{ "cells": [ { "cell_type": "markdown", "id": "02-00", "metadata": {}, "source": [ "# A simple Rietveld refinement\n", "\n", "*Written by Claude Code, Anthropic's coding agent, for the rietx project.*\n", "\n", "We refine the fluorapatite structure against the pattern notebook 01 fitted with Le Bail.\n", "This time the peak intensities come from the atoms, so the fit can move them.\n", "Along the way we look at the plan's stages, the parameter table, two parameters the data cannot tell apart, and a constraint between three atoms.\n", "\n", "**You need** rietx 1.7 or later, which the next cell installs.\n", "Notebook 01 introduces the pattern and how to read a fit's summary.\n", "\n", "**The data** is `FAP.XRA` from the GSAS-II `LabData` tutorial, with a CIF transcribed from the same tutorial's experiment file.\n", "Both ship with rietx.\n", "Fluorapatite, Ca₅(PO₄)₃F, has seven atomic sites in space group P6₃/m.\n", "\n", "**Runtime** is under a minute on a laptop." ] }, { "cell_type": "code", "execution_count": null, "id": "02-01", "metadata": {}, "outputs": [], "source": [ "%pip install rietx" ] }, { "cell_type": "markdown", "id": "02-02", "metadata": {}, "source": [ "## A first refinement\n", "\n", "This is the example on the rietx home page." ] }, { "cell_type": "code", "execution_count": 1, "id": "02-03", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "converged Rwp=0.0893 GoF=1.60\n", " a = 9.37228 +/- 0.00008 A\n", " c = 6.88626 +/- 0.00008 A\n", " [warning] SITE_SNAPPED_TO_SPECIAL_POSITION: 1 site(s) in phase 'fluorapatite' sit within 0.0001 of a special position of 'P 63/m' without being on it, and were expanded at it: Ca1 (3.3e-11 → multiplicity 4). Largest shift 3.33e-11 in fractional coordinates\n", " [warning] FLOOR_HIT: phases.0.extinction refined to its floor (ρ=+0.064)\n", " [warning] RESOLUTION_UNCONSTRAINED: U, V, W refined on a predominantly Lorentzian pattern (Γ_L exceeds Γ_G at 4786 of 5751 fitted points; the Gaussian carries 41% of the width) — on a pattern of this character the Gaussian resolution terms are not determined by the data, so what they converged to is a fitted artefact rather than a measurement of the instrument\n", " [warning] PATTERN_UNDERSAMPLED: 4.6 steps across the FWHM (median over 76 fitted peaks) — below the 5 the guidelines ask for\n" ] } ], "source": [ "import json\n", "import tempfile\n", "from pathlib import Path\n", "\n", "import rietx as rx\n", "from rietx.examples import examples_dir\n", "\n", "data = rx.read_pattern(examples_dir() / \"FAP.XRA\") # GSAS raw format\n", "structure = rx.Structure.from_cif(examples_dir() / \"fluorapatite.cif\")\n", "instrument = rx.Instrument.bragg_brentano(radiation=\"CuKa\")\n", "instrument.geometry.axial_sl.value = 0.02 # axial divergence\n", "instrument.geometry.axial_hl.value = 0.02\n", "instrument.background = rx.BackgroundChebyshev.with_terms(6)\n", "\n", "ref = rx.Refinement(structure, instrument)\n", "result = ref.fit(data, plan=\"mccusker_structural\",\n", " two_theta_limits=(15, 130))\n", "\n", "print(f\"{result.status} Rwp={result.statistics.rwp:.4f} \"\n", " f\"GoF={result.statistics.gof:.2f}\")\n", "for name in (\"a\", \"c\"):\n", " p = result.parameter(f\"phases.0.cell.{name}\")\n", " print(f\" {name} = {p.value:.5f} +/- {p.stderr:.5f} A\")\n", "for d in result.diagnostics:\n", " print(f\" [{d.level}] {d.code}: {d.message}\")" ] }, { "cell_type": "markdown", "id": "02-04", "metadata": {}, "source": [ "Look at the fit before reading any number.\n", "The grey curve under the pattern, labelled obs − calc, is the difference.\n", "A good fit leaves it flat noise, with no peak-shaped wiggle at any tick." ] }, { "cell_type": "code", "execution_count": 2, "id": "02-05", "metadata": {}, "outputs": [ { "data": { "image/png": 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sxXJVLLyObmrZW+q3krr6nxM932JJ3bYLQ/uCHdXW11BD0Jg0JNP7kr+bo1mJIw6uMkyiSlrZ0F9qEy9YIQjcvaTDNaT2eoO9ePAupavNz6kXCnpmXkkzvSkXG+HOAeC6pVaEya/oQmZiUnrOeWkPURtVrmMclO/JjnW8RpLJc2lKWkMtJvnZqReNh529xTjsdFmH2NgOy8LsLUaxC9maY4wvEcjwCPdZamPkXFrDr7lrpeQNpeap1AtViXhqT+bqziddrrTdpOWtLD+nNJDpiWOc8NSPS2Hfdbp5nEZ+erLW6DdfXVV9dbUeK7u1rh/TpBc1gCkvR709n6Y/TLWa2PE9sqwvtwunRHGF7B2fnN44Votr3X3NFSm13EvN+ColLqbNZ1fMoOfqbxbLuHhxvzLQKcYg/wmX1rgHxXVdaGxGU1/s11i7P+dqQPdjAECVpDZGxmxevmy/enYVkaPW0F9kW12SYQiC+tucG/hIrWu3GGuGY09XhiW1hY5es9y6tly+tpP/tK+Rln8+lhwYbwupLYqR9u6aKhz+EKtw5mgI/PKtnindr3IEv1ipWs+ayblt5GFeTDHNW3PJ5zIkob6zMsIdkKxhnhqdR/UhWNnIHHKBlokszzapDqn9DbeV0T6u8Geh6QUu1ZyHfsnuwkCvLuetA92N4WoBqA6p1WLfs+Z6ufieaOmJ22oNN6PJkFpDBtcqrc21unadeyfOZ2Sv5F1qRU54I3tdkP5RzYztPy9cvktJ+b/5xdXfSKXGuNZC6T5TIanFVTn+iarcV4ZoAVKrvWl2mVpiBq4+Ys/7dTpNs6VW1JQZ31DfOd9N2LZ2bP9zjuluzPCNJCssZF+rahnZ6wmnI3eHv9RqPX4xhxuyDqCTOePN9qa4bwCoFqkl+y1764WrV8/nW9PA1h9UdMmWWtGX6TNnRm1yin4xrpxd26O+/3i18e/svGSc/7ZLeOPVtrL7wvLeL6r5ZV40cuJ/+YbazIYkXj4hlW6icufuq1IFpC4rv3KlbF6KFkRqtTZTTly+cm6NIzTBlbW2jEK+zuX3Ni27xG4rjlw0LhQNvd9K1KHvyv3nrxiXjq7pURX7r0HWsiNUl+d35Tjb3Z5dc+7K1Qv5PeO0GyG1WstPD18yLu3KdswhkTRoDx1oYa843DYAhEv9xMSQc4vF+d9T9ewErmB9lFyOqbjdiW7NL8I/LjGx8mPvxSb6ZOBWu2t8Zd+TxjvUN3SrR/Yw6KuGHchyjDwVrh0Z69ek5FwZE6QnVv2AcRGD9AiLu765DuODTGseG+97MuKvI//YRP/wPD4/bp80Qc4WJnAEoG5QZHzBzuBll5dJV25f4yrbfg33Y25BAACoLiYaV04II/bKlSQptb9cntf3kzLjLAKQAACgmkiTQxMkX5WhriS140WL3bmOqBsAAKgmXEuXifaxScteVFL7bny3zz5/JwlVAwAAkaKvPdQhAAAASC0AAEQLdzz1KKQWAAAiy1Ne7wNhJE9f9izqDAAAwsTr9T6FWgAAAEgtAABAagEAAEBqAQAAUgsAAJBaAAAAkFoAAIDUAgAApBZSCwAAkFoAAIDUAgAAgNQCAACkFgAAaj2vQWoBAABSCwAAkFoAAACQWgAAgNQCAEDt51Wv92nUAgAAQGoBAABSCwAAAFILAACQWgAAgNQCAAC4HjwullqXBzUBAAARU1o9l6U2V4fWAgBApHDl6u97vR/quS7UBQCgVhDfvHl8FGrtCK93JpQWAFBbaG4YzaPQrmWrFkoLAIDUQmoBAKAmSy0cCAAASO0NaBYbgWYxAACkVotwsNcfEewFAIDURroLwx/RhQEAAKmNNH9Ex1wAAKQWUgsAALVBap/ByQEAQGohtQAAAKkFAABILaQWAACphdQCAACkFgAAILWQWgAAgNQCAACkFlILAIDUQmoBAABSCwAAkFpILQAAUgupBQAASC0AAEBqIbUAAACpBQAASC2kFgAAqYXUAgAApBYAACC1WiVmzH0GM+YCACC1EVRaPZelNleH1gIAILWRwpWrj/B6P9RzXTg/AABIbeS0dqTXOwNKCwCA1EZUa9mqhdICACC1kFoAAKjZDoRRcCAAACC1aBYDAAAEewEAAKQWXRgAAJBaDR1zAQCg1kvtK5BaAACkFlILAACQWgAAgNRCagEAkFpILQAAQGoBAABSC6kFAABILQAAQGohtQAASC2kFgAAILUAAACphdQCACC1kFoAAIDUAgAApBZSCwAAkFoAAIDUQmoBAJBaSC0AAEBqAQAAUgupBQBAaiG1AAAAqQUAAEgtpBYAACC1AACgSE5JS/9NaxekFgAAIkPKoIILhuDK3tyuiZBaAACoZhoPPGz4cHFFZ0gtAABUI02mXJT6enJXwbdbD5yTaruzC6QWAACqiQbZl0hYy5e82SHWlF7PhK1XaNmGFEgtAABUCwVkzn7ROcbf0u2/n7y2HSC1AABQHew4P6RR0BVdthqdILUAAFAdZCWFXNWlNaQWAAA0dGGA1AIAAKQWAAAgtZBaAMBN4TdDJvVoCKkFAIAIMGXlysb0EfMF918oT9EgtQAAUN20MowT/NlH9hU71whSCwAA1U1fw/iMPmLLjL09+v1iGOMgtQAAUN18bhi96eMJ41ITTetpGEchtQAAUN2sNYzn6WOosZb+umlYhCRILQAAVDMbDIPHTfzG6Mu/jhlGe0gtAABUM4WGkU4fJUZH/rXHMFIgtQAAUM2sFL7aZsblBvyrzDBaQmoBAKCaGWQYBZrWz9jOPxpfNc7FQGoBAKCaaU/BtCvGXzT6848sw1iqQWoBAKC6WS67LoguuVsNIxVSCwAA1U6D5TTJTYloFEs3jDwNUgsAABGgaVrHOPEl/c03W0FqAQBAwyCKkFoAQI0j/cUXG4f6BakFAIBqYYfhnLTR9xekFgAAILWQWgBATZTanZGN9oLUAgAgtZp2BMPNAABAhKW27RXjaiKkFgAAqo9BS4hzhvHNEsnSdTQLwy4NUgsAANVq0AbyLKQWAAAiKrWXN3TRILUAAFCNtEkh9hpGjxRJh1YJGnqLAQBApCMQ6qLUelwstS4PrgUAQMTo8MQTDeu01Hr0XJLa3+fq0FoAgIbhZiKEK1cf4fV+qOe6cH4AAJDayGntaK93OpQWABAR2Xv44YfryQ8f6tW5ZjEXW7VQWgCAFqFQr05BIr46QWoBAABSCwcCAKDGkL1ixYrW8sOH1mgWAwAADc1iWjUHe/0BwV4AgCgi/pGsyQXnLl06EnTt8ks23WpSFwaWWnRhAABEC58rf25p0LUrHR7fF2tSx1yWWpxcAEC0kAupBQCAqhKT2MSiotahKfu/HNglrQKpbV9fEQupBQAABw0HbL8UTrBX2wqk9mGtJo7sBakFAESaR8rCjKuF1AIAQJg0YKU9X/i1RRtILQAAVDNvkdIOCCt6H1ILAABhQvq4LLwtKpLaZcUXzu9f1jUWUgsAAA42GEZG9UmtYn+Kn8QqOkJqAQB1knzDeKLapda45Nu45mh1g9QCAOognxnGC9UktbnLeqS2aNgqM48U9WwipBYAAEzonf6zapJai6wr1NQGBwIAAFgsM35pVc1Sq+UYxlYNzWIAAGCSmGec6FzNUptCobqQWgAAMPn0628vG8ax/GrowmDT2DCuQGoBAEBzzHtTTR1zbR4xjAuQWgAAiKjUTjSMHZBaAAAwSW7uR8L1S20XGilsCKQWAACqjp/Urrl06T3xZfKa3inN62sN05ZdpVaxRpBaAACoEm142rDL3BuM2C+XfW0YE8SXJcL/cEX8vZyuQWoBAKCqBq3NsaBSKwgVPQapBQCA65PaRs/nbCu9aFw69lU3F0b2AgAAB+9M8qNFBYlj6jtQ7Weu+vXjHUniNIxXCwAA2vUGe10HkFoAAKQWUgsAABEhJc2k+7zLRmFaWkNILQAARJCOF8Kd/AZSCwAA4fKmYWRBagEAIKLUu2QUQ2oBACCy7DOMZEgtAABElGLDSIHUAgBAJEn4xTDaQmoBACCSvGsYF+tBagEAoJpp2sqkTfoy6sGwQoPUAgCAFtHeYnpzSC0AAERWar9rrdVBqX0ZUgsAiCyfrDRZMaXfIxHeGaQWAAAiDqQWAAAgtQAAAKmF1AIAAKQWAAAgtUHxuFhqXR6cHgAApDZiSqvnstTm6tBaAACkNlK4cvVRXu+f9FwX2bdiATQXAACprX6tHe31TmOlZbll6YXWAgAgtdWutWzVSpHNdYk/OFMAAEhthKSWtXbJEigtAABSG0EHAn1doutLoLQAAEhtBJvFILUAAEitFulgLzgQAACQ2kh3YUCzGAAAUqtFumMugr0AADeEJTt27Hik7o6BgC4MAADtBk3J0AnDzQAAAKQWUgsAqNF069u3bxNILQAAaGgWg9QCAACkFgAAILWQWgAApPZmSu2v7sJZAgBEhuR3vtx+YE/BxM51V2pfUl+f8T6O6wEAEAHq51wyFLtS6rrUer1eXBEAgOonaZdhc/kFSC0uCQBA9bOOFHZrVquGyU+ydXu5HaQWAACqmzRS2nHqe4dzhrEWUgsAANXNFMP43vqRaRiX3JBaAACoZgoMo6f1I+6CYbSty1L7K0gtACASfGcYafavYsPoUJel9hZILQAgEiwzjC72ryOGkQSpBQCAaibLMCZYP5pcMbZpkFoAAKhm6h82LjQzfywxDA+kFgAAqp32unEkVXxr+LlhDNXqtNTeCqkFAFQrPYYoplw2jKIp2ZPW/mIY24YMaQapBQAArRontwlGJ0gtAABAaiG1AIAaQ1pGcBpBagEAQMPQ4JGT2tsgtQCASNCgYcM4SC2kFgCgRdhl20mD1EJqAQCRZCuklqXWC6kFAESQNT7DzUBqIbUAgAgw1DCyILWmwN4OqQUARII2VyM78QKkFgAANG2ScTUTUgupBQBElLhJV69M6RALqWXugNQCACJB/vnzV3hW8vMmHSG1AACgRXgohE51V2o9GXfSN1eGB5cFAKB6WVvqR0rdlNpfkdLq+r/Tt3m6Dq0FAGgYAyECUnuLprnm6afom65PdeFUAQAgtZGRWtJaIbVQWgAApDYyUnsrf3H9J31bCqUFAEBqIbUAAFCDpdY17zgcCACACOHq+tnX3281aV83pfY20Sx2HM1iAIDI8Kxe1+Nq/yClloK9/hPBXgCAiOC5akBqhdSiCwMAIFLUP2cYX7bcSaPWtnhTNzY0qx9TN6X2dvHtTnTMBQBEgizDOOJS09401409CRqkFgAAqpnPDWOINcPYi+JHnZTaOyC1AIDIkW8YHiG1nelHwiXjGKQWAAC06p/GkUR2g2Gk8699hpEMqQUAgGrmWyGy36oZxvYaRgdILQAAVDPzDKOHpn1mGJ/Qj9gLhvEIpBYAAKqZwYYxUNO6G8Y+mvOmK03HkAipBQCAauZJw1inaYlkzq5M701/87W6KbV3QmoBAJGDgg4u1tO0d1RfsUspkFoAAKh20jIyGtLHu5dZac+la5BaAACIGM16T5zQPVGr21J7F6QWAKBhvFpILQAAQGoBAABSC6kFAEBqIbUAAFBLpfYVEti7ILUAAEhtBPGwVXuXywOpBQBAaiOmtPoIEth7cnlGMUgtAABSGxFcuaNIYP9Nz3VBagEAkNqIaS1btYdYaSG1AABIbYQcCC5uFvt7hgapBQBAaiPmqs1lqf1/dDSLAQAgtZFz1ersqz1Y5IbUAgAgtZHCXTRKWLVms9ivcJ4AANVM2pIsBHux1N4rgr3upm+34KoAAFQzfYzcOh+BkMERCHeLLgyQWgBA9fFIX5OVxta+fdMQV+v9G8d6Cam9FdcHAKCabFkfqsuwrZfSa8r3xcX5Na1ZjK3agyKuFlILAKhOqT29QrLTOLpiRc/qyfWTy1K5S2tisNffdA+kFgBQrbTaaqxsUu2+2lyjJkqt6sJwr8d0INyG6wMAUD3E9Llwvme1S+2l3Uv79axxUisHUbxbg9QCAKqdZmuN9a2rV2qT4+lPW0gtAADYZJ69NDC+2oO9ar7U3o5LAwBQjSRNvbrnc0gtpBYAEFnSjhiQWn+pvQPXBQCgeqk3ICcTUgupBQDUMCC1AABwc6S2uaIjpBYAUDeJub9zl26etJQGEZRaRydgSC0AoM7RpF/hL0oDrxyb0hlSC6kFAFQ3rnEXfcedWf9InXUg3AupBQBEhMT1Ql9/2be14Ptd+lXxPb2uNovZUnsnrgwAQDWyjLT1QN82pvB2+YpG5rrQvE5L7b2QWgBA9dKBlDYn3rkk9ZxhLKl7Uuv5I0utmIUBUgsAqGYmGkaB36LnyKyNr2tS6xFDg8u5xSC1AIBqZq1h+E/hGENmbYu6JrVywpuPxYy5kFoAQDWzwTACJhUrNoyUOudAcLFVu1lMeAOpBQBUv1Xbw29R7HnDaFblDFsVE4cN4zJ/fluDmsXYV/uxC81iAIAIMM4wtsb6LupmGOfjrsegtTkGqQUAAE1rR5G0S+o7l6RfMIzPtTontX4OhLtwaQAAqpHPSRHLBndMkL+aZeWT9p5vol3H3OQO2tWgZrGRPs1ikFoAQHXSYJ0c/KBs367iI7KL7vnOEd1jFAd73WcFe0FqAQDVStzAC75jIHzTWqt7UuvfhQFSCwCoZpJ6fnNOyeylogkpkd5dFDeL3adpkFoAQORo1KFzelrHVrE3YFdRL7X3QWoBADWe6PTVuoTUeiC1AABIbeRaxXJFXC23ikFqAQCQWi0ysV4iAmGTiKuF1AIAbgCNmzRx1TUHgoqrdZkOhLtxGQAAIssOw+hU55rFRG8