3.5881283408765135e-12\n", - "[11-21 16:44:28][INFO] jax_fem: Solve took 2.659933567047119 [s]\n", - "[11-21 16:44:28][INFO] jax_fem: max of dofs = 0.02835298056208133\n", - "[11-21 16:44:28][INFO] jax_fem: min of dofs = -0.13556530501485028\n", - "[11-21 16:44:28][DEBUG] jax_fem: Computing shape function values, gradients, etc.\n", - "[11-21 16:44:28][DEBUG] jax_fem: ele_type = HEX8, quad_points.shape = (num_quads, dim) = (8, 3)\n", - "[11-21 16:44:28][DEBUG] jax_fem: face_quad_points.shape = (num_faces, num_face_quads, dim) = (6, 4, 3)\n", - "[11-21 16:44:29][DEBUG] jax_fem: Done pre-computations, took 1.0766494274139404 [s]\n", - "[11-21 16:44:29][INFO] jax_fem: Solving a problem with 2044 cells, 2793x3 = 8379 dofs.\n", - "[11-21 16:44:29][INFO] jax_fem: Element type is HEX8, using 8 quad points per element.\n", - "[11-21 16:44:31][DEBUG] jax_fem: Calling the row elimination solver for imposing Dirichlet B.C.\n", - "[11-21 16:44:31][DEBUG] jax_fem: Start timing\n", - "[11-21 16:44:32][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:44:32][DEBUG] jax_fem: Function split_and_compute_cell took 0.4503 seconds\n", - "[11-21 16:44:33][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:44:33][DEBUG] jax_fem: Before, l_2 res = 4.787417962803624, relative l_2 res = 1.0\n", - "[11-21 16:44:33][DEBUG] jax_fem: Solving linear system...\n", - "[11-21 16:44:33][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:44:34][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 1.6966246242678993e-11\n", - "[11-21 16:44:34][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:44:34][DEBUG] jax_fem: Function split_and_compute_cell took 0.0245 seconds\n", - "[11-21 16:44:34][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:44:34][DEBUG] jax_fem: l_2 res = 1.7177870071956985e-11, relative l_2 res = 3.5881283408765135e-12\n", - "[11-21 16:44:34][INFO] jax_fem: Solve took 2.6400094032287598 [s]\n", - "[11-21 16:44:34][INFO] jax_fem: max of dofs = 0.02835298056208133\n", - "[11-21 16:44:34][INFO] jax_fem: min of dofs = -0.13556530501485028\n", - "[11-21 16:44:35][INFO] jax_fem: Running backward and solving the adjoint problem...\n", - "[11-21 16:44:35][DEBUG] jax_fem: Computing cell Jacobian and cell residual...\n", - "[11-21 16:44:35][DEBUG] jax_fem: Function split_and_compute_cell took 0.0240 seconds\n", - "[11-21 16:44:35][DEBUG] jax_fem: Creating sparse matrix with scipy...\n", - "[11-21 16:44:35][DEBUG] jax_fem: Scipy Solver - Solving linear system with UMFPACK\n", - "[11-21 16:44:36][DEBUG] jax_fem: Scipy Solver - Finished solving, linear solve res = 4.9986125620664496e-09\n", - "[11-21 16:44:36][DEBUG] jax_fem: Computing cell residual...