{ "cells": [ { "cell_type": "markdown", "id": "df854b3b", "metadata": {}, "source": [ "[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/beykyle/jitr/blob/main/examples/notebooks/alpha_ca_calibration.ipynb)\n", "\n", "Colab runs this notebook with `JITR_QUICK=1` -- fewer data points and live points -- so the posterior is coarser than the one rendered in the [documentation](https://beykyle.github.io/jitr/examples/index.html). Drop that line from the setup cell, on a runtime you can keep alive, to reproduce the full result." ] }, { "cell_type": "code", "execution_count": null, "id": "97365e9e", "metadata": { "tags": [ "remove-cell" ] }, "outputs": [], "source": [ "# Google Colab setup: installs jitr and this notebook's extra dependencies,\n", "# and downloads the data file it reads below.\n", "# Does nothing when the notebook is run anywhere else.\n", "import sys\n", "\n", "if \"google.colab\" in sys.modules:\n", " import os\n", " import subprocess\n", " import urllib.request\n", "\n", " # matplotlib 3.10.0-3.10.1, which Colab preinstalls, mangles an RGBA tuple\n", " # passed as a facecolor to ax.hist -- it breaks the corner plots below\n", " packages = [\"jitr\", \"dynesty\", \"corner\", \"matplotlib>=3.10.3\"]\n", " subprocess.run(\n", " [sys.executable, \"-m\", \"pip\", \"install\", \"-q\", *packages],\n", " check=True,\n", " )\n", " RAW = \"https://raw.githubusercontent.com/beykyle/jitr/main/examples/notebooks/\"\n", " for fname in (\"alpha_ca_ratio_ruth.csv\",):\n", " urllib.request.urlretrieve(RAW + fname, fname)\n", " # keep the nested-sampling run inside a free Colab CPU runtime\n", " os.environ.setdefault(\"JITR_QUICK\", \"1\")" ] }, { "cell_type": "markdown", "id": "0feb351c", "metadata": {}, "source": [ "# Bayesian calibration: $\\alpha$ + $^{40,44,48}$Ca at 29 MeV\n", "\n", "This notebook follows [quickstart](./quickstart.ipynb), which fit a single optical potential to $\\alpha$ + $^{44}$Ca.\n", "\n", "Here, we will go further, performing a full Bayesian calibration of the same optical model potential to $\\alpha$ + $^{40,44,48}$Ca at 29 MeV. Again, we use the [Oeschler, 1972](https://journals.aps.org/prl/abstract/10.1103/PhysRevLett.28.694) ([EXFOR F0567](https://www-nds.iaea.org/exfor/servlet/X4sSearch5?EntryID=150567)), a very interesting paper which notices that the large-angle behavior of the elastic scattering cross section for $\\alpha$-particles strongly depends on the shell structure of the target. Targets which can form a stable, closed shell compound nucleus by absorbing an $\\alpha$ show cross sections we would typically attribute to an absorptive optical potential - strongly decreasing at large angles. On the other hand, closed shell targets showed enhanced elastic cross sections at large angles, consistent with very little absorption.\n", "\n", "We will investigate this trend by inferring posterior distributions of the optical model parameters, given the experimental data from Oeschler, 1972. Based on this, we will be able to make uncertainty quantified statements about this physics trend. Along the way, we will learn the basics of Bayesian calibration of optical potentials using `jitr`.\n", "\n", "Oeschler, 1972 reports no experimental uncertainties, so we will have to infer the errors along with the potential. For this, we will assume a Gaussian model-data defect, and use a simple, two-term covariance which makes few assumptions.\n", "\n", "\n", "As in the quickstart, we will first set up the reaction, solver and potential. Then, we will\n", "- write down our two-parameter error model and put priors on everything\n", "- sample the posterior for each isotope using *nested sampling*\n", "- compare the potentials between isotopes\n", "- check the posterior predictive distribution against the data using *credible interval bands* and *empirical coverage*\n", "\n", "This is the second notebook in a series of three: the [quickstart](./quickstart.ipynb) introduced the reaction and a least-squares fit, this notebook performs the full calibration around a single mode for each isotope, and [`alpha_ca48_ambiguity.ipynb`](./alpha_ca48_ambiguity.ipynb) follows up by mapping the discrete ambiguity in the $^{48}$Ca potential that the prior here deliberately resolves.\n", "\n", "Running the Bayesian model calibration for three isotopes, with wide priors, will take much longer than the single least-squares optimization problem of the quickstart, expect this whole notebook to take $\\sim$ 60 minutes" ] }, { "cell_type": "code", "execution_count": 1, "id": "42d362c3", "metadata": {}, "outputs": [], "source": [ "import os\n", "\n", "# keep every process single-threaded: we will parallelize over likelihood\n", "# evaluations with multiprocessing below, and nested BLAS/numba threads would\n", "# oversubscribe the CPU. Must be set before numpy/jitr are imported.\n", "os.environ.setdefault(\"OMP_NUM_THREADS\", \"1\")\n", "os.environ.setdefault(\"OPENBLAS_NUM_THREADS\", \"1\")\n", "os.environ.setdefault(\"MKL_NUM_THREADS\", \"1\")\n", "os.environ.setdefault(\"NUMBA_NUM_THREADS\", \"1\")\n", "\n", "import numpy as np\n", "import pandas as pd\n", "from matplotlib import pyplot as plt\n", "from scipy import stats\n", "\n", "# JITR_QUICK=1 runs a cut-down version of the notebook (fewer data points and live points) for CI\n", "QUICK = os.environ.get(\"JITR_QUICK\", \"0\") == \"1\"" ] }, { "cell_type": "markdown", "id": "396a22b7", "metadata": {}, "source": [ "## Set up the reaction" ] }, { "cell_type": "code", "execution_count": 2, "id": "9a11aa67", "metadata": {}, "outputs": [], "source": [ "from jitr.reactions.reaction import Reaction\n", "\n", "targets = {\"Ca40\": (40, 20), \"Ca44\": (44, 20), \"Ca48\": (48, 20)}\n", "alpha = (4, 2)\n", "reactions = {\n", " key: Reaction(target=target, projectile=alpha, process=\"El\")\n", " for key, target in targets.items()\n", "}\n", "\n", "# calculate kinematics for a given lab energy\n", "energy_lab = 29\n", "kinematics = {\n", " key: reaction.kinematics(energy_lab) for key, reaction in reactions.items()\n", "}" ] }, { "cell_type": "markdown", "id": "12514900", "metadata": {}, "source": [ "## Read in data\n", "\n", "The data file contains the ratio of the elastic differential cross section to Rutherford for the three targets, digitized from Fig. 1 of Oeschler *et al.*." ] }, { "cell_type": "code", "execution_count": 3, "id": "775d184b", "metadata": {}, "outputs": [], "source": [ "df = pd.read_csv(\"./alpha_ca_ratio_ruth.csv\")\n", "if QUICK:\n", " df = df.iloc[::4]\n", "data = {\n", " key: {\n", " \"x\": group[\"angle_cm_deg\"].to_numpy(),\n", " \"y\": group[\"ratio_to_rutherford\"].to_numpy(),\n", " }\n", " for key, group in df.groupby(\"target\")\n", "}\n", "colors = {\"Ca40\": \"#109618\", \"Ca44\": \"#3366CC\", \"Ca48\": \"#FF9900\"}\n", "isotope_label = {key: rf\"$^{{{A}}}$Ca\" for key, (A, Z) in targets.items()}" ] }, { "cell_type": "code", "execution_count": 4, "id": "0340a098", "metadata": {}, "outputs": [ { "data": { "image/png": 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ne31+q9VKTk4OderU8asXlUQikUgkktAihODUqVMkJSX53IoILiCj6fTp03Ts2JE77riDG264wen1Dz/8kAkTJvDmm2/SrVs3Zs+eTf/+/dm1axcJCQkBnz8nJ4fU1NSAjyORSCQSiSS0ZGZmkpKS4vP7LhijacCAAQwYMMDl6y+//DJjxoxh1KhRALz55pt8+eWXvPvuuzz++OMkJSXpPEvZ2dmaF8qI4uJiiouLtb/V1LDMzEyio6MDvRyJRCKRSCRBprCwkNTUVOrUqePX+y8Yo8kdJSUl/PLLL0ycOFHbZjKZ6NOnD+vWrQMgPT2d33//nezsbGJiYvj666958sknXR5z5syZPP30007bo6OjpdEkkUgkEkkVxt80mr9FIvjRo0exWCwkJibqticmJpKbmwtAWFgYL730EldccQUXX3wxDz30kNvKuYkTJ1JQUKD9y8zMDOk1SCQSiUQiOb/8LTxN3nLddddx3XXXebVvZGQkkZGRIR6RRCKRSCSSqsLfwtMUFxeH2WwmLy9Ptz0vL48GDRqcp1FJJBKJRCKpTvwtjKaIiAg6d+7MqlWrtG1Wq5VVq1bRo0ePgI49d+5c2rRpQ9euXQMdpkQikUgkkirMBROeKyoqYu/evdrfBw4cYMuWLcTGxtKoUSMmTJjA7bffTpcuXUhPT2f27NmcPn1aq6bzl/HjxzN+/HgKCwuJiYkJ9DIkEolEIpFUUS4Yo2nz5s1cccUV2t8TJkwA4Pbbb+e9995j6NCh5OfnM2XKFHJzc7n44ov55ptvnJLDJRKJRCKRSIyQveeChOppKigokJIDEolEIpFUQQJ9Vv8tcpokEolEIpFIAkUaTQEiE8ElEolEIvGN7KIcfsj+ieyinPM9FJ+Q4bkgIcNzEolEIpF4ZuGfi3ng+0ewCismxcTsy19gZOvhlXJuGZ6TSCQSiURSLcguytEMJgCrsPLg949WG4+TNJokEolEIpFUCvsLDmgGk4pFWDhQcPD8DMhHpNEUIDKnSSKRSCQS7/jtyFanbWbFTJOYxpU/GD+QOU1BQuY0SSQSiUTimuyiHDos6urkaXq6+5P8u9M9lTIGmdMkkUgkEomkymMUmgO4JOHiyh+Mn0ijqYqTd6KEzbtOkXei5HwPRSKRSCQSv2ka0wSTojc7qlNoDi6gNioXIst+PMqMRYewCjAp8MzQcK6+6BhEt4ColPM9PIlEIpFIvCY5KonZl7+gkxt45fLnSY5KOt9D8xrpaaqi5J0o0QwmgEGxy+i7uxN8cSW8nwY755/fAUokEolE4gdqKnV1TKmWRlOAhKp6LvNIsWYwJYTnMSltBmalPBYsrPDDWCjKCuo5JRKJRCIJFapGk6DcaEJUK40mkEZTwIwfP54dO3awadOmoB43NSESRbHdWKmRmRUGk4qwQOFen46Zd6KErdt2cnzXt5rBJXOmJBKJRFIZVHeNJpA5TVWWsvCjHEmdQ9zhe8gsTsUiTHrDSTFDdHOvj7fsx6P8/vWrTGxk81gJTGxp+BJPftuS5IhMsktSuXNoOoN7xoXgaiQSiUTyd6dWWC0UFM3TBDIRXBIk9hccoDB2OaejNpNTnMSE0ga8FJ5DmILNYEqfCYV7bDt7SArPO1HCOx9u5LN2FSE+BSsdcybweTswKQKLMDHz60n0aPskifUiQnx1EolEIvk7ofabczSYqlsiuDSaqihqaaYl4hiWiGP8F/i+uBXzLp5Cm/BD1Nn4uC23STFBr7eg1WjjAxVlcXLXVtrV2uYU4jMp9jevlYmNZvB75q0k1msVwiuTSCQSyd8Jx35zACZMLB+SQefETudxZL4jc5qqKGppplkxAxBzvD/hOxby9JIYam2bbDOYwGVSeN6JEg6umYtYnMZF2wYyvelkrEJxe06zYiU1MjMk1yORSCSSvydGuUxWrJwtO3ueRuQ/0tNUhRnZejhXpvbmt8yDPP1qBEIo7pPCy8N036zexvfLv2J6k0laMrlZEViFouVGWTGhIFDsXKVWzMQmt66065NIJBLJhY8aObE3nKpbLpOK9DQFSKgb9iZHJWEubogo9xKpSeFO5G8GoODXefTd3YmZTSfqwm9gC8cdbLOA45d/i2n4IZTL3kaUe7KEYsbUrTxPqiiL7KIcfsj+qVqVgkokEomk6pEclcRT3SZrauDVMZdJRTbsDRKhbNib8edPTJ0dgVJu445I+C/3p/wHxT7appjh+nWIZd1RcO7to+1zy0Fd4vhfRzaTn7uORueOUHfrDBBWrCg8YI1moaiJSTEx+/IXGNl6eFCvSSKRSCR/D9QkcKuwoqAwtfsTldag1xHZsPdvwCWpTTjaaC4CCwB/nrlIbzCBLUSX+6NLg0koZug1T2cwLfxzMe0+uZ5bfnqWOr9N0/KkTAheVgpIwoJVWKud+JhEIpFIqgaOSeACwTMbZlTbZ4o0mqoByVFJTLuhH1ltx5DdbCIb0l7Dit5qsmLiWK10hMNXahEKG5PfQbnloK7Czv5GbkoZZgcjLEyBtoUXlx+jeomPSSQSiaRqcCEIWtojjaZqwsjWw/lq6Hs82f+fvHj1/5hxyKEaTgheX/AN0w5O0nKeBGaKur5B+rWjnbSc7G/k/YRhcQjSWoSJU5n3YS6pj1kxUzOspsxxkkgkEolPqEng9lTXJHCQ1XPVBvuYcK2ijnQs+LfudZMimNRoBoO2ZzBoewaNamby7AN9iU9uang8+2qGHMw8crYNL9TciVmxYhEK/8sbjoKZGiUpXNf+Kvp9OlDrSi1znCQSiUTiDap8zgNrHsFWt22qtkngID1N1QLHmHBxRBapkYecquNUnaUjpYlsLuzCoaJ4w2P9kP0TgE4H6n+mMK77/XP+mzsSBbitwSIy2g/i2/R0Pty9VDu3zHGSSCQSyd8V6WmqBjjGhC0Rx/it/kqnfnQWYSKzOBUAk8nW9Ncee2+V6jHaOmIjBwoO0iSmMds3HaXv7v9pxphZsdJ693QaiPrkYLY7jy0eXV1XChKJRCKpHLRFf3mRkhXbwvvK1N7V8hkiPU0BEmqdJjCOCe+P3UBOh1mIcmPGipmZhydxpDQRkwkm3Zqm6yHn6K1SPUYAPZMvJTkqiasvOuYknKkIK80cxTSBX49sCeYlSiQSieQCRCaCS3SMHz+eHTt2sGnTppCdw7GliioMltrjEZThB2HgakzDDzLm4Sd5c0JLMma0Z3DPON0xvLpxo1uAY1WeUOgYNc1pTNW5ZFQikUgklYNMBJecF9SWKmooDeCH7J9oGtOE5KTeACSCzrtkj7cy9gJHswl+3ZCKuXl9LBHHtG0yRCeRSCQST6iL/ge/fxSLsFRrNXCQRlO1IjkqieSoJMPcJE/VbF5VMBTu0fWiA1tVXkpEFltKkjljZzRV55WCRCKRSCqPK1N783af1wFIb9Cl2hpMIMNz1Q5XuUlBCZVFtzAQxzSRXZrK5MtHO4UHq/ONL5FIJJLQs/DPxXRY1JU7VozlzpV3813mmvM9pICQRlM1w9+kOlcVDDpjKyoF5bK3sJYnl1uEwpzse7nz5nTuSb+ZrSM2knHdxywfkkHj6DSZ0ySRSCQSl4R0kX+ekEZTNcMoqc6EiZphNd2+z2tjq9VoTN1mITBhVgT/TpnD4LjPAFuI70DhQfp9OpDrPr+RDou6svDPxQFfk0QikUguPC60yjmQRlO1w7GSDmxeo36fDnQyYFQhy+yiHO8rGIqyYONjWuNfBSti7Vjys/dfkKsGiUQikYSGC61yDqTRVC0Z2Xo4y4dkoNjVuTkaMGocWfUIfZe5xlC2wCkvqXAPOKwMFCw8+coKFq85fN5XDXknSti86xR5J0oq7ZwSiUQi8R11kW8qNzWqewsVkNVz1ZYzZWcQDpVu9gaMkUdo64iNOgVwwxs3ugUoJp3hZBEmDp9L5dcvwglvE09peL72WmWuGpb9eJQZiw5hFWBSYNKINCc9KolEIpFIQoX0NAVIZSiCG+HO7ekujpwclaQpgBsSlQK93tKUxi3CxIxDkwDoVHszU5rfd16q6PJOlGgGE4BVwIz/HZIeJ4lEIqmieFWAVM2QnqYAGT9+POPHj6ewsJCYmJhKO68nwTBvhCxd0mo0R+tcwZOvrODwuVR6RK8jo/0gzIoVkWXi1h7P80dcD2qG1eRM2Rmyi3JCbjhlHinWDCYVq9W23ZWgp0QikUg8k12Uw/6CAzax5CDO5Z4W8NURaTRVYxxVwtWbMBgKrPHJTbl68D95Z8lGJqXN0HrSKVipt/Ex8rq+wl3rZ/kksOktRj/gtKh8utTZzOFzqRwpTQSMmxJLJBKJxD32c+x3mWucxJKvTO0dFCPK204U1QlFCCE87ybxhOppKigoIDo6+nwPB7D9MNzmL3nB8V3fEvt9f6ft11nr84MI1/42K2a2jtjo/w+sKAsK9/Dxkd+djTHlLNa1YzAhtHDh58evZ/KIxjKnSSKRSHzAvqOEWkxknx+rlP/PSnAWxAv/XOy0gA/WAtsfAn1WS6MpSFRFoykoFGXB4kZg96MSKLSzxJGDWbdrxnUf0zP5Up9PcWLrS9Td8CgKViwCHjnbhv8qCpaIY6QosM10RJNAACgT0KW4FV/esaraunglEomksskuyqHDoq5OITN3BLwgJjgL+GAR6LNaJoJL/CJY2hsfb3mN6PUPa0aRWYEXau6k655Z1DnWl8aiWGcwAYQp0LSsNr9lHvR3+EHFXg9LIpFIqipGOUaeCIasjMcCpGqENJok7incAw7SBgqClzreqVXRmTAxpdskn38Qfx3ZzG/rn8Cs6LebFSuNIrOJz7yXzNJEg354CrUz/83Tr0bywhfrz6ux4qiHJRXSJRJJVaVWWC2dvh/YwnHqItiEyel1E6aAcpAutEWlNJok7lF1m+wQmOjXfhxTuk3SYt9Pb5jum8Gwcz4NlnVjmqkQxwCxRZjILE5FwczQVjPK++HZxiAEmBXBe61GcV3sMj7IMNHp3asrzVixnwDcKaRfaBOFRCKp3iz8czH9Ph2oy18yK2Ze7f0i20ZsIuO6j9k2chOv9n5RZzgJhN9Ndi/ERaXMaQoSF2xOE8DO+VoiNoBVKKxLmM51eXOcqiK8in0XZSEWp+nCbkKAolToQn12bDAmBTJmtrdJChzZhFjWDcXuB28RJgZtz+C3RrMpjd4RcNzdE/YJlCbFxD0dxjJn6xtO+93X8W7mbpsXkspCiUQi8RWjXCYTJr694Qs6J3Zy3ndhV01bCfzLazI6ZzDyowJF5jRJQk5+nSt0ETqTIuh+5AmSiqN0+3kb+/52+xtOeUqKAs8UdeW63z+3GUwmm+K3psFUVqQzmMAWxkuJPERpZE7I27kYeZVe3zpPaw+gYsLE3K3zdPs9sOYRPt37mfQ6SSSS84JRLpMVK2fLzhrvS+Dtsi7EZr0gjSaJFxzP/BOT4mywXGSJdtjmORk8uyiHh7bOx+IoVImJMSNe591n+vLmhJZkzGivlxMwCBNahIkt9VdiiTgWcu0PV5PO+I5jdQrp93Qc6zThWLFyx4pxF4x7WiKRVC+axjRxWuC5mjONuk2YMFEzrKbv57zAmvWCNJokXhCb2hqr0CcHWoXCoPQ7dMngd3e4y+Ox9hccoDdndamGVgH72j9Kw4QuJNaLoMtFdZxVvsvbu1B+PisKz5YlsKfezyFt56LmJtUKq2U4AYztcCdbR2wk47qP2TpiI+M63Om0X8V1Vv8WAhKJpPrxXeYaJy0mV3OmKo6szu1gW/j1+3SgT4u+C7FZL0ijSeIF8TERKA4VbooCt188iK0jNnJfx7sBmLP1DY/elObhkcxWCjHZHU+g8FvhNZ4H0mo0pM/C9vMTPBV+hI0X/4utIzaGJGfIPomx36cDGdryRsO+e/bltEYTjj0XgntaIpFUH9TUAkej6crU3i7fM7L1cJYPydAlhMtFnw1pNEk8U7jHKZ9IQUDhXgBb0jPOFWRGNCw7ZSAxIPhu5Q7PzXeLsmDjY0BFS5fm21/gh02b2JqV6ft1ucEoh2nJ7o9ZPiRD8yq5MtRGth7O1hEbWdD3La9d4hKJRBIKXKUWeFq8nSk7ozO0wLdF34XYrBek0STxBoN8IhQzRDf3Odnv4yO/O+UzWYSJw2dTyTxS7H4chXvA4VwKFlZ/kcsdz+by2EdfenM1XuHqus6WnfVKpC05KonBzQcxu/cLPocwJRKJJFgYaTN5s3j77chWp22+LPpkIrjEkLlz59KmTRu6du16vocSOhzyiQRmCjrPhagUn5L9sotyuGv9LJ4uTcQibO9RJQaOWhI9N98Ni3LaJAScsdZEwcTKlfFB8zgFK4lR9Tr5EsKUSCSSYOBKm8lTblF2UQ5Pb5jutN0XEWOZCC4xZPz48ezYsYNNmzad76GEllaj+ab5rzy+fyYT9z3LrQtSWfbjUaccHnc/yP0FBxhOEU+F52FWrFiEwmtZ9/L58euZdGuac/K3I2VFTpsUBWqZbGWzCmZ+PZQV+LUS/CRGX0KYEolEEiiOKQZgm8eWD8nwmAPqqt3KJQkXe31+x2eDv50jqhph53sAkupB3okSNq/8iOlNZpQbPCZmfj2JHm2fZGTr4VyZ2ttjQ0Y1CVzNaTIrgntT/kO/226lTYs4w/foiG4BKNiLRlmFQmZxKgACC5ekpQR4pcYkYSHx5B+2vKoo387hzk1d3ScQiURSNfFFm8kR1UvkaHD5KjswsvVwTpw7ydT107TOEfVq1K3WYr/S0yTxitzM/UxsZDOYwKbTNLHRDHIz9wO2VUWTmMbsLzjgUxJ4mAJtap8JeHwCC3365NMxJTXgY4E+iXGEcoYtpjz6bZ+BWJwGO+f7dKymMU0M+z1Vdze1RCKpuviizeRIsGQH1DCf0LpJeOllL8qCnNW2/1YxpNEk8YrUyMOawaRiVqykRtpyiLzqMeQmodwrDJoHmxTBP6/8mUl3mbmpw2WeK/C8RF2lJWHReccUrPDD2Cr5Y5ZIJBIVX7SZjAiG7IBfyeA758P7afDFlbb/+rhIDTXSaJJ4RWxyG4TD7WLFTGxya7eNa3VEpfBT3DRdEvhvDV70PtwV3QLHW7ZMwLydfzLjLSvjXt7NoInbWfbjUb+u0Z7m4ZFcppSSTomTdwxh0eQWvGF/wQGn0l2BqPZVJBKJpGrijzaTEYHKDvicDF6UBWvvqqiSFlVvkSqNJol3RKWgdHtOM5yEYsZ02TyISvF6NfF/P77Bf3+sy792LmDsrjcZtD2DsV/18t47lLUcfT4TPFSahOXQ4yjl47IKmPG/Q4F5nHbOp+Fn3fjMdIx3TAVYHVtaq94xL13IF2oViUQiqZr4q83kSKBzly+FQgD8/io4tKHydZEaaqTRJPGOnfNh42PljXYVlPSZ0Go0eSdKKMpPIrw0Xre74w/rxNaXGPHHPcy76B7eazWKlMgsjpQmYrXiWZ8JbIbJD3ehM5qAH8420wwmbbu3x3R3HqHmbtnOqGlLKWboNc9mwHnpQvZ54pBIJJIACNZCLTkqiaEtb9Rtu7nlP32au65M7c3bfV7n3b7z3HdvKMqCbS85b/clhaMSkEaTxDMOhgQI2DiRb1ZvY9DE7Tz5xnHSdrxLzPH+gIFRUJRF3Q2P2lXNWZmUNoOE8DwURXjWZwJDYcswBVJrZCIcViYmE94d08vzmBW4wxrDkJKmrO64lvw6V+g/Dy9cyKpek6omfmVqb37I/knKDlzgqL0L5fcsqUyCVe6fXZTDh7uX6rYt2f2x1/ezmut6x4qx3Lnybr7LXON6Z4OcVQDaP+hzxXIokUaTxDMGhgTCwrIv12mhKyEUEjLvY2FvA6OgcE+5h6oCs2IlJfIQ42+q61mfCQyTyK2Y2B9+jvzU1xBYADApeKf55IgaaguLcjpPmYA/T1zF4e0f8Mj8SKa8ssLw8/DkQlZ71H2XucZz0ryk2mNUHCGNKEllMbL1cKZ0m4SCopX7+zrXBKLq7XWuq4pRoRAmaHe/T2MONdJoknjG4GYWmDltqUnnqM0khOcBtnyiBqb2TkbBx0d+NzRE/jEE/nWVl25XB1VyFDOmbrP4ru9/+HeveDLb3El2s4kcbDOKU/W/9e367Ks1PusOzUciys9TZpA3dehcqpbMrmLFOxeyzxOJpFpi9D3fv+ZhOiyUxrKkcvC73N+OQMJ8PhtcUSnQfKR+W4uRVcrLBNJokniDgcFyNm0477UaxbyLxpHRfhDX11+GyQThtU86PSymrpvO7tTrEIqaRG7iVPcXub3n3b6No9VouOUgDFwN6bNg4+PEr7qZB3e+zC3mY9r5fJoYHEOPwgp7F6Fcv45v20+mk2jAkjNtdXlTR0oTmXFoEhZhizdahMKMQxPJK03weLoLtR+TRI/R9ywQUhVeUmkEY64JJMzns05UURbsXajftndRlaqcA6kILvGWVqMhpb8tBBVWm1qfdQc7octJaTPo2vcmCpXDuh/qCOWMTefo8DIsAnamXEvby9+knr+rB/V9X16lS9Z+OTyXPYffJq80nvzU17xX23YResw/dYiajQbwXtN/8tfxszz9qq3PnT2K3X+FsCWfewoLGintykq66k92UQ77Cw7QNKYJyVFJht+zIxZhYVPuL+yvWfE+iSRYBGuu8VfV22edKBdzMYV7q5S3SXqaJN4TlQJJvW094JySpa1cfdFxaoXV0rY5CkOaFbgo60v+OpMb2DgMk7VtQpsKJuIz76WO8FIZ3EWu1JUr7uW6z2+k36cDOXwqixF9EjGVX0diRB6T0mZgUmwTgkkRTEqbQVpUvnaMvBMlbN51ykn6INg97STnH6PcJaMVupEq/OgV42S4ThISkqOSeKrbZC285m/Vrj9hPr90ogIVP64kpNEk8R2Dm9siTHyzK5YzZRUtUZpSZtg25Wju+pCcX+1Bp2Cm9HRd747lEHoUipkHrHXIKg+91T56FfPnN2HhijyEgBF9E1l4b5ihOnq8chiAZT8eZdDE7UEV25RUTdzlqNlXTG4buYlXe7+oM6IAGa6ThIyFfy7m6Q3TsQorCgpTuk3yq+ebP2E+v3SiDNJA6DWvSnmZQBpNEn+ISqGg8+s6Ze8ZhyYxZUkp0aKRtrLZT1iFvlE5ZQLiGnQP+Pz2Py71/EdKEwE/JAdS+sOVi+GqJWy84iMWCltTSnNJfeIz79PymQSweFUelqjmxlUeZ4+Qn72fGYsOaVWFjmKb9j3twDaRyIdl9cXTA0WtmEyOStIZUe/0fT0gpWWJxB2OxrxA8MyGGX7NM0bJ4CZMbsN8fieQ283F3HLQlhZSxZBGk8Qv9tQezqDtGTy2byaT909jXWEPrFYoPV1XC0vkYOZpUUcznMoEbGo5hoYJXQIfQKvRcP066P4ya5t8Q8aJwQAoiuCeG2O8lxxQK+dWDYXvhtHy9H7txx5enGQonHmoKF6/IrJlNcGqocR92YJBscuc3qOKbYY8EbwKN7q8EKkVVssp7Obu4aAaUekNuho+iHztIi+RGBHMeUYNNdvf5wLhVnPJL0Ffh7nY1gGi6iGNJolfpCZEcmnMOmY0ncysZpPIaD+IwXHLSE2I1FbUGy/+F1NNpzErtgqzOdn/Ji98RnAGsHO+TR5g/QSuOHQ1z/Sfz7Gkdzjc/EEe2nO5d/khBpVz9TY+xlvdH8eEidLIHNfCmWol31VL0IwmbA19VeFOp/cQ4pYqVbzR5YXGwj8X0+/TgTqPkbd5I8HqIh8oUjfqwiTY88yVqb2djCZPHnK14e/0S6eyfEiG+9CgURVzFes5pyKNJolfJIYfYXLaDC23x1ZBN5PE8CMAJGOl+fbnMaG+LrgveQ7vLNkYWF84MPyB9c2bR+v8QaTseZnaR6/yLuTlolqjzlmbwWOJOMbR1LkoasK3yUE4MyoFasbh2CvJrFhpVDPT8D3BUup1ohpNOhcCjuEPsH2XHh8OdgSji3wgGCWwq0hjqnoTrCRwlf0FB7SUAhVPnit1UTH556meFwN5P/slGHw+kEaTHUOGDKFevXrceOONnnf+u2Og8m3CwuENC8nP3u9SBTw5PNP/vnB25/ZUPUdxXc+uaCPRTsXMQ1vf0SaIwvrLOdxmNNPujiVjRnsG94zzeAwUM88+0Jc3J7Q0fE8wlHo11HBcNZp0LgRcJbqeLTvr03EC7SLvL+4S2N0ZU5LqQbCSwFV89Vz5JOK7cz6sGua8vQpWzoE0mnTcf//9/Pe//z3fw6geGBkcAhrtm0TsFy3Y/ONqhMPtZREmsktT/e8L5+HcrWvtAGzVczVKUjy7og2qNfa0e0SrnFMpCT9CVPxfxnlSRiq2zUcQn9yULhfVMXxPMJR6AX04btUwcMit0SYdmecUVLKLcjh69phvwn0ucJVkm382P2RenuyiHJbtyzDMedmU+4vTw+6BNY/w6d7PpNepmhDMJHAVX6VSvM6pMmjEDlTZyjmQRpOO3r17U6dOnfM9jOqBY6m+AMWuIW+nE9N5NfNeXYXdzMOTuPPmdN/7whmdO32WbpOiwH0pc0gIz0NgYdLld3jninao1qjd/j7CS+Opcao95pL65dcTXBXboCRpGjVRBudy3azlMs8piNg3IBUILbTmb/jDMVyroCAQ3LFiXEi8POr4n/h5qtNrZsVs0yw38KCFajyS4FMVug547ZkySpEAuPL9Klk5B9XIaFq7di2DBg0iKSkJRVFYtmyZ0z5z586lcePG1KhRg27durFx48bKH+jfifJk6MPNZmgGk4pZsfLnmTYM2p7B2N1v8lP7LYx5+Enn8Ja/xDtX4JkVK6k1MhnYv4Dr2/T0fAyDao1NWyJI2/EuyftmkrZjATHH+/unYpu3TrfJXuwyKEmahpONsE02A1fbktRT+ss8pyBitIJXUHi37zy2jtjod/hDLZxY0PctzWiC4Oc3GeVhqahGn1FVn4rUkqoehKLYxFepFK89U64ELRN7+D3WUFNtjKbTp0/TsWNH5s6da/j6hx9+yIQJE3jqqaf49ddf6dixI/379+fIkSPaPhdffDHt2rVz+peTIycBv4lKoWaroU4NbFWxySOlifxyqgu16jcO3MNkjwsl701JC/hP3m2eV8UGidPih7G88+FGRHl4TsFEQuZ99GvgJsfNsDM3tnBZuVfHUexy05YI38tx7cedsxrColxPNkm9bd44d20JJD7jKo8pvmZcwIn8yVFJ1K8Z63OyrS8YjR9gxqVPa0afUVVfqMYjCQ3JUUkMbamfs25u+c+A7tGQea+iUiD9uYq5rAqH5VSqjdE0YMAApk2bxpAhQwxff/nllxkzZgyjRo2iTZs2vPnmm9SqVYt3331X22fLli38/vvvTv+Skny/mYqLiyksLNT9+7sSn9yUbUkvOYld+i026Q0GApfTD05C2fUadY719bwqNjAoFGEhOSJTt80q4N1NX3oeh9NPyebVcSV22a/BjZrQoddeCvscps+623Kp3KnnVpO2BNWFkMpFuDh+MLWbXDVQva7ZQN0D1d7z5bi/1JLynvNVgZhdlMOHu5fqti3Z/XFA4/BV4NJrz9TO+bDxsfK5WIH0mVU2LKdSbYwmd5SUlPDLL7/Qp08fbZvJZKJPnz6sW7fOzTv9Z+bMmcTExGj/UlO97HV2gdJp0AMcH7iHXR2/5NPUTZrYpFOZfrAoyoLophy74nvG7X6TQdsz+OzYYK16zlxS3/1KyEXlXFaJ/nsUWJi9c6r7CafVaLjqfeftwsLxrJ2awaRiL3bpWDnlEiNJgb2LbAKfajjOcbJxzDvDRFGLf3t3PokTwS7jNjp+KLWbfGmgmhyVxODmg5jd+/xrSVVHXFUgVoYhFQqvkK8Cl16NwSgvc+PEKp8+cEEYTUePHsVisZCYmKjbnpiYSG6u981h+/Tpw0033cRXX31FSkqKW4Nr4sSJFBQUaP8yMzNd7vt3IT65KRd1u4Ybr7mEjBntXZbcB4ydxyX2u8tIjsjSvFpgq54LL05yvyo2qJxTes2jd/9YBBbAZjDlp86hJPyI5wkn8VJDr05sSiut0a+KyQQbC772razbVait7HRFOM6IVqP5pvmv/Dd3JEIIona/glgsE8L9Idhl3EaESrvJrwaqIRzPhYa9MeSq3P4/v71eKVIOofKI+iJw6dUYqmn6wAVhNAWLlStXkp+fz5kzZ8jKyqJHD9fJaJGRkURHR+v+SSpIrBfhsuQ+IBxWJ0YK3AILpZE5nlfFqqq3nadmeO9GZLa9k+xmEznU5g5O1V/h3YTjFKYzQa95xCc3ZdKINEzlm00muOfGGJ789UHvNExU/Ay15Z0oYc4nWdya+D9MSoVquZAJ4T4RijJuV4RCu8mvBqohHM+FhKNX6c1t7xh6Waaun+bbb95P/Gph4gW+CFx6NYZqmj4Qdr4HEAzi4uIwm83k5eXptufl5dGgQYPzNCpJSHAhbNmoZiZHShMxKZCXMhdLxDGgYnK6MrW3m0mj4oGQHJXES30f58HvH8UiLEGZcAb3jKNFSk227Cni4hZRHA/fgnW38eTj8jxqwqQa//cyYTLzSDHJEZmacruKIiwcz/6T/cSQmhAZfOP2AsNduCFY4TkVdZVuf75APQWBHNPovTK3yYaRV+n1rfMwYdIZGI5/g+3++WxfBtc3GxT0e+jK1N683ed1ANIbdAnK8ZvGNNFVd4LNW+nqHhrZejhXpvbmQMFBmsQ0dh6DutD8YazNw1QNksDhAvE0RURE0LlzZ1atWqVts1qtrFq1yq23KBjMnTuXNm3a0LVr15CeR1KOYbWaielj2/HmhJY8ef85Cut/q3vV5arYRa82dcLxqZRcE2lTJ8aK8v5lPx5l1KydvLI0i1GzdrJvZ6Lv7nMfEibt5Q1SEyLJLkl1qm60YmLknBKtom/Zj0dl6ww3hDoJ3B5fhQTdoX6ngN/eh6rSJ6+q4Uok1IqV8R3H6j7rp7pPNpRymPzz1KCH6uy1xO5cebfbxrqhJLsoh/0FB4wNJhW7xutcv67KJ4FDNfI0FRUVsXdvRazzwIEDbNmyhdjYWBo1asSECRO4/fbb6dKlC+np6cyePZvTp08zatSokI5r/PjxjB8/nsLCQmJiYkJ6LgnOqxMArNRffRlhnV8n39SP8NJ4SsPztbcYPtxcSA7M2W/l2b2vURqej0kxMfvyF7wzmlzE549n/8mMRbG66rnXlxbw7KhXmPLrBCzC4rn/nKuEyWa3OK3Klv14VKvWMykwaUQadw5NZ+bXk5jYyNYr0IqJaQcnklfSQBvT9EUHOfTrHb5f998ENQlczWkKdhJ4KFj452LNC6J+p1tHbHS98nfDyNbDaRPbmr6fXOukI+Xei3thYv/ZOmJWzIztcCdjO9yp+6zr1airebDtCebn6CqfKhjH3l9wwClMKxCG3laje89wPtk5v2JuU0y2ub2KG07VxtO0efNmOnXqRKdOnQCYMGECnTp1YsqUKQAMHTqUF198kSlTpnDxxRezZcsWvvnmG6fkcMkFgLo6sb99hZWoTffw2jt/krbjXWKO9wfcrKhdSA78vspK6h/zvZMtsMdFfD6zONWwei49ZoD3/ee8TJjMO1FiKG/Qo200Yx5+kt97/MHebh+SXtiLz4/ppTuEUDCfU42oqpnoez49YZWRBK7iq5Cg22M4PDwBeiZf6tcDVOY22fBGJDQ5KonkqCTdZ61KOUy/dKrT+9QWNoESSjVwb72tXvedq6ZNxquN0dS7d2+EEE7/3nvvPW2fe++9l0OHDlFcXMyGDRvo1q3b+RuwJLSUFYFDjoDatFcIhYTM+1jY240GkoGRowpyei1bYI9BNR695tEgtalh9Vx47ZPe95/zMmEy80ixS3mDxHoRdOzQir/ikikO/4vOURsNk+crPgvbJF5VwnVGJdyVZURVZhI4BOfBF4qHZ2WGKI2oKuFjb0RCXZEclcT1zQYZhupGrxgXcJgulN+Rt6KZXt97snru74nMaTpPuDF6wOZlCStuyP6CA8YrnMI95Uq0FeKY9oKcqmyBTxOOfTXe9esguimJ4Ud01XOKAvcOTqZQOez9Q81L1dzUhEhDAy01IVJ74KRmf8uWGruZd9E9ZLQfxPX1lyGwcLzh/9mut7zfnoLC6BXjzkune8eHo9HK9f41D9NhYejLt6Hye3kF48EXioenY26Tx7ByADjeA650j84HtcJq6UrvwVgk1BWOOWsq/ngUjY4dbDVwFW9FM72+92T1HHz11VduX7/mmmuCeboqgcxpOk845DY5GT2K4La11zvn6DjG0NNncbzGxdw2p5TckopQrsCCJTLX97yVqBRbk1y7cwzu9RaFQ67ltU+yEQLmfJrNPWGJ3lczeZEEnneihMwjxdx7QzJzPs3Gaq0QFv02dykPfP8IDUQp20z5mO0aK09Mm0ZZq5Z89fMohFAQWDmaOpdT9b+tCA8FM3dFNVijW+iNvvLtHx/5nbvWz9LlQjSOTnMyWkT5/+zH1ya2NWfKztA0pklQH+ShqGZzh/pQDaSCM1Q5WCNbD+fEuZO28vnysHK9GnWDGqp0zIexvw44v7lU6tjsw5T+fLYjWw8nKrw2d6wYp9seaEWmK8NmcvpjwZEc8KKCVL1/H1hjCzG7LWRoPwG2v1KtqueCajR99NFHgK3Uf926dVx11VUIIVi9ejU9evS4II0myXmk1WiI7QC5P7I2tx0ZW2IBWwJ0XuocLRlcnWT71G9JQ8cY+saJxN5ykDuH1mDG/w5htVaIWqqyBT7hIsF8ybbPESKxfDzGyeB3d7jL8/EMksAdk7/vHZJMm8a1SU2IpCz8KB0W2R5ATSnTDCaVMAXytp3R99vLupfTdTbrrj8o5fWukj7ttg8WsIZoFlFL+96WD8lwMlocsQiLlqQc7ET2YBgxvqKWa2/K/QWBlfQGvnmyQ5WDlV2UYxhWDpYBY+RVfHr99Eot1/d2bGDzti0fkkHnxE4+H09tjux4vECM8VBKYwR18WA/F6BAh4eh3f1V3mCCIIfnFixYwIIFCygpKeHPP/9k6dKlfPzxx+zYsYPi4uJgnkoisf3wPusO6ydwxaGrWTFmc4XsQOxy3a4WYeHoX+tcxtAH94zj7ckJ/NV8kiZq6Ze73NueduXJ4FtHbOS+jncDMGfrG86hBw9xf6Pk7znLsjXtJftJdD9hWBxyngRmDp9zaB0jFCJLknXb/Joc1ebCRVmukz6PbNJtNyvwilJIUrkqu0VYOFt21iks5BgesV2LF/lhfpBdlEPj6DSWD8nwrVdggHyXuYbRK8dxx4pxPoWkQpmDFepQpSsRTqPvOxTl+v6M7WzZWb+O52trEm8IdU6TN1IYHgsZjBaC218JeHyVRUhymrKysoiLq2idUb9+fbKyqnZGvKSaYfAQjvllPGlR+YQVJxFeGq/b3YSJuIY93MbQC5XDnInaZuhh8RoXPe2yHXra2TcxnrttnlMoTJtgPMT93SV/gz7/IgczH4gaCLv9z6YN52iZvsLUZILJl48OLHfFUQPr91eNjb/cH522hylwl3IaqJjw1cqjjOs+ZtvITbza+0Xd+BxRPRGBGgr2uTT9Ph3IgcLgi1ka4XUFkgFVoYLKH7KLcjh69phhU+Gp3Z/Q6USpVGalZyiu3ZfWJN4QKjVwX/B4/1XTBHCVkBhNw4YN4x//+AezZs3iueee47LLLuOWW24JxanOOzIR/Dzh4of35CsrePKN46TteJfoY/0qXkKw8thuw1YneaUJbN51imjRKPBJMSoFmo/UbVKaj+DOoem6VipqE2OPE4yLqjyiUsg7UcKJU6UoLpK/F/65mH6fDtQ8MElYGKac0+1f6/Binhka7jS2e9Jv9l4SwREjr9K2l3GabhQzNOgJBl6Ee5UzpCjoJnz7Em57I+rbG74IiXBgIIZLoARi+FSGtyHYD2V7QUaB0AwJ9fj/7nSP23L9ypA9CEXDZl9ak3iL/W8jmF5Rb6UwPN5/1TQBXEURQgjPu/lGcXEx27dv56efbEq0PXv2pHPnzsE+TZVCTQQvKCiQfegqg6IsmwfD7sFiESYGbc/QksEFFg61uUPzHJkVM3t6PEi9DY9ikysw8VvDlxj7ZS8tH+iKq3KZf2ysLnfFp0nHYFwoZrjlIHmlCWQeKaZmpImzxVa7nKOuTnkCW0ds1E/GRVm2lVh0c4hK0eUxKQAKCFFh9HS9uMTpuJdRymdmgzytgavJq3kpmUeKtbBedlGOd+MyIme1zcPkSIeHnZM+W42G9Y/Athedds+/6iPim93ofBwDFv652FA40KdxO/BD9k9c97nz+TOu+5ieyZf6dCxfCejzB/7z2+tOSeDBDClmF+VwoOAgNcNqBpx8b3StJky80/cNpxYggX4ugWCfoK6gMLX7E/y70z0BHTMU16MqcQe7IMKX38PCPxfrEsFn93bIMdz6onNLqEoStQz0WR10T5MQgk6dOtGlSxfuv/9+7r///gveYJKcBxw8MAKzrnoOKmQDVBJFCXU1gwnASoech4gLs+kVWQWs/q4Bqwau83+V5sb1nFgvgqz8YkbN2qm1L9m0JcJznoBWcdZc8zDZ5zGpq56ZY5qQMaM9g3vGGXoq9mJCOHp1yld4ifUiSE2IJPNIMXknSgIL8bhaSba736lBMgDt7ncalxUT8YndPZ+rHE/Cgf6s3JvGNDEMFVWGLlEg5f2VIcSZHJXEgcKD9Pt0YMAyAK5yheJrxjldbyhL6t0RqjyxYLbMgdBKMxh5kPxKXPehJVRVJOhGk6IodOzYkT/++CPYh5ZI9NjpIh2/8ntySlLcCja2UASKC0FMFasV/jpa5rdqsjvXsyvF7lOn3BSxGvTHM8pjEgLq1QnXGu8aTXB9lFKHg5u0UN+yH48yaOJ2zZjzqz8eGGpg6UqJo1IgqbeuSiYbE/dboykrvyaLgKnWKLJ9nJ5cCQf6W5H0XeYap+aklZkfMrL1cJ9DpJUlxBnM0KUv4URvtYKCTWVrdflDqMPJ3iauuw3juaoGruIq4PaEJKfpjz/+oFOnTrRr14709HS6du1Kenp6KE4l+bsTlQKF+6i/+jLeaDlOE2w0maBPn3xExAnA9uAc2X2KW0FMsBlat6293v8VmlEOUvpMKNxDbuZ+w6Tt6d/P926CKa84S4vKdyliqeLoqUhR4BVTAYpDGwxS+hsac68vLeDZS17xbQVsb+BtfMx23Y5eJQP2FxxgcXEK08+2wCpsFXRPKYWc2f6a63O5IFgVSerE72g0XZna2+cx+Yur8n53D8HKergH8zy+5EmdL+MlVHliwWiZo1IZn403ietux1HNk8AhRA17MzIyQnFYicQZB8PCrFh5ovFMxo0fxTeFu2BNxa5nIuvrm/0qZrY1fJGjv1XkQOWX6zsFpD3TajSk9LdNBPmbNVd0B0wMjpvEsqODtV0VRVAcka17u6arohQbTjDxymEmjWin6UrZJ5ZDRU7Dlam9tQatF53LxrTqZoeBWqFwL5mnYgyNuYKT4d5fs5GBt3GizWDyoL2yb2ciXffM4on212vGoFmB5r+/AO3H+6zdok7sqrGhTuy+fJ+uQkbB0LvxFn80dypLiNPoPIFoDF2Z2pu3+7wO4JTHFMrz+sI9Hcby+rZ5QRULDaauUmV89+4S19Xxuh9HuUabY85nNUkChxB5mtLS0oiMjGTbtm1s27aNGjVqkJaWFopTnXdk9dx5xkgXCQuc+9V4BZcyQJdX02nQAzx5/zmym03U9JkgCCu0qBTbRKDF7kHByqS0mTSItIUQTSYYf1NdROQJ3Vu1CcZNqG9wzzgyZrTnzQkttTwmcM5p+C5zDT2TLyU+0UBuARNENzduv6LAKzuf8n4F7OcKMu9ECXM/KqBRZDZmxVnfyp8VaDAqks53n7VAxnBPh7FBrfAyIpgaQ/aVc3euvNvtMUKhbeTt+OZsfQMhBPd1vDtoVWnBvM8qI9/Lm7wmt55DN9XA1YWQGE2LFy+mZ8+efPnll3zxxRf06tWLDz74IBSnOu+MHz+eHTt2sGnTpvM9lL8nRrpImNlyyuzBVV3hWrkktQkl0X/o9JmC8oA0MCRMWPjv+HDN2PnXVc39nmAS60XQ5aI6Og+Ty5wG9Vi6hGsBWctJrBeh649nMsFNA0s1RXUVt4aHn2XE8zd9iRCQWZyKVThKDyjki0Zs3nWKvBMlbo9jTzASVn0trc87UeLzOL0dg7ch0lA+3I0IhsaQP3k4wdY28mV8AsHr294K2vGNEv4NOwN4OdZQ53t5a7S6lD0oyoLoprbenF6E7qsiIQnPPffcc2zatIl69eoBcOLECXr37s2wYcNCcTrJ3xlVF2nP/wG2hOgvjl3NM282Ijq1v04Z3KyYaXt0HXzVS9fKI7nV6NC0yVANCQdXdGxya2Kj6mibRrYeTpvY1mzI3Ui3Bun6lgz2oT676jl7eQAVj67+lP7YjCbVYBS2UGVKfwb3TKFH22i27StCAIkNTjMrywdXv0MvQG9WkNlFOcze+RSpzDd8XQCjZu0kt+QEJgUmjUjTPGruUCf2+9c8rAvRfZe5xicDQm1lcqDgIE1iGmv3g+Pn79jGxttxBhNXD/exHe4M2Tm9CdV4dQwfw1PBOK+3hLItiYp6n83b9g5zt85jztY3eH3bPJ9bAVXGWMFz+Nte8kAnRWDURimpd9DGVVmExGiyWq1ERUVpf0dFRWG1uu4bJZH4TVEW7F2o/akocE39r3kj5x7IvJdzdX6jJPwIZsXMvO6PUW/jA06J1fl1rqC1aRCrBvbiwLktfvX6MsRLQ8KxQanxZGmboNw9oD3mNBTuAVyE0KJSWPdHoe7Yd171lqZZ5VXJu4GB5479BQcoDc8nP/U1upzojknRJ1YpCJIjMsktSdQqDXu0jdYZiq4INK/J1cRv1OdvzqfZThWR3o7T0xiMQsxG11BZD0x7gpFDoyrWOzbAdXeMysxrahrTxGl8CkpIzmXUGcCXPLzKymdzZ7R+l7nGeC5z1UYppX+1Cs1BiMJzI0aM4NJLL2XWrFnMmjWLf/zjH9x2222hOJXk745BCEyVERBC4f8uW6a5iP+Z0M6livi4l3dz57Q87v/wY597fbnEC1e0x/CEXUWaWJzG71+/6vSAVkNCHhWLfZRDWP1dAx5qO9X7kncHPSlPqJP8qfor+LnRq0598RwrG+3bw3gikLwmV1o3Rp/Ra3YGkz/j9HgNXlZDnY8crEC0pAAnxXrwLgfrfOQ1hZpgVL6FQrHcCFf3Ws2wmq7nsgugak4lJEbTY489xhtvvEHNmjWpWbMmb7zxBo888kgoTiX5u2NgCKgPW5MJGsaFVUzKLvZVG9YKoRB3+B7MJfUD1zixL7//rDsU7nMyJPJOlLB8yyGU4noOYyqfLB1WZwpWJjaaodOisn9AexQ1jEop108q/wzsPF+uetjNWf+RdyXvBnpS7sg7UcK2vcWManY/JsVEVkQhE0RdrOUPQoGJmYf1YqWOsgru8DevyZ0R60ofy1Ubm0Bx93D6Ifsn3fdwvnqO+aMlBc6fM9i+n+VDMrwKSVVWXtP+ggM6o049V7AlDoJh9FaGqCm4Ns7OlJ1xbfhV89Yp9gTVaJo5cyYA33zzzd9GEVxWz51nHJKlLULhtax7OWpJ5Iorc7nyi+4VHoPMtT6piPtdQefKFW0n4KaKSb6+MIK0HQuoc6yv9po2WbrxoqmoD2ivRA3dKPEaVdC5k0Pw9XrtWfbjUQZO3MaTbxxn9dIriDrah/s63s3UHk9gKn8QKsC13esb9uvzBn+9Ee5W/IZVhia474Zk3TjvHZysKasHgpEhdHPLf7pU4R7ZejjLh2Qw/dKpXhsfgeKPlhS4lnQ4W3bWq/OGomebEZXlwQvU6K0sUVNwbZy5/awugKo5laAaTYsX237AkyZNCuZhqzSyeq4K0Go0p9pNQ6BgVgT3p87h49u+451jdzl7DOwkB45eu5uM44N1h7JXEfd7cvTginYM8yiYiM+8F3NJfX2FlMHqzIqZ7BKbZ8yk+ND414MSr1pBp3pNFMWDHIIP12tP3okSpi86hBCqcWQiLnM8n29+36nFTafch/nyiXpOsgre4o83wt3Eb1RlOOnWNG7r10CTf1BznFRl9WU/HvVpzI7YVyEtH5LBh7uXugzlquGuyT9Ppd+nA4PaQsMVru67z/ZlGH7O2UU5/JD9E7XCagVkjLjyJNYMq+nbBXigskJeUPFdL+j7Fm/3meuTkGpliX66M848Vnum9IcrF8NVS6pl1ZxKUI2mq6++moSEBLZv305CQoL2Lz4+noSEhGCeSiLR+Gb1Nmptm6ypXStYSfn9cRoIfduQRFHC8X0f2/5I6k18clPdQ1BRBMcavY4l4lhgk6ORKxoThNUGMAzzOPbJA5xXZ5jYkfAEeSXlYpx2x/C4IvYjp6BuZF3vdF98cL1nHinGsUW4gplmZbWdWtyoQp6qrIKvZf3+eCM8rfhd6WOpvfvmfOKcFB4Mj1PP5Etdhj825f4S8hYarjC67wAm/zzVyRNmnyvW79OBDG15o9+eFcfvCWyeqmAbi5UV8lL5LnMNo1eO8zmvsrI8Yn4bZ2r4ftVQ+G4YZC13v38VRhHCcQoLnBtuuIFPPvkk2Iet0gTaOVniH3knSpg6fQFvtBzn9Np11vr8IGyq1iOUM8xWCjErVJS7lq907EvIs0r+MC7995Wd8yuq5lTKz5uXOJJBE7frDCeBhUNt7tAMNl2X860vwobHACsWYWLGoUl8dmwwYPN2ZMxoT2K9CBb+udhJNkGnj/J+mrMSb7lid96JEqcxmRQ42GaUTq/JZQd2++t107U870QJAydu1xlOAguWtrfzW43desPJbnz+lPX720E+uyiHjbmbAWhaoxOlp+s6yTsYsXnXKca9vNtp+5sTWtLlojoG7/ANo+sB24r+no5jmbP1Daf3GHWgDzb2950j6ucNGH4Xy4dkcLbsrE7SwRd+yfuNvp9c65RM7uk79gZ/75/zdT63v/8g8Uveb/T55Bqn7Stv+IoGtRMNx7/9hmU0/Kyby7mnsgn0WR30RHAhBDt37gz2YSUSQzKPFHPoXCoW4SxweXv3pzBhIglLhcEETjk3qkjkt7lLgxfeaDXaVjVn/xMrP29i+BGdh0tt36KKazqF1TbaDCaw5TRNSqtIBrdPBFdbUbzbd56zqKGHnALDRHAB5nMNdNtcriq9dL0n1otg8og0FEWVArBwrNHrPNT3SZQWI/U7Nx+hGXRGjY49eXD8EQ60V6d+4MNPuHNantehNuO8sOAkhYOz2KWKFSuvb53ntL2yFMzVsNL0S6c6vabeL648FGfLzvrfHBs4U3bGKVE7WGGpyu5zF+j5XApKBpEzZWcMt58tO+ty/Ef/WnfBVM5BCIwmRVHo2LEjf/zxR7APLZE4kZoQydGyRL46NkDzXggBZ9OG23rNAU0pqzCYVBx+tCEJb5QV4UoXSQ3zTLs7lsy2d2rtW8BzWM0+GVxNBPeqFUWr0boWMvaGjatWKpYauQ7nNngQ++h6H9wzji9mdmDa3bE8/UAZP90/g5Gpl+n0tgDYuwiKslxW9nlT1q8+SO7reDcAc7a+4TLsYX8PmEvqE3d4vJZ75Y2h5pgXBoCAdX8Uehynt4xsPZx3+r7utN2KlfEdx1Z69ZxKclQS1zcb5DJEFKrwUSjDUqqGVCiObUQwlOwBJyMymLj7vF29FtfQoIVTNa2cgxBJDvzxxx906tSJdu3akZ6eTteuXUlPTw/FqSR/cxLrRfDM0HCuqf+1Lom55uHFPP/9BKxY2U+YkwYQilnXoiMkq0oPuT6J9SK4+uImvNT3cdcPOw+SCpNuTaMs/Kj3Bp/aE69wj666zTDJeUQaN7a7Qvd2p5wmHyvnwGac7D6zifbNIxnYutzL4CbnylXVmi8eHCPhQMfPx/4eCC9OQnH06HhhqPVoq3f3C4KT12RPeoOuhg+nsR3uDLmnwR3udJtCJYkQquP6qyEVCIHqT7nSFwvFGI0+b1evNUzocsFUzkGIFMEzMjJCcViJxJCrLzoGe5ybvaaJErKIJAczU0UUUykqz2ky81uDFxn77Amswtai456bEoOvpquGxNbehc3jZIJe88grTSBz1yktT0Zto7Ap9xdnNXIDVfGiLnN5pncv7f0/ZP/kvRq0USuDco/T4J5xtEipyZY9RVzcIoq6cQWMXuTcy2py+mMVx3WXYF4+KdrnjH2bu9RYMdhFyxmim5MYZTPoZvzvEFarvqwf8Jhr5K1atr2icmlkDgKrznDyxlAzSnRXja1AFcJV1IeTq7Y/leVdMmJk6+GcOHeSqeunabpN9WrU1e7xt/vYvGTpDboEvQ2J4e/HD9xpSAWU5+gF/irZu/KU+6Io7i3u2j65/C5ajYbYDpD7IzToCQnVV6InJEZTWloaX3/9NXv37uW+++4jNzeXEydOeH6jROIPBg9coZg5pESAsCWBT1VsBpNA4VT7aYx9r5cuR+b1pQU8O+oVpvw6Ibj95xz4bc8pxs7e7pTQ7LL9ADi1J4mJSqGL3TG9bp/goZWBY7L1TQNLPRsbbowd0LcdURQ4kvot1lijid19y5nBPePo0TaazCPF7Dh0WqtS8yYp3Nu2GzpjJOIYxxrNJT7zXoRQvNaJUr1iuoT6IIld2uOqL975xki36YE1j3Di3EmtCs11qyD/cfv78ZFANaQCwd++epXZRsdT2yfD70I563KxVt0ISfXcww8/TH5+Phs2bGDnzp3k5+czcOBANmzYEOxTnXfmzp3L3LlzsVgs7N69W1bPnS8cqrcKOs9l7tEEluycxC+RO3U5TQIz1277XCdqCTD+thI6NK8RUDWPDoOKNYswMWh7hnZukwnenpzAlV90N646KTtlM0w8uLK9qpzJWW1T7HZk4Gryal7qf/Wci8o5o4o8+ypBFV2FV1GW2951hlV+dhWE7j4f+wa+Cgqv9n7R6TOyr5xLb9CFsNI4w+bI7lj241Enr1ibxrV9OkZ15Yfsn7ju8xudthv1lwtWFVqwq9wqu2ouGOfOLsqhw8KuOoMrFGP2ND6j11MU2GY64rIytrIJtHouJJ6mVatW8dtvv9Gpk81tFx8fz7lz50JxqvPO+PHjGT9+vPZFSM4Tdt6Yb3bFMuWtUqwCutd5ALODHIGChUY1MnVGk8DCI5vHILafYPblLwSnTNtNErd6bqsVfj2U5bRKvIVTNFjWDdCvzOxDXfYPYK88D268QpnZxtVzD7Z6mpf23+fe++aiUa87PSrVaHLyiEWl2P4VZdmMPAeD0V1SuDuDxJuwh6sVtK+GTiBeseqOUYNbcE5ODqYXJNheFk/hz1Di77m/y1zj1FQ4FGP29Fkbvd5YFBtqsNmH8KsTITGawsPDsVqtKOWZucePH8dkCknOuURSQVQKeaUJzPlkJZ1qZ5JZnMrhcjkCs6I3FAZf24Nfl5RitTqU/AuClwtgYKQ4NqE1meCStBRM2yvCR6pEguYcKw+jffNXV6Z8WOr2Aey2csZNCCw1ocQwrHRH12u57dJunvNFVGPHDqNQFYpVU1wHF2KZbvKu/A1/eQp7OFbOhRcn8fCK5/y+D1RD655XdjtJJfRoG11lPE6ujHBvX3ckOSqJ8R3HGWpG2RPMKjSvw9M+4C5vJ9T4GnpV711Ho8kXRXFvMfqsAX49soWeyZcavn5QiURgcvY0yeq5Cv79738zdOhQjh49yrPPPstll13Go48+GopTSSQ6zm59m8/aDWLeRePIaD+IHtHrmHFoElb1Vi83FK6+ogMZM9oz/rYSDrW5Q1fyHzQtFgNF7z8Tn+SopSI0N+nWNDqmpOqqZlxJJCz7cp1LrSKvK2dU/ajuL9v+W26MuGoRklgvwjuVYtUz5K4iT4H81Lm60NyS3R/rq9g8VOO5G6c7PJWmb8zdhFVYqXOsL133zOK6vH9yye7pvL/msOG1GW5zIBCphMpA7X/oSofK0+uuGNfhTifNKAUlZK1IQlFBF/KWNF7cP95KB7jKwQqFnpTaVsYRp1Yq5d+1STHx6OUvoVwmq+fcMmLECLp06cKqVauwWq0sWbKENm3ahOJUEkkFRVmk7f43iqIXghy4fRmXnGvJimufJT6xu/ZjTawXQb+OaTy8/QT281NQtVhajYbiE5qid7v8Z1kxpiF7ag/Xrd7tw0eqRIJjHtbhc6m6Q6sPYFeSA4ZeEh+q59o2ru1dVY6HY6qhqr+s27htjV7DySmM4kU1ntE4PeEY9rAXulTzncwl9bnzTCMmt78es2JTX/96+wBEzte2VbJ6beBVUmtlJYX7gyvBUNUL5ul1dyRHJTG7t3OIKZSJ68H0DAW9Eq0oy3Zfq6FmN78X8Jxo7UgoPG3u6JTQ0Wmb4+9YTZXWUqZV8VsUSOxRbQ0mCJGnCeDYsWPUrVuXmJgYNm/ezH//+99QnUoisVG4xyl2blas1El9jUPhJzkgwpz0iUKl86LhoOiNsBLzy3i6JBfoHj724aMczDwgoinTHrYmCrvM5WiZPnFdfQB7rTHlwYuz7MejjJq1k1eWZjFq1k6W/XjU90bABjpNquL6JaleCBFGt8BpWnJw5RuN0xuMhC7bL+yiJYh3Ka3NE2kztFCuWbFybeyXFfeUsNrkI9Z6p0tl5BVTpRKCqdvkD568YIF6yYzUqdUeej79trz08gXTMxRUzTZV+PWLK23/3fqC29+LPyK7ldlUGMqNNBfq846hQoFg8/fjEYsvjL5zECJP0y233EJubi6dOnXCbLY9jBTFMd4gkQQZgxyiMgF/RG/hNqWUrt/9E8fEaghx/oIXnhMwXi3a/2JiaoU5aRWpYamycC9Xmm7GkleaYOhZeHtyI/fHdnHM49l/sp8YnTdNNVAfWPMIVqzOXdChfEK1f1qbdK78QDwgKvZCl+rkPkI5w+w6Gw3boOixOm5wm9RaVZPCPXnBguElUwUP/cbIIwNO27JTBgTVMxQ0z43RgmLD47jqEkBUil9J7eejqbCrpHNHzbgkLLysnHTKz1RlTqojITGatm7dyo4dO0JxaInENQ6JzmUCHhTRtoezqQBF/aE7/HB9dYf7hJuKNfsk2+R6FeGjRFGi75WHFfHDWJp0+wcLHmvF2WKr78aIh7EYVs9ZofR0XffHNjimFTO3zSklt2S3b8aB+pBxzOVI6a/9X3+r51SMHkpOvQntEOiN1wovmFW/zU1Sa1VJCndM6nZlhKtjtn9dUWD4VYkezhAg9mEscDY41qp9A/VemqwrPgpJ9Zz9nOCX58ZoQaGK3DomRYfVhpzVNA+v45PB5uiZEgie2TCDf7YYHLKmwu6Szh0NTrctrKqp0RSS8Fx6ejq7du0KxaElEve0Gs2xK75nRb1/MeBcMxaJWjSlDJPjg7j8hxuSnnP2uGiUu2xLDack25Gth7N8SAbT245wmmgUYeH1//ueUbN2kpXvp7q0m6a9frcqcTimUMzMODSR3JJySQW7hHXts1bbmeDwWbt6yNj1CExNiHTy/vjiATFKCG+GxYXBZEJpcbv+87rsLds/nSklPIYczndSuFFSt9r/8M0JLcmY0d7JsFVfH9nX9l0uWpHnU0K4TziGsX5/1YXB4eylaV58hMuUUpKwaJuDkdPjlJfjC0VZcDYfw1Bzt+f091TzEfBZd/jiShp+1o0vLrrW63SBqtBU2D7p3DHd4aASiRXHyaz6Vs5BkD1NXbt2RVEUSkpK6NChA61atSIyMhIhBIqisHHjxmCeTiJx4reM2XTIeYi+ipUra5h4/FQ6X9Xe55RYrf5wK0VJV9UxylsHCPJrdGHGbOcQU07Edzz564M0EKUMMunHq0oVGHkoXBkjhuEJF+0MXHketCRzd8e2S/Lcdro9yzaf1p1SNQ7ORnn4rD2oi0N581u7Z5iieFc9p2Kkg3N796mIjQ/o8uEsQmFtk2+44oq+0HWaXoOqKAub0aQORHgMOZzPpHBPIU1Pn93/VuZprWFC4iEzCmNtexknj4yhl0+h/k/38JnJikXAAyKa96kTUE6PUV6OT+E++7AiSsV12Am/0myY7Z4Kq20zmOyuvcfed9l+w3o2FP7lsS1MZSeBe3M+x3Y5pk2TYM//VRyk+QiXvxNfJS7OB0E1mpYuXYoQgoULF3Lbbbdp29VtFyL2iuCS80t+9n465DykS+SdVWcj35xrzgeRpxiunKtY85T/cKNPCmoVdaQ4Isu14GIwyFquTaRxmBgUO4nPjg3WXrZaYfr387FGWbVE8FcoJEyxPcBnHJqkE8S0D0f5ZPh5Uem2bV8RAujYLIrdBZvcH9vheI07v45J6WJoHHjMvTLSkUqfafNAgZZ35bjud2yS6wknHZysr3XhBqtQmHFoMhlbYsnoWkJiPQcNqsI9uMtLMcJTOCyUBBLSDDQc6hWuPIwdHobtr+g1xaDi/sCEzXBVf+/wH1MRY/p+SEF4Ha0E3lcCWkg5GoBqgPeqJfqqMVXXLGe1YU7g9n3LGL11gceUgcoW4kyOSmJoyxt5f9cSbZu91ppjqsNb3R/nn3sdnv17F9kWIg6/Fcc2TlVVCDaoRlNaWhoAn376KU8++aTutaVLlzptuxCQiuBVh+OZfxKv6Ccgs2KluzWSYfYGE8DeRXzDBKZ8WEpDMR2BlfzU1zgT913wJx2HiVTBJoWwrrCHZggpiqA4Ilv3NsXhvyqOHopg9Z4DmyfHfuJy28jY4Hgxv4znmaG/MqVcOFRvHHgxwduri+dvtlUelhtkZ1v8B6vorrskIfx7gGtJyuXXoNgZTQJYV9jDtXHghUfMCH+kEoJBzUgTioKukbC3Xq6Qecjs85dcfZ7t7rf9c2yro94fZ4/YKrLsUISVV765hWWiht/5id72KjTElQFYM97YoHbRN/Ohre9gFbZfvqfE9soU4swuyuHD3cZNvAGnVIeF65/hnybPC4xgFHhUFkHNaXr77bfp2rUru3btIj09XfvXunVr2rZtG8xTSSROxKa2xiL0t7RFmLCEnfAoFqlgIjHr36wauC74lScu2qk0qpkJ2B5C42+qi4g8ATgnJpsUwaS0GSSE5xl6KLyWTXBXyYfxxPX60gKeveQVrcRYlwju4nhNamWx4LFWhrkyRqXoTkSl2B6SqsEEIKyk7bmfBhF5ul0DfoAbfjeC1MhM18eOSoHmI/Xb3IQcVPyVSggE9ZyOBpO3Xi5H2QRFsckmBPQgc8xfylruMteOqBRI6q3/bNVtiZfaDA4H3lFOMkI543d+ovp7UuyWKwLBd5lrPL9ZNYLscWdQG+QZ7mn3CFlCIQkLPSkmCYvbPKWgC3G6Ed5054Uzem2PUBBe5DSd75w/Xwiqp+nmm2+mb9++PPHEE0yfPl3bXqdOHWJjY4N5KonEifjkpvyW9JIWorMIhZlFHdlQK8srsUghFL7asZmOKakEFRcr6Wcf6Muhongtfm9OsnlhmopiJyPPrFh5sN85kjq0MvRQ+N17DpNtxV6UReaRGMOJq+BkuNfXZREmHlwIR8t2MmlEGl0uqqO9ll2Uw/6CAzSNaeK5t5+BMaMIC48PLGXCMoIX4nJxDdmlqa6PXZQFXoYcVCplJe0goph3ooR3PtyotRQ6UpqIosCCx4zvIVcM7hlH4ZkyXvskGyFgzqfZRNcO8y904srbectB2z83zZqdUA2OtXdhHy41K/AKhXwnIskR+JWf6E2vQpe0n+AcVnR3PQ69G2tjYuTWN3hFKcCsgEXABFHX0NMVdCFOD8Kbnrzajq/1UUodTmAy/DzUAg9/vKGVTVA9TTExMTRu3JhFixaRlpam/ZMGk6Sy6DToAc50mI5AwawIJkb9xpVKsaFYZL6DWKTAwuydU4NXOacSlQLpz1WsQMsn0vjkpnS5qI720FSr527s/CgCZ4/ZK9/WcOmhUA0St2rLTm1dypOZVw2F99NocXqxcwWdAq/sfMq44s3heBZh0nKv/G7zouJixd7zH53dVnz5jEH1X+ZF/2H+031cH9uDx86IkK+kHb03O+c7tRS6vv4yhICzxQZaU27IO1HCnHKDCZxb+PiEJ90yR6+SJ1qNhqved9ocpkATyvzOT3TXq9Al6new7UXbNXZ42GYIGqjFO2F37clYmW2q8DSbFXjFVEiygUZYUKvnvBCqVXOa7FFzmrQWKuVzVwpCL/WiYichohJogUdlEhKdJlfq3/bJ4RJJSCjKos7vk1F/geqq82kR5SQWefPAUj7IMKFg1pr2loQfCW7lHNgmUy3UpNiSm+0mUrViZGPB1zz564NYhZV9ShRPm06hIHTGCDh7KHzSmbKv5Fs1DEelcsd8pJuuLWVGZr7uELqk2PJqvMPbVzL5i2T+PFMRhverzYuKkxfBboUaqJq2Y1sLu5W+Et2cxp4e2oYeO2w5WEm9Dd8S0uo5o4fd2rtIA6eWQnvPtaApx6CojdfGSVCTwcOiMNQpCqQEXQ3T2ecFCbhEsdCv26TKEbg0SgDf/ootJ8tXCvc4SaSYVOkNh+9MVee24uU4XY29cI9NIsGDEK+7nCbHz9lQ6sXgOlQvbKAFHpVFSIym7du3a/+/uLiYFStW0KFDB2k0SUKPwUo2TIGnKbLzothWUCOuX88L++/AfK4BpZE5WCKOBb9yzmgy3TgRmt0CUSm6ihFBE2qnXsX1cZ/xlFJY7gdSeC3rXqdKO/WB5Zd7PioFCuMwqgC7+qLjdJpxqVb2WxZ+lFmL3Dw8yt35jYSV91rZjDt1rKpRsLtgW9BkHQKusDEIP+QljiTzSAypCZeSGOWFERCVAumzYINDE/KNj9tKyQ2MEaPqObWlivq637hIPnZM4zMrVt5r9S+U74XbnnmOBM3gUz97R4Mp0OatBt+HosAUCum04Rnq1ajrV57iPR3G8vq2eViF1XNVmpfK/14R3QIris7gsKJgMjAs3alze4WTPIK9lAZOBq0nz5a9PMleTC6lXuwxMsr9LfCoDEJiNL3wwgu6v4uKihg8eHAoTiWR6DFUqMYp7ISw0LCsiJf6Ph7acl0fWpcomGibexOz4xdqE42C4L6UOXx7or/mabJ/YPldHu2mAiwxKkJr2vpXdh2eveQVpvw6wanRraNBqHoz1hX24Kgl0fc2L/Zo6uDqe2yq6O9sa4hV6IUzvc4LMvDIWNeOZfT2huSWJPpmhMV3cd7m4SEZ1JYqHqrPrJhACEyKvirQlSq+O4Iil+C0eAAwwfXrNK2wgDD4PsIUGGg9zfPfP+RTjo+951ZB4b6OdzO2w51+/558JRsTz1mjtZwmAITgxL4PqdfxoYr9PKhze8SVPIJirpB0SJ/psd2T+lu2n4uSsNCUMqaKKJ4xnUERVpcGclVubG1EyBr22qMoCocOHaqMU0n+7pSHdXTrbIFhBUe+aERr0yA+uPJzpl86leVDMoJfOeemmsZohdUoMscwCbxRjYpKO/sHlpHCtVfeMjfq4KBXkH7v3Wa82GKNrtFth0Vd+Xb7G4ZVga+MRJdv5FdTZBeJ4MkRmbptPuUFGRzTRMUxfcrV8bVKqpzEehGkJkRqBpPP5wWP1Wc2VfZJTD80WasmtQjFyfPkKQ/LHk/q4R5xVYpfdtpwd58x+D6EgJnmIrYouZzZ/ppXhzFqS/L6trdcv0GtNAO3vydf2F9wgFVCb5CaFKi78VFdfpEndW6XY1WPYfidCGg1Bi2EuvFx2/1WjuNv2YSJKeUhUHUuGqGcYZspnwzzCaYqRRR0nAQDV7vM7zJqbF1V85kgRJ4mVRkcwGKx8Ndff/Hoo496eJdEEhx2mNvTyq5pmLaKUUw21WfFzG8NXmTssyewihPlGk0/cTrumeD2nQNjwUatdUmJ0wrrcHGSk0vbIkwcPpeKgi2kY//ACkjczoU6uKH0wEcFHGyzFGt4RRjwoa3vss1k0ilpo5i5qG0HcAhzeVXdZ48L/ZrsEn1lo08rUheVcpnFFcf0OlfHzffqiYByhLyoPtt2tIGmyr6usAepkZmcsdbkv61HOX1XvnhCvFEPdzlmraVIEHOZ7Cn/PsQPY1GEBSHQ2u2YFWj++wvQfrzH7ydgoVhfKwANaBrThOaK1aCVkj4fyKe8K6OxpvQ3rqb98y0c+/vZeyRHth7OiXMnmbp+GlasPL1huhYCfaHTPdy+5QldEnvdrTOhzVi3n4e9F7Yqq4FDiDxNS5cu5aOPPuKjjz7i888/59ChQzRo0CAUp5JInDi4f6MuLAE2raM1KU/DwNXkX7ObsV/20oXF4jPvRSmuF9y+cyqtRtsm06uW2NqNlFePGK2wrr4mmbVNR2qeMXs1cAHMWZbt5JHwSvvIiJ3zbS0c1k+w/bd8RWn4UBdgPqf/DWcJ2Nv+UZ9W18Ip3dMFBp4wpdc87hya7v+KVD1m+bQnMDHzcEWCvXpMr40w9Xt1s4o2wu8+f+BV9VmD1Kba8Y+UJvJLURd2nWtLYZfXg+IJ8QnVK7ZqKLbwj76CNKjnbzUa5ZaDbGpyq1N/QkVYYP9HhtpD9njtuXVlvILvFYAOJEclcX2nB7E4/FTKBPwVFqXbz1Ulm9djdfSOdZiAS7X7crKLcnh6w3Ttt6zmUf7nt9f57LdXXDfo9UBivQhdNXFVJahGU2FhITNnzuT5559nx44dpKam8umnn9KyZUsWLw5QcEsi8ZLGTdMNRS4TW/SDpN4cKop3MgoUzIQXJ4Wu2WXWcvhumFberxoog3vGseCxVjx4Ywo33XyQZw4P4pN9n2Etr+92nH9chaOSo5LomXyp9/lYbsqLDR/qClhq5Oq2mRUztdrf55Xh4LPkABgam45hoh5to9m865Rf5e8KcG33+v4bYVpekW9ehYDCEVr1mR0OHhtXx4+5ZKyh8R4yDHNmsJ3fByPTJ6JS6NpjllMavADb4sDut2eEY9m8TszVHj9kJ3yhRUpvHhDROsPJBBTt+1j721Ulm9Oiz91YHQ3/dvd7DDu78sZNXT+NvcLkZOx541HMO1Hi9++4sglqeG7kyJHExMTwj3/8g/nz5zNt2jQURWHp0qV07tw5mKeSSFwS0zCFiae6MbPOhnKRSxMTT3Xj/oa2B5tR4qHAQmlkTmj6zrlpX7JsSw276rlGNEvrzuz6nzipgastV1x5JOyFI70ynNxMpIlJKYaJv6fqu0maLzcajBpuBiTAZ9ezTw0rJLYaTWK9CN8r6QySyzvlPsyXT+zWiYx6hQcRQE8Y9fnz+pxuqs/Uz79H22gyZrR3DncYfJ7+GC9eNVb1taVIkFATqV9WCggrF0zUPE/lcgyE17FJFfg7jugWhDLc2DSmCWuoCRRq20wOYUavQ4n5m51PYD9WVXldxT7s7GUyuCoE6tg3UygmFA8exerSc04lqEbTvn37+P333wG48847adCgAYcPH6ZmzZrBPI1E4pb9BQd4u/YBvj7XnBaWOuwxnyKr9gGuK59MHKuBVI0mS8Qxbml5c/CbXbowUI5n/8mMRbG6MGGnY1dhjvtEt6tZsZIamamrSLPHJ50mFQ/VPsY5Bi56XJV7XL7ZVZ8pH5Y6TX5+V/i5MTYdKw+9qqRz8T2Yi/bR5aKm7j8vL8fly0PYsc+f24eFF9VnHh8+QRq31w+5EBsWrthfcICFoiarRATXcZaZ5iKHPaw2j6+B0agZ+A5irk4GftZydKX5LpSu/SU5KomXOo7GvH2GbrtiF4r1KqepKMuWzO1I+izXY201GopPwIbH0JLBI2O1z0n1xt2/5mGdYrpqOH0nIrlTxKAoJmbc8C0NEwwqTcupTj3nVIIanouIqLhIs9lMamqqNJgklY46mWRFFLK6ZjZZEYVODTcH94zj7ckJ/NV8Eofa3MGp+isAF+7tQHFRaZVZnOoUJswsbuzk3haKmXtuv9ywasmVF8fjNXiongPnHAPDHld2lVx9d3diUOyy8nFUVIT5XeHnxhvml8K2wfdgESZum1PqWx+4IIRmXD0sXIYnPFSfeXW8yh53iA0LV6j3Ww5mPqemc7hIxUDx2iuFbc1j6VnpOhD6tb/bKcxoRYEwWwscr6pSDe8bjCUzVIqybGK8jsngdp+T2mbGkZHKWbaZ8nnPXMB800kaHt/q9hqrU885laAaTdu2bSMhIYGEhATi4+PZvn279v8TEhKCeaoqw9y5c2nTpg1duwZBa0QSFBwbbppL6hN5qh2f7fhRt1+hcpgzUduwRBzTtoUkp8mFgWKfsKsisPBGWf2KiV4xU9h5LqWRyYaHDqiNgosEdRX7PAMj4+z57x9CrHXWaUoItzXVVSc/r/NEHHFT1u9XMrVaYeXQ9iW3JNG3kn+jcWHyyYPi88PCg8SBV8erzHFXkmFhhL0xkYOZCaKuTbfKCAej0aOBX5QF+5cYG7BBymdSycbEA9aK9k9CgAmBWFZRtKG2XnIpmeKPNIYXxvXG3E1ObWYaUsardu1fTAgnY8uRgIoizhNBDc+VlZUF83DVgvHjxzN+/HgKCwuJiYk538ORlKOuhKKO9SE+8z4UTMzfZ8Wat5vuLRuSmhDpe6uEQEjpbzNMUCCxB0SlkAi6MOHguGVMSpuOCYFFwH+stSmqN5dlb7XDKnYbhkICvgYXOS6OIZibBpY6GWeNRbG+hJ2KUKK7/CuvcSzrt8uvcPzsvEqmLsqC6Kb8efFKXv1gl9bEFnxsC6K1eBlDhVEgbJ+ljxV0Xgv6eZA48Op4lTluV54xfxSy/eDK1N683ed1ANIbdLG1IXFsHQROBoRbCQ+derYDIQg7qmHG34WZlabjmnGhUBFWXZi51n1oXu17qbZx8qZq0UPofuGfi7l/zcNOb2uhCOc+cx4EXxPrRTCgWyxfrj+ubRuQHltlQ3NQSeKWEklls7/gAEpJPc1gAlvO0HtfFDLu5d0MmridTVsieKrbZG1lGRJFcNCXXX83rDxsYUOtBps/vjaT02ZorRPMCtyjnOaHH+q7DYX4JRyp4iLHJT97v1MI5qMvwgkvjde9/aASadhYOLM4VWfEuMoT8SoM2mq0Lf/CQGxP/exmjmnCtNFN3Peqsgsjtv7tKlJrZPkvNQDlHhP7JbLnVbU9jhVuigLDr0p0/yYXEgdqUva9NyR7rsgLwbjvHZzsfB4vqvxChVqpeceKsdy58m6+y1xje2g3uwkus29Y7ZzkDBUG17t951VIeBjmlJUTIvkGta9cbYRhR4P8vPWeQ/Me+l4a4iZ0b6RCDrZE8JHdpzjNB56+87wTJXy94bhu29cbj1fpKrqgeJpKS0vJzc3lzJkzxMfHExsbG4zDSiR+0zSmCRHFyZrBVIFt9rEKmL7oIIfavIk13NYuYUq3ScFXBPeQzKwmWneM+wtHfZQwBRpFZpNf2lDbZuQR8Vk4UsVVgnrWTq1ViXZeAQ+2epqX9t+nrcAfvfx5FOWszvtR1GUuz/Tupauq8jsRHFznV5QnL3uVTO3wHShYmZQ2k/WnepBbnOifAnHhHhy/L197janJ9h+sOsKilXksWpHH4pV57hPCHSqdHD2C9w5Jpk3j2q6r2oI07sIzZbz2STZCwJxPs4muHVYx5lD1mPMCj5WaHpKcXRZVuMoN6v4KNL0xJNel9pXbT5hzDzdM7Bdm978rD30v3WLf2BthqzTE+Lessur4XrZao3hKsYXorJgwefjOg9oMupLw22g6deoUixYt4oMPPmDjxo2UlJQghEBRFFJSUujXrx933XWXzPWRnDdKI3MQ5a0vjRBCsTXrDc9HIHhmwwz+2WJwpfSe+/GnX5jwaYr2sHtmaH36o1fXLhNwuFify+TOI+K1cKSKi+qm2JRWmJQTTiGYO7peS7+OjfXVc0VZurBjTFQKjimmRiFEx8R8l/jQu89l5Y2L9in/HR/Oflr6p0BsFMLApCXp+sL/VuYh3F2DfZ85g+7w9tc/Z1k2GTPau76eIPRIyztRwpxyg8lpzOFHQttjDvdyBx4NdDdGeDYm1waXq0rAEBlM9h4dtYx/NoV2hpOg5en97kPzgTYRNgjdN00Z4HRO22gE5t3vaQaTRcDTIoqxKQMwzsa0Ud36zoGf4bmXX36Zxo0bs2DBAvr06cOyZcvYsmULu3fvZt26dTz11FOUlZXRr18/rr76avbs2RPscUskbtlfcICyiKPkp76GwAI4GxWqNpNKSJLAjXpiKWZmfRGue9hNWVJKYZfXtYRVi4BnRDQdLlc8hlz8Eo4El9VN8clNmTQiTdO2URTbeb/NXaqrnlu3+i6XYUd7HBPzwfZdfJe5xvMYfezdZ5iUbPQdYMYS1cx/BWLHEIbt7DpldW/weA2Ofebsju1X5VFUCjQfqd/WfIRPD3635w1xjzn7noiDJm7XVT3mnSihKD/JKYxswkTNsPIqbjeGhNuiikquBHQcy3fC0YgQ1NvwKJ+2uYEUrWWJXWhe17rGDm8NZBce8mSsuqIOlSQszFYqjDqzAlOUQrJzN7o9TXXrOwd+epo2bdrE2rVradu2reHr6enp3HHHHbz55pssWLCAH374gRYtWgQ0UInEF1Tvxqn6KzhT51fCi5OoebYlcX+N0rw7eamv6yrnQpIEbpCIeajFq+Rudgh/WWFP7eF06XYKseFRzIrgaaUIpX0uf3TtzZY9RVzcIoq2jfWeDL+FI32sbjpZfJKH7M7TQJSSvvvtivQYD5o/amK+va6LV+P0sXef4SrV4Ri2qrmJZDx7gkkjjvovpKf27lvWHXe9utzhdqXtQVfJr1V6URbsXajftncRdJ3mtQHg9rzhgXuyXOFO08c+TJumvEt+6hwKYm1GvBUr/T4daAu1pV7mcnzNz+RymVLKXmGTKwDbnNAsPKLSKwEdvbNNKXNuT4KVy3bOYZvJxLrUwdRP7c9FqZc5JKwraB4yX0KkbozLka1tem19P7lW+z0bjS9MgSaK5+Kw6tR3Dvz0NL3//vsuDSZ7IiMjGTduHHfccYc/p5FI/MY+QdoScYySOn9wa98E3n4iwdaCY2Z7ru2hr3Y07NsUKAaJmDU7jjEss02LyoeNj2kVKApWrGvv4tGXvueVpVmMmrXTSU/Ib8kBN9VN6sNJDb8IAXM/OolSXE/b03ASd6P5s7/ggFOJss/SCA4J0D6tUluNJv+a3Yzb/SaDtmfw2bHBnrWRvKGsCE+9utzh6hoAdv2+1W3pt1+rdFcPw7x1Xo3X43nVRYLq2QtiLpMrD9e2fUU6Y0oIhYTM+wgrqTCGtSRpTMZJzlnLafhZNz4zHWObKZ8RyhlMiol53R+jYe7aSpEYsMexr9x+wpw0m1QUrPQ4/AkX/TwW6+JUW3VkoK1rXMlTnD0CRVl0TuzEq71f1LzHat6VPVZMxCd29+p01aXvHARZcgBsopYWiyXYh5VIfEZNkJ637R3mbp3HnK1v8Pq2ecy+/AUahvc27Ns0Of2x4BlOLhIxE5vdYlguH69sN8i9sZISkUleSaJhvovfkgNuclsys50fTkIoRJYkc6bcM2eYnFr+fqOck+DIOzjnbPmySj1UFM/hc6mkRmYCtma2ASeduspt8sGz4ngN6/4oZNDE7VxU8xj/10rRN5+289rknSghJT6SBY+14myx1btVuuF4sZXilxZ6/VC1H3PNSBNni63knSghMW+h79VaBhjdQ648XAKcjSkBYcUNKYuoWGRouU1qknPh3orv6f00O70xeIVC6gnBkI33Y3TfhboS0LGvXA5mHrTGMNt8yqYK7jgcTRsJnMdr9b11jZPch2I7rp2S+pWpA3TtUz4QNRjOORTFNgJTi5FendOrljxVCJ89TUuXLnX7uhAGN5hEch6Zu21eRbm7sPLAmkf45uC3/otCeosbF7d949kFj7UiJT6SfJFmqFidWZyq/e2Ys+K35ICb3BZXgnOTLx+tnSdPiWBjyzFOK/ZlW2oY5pwEJI3gJq/HF1qcXkxG+0HMu2gcGe0HcX39ZcHTknIs43eR3+UKdaUNMGPRIQbFLuO9VqMwKULz+Nl7bexze0bN2klWvo8aU05Tv9Un6QF1zFn5xYyatZNxL+9m9JSVOrFTrVrLh2OC67wlVx6ujs2iDBtMYy6mxqn2mEvqAw5GelQKJPW2/dfgdxqmwFTllCYBoqMSKgGNPMj/FTXYdMVSm9fIl0e3vwaevfitajSBFibOyt2gzatJWBimnKvIgwSsexZ6/O7d5ahVVXz2NA0dOpTXX3+dkydPcskll3DllVdiNlckQypKxd27fv16Xn75ZXbt2kVYWBg9e/bk0Ucf5cYbb2TdOu/dwRKJvxhNPlasPPzDRF2ODYQgp8lDpVJivQinkvl5177ExbkPoQgrZQJmHJroUU9IzTFw6gnnDje5LYn1jBv2Dk7vzPVteuqlDbpO0VbseaUJzJi93WU1m1/SCB7yerzug1aURcwv94CiehNs6uVd+94U+OpW0z6yE4z0o6cb2AziuLA8JqXNwFw+VtvK3YRSXoEWcL+uVqNtDWtXDdVv91F6wHEcyRGZTmKngR7T8dpceRYd79cB6bF8uf5FbLrUVvJTX2PgpfWM7zmD36lziX85IZQYsMeVZza5QTpEJUFpIeKHsSjCom9IDLYucIrJUATVZ6JSoDAOoxB0U8WijdEoXG/CSn7eeuKjbsSI6th3DvzwNAkh2LBhA2azmf/7v/+jW7duHDhwwGm/RYsW8cADDzBu3DhWrlzJRx99RLNmzbjiiivYt29fUAYvkXjCqC2CPSEVtvTQ381o0hj7VS/+7L2O66z16WiN551ah7XqP5PiunrOqSecJzy0SrD3hNn3vEuOSqJn8qUVn5Pdit2bai6n9wcwTp/6oBkcx6xYufqi4877+oo77SMfSU2IJK1GpmYwqShYOX7iJBCkfl2JlxrnrPggmaAaeJ2jNpMQnkdmcSoWEZigpTfXZpT/4ui5/WrDcdTHm4KJ+Mx7+fj3NcaCqg7tdcoETBVRzj3rQigx4IijZ9aEiSndJlX8blqNRrnlIK8k3cAUEaW1WrGgoFz2tmEOoN+4qGCNT+yu5V0Z5TSVCTggXPtlqmPfOfDD09SyZUveffdd7e9NmzYxfvx4vvrqK91+s2bN4scff6Ru3boAxMfH8+9//5sBAwYwYsSIwEYtkXiJOvk8sOYRp0RkgeDdPvOIq1nfN1FIX3AhEgfGk0acOQ/zMcHt3Z/irnWzsNZfwbk6W3iw9dPc0fVaJ4PJ7+o5L/R6EutFGK74soty2F9wgObhkTQsO6XpB7mrqlLf0zSmiW+fs5ucIaPcK5c5SkHQJ/JpjH4eO7FeBNdf2wPLbpPOcFIbC9859Cg92kYHrm3jlLMCmmRCeSsdT9jCnfdgVqxaH7+ZhycxufFMW96NH16OQHR71Pt1865TOGaJKJgxnUt0LajaajRKSn++3f4mD22dT5aAQsJ4RSm0tWCpJHFOe0a2Hs6JcyeZun4aVqw8vWE69WrU1QR4szExLWs9VhHFJ6ImTSjjkBLJNykDbNcYrLFq7XdUwVKb3EI2Ji3vStWSeoVCwhSbwfSQqMujDdJdHrY6ajSBH56m2NhYduzYof3dtWtXsrKc45YWi0UzmOxp0aIF8+f7l5MgkfjDyNbD+faGL5y6cpsVM10bdPbN8+EPWcttOkarhupychxzh66vv4yM9oO4aNtAhmy8n1sVm7aNJeIYKalnDQ0Yv6vnPHjBXKFqQi3JuIaET7vq8owS60XYWnmoSammCn0nv3Sk7MdpkDPkU7NPh+sVmCnoPDc4D5YgaB/Zc/UVHSjq+joC48bCQHC0bVqNtolO2j8GDDraG1Ie7jQ7hDu79LkJJQAvRzB0e1ITInXhKrBpslkic92H36NS6NdjGt+M+IWM6z7m0RF/YBp+KHgeGx/JLsrh6Q3TtRQCxzYp9r/9HMz8RCRZguBrzbnAce5ZJGrR0RrPQEs9OokGdLl8rtt5Vfuu1fnChSe9quGzp2n27NkMGTKEyy67jHbt2rFt2zaSk501P1NSUlizZg29e/fWbX/xxRd57LHHZIWdpFJRS2QNG3GGEjc5OWru0PRFh4h3yGMxIXhZKWCViCAHXHqPAqpKc6wi8vCQV71aDUQps+26mavX9M1fXZnzSSlWYTNx7h2cTNeLS+iwyA9PmD0ucoYSb+nvfdPe8ma9q9O+5sNv93P4XCpHf00MTKfJ/tgBah85EnPJWHZYLuLrzz5ny+mL+fOMTeJF9aQFTdvGnWSCu7G7C3dGdQjIGO3RNprpo5sA0KFZlM/Xllgvgskj0pi+6CBCKAgs5KfOoSziKN9lrvGqVZKW6+jQtqYy8aRuXmkNxzVNN/U8tt978+vXO50/l3Be7DWLLjXrEJ/Yw6vD20ubVAe8Npr27dtHs2bNSE9PZ8uWLSxfvpwdO3bQpUsXbr31Vqf933jjDW666SY6dOhAhw4dOHXqFF988QXNmjWTQpeS84LfPdoCwctWBqmRznksYQo0oYy8kgTCi5P4LfMgya31Y3YMP5ow+WYMengo2JcD7z9zwGXSJ8LCsi/XYRW2JioCW0uPeo3O+d93TsVNztDgnr3p0TaabfuKEEDHZlHO77cT+7tMmPgxYhKbT9nGGZTEU3faR1E3+XfMnfNp/dtdtGlUEfr67NhgnSfNVfjUJ/wNLRq8T2BCCTDc6XVivwcG94yjSeOzXLP4ToojszURW08Gu8vec+cBT0aR+tsP+ULQxf3dsKzI6fwZF11Dj3VjdK1XXHnoND049ZBUj0Rwr42mcePGsXfvXho0aKAZQr169aJDhw5ER0c77a8oCr/88gvffPMNO3fupF69erz99tt06tSJ5557LqgXIZF4S3JUUuUYSypuHkr2IpJqEq294VQm4MiJK0g79DgKJp5+FcqC4RkxwqC/meMD7J6bEjEpJvYLZ40mgZnD51J1h7RaIbw4KfDVsIcHu9umvQ6ePjWMtK6wR3B0mlyND3zWPtIoH7NaiaaOeUNRD+68OT24DxQjxfX0meWGKq4N6vL3WdeO0cryhRBsWb2UToMe8Gsowa6mKlQOc6bONswl9alxqj2lkTlYIo65NNj9zg8MEY5GkVMyODal/bf7vA5AeoMuoRmnm7zCkUm9tYVos/AIGn7WzWWlqyPVsVkv+JDTtGLFCg4cOMCgQYM4cuQI2dnZTJs2jfr169O8ufPqYty4cTRr1oxnn31WkxwoKiqioKCAxx57LKgXIZFUWdzkDtlPGkdKE5lxaJJWfWRB4aHSJCzlBhPY3NeO1WHaRK/qUKHPe/AKAx0kowfY60sLGJJym5b0qVbsoJgp7DKXo2X61jAmE3RKS9b1qvLZE2b0GWKC9g8Crh+02mfkIoykClwGJfE0iNpHgMsx/3d8eGgMZnvF9fRZsPFxrzSx8utcodNRNCmCDjkPkZ+9369hBLuaqmlME6KP9ydtxwKS980kbccCYo73d2mw+50fGEJGth7OlG6TUGz9AXh6w3QtJ1DNL7xjxVjuXHm3d70c/cGDFplaEduw7JTbilxHfMpJrEL4nAi+ZMkSPv30U2bMmMHy5cv56quvuPTSS532c2VkxcbGGhpZEskFi4s2II6TxmfHBnP9Hxns7fYhF1sTWHKmrWYwqTg+RAKe6F3kXOVm7jd8gH3956+ALemznzWWJ6zR5PX7jJhLxoa28ab6GXZ42Pb3thfh/TTObn3b/YPWoFxaFQwN6hhbjYar3nfe7o/0QHQLjBqtxia39nt4HolKsXnuNDVvnJPCi7IgZ7X29/HMP/Vq5diMu+NZO/0aQrAfomGlcSRk3qv9hlTpgbBSY8PTSJ4kJDlCPuAqGfyXvN8MvWI+LZZ8QcsrVBHOCwI3zbWNqI7NesEPo6lGjRq66rl+/frxxx9/uNzf0cj6+uuv+cc//uHfaENIZmYmvXv3pk2bNnTo0IGPPvrofA9JcsGhf8Cok4Za6ZMYkcfj15ZwrHY4WUKhNDIH4ZDL4/gQCXiid5Gv0IhfnR5giiIojsgGYIRyhhWm40wzFZKw/DrYOd9Q2ykonjB7tr+MfXPctD330yAiT7eL7jMy8PQVdX2dZ+7rpdOfCgpG2kf+SA9kLUd/r5gqp9zdXf6dgTcyNrW1ky6TRZiITWnl1+mD/RDNPFKMEPqbWAiFdzd9abh/QKr1IcLVomhD7sbK9Yp5o0Xm5HH1fN+qSf8zxzQJ/u8xRPhcPTd//nyGDh1K7969ufjii9m+fbtOBdwR1chq06YNYDOyJk6c6P+IQ0RYWBizZ8/m4osvJjc3l86dO3PNNddQu7b3Ym8SiSH2XcddJEdeX3+ZrXrukBVxyMRIpQ4LI46Rn/oa8Zn32nRmDEpyA04GdZGPU2/9SOZd+xJ3fdlLUxwef1NdHtpzgiRhYbZSUT2nYJe7QILuOJ4qgHzC4KGuCAuPDyxlwjJcV9A5aGXFJF5Kl6g6vp3bW9pPgO2v+K/GrFUqObjPUvoHdZiGuModC6tt6I2Mv+UgvyW9RIechzStpm1JL9EpuanfQxjcM44WKTXZsreIi5tH0bax//OvKj1gX5UlsDB751Ruu7Sb4f3nl7p+CHGVDN6tQXrlVM6phEDnLFhJ/5WNz0ZT27Zt+eWXX1i2bBnbt28nLS2NyZMnu9zfVyPrfNGwYUMaNmwIQIMGDYiLi+P48ePSaJIEhhvJgbzSBGYYyA0oWJltOsV3lkiy66/gTJ1fiShO4onedzI4vbPTKQKqCnQSrlOx0vGvh0kI/5y8EluuUt3Iusy+/AU+/v5+w+q5H3/6hQmfpugmwa4XB7Es2sXE3fMfnVlwUT227Cni4hYuHrRZy7XvQWCisMvrxFwy1vcxuMLeMEaxhRHb3e+7d8jI24PVp1YkfmOUFN5rnk2WwIUHqtOgB8jPvo7jWTuJTWkVkMEEwX2QJtaL4OaBpXyQYULBrEkPlIQfcWm0V6XqObAtioa2vJH3dy3Rtt3c8p90TuxUOZVzKq7uDft70oU0gVEieHVtoQJ+hOcAIiIiuPnmm3n22Wd58MEHiY+P115zbNirGlm9evXi4MGDpKWl8fXXX/t8zrVr1zJo0CCSkpJQFIVly5Y57TN37lwaN25MjRo16NatGxs3bvT5PAC//PILFouF1NRUzztLJO5wE/JQE1+N5AZMWGlKhZaZAJ5eP91tWEs4eie8xUU+jgkLKRG2hGk1Cb1fgxt544avEQ5Th1DMzPoi3GkSDCuNC17Iw0VS/bItNRg1ayevLM1i1Kydzk0/HQxXBStRm+7hm9XbfB+DEY6GMcLmbfIHH/NCgo5R/p2HMcUnN+WibtcQn9yUvBMlbN51yriVjQd8aovjJcN7NyKz7Z1kN5vIoTZ3cKr+CiJKEziV39DpuK6q50KWJ+QF2UU5muq2ypLdH5NdlMPI1sNZPiSD6ZdOZfmQjNAbdyn94crFtga+RmKfHloz2VNdW6iAH54mT1itjqukCiPr5ptv9vu4p0+fpmPHjtxxxx3ccMMNTq9/+OGHTJgwgTfffJNu3boxe/Zs+vfvz65du0hIsIUMLr74YsrKypze++2335KUZJvEjx8/zm233cbbb7/t91glEg03bu3UmrbEVyO5AaGY2IeJOsf6Ep95H0p549H31xzm4YF6gyMoq2M1H0fXtNSWMK2iTmpdLurCiW7PU3fjoyjC1mLiUItXyd2sr55T9w+qPpaDIKenJsGAy2q0ZV+to9PFrQJf2XqpxeUV3qzoQ42jdpeXYwrUSxSKEvTkqCRe6vu4pmMWfaw/CVn38uQfxzEpx3VjDGooOUi4G9N3mWsqzyvmRYoBYVHY/DCeQ3jVtYUK+OlpOnz4sE/7Z2dn+3MaHQMGDGDatGkMGTLE8PWXX36ZMWPGMGrUKNq0acObb75JrVq1dH3ytmzZwu+//+70TzWYiouLGTx4MI8//rhhRaA9xcXFFBYW6v5JJE64SY60T3z9X96tFUm1ipmT6c+TX9pAM5jAVv2z5ItwY8mBQFfHDuMUmJh5eBJHSisMIXVSW/jnYpqve5l2ZfW5zlqfj7u+Qs2OYzxWPvntCTPEdiyvVqzRLZw8YxZh4vDZ1OCsbIPtHfK0oj8fuKgAVQmGlyjUJejmkvrEZY7XksMdx1gVq+dcjalmWM3K84q5SjGwr5zbOd/Wt9DRYHJh8FfXyjnw02jq2rUrY8eOZdOmTS73KSgo4O2336Zdu3Z8/PHHfg/QG0pKSvjll1/o06ePts1kMtGnTx/WrVvn1TGEEPzrX//iyiuvZOTIkR73nzlzJjExMdo/GcqT+MPguM/IaDeI2xostJVvd3gYbjlIvY4P0S9+mLPkgAiy5IALFODa7vWdJrWy8KPaZJ2DmR9EOGPXP0dZ+FGXk6CqJ+NX7zlHHKq4WpxebFDl5/CgjUqhsMvrFRpY5QrbRy2JwXkgu9GR8hn1+lYNtfUrLNfCqRJEpUBSb5+FCn3h1j6JTr0LA3mQ2ldvhhcnuZXwUIsqAtIUCzKOFX2qwOWZsjOVVz3nKezmFJ62jZTr17k1+I2qbasDfoXnduzYwfTp0+nbty81atSgc+fOJCUlUaNGDU6cOMGOHTv4448/uOSSS3j++ee55pprgj1uHUePHsVisZCYqA8PJCYmsnOnd5ohP/30Ex9++CEdOnTQ8qUWLlxI+/btDfefOHEiEyZM0P4uLCyUhpPEGXfJkaBTflbUXJh295NdlMO3+R+QSl/dRG9SjCUHAk60Nhhnp9yH+fKJ3Rwqitf6m/2Q/ZN2riQsNKWM/SKMAwUHGdzzUlvlk11CdlBVlg1WvDG/jOeZob/y5IelFVVSwqYSbj8Jx1wylm8KerDsq3UcPpvKUUti8HWkUvrD76/CtpdtOlLbX3bbRsKb63OnqFyVCDTcYh/aU4ARfRO55aqEgL8f+0WFKuGh+z1Vg5DQyNbDOXHuJFPXT9MELp/qNrnyqufcVVXmrIaz+cbFC2Wngz+WKoBfRlP9+vV5+eWXmT59Ol9++SU//vgjhw4d4uzZs8TFxXHrrbfSv39/2rVrF+zxhoyePXsa5mO5IjIyksjIqv1jk1QB3PUlO53pcgW3X4RTGp6vkxwQWLh5oDW4kgMexhmvHMaakKKtxlUjbThFmuyARUDh0XUsO9DSKaelfpPQSg4gLKQn5QGxFZswrsS5+ooOdLq4VeBNbt3hoCPlk9ETzNyoSkYNt3jVPNkBx9CeABavyuOWqxLcvs8b7BcVFkcJD4cxutIUO19tVFSMBC6f2TCDp7pN5pkNM0JfPWeU09Z8hC0cp92v9g218So8/beRHFCZMmUK119/PTfeeCM33nhjMMfkM3FxcZjNZvLy9CJ3eXl5NGjQ4DyNSiLBhQ6SYutL5igWhy10tGJXLO27xmFSTJwqlxwIL07CWiOPW3o7V54Gpf+Ui9XkN7timfLhdt3E9lb3xxm84d+a7IBZgbobH+Odba2xCpu3V80XeXtyo9BKDgCnMzcgxADdNqcE4vLeeonRLUi8KEQGSKBGTwi0cCqTwT3j6NE22mejNJQ9yBwXFafrr+L2LlfRKuxqJx2oqpgIDq7HdUnCxWwdsbFyGpDbF2CE1XYwmMBmMJUbTl4UL/ztJAcAsrKyGDBgACkpKdx999188803lJT4XxoaCBEREXTu3JlVq1Zp26xWK6tWraJHjx4hPffcuXNp06YNXbt2Del5JNUUo3wXwN5gUsNKaq7NlCWlulJ9S8QxSqN38FT3yfyVXUeXXBu0/lMG5fwFnecy5cNSp4ntipoXOek0KcJCcrk8gYrVCqWn6wZXciB9ltPmlANT3auCG6hZhwSjhPDyxqZe4aZPYXUhsV4EXS6yCYd6Kz0Q6gRw+/5ttY9dxVeftuGVj5zlKapiIji4H5fa961SjDo1p81It0vFy+KFv6XkwLvvvovVauWnn34iIyOD+++/n7/++ou+ffty/fXXM3DgQGJjYz0fyEuKiorYu7dC7+HAgQNs2bKF2NhYGjVqxIQJE7j99tvp0qUL6enpzJ49m9OnTzNq1KigjcGI8ePHM378eAoLC4mJiQnpuSTVFPtV2tkjtiRfOxQFXjr8IKtO9tGq1dRSfVWduDS7K++9K3hX7LYTjiwJbld2h3L+PdkxWMVu3S5WK2wtiOIygc5wKhOQVaLP6VMffF3qBVFlOb6L0ya3quCVmSekCYWOoSJUUd7Y1Nu8JofvoDoZTCq+hl0CCe15gxreMpXE6qpRHb0byVFJPNVtMk9vmI5VWKtEGxWo8Japsgn2CerZRTnsLzhA05gmlTfO6BY4hePA9nfNeK/u2eosORCQTpPJZKJXr1706tWL559/nj///JOMjAzmzZvHXXfdRXp6Otdddx233HILycnJAQ108+bNXHHFFdrfahL27bffznvvvcfQoUPJz89nypQp5ObmcvHFF/PNN984JYdLJOcFVfumKMtQD8neYLIv7X/g+0dQiuuRtmOB02T/ZP1zwQ8n2Gn0pCaUGE5sZRF5zBW1GM8ZzIrNYHpQRHNF/1iWfOlsuARVZdlFCOuidu2ZXr8uAB2aRbnVaAppnpDW2NTOaPLFSCsPIxLdoloaTP6GXfwN7XmDGt6q4aZ6Tr1PVYNJQWFKt0nnVQ3cEXNJfSKKG2CJzAVsXuaHVszCfK4Blhq5vNT38coZb1QKdHsONjyq3+5DKDnUhnIoUYSjhHeQyM/P5/PPP+fzzz+nV69ePPzww6E4TZVB9TQVFBQQHR19vocjqcrsnK9LqvytwYuM/aqXbvLoenEJHRZ1tU32p9qTvG+m02Gm3R3Lret7OuULbR2x0b/KNIOH9bIfj+omtnnX/MDFfz2EghWLgDmiFm+J2uQpEWwdsZGw0jjdgy+7KEe7joDHqLJzvl3bFxO/NXyJsV/2MvZsFGXZQnKOeUK3HAyNUZKz2hYGdGTgaltowx3eCAhWcTbvOsW4l3c7bX9zQkstbFfZqPeg4+IDbPd0xoz2lIUfDf59GiSyi3K49NVJxB0er4ncHk2dC0BcZsW2Y43m8tP9MypvvFtfhI2Pld+v5aFkL+/XvBMlZB4ppmakibPF1tAVZhgQ6LM66IrgKvHx8YwePZrRo6vXj95X5s6dy9y5c7FYLJ53lkjAKQTTKSqFjJ4lOmPDvrTfVal0p7Rkhh537kvl86Tp5mGtNVDdU0SX1AIu+uEh1HwsswLjOcM7ROvCGPaTX6iTawXw5fpjrj0bUSkcir6JRic/1Jq3Ho65kbRQeXH8TeauxnID9lTFsIt9Mrir6rkfsqtmEjjAr5kHNIMJbCK3cZn3AIpuW/3D9/Bb5kGSW1fSeDs+DM2G+RxKNgrfni+D2h/8TgS3p7S0lMzMTHbt2sXx48eDcchqw/jx49mxY4dboU+JxAkHoUA1gVY1OOyTP9VSaVHei85eaNJVXyqv8aD2u+zHo1pft9nvrHYKdYUp8F3f1xjZerhh37GgJ9c66EkpWJnYaAYJ4RWJ4PYJpfnZ+0k5+RFqj3BFgZSTH5Gfvd+/83vCjQK8W3zo21WVCUTpOZC+dZ4Y2Xo4D7WdSllEHlktHuKv5pP416h9mkeyqiaBA4QZhBUVzIbbwoobhnw8uu/JjeCpq/cGu79gZeO3p+nUqVMsWrSIDz74gI0bN1JSUoIQAkVRSElJoV+/ftx1112yqkwi8QLVXa16mlyWSpuv1oQj7b1RKj6vjt08rPNKE3QT3KFzzj3yUMzEJ3Z3mfwbNB0pN+M1K1ZSIzOdcsIAjmf+SbzivP/xrJ3EJzf1bwyhoJrLDdjjT35SqDV73lu1l6VLOpJEJwRW8lNfY8qvE7i+TU+So5KCf58GkQMlmxA0cTCSRLnntKIaQ1EEndICyx32RFXsL1jZ+GU0qcKWzZo1Y9CgQUyaNImkpCRq1qzJsWPH+OOPP/jhhx/o168f3bp147XXXqNFixbBHrtEckHgaiKyVwKufewqvtrShq/JsqueC4IauKH2kQnCajtNcEdKE5lxaBJPNJ6JggWhmNnT7hHOnhRuk3/tqwADrp4zGK8VM9mltso9R89GbGprLFv1hp5FmIhNaeX/GNzhTgHe3Wq8KjTqDSKJ9SK078BxQeBIqDV78k6UMPejk7pQVnzmvRyq86tugRHU+zRIbM3KZPr37xLesCn1//qXJnJ7382x1I2sq5s37h1SIUIbCgMkGN9TVQzf+opfRtOmTZtYu3Ytbdu2dXqtefPmdOvWjTvuuIM333yTBQsW8MMPP0ijSSIxwN1EVBZ+1G2pdEbb9oGvjh0f1rYzwGfdadH5dUxKF90El3FiMOPGj+K3w+/y0NZ3yNryHrV+/I2GYrrusI5VSUGrnotKgeYjYc//aZtMLUbwXL/Lde1bVOKTm/Jb0kt0yHkIs2LFIkxsS3qJTqHyMgVarWcfJr0A8MYzEWrvQ+aRYp1HBmyhrBolKboFRlDv0yCw7MejTF+UR0Mx3Zbo3XABxbX2UhqZQ/NWb3GgcCMH29iq52qcbcFrn45CCCVk6tquvqdt+4ro28U7eaHqXDWn4pfR9P7777t8zWw2a0nRkZGRjBs3zr+RVRNkIrgkENw9MM5GeS6VDsrquNVoiO0Ay+y6lNv1dZuypFQ3wZXElHDL1gVYyx9ExRFZLnt6BbX3HNg8OXsX6j+LPYt47JObyS1JNHxgdBr0APnZ13E8ayexKa1CZzCBCw0bxftEcH+lCqog3nomQu19MDq+wMKky+/Q7sGg36cBon52qrGnYKL+X//iUJs7IPIkNcNq2sYbbsUqrCTtm45AKR97cDx1jh5Co88RYNI7Bzh9zuq1kaYVl+wtclJlrw4EJRHcnhApGFRZZCK4JBDcqSGryalq9ZzRPgv/XEy/Twcy+eep9Pt0IAv/XOzfQMqKcGrrIixcfdFxrRP5l0/UY3DT7WTlbtCFBNVEdUUR2tjU1aO76jm/MPDkmKhQI3dKLC3KgpzVxMdEcFG3a85THpPieZcLJBHcHm9VnwNJHveGxHoRXHFVrlZIIbBw6eWHuCf9Zm2foN+nAWL02anesVcuf54zZWe08Ya7WVT5y7IfjzJo4nbGvbybQRO3s+zHo9r3pDjczsLHZG6tuMRAlb064LOnaenSpW57zSmOn6hEInGJe3e1i1JppaJ6LmirYzeJyIlREdQ4sIDo7+8BrKRjYqRSh4WiprbrmbjveOdf0yk9XVeXu2LfMFUloKokg3FahInM4go1ci20k7dQqwwUmDjU8j/U7DgmtKGAwj04KyVbPYfnoltgW8NW/0RwFV88SD3aRjN9dBPAQZw0CGQX5fDOsbtQ2tQjvDiJ0sgcDhWe5PGif2i/k6DfpwGSmhCpSWSoKIpgep97uTL1EgBtvEaSJIoCx0+VkneixOfP0p2HcHDPOGrVMDHp7QO693gbTq3OPedUfPY0DR06lHnz5vHcc8+xYsUKt2Gp9evXc/PNN9OxY0c6d+7M/fffT3Z2dsj7wUkk1YnBPeM0b07GjPY6N/fI1sPZOmIj/7qyOZlt7iS72UQOthnFqfrfBnd17Kbv2TertxG16R4UuzL/2aZTpGgNe225VB1TUnWyCWDTyBnaUr/I8ktLynGc5VOXwMTMw5O0yjmwPZjTovJ1UgoKVlJ3/ZvRU1aGdmVr1H/OG+Mnazl6Y8tLqYIqjKNnQlGMPUiqV2Pi2weY/M4B1v1RGNRxqL8TS8QxztXZjiXimNPvRK2eC0qPxCCw7o9CB9tbcCR1Dg+sH0OHRV35LnONrjflsUZzNU+vUh4dnvT2Ac1L5AuePIQdm0U5eccVxbtwanXuOafis9EkhGDDhg2YzWb+7//+j27dunHgwAGn/RYtWsQDDzzAuHHjWLlyJR999BHNmjXjiiuuYN++fUEZvERyoeCo06SSd6KEbXuLeXPzUkoj8jlXZzul4fk8+P2j1AqrFVxtmVajbUrZA1drTTfzTpTw2Zfr9DIDgAkr3/V9jQV93+LtPnO5MrW3oc5OdlFO4FpSblCAa7vXdwrtxCuHDKUJkiMyQ6sL40/TXad8pnJS+odmjFWIytDtcaXBVEekavdrdlEOjaPTWD4kg4zrPmbriI3nLQlcy2ey2yawcjpqM6D3KC8fksH0S6fy8Z3388XMDswc06R8f8r39f3z9NRA2TBMJ/DK2A11c+bKwOfwXMuWLXn33Xe1vzdt2sT48eP56quvdPvNmjWLH3/8kbp16wI2hfB///vfDBgwgBEjRgQ2aonkAsJVSbZ95VEq88lPfY1T9VcANo/S2bKzwdOWsW+jYtfuI/NIsaE+k8DM2lN/cdf6WViFlejj/UnIvNepeifoiuAGJf2dch/myyd2c6govuIzLHIdxgu5Loyq+J63DhCQeKn7/Y3ymbwJ6VVxKpKZbX8Lg1BMZej2GGkwja4/jzHTjmAVR1AUmxenMHa5VjXXM9nDdxZCXOUzhRcnYYk4Bth+Q/O2vcPcbfN01X6t6wzCMa3Y18/Tmwq3Hm317UcE3oXZ/pbVc7GxsezYsYM2bdoA0LVrV7Kyspz2s1gsmsFkT4sWLZg/f77vI62iyOo5SSC4Ksl2XIGr2jJn6vyKJeKY5lHqmXxp4NVzbtqopCZEcrTMps80KW1Gedm+Ql7rxzSDyVxSn7jD4w2rd4KeK+IiYTpeOUz8RXZJ3uUeH/HDWBRhwSJMzDhkC+NVyso2a7n3feQuIGFLe7wxiCpLt2dk6+FcmdqbTbm/UHBKYc68BnbGnELc4Xs4HbUZS8Sx81o1B66r/UojK7yzJkzM3ToPK/p8xlUDewXl8/QkUGqTcdC/x1vjzL41k6NESHXA5/Dc7NmzGTJkCGPGjOHVV19l9OjRJCc7q5CmpKSwZs0ap+0vvvgiHTt29GuwVRFZPSfxF3ehCXerTXuPUsDVcx7aqKgrw4wTg3kt616sQsGsCBrunMVwigD31TtBzxUxyhkqF+N0otVolFsO8mPaMq7/I4PPjg2unJWth8/UCX9br1RxvAnFhLpyzp7vMtcweuU4Hl/xH6cHvvrbgvNbNQfGn0mfPvmIiBO2vzFxT8exmsGkYhEWTimZtveWf+4mF3lk3o7DKGUAAguz2bdmuqCr5/bt20ezZs1IT09ny5YtLF++nB07dtClSxduvfVWp/3feOMNbrrpJjp06ECHDh04deoUX3zxBc2aNZNClxIJ7lfihitwBSb8YxhXNu9E58ROwdGW8UKMcXDPOMoKDzMkcw4mNdkUK68ohXwnIslz0VBYnUDVVf6BgoM0iWkc2ArejRinoTcnKoWe/VOYn+5elTqoBCpweYHgbSimMnR77H8rRtVmAgvmsmjMJfUh8uR57znn6On5NncXrKl4Pb5mHCZMOsNJ9eAeBV1I1Bc8qberJNaLYEC3WL5cX9FrdkB67N+ies5ro2ncuHHs3buXBg0aaIZQr1696NChA9HR0U77K4rCL7/8wjfffMPOnTupV68eb7/9Np06deK5554L6kVIJNURI8NIrUJxfOAoiiAvdQ4zti1n1nZb/kLj6LTA84VctVE5e8TmGYlKIe9ECau+28SNLZ2b9TZXBDnl1Tvxak6Tw8MxuyiH/QUHaBrTJDghDxdinO7EIO3beoQcX8Nt/rZeqQaoD/9t+4oQ2CqvHAl13znQ6zCpumKqhIctI0ehwaGJCKz06XPkvPacszdculxUp8LgU0NxWJm6fpruPQoKr1z+PGGlccxYtN1eItVro8SX7yHvRAlfbziu2/b1xuPcMzjZ7Xn+Vr3nVqywJaDOmDGDTZs2kZ2dzeeff86qVato3Lgxe/fqRdiMjKyioiIKCgp47LHHgnsVEkk1RDWMptsly6pVKIN7xmkPnN8OZXPb2uspDc8HKjxKy4dkBJ4v5OS5Ka9XXjVUy8XJVG52mQz+7NUL+bHgEN0apJMS0dZplRqy1hQuxDhdenPsE91DbYgYtHqh+QjX573APVPr/ih0+TCuLM+DY27dqforOFPnV25LmswPq1qCnfL26u8akNfHd32jYGBkuNRv4lxMIRwqLRUUrkztTWa2f0aJr9+Dv8bPhdB7zuecpiVLlvDpp58yY8YMli9fzldffcWllzpXGqxYsYIDBw4waNAgjhw5QnZ2NtOmTSM2Npbmzat3gqNEEixcVaGoJcKJ9SKoHZ+jGUwq9tVzpvKfsQmTf/lCqtTAVUvQtQAp996kReVryeAWYSo/v4k1qXdyxTejtXyqb3OXkpoQSeaRYq2M2yh8GBS5AVe5TUbenJ3z4f00+OJK2393hrgQxaDVC3sXuc5p8lfbqRrgSVKgsnR7kqOSeKrbZN02S8Qxlhz8r8uEZkeMJDWCiavPKlo00n7jrrBi5UDBQb9zjXz9Hvw9T2XmsIUKn6vnatSooaue69evHxMnTnS5/5IlS9iyZYv297fffsv//vc/30daRZHVc5JA8KYKJVo0olZRR4ojsrSSY9WjdKDwYHAGEpUChXEYeW/ilcNMGtGO6YsGs66wB6mRmWQVp/L70SVYYysMoic/+Zb/ZF6EKF8l3zSwNLhyA47j7fUWrB2Drl9b1nJ9XpOrpOxQhr589Rxp16KG6C6MRHDw7JGoTM9DpwTnAqRzEZkoitA19DUZCDVWRgjR1Wf11Y7Nhp4l+23qfJAYpfdeuxIUdcTX78E5fQCGX5VouK8jnirzqjo+e5rmz5/P0KFDue+++5g/fz4PPPCA29YpqpGl0q9fP37//Xf/RlsFkdVzkkDwtGJb9uNRxkw7QsO900nbsYA6x/pqFWiAU65DQJ4cNx4PI49Y3OF7bImzgLmkPvUPj9cMQKuAj74IJ7w0Xve+oLamSOmPvq+bcK5SOx893Qy9YED+5tCds4rijUfi1j6JFdVeIfQ8GIlcEnmS8TfV1dS0BRbyUl/j29wKQdbKEOAEF5+VAq/sfEpnIJkwMbX7E0FVL/fHA6R2MhjZ12YsLVqR55UCubfJ5lWV/2/vzuOirPY/gH+eYVUQRBGQRcVdwRWXKM0FumalaXXzmnptua2QW5KlV7vdLmpZtiipWZk/l/Yyl9vivtwEVCRxScxwQwVXNhWQOb8/cB5neWZ4hhmYGfi8e/m6l2ceZs5x5PCdc77ne6wOmqKiorBv3z70798fJ06cQMuWLfHjjz+avd/aIIuoPrE0WCnVago+MwFfDF6LcZ0es/8hoxa2vp/OL8XwJmuwrsswLOnwHNZ1GYYRTdfJ27QVyw4IYHLH1+XBXQMNZvWdbr8k28JjMJvXpOOIpS/fcKDPXNPr6a8oL9GZSwQ3t5znQiz9+9Ydn7JiYx6EAMbeE2xyjJA9mSt/cU/fhjjZ+UnktnkVJzs/icImPxt8+KitJUSlv6u/PlBusjSvhRY9g7rjt7HpJtXLzRUUVRPg6c7/m/N0pFXvw6pNeQYfliy9ntJBwK7G6uU5APD09MSjjz6KRx991OQxYbTWoAuy1qxZg6ysLLRs2RIzZsww+T6i+srcdLXSYC2EhPE/vIpp8Q8iolG42W3H9tbS94Jc3LLydbSY3nI2vrrRFmeAW4X3bi0t3aLRAE/2vh8+zc7hX6n/gRZavJ6WjADvxvZJBlezS81RS1/NepleM7dEV8cTwZX+fRt/IBAAVm/Ow+i4oBpti36RSwEt+oT0xp8FOSj3uGAQnOgvI9fmEqLxwcU3PS5i7krDzR4aaOSfceNlu+omaFd3+dGa16sL5QaAagZNp06dQosWLRQf02qNjwMALly4YDbIIiIYBEq6r81VBi71zMVrqW8AqMxt0OU32DxNb2HrezPpJGB0/pybpEVLzws4Ay9UeF7CxRYpaHbqxcoN3LdyKW56XMTracny4F6tWlLmGO/8U3POW22xpuxAHa0Irs+45IMjt55vOb3NYEfna31nWNyFWltHfygHLpWzYxO3TZV/hgQEktPfxJfZ35jsSq1OgGdLMGPN69WFcgNANZbngMqjU5599lmLeTwFBQVYunQpoqOj8e2331a7gUT1gdK09e2DMW/nW1yIWCgng1deE5Ag4dN7lth+yKilGQ+FZa6bAsjR+9ylFVpAMhwV7b6EaKzjU8CDu4E75lf+r3FxS0ctfVlT5buOVgS3xFEHtyrt6Px32my81neGxRwhXf7O4intsWxaR4Q387JrTpOlvKnBEQMh6eXuCQh8fvQrxV2p1clNsmX50ZrXqwuH9QLVnGk6fPgwkpOTcc8998Db2xsxMTEIDQ2Ft7c3rly5gsOHD+PQoUPo2bMn3nrrLdx33332bjdRnWHpk96IfoGIbHUdD6yYAiEEbvj8bvL9WmjRrEGg7TM35mY83H0qA6o+b0KkvwJJVEDADVOEL87i1i+asqZodvpF+fw5XS7F0hkt7Hv2nDEL5+YBqPNLX67KUQe3mgviewZ1x88j11k8wzE4wNNizSlbWApcrvvmmByZYkx/OdHa3Wm2Lj+qfb26cFgvUM2gqWnTppg/fz6Sk5OxYcMG7Nq1CydPnsT169cRGBiIMWPGYMiQIYiOjrZ3e4nqnKqmrXNONEDIyWkQQoKAFhciFqCo6Ub5XrsFIUrLXW3HVh5RIrQQ0OCDM4k4XNIZuWURiLpbwO3Ss6gQFfAui1A8f668pLHJCfO27vSRqSkn4KilL2uqfNfhiuCWOGLreWv/SMU8wIz8TLyelmyxCGtN5uRYClxuepi22ZjxGGBNBXx7BDNK6QVKXL3cAFDNoEmnQYMGeOSRR/DII4/Yqz0uh3WayFaWBszbu2FuVywOPjMBpX6/ocwj375BCFA5SxM+pHImxt1HDpgqX1uLxLCFGJa1DvnlwcjfAnwxeS2yr+9B+wa9MX2+UOxDc4+BWBr/IQCgT0gv++6eq2oWyVF5T9bMcNXj2bBaPd4GlflM+snTEiTM6jtdDpgA83l3NZmTYylwWXHEtM29g2OQnne7hMWj7R82aKu12/ptDWbUJpK7erkBwMagiSrrNCUkJKCwsBD+/v6Obg65IEsD5t6jRYo76JbfvQa+zc7ZfgCuEt/wyj9nt5r8MneTtIjwOo388mBotcD4H17FNd8D0Ega/CPuI2zdEmLQh1/Of1Mzx6gAlbNI0MCg7IDSLJJ+IOjXtnYCEbUzXMVngOsXoKofZBNdPpNxABLRKExVEVZLZ0Xag/HOueAAT8U2A8DevAyDr7/K/hYz+kxDmG9otXbC2RLMqJ2Bq40CobWBQRORE5BPej9WjO7tbp/0bm4WqkfLMAQHRNZsoxR+8VcIDU6XRgC4vZMPqPx0/smlZ7F5xm6UlzS+taxwEV1Xmh6jYpedc0Bl9W+DXyYKCdT6Z86FDrT9NdVSc/6cfj4WJMiBkzPtAqxDlPKZtNBCgkZV3l1VZ0XawlxAodRmces/fbogr/LAXuuWEG0NZtTMwNWVcgNANXfPEZF9rdl1EU/M/R3vfnMGT8z9XS76dnsHXeV9ao9FsAvd0tatXUVauGHOqenILw+GJAmTnXwVogJF0mn06tAIwQGeNbtzTs4DMhqtw4fc/v+1feaccfssnT9nnI+l60fcV5XnABrvAiSbKVUEd5Pc0DskRrHopVJgX9VZkdVhaeecUps1t/4z7kekfyurd8LZo9q50q444xm42ioQWhsYNBE5WG0d01AtusN8H9gKzWMn8PTUmVg8pT0+/mcwSgI3G9xq/Onc3C8puyStK+UBQXu7Gri5JPHaqrJd1fEt5trfoBlnmGqIuYrgYb6hGBxRmXdXVekOS2dFVpelgCLMNxSj2hvmDI/q8AjeG6jcD2u39dsjmDH+YAdAnoHTqSvlBgAGTUQOZ2ngsuVYBLvxDa9c2vINR3CAJ3p1aIRu4RF4b8A8+ROvBhp54NadBu9eHmj2HpvJ+Ux69POAHHHmnD7F8+c0lcn1uscttZ9qxLhOj+G3selYds9HWBqfgsERA7HiyGp0XdkbT258Fv/Y9Dy2nN5m9vtr4pe/pefMLT6LL7O/MXjsq+xvMThiIH4euQ7Jd/4LP49cJwd51tZpigjygvGpZtXpT1UzcNWpH+WsmNNE5GC6gUv/E6xu4HLGKrq6pNGiItPhwzg/YlBcDW2OqCqfydFVto137QEAtJW7Eft/dOvrKvKxqEboVwTXFY1UW7HeeNOGJAGPxQXb3KYx8cFYtSmv8udGL6DYmau8xL3kwMdIObBEcYOFUkK5ObsPFRr8M6zu8r+lGTjdsTnhzbywbFpHXC/VcvccEVVfVQNXbZ17pYZ+UCQQCZ+IOBQ13QgttJi68U20ONzB4PDOTZuaQeocAHheghZ2SgRXk8/kDEesdHwKaNIVWHMH5J1xQnvrHDzAYvupRhhXBDdOqAaUd87p023P/2JzPlZuysPKjXlYvSmvWrvB9H+eJFQeWjw6Lkj+2dctcRufPZfy2xK5bpN+oLcn01N1Urc8i2103XjWSA1LZVOUEs17dWhk9Ws4Cy7PETlQVQOXM01rG+deSdCg2elEuJU1rWzbjWCTT5sS3OBRevuXj10SwavKZ9IJHwIMXu3Y5OqbxYBJUUKt8rXaWjqsx5Q2JxhTm3e3alOewQcEa5fNzR1arE8pp2lgxN0mhS4rRAX2nz5hVW6k8oHg1cvPMjdOAXDefM1q4kwTkQNZGrh0gZGzVNFVaqsuKKrwvAStd57JMqNABcq9zspf2yURXM3SW1XHq9QWpbbKn1VZl6m2Kc3cSJAgSRK0Qqu6WKw9ls3VPIdSTtO20zsUq5q7lTaHVlxW3SZbj08xpjROKdWZc3R6ga0400TkQGoTS3UJ2I4caJTaqguK3CQ3vH3PNMww+rR554CTEF5XAFjeym2Vqg64dfTOOaW23trpBMkNuPujyj/615jPVCt0O+j0Nye8P/BtHBi7B+uGf6v60Gt7JISreQ5ztaUSuj1rsnuuZ8swq9pUE7PYxuNUXdo1p8OZJhvxGBWyhXHBPON8Jmc6dkCprYl/bYLGLedAQIs+Ib0R1un2p830gh8xM2OynHA7q+90+1UDt8TZjiUxV5G8tquUk0VK+U3m2Ou8tsSHwrDwu1yTBHAdczlNz3b9Bx5sM8zkgGFr21TTs9h15ZBefZIQxlkIVB26Y1QKCgrg52d9Ih3VX2t2XTQIRGbcSt50xmMHjNs6OO48Pr70jLyL542e76KP/1B4+FzF4PV3mFRZ/m1suu0zTcVnKotVGi/PjT5RGXzk7zFMvjZ+nOqt3OKz6Lqyt+nyHCRoYf1RP7Z8qDFOAn/xoTD8fUiIyX0rjqzGxG1T5aBOgoS/dfgrvsz+RnH3XN6VMhw4XgwBoFsVu+fsydLfhaPapMTW39WcaSJyIHN1mNqFN3C6YweU2qq/O87nYhw++SQSnyIbkiTgE165s06nql1JqlmaSTrz862ddUYBE5e/CMrLXfrHklh71E91DxxWSgJfuCYXQ/o0MXm+wREDIUGS2ygg8PnRr+THjdu8+1ChVTvo7DHLVNUHPGva5OyY00TkQOaSQTOPFTvdsQOWEsHdypqi2ekXId0aUoSQDHbWAXasBq5UOFJyqywcaXA0CQBogAd381gSAqBcpd6YNTs8dYVcrd0NZk0l7j8Lckx2yxnTtdma0wXW7LqIYa9m4bn52Rj2apZ8dJO1qnpNpz7xoBoYNBE5kLlEye7tfJ0ugdJSIrhHaagcMOlIcINXaRgAO1cDV0qu7r+kcnu/UimCmyW2vybVCcZHqRif4QZULn+pCe5tCTqsSZBu7R+p2E591p49Z89ApqrXrEvnzgEMmogcytwOlqhWPhjat4nBvUMVpu5rk1Jb4+MvAF5XUe51FsLo07AkCZR7nauZxuidiSfXYDI3A8Wt/KRnXKfH5CNIVt37mVwV3Bq2Bh3W7FzbcnqbQZK6BAl9gnsZ3PNo+4etOnvOnoFMVQf21rUddMxpInIwpR0seVfK8GOaYc2VH9Mv44URYQ4NnEzbGoOw/dPxr9T/4ELEAjQ7nQgJbpAA5EcsRLnnBQCwXzVwfb7hhnlKzlAFnJzeiiOrDY5RMd41JyCqzL2zR50mNTvXdBXMjdu4Ny/D4Ouvsr/FjD7TEBYQqmq32uETprOv1Q1kjHfVApAP7B3RL1DVLkFXwqCJyAkYJ5Q645lzOvptzS0+i9fTkvUG9VsfKSUBoXBmll0SwS0xt72fCOqOUVGTe2fvwpDmVJW4rqP/s1VVMJZ3pQwLv881ea3EkdX/QGbuwN7YKD/sPlQoB0wSgMQRYS6bBA5weY7IKbnKlHbG6Rx4FkbBs6Rt7SWCV8U3HAgdyICJTJg7RkW3RKe2AKs9CkOqyYlSymfS3PpPnzU/W0ofyACgc0sf1W1Xek6lA3sPHC9W3CXoqkngAGeaiBxOaduvKxSFq6zZ5I0wUVncUikR3LssHCWel+xXDZzIBg3dGypeFxBWF2A1N6OjZhu/uZwo45IiSvlM7w2cBwCYvP1lVIgKk5+tqrb/18QsmbnnFIDTzphXF4MmIgeyNMA5y5lzSoxrNknQyL94dDQaYMPopci5kSlXDCdypGs3r5l9TEDg32mz8XC7EaqDe+NldbUFadWeO2eczyRBwuCIgQCApfEfAgD6hPSS26smGKuJD2TmnrNbG99aWcasTQyaiBxE7QDnTMGSjnLNptsBk+44mANFv8g5JNZWWyayN6VjSfTZknendvYIUDfbY+7cuSUHPkbKgSWKP1NqcyFr4gOZued09hlzazGnichBXLl+SUSQFyTJ8glMka2uGyTd6ioX5xafrY0mEpkwrtNkzJa8O2t+ntXkRCkV4pQgIeW3JWZ/pqzJhayJQ8CVnnNEv0Csm90Fi6e0x7rZXVw6CRxg0ETkMNYMcNWtPFxTggM8kfDXxhBQPqhaCCDj5BmTT8rWVFsmqgnjOj2G38amY93wb/H6HTPlAMrWvDtrN29UFUzoAjz9GVwBYVIdXP9nyjgYkyTgsbhgk9d2tvHElfDAXjvhgb1UHeYO6zW+x1nPbfow/SvM3fwNmp1IMkgE12iApTOCMHjdHQaDvN0O7SWyk9zis8gpOIFI/1Y2/7tcs+uiyVKULT+rucVn0XVFb4vHqCj9TOVdKcMXm/OxclMehNG4UZPjiVISvLONXzyw18FSUlKQkpKCigrlT9xEtrAmT8IRXujzKG56XMQ7GxYi8HQCJLgBEJg+phUOFP1iksTKHXTkbMJ8Q+32b9LaXKGqdtqZO3dOl5dlaXZs1a2ACbg9btTkQeBKwVFslJ9Tj1/VwaDJRgkJCUhISJCjVyK1jHegCYUBxZmLXAK3i1v6IA66wpYCAicLT+HfB83v/CGqi9SUG9BRMwOjq9NkPFv788h1OF10xuyu1OocBG7LeGLuw91/nop06vGrOhg0ETmIuYHtwPFiBDTyQESQV61VHq6uPwtyIJUGGBS2lKDByrVaSJ0CAM9L8r1aaGu+IjiRg1izDGVLnaZ3B7yFw5ePWNyVqjRuSBLg6SFBkmBQiNIe44m5sUwCnHr8qg4mghM5iLmDLqd/nCNXCd59qNDmysM1qbV/JBpc62xS2FIICV5lYQbXaq0iOFEts/YAXzU77czVaercpFOVu1KVEsIhgDc/Pw3cyp8E7DeemEuCDw30wpj4YPkxZxu/qoMzTUQOYlwQTjew6YZI3cC7bnYXrJvdxSmLXO7J9ETwiZdNrms0wIwBT2FWxhTFqsVEdYm1y+i21GlKO59udleq/s+XLr/qwPFiTP84Rx5XBCpngOY8HYmubXztMp4oFbcc2qcJnpj7u3zm3Nh7gjE6Lsipxq/qYNBE5ED6iaOXi8oxfWmOweO6gdfe9VTsQffpGjD8iKm5VdhyRJ8YPNi5n912JhE5K2uX0YMDPDG0bxNsSL0sXxvap4linSb9AEkDDfqG9DG5bm4WNzjAEwGNPEzOhRMCCGjkYdcxRX8sa+ClkQMmoDJQW705D6Pjguz2eo7C5TkiB9MVhNMdOaDPmdf/zR38mfyPSDmXI8w3FP3C7mTARHWatQf45l0pw49plw2u/Zh+2WA5z1ydpsOXjxgU6KxqFrc2D//WjWXXS7UuW7i3KpxpInISrnBIrz5zn667tvF1XKOIHMSacgNql/MGRwyEBEnOaxIQmLz9Zfw8cp3i2XNKHDGuOPsGFlswaCJyIs58SK8xVwvyiGqa2rMi1QYVSnWaKkQF7vnufggI1ec51va4UpfHBlYEtxNWBKf6ypraNER1ndqfBzXVw3OLz6Lryt5mDxgGnLvKvjOODawITkQOpfbTNVFdZ02tJjWzP2G+oXit7wy8npZcWZPJqNAloLxzzlnUxbGBieBEREQ2srZWE3A7cdpcYLHiyGo5YJIgIa7FIJN7WP+sdjFoIiIispGagpXG8q6UYe/RIsXASlfcUrc0JyCw8dRmk/tm9Z3ulLNMdRWX54iIiGxk7Y6xqpbylIpbKukZ1N3WppMVONNERERkI13BSn3GBSt11Czl6YpbWsKludrHoImIiMhGagpW6qhZytMlgZvDo4kcg8tzRERENrLm/Dm1S3k9gropvtbsO1/H8DYPMGByAM40ERER2cia40rUHruitETnJrkxYHIgBk1EREQ2sub8ubwrZQhv5oVl0zpi8ZT2WDe7i2I9J935c2rPmaOax4rgt1y9ehXx8fG4efMmbt68iYkTJ+Lpp59W/f2sCE5ERFVVwbamAKZObvFZ5BScQKR/KwZMNrL1dzWDplsqKipQWlqKhg0boqSkBNHR0di7dy+aNm2q6vsZNBERkSV5V8ow7NUsk1ymdbO71LnK2c7K1t/VXJ67xc3NDQ0bNgQAlJaWQggBxpNERKSWpWKVQPUKYJJzcZmgaceOHRg2bBhCQ0MhSRLWrFljck9KSgpatWoFb29v9O3bF+np6Va9xtWrV9GtWzeEh4cjKSkJgYGWp0yJiIiAymW3Ya9m4bn52Rj2ahbW7Lpoco81yeLknFwmaCopKUG3bt2QkpKi+PiXX36JKVOm4LXXXkNGRga6deuGIUOGID8/X76ne/fuiI6ONvlz9uxZAEDjxo3x22+/IScnB6tXr0ZeXl6t9I2IiFyX2nPnjJPFJQlIHBHGpTkX4jJ1moYOHYqhQ4eafXz+/Pl4+umn8cQTTwAAFi9ejA0bNuDTTz/FK6+8AgDIzMxU9VrBwcHo1q0bdu7ciUceeUTxntLSUpSW3p5SLSwsVNkTIiKqS6yp0TSiXyAKr93Egu9yIQSw8Ptc+Pm4V5kMTs7BZWaaLCkrK8O+ffsQHx8vX9NoNIiPj8fu3btVPUdeXh6KiooAAAUFBdixYwc6dOhg9v45c+bA399f/hMREWFbJ4iIyCVZs+yWd6UMC28FTID5WSlyTnUiaLp48SIqKioQHBxscD04OBjnz59X9RwnT55E//790a1bN/Tv3x8vvvgiunTpYvb+V199FQUFBfKf06dP29QHIiJyTUrLbo/FBSvey2Rw1+Yyy3M1rU+fPqqX7wDAy8sLXl5M3iMiosplt9goP3yxOR8rN+Vh5cY8rN6UZ1KHSe0RKuSc6sRMU2BgINzc3EwSt/Py8hASEuKgVhERUX2zalOexaU3JoO7tjoRNHl6eiImJgabN2+Wr2m1WmzevBmxsbE1+topKSno3LkzevfuXaOvQ0REzk3t0tuIfoFIHBkGSYKcDK5UooCcj8sETcXFxcjMzJSX0HJycpCZmYlTp04BAKZMmYKlS5di+fLlOHLkCJ5//nmUlJTIu+lqSkJCAg4fPow9e/bU6OsQEZFzU5sQzmRw1+UyOU179+7FoEGD5K+nTJkCABg/fjw+++wzjBo1ChcuXMCsWbNw/vx5dO/eHT/99JNJcjgREVFN0C29zV51Elqt+UN7rSlRQM6FZ8/ZCc+eIyIioOpDe3kGnePw7DkHY04TERHpCw7wRK8OjcwGQMbJ4OZmpMj5cKbJTjjTREREOlXNNqm9h+zL1t/VLpPTRERE5ArW7Loon0WnkWBSqwlgwOSqGDQRERHZibnDe2Oj/OTgSE1QRc6JOU1ERER2UlWtJnNBFcsNuAYGTTaqD4ng165dQ8uWLTF16lT52vr169GhQwe0a9cOH3/8sQNbV78ovReWrlPNUPr7fvfddxEVFYXOnTtjwoQJYLpo/RQR5AXJQq0mnj3n2hg02ag+FLdMTk7GHXfcIX998+ZNTJkyBVu2bMH+/fsxb948XLp0yYEtrD+M34uqrlPNMP77vnDhAhYuXIh9+/YhKysL+/btQ2pqqgNbSI6y+1AhoBcUSZLhzji1BTDJOTFoIouOHTuG33//HUOHDpWvpaenIyoqCmFhYfD19cXQoUPxyy+/OLCV9YPSe2HpOtUMc3/fN2/exI0bN1BeXo7y8nIEBQU5qIXkKLqlN+M5xtio27u0ggM8kfhQmBw4sdyAa2HQRBZNnToVc+bMMbh29uxZhIWFyV+HhYUhNzdX/vr8+fN48cUX0bp1a3h5eSEiIgLDhg0zOBuQrKf0Xli6DvC9qAlKf9/NmjXD1KlT0aJFC4SGhiI+Ph5t2rSRH+f7UD8oLb0JYbj0tmbXRSz8LhdaAUioPKyXSeCug0ETmfXDDz+gffv2aN++vervOXHiBGJiYrBlyxbMmzcPWVlZ+OmnnzBo0CAkJCTUYGvrNnPvhaX3iO+F/Zn7+75y5QrWr1+PEydOIDc3F7/++it27NgBgO9DfaK09CZJt5fejJPABYCFa3KZBO5CWHKAzEpNTcUXX3yBr7/+GsXFxSgvL4efnx/i4+MNZpZyc3PRp08fAMALL7wASZKQnp4OHx8f+Z6oqCg8+eST8tc//fQT/vOf/+DgwYNwc3NDbGws3n//fYNP53Sbuffi+vXritdnzZrF96IGmHsfOnXqhLZt26JJkyYAgPvvvx+pqam4++67+T7UI7pK38krT8qH8UJU5jmN6BfIM+fqAFYEt1FKSgpSUlJQUVGB7OzsGq8Inlt8Fn8W5KC1fyTCfENr7HWMffbZZzh48CDefvtt3Lx5E506dcK2bdvg7++PmJgY/Prrr5AkCYGBgUhOTsarr75q8fm+/fZbSJKErl27ori4GLNmzcKJEyeQmZkJjcY1JkAdVZxO/70wd/3y5cv1570oPgMUHgP82gG+4bX2svp/36mpqXj++eexe/dueHh4YPjw4XjmmWfQv3//+vM+EIDKceGBV7MgFM6VA8Az5xyMFcEdLCEhAQkJCfIbUZNWHFmNSduToBVaaCQN3hswD+M6PVajr6nE3d0d77zzDgYNGgStVouXX34ZTZs2RXp6OoQQ6NixY5XP8fDDDxt8/emnn6JZs2Y4fPgwoqOja6rpduPsxen++OOP+vFe/P4JsPMZQGgBSQP0/wjo+FStN+OOO+7Afffdhx49ekCj0SAuLg7Dhw/Hnj176sf7QLLT+aUwnorQzSb16tAI08e2xOxVJ6HVMgncFTFochG5xWflgAkAtEKLydtfxuCIgbUy4/T4448bfD18+HAMHz7c4Jo1k5bHjh3DrFmzkJaWhosXL0KrrezXqVOnnP4XhJqKvzXJ+L1Qul4v3oviM7cDJqDyf3c+C4QPqZUZJ+P3ITk5GcnJyQbX6sX7QAZ0eU3Gs0kNvDTYe7QIsVF+WDe7C49QcVEMmlzEnwU5csCkUyEqkFNwolaX6Sxp164dJEnC77//XuW9w4YNQ8uWLbF06VKEhoZCq9UiOjoaZWXOnxDpCnkJ9eK9KDx2O2DSERVA4R+1ukxnSb14H8iALq9JN5skScCg7o3xxNzfnXZmmtTjQrmLaO0fCY1k+Ha5SW6I9G/lmAYpaNKkCYYMGYKUlBSUlJSYPH716lUAwKVLl3D06FH885//RFxcHDp16oQrV67UcmurzxWK09WL98KvXeWSnD7JDfBr65j2KKgX7wOZGNEvEIkjwyBJlSUHNmdc5bEpdQSDJhcR5huK9wbMg5vkBqAyYHp3wFtOM8uko0uK79OnD7799lscO3YMR44cwQcffIDY2FgAQEBAAJo2bYqPPvoIf/zxB7Zs2YIpU6Y4uOXq6T5J6nJznTUvoc6/F77hlTlMt34mILkB/Zc4zSyTTp1/H8hE3pUyLPwu1yS3SYfHprguLs/ZSH/3XE0b1+kxDI4YiJyCE4j0b+V0ARMAtG7dGhkZGUhOTsZLL72Ec+fOoVmzZoiJicGiRYsAABqNBl988QUmTJiA6OhodOjQAR988AEGDhzo2MZbYUS/QMRG+Tl1XkK9eC86PlWZw1T4R+UMk5MFTEA9eR/IgNISvj5nm5km9VhywE5s3cZIRER1Q96VMpPSAjq6mWnmNDmGrb+ruTxHRERkR7olfMko93HsPcFYN7sLAyYXxqCJiIjIzvQP6dVZvTnPAS0he2LQREREZGeWilyS62LQREREZGeuUJqErMegiYiIyM5cpTQJWYclB4iIiGqAK5QmIeswaLJRbdZpIiIi1xIc4MlgqQ5hnSY7YZ0mIiIi58Y6TURERES1gEETERERkQoMmoiIiIhUYNBEREREpAKDJiIiIiIVGDQRERERqcCgiYiIiEgFFre0E125q8LCQge3hIiIiJTofkdXt0QlgyY7KSoqAgBEREQ4uCVERERkSVFREfz9/a3+PlYEtxOtVouzZ8+iUaNGkCSp6m+oBYWFhYiIiMDp06frXJXyutw3gP1zdeyfa2P/XFdVfRNCoKioCKGhodBorM9Q4kyTnWg0GoSHhzu6GYr8/Pzq3A+GTl3uG8D+uTr2z7Wxf67LUt+qM8Okw0RwIiIiIhUYNBERERGpwKCpDvPy8sJrr70GLy8vRzfF7upy3wD2z9Wxf66N/XNdNd03JoITERERqcCZJiIiIiIVGDQRERERqcCgiYiIiEgFBk0ubs6cOejduzcaNWqEoKAgjBgxAkePHjW458aNG0hISEDTpk3h6+uLhx9+GHl5eQ5qcfXNnTsXkiRh0qRJ8jVX71tubi7Gjh2Lpk2bokGDBujSpQv27t0rPy6EwKxZs9C8eXM0aNAA8fHxOHbsmANbrF5FRQVmzpyJyMhINGjQAG3atMEbb7xhcHyBK/Vvx44dGDZsGEJDQyFJEtasWWPwuJq+XL58GWPGjIGfnx8aN26Mp556CsXFxbXYC/Ms9a+8vBzTpk1Dly5d4OPjg9DQUPz973/H2bNnDZ7DVftn7LnnnoMkSXjvvfcMrrt6/44cOYLhw4fD398fPj4+6N27N06dOiU/7szjaVX9Ky4uRmJiIsLDw9GgQQN07twZixcvNrjHHv1j0OTitm/fjoSEBKSmpmLjxo0oLy/HX/7yF5SUlMj3TJ48GevWrcPXX3+N7du34+zZs3jooYcc2Grr7dmzB0uWLEHXrl0Nrrty365cuYK77roLHh4e+PHHH3H48GG88847CAgIkO9566238MEHH2Dx4sVIS0uDj48PhgwZghs3bjiw5eq8+eabWLRoERYuXIgjR47gzTffxFtvvYUFCxbI97hS/0pKStCtWzekpKQoPq6mL2PGjMGhQ4ewceNGrF+/Hjt27MAzzzxTW12wyFL/rl27hoyMDMycORMZGRn47rvvcPToUQwfPtzgPlftn77vv/8eqampCA0NNXnMlft3/Phx9OvXDx07dsS2bdtw4MABzJw5E97e3vI9zjyeVtW/KVOm4KeffsLKlStx5MgRTJo0CYmJiVi7dq18j136J6hOyc/PFwDE9u3bhRBCXL16VXh4eIivv/5avufIkSMCgNi9e7ejmmmVoqIi0a5dO7Fx40YxYMAAMXHiRCGE6/dt2rRpol+/fmYf12q1IiQkRMybN0++dvXqVeHl5SU+//zz2miiTe6//37x5JNPGlx76KGHxJgxY4QQrt0/AOL777+Xv1bTl8OHDwsAYs+ePfI9P/74o5AkSeTm5tZa29Uw7p+S9PR0AUCcPHlSCFE3+nfmzBkRFhYmDh48KFq2bCneffdd+TFX79+oUaPE2LFjzX6PK42nSv2LiooS//73vw2u9ezZU8yYMUMIYb/+caapjikoKAAANGnSBACwb98+lJeXIz4+Xr6nY8eOaNGiBXbv3u2QNlorISEB999/v0EfANfv29q1a9GrVy/89a9/RVBQEHr06IGlS5fKj+fk5OD8+fMG/fP390ffvn1don933nknNm/ejOzsbADAb7/9hl27dmHo0KEAXL9/+tT0Zffu3WjcuDF69eol3xMfHw+NRoO0tLRab7OtCgoKIEkSGjduDMD1+6fVajFu3DgkJSUhKirK5HFX7p9Wq8WGDRvQvn17DBkyBEFBQejbt6/BEperj6d33nkn1q5di9zcXAghsHXrVmRnZ+Mvf/kLAPv1j0FTHaLVajFp0iTcddddiI6OBgCcP38enp6e8sCmExwcjPPnzzugldb54osvkJGRgTlz5pg85up9+/PPP7Fo0SK0a9cOP//8M55//nlMmDABy5cvBwC5D8HBwQbf5yr9e+WVV/C3v/0NHTt2hIeHB3r06IFJkyZhzJgxAFy/f/rU9OX8+fMICgoyeNzd3R1NmjRxuf7euHED06ZNw+jRo+XzvVy9f2+++Sbc3d0xYcIExcdduX/5+fkoLi7G3Llzce+99+KXX37ByJEj8dBDD2H79u0AXH88XbBgATp37ozw8HB4enri3nvvRUpKCu6++24A9usfD+ytQxISEnDw4EHs2rXL0U2xi9OnT2PixInYuHGjwbp7XaHVatGrVy/Mnj0bANCjRw8cPHgQixcvxvjx4x3cOtt99dVXWLVqFVavXo2oqChkZmZi0qRJCA0NrRP9q6/Ky8vx6KOPQgiBRYsWObo5drFv3z68//77yMjIgCRJjm6O3Wm1WgDAgw8+iMmTJwMAunfvjl9//RWLFy/GgAEDHNk8u1iwYAFSU1Oxdu1atGzZEjt27EBCQgJCQ0NNVilswZmmOiIxMRHr16/H1q1bER4eLl8PCQlBWVkZrl69anB/Xl4eQkJCarmV1tm3bx/y8/PRs2dPuLu7w93dHdu3b8cHH3wAd3d3BAcHu2zfAKB58+bo3LmzwbVOnTrJu1l0fTDe3eEq/UtKSpJnm7p06YJx48Zh8uTJ8qyhq/dPn5q+hISEID8/3+Dxmzdv4vLlyy7TX13AdPLkSWzcuNHgFHlX7t/OnTuRn5+PFi1ayGPNyZMn8dJLL6FVq1YAXLt/gYGBcHd3r3K8cdXx9Pr165g+fTrmz5+PYcOGoWvXrkhMTMSoUaPw9ttvA7Bf/xg0uTghBBITE/H9999jy5YtiIyMNHg8JiYGHh4e2Lx5s3zt6NGjOHXqFGJjY2u7uVaJi4tDVlYWMjMz5T+9evXCmDFj5P/vqn0DgLvuusukPER2djZatmwJAIiMjERISIhB/woLC5GWluYS/bt27Ro0GsMhxs3NTf7U6+r906emL7Gxsbh69Sr27dsn37NlyxZotVr07du31ttsLV3AdOzYMWzatAlNmzY1eNyV+zdu3DgcOHDAYKwJDQ1FUlISfv75ZwCu3T9PT0/07t3b4njjyr8rysvLUV5ebnG8sVv/qpm8Tk7i+eefF/7+/mLbtm3i3Llz8p9r167J9zz33HOiRYsWYsuWLWLv3r0iNjZWxMbGOrDV1ae/e04I1+5benq6cHd3F8nJyeLYsWNi1apVomHDhmLlypXyPXPnzhWNGzcWP/zwgzhw4IB48MEHRWRkpLh+/boDW67O+PHjRVhYmFi/fr3IyckR3333nQgMDBQvv/yyfI8r9a+oqEjs379f7N+/XwAQ8+fPF/v375d3j6npy7333it69Ogh0tLSxK5du0S7du3E6NGjHdUlA5b6V1ZWJoYPHy7Cw8NFZmamwVhTWloqP4er9k+J8e45IVy7f999953w8PAQH330kTh27JhYsGCBcHNzEzt37pSfw5nH06r6N2DAABEVFSW2bt0q/vzzT7Fs2TLh7e0tPvzwQ/k57NE/Bk0uDoDin2XLlsn3XL9+XbzwwgsiICBANGzYUIwcOVKcO3fOcY22gXHQ5Op9W7dunYiOjhZeXl6iY8eO4qOPPjJ4XKvVipkzZ4rg4GDh5eUl4uLixNGjRx3UWusUFhaKiRMnihYtWghvb2/RunVrMWPGDINfsq7Uv61btyr+rI0fP14Ioa4vly5dEqNHjxa+vr7Cz89PPPHEE6KoqMgBvTFlqX85OTlmx5qtW7fKz+Gq/VOiFDS5ev8++eQT0bZtW+Ht7S26desm1qxZY/AczjyeVtW/c+fOiccff1yEhoYKb29v0aFDB/HOO+8IrVYrP4c9+icJoVeel4iIiIgUMaeJiIiISAUGTUREREQqMGgiIiIiUoFBExEREZEKDJqIiIiIVGDQRERERKQCgyYiIiIiFRg0EREREanAoImIiIhIBQZNRERERCowaCIipyeEwPz58xEZGYmGDRtixIgRKCgoqJHXGjhwICRJgiRJyMzMtHjfpEmT7Prajz/+uPzaa9assetzE5HtGDQRkdNLSkrCokWLsHz5cuzcuRP79u3Dv/71rxp7vaeffhrnzp1DdHR0jb2Gkvfffx/nzp2r1dckIvUYNBGRU0tLS8P8+fPx5Zdf4u6770ZMTAyefvpp/Pe//62x12zYsCFCQkLg7u5eY6+hxN/fHyEhIbX6mkSkHoMmInJqb7/9NuLi4tCzZ0/5WnBwMC5evFhrbSgpKcHf//53+Pr6onnz5njnnXdM7tFqtZgzZw4iIyPRoEEDdOvWDd988438eFFREcaMGQMfHx80b94c7777bo0s8RFRzWHQREROq7S0FBs2bMDIkSMNrt+4cQP+/v611o6kpCRs374dP/zwA3755Rds27YNGRkZBvfMmTMH//d//4fFixfj0KFDmDx5MsaOHYvt27cDAKZMmYL//e9/WLt2LTZu3IidO3eaPAcRObfanXsmIrJCRkYGrl+/jpdeegkvv/yyfL28vByDBg2qlTYUFxfjk08+wcqVKxEXFwcAWL58OcLDw+V7SktLMXv2bGzatAmxsbEAgNatW2PXrl1YsmQJevbsieXLl2P16tXycyxbtgyhoaG10gcisg8GTUTktLKzs+Hj42Oyi+3+++/HXXfdVSttOH78OMrKytC3b1/5WpMmTdChQwf56z/++APXrl3DPffcY/C9ZWVl6NGjB/7880+Ul5ejT58+8mP+/v4Gz0FEzo9BExE5rcLCQgQGBqJt27bytZMnT+LYsWN4+OGH5a8TExNx5swZlJeX47///S8SExMRGRmJtLQ0XLlyBStWrEBycjIyMzMxbdo0vPDCC3ZtZ3FxMQBgw4YNCAsLM3jMy8sLly9ftuvrEZFjMKeJiJxWYGAgCgoKIISQryUnJ+O+++5D586dUVZWhvvuuw8vvfQS9u/fj507d6J58+bIyspC165dkZqairi4OCQlJWHlypXYunUrli1bZlUb2rRpAw8PD6SlpcnXrly5guzsbPnrzp07w8vLC6dOnULbtm0N/kRERKB169bw8PDAnj175O8pKCgweA4icn6caSIipzV48GDcuHEDc+fOxd/+9jesWrUK69atQ3p6OgDg+++/xx133IGBAwcCAAICAlBUVAQhBJ566in5eSZMmIBGjRohPz8ffn5+VrXB19cXTz31FJKSktC0aVMEBQVhxowZ0Ghuf+Zs1KgRpk6dismTJ0Or1aJfv34oKCjA//73P/j5+WH8+PEYP348kpKS0KRJEwQFBeG1116DRqOBJEm2/0URUa3gTBMROa3g4GB89tlnWLRoEaKiopCamopdu3YhIiICAJCVlWWQJwQAhw4dQu/eveWvs7Ky5HykgwcPokuXLla3Y968eejfvz+GDRuG+Ph49OvXDzExMQb3vPHGG5g5cybmzJmDTp064d5778WGDRsQGRkJAJg/fz5iY2PxwAMPID4+HnfddRc6deoEb29vq9tDRI7BmSYicmqjRo3CqFGjFB8LDg7GwYMHAQAVFRUoKCiQl+Z0zpw5I+90y8rKqlbQ5OvrixUrVmDFihXytaSkJIN7JEnCxIkTMXHiRMXnaNSoEVatWiV/XVJSgtdffx3PPPOM1e0hIsfgTBMRuazHH38cx48fR3R0NHr16oXs7GyDoOn06dPyrBSgPmj68MMP4evri6ysLLu1df/+/fj8889x/PhxZGRkYMyYMQCABx98UL7nueeeg6+vr91ek4jsSxL6GZZERPVcbm4url+/DgBo0aIFPD097fK8+/fvxz/+8Q8cPXoUnp6eiImJwfz58w2CuPz8fBQWFgIAmjdvDh8fH7u8NhHZB4MmIiIiIhW4PEdERESkAoMmIiIiIhUYNBERERGpwKCJiIiISAUGTUREREQqMGgiIiIiUoFBExEREZEKDJqIiIiIVGDQRERERKQCgyYiIiIiFRg0EREREanw/5vvuFfl4ykRAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(6, 4))\n", "for key, dataset in data.items():\n", " plt.plot(\n", " dataset[\"x\"],\n", " dataset[\"y\"],\n", " linestyle=\"none\",\n", " marker=\".\",\n", " label=isotope_label[key],\n", " color=colors[key],\n", " )\n", "\n", "plt.yscale(\"log\")\n", "plt.legend(ncol=3, framealpha=0)\n", "plt.xlabel(r\"$\\theta_{cm}$ [deg]\")\n", "plt.ylabel(r\"$(\\frac{d\\sigma}{d\\Omega}) / (\\frac{d\\sigma}{d\\Omega})_\\text{Rutherford}$\")\n", "plt.title(r\"$^{A}$Ca($\\alpha,\\alpha$) at 29 MeV\")\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b1258183-f898-46cb-83e9-e2fcc194016b", "metadata": {}, "source": [ "Notice the experimental evidence for trend highlighted in the paper - closed shell $^{48}$Ca and expecially $^{40}$Ca have very enhanced elastic cross sections at backwards angles, relative to the mid-shell $^{44}$Ca. " ] }, { "cell_type": "markdown", "id": "19cedc9f", "metadata": {}, "source": [ "## Compile the solver\n", "\n", "Each target gets its own solver, evaluated on the angles at which that target was measured. Building a solver compiles code, so we do it once here and keep the objects around." ] }, { "cell_type": "code", "execution_count": 5, "id": "24222313", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Compiling solver for 40-Ca(alpha,el) at 29 MeV: channel radius 10.94 fm, 64 nodes, 60 partial waves\n", "Compiling solver for 44-Ca(alpha,el) at 29 MeV: channel radius 11.05 fm, 64 nodes, 60 partial waves\n", "Compiling solver for 48-Ca(alpha,el) at 29 MeV: channel radius 11.15 fm, 64 nodes, 60 partial waves\n" ] } ], "source": [ "from jitr.rmatrix import Solver as SolverKernel\n", "from jitr.utils import utils\n", "from jitr.xs import elastic\n", "\n", "lmax = 60\n", "\n", "\n", "def build_solver(key, angles_deg):\n", " A, Z = targets[key]\n", " interaction_range_fm = 1.2 * (A ** (1 / 3) + 4 ** (1 / 3)) + 2\n", " channel_radius_dimensionless = utils.suggested_dimensionless_channel_radius(\n", " interaction_range_fm, kinematics[key].k\n", " )\n", " channel_radius = channel_radius_dimensionless / kinematics[key].k\n", " N = utils.suggested_basis_size(channel_radius_dimensionless, zeros_per_node=8)\n", " print(\n", " f\"Compiling solver for {reactions[key]} at {energy_lab} MeV: \"\n", " f\"channel radius {channel_radius:1.2f} fm, {N} nodes, {lmax} partial waves\"\n", " )\n", " return elastic.DifferentialWorkspace.build_from_system(\n", " reaction=reactions[key],\n", " kinematics=kinematics[key],\n", " channel_radius_fm=channel_radius,\n", " solver=SolverKernel(N),\n", " lmax=lmax,\n", " angles=np.deg2rad(angles_deg),\n", " )\n", "\n", "\n", "solvers = {key: build_solver(key, data[key][\"x\"]) for key in targets}" ] }, { "cell_type": "code", "execution_count": 6, "id": "10320fa5", "metadata": {}, "outputs": [], "source": [ "# jit warmup - do this before forking worker processes later so they inherit compiled code\n", "for solver in solvers.values():\n", " _ = solver.xs(central_potential=np.zeros_like(solver.radial_grid()))" ] }, { "cell_type": "markdown", "id": "6cfc5b99", "metadata": {}, "source": [ "## Define the interaction model and parameters\n", "\n", "A real volume Woods-Saxon, an imaginary volume term and an imaginary surface term, plus the Coulomb potential of a uniformly charged sphere. The seven free parameters are the depths $V$, $W_v$, $W_s$ and the geometry $r_v, a_v, r_w, a_w$ (radii in units of $A^{1/3}$ fm; the surface term shares the imaginary geometry)." ] }, { "cell_type": "code", "execution_count": 7, "id": "24a9b45a", "metadata": {}, "outputs": [], "source": [ "from jitr.optical_potentials.potential_forms import (\n", " coulomb_charged_sphere as coulomb,\n", ")\n", "from jitr.optical_potentials.potential_forms import (\n", " woods_saxon_prime_safe as wsp,\n", ")\n", "from jitr.optical_potentials.potential_forms import (\n", " woods_saxon_safe as ws,\n", ")\n", "\n", "\n", "def U_central(r, Vv, Wv, Ws, Rv, av, Rw, aw):\n", " return (\n", " -Vv * ws(r, Rv, av)\n", " - 1j * Wv * ws(r, Rw, aw)\n", " - 1j * Ws * (-4 * aw) * wsp(r, Rw, aw)\n", " )\n", "\n", "\n", "def calculate_xs_ratio(theta, key):\n", " \"\"\"Ratio to Rutherford on the data angles of `key` for optical model parameters `theta`.