xu1kMUgsAgNRCagEAkFo4EAAAAFIbolnM+6d6kFoAQPWT3DyQPXVPalWwl9f7OqQWABARCzYYnepmFwav9ylILQAAUqtFtGMupBYAEBG20/S45/24DKmF1AIAtOqdW6wrmsUgtQCAiPKeYYyD1NpS+zikFgBQ/WQYxteQWkgtACCitDKMktoltR7RDUFMp1AVqaUNWWrvxaUBAKhGaLabRn6L8s+f71hjpdYjZmJ0iUnCwuJVKbW0IaQWAFDdPJuV1UirRYMoksjmusSfKlm1H9GGD0BqAQAaxqu9ltYuWRK+0iqpnU8bQmoBAJDaa2rtEl1f4qpis9hHtCGkFgAAqb0GHveSQ4eWuD2QWgAApDZyzWJFW4YNO1hUxWYxOBAAAJDaa+Mu0sd4vWP1IneVpNZsFrsP5wkAUG3kdA61ptGklJpq1Y72eqcVXUewF6QWAKBV88BeBenBljedeCFi3Rgi7qsd5fV+GL6v9lWzC4OU2vD7QAAAQAim0ICJhwe08l3YoOtaGtyrrGVNjUCg+RQ+DD8CwZTabP1jltrw+0AAAEAo0ot5eNojy95JbU7Ozfjktt0mf3+Rlvwy3q3V1Lhasmqnhx9XazkQ1q3mWcaqEJkLAAChiOm22xwP/NIv5rcLnyZrNbe3GFu14Sul1SzmZqt2E5QWAFC9PPHFBecMDFc2vJWo1eQxEChC9pnc6wz2+hhKCwCobuLThqzdd+GKcam08LMXG2s1uwsDzxL2tKuKzWJmFwZILQAgYs4ErTZ0zGXRfFrTqiy1rr/CgQAA0NCFIYJSOz/XnYtmMQAApDayVq2+Tmer9gEEewEAILWRkloK9sp+EF0YAACQ2ohKLUksN4s9gPMEAIDUahUPh1h1qdU0SC0AAFILqQUAAEgtAABAaiG1AABILaQWAADqgtQ+CKkFAEBqIbUAAACpBQCAYEx9swGkFlILANAiPMXYhZxWkFpILQAgslJLI4KvS4+B1EJqAQARo/Wkc2KKsX4NIbWQWgBAxHBlFlzl2RuntIXUQmoBAJGj1cSzbNoWvBALqfU+iOsBABAh4rvmXyGxLR3YuKbPLfZMVecWe5y2Z6l9CcPVAgAiR8tPynma8i9S69yMua9JqfXo6x7lL3o2LgYAQMSIfbZcTFFe3L1mSq0rVx/h9X4Y/tRgSmrdW/V/8JciTHgDAIgUzYaUss7uvcRO24Y10oHgyh3p9c4IfxLG18wJb/YvFlYtpnEEAETGoO3y9WX2HizrqCVNpG8ramazmIut2vB18jU1jWNukrBqobQAgIgYtEPL2KA9NkC2iXWlTg1JdU9q5+a6XDxjrhdKCwCoduKe+5ZjD67kdbF6jJHLNqXuORA+crlyhQPBjYsCAFDN9D3NBu35T53jIOwyjE51r1nsI3euaBabWQStBQBo1T8Gwo4e9fyXdap7wV5z1+lFbNXO0tdFjwvB49LufPAOF0IiAKjpUnvpiwBnQUL9+jF1qQuDlNoP9K06+2qfWhc9wV709HC9XJWnBwAgushopNWu8Wqf0arYLPZUrp7NXRieiiIbknwiuQg/AwBEmdS+ch1S+zhJLHfMfSqaaoy0FuFnANQCCi5c6BjqVx2RWo9QWu/r9C3arFrS2iUIPwNAqxXNYp20yDeIRbHUenQptXM9HumrjSrPKKQWgNoptal1TWpduVJqP6C42kWieSyK3tfhQACgNkptcaQ6L0SzA8ElpfYp+sZW7ezoUlo0iwFQ66Q24RfDaFb3msUsqdXYV/thFMkaB3uxVYtgLwBqLm07EvsMo0dHSeqzawzjnAapjaJzRF0Y2FcLpQWgZncUC2BS3ZPaBF8Hwqwoe1unIuFaBaCWSe3aBnVOal3/4dss9mF0eUZ/BakFoGYzMJegqcnX5ko+//Ttdlrd68LgOSuldo4K9no6ujyjt0BqAah1EQhaXewt9rxvF4ano8szCqkFoDaQvWJF6zoutbf4Nos9rUVVs9itaBYDAEBqIx3sVQ/BXgCA2iW1UedAoC4M/44uDACAKBuv9pWqjFdrSW0UNou5cn9Ex1wAajJT1q9f305++NCuxkotvW2/UpVZGCypdeUujLpgL9e/Y7gZALQaHlXbKUhwbc0d2auqc4vd6tuFYWZU2ZCQWgAgtVE3Y+4or3d62Ep5axR3zHXlnoIDAYCaTIPExMRY+eFDbA1uFnONqIpSRrHUolkMAFD7pNb1EX3OiCJdI/fznQj2AgBEmQNh9HU4EJ6OxmYxj+sOdGEAAERZs9io62gWe5psSLZqo2wq8DvQMReA2kS9t9fmf9ZOq8FSS2/bf/B6fx+2UlpSK7swPBNdNiSkFoBawdYjh5Ppo/52Dj+41LVmd2FgqQ1bKW2pFc1iz0TX+bkTUgtALSDFMPbw5wQZ6nWpZY3umMtSG/ZGt0FqAQAR5l3DmMDugwvG2pS0E4bxOaQWUgsAqG7mGUYv+uhiXHDz3xo+t9h1SS15Hm6m1N73+J2QWgBqK98YRhf6+NRYRn/jaMbcJnVWaqk97SZK7a0hig6pBaA2sNUwOtNHgdGTfx0xjA51VWo5SuwmSm0oSYXUAlAb+E5ateekxBYbRkpdlVoeZuamSa3HdWeIrgqQWgBqA8sNo7+mtTUuxmtCceuuA4F79LLU/l67KR1w7wrRAfcuSC0AtYB+hlEcT67afP7RwjBKNEitdjOGlfm34MPKeO5hqUXPXABqOM0uk9Z+e9XooXQ3R6vrDoTf35whvH4IOliiR0iwC+PNAFDTyRZdF/byTR57wLjSuu5J7e2+zWK/vznDJf496BDgrtxDwrGAURQBqOHE9D9rXP62GX/tZRhTtTortc+oYK+oklrN9TeMVwtALaFRPfnZpmPHhnVYalUXhqhyIGga+2qXQGkBAFE03MzLXu9LYTchmVKrRWOzmHY3pBaAOkhs2tDcKQPaBFvVd4VNp5sziCJLbdhNSA6pfTzqgr3gQACgLtLpiBwB7Osg4bcrHZNBvnhzhgb/k9f7p7B1KQqklgzyu4J2YXDlHkSzGAC1g/v7Lcsr/N6kfUVJ0y+bWnoyOeqklnRpjNc7JmxVukNK7UsOqfW4bn/07hsbzRq8q4JHZ6s2AcFeANR06n9+pdKTkze5YBgXp/bul0/pvgsmtQOyFC1vzjSObNW6tKpJ7cukrEpq6X3+ae+r9W6owIXoFea5l5bfgi4MANR01hhGpaX2cxpk8RH+0sOQQyf4S+3D2s2dMfd6pPYPpKxKaskVQV/+Ft5ru0ckrrIohuqAy81it+AyBaCGk06iue3ZJvUtYkKndV8yjK7WMLf5USe1YsbcKjsQRpCymg4EVy59ORie0gphrnq/roqk9lZcpwDUcMhQ3ZNQybRdDeOYUuI2hnG5YZRJrZwxN/xmMSW1I2k7q1nMxVatK8y957pcVW/AgtQCUJspkLMwVIocw5hifj9qGOlRJrVyxtyXw7YrTavWpV2P1LLWLllS9VCBuyG1ANRiCg3jycqmpdawLPP7CsPoGyi13QdP/Xzcc4k3c8bcP4TtLVVS+76S2peq5kCgjZboetU7G1QktbfhOgWghrMs0DoNyQE5Y4Pgk8BBwKxgrwufJNy8jrl/CFufldQOVw6El6rYLAapBQCEpDtFaFU2bblhtDW/9w8cmsYRV7urka/EKjpGn9SS1+FOKbXDzspmsZfEQvpyd3iuiAg5EDjY63ZcpwDUcOodNg5XVh0oqtaKl+1jGCv9pfbCNzn9ew5YeZG0tsBnjSOWLOJS+4pWldEHmP+QwV4vCVOXpdbluYHNYpBaAGo1Hc4byyqpDucNo5X5/R3DWOG3up3KpvFaktQXaojUkkQeV1Jbz2P5ajWNpTZc8/i6gr0qkto7cJkCUMNJf3HwZePEJz1eNGkcOm2ZYTxifh9gGJ+HShdLbW1rbpYD4ZWwY8T+U0ntrdr1SO31dmGA1AJQm9lhVL63WLGjCY0CvyZV1C+iXLsZzWKvXI/U3nZ9UnudQGoBgNRqZh/e3ub3rw2jZ8iEydTB4WZJ7R+r7EC4I8Nz06TWk8GS6srwQGoBqJVkDfCjqVbRNGSmfzaGpjFPDZmQZt69WEOk1tEs9u+6/vr1Se2v7qxy7wv9Y9rjPD3Q03sfpBaAOsYTFDLrtlwE5+NDJqTRaI7WEKlVg3Izp/Sp12nV/v61R6tWbtc8fQsPAa5PdQWT2jtx7QFQh4glU3ao/LbVMJaGTNek1DBya4oDweO605TaqVZcbQYHe92b4ameYQwqpbWbWWoDlRZSC0Ddg/otXO5DA84kLjeMK+3UshUruokv3V+Uo4XHek7Q2pSaIrWaZkrtf5q9xeh1fqroLRZm4NbdVZdazcUOhKVBou4gtQDUGlwdn8vKSr52unr7qN2sdG3+L/TxmWa1j00QX5YYV0/uWLey4Dw3rn2q1WCppdd57pi7JZiRCakFAFSNR1ZclKEHvfPynq046f0lZqDC2rhAqbW4OjnmpkitR0htuKGtptQelw6El4XrlKU2PKX1uO4OOj0YHAgAAKL3JTPK6/5LxslrjF3bcMovYmaxd2I0f6lNX14mM7q4stNNGtlLH+H1vhp2hy2zWey4bBZ7mZVvKX352BVm+9q9wSe9rVyz2CY0iwFQm3nxqmHs/aRUBNR+4RglMRT1O3V9toPjd1pWluWXbdqxS/cuKfE3bxYGGhr81bCHITCl9j9lsFcVpZYUvurziF8j2AtSC0BNpyFFFUyK4Z4MJLVPBpnGpjqJ+NxiZNW+H7bYmVJ7l+zCYDkQNk8NU2vFPOKuKnZhuC9EFwZefheuUwBqOL0MYwc5A7YLqU24ZFx0aTVXarU/0rCzYQ8Za0rtnbJj7stms9jmMJvFXGzVVrn67gs+ObnrAVp+DybMBaCGQ2Fbb2um1PI0Nq0gtSrY6+Mwg70iILXkAGap/TcdWgtAzWa9YaTZUltkGCl11oFgSa3qwnBfeF0YXLlbqu5ACCG15ABmH+6hXBeuVAC0Gj63mENqDxtGm5orta7ckV7va1VuFrvLklpNdMy9T7thzWIhHQiu3NXhTygJAIg6VsqgAym1cZeMqw1rrtSKYK/XqhzsdZfmeYqlVoTGhi211xXsFVJqZdeGe3CdAlDDGWgYy+hjm5DaNIr70mqwA8FDvtrXwu7CYEmtR/+APv4g1DJsqdWy3dyFwZ1dxbI/UIHU3o3rFIAaTrurxqW2ptTS7OPjtBreLBZ+11hLal25c+ljlPAB0JcHbqhV+wAcCAAQrTMzW97ofTbMzOwY8Z3QeN8nOwqpjZtkGL8kazVdan+lVWH+A+lAcLFVO1p4W8OW2uv11T4Qolnsr7T8IJrFQJ2hp653v9H7fFjXP4v4TnjEQ6OIxojJ4/ENInuMN0Rqb6mq1NJrOvtqR7m0qkjt9UYgPBDsKUGm8oNijDEEewFIbQ2XWq11sTVMzOWeWs2X2ltvktRKt2qVzc8Hgj4lZBeGu6G0AFJb46VWq9f3gBDaSyvbaTVcal+9Pqm9HgdCZKRWLkezGIDU1gKpJZqmd3uhU72I7+aGSO1tVZZaV+6cqjeLkQNh8/U6EG6F1AJIba2W2htElEutX7BX2M1iH19vs1gwqX0QUgsgtbVAarv4TL/QpVKTMdRWqZVdGF4xuzCEHex13/UGe90GqQV1j9hH0p/r3NhPauuldElv4UyV3Pm5Lqmt432XpLeL8Y0Ri+2Q3rV9cmZmZztZemZmg6BbMI3TnktNujFSK0dPDP6rZkrt7dfZLPaKVrVmMY/rvqrPwgCpBXWUhoP26cTptZ0dUhs/YD8vXGeNyJKerwsOfK4WxTybX84L9vRJsDeL7buHFg1ocETfb7lDm5Tp24JvQYK0pIwWnJjSCFJbFam9I5QSitd8TwVSm5EhpNajpPZBrXr61laOB0M8JSC1oDbTaptu0t/SzKyv1KKy5+WyPlYifYBY0CDXWrCmobXZCpXiM11/ztzB2yrjwC20DvvUgu2dbrjU7jSM1BortSSmLLXPh3q/dwmHqiek1P5OzsIwQvdEk9Ryke7VXAj3ArWRxK2kdPtWTBUGZ5apmbRwz7J5hbSopD0vakbGZ1n+vNw1G0qU1NKQ0vqxtbnLdtHnPHOzDbq+e/mUKc9pv9H1ZeYevtPLmwffouFu+rp72bytYoc3WGppvNp2NVVqWUxZak95QrRa5bpcQUf9MqWWxqflZrFRZrDXjZfaIAa5ZzEtf9qVi04MoDYyiDS0Dztg267X9aONlGbqJVnsUe1EWriWF3WjzyZSHp/ngQi17rp+sjd7YGO6kKchzdzsyAvSERuzXS9TjU4dyIgNscVQWvQib/BEsX6jpbb9VeNKYk2VWtZRltp/c4VavWRJ0PgAU2o3z5vKwV4jXFoUSa2LO+Z6c3V0zQW1kASSvV7ya2PS1T6mZqoQhLYndZ1GaNF66HoXn+222gs6lUsLljdLM9f31/Xe8tsnut4t+Bb1aN9dlR6XRFZqhywjqEdu/jLJ8nyapHynVmMdCCSm71cw56Fria4HnaHBsmpdoguD1Sz2YDUNznVdUiuWe6G0oFbSUdd3xKrvpKdfKs383lyfIyUzRddznXN5t1HWrmCdfjhWbvaNtaxFuV4g7/p9+lF38C1o3+vNJZ9FVmp3GIFc7VKD42pdSyqW2p9qotSyr9a7xO0J0a4XurUPgKiH5HWi+b2prhcrqR1iLuui61M06WjdO6VHJ/OV+0Xyxb7wQkZGRldira43kZsNsDNeo+uPqAw+C7EF7XuQY8rqGyu1l75L12qy1OYPY6l1hXDWrnr/w6DW4e9sB8Ls63IgPBApX6136VQ9O2i7XgWtfQBEPfaLPnFCL1NS28Nc9IiuLxd3b7+9IiBhbQ8RxNVP96WNikCwMybXrBg5+gtd/02ILfo7NugQWalt3YHYS7MwdJC0axGv1eTeYq51OkvtPUF1h9RIDJEVqLWeLUpq/3m9zWLXLbV3hvLV0ryS7qDtehW09gEQ9QywXLXEEb081k8z6b3/K/ktvlPfXA4e2NZGbuZDh4BOZu6j+l6Ss8al+vYYLfgWtOhFM3n7Gx6BUJOllgSniKV2W1Dd8ehLeGKFJYEyLEaJYf779QZ7RU5qz+jzXMHb9UK39gEQ9bzleIlPpA4Kyqrtby57Utc/dyR/mBq5tsaLzfKmOGgW2J+XvK/0it7LzCvIFr11vZ+ZOu0GSO0jnTolarVCauld2s1Se2hdMN3J1ndzB7DdenbQwAGvmCFXdGH4o9mF4dFokFrPIi7af84j/Q/erheytQ+AqCedeoQ5vucpqV3psHoH+GxA/RA6C2Ucd42hEzrTmyDNK6OX329q6bjAfa8wv7+L4WbC7MIg/ABBdcddpAsfQZE7YNW9ptTKjrl/FFmx1Ibb2BQRqRXNYv+Z6dEgtaDWkUR9E9RbdezXqjmMNLO8g2Z1MuAArmaaw7lLgtrgmL6/iZ1L0yBSG7NDP9morQqqDbpFozL9tOpF0GgvpDZMWJb+Hlx33EW0blMQpbWk9neW1JKBzFIbbmNTBKTWIya88R7XM9hV8Pe/w4EAahWfU38t0SHMNYkUtrUZILtNzC6WuELFgg1dmyb7JjRW4bHU++A7s7PVE2sGBRsQjAziHkPsZUG2oLCGrWJEm4Yr9Rs0NHj6wJzPc01a1WCpTWBZOhRCd9xs1QZRWisCYaPHlFrZhvbXcBXsweqXWte8RVJquVns49de/Td9ndsZ3ZUxVf+PuxOmQmtBzaT1MYor+LzniwN5KIRJpifgqH7isx5ZQ7kT1wtKJ3fkvNW992dHqHMtD2CQtJUHqBnUo3vvyduVu9dfaluW6/l79GOmezTIFm2p48KxnB5Z2XtphzdAamP6nfcJ+KrBw824/sMbIsqgIqm1msU+dmlPKweCyGlhuPp1XVL7qJhIMoAMIbV/F8FeL3m9z6zT1zmiuygccOpT3mfo8YxgL1Aj6VJijwLTwJTat3eby6T69rJDB8qlnrba6ggn6BF0mNu1uo+tGriFllWufpZ2vxFSm+MXW1uDpdZzRgzQFfy9XzgQNgZxIHg2K6l9XbOkVqtHXz5yaTdOaj1CaoN4h1/3qhXZ7pe93t/Tw9kR3UVf5nEs2LwM3LOgZtKxQMrdiUGO0RBbyjETT/ZXg8umLDutxuAyI/8T3zsql5z+smPwEcVf5LWOcWsDttC050W0rr7nNzdiEMWUq4ZRNiAtxcJdgx0Iz8t5azzhNYuZDoQHbqLUSp9ssJDgR+W86ew/Jql9KVdf53TOSlcH3Aeg5hKT0ndizpCu1tjgaVOmpGoxvxmQ80kPR0NWs6xxn018O9Uxrndi+oBJnw3p1sy5mZNEiuma7DMOuN8WvKTrezmDuiRoTaZMyboBRm1JY62WNIvd6g05uGu2zlbtA0UVBHs5pNb17zfYgeDKXSTGFgvYpYyrpSF0SFT/5PX+iSLafEIOXEuuZ+5IAMANIt8w+ml1QGrp/ZvV1J2tVUJqXbk/sVUbXmOTx/XgdczCICR1TKDS5i40m/pcuWNFCt/oroylvFOMgQBAlPO9YaTVGqm9zVvRlAWh5rAxpfavVrOYR2er9vGwgr3oBf/Rqs8t5nEJR0FGYK4fCauWc3WRVTvKr9NYhs4OhHlT0SwGQHTzFaTW9NWu9lgOBM8d9OWpsGxFksC/Vnm4Q4++7nEx1kF2cKn9myW1vkMhuOYJqaU4BPgQAIhqehvG23VHah+syKq1IxA8GXcKG9MTvru1ai1UNFLOfN7jCX/rVDkQDgoHwjSvd/Q6oaquqWaw17ypQmoRgQBAdNPwnLG91kjt7dcltcpX+ypHq/67HE/LE7a7tYrWZdIJIamBARIuadWazWKjpJ/WNU8VzePiLsRLobQARDvpl40htUpq7w1PauWc4j5SS0J2SghfeK/l1yO1Hn0B7zFIgMSj6vFBvuDfe70vk8fAd9REltr/CfcBAFFOm5R+l42CrNRaEVd7R6DU0hg0jz51hyvkuIikYA8oqX3QlFrS2uO8IEylvQ4HgqaNF1KbtI6tVZ+ZFR41j8njYql1ZfgOeuDi0Rp+QmAtAFFOwFQMnWqV1JKSktH6tIgLCDouIhmIHwdIreb6T2+4Fup1NYuRuAupFRrqM7OC5UAgWGr9hvKSXRj+HWMgAACpvZlSS+1NrFVi4IDgQ9C6cjcGkdq/hy211xXsRYr5D+GyWOLynVnBlSskeAsrsLRqPT5SK8cguxMT3gAQ5Qxa4kfrWmbVFi0QPlBPyNG+XYFWrSuPHQijlmSGI2CeDJbahAxPlVy1ophePc8lhPfMX1XHMTvYS/lq/TrmypF170AXBlB7ueO+++6KVOpQ3HbffXdrGK+2Yqm9L4i5KKSpElL7jGwWy9OF1Op6eH0YWBUTqtabIFtK6gG5MXsN1LC7HhFve6/HikAoIpfI4+wxuOPRu83WvjtwO4LaC/XCfDxSqUNB02g/DakNR2opAnWh2cAVyoGw2l9qKdjrB/oyUpdGZiXJ0HlP/1HFGFcpqbqcrMflGOzmcdNSN+Nqc+8UzmeenOc2lzTW78TtCCC1105953333QmprQ7uDCK1YmzteUpqH79Gs5iUWs2T+XchteEorWrZOqjPq1q7mLBqTQctfZ2vfASW1KqOudluDk7LFD7a+9hHC6kFkNrKpa58TpDacKXWz4Hw+DWCvZTUato9LLVLwxPNDFbLMV9UrTuBR/QWE2EHMqrAHOzGT2ozZHllh9yP2QqG1AJILaT2ZksttTctls1iov3o8cD2I48rlNSOWBpmCMJHMl6rak1UYgjwX3H5ZFSBOdiNWH6fy6McCDSyzMeiI5sc6Vz33BJ89gYAILVRIrUT1wSlTe2yatfJaNd1GT76pfnPvuiQ2td4s3+jL8PD6y3mynMEEVTRV1vPY433+Lgc71Fau+QpyFDNYvOmbpRjedHfRWT53gqpBZDaqJbagIjamh9XG8yqncohWFNZqejzg2Cx/oFS65p3kL68H96AWRlyxJiqNYspk/jfRWcxMYnN4/McXRgo9CvDDPbK+FiMUMvDzKyi8t0GqQU1nTvvvdsZRXPbXT6//QTSkfiu++67XX293Yzx8kntk9Od95E989R9zG1q0S2+e5JL7vwVpLYqUjvvUeHa9Ii2pjnBelU9qKT2UUtqPTpL7avhzY6YaUptplaVPgxi4x+5fHIM2o+UZgtrd5OzC4OUWpbjVfOk1N6NmxXUWO59+o98jf/xGdFt/rZHn36Ff772h8dvDyK1vomftsPo7zW10UodkNOjXgt5x9z7DGf22kt2f/07nuIlrzx+a7VK7bM9gpJc06X2gRDdZdlX+4FLq4zUah4ew/Y1V1jdETz6HM5lT9V8tdJ6/XfRg0E4B+YKk9rjElL7D7tjruzdJh0I/6Djuh1SC2owtzz1mql/rwhD1dbDl+/yl1r/xBVKbUBOflL7Kzuzp29VVvIf1IKX7kWzWJhS6xgEprJS61WuGqG5WrgRCN4lVRzQUEjqnSoWmKVWKK2eK5ZvzDClVgWnyWaxVdQsdkekpNZn0BsAIgN30PS++vLLf3RI7at/ePkPr7Lg/cpPav0TX1NqfXJ68CWycl95ieE75imh2C+/zOufknbwy3ITWvISpLZC7gqUWmtoQ+FAmF2hA8Hl8ZFa76+q4gOo6sgvDqnVuFlsllsa5UK/NwqnMUutxxns9VcK9oqU1PoMegOAFqkmL+9LD9zC7+4PCr278+kHhfP0tgdfMUfis8QzIHGFUltRTppsonma75w7Hn9VuR3pHnztqTvY9cDyC6kNV2o/ElIrg1U/DCaEltTm6v9qKqyQ2lvC1KZZXnO4hSo4ED7gjf9TTWPDVq3oCuGaN9drTaUrHAhyfF0ZUPEgCeGdEZJaV67fwLgAVD9kRz5za/BVd7/mL54BiSuU2opyIl6yO4/S4mfYPfGKtfqB1yC1Fb7x3qXmrfGJ9uLusrnubKFNTwcz0kyp/ato45cKK6T21vC0aatQRX2rq0rCJjY+niunWBC+WqG1GWL5A7kcGCybxcTjWA4z86Ar23WnHCIhIlrrHNcGgOqH7rNXA0fw+NVd93KYwB95zFCHQAYmvqbUhshJmmUvOwT/jzKLV0zz6hlIbYVvvPeo2Rh94mpFb7EifTxr09PBGrpeV1K7cJ3rGR+pvU0Lb8SYWSEmUqhU4T+wZsaVEQgfyAiEDJHpAxn2yF6eB6STg6WWFt4ljN6IaK3PLOgAVD+PSnvS1/T5/atmc9UffQQyMPE1pDZkTvLr0/eZ/F747h41fbZyX3VVaq/dSENW2L+pOcaDDKKor3MLB0J20NMt+EemS1i1z1dNal3r5jpGjAn7+IST/i6PjAVmR/1UKbtzpcHtkSN7/YnMTIdV614njnlzJGxPj5ul1g1XLYgcjwe87d/2eztOQPbctAQyMHHFwV6hczLbRrw+MQmPO8ajuq/OSm1lGmlcuQe9AZPaeNxiaPC8dfpu+pyxO0gGr/s5EM54xInzem+viru1qqr3lN0sZvchJl+CkNrVeextHksdcyl7llrZeZe8y+sOsVUbCaXVi0599Fe9CM1iIHI8FTDangwy+MPLFCbwqp9ABk0cWmoryMm83xzc65t/3Q32qlQjjetvQZrFxONriStTP0uf04L05fIsUpW9oEj/kD//gyw5IbV3VEUtXdp1SO1d9oyTT0m9k16JVSx4PNzMn1xyzAYyZ+XDwf1P0Wuj+mOy3EW8638GzuELQHVatU/5LLjzNQoCUM28rwRatU+FlNr7/KW2opxkZjLuS3G3r9X8QN11IFSmkUZK7YNBpda15IyQ2oCuth73X5XUfqTvn8af/0K2842XWmFb36Uk04r0y5gq+kWsEjY9Sy2FHjwoRltcx97lXFfGQTEaTfXHZHlE5O58WLUggpCiveS/wJS42/1t0YDEfMfd5/C9+qcOmZP8+lRg+/gzDtWos81i126kCepAkMFepNHu/6LPsYFKK6cE88qxaMZ61aSI93rDH5tQOBBGV9GBkC0k9Z51UtksqVVeib8K7wmVbgx1E5Pj5yTxw8GdIUZr+HhqBCIFPG6xBygtiBx3vOb3GuoQw0f9PawBiZ126O/9pbainGRmrzhsqdulHfyqeq+87RVIbYV2798CmsVUFNV/0IBYP/JosklBtvrItGrdGX8yByL4nZDasF7LXbmsln+qmuipoNz/RzWqBZFas1ls3lQeFXKdaDr7iOqEj3ljeGOQVfaAQnWvA0Crvs5ifzQN0zuV5Sqbox94NUAg/RNz6lfutN5dA6zagJycbgHK7PemMXXX008puX5JyO8tT3vhQKiw5UwI5CqfgC4ZRVWPelftYptztzsw44WmrzYjV1i1X9DQLpvF63xueHOL8Z5ertqrfIYcQOGgGqvGklqp3+xA8OjrXhLZj2er1i3GQFhIgRX/XUjthOo3PkOPzwNAdXEX9bF97ZlHH3jgwcdf4r62d5Asvkw/H32GXK3+UuufWLuVe+hy6pe8r/pLbbCcKAj91ccfkCN7cWavPv3oA/c9+PjvX5O3232v8VAztMnL3rrbhYHiY+fd8+i/6XkZFU1Zu0V0YfAVOxFFdXuGvvsUS22Q0WRdplX7urAbvd5dbjW147+FZ6GKPb1ctQYql/TJHlR2uyW1ytr9Bx1SNpfuD24ZKOwW3RwW6Nt0PubVh/Vqd6m6Qo86CUC18YAV+iqHNbAjA576Q8Brv39iewSZVx8NiEAIkhN3EbOGm7nvj44ABP9N6q6vNpu8By97X9pdoaRIgfyrrzoIAbzDtUI/JSfBDdBq9z9MqdVzxZk4RS/x3PnVeyhMmeE9/aGqyiYcBRvdmp9Vu242L1+8TgV7UW+FokXCgcCddz+ap29jqZ2hV3HyyAqNdDu6F4CIcfdL1vhb1rs7D/b01K2BUuufmO45OTrXHx8IDPYKkpN29x8dgyje9Yw5tNcfHlXjnTz+qhLuujvhDc0XrosBraa6KujMIARysa/Sitd6cgXo/8lVGqgcrnULTKn1uIVV+79Iq0VOf3eFH4HwynWNcLQlN8Cq/UB1YZARCNwbQzaLJctGq6RN0vGwu7pjsuQA5U/Ng9SCCHPfU8+89PunH7/vV+bP37/0zOMkhrRULnjppUdDJdbu5dSP3kEi/NLj/qkDciK3wqNP/16N7MXK+/gzlOKpB+yBpe56/Bna5C7tLjO7OuirFW/MrLT6vLte+v0dQSXg3mDNYnOkKyCDe7C+EqDQap5H+Q7hGaNctBlCav95A6XWLRwF/1QWue2U9wgJflD0IntJjrEgBnXQ98tZdaVXedHuiDkQ1rkxliIAdSkCYSnd+TSxIo0Q8KE9R0EQq9ZXarUMNgu3zMsQg9m+EsR4WzfftGo51JkDD9SstN6D61w3SmpdecJRsGW3Fez1tDNY90FRUmHVysnSkvabs+qKpsB/JEWoWWz2OoylCECdlFqao2C41zszaHiTkNpFQRwIFHjqCS61queu8oy/LPsR5Or/dNqYleVfxbAWrqpFIEip1cdrflL7tCm1Gflj5YQ6XN584U95XM005l24JFLBXm4aWeLpRzGWIgB1xoHAvb3OTnXJOQpmB1PaYM1irtzZSjTvssb30YIMyi2tWim15L/dKLpFhxfsJQbh+mNGlQzAbOmT/aeYxtHFUvuMxyG1j4o+umOk1C4Qf/PFOAkZ84SvdmHwkOPbfqVdd1ytK3e67UO+UWAGCABuUrPYPJ27IPzEzlruJzUr2BuzZ5Ma4du5zj2Do6GoJ//vQtmc5nAzcz2m1Gou4b+92xVWWO08HkFhhF4VA5DcGEJSN2eL+OCM13gQMhkfbEotNQwqqRWjQp7UpXdZ3yiDwYL5Ux549aVbtOuNq83gTmN/vbGdxjADBAA3bWQvEUHwn7qeLYbomh2kHcgj/Zav+whkxtSZ7FQg+eIerH8MvH09LjOYbpZLSu3dpn18d5jNSFJqq9JxizYWVu3HUmH0YRTA9UW+KKoptaS1QmqX5bFv+aQYoYBcHtlCah/NC1Yd3I+xypaha50aNXcJS+2NDURwrZODC62D1wKAG+xAyBYDs96Tp2fuZgmYHRjdpGbd8i7y7SwmBJCtPu7B+mqA05G2+rNp1WabUuvKXa3GVQtLLlnUhy+tkjy4cmdZE6tnCKn9cLe0VC2p1dyj+evUJA6p0PdwLTzlcYm5fXlatCCWYaCJH1aFs5g/tVs4hRcF6foRUau2SP/7x2cx1A0A1SK14XjkXLmHZNBWphCi2YFvzGouWd8IBFrIDoTFuzPFaN/vB7zdU4JZplWb6RJzE/9OzWhe6WFg1XFksKgP93GaVv4IXR9aUkujPQzjYXOl/9W2aqdKB4Kwan/ef1YMrbtOf92S4mBW6UdVtgwtq1ZKbbV3kbiGkb9rpJh6HfcMANctteF55MQIiQd5LIAlbPMtCdxK2aKP+g27OlNYtbmuuwOEUEnKHCW1f9ZzhdRuyZYDFXo3e8LzLLJaDnPqQxhH6JBazb3nfTOqwON62pwvLUMXVu1uMVj4XP3/Sh/tugdCSO11D4IofbWy68g/bqzUkmueg4fnudD+BsD1S22YHjmWyr+x+rhJiD4M1k4jPayP+ikOW7WPkq+Rtx8WpKHeNcPsKZ2rj5DGrMclpPZ34Q1bvptFfZhzPMPKzzorvQ9yiDjagKV2hltotZjEd2GGhxoGR8tmMTEvQzkHZHinF4W2anPlZJBVtwxlBEIG+2oXLcm4ocLkmsqm+1RX5D0VvA8Xeh+DWm7VFvFoXZWzuzxiCNmPM7ihi+Nqpwaxslx/DSa103nZVDna97BA5fG4qUFq/nAZQzrKNC0ftG3MymjtqQ8+ouMQavk/nfdtZWedVSax2Sz2hZDaJWLkRJHpR1OpOVAf5ZBaEZDhHauvE1L7eJDpKUVQ3PzrkCsV7MX9cxf89R6XmEnyxgQG0EN4VtWnadPCCWcmrSWlvbE2O7C57de/jr+R2103d/z61zXQqiVDUKf/KmN3USjVx2K0wAy6O9iqDXJ3uHJXBXMgzJAOBLcYzPY/ApvFiuiu3vx/yfcwx+MaUSWpzU76gHexVRigZ5yq53H/fcaCSkyFSCL2jDnbr0f/Yj8r/3RuinLNmyEniMjN0Nf9QUqtiFU4fEpI7TZ9lVwfxJ/CGjm/yi/hHjc7EGblidEa3/eO+J9U4/QaUu9GBAZk6yf4eXJCTroZQVuaXhX0pUt1fR6cwjeJxz744LEbud1188YHf66BzWIZS47P36wvyajcPcFBs6v1qRNMqR0faBkKq/Yjv2axaWLaMLdHjLBYz98koym0SMw2c/ewWe6qSS2Fn5H3+IP9+r+a8+06HhDUmfZvlYiU8rj+1QpUy9imS6nlQ5Q+3AXCDzFKdswVUqtLqdW3C6mdHxhiJpu15lZVF/mVQ44Ztlu6V07pUzP0ooXvf3ADZnZ075dW7X53pINs6bpaPX0jlBZSW6ul1qPvme19/9SeSt1DGSJW/69T9Yw8fSRLQF6QqWuEQC7wDfYSs+D+Q8+WQbfP+xtHJCn0ir6liHKfMz53pOkwDUdq3btlTMTuZ/yn2aVuB2IOxkpESnmE9foACwoFqA23ppyUUsuPD9c6IbVJshnv7HEptXKwnLlbXUEsQ9bgE8GmY6/cOzwPaDNTRiAQx6e6MoSFuycigQE+piudlLliEDOPLMl/3HdHpGxp9x4e/ReSB6mtzVKbKe7ixbqaeeAajGcHwoPubPJBkiBOD+KDVI1Zr/stZKn9aLyeKwZI+DEw/tRNYvbPJBLiP081m8V8pfZaL7AyOGuWvuQZ/7kfM8wjzLhmTlJSZadizwThq81no5a7xUqp9UirVgWnlf6gpFbM9zsn8HHl3i9DB/ZXUUdcW3n7D/NNqf0nj6m2RAShZUS8f1h2Eg/0kJStdHe+d9TPkbGlXes4aG4qZlCD1NZmqZVCtKpybRIeoSkiIt9NgjjWrVVOaqWGzafZD0V4wr8H2MIuTvBD3gM8NLho+feuJm/ro/Y059d8gaXws/e5FUs6EO4MkForUqrCnJ6xZsaldBxX+yG1r5nNZXN57Adp1er7xcA0Tf6PV1i+ZYuF1Aa+Al93sJf7mBiz15Tav4sgC/Yk7HZHJJLWEatBos5SO8+0asXoEJGwailvfjvQ0VkCUlubpVa+Xi+uXEckd9EqFR+b8QVZtWO/yNBCzH3r40Cge3iaiMSfN3VTsElw6aaeSgmOs6/2Qz1vuDljjkNqrx2x5UliqU3y/D5gDyJSarHpjeZM7koIkdMzdvcLEdFKvloOIp4npZaL8IWQ2v1SfJeL2YH/VKSs2iBBbNc7422G0NhpJ5XUHlyS4Rbu24MRcSBkzONYjXkZpgeVHQjUWuXyqGfG5oioIT0LD4mmxjx4ayG1tVdqs0X3+n/kV+YeUiN4Lyxy090xUrw5Z1SmWUyN8vqUOdrgnUFmd6AEP+o0wvasoqRhXqXnDqm9dsSWu4jDz4rcgVIrogAWWybn+CWrhv3p5yXjg3kTfu/o6fZr/k4Z8nBh05T6Z6ioX/2AkNrjm6VVe0BI7exgIy9UZsbb0C4NORY77a9ESu0WaqUT7t+DkRA9CnClQIClKlCOwq+E1E5NorEdXMJDvDkikwJn63v+Jnwi4yF6N1dqbw8YGOn2WwNT3xYfRGrjf/3rX5tpY0RTyS2//vXtPiFht/7abEKJqefY0a2/tpZbQVwxv/51PZHH7QEFuqWmSq1Hz1sqpiIcX7mhrx6VzVvk4R3B8zEGenjV3Ld+81QIW/Mp6pXwcXCrVkjtf/FsiDP0//DKt/gM1+uOgWuyk3he9KTs0ErLzVgz9KLfq3HB/LoRWB1M5Ug5H+8WLVW+0fPSpawcCBmiHDPkZsIrQeX36EpqZaTtDyKgYlqZtGo/DBLslcEyP3dexjVi6Gh6YDe/qYtjtZWXij5P1IZp1W6iGhevIX+rcC7Nqr/Ji8C/dcqBINr+lugH6IkqNX9TRAKyaLcstadg1N5UqX3o9Tc++Msbj5nidstDj73+xp8/+OCN1x9y6OKvH3tdLPvtPb5Se9cbH3zwW5Hulsde/8sHf379Me0eWuLI/bdv/OUD0R3pTv72lzdkDsRDH3zwO9tafUN83vnBB69rtz/2Buf0kL13VcR6NVJqOaZRvBvnuyplf7DJ+lEehfKzDTk6mGkluzA87mOjSQ2jcVlkr927Ak3hPWNoaIQv2IGw5CchKn+lEFYh2qvX8U5IIJfp+rLdIZvyKQHPjLxfzpLwuwB/6SKzrPIFfLHO5qpv9LyMCuN1JK8e/ScpteyXzhaz3DwlnBEjHVJ7cLN0MuiipDMDCyf9xB9U7AmnRPN+t5oHthGa73Am01e3tGpNqT2ZKbP8eGlVpufNFg5ed3ZIzT/x46w5Z0+onD1J3Pa3giYCXkJOFH5Ard4dmWaxXH5kbUcIws2U2sf+8oHgDSWBd31g8brVyvzYn81lb/hI7T0kgfLbHa+bG/lIrcz9d84s1AYhpZby9ElHm1pFrJEOhC/FnTtLr5RZm7FkodDlqRkZ3DF3VGbgjefJXBAwOblHzoJLU2RJ78K/uQLypf6uI5bmkctu+p5lQlT+4VbzjUlzlGK5znzw4anQEyVSsxhJ7b/qslnsoMc/tvWvVotOEr+ALz6RFBA9T+omplj4KwueK1f0BJtZnMni/CcltR73VCm1ZVJqN/lI7YHMKkktCewWbplc4mbNp14LdMRuOceNJ3Oqj9Ru5B4M3Fw/6v9UoXNVtni+0OFkh3wzWMCj2hS5HRMFj1nNe8rIk68GlWwWC7PDg/ufVZgaGVSn1LJC/lmo4Bt32FL7lzfEotftdGYyH6l96M8f/FkK4i2vWyled0gtGbof/PmNNx4zs3jDUt7QUvsG757T/fkex97/wgL8es10IAjrbZbzxg15n5Bps0BI7TZpbY0KHHaWksyXgU+OG4c0jLVqdp6eK3wCB/16sNJGFEM18oT+v1i3RACVd9G8zNwF9us8xXItYm9oyDllSFBHiHd4oYp/c3tCDWQo/QmLVPlYa61+SnLmcTkYoifp/0irNj+pSC8SVu3T/E4tHAjDjkmrdosYp3Z6mZTaGcEcCOvEbBWZnooHGxBO0WWs+TSlGmntUvUW71Ea+7OS2tVLMvTdZ6SDOPzpdUhKi9ziT3BLl2KsaYSHsSrGWo3HRkPBf0GnVbwaLK6kKR1mhwfXuk3CJ4KRcW+e1LIZSfr627+YAnnX64/d8+tbtFvuYTNUvsQ/RCvfeOxfyHS957HXHVJL1uYbD9k5sWvgrt+xSP7Wzv2398Tw939h9wM5KeIfYiV9qAKppQI9FK/d9tgbVoF4U1p0Oy+qiQ6EXCFtM3dn+roOWYM8QeSMvXdzSAf0ffRlZJHvNAzk+SRdEsH9s32EIEPMXUCBUxNEVNT/8LsH6e4/MYqE++Q91JyvpPav5JX8yG6kIqOVYltHLqkg2Gv/SD4OaZg+lGs6PmnN+Ez2aGSONyPzRTugysmTtEfX95iHIWcef1Sk2npcyecxfX+SGEL3X7m2tgpf7f1lM2ypnabnfSR9tblBor1EbHDFoiPf1PWDG89Sa/86fWvyX4dPP5CcbcWHkNr9LKV21VRXdtL/El+XVsFX6y46/qfRx32VloX3Nmnp0iOPam+M8hKoUYbpybg9Q/mZKjtirjmG0dZQE/36ejLGi54xHxdVsaMHqA6p/a319c9+4ws8ZK583elLsKX2d7bXIeYNZ0YOqTWdAL+ltLKppt7ryloOJbWv32ru/Q1r0ztMd0VNdCC493OgzYxkj4/r0MX3VkaQW2iunOfGvf+UmOzA11lLW66TXYy8MzN8zbYxstloyV9lO3quX4DCCTIWqZGtK0vtwWBSS3JE4jYi9Jy0dHdzpwq9eIycHuxvdyqjyiO7WtEABaqsmbvFROKZpj19/LhuuiBtqaWNVcysTs1Cua/IY+IQWxGKtksafJuE6/lPU+XIXtODKK1bOABGcMhYyHdqMia5zo4P517J2STtJ1nf9gvhyZRSe0o6sOkNPk9fJ54B3vyq+GqTqdizkrN9H3O7n3n1HzrXB32n2hujrF56eM00wx4ypCfkoyWVtWqL9P+5RN8v7NQgxm22cAS5leed++WKNrc8dGK4aVL7xm3q++s+AVwUPfDrX78hNZFcCn++K8DHeytLoLmY/LNvxNsZWVL7xi2Wllq5k4b++dbQUvuXu6xlf4lXmz5k77fmSK0rW42kvY4jrLzTHe0ddFfpf/tYDya10vyatY5eKNn2fLXI952P9Xn7CmHVznDeNR6XmLtgJnVhkFLrFzJEe/zf77PU5vONLlr1KaJMF7puzr2byaMjjtgduk/bBJZa6rAqpHbzP7x//HdddJS1Gv7UAfl04KJIis3D3j+kIilcuWOs6AnXPKFo00sWz/2vpXLkRO7O4N4tpPbH3cLg2yTGPhg7Tz4UprmDxBZsk7o4voJ3aioEO13Ysluap2/VT8u4KumW/h9i++2npNQuZnfHdum+/aIKvtrdVEfTpIibop8pTuXuJaIV7gRbtSf8HAgc9kCPA66ZSg50SCd00fDp/1vnKd7IEx3gGKAj3u0mpdXV827JP8TQGplRMI/ZNVoOa63U/jbw+z2/ff3Pfo1grwc2p/mYukEzciy8/S9SXk3ZvaeiCARbstnMrvcXtY749V9qjNR+1j1fP5zZfUUmtcMc2Cz6luZnOO6Tg8OoAUYP0j9h9xzxUr0uI/Pv7LI863cTjWclEP2oZuy37xruocBaNSPTlbso2MQKtMf/ElG61FFsDEv/SNbCItn5VTaL0c05g+dvCN1/uPtJltpDSmopNneBGnnA9YUu/MoqJnS5iEt9/IS+XN7zo3icGJEtjS4grFrR48A1VTgyph0a5p1ZoqSWu27Ivmz/S4wK6d24WHbMlZb8tIBIKCXzPDzW+NDjAiupXS2av7bRLDpnhL7JQcn/RXbIlZYsT8Sg5x+SUht+NACJmxi54mSSw0GUsZRfI5ZyLdObwRgO4VNldK2bLh3EOsfV/izHNquU4UmZDxMSvXvRqL/qgQ5e8rzrxcW6cjfT9fGoOLZ1N99b62tva3VkbHNnV4SHlMrd8tu/2DEIbwTvsMDWJSWPD5XRb/0X3uNU69elmVoJqb3Lf9Oa0yx2TnfA1tQYvcS6H0j4ZomY2cABErcJHZ25nxpJDsmxCv39pfri6aNlq7zd7Z8FZ4Qc+9UVdA4bj37yBzYgdeFGoPJQFnPzZVind4GYHHG8cBwO0/WC0IbUSNHDWPTm2iTsWOWUzFjudYRtZmyV/oTt4+W7OzufRUMQeRrWibLPXScsPHGE0zYKARylHASu3LOig0WmdAmvFlI7pkT/SEpuRmCpzkpd3J9J0vi3j04F00d6grFUrxJ7ypqqn+K9rVoqCjHv36W7VDqwvSOP60vzD6qghLDjUN3c+sgBE0ttB5FHX7ZJ5JYhzEt61vzJ8hK4p0kHMY0D4Zr3o+ia7K7cVJKZXK2LS8SDRg/S74G1lpXWleGxesYs3qPvvulWLdvb9967u5JDgtjRLy5xTJ4aKspOhTQl7Xcy0uoNQtmQvw0mtWSavm77dn/nm1HFUqvyq0NSy3JBwqoXqIajjHxuXh/usHM1HxGme3Xlfu5DSyH8Sf7GjHrR9U6TVqO13Six3XiX0KSNfk5Nfo0XLVCHR5L1SZJDt/ic/fo2YR/Pz1M6yL/IEsoOKbWjhAX2R0tqVWCYRz8gDF017irZjUKHD8g+DPYk6zwa+Ag1Li1ZeHlC0cZKW3Okl8eMZKtUtkn99/1ChVYLI32MLqV2TJBmsfFfifRlSWy5D/eN9PDzyywWXRUyZHdY7+KsbEeFbjmk6nX29vHKw1KlYK/do0Qv3x/+9OHPSgAzlopnrb4sw79ZjM7LNK856fo6ceBz8pdUarfjzbnQ+ONUsAa87vqpLSVJrLgec2ad4bP+63pGB78+ETO3duXrW4bRtSLCzCvrRhgvnhpLKhEwGbrJOdqs2tvZXH3o1zEOYQtq1bID4Y07YdVWSmoXyNdrwZGVKynQVkpt4HtfhozcJ7NIPyHu90O+wwaS1btFScJYkjKPnx+VmsXyF3idPbcUK3QeB5cmhSS1HFVCt91MDj87IV2Fs6STM18OnhrS3KC2eiG1R4RaskDOVb0y3MdEdNTGUl0JKt//M0/KnFxbRTCW6IXmUr1u5+SKmRfEw2SssDXLRrBP40NyUU/9b+LwfpBW7SohtfScmqOax7IDxE1Kpb4tUwTPeoP2bHXl8fYsN8u4/Wm214qrytCl52DLQVWvw5fpxaLfhPfYhPBP/fKmLLU5e6ex1Txe3vulYlxznWuH3Nhj+XD2c8NZttu9f6x0m+tTx+v7/zs/QI/rlemaq1oiF+p6mWzg8wSOovPjSO+i4nxhmlODwQLlHql6h7HrmzUnWwZvr6O+OXumC19Wd9FKuLySYwJR7xrqYXMssxJO7FBNzjc7rtbPxfqQvejWP1tSG8RXe+vrjmaxUL5aU2pvIwP59kBfrblN/J9DSy1t+obp5r3zg5optXybj9R9mC7e1XWOBnWaCdlZu2eIVvl528QY4fT0X+cb0yUsJGHh7XZcTp7uptQKp6R3cZ7PDZGtHyheJRuuRnuHn6UkZNfNPKFvFQ3gc1WzmFB5PeRFSpmMFAoluhhsFIar6LtK+v+j9DhKl4aKnzouX/q2yknWhVvX45ZdwT4QgyWuE0+NMWxrnqawA9aoJeP1eXeKwzskpfYfIp529LypQmr/4F7nd6N79DIptWW6PmE3ZxisXU/5ZRaKmXjzldQu0kUniwIptZvMRxjXwKZKWrUBLTykq6NFUIWM2MuWp+z0IhG4S0/NbL1MNosd1bOpPrdLvzf12s53b5WBISNPVUYklIt6gV7+o7hIAoaQJG1aJc6BfiJTOBPEZeGdflr3VNVOzRCWJbU9jPdkiNZQ39jtilu7OGKCuo1QSyy9YE0TD8/S/3bv/6ufqJxw0zRI+ur5P5ZfO+qYm5z//nc9CqXWjPCKUREIDn002/upMeov9wRaw7f81g724giEenZGAVLrjG94SAUm3OPTRSKk1Do3rTkRCKOnzZyzYPGmgz+aukoC5yO1Y7nJi7+sKTyp7+TXa1dmtugcy6+UY7dm6ceEpm4+4GPH0SUnmuSHDeeL1VJhvpC53X7sdmX+Leruc8m7DwjTmoygk7TjU6Szi2SUlWiVmSPD/91C5Y+HMqo8+l5hki7SLat2jrTLqVBCrlZZzskSaTVmOHtznXTzy91SEV4gZqfMdotRzMewDrHDdbSwdfL0f5ODGa4TKvSo6M82yuUSczK8EjBcGN28x03HqnwMcSH8JWS8fFkYLRwIZrviwjJRtd2lk3bjJltqy+Tj7Iw+QVsuHDhJyyvZN6z7Cd2S2vkywmG8quZT7Ls2m8VK6SnrJkfraSm11GqY0f2kFPvVyzMq8f4+wQz64KPfeDpAgVaoC2U+iw4p7UnhM2EXUmaVPKBKxLgPCMODXUrXhFlDO0RdZO7Wl7u4jP7yLQZ/oG4jBzJdS6XUnqZamX2iksOnkQ+cvA5z9Wv3KslgV9n7B6NQas0wVla725VVe4tfFKvTfr3FFtEYh9a+bm3mE1f7mNO7e489aoIympWC855CS+1j1t6pc1pNkVrztvWOHD1txsxhssenk1HS5LAoOUw33tEDUoS9Y3bo6lbxC1NwbZfjroykrl/6SesWoffS/z/vZOwxJbULfa1aft+cK7SQXQYHZwulHGNK7Sxxr9HNwL8WHXCHHHRMyPlCGfe6Wvk5MsSWQq4W5cvXwUzRwE97y7Q0gWc5yGbjktaM4NG8dBpXZqqYcHz0QjVb41hRpAlTpdP0b8miAe0fwhobNd79oYye9R9WhqKnflACOUnXpdt3Qrb/q67yy4jmL/M1wzs/SxidS6TnYPVqh1Urqp4G59ELhOWbdCL4ey5Ve9G9D/y/tk1J9VwmnxhC5Za65GPuB2mmUxV43Pl8WLN/pta57LPiJUMOHrkiV3jTudqOBVc+H12kHR2Wz7qDoqa3+YctZMgWAjqa43PIE1wqD5nPWEZVPKAqzkTXz+jimaZ//NTHstVwuVlDZaS1mdwdZR71xcuYF/D2oev/nMbNeJl7pNTuPRnGDJae5JLZHB6z1HUtG5wOfIy43jKisLfYY/fc9dDrpkCSCUu+2nvufOi3f7b6Zt3D/bV++9Bddz302G99YhJsrRWizSlEB91Aqa3Huv27e/7lHu7ypXrcsoI/ds+/PCR6gYWW2l+/IdPd4yhR1EvtcG8go8aypbtxy/GzygrcrAdjtOnYXaTCgAoyM7OpNcGjbg6hPWPG8oiI1uVEs76oObiUxfYP30uNpvFirdkiV28iST0kzGIxIRldl3zBZ+sl04SSTgjd6ZTlfL7sViXUSBXBNU/I4z9aHBP23QTpT1is50h7Wkxcw0bPCnHgo9i42s+jRApf7Wj2Ii7g+Ag6LJpSbZ5Y6t28R6jQQiERI8V0Pe97h+cHeAqzdRWZpU/YJtSFh8kKmCB2hW5OzT7slFlH8+lNmO/Mv8njWRUgtf9LyPeJJNIRdiwGU7+TVI+L7UcePY4KRgvplDoo9p8szySd7ZOZZNbLw6J9vDbmjH5cXihzyNZe9+Um5U49FvRht0Lo4lKhix7StFPCLyPc09Q6tlX3+L7BZ+QtlF0z5orzvt+U2u0un0eF8IBWcgYLV/7ZmcMX60u6F/NVOvLnYr5Skkopso1q6DTJ+T8X/cx1v1svXuovdeTxOCu8aOu+1KW7WtwDeyoX8kVhLOIEUkOya1nFNjg1OYtwu3xX1MXVWgPJqNit39qjzViNUI/9JUT4l621r1spfhtMaoVF6jfezD1/cewptNSKfsH+JYp6X+2pLasXzZ89Y+wocS+N3jjKobnvjxotfs40HQw+sDNz2M+qMU1G1NOLpn5YL1n71QnTIps+Q9hnK2zz5L9U81H5zMD5Dj3KZXFKunIXjfa+f4YGn9F16SqcKTJyHxYG9Xx9jzuUv2y/sMBO2VKrbO4MGR21QDapZagnCclJFt/MujyOTFEMSkj7nHFCL1A9mLwjxbODls8c4R3l/kIJMGUt6mihUMXhwv6mmvnfAWaQDFqluNqJGfLpxMe6Tb7q2n2j3Punm7W/OH/CXhFOPPc0vQHTRh/L41kcILWH9PFUsQfHziJTboInuAXlF7RHBr4oNhuosw7oX2WLk7NIHZG+YomKapsmzvPig+qRPGqTXmx64ecHNzK5v9/PH/9d6KJHJ38zm8pjNgm38gKyJbeO941XzVbeWa6ducUysEXsd7xvnj+dqay/VBORGWPI0tfFa8t/7Zddjam6Zv9AXlT90Pt8zk0y/Dfm6+ZUqboUx8iHxBlq2q1EFAK9zImLk2OedX1HcKeKRw1pIaWW9l9tvSSCurSzM8U7y4oCdqC4ui+vxMheSgPN0K3brSG6breF7aE3QkTa8tu96MsVryT6L797KKjU2lm8ETBi1+u3VSi1ml3EqJHaZt37v/OsuzLNYmePH9xykMyXuWNHBrF0vSNGj50+c878has2bvmBX87U+AQ/mJq6MECKZUvWHOkOOFa4kkyzFVLDZNub0JS5SycX+BhE+pkR0lYmeZvFFq1U3lHKgUc3jUcK75xQr5MUwyWM1TnSilwkfQT5ooFLhkWwX3C8EKAf1M9T/zyrpHZmSXfh7NssrFeawEbPzlgiFG34XBU7NmuUdwRJUak07lbJ1rcFwpolt+l04Wr90X+6RjIspYvz1NLx+t4FsucV+WP0Uz+ydWWKSLa0382H10yv8jRTF7Pdcn+LFzikVsruwXwKC2ALeCE96ILJEbX/yaC9LPNG82TJYnPtjD5+gus1Qz00xck5Ih+l/CLPNTTDevoesgR+bvB3XzKYTy70jjh+srv0mqre1XPUJrr+pV//sMPSO7tJrZcOlLEnnAdCD4aDI0cd19e5M64lePRWlSlLKC7C46I3MVvDVJZTw8UlVCY8QfqhH84e+omedi6/83T6oHDfHMgXL26jtyxeLXxo25OlYlfYQOdRb3un5C3gCTbojojyWt7jhIgwp/JMCLeXRGA0ifLT05PNLVw3fq0mBW5PEpkSp5M9ZGpfI5TiMR50izqHvfHG64/FmAtp4Fn6/VsSUPo0F8Y/9rpY+tgd1nZWFsqupZFpxXi2lsI6UokoBM6XduQYTUHu2rGnX9NPcyVl9y/q612yiLc4S3QzafHtFYP4ZVK9ykUgKISlO2fmtNEjhw8bMWd6oO4OHzlqtLRzpi1ctXq0sjj1gNgFuoEWy9At324S3mFnlKE6ex/J8HIKsHJ5Msaz0rL1M50USD8+TGY7k0Xp52FeGQbKNueX4mr+MJTUkq4IY3UWSRv3FBMPghK+/MiJt0lN7F0mOkNII3eufnaMuMuHyePgcWC5mLPkHgv0pf+w1YKOZ+4Yac3TLUiVsLhc1ASr0WjOeaxw5v4f3a8FiMzmzdbDScbLntKLD+tbho88pGwrMZmMjGcwu4OJOhx+il7V6TaVTtox1ln4WfluvFv2sK1JFTSTbLFiV1AFYKlli265GWAsPdkybuIM12umKpYSKbleSa1VKPGYkgI/W//Kby/j+Znu+krGHOTrGcu761aUhIqxPkMD9pCG/fMfx9WbMwXzzrbePuZYUjvaJ5SMwjdmiDHn8nX9QIW6xLHS+bJezrLDdouw0pPdO7qT/51PAJ0XMfgatV69P8s79oz/o4kiIjZbDRb0tHlfBPexa6NUXHz6igL/BjqH+lIgomiM3TJ3/s9WazDFQVB4y9JMmrdju3zCf7HCrGE5sAaJISf88iveIGmFJywbdvmXelmy5p54Uqd7aY+bi6A7mvvc5fzgLBE7/JnXdffb/gbo0Ov2mAW1lA4XDMW2BiE75maOT96x8ruj+pE1a/cFkd2z+tlN82dPHzt6RKDgrhpmenfJnhs7c+5CcvD+8KOKYOCOTu/PPHv8fe/IH5wZLlKCc9a0mvwQxhlfNWOl3izk906yPqeJUWj0XUfoVhpteROCPN1XKkNqxmqhS7NNgSB/Z7H97ksbUxDTFqkZx6W+DFfZjpdyMl+4idkXIr2JM5XeLpomWwoXC3FdKF3Cc6YJieXewO8rb/MKp0/SoyI12J2i2n62qHdUfhSR7riphTDzmD7GKWrSxJ3NIQjjt6+SoQmWgX3KNEM36eV0N42SN24wJUo6yQr2vm7daOOPyBZBr3x538zNOBOUa5irgm5P2RdOSu0cy9QWjyS515l+KsWjK2a6VhToqq2NAkEOHLVSK+gNh6r91Ajv7D36+Ax+tpQpcZVdQDbJpwtb1hN8RlKWjXiC0FHEBcnj7QDx2RQuuHijeD04QhF2X8lHxBn1oFOPNHq1GD8+a+Jy6zwtl22WixaSy/rs+1a5F8/ld7Ms8d5VoBzR6qLrzrZk0pEVXPFZunT/j+Er97A1LNpSVSwSvGw3V9AuvknIfvCOPjR2BpvAB7q7+Cj3ZfC5qmxcGbdmutn7rOvtylTlbJrFl2YGFTHbDj87c0jeesPHkhl/RD0WqHMgW9rLIiY/twQbwqZ20rCMRHbrZ58fo48V1xrZSzzilq/UQ/PTD1s2Ll44d/ZM0t3Ro0aOmr5ZXyx9DcNXz3HcTcPI5CV7mN8Cfy4TVsrIOasO/uTwK4zmy59sh2kUo3rWby/kFRx+nI008RI4SkwyNo2/853zs8NNzLJStmf/+n2Tdq7ZmTWxIKtgn17WY3wGO13l5DOyA8R0qaa6vpOiJco+tl6R12frqi19pjR3xKVP2lKm7zosbsfFo8wgYylI09Sf1UpKF4pfC2QD2syxYlcHebTdOcoqOkDS794jDckCfcUqryWws1RLojwUvtcy+JWaSnh6tFmPZOKVjrHMzBN66SJ1MLSXn0fIwJC5XjtmZLSKHsgM9NstFwEd3rE/6keSlme4xO0nPdmzlACu0FwFVvSDfFSq/ie67/N1jnJwi6HTJjifcuynJHnVdWtMH2FITfPZfIF+coI0dOUbtqtYme5mIIySwPfPys5jHlMtpNT+zG0G3SnakIRRujyFl1uZcAVqn1ummy0Oo1ld5y46bp/GQ6qxca756lAuVi1vUaamPZKKPIKvwlMOs8I7jENCxP2xkfV2gi3NFGTRQmbSxvKXyNe8Hcke6UVZXiqsFlbrw+wsHjVyi76RizFytnym0oN5lyjJWv4z3j1B9ByhGzKJ9pO0UlxCnh1N+Vizdli+iqWuTFn8U9OnS58FNV9O5w4Uy4Rtwe8ZmQf0s2Plm+Uoec2dIDcCZUjWzHKXa4UeuRa21x+juIV7Hnv9A0dvhtrJOMO42IU+YyaS1qZeexBFcQJX6FtXrvxOryQ/rl4wd+7CQ/qZ+aMD3QzDVgmfrrzsh42aNn36jOnTKN1wupaHTyONWTCWG698XBcLRspuBMI0GTWWdOln2n4h3Y2Lp1uhEEITx1ZQLGE/jpkj3o9H+bg3FjtfkVXCGULVV+tWbIQu7cnNMnpC3pujLJPSe3CudKTOEVI+d4tQXBrvYTjp1uafhnnHzPeKpjyiaRZbG8vHF5RZ+95k+bFFS+II5YPWS1W7otUuOdMKsfJaSqHMzlPi4XBQucm9Y342w/JG/2zaW2Sz0H1GN9V68tSRnkxTeyQT6Ej3IsvXPk11AtPXn6Bal016ZPktmnt8lHqR/9n3pM4w30tETZl+v+X6yUkTxK3OesKDPUw/KAu92XdzKSuWK3Ulx16NdSYwrXq6LPa5yTbLIF3NLBM1MXL24lEj6BLgTiB76LF0OJlMg8N6aZuV2/Xspjs0TyEbcGfOHhzjfyUKa/9nUetzZh60gjyUy4IZzNZqcoF2wnqwkgof9MmEHTrHT7HRO5z0+rs9stUr4E3Q9JeMkT+PFeSYr2sjFplp5nL9vK/iztWbnTiHp8aO4mt8JT2Alhfoe8jOLS/T95Gc7nBl8VOshfYlGb17taQ1OzI5fYHdzXOO9c74k756AV+3BSTyRwqU5TF/7oKDjiegXiCeEV/RsyOycWOq3ev2Wq20LnIfvCO/fmsYKysntWb76IQJGSvW6/kTxu8rr6Tqntq8ih2808eOIZOWYhfGztwkVxyaPszvdvtZ3lyjTgnxGTVm2szZcxcsXDRnxmhOOfoUBz369hYm7TpFnzN+tto6hDchFCLf0XTH/TDS57q33mYXOxNOEw6CETIYS6Wkq3PkTzOVMLIE2cbZyLPK/zxdOBhnrhJehTHkbeCIYJ5+cpEZFuvLAiHYbFecmWYGQshuFj/SY2W+SmU5aqYrm9frEPxFlvTOFA+emVJ9+XDk2y7fqKdPHz4t3ycd526MU1hsS3205RVQ3ozVavZfpX+jTBuWks5SAqsMQnkCTpeUlBw7bWa6cNjYs/op6SlZNXP2Tz/Pft/33M+2zsLYhc6oQYtT6pAP+VXeKMcDqAKOjxoZpG2BK3D1iOljle6OdT45Vo2aE+jCkvW/2t+e3zScpH6UXV/l6rX97Bx+spw6ZTvIyC4/48jyzOofuB7PbhbvNELrbb+KeLqvHuGdsZmrdppfac4cr+BFc5EwPg5OF+8DZxZvFm8I3MnFp5oWep37OmNHE/24YOMNkdrXf127jdp0avNSPu+O1DRWv5JSG+B3X/FV5viCfXpY+LoFflg8Z8YYJSHDRi+km3EmvZDR1Xl2duBdMcP/0jozQ9oUxymHUTPmzF+wUNiEwzYe/ylgv4dmLzpr3yykBqYBs9m+jaY5XMQLpLoK8Tiz2WsPAbGA76eFShrOjvIOX+i4O6nFbtQp/aeR3hE/0rfZwtXAmZIEz6F0c3+wxHzjJt9beBqvODNtuG1Ria+bfrTE5SfnXfHzMK/tdGDDdMsw83EgLetpcmia6dYL/3zH/n5euEiehzNnlVSpG/DHzT9Kl6LXT7/IMhdhzbYMDD9rmXYbhUSNEkLBQYCj/Op+yxbhOVh93JbO+VJ3hvnYl5sPqvNzyOEOsjCNwi1+F4El2aQOi2b/EOrCm+MNyibHI8z7kzOgcZR8TZlhC6NVM1vm+5vGVDczuIAzV812XKXHp1Pe084u9A7fpFsPIvMIzhw6Kx6MoxdJr8WqM+q5N93x7FYdgkaKJ//xn513wKnRznN6aOZC34fCcLqwVYVTa+3wzXw5zZ2pfNI+sUCms3zT8JGb7e2HbYqc1N7y0G9fNyMXajfkNphnfi83jCfCl1q/5uVst6egcOd3R+j18/S3hbvlG2/Jrsqq7/FDhw79YMrj2ePyWtg4a4zzThs9U16gBZP4Ev5IpV01c9ZGh71g3iFkOYxkv/DoMWPHTps2fcaMGXzNj5rJYze+P1Pq8ybVSDFi/qJVq1etIv/EsON0QY/cdJDKcmiztG9Wy2EQxU0y7OCpU8c3LxzJtwo16Q2bs3ozO9WmbZEeO+kZ5U4MczjsVhpI7x8Xe1tIZvH7w1nWFyiNZhez9TygMAd2aEybMcYhcPK+Hr3Jujd5XDNuZBQhbwelfkuv7g/D6aYco9qWdGFZU/PSyOPKLtri9W9mpPpiDwyVZvqWn6W6j1r8o76YnnNjD/pYbKOmidv5DLcDcnSeujf5OWUlpJ2KZtAzLMhnfqaQZ99Y683Dhy3aFFzoFp2y1Hc0Pb9GbhplvZHrum02m2b26NHikH+cMXbzZtO9dNDpl6LD3CLeGhaPXczJtvgZ74EscPpdV/mv5f0t3nLQfrtXh+/bEjyKz4B3+DCHT8JpBYvGiYMzF1om88JTC+cepCNX3m0zs/fHbPJzqvAzx1E88pbNVEK5cdp8umKGHfphwRbLrbVKP7T4lP1QmP7zTP/DGTvC0edz8dgFP49yVu4Y+yL58X2+CDVwvXxtGL3M72sMo/f1SW2QqJ4JO9avnOR2dV9zokS/Hs4c37Jp1aKFC+bPtx7n48nFdIQeiX4u2GmmbTPz4Ehvhcw+Ptb7/lwyFxYOHzZ7i3PNdN/7ceRM/5vO8Vpn20iLxavZwmnSFt0ihev9LfrqYeKtmBeM/lHa0PQKza6IMdNniqzHLFiwYP7cuXNm8gQyP1gG3thh3uFz5s51+ilHU7rZdFssoF0toNRjZ4xWtvXo2XNmUQQG7Yjkc5SoJRqn3DuKuw6L19zZc+dOE4bScHqirN64cdPG1atX8R32/oKFc7nSrOoaZltTo8+K8qo6nb6I9zvjGMc5SFk4zqozRlWJsKa2UKlGThNm9Uy27TZvoSfWD8eJUz9MC3ku6DVGtE5tnul1OmLYh7Bg05aNs/h0bhozfORIS9QX85CVQsFGrdpCJ/HsqQUBDQGLjh9fpGLfRo5Vr0JnfB4goxdsnDN2sajhsZsDMvD6XUHD3l9Fe/r5+Gbn8lHO3pS+mrbph42bfzy4cOHBje/797acIQx56pPuFd6MmWNDVMzYxfKhM2LMGL+mjmmrNtNJXKXkeQy9VS3avHm1MFdHzaEH4sJNmzetXjwtyGFYeS+YMXbhxtUL3xdmybQ53mGzF20+K0sybOHmzZu3bNnCl/cwSO31s88w0szvkwxjcvVJbTDxnfDl+k8nrdy1r6SsaNfJkuIDRSvXHt6Z4dkRQl5Pt6lQfT1awacs58nSGfa19XK3ZfXiRQsX81vTgpnTyC08atTIEcOH+d+GYxac0c8eks/+H+kuPGi/Mo45pKwzlXSxXDddRpFutm6bsfx6e2aOTDmMRPvHudMWnP1xlXz52sx3+Gg2NleNGT2XbJAts+bQfk7NGOadftzvlc0n1MlacdDSHH9DbOTx43MXnlEm/PCD3LfJvIfpvXn13IM+ttQWs38VlXLL9IqePqP8Y/WOC1txuk9hN5aYzlJumJL+iuEzZ06bI+ysnxebRqKfH7Mi2Hj/edboVf5xX77v92z2y/Bdir095bQnhw8POMFBGOm8EOgxN8c7XBp2q5wbLzbdWNzFerR/1b+v9jT9p7lj5wr/5w+rR09bMHr6qmHeMFhwfOb0LaMrTDLCjEA5ddDsiOcVLctjR3urwNgZ/JicydI5Zn6wBKvPbj6k+gX5A6m9fijUq735vb9h5DolVtGxuqS2gug/0uDv9u0+JppOTh8plo01FAaVvD+k0J70+HS/KWnqWnENu/jHU8d/OHiQHBQ/nz205WCgD/enjYsWzJ0zd/7CTUIytlBX5OnETNat4wtnzV7885ZZ02cuOqNvJgGfNm3m3E3K2/zDojmzZy9wtHGtV96Ag6tlVrp6jf7//V/5S+r7T/NHB96drDZnyKM2avrcxWd11U4+Ys7PG/lmG2Uq3JjNSnd4wRiWi1VSJEfMFHfLSdMTu2AMBdzxi+VxqdrDF+gV2fozzhzyuY2Hszf5zMKFZ/QfLKtrOLfUbRrNptNc4Q5lJ/So1Zbzl5wSwhrn1sm5oeVnxLRVi1VIyvQFixx+hp/nKqkbPX+srabD5trN92PHCv/y6sAo7mkLp88ZPXbUNWVn1KgF4hwcNP25mxbNVTEwIyhAeyPXwuwzi1ezrXx24bRZs2iQpVE+Lt6R4nQfGuMdbTk1tyw+Lipp5vxR77NG++1y+uzjc0dMPz6Hw2umLRaXjq21oql3zkgahHP08Nmzx8yZNcw77dTm6WPNptnVohmDqv74XLoAaTsRnWNnPtdpWfuavyMX0rUxSsay8dW4iAry8/zRY1evduQwjJLZDcZjxixyGNn0qgWpvX4oAKGV+f1tw/jSscqwaX7DyqP6Yo/3mA6IzB0r9xUGtLcd3rXcz17mzoaZO8P2S+xN4gb4k5P0aqKH+Ltzmd9e/qU5f/S65b+Jn23XWOp+aMvmLT/qh1YtWrRo8arVGzef8s/w4MZVqzcLvT6+ke7ug6sWL169yW7w+fmHg2qTnw9u2rj5kBT/ExSoy91