\n", - "[11-21 16:44:37][DEBUG] jax_fem: Function split_and_compute_cell took 0.3834 seconds\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Storing values in hash 3009\n", - "Done building mesh\n", + "522.35504\n", + "[-1.0000801e+00 -7.9803882e-05 -3.5008004e-01 -3.3333316e-01\n", + " -7.9471058e-05 -2.8339329e-01 3.3333313e-01 -7.9923993e-05\n", + " -1.5001999e-01 1.0000800e+00 -7.9667072e-05 -8.3333291e-02\n", + " -1.0000801e+00 -7.9727644e-05 3.5008004e-01 -3.3331111e-01\n", + " -5.9991457e-05 2.8339335e-01 3.3335325e-01 -7.9918325e-05\n", + " 1.5002002e-01 1.0000596e+00 -7.9610960e-05 8.3333485e-02]\n", + "[ 4.34049347e+02 6.78547955e+00 8.59302063e+02 -6.35938339e+01\n", + " 2.22513428e+01 1.87047081e+01 5.86481094e+01 2.85731995e+02\n", + " -3.83766846e+02 -2.78118134e-01 1.97558243e+02 -1.70554333e+01\n", + " 4.91875000e+02 -8.61500931e+01 -6.87979858e+02 -4.26514740e+01\n", + " 4.93640320e+02 -1.25580833e+02 1.38183975e+01 -1.43368874e+01\n", + " 3.53209000e+01 -3.32670746e+01 -6.68605347e+01 1.55078087e+01]\n", + "Iteration 9, Loss: 522.3550\n", "Storing values in hash 2009\n", "Storing values in hash 1009\n", "Computing Jacobian...\n", - "[ 0.33349207 0.45806992 3.0780528 0.87041944 -0.02806719 -3.4045045\n", - " -0.12030221 2.2783613 -1.3689246 -0.11665528 -1.1139934 -0.64634836\n", - " 1.5056629 -0.81096804 6.2410836 2.2464845 -2.991775 7.809561\n", - " 0.41267455 -0.58965373 0.9746406 0.18282178 0.9378351 0.85993683]\n", - "[-1. 0.03855197 -0.42234817 -0.33333334 0.00140467 -0.4127836\n", - " 0.33333334 0.05691627 -0.18679263 1. -0.00244835 -0.46519867\n", - " -1. 0.01974211 0.5158344 -0.33333334 -0.00915909 0.36205178\n", - " 0.33333334 0.02171236 0.09983139 1. -0.1280727 -0.21053432]\n", - "Iteration 10, Loss: 5.6086\n" + "495.86353\n", + "[-1.00009012e+00 -8.93988617e-05 -3.83423388e-01 -3.33323210e-01\n", + " -8.93457400e-05 -3.16736490e-01 3.33323181e-01 -8.99141814e-05\n", + " -1.16676666e-01 1.00008416e+00 -8.96528800e-05 -4.99901287e-02\n", + " -1.00009012e+00 -6.97601645e-05 3.83423388e-01 -3.33301157e-01\n", + " -6.99857119e-05 3.16736668e-01 3.33343446e-01 -7.01121462e-05\n", + " 1.16676770e-01 1.00006950e+00 -6.96528441e-05 4.99903560e-02]\n", + "[ 427.30487 -4.194557 570.01776 -0.6106138 73.43178\n", + " -27.953495 -112.546646 86.81223 529.05035 -60.33881\n", + " 22.61425 135.54787 511.2244 -3.8845987 -374.51215\n", + " 19.5541 66.99417 115.75454 -116.62846 84.296844\n", + " -573.92017 -54.423454 21.151455 -131.02406 ]\n", + "Iteration 10, Loss: 495.8635\n", + "Storing values in hash 2010\n", + "Storing values in hash 1010\n", + "Computing Jacobian...\n", + "452.1789\n", + "[-1.0001001e+00 -8.0044956e-05 -4.1676673e-01 -3.3331683e-01\n", + " -9.9307632e-05 -2.8339323e-01 3.3333316e-01 -9.9881938e-05\n", + " -1.5002000e-01 1.0000942e+00 -9.9529672e-05 -8.3333440e-02\n", + " -1.0001001e+00 -6.0458118e-05 4.1676673e-01 -3.3331102e-01\n", + " -7.9943573e-05 2.8339335e-01 3.3335343e-01 -8.0078833e-05\n", + " 1.5002011e-01 1.0000795e+00 -7.9520738e-05 8.3333664e-02]\n", + "[ 387.97403 89.33864 529.0779 64.58948 122.54352\n", + " 241.98576 -13.553634 156.75441 3.231495 -65.38712\n", + " 47.043434 -45.373062 454.99423 450.58954 -237.16336\n", + " -9.9775095 23.96745 -155.90594 -18.00793 508.1594\n", + " -141.35896 -55.937454 660.8072 211.87167 ]\n", + "Iteration 11, Loss: 452.1789\n", + "Storing values in hash 2011\n", + "Storing values in hash 1011\n", + "Computing Jacobian...