\"\"\"\n", " solver = solvers[key]\n", " reaction = reactions[key]\n", " # each solver has its own radial quadrature grid (it depends on the channel radius)\n", " rgrid = solver.radial_grid()\n", " Vv, Wv, Ws, rv, av, rw, aw = theta\n", " A_factor = reaction.target.A ** (1 / 3)\n", " Zz = reaction.target.Z * reaction.projectile.Z\n", " xs = solver.xs(\n", " central_potential=U_central(\n", " rgrid, Vv, Wv, Ws, rv * A_factor, av, rw * A_factor, aw\n", " ),\n", " coulomb_potential=coulomb(rgrid, Zz, 1.3 * A_factor),\n", " )\n", " return xs.dsdo / solver.rutherford\n", "\n", "\n", "names = [\"Vv\", \"Wv\", \"Ws\", \"rv\", \"av\", \"rw\", \"aw\"]\n", "labels = [r\"$V$\", r\"$W_v$\", r\"$W_s$\", r\"$r_v$\", r\"$a_v$\", r\"$r_w$\", r\"$a_w$\"]\n", "n_omp = len(names)" ] }, { "cell_type": "markdown", "id": "add4b8f3", "metadata": {}, "source": [ "## The error model\n", "\n", "We do not know the experimental uncertainties, and the optical model is not a perfect description of the reaction, so we need a model for the residuals $\\epsilon_i \\equiv y_i - f(\\theta_i;\\alpha)$, where $f(\\theta;\\alpha) \\equiv f_i$ is the model prediction at angle $\\theta_i^{cm}$, for OMP parameters $\\alpha$.\n", "\n", "We put a multivariate Gaussian prior on the residuals, $\\boldsymbol{\\epsilon} | b , s \\sim \\mathcal{N}(0,\\boldsymbol{\\Sigma}(b,s))$ with covariance\n", "\n", "$$\n", "\\Sigma_{ij} = s^2 f(\\theta_i;\\alpha) f(\\theta_j;\\alpha)\\, \\delta_{ij} + b^2 f(\\theta_i;\\alpha) f(\\theta_j;\\alpha) ,\n", "$$\n", "\n", "introducing two unknown parameters: $s$ is a **relative error, uncorrelated from point to point**, and $b$ is a **relative error common to all points**. The former acts like a relative statistical uncertainty, the latter like an uncertainty in the overall normalization, or more generally a coherent misfit of the model.\n", "\n", "The data span four decades and the natural errors are multiplicative, so we evaluate the likelihood in log space, $r_i = \\log y_i - \\log f_i$. Take the two error sources to be independent lognormal factors, so we have $y_i = f_i\\, A_i\\, B$ with:\n", "- $\\mathbb{E} \\left[ A_i \\right] = \\mathbb{E} \\left[ B \\right] = 1$,\n", "- $\\mathrm{Var}[B] = b^2$\n", "- $\\mathrm{Var}[A_i] = \\frac{s^2}{1+b^2}$ - the same for every point,\n", "\n", "which reproduces $\\Sigma$ in linear space exactly:\n", "\n", "$$\n", "\\mathrm{Var}[y_i] = f_i^2[(1 + \\mathrm{Var}A_i)(1 + \\mathrm{Var}B) - 1] = (s^2 + b^2) f_i^2\n", "$$\n", "\n", "$$\n", "\\mathrm{Cov}[y_i, y_j] = b^2 f_i f_j,\n", "$$\n", "\n", "and gives a *homeoscedastic* (the same at all points $x_i$) error model in log space\n", "\n", "$$\n", "\\Sigma^{\\log}_{ij} = \\delta_{ij} \\log\\!\\left(1 + \\frac{s^2}{1 + b^2}\\right) + \\log\\!\\left(1 + b^2\\right) ,\n", "$$\n", "\n", "Such a diagonal-plus-rank-one matrix can be inverted with the [Sherman-Morrison formula](https://en.wikipedia.org/wiki/Sherman%E2%80%93Morrison_formula), and its determinant follows from the [matrix determinant lemma](https://en.wikipedia.org/wiki/Matrix_determinant_lemma), so the likelihood costs $O(N)$ - no dense solve required.\n", "\n", "The log-likelihood is therefore\n", "\n", "$$\n", "-\\frac{1}{2}\\left(r^T (\\Sigma^{\\log})^{-1} r + \\log\\det \\Sigma^{\\log} + N\\log 2\\pi\\right) - \\sum_i \\log y_i.\n", "$$\n", "\n", "The last term is the Jacobian that makes this a density for the data $y$ rather than for $\\log y$. It is a constant (not $\\alpha$, $b$, or $s$ dependent) here, but keeping it makes the evidence comparable to a linear-space likelihood." ] }, { "cell_type": "code", "execution_count": 8, "id": "36750de4", "metadata": {}, "outputs": [], "source": [ "ERR_NAMES = [\"log_s\", \"log_b\"]\n", "ERR_LABELS = [r\"$s$\", r\"$b$\"]\n", "n_err = len(ERR_NAMES)\n", "ndim = n_omp + n_err\n", "all_labels = labels + ERR_LABELS\n", "\n", "\n", "def unpack(theta):\n", " return theta[:n_omp], np.exp(theta[n_omp:]) # potential parameters, (s, b)\n", "\n", "\n", "def log_likelihood(theta, key):\n", " omp, (s, b) = unpack(theta)\n", " y = data[key][\"y\"]\n", " if np.any(omp[3:] <= 0): # radii and diffusenesses must be positive\n", " return -1e300\n", " f_pred = calculate_xs_ratio(omp, key) # f_i = f(theta_i; alpha)\n", " if np.any(f_pred <= 0) or not np.all(np.isfinite(f_pred)):\n", " return -1e300\n", " log_residuals = np.log(y) - np.log(f_pred) # r_i = log y_i - log f_i\n", " n_pts = log_residuals.size\n", "\n", " # Sigma^log = d I + beta 11^T - homoscedastic, because both error terms are relative\n", " common_log_var = np.log1p(b**2) # beta, added to every entry by the shared factor B\n", " point_log_var = np.log1p(s**2 / (1 + b**2)) # d, from the independent factors A_i\n", "\n", " # Sherman-Morrison:\n", " # r^T (Sigma^log)^-1 r = (r^T r)/d - beta (1^T r)^2 / (d (d + N beta))\n", " shared_term_denom = point_log_var + n_pts * common_log_var # d + N beta\n", " mahalanobis = (\n", " log_residuals @ log_residuals / point_log_var\n", " - common_log_var\n", " * np.sum(log_residuals) ** 2\n", " / (point_log_var * shared_term_denom)\n", " )\n", " # matrix determinant lemma: det(Sigma^log) = d^(N-1) (d + N beta)\n", " log_det = (n_pts - 1) * np.log(point_log_var) + np.log(shared_term_denom)\n", "\n", " jacobian = -np.sum(np.log(y)) # density for y, not log y\n", " return -0.5 * (mahalanobis + log_det + n_pts * np.log(2 * np.pi)) + jacobian\n", "\n", "\n", "def predictive_draw(s, b, f_pred, rng):\n", " \"\"\"One synthetic data set drawn from the error model around the model prediction f_pred.\"\"\"\n", " # log y_i = log f_i + independent relative scatter (A_i) + one shared relative shift (B)\n", " log_noise = (\n", " np.sqrt(np.log1p(s**2 / (1 + b**2))) * rng.normal(size=f_pred.shape)\n", " + np.sqrt(np.log1p(b**2)) * rng.normal()\n", " )\n", " return f_pred * np.exp(log_noise)" ] }, { "cell_type": "markdown", "id": "f54d8322", "metadata": {}, "source": [ "## Prior\n", "\n", "We take, for each isotope, a Gaussian prior wide enough ($\\sim$20 MeV in $V$, 0.2 fm in the diffusenesses, 0.3 $A^{1/3}$ fm $\\approx$ 1 fm in the radii) to let the data move the parameters freely and to admit the continuous $V$-$r_v$ ambiguity, while resolving any multi-modality in $V$. We center the prior on physically resonable numbers, which encode our physical observation that $^{44}$Ca is more absorbing. We will truncate the prior for each parameter at 0 on physical bounds (purely attractive and absorbing potential, and distances $R_{v/w}$ and $a_{v/w}$ strictly positive), but we wont force upper bounds.\n", "\n", "For $^{48}$Ca we make one further choice. With a $\\sim$20 MeV wide prior on $V$, the posterior splits into two discrete families, one near $V \\approx 160$ MeV and one near $V \\approx 205$ MeV - the well-known *discrete ambiguity* of $\\alpha$-nucleus potentials, in which depths corresponding to different numbers of interior nodes of the scattering wavefunction produce nearly identical cross sections. To make a meatballs-meatballs comparison between isotopes, we tighten the $^{48}$Ca prior on $V$ to $205 \\pm 10$ MeV, selecting the deep family - the one continuously connected to the posterior of its closed-shell partner, $^{40}$Ca. What the data alone have to say about this choice is the subject of the follow-on notebook, [`alpha_ca48_ambiguity.ipynb`](./alpha_ca48_ambiguity.ipynb).\n", "\n", "The error scales are unknown by orders of magnitude, so they get wide log-uniform priors centered at 5% and are sampled as logarithms." ] }, { "cell_type": "code", "execution_count": 9, "id": "5ef7d16a", "metadata": {}, "outputs": [], "source": [ "prior_center = {\n", " \"Ca40\": np.array([160, 15, 10, 1.4, 0.5, 1.4, 0.3]),\n", " \"Ca44\": np.array([150, 20, 20, 1.4, 0.5, 1.4, 0.3]),\n", " \"Ca48\": np.array([205, 15, 10, 1.4, 0.5, 1.4, 0.3]),\n", "}\n", "prior_std = {\n", " \"Ca40\": np.array([20, 10, 10, 0.3, 0.2, 0.3, 0.2]),\n", " \"Ca44\": np.array([20, 10, 10, 0.3, 0.2, 0.3, 0.2]),\n", " # tight in V: select the deep family of the discrete ambiguity (see above)\n", " \"Ca48\": np.array([10, 10, 10, 0.3, 0.2, 0.3, 0.2]),\n", "}\n", "\n", "omp_prior = {\n", " key: stats.truncnorm(\n", " a=-center / prior_std[key], b=np.inf, loc=center, scale=prior_std[key]\n", " )\n", " for key, center in prior_center.items()\n", "}\n", "\n", "err_prior = [\n", " stats.loguniform(5e-2, 2.0), # s: relative, point-to-point independent error\n", " stats.loguniform(5e-2, 2.0), # b: relative, fully correlated error\n", "]\n", "\n", "\n", "def prior_transform(u, key):\n", " omp = omp_prior[key].ppf(u[:n_omp])\n", " err = [np.log(p.ppf(ui)) for p, ui in zip(err_prior, u[n_omp:], strict=True)]\n", " return np.concatenate([omp, err])" ] }, { "cell_type": "markdown", "id": "86ff525d", "metadata": {}, "source": [ "## Sampling the posterior\n", "\n", "There are many third party libraries that can sample a posterior distribution given a likeihood and prior. We will use a neat one: [dynesty](https://dynesty.readthedocs.io/en/stable/quickstart.html), which does something called [nested sampling](https://en.wikipedia.org/wiki/Nested_sampling_algorithm), which has the advantages that it\n", "- naturally handles multimodal posteriors\n", "- computes the Bayesian evidence along with the prior for free\n", "\n", "Each likelihood evaluation is an R-matrix solve, a few milliseconds, and independent of the others, so we hand `dynesty` a `multiprocessing` pool (`fork` so that the workers inherit the compiled solvers; Linux/macOS only). Expect $\\sim$ 20 minutes per isotope with 4 independent processes." ] }, { "cell_type": "code", "execution_count": 10, "id": "4dacba80", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using 4 worker processes, nlive=250, dlogz=1.0\n" ] } ], "source": [ "import multiprocessing\n", "from functools import partial\n", "\n", "import dynesty\n", "\n", "n_workers = min(4, os.cpu_count())\n", "nlive = 50 if QUICK else 250\n", "dlogz = 5.0 if QUICK else 1.0\n", "print(f\"Using {n_workers} worker processes, nlive={nlive}, dlogz={dlogz}\")" ] }, { "cell_type": "code", "execution_count": 11, "id": "2714fef5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Ca40: log Z = 813.43 +/- 0.69, 208615 calls, efficiency 3.8 %\n", "Ca44: log Z = 924.54 +/- 0.63, 164178 calls, efficiency 3.9 %\n", "Ca48: log Z = 873.63 +/- 0.64, 188583 calls, efficiency 3.9 %\n", "CPU times: user 25.7 s, sys: 1.9 s, total: 27.6 s\n", "Wall time: 50min 39s\n" ] } ], "source": [ "%%time\n", "results = {}\n", "with multiprocessing.get_context(\"fork\").Pool(n_workers) as pool:\n", " for key in targets:\n", " sampler = dynesty.NestedSampler(\n", " partial(log_likelihood, key=key),\n", " partial(prior_transform, key=key),\n", " ndim,\n", " nlive=nlive,\n", " sample=\"rwalk\",\n", " pool=pool,\n", " queue_size=n_workers,\n", " rstate=np.random.default_rng(0),\n", " )\n", " sampler.run_nested(dlogz=dlogz, print_progress=False)\n", " results[key] = sampler.results\n", " print(\n", " f\"{key}: log Z = {results[key].logz[-1]:.2f} +/- {results[key].logzerr[-1]:.2f}, \"\n", " f\"{int(np.sum(results[key].ncall))} calls, efficiency {results[key].eff:.1f} %\"\n", " )" ] }, { "cell_type": "markdown", "id": "fc3c1802", "metadata": {}, "source": [ "Now, for each system, we take our posterior samples, and make draws from the posterior predictive distribution $p(\\boldsymbol{f}(\\alpha) + \\boldsymbol{\\epsilon}(a,b) | \\boldsymbol{y} )$ by pushing those optical potential samples back through `jitr` to get cross sections, and then through our error model." ] }, { "cell_type": "code", "execution_count": 12, "id": "d3f458c3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 11.3 s, sys: 5.3 ms, total: 11.3 s\n", "Wall time: 11.3 s\n" ] } ], "source": [ "%%time\n", "n_draws = 100 if QUICK else 300\n", "n_noise_replicates = 4\n", "rng = np.random.default_rng(42)\n", "\n", "posterior_samples = {} # equally weighted samples (all)\n", "posterior_draws = {} # subset used for predictions\n", "posterior_model = {} # model curves for the subset\n", "posterior_predictive = {} # model + error model, for the data\n", "for key, res in results.items():\n", " samples = res.samples_equal(rstate=rng)\n", " posterior_samples[key] = samples\n", " draws = samples[\n", " rng.choice(len(samples), size=min(n_draws, len(samples)), replace=False)\n", " ]\n", " posterior_draws[key] = draws\n", " posterior_model[key] = np.array(\n", " [calculate_xs_ratio(unpack(s)[0], key) for s in draws]\n", " )\n", " posterior_predictive[key] = np.array(\n", " [\n", " predictive_draw(*unpack(s)[1], m, rng)\n", " for _ in range(n_noise_replicates)\n", " for s, m in zip(draws, posterior_model[key], strict=True)\n", " ]\n", " )" ] }, { "cell_type": "markdown", "id": "b6f9b785", "metadata": {}, "source": [ "## Posterior distributions\n", "\n", "First the seven potential parameters for the three isotopes on one corner plot, with the priors underlaid as hatched histograms on the diagonal panels. The panels are zoomed to the posteriors, so the priors appear as nearly flat slices: every parameter is likelihood-dominated. Within each isotope the expected $V$-$r_v$ anticorrelation is visible. Look at the $V$ column: for $^{40}$Ca the data have pulled $V$ some 35 MeV - nearly two prior widths - away from the prior centre. Each posterior occupies a single discrete family; for $^{48}$Ca that is by construction, a choice examined in [`alpha_ca48_ambiguity.ipynb`](./alpha_ca48_ambiguity.ipynb)." ] }, { "cell_type": "code", "execution_count": 13, "id": "e4285500", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import corner\n", "from matplotlib.colors import to_rgba\n", "from matplotlib.patches import Patch\n", "\n", "\n", "def corner_overlay(samples, labels, keys, priors=None, ranges=None, **kwargs):\n", " \"\"\"Overlay corner plots for several data sets with a common range.