{ "cells": [ { "cell_type": "markdown", "id": "6ff4b91b", "metadata": {}, "source": [ "# Multigroup cross section generation and FW-CADIS\n", "\n", "In this notebook, we create multi-group cross sections (mgxs) from an openmc simulation.\n", "Then, we use the deterministic code to generate FW-CADIS based weight windows, after which we compare the figure of merit \n", "on the same geometry, showing $O(10^2)$ improvement!" ] }, { "cell_type": "code", "execution_count": 1, "id": "f6e09f5a", "metadata": { "execution": { "iopub.execute_input": "2026-07-30T11:32:09.594848Z", "iopub.status.busy": "2026-07-30T11:32:09.594706Z", "iopub.status.idle": "2026-07-30T11:32:10.625566Z", "shell.execute_reply": "2026-07-30T11:32:10.624901Z" } }, "outputs": [], "source": [ "import jax\n", "import jax.numpy as jnp\n", "import numpy as onp\n", "import matplotlib.pyplot as plt\n", "jax.config.update(\"jax_platforms\", \"cpu\")\n", "jax.config.update(\"jax_enable_x64\", True)\n", "import jax_sn\n", "from jax_sn.operator_creation import DefaultMultiGroupStrategy" ] }, { "cell_type": "markdown", "id": "b55d9e7c", "metadata": {}, "source": [ "We will use the small [mcbb](https://github.com/timobogaarts/mcbb) library which handles the construction of a 1D blanket simulation and handles the I/O of \n", "OpenMC data.\n", "\n", "- `OpenMCSettingsBlanket` is a small wrapper around the OpenMC settings object with reasonable defaults for blanket simulations.\n", "- `OpenMCSymmetricLinearBlanketSimulation` constructs a symmetric linear blanket (i.e. | shield | breeding zone | plasma | breeding zone | shield) geometry and \n", "tags the appropriate materials from the `mcbb.examples.hcpb()` material library.\n", "- `create_mgxs_library` creates a multi-group cross section library from the OpenMC simulation results, which can then be converted to a dictionary of data arrays for use in `jax-sn`. This is done using the `mgxs_lib_to_data_dicts` function.\n", "- The resulting `openmc_data` dictionary contains simply a key for each material with two arrays: the total and scattering cross section (which includes the multiplication factor -- `nu-scatter`).\n", "\n", "\n", "Inspect the functions in the `mcbb` library to see how." ] }, { "cell_type": "code", "execution_count": 2, "id": "fbc96e49", "metadata": { "execution": { "iopub.execute_input": "2026-07-30T11:32:10.627366Z", "iopub.status.busy": "2026-07-30T11:32:10.627162Z", "iopub.status.idle": "2026-07-30T11:33:34.771863Z", "shell.execute_reply": "2026-07-30T11:33:34.771165Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/tbogaarts/miniconda3/envs/jaxsbgeom/lib/python3.12/site-packages/openmc/mixin.py:70: IDWarning: Another Filter instance already exists with id=1.\n", " warn(msg, IDWarning)\n", "/home/tbogaarts/miniconda3/envs/jaxsbgeom/lib/python3.12/site-packages/openmc/mixin.py:70: IDWarning: Another Filter instance already exists with id=410.\n", " warn(msg, IDWarning)\n", "/home/tbogaarts/miniconda3/envs/jaxsbgeom/lib/python3.12/site-packages/openmc/mixin.py:70: IDWarning: Another Filter instance already exists with id=13.\n", " warn(msg, IDWarning)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " WARNING: Negative value(s) found on probability table for nuclide Mo92 at 300K\n", " WARNING: Negative value(s) found on probability table for nuclide Mo94 at 300K\n", " WARNING: Negative value(s) found on probability table for nuclide Mo95 at 300K\n", " WARNING: Negative value(s) found on probability table for nuclide Mo96 at 300K\n", " WARNING: Negative value(s) found on probability table for nuclide Mo97 at 300K\n", " WARNING: Negative value(s) found on probability table for nuclide Mo98 at 300K\n", " WARNING: Negative value(s) found on probability table for nuclide Mo100 at 300K\n" ] } ], "source": [ "import mcbb \n", "hcpb_blanket = mcbb.examples.hcpb()\n", "n_samples_per_batch = 1e5\n", "groups_list = [14.1e6, 1e6, 300, 10, 0]\n", "n_x_tally = 200\n", "settings = mcbb.blanket_base.OpenMCSettingsBlanket(True, \"openmc_data/\", 10, n_samples_per_batch , seed = 29072026)\n", "simulation_symm = mcbb.linear_blanket.OpenMCSymmetricLinearBlanketSimulation(hcpb_blanket, settings, n_x_tally, groups_list)\n", "mgxs_lib = simulation_symm.create_mgxs_library(onp.flip(groups_list), 4)\n", "openmc_data = mcbb.openmc_base_functions.mgxs_lib_to_data_dicts(mgxs_lib)" ] }, { "cell_type": "markdown", "id": "8f102243", "metadata": {}, "source": [ "We can plot the figure of merit $1/(RE^2 T)$ as a function of the tally bin:" ] }, { "cell_type": "code", "execution_count": 3, "id": "8631d4f4", "metadata": { "execution": { "iopub.execute_input": "2026-07-30T11:33:34.773731Z", "iopub.status.busy": "2026-07-30T11:33:34.773563Z", "iopub.status.idle": "2026-07-30T11:33:35.315734Z", "shell.execute_reply": "2026-07-30T11:33:35.314924Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/tbogaarts/miniconda3/envs/jaxsbgeom/lib/python3.12/site-packages/openmc/tallies.py:1859: RuntimeWarning: invalid value encountered in divide\n", " data = self.std_dev[indices] / self.mean[indices]\n" ] }, { "data": { "image/png": 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OA8AffwEuWoyTxvBA6MedR9Qp9UKITzS1WXGgoomVzwjDmIVsm1CzGUmo4YFQ5X6mG4LNDOz+qh/+SInEMzIQkkgGCAf38hNWmT4ZNuiZg7SATlAiMJqcxX2CdDod3v3DUdjyt5Nxz+/GsC4eA/vG63BEz09usnNMIgIhslVQh64ajED6ZCA8HkcPTUBkiBHlDSZsLa5z+HoedLTarzlUpbpTR6dkA0OmQQc75hvW8/b5zW873mgxsV4i8RNkICSRDBCqi7jOR6cMvSyobkZVo4ntH6hoREOrBaFBeoxKjVJ/JjTIgLBgg3pdnOjK9aKFXnoJBTSN5UwUbbPrsNue5TR0VRBiNGDuCC6w/2FnmRp4rz3EZ5ERK5WyLAVM9HiM5lmhywzfo7WpDvbN7zmesHCtLMlK/AoZCEkkA4DmNgtQw1ucY9NHYGhSBNvfWsRX6JsKeDZoQkYsjDzt4xYRCJWJjJAUTAc2SjboMFLRjFB3RuUMR3mM2zPsLW9QS2HEbwd4digugo/VwKSLYQ9Pwgh9Md7S3w8d6dFogn1EMmA1AUXrevkPk0i8RwZCEskAYOPhWmSCr8Yj04ZhYiYXs25SymGio2eKUhbzhJglVaoTpTGZEQpoRFnMnt1+1piG40cms/v2HGlAQVUzViuBj/AKom5FIj5CGa5KWqNzXmGZprF6xbhz4oVA7rF8P39F7/5dEkkXkIGQJPDY/TXww33MSG6gsDa/Gpk6vhrXxeVikhIICZ2QyAhNzlK6fTrLCOmEl5B0lw5ojmxnm122jgOhmPAgVYT/9I978ZuiD7pwRpZTFik+XMkI0ec07zi8YjzfcefkSxyBkNQJSfwIGQhJAo/v7wFW/hs4tAwDhb1lDchSAiHE5TgCoaJaJkalUoU3gZA40RWLjFD5bqCSa48kAQaN0ijdwna32/n8OU+lMeKWE0ewz88nm4rx4y7+WTx+VDJyE3iZlhBjNQSfR12E5yyn4+CEPwPJo4HcOfyOovVAW+djOySSvkAGQpLAo4kLO8VJYCBQWn4E8bpGfiUuB6NSo5kvUG2zGZe8uoad08gsMTnK/egNgZAP7UcWkD4FMDcBb54J1BX1wV8h8RtMDcDHVwGVe2HX6bHdmsNudieWFszIjccd80eyfeoQCwsyYEJGDEanR6uPERPn1etRofiX5QJszrmS3xCXC0Rn8Db6wtW987dJJF2ET2aUtHOWpovVOnBKJxIvsVr49PYBFAiZrTY+bDUIsIYnwhASCTrdPH3BJPzhzQ2qw3Rn+iDRUs+ek9ZAF38IvHYKULUPeHE2EKlkiSSDn+YqoKkC0BthP+WfqPiEf3bU9nkP/HFOHtbn1+DHXUcwPTceQQY9xqRF4+utpez++EjnQChOCYxUU0V6fiqPbXkXyF8JDD2hd/4+iaQLyEDIg7M0Xerr6xETE9OV91Pi77Q6fFAGRCBUsAaNW77CSTqu5dHH56l3nTAqBY8uGo87PtrqVVlMu+K32QBEJAKXfgq8fio3VmxpP0JBMoiJHgKc8zos6dOBT75lN+k9aIQEdP9T50/EW6sPY/7YVHYbBUIeM0IRLoEQQf5EFAiVS4dpiX8gAyFJYNGqcWOuPsgDo1A/DXYpWvno94irL8aNyjdVF8dLGIJzp2XCbLXj2+2lOH1ieqdPKTRCNqqlEbGZwA1rgZKNXDMiCQx0eiBtIhASCZtmeK8nsbSWqNAgXH/cMPX6aE0g5KoREoGQGL/BSOLlNVTs7tGfIJH4ChkISQIL16xH6VaHgNPfIA1FfTHM+hA0WY2I1TUBObPbPYzmh9HFG0TpQ7gAM4LD3T6vJDBQg2L2+ej6z6dEh7A2+qqmNiS6lsaUQKiq0REIfVYShTNJq119CDpzCxAU1pOXL5H0GCmWlgQWLc7zufy6PLbtI7bZFHU8pplewBvTvwQmX9qjp2yXEZIEPNqguDONkCfd2f2nj8UVx1A3o7NOLcElI7S7rB53fleGanskG8FhLd8T8O+/pP+RgZAkwDNCW/xX1L3zM7b7NWbDAiNSsoaTSKNHTytW/E4ZIUlAo/0odCcQIhZOTGfBkGtpTYilKVvUarbipvc2oc1ixz57Brt9x5a1PXnpEolPkIGQJDA1QsFR/h0IHfqFdfbYwxPxWe1QdtOw5MgeP60Qw8pASCLQTpT3RiPUFRKUUllxTQvOeXEV9h5pRFJUCOyJXCd0YMd6+Y+Q9DsyEJIEZmlMaGIq9wJtTd0XM/vKFM7c6nx9+yds0zJ8IepMdnaCytYY13UX0TUmK2MSgbWHGqGOSIzkIzdMFhu2F9cjyKDDE+dOxJgJM9jtkfX7sU2ZlyeR9BcyEJIEZmksaQQQlUYhAVDGxwx0me/vBh5OA94+Bzjwc/eji3WvAo8M4VuioQzY9SXbPZAyn22z48MRbOz511Ws+LUnP0lgI/RiFCMLnylfQV1j95w2GudPy8Q/zx6Pn/98HI4dkYTorPHs/mG6Iry+8pBPf6dE0lVk15gkMEtjobG8fbihlJfHsmZ2PYOz8U2+v/8Hfjnx78DsW7r+mvb9ANgswDd3ALHZwC+PcNPH5LHYaKcSwi4M9UFZjJClMYkrzFOqE1fpnnD1HIf3lUrSKLbJ1pVjw/4SGlcv/zGSfkNmhCSBmREKi1MPxqja3/XnoTllbY1AZCow+nR+W/6vnh9P9z09Afj8BseID62fEWG3Au+cDRSv54Ha+W/hQCUvvQ1N8lEgpJzrZNeYRCA+C52ZKfqUyGTYQ+Og19kR0XgIDYe3AiWbu1CS7mY5WyJxgwyEJIGpEQqLBeKyuz+BXSldYfTvgOlX8f0aDyn+mnxg8aX892x6G3hmquPnbVbHz9EcJoqHdAa8kHwfZv33MN5bW+AzobR21S/F0hKB+Cz0ZRxEdTgdDWEFcIFhKSL+Nw94bT7QqAwW7ohljwKPZPARHRKJDxj0gVBDQwOmT5+OSZMmYfz48fjvf//b3y9J4i8ZIeHSTIFKV1vb93zD90cvVAMY1BzmgY0WWrm+fzHQUg2kjgdSxvPy3GfX88fWlwDWNkAfBFz+BTD+XPw2+TH8c28qimtbmGt0VKgRR+XFwxeIVb/snpe4ZoR6qzTmEcVh+jLjD9Db2gBLK7D3u86/e+teAew2YNsHffM6JYOeQa8RCg8Px7Jly9i2ubkZ48aNw6JFi5CQkNDfL03S3xqhEKWFvraAC529PRGQ4zMNraTnyJ7FxxVQIEMTteuLgViNy/P39wJHtgMRScCF7/PBpo9kcg0QDVKlxxOUnYrNQsvCl3Db47/QC8WNxw/DudMykBIditAgg0/+fO3Jjtqm+7QcIvFLRFDcXQ+hbqNkhAiLLghGuxnY/Q0w5TLPP1Owin/3iEPL++BFSgKBQZ8RMhgMLAgiWltb2UR5u+yYCVy0GaGYTMrRA+ZmPonbW3Z9xbcjFwCGIEBvcAQ/FNwI6oocguqzXwFiMvjjkxVtEgVIQh+kDFN9beUhlNW3YkhsGG48YRhrmfdVEERoAx/ZOSZxKo31dVCcMY1tSu3xeCzub/y2g0s71v/s/MKxT9+d2sLefpWSAMDvA6Hly5dj4cKFSE9PZ62dn33G3Xa1PP/888jNzUVoaCimTp2KFStWON1fW1uLiRMnIiMjA3feeScSExP78C+Q+A3U6UXpd6ERMgbzCdxdLY/t/tqhDxLEi/KYJhBa9QzPEmXPBvKOc9yeMpZvj+xwCoRoQveLvxxgV++YP9KnAZBAe66TOiEJIRaGvjZT7JQhU3HwtA+w0PQQPq4dyTsm6ftJVhSeRNJCW2dU5pPlOx/rJZJBGQg1NTWxIObZZ591e//ixYtxyy234O6778amTZswZ84cnHrqqSgo4CJTIjY2Flu2bMGhQ4fw7rvv4siRI334F0j8rixGpSzhLK3qhLwUTJsagDrls5WjGdYqdEIiI0Sizw1v8P1jb3d+DtIJiUBIBE7xeVi2txwNJgtGpER6NUm+O2hPdrJzTKLNDPZHlTRt4omo0sWgqtmMlqGn8BupPOaOonVAYxkQEu1oUDi4rO9erGTQ4veBEAU1Dz74INP1uOPJJ5/EVVddhauvvhqjR4/G008/jczMTLzwwgvtHpuSkoIJEyawLJM7TCYT6uvrnS6SQVgWI22PmNmldo55mREis0OCAqnQaM8Zod+e46vbIVOds0FOGSEqjTkCIRpDQEzIiPVZmaKqpQqF9Y7ygVYHIjNCEu3noM81QpSYDTYgK55LFw7EHctvJME0iaJd2aWUxUbMB4af5NAJSamDZLAHQh3R1taGDRs24OSTT3a6na6vWrWK7VP2RwQ0tKUgaORI3q3gyiOPPIKYmBj1QgGVZJC2zgsoHd+V0pgIhKJSnW/XZoSsZmDD6/z6nNvbi7BFIETt9JX7+H58HkrqeNkuPSYUvuKK767Aoi8WobKl0k1GyGe/RjKAEXFEfwRCxPBknp3dQOahpN2jDssil2GsFhOw41O+T75dmTMBQzDQUAJU8XKyRBKQgVBlZSUTP1OmRwtdLyvjJ6yioiIce+yxrLw2e/Zs3HjjjSwr5I677roLdXV16qWwUArxBq1QWiAyQt6WxjwFQmpGKB8oXAO01gFh8Xz16kp4PBCllL6sJkBnYMLt0lqeEUqLVfQPPcRsMyO/Ph+t1lasLV3rtmtMIhEZoT7XCCmMTOUeWbsrWoGhJ7g3J/3tWd5hSQamlA0KCuPBkDA3lUgCvX3edT4Oif/EbSSe3rzZO8fSkJAQdnnuuefYhYIsySBtnRcIjZC3poo0ksNtRkh5HmqL3/I+3x92Iu8ocwdlhWg1S8RmMuF2qcgI+SgQqjM5hlluOLIBC/IWOCWnZNeYxNlZun/ejxEpPCO090gDMOUoYPvHfDEhqCsGlj/O9096gAdBRO5cLpZe9k/uEp8zqz9evmQQMKAzQtT9Re3xIvsjKC8vb5cl6go33HADdu7ciXXr1vngVUr8OiMkSmN0sKWSVmc0HnEfCNHBmQ1xBbDtQ74d7lyyFVmay7+9HPeHmBw3Kq3zJUpGyFelsZpW5e8FsLF8I9vSAkEdsyEzQhJtINRPpTFtIGTP5FPpUbjOMQTth/u4xUXmUcCE8xw/OO33QNJo/p3830Jg/Wv98fIlg4ABHQgFBwezjM8PP/zgdDtdP+aYY/rtdUkGkEaIDA4NIXzOF/n+eJsRohS9K0InxFr0dcCwee0eUlBfwIKSz1sKaO49Jz4PjSYL6lstPi2NaQOh/bX71etyAr1Ei9UG6ENK0BqxBCYq1fYxeUnklaVHQ6sFHxZGA0ERAGUzK3YBpVuB7R/x79OCx5z1dhGJwB9+Asafx7+/393FLTIkksEWCDU2NrLSlihvUQs87Yv2+Ntuuw2vvPIKXnvtNezatQu33noru+/aa6/t9u+kstiYMWPYaA7JIM8IUT1AmCF6Ux5r8JAR0mR2VLM40gK5UN/GhfsWuw2t4qAen6fqg2icRmSIbyrWNSZHIKTNComVv0wISfjnwI6Q5CVojvgaPx3+qc/flBCjAbecOILt/+2rvWhOmczvKFyDhjX/Y7v1eQuo1779DwdHAIteBiKS+QKEBhZLJIMtEFq/fj0mT57MLiLwof377ruPXT///PNZy/wDDzzA5olRV9g333yD7Gyl5NENZGksgDRCXfUS8qQRIuKV5/FQFmM/3tag7teToWO7jjHfZINcM0JCJ6TNCMnSmER8DnRG/t0oaHD4r3nDO7ve8Unw9Mc5eThmaAJazFZ8VM5NTpcu+RSmTXye2D9Lp3j+YQrshT5IDmKVDMZA6LjjjmPiZ9fLG28oZnUArr/+euTn5zMfIGqnpy4xicSr0phT51h+F7rGFD2Qu9IYIXxOPGSE2FPlzgFCYmBPn4r9lfx502J91zovMkLRwdFOgZDICEkfIYnIDOqMfKxFWZOz3rIjihqK8OjaR3HPynt6PLaIfLOePG8S4sKD8GMjX1DMafsVibp6VNij8WHdyI4/rzmz+fawS7eZRDIYAqH+QJbGAqg0phVMd1YaI1dpc5NDW+SK8AeisR2pEzvPCJ3wV+D2PXiz4Fs8ve8ihKa/jySNR6OvMkLHZXJDx93Vu9FkblLF0rJrTEKYbVboDPxzXdKodDJ6QWkTz442mhvRYuGl3Z6QGhOK166YjrEzToQdOhh1XCz9hW022mx6VDZ2oF+iMTZE4VruOSSRdAEZCLlBlsYCrDQmPIA6M2bTukqHcO+TdtO0acL8xR967EV2CoTMDazbbHvldnY9KGYzfmu9BwfrlPljPaRW+XtHxY/CkMghsNlt2FS+SZbGJE40ttVDp7M7BTfeupa72+8Jk7Pi8JczZ0AnFhUAloXOc+qqdEvSSCA8UdEJcS2cROItMhCSBA6eMkKJitN45V5Hy25X9UGCkac6MkOdBEJiX5Sw7HY96iyleGrDU/AF1aZqto0LjcOUZK6x2FaxzREIST9FCQvIHVoyKo15W+aqaKlQ96tafRMIqYg2+pRxaIwbzXaFz1anOiFZHpN0ERkISQIDOrh70ghRtxfZ9ZNXiRio2tWOMS/RaoTEvjA+NNcc1WWdhjcZobiQOIxN5MHZjqodUiMkcaJO011ILuSu3YZeBUI+ygipTLsSSB4LzLtPtZPoMBDSlsdcXaklkk6QgZAbpEZoEFG0HngkE3hmCvcacZcRMhiBhOF8v3x3zzJCneBUGlMCIRGw2NoS2j3GFxohygiNTXAEQo6MkEwJSYAGTUaoK+Uxp9KYrzNCqeOB61exETXCYFRYTHQqmCadkDfmqBKJggyE3CA1QoOIpQ/xsRfVBx36HmHRryV5FN+SiVtXXaU94K7E4JQRMimBkMk5ENI+prvQ71ZLYyFxGBk/Enqdng9fNfDnl11jEqLBrGRKFUobvQuEKpp7sTSmITXGy4wQjdmg+X6U2S3b1muvRzL4kIGQZOBSugV4biaw60v399PB8MDPgE4PnPEccPSNwJnPuX8sWfV7mxFy5yrtwjVvrce8J5ahrsXcoUao1dLKyhFEjJE/b2NbIxM29wTqDrPYuFN1bGgswoxhGBo7lF23h/Dyn+wak7hqhLqSEapsrey90pgGNSNU10lGiBoUqGGBvSA5kV7iPTIQkgxcdnwGVOwGNr/r/v5Vz/DtmDOAyZcA8x/i++7wJiPkafK8Cy1tVizZcQQHK5vw7bbSDktjIhtEQum0SO5NZIedtST7oixGARBdCFEeswUVKr9TlsYkQJNFGc5r13XYQr+iaAWuXHKlqmGrbHYEQtWtPPvYG3itEdJ2gIoM8EBDfif7BRkISQYuVfs9r/5obhhNsSaOuanz5xIZoYoOOse8DIQOVSpeQwA+3+x8UqltdZS9KptrVaG03RqOITHRCDWEOpXNuosQvFJZTDAmYQzbWpVAiGZMSSSNSmksBKkdivVf3f4q1pWtwxcHvoDZanYSVfdmRihNyQgdqW+FxcOHdn1+NVbsq4A1ThlzU93+mLBqfyU+2ViE4s60Rv1FbSHwr2HA9/f09ysJOHwz1GgQiqXpYrUq4lqJfyJWfTWHAJsV0Bsc9639L0CloZw5wJAO7Pm1K0kavkrGcLX5znPDxEqtI1dpDQcqHNmc1YeqUFbXysziKAPTQN5BCvsqKlCttPRTIJSeFIYDrdFobWntsWBaK5QWiIyQxUiBkF1qhCSMRgsPhCLsOTDpSlHS1D4jRKXaXVU8W5pfl99OE9SbGaHEyBAY9TpYbHZUNJoQGxaMfeUNmJDBuz8psLng5dXs/nPDm/Av+nRXHaQxrSpFNc249LW16md+VGoU3vvDUYiLUMbc+AOFawDKsm18CzjxAY9eZBLfI99pN0ix9ACAsjYiE2RtA+qLne8/oMw/mnqFd89HQVTiiHY6of3lDbjqjXXYW1jSsau0hoMVTU7x01db+Yll1SHaOla0zdYG3PnZb/xx1nBMyIhBFIm5fSCYFqt10gcJRsSNgFFnhE3fAJ2xTnaNSZwDIeR6zAjl1+ej2dKs7jPRvYbezAhRl2NKNM8KldS24oGvduD0Z1fiu+38dW4uqGVBELG9JZFt28r3OT3HN9tKWRBEA43p+XaXNeC3g733mrtFkyI+py7Sjkr0Ep8jAyHJwKShhGdvBNryGJWfjuxwbqn1Bjc6oTd/O4yfdpfj3R/Xduwq7SYjlJ0QrpbHKBv0xA+bnR6n07eirIGvpIclpODMSUPUQMhXGaH4kHj1tlBjKIbFDWP7hrAimRGSMJqVQChKn6Nmd1xHZuys2qnuU0ZIdIxlRmXyz6u5ASZr7422SFdm8FFm55ttPABavo+/hh0lvLx83rQMnDLnaLYfYq6FpdGRpfpqK9fq/eXUUTh9Yjr/O6ocCxa/oLHcsX94VX++koBDBkKSga0PEmg1AUXrAOq6oqnyXfH8ofZbl4yQ0PuUHt7Lb/Di+Q5W8kDourlD2epzW3Ed6yDbXMIP4AYdL+HpDCZkJvHOrikZQ9jgyeiQaJ8GQtqMkFYnpA8tlhkhCdP6tNr4ZzwcaYgIinCbFdIGQhT07K3h34e8mDwY9UanzxxBHYvv7X7PZ+NiRAv9kh1laifm1iIewO0s5dnT8RmxuHreeFSAl4OXr1nDtgVVzdhaVMdm7J0yNlVdoByu5BkuBpXWO3KV7wuaNIFQAc8US/oGGQhJBiauAunqQ479gtV8m8mdmr1GtN5qMkJi1TjFuoXfkDG9w6egzI8ojU3LicfcEUlsnzrIdHq+yk6NcARTR43gSoaYkBi29XVpLD7UkRHS6oQMoUUyEJKo2h7qWgzWRSAtIs2tl9COSiXDqrDuyDq2TQxLVD9j2vLYsqJleHjNw3hs7WM+baH/Yafi5UVDhEsb0Gq2YkcJ/66MTY9GRIgRbTG8xLdq7Vomrv5a6dw8emgCkqJCkJMQ4ZwRIpEyma5+dXP/fiIaHb5MOPyb7CDrQ2Qg5AbpLD2AAiElg+IUGBUqgVBWFwMhkRGizrGmSrRZbCiu4cHL8XqlrDX8JNYS/+mmIrdPUVbfiuY2KxN30srzkUXj8ffTx+KN30/HUxfymWZ04gg38lVpQQP39IkN4Zmb6OBo3wRCre27xojxiePZ1hBWCLNsGwt41EDIGgGjweAIhDReQiSU3l3Ns6Ti/i3lfGGQFJ6EhFBuBKoVUB+uP8y2xY0u2r0edo6ZrQ7LB9IFLdtbgYoGExs1RgJoIjmbL2jCGwtwx0db8dkm/hpOG89LYjmJPBA6XNXsECmT/o9sOJp7T/TdpYwQlf5r8oF9PwBf3QqY/bTTbZAgAyE3SLH0ACqNDT3euTRG1vo0VqMLgRDpDs549le8uUfHhjyCtA5f3YLC6iY2mDRDV4ER+mJYoceWkCm47p2NuO2DLayd15UD5XyVmRUfjiCDnok8Lz8mB8eNTAYMLWrWR5TAChsKnQIWNSPko/Z519LY8Ljh0NmDoDO0oqy5g7lqksAKhCwRLJgQgY62c0wIpcmP6rjM49htwgQ0MTQR8WHtM0KitKadR+YLLyHBuCH8+/PeWv4ZzkuMQHgwL9EFJXEdXI6+DJ9uKsaeIw2sRD1/LG9yyFFKY7RoIc8vVZtDXaa7v0a/Z4SU8iQ2vA4svgRY/xqw59v+e10BgAyEJAMTEfgMP5lvafVEdX5ykyaLfQoAxFT5Tnj25/3YUlSHJ3/cD/PC5wDSPOz6Eq0b3mP3nxmxnW3X20bg1i/y1W4woU1wpw/KS2ovqBa6Hwp2RMAjTkSiNCYyQto2+x6JpV1KY6TnCLVxUezhpg5ctCUBFghFsmAhIyqDXd9eyT/z2rLYyLiRGBrD3ckFieGJbjNCIqNEDufN9H30UUaIoMzPSaN5eZkyQsSYdP79YSjWFyenNqkB0wmjkpEQGcL2Y8ODERMWxPYPVzc5RuewP/ZT9At0QBEZoRHz+XblvwFLq8MXrScUbwA+uQaod2+WGejIQEgy8KCsDwU+RO6xfHI8tdDTwULVB830yoejvL4Vn2zkqfPaZjN+bUoH5v4fuz5sw9+RoyvF/GA+t2ipdZJTa/yesvbByoFyHggNTVZWdRpEuYtlhJSAR9CuNNbDjJAY5CqeV0u4nWsoCppki26g4yiNRcKg02Fe1jx2fVXJKhTUFzgJpUlon6vobwSkEUoIS/CYESJcW+27Q5oiliYouzohM8bJiJn0QSoJPFiLbDyMz2+YjY+vOwZPnjfR6flEViifBNPabq2Dv/RPeay1jh/DCHfu9672IF3lt+eBre8D2z7s2fMMUmQgJBl41BbwNHZQOBCdAcQJW/0DXdYHvbEqH20arcyXW0qA2bcyUXSIpRHvBj+EUa2b2H1LbZPYdmhShMdAiETR7DGJnjNCFOyIjJBABCy+aJ+nTiCRUXLNCBER4CvmgkaZEQp0nEtjOmRFZ2HWkFnstsV7FjsFQmMTxyInhmcTBUlh7jVCWo2RL8pjCRHBCDby0xU1IExUzBQFY9I0gZAwQ22phsFUi6nZcYgK5RkgQbYimD5MgulGTYec3Qrs/gr95iFEJfO8uYBeeb0jTvFNICSyXuL3SJyQgZBk4OqD6IBHWR9lBYiCNXxF52Ug1Giy4K3VXNR5zVx+8Px+xxG02nTABe+h2JiJdF01gmwmmCPScECXxQ6qd8znomoyZetKRkhbGmuXEVK0PGppzItA6KeCn/DZ/s/azQwT88uoTd814CIilUDoSOuhdn4xkgDOCClngwtHXsi29Nn6dN+n2FTOFwLjEsexwEcI/V0zQtUt/LmoFCZGx/gqECJribsXjMaVs3IxIzce8RHByIx3ZInGaDNCwRGOwcjCfZ6+I6ueBTa+6ZwRqtJkhLJn9195TAQoEUlAWBxw0WLgwsXAlMv47XU9DISalKxck5+ZSPoJMhCSDDxEh5gIgMQKcPm/eIqZBM8ZMzp9msXrCtHQamEZnjvnj2ItuhQc/bKnHIhMwg3G+3HIxgWWQaNPxYq/nIB3rp6prj4p6NF2XjW3WVCiDIbM6yQj5BoIievets/Tyeb2Zbfj3pX34m+r/gazzTHlfn/tflV3pNe1/4qH6hJgM0fDBpuTP4wksDVCelJLA5g9ZDaGRA5hn8H7Vt3HhgBfOOpC5hlEWSORFaLPbLAh2NE+r2SEypqdPYi0w1l7AjUd3LdwDNMyESIrlBIdwsZwOCGODVVKIEQl8+/vBr68mRmuis6xfMrgimzJzD/y7cFlQMUe9CkiGItM5tth84CRpwDRQ/j1nmp7RKDVLAMhd8hAyA2yfX6AZIQShjkHQnYrLLpg3Ge8GWYvPtqirfaKWbns4LpQcZz9ckspa53fWheG89ruQ+Oce4Hj/sp0CqFBBmTEhSE82MBKauxAqrDvCM8G0WrV3QwjTxohui5M6bw1VCRDOzKtIz7d/yn+9POfmPcLTQ7/669/ZbfPTJvp9mfpb7W2cEfgrRVbO32fJIMXkcWxWSNY1oUw6A04f+T56mMW5C7A/83gujkiJ5oHQpQdIkRpTARVZdpSkw87x1yZksU7LccPaa+DU8fl7PmGb9f9l2/JaLV8p1oaK6qsd2RLso7hpSgqj33957718VEzQnxEiIoIhChYsygaoq5CTSTK/1kGQu6RgZAbZPu8H2MxOeaIiYOdWP0BeNx2Ed48EIEthbw85AlymyXHZwoKFozjaXQRCP246wg2FdSw1vnm4EREnPBnliES0AljRArP3FBrrkDMLpqS5ebA7FoaE/5HLoJmkRGi9uQ2IZ50w67qXeqIA5pYv7J4JRZ8sgAXf3MxE6dSm/x9R93n9mdp5W9ryWL72yq5EFwSmDh1jSkZIWLR8EVMHH1a3ml4cPaDTplFkRGishghSmPUqUjBuVYf5CuxtDsumpmF208egbtPU4xQtUy/im93fALs/xHY+bnjvrJtammstZ4yMXayeQfC44FT/wkYw4D8FcBWrpHq04xQhJIRElBgRM0g9BpdAkyvocHOFAASPsrODTZkICQZWKx+gXeM0eDTUac53J7TJsI2/ny8ZDqR3bRf0ep44pvt/GB9VF682lZLnScTM2Jgsthwz2e8fZhWjlQOcEWYt2kF0yv384PMrGGOVd2GIxtY6YpOEp40QtpAKDIoEjplbnZH5TFhcHdKzin436n/w8zUmbDYLeykkxyWjOfnPY/IYPcz0UgLYm3lGaGNRzY6ldUkgQP930U5iwwVlYSQWlZd/LvFeHTOowgSwl2FYzOOZZ9T2goPLPrMUgmN9GkiEBJaIjGXzNdQdvbGE4YjVylzOZE6Hhi7iO+/fwlvrhCUbWNZ26gQI5J1dQ5tDg1eprE8c+/kty25u+86yJpcSmMCOvZEp/dMJyQyXkR/Gkb6MTIQkgwcaNW0/HG+f+L9QEiUQxx5zXLUnvIs7MpHurNAiNyhiVPHcQM5ggKe2+dz76F9ys/nJDqEoVpGKoGQEEyT1f+6/GqnQGhP9R5c/+P1+GTfJ3hn1ztOpTGtiFkbCNHKWwQwHQVCu6p4Rmh0wmi2cn9l/it4Z8E7+P2437N97RgPT6WxCEMsOxF+d+i7Dt8ryeDk64Nfs0GpofoY2M2xammsM2hMy8oLV+KysZeppbS40Dg16BGBEHWZ9WZprFOOv5tnekRDwKjf8W3ZNvZdz04MR5Kutn0AcvSN3GWesiernulbM0UKyFyhztiedI5pO8XIlqO7JbZBjAyEJAOHnx4AKKuSPgWYcEG7u+uVYYzEfmUCvDsKq5uZgSIbwqiUxQSzhyViZq6j5VzMJdLy4d4PUWj9zikjtLGgBq1mG5tlNDw5EuXN5bjhpxuYI6+YvdTY1uhWLO3q9dNZ5xit5IUgelS8MhYEwISkCbht6m3tvF5cYRkuexAmx57Orr+67VU2RkESOFhtVryy7RW2PzpsIYUzqljaG1xF+ENjeXl6c8VmHGk64jTORZTGqAvtlqW3qN+DXidxGDDpIkfJiQIjonwX081QttcRCPGmCIYxGJinlJXXvsyzKJSNeXU+sPThvs0IESIj5ItAiJCC6XbIQEjSf5gagc+uB/a4yUiQUJG6w0joJ7RBW7jTM+Y/7NYsUUyl7iwj9K1SFpuZm9Cu24SChDuUrBAhuksEFOA88NsD+PDQ89AFVaOguhlNJgtW7eclhllDE9hz/N+K/8OR5iPIispiZQMqZVHpwF1GSLhKCzozVTxYe5AFQ1SeoO6eriK0IOOjTmXPcaDuAH4pVGwHJAHBkvwlbB4YffaGhnF3dtGN1R2OST+GbUmrJjJCExInsC2Vy8jb6pmNzzDLB/rdfQYFNKNPB057Akgayb3HKENUdYB1fyaBB0J21wBk5AJeXqOgjbLQ71/EPcp+e653ptR70ggRMUN6VhpzDXxkINQO3qoikfQHJEbc/A5Q8BtvFdWy5iXgu78ApzwKHHUd7xSjOj8FDR48grSBUHFtC2tnF/OHtHy7nYsOF4x3Xz6iqfGLJg9hjzs6jwtBBSuKVqj7cbHVqK6IZ6M2ftXog8hDZV0Zn879/InP464Vd6mi5BBDCLt0lBHqzFRR6INGxo902x7fGeKEF6QLZ91Br25/Fc9tfo4FeZLAgEq1xKWjL0V5IV8MdCUj5MqcIXPw743/xtqytWo3I30+qRuSru+o2oHyFv75WlO2BmePOBt9AgU457/luJ4yFihaB5RtxXnTFuLbpXyxUWqNgZJ34dB7QQ7ziy8GVj/nuJ0CIzoWJSmNGr5CZG00TRkqagu9zAj1FjIQkvQO5Ofz49/5qmrypYDBzUeNOjOE6VlDGRClBCaUBfrtWb6//yceCFUoLsi0qvNwwK5vNTsllGgcxrghztkWmlS9WekoO3msZx3NgplVCB+yConRc51u/6XIkTlJTaxFdQVw47sb2fOKQGhH1Sa1oys7OpuJSkUgJIIcbdeY0Fd4WxoTgdDoeDfdMl4gTng2ux2XjLkEb+96m7XjP7TmoW49n2RgQtnAC0dfiKcK+ODfHiSEMCJuBOsiE2UwyoKmRKSw22jcxs+FP6uPXVu6lpmAumtC6HXIY4wCoSPbkTT+HEyKMwF1wLJiHbiNpAZqxqDjF80vJHsL0u80lAKlm70PhA6v4jPDjr0DyJjmOTMu5rG5ywjJQKjXkYGQpHeg2TbrX1X2nwN+9xSQOwdOkUr+r47rh1cC45RVIrW71vGDMx2wGMLgjAIhD2gzQuxpyhvbBUJklki/moYx0mR4T7y49QXsqdmDKSmTWCsx0WppxZrSNepjhmc0wVwVqQqraQJ2emwYvirYrjrxEnMz5rKMizYQopZ3sVp2LY11ZqooAiGtPqgrCAdhq93OTlQPznoQ3x/+vlvPJRmYUKDyu7zfsaDbRj4RPSyNUVAzK30WPj/A29STwpNYtxl5DVEgtLRgqfpYEugfqD2AYXGKD1hfQoENQcENfYfDm1kgtKLMgKSdR3CosgnRYUYsmpKBIPqiUEb6s+t4dqh0C7D2JaBkMzDhPO9+HwVBe7/jJo3nvOrodHWXDaK2fWr88KgRKgEajgCvzed/x1kvun98u+d3aZmXpbF2yEBI4nso0iD/DoI8MKr2Ae9dCNy+FwgOdwQ2WhFfviYQWqcEUAStwMgWXs0IjepSIOTKUnKNpmnUI92svDSIle1vJb+pgRCVu7QjKUqb8/HJ9cfg5vc34+fd5ThpDBdciuzPuIRxasBCLe1UGhBBDp046CREPi5dKY3RSpq60cTz9igjpJwAT8k9hV0kgYnyMehRaUw4UotASHQtCq+h/Pp8deyL1W5l5bH+DYT4YiXMxL/nFfZYXP3mevVhr6/MxyOLxmNyzmzgFsVrS7w/lBESi71fnwQu/hBIn+z+OFi8ke/TcWPxJcCpjwEz/uC5LObufxCT4dARrXkRqDnEL2SySKM4aCSHN4EQjfGhYcwyEGqHFEu7QTpL9xDK4lTuBYyhwE2bgZhM3u11cGn7shitgkRGSAxU3adkJ0JjHM+nZoQ8n/zrW7g2QQxndA2EaBzGir38oHD8KM+BEHVQiXldlAESHVXU+UWQZw9xqO4QwoP1eOWyafjixlm47eQRLFDZXskPsuOTxqtBz5wMng3TiqTpeSgIorKCW7G0m4xQcWMxG6hKq+28WMVRu4uINmnNdBBJAEOZQV8EQkelHaVq1tIi0pzcp7Uu1YQ2s9qnJI9h+TBmTkgt68p4jVp9HDtuzBmeiLjwIGaLcfYLq7Bsr2axlsaHLqN0K2A18yCIgphfn3b/u0jTQ91g1MI/6RJuavjN7cAPf3MWXHcklCbCEwAD6bjsvIuNoFJd4Rrgf6fz19IRwkRRHDtlINQOGQi5QTpL95DtH/Pt8JN5x4Pw79j9dftAaNrv+ZYyPrRy2fAG/8LnzgVy5jhWYGKshhelsQlKOcy1hZ58fhpMFjbJ2nV6tRbq1qJVK1FjquEdX3a7GghdPPpiBOuDmfszBSYUWEzIiEWI0cA6xSibRCtfbcbmvJHnsaCHymSCfx77T/x87s/tNEIdlcbe3/2+qg9yNbrrateYOAFKAhtHaaxnz0ODg0U5WARCieEOc9GIoAhcMIrbXqwvW89a+H0FfS+05TePhEQ6nOhpwaW08r//5zOw+b6T8NZVM/HjbXNx8pgUlim786MtqGs2O5zsaeFGi7r1rzsyOXRcEz5AWkQ2KGUMcMazwAn38OsrnwY+v94xwqOj1nlXU0V6vRQYXf0jXyiWbeXNJlqow/Z/C4Hvld8nXqc4drqWyiQyEJL4GPpyi0BIlLpEXXzPt4DVwldDQh805gwgSRH9UhBE6WZi2pVc2Ejs/IJ3jJHRoEgTu0H4CNGEeILmgGmHoi7dzQ84c0cmdWgeV21ydl9dXbqalbtI60DanqPTj1azMcLPRyCyQcNihyFMZLvoz0wYgxUXrGDDKwWUKQoytA9mhJDaNRCigIyEzcS1E69FdxFaENep9ZLAhETzhC/Ey5