{ "cells": [ { "cell_type": "markdown", "id": "64d8d5ac", "metadata": {}, "source": [ "# 6. The parametric model\n", "\n", "`lazuli_exo.simulate(params)` builds a spectrum for *any* transiting planet. The\n", "atmosphere comes from one POSEIDON-derived grid of the photospheric\n", "log-pressure,\n", "\n", "$$\\zeta(\\lambda) = -\\ln \\frac{P_{\\tau=1}(\\lambda)}{1\\,\\mathrm{bar}},$$\n", "\n", "tabulated for two fiducial planets (1 R$_J$ at g = 10 m s$^{-2}$; 0.3 R$_J$ at g = 30 m s$^{-2}$) on a\n", "(T, [M/H], C/O) grid. For another planet the runtime shifts $\\zeta$ onto its\n", "pressure scale along the slant-column axis $x = \\tfrac12\\ln[(R_p H)/(R_p H)_0]$,\n", "applies a gray deck and a power-law haze analytically per wavelength, and maps to\n", "depth with the exact isothermal hydrostatic relation\n", "$R(\\lambda) = R_p / (1 - (H/R_p)(\\zeta - \\tilde\\zeta))$, so $R_p$ is the\n", "band-median transit radius. The star is a PHOENIX mini-grid; slicersim computes\n", "the noise live. This notebook shows the grid and validates the reconstruction\n", "against the 14 committed POSEIDON planets." ] }, { "cell_type": "code", "execution_count": 1, "id": "c2347dd3", "metadata": { "execution": { "iopub.execute_input": "2026-10-12T04:51:46.479087Z", "iopub.status.busy": "2026-10-12T04:51:46.478966Z", "iopub.status.idle": "2026-10-12T04:51:47.225232Z", "shell.execute_reply": "2026-10-12T04:51:47.224920Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "zeta grid: (16, 9, 4, 2, 16650) float16 | T 300.0 - 3000.0 K; log_met -1.0 - 3.0 ; C/O [np.float64(0.3), np.float64(0.55), np.float64(0.8), np.float64(1.0)]\n", "fiducial: R_p = 1.00 RJ, g = 10.0 m/s2, x = +0.000\n", "fiducial: R_p = 0.30 RJ, g = 30.0 m/s2, x = -1.151\n", "POSEIDON 1.4.0 created 2026-10-04 | file 25.3 MB\n" ] } ], "source": [ "import json\n", "from pathlib import Path\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "try:\n", " plt.style.use(\"gks\")\n", "except OSError:\n", " pass\n", "\n", "import lazuli_exo\n", "from lazuli_exo import tables, presets, binning\n", "from lazuli_exo.atmosphere import transmission_depth, grid_wavelengths\n", "\n", "FIGS = Path(\"figs\"); FIGS.mkdir(exist_ok=True)\n", "g = tables.load_zeta_grid()\n", "print(\"zeta grid:\", g[\"zeta\"].shape, g[\"zeta\"].dtype, \"| T\", g[\"T_K\"].min(), \"-\", g[\"T_K\"].max(), \"K;\",\n", " \"log_met\", g[\"log_met\"].min(), \"-\", g[\"log_met\"].max(), \"; C/O\", list(g[\"c_to_o\"]))\n", "for f in g[\"meta\"][\"fiducials\"]:\n", " print(f\"fiducial: R_p = {f['R_p_m']/7.1492e7:.2f} RJ, g = {f['g_ms2']} m/s2, x = {f['x_column']:+.3f}\")\n", "print(\"POSEIDON\", g[\"meta\"][\"poseidon_version\"], \"created\", g[\"meta\"][\"created\"],\n", " \"| file\", round((tables.resolve_tables_dir(None) / tables.ZETA_GRID).stat().st_size / 1e6, 1), \"MB\")" ] }, { "cell_type": "markdown", "id": "f6342f5f", "metadata": {}, "source": [ "## The opacity shape, $\\zeta(\\lambda)$\n", "\n", "Higher $\\zeta$ means the atmosphere becomes opaque higher up (lower pressure). Water bands and the alkali lines stand out; the Rayleigh slope rises to the blue. Shown binned to R = 300 for legibility (the grid itself is R = 10,000)." ] }, { "cell_type": "code", "execution_count": 2, "id": "465fa824", "metadata": { "execution": { "iopub.execute_input": "2026-10-12T04:51:47.227055Z", "iopub.status.busy": "2026-10-12T04:51:47.226857Z", "iopub.status.idle": "2026-10-12T04:51:47.653963Z", "shell.execute_reply": "2026-10-12T04:51:47.653648Z" } }, "outputs": [ { "data": { "image/png": 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2bdtGhx9+OP355596/bRBgwaJfjAnnngiTZgwgex2O5133nlRL1F24YUXil41nKVjtHTpUlEv1l85NYBwyjHvoa4n1lPPc2uwYwEAAAAAwG9GDHGPGARiOkdrsmNSi4IonuaeMQAAbX59OFtnxBhJGcV6IMYYtLEUjSQyZ5Cr4g+RnSICMeZ0Muf2I7M3EOOu2aiuI8C6Qw3EZI68kLJGXdL8XHYvdXvSCyj3kLv1n5m158Hq78fb7baJcmnGjBiAeCF7g4XJkKUV0UDM7bffTnv27BENnm644QbaunWrKAf2+eef08cff0xLliwRr//3v/+lWbNmBay91hnl5eXinnvBGPXu3Zv+7//+j1544QXavHmz3oTnrrvuonHjxtG1114b9m0BMMo0qc2lTGrmKgAAAAAAQDO9NBkyYjpNVjNiTFa1LDoyiwAg6K8Pb3AlULCEy5CRZBGlvZrLmOWSyWwla9d9idw2cmz9XNxbCoaQSTKTlN1DLOfxBmLCkRHDMoefq2e6MHNuH/X5YWeTZM2mzL3+pv4uuX1JyuomAkN8kVsvS2ZOV39nbzk1DZdXa/htLskOTCSG6JO9GTFSevu93ONdRHvEcLYJB2GefPLJgBkmVquVLrvsMurZsyc9+OCDomRZOKxcuZLef/99eumll/SgEAeCpkyZQl27dhXPzZw5U3zulVdeScOHDxcZPNxw5+677xbZMgDRmJQFAAAAAADQerzgDcTIJiIPl9cy+cxYhtAHX3yxU3HWkeJGRgwAhKc0GV/35KwYuWk3yfYan+wZa/ex5Cr7iezr39LLkjEps5uYldscuAlPIKalzL3OI0vhUEofcIL4Oa3vkeRp2EWW4hHe7S4kubGMPE27m/vGVKwQyxjZVr9Ezh3fikyezOHnRGRbIblwZSz5r7nUlN+Psva+uHPrsntLkyVBRkxEAzGchVJQUECXX355u8uedNJJdN9994Xts0ePHi1unGnTlnPPPVfcAKKNG0RqZFkhSVLrPgMAAAAAAJA3WKC4eZxgIsVjRiZHh8deHp+LnQjEAEDQ3x/Oej3Lpa2yYCIQ07DdJ2hj7b6/uJdte8S9uXCY+rpkJsroQmTbHdFAjDm7B5kHnaL/bDKZKWvkBc3bne4NxHgzcywFQ0VPG7lxl7iQzsEa2VFHzl0/iNfdNZsisp2QfLg3kVL+M9krfhHBOy0j1cjTuJs8NRvI2usQcay1mxGTBIGYiJYmGzNmDGVmZra5M42cTjTMgxTi7ZvEZMNjAAAAAAAAzn7hYYLibRUje8yitI1xQheEmBFj8V4IQo8YAAilR4w5XZQaC8Tk7ROjuBrFpVaTJVP8zBkkUk5vfTktI0bI7N78/ggFYtpjyijy7VWTWSy2mX8PLQDl3PE1kewWjz216nIA7dHL3SkecpX/5neZpr+epYZl95GTS/cF0yMmHYGYNt12221UWlpKf/31V7t/IIfDQZWV3j8SQArg2QUaDwZTAAAAAABgIPOFMA6+kDqxUX3MV8xQViv0wVfLjBjfHrIAAC2v19g3fUi2De+JoIRWaqytjBgNf8+YTM3z3rk8mXg+LV/ty6Itx+XJ9Pe0vf5I0TIMtIwY/j2k7F7isZYV4yj5TF3YnCGyZ2QOTAG0Q7Y3X+N3li3zv0z9Nj0g01b/IcWbEWPKKEj4/d7p0mQul0vc/DnyyCPp8ccfp4svvlj0fxk0aJDf5WRZFsv17t0cJQZIdopsCMQYHgMAAAAAQGoTWS9uG8nu5hnYIiNGBBGa/Jb4gOB6xIgfPQ7sLgAIyFNXQk1//lf/WQrQH8ZvIKbFstbuB5Bj00dkKdrLt2JQHGTEaNvNZdXEz5ldyJzTk/gqr6exlGuoiX1hzh9E5pze5Nz5PXlqN5PUdZ+YbC/E8URzj13PBGOyrUp/7CpbLkqEmkxmn/d4GsvUx64GavpzPuUccEvSZ8R0OhDDfV3+9a9/tbvcxIkTg1oXQMrwyYhBIAYAAAAAAMgn60V2Gy5auNUZ1oqriaj5WgcENfRCRgwABI+DD8xcOJyk9HxK63VIm8tzSa9A2S3WbvtT9n7Xk6XLaJ/nTZndSYl1IKbFhW2TISPGU7+NnDvV3jDpA45Te2vt/F6UMbMiEAMGjpJF1LTiCco7ah5ZCgaL52S72hdJ6xfjqd4ggpH6c/YqItlJUm5fcV7j3PENOftNpDRvBlmrQIzJTKa0wH2aUqZHzGmnnSaiWJ299ezZk6ZNmxae3wogERhiLx4ZdZ4BAAAAAMA7VHA3tQrENGfEoKxWyGSPT48YcUERACAADkKwjAHHU+6Euyi9/7EdzojhLBgOZJhz1ACHLg5Kk2k9Yoy/B2fEMPv6t8lVupRM6QWU1udI/QK7p3ZTu+t17VlFzt2/RmirId6496zk/9CSu3K1b6CFM0C67SfunWU/+7xHy4ax5A2k7DFXisdNfzzZqg8eT6TgQA4fh8aSfymbETNmzBgaOHAgzZ49mw499FAym5tPFEPRtWtXyspCejWkDsUQfPG41YEBAAAAAAAA94dhsjcLxvgYgZgODb58Z517EIgBgMA89dvFvZTbL6jdJGU0Z8RI1iBn7Wc0lyaTYlaarDkjRlzolix6Rgx/b5oLhlDO+NtJ4kyEfDUQwxkxbVFkFzX8NIcUj5MKT3lHrBOSm1baTrsXj21qj5iMASdQQ/nvojwZjbyo+XUufcfHYHYPSut1MFmKR5G7chW5q9aQtXiUvpzirBfHovFYTWRh+dfwt7/9jc477zyyWFLvHxf3tykpUVMWWUFBgbgBtEcxpMR4PAjEAAAAAERbTU2NuDHue9nRSWXtwZgBQiXKj/Gx45JalybzZstAKDvU43OxExkxANAWT50aiDHn9g05s6RlRkzA91gyRPBDcdTELCPGmMmjPZYyu1Ja34kkpedR5siLyGROU59PzxevyfU7xHcob78/7oqVoueHdjHenN0ccILk5Gkq994bAjF2NRDDJfmknN6it5CnqYLMWV29y6oZMeZsNQMrrffhIhDD5fCMgZh46Q8TrjFDWHJ6pk+fHpEgzPbt6hdfPKusrBQZQdpt7ty5sd4kSBRycyBGRiAGAAAAIOr43F07j9+wYYM4t48EjBmg46XJkBETkR4xyIgBgEDfF7KL5Madar+UYIMq/N1iTvc+Dj6oYuEsE8lCphjN9jel5fP/+2T1cCm1nHE3Utboy/UgjIYzZHhasbt2c8B1Okt/1B/LNvUCPSQvxePSy5C1yogxWciUlkdpPcaL51y7l/nNiGFpvSaoy5QuFS1M9PVrgZgYZ8SEa8wQlkDMlClTKBLOOeccinfFxcW0ZcsW/TZjxoxYbxIkCOMXi8eDHjEAAAAA0cbn7tp5/NChQ8W5fSRgzAAhc7fOiNEeIyOmM6XJ0CMGANomN5SqZbmCLEsmvltMJj2jJJRATPa4myj/qMdjVprMJJlFVg6TMts/B2qvTwz393CW/qT/LHszJSB5ybYKvQm29vfmYCb3daH0QvFvw9r9APG8q/z35vd5e8RogRgpswuZC/cS6/AYyt/JDjUQY4pxRky4xgyWcF9QDqdIrTecJEmiAQMGxHozIBEZAzFud0w3BQAAACAVGcsKW63WiH0OxgzQudJkajaH7Db5vAah7FBvRowFpckAoG2e+m0hlSXTcCCGZ/kHW5pMvCc9n4hvMcSZBh5HtU+fm0DMWp+Yav99YjzVG0jxlqRqmSEBycn4N1acdeIcRfaWpuNADLMUDRe5IO6qdfqyHg7EmCwiAKNJ630I2arXknPXD2QpHKqu35ttE+uMmHCNGcKSEaPVSAsnt9tNdXV1YV8vQFwGYmRkxAAAAAAAgEp2NbYqTaY4vYEYtw27KdShl8yBGBMpHm9Ndw/2IQC0F4gJPiOGaYEMKUb9XjpK671hCioQM9BnHwUqS2bptr+4R0ZM8jP2hRE/28rVsmSGLBaTJZPMef1FkE627RHnMQoH/7K6kcnU3GslrdfB4p4DMVpyht4jJsaBmHAJS0bMpk2b6Pzzz6fhwznCFZ5mlt9//z3V19eHZX0A8R6IQY8YAAAAAADQhwp6aTI1+CIeO9TxAwIxHeBxk+JRqOL9LyijK+9DOw42APD/dVGv9qs254UWiLF2249cFSu8fVQSh5aRIHmbqLe7rJRGcsOuNgMxGYMnU0P5b3oTd0heerDNkknktpHcuJtPXtTn0pqDJ5aivchTt4XcVWtJyuktnjPn9PRZlzm7J5nzB5GndrMI9lk4eOOoiYvSZHEViGFvvPEGhRNHvvr06RPWdQLEExM1Z8GgRwwAAAAAALQqTebNghGPHVppMm/JDwiawoEYhchVUYtADAC0yVPXsdJk6QOOo7T+k0RPjESSMewsknJ6kbXrmHaXNZkkMuf0Ik9dCcmOOpLS8/TX3Pxc/XYy5w0ka5d9DP1DIBVKk1mLRpKr/FdvYMZ7vTNd7ZvELIXDyVGykNzV68hiUrN9pSy1P4xRWq9DyFa7mVxcniyvv94jBhkxBhdddFFE/phFRc1/MIDk7hGj1iwGAAAAAAAgt59ATJM3I8aJEt6hk8X/3A1qb07Fg4wYAPB3mcZDnoYdZErLI1Na6L1bEi0IwziwkjnsrKCX52wGDsR4Gnb6BGLs698W92n9jiaTJUPsQ7mpQky0T8T9AqFlxFi6jPYGYnYTaeXGDFksZtEnhkSfGC27Rcr2zYjRAzFrXibH1s8pY8gZpGilyZAR0+z555/H8QkQIpMi+5TjAwAAAAAAEOMDLSPGpc4a5dGC4g3E8CxkCBGPvWQTyU12IpOE0mQA4JfMDcRlF5lzhyF40EbghgtPyQ07iYpHiOc89TvIuf1bEXzJGHiSeI77f3hqNorSUqYk6e8BgTJiJLIUj9J7xpjMaa3KiXGGmcmSRe6aDXq2mTm7dUYMlwS09pxArtIfybb2VbVHjDldLX2WBJo7/wFAVJnIkBHjQUYMAAAAAACQT/kx2an+7JAkPRCDjJiOkEVBAtnmEE2DCRkxAOCHc5e32XzhXtg/AZi9/T08jTv152zr3xLfsxlDp4hsGCZldvXtIQJJR5FdJNuqSMosFgE6LTAj26talSYTZe0KhxF5HOQsWxYwI4Zlj7lSBF7sG98nxVUvsmGSJasKgRiAWDFmxHiQEQMAAAAAAN6hgqNW3Hvs6pDdwRcgXDKZrDkkozRZx8ZeCpHHZicyZ4iMGC6XAwCgf00oiiiHxNL6H4MdE4DWaF1kxPB/pxpKybl9MZmsuXo2jFguq5u6nA2BmGT7d6L991O27REBOP5bm9ILiKQ0EXjj4IyQ5psJZSlUy5Mp9sqAGTFMyuxCWaMu1q+bJkt/GIZADECMICMGAAAAAAD8EcEWk6T3iOGMGJPbLcq+kNtGisebKgNBkknh0mQ2O5m4xIniUW8AAF7uqtUkN+wgc+Fw0SQ8HigeD+147Dmq+vI7ihfmnD7i3tOwS9w7tnwiLphnDDmNTNas5uW8gRiPISNGdtSSbe3rZN/4QdS3G8LTQ6lu8dXUsOxeQ1kyDrp1FxkrfM9Zu3JTmShDpmVHaSxFzZlmHLgRGaoBpA88kSxFI1qVOEt0llhvAECqkgylyRT0iAEAAAAAAG22qaNWbRSt9pgnp8lEJm54nJZL1KiVJ7NifwVBETNqFSLFRLLdzrVQ1BdkN5GESyIAoHKUqNkw6f2Pi5tdUvvjr1S1cDE1/L6Sio45nOIBTwgwWbPJ07BT/PfKWbZcPJ/e/1if5aRMb0ZMU7n4HratfpHsmz4SpalYWu9DReYDJA4+N/HUlag3LkHWqAbZOADDzNndSG7YLvosmbJaZ7tYitSMGHVZ/2XJjKXMsve7nup/uovSehxAyQIZMQAx01yODD1iAAAAAACAKe4m/j+SOPtFUcSoweWtjW6y5KojCZQnC70kNN/JCplMZu/T3G4aAID7cjWRc+f3oil4ep/4CHiwPR8sEvfOsgpy16u9w2JNZD5weTKPg9yVq9QsorwBrYIqemmypnKxb+3r3xb/TZO85ajc1etjsv3QcbK9Wn/s3PE9ebxl58zeQIwWkBGPM5v7w+jPpRfoy2jHQVvMef2oYNJzlD4gfoKjnYVADEDMNGfEyB6kxQMAAAAAAM84rfOW4sgXWTCKyUROkzp0N1myfZaB4AMxWksYRVEDMTxjFwCAid4wHjul9T7Mp7xWLDWt30RNq5uDFbZNJRQvzN4+MSLDhfMzu49rtYwxEOPwLpdz0J2UMfRs8dhdvSGKWwzhIDsMgZid35PcuNvnb+0TiMko9rsOi7c8meQnYyYVIBADEKt/fNrMLJEV3/wYAAAAAABSl+KsFfdSeh6ZPB5RlswlqRkxZM4Rd7J3GQhmh3onvSkmn8sgyIgBAPUrwkE2ztYgooyhU+Jmp+z58DNxn963l7i3bYyjQEy2uk2u0qUBAzGip5k5nTz1W8ldtYak3L5k7bY/WQqHitfd1euivNXQWYq9Rn/sqdlA7sqV4rGe5eINyLQViLH2nKDedx2dkn8QFETtJFmWqaSk+cuwoKBA3ADaYzIZMmK4PjEAAAAARFVNTY24MZfLRWazd6Z8mGHMACEdLw41yMI9YiSXmxwmqbk0mVmdqa0467FTg6TIaiBGnweneOejepARAwBqbxjFUU3WXoeSJa9/XOwSV1U11Xz3M5lzsqnnJedSyZz/xFVGjChNpn2xWjLJUjyy1TJq8/ZuJNdvFz9nDJosnjPzPpbSyFOzUfSY4ecgsTJiTOkFpDhqRLYTEf+du/iUKGNSpv9ATHqfw0XPF5Mlk1JxzICMmE6qrKykgQMH6re5c+d2dpWQKrTceDEDA4EYAAAAgGjjc3ftPH7Dhg3i3D4SMGaAjmTE8Gxiye0mp8SlybwXqkxaaTJkxHSoR4z4ERkxAOD9PvC4yLb+LfE4c69z42a3NK3dxM2EKf+w8ZQ1Um1wbtsQf6XJmLXrfmSS/M/zN3szJEzWbErvd7T6WLKQpWAwKa4Gkht3RWmLIZw9YtIHnugTcDFJVj+lyVr3iNEkWhAmnGMGZMR0UnFxMS1btkz/GdkwECyToUeMB4EYAAAAgKibMWMGTZ06VTyeNGlSxDJiMGaADmXEWHKJwy8OSSKn5J1DKakZMbK9Cjs15NJk2g72BrVQlQAg5bnKlpFiryRrz4PIkj8obvaHu1r974C1axey5GZTWo+u5NxVRp6mJjJnZcVXIMZPWTKNlKkGYtL7H+dz8d1cOEyUK3NXr/dZF8Q3zoJh1q5jyLVzCXnqt/kEXzhThrOdSHaSKUBpslQfMyAQ00mSJNGAAQM6uxpI8UAMedPlAQAAACB6jGWFrVZ1Nl8kYMwAoVCcdd4DR73Y5uAeMVpGjJQr7mR7ZLK3kjkjRvH2iNESZNAjBgC4fwmzdh8bVzvDXeMNxBTmi/vMIQPJWVZBtk3bKGe02uw8lkzWLDJlFJFir2pz33HmhOKxU8awM32etxQOI4cIOK2n9L5HRWGLIRxkbyBGSi+ktD6Hk23NKz59YdRydN1JbtiuliZLogqgBWEaM8RtabI1a9bEehMAohaIkT0IxAAAAAAAAAdZvM1wJbUMGWfD6IEYylHHD8iICZqiZcRoARht6CUn0RUiAOgQT8NOcR9vWRkub0aMpcAbiBmsTgCPpz4x2fteQ1n7XkfmrK4Bl+ESZDnjbiaJMyWMzxcOE/ee6vUR304IH8VbmowzX9IHHE+WrvtSer+JPstkjbyAMvY6j6TMwMdFKovbjJhFixbRiBEjYr0ZAFEJxGA2FgAAAAAAGLNdTCY16GI3SeQ0aX1N0rlmGcm2yvidVRlvvJEXrUUn/8hhLQWlyQBSXnMgpk9cZsRY9IwYbyBmwxaKF2k9D+rwe6XsXmSy5pC7ZpP4Lg7UYwaiz1W5RgQmpfS8Vq/JjmoiySp6/vA5St6h97VaJq33oeIG/kXlSHc4HHTOOeeQ0+kManmXy0VLly6lmTNnRnzbAGLFZDKUJkNGDAAAAAAAGAIxikktQ+aUTOKmjhsUkjIKSbbtQSAhWFotMi0jxu29EoKMGICUpigKyfU7iMwZQfWz2PXsa2TJz6NuZ54ctR4xrQIxcZQR0xlcwspcMITcFSvIU7dVZM5A7HkadlH9dzdSWt+jRCaTEQfMFGc9SZldxN8P4jgQk56eTj169KD58+cH/R78USHZmbSRgPhCQ2kyAAAAAADg0h9VRNzU2GPWM2Lc3oseisslLoLItgoiJ5cwS65muBGhjbW0HjEu2RuI4YgMAKRy43HF3UTm/MHtXoOUXW7a8+6nZM7JjlggRpFlMkmSbyCmQM1K4ABQWs9u5Ni2k+w7dlFGn17qdjmdtOf9hbTnw8+o56V/o8KJh1Gi4PJkHIhx12xAICbOMsTkxrJWrykOPiYVMmUUxmDLkkfUspnvvPNOmjZtmsiKkWW5zVtdXR2dffbZ0do0gDgoTYZADAAAAABAqlPcdlJcjSRlFIsLbHpGjPciIV8M1GduO6piuakJ1yNGL03mUh+gPDTEmqexrLmHkSib56Lar6+jpjWvxHS7UoWnYUfQ/WE8DY36vWy3h31b9nz8Oa065wpy7t6j94jhoI9kaApedLza1L7yw8/17Jj1V/yDyl58m9w1dVT/20pKJOb8geLeU7ct1psCXlz2VC9B1oLsUPvXSekIxCREIKZ379500kknkcXSfhJOTk4OXXzxxVHZLoD4CMRgNhYAAAAAQKrTypJJGUWkONVm8g5jjxiXm6RMLRDT+kIJtF+aTOaMGOZR9y9ALLir1lLt55eQfcN7+nNyYyl5ajaSq2wZ/ihR4KlXZ/9Lue33h/HUN+iPnXvCHwRv/GsdyY1N1Lh6PXlsdlIcDr0smTEQY0pPo6ovvydn+R7aeu+j5CyroKwRQ8Xr7uo6SiTm3H7iXq7frj/XtPpFqvn8MlJcTTHcstSleM9BZJH94ksLznB5VOi4qPb3O+WUU4JedtKkSRHdFoBY80l8lZvLlAEAAAAAQGqSuSwZD9QzmzNiHJKk94jRSpMZL5hAO1plxKhjL0VBIAbioARQ0279OdmpXvzkrDiIPNn7NwgqI6a++W/iikAgxtOoBh6cZeXkrlYzD1oGYiy5OaL0GAdpNt44Ryybd/A4GnDXjeJ1d03ri+fxTN3vEnnqt+rPObd/S3LjLnLXJUcvnESdDEJum8jQNVLsaiDGlF4Qi01LGlENxABAM5MJGTEAAAAAANBMtqllabg0mZ4RI5nIpfeIcZM5q4e6sK35Ai4EkxHjLe/m8JaCQkYMxBD3JlHvmy92Kg41owGBmHgsTdacEeOqiEAgxlv6zFm6W89saRmIYV0mq5PW3ZXVZCkupD7XXSpKmJks5oQLxJjMaSRl9xD/3eMMGNlZT3KT2ptEbiqP9ealdGkyf1kxKE0WHgjEAMSIhB4xAAAAAADg5yIIlyaTDaXJXFppMrebpBy1SbNia91MF1rTe3B458HJDrUsNHrEQCxppZcUj8NPRkwDKVoKF0Q8K8mc035pMnddQ2QzYhq8GTGlzRkx1oLWgZiMfr0p98D9iCQT9b1hOlnycslkMpElP4/cdfWkeBKr2oo5Ty1P5qnfRp6aTfrzsq0ihluVuvSMGBEY9i1/KnszYlCarHMQiAGIgx4xJkODPgAAAAAASE1amSIpqzsp3tJkXJbM6c2IkV0uMmf3VBf2zhyG4DJi9NJkWkYM+nRCDOk9MAyBGMVZ13zMesLfEB4M+192i548pvRCMlmzQuoR49rTdllI25bttGX2Q+QoLQ85I8ZRVk4ub2aLv4wY1u+Wq2n4/x6i3P321p8Ty8qKCMYkYp8YDsS4azbqzyMjJv4yYrTADEqTdQ4CMQCxYixNlmCzFgAAAAAAIPy0siyiXIsxI0bvEeMmkyVD7RNjr0BWR1A7VQu8qHceOzJiID5LkxkvfKI8WRSC3oqHzLntZ8OE2iOm9odlVL98hbgPBmc/aT1iuOSYc7eaDWLxkxHDzJkZlN6zu89zWtAm0cqT6YGYuu3kQSAmphSPixRvVh6TW2bEONRMLWTEdI6FYmjbtm3Us2dPslqt4otn+/bt+s+JQpZlKilpbiJVUFAgbgDtkQyBGK2BJAAAAABET01NjbgxF2camM0R+RyMGSBYnkY1EGPO7kGKc7V47JAkPSOGS5MxKbuXqKsvN5aRObcvdnAwGTFajxi7GuAi2XsPEMtAjL+MGFGmrJ5c5b+Rbd0blHvwvWTO8WbCQVh46oPvD9OqR8ye6naWVYM2rvK2M2c0isNB5Gm+JtS0Rs0MsRQGf21RC9q4q2uJBlJilibzlopjyIiJPtnuG2BUWmbEaKXJ0gspFdWEacwQs4yYxsZGGjhwIC1fvlz8XFdX5/NzoqisrBTbrd3mzp0b602CBKEOA1SKNksLAAAAAKKGz9218/gNGzaIc/tIwJgBgu1lIjfuFmU/TJbM5owYydTcI8bl9rl46GnYhZ0bxH5VH6h3sp4Ro94DxIKe8WLsEdMiI8ZZ9osItto3vheLTUyJXhhcBjIYbmNGTEVlUNkzzvI9wa3bG7jR2DZsEfeWwryg3u8TiPFmxDSt20R1y/+geKf25zGRu3o9yY27SMrqQWTJJI+tHH2SYtUfRkoLnBHDr1kyKRXNDdOYIaYZMS2bjyViM7Li4mJatqw53RDZMBAs9IgBAAAAiK0ZM2bQ1KlTxeNJkyZFLCMGYwYIuja74tZ7wCjeQIyTS5NpGTEu9Tkpp5e4N84ghgBaBGLIrUVkkBEDse8Roxh6wRgzYjgQo5UJcmz7ijJHTSXJmh2DLU3u/R9MfxhjjxiTxSwyXmS7naSMjLYzYrwlxtojNzS12Db1u8kaSkaMXppMPYa2PfiUKHE26s2nyZwVvxfORanNrO56WU5zwRAyNWwnT91WUlwNZErLjfUmpgzFG4gx5w8gT/V6n4wYnrjA30/8tzJ5z0dSzYwwjRliGohJBpIk0YABA2K9GZCAjN9dioweMQAAAADRZiwrHMnyyBgzQDB45rs4XrJ7qD87neLeLpnI6e0RI2sZMdlqIIZnEEOwpcm4yXCa3leH6+EDxL5HjKE0mU9GTIPek4E8dnJu/YIyhpwW/Q1N8v1vsgQbiFGDK+l9e5N9yzZy7qmijD692gzEcEYMTzhv78K1tryUkU6yvfl4sOQHH4SwFOTppcn4vx3OUu6Bo5CzrJwyB/WneC9PpgViLAWDye1xiEAMlyeTEIiJ7mQQcdwNFoEY2VuKjCne7yLO2E1VBWEaM8SsNBlAqjOhRwwAAAAAAHjJjaXiXpRmaZERwzdjjxiUJutIRoyJzDnZze05FZQmg/jKiJFbZsSIwIx6Ed+++ZOErCITrxS3TdxzGchQesRkDOjj7RNT1W5gRbbZ9UyaNtfdqB4LGYObAybmvFwyWYKfO281lCZzllWIIAzjQEy8M+f2a35cMISkrG7iMfrExKY0mblgcKvAsBYUljJSsz9MOCEQAxAXpcmQEQMAAAAAkMo8Db7No5szYvyUJhNZMyaSUZqsXVo/Th5ymbOzSPF49yUyYiAOMjK4RwwHWBS33bdfjLOOFGc9SZldSMrpK7Lf9L4yEL7SZEFmxHCPGCkrk9K6dxU/uyraD8Qw5+72+8Roy2cObq62Y/WWGgu1NJmrppYcO0qbP5+DMgkUiLEYAzG2+N/2RCHb9ohb28t4AzG5fYkkq0+PGC07RkqPXSCm5rufaN2Vt1LV599SIkMgBiBGfLJTEYgBAAAAAEhpnnq134s5t0+LjBiTIRCjZnGYzGlEGcXiworiUQM2EIA21lJ432YTaXPgZGTEQGyIwIs3EKAei06Svf1gfDPkFDKl55OUWay+r0XzbAhDabIgesQoHg/JjU1kzs0ha5eiIDJimv+2wfSJ0ZZP69aFzPl5PoGVYFm0jJjqOnLsUst8MVGiLM5xaTImZXYliY93ZMSElaLIVPftjVT7zUzR66W9jBgpowtJ6QUiEKxPZPB+98SyNJlzdwU5tu4g2dEcsE5ECMQAxEFpMhN6xAAAAAAApDSPN7tF0jJivNkvDkkSN/GcNzgjZHJWjEIeb0kzCECrRcYZMaI0mXdGnLdXDEDUyU6f0nicDaOXAfKWytK/D9IL9HJAxp4NwQZ83NXrqWnNK2Rb9xZKm/ktTZYVdKDEkptN1q5qUMy1p9L/n9bh1DMXtT4xwWbEcMZees9uHQrEiCCzJKmlyXY2B2IciVCaLG8gWbruS+kDT9QDMszTFP/bngg8tZtFdpFiryT3npXtZsRImUXegItCijdALNtjX5rMXaVug7UwsfvUBF9wEAAiVpqsuVAxAAAAAACkGp51yjPgTemFJFmz1eccaqaLQzKRTTKLx3KTevGQmbJ6kVL9F8n124ny4rsZcywp3rGWopjIwoEYLUEGgRiI1TFpzIYRlwMcen8Yc3Yv8tRuIrlhl/iZL4hKaepFeWOpIJ/3u21U/+McMpnTKeeAf+hZHvaN75Ptr2f05aw9DiBL/sCI/V6JWZqs/R4xWp8Xc077GTHGsmRBB2K8PWI4UJzWsxs1rd2oZ7gEyyRJZCnII3dNnW9pstL4L+9lMlsp79D79J/NemkyBGLCwVX+u/7YuWspWbvt5zdoyxkxJmuO+B7hALDH2xtGyijSv3v4+VhxVatBIUuCB2KQEQMQB6XJ0CMGAAAAACB1yU27xQx5c06v5ue0jBiTRA3ejBjtgp2Qq/YTcNdsiPbmJhZkxEC89ofRcJ8Yb0aM9h2guNSL/xyEMXlnoSt+MmL4Amrjb/PIvedPcu1eTvU/zlb7zfBqazaq68hRyx26q9ZG8tdKLFpGTBClydxaIIYzYroUt9kjRgvEcFBEK6cUSkZMWo+OZcSon5lPJMvUtLFEZMeY83LIVV5Bisd/T2JPk61V4EiR5ZhnTpkyijhCRnJT/AeREi4QU/qjKFXWkug/5XHoZRC1EmSKo8bnXvsuigV3tboNliIEYhLeH3/8QRdeeCFdc801dMEFF9Bhhx1Gr7zySqw3C1KoNBl6xAAAAAAApC4PZ7WIi7DqBVNjRoxTkqjBbBb59MZAjClXndnu9l5sBf8Ul3rBVXabxIxzMc0XGTEQQ+Kip/FnLk3mzYiRspuDsUz0iGmjNBlnvTh3fif6apgLhpK7chU1rXpBXd67zvT+x4p7BGKM+5y/S01E5ozgM2Jyc8ick0Wm9HQRYHHX1YvnG1aupfK3PxYBDC2wkTFYzVJ07Q6mNJk3IyY3m4omHUn5hx9EhUceTKGyFKrBH8XhoLQeXSm9d09S3B5yVfoPGm258wFaf/VtIvjCbFu208rJU6lm8RKKJZNJIimri+hLgh5oncPZdvydwJkuluJRpNiryF21rs3+MOp9gU9JMr1sWXrsAjEuvTSZepwnqpQvTfbjjz/S8ccfTz/88APtvffeYqesX7+e9ttvP3I6nXTJJZfE+m8EScqQEKMWLAYAAAAAgJTkqSsR9+Z8NctF6zXA7CYTKSYTOa1WMhszYrL7EElW8lRvFBcATcaUe9ApbvXCqOI0iRnnioweMRBfGTGiNJmeEdPT5zXRvNx78bNlaTLnziVk++tZ8T2QM/52UWar9stpoieEWK93nWk9DiTbqucRiPH5G9jE/grme9NT781yyc0Wy+cfPJZqvl5KJXP+Q0XHHUk7HnuOyOOh3LH76IGY9B7dqCkzQwRsWn4/yy437Zj3DLnNEuXPnEaeRkNGTPcu1P/Wa6gjrIZyZum9e4jAc9OaDeQsK6e0bl18j52KSvGa+vs1kCU/j5rWrBcZNfW/rqTCiYdRLEmZ3UhuLCO5qZzMuc0TFCA07so1oh+apccBZO0yWgRlXFyerHiEz3LcP4aZvBkxWgkyLk3GpVPFhA9LJklZ3WP2J3BX15KUmUFSRvvB03gWs9Jk2dnZtGXLFho3bpz4OS8vz+fnaHn00Udp6NChehCGDRs2jCZOnEjz58+P6rZAavH5772f1EAAAAAAAEixQIyh1wtf0ONRAmfDMEeaVfSI0WYvmyQLmfMHkuKqV0ubQZu9IGQOxOTm6JXKFLm5WTpArHvEaBkx3CeKL3hquESQv9JknN3S8MuD4nHOuFvIUjiUpEz1YrsW1FEbbZtIyu1NUnZPkhu2k+xUszhSGQdGxN8giP4wLTNiWJ9rL6WsvYaIQMaOuf8TQRjmqqhsLjPG/V66dyXZZvcp/8Xf3zvmzhdZJw1ffi9KUGoZMVK22h+so4x9ZTgbRitz5ixt3Wul4fe/9Meuqlr9Qjdz7Ir9f084w4uhT0znuCrUsmTWrvuRtaeaZeUs/aFV+Tk944XLwrUoTSYCux47WYr2IpO3X120yXaHOP9J9LJkMe8R079/f0pLSxOPOTps/Dla6uvrqaSkhOx2tYamRvae3AJEozQZesQAAAAAAKSu5kBMcyNtvnhnT7OKbBjGj4kb6tqax66WgqHqsihP1m4ZKJERw6XJtKG+rPbgAYh1IIbcdj14IjJgrNntZsTY1r4qjuGs0ZdTWu9DxHMmS4YotSVKOvF3haOOTGm5ZDKZxUVU8VHoEyN6YfAXQTD9YcQ+04Ir3kCMlJFOA2bfSOl9epLJaqWcfUeJ5117qvTsGf6usXbv0qpPTNmLb4tsGvVAUMRrIlBj4oy94AJDgRj7yqT16t4ciClrHYip/21lq94bWjN0Z2kcBWIMfWKcO7+n+qV3kmz3X2oNWnOVrxD31m77kjmrK5kLh4lMI0/dFv+lyfxkxHAWjVhHsXqch8K5bWdQfZLaox2b1kIEYjosXgIdRx55JFVWVtJ1112nRwQ5M2fx4sWiZwxApBgTYkwoTQYAAAAAkJIU2UWe+h1iJjxfdBXPud1iBqjN2jxR0e59rM2eZpaCIeLeXaOWmIF2MmJy+MKriRTFRIoHgRiIcWkyydo6IyYtn0yGQAz3iDGl5ajNy70ZMZ6mCnLt/k00NU8fdIrPuvkCquJqEDeSneL9DIGY1vufS5OFlhHT/Hex5OfS0MfvpREvzaOCo9VAmGtPdXPQxpsRY+wT49y9hyre/lh8D2XvM1J9rrRcBGKkrEwySVLYAjGcEZPeUw1mOLyBGO2aJ2flNKxozojRMmG0gAz/vm5vQClWzN5AjH3zx+Su2US29W9Tw7L7ybX7V3KW/uT3PZ6GUnyvG3AglidpSJld9d5TaVpWzM7vA2TEdGmVEeOuWi0eW4rUYzZYnO1Vdtd/aMvsh6iz3N7+MMmQEROzHjFFRUU0b948uuiiiyiWONjy/vvv0//+9z/avHkzXXHFFfTII4/QSy+9RGeeeWa779+0aRONGuU/KrhqlRo1BPDHJBlSAVGaDAAAACAqAp2783n94MGDI/KZGDNAWzgIw/WyfMqSeXvB2DgLxstuVR97mpoDMWY9ELMRO7mdHjGyxyLqy6s/SEQoTQYxDgRIGYWiB4axRwwHY7mxtkbiwAw3L88oINlWRYriIee2L3ktlN7vmFalgsQF1KYy8tRv875fbWxtKVJ7Qrir11Kq04KzJktwGTHNPWKa/y5MSksTN2sXtZyTq7JKBFT0QIy3L4uWEVD/6x/ivnDSkSKQ0/jnanLsKBVZjlZv0CZspcl69SCTWQ3sOEsrRAYMl1HrfsGZlDGgL3nq1OCS2G5vAEYLyKjv2U2W3EEUK2m9DiX7lk/JU72e6r6+1uc1T/32Vsu7qzdQ3TczKHPE3ylzr79FcUvjl3vPn+J7wtJtP71HUVqfw8m2+iVybFlImcPOUbPo2smIkWur+AImWYqGh/b5VbWk2Ozk8GbFaIHJjtCChFZDsDFRxwwxC8TU1dXR1q1bWz1fVVUlgjTRkpGRQZ999hmdffbZtHDhQvrqq69ozpw5NGXKlKDeL9I9A2T31NY2f4klMi7fBuHn0yLG4/E5XrDPowv7G/s72eEYx/5OZji+sc9DFejcvWW97HBKhTEDw7/HjpF38cUSIk9mX/14cHlLwzRZmofsTRb1gmvd7nJyFuWL/a1kF4hZ9e6q9VRTUxNU4+lU47GrmQbkNlOjW82CUWQTKbIzpH9/OL6jL1n3udygllaSLXxRsZxsDTVi5jn/W65tsJNM6eqC5nSqa+QyWg6SLRxQ2UO1FdtJ3vKZeNlZdBC5WhzDHrMaLGjYrQZc3FK2OM4VpYivrpK7ci3V1FSL4E6q7O+WlDo1MOKmtKC+A+zei8BNpJDbz/Iub8DcVlZBZu+FYrtEpBSrF7NrVvxFaRMPoaqffxM/S8MHkdtbYrJuzXp1JRnpnT4fcFq8f1OrhZrSvAE6q4XsO3bRtoeeIk9NHe14/DnKHr+f+lL/PuTauoMay8rFZzsqm0vf1WzaQq7u6kX5WFH2nU2mnV+SsukNInMamQadQ8ra+eSo3tLq7yDv4hJcCtn2rCNngP2YKse3Rt75i7h3ZQ8zHFuZZOo+gZTdP1DNmvdJ6neieNbToGZNNTitZBLfF/yTiTx1W9UynrkDqa7RyUdZ0J/v2LFDf1z+4y+Ue5SajdMRdbtKxb07KyOq582RGDPELBDDWvZlYV9++SX9/vvvIhgSrX4xfMLqdDrpyiuvpGeffZZmz55Nv/zyC7311lsiUNOWIUOGpETmS35+dKOOqaDOMEbiiQot9zH2eXRhf2N/Jzsc49jfyQzHN/Z5KNasWRPSrLdwSJUxA8O/x9A1luwkvtSa1X0UpXvHBE2l6oVCm2FMbPc+zjRJlOddjvd3bf5AMWs412Ijc07PsPwdk0mN7BCFoBXZQgXdutIuflI2iYyYUI9XHN/Rl4z7vFHyiH/z1uyu5KrbQBlWhWyuRpIyu1BBQQE1ZOWTs5LjJoX671+f3YVc9Zspo/4ParKXk6V4b8rruVfrded0IcceojRXhfiM9Oxiyvauo65oGLn3rKQcqZYseQNSZn+35HJKxJfk0zLzKCeI37fcxnuSqKBnD7L6Wd5jTRPfK0ptHUnePi953btRet/eVJn7EtlXrKIsmcjx1zoypadRtwP3J8f2UuKCZe4S9WJ1Wn5ep/e9e4CZSiUTZfTtTQWFal+h3T26kWP7LvI02UTfGOeu3dT4w3LxWpdJR1Dp/14lc5Od8vLySK6ta75GVVMfH8dCwVmkDD9ZncpsMlH12v+RZCtttW2NW6vF8W5217W53XHxO0VJnXM3uflY7Lk3mfOaf2/33n+nut0/EO34lPJGThGlx+obthJZMim/a189SFudlkeKUw16pHfbR/8eCVat06M/ltdvofzTTujw72KzqQGgnJ7do/o3jMSYoXMFCDuJS4AddNBBNHfuXNq4UU2l5syU0tJSERSJBs7K4W2YPn06Pfnkk/Trr7/SiBEj6OOPP6brr78+KtsAqclkMkZQ46NnEgAAAAAARJe7Wh0LWwqG6s+J5s0ckPGWI/MpTWboEWOs2+6ubK75D80UVyPJbhOZJC5Npl4kVfj6kOIhBSWiIcalyZhs40vyCpm8ZcS00mRafxexbLq6LJcUYml9j/C7bq23g6derUBjSlfXySyFauCGs2JSWcilyRpa94gxMmdlipJkrj1V+nc3lyaTrBbKP+xAUtweEfDgEmQ5o0eIcmZpWv+WHepMf7V/Vedw6bT+t11PfWZcpj+X1kMtB5XWoxsNffRuytl/tPp5eTmUO26MeOyuqSW5yUaK0+VTmixecC8fLqFlMqeTlN2dZFsFKW6bzzLcgJ4pDjXbDDjzbqe47C+1mKBhyetP1p4Hk2KvpKZVL1DDz/eK/x5mj57ukynH5RA11uJRHS4nxhr+WOU3i6T2p19p2wNP6uVYA9HK51kLE79HTMwCMRzBuvXWW+m+++6jZcuW0b777kvFxcVittjLL79M7777blS2Y9asWSJ9+6yzzhI/77333vTtt99S7969RXbMnj1qUy2AcDNWDTBhAAAAAAAAkHIU2UOeui3iwquU3UN/Xrso0Wg1lCbzPjb2iGHWLnuLe9eelVHa6sTBF364R4ziNBGZzWTiEkKSpAZiGPrE+N9vrib9YnW4yc56sq17kxR36wopyc6xbTE1/v6Y2AdMylDL8nuayn0CLyZrtt4vRmPyBm203i/W7uP9fobW28FTp/WIaV6HpcgbiEnxPjHaRXy+wB9sjxgpI50kQ2C8JWtxoQi0uMor9UAMKzzqEHFf881ScZ87dp/m4E1erv5+bfnOyj94HGUNGaj/nLvfaJKys6jvTVeQOSuL+t4wnTIG9afik48lq7d0mqu6Vr/QrQVuHHEUiDEy5/Rt7q1mIDeKXEeS7VURLTWbKPj7lQO8HLgySa2P28zh54h7x6YPxGSFjGHnUPqASX6DusxSrE74CIWx5xA/5l4xLe35YJH4t1H67OsUTFDHUoRATIddcMEFVFFRQUcffTS99tprVF5eTvPnz6cTTzyRJk+eTPfeey9Fw/Lly6lPnz4+z3Xt2lVkyHg8HtGAByDcxH8YfJrE4D8UAAAAAACphoMw5HGQuWCIT38XfxkxNm+/mFYZMcVqIMa9BxkxrXewg6NdJDtNonE172NzVgYpbu/4C4EYv+q+v4Vqv4lMhRBHySKyrX6R7Js/plS7+N/0x5PkKFnobaLdHFyRvYEYqVVGTPNFRy17hpnzBpI5y3/ja+09iqO6VVaNpXiEuHdX+S+3k2oZSSZr21koDStWUfXiJeL72Jyr/k0CsXZRg2quCq4pJ5GUqbY5yBo5VA9usJyxo5vfY3jenN35jBh/upx2PI1642nKHjlM/cyiAhr2+L3U4+9TRIYgl0rji9zaRfPMYYNF0JpLmBk1rtlAG667k+x+LqZHkzm3n7j31G/Xn+PMRo83I4a/0xVvoDOVeUQ2DAeuevt93VI4lKzdx4rHab0Pp8yRFwQM6vIkES1oHAoO8LGMwf31f08tOXaqf7eqRV/7fV2jHZ9Wbw+mRBazjJiHHnpI9GVZv15tTJWVlUVTpkyhRx99lN5//326+uqro7Id3bp1o5KSklYRU66PyDgzBiDcZEXxLU2mT8kCAAAAAIBUoV0QbTnbVAvENHqDL+KxVpqsRUaMlJ5H5rwBJDeVkadJ7S0DKp7py2QHkcmsNq/mi49aIEbhJsTg9yIel7VRPP4bM3uadlP1gnPJvuXToPaeq+JPql74d3JXbyDZpmYMuKvXpdSed2z7Sg8AaAFA7eIml1oyBk2ktFyfC6Hq4+ZAjLXHAQE/x/gedV3G8mYF4qKqXL9dz8pJRcFkxDhKy2nzbffT9oeeFhNnLfnNJd4CZcQYs1u0wDrfF3izYqzdu1J67+YyUZbuXSIeiBHbwE2J/T1vMokL2566Bj2ThwNKad27iAvfsqGv9+5X3yPbxi1U+/3PFEvm3L6tAzH2Kk6103+W7ervksq0QIyU45t4YJS93/WUNeZqyh57g09JspZBXa38aVs4ULf5jn+LMncts1i0rDAuT2bksdnJXVlNJov63+Ydjz7rc8wZuapqRIDTbMgiS1QxC8SkpaWJDBjuDbN7d+xS3m677TaRmfP444/rz9ntdnrllVdo6tSprbJlAMLBI3MgxvAESpN1bn+2GIwCAAAAACQCd6U3EFOkzlTXaFkvDcZAjNmbEVOvBheMLF3UWdbciBtaB2IUl4kUySQmYErpaaR4vIMxBGJaEX1zOJNIBLCq/R+3e1aR4qwjV5na9Ls9jq1fiIulrvLfSHGoF+fcVetSap/aN2kZQKbWQRPv/tYyYqw9xlP6wJMovf+x+rJa9ox4vXvwgRhjRoxPn5gUC4SF2iPGvnmrniFSPHkS9bzsb0FlxPgrM1Y06QjxXNGxh/tkPlq6GzJiAvSfiTRLgXp82Eq8Je8K8ym9Z3c9GMWcu/dQw+9qxqVtS3MAJBYkP4EYT4Nalkyj2P1/b6USuWFHmxkxTMrsQhmDTiKTOa3N7CMtc6Yt1Z9/Sw2/raS6n39vlcWSN2GcKAva8OcaUjzNk9C1rKucffemvIPGkrOsnMpeeqfVuhWPTO6aOrIU5pNJimmr+7AI+29QXV1NH3zwgejz8sMPP7Rbm49LkXXvrv4jj4VJkybR0qVLadGiRSIj56qrrqLzzjuPLr74Yvrf//4Xs+2CVMiIaf4ZTSI7rv73v2jVWdOp5tufwvGnAQAAAACICh4ru6tWi8eWwuF+M2IaDD1i6tLViyV8QaIlKwIx/vexNwNBdkq0qaaeZn+5VFwQ0ubBISPGD29QoK0LmnKTegGNs7CC4a5UZ0LL9mqSvYEYbhStNqlPfu6KFSQ3bBczyy1d1QbpJBqQ+wYC9IyY9HzK3vdqn4uoUnqRXrZM6/XijzFgo63LSAv6uqtSt09MMBkxWgmuwmMOpd5XXEg5+7SdFWAtDhyISevelUa++TR1P+90n+ejlRHTFr64zeybtuk9ONJ6dfe5UF795Xd6OX27N2ATK+bcPq0CMXJjqfrApGZWICOm/dJkweBAcN4R/6G0Pke2u6yzXP0ud+6u8C1NZjJRWtciyh45nOQmG9k2luivO3aqf7f0Pj2p99VTRS+jPR99Tq49VT7rdtfVE8kyWQsTvz8Maz6rCwMOvnAgo8kwO71v376iDNmZZ55J8Wr8+PG0YMGCWG8GpBCP6BFjDFJ6RwIQMvHlrShkL9lOdMRB2IMAAAAAkBBEeaCmcjIXDiMpLcdvIKbeYiVyqDNIa9LSfMp9GFm6qH1iXMiI8d3HWmkyp4ncJhP9WVZBJt6nWkaMB6XJ/DV51vcfl/zRjsmmCmpYOovS+h+rB2I8jbtFQNE4y7/VcW7bowdseH3GLBt39XpKy2y+GJ2sXJVqwDWt31FEihqYEUEYc7rPclpGjD/cdDut3zFkKRxGJkm94OyPyZqtXpD2lj83tVinFsTxpFBGUkd6xGiNxTP6BXch2ycjJrf1ev39G/HpEdMieBMtFu/FbZs3A4gDM2l6RsxuUmSZqr74zruNWeQsLRclpczeHjjRxmX7TOmFJDfuIkV2k0mykKdRzYjhXmue6nU+31upqrk0WccDMbxv2wr6+g/E7GmeaFJdQ1JuNpksFsrZdyQ1rPhL9IHJGj7Ypz9Meu8eorRf8YlHU8Xbn1DVZ99Q9/PP0NetnfNoQcNEF7aMmL/++osuueQSamxsFDtcu23bto3OOecceuyxx8L1UQBJlxFjQmmyjnOrJ5goTwYAAAAAicRZptbaT+sxvtVr7lq1f0O9ISOmlnvESCa/GTFcjsic219cnOKL49CiNBkHYngf2p0kcUaMtzoKMmJaUzyGQIw3aMLXdppWPEqe+q3k3P41ebzN5cljFyXK2uLyZsOI9dirSHEYewioPYOTnfY7SxldKK3XBE7FICmzmEyWjDbLiPm8ZpIoZ+wNlDHo5DY/i5fTejuIrJsWZYfMeVxuyESe+thmNsR9abKQAzG+PWKCYelmCMRkxyYQozU/93DWgfi5QC9N5izdLS6cu8r3UPY+Iyl77xFiEqxjq1r2qi2y0yluEesTo3hI9pYk0zJirMXqhIRUD8Tw97XYN+Z08T0T8c+TZb3HkLNczYjh7BfF6SKzt7eSllHWuKo5AKwFYtJ69xD3RccfLTJoqhZ97VPCzM39YRCIae3JJ58kj8dD+++/P91555309NNP0z333EOHHXaYOAhuvvlmWr8+Nf4jC9Aejyz7libjaTHQIdoXNH/RAwAAAAAkCtfuXwL2e3B5Z4BWe7NgGJ/1WvJyRd11fyXArT3Gqe8tWxbBrU7MC66cEeMxmajO4RClyfhn9fXUbVgeXEaMGojh4Itr9696SSC5sax1WaB2ypKJZW0VauDG2xg6VfqUKE5vICY9n6SMIso7/AHKGXsTmVplxIRnxrdWjszf+vgzpaxu6t/CUIYuJTNiApQm42sMjh2lojG41kOlPTyjX2MJMhDD2QJcjimmPWJaZBmIjBhvabLqxUtp673zxOOi446gjIFqfxYbVyNpA//3afM/76cN19zebruKDgdiRNaHGhDyNJT6ZIamemky/r5RXA2iLBkHZiONJ4coLjW71OXNiNHOYcwFaiAmY3B/kRnTtH6Tfkw4tdJkvdRATHrPbpS7/2hyVVZT3c+/+ZY4439jRclRmixsf5ElS5bQ9OnTafny5TRnzhyaNm0a3XbbbfTtt9/S66+/LoI0Tz31VLg+DiDhM2IMPfpIQkZMhylaRkwjAjEAkBgUT2RmhwEAQOJQZI/IBuAZ2eYCtUyHEc8AlbIyyWa4iOKSZVFGRnG7ydPQXA5cY+1xoLocAjHN+9ndnBHDgRgtI0a2qftVtrcu85by/PSIcZQsFPcmay5HtXx6w3i8ZcoCce/xBmJMFnHxn5nzB3GUgDw1m1Jid8sONWvI5A2McLkf0etCsorslGAyYkIhpatBAVO6/1Jn5pw+fpucp4r2SpM5yyrEheVgs2EYB234QrN4HGQghsuVic+QTGTJz6VYliYT22Mxi21P69GNrF2LSXE4RFAqa9Qwyj/4AMoYqDZvt29pO5vKsX0XNa3ZIIJZnvqGyAVi6reLi/qiNJk5Q/1eaaO3Varw1Gv9YXpF5fM4Y0p/XFlNssstJowYAzGS1UqZQwaQp65BZFppGTE8McJY1q/opInivnLBV35KkyVHICZsPWK2b99ODzzwgN+6h1ya7M8//6SPPvooXB8HkNCcbg+ZDT1iEIjpfEYMSpMBQCJwlv5EDT/dQ2l9Dqes0ZeT1KKhKgAApAZPXYloim7uum+rGauy3U6yzS4a2IoJXF52l5ss3osa7ppaorzsVk24uZG3a88fIhOkrf4HqVaaTOsRU2t3kMlqJU+NNyPG2zgeAmTEOKpJdjaQu2qN6MuQ1vNAcpQs8tldxuyYVvvf4yRP3VYyZRSTZM3Wy2FJGcXiGBV9Htz2ViW6kjUjpmVgRFw/499dNI83kalFr6iO0gI6gTJspNzeROW/kswZBfkDKdUoYn8HLk2mlSVLDyEQY5IkshQXkmt3RUj9Xvpcfxk5y8rJ4i3hFKvSZIyzf/j34NvwZx4SpaV4QoB2nTdzgBoAsW9pOyOm7kc125O5KipFJmdkAjHb1Aw7t00EYbRxVapnxMh6fxg14BppWn8YQVHItaeS3FXeQIzhuObeME1rN1LTuk3i3wj3wssY0Fccb5q8A/YTQcCG3/8SgRruH+PyliZDRkwLxcXFlJsb+B/X1KlTae3atWH7QwMksianyycjxkxyLDcnofGMQOZpbD0rEAAg3qizQmVy7viGar+cTvYtn5KCrEgAgJTjrlbHxpai4a1ec1XX6SVifAIxbo8+I1SbIWrEDbytPQ4gkt3kqlgRwa1PHD6BGDJRrVaaTMuIMTSOBz89YuzV5K74nVO4yNp9LJnzBuivaRex5TYyYtSG0TKZ8/qTKaN51rMo0ZXZJWUumoqMGJPF74V/rTyZiZuQm8zhzYhJC5QR01v/+3jqd1D9z/e0m9mUfCULJdFDwx9HiP1hWvaJCSUQw5+RN34/ihVjloGxTBlnMJizs3wm26f17E6m9DSyl2xrs+RY7dLmQIzT2zsknETmi8lCzl1L9f/WSdk9RXN5zjrjHjGRKImWKNTv3eZ/51ELxHiPFefuCv0cRcuIYZnD1exfDsZo/WE40GJkMktUdPxR4nHlwsXiXsuuaVlGj1K9NFllZaUoPxbI0KFDyWKxUF1d243cAFJBk8OB0mRhonjUIBZ6xABAIvA0eZtJ9hgvBoFNKx6n+u9uFoNggFTk2rOKHNu+ItlmmE0HkALcld5ATOFerV/TG9MWkEc2BmLcZCn0ZsR4gzUt8X9fmLP054hsd6LRmjZ7miTymIhcHpkUi4U8KE0WVEaM4qgmZ5nWy2ict9G7ylI8St23bWTEaBkw5tx+PlnAnF2jNZGWbckdiOEJN5wRw1kq/irImMwZbQZNOpURE6DUmV6arH4H2Te+T65dS8mx+VNKpdJkJmtzpkfgjJjQSjtZi4tCDsTEmvbflGBKP/FF8oz+fURpTNce9bu1JWdFJdk2bPHJiAk3Pq4zhk0RWaVNK54Qz5mz1b+V+F6R3aQ4U7f/l9Y7J1qBGJc32Kb1EOLSflpfF2MgJmv4EHHPGTEOb3+YtBaBGFZ03JGiTF7VwsXkrqvXz4mQEdNCbW0t7b///nT//ffTzz//TLLceoY/Z8y0FaxJRPx7lpSU6LeaGqQ2Q/tsrTJilJSO2IelNBl6xABAAtDKd2TvP5PyjnyEzAVDRLmPhmX3x3rTAGLCuX0xNf76MLlrN8fk8/ncXTuPd7lcfscw4YAxAxjxeb+r/DfRsFy7mG2kzSS1GjJi0i1mEYixtpERI97TbSxfLSNX2c+iD02q04K8nkYOxHhn60oSyTaUJgsqI8ZWRa7dHIiRyNptPzLn9tdfs3TdR13G0C+mJe7hoJUS4ib1GimjgKSM1MiIEVlZihwwKKJlxAR6vSMshXzB0+S3/5T4LL1HzA5ylf8qHrs48ykFiEx0UQ4vcOlG+7YdHcqIyTtwf0rr2Y0yh6m9ShKBlJZGUnZWqzJlgXApqbb6xNT9pB5PXF6KOSsiM9Emc/i5IguGm9IzfizutfJkDv+BotQqTRbdjJjsvdWJJa7de/RzFMnQ+yitR1dRqsy+eate3i69V+tADAdcio4/WpRorXhngR7U4dJ5sRSuMUPYMmLYX3/9RXfccQcdfPDBVFRURJMnT6a5c+fSypUrxclmU1MT5eXFpu5hpHAm0MCBA/Ub/74A7WmyO7WsPcFiUsiZZEHKaJcmk5uaEMwCgJDV2Ow08MH/0ZyvlkZ876nNJEuJLJli1qOlcKgajMntT566LciKgZTk8V7Ak7K6x+Tz/5+97wCTpKq+v93VeXLOs7M5Z5bdhSWz5CBBERUUFcyKmAMqBszKXww/jAioIAoCEiSnDezC5pxmd3LOnbuq/t+9773q6p7ume6J3TN1vm++7unc1VWv3rvnnnNw7i7m8UePHqW5/XjAWDMY0APHfFQaYKaLOUYmhFZ0yMsBmdtXuqxWbk3GChHBOEQMvp61eAX55hv2ZIKIYcRLmIgxhRUxhjXZYOgUMaCG2L5auBjMaJ1lz9WUG6hyQWWL4mkHVZVJScMsnwDcO++FgXd+AUqEIiZMxODrhBUxU1sRqfp7h1a8WIQ12djVyqxFKyDvikfBXsUsfqJB216yg9xzDBRPG90m9xzXitpTf/9W4xIx6LiBYfNSpivpcPC8886ABX/6Bdg4CZEuEARMItZPw+XE9HFbsoIrNkaoJcYaSGBmrPiU9r+UyYgYzKNCqN7pScTgWCy7m8iiDcfsiUCQEzGZSxfSZaANrckGZ8SgAs01fzaoIRl639xGt9kr2O8WjeIbriIb0Y6nnqfMGcwqMjtiWwmm25rBPNYFBvGHFmRPP/00fOELX4AVK1ZAUVERbfS//e1v0Noa23vy2WefhXQDZuPU1tZqf7fffvtkfyQDaaOICStgLKDSwsrACMAJLBzM1WDQ2IQGDBhICjub2uBkdx88czgsoR9rCMWjFibpKtWsENAL3Fp+Bl0PNG+JeJ6//lXofvYmCHUZGXsGpi4UN1sXSJNExODcXczj0UoZ5/bjAWPNYECPoGb1tDrmhtGsyfJzNUWM02ohRYwo8EWE40bBVnkue0zDa9N6w6MiCEkEkzUbQGUZMYiAyQyKD6+bQPUbjhaDtpvsH3SbvfpCusT5C+UzUOGzHMyuInwCqL4e6N/ybeh95dNEyPhPPgeBuhch2LZLU8REZsSgImZ6WJMpAVaQjK+IcYy5IoZe1xpf8WEymZltkcgpNGFpUAXoxizDqQ015GVXLM6Y9+PYiiH19qqKuNZlUw2CgEmEeHLMZPaE3pODFTGh/gEY2HsILLnZkHv2WrotnoXZWMBavArss64k8kXKYeovQfgKW8rpBiTG0ZptomzJcJ2Lx4zZ6QDnbKaYDLR2xLQmQ7h4ToywrLNXDlbEIKwFeVBw5UZQ/QE6HlPBlmys1gxjRsQsWLAADh48CK+//jr84Ac/gHPOOYcyYQQx09XVRYqYW265BSoqKuC0006DO++8E7Zs2aLJeR588EFIN5jNZqipqdH+cnMnf+cwkPrwBgKR1mQmFbxBpuwwkByQgBEw7MkMGDCQLGr5JLGud3x8hN07fwW9z3+YihLClsycETnhtAkipilMxIS6j4J7xy9B9XUaPv8GpnTXHnbiUoe1hRWiJho4dxfzeKvVSnP78YCxZjCgR6B5K11aS9bE3DDBLhYgjzZkSMSYTSZwYq6JooK5qFCz/ogHW9l6lMZAoGlTzKL6dAGSMFRotrA1ulDEeHEhpppABSco/h5DVR+93fSKGA5bxVnadexCz1z7TSr0IaGCwO0Y6j5Cc51g+25W1CdbrgHWmW3PjrQmo4wYYU02XRQxQ1uTjaUiJhHoC7X2mkvoUu3eB9MhH2Yoosp75EQE4TAdIAiY5KzJBitiup57Bb1YIefMNWAtzAcwmzS1xHghY/knIPeSBzR1aZiImdoErxh3fbVPg6qEBuVymbOY/eB4A/OCMK/ZWlzI7OjMZgi2oiKmh3JehO2dgGsBy4lBoOpMyo6v2im+/koieBJVa6XLmmHMVhrXXHMNzJ8/HzZs2ABf+9rX4JVXXiHy5cknn4RPf/rTMG/ePI2UQeJl586dcPfdd9Pj0cZszZo18Mgjj4zVxzFgIOUVMaaojBjscDMw8owYhOJmkyoDBgwYSBS1POy4pd8N/nEYh4Pte0DxtEKo56hmwSRFETHYWWp2FYPcfYi6QhV/Lwy89X0Ahan85L5TY/65DBgYLcYi2w6zB9D2ZrJsyQwYmAxgl67cfZjGfaEsiIYoXGFhg8gXkwkcFoluC2VlUnEj0Noe9z2wwGgrW0sqzGDLdpiuEJZXJgsr4IT4+itMMzhZqPN0sGMaYUaMaCDRk+VYwBdNJEikI6jZhJN+0QpfKbtaI19iW5N1TrkMEiUQ3qcUVETT949DtIxDRkwiEDkxqAzBvA2E2hUmYvA7KFMo8DzQuAm6/3sDBJqYHbEpjiLGvY8p0TOWzIfpguy1K8FWXhpRJI8HS04WWArywN/QDAo2GHPg9Y7/PIdyKyi8+hIwSRJYC/Ih2NWj2cmPF/TKpTARwxoapipwnBl46wfg2fWbCPUr2g0iLFwhNN4Q8xVbcQH7zQvZbx7q7aNMF1MUWeHC/CT+e9nKy4ZUneG+VvguRhJb88Pnj3THmBEx3/ve9wbdlpGRAVdccQX86le/gkOHDpF857777oPrrrsOcnJyImzM3nmHBToZMDAd4PX7IxQxmBHjMxQxI4Jfd/KXPVxmbMCAAQNJKmIQjX1jX4hRuR2F6BKNpYjBCai1jBU0fMefgP43vwaKtx2s5WfSbXL/ydF9BtlPi04KJzVgYJTAha38xq3gPfS3UW9LJQ45acDAVEagGX3RVbCWrotbgEBbD4StuBBCigIWsxkcVgvd5lcV6jpF/3V9ESwatspz2OPrXwWY7kSMlB2hiBGtW6rCCrGGPVkUuCLGufgWsBavhqwzfxB3GwtFjNwXnqsEueJLAG3J6LFCEWOSwGTLpHwZlt8ztRQx/hNPQc8z7yV1c0KKGE5yTbgihnfMW4uWkzpJyp4B4G0B2d3K6nSvfwH6Xv38lFCMYXaRe/dvQQ32g/fQ3+m2eBkx05GIyTvvTFjwx58xFUsCoJwYhWXpCHS/vInOS9nrTwN7Jcv9IIWEqkKwc+JIkemiiMFxJtTJrAT1NtahnuN0KeWOHxET6OiEUF9/hE0qzlfosqSQfnNQ1JgqFinDpe0f9orhG7GKrr+CyJjCaxghMxUwZkRMIpKcGTNmwK233gqPPvoodHR0wObNm+E73/kOnH766WP1MQwYSAsEvP5B1mRGRszI0NAVLqLKHkMRY8CAgeRQqxtD6nvGtutPlYOgBt10HbufFXczXTdnDA4ltJWvp0vf0X9RMcNSvBIyV38BzK5SInCETUig9W0IdR0e8n1xMi73N2j/+449TgqbQOMbY/r9DExPhDoPAAQHIHDqhbjFGffu/4O+N78Oqhy/SKzPhzEUMQamE4JcLWArWxc3KBqDabGAYbbbyL7YZbVoihj831ZSRNfl9vge+Gh7hoXdYMtb09crXxTizDkRRIxbDF2KQ7N3MTBYEWMpWARZZ34PpBjzlmgiJqQjYigTjxRdLAPJkjeP3WFxgtlZRAQAZpSYzBKYHHlkIYdWlVMFVBRVFQi2sDBqVDoPpXgRWTnmjPIJ/JTMwtA+42JwLng//W8pWkmXwba3aS6q9NeD4m7S5q/pDO/hR5hVIZZAueLcZB2siAn19oPvVAPYSovBVjg+mXFTAVpOTG2ddt5q//fTdL34+su1x4UzzSaOFMG8GPpMU/i8Jw80g2f//VpJP9R9OEoRYwJLHMXtaKEEQ3D009+AE1/7Ia0D9ApehJifDJU55OI5MfaK+OcWAcnpgPLbPgCueROj8JkImCftjc1mWLduHXzrW9+CrVu3wr59+6C8fGJPPAYMTBYCXg/Lw+OwSCp4DWuyEUHWKYkUt6GIMWDAQHI42cOKBeOREyPUMAjsipS5IkZyDe7+x2KHCLF1zLkWstZ/lzokqTuR25ORZdmW70D/5jtj+rcj0EKi742vwMC2H+rem0nU5V7meW3AwGggvKdRtRWrOIMKLH/tMxBq3wXeww8P/VpcEYOEowED0wEYEh1s3wUmayZYCpfEfEywu5syEK1FhVTk8CARY0MihilisHlLFDxCPOw2FkySlQWsqzL4T70A0xGa0sLMPOhDvBPOzUlkRbZNCwubZCHmGCJEfiiYOLmgV8QIuFZ8ErLO+jHYqi9gjzWZIPvceyBrw4+1x5A9maqA6uuZcvtdsOtgBDEVT/HinH8DZJ39c7DkL5jAT8mUOBmrPgcW3jlvK2UN0mhnGGwNO9boi7zpCHmgkZqSQHJA5ulf1W6PpYhx72ffNWPpxP4W6QbHzMicmL633oFAYwttN729mbWYkSLYXIBQFQU8h49Dy0P/hs6nXxyXz2Z2cLtEHRGD51JsZFM9rRG3efb9BbxHH4N0An5u9857yArSueBGUtrJvSep+QnXijg/x3yY8cpexOwXuW8AfLV14N53eJAiRsxP6HqcXJe8C88i9VX22lUwHcFmcymARYsWwU033TTZH8OAgQlBwOMD0GVSSZIKPv/QXaMG4kCXESMbGTEGDBhIAmgJ2aSzI6sfYyJG32GLOTHMg94Us/vfZJIg+8y7QQkOgLVgkXY7EjHYzUxEjLeNFSuCA+CvfwUcMy8d9Dq0WFaC9HgsiGMArNxfry1EDRgYKyIGEWzfCVJmZCMVKbZU1iThO/IvsFeeq+UDxFPESBlGRoyB6YEAdsgrQbKeNJljL8WDwpaspBD8IRkUVQWX1QpObk2GuZLZpcV0PTRMlzEGcPuOPQb+k8+CY971dK6ZlkSMKTNCEdPPrTrVoAPAzohlA4MVMYkU8oQiRhloirrDRvOdaDWN2RHp8292FIIMR0i9JDJjpooSS+46RLawojFHkFbRwO1sLVgIkw1L4WJsP4dg+25QdRk3aK9rrzoP0hXeQ/+geYlz/vvAVrEBrGXrSZmIhHh8WzKDiBkKjprqCCKm+8U36bLwmsi1CVmTkcqqE0L9A3D8S98Df114PYI2Ztb82KqJkcJkthI5geM/KrRxXAnUv8wyN+0FoJY+QKSw6usE39FHtXEpXfZxJL1DHXtByqoGx/wb6PgMtm6nhjs1xBxiLLnDZ/2MFKGu8Pq2+/lXQfGxbDArV8JEKmJij3mZyxbBwgd+BdMVk6aIiYW77757sj+CAQMTAsUXqdwwIRHjM4iY0RIxipERY8CAgSRwiqthMAQZUadTx4wFoq1O0KYMPbixSzkWsFitJ2HYbTM0y49g2y7tdv/xJ2PaQoU9ghWyJ1OVENlKxCySGDAwAghiD6HfJ7V9sJMF/UpZM6jw4d51b9x8IpERYyhiDEwXBOpYB7BtiIKP1l1aUgSeILPQYdZkYUWMvZyRl8HmcHdvLKAFlKVoBSieNgi27oDpBsy6QKi8A07m1tD9ClfE+Jk1kXF+HI0iRhRRI+ckSNKj/dhwEORLuufE4DwthE0wqgqKl3f/hzzUvDCcNVmqAAvYkL+UOu1DXQcAOFksdx8Z8nu7d94bV6k92ZA97RRkjqSLY/bVdFvG8k+AffbVYOc5WorPB60PPwGeY7XU4U+PMYiYIYEZHyaLBL6TuH8HoH/nXjA7HZC1elnE4zRrsvZO6Hl1M5EwjpoqcMxi6xvv8VPj8bNT7hGpQU88Cd79f2EkDI5H/k6NeBdZKgj3zl9F2CumMoQaHc/t2NBhyWdZRkjIaPkwOeNn4xXU5av2vLkNvCfZusDG1U+20uGtyaY7UoqIMWBgugBP9nSpsEMQm9P83tScvKQ85HBxRzaIGAMGDCSBWj6RXFXOOovrxjgjRuE2Gx3BMPFiTjKUXMquoUu5/xSpD+i2rGr6P9S+e9DjZV1+DPl7I/nCfdflgaa4BXEDBhIBevgTEYN2HmYrhNr3DPL1D3YwIiZj1e0g5cyiIFH/yf/FfD0sDjOVWNjGwICBqQq0SQm27qSAcmtxfDuOQEu7ZumCtmSIDJtVy4hBNae9qoKuBxsZmTkUhHrSf+K/MJ2A5zuyy7Ig2cKtyXjjRR9fP8g+RjTIUyADY0zBFTGQhCJGQNhvmTNZEPywz3cWTgnVbv+mO6Efs9EC/VoGCSLUeTBsTWbVWWKkKEwFLCdG5FghgRHqOQaq7jvp4Tv8CCnuAjz7KtXgP/4EzYPtMy8HE40FbJ/LWPYxjQTs3bIDWh94FI597lvgPX4SrAV5EcVkA4NhtlroPBTq6YPuVzaB6g8QCWO2WmMrYto7oOe1rXS94rMfgfwLz6LrvhPjQ35krPkK5Gz8I106F94E2ef8kvKQwhkqYctmanqT/TCw9fugBlM/c1izuuZqcolncKErgvhuE6GIQSIOf3e0pDNZLGDJZUSzrbhoWGuy6Q6DiDFgYBKgBJh8T1UtmiImwMkZA0nCsCYzYMDACFHbxYiYc2ZWJmRNtrelHX7wylbw8g7l4dDXz4ppL/WGrTaS7fzHbmZk6zEgXXG3UGHbMf+9dJ8PF5dRRadQ96EIIkavXgAlkPYdp1MVA/4A/HrLTmjpd0Mqg6zEsBiTUQ2W/IWgBvtB7glnD2GhJoSe+BYnSHlzIGPlZ4lo8ez+HfgbXot4LXws7o+kEsMuXAMGpjjQUhLVivaqcymkPO7jGpq0juOwIgaJmLA1mb2yFOWcCRExaMOD4cVkXaI/J0xx0Hgl+8CCDQ1cASOImB6+flA8OPaYNOWoAQY15E9cEUPEi0lnb8U64qVMRhYOB0FKBupejqn0TQfg58YgePyTe3mXvZnlD+E5ERUxSMIMddynCkyFK7Tr1uLTwJI3n1ne9sYumNM5n46l1LP3U4Ju8J18lpQ9jtlXxn1coJV/dtz/VBUyli0k6yoDQwOVLYj2fz5Fl9nrVw96DGadIbxHa8Fz4Ajlh2BQu2M2azTzHhsfIgZ/P1TloeoJc1RQNSLxLCShGgnxY9W1/JNgLVlD54FA02ZIdYTV5IyIseTOi6GImTVu7x/sZkRM3oVna7dh44jJzOgFa2EehsKzz2YoYlKfiOnrG1tLEAMGUhb+SCIGJIAAv81AcjAp4e5uw5rMgAEDyeAktyJbWV4CmTbrsNZk335xM3zzhU3wvkeeAVk39sRDby92+wO81pcPQZVNuaQkFTFYoKZihsz9d4tWgK3iTDA58ik7xr3nPlBlVqhT0Ios6NY8r1GGLw/wohu3B4m2X8FCeEAXyGogOfT7A/Do3sPgDiRGziH+sfsg1PzkD/DUQbZY8odCcM3fnoDPPPUy/PSN7Sn1E+C+JSxV9PkwpowKsBazrlkMHtfuxwWg7AdrwWLKorDkzSNlDGYbubf/BHwnntYey4o2aszMJAMGphqwUKvZklVfOORj/fVMneGoLNfGFmZNxhUxIZm6jm2lJSB39YDsGbqDF61LHLOvYs899h+YLtC6nXNmgcqJF5kTBj0hdg5XAgqRwTgeiXOpAZ4RY7YkRBzgY0y2rIjgeXvNpeCYdXlCmxKD4qXcuUzpq9mrphkwF40rjoPte+jSWsKK0sG2nXRejJcPk2ow2XLBUrCEVK/WklW6bvvB9mQ4h2TK1tTMWUJyD0JesFddAGZHftzHBbkdZOUdt0H5x26CsltYw5OBoeGYyYiYQEsbFd6zTguTeAJSpossy1A5g8g9ex2RJM7ZLGMGFUgTBaESEWSpOEdYcmaDrfp8uh7qOQqpDmzMQ5h5/pbZnk3XlYFGIpPwutk2OP9orBDiRAzm+9irGeFuKw4r202SpCmhLPnpMe5NayLmrrvumuyPYMDAxEAoYkxcEWNRIWhkxIwMhiLGgAEDo1TEzMzLhurcbOjzB6CXBw7Gwr5W5vn9nwPH4LNPDd+56fWwxzcG7LDfmzUiazJ9TgzCUox+wFbIXP1F6q5Ey4W+1+6gPBqhhrFVnUvdqUTE8O5nWlRHWX9gcaD3pU/CwOY7Y2Z9GBgeqGJ5zz/+C4vu+Qs8fSisDBkKD+06SPlE73roCfjd1l1w86PPwovHGMGxtyW1FEvuXb+Gnv/dQh7rCLmPfU7IqCRSUCsycQQ79kbsbwj7jI2QufbrAGYJPLt/o9mUaR19IzgmDBhIN2DBB8dkJAUsOTPjPk5VFFLEYOHKUpCnWZORIsYaVsQgHNXlEcTNUMDCOCrV/HUvRZCrUxmhvlq6lHJqwkQM73Lv5ttQDQbBnInbUdXGJAMsIyYRNYyA2Z6nXUf71IyVn9EsxxKBveYSukSLq3RWECFCHYyIkXJmgpQ3nwLBEWZu2ZYOwHN2znn30m+IDRXC9iieGgYhCJlUAlkTIilWvn7IxwXa2dzLNWcmFF59MVgL45M2BsJwzmRkCiJz6QKwZGUM2jxIuoiiPCLn7LV0KblcYCsvJSvO0ASpwcnu2WQm1QiqpZDQMGeUg8nqAkvuXHpMqPto2mSfSbpGJnGc0nWu/BkvBLk1mTU/F/IvOkfLtNMj95x1kLF4vpYRZCASvB1/fLFp0yY4ePAgtLS0gBKjgxQLGY2NjfC3v/0Nfv7zn0/ERzJgYFJhDgbo0mSykgIWM2KCQxT/DMSHyciIMWDAwCgyYsygwpyOJ+DygiAcaAOo7+mHnFL7oMeiJ//xrh4ocDnAYjbDb9/aDRtqKuDG5QsjO54bXgPVlAuQswJkXzfd3h60wX86i2B5phcs+YtGRsQ0voGsPVh5gdtavAJyLvgNDGz/MWVweHb/VvMetxYuo1Bm7IoK8cwYW9laKg4IIsZX+xx4dv9a6+AMNL1Jr2kgORzt7Nbyha544HG4Y8Nq+PllSITFBu4jb9U30z5kNpngk0++RLfPzMshcuZgOyvYpALws6KVEVr7BJs2gTTnXRGKGLQeM1kzyDZPlQNgkmwQ4vkwlsIwEYOwlZ8BWeu+A/2bvwm+Y4+DvebimAtJAwamKpAAQdirLxjyccHOblB8fnDOm00FLA9XxLCMGEHEMFKBcmK27gDfqQayehkK2B1rn3ERkff+2qfBueB9MNUh93IiJnsWgMzGG5m7DXXzbagGgiBllFPmGuaoSVmsw3s6g5pMUMGRREc1qT36MQMlE0xS8laTaB/k2fsHCDS+AeryT4IpgWyalAJXLeuVI2ZHIWSt/zZ4DzxIDQhICKYLKPeHZ/9oQeDtu8kC18QV1ohgp46I8aYeESNUOmbn0HkvwbZOzV7JQPKKGET22vi5Z1iM99c1gq28BJzckgzhnFMDgaYW8J04BZnLk18fJQucp2IjkTpQB0HuBmDJZRZeqCLBOS02TaiKPEgNiOdwJG2sBeF132QAj0FsGkBLSCSQBNBCENegCClnfIkYkRFjycuBgssvBNntgdzzzoh4TNmHbhjXz5DuGFci5sSJE3D99dfD7t2Dw2SnCpBYOnkyLKfLzc2lPwMGhoIU4kSM2QKqbKaMmJBhTTZqa7KQO/XD1QwYMJBaRMyZOf1gqXsZPpGZCb+ANZQTs6S0MGbBXVFVWF1RAl89+3Q4/0+Pwnde2gLvWTofJO6Di0SH++2fAGTPBqi8F6RgH9mm52YXw70tGbD+7I/BjTxYMekOLlIZLIwoTmCnYtb6u6D3pU9AoPFNHkiMi+aF9BwkYvDPZHGBpXAp3Uey9UA/ePb8lrrCXEtvBc+eP0CgeSt5JOsX2AaGR0PvAF3+/LJz4M4XNsG9W3bCzy49J663OO5znR4fnF5ZCj++5GxSxaDd0PMfvg4uvf8xONbZQ3ZnWXbmLT+ZUDytoPrZYgv3D4eOiIGMCmY9hqRf8xYItu8mC5NQ1wHyxbfksc5CPcjiJHsmyH21pKxJFUVMT08P/SGCwSBI0vh4+BtrhukLVQlBoOFVGnNtlax7NB789cw+0lHFLEfCihi9NVkoogjmq+XH5TBwzL4a/MefAt+J/4Jj7vWsKDWFgWMNwpI9A9QQ265BPjZ38u2qBIQiBu1ejJyYMKmgAiSliGH1DxO/TBZYULSVr4dA/SsQaHmLiJl0gqojYjAYHoFB8LhdUB3kXHRzUsRWKgG/A57rcY4bat8T0bRD53yCKTUzYjQipnDoppP2TrLQQpWGgcSB+R9STjbIvX2QvS4+ESMUMblnMVsyAefsGdD7+layJ5sIIgZhyqwhIiZw6oUI0oIyZXLnQqh9F8119cpVdA1wv/NzUrTmnP9rmEyo2OSnBMGcEamsFRaCdJ1bsI0XQt29lFFnyckGk2SG0puuh+mCnjFaM4zravu2226DXbt20eBWXl4O69evh7PPPnvQ39q1a6GoaGiWOlXR2dkJM2fO1P7uueeeyf5IBtIANj5ZM0l2UFRBxDByxsDIiZjggEHEGDBgIDFgsRsL4mcXsG7jHBiAS3I74ubEHODdcouKC+C82dVw/qxqONLRDQ/vCVs1eA8/zK4MNFDHkkNxg6wCXLQI1QEmeKepfZC0W9ilDAX0GcdMAeeC98csXrhWfJr9E/JS1x8u/vV2ZuasKur4RaAiJti0BUAJkWc2FuZQvaD6ukCO4f9tYGggcYe4dc0ymFOQB0FZgZ4hFK6ohkGsrSqDc2dVwckvfRQO3/Fheu7CImaFcai9K6HNPuAPwG2PPw8P7hSFkLGF3oYk1LkPFH8fWd1hxyDYmA2NrZRZTLi3/xh8h/9JGUWW/AVknxcLtooNdIldzxSkrQsbnSzg3F3M448ePUpz+/GAsWaYvsDOWyQ1rcWrh8wpQKC6BWGvYmO2lhFjs4KTW5N5OYngnMXGeW+CRAxmlFnLz6DP4q9/GaYy1KCH286U0nlS5Oi4eZezpojBQgr32Zf72baf7hCkQjKqFEHACEJmJLBVsODnQMPrkG6IIGI4cC6mXbfnUPNCugItRhH+U89H2NdhLhz+9uasSlBDHrJ7SiVghg0SiiI7MRbk/gFSIYpQ+VRFp8cL3mBq5VgheVH5mQ9DxadvAVtpcdzH5V14FmStWQ4FV0Tmowl1zETmxEAWIzCCbTsGhdoLezJZZ0+GtWzPgfvZ7e7mYW2pxxsyz4eRXJFNTGRHxpvpxsKarOfNbeBvbotpnxrs7gVLbg6RMNMN94zRmmFct9zmzZvp4Pzzn/8M9fX18Oabb8Irr7wy6A8fh9ZkGzeyAT6dUFBQALW1tdrf7bffPtkfyUAawKayk6hZcoCqSmRN5vN4J/tjpSXM3JoMl1MoizRgwICBRHASu3kAYFVWeNy4pbhRK6zHImKuy2+BT8A/yV//2xcwv+nvvrwFmvsG4PDRzWTbQFD81IWXbfJBZ8gK1yxhXUrvNLaBoqiUTTOw9xAcvPmz0PqP4YOTkbTPXH0HWIuWxbzfVroGbJXnRlhI6IkYtFrBQpTJkU8qBFGAs1VxX9+ydXQZQILGQMLAxRjuLzkOOylYijOZIql1CK/rt+pbNCIGket00PMFyacn/YZCICTDdX9/Ev6wfS/c+vjz0BBnvx0NRGgy2h+ghZ3/5DPUKY3+/6Kj0TbjQnDMv5EKMN6DD8a0JYtJxDS9CTJXxGBxeDKBc3cxj587dy7N7ccDxpph+iJQz2zJbMPYkunVLY6ZbAz38MIbU8REZsTYK5BksILvRF3CxSHn3GvZaxz5Jyl1pipCPBuCbMmo2MrG5V6LRLaQAT6GoSJG4kWrdAhpnghggV3MPRKF2ZEbcTkSoGoSC+ZoienZ+0fwHnkU0m2b6WF2TB2bK1v5maS6DjRtIlW1dryoMlnuSq7ilMuJQTIWm0NQDRNPpYxANQxCn2OSaqjv6YPZP/sTfOCfqZehlHPGaVBw2dDntoxF82DmXV8Ca0E4SyqCiDk2cUSMKUtYo6mDSAtL3pxB5wJUfWuNaiEvqHz/nyyE1eSRTUw4XjvmXgf2mZeNihBH+E7WQ93dv4KWP/8jJnGJGc1oSzYdcfsYrRnGlYhBFUxJSQl86EMfGvaxKOm56667IN1gNpuhpqZG+zNsyQwkAjsnYlinESdifIMncAYSU8QgFTMgSaB6DTLLgAEDiWFHE1sszrczeXFIyoDzcrrA2xvuLJY9bVrY/YG2Lnh3QQsUBk6RB+/ZMys1VUz5j+6DnW/+jj2J57T4Ow6CzaxAr+KAZaVF1Mn8TlMrnPfHf8Ksn/0R3vntX9GrCAZ2skyN0cK17OMUxuyY9x7638LtzBDC817KrKCCOtpLmOx5ml2ZCDENNG+e9E6vdEKvz0/d6pXZrNOyJJOFlLa5vcMqYtCaLBoLORFzcBgiBsm8jzz2P3j+6CmwWyTwh2QiBMcaIl9I7FO+Y0/QpT5DAa3sXItugsx132ZKGSpmLI/7mvhcJAkxtBx9uDH3CAnCyQTO3cU83mq10tx+PGCsGaYnsGgZaH6Ljg9Beg8F7wl2DnLOqo6wJmMZMdyaLMjUHCZJAmtVGcgDbq2YOBxQsYbKHFSLBOpenvr5MDyXA7cRok+yQL7TAQF+nGNGjNlZTISz3HsSVDm1Os4nA6rsS14RYxPWZJGF1mSASkpUbKFi13fsMfDu/wsV09MC0YoYs5U1MYwASjAEx774XWh75ElIFeC+YMeGHyWo5VD4T71Il5aCRXQM6a3AUkYNM4wtGSLA51y24tRVxPz0jbdpzvnisVM0B5wqsORkEQHmb2wGZaJqYZnY5GDSxiu9ShWtyfREjKrK4D3wgPbYVMhCwnM3wuxiDV16uBbfAhnCJWEU8Dex94iliAl2sUZGa/70jOPIHaM1w7gSMZ/4xCfA4/FAiHftDIf581kXpwEDUx120BMxrLst5EuTiWaKwawoEDKZiIgx+QOgcoWMAQMGDAyFV0/Ug9WkQAl00mI5UHU53X5acCuREaGeY9D30ieh77UvUGgjqhSq7azAHmjaTJc/ufRsmJ2fCzfMkOCi3E6o8zvgD+2si7mnaSddek0ZlCGzoqyI7NBeP9kAy90DkHeqXiu6jcW4ZbZnkw+5hfsCk+e9iZ1fUMGgETEctsqzNJsMDEtHj2TKj+HEkx64EAmgtY5iFKj0EOqpqlxGvhVnMG/xVl7wi6Vi2dncRkXAOQWDFzDCmuzgMNZkd7/6Fjy06yBU5WTBO5/6AOQ67PDnd/bB0Y5uGCtgMVLuPQYmaxY4Zl4GINlBDbDFl5nvT3rYytZC9vm/hszTvwaWgviKGHpsxVnsihICs6vYyCUyMKWBNnxYvETbpeEyWdRQiAKNpewssPAiR1gRYx2kiEHYZlTSpfcYIx4SgXPh+zU7zamqitHyYbjtDHXxEhEjQWGGE2TskJfMoASD1C1vQX99NaQ9b1pDqDuSyIhBxS5a/OC5YDTALDKcj4iip+xhFpbpZk2GapihVBhDIdDSBp4DR6B383ZIJdhnXESXWJj2nXgaAnUvkC0Z2paZXSxmIJVyYsJEzNARCKmuiEGVNaqfEX3+AJzoZg1kUwWkilFU8NYOXn+MB0wWJ5j5ekicHwTQKhfnvdgohGueQN1LLC+mYIk2dxW2upMFMSZKI8gcTRRBvg4JdQ1eV4T4/of5QAZGjnElYu644w4455xz4Je//GVCj//xj388nh/HgIGUQEhWwG4KaUSMiRfKZL9BxIyGiOnnns+yYfFmwICBBPBabQPMc7jBrMpkS1I0/0pwyxJc7DwG9a98Dfo3fZPsltTgAAQGWuBIRxdU2dlCO9SBeRm9sLqiBI598SPw+yVssfeishpebeddtl1M6RK0sI7IqxbOBhuqfy84A77vZ4ROSDKD6vdTJ9hYw2S2gJTNCRh+aeY5MQjqbNQBQ3IRgebBygrf4UdgYPOd4Nn12zH/nOmMhl5W2KvMZkRMSaYgYmKfz/e0tJN65fSq0pgFmgWCiGkbmoj56879dPnch66DxSWF8JVz1oCsqPCtFzeNqojUv/X74Ofe/KRWUUJkdYdzFWvxSu2xYn+KBhJ6uFAdrvhkK2f2ZLGsFQwYmGrAQg7CVn3+sI/11TcTGYNqGHEcuQOhGNZk4Wwx+zxWSHLvTzzji1QxJWuYVSXvap+yipjsmRGKmF6LBQpcjGBQLRZSxOiDjkNGVlpYEZMEESNlllOItbU4fmB3IkA1b87594INlTFU9Bz7+dF4bjOyuYjKhxlO/dLx3xcg2BkueMp9bG4hD6GunQzgfAAVsjgv9uz+Dd3mWnobmG1ZOkVM6liTCXWOIIniIdDG5vA2rkpONfxi0ztEvqMCGrGTK/qnCpyzWQOb78SpCXtPYUcm5UYSMXjelfLm0vw32PI2ePb+gdQzzsW3UONQKpDDmiJmHG19Ax2MnAz19NEYpUeQkzNWg4hJXSLm+eefh1tuuQUeeOAB+OlPf0qX8f5+/vOfwx/+gDu6AQNTG91eHzjN3FLA6gwH2gYNa7KRwIw2OyYTuHlYmMLDOA0YMGAgHup6+qC2uxcu5apu7Iiyuwpge8Wn4ITPCZm9e0AN9JEfNqKh5Thkm/3g4mM3gKIRFsH2PRBq2wHmjDL47Lu/CCEnIzucflY8kLhf+lfPWQv93/4MfKmmDKrrGqDFbodH8/LHNaTStfyTkLHyc1oQsVDEmF2lIOVFqpCtZbGJGFxweA//k677T/0Pgh2xrdTQPmTg7Z+B99DfYdopYnIiiZi2OETMULZkiGyHHSqyM+F4Vw/446jJUVV1rLMHZuXnwKISVjT4zPpV9N4P7zkMu2PYCAhgyGs867lQ10EINm8Gz65fgxIYgFD3Ya1gi9BbKgmF1UiBRI6UNSNm2KiB9AfuY0joKd6RBZhOJcgDjXRs4fkBcxSGg/foCbp08MLUIEWMlVuT6cYH+3xWUHLvZ8dssqoY3+F/TDk7LhXXBpgRg53PnOwN8YwYUsS42LldsVgoI0Yf0mwQMbqMmCSsycYaeMzQb5QmihhhTSbOj4nmwwzs2AtNv/0rdDzxP+22UF9/yq5pnYs+CLaq8+g6WhzaKlnWYEorYhxDW44FORFjTUFrsi6PF367dReRMHeety7CWnmqwMFVnb66xgl7T2spKvdM1JAQDeEsMPDOzyhjyDHnWrAWLKRmo1QgG1lGjHlYpddYKGL0Cpjw/0wdL1S7BkYG1lYzTrj77rvhzTffpOtf/epXx/OtDBhIG3QREcNsaEw2J5gFEROK8pY1kBDMiqpZkyEMRYwBAwYSUcMgzisMUVYj2mkgrl57EZz9TiNcYXkLNi5cTOHpvkN/h9b2E1Bt44UJWw5ZNAWbNoN9xsXgPfBXut258ANgs9rh6lXrwd/yP7CbWcHb4Qp7D9ssErRu303XfWethX1HsPurA7zHT0HeeWeO+Q9nLVgEgH8cmAkj5S0gq6lo1YKUXUPdVRhIiYtX4ant2fsnDDkAS/5CKii6d95LXa+kFgr0M3l/yAv9m++k++l9y9aDJYd1IU9lNERbkw2jiHmrgXWxra0a7OssgPtcY98AZQ8tLS2KqapBrChjnXkiO+Kr55wOn3/6Vbh/x3745eXh+wS21DXBhvsehr9cdzHcvGrxoPsVN1tYYqcrevOLjjtB2FlLT2ee2hYHW/wF+2A0QGs878FTIGWxBbiBKYSOd8C99+dk75F3xSMwneHnGSz26gsSsinyHGS+9BkL5oZv44oYPM5FR7SeiLGUFlFoLoYdo8e+2ZFY8RytuKxl6yDYvBX8J58Fx+yrYKoArWTwvGQpWKxZHwprsn5JggKNiGH5kkgeYre/ULzi/yO1lZquipixhih6ynguGr9645hB5et4W8WZoOTNAxu38RoOoZ7eiP1Tfz3VFDEIPC4yVn0ebOVngrVohXacpFJGDNoJm8ySThFTmJA1mS0FrcneONkIA4Eg3LxyEVw2fyZ884VNU04RY69mTWJoyykwsOcAqTyL33v1uIzFSCBig1EsslmQ8ngOwfWhc9HN9K9QxIj58mQAmyawyQWJT3Q+GC/oM+dQrafPTwp19UzrjJi0UMR8/OMfp4mMzWaDiooKqK6ujvmH9+FjDBiYLkSMnXdVm20uCvOj67LfCEkeASS0JsMTNidiFHfqdQ8ZMGAgtfAa9yGe7+BdPTlcom42w/cu3Qhfr5sPZ70E8MAhNhF19zRAlZ0VJmwVG6jAGGzbBf2bv0nkA1qfiK7Am1Yvg1o/Cy1HZGVFVhCCHazLaNVpy+CgkxWDsIA2ETDbMiHn3F+AfcaFg+7DhY6tjFmBhNU+uyDY9CYV3rPO/AFYileBMlAPPc9/GHqeuRF6X7wNev/3Ieh97fO0HUQwre/wwzCdFDGV2Zl0WZLJfvc298gUMRE5MXHsyXbxBThmDulx3WK2cHzmcOx8gycPHgdFVeHpw6zjPhp6qwXf8Scg2MH8yCk3gTKIciFj9R2QuerzpNi58h9Pw1/eia2OSgSOudeDa+VnwV5z6Yhfw0BqQvU0scsgOz6mK1CVEahnRIzoIB8O7kPH6NK1kHXkRipi0JqMEzFBObIwung+gKJoz08UzoU30aX38COaCmIqINS+hy4thcu029CazI0KGJOJMmLocbh2wOBrWaYxTsqdQ93GRORMY6ghr+bcMFkQtjuiKSBtyCtbFmSs+hx10CcCmc8XFJ9/kCJGDQYpwyjVgAVgtI4zWVnzSdiKzQSKZ3JJAv+pF6D7yWsg1HUI5AQzYsiaTJJSMvNCNPygde3i4kKwSmbY0dQ6pWpG9vIS2v56RUzzH/8OrQ/+C3wnxyc3Bs+b8RR/wqYSzDbIPO3LYJJ4rU4oYiZRpcfeWyVng/GEWKsiQjrbRLqPEzHYAGIgRYmY66+/HhYuXAidnZ1QV1cHtbW1Mf/wPnzMuedG+pUbMDAV0eXxgV1iihiz3aVZkzkgBJ4oD0YDQwMnIRKGamNGjFDEpGD3kAEDBlJREaNCbrCZQsjNWeEQ+/NnV8P3LjwTJLMJ/nyQLeIaWo5BJVfEoA86dhFjqG+obScFyrpWfErrus1x2MFvD+deFOZGTpaDnWxym19eAuayEvCZTOA5fjIlFlWaPVnTFuq6cu/6Hf3vWvpRWrBkLP8Uhfeqvk7Km8HFCqpnlP56UszkXPA72h6BxjdB7qubdtZkxby418qzCKJtSVHlgpZihRnh4kU0FnKP8oO6bjQ9djUPVsTQZ8jNhqWlhfQexzsHB7lu52qc3fz5Ao/sOQT/2H1QW1iSOizkZb9xZiV5vwtgV3+jcymc/8dH4Y26ZvjkEy9BbRcjM5MFhpY7ai6ZVOsbAwbGE6HO/XRcoSpD2EMOV5DFjmC0x7Hms6ByhFgbuGxWLSPGG2VdSEQMEjn7krMnQ+WireJsUP3d4Dv+H5gqCLbv1gLkEZi7o3h94LayNZfIiAnxfElhTyYsGIPNb8F0BlqNIkyW+OeqiSJiZLLhSX1gzhrCJNmTep5GxPgD4dt06ph0aTBEcsbkyAfF10mKlMlCoGUbzc/99a9oihhpCCIGiS60WrIV5YOJ25ynElAhjUDbWlTVLykphHa3F5r47VMBJouFyBj8HUL9A6AEAhoBExjCbne8ILmKIGPl7ZC1/tsRmYhIsqLd5WQSMaJpajzzYVRZicis0l/XW5MZipjRYVxHG6vVCt///vfB5Rr+JI6PufPOO8fz4xgwkBLo9HjBwYkYk80FJgubsGWDTD6gBpKAzCZ6lBHDF1OGNZkBAwaGQmNvP2VsXFDuAFPIA1L2DDDxcFWBb56/Dhq+cht86EwWrlxj98IcV0CzX3Atugkc828klUjuJQ8wCzAdykvCtjIFUUSM6CyyFuTDadXlcMTpBNXtgWDr5Ns5WAoWgMmeC6GOveDZ9ydSv6AKxsrD1aXMMsjd+AfIveRByL3oj5Bz7j2Qe+lDkLnuW7QtzI48cMy9jkgu7zRQxYhOxUpBxGgZMYPP5YIAOa1i6HD6YRUxzbEVMYjL5jE7uGePRKpiFEXViJijnT3g4UVHzKG5+dHn4JZ//09b3GGuEJKTIh8mEJLhYFsnES77WjrgvD/+kwiomtwsske645lXh/w+BgxMV/jrXqJLe/VgBWIseA4fxw4jcC0Iq2EQ7kBYEYNEP6LHG2lnnLGEETGeJHNiEM5FNwGYLaSKkSe5m33M8mFQ0We2UoOAvtjdz4kskRETNDPLG5WTXSw3ACDYMs2JmBAnYnSKh4mG2ZpB6mPF3QpK/XPg3vH/UqJhJS44ESPOnwk/LZYihs8t2P3pUxuQ0LpJVUDxsSam8QTmFfa+8tlBwelyL5v/BFu2U6MQkolD7cei89+agrZk0UQMYlV58dTMidHsyZqIhFFDclitNAmw11wE1uKVg1Q0krOYxkfMUhwJFF8XDOy4B0K9J0b2fGEbPI5ETLC7mxS22v9d8RQxqacgSyeMO+17zTXXJPzYu+66a1w/iwEDqWJNZhVEjMVBOTGIHDUE3VELKwNDQ5ykWUaMOWWDDQ0YMJA6eKueTWK/WsEWa9aCwXkZiFynAz5x9rm0qF6eo8AHFxZpHsGYn4JkDE7S0Yc6GsVF4UKa5IycqGJnkckigSUni7JCDjnZAhFzYiYbSEjZsBClyuA/8SR994wVn47wZ0b7CWZBwf935EX4LFP+jC0HAg2vg+xmVlxTEVgQQkIi12GHTDuz17VbWKE0liJmXytbTC4tGdoiQyhiDsRQxIRkBfa2dkC+06GRP3pcNn9WTHuyIx1doAQ98OPqw1Bl82ifBRfyAVkGf0iG4AAL/7TkzQXH7HfR/dai5XDjI0/Donvuh1k/+yMs/dVf4VRPH7x/xULYdMu1UJOXDf85cAyeiyJ+DBiY7kBrp0DjG2RtYq1gRPZw8HBbsYwoIkZYk2FGjFBydHoji7OOmmowOx3gPnSc1B/JQMqsYAS67AfP3j9AuiNQ/yplXSEJg8o7BHZZRxAxXL3oN/O1QzCgKQJNjgIIdR3W7LmmI1JBEYMwZ5RQRp167EHwn/pfSuSPDK+ISU7lKfNMOcUfrgFE5MV4vOA9fhKa/vT3CNVMKgIbmxCeXb8hVfV4IlD3Isg9xyCIChgOtFdU+LyTAs1DXi3vMB6CbWyuZS0a+nGpQsSs5GroqZoT46tvBO/RsF1zKjSp6aHlxIxAFYPrBveOX0Lg1PPgr312RO9P+7XOJm08EGxn5KSUzdYZwY5oRUwPmDNcYOZrHwMjQ8ro706ePAnbtoUHUgMGprI1mU1SNfky2pMhsk0yWZcYSBxC+hxpTWYQMQYMGIiPut4+uCy3HVbBQSq4OOa/N+5jqfsJu45CbpAGTkVMwoeCKSNsdYa+89qYFQpBqKePuohMZjOcXlUKB10TmxMzHKzlLCdG5Ack23WFhIx95iW4XIBA02aYqujx+ckyqCo3khApyXRRsKpQnQgI8mNJ6dBdl0UZTiq2osWYrOtIQxzu6CLSBG3JYoWXrq8ug2y7DV45UQ9ena/8toYWeFd+K3y0pAFuK66H3S1sYbu1jhUsrCYFTP4uItjQLtW56AOQddZP4aC0GB7bf5SIn3NmVpKa5wsbVsP9111CReF7Lme5F5996hVS1xgwYIDBf+pFKgLaKs6izv5E4Dl4lC5dC+dG3s7VGk5O9KJtJq4l9EBLHbQnU/1+jdBJBs55N1COQrBpE1lTKv6RWQ5ONgLNb4F7xz1U4nDMu167Xe5n5HifxQI4dOY5WLHcz8dRlY/XOK5a8lFdpECo5zhMV4QVMYntu+MFbf6hsnOhmsL7pRoaqTWZezAR0xdpTdb++HPQ8e9noPulNyCV4Vz0QZCyqiHY+jYMvP2TcVUwyf0Ng4LTWbZT5HsOlw8T7GBEjC3VFTG8+WYVV1VjTszUVMQ0gudoWC0SSDUiBsnhERIxSMAEW99hz/fGth8eDrKmiBne7nSkCPJGMNd8lp8a0iliZK+PbD4NW7IUIGI8Hg/MmzcPZs2aNeK/qqoqeg2fzyhCG5j66O0fAKsgYix2MHEiJgtk6DaOgREpYmS9NVkaSbgNGDAw9nhw5wHI/M6vyE4pFrp62+HnNQfpesbKzwKodjjxtbuh8xlmIxMNs4tNdqkTU3JogfRDwlVOoaXYDY3PiZBzqypYC/M1e6mjLlbo8BxPDVUBqiCQbMJcA8fsq0f0GrbyM+ky2LQlgjhHy5hUxE9e3wYb7vvHIPJkKNT3cFsy3jEmUMzzX9qimgI0IqZk6K5LLAQuLCogwgXJmJj5MOWxCwtWSYKL5taQZdirJ1iRQhAxIuNoht0Le/jrbKljoerlNj+YKPyzWFNGWQsXww9f307/33XhGfDqrTfA9k99AH522blg4QrUqxbOhkvm1cDRzm74644Dw2wxA9MHg0nC6QQc53zHn6DrjjnvSuw5igKew8fAhDkws1hXuYBo0sp12ml8QBKhM4qIQWStZnkofdtZPkqyBDrZEgLAwFvfg55nbgR/w2uQTgi27aTPjvkQrpWfBlvJadp9Mlcp9mEgt9kM2Q7WyYsZbXoiBmHJZUSY3MOIsemIlFHERAVSK/4eIgmDnSl4vpHZMZls7pkyEMOarE9nTebxQKiXEVA9r6R2c4vZngNZG+7WSF2hThlrIMEj97MMEb01mbAlsxStCH+mYRQxgqSVuOIkEXzw0WfhS8++NmFETJbdRn+IZaVFRCZPNWsye1V5WBFzLLweCvC5c6oA7akRSpI2nmj76d77e+3/kdr3iWNqPDNihF2fIGL0GTGohkEYtmQpQMRgtktlZSUpWkb619jYCCGjk87ANIG3uxdMFt6tIdlBcrBJbqbJsCYbCREjZcuw8oIOKMxhE1jFyNkxYGBaY9OpRvLUf/5obKuv2e6tUGwNQnf+mWArXUNexAO7D0DX86/HfLx+sov+17GUCDGDyOe/F5zzb4h4vJjMWgtYELPTagXXzGoqBrkPHqNinD4s0dfQBO79h+n6RAE/e87GP0HWhh/FtF1LBFLObFqIh7oOguLrBlWVof+NL0Pfy59JOY93zED54avbYNOpJo2YSARoS4aoyhmsiEG08eIKAr/z/tZOcFotMDMvZ9jXPndWFV0+deh4nHyY+Kqsy+aznJhnDp+IIGKQbBF5R5oipp4t6Kpt3kFWB2hn9ui+I0QsfeS0JTHfC/ftL5+1hq4/rXs/AwamM0Ide0BxN4ElfxFYclkhYzj4auvIosg1bzaYrcw+SwCDmbEIh9aHCFTMIdkaTRxnnc6Kj/3bd43oc9vK1oJzyUfDn+nY45BO8Ne9TMoJ17KPg6MGVZkwyOqpV5LAajZrWTtuk3lQExfaMyJC3UcT9vwPNG+FqYRUyIiJVWxU/T3g2f076H/9i1pneKpZk41FRkyENZnbCzKfb+B8cLIyMxKF2ZGvZWvIA43j8h5qoA/UYP8gZUKojynL7TM2ak1TZtfQihiRLStxdfpwwPXFAzsPwG+37hr3+Wy/P0B/wpYMgWpkbOjBOWh9T592O36WU9198NqJ+qSailIF9ooyALMJfMdPge9kA1jyc8luM9DSllLrBokrYpLNU/Ps/j9SyTrmXo9s7YgUMaoSItUX7ttoAT0SoMJoOJWRIGLQLs7sckYSMTwfxprAWsbA0Iic6Y0QV155JRw5cgQ+//nPQ2Fh8v6KXq8Xnn76aXjmmWcg3aAoCpFJArm5ufRnwEA8BPv6NCIGfWRNVtY5kwEydBhqjqSgyjI4KoKQV+aHdcE+gL2sc8iAAQPTF7hoQRyIoYhBQmCtaT9dt8zGUHmAUA/rNAy0xJaZ6+XfidiSCWCGDKLx/x6AgV37Ye6vvjeIiEGsmlEOezIy4PSBASrGOWfXQOfTL0LTH/9BNjOI6q98GnLPWQcThZESMNrzTSawlq0D/4mnINDyFll1ICmDUAYaQcqqhFTByyfqyGYM8U5TK1wwJ7IbPR4ahiFiWnVETFPfAL3H6ooSkHgmwVC4fslc+P4rW+Ff+47Cl88+PQYRE7+wcMncGrp85kgt/EpVKQMGn3fnPLYwr3F4Yc/xdvr8uJBHcqjK7htExPzotW0o3oI7NqwmwjAezphRToWBl4/XQVCWSZWTLLDj3y5J4LLFf5/xRE9PD/0hgsEgSCP4DonAWDNMDwjvd/vMSxN+Tv/OfXSZuTKS9MRjqtfnjyBwC6hg2A2dHm/EMWMvKwF7ZRk1F2Cx1lac/JrcOfdayvnqffVzIHcfgVD3EbDkzYN0AOZFIGyVZw++j4/HPUjESJJGxLTzsU0fRixxRQx+90Tg2X8/5VWgEsCq68RPZ6SKIgYz6wIFr0DInAHQvo0UMfKAsKRqGdfA6pFnxIyOiMGicyjKmizE5xuInte2QPG7r4RUhjmzQpvvAbBmjbEEsyCDQUSMpojJmQ3WktMgUP/ysNZkMs/bwoJzIhBNNmgZifO80qyxte/7v7d2w7df3AzbP/V+jVDREzGIc2dWwd6WDni1tgFuWrkIXjh6kvL8hFLym+etg+9tZMr0dAHmjdhKiyHALddc82ZBoLkNfKcaSNFoyUpcsTSeEPNksd8F23ZACPe7kI+IEiSvTdZMsBYu1dY6uPYMtr1Dt6Plc6DxdVLUqEqQ7IAThTLQBKCEQMquSagpMBrY7Hf8S9+jMWbh/f+PLE2HsiazFebTetVf30SEJZKVwW62ZkaibLqiZ4zWDGNCxGzcuBHa2trgC1/4wohf48Mf/jCUlzNJWjqhs7MTZs5k3YeIb3/72/Cd73xnUj+TgdQG+r6a8sMZMcAHYKdZgVbdRMtAYooYEx/7cpxsm4Z0xS8DBgxMPwxFxKB1SbHkhtf78uDSUhaIjJktYmzGBbHEraVidWSOJBxxYOc+msT6aushxLuMLDoi5vTKUtiSmUVEDCpz0Jam7Z9PEQljKy2CQEs7SfXTDbay9UTEoD2FPBC2pwh1HUopIuZf+8LFtncaW5NWxFTmRC4OizMHW5Pta+1MyJZMAK0nZufnwvaGFupwnJGXTQunXU3tYJMkWFDErO1ioSw7E1aVF5Ntxf+OnqR8l6CswExnUJtr2EP98Miew/T/1QtnQ3UHuy7x/buupw8e3HmQipWfWLt8yM+KXfpYFEBFDGbOnDWT/bZYPEZ7NbE9hsIPXtkKP3/zHfj3+66Ca5dE5mNMBO655x646667tP+LioYu3IwUxpph6gMLxZixggUXW8WGhJ+HZH0sIkYU1kS4vFDEiPuqciOtMrPWrAB/QzP0b98NBZdfMKLvgNZKjplXgGfP76B/y3cg++yfgZQ5sWt0967fUNevaGgYDhjSjVZFWHTV57JFKwy6zWZSxGCWFqKJF1D0Hb9mWxaYM8pI1aQE+un/oSDzLvxgy9tThoiBVFHEOAsg++yfQveR50Bt30YZMYqXKUIUf6R1Z9pmxHDbPIXPXZF4AZ06GgugZFWGTRyKQvZkqU7ESJyIGS9FjMiH0dQxIR8pkehYNFuJCMKCN1qlYU7XUFCSVMTo53bHu3rGnIjBphZ8jxePnYIZfHyPJmLOm1UF927ZCa+cqCMi5p7NO+h8gPNG/EzxrJnTISdGEDHOOTNBVVQiYlDBkTpEjLAma4VQ12Ho33TnoFwi9rhSyL34z+yx7lYAJQhS3jwwSVYwOwqJiFG8XZrCJhGE+hjRKOWwhqtkgXMDoXbxnWSNf7EQaGePsRYVaEQMNivgMaIpYqYxEXPPGK0ZRm1NhliyZAlceOGFo3oNm80Gv/zlLyHdUFBQALW1tdrf7bffPtkfyUCKw9TvRkUiu25xkA0Mu65Cbycb+AwkCBmJGHbyy3WwSWswypffgAED0wv9flZw3t/WqflI92/+FvjrX9U6lR/rm6nZvAgiBoES+GjoOy6TUcREF4C8tXU6RUy4kL62qgy2Z7IFxsCeg+A9eoK6kVyL5kH5x29mn5F3IKUTLIVLqBiJwZRY0BKhv0IZkwrAbvPH9x+jzADEO42JWw008I7VwYqYjEGKGJEPs7g4sTBY7HRDVQzisf1HNVVNh8cLS0oKhlWdfOv89XR52+MvwEvHWXhtoRT+PDMcXvj99j10HTNl5mWwMHDVwRYTf92xH0KKAp9atwKyeef4ULhoLlMRPX+M2QEqigpn//4RWHzP/RoxOhQO8ywcJJwmAzh3F/P4uXPn0tx+PDBt1gwj6NScKvCfeoEySmzVFyRckEUlt3vvIZAyXeCaG27uQ7TzOW1RBBHDrqMiJhrZaxgR0Ldt56i+h33W5WCfcTFZQflOPAkTrSzw1z4NvsP/oDyQeAi2Yicys0QM9aKNo6KpWaIR4ufhHiRiJDMpE1HJ18jVnyEdEYPAbmaEe+f/GzLbjOYYvNiMndFTBUoQyQFzRMbdZELY8CjeNiq803VfahExMAJrMrSdxeBr9nwZlGBI21f12YKqPwD28hKwlRWT4k3YaaW6IkZ2J273mgxEPozIIyN1gb+b9g0pq5pU3Vjgdi29ddjMHrEtk1XEIE50jf3cXJDve1o6KB8mFhFzzsxKOs2+cqIeerw+eOHYKSLon7vlWrq/hZN76QZ7FdtvEM65s6gZDRHkdropMxZJdiJi3Lt/Q/Nr+6yrIGPl7ZCx+gvgWv4JyiVSPC3a+UsouHDf1OcWJZsTI0h/VMSMBJ5DTDWKwDlHPAQ7OgEwTy03R3NwCPF5OmWdkoXn9LUmu32M1gxjQsQgLrhgZF03etx0U2JdL6kEs9kMNTU12p9hS2ZgKJDH5YA7IiOGwpypgwZgYBxO6FPdmkyMYjk2VkgKpunkw4CBWBjwB2Dtb/8GP3rtLWMDJYj+QECzO8IFk+/EfyHY+ja43/4JBJu3QHvQCodMTA2DCPWGiRg/t37Sg6lgTCMiYshiggeB+vRETGFYETOvMA+OZGWBz2wG975D0PMa85rP2XC6FoaYjkSMyWwBa2nYkiJj5ec0RUyq4LXaBujy+ohIEJ2EuKhNBPU9QhETScRgpkr0Yl0QMYkqYhDXLZkXodh5m6t1hsqHEbh60Rx477L5pNr59kubIUcKgQ3CnuGYE3OEL6rWV5XBHBc7Zlpk9tnfOMkKi9csCh8nQ+Eibuf2/FG2SPzv4eOwp6WdiKPHOZE0FA63d2vHwmQA5+5iHm+1WmluPx6YNmuGFPJzn0hgwd5/8jm67qhJ3Jasb9suUINByF63GkxRJKuwLC7UFQnzuSIGx65ouBbPJ1/9gT0HQE5wLIsFk8kMTlKjmCDYtHlCPfrVQNgdINgSe+6DRXhssOh7+dPgO/YfkHmeiyUv9pgluoCbJYtGvKPiTyTJ6RUxCOfiD5MqBr97oCF+KDcWf9H3XxTJMC9mqmTEkMVOqpCqPO8j1BPOIlNTjIhRZXa8mSyJEzHRhArak6E6W08MCIWAlJMF1qLCCEvdVAWz9DVxa7KxhzLAiBiJ5znJqE7gtmRSzszkXms0iphOVpQeS3Rxq7Tdze1xiZh8l5OU0ye7++BXm3eS6vldi+ZAZTabj7b0p2dTqqM6rLx0za3R7DVTKRcJx0RcC6pBN9lhWvIXgmvZbWCvuQjs1ReAY9aVYClYHEGcCOJQyqrSlH4Ioe5LFHIvO2NZxoCIGdjHlPDRIDK4u5cUL2hdZsnPizhHhro5ETONFTG5Y7RmGJ+VhgEDBmKizx+ADH9AlxFjDytiJBV8us5sA4lak7FtmWNhRSbZN/KFpwEDY0We/HvfEfCHGDmYKF6vbYCz7nsY9vOiLQIDxDFo++5Xt1FApIHhoe/AR3uyUCezfBE+0X/rKIeS7HAnj57kCDQPtqbCMVpMmt0HmuHoZ+8c1LEYDwouqJAwJiKmHoJc9ajPiMHO3BlF+bDTlUELws5nXqLbc844TQtDFBPfdIOtnHlUo1c32vTgbyD3ndL85ycbguS4fsk8WF3BCA609EoEDWgVEksRkyUyYsJNAajOQqCaJVGcVlEC1blZsLmuify/P/7Ei3T7WTXhjsGh8KsrzqfiLS7Qy23hEGDEDDtb6Oc67DCvMB/KrR6QVYCjAxLIigJb65vBZbXA8iGyaPSYX5RP22F7Ywt0ebzwszfe1u57cNeBIZ8bCMlworsHyrMzKZDcgIF0Rah9NyjuZirCSNms8zUR9L65nS5zzgznQQkgmTnYmkwoYgbPd81WC2SvW0Ud9H1b3xnR99Bey5FPRSYsFmFezEQB7cAEUMmqhaDrEKI8GKZU8ez7IwSaWQODlBuHiOGFvCabjRQxiEybFVosgzNiEGZ7NriWfZyuB5o2x/2s0dZLaH+a7iAFUMgLJktihekJgZURMaiuFVD8qUV60X5qkpLLfHBHNg+iJS3ZkJG9a3FEfqElJ1s3J0yOiEEitX/XPjj+le/DsTu+AwpvWBov0LzZVQSKpx1UOTBO1mQmsBavpv9RnSDyYZJVCySriNGrnbF5ZyhsPtUIy371V9jT3D4CRYyOiImywBX2ZIgfvb5Nm8c6rBaa16W7IgYtsVCNIRQxaNGcSpC0pjwzuFZ8ihoXIu7n+6DYJ+U+rojJjlLEeDtHqIhJLMsyGp6DvDGKN/7FarAI4blQVek30DcOinOkUMRYOUFjYOSYcCLmkksugfnz50/02xowkBJAa5G8UIhbk5nIx1RMdE02NeHingEGVQ6BOPdlmf2AZW+V2xIZMDBZQMuf6//+lGYplAh8wRDc8u/n4M1TjfDRx54nax/E240tGrmgz7IwkBgRc7SlkSbCSADkXHgfHKz8GPyocZbWNRatiIllTYaQ8uYDWJzQ93YdeI/Vhiezw0Dmahj6jU/GtiZDzC/Mg+3c/xgLaK75s6kTzML9oUU4YrrBWrYeMk//GmSs/iL9b8lfQMWzUHfsTqyJRIfbQ8codkdjTsppFaUJ58Qg2YpqE8xfiQ6YDyti2OIej2UkVzGTIFo9M1zX3XWLmSrm4vv/DS39bspruXkl67QbDkWZLvj1VefT9dX5kuZZjaixs4X+uuoyMIEMOSY3NAfscKSrnwJg8RhCy7zhLND0nxVVRbimu/vVt0hRg/s0kitojYZzn3jAQoasqLCgMH7ujYE0Q6p00U8wfCeeokv7zMsSfo4aCsHAzr1gstsgM8ax3c4VMRHWZE6RERPbnij3XEaAY5bEaCFybnzHnwD/qedB5eqP8YQaDI8XofZd0P3M+8C9814KQhbATmQGMyYQQ6hjDwtILojM2BHAjmqT1QJdFgtlxCCcVgu0WzkRwxWCeliLlpFzAVqOYahy3PBkXX6cPkQ8bYF5GymQDxMBaybKbCNuSkVrsqTzYaLstPWKGFsJJ2I4iWjJztLsgOLNCZFgqfvxb6DxN3+hYG6BzqdegNqv/4jsiLAr3nM4rCwaL5gzUN2gguJm65ixAubBoBUZHnMib5DyOjr20nULV8kkCoUTH9I4WJM9e+QkzamePcIK8olAKB3xEhvxEBW6NUs0EeMNhoh8OX8WK/JjZg027uE8Nd3gmFkNWaevhMKrL6b/bSWciGlNLSIG1