From ebdb0ab0dc8bff8bb6ec9c5606cc0800356f072c Mon Sep 17 00:00:00 2001 From: Wenqing Wang Date: Thu, 12 Sep 2024 17:32:16 +0200 Subject: [PATCH 1/4] [Bbar#M] Result comparison in the Jupyter Notebook test of the membrane example. --- .../CooksMembrane/CooksMembraneBbar.ipynb | 153 +++++++----------- 1 file changed, 59 insertions(+), 94 deletions(-) diff --git a/Tests/Data/Mechanics/CooksMembrane/CooksMembraneBbar.ipynb b/Tests/Data/Mechanics/CooksMembrane/CooksMembraneBbar.ipynb index 692da7984aa..4bf0dde7fd0 100644 --- a/Tests/Data/Mechanics/CooksMembrane/CooksMembraneBbar.ipynb +++ b/Tests/Data/Mechanics/CooksMembrane/CooksMembraneBbar.ipynb @@ -57,14 +57,20 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 11, "id": "f0ae03a5-4cb3-43aa-91f1-5f25e2de61bc", "metadata": {}, "outputs": [], "source": [ "import os\n", + "import xml.etree.ElementTree as ET\n", "from pathlib import Path\n", "\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.tri as tri\n", + "import numpy as np\n", + "import pyvista as pv\n", + "import vtuIO\n", "from ogs6py.ogs import OGS\n", "\n", "out_dir = Path(os.environ.get(\"OGS_TESTRUNNER_OUT_DIR\", \"_out\"))\n", @@ -74,19 +80,7 @@ }, { "cell_type": "code", - "execution_count": 37, - "id": "35a460be-3080-4f1f-9285-9e682fe20d38", - "metadata": {}, - "outputs": [], - "source": [ - "import xml.etree.ElementTree as ET\n", - "\n", - "import pyvista as pv" - ] - }, - { - "cell_type": "code", - "execution_count": 38, + "execution_count": 12, "id": "2bbde8c5-9907-43c2-a26c-61a5ab512a6d", "metadata": {}, "outputs": [], @@ -113,7 +107,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 13, "id": "a6d91f6e-b0b7-4ed0-a673-4cc3581a19bb", "metadata": {}, "outputs": [], @@ -143,30 +137,10 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": null, "id": "37127e0d-10dd-4c7a-b263-0fe3e42b6b64", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "OGS finished with project file output/modified.prj.\n", - "Execution took 0.21584200859069824 s\n", - "OGS finished with project file output/modified.prj.\n", - "Execution took 0.08944129943847656 s\n", - "OGS finished with project file output/modified.prj.\n", - "Execution took 0.09354853630065918 s\n", - "OGS finished with project file output/modified.prj.\n", - "Execution took 0.10343599319458008 s\n", - "OGS finished with project file output/modified.prj.\n", - "Execution took 0.1191704273223877 s\n", - "OGS finished with project file output/modified.prj.\n", - "Execution took 0.1564652919769287 s\n", - "[0.0021645867841231024, 0.0022603329644579387, 0.0023752958560671676, 0.002519725590136147, 0.00265152941337909, 0.0028682896170252165]\n" - ] - } - ], + "outputs": [], "source": [ "mesh_names = [\n", " \"mesh.vtu\",\n", @@ -190,35 +164,27 @@ " uy_at_top = run_single_test(mesh_name, output_prefix)\n", " uys_at_top_non_bbar.append(uy_at_top)\n", "\n", - "print(uys_at_top_non_bbar)" + "expected_uys_at_top_non_bbar = np.array(\n", + " [\n", + " 0.002164586784123102,\n", + " 0.0022603329644579383,\n", + " 0.002375295856067169,\n", + " 0.002519725590136146,\n", + " 0.0026515294133790837,\n", + " 0.002868289617025223,\n", + " ]\n", + ")\n", + "np.testing.assert_allclose(\n", + " actual=uys_at_top_non_bbar, desired=expected_uys_at_top_non_bbar, atol=1e-10\n", + ")" ] }, { "cell_type": "code", - "execution_count": 41, + "execution_count": null, "id": "99c34461-1d0a-42f7-a716-86e9bac7c046", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "OGS finished with project file output/modified.prj.\n", - "Execution took 0.07093119621276855 s\n", - "OGS finished with project file output/modified.prj.\n", - "Execution took 0.07613062858581543 s\n", - "OGS finished with project file output/modified.prj.\n", - "Execution took 0.08341574668884277 s\n", - "OGS finished with project file output/modified.prj.\n", - "Execution took 0.10603880882263184 s\n", - "OGS finished with project file output/modified.prj.\n", - "Execution took 0.12837624549865723 s\n", - "OGS finished with project file output/modified.prj.\n", - "Execution took 0.16935420036315918 s\n", - "[0.006798855415340229, 0.007728027781081195, 0.00787252293068606, 0.007934707855031697, 0.007963259983774562, 0.007989988696891803]\n" - ] - } - ], + "outputs": [], "source": [ "output_prefices = [\n", " \"cooks_membrane_sd_edge_div_4\",\n", @@ -234,19 +200,29 @@ " uy_at_top = run_single_test(mesh_name, output_prefix, \"true\")\n", " uys_at_top_bbar.append(uy_at_top)\n", "\n", - "print(uys_at_top_bbar)" + "expected_uys_at_top_bbar = np.array(\n", + " [\n", + " 0.0069574713856979,\n", + " 0.007772616910217863,\n", + " 0.007897597955618913,\n", + " 0.007951479575082158,\n", + " 0.007976349858390623,\n", + " 0.007999718483861992,\n", + " ]\n", + ")\n", + "\n", + "np.testing.assert_allclose(\n", + " actual=uys_at_top_bbar, desired=expected_uys_at_top_bbar, atol=2e-4\n", + ")" ] }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 16, "id": "7c55e390-e329-45ac-b3d0-b4f785059672", "metadata": {}, "outputs": [], "source": [ - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "\n", "ne = [4, 10, 15, 20, 25, 30]\n", "\n", "\n", @@ -291,13 +267,13 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 17, "id": "96ac5068-feae-4c82-90d9-ee4535b08291", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -320,16 +296,13 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 18, "id": "2199724b-4bb3-4184-8e77-c40fc5c87832", "metadata": { "tags": [] }, "outputs": [], "source": [ - "import matplotlib.tri as tri\n", - "import vtuIO\n", - "\n", "nedges = [\"4\", \"10\", \"15\", \"20\", \"25\", \"30\"]\n", "\n", "\n", @@ -365,13 +338,13 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 19, "id": "79199f70-9d17-42f8-83b6-6223247e7080", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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", 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", 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", + "image/png": 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", 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", + "image/png": 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", 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", 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", 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", 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", 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" ] @@ -445,13 +418,13 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 20, "id": "c65992aa-5533-4eea-9568-eb9d0226439e", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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", 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//hwWFhZwc3Nr1SfyVlZWuHLlCmJiYhATE4PKykp06dIFGzZsQFRUlMzt7ty5EwMGDMDOnTuRlJSEhoYG2NvbY+DAgQI3XcvzWGm4ubnh1q1bWL16NZYvX46ysjK0b98e3bt3590HIK3w8HDcvXsXS5cuRUVFBRiGAcMw8PX1xf79+/Hdd9/h+fPnsLS0xHvvvYcDBw7AysqqxXYXLFiAqqoqLFy4kBd0T548iYEDByr0fADI3Pc5c+YAaAzoEyZMgJOTE5YuXYqcnBy+m5v19PRw/PhxfPnll/jmm2+QkJAAfX19vPXWW/Dz8+NbCrWhoQH19fW8PUTEuXv3LiZNmsRXxr0HyM/Pj68Py5Ytg6mpKbZt24ZNmzbB1tYW0dHRWLZsmSRfIkIIIUTnsBhGDlsHE0Lk4vHjx3B2dsbGjRuxaNEiVXeHEEIIIQSADqyeRAghhBBCCGkdCg2EEEIIIYQQsWh6EiGEEEIIIUQsutJACCGEEEIIEYtCAyGEEEIIIUQsCg2EEEIIIYQQsSg0EEIIIYQQQsSi0EAIIYQQQggRi0IDIYQQQgghRCwKDYQQQgghhBCxKDQQQgghhBBCxKLQQAghhBBCCBGLQgMhhBBCCCFELAoNhBBCCCGEELEoNBBCCCGEEELEotBACCGEEEIIEYtCAyGEEEIIIUQsCg2EEKW4cOECxowZA3t7e7BYLBw9elSq4+Pi4sBisQQe7dq1U0yHCSGEEMJDoYEQohSvX7/G22+/ja1bt8p0/KJFi1BSUsL3cHNzw6RJk+TcU0IIIYQ0R6GBEKIUgYGBWLNmDSZMmCD09ZqaGixevBidOnVCu3bt4OXlhezsbN7rJiYmsLW15T3++usv3Lt3D3PmzFHSGRBCCCG6S1/VHSCEEACYNWsWHj9+jJSUFNjb2yM9PR0BAQG4c+cOunfvLlB/z5496NGjB3x9fVXQW0IIIUS30JUGQojK/f777zh06BAOHz4MX19fdO3aFYsWLcJ7772Hffv2CdSvrq7Gf/7zH7rKQAghhCgJXWkghKjcrVu3wDAMevTowVdeXV0NCwsLgfpHjhzBy5cvMX36dGV1kRBCCNFpFBoIISrX0NAAPT093Lx5E3p6enyvmZiYCNTfs2cPRo8eDVtbW2V1kRBCCNFpFBoIISrXr18/1NfXo6ysrMV7FAoKCnD+/HkcP35cSb0jhBBCCIUGQohSvHr1Cg8fPuQ9LygoQF5eHjp27IgePXpg2rRpmD59Oj7//HP069cP5eXlOHfuHHr37o2goCDecXv37oWdnR0CAwNVcRqEEEKITmIxDMOouhOEEO2XnZ2NIUOGCJTPmDED+/fvR21tLdasWYMDBw6guLgYFhYW8Pb2xsqVK9G7d28AjdOYHB0dMX36dKxdu1bZp0AIIYToLJlWT0pKSoKzszPYbDY8PDxw8eJFsfVzcnLg4eEBNpuNLl26YMeOHQJ1Xrx4gU8++QR2dnZgs9lwdXVFRkaGLN0jhKihwYMHg2EYgcf+/fsBAAYGBli5ciUKCgpQU1ODkpISHDlyhBcYAKBNmzYoKiqSe2BISEgAi8VCRESEyDrZ2dlCd6T+9ddf5doXdUZjPyFEWyhiPEtLS4ObmxuMjIzg5uaG9PR0vtfr6uqwfPlyODs7w9jYGF26dMGqVavQ0NAg13NTGEZKKSkpjIGBAbN7927m3r17THh4ONOuXTvmyZMnQus/evSIadu2LRMeHs7cu3eP2b17N2NgYMB8//33vDrV1dWMp6cnExQUxFy6dIl5/Pgxc/HiRSYvL0/a7hFCiFR++uknxsnJienTpw8THh4ust758+cZAMz9+/eZkpIS3qOurk55nVUhGvsJIdpCEePZlStXGD09PSY+Pp7Jz89n4uPjGX19febq1au8OmvWrGEsLCyYEydOMAUFBczhw4cZExMTJjExUeHnLA9Sh4Z3332XCQsL4ytzcXFhoqOjhdZfvHgx4+Liwlf20UcfMQMGDOA93759O9OlSxempqZG2u4QQojMXr58yXTv3p3Jyspi/Pz8JAoNz58/V1r/1AmN/YQQbaGI8Wzy5MlMQEAAX52RI0cyU6ZM4T0fNWoUM3v2bL46EyZMYD788EOZzkPZpLoRuqamBjdv3kR0dDRfub+/P65cuSL0GA6HA39/f76ykSNHIjk5GbW1tTAwMMDx48fh7e2NTz75BMeOHYOVlRWmTp2KJUuWCCy/yFVdXY3q6mre84aGBjx79gwWFhZgsVjSnBYhRMEYhsHLly9hb2+PNm2knxVZVVWFmpoaid6n+c+/kZERjIyMhNb/5JNPMGrUKAwfPhxr1qyRqC/9+vVDVVUV3NzcsHz5cqH3aWgbGvsJIbJqzfiviLFfUeMZh8NBZGSkQJ3ExETe8/feew87duzAb7/9hh49euD27du4dOkSXx11JlVoKC8vR319PWxsbPjKbWxsUFpaKvSY0tJSofXr6upQXl4OOzs7PHr0COfOncO0adOQkZGBBw8e4JNPPkFdXR0+++wzoe0mJCRg5cqV0nSfEKJiRUVFeOutt6Q6pqqqCp07t8Pff7c859PExASvXr3iK4uNjUVcXJxA3ZSUFNy6dQvXr1+XqB92dnbYtWsXPDw8UF1djW+++QbDhg1DdnY2Bg0aJFEbmorGfkJIa0k7/ldVVcHJ2Bl/QfgY05Q0Y7+ixjNRdZq2uWTJElRUVMDFxQV6enqor6/H2rVr8cEHH7R4jupApiVXm6c5YQmvpfpNyxsaGmBtbY1du3ZBT08PHh4e+PPPP7Fx40aRvzhiYmIQFRXFe15RUYHOnTujqKgIZmZmspwWIURG7t9+Ifb1hn+qUBy1DqamplK3XVNTg7//bkD2NWuYmIgeZ169YjDYq0xgDBD2SVNRURHCw8ORmZkJNpstUT969uyJnj178p57e3ujqKgImzZt0vrQwEVjPyGkuVfm4l9/iUq4wEHq8b+mpgZ/oRS/ogimEP2z/RKVcHnlINHY35S8xzNJ2kxNTcXBgwfx7bffolevXsjLy0NERATs7e0xY8YMsf1VB1KFBktLS+jp6QkksbKyMoF0xWVrayu0vr6+PiwsLAA0foJnYGDAdzna1dUVpaWlqKmpgaGhoUC7oi47mZmZ0S8OQhTM6ev1fM/bGEv2h3drpo+YmLBgYiru0nbjlQhJxoCbN2+irKwMHh4evLL6+npcuHABW7duRXV1tcjpMU0NGDAABw8elKj/mozGfkIIAEz77xC+s0mZpD91so7/pjCDmQTvIukYoKjxTFSdpm3++9//RnR0NKZMmQIA6N27N548eYKEhASNCA1STS4zNDSEh4cHsrKy+MqzsrLg4+Mj9Bhvb2+B+pmZmfD09ISBgQEAYODAgXj48CHfklO//fYb7OzshP7SIIQoj9PX6wUemm7YsGG4c+cO8vLyeA9PT09MmzYNeXl5EgUGAMjNzYWdnZ2Ce6t6NPYTopumsfgfXB+prkutpqjxTFSdpm2+efNG4L4OPT09jVlyVerpSVFRUQgNDYWnpye8vb2xa9cuFBYWIiwsDEDjpePi4mIcOHAAABAWFoatW7ciKioK8+bNA4fDQXJyMg4dOsRr8+OPP8ZXX32F8PBw/Otf/8KDBw8QHx+PhQsXyuk0CSGSkncocHrrb9S9rkaRXFttHVNTU7i7u/OVtWvXDhYWFrzy5mNZYmIinJyc0KtXL9TU1ODgwYNIS0tDWlqa0vuvCjT2E6L9punIWgKKGM/Cw8MxaNAgrF+/HsHBwTh27BjOnDmDS5cu8eqMGTMGa9euRefOndGrVy/k5uZi8+bNmD17tnK/ADKSOjSEhITg6dOnWLVqFUpKSuDu7o6MjAw4OjoCAEpKSlBYWMir7+zsjIyMDERGRmLbtm2wt7fHli1bMHHiRF4dBwcHZGZmIjIyEn369EGnTp0QHh6OJUuWyOEUCSHiKOrKgdNbfyukXWVpPpbV1NRg0aJFKC4uhrGxMXr16oWTJ08iKChIhb1UHhr7CdEurOHA1LOq7oVqKGI88/HxQUpKCpYvX44VK1aga9euSE1NhZeXF6/OV199hRUrVmD+/PkoKyuDvb09PvroI5H3cKkbFsO9k0PDVVZWwtzcHBUVFTSvlRARFD21SFRQqHtdjcvBW2X6+eT+bN+4ayP2noZXLxvg2esvGgN0DI39hEiGNVywrDWhYWfLVQAAlahEJ0j/M8r92S5Ghdh7GmRtn0hPptWTCCGaQRn3H2j6FQVCCNFGwkICIa1BoYEQLaGKG5QpMBBCiOpRQCDKQKGBEA3Vc3Xj3gjVnVveLVPeKCwQQojqUEggqkChgRANwQ0JTVFgIIQQ7cZ6qOoeENKIQgMhakhYQGiOAgMhhGgfZYaEb4fp7gpKRHoUGghRA5KEhKYoMBBCiHbQ1CsJH0HyFZSIdqDQQIiSSRsQmlN2YKCwQAgh8qGpAYEQgEIDIQrX2pDQlDIDA4UFQghpHRY+Bx5+qupuECIXFBoIkTN5hgQuCguEEKLeWPhc1V0gRKEoNBDSCooICM0pKzBQWCCEEMmpNCTsABCmurcnuolCAyFSUEZI4KKrC4QQoj7oSgLRdW1U3QFC1FnP1V/wPZSFAgMhhKgOC58LPGTWjcKGOkpKSoKzszPYbDY8PDxw8eJFsfVzcnLg4eEBNpuNLl26YMeOHQJ10tLS4ObmBiMjI7i5uSE9PZ3vdScnJ7BYLIHHJ598ItdzUxS60kDIfykzFIhCKyMRQojy0VUE2WjqsqupqamIiIhAUlISBg4ciJ07dyIwMBD37t1D586dBeoXFBQgKCgI8+bNw8GDB3H58mXMnz8fVlZWmDhxIgCAw+EgJCQEq1evxvjx45Geno7Jkyfj0qVL8PLyAgBcv34d9fX1vHZ/+eUXjBgxApMmTVLOibcSXWkgOktVVxGEqe5cQ4FBibZv344+ffrAzMwMZmZm8Pb2xqlTp8QeI8mnTIQQ9dcBLL4HBQbds3nzZsyZMwdz586Fq6srEhMT4eDggO3btwutv2PHDnTu3BmJiYlwdXXF3LlzMXv2bGzatIlXJzExESNGjEBMTAxcXFwQExODYcOGITExkVfHysoKtra2vMeJEyfQtWtX+Pn5KfqU5YKuNBCdoOpQIIwqNmjj0uXAAABvvfUW1q1bh27dugEAvv76awQHByM3Nxe9evUSqC/Jp0yEEPXUASxVd4EoQWVlJd9zIyMjGBkZCdSrqanBzZs3ER0dzVfu7++PK1euCG2bw+HA39+fr2zkyJFITk5GbW0tDAwMwOFwEBkZKVCnaWho3o+DBw8iKioKLJZmfI9SaCBaSR1DAheFBdUbM2YM3/O1a9di+/btuHr1qtDQ0PRTJgBwdXXFjRs3sGnTJgoNhKgZtQwJ3Wi/BllFADAQ83rtf//r4ODAVx4bG4u4uDiB+uXl5aivr4eNjQ1fuY2NDUpLS4W+R2lpqdD6dXV1KC8vh52dncg6oto8evQoXrx4gZkzZ4o+OTVDoYFoBXUOCVyqDAsABQZR6uvrcfjwYbx+/Rre3t5C60jyKRMhRPnUMiAoi5yWXf12GDD1bOvbUbWioiKYmZnxngu7ytBU80/3GYYR+4m/sPrNy6VpMzk5GYGBgbC3txfbT3VCoYFoHE0ICE2pOiwAuhUYJL1EfefOHXh7e6OqqgomJiZIT0+Hm5ub0DYl+ZSJEKJ4iggJ7bEIL7Cp5YpErXHvUWuJpaUl9PT0BK4AlJWVCYzzXLa2tkLr6+vrw8LCQmwdYW0+efIEZ86cwZEjR1rsrzqh0EDUnqaFBC51CAuA9gSGoy/fBpsR/Yl+1ataAJkSX6Lu2bMn8vLy8OLFC6SlpWHGjBnIyckRGRwk+ZSJECI/On0VQYNo2gpKhoaG8PDwQFZWFsaPH88rz8rKQnBwsNBjvL298cMPP/CVZWZmwtPTk3el2dvbG1lZWXz3NWRmZsLHx0egvX379sHa2hqjRo2SxykpDYUGolY0NSA0pS5hAdCewCANSS9RGxoa8m6E9vT0xPXr1/Hll19i507BX3+SfMpECGkdCglEWaKiohAaGgpPT094e3tj165dKCwsRFhY43yvmJgYFBcX48CBAwCAsLAwbN26FVFRUZg3bx44HA6Sk5Nx6NAhXpvh4eEYNGgQ1q9fj+DgYBw7dgxnzpzBpUuX+N67oaEB+/btw4wZM6Cvr1l/hmtWb4nW0YaQAKhXUODSxcAASH6JujmGYVBdXS30NUk+ZSKESCe1SUiQw9T8VqEpSrolJCQET58+xapVq1BSUgJ3d3dkZGTA0dERAFBSUoLCwkJefWdnZ2RkZCAyMhLbtm2Dvb09tmzZwrcQho+PD1JSUrB8+XKsWLECXbt2RWpqKm+PBq4zZ86gsLAQs2fPVs7JyhGFBqJU2hISuNQxLAC6GxgktXTpUgQGBsLBwQEvX75ESkoKsrOzcfr0aQCyfcpECBEtla4i0ApKamb+/PmYP3++0Nf2798vUObn54dbt26JbfP999/H+++/L7aOv78/b3qrppFpczd5b729f/9+odtqV1VVydI9oiaab56mTYFBFZuxScLprb8pMEjgr7/+QmhoKHr27Ilhw4bh2rVrOH36NEaMGAFA9KdM2dnZ6Nu3L1avXi3wKZMuoLGfSCoVLL5HS2irRELUn9RXGhSx9TbQOKXg/v37fMey2WwZTomoijaFAlHUMShwUViQXHJystjXZf2USZvR2E9EkddVBDmtICozmqJEiHhSh4amW28Djdtm//jjj9i+fTsSEhIE6ku6KRKLxYKtra2Mp0GUTRcCApc6BwUuCgxE0WjsJ1w01Yg0p2krKBHZSBUaFLX1NgC8evUKjo6OqK+v513+79evn8i+VFdX89202HxtdiJfuhQSuDQhLAAUGIji0div25QZElR9tUHj0BeMKJFUoUFRW2+7uLhg//796N27NyorK/Hll19i4MCBuH37Nrp37y603YSEBKxcuVKa7hMp6GJIADQnKAAUFojy0NivO+gqgm7Sll2hiWLJtHqSvLfeHjBgAAYMGMB7feDAgejfvz+++uorbNmyRWibMTExiIqK4j2vrKwU2NSJSEZXA0JTFBYIaRmN/dpHHUOCKj88V/h9DbSCEtFgUoUGRW293VybNm3wzjvv4MGDByL7YmRkJHLTJiIehYRGmhQUuCgwEFWgsV87qGNAIIQo3qtXr9DQ0MBXJst+RlKFBkVtvd0cwzDIy8tD7969pekeEYICgiAKC4RIh8Z+zaTJIYGm6hPSOgUFBViwYAGys7P5lrHmXiGur6+Xuk2ppycpYuvtlStXYsCAAejevTsqKyuxZcsW5OXlYdu2bVKfkK6jkCCcJgYFgMICUR809muArMaQkDpCxf3QcLT0KtEG06ZNAwDs3bsXNjY2YqeSSkrq0KCIrbdfvHiB//u//0NpaSnMzc3Rr18/XLhwAe+++26rT1DbUUgQTVODAkBhgagfGvvVTJbmXkWQFF1t0Cy07Kp6+fnnn3Hz5k307NlTbm2yGE3dy7qZyspKmJubo6KiQqZ5WpqAAoJkKCyon7rX1bgcvFWmn0/uz/byq/5gmwif1gIAVa9qsWZAplaNAa9fv0ZOTg4KCwtRU8P/fb1w4UIV9Uq96MLYD0CmkKANVxxUFRoUfqVBnjdDy+mLJI/Vk4SFhkpUohOk/xnl/mxPQgUMIPq4WlTisAzta7shQ4Zg2bJlGD58uNzalGn1JKIcFBIkp8lBAdDesAAAI2x/RdWrWlxWdUc0TG5uLoKCgvDmzRu8fv0aHTt2RHl5Odq2bQtra2sKDdpMTlcRQrK0IziQFtAlGZkkJSVh48aNKCkpQa9evZCYmAhfX1+R9XNychAVFYW7d+/C3t4eixcv5k3P5EpLS8OKFSvw+++/o2vXrli7di3ffWAAUFxcjCVLluDUqVP4559/0KNHDyQnJ8PDw0Ou57dnzx6EhYWhuLgY7u7uAveS9enTR+o2KTSoCQoI0tP0oABod1gAGgMDkU1kZCTGjBmD7du3o3379rh69SoMDAzw4YcfIjw8XNXdI/KkwKlGFBwIEZSamoqIiAgkJSVh4MCB2LlzJwIDA3Hv3j107txZoH5BQQGCgoIwb948HDx4EJcvX8b8+fNhZWXFm3LJ4XAQEhKC1atXY/z48UhPT8fkyZNx6dIleHl5AQCeP3+OgQMHYsiQITh16hSsra3x+++/o3379nI/x7///hu///47Zs2axStjsVituhGapiepCIUE2VFYUG/CgkJrpg7p6vSk9u3b49q1a+jZsyfat28PDocDV1dXXLt2DTNmzMCvv1IgAzRv7AegkvsRNDk4aOUUJXnv1aAmU5Q0ZXqSl5cX+vfvj+3bt/PKXF1dMW7cOCQkJAjUX7JkCY4fP478/HxeWVhYGG7fvg0OhwOg8b6vyspKnDp1ilcnICAAHTp04C0AER0djcuXL+PixYsS9bM13Nzc4OrqisWLFwu9EZp7P5o06EqDknjO3cxf4Kj9N7HJEwUF9UVXExTDwMCAN8jb2NigsLAQrq6uMDc357vhmKg5Nblhma44EG1XWVnJ91zUni41NTW4efMmoqOj+cr9/f1x5coVoW1zOBz4+/vzlY0cORLJycmora2FgYEBOBwOIiMjBeokJibynh8/fhwjR47EpEmTkJOTg06dOmH+/PmYN2+eNKcqkSdPnuD48ePo1q2b3Nqk0KAAAgGByIzCgnqioKB4/fr1w40bN9CjRw8MGTIEn332GcrLy/HNN9/QPgbqTE1CgjAUHIgmOuwH8X+t1gHIgcDO8LGxsYiLixOoXl5ejvr6eoGNKW1sbAQ2pOQqLS0VWr+urg7l5eWws7MTWadpm48ePcL27dsRFRWFpUuX4qeffsLChQthZGSE6dOnizlJ6Q0dOhS3b9+m0KBupA0JL+kqg1jaEBQA7QsL2hYULly4gI0bN+LmzZsoKSlBeno6xo0bJ7J+dnY2hgwZIlCen58PFxcXufcvPj4eL1++BACsXr0aM2bMwMcff4xu3bph3759cn8/IgM1DgiiaGJwoPt8NYcql10tKirim57U0s7xzafrcOf6S1O/eXlLbTY0NMDT0xPx8fEAGj8cunv3LrZv3y730DBmzBhERkbizp076N27t8CN0GPHjpW6TQoNUqKrCIpBQUE9aVtQaOr169d4++23MWvWLL69A1py//59vl9MVlZWcu8bwzAwNzdH27ZtUVdXBysrK2RkZMj9fYiUNDAkCKOJwYGQlpiZmUl0T4OlpSX09PQEriqUlZUJXCngsrW1FVpfX18fFhYWYus0bdPOzg5ubm58dVxdXZGWltZiv6XFXdlp1apVAq8pbUdoXUMhQbEoLKgfbQ4KTQUGBiIwMFDq46ytrRWy0gXX48ePERwcjF9++QVA4yX3I0eOoH///gp7TyKCloQEYSg4qFi3z+V/MzSRiKGhITw8PJCVlcW3HGpWVhaCg4OFHuPt7Y0ffviBrywzMxOenp68T/C9vb2RlZXFd19DZmYmfHx8eM8HDhyI+/fv87Xz22+/yXRTcksaGhrk3iaFhmaGDfnfXfMVXcVf2iKy0ZagAFBY0EX9+vVDVVUV3NzcsHz5cqFTllpjyZIlqKqqwjfffAM2m42NGzciLCwMP/30k1zfhzSjxQGByKY9Fil+kzeiElFRUQgNDYWnpye8vb2xa9cuFBYW8j6dj4mJQXFxMQ4cOACg8VP7rVu3IioqCvPmzQOHw0FycjJvVSQACA8Px6BBg7B+/XoEBwfj2LFjOHPmDC5dusSrExkZCR8fH8THx2Py5Mn46aefsGvXLuzatUu5XwAZ6XRoaBoQiGJRUFBP2hgUJF1BQ1p2dnbYtWsXPDw8UF1djW+++QbDhg1DdnY2Bg0a1Or2uS5evIhDhw7Bz88PAPDuu+/C0dER//zzD4yNjeX2PjqPQoJGXW2g+xpaQF8gqYSEhODp06dYtWoVSkpK4O7ujoyMDN4n/iUlJXyr1Dk7OyMjIwORkZHYtm0b7O3tsWXLFr6prT4+PkhJScHy5cuxYsUKdO3aFampqbw9GgDgnXfeQXp6OmJiYrBq1So4OzsjMTER06ZNU97Jt4JO7dMgTUhQ5FUGXboRmsKCelJ2WJDHPg0Djy2AfjvRP5d1r6txOXirQLmoFTSaYrFYLd4ILcyYMWPAYrFw/PhxqY4Tp02bNigpKeGbB2tiYoJffvkFTk5OcnsfbSHRPg0UEMTSlOCgir+JdW2vhtbu0wAI3gjd2n0a4FcB6Is5rq4SyNGwvVo0lNZeaWjNVQQKDK1DQUF9aeOVheakXUGjNQYMGICDBw/KtU0Wi4U2bdrwlbVp0wZa8vmOclBIIEQm3w6TT3Ag2knrQsPE7p9Cv40h4PKWqruicygsqC9dCAtckq6gIQ+5ubmws7OTa5sMw6BHjx58y/S9evUK/fr14wsTz549k+v7arxz5kA7VXdCM2nKNCWagUNIyzIzMzFkyBCBJVblQetCAwDUtCIw0M3P0tGmoABoV1jQpaAgi1evXuHhw4e85wUFBcjLy0PHjh3RuXNngRvhEhMT4eTkhF69eqGmpgYHDx5EWlqa3JfKoz0YCCGEyCosLAzPnj3DyJEjERwcjKCgILmt+Kd1oaGmh73anpS2TE2ioKC+1DUo/Nv1MNbAXNXd4HPjxg2+lY+ioqIAADNmzMD+/fsFboSrqanBokWLUFxcDGNjY/Tq1QsnT55EUFCQXPs1Y8YMubZHiCQ05WqDsil0BSUdWHbVhAEaKgE1G/612qNHj/Dzzz/j+PHjSExMxOzZszFw4EAEBwdj7Nixrbo3Tl3/vlYJupdBPAoL6kldgwIALOt1AoDgikbqYPDgwWLvE9i/fz/f88WLF2Px4sUK7hUhhGgHE7oNS2X69OmDPn36YPny5fjzzz9x/PhxHD9+HEuWLEGPHj14AcLT01Oqdik0KIEmBwZtCwqA5ocFdQ4JTXEDA5FOly5dJKr36NEjBfeE6BpNuNpA9zWoPwoL6sXe3h5hYWEICwvD69evcfr0aRw7dgwBAQGIiorC0qVLJW6LQsN/KeoqgyYGBgoK6onCgm54/PgxHB0dMXXqVFhbW6u6O4QQIrH/UGBQa+3atcPEiRMxceJENDQ04OnTp1IdT6EBFBi4KCyoH00JCgCFBXlJSUnBvn37sHnzZgQGBmL27NkICgoSWIaVEELUBYUFzdOmTRtYWVlJd4yC+qIRKroa6XxgqO5cw3toE6e3/tbowDDC9lcKDDpq8uTJOHXqFB4+fAgPDw9ERkbirbfeQnR0NB48eKDq7hEtF5Kl6h4QTfIfhgKDLtG5Kw3KWFJVEwKDtoUEgK4qqAKFBcXp1KkTli1bhmXLliEnJwdxcXHYuHEjysvL0aFDB1V3jxCibpR8wweFBd2jM6FBWfsvqHNg0MagAGh2WNDEoMBFgUHxqqqq8P3332Pv3r24du0aJk2ahLZt26q6W4QQHUZhQXfJND0pKSkJzs7OYLPZ8PDwwMWLF8XWz8nJgYeHB9hsNrp06YIdO3aIrJuSkgIWi4Vx48bJ0jUBipyC1Jy6BgZtnH4EaPYUJE2bftTUsl4nKDAo2LVr1/B///d/sLGxwebNmzFhwgQUFxcjJSUFRkaq24BSk8Z+Ijt1n6Ik+rtIMdpjkZLfUX1pU2BQxHiWlpYGNzc3GBkZwc3NDenp6Xyvx8XFgcVi8T1sbW3lel5cenp6KCsrEyh/+vQp9PT0ZGpT6tCQmpqKiIgILFu2DLm5ufD19UVgYCDfJkhNFRQUICgoCL6+vsjNzcXSpUuxcOFCobuoPnnyBIsWLYKvr6/0Z9KMMsMCoJ6BQRvDAjcoaGJY4AYFCgtEnF69emH06NEwNjbGxYsXcevWLSxYsEDlU5I0ZewnhMiftt27oIjxjMPhICQkBKGhobh9+zZCQ0MxefJkXLt2ja+tXr16oaSkhPe4c+eOQs5R1D5E1dXVMDQ0lKlNFiNudyMhvLy80L9/f2zfvp1X5urqinHjxiEhIUGg/pIlS3D8+HHk5+fzysLCwnD79m1wOBxeWX19Pfz8/DBr1ixcvHgRL168wNGjRyXuV2VlJczNzdE3dC30DNnSnJJM1DEkNKWNYUFTaWpIaKq1YYH781lRUQEzMzOZjh14bAH024n+IKDudTUuB2+V6T3USZs2bdCuXTvo6+uDxRI9zjx79kyJvVL/sb8iHTBrJ9u5EeHUec8GZe/VoLBdoeW9I7QcvjBTz/7v3/IICrKO/9zj4FcB6Is5rq4SyJGufUWMZyEhIaisrMSpU6d4dQICAtChQwccOnQIQOOVhqNHjyIvL0+ifspiy5YtAIDIyEisXr0aJiYmvNfq6+tx4cIFPH78GLm5uVK3LdU9DTU1Nbh58yaio6P5yv39/XHlyhWhx3A4HPj7+/OVjRw5EsnJyaitrYWBgQEAYNWqVbCyssKcOXNavEQENCal6upq3nNl7Dir7kEB0K6wQEFB9ejKgvLt27dP1V0QoOtjPyG6SNOuLDQfC4yMjIRO51TUeMbhcBAZGSlQJzExka/swYMHsLe3h5GREby8vBAfHy/xpp6S+OKLLwA0XmnYsWMH31QkQ0NDODk5iZ0qKo5UoaG8vBz19fWwsbHhK7exsUFpaanQY0pLS4XWr6urQ3l5Oezs7HD58mUkJydLlbwSEhKwcuVKabovMwoLykVhQT1QYFCNGTNmqLoLAnR17Nd1mrBDNJE/tQsLXwAwFfP6SwD9AQcHB77i2NhYxMXFCVRX1Hgmqk7TNr28vHDgwAH06NEDf/31F9asWQMfHx/cvXsXFhYWYk5ScgUFBQCAIUOG4MiRI3Kd2irT6knNL5kzDCP2Mrqw+tzyly9f4sMPP8Tu3bthaWkpcR9iYmIQFRXFe15ZWSnwDdNaFBaUS1PDgjYFBYDCAhFNV8Z+QpSm2+fyn6LUCswZVfdAdkVFRXzTk1paNEKe45mkbQYGBvL+3bt3b3h7e6Nr1674+uuv+cY1eTh//rxc2wOkDA2WlpbQ09MTSGJlZWUC6YrL1tZWaH19fX1YWFjg7t27ePz4McaMGcN7vaGhobFz+vq4f/8+unbtKtCuqMtO8qAJYQHQnsBAYUE9UFggomjE2B8JYJeUJ0YIAaDZYYHLzMxMonsaFDGeiasjqk0AaNeuHXr37q2QjTvr6+uxf/9+nD17FmVlZbzxlevcuXNStynV6kmGhobw8PBAVhb/emxZWVnw8fEReoy3t7dA/czMTHh6esLAwAAuLi64c+cO8vLyeI+xY8diyJAhyMvLU+onSC8dWRoRGLRlVSRNXwVJm1BgIOJozNgf1uRBCGkRc0Y7AoM0FDGeiasjqk2g8R6t/Px82NnZyXIqYoWHhyM8PBz19fVwd3fH22+/zfeQhdTTk6KiohAaGgpPT094e3tj165dKCwsRFhY4ygdExOD4uJiHDhwAEDj3eVbt25FVFQU5s2bBw6Hg+TkZN6d5Gw2G+7u7nzv0b59ewAQKFcUTQkK2kITgwKgfVcWAAoLSUlJ2LhxI0pKStCrVy8kJiaKXfYzJycHUVFRuHv3Luzt7bF48WLe2KftNG7sb/q/RdkL+2sRuq9Be+laWGhK3uMZ0PhH+qBBg7B+/XoEBwfj2LFjOHPmDC5dusSrs2jRIowZMwadO3dGWVkZ1qxZg8rKSoXcy5aSkoLvvvsOQUFBcmtT6tAQEhKCp0+fYtWqVSgpKYG7uzsyMjLg6OgIACgpKeFb59bZ2RkZGRmIjIzEtm3bYG9vjy1btmDixIlyOwlZaEJQACgsqANtDAsABQbuOt1JSUkYOHAgdu7cicDAQNy7dw+dO3cWqM9dp3vevHk4ePAgLl++jPnz58PKykqu45m3tzfGjRuHsWPHwtXVVW7ttpZGj/0UILTODtAFJVnpcljgUsR45uPjg5SUFCxfvhwrVqxA165dkZqaCi8vL16dP/74Ax988AHKy8thZWWFAQMG4OrVq7z3lSdDQ0N069ZNrm1KvU+DumppnwZNCQkABQV1QWFBftRxnwZF7TvQWl9//TWOHz+OzMxM2NnZITg4GGPHjsV7770n9iY9XcX73nICzKTerhQUIiSgrlcalBkaFLZPAyDfG6Fb+KKoIjC0ep+GWxWAqZjjXlYC/WX7/aLNPv/8czx69Ahbt26V2+8OmVZP0gSaFBIA7QoKAIUFdaQrVxYkWatbkfsOtNaMGTMwY8YMVFdX4+zZszh27BhCQkJQW1uLUaNGITg4GCNHjkTbtm3l8n46j65CtIimKGk+urqgey5duoTz58/j1KlT6NWrl8DvqCNHjkjdptaFhpcOLOixNSMwaFtQADQ3LGhrUODShsBQ+Kcl2hiL3u294Z8qAJKt1a2odbrlycjICEFBQQgKCsLOnTtx7do1HD9+HJ999hmmTZuGoUOHIiYmBgMHDpTr++o0ChBEy1BY0F3t27fH+PHj5dqm1oUGdaeNQQGgsKAM75vdkrju95X9AWhHWJCWNGt1K2KdbkXx8vKCl5cX1q5di99//x3Hjx9HSUmJwt9XZ3EDBIUHoqEoMOi2ffv2yb1NCg1KoK1BAaCwoCzSBAZu/Z4OfyqoN+pNkrW6FbVOt7J07doVkZGRSn1PQohmoLBAuOrq6pCdnY3ff/8dU6dOhampKf7880+YmZnBxMRE6vYoNCiINgcFgMKCskgbFgDobFiQRtN1uptevs3KykJwcLDQY7y9vfHDDz/wlTVfp5sQQlSJAgPhevLkCQICAlBYWIjq6mqMGDECpqam2LBhA6qqqrBjh/SXUSk0yIG2BwQuTQ0KgOaFBUD6wEBhQTqKWKebEEJUgZHvyppEC4SHh8PT0xO3b9/muxo+fvx4zJ07V6Y2KTRISVcCQlMUFpSLri4oh0bvO0CIktEKSuqJwgIR5dKlS7h8+TIMDQ35yh0dHVFcXCxTmxQaxNDFgNAUhQXlorCgfPPnz8f8+fOFvrZ//36BMj8/P9y6Jf3/p9aoqalBQUEBunbtCn19GrKVLgx0MzRRSxQYiDgNDQ2or68XKP/jjz9gamoqU5uybIWjlao71wg8dJXTW39rbGAYYfurxgWG981uUWAgAt68eYM5c+agbdu26NWrF++qx8KFC7Fu3ToV944Q3dIei1TdBR6mGwUG0rIRI0YgMTGR95zFYuHVq1eIjY1FUFCQTG3q5MdWuhwIRNHUkMCliUFBVhQWdENMTAxu376N7OxsBAQE8MqHDx+O2NhYgY3pCCGKo9AdoaVAYYFI6osvvsCQIUPg5uaGqqoqTJ06FQ8ePIClpaXM9+LpRGigkCCapocFQHMCQ2uCAkBhQdccPXoUqampGDBgAN8+EG5ubvj9999V2DNCiNw8/FSiahQWiLTs7e2Rl5eHQ4cO4datW2hoaMCcOXMwbdo0GBsby9SmVk5PomlGLdPkKUhcmjIVSdbpR01RYNA9f//9N6ytrQXKX79+rZTN5AghqkdTkRQnKSkJzs7OYLPZ8PDwwMWLF8XWz8nJgYeHB9hsNrp06SJ0ydK0tDS4ubnByMgIbm5uSE9PF9leQkICWCwWIiIiWnsqIhkbG2P27NnYunUrkpKSMHfuXJkDA6CFVxpqHGrQBmxVd0MtaXpI4NKUoCAPFBZ01zvvvIOTJ0/iX//6F4D/7Tq9e/dueHt7q7JrhBAloLCgOKmpqYiIiEBSUhIGDhyInTt3IjAwEPfu3UPnzp0F6hcUFCAoKAjz5s3DwYMHcfnyZcyfPx9WVla8FfQ4HA5CQkKwevVqjB8/Hunp6Zg8eTIuXboELy8vvvauX7+OXbt2oU+fPgo9z+LiYly+fBllZWVoaGjge23hwoVSt6d1oYEIorCgPPIKCwAFBl2XkJCAgIAA3Lt3D3V1dfjyyy9x9+5dcDgc5OTkqLp7hBAFobCgeJs3b8acOXN4+xUkJibixx9/xPbt25GQkCBQf8eOHejcuTPvxmJXV1fcuHEDmzZt4oWGxMREjBgxAjExMQAa70vLyclBYmIi3z0Er169wrRp07B7926sWbNGYee4b98+hIWFwdDQEBYWFnxXqFkslkyhQSunJ5H/TT/ShsCgCdOQ5DEFiaunw58UGAh8fHxw+fJlvHnzBl27dkVmZiZsbGzA4XDg4eGh6u4RQhSAAoPsKisr+R7V1dVC69XU1ODmzZvw9/fnK/f398eVK1eEHsPhcATqjxw5Ejdu3EBtba3YOs3b/OSTTzBq1CgMHz5cqvOT1meffYbPPvsMFRUVePz4MQoKCniPR48eydQmXWnQItoQEJrThLAgLxQUSHO9e/fG119/repuEEIUjMKCGF2/AszETDuvrAIAODg48BXHxsYiLi5OoHp5eTnq6+thY2PDV25jY4PS0lKhb1FaWiq0fl1dHcrLy2FnZyeyTtM2U1JScOvWLVy/fl30+cjJmzdvMGXKFLRpI7/rAxQaNJw2BgVAt8ICQIGBCMrIyICenh5GjhzJV/7jjz+ioaEBgYGBKuoZIUReKCzIT1FREczMzHjPjYyMxNZvvqAEwzBiF5kQVr95ubg2i4qKEB4ejszMTLDZir/3ds6cOTh8+LBcl+em0KBhtDUkcKl7WADo6gJRjujoaKGbuDEMg+joaAoNykK7QRMFYSDZcqtEMmZmZnyhQRRLS0vo6ekJXFUoKysTuFLAZWtrK7S+vr4+LCwsxNbhtnnz5k2UlZXxTS+tr6/HhQsXsHXrVlRXV0NPT6/lE5VQQkICRo8ejdOnT6N3794wMDDge33z5s1St0mhQQNoe1AANCMsABQYiPI8ePAAbm5uAuUuLi54+PChCnqkYygsEAWhsKBahoaG8PDwQFZWFsaPH88rz8rKQnBwsNBjvL298cMPP/CVZWZmwtPTk/fHuLe3N7KyshAZGclXx8fHBwAwbNgw3Llzh6+NWbNmwcXFBUuWLJFrYACA+Ph4/Pjjj+jZsycA8VdEJEWhQU3pQlAANCcsALSMKlEuc3NzPHr0CE5OTnzlDx8+RLt27VTTKW1FAYEoCQUG9RAVFYXQ0FB4enrC29sbu3btQmFhIcLCwgA0rnxUXFyMAwcOAADCwsKwdetWREVFYd68eeBwOEhOTuZbFSk8PByDBg3C+vXrERwcjGPHjuHMmTO4dOkSAMDU1BTu7u58/WjXrh0sLCwEyuVh8+bN2Lt3L2bOnCm3Nik0qAldCQlcmhQWAPkEBgoLRBpjx45FREQE0tPT0bVrVwCNgeHTTz/F2LFjVdw7DUchgSgZhQX1EhISgqdPn2LVqlUoKSmBu7s7MjIy4OjoCAAoKSlBYWEhr76zszMyMjIQGRmJbdu2wd7eHlu2bOEttwo0rniXkpKC5cuXY8WKFejatStSU1MF9mhQFiMjIwwcOFCubbIY7p0cGq6yshLm5uZw2B6HNsbqtbmbrgUCcTQtLAAUGOSB+/NZUVEh0ZxTYce29LPd8E8Vij6Ok+k91FFFRQUCAgJw48YNvPXWWwCAP/74A76+vjhy5Ajat2+v2g6qCd73lhNgJmyREAoIcpM6QtU94BemxPd6gU0yHUdhQfbxn3scKta0vHqS+XKtGfvlJSEhASUlJdiyZYvc2pRpHSZ5b7195MgReHp6on379mjXrh369u2Lb775RpauqUTTPRGEPYhm7LXQFHffhdYGBtpzQTusXbsWPj4+aNu2rcR/rM+cORMsFovvMWDAAInf09zcHFeuXMHJkycxf/58fPrppzh79izOnTunssCg9mP/DiEPQlSEAgNRpZ9++glff/01unTpgjFjxmDChAl8D1lIPT1JEVtvd+zYEcuWLYOLiwsMDQ1x4sQJzJo1C9bW1gLLDaoC/eHfOpoWFuSFwoL2qKmpwaRJk+Dt7Y3k5GSJjwsICMC+fft4zw0NDaV6XxaLBX9/f4ENg1RB7cf+L+RxloS0HoUFog7at28vczgQRerpSV5eXujfvz+2b9/OK3N1dcW4ceOEbr29ZMkSHD9+HPn5+byysLAw3L59GxwOR+T79O/fH6NGjcLq1asl6pc8pydRSJAPCguES1umJ+3fvx8RERF48eJFi3VnzpyJFy9e4OjRozK/3+vXr5GTk4PCwkLU1NTwvbZw4UKZ25WFuo/9FemAGd0frlA0PallFBgE0fQk7SHVlQbu1tvNN4qQZevt5ORk1NbWCqwbyzAMzp07h/v372P9+vUi+1JdXc23RXhlZaU0p8JDAUH+NCUs0AZt2qn5WGBkZNTiJj+Kkp2dDWtra7Rv3x5+fn5Yu3YtrK2tJTo2NzcXQUFBePPmDV6/fo2OHTuivLwcbdu2hbW1tVJDgzaO/UQ66hYY1A2FBaKO6urqkJ2djd9//x1Tp06Fqakp/vzzT5iZmcHExETq9qQKDYraehtovOmvU6dOvM0tkpKSMGKE6FEqISEBK1eulKb7FBAUTFfDAkCBQRkMiwyhxxY9vae+qgEA4ODgwFceGxuLuLg4RXZNqMDAQEyaNAmOjo4oKCjAihUrMHToUNy8eVOiEBMZGYkxY8Zg+/btaN++Pa5evQoDAwN8+OGHCA8PV8IZ/I+mj/2EKAqFBaKunjx5goCAABQWFqK6uhojRoyAqakpNmzYgKqqKoF7zCQh05Krith629TUFHl5eXj16hXOnj2LqKgodOnSBYMHDxbaZkxMDKKionjPKysr+f5YoICgXJoQGCgs6IaioiK+S9Si/kCPi4tr8Y/P69evw9PTU6Z+hISE8P7t7u4OT09PODo64uTJkxLNM83Ly8POnTuhp6cHPT09VFdXo0uXLtiwYQNmzJgh97mqktCEsZ8QZaHAQNRZeHg4PD09cfv2bd6u1QAwfvx4zJ07V6Y2pQoNitp6GwDatGmDbt26AQD69u2L/Px8JCQkiPzFIWrKQWf7cui3U81UBF2kCWEBoMCgS8zMzCSa17pgwQJMmTJFbJ3mG6u1hp2dHRwdHfHgwQOJ6hsYGPD+uLaxsUFhYSFcXV1hbm7Ot364MmjC2E+IslBYIJrg0qVLuHz5ssACHI6OjiguLpapTalCg6K23haGYRi+eatE/WhCYKCwQESxtLSEpaWl0t7v6dOnKCoq4k3LaUm/fv1w48YN9OjRA0OGDMFnn32G8vJyfPPNN+jdu7eCe8uPxn5CGlFgIJqioaEB9fX1AuV//PEHTE1NZWpT6n0aoqKisGfPHuzduxf5+fmIjIwU2Hp7+vTpvPphYWF48uQJoqKikJ+fj7179yI5ORmLFi3i1UlISEBWVhYePXqEX3/9FZs3b8aBAwfw4YcfynRSRHG4+y3oYmCgPRd0V2FhIfLy8lBYWIj6+nrk5eXxptRwubi4ID09HQDw6tUrLFq0CBwOB48fP0Z2djbGjBkDS0tLvj+6xYmPj+cFjNWrV8PCwgIff/wxysrKsGvXLvmfZAto7Ce6jMGnFBiIRhkxYgQSExN5z1ksFl69eoXY2FgEBQXJ1KbU9zQoYuvt169fY/78+fjjjz9gbGwMFxcXHDx4kG9OMFEtTQgJTdHKSESePvvsM3z99de85/369QMAnD9/njeN5v79+6ioqAAA6Onp4c6dOzhw4ABevHgBOzs7DBkyBKmpqRJ9wsMwDKysrNCrVy8AgJWVFTIyMuR8VtKhsV936fLKSc8h1ar0hKiNL774AkOGDIGbmxuqqqowdepUPHjwAJaWljh06JBMbUq9T4O64q7nO/DYArqnQY40LSxwySs0UFiQD3ns09B1aTz02KLX6q6vqsLv8Uu1Yq3uhoYGsNls3L17F927d1d1d9Qa7dOgeOoaGhS9TwMFBvmgfRpU559//kFKSgpu3ryJhoYG9O/fH9OmTYOxsbFM7Uk9PYnoBk2ZgiQMBQai6dq0aYPu3bvj6dOnqu4KIWpJkYHhORgKDDogKSkJzs7OYLPZ8PDwwMWLF8XWz8nJgYeHB9hsNrp06SJ0ydK0tDS4ubnByMgIbm5uvCmrXNu3b0efPn14C3Z4e3vj1KlTcj2vpoyNjTFr1ixs3boVSUlJmDt3rsyBAaDQQJrR5LAAyCcw0L0LRB1s2LAB//73v/HLL7+ouiuE6AwKC7ohNTUVERERWLZsGXJzc+Hr64vAwECRK9MVFBQgKCgIvr6+yM3NxdKlS7Fw4UKkpaXx6nA4HISEhCA0NBS3b99GaGgoJk+ejGvXrvHqvPXWW1i3bh1u3LiBGzduYOjQoQgODsbdu3flfo4JCQnYu3evQPnevXvFbqApDk1PIgA0dxpSU60NDBQUFIemJ0mvQ4cOePPmDerq6mBoaCjw6dCzZ89U1DP1QtOTFE8dpyfJ+0oDhQXFUcfpSV5eXujfvz+2b9/OK3N1dcW4ceOQkJAgUH/JkiU4fvw48vPzeWVhYWG4ffs2OBwOgMb7viorK/muHAQEBKBDhw5i7yHo2LEjNm7ciDlz5kjUd0k5OTnh22+/hY+PD1/5tWvXMGXKFBQUFEjdpkybuxHtoumBQV5XFwhRJ1988YXYjdMIIa1HYUF7VFZW8j0XtadLTU0Nbt68iejoaL5yf39/XLlyRWjbHA4H/v7+fGUjR45EcnIyamtrYWBgAA6Hg8jISIE6TVcwaqq+vh6HDx/G69ev4e3t3dLpSa20tFToEt9WVlYoKSmRqU0KDTqMwgKFBaK+Zs6cqeouEKKWVxnkhQKDZjDHcoj7+IQBUAEI7AwfGxuLuLg4gfrl5eWor68X2JjSxsZGYENKrtLSUqH16+rqUF5eDjs7O5F1mrd5584deHt7o6qqCiYmJkhPT4ebm5uYM5SNg4MDLl++DGdnZ77yy5cvw97eXqY2KTToIAoLjSgwEHWmp6eHkpISWFtb85U/ffoU1tbWQjftIYS0jMKCdioqKuKbntTSzvHNr+QyDCP26q6w+s3LJWmzZ8+eyMvLw4sXL5CWloYZM2YgJydH7sFh7ty5iIiIQG1tLYYOHQoAOHv2LBYvXoxPP5VtzxEKDTpE08MCQFcXiO4QdbtZdXU1DA0NldwbQrQDBQbtxV2RqCWWlpbQ09MTuAJQVlYmcKWAy9bWVmh9fX19WFhYiK3TvE1DQ0N069YNAODp6Ynr16/jyy+/xM6dO1vsuzQWL16MZ8+eYf78+aipqQEAsNlsLFmyBDExMTK1SaFBR2h6YKCwQHTFli1bADR+YrVnzx6YmJjwXquvr8eFCxfg4uKiqu4RopEoLBAuQ0NDeHh4ICsrC+PHj+eVZ2VlITg4WOgx3t7e+OGHH/jKMjMz4enpCQMDA16drKwsvvsaMjMzBW5Ebo5hGFRXV8t6OiKxWCysX78eK1asQH5+PoyNjdG9e/cWr8CIQ6FBy1FYaESBgWiKL774AkDjL5IdO3ZAT0+P95qhoSGcnJyErg9OiLxpw/0MFBaIMFFRUQgNDYWnpye8vb2xa9cuFBYWIiyscV2umJgYFBcX48CBAwAaV0raunUroqKiMG/ePHA4HCQnJ/OtihQeHo5BgwZh/fr1CA4OxrFjx3DmzBlcunSJV2fp0qUIDAyEg4MDXr58iZSUFGRnZ+P06dMKO1cTExO88847cmmLQoMW0vSgwEVXF4gu4i6DN2TIEBw5cgQdOnRQcY8I0UwUGIgoISEhePr0KVatWoWSkhK4u7sjIyMDjo6OAICSkhK+PRucnZ2RkZGByMhIbNu2Dfb29tiyZQsmTpzIq+Pj44OUlBQsX74cK1asQNeuXZGamgovLy9enb/++guhoaEoKSmBubk5+vTpg9OnT2PECMUk9OvXr+Pw4cMoLCzkTVHiOnLkiNTtUWjQEtoSFLgoMBBdd/78eVV3gRCNRGGBSGL+/PmYP3++0Nf2798vUObn54dbt8T/bfL+++/j/fffF/l6cnKyVH1sjZSUFEyfPh3+/v7IysqCv78/Hjx4gNLSUr5pWdKg0KDBtC0ocNEmbYQQQmRBgYGQRvHx8fjiiy/wySefwNTUFF9++SWcnZ3x0UcfCd2/QRIUGjSItoYEeaGwQAgh8qHO9zMI2w2awgIh/H7//XeMGjUKQOPys69fvwaLxUJkZCSGDh2KlStXSt0mhQYNoEthQdarDBQYCCFE91BYIES4jh074uXLlwCATp064ZdffkHv3r3x4sULvHnzRqY228izg0S+Rtj+SoGhBT0d/qTAQBRu7Nix6Ny5M9hsNuzs7BAaGoo//xT/fccwDOLi4mBvbw9jY2MMHjwYd+/eVVKPCdF+FBgIEc3X1xdZWVkAgMmTJyM8PBzz5s3DBx98gGHDhsnUJoUGNaRrYQGQPTAQogxDhgzBd999h/v37yMtLQ2///672JvdAGDDhg3YvHkztm7diuvXr8PW1hYjRozgffLTktOnT/Mt1bdt2zb07dsXU6dOxfPnz1t1PoRosudgKDAQ0oKtW7diypQpABqXkF20aBH++usvTJgwQeYbsik0qAluUNC1sCALurpAlC0yMhIDBgyAo6MjfHx8EB0djatXr6K2tlZofYZhkJiYiGXLlmHChAlwd3fH119/jTdv3uDbb7+V6D3//e9/o7KyEgBw584dfPrppwgKCsKjR48QFRUlt3MjpDl1vp8hhMICIRLp2LEj7O3tAQBt2rTB4sWLcfz4cWzevFnmpbzpnoZm6I925ZP0KgMFBSIJ7h/aXEZGRq3aAbO5Z8+e4T//+Q98fHx4O4E2V1BQgNLSUvj7+/P1w8/PD1euXMFHH33U4vsUFBTAzc0NAJCWlobRo0cjPj4et27dQlBQkHxOhhANQWGBkJY1//0njpmZmdTta3VooACg/igwEEmZFjHQMxT9h0N9TeNrDg4OfOWxsbGIi4tr9fsvWbIEW7duxZs3bzBgwACcOHFCZN3S0lIAgI2NDV+5jY0Nnjx5ItH7GRoa8m5WO3PmDKZPnw6g8dMjaX4xEKLJKCwQIrn27duDxWKJrcMwDFgsFurr66VuX+tCwxCb38A2Ef7pH1EvkgQGCgtEWkVFRXyfoIi6yhAXF9fiknPXr1+Hp6cngMbpQnPmzMGTJ0+wcuVKTJ8+HSdOnBA7QDd/jTtYS+K9995DVFQUBg4ciJ9++gmpqakAgN9++w1vvfWWRG0QoskoMBAiHUVvCqp1oYFoBgoMRFHMzMwkuuy6YMEC3k1iojg5OfH+bWlpCUtLS/To0QOurq5wcHDA1atX4e3tLXCcra0tgMYrDk030SkrKxO4+iDK1q1bMX/+fHz//ffYvn07OnXqBAA4deoUAgICJGqDEGmpw/0MFBYIkY2fn59C26fQQJSupcBAYYEoAzcEyIJhGv+oqa6uFvq6s7MzbG1tkZWVhX79+gEAampqkJOTg/Xr10v0Hp07dxY6BeqLL76Qqc+EaAIKDITIz/Pnz5GcnIz8/HywWCy4urpi1qxZ6Nixo0ztybR6UlJSEpydncFms+Hh4YGLFy+KrZ+TkwMPDw+w2Wx06dIFO3bs4Ht99+7d8PX1RYcOHdChQwcMHz4cP/30kyxdIxqMVkUi6uinn37C1q1bkZeXhydPnuD8+fOYOnUqunbtyneVwcXFBenp6QAapyVFREQgPj4e6enp+OWXXzBz5ky0bdsWU6dOleh9b926hTt37vCeHzt2DOPGjcPSpUtRU1Mj35OUEI39RFFCwFBgIEol7/EMaFy0ws3NDUZGRnBzc+P9TuBKSEjAO++8A1NTU1hbW2PcuHG4f/++XM+raX+dnJywZcsWPH/+HM+ePcOWLVvg7OyMnJwcmdqUOjSkpqYiIiICy5YtQ25uLnx9fREYGIjCwkKh9QsKChAUFARfX1/k5uZi6dKlWLhwIdLS0nh1srOz8cEHH+D8+fPgcDjo3Lkz/P39UVxcLNNJEfUl6ioDhQWiroyNjXHkyBEMGzYMPXv2xOzZs+Hu7o6cnBy++yXu37+PiooK3vPFixcjIiIC8+fPh6enJ4qLi5GZmQlTU1OJ3vejjz7Cb7/9BgB49OgRpkyZgrZt2+Lw4cNYvHixfE9SAjT2az9VTU2isECUTRHjGYfDQUhICEJDQ3H79m2EhoZi8uTJuHbtGq9OTk4OPvnkE1y9ehVZWVmoq6uDv78/Xr9+Lfdz/OSTTxASEoKCggIcOXIER44c4f0u+eSTT2Rqk8Vwr7NLyMvLC/3798f27dt5Za6urhg3bhwSEhIE6i9ZsgTHjx9Hfn4+rywsLAy3b98Gh8MR+h719fXo0KEDtm7dylsxpCWVlZUwNzfH8qv+dCO0GmseGigs6Abuz2dFRYXUy7xxj+0buhZ6hmyR9eprqpD3zTKZ3kMdmZub49atW+jatSvWr1+Pc+fO4ccff8Tly5cxZcoUFBUVKbU/6j72V6QDZu2kPCnCR9mhgcKCbpB1/OceZ14BsMQcxlQCFeaQqn1FjGchISGorKzEqVOneHUCAgLQoUMHHDp0SGg//v77b1hbWyMnJweDBg2SqO+SMjY2Rl5eHnr27MlXfv/+ffTt2xf//POP1G1KdaWhpqYGN2/e5Ft7HAD8/f1x5coVocdwOByB+iNHjsSNGzdEboz05s0b1NbWip1zVV1djcrKSr4HUW8UGAiRHMMwaGhoANC45Cp3bwYHBweUl5crtS809hN5oqlIRBGajwui7jlT1Hgmqo6oNgHwrk7Leo+BOP379+cLOVz5+fno27evTG1KdSN0eXk56uvrha49zl2XvLnS0lKh9evq6lBeXs63sghXdHQ0OnXqhOHDh4vsS0JCQovLJRL1RGGBkJZ5enpizZo1GD58OHJycnifiBUUFEi8ApO80NhP5IXCApHWFwDainn9DYDZkHyPHkWNZ6LqiGqTYRhERUXhvffeg7u7u5gzlM3ChQsRHh6Ohw8fYsCAAQCAq1evYtu2bVi3bh1+/vlnXt0+ffpI1KZMqydJu/a4sPrCygFgw4YNOHToELKzs8Fmi56KEBMTg6ioKN7zyspKgW8Yol4oLBAiucTEREybNg1Hjx7FsmXL0K1bNwDA999/Dx8fH5X0icZ+IisKC0TRJN2jh0sR45k0bS5YsAA///wzLl26JLafsvrggw8AQOg9cB988AFYLJbUG71JFRosLS2hp6cnkJrErT1ua2srtL6+vj4sLCz4yjdt2oT4+HicOXOmxdRjZGTU4jcEUR/LeonePZcQIqhPnz58qydxbdy4EXp6ekrtC4392k+R9zNQYCDKIOkePYoaz0TVEdbmv/71Lxw/fhwXLlxQ2GadBQUFcm9TqnsaDA0N4eHhgaysLL7yrKwskZ98eXt7C9TPzMyEp6cnDAz+d8Pyxo0bsXr1apw+fZq3AyvRfMt6naDAQIiMXrx4gT179iAmJgbPnj0DANy7dw9lZWVK7QeN/UQWdO8CUUeKGs9E1WnaJsMwWLBgAY4cOYJz587B2dlZHqcklKOjo8QPSUk9PSkqKgqhoaHw9PSEt7c3du3ahcLCQoSFhQFovHRcXFyMAwcOAGi8u3zr1q2IiorCvHnzwOFwkJyczHcn+YYNG7BixQp8++23cHJy4iU1ExMTmJiYSNtFoiYoLBAiu59//hnDhg1D+/bt8fjxY8ybNw8dO3ZEeno6njx5whtjlYXGfiIpCgpE3SliPAsPD8egQYOwfv16BAcH49ixYzhz5gzf9KNPPvkE3377LY4dOwZTU1PemGdubg5jY2O5n+f9+/fx1Vdf8TZ3c3Fxwb/+9S+BFZUkJXVoCAkJwdOnT7Fq1SqUlJTA3d0dGRkZvKRSUlLCt86ts7MzMjIyEBkZiW3btsHe3h5btmzBxIkTeXWSkpJQU1OD999/n++9RN3EQtQbhQVCWi8qKgqzZs3Chg0b+PZ2CAwMlHiDOHmisZ9IggID0QSKGM98fHyQkpKC5cuXY8WKFejatStSU1Ph5eXFq8Nd0GLw4MF8/dm3bx9mzpwp13P8/vvv8cEHH/CCEdB4I7S7uzu+/fZbTJo0Seo2pd6nQV3RPg2qR2GBiEL7NEiv6T4NpqamuH37Nrp06YInT56gZ8+eqKqqUnUX1QLt09B68rifgcICEaW1+zTsrQDaijnsTSUwW8p9GnRBly5d8OGHH2LVqlV85bGxsfjmm2/w6NEjqduUekdoQoShwECIfLHZbKF7ENy/fx9WVlYq6BEhwlFgIET9lJaWCt0k88MPPxS5DGxLKDSQVqEbnQlRjODgYKxatYq3cRCLxUJhYSGio6P5LokToip0ozMh6mvw4MG4ePGiQPmlS5fg6+srU5sy7dNACEBXFwhRpE2bNiEoKAjW1tb4559/4Ofnh9LSUnh7e2Pt2rWq7h7RErJMTaKgQIj6Gzt2LJYsWYKbN2/ybe52+PBhrFy5EsePH+erKwkKDURqFBYIUTwzMzNcunQJ586dw61bt9DQ0ID+/fuL3S2ZEEWjwECIZpg/fz6AxgUnkpKShL4GQHGbuxHdRmGBEOWoq6sDm81GXl4ehg4diqFDh6q6S0THUVggRLM0NDTIvU26p4FIhAIDIUB1dTX69u0LFouFvLw8sXVnzpwJFovF9+BeIm6Jvr4+HB0dJf70hxBFosBAiHZ48eJFq46n0EDEohudCfmfxYsXw97eXuL6AQEBKCkp4T0yMjIkPnb58uV8O0ETomx0ozMhmmv9+vVITU3lPZ80aRI6duyITp064fbt2zK1SdOTiEgUFgj5n1OnTiEzMxNpaWk4deqURMcYGRnB1tZWpvfbsmULHj58CHt7ezg6OqJdO/5NCG7duiVTu4RwiboJmoICIZpv586dOHjwIAAgKysLZ86cwenTp/Hdd9/h3//+NzIzM6Vuk0IDEUBhgRB+f/31F+bNm4ejR4+ibdu2Eh+XnZ0Na2trtG/fHn5+fli7di2sra0lOjY4OBgsFkvWLhMiEwoMhGiHkpISODg4AABOnDiByZMnw9/fH05OTny7VEuDQgPhobBAtEHzDdGMjIxgZGQkc3sMw2DmzJkICwuDp6cnHj9+LNFxgYGBmDRpEhwdHVFQUIAVK1Zg6NChuHnzpkT9iYuLk7nPhEiLwgIh2qVDhw4oKiqCg4MDTp8+jTVr1gBo/J0m6/1yFBoIAAoMRP2ZFVRDX1/0J+91ddUAwPtkhSs2NlboH+BxcXFYuXKl2Pe8fv06rly5gsrKSsTExEjV35CQEN6/3d3d4enpCUdHR5w8eRITJkxo8fguXbrg+vXrsLCw4Ct/8eIF+vfvj0ePHknVH0JEocBAiPaZMGECpk6diu7du+Pp06cIDAwEAOTl5aFbt24ytUk3Qus4utGZaJuioiJUVFTwHqL+2F+wYAHy8/PFPtzd3XHu3DlcvXoVRkZG0NfX5w22np6emDFjhsT9srOzg6OjIx48eCBR/cePHwv9NKi6uhp//PGHxO9LiCh0ozPRZUlJSXB2dgabzYaHh4fQ3ZObysnJgYeHB9hsNrp06YIdO3YI1ElLS4ObmxuMjIzg5uaG9PR0vtcvXLiAMWPGwN7eHiwWC0ePHpXnKfH54osvsGDBAri5uSErKwsmJiYAGqctNd2nQRp0pUGHUVgg2sjMzAxmZmYt1rO0tISlpWWL9bZs2cK7rAsAf/75J0aOHInU1FSp5oU+ffoURUVFsLOzE1uv6S6dP/74I8zNzXnP6+vrcfbsWTg7O0v8voQIGEFBgei21NRUREREICkpCQMHDsTOnTsRGBiIe/fuoXPnzgL1CwoKEBQUhHnz5uHgwYO4fPky5s+fDysrK0ycOBEAwOFwEBISgtWrV2P8+PFIT0/H5MmTcenSJd7vitevX+Ptt9/GrFmzeMcpioGBARYtWiRQHhERIXObLIZhtGL0qKyshLm5OZZf9QfbxEDV3VFrFBaIsnF/PisqKiT6g17YsYPe+wz6+myR9erqqnDh0iqZ3kMajx8/hrOzM3Jzc9G3b19euYuLCxISEjB+/Hi8evUKcXFxmDhxIuzs7PD48WMsXboUhYWFyM/Ph6mpqcj227RpvADMYrHQfHg2MDCAk5MTPv/8c4wePVoh56dpeN9b6YBZu5br6zwKDETJZB3/ucftrQDaijnsTSUw2xxSte/l5YX+/ftj+/btvDJXV1eMGzcOCQkJAvWXLFmC48ePIz8/n1cWFhaG27dvg8PhAGicklpZWcm3ul5AQAA6dOiAQ4cOCbTJYrGQnp6OcePGSdRnSRw/fhyBgYEwMDDg+wBKmLFjx0rdPl1p0DEUGAhRjPv376OiogIAoKenhzt37uDAgQN48eIF7OzsMGTIEKSmpooNDMD/dvF0dnbG9evXJboaQkiLKCwQLSfpIhg1NTW4efMmoqOj+cr9/f1x5coVoW1zOBz4+/vzlY0cORLJycmora2FgYEBOBwOIiMjBeokJibKcDayGTduHEpLS2FtbS02jLBYLJluhqbQoCMoLBAiH05OTgJXAADwlRkbG+PHH39s1fsUFBS06nhCeCgwEA028Zz4q4iVr4HZkHwRjPLyctTX18PGxoav3MbGBqWlpULfo7S0VGj9uro6lJeXw87OTmQdUW0qAvdDp+b/lhcKDVqOwgIhmuXatWt49uwZb6ULADhw4ABiY2Px+vVrjBs3Dl999VWrlpElOoLCAtEhRUVFfNOTWhojm++DwzCM2L1xhNVvXi5tm5qGVk/SYhQYCNE8cXFx+Pnnn3nP79y5gzlz5mD48OGIjo7GDz/8IHTOLSE8IxgKDETncBfB4D5EhQZLS0vo6ekJXAEoKysTuFLAZWtrK7S+vr4+b1lsUXVEtalIDQ0N2Lt3L0aPHg13d3f07t0bY8eOxYEDB4ReKZcUhQYtRMuoEqK58vLyMGzYMN7zlJQUeHl5Yffu3YiKisKWLVvw3XffqbCHRK1RWCBELENDQ3h4eCArK4uvPCsrCz4+PkKP8fb2FqifmZkJT09PGBgYiK0jqk1FYRgGY8eOxdy5c1FcXIzevXujV69eePLkCWbOnInx48fL3DZNT9IyFBYI0WzPnz/n+2QqJycHAQEBvOfvvPMOioqKVNE1os4oLBAisaioKISGhsLT0xPe3t7YtWsXCgsLERYWBgCIiYlBcXExDhw4AKBxpaStW7ciKioK8+bNA4fDQXJyMt+qSOHh4Rg0aBDWr1+P4OBgHDt2DGfOnMGlS5d4dV69eoWHDx/ynhcUFCAvLw8dO3YUutSrLPbv348LFy7g7NmzGDJkCN9r586dw7hx43DgwAFMnz5d6rbpSoOWoKsLhGgHGxsb3k3QNTU1uHXrFry9vXmvv3z5kvfJFiEAKDAQIqWQkBAkJiZi1apV6Nu3Ly5cuICMjAw4OjoCaNwArbCwkFff2dkZGRkZyM7ORt++fbF69Wps2bKFb68FHx8fpKSkYN++fejTpw/2798vsJ/PjRs30K9fP/Tr1w9AY3jp168fPvvsM7md26FDh7B06VKBwAAAQ4cORXR0NP7zn//I1DZdadBwFBQI0S4BAQGIjo7G+vXrcfToUbRt2xa+vr6813/++Wd07dpVhT0kaoPCAiEymz9/vsidkffv3y9Q5ufnh1u3bolt8/3338f7778v8vXBgwe36p4CSfz888/YsGGDyNcDAwOxZcsWmdqW6UqDvLfevnv3LiZOnAgnJyewWCylrmmrySgwEKJ91qxZAz09Pfj5+WH37t3YvXs3DA0Nea/v3btXYL1wZaGxX03Qjc6EEBGePXsm9uZrGxsbPH/+XKa2pQ4N3K23ly1bhtzcXPj6+iIwMJDvMk5T3K23fX19kZubi6VLl2LhwoVIS0vj1Xnz5g26dOmCdevWwdbWVqYT0SU0FYkQ7WVlZYWLFy/i+fPneP78ucBNa4cPH0ZsbKzS+0Vjv5qgsEAIEaO+vh76+qInEunp6aGurk6mtqWenrR582bMmTMHc+fOBQAkJibixx9/xPbt24UuA7hjxw507tyZ9wmSq6srbty4gU2bNvHmgr3zzjt45513AEBghz7Cj8ICIbrB3NxcaHnHjh2V3JNGNParGIUFQogEGIbBzJkzRS45W11dLXPbUoUGRW29LYvq6mq+E2++fbi2obBACFEVGvtVjAIDIURCM2bMaLGOLCsnAVKGBkVtvS2LhIQErFy5UqZjNQmFBUKIqtHYryIUFgghUtq3b5/C2pbpRmhFbL0trZiYGFRUVPAe2rhuOQUGQog6obFfSehGZ0KIGpLqSoOitt6WhZGRkcj5WpqOwgIhRJ3Q2K9EFBYIIWpKqisNitp6m/wPBQZCiLqhsV8J6OoCIUTNST09KSoqCnv27MHevXuRn5+PyMhIga23m95gERYWhidPniAqKgr5+fnYu3cvkpOTsWjRIl6dmpoa5OXlIS8vDzU1NSguLkZeXh7fVtvajpZRJUS9nTx5El5eXjA2NoalpSUmTJggtj7DMIiLi4O9vT2MjY0xePBg3L17V0m9lT8a+xWIwgIhRANIveRqSEgInj59ilWrVqGkpATu7u4Sbb0dGRmJbdu2wd7eXmDr7T///JO3pTYAbNq0CZs2bYKfnx+ys7NbcXrqj4ICIeovLS0N8+bNQ3x8PIYOHQqGYXDnzh2xx2zYsAGbN2/G/v370aNHD6xZswYjRozA/fv3YWpqqqSeyw+N/QpAYYEQokFYjKL3s1aSyspKmJubY/lVf7BNNOPSNwUGoiu4P58VFRUwMzOT6dhB730GfX22yHp1dVW4cGmVTO8hTl1dHZycnLBy5UrMmTNHomMYhoG9vT0iIiKwZMkSAI1LhdrY2GD9+vX46KOP5NY/Xcf73koHzNqpujcSorBAdIis47+kP9uVrwHz8ZD72E8EybR6EmkdmopEiOJUVlbyPVqzkQ0A3Lp1C8XFxWjTpg369esHOzs7BAYGip1qVFBQgNLSUr59CoyMjODn5ydyXwOiIygwEKIWkpKS4OzsDDabDQ8PD1y8eFFs/ZycHHh4eIDNZqNLly7YsWOHQJ20tDS4ubnByMgIbm5uSE9Pb/X7qhMKDUpGYYEQ2Rj+9icMf/1D9OO3PwEADg4OMDc35z2E7VYsjUePHgEA4uLisHz5cpw4cQIdOnSAn58fnj17JvQY7qpB0uxrQLQc3ehMiNpITU1FREQEli1bhtzcXPj6+iIwMJBvimVTBQUFCAoKgq+vL3Jzc7F06VIsXLgQaWlpvDocDgchISEIDQ3F7du3ERoaismTJ+PatWsyv6+6odCgJHR1gRDlKCoq4lvHPyYmRmi9uLg4sFgssY8bN26goaEBALBs2TJMnDgRHh4e2LdvH1gsFg4fPiy2L9Lua0C0FIUFQtTK5s2bMWfOHMydOxeurq5ITEyEg4MDtm/fLrT+jh070LlzZyQmJsLV1RVz587F7NmzsWnTJl6dxMREjBgxAjExMXBxcUFMTAyGDRuGxMREmd9X3Uh9IzSRDgUFQpTLzMxMonmtCxYswJQpU8TWcXJywsuXLwEAbm5uvHIjIyN06dJF5KdDtra2ABqvODTd+VjcvgZEC1FYIERpKisr+Z6L2tOlpqYGN2/eRHR0NF+5v7+/yOmjHA6Hb7opAIwcORLJycmora2FgYEBOBwOIiMjBepwQ4Ms76tuKDQoEAUGQtSXpaUlLC0tW6zn4eEBIyMj3L9/H++99x4AoLa2Fo8fP+atHNScs7MzbG1tkZWVxVsdqKamBjk5OVi/fr38ToKoJwoLhMhPJMTPi2m8GAwHBwe+4tjYWMTFxQlULy8vR319vVTTR0tLS4XWr6urQ3l5Oezs7ETW4bYpy/uqGwoNCkBhgRDtYWZmhrCwMMTGxsLBwQGOjo7YuHEjAGDSpEm8ei4uLkhISMD48ePBYrEQERGB+Ph4dO/eHd27d0d8fDzatm2LqVOnqupUiDJQYCBEJYqKiviuMre0c7y000eF1W9eLkmbmjxtlUKDnFFgIET7bNy4Efr6+ggNDcU///wDLy8vnDt3Dh06dODVuX//PioqKnjPFy9ejH/++Qfz58/H8+fP4eXlhczMTI3co4FIgMICISol6dRUS0tL6OnpCXy6L276qK2trdD6+vr6sLCwEFuH26Ys76tu6EZoOaEbnQnRXgYGBti0aRP++usvVFZWIisrC7169eKrwzAMZs6cyXvOYrEQFxeHkpISVFVVIScnB+7u7kruOVEKCgyEaAxDQ0N4eHggKyuLrzwrKws+Pj5Cj/H29haon5mZCU9PTxgYGIitw21TlvdVN3SloZUoKBBCiI6isECIRoqKikJoaCg8PT3h7e2NXbt2obCwEGFhYQCAmJgYFBcX48CBAwCAsLAwbN26FVFRUZg3bx44HA6Sk5Nx6NAhXpvh4eEYNGgQ1q9fj+DgYBw7dgxnzpzBpUuXJH5fdUehoRUoMBBCiA6isECIRgsJCcHTp0+xatUqlJSUwN3dHRkZGbzFLUpKSvhWx3N2dkZGRgYiIyOxbds22NvbY8uWLZg4cSKvjo+PD1JSUrB8+XKsWLECXbt2RWpqKry8vCR+X3XHYrh3cmg47nbjy6/6g21ioND3orBAiHS4P58VFRUSzTkVduxw67nQb2Mosl5dQw3OlO2R6T2I5uJ9b6UDZu2U8IYUGAiRiqzjP+84J8BMzGT6ygbA/DFo7FcCutIgJQoMhBCigygsEEJ0HIUGCVFYIIQQHUWBgRBCKDS0hMICIYToKAoLhBDCQ6FBDAoMhBCigygsEEKIAAoNQlBYIIQQHUWBgRBChKLQ0AwFBkII0UEUFgghRCwKDf9FYYEQQnQUBQZCCGmRzocGCguEEKKjKCwQQojEdDo0UGAghBAdRGGBEEKkppOhgcICIYToKAoMhBAiE50LDRQYCCFEB1FYIISQVmkjy0FJSUlwdnYGm82Gh4cHLl68KLZ+Tk4OPDw8wGaz0aVLF+zYsUOgTlpaGtzc3GBkZAQ3Nzekp6fL0jWRlvU6QYGBECK17OxssFgsoY/r16+LPG7mzJkC9QcMGKDEnsufJo79ACgwEEJk8vz5c4SGhsLc3Bzm5uYIDQ3FixcvxB7DMAzi4uJgb28PY2NjDB48GHfv3uWrU11djX/961+wtLREu3btMHbsWPzxxx98ddauXQsfHx+0bdsW7du3l/OZyUbq0JCamoqIiAgsW7YMubm58PX1RWBgIAoLC4XWLygoQFBQEHx9fZGbm4ulS5di4cKFSEtL49XhcDgICQlBaGgobt++jdDQUEyePBnXrl2T/cz+i8ICIaQ1fHx8UFJSwveYO3cunJyc4OnpKfbYgIAAvuMyMjKU1Gv507SxH0BjWKDAQAiR0dSpU5GXl4fTp0/j9OnTyMvLQ2hoqNhjNmzYgM2bN2Pr1q24fv06bG1tMWLECLx8+ZJXJyIiAunp6UhJScGlS5fw6tUrjB49GvX19bw6NTU1mDRpEj7++GOFnZ/UGCm9++67TFhYGF+Zi4sLEx0dLbT+4sWLGRcXF76yjz76iBkwYADv+eTJk5mAgAC+OiNHjmSmTJkicb8qKioYAMzyq/7Mml9GMWt+GSXxsYQQxeL+fFZUVMh87HDruUyA7XyRj+HWc2V+D2nU1NQw1tbWzKpVq8TWmzFjBhMcHKzQviiTuo/9FelgmMz/PgghakPW8Z93nBMYpovoR4UTFDL237t3jwHAXL16lVfG4XAYAMyvv/4q9JiGhgbG1taWWbduHa+sqqqKMTc3Z3bs2MEwDMO8ePGCMTAwYFJSUnh1iouLmTZt2jCnT58WaHPfvn2Mubm5nM6qdaS6p6GmpgY3b95EdHQ0X7m/vz+uXLki9BgOhwN/f3++spEjRyI5ORm1tbUwMDAAh8NBZGSkQJ3ExESRfamurkZ1dTXveUVFRWP56zr82/UwAKCyslLicyOEKA73Z5FhZP/Ut46pARpaeB2CP/dGRkYwMjKS+X2bO378OMrLyzFz5swW62ZnZ8Pa2hrt27eHn58f1q5dC2tra7n1RVk0YeyvfPPfgqEVAI39hKiN1o7/lWLG/aavy3vs53A4MDc3h5eXF69swIABMDc3x5UrV9CzZ0+BYwoKClBaWso39hkZGcHPzw9XrlzBRx99hJs3b6K2tpavjr29Pdzd3XHlyhWMHDlS5j4rmlShoby8HPX19bCxseErt7GxQWlpqdBjSktLhdavq6tDeXk57OzsRNYR1SYAJCQkYOXKlQLlG4edw0aYS3pKhBAlevnyJczNpfv5NDQ0hK2tLbJLD7RY18TEBA4ODnxlsbGxiIuLk+o9xUlOTsbIkSMF3qe5wMBATJo0CY6OjigoKMCKFSswdOhQ3Lx5U64hRhk0Yex3mMb9F43/hKgjacd/7tjvUCh6POBSxNhfWloq9EMea2trseMeAKHj2pMnT3h1DA0N0aFDB4E64sY+dSDT6kksFovvOcMwAmUt1W9eLm2bMTExiIqK4j1/8eIFHB0dUVhYKPUfJeqgsrISDg4OKCoqgpmZmaq7IxNNPwfqv+IwDIOXL1/C3t5e6mPZbDYKCgpQU1Mj0fs0HzdE/YEeFxcn9I/Ppq5fv85338Iff/yBH3/8Ed99912LfQkJCeH9293dHZ6ennB0dMTJkycxYcKEFo9XRzT2K4Y6/+xKQtP7D2j+Oahz/2Ud/1U99gOC45Oo92pO2nFN0jqqJlVosLS0hJ6enkASKisrE0hVXLa2tkLr6+vrw8LCQmwdUW0Coi87mZubq90PjDTMzMw0uv+A5p8D9V8xWvMHHZvNBpvNlmNvgAULFmDKlCli6zg5OfE937dvHywsLDB27Fip38/Ozg6Ojo548OCB1MeqGo39yqGuP7uS0vT+A5p/Duraf1nHf1WO/T///DP++usvgdf+/vtvseMe0Hg1wc7OjlfedFyztbVFTU0Nnj9/zne1oaysDD4+PlKfjzJJtXqSoaEhPDw8kJWVxVeelZUl8kS9vb0F6mdmZsLT0xMGBgZi66j7F48QorksLS3h4uIi9tH0lxXDMNi3bx+mT5/OG7uk8fTpUxQVFfH9ItEUNPYTQrSFpGO/t7c3Kioq8NNPP/GOvXbtGioqKkSOUc7OzrC1teUb12pqapCTk8M7xsPDAwYGBnx1SkpK8Msvv6j/2CftndMpKSmMgYEBk5yczNy7d4+JiIhg2rVrxzx+/JhhGIaJjo5mQkNDefUfPXrEtG3blomMjGTu3bvHJCcnMwYGBsz333/Pq3P58mVGT0+PWbduHZOfn8+sW7eO0dfX57tjvSWtWZ1FHWh6/xlG88+B+k/EOXPmDAOAuXfvntDXe/bsyRw5coRhGIZ5+fIl8+mnnzJXrlxhCgoKmPPnzzPe3t5Mp06dmMrKSmV2W25o7FccTT8HTe8/w2j+OWh6/9VVQEAA06dPH4bD4TAcDofp3bs3M3r0aL46Tcd+hmGYdevWMebm5syRI0eYO3fuMB988AFjZ2fHN/aHhYUxb731FnPmzBnm1q1bzNChQ5m3336bqaur49V58uQJk5uby6xcuZIxMTFhcnNzmdzcXObly5eKP3ERZFqbbtu2bYyjoyNjaGjI9O/fn8nJyeG9NmPGDMbPz4+vfnZ2NtOvXz/G0NCQcXJyYrZv3y7Q5uHDh5mePXsyBgYGjIuLC5OWliZVn6qqqpjY2FimqqpKllNSOU3vP8No/jlQ/4k4H3zwAePj4yPydQDMvn37GIZhmDdv3jD+/v6MlZUVY2BgwHTu3JmZMWMGU1hYqKTeKgaN/Yqh6eeg6f1nGM0/B03vv7p6+vQpM23aNMbU1JQxNTVlpk2bxjx//pyvTtOxn2Eal12NjY1lbG1tGSMjI2bQoEHMnTt3+I75559/mAULFjAdO3ZkjI2NmdGjRwv8fpgxYwYDQOBx/vx5BZ1ty1gM04o1EAkhhBBCCCFaT+odoQkhhBBCCCG6hUIDIYQQQgghRCwKDYQQQgghhBCxKDQQQgghhBBCxFLb0JCUlARnZ2ew2Wx4eHjg4sWLYuvn5OTAw8MDbDYbXbp0wY4dOwTqpKWlwc3NDUZGRnBzc0N6erqiug9A/udw9+5dTJw4EU5OTmCxWEhMTFRg7+Xf/927d8PX1xcdOnRAhw4dMHz4cL71j9W9/0eOHIGnpyfat2+Pdu3aoW/fvvjmm28U1n9AMT8HXCkpKWCxWBg3bpyce01I62j6+K/pYz9A47+qx38a+4laUtm6TWJw1wPfvXs3c+/ePSY8PJxp164d8+TJE6H1ueuBh4eHM/fu3WN2794tsB74lStXGD09PSY+Pp7Jz89n4uPjpV4PXNXn8NNPPzGLFi1iDh06xNja2jJffPGFQvquqP5PnTqV2bZtG5Obm8vk5+czs2bNYszNzZk//vhDI/p//vx55siRI8y9e/eYhw8fMomJiYyenh5z+vRpufdfUefA9fjxY6ZTp06Mr68vExwcrJD+EyILTR//NX3sV9Q50Piv2v5z0dhPWkMtQ8O7777LhIWF8ZW5uLgw0dHRQusvXryYcXFx4Sv76KOPmAEDBvCeT548mQkICOCrM3LkSGbKlCly6jU/RZxDU46Ojgr9xaHo/jMMw9TV1TGmpqbM119/3foON6OM/jMMw/Tr149Zvnx56zorgqLOoa6ujhk4cCCzZ88eZsaMGfSLg6gVTR//NX3sZxga/xlGteM/jf1EXand9KSamhrcvHkT/v7+fOX+/v64cuWK0GM4HI5A/ZEjR+LGjRuora0VW0dUm62hqHNQFmX1/82bN6itrUXHjh3l0/H/Ukb/GYbB2bNncf/+fQwaNEh+nf8vRZ7DqlWrYGVlhTlz5si934S0hqaP/5o+9gM0/nOpavynsZ+oM7ULDeXl5aivr4eNjQ1fuY2NDUpLS4UeU1paKrR+XV0dysvLxdYR1WZrKOoclEVZ/Y+OjkanTp0wfPhw+XT8vxTZ/4qKCpiYmMDQ0BCjRo3CV199hREjRsi1/4o8h8uXLyM5ORm7d++We58JaS1NH/81fewHaPxvWl8V4z+N/USd6au6A6KwWCy+5wzDCJS1VL95ubRttpYizkGZFNn/DRs24NChQ8jOzgabzZZDbyXrT2v7b2pqiry8PLx69Qpnz55FVFQUunTpgsGDB8uv4y30SdZzePnyJT788EPs3r0blpaW8u8sIXKi6eO/po/9wt6bxn/ljv809hN1pHahwdLSEnp6egKJuqysTCBJc9na2gqtr6+vDwsLC7F1RLXZGoo6B2VRdP83bdqE+Ph4nDlzBn369JFv56HY/rdp0wbdunUDAPTt2xf5+flISEiQ+y8NRZzD3bt38fjxY4wZM4b3ekNDAwBAX18f9+/fR9euXeV6HoRIQ9PHf00f+wEa/5vWV8X4T2M/UWdqNz3J0NAQHh4eyMrK4ivPysqCj4+P0GO8vb0F6mdmZsLT0xMGBgZi64hqszUUdQ7Kosj+b9y4EatXr8bp06fh6ekp/85DuV9/hmFQXV3d+k43o4hzcHFxwZ07d5CXl8d7jB07FkOGDEFeXh4cHBzkfh6ESEPTx39NH/sBGv+5VDX+09hP1Jqy7riWBne5seTkZObevXtMREQE065dO+bx48cMwzBMdHQ0ExoayqvPXW4sMjKSuXfvHpOcnCyw3Njly5cZPT09Zt26dUx+fj6zbt06pSy5Ks9zqK6uZnJzc5nc3FzGzs6OWbRoEZObm8s8ePBAI/q/fv16xtDQkPn++++ZkpIS3uPly5ca0f/4+HgmMzOT+f3335n8/Hzm888/Z/T19Zndu3fLvf+KOofmaAUNom40ffzX9LFfUedA479q+98cjf1EFmoZGhiGYbZt28Y4OjoyhoaGTP/+/ZmcnBzeazNmzGD8/Pz46mdnZzP9+vVjDA0NGScnJ2b79u0CbR4+fJjp2bMnY2BgwLi4uDBpaWkadQ4FBQUMAIFH83bUtf+Ojo5C+x8bG6sR/V+2bBnTrVs3hs1mMx06dGC8vb2ZlJQUhfRdUefQHP3iIOpI08d/TR/7FXEONP6rtv/N0dhPZMFimP/eLUMIIYQQQgghQqjdPQ2EEEIIIYQQ9UKhgRBCCCGEECIWhQZCCCGEEEKIWBQaCCGEEEIIIWJRaCCEEEIIIYSIRaGBEEIIIYQQIhaFBkIIIYQQQohYFBoIIYQQQgghYlFoIIQQQgghhIhFoYEQQgghhBAiFoUGQgghhBBCiFgUGgghhBBCCCFi/T9Awk+EE2FZ1AAAAABJRU5ErkJggg==", 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", 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6dYiJiVG43W3btqF3797Ytm0bkpKSUF9fDycnJ/Tp00fkpmtlHisPT09PXL16FStWrMCSJUtQVlaGVq1aoVOnToL7AOQVGRmJGzduYNGiRaioqAB7tSIZAgICsHv3bnz33Xd4/PgxbGxs8M4772DPnj2wtbVttN05c+agqqoKc+fOFQTdI0eOoE+fPio9HwAK933GjBkAXgX00aNHw9XVFYsWLUJubq7Qzc1GRkY4dOgQPv/8c3z99ddISEiAsbEx3njjDQQGBqJbt26CuvX19airqxPsISLNjRs3MG7cOKEy/j1AgYGBgj64u7vj0KFDOHLkCB4/fgxzc3P06NED+/btw4QJE2T9MhFCCCEGhcP4F/ISQjTu/v37cHNzw/r16zFv3jxNd4cQQgghBIABrJ5ECCGEEEIIaRoKDYQQQgghhBCp6PIkQgghhBBCiFQ000AIIYQQQgiRikIDIYQQQgghRCoKDYQQQgghhBCpKDQQQgghhBBCpKLQQAghhBBCCJGKQgMhhBBCCCFEKgoNhBBCCCGEEKkoNBBCCCGEEEKkotBACCGEEEIIkYpCAyGEEEIIIUQqCg2EEEIIIYQQqSg0EEIIIYQQQqSi0EAIIYQQQgiRikIDIYQQQgghRCoKDYQQtTh9+jSGDx8OJycncDgc/PDDD3IdHx8fDw6HI/Jo0aKFajpMCCGEEAEKDYQQtXj+/DnefPNNbN68WaHj582bh5KSEqGHp6cnxo0bp+SeEkIIIaQhCg2EELUIDg7GypUrMXr0aLGv19TUYP78+Wjbti1atGgBX19f5OTkCF5v2bIlHBwcBI+//voLN2/exIwZM9R0BoQQQojhMtZ0BwghBACmTZuG+/fvIzU1FU5OTsjIyMCQIUNw/fp1dOrUSaT+l19+ic6dOyMgIEADvSWEEEIMC800EEI07vfff8e+ffuwf/9+BAQEoEOHDpg3bx7eeecd7Nq1S6R+dXU1vvnmG5plIIQQQtSEZhoIIRp39epVMMbQuXNnofLq6mpYW1uL1D9w4ACePn2KyZMnq6uLhBBCiEGj0EAI0bj6+noYGRnhypUrMDIyEnqtZcuWIvW//PJLDBs2DA4ODurqIiGEEGLQKDQQQjSuZ8+eqKurQ1lZWaP3KBQUFODUqVM4dOiQmnpHCCGEEAoNhBC1ePbsGe7evSt4XlBQgPz8fLRp0wadO3fGpEmTMHnyZHz66afo2bMnysvLcfLkSXTr1g0hISGC43bu3AlHR0cEBwdr4jQIIYQQg8RhjDFNd4IQov9ycnLQr18/kfIpU6Zg9+7dePnyJVauXIk9e/aguLgY1tbW8PPzw7Jly9CtWzcAry5jcnFxweTJk7Fq1Sp1nwIhhBBisBRaPSkpKQlubm7gcrnw9vbGmTNnpNbPzc2Ft7c3uFwu2rdvj61bt4rUefLkCT766CM4OjqCy+XCw8MDmZmZinSPEKKF3n33XTDGRB67d+8GAJiYmGDZsmUoKChATU0NSkpKcODAAUFgAIBmzZqhqKhI6YEhISEBHA4HUVFREuvk5OSI3ZH6P//5j1L7os1o7CeE6AtVjGfp6enw9PSEmZkZPD09kZGRIfR6bW0tlixZAjc3N5ibm6N9+/ZYvnw56uvrlXpuKsPklJqaykxMTNiOHTvYzZs3WWRkJGvRogV78OCB2Pr37t1jzZs3Z5GRkezmzZtsx44dzMTEhH3//feCOtXV1czHx4eFhISws2fPsvv377MzZ86w/Px8ebtHCCFy+fnnn5mrqyvr3r07i4yMlFjv1KlTDAC7ffs2KykpETxqa2vV11kNorGfEKIvVDGenT9/nhkZGbHVq1ezW7dusdWrVzNjY2N24cIFQZ2VK1cya2trdvjwYVZQUMD279/PWrZsyRITE1V+zsogd2h4++23WUREhFCZu7s7W7hwodj68+fPZ+7u7kJlH3zwAevdu7fgeXJyMmvfvj2rqamRtzuEEKKwp0+fsk6dOrHs7GwWGBgoU2h4/Pix2vqnTWjsJ4ToC1WMZ+PHj2dDhgwRqjN48GA2YcIEwfOhQ4ey6dOnC9UZPXo0e//99xU6D3WT60bompoaXLlyBQsXLhQqDwoKwvnz58Uew+PxEBQUJFQ2ePBgpKSk4OXLlzAxMcGhQ4fg5+eHjz76CAcPHoStrS0mTpyIBQsWiCy/yFddXY3q6mrB8/r6ejx69AjW1tbgcDjynBYhRMUYY3j69CmcnJzQrJn8V0VWVVWhpqZGpvdp+PNvZmYGMzMzsfU/+ugjDB06FAMHDsTKlStl6kvPnj1RVVUFT09PLFmyROx9GvqGxn5CiKKaMv6rYuxX1XjG4/EQHR0tUicxMVHw/J133sHWrVvx22+/oXPnzrh27RrOnj0rVEebyRUaysvLUVdXB3t7e6Fye3t7lJaWij2mtLRUbP3a2lqUl5fD0dER9+7dw8mTJzFp0iRkZmbizp07+Oijj1BbW4tPPvlEbLsJCQlYtmyZPN0nhGhYUVER3njjDbmOqaqqQrt2LfD3341f89myZUs8e/ZMqCwuLg7x8fEidVNTU3H16lVcunRJpn44Ojpi+/bt8Pb2RnV1Nb7++msMGDAAOTk56Nu3r0xt6Coa+wkhTSXv+F9VVQVXczf8BfFjzOvkGftVNZ5JqvN6mwsWLEBFRQXc3d1hZGSEuro6rFq1Cu+9916j56gNFFpytWGaE5fwGqv/enl9fT3s7Oywfft2GBkZwdvbG3/++SfWr18v8RdHbGwsYmJiBM8rKirQrl07FBUVwdLSUpHTIoQoyOvbz6S+Xv9PFYpj1sDCwkLutmtqavD33/XIuWiHli0ljzPPnjG861smMgaI+6SpqKgIkZGRyMrKApfLlakfXbp0QZcuXQTP/fz8UFRUhA0bNuh9aOCjsZ8Q0tAzK+mvP0Ul3OEs9/hfU1ODv1CK/6AIFpD8s/0UlXB/5izT2P86ZY9nsrSZlpaGvXv34ttvv0XXrl2Rn5+PqKgoODk5YcqUKVL7qw3kCg02NjYwMjISSWJlZWUi6YrPwcFBbH1jY2NYW1sDePUJnomJidB0tIeHB0pLS1FTUwNTU1ORdiVNO1laWtIvDkJUzPWrtULPm5lL/8O7nVM5iiE6oMqjZUsOWlpIm9p+NRMhyxhw5coVlJWVwdvbW1BWV1eH06dPY/PmzaiurpZ4eczrevfujb1798rUf11GYz8hBAAm/XcI3/Zamaw/dYqO/xawhKUM7yLrGKCq8UxSndfb/Pe//42FCxdiwoQJAIBu3brhwYMHSEhI0InQINfFZaampvD29kZ2drZQeXZ2Nvz9/cUe4+fnJ1I/KysLPj4+MDExAQD06dMHd+/eFVpy6rfffoOjo6PYXxqEEPVx/WqtyEPmY9/4G65v/K3C3ilmwIABuH79OvLz8wUPHx8fTJo0Cfn5+TIFBgDIy8uDo6OjinureTT2E2KYJnGEH/pAVeOZpDqvt/nixQuR+zqMjIx0ZslVuS9PiomJQXh4OHx8fODn54ft27ejsLAQERERAF5NHRcXF2PPnj0AgIiICGzevBkxMTGYNWsWeDweUlJSsG/fPkGbH374Ib744gtERkbiX//6F+7cuYPVq1dj7ty5SjpNQois5AkFYo/XwpDQkIWFBby8vITKWrRoAWtra0F5w7EsMTERrq6u6Nq1K2pqarB3716kp6cjPT1d7f3XBBr7CdF/+hIMGqOK8SwyMhJ9+/bF2rVrERoaioMHD+L48eM4e/asoM7w4cOxatUqtGvXDl27dkVeXh42btyI6dOnq/cLoCC5Q0NYWBgePnyI5cuXo6SkBF5eXsjMzISLiwsAoKSkBIWFhYL6bm5uyMzMRHR0NLZs2QInJyds2rQJY8aMEdRxdnZGVlYWoqOj0b17d7Rt2xaRkZFYsGCBEk6RECJNU0OCoB0dCAvyaDiW1dTUYN68eSguLoa5uTm6du2KI0eOICQkRIO9VB8a+wnRL4YSEMRRxXjm7++P1NRULFmyBEuXLkWHDh2QlpYGX19fQZ0vvvgCS5cuxezZs1FWVgYnJyd88MEHEu/h0jYcxr+TQ8dVVlbCysoKFRUVdF0rIRIoKyCItNtIYKh9Xo1zoZsV+vnk/2xfvmEv9Z6GZ0/r4dP1LxoDDAyN/YTIhjPwf/+eeKJpbW1rvIpAJSrRFvL/jPJ/totRIfWeBkXbJ/JTaPUkQohu6LLif6saVbdrfK1rRejbDAMhhOiD10MCIcpAoYEQPfF6QHgdhQVCCNFv8gaEbwc0fbaBGB4KDYToKEkhgY/CAiGE6CeaRSCaQKGBEB3RWEjgo7BACCH6g3P3tScRGusGIRQaCNFGsgaEhigwEEKIbhMKCQ1tBQUHojEUGgjRAoqGBD4KC4QQopukhgQt9QHkW0GJ6AcKDYSoWVMDQkMUGAghRDfoYkAghI9CAyEqpuyQwKeqsABQYCCEEGWgkED0CYUGQpRMVSGBT5VhAaDAQAghiuDgUzGlH6u9H4SoCoUGQppA1QHhdaoOCwAFBkIIkZX4kECI/qLQQIgc1BkS+NQRFgAKDIQQIo3WhARaQYloSDNNd4AQbdZlxWdCD3WqbldDgYEQQjSAg09FHgrpqCVBQ4xvB2i6B5qVlJQENzc3cLlceHt748yZM1Lr5+bmwtvbG1wuF+3bt8fWrVtF6qSnp8PT0xNmZmbw9PRERkaG0Ouurq7gcDgij48++kip56YqNNNAyH9pYhZBHHUFBT4KDIQQQ6c1swhELdLS0hAVFYWkpCT06dMH27ZtQ3BwMG7evIl27dqJ1C8oKEBISAhmzZqFvXv34ty5c5g9ezZsbW0xZswYAACPx0NYWBhWrFiBUaNGISMjA+PHj8fZs2fh6+sLALh06RLq6uoE7f76668YNGgQxo0bp54TbyKaaSAGS5OzCOKoc2bB0CUnJ6N79+6wtLSEpaUl/Pz8cPToUanHyPIpEyFE+7UGR/Bo0iyCgftA0x1ogo0bN2LGjBmYOXMmPDw8kJiYCGdnZyQnJ4utv3XrVrRr1w6JiYnw8PDAzJkzMX36dGzYsEFQJzExEYMGDUJsbCzc3d0RGxuLAQMGIDExUVDH1tYWDg4Ogsfhw4fRoUMHBAYGqvqUlYJmGohB0IZQIIkmg4K6Zhn62f+Gc2p5J9m88cYbWLNmDTp27AgA+OqrrxAaGoq8vDx07dpVpL4snzIRQrRTa3A03QWiBpWVlULPzczMYGZmJlKvpqYGV65cwcKFC4XKg4KCcP78ebFt83g8BAUFCZUNHjwYKSkpePnyJUxMTMDj8RAdHS1S5/XQ0LAfe/fuRUxMDDgc3fgepdBA9JI2hwQ+QwgL2mr48OFCz1etWoXk5GRcuHBBbGh4/VMmAPDw8MDly5exYcMGCg2EaBmtCwkdPwXu0tKriooCYCLl9Zf//a+zs7NQeVxcHOLj40Xql5eXo66uDvb29kLl9vb2KC0tFfsepaWlYuvX1taivLwcjo6OEutIavOHH37AkydPMHXqVMknp2UoNBC9oAshAdBsUOAz9MDQUF1dHfbv34/nz5/Dz89PbB1ZPmUihKhfUwNCK8zDE2xovCLRekVFRbC0tBQ8FzfL8LqGn+4zxqR+4i+ufsNyedpMSUlBcHAwnJycpPZTm1BoIDpHVwLC67QhLBgKWaeor1+/Dj8/P1RVVaFly5bIyMiAp6en2DZl+ZSJEKJ6WjeLoCm07KoI/j1qjbGxsYGRkZHIDEBZWZnIOM/n4OAgtr6xsTGsra2l1hHX5oMHD3D8+HEcOHCg0f5qEwoNROvpYkjg06awoOszDD88fRNcJvkT/apnLwFkyTxF3aVLF+Tn5+PJkydIT0/HlClTkJubKzE4yPIpEyFEeSggEFUwNTWFt7c3srOzMWrUKEF5dnY2QkNDxR7j5+eHH3/8UagsKysLPj4+gplmPz8/ZGdnC93XkJWVBX9/f5H2du3aBTs7OwwdOlQZp6Q2FBqIVtHlgPA6bQoLgO4HBnnIOkVtamoquBHax8cHly5dwueff45t27aJ1JXlUyZCSNNoKiSo5RIluq9Bq8TExCA8PBw+Pj7w8/PD9u3bUVhYiIiIV9M3sbGxKC4uxp49ewAAERER2Lx5M2JiYjBr1izweDykpKRg3759gjYjIyPRt29frF27FqGhoTh48CCOHz+Os2fPCr13fX09du3ahSlTpsDYWLf+DNet3hK9oy8hAdC+oMBnSIEBkH2KuiHGGKqrq8W+JsunTIQQ+aT9NyTQVTZE3cLCwvDw4UMsX74cJSUl8PLyQmZmJlxcXAAAJSUlKCwsFNR3c3NDZmYmoqOjsWXLFjg5OWHTpk1CC2H4+/sjNTUVS5YswdKlS9GhQwekpaUJ9mjgO378OAoLCzF9+nT1nKwSUWggaqVPIYGPwoJ0gxz+g6pnmu6FsEWLFiE4OBjOzs54+vQpUlNTkZOTg2PHjgFQ7FMmQohkaVJmEejyfM35dgAw8YTix38AQHRuVjfMnj0bs2fPFvva7t27RcoCAwNx9epVqW2OHTsWY8eOlVonKChIcHmrrlFoczdlb729e/dusdtqV1VVKdI9oiUabp6mb4FBmzdj05bAoK3++usvhIeHo0uXLhgwYAAuXryIY8eOYdCgQQAkf8qUk5ODHj16YMWKFSKfMhkCGvuJrNLAEXpou1aYp+kuEKL15J5pUMXW28CrSwpu374tdCyXy1XglIim6FsoEEdbQwKfNoaF7FJ3BLS8ruluCElJSZH6uqKfMukzGvuJJMoIBTTbQIj2kzs0vL71NvBq2+yffvoJycnJSEhIEKkv66ZIHA4HDg4OCp4GUTdDCAiv0/awAGhnYCD6g8Z+wqcLMwdaiW6GJjpOrtCgqq23AeDZs2dwcXFBXV2dYPq/Z8+eEvtSXV0tdNNiw7XZiXIZWkjgo7BACI39hk5dIYFmG+REXzCiZnKFBlVtve3u7o7du3ejW7duqKysxOeff44+ffrg2rVr6NSpk9h2ExISsGzZMnm6T+RgqCEB0I2gwKcrgeHUX50BZGm6G0RBNPYbDkOeRaDdoQmRTqHVk5S99Xbv3r3Ru3dvwet9+vRBr1698MUXX2DTpk1i24yNjUVMTIzgeWVlpcimTkQ2hhwQXkdhgRDpaOzXP9oWEujDc92jyysoEfnIFRpUtfV2Q82aNcNbb72FO3fuSOyLmZmZxE2biHQUEv5Hl4ICQGGBaAaN/fpB2wICIUQ9nj17hvr6eqEyRfYzkis0qGrr7YYYY8jPz0e3bt3k6R4RgwKCeBQWCJEdjf26SVdDgiZnGwzxEqWm7tVAtFNBQQHmzJmDnJwcoWWs+TPEdXV1crcp9+VJqth6e9myZejduzc6deqEyspKbNq0Cfn5+diyZYvcJ2ToKCRIpmtBAaCwQLQHjf06IPtVSEgbpOF+EMloBSWiJpMmTQIA7Ny5E/b29lIvJZWV3KFBFVtvP3nyBP/3f/+H0tJSWFlZoWfPnjh9+jTefvvtJp+gvqOQIJ0uBgWAwgLRPjT2a5ls3ZxFkBXd20BI0/zyyy+4cuUKunTporQ2OUxX97JuoLKyElZWVqioqFDoOi1d4DNzI5666PcvCmWhsKBdap9X41zoZoV+Pvk/20suBIHbUvxlLQBQ9ewlVvbO0qsx4Pnz58jNzUVhYSFqaoS/p+fOnauhXmkXQxj7AcgdEvRhtkFToUHllycpc6ZBSV+kpl6eJO1G6EpUoi3k/xnl/2yPQwVMIPm4l6jEfgXa13f9+vXD4sWLMXDgQKW1qdDqSUQ9fGZuFHpOgUE6XQ0KgP6GBaK4vLw8hISE4MWLF3j+/DnatGmD8vJyNG/eHHZ2dhQa9JkSZhHCsvUjOGiCTt3XQFMyCktKSsL69etRUlKCrl27IjExEQEBARLr5+bmIiYmBjdu3ICTkxPmz58vuDyTLz09HUuXLsXvv/+ODh06YNWqVUL3gQFAcXExFixYgKNHj+Kff/5B586dkZKSAm9vb6We35dffomIiAgUFxfDy8tL5F6y7t27y90mhQYt0TAgNESBQTxdDgoAhQUiWXR0NIYPH47k5GS0atUKFy5cgImJCd5//31ERkZquntEmVR0qZGuBwf6e1h36Nqyq2lpaYiKikJSUhL69OmDbdu2ITg4GDdv3kS7du1E6hcUFCAkJASzZs3C3r17ce7cOcyePRu2traCSy55PB7CwsKwYsUKjBo1ChkZGRg/fjzOnj0LX19fAMDjx4/Rp08f9OvXD0ePHoWdnR1+//13tGrVSunn+Pfff+P333/HtGnTBGUcDke9N0IT5WgsJLyOAoMoCgtE3+Xn52Pbtm0wMjKCkZERqqur0b59e6xbtw5TpkzB6NGjNd1Foig13o+g68GBEFXYuHEjZsyYgZkzZwIAEhMT8dNPPyE5ORkJCQki9bdu3Yp27dohMTERAODh4YHLly9jw4YNgtCQmJiIQYMGITY2FsCrxSFyc3ORmJgoWABi7dq1cHZ2xq5duwRtu7q6quQcp0+fjp49e2Lfvn2auxGaKEaekPA6Cgz/Q0GBGBITExPBIG9vb4/CwkJ4eHjAyspK6IZjouW04IZlCg7EEFRWVgo9l7SnS01NDa5cuYKFCxcKlQcFBeH8+fNi2+bxeAgKChIqGzx4MFJSUvDy5UuYmJiAx+MhOjpapA4/aADAoUOHMHjwYIwbNw65ublo27YtZs+ejVmzZslzqjJ58OABDh06hI4dOyqtTQoNKqBoQHgdhYVXdD0oABQWiGJ69uyJy5cvo3PnzujXrx8++eQTlJeX4+uvv6Z9DLSZFoQEcXQ1OOjlJUq07Kpc9gdC+l+rtQByIbIzfFxcHOLj40Wql5eXo66uTmRjSnt7e5ENKflKS0vF1q+trUV5eTkcHR0l1nm9zXv37iE5ORkxMTFYtGgRfv75Z8ydOxdmZmaYPHmylJOUX//+/XHt2jUKDdpGGSGBj8LCKxQWiKqdPn0a69evx5UrV1BSUoKMjAyMHDlSYv2cnBz069dPpPzWrVtwd3dXev9Wr16Np0+fAgBWrFiBKVOm4MMPP0THjh2FpraJBmlpQJBEV4ODJujUzdBKoA8bvBUVFQmtntTYzvENL9fhX+svT/2G5Y21WV9fDx8fH6xevRrAqw+Hbty4geTkZKWHhuHDhyM6OhrXr19Ht27dRG6EHjFihNxtUmiQkzIDwusoLFBQ0HaDHP6j8LFVz17inBL7ogzPnz/Hm2++iWnTpgntHdCY27dvC/1isrW1VXrfGGOwsrJC8+bNUVtbC1tbW2RmZir9fYicdCwkiEPBgegrS0tLmZZctbGxgZGRkcisQllZmchMAZ+Dg4PY+sbGxrC2tpZa5/U2HR0d4enpKVTHw8MD6enpjfZbXvyVnZYvXy7yGt0IrSLKDgkUDoTpQ1AA9DcsNCUoaLvg4GAEBwfLfZydnZ1KVrrgu3//PkJDQ/Hrr78CeDXlfuDAAfTq1Utl70kk0IOQII6uBQe9vESJaIypqSm8vb2RnZ0ttBxqdnY2QkNDxR7j5+eHH3/8UagsKysLPj4+gk/w/fz8kJ2dLXRfQ1ZWFvz9/QXP+/Tpg9u3bwu189tvvwk2yVSm+vp6pbdJoaGBAf1e3TVf0UH6tJY8KCgIo6Cg3fQ5KChDz549UVVVBU9PTyxZskTsJUtNsWDBAlRVVeHrr78Gl8vF+vXrERERgZ9//lmp70Ma0NOAQAwApSq5xcTEIDw8HD4+PvDz88P27dtRWFgo+HQ+NjYWxcXF2LNnD4BXn9pv3rwZMTExmDVrFng8HlJSUgSrIgFAZGQk+vbti7Vr1yI0NBQHDx7E8ePHcfbsWUGd6Oho+Pv7Y/Xq1Rg/fjx+/vlnbN++Hdu3b1fvF0BBBh0a+AGBqAeFBe2lT0FB1hU05OXo6Ijt27fD29sb1dXV+PrrrzFgwADk5OSgb9++TW6f78yZM9i3bx8CAwMBAG+//TZcXFzwzz//wNzcXGnvY/AMPCTo2mwD0X66tFdDWFgYHj58iOXLl6OkpAReXl7IzMwUfOJfUlIitEqdm5sbMjMzER0djS1btsDJyQmbNm0SurTV398fqampWLJkCZYuXYoOHTogLS1NsEcDALz11lvIyMhAbGwsli9fDjc3NyQmJmLSpEnqO/km4DD+nRw6jr/duLRtxOUJCcqcaQAMd7ZBX4ICoH9hQZ1BoerZS6zsnSX151MS/s92n4NzYNxC8s9l7fNqnAvdLFIuaQWN13E4nEZvhBZn+PDh4HA4OHTokFzHSdOsWTOUlJQIXQfbsmVL/Prrrypbz1uXyTL2G3pAkEaXgoO6P0xX6Y3Qyl49SQlfHGXcCC0uNFSiEm3RyM+ouOP++7ONwArAWMpxtZVArvztE/np7UxDsONHooXub6i/IwaIgoL20aeZhMbIu4JGU/Tu3Rt79+5VapscDgfNmjUTKmvWrBn05PMd9aCQQJRApSso0bKrRAfpXWgY0+ljGDczbVIbyp5lMBQUFrSPIYUFPllX0FCGvLw8ODo6KrVNxhg6d+4stEzfs2fP0LNnT6Ew8ejRI6W+r847aQW00HQndA9dpkSIfsnKykK/fv1EllhVBr0LDZLUyDjLQJclyYeCgvYxxKCgiGfPnuHu3buC5wUFBcjPz0ebNm3Qrl07kRvhEhMT4erqiq5du6KmpgZ79+5Fenq60pfKoz0YCCGEKCoiIgKPHj3C4MGDERoaipCQEKWt+GcwoUET9DkwUFjQLtoeFP7tsR8rYaXpbgi5fPmy0MpHMTExAIApU6Zg9+7dIjfC1dTUYN68eSguLoa5uTm6du2KI0eOICQkRKn9mjJlilLbI6QxujLbQIsEqZYqNnhryYD6SkDLhn+9du/ePfzyyy84dOgQEhMTMX36dPTp0wehoaEYMWJEk+6NM4jQoO5ZBn0NC/oUFADdDgvaHhL4Fnc9DEB0RSNt8O6770q9T2D37t1Cz+fPn4/58+eruFeEaIauBAeiO1rSbVga0717d3Tv3h1LlizBn3/+iUOHDuHQoUNYsGABOnfuLAgQPj4+crWr16FB1rAA0H0M0uhTWKCgoD78wEDk0759e5nq3bt3T8U9IYQQ+VFY0C5OTk6IiIhAREQEnj9/jmPHjuHgwYMYMmQIYmJisGjRIpnb0svQIE9YUDZ9mWXQp6AAUFhQJwoLTXP//n24uLhg4sSJsLOz03R3iAGh2QbSVBQYtFuLFi0wZswYjBkzBvX19Xj48KFcx+tdaKjp7CT3SdFlSa/oW1AAdDcs6FpQACgsKEtqaip27dqFjRs3Ijg4GNOnT0dISIjIMqyEGCJ139eg0mVXlUnDN3x8Q2FB5zRr1gy2trbyHaOivugMCgyvwoI+BQbXN/4WPHTNIIf/UGAwcOPHj8fRo0dx9+5deHt7Izo6Gm+88QYWLlyIO3fuaLp7RM+FZWu6B0SXfMMoMBgSvZtpkJWh38OgTyGBTxdDAqCbswp8FBZUp23btli8eDEWL16M3NxcxMfHY/369SgvL0fr1q013T1CiIGjsGB4DDI0GPJeDBQWtIcuhwWAAoM6VFVV4fvvv8fOnTtx8eJFjBs3Ds2bN9d0twghBozCguFS6PKkpKQkuLm5gcvlwtvbG2fOnJFaPzc3F97e3uByuWjfvj22bt0qsW5qaio4HA5GjhypSNekquhgZpAzDPzLj/QtMOjiJUj8y490OTAs7nqYAoOKXbx4Ef/3f/8He3t7bNy4EaNHj0ZxcTFSU1NhZqa5MUxXx34iH7pEiUiiT4FBFeNZeno6PD09YWZmBk9PT2RkZAi9Hh8fDw6HI/RwcHBQ6nnxGRkZoaysTKT84cOHMDIyUqhNuUNDWloaoqKisHjxYuTl5SEgIADBwcFCmyC9rqCgACEhIQgICEBeXh4WLVqEuXPnit1F9cGDB5g3bx4CAgLkP5NGqCIsPHXhaPUsgz4HBV0NC7qMwoJ6dO3aFcOGDYO5uTnOnDmDq1evYs6cORq/JElXx35CtFbHTzXdA5np270LqhjPeDwewsLCEB4ejmvXriE8PBzjx4/HxYsXhdrq2rUrSkpKBI/r16+r5Bwl7UNUXV0NU1NThdrkMGm7G4nh6+uLXr16ITk5WVDm4eGBkSNHIiEhQaT+ggULcOjQIdy6dUtQFhERgWvXroHH4wnK6urqEBgYiGnTpuHMmTN48uQJfvjhB5n7VVlZCSsrK/R95xMYG3MF5aoKC9pM34ICoJuXIOl6SHhdU8MC/+ezoqIClpaWCh3b5+AcGLeQ/PNc+7wa50I3K/Qe2qRZs2Zo0aIFjI2NweFIHmsePXqkxl5p/9hfkQFYtlDs3IgobV96VZ0LBal09aS7HyuvLSV8URruCK2MoKDo+M8/DoEVgLGU42orgVz52lfFeBYWFobKykocPXpUUGfIkCFo3bo19u3bB+DVTMMPP/yA/Px8mfqpiE2bNgEAoqOjsWLFCrRs2VLwWl1dHU6fPo379+8jLy9P7rbluqehpqYGV65cwcKFC4XKg4KCcP78ebHH8Hg8BAUFCZUNHjwYKSkpePnyJUxMTAAAy5cvh62tLWbMmNHoFBHwKilVV1cLnvN3nK10M4ORqWqm7yksqB+FBc2imQX127Vrl6a7IEIXxn6iXLRnA9G1mYWGY4GZmZnYyzlVNZ7xeDxER0eL1ElMTBQqu3PnDpycnGBmZgZfX1+sXr1a5k09ZfHZZ58BeDXTsHXrVqFLkUxNTeHq6ir1UlFp5AoN5eXlqKurg729vVC5vb09SktLxR5TWloqtn5tbS3Ky8vh6OiIc+fOISUlRa7klZCQgGXLlsnTfYVpc1igoKA99CksABQYNGXKlCma7oIIQx37CTFEWhcWPgNgIeX1pwB6Ac7OzkLFcXFxiI+PF6muqvFMUp3X2/T19cWePXvQuXNn/PXXX1i5ciX8/f1x48YNWFtbSzlJ2RUUFAAA+vXrhwMHDij10laFVk9qOGXOGJM6jS6uPr/86dOneP/997Fjxw7Y2NjI3IfY2FjExMQInldWVop8wzSVNocFQP8CA4UF7UBhgUhiKGM/IYZK6wKDHIqKioQuT2ps0QhljmeythkcHCz4d7du3eDn54cOHTrgq6++EhrXlOHUqVNKbQ+QMzTY2NjAyMhIJImVlZWJpCs+BwcHsfWNjY1hbW2NGzdu4P79+xg+fLjg9fr6+ledMzbG7du30aFDB5F2JU07KQOFBfWisKA+Yy2v4vvKXmJfo7BAJDGUsZ8Io0uUDAc7rukeNJ2lpaVM9zSoYjyTVkdSmwDQokULdOvWTSUbd9bV1WH37t04ceIEysrKBOMr38mTJ+VuU67QYGpqCm9vb2RnZ2PUqFGC8uzsbISGhoo9xs/PDz/++KNQWVZWFnx8fGBiYgJ3d3eRO8eXLFmCp0+f4vPPP1fbJ0jaHhQA/QoLFBTUZ6zlVYnP+QGCAgORRp/HfkIa0wrzVHsztAbpQ1iQlyrGM36d7OxsofsasrKy4O/vL7Ev1dXVuHXrlkpWjouMjMTu3bsxdOhQeHl5SZ1FkZXclyfFxMQgPDwcPj4+8PPzw/bt21FYWIiIiFe37cfGxqK4uBh79uwB8Oru8s2bNyMmJgazZs0Cj8dDSkqK4E5yLpcLLy8vofdo1aoVAIiUK5MuhARAv4ICQGFBnRqGBXEMPSwkJSVh/fr1KCkpQdeuXZGYmCh18M7NzUVMTAxu3LgBJycnzJ8/XzD26Tt9GfsJIa8YYmDgU/Z4Brz6I71v375Yu3YtQkNDcfDgQRw/fhxnz54V1Jk3bx6GDx+Odu3aoaysDCtXrkRlZaVK7mVLTU3Fd999h5CQEKW1KXdoCAsLw8OHD7F8+XKUlJTAy8sLmZmZcHFxAQCUlJQIrXPr5uaGzMxMREdHY8uWLXBycsKmTZswZswYpZ2ELHQlJPBRWNAO+hoWAKCL858q7ol246/TnZSUhD59+mDbtm0IDg7GzZs30a5dO5H6/HW6Z82ahb179+LcuXOYPXs2bG1tlTqe+fn5YeTIkRgxYgQ8PDyU1m5T6erYL0JcxlNsIRFCdJIhhwU+VYxn/v7+SE1NxZIlS7B06VJ06NABaWlp8PX1FdT5448/8N5776G8vBy2trbo3bs3Lly4IHhfZTI1NUXHjh2V2qbc+zRoK/56vj3CV8HIlKtzIYGPwoJ20LWwIGtQADQTFrRxnwZV7TvQVF999RUOHTqErKwsODo6IjQ0FCNGjMA777yjlOllfSOyT4MiEz8UGqTSxvsa1D2/p7LLk9S8T4MmAkOT92m4WgFYSDnuaSXQS7HfL/rs008/xb1797B582al/e5QaPUkbfbUmQMjrm79YtW3oABQWFA1eUICn6HMLMiyVrcq9x1oqilTpmDKlCmorq7GiRMncPDgQYSFheHly5cYOnQoQkNDMXjwYDRv3lwp76c3ogE0U/DYCFBwIHqNZhcMz9mzZ3Hq1CkcPXoUXbt2FfkddeDAAbnb1LvQoEv0LSzoalAAdCMsKBIU+PQhMBT+aYNm5lyJr9f/UwVAtrW6VbVOtzKZmZkhJCQEISEh2LZtGy5evIhDhw7hk08+waRJk9C/f3/ExsaiT58+Sn1fQoj+oLBguFq1aiV0o7cyUGhQM30LCgCFBVUz9LAgL3nW6lbFOt2q4uvrC19fX6xatQq///47Dh06hJKSEpW/r8Gg2QadshXqv0RJ11BgMGy7du1SepsUGtRAH4MCQGFB1ZoSFgDDDAyAbGt1q2qdbnXp0KGD0LJ+REkoOBA9QGGB8NXW1iInJwe///47Jk6cCAsLC/z555+wtLREy5Yt5W6PQoOK6GtQACgsqBqFBdVT1TrdhOgj2uRNR2wFmHIXyyE67MGDBxgyZAgKCwtRXV2NQYMGwcLCAuvWrUNVVRW2bpX/ExIKDUqizyGBj8KCalFYUC9VrNNN9ADNNhAdRGGBNBQZGQkfHx9cu3ZNaDZ81KhRmDlzpkJtUmhoAgoK2s8QwgJAgUERerPvACHEYFFYIJKcPXsW586dg6mpqVC5i4sLiouLFWqTQoMMDCEcNERhQfUoLGje7NmzMXv2bLGv7d69W6QsMDAQV682/f+bPGpqalBQUIAOHTrA2JiGbELIKxQYiDT19fWoq6sTKf/jjz9gYWGhUJuKrmqtl6rb1Yh9GBLXN/7W6cAwyOE/Wh8YxlpepcBAGvXixQvMmDEDzZs3R9euXQWzHnPnzsWaNWs03Ds9R8vyEC3GOlJgII0bNGgQEhMTBc85HA6ePXuGuLg4hISEKNSmQX9sZWiBQBpdDgqA4cwsABQWDEVsbCyuXbuGnJwcDBkyRFA+cOBAxMXFiWxMRwjRfxQWiKw+++wz9OvXD56enqiqqsLEiRNx584d2NjYKHwvnkGFBgoJwnQ9KAAUFoj++uGHH5CWlobevXsL7QPh6emJ33//XYM9I4SoG4UFIi8nJyfk5+dj3759uHr1Kurr6zFjxgxMmjQJ5ubmCrWpt5cnGfplRtLo+iVIgGFdhgRQYDBEf//9N+zs7ETKnz9/rpbN5AghmkeXIqlOUlIS3NzcwOVy4e3tjTNnzkitn5ubC29vb3C5XLRv317skqXp6enw9PSEmZkZPD09kZGRIbG9hIQEcDgcREVFNfVUJDI3N8f06dOxefNmJCUlYebMmQoHBkAPZxpqnGvQzFxvs5DCdD0k8Gl7UACUN7MAUFgwZG+99RaOHDmCf/3rXwD+t+v0jh074Ofnp8muEULUgMKC6qSlpSEqKgpJSUno06cPtm3bhuDgYNy8eRPt2rUTqV9QUICQkBDMmjULe/fuxblz5zB79mzY2toKVtDj8XgICwvDihUrMGrUKGRkZGD8+PE4e/YsfH19hdq7dOkStm/fju7du6v0PIuLi3Hu3DmUlZWhvr5e6LW5c+fK3Z7ehQYijMKC+igzLAAUGAxdQkIChgwZgps3b6K2thaff/45bty4AR6Ph9zcXE13jxCiIhQWVG/jxo2YMWOGYL+CxMRE/PTTT0hOTkZCQoJI/a1bt6Jdu3aCG4s9PDxw+fJlbNiwQRAaEhMTMWjQIMTGxgJ4dV9abm4uEhMThe4hePbsGSZNmoQdO3Zg5cqVKjvHXbt2ISIiAqamprC2thaaoeZwOAqFBvpIXk/pwyVIgOFdhgS8CgsUGIi/vz/OnTuHFy9eoEOHDsjKyoK9vT14PB68vb013T1CiApQYFBcZWWl0KO6ulpsvZqaGly5cgVBQUFC5UFBQTh//rzYY3g8nkj9wYMH4/Lly3j58qXUOg3b/OijjzB06FAMHDhQrvOT1yeffIJPPvkEFRUVuH//PgoKCgSPe/fuKdQmzTToEX0ICa/ThbCgTBQUSEPdunXDV199peluEEJUjMKCFB2+ACy5kl+vrAIAODs7CxXHxcUhPj5epHp5eTnq6upgb28vVG5vb4/S0lKxb1FaWiq2fm1tLcrLy+Ho6Cixzuttpqam4urVq7h06ZLk81GSFy9eYMKECWjWTHnzAxQadJy+BQXA8MICQIGBiMrMzISRkREGDx4sVP7TTz+hvr4ewcHBGuoZIURZKCwoT1FRESwtLQXPzczMpNZvuKAEY0zqIhPi6jcsl9ZmUVERIiMjkZWVBS5XSghSkhkzZmD//v1KXZ6bQoMO0segAFBYIOR1CxcuFLuJG2MMCxcupNCgSqKLohCidAwfa7oLesXS0lIoNEhiY2MDIyMjkVmFsrIykZkCPgcHB7H1jY2NYW1tLbUOv80rV66grKxM6PLSuro6nD59Gps3b0Z1dTWMjIwaP1EZJSQkYNiwYTh27Bi6desGExMTodc3btwod5sUGnSEvgYFQPvDAkCBgajfnTt34OnpKVLu7u6Ou3fvaqBHhBBloLCgWaampvD29kZ2djZGjRolKM/OzkZoaKjYY/z8/PDjjz8KlWVlZcHHx0fwx7ifnx+ys7MRHR0tVMff3x8AMGDAAFy/fl2ojWnTpsHd3R0LFixQamAAgNWrV+Onn35Cly5dAEifEZEVhQYtpc8hgY/CAiGSWVlZ4d69e3B1dRUqv3v3Llq0aKGZThFCmoQCg3aIiYlBeHg4fHx84Ofnh+3bt6OwsBAREREAXq18VFxcjD179gAAIiIisHnzZsTExGDWrFng8XhISUkRWhUpMjISffv2xdq1axEaGoqDBw/i+PHjOHv2LADAwsICXl5eQv1o0aIFrK2tRcqVYePGjdi5cyemTp2qtDYpNGgRQwgKAIUFQmQxYsQIREVFISMjAx06dADwKjB8/PHHGDFihIZ7p8fo0iSiAhQWtEtYWBgePnyI5cuXo6SkBF5eXsjMzISLiwsAoKSkBIWFhYL6bm5uyMzMRHR0NLZs2QInJyds2rRJsNwq8GrFu9TUVCxZsgRLly5Fhw4dkJaWJrJHg7qYmZmhT58+Sm2TQoOGGEpAaEjbA4MqwgJAgYHIb/369RgyZAjc3d3xxhtvAAD++OMPBAQEYMOGDRruHSFEFhQWtNfs2bMxe/Zssa/t3r1bpCwwMBBXr0r/G2Hs2LEYO3aszH3IycmRua68IiMj8cUXX2DTpk1Ka1OhdZiUvfX2gQMH4OPjg1atWqFFixbo0aMHvv76a0W6plX4eyWIexgaXdlvQdlozwX9sGrVKvj7+6N58+Zo1aqVTMdMnToVHA5H6NG7d2+Z39PKygrnz5/HkSNHMHv2bHz88cc4ceIETp48KXMflI3GfkJkR4GBaNLPP/+Mr776Cu3bt8fw4cMxevRooYci5J5pUMXW223atMHixYvh7u4OU1NTHD58GNOmTYOdnZ3IcoPayBBDgKy0PSgANLtAGldTU4Nx48bBz88PKSkpMh83ZMgQ7Nq1S/Dc1NRUrvflcDgICgoS2TBIEwxi7KdLk4gSUFgg2qBVq1YKhwNJOIy/0KyMfH190atXLyQnJwvKPDw8MHLkSLFbby9YsACHDh3CrVu3BGURERG4du0aeDyexPfp1asXhg4dihUrVsjUr8rKSlhZWcE5OR7NzKWvf0t/5KueLoQFgO5dUBf+z2dFRYVMS+KJO7axn+36f6pQ9GG8Qu8hq927dyMqKgpPnjxptO7UqVPx5MkT/PDDDwq/3/Pnz5Gbm4vCwkLU1NQIvTZ37lyF21WEto/9Fa6AZVP3MKLQIFHaIE33QFSEmt7nCWS/HJACgyhFx3/+cahY2fjmblZLVDr2k1fkmmngb73dcKMIRbbeTklJwcuXL0XWjWWM4eTJk7h9+zbWrl0rsS/V1dVCW4RXVlaK1KFwoH4UFoimNRwLzMzMGt3kR1VycnJgZ2eHVq1aITAwEKtWrYKdnZ1Mx+bl5SEkJAQvXrzA8+fP0aZNG5SXl6N58+aws7NTa2jQtbFfIRQYdIq6AoOsKCwQbVRbW4ucnBz8/vvvmDhxIiwsLPDnn3/C0tISLVu2lLs9uUKDqrbeBoCKigq0bdtWsLlFUlISBg2S/NFGQkICli1bJlLezqkcxi008weCodOFwECXIuku0yJTGHElX95TV1UPAHB2dhYqj4uLQ3x8vCq7JlZwcDDGjRsHFxcXFBQUYOnSpejfvz+uXLkiU4iJjo7G8OHDkZycjFatWuHChQswMTHB+++/j8jISDWcwf/owthPVEcbZxm0BYUFoq0ePHiAIUOGoLCwENXV1Rg0aBAsLCywbt06VFVVidxjJguFJnNVsfW2hYUF8vPzcenSJaxatQoxMTFS7yqPjY1FRUWF4FFUVKTAmRBl0IWbnAG60dlQFBUVCY0NsbGxYuvFx8eL3Kjc8HH58mWF+xEWFoahQ4fCy8sLw4cPx9GjR/Hbb7/hyJEjMh2fn5+Pjz/+GEZGRjAyMkJ1dTWcnZ2xbt06LFq0SOF+NYXejv00y0AUQIGBaLPIyEj4+Pjg8ePHMDc3F5SPGjUKJ06cUKhNuWYaVLX1NgA0a9YMHTt2BAD06NEDt27dQkJCAt59912x7WrykgPyii4EBYBmFwyNpaWlTNe1zpkzBxMmTJBap+HGak3h6OgIFxcX3LlzR6b6JiYmgj+u7e3tUVhYCA8PD1hZWQmtH64OOjH2fwZA2p532nY9C9FZFBaILjh79izOnTsnsgCHi4sLiouLFWpTrtCgqq23xWGMCV23SrQHhQUKC/rAxsYGNjY2anu/hw8foqioSHBZTmN69uyJy5cvo3PnzujXrx8++eQTlJeX4+uvv0a3bt1U3FthejH202wCUQIKDERX1NfXo66uTqT8jz/+gIWFhUJtyn15UkxMDL788kvs3LkTt27dQnR0tMjW25MnTxbUj4iIwIMHDxATE4Nbt25h586dSElJwbx58wR1EhISkJ2djXv37uE///kPNm7ciD179uD9999X6KSIaujKZUgAXYpElKuwsBD5+fkoLCxEXV0d8vPzkZ+fj2fPngnquLu7IyMjAwDw7NkzzJs3DzweD/fv30dOTg6GDx8OGxsboT+6pVm9erUgYKxYsQLW1tb48MMPUVZWhu3btyv/JBtBYz8xVK0wDwwfU2AgOmXQoEFITEwUPOdwOHj27Bni4uIQEhKiUJty79Ogiq23nz9/jtmzZ+OPP/6Aubk53N3dsXfvXoSFhSl0UkS5dCUoADS7QFTjk08+wVdffSV43rNnTwDAqVOnBJfR3L59GxUVFQAAIyMjXL9+HXv27MGTJ0/g6OiIfv36IS0tTaZPeBhjsLW1RdeuXQEAtra2yMzMVPJZyYfGfmKIHkOuVekJ0RqfffYZ+vXrB09PT1RVVWHixIm4c+cObGxssG/fPoXalHufBm3FX8+3z8E5tHqSEhl6YKCwoBzK2Kehw6LVMOJKXqu7rqoKv69epBdrddfX14PL5eLGjRvo1KmTpruj1QTfWxmApbR7GojCtHH1JHXcokKBQTlonwbN+eeff5CamoorV66gvr4evXr1wqRJk4RujJZHU7fCIXpKly5FAigwEP3SrFkzdOrUCQ8fPtR0V4iB08bAoGqPwSgwGICkpCS4ubmBy+XC29sbZ86ckVo/NzcX3t7e4HK5aN++vdglS9PT0+Hp6QkzMzN4enoKLlnlS05ORvfu3QULdvj5+eHo0aNKPa/XmZubY9q0adi8eTOSkpIwc+ZMhQMDQKGBNKCLYUHZgYHuXSDaYN26dfj3v/+NX3/9VdNdIcRgUFgwDGlpaYiKisLixYuRl5eHgIAABAcHS1yZrqCgACEhIQgICEBeXh4WLVqEuXPnIj09XVCHx+MhLCwM4eHhuHbtGsLDwzF+/HhcvHhRUOeNN97AmjVrcPnyZVy+fBn9+/dHaGgobty4ofRzTEhIwM6dO0XKd+7cKXUDTWno8iQCQLcuQ+JTRVggqkGXJ8mvdevWePHiBWpra2Fqairy6dCjR4801DPtQpcnqZa2zjQo+/IkCguqo42XJ/n6+qJXr15ITk4WlHl4eGDkyJFISEgQqb9gwQIcOnQIt27dEpRFRETg2rVr4PF4AF7d91VZWSk0czBkyBC0bt1a6j0Ebdq0wfr16zFjxgyZ+i4rV1dXfPvtt/D39xcqv3jxIiZMmICCggK525T7Rmiif3QtMNClSMQQfPbZZ1I3TiOENB2FBf1RWVkp9FzSni41NTW4cuUKFi5cKFQeFBSE8+fPi22bx+MhKChIqGzw4MFISUnBy5cvYWJiAh6Ph+joaJE6r69g9Lq6ujrs378fz58/h5+fX2OnJ7fS0lKxS3zb2tqipKREoTYpNBgwXQsLAM0uEMMxdepUTXeBEL1GgUE3WGEJpH18wgBUAHB2dhYqj4uLQ3x8vEj98vJy1NXViWxMaW9vL7IhJV9paanY+rW1tSgvL4ejo6PEOg3bvH79Ovz8/FBVVYWWLVsiIyMDnp6eUs5QMc7Ozjh37hzc3NyEys+dOwcnJyeF2qTQYGB0MSjwUWAghsTIyAglJSWws7MTKn/48CHs7OzEbtpDiDJp66VJTUVhQT8VFRUJXZ4kduf41zScyWWMSZ3dFVe/YbksbXbp0gX5+fl48uQJ0tPTMWXKFOTm5io9OMycORNRUVF4+fIl+vfvDwA4ceIE5s+fj48/VmzPEQoNBoLCwv9QWCC6QNLtZtXV1TA1NVVzbwjRDxQY9Bd/RaLG2NjYwMjISGQGoKysTGSmgM/BwUFsfWNjY1hbW0ut07BNU1NTdOzYEQDg4+ODS5cu4fPPP8e2bdsa7bs85s+fj0ePHmH27NmoqakBAHC5XCxYsACxsbEKtUmhQc/pclgAlBsYKCwQXbBp0yYArz6x+vLLL9GyZUvBa3V1dTh9+jTc3d011T1CNE6Rm6ApLBA+U1NTeHt7Izs7G6NGjRKUZ2dnIzQ0VOwxfn5++PHHH4XKsrKy4OPjAxMTE0Gd7OxsofsasrKyRG5EbogxhurqakVPRyIOh4O1a9di6dKluHXrFszNzdGpU6dGZ2CkodCgp3Q9LAAUGIhh+uyzzwC8+kWydetWGBkZCV4zNTWFq6ur2PXBCSGiKCwQcWJiYhAeHg4fHx/4+flh+/btKCwsRETEq0gaGxuL4uJi7NmzB8CrlZI2b96MmJgYzJo1CzweDykpKUKrIkVGRqJv375Yu3YtQkNDcfDgQRw/fhxnz54V1Fm0aBGCg4Ph7OyMp0+fIjU1FTk5OTh27JjKzrVly5Z46623lNIWhQY9ow9hAVBeYKCwQHQNfxm8fv364cCBA2jdurWGe0SIbqLAQCQJCwvDw4cPsXz5cpSUlMDLywuZmZlwcXEBAJSUlAjt2eDm5obMzExER0djy5YtcHJywqZNmzBmzBhBHX9/f6SmpmLJkiVYunQpOnTogLS0NPj6+grq/PXXXwgPD0dJSQmsrKzQvXt3HDt2DIMGqeYGokuXLmH//v0oLCwUXKLEd+DAAbnbo9CgJ/QlLAAUGAgBgFOnTmm6C8SA6fJN0BQWiCxmz56N2bNni31t9+7dImWBgYG4elX63ydjx47F2LFjJb6ekpIiVx+bIjU1FZMnT0ZQUBCys7MRFBSEO3fuoLS0VOiyLHlQaNBx+hQWAOUEBgoLhBBimCgwEPLK6tWr8dlnn+Gjjz6ChYUFPv/8c7i5ueGDDz4Qu3+DLCg06CB9Cwp8TQ0MFBYIIcQwUVggRNjvv/+OoUOHAni1/Ozz58/B4XAQHR2N/v37Y9myZXK3SaFBR+hrUOCjwEAIIUReFBYIEa9NmzZ4+vQpAKBt27b49ddf0a1bNzx58gQvXrxQqM1myuwgUa5BDv8RPPTVWMurTQoMXZz/pMBAVG7EiBFo164duFwuHB0dER4ejj//lP59xxhDfHw8nJycYG5ujnfffRc3btxQU48JUZyu3M9AgYEQyQICApCdnQ0AGD9+PCIjIzFr1iy89957GDBggEJt6uVMg7L+yM4u1cxa6PocEl5HswtEV/Tr1w+LFi2Co6MjiouLMW/ePIwdOxbnz5+XeMy6deuwceNG7N69G507d8bKlSsxaNAg3L59GxYWFo2+57Fjx9CyZUu88847AIAtW7Zgx44d8PT0xJYtW2hVJWKwKCwQ0rjNmzejqqoKwKslZE1MTHD27FmMHj0aS5cuVahNDpO07aiOqayshJWVFZZcCAK3pYlK3kOVIcJQggJfU2cXiG7h/3xWVFTItGOnuGM7LFoNIy5XYr26qir8vnqRQu8hr0OHDmHkyJGorq4WbOzzOsYYnJycEBUVhQULFgB4tZOzvb091q5diw8++KDR9+jWrRvWrl2LkJAQXL9+HW+99RZiYmJw8uRJeHh4YNeuXUo/L10k+N7KACxbaLo3+kGbZxrCKDDoHEXHf/5xVhUAR8phrBKosIJaxn5Dp5czDaoi7g/7xoKEoYUBWSgaGCgsEFlUVlYKPTczM2vSDpgNPXr0CN988w38/f3FBgbg1V4LpaWlCAoKEupHYGAgzp8/L1NoKCgogKenJwAgPT0dw4YNw+rVq3H16lWEhIQo52QI0REUFghpXMPff9IoErAoNDQRhQL5UGAgirIoYjAylfyHQ13Nq9ecnZ2FyuPi4hAfH9/k91+wYAE2b96MFy9eoHfv3jh8+LDEuqWlpQAAe3t7oXJ7e3s8ePBApvczNTUV3Kx2/PhxTJ48GcCrm9vk+cVAiDy0bZaBwgIhsmvVqhU4HI7UOowxcDgc1NXVyd0+hQaiNooEBgoLRF5FRUVCn6BImmWIj49vdMm5S5cuwcfHBwDw73//GzNmzMCDBw+wbNkyTJ48GYcPH5Y6QDd8jT9Yy+Kdd95BTEwM+vTpg59//hlpaWkAgN9++w1vvPGGTG0QossoMBAiH1VvCkqhgWgtCgxEEZaWljJNu86ZMwcTJkyQWsfV1VXwbxsbG9jY2KBz587w8PCAs7MzLly4AD8/P5HjHBwcALyacXh9E52ysjKR2QdJNm/ejNmzZ+P7779HcnIy2rZtCwA4evQohgwZIlMbhOgiCguEKCYwMFCl7VNoIGohzywDhQWiDvwQoAj++hHV1dViX3dzc4ODgwOys7PRs2dPAEBNTQ1yc3Oxdu1amd6jXbt2Yi+B+uyzzxTqMyG6gAIDIcrz+PFjpKSk4NatW+BwOPDw8MC0adPQpk0bhdpTaJ+GpKQkuLm5gcvlwtvbG2fOnJFaPzc3F97e3uByuWjfvj22bt0q9PqOHTsQEBCA1q1bo3Xr1hg4cCB+/vlnRbpGdBjtuUC00c8//4zNmzcjPz8fDx48wKlTpzBx4kR06NBBaJbB3d0dGRkZAF5dlhQVFYXVq1cjIyMDv/76K6ZOnYrmzZtj4sSJMr3v1atXcf36dcHzgwcPYuTIkVi0aBFqamqUe5IyorFfv2nyfoYwMAoMRK2UPZ4Brxat8PT0hJmZGTw9PQW/E/gSEhLw1ltvwcLCAnZ2dhg5ciRu376t1PN6vb+urq7YtGkTHj9+jEePHmHTpk1wc3NDbm6uQm3KHRrS0tIQFRWFxYsXIy8vDwEBAQgODkZhYaHY+gUFBQgJCUFAQADy8vKwaNEizJ07F+np6YI6OTk5eO+993Dq1CnweDy0a9cOQUFBKC4uVuikiHaRZZaBwgLRVubm5jhw4AAGDBiALl26YPr06fDy8kJubq7Q/RK3b99GRUWF4Pn8+fMRFRWF2bNnw8fHB8XFxcjKypJpjwYA+OCDD/Dbb78BAO7du4cJEyagefPm2L9/P+bPn6/ck5QBjf1EVSgsEHVTxXjG4/EQFhaG8PBwXLt2DeHh4Rg/fjwuXrwoqJObm4uPPvoIFy5cQHZ2NmpraxEUFITnz58r/Rw/+ugjhIWFoaCgAAcOHMCBAwcEv0s++ugjhdqUe58GX19f9OrVC8nJyYIyDw8PjBw5EgkJCSL1FyxYgEOHDuHWrVuCsoiICFy7dg08Hk/se9TV1aF169bYvHmzYMWQxqhjnwYiv8YCA4UFw6CMfRp6hK+CkamUfRpqqpD/9WK9WavbysoKV69eRYcOHbB27VqcPHkSP/30E86dO4cJEyagqKhIrf3R9rGf9mloOnXPNFBYMAzauE+DKsazsLAwVFZW4ujRo4I6Q4YMQevWrbFv3z6x/fj7779hZ2eH3Nxc9O3bV6a+y8rc3Bz5+fno0qWLUPnt27fRo0cP/PPPP3K3KddMQ01NDa5cuSK09jgABAUFSdwZlcfjidQfPHgwLl++jJcvX4o95sWLF3j58qXUa66qq6tRWVkp9CDahQIDIYpjjKG+vh7AqyVX+XszODs7o7y8XK19obGfKBNdikRUoeG4IOmeM1WNZ5LqSGoTgGB2WtF7DKTp1auXUMjhu3XrFnr06KFQm3LdCF1eXo66ujqxa4/z1yVvqLS0VGz92tpalJeXC60swrdw4UK0bdsWAwcOlNiXhISERpdLJNqJwgIhjfPx8cHKlSsxcOBA5ObmCj4RKygokHkFJmWhsV//qWuWgcICkddnAJpLef0FgOmQfY8eVY1nkupIapMxhpiYGLzzzjvw8vKScoaKmTt3LiIjI3H37l307t0bAHDhwgVs2bIFa9aswS+//CKo2717d5naVGj1JHnXHhdXX1w5AKxbtw779u1DTk4OuFzJlyLExsYiJiZG8LyyslLkG4ZojrhZBgoLhMguMTERkyZNwg8//IDFixejY8eOAIDvv/8e/v7+GukTjf1EURQWiKrJukcPnyrGM3nanDNnDn755RecPXtWaj8V9d577wGA2Hvg3nvvPXA4HLk3epMrNNjY2MDIyEgkNUlbe9zBwUFsfWNjY1hbWwuVb9iwAatXr8bx48cbTT1mZmaNfkMQ7UGBgRD5dO/eXWj1JL7169fDyMhIrX2hsZ80BQUGog6y7tGjqvFMUh1xbf7rX//CoUOHcPr0aZVt1llQUKD0NuW6p8HU1BTe3t7Izs4WKs/Ozpb4yZefn59I/aysLPj4+MDE5H83LK9fvx4rVqzAsWPHBDuwEt30+iwDLaNKiOKePHmCL7/8ErGxsXj06BEA4ObNmygrK1NrP2jsJ4qgexeINlLVeCapzuttMsYwZ84cHDhwACdPnoSbm5syTkksFxcXmR+ykvvypJiYGISHh8PHxwd+fn7Yvn07CgsLERERAeDV1HFxcTH27NkD4NXd5Zs3b0ZMTAxmzZoFHo+HlJQUoTvJ161bh6VLl+Lbb7+Fq6urIKm1bNkSLVu2lLeLREtQWCBEcb/88gsGDBiAVq1a4f79+5g1axbatGmDjIwMPHjwQDDGqguN/fpL2fczUFAg2k4V41lkZCT69u2LtWvXIjQ0FAcPHsTx48eFLj/66KOP8O233+LgwYOwsLAQjHlWVlYwNzdX+nnevn0bX3zxhWBzN3d3d/zrX/8SWVFJVnLv0xAWFobExEQsX74cPXr0wOnTp5GZmSlIKiUlJULr3Lq5uSEzMxM5OTno0aMHVqxYgU2bNmHMmDGCOklJSaipqcHYsWPh6OgoeGzYsEGhkyKaRbMLhDRdTEwMpk2bhjt37ghd4x8cHIzTp0+rvT809hNZUGAgukAV45m/vz9SU1Oxa9cudO/eHbt370ZaWhp8fX0FdZKTk1FRUYF3331XaMxLS0tT+jl+//338PLywpUrV/Dmm2+ie/fuuHr1Kry8vLB//36F2pR7nwZtRfs0aN7iroc13QWipWifBvm9vk+DhYUFrl27hvbt2+PBgwfo0qULqqqqNN1FrUD7NDSdMmYaKCwQSZq6T8POCqC5lMNeVALT5dynwRC0b98e77//PpYvXy5UHhcXh6+//hr37t2Tu025ZxoIEYcCAyHKxeVyxe5BcPv2bdja2mqgR4SIR4GBEO1TWloqdpPM999/X+IysI2h0ECaZHHXwxQYCFGB0NBQLF++XLBxEIfDQWFhIRYuXCg0JU6IptCNzoRor3fffRdnzpwRKT979iwCAgIUalOhfRoIAWh2gRBV2rBhA0JCQmBnZ4d//vkHgYGBKC0thZ+fH1atWqXp7hE9ocilSRQUCNF+I0aMwIIFC3DlyhWhzd3279+PZcuW4dChQ0J1ZUGhgciNwgIhqmdpaYmzZ8/i5MmTuHr1Kurr69GrVy+puyUTomoUGAjRDbNnzwbwasGJpKQksa8BUN3mbsSwUVggRD1qa2vB5XKRn5+P/v37o3///pruEjFwFBYI0S319fVKb5PuaSAyocBACFBdXY0ePXqAw+EgPz9fat2pU6eCw+EIPfhTxI0xNjaGi4uLzJ/+EKJKFBgI0Q9Pnjxp0vEUGohUdKMzIf8zf/58ODk5yVx/yJAhKCkpETwyMzNlPnbJkiVCO0ETom50ozMhumvt2rVC+z+MGzcObdq0Qdu2bXHt2jWF2qTLk4hEFBYI+Z+jR48iKysL6enpOHr0qEzHmJmZwcHBQaH327RpE+7evQsnJye4uLigRQvhTQiuXr2qULuENIaCAiG6b9u2bdi7dy8AIDs7G8ePH8exY8fw3Xff4d///jeysrLkbpNCAxFBYYEQYX/99RdmzZqFH374Ac2bN5f5uJycHNjZ2aFVq1YIDAzEqlWrYGdnJ9OxoaGh4HA4inaZkEaJWzmJAgMh+qGkpATOzs4AgMOHD2P8+PEICgqCq6ur0C7V8qDQQAQoLBB90HBDNDMzM5iZmSncHmMMU6dORUREBHx8fHD//n2ZjgsODsa4cePg4uKCgoICLF26FP3798eVK1dk6k98fLzCfSZEXhQWCNEvrVu3RlFREZydnXHs2DGsXLkSwKvfaYreL0ehgQCgwEC0n2VBNYyNJX/yXltbDQCCT1b44uLixP4BHh8fj2XLlkl9z0uXLuH8+fOorKxEbGysXP0NCwsT/NvLyws+Pj5wcXHBkSNHMHr06EaPb9++PS5dugRra2uh8idPnqBXr164d++eXP0hRBIKDITon9GjR2PixIno1KkTHj58iODgYABAfn4+OnbsqFCbdCO0gaMbnYm+KSoqQkVFheAh6Y/9OXPm4NatW1IfXl5eOHnyJC5cuAAzMzMYGxsLBlsfHx9MmTJF5n45OjrCxcUFd+7ckan+/fv3xX4aVF1djT/++EPm9yVEErrRmRiypKQkuLm5gcvlwtvbW+zuya/Lzc2Ft7c3uFwu2rdvj61bt4rUSU9Ph6enJ8zMzODp6YmMjAyh10+fPo3hw4fDyckJHA4HP/zwgzJPSchnn32GOXPmwNPTE9nZ2WjZsiWAV5ctvb5PgzxopsGAUVgg+sjS0hKWlpaN1rOxsYGNjU2j9TZt2iSY1gWAP//8E4MHD0ZaWppc14U+fPgQRUVFcHR0lFrv9V06f/rpJ1hZWQme19XV4cSJE3Bzc5P5fQkRMYiCAjFsaWlpiIqKQlJSEvr06YNt27YhODgYN2/eRLt27UTqFxQUICQkBLNmzcLevXtx7tw5zJ49G7a2thgzZgwAgMfjISwsDCtWrMCoUaOQkZGB8ePH4+zZs4LfFc+fP8ebb76JadOmCY5TFRMTE8ybN0+kPCoqSuE2OYwxvRg9KisrYWVlhSUXgsBtaaLp7mg1CgtE3fg/nxUVFTL9QS/u2L7vfAJjY67EerW1VTh9drlC7yGP+/fvw83NDXl5eejRo4eg3N3dHQkJCRg1ahSePXuG+Ph4jBkzBo6Ojrh//z4WLVqEwsJC3Lp1CxYWFhLbb9bs1QQwh8NBw+HZxMQErq6u+PTTTzFs2DCVnJ+uEXxvZQCWLRqvb/AoMBA1U3T85x+3swJoLuWwF5XAdCvI1b6vry969eqF5ORkQZmHhwdGjhyJhIQEkfoLFizAoUOHcOvWLUFZREQErl27Bh6PB+DVJamVlZVCq+sNGTIErVu3xr59+0Ta5HA4yMjIwMiRI2XqsywOHTqE4OBgmJiYCH0AJc6IESPkbp9mGgwMBQZCVOP27duoqKgAABgZGeH69evYs2cPnjx5AkdHR/Tr1w9paWlSAwPwv1083dzccOnSJZlmQwhpFIUFoudkXQSjpqYGV65cwcKFC4XKg4KCcP78ebFt83g8BAUFCZUNHjwYKSkpePnyJUxMTMDj8RAdHS1SJzExUYGzUczIkSNRWloKOzs7qWGEw+EodDM0hQYDQWGBEOVwdXUVmQEAIFRmbm6On376qUnvU1BQ0KTjCRGgwEB02JiT0mcRK58D0yH7Ihjl5eWoq6uDvb29ULm9vT1KS0vFvkdpaanY+rW1tSgvL4ejo6PEOpLaVAX+h04N/60sFBr0HIUFQnTLxYsX8ejRI8FKFwCwZ88exMXF4fnz5xg5ciS++OKLJi0jSwwEhQViQIqKioQuT2psjGy4Dw5jTOreOOLqNyyXt01dQ6sn6TEKDITonvj4ePzyyy+C59evX8eMGTMwcOBALFy4ED/++KPYa24JERjEKDAQg8NfBIP/kBQabGxsYGRkJDIDUFZWJjJTwOfg4CC2vrGxsWBZbEl1JLWpSvX19di5cyeGDRsGLy8vdOvWDSNGjMCePXvEzpTLikKDHqJlVAnRXfn5+RgwYIDgeWpqKnx9fbFjxw7ExMRg06ZN+O677zTYQ6LVKCwQIpWpqSm8vb2RnZ0tVJ6dnQ1/f3+xx/j5+YnUz8rKgo+PD0xMTKTWkdSmqjDGMGLECMycORPFxcXo1q0bunbtigcPHmDq1KkYNWqUwm3T5Ul6hsICIbrt8ePHQp9M5ebmYsiQIYLnb731FoqKijTRNaLNKCwQIrOYmBiEh4fDx8cHfn5+2L59OwoLCxEREQEAiI2NRXFxMfbs2QPg1UpJmzdvRkxMDGbNmgUej4eUlBShVZEiIyPRt29frF27FqGhoTh48CCOHz+Os2fPCuo8e/YMd+/eFTwvKChAfn4+2rRpI3apV0Xs3r0bp0+fxokTJ9CvXz+h106ePImRI0diz549mDx5stxt00yDnqDZBUL0g729veAm6JqaGly9ehV+fn6C158+fSr4ZIsQABQYCJFTWFgYEhMTsXz5cvTo0QOnT59GZmYmXFxcALzaAK2wsFBQ383NDZmZmcjJyUGPHj2wYsUKbNq0SWivBX9/f6SmpmLXrl3o3r07du/eLbKfz+XLl9GzZ0/07NkTwKvw0rNnT3zyySdKO7d9+/Zh0aJFIoEBAPr374+FCxfim2++UahtmmnQcRQUCNEvQ4YMwcKFC7F27Vr88MMPaN68OQICAgSv//LLL+jQoYMGe0i0BoUFQhQ2e/ZsiTsj7969W6QsMDAQV69eldrm2LFjMXbsWImvv/vuu026p0AWv/zyC9atWyfx9eDgYGzatEmhthWaaVD21ts3btzAmDFj4OrqCg6Ho9Y1bXUZBQZC9M/KlSthZGSEwMBA7NixAzt27ICpqang9Z07d4qsF64uNPZrCbrRmRAiwaNHj6TefG1vb4/Hjx8r1LbcoYG/9fbixYuRl5eHgIAABAcHC03jvI6/9XZAQADy8vKwaNEizJ07F+np6YI6L168QPv27bFmzRo4ODgodCKGhC5FIkR/2dra4syZM3j8+DEeP34sctPa/v37ERcXp/Z+0divJSgsEEKkqKurg7Gx5AuJjIyMUFtbq1Dbcl+etHHjRsyYMQMzZ84EACQmJuKnn35CcnKy2GUAt27dinbt2gk+QfLw8MDly5exYcMGwbVgb731Ft566y0AENmhjwijsECIYbCyshJb3qZNGzX35BUa+zWMwgIhRAaMMUydOlXikrPV1dUKty1XaFDV1tuKqK6uFjrxhtuH6xsKC4QQTaGxX8MoMBBCZDRlypRG6yiychIgZ2hQ1dbbikhISMCyZcsUOlaXUFgghGgajf0aQmGBECKnXbt2qaxthW6EVsXW2/KKjY1FRUWF4KGP65ZTYCCEaBMa+9WEbnQmhGghuWYaVLX1tiLMzMwkXq+l6ygsEEK0CY39akRhgRCipeSaaVDV1tvkfygwEEK0DY39akCzC4QQLSf35UkxMTH48ssvsXPnTty6dQvR0dEiW2+/foNFREQEHjx4gJiYGNy6dQs7d+5ESkoK5s2bJ6hTU1OD/Px85Ofno6amBsXFxcjPzxfaalvf0TKqhGi3I0eOwNfXF+bm5rCxscHo0aOl1meMIT4+Hk5OTjA3N8e7776LGzduqKm3ykdjvwpRWCCE6AC5l1wNCwvDw4cPsXz5cpSUlMDLy0umrbejo6OxZcsWODk5iWy9/eeffwq21AaADRs2YMOGDQgMDEROTk4TTk/7UVAgRPulp6dj1qxZWL16Nfr37w/GGK5fvy71mHXr1mHjxo3YvXs3OnfujJUrV2LQoEG4ffs2LCws1NRz5aGxXwUoLBBCdAiHqXo/azWprKyElZUVllwIArelbkx9U2AghoL/81lRUQFLS0uFju37zicwNuZKrFdbW4XTZ5cr9B7S1NbWwtXVFcuWLcOMGTNkOoYxBicnJ0RFRWHBggUAXi0Vam9vj7Vr1+KDDz5QWv8MneB7KwOwbKHp3siIwgIxIIqO/7L+bFc+B6xGQeljPxGl0OpJpGnoUiRCVKeyslLo0ZSNbADg6tWrKC4uRrNmzdCzZ084OjoiODhY6qVGBQUFKC0tFdqnwMzMDIGBgRL3NSAGggIDIVohKSkJbm5u4HK58Pb2xpkzZ6TWz83Nhbe3N7hcLtq3b4+tW7eK1ElPT4enpyfMzMzg6emJjIyMJr+vNqHQoGYUFghRjOlvf8L0P39Ifvz2JwDA2dkZVlZWgoe43Yrlce/ePQBAfHw8lixZgsOHD6N169YIDAzEo0ePxB7DXzVInn0NiJ6jG50J0RppaWmIiorC4sWLkZeXh4CAAAQHBwtdYvm6goIChISEICAgAHl5eVi0aBHmzp2L9PR0QR0ej4ewsDCEh4fj2rVrCA8Px/jx43Hx4kWF31fbUGhQE5pdIEQ9ioqKhNbxj42NFVsvPj4eHA5H6uPy5cuor68HACxevBhjxoyBt7c3du3aBQ6Hg/3790vti7z7GhA9RWGBEK2yceNGzJgxAzNnzoSHhwcSExPh7OyM5ORksfW3bt2Kdu3aITExER4eHpg5cyamT5+ODRs2COokJiZi0KBBiI2Nhbu7O2JjYzFgwAAkJiYq/L7aRu4boYl8KCgQol6WlpYyXdc6Z84cTJgwQWodV1dXPH36FADg6ekpKDczM0P79u0lfjrk4OAA4NWMw+s7H0vb14DoIQoLhKhNZWWl0HNJe7rU1NTgypUrWLhwoVB5UFCQxMtHeTye0OWmADB48GCkpKTg5cuXMDExAY/HQ3R0tEgdfmhQ5H21DYUGFaLAQIj2srGxgY2NTaP1vL29YWZmhtu3b+Odd94BALx8+RL3798XrBzUkJubGxwcHJCdnS1YHaimpga5ublYu3at8k6CaCcKC4QoTzSkXxfzajIYzs7OQsVxcXGIj48XqV5eXo66ujq5Lh8tLS0VW7+2thbl5eVwdHSUWIffpiLvq20oNKgAhQVC9IelpSUiIiIQFxcHZ2dnuLi4YP369QCAcePGCeq5u7sjISEBo0aNAofDQVRUFFavXo1OnTqhU6dOWL16NZo3b46JEydq6lSIOlBgIEQjioqKhGaZG9s5Xt7LR8XVb1guS5u6fNkqhQYlo8BAiP5Zv349jI2NER4ejn/++Qe+vr44efIkWrduLahz+/ZtVFRUCJ7Pnz8f//zzD2bPno3Hjx/D19cXWVlZOrlHA5EBhQVCNErWS1NtbGxgZGQk8um+tMtHHRwcxNY3NjaGtbW11Dr8NhV5X21DN0IrCd3oTIj+MjExwYYNG/DXX3+hsrIS2dnZ6Nq1q1AdxhimTp0qeM7hcBAfH4+SkhJUVVUhNzcXXl5eau45UQsKDIToDFNTU3h7eyM7O1uoPDs7G/7+/mKP8fPzE6mflZUFHx8fmJiYSK3Db1OR99U2NNPQRBQUCCHEQFFYIEQnxcTEIDw8HD4+PvDz88P27dtRWFiIiIgIAEBsbCyKi4uxZ88eAEBERAQ2b96MmJgYzJo1CzweDykpKdi3b5+gzcjISPTt2xdr165FaGgoDh48iOPHj+Ps2bMyv6+2o9DQBBQYCCHEAFFYIESnhYWF4eHDh1i+fDlKSkrg5eWFzMxMweIWJSUlQqvjubm5ITMzE9HR0diyZQucnJywadMmjBkzRlDH398fqampWLJkCZYuXYoOHTogLS0Nvr6+Mr+vtuMw/p0cOo6/3fiSC0HgtjRR6XtRWCBEPvyfz4qKCpmuORV37EC7mTBuZiqxXm19DY6XfanQexDdJfjeygAsW6jhDSkwECIXRcd/wXGugKWUi+kr6wGr+6CxXw1opkFOFBgIIcQAUVgghBg4Cg0yorBACCEGigIDIYRQaGgMhQVCCDFQFBYIIUSAQoMUFBgIIcQAUVgghBARFBrEoLBACCEGigIDIYSIRaGhAQoMhBBigCgsEEKIVBQa/ovCAiGEGCgKDIQQ0iiDDw0UFgghxEBRWCCEEJkZdGigwEAIIQaIwgIhhMjNIEMDhQVCCDFQFBgIIUQhBhcaKDAQQogBorBACCFN0kyRg5KSkuDm5gYulwtvb2+cOXNGav3c3Fx4e3uDy+Wiffv22Lp1q0id9PR0eHp6wszMDJ6ensjIyFCkaxIt7nqYAgMhRG45OTngcDhiH5cuXZJ43NSpU0Xq9+7dW409Vz5dHPsBUGAghCjk8ePHCA8Ph5WVFaysrBAeHo4nT55IPYYxhvj4eDg5OcHc3Bzvvvsubty4IVSnuroa//rXv2BjY4MWLVpgxIgR+OOPP4TqrFq1Cv7+/mjevDlatWql5DNTjNyhIS0tDVFRUVi8eDHy8vIQEBCA4OBgFBYWiq1fUFCAkJAQBAQEIC8vD4sWLcLcuXORnp4uqMPj8RAWFobw8HBcu3YN4eHhGD9+PC5evKj4mf0XhQVCSFP4+/ujpKRE6DFz5ky4urrCx8dH6rFDhgwROi4zM1NNvVY+XRv7AbwKCxQYCCEKmjhxIvLz83Hs2DEcO3YM+fn5CA8Pl3rMunXrsHHjRmzevBmXLl2Cg4MDBg0ahKdPnwrqREVFISMjA6mpqTh79iyePXuGYcOGoa6uTlCnpqYG48aNw4cffqiy85Mbk9Pbb7/NIiIihMrc3d3ZwoULxdafP38+c3d3Fyr74IMPWO/evQXPx48fz4YMGSJUZ/DgwWzChAky96uiooIBYEsuBLGVvw5lK38dKvOxhBDV4v98VlRUKHzsQLuZbIjDbImPgXYzFX4PedTU1DA7Ozu2fPlyqfWmTJnCQkNDVdoXddL2sb8iA4xl/fdBCNEaio7/guNcwVh7yY8KV6hk7L958yYDwC5cuCAo4/F4DAD7z3/+I/aY+vp65uDgwNasWSMoq6qqYlZWVmzr1q2MMcaePHnCTExMWGpqqqBOcXExa9asGTt27JhIm7t27WJWVlZKOqumkeuehpqaGly5cgULFy4UKg8KCsL58+fFHsPj8RAUFCRUNnjwYKSkpODly5cwMTEBj8dDdHS0SJ3ExESJfamurkZ1dbXgeUVFxavy57X4t8d+AEBlZaXM50YIUR3+zyJjin/qW8tqgPpGXofoz72ZmRnMzMwUft+GDh06hPLyckydOrXRujk5ObCzs0OrVq0QGBiIVatWwc7OTml9URddGPsrX/y3oH8FQGM/IVqjqeN/pZRx//XXlT3283g8WFlZwdfXV1DWu3dvWFlZ4fz58+jSpYvIMQUFBSgtLRUa+8zMzBAYGIjz58/jgw8+wJUrV/Dy5UuhOk5OTvDy8sL58+cxePBghfusanKFhvLyctTV1cHe3l6o3N7eHqWlpWKPKS0tFVu/trYW5eXlcHR0lFhHUpsAkJCQgGXLlomUrx9wEuthJespEULU6OnTp7Cyku/n09TUFA4ODsgp3dNo3ZYtW8LZ2VmoLC4uDvHx8XK9pzQpKSkYPHiwyPs0FBwcjHHjxsHFxQUFBQVYunQp+vfvjytXrig1xKiDLoz9zpP4/6LxnxBtJO/4zx/7nQsljwd8qhj7S0tLxX7IY2dnJ3XcAyB2XHvw4IGgjqmpKVq3bi1SR9rYpw0UWj2Jw+EIPWeMiZQ1Vr9hubxtxsbGIiYmRvD8yZMncHFxQWFhodx/lGiDyspKODs7o6ioCJaWlprujkJ0/Ryo/6rDGMPTp0/h5OQk97FcLhcFBQWoqamR6X0ajhuS/kCPj48X+8fn6y5duiR038Iff/yBn376Cd99912jfQkLCxP828vLCz4+PnBxccGRI0cwevToRo/XRjT2q4Y2/+zKQtf7D+j+OWhz/xUd/zU99gOi45Ok92pI3nFN1jqaJldosLGxgZGRkUgSKisrE0lVfA4ODmLrGxsbw9raWmodSW0CkqedrKystO4HRh6WlpY63X9A98+B+q8aTfmDjsvlgsvlKrE3wJw5czBhwgSpdVxdXYWe79q1C9bW1hgxYoTc7+fo6AgXFxfcuXNH7mM1jcZ+9dDWn11Z6Xr/Ad0/B23tv6LjvybH/l9++QV//fWXyGt///231HEPeDWb4OjoKCh/fVxzcHBATU0NHj9+LDTbUFZWBn9/f7nPR53kWj3J1NQU3t7eyM7OFirPzs6WeKJ+fn4i9bOysuDj4wMTExOpdbT9i0cI0V02NjZwd3eX+nj9lxVjDLt27cLkyZMFY5c8Hj58iKKiIqFfJLqCxn5CiL6Qdez38/NDRUUFfv75Z8GxFy9eREVFhcQxys3NDQ4ODkLjWk1NDXJzcwXHeHt7w8TERKhOSUkJfv31V+0f++S9czo1NZWZmJiwlJQUdvPmTRYVFcVatGjB7t+/zxhjbOHChSw8PFxQ/969e6x58+YsOjqa3bx5k6WkpDATExP2/fffC+qcO3eOGRkZsTVr1rBbt26xNWvWMGNjY6E71hvTlNVZtIGu958x3T8H6j+R5vjx4wwAu3nzptjXu3Tpwg4cOMAYY+zp06fs448/ZufPn2cFBQXs1KlTzM/Pj7Vt25ZVVlaqs9tKQ2O/6uj6Oeh6/xnT/XPQ9f5rqyFDhrDu3bszHo/HeDwe69atGxs2bJhQndfHfsYYW7NmDbOysmIHDhxg169fZ++99x5zdHQUGvsjIiLYG2+8wY4fP86uXr3K+vfvz958801WW1srqPPgwQOWl5fHli1bxlq2bMny8vJYXl4ee/r0qepPXAKF1qbbsmULc3FxYaampqxXr14sNzdX8NqUKVNYYGCgUP2cnBzWs2dPZmpqylxdXVlycrJIm/v372ddunRhJiYmzN3dnaWnp8vVp6qqKhYXF8eqqqoUOSWN0/X+M6b750D9J9K89957zN/fX+LrANiuXbsYY4y9ePGCBQUFMVtbW2ZiYsLatWvHpkyZwgoLC9XUW9WgsV81dP0cdL3/jOn+Oeh6/7XVw4cP2aRJk5iFhQWzsLBgkyZNYo8fPxaq8/rYz9irZVfj4uKYg4MDMzMzY3379mXXr18XOuaff/5hc+bMYW3atGHm5uZs2LBhIr8fpkyZwgCIPE6dOqWis20ch7EmrIFICCGEEEII0Xty7whNCCGEEEIIMSwUGgghhBBCCCFSUWgghBBCCCGESEWhgRBCCCGEECKV1oaGpKQkuLm5gcvlwtvbG2fOnJFaPzc3F97e3uByuWjfvj22bt0qUic9PR2enp4wMzODp6cnMjIyVNV9AMo/hxs3bmDMmDFwdXUFh8NBYmKiCnuv/P7v2LEDAQEBaN26NVq3bo2BAwcKrX+s7f0/cOAAfHx80KpVK7Ro0QI9evTA119/rbL+A6r5OeBLTU0Fh8PByJEjldxrQppG18d/XR/7ARr/NT3+09hPtJLG1m2Sgr8e+I4dO9jNmzdZZGQka9GiBXvw4IHY+vz1wCMjI9nNmzfZjh07RNYDP3/+PDMyMmKrV69mt27dYqtXr5Z7PXBNn8PPP//M5s2bx/bt28ccHBzYZ599ppK+q6r/EydOZFu2bGF5eXns1q1bbNq0aczKyor98ccfOtH/U6dOsQMHDrCbN2+yu3fvssTERGZkZMSOHTum9P6r6hz47t+/z9q2bcsCAgJYaGioSvpPiCJ0ffzX9bFfVedA479m+89HYz9pCq0MDW+//TaLiIgQKnN3d2cLFy4UW3/+/PnM3d1dqOyDDz5gvXv3FjwfP348GzJkiFCdwYMHswkTJiip18JUcQ6vc3FxUekvDlX3nzHGamtrmYWFBfvqq6+a3uEG1NF/xhjr2bMnW7JkSdM6K4GqzqG2tpb16dOHffnll2zKlCn0i4NoFV0f/3V97GeMxn/GNDv+09hPtJXWXZ5UU1ODK1euICgoSKg8KCgI58+fF3sMj8cTqT948GBcvnwZL1++lFpHUptNoapzUBd19f/Fixd4+fIl2rRpo5yO/5c6+s8Yw4kTJ3D79m307dtXeZ3/L1Wew/Lly2Fra4sZM2Yovd+ENIWuj/+6PvYDNP7zaWr8p7GfaDOtCw3l5eWoq6uDvb29ULm9vT1KS0vFHlNaWiq2fm1tLcrLy6XWkdRmU6jqHNRFXf1fuHAh2rZti4EDByqn4/+lyv5XVFSgZcuWMDU1xdChQ/HFF19g0KBBSu2/Ks/h3LlzSElJwY4dO5TeZ0KaStfHf10f+wEa/1+vr4nxn8Z+os2MNd0BSTgcjtBzxphIWWP1G5bL22ZTqeIc1EmV/V+3bh327duHnJwccLlcJfRWtv40tf8WFhbIz8/Hs2fPcOLECcTExKB9+/Z49913ldfxRvqk6Dk8ffoU77//Pnbs2AEbGxvld5YQJdH18V/Xx35x703jv3rHfxr7iTbSutBgY2MDIyMjkURdVlYmkqT5HBwcxNY3NjaGtbW11DqS2mwKVZ2Duqi6/xs2bMDq1atx/PhxdO/eXbmdh2r736xZM3Ts2BEA0KNHD9y6dQsJCQlK/6WhinO4ceMG7t+/j+HDhwter6+vBwAYGxvj9u3b6NChg1LPgxB56Pr4r+tjP0Dj/+v1NTH+09hPtJnWXZ5kamoKb29vZGdnC5VnZ2fD399f7DF+fn4i9bOysuDj4wMTExOpdSS12RSqOgd1UWX/169fjxUrVuDYsWPw8fFRfueh3q8/YwzV1dVN73QDqjgHd3d3XL9+Hfn5+YLHiBEj0K9fP+Tn58PZ2Vnp50GIPHR9/Nf1sR+g8Z9PU+M/jf1Eq6nrjmt58JcbS0lJYTdv3mRRUVGsRYsW7P79+4wxxhYuXMjCw8MF9fnLjUVHR7ObN2+ylJQUkeXGzp07x4yMjNiaNWvYrVu32Jo1a9Sy5Koyz6G6uprl5eWxvLw85ujoyObNm8fy8vLYnTt3dKL/a9euZaampuz7779nJSUlgsfTp091ov+rV69mWVlZ7Pfff2e3bt1in376KTM2NmY7duxQev9VdQ4N0QoaRNvo+viv62O/qs6Bxn/N9r8hGvuJIrQyNDDG2JYtW5iLiwszNTVlvXr1Yrm5uYLXpkyZwgIDA4Xq5+TksJ49ezJTU1Pm6urKkpOTRdrcv38/69KlCzMxMWHu7u4sPT1dp86hoKCAARB5NGxHW/vv4uIitv9xcXE60f/Fixezjh07Mi6Xy1q3bs38/PxYamqqSvquqnNoiH5xEG2k6+O/ro/9qjgHGv812/+GaOwniuAw9t+7ZQghhBBCCCFEDK27p4EQQgghhBCiXSg0EEIIIYQQQqSi0EAIIYQQQgiRikIDIYQQQgghRCoKDYQQQgghhBCpKDQQQgghhBBCpKLQQAghhBBCCJGKQgMhhBBCCCFEKgoNhBBCCCGEEKkoNBBCCCGEEEKkotBACCGEEEIIkYpCAyGEEEIIIUSq/wdWN/8/IgKvQQAAAABJRU5ErkJggg==", 