\n", "\n", " Ranges are driven by the posteriors (central 99%), so the panels zoom in on\n", " them; `priors` (dict key -> (n, ndim) sample array) are drawn on the 1D panels\n", " only, as hatched histograms on the full-prior density scale - where the\n", " posterior is likelihood-dominated they appear as small, nearly flat slices.\n", " \"\"\"\n", " if ranges is None:\n", " allsamples = np.vstack([samples[key] for key in keys])\n", " ranges = list(\n", " zip(\n", " np.percentile(allsamples, 0.5, axis=0),\n", " np.percentile(allsamples, 99.5, axis=0),\n", " strict=True,\n", " )\n", " )\n", " npanel = len(ranges)\n", " fig = None\n", " for key in keys:\n", " c = colors[key]\n", " fig = corner.corner(\n", " samples[key],\n", " labels=labels,\n", " color=c,\n", " fig=fig,\n", " range=ranges,\n", " bins=30,\n", " smooth=1.0,\n", " plot_datapoints=False,\n", " plot_density=False,\n", " levels=(0.68, 0.95),\n", " fill_contours=True,\n", " contourf_kwargs={\n", " \"colors\": [(0, 0, 0, 0), to_rgba(c, 0.2), to_rgba(c, 0.45)]\n", " },\n", " contour_kwargs={\"colors\": [to_rgba(c, 1.0)], \"linewidths\": 1.2},\n", " hist_kwargs={\n", " \"density\": True,\n", " \"histtype\": \"stepfilled\",\n", " \"facecolor\": to_rgba(c, 0.35),\n", " \"edgecolor\": to_rgba(c, 1.0),\n", " \"linewidth\": 1.8,\n", " },\n", " **kwargs,\n", " )\n", " if priors is not None:\n", " axes = np.array(fig.axes).reshape(npanel, npanel)\n", " for key in keys:\n", " c = colors[key]\n", " for i in range(npanel):\n", " draws = priors[key][:, i]\n", " lo, hi = ranges[i]\n", " counts, edges = np.histogram(draws, bins=30, range=(lo, hi))\n", " density = counts / (len(draws) * np.diff(edges))\n", " axes[i, i].stairs(\n", " density,\n", " edges,\n", " fill=True,\n", " facecolor=to_rgba(c, 0.08),\n", " edgecolor=to_rgba(c, 0.45),\n", " hatch=\"///\",\n", " linewidth=0.8,\n", " )\n", " handles = [\n", " Patch(\n", " facecolor=to_rgba(colors[key], 0.35),\n", " edgecolor=colors[key],\n", " linewidth=1.8,\n", " label=isotope_label[key],\n", " )\n", " for key in keys\n", " ]\n", " if priors is not None:\n", " handles.append(\n", " Patch(\n", " facecolor=to_rgba(\"gray\", 0.08),\n", " edgecolor=to_rgba(\"gray\", 0.6),\n", " hatch=\"///\",\n", " label=\"prior\",\n", " )\n", " )\n", " fig.legend(handles=handles, loc=\"upper right\", fontsize=14, framealpha=0)\n", " return fig\n", "\n", "\n", "n_prior_draws = 40000\n", "prior_rng = np.random.default_rng(7)\n", "omp_prior_draws = {\n", " key: omp_prior[key].rvs((n_prior_draws, n_omp), random_state=prior_rng)\n", " for key in targets\n", "}\n", "\n", "omp_samples = {key: posterior_samples[key][:, :n_omp] for key in targets}\n", "fig = corner_overlay(omp_samples, labels, list(targets), priors=omp_prior_draws)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "7fed7dec-2f44-4f0d-897a-1cd051706fb6", "metadata": {}, "source": [ "Notice that $^{48}$Ca has much more volume absorption than the other two, and that $W_s$ is not constrained for that isotope." ] }, { "cell_type": "markdown", "id": "2d26ec12", "metadata": {}, "source": [ "Now let's look at the posteriors for the error parameters (transformed back from their logarithms):" ] }, { "cell_type": "code", "execution_count": 14, "id": "aafb7b4b", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "err_prior_draws = np.column_stack(\n", " [p.rvs(n_prior_draws, random_state=prior_rng) for p in err_prior]\n", ")\n", "err_samples = {key: np.exp(posterior_samples[key][:, n_omp:]) for key in targets}\n", "fig = corner_overlay(\n", " err_samples,\n", " ERR_LABELS,\n", " list(targets),\n", " priors={key: err_prior_draws for key in targets},\n", ")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "2304fb7b", "metadata": {}, "source": [ "We now build a table of medians and central 68% intervals for everything, as well as calculate the volume integrals:\n", "\n", "$$\n", "\\frac{J_U}{4A} = \\frac{4\\pi}{4A}\\int_0^\\infty U(r)\\, r^2\\, dr .\n", "$$\n" ] }, { "cell_type": "code", "execution_count": 15, "id": "f44e12ef", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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$^{40}$Ca$^{44}$Ca$^{48}$Ca
Vv196 [192, 200]148 [144, 151]210 [209, 212]
Wv18.1 [17.4, 19.1]18.3 [17.6, 19]32 [31.1, 32.6]
Ws2.19 [0.793, 4.53]1.25 [0.446, 2.33]7.56 [2.15, 13.1]
rv1.36 [1.35, 1.38]1.23 [1.21, 1.25]1.31 [1.3, 1.31]
av0.503 [0.49, 0.517]0.715 [0.702, 0.73]0.555 [0.552, 0.559]
rw1.5 [1.48, 1.53]1.66 [1.64, 1.68]1.26 [1.24, 1.28]
aw0.19 [0.176, 0.205]0.389 [0.382, 0.396]0.161 [0.146, 0.173]
s1.21 [1.15, 1.3]0.823 [0.78, 0.874]0.497 [0.461, 0.763]
b0.109 [0.0629, 0.256]0.133 [0.0765, 0.271]0.299 [0.137, 1.26]
J_V/4A [MeV fm^3]577 [573, 580]367 [364, 370]558 [555, 560]
J_W/4A [MeV fm^3]69.8 [68.3, 71.4]96.7 [94.2, 99.5]74.2 [72.9, 76.3]
\n", "
" ], "text/plain": [ " $^{40}$Ca $^{44}$Ca \\\n", "Vv 196 [192, 200] 148 [144, 151] \n", "Wv 18.1 [17.4, 19.1] 18.3 [17.6, 19] \n", "Ws 2.19 [0.793, 4.53] 1.25 [0.446, 2.33] \n", "rv 1.36 [1.35, 1.38] 1.23 [1.21, 1.25] \n", "av 0.503 [0.49, 0.517] 0.715 [0.702, 0.73] \n", "rw 1.5 [1.48, 1.53] 1.66 [1.64, 1.68] \n", "aw 0.19 [0.176, 0.205] 0.389 [0.382, 0.396] \n", "s 1.21 [1.15, 1.3] 0.823 [0.78, 0.874] \n", "b 0.109 [0.0629, 0.256] 0.133 [0.0765, 0.271] \n", "J_V/4A [MeV fm^3] 577 [573, 580] 367 [364, 370] \n", "J_W/4A [MeV fm^3] 69.8 [68.3, 71.4] 96.7 [94.2, 99.5] \n", "\n", " $^{48}$Ca \n", "Vv 210 [209, 212] \n", "Wv 32 [31.1, 32.6] \n", "Ws 7.56 [2.15, 13.1] \n", "rv 1.31 [1.3, 1.31] \n", "av 0.555 [0.552, 0.559] \n", "rw 1.26 [1.24, 1.28] \n", "aw 0.161 [0.146, 0.173] \n", "s 0.497 [0.461, 0.763] \n", "b 0.299 [0.137, 1.26] \n", "J_V/4A [MeV fm^3] 558 [555, 560] \n", "J_W/4A [MeV fm^3] 74.2 [72.9, 76.3] " ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def volume_integral_per_nucleon(samples, key):\n", " \"\"\"J_V / (4 A) [MeV fm^3] for each posterior sample.\"\"\"\n", " A = targets[key][0]\n", " r = np.linspace(0, 20, 2000)\n", " out = np.zeros(len(samples), dtype=complex)\n", " for i, (Vv, Wv, Ws, rv, av, rw, aw) in enumerate(samples[:, :n_omp]):\n", " Rv = rv * A ** (1 / 3)\n", " Rw = rw * A ** (1 / 3)\n", " out[i] += np.trapezoid(Vv * ws(r, Rv, av) * r**2, r)\n", " out[i] += 1j * np.trapezoid(\n", " (Wv * ws(r, Rw, aw) + Ws * (-4 * aw) * wsp(r, Rw, aw)) * r**2, r\n", " )\n", "\n", " return 4 * np.pi / (4 * A) * out\n", "\n", "\n", "jv_samples = {\n", " key: volume_integral_per_nucleon(posterior_samples[key], key) for key in targets\n", "}\n", "\n", "\n", "def summarize(samples):\n", " q = np.percentile(samples, [16, 50, 84], axis=0)\n", " return [f\"{m:.3g} [{lo:.3g}, {hi:.3g}]\" for lo, m, hi in q.T]\n", "\n", "\n", "pd.DataFrame(\n", " {\n", " isotope_label[key]: summarize(\n", " np.column_stack(\n", " [\n", " posterior_samples[key][:, :n_omp],\n", " err_samples[key],\n", " jv_samples[key].real,\n", " jv_samples[key].imag,\n", " ]\n", " )\n", " )\n", " for key in targets\n", " },\n", " index=names\n", " + [n.removeprefix(\"log_\") for n in ERR_NAMES]\n", " + [\"J_V/4A [MeV fm^3]\"]\n", " + [\"J_W/4A [MeV fm^3]\"],\n", ")" ] }, { "cell_type": "code", "execution_count": 16, "id": "db086a98", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize=(10, 3.5))\n", "for key in targets:\n", " axes[0].hist(\n", " jv_samples[key].real,\n", " bins=50,\n", " density=True,\n", " color=colors[key],\n", " alpha=0.5,\n", " label=isotope_label[key],\n", " )\n", " axes[1].hist(\n", " jv_samples[key].imag,\n", " bins=50,\n", " density=True,\n", " color=colors[key],\n", " alpha=0.5,\n", " label=isotope_label[key],\n", " )\n", "\n", "axes[0].set_xlabel(r\"$J_V / 4A$ [MeV fm$^3$]\")\n", "axes[1].set_xlabel(r\"$J_W / 4A$ [MeV fm$^3$]\")\n", "axes[1].legend(framealpha=0)\n", "\n", "fig.suptitle(\"volume integral per nucleon pair\")\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "136f5518-2fd5-4202-8755-f7c7fdf22640", "metadata": {}, "source": [ "Note that, as we expected, the imaginary volume integral is statistically much larger for the mid-shell $^{44}$Ca. Also interesting - $^{44}$Ca is *significantly* less binding than its closed shell counterparts." ] }, { "cell_type": "markdown", "id": "d6aee32b", "metadata": {}, "source": [ "## Posterior predictive distributions\n", "\n", "Propagating posterior samples through the model gives the spread of *model* curves; adding a draw from the error model on top gives the posterior predictive distribution for the *data*, which is what should be compared to the points." ] }, { "cell_type": "code", "execution_count": 17, "id": "569fba21", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def plot_predictive(ax, key, label=None):\n", " x = data[key][\"x\"]\n", " pred = np.clip(posterior_predictive[key], 1e-6, None)\n", " lo95, lo68, hi68, hi95 = np.percentile(pred, [2.5, 16, 84, 97.5], axis=0)\n", " ax.fill_between(\n", " x, lo95, hi95, color=colors[key], alpha=0.2, label=\"95% posterior predictive\"\n", " )\n", " ax.fill_between(\n", " x, lo68, hi68, color=colors[key], alpha=0.4, label=\"68% posterior predictive\"\n", " )\n", " ax.plot(\n", " x,\n", " np.median(posterior_model[key], axis=0),\n", " color=colors[key],\n", " linewidth=1.5,\n", " label=\"median model\",\n", " )\n", " ax.plot(x, data[key][\"y\"], \".\", color=\"k\", alpha=0.5, markersize=4, label=\"data\")\n", " ax.set_yscale(\"log\")\n", " ax.set_ylim(1e-4, 2)\n", " ax.set_ylabel(\n", " r\"$(\\frac{d\\sigma}{d\\Omega}) / (\\frac{d\\sigma}{d\\Omega})_\\text{Rutherford}$\"\n", " )\n", " ax.set_title(label or rf\"{isotope_label[key]}($\\alpha,\\alpha$) at 29 MeV\")\n", " ax.legend(framealpha=0, fontsize=8)\n", "\n", "\n", "fig, axes = plt.subplots(len(targets), 1, figsize=(7, 4 * len(targets)), sharex=True)\n", "for ax, key in zip(axes, targets, strict=True):\n", " plot_predictive(ax, key)\n", "axes[-1].set_xlabel(r\"$\\theta_{cm}$ [deg]\")\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "6e382bf4", "metadata": {}, "source": [ "## Empirical coverage\n", "\n", "If the error model is right, the central $q$ credible interval of the posterior predictive distribution should contain a fraction $q$ of the data points, for every $q$. Plotting the fraction actually covered against $q$ is a direct check of the calibration of the whole model, potential and error model together." ] }, { "cell_type": "code", "execution_count": 18, "id": "6f69e1e3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Ca40: coverage at 68% = 0.70, at 95% = 0.94, mean |coverage - credibility| = 0.052\n", "Ca44: coverage at 68% = 0.69, at 95% = 0.98, mean |coverage - credibility| = 0.020\n", "Ca48: coverage at 68% = 0.81, at 95% = 1.00, mean |coverage - credibility| = 0.092\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "credibility = np.linspace(0.01, 0.99, 50)\n", "\n", "\n", "def empirical_coverage(pred, y, q):\n", " lo, hi = np.percentile(pred, [50 * (1 - q), 50 * (1 + q)], axis=0)\n", " return np.mean((y >= lo) & (y <= hi))\n", "\n", "\n", "plt.figure(figsize=(5, 5))\n", "for key in targets:\n", " coverage = np.array(\n", " [\n", " empirical_coverage(posterior_predictive[key], data[key][\"y\"], q)\n", " for q in credibility\n", " ]\n", " )\n", " plt.plot(credibility, coverage, color=colors[key], label=isotope_label[key])\n", " print(\n", " f\"{key}: coverage at 68% = {empirical_coverage(posterior_predictive[key], data[key]['y'], 0.68):.2f}, \"\n", " f\"at 95% = {empirical_coverage(posterior_predictive[key], data[key]['y'], 0.95):.2f}, \"\n", " f\"mean |coverage - credibility| = {np.mean(np.abs(coverage - credibility)):.3f}\"\n", " )\n", "plt.plot([0, 1], [0, 1], \"k:\", label=\"perfect calibration\")\n", "plt.xlabel(\"credibility\")\n", "plt.ylabel(\"empirical coverage\")\n", "plt.legend(framealpha=0)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "051a8a1f", "metadata": {}, "source": [ "## Summary\n", "\n", "We have used `jitr` to do a full Bayesian calibration of the optical model potentials for $\\alpha$s on Ca isotopes, with uncertainty quantified resolution of shell effects: the imaginary volume integral is statistically larger for mid-shell $^{44}$Ca than for its closed-shell neighbors - exactly the absorption trend Oeschler *et al.* observed in the backward-angle data.\n", "\n", "Note that we have intentionally set our priors to focus on one of several families of parameters that describe the data nearly equally well. This is well known discrete ambiguity of the $\\alpha$ + Ca optical potential. In a Bayesian context, this ambiguity is exactly a *posterior multimodality*, something we can explore by widening our prior. This is done in [alpha_ca48_ambiguity](./alpha_ca48_ambiguity.ipynb), which builds on this example.\n", "\n", "Another interesting conclusion we can draw is that nearly all 3 isotopes want small surface peaks $W_s \\lesssim 5$ MeV (although $W_s$ is barely constrained for $^{48}$Ca). An interesting follow up would be to eliminate the surface term, and see if the simpler 6 parameter potential can describe our data just as well. In fact, the Bayesian evidence, which dynesty calculates for us for free, is exactly the metric that goes into a [Bayes' factor](https://en.wikipedia.org/wiki/Bayes_factor), which one would use for such a Bayesian model comparison!" ] }, { "cell_type": "code", "execution_count": null, "id": "926dfa1d-f03d-482c-8206-c1d6f659091b", "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": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 5 }