vfVsDN65atZET/7iKgu/mzJkzew45J+ZvOnVo0dwFCxb/ePD4apaPs6d+3Lxp0aYfqUfqqS1OT+upM1u2LFq4cOMp9Rg5aDWqnD10yGriPCDTHjpjPoUoxlo8saYR02cu3rJq8+qfTv10SD6Yzhz88Wd7H9v+x8/qFX/R8Y0b5fNu9dzZc2fOnD1f+CHL/CIJ6BG3cNPCTbOpzyI742csOqNamX5cOHvhqdWb59IzcebcjXNnL1i8aMaMafR6w+lmLDgU7NRtmjtz1kKzMGc2+6U5uPqUvnHuorljxxDTZsw3T8FPPo27ZzaK5v6z9Bw/s+nQobn0oJ4+dvocfkLbh3nc3uTM5i1nf1y8YBPVEzeFneFVcu0PAWU8fmqLdXWcpbP+46I5s/gkLvrx4KYf9eOLV51aPGfWrNmLVm8+e3bzos1nNlHNz54zd9Up8bwIGg+0atHqjfPnzJm/+uwpdTb/ZodDzKUHDDF3Ex0VpLZ6pbZPFEhtKN9DBpM54cvu4jNkr8vsAu56VH7scGWVljpJ7TqxMknbe82kueJv2ekKExVSzHGb3TtowA6RroP0gHCPyuQT+iRNzNVT3kJzrdQjiocHalleXbmVcgRnZSjTt+t7q7yb09QXyl1x9Rbo3AOCegmerKZDy9e779T3XU8OW2VA19oIns2y6svqWkGZO7QQVyaUsjocCO2u4UBo1bF5fA06ouxMNofd4zOzPeMzCz7dWbhr3+6SDacPlBwrO12inz727Wm63k5/1bSosKjAIdkFu3btO0YBoKVHSKxPrD/hd12WttJy6PcJzc39N2movfKS0xTpf2Tf8oJ9+4t2Fb5VeOTw7iLnnJEF+4qaksIWHt7hM/iIZ4UcO+lIRVd80cpdAwLui6N+t5wUtXkHAjfPll19PZxBaYv+13l7nnBbPaycN+13HUVJeR/lLT4TBXLT8Jgivl9f2S7Mm39f9x1uNUh4RQ9GjytbP9LDTQPlVoOA7cv0iGG/Pfp2qbbynJzmI2i3YiedgbLklfreT1eWhn48NNWS+bJIomhHWfTSivap3GHHwnjpooeXx3fZkao8xsTJmpBN/RXKslwnQuo3XaPLj+grTvgvL4FSVnezWE4tP9xrzIniGCQ1m8PWxifTB00o4TcnCt2hLjGH3/VMrpf9Zfe9+9fs+mwFBcKVnN63+3TZieI9h/ccKMi25kogtd61a2WrwsO7d58s6+HSjpAw7dtH5vWRw3v20SwX+/QTLTR3zkn9RMEuEvw1awr3HDm8yzEQyd4cdqy02DeBcqIErXIO75Hq6RcNckIu2DWp5HTJURrpoqyYb8XiXXl64a7lfOgFK7/aSc7008emFBVSGcuKvkumfA/zs6Vg35okfqTstzqF7SvMcmlJaw/s3LFvfxBVKeurb9+fnVzQomxXckGWK/k76oDlcbjtd65M2tGr4LNdy5uWFR6hUu8/fXgvHbDpMzJPIUVxn8jZt8FfMg4sL8jauz+nYH/ZMdaTcqkap/3t8v3LnRP7uLQdu/YVZWk5h4sP76DH9I5kXpxcYO5ux5runhX7Pj99mp8MJeVy9Ptdy6lHLJ+olcvNV6p9LbLdmfuK97kL9vU9ImS3XD1KjhXTk3miK7ug6cSCDHdWgSsjw5NNR5+9b/cGOshj5XsmFpUdK9o7IXn9kaQJJ9YkTVye+dk+1evYk1Gwcv2+XplZ63dtoGUFRSszCvbtLtdLj5Xx8Z08XFZ27IQQT9Vdgn/yTo8JZS7fRy9vLY7sVaPa0N/xEzPovH1/dN+u/WX64eLTpSeL92U3Na8cOmS6ngqP7N99+vTRwlJ934ECCOX1841h9DS/rwwe7AWi9klRlVlf6eFB/nByxeycmJE0PqP7ChrQxffBwT89LpenWibFppeMzIwVOQUrCyZmfTVhwoTxnmquDdKsjPHujBVJ5Fdy+biWSFY8POmjOLLlSctXruyeVZC8cuWKjAxPlXfJT2NXZUalFbsf76bdZ4j5mlyeyF4NdJQZPKuDMgiCzpgGbiKTHE6DMoeFCwAAoNroYhjlyhObQgPPNECNAABAtZPwi2G8Jb+uNYw1qBAAANAi4kH4JZ2/DDGCD4EAAADgeml01jCuFkz6jEIRYNQCAECE6PiL2VFhdyJqAwAAIkPr9UJoL01xoy4AACByYttj0IBuSagHAAAAAAAAbh4xTWJRCQAAEFk653RHJQAAQGTpn5ODSgAAAEgtAABAagEAAEBqAQDgJvMJpBYAACJNDqQWAAAgtQAAAKkFAAAAqQUAAEgtAABAagEAAEBqAajhuOrVqxP7hNSiEgC4ibyVk5N4E/aJKb5vuNR2QC0AAKkFkZbawagFACC1oELqNbqZUhvb7IYMLJ7aBeOXA0gtpPbmWqUNr1dqB1V96y456TfmIB/GmQaQWkjtzaNxTk6bmyi1k2/ICYvJyeno/O3CeQeQWkjtDSW1Iqlt8GRiZaT23esS6m6RP8iEnJw0x8/knEyceFCziQsitXF+aWLjrmsXsX5et/gKpDYWHrprkVaR1GblvB15qe0b+YNMzPHxUyA+DdRoWnYf/GnOhHfSEpxSm/L2hJyJva1ooHpp79D4pp8M7NGxSgZv/bTe43MmD+3XpZnQ8NbpvQdNzPl00IutgkhtvSffGpeT855KC0KQXpHUDgmtSQ83j4kxdWugXNSxZZWktn8EHAZ+vxvSXhpCakHtsGe75SiG3m/JXlJPtayHtGSbDDETVem1scN4c+uJ/LNNjp1brL/UPmKlnYSTU1WpnRRSk1w5Ob0GxfpIbXJOTpMqOFFNoa5GsgbHBjikcwb4SG08zjyoofQQsvap0LZmpuxl0a/JYkWWeJ8fKLWvilLbSUrnZF+pFbnldPGT2lQ7LaRWqzAEoILG+VDmX0rPJK7ddB+pbVYFY9F1fY1qIYudpb4l9H1CPQWcZTMvIABqHh3p8n374XitUTpJ38BYJXs5k7s0jolr3Zu+tWcXA13iTzaO1eond3ixS9i7aEY6/l5acmxMw5bpwr/Xundai6Q4zdWyK2l8ko/UNqW040Ta+9P71d2z0qRH8rWSPJ+TkxK21Obk9MuR6tUoxzIYm1RBahvQNkPCMoN9fAP1Bzhbu2IdxW5nXZZm0XylNicuMjVev+GNPL83rC2iRStIXLQwgJwE8ry3nqxu3resLpuxZPK+ww4A34bgMCFnxIAQF/JvzIxNqaUdDmxYO2o2XopLw/TEmGYJYW476JptTo1zggtkxyYVSG0H811C0wbbUtvUJ3XbZpVxqJITNee9sKR5vKUucY25IJZ93OvdcfKMN+5tH5OS2mZqSUzr7i4ltZG5Osh8To4J4iyODA0nhoykiG8TX73vCc5HUxMEKd9E84nsVbdtJ2Up2euhFiVOEtEI9+fkPB/q+VwvEN9HdgOS8KZBtoyjlInmK6OS2vqUtra0ho3LaZuc/rAQi5x+z3do3ModE2uLVXIDrXGFDoCYa77AB8ppTK/xciGteyREW5bcMCbHlNrYh+935kRnJKPiXXcZkqi1fZO2GR+wqqmzC1lcO8cIQt0dAbLpOd099vF1FQ6NHjmNtRz7mJrRM7hDgpaYzktikmN6cJrYNuxWanqdpyWpvipevz4OFRoqfVnp7zVpZD0Wm1ZZ1ZMHpVS0ujW9WlimfEJWlrO+X8h5thqvwThfL1MO1XK1WBE38x5t0LV5TfUfZFkv+sr99pZjHJIe4pUuhm7QHilBT1PLnEB8T0Q7aRn70Cqz/ySV+B2n1La9ISFE2o0aY8AP9oD3603vETl96PX7kZyctk+kuuNTusiKjW/dqn68sIY79JRv0glt4mK1xBh6+Y6p70qiV8GGsVrT5+O1+k1UU6afJsb3kFrVJENpVpPWpm3tV6TYDpauyVZI89w+TCXLaesj6rH3N9biWsXGtHTHurV6A6mBNL2e2n2cFt9OikrzBh2eEy751Kb1RD+D+qySb5OYPZfTtGWH1qzwzfkZ43Y1lhv344LF/0Z8/4T9EV3k8tYax6qJZtoUueT5HBbCXk3kr4eF5RkTn5LRWHMlChMw9om09E7JvVtqyc0SYpslpDRvLWSmfsfOzyc7IhTdrbQ4F+WSwrZFLF2W1st1I7nv1qJas2SVxT+X84l1Z7zVrEEFz59WSb6WKD8ZnmigJb+dkh6nJcmQHVf/7vIZG9OwvjyQDkJtY7rz84+2b9OFVtaL5YqIjQviX3C9m9qqlRab8px6VMS2aNim6wtt+FnZKVa7v20sX0HuWL5YZFFjEmP5aHNS322ZnNVQi2/amOozZeCARv79QOpnD2r2SOMmTXzeW+KStIRm9BnPDr7GVIn16MET2zpOdOCjXFt0srJpntS9NfkGU5KTWsVrbdvExDyc3iFlUBPzFYYurRhXHD0oeUlcghbPpySuVb2mmqtHR1oe14o2a9qg4f3BapgG/EvpT9dfrBbPlRLTMo4vjsaJ7a29x76Zrj3Sz3wqKmsmuWFcQxFPGtuAiy6NyQR69MdaD9J69f2NRserZ3yDxOfaiopIbBhL176W0N4RixobryXGuUSNUJkbNojlUxzbgJK1Tm4b376RFkfuv+SU2IB2bCtwMXaybIki2Ut2NL6k8huPeLeb0Cc9OXyppTvQ4ycJWY7E/Z1SS41iL9ReqQ1Jn0/GBy7s8kKI1D2tb92b0bOpf9ojb+aMG5DZzz9dt17OX1079LHaInPU3Z6T0mOA+kYneHBOTeG9cdbXNydfZ159+oVe14VOyyBnLU4gU+A98W7w9ovs9+7f3yf9gM7Pjc8ZGJiPLGOPnhUUg7caEGT5J0GWja+WSpSXwnvXkcPEa50m63qLDIOcP8zT+KZ1PSs+zZY11s6ZWlxAGd3tug/Gu74ntzUf7zsDKl++gHbsJ6wfdCHFStlr6AiUf1J8uf/ZvqJms/w6dd0/MZCm/rH2ft3lX1R1QEn9pPZJKyShTkntjWNiTg1jUA4ANRMtpA5WYNXK9U3TSNLfiQm/B+nz/k0QOd3bNIyV4Zk+Ukv+jIzaIrUtBnaMa9OtWcOGjRLiEuPJuToxNZ2e8/0HpmQpZ4I0UPqNq8ppzOhVwcr0UCuSh1pfn7VMN18nR3qXiT5m3CfmJn15o7fShGCnNe46eOCnPht+2ptNhzbS4hqSPflJZSvQy/TgrIwOTZo/12tA335D+nZ9+4W2lhHY98UOvLeJXdr3f/eR5EzL0kwQMWk9Ho6Li3N3TGmg7JX66R2FETauc+eub7/YuWPffv2zug/JebdLw2bqUNLMnHMG9BaH0bN/qKp4spEsxpABE8d3/k2gsdvVrIb+E20TqVJPqr5BHheOuhra79kWabYVltOhYbuALLLF38Hmc2bQm+S26dLpBU/frOffMtO8/VbH7r7Gbte0nB7y1Pfr3Te9S1qPph26pdOWXcW+3uzVxc9Y65c1bkIWFy9tQOdBvTOobjOl/T2YHehDenV8J2dI/x45fScOoOMeaL5kZXXumtOtQ48Ms2w9Wnds1jVnUNq4nM7N3hQl7s+WX9YgdpORjdmnR87glC793ska1OtZDs/PnhRw0Y33KxjXVo+32SbuwsdDV2DXnDdtczK9f/+ULPOyfLHjwCAvCAHvBdYJ6D/5vaHi9cR5wob4WN8DrHMzaehQeTY/cbzy9e9GF1WfznSoA3s6DN9eVJUTmrdu3PqFbt3H9x/6TnJHXz1IsZvAtBYq0PItRxhRL1/PXWzv8Ac5oSjafv5hB8+ZTjI/qX04In2QooLkxraHyMUOsEbPJrYx3UOxKQliKgpXcnLrljldkulSb5M2KT2eH4Vvt0hOvz8rvU3jph0btm4Z0zAlJaVJA/LeyhN8f9NmbRKpIbJFM1diHLtBXSmd2wqLOqVVo5j68fe3aazFNG7c0ZXYsfVv3Lapnd5RfqbFsHvw+frkDEtoHdAV23qsNrBfZhqpF49YrWF7X39Pq94+XSHa92gV2uDv4nyXUvsVLmDVG5Gu5vud716q70Jsq7ig0V5P5tgXZr30hiH7Kw9JiW9M+dYXp6HtoEesgSiT3m5vRYD3Fg1Vsfen5bS0nLD1fXfbSrQ2xUiPYUqXJiJ8QYtppMUKK8XVlGoifpLj5hImh9XTMjZFfG0wdIi4Apo9kdM958Um8dL2SWld8ZWU6PDitc5JiyV3emrbRKt8TeIb+nhj29Cu4tXa+smtHr5WnFm9CkIg6iXYNRJHIlSvuf/ZaJLuuySxXvABAOLSW2qNm8R2GZCoJfvsMLGCo280NIT4xLliO6gdxYia7TKxWXx960gTX2yjNe4WtK3J9uWLM2f+8rvKXHR63TkTGmoxHQOjMGPqiXYA7doxQ5PMC5MaBV5UsveWeQF+6jcMTOfww77qUR4t/fzDj9hGtY/UuiY5GivqMq3VNVU/dMgraUKTDknB42mTQgfWSlOznSYaxpq45Ul4rmqljEl5JL6KvhXbp9TXHoohx37IP+zsK0MBC50qzpFb0JKvHc7qqkzXkHHBY4HDpyrBs/V7tKsxF+n9SbhRw4Csh97yAnzEbHvmVxTpNYjvLVW3c5f6dtBO2BG2ZFgPTvZ1WnRVtoG/r5bTDknGWXFoyMMV6FVSYOBsmlnHzSuSWm43tvXuhjvIfaS2cY+mjheghsHDXHpe+9WpmiTK1aUJrjoQAVhgB6Q0crd4YbIKwBFSm9OtZWJSh/45Mi4vLWditw7J7sZtOZoobKszmQR14nOtGiY2eyRzoApa6EY/W3X91D8CwZm26yCcnWvoVf1rjtcSXGp59oWYbtYLrdn0eSOLHjSGv16ozmCNrtVHLK57Cq4IEN1kOrzTyabsWUPQSF9cmsNn/GYVLDM7IGeifGW0IpAm+0mt1sFOizEQqn/GW1tqubNCPfMVPvmGFz2oHR2LkbtA7SWmiyluA5pYQ780NLW2qzCTXOlWeF+Pqkwi3maIj9QmmW2E3eICpFZ7eDCktpJ69e51Sa3bMiHjb3RX6DYDu7mDrni4Jc4rqL0kd+k3ZPy7PazeDT0mTqSulz0Gjn83y3IWJKT2GPTJe/26VrHNKr4jZTe0f4/fyJs6Ia3ve+MGdKe2xgkT+5n7NJvf4lTaznC6X0M13wt/IxnkMkSNGINKBAAA7RoDBQ3QquSaV1JbH1ILAADXfBnpUYWm8lYy7BxWLQAARA6H1MZOGoj6AACACCBHB5LtafGYKxMAACLB/bKXOCoCAAAiRwtILQAARJrmkFoAAIg0zcR4cn1REQAAEFmpvb83BvQBAIAI0jQH0bQAAKBFfIZkSC0AAEBqAQAAUgsAAKBikjE2JQAA3ACpnYhaAACASEvtBNQCAABAagEAAFILAABAu0YEAqQWAAC0SHfMhdQCAIAGBwIAAGg1fZ5dSC0AAESYiZBaAACA1AIAAKQWAAAApBYAACC1AAAAqQUAAFANUotBFAEAIMJ0y3kTlQAAAJHF9WRDVAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAbjYJAUvi4q6dOCHoat4y2NbWssSQGSeYieztfXIKWShzRUKC/TcuIc4n7yA5BeyNvsZpcT4lsjJ1HHeCZi+xdhPXwErhW864hAZmzmYmcVpCnMjFTsmreLH6kZjgW1haTR8J5lLK0q7ORJllnCMn/inyTlD/4gS8vAHvJM5MpA7IOkax3sqGysH7lDsTPwKrXouTf2iVSNdA/Euk+ogTu2jQIKEBl0YmSbArUlRCAzoxDWSx+D+5X0ddJ2pyrwkqvfwQdSUKJT7EJkkyIddrYkJConmZcYkS1Inkw5b7kWVJcF7DYq98qri4Mo2s+gZxDRLkyRXnMcG+LBLMwvKCRFGPamUDeRMkyG+JVmrzi9x1nFkGPtsNVBnVQfHeG6hTTXWoyYNXVSj/ixP1HkfL48TlkqS2Ne9NXkqJEhMSZLG1a96BIOL0DFiSmnrtxD2DruYtg21tLcsNmXFPM5G9vU9OIQtlrujZ0/6b2jPVJ+8gOQXsjb6maqk+JbIydRx3T81eYu0mdZyVwrecqT3HmTmbmaRqPVNFLnZKXsWL1Y/cnr6FpdX00dNcSlna1Zkrs0x15MQ/Rd491b9UAS8fxztJNROpA7KOUay3sqFy8D7lzsSPwKrXUuUfWiXSjRP/cqk+UsUuxo3rOY5LI5P0tCtSVMI4OjHjZLH4P7lfR13nanKvPVV6+SHqShRKfIhN1siEXK+5PXvmmpcZl6inOpF82HI/siw9ndew2CufKi6uTCOrflzquJ7y5Irz2NO+LHqaheUFuaIe1cpx8iboKb/lWqnNL3LXqWYZ+GyPU2VUB8V7H6dONdWhJg9eVaH8L1XUeyotTxWXyxq1rXlv8lJKlNuzpyy2VtEd2HFy/radkhdushql7dzZo9ZKbV7AksGDr504L+hq3jLY1tayYyEzzjMT2dv75BSyUOaKvDz77+C8wT55B8kpYG/0dbA22KdEVqaO487T7CXWbgYXWyl8yzk4r9jM2cxksJY3WORip+RVvFj9OJbnW1haTR955lLK0q7OYzLLwY6c+KfIO0/9Gyzg5cW8k8FmInVA1jGK9VY2VA7ep9yZ+BFY9dpg+YdWiXTF4t8xqo/BYhfFxXnFXBqZJM+uSFEJxXRiimWx+D+5X0ddH9PkXvNUevkh6koUSnyITcpkQq7XY3l5x8zLjEuUp04kH7bcjyxLnvMaFnvlU8XFlWlk1RcPLs6TJ1ecxzz7ssgzC8sLjol6VCuL5U2QJ78ds1KbX+SuB5tl4LNdrMqoDor3XqxONdWhJg9eVaH8b7Co98G0fLC4XMrUtua9yUsp0bG8PFlsrYI7sJ9uk3WT1aiLrvettVJbErCksPDaiUuCruYtg21tLdNDZlxiJrK398kpZKHMFSUl9t/CkkKfvIPkFLA3+lqoFfqUyMrUcdwlmr3E2k1huZXCt5yFJeVmzmYmhVpJocjFTsmreLH6oZf4FpZW00eJuZSytKtTl1kWOnLinyLvEvWvUMDLy3knhWYidUDWMYr1VjZUDt6n3Jn4EVj1WqH8Q6tEunLxT6f6KBS7KC8vKefSyCQldkWKSiinE1Mui8X/yf066lrX5F5LVHr5IepKFEp8iE10mZDrVS8p0c3LjEtUok4kH7bcjyxLifMaFnvlU8XFlWlk1ZcXlpfIkyvOY4l9WZSYheUFuqhHtbJc3gQl8ptupTa/yF0XmmXgs12uyqgOivderk411aEmD15VofyvUNR7IS0vFJeLug6se5OXUiK9pEQWWwt9B3Yov8lS22XnzhcDpNa5sJbQUm/ht6SRriddK3HgVuaWwba2lnXWU0NlrD8iE9nb++QUslDmCsqhhfmXljlSt9T1wJwa+e9NbHS/nU7kZGbayT5u8U0usXZDX9JVCt9ycor2KmeVSSO9A5enhSMl5/YIL04SP17Q7crlRLxa59UtzCKkWtXZiyu0kVVuUS7+yXnxj04iawGdmd9QMVVJzG1aysKIxGK9eXidqBwePq5UkRX/CLxQ7udc76eytejA6Troz9O/LN6Lzrv4jdjx/bpMInNtodmVwLTnZO07UDWpQlh1TRdLZ95rS86qg8yxA1fEI7zXJMokiRfQJln6O5yQ6/kFzrOXvMwacYl4PZ/IR/hYeD+NZFlEvva55qLp7bk2kkSaJFH1qpTpfHziPLYwLwtZtfJPCyopbylXdpA3gagTPUmukgdu7oYTPsLnlb/w2RYHJ++pRuoOEhVCKajEslhivaog/u9+8U/cNrQuXU8T25r3JldFJ12cCK6WFua6YHfgeF1fm9a6BdH/5khtpq6/FSC1zoW1hOf0Z/2WtNf1dtdKHLiVuWWwra1l7+lDQ2Ws95aJ7O19cgpZKHMF5fCs+ZeWOVI/p+uBObX335vY6Fk7ncjJzHSofdzim1xi7Ya+TFEpfMvJKXqrnFUm7flAdbl1OzPTobRQHf9z+jLdrlxOxKtF9TxrFmGoVZ35XKHtrXKLcvFPzot/DBVZC+jMDKViqpKY2zwnCyMSi/Xm4Q2lcizj4xoqsuIfgRfKs5zrs7SHZ/twuj4i2Vrei867GCp2/Kwuk8hcn9XsSmB6c7LefaiarEKo/dDF8h7v9TnOqrfMsbcuaor22o4yaccLaJO1+gZOyPW8jPPMl5dZey4Rr+cT2ZuPhffTXpZF5Gufay6a3ptro51I005UfR9Zxil8fOI8PmteFrJq5Z9nqaS8pVzZR94Eok70dnKVPHBzN5ywN59X/sJnu48ucxWXrryDRIXwXdFHFUusVxUkdir+6bJitCn6FLGteW9yVQzVxYngannWXBfsDlxrPdp73nypbdCiRcPaKrXv6H38ljyp609cK3HgVuaWwba2lq3Ql4XKWP9UJrK398kpZKHMFZRDH/MvLXOkfkfXA3N60n9vYqO37XQiJzPT5fZxi29yibUb+pKnUviWk1N8qnJWmTypT+by9HGk5Nw+5cVPiB8bdLtyORGv1nl1H7MIy63q3MsV+qRVblEu/sl58Y/lImsBnZnlVExVEnObd2RhRGKx3jy85VSODXxcy0VW/CPwQnmbc32bytYnh9PliGS79HUi0ydFucUORRKZax/NrgTmU072aQ5Vk1UItR+6WFbwXt/hrCbLHCdzRXzKe32CMnmCF9Amu/TDnJDreQPnuVdeZk9yiXg9n8hP+Vh4P0/Ksoh87XPNRdM/5dp4QqR5QlR9jixjHh+fOI99zMtCVq3804dKylvKlTnyJhB1oj8hV8kDN3fDCT/l88pf+Gzn6DJXcenKO0hUCN8VOapYYr2qIP7vbfFP3Da0Ll9fJ7Y1702uiuVccFFrYkHIO/B7/YQWNVJb8cKazQT9E78lGfQadq3EgVuZWwbb2lq2Xl8fKmP9K5nI3t4np5CFMldQDp+YfzN0Z+oJuh6YU4b/3sRGE+x0Iicz0/X2cYtvcom1mwy+2z8JUk5O8aXKWWWSwQeqy61fMDNdTwvV8U/Q9+t25XIiXi2q5xOzCOut6izhCs2wyi3KxT85L/6xXmQtoDOznoqpSmJuM0EWRiQW683DW0/l2M/HtV5kxT8CL5QJnOsE2sMnX3G6r0SyY7wXnXexXux4gi6TyFw/0exKYL7kZF9+RdVkFULth1JzIWi7T2R6+cE1RXt9gTJ5gRfQJsf0Mk7I9byf8yyRl1kGl4jX84n8io+F95MhyyLytc81F03/UlScSPOCqHpVyl18fOI8fmJeFrJq5Z9P6C9vKVd+JW8CUSf6C3KVPHBzN5zwKz6v/IXPtjg4eU9lqDtIVAiloBLLYon1qoL4vwniny4rRtul7xLbmvcmV8V6XZwIrpZPzHXB7sBt+mFI7Y3gC32e35I3ydl1rcSBW5lbBtvaWlas7wmVMV8ZvXz27pNTyEKZKyiHeebfN3Vn6i90PTCnN/33JjZaYqcTOZmZ7rGPW3yTS6zd0JcjKoVvOTlFgcpZZfKmFKB5jpSc23rz+L/QT+p25XIiXi2qZ55ZhD1WdZZzhb5plVuUi39yXvxjj8haQGdmDxVTlcTc5gtZGJFYrDcPbw+V4yQf1x6RFf8IvFCWcK5LaA/zvuN034lkZbwXnXexR+x4iS6TyFznaXYlMAWcrOA7qiarEGo/dLEU816/4KzWyxyVutFee1EmvXgBbVJGK0/yav4gyuVl9iaXiNfziVzPx8L7eVOWReRrn2suml7AtdFLpOklqv47WcYjfHziPM4zLwtZtfLPPCopbylXfidvAlEnei+5Sh64uRtOuJ7PK3/hs/2dLnMVl668g0SFUAoqsSyWWK8qiP9bIv7psmK0I/oRsa15b3JV7NHFieBqmWeuC7gD++zcWaaXc5hXX4fUvrtzZxuVoM3One+aiZN7LyvY+vXENPN3t507n9Ma91pesINVMTFt8JJvthas6H+/z/rkviu/z5+Sbu3RP1nXnfvoCSkizVpbwV6+C4nYLp9+vbVgWc+aHBb8jf6135J3dX3gtRIHbmVuGWxra9lRviKCZ6wXyUT29j45hSyUuYJy+Nr8S8scqb/R9cCc3vXfm9joGzudyMnM9Kh93OKbXGLthr6UqhS+5eQURSpnlcm7+m4uz9eOlJxbES8eKH6c1u3K5US8WufVX5tFOGpVp84V+q5VblEu/sl58Y+jImsBnZmjVExVEnObb2RhRGKx3jy8o1SO03xcR0VW/CPwQvmGc/2Gyvb1bk63W27De9F5F0fFjr/RZRKZ69eaXQlMEScr2k3VZBVC7YcuFi4Ebfe1TC8/KCnvdSBlMpAXyJ1wwnfFhxRHuRcqEa/nE1nExeL9vCvLIvK1zzUXTS8SFSfSDBRVr0pZyscnzuPX5mUhq1b++ZpKylvKlbvlTSDqRB8oV8kDN3fDCYv4vPIXPtvi4OQ99a66g0SF8F2xWxVLrFcVxP99I/6J24bWleqlYlvz3uSqOCpPBFfL1+a6gDtwoBV7MMghteSV6GDGJ+jCt8P0UlWtr21mWcHd0/bykgGa1qzMzKlsUJy9Pn2/XLhCumADk/Wwwx/aWs1ivgs1LaVQ/dqbXnOllrxrfkvYH3atxIFbmVsG29paJq6I4BmTu00ksrf3ySlkocwVlMMG8y879iY78w7MabL/3sRGG+x0Iicz01L7uMU3ucTazWQ2pDYEKSenOKxyVplM5gPV5daTzUxLaaE6/g1yraOwG8Qdc9hcKnIyq1PnCp1slVuUa7JwWE4WP0pF1gI6M6VUTFUScxtzd2Inpeow5Ja6NBBLRVY+pbIKt4Fz3cCe0sOcTu1JF9FDGyarPLjOOInMdYNmVwJzmJMdPixeYlUh1H4oNWdA222Q6eUH1xTtdTJlMpkXlJo5bZhs35+lci9colJ5Ig9zsXg/k2VZRL72uRYHfFhUnEgzWVT9YfN4NhyW53GDeVnIqpV/NtDfDbq58rC8CUSd6JPlKnng5m444WE+r2ILXSQUq8WlK+8gUSF8VxxWxRLrVQWJnUpfuqwYrVw/LbY1783J8oFXrqplg7ku4A4MQ2rtpPrupqaUjjuhK6lt4QgZG6L5rSe+dYllAckqI7XpVi56WZcaK7XFerHfkqW6/sW1EgduZW4ZbGtrWbleHipjcrCJRPb2PjmFLJS5gnIoNv/SMkfqYl0PzGmp/97ERsV2OpGTmWm5fdzim1xi7Ya/qBS+5eQVJSpnlclSPlBdbv2FZvkBSszjL7bzUtkVizumxFwqcjKrU+cKXWqVW5SLf3Je/KNcZC2gMyMkUJbE3MbcndhJuW4fnhVsWS6y8imVVbhizrWY9lBcwulKHLcR70LmwXXGSWSuxZpdCcKvyskoFrZEswqh9kOpRYGKOasSmWOJLmqK9voFZfIFLyh37NCiXO6FS1QuT6TYIe9nqSyLyNc+1+KAS0TFiTRfiKq3SllcIs9jsXlZyKqVf4rpb7FuriyRN4GoE/0LuUoeuLkbTljC51VsITKXuYpLV95BokKKRYllscR68yzxTsU/XVaMRn/Etua9udR84MlqKTbXBdyBSS1a7NSPcKRXo2tI7ZOU385eHR5O/5y+rDGltFwvyOrQogVFkrU4kNsjvUOrDl3J3VH+sL1+Q1b7Nl3Yo9xfSq1/ssQWb5FUcwlauCyp9V14Pz1Pivqltm7XPV/XDyTXVKmlVxq/Jd/S28m1EgduZW4ZbGtrmbgigmfMb1Lf+OzdJ6eQhTJX8GuV+fdb3ZlavPb45/St/97ERkftdCInK1P7uMU3ucTaDX9RKXzLyStOq5xVkm/lO+5RR8qj4sVXHf9ROy+V3VH1gqyWOg5HrOBEZrlFub4VO/tGM1/31Dv1N9/KT7kDcxtzd2Zi6/AcmFkFXihHOVd+yz/KO/nmtHOro9/q1g5FEkcm3+pW0tOijk6zVWbuV+3H3PwoZ3Va5nha1hTt9RvK5BtHPo4d6uoy+9YsEZ9I8Y33860qy1H7GrZq6qg8itMye8cBHT0tz+NR87LwOVLzf7HytKxqWSffmBXus9lRLs43sgwyc7laXLryDhIVclSUWBZLrD/q3Kl0Rsht1XXwjXlvfutbLUfNdcHuwCDNYsGklmLC8qQT4EXKpLNKr+fGa/6Df2Tp+mAzP32lHN1iCGlkgxDJrhlXSzFrK9xyJ58JC7pmUqKXBAR/6IXXShy4lbllsK2tZSGlVpoPhT5798kpZKHMFfz0N/9+rztTl+h6YE7f++9NbFRipxM5WZnaxy2+ySXWbr7XrRS+5fxeGFjfK+NDJPleGXOOlJbtVGj+KHEW1jYA/Q9Hicr3VrlFub4XOyvUSnwFodDcs24mcu7OZyf+W6oFgRdKCedaYmZa6LNVyfe6tcMSaVFamXzvsD+/lwZYub3fEh+pZUv0e98cea+FlEnh90F3aErt92aJSsycy9X+hK1oX8Pm8ZaXyKMol9k7DqhEnceSEkdujpXWEZZoVlWrzPQSv0KoqigsMeukxFwtLl15B4kKkTa5LJZYX+LcaYn1alCiqeug0Lw3v/etlhJzXdWlthm9u99vS1+OSr8/WDvVXuUFp/UnmighpuY7T4hk15LahmX6voZm3O0+vbCmSm2g+3SDHtQR65M4uNN1g+mvCpVjSKkttZyB9vY+OYUslLmiVDjo5N8NPo7FUl8/o9Op68x2g+7wE6qcrEzt4xbf5BJrNxss96BfOcUKlbNKssF0JtopbW+j+aPUWdhSHwek83CUqNi+ZFEu6dvdYGerMjf3rJuJnLvz2Yn/lmpB4IVSqtyHMtMNPluVmj+lb1E6XlUmzpQbbHEsdR6nKbWlpWZWVo7Sz7rBOiS/HZpSu0G3KrvUd39cllL7GrYPXq3foPz0unOF8LWW+uVmrjSPsFSzqtrMrDSgENIHXWrWSam5Wly68g4Sh1Dq3IHpu7aWWf50uVOrAaVUXZqOaim1GleqLLXUq225uUVH9azvqSTXlMRuOd8U7tjJMQ27zPys0W166Xp2iGTXktp0Z/vHVL08EVILqYXUQmprqdS+bTpbCddp6Xuh9G/a+XTbb+/0iJnf2w55nhci2bWklty2+7dt287s2EFOk5aQWkgtpBZSW0ulluIP7EEnqZkqTgVzaY4+BzbHArpEPExu2xDJriW1A3yrW38EUguphdRCamup1NJIi++YW8SU6ic1P6mNp/ja7/uld+Bxa7bbUmv156F8loZIdi2p7ecntR0gtZBaSC2ktjZI7Se6nmI7Sj9VYQdTHBbqTn+pJQfB1y6lxAdsqf3Uci9Ih2uwZNeS2u4U9NvCQQKkFlILqYXU1gappVf2rmrZRCWXbSlaK9Hu95DrL7Uv6GJwNqaTw4FQbOriMpl3sGQvOMZXsqTWsbCVGcdbw4HUQmohtZBaH6nNUI5V6hF7UkltzDYr3OCRE0qJnVLbxbJ6k9Y7pNbsOEary5qESJZupXJIrXNhvnPombTuiKtFXC3iahFXWyviapvQQAWTqVdW47eO6qYTgPvKzqNesolZFEKww+UvtTxM+bu0SeIL253NYqTPFDDQqG+JkthgydrQEGSt/KXWuTCNauGLNO7E0OzFb7kHsYbeYugtht5i6C1W83uLaZ+xwhfvLRfjskmpjflSDFmxh4eLKe2o+UutJgacPFBMqwt22lK7gge2LOZCFjcOlSyWh8zZJwfxsqTWuVDrLx6E+3YfU4M1aBgDAWMgYAwEjIFQk8ZACCG1jcxBLifZw800+MIaIihNC5TaZjvU2u9bbLWltrs5SE1x25DJRE9f3+FmfBdSJ95j1qld0VrDyF4Y2Qsje2Fkr5o1sleoocETB9Kw4mVruzgHUdTSl7Ed/f2gxloQqdUavUcDPp4u7NdAc0qtlr6SCrJ7aKPQyUhg154IkFrHQqJx/3Vcc1sn1dRILw3j1WK8WoxXW4fHqyWatmhm6muLFo5Orw2bcDeFhBYtGjsSJzVxhFr5pmcZbRLvzFFJcWxyQ62iZExc4+ZiEC9rbjHnQklsoyb1NMzCgFkYdMzCgFkYat4sDBHF1+qt82BuMcwthrnF6vLcYpBaDTPmYsZczJiLGXMjPWMupPYGIWaf90HMQ3+NxIFbmVsG29paFmQWejM/ntC+nc/efXIKWShzxXM82736S8scqZ/T9cCc2vvvTWz0rJ1O5GRmOtQ+bvFNLrF2Q1+mqBS+5eQUvVXOKpP2fKC63LqdmelQWqiO/zl9mW5XLifi1aJ6njWLMNSqznyu0PZWuUW5+CfnxT+GiqwFdGaGUjFVScxtnpOFEYnFevPwhlI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" ], "text/plain": [ "<_NotebookFigure size 2280x1320 with 1 Axes>" ] }, "execution_count": 2, "metadata": { "image/png": { "width": 693 } }, "output_type": "execute_result" } ], "source": [ "result.plot()" ] }, { "cell_type": "markdown", "id": "02-06", "metadata": {}, "source": [ "Four warnings came back.\n", "\n", "- `SITE_SNAPPED_TO_SPECIAL_POSITION`: the CIF gives Ca1's x as 0.3333333333, which is 1/3 to ten digits. The reader placed it exactly on the special position.\n", "- `FLOOR_HIT`: the data push the extinction coefficient below zero, so it ends on its floor of 0, which is no extinction at all. This specimen shows none to measure.\n", "- `RESOLUTION_UNCONSTRAINED`: the peaks are mostly Lorentzian, so the Gaussian width terms U, V and W are poorly determined. Do not quote them.\n", "- `PATTERN_UNDERSAMPLED`: the step count notebook 01 measured.\n", "\n", "None of them invalidates the structure, but each one limits what you can quote.\n", "\n", "## The plan and its stages\n", "\n", "A plan frees parameters in groups, in a fixed order, and runs each group to convergence before freeing the next.\n", "The order follows McCusker et al. (1999): background and scale, then zero shift, cell and peak widths, then atomic coordinates and displacement parameters.\n", "Freeing everything at once from a poor start tends to land in a wrong minimum." ] }, { "cell_type": "code", "execution_count": 3, "id": "02-07", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The standard order continued into the structure: coordinates as site-symmetry DOFs, then displacement parameters (biso or the anisotropic patterns, whichever each site declares), then preferred orientation, extinction and surface roughness where declared.\n", "scale_bkg converged 7 freed\n", "zero converged 1 freed\n", "cell converged 2 freed\n", "profile_w converged 1 freed\n", "profile converged 4 freed\n", "extra_components converged 0 freed\n", "coordinates converged 12 freed\n", "biso converged 7 freed\n", "preferred_orientation converged 0 freed\n", "extinction converged 1 freed\n", "roughness converged 0 freed\n" ] } ], "source": [ "print(rx.PLAN_INFO[\"mccusker_structural\"].description)\n", "for stage in result.stages:\n", " print(f\"{stage.name:22} {stage.status:10} {len(stage.freed):3} freed\")" ] }, { "cell_type": "markdown", "id": "02-08", "metadata": {}, "source": [ "A stage that frees nothing belongs to a correction this model does not declare, such as preferred orientation.\n", "It converges at once and changes nothing.\n", "\n", "## The parameter table\n", "\n", "`ref.parameters()` lists every parameter the model has, whether it varies or not.\n", "Here are the rows for one oxygen site, O7, which sits on a general position." ] }, { "cell_type": "code", "execution_count": 4, "id": "02-09", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "phases.0.atoms.6.x 0.33986 esd 0.00063 tied: = 0.339862 + 1·phases.0.atoms.6.dof.0\n", "phases.0.atoms.6.y 0.25772 esd 0.00062 tied: = 0.25772 + 1·phases.0.atoms.6.dof.1\n", "phases.0.atoms.6.z 0.07048 esd 0.00061 tied: = 0.0704785 + 1·phases.0.atoms.6.dof.2\n", "phases.0.atoms.6.dof.0 0.00000 esd 0.00063 varies\n", "phases.0.atoms.6.dof.1 0.00000 esd 0.00062 varies\n", "phases.0.atoms.6.dof.2 0.00000 esd 0.00061 varies\n", "phases.0.atoms.6.occ 1.00000 esd - fixed\n", "phases.0.atoms.6.biso 0.38548 esd 0.11281 varies\n" ] } ], "source": [ "for row in ref.parameters():\n", " if row.path.startswith(\"phases.0.atoms.6.\"):\n", " state = \"varies\" if row.vary else (row.held_because or \"fixed\")\n", " esd = f\"{row.esd:.5f}\" if row.esd is not None else \"-\"\n", " print(f\"{row.path:28} {row.value:10.5f} esd {esd:8} {state}\")" ] }, { "cell_type": "markdown", "id": "02-10", "metadata": {}, "source": [ "The atom's x, y and z are not refined directly.\n", "rietx refines one `dof` per direction the site symmetry allows.\n", "O7 is on a general position, so it has three.\n", "An atom on a mirror plane has two, and one on a three-fold axis has one.\n", "The coordinates follow from the `dof` values, so the symmetry always holds.\n", "\n", "## A constraint between three atoms\n", "\n", "Fluorapatite has three oxygen sites in its phosphate group: O5, O6 and O7.\n", "Their displacement parameters (Biso, the mean-square vibration amplitude times 8π²) are expected to be similar.\n", "Check that against the data before constraining anything." ] }, { "cell_type": "code", "execution_count": 5, "id": "02-11", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "phases.0.atoms.4.biso 0.264 +/- 0.149 Ų\n", "phases.0.atoms.5.biso 0.467 +/- 0.158 Ų\n", "phases.0.atoms.6.biso 0.385 +/- 0.113 Ų\n" ] } ], "source": [ "OXYGENS = [\"phases.0.atoms.4.biso\", \"phases.0.atoms.5.biso\", \"phases.0.atoms.6.biso\"]\n", "for path in OXYGENS:\n", " p = result.parameter(path)\n", " print(f\"{path:24} {p.value:.3f} +/- {p.stderr:.3f} Ų\")" ] }, { "cell_type": "markdown", "id": "02-12", "metadata": {}, "source": [ "Each value lies within about one esd of the others.