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", 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", 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", 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", 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", 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", "text/plain": [ "
" ] @@ -522,14 +495,6 @@ "source": [ "The contour plots show that even with the coarsest mesh, the B bar method still gives reasonable stress result. " ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "327e543b-b055-4c3f-b604-db4760c2be25", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -548,7 +513,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.3" + "version": "3.12.6" }, "widgets": { "application/vnd.jupyter.widget-state+json": { From 1d56ce527cdc7de2ca6e06ce32adb006ba02b8ba Mon Sep 17 00:00:00 2001 From: Wenqing Wang Date: Fri, 30 Aug 2024 18:20:54 +0200 Subject: [PATCH 2/4] [Bbar#M] Jupyter Notebook benchmark to evaluate the B-bar method with simple examples --- ProcessLib/SmallDeformation/Tests.cmake | 1 + ...valuating_bbbar_with_simple_examples.ipynb | 1017 +++++++++++++++++ .../figures/quad_M_fig.png | Bin 0 -> 25297 bytes .../figures/quad_M_fig_homo.png | Bin 0 -> 25700 bytes .../EvaluatingBbarWithSimpleExamples/quad.gml | 21 + .../quad_edge_div_10.vtu | 23 + .../quad_edge_div_15.vtu | 23 + .../quad_edge_div_2.vtu | 23 + .../quad_edge_div_20.vtu | 23 + .../quad_edge_div_25.vtu | 23 + .../quad_edge_div_30.vtu | 23 + .../quad_edge_div_40.vtu | 23 + .../simple_b_bar_test.prj | 168 +++ 13 files changed, 1368 insertions(+) create mode 100644 Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/evaluating_bbbar_with_simple_examples.ipynb create mode 100644 Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/figures/quad_M_fig.png create mode 100644 Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/figures/quad_M_fig_homo.png create mode 100644 Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/quad.gml create mode 100644 Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/quad_edge_div_10.vtu create mode 100644 Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/quad_edge_div_15.vtu create mode 100644 Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/quad_edge_div_2.vtu create mode 100644 Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/quad_edge_div_20.vtu create mode 100644 Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/quad_edge_div_25.vtu create mode 100644 Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/quad_edge_div_30.vtu create mode 100644 Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/quad_edge_div_40.vtu create mode 100644 Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/simple_b_bar_test.prj diff --git a/ProcessLib/SmallDeformation/Tests.cmake b/ProcessLib/SmallDeformation/Tests.cmake index 12366ab8c33..35bf9926f9b 100644 --- a/ProcessLib/SmallDeformation/Tests.cmake +++ b/ProcessLib/SmallDeformation/Tests.cmake @@ -353,6 +353,7 @@ AddTest( if(NOT OGS_USE_PETSC) NotebookTest(NOTEBOOKFILE Mechanics/CooksMembrane/CooksMembraneBbar.ipynb RUNTIME 1) NotebookTest(NOTEBOOKFILE Mechanics/Linear/SimpleMechanics.ipynb RUNTIME 5) + NotebookTest(NOTEBOOKFILE Mechanics/EvaluatingBbarWithSimpleExamples/evaluating_bbbar_with_simple_examples.ipynb RUNTIME 5) NotebookTest(NOTEBOOKFILE Mechanics/Linear/DiscWithHole/Linear_Disc_with_hole.md RUNTIME 15) if(NOT WIN32) NotebookTest(NOTEBOOKFILE Mechanics/Linear/DiscWithHole/Linear_Disc_with_hole_convergence_analysis.ipynb RUNTIME 40) diff --git a/Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/evaluating_bbbar_with_simple_examples.ipynb b/Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/evaluating_bbbar_with_simple_examples.ipynb new file mode 100644 index 00000000000..386a113f033 --- /dev/null +++ b/Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/evaluating_bbbar_with_simple_examples.ipynb @@ -0,0 +1,1017 @@ +{ + "cells": [ + { + "cell_type": "raw", + "id": "73c13b4b-fee8-44b4-8a30-427afac95d32", + "metadata": {}, + "source": [ + "+++\n", + "title = \"Evaluating the B-bar method with simple examples\"\n", + "date = \"2024-08-29\"\n", + "author = \"Wenqing Wang\"\n", + "image = \"figures/quad_M_fig.png\"\n", + "web_subsection = \"small-deformations\"\n", + "weight = 3\n", + "+++" + ] + }, + { + "cell_type": "markdown", + "id": "286c4e5e-eb58-409e-ab9b-f2c42fd388b4", + "metadata": {}, + "source": [ + "$$\n", + "\\newcommand{\\B}{\\text{B}}\n", + "\\newcommand{\\F}{\\text{F}}\n", + "\\newcommand{\\I}{\\mathbf I}\n", + "\\newcommand{\\intD}[1]{\\int_{\\Omega_e}#1\\mathrm{d}\\Omega}\n", + "$$\n", + "\n", + "## Evaluating the B-bar method with simple examples\n", + "\n", + "This is a plane strain example demonstrating the mechanical behavior of a $1\\text{m}\\times1\\text{m}$ domain under a constant pressure of 10 MPa.\n", + "\n", + "We analyze two problems, referred to as the homogeneous and heterogeneous problems. The schematics of these problems are shown in the figures below:\n", + "\n", + "Homogeneous problem | heterogeneous problem\n", + ":-----------------------------:|:-----------------------------:\n", + "\"Simple | \"Simple\n", + "\n", + "As can be seen from the schematic figures, the settings of the two problems are identical except for the boundary conditions on the bottom edge. For the homogeneous problem, the bottom boundary has a roller support with the horizontal displacement fixed at the lower left corner. Under these boundary conditions, the strain and stress remain homogeneous throughout the domain. For the heterogeneous problem, all displacement components on the bottom are fixed, leading to heterogeneous strain, and stress within the domain.\n", + "\n", + "Material compressibility is accounted for by using a Poisson's ratio of 0.2 for the compressible material and 0.499 for the incompressible material.\n", + "\n", + "We also consider the influence of element size on the accuracy of the solutions. Therefore, the tests are conducted using different meshes, generated by dividing the domain into a varying number of elements per edge: 2, 10, 15, 20, 25, and 30, respectively." + ] + }, + { + "cell_type": "code", + "execution_count": 225, + "id": "f0ae03a5-4cb3-43aa-91f1-5f25e2de61bc", + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import xml.etree.ElementTree as ET\n", + "from pathlib import Path\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.tri as tri\n", + "import numpy as np\n", + "import pyvista as pv\n", + "import vtuIO\n", + "from ogs6py.ogs import OGS\n", + "\n", + "out_dir = Path(os.environ.get(\"OGS_TESTRUNNER_OUT_DIR\", \"_out\"))\n", + "if not out_dir.exists():\n", + " out_dir.mkdir(parents=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 226, + "id": "2bbde8c5-9907-43c2-a26c-61a5ab512a6d", + "metadata": {}, + "outputs": [], + "source": [ + "def get_last_vtu_file_name(pvd_file_name, out_dir=out_dir):\n", + " tree = ET.parse(Path(out_dir, pvd_file_name))\n", + " root = tree.getroot()\n", + " # Get the last DataSet tag\n", + " last_dataset = root.findall(\".//DataSet\")[-1]\n", + "\n", + " # Get the 'file' attribute of the last DataSet tag\n", + " file_attribute = last_dataset.attrib[\"file\"]\n", + "\n", + " return str(Path(out_dir, file_attribute))\n", + "\n", + "\n", + "def get_variables_at_center(pvd_file_name):\n", + " center = (0.5, 0.5, 0)\n", + " file_name = get_last_vtu_file_name(pvd_file_name)\n", + " mesh = pv.read(file_name)\n", + " p_id = mesh.find_closest_point(center)\n", + " u = mesh.point_data[\"displacement\"][p_id]\n", + " epsilon = mesh.point_data[\"epsilon\"][p_id]\n", + " sigma = mesh.point_data[\"sigma\"][p_id]\n", + " return (u, epsilon, sigma)" + ] + }, + { + "cell_type": "code", + "execution_count": 227, + "id": "068de6af-a2a2-43a8-b4a6-fabd8415bbec", + "metadata": {}, + "outputs": [], + "source": [ + "def contour_plot(pvd_file_name, title):\n", + " file_name = get_last_vtu_file_name(pvd_file_name)\n", + " m_plot = vtuIO.VTUIO(file_name, dim=2)\n", + " triang = tri.Triangulation(m_plot.points[:, 0], m_plot.points[:, 1])\n", + " stress_data = m_plot.get_point_field(\"sigma\") * 1e-6\n", + " u_data = m_plot.get_point_field(\"displacement\") * 1e3\n", + "\n", + " fig, ax = plt.subplots(ncols=2, figsize=(8, 3))\n", + " ax[0].set_title(title, loc=\"left\", y=1.12)\n", + " plt.subplots_adjust(wspace=0.5)\n", + "\n", + " contour_stress = ax[0].tricontourf(triang, stress_data[:, 1], cmap=\"jet\")\n", + " contour_displacement = ax[1].tricontourf(triang, u_data[:, 1], cmap=\"jet\")\n", + " fig.colorbar(contour_stress, ax=ax[0], label=\"Vertical stress / [MPa]\")\n", + " fig.colorbar(contour_displacement, ax=ax[1], label=\"Vertical displacement / [mm]\")\n", + " fig.tight_layout()\n", + " # plt.savefig(pvd_file_name + '.png')\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 228, + "id": "7c55e390-e329-45ac-b3d0-b4f785059672", + "metadata": {}, + "outputs": [], + "source": [ + "def plot_data_curve(ne, x, y_lable, file_name=\"\"):\n", + " # Plotting\n", + " plt.rcParams[\"figure.figsize\"] = [5, 5]\n", + "\n", + " plt.plot(ne, x, marker=\"o\", linestyle=\"dashed\")\n", + "\n", + " plt.xlabel(\"Number of elements per side\")\n", + " plt.ylabel(y_lable)\n", + " # plt.legend()\n", + "\n", + " plt.tight_layout()\n", + " if file_name != \"\":\n", + " plt.savefig(file_name)\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 229, + "id": "8811f017-4e34-4f56-a30f-54198d0dd285", + "metadata": {}, + "outputs": [], + "source": [ + "class SingleSimulationModel:\n", + " \"\"\"An OGS run model\"\"\"\n", + "\n", + " def __init__(\n", + " self,\n", + " out_dir,\n", + " output_prefix,\n", + " order=2,\n", + " use_bbar=\"false\",\n", + " is_homogeneous_mode=False,\n", + " poisson_ratio=0.2,\n", + " ):\n", + " self.model = OGS(\n", + " INPUT_FILE=\"simple_b_bar_test.prj\", PROJECT_FILE=f\"{out_dir}/modified.prj\"\n", + " )\n", + " self.model.replace_text(use_bbar, xpath=\"./processes/process/use_b_bar\")\n", + " self.model.replace_text(output_prefix, xpath=\"./time_loop/output/prefix\")\n", + " print(f\"Shape function order = {order}\")\n", + " print(f\"use_b_bar = {use_bbar}\")\n", + "\n", + " self.model.replace_text(\n", + " order, xpath=\"./process_variables/process_variable/order\"\n", + " )\n", + " if is_homogeneous_mode:\n", + " xpath = \"./process_variables/process_variable/boundary_conditions/boundary_condition[1]/geometry\"\n", + " self.model.replace_text(\"origin\", xpath)\n", + "\n", + " xpath = \"./parameters/parameter[name='nu']/value\"\n", + " self.model.replace_text(poisson_ratio, xpath)\n", + "\n", + " self.out_dir = out_dir\n", + " self.output_prefix = output_prefix\n", + "\n", + " def run(self, mesh_name):\n", + " self.model.replace_text(mesh_name, xpath=\"./mesh\")\n", + " self.model.write_input()\n", + "\n", + " self.model.run_model(\n", + " logfile=Path(self.out_dir, \"out.txt\"), args=f\"-o {self.out_dir} -m .\"\n", + " )\n", + "\n", + " return get_variables_at_center(self.output_prefix + \".pvd\")" + ] + }, + { + "cell_type": "code", + "execution_count": 230, + "id": "d83fc3cb-f92c-4e07-aabc-ba5edf2239ca", + "metadata": {}, + "outputs": [], + "source": [ + "mesh_names = [\n", + " \"quad_edge_div_2.vtu\",\n", + " \"quad_edge_div_10.vtu\",\n", + " \"quad_edge_div_15.vtu\",\n", + " \"quad_edge_div_20.vtu\",\n", + " \"quad_edge_div_25.vtu\",\n", + " \"quad_edge_div_30.vtu\",\n", + " \"quad_edge_div_40.vtu\",\n", + "]\n", + "\n", + "\n", + "def run_all_tests(ogs_mode):\n", + " u_at_center_all = np.empty((0, 2))\n", + " eps_at_center_all = np.empty((0, 4))\n", + " sigma_at_center_all = np.empty((0, 4))\n", + " for mesh_name in mesh_names:\n", + " (u, eps, sigma) = ogs_mode.run(mesh_name)\n", + " u_at_center_all = np.append(u_at_center_all, [u], axis=0)\n", + " eps_at_center_all = np.append(eps_at_center_all, [eps], axis=0)\n", + " sigma_at_center_all = np.append(sigma_at_center_all, [sigma], axis=0)\n", + "\n", + " return (u_at_center_all, eps_at_center_all, sigma_at_center_all)" + ] + }, + { + "cell_type": "code", + "execution_count": 231, + "id": "dac22ab5-50e2-4efd-bd22-5016465b1127", + "metadata": {}, + "outputs": [], + "source": [ + "def compare_with_analytic_solution(solutions, solution_analytic, atol_, rtol_=1e-10):\n", + " for solution in solutions:\n", + " np.testing.assert_allclose(\n", + " actual=solution, desired=solution_analytic, atol=atol_, rtol=rtol_\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 232, + "id": "8d5284c0-0c4a-46c3-9d4c-1693445a9d8c", + "metadata": {}, + "outputs": [], + "source": [ + "class AllTest:\n", + " \"\"\"Run all tests and post-process the result data\"\"\"\n", + "\n", + " def __init__(\n", + " self,\n", + " out_dir,\n", + " output_prefix,\n", + " order=2,\n", + " is_homogeneous_mode=False,\n", + " poisson_ratio=0.2,\n", + " ):\n", + " self.output_prefix_non_bbar = output_prefix + \"_non_bbar\"\n", + " use_bbar = \"false\"\n", + " print(\"Simulating without the B-bar method:\")\n", + " model_non_bbar = SingleSimulationModel(\n", + " out_dir,\n", + " self.output_prefix_non_bbar,\n", + " order,\n", + " use_bbar,\n", + " is_homogeneous_mode,\n", + " poisson_ratio,\n", + " )\n", + "\n", + " (\n", + " self.u_at_center_all_nonbbar,\n", + " self.eps_at_center_all_nonbbar,\n", + " self.sigma_at_center_all_nonbbar,\n", + " ) = run_all_tests(model_non_bbar)\n", + "\n", + " print(\"Simulating with the B-bar method:\")\n", + " self.output_prefix_bbar = output_prefix + \"_bbar\"\n", + " use_bbar = \"true\"\n", + " model_bbar = SingleSimulationModel(\n", + " out_dir,\n", + " self.output_prefix_bbar,\n", + " order,\n", + " use_bbar,\n", + " is_homogeneous_mode,\n", + " poisson_ratio,\n", + " )\n", + "\n", + " (\n", + " self.u_at_center_all_bbar,\n", + " self.eps_at_center_all_bbar,\n", + " self.sigma_at_center_all_bbar,\n", + " ) = run_all_tests(model_bbar)\n", + "\n", + " def contour_plot_all(self, title):\n", + " contour_plot(self.output_prefix_non_bbar + \".pvd\", title + \" (non B-bar)\")\n", + " contour_plot(self.output_prefix_bbar + \".pvd\", title + \" (B-bar)\")\n", + "\n", + " def compare_with_analytic_solution(\n", + " self, u_analytic, eps_analytic, sigma_analytic, exlude_nonbbar=False\n", + " ):\n", + " compare_with_analytic_solution(self.u_at_center_all_bbar, u_analytic, 2.5e-5)\n", + " compare_with_analytic_solution(self.eps_at_center_all_bbar, eps_analytic, 8e-16)\n", + " compare_with_analytic_solution(\n", + " self.sigma_at_center_all_bbar, sigma_analytic, 3e-5\n", + " )\n", + " if exlude_nonbbar:\n", + " return\n", + "\n", + " compare_with_analytic_solution(self.u_at_center_all_nonbbar, u_analytic, 3e-5)\n", + "\n", + " compare_with_analytic_solution(\n", + " self.eps_at_center_all_nonbbar, eps_analytic, 8e-16\n", + " )\n", + "\n", + " compare_with_analytic_solution(\n", + " self.sigma_at_center_all_nonbbar, sigma_analytic, 3e-5\n", + " )\n", + "\n", + " def compute_errors(self):\n", + " print(\n", + " \"Differences between the results obtained with\"\n", + " \" and without the B-bar, respectively\"\n", + " )\n", + " self.diffs_u = np.linalg.norm(\n", + " self.u_at_center_all_nonbbar - self.u_at_center_all_bbar, axis=1\n", + " )\n", + " print(\n", + " f\"Displacement differences corresponding to \"\n", + " f\"the mesh refinement levels: { self.diffs_u}\"\n", + " )\n", + "\n", + " self.diffs_eps = np.linalg.norm(\n", + " self.eps_at_center_all_nonbbar - self.eps_at_center_all_bbar, axis=1\n", + " )\n", + " print(\n", + " f\"Strain differences corresponding to \"\n", + " f\"the mesh refinement levels: {self.diffs_eps}\"\n", + " )\n", + "\n", + " self.diffs_sigma = np.linalg.norm(\n", + " self.sigma_at_center_all_nonbbar - self.sigma_at_center_all_bbar, axis=1\n", + " )\n", + " print(\n", + " f\"Stress differences corresponding \"\n", + " f\"to the mesh refinement levels: {self.diffs_sigma}\"\n", + " )\n", + "\n", + " def assert_errors(self, expected_u_diffs, expected_eps_diffs, expected_sigma_diffs):\n", + " self.compute_errors()\n", + " tolerance = 6.0e-5\n", + " np.testing.assert_allclose(\n", + " actual=self.diffs_u, desired=expected_u_diffs, atol=tolerance\n", + " )\n", + "\n", + " tolerance = 5.0e-5\n", + " np.testing.assert_allclose(\n", + " actual=self.diffs_eps, desired=expected_eps_diffs, atol=tolerance\n", + " )\n", + "\n", + " tolerance = 1.0e-10\n", + " np.testing.assert_allclose(\n", + " actual=self.diffs_sigma, desired=expected_sigma_diffs, atol=tolerance\n", + " )\n", + "\n", + " def plot_solutions(\n", + " self, figure_name=\"\", scaling_u=1e3, scaling_eps=1e5, scaling_sigma=1e-6\n", + " ):\n", + " mesh_refine_level = np.array([2, 10, 15, 20, 25, 30, 40])\n", + " fig, ax = plt.subplots(1, 3, figsize=(9, 3))\n", + "\n", + " def plot_subfigure(sug_figure, x, x_bbar, y_label):\n", + " sug_figure.plot(\n", + " mesh_refine_level, x, \"C0\", linestyle=\"dashed\", label=\"Non B-bar\"\n", + " )\n", + " sug_figure.plot(mesh_refine_level, x_bbar, \"C2\", label=\"B-bar\")\n", + " sug_figure.set_xlabel(\"Number of elements per side\")\n", + " sug_figure.set_ylabel(y_label)\n", + " sug_figure.legend()\n", + "\n", + " plot_subfigure(\n", + " ax[0],\n", + " self.u_at_center_all_nonbbar[:, 1] * scaling_u,\n", + " self.u_at_center_all_bbar[:, 1] * scaling_u,\n", + " \"Vertical displacement[mm]\",\n", + " )\n", + "\n", + " plot_subfigure(\n", + " ax[1],\n", + " self.eps_at_center_all_nonbbar[:, 1] * scaling_eps,\n", + " self.eps_at_center_all_bbar[:, 1] * scaling_eps,\n", + " r\"Vertical strain[$ \\times 10^{-5}$, -]\",\n", + " )\n", + "\n", + " plot_subfigure(\n", + " ax[2],\n", + " self.sigma_at_center_all_nonbbar[:, 1] * scaling_sigma,\n", + " self.sigma_at_center_all_bbar[:, 1] * scaling_sigma,\n", + " r\"Vertical stress [MPa]\",\n", + " )\n", + "\n", + " plt.subplots_adjust(wspace=0.5)\n", + "\n", + " fig.tight_layout()\n", + " if figure_name != \"\":\n", + " plt.savefig(figure_name)\n", + " plt.show()\n", + "\n", + " def plot_errors(self, figure_name=\"\"):\n", + " mesh_refine_level = np.array([2, 10, 15, 20, 25, 30, 40])\n", + "\n", + " fig, ax = plt.subplots(1, 3, figsize=(9, 3))\n", + "\n", + " def plot_subfigure(sub_fig, x, y_label):\n", + " sub_fig.plot(mesh_refine_level, x, \"C2\")\n", + " sub_fig.set_xlabel(\"Number of elements per side\")\n", + " sub_fig.set_ylabel(y_label)\n", + "\n", + " plot_subfigure(ax[0], self.diffs_u * 1e3, \"Displacement difference [mm]\")\n", + " plot_subfigure(\n", + " ax[1], self.diffs_eps * 1e5, r\"Strain difference [$ \\times 10^{-5}$, -]\"\n", + " )\n", + " plot_subfigure(ax[2], self.diffs_sigma * 1e-3, r\"Stress difference [kPa]\")\n", + "\n", + " plt.subplots_adjust(wspace=0.5)\n", + "\n", + " fig.tight_layout()\n", + " if figure_name != \"\":\n", + " plt.savefig(figure_name)\n", + " plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "41109fec-2ede-4c29-a7af-c81dac8ce9a5", + "metadata": {}, + "source": [ + "### 1. Homogeneous problem\n", + "\n", + "Obviously, the analytical solutions of the stress components on tha plane are $\\sigma_{11} = 0$, $\\sigma_{22} = -10$ MPa. The analytical solutions of the remaining variables are\n", + "\n", + "$$\n", + "\\begin{align}\n", + "\\sigma_{33} &= \\nu(\\sigma_{11}+\\sigma_{22})\\\\\n", + "\\epsilon_{11} &= \\frac{\\lambda}{4G(\\lambda+G)}\\sigma_{22}\\\\\n", + "\\epsilon_{22} &= \\epsilon_{11} + \\frac{\\sigma_{22}}{2G} \\\\\n", + "u_{1} &= \\epsilon_{11}x \\\\\n", + "u_{2} &= \\epsilon_{11}y \n", + "\\end{align}\n", + "$$\n", + "with $E$ the Young's modulus, $G=E/2(1+\\nu)$ the shear modulus, $\\nu$ the Poisson ratio, and $\\lambda=E\\nu/((1+\\nu)(1-2\\nu))$ the Lame constant, $u$ the displacement, $\\epsilon$ the strain, and $\\sigma$ the strress.\n", + "\n", + "#### 1.1. Compressible material\n", + "For this case, the Poisson ratio is 0.2 as that is depicted in the schematics." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0e71405e-041d-49fa-8c2c-a4eafa0a4294", + "metadata": {}, + "outputs": [], + "source": [ + "output_prefix = \"simple_test_homo\"\n", + "all_test_homo = AllTest(out_dir, output_prefix, is_homogeneous_mode=True)" + ] + }, + { + "cell_type": "markdown", + "id": "9674a957-ce88-46bb-8ab9-7f37be6871f1", + "metadata": {}, + "source": [ + "#### 1.1.1. Contour plot of the result\n", + "\n", + "The stress and displacement results obtained from the test using the finest mesh are shown in the following figures.\n", + "\n", + "The left figure illustrates the vertical stress within the domain expressed as an offset $s$ from -10 MPa, the analytical solution. In the simulation without the B-bar method, the offset $s$ ranges between $-0.6 \\times 10^{-12}$ MPa and $0.45 \\times 10^{-12}$ MPa, indicating a stress accuracy better than $10^{-11}$ MPa. With the B-bar method applied, the stress accuracy improves further to better than $10^{-12}$ MPa.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 234, + "id": "7cd04c85-93fc-4ac8-84e7-12f23b05a557", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "all_test_homo.contour_plot_all(\"Results of the homogeneous problem\")" + ] + }, + { + "cell_type": "markdown", + "id": "cdcf7112-5a5b-4566-8188-4662b7d72886", + "metadata": {}, + "source": [ + "#### 1.1.2. Compared with the analytical solution\n", + "\n", + "For this homogeneous problem, the solutions obtained using the B-bar method have almost the same accuracy as those obtained with the standard approach. This is confirmed by the following comparisons with the analytical solutions:" + ] + }, + { + "cell_type": "code", + "execution_count": 235, + "id": "9c7b5b7a-8898-46a8-8c92-ac12d31e12b9", + "metadata": {}, + "outputs": [], + "source": [ + "E = 1e10\n", + "nu = 0.2\n", + "lambd = nu * E / (1 + nu) / (1 - 2.0 * nu)\n", + "G = 0.5 * E / (1 + nu)\n", + "p = -10e6\n", + "eps_11 = -0.25 * lambd * p / G / (lambd + G)\n", + "eps_22 = eps_11 + 0.5 * p / G\n", + "u_1 = eps_11 * 0.5\n", + "u_2 = eps_22 * 0.5\n", + "sigma_33 = nu * p\n", + "\n", + "u_analytic = np.array([u_1, u_2])\n", + "eps_analytic = np.array([eps_11, eps_22, 0.0, 0.0])\n", + "sigma_analytic = np.array([0.0, p, sigma_33, 0.0])\n", + "\n", + "all_test_homo.compare_with_analytic_solution(u_analytic, eps_analytic, sigma_analytic)" + ] + }, + { + "cell_type": "markdown", + "id": "6756f74f-901c-4262-af28-aeac1546622a", + "metadata": {}, + "source": [ + "#### 1.2. Incompressible material\n", + "\n", + "For this case, the Poisson ratio is set to 0.499." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b1e36091-90ca-4bc4-b568-217285962a88", + "metadata": {}, + "outputs": [], + "source": [ + "output_prefix = \"simple_test_homo_incompress\"\n", + "all_test_homo_incompress = AllTest(\n", + " out_dir, output_prefix, poisson_ratio=0.499, is_homogeneous_mode=True\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "92aa7792-e003-4338-bea7-fe24749e19ef", + "metadata": {}, + "source": [ + "#### 1.2.1. Contour plot of the result\n", + "\n", + "The stress and displacement results obtained from the test using the finest mesh are shown in the following figures.\n", + "\n", + "The same as that is explained in section 1.1.1, in the simulation without the B-bar method, the offset $s$ ranges between $-1.0 \\times 10^{-10}$ MPa and $1.0 \\times 10^{-10}$ MPa, indicating a stress accuracy better than $2\\cdot 10^{-10}$ MPa. With the B-bar method applied, the stress accuracy improves further to better than $10^{-10}$ MPa. The simulation using the B-bar method results in a larger displacement compared to the simulation without it, which is physically correct. Specifically, the vertical displacement at the top is 8e-7 mm without the B-bar method, whereas it is 1.05e-6 mm with the B-bar method." + ] + }, + { + "cell_type": "code", + "execution_count": 237, + "id": "73bed286-0fcd-46a5-bf91-915a28d1c789", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "all_test_homo_incompress.contour_plot_all(\n", + " \"Results of the homogeneous problem with incompressible material\"\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "1d596e0f-8650-4cf0-af19-067bfbf7805f", + "metadata": {}, + "source": [ + "1.2.2. Variable variation with mesh refinement level\n", + "\n", + "The following three figures show the variations in vertical displacement, vertical strain, and vertical stress at the domain center as the mesh refinement level increases. These figures demonstrate that both simulations, with or without the B-bar method, deliver accurate solutions, and exhibit excellent mesh size independence. This refects the fact that this test has no volumetric locking though the material is incompressible." + ] + }, + { + "cell_type": "code", + "execution_count": 238, + "id": "9ebbc96e-76f3-445a-a594-945d14550243", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "all_test_homo_incompress.plot_solutions()" + ] + }, + { + "cell_type": "code", + "execution_count": 239, + "id": "167ed5de-dd19-4f23-8380-66e2bbf2b81f", + "metadata": {}, + "outputs": [], + "source": [ + "E = 1e10\n", + "nu = 0.499\n", + "lambd = nu * E / (1 + nu) / (1 - 2.0 * nu)\n", + "G = 0.5 * E / (1 + nu)\n", + "p = -10e6\n", + "eps_11 = -0.25 * lambd * p / G / (lambd + G)\n", + "eps_22 = eps_11 + 0.5 * p / G\n", + "u_1 = eps_11 * 0.5\n", + "u_2 = eps_22 * 0.5\n", + "sigma_33 = nu * p\n", + "\n", + "u_analytic = np.array([u_1, u_2])\n", + "eps_analytic = np.array([eps_11, eps_22, 0.0, 0.0])\n", + "sigma_analytic = np.array([0.0, p, sigma_33, 0.0])\n", + "\n", + "all_test_homo_incompress.compare_with_analytic_solution(\n", + " u_analytic, eps_analytic, sigma_analytic\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "34cf2e67-9185-4c3b-9d25-71be7120174f", + "metadata": {}, + "source": [ + "### 2. Heterogeneous problem\n", + "\n", + "#### 2.1. Compressible material\n", + "\n", + "The Poisson ratio is set to 0.2 to represent the material compressiblility." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1f7973d9-e97c-4110-86b4-d07995ff0c24", + "metadata": {}, + "outputs": [], + "source": [ + "output_prefix = \"simple_test_hete\"\n", + "all_test_hete = AllTest(out_dir, output_prefix)" + ] + }, + { + "cell_type": "markdown", + "id": "623b9e1f-f7d6-4488-a8d5-0d424e8f9c7b", + "metadata": {}, + "source": [ + "#### 2.1.1. Contour plot of the result\n", + "\n", + "The stress and displacement results obtained from the test using the finest mesh are shown in the following figures.\n", + "\n", + "With and without the B-bar method, the variable distribution patterns look quite similar, and their magnitudes are almost identical. \n" + ] + }, + { + "cell_type": "code", + "execution_count": 241, + "id": "135374b4-c004-4166-9685-b7fcc3b1be52", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# run the following function to see the figures\n", + "all_test_hete.contour_plot_all(\"Results of the heterogeneous problem\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "718a080a-a07c-4298-819e-fbe9782fd1b7", + "metadata": {}, + "outputs": [], + "source": [ + "expected_u_diffs = np.array(\n", + " [\n", + " 1.12405235e-05,\n", + " 6.98028121e-07,\n", + " 4.86382769e-07,\n", + " 2.46115691e-07,\n", + " 2.13871759e-07,\n", + " 1.32847503e-07,\n", + " 8.56033763e-08,\n", + " ]\n", + ")\n", + "\n", + "expected_eps_diffs = np.array(\n", + " [\n", + " 6.70627315e-05,\n", + " 1.49169891e-06,\n", + " 4.79273581e-07,\n", + " 3.38301639e-07,\n", + " 2.15516897e-07,\n", + " 1.49147744e-07,\n", + " 8.76670751e-08,\n", + " ]\n", + ")\n", + "\n", + "expected_sigma_diffs = np.array(\n", + " [\n", + " 704485.50372313,\n", + " 17708.37333467,\n", + " 6689.6486797,\n", + " 4550.46300458,\n", + " 2812.39480024,\n", + " 2125.37608244,\n", + " 1265.2448748,\n", + " ]\n", + ")\n", + "\n", + "all_test_hete.assert_errors(expected_u_diffs, expected_eps_diffs, expected_sigma_diffs)" + ] + }, + { + "cell_type": "markdown", + "id": "62144a75-4769-437c-ab79-ca4fae96903a", + "metadata": {}, + "source": [ + "#### 2.1.2. Solution difference with mesh refinement level\n", + "\n", + "The following three figures show the differences between the the results obtained with and without the B-bar method. Such differences tend to become tiny as the mesh refinement level increases." + ] + }, + { + "cell_type": "code", + "execution_count": 