ePuZxlgU7MPrFdRohKxWTGGBUUxbKaQuvmDvIiunP5nWoZuCMO1h1kQv+/rPiLdy7pdMwhlj/Gt0HhSIiLVztMyWn+3xdMRl5SBI7Um3DfF4pOkRo+RGlt2aOO56PfueXd9r+nRAmEqGxG7y0Jps98gWdzyApEmDWKtnh3ZoqugmmCvJHoOanFX2gqnX7vZuDQcu7Cb2rgIza0gZDMCLVDZoQkvqV4Ay9vUdBCGSEi62hex6bBf+TFUbGLfxnJ04PMEbO5Bwl+/gevpecdz70/UpVAqHh9px1j2q4xcn2OCDbAYrOzmWM0+uLLLSX4bgdvmz+hg7IYQeMwtKwqWYXH1vGD5rzseQg1hqoGciT6dBcIiZVxd3DXNUarZ/IvokzVydknq6W27iBKIFYhDpEENGKt0BOxtODknJPx83k/Y2LSxHaBEJWKyYV6WirvniKdkCfItPTbQ9/iyQ1Pdvo7D9UeYlvS7+2r2df5i6RFFpWraFSPyMS4HFfCgg148rxJ7D35fHMJvleOHUif5BxMCGPXjW+2H9IqMkJ0jNMGMaQTIn68n4/xoAxRJ9lu1UuImKpk0YfO49v9jo48Bh1/CVo8kkiboQMShiuvXY7ZcEUGQhLfsuNTvqXVihBG00qKpjqLNPJ2RUhNfkDk4pozy/HzYfHKqknPPT+0dKAP0pbGYsKCMDSZj6k458XfcPEra/Cn9zahsLoFRr0Oc4YneTWIMj40XtUzbKnYwjI8t0y5Rc34dJQR8nUgRK68lJWilue/zPgLeoI438nSmESbGdQOXfUV2tKYcJomB3SCLBs8UdhQqLbadzRqhihoKGj3/esQyipru7e0rtIaJmXG4rKjs9n+d4r3mKoTElmaBf/iiz4q3QudI0HvKWVmiCGaQEgEYhPO51PuySaEAhaai0a3e3zNfDYgco91lPaGHs8DnCPbuP2IoFYJ8Aiht6RymvAoch28uuoZ4I3f8Tb+AEUGQhLfIrq7qNtCizjwkNhvhTIvTKR2sykQUg7Cpz8DRCvzv2Jz+EFG0NGKySUQ0o7JyE4IZ9dPHJ2MhxeNZ/d7kxGiVW1yuCN7dP3E69VumKEx7TNCJKom4zjtQb87uGqE6ET11s631JKY9jV1B7HyF9oQSWAjAuLesPWhbkmB+E7kRvMRMIfrDnv8uaLGIralQcK/FmlsNtxADtkC0bHZKTP+6Nj3pM2h16zoDcsVnzA1IyRK/6HRDgnA+tcc95E3mqmON4wwgbYGeqPJTkSU2U64FzjnNSDIUUpvx/SrgCmXAac96TyZXryeAz+3zwgR+35wPFYEpZTNEtkr0mkte4xrNgtWI1CR7fMS31Jf2r6mTQw9gR8ULK08LX3c/zlWQGSkePYrvKtitCKsJigrRAeRorVeZYSERogCHRqeunBiOrLiwxEbHtylP0GbETo67WjWEkwZoIvHXKw+RmSEqHOMvIDIE4jS8o3mRqYjEqWz7qBtnyeXanpeGoNBGSnRyt8TZNeYRIsokfqiNOYK+QldNOoihAeFs30iJyZHban3ZKxY1MADIYLMGBfkKYumDrJHXmeE2IuYzY8t5Ts9ZoSI5CjuNXakvpXfkDiSu9tTkDP+XEeQsvF/wM7Pud6HyliiLEbBjhsdIPP/ufonHpQIIXRH0GNokegKlcdKNnHjWTFXrUYTYDaUOPRHlBUirG1cdE1Dq+nvNykZN+qkC1BkICTxLeT7Q4isjvaLf+ztwL4fgfkPtXdZHX+O++cjnZAaCHnOCNEBtb6Vt89HhwWxDi7q5OoO2kDojGFnMAHm1eOvdurSGhI1hAU81DlGB2IadEq6BoLE1BQYdRfSVVCgRWW3/2z8j1oio9Zjbft9dxElECGSlQQ24mPQ0/Z5T9w18y6n6+S4ToaOtGggc0XhNSRoNjer30Ex1oayo/f8eg+qWqrw6vxXmU7PXUaIMrRN5ibWodYh9Lee9ADw1W1cj+iBlOgQ54wQlfkvfI8HMGm8xIe0iTyrTaWxda8AJ/5NI5R2KYtpMYZ4FwR1xLB5PMNOGSHK7ugNzhkhAQVBJFWgBg7SYdLrp0DosKbjTBy7A5Aul8YMBgPKy9vPJKqqqmL3SQYRJKqjVkxvMbdyQTQR5RIIEdQ1cdUSz1bz7hCdY/QFjsny+LBGk0Vd2XZW+uoMURqjtnYakUFt7sPjFKGhAvmliCnv1FVGwcoXB75Q2+t7Aq2Q/zrzr2yfgqsfDvP0Ns0F8wUiIyQDIQkhvjcddVL6kmBDMNIjeQCQX6fRsyiQJYXQylFprdnSjIu/vhhLC5dia+VWbCrnI2yE2ztZVhC0SKDBxjurdnr3QoafBNy6DchzHqPjLiNEZfdWs9LuT5rGMS7BE40BEp2v1KV1SLEHcWe06EsypgO0OKLjLtmMUDBUp2TTqBlFIDrSRFaITGqJglWOx5BrdYDS5UDIU8utyWRCcHDXShASP+LXp4BnpgHVvAMD5buBp8YCH1zm/XOI1CqZf3XmduotlMKmTAyN53AzcV4gskHBBj1CFENFXwRCHXFaHtc9UdbmxS0vsq4VyuTMSJ2BnjI9dTpOH3o6O7CTToL0FaMTujdbzKNYWmqEJJqAuDfE0p4Q5TFtNse1LEaZo+OzjndypiaoccG1LEYt+WTo2CWdkBfQuA1xPCmv72BRSHrH2CwekDwzlQuY6bilbQTpDajsRgJqgixJKKtD7fz0u6n71jUQikhw1gnJjBDD6/z9f/7zH3W1+sorryAy0iFitVqtWL58OUaN6p7lv8QP2PwuH4VBrZwL/w2seYEPAty7hBtwkdjOa31Qmu+Ul1QOu3GtYyXjAWF6RmWxnvqhULpe2zXmiUtGX8JmdG2t2Io3d77JbiOfIF8Nk7xt6m34pfAXVhYgQ0ZfIUtjEneBUB8lhBg50TlYWbzSfSCkCKWHRA7BCVknYPGexcyglCbc09BjbSAkOsayorMwIXECy55uq/BdIETf5eToENZxWt7QiqwETZZFC5WkZl4LLPkrDzLoeLXoZR4c9TaZ04E9X3PrkiHTHJ1xlHmn27UBkDiO0msk+wCtLqgxcDNCXgdCTz31lJoRevHFF53KYJQJysnJYbdLBiB0IKxVBIdbFgOzbwW2fiDu5IZdExW/jI4QNWZ3ZbGeEN/5KAlHx1jPZW8iI9RZIESeKA/Negjnfnku0wrRqpQGWfqKhLAEPDfvOXbgX5i30GfP6xBLS42QpO9LYyIQIg7VKxloNxmhjKgM1qxw5/Q7WZcmDSemQIgWHtShSeXpgnpHICQsK3yZESJSokJZIETmih0y+VJg11e8k4y6wnqq//GWIVP5lgTaQh9EAZi2bd+1NEYt9MKROigCMDc5t+AHGF6fNQ4d4h/Y448/Hp988gni4nxU+uhlCgsLcemllzJdk9FoxL333otzz1XU/hLH6kAME6Xtu+fzbJCAskL9GQh5gTBTpIxQT9DOGYsLifMqxX/H9Dvwj9X/wKVjLmXdMb5kUvIkdvElavu8jIMkPhy62hVIe0d0lBGiQIgyMvS9IqhpgRoUKENKpbK8mDz157Oisph7OwVHpBkqby7vsc2EICWa64QoIyRG9VCZbMH4VOfsLwVAV36LPod5G+mAukKgaB2/LS7b2fNIDYQ0LfRifuPIU/g0AAqEaFHch58Df6HLYoqlS5cOmCCIoODn6aefxs6dO/Hjjz/i1ltvRVNTU3+/LP/CtctAeAGR6Rdx4Cc+GsOPAyGth1BP0M4Z6ywjJKCy1S/n/YJrJl6DgYBaGpORkESrEepDVznRaEAaH7KfKKwvZKMynDJCkc7jdKhrk4IdYkv5FieNEAVWtAihgIgQz+ULkqJ45xhlhOg7c/X/1uOGdzfioa93+ceYGgrAhLUItfATsdlAWCyQdQzP+FDbvzYjVL7LMe9xzJl8S9qiAHWd9iojdNttt+Ef//gHIiIi2H5HPPlk55bofUlaWhq7EMnJyYiPj0d1dTX7WyQKtJIgUsZz3wlaLZCRIVnBkyEXCQCphV2MwvBGI9THaD2EeoKYM0ZlLndzwDoqYw0UxIJPOktLnDVCfZcJoGyNsJ8g75/rf7yeNQV8ddZXatcYZYRcmZg8ERvLN7Jy8VnDz1IzQiSsFj9D2SIWTPnoMKTNCBXVtKiLrld+PYSmNgtOHZeGqFAjs+voDS8mr8tjbHRRpSMQIi77nJe9RPNKuLK42/ud42dz5/AAiY77pBkSeqIAwqs1wKZNm2A283/+xo0b2XV3l82bFUtxH0Ii7IULFyI9PZ2lIT/77LN2j3n++eeRm5uL0NBQTJ06FStWKJGuC+vXr4fNZkNmpmJXLuGIdsvEYQ7HVap304pi2ImO8lhniBpzf5TGlINTdKjvWucHK+JgLTVCEu3noC8DISphka6H+Ptvf2dDWKnr8tVtr8JkNbH7hYu7FjHDjAIhbeu8KLWJLJIIpnxBspIRonLYniPc0ysqxMgWFO+tLcRlr63FWc+vwmNLPA+R7XVcx3hQaYygEUbaDl6yDEgeC8Tl8NIZuVqHxQGRqQHtJWT0thwm+OWXX9CXUBlr4sSJ+P3vf4+zz1aszDUsXrwYt9xyCwuGZs2ahZdeegmnnnoqK4VlZWU5+RxddtllrONN4oIQStM8G/L6oRlglFIlRswHtn3AZ9ac9PeO3zrhYjqAS2Ouc8YGIw6NkB+k9SX9js2HQ1e7KpimeWPaeX0f7OVNGmkRaU4Gpq6BEBkniun1lL2NDYl1yiIVN/guENJmhPYqgdC80cmYPzYVr6/KR0ltC8sU7SjueCZanwimBZ661ej26zXeQYKoVKB8R8B6CXWpKmyxWJjmZvt2L23MfQAFNQ8++CAWLVrksRR31VVX4eqrr8bo0aOZHogyPi+88IKTx9FZZ52Fu+66C8cc47m8Q4+rr693ugRUaYy+JNQGmnccX0mI0Rg6Pbdir1cCHXfQSbUfS2MiECLfj54QCBkhsfIXJ0BJYNMfpTFtFoeYlDSJBTSkF3KnDxKQCzW11ZO/1u3Lbme3UWZJiJbpPq3g2hdQ+7zQCO1TAqHhKVE4dXwaPrjmaDyyiM8MqxDu0/0BDagWbtu07WBsiFuiAjsj1KVAiIKg7Oxs5hvkD7S1tWHDhg04+eSTnW6n66tW8aiXxGxXXHEFTjjhBNY91hGPPPIIYmJi1EvAlNCEWFpMONZCNWUxHFC0W7qjtc7RedYvXWP8ACozQl0ojcmMkETzOehreYsQTBO3TbvNaZ6YO32QYPYQPtBZlMVE27w2EPJlaYza58Via2txHdsfmRLVTkxd0diPgRDpGWnUhziOdzWojUoNaC+hLvcJ3HPPPSyzQoLj/qayspIFZSkpztEvXS8r43qVlStXsvIZaYsmTZrELtu2ufeZoL+rrq5OvVDrfWBlhDwEfllH823BGs/PIVYSobEdT1HuJWRpzHvECU92jUm0n4O+Lo2RezqN0SAH9cnJk3HOiHO8CoTIV+i1+a8xj60XTnwBf572Z6cZgKLETTPLfAFlmYMVd+mDFbzjeIQmEBJjOKqb2tBmsfV/eUzog7pCZGBnhLpcRyCH6f379zPxMmWHXLuvSEzd17g6+WonGs+ePZsJpL0hJCSEXZ577jl28ZfMV69iauSzcTxlhIjMmcCaFzvOCPVj67xTaUyKpTtFlEBkRkjSXz5CBImhV1ywgg1gJUbFj8KEpAnMMHFE3IgOZ5VREOUOCqzoQl5DlBVynRHYHehcQsNXyVSRCAsyICPOsdiLDQuCUa+DxWZHVZMJaTHtF4JlTWW4eenNuGjURWyQc68w7mxuhDumG88fpSQTAlQj1OVA6MwzFc8BPyAxMZE5XIvsj4DME12zRF3hhhtuYBfSCFGJLCCyQaEx3I/CHSSeJo5sB0wNfGqxK/2oD2K/XtUIya6xzpBdY5L+dpYWUHeYlqeOe4oNVaVxGt2FymP11fWshd6bQIgCpquWXIVTck7BLVNvcfsYyvqIQGh4SqTTe0X7iZEhKKtvZTohd4HQiuIVbBjsp/s/7b1AiEZq3LG/e4aIUcpxO0DdpbscCP3tb3+Dv0CjPahd/ocffmBiaAFdP+OMXvqwDZYs0Nd/Bkae6phQ3MFkd2YVT0Jq0hKRcykJqAW0ggiO8JuMUE81Qt7OGRsMgZCUCEn6a+hqR/5C83Pm9+g5qKy2q3qX1zqhxbsXs8dSkHLzlJvdzgqkjJBgeHKUW0E1BUKeBrNWKv4+dSauMeo1uvs/jFQSB42B6S7dLS/R2tpa1oau1QpRSay42HcCNUFjYyPzJxIeRTTqg/YLCrjAlwwe6bW89tpr2LVrF3OOpvuuvfbabv9OKouNGTMG06e7T78OeLZ9CGx9H/jyZj5otSN9UDud0Gq+rdwHfHw18MRI4KVjHW7U/RAItZqtMCm1eV9lhAZzIKSWxqSztKSfhq72Jl0RTFOX2lcHv1J1RUKA7YrQAREjUhwDxwVJkR0LpitaKthWjO/xJ9qKitC4WbEwsLY5pBIBRJczQlu3bsWJJ57ISkb5+fn4wx/+wNyaP/30Uxw+fBhvvsmncPsKMkGk+WYC4Wx9+eWX44033sD555/PPIIeeOABlJaWYty4cfjmm2+Yfqm7DPrSWP6vfNtaC6x+sWN9kLY8tnUxD4Q2vsWDKGUUBaoP8Et/uUorc8bo/E5GZ301Z2ygIjVCEn8pjfUGovVejOroiN9KflODFGJH1Q63Ro6ihZ4Ykdo+IyQ6xzxmhFp4RoiOL1oNqz9QcsedaNm0CbmnxyM0vJqXx4QDdYDQ5YwQBSLUjr5v3z7m5Kz1+yEXaF9z3HHHsQ+O64WCIMH111/PgjLyAaJ2+mOPPdbnr2PQQKs/EQgRdWJacSeBUKaiEzq8CvjiTzwIGn4ysOgVwOA4SPRHRoi6NdivDjH26GBO5m40Z8yoMw7qjJCYKSW7xiTaEmlfi6V7C9E55o2X0BcHvmBbIdjeVbXLi4yQm9KY2kLPB7N6CoQoA9Vs8U03m68wKxpbU0t8wHaOdTkQWrduHa65pv1wySFDhrQTLUv8kKoDvA5sCAa0zq2dZYRoqB8JqmkwH+zAtCuBiz4AJpwLnPZEvwZC/1vF5w2NTvMg9vaS93e/z7bzsud1ac7YQENmhCRarP0wdLWvSmMdDUUlvc7PBT+zfSFgJkGzO4RGKDLEiPQYR1DUzkvIg6miNuvU6zqhLmJThpCbTeEB6yXU5Y8+ZYHcOS7v2bMHSUlJGAwMao2QmDicMQMYq+kA7CwjpNcDuXP5/oQLgAVPOAR1Uy4FTrwfmHwJn1/Th5DT6+J1PKt1+3xlwrKX0LyiG3+6EdsqtrGD09cHv2a3U4vrYMYxYqO/X4kkkJ2le4v0yHS2pdllNSbPepfvD3+PNlsb6yw7ezgf30Qia3dMyoxlC62LZzpcrN2WxtwEQhSMiYyQv+mE6LXZmnmGqq1ZkRV0NEFgkNJlQQV1Y5Ee54MP+EwY+lCQOPn//u//3M4CG4gMao2QKIvlzAaGHs+F0511jQl+9xQw6WI+uI8CIy2zb0V/8Oi3u9kJ/eQxKZie07Vy1gd7PsCyomXYXLEZJ2adyCZhk5cJmbsNZkT5UJbGJPxzgEEVCIUYQpAclozylnLsrtqNJksTG+fh6k204cgGtj05+2SMjB/JWvkpYClvLmfda1qiQoPw7c2eW/qTlNKZu4wQLbLE6BC/C4RomLqFvzZLo3JjTT4CjS4HQo8//jgWLFiA5ORktLS0YO7cuawkdvTRR+Ohhx7qnVcp8b0+iAIhMkqcdQugNwKRXmTzIhKBkaf0+3/jhV8O4Pml+9kJndrmKcPxl1NHdfl5RFcJHag+3vexmg3yJyFjbyC7xiTuxNJ97Szdm1ALPQVC1/zokHHQAufq8Vfj2AyuId1TvYdtxySMQZgxDHkxeWwALOmEXAOhzlA1Qg2mdmJobVnM30pjoixGtNW2OTqCA4wuB0LR0dH49ddf8fPPP7OWeXJtnjJlCuskGywMWmdpVR8UAmRM56WtzibK+xmF1c146oe9aLM63MKvOCYHQ5Pat7R2RmkjFwXSsMcGcwObYH1q7qkY7Ai/GDl9XqL9HAym+J/mmG0s36hqho40HWFGjbcuvRW/XvgrDDoD8ut45kNkikbHj2aBEOmE5mYqMgAvEaUxsvGguYdaPzNtWczfMkK2Jodw21JVzy2EKvci0Oh2rzENMaXLYGTQlsZUfdB0IKi94G8g8K8le1gQdMzQBDxwBg1btCMvsetBkNVmVT1DnjvxOby+/XXmLBsqJjgPYkRVU/oISZwMFQdRRujaideyNngaxTEleQoLRs776jy23VG5A5HBkbDYLWwcR0p4ipoZ+vLgl9hZ7V4w3RGhQQZEhRrR0GphWaEBEwg1OzJCdrMFllY9gnTVQFMVEJGAQMHrQMhbf6DLLrusJ69H0lvQwW7zu3w/77gB+T5vLarFF1tK2Mr1rwtGY1hy1wMgbbpatMpPSJyA/5zwHwQKIiMkZ41JtKJ5f3CW9hUUBFEwJEgKT2KlsR8O/8A0gaL0RdkgUcYanTC6w84xb7JCIhDSHpt8XRqj7BYFchFBznM+e1oaI8xIRxCKuNGuDITaQ95BkZGRMBqNHlsS6QMlAyE/hQamFq3lZTHq8hqAkDCaOGvSEIwb0rNMXWkTL4ulRKTAoDcgkJAjNiRaRGZwsGvjJiVNYoHQlvItTDxNaAXUVBojPyESS1c0V7DgqSuQuzRNpy9vcPYSEhkho97IRNM9yQiVNJZg4acLMS11Gl466SX0FNExJjCDsmNFAJXHxIzJAMDr9vnRo0ez2V4U6Cxbtgw1NTXtLmLchsS/eGHzCzjnl5tQT6nvSRcCUe2dU/0dGqOx6gCfA3bLiZ4nU3flgEKkRfTPbLT+RJzwZGlMou0eHEylMXdMSp6k2mbsruGLKuoWE4QHhatDWukxXSU52n3nmJgzRrqlnmaEtlduZy3/q0tXo6GtAT4PhCwxASmY9joQ2rFjB77++mvWKUbOzdOmTcMLL7zg1lNooDPYfIQ+2bMYe2DC5tAw4JibMBApreOrrLAgAzLjw3r+fEpGSHiOBBJy+rxkMM8a8wRlfIL1wcxbSLTOu7bUU9aIIGE1QdWPfTX7nNrfPeFp3pgojQ2LHdbjQEgct2gc0NaKrfB5aaw5mO/IQMgzM2fOxEsvvcRmet10003MSygtLQ0XX3wxG28xWCCh9M6dO5mL9kCHvjCVrTxTV545BUgYCn+AxMpdobS2hW3TY0N9ksIXHWPu5goNdmTXmESL0IoNFh8hT5Bb/NjEsWyfAhvyDRoaO9Rt1oh0RMRH+z7Coi8W4b9b/9vp86vu0i7zxkRpTARCPSmNiUBIG6z5NCNUrwR8AdY51i1T9bCwMFYi+/vf/44ZM2bg/fffR7PLGyrxD+hLZ6GRGPQFTZsAf4Dm+0x6axKWFiz1+meK1UCo59kgp4xQROBlhGTXmMStWHqwp4Q0GR8iKyqL+Qe5C4RIMG2ymvDR3o/Y9e/yv+v0uR3zxtwHQiLo6lEgpCzgfBUI2ZXztjGNSwTMVY0OU0WL4isUAHQ5ECouLsbDDz+M4cOH44ILLmDlIyqbxcUN3mndA5mKWodLaLmfDBP68fCPbPvJvk+6XBpLczPnpyeBUCBqhOSIDYk7jdBgzwgRE5MmqvuuZTExuT4hNIFljL479J3aQXaw7iDKmjqepelu3hiN+Wg08+BieCzXH5G2x5tSW2cZoW2V22Bmsx+7j1UpjYUM49kqc1k5LNYoFC6PRt2H3nWKDwa8PjNSGYwmzFMARCWjJ554AoWFhXjssccwalTXXX0lfUNF+TZ1v7zNP/wrDtUdYtu1ZWu9/iKX1vGMUFpMzzNCVPdXxdKRgRcIiROeNFSUOJXG/GOd1KtMTO44EKKyu8gK/Wejs6XGbyW/dfjcycpg1qKaFrRZbE5C6VBDqJMesb6te9rakqYSpyBLuGP3NCMUMnQoc9S0t7aiaE08GovDUPT6/xAoeP3Rp+zPrl27cOutt+L4449Hfn4+ExX/5z//cboMBgaTWLqi2lHrpZbQ/sZsNaOwoZDtN1uavRb8ldS2qhqhnkIHIfrdgaoRkiM2JNpFgX0Q+gh5IjEskZXEtL5BrohZgzSig8iM4gOpV5Ws6vC5hyVFsqxQo8mCpXv4z1a2Vqq/l9rnycXeU3mMdJNv73zbo49Rs7lZFVqTSaQvymMiI2SIjYVRGZreUsAXp60VgdMF7rWhYlYWn7r77ruKKZ8b6H4SUQ90BpOztFNprJl/OYkmcxOrj5NgsC85XH+YGRkK6OAyNWVqn2aERHo5PjS+nUYgoEpjcvx8wKP9CARCaYx4cPaDLICYPWR2p+UzMly9c/qd+NPPf8Jvpb+xYIUaUMiV2vXYYTTocdbkIXh5+UF8vKEI88emqotPCoSImJAYNs6n3tQ+I/T1oa/xz3X/ZL//7QVvezxuUTA1J2MOGyFCf8elYy7tcUZIHx6OoCFDYCl3nCPCW2ywtbRAHzb4j5FenwUpA3To0KEOLwcPHuzdVyvpMuWaunZ1azUrRVG9e/b7s3Hz0ps9mmP2FvS7tawuWe3Vz5WqGaHufympDZYGrQZyxxghnaUlAm15lIYYBwKU8bly3JUeF4E0aoPa7Imj04/GrCGzEBkUybIx3x/+Hqd/djpO+fgUNLaJce0Ozp6SwbaUEapualNb54U5I80z9JQR+vbQt2xbUF/g9nVpy/najFBPjuFi1pg+IgJB6bx01xiug0lJkZhK+bGyragI9d9+C7vNMeNxMBEAVeHAptJUo+7bYUdVSxXWlq5lYr1fCn/BB3s+6JXfS6umdWXr2pl+iUDoqDTuWrq9anunvhr1rWY0mCw9Ko3R76VZQ+d9eR4TGQZqx5hWCyI1QhKtqWaAxEGdEmwIVstjp+WdhiB9EGamzWTX71x+J4oai9iiUrTYaxmZGoVxQ6JhttrxxeZidrx1ygiFxrgNhGpba9VFIfkckf6no05XsgGg10Udaa6Ly+74COkjwhF10olAVCRemq9DZTS/v/rQDv6777kXxbfehua1A99Sxh0yEBrM2O2osDp/oShVq/3iPLHhCRTWc82OL1lRtAJXLrkSj6591GMgNDRmKAuYSDTtTTaIBhmGB3dvTjD5gFDwR/qg17a/FtAZIVUsPTgXd5IuoA2GA6F93lsemPUA/jX3X1iQu4BdPyb9mHaPEQsqT1mhjzcWI7+eSxOSwnhGKCaYB0Kui7+fC39m5TZ33WGut9FxK8QQwrJVBGWpeuojpA8PR/Qpp2D3O3dhzSg9qqL5Z6F2Dw/OTHu4KNtcXITBiAyEBjON5ahQ/sO0ehA6IdG1FW4MZyuPe1fd6/Nfva+WW7S7Cv/E7ya7efFF7kyEWKLqgzrPBtEsoVe2veJk2Ei6pG8OfcP2DTqDqlEKRFdpJ2fpPi6LSvyPQNQIeQMdG07JOUU1bz0h6wSmKZyWMg03TLqB3batwn0gdPrEdBj1OmwvK1K90o4ZckyHpTFq1ddS1ljmsTQmjlvzc+az7ff5PgiEIvgA13VH1rNtFdd0o/HQLljr62Gt4ZUFyyAdoyUDoUGMvXIvKgx8oOjIuJFqJ4TIytx/zP1sS3bzlOr1JUKYTZocUcOm7E9+HV8h5cXkqenmTUc2+UQfRH/DX5b/Bf/e+G92EVBgRL97zpA5TBsgCNjSmJw1JnFbGpOBkCeotPXTuT/htfmvYVb6LDUj5E6fkxAZgilZcQiKXcuyPBOSJmBswliPgRAdt0RWPCc6x2NGSPgYCcuP4zKPY51o+2v340DtgZ6VxsLD2d8iXkdjDD9vmEtL0FbgqBhYa/zDgqVfAqHbbrsNTcobtnz5clgs3TODkvQtteXbYFEObqMSuNcTBSIiSKF0L61yXDvKfIF4Pso4VbVWqV/uVmsry05lRGWw2T/sNdXnMxfXzjrGOtMHfbrvU9WX6PUdr7PrXx38Cl8d+Irdds3Ea9iFrO7pACLek0BDWwKRnWOBjfb/L0tjHUPHDMoQ0aBWOoZRMFPU4L5UND4jEkFxPKi4YOQF6u3UNSZKY5Qtv3/V/bjmh2tYlpqOhzNSZ3gMhISHkDCBjQ6OVkt23c0KaUtjhQ2FONJ8hP2dyWncMsBW3QBzwWH18dZAzgg988wzaGzkCnnyEBrsU+YHi49QeeUuto3XBWNI5BC2LyJ+ck+lL2VKeEqvBkKE8A06WMszUdnR2fzLFp7MVkh0EKBVTWceQh21zlMp7MO9H6pdH8R9q+7DXSvuYqsyWsVRWyrV1t9Z8A6+Oesb9T0JNLR+MVIwHdg4dY3JhJDXYmqxiPOkEwqK3gV9UB30tki1hKXNCFEG5+olV+PjfR9jd/VudttZw89Ssz2ugRDpG8UxVZvJVstj3dAJUQZIWxpbq5wbJiROQGQWryAY6y1oO+g4NosSWUAGQjk5OcwscdmyZezN++2331hmyN1lMDBYhq5W1HI9TmJwtCrWEwFHXmwe21IwQtBKwJdon08NhJSSHOmDCLG6IvZqjB9dKdEMXPXEypKVrAxHq6TX57+OuRlzVWHhNROuwWNzH1MfGx4UHpCO0gJt17DUCQU24v9PsbEvhhkHCuMSx3UYCO1sWMK2pprpsNl4mUkbCNGxkPyERsWPwqNzHsVHCz9imSPRwOEaCFEQROV9ykQlhCWot2vLY/trPC8m3WFvaWENNYQuLEwdeUSNLBG5PFse2qhD254tEFgGaSDkVQvOv/71L1x77bV45JFH2JflrLPOcvs4us9q7dpUcUnvUdFQDIRxDwvhYyHIjebBSG9khCg7I9pGCZE+FkJp0gcJSLu0pnSNuirqipki+Xi8s+sdRAZHqqnhs4adxQKdp49/mh1sqDPNoHcciCQuGSHZORbQBJKrtC8ZnzQe2A1srdzKjm/UiXr28LNZW3ubtQ3bqjeyx5lqp2BHST2mZsc5lcYICmooCBLDWLVlL+1wVa1QmgIlrf8RLfzIGJKsUF7e9jIeO9ax4PN68rxOh+WVa1hQRyaR5448F/vCuG4zrFUH017HItVa7TiuB1wgdOaZZ7ILlceio6OxZ88eJCfzTILET7FaUEEC6LBoJEdlqgGPQGRl1IxQk+8yQiT+07pHi4zQ6iJeqsuMzFbvExmhPTXuZ+ZQBlIMXE13CYSoFPbs5medbjtv5HlsS6skd7OEJM5aEJkRCmyEWFoKpbsGlY+I3VW7cfl3l7OFJGWkXzrpJdYxS6Usgz0C9rZEbCmsdRsIUfeZNgjSlr3KmstYBkgEPVoPIVeum3gdlhUuY4aMlFWaksLNFrsilH5mCz+OXjTqIiYMr03ORUMQEGoGWgvIFFLpNK3iI0MCumssMjISS5cuRW5uLhs94e4i8RNKNqHCwD+8idHZ7TJCIisjAiFvM0LeTE12fS4KhGpbWlDUxFvqGxscQbToZttWvgtP/7C3XRcGubOalAGGKTF8qKFABE8U1FG3xeVjLkdWNJ8jJPGM9qSn7RqSBHAgJPuHuwTNH6Ogps3Wph7vtlRsYdnwHZXchDAtlKbN67C50NFpRa3vVM6i1vzLx17e7nnpOE3BDx1nySyR/4+szBaEPaebkj5pIhcNX8T2ybdNax3iTUaoLcTAXPfJPfv3437PbkuOSFZb6GHXZJBbTLC1tWGw0eWP/9y5c1kJ7OOPP8aDDz6Ihx56CJ988oksifkbOz9TW+fpQ03zaWgCsmtGSGSKvNEIvbz1ZRzz3jEdlrG0z0XCZBEIvbVhJXR6M+yWcLQ1c5dVEZAZdEa02Zvx7+VrsHids7mjyAbRMMMQo3OJS4ivb5lyC74860vcPv32Tv8GiXNGqK9HrEj8C/HvlxmhrsGm1CfxKfUknI4IimDzG0mrs6OKB0LjEnnL/JYiRyBEQc4zJzzDzBopa+2KaCIRWSD6fj6y9hEsLVzK7hMBjys3TbmJHeN3Ve/CZ/s/61IgVKfnHbsUmImMFT1XbbTjeGsIJRGZfdAKprscCO3fv591VF122WUsAProo49w6aWXYuzYsThwoHteBpJeOLrt/EINhEgoTV9ckRWiOnBKBA+AxNabQOingp9YOzyNzugIMWiQ/DNEqeyr/T+zfUtLDgpqeHBDtJgBm4l/8Q0hpfj7lztxqJKnbIntxdyBNTeRG34JKG0sNEeu6WVJx2i7g2RGKLARpVGpEeo6d0y/A7dPux2vzn9VLZXR7C+RETo2m5eoDlc1o6apfRbFZLGyjLcrqk6oqRRv7HgDi/cshg46PDLnEXX0hytkg3LleO6RJrJH3pbGGozccoSyVAI6XzTHO6QIwVmZMITwzLwMhCjyvOkm5OXlobCwEBs3bsSmTZtQUFDAymWDYfL8oKBkE1BXgAojX3GIAEh0jlEZSdSexeqDZoK5m28joJXJ/hoeeOyt7NhmXQRVlO0RK4xiy69sa23ORUGVItID8OT3e9HWzDslstJq0WK24pbFm2G22ljK+bcDPKg6Kjfe+U9sLGGeRDQcMVDb4LsLHeREdUxqhAIb0T4fKANXfQnZgFAWJSo4Sg1QqPFDdOZOT5+APGUB98ve9tKDG97ZhKMf+YlpiLSIzrFDtYfYaCDiLzP+4hSouINcrwkqc3UlI9QcxLVIrsdRc6JG2J2dDaMIhAahfU6XM0LUQv/YY48hPt5xYkpISMCjjz7K7pP4ATs/Ax3e1EBICYBEGUyUxQiqC1OGqDOdEJkittl4oLS5lLtDe0I8D/2+zEhuzKULqlEDofwqvhLZX96AN3/Lh9XEV0AjMhsQFWpkB4Z/LHsN8z6ch1/Lv2T3HZXnaBnVtuLnxOS4TTFLOkZkAGTXWGAjDBVlHNQzJiZPZFsqYVGjCPm00fFvZh4/T966eAsuf22tugisbW7Dz7uPMP3jI9/ucipRC0H0+3veZy32pEe6cNSFnb4GMooV0wNoiKu3k+dbg3UsCxVk4GOYVJIc5/jgYaPVjJDlyOCbN9blQCgkJAQNDc4TxQnqKAsODvbV65J0F7sda/Z+hhtSkmBh4ZBj8vGIeN5FRcaC2uyANy30NK9LcKSpY2G1eB7KNpGDtMCIMNha01FY3cJKMsv3VrJZR2MTuDnZ4Yb9uOxo6iiz49vCxey25qDNCDLoMDmLd10IhKW8thVf4j0iAyAzQoGNWhqTkVCPoGMqZVVEtyy10dOx9S+njMKiKUPY+7tsbwVu/YBPrP91Pz/2EasPVmP5vsp2pTEx9uj8kec7tcx7gmxERFZHzHr0pjTWEgyn47TAmOoQZgfnDYMhgp/frUVd8ysalIHQ7373O/zxj3/EmjVrWBRLl9WrVzOfodNPPx2DgYHsLL16x7u4OtKOFeFhrK5MXyIR6V825jK8N/1ZtcVcIAIhMcvGHQdrHVmgZlsVWs2eOxMqWirUQCgu2PFlmpg0CUa9AW1WG8rqW7G9hOt/js4cx15rUWMRJuS1QB9aiFbw12IILcTEzGiEBRvcB0KKMaSkuxkhKZYOZERGUJop9gwSS2vtOtTZYuHBePK8Sfju5jks67bhcA0OVzVh2R5+jIwK4dnsf367W/0uajvDqOHkzGFnev06hsdRpxqwt8azQa1raaw1mHfBuRKe7rgtODsbhlheKrOWORbFARsIkcP00KFDcfTRRyM0NJRdZs2ahWHDhuHf/3YMuhzIDGRn6f0F3N17jC4UX531Fe456h71vsZ33odh0bVo+JA7iAq8aaHfVclLUQxDPTYWVHeqEaLnLSh3CO7mZM5EZnw426eDwY7ierY/NSMDJ2WfxPa/LnwdiWkOJ1OdoQ2jMh2aItfSGBkmSrqOyADIERuBjfj/S7F0zxFdZFrnacHwlCjMGsYz859tKmHZIeLhReNZMLSztB7fbi9z0ggRC3IXOHkPdYYIxrzRCXUWCEVnOY6twVlZMMZzeYKlwvOCOWACodjYWHz++efYu3cv6xj78MMPmcHip59+Kn2E/IDqugK2nRiZ3c5Tp/Yz3lZZ/dprTjVpbwKhAzWOjJBOb8WKA+51QiS4JuE1EReSiHV7HSLMqSlTkaUEQnvKGrCvnD9u3JAY3DD5Bpb+pRp7WygPQG0W/tjImGKn30GvXWSEZMdY91DF0jIjFNCogZAsjfUYbUeXmHeo5YxJvGz16q8HUd5gQliQASeNScH503kQsvpglaoREqWwC0Y5BrZ2JRDyKiOklMZag9wHQknJ2fjfPD0+XxAPQ2wsDMnpg9ZdutsqU8oA0UXiX1RTNsYIxMc4B0GWigqYdnJn57bDh9G8dh3Cp09D+WP/wsSGfcCIjgOhoiYeYAlWF1BGpn3pUDwHCbBX7m1EdW0cIpMMiAmNYuninIQ9IEn9kh3knAokRgYjJToEOl0eTh96OvPAsKINtrY4mOsnIiTxF9TbDrTLODVbmmHUGZEVJQ0Uu4PMCEm0gbCcsNFzZqTNYP47tAAVukwt88em4O5P9ahv5aa0R+XFIzTIgGHJkex6UU2zqvW576j7mFmju4DKm9IYda5pnak7zgjp3B5Hqdv46xl6hBhM+IvdDkMaPWYlrLXtNcIDHdluM5iwtKG6rQGh1hDEK8JoQeMK3r4uqP3gA5h270L1G2+AErFhtxo8egnRF6rKxGfd6O0RsOmasLuiCG0WG4KNzl+0Vfm8ZBWmj8ebvx2G3RqJBYl/x1WzRjOtUlYCbydde4iX1samx6j6BLKK/+rgV8xVNdZ2NMpaeLfb9uqtTr9DZIPogNOu00HiFaIUYpWzxgIamRHyHRT8fHHWF6qRrCtRoUE4cUwKvt7Kx2XMHcGPbxlxPPNdWOOwLzl7xNndeg0U0NDvp8w8zUDryGm/rbGuQ7F0slIpMFlNqDPVIWgID7Ksja3cq24QRc/SWH0wUbEbIeU6vPGUFcOe/QV2i2McRuNyrh2KnMunsjd8/z3Kn3xKvT/C5GyqSMK9Z3/eh1UHKtkcMqu9DXa7AemhfCqxRVfLsjqvrDioBjXEuxv4NObymhCsy69hmYdb5pyspmxzEviXXlRkxg2JdrKfv2PaHZiROgNXTbgYthaeriXjRPoifrz3Y/xn43/wazEP6mRZrOddY1IjFNiI76HUCPkuGCJfIU+cpZTHiLkjeaCRERemZoR66vROViLiuNhZeay5nh+3DRERTOztCgVUZANAlDSVwJCpHPtb7UDz4PISkhmhwcSR7Ugt1ENvB8JWbkHZ3/+O1AceAKxWNK1cyR6SeP11MFeUq2UyQbgJKG6pYtkY+jJtKKjB49/vZV/Sxy9Tgpe2eKTGp6LIRL5AdfjTe3xCcVx4ENbfcxLrijhcWwrEA8GIA61vTp+Y7jQ1PlsJhATj0p2FgBeNvohdiAVjRuCqn95EQUMBHlrzEBsqqEW2zvsiIyS7xgIZWRrrW+aOTMIJo5IRGx6kLgrTY8NYcqXVbENVUxsSI91nlLyFFp07q3YywfSJ2Sd6fJypoQ40dCkqxnkOpRZanJKHHLlcD0/hAnCrSQ975T7oIpy93QYyMiM0mCjbhtgaR7qy9sOPmAaoed062BoamOAtdNw4xJ3H2+f10dEwKMaYkW3cA6OqhQvhipU0bVFNC7aXc98ImqQ8JIp3NOiNPK1KwU9Nsxm7y+rZaAwTuHHiJdPH47tb5uCRReOdXiKlgbUZVRJKeyI1JlQd0yGCoFHxo9S695Rk76YsS9ojtLEyIxTYyNJY3xJk0OO1K6azlnohCSB5QWo0nwNZWN2+Q7arDI9t30Jf12JmGXztwsfa1Mi2MXGOLjVXRAdbaWMpDHGKl5tdB1vhTgwmuhUIrVixApdccglroS8u5h09b731Fn791VmHIulbTGVbkaxkLEPmzmbb6tdfR+Efr2H7EbNnQ2cwIPbss5F0y83IfOlFBKVxz4oUe5ST2Lm8oRX6kBLoDE3YXMoDIVtbAnLjeGp3bJYdK+48HnOG89UElcc2FdSynyGyojIwKjWaiQG10PU05UsfExakpoU9IQIhYn7OfCz+3WIsOXsJ3lnwDo4ZckzP37RAN1SUGaGARvgIyaGr/YujPOZ5zJG3CONcbSD0+JI9uOatDXhvraPpxa6IpePjeDeYO4TLNZXG9MHB0Ifw47mlsOPB24M+EKKp8/Pnz0dYWBibM2Yy8cm15Db98MMP98ZrlHiD3Y7qI9uRrnQ2pt9+J9If+ycMiYmwm/lQvchj57CtLigIiddei/DJk6GP4gFQqp1rdcjUkNhbvQ/huc8gYujjWF/By2q2tiSMSOCiOrOulnkCCQv5NQer8dvhAzCE87b6YzOO9fhSs5SUMOmDOjNymz1kNpsnRgHRP2b9g2WDaJWiDZAkXUd2jUm0ztIyEOpfMhXBtC8CITFqg47lbVY+1HVTIc/Ur9zvcLDWtfD7khLat84LhLkjZYQIQzR/ndZyZ0uTgAuEHnzwQbz44ov473//i6AgR8fOMcccw4awSvqJuiLUNLQgvA2w6oGQ7GzEnH46hn73LdMFxZ57LqLmz2/3Y4Yo3rqZY+DCva0VvENrf+NG6HR26AwtaLJxA60oQxoyonmqlATUxExlGOra/GqsrVjKfiYnYqyTO6oreUmRnZbFBORv8fN5P+N/p/xPnYkm6Tmya0xCyNKYf6AVTPcUEjiT+Jm6fQvqC1jjy/5yXgZbf7hGFWQHmXgzTUqiY/akK2LcB2mECEM0XzhbK7khZMCKpck88dhj26/2o6OjUVvb+aA3SS9Rtg31DUGg0KImIRg6Ze6bITISSTfd5PHH9JH8g52l574Xm8v5LJzytt2AAbC2psAQegR2uw5p4VnqOA7y8Wlsa8T4IbEIDdKjuqkNrfY19CM4behpHb7Ua48disgQI66a5fkLqKUrzqoS75BdYxJCDl31D9y10HcXyrLnROdgR9UO5NfnI9iWzoTYRKWpCPM+PBk2qwkvmHlANCQpr0OxtDYQMsbFUqEM1lqeYQrYjFBaWhr2728/dI30QXl5/jn36ayzzkJcXBzOOeccDFrKtsHUwDN0dSk84+INeiUjlM5CKGB39W7mQdGo4xbtprKz0Hz4j2gpvBzZsakIDwpnpmEEtduT0G9KVhx0QZUwhBUBdj3OGXlqh7+TSmN/XTAayYpWSNKPYmmpEQpohEZMBMYS/88IUVMKiZ87Iicmh20pENp7xGGAGBS9GRUtZWhucLS/x8c7Wvpd0Q6ApfNCZQQPGXY28AxTwAZC11xzDW6++WY2dJUiz5KSErzzzju4/fbbcf3118Mfuemmm/Dmm29iUFO5B7Y6LmRrHsLLVd5gUDJCYa12JIclw2K3sA4tu74RdpsRMfo8WJvzYG0ahXSlDT4lIkUtj5HZ1phMK4Ji+ViMGN1oJIa3d1WV+BdCEyKnzwc2Ig6WGqH+RcxgpG7djryEftlTjnlP/IIr3+h4DiZlhIQH215llBFhCD/EttcMu5zfYDRAH+K5XT86OFr1GKKh3PuMfD7kgTabQ2kfiIHQnXfeiTPPPBPHH388GhsbWZns6quvZgHSjTfeCH+EXmuUIgoetNSXwKgEQtYsz+2QrgixtK2xEROTJ7L917a9zp+ndQhOHO3oKCC/C0KUx74+9DVO+OAELD5yLUISaXAGMCXhBJ/9SZLeF0vLrrHARg5d9Q/IKoS+kiaLDRWNvAHJlZqmNtzx0VYWvNIU+/xKPiuss4zQ/iM8ezMyNQyGsEK2f2wUn4tmiIntsGGF7lN1Qo2l2BPGAyFdvR4tjWWBGQhZrVYsW7YMf/7zn1FZWYm1a9di9erVqKiowD/+8Y9eeYHLly/HwoULkZ6ezv4pnymDQ7U8//zzyM3NRWhoKKZOncra+wOO+mKE1fJ/pz7bcxeAJ7E0+QyJ6cmHG3jnl8GUh2OGOrI7Q5T0rbBe/+LAF6hvq2cGjHZbMKwtGThz+Ck+/KMkvYXsGpNoAyG9dJTrd38hYTxbWN1eJ0RZor9+ug0VDY4giXyBPJEbzfWX+XX52FPOg5fjJ5ih05tht4QjroXLEgxM89MxIhDaUrkFO6L5cw2ppE60wXOe7dLH32AwsNb5uro6hIeHY9q0aZgxYwYiI73XpHSVpqYmTJw4Ec8++6zb+xcvXoxbbrkFd999N2vnnzNnDk499VQUFDgPCfUGsgKor693ugwIbDZYq48gopFH9iFDucW6NwixtLWxEZOSeSAkiNGPwMRMxxdlSKxzaUx4+6y5aA1uH/ERzkx5DHOHex+ESfoPUQoZRNltSU80QoNobtRg1Akt2XEE324vg1Gvw4Uz+DH2uw4CITFjjBaqByp5h29QBF/gWlqycegg93szxiomiR0gBNNLDi1BUSL/nCTXAmsLVvEHmFuAVm6wO1Dp8jpg/PjxOHiQD9bsCyiooZb9RYsWub3/ySefxFVXXcXKc6NHj8bTTz+NzMxMvPDCC13+XY888ghiYmLUCz3PgKC5Cm21/IxWGwHEJnoWv7mij3RkhEbHj3YaGJgWMorZwNMlKtSInEReK56VPot1cl025jI8duxjCDYE44pZuXj4rPFqpkHi34h/k9QIBTayfd7/OsfceQn9vJsHM5cfk4NbTuSGiWRge6S+1e1zkdWIyOSY9eUINuhxqHE7u25tzkVRfmmXM0IH6g6gLhxoDOWBw8G9W/jw1ZePB/4zmQdEgRIIPfTQQ0wY/dVXX6G0tLRfMyhtbW3YsGEDTj75ZKfb6fqqVUq02gXuuusulu0Sl8JCXk/1expK0FbPnRCKE4D40Piul8YaG9kk97EJY9l1qykZadEJrBz5xZ9mY+ntx7GWd4IyRyvOX4E7pt+hjruQDNDSmOwaC2hERrAzY1NJ/2aEdpTwc+v0nHikRIdiShYPYL7fUYZtRXV4d00BLFabW8G0PrgCuUlh2FzBZ0Nam3NQWcwnCBi8yAilKYEQQ6eDNYkvls3FFairPQRU7GKLcdQOkPOlL3yETjmFa0BOP/10py8P1TDpOumI+grSKdHvS0lxlGoIul5W5kgbUjmPzB6pzJaRkYFPP/0U06dPb/d8ISEh7PLcc8+xS1/+LT2ivgQmJRAqSdBhZmjnH25XsTSVxojpqdOxsXwjrE1DkZLOP/DRoQ7jTIE8cA5sZNeYRJsRNMg4yG86xwpc5o2ZLFa1BZ7c+IlTxqViY0EtnvxhL2pbzCwx09xmwdVz8pwE07+V/gZ9SAUykhux1lSHIH0IbK1D0FbFjXPV+WFelMYE8ekJsBaWYEilHWsPLsFJ4o6W6sAJhJYuXQp/w/WkLIIywZIlS7r0fDfccAO7UIaLSmT+jrXkAGoP8S9RfrKOOYt2uTTW2MjetyvHXYmlO1uwoSIHyVN7NgVZ4r/IrjEJIVq1ZUm7/xFBDs1trGw0qVPo9x1phNlqZ7MZhU5z/thUPPzNbjbwWvD+ukJcNTtXPfeJjJAuuALBpA+qBcYmjMcKGKBr4BkmGsTdlYwQSSIScjJRvqYEmZXA6tLVjkCoOYACoblz58JfSExMZAJubfaHKC8vb5clGsyUvfoVrC0GFMcDayaFdWkUhUHYCthssDU1IzwyAiHNcwBbFZKjpOHhYEWc+DqwLJEEAKKaIjO8/Q8NqZ6UGYvNhbX4YH0hrj+OzwzbUVLXbjZjdkIEfj8rh43OoODn2rc3sH3KEk3N5lmeIZFcMG0ILcauli/Z/sy0qdgcakSUqcnrjFBiWCKMOiPzmJuQOAGheXRuXYOMSjs+rT/geGAgZYSonb0j3I3f6C2Cg4NZu/wPP/zA3KMFdP2MM87o9vMOpNJY/TffoH79Ydh1djy70IjIKK7r8RZdaChgNAIWC2yNDTBERqgCvORomREarIjPiPQRCmwcpTFZG/MHLjkqmwVC76wuwDXHDmULlu3FPHszNt25OvG3hVzPSSwYn4ZPNhbjg3WFLBCiY/jjX9UA4YA+qB5VpnoMiRyC80eejx+S9iK6TQmEYjuveBj0BtYpXNxYzIZdB4fz4Cm1BihuqQPlpIICLSN03HHHtbtNe+L1dfBApo3akR6HDh3C5s2bER8fj6ysLNx222249NJLWSv/0UcfjZdffpm1zl977bXd/p0DpTRGae0jjz/O9psmtOJAehTGdkEfJP53NI/MWlvLOseQmopyxatCZoQGL0ITIrvGAhtRGpM+Qv7B7yak4R9f7URxbQuW7S3HCaNS1IzQ2HReOnPH+dMyWSD01dYSFgg9tmQPKhuBqJFBgN6M7OhsvHLyK0gKT8LQpGI1EDJ6kREiKBNEgdCcjDkwtrRAH2SjdjQkV9txaHc0Yk12JM+qQsAEQjU1zsPWzGYz8++59957WUeZr1m/fj1zhhZQ4ENcfvnleOONN3D++eejqqoKDzzwAOtiGzduHL755htkZ2djsGMuKoKlpJT1/hVPbmO3daVjTCuYpkDI2tCIljYrGlr5VGKZERq8yK4xCSF9hPyL0CADzp2agVd+PYS3Vxdg7ohk7CzlGaFxQzwvymfkxiM3MYLNIbvzYy6EHpESjXmjrkRB8y7cf/T9LAgihiZFIrqt2evSGPHQ7Idw89SbWVaJusNCoi1oqQrGeStssO6NBIVAcaUlPDMUCIGQuwzJSSedxLqtbr31VtbO7ksoA9XR7BWCZpz565yz3qR5PX+vwxKsqAwx9CAQEoLpBlQ18LJYWJABUUq7vGTwIbvGJIRwT5Biaf/h4qOyWSD08+5yvL36MJscHx5sQG4C93HzlNkno0USUIcG6fGnE4Yz7VBoUHtN79DYYIRbTF6LpQmyVmFBEBGRhOAYMwuEZux1nJutNVWBEwh5IikpCXv27MFgYKBohJo3rGfbsIQWVBv03Q6ExOBVa0ODoywWHSIFlAMM+v/VffoZok6Zj6BkPgal8xEbffTiJH6J8JGSztL+A2V2LpqZxbyB7v9yB7ttTFo09J2Y1V49Ow9Z8RGYkBGjzoV0R16wBXRms+r00HVnKkRQKELijYCLr7KtvhYIlEBo61aedhNQtoZKUo8++igbhTEYGCgaoZYNG9k2PMmEyiCe4kwI8751vt3g1YZGh1A6SgqlBxq1H3yI8n/9C6ZDB5H2t795OWJDRkKBjNCIyUDIv7jntNFYc7AKByqaOtUHCShQIn+hzkhFK4qp0SY4HBVNZqRE82pCVwhhwu1WtBkAU4gdUc062OrrAicQmjRpEssUuJarjjrqKLz22mu+fG2SDrBUVaHt0CG2H57YhsMh1OpuQ2ZU18eCkFhalMbK60VGSLbODzTaCvl8vbZ9juYCT4jVpewaC2wcIzZ89HytrWjdsQNhkydDJxXY3SY82Ih/XzAZi55fhTarrV3HWE8wUFMMDSQIDseB8kbmVN1VIkalwnhoBx4ZFYUz1tgxpsCumvIGRCBEXVta9Ho9K4vR5HdJ39G8kWeDQjKSoA8pwWGD3clEqysIU0USS5fU8nkxqTIQGnBYjnDb/LbDh73uGhMnQklg4uvSWOVLL6HqhRcRd8klSL3nbp88Z6BC4uh/XzCJDVc9bYJmzEUPsdbyhqe64AiUVzTimGGJXX4OXWQycseuwvacaJy4mX+GbE2N3JhsAFoxdDkQCoRurIGgEWoRQumhCagy6NEEO5v7lRGV0QOxdCMOVjapdWrJwMJSzgMhS0UFbM3N0Idzt3F3yIyQhBCV0c70J95C2SCi5u23ETlnNiL9yIB3IHLq+DR28SVWpfO7ITgChUrprctEJrPgIdtsRkswL63Z2uyAqQEI7byMN+ADof/85z9ub6dyGWWFhg0bxkwVyfF5oDIQNELNSnde+JBg7AviWv30iHQ2Cb6rCHdpKo1R+yWRlyQDoYGGuZxPqCbaCgoQOmqUx8cKAz0pEQpsHO3zvnk+c0mJul/y17uR9/lnMCbyjIOdJrzqdLIJox9oWLoUFc88gyGPP86sUkRG6EBFN8tZEbwZI9dsQbPSsWxt03N36UAIhJ566ilUVFSgubkZcXFxTCtUW1uL8PBwREZGsvEWeXl5bCZZZmbX9SqSzrE1NaF11y62H55kxuEm/m/Mjuletk6vdI2Z6xtQYOD+EnmJ3egmkPicpjVr0fTbKiT+4Q/QR3gOTu1mM6yVDkOztvzDHQZCqlhalsYCGlUj5INyBp0LzMU8EDImJ7MM5YHTfoeoefNYpNX4yzL2Oc374gsEpXTc1SjxLTXvvQfTzl2o/fAj2K3cJ64+OAK7yxrQarYy/6IuEck9ifLazKgP4Y01NouOu0vHdV2e0d90WSL38MMPs8nt+/btY0aG1dXV2Lt3L2bOnIl///vfzNU5NTWVeQpJeoe2wkKy8IYhPh5BugocVjJC3dEHEQalNNZSU8dWiBHBBqTI8Rp+wZF/PoqqF19C0Z/+BFsbN830JJ7XDg6jjFBHyNKYRBsI+aI0RpkGewvXGGa88DyM6Wmw1dWh7pNPUPfRx7BWVrLrLZs3yze/j2k7yLW9rdu2qRmhtvBIVDSYcNF/V6O6yfOxxS2RfJZnHoLQHKIsqsxKRmgA0uVA6J577mFZoaFDh6q3UTns8ccfx1133YWMjAw89thjWLlyJQYqpA8aM2YMC/j8EWu9ZnJwzWHkBykZoehuZoSU0pipjj9vblKETF/7CZYyXu5qWvUbSu64E3YPujXLEUdZjGg7nN/h84ouIdk1FtiIoau+EEubi6gpGzAkJSJs7FgM++EHZL35P8RddiniL78MoWP5bCxxIpb0DTaTCeZi/r9p2blTzRyfM28cm2i/saAW57ywCnWaSfadkjYJCI5EXtp0NCtOK1azkhEKhECIPIMsFp5a00K3iSnw6enpaFBa9AYipA/auXMn1q1bB3/EJgKhMCNFLzgcHNKzQEjtGuP/M1kW8w/sFosqbITBgIYlS1DzzjtuH2tWhNLq9cMdZ4QcGiHZNRbIONrndT7TBwWncwdincGAiBkzkPrXvyLlrrsQMmoku139TEv6BCqTi2yxvbkZLYoX4PDhGfj4uqORHhPKmmT+u8LFIbEjotOAO/YjZ9HraA3mnx0TZYQCJRCiuV/XXHMNmy8moP3rrrsOJ5xwAru+bds25Obm+vaVSlSs9Txg0RtMzCG0QKnvdr80xjNCuibZMeZPsBMGHcDIouJPf2K3Nf76a4et81SO8KaFXpRCZCAU2Ij2eV90PItAKGhIutv7xYBPmRHqW9oOOQc41B0sKgrDkqNw38Ix7Pobq/JR29yFEllQGEKDwqCL5N2pZksAlcZeffVVNvl96tSpbL4YXWjyO91G9xEkmn7iiSd64/VKmAO0khGy1aPEaADl54L1wUiN6NxVtKPSWFBrMzvxyo4x/4DpfpTBiBGzjmH7LVu2up29J0pj4dOmOVrolcC2w1ljSmlEEtjO0r4QS4vyS9AQZSaVC2KulcwI9S3CeNdTYHrymFSMSo1Co8mC11Z2XFJ3+zyR0Q6NUKBkhEgI/cMPP7DS0YcffogPPviA7X///fdISUlRs0Ynn3xyb7xeiTYjZHEIpbOis5iPUHcQztIGuw0h1jY2nVjS/1iUWr4xIQGhI0dCFxzMxKZt+fkePYRChg1XTzhMVN/prDFZGgtkxL/fm9JYy44dKP3b/apG0WNGKN19RkhMOrcohn6SvsGkCKVDXLpIxXFCr9fhpnnD2f7rKw+hrqULWiH6f8fw57GTRihQMkKCUaNG4fTTT8cZZ5yBkSN57VfSN1hFRkjXgvzQ8B6VxQgdGe8pvk8R5lZppugnWCor2NaYmMCCICE2bdmyxaOHELUlByump0wb0GlGSAZCgYz4/5MPnOuojPzzL8CRf/1Lva3iiSdRu3gxat57v2cZISmW9hp7W5v6vnaXtoO8NBazcKHjRr0e+miH388pY1MxMiUKDa0WLF7Xsb7QlZBo7rWnG8Biaa98hG677Tb84x//QEREBNvviCeffBIDHX93lrYpGSFDsB35sbT6qu+2UJpgs+PCw6FraEBWiA0RIV22l5L0AlZRGkvghnRhEyeiZdMmtJLY8cwz3WuEUlIQlJ3FgiVqoScfImtdLaJdMrSya0zSUWmsdedO9hmiLqOkG29kgbgIwFu2OQ/e7mpGyFoju8a8gUrghdddj6ZVq5DzwQcIGz+uW88hSmORc49F5csvs6wyBaXaWXB6vY5NvP/bFzuwfG8l/njsUKYf+9P7m0CfjP9cMNmjxUJYND8+6S062Bsr2eMHGl6d8UgMbTbzdJlWJO2K66pioOLvztKiu0sfZMPh0AigtWeBEGEOjUBwQwOGRbT/H9Z+8ims1VWIv+qqQfM/HmilMSJs0kS2bdm8xWNpjIzsREaIOswqlIVJ6JLv1NsJ2TUmIYTezPUcp2ZtaITClq0wxMWqmrPWbdvbvXlULrMpxyWPgZDMCHWJ+m++QZNiQ9O08tduBUJ0XKBxO5TxD87KYrYGFFiJ/4WWWcP4cWZdfjUzWdxVWo+vt5ay2249aYRHyUREnGNWma2+BobBGgiRS/TBgwdZUED7Ej9pnw+24bCdT4vPiemZm2dLUChoOEdOqL1dirz0vvvIH4EJccMmTerR75G4PxmRuDko2dlt11JVybbGJEdGiGjdswe2lhbow8L4/6ipSe0EMSanIDg7p523UPPGTU6BkAhopUYosFFHbLhEQtqsTfP69eqYDPG5Mh8pd3KHFtkgyvp4mnEnMkJ0/CJrCJ1RZp49Qd/p8n8+pl5v2d4++OxKWSw4M5OX18eP54GQ8r/QMjQpEslRIShvMGFTQS1+3c9L8wRd9xQIxUYkos0IBFsAW13tgAyEvNYIDR8+nI3WEJx//vk44mLiJukbrNV89W8LM6LMxIWHmVHejzOhFsmr/7cOH20octwWyjvHctqc09amfftZEETUf7dEPXFT6pyMuiQ9h7I2+4+di7qvv3a6XRifGZSMkDE1lWV8yFWcTk4l99zDLmbFv4tGcBgiIxCq+LWwA9+ECWy/ZYuzm68Qx8quscDG5kEsLSaUE/RZo5Ksltbt27qkD2K/gzQpQptWV9fzFz8IsTY2oWXbNpQ9/DDL5uiUxY67LJw3mEQgpNjZRB1/HPsfhE9uv6DV6XQ4Zig/1vx2oBI/7nR4k20q8Cxwjw2JRbMy4tLa0gpYTIM3EHJt2f2G0nYdtOdKeg9rDc8UVOWMgx12hBnDkBDKP8De8OH6Ivy4qxwPfr0TZqsNFqsNm8J5OntI6QGnx5r27lH3679fwj4HNW+/g0OLzkbFU0/77G8KJGreX4z6779XsztVr77G9us+/9xt+7xR0QjRgUpkhYpuupmNLaBL7Qcf8McpGaWQYcOQ+d//IvezT5Fw1VXsNipvuO0ak2LpgEb8/z2WxlgpdjMLhkQwzm7b5hoIdawPEgaLLBga4C30NEw2/+JLmJDZl5D31/5jj0X+ueeh7uNP2G1p//gHC1xYFs7FNNWr5zzEO0yD83ggRBn9EWvXIOnPf3b7+GOG8mPNJ5uKsedIg1NGqKNAqEVxlx6oLfTd7hqT9B+2Rj4YtSx7vJoN6op25/udPINQ22zGr/sqsepAFTZF8pVcVP5ep8e27nYEQpaSUjSvWYPK559n1xt+/tkHf01g0VZUhLL770fxTTej6tVXUUYHOprKTSvvNWtZyUtgqVRKY4mOIFfohMRMJ6L63ff44xT7CiJyzmyE5OWpjzdROY20Aq5dY7J9PqAR/3/XERvaQMje2qpmfOIuvNBthqIzobS3OqG2omLUfvaZx1Ey/Q0Nja379FO0bNiA1r37fPrcTWvWsO8olRbDpk1Fyt13I/q0BQgemsfub92xo9ulMToWaA10PZ0vjlYyQkU1/PgyNIkPeqagqLmt/UQJIi40ThMIUeeYY/jzoAuE6I1zffOkcLbvsVcegK2NH7yK0jK7XBarbDRhw2HHauyLLSXssicui103HzyoirHFCZQQdf/iO+5QV3PmggKYS7mYTuId5iJHObL8X4+jZf0G6EJDYUhMhN1kQtPq1fz/bLWq77MojRERs2axFWJQZiay3ngdIJ2F0sjgbqJ3UEoKX8XbbE46A9E1JjNCgY1ICLoGQhaRsdHcHjx0KP/8sdLYdqcqgTelMScvIQ8ZoSMPPYTS/7sLjcuXwx9hixPl73bn59UT2g7woCX23HOQ8/bbiL/0Ep4FHstF0q3bux4ImZSOMVEa64zM+HBkxTs0XhfNzEZqdCjTkm0rqvNcGlMGr1oHqJdQl0pjV1xxBRYtWsQura2tuPbaa9Xr4jIY8Oehq7ZNn6r7hw1NXQ6Eft5Vzg5+NGyP+H5HGZZsL0NdSCRsqenqhGLxPxeBUNzll7GttaJS1Z8QzX46j81fEQJmraA08dprEXXSiWy/cdkytmVBEGWKdDoY4+PVx4aOGoWh332LvC8+R8RRRyH61FPV+0RpzBVRTtP6D4kTnxRLBzYiEG6vEeIZm7ApU9TbKLsYOmI4dEFBTONj1hh2djZew+uMUGGBU6nN3xDdmb0RCJmUURjBeY6B5kToOBEIbe+y4NqiLFS9DYQIoRMiThqdgslZ/H+2qbDWc2lM0QiZB3tp7PLLL0dycjLrHKPLJZdcwoariuviMhjw56Gr1q3fsq0u2IiCFn6wyIjM6HJZ7PezcjAkNgxNbVY0mCxIiwlFzBQuoBND+eikzUSNBgMSrrhCFe4F5+Uh7qKL2H7T2rU+/gsHN2ZlmnzUyScj/bF/IuGaaxB/5e8ROXcuu73xl2W8i0x4CJHfh0t3DXV/iY6xhN9fod5OHWNdDYSs0k8xoBGBcLuuMSVQiTqRB+hE+OTJbAEUMnq0k06IsjukdRP6tI7ozEtILLSs1f55MjVrGoS6GwhRFl2UvbW0CQdoRc8jCB2nGKnu2OF2vI4nTMrrM8THq+M0vGHO8CS2pbEbWQnhmJQZ26FgOio4Ci1KRqjJqgfq/TOI7Qiv+xdff/313n0lks5pOAJbAZ3MkmCIiUFRQ1GXMkJU412xj38B549NRavZhheXcXH06RPTEV4xAQ3ffKMKa0U2iL6Y9PvImbT2ww+R/Ofb2Mm5+o030LzW+2Cxfsn3aF6zGol/+lOXvpiDMSNkTE1BzOmnq7dHzJwJXUgILGVlMO3d61Yf5I7QMWNYEEWZJOE87YrqP7RlCzuQUrpdiqUlTu3zrmJpJVCJmDmDlW0pMBFz7MLGjWOmnq1btyHmtNPQ8MMPrLOUAiTyquluRojEx6KbzFLjn4GQMC71ZrCxp66wgwtPZ/Mdh/30o2pqSDYlorxIJUgtoRR4GgywVlay40eQIljvDBFYCaG0t5w6LhUPnjkOM3J5JnpyVpwqmBbHDy0GvQHWcEoJtaLFYgCqnRtuBgJSLD2Q2PMNrG38Q6iPjkVRY9cCIXIMNVlsyIwPY9E+BT+C0yelO1qtt/LBnkIoHTKCt2On3nM3hv38E6LmzUPY1KnMpp3phJT27c4of+wx1Lz7HvLPPgetu3YhEBErStLuaKEMT/hRM9WsEB30CDoJdcaQp59C7uefI3zKZI/BEmmJaLVtUUoYIgMgR2wENjY3ztL03RcBCenTsl75L7sE53B/qrCpU1TDPzqB13/Ls9TaMm3nGaH22QWLJgtkrfbPrjKLMspGZIS6kqEhTPv2Ms8vKlmZS0qds0t2O1twunr86ENDETJ8eJfLY6aDPCAJyXUIpb1Br9fhkqOyMSKFW6qMHxLDFk7kL1Ra1+r2Z+wRPENtsuhhr9zHju8kLB8oyEBoIHHgJ1jblBVEZBhMVhMMOgNSI71bIaw6wE+u80alsKh+dFoUG7b3pxOGYUxaNF950AmzqoqdMNWMkMaXJigtTR3UKjIQ3uiEbDQzRzkJ0zb/wovUElxAZoRS2v/Poo47jm0bly7VuEp3HghREBU6coTn+0ND+f9WUx4TJz7ZNRbYqGJpTUqImXMq3mGUwSFdWsQxx6j3R590EozpacwEtPLFF1m3I7v91FM6/X2G2BjPgZBSFvPn0phWI0RO2l19naKdne0f2K/umw4cUGUH7pqQ1PJYF/yE1IyQ0nXWXcKCDWpQtKPE/cBdXUSEqhGqX7sfh85ahIr//AcDBRkIDRSsFuDgct6eSCuDMF7VTItIQ5CeC58742AFF1ePSedeHvSFu+2kEfjzySPZPjthKgN0KUhpVTyExG2uhM/gYvJmL3RCLO1LadXwcIRPn85acms/4V4ZgYT5CM+eGd10eEWecILq20KGlexxmo6xniBMFk37+QFXnPe6uqKVDNbSmOPkK4IU0gTqQ5S+aA20IEr84zVsv+rFl5ionxyLyb3Y64yQm9KYcFL359IYOWpr6apOqE0RRBOm/fu9DlpClYxQV8px7lrnu8uQ2FC169gdtDAmLBY9mg83Oh1rBgIyEBooFG8ATHWw2vkHrol/LrvUMXaokgdCuYk8endH2EReHiv7x4MO8Z6HQChixgy29UYnJDpM6GAZd/FF3W4HHchQqli4Rbur81O5THTpNCiGi4ZONELeIsoa4kAqS2MSp9KY5kwgghSaL+aJ2EVnwahkh70tixFGoRFykxES5WC/Lo0pGV3ROOIpEKJmB3f3iXZ210ChszKWsCXQ2m90BI0wEb+fskw9JSGCB8RVHgKhIGUCvc1igKnWOODcw2UgNFA48BPb2CL4Ca0uyNKlQIiG6JXUcZOsnATPgVD8lVciKCuLp3xtNpYa99SWHTKKl1vaCgs7rQfTY4igzAy1HZRKb752Z/VnqJTAPEiCgtzO+iGi5/Mp8eL99KY05g1izpg4ODpKYz55eslA7xrTZoREIORmMKdTVuiaP6rXvSmLaZ/TbUZIWSSI++2K0ag/BkLUQUe4BjvMef+997D/xJOYKLp1r7NBrVhceswIeRA2B2XwzmAhqO4MehwdQ6gBozOTS29IiOT98ZWN7o/XwVHKZ8VihKmOVyhkICTxCfSlUksXB7iLszWEr8JqjDwyz4jyrnW+sLqZnYMjQ4xIVD7U7gjOyMDQb75G2qOPsC6RxOuu9WicScNAmZ+QzebUVuoOc4HICGWx1Y0+JoZ9UVv3+daddUAIpZOT1W4RV6itXktnXWPdyQjRZ0p2jUk6K42J7I0nYhYtQvTChUi8/jpVO+h1aYwGr7q4Rzu1lNtsfncitTY2qu7s4TN5Y0NbvqNURYFb0Y1/QtnfH2DO73R8o6BIvd9sVheEQhfEjvFWqxpQhbh0jAlEMEP/G/IHImjkBjnVdzZjzNOxpiskRCoZoSb3gVBoDO8wi6i28zEbHXhF+SMyI+THFN1wIw6dfgZstWW8NEbHBz0/OJV30UxRlMVyEsM7dQSn1vjYM89E9ttvIf7yyz0/Tq/3OmWrzQhxt9Sx3baNF7Tu2ctmng2UUR8OobR7vx+CTijC98fVVbonkBM1mTOSEJbE8LI0JvE0dNWREerY4kIfHIwh/3oMSTfd5PWbSV1RDOpMq3cW3rp66/jbPDIhlNZTowh1YrpkhKijq/Gnn5jhJLlDE/VffKkGLixooSxNaCjLCtubm1lTCjWPkKs8a0bx4MxNM9r0ypw29ni7HYcvvRSHzjzLrUu3J0+i7pKoLJ49lcbCY/hxKliZekBQIDtQNIgyEPJTZ2nqsmr8+WeY9u2DadmHtNwAEkfC2sJLYqW6+i4FQvlVTZ2WxbqDt4GQQyPEfUZEx5mrTogOFuQ35E1avGHJd0xUXPPe+xhIgVBQqudAiIiaP1/dN