\n", + "454.03687\n", + "[-1.00011015e+00 -9.00135637e-05 -4.50110078e-01 -3.33326817e-01\n", + " -1.09284803e-04 -3.16736579e-01 3.33342940e-01 -1.09864086e-04\n", + " -1.83362380e-01 1.00010419e+00 -1.09470304e-04 -4.99901734e-02\n", + " -1.00011015e+00 -7.04518825e-05 4.50110078e-01 -3.33301306e-01\n", + " -8.98264989e-05 3.16736668e-01 3.33363265e-01 -9.00732848e-05\n", + " 1.83363423e-01 1.00008953e+00 -8.95164703e-05 4.99903485e-02]\n", + "[ 541.36 94.50549 327.60364 7.0493145 137.47516\n", + " -81.31029 89.83697 190.75629 -807.6946 -55.182503\n", + " 151.08958 -22.703953 594.02576 79.47685 -55.35058\n", + " 46.847923 125.302284 253.16168 77.26485 176.71701\n", + " 453.38104 -48.528458 138.04465 67.12369 ]\n", + "Iteration 12, Loss: 454.0369\n", + "Storing values in hash 2012\n", + "Storing values in hash 1012\n", + "Computing Jacobian...\n", + "441.57605\n", + "[-1.0001202e+00 -9.9983801e-05 -4.8345342e-01 -3.3333644e-01\n", + " -1.1926446e-04 -2.8339326e-01 3.3333296e-01 -1.1984942e-04\n", + " -1.5001905e-01 1.0001142e+00 -1.1945180e-04 -1.6646981e-02\n", + " -1.0001202e+00 -8.0416503e-05 4.8345336e-01 -3.3331126e-01\n", + " -9.9804041e-05 2.8339332e-01 3.3335328e-01 -1.0005736e-04\n", + " 1.5002009e-01 1.0000995e+00 -9.9496086e-05 1.6647076e-02]\n", + "[ 387.52185 8.799843 74.97312 -85.039 98.168205\n", + " 286.73328 -61.145744 107.1436 237.639 -76.30552\n", + " 27.084808 144.90025 446.98776 4.4492226 113.890335\n", + " -47.478626 97.88869 -165.84671 -69.316864 109.364555\n", + " -384.2623 -66.376526 24.486038 -135.06763 ]\n", + "Iteration 13, Loss: 441.5760\n", + "Storing values in hash 2013\n", + "Storing values in hash 1013\n", + "Computing Jacobian...\n", + "445.91846\n", + "[-1.00013018e+00 -1.09669265e-04 -5.16796708e-01 -3.33326459e-01\n", + " -1.29235996e-04 -3.16736609e-01 3.33342910e-01 -1.29823340e-04\n", + " -1.83362365e-01 1.00012422e+00 -1.29349020e-04 -4.99902926e-02\n", + " -1.00013018e+00 -8.98042708e-05 4.50110048e-01 -3.33301306e-01\n", + " -1.09775348e-04 3.16736639e-01 3.33363235e-01 -1.10031680e-04\n", + " 1.83363408e-01 1.00010955e+00 -1.09381872e-04 4.99903783e-02]\n", + "[ 546.30505 7.12286 -62.266113 47.615623 77.69595 -188.40797\n", + " 93.20642 76.02439 -744.7669 -41.120415 21.966743 -70.79659\n", + " 576.6157 103.70347 -31.791954 58.670433 156.1115 300.70145\n", + " 90.91157 201.69272 467.94424 -49.4258 165.43713 80.914185]\n", + "Iteration 14, Loss: 445.9185\n", + "Storing values in hash 2014\n", + "Storing values in hash 1014\n", + "Computing Jacobian...