ZII++yrwJIza9D9QpUVEooYoeCKtiZLQhGDDWxod4a5pSMhyXGs8dU1grW4EFwL5oDc10/ZL9FAa2yElWdRCsIF1684vuD612S3a7+NgTQiYk6dOgXHjoVlUQYMTCc097shF8kDVMSYrFS8wDBKhORQweLxUkHWQGJA+SRwRUyGyQd+swnUce7yMWBgOIiio+hkouu9/bDol3+Bf/KA7Gj8/M23tQk9dqPfv2PfoKLwn99mtxlInIjxdqAaRqUOZfSJ3qvUQFA1R8j8IzJiYliTITJXfR5yLvg/kLv9ERPV4RDS7QPygIdeX8rMAHNU5z9aMm3PDC+0cs5aS5cmiwWk7CzqfpxIa5ixAp7jMCgVu4sR2F092Tkx/9h9EOb+/E9Q9IPfUZHz/NlVZPOwuqJkWCIG7e4+/eRLUP6j+2jxO7tgsDS/JDNSEXOypxc8wRDZkiVr8yJyYvCn//yZq+E3V10AZnPir/GepfPhD9dshC+dPlPL7UEsyGDHyLqqMloImkGFuoATjnb2wKZTrMN7w4zElDcCF81hHYA/f5N14d+x4TR43/IF9Nn/vjv+7324owvmer1wgc+jdQIbMJBukN2tEGzeBiZ7nkZeJAIsiGJGRObShWC2DVaExbImG0oRg8hatQSknGzo37F31BZGmHWDXf6BhlfBveMesvqcKGsyS8ESsFWeQ0SL/+SzROCjWgMVKkFedEVLGAF7zeILGt4AAQAASURBVCUx8yAUn4+K21JhAZGEgmB2WixkCWrKcFEXcPQ5Fovq1qLlpA4Rytp4ihj8rOy9WLcwEjfyGBegJ9KWDGGypA4Rgx3nIicmwhYuhaCG/Enlw4h5oR4KKmJ4U6ZNKFJ5Y5YlJ0tnVztYiYH7b8Ov/gw9r22Bzqdfgo7HWSai3pIIm3z0/48nJJETM4DqlbEDO+ZUImHCBGg9BJGMtbi0eWbSihiHI2kiZjhFjCDL6xJ0PEEnBb37gWjGi7YmQ5xdUwlmPqdEWzKbhY1rpTynMB1VMajonPmdL0DRtZdFEjEpZE2GcMy9juwrXYtYjmc0pGw258ZGQMoRQ0WMxQkmB1OZiEs1iYwYLWdmpLZkh4/TYsK1cA5kLGGiCPfewXPzQDtTGtrwfKlzcMActYFd+2m+krV62aB17ETiZHcvPHP4RMLHVarCsCYzYGCCiRhUxJiRiOGWZGZOxJjtKuSHghGSVwNDQw7KWoMUFpJCThOYDCLLQApYECK6vWE7DSRXDrZ3wX9jdKEhcYNd5DZJgofewyafX3nuDejz+SkXAifaaPvz+skGOBqja9NAGKg+GAgEtcWJa4AtNoVfryDHKnUyf1LE8MJMrIwY0RkquYq0BXKAW00NBzla5Yhyb50tmd7a6YDLBUHendu9aB48sGM/TeDRigLzAxTeOdn26H+h++U30/JnZ4qYwTkx+L/v2OMTQjb94s134FhnD8wtyIMPrloMv7zsPLp9VXlxRBYLHn/RpMyXn30dfrN1FwRkGW5euQj+ev0lg14f7bXsFkk7l48kH0ZgXVU5fGrdCvjZpefAzy87J2kiBx//0TXLYE4Gs8ez5C+irmLMiEGcOaOCOkkR9X4HbRe0QxT3JYML5lRrQgjs3r9p5UK4acUi+v+hXUMQMe3d8O6ODrjimRcSVpoZMJBq8NciQaGAfealSVkT9e9khELmythKjljWZEIdo7c/1ANzZnLPWYcnROh5fXT5cmZbFthnXKT9H2xhNjgTQcRYi1dA5pqvgGPOu+h/zJsItmyHgbe+T0oZdBawz9gIUs5schiwz7oi5uuJ87UkOnylsCKGkJtDSgSRFaGHyDkLNDHrs7hETCGbY6h+Vpj17P0D9D7/UQhNoKXbWEFYh6aUIobWybkpq4ghtZaKjZbJKmLcgxUxvWz/t5cykkEAm3Ks+fGtydoeeRJ6Xn4TLAV5YLJZofn+f2qEiyBk8y4+N1yUnTAiZnDX/UgQ6joMva98Djy7f8teP6sKJE7EBFvfIUWSpXgF5RMmAzzuMVcL8zCSyYjBNRvO84ZSnmhEDP9Nh0NXFLmOU2LJbNIafPTIdTpgJZ+3oi2ZQCm3x0UVNeLvuw7Cj18b/3F7PECNaxkusiZLpWY03O+c866PSfwLxQsqNNGKmebYso/2VzGHT8SaDL9v3+tfhv6t32N5o73Clmx0+TAZC+ZS4wdiYN/gzM5gh1DEMCIGxxO6vbMbejcz2+GcM5gl4GThmcO1cPlfH4e/DbG2SAcYREwM+Hw+ePnll+FPf/oT1NczKZkBA2OB5v4BKFCDZE2GixuEyc4mVWaHAiXBID3GQGIIhYJaRgxCdqpgDoVS6mRtYPqhz8cm5frQb01qHqOD9R+7D1HH/CfXLYf3r1hIf1h8wYIv2h8tLMqHW9cspcc+vCd1gs5TEe4g6ySbW5BLxZYZ0BBRJGngiyHRXabKChExSHYgQRJs7yCrmOGIlUQVMeLxuMgTsMQIJEdFTMhkgqfWngbln/ggfG7rbvjgv56DV07Uax2QaEWBRFDLXx6G5j/9A9IRUi4rmCHxQj70vJDVv+mbVLiSJ8CyrK6nn/aNQ5+/Be6//hJYxHNbcFE7Oz+XOhyxy+qM//sHrPntQ3BQR7q9WsvmhEfv+DD89d2XwsLiwZkvuNDCRXOn1wshWYF9rcnnwwig+uXXV10AXzjrtFGFJgv7AymjBMzOYsgze+BP7zoXLphdrRExdX4HHO3shk11jUSooG1ZMsAufWHv9ul1K8FptcKysiJYWlpIobN743h8oyKmKMSOW7GvGzCQTkCrHP/J/5FyxFFzaVLPFTku2GEaC+286FfELQ8RwuJQr7qNRt65Z9Bl98ubYLRwLvogOBd+QMtmiWfTNdYZMSYr+55SRrigG+rWz4FUsmjJOuO7kHP+r3W+/bHzYUzcEhTtKPVEjCosQLl1qB62sjPonOWveyEiu0b7rLzIbEWSmxQN3ZQV4q/DrDeFMm7SDUrQnXKKGP16WUAN9EXY1U0qeA6KadSKmIDW8EPWQLoQaFLE5MYmYtr+9V9ofeBRsgxCRUHZR99H+YRt/3o64vHZp6+g1/QcHn9FjJkTMUigjgV8J54EueeopqjGgrTJkQeAxIsqa3mEyYDUCkjEJGhLhhBNNqJ5p3YI62Cx9sN5ZyIQKkfMrxJAhQtmScbCLy47F+48bx1cMi9cnEdrMkRLP/ucX3rudfjq/94gO950hK2kkLKT0EorXYDzdSJMlAAEW96KsCUT+WvYSDCUNRk2JIQ690GweQuEOnbr8mFGSMTwRidUxLgWzmU5MXsH58QEuSLGyu2CKZfKZKJ1b99bO6lxMWvNSpjsxnZEGd/X0xUGEaNDQ0MDfOhDH4INGzZAe3s73HTTTVBVxfwXDRgYq4GjWOKTNQcrOCBjTgejQ4WSABIx6SclnSwEUb6rG8UUPo9SjVBzA5OIXr9/kCJGdEXF8nT/937WMfkB3j1+62mMdEGVDAItky6eyyZeb9Wnp9XFRNuS5TkdsLggG5Y4ekC1ZGoT4LAihhV45IEBsn3ALBZbWQldjyeBpwWbpohJTE4uFtQZi8LdatH5MAjM00A8npkFOZedTxkbiKcPn9A8wdGKItDcqi2qhZ1COgE7xS25cygDQO49QQXMgbd+oFmhCLuZ8YI3GKRuRlSYxbL4Wl3BFtbn//FR2N/WSd2ILxw7Rbe1D3hIMYKkWRUv3MVDSWYGPRcJ1X0tbF9ZPAJFTCIItGzTgkDjQSz2sAsP/aURH1xQRItF2cNUYL2mHCJisGCwtKQIchzJFZQQ3zh3LeXtfOaM8CJNqGKQWFz96wch56574ddbdkYoYgo5gWrNN4gYA+kHf8OrNKahJZnZmTjh6m9oBt+JOrDPqARHdWwFmiimiewpfSMBNmrEg3P+bLBXloH3yHHwnmBj2EiB1pLOBe8Da8ka6joPdY+vck0NciLGxtdHmeUaEYPh3wL2WVey+x151G0cD+J8bRKFJV7UdHEFqsznA7GIGHxtUgSFvODnGUDa50T7sYEGMNlzwZyFv5+ZFDGB5rfo8fSazZvTrjlMsyazplaRC38L7bqzKEKBNNlQZd5kJSVmbzUoI4bPR5iNHrfmy84CSXfcW3KyY2bEdD3/GrT8+WFGwnz3i+CcXQM5Z57OHsf3/WBPH5isVmp2cNRUkc1QgHe+jxckcdy6R6+IwcadYOsOIrszT/8GBaTbqs4lyzpsLhGwJUvEYL1AlhPOhxHWZKiGEUTMUPZkglg5laCFkiBuNtSEzwexbMkEzp5ZCd/deGYEUaO3JkObM2GXjfPXdIRmTxanmSdVIXJiAg2vs/915yhUbeF5Q/F1aU1p0VC84e/rPfSwRsRYRkDEYF4Ukq+olHPMnEH7u3NODYS6wuvKeIoYtMjGNTKeH+XePlLTWCaZAGnma+synq2arjCIGA5UwCxatIgmS5s3b4YbbrgBbDG8eg0YGA3au3oh3xaMkFibzBKABTMDUBHDAoANJIZQKBShiDE52XUMEzNgYNIVMb4wESOUMNGe7pgds6WuGWrysrVJ/Vk1lfQ/WmwhTqsooa5ylKfvaBo+SHw6QxAxaA91SakMDrMCA65ZtFiLpYgR+TC4wLWV8WDUOPZk6IurhuTkFDF8AZSxjBWj4xWbUU2A5BEWwtEaS3hEP33oBFh0VhR+3e8faIn9OVMdlkLW+d336ueh95XP0OJCkAOhzgPj+t4Nvez3qM6JTaSInBhcWOPvgXi9tkGzF0Ssr2bFhaEgiqbo7/3koePUgb1c+L2PIbAwObDlOzDw9k+HfJxY0GHxSuIho7KHkbqKm+1TJmcxkUeIM2cM/x1j4epFc+A/N71L23YIzIlBBdLOpjbY0dRG1o1/2L43QhFTiCo0k4kWewYMpBNw3ejnuSmCGEgUPW+wZovcDaxoGgtiTaC303RYLWRPhuNZvCI/kqz5l55P1zufeRnGAhbMS0EC6fh/xpVcUANsnDZx5wBJ11kvbI6yz70HXEs/mtDrCSJG5aHD0dZkwSxOxHSwTuBoOOZeSyUTX+0zEUUzzKXATnwsuJlMEpjs2aAgEVP/CnuAxUmh4nLv+NtAjSlSMCMGoWXEmMwg8YDsVLEno3yYkShiOBEjlC5oTSayBaXsTJB0loRoTRadERPq7YfmP/6diBxUwgjLIVTPYOd6ELOPZJnIHTy/4rgQzokZ3/2S8ltMElmK9Tz/UXDvvDeh51EOVMs2UpYJyD3HQQ30gqVgEdgqzgTHzMs1C0gzV8JhLoewfEo6H8aZGBEjKwo12BRnOrWMwOOd8RUxovmu1+env+EgHj+vIA/K+TpFXCaKsCLGDSd0JNFxnkOatkRMa5iYcO8/DPW/uE9rdktFCOWKpuDSKWIQtK+qskYmh3qOR6gu9WqZUMcetj4yW7TGhGSATR+ovnPOmUk5PIiMpcwqun/bLu18jmSLr441Atq4lSdCb6mdPcm2ZPoGFWHDl64wiBgAePPNN+HSSy+FCy64AO6//36DgDEwbvC1d5IFGR18Ook1XjfbAMqUQMJdEwYAQgG0JoPBRAxXJBgwMBkQk20M9o7ucopWxDy2n3WWXrt4btg71myi/Al9cRhtfhYXF5JirnkIO5LpDj0Rsz6bTWiPKazILxQxeF827/bXiBhUxJQWD0lw6PNegp1dtLgdDjL38LeXFWvdRbEUMfjbo9ICA+D1nreHO7qhz2bXOiD1JFEgTUk55/wbwDHnGuq2xcIahlZmbfgxsyzr3B+3O2wsIIIdZ+TFLviv4dZaGIz9xm03UMEOs5lwkaIRMVXDW3YJP++P/edFItW+dNZpWsD2WCLYvpsusdCn+GMvsvGz44IO1bfoZy1IL4UHSQtrMmd2+HttSDIfZihU5GTBpo/dCM988Fpo/OrHyP5tT0s7tPa7aTzsdHuhKBikIhN23hmYAhjHYzjVgGMWqvswpySZkGg8LkXWVw7mucR5TENfP41HOAfQA1WdmFXV7o6vjMy78CzqgO15ZdOYKCjtNRdT0TPQ+Cb4jjw6bmSMKEaZuTWZyZZN5wvsrFcw+NtsAyl3TsJZPEFuL6kU5EQSMXy88fLmCH8jG+OjgeS1pXAJqL6uiGYBDGJGWLJnhRvslBDLq5Ac4Jz3Hvb+LdshnZDqGTFo6yOUZ2gFl0qKmOStydgc0cpJQrQmE3NNKSsLzC69IiaLVDJIugirsZYH/kmvUXDp+ZC5PLxuMJnN1PSD2TBBJG1UVVPTuBbMocvxtifDrn+yo1UCoLibwH/q+YSs5Pwnn6MGE++hv2u3BVvfjms9JnJikrUlQ4hcqEQVMdhUp6gqNdvM4k1SerIjGvrmu/oE7MnEWjHf5YDlpUXDKmJiQa+I0at1jsVQ/KUTEYPB8qjscO8/Aie++RPofvEN6OOZJakIC1fECAwmYvgY5u2AUG8t9GH+0Z77BivZhZJGDdFrJJuBpM+HQVsyAUHaNv3+ITjysS/Dye/+Ag5+6HZaW+JYIeka1kRODCJn3eQTMc2GImZqoL+/H9773veC0+mE3//+96Py4DZgYDgE2jtB4mSB1tnDFxmIAikI9UYYd8KQg0FsjNIgSC7VP77+1QYMDAXs+I5WxIjJeLfPR4HyAv/mRMx1i+dGvMbNK1mmCYbOr+BKDWGb9E6aFuAnmoiZl8Gub+2yaPfhb1OpW9SEiZgcTRHjj6OIiei8UlQIJjBWawvq7Eyyg0BYY2TE6O3JRLC5KIbv4RZ3emsy9jnTcz9AMsC19FbIveRByFz3bcg++2cguYrAkjePWZb1D22zNRqIRodqbkUTjXNmVpHn9ssffTdZiSExg4XOQ+1dsKWOdWInkp1SzIkYtIRA4uHO82MXWkcL7JILX49t64bbFO2ERKeoxIkY2d1CpBezDTFBYUF4kXjmGBIxiDWVpXDp/JnU2blxzgy67cXjdXC4vQuyZRmsqmrYkk0lTCMixn/iSbp0zL4yqTWk9/BxCDS2UHe6ozJ2hyuOPf6QDNW5g8crtFfUqzxjwZKVCbnnrCc1J5Ixo4XZmgEZp30ZQLKD98D94D/5LIyvNRknYkwmMGeU0ziG4xlaHgmVayLQLD3zuCIGnQh0ihg3b47w18e3ULJVnMVeq5GRZwgk4PQWNGg1Ey6YVYEld24E2Z2qUPx9oHIrtQhrshRTxGhOEo5CMNvZb6mmiCIG902EyWIfEREg5oVMEdNPahZUw+gVMUjCYKA8KriRYPGdrIeu514FKSsTSm66ftBrk/paUcHHs+2E6kYoYrzjrIhBZJ3xPcg+716Q8hZQ97/eWjAe/LVsXAk0bgp36iO5SWTL4CKwteJMMGdWgX3GxqQ/n6aISZCIQWtbYT+Lc7uhlCb+UEhTtyMSabQV7gnYuLOstHBkRAxXCaBqQK/WSVdrMnIUkCTofPolOPGVH0Dtt35CmTFC6ZGqkLLZXJdgtoE5IzLDTMzJkXAJNOH5WdHOKex2dqw451yrU33pXjMJeI6w182YHyZislYvh9IPvxccs2fQduzbuoMIyaLrr4A593w3Yj4jiGIcO0R2zGSiud9NTgPYpJLOmPaKmN/97nfQ2NhI2TBFRWNvG2HAgAAWX83dPXEUMYyIkRwK9KWp3cxkIBQMAeisySx82xrWZAZSgYiJUMTwyTWuKXp87LonEKQsEOyeX1cVWYhByfv3LjwTvr/xTHDx0MZV5azra0ejMUbEQz+3JcyyWaHEyibqrza5aTGHNnCICp3FCy5mhSLGjhkxuqJNPJsxgWD78DkxmsVEViYUXXsZ5Jy1FjKXM5ItGqiIEYoqLBB9+4L19P8b3X1hazLdZ0tXRYyASbKCrWwtBcgjLAVLtA7z8YIITI1V2BRqtM9vWA1LeSci+m8jXj5eB9saWihAdUkCWS9CEYP4v3ddOKibfSyA+7Q+