3rRPu8NJHoVq0rKConznnSWDmzcDV21eFEa6y4UJJCHjrtAR6sR8sfOMe1CJjgn25FhVY5VwlSSmkFS//53BGVnsSCo7ptv2g1ADVF+nrJCQtRMWVsaTOuJoIwh6jGStd8fLmALG/J0ckVojlxdqnuuEWpze39knJtjmsUCW5NjvqE/IwMhP3WWdrJy36TM3Rk2T50DVmFs7lJpLL+quXcCIc2X0xO0KhD3B2dmeLSNJ0+Sgt9fieKbb0b54090+ruFDX/r7l0DylXakwO0U3nMYIA+IsJpvIYvdUJCIyQDocDG3dBVdcZdLwRC2ud1LZ2oGSGllKP1FfIWeg6t9qZ3PMCS+aKCsjptbeoYC1q0EuT5Q9nyuPPOY9drF3/g1DEWkpOL4KHcgdu0bz9MyoyxzkTNwWLRWVyi/i5CdJj2ZkZIaISqmtxnhKLdBUIDqDwmAyE/hRyGBaYCRSCXPgV1Vfzk3xwCZEdnIyLIu8AmXy2N+TYQIk0RYS7yLOKjlR6blk6lNCUrEab4YpBGiLJfBHmSiMxR9Wuvoeb9jjM9wpeIGQWSEHkAuUp3RHDGEGT992VkvvQiW0H7ClUnlH9YlsYkHoeuWmsVM8Vecn/3ZKooAiERsHenc6zwhhuYh01bAZ9Z1huu0sakZJa5ES7aYpSFSZlGHzKCe3rFnHUW+/7SYo/GY6gDUPPy1FEkFNDUffmlk8WFJ4LSRSBU3GEgxGZEiiyTDzrGtIFQdVObWxPWmDj3XnbWOhkISXw106acZ4F+ai1FfRVffcQnZeLxuY97/XwiEMpNdAz79AXedDOo+qDUVHVYqzE9na8MzWaY9uxlX9yqV19j90XMPZZtyx74B5oUszZ3aH9n6+7dPvl7aOp106pV6EtXaXeQgZ0YaeAr1HS+JiMku8YCG3dDV73pGusJqqmiJltA2WBm5KgJJKxd9BKytbSwsR8kSm7ZtAm9laUXGj+RbTEpDvw0Gkf7+imbK5ofKl94wdEZlpuDkGG8ZFX/9dcw7drFdEex55/v3bG2qMgpEKIgy7WkaCOhuU6nLn56SjwbocED59rm9uWx+KhktGkGdumMvFzIXscAQGaE/BSnmTZV/IP3dfVWRCiZyccWPI9R8aO60Drf2m8aIZHlobZ8AQmmRXmMLPpL7rqLBUU0NyvzxRcRfdpprHOkdvFijz4Z2mCxdVfPAyHqwii87noUXn8DbCb3KeDecpXuC7SdY7JrTOJp6Gpvl8aMbjJConWeFkoi02LpYkaIZUGUv4caKXprvIYwQw2bMlU1lCXfIKZp0unUIIegjjoqczf++JM6pDZEkxESNhkJf/xjp/MX1WNtcbFTt62lpNRJMC00R6w7l4TZPsBo0CMuPMhj5xgNXqUqBX+wDqGx/O+SpTGJT06aRFu9DiTGX12xFWHKZzC4k44OLYcVfVBUqBHxEZ5b57uDWKVQaYpWde5oU1vnM9zaxlMZrHXLVmZSlnLvPSxIij3nbNVl2ePqTNN+27qrfZ28qzBjSKuVuV5r7f59AZsor9EY9AeqRujwYehIfC81QgGPu6GrDkPFXiqNxfMOo8aVK9UWemtlhWogStPS2W0daIRo0UILqIpnnlU7t9o02iAxHqg3XKVFRpcG0ooRQ607uU4xKCuTjbwRUDt87HnnKk9gVr+H7Lto5CkUMqaMv+zSTn+/CIQow94mHOLDw9uVx0zdHLbqbQu9O3dpvU4PU6gi9E4OhyGEH1/8zQLBEzIj5Kdosx12qw6brBGwNzoU+Aal86KrjtKdtc53FVo1ii+j0Oy4Yi4SrfPOk6mpu0IQOW8ect57V9UchY6fwIe6Unupi629u1KcyQcZIe3MNEtF+9/ZE2j1q5okJiWhP2AHUqORteoG1fBATw5dDWxch66ygau9XBqLOfNM1kLe/NtqlD/xJLuNMiqEMTEJxniRMXIfCFW98Qb2HzsXxbfehsrnnsORR//JbteKpMV4oN60vwgZNYr5oZG3UN2nn/LblFEYWpJuvJE1PrCfTU9jx0vSDtEMN3b/zTd5lbkRgRDNOCORNr2HEcce2y4QUkdrdHHYamckKItoT51j5lAe2Jkz4mQgJPF9RojYaYlBhJJwYV8kZTXRn63zBAVW2tp1hxmhLOdW/8hZs5D535eR+8XnyHzuWfXAQBgiI9SDiruskAi6xGMoyyH8OrqLdmaapbyiV/6fNE1e6KT6GvrMiEAzqJQHkrJrLLARulexQGJGgEpZ2NjBiI2eQAOC0x95WM0G1372mZqBJbsIkRHyVBpr+P4HthWNF80bN7IWdurAErAGCiW48gWUuRJibuG0T51hEcq8xXplJE6oog/SQvMCE/7wB37/aO4/RKT/6zFkPPcsYs44w6vXQMdEbXBK5TW16WSHNiN00CfDVl1JFKaKHryELOH8/sbsZBiC+QfLWiPF0hJfnDjjuInWkQa9qg8Sxlre0lsdY+5q1+5oExmhjPaeR5Fz5rg9eBBhkyZ1GgiFThjPD0x2e490AVTaa9PMAfJ1F5pZ6QIkV+n+ROiEjCU8aJUZocDGVSwtskGUsaAByb0FzSZj+hkyh/3X445hxAkJMMQ5l8Yo+6E15hPf0yFPP8Veo62+nmWDxAR3gRAvdwUyeXQ/ELaKl+L1eqdByOEzZqqeOVqhtCsJf7ga6f/6F1Lv/qt6W0huLqLmzetSll4sOtnPDx/u8GNzlxHyUcdY+xZ69xmhwumZKIsFSqYPhyFYlsYkPYRWN2blRBwxlus6QmvsiDbpu1wWoxPdztL6XukYc/1yuvMSIhEfrc7cZYQ6o6NAqE0JumhVGDJ6lOonRF1mDT8vdXosHSSobk4Ca2/KYp0FQvQ3dXW1KQTj2kGV/akTMpTy/5WbTlhJAA9d1ZbFfF1GdyXxuutYhpSczus++1wd2yMyUfQ9I4nAvrnHoVhxr6bXJ0TWpL8Jm8CHRDetXKVmpMOmTXUyOOxK1ufgmWfiwGm/a6d3VMtilNHVZOMjjlICIQV3pTGC2u1jFv6ux3O/tM7TFHSFjubzHs0FBSyIo845sUj0Veu8q6mip3ljNadMx03XGVGQqtEIVflWYtBbSI2QH8JWQqQn0ekQPow7C6dVA+NC87qUEWpus+CatzZga1EdE0NOzOidVDf53rjzEqLAo+T2O/hjcnOZTXxXCJs0UR3D4TqclazphbeGOBhUPvc8Ci6/HEXXX48WxbGaUtY0huPgggXYPXkKSu+9z+3valLKYsK3x1MgRHoA8imhgYpi7pA3NK/nI1LEgbu/EOlyw35+kpClscBGGCqKoKe3hdJa2CiKRYvYvjAlpJEyojRGx8Dajz5igU/D0l+Y35gQRlMWmHQ34VOmsOu1H3/EssL0sxFHHc1uI1uOrkClL+rAosBM256unSlGYmgtwcOGqWNwWMebstDoLZwCoeHDWcAqbiPBNnt/6H2gYdk+NGN1ygh5KI2lRvBu2LKWShji+HsiAyFJj4XS9AULiecHqPQqO8Ybs73OCFHK+/LX1uLHXUcQbNTjmQunIC8pslf+K540QiRibFq5knWDDXmyc6dod2Uc+kJTENS6a5dbV+mgIekIHcUDITqACeoVW3s6kKputXRg/fBDt9mc5nXr2VaID7XO3lqYnqGsjAWrrqn4jjJ8IuMUrmgK+osIZVikfuc2hJlbZWkswBGTbIRYWrRh95ZQ2hXRHSogsTR1XdExg6j75FO19ERdYSYxpiKXd0SFKYGQ6KIi3UzIyBHd6hzTNnu4+pKprtAuAmQKIEX3WPDQoV3SbvbEyV+bfSJ5ANG8do3PjRTdzhvzUBoTgVBpUykMycqQ2Fr/mhcXsBmhr776CiNHjsTw4cPxyiuvYCB5CFGbZkgk7zRKbACyPlzltQiuoLoZ6/JrEGzQ470/HIXTJvReScZdIEStrTVvv8320//5qJq16QpsOKub8hgrHWoyQuHTpjKtgDE1FQlXX8V//3ffMov+plW/set5X32p1u/blcEqK9FGQY1Oh+hTTvGYEaLfW/O/N9vV4juD9Au0qqWDe5jindRf0IqV/Jx0FgsmVB5QNSKSAPcRcs0I9VEgRJ5B4UcfpV43JvJMgvDUcTJN3bVb1QeRKaGaNdZMV6dAKHTkSPV711E5vEM3f8UksV1Luptjb9RJJ7FtxAweEPUmYswGdasZk3n3adRxx7Ftw48/OUwbfdw67zSBvrOMUHMZDKn891sbuEmmvzOoAyGLxYLbbrsNP//8MzZu3Ih//vOfqPazQX4dG3elwGCvRWOYUsevbUTIyJFIvO76Tp/jSD2vcafHhmJqdu+muUVqljwjrDTdvKEBZQ/zrpCE665FtOKu2h1EINS8cZNT4MJa0WlkR0oyq9sPX/ozhn2/BInUqhoezlLcJMKklWTImNFMOBiuZEO03WHs+nqeDaJAKWT4MKdAiA1N/PIrFlQ1LlvGutNcD45e+RNRNmjKFJ+OzOgukbNnse3U8j1qaUQS4D5CyplAlLdFZ1RfEHfuue2GDKvlMQ2te3arpTESGrPHRUayY6IgeNhQtjCjhRFlksX3lQKi/Isvwd6ZR+Hw73/PnJ6Fh5HAXKoJhFyySR0JkEn4nfvJx0i69Rb0NmFTpyFs4kTmOyTKmWRCS6aNJA6nY1RvtM570z6fGs4DoYrmCiCdm0pam0wDYgL9oA6E1q5di7Fjx2LIkCGIiorCggULsGTJEvg7osOIOZg2laNMKY8hIRaZL77A2ig7o7yBR+3J0b5xFu0IOhgZkvgBrOy+v7GBqSSQptIWCSJ7giglNXz/PcsyafVBNLNLBBaGmBhWoyc/jsjjj2e3CW+PGHKp1higuY7tEIFR+IwZ6gmASl90ICXPkpI77sCBk+fjyCOPOh2kO8oIUcZKdLFpn98fiJg9h22nHdkNq5yxEdCIhKDoGhMDjDube+VLIk88kZVySEgsmgkMipeQdqFlcsoIOTIe4ZMnO2WEqK09VCkbiYCGLDxaNmxgizXyL6r493/ajdIxKzolIbQWJ3AKmEQA5qnkFDpmjM9cnDuCjv05i99H0g03OG6LjVU92cQQa1+3zmszQg0mC5tW4EpiWCKMOiOsditqUhUtlY0vJv0dvw6Eli9fjoULFyI9PZ1Fv5999lm7xzz//PPIzc1FaGgopk6dihUrVqj3lZSUsCBIkJGRgeIOZmL5Y2kMTZX4booOe9OBiKcfRpCXXUciI5QcJXzPe5fUu+9mZn2kzRFjMVL/dh/0PfTMCZs8mc/gsdtRfOdf0LhihVPHmDuiTz3F5fqpbMtmd+l0rAymTrrWCKXDp0/jJQGlzk9aIppdRNAcJOrMoJVX0s03s9va8t1nhMTq89CZZ7LZZf6iDxKwgNBoRFpzNZLrB0ZXh6T3S2NsWKdiTBqi6O76AjpG5H78EfK++1Y9XhiVFnoi4dprVN2OyPBoZ2gJnRB73UoAFDJCCYQU7ZAosQVlZqqZYdexPJYyRyBEpoViwUU/ywwMQ0K8Pv72NVEnnOB03det80R0qBFBBp06fNUVg96ApHBerjsSEwedQXgJ+b9OyK8DoaamJkycOBHPPvus2/sXL16MW265BXfffTc2bdqEOXPm4NRTT0WBMnnYXUquo5ZQk8mE+vp6p0t/oHUwbW2uwPJxBtxzuRFxE70fwlmhZIRS+iAjRJC2hqalC5dpmhUWcTTv3ugJ9P9Kve9eRC84lYmdi264EbUffNhhIBQxZ476OsKmTlUfR0GOSKOL4ISCHSG0pFUVrSZFep7KY637eFYn7rJLWdks8Zo/ImLWLLWThIIeEnJTF1nDTz+x25t+W827YOx2FN10s9/ogwTUbaMbzzvyxhTvQptFUcxKAnjEho4dd5hGyGBQS8R9BQmktYsmkXWlTDMZDlLmV3VUDgpy6p6iwJ6GltJ3W2iLxFxDMfBZBELUck8Djd35DGlLY9r2e1WAnJPD2uD9kah5jkCIMuPa98dX6HQ6tYXeY3lM6IR0NtVL6OAeZzsTf8SvAyEKah588EEsUlosXXnyySdx1VVX4eqrr8bo0aPx9NNPIzMzEy+88AK7n7JB2gxQUVER0jqI6B955BHExMSoF3qu/sCsaISC4qNRbzOrs1wigtqXxL7fUYbnlu5vF/T1dUZIOEVT2jb59j8j9e/3++x56eCT/uijiDxxHjsQNq9Zw2739GXXh4Qg+ne/Y/ux55zjdJ/IyjQpzyG6xUgfJA6iojxmOnCQaY0ISkXnffklkm66CUHpaWx1SDolOsBWv/MOa7c98tDDLDCq/+or5YXo2dwyf9IHCaKP5eWxo/PX48FnvoDFKoOhwPYR0qmdmZRNoO9QfyIyOzELFrAAKVgTmAVlZzkFJDSyJu/LL5D1xuvqbcHKOB+WxWWBUJF6zFCzRe0CoVKn362W1XpRgOwr2N81ZnSvB2wJSudYZZOpQ53QkZYKWMJ5Zv3FtS/C3+ndXr9epK2tDRs2bMD//d//Od1+8sknY5VS+50xYwa2b9/OgqHo6Gh88803uO8+9z4yxF133cXE1QLKCPVHMGQpUzJCkQbUKSrG6OBoFgxpoeDnLx9vRU2zmQmij8pLaKcR6quMkIAOIp5MxXoCrXIy/v1vVtuvevlldpsYF+GOlL/ehdizFyHUxbeH2sdr3nxLFTCrZSvN3DMxC0xoCKgbjTRI6mvR69nBhg6UtFokMzehC6r74ks0/MBHAAx5/F8oe+AfbJUt0vH+QvwJx6Pu309jTPVhjHnpLux+5V4Ygwbs4UDSzczgE2YjtiTkQWc/FialZVwYlPYnMWeczhYcouxFFhkmZbCpEEprcS1ZCfNWYfKqlsYyMhxdZQcP8gxTcDBsJpNqvxF53HFsYdOqdI55ap33N6JPOgkVO3c5icd7r3OsreOMUFMZGiOCEVllQmtdPWx2W7vzlz8xYI98lZWVsFqtSFEG4AnoepkQGxuNeOKJJ3D88cfDZrPhzjvvRILGHt2VkJAQdulPSFhGehTCGAHUawIhV8jPgYIgYvXBKqdASM0IRffv3+NLaJWTfNutCB0/Dk3LVyCqg240Ei5Sd4Ur4VOncp3QwYMsbe5OyEzuttpASPiSaKHVIQVCjT//rJrBEWUPPgh7czNboUWdeiqCsrNR/8WXiLvwAvgTNO8p7aGHcODDz6HftgmhVjPsVu9bjSUDH2trKyhcyKw/AvuWTapmRvhy9fd3PeIoR1s9zSEUc8y1+iBPkBaIoODG2tjk0BUO4YJsfVQUK7WRLxF9F0TrPA0ypUVL1X//qwaGjmnu/h0IxV95JXShYYie3/0u3c5IVDrHqj1khFIiUtRAqDrCAHKuC2+1o9ZUi/hQ3xo8+pIBGwh50vxQlkR72+mnn84uXeG5555jFwq0+hoxaZ1WawZ7I+oNngMhMVVeBEJuu8ai+jYj1FcrH7p0B9ZhMXUqa5kvvPY67h+kCKUFaueYskJ0NwuNVocN1Jn2xZf8MWPHct8SxW2aNFLMB2nsWHbxRyhjNvXsRfhuUwGeeH8V6lp4UB0TFoT4iGDooEObxYrR6dG45cQRiA3zn9KepGdQRczW1Ii3brgfs4s2w/rNl7AqJ/5QP8gIuaJ9TcE5nZeoyHSWvuuUjTUXFWoMWIew7yVlrVs2bmTlMQqEhD6IMkuiY66toIC5xzta5/23NEZQOTPh91f06u9IUEpj5fWdeAk1laEszAYqUEa1AFUtVTIQ6g0SaUqxwaBmfwTl5eXtskRd5YYbbmAXKo2RVqgvsYjhg6xjrNyREQppHwgdrHCYVW0sqGUtjaFBBrS0WdHQylf3KYMoI+Qr0h59FPkXXqAGQSQM1drRi9KYwN0gRdG+KyZ1Ry9YwDpaaj/4gF//HW/ZHwicMjkL04an4G9f7MDXW0vBQnHN9JCN+Wb8/OEBPHPhZEzL8d9VnaTrfDZ0DguEzD/9CJh4FjlklP8FQtrXpG2d7wgSTFMgRGUuq9IlKgwJKcvLAyEqf/0OZqVjLCgtlTVLsBlolZXMl0d0PXn7ewczQ5XpBJsLazsMhPLr81EazI+NkS12VL2zCMPjRgHBEUBkCjD3L0C4/xxLBmxGKDg4mLXL//DDDzjrrLPU2+n6GWecgYE+XoN7CFV2WBo7qMkIUecPfTipPFbewA9oYUEGRIYM2H9xr0Gz0TJfeBGHL7uMZXC0+iCvAyGX1WHE7Fmsc6P+66+Zp4i7LJI/kxgZgucumoKHzmzDkXoTKhX3WJPFige/2sU+axf9dw1++vNcZMb33lRySfcpqmlmbc31LRY0tJpR32pmPkF0HCCt4MzceOgVvyCCFkw747JQGJmEzMYKdQEmmgb8CcrwRM6bx8ZseJuxCs7MROvWrWhavZpdp84ycmQmxPezVRFMi/K28DGKmDEd9d98i+I77mTXqfOUOtsCnVnK7Es61zSaLO3OL0Is3WhuREMYfdbsiGwFKlsqgcrvHQ8MjgTm3Qt/wa/Pko2Njdi/f796/dChQ9i8eTPi4+ORlZXFhM2XXnoppk2bhqOPPhovv/wya52/9tpre/R7+7M05vAQSgWaKtRAKCakfWbqYAUPhIx6HSw2u6oTohOZyAb19gTpgUrYuLHIfP55VL/1FuIuvdRzIGQ0uhVnhmh0CrR6pGCJ3uthP//EdAYDldjwYHYZCcc8uxm5CTjnhVXYXdaAtYeqZSDkh7y8/AAe/sbZF8eVESmRuOH4YVgwnp/sr39nA+zQYeXwo3DBJqXE64fZIEHmc8+yMTfUrOANQZm8mYIMFLVlMe3ixrSXD1dVS2Op/L1JufdemMuOsKzRQNAH9RWZ8eHITgjH4apmrD1UhRNGOVdfSAcUrA9Gm60NjcphkJXGZv4BiBwGlGwG1r8K7PwMOOEeptf0B/xXxg1g/fr1mDx5MrsQFPjQvuj8Ov/881nL/AMPPIBJkyYxA0bqDMvu4QRgKovt3LkT61xmUvW1hxAay526xjxphE4ak+KkExIZocGoD/IlEUfNZAdX10AnSDNeICQ3h3WVuEIaLrF6jJx1jHqApe6y/m499jW06puijGnR6tIk/gHNi3tjJXc+TooKwciUKEzPicMJo5Jx4ugUzBqWgKgQI/YeacTN72/G9Id+ZIHt0j0VCDHqcfrtV6kzNvyhY6wjvA2CnFroxVxC7eR2JRCiTBC5TWtLYwRlxbJefw1Rijlr+FSHaWOgc8xQnhX6dV+Ve983pTzWqCTQIqg0FhELTLkMOPF+wBACVO0HynfCX/DrjNBxxx3X6ZyS66+/nl0GC+ZibgBmzP8UCLN5FEuT78vhKn5SunBGFr7dXqbqhERGaDB1jPUlzMyNDrg2G0KGey5xhY0fj4bSUkQe7+zqOhjJS+QeVoeUz5zEf/jtYBVK6loRFWrEijuPZzpBV0gI/+aqfPzvt8Os7FnbXMe8g56/eAqmjk5B0ckno+G77xBxNDcbHAyIFnqBNhCiUpsxPY35hJGGyLU0RtCCZsiTT6LtppvYcFgJZ/awRLy3tgAr9zvc+bVQIFTQUKCUxsBKYySWZoRGA8PmAXu+AXZ+DqT4RyOJX2eE+gsqi40ZMwbTXbQjfYGlmK/sgpp2A2VbPYqli2tbYLba2YqO6rZknCh0QjIj1PPWXaNis9CRJ0fqvfcg8+WXENWL7ar+Qq4IhJRyrMR/+HgD98pZODHdbRAkOgH/NG841vx1Ht69eiaump2Lly+dinmjeTY5/ZGHkfvF5+o8vsGAcJfWagO1hCqLnJbt2526xrSwDrPcXL91lO4Pjh6awCpae440qOcaLSIj1KoYKsY0aQIhYoyi4d3RfmRWfyEDIX8rjVVWs60xnOuTPImlhT6ITlC0shMeQiv2VaitjbJjrOcHUWqL9wRpiSKPPTYgdFhqIFTZNCCmSQcKJIr+ZjvPZpwz1bPBqICOFccMS8S9vxujBkEECYEHmsC/M+j7qS1ruzrRC7PGiqf/rXq3BaXyk7jEM2StMSaNn49W7W9fHksJ55+rpGy+iIxqBeoauBifMfJUwBAMVO4ByrlJZn8jAyE/gkY2WOp4gBM05TQgfQrqg0LdiqVFx5g4QR0/igt8f9pVPijNFPuatL/fj7QH/4GIWYOnVNBTkSSdRFs0pVdJ//PttjK0mm3IS4rA5MzY/n45fqcnEsaK7gKh+CsuR8Ts2eoYHKbvU2YUSjovjxG/uimPzUybiSB9EI4bfRrsofwcZC3XBEKhMcDQE/wqK+TXGqFAg01Ep8W2zg7DmLnA9N+j7oPjgNZqNxkhvoKhAyBx/MhkdqKizh5KgxMpUizdbUKGDWMXCSfIoEdWfDjLCB2sbERqTGAL8Umft6u0nnXYUTlqf3kj9pTVM/8uKlGbrDa2DTboMTwlEsOToxAW7LzujAwJYu8plbW1be1dYfH6QjUbFAiZya5CLfTCL8w1ECINUMZzz6Lo+hvQtHJlu1KaxDMkx3hp+UEs21vBxPrazy8FQmsuWoMgQxD2pLwN2+FCGCpqncdsjF4I7P0OOPAzcPxd6G9kIORH7fNqx1iYFbqEHBYT1bfVs9tcAyHRvZObyA2u6IA8LTsOaw5Vqw7BMiMk8SWUfaTPHV1E58hgg8p+RTUtTFBMwZ/RoINRr2cWFc1tVlQ1mbB4XSG+2VbKPHq8YlvHd5PI+dypmfj9rJwuWROsOViFDYdrWLB19pTOy2KBSJAimNZHR8MQ3b7zVgRDNe+84zRmR9IxM/PiWTdpRYMJmwpr2axLLRQEESGpqWg5XIjYeqvzmI1MZXxK2VbAagaUx/cXMhDyI2dpYaYYFGYD4nLQYmmBxWZxK5YWGiGRESKoVZYCIUFyHw9clQxuchIGhmCavI6W7S1Hk8nKuigp45IRF46QID3L0tCMPvobCmua2YG8prmNBRNhwQamr2sweTdzjXQSrRYrmkwWFiSOSo1GYmQwgo16FkTRlkwLKUv7/+3dCXRTdb4H8F/2pkvSvU1aWgqKZRPZRFAWlwEXRMWFcUZFkVFURMbxDXjmOegs6pt5wzjz3PAdRdQZ5c1RPKPwxGUE8SGCgAoIBWxpK3ShhabpkrRJ7ju//01C05ZSlPbem/v9nJOTpVnu7T83+eX3//3//2+PNlGwQ+TEZVYNrW10pMEnskgv/V+ZOHHAxYa6HHTLBQU0a1Se2K7uPP2xPMfajePy+31xZa2IDKHvnA3qvC5hxp139uNWaZ/NbKKLi7Ppna+O0Pt7qrsEQhHWXBe18tIc3k7LbKQPkrvIfB55GL2r67qQ/QmBkIoEKuQPNnNiiMg5gBp9ciGayWCiRPOJX4r8wVsdrgOKDGtmlw3Lod+vk4vPEixGMXcIwJlSFA66+2suIQ5iOIDggIani+BAxmm3igxKx04gji84g1NxrIVe21JOm7/tWsB5Oiwmg5iDiwOXQCgkRmfyZQ5I+LVH5jnprimDaLj7h/9Iag+GxDDkFz8to00H6sTEqGzXYQ8teXMX/eG9EvrVVUPputEnJgNkOyuOi/tz4LRg6uAfvB3ximv8eIHVlEsvVXpT4s6M4TkiEFq/p5qWXlHcbdesmScG5rjHK1G9r57OprPlP/AgIPcYotKPiQ5vRyAEJ7RXyH3Z5lS7SBVGusW4ULrjm4xn9WRpiRbRJRbBv0oHZyXRt0ebxS9E1AxAn8wldAYCIe6C4in6jze307GWNmryBailLUBVHh/tPuyh3Uca6UCNNxoYnG4gc/W5bnKn2kVmpsbrE91dwVBIXOcaOj5WeIZcDnjSEq0i4OHt4RExvJ4S368/8OtMOydbnBpa2sgfkGuLuOvttc/LqfJYKz34P1/Rq1vKxXby/ynLYYtm5ThAwpInJ2cbNIiGfL7ltCZihN7h9yxnPQ/Vt4ih9JwR7UwsFSUCoU5D6Fne2BOB0Lh5pCSkDNRUI3REng/EkiWnDxv93dcHVXk42Ujig74zzgp9u7FUdAcAnEmREYqceeFMRiRY4O6f8mPNooamttFHX33noQM1TZRkM4nAgu8rAp7mNtENFTnnTMuppCZaRADAmQ8OEjhYaG7relzy6/DxcF6+k+6aOpjyujk21K7jj5q7pw6meRcV0X9vKqW/fHiAdlZ0XeSSe9HumYZs0KkgCOobyTYzTT4rkz7aV0vrd9d0GwhFpiPI8EryemOdAyF2WF7GREkIhFRUIxSorY1JJ3raPN0GQjyLLHM5u37Y3zKhkD49UEc3jYudVRXgh8p1JIguVx6uzRmWgRmJ9OaOw/Tbd7+JFuifLl4QlDObKQkW0fXENTbD3E4a4XbQiDwnuZz6zWxyoHnvtLNEduujvTVidFqSzUzVHp+Y4XtsQRoNCq8GDqCEGSNy5UBoTzU9cFm426vbrjGiA+FSj6i88LIlPJeQ30tkO7G+YX9DIKS05jqi6l1Eg6ZR+zE5A2TJK4zJCKV0eoNUNUQyQl0LJDlNvnbR5H7YcNAbHiLLBdNc/Msjp7gLKzKPiCPBTE7uqrVbabjbIYp9I4XJnD5P58xOklVkbjjDEzk/WSEwxB7Tt1/YdeFfAKVdNjRHZCa/qWoU89d1Ltq35MqTK6Y2ER3rOKkiS8klcuQTNX4nL8ZapNz3FgIhJTVUEr10uXgjSDeuokA402MeKM/IebKh81xHcbKMEEBf4lGKHAg9v1GuZ+Mg5+eXDaGfTS4icz/V1QCAOqQnWUVWkufR4mCocyDE6zZKZhMZA0HyHZVnQO+SFeJAiOuEFAyE8MmlFG810Suz5DcBj3zZ+DxJAblmwjxopDiPFktbY7vnjvSQEQLo64nUWGayTaxX9f7iKaJOBUEQgD4V58o9FvuqvN3WZ4Uy5BnPQ9WdMkIxdULbSUnICCmh5RjRK9cSHSuVU4PeKmrfz+uaZZPJGiRjzpDYYulOcwghIwRKuXl8gZjFnIvxEfwAwFCXg979ukrMrN4dY04WUU09GcLraKqxYBoZISVWn/c1yMVhyblEt79DVHwlBVrlWgkzD8xJTD9p1xhPZ87FkowLSQH6u06IR2chCAKAmIxQddeMELPluMS5td4rltmI4R7NaSMi/tHfepyUgkBIidXneVbNef9LNPef8uXx86m9JRwIcXATHiXT3agxLj5tC4bEXfS+3hMAACirOLwSPdcJ8QCJzhLd8gjmtMYQefzyd1qULZno/u1ES8qJ7N3PTt0fEAgpJbWAKEsuiqaiqdQuyavHWzJO1AN5OWvUqWssModQVrKt3yZ9AwAA6I7bmSBmXOfJT3km+M6sLld0CH1Ni7yMVAxOBig84SW+SdXAYCA/DRIXbUNH0HHfcTracrTbYmlem4i5NDhhHAAAxBeDwUBDw5Mp7qtuJH8gSG9srRDr+HWcVJGX2fi2QR5tqjYollYJ32E56Gmeei1d849LqT10YoK67jJCHIUDAAAordiVQlsPHRMjx/i04pNSuua8evrLj0eTOVueS4gXXv0KgRCcTOD4cQpUyXMslGaFqL30RBDEi626kuTUIsOIMQAAUJPicEbos9J6USvENpQcFYslRyZVFLNLH9tPaoSMkAr498orxlsKCuioUV5McaJrIi0cvZDSE9KpudVCH+05TLNGuTGHEAAAqC4jxL7+7kQxNC+7w+sOjnFnkWQwkDkkUc3hA6RGCIRUsOiqLxwIJQwdSkdb5Umn3MluOjfrXHF54d93iHkaeKFKZIQAAEBNzsmJXQYqx2GjmkY/bdx/lMYWppEpI51CdfXkrz5CrYFWspvVVeOKYmklhs934tu7LxoI1bfKC9Nl2uUZfNneKrl+6PWtFdF1xlyYVRoAAFQgyWamwoxEcXlITrJYdod9sl/+YW/Nlcs70rwhKvWUktogEFKBExmhYjFarGMgFAxJVHlMDn721zRFV553Y50xAABQiYvCy+88+KNzaNo52eLyV9810PHmNjKH64QyGokOHj9IaoOuMYWFWlupraxMXLYNHUp1X8ireWfZs6KjxHgCxY7MRgNlpdgU2FoAAICuHpk5jO6eMpgKwpkh7i4rqfHSpoN1dH6OPIQ+Q6VD6JERUpi/pITXzSBTZiZZsrOprkUOhDIT5ei6vL5FnFs7TJ7IK/yajPLs0wAAAEpLsJiiQRCbek5WtHvMnNNh5FiD+gqmEQgprGOhtCRJVNdaF9M1dqheHkV24VkZ0T5YrDEGAABqNnWIHAhtOsCBUHY0EEJGCHoslOaZpNtCbTGBUCQjNDAziW4+v0BcPrtThT4AAICajClIEz0XPHqsMTk92jVW1VxFTW1dl+JQEmqEFOYvlftLbUOGRLNBKdYUspnkGqDycEZoYEYS3XJBIeWn2WnioAwFtxgAAKBndquJhrpSaPfhRtobtBP/jM/wGogkib71fEujskaRWqBrTGHBhgZxbs7MiAZCkULpjhkh7nvl6HrmuW7KSEahNAAAqNt5A1LF+fZmkzi3tUuU6Fdf9xgCIYWFPPIcQSaHIzqZYqRbjGuGDnXICAEAAGjF6AFp4nx7dSuZnM7ommNHmo6QmiAQ6gbPKj1s2DAaP358nzdA0OuVG8Lh6DKZYq3XT772kMgE5WG1eQAA0JDRBXJGaPdhD5kiI8caJappqSE1QSCk4MzSobY2kny+Exmh8GSKka6xQ3VyNoiDIKsZTQUAANpRlJlETruF/IEQ+VLlH/jpTUQ1zQiEICzUKHeLkcFAxuRkqvPFDp0vPybXB0WGzQMAAGiFwWCI1gnVJTiis0vXttSSmiDNoKBgOBAypqSQwWjsZjJF1AcBAID2u8fKjcnRIfToGoOooMcT7RZjXSdTREYIAAC0a3SBXDC9N5gQnVSxqb2JmtvlH/pqgIyQgkLRQml5gsTIqLFIjVAkI1SIEWMAAKBB5+XLGaGSgF2cZzbJy0OpKSuEQEhBwejQeSf5g34xs3QkI8RD58vrwrNKo0YIAAA0yJlooQlF6VRnPzF8nqmpTgiBkIKC3nAglJISHTpvNVrJYXXQseY28voDXEdNA9JRLA0AANr015tHkyU8fD6xNUS2NklVI8cQCKlg1JjRGTuZIlfaR0aMuRwJYlVfAAAALcpxJNAzd02hVrMtWieEjBAIwUZvtGusc6E06oMAACBeFLsc0axQepNEWytLSS2QEVJQsDEyaizlxND5yIixcH0Q5hACAIB44Chwi/P0RqIt5WW0vfw4BUOS0puF1efVsM4YL69R2yoXjiEjBAAA8ciS6xLnWY1EQWMDXf/cZkqymmjUgFR67qdjRWG1EnSREbruuusoLS2NbrjhBlKT6DpjKSlU1VQlLruSXTFzCGHEGAAAxANLXp44z26QKMHupWSbmZrbgrS3qpEcdrNi26XcK/ejRYsW0bx582jVqlWkxq6xn68tpdarvhOX3Uly6rAiurwGVp0HAADtsw7IF+fZHqJ2aqQv/v1iOlTvo6oGnxgkpBRdZIQuvvhiSkmRJy1Uk1C4WLoqZKYKTzgQSnaTp7VdDJ9nqBECAIB4YMkPB0IN8vVj/joqznXQxcXZim6X4oHQJ598QldffTW53W4REb799ttd7vPss89SUVERJSQk0NixY2nTpk0UT2uNNVls5A3WRwOhinC3WFaKjZJsukjaAQCATgKhDK9ExpB61hxT/Fu2ubmZRo0aRXfccQddf/31Xf6+evVqWrx4sQiGLrzwQlqxYgVdccUV9M0331BBQYG4DwdHfr+/y2Pff/99EWD1Fj9Hx+dpjKwO3wekUCi6xEazPcD5IbIYLaJY+vP6anF7ISZSBACAOGHOyiKD1UqmtjaxCj0CoTAOavh0MsuXL6c777yT5s+fL64/9dRTtH79enruuefoiSeeELdt3779jDQSP99jjz1G/SHU1EQkycMGW5J8ZOV0oT2XjAYj5hACAIC4YzAayeJ2U9uhQ6JgWi2zSyveNdaTtrY2EeRMnz495na+vnnz5jP+eg8//DB5PJ7oqbKykvq6W8xnslAwQb6caIxddR4jxgAAIC7rhDzqmV1a8a6xntTV1VEwGKSc8GyUEXy9ulruPuqNGTNm0I4dO0Q3XH5+Pq1Zs4bGjx/f5X42m02c+nN5jWaLnYwWuXIs1J4mziM1QoWZGDEGAADxw5IvD6HPaZCourn33+O6DYQiOg+r45XZT2eoHXelnY5nnnlGnDgI6/tCaTuZrXIg5G2SR7Ydqm8W58gIAQBAPLF2GDm2VyXF0qruGsvMzCSTydQl+1NbW9slS3Qm3XfffaIYe9u2bf0SCKU55cCnuj6BvL52qvXKBduF6cgIAQBA/LDkDxDnXCNU1SxPJKw0VQdCVqtVjAj74IMPYm7n65MmTSItC3UIhIyW4+Kyr9VJ/7m+RFxOTbQoNt04AABAX9cIHW05Su2hdiK9d401NTXRwYMHo9fLysroyy+/pPT0dDE8/sEHH6Rbb72Vxo0bRxMnTqQXXniBKioqaMGCBX22Tf3TNeaNBkLewKFojdCqz8rF5Vmjej/sHwAAQAus4Rqh1GYiS3tIFEznJcu36TYQ+uKLL8TMzxEc+LC5c+fSyy+/THPmzKH6+nr6zW9+Q1VVVTRixAhat24dFRYW9mnXGJ94HiGn09mny2s020wUlNrJQEaSAg6ymAy05PJimndhUZ+8LgAAgFKMTicZk5PFFDJZHhLrbOo+EJo2bZoofu7JvffeK07xpL0hHAglyNezE3Po1ouH0JUjXTTc3TfBFwAAgJIMBoPoHvPv2yfqhOr2f01+r5NsZ5+t2DapukZIKdwtNmzYsG6H2J8pLcfkkWK+xJA4z09x07/NKEYQBAAAuhhCf8nXEuUt/itV3nsfBRvCC5ApAIGQQqPGfOFAKOiQAyGlU4MAAAD9wZonF0xPKJHI3OInc2YmSQFeakoZCIQU0u6RR421pciN70pyKbUpAAAA/cZSIA+hZ19PdlPhqpdFMKQUBEIKkbzhJTaSfOIcGSEAANADx+WXU9u08fRfM430xkyHWIhVSQiEFKoRMvCiqzybdKI8mWJOYt9NEAkAAKAW5owMcvzHY7RppJGONB055YCpvoZASKEaIUurHAA12OSAKDsxu89eCwAAQE1yk3LFeUughbzt8rx6SkEgpICQz0fmoDyb5jGrHBBlJyEQAgAAfbCb7ZRmkxca57mElIRASCGvj7uOXh86iXxWogRTAqVY5AVXAQAA9JQVqlZ4FXoEQgrUCIUsVnptwIX0t/NGk2QwUFZilphkCgAAQC9c4dHSSi++ikBIgRohry9AxbkOcqa0iuuoDwIAAL1xJSMQ0q20JCute2AyPTBDrgvKtqM+CAAA9MWFjBAcbTkq/gnICAEAgN7kokYIaltrxT+Ba4QAAAD0xIWMENS2yIEQMkIAAKDXQKi2pZYCIeXWGjMr9soqHzXGp2Aw2Kevg64xAADQqwx7Bj1+0eOKr7VpkJSe21rFGhsbyel0ksfjIYfDcUafm//tE/4+gVoDrbTuunU0wHFiEToAAADon+9vDJ9XCE8pzkEQQ40QAACAMhAIKSTSLeawOijBnKDUZgAAAOgaAiGFoFAaAABAeQiEFIJACAAAQHkIhBRytFXuGsuyYw4hAAAApSAQUmDRVVbTXCPOMYcQAACAchAIKbDoaseMEAIhAAAA5SAQUnjUGIbOAwAAKAeBkEJqWuSusZzEHKU2AQAAQPcQCCkgJIWorrVOXEaxNAAAgHIQCCmg0d9ITpuTTAaTWGsFAAAAlIFFVxWQmpBKG+dspPZgO5mNaAIAAAClICOkIIvJouTLAwAA6B4CIQAAANAtBEIAAACgWwiEFJpZGgAAAJRnkCRJUnoj1KqxsZGcTid5PB5yOBxKbw4AAACc4e9vZIQAAABAtxAIAQAAgG4hEAIAAADdQiAEAAAAuoVACAAAAHQLgRAAAADoFgIhAAAA0C0EQgAAAKBbCIQAAABAt8xKb4CaRSbd5hkqAQAAQBsi39u9WTwDgVAPvF6vOB8wYMCZahsAAADox+9xXmqjJ1hrrAehUIiOHDlCKSkpZDAYzni0ygFWZWVl3K5jFu/7GO/7x7CP2oc2jA/x3o6NZ3j/OBPEQZDb7SajsecqIGSEesD/vPz8fOpL3ODx+KbW0z7G+/4x7KP2oQ3jQ7y3o+MM7t+pMkERKJYGAAAA3UIgBAAAALqFQEghNpuNli1bJs7jVbzvY7zvH8M+ah/aMD7EezvaFNw/FEsDAACAbiEjBAAAALqFQAgAAAB0C4EQAAAA6BYCIQAAANAtBEIKePbZZ6moqIgSEhJo7NixtGnTJtKqJ554gsaPHy9m387OzqZrr72WSkpKYu5z++23i5m5O54uuOAC0oJHH320y7bn5ubGzF7K9+HZS+12O02bNo327NlDWjJw4MAu+8in++67T7Pt98knn9DVV18t2oW39+233475e2/aze/30/3330+ZmZmUlJREs2bNou+++460sI/t7e20ZMkSGjlypNh2vs9tt90mZsrviPe7c9v++Mc/Ji20YW/el1puQ9bdccmnP/7xj5powyd68f2ghmMRgVA/W716NS1evJh+9atf0c6dO2ny5Ml0xRVXUEVFBWnRxo0bxRfmli1b6IMPPqBAIEDTp0+n5ubmmPtdfvnlVFVVFT2tW7eOtGL48OEx275r167o3/7whz/Q8uXL6emnn6Zt27aJIOlHP/pRdJ06LeDt7rh/3I7sxhtv1Gz78ftv1KhRol2605t24+N0zZo19MYbb9Cnn35KTU1NNHPmTAoGg6T2fWxpaaEdO3bQI488Is7feust2r9/v/gC6exnP/tZTNuuWLGCtNCGvXlfarkNWcd949NLL70kAp3rr79eE224sRffD6o4FiXoV+eff760YMGCmNuKi4ulpUuXxkVL1NbW8lK/0saNG6O3zZ07V7rmmmskLVq2bJk0atSobv8WCoWk3Nxc6cknn4ze5vP5JKfTKT3//POSVj3wwAPS4MGDxf5pvf0Yvx/XrFlzWu3W0NAgWSwW6Y033oje5/Dhw5LRaJTee+89Se372J2tW7eK+5WXl0dvmzp1qmhvtetu/071vozHNuT9veSSS2Ju00obdvf9oJZjERmhftTW1kbbt28XEXFHfH3z5s0UDzwejzhPT0+PuX3Dhg0iNTpkyBDx66W2tpa04sCBAyJty92ZnHIuLS0Vt5eVlVF1dXVMe/JkYFOnTtVse/J79LXXXqN58+bFLDSs5fbrrDftxscpdy91vA+/B0aMGKHZtuVjk9s0NTU15va//e1vosuBM58PPfSQprKZPb0v460Na2pqaO3atXTnnXd2+ZtW2tDT6ftBLcciFl3tR3V1dSKVl5OTE3M7X+c3g9bxj5oHH3yQLrroIvEmjeCuP+5mKSwsFG98Ttdfcskl4g2u9llSJ0yYQK+88or4oOUPot/97nc0adIk0YcdabPu2rO8vJy0iGsUGhoaRP1FPLRfd3rTbnwfq9VKaWlpcXGs+nw+Wrp0Kf3kJz+JWdDypz/9qQjwuTti9+7d9PDDD9NXX30V7R5Vs1O9L+OtDVetWiVqbWbPnh1zu1baUOrm+0EtxyICIQV0/KUdeYN0vk2LFi5cSF9//bXow+1ozpw50ct8AIwbN058ePGvm84HtRo/bCO48HTixIk0ePBg8aEUKcyMp/Z88cUXxT7zL654aL+efJ9202Lb8q9pzmSGQiExUKMjzqJ0bNuzzz5btC/XFY0ZM4bU7Pu+L7XYhozrgzjo4UE2WmzDhSf5flDDsYiusX7EqUuTydQliuV0bueIWGu4ov+f//wnffzxx5Sfn9/jfV0ul/jA4i4nreERCxwQ8bZHRo/FS3vyL7APP/yQ5s+fH7ftx3rTbnwf7iY8fvz4Se+jlSDopptuEhkTzhB0zAZ1h784LRaLJtu28/syXtqQ8chiHm11qmNTrW14/0m+H9RyLCIQ6kec3uPh8p1Tlnydu1u0iKNyjvR5VMq//vUvkaI9lfr6eqqsrBQfXFrDwzj37t0rtj2Sju7YnnzA8kgJLbbnypUrRb3FVVddFbftx3rTbnyc8pdJx/vwaBzuetBK20aCIP5C5AA3IyPjlI/hLl9+nBbbtvP7Mh7asGOmlveHR5hpqQ2lU3w/qOZYPCMl19BrXPnOFfAvvvii9M0330iLFy+WkpKSpEOHDmnyv3jPPfeICv8NGzZIVVVV0VNLS4v4u9frlX7xi19ImzdvlsrKyqSPP/5YmjhxopSXlyc1NjZKasfbzvtWWloqbdmyRZo5c6aUkpISbS8e7cD7/9Zbb0m7du2Sbr75Zsnlcmli3zoKBoNSQUGBtGTJkpjbtdp+vN07d+4UJ/6YW758ubgcGTHVm3bj0Z35+fnShx9+KO3YsUOM1uERhIFAQFL7Pra3t0uzZs0S2//ll1/GHJt+v188/uDBg9Jjjz0mbdu2TbTt2rVrxQjW0aNHq2Ife9q/3r4vtdyGER6PR0pMTJSee+65Lo9Xexvec4rvB7UciwiEFPDMM89IhYWFktVqlcaMGRMz1Fxr+ODt7rRy5Urxd37DT58+XcrKyhIBIH/Z8rDXiooKSQvmzJkjDkredrfbLc2ePVvas2dP9O88/JOH2PMQUJvNJk2ZMkUczFqzfv160W4lJSUxt2u1/fiLsbv3JW97b9uttbVVWrhwoZSeni7Z7XYRBKtpv3vaR/5SPNmxyY9jvC+837x//FnEUyYsWrRIqq+vl9S+f719X2q5DSNWrFghtp2HkXem9jakU3w/qOVYNIQ3FgAAAEB3UCMEAAAAuoVACAAAAHQLgRAAAADoFgIhAAAA0C0EQgAAAKBbCIQAAABAtxAIAQAAgG4hEAIAAADdQiAEAHFj2rRptHjx4uj1gQMH0lNPPdXvrwsA2oFACABUw2Aw9Hi6/fbb+3V7NmzYEPP6drudhg8fTi+88ELM/XhRyd/+9rf9um0AcGaYz9DzAAD8YLyqdMTq1avp17/+NZWUlERv40BECbwNDoeDWltb6Z133qF77rmHBg8eTJdeeqn4e3p6uiLbBQA/HDJCAKAaubm50ZPT6RRZmMh1i8VCCxYsoPz8fEpMTKSRI0fS66+/3uvnnjdvHs2cOTPmtkAgIJ77pZde6vGx2dnZ4n5FRUW0aNEi0eW2Y8eOHrvkHn/8cfGaKSkpVFBQ0CWLBADqgEAIADTB5/PR2LFj6d1336Xdu3fTXXfdRbfeeit9/vnnvXr8/Pnz6b333ovJOq1bt46ampropptu6tVz8BrV/ByVlZU0YcKEHu/7pz/9icaNG0c7d+6ke++9V2SR9u3b16vXAYD+g0AIADQhLy+PHnroITrvvPNo0KBBdP/999OMGTPoH//4R68eP2nSJDrnnHPo1Vdfjd62cuVKuvHGGyk5ObnHx3IWiu9jtVrpqquuomXLltGUKVN6fMyVV14pAqCzzjqLlixZQpmZmaLmCADUBTVCAKAJwWCQnnzySVE7dPjwYfL7/eKUlJTU6+fgrBB3Uf3yl7+k2tpaWrt2LX300UenfNymTZtEFxe/3tatW2nhwoWiLoizPCdz7rnnRi9Huvj4NQFAXRAIAYAmcFfTn//8ZzEcnuuDOADiupy2trZeP8dtt91GS5cupc8++0ycuJZn8uTJp3wc1walpqaKyzxqjLvjfv/73/cYCHFNU0ccDIVCoV5vKwD0DwRCAKAJnJW55ppr6JZbbhHXOag4cOAADR06tNfPkZGRQddee63oEuNA6I477vhe22IymcQIMgDQPgRCAKAJXGvz5ptv0ubNmyktLY2WL19O1dXVpxUIRbrHePQYd7XNnTu3V4/hLi0u1o50jXGd0Q033PA99wQA1ASBEABowiOPPEJlZWWiQJqHz/OoMc7ueDye03qeyy67jFwul+jicrvdvXoMF1kzs9lMAwYMoLvvvpseffTR77UfAKAuBonHgwIA6ERLS4sIgHjuoNmzZyu9OQCgMGSEAEAXuKaIu9K46Jona5w1a5bSmwQAKoBACAB0oaKiQoz+4jmBXn75ZdHNBQCArjEAAADQLcwsDQAAALqFQAgAAAB0C4EQAAAA6BYCIQAAANAtBEIAAACgWwiEAAAAQLcQCAEAAIBuIRACAAAA0qv/B/PHMal0Fa9UAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tally_result = simulation_symm.get_tally_results(quantities=['mean', 'rel_err'])\n", "\n", "plt.semilogy(1 / (tally_result['flux']['rel_err']**2 * tally_result['runtime']))\n", "plt.xlabel(\"Tally Bin\")\n", "_ = plt.ylabel(\"Figure of Merit\")" ] }, { "cell_type": "markdown", "id": "6299cf5e", "metadata": {}, "source": [ "We then directly setup a linear blanket simulation using 10 elements in all blanket layers.