\n", + "441.55484\n", + "[-1.00014019e+00 -1.19282660e-04 -4.83453423e-01 -3.33336413e-01\n", + " -1.39200070e-04 -2.83393294e-01 3.33332926e-01 -1.39786614e-04\n", + " -1.50019035e-01 1.00013411e+00 -1.39222509e-04 -1.66470055e-02\n", + " -1.00014019e+00 -9.97772222e-05 4.83453304e-01 -3.33311260e-01\n", + " -1.19757373e-04 2.83393294e-01 3.33353251e-01 -1.20017765e-04\n", + " 1.50020078e-01 1.00011957e+00 -1.19364908e-04 1.66470986e-02]\n", + "[ 387.27625 7.848374 74.96501 -85.03449 97.50973 286.79373\n", + " -61.15102 105.661766 237.6596 -76.2585 26.437595 144.89485\n", + " 446.77628 3.576937 113.97241 -47.492405 97.130486 -165.8884\n", + " -69.328415 107.952774 -384.2536 -66.3537 23.844833 -135.07117 ]\n", + "Iteration 15, Loss: 441.5548\n", + "Storing values in hash 2015\n", + "Storing values in hash 1015\n", + "Computing Jacobian...\n", + "445.8918\n", + "[-1.00015008e+00 -1.24262253e-04 -5.16795993e-01 -3.33327115e-01\n", + " -1.48612671e-04 -3.16736430e-01 3.33341599e-01 -1.49243235e-04\n", + " -1.83362052e-01 1.00014341e+00 -1.47233557e-04 -4.99898307e-02\n", + " -1.00015008e+00 -1.02562626e-04 4.50110465e-01 -3.33302885e-01\n", + " -1.29165783e-04 3.16736251e-01 3.33362073e-01 -1.29483815e-04\n", + " 1.83363214e-01 1.00012875e+00 -1.27183070e-04 4.99896295e-02]\n", + "[ 546.0363 6.860409 -62.268196 47.605038 76.291306 -188.2255\n", + " 93.15755 75.33841 -744.73364 -41.085556 21.279266 -70.82793\n", + " 576.21295 98.92003 -18.111122 58.646313 155.22557 306.94647\n", + " 90.89928 196.85918 488.64484 -49.395126 164.38081 98.53322 ]\n", + "Iteration 16, Loss: 445.8918\n", + "Storing values in hash 2016\n", + "Storing values in hash 1016\n", + "Computing Jacobian...\n", + "441.53198\n", + "[-1.0001599e+00 -1.2670134e-04 -4.8345476e-01 -3.3333459e-01\n", + " -1.5702899e-04 -2.8339386e-01 3.3333364e-01 -1.5764141e-04\n", + " -1.5001896e-01 1.0001507e+00 -1.5279380e-04 -1.6649053e-02\n", + " -1.0001599e+00 -1.1131213e-04 4.8344648e-01 -3.3330998e-01\n", + " -1.3834823e-04 2.8339338e-01 3.3335418e-01 -1.3883309e-04\n", + " 1.5002026e-01 1.0001364e+00 -1.3640913e-04 1.6649334e-02]\n", + "[ 387.05328 7.7363195 74.96546 -85.04476 96.6107\n", + " 286.84958 -61.167778 105.008865 237.61151 -76.237236\n", + " 26.02293 144.86407 446.55273 3.1971636 113.9747\n", + " -47.49777 96.19055 -165.92856 -69.33702 107.12519\n", + " -384.22443 -66.341354 23.394281 -135.04234 ]\n", + "Iteration 17, Loss: 441.5320\n", + "Storing values in hash 2017\n", + "Storing values in hash 1017\n", + "Computing Jacobian...