243, + "id": "269284c6-5f41-4f54-910b-24856636d719", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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QkZEBqVQqtyma4NXFMIzca5Zl6+1rrnxD+1V93NDQUFhaWnKbi4uLUseTcTR1hJ2xHarZasTnxLeoDkKIbnBycoK3t7fcvu7duzc5Pjg4OBgFBQXclpbWskmcqJsUIYRvDqYOsDe2h5SVIj6XrokIUSWlk7ycnBwsXLiw1VOHi0Qi6Ovr13t6lpWV1Wjdjo6ODZY3MDCAra2t2o4LqO7CimEYGpdHiA7S09PDq6++qtTyBy+99BISEhLk9iUmJjY5iZVQKISFhYXc1hKycXnUTYoQwieaCIoQ9VC6u+aECRNw8eLFVs/+ZmhoCD8/P4SHh2P8+PHc/vDwcIwdO7bBz/Tv3x+//fab3L6zZ8/C399fofF4LT0uUHth1dhELsrytfPF+dTzNC6PEB2yZ88epKSkYP78+bh69apCn1m4cCEGDBiAkJAQTJw4EX///Td27tyJnTt3qjnafy6sUgpTUFBRAEuhpdqPSUh71qdPH6XKMwyDkydPokOHDmqKSDP42PngQtoF6lVAiIopneR16dIFwcHBuHLlCnx8fOolV/Pnz1e4rqCgIEyZMgX+/v7o378/du7cidTUVMyZMwdA7dOz9PR0/PjjjwCAOXPmYPPmzQgKCsKsWbNw/fp17N69G4cOHeLqrKysxL1797if09PTcefOHZiZmaFz584KHVfdZAONaRkFQnTHtGnTAADLli1T+DN9+/bFiRMnEBwcjJUrV8Ld3R1hYWF477331BTlPyyFluhk3gmpRam4K7mLAR0GqP2YhLRnd+7cwaJFi2BmZtZsWZZlsXr1arm5ABqTnp6OTz/9FKdPn0ZZWRm6dOmC3bt3w8/Pj6trxYoV2LlzJ/Ly8tCvXz9s2bIFPXr04OqoqKjA4sWLcejQIZSVlWHo0KHYunUrOnbs2PITVhD1KiBETVglubm5Nbq5u7srWx27ZcsW1tXVlTU0NGT79OnDRkREcO9NnTqVHTx4sFz5S5cusb1792YNDQ1ZNzc3dtu2bXLvJycnswDqbc/X09RxFVFQUMACYAsKCpT6HMuybGlVKdtzf09WvE/MZhRnKP15QtqT1nzXVKmoqIiNjIxk8/LyeI3jea35/Xz656eseJ+Y3X5nuxoiI0R3qKIdYhiGffbsmcLlzczM2KSkpCbL5Obmsq6uruy0adPYGzdusMnJyey5c+fYhw8fcmVWr17Nmpubs8eOHWNjY2PZSZMmsU5OTmxhYSFXZs6cOWyHDh3Y8PBw9vbt2+yQIUPYnj17stXV1QrF2prfT2FFIeuzz4cV7xOzklKJ0p8npD1R5rumdJJHarW2wX/75NuseJ+YPZN8RsWREaJb+EryZs2axf0cERHBurq6siNHjmTd3NzYkydPtmksTWnN7+fAvQOseJ+Y/ejcR2qIjBDdoYp26PHjx6xUKlW4fGpqarNJ1qeffsq+/PLLjb4vlUpZR0dHdvXq1dy+8vJy1tLSkt2+vfbmTn5+PisQCNjDhw9zZdLT01k9PT32zBnFrlFa+/sZc2IMK94nZi+lXmrR5wlpL5T5rik98QpRDZp8hRDNduvWLe7nL774Av/9739x6tQpXL58WakumZqs7gyb7P9mKiaEqIerq6tSM4G7uLhAX1+/yTInT56Ev78/3n77bdjb26N379744YcfuPeTk5ORmZkpt8awUCjE4MGDubWBIyMjUVVVJVfG2dkZYrG40fWDKyoqUFhYKLe1hqzLJo3LI0R1FErygoKCUFJSonClwcHByM3NbXFQ7UFPu9r18ijJI0TzlZWVceNXOnbsqDMJUTebbjBgDJBTnoPMksbXCSWEqEdpaSnu37+PmJgYuU1Rjx49wrZt2+Dl5YU//vgDc+bMwfz587m5DGQziTe1NnBmZiYMDQ1hbW3daJnnqWpZKRkal0eI6imU5H3//fcoLS1VuNItW7YgPz+/pTG1C7Inefdy7qGqpornaAghz4uJiYG9vT3s7OwQGxvLXexUVla2aE1QTSTUF6KLTRcAoNl+CWlD2dnZGD16NMzNzdGjRw/07t1bblOUVCpFnz59EBISgt69e2P27NmYNWsWtm3bJldO2bWBmyujqmWlZMR21KuAEFVTKMljWRZdunSBjY2NQpsyT/3aq07mnWAptESltBIJeQnNf4AQ0qaqq6uRlZWF7OxslJeXw9HREUDtnfcdO3bwHJ3q0B10QtpeYGAg8vLy8Ndff8HY2BhnzpzB/v374eXlhZMnTypcj5OTE7y9veX2de/eHampqQDAtVtNrQ3s6OiIyspK5OXlNVrmeapar1Omi1UXGOoZorCyEKlFqa2qixBSS6ElFPbu3at0xa1dLF3XMQwDX5EvLqdfRnR2NDc2hhCimTIzM+Ho6AgrKyv079+f73BURiwS40jCERoLQ0gbunDhAn799Vf07dsXenp6cHV1xfDhw2FhYYHQ0FC8/vrrCtXz0ksvISFB/kZxYmIiXF1dAQDu7u5wdHREeHg494SwsrISERERWLNmDQDAz88PAoEA4eHhmDhxIgAgIyMDcXFxWLt2rapOuUkCfQG623ZHdHY0YiWxcLVwbZPjEqLLFErypk6dqu442iVfu9okLyY7Bu91V/+6WISQlgsICFBqrIy2kD3Ju5dzD9XSahjoKb18KiFESSUlJbC3twcA2NjYIDs7G126dIGPjw9u376tcD0LFy7EgAEDEBISgokTJ+Lvv//Gzp07sXPnTgC1N5QDAwMREhICLy8veHl5ISQkBCYmJpg8eTIAwNLSEjNmzMCiRYtga2sLGxsbLF68GD4+Phg2bJjqT74RPiIfRGdHI04Sh9Eeo9vsuIToKvqvOY9ohk1CtIeujhNxs3CDqcAUJVUleFTwCF2su/AdEiE6r2vXrkhISICbmxt69eqFHTt2wM3NDdu3b4eTk5PC9fTt2xcnTpxAcHAwVq5cCXd3d4SFheG99/65cbxkyRKUlZVh7ty53GLoZ8+ehbm5OVdmw4YNMDAwwMSJE7nF0Pft29fs7J6qxM32m029CghRBUryeOQj8gEDBk+KnyCnLAe2xrZ8h0QIaYQyU59rE309fYhtxbiReQNxkjhK8ghpA4GBgXj69CkAYNmyZRgxYgT+85//wNDQEPv27VOqrtGjR2P06MaffDEMg+XLl2P58uWNljEyMsKmTZuwadMmpY6tSrJeBfG58aiqqYJAX8BbLIToAlonj0fmhubwsPQAQGvDEEL4U3e9PEKI+r333nuYPn06AKB37954/Pgxbt68ibS0NEyaNInn6PjhYu4CS6ElqqRVSMxL5DscQrQeJXk8oy6bhBC+0QybhLSN0tJSzJs3Dx06dIC9vT0mT54MiUQCExMT9OnTByKRiO8QecMwDN1wIkSFWpzkPXz4EH/88QfKysoA6O54FXWjJI8Q7WBoaMh3CGoju7B6kPcAZdVlPEdDiO5atmwZ9u3bh9dffx3vvPMOwsPD8a9//YvvsDSG7IYTJXmEtJ7SY/JycnIwadIkXLhwAQzD4MGDB/Dw8MDMmTNhZWWF7777Th1x6ixZkhcriUWNtAb6em03yJkQorhbt27xHYLaOJg6wN7YHlllWYjPiUcfhz58h0SITjp+/Dh2796Nd955BwDw/vvv46WXXkJNTU2bTnKiqSjJI0R1lH6St3DhQhgYGCA1NRUmJibc/kmTJuHMmTMqDa498LT0hImBCUqrS5FUkMR3OISQdoq6SRGifmlpaRg4cCD3+oUXXoCBgQE3CUt7J2uHkguSUVRZxHM0hGg3pZO8s2fPYs2aNejYsaPcfi8vL6SkpKgssPZCX0+fu3NFXTYJ0VxPnjzB0qVLMWTIEHTv3h3e3t4YMmQIli5dirS0NL7DazUfOxqXR4i61dTU1Ov6bWBggOrqap4i0iw2RjboYNYBAHA35y7P0RCi3ZTurllSUiL3BE9GIpFAKBSqJKj2xtfOFzcybyAmOwZvdXmL73AIIc+5cuUKRo4cCRcXFwQEBCAgIAAsyyIrKwu//PILNm3ahNOnT+Oll17iO9QWoyd5hKgfy7KYNm2a3PVSeXk55syZA1NTU27f8ePH+QhPI/iIfJBenI7Y7Fi86PQi3+EQorWUTvIGDRqEH3/8EV9//TWA2tmQpFIpvv32WwwZMkTlAbYHNPkKIZpt4cKFmDlzJjZs2NDo+4GBgbh582YbR6Y6PWx7gAGD9OJ05JbnwsbIhu+QCNE5U6dOrbfv/fff5yESzSUWiXHm8Rm64URIKymd5H377bd45ZVXcOvWLVRWVmLJkiW4e/cucnNzcfXqVXXEqPNkSV5SQRIKKwthYWjBc0SEkLri4uJw4MCBRt+fPXs2tm/f3oYRqZ65oTncLd3xqOAR4iRxGNRxEN8hEaJz9u7dy3cIGq/uhHQsy4JhGJ4jIkQ7KT0mz9vbGzExMXjhhRcwfPhwlJSUYMKECYiKioKnp6c6YtR5NkY2cDF3AQDEZdN4GEI0jZOTE65du9bo+9evX4eTk1MbRqQesi6bNC6PEPU6f/58o+9t3ry5DSPRPN1sukGf0YekTIJnpc/4DocQraX0kzwAcHR0xIoVK1QdS7vma+eLtKI0REuiMaDDAL7DIYTUsXjxYsyZMweRkZEYPnw4HBwcwDAMMjMzER4ejl27diEsLEzpepcvX16vLXVwcEBmZqaKIleOj8gHJ5NOUjcpQtTszTffRHh4OPr27Su3PywsDF999RU++ugjniLjn7GBMbysvXA/9z5iJbFwNHXkOyRCtJLSSd7evXthZmaGt99+W27/0aNHUVpa2mB/c9I8X5Ev/vvovzQujxANNHfuXNja2mLDhg3YsWMHampqAAD6+vrw8/PDjz/+iIkTJ7ao7h49euDcuXPcaz7XypLN9BsniaNuUoSo0YYNGzBq1ChERETA29sbALBu3Tp8/fXX+O9//8tzdPwTi8RckjfcdTjf4RCilZRO8lavXt3g2BN7e3v83//9HyV5LdTTrieA2slX6OKKEM0zadIkTJo0CVVVVZBIJAAAkUgEgUDQqnoNDAzg6KgZd6q7WHeBQE+A/Ip8PCl6AhcLF75DIkQnTZ8+HTk5OQgICMCVK1dw5MgRhISE4PTp0xgwgHrz+Ip88XPiz9R1nJBWUDrJS0lJgbu7e739rq6uSE1NVUlQ7VEX6y4Q6gtRWFmIlMIUuFm68R0SIaQBAoFApePvHjx4AGdnZwiFQvTr1w8hISHw8PBQWf3KEOgL0N2mO2IkMYiVxFKSR4gaLV68GDk5OfD390dNTQ3Onj2Lfv368R2WRpCND74ruYsaaQ309fjr4UCItlI6ybO3t0dMTAzc3Nzk9kdHR8PW1lZVcbU7An0BvG29EZUVhRhJDCV5hGiRtLQ0LFu2DHv27FHqc/369cOPP/6ILl264NmzZ1i1ahUGDBiAu3fvNtqeVlRUoKKigntdWFjYqtifJxaJuSRvlMcoldZNSHu2cePGevucnJxgYmKCQYMG4caNG7hx4wYAYP78+W0dnkbxsPSAsYExSqtL8ajgEbysvfgOiRCto3SS984772D+/PkwNzfHoEG1U2xHRERgwYIFeOedd1QeYHviK/KtTfKyYzDGcwzf4RBCFJSbm4v9+/crneSNHDmS+9nHxwf9+/eHp6cn9u/fj6CgoAY/ExoaqtaJr2iGTULUo7F1NvX19XH16lVuGSqGYdp9kqevp48etj1w69ktxEniKMkjpAWUTvJWrVqFlJQUDB06FAYGtR+XSqX44IMPEBISovIA2xNaFJ0QzXTy5Mkm33/06JFKjmNqagofHx88ePCg0TLBwcFyCWBhYSFcXFTXrVLWDsXnxqNKWgWBXuvGHBJCaiUnJ/MdglbxsfPBrWe3ECuJxXiv8XyHQ4jWUTrJMzQ0xJEjR/D1118jOjoaxsbG8PHxgaurqzria1dkF1eJeYkorSqFicCE54gIIQAwbtw4MAwDlmUbLaOKyZIqKioQHx+PgQMHNlpGKBRCKBS2+liN6WTeCeaG5iiqLMLDvIfobttdbccihJDG1J3tlxCiPKUXQ5fp0qUL3n77bYwePbpVCd7WrVvh7u4OIyMj+Pn54fLly02Wj4iIgJ+fH4yMjODh4dHgTJ/Hjh2Dt7c3hEIhvL29ceLECbn3q6ur8cUXX8Dd3R3Gxsbw8PDAypUrIZVKW3wequBo6gh7E3vUsDW4l3OP11gIIf9wcnLCsWPHIJVKG9xu377donoXL16MiIgIJCcn48aNG3jrrbdQWFjI6yzFDMNwF1e0Xh4hqhMUFISSkhKFywcHByM3N7fJMsuXLwfDMHJb3dl6WZbF8uXL4ezsDGNjY7zyyiu4e/euXB0VFRX4+OOPIRKJYGpqijFjxuDJkyfKnZwayNqhxLxElFWX8RwNIdpH6SSvpqYGu3fvxuTJkzFs2DC8+uqrcpsyjhw5gsDAQCxduhRRUVEYOHAgRo4c2egsncnJyRg1ahQGDhyIqKgofP7555g/fz6OHTvGlbl+/TomTZqEKVOmIDo6GlOmTMHEiRO5wcwAsGbNGmzfvh2bN29GfHw81q5di2+//RabNm1S9tehctxSChLqskmIpvDz82sykWvuKV9jnjx5gnfffRddu3bFhAkTYGhoiL/++ov3nhE0Lo8Q1fv+++9RWlqqcPktW7YgPz+/2XI9evRARkYGt8XG/nNzZu3atVi/fj02b96MmzdvwtHREcOHD0dRURFXJjAwECdOnMDhw4dx5coVFBcXY/To0dx6oHxxMHGAyFiEGrYG93Pv8xoLIdpI6e6aCxYswL59+/D6669DLBa3qovS+vXrMWPGDMycORMAEBYWhj/++APbtm1DaGhovfLbt29Hp06dEBYWBgDo3r07bt26hXXr1uHNN9/k6hg+fDiCg4MB1N4Ji4iIQFhYGA4dOgSgNhEcO3YsXn/9dQCAm5sbDh06hFu3brX4XFTFV+SL8JRwGpdHiAb55JNPmrwD37lzZ1y8eFHpeg8fPtyasNSGnuQRonosy6JLly4KXzcp+tSvsbU2WZZFWFgYli5digkTJgAA9u/fDwcHBxw8eBCzZ89GQUEBdu/ejX//+98YNmwYAODAgQNwcXHBuXPnMGLECAXPTvVkvQoupl1EbHYsetv35i0WQrSR0kne4cOH8dNPP2HUqNZNrV1ZWYnIyEh89tlncvsDAgJw7dq1Bj9z/fp1BAQEyO0bMWIEdu/ejaqqKggEAly/fh0LFy6sV0aWGALAyy+/jO3btyMxMRFdunRBdHQ0rly5IlfmeeqetlxGNi4vOjuaFkUnREM0NUYOqJ0wZfDgwW0UjfrJnuQl5SehpKoEpgJTniMiRPvt3btX6c84ODg0W6axtTaTk5ORmZkpd90kFAoxePBgXLt2DbNnz0ZkZCSqqqrkyjg7O0MsFuPatWuNJnltdU0kS/KoVwEhymvRxCudO3du9YElEglqamrqNWAODg7IzMxs8DOZmZkNlq+uroZEIoGTk1OjZerW+emnn6KgoADdunWDvr4+ampq8M033+Ddd99tNF51T1su0922OwwYA0jKJMgsyYSTmeoWXSaEEEWIjEVwMnVCRkkG7uXcQ1/HvnyHRIjWU8dY26bW2pRd9zR0TZSSkgKg9rrK0NAQ1tbW9co0di0GtN01keyGEw1hIUR5So/JW7RoEb7//vsWjT9pyPNPqpp7etVQ+ef3N1fnkSNHcODAARw8eBC3b9/G/v37sW7dOuzfv7/R4wYHB6OgoIDb0tLSmj+5FjA2MEYXmy4AgGhJtFqOQQghzZFdXFGXTUI018iRI/Hmm2/Cx8cHw4YNw3//+18AkLueUfY6S5EybXVN1EPUAwCQXpyO3PKmJ6EhhMhTOsm7cuUK/vOf/8DT0xNvvPEGJkyYILcpSiQSQV9fv96doqysrEa7Jzg6OjZY3sDAALa2tk2WqVvnJ598gs8++wzvvPMOfHx8MGXKFCxcuLDBcYAyQqEQFhYWcpu6+IpovTxCNM2zZ8+wbt26Bt/7/vvvkZ6e3sYRqRdNX06I9qm71qZsnF5T10SOjo6orKxEXl5eo2Ua0lbXRBaGFnC3dAdAbREhylI6ybOyssL48eMxePBgiEQiWFpaym2KMjQ0hJ+fH8LDw+X2h4eHY8CAAQ1+pn///vXKnz17Fv7+/hAIBE2WqVtnaWkp9PTkT11fX5/3JRRkaFF0QjRPfn4+1q9fj7lz58rt/+STT/DNN98gJyeHp8jUgyZfIUT7yNbadHJygru7OxwdHeWuiSorKxEREcFdE/n5+UEgEMiVycjIQFxcXKPXYm2NbjgR0jJKj8lrycDhxgQFBWHKlCnw9/dH//79sXPnTqSmpmLOnDkAarsDpKen48cffwQAzJkzB5s3b0ZQUBBmzZqF69evY/fu3dysmUDt7J+DBg3CmjVrMHbsWPz66684d+4crly5wpV544038M0336BTp07o0aMHoqKisH79enz44YcqO7fW6GXXCwAQnxOPyppKGOob8hsQIQRdu3bFpUuXMHToUJSXl2PXrl0IDAzE0aNHceHCBYjFYr5DVClvW2/oMXrILMlEdmk27Ezs+A6JEPKcxYsX44033kCnTp2QlZWFVatWcWttMgyDwMBAhISEwMvLC15eXggJCYGJiQkmT54MALC0tMSMGTOwaNEi2NrawsbGBosXL+a6f2oCsUiMk0knaVweIUpSOskDahcTv3TpEpKSkjB58mSYm5vj6dOnsLCwgJmZmcL1TJo0CTk5OVi5ciUyMjIgFotx6tQpbo2ojIwMuTXz3N3dcerUKSxcuBBbtmyBs7MzNm7cyC2fAAADBgzA4cOH8cUXX+DLL7+Ep6cnjhw5gn79+nFlNm3ahC+//BJz585FVlYWnJ2dMXv2bHz11Vct+XWoXEfzjrAWWiOvIg8JuQnwsfPhOyRCCIAuXbpwiV7Xrl1RWlqKixcvolu3bnyHpnImAhN4WnniQd4DxEniMKTTEL5DIkTnPHz4EElJSRg0aBCMjY2VnlVbttamRCKBnZ0dXnzxRbm1NpcsWYKysjLMnTsXeXl56NevH86ePQtzc3Oujg0bNsDAwAATJ05EWVkZhg4din379kFfX1/l59sSdZ/k0azjhCiOYZWcQSUlJQWvvfYaUlNTUVFRgcTERHh4eCAwMBDl5eXYvn27umLVKIWFhbC0tERBQYFa+qJ/dP4jRDyJwKd9P8X73u+rvH5CtIW6v2st8e677+LIkSMYM2YMjh8/Xq/7d1tS5+9n2bVlOP7gOGb5zML8PvNVWjch2kTV37OcnBxMmjQJFy5cAMMwePDgATw8PDBjxgxYWVnhu+++U0HUbUed7VBVTRX6HeyHKmkVTo0/BRcLF5XWT4g2Uea7pvSVyYIFC+Dv74+8vDwYGxtz+8ePH4/z588rHy1pEI3LI0TzsCyL999/Hzdu3EBERAQSEhIwceJEVFdX8x2aWtAMm4Sox8KFC2FgYIDU1FSYmJhw+ydNmoQzZ87wGJnmEegL0N2mOwBqiwhRRotm1/ziiy9gaCg/TszV1VXnZpfjE5fkUR90QjRCdXU1Jk2axCV4AwcOxKVLl5CQkIAJEyagsrKS7xBVTtZN6q7kLqSsZkxMRYguOHv2LNasWYOOHTvK7ffy8uLWsCP/oBtOhChP6SRPKpWipqam3v4nT57I9fEmrSO2FYMBg/TidEjKJHyHQ0i79/fff+PBgwe4fPkyXFxquws5ODjg4sWLyMjIwOXLl3mOUPU8rTxhpG+EoqoipBTShSchqlJSUiL3BE9GIpFAKBTyEJFmoySPEOUpneQNHz4cYWFh3GuGYVBcXIxly5Zh1KhRqoytXTMzNIOnlScA6rJJiCYYMGAAbt++za09JSMSifD3339j6NChPEWmPgI9Abrb1naTounLCVGdQYMGcTOHA7XXUlKpFN9++y2GDKFJjp4n690UnxOPKmkVz9EQoh2UTvLWr1+PiIgIeHt7o7y8HJMnT4abmxvS09OxZs0adcTYbvW06wmAkjxCNEVjs7rp8mxvdAedENX79ttvsWPHDowcORKVlZVYsmQJxGIx/vzzT7qWakAn804wNzRHpbQSD/Ie8B0OIVpB6SSvQ4cOuHPnDj755BPMnj0bvXv3xurVqxEVFQV7e3t1xNhu0bg8QvgXExMDqVTx8Wh3797VqYlYfEW17RA9ySNEdby9vRETE4MXXngBw4cPR0lJCSZMmICoqCh4enryHZ7GYRiGFkUnRElKrZNXVVWFrl274vfff8f06dMxffp0dcVFIH9xVS2thoFei5Y1JIS0Qu/evZGZmQk7O8UWA+/fvz/u3LkDDw8PNUfWNmRP8u7n3kdlTSUM9Q2b+QQhRBGOjo5YsWIF32FoDbFIjGtPryEmOwYTu07kOxxCNJ5SWYNAIEBFRYVOd03SJB5WHjATmKG4qhhJ+UnoatOV75AIaXdYlsWXX37Z4CQJDdG1WTY7mHWAtdAaeRV5SMxL5JI+QkjL7d27F2ZmZnj77bfl9h89ehSlpaWYOnUqT5FpLupVQIhylH409PHHH2PNmjXYtWsXDAzoyZI66TF6EIvE+CvjL0RnR1OSRwgPBg0ahISEBIXL9+/fX24NUW3HMAzEIjEup19GTHYMJXmEqMDq1auxffv2evvt7e3xf//3f5TkNaCHqAcA4FHBIxRXFsPM0IzniAjRbEpnaTdu3MD58+dx9uxZ+Pj4wNTUVO7948ePqyw4Ujsu76+Mv6h7AiE8uXTpEt8h8M5H5IPL6ZfpDjohKpKSkgJ3d/d6+11dXZGamspDRJpPZCyCs6kznpY8xb2ce3jB6QW+QyJEoymd5FlZWeHNN99URyykAdwMmzT5CiGEJzTDJiGqZW9vj5iYGLi5ucntj46Ohq2tLT9BaQGxSIynJU8RI4mhJI+QZiid5O3du1cdcZBGyGaTSi5IRkFFASyFljxHRAhpb2RJ3uPCxyisLISFoQXPERGi3d555x3Mnz8f5ubmGDRoEAAgIiICCxYswDvvvMNzdJrL184XZ1POUq8CQhSg9BIKAFBdXY1z585hx44dKCoqAgA8ffoUxcXFKg2OANZG1uhk3gkADTYmRNeFhoaCYRgEBgbyHYocayNrdDTrCAC4K7nLczSEaL9Vq1ahX79+GDp0KIyNjWFsbIyAgAC8+uqrCAkJ4Ts8jUW9CghRnNJJXkpKCnx8fDB27FjMmzcP2dnZAIC1a9di8eLFKg+Q1FkvjxZFJ0Rn3bx5Ezt37oSvry/foTSI1qgiRHUMDQ1x5MgR3L9/H//5z39w/PhxJCUlYc+ePTA0pGVKGtPdpjv0GD1klWbhWckzvsMhRKMpneQtWLAA/v7+yMvLk5tBbvz48Th//rxKgyO1ZOPyoiXRPEdCCFGH4uJivPfee/jhhx9gbW3NdzgN8rGrTfLoDjohqtOlSxe8/fbbGD16NFxdXfkOR+OZCEzQ2aozALrhREhzlB6Td+XKFVy9erXenSZXV1ekp6erLDDyD9mTvNjsWEhZKfSYFvWyJYSowOXLl7Fjxw4kJSXh559/RocOHfDvf/8b7u7uePnll1tU57x58/D6669j2LBhWLVqVZNlKyoqUFFRwb0uLCxs0TGVJXuSFyuJBcuytF4qIa1QU1ODffv24fz588jKyoJUKpV7/8KFCzxFpvl8RD5IzEtErCQWQ12H8h0OIRpL6WxBKpWipqam3v4nT57A3NxcJUEReV7WXjDSN0JhZSFSClP4DoeQduvYsWMYMWIEjI2NERUVxSVbRUVFLR5Hc/jwYdy+fRuhoaEKlQ8NDYWlpSW3ubi4tOi4yupm0w36jD4kZRI8K6VuUoS0xoIFC7BgwQLU1NRALBajZ8+echtpHHUdJ0QxSid5w4cPR1hYGPeaYRgUFxdj2bJlGDVqlCpjI/8j0BPA29YbABCdTV02CeHLqlWrsH37dvzwww8QCATc/gEDBuD27dtK15eWloYFCxbgwIEDMDIyUugzwcHBKCgo4La0tDSlj9sSRgZG6GLdBQB12SSktQ4fPoyffvoJR44cQVhYGDZs2CC3tVRDkzexLIvly5fD2dkZxsbGeOWVV3D3rvwEShUVFfj4448hEolgamqKMWPG4MmTJy2OQ51kk6/E5cRBykqbKU1I+6V0krdhwwZERETA29sb5eXlmDx5Mtzc3JCeno41a9aoI0aCOuvl0eQrhPAmISGBm+68LgsLC+Tn5ytdX2RkJLKysuDn5wcDAwMYGBggIiICGzduhIGBQYO9JoRCISwsLOS2tkIz2xGiGoaGhujcubNK62xs8qa1a9di/fr12Lx5M27evAlHR0cMHz6cmx0dAAIDA3HixAkcPnwYV65cQXFxMUaPHt1gG8Q3TytPGBsYo6SqBMkFyXyHQ4jGUjrJc3Z2xp07d/DJJ59g9uzZ6N27N1avXo2oqCjY29urI0YCmmGTEE3g5OSEhw8f1tt/5coVeHh4KF3f0KFDERsbizt37nCbv78/3nvvPdy5cwf6+vqqCFtlqJsUIaqxaNEifP/992BZViX1NTZ5E8uyCAsLw9KlSzFhwgSIxWLs378fpaWlOHjwIACgoKAAu3fvxnfffYdhw4ahd+/eOHDgAGJjY3Hu3DmVxKdKBnoGXO8muuFESOMUSvL69OmDvLw8AMDKlSvBsiymT5+OzZs3Y+vWrZg5c6bcTJtE9WRJ3oP8ByitKuU5GkLap9mzZ2PBggW4ceMGGIbB06dP8Z///AeLFy/G3Llzla7P3NwcYrFYbjM1NYWtrS3EYrEazqB1ZE/y7kruokaqeXf4CdEWV65cwX/+8x94enrijTfewIQJE+Q2ZdWdvKmu5ORkZGZmIiAggNsnFAoxePBgXLt2DUBtj4Kqqiq5Ms7OzhCLxVwZTUM3nAhpnkKza8bHx6OkpATW1tZYsWIF5syZAxMTE3XHRuqwN7GHo6kjMksycTfnLvo69uU7JELanSVLlqCgoABDhgxBeXk5Bg0aBKFQiMWLF+Ojjz7iOzy187D0gImBCUqrS5FckIzO1qrtbkZIe2FlZYXx48erpC7Z5E03b96s915mZiYAwMHBQW6/g4MDUlJSuDKGhob1lm9xcHDgPv88vmb5laGu44Q0T6Ekr1evXpg+fTpefvllsCyLdevWwczMrMGyX331lUoDJP/wFfkisyQT0dnRlOQRwpNvvvkGS5cuxb179yCVSuHt7d1oe9gSly5dUlldqqavp48eoh64mXkTsZJYSvIIaaG9e/eqpB7Z5E1nz55tcvKm55c8UWQZlKbKhIaGYsWKFcoHrCKyJ3mJuYkory6HkYFiE1cR0p4o1F1z3759sLW1xe+//w6GYXD69GmcOHGi3vbLL7+oOdz2jcblEaIZTExM4O/vjxdeeEGlCZ424Ga2o25ShLRKdXU1zp07hx07dnCToDx9+hTFxcUK19Hc5E2yJ3jPP5HLysri3nN0dERlZSU3LKehMs/ja5ZfGSdTJ9ga2aKarcb93PttemxCtIVCT/K6du2Kw4cPAwD09PRw/vx5mmSFB3Vn2KTFiAlpe6GhoXBwcMCHH34ot3/Pnj3Izs7Gp59+ylNkbafuouiEkJZJSUnBa6+9htTUVFRUVGD48OEwNzfH2rVrUV5eju3btytUj2zyprqmT5+Obt264dNPP4WHhwccHR0RHh6O3r17AwAqKysRERHBzYju5+cHgUCA8PBwTJw4EQCQkZGBuLg4rF27tsHjCoVCCIXClp5+qzEMAx+RDy49uYQ4SRx62ffiLRZCNJXSE68sW7ZMpXeut27dCnd3dxgZGcHPzw+XL19usnxERAT8/PxgZGQEDw+PBhvCY8eOwdvbG0KhEN7e3jhx4kS9Munp6Xj//fdha2sLExMT9OrVC5GRkSo7L3XoZtMNBnoGyCnPwdOSp3yHQ0i7s2PHDnTr1q3e/h49eih8UabtZEneg7wHKK8u5zkaQrTTggUL4O/vj7y8PLmJ68aPH4/z588rXE9zkzfJ1swLCQnBiRMnEBcXh2nTpsHExASTJ08GAFhaWmLGjBlYtGgRzp8/j6ioKLz//vvw8fGpN5GLJqFxeYQ0TaEkTzbxClA7u6YyXQmacuTIEQQGBmLp0qWIiorCwIEDMXLkSKSmpjZYPjk5GaNGjcLAgQMRFRWFzz//HPPnz8exY8e4MtevX8ekSZMwZcoUREdHY8qUKZg4cSJu3LjBlcnLy8NLL70EgUCA06dP4969e/juu+9gZWWlkvNSFyMDI3Szrr3ApC6bhLS9zMxMODk51dtvZ2eHjIwMHiJqew4mDhAZi6ibFCGtcOXKFXzxxRcwNDSU2+/q6or09HSVHmvJkiUIDAzE3Llz4e/vj/T0dJw9exbm5uZcmQ0bNmDcuHGYOHEiXnrpJZiYmOC3337TuGVc6qJeBYQ0jdeJV9avX48ZM2Zg5syZAICwsDD88ccf2LZtG0JDQ+uV3759Ozp16oSwsDAAQPfu3XHr1i2sW7cOb775JlfH8OHDERwcDKC233hERATCwsJw6NAhAMCaNWvg4uIiN/DZzc1N4bj55Gvni7icOMRkx2Ck+0i+wyGkXXFxccHVq1fh7u4ut//q1atwdnbmKaq2xTAMxCIxLqVdQqwklrpJEdICUqm0wYXGnzx5Ipd8tcTzkzcxDIPly5dj+fLljX7GyMgImzZtwqZNm1p17LbUQ9QDAJBWlIb88nxYGVnxGxAhGoa3iVcqKysRGRkpty4LAAQEBDS6Lsv169frlR8xYgRu3bqFqqqqJsvUrfPkyZPw9/fH22+/DXt7e/Tu3Rs//PBDk/FWVFSgsLBQbuMDTb5CCH9mzpyJwMBA7N27FykpKUhJScGePXuwcOFCzJo1i+/w2gzdQSekdYYPH87dsAZqE7Hi4mIsW7YMo0aN4i8wLWIptISbhRsAIC6HJoIi5Hm8TbwikUhQU1PT4Notja3LkpmZ2WD56upqSCQSODk5NVqmbp2PHj3Ctm3bEBQUhM8//xx///035s+fD6FQiA8++KDBY/M9XbCMLMmLz41HZU0lDPUNm/kEIURVlixZgtzcXMydOxeVlZUAau+Af/rpp1zvgfaAZtgkpHXWr1+PV199Fd7e3igvL8fkyZPx4MEDiEQirtcRaZ5YJMbjwseIlcTi5Q4v8x0OIRpFoSSvLqlUqtIAlF27paHyz+9vrk6pVAp/f3+EhIQAAHr37o27d+9i27ZtjSZ5wcHBCAoK4l4XFhbCxcWlqVNTi45mHWFjZIPc8lzE58ZzM24SQtSPYRisWbMGX375JeLj42FsbAwvLy9eZ5njgyzJo25ShLRMhw4dcOfOHRw+fBiRkZGQSqWYMWMG3nvvPbmJWEjTxCIxfn/0O2KzqVcBIc9TKMk7efIkRo4cCYFAgJMnTzZZdsyYMQodWCQSQV9fv8m1W57n6OjYYHkDAwPY2to2WaZunU5OTvD29pYr0717d7kJXJ7H93TBMgzDwFfki0tPLiEmO4aSPEJ4YGZmhr59+/IdBm8sDC3gZuGGx4WPEZcTR3fQCVFCVVUVunbtit9//x3Tp0/H9OnT+Q5Ja8m6jsdJ4mhpKUKeo1CSN27cOGRmZsLe3h7jxo1rtBzDMA0OJG6IoaEh/Pz8EB4ejvHjx3P7w8PDMXbs2AY/079/f/z2229y+86ePQt/f38IBAKuTHh4OBYuXChXZsCAAdzrl156CQkJCXL1JCYmwtXVVaHY+dbTvieX5BFC2tb58+dx/vx5ZGVl1evZsGfPHp6ians+Ih/qJkVICwgEAlRUVFBCogKypaXyKvKQXpyOjuYd+Q6JEI2h0MQrUqmUG4MnlUob3RRN8GSCgoKwa9cu7NmzB/Hx8Vi4cCFSU1MxZ84cALVdJOt2n5wzZw5SUlIQFBSE+Ph47NmzB7t378bixYu5MgsWLMDZs2exZs0a3L9/H2vWrMG5c+cQGBjIlVm4cCH++usvhISE4OHDhzh48CB27tyJefPmKRU/X3xFNPkKIXxYsWIFAgICcP78eUgkEuTl5clt7QmNyyOk5T7++GOsWbMG1dXVfIei1Qz1DbmlpagtIkSe0mPyVGnSpEnIycnBypUrkZGRAbFYjFOnTnFP1DIyMuTWzHN3d8epU6ewcOFCbNmyBc7Ozti4cSO3fAIADBgwAIcPH8YXX3yBL7/8Ep6enjhy5Aj69evHlenbty9OnDiB4OBgrFy5Eu7u7ggLC8N7773XdiffCj1EPaDH6OFpyVNkl2bDzsSO75AIaRe2b9+Offv2YcqUKXyHwjtuhs3sWOomRYiSbty4gfPnz+Ps2bPw8fGBqamp3PvHjx/nKTLtIxaJa5eWksTgNffX+A6HEI2hUJK3ceNGhSucP3++UgHMnTsXc+fObfC9ffv21ds3ePBg3L59u8k633rrLbz11ltNlhk9ejRGjx6tcJyaxFRgis5WnZGYl4iY7BgMdR3Kd0iEtAuVlZVyXb/bs642XambFCEtZGVlJXeDmrScj50PDiccpid5hDxHoSRvw4YNcq+zs7NRWloKKysrAEB+fj5MTExgb2+vdJJHWsbXzheJeYmIlkRTkkdIG5k5cyYOHjyIL7/8ku9QeCfrJhWXE4c4SRwleYQoYe/evXyHoDNkvQric+JRJa2CQE/Ac0SEaAaFkrzk5GTu54MHD2Lr1q3YvXs3unbtCgBISEjArFmzMHv2bPVESerxFfni58SfaVweIW2ovLwcO3fuxLlz5+Dr68tN+CSzfv16niLjh6ybVKwklrpJEaKk6upqXLp0CUlJSZg8eTLMzc3x9OlTWFhYwMzMjO/wtIarhSvMBeYoqipCUn4Sutl04zskQjSC0mPyvvzyS/z8889cggfULpa+YcMGvPXWW1ozrk3byZZOuCu5i2ppNQz0eB1eSUi7EBMTg169egEA4uLkuwa1xzFp1E2KkJZJSUnBa6+9htTUVFRUVGD48OEwNzfH2rVrUV5eju3bt/MdotbQY/TQQ9QDf2X8hZjsGEryCPkfpTODjIwMVFVV1dtfU1ODZ8+eqSQo0jw3SzfuztWDvAfobtud75AI0XkXL17kOwSNIpth817OPbrZRIgSFixYAH9/f0RHR3Pr/ALA+PHjMXPmTB4j004+Ih/8lfEX4iRxmNh1It/hEKIRFFpCoa6hQ4di1qxZuHXrFliWBQDcunULs2fPxrBhw1QeIGmYHqMHH7vafujUZZOQtnP58mW8//77GDBgANLT0wEA//73v3HlyhWeI2t7bha1N5vKa8qRlJ/EdziEaI0rV67giy++gKGhodx+V1dXrl0hiuNm+5XE8hwJIZpD6SRvz5496NChA1544QUYGRlBKBSiX79+cHJywq5du9QRI2mEr93/1suTUJJHSFs4duwYRowYAWNjY9y+fRsVFRUAgKKiIoSEhPAcXduTdZMC6OKKEGU0trbwkydPYG5uzkNE2k3WqyApPwklVSU8R0OIZlA6ybOzs8OpU6eQkJCAo0eP4qeffkJ8fDxOnTrFLZhO2gYtik5I21q1ahW2b9+OH374QW7SlQEDBjS7tEtDtm3bBl9fX1hYWMDCwgL9+/fH6dOnVRmy2tEddEKUN3z4cISFhXGvGYZBcXExli1bhlGjRvEXmJayM7GDo6kjWLC4l3OP73AI0QgtHkDh5eUFLy8vVcZClCS7uHpc+Bj55fmwMrLiNyBCdFxCQgIGDRpUb7+FhQXy8/OVrq9jx45YvXo1OnfuDADYv38/xo4di6ioKPTo0aO14bYJ2R10SvIIUdyGDRswZMgQeHt7o7y8HJMnT8aDBw8gEolw6NAhvsPTSj4iH2SWZCJWEou+jn35DocQ3in9JI9oDisjK7hZuAGgCyxC2oKTkxMePnxYb/+VK1fg4eGhdH1vvPEGRo0ahS5duqBLly745ptvYGZmhr/++ksV4bYJ2c2mpPwklFaV8hwNIdrB2dkZd+7cwSeffILZs2ejd+/eWL16NaKioqhXVAvJ2iKa7ZeQWpTkaTkal0dI25k9ezYWLFiAGzdugGEYPH36FP/5z3+wePFizJ07t1V119TU4PDhwygpKUH//v0bLVdRUYHCwkK5jU92JnZwMHGAlJVSNylCmtCnTx/k5eUBAFauXAmWZTF9+nRs3rwZW7duxcyZM2FsbMxzlNqLehUQIo+SPC1H4/IIaTtLlizBuHHjMGTIEBQXF2PQoEGYOXMmZs+ejY8++qhFdcbGxsLMzAxCoRBz5szBiRMn4O3t3Wj50NBQWFpacpuLi0tLT0dl6A46Ic2Lj49HSUntpCArVqxAcXFxq+tsblwvy7JYvnw5nJ2dYWxsjFdeeQV3796Vq6OiogIff/wxRCIRTE1NMWbMGDx58qTVsbW1HrY9oMfoIbMkE9ml2XyHQwjvlB6Tl5qaChcXl3oL/7Isi7S0NHTq1EllwZHmyZ7kxWbHQspKocdQ3k6IOn3zzTdYunQp7t27B6lUCm9vb5iZmbW4vq5du+LOnTvIz8/HsWPHMHXqVERERDSa6AUHByMoKIh7XVhYyHuiJxaJcS71HN1BJ6QJvXr1wvTp0/Hyyy+DZVmsW7eu0bbjq6++UqjO5sb1rl27FuvXr8e+ffvQpUsXrFq1CsOHD0dCQgI3i2dgYCB+++03HD58GLa2tli0aBFGjx6NyMhI6Ovrq+bk24CJwAQelh54mP8QsZJYvNrpVb5DIoRXDCtb7E5B+vr6yMjIqNdnPCcnB/b29g1OCayLCgsLYWlpiYKCAlhYWPAWR7W0Gv0P9kd5TTl+HfsrPKyUHxdEiCbTlO9aVVUVAgICsGPHDnTp0kVtxxk2bBg8PT2xY8cOhcprwu/n74y/MePsDDibOuOPt/7gJQZC1EkV37OEhAQsW7YMSUlJuH37Nry9vWFgUP9eO8MwLZqtV8bGxgbffvstPvzwQzg7OyMwMBCffvopgNqndg4ODlizZg1mz56NgoIC2NnZ4d///jcmTZoEAHj69ClcXFxw6tQpjBgxQqFjakI7BADLri3D8QfHMctnFub3mc9bHISoizLfNaWf5LEsW+8pHgAUFxfDyMhI2epIKxnoGaCHqAcin0UiOjuakjxC1EQgECAuLq7B9k+VWJbl1t/TFj1EPcCAwdOSp5CUSSAyFvEdEiEap2vXrjh8+DAAQE9PD+fPn1fpJCs1NTU4evQoN643OTkZmZmZCAgI4MoIhUIMHjwY165dw+zZsxEZGcndwJJxdnaGWCzGtWvXFE7yNIVYJMbxB8epVwEhUCLJk3UPYhgGX375JUxMTLj3ampqcOPGDfTq1UvlAZLm9bTrichnkYiRxGC813i+wyFEZ33wwQfYvXs3Vq9erZL6Pv/8c4wcORIuLi4oKirC4cOHcenSJZw5c0Yl9bcVU4EpPK088TD/Ie5K7mKwy2C+QyJE4/Tp0wfnz5+HtbU1li1b1qpu3nXFxsaif//+KC8vh5mZGTeu99q1awAABwcHufIODg5ISUkBAGRmZsLQ0BDW1tb1ymRmZjZ6zIqKCrmbUXxPACVTd3wwDWEh7Z3CSV5UVBSA2rvMsbGxMDQ05N4zNDREz549sXjxYtVHSJrFzbBJk68QolaVlZXYtWsXwsPD4e/vD1NTU7n3169fr1R9z549w5QpU5CRkQFLS0v4+vrizJkzGD58uCrDbhNikRgP8x8iRhJDSR4hDZBNvGJtbY2VK1fiX//6l9wN85ZqbFyvTENzKDTXI6G5MqGhoVixYkXrAleDzladYaRvhOKqYjwufAwPS+rdRNovhZO8ixcvAgCmT5+O77//ntc+10SebIbNh/kPUVJVAlOBaTOfIIS0RFxcHPr06QMASExMlHuvJd04d+/erZK4NIGPyAe/PPyFZtgkpBHqmHgFqL3RLpt4xd/fHzdv3sT333/PjcPLzMyEk5MTVz4rK4t7uufo6IjKykrk5eXJPc3LysrCgAEDGj2mJk4ABdQOYfG29cbtrNuIk8RRkkfaNaXH5O3du1cdcZBWsDOxg7OpM56WPMVdyV284PQC3yERopNkN7tIfXXXqFLkSQEh7c2+ffuwbNky/P7772AYBqdPn2504hVlkrznycb1uru7w9HREeHh4ejduzeA2t4IERERWLNmDQDAz88PAoEA4eHhmDhxIgAgIyMDcXFxWLt2baPHEAqFEAqFLY5RncQiMW5n3UZsdizGeI7hOxxCeKN0kldSUoLVq1fj/PnzyMrKglQqlXv/0aNHKguOKM7XzhdPS54iOjuakjxC1Ojy5cvYsWMHHj16hKNHj6JDhw7497//DXd3d7z88st8h8cbL2svGOoZoqiyCKlFqXC1cOU7JEI0ijomXmlqXC/DMAgMDERISAi8vLzg5eWFkJAQmJiYYPLkyQAAS0tLzJgxA4sWLYKtrS1sbGywePFi+Pj4YNiwYa0+Zz7Qup2E1FI6yZs5cyYiIiIwZcoUODk50d1aDeFr54szj8/QuDxC1OjYsWOYMmUK3nvvPdy+fZubeKCoqAghISE4deoUzxHyR6AnQHfb7ojOjkasJJaSPEKa8PwN8pZqblzvkiVLUFZWhrlz5yIvLw/9+vXD2bNnuTXyAGDDhg0wMDDAxIkTUVZWhqFDh2Lfvn1atUZeXbJeBffz7qOipgJCfc184kiIuimd5J0+fRr//e9/8dJLL6kjHtJC3OQrkhjqKkWImqxatQrbt2/HBx98wN2RB4ABAwZg5cqVPEamGXxEPojOjkacJA6jPUbzHQ4hGuXkyZMYOXIkBAIBTp482WTZMWMU62bY3LhehmGwfPlyLF++vNEyRkZG2LRpEzZt2qTQMTVdB7MOsDGyQW55LhJyE7jrI0LaG6WTPGtra9jY2KgjFtIK3W26Q6AnQG55Lp4UP4GLOf8DoAnRNQkJCRg0aFC9/RYWFsjPz2/7gDRM3XF5hBB548aNQ2ZmJuzt7TFu3LhGyzEMg5qamrYLTMcwDAOxSIw/n/yJWEksJXmk3VJ6AZGvv/4aX331FUpLS9URD2khQ31DdLfpDoCWUiBEXZycnPDw4cN6+69cuQIPD5rFTTbT7/2c+6iqqeI5GkI0i1Qq5cbgSaXSRjdK8FpPdsOJxuWR9kzpJ3nfffcdkpKS4ODgADc3NwgEArn3b9++rbLgiHJ87XwRI4lBTHYMXvd4ne9wCNE5s2fPxoIFC7Bnzx4wDIOnT5/i+vXrWLx4catmw9MVHc07wlJoiYKKAiTmJaKHqAffIRFC2iHZ5CvUq4C0Z0oneU11MSD88rXzBeLpSR4h6rJkyRIUFBRgyJAhKC8vx6BBgyAUCrF48WJ89NFHfIfHO1k3qavpVxEriaUkj5A6Nm7cqHDZ+fPnqzES3SdL8lIKU1BQUQBLoSXPERHS9pRO8pYtW6bSALZu3Ypvv/0WGRkZ6NGjB8LCwjBw4MBGy0dERCAoKAh3796Fs7MzlixZgjlz5siVOXbsGL788kskJSXB09MT33zzDcaPH99gfaGhofj888+xYMEChIWFqfLU2pys3/n93Psory6HkYERzxERov1iYmIgFouhp1fbu/2bb77B0qVLce/ePUilUnh7eze6oHF75CPy4ZK8d/AO3+EQojE2bNgg9zo7OxulpaWwsrICAOTn58PExAT29vaU5LWSpdASncw7IbUoFXcldzGgQ+MLuxOiq5QekwfUNkS7du1CcHAwcnNzAdR200xPT1eqniNHjiAwMBBLly5FVFQUBg4ciJEjRyI1NbXB8snJyRg1ahQGDhyIqKgofP7555g/fz6OHTvGlbl+/TomTZqEKVOmIDo6GlOmTMHEiRNx48aNevXdvHkTO3fuhK+vbgzKdTZ1hq2RLarZatzPvc93OITohN69e0MikQAAPDw8kJOTAxMTE/j7++OFF16gBO85tEYVIQ1LTk7mtm+++Qa9evVCfHw8cnNzkZubi/j4ePTp0wdff/0136HqBJoIirR3Sid5MTEx6NKlC9asWYN169ZxM8qdOHECwcHBStW1fv16zJgxAzNnzkT37t0RFhYGFxcXbNu2rcHy27dvR6dOnRAWFobu3btj5syZ+PDDD7Fu3TquTFhYGIYPH47g4GB069YNwcHBGDp0aL2ndMXFxXjvvffwww8/wNraWqm4NRXDMNzTvOjsaJ6jIUQ3WFlZITk5GQDw+PFjla1vpat62NZ20UwuSEZRZRHP0RCimb788kts2rQJXbt25fZ17doVGzZswBdffMFjZLqDxuWR9k7pJC8oKAjTpk3DgwcPYGT0T3fAkSNH4s8//1S4nsrKSkRGRiIgIEBuf0BAAK5du9bgZ65fv16v/IgRI3Dr1i1UVVU1Web5OufNm4fXX38dw4YNUzhmbcCtl0fj8ghRiTfffBODBw+Gu7s7GIaBv78/PDw8GtwIYGtsiw5mHcCCxb2ce3yHQ4hGysjI4K5b6qqpqcGzZ894iEj3+Nj9k+SxLMtzNIS0PaXH5N28eRM7duyot79Dhw7IzMxUuB6JRIKamho4ODjI7XdwcGi0nszMzAbLV1dXQyKRwMnJqdEydes8fPgwbt++jZs3byocb0VFBSoqKrjXhYWFCn+2LfW06wmgdlF0Qkjr7dy5ExMmTMDDhw8xf/58zJo1C+bm5nyHpdHEIjHSi9MRK4lFP6d+fIdDiMYZOnQoZs2ahd27d8PPzw8Mw+DWrVuYPXu2zt185ks3m24wYAyQW56LjJIMOJs58x0SIW1K6STPyMiowQQnISEBdnZ2SgfAMIzca5Zl6+1rrvzz+5uqMy0tDQsWLMDZs2flnkQ2JzQ0FCtWrFC4PF962PaAHqOHzJJMPCt5BgdTh+Y/RAhpVExMDAICAvDaa68hMjISCxYsoCSvGT4iH/zx+A8al0dII/bs2YOpU6fihRde4Jaiqq6uxogRI7Br1y6eo9MNQn0huth0wb2ce4iVxFKSR9odpbtrjh07FitXruS6GTAMg9TUVHz22Wd48803Fa5HJBJBX1+/3lO7rKysek/iZBwdHRssb2BgAFtb2ybLyOqMjIxEVlYW/Pz8YGBgAAMDA0RERGDjxo0wMDBodBHS4OBgFBQUcFtaWprC59qWTAQm8LLyAkD90AlRhboTr0RERKCyspLniDQfjYUhpGl2dnY4deoUEhIScPToUfz000+Ij4/HqVOnuAXTSetxbVE2tUWk/VE6yVu3bh2ys7Nhb2+PsrIyDB48GJ07d4a5uTm++eYbhesxNDSEn58fwsPD5faHh4djwICGp7rt379/vfJnz56Fv78/dyessTKyOocOHYrY2FjcuXOH2/z9/fHee+/hzp070NfXb/DYQqEQFhYWcpum4rps0rg8QlqNJl5RXjebbtBn9JFVmoVnJTS+iJDGeHl5YcyYMRg7diy6dOnCdzg6h244kfZM6e6aFhYWuHLlCi5cuIDbt29DKpWiT58+LepDHhQUhClTpsDf3x/9+/fHzp07kZqayq17FxwcjPT0dPz4448AgDlz5mDz5s0ICgrCrFmzcP36dezevRuHDh3i6lywYAEGDRqENWvWYOzYsfj1119x7tw5XLlyBQBgbm4OsVgsF4epqSlsbW3r7ddWvna++CnxJ5phkxAVkE284uTkxE280tjNoEePHrVxdJrJRGCCzladkZCXgDhJHHUbJ4TwQpbkxefGo1paDQM9pS97CdFaLf7X/uqrr+LVV19t1cEnTZqEnJwcrFy5EhkZGRCLxTh16hRcXV0B1M4+VXfNPHd3d5w6dQoLFy7Eli1b4OzsjI0bN8p1Ex0wYAAOHz6ML774Al9++SU8PT1x5MgR9OvXfgb/y2bYvJdzD1XSKgj0BDxHRIj2oolXWkYsEiMhLwGxklgMdR3KdziEkHbIzdINpgJTlFSVICk/CV1tujb/IUJ0RIuSvL///huXLl1CVlZWva5L69evV6quuXPnYu7cuQ2+t2/fvnr7Bg8ejNu3bzdZ51tvvYW33npL4RguXbqkcFlt4GrhCgtDCxRWFuJB3gN423rzHRIhWu21114DAJp4RQk+Ih8ce3CMJl8hhPBGj9GD2FaMG5k3ECuJpSSPtCtKj8kLCQnBiy++iL179+LWrVuIioritjt37qghRKIsPUaPWx+GumwSojp79+5VaYIXGhqKvn37wtzcHPb29hg3bhwSEhJUVj+fxKLa7u9xOXGQsjSOkRDCD9n1EN1wIu2N0k/yvv/+e+zZswfTpk1TQzhEVXqKeuJq+lXEZMfg3W7v8h0OIVorKCgIX3/9NUxNTREUFNRkWWV7MkRERGDevHno27cvqqursXTpUgQEBODevXswNTVtTdi887TyhLGBMUqqSvC44DE8rGixeEJkzpw5AzMzM7z88ssAgC1btuCHH36At7c3tmzZAmtra54j1B2yG040+Qppb5RO8vT09PDSSy+pIxaiQrJxeTTDJiGtExUVxS0ZExUV1Wi5ptb3bMyZM2fkXu/duxf29vaIjIzEoEGDlK5PkxjoGaC7TXfczrqNWEksJXmE1PHJJ59gzZo1AIDY2FgsWrQIQUFBuHDhAoKCgrB3716eI9QdsslXHuY/RGlVKUwEJjxHREjbULq7pmzSE6LZZHeuUotSkVeex3M0hGivixcvwsrKivu5se3ChQutPlZBQQEAwMbGptEyFRUVKCwslNs0lexmE91BJ0RecnIyvL1rx8sfO3YMo0ePRkhICLZu3YrTp08rXI8iXb5ZlsXy5cvh7OwMY2NjvPLKK7h7965cmYqKCnz88ccQiUQwNTXFmDFj8OTJk9afqAawN7GHvYk9pKwU93Lu8R0OIW1G6SRv8eLFSEhIgKenJ9544w1MmDBBbiOawVJoCXdLdwB0gUWINmBZFkFBQXj55ZebXM4lNDQUlpaW3Obi4tKGUSqHukkR0jBDQ0OUlpYCAM6dO4eAgAAAtTd4lLlxI+vy/ddffyE8PBzV1dUICAhASUkJV2bt2rVYv349Nm/ejJs3b8LR0RHDhw9HUVERVyYwMBAnTpzA4cOHceXKFRQXF2P06NGoqalR0Rnzy1dUe8OJxuWR9kTp7poff/wxLl68iCFDhsDW1rZFXZRI2/AV+SK5IBnR2dEY1FG7u34RwpfmxuHVpeyYvLo++ugjxMTEcGt6NiY4OFgupsLCQo1N9GTdpBJzE1FRUwGhvpDniAjRDC+//DKCgoLw0ksv4e+//8aRI0cAAImJiejYsaPC9TTX5ZtlWYSFhWHp0qXcjfj9+/fDwcEBBw8exOzZs1FQUIDdu3fj3//+N7fm8YEDB+Di4oJz585hxIgRKjpr/ohFYpxLPUc3nEi7onSS9+OPP+LYsWN4/fXX1REPUSFfO1/8mvQrjcsjpBWeH4cXGRmJmpoadO1aOxV3YmIi9PX14efn1+JjfPzxxzh58iT+/PPPZi/whEIhhELtSJacTJ1gY2SD3PJc3M+9j552PfkOiRCNsHnzZsydOxc///wztm3bhg4dOgAATp8+zS3Z0hLPd/lOTk5GZmYm96QQqG1DBg8ejGvXrmH27NmIjIxEVVWVXBlnZ2eIxWJcu3atwSSvoqICFRUV3GtN7jYO/HPDiZ7kkfZE6STPxsYGnp6e6oiFqJjsgipWEosaaQ309fR5jogQ7XPx4kXu5/Xr18Pc3Bz79+/nZr/Ly8vD9OnTMXDgQKXrZlkWH3/8MU6cOIFLly7B3d1dZXFrAoZh4CPyQcSTCMRJ4ijJI+R/OnXqhN9//73e/g0bNrS4zoa6fGdmZgIAHBwc5Mo6ODggJSWFK2NoaFhvRk8HBwfu888LDQ3FihUrWhxrW/O29QYDBk9LnkJSJoHIWMR3SISondJj8pYvX45ly5ZxfcmJ5qo7hXlyQTLf4RCi9b777juEhobKXQxZW1tj1apV+O6775Sub968eThw4AAOHjwIc3NzZGZmIjMzE2VlZaoMm1c0Lo+Q+m7fvo3Y2H++E7/++ivGjRuHzz//HJWVlS2qU9bl+9ChQ/Xee35oDcuyzQ63aapMcHAwCgoKuC0tLa1FMbcVM0MzeFrVPqCgp3mkvVA6ydu4cSNOnz4NBwcH+Pj4oE+fPnIb0RwGegbcBVaMhLpsEtJahYWFePbsWb39WVlZcpMYKGrbtm0oKCjAK6+8AicnJ26Tjc/RBdRNipD6Zs+ejcTERADAo0eP8M4778DExARHjx7FkiVLlK5P1uX74sWLcl2+HR0dAaDeE7msrCzu6Z6joyMqKyuRl5fXaJnnCYVCWFhYyG2ajm44kfZG6e6a48aNU0MYRF18Rb64mXkTMdkxmOBFs58S0hrjx4/H9OnT8d133+HFF18EAPz111/45JNPWjS7MMuyqg5R48gurFIKU1BQUQBLoSXPERHCv8TERPTq1QsAcPToUQwaNAgHDx7E1atX8c477yAsLEyheprr8u3u7g5HR0eEh4ejd+/eAIDKykpERERw6/T5+flBIBAgPDwcEydOBABkZGQgLi4Oa9euVc0JawAfkQ9+efgL3XAi7YbSSd6yZcvUEQdRE9k6VdHZ0TxHQoj22759OxYvXoz333+fWyDdwMAAM2bMwLfffstzdJrJUmiJTuadkFqUiruSuxjQYQDfIRHCO5ZlIZVKAdQuoTB69GgAgIuLCyQSicL1zJs3DwcPHsSvv/7KdfkGAEtLSxgbG4NhGAQGBiIkJAReXl7w8vJCSEgITExMMHnyZK7sjBkzsGjRItja2sLGxgaLFy+Gj48PN9umLqj7JE/KSqHHKN2ZjRCtonSSBwD5+fn4+eefkZSUhE8++QQ2Nja4ffs2HBwcuBmiiGaQJXlJ+UkoriyGmaEZzxERor1MTEywdetWfPvtt0hKSgLLsujcuTNMTU35Dk2j+dj5ILUoFbGSWEryCAHg7++PVatWYdiwYYiIiMC2bdsA1M6G2VgXyYbIPvfKK6/I7d+7dy+mTZsGAFiyZAnKysowd+5c5OXloV+/fjh79izMzc258hs2bICBgQEmTpyIsrIyDB06FPv27YO+vu5M2OZl7QWhvhBFlUVILUyFm6Ub3yERolZKJ3kxMTEYNmwYLC0t8fjxY8yaNQs2NjY4ceIEUlJS8OOPP6ojTtJCImMROph1QHpxOuJy4vCi04t8h0SI1jM1NYWvry/fYWgNH5EP/vvovzQWhpD/CQsLw3vvvYdffvkFS5cuRefOnQEAP//8MwYMUPxGiCJdvhmGwfLly7F8+fJGyxgZGWHTpk3YtGmTwsfWNgI9AbrbdMed7DuIlcRSkkd0ntLPqoOCgjBt2jQ8ePAARkZG3P6RI0fizz//VGlwRDVkT/NovTxCCB/qdpNqD+MQCWmOr68vYmNjUVBQIDcM5ttvv8X+/ft5jEy3ydoiGpdH2gOlk7ybN29i9uzZ9fZ36NCh0fVUCL9ka1NRkkcI4UM3m24wYAyQW56LjJIMvsMhRCPk5+dj165dCA4ORm5uLgDg3r17yMrK4jky3SWb7Zd6FZD2QOkkz8jICIWFhfX2JyQkwM7OTiVBEdXyFf3zJI/uohNC2ppQX4guNl0A0MUVIUDt0BcvLy+sWbMG69atQ35+PgDgxIkTCA4O5jc4HeZjV5vk3c+9j8qalq1HSIi2UDrJGzt2LFauXMnNLMcwDFJTU/HZZ5/hzTffVHmApPW62XSDoZ4h8iry8KToCd/hEELaIVovj5B/BAUFYfr06TT0pY11NOsIK6EVqqRVSMxL5DscQtRK6YlX1q1bh1GjRsHe3h5lZWUYPHgwMjMz0b9/f3zzzTfqiJG0kkBfgO623RGdHY072XfgYuHCd0iEaK3z58/j/PnzyMrK4qZAl9mzZw9PUWk+sUiMIwlH6EkeIagd+rJjx456+2noi3oxDAOxSIwr6VcQK4nlxugRoouUTvIsLCxw5coVXLhwAbdv34ZUKkWfPn10ai0VXeRr54vo7GjEZMfgDc83+A6HEK20YsUKrFy5Ev7+/nBycgLDMHyHpDVkT/Lu5dxDtbQaBnotWsGHEJ1AQ1/44yPyqU3ysmPxbrd3+Q6HELVp8X9lX331Vbz66quqjIWoETfDpoQmXyGkpbZv3459+/ZhypQpfIeiddws3GAqMEVJVQkeFTxCF+sufIdECG9kQ19++uknADT0pS3R5CukvVB6TN78+fOxcePGevs3b96MwMBAVcRE1KCnqHaGzcTcRJRVl/EcDSHaqbKyUqk1rMg/9PX0Ibb931IK2XRxRdq3devWITs7W27oS+fOnWFubk5DX9RM1kXzceFjFFbWf5pKiK5QOsk7duwYXnrppXr7BwwYgJ9//lklQRHVczR1hJ2xHarZasTnxPMdDiFaaebMmTh48CDfYWituuvlEdKeyYa+HDt2DKtXr8ZHH32EU6dOISIiAqampnyHp9OsjazR0awjAOCu5C7P0RCiPkp318zJyYGlpWW9/RYWFpBIJCoJiqgewzDwtfPF+dTziMmOQR+HPnyHRIjWKS8vx86dO3Hu3Dn4+vpCIBDIvb9+/XqeItMONMMmIUB1dTWMjIxw584dGvrCEx+RD54UP0GsJBb9nfvzHQ4haqH0k7zOnTvjzJkz9fafPn0aHh4eKgmKqAeNyyOkdWJiYtCrVy/o6ekhLi4OUVFR3Hbnzh2+w9N4sid5D/MforSqlOdoCOGHgYEBXF1dUVNTw3co7ZZsvTzqVUB0mdJJXlBQEJYsWYJly5YhIiICERER+Oqrr/DZZ59h4cKFSgewdetWuLu7w8jICH5+frh8+XKT5SMiIuDn5wcjIyN4eHhg+/bt9cocO3YM3t7eEAqF8Pb2xokTJ+TeDw0NRd++fWFubg57e3uMGzcOCQkJSseubWSLokdnR/McCSHa6eLFi41uFy5c4Ds8jedg6gB7Y3vUsDW4n3uf73AI4c0XX3yB4OBg5Obm8h1Ku8RNvpIdC5ZleY6GEPVQOsn78MMP8d1332H37t0YMmQIhgwZggMHDmDbtm2YNWuWUnUdOXIEgYGBWLp0KaKiojBw4ECMHDkSqampDZZPTk7GqFGjMHDgQERFReHzzz/H/PnzcezYMa7M9evXMWnSJEyZMgXR0dGYMmUKJk6ciBs3bnBlIiIiMG/ePPz1118IDw9HdXU1AgICUFJSouyvQ6t423pDn9FHVmkWMktoHR5CSNujcXmEABs3bsTly5fh7OyMrl27ok+fPnIbUa9uNt2gz+gjpzwHz0qf8R0OIWrBsK24hZGdnQ1jY2OYmZm16PP9+vVDnz59sG3bNm5f9+7dMW7cOISGhtYr/+mnn+LkyZOIj/9n4pA5c+YgOjoa169fBwBMmjQJhYWFOH36NFfmtddeg7W1NQ4dOtToedjb2yMiIgKDBg1SKPbCwkJYWlqioKAAFhYWCn1GE0z8bSLic+Px3eDvEOAWwHc4hDSL7+9aUFAQvv76a5iamiIoKKjJsnyMyeP796OsXbG78P3t7/Ga22v4dvC3fIdDiEJU/T1bvnx5k+tsLlu2rNXHaEva1g4BdD1EtJMy37VWrUbbmgU7KysrERkZic8++0xuf0BAAK5du9bgZ65fv46AAPkv4ogRI7B7925UVVVBIBDg+vXr9bqNjhgxAmFhYY3GUlBQAACwsbFpwZloF187X8TnxiMmO4YaNUIUEBUVhaqqKu7nxtDC6IqhJ3mE1CZ5hF8+Ih/E58YjThJH10NEJ7Uoyfv555/x008/ITU1FZWVlXLv3b59W6E6JBIJampq4ODgILffwcEBmZkNdyXMzMxssHx1dTUkEgmcnJwaLdNYnSzLIigoCC+//DLEYnGj8VZUVKCiooJ7XVionWur+Nr54kjCEZp8hRAFXbx4scGfScv0sO0BBgzSi9ORW54LGyPdv7lGyPM8PDxw8+ZN2Nrayu3Pz89Hnz598OjRI54iaz/EIjF+SvyJbjgRnaX0mLyNGzdi+vTpsLe3R1RUFF544QXY2tri0aNHGDlypNIBPH/3m2XZJu+IN1T++f3K1PnRRx8hJiam0a6cMqGhobC0tOQ2FxeXJstrKtnkK/dy7qGqpornaAghf/75J9544w04OzuDYRj88ssvfIekVuaG5nC3dAdASymQ9uvx48cNzq5ZUVGBJ0+e8BBR+yObfOVuzl3USGmmU6J7lH6St3XrVuzcuRPvvvsu9u/fjyVLlsDDwwNfffWVUrNEiUQi6Ovr13vClpWVVe9JnIyjo2OD5Q0MDLi7YY2VaajOjz/+GCdPnsSff/6Jjh07NhlvcHCw3HicwsJCrUz0XC1cYSm0REFFARLzEtFD1IPvkAjROvfu3WuwJ8OYMWOUrqukpAQ9e/bE9OnT8eabb6oqRI0mFonxqOARYiWxGNRRsXHQhOiCkydPcj//8ccfcusO19TU4Pz583B3d+cjtHbH3dIdJgYmKK0uxaOCR/Cy9uI7JEJUSukneampqRgwYAAAwNjYGEVFRQCAKVOmNPs0rC5DQ0P4+fkhPDxcbn94eDhX//P69+9fr/zZs2fh7+/PLUrcWJm6dbIsi48++gjHjx/HhQsXFGpQhUIhLCws5DZtxDAMLaVASAs9evQIPXv2hFgsxuuvv45x48Zh3LhxGD9+PMaPH9+iOkeOHIlVq1ZhwoQJKo5Wc3HTl1M3KdLOyNoMhmEwdepU7vW4cePwzjvvIDw8HN99951SdTbXG4BlWSxfvhzOzs4wNjbGK6+8grt378qVqaiowMcffwyRSARTU1OMGTNG558o6uvp0xhhotOUTvIcHR2Rk5MDAHB1dcVff/0FoHZ5A2Un6gwKCsKuXbuwZ88exMfHY+HChUhNTcWcOXMA1D49++CDD7jyc+bMQUpKCoKCghAfH489e/Zg9+7dWLx4MVdmwYIFOHv2LNasWYP79+9jzZo1OHfuHAIDA7ky8+bNw4EDB3Dw4EGYm5sjMzMTmZmZKCsrU/bXoZVoUXRCWmbBggVwd3fHs2fPYGJigrt37+LPP/+Ev78/Ll26xHd4WkOW5MVJ4miNKtKuSKVSSKVSdOrUCVlZWdxrqVSKiooKJCQkYPTo0UrVKesNsHnz5gbfX7t2LdavX4/Nmzfj5s2bcHR0xPDhw7mb9AAQGBiIEydO4PDhw7hy5QqKi4sxevRonV+wnZI8otNYJc2YMYNdvnw5y7Isu23bNtbY2JgdNmwYa2VlxX744YfKVsdu2bKFdXV1ZQ0NDdk+ffqwERER3HtTp05lBw8eLFf+0qVLbO/evVlDQ0PWzc2N3bZtW706jx49ynbt2pUVCARst27d2GPHjsm9D6DBbe/evQrHXVBQwAJgCwoKlDpfTXA1/Sor3idmRx4byXcohDRLk75rtra2bHR0NMuyLGthYcHev3+fZVmWPX/+PNurV69W1w+APXHiRJNlysvL2YKCAm5LS0vTmN+PoiqrK9neP/ZmxfvEbGpBKt/hENIsTWqHmvJ8GyKVSllHR0d29erV3L7y8nLW0tKS3b59O8uyLJufn88KBAL28OHDXJn09HRWT0+PPXPmjELH1Zbfz/PCH4ez4n1i9q2Tb/EdCiEKUea7pvSYvJ07d0IqlQKofbJmY2ODK1eu4I033uCewClj7ty5mDt3boPv7du3r96+wYMHNzuD51tvvYW33nqr0ffZdn7n2EfkAwYM0orSaHY7QpRQU1PDrQsqEonw9OlTdO3aFa6urkhISGiTGEJDQ7FixYo2OZa6CPQF6G7THTGSGMRKYuFioX3jmwlpiRs3biA3N1duoroff/wRy5YtQ0lJCcaNG4dNmzZBKBSq5HjJycnIzMyUW35KKBRi8ODBuHbtGmbPno3IyEhUVVXJlXF2doZYLMa1a9cwYsSIevXqyozjsid5D/IeoKy6DMYGxjxHRIjqKN1dU09PDwYG/+SGEydOxMaNGzF//nwYGhqqNDiiHuaG5vCw9AAAxGZTFwVCFCUWixETU9vNuV+/fli7di2uXr2KlStXwsPDo01iCA4ORkFBAbelpaW1yXFVjbpJkfZo+fLlXBsCALGxsZgxYwaGDRuGzz77DL/99htCQ0NVdjzZRHRNLS2VmZkJQ0NDWFtbN1rmeboy47iDiQPsjO1Qw9YgPiee73AIUSmFnuTVbZCa4+vr2+JgSNvxtfNFUkESorOjMdhlMN/hEKIVvvjiC5SWlgIAVq1ahdGjR2PgwIGwtbXFkSNH2iQGoVCosrv8fJIlebSMAmlP7ty5g6+//pp7ffjwYfTr1w8//PADAMDFxQXLli1T+WLpyi5X1VwZXZlxnGEY+Ih8cCHtAmIlsejj0IfvkAhRGYWSvF69eoFhmGa7OTIMo/ODdHWFr50vTjw8gZhsmnyFEEVUVVVh9erV2LFjB4DaxYzv3buH3NxcWFtbN3vB1Jji4mI8fPiQe52cnIw7d+7AxsYGnTp1Uknsmkg2AVR8bjyqpFUQ6Al4jogQ9cvLy5N7qhYREYHXXnuNe923b1+VPp13dHQEUPu0zsnJidtfd2kpR0dHVFZWIi8vT+5pXlZWVqOznevKzSYA8LGrTfLohhPRNQp110xOTsajR4+QnJzc5Pbo0SN1x0tURHaBFSuJpUVACVGAQCBAXFxcvWTOxsamxQkeANy6dQu9e/dG7969AdTOOty7d2989dVXrYpX03Uy7wRzQ3NU1FTgQd4DvsMhpE04ODggOTkZAFBZWYnbt2+jf//+3PtFRUXcklCq4O7uDkdHR7mlpSorKxEREcElcH5+fhAIBHJlMjIyEBcX12iSp0uo6zjRVQo9yXN1dVV3HKSNeVp6couAJhUkoYt1F75DIkTjffDBB9i9ezdWr16tsjpfeeWVdjkZlKyb1LWn1xAniYO3rTffIRGidq+99ho+++wzrFmzBr/88gtMTEwwcOBA7v2YmBh4enoqVWdzvQECAwMREhICLy8veHl5ISQkBCYmJpg8eTIAwNLSEjNmzMCiRYtga2sLGxsbLF68GD4+Phg2bJhqTlyD9bDtAQYM0ovTaTI6olOUnl0TABISErBp0ybEx8eDYRh069YNH3/8Mbp27arq+Iia6Ovpw0fkgxuZNxCTHUNJHiEKqKysxK5duxAeHg5/f3+YmprKvb9+/XqeItNOYpEY155eQ6wkFhO7TuQ7HELUbtWqVZgwYQIGDx4MMzMz7N+/X27Suj179sjNcqmIW7duYciQIdxr2Vi5qVOnYt++fViyZAnKysowd+5c5OXloV+/fjh79izMzc25z2zYsAEGBgaYOHEiysrKMHToUOzbtw/6+vqtPGPNZ25oDndLdzwqeIQ4SRwGdRzEd0iEqITSSd7PP/+Md999F/7+/lwXg7/++gtisRgHDx7E22+/rfIgiXr42vlySd5bXRpfcoIQUisuLg59+tQOzE9MTJR7rzVdNturuouiE9Ie2NnZ4fLlyygoKICZmVm9JOro0aPcMi2Kaq43AMMwWL58eZOTuRgZGWHTpk3YtGmTUsfWFWKRGI8KHiFWEktJHtEZSid5S5YsQXBwMFauXCm3f9myZfj0008pydMisnF5NPkKIYq5ePEi3yHoFNlYmKT8JJRUlcBUYNrMJwjRDZaWlg3ut7GhroJ88BH54GTSSRqXR3SK0uvkZWZm4oMPPqi3//333290PRWimWR30ZMKklBYqZ0LmRLSllJTUxu9Y56amtrG0Wg/kbEITqZOYMHiXs49vsMhhLRTdXsVtMcx0kQ3KZ3kvfLKK7h8+XK9/VeuXJEbPEw0n62xLTqadQRA3aUIUYS7uzuys7Pr7c/JyYG7uzsPEWk/mtmOEMK3LtZdYKhniIKKAqQVqW4JC0L4pHR3zTFjxuDTTz9FZGQkXnzxRQC1Y/KOHj2KFStW4OTJk3JliWbztfPFk+IniMmOwQBn3Z8qmZDWaGxx4OLiYhgZGfEQkfbzEfkgPCWcbjQRQngj0Begm203xGTHIFYSi04WurtGKWk/lE7y5s6dCwDYunUrtm7d2uB7AC2Mri187XxxKvkUjcsjpAmy2eoYhsGXX34JExMT7r2amhrcuHEDvXr14ik67SbrJkVtECGETz4iH8RkxyBOEofXPV7nOxxCWk3pJE8qlaojDsKTnnY9AQAxkphGn1IQ0t5FRUUBqH2SFxsbKzfluaGhIXr27InFixfzFZ5W87b1hh6jh2elz5BVmgV7E3u+QyKEtEOyruMxErrhRHRDi9bJe15+fj6srKxUURVpY12tu0KoL0RBRQFSi1LhakEL3xPyPNmsmtOnT8f3338PCwsLniPSHSYCE3haeeJB3gPESeLwaqdX+Q6JENIO+YpqZxy/n3MfVTVVEOgLeI6IkNZReuKVNWvW4MiRI9zrt99+GzY2NujQoQOio6NVGhxRP4G+AN623gCouxQhjblx4wZOnz6NvXv3cgnejz/+CHd3d9jb2+P//u//UFFRwXOU2ovWyyOE8M3F3AUWhhaolFYiMT+x+Q8QouGUTvJ27NgBFxcXAEB4eDjOnTuHM2fOYOTIkfjkk09UHiBRP9ndq+hsStIJacjy5csRE/PPTZDY2FjMmDEDw4YNw2effYbffvsNoaGhPEao3WiGTUII3xiG+eeGUzbdcCLaT+kkLyMjg0vyfv/9d0ycOBEBAQFYsmQJbt68qfIAifrJFkW/9vQazj4+i4TcBJRWlfIcFSGa486dOxg6dCj3+vDhw+jXrx9++OEHBAUFYePGjfjpp594jFC7yS6s7kruQsrSuG9CCD9oXB7RJUqPybO2tkZaWhpcXFxw5swZrFq1CkDthAQ0m6Z26mnXEwwYpBWlYVHEIm6/g4kDXC1c620dzTpSX3XSruTl5cHBwYF7HRERgddee4173bdvX6Sl0dpKLeVp5QkjfSMUVRUhpTAF7pa05iAhpO3JbnpT13GiC5RO8iZMmIDJkyfDy8sLOTk5GDlyJIDaO92dO3dWeYBE/RxMHRA6MBRX068ipSgFjwseo7CyEM9Kn+FZ6TP8nfm3XHl9Rh/OZs7oZNEJbhZutcmfuStcLV3haOIIfT19ns6EEPVwcHBAcnIyXFxcUFlZidu3b2PFihXc+0VFRRAI6MZHSwn0BOhu2x1RWVGIk8RRkkcI4UUP2x4AgOSCZBRVFsHc0JzniAhpOaWTvA0bNsDNzQ1paWlYu3YtzMzMANR246y7Th7RLq97vC63Lkx+eT5SilKQUlh/K6suQ1pRGtKK0nA1/apcPQI9ATqZd5JLAGU/i4xFtEQD0UqvvfYaPvvsM6xZswa//PILTExMMHDgQO79mJgYeHp68hih9hOLxIjKikJMdgze8HyD73AIIe2QrbEtOph1QHpxOu7l3EM/p358h0RIiymd5AkEggbXgwoMDFRFPERDWBlZwcrIiltHT4ZlWWSXZXMJX2phKh4XPkZKYQrSitJQJa1CUkESkgqS6tVpYmACVwtXuFm4wcPKA52tOsPDygOdzDvBQE8lq3kQoharVq3ChAkTMHjwYJiZmWH//v1ya+Xt2bMHAQEBPEao/WQTQFE3KUIIn8QiMdKL0xEriaUkj2g1ha6sT548iZEjR0IgEODkyZNNlh0zZoxKAiOaiWEY2JvYw97EHn0d+8q9VyOtQUZJhlzil1KUgpSCFDwteYrS6lLE58YjPjde7nMCPQHcLN3gaekJT6t/Nkr+iKaws7PD5cuXUVBQADMzM+jry3dJPnr0KNergbSMbMKD+3n3UVlTCUN9w2Y+QQghqucj8sEfj/9AbDbN9ku0m0JX0OPGjUNmZibs7e0xbty4RssxDEOTr7Rj+nr66GjeER3NO2JAhwFy71XVVCGtOA0pBSlILkxGUn4SkvKT8KjgEcqqy/Ag7wEe5D2Q+4yBngHcLNy4J36drTrD08oTLuYuEOjR+CfS9iwtLRvcb2Nj08aR6J4OZh1gLbRGXkUeEnIT4GPnw3dIhJB2SDbbb6wkFlXSKrreIFpLoSRPKpU2+DMhihLoC+Bh6QEPSw8MwRBuv5SVIqMkA0n5SXiY/7Be8vcw/yEe5j+Uq0uW/Mme+HW26gxPS0+4WFDyR4i2YhgGYpEYl9MvY0v0FvRz7AcnUyc4mjrCydQJImMRTepECFG7bjbdoM/oI7ssG/4H/GFnbAdnM2c4mTrJ/els6gwnMycYGxjzHTIhDaK+cIRXeoweOph1QAezDhjUcRC3v27yVzcBVCb5czF3gZG+EQR6AhjoGUCgJ4BAXyD/Wk9Q733Zz3qM0stIEtIiW7duxbfffouMjAz06NEDYWFhchO7tBd+Dn64nH4ZV9Ov1pvUyYAxgIOpA5f0yRLAuq/NDKnLLCGkdUwEJpjUdRKOJh5FlbSKm2k8ClENlrcWWsPJzIlL+ur+6WzmDAtDC5p0jvCCYVmWVbSwVCrFvn37cPz4cTx+/BgMw8Dd3R1vvfUWpkyZ0q7+ERcWFsLS0hIFBQWwsLDgO5x2o7nkT5X0Gf36CaF+/QRRoC+AqcAUpgJTmAvMYWpoCjOBWe1maCa331xgDlOBKcwMzSDUF6o0Xl2l69+1I0eOYMqUKdi6dSteeukl7NixA7t27cK9e/fQqVOnZj+vS7+f8upynE4+jZTCFGSUZCCzJBMZJRnIKs1CDdv8UABzgTkczeSTQNnPTqZOsDOxo3G+pEV06XvWlJbecNLF34+UlSKnLAdPS54iozgDT0ue4mnxU2SUZHB/llSVNFuPiYFJg08CZX+KjEV0U5koTJnvmsJJHsuyeOONN3Dq1Cn07NkT3bp1A8uyiI+PR2xsLMaMGYNffvlF6WCVbVAiIiIQFBSEu3fvwtnZGUuWLMGcOXPkyhw7dgxffvklkpKS4OnpiW+++Qbjx49v1XGfp4sNmjZrKPnLLMlElbQK1dJqVEmrUFVTJf9a+s/ryppKsFD4fodKCPQEMBP8Lwk0/Cf5q7dPliwamMJQ3xD6evrQZ/RhoGcAA8ZA7jW3/38/y5WV7WP0teqGjK5/1/r164c+ffpg27Zt3L7u3btj3LhxCA0Nbfbzuv77AYBqaTUkZRIu6csoyUBGcYbc68LKwmbr0WP0YGdsxyWAJgKTBr9D+noNf7+UKcv9qacPA8YAeowe977sPT1Gr8mftel7quvaw/esNTec2sPv53ksy6KwslAu6ZP9KUsKc8tzm62HASPX06juDeR6PY4aKGOoZ9jk5+vemJZdC8jaLLnXjeyTfa7utYSsLLVRbU+Z75rCtzT37duHP//8E+fPn8eQIUPk3rtw4QLGjRuHH3/8ER988IHCgR45cgSBgYFyDcrIkSMbbVCSk5MxatQozJo1CwcOHMDVq1cxd+5c2NnZ4c033wQAXL9+HZMmTcLXX3+N8ePH48SJE5g4cSKuXLmCfv36tei4RPM11u1TGTXSmkaTwKYSxIqaCpRWlaKosgglVSUoriqu3SqLuZ9LKktQVFX7vuzOX5W0CnkVeciryFPlr0IhdS80ZRehDSaEsvcaKauvV/u0s15CqcTF8Hvd32vz89cUlZWViIyMxGeffSa3PyAgANeuXeMpKs1joGfAdc3shV4NlimpKmkwCcwszaz9uTQT1dJqrusVstv2HFqiuSSw7vdOn9GHnp4e9KAHPUYPDMPI/8zogUHtn429r4fan2Xlnt8v+yxQe2EqKyv7E8A/++q8VrR83bK1/2+ifN19jZRv6Nh1X9f9uZtNt3ozRrc369evx4wZMzBz5kwAQFhYGP744w9s27ZNoRtO7Q3DMLAUWsJSaIluNt0aLFNeXS6X9D2fDD4rfQYpK0WltBKV0so2PoPWaygprHszmWtvmmp76vzcVNvT0Oeebw/k2h8G3LHrfue5fXXahLr7AMjFUbftqXtMWZsj+6ysjNy+Ou2SrD5Z/XXrq7tvjOcYWAobnuRNWQo/yQsICMCrr75a72JEJiQkBBEREfjjjz8UPriyd7A//fRTnDx5EvHx/0zBP2fOHERHR+P69esAgEmTJqGwsBCnT5/myrz22muwtrbGoUOHWnTchrTHu1ZENaSslEv25BLD/yWFTe2XJZk1bA1qpDWoYWtQLa1GtbSa21fNVnN/SlnNnihJn9HHnQ/uNFlGl79rT58+RYcOHXD16lUMGPDPjLQhISHYv38/EhIS6n2moqICFRUV3OvCwkK4uLjo5O9HlWRdr2RJYGZJJiprKv/5vvzvO/T8d6nu6xq29kaQ7Ge5MrLv43Ovq6RVkLLSfz7D1kDKSrl6Nf072l681/09fPZCw9c3gG63Q0DtDScTExMcPXpUrufTggULcOfOHURERMiVp3ZINaql1civyOduJHNbc68bKfP8jejny8iuF2RblbRKrs3i3mOr65Vv695O7dVv436Dm6Vbo++r5UleTEwM1q5d2+j7I0eOxMaNGxWtrkV3sK9fv15vweERI0Zg9+7dqKqqgkAgwPXr17Fw4cJ6ZcLCwlp8XKDhBo2QltBj9GBuaA5zQ3M4mjqq9VhSVtpsQvj8BWqjF7z/a/jl6nrudZNlZe/XKUtqPd/lhWXZRrvBhIaGYsWKFW0Rlk7RY/RgZ2IHOxM7+Nr58h0Oh2XZBhO/amk19/2V/VzNVkMqlXLfo7qJo+xnFixYloWUlYJF7Z9SVlq7D3V+ZqWQos7PCpSXe/9/F3wsy3LHlP2v9g1wr+uWqX3ruZ9rC9erp+496OfrqXf8Oq+bKv/8Z2Q/e9t6q/cvWsNJJBLU1NTAwcFBbr+DgwMyMzPrlad2SDUM9AwgMhbxHYZC6v73XC4BZKvrJY/PtxUKtyv/e1/uz+fqke2TXUPU/T7LbprJ9j3/usF9/ztW3TZLdhwADZepE59cmQbaRu54zZSRtYOmAlOV/Z0pnOTl5ubW+/LX5eDggLw8xbudKdugAEBmZmaD5aurqyGRSODk5NRoGVmdLTkuQA0a0U6y7hG0tIRmEolE0NfXr9f2ZGVlNdreBgcHIygoiHstu4NOtBPDMDBgav9TTAvAE74pesOJ2qH2R19PH/rQp3ZKiyg8nU9NTQ0MDBrPCfX19VFdXa10AMrcwW6s/PP7FalT2eMGBwejoKCA29LS0hotSwghijA0NISfnx/Cw8Pl9oeHh8t136xLKBTCwsJCbiOEkNZQ9oYTtUOEaD6Fn+SxLItp06ZBKGx42ve6XRkV0ZI72I6Ojg2WNzAwgK2tbZNlZHW25LhAbYPW2LkTQkhLBQUFYcqUKfD390f//v2xc+dOpKam1ps1mBBC1KXuDae6Y/LCw8MxduxYHiMjhLSUwk/ypk6dCnt7e1haWja42dvbKzWzZkvuYPfv379e+bNnz8Lf3x8CgaDJMrI6W3JcQghRl0mTJiEsLAwrV65Er1698Oeff+LUqVNwdXXlOzRCSDsSFBSEXbt2Yc+ePYiPj8fChQvphhMhWkzhJ3l79+5V+cGbu4MdHByM9PR0/PjjjwBqZ9LcvHkzgoKCMGvWLFy/fh27d+/mZs0EameCGjRoENasWYOxY8fi119/xblz53DlyhWFj0sIIW1p7ty5mDt3Lt9hEELasUmTJiEnJwcrV65ERkYGxGIx3XAiRIspnOSpQ3MNSkZGBlJTU7ny7u7uOHXqFBYuXIgtW7bA2dkZGzdu5NbIA4ABAwbg8OHD+OKLL/Dll1/C09MTR44c4dbIU+S4hBBCCCHtDd1wIkR3KLxOHpGn62vmEKIp6LvWNPr9EKJ+9D1rGv1+CGkbynzXFB6TRwghhBBCCCFE8/HaXVObyR6A0qLohKiX7DtGnQ4aRm0RIepH7VDTqB0ipG0o0xZRktdCRUVFAECLfxLSRoqKimBpacl3GBqH2iJC2g61Qw2jdoiQtqVIW0Rj8lpIKpXi6dOnMDc3b3IRdW1RWFgIFxcXpKWl6UR/el07H0D3zknR82FZFkVFRXB2doaeHvUwfx61RZqNzkfzKXJO1A41jdohzaZr5wPo3jmp45qInuS1kJ6eHjp27Mh3GCpnYWGhE18WGV07H0D3zkmR86E7542jtkg70PlovubOidqhxlE7pB107XwA3TsnVV4T0e0oQgghhBBCCNEhlOQRQgghhBBCiA6hJI8AAIRCIZYtWwahUMh3KCqha+cD6N456dr5ENXQtX8XdD6aTxfPibSOrv2b0LXzAXTvnNRxPjTxCiGEEEIIIYToEHqSRwghhBBCCCE6hJI8QgghhBBCCNEhlOQRQgghhBBCiA6hJK+d+fPPP/HGG2/A2dkZDMPgl19+kXufZVksX74czs7OMDY2xiuvvIK7d+/yE2wzQkND0bdvX5ibm8Pe3h7jxo1DQkKCXBltOh8A2LZtG3x9fbl1Uvr374/Tp09z72vb+TwvNDQUDMMgMDCQ26ft50SUp0vtEKB7bRG1Q9p3TqRlqC3S7HOitqh150RJXjtTUlKCnj17YvPmzQ2+v3btWqxfvx6bN2/GzZs34ejoiOHDh6OoqKiNI21eREQE5s2bh7/++gvh4eGorq5GQEAASkpKuDLadD4A0LFjR6xevRq3bt3CrVu38Oqrr2Ls2LHcF1zbzqeumzdvYufOnfD19ZXbr83nRFpGl9ohQPfaImqHtOucSMtRW6TZ50RtUSvPiSXtFgD2xIkT3GupVMo6Ojqyq1ev5vaVl5ezlpaW7Pbt23mIUDlZWVksADYiIoJlWe0/Hxlra2t2165dWn0+RUVFrJeXFxseHs4OHjyYXbBgAcuyuvN3RFpO19ohltXNtojaIaLrqC3SjnOitkhx9CSPcJKTk5GZmYmAgABun1AoxODBg3Ht2jUeI1NMQUEBAMDGxgaA9p9PTU0NDh8+jJKSEvTv31+rz2fevHl4/fXXMWzYMLn92nxORD104d+ELrVF1A5p9jkR9dGFfxfUFmmmtmqLDFodKdEZmZmZAAAHBwe5/Q4ODkhJSeEjJIWxLIugoCC8/PLLEIvFALT3fGJjY9G/f3+Ul5fDzMwMJ06cgLe3N/cF17bzOXz4MG7fvo2bN2/We09b/46I+mj7vwldaYuoHdL8cyLqpe3/Lqgt0kxt2RZRkkfqYRhG7jXLsvX2aZqPPvoIMTExuHLlSr33tO18unbtijt37iA/Px/Hjh3D1KlTERERwb2vTeeTlpaGBQsW4OzZszAyMmq0nDadE2kb2vpvQlfaImqHNPucSNvR1n8X1BZpnrZui6i7JuE4OjoC+OdOgkxWVla9uwqa5OOPP8bJkydx8eJFdOzYkduvredjaGiIzp07w9/fH6GhoejZsye+//57rTyfyMhIZGVlwc/PDwYGBjAwMEBERAQ2btwIAwMDLm5tOieiXtr471xGl9oiaoc0+5yI+mnjv3UZaos081zaui2iJI9w3N3d4ejoiPDwcG5fZWUlIiIiMGDAAB4jaxjLsvjoo49w/PhxXLhwAe7u7nLva9v5NIZlWVRUVGjl+QwdOhSxsbG4c+cOt/n7++O9997DnTt34OHhoXXnRNRLG/+dt4e2iNoh0t5o4791aos0+1zavC1qwaQwRIsVFRWxUVFRbFRUFAuAXb9+PRsVFcWmpKSwLMuyq1evZi0tLdnjx4+zsbGx7Lvvvss6OTmxhYWFPEde37/+9S/W0tKSvXTpEpuRkcFtpaWlXBltOh+WZdng4GD2zz//ZJOTk9mYmBj2888/Z/X09NizZ8+yLKt959OQujNJsaxunBNRji61Qyyre20RtUPaeU5EedQWafY5UVvUunOiJK+duXjxIgug3jZ16lSWZWunb122bBnr6OjICoVCdtCgQWxsbCy/QTeiofMAwO7du5cro03nw7Is++GHH7Kurq6soaEha2dnxw4dOpRrzFhW+86nIc83aLpwTkQ5utQOsazutUXUDmnnORHlUVuk2edEbVHrzolhWZZV/vkfIYQQQgghhBBNRGPyCCGEEEIIIUSHUJJHCCGEEEIIITqEkjxCCCGEEEII0SGU5BFCCCGEEEKIDqEkjxBCCCGEEEJ0CCV5hBBCCCGEEKJDKMkjhBBCCCGEEB1CSR4hhBBCCCGE6BBK8nTc48ePwTAM7ty5w3conPv37+PFF1+EkZERevXq1aI6Ll26BIZhkJ+fr9LYSPOWL1/e7N/btGnTMG7cuDaJh2gHaouIqlFbRJRF7RBRNU1uhyjJU7Np06aBYRisXr1abv8vv/wChmF4iopfy5Ytg6mpKRISEnD+/Hm+w1E7TfyPSmssXry4Xfy96Rpqi+qjtki7UVukfagdqo/aIe2mye0QJXltwMjICGvWrEFeXh7foahMZWVliz+blJSEl19+Ga6urrC1tVVhVERZLfl7NDMzo783LUVtkTxqizQHtUXtB7VD8qgd0hy61g5RktcGhg0bBkdHR4SGhjZapqHHvWFhYXBzc+Neyx73hoSEwMHBAVZWVlixYgWqq6vxySefwMbGBh07dsSePXvq1X///n0MGDAARkZG6NGjBy5duiT3/r179zBq1CiYmZnBwcEBU6ZMgUQi4d5/5ZVX8NFHHyEoKAgikQjDhw9v8DykUilWrlyJjh07QigUolevXjhz5gz3PsMwiIyMxMqVK8EwDJYvX95gPSzLYu3atfDw8ICxsTF69uyJn3/+udHfHwBcu3YNgwYNgrGxMVxcXDB//nyUlJRw77u5uWHVqlX44IMPYGZmBldXV/z666/Izs7G2LFjYWZmBh8fH9y6dUvpekNCQvDhhx/C3NwcnTp1ws6dO7n33d3dAQC9e/cGwzB45ZVXANR2r3jhhRdgamoKKysrvPTSS0hJSWnw3GR3vg4fPtwmf49Nxfb8v9WamhoEBQXBysoKtra2WLJkCViWlauvJX+fRPWoLaK2CKC2iNoiflE7RO0QQO1Qm7RDLFGrqVOnsmPHjmWPHz/OGhkZsWlpaSzLsuyJEyfYur/+ZcuWsT179pT77IYNG1hXV1e5uszNzdl58+ax9+/fZ3fv3s0CYEeMGMF+8803bGJiIvv111+zAoGATU1NZVmWZZOTk1kAbMeOHdmff/6ZvXfvHjtz5kzW3NyclUgkLMuy7NOnT1mRSMQGBwez8fHx7O3bt9nhw4ezQ4YM4Y49ePBg1szMjP3kk0/Y+/fvs/Hx8Q2e7/r161kLCwv20KFD7P3799klS5awAoGATUxMZFmWZTMyMtgePXqwixYtYjMyMtiioqIG6/n888/Zbt26sWfOnGGTkpLYvXv3skKhkL106RLLsix78eJFFgCbl5fHsizLxsTEsGZmZuyGDRvYxMRE9urVq2zv3r3ZadOmcXW6urqyNjY27Pbt29nExET2X//6F2tubs6+9tpr7E8//cQmJCSw48aNY7t3785KpVKl692yZQv74MEDNjQ0lNXT0+N+R3///TcLgD137hybkZHB5uTksFVVVaylpSW7ePFi9uHDh+y9e/fYffv2sSkpKQ3+Ptry77G52J7/t7pmzRrW0tKSi2vGjBmsubk5O3bsWIX/Pon6UVtEbRG1RdQW8Y3aIWqHqB1qu3aIkjw1kzVoLMuyL774Ivvhhx+yLNvyBs3V1ZWtqanh9nXt2pUdOHAg97q6upo1NTVlDx06xLLsP1+E1atXc2WqqqrY/2/vXkKb2OIwgH+J0fqqBR9tE0UUtBBtmiZUMRSriJqViAhC8UGo0EJTEyQVrRhdFDHjUoniSrpQ6ELEihjqQqRqpBBSF2JrjfUBRisqFUHxkXMXvRk7zWOS3CRewvdbJWdmzvzTM/PB6Uwmy5YtE5IkCSGE8Hq9Yvv27Yp9v3nzRgAQIyMjQojJE6G+vl718xoMBnH69GlF27p160R7e7v83mw2i1OnTqXs4+vXr2L27Nni4cOHivaDBw+K5uZmIURioO3fv1+0trYq1h8YGBBarVZ8+/ZNCDEZPPv27ZOXR6NRAUB4vV65LRgMCgAiGo3m3G8sFhOVlZXi4sWLQog/YxAOh+V1Pn78KABkfEIXcxzVapt+rOr1+qR1xY/7TMaTCo9ZxCxiFjGL/jbmEHOIOVS8HNLl+cIgpSFJErZs2QKPx5NzH2vXroVW++cu26qqKtTW1srvZ8yYgUWLFmF8fFyxnc1mk1/rdDo0NDTg6dOnAIBQKIS7d+9i/vz5CfuLRCKoqakBADQ0NKSt7cuXL3j79i0aGxsV7Y2NjXj8+HGGn3Dy8vr3798TLpv/+PEDFosl6TahUAjPnz/HlStX5DYhBGKxGMbGxmA0GgEAdXV18vKqqioAgMlkSmgbHx9HdXV1Tv1qNBpUV1cnjMFUCxcuhMPhgN1ux7Zt27B161bs2bMHer0+7d+mGOOYTW0TExOIRqNJ6xL/3p6Qy3hSYTGLMsMsSo1ZRP8VcygzzKHUmEPpcZJXRE1NTbDb7Th+/DgcDodimVarTbhn9+fPnwl9zJw5U/Feo9EkbYvFYqr1xJ9kFYvFsGPHDkiSlLDO1IN43rx5qn1O7TdOCJHVU7Pitd+6dQtLly5VLCsrK0u5TVtbG1wuV8Ky5cuXy6+n/q3iNSVri9eQS7/xftTG4PLly3C5XAgEAujt7cWJEydw584dbNiwIe120xViHPNVW7wuILvxpMJiFmWGWcQsosJhDmWGOcQcyhUneUXm8/lQX18v/wchbsmSJXj37p3i5M/n42UfPXqEpqYmAMCvX78QCoXQ0dEBALBarbh27RpWrFgBnS73Q2LBggUwGAy4f/++vC9g8ku669evz7ifNWvWoKysDK9fv8amTZsy2sZqteLJkydYtWpV1nUXut9Zs2YBmPwy7nQWiwUWiwVdXV2w2Wy4evVq2tAoxjhmU1tFRQX0en3SuqxWK4DcxpMKj1mkjlnELKLCYg6pYw4xh3LFp2sWmclkwt69e3H+/HlF++bNm/HhwwecPXsWkUgEfr8ft2/fztt+/X4/rl+/juHhYTidTnz+/BktLS0AAKfTiU+fPqG5uRmDg4N48eIF+vv70dLSkvQkTOfIkSOQJAm9vb0YGRnBsWPHMDQ0BLfbnXEf5eXl6OzsxOHDh9HT04NIJIJwOAy/34+enp6k2xw9ehTBYBBOpxNDQ0MYHR1FX18fDh06lFX9hei3srISc+bMQSAQwPv37zExMYGxsTF0dXUhGAzi1atX6O/vx7Nnz+RbHVIpxjhmW5vb7YbP55Pram9vV/wgay7jSYXHLFLHLEqNWUT5wBxSxxxKjTmUHid5f0F3d3fCbQhGoxEXLlyA3++H2WzG4OAgOjs787ZPn88HSZJgNpsxMDCAGzduYPHixQAAg8GABw8e4Pfv37Db7aitrYXb7UZFRYXiXvdMuFwueDweeDwemEwmBAIB9PX1YfXq1Vn1093djZMnT+LMmTMwGo2w2+24efOm/Ojd6erq6nDv3j2Mjo5i48aNsFgs8Hq9qvdzq8lHvzqdDufOncOlS5dgMBiwc+dOzJ07F8PDw9i9ezdqamrQ2tqKjo4OtLW1pe2rGOOYbW0ejwcHDhyAw+GAzWZDeXk5du3apVgn2/Gk4mAWqWMWJccsonxhDqljDiXHHEpPI6afWUT0v/Py5UusXLkS4XA44beDiIiKhVlERH8bcygzvJJHRERERERUQjjJIyIiIiIiKiG8XZOIiIiIiKiE8EoeERERERFRCeEkj4iIiIiIqIRwkkdERERERFRCOMkjIiIiIiIqIZzkERERERERlRBO8oiIiIiIiEoIJ3lEREREREQlhJM8IiIiIiKiEsJJHhERERERUQn5B1aESHtqiMKUAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "all_test_hete.plot_errors()" + ] + }, + { + "cell_type": "markdown", + "id": "7cd16e82-f70c-467a-bc1b-3865e48e57e8", + "metadata": {}, + "source": [ + "#### 2.2. Incompressible material\n", + "\n", + "Considering the material's incompressibility, we changed the Poisson's ratio from 0.2 to 0.499, while keeping the Young's modulus and boundary conditions unchanged." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ee6d931a-f1eb-45b2-93f2-33db298ead91", + "metadata": {}, + "outputs": [], + "source": [ + "output_prefix = \"simple_test_hete_incompress\"\n", + "\n", + "all_test_hete_incompress = AllTest(out_dir, output_prefix, poisson_ratio=0.499)" + ] + }, + { + "cell_type": "markdown", + "id": "47959e53-e123-40cf-8ce7-19e507ca6f63", + "metadata": {}, + "source": [ + "#### 2.2.1. Contour plot of the result of incompressible material\n", + "\n", + "The stress and displacement results obtained from this test using the finest mesh are shown in the following figures.\n", + "\n", + "We can see that without using the B-bar method, the stress distribution exhibits strong numerical artifacts at the two lower corners of the domain, while the displacement is highly underestimated." + ] + }, + { + "cell_type": "code", + "execution_count": 245, + "id": "3e2dbf0c-84d5-4a85-8c53-e711acb70ea0", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "all_test_hete_incompress.contour_plot_all(\"Results of the heterogeneous problem\")" + ] + }, + { + "cell_type": "markdown", + "id": "e340b322-dc1d-486c-96c6-bf633da5bb35", + "metadata": {}, + "source": [ + "#### 2.2.2. Variable variation with mesh refinement level\n", + "\n", + "The following three figures show the variations in vertical displacement, vertical strain, and vertical stress at the domain center as the mesh refinement level increases. These figures demonstrate that the B-bar method provides the exact stress solution, and also delivers accurate displacement and strain results even with a relatively coarse mesh. In contrast, the standard method underestimates displacement and strain, and it fails to provide a correct stress result at almost any mesh refinement level." + ] + }, + { + "cell_type": "code", + "execution_count": 246, + "id": "21ddee4c-3fe2-4f3b-8a25-6671107b46b9", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "all_test_hete_incompress.plot_solutions() # run this to see figures" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c6755c4b-2c72-40ed-b0c1-e7b1e94cc58d", + "metadata": {}, + "outputs": [], + "source": [ + "expected_u_diffs_hete = np.array(\n", + " [\n", + " 1.50137352e-04,\n", + " 1.27562998e-05,\n", + " 8.09392747e-06,\n", + " 5.25915838e-06,\n", + " 4.17237417e-06,\n", + " 3.17767882e-06,\n", + " 2.23063182e-06,\n", + " ]\n", + ")\n", + "\n", + "expected_eps_diffs_hete = np.array(\n", + " [\n", + " 1.74274160e-04,\n", + " 7.85738732e-06,\n", + " 1.06605607e-05,\n", + " 6.43779986e-06,\n", + " 6.47798969e-06,\n", + " 4.65601719e-06,\n", + " 3.56212669e-06,\n", + " ]\n", + ")\n", + "\n", + "expected_sigma_diffs_hete = np.array(\n", + " [\n", + " 22405506.38102712,\n", + " 4294228.47182196,\n", + " 790313.72457601,\n", + " 1408200.09778569,\n", + " 449367.67353797,\n", + " 671266.75303949,\n", + " 388173.41044101,\n", + " ]\n", + ")\n", + "\n", + "all_test_hete_incompress.assert_errors(\n", + " expected_u_diffs_hete, expected_eps_diffs_hete, expected_sigma_diffs_hete\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "d17a8257-5989-48c5-8104-3d0e87e39971", + "metadata": {}, + "source": [ + "## Conclusions\n", + "In the FEM analysis of small deformation problems,\n", + "\n", + "* The B-bar method can significantly alleviate volumetric locking in incompressible materials with a high-quality mesh.\n", + "* When applied to problems with compressible materials, the B-bar method can still give accurate solutions with a fine mesh.\n", + "* Only the B-bar method provides the correct solution when the material is highly incompressible and there is volumetric locking." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "15557d90-a14e-4070-8a92-6074bf6ea339", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + 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+ + diff --git a/Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/quad_edge_div_25.vtu b/Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/quad_edge_div_25.vtu new file mode 100644 index 00000000000..4abdc12f2a2 --- /dev/null +++ b/Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/quad_edge_div_25.vtu @@ -0,0 +1,23 @@ + + + + + + + + + + + + + + + + + + + + + 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+ + diff --git a/Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/quad_edge_div_30.vtu b/Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/quad_edge_div_30.vtu new file mode 100644 index 00000000000..a9619897df5 --- /dev/null +++ b/Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/quad_edge_div_30.vtu @@ -0,0 +1,23 @@ + + + + + + + + + + + + + + + + + + + + + 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+ + diff --git a/Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/quad_edge_div_40.vtu b/Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/quad_edge_div_40.vtu new file mode 100644 index 00000000000..267ad2a9c27 --- /dev/null +++ b/Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/quad_edge_div_40.vtu @@ -0,0 +1,23 @@ + + + + + + + + + + + + + + + + + + + + + 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+ + diff --git a/Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/simple_b_bar_test.prj b/Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/simple_b_bar_test.prj new file mode 100644 index 00000000000..52a9a653785 --- /dev/null +++ b/Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/simple_b_bar_test.prj @@ -0,0 +1,168 @@ + + + quad_edge_div_2.vtu + quad.gml + + fixed + 1e-5 + + + + SD + SMALL_DEFORMATION + 3 + true + + LinearElasticIsotropic + E + nu + + 0 0 + + displacement + + + + + + + + + + + basic_newton + + PerComponentDeltaX + NORM2 + 1.0e-9 1.0e-9 + + + BackwardEuler + + + FixedTimeStepping + 0.0 + 1 + + + 1 + 1 + + + + + + + VTK + simple_b_bar_test + + + 1 + 1 + + + + displacement + epsilon + sigma + + _ts_{:timestep}_t_{:time} + + + + + + + Solid + + + density + Parameter + rho + + + + + + + + + E + Constant + 1.0E+10 + + + nu + Constant + 0.2 + + + rho + Constant + 0.0 + + + zero + Constant + 0.0 + + + u0 + Constant + 0 0 + + + load + Constant + -10e+6 + + + + + displacement + 2 + 2 + u0 + + + geometry + bottom + Dirichlet + 0 + zero + + + geometry + bottom + Dirichlet + 1 + zero + + + geometry + top + Neumann + 1 + load + + + + + + + basic_newton + Newton + 10 + general_linear_solver + + + + + general_linear_solver + + SparseLU + true + + + + From 44c94d3fb128098406226402169580752c6ba765 Mon Sep 17 00:00:00 2001 From: Wenqing Wang Date: Wed, 16 Oct 2024 17:26:33 +0200 Subject: [PATCH 3/4] [JN/Bbar] Converted Jupyter Notebook to paired Python script --- .../CooksMembrane/CooksMembraneBbar.py | 275 ++++++++ .../evaluating_bbbar_with_simple_examples.py | 647 ++++++++++++++++++ 2 files changed, 922 insertions(+) create mode 100644 Tests/Data/Mechanics/CooksMembrane/CooksMembraneBbar.py create mode 100644 Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/evaluating_bbbar_with_simple_examples.py diff --git a/Tests/Data/Mechanics/CooksMembrane/CooksMembraneBbar.py b/Tests/Data/Mechanics/CooksMembrane/CooksMembraneBbar.py new file mode 100644 index 00000000000..9114c2317a0 --- /dev/null +++ b/Tests/Data/Mechanics/CooksMembrane/CooksMembraneBbar.py @@ -0,0 +1,275 @@ +# --- +# jupyter: +# jupytext: +# text_representation: +# extension: .py +# format_name: percent +# format_version: '1.3' +# jupytext_version: 1.16.2 +# kernelspec: +# display_name: Python 3 (ipykernel) +# language: python +# name: python3 +# --- + +# %% [raw] +# +++ +# title = "Cook's membrane example" +# date = "2024-06-11" +# author = "Wenqing Wang" +# image = "figures/cooks_membrane.png" +# web_subsection = "small-deformations" +# weight = 3 +# +++ + +# %% [markdown] +# $$ +# \newcommand{\B}{\text{B}} +# \newcommand{\F}{\text{F}} +# \newcommand{\I}{\mathbf I} +# \newcommand{\intD}[1]{\int_{\Omega_e}#1\mathrm{d}\Omega} +# $$ +# +# # Cook's membrane example for nearly icompressible solid +# +# ## B bar method +# Considering a strain decomposition: $\mathbf\epsilon = \underbrace{\mathbf\epsilon- \frac{1}{3}(\epsilon:\mathbf I)}_{\text{deviatoric}}\I + \underbrace{\frac{1}{3}(\epsilon:\mathbf I)}_{\text{dilatational}} \I$. +# The idea of the B bar method is to use another quadrature rule to interpolate the dilatational part, which leads to a modified B matrix [1]: +# $$ +# \bar\B = \underbrace{\B - \B^{\text{dil}}}_{\text{original B elements}}+ \underbrace{{\bar\B}^{\text{dil}}}_{\text{by another quadrature rule} } +# $$ +# There are several methods to form ${\bar\B}^{\text{dil}}$ such as selective integration, generalization of the mean-dilatation formulation. In the current OGS, we use the latter, which reads +# $$ +# {\bar\B}^{\text{dil}} = \frac{\intD{\B^{\text{dil}}(\xi)}}{\intD{}} +# $$ +# +# ## Example +# To verify the implementation of the B bar method, the so called Cook's membrane is used as a benchmark. +# Illustrated in the following figure, this example simulates a tapered +# and swept panel of unit thickness. The left edge is clamped and the right edge is applied with a distributed shearing load $F$ = 100 N/mm. The plane strain condition is considered. This numerical model is exactly the same as that is presented in the paper by T. Elguedj et al [1,2]. +# +# Cook's membrane +# +# ## Reference +# +# [1] T.J.R. Hughes (1980). Generalization of selective integration procedures to anisotropic and nonlinear media. International Journal for Numerical Methods in Engineering, 15(9), 1413-1418. +# +# [2] T. Elguedj, Y. Bazilevs, V.M. Calo, T.J.R. Hughes (2008), +# $\bar\B$ and $\bar\F$ projection methods for nearly incompressible linear and non-linear elasticity and plasticity using higher-order NURBS elements, Computer Methods in Applied Mechanics and Engineering, 197(33--40), 2732-2762. +# + +# %% +import os +import xml.etree.ElementTree as ET +from pathlib import Path + +import matplotlib.pyplot as plt +import matplotlib.tri as tri +import numpy as np +import pyvista as pv +import vtuIO +from ogs6py.ogs import OGS + +out_dir = Path(os.environ.get("OGS_TESTRUNNER_OUT_DIR", "_out")) +if not out_dir.exists(): + out_dir.mkdir(parents=True) + + +# %% +def get_last_vtu_file_name(pvd_file_name): + tree = ET.parse(Path(out_dir) / pvd_file_name) + root = tree.getroot() + # Get the last DataSet tag + last_dataset = root.findall(".//DataSet")[-1] + + # Get the 'file' attribute of the last DataSet tag + file_attribute = last_dataset.attrib["file"] + return f"{out_dir}/" + file_attribute + + +def get_top_uy(pvd_file_name): + top_point = (48.0e-3, 60.0e-3, 0) + file_name = get_last_vtu_file_name(pvd_file_name) + mesh = pv.read(file_name) + p_id = mesh.find_closest_point(top_point) + u = mesh.point_data["displacement"][p_id] + return u[1] + + +# %% +def run_single_test(mesh_name, output_prefix, use_bbar="false"): + model = OGS(INPUT_FILE="CooksMembrane.prj", PROJECT_FILE=f"{out_dir}/modified.prj") + model.replace_text(mesh_name, xpath="./mesh") + model.replace_text(use_bbar, xpath="./processes/process/use_b_bar") + model.replace_text(output_prefix, xpath="./time_loop/output/prefix") + model.replace_text( + "BiCGSTAB", xpath="./linear_solvers/linear_solver/eigen/solver_type" + ) + model.replace_text("ILUT", xpath="./linear_solvers/linear_solver/eigen/precon_type") + vtu_file_name = output_prefix + "_ts_1_t_1.000000.vtu" + model.replace_text(vtu_file_name, xpath="./test_definition/vtkdiff[1]/file") + model.replace_text(vtu_file_name, xpath="./test_definition/vtkdiff[2]/file") + model.replace_text(vtu_file_name, xpath="./test_definition/vtkdiff[3]/file") + + model.write_input() + + # Run OGS + model.run_model(logfile=f"{out_dir}/out.txt", args=f"-o {out_dir} -m .") + + # Get uy at the top + return get_top_uy(output_prefix + ".pvd") + + +# %% +mesh_names = [ + "mesh.vtu", + "mesh_n10.vtu", + "mesh_n15.vtu", + "mesh_n20.vtu", + "mesh_n25.vtu", + "mesh_n30.vtu", +] +output_prefices_non_bbar = [ + "cooks_membrane_sd_edge_div_4_non_bbar", + "cooks_membrane_sd_refined_mesh_10_non_bbar", + "cooks_membrane_sd_refined_mesh_15_non_bbar", + "cooks_membrane_sd_refined_mesh_20_non_bbar", + "cooks_membrane_sd_refined_mesh_25_non_bbar", + "cooks_membrane_sd_refined_mesh_30_non_bbar", +] + +uys_at_top_non_bbar = [] +for mesh_name, output_prefix in zip(mesh_names, output_prefices_non_bbar): + uy_at_top = run_single_test(mesh_name, output_prefix) + uys_at_top_non_bbar.append(uy_at_top) + +expected_uys_at_top_non_bbar = np.array( + [ + 0.002164586784123102, + 0.0022603329644579383, + 0.002375295856067169, + 0.002519725590136146, + 0.0026515294133790837, + 0.002868289617025223, + ] +) +np.testing.assert_allclose( + actual=uys_at_top_non_bbar, desired=expected_uys_at_top_non_bbar, atol=1e-10 +) + +# %% +output_prefices = [ + "cooks_membrane_sd_edge_div_4", + "cooks_membrane_sd_refined_mesh_10", + "cooks_membrane_sd_refined_mesh_15", + "cooks_membrane_sd_refined_mesh_20", + "cooks_membrane_sd_refined_mesh_25", + "cooks_membrane_sd_refined_mesh_30", +] + +uys_at_top_bbar = [] +for mesh_name, output_prefix in zip(mesh_names, output_prefices): + uy_at_top = run_single_test(mesh_name, output_prefix, "true") + uys_at_top_bbar.append(uy_at_top) + +expected_uys_at_top_bbar = np.array( + [ + 0.0069574713856979, + 0.007772616910217863, + 0.007897597955618913, + 0.007951479575082158, + 0.007976349858390623, + 0.007999718483861992, + ] +) + +np.testing.assert_allclose( + actual=uys_at_top_bbar, desired=expected_uys_at_top_bbar, atol=2e-4 +) + +# %% +ne = [4, 10, 15, 20, 25, 30] + + +def plot_data(ne, u_y_bbar, uy_non_bbar, file_name=""): + # Plotting + plt.rcParams["figure.figsize"] = [5, 5] + + if len(u_y_bbar) != 0: + plt.plot( + ne, np.array(u_y_bbar) * 1e3, marker="o", linestyle="dashed", label="B bar" + ) + if len(uy_non_bbar) != 0: + plt.plot( + ne, + np.array(uy_non_bbar) * 1e3, + marker="x", + linestyle="dashed", + label="non B bar", + ) + + plt.xlabel("Number of elements per side") + plt.ylabel("Top right corner displacement /mm") + plt.legend() + + plt.tight_layout() + if file_name != "": + plt.savefig(file_name) + plt.show() + + +# %% [markdown] +# ## Result +# +# ### Vertical diplacement at the top point +# +# The following figure shows that the convergence of the solutions obtained by using the B bar method follows the one presented in the paper by T. Elguedj et al [1]. However, the results obtained without the B bar method are quit far from the converged solution with the finest mesh. + +# %% +plot_data(ne, uys_at_top_bbar, uys_at_top_non_bbar, "b_bar_linear.png") + +# %% [markdown] +# ### Contour plot + +# %% +nedges = ["4", "10", "15", "20", "25", "30"] + + +def contour_plot(pvd_file_name, title): + file_name = get_last_vtu_file_name(pvd_file_name) + m_plot = vtuIO.VTUIO(file_name, dim=2) + triang = tri.Triangulation(m_plot.points[:, 0], m_plot.points[:, 1]) + triang = tri.Triangulation(m_plot.points[:, 0], m_plot.points[:, 1]) + s_plot = m_plot.get_point_field("sigma") + s_trace = s_plot[:, 0] + s_plot[:, 1] + s_plot[:, 2] + u_plot = m_plot.get_point_field("displacement") + + fig, ax = plt.subplots(ncols=2, figsize=(8, 3)) + ax[0].set_title(title, loc="left", y=1.12) + plt.subplots_adjust(wspace=0.5) + + contour_stress = ax[0].tricontourf(triang, s_trace, cmap="viridis") + contour_displacement = ax[1].tricontourf(triang, u_plot[:, 1], cmap="gist_rainbow") + fig.colorbar(contour_stress, ax=ax[0], label="Stress trace / MPa") + fig.colorbar(contour_displacement, ax=ax[1], label="Dispplacement / m") + fig.tight_layout() + plt.savefig(pvd_file_name + ".png") + plt.show() + + +# %% [markdown] +# #### Results obtained without the B bar method: + +# %% +for nedge, output_prefix in zip(nedges, output_prefices_non_bbar): + contour_plot(output_prefix + ".pvd", "Number of elements per side: " + nedge) + +# %% [markdown] +# #### Results obtained with the B bar method: + +# %% +for nedge, output_prefix in zip(nedges, output_prefices): + contour_plot(output_prefix + ".pvd", "Number of elements per side: " + nedge) + +# %% [markdown] +# The contour plots show that even with the coarsest mesh, the B bar method still gives reasonable stress result. diff --git a/Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/evaluating_bbbar_with_simple_examples.py b/Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/evaluating_bbbar_with_simple_examples.py new file mode 100644 index 00000000000..d3b5fc8c171 --- /dev/null +++ b/Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/evaluating_bbbar_with_simple_examples.py @@ -0,0 +1,647 @@ +# --- +# jupyter: +# jupytext: +# text_representation: +# extension: .py +# format_name: percent +# format_version: '1.3' +# jupytext_version: 1.16.2 +# kernelspec: +# display_name: Python 3 (ipykernel) +# language: python +# name: python3 +# --- + +# %% [raw] +# +++ +# title = "Evaluating the B-bar method with simple examples" +# date = "2024-08-29" +# author = "Wenqing Wang" +# image = "figures/quad_M_fig.png" +# web_subsection = "small-deformations" +# weight = 3 +# +++ + +# %% [markdown] +# $$ +# \newcommand{\B}{\text{B}} +# \newcommand{\F}{\text{F}} +# \newcommand{\I}{\mathbf I} +# \newcommand{\intD}[1]{\int_{\Omega_e}#1\mathrm{d}\Omega} +# $$ +# +# ## Evaluating the B-bar method with simple examples +# +# This is a plane strain example demonstrating the mechanical behavior of a $1\text{m}\times1\text{m}$ domain under a constant pressure of 10 MPa. +# +# We analyze two problems, referred to as the homogeneous and heterogeneous problems. The schematics of these problems are shown in the figures below: +# +# Homogeneous problem | heterogeneous problem +# :-----------------------------:|:-----------------------------: +# Simple test | Simple test +# +# As can be seen from the schematic figures, the settings of the two problems are identical except for the boundary conditions on the bottom edge. For the homogeneous problem, the bottom boundary has a roller support with the horizontal displacement fixed at the lower left corner. Under these boundary conditions, the strain and stress remain homogeneous throughout the domain. For the heterogeneous problem, all displacement components on the bottom are fixed, leading to heterogeneous strain, and stress within the domain. +# +# Material compressibility is accounted for by using a Poisson's ratio of 0.2 for the compressible material and 0.499 for the incompressible material. +# +# We also consider the influence of element size on the accuracy of the solutions. Therefore, the tests are conducted using different meshes, generated by dividing the domain into a varying number of elements per edge: 2, 10, 15, 20, 25, and 30, respectively. Test + +# %% +import os +import xml.etree.ElementTree as ET +from pathlib import Path + +import matplotlib.pyplot as plt +import matplotlib.tri as tri +import numpy as np +import pyvista as pv +import vtuIO +from ogs6py.ogs import OGS + +out_dir = Path(os.environ.get("OGS_TESTRUNNER_OUT_DIR", "_out")) +if not out_dir.exists(): + out_dir.mkdir(parents=True) + + +# %% +def get_last_vtu_file_name(pvd_file_name, out_dir=out_dir): + tree = ET.parse(Path(out_dir, pvd_file_name)) + root = tree.getroot() + # Get the last DataSet tag + last_dataset = root.findall(".//DataSet")[-1] + + # Get the 'file' attribute of the last DataSet tag + file_attribute = last_dataset.attrib["file"] + + return str(Path(out_dir, file_attribute)) + + +def get_variables_at_center(pvd_file_name): + center = (0.5, 0.5, 0) + file_name = get_last_vtu_file_name(pvd_file_name) + mesh = pv.read(file_name) + p_id = mesh.find_closest_point(center) + u = mesh.point_data["displacement"][p_id] + epsilon = mesh.point_data["epsilon"][p_id] + sigma = mesh.point_data["sigma"][p_id] + return (u, epsilon, sigma) + + +# %% +def contour_plot(pvd_file_name, title): + file_name = get_last_vtu_file_name(pvd_file_name) + m_plot = vtuIO.VTUIO(file_name, dim=2) + triang = tri.Triangulation(m_plot.points[:, 0], m_plot.points[:, 1]) + stress_data = m_plot.get_point_field("sigma") * 1e-6 + u_data = m_plot.get_point_field("displacement") * 1e3 + + fig, ax = plt.subplots(ncols=2, figsize=(8, 3)) + ax[0].set_title(title, loc="left", y=1.12) + plt.subplots_adjust(wspace=0.5) + + contour_stress = ax[0].tricontourf(triang, stress_data[:, 1], cmap="jet") + contour_displacement = ax[1].tricontourf(triang, u_data[:, 1], cmap="jet") + fig.colorbar(contour_stress, ax=ax[0], label="Vertical stress / [MPa]") + fig.colorbar(contour_displacement, ax=ax[1], label="Vertical displacement / [mm]") + fig.tight_layout() + # plt.savefig(pvd_file_name + '.png') + plt.show() + + +# %% +def plot_data_curve(ne, x, y_lable, file_name=""): + # Plotting + plt.rcParams["figure.figsize"] = [5, 5] + + plt.plot(ne, x, marker="o", linestyle="dashed") + + plt.xlabel("Number of elements per side") + plt.ylabel(y_lable) + # plt.legend() + + plt.tight_layout() + if file_name != "": + plt.savefig(file_name) + plt.show() + + +# %% +class SingleSimulationModel: + """An OGS run model""" + + def __init__( + self, + out_dir, + output_prefix, + order=2, + use_bbar="false", + is_homogeneous_mode=False, + poisson_ratio=0.2, + ): + self.model = OGS( + INPUT_FILE="simple_b_bar_test.prj", PROJECT_FILE=f"{out_dir}/modified.prj" + ) + self.model.replace_text(use_bbar, xpath="./processes/process/use_b_bar") + self.model.replace_text(output_prefix, xpath="./time_loop/output/prefix") + print(f"Shape function order = {order}") + print(f"use_b_bar = {use_bbar}") + + self.model.replace_text( + order, xpath="./process_variables/process_variable/order" + ) + if is_homogeneous_mode: + xpath = "./process_variables/process_variable/boundary_conditions/boundary_condition[1]/geometry" + self.model.replace_text("origin", xpath) + + xpath = "./parameters/parameter[name='nu']/value" + self.model.replace_text(poisson_ratio, xpath) + + self.out_dir = out_dir + self.output_prefix = output_prefix + + def run(self, mesh_name): + self.model.replace_text(mesh_name, xpath="./mesh") + self.model.write_input() + + self.model.run_model( + logfile=Path(self.out_dir, "out.txt"), args=f"-o {self.out_dir} -m ." + ) + + return get_variables_at_center(self.output_prefix + ".pvd") + + +# %% +mesh_names = [ + "quad_edge_div_2.vtu", + "quad_edge_div_10.vtu", + "quad_edge_div_15.vtu", + "quad_edge_div_20.vtu", + "quad_edge_div_25.vtu", + "quad_edge_div_30.vtu", + "quad_edge_div_40.vtu", +] + + +def run_all_tests(ogs_mode): + u_at_center_all = np.empty((0, 2)) + eps_at_center_all = np.empty((0, 4)) + sigma_at_center_all = np.empty((0, 4)) + for mesh_name in mesh_names: + (u, eps, sigma) = ogs_mode.run(mesh_name) + u_at_center_all = np.append(u_at_center_all, [u], axis=0) + eps_at_center_all = np.append(eps_at_center_all, [eps], axis=0) + sigma_at_center_all = np.append(sigma_at_center_all, [sigma], axis=0) + + return (u_at_center_all, eps_at_center_all, sigma_at_center_all) + + +# %% +def compare_with_analytic_solution(solutions, solution_analytic, atol_, rtol_=1e-10): + for solution in solutions: + np.testing.assert_allclose( + actual=solution, desired=solution_analytic, atol=atol_, rtol=rtol_ + ) + + +# %% +class AllTest: + """Run all tests and post-process the result data""" + + def __init__( + self, + out_dir, + output_prefix, + order=2, + is_homogeneous_mode=False, + poisson_ratio=0.2, + ): + self.output_prefix_non_bbar = output_prefix + "_non_bbar" + use_bbar = "false" + print("Simulating without the B-bar method:") + model_non_bbar = SingleSimulationModel( + out_dir, + self.output_prefix_non_bbar, + order, + use_bbar, + is_homogeneous_mode, + poisson_ratio, + ) + + ( + self.u_at_center_all_nonbbar, + self.eps_at_center_all_nonbbar, + self.sigma_at_center_all_nonbbar, + ) = run_all_tests(model_non_bbar) + + print("Simulating with the B-bar method:") + self.output_prefix_bbar = output_prefix + "_bbar" + use_bbar = "true" + model_bbar = SingleSimulationModel( + out_dir, + self.output_prefix_bbar, + order, + use_bbar, + is_homogeneous_mode, + poisson_ratio, + ) + + ( + self.u_at_center_all_bbar, + self.eps_at_center_all_bbar, + self.sigma_at_center_all_bbar, + ) = run_all_tests(model_bbar) + + def contour_plot_all(self, title): + contour_plot(self.output_prefix_non_bbar + ".pvd", title + " (non B-bar)") + contour_plot(self.output_prefix_bbar + ".pvd", title + " (B-bar)") + + def compare_with_analytic_solution( + self, u_analytic, eps_analytic, sigma_analytic, exlude_nonbbar=False + ): + compare_with_analytic_solution(self.u_at_center_all_bbar, u_analytic, 2.5e-5) + compare_with_analytic_solution(self.eps_at_center_all_bbar, eps_analytic, 8e-16) + compare_with_analytic_solution( + self.sigma_at_center_all_bbar, sigma_analytic, 3e-5 + ) + if exlude_nonbbar: + return + + compare_with_analytic_solution(self.u_at_center_all_nonbbar, u_analytic, 3e-5) + + compare_with_analytic_solution( + self.eps_at_center_all_nonbbar, eps_analytic, 8e-16 + ) + + compare_with_analytic_solution( + self.sigma_at_center_all_nonbbar, sigma_analytic, 3e-5 + ) + + def compute_errors(self): + print( + "Differences between the results obtained with" + " and without the B-bar, respectively" + ) + self.diffs_u = np.linalg.norm( + self.u_at_center_all_nonbbar - self.u_at_center_all_bbar, axis=1 + ) + print( + f"Displacement differences corresponding to " + f"the mesh refinement levels: { self.diffs_u}" + ) + + self.diffs_eps = np.linalg.norm( + self.eps_at_center_all_nonbbar - self.eps_at_center_all_bbar, axis=1 + ) + print( + f"Strain differences corresponding to " + f"the mesh refinement levels: {self.diffs_eps}" + ) + + self.diffs_sigma = np.linalg.norm( + self.sigma_at_center_all_nonbbar - self.sigma_at_center_all_bbar, axis=1 + ) + print( + f"Stress differences corresponding " + f"to the mesh refinement levels: {self.diffs_sigma}" + ) + + def assert_errors(self, expected_u_diffs, expected_eps_diffs, expected_sigma_diffs): + self.compute_errors() + tolerance = 6.0e-5 + np.testing.assert_allclose( + actual=self.diffs_u, desired=expected_u_diffs, atol=tolerance + ) + + tolerance = 5.0e-5 + np.testing.assert_allclose( + actual=self.diffs_eps, desired=expected_eps_diffs, atol=tolerance + ) + + tolerance = 1.0e-10 + np.testing.assert_allclose( + actual=self.diffs_sigma, desired=expected_sigma_diffs, atol=tolerance + ) + + def plot_solutions( + self, figure_name="", scaling_u=1e3, scaling_eps=1e5, scaling_sigma=1e-6 + ): + mesh_refine_level = np.array([2, 10, 15, 20, 25, 30, 40]) + fig, ax = plt.subplots(1, 3, figsize=(9, 3)) + + def plot_subfigure(sug_figure, x, x_bbar, y_label): + sug_figure.plot( + mesh_refine_level, x, "C0", linestyle="dashed", label="Non B-bar" + ) + sug_figure.plot(mesh_refine_level, x_bbar, "C2", label="B-bar") + sug_figure.set_xlabel("Number of elements per side") + sug_figure.set_ylabel(y_label) + sug_figure.legend() + + plot_subfigure( + ax[0], + self.u_at_center_all_nonbbar[:, 1] * scaling_u, + self.u_at_center_all_bbar[:, 1] * scaling_u, + "Vertical displacement[mm]", + ) + + plot_subfigure( + ax[1], + self.eps_at_center_all_nonbbar[:, 1] * scaling_eps, + self.eps_at_center_all_bbar[:, 1] * scaling_eps, + r"Vertical strain[$ \times 10^{-5}$, -]", + ) + + plot_subfigure( + ax[2], + self.sigma_at_center_all_nonbbar[:, 1] * scaling_sigma, + self.sigma_at_center_all_bbar[:, 1] * scaling_sigma, + r"Vertical stress [MPa]", + ) + + plt.subplots_adjust(wspace=0.5) + + fig.tight_layout() + if figure_name != "": + plt.savefig(figure_name) + plt.show() + + def plot_errors(self, figure_name=""): + mesh_refine_level = np.array([2, 10, 15, 20, 25, 30, 40]) + + fig, ax = plt.subplots(1, 3, figsize=(9, 3)) + + def plot_subfigure(sub_fig, x, y_label): + sub_fig.plot(mesh_refine_level, x, "C2") + sub_fig.set_xlabel("Number of elements per side") + sub_fig.set_ylabel(y_label) + + plot_subfigure(ax[0], self.diffs_u * 1e3, "Displacement difference [mm]") + plot_subfigure( + ax[1], self.diffs_eps * 1e5, r"Strain difference [$ \times 10^{-5}$, -]" + ) + plot_subfigure(ax[2], self.diffs_sigma * 1e-3, r"Stress difference [kPa]") + + plt.subplots_adjust(wspace=0.5) + + fig.tight_layout() + if figure_name != "": + plt.savefig(figure_name) + plt.show() + + +# %% [markdown] +# ### 1. Homogeneous problem +# +# Obviously, the analytical solutions of the stress components on tha plane are $\sigma_{11} = 0$, $\sigma_{22} = -10$ MPa. The analytical solutions of the remaining variables are +# +# $$ +# \begin{align} +# \sigma_{33} &= \nu(\sigma_{11}+\sigma_{22})\\ +# \epsilon_{11} &= \frac{\lambda}{4G(\lambda+G)}\sigma_{22}\\ +# \epsilon_{22} &= \epsilon_{11} + \frac{\sigma_{22}}{2G} \\ +# u_{1} &= \epsilon_{11}x \\ +# u_{2} &= \epsilon_{11}y +# \end{align} +# $$ +# with $E$ the Young's modulus, $G=E/2(1+\nu)$ the shear modulus, $\nu$ the Poisson ratio, and $\lambda=E\nu/((1+\nu)(1-2\nu))$ the Lame constant, $u$ the displacement, $\epsilon$ the strain, and $\sigma$ the strress. +# +# #### 1.1. Compressible material +# For this case, the Poisson ratio is 0.2 as that is depicted in the schematics. + +# %% +output_prefix = "simple_test_homo" +all_test_homo = AllTest(out_dir, output_prefix, is_homogeneous_mode=True) + +# %% [markdown] +# #### 1.1.1. Contour plot of the result +# +# The stress and displacement results obtained from the test using the finest mesh are shown in the following figures. +# +# The left figure illustrates the vertical stress within the domain expressed as an offset $s$ from -10 MPa, the analytical solution. In the simulation without the B-bar method, the offset $s$ ranges between $-0.6 \times 10^{-12}$ MPa and $0.45 \times 10^{-12}$ MPa, indicating a stress accuracy better than $10^{-11}$ MPa. With the B-bar method applied, the stress accuracy improves further to better than $10^{-12}$ MPa. +# + +# %% +all_test_homo.contour_plot_all("Results of the homogeneous problem") + +# %% [markdown] +# #### 1.1.2. Compared with the analytical solution +# +# For this homogeneous problem, the solutions obtained using the B-bar method have almost the same accuracy as those obtained with the standard approach. This is confirmed by the following comparisons with the analytical solutions: + +# %% +E = 1e10 +nu = 0.2 +lambd = nu * E / (1 + nu) / (1 - 2.0 * nu) +G = 0.5 * E / (1 + nu) +p = -10e6 +eps_11 = -0.25 * lambd * p / G / (lambd + G) +eps_22 = eps_11 + 0.5 * p / G +u_1 = eps_11 * 0.5 +u_2 = eps_22 * 0.5 +sigma_33 = nu * p + +u_analytic = np.array([u_1, u_2]) +eps_analytic = np.array([eps_11, eps_22, 0.0, 0.0]) +sigma_analytic = np.array([0.0, p, sigma_33, 0.0]) + +all_test_homo.compare_with_analytic_solution(u_analytic, eps_analytic, sigma_analytic) + +# %% [markdown] +# #### 1.2. Incompressible material +# +# For this case, the Poisson ratio is set to 0.499. + +# %% +output_prefix = "simple_test_homo_incompress" +all_test_homo_incompress = AllTest( + out_dir, output_prefix, poisson_ratio=0.499, is_homogeneous_mode=True +) + +# %% [markdown] +# #### 1.2.1. Contour plot of the result +# +# The stress and displacement results obtained from the test using the finest mesh are shown in the following figures. +# +# The same as that is explained in section 1.1.1, in the simulation without the B-bar method, the offset $s$ ranges between $-1.0 \times 10^{-10}$ MPa and $1.0 \times 10^{-10}$ MPa, indicating a stress accuracy better than $2\cdot 10^{-10}$ MPa. With the B-bar method applied, the stress accuracy improves further to better than $10^{-10}$ MPa. The simulation using the B-bar method results in a larger displacement compared to the simulation without it, which is physically correct. Specifically, the vertical displacement at the top is 8e-7 mm without the B-bar method, whereas it is 1.05e-6 mm with the B-bar method. + +# %% +all_test_homo_incompress.contour_plot_all( + "Results of the homogeneous problem with incompressible material" +) + +# %% [markdown] +# 1.2.2. Variable variation with mesh refinement level +# +# The following three figures show the variations in vertical displacement, vertical strain, and vertical stress at the domain center as the mesh refinement level increases. These figures demonstrate that both simulations, with or without the B-bar method, deliver accurate solutions, and exhibit excellent mesh size independence. This refects the fact that this test has no volumetric locking though the material is incompressible. + +# %% +all_test_homo_incompress.plot_solutions() + +# %% +E = 1e10 +nu = 0.499 +lambd = nu * E / (1 + nu) / (1 - 2.0 * nu) +G = 0.5 * E / (1 + nu) +p = -10e6 +eps_11 = -0.25 * lambd * p / G / (lambd + G) +eps_22 = eps_11 + 0.5 * p / G +u_1 = eps_11 * 0.5 +u_2 = eps_22 * 0.5 +sigma_33 = nu * p + +u_analytic = np.array([u_1, u_2]) +eps_analytic = np.array([eps_11, eps_22, 0.0, 0.0]) +sigma_analytic = np.array([0.0, p, sigma_33, 0.0]) + +all_test_homo_incompress.compare_with_analytic_solution( + u_analytic, eps_analytic, sigma_analytic +) + +# %% [markdown] +# ### 2. Heterogeneous problem +# +# #### 2.1. Compressible material +# +# The Poisson ratio is set to 0.2 to represent the material compressiblility. + +# %% +output_prefix = "simple_test_hete" +all_test_hete = AllTest(out_dir, output_prefix) + +# %% [markdown] +# #### 2.1.1. Contour plot of the result +# +# The stress and displacement results obtained from the test using the finest mesh are shown in the following figures. +# +# With and without the B-bar method, the variable distribution patterns look quite similar, and their magnitudes are almost identical. +# + +# %% +# run the following function to see the figures +all_test_hete.contour_plot_all("Results of the heterogeneous problem") + +# %% +expected_u_diffs = np.array( + [ + 1.12405235e-05, + 6.98028121e-07, + 4.86382769e-07, + 2.46115691e-07, + 2.13871759e-07, + 1.32847503e-07, + 8.56033763e-08, + ] +) + +expected_eps_diffs = np.array( + [ + 6.70627315e-05, + 1.49169891e-06, + 4.79273581e-07, + 3.38301639e-07, + 2.15516897e-07, + 1.49147744e-07, + 8.76670751e-08, + ] +) + +expected_sigma_diffs = np.array( + [ + 704485.50372313, + 17708.37333467, + 6689.6486797, + 4550.46300458, + 2812.39480024, + 2125.37608244, + 1265.2448748, + ] +) + +all_test_hete.assert_errors(expected_u_diffs, expected_eps_diffs, expected_sigma_diffs) + +# %% [markdown] +# #### 2.1.2. Solution difference with mesh refinement level +# +# The following three figures show the differences between the the results obtained with and without the B-bar method. Such differences tend to become tiny as the mesh refinement level increases. + +# %% +all_test_hete.plot_errors() + +# %% [markdown] +# #### 2.2. Incompressible material +# +# Considering the material's incompressibility, we changed the Poisson's ratio from 0.2 to 0.499, while keeping the Young's modulus and boundary conditions unchanged. + +# %% +output_prefix = "simple_test_hete_incompress" + +all_test_hete_incompress = AllTest(out_dir, output_prefix, poisson_ratio=0.499) + +# %% [markdown] +# #### 2.2.1. Contour plot of the result of incompressible material +# +# The stress and displacement results obtained from this test using the finest mesh are shown in the following figures. +# +# We can see that without using the B-bar method, the stress distribution exhibits strong numerical artifacts at the two lower corners of the domain, while the displacement is highly underestimated. + +# %% +all_test_hete_incompress.contour_plot_all("Results of the heterogeneous problem") + +# %% [markdown] +# #### 2.2.2. Variable variation with mesh refinement level +# +# The following three figures show the variations in vertical displacement, vertical strain, and vertical stress at the domain center as the mesh refinement level increases. These figures demonstrate that the B-bar method provides the exact stress solution, and also delivers accurate displacement and strain results even with a relatively coarse mesh. In contrast, the standard method underestimates displacement and strain, and it fails to provide a correct stress result at almost any mesh refinement level. + +# %% +all_test_hete_incompress.plot_solutions() # run this to see figures + +# %% +expected_u_diffs_hete = np.array( + [ + 1.50137352e-04, + 1.27562998e-05, + 8.09392747e-06, + 5.25915838e-06, + 4.17237417e-06, + 3.17767882e-06, + 2.23063182e-06, + ] +) + +expected_eps_diffs_hete = np.array( + [ + 1.74274160e-04, + 7.85738732e-06, + 1.06605607e-05, + 6.43779986e-06, + 6.47798969e-06, + 4.65601719e-06, + 3.56212669e-06, + ] +) + +expected_sigma_diffs_hete = np.array( + [ + 22405506.38102712, + 4294228.47182196, + 790313.72457601, + 1408200.09778569, + 449367.67353797, + 671266.75303949, + 388173.41044101, + ] +) + +all_test_hete_incompress.assert_errors( + expected_u_diffs_hete, expected_eps_diffs_hete, expected_sigma_diffs_hete +) + +# %% [markdown] +# ## Conclusions +# In the FEM analysis of small deformation problems, +# +# * The B-bar method can significantly alleviate volumetric locking in incompressible materials with a high-quality mesh. +# * When applied to problems with compressible materials, the B-bar method can still give accurate solutions with a fine mesh. +# * Only the B-bar method provides the correct solution when the material is highly incompressible and there is volumetric locking. + +# %% From 8f3724cea4a868508885e73587da02d37cb94a7c Mon Sep 17 00:00:00 2001 From: Wenqing Wang Date: Tue, 29 Oct 2024 14:06:56 +0100 Subject: [PATCH 4/4] [JN/Bbar] Using py file for the JupyterNote book tests --- ProcessLib/SmallDeformation/Tests.cmake | 4 +- .../CooksMembrane/CooksMembraneBbar.ipynb | 528 --------- ...valuating_bbbar_with_simple_examples.ipynb | 1017 ----------------- 3 files changed, 2 insertions(+), 1547 deletions(-) delete mode 100644 Tests/Data/Mechanics/CooksMembrane/CooksMembraneBbar.ipynb delete mode 100644 Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/evaluating_bbbar_with_simple_examples.ipynb diff --git a/ProcessLib/SmallDeformation/Tests.cmake b/ProcessLib/SmallDeformation/Tests.cmake index 35bf9926f9b..3057254300c 100644 --- a/ProcessLib/SmallDeformation/Tests.cmake +++ b/ProcessLib/SmallDeformation/Tests.cmake @@ -351,9 +351,9 @@ AddTest( ) if(NOT OGS_USE_PETSC) - NotebookTest(NOTEBOOKFILE Mechanics/CooksMembrane/CooksMembraneBbar.ipynb RUNTIME 1) + NotebookTest(NOTEBOOKFILE Mechanics/CooksMembrane/CooksMembraneBbar.py RUNTIME 1) NotebookTest(NOTEBOOKFILE Mechanics/Linear/SimpleMechanics.ipynb RUNTIME 5) - NotebookTest(NOTEBOOKFILE Mechanics/EvaluatingBbarWithSimpleExamples/evaluating_bbbar_with_simple_examples.ipynb RUNTIME 5) + NotebookTest(NOTEBOOKFILE Mechanics/EvaluatingBbarWithSimpleExamples/evaluating_bbbar_with_simple_examples.py RUNTIME 5) NotebookTest(NOTEBOOKFILE Mechanics/Linear/DiscWithHole/Linear_Disc_with_hole.md RUNTIME 15) if(NOT WIN32) NotebookTest(NOTEBOOKFILE Mechanics/Linear/DiscWithHole/Linear_Disc_with_hole_convergence_analysis.ipynb RUNTIME 40) diff --git a/Tests/Data/Mechanics/CooksMembrane/CooksMembraneBbar.ipynb b/Tests/Data/Mechanics/CooksMembrane/CooksMembraneBbar.ipynb deleted file mode 100644 index 4bf0dde7fd0..00000000000 --- a/Tests/Data/Mechanics/CooksMembrane/CooksMembraneBbar.ipynb +++ /dev/null @@ -1,528 +0,0 @@ -{ - "cells": [ - { - "cell_type": "raw", - "id": "73c13b4b-fee8-44b4-8a30-427afac95d32", - "metadata": {}, - "source": [ - "+++\n", - "title = \"Cook's membrane example\"\n", - "date = \"2024-06-11\"\n", - "author = \"Wenqing Wang\"\n", - "image = \"figures/cooks_membrane.png\"\n", - "web_subsection = \"small-deformations\"\n", - "weight = 3\n", - "+++" - ] - }, - { - "cell_type": "markdown", - "id": "286c4e5e-eb58-409e-ab9b-f2c42fd388b4", - "metadata": {}, - "source": [ - "$$\n", - "\\newcommand{\\B}{\\text{B}}\n", - "\\newcommand{\\F}{\\text{F}}\n", - "\\newcommand{\\I}{\\mathbf I}\n", - "\\newcommand{\\intD}[1]{\\int_{\\Omega_e}#1\\mathrm{d}\\Omega}\n", - "$$\n", - "\n", - "# Cook's membrane example for nearly icompressible solid\n", - "\n", - "## B bar method\n", - " Considering a strain decomposition: $\\mathbf\\epsilon = \\underbrace{\\mathbf\\epsilon- \\frac{1}{3}(\\epsilon:\\mathbf I)}_{\\text{deviatoric}}\\I + \\underbrace{\\frac{1}{3}(\\epsilon:\\mathbf I)}_{\\text{dilatational}} \\I$.