\n", "The data cannot tell them apart, so refining one shared value loses nothing and spends two fewer parameters.\n", "`tie_equal` makes the second and third follow the first.\n", "We refit with the same plan, so the tie is the only difference from the first fit." ] }, { "cell_type": "code", "execution_count": 6, "id": "02-13", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "free parameters: 35 before, 33 after\n", "shared oxygen Biso: 0.377 +/- 0.078 Ų\n", "Rwp: 0.0893 before, 0.0894 after\n" ] } ], "source": [ "ref.tie_equal(OXYGENS)\n", "tied = ref.fit(data, plan=\"mccusker_structural\", two_theta_limits=(15, 130))\n", "\n", "print(f\"free parameters: {result.statistics.n_free_parameters} before, \"\n", " f\"{tied.statistics.n_free_parameters} after\")\n", "p = tied.parameter(OXYGENS[0])\n", "print(f\"shared oxygen Biso: {p.value:.3f} +/- {p.stderr:.3f} Ų\")\n", "print(f\"Rwp: {result.statistics.rwp:.4f} before, {tied.statistics.rwp:.4f} after\")" ] }, { "cell_type": "markdown", "id": "02-14", "metadata": {}, "source": [ "The shared esd is smaller than any of the three separate ones.\n", "That is what the constraint bought.\n", "Rwp barely moved, and it could not have shown the gain: a constraint is judged by its premise and its esds.\n", "\n", "## Two parameters the data cannot separate\n", "\n", "A flat-plate diffractometer has two corrections that shift every peak: the zero shift (constant in 2θ) and the specimen displacement (proportional to cos θ).\n", "The `lab_bragg_brentano` plan frees both.\n", "Run it from where the tied fit ended and see what happens." ] }, { "cell_type": "code", "execution_count": 7, "id": "02-15", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "instrument.zero_shift -0.16551 +/- 0.03728\n", "instrument.geometry.sample_displacement -0.23273 +/- 0.06668\n", "phases.0.cell.a 9.36897 +/- 0.00098\n", "[warning] HIGH_CORRELATION: instrument.zero_shift ~ instrument.geometry.sample_displacement (ρ=+1.000)\n", "[warning] HIGH_CORRELATION: phases.0.cell.a ~ instrument.zero_shift (ρ=+0.997)\n", "[warning] HIGH_CORRELATION: phases.0.cell.c ~ instrument.zero_shift (ρ=+0.995)\n" ] } ], "source": [ "both = ref.fit(data, plan=\"lab_bragg_brentano\", two_theta_limits=(15, 130))\n", "for path in (\"instrument.zero_shift\", \"instrument.geometry.sample_displacement\", \"phases.0.cell.a\"):\n", " p = both.parameter(path)\n", " print(f\"{path:40} {p.value:9.5f} +/- {p.stderr:.5f}\")\n", "for d in both.diagnostics:\n", " if d.code == \"HIGH_CORRELATION\" and \"instrument.zero_shift\" in d.where:\n", " print(f\"[{d.level}] {d.code}: {d.message.split(' — ')[0]}\")" ] }, { "cell_type": "markdown", "id": "02-16", "metadata": {}, "source": [ "The zero shift and the displacement are correlated at ρ = 1.000.\n", "The fit could trade one against the other without changing the pattern, so neither value is a measurement.\n", "The cell's esd grew too, because the cell shifts peaks in a similar way.\n", "\n", "The cure is to hold one of the pair at a value known from outside this fit.\n", "GSAS's own refinement of this file held the zero shift at 0 and refined the displacement.\n", "We do the same.\n", "First go back to the tied fit: every fit is a node in the refinement's history, and `checkout` restores one, tie included." ] }, { "cell_type": "code", "execution_count": 8, "id": "02-17", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "instrument.geometry.sample_displacement 0.06322 +/- 0.00147\n", "phases.0.cell.a 9.37331 +/- 0.00008\n", "[info] HOLD_BLOCKED_PLAN: 1 held parameter was matched by the turn_on glob of stage 'zero_disp' and stayed fixed: instrument.zero_shift. The hold you declared outranks the plan's glob\n" ] } ], "source": [ "ref.checkout(tied.node_id)\n", "ref.set_values({\"instrument.zero_shift\": 0.0})\n", "ref.hold([\"instrument.zero_shift\"])\n", "\n", "held = ref.fit(data, plan=\"lab_bragg_brentano\", two_theta_limits=(15, 130))\n", "for path in (\"instrument.geometry.sample_displacement\", \"phases.0.cell.a\"):\n", " p = held.parameter(path)\n", " print(f\"{path:40} {p.value:9.5f} +/- {p.stderr:.5f}\")\n", "for d in held.diagnostics:\n", " if d.code == \"HOLD_BLOCKED_PLAN\":\n", " print(f\"[{d.level}] {d.code}: {d.message}\")" ] }, { "cell_type": "markdown", "id": "02-18", "metadata": {}, "source": [ "The displacement now has a small esd, and so does the cell.\n", "`HOLD_BLOCKED_PLAN` reports that the plan tried to free the zero shift and the hold stopped it.\n", "\n", "Use `ref.hold` for this, not `vary=False` on the parameter.\n", "A plan sets which parameters vary at each stage, so it would free a parameter marked `vary=False`.\n", "A hold outranks the plan.\n", "\n", "`lab_bragg_brentano` refines the profile and the instrument, not the atoms.\n", "Refine the structure once more, with the zero shift held, the displacement as just measured, and the tie in place." ] }, { "cell_type": "code", "execution_count": 9, "id": "02-19", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "converged Rwp=0.0890\n" ] } ], "source": [ "final = ref.fit(data, plan=\"mccusker_structural\", two_theta_limits=(15, 130))\n", "print(f\"{final.status} Rwp={final.statistics.rwp:.4f}\")" ] }, { "cell_type": "markdown", "id": "02-20", "metadata": {}, "source": [ "## Is the structure chemically sensible?\n", "\n", "A fit can match the pattern with atoms in impossible places.\n", "`result.geometry` lists the bonds the refined structure implies, with esds.\n", "A phosphate's P–O bonds are close to 1.54 Å." ] }, { "cell_type": "code", "execution_count": 10, "id": "02-21", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "P3-O7 1.526 +/- 0.005 Å\n", "P3-O7 1.526 +/- 0.005 Å\n", "P3-O5 1.553 +/- 0.007 Å\n", "P3-O6 1.574 +/- 0.006 Å\n" ] } ], "source": [ "for bond in final.geometry.bonds:\n", " if bond.atom_1 == \"P3\" and bond.atom_2.startswith(\"O\"):\n", " print(f\"{bond.atom_1}-{bond.atom_2} {bond.distance:.3f} +/- {bond.stderr:.3f} Å\")" ] }, { "cell_type": "markdown", "id": "02-22", "metadata": {}, "source": [ "The list has one row per bond, and O7 sits on both sides of the mirror plane, so it appears twice.\n", "All four bonds are within 0.04 Å of 1.54 Å.\n", "That is chemically sensible, but some differ from it by several esds.\n", "An esd counts only the noise in the data, and not errors in the model, so a real structure can sit further from a reference than its esd suggests.\n", "\n", "## The refined structure\n", "\n", "`rx.viz.render_structure` draws a structure the way the GUI's 3D viewer does, from the refined values the model holds now.\n", "`view` says where it is seen from: an axis (`\"a\"`, `\"b\"`, `\"c\"`), a direction `[u, v, w]`, the normal to a plane `{\"hkl\": (h, k, l)}`, or `\"auto\"`.\n", "Looking down c shows what makes this an apatite: fluorine channels at the cell corners, each ringed by Ca2, with the PO₄ tetrahedra and the Ca1 columns between them." ] }, { "cell_type": "code", "execution_count": 11, "id": "02-23", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ], "text/plain": [ "StructureFigure(688×1000 px, 102 atoms drawn, path=None)" ] }, "execution_count": 11, "metadata": { "image/png": { "width": 344 } }, "output_type": "execute_result" } ], "source": [ "rx.viz.render_structure(ref.structure, view=\"c\")" ] }, { "cell_type": "markdown", "id": "02-24", "metadata": {}, "source": [ "Atoms outside the cell, drawn to complete a polyhedron or a bond, are shaded darker, so one element shows in two shades.\n", "The orange tetrahedra are the phosphate groups.\n", "\n", "Down an axis the picture is flat.\n", "`turn` adds small rotations after the view, in degrees about the screen's x and y axes.\n", "Here the default view is tipped 15° about the screen's x axis, so the cell reads as a box and the tetrahedra show their stacking along c." ] }, { "cell_type": "code", "execution_count": 12, "id": "02-25", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ], "text/plain": [ "StructureFigure(1000×621 px, 102 atoms drawn, path=None)" ] }, "execution_count": 12, "metadata": { "image/png": { "width": 500 } }, "output_type": "execute_result" } ], "source": [ "rx.viz.render_structure(ref.structure, turn=\"-15x\")" ] }, { "cell_type": "markdown", "id": "02-26", "metadata": {}, "source": [ "Each call takes a fraction of a second, so try other views.\n", "`mode=\"ellipsoid\"` draws the displacement parameters, `atom_labels=True` names each site, and `path=\"apatite.png\"` writes the picture to a file.\n", "\n", "## The history\n", "\n", "Every stage of every fit is a node you can return to." ] }, { "cell_type": "code", "execution_count": 13, "id": "02-27", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tcb8d2285 51 nodes data=FAP.XRA\n", " n0000 root —\n", " n0001 stage:scale_bkg Rwp 0.5704\n", " n0002 stage:zero Rwp 0.4556\n", " n0003 stage:cell Rwp 0.4545\n", " n0004 stage:profile_w Rwp 0.1941\n", " n0005 stage:profile Rwp 0.0939\n", " n0006 stage:extra_components Rwp 0.0897\n", " n0007 stage:coordinates Rwp 0.0895\n", " n0008 stage:biso Rwp 0.0893\n", " n0009 stage:preferred_orientation Rwp 0.0893\n", " n0010 stage:extinction Rwp 0.0893\n", " n0011 stage:roughness Rwp 0.0893\n", " n0012 set_tie —\n", " n0013 stage:scale_bkg Rwp 0.0895\n", " n0014 stage:zero Rwp 0.0895\n", " n0015 stage:cell Rwp 0.0895\n", " n0016 stage:profile_w Rwp 0.0895\n", " n0017 stage:profile Rwp 0.0895\n", " n0018 stage:extra_components Rwp 0.0895\n", " n0019 stage:coordinates Rwp 0.0895\n", " n0020 stage:biso Rwp 0.0894\n", " n0021 stage:preferred_orientation Rwp 0.0894\n", " n0022 stage:extinction Rwp 0.0894\n", " n0023 stage:roughness Rwp 0.0894\n", "├─ n0024 stage:scale_bkg Rwp 0.0894\n", "│ n0025 stage:zero_disp Rwp 0.0894\n", "│ n0026 stage:cell Rwp 0.0889\n", "│ n0027 stage:profile_w Rwp 0.0889\n", "│ n0028 stage:profile Rwp 0.0889\n", "│ n0029 stage:lines_axial Rwp 0.0883\n", "│ n0030 stage:roughness Rwp 0.0883\n", "└─ n0031 set_value —\n", " n0032 set_hold —\n", " n0033 stage:scale_bkg Rwp 0.3859\n", " n0034 stage:zero_disp Rwp 0.0986\n", " n0035 stage:cell Rwp 0.0897\n", " n0036 stage:profile_w Rwp 0.0897\n", " n0037 stage:profile Rwp 0.0897\n", " n0038 stage:lines_axial Rwp 0.0890\n", " n0039 stage:roughness Rwp 0.0890\n", " n0040 stage:scale_bkg Rwp 0.0890\n", " n0041 stage:zero Rwp 0.0890\n", " n0042 stage:cell Rwp 0.0890\n", " n0043 stage:profile_w Rwp 0.0890\n", " n0044 stage:profile Rwp 0.0890\n", " n0045 stage:extra_components Rwp 0.0890\n", " n0046 stage:coordinates Rwp 0.0890\n", " n0047 stage:biso Rwp 0.0890\n", " n0048 stage:preferred_orientation Rwp 0.0890\n", " n0049 stage:extinction Rwp 0.0890\n", " *n0050 stage:roughness Rwp 0.0890\n" ] } ], "source": [ "print(ref.history.summary())" ] }, { "cell_type": "markdown", "id": "02-28", "metadata": {}, "source": [ "Read it from the top.