\n", + "445.86694\n", + "[-1.0001695e+00 -1.2927195e-04 -5.1679617e-01 -3.3332622e-01\n", + " -1.6568032e-04 -3.1673664e-01 3.3334035e-01 -1.6639293e-04\n", + " -1.8336138e-01 1.0001590e+00 -1.5876003e-04 -4.9990885e-02\n", + " -1.0001695e+00 -1.1243584e-04 4.5010439e-01 -3.3330384e-01\n", + " -1.4699138e-04 3.1673574e-01 3.3336115e-01 -1.4760504e-04\n", + " 1.8336302e-01 1.0001445e+00 -1.4206495e-04 4.9990311e-02]\n", + "[ 545.6758 6.8789225 -62.290833 47.598812 74.84151\n", + " -188.08507 93.185524 74.933014 -744.7294 -41.060444\n", + " 20.66929 -70.8484 575.73395 84.72818 -3.5383682\n", + " 58.594147 153.67612 313.39417 90.87099 181.9173\n", + " 509.11993 -49.36567 162.84456 116.33481 ]\n", + "Iteration 18, Loss: 445.8669\n", + "Storing values in hash 2018\n", + "Storing values in hash 1018\n", + "Computing Jacobian...\n", + "441.5055\n", + "[-1.0001792e+00 -1.3112470e-04 -4.8345572e-01 -3.3333290e-01\n", + " -1.7356756e-04 -2.8339449e-01 3.3333328e-01 -1.7428241e-04\n", + " -1.5001848e-01 1.0001656e+00 -1.6332466e-04 -1.6652146e-02\n", + " -1.0001792e+00 -1.2053819e-04 4.8339650e-01 -3.3330989e-01\n", + " -1.5589049e-04 2.8339311e-01 3.3335412e-01 -1.5666621e-04\n", + " 1.5002033e-01 1.0001515e+00 -1.5102245e-04 1.6650457e-02]\n", + "[ 386.8462 7.7926893 74.9768 -85.07799 95.702095\n", + " 286.87006 -61.2287 104.55104 237.54874 -76.23622\n", + " 25.72791 144.83397 446.22467 2.8559852 113.37386\n", + " -47.51632 95.37456 -166.03114 -69.35715 106.557846\n", + " -384.1831 -66.37175 23.04432 -135.04411 ]\n", + "Iteration 19, Loss: 441.5055\n", + "Storing values in hash 2019\n", + "Storing values in hash 1019\n", + "Computing Jacobian...\n", + "445.84656\n", + "[-1.0001888e+00 -1.3371177e-04 -5.1679713e-01 -3.3332467e-01\n", + " -1.8220705e-04 -3.1673717e-01 3.3333999e-01 -1.8302884e-04\n", + " -1.8336047e-01 1.0001739e+00 -1.6925823e-04 -4.9993291e-02\n", + " -1.0001888e+00 -1.2154442e-04 4.5005441e-01 -3.3330375e-01\n", + " -1.6452388e-04 3.1673530e-01 3.3336109e-01 -1.6543294e-04\n", + " 1.8336284e-01 1.0001596e+00 -1.5663543e-04 4.9991433e-02]\n", + "[ 545.45544 6.8781843 -62.31703 47.56633 73.403305\n", + " -187.97974 93.22296 74.556946 -744.76245 -41.069126\n", + " 20.02864 -70.88703 575.3938 3.5433419 14.958275\n", + " 58.492718 117.75197 318.63452 90.85201 80.121056\n", + " 534.1333 -49.350914 98.70321 135.40738 ]\n", + "Iteration 20, Loss: 445.8466\n" ] } ], "source": [ - "import optax\n", - "\n", - "n_steps = 10\n", - "# strong learning rate decay\n", - "schedule = optax.exponential_decay(\n", - " init_value=0.05, transition_steps=n_steps, decay_rate=0.9, staircase=False\n", - ")\n", - "optmizer = optax.adam(learning_rate=schedule)\n", - "opt_state = optmizer.init(initial_params)\n", - "\n", + "n_steps = 20\n", + "\n", + "# set design bounds by a perturbation value 'delta'\n", + "delta_x = 0.0\n", + "delta_y = 0.0\n", + "delta_z = Lz / 3\n", + "eps = 1.e-3 # a small value to ease numerics\n", + "bar_params = np.array(initial_params).reshape(n_chains, n_edges_per_chain + 1, 3)\n", + "param_min = bar_params - eps\n", + "param_max = bar_params + eps\n", + "for bar_idx, bar in enumerate(bar_params):\n", + " for coord_idx, xyz in enumerate(bar):\n", + " for i, delta in enumerate([delta_x, delta_y, delta_z]):\n", + " param_min[bar_idx][coord_idx][i] -= delta\n", + " param_max[bar_idx][coord_idx][i] += delta\n", + "param_min = param_min.flatten()[:, None]\n", + "param_max = param_max.flatten()[:, None]\n", + "\n", + "# A placeholder is used for constraint\n", + "num_constraints = 0\n", + "g = np.zeros((0, 1))\n", + "dgdx = np.zeros((0, initial_params.shape[0]))\n", + "\n", + "# initialize the optimizer\n", + "x_update_limit = 0.005\n", "params = initial_params.copy()\n", "loss_hist = []\n", "params_hist = []\n", "aux_hist = []\n", + "optimizer = MMAOptimizer(initial_params[:,None], param_min, param_max, num_constraints, x_update_limit=x_update_limit)\n", "\n", "\n", "for i in range(n_steps):\n", " (loss_value, aux), grads = grad_fn(params, iteration=i)\n", - " aux_hist.append(aux)\n", - "\n", - " print(grads)\n", + " print(loss_value)\n", " print(params)\n", - "\n", - " updates, opt_state = optmizer.update(\n", - " grads, opt_state, params, value=loss_value, grad=grads, value_fn=loss\n", - " )\n", - " params = optax.apply_updates(params, updates)\n", - "\n", - " # # Ensure parameters are within bounds\n", - " params = params.at[::3].set(initial_params.at[::3].get())\n", - "\n", - " # params = params.at[1::3].set(\n", - " # jnp.clip(params[1::3], -Ly / 2 + bar_radius, Ly / 2 - bar_radius)\n", - " # )\n", - "\n", - " # params = params.at[2::3].set(\n", - " # jnp.clip(params[2::3], -Lz / 2 + bar_radius, Lz / 2 - bar_radius)\n", - " # )\n", - "\n", + " print(grads)\n", + " np_grads = np.array(grads[:,None])\n", + " np_params = np.array(params[:,None])\n", + " np_params = optimizer.calculate_next_x(loss_value, np_grads, g, dgdx, i+1, np_params)\n", + " params = jnp.array(np_params.flatten())\n", + " \n", " loss_hist.append(loss_value)\n", " params_hist.append(params)\n", + " aux_hist.append(aux)\n", + "\n", "\n", " print(f\"Iteration {i + 1}, Loss: {loss_value:.4f}\")" ] }, + { + "cell_type": "markdown", + "id": "b1af1ce9-5b8d-4afe-9d19-a92a3d1728a9", + "metadata": {}, + "source": [ + "### Optimization Postprocess" + ] + }, { "cell_type": "code", - "execution_count": 379, + "execution_count": 20, "id": "255d780e", - "metadata": {}, + "metadata": { + "scrolled": true + }, "outputs": [ { "data": { @@ -2017,13 +1805,13 @@ "Text(0.5, 1.0, 'Compliance over Optimization')" ] }, - "execution_count": 379, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -2042,23 +1830,29 @@ }, { "cell_type": "code", - "execution_count": 380, + "execution_count": 21, "id": "a2a2a6b1", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "outputs": [], "source": [ "for i in range(n_steps):\n", - " mesh = aux_hist[i][\"hex_mesh\"]\n", - " rho_dot = grad_storage[i + 3000][1][: len(mesh[\"faces\"])][:, 0]\n", + " mesh = hex_mesh\n", + " rho_dot = grad_storage[i + 2000][1][: len(mesh[\"faces\"])]\n", " pv_mesh = hex_to_pyvista(\n", - " mesh[\"points\"], mesh[\"faces\"], {\"rho\": mesh[\"rho\"], \"rho_dot\": rho_dot}\n", + " mesh[\"points\"], mesh[\"faces\"], {\"rho\": aux_hist[i][\"rho_grid\"].T.flatten(), \"rho_dot\": rho_dot.T.flatten()}\n", " )\n", " pv_mesh.save(f\"vtks/fem_shapeopt_mesh{i + 1}.vtk\")" ] }, { "cell_type": "code", - "execution_count": 381, + "execution_count": 22, "id": "bd470372", "metadata": {}, "outputs": [], @@ -2084,33 +1878,13 @@ "\n", "ani.save(\"rho_bars_optim.gif\", writer=\"pillow\", fps=10)" ] - }, - { - "cell_type": "code", - "execution_count": 382, - "id": "dfd2674e", - "metadata": {}, - "outputs": [], - "source": [ - "# lets visualize the 3d meshes over the optimization\n", - "for i, aux in enumerate(aux_hist):\n", - " plot_mesh(aux[\"surface_mesh\"], save_path=f\"tmp_img/mesh_optim_{i:03d}.png\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1fb7d43f", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "fem", + "display_name": "tesseract-jax", "language": "python", - "name": "python3" + "name": "tesseract-jax" }, "language_info": { "codemirror_mode": { @@ -2122,7 +1896,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.13.9" + "version": "3.13.5" } }, "nbformat": 4, diff --git a/examples/ansys/pymapdl_tess/tesseract_api.py b/examples/ansys/pymapdl_tess/tesseract_api.py index b405da2..8b5c0b0 100644 --- a/examples/ansys/pymapdl_tess/tesseract_api.py +++ b/examples/ansys/pymapdl_tess/tesseract_api.py @@ -53,10 +53,10 @@ class HexMesh(BaseModel): description="Array of hexahedral faces defined by indices into the points array." ) n_points: Int32 = Field( - default=0, description="Number of valid points in the points array." + default = 0, description="Number of valid points in the points array." ) n_faces: Int32 = Field( - default=0, description="Number of valid faces in the faces array." + default = 0, description="Number of valid faces in the faces array." ) @@ -158,12 +158,15 @@ def __init__(self, inputs: InputSchema, mapdl: Mapdl) -> None: # Extract input parameters self.rho = inputs.rho - self.hex_mesh = inputs.hex_mesh self.dirichlet_mask = inputs.dirichlet_mask self.dirichlet_values = inputs.dirichlet_values self.van_neumann_mask = inputs.van_neumann_mask self.van_neumann_values = inputs.van_neumann_values self.hex_mesh = inputs.hex_mesh + if self.hex_mesh.n_faces == 0: + self.hex_mesh.n_faces = self.hex_mesh.faces.shape[0] + if self.hex_mesh.n_points == 0: + self.hex_mesh.n_points = self.hex_mesh.points.shape[0] self.E0 = inputs.E0 self.rho_min = inputs.rho_min self.p = inputs.p @@ -669,4 +672,9 @@ def vector_jacobian_product( def abstract_eval(abstract_inputs): """Calculate output shape of apply from the shape of its inputs.""" - return {"compliance": ShapeDType(shape=(), dtype="float32")} + n_faces = abstract_inputs.hex_mesh.faces.shape[0] + return { + "compliance": ShapeDType(shape=(), dtype="float32"), + "strain_energy": ShapeDType(shape=(n_faces,), dtype="float32"), + "sensitivity": ShapeDType(shape=(n_faces,), dtype="float32"), + }