\n", "The setup is very similar to the linear setup before, so we just use the already available functions of `mcbb` to generate the multi-group operator.\n", "\n", "Then we run the FW-CADIS calculation to generate the importance map, which we interpolate (to have a smaller number of weight-window mesh elements) then convert to weight windows to show." ] }, { "cell_type": "code", "execution_count": 4, "id": "ed097512", "metadata": { "execution": { "iopub.execute_input": "2026-07-30T11:33:35.317596Z", "iopub.status.busy": "2026-07-30T11:33:35.317398Z", "iopub.status.idle": "2026-07-30T11:33:43.065507Z", "shell.execute_reply": "2026-07-30T11:33:43.064798Z" } }, "outputs": [], "source": [ "from mcbb.sn.base_sn import setup_linear_symm_mgop\n", "from jax_sn.solvers.right_hand_side import IsotropicSourceSingleGroup\n", "from mcbb.openmc_base_functions import _importance_map_to_weight_windows\n", "import lineax as lx\n", "from jax_sn.variance_reduction import fw_cadis_scalar_flux\n", "degree = 3\n", "tn_order = 3\n", "\n", "\n", "\n", "mgop, source_basis, solution_domain = setup_linear_symm_mgop(hcpb_blanket, openmc_data[0], [10 for i in range(8)], degree, tn_order, multi_group_strategy = DefaultMultiGroupStrategy.default_multi_group_strategy())\n", "\n", "rhs = IsotropicSourceSingleGroup.from_operator(mgop, source_basis)\n", "\n", "solver = lx.BiCGStab(1e-10, 1e-10, max_steps = 200)\n", "importance_map_solution = fw_cadis_scalar_flux(mgop, rhs, solver)\n", "\n" ] }, { "cell_type": "code", "execution_count": 5, "id": "5fd29041", "metadata": { "execution": { "iopub.execute_input": "2026-07-30T11:33:43.067902Z", "iopub.status.busy": "2026-07-30T11:33:43.067685Z", "iopub.status.idle": "2026-07-30T11:33:44.684095Z", "shell.execute_reply": "2026-07-30T11:33:44.683323Z" } }, "outputs": [ { "data": { "text/html": [ "
\n", "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from jax_sn.tools.plotly import plot_domain\n", "\n", "\n", "plot_domain(mgop.data.domain, material_names = list(hcpb_blanket.layer_names[::-1]) + list(hcpb_blanket.layer_names[1:]), show_element_boundaries = False)" ] }, { "cell_type": "markdown", "id": "85df6053", "metadata": {}, "source": [ "After obtaining the importance map, we will interpolate it to define it on the mesh we will use later (simple linear spacing):\n" ] }, { "cell_type": "code", "execution_count": 6, "id": "91d3ae03", "metadata": { "execution": { "iopub.execute_input": "2026-07-30T11:33:44.685933Z", "iopub.status.busy": "2026-07-30T11:33:44.685676Z", "iopub.status.idle": "2026-07-30T11:33:47.637638Z", "shell.execute_reply": "2026-07-30T11:33:47.636830Z" } }, "outputs": [], "source": [ "plasma_thickness = hcpb_blanket.layers[0].thickness\n", "s_sample = jnp.linspace(plasma_thickness, hcpb_blanket.average_thickness, 20)\n", "blanket_start = sum(hcpb_blanket.average_thicknesses[1:]) # just use the right side of the blanket.\n", "importance_map = solution_domain.interpolate(blanket_start +s_sample[:, None], importance_map_solution[:, 0 , ...]) " ] }, { "cell_type": "markdown", "id": "47f41169", "metadata": {}, "source": [ "We will now show the weight windows of this importance map by plotting it:" ] }, { "cell_type": "code", "execution_count": 7, "id": "e37e5d81", "metadata": { "execution": { "iopub.execute_input": "2026-07-30T11:33:47.639512Z", "iopub.status.busy": "2026-07-30T11:33:47.639347Z", "iopub.status.idle": "2026-07-30T11:33:48.366642Z", "shell.execute_reply": "2026-07-30T11:33:48.365874Z" } }, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Weight Window Bounds')" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Just for plotting; we build the weight windows directly from this importance map below.\n", "ww_up, ww_down = _importance_map_to_weight_windows(importance_map, ww_lower_upper_ratio = 3)\n", "colors = ['r','g','b','c']\n", "d = s_sample - plasma_thickness # distance beyond the LCFS (start of the solid blanket)\n", "energy_groups = ['$1 MeV < E < 14.1 MeV$', '$300 keV < E < 1 MeV$', '$10 keV < E < 300 keV$', '$E < 10 keV$']\n", "for i in range(ww_up.shape[0]):\n", " plt.plot(d, ww_up[i, :], color=colors[i], label=energy_groups[i])\n", " plt.plot(d, ww_down[i, :], color=colors[i], linestyle='-')\n", " plt.fill_between(d, ww_up[i, :], ww_down[i, :], color=colors[i], alpha=0.3)\n", "plt.yscale('log')\n", "plt.legend()\n", "plt.xlim(0.00, hcpb_blanket.average_thickness - plasma_thickness)\n", "plt.xlabel(\"Distance beyond LCFS\")\n", "plt.ylabel(\"Weight Window Bounds\")" ] }, { "cell_type": "markdown", "id": "4abd4755", "metadata": {}, "source": [ "Now we create weight windows from it. We mirror it to the other side of the symmetric blanket, put into a rectilinear mesh and create a weight window object for OpenMC.\n", "We use the convenience function `importance_map_to_weight_window` to handle the creation of the OpenMC weight window object." ] }, { "cell_type": "code", "execution_count": 8, "id": "63e5362f", "metadata": { "execution": { "iopub.execute_input": "2026-07-30T11:33:48.368185Z", "iopub.status.busy": "2026-07-30T11:33:48.368024Z", "iopub.status.idle": "2026-07-30T11:33:48.976774Z", "shell.execute_reply": "2026-07-30T11:33:48.976019Z" } }, "outputs": [], "source": [ "from mcbb.openmc_base_functions import importance_map_to_weight_window\n", "import openmc\n", "\n", "blanket_start = sum(layer.thickness for layer in hcpb_blanket.layers[1:]) # everything except the plasma\n", "\n", "front_importance = importance_map[:, ::-1] # ascending in x, from x=0 up to x=blanket_start\n", "back_importance = importance_map # ascending in x, from x=blanket_start+plasma_thickness to the back edge\n", "\n", "front_cells = 0.5 * (front_importance[:, :-1] + front_importance[:, 1:])\n", "back_cells = 0.5 * (back_importance[:, :-1] + back_importance[:, 1:])\n", "plasma_cell = jnp.full((importance_map.shape[0], 1), jnp.nan) # no weight window inside the plasma itself\n", "\n", "importance_map_elem = jnp.concatenate([front_cells, plasma_cell, back_cells], axis=1)\n", "\n", "positions_front = blanket_start - d[::-1] # ascending, [0, blanket_start]\n", "positions_back = blanket_start + plasma_thickness + d # ascending, [blanket_start + plasma_thickness, back edge]\n", "mesh_edges = onp.concatenate([positions_front, positions_back]) # meters, aligned with the geometry's own x=0 origin\n", "\n", "mesh = openmc.RectilinearMesh()\n", "mesh.x_grid = mesh_edges * 1e2 # m -> cm\n", "mesh.y_grid = [simulation_symm.geometry.bounding_box[0][1], simulation_symm.geometry.bounding_box[1][1]]\n", "mesh.z_grid = [simulation_symm.geometry.bounding_box[0][2], simulation_symm.geometry.bounding_box[1][2]]\n", "\n", "weight_windows = importance_map_to_weight_window(importance_map_elem, groups_list, mesh, ww_lower_upper_ratio=3, max_split=2000)" ] }, { "cell_type": "markdown", "id": "44b1a84b", "metadata": {}, "source": [ "We generate the same simulation but with a weight window and run it. It will take slightly longer due to the weight windows splitting particles." ] }, { "cell_type": "code", "execution_count": 9, "id": "73a54a75", "metadata": { "execution": { "iopub.execute_input": "2026-07-30T11:33:48.978600Z", "iopub.status.busy": "2026-07-30T11:33:48.978431Z", "iopub.status.idle": "2026-07-30T11:33:48.983035Z", "shell.execute_reply": "2026-07-30T11:33:48.982331Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cached at statepoint file: statepoint.10_ww.h5\n" ] }, { "data": { "text/plain": [ "'statepoint.10_ww.h5'" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sim_2 = simulation_symm.with_weight_windows(weight_windows)\n", "\n", "sim_2.run(statepoint_file = \"statepoint.10_ww.h5\")\n", "\n" ] }, { "cell_type": "markdown", "id": "ef71e683", "metadata": {}, "source": [ "We can now compare both figures of merit, showing $O(10^2)$ increase with weight windows in the edge!" ] }, { "cell_type": "code", "execution_count": 10, "id": "61b7ddf4", "metadata": { "execution": { "iopub.execute_input": "2026-07-30T11:33:48.985241Z", "iopub.status.busy": "2026-07-30T11:33:48.985053Z", "iopub.status.idle": "2026-07-30T11:33:49.500885Z", "shell.execute_reply": "2026-07-30T11:33:49.500236Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/tbogaarts/miniconda3/envs/jaxsbgeom/lib/python3.12/site-packages/openmc/tallies.py:1859: RuntimeWarning:\n", "\n", "invalid value encountered in divide\n", "\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tally_result_ww = sim_2.get_tally_results(quantities=['mean', 'rel_err'])\n", "fig, axs = plt.subplots(1,2, figsize = (10,5))\n", "\n", "def _set_plot(ax, tally_result, title):\n", " ax.set_title(title)\n", " ax.semilogy(1 / (tally_result['flux']['rel_err']**2 * tally_result['runtime']))\n", " ax.set_ylim(2e-2, 1e4)\n", " ax.set_xlabel(\"Tally Bin\")\n", " ax.set_ylabel(\"Figure of Merit\")\n", "\n", "_set_plot(axs[0], tally_result_ww, \"Weight Windows On\")\n", "_set_plot(axs[1], tally_result, \"Weight Windows Off\")" ] } ], "metadata": { "kernelspec": { "display_name": "jaxsbgeom", "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": "3.12.12" } }, "nbformat": 4, "nbformat_minor": 5 }