\n", "A straight run of stages stays in one column.\n", "Where we checked out an earlier node and fitted again, the history forks, and each branch is indented one level: `├─` for the first and `└─` for the last.\n", "`*` marks the node the model stands at now.\n", "\n", "## The verdict for a declared purpose\n", "\n", "What counts as finished depends on what the fit is for.\n", "`ref.summary` prints the rows that decide a given deliverable.\n", "Here the deliverable is the structure." ] }, { "cell_type": "code", "execution_count": 14, "id": "02-29", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Refinement.summary: converged (rietveld)\n", " stage scale_bkg: converged (2 evals, ftol=1e-06)\n", " stage zero: converged (1 evals, ftol=1e-06)\n", " stage cell: converged (2 evals, ftol=1e-06)\n", " stage profile_w: converged (2 evals, ftol=1e-06)\n", " stage profile: converged (4 evals, ftol=1e-06)\n", " stage extra_components: converged (4 evals, ftol=1e-06)\n", " stage coordinates: converged (5 evals, ftol=1e-06)\n", " stage biso: converged (5 evals, ftol=1e-06)\n", " stage preferred_orientation: converged (3 evals, ftol=1e-06)\n", " stage extinction: converged (1 evals, ftol=1e-06)\n", " stage roughness: converged (1 evals, ftol=solver default)\n", " diagnostics: 5 unresolved\n", " WARNING SITE_SNAPPED_TO_SPECIAL_POSITION: 1 site(s) in phase 'fluorapatite' sit within 0.0001 of a special position of 'P 63/m' without being on it, and were expanded at it: Ca1 (3.3e-11 → multiplicity 4). Largest shift 3.33e-11 in fractional coordinates — the stored coordinates are unchanged and the fit is unaffected, but the multiplicity is the special one — it is what decides how many atoms the site puts in the cell, hence ZMV and every weight fraction. Check these sites against the source's own multiplicities: if they agree, nothing is wrong and the coordinates are simply rounded; if they disagree, the coordinates and the space group are telling you different things\n", " WARNING FLOOR_HIT: phases.0.extinction refined to its floor (ρ=+0.064) — the data push this parameter below zero, where it cannot go. The usual reasons are a phase or term the data do not support, a width the instrument already supplies, or, for a displacement parameter, absorption or a wrong species or occupancy. Fix it at 0\n", " WARNING RESOLUTION_UNCONSTRAINED: U, V, W refined on a predominantly Lorentzian pattern (Γ_L exceeds Γ_G at 4951 of 5751 fitted points; the Gaussian carries 41% of the width) — on a pattern of this character the Gaussian resolution terms are not determined by the data, so what they converged to is a fitted artefact rather than a measurement of the instrument — measure the instrument instead of refining it here: lab_calibrate on a standard with its certified cell held fixed, save_instrument_profile, then load_instrument_profile before this fit, which holds U, V and W at the instrumental values. Do not quote the widths, and treat any crystallite size or strain read off this profile as unmeasured\n", " INFO HOLD_BLOCKED_PLAN: 1 held parameter was matched by the turn_on glob of stage 'zero' and stayed fixed: instrument.zero_shift. The hold you declared outranks the plan's glob — this is the hold working. If you meant the plan to refine these, unhold() them first; if you meant them held, the plan is doing less than its name suggests and a narrower one would say so\n", " WARNING PATTERN_UNDERSAMPLED: 4.6 steps across the FWHM (median over 76 fitted peaks) — below the 5 the guidelines ask for — a data-collection limit, not a refinement one: the integrated intensities were not measured finely enough and no choice made here recovers them. Re-collect at a step size near FWHM/5 if the intensities have to be quotable\n", " layer0/1: Rwp=0.0890 GoF=1.59; 63 regions, top 15 shown (47% of χ²); 4 unmatched observed peak(s); remaining 48 regions carry 30% of χ²; Layer 1 abstained — regions carrying 40% of χ² misfit, but only 20% of that sits in regions the local gates accept (need 40%); Layer 1 abstains\n", " abstained: unreadable — regions carrying 40% of χ² misfit, but only 20% of that sits in regions the local gates accept (need 40%); Layer 1 abstains\n", " region 31.5-32.5°: 9% of χ², max|Δ|/σ=12.7\n", " region 103.2-111.3°: 4% of χ², max|Δ|/σ=5.0\n", " region 32.6-33.4°: 4% of χ², max|Δ|/σ=9.6\n", " unmatched obs peaks: 4\n", " serial correlation (DW): 1.03, esds inflated ×2.17\n", " next: free phases.0.atoms.2.occ, predicted ΔBIC +31.4 at N_eff 1220 (Δχ² 449)\n", " deliverable: structure\n", " exchangeability: 2 row(s)\n", " instrument.geometry.sample_displacement ~ phases.0.cell.a, phases.0.cell.c, instrument.profile.v, instrument.profile.w (R²=0.68)\n", " instrument.geometry.sample_transparency ~ phases.0.cell.a, phases.0.cell.c (R²=0.90)\n", " protocol:\n", " plan: scale_bkg, zero, cell, profile_w, profile, extra_components, coordinates, biso, preferred_orientation, extinction, roughness\n", " held: 16 symmetry-locked, 17 user-fixed, 2 wavelength-blocked\n", " N points=5751, N reflections=325, effective obs=143\n", " σ source: Poisson √max(y,1)\n", " provenance: rietx 1.10.0.dev0, backend=numpy, solver=lm\n", " Rwp 0.0890 / Rexp 0.0559 (GoF 1.59), Rp 0.0693, χ² 2.5, DW 1.03\n", " visual check: call summary(plot='fit.png') or plot_for_vlm(result, report) to draw these regions\n" ] } ], "source": [ "print(ref.summary(deliverable=\"structure\"))" ] }, { "cell_type": "markdown", "id": "02-30", "metadata": {}, "source": [ "The summary repeats the stages and diagnostics, then adds what needs the whole model.\n", "\n", "- `layer0/1` reads the difference curve region by region and ranks the regions by their share of χ². When too little of the misfit sits in regions it can explain, it abstains from attributing a cause. An abstention is an answer: no single correction is indicated.\n", "- `unmatched obs peaks` counts observed peaks with no reflection under them. Find them before quoting a structure, because a weak second phase would explain them.\n", "- `next` names the parameter whose release the package predicts would help most, and the ΔBIC that release would have to pass.\n", "- `exchangeability` lists held parameters whose effect a free one could imitate. The agent skill's rule 14 settles each with two short fits, one per rival.\n", "- `protocol` is what you report alongside the numbers: the plan, what was held, and the observation count.\n", "\n", "## The final fit" ] }, { "cell_type": "code", "execution_count": 15, "id": "02-31", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ], "text/plain": [ "<_NotebookFigure size 2280x1320 with 1 Axes>" ] }, "execution_count": 15, "metadata": { "image/png": { "width": 693 } }, "output_type": "execute_result" } ], "source": [ "final.plot()" ] }, { "cell_type": "markdown", "id": "02-32", "metadata": {}, "source": [ "## Saving the work as a project\n", "\n", "Everything so far lives in this Python session and goes when it ends.\n", "A project keeps a refinement on disk as a directory whose name ends `.rex`.\n", "The GUI opens the same directory (`rietx gui fluorapatite.rex`), so a project started in code can be continued by hand, and the reverse.\n", "\n", "`Project.create` takes the pattern file, the models and the protocol, and starts a history of its own.\n", "`project.fit()` refines and records each stage there." ] }, { "cell_type": "code", "execution_count": 16, "id": "02-33", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "converged\n", "FAP.XRA 47396\n", "exports/ \n", "history.jsonl 163395\n", "live/ \n", "project.json 4967\n", "['created_utc', 'excluded_regions', 'format_version', 'history_file', 'indexing', 'mode', 'package_version', 'patterns', 'plan', 'two_theta_limits', 'ui', 'updated_utc']\n" ] } ], "source": [ "work = Path(tempfile.mkdtemp())\n", "project = rx.Project.create(work / \"fluorapatite.rex\", pattern=examples_dir() / \"FAP.XRA\",\n", " structure=ref.structure, instrument=ref.instrument,\n", " plan=\"mccusker_structural\", two_theta_limits=(15, 130))\n", "saved = project.fit()\n", "project.save()\n", "print(saved.status)\n", "for item in sorted((work / \"fluorapatite.rex\").iterdir()):\n", " print(f\"{item.name + ('/' if item.is_dir() else ''):16} {item.stat().st_size if item.is_file() else ''}\")\n", "print(sorted(json.loads((work / \"fluorapatite.rex\" / \"project.json\").read_text(encoding=\"utf-8\"))))" ] }, { "cell_type": "markdown", "id": "02-34", "metadata": {}, "source": [ "Each entry holds one kind of fact, and no fact is stored twice.\n", "\n", "- `FAP.XRA` is the pattern, copied byte for byte. `project.json` records its checksum, which reader opened it, and a fingerprint of the numbers that reader produced. A changed file and a changed reader can then be told apart.\n", "- `project.json` holds the settings: the plan, the fitted range, excluded regions, and the GUI's own choices. It holds no refined values.\n", "- `history.jsonl` holds every node of the history, one JSON line each, appended as each stage finishes. The node at its head is the working state, so the refined values live here.\n", "- `live/` holds each run's record while it happens, which `rietx watch` and the GUI draw from.\n", "- `exports/` is where exported files go, such as a CIF of the refined structure.\n", "\n", "`rx.Project.open` reopens a project in code.\n", "Every verb writes into the directory, so to look at someone's project without changing it, open a copy (`rietx gui --scratch` makes one).\n", "\n", "## Checking an agent's work\n", "\n", "When an agent reports a structure refinement, check these in order.\n", "The numbers are the rules in the rietx agent skill (`SKILL.md` §4).\n", "\n", "- **Status and every diagnostic first** (rule 9). Ask which diagnostics limit what it quotes.\n", "- **Correlations near 1** (§3, rule 7). Two parameters at ρ ≈ 1 are one measurement. Ask which was held, and what value it was held at.\n", "- **Chemistry** (rule 12). Bond lengths and Biso values should be physically possible.\n", "- **Constraints** (§3, rule 8). A tie needs its premise checked in an unconstrained fit first.\n", "- **Rwp last** (rule 16), and only against a fit of the same channels." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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" }, "rietx": { "version": "1.10.0.dev0" } }, "nbformat": 4, "nbformat_minor": 5 }