\n", - "\t The idea of the B bar method is to use another quadrature rule to interpolate the dilatational part, which leads to a modified B matrix [1]:\t \n", - "$$\n", - "\t \\bar\\B = \\underbrace{\\B - \\B^{\\text{dil}}}_{\\text{original B elements}}+ \\underbrace{{\\bar\\B}^{\\text{dil}}}_{\\text{by another quadrature rule} }\n", - "$$\n", - "There are several methods to form ${\\bar\\B}^{\\text{dil}}$ such as selective integration, generalization of the mean-dilatation formulation. In the current OGS, we use the latter, which reads\n", - "$$\n", - "\t\t {\\bar\\B}^{\\text{dil}} = \\frac{\\intD{\\B^{\\text{dil}}(\\xi)}}{\\intD{}}\n", - "$$\n", - "\n", - "## Example\n", - "To verify the implementation of the B bar method, the so called Cook's membrane is used as a benchmark.\n", - "Illustrated in the following figure, this example simulates a tapered\n", - "and swept panel of unit thickness. The left edge is clamped and the right edge is applied with a distributed shearing load $F$ = 100 N/mm. The plane strain condition is considered. This numerical model is exactly the same as that is presented in the paper by T. Elguedj et al [1,2]. \n", - "\n", - "\"Cook's\n", - "\n", - "## Reference\n", - "\n", - "[1] T.J.R. Hughes (1980). Generalization of selective integration procedures to anisotropic and nonlinear media. International Journal for Numerical Methods in Engineering, 15(9), 1413-1418.\n", - "\n", - "[2] T. Elguedj, Y. Bazilevs, V.M. Calo, T.J.R. Hughes (2008),\n", - " $\\bar\\B$ and $\\bar\\F$ projection methods for nearly incompressible linear and non-linear elasticity and plasticity using higher-order NURBS elements, Computer Methods in Applied Mechanics and Engineering, 197(33--40), 2732-2762.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "f0ae03a5-4cb3-43aa-91f1-5f25e2de61bc", - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "import xml.etree.ElementTree as ET\n", - "from pathlib import Path\n", - "\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.tri as tri\n", - "import numpy as np\n", - "import pyvista as pv\n", - "import vtuIO\n", - "from ogs6py.ogs import OGS\n", - "\n", - "out_dir = Path(os.environ.get(\"OGS_TESTRUNNER_OUT_DIR\", \"_out\"))\n", - "if not out_dir.exists():\n", - " out_dir.mkdir(parents=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "2bbde8c5-9907-43c2-a26c-61a5ab512a6d", - "metadata": {}, - "outputs": [], - "source": [ - "def get_last_vtu_file_name(pvd_file_name):\n", - " tree = ET.parse(Path(out_dir) / pvd_file_name)\n", - " root = tree.getroot()\n", - " # Get the last DataSet tag\n", - " last_dataset = root.findall(\".//DataSet\")[-1]\n", - "\n", - " # Get the 'file' attribute of the last DataSet tag\n", - " file_attribute = last_dataset.attrib[\"file\"]\n", - " return f\"{out_dir}/\" + file_attribute\n", - "\n", - "\n", - "def get_top_uy(pvd_file_name):\n", - " top_point = (48.0e-3, 60.0e-3, 0)\n", - " file_name = get_last_vtu_file_name(pvd_file_name)\n", - " mesh = pv.read(file_name)\n", - " p_id = mesh.find_closest_point(top_point)\n", - " u = mesh.point_data[\"displacement\"][p_id]\n", - " return u[1]" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "a6d91f6e-b0b7-4ed0-a673-4cc3581a19bb", - "metadata": {}, - "outputs": [], - "source": [ - "def run_single_test(mesh_name, output_prefix, use_bbar=\"false\"):\n", - " model = OGS(INPUT_FILE=\"CooksMembrane.prj\", PROJECT_FILE=f\"{out_dir}/modified.prj\")\n", - " model.replace_text(mesh_name, xpath=\"./mesh\")\n", - " model.replace_text(use_bbar, xpath=\"./processes/process/use_b_bar\")\n", - " model.replace_text(output_prefix, xpath=\"./time_loop/output/prefix\")\n", - " model.replace_text(\n", - " \"BiCGSTAB\", xpath=\"./linear_solvers/linear_solver/eigen/solver_type\"\n", - " )\n", - " model.replace_text(\"ILUT\", xpath=\"./linear_solvers/linear_solver/eigen/precon_type\")\n", - " vtu_file_name = output_prefix + \"_ts_1_t_1.000000.vtu\"\n", - " model.replace_text(vtu_file_name, xpath=\"./test_definition/vtkdiff[1]/file\")\n", - " model.replace_text(vtu_file_name, xpath=\"./test_definition/vtkdiff[2]/file\")\n", - " model.replace_text(vtu_file_name, xpath=\"./test_definition/vtkdiff[3]/file\")\n", - "\n", - " model.write_input()\n", - "\n", - " # Run OGS\n", - " model.run_model(logfile=f\"{out_dir}/out.txt\", args=f\"-o {out_dir} -m .\")\n", - "\n", - " # Get uy at the top\n", - " return get_top_uy(output_prefix + \".pvd\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "37127e0d-10dd-4c7a-b263-0fe3e42b6b64", - "metadata": {}, - "outputs": [], - "source": [ - "mesh_names = [\n", - " \"mesh.vtu\",\n", - " \"mesh_n10.vtu\",\n", - " \"mesh_n15.vtu\",\n", - " \"mesh_n20.vtu\",\n", - " \"mesh_n25.vtu\",\n", - " \"mesh_n30.vtu\",\n", - "]\n", - "output_prefices_non_bbar = [\n", - " \"cooks_membrane_sd_edge_div_4_non_bbar\",\n", - " \"cooks_membrane_sd_refined_mesh_10_non_bbar\",\n", - " \"cooks_membrane_sd_refined_mesh_15_non_bbar\",\n", - " \"cooks_membrane_sd_refined_mesh_20_non_bbar\",\n", - " \"cooks_membrane_sd_refined_mesh_25_non_bbar\",\n", - " \"cooks_membrane_sd_refined_mesh_30_non_bbar\",\n", - "]\n", - "\n", - "uys_at_top_non_bbar = []\n", - "for mesh_name, output_prefix in zip(mesh_names, output_prefices_non_bbar):\n", - " uy_at_top = run_single_test(mesh_name, output_prefix)\n", - " uys_at_top_non_bbar.append(uy_at_top)\n", - "\n", - "expected_uys_at_top_non_bbar = np.array(\n", - " [\n", - " 0.002164586784123102,\n", - " 0.0022603329644579383,\n", - " 0.002375295856067169,\n", - " 0.002519725590136146,\n", - " 0.0026515294133790837,\n", - " 0.002868289617025223,\n", - " ]\n", - ")\n", - "np.testing.assert_allclose(\n", - " actual=uys_at_top_non_bbar, desired=expected_uys_at_top_non_bbar, atol=1e-10\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "99c34461-1d0a-42f7-a716-86e9bac7c046", - "metadata": {}, - "outputs": [], - "source": [ - "output_prefices = [\n", - " \"cooks_membrane_sd_edge_div_4\",\n", - " \"cooks_membrane_sd_refined_mesh_10\",\n", - " \"cooks_membrane_sd_refined_mesh_15\",\n", - " \"cooks_membrane_sd_refined_mesh_20\",\n", - " \"cooks_membrane_sd_refined_mesh_25\",\n", - " \"cooks_membrane_sd_refined_mesh_30\",\n", - "]\n", - "\n", - "uys_at_top_bbar = []\n", - "for mesh_name, output_prefix in zip(mesh_names, output_prefices):\n", - " uy_at_top = run_single_test(mesh_name, output_prefix, \"true\")\n", - " uys_at_top_bbar.append(uy_at_top)\n", - "\n", - "expected_uys_at_top_bbar = np.array(\n", - " [\n", - " 0.0069574713856979,\n", - " 0.007772616910217863,\n", - " 0.007897597955618913,\n", - " 0.007951479575082158,\n", - " 0.007976349858390623,\n", - " 0.007999718483861992,\n", - " ]\n", - ")\n", - "\n", - "np.testing.assert_allclose(\n", - " actual=uys_at_top_bbar, desired=expected_uys_at_top_bbar, atol=2e-4\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "7c55e390-e329-45ac-b3d0-b4f785059672", - "metadata": {}, - "outputs": [], - "source": [ - "ne = [4, 10, 15, 20, 25, 30]\n", - "\n", - "\n", - "def plot_data(ne, u_y_bbar, uy_non_bbar, file_name=\"\"):\n", - " # Plotting\n", - " plt.rcParams[\"figure.figsize\"] = [5, 5]\n", - "\n", - " if len(u_y_bbar) != 0:\n", - " plt.plot(\n", - " ne, np.array(u_y_bbar) * 1e3, marker=\"o\", linestyle=\"dashed\", label=\"B bar\"\n", - " )\n", - " if len(uy_non_bbar) != 0:\n", - " plt.plot(\n", - " ne,\n", - " np.array(uy_non_bbar) * 1e3,\n", - " marker=\"x\",\n", - " linestyle=\"dashed\",\n", - " label=\"non B bar\",\n", - " )\n", - "\n", - " plt.xlabel(\"Number of elements per side\")\n", - " plt.ylabel(\"Top right corner displacement /mm\")\n", - " plt.legend()\n", - "\n", - " plt.tight_layout()\n", - " if file_name != \"\":\n", - " plt.savefig(file_name)\n", - " plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "c74f1383-596b-4e2c-93f9-61b41248ca2f", - "metadata": {}, - "source": [ - "## Result\n", - "\n", - "### Vertical diplacement at the top point\n", - "\n", - "The following figure shows that the convergence of the solutions obtained by using the B bar method follows the one presented in the paper by T. Elguedj et al [1]. However, the results obtained without the B bar method are quit far from the converged solution with the finest mesh. " - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "96ac5068-feae-4c82-90d9-ee4535b08291", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_data(ne, uys_at_top_bbar, uys_at_top_non_bbar, \"b_bar_linear.png\")" - ] - }, - { - "cell_type": "markdown", - "id": "399d3f5a-e5bd-4c10-91f5-16a083b100b9", - "metadata": {}, - "source": [ - "### Contour plot" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "2199724b-4bb3-4184-8e77-c40fc5c87832", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "nedges = [\"4\", \"10\", \"15\", \"20\", \"25\", \"30\"]\n", - "\n", - "\n", - "def contour_plot(pvd_file_name, title):\n", - " file_name = get_last_vtu_file_name(pvd_file_name)\n", - " m_plot = vtuIO.VTUIO(file_name, dim=2)\n", - " triang = tri.Triangulation(m_plot.points[:, 0], m_plot.points[:, 1])\n", - " triang = tri.Triangulation(m_plot.points[:, 0], m_plot.points[:, 1])\n", - " s_plot = m_plot.get_point_field(\"sigma\")\n", - " s_trace = s_plot[:, 0] + s_plot[:, 1] + s_plot[:, 2]\n", - " u_plot = m_plot.get_point_field(\"displacement\")\n", - "\n", - " fig, ax = plt.subplots(ncols=2, figsize=(8, 3))\n", - " ax[0].set_title(title, loc=\"left\", y=1.12)\n", - " plt.subplots_adjust(wspace=0.5)\n", - "\n", - " contour_stress = ax[0].tricontourf(triang, s_trace, cmap=\"viridis\")\n", - " contour_displacement = ax[1].tricontourf(triang, u_plot[:, 1], cmap=\"gist_rainbow\")\n", - " fig.colorbar(contour_stress, ax=ax[0], label=\"Stress trace / MPa\")\n", - " fig.colorbar(contour_displacement, ax=ax[1], label=\"Dispplacement / m\")\n", - " fig.tight_layout()\n", - " plt.savefig(pvd_file_name + \".png\")\n", - " plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "a7cabdce-6174-4ab8-96ad-d70cc190929b", - "metadata": {}, - "source": [ - "#### Results obtained without the B bar method:" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "79199f70-9d17-42f8-83b6-6223247e7080", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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", 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", 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//0GLFi1w+/ZtxMfHIzExEVFRUVpdbSMiIqrpak1o6NixI9566y2FYeDzzz8HACxatAj5+fl49dVX8fPPP8PFxUUvfVm4cCFOnjyJsWPHIi8vDy+//DI2b94s/aMGAHr16oXffvsNn3zyCSZPnox79+6hSZMm8PT0rNQ38k2bNsWxY8cQERGBiIgI5OXlwc3NDYsWLUJYWJjW7a5atQpdunTBqlWrEBcXh9LSUjg6OqJbt25yg651ua0mPD09cfr0acyfPx+zZ8/G7du30bBhQzz//PPScQCamjRpEs6fP4+ZM2ciNzcXomxGMvj6+mL9+vX473//i3v37sHW1hbdu3fHhg0b0LRp0wrbnTBhAp48eYKJEydKg+4vv/yCbt266fV4AGjd93HjxgEoC+ivv/46XFxcMHPmTCQnJ8sMbjYxMUFCQgK+/PJLfPvtt4iOjoapqSlatGiBHj16oF27dtK6paWlKCkpka4hosw///yDkydPAij7N3nW6NGjpWuxuLu7IyEhAb/88gvu3bsHKysrdOjQAZs2bcKIESPU/TERERHVKhJRfiMvERnctWvX4Orqis8++wxTp041dHeIiIiIANSC2ZOIiIiIiKhyGBqIiIiIiEgl3p5EREREREQq8UoDERERERGpxNBAREREREQqMTQQEREREZFKDA1ERERERKQSQwMREREREanE0EBERERERCoxNBARERERkUoMDUREREREpBJDAxERERERqcTQQEREREREKjE0EBERERGRSgwNRERERESkEkMDERERERGpxNBAREREREQqMTQQUZU5dOgQXnvtNTg6OkIikeDHH3/UuI3//ve/6NChA+rWrQtnZ2d89tlnuu8oERERyWBoIKIq8/DhQ7Rv3x7Lli3Tavtff/0Vo0aNQnBwMP744w/ExcVhyZIlWrdHRERE6pEIIYShO0FEtY9EIsGOHTswePBgaVlhYSFmz56N7777Dvfv30fbtm0RExODnj17AgBGjhyJoqIi/PDDD9JtYmNj8fnnnyMzMxMSiaSKj4KIiKh24JUGIjIaY8eOxdGjR7F582acO3cOb775Jvr27YtLly4BAAoKCmBpaSmzjZWVFf7++29cv37dEF0mIiKqFRgaiMgoXLlyBZs2bcIPP/wAX19ftGrVClOnTkX37t2xbt06AIC/vz+2b9+Offv2obS0FH/99RdiY2MBAFlZWQbsPRERUc1maugOEBEBwOnTpyGEwAsvvCBTXlBQgCZNmgAAgoKCcOXKFQwYMABFRUWwtrbGpEmTEBUVBRMTE0N0m4iIqFZgaCAio1BaWgoTExOcOnVKLgDUr18fQNk4iJiYGCxcuBDZ2dlo2rQp9u3bBwBwcXGp6i4TERHVGgwNRGQUOnbsiJKSEty+fRu+vr4q65qYmKB58+YAgE2bNsHHxwfNmjWrim4SERHVSgwNRFRl8vPzcfnyZenzjIwMpKWloXHjxnjhhRcwatQovPPOO/j888/RsWNH5OTkYP/+/WjXrh0CAgKQk5ODrVu3omfPnnjy5AnWrVuHH374AcnJyQY8KiIiopqPU64SUZU5ePAgevXqJVc+evRorF+/HkVFRViwYAE2bNiAmzdvokmTJvDx8cHcuXPRrl075OTk4LXXXsPvv/8OIQR8fHzwySefoHPnzgY4GiIiotpDq9mT4uLi4OrqCktLS3h5eeHw4cMq6ycnJ8PLywuWlpZwc3PDypUr5ercv38fH374IRwcHGBpaQkPDw/s2rVLm+4RkZHq2bMnhBByj/Xr1wMAzMzMMHfuXGRkZKCwsBBZWVnYvn072rVrBwCwtbVFSkoK8vPz8fDhQ+zdu7fSgUHTz7NyR48ehampKTp06FCp/VdHPAcQUU2hj8+zbdu2wdPTExYWFvD09MSOHTtkXo+OjsZLL72EBg0aoFmzZhg8eDAuXrwoUyc/Px8TJkxAixYtYGVlBQ8PD6xYsaLyB1wZQkObN28WZmZmYvXq1eLChQti0qRJol69euL69esK61+9elXUrVtXTJo0SVy4cEGsXr1amJmZia1bt0rrFBQUCG9vbxEQECCOHDkirl27Jg4fPizS0tI07R4Rkdo0/Twrd//+feHm5ib8/PxE+/btq6azRoLnACKqKfTxeXbs2DFhYmIiFi5cKNLT08XChQuFqampOH78uLSOv7+/WLdunfjjjz9EWlqa6N+/v2jZsqXIz8+X1hk/frxo1aqVOHDggMjIyBCrVq0SJiYm4scff9TfD6QCGoeGl19+WQQHB8uUubu7i/DwcIX1p0+fLtzd3WXK3n//fdGlSxfp8xUrVgg3NzdRWFioaXeIiLSm6edZueHDh4vZs2eLyMjIWhcaeA4goppCH59nw4YNE3379pWp4+/vL0aMGKG0H7dv3xYARHJysrSsTZs2Yt68eTL1OnXqJGbPnq36oPRIo4HQhYWFOHXqFMLDw2XK/fz8cOzYMYXbpKSkwM/PT6bM398f8fHxKCoqgpmZGRISEuDj44MPP/wQO3fuRNOmTTFy5EjMmDFD6dzrBQUFKCgokD4vLS3F3bt30aRJE0gkEk0Oi4iqgBACDx48gKOjI+rU0fzOyCdPnqCwsFCt/Tz7GWBhYQELCwuZMm0+zwBg3bp1uHLlCjZu3IgFCxZocATVH88BRKStmnAOUOfzLCUlBaGhoXJ1yhciVSQ3NxcA0LhxY2lZ9+7dkZCQgHfffReOjo44ePAg/vrrL3z55ZdK29E3jUJDTk4OSkpKYGdnJ1NuZ2eH7OxshdtkZ2crrF9cXIycnBw4ODjg6tWr2L9/P0aNGoVdu3bh0qVL+PDDD1FcXIyPP/5YYbvR0dGYO3euJt0nIiNw48YNtGjRQqNtnjx5gpYt6+Hff0srrFu/fn3k5+fLlEVGRiIqKkqmTJvPs0uXLiE8PByHDx+GqWntm3yO5wAiqiytzwFWrvgXij9nnqbPc4A6n2fK6ihrUwiBsLAwdO/eHW3btpWWL126FEFBQWjRogVMTU1Rp04drFmzBt27d1d5/Pqk1Vnv2QSnKNVVVP/p8tLSUjRr1gxff/01TExM4OXlhVu3buGzzz5TesKIiIhAWFiY9Hlubi5atmyJGzduwNraWpvDIqJK+Cz9TZWvFzwsxmf/2Y8GDRpo3HZhYSH+/bcUB080Q/36yj9r8vMFena+Lfc58Ow3TE9T9/OspKQEI0eOxNy5c+VWra5teA4gomdl2Kh+PR956A4n7c8ByMYR3EB9KH9/5yMP3fOd9HIOUFX/2XJN2pwwYQLOnTuHI0eOyJQvXboUx48fR0JCApydnXHo0CGEhITAwcEBvXv3Vto/fdIoNNja2sLExEQuLd2+fVsuVZWzt7dXWN/U1BRNmjQBADg4OMDMzEzmMrSHhweys7NRWFgIc3NzuXYVXWoCAGtra54wiKrAJ+cHyDy3rG+m1naVuXWkfn0J6jdQdVm77EqEOp8Dmn6ePXjwAKmpqThz5gwmTJhQtrfSUgghYGpqisTERLz66quaHVA1w3MAEZW7+sxHubpRoFLnAFijgYrQUE4f5wBAvc8zZXUUtfnRRx8hISEBhw4dkrn68vjxY8ycORM7duxA//79AQAvvvgi0tLSsHjxYoOFBo1uKjM3N4eXlxeSkpJkypOSktC1a1eF2/j4+MjVT0xMhLe3N8zMyv7I6NatGy5fvozS0v/devDXX3/BwcFB4cmCiKrWJ+cHyD2qO00/z6ytrfH7778jLS1N+ggODkbr1q2RlpZWK9aK4DmAqHZylMg/qjt9fZ4pq/N0m0IITJgwAdu3b8f+/fvh6uoqU7+oqAhFRUVyYz9MTExkPiermsa3J4WFhSEwMBDe3t7w8fHB119/jczMTAQHBwMou2R88+ZNbNiwAQAQHByMZcuWISwsDEFBQUhJSUF8fDw2bdokbfODDz7AV199hUmTJuGjjz7CpUuXsHDhQkycOFFHh0lEmqgJoUAdmnye1alTR+Z+UwBo1qwZLC0t5cprMp4DiGq+mhAK1KGPz7NJkybhlVdeQUxMDAYNGoSdO3di7969Mrcfffjhh/j++++xc+dONGjQQHplwsbGBlZWVrC2tkaPHj0wbdo0WFlZwdnZGcnJydiwYQOWLFlShT8hWRqHhuHDh+POnTuYN28esrKy0LZtW+zatQvOzs4AgKysLGRmZkrru7q6YteuXQgNDcXy5cvh6OiIpUuX4o033pDWcXJyQmJiIkJDQ/Hiiy+iefPmmDRpEmbMmKGDQySiitSWkPAsTT/PiOcAopqotoSEZ+nj86xr167YvHkzZs+ejTlz5qBVq1bYsmWLzNXo8kXaevbsKdOfdevWYcyYMQCAzZs3IyIiAqNGjcLdu3fh7OyMTz75RBpoDEEiykdwVHN5eXmwsbFBbm4u72clUqHnvqnoY/9nle+3ryQV3m3+0eo9Wv7+Tj1vp3JMQ/6DUq33QdUbzwFE6tFVQDhScRUZD5CHDtDuPVr+/k5DrsoxDZXZB1Ws9s0ZSFTLPBsS+thX3b6HWp+W/n/+g6rbLxERlamtVxFI9xgaiGqQnvumAoDBQkK5p8MCERFVDcnO//2/w2CDdYNqKIYGomrs2ZBgiIDwLAYGIqKq8XRIINI3hgaiakTTkPDsH/Bb8zrppV/K9kdERLrDkECGxNBAZKTKAwKgfUioSgwMRES6w4BAxoahgchIPBsSjDkgPM1Y+kFEVJ0xJJCxY2ggMoCnAwJQdSFhqPXpSt2ixIBARFR5DAhUHTE0EFUBRSGhIvr6A51/+BMRVS0JPi/7n51TDNsRokpgaCDSsWcDAmDYkEBERFVHGhCIahiGBqJKYkggIqq9GBKotmBoINIQQwIRUe1VXUJC1o9c4I10i6GBSAVFAQFgSCAiqg2qS0AgqgoMDURP0TYkMCAQEVV/DAlEyjE0UK3FqwgEAHFxcfjss8+QlZWFNm3aIDY2Fr6+vkrrJycnIywsDOfPn4ejoyOmT5+O4ODgKuwxEekCAwKRZhgaqNZgSKBnbdmyBZMnT0ZcXBy6deuGVatWoV+/frhw4QJatmwpVz8jIwMBAQEICgrCxo0bcfToUYSEhKBp06Z44403DHAERKQuhgSiymFooBqLIYEqsmTJEowbNw7jx48HAMTGxmLPnj1YsWIFoqOj5eqvXLkSLVu2RGxsLADAw8MDqampWLx4MUMDkZHpDskzJYsN0g8Zgz7nWg1UbTE0UI2gLCAADAmkWGFhIU6dOoXw8HCZcj8/Pxw7dkzhNikpKfDz85Mp8/f3R3x8PIqKimBmZqa3/hKRcvIBQV43TMVRYwgORNVUHUN3gEgbPfdNlXk8rY/9nzIPRYZan5Z5UM2Sl5cn8ygoKJCrk5OTg5KSEtjZ2cmU29nZITs7W2G72dnZCusXFxcjJydHdwdARCp1h0TmQaStuLg4uLq6wtLSEl5eXjh8+LDK+snJyfDy8oKlpSXc3NywcuVKuTrbtm2Dp6cnLCws4OnpiR07dsi8Hh0djZdeegkNGjRAs2bNMHjwYFy8eFHpPt9//31IJBLpVW5D4ZUGMnqqriIAvJJQm/z4oD0shfJv85/kFwFIhJOTk0x5ZGQkoqKiFG4jkcj+wSGEkCurqL6iciLSDYYC0hd9jGtLSUnB8OHDMX/+fAwZMgQ7duzAsGHDcOTIEXTu3BlAWfD48MMP8dJLL6G4uBizZs2Cn58fLly4gHr16sns88cff8SJEyfg6Oio/x9IBRgayOjwViOqrBs3bsDa2lr63MLCQq6Ora0tTExM5K4q3L59W+5qQjl7e3uF9U1NTdGkSRMd9JyIGBKoquhjXFtsbCz69OmDiIgIAEBERASSk5MRGxuLTZs2AQB2794t0+66devQrFkznDp1Cq+88oq0/ObNm5gwYQL27NmD/v376/z4NcXQQAbFqwikD9bW1jKhQRFzc3N4eXkhKSkJQ4YMkZYnJSVh0KBBCrfx8fHBTz/9JFOWmJgIb29vjmcg0gIDAulDXl6ezHMLCwu5L4/0Na4tJSUFoaGhcnVU3VqUm5sLAGjcuLG0rLS0FIGBgZg2bRratGmjdNuqxNBAVYohgYxJWFgYAgMD4e3tDR8fH3z99dfIzMyUrrsQERGBmzdvYsOGDQCA4OBgLFu2DGFhYQgKCkJKSgri4+Ol3x4RkWoMCVQZ/lA9GLf0//+rzi2q+hjX5uDgoLSOsjaFEAgLC0P37t3Rtm1baXlMTAxMTU0xceJEZYdb5bQaCK3rQSPr16+HRCKRezx58kSb7pERUTVgGeCgZTKs4cOHIzY2FvPmzUOHDh1w6NAh7Nq1C87OzgCArKwsZGZmSuu7urpi165dOHjwIDp06ID58+dj6dKltW66VZ4DSF3GNmC5G1R/cUU1w40bN5Cbmyt9lN8qpIg+xrVp0uaECRNw7tw5mS+fTp06hS+//FL62WgsNL7SoK/FkKytreVGjltaWmpxSGQoFV1FAHglgYxPSEgIQkJCFL62fv16ubIePXrg9Ona+zvKcwApVSxBd96/QEZAnVtU9TWuTVkdRW1+9NFHSEhIwKFDh9CiRQtp+eHDh3H79m2Zz9SSkhJMmTIFsbGxuHbtmspj0xeN3976WgxJIpHA3t5ey8MgQ9DFrUYAQwJRdcJzAEkVG883oESa0te4Nh8fHyQlJcmMa0hMTETXrl2lz4UQ+Oijj7Bjxw4cPHgQrq6uMm0GBgaid+/eMmX+/v4IDAzE2LFjtTtgHdAoNOhzMaT8/Hw4OzujpKREetm/Y8eOSvtSUFAgM/f6s4NeSLd0dRUBYEggqq54DqjFGBCoBtLHuLZJkybhlVdeQUxMDAYNGoSdO3di7969OHLkiLTOhx9+iO+//x47d+5EgwYNpFcmbGxsYGVlhSZNmsjNyGdmZgZ7e3u0bt1a3z8WpTQKDfoaNOLu7o7169ejXbt2yMvLw5dffolu3brh7NmzeP755xW2Gx0djblz52rSfdIAbzUiomfxHFCLaBkSjhSDtyhRtTF8+HDcuXMH8+bNQ1ZWFtq2bavWuLbQ0FAsX74cjo6OcuPaunbtis2bN2P27NmYM2cOWrVqhS1btkjXaACAFStWAAB69uwp059169ZhzJgx+jvgStLqra3rQSNdunRBly5dpK9369YNnTp1wldffYWlS5cqbDMiIgJhYWHS53l5eXKj5Ul9DAlEpC6eA2ogXkmgWkof49qGDh2KoUOHKn29/DNQE4Yax/A0jUJDVS2GVKdOHbz00ku4dOmS0r4omnOX1MNbjYhIGzwH1BAMCIY16HNg5xRD94Jqkfz8fJSWlsqUVTRQXBGNQkNVLYYkhEBaWhratWunSfdICYYEItIFngOqKYYEGd0wFUex2NDdINKrjIwMTJgwAQcPHpSZvrr8ynBJSYnGbWp8e5I+Bo3MnTsXXbp0wfPPP4+8vDwsXboUaWlpWL58ucYHVNupExAAhgQi0g7PAUbOCAICxzUQGd6oUaMAAGvXroWdnZ1O1nvQ+G2tj0Ej9+/fx3vvvYfs7GzY2NigY8eOOHToEF5++eVKH2BNp8urCABDAhGpxnOAkTGCkEBExufcuXM4deqUTmdbkghtRmMYoby8PNjY2CA3N1er+7SqA15FoOos/0EpvNv8o9V7tPz9Pfu4HyzrK76lBQCe5BdhQZfEGvU58PDhQyQnJyMzMxOFhYUyr02cONFAvTI+teEcUJ0CgrFfaTD47UlVNKbBYbD+2j5ScRUZD5CHDtDuPVr+/rZDLupA+balyMM/Wu6jpunVqxdmzZolt95DZRj527p2Y0ggqt3OnDmDgIAAPHr0CA8fPkTjxo2Rk5ODunXrolmzZgwNNV01CglEZFzWrFmD4OBg3Lx5E23btpUbQ/biiy9q3CZDgxFhSCCip4WGhuK1117DihUr0LBhQxw/fhxmZmZ4++23MWnSJEN3j3TN5/9DwmHDdkMXOK6ByLD+/fdfXLlyRWYFaYlEUrUDoUk3dB0QAIYEopomLS0Nq1atgomJCUxMTFBQUAA3NzcsWrQIo0ePxuuvv27oLpK2fHgVgYj0591330XHjh2xadMmww2EJu0wJBCRpszMzKQf9HZ2dsjMzISHhwdsbGxkBhtTNcCQYFQ47SrVdNevX0dCQgKee+45nbXJ0KAHDAhEpAsdO3ZEamoqXnjhBfTq1Qsff/wxcnJy8O2333INA2NW2YDgixpxixIRGc6rr76Ks2fPMjQYG4YEoprv3r17mDhxIhISEgAAAwcOxFdffYWGDRuqtf3777+Pr7/+Gl988QUmT56s1jYLFy7EgwcPAADz58/H6NGj8cEHH+C5557DunXrtDkM0gdeRVCI4xqIDOe1115DaGgofv/9d7Rr105uIPTAgQM1bpNvZy3oem0EgCGByNiNHDkSf//9N3bv3g0AeO+99xAYGCi32rEiP/74I06cOAFHR0e19yeEgI2NDerWrYvi4mI0bdoUu3bt0rr/pEMMCURk5MoX3Jw3b57caxwIrScMCESUnp6O3bt34/jx4+jcuTMAYPXq1fDx8cHFixdVLp5z8+ZNTJgwAXv27EH//v3V2t+1a9cwaNAg/PHHHwAAJycnbN++HZ06dar8wZBmGBCIqBoqLS3VeZsMDc+oKCRoGhAAhgSi6i4lJQU2NjbSwAAAXbp0gY2NDY4dO6Y0NJSWliIwMBDTpk1DmzZt1N7fjBkz8OTJE3z77bewtLTEZ599huDgYPz222+VPhaqgLGEBI5rIB3I+lG/C7xR7VKrQwMDAlHNlJeXJ/PcwsICFhYWWreXnZ2NZs2ayZU3a9YM2dnZSreLiYmBqampxouwHT58GJs2bUKPHj0AAC+//DKcnZ3x+PFjWFlZadZ5Us5YAgIRUTVQq0JDz31TZYJAH/vKt8mQQFR1DvzzAkzzlf/xX/ywAEAinJycZMojIyMRFRUlVz8qKgpz585Vuc+TJ08CgMI5rssXyVHk1KlT+PLLL3H69GmN58fOzs6Gu7u79HmLFi1gZWWFf/75By4uLhq1RU9hSKhyHAytxKDPgZ1TDN0LIo3U2Ley9/gleOAsQUHLQgCAS4t/tbpyUI7hgKj6uHHjBqytraXPlV1lmDBhAkaMGKGyLRcXF5w7dw7//POP3Gv//vsv7OzsFG53+PBh3L59Gy1btpSWlZSUYMqUKYiNjcW1a9eU7lMikaBOnToyZXXq1IEQQmVf6Sk1ISDwFiUiMiJ1Kq5SvbzW/3NpYCjn0uJfjdoYan1a7kFE1Ye1tbXMQ1losLW1hbu7u8qHpaUlfHx8kJubKzOm4MSJE8jNzUXXrl0Vth0YGIhz584hLS1N+nB0dMS0adOwZ88elf0XQuCFF15A48aNpY/8/Hx07NhRpowU+I9NzQgMpHfdoN506VSzxcXFwdXVFZaWlvDy8sLhw6qTenJyMry8vGBpaQk3NzesXLlSrs62bdvg6ekJCwsLeHp6YseOHTKvR0dH46WXXkKDBg3QrFkzDB48GBcvXpSpI4RAVFQUHB0dYWVlhZ49e+L8+fMVHk9iYiKKiorUOHLN1bgrDXmuFjD5//8vv8qgCIMAEanLw8MDffv2RVBQEFatWgWgbMrVAQMGyAyCdnd3R3R0NIYMGYImTZqgSZMmMu2YmZnB3t5e5WxLALgGAxFRFdiyZQsmT56MuLg4dOvWDatWrUK/fv1w4cIFmavE5TIyMhAQEICgoCBs3LgRR48eRUhICJo2bYo33ngDQNnEGcOHD8f8+fMxZMgQ7NixA8OGDcORI0ekk2kkJyfjww8/xEsvvYTi4mLMmjULfn5+uHDhAurVqwcAWLRoEZYsWYL169fjhRdewIIFC9CnTx9cvHgRDRo0UHpMwcHBuHv3Lvz9/TFo0CAEBASovZ5QRSSihlzvzsvLg42NDToEfoJHz5cNFCxoWSi9ylB+axLDApFhONj8CRsbG+Tm5srcOqSO8vd3t50TYFpP9ZiGo4OWabWPity9e1ducbdly5bJfBhLJBKsW7cOY8aMUdiGi4sLJk+erPbibqS+8t+RXG/AuiZ9HVYDbk8y5jENR7HYcDuvojEN+po96YiG9W1z8yp9DrBDLupA+balyMM/UH8fnTt3RqdOnbBixQppmYeHBwYPHozo6Gi5+jNmzEBCQgLS09OlZcHBwTh79ixSUlIAAMOHD0deXh5+/fVXaZ2+ffuiUaNG2LRpk8J+/Pvvv2jWrBmSk5PxyiuvQAgBR0dHTJ48GTNmzAAAFBQUwM7ODjExMXj//fdVHte5c+eQkJCAhIQEnDt3Dt26dcOgQYMwcODASo2Lq3G3Jz1wKrssregqAwMDUdVr7XQLrZ1uGboblda4cWNs3LgReXl5yMvLw8aNG+W+vRFCKA0MQNn6CwwMpBFfQ3eg8o4UG7oHZEhuouxhbAoLC3Hq1Cn4+fnJlPv5+eHYsWMKt0lJSZGr7+/vj9TUVOktQcrqKGsTAHJzcwFAettpRkYGsrOzZdqxsLBAjx49VLZT7sUXX8Ts2bPx22+/4erVq3jzzTexe/dueHh4oH379vj444+RmppaYTvPMuL8r72nBz8D2k2dSkSVVxPCgiG4ubmpVe/q1at67gkRkfYMFRbUmXY7JycHJSUlcpNZ2NnZKZ1KOzs7W2H94uJi5OTkwMHBQWkdZW0KIRAWFobu3bujbdu20v2Ub/dsO9evX1fYjjKOjo4IDg5GcHAwHj58iN27d2Pnzp3o27cvwsLCMHPmTLXbqpGhAZAPDLzKQFR1GBYq59q1a3B2dsbIkSMVrg9BRGTM9BUW/vkeQF0VFR4BGAm1p90G5KfTVjWVtrL6z5Zr0uaECRNw7tw5HDkif8OXpn2rSL169fDGG2/gjTfeQGlpKe7cuaPR9jUuNBQ6FaIOLOXKt+Z1YnAg0jOGBd3YvHkz1q1bhyVLlqBfv3549913ERAQIDcNKxGRMTGW25DUmXbb1tYWJiYmclcAbt++rXQqbXt7e4X1TU1NpRNfKKujqM2PPvoICQkJOHToEFq0aCGzH6DsioODg4NafdNUnTp10LRpU8220cmejVhStnvFlYio0hgYdGfYsGH49ddfcfnyZXh5eSE0NBQtWrRAeHg4Ll26ZOjuUVWrAeMaqOYzlsAAqDfttrm5Oby8vJCUlCRTnpSUpHQqbR8fH7n6iYmJ8Pb2hpmZmco6T7cphMCECROwfft27N+/H66urjL1XV1dYW9vL9NOYWEhkpOTlfatKtTY0HDtb83SExFpp6YMdDZGzZs3x6xZs3Dp0iVs2rQJJ06cgLu7O+7du2forhERATDegc7qCAsLw5o1a7B27Vqkp6cjNDQUmZmZCA4OBgBERETgnXfekdYPDg7G9evXERYWhvT0dKxduxbx8fGYOvV/a35MmjQJiYmJiImJwZ9//omYmBjs3btXZhKMDz/8EBs3bsT333+PBg0aIDs7G9nZ2Xj8+DGAstuSJk+ejIULF2LHjh34448/MGbMGNStWxcjR46smh+OAjXu9qRymi7oRkSaY1jQvydPnmDr1q1Yu3YtTpw4gTfffBN166q6qZeISP+6A7hVTcNCueHDh+POnTuYN28esrKy0LZtW+zatQvOzs4AgKysLGRmZkrru7q6YteuXQgNDcXy5cvh6OiIpUuXStdoAICuXbti8+bNmD17NubMmYNWrVphy5Yt0jUaAEineO3Zs6dMf56esnv69Ol4/PgxQkJCcO/ePXTu3BmJiYkq12jQN62uNOhj9bxymzdvhkQiweDBg7XpGhFVAV5d0L8TJ07gvffeg52dHZYsWYLXX38dN2/exObNm5WucF1VeA4gTXHa1Zrllqj+gaFcSEgIrl27hoKCApw6dQqvvPKK9LX169fj4MGDMvV79OiB06dPo6CgABkZGdKrEk8bOnQo/vzzTxQWFiI9PR2vv/66zOtCCIWPp6fslkgkiIqKQlZWFp48eYLk5GTp7ErqMDExwe3bt+XK79y5AxMTEwVbVEzj0FC+et6sWbNw5swZ+Pr6ol+/fjJJ7Gnlq+f5+vrizJkzmDlzJiZOnIht27bJ1b1+/TqmTp0KX1/d3cDJ6VaJdIdhoWq0adMGAwYMgJWVFQ4fPozTp09jwoQJaNSokaG7Vu3OATUGfyR60Q1TK65EUjUpLNR0ytZuLigogLm5uVZtanx70pIlSzBu3DiMHz8eABAbG4s9e/ZgxYoVClfPW7lyJVq2bInY2FgAZSvtpaamYvHixTKXc0pKSjBq1CjMnTsXhw8fxv3797U6oGclZbszOBDpAMNC1UlPT0e9evWwYcMGfPvtt0rr3b17twp7Vaa6nQOISDcYFqqHpUuXAii7UrFmzRrUr19f+lpJSQkOHToEd3ftJgnSKDSUr54XHh4uU67N6nnx8fEoKiqSjjafN28emjZtinHjxlV4qRsoS0oFBQXS588u5EFEusGwUPXWrVtn6C4oxHMAUe3DsFC9fPHFFwDKrjSsXLlS5lYkc3NzuLi4qLxFVBWNQoO+Vs87evQo4uPjkZaWpnZfoqOjMXfuXE26T0QaYmAwjNGjRxu6CwrxHEBUuzAwVD8ZGRkAgF69emH79u06va1Vq4HQulw978GDB3j77bexevVq2Nraqt2HiIgI5ObmSh83btyQvvb0zElP35q0Na+T2u0T1WYcu0CqGPs5gIgqh2MXqr8DBw7ofBycRlca9LF63vnz53Ht2jW89tpr0tdLS0vLOmdqiosXL6JVq1Zy7VpYWBh8BhGimoZBgVThOcDAfAFUfOcWkdYYFGqOkpISrF+/Hvv27cPt27eln6vl9u/fr3GbGl1p0Mfqee7u7vj999+RlpYmfQwcOBC9evVCWloanJycNDwkItIGAwNVhOcAqgxOu/qMQZ8bugcyGBhqlkmTJmHSpEkoKSlB27Zt0b59e5mHNjSePSksLAyBgYHw9vaGj48Pvv76a7nV827evIkNGzYAKFs9b9myZQgLC0NQUBBSUlIQHx+PTZs2AQAsLS3l5p1t2LAhAGg0H225lo45AGrZt09ElcCwoJ579+5h4sSJSEhIAAAMHDgQX331lfTzSpH8/HyEh4fjxx9/xJ07d+Di4oKJEyfigw8+qKJe656xnwOISDMMCzXT5s2b8d///hcBAQE6a1Pj0KCP1fOIyDAYGNQ3cuRI/P3339i9ezcA4L333kNgYCB++uknpduEhobiwIED2LhxI1xcXJCYmIiQkBA4Ojpi0KBBSrfz8fHB4MGDMXDgQHh4eOj8WCqD5wCimoOBoeYyNzfHc889p9M2JULZ6g/VTF5eHmxsbNBt5wSY1vvflYZn12gYan26qrtGZHQMERbK36O5ubmwtrbWattn39/PKn5YgKODlmm1D1XS09Ph6emJ48ePo3PnzgCA48ePw8fHB3/++Sdat26tcLu2bdti+PDhmDNnjrTMy8sLAQEBmD9/vtL9ffPNN0hISEBiYiIcHBwwaNAgDBw4EN27d1c54Lg2k/5+eQPWGn8dVo1U8zEN3Y3w3+YoFhtu5zun6H0XDoPlywwRFnRxDsD3uUBdFds+ygNGarePmubzzz/H1atXsWzZMp2dN4zw7UtE+lJbriw8O2d/ZQfNpqSkwMbGRhoYAKBLly6wsbHBsWPHlIaG7t27IyEhAe+++y4cHR1x8OBB/PXXX/jyyy9V7m/06NEYPXo0CgoKsG/fPuzcuRPDhw9HUVER+vfvj0GDBsHf3x9169bV+piomuJgaKoEXlmoPY4cOYIDBw7g119/RZs2baRr4pTbvn27xm0yNBDVEjUhMGTeskUdK0ulr5c+fgIAcoNnIyMjERUVpfV+s7Oz0axZM7nyZs2aKV2fAChbmTMoKAgtWrSAqakp6tSpgzVr1qB79+5q7dfCwgIBAQEICAjAqlWrcOLECSQkJODjjz/GqFGj8OqrryIiIgLdunXT+tiIqHZgYKhdGjZsiCFDhui0zRodGp69NYmoNqoJYUFTN27ckLk0rewqQ1RUVIULhJ08eRKA/FoDQMXrEyxduhTHjx9HQkICnJ2dcejQIYSEhMDBwQG9e/dW51BkdO7cGZ07d8Ynn3yCK1euICEhAVlZWRq3Q0S1B8NC7bRu3Tqdt1mjQwNRbVcbAwMAWFtbq3U/64QJEzBixAiVdVxcXHDu3Dn8888/cq/9+++/StcnePz4MWbOnIkdO3agf//+AIAXX3wRaWlpWLx4sVah4WmtWrVCaGhopdogoppNKJ9vgWqB4uJiHDx4EFeuXMHIkSPRoEED3Lp1C9bW1qhfv77G7TE0ENVAtTUsaMrW1latVYh9fHyQm5uL3377DS+//DIA4MSJE8jNzVW6PkFRURGKiopQp47scjgmJiZyi+wQ1RZHio1vMHQ3TDXsYGg9YFig69evo2/fvsjMzERBQQH69OmDBg0aYNGiRXjy5AlWrlypcZsaLe5GRMattdMtBgY98PDwQN++fREUFITjx4/j+PHjCAoKwoABA2QGQbu7u2PHjh0Ayq529OjRA9OmTcPBgweRkZGB9evXY8OGDTq/z5SICCgLCwwMBJQt7ubt7Y179+7ByspKWj5kyBDs27dPqzaNLO8TkbYYFvTru+++w8SJE+Hn5wegbHG3ZcuWydS5ePEicnNzpc83b96MiIgIjBo1Cnfv3oWzszM++eQT6UJoRES6wrBATzty5AiOHj0Kc3NzmXJnZ2fcvHlTqzYZGoiqOYaFqtG4cWNs3LhRZZ1nl72xt7fXyWC0wsJCZGRkoFWrVjA15cd2rcdpV+kpDAukSGlpKUpKSuTK//77bzRo0ECrNnl7ElE1xsBQsz169Ajjxo1D3bp10aZNG+lKyxMnTsSnn35q4N4RkaExMFReXFwcXF1dYWlpCS8vLxw+rDqRJycnw8vLC5aWlnBzc1M4NmDbtm3w9PSEhYUFPD09pbetljt06BBee+01ODo6QiKR4Mcff1S4r/T0dAwcOBA2NjZo0KABunTpIj0PVKRPnz6IjY2VPpdIJMjPz0dkZCQCAgLUauNZDA1E1RDHLtQOEREROHv2LA4ePAhLy/+tT9G7d29s2bLFgD0jIkPi2AXd2LJlCyZPnoxZs2bhzJkz8PX1Rb9+/ZT+YZ6RkYGAgAD4+vrizJkzmDlzJiZOnIht27ZJ66SkpGD48OEIDAzE2bNnERgYiGHDhuHEiRPSOg8fPkT79u3lbnF92pUrV9C9e3e4u7vj4MGDOHv2LObMmSNzLlDliy++QHJyMjw9PfHkyROMHDkSLi4uuHnzJmJiYtT8CcnidW6iaoRBoXb58ccfsWXLFnTp0kVmPQhPT09cuXLFgD0jIkNgUNCtJUuWYNy4cRg/fjwAIDY2Fnv27MGKFSsQHR0tV3/lypVo2bKl9Bt8Dw8PpKamYvHixXjjjTekbfTp0wcREREAyr78SU5ORmxsLDZt2gQA6NevH/r166eyb7NmzUJAQAAWLVokLXNzc1P72BwdHZGWloZNmzbh9OnTKC0txbhx4zBq1CiZgdGa4JUGomqCgaH2+ffffxWuRP3w4UOVi8oRUc3DwKC+vLw8mUdBQYFcncLCQpw6dUo6uUU5Pz8/HDt2TGG7KSkpcvX9/f2RmpqKoqIilXWUtalIaWkpfvnlF7zwwgvw9/dHs2bN0LlzZ6W3MSljZWWFd999F8uWLUNcXBzGjx+vdWAAavCVBq4GTTUFw0Lt9dJLL+GXX37BRx99BOB/q1KvXr0aPj4+huwaEVURhoWn9P8KsFZxe07eEwCAk5OTTHFkZCSioqJkynJyclBSUiK3QKednR2ys7MVNp+dna2wfnFxMXJycuDg4KC0jrI2Fbl9+zby8/Px6aefYsGCBYiJicHu3bvx+uuv48CBA+jRo4da7dy8eRNHjx7F7du35dYHmjhxotr9KVdjQwNRdcewQNHR0ejbty8uXLiA4uJifPnllzh//jxSUlKQnJxs6O4RkR4xLGjvxo0bsLa2lj63sLBQWvfZq7ZCCJVXchXVf7Zc0zafVf4H/qBBgxAaGgoA6NChA44dO4aVK1eqFRrWrVuH4OBgmJubo0mTJnL90yY08PYkIiPEwEAA0LVrVxw9ehSPHj1Cq1atkJiYCDs7O6SkpMDLy8vQ3SND8jV0B0ifGBgqx9raWuahKDTY2trCxMRE7grA7du35a4UlLO3t1dY39TUFE2aNFFZR1mbitja2sLU1BSenp4y5R4eHmrPnvTxxx/j448/Rm5uLq5du4aMjAzp4+rVq2r35Wm80kBkRBgW6Fnt2rXDN998Y+huEFEVYFioOubm5vDy8kJSUhKGDBkiLU9KSsKgQYr/IXx8fPDTTz/JlCUmJsLb2xtmZmbSOklJSdIrBOV1unbtqlHfXnrpJVy8eFGm/K+//oKzs7NabTx69AgjRoxAnTq6uz7AKw1ERoKBgZ61a9cu7NmzR658z549+PXXXw3QI6LKO1Js6B4YJwaGqhcWFoY1a9Zg7dq1SE9PR2hoKDIzMxEcHAygbOajd955R1o/ODgY169fR1hYGNLT07F27VrEx8dj6tSp0jqTJk1CYmIiYmJi8OeffyImJgZ79+7F5MmTpXXy8/ORlpaGtLQ0AGVTuaalpclcRZg2bRq2bNmC1atX4/Lly1i2bBl++uknhISEqHVs48aNww8//FCJn448XmkgMjCGBVImPDxc4SJuQgiEh4dXOGUfERk/hgXDGT58OO7cuYN58+YhKysLbdu2xa5du6Tf5mdlZcn8Ie/q6opdu3YhNDQUy5cvh6OjI5YuXSqdbhUou6108+bNmD17NubMmYNWrVphy5Yt6Ny5s7ROamoqevXqJX0eFhYGABg9ejTWr18PABgyZAhWrlyJ6OhoTJw4Ea1bt8a2bdvQvXt3tY4tOjoaAwYMwO7du9GuXTvplZByS5Ys0eyHhRoaGjhzElUHDAtUkUuXLsnd0woA7u7uuHz5sgF6RES6IjAFYGAwuJCQEKXf3pf/Af+0Hj164PTp0yrbHDp0KIYOHar09Z49e0oHUKvy7rvv4t13362wniILFy7Enj170Lp1awCqB2qrq0aGBiJjx8BA6rCxscHVq1fh4uIiU3758mXUq1fPMJ0iokoTmGLoLlANt2TJEqxduxZjxozRWZsc00BUhVo73WJgILUNHDgQkydPlln9+fLly5gyZQoGDhxowJ4RkTYEpjAwUJWwsLBAt27ddNomQwNRFWFYIE199tlnqFevHtzd3eHq6gpXV1d4eHigSZMmWLx4saG7R0QaYFigqjRp0iR89dVXOm1Tq9AQFxcHV1dXWFpawsvLC4cPH1ZZPzk5GV5eXrC0tISbmxtWrlwp8/r27dvh7e2Nhg0bol69eujQoQO+/fZbbbpGZHR4daFm+OSTT9C1a1fUrVsXDRs2rLB+UVERZsyYgXbt2qFevXpwdHTEO++8g1u31P9dsLGxwbFjx/DLL78gJCQEU6ZMwb59+7B//361+qAvPAcQqY9XF8gQfvvtN3zzzTdwc3PDa6+9htdff13moQ2NxzRs2bIFkydPRlxcHLp164ZVq1ahX79+uHDhAlq2bClXPyMjAwEBAQgKCsLGjRtx9OhRhISEoGnTptLR5o0bN8asWbPg7u4Oc3Nz/Pzzzxg7diyaNWsGf39/rQ6MyNAYFGqWwsJCvPnmm/Dx8UF8fHyF9R89eoTTp09jzpw5aN++Pe7du4fJkydj4MCBSE1NVXu/EokEfn5+8PPzq0z3dYbnACL1MCiQITVs2FDrcKCMRKgzfPspnTt3RqdOnbBixQppmYeHBwYPHozo6Gi5+jNmzEBCQgLS09OlZcHBwTh79ixSUlKU7qdTp07o378/5s+fr1a/8vLyYGNjg9nH/WBZ30xpvaHWqke8E+kCA4O88vdobm4urK2ttdrWaUUU6lhZKq1X+vgJbnwQpdU+1LV+/XpMnjwZ9+/f13jbkydP4uWXX8b169cV/oGtyMOHD5GcnIzMzEwUFhbKvDZx4kSN+1BZxn4OyPUGrGvTFB+qL/IYre5G9m90FLq93Y+BQZ4uzgHIXQBYKz8HIO8JYDNbr+eA2kyjt21hYSFOnTqF8PBwmXI/Pz8cO3ZM4TYpKSly35D5+/sjPj4eRUVFcvPGCiGwf/9+XLx4ETExMUr7UlBQgIKCAunzvLw8TQ6FSC8YFozDs58HFhYWsLCwMFBv/ic3NxcSiUTtW4vOnDmDgIAAPHr0CA8fPkTjxo2Rk5ODunXrolmzZlUeGngOIFKNYYGMSXFxMQ4ePIgrV65g5MiRaNCgAW7dugVra2vUr19f4/Y0GtOQk5ODkpIS2NnZyZTb2dkhOztb4TbZ2dkK6xcXFyMnJ0dalpubi/r168Pc3Bz9+/fHV199hT59+ijtS3R0NGxsbKQPJycnTQ6FSOcYGPTP/IY5LDKVP8xvmAMAnJycZD4fFH0DXtWePHmC8PBwjBw5Uu1vwEJDQ/Haa6/h7t27sLKywvHjx3H9+nV4eXkZZCA0zwFEyjEwkDG5fv062rVrh0GDBuHDDz/Ev//+CwBYtGiRzArWmtBqIPSzi0IIIVQuFKGo/rPlDRo0QFpaGk6ePIlPPvkEYWFhOHjwoNI2IyIikJubK33cuHFDiyMhqjwOdDY+N27ckPl8iIiIUFgvKioKEolE5UOT8QfKFBUVYcSIESgtLUVcXJza26WlpWHKlCkwMTGBiYkJCgoK4OTkhEWLFmHmzJmV7pe2eA4g+h8OdCZjNGnSJHh7e+PevXuwsrKSlg8ZMgT79u3Tqk2Nbk+ytbWFiYmJ3DdKt2/flvsmqZy9vb3C+qampmjSpIm0rE6dOnjuuecAAB06dEB6ejqio6PRs2dPhe0ay+0GVHsxKBgva2trtb7NnzBhAkaMGKGyzrMLq2mqqKgIw4YNQ0ZGBvbv36/RfbZmZmbSP6zt7OyQmZkJDw8P2NjYIDMzs1L90gbPAUT/w6BAxuzIkSM4evQozM3NZcqdnZ1x8+ZNrdrUKDSYm5vDy8sLSUlJGDJkiLQ8KSkJgwYpXgvdx8cHP/30k0xZYmIivL295e5lfZoQQuZ+VSJjwsBQM9ja2sLW1lZv7ZcHhkuXLuHAgQMyfySro2PHjkhNTcULL7yAXr164eOPP0ZOTg6+/fZbtGvXTk+9Vo7nAKIyDAxk7EpLS1FSUiJX/vfff6NBgwZatanx7UlhYWFYs2YN1q5di/T0dISGhiIzMxPBwcEAyi4Zv/POO9L6wcHBuH79OsLCwpCeno61a9ciPj5e5n6q6OhoJCUl4erVq/jzzz+xZMkSbNiwAW+//bZWB0WkL7wVqfbKzMxEWloaMjMzUVJSgrS0NKSlpSE/P19ax93dHTt27ABQNgBt6NChSE1NxXfffYeSkhJkZ2cjOztbbhYkZRYuXAgHBwcAwPz589GkSRN88MEHuH37Nr7++mvdH6QaeA6g2oy3IlF10adPH8TGxkqfSyQS5OfnIzIyEgEBAVq1qfGkZ8OHD8edO3cwb948ZGVloW3btti1axecnZ0BAFlZWTKXzV1dXbFr1y6EhoZi+fLlcHR0xNKlS6XzcwNlUwqGhITg77//hpWVFdzd3bFx40YMHz5cq4NSZWteJ067SlphWKjdPv74Y3zzzTfS5x07dgQAHDhwQHoLzcWLF5Gbmwug7NuchIQEAGW32zzt6W2UEUKgadOmaNOmDQCgadOm2LVrlw6OpHKq+zmASFsMC1SdfPHFF+jVqxc8PT3x5MkTjBw5EpcuXYKtrS02bdqkVZsar9NgrNRdp6EcgwOpi2FBN3QxR3ermQthYql8ju6SJ09wZeHMGjFHd2lpKSwtLXH+/Hk8//zzhu6O0eM6DdVLdVqngWFBN7hOQ9V7/PgxNm/ejFOnTqG0tBSdOnXCqFGjZAZGa8LI3rZVZ2teJwAMD6QcwwIZUp06dfD888/jzp07DA1EBsCwQNWdlZUVxo4di7Fjx+qkPa2mXK1JysMD0dMYGMgYLFq0CNOmTcMff/xh6K4Q1SoMDFTdRUdHY+3atXLla9euVblwpiq19krD03jVgcoxLJAxefvtt/Ho0SO0b98e5ubmcpeU7969a6CeEdVMDAtUU6xatQrff/+9XHmbNm0wYsQIzJgxQ+M2a/2VhqdtzevEKw+1GAMDGZsvvvgCX3/9NdauXYuVK1fiiy++kHkQkW50w1QGhloqLi4Orq6usLS0hJeXFw4fVj1QKDk5GV5eXrC0tISbmxtWrlwpV2fbtm3w9PSEhYUFPD09pbPqlTt06BBee+01ODo6QiKR4Mcff5R5vaioCDNmzEC7du1Qr149ODo64p133sGtW+r/nZKdnS2dfe9pTZs2RVZWltrtPI1XGhTglYfahWGBjNWYMWMM3QWiGu8IasR8MKSFLVu2YPLkyYiLi0O3bt2watUq9OvXDxcuXEDLli3l6mdkZCAgIABBQUHYuHEjjh49ipCQEDRt2lQ6I1xKSgqGDx+O+fPnY8iQIdixYweGDRuGI0eOoHPnzgDKZoxr3749xo4dKzOTXLlHjx7h9OnTmDNnDtq3b4979+5h8uTJGDhwIFJTU9U6NicnJxw9ehSurq4y5UePHoWjo6OmPyoADA0qPX3VgQGi5mFYIGNnYmKCrKwsNGvWTKb8zp07aNasmcKFe6iW8UW1nUHJ0BgWaMmSJRg3bhzGjx8PAIiNjcWePXuwYsUKREdHy9VfuXIlWrZsKV3/wMPDA6mpqVi8eLH0j//Y2Fj06dMHERERAMrWrklOTkZsbKx0qtN+/fqhX79+SvtlY2ODpKQkmbKvvvoKL7/8MjIzMxUGmmeNHz8ekydPRlFREV599VUAwL59+zB9+nRMmaLdVTWGBjUxQNQsDAxUHSibEbugoADm5uZV3BuimoOBoWbLy8uTeW5hYQELCwuZssLCQpw6dQrh4eEy5X5+fjh27JjCdlNSUuDn5ydT5u/vj/j4eBQVFcHMzAwpKSkIDQ2Vq/P0QmvayM3NhUQiQcOGDdWqP336dNy9exchISHSBUUtLS0xY8YMaaDRFEODFnj7UvXFsEDVwdKlSwGUreC5Zs0a1K9fX/paSUkJDh06BHd3d0N1j6jaYlio3jpjtso/XIsBnEDZrTlPi4yMRFRUlExZTk4OSkpKYGdnJ1NuZ2eH7Oxshe1nZ2crrF9cXIycnBw4ODgoraOsTXU8efIE4eHhGDlypNrrT0gkEsTExGDOnDlIT0+HlZUVnn/+ebnwpAmGhkpQNGiaQcI4MSxQdVI+yFkIgZUrV8LExET6mrm5OVxcXBQOviMixRgWapcbN27I/HGt6g9liUQi81wIIVdWUf1nyzVtU5WioiKMGDECpaWliIuL03j7+vXr46WXXtJq389iaNCxZ4MEQ4ThMTBQdZORkQEA6NWrF7Zv345GjRoZuEdE1RcDQ+1jbW1d4Tfytra2MDExkbsCcPv2bbkrBeXs7e0V1jc1NUWTJk1U1lHWpipFRUUYNmwYMjIysH//fo1XuT558iR++OEHZGZmSm9RKrd9+3aN+8MpV/WsfBrXpx9UNVo73WJgoGrtwIEDDAxEWjoCwcBASpmbm8PLy0tuwHFSUhK6du2qcBsfHx+5+omJifD29oaZmZnKOsraVKY8MFy6dAl79+6VhhJ1bd68Gd26dcOFCxewY8cOFBUV4cKFC9i/fz9sbGw0aqscrzQYgKrgwCsTusGwQERUezEskDrCwsIQGBgIb29v+Pj44Ouvv0ZmZiaCg4MBlM18dPPmTWzYsAEAEBwcjGXLliEsLAxBQUFISUlBfHy8dFYkAJg0aRJeeeUVxMTEYNCgQdi5cyf27t2LI0eOSOvk5+fj8uXL0ucZGRlIS0tD48aN0bJlSxQXF2Po0KE4ffo0fv75Z5SUlEivXjRu3FitiTAWLlyIL774Ah9++CEaNGiAL7/8Eq6urnj//fcVrt+gDoYGI6PulQiGC8UYFoiIai+GBdLE8OHDcefOHcybNw9ZWVlo27Ytdu3aBWdnZwBAVlYWMjMzpfVdXV2xa9cuhIaGYvny5XB0dMTSpUtl1lro2rUrNm/ejNmzZ2POnDlo1aoVtmzZIl2jAQBSU1PRq1cv6fOwsDAAwOjRo7F+/Xr8/fffSEhIAAB06NBBps8HDhxAz549Kzy2K1euoH///gDKxnQ8fPgQEokEoaGhePXVVzF37lzNflhgaKi21AkXtSlYMCwQEdVeDAukrZCQEISEhCh8bf369XJlPXr0wOnTqv++Gjp0KIYOHar09Z49eyqdUhsAXFxcVL6ujsaNG+PBgwcAgObNm+OPP/5Au3btcP/+fTx69EirNjmmoQZTNJ6iJo6pYGCgqvDJJ5+ga9euqFu3rtrzZANAeno6Bg4cCBsbGzRo0ABdunSR+eaKiCqHgYFInq+vr3RsxbBhwzBp0iQEBQXhrbfewn/+8x+t2uSVhlpIWXCoblcmGBaoKhUWFuLNN9+Ej48P4uPj1drmypUr6N69O8aNG4e5c+fCxsYG6enpsLS0VGv73bt3o379+ujevTsAYPny5Vi9ejU8PT2xfPlyDpKmWo1hgUi5ZcuW4cmTJwDKxmaYmZnhyJEjeP311zFnzhyt2mRoIKnqtGgdAwNVtfL7PxVdrlZm1qxZCAgIwKJFi6Rlbm5uam8/bdo0xMTEAAB+//13TJkyBWFhYdi/fz/CwsKwbt06tdsiqkkYGIhUa9y4sfT/69Spg+nTp2P69OmVapOhgeQYc3hgWCB15OXlyTy3sLCo1CqY2igtLcUvv/yC6dOnw9/fH2fOnIGrqysiIiIwePBgtdrIyMiAp6cnAGDbtm0YMGAAFi5ciNOnTyMgIECPvScyTgwLRMo9e+5TRdM1HwCGBlLh6duYDB0gGBYIABrcEDAxV/5HQ0lh2WtOTk4y5ZGRkYiKitJn1+Tcvn0b+fn5+PTTT7FgwQLExMRg9+7deP3113HgwAH06NGjwjbMzc2lA9b27t2Ld955B0DZN0ianByIqjuGBaKKNWzYsMKVp8tXpy4pKdG4fYYGUsvWvE4GCw4MDKSpGzduyHyLouwqQ1RUVIXTzp08eRLe3t4a96G0tBQAMGjQIISGhgIomzrv2LFjWLlypVqhoXv37ggLC0O3bt3w22+/YcuWLQCAv/76Cy1atNC4T0TVEQMDkXoOHDig1/YZGkhtVR0cGBZIW9bW1mpdep0wYQJGjBihso6Li4tWfbC1tYWpqan09qJyHh4eMov8qLJs2TKEhIRg69atWLFiBZo3bw4A+PXXX9G3b1+t+kVUXTAsEGlGnS+jKoOhgTRSVcGBgYGqgq2tLWxtbfXStrm5OV566SVcvHhRpvyvv/6SLhxUkZYtW+Lnn3+WK//iiy900kciY8XAQFR59+7dQ3x8PNLT0yGRSODh4YGxY8fKDJLWhFbrNMTFxcHV1RWWlpbw8vLC4cOHVdZPTk6Gl5cXLC0t4ebmhpUrV8q8vnr1avj6+qJRo0Zo1KgRevfujd9++02brlE119rpFgMDGaXMzEykpaUhMzMTJSUlSEtLQ1paGvLz86V13N3dsWPHDunzadOmYcuWLVi9ejUuX76MZcuW4aefflK6kNCzTp8+jd9//136fOfOnRg8eDBmzpyJwsJC3R2chngOIH05AsHAQKQDycnJcHFxwdKlS3Hv3j3cvXsXS5cuhaurK5KTk7VqU+PQsGXLFkyePBmzZs3CmTNn4Ovri379+ildrCgjIwMBAQHw9fXFmTNnMHPmTEycOBHbtm2T1jl48CDeeustHDhwACkpKWjZsiX8/Pxw8+ZNrQ6K9EsfC8QxLJCx+/jjj9GxY0dERkYiPz8fHTt2RMeOHZGamiqtc/HiReTm5kqfDxkyBCtXrsSiRYvQrl07rFmzBtu2bZOuu1CR999/H3/99RcA4OrVqxgxYgTq1q2LH374odJT52mL5wDSB4YFIt368MMPMXz4cGRkZGD79u3Yvn279Dzy4YcfatWmRGi4TnXnzp3RqVMnrFixQlrm4eGBwYMHIzo6Wq7+jBkzkJCQgPT0dGlZcHAwzp49i5SUFIX7KCkpQaNGjbBs2TLpbCEVycvLg42NDWYf94NlfTNNDok0pOvbkxgWaofy92hubq7GU72Vb9sh8BOYmCtfGK2k8AnSvp2l1T6MkY2NDU6fPo1WrVohJiYG+/fvx549e3D06FGMGDECN27cqPI+Gfs5INcbsK5tN96qvtBjlLo/9W/EsFA76OIc0DkXMFWxaXEecMIGNeYcUBlWVlZIS0tD69atZcovXryIDh064PHjxxq3qdGVhsLCQpw6dQp+fn4y5X5+fjh27JjCbVJSUuTq+/v7IzU1FUVFRQq3efToEYqKilTec1VQUIC8vDyZB1UvvLpApJoQQjoL0969e6VrMzg5OSEnJ6fK+8NzAOnKkWJeXSDSp06dOsl8WVMuPT0dHTp00KpNjb6PycnJQUlJCezs7GTK7ezskJ2drXCb7OxshfWLi4uRk5MDBwcHuW3Cw8PRvHlz9O7dW2lfoqOjK5wqkYwXwwJRxby9vbFgwQL07t0bycnJ0m/3MzIy5D5XqwLPAaQzpgwLRPo0ceJETJo0CZcvX0aXLl0AAMePH8fy5cvx6aef4ty5c9K6L774olptanUR99mFI8oXitCkvqJyAFi0aBE2bdqEgwcPwtJS+W0IERERCAsLkz7Py8uTW9CJjA/DApH6YmNjMWrUKPz444+YNWsWnnvuOQDA1q1b0bVrV4P1i+cA0hrDAlGVeOuttwBA4fi3t956CxKJROOF3jQKDba2tjAxMZH7Run27dtKv/Wyt7dXWN/U1BRNmjSRKV+8eDEWLlyIvXv3Vph6LCwslC7YRLpX2XEMDAtEmnvxxRdlZk8q99lnn8HExKTK+8NzAGmNYYGoSmVkZOi8TY1Cg7m5Oby8vJCUlIQhQ4ZIy5OSkjBo0CCF2/j4+OCnn36SKUtMTIS3tzfMzP43YPmzzz7DggULsGfPHq1WXyXjxcBApL379+9j69atuHLlCqZNm4bGjRvjwoULsLOzky72VlV4DiCtMDAQVTl11wPShMa3J4WFhSEwMBDe3t7w8fHB119/jczMTAQHBwMou2R88+ZNbNiwAUDZLBnLli1DWFgYgoKCkJKSgvj4eGzatEna5qJFizBnzhx8//33cHFxkX4rVb9+fdSvX18Xx0kGwLBAVDnnzp3Df/7zHzRs2BDXrl1DUFAQGjdujB07duD69evSz9mqxHMAqY1hgcigLl68iK+++kq6uJu7uzs++ugjuRmV1KXxOg3Dhw9HbGws5s2bhw4dOuDQoUPYtWuXNNFkZWXJzNft6uqKXbt24eDBg+jQoQPmz5+PpUuX4o033pDWiYuLQ2FhIYYOHQoHBwfpY/HixVodFBkeAwNR5YWFhWHs2LG4dOmSzP39/fr1w6FDhwzSJ54DSC0MDFRN6HqxSgDYtm0bPD09YWFhAU9PT5lFP9Xdb35+PiZMmIAWLVrAysoKHh4eMlNdV2Tr1q1o27YtTp06hfbt2+PFF1/E6dOn0bZtW/zwww9qt/M0jddpMFZcp0G/1B3TwLBAynCdBs09vU5DgwYNcPbsWbi5ueH69eto3bo1njx5YuguGg2u02AkGBZICWNcp2HLli0IDAxEXFwcunXrhlWrVmHNmjW4cOECWrZsKVc/IyMDbdu2RVBQEN5//30cPXoUISEh2LRpk/SLkJSUFPj6+mL+/PkYMmQIduzYgY8//hhHjhxB586d1d5vUFAQDhw4gDVr1sDFxQWJiYkICQnBtm3blN4O+jQ3Nze8/fbbmDdvnkx5ZGQkvv32W1y9erXCNp7F0EBSlRnszLBAFWFo0JydnR12796Njh07yoSGxMREjBs3ziCLuxkrhgYDY1igChhjaNDHYpXDhw9HXl4efv31V2mdvn37olGjRtLbMtXZb9u2bTF8+HDMmTNHWsfLywsBAQGYP39+hcdWt25dnDt3TjrrXrlLly6hffv2ePToUYVtPEvj25OoZhlqfVr60BYDA5F+DBo0CPPmzZMugiaRSJCZmYnw8HCZ23uIDIqBgaohfS1WqaxOeZvq7rd79+5ISEjAzZs3IYTAgQMH8Ndff8Hf31+t4+vZs6fCW62OHDkCX19ftdp4Vm37PoZ0iGGBSL8WL16MgIAANGvWDI8fP0aPHj2QnZ0NHx8ffPLJJ4buHtV2DAtkpJ5dIV7RFM36WqxSWZ3yNtXd79KlSxEUFIQWLVrA1NQUderUwZo1a9C9e3c1fgLAwIEDMWPGDJw6dUpmcbcffvgBc+fORUJCgkxddTA0kFYYGIj0z9raGkeOHMH+/ftx+vRplJaWolOnTipXSiaqEgwMZACJxYB1sfLX84oBG0BuocfIyEhERUUp3EYfi1Wq02ZFdZYuXYrjx48jISEBzs7OOHToEEJCQuDg4KDWOSAkJARA2YDruLg4ha+V90Mvi7sRMSwQVY3i4mJYWloiLS0Nr776Kl599VVDd4mIYYGqhRs3bsiMaVC0EKS+FqtUVqe8TXX2+/jxY8ycORM7duxA//79AZQt9pmWlobFixerFRpKS0srrKMpjmkgtbR2usXAQLXWtWvXMG7cOLi6usLKygqtWrVCZGQkCgsLVW4nhEBUVBQcHR1hZWWFnj174vz582rt09TUFM7Ozmp/A0SkV6aCgYGqDWtra5mHotDw9GKVT0tKSkLXrl0Vtuvj4yNX/9nFKpXVKW9Tnf0WFRWhqKgIderI/pluYmJSqTBw//59rbcFeKWhxqvMAOdyDAtU2/35558oLS3FqlWr8Nxzz+GPP/5AUFAQHj58qHItgUWLFmHJkiVYv349XnjhBSxYsAB9+vTBxYsX0aBBgwr3O3v2bERERGDjxo1o3LixLg+JSH0MC1RD6WOxykmTJuGVV15BTEwMBg0ahJ07d2Lv3r04cuSI2vu1trZGjx49MG3aNFhZWcHZ2RnJycnYsGEDlixZotaxxcTEwMXFBcOHDwcAvPnmm9i2bRscHBywa9cutG/fXuOfF0NDDVbZwMCwQFSmb9++6Nu3r/S5m5sbLl68iBUrVigNDUIIxMbGYtasWXj99dcBAN988w3s7Ozw/fff4/33369wv0uXLsXly5fh6OgIZ2dn1KtXT+b106cr/6UAkVIMC1TDDR8+HHfu3MG8efOQlZWFtm3bqrVYZWhoKJYvXw5HR0e5xSq7du2KzZs3Y/bs2ZgzZw5atWqFLVu2SNdoUGe/ALB582ZERERg1KhRuHv3LpydnfHJJ59Ig0VFVq1ahY0bNwIou4qxd+9e7N69G//9738xbdo0JCYmavzzYmggOQwLRBXLzc1V+e1/RkYGsrOzZabVs7CwQI8ePXDs2DG1QsOgQYNUDsgj0guGBapFQkJCZAYGP239+vVyZT169KjwC5uhQ4di6NChWu8XKBsbsW7dOpVtqJKVlSUdEP7zzz9j2LBh8PPzg4uLi0yA0QRDA8lgYKCaQJ3p9irjypUr+Oqrr/D5558rrVM+yE3RtHrXr19Xaz/KZvsg0hsGBqIaoVGjRrhx4wacnJywe/duLFiwAEDZVXBtx8pxIDQB4EBnqh6sMwpgc0X5wzqjAEDZdHs2NjbSh6KVPYGyP8olEonKR2pqqsw2t27dQt++ffHmm29i/PjxFfZZ0+n8nubm5oY7d+7Ild+/fx9ubm5qtUGkFg50JqpRXn/9dYwcORJ9+vTBnTt30K9fPwBAWlqa3CrR6uKVBmJYoBpHnen2AGDChAkYMWKEyrZcXFyk/3/r1i306tVLOnBNFXt7ewBlVxwcHByk5aqm83vWtWvXFH4jVFBQgL///lutNogqxLBAVON88cUXcHFxwY0bN7Bo0SLUr18fQNltS6pui1KFoaEa0sWMSADDAtVc5dPsVcTW1ha2trZqtXnz5k306tULXl5eWLdundxUeM9ydXWFvb09kpKS0LFjRwBAYWEhkpOTERMTo3Lbp1fq3LNnD2xsbKTPS0pKsG/fPri6uqrVbyKlGBaIaiwzMzNMnTpVrnzy5Mlat8nQUAsxLBBp5tatW+jZsydatmyJxYsX499//5W+Vn5FAQDc3d0RHR2NIUOGQCKRYPLkyVi4cCGef/55PP/881i4cCHq1q2LkSNHqtzf4MGDAZTd2jR69GiZ18zMzODi4qJyPAWRSgwLRDVSQkIC+vXrBzMzM5kvnxQZOHCgxu0zNNQyDAxEmktMTMTly5dx+fJltGjRQuY1If73B9jFixeRm5srfT59+nQ8fvwYISEhuHfvHjp37ozExMQK12goX7zH1dUVJ0+eVPtqCFGFGBiIaqzBgwcjOzsbzZo1k375pIhEItFqMDRDQy3BsECkvTFjxmDMmDEV1ns6QABlH8xRUVFaz4KUkZGh1XZUixxWsx7DAlGN9/Rq0ZVZOVoZzp5UCzAwEFUvJ06cwK+//ipTtmHDBri6uqJZs2Z47733UFBQYKDeUbXDwEBEOsDQUINxGlWi6ikqKgrnzp2TPv/9998xbtw49O7dG+Hh4fjpp5+UTiNLJMVpVIlqpdLSUqxduxYDBgxA27Zt0a5dOwwcOBAbNmyQuyKuiRp3e9LgBmdRv0FZFtqa18nAvdGcLmZGYlAgqt7S0tIwf/586fPNmzejc+fOWL16NYCydSgiIyO5+BspxqBAVGsJITBw4EDs2rUL7du3R7t27SCEQHp6OsaMGYPt27fjxx9/1KrtGhcanvb0H+DVMUBog4GBqPq7d++ezFoOycnJ6Nu3r/T5Sy+9hBs3bhiia2TsGBiIarX169fj0KFD2LdvH3r16iXz2v79+zF48GBs2LAB77zzjsZt8/akGoK3IhHVHHZ2dtJB0IWFhTh9+jR8fHykrz948ABmZmaG6h4ZI96KREQANm3ahJkzZ8oFBgB49dVXER4eju+++06rthkaagCGBaKapW/fvggPD8fhw4cRERGBunXrwtfXV/r6uXPn0KpVKwP2kIyGLxgWiEjq3LlzMlemn9WvXz+cPXtWq7a1Cg1xcXFwdXWFpaUlvLy8cPiw6jnfkpOT4eXlBUtLS7i5uWHlypUyr58/fx5vvPEGXFxcIJFIEBsbq023ah1eXSCqmRYsWAATExP06NEDq1evxurVq2Fubi59fe3atfDz8zNY/3gOMBIpouxBRPT/7t69K3N767Ps7Oxw7949rdrWODRs2bIFkydPxqxZs3DmzBn4+vqiX79+yMzMVFg/IyMDAQEB8PX1xZkzZzBz5kxMnDgR27Ztk9Z59OgR3Nzc8Omnn8qsrlrbqDsImmGBqGZr2rQpDh8+jHv37uHevXsYMmSIzOs//PADIiMjDdI3ngOMAMMCESlRUlICU1PlQ5ZNTExQXFysVdsSoeHcS507d0anTp2wYsUKaZmHhwcGDx6scArAGTNmICEhAenp6dKy4OBgnD17FikpKXL1XVxcMHnyZEyePFmTbiEvLw82NjZIPW8nnT3pWYYcDK2LWZEA3opE1Vf5ezQ3NxfW1tZabftK949hamqptF5x8RMcOjJPq32Qeoz9HJDrDVjX5Ck+GBaomtLFOSD3DqBq07w8wKYJavU5oE6dOujXrx8sLCwUvl5QUIDdu3frf0XowsJCnDp1CuHh4TLlfn5+OHbsmMJtUlJS5C6j+/v7Iz4+HkVFRVoP5isoKJBZ3CgvL0+rdqoLhgUiMjSeAwyIYYGI1DB69OgK62gzcxKgYWjIyclBSUmJ3L1SdnZ2yM7OVrhNdna2wvrFxcXIycmBg4ODhl0uEx0djblz52q1bXXDwEBExoDnAANhYCAiNa1bt05vbWs1EFoikcg8F0LIlVVUX1G5JiIiIpCbmyt91MQ5yzl2gYiMEc8BVYRjF4j0TtcTOwDAtm3b4OnpCQsLC3h6emLHjh2V2u/7779vFJNEaBQabG1tYWJiIveN0u3bt5WO1La3t1dY39TUFE2aNNGwu/9jYWEBa2trmUdNwbBARMaI54AqwrBAVCX0MbFDSkoKhg8fjsDAQJw9exaBgYEYNmwYTpw4odV+f/zxR5w4cQKOjo66/wFoSKPQYG5uDi8vLyQlJcmUJyUloWvXrgq38fHxkaufmJgIb29vLk6kAMMCERkrngOqAMMCUZVZsmQJxo0bh/Hjx8PDwwOxsbFwcnKSmejhaStXrkTLli0RGxsLDw8PjB8/Hu+++y4WL14srRMbG4s+ffogIiIC7u7uiIiIwH/+8x+ZqwTq7vfmzZuYMGECvvvuO6P4vNT49qSwsDCsWbMGa9euRXp6OkJDQ5GZmYng4GAAZZeMnx5gERwcjOvXryMsLAzp6elYu3Yt4uPjMXXqVGmdwsJCpKWlIS0tDYWFhbh58ybS0tJw+fJlHRzi/+hqBiNF7Vb0qAivLhAZr2vXrmHcuHFwdXWFlZUVWrVqhcjISBQWFqrdhrFcXq6s6nwOMGq8ukCkM3l5eTKPpydNKFc+scOzEzVoM7FDamoqioqKVNYpb1Pd/ZaWliIwMBDTpk1DmzZt1Dxy/dJ4Yrrhw4fjzp07mDdvHrKystC2bVvs2rULzs7OAICsrCyZyyuurq7YtWsXQkNDsXz5cjg6OmLp0qV44403pHVu3bqFjh07Sp8vXrwYixcvRo8ePXDw4MFKHF71wLBAZNz+/PNPlJaWYtWqVXjuuefwxx9/ICgoCA8fPpT5hkkZY7q8XFk8B+gBwwKRevyh+i/X/19+wMnJSaY4MjISUVFRMmX6mthBWZ3yNtXdb0xMDExNTTFx4kQVB1y1tJrNOiQkBCEhIQpfW79+vVxZjx49cPq08m/bXVxcoOFyETUCwwJR9dC3b1/07dtX+tzNzQ0XL17EihUrKgwN5ZeX9+zZg/79++u7q1WC5wAdYVgg0osbN27IjHNStmYBoJ+JHdRpU1WdU6dO4csvv8Tp06crNWGErtXkJXDkGHJxt6cxLBDp17Nz9ltYWKg8aWgjNzcXjRs3VlnHGC8vkxFgWCDSK3UmR9DXxA7K6pS3qc5+Dx8+jNu3b6Nly5bS10tKSjBlyhTExsbi2rVrKo9NX7SacpW0x8BApD3zv27B/M+/lT/+Knt/OTk5wcbGRvpQtFJxZVy5cgVfffWV9D5+ZYzx8jIZGAMDkVHQ18QOyuqUt6nOfgMDA3Hu3DnpWK+0tDQ4Ojpi2rRp2LNnj/YHXUm16krDUOvTOr/aoO7gaoYFoqqj7qXpqKioChcIO3nyJLy9vaXPb926hb59++LNN9/E+PHjlW5nrJeXyUAYFoiMTlhYGAIDA+Ht7Q0fHx98/fXXchM73Lx5Exs2bABQNrHDsmXLEBYWhqCgIKSkpCA+Ph6bNm2Stjlp0iS88soriImJwaBBg7Bz507s3bsXR44cUXu/TZo0kZuS2szMDPb29mjdurW+fyxK1arQoA1dzLjEwEBUtdSdt3/ChAkYMWKEyjouLi7S/7916xZ69eol/ZBXxVgvL5MBMDAQGSV9TOzQtWtXbN68GbNnz8acOXPQqlUrbNmyBZ07d1Z7v8ZKImrI6LO8vDzY2Ngg9bwd6jdQfteVplcaKhMaGBaI/qf8PZqbm6vxQlzl2/ZuNh6mdcyV1isuLcTe22u02kdFbt68iV69esHLywsbN26EiYmJyvp37txBVlaWTJm/vz8CAwMxduxYg35bVBNJf7+8AWtj+TqMYYFIShfngIre33nFgE0q9HIOIF5p0AuGBaKa5datW+jZsydatmyJxYsX499//5W+Zm9vL/1/d3d3REdHY8iQIUZ7eZmqAMMCEdVADA06xsBAVPMkJibi8uXLuHz5Mlq0aCHz2tMXay9evIjc3Nyq7h4ZEwYGIqqhGBp0hGGBqOYaM2YMxowZU2G9iu725DiGGoxhgYhqOIYGFdQZz8CwQERUizEsEFEtUWtDA2dFIiKiSmFgIKJapNaGhspgWCAiqsUYFoioFqpVK0I/Pd2qtou8MTAQEdViDAxEVEvxSoOaGBaIiGoxhgUiquUYGirAsEBEVIsxLBARAahltydpioGBiKgWY2AgIpKqVVcahlqflo5lUDV7EsMCEVEtxrBARCSnVoUGoOKpVhkYiIhqMQYGIiKFal1oUIZhgYioFmNYICJSqdaHBoYFIqJajGGBiEgttXogNAMDEVEtxsBARKS2WnmlgWGBiKgWY1ggItJYrbvSwMBARFSLMTAQEWlFq9AQFxcHV1dXWFpawsvLC4cPH1ZZPzk5GV5eXrC0tISbmxtWrlwpV2fbtm3w9PSEhYUFPD09sWPHDm26plRrp1sMDESklWvXrmHcuHFwdXWFlZUVWrVqhcjISBQWFqrcLj8/HxMmTECLFi1gZWUFDw8PrFixoop6rT/V8RyAFMHAQERyDPV5VtF+hRCIioqCo6MjrKys0LNnT5w/f75yB1tJGoeGLVu2YPLkyZg1axbOnDkDX19f9OvXD5mZmQrrZ2RkICAgAL6+vjhz5gxmzpyJiRMnYtu2bdI6KSkpGD58OAIDA3H27FkEBgZi2LBhOHHihPZH9v8YFoiosv7880+UlpZi1apVOH/+PL744gusXLkSM2fOVLldaGgodu/ejY0bNyI9PR2hoaH46KOPsHPnzirque5Vt3MAwwIRKWOozzN19rto0SIsWbIEy5Ytw8mTJ2Fvb48+ffrgwYMH+vuBVERo6OWXXxbBwcEyZe7u7iI8PFxh/enTpwt3d3eZsvfff1906dJF+nzYsGGib9++MnX8/f3FiBEj1O5Xbm6uACBSz9uJPzMdxJ+ZDmpvS0T6V/4ezc3N1Xrb3s3Gi772IUofvZuN13ofmlq0aJFwdXVVWadNmzZi3rx5MmWdOnUSs2fP1mfX9MrYzwG53hCiy/8/iMho6OIcIPP+VvDI9YZG+zDU51lF+y0tLRX29vbi008/lb7+5MkTYWNjI1auXKnWsemDRgOhCwsLcerUKYSHh8uU+/n54dixYwq3SUlJgZ+fn0yZv78/4uPjUVRUBDMzM6SkpCA0NFSuTmxsrNK+FBQUoKCgQPo8NzcXAJCfX4rnW/wFAMjLy1P72IhIv8rfj0Jo/61vsSgESit4HfLvfQsLC1hYWGi9X0Vyc3PRuHFjlXW6d++OhIQEvPvuu3B0dMTBgwfx119/4csvv9RpX6pKdTgH5JUA2Ff2/+A5gMho6OIckFei3uvqnAMM9Xmmzn4zMjKQnZ0tsy8LCwv06NEDx44dw/vvv6/ip6A/GoWGnJwclJSUwM7OTqbczs4O2dnZCrfJzs5WWL+4uBg5OTlwcHBQWkdZmwAQHR2NuXPnypX37PwvABs1j4iIqtqDBw9gY6PZe9Tc3Bz29vY4mL2hwrr169eHk5OTTFlkZCSioqI02qcqV65cwVdffYXPP/9cZb2lS5ciKCgILVq0gKmpKerUqYM1a9age/fuOutLVaoO5wCnMwA0/P0ioqpTmXOA0xnlnwnl1D0HGOrzTJ39lv9XUZ3r168rO3S902rKVYlEIvNcCCFXVlH9Z8s1bTMiIgJhYWHS5/fv34ezszMyMzM1/mU0Bnl5eXBycsKNGzdgbW1t6O5ohcdgeMbcfyEEHjx4AEdHR423tbS0REZGRoUDj8v38+xnh7KrDFFRUQr/8HzayZMn4e3tLX1+69Yt9O3bF2+++SbGjx+vctulS5fi+PHjSEhIgLOzMw4dOoSQkBA4ODigd+/eFR6LseI5QPeM+b2rLh6D4Rlz/43xHAAY7vNMV3WqkkahwdbWFiYmJnIJ7Pbt23JpqJy9vb3C+qampmjSpInKOsraBJTfbmBjY2N0bxRNWFtbV+v+AzwGY2Cs/a/MH3OWlpawtLTUYW+ACRMmYMSIESrruLi4SP//1q1b6NWrF3x8fPD111+r3O7x48eYOXMmduzYgf79+wMAXnzxRaSlpWHx4sXVMjTwHKB/xvre1QSPwfCMtf/GdA4w1OeZOvu1t7cHUHbFwcHBQa2+VQWNZk8yNzeHl5cXkpKSZMqTkpLQtWtXhdv4+PjI1U9MTIS3tzfMzMxU1lHWJhGRLtja2sLd3V3lo/wkdfPmTfTs2ROdOnXCunXrUKeO6o/PoqIiFBUVydUzMTFBaamKgRlGjOcAIqopDPV5ps5+XV1dYW9vL1OnsLAQycnJhv1c1HTk9ObNm4WZmZmIj48XFy5cEJMnTxb16tUT165dE0IIER4eLgIDA6X1r169KurWrStCQ0PFhQsXRHx8vDAzMxNbt26V1jl69KgwMTERn376qUhPTxeffvqpMDU1FcePH1e7X5UZlW8Mqnv/heAxGIPq3n9jdfPmTfHcc8+JV199Vfz9998iKytL+nha69atxfbt26XPe/ToIdq0aSMOHDggrl69KtatWycsLS1FXFxcVR+CzvAcoB/Vvf9C8BiMQXXvf1Uz1OdZRfsVQohPP/1U2NjYiO3bt4vff/9dvPXWW8LBwUHk5eVVwU9GMa3mpFu+fLlwdnYW5ubmolOnTiI5OVn62ujRo0WPHj1k6h88eFB07NhRmJubCxcXF7FixQq5Nn/44QfRunVrYWZmJtzd3cW2bds06tOTJ09EZGSkePLkiTaHZHDVvf9C8BiMQXXvv7Fat26dAKDw8TQAYt26ddLnWVlZYsyYMcLR0VFYWlqK1q1bi88//1yUlpZW8RHoFs8Bulfd+y8Ej8EYVPf+G4KhPs9U7VeIsmlXIyMjhb29vbCwsBCvvPKK+P3333Vz0FqSCFGJua+IiIiIiKjG03hFaCIiIiIiql0YGoiIiIiISCWGBiIiIiIiUomhgYiIiIiIVDLa0BAXFwdXV1dYWlrCy8sLhw8fVlk/OTkZXl5esLS0hJubG1auXClXZ9u2bfD09ISFhQU8PT2xY8cOfXUfgO6P4fz583jjjTfg4uICiUSC2NhYPfZe9/1fvXo1fH190ahRIzRq1Ai9e/fGb7/9ps9D0PkxbN++Hd7e3mjYsCHq1auHDh064Ntvv9XnIejlvVBu8+bNkEgkGDx4sI57TVQ5PAfwHKALPAfwHEA6ZNC5m5Qon7929erV4sKFC2LSpEmiXr164vr16wrrl8+bO2nSJHHhwgWxevVquXlzjx07JkxMTMTChQtFenq6WLhwocbzgBv6GH777TcxdepUsWnTJmFvby+++OILvfRdX/0fOXKkWL58uThz5oxIT08XY8eOFTY2NuLvv/+uNsdw4MABsX37dnHhwgVx+fJlERsbK0xMTMTu3burzTGUu3btmmjevLnw9fUVgwYN0kv/ibTBcwDPAcZ6DDwHUG1mlKHh5ZdfFsHBwTJl7u7uIjw8XGH96dOnC3d3d5my999/X3Tp0kX6fNiwYaJv374ydfz9/cWIESN01GtZ+jiGpzk7O+v1hKHv/gshRHFxsWjQoIH45ptvKt9hBariGIQQomPHjmL27NmV66wS+jqG4uJi0a1bN7FmzRoxevRonjDIqPAcUIbngMrhOaAMzwGkK0Z3e1JhYSFOnToFPz8/mXI/Pz8cO3ZM4TYpKSly9f39/ZGamoqioiKVdZS1WRn6OoaqUlX9f/ToEYqKitC4cWPddPwpVXEMQgjs27cPFy9exCuvvKK7zv8/fR7DvHnz0LRpU4wbN07n/SaqDJ4DZPvHc4B2eA74H54DSFeMLjTk5OSgpKQEdnZ2MuV2dnbIzs5WuE12drbC+sXFxcjJyVFZR1mblaGvY6gqVdX/8PBwNG/eHL1799ZNx5+iz2PIzc1F/fr1YW5ujv79++Orr75Cnz59qs0xHD16FPHx8Vi9erXO+0xUWTwHyNbnOUA7PAcoPwaeA0hbpobugDISiUTmuRBCrqyi+s+Wa9pmZenjGKqSPvu/aNEibNq0CQcPHoSlpaUOeqt+nyp7DA0aNEBaWhry8/Oxb98+hIWFwc3NDT179tRdxyvok7bH8ODBA7z99ttYvXo1bG1tdd9ZIh3hOYDnAF3gOYDnANIdowsNtra2MDExkUvRt2/flkvP5ezt7RXWNzU1RZMmTVTWUdZmZejrGKqKvvu/ePFiLFy4EHv37sWLL76o287/P30eQ506dfDcc88BADp06ID09HRER0fr/IShj2M4f/48rl27htdee036emlpKQDA1NQUFy9eRKtWrXR6HESa4DlAtj7PAdrhOUDxMfAcQJVhdLcnmZubw8vLC0lJSTLlSUlJ6Nq1q8JtfHx85OonJibC29sbZmZmKusoa7My9HUMVUWf/f/ss88wf/587N69G97e3rrv/P+ryn8DIQQKCgoq3+ln6OMY3N3d8fvvvyMtLU36GDhwIHr16oW0tDQ4OTnp/DiINMFzgGz/eA7QDs8B/8NzAOlMVY241kT5FGPx8fHiwoULYvLkyaJevXri2rVrQgghwsPDRWBgoLR++RRjoaGh4sKFCyI+Pl5uirGjR48KExMT8emnn4r09HTx6aefVsl0e7o8hoKCAnHmzBlx5swZ4eDgIKZOnSrOnDkjLl26VC36HxMTI8zNzcXWrVtFVlaW9PHgwQOd919fx7Bw4UKRmJgorly5ItLT08Xnn38uTE1NxerVq6vNMTyLM2eQseE5gOcAYz0GngOoNjPK0CCEEMuXLxfOzs7C3NxcdOrUSSQnJ0tfGz16tOjRo4dM/YMHD4qOHTsKc3Nz4eLiIlasWCHX5g8//CBat24tzMzMhLu7u9i2bVu1OoaMjAwBQO7xbDvG2n9nZ2eF/Y+MjNRL//VxDLNmzRLPPfecsLS0FI0aNRI+Pj5i8+bNeuu/Po7hWTxhkDHiOYDnAGM8Bp4DqDaTCPH/I2SIiIiIiIgUMLoxDUREREREZFwYGoiIiIiISCWGBiIiIiIiUomhgYiIiIiIVGJoICIiIiIilRgaiIiIiIhIJYYGIiIiIiJSiaGBiIiIiIhUYmggIiIiIiKVGBqIiIiIiEglhgYiIiIiIlKJoYGIiIiIiFT6P1pMxxLAnpvcAAAAAElFTkSuQmCC", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "for nedge, output_prefix in zip(nedges, output_prefices_non_bbar):\n", - " contour_plot(output_prefix + \".pvd\", \"Number of elements per side: \" + nedge)" - ] - }, - { - "cell_type": "markdown", - "id": "9ffed34d-66ed-4549-92e5-14903c6dd5a5", - "metadata": {}, - "source": [ - "#### Results obtained with the B bar method:" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "id": "c65992aa-5533-4eea-9568-eb9d0226439e", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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", 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", 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "for nedge, output_prefix in zip(nedges, output_prefices):\n", - " contour_plot(output_prefix + \".pvd\", \"Number of elements per side: \" + nedge)" - ] - }, - { - "cell_type": "markdown", - "id": "312f9540-d590-4215-ac39-a6d652bf82f7", - "metadata": {}, - "source": [ - "The contour plots show that even with the coarsest mesh, the B bar method still gives reasonable stress result. " - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.6" - }, - "widgets": { - "application/vnd.jupyter.widget-state+json": { - "state": {}, - "version_major": 2, - "version_minor": 0 - } - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/evaluating_bbbar_with_simple_examples.ipynb b/Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/evaluating_bbbar_with_simple_examples.ipynb deleted file mode 100644 index 386a113f033..00000000000 --- a/Tests/Data/Mechanics/EvaluatingBbarWithSimpleExamples/evaluating_bbbar_with_simple_examples.ipynb +++ /dev/null @@ -1,1017 +0,0 @@ -{ - "cells": [ - { - "cell_type": "raw", - "id": "73c13b4b-fee8-44b4-8a30-427afac95d32", - "metadata": {}, - "source": [ - "+++\n", - "title = \"Evaluating the B-bar method with simple examples\"\n", - "date = \"2024-08-29\"\n", - "author = \"Wenqing Wang\"\n", - "image = \"figures/quad_M_fig.png\"\n", - "web_subsection = \"small-deformations\"\n", - "weight = 3\n", - "+++" - ] - }, - { - "cell_type": "markdown", - "id": "286c4e5e-eb58-409e-ab9b-f2c42fd388b4", - "metadata": {}, - "source": [ - "$$\n", - "\\newcommand{\\B}{\\text{B}}\n", - "\\newcommand{\\F}{\\text{F}}\n", - "\\newcommand{\\I}{\\mathbf I}\n", - "\\newcommand{\\intD}[1]{\\int_{\\Omega_e}#1\\mathrm{d}\\Omega}\n", - "$$\n", - "\n", - "## Evaluating the B-bar method with simple examples\n", - "\n", - "This is a plane strain example demonstrating the mechanical behavior of a $1\\text{m}\\times1\\text{m}$ domain under a constant pressure of 10 MPa.\n", - "\n", - "We analyze two problems, referred to as the homogeneous and heterogeneous problems. The schematics of these problems are shown in the figures below:\n", - "\n", - "Homogeneous problem | heterogeneous problem\n", - ":-----------------------------:|:-----------------------------:\n", - "\"Simple | \"Simple\n", - "\n", - "As can be seen from the schematic figures, the settings of the two problems are identical except for the boundary conditions on the bottom edge. For the homogeneous problem, the bottom boundary has a roller support with the horizontal displacement fixed at the lower left corner. Under these boundary conditions, the strain and stress remain homogeneous throughout the domain. For the heterogeneous problem, all displacement components on the bottom are fixed, leading to heterogeneous strain, and stress within the domain.\n", - "\n", - "Material compressibility is accounted for by using a Poisson's ratio of 0.2 for the compressible material and 0.499 for the incompressible material.\n", - "\n", - "We also consider the influence of element size on the accuracy of the solutions. Therefore, the tests are conducted using different meshes, generated by dividing the domain into a varying number of elements per edge: 2, 10, 15, 20, 25, and 30, respectively." - ] - }, - { - "cell_type": "code", - "execution_count": 225, - "id": "f0ae03a5-4cb3-43aa-91f1-5f25e2de61bc", - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "import xml.etree.ElementTree as ET\n", - "from pathlib import Path\n", - "\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.tri as tri\n", - "import numpy as np\n", - "import pyvista as pv\n", - "import vtuIO\n", - "from ogs6py.ogs import OGS\n", - "\n", - "out_dir = Path(os.environ.get(\"OGS_TESTRUNNER_OUT_DIR\", \"_out\"))\n", - "if not out_dir.exists():\n", - " out_dir.mkdir(parents=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 226, - "id": "2bbde8c5-9907-43c2-a26c-61a5ab512a6d", - "metadata": {}, - "outputs": [], - "source": [ - "def get_last_vtu_file_name(pvd_file_name, out_dir=out_dir):\n", - " tree = ET.parse(Path(out_dir, pvd_file_name))\n", - " root = tree.getroot()\n", - " # Get the last DataSet tag\n", - " last_dataset = root.findall(\".//DataSet\")[-1]\n", - "\n", - " # Get the 'file' attribute of the last DataSet tag\n", - " file_attribute = last_dataset.attrib[\"file\"]\n", - "\n", - " return str(Path(out_dir, file_attribute))\n", - "\n", - "\n", - "def get_variables_at_center(pvd_file_name):\n", - " center = (0.5, 0.5, 0)\n", - " file_name = get_last_vtu_file_name(pvd_file_name)\n", - " mesh = pv.read(file_name)\n", - " p_id = mesh.find_closest_point(center)\n", - " u = mesh.point_data[\"displacement\"][p_id]\n", - " epsilon = mesh.point_data[\"epsilon\"][p_id]\n", - " sigma = mesh.point_data[\"sigma\"][p_id]\n", - " return (u, epsilon, sigma)" - ] - }, - { - "cell_type": "code", - "execution_count": 227, - "id": "068de6af-a2a2-43a8-b4a6-fabd8415bbec", - "metadata": {}, - "outputs": [], - "source": [ - "def contour_plot(pvd_file_name, title):\n", - " file_name = get_last_vtu_file_name(pvd_file_name)\n", - " m_plot = vtuIO.VTUIO(file_name, dim=2)\n", - " triang = tri.Triangulation(m_plot.points[:, 0], m_plot.points[:, 1])\n", - " stress_data = m_plot.get_point_field(\"sigma\") * 1e-6\n", - " u_data = m_plot.get_point_field(\"displacement\") * 1e3\n", - "\n", - " fig, ax = plt.subplots(ncols=2, figsize=(8, 3))\n", - " ax[0].set_title(title, loc=\"left\", y=1.12)\n", - " plt.subplots_adjust(wspace=0.5)\n", - "\n", - " contour_stress = ax[0].tricontourf(triang, stress_data[:, 1], cmap=\"jet\")\n", - " contour_displacement = ax[1].tricontourf(triang, u_data[:, 1], cmap=\"jet\")\n", - " fig.colorbar(contour_stress, ax=ax[0], label=\"Vertical stress / [MPa]\")\n", - " fig.colorbar(contour_displacement, ax=ax[1], label=\"Vertical displacement / [mm]\")\n", - " fig.tight_layout()\n", - " # plt.savefig(pvd_file_name + '.png')\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 228, - "id": "7c55e390-e329-45ac-b3d0-b4f785059672", - "metadata": {}, - "outputs": [], - "source": [ - "def plot_data_curve(ne, x, y_lable, file_name=\"\"):\n", - " # Plotting\n", - " plt.rcParams[\"figure.figsize\"] = [5, 5]\n", - "\n", - " plt.plot(ne, x, marker=\"o\", linestyle=\"dashed\")\n", - "\n", - " plt.xlabel(\"Number of elements per side\")\n", - " plt.ylabel(y_lable)\n", - " # plt.legend()\n", - "\n", - " plt.tight_layout()\n", - " if file_name != \"\":\n", - " plt.savefig(file_name)\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 229, - "id": "8811f017-4e34-4f56-a30f-54198d0dd285", - "metadata": {}, - "outputs": [], - "source": [ - "class SingleSimulationModel:\n", - " \"\"\"An OGS run model\"\"\"\n", - "\n", - " def __init__(\n", - " self,\n", - " out_dir,\n", - " output_prefix,\n", - " order=2,\n", - " use_bbar=\"false\",\n", - " is_homogeneous_mode=False,\n", - " poisson_ratio=0.2,\n", - " ):\n", - " self.model = OGS(\n", - " INPUT_FILE=\"simple_b_bar_test.prj\", PROJECT_FILE=f\"{out_dir}/modified.prj\"\n", - " )\n", - " self.model.replace_text(use_bbar, xpath=\"./processes/process/use_b_bar\")\n", - " self.model.replace_text(output_prefix, xpath=\"./time_loop/output/prefix\")\n", - " print(f\"Shape function order = {order}\")\n", - " print(f\"use_b_bar = {use_bbar}\")\n", - "\n", - " self.model.replace_text(\n", - " order, xpath=\"./process_variables/process_variable/order\"\n", - " )\n", - " if is_homogeneous_mode:\n", - " xpath = \"./process_variables/process_variable/boundary_conditions/boundary_condition[1]/geometry\"\n", - " self.model.replace_text(\"origin\", xpath)\n", - "\n", - " xpath = \"./parameters/parameter[name='nu']/value\"\n", - " self.model.replace_text(poisson_ratio, xpath)\n", - "\n", - " self.out_dir = out_dir\n", - " self.output_prefix = output_prefix\n", - "\n", - " def run(self, mesh_name):\n", - " self.model.replace_text(mesh_name, xpath=\"./mesh\")\n", - " self.model.write_input()\n", - "\n", - " self.model.run_model(\n", - " logfile=Path(self.out_dir, \"out.txt\"), args=f\"-o {self.out_dir} -m .\"\n", - " )\n", - "\n", - " return get_variables_at_center(self.output_prefix + \".pvd\")" - ] - }, - { - "cell_type": "code", - "execution_count": 230, - "id": "d83fc3cb-f92c-4e07-aabc-ba5edf2239ca", - "metadata": {}, - "outputs": [], - "source": [ - "mesh_names = [\n", - " \"quad_edge_div_2.vtu\",\n", - " \"quad_edge_div_10.vtu\",\n", - " \"quad_edge_div_15.vtu\",\n", - " \"quad_edge_div_20.vtu\",\n", - " \"quad_edge_div_25.vtu\",\n", - " \"quad_edge_div_30.vtu\",\n", - " \"quad_edge_div_40.vtu\",\n", - "]\n", - "\n", - "\n", - "def run_all_tests(ogs_mode):\n", - " u_at_center_all = np.empty((0, 2))\n", - " eps_at_center_all = np.empty((0, 4))\n", - " sigma_at_center_all = np.empty((0, 4))\n", - " for mesh_name in mesh_names:\n", - " (u, eps, sigma) = ogs_mode.run(mesh_name)\n", - " u_at_center_all = np.append(u_at_center_all, [u], axis=0)\n", - " eps_at_center_all = np.append(eps_at_center_all, [eps], axis=0)\n", - " sigma_at_center_all = np.append(sigma_at_center_all, [sigma], axis=0)\n", - "\n", - " return (u_at_center_all, eps_at_center_all, sigma_at_center_all)" - ] - }, - { - "cell_type": "code", - "execution_count": 231, - "id": "dac22ab5-50e2-4efd-bd22-5016465b1127", - "metadata": {}, - "outputs": [], - "source": [ - "def compare_with_analytic_solution(solutions, solution_analytic, atol_, rtol_=1e-10):\n", - " for solution in solutions:\n", - " np.testing.assert_allclose(\n", - " actual=solution, desired=solution_analytic, atol=atol_, rtol=rtol_\n", - " )" - ] - }, - { - "cell_type": "code", - "execution_count": 232, - "id": "8d5284c0-0c4a-46c3-9d4c-1693445a9d8c", - "metadata": {}, - "outputs": [], - "source": [ - "class AllTest:\n", - " \"\"\"Run all tests and post-process the result data\"\"\"\n", - "\n", - " def __init__(\n", - " self,\n", - " out_dir,\n", - " output_prefix,\n", - " order=2,\n", - " is_homogeneous_mode=False,\n", - " poisson_ratio=0.2,\n", - " ):\n", - " self.output_prefix_non_bbar = output_prefix + \"_non_bbar\"\n", - " use_bbar = \"false\"\n", - " print(\"Simulating without the B-bar method:\")\n", - " model_non_bbar = SingleSimulationModel(\n", - " out_dir,\n", - " self.output_prefix_non_bbar,\n", - " order,\n", - " use_bbar,\n", - " is_homogeneous_mode,\n", - " poisson_ratio,\n", - " )\n", - "\n", - " (\n", - " self.u_at_center_all_nonbbar,\n", - " self.eps_at_center_all_nonbbar,\n", - " self.sigma_at_center_all_nonbbar,\n", - " ) = run_all_tests(model_non_bbar)\n", - "\n", - " print(\"Simulating with the B-bar method:\")\n", - " self.output_prefix_bbar = output_prefix + \"_bbar\"\n", - " use_bbar = \"true\"\n", - " model_bbar = SingleSimulationModel(\n", - " out_dir,\n", - " self.output_prefix_bbar,\n", - " order,\n", - " use_bbar,\n", - " is_homogeneous_mode,\n", - " poisson_ratio,\n", - " )\n", - "\n", - " (\n", - " self.u_at_center_all_bbar,\n", - " self.eps_at_center_all_bbar,\n", - " self.sigma_at_center_all_bbar,\n", - " ) = run_all_tests(model_bbar)\n", - "\n", - " def contour_plot_all(self, title):\n", - " contour_plot(self.output_prefix_non_bbar + \".pvd\", title + \" (non B-bar)\")\n", - " contour_plot(self.output_prefix_bbar + \".pvd\", title + \" (B-bar)\")\n", - "\n", - " def compare_with_analytic_solution(\n", - " self, u_analytic, eps_analytic, sigma_analytic, exlude_nonbbar=False\n", - " ):\n", - " compare_with_analytic_solution(self.u_at_center_all_bbar, u_analytic, 2.5e-5)\n", - " compare_with_analytic_solution(self.eps_at_center_all_bbar, eps_analytic, 8e-16)\n", - " compare_with_analytic_solution(\n", - " self.sigma_at_center_all_bbar, sigma_analytic, 3e-5\n", - " )\n", - " if exlude_nonbbar:\n", - " return\n", - "\n", - " compare_with_analytic_solution(self.u_at_center_all_nonbbar, u_analytic, 3e-5)\n", - "\n", - " compare_with_analytic_solution(\n", - " self.eps_at_center_all_nonbbar, eps_analytic, 8e-16\n", - " )\n", - "\n", - " compare_with_analytic_solution(\n", - " self.sigma_at_center_all_nonbbar, sigma_analytic, 3e-5\n", - " )\n", - "\n", - " def compute_errors(self):\n", - " print(\n", - " \"Differences between the results obtained with\"\n", - " \" and without the B-bar, respectively\"\n", - " )\n", - " self.diffs_u = np.linalg.norm(\n", - " self.u_at_center_all_nonbbar - self.u_at_center_all_bbar, axis=1\n", - " )\n", - " print(\n", - " f\"Displacement differences corresponding to \"\n", - " f\"the mesh refinement levels: { self.diffs_u}\"\n", - " )\n", - "\n", - " self.diffs_eps = np.linalg.norm(\n", - " self.eps_at_center_all_nonbbar - self.eps_at_center_all_bbar, axis=1\n", - " )\n", - " print(\n", - " f\"Strain differences corresponding to \"\n", - " f\"the mesh refinement levels: {self.diffs_eps}\"\n", - " )\n", - "\n", - " self.diffs_sigma = np.linalg.norm(\n", - " self.sigma_at_center_all_nonbbar - self.sigma_at_center_all_bbar, axis=1\n", - " )\n", - " print(\n", - " f\"Stress differences corresponding \"\n", - " f\"to the mesh refinement levels: {self.diffs_sigma}\"\n", - " )\n", - "\n", - " def assert_errors(self, expected_u_diffs, expected_eps_diffs, expected_sigma_diffs):\n", - " self.compute_errors()\n", - " tolerance = 6.0e-5\n", - " np.testing.assert_allclose(\n", - " actual=self.diffs_u, desired=expected_u_diffs, atol=tolerance\n", - " )\n", - "\n", - " tolerance = 5.0e-5\n", - " np.testing.assert_allclose(\n", - " actual=self.diffs_eps, desired=expected_eps_diffs, atol=tolerance\n", - " )\n", - "\n", - " tolerance = 1.0e-10\n", - " np.testing.assert_allclose(\n", - " actual=self.diffs_sigma, desired=expected_sigma_diffs, atol=tolerance\n", - " )\n", - "\n", - " def plot_solutions(\n", - " self, figure_name=\"\", scaling_u=1e3, scaling_eps=1e5, scaling_sigma=1e-6\n", - " ):\n", - " mesh_refine_level = np.array([2, 10, 15, 20, 25, 30, 40])\n", - " fig, ax = plt.subplots(1, 3, figsize=(9, 3))\n", - "\n", - " def plot_subfigure(sug_figure, x, x_bbar, y_label):\n", - " sug_figure.plot(\n", - " mesh_refine_level, x, \"C0\", linestyle=\"dashed\", label=\"Non B-bar\"\n", - " )\n", - " sug_figure.plot(mesh_refine_level, x_bbar, \"C2\", label=\"B-bar\")\n", - " sug_figure.set_xlabel(\"Number of elements per side\")\n", - " sug_figure.set_ylabel(y_label)\n", - " sug_figure.legend()\n", - "\n", - " plot_subfigure(\n", - " ax[0],\n", - " self.u_at_center_all_nonbbar[:, 1] * scaling_u,\n", - " self.u_at_center_all_bbar[:, 1] * scaling_u,\n", - " \"Vertical displacement[mm]\",\n", - " )\n", - "\n", - " plot_subfigure(\n", - " ax[1],\n", - " self.eps_at_center_all_nonbbar[:, 1] * scaling_eps,\n", - " self.eps_at_center_all_bbar[:, 1] * scaling_eps,\n", - " r\"Vertical strain[$ \\times 10^{-5}$, -]\",\n", - " )\n", - "\n", - " plot_subfigure(\n", - " ax[2],\n", - " self.sigma_at_center_all_nonbbar[:, 1] * scaling_sigma,\n", - " self.sigma_at_center_all_bbar[:, 1] * scaling_sigma,\n", - " r\"Vertical stress [MPa]\",\n", - " )\n", - "\n", - " plt.subplots_adjust(wspace=0.5)\n", - "\n", - " fig.tight_layout()\n", - " if figure_name != \"\":\n", - " plt.savefig(figure_name)\n", - " plt.show()\n", - "\n", - " def plot_errors(self, figure_name=\"\"):\n", - " mesh_refine_level = np.array([2, 10, 15, 20, 25, 30, 40])\n", - "\n", - " fig, ax = plt.subplots(1, 3, figsize=(9, 3))\n", - "\n", - " def plot_subfigure(sub_fig, x, y_label):\n", - " sub_fig.plot(mesh_refine_level, x, \"C2\")\n", - " sub_fig.set_xlabel(\"Number of elements per side\")\n", - " sub_fig.set_ylabel(y_label)\n", - "\n", - " plot_subfigure(ax[0], self.diffs_u * 1e3, \"Displacement difference [mm]\")\n", - " plot_subfigure(\n", - " ax[1], self.diffs_eps * 1e5, r\"Strain difference [$ \\times 10^{-5}$, -]\"\n", - " )\n", - " plot_subfigure(ax[2], self.diffs_sigma * 1e-3, r\"Stress difference [kPa]\")\n", - "\n", - " plt.subplots_adjust(wspace=0.5)\n", - "\n", - " fig.tight_layout()\n", - " if figure_name != \"\":\n", - " plt.savefig(figure_name)\n", - " plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "41109fec-2ede-4c29-a7af-c81dac8ce9a5", - "metadata": {}, - "source": [ - "### 1. Homogeneous problem\n", - "\n", - "Obviously, the analytical solutions of the stress components on tha plane are $\\sigma_{11} = 0$, $\\sigma_{22} = -10$ MPa. The analytical solutions of the remaining variables are\n", - "\n", - "$$\n", - "\\begin{align}\n", - "\\sigma_{33} &= \\nu(\\sigma_{11}+\\sigma_{22})\\\\\n", - "\\epsilon_{11} &= \\frac{\\lambda}{4G(\\lambda+G)}\\sigma_{22}\\\\\n", - "\\epsilon_{22} &= \\epsilon_{11} + \\frac{\\sigma_{22}}{2G} \\\\\n", - "u_{1} &= \\epsilon_{11}x \\\\\n", - "u_{2} &= \\epsilon_{11}y \n", - "\\end{align}\n", - "$$\n", - "with $E$ the Young's modulus, $G=E/2(1+\\nu)$ the shear modulus, $\\nu$ the Poisson ratio, and $\\lambda=E\\nu/((1+\\nu)(1-2\\nu))$ the Lame constant, $u$ the displacement, $\\epsilon$ the strain, and $\\sigma$ the strress.\n", - "\n", - "#### 1.1. Compressible material\n", - "For this case, the Poisson ratio is 0.2 as that is depicted in the schematics." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "0e71405e-041d-49fa-8c2c-a4eafa0a4294", - "metadata": {}, - "outputs": [], - "source": [ - "output_prefix = \"simple_test_homo\"\n", - "all_test_homo = AllTest(out_dir, output_prefix, is_homogeneous_mode=True)" - ] - }, - { - "cell_type": "markdown", - "id": "9674a957-ce88-46bb-8ab9-7f37be6871f1", - "metadata": {}, - "source": [ - "#### 1.1.1. Contour plot of the result\n", - "\n", - "The stress and displacement results obtained from the test using the finest mesh are shown in the following figures.\n", - "\n", - "The left figure illustrates the vertical stress within the domain expressed as an offset $s$ from -10 MPa, the analytical solution. In the simulation without the B-bar method, the offset $s$ ranges between $-0.6 \\times 10^{-12}$ MPa and $0.45 \\times 10^{-12}$ MPa, indicating a stress accuracy better than $10^{-11}$ MPa. With the B-bar method applied, the stress accuracy improves further to better than $10^{-12}$ MPa.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 234, - "id": "7cd04c85-93fc-4ac8-84e7-12f23b05a557", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "all_test_homo.contour_plot_all(\"Results of the homogeneous problem\")" - ] - }, - { - "cell_type": "markdown", - "id": "cdcf7112-5a5b-4566-8188-4662b7d72886", - "metadata": {}, - "source": [ - "#### 1.1.2. Compared with the analytical solution\n", - "\n", - "For this homogeneous problem, the solutions obtained using the B-bar method have almost the same accuracy as those obtained with the standard approach. This is confirmed by the following comparisons with the analytical solutions:" - ] - }, - { - "cell_type": "code", - "execution_count": 235, - "id": "9c7b5b7a-8898-46a8-8c92-ac12d31e12b9", - "metadata": {}, - "outputs": [], - "source": [ - "E = 1e10\n", - "nu = 0.2\n", - "lambd = nu * E / (1 + nu) / (1 - 2.0 * nu)\n", - "G = 0.5 * E / (1 + nu)\n", - "p = -10e6\n", - "eps_11 = -0.25 * lambd * p / G / (lambd + G)\n", - "eps_22 = eps_11 + 0.5 * p / G\n", - "u_1 = eps_11 * 0.5\n", - "u_2 = eps_22 * 0.5\n", - "sigma_33 = nu * p\n", - "\n", - "u_analytic = np.array([u_1, u_2])\n", - "eps_analytic = np.array([eps_11, eps_22, 0.0, 0.0])\n", - "sigma_analytic = np.array([0.0, p, sigma_33, 0.0])\n", - "\n", - "all_test_homo.compare_with_analytic_solution(u_analytic, eps_analytic, sigma_analytic)" - ] - }, - { - "cell_type": "markdown", - "id": "6756f74f-901c-4262-af28-aeac1546622a", - "metadata": {}, - "source": [ - "#### 1.2. Incompressible material\n", - "\n", - "For this case, the Poisson ratio is set to 0.499." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "b1e36091-90ca-4bc4-b568-217285962a88", - "metadata": {}, - "outputs": [], - "source": [ - "output_prefix = \"simple_test_homo_incompress\"\n", - "all_test_homo_incompress = AllTest(\n", - " out_dir, output_prefix, poisson_ratio=0.499, is_homogeneous_mode=True\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "92aa7792-e003-4338-bea7-fe24749e19ef", - "metadata": {}, - "source": [ - "#### 1.2.1. Contour plot of the result\n", - "\n", - "The stress and displacement results obtained from the test using the finest mesh are shown in the following figures.\n", - "\n", - "The same as that is explained in section 1.1.1, in the simulation without the B-bar method, the offset $s$ ranges between $-1.0 \\times 10^{-10}$ MPa and $1.0 \\times 10^{-10}$ MPa, indicating a stress accuracy better than $2\\cdot 10^{-10}$ MPa. With the B-bar method applied, the stress accuracy improves further to better than $10^{-10}$ MPa. The simulation using the B-bar method results in a larger displacement compared to the simulation without it, which is physically correct. Specifically, the vertical displacement at the top is 8e-7 mm without the B-bar method, whereas it is 1.05e-6 mm with the B-bar method." - ] - }, - { - "cell_type": "code", - "execution_count": 237, - "id": "73bed286-0fcd-46a5-bf91-915a28d1c789", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "all_test_homo_incompress.contour_plot_all(\n", - " \"Results of the homogeneous problem with incompressible material\"\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "1d596e0f-8650-4cf0-af19-067bfbf7805f", - "metadata": {}, - "source": [ - "1.2.2. Variable variation with mesh refinement level\n", - "\n", - "The following three figures show the variations in vertical displacement, vertical strain, and vertical stress at the domain center as the mesh refinement level increases. These figures demonstrate that both simulations, with or without the B-bar method, deliver accurate solutions, and exhibit excellent mesh size independence. This refects the fact that this test has no volumetric locking though the material is incompressible." - ] - }, - { - "cell_type": "code", - "execution_count": 238, - "id": "9ebbc96e-76f3-445a-a594-945d14550243", - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "all_test_homo_incompress.plot_solutions()" - ] - }, - { - "cell_type": "code", - "execution_count": 239, - "id": "167ed5de-dd19-4f23-8380-66e2bbf2b81f", - "metadata": {}, - "outputs": [], - "source": [ - "E = 1e10\n", - "nu = 0.499\n", - "lambd = nu * E / (1 + nu) / (1 - 2.0 * nu)\n", - "G = 0.5 * E / (1 + nu)\n", - "p = -10e6\n", - "eps_11 = -0.25 * lambd * p / G / (lambd + G)\n", - "eps_22 = eps_11 + 0.5 * p / G\n", - "u_1 = eps_11 * 0.5\n", - "u_2 = eps_22 * 0.5\n", - "sigma_33 = nu * p\n", - "\n", - "u_analytic = np.array([u_1, u_2])\n", - "eps_analytic = np.array([eps_11, eps_22, 0.0, 0.0])\n", - "sigma_analytic = np.array([0.0, p, sigma_33, 0.0])\n", - "\n", - "all_test_homo_incompress.compare_with_analytic_solution(\n", - " u_analytic, eps_analytic, sigma_analytic\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "34cf2e67-9185-4c3b-9d25-71be7120174f", - "metadata": {}, - "source": [ - "### 2. Heterogeneous problem\n", - "\n", - "#### 2.1. Compressible material\n", - "\n", - "The Poisson ratio is set to 0.2 to represent the material compressiblility." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1f7973d9-e97c-4110-86b4-d07995ff0c24", - "metadata": {}, - "outputs": [], - "source": [ - "output_prefix = \"simple_test_hete\"\n", - "all_test_hete = AllTest(out_dir, output_prefix)" - ] - }, - { - "cell_type": "markdown", - "id": "623b9e1f-f7d6-4488-a8d5-0d424e8f9c7b", - "metadata": {}, - "source": [ - "#### 2.1.1. Contour plot of the result\n", - "\n", - "The stress and displacement results obtained from the test using the finest mesh are shown in the following figures.\n", - "\n", - "With and without the B-bar method, the variable distribution patterns look quite similar, and their magnitudes are almost identical. \n" - ] - }, - { - "cell_type": "code", - "execution_count": 241, - "id": "135374b4-c004-4166-9685-b7fcc3b1be52", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# run the following function to see the figures\n", - "all_test_hete.contour_plot_all(\"Results of the heterogeneous problem\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "718a080a-a07c-4298-819e-fbe9782fd1b7", - "metadata": {}, - "outputs": [], - "source": [ - "expected_u_diffs = np.array(\n", - " [\n", - " 1.12405235e-05,\n", - " 6.98028121e-07,\n", - " 4.86382769e-07,\n", - " 2.46115691e-07,\n", - " 2.13871759e-07,\n", - " 1.32847503e-07,\n", - " 8.56033763e-08,\n", - " ]\n", - ")\n", - "\n", - "expected_eps_diffs = np.array(\n", - " [\n", - " 6.70627315e-05,\n", - " 1.49169891e-06,\n", - " 4.79273581e-07,\n", - " 3.38301639e-07,\n", - " 2.15516897e-07,\n", - " 1.49147744e-07,\n", - " 8.76670751e-08,\n", - " ]\n", - ")\n", - "\n", - "expected_sigma_diffs = np.array(\n", - " [\n", - " 704485.50372313,\n", - " 17708.37333467,\n", - " 6689.6486797,\n", - " 4550.46300458,\n", - " 2812.39480024,\n", - " 2125.37608244,\n", - " 1265.2448748,\n", - " ]\n", - ")\n", - "\n", - "all_test_hete.assert_errors(expected_u_diffs, expected_eps_diffs, expected_sigma_diffs)" - ] - }, - { - "cell_type": "markdown", - "id": "62144a75-4769-437c-ab79-ca4fae96903a", - "metadata": {}, - "source": [ - "#### 2.1.2. Solution difference with mesh refinement level\n", - "\n", - "The following three figures show the differences between the the results obtained with and without the B-bar method. Such differences tend to become tiny as the mesh refinement level increases." - ] - }, - { - "cell_type": "code", - "execution_count": 243, - "id": "269284c6-5f41-4f54-910b-24856636d719", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "all_test_hete.plot_errors()" - ] - }, - { - "cell_type": "markdown", - "id": "7cd16e82-f70c-467a-bc1b-3865e48e57e8", - "metadata": {}, - "source": [ - "#### 2.2. Incompressible material\n", - "\n", - "Considering the material's incompressibility, we changed the Poisson's ratio from 0.2 to 0.499, while keeping the Young's modulus and boundary conditions unchanged." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ee6d931a-f1eb-45b2-93f2-33db298ead91", - "metadata": {}, - "outputs": [], - "source": [ - "output_prefix = \"simple_test_hete_incompress\"\n", - "\n", - "all_test_hete_incompress = AllTest(out_dir, output_prefix, poisson_ratio=0.499)" - ] - }, - { - "cell_type": "markdown", - "id": "47959e53-e123-40cf-8ce7-19e507ca6f63", - "metadata": {}, - "source": [ - "#### 2.2.1. Contour plot of the result of incompressible material\n", - "\n", - "The stress and displacement results obtained from this test using the finest mesh are shown in the following figures.\n", - "\n", - "We can see that without using the B-bar method, the stress distribution exhibits strong numerical artifacts at the two lower corners of the domain, while the displacement is highly underestimated." - ] - }, - { - "cell_type": "code", - "execution_count": 245, - "id": "3e2dbf0c-84d5-4a85-8c53-e711acb70ea0", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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sLS0xdOjQap+KVSqV4siRI+jcuTNmzpyJ9u3bw97eHpGRkRXuVOXk5AAA7OzsFJ6zt7eXPa9tTZo0USgzMTGRS67u3r2Ln376SeE1b9++PYD/vea67icnJwfFxcVYtmyZQhtlO3MvtvHi663q+1D2r42NjUK9F8vu3r2Lhw8fwtjYWCGuzMxMhZi0+Vrl5OTA1tZWYWpQa2trGBoaavS5io2NRVBQENatWwdvb29YWlpi7NixyMzMVGl5W1tbuceGhoZo0qSJQizK3oOcnJxy35uy5yvqq6ysovUu2868+uqrCq9vbGyswvtVv359mJqaypUZGxvD0tJSoW1jY2Pk5+eX2zfwvwu5X2yzjCqfD3VfpxfbNDExkYulMs7OzvD09ISnpyd69eqFmJgYvPfee1i8eDH++OMPAMC4cePkXss33nhDro3y3qvn4921axdGjRqFZs2aYevWrUhKSsLp06cxbtw4pa+rstegTNnr+zJdOE9E9DxDXQegiXbt2skuavbz80NJSQnWrVuHHTt2YMSIEbCysgIAREREYPjw4UrbaNu2LQDA3Nwc0dHRiI6Oxt27d2VHGQYNGiQbvExNTZGbm6vQhio7vxXp2LEjvvvuOwghcPHiRWzatAlz5syBmZkZwsPDlS5TNlhnZGQoPHfnzh3ZuuuClZUV3NzcMG/ePKXPl+2A6Lqfxo0bw8DAAIGBgfjnP/+ptE7Lli3lHr+4E63q+1BW78WL7wEo7DRbWVmhSZMmiIuLUxpTedPeVkTV16pJkyY4efIkhBBy65qVlYXi4mLZ+pTtOD1/0TOguFNZ1vfSpUuxdOlSpKenY8+ePbKZy8pbx+dlZmaiWbNmssfFxcXIyclR2GFVdu+DJk2alPvelMX2Yl/K+le2w12mrI0dO3bA0dGxgjWpHmX9379/X+M21H2dqoObm5tsG+ji4oKoqChMnjxZ9vyLn/vy3ivgf9+3rVu3omXLloiNjZX7fLz4uS1T0f0zyl5fXW5biYh0SS+ThRd9/vnn2LlzJ2bPno3hw4ejbdu2eOWVV3DhwgV89tlnKrdjY2OD4OBgXLhwAUuXLsXTp09Rv359ODk5Yfv27SgoKJD9kpaTk4PExERYWFhU2KYqv7xJJBJ06tQJ//nPf7Bp0ya5Q+kv8vb2hpmZGbZu3SqbaQkAbt++jYMHDyqcRqIqdX8hVGbgwIHYv38/WrVqVe4hfW1QtZ/y1ql+/frw8/PD+fPn4ebmBmNjY7VjUPV9aNu2LWxtbfH9998jLCxMVi89PR2JiYlyiU3ZVJIlJSXw8vJSOyZlVH2t3njjDXz//ffYvXs3hg0bJivfsmWL7Hng2XfE1NQUFy9elFte2Swzz2vRogUmT56MX3/9FcePH1cp9m3btsHDw0P2+Pvvv0dxcbHSmcmUrc8PP/yAO3fuyL3GW7ZsQf369dGtWze5+t9++y3CwsJkO403b95EYmIixo4dW24fffr0gaGhIa5du6ZwmlpNcHR0hJmZGa5du6ZxG2+88QZiYmJw7tw5dOnSRVa+ZcsWSCQS+Pn5aSPUCiUnJwP43+k+Tk5OFc4yd+nSJVy4cEHuVKRvvvkGDRs2lK2DRCKR3YiyTGZmZqWfU2WuX78OAHB1dVV7WSKiuqBOJAuNGzdGREQEPvnkE3zzzTd45513sHr1avTr1w99+vRBcHAwmjVrhvv37yM1NRXnzp3D9u3bATybVnTgwIFwc3ND48aNkZqaiq+//hre3t6oX78+ACAwMBCrV6/GO++8gwkTJiAnJweff/55pYkC8OyeEACwZs0aNGzYEKampmjZsiWSkpKwYsUKDB06FM7OzhBCYNeuXXj48KHCNIjPa9SoET799FPMnDkTY8eOxZgxY5CTk4Po6GiYmpoiMjJSo9ewY8eOAIAvvvgCQUFBMDIyQtu2bdX6NXvOnDlISEiAj48PQkND0bZtW+Tn5+PGjRvYv38/Vq1ahebNm2sUnyb9NGzYEI6Ojvjxxx/xxhtvwNLSElZWVnBycsIXX3yB1157DT169MAHH3wAJycnPHr0CH/++Sd++uknhXO1X6Tq+1CvXj1ER0dj4sSJGDFiBMaNG4eHDx8iOjoadnZ2qFfvf2cCjh49Gtu2bUP//v3x4YcfomvXrjAyMsLt27dx6NAhDBkyRG5HXpuv1dixY/HVV18hKCgIN27cQMeOHXHs2DF89tln6N+/P3r16gXg2U7YO++8gw0bNqBVq1bo1KkTTp06hW+++Uau39zcXPj5+SEgIAAuLi5o2LAhTp8+jbi4uHKP9r1o165dMDQ0RO/evXHp0iV8+umn6NSpk8L1H8pERkbKrteYPXs2LC0tsW3bNuzbtw+ff/45pFKpXP2srCwMGzYMEyZMQG5uLiIjI2FqaoqIiIhy+3BycsKcOXMwa9YsXL9+XXb91N27d3Hq1CnZUcvqYmxsXOWpS6dNm4YtW7ZgwIABmDNnDhwdHbFv3z6sWLECH3zwgcK1IFV19epVWby5ubn45ZdfsH79enh6eqJHjx4qtWFvb4/BgwcjKioKdnZ22Lp1KxISErBgwQLZNrtsOt1JkyZhxIgRuHXrFv7973/Dzs5O7VNMT5w4gSZNmsi2kURELx2dXl6tpopm9/n7779FixYtxCuvvCKbrePChQti1KhRwtraWhgZGQlbW1vRs2dPsWrVKtly4eHhwtPTUzRu3FiYmJgIZ2dnMW3aNJGdnS3X/ubNm0W7du2EqampcHV1FbGxsSrNhiSEEEuXLhUtW7YUBgYGsplk/vjjDzFmzBjRqlUrYWZmJqRSqejatavYtGmTSq/FunXrhJubmzA2NhZSqVQMGTJEYbYhdWZDEkKIiIgIYW9vL+rVqyc3g5Ojo6MYMGCAQn1ls0Tdu3dPhIaGipYtWwojIyNhaWkpPDw8xKxZs8Tjx48r7L86+vnll1+Eu7u7MDExEQBEUFCQ7Lm0tDQxbtw40axZM2FkZCSaNm0qfHx8xNy5c2V1ymZx2b59u9KYVXkfhBBizZo1onXr1sLY2Fi0adNGbNiwQQwZMkRhZpaioiKxaNEi0alTJ2FqaioaNGggXFxcxMSJE8XVq1er9bXKyckRISEhws7OThgaGgpHR0cREREh8vPz5drLzc0V7733nrCxsRHm5uZi0KBB4saNG3Kf/fz8fBESEiLc3NyEhYWFMDMzE23bthWRkZHlzlhTpmzWobNnz4pBgwaJBg0aiIYNG4oxY8aIu3fvytUt73UQQojffvtNDBo0SEilUmFsbCw6deqkMItT2fv79ddfi9DQUNG0aVNhYmIievTooTB1qbKpU4UQYvfu3cLPz09YWFgIExMT4ejoKEaMGCF++eUXWZ2goCBhbm6usKyvr69o3769QnlF6/W89evXCwMDA3Hnzh2V2lW2zbp586YICAgQTZo0EUZGRqJt27Zi4cKFshnjhPjfbEjPT09aRtk270XKZkMyNzcXrq6uIjIyUmFWsvKUvS47duwQ7du3F8bGxsLJyUksWbJEoe78+fOFk5OTMDExEe3atRNr165V+h4CEP/85z+V9ldaWiocHR0VZrwiInqZSIQQoobzE6KX3sOHD9GmTRsMHToUa9as0XU4tUpUVBSio6Nx7949nideifz8fLRo0QLTp0/HjBkzdB1OnfPrr7/C398fly5dgouLi67DISLSCb2cDYlIn2RmZmLKlCnYtWsXjhw5gi1btsDPzw+PHj3Chx9+qOvwSI+V3bF6yZIlePLkia7DqXPmzp2LcePGMVEgopdanbhmgag2MzExwY0bNzBp0iTcv39fdoHtqlWrZFOYEmnq/fffx8OHD3H9+nWeV69FDx48gK+vr2y6bSKilxVPQyIiIiIiIqV4GhIRERERESnFZIGIiIiIiJRiskBEREREREoxWSAiIiIiIqWYLBARERERkVJMFoiIiIiISCkmC0REREREpBSTBSIiIiIiUorJAhERERERKcVkgYiIiIiIlGKyQERERERESjFZICIiIiIipZgsEBERERGRUkwWiIiIiIhIKSYLRERERESkFJMFIiIiIiJSiskCEREREREpxWSBiIiIiIiUYrJARERERERKMVkgIiIiIiKlmCwQEREREZFSTBaIiIiIiEgpJgtERERERKQUkwUiIiIiIlJK7WThv//9LwYNGgR7e3tIJBLs3r270mWOHDkCDw8PmJqawtnZGatWrdIkViKiarVixQq0bNkSpqam8PDwwNGjR3Udkl7iOEFEdZm6Y4W+b9/UThaePHmCTp06Yfny5SrVT0tLQ//+/dGjRw+cP38eM2fORGhoKHbu3Kl2sERE1SU2NhZTp07FrFmzcP78efTo0QP9+vVDenq6rkPTOxwniKiuUnesqAvbN4kQQmi8sESCH374AUOHDi23zowZM7Bnzx6kpqbKykJCQnDhwgUkJSVp2jURkVZ5eXmhS5cuWLlypaysXbt2GDp0KGJiYnQYmX7jOEFEdYm6Y0Vd2L4ZVncHSUlJ8Pf3lyvr06cP1q9fj6KiIhgZGSksU1BQgIKCAtnj0tJS3L9/H02aNIFEIqnukImomgkh8OjRI9jb26NePfUvncrPz0dhYaFK/by4zTAxMYGJiYlcWWFhIc6ePYvw8HC5cn9/fyQmJqodH6lHk3EC4FhBVJdVdZwAasdYoen2rTap9mQhMzMTNjY2cmU2NjYoLi5GdnY27OzsFJaJiYlBdHR0dYdGRDp269YtNG/eXK1l8vPz4WBmhmwV6jZo0ACPHz+WK4uMjERUVJRcWXZ2NkpKSpRuqzIzM9WKj9SnyTgBcKwgehloMk4AtWes0HT7po49e/aovUzv3r1hZmamUt1qTxYAKGRrZWc+lffLT0REBMLCwmSPc3Nz0aJFC8QDMK+2KImopjwB4A+gYcOGai9bWFiIbKDS7cETAP6PH+PWrVuwsLCQlb/4S9HzlG2r+At1zVB3nADKHysq/3QQUe33bKTQZJwAatdYocn2TR0VneZZXjxXr16Fs7OzSvWrPVmwtbVVyLaysrJgaGiIJk2aKF1G2aEf4Nmb3aA6giQinajKhlLV7YGFhYXcAKCMlZUVDAwMlG6rXvxFiLRPk3ECKH+s4GhBVHdUdYda12OFpts3dWVmZsLa2lqluuomYNV+nwVvb28kJCTIlcXHx8PT01MvztMiorrP2NgYHh4eCtuqhIQE+Pj46CiqlwfHCSLSB5qMFTWxfQsKClL5lCIAeOeddypNjJ6ndrLw+PFjJCcnIzk5GcCzKaGSk5NlU0ZFRERg7NixsvohISG4efMmwsLCkJqaig0bNmD9+vX46KOP1O2aiKjahIWFYd26ddiwYQNSU1Mxbdo0pKenIyQkRNeh6R2OE0RUV1U2Vuhi+7Zx40a1jhasXLkSVlZWKtdX+zSkM2fOwM/PT/a47HzRoKAgbNq0CRkZGXJzzbZs2RL79+/HtGnT8NVXX8He3h5ffvkl3nzzTXW7JiKqNm+99RZycnIwZ84cZGRkoEOHDti/fz8cHR11HZre4ThBRHVVZWNFXdy+Vek+CzUlLy8PUqkUx8GzUInqgscAuuPZBanqHAoFVN8eVKUP0k9lnw1wtCCqA55txTXdhr+sY0V+fj6WLVuGQ4cOISsrC6WlpXLPnzt3Tu02a2Q2JCIiIiIiql7jxo1DQkICRowYga5du2plxiUmC0REREREdcC+ffuwf/9+dO/eXWttVvtsSEREREREVP2aNWum8b0pysNkgYiIiIioDli8eDFmzJiBmzdvaq1NnoZERERERFQHeHp6Ij8/H87Ozqhfv77CvRzu37+vdptMFoiIiIiI6oAxY8bgr7/+wmeffQYbGxte4ExERER6YIybriOo2LcXdR0BkVYkJiYiKSkJnTp10lqbTBaIiIio9u/QV6fqXHcmIlSDXFxc8Pfff2u1TSYLREREdcHLvLNfm1X1fWGyQWqYP38+pk+fjnnz5qFjx44K1yxocuM5JgtERES1BXf46UVV+Uww0Xjp9O3bFwDwxhtvyJULISCRSFBSUqJ2m0wWiIiItI07/VQbaPo5ZJKhtw4dOqT1NpksEBERPY87+vSy08Z3gAmHTvj6+mq9TSYLRERUt4zoABipf14uEWlRVROOojxgh3ZCednk5+fj4sWLyMrKQmlpqdxzgwcPVrs9JgtERERERHVAXFwcxo4di+zsbIXnNL1moZ42AiMiIiIiIt2aPHkyRo4ciYyMDJSWlsr9aZIoAEwWiIiIiIjqhKysLISFhcHGxkZrbTJZICIiIiKqA0aMGIHDhw9rtU0mC0REarhx4wbGjx+Pli1bwszMDK1atUJkZCQKCwvl6qWnp2PQoEEwNzeHlZUVQkNDFeoQEVHd9eDBAwQGBkIqlUIqlSIwMBAPHz6scJldu3ahT58+sLKygkQiQXJyslp9Ll++HLt27UJwcDAWL16ML7/8Uu5PE7zAmYhIDX/88QdKS0uxevVqtG7dGr///jsmTJiAJ0+eYNGiRQCAkpISDBgwAE2bNsWxY8eQk5ODoKAgCCGwbNmyKvWfl5en9jKa3LGTiIiqJiAgALdv30ZcXBwA4P3330dgYCB++umncpd58uQJunfvjpEjR2LChAlq9/nNN9/gwIEDMDMzw+HDhyGRSGTPSSQShIaGqt0mkwUiIjX07dtXdodMAHB2dsbly5excuVKWbIQHx+PlJQU3Lp1C/b29gCAxYsXIzg4GPPmzavSznujRo3kNv6VkUgkuHLlCpydnTXuk4iI1JOamoq4uDicOHECXl5eAIC1a9fC29sbly9fRtu2bZUuFxgYCODZUWxN/Otf/8KcOXMQHh6OevW0cwIRkwUiqtNe/CXexMQEJiYmWu0jNzcXlpaWssdJSUno0KGDLFEAgD59+qCgoABnz56Fn59flfrbsWOHXH/lEUKgf//+VeqLiOhloO2xIikpCVKpVJYoAEC3bt0glUqRmJhYbrJQVYWFhXjrrbe0ligATBaISE91mAxYVLAdzysAsBxwcHCQK4+MjERUVJTW4rh27RqWLVuGxYsXy8oyMzMVZqJo3LgxjI2NkZmZWaX+HB0d8Y9//ANNmjRRqb6zszOMjIyq1CcRkb7S1ViRmZkJa2trhXJra+sqjwMVCQoKQmxsLGbOnKm1NpksEFGdduvWLbnTfsr7pSgqKgrR0dEVtnX69Gl4enrKHt+5cwd9+/bFyJEj8d5778nVVXaqkBBCrVOIlElLS1Or/u+//16l/oiIXgbaHiuA6hsHKlJSUoLPP/8cBw4cgJubm8KPRUuWLFG7TSYLRFSnWVhYqHSNwOTJkzF69OgK6zg5Ocn+f+fOHfj5+cHb2xtr1qyRq2dra4uTJ0/KlT148ABFRUVanfuaiIi0Q9tjxcWLF3H37l2F5+7du1et48Bvv/0Gd3d3AIo/FmmapDBZICICYGVlBSsrK5Xq/vXXX/Dz84OHhwc2btyocG6ot7c35s2bh4yMDNjZ2QF4dtGziYkJPDw8tBr3kydPcOTIEaSnpytMzarJrBdERFQ+VccKb29v5Obm4tSpU+jatSsA4OTJk8jNzYWPj0+1xXfo0CGtt8lkgYhIDXfu3MHrr7+OFi1aYNGiRbh3757sOVtbWwCAv78/XF1dERgYiIULF+L+/fv46KOPMGHCBK1OY3r+/Hn0798fT58+xZMnT2BpaYns7GzUr18f1tbWTBaIiHSkXbt26Nu3LyZMmIDVq1cDeDZ16sCBA+UubnZxcUFMTAyGDRsGALh//z7S09Nx584dAMDly5cBPBtfysaYmsabshERqSE+Ph5//vknDh48iObNm8POzk72V8bAwAD79u2DqakpunfvjlGjRmHo0KGyqVW1Zdq0aRg0aBDu378PMzMznDhxAjdv3oSHh4fW+yIiIvVs27YNHTt2hL+/P/z9/eHm5oavv/5ars7ly5eRm5sre7xnzx64u7tjwIABAIDRo0fD3d0dq1atKref4cOHq3UPnrfffhtZWVkq15cIIYTKtXUkLy8PUqkUxwE00HUwRFRljwF0x7MpR9X9pb1se5CrwgwX0uWa9aEvGjVqhJMnT6Jt27Zo1KgRkpKS0K5dO5w8eRJBQUH4448/dB1ijSr7bGBELmBUN99zopdGUR6wQ6rxNvxlGisMDAxw5coVNG3atNK6Qgg4ODggOTlZ5fvvaHRkYcWKFWjZsiVMTU3h4eGBo0ePVlh/27Zt6NSpE+rXrw87Ozu8++67yMnJ0aRrIiL6f0ZGRrIL1mxsbJCeng4AkEqlsv/rEscKIqLqJ4RAmzZt0Lhx40r/LC0t8eTJE7XaV/uahdjYWEydOhUrVqxA9+7dsXr1avTr1w8pKSlo0aKFQv1jx45h7Nix+M9//oNBgwbhr7/+QkhICN577z388MMP6nZPRET/z93dHWfOnEGbNm3g5+eH2bNnIzs7G19//TU6duyo09g4VhAR1QxNLmpu1qyZynXVPg3Jy8sLXbp0wcqVK2Vl7dq1w9ChQxETE6NQf9GiRVi5ciWuXbsmK1u2bBk+//xz3Lp1S6U+eRoSUd3C05C048yZM3j06BH8/Pxw7949BAUF4dixY2jdujU2btyITp066Sw2XY4VPA2JqA7gaUi1hlpHFgoLC3H27FmEh4fLlfv7+yMxMVHpMj4+Ppg1axb279+Pfv36ISsrCzt27JBduEFEROoTQkAqlaJ+/fooLi5G06ZNsX//fl2HBYBjBanGeLnqF2RqU+Fk7hASqUOtZCE7OxslJSUKN5OwsbEp99bVPj4+2LZtG9566y3k5+ejuLgYgwcPxrJly8rtp6CgAAUFBbLH6lzhTURU1924cQNDhgyR3XDHwcEBu3btQpcuXXQc2TMcK+oWXe3UV5fqWh8mIVRXaXSfhRfvAFfRratTUlIQGhqK2bNno0+fPsjIyMDHH3+MkJAQrF+/XukyMTExld5Km4joZTVjxgzk5+fj66+/hqmpKRYuXIiQkBCcOnVK16HJ4VhRu9S1nf7aRtPXl0kG1XZqJQtWVlYwMDBQ+GUoKyur3FtXx8TEoHv37vj4448BAG5ubjA3N0ePHj0wd+5cubnJy0RERCAsLEz2OC8vDw4ODuqESkRUZx09ehTffvstfH19AQBdu3aFo6Mj/v77b5iZmek4Oo4VNYU7/3WDuu8jkwtS5vHjx2jQoHqu7FUrWTA2NoaHhwcSEhJkd5oDgISEBAwZMkTpMk+fPoWhoXw3BgYGAJ79yqSMiYkJTEwquBqFiOgllpmZCRcXF9nj5s2bw8zMDHfv3oWTk5PuAvt/HCuqhkkAVUTVzweTipeLlZUV/Pz8MHjwYAwePFit2Y4qo/ZpSGFhYQgMDISnpye8vb2xZs0apKenIyQkBMCzX3r++usvbNmyBQAwaNAgTJgwAStXrpQdWp46dSq6du0Ke3t7ra0IEdHLQiKRoF49+dvk1KtXr9ydal3gWCGPCQDVNHU+c0ws9N/ly5exZ88e7Ny5E1OnToWbmxsGDx6MIUOGwM3NrUptq50svPXWW8jJycGcOXOQkZGBDh06YP/+/XB0dAQAZGRkyN0MKDg4GI8ePcLy5csxffp0NGrUCD179sSCBQuqFDgR0cuq7AY8z5////jxY7i7u8slEffv39dFeADq/ljBnX+qS3gqlP5zdHTElClTMGXKFOTm5mL//v348ccfsXjxYjRu3FiWOPj6+sqO2qpK7fss6ALvs0BUt/A+C1WzefNmleoFBQVVcyS1iyb3WeBOP1HNUSvJ4H0WtKK4uBgHDx7ETz/9hD179uDRo0dYtmwZ3n77bZXb0Gg2JCIi0p2XLQlQl9HCPEjq3phPpPfUSc5FXh6KdlRjMC8JQ0ND+Pv7w9/fH8uWLcP58+dRXFysXhvVFBsREREREdUi7u7uai/DZIGISM84OzurVO/69evVHAkREdV1TBaIiPTMjRs34OjoiICAAFhbW+s6HCIiqsOYLBAR6ZnvvvsOGzduxJIlS9CvXz+MGzcO/fv3V5hOlYiIqKo4shAR6ZlRo0bh559/xp9//gkPDw9MmzYNzZs3R3h4OK5evarr8IiISEd69uyJhw8fKpTn5eWhZ8+eGrXJZIGISEMFBQXo3LkzJBIJkpOT5Z5LT0/HoEGDYG5uDisrK4SGhqKwsFCr/Tdr1gyzZs3C1atX8e233+LkyZNwcXHBgwcPtNoPERGp78GDBwgMDIRUKoVUKkVgYKDSHfkyRUVFmDFjBjp27Ahzc3PY29tj7NixuHPnjsp9Hj58WOlYk5+fj6NHj2qyGjwNiYhIU5988gns7e1x4cIFufKSkhIMGDAATZs2xbFjx5CTk4OgoCAIIbBs2TKtxpCfn48dO3Zgw4YNOHnyJEaOHIn69etrtQ8iIlJfQEAAbt++jbi4OADA+++/j8DAQPz0009K6z99+hTnzp3Dp59+ik6dOuHBgweYOnUqBg8ejDNnzlTY18WLF2X/T0lJQWZmpuxxSUkJ4uLi0KxZM43Wg8kCEZEGfv75Z8THx2Pnzp34+eef5Z6Lj49HSkoKbt26BXt7ewDA4sWLERwcjHnz5mnlxj8nT57E+vXrERsbi1atWmHcuHHYuXMnGjduXOW2iYioalJTUxEXF4cTJ07Ay8sLALB27Vp4e3vj8uXLaNu2rcIyUqkUCQkJcmXLli1D165dkZ6ejhYtWpTbX9lRbolEovR0IzMzM41/rGKyQESkprt372LChAnYvXu30l/xk5KS0KFDB1miAAB9+vRBQUEBzp49Cz8/vyr13759e2RlZSEgIABHjx6Fm5tbldojIiLtSkpKglQqlSUKANCtWzdIpVIkJiYqTRaUyc3NhUQiQaNGjSqsl5aWBiEEnJ2dcerUKTRt2lT2nLGxMaytrWFgYKDRujBZIKI6LS9P/o6hJiYmMDEx0bg9IQSCg4MREhICT09P3LhxQ6FOZmYmbGxs5MoaN24MY2NjuUPDmkpNTYW5uTm2bNmCr7/+utx69+/fr3JfREQvA22PFZmZmUqntra2tlZ5HMjPz0d4eDgCAgIqPSLt6OgIACgtLVU/2EowWSAivZQ3xwiwkJT/fJ4AlhfBwcFBrjwyMhJRUVEK9aOiohAdHV1hn6dPn0ZiYiLy8vIQERFRYV2JRDE2IYTScnVt3Lixym0QEb0MdDVWAFUbB4qKijB69GiUlpZixYoVldZ/3pUrV3D48GFkZWUpJA+zZ89Wqy2AyQIR1XG3bt2S+0WmvF+KJk+ejNGjR1fYlpOTE+bOnYsTJ04otOPp6Ym3334bmzdvhq2tLU6ePCn3/IMHD1BUVKRwxEETQUFBVW6DiIj+R9tjxcWLF3H37l2F5+7du1fpOFBUVIRRo0YhLS0NBw8eVOs6t7Vr1+KDDz6AlZUVbG1t5RITiUTCZIGI6EUWFhYqbWitrKxgZWVVab0vv/wSc+fOlT2+c+cO+vTpg9jYWNm5qd7e3pg3bx4yMjJgZ2cH4NlFzyYmJvDw8NBwTYiIqLpoe6zw9vZGbm4uTp06ha5duwJ4NjFFbm4ufHx8yl2uLFG4evUqDh06hCZNmqi+EgDmzp2LefPmYcaMGWotVxHeZ4GISA0tWrRAhw4dZH9t2rQBALRq1QrNmzcHAPj7+8PV1RWBgYE4f/48fv31V3z00UeYMGFClWdCsrS0RHZ2tlrx3rx5s0p9EhGRetq1a4e+fftiwoQJOHHiBE6cOIEJEyZg4MCBchc3u7i44IcffgAAFBcXY8SIEThz5gy2bduGkpISZGZmIjMzU+X79Dx48AAjR47U6rrwyAIRkZYZGBhg3759mDRpErp37w4zMzMEBARg0aJFVW774cOH+PnnnyGVSlWqn5OTg5KSkir3S0RE6tm2bRtCQ0Ph7+8PABg8eDCWL18uV+fy5cvIzc0FANy+fRt79uwB8Gwq1OcdOnQIr7/+eqV9jhw5EvHx8QgJCan6Cvw/JgtERFXg5OQEIYRCeYsWLbB3795q6ZPXLBAR1X6WlpbYunVrhXWeHz/KG0/U0bp1a3z66ac4ceIEOnbsCCMjI7nnQ0ND1W6TyQIRkR6pjmnxiHRlhuWCGu1vwX3tncdNVButWbMGDRo0wJEjR3DkyBG55yQSCZMFIiIiql41vYOvTdqMnYkH1UZpaWlab5PJAhER0UtMn3f+dUnd143JBdWkwsJCpKWloVWrVjA0rNruPpMFIiKiOohJQO2i6vvBpIKq4unTp5gyZQo2b94M4NkN2pydnREaGgp7e3uEh4er3SaTBSIiIj3DRKDuUuW9ZUJB5YmIiMCFCxdw+PBh9O3bV1beq1cvREZGMlkgInoZxMfHw8/PT2GWC6o7mAxQRSr7fDCZeHnt3r0bsbGx6Natm9zdm11dXXHt2jWN2mSyQESkZ0JCQnD//n306dMHQ4YMQf/+/dGoUSNdh0VqYkJA1aWizxYTibrt3r17sLa2Vih/8uSJXPKgDiYLRER65vr167h48SL27NmDpUuXYty4cejevTuGDBmCwYMHw8nJSdchEpgMUO3EoxJ126uvvop9+/ZhypQpACBLENauXQtvb2+N2mSyQESkh9zc3ODm5oZ//etfuHPnDvbs2YM9e/ZgxowZaNOmjSxx8PT01HWodRaTAaqLmEzot5iYGPTt2xcpKSkoLi7GF198gUuXLiEpKUnhvguqYrJARKTn7O3tERISgpCQEDx58gRxcXH48ccf0bdvX4SFhWHmzJm6DlEvMRkgUsRkonbz8fHB8ePHsWjRIrRq1Qrx8fHo0qULkpKS0LFjR43aZLJARFSHmJub480338Sbb76J0tJS5OTk6DqkWodJAFH14RSxutexY0fZ1KnawGSBiKiOqlevHpo2barrMGrcNMulMLEw0XUYRFSBypKKAsMCfF5DsdRFWVlZyMrKQmlpqVy5m5ub2m3V0ySAFStWoGXLljA1NYWHhweOHj1aYf2CggLMmjULjo6OMDExQatWrbBhwwZNuiYiIj3BsYKIqGadPXsWHTp0gJ2dHdzc3NC5c2fZn7u7u0Ztqn1kITY2FlOnTsWKFSvQvXt3rF69Gv369UNKSgpatGihdJlRo0bh7t27WL9+PVq3bo2srCwUFxdrFDAREdV+HCuIiGreu+++izZt2mD9+vWwsbHReLrU50mEEEKdBby8vNClSxesXLlSVtauXTsMHToUMTExCvXj4uIwevRoXL9+HZaWlhoFmZeXB6lUiuMAGmjUAhHVJo8BdAeQm5sLCwsLtZYt2x7cum8EC4vyN4J5eQIOlkUa9UFVp8ux4pPc6TwNiUjPFeQV4HPpYo234S/rWNGwYUOcP38erVu31lqbap2GVFhYiLNnz8Lf31+u3N/fH4mJiUqX2bNnDzw9PfH555+jWbNmaNOmDT766CP8/fff5fZTUFCAvLw8uT8iIpJ37tw5/Pbbb7LHP/74I4YOHYqZM2eisLBQZ3FxrCAi0o033ngDFy5c0Gqbap2GlJ2djZKSEtjY2MiV29jYIDMzU+ky169fx7Fjx2BqaooffvgB2dnZmDRpEu7fv1/uuagxMTGIjo5WJzQiopfOxIkTER4ejo4dO+L69esYPXo0hg0bhu3bt+Pp06dYunSpTuLiWEFEpBvr1q1DUFAQfv/9d3To0AFGRkZyzw8ePFjtNjWaDenF85+EEOWeE1VaWgqJRIJt27ZBKpUCAJYsWYIRI0bgq6++gpmZmcIyERERCAsLkz3Oy8uDg4ODJqESEdVZV65cQefOnQEA27dvxz/+8Q988803OH78OEaPHq2zZKEMxwoiopqVmJiIY8eO4eeff1Z4TiKRoKSkRO021ToNycrKCgYGBgq/DGVlZSn8glTGzs4OzZo1k238gWfnrQohcPv2baXLmJiYwMLCQu6PiKg22bdvH7y8vGBmZgYrKysMHz5c7vn09HQMGjQI5ubmsLKyQmhoqNZPDRJCyKbF++WXX9C/f38AgIODA7Kzs7Xalzo4VhARAQ8ePEBgYCCkUimkUikCAwPx8OHDCpeJioqCi4sLzM3N0bhxY/Tq1QsnT55Uuc/Q0FAEBgYiIyMDpaWlcn+aJAqAmsmCsbExPDw8kJCQIFeekJAAHx8fpct0794dd+7cwePHj2VlV65cQb169dC8eXMNQiYi0q2dO3ciMDAQ7777Li5cuIDjx48jICBA9nxJSQkGDBiAJ0+e4NixY/juu++wc+dOTJ8+XatxeHp6Yu7cufj6669x5MgRDBgwAACQlpZW7k55TeBYQUQEBAQEIDk5GXFxcYiLi0NycjICAwMrXKZNmzZYvnw5fvvtNxw7dgxOTk7w9/fHvXv3VOozJycH06ZN0+oYoPZ9FsLCwrBu3Tps2LABqampmDZtGtLT0xESEgLg2WHhsWPHyuoHBASgSZMmePfdd5GSkoL//ve/+PjjjzFu3Dilh5WJiGqz4uJifPjhh1i4cCFCQkLQpk0btG3bFiNGjJDViY+PR0pKCrZu3Qp3d3f06tULixcvxtq1a7V6Ee7SpUtx7tw5TJ48GbNmzZLNfrFjx45yd8prCscKInqZpaamIi4uDuvWrYO3tze8vb2xdu1a7N27F5cvXy53uYCAAPTq1QvOzs5o3749lixZgry8PFy8eFGlfocPH45Dhw5pazUAaHDNwltvvYWcnBzMmTMHGRkZ6NChA/bv3w9HR0cAQEZGBtLT02X1GzRogISEBEyZMgWenp5o0qQJRo0ahblz52pvLYiIyvHizrmJiQlMTDSfVvPcuXP466+/UK9ePbi7uyMzMxOdO3fGokWL0L59ewBAUlISOnToAHt7e9lyffr0QUFBAc6ePQs/Pz+N+3+em5ub3GxIZRYuXAgDAwOt9KEpjhVEpE+0PVYkJSVBKpXCy8tLVtatWzdIpVIkJiaibdu2lbZRWFiINWvWQCqVolOnTir126ZNG0RERODYsWPo2LGjwgXOoaGh6q0INLzAedKkSZg0aZLS5zZt2qRQ5uLionA4moioKpYZhMLEoPwNeYFBAYDFChe8RkZGIioqSuN+r1+/DuDZeaVLliyBk5MTFi9eDF9fX1y5cgWWlpbIzMxUOATcuHFjGBsblzsbkCZu3boFiUQiO03n1KlT+Oabb+Dq6or3339fa/1oimMFEemarsaKzMxMWFtbK5RbW1tXOg7s3bsXo0ePxtOnT2FnZ4eEhARYWVmp1O+6devQoEEDHDlyBEeOHJF7TiKR1FyyQESkL27duiV34Wt5vxRFRUVVOg3n6dOnZRcUz5o1C2+++SYAYOPGjWjevDm2b9+OiRMnAlCcCQioeDYgTQQEBOD9999HYGAgMjMz0bt3b7Rv3x5bt25FZmYmZs+erbW+iIjqMm2PFYDm44Cfnx+Sk5ORnZ2NtWvXYtSoUTh58qTS5ONFaWlpldZRF5MFIqrTVJ0lZ/LkyRg9enSFdZycnPDo0SMAgKurq6zcxMQEzs7OstNqbG1tFWavePDgAYqKirR60dnvv/+Orl27AgC+//57dOjQAcePH0d8fDxCQkKYLBARqUjbY8XFixdx9+5dhefu3btX6Thgbm6O1q1bo3Xr1ujWrRteeeUVrF+/HhEREZXGV6awsBBpaWlo1aoVDA2rtrvPZIGICM+m+1TlMK+HhwdMTExw+fJlvPbaawCAoqIi3LhxQ3Y+vre3N+bNm4eMjAzY2dkBeHbRs4mJCTw8PLQWc1FRkezXr19++UV2sx0XFxdkZGRorR8ibfqoZJGuQwAALDL4SNchkB5Sdazw9vZGbm4uTp06JftR5+TJk8jNzVV7AgohBAoKClSq+/TpU0yZMgWbN28G8GxWOWdnZ4SGhsLe3h7h4eFq9Q0wWSAiUouFhQVCQkIQGRkJBwcHODo6YuHChQCAkSNHAgD8/f3h6uqKwMBALFy4EPfv38dHH32ECRMmaPVeAO3bt8eqVaswYMAAJCQk4N///jcA4M6dO2jSpInW+iF6UW3Z4a+KqqwDEw2qTLt27dC3b19MmDABq1evBgC8//77GDhwoNzFzS4uLoiJicGwYcPw5MkTzJs3D4MHD4adnR1ycnKwYsUK3L59Wza+VCYiIgIXLlzA4cOH0bdvX1l5r169EBkZyWSBiKgmLFy4EIaGhggMDMTff/8NLy8vHDx4EI0bNwYAGBgYYN++fZg0aRK6d+8OMzMzBAQEYNEi7e5gLViwAMOGDcPChQsRFBQkmy1jz549sl+yiNRRF5KAmqDq68Sk4uW2bds2hIaGwt/fHwAwePBgLF++XK7O5cuXkZubC+DZ2PHHH39g8+bNyM7ORpMmTfDqq6/i6NGjstn2KrN7927ExsaiW7ductdGuLq64tq1axqtB5MFIiI1GRkZYdGiRRXu/Ldo0QJ79+6t1jhef/11ZGdnIy8vT5aoAM9+vapfv3619k36h4lAzVPlNWdCUXdZWlpi69atFdYRQsj+b2pqil27dlWpz3v37im9EPrJkycaT7DBZIGISI8JIXD27Flcu3YNAQEBaNiwIYyNjZksvKSYEOifit4zJhKkrldffRX79u3DlClTAPxvRqa1a9fC29tbozaZLBAR6ambN2+ib9++SE9PR0FBAXr37o2GDRvi888/R35+PlatWqXrEKmaMCl4OZT3PjOJoPLExMSgb9++SElJQXFxMb744gtcunQJSUlJCvddUBWTBSIiPfXhhx/C09MTFy5ckLugediwYXjvvfd0GBlpC5MCUoZJBJXHx8cHx48fx6JFi9CqVSvEx8ejS5cuSEpKQseOHTVqk8kCEZGeOnbsGI4fPw5jY2O5ckdHR/z11186ioo0waSAtIFJBAFAx44dZVOnagOTBSIiPVVaWoqSkhKF8tu3b6Nhw4Y6iIhUwcSAapqyzxwTiLpp//79MDAwQJ8+feTKDxw4gNLSUvTr10/tNpksEBHpqd69e2Pp0qVYs2YNgGcXsj1+/BiRkZHo37+/jqMjgIkB1V5MIOqm8PBwzJ8/X6FcCIHw8HAmC0REL5MlS5agZ8+ecHV1RX5+PgICAnD16lVYWVnh22+/1XV4Lx0mBqTvmEDov6tXr8LV1VWh3MXFBX/++adGbTJZICLSU82aNUNycjK+++47nD17FqWlpRg/fjzefvttmJmZ6Tq8Oo2JAb0smEDoF6lUiuvXr8PJyUmu/M8//4S5ublGbTJZICLSQ0VFRWjbti327t2Ld999F++++66uQ6qzmBgQyWMCUXsNHjwYU6dOxQ8//IBWrVoBeJYoTJ8+HYMHD9aoTSYLRER6yMjICAUFBRrfkZOUY2JApBkmELXDwoUL0bdvX7i4uKB58+YAnk160aNHDyxapNn2jckCEZGemjJlChYsWIB169bB0JCbc00wOSCqPkwgap5UKkViYiISEhJw4cIFmJmZwc3NDf/4xz80bpOjCxGRnjp58iR+/fVXxMfHo2PHjgrno+7atUtHkdU+TAqIagcmENVPIpHA398f/v7+WmmPyQIRkZ5q1KgR3nzzTV2HUetMKfkSFiU8PYtIXyhLIPJKBD7XQSx1wZMnT3DkyBGkp6ejsLBQ7rnQ0FC122OyQESkpzZu3KjrEIiIqBY5f/48+vfvj6dPn+LJkyewtLREdnY26tevD2tra42ShXrVECcREdWAnj174uHDhwrleXl56NmzZ80HREREOjVt2jQMGjQI9+/fh5mZGU6cOIGbN2/Cw8ND4wucmSwQEempw4cPKxxiBoD8/HwcPXpUBxEREZEuJScnY/r06TAwMICBgQEKCgrg4OCAzz//HDNnztSoTZ6GRESkZy5evCj7f0pKCjIzM2WPS0pKEBcXh2bNmukiNCIi0iEjIyPZlNo2NjZIT09Hu3btIJVKkZ6erlGbPLJARKSmK1euYMiQIbCysoKFhQW6d++OQ4cOydVJT0/HoEGDYG5uDisrK4SGhio9CqCJzp07w93dHRKJBD179kTnzp1lfx4eHpg7dy5mz56tlb6IiEgzDx48QGBgIKRSKaRSKQIDA5WeOlqeiRMnQiKRYOnSpSov4+7ujjNnzgAA/Pz8MHv2bGzbtg1Tp05Fx44d1VyDZ3hkgYhITQMGDECbNm1w8OBBmJmZYenSpRg4cCCuXbsGW1tblJSUYMCAAWjatCmOHTuGnJwcBAUFQQiBZcuWVbn/tLQ0CCHg7OyMU6dOoWnTprLnjI2NYW1tDQMDgyr3Q0REmgsICMDt27cRFxcHAHj//fcRGBiIn376qdJld+/ejZMnT8Le3l6tPj/77DM8evQIAPDvf/8bQUFB+OCDD9C6dWuNJ8VgskBEpIbs7Gz8+eef2LBhA9zc3AAA8+fPx4oVK3Dp0iXY2toiPj4eKSkpuHXrlmxDv3jxYgQHB2PevHmwsLCoUgyOjo4AgNLS0qqtDBERVYvU1FTExcXhxIkT8PLyAgCsXbsW3t7euHz5Mtq2bVvusn/99RcmT56MAwcOYMCAAWr16+npKft/06ZNsX//fs1W4Dk8DYmI6rS8vDy5v4KCgiq116RJE7Rr1w5btmzBkydPUFxcjNWrV8PGxgYeHh4AgKSkJHTo0EHuF6E+ffqgoKAAZ8+erVL/z9u8eTP27dsne/zJJ5+gUaNG8PHxwc2bN7XWDxFRXaftsSIpKQlSqVSWKABAt27dZHdYLk9paSkCAwPx8ccfo3379lWKQVt4ZIGI9NJ/7k+FpLj8X+hFXh6AxXBwcJArj4yMRFRUlMb9SiQSJCQkYMiQIWjYsCHq1asHGxsbxMXFoVGjRgCAzMxM2NjYyC3XuHFjGBsby12MXFWfffYZVq5cCeDZwLR8+XIsXboUe/fuxbRp03gHZ6pTLGYov+Ynb4FxDUdC+kRXY0VmZiasra0Vyq2trSscBxYsWABDQ0O17odQdg2bKs6dO6dyu2WYLBBRnXbr1i25035MTEyU1ouKikJ0dHSFbZ0+fRoeHh6YNGkSrK2tcfToUZiZmWHdunUYOHAgTp8+DTs7OwBQuuEWQqi8QVfFrVu30Lp1awDPzm8dMWIE3n//fXTv3h2vv/661vohUlV5O/T62icTkZeHtscKQP1x4OzZs/jiiy9w7tw5tcaKoUOHqlxXExolCytWrMDChQuRkZGB9u3bY+nSpejRo0elyx0/fhy+vr7o0KEDkpOTNemaiEgtFhYWKl0jMHnyZIwePbrCOk5OTjh48CD27t2LBw8eyNpdsWIFEhISsHnzZoSHh8PW1hYnT56UW/bBgwcoKipSOOJQFQ0aNEBOTg5atGiB+Ph4TJs2DQBgamqKv//+W2v9aIpjRd2giwSgtlBn3ZlY6DdtjxUXL17E3bt3FZ67d+9euePA0aNHkZWVhRYtWsjKSkpKMH36dCxduhQ3btxQulxkZGSlcVeF2slCbGwspk6dihUrVqB79+5YvXo1+vXrh5SUFLmVe1Fubi7Gjh2LN954Q+mLR0SkS1ZWVrCysqq03tOnTwEA9erJX/JVr1492QXH3t7emDdvHjIyMmRHGuLj42FiYiK7rkEbevfujffeew/u7u64cuWK7EK4S5cuwcnJSWv9aIJjhf54mZMBbarsdWQyUTeoOlZ4e3sjNzcXp06dQteuXQEAJ0+eRG5uLnx8fJQuExgYiF69esmV9enTB4GBgXj33XfVivPMmTNITU2FRCJBu3btqjT2SIQQQp0FvLy80KVLF9l5sgDQrl07DB06FDExMeUuN3r0aLzyyiswMDDA7t271fq1KC8vD1KpFMcBNFAnWCKqlR4D6I5nO4bqzgxUtj0wSrsFSQXLirw8FLV00KiPimRnZ8PFxQW+vr6YPXs2zMzMsHbtWnzxxRc4ffo0OnXqhJKSEnTu3Bk2NjZYuHAh7t+/j+DgYAwdOlQrU6eWefjwIf71r3/h1q1b+OCDD9C3b18Az35lMjY2xqxZs7TWl7p0OVbcum8ECwvtne5VFzAhqN2YSCjKyxNwsCzSeBuu67ECAPr164c7d+5g9erVAJ5Nnero6Cg3daqLiwtiYmIwbNgwpW04OTlh6tSpmDp1qkp93r59G2PGjMHx48dl19E9fPgQPj4++PbbbxWuzVCFWkcWCgsLcfbsWYSHh8uV+/v7V3hl98aNG3Ht2jVs3boVc+fOrbSfgoICuavQ8/Ly1AmTiKjaWFlZIS4uDrNmzULPnj1RVFSE9u3b48cff0SnTp0AAAYGBti3bx8mTZqE7t27w8zMDAEBAVi0aJFWY2nUqBGWL1+uUF7Z+bTVjWOFbjEx0D+8eLtu2rZtG0JDQ+Hv7w8AGDx4sMI2+/Lly8jNzdVan+PGjUNRURFSU1Nl07NevnwZ48aNw/jx4xEfH692m2olC9nZ2SgpKVE418rGxqbcK7uvXr2K8PBwHD16FIaGqnUXExOj88GOiKg8np6eOHDgQIV1WrRogb1799ZQRLULx4qawaSg7lP2HjOB0B+WlpbYunVrhXUqO8GnvOsUynP06FEkJibK3cehbdu2WLZsGbp3765WW2U0usD5xSu0y7uyu6SkBAEBAYiOjkabNm1Ubj8iIgJhYWGyx3l5eRodNiEiIt3hWKE9TAyoDBMIqkiLFi1QVFSkUF5cXIxmzZpp1KZayYKVlRUMDAwUfhnKyspSemX3o0ePcObMGZw/fx6TJ08G8OxmE0IIGBoaIj4+Hj179lRYzsTEpNwpq4iIqHbjWFF1TA5IHS9+Xpg8vLw+//xzTJkyBV999RU8PDwgkUhw5swZfPjhhxqfCqtWsmBsbAwPDw8kJCTIXYhRdoOiF1lYWOC3336TK1uxYgUOHjyIHTt2oGXLlhoFTUREtRfHCvUxOSBtYvLw8goODsbTp0/h5eUlO6WzuLgYhoaGGDduHMaNGyere//+fZXaVPs0pLCwMAQGBsLT0xPe3t5Ys2YN0tPTERISAuDZYeG//voLW7ZsQb169dChQwe55a2trWFqaqpQTkREdQfHiooxOaCaxOTh5bF06VKtt6l2svDWW28hJycHc+bMQUZGBjp06ID9+/fD0dERAJCRkYH09HStB0pERIC7u7vKd/Y8d+5cNUdTPo4V8pgcUG3C5KHuCgoK0nqbat9nQRd4nwWiukWf77Oga+rM/lPdd/WsbWrTfRaYHJA+qw3JQ124z4IunDt3DkZGRujYsSMA4Mcff8TGjRvh6uqKqKgoGBur/95qNBsSERHpxsuWAOgTJghUVzz/Wa4NiQOpbuLEiQgPD0fHjh1x/fp1vPXWWxg+fDi2b9+Op0+fanSaEpMFIiIiDTFBoLqOiYN+uXLlCjp37gwA2L59O3x9ffHNN9/g+PHjGD16NJMFIqKXSUlJCf7zn//g+++/R3p6OgoL5XdcVZ3pgtTDBIFeVkwcaj8hBEpLSwEAv/zyCwYOHAgAcHBwQHZ2tkZt1tNadEREVKOio6OxZMkSjBo1Crm5uQgLC8Pw4cNRr149REVF6Tq8OsViRqHsj4j4naitPD09MXfuXHz99dc4cuQIBgwYAABIS0tTep8bVfDIAhGRntq2bRvWrl2LAQMGIDo6GmPGjEGrVq3g5uaGEydOIDQ0VNch6jXuBBGphkccao+lS5fi7bffxu7duzFr1iy0bt0aALBjxw74+Pho1CaTBSIiPZWZmSmb8aJBgwbIzc0FAAwcOBCffvqpLkPTa0wSiDRX9v1h0qAbbm5uCje5BICFCxfCwMBAozaZLBAR6anmzZsjIyMDLVq0QOvWrREfH48uXbrg9OnTMDEx0XV4eoUJApF28WhD7WJqaqrxskwWiIj01LBhw/Drr7/Cy8sLH374IcaMGYP169cjPT0d06ZN03V4eoFJAlH149GG6mVpaYkrV67AysoKjRs3rvDGnZpMfMFkgYhIT82fP1/2/xEjRsDBwQHHjx9H69atMXjwYB1GVrsxQSDSDR5tqB7/+c9/0LBhQwDQaGrUyjBZICKqI7y8vODl5aXrMGotJglEtQePNmhPUFCQ0v9rC5MFIiI9FRMTAxsbG4wbN06ufMOGDbh37x5mzJiho8hqFyYJRLUXk4aqy8vLU7muhYWF2u3zPgtERGqaN28efHx8UL9+fTRq1EhpnfT0dAwaNAjm5uawsrJCaGiowk3TfvvtN/j6+sLMzAzNmjXDnDlzIIRQOY7Vq1fDxcVFobx9+/ZYtWqVWutUF3EOeCL9URe/rw8ePEBgYCCkUimkUikCAwPx8OHDCpcJDg6GRCKR++vWrVuFyzRq1AiNGzdW6U8TPLJARKSmwsJCjBw5Et7e3li/fr3C8yUlJRgwYACaNm2KY8eOIScnB0FBQRBCYNmyZQCe/RLUu3dv+Pn54fTp07hy5QqCg4Nhbm6O6dOnqxRHZmYm7OzsFMqbNm2KjIyMqq2kHrOYXQQLTgZFpJdkRxpmGek4kqoLCAjA7du3ERcXBwB4//33ERgYiJ9++qnC5fr27YuNGzfKHhsbV3zU5dChQ7L/37hxA+Hh4QgODoa3tzcAICkpCZs3b0ZMTIxG68FkgYhITdHR0QCATZs2KX0+Pj4eKSkpuHXrFuzt7QEAixcvRnBwMObNmwcLCwts27YN+fn52LRpE0xMTNChQwdcuXIFS5YsQVhYWIWzWZQpu6C5ZcuWcuXHjx+X9UtEpI8sZhfpOoQqSU1NRVxcHE6cOCG7lmzt2rXw9vbG5cuX0bZt23KXNTExga2trcp9+fr6yv4/Z84cLFmyBGPGjJGVDR48GB07dsSaNWs0uqaBpyEREWlZUlISOnToILfD3qdPHxQUFODs2bOyOr6+vnL3Q+jTpw/u3LmDGzduqNTPe++9h6lTp2Ljxo24efMmbt68iQ0bNmDatGmYMGGCVteJiIhUl5SUBKlUKjfpRLdu3SCVSpGYmFjhsocPH4a1tTXatGmDCRMmICsrS61+PT09Fco9PT1x6tQp1VfgOTyyQER12osXfpmYmFT7DcsyMzNhY2MjV9a4cWMYGxsjMzNTVsfJyUmuTtkymZmZCkcLlPnkk09w//59TJo0SXY9hKmpKWbMmIGIiAgtrAkR0ctB22NFZmYmrK2tFcqtra1l44Ay/fr1w8iRI+Ho6Ii0tDR8+umn6NmzJ86ePatSPA4ODli1ahUWL14sV7569Wo4ODiovyJgskBEeqroYwvAqIJZHf7/CPaLG8fIyEhERUUpVI+KipKdXlSe06dPK/3FRhllpxEJIeTKX6xTdnGzKqcgldVbsGABPv30U6SmpsLMzAyvvPIK795MOnVxceV19IGbapcOUS2nq7ECUG0ceNFbb70l+3+HDh3g6ekJR0dH7Nu3D8OHD6+wX+DZPRfefPNNHDhwQHZh9IkTJ3Dt2jXs3Lmz0uWVYbJARHXarVu35KaKK29HevLkyRg9enSFbb14JKA8tra2OHnypFzZgwcPUFRUJDt6YGtrq/DrUtmh5hePSlSmQYMGePXVV9VahkhVdWXnX13qrjeTC/2m7bHi4sWLuHv3rsJz9+7dU2sbb2dnB0dHR1y9elWl+v3798fVq1excuVKpKamQgiBIUOGICQkhEcWiIiUsbCwUGleaSsrK1hZWWmlT29vb8ybNw8ZGRmy2Yri4+NhYmICDw8PWZ2ZM2eisLBQNtNFfHw87O3tK0xKhg8fjk2bNsHCwqLSX5l27dqllfWhuu1lTQa0rbLXkclE7abtscLb2xu5ubk4deoUunbtCgA4efIkcnNz4ePjo3JcOTk5uHXrltKZ78rTvHlzzJs3T+X6lWGyQESkpvT0dNy/fx/p6ekoKSlBcnIyAKB169Zo0KAB/P394erqisDAQCxcuBD379/HRx99hAkTJsgGo4CAAERHRyM4OBgzZ87E1atX8dlnn2H27NkVHqKWSqWy5y0sLFQ+ZYlebkwIdK+i94CJRN3Trl079O3bFxMmTMDq1asBPJs6deDAgXIzIbm4uCAmJgbDhg3D48ePERUVhTfffBN2dna4ceMGZs6cCSsrKwwbNkxXq8JkgYhIXbNnz8bmzZtlj93d3QE8m+v69ddfh4GBAfbt24dJkyahe/fuMDMzQ0BAABYtWiRbRiqVIiEhAf/85z/h6emJxo0bIywsDGFhYRX2/fzc2+VN3UovLyYF+qm8941JhH7btm0bQkND4e/vD+DZFKbLly+Xq3P58mXk5uYCAAwMDPDbb79hy5YtePjwIezs7ODn54fY2Fg0bNiwxuMvIxHq3C5UR/Ly8iCVSnEcQANdB0NEVfYYQHcAubm5at96vmx7gBG5lVy0lgfskGrUh77o2bMndu3apXAX6by8PAwdOhQHDx7UTWA6UvbZyJ2MOn9TNiYFL7eXIYnIKwCkyzUbJwCOFdrEIwtERHrq8OHDsilTn5efn4+jR4/qICKqLkwO6Hkvfh5ehuSBdIfJAhGRnrl48aLs/ykpKXKzKpWUlCAuLg7NmjXTRWikBUwMSF3KPjNMIEhbmCwQEemZzp07QyKRQCKRoGfPngrPm5mZYdmyZTqIjDTFBIG07fnPFBOHus3d3V3lyS7OnTundvtMFoiI9ExaWhqEEHB2dsapU6fQtGlT2XPGxsawtraGgYGBDiOkyjA5oJrE05bqtqFDh1Zr+0wWiIj0jKOjI4qKijB27FhYWlrC0dFR1yGRCpggUG3Bow51S2RkZLW2z2SBiEgPGRkZ4ccff8Ts2bN1HQqVg8kB6QMedaDK1NNkoRUrVqBly5YwNTWFh4dHhbNu7Nq1C71790bTpk1hYWEBb29vHDhwQOOAiYjomaFDh2L37t26DqNcL+tYcXExEwXSX/z86reSkhIsWrQIXbt2ha2tLSwtLeX+NKH2kYXY2FhMnToVK1asQPfu3bF69Wr069cPKSkpaNGihUL9//73v+jduzc+++wzNGrUCBs3bsSgQYNw8uRJ2Y2MiIhIfa1bt8a///1vJCYmwsPDA+bm5nLPh4aG6iiyl2+s4M4V1TU8VUk/RUdHY926dQgLC8Onn36KWbNm4caNG9i9e7fGR6LVvimbl5cXunTpgpUrV8rK2rVrh6FDhyImJkalNtq3b4+33npL5aB5UzaiuoU3ZdOOli1blvucRCLB9evXazAaebocK2rqpmxMEOhlVFOJA2/KpplWrVrhyy+/xIABA9CwYUMkJyfLyk6cOIFvvvlG7TbVOrJQWFiIs2fPIjw8XK7c398fiYmJKrVRWlqKR48eaXwohIiInklLS9N1CErV9bGCSQK9zMo+/zzaUDtlZmaiY8eOAIAGDRogNzcXADBw4EB8+umnGrWpVrKQnZ2NkpIS2NjYyJXb2NjI3RSoIosXL8aTJ08watSocusUFBSgoKBA9jgvL0+dMImIXiqFhYVIS0tDq1atYGio+3kr6upYwSSB6H+YNNROzZs3R0ZGBlq0aIHWrVsjPj4eXbp0wenTp2FiotkhV40ucH7xxg9CCJVuBvHtt98iKioKsbGxsLa2LrdeTEwMpFKp7M/BwUGTMImI6rSnT59i/PjxqF+/Ptq3b4/09HQAz65VmD9/vo6jqztjBS/4JCofvx+1y7Bhw/Drr78CAD788EN8+umneOWVVzB27FiMGzdOozbVShasrKxgYGCg8MtQVlaWwi9IL4qNjcX48ePx/fffo1evXhXWjYiIQG5uruzv1q1b6oRJRPRSiIiIwIULF3D48GGYmprKynv16oXY2FidxVVXxgruBBGpjt+X2mH+/PmYOXMmAGDEiBE4duwYPvjgA2zfvl3jH5HUOl5tbGwMDw8PJCQkYNiwYbLyhIQEDBkypNzlvv32W4wbNw7ffvstBgwYUGk/JiYmGh8qISJ6WezevRuxsbHo1q2b3C/2rq6uuHbtms7i0vexgjs8RJrj6Um1i5eXF7y8vKrUhtont4aFhSEwMBCenp7w9vbGmjVrkJ6ejpCQEADPfun566+/sGXLFgDPNv5jx47FF198gW7dusl+aTIzM3t2lToREWnk3r17Sk/TefLkiUqn+1QnfRwrmCQQaQ+TBt2IiYmBjY2NwilHGzZswL179zBjxgy121T7moW33noLS5cuxZw5c9C5c2f897//xf79++Ho6AgAyMjIkJ03CwCrV69GcXEx/vnPf8LOzk729+GHH6odLBER/c+rr76Kffv2yR6XJQhr166Ft7e3rsICoH9jBRMFourB71bNWr16NVxcXBTK27dvj1WrVmnUptr3WdAF3meBqG7hfRa0IzExEX379sXbb7+NTZs2YeLEibh06RKSkpJw5MgReHh46DrEGqXJfRa4I0NUc9Q5ysD7LGjG1NQUqampCvfhuX79OlxdXZGfn692mxrNhkRERLqTnJwMAPDx8cHx48fx9OlTtGrVCvHx8bCxsUFSUtJLlyhogokCUc3id676OTg44Pjx4wrlx48fh729vUZtMlkgIlLTvHnz4OPjg/r166NRo0YKz1+4cAFjxoyBg4MDzMzM0K5dO3zxxRcK9X777Tf4+vrCzMwMzZo1w5w5c6DKwd4uXbrAw8MDK1euRIsWLbB582b8/vvvSElJwdatW2U35KHycaeFSDdeplmTHjx4gMDAQNn0zoGBgXj48GGly6WmpmLw4MGQSqVo2LAhunXrJnfaZkXee+89TJ06FRs3bsTNmzdx8+ZNbNiwAdOmTcOECRM0Wg/d372HiEjPFBYWYuTIkfD29sb69esVnj979iyaNm2KrVu3wsHBAYmJiXj//fdhYGCAyZMnA3h2iLx3797w8/PD6dOnceXKFQQHB8Pc3BzTp1d8rP748ePYsGEDwsPDMX36dLz55psYN24c/Pz8qmV965KXZSeFqLa7uLjuX/wcEBCA27dvIy4uDgDw/vvvIzAwED/99FO5y1y7dg2vvfYaxo8fj+joaEilUqSmpspNj12RTz75BPfv38ekSZNQWFgI4NmpSTNmzEBERIRG68FrFoioxtWVaxY2bdqEqVOnqvRL0T//+U+kpqbi4MGDAICVK1ciIiICd+/elU3/OX/+fCxbtgy3b99WaTajv//+G99//z02btyIo0ePwsnJCePGjUNQUBCaN29epXXTR5Vds8BEgaj2KS9h0PdrFlJTU+Hq6ooTJ07Ipi49ceIEvL298ccff6Bt27ZKlxs9ejSMjIzw9ddfV6n/x48fIzU1FWZmZnjllVeqNM00T0MiojotLy9P7q+goEAnceTm5sLS0lL2OCkpCb6+vnIb8D59+uDOnTu4ceOGSm2amZkhKCgIhw8fxpUrVzBmzBisXr0aLVu2RP/+/bW9CnqNiQJR7VRbvpvaHiuSkpIglUrl7nHQrVs3SKVSJCYmKl2mtLQU+/btQ5s2bdCnTx9YW1vDy8sLu3fvVrv/Bg0a4NVXX0WHDh2qfD8anoZERPppx++o+FjjYwDPLvZ6XmRkJKKioqotLGWSkpLw/fffy01zmpmZCScnJ7l6ZXc3zszMVJjJojKtWrVCeHg4HBwcMHPmTBw4cKDKcdcVtWVnhIiUq9ZTknQ0VmRmZiq9D461tbXC3e3LZGVl4fHjx5g/fz7mzp2LBQsWIC4uDsOHD8ehQ4fg6+urdLnhw4dj06ZNsLCwwPDhwyuMa9euXWqvC5MFIqrTbt26JXdoubxfWKKiohAdHV1hW6dPn4anp6da/V+6dAlDhgzB7Nmz0bt3b7nnXjzVqOysUHVvqHbkyBFs2LABO3fuhIGBAUaNGoXx48er1UZdxUSBSD/o+hoGbY8VgPJtuRCi3G18aWkpAGDIkCGYNm0aAKBz585ITEzEqlWryk0WpFKprE0LCwut35STyQIR1WkWFhYqnYc6efJkjB49usI6Lx4JqExKSgp69uyJCRMm4F//+pfcc7a2tgq/LmVlZQH43xGGity6dQubNm3Cpk2bkJaWBh8fHyxbtgyjRo2Cubm5WnHWVUwUiPSLLhMGbY8VFy9exN27dxWeu3fvXrnbeCsrKxgaGsLV1VWuvF27djh27Fi5/W3cuFH2/02bNlUYmyaYLBAR4dlG2srKSmvtXbp0CT179kRQUBDmzZun8Ly3tzdmzpyJwsJCGBsbAwDi4+Nhb29faVLSu3dvHDp0CE2bNsXYsWMxbty4ci+We1kxUSDST7o+wlAZVccKb29v5Obm4tSpU+jatSsA4OTJk8jNzYWPj4/SZYyNjfHqq6/i8uXLcuVXrlyBo6OjSvH17NkTu3btUpjWOy8vD0OHDpVNsqEOXuBMRKSm9PR0JCcnIz09HSUlJUhOTkZycjIeP3527uulS5fg5+eH3r17IywsDJmZmcjMzMS9e/dkbQQEBMDExATBwcH4/fff8cMPP+Czzz5DWFhYpYeQzczMsHPnTty+fRsLFixgovCC35frOgIiqoq6kOy3a9cOffv2xYQJE3DixAmcOHECEyZMwMCBA+W22S4uLvjhhx9kjz/++GPExsZi7dq1+PPPP7F8+XL89NNPmDRpkkr9Hj58WDZl6vPy8/Nx9OhRjdaFRxaIiNQ0e/ZsbN68WfbY3d0dAHDo0CG8/vrr2L59O+7du4dt27Zh27ZtsnqOjo6ymY6kUikSEhLwz3/+E56enmjcuDHCwsIQFhZWaf979uzR7goREdUydSHp37ZtG0JDQ+Hv7w8AGDx4MJYvl1+xy5cvIzc3V/Z42LBhWLVqFWJiYhAaGoq2bdti586deO211yrs6+LFi7L/p6SkyJ3mWlJSgri4ODRr1kyj9eB9FoioxmnlPguVbhGe9VKd91mg2oVjBVHdUZVxAnj5xop69erJjkor27U3MzPDsmXLMG7cOLXb5pEFIiIiIiI9lpaWBiEEnJ2dcerUKTRt2lT2nLGxMaytrWFgYKBR20wWiIiIiIj0mKOjI4qKijB27FhYWlqqfEG0KniBMxERERGRnjMyMsKPP/6o9XaZLBARERER1QFDhw7F7t27tdomT0MiIiIiIqoDWrdujX//+99ITEyEh4eHwk06Q0ND1W6TyQIRERERUR2wbt06NGrUCGfPnsXZs2flnpNIJEwWiIiIiIheVmlpaVpvk9csEBERERHVIYWFhbh8+TKKi4ur3BaTBSIiIiKiOuDp06cYP3486tevj/bt2yM9PR3As2sV5s+fr1GbTBaIiIiIiOqAiIgIXLhwAYcPH4apqamsvFevXoiNjdWoTV6zQERERERUB+zevRuxsbHo1q0bJBKJrNzV1RXXrl3TqE0eWSAiIiIiqgPu3bsHa2trhfInT57IJQ/qYLJARERERFQHvPrqq9i3b5/scVmCsHbtWnh7e2vUpt6fhuQ2Hbi4WNdREJEy/H4SERHVnJiYGPTt2xcpKSkoLi7GF198gUuXLiEpKQlHjhzRqE29OrLQYfKzf92m/++v7DER1S7Pfz9f/H/Zd5mIiIiqLjk5GQDg4+OD48eP4+nTp2jVqhXi4+NhY2ODpKQkeHh4aNS23h1ZKC8xeP4XTP6aSVSzXvzOKfueMqknIiKqHl26dIG7uzvee+89BAQEYPPmzVprW6+OLKiDOyZENUOTI3x5c4yqJxgiIqKX0PHjx9GlSxeEh4fDzs4OgYGBOHTokFba1ihZWLFiBVq2bAlTU1N4eHjg6NGjFdY/cuQIPDw8YGpqCmdnZ6xatUqjYMtzcbH8r5ovPiai6lP2fXvxO1iXzZs3Dz4+Pqhfvz4aNWpUYd2cnBw0b94cEokEDx8+lHvut99+g6+vL8zMzNCsWTPMmTMHQojqC7yG1baxgoioJj148ACBgYGQSqWQSqUIDAxUGAdeJJFIlP4tXLiwwuW8vb2xdu1aZGZmYuXKlbh16xZ69eqFVq1aYd68ebh9+7bG66F2shAbG4upU6di1qxZOH/+PHr06IF+/frJ7hD3orS0NPTv3x89evTA+fPnMXPmTISGhmLnzp0aB/28ur5TQqSvykva8xYY13wwWlZYWIiRI0figw8+qLTu+PHj4ebmplCel5eH3r17w97eHqdPn8ayZcuwaNEiLFmypDpCrnG1bawgIqppAQEBSE5ORlxcHOLi4pCcnIzAwMAKl8nIyJD727BhAyQSCd58802V+jQzM0NQUBAOHz6MK1euYMyYMVi9ejVatmyJ/v37a7QeEqHmz1heXl7o0qULVq5cKStr164dhg4dipiYGIX6M2bMwJ49e5CamiorCwkJwYULF5CUlKRSn3l5eZBKpbh13wjN5xXJPcdkgaj2UnZqUt4CY+TlCThYFiE3NxcWFhZqtVm2PQCOA2hQQc3HALpr1IeqNm3ahKlTp5b7S9HKlSsRGxuL2bNn44033sCDBw9kRyJWrlyJiIgI3L17FyYmJgCA+fPnY9myZbh9+7bG82HXFrocKyr7ZBBR7fdsCw6Nt+G6HitSU1Ph6uqKEydOwMvLCwBw4sQJeHt7448//kDbtm1Vamfo0KF49OgRfv31V43iePz4MbZt24aZM2fi4cOHKCkpUbsNtS5wLiwsxNmzZxEeHi5X7u/vj8TERKXLJCUlwd/fX66sT58+WL9+PYqKimBkpHjuckFBAQoKCmSPc3NzAQCP8gRuzzKCxez/JQxOFcyq8vvySleJiLSgvNmN8gpeeDzHCMgTWPRkIoDlVTzl5olKz+fl5cmVmpiYyHbOq1NKSgrmzJmDkydP4vr16wrPJyUlwdfXVy6WPn36ICIiAjdu3EDLli2rPcbqouuxorJPBhHVfmXf46qfmqmbsSIpKQlSqVSWKABAt27dIJVKkZiYqFKycPfuXezbt0+ji5WPHDmCDRs2YOfOnTAwMMCoUaMwfvx4tdsB1EwWsrOzUVJSAhsbG7lyGxsbZGZmKl0mMzNTaf3i4mJkZ2fDzs5OYZmYmBhER0crlLs6FasTLhHVFFUT8+Vlif6zBXJycv7/lx/VGRsbw9bWFpmZ/pXWbdCgARwcHOTKIiMjERUVpVaf6iooKMCYMWOwcOFCtGjRQmmykJmZCScnJ7mysm1lZmamXicLuh4rKv9kEJG+0GScAHQ/VmRmZiq9k7K1tXW528EXbd68GQ0bNsTw4cNVqn/r1i1s2rQJmzZtQlpaGnx8fLBs2TKMGjUK5ubmasX/PI2mTn3x8LgQosJD5srqKysvExERgbCwMNnjhw8fwtHREenp6Rp9YGqDvLw8ODg44NatW9V2SkR14zrUDnVhHXJzc9GiRQtYWlqqvaypqSnS0tJQWFhYaV1l26byfimKiopSuuP5vNOnT8PT07PSfiMiItCuXTu88847FdZTd9uobzhWqK8ufL/1fR30PX6gbqxDVcYJQPdjBaB821XZdvB5GzZswNtvvw1TU9NK6/bu3RuHDh1C06ZNMXbsWIwbN07lU50qo1ayYGVlBQMDA4WMKCsrS+EXoTLPsjrF+oaGhmjSpInSZco79COVSvX2Q1/GwsKC61ALcB1qh3r1NJu92dTUVKWNpzomT56M0aNHV1jnxSMB5Tl48CB+++037NixA8D/dnqtrKwwa9YsREdHl7ttBFDu9lRfcKyourrw/db3ddD3+IG6sQ6ajhOAbseKixcv4u7duwrP3bt3T6Vt/NGjR3H58mXExsaqFJeZmRl27tyJgQMHwsDAQKVlVKVWsmBsbAwPDw8kJCRg2LBhsvKEhAQMGTJE6TLe3t746aef5Mri4+Ph6emp9BxUIiJdsLKygpWVlVba2rlzJ/7++2/Z49OnT2PcuHE4evQoWrVqBeDZtnHmzJkoLCyEsfGzGaLi4+Nhb2+vclJSW3GsIKK6StWxwtvbG7m5uTh16hS6du0KADh58iRyc3Ph4+NT6fLr16+Hh4cHOnXqpFJce/bsUameRoSavvvuO2FkZCTWr18vUlJSxNSpU4W5ubm4ceOGEEKI8PBwERgYKKt//fp1Ub9+fTFt2jSRkpIi1q9fL4yMjMSOHTtU7jM3N1cAELm5ueqGW2twHWoHrkPtoO/rcPPmTXH+/HkRHR0tGjRoIM6fPy/Onz8vHj16pLT+oUOHBADx4MEDWdnDhw+FjY2NGDNmjPjtt9/Erl27hIWFhVi0aFENrUX14lihGa6D7ul7/EJwHWqLvn37Cjc3N5GUlCSSkpJEx44dxcCBA+XqtG3bVuzatUuuLDc3V9SvX1+sXLmyJsMtl9rJghBCfPXVV8LR0VEYGxuLLl26iCNHjsieCwoKEr6+vnL1Dx8+LNzd3YWxsbFwcnJSe+Xz8/NFZGSkyM/P1yTcWoHrUDtwHWoHfV+HoKAgAUDh79ChQ0rrK0sWhBDi4sWLokePHsLExETY2tqKqKgoUVpaWv0rUEM4VqiP66B7+h6/EFyH2iInJ0e8/fbbomHDhqJhw4bi7bffVhgHAIiNGzfKla1evVqYmZmJhw8f1lywFVD7PgtERERERPRy0PyqESIiIiIiqtOYLBARERERkVJMFoiIiIiISCkmC0REREREpFStSRZWrFiBli1bwtTUFB4eHjh69GiF9Y8cOQIPDw+YmprC2dkZq1atqqFIy6fOOuzatQu9e/dG06ZNYWFhAW9vbxw4cKAGo1VO3fehzPHjx2FoaIjOnTtXb4AqUHcdCgoKMGvWLDg6OsLExAStWrXChg0baiha5dRdh23btqFTp06oX78+7Ozs8O677yInJ6eGopX33//+F4MGDYK9vT0kEgl2795d6TK18ftMtQ/HCY4T2sJxQrfjBMCxQq/oejomIf43H/fatWtFSkqK+PDDD4W5ubm4efOm0vpl83F/+OGHIiUlRaxdu1bt+bi1Td11+PDDD8WCBQvEqVOnxJUrV0RERIQwMjIS586dq+HI/0fddSjz8OFD4ezsLPz9/UWnTp1qJthyaLIOgwcPFl5eXiIhIUGkpaWJkydPiuPHj9dg1PLUXYejR4+KevXqiS+++EJcv35dHD16VLRv314MHTq0hiN/Zv/+/WLWrFli586dAoD44YcfKqxfG7/PVPtwnOA4oS0cJ3Q/TgjBsUKf1IpkoWvXriIkJESuzMXFRYSHhyut/8knnwgXFxe5sokTJ4pu3bpVW4yVUXcdlHF1dRXR0dHaDk1lmq7DW2+9Jf71r3+JyMhInQ8C6q7Dzz//LKRSqcjJyamJ8FSi7josXLhQODs7y5V9+eWXonnz5tUWo6pUGQBq4/eZah+OE89wnKg6jhPP1JZxQgiOFbWdzk9DKiwsxNmzZ+Hv7y9X7u/vj8TERKXLJCUlKdTv06cPzpw5g6KiomqLtTyarMOLSktL8ejRI1haWlZHiJXSdB02btyIa9euITIysrpDrJQm67Bnzx54enri888/R7NmzdCmTRt89NFH+Pvvv2siZAWarIOPjw9u376N/fv3QwiBu3fvYseOHRgwYEBNhFxlte37TLUPx4lnOE5UHccJ/RwngNr3nX6ZGOo6gOzsbJSUlMDGxkau3MbGBpmZmUqXyczMVFq/uLgY2dnZsLOzq7Z4ldFkHV60ePFiPHnyBKNGjaqOECulyTpcvXoV4eHhOHr0KAwNdf5R0mgdrl+/jmPHjsHU1BQ//PADsrOzMWnSJNy/f18n56Nqsg4+Pj7Ytm0b3nrrLeTn56O4uBiDBw/GsmXLaiLkKqtt32eqfThOPMNxouo4TujnOAHUvu/0y0TnRxbKSCQSucdCCIWyyuorK69J6q5DmW+//RZRUVGIjY2FtbV1dYWnElXXoaSkBAEBAYiOjkabNm1qKjyVqPM+lJaWQiKRYNu2bejatSv69++PJUuWYNOmTTr71QhQbx1SUlIQGhqK2bNn4+zZs4iLi0NaWhpCQkJqIlStqI3fZ6p9OE5wnNAWjhP6N04AtfM7/TLQeZpvZWUFAwMDhWw4KytLIYMsY2trq7S+oaEhmjRpUm2xlkeTdSgTGxuL8ePHY/v27ejVq1d1hlkhddfh0aNHOHPmDM6fP4/JkycDeLZBFULA0NAQ8fHx6NmzZ43EXkaT98HOzg7NmjWDVCqVlbVr1w5CCNy+fRuvvPJKtcb8Ik3WISYmBt27d8fHH38MAHBzc4O5uTl69OiBuXPn1vpfW2rb95lqH44THCe0heOEfo4TQO37Tr9MdH5kwdjYGB4eHkhISJArT0hIgI+Pj9JlvL29FerHx8fD09MTRkZG1RZreTRZB+DZL0XBwcH45ptvdH7eoLrrYGFhgd9++w3Jycmyv5CQELRt2xbJycnw8vKqqdBlNHkfunfvjjt37uDx48eysitXrqBevXpo3rx5tcarjCbr8PTpU9SrJ/9VNjAwAPC/X11qs9r2fabah+MExwlt4TjxP/o0TgC17zv9UqnJq6nLUzYF2Pr160VKSoqYOnWqMDc3Fzdu3BBCCBEeHi4CAwNl9cumz5o2bZpISUkR69ev1/n0WequwzfffCMMDQ3FV199JTIyMmR/Dx8+1NUqqL0OL6oNs1youw6PHj0SzZs3FyNGjBCXLl0SR44cEa+88op47733dLUKaq/Dxo0bhaGhoVixYoW4du2aOHbsmPD09BRdu3bVSfyPHj0S58+fF+fPnxcAxJIlS8T58+dlU/rpw/eZah+OExwntIXjhO7HCSE4VuiTWpEsCCHEV199JRwdHYWxsbHo0qWLOHLkiOy5oKAg4evrK1f/8OHDwt3dXRgbGwsnJyexcuXKGo5YkTrr4OvrKwAo/AUFBdV84M9R9314Xm0YBIRQfx1SU1NFr169hJmZmWjevLkICwsTT58+reGo5am7Dl9++aVwdXUVZmZmws7OTrz99tvi9u3bNRz1M4cOHarws60v32eqfThOcJzQFo4Tuh0nhOBYoU8kQujJ8SciIiIiIqpROr9mgYiIiIiIaicmC0REREREpBSTBSIiIiIiUorJAhERERERKcVkgYiIiIiIlGKyQERERERESjFZICIiIiIipZgsEBERERGRUkwWiIiIiIhIKSYLRERERESkFJMFIiIiIiJSiskCEREREREp9X9Em1ckakmjBgAAAABJRU5ErkJggg==", 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "all_test_hete_incompress.contour_plot_all(\"Results of the heterogeneous problem\")" - ] - }, - { - "cell_type": "markdown", - "id": "e340b322-dc1d-486c-96c6-bf633da5bb35", - "metadata": {}, - "source": [ - "#### 2.2.2. Variable variation with mesh refinement level\n", - "\n", - "The following three figures show the variations in vertical displacement, vertical strain, and vertical stress at the domain center as the mesh refinement level increases. These figures demonstrate that the B-bar method provides the exact stress solution, and also delivers accurate displacement and strain results even with a relatively coarse mesh. In contrast, the standard method underestimates displacement and strain, and it fails to provide a correct stress result at almost any mesh refinement level." - ] - }, - { - "cell_type": "code", - "execution_count": 246, - "id": "21ddee4c-3fe2-4f3b-8a25-6671107b46b9", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "all_test_hete_incompress.plot_solutions() # run this to see figures" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "c6755c4b-2c72-40ed-b0c1-e7b1e94cc58d", - "metadata": {}, - "outputs": [], - "source": [ - "expected_u_diffs_hete = np.array(\n", - " [\n", - " 1.50137352e-04,\n", - " 1.27562998e-05,\n", - " 8.09392747e-06,\n", - " 5.25915838e-06,\n", - " 4.17237417e-06,\n", - " 3.17767882e-06,\n", - " 2.23063182e-06,\n", - " ]\n", - ")\n", - "\n", - "expected_eps_diffs_hete = np.array(\n", - " [\n", - " 1.74274160e-04,\n", - " 7.85738732e-06,\n", - " 1.06605607e-05,\n", - " 6.43779986e-06,\n", - " 6.47798969e-06,\n", - " 4.65601719e-06,\n", - " 3.56212669e-06,\n", - " ]\n", - ")\n", - "\n", - "expected_sigma_diffs_hete = np.array(\n", - " [\n", - " 22405506.38102712,\n", - " 4294228.47182196,\n", - " 790313.72457601,\n", - " 1408200.09778569,\n", - " 449367.67353797,\n", - " 671266.75303949,\n", - " 388173.41044101,\n", - " ]\n", - ")\n", - "\n", - "all_test_hete_incompress.assert_errors(\n", - " expected_u_diffs_hete, expected_eps_diffs_hete, expected_sigma_diffs_hete\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "d17a8257-5989-48c5-8104-3d0e87e39971", - "metadata": {}, - "source": [ - "## Conclusions\n", - "In the FEM analysis of small deformation problems,\n", - "\n", - "* The B-bar method can significantly alleviate volumetric locking in incompressible materials with a high-quality mesh.\n", - "* When applied to problems with compressible materials, the B-bar method can still give accurate solutions with a fine mesh.\n", - "* Only the B-bar method provides the correct solution when the material is highly incompressible and there is volumetric locking." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "15557d90-a14e-4070-8a92-6074bf6ea339", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.6" - }, - "widgets": { - "application/vnd.jupyter.widget-state+json": { - "state": {}, - "version_major": 2, - "version_minor": 0 - } - } - }, - "nbformat": 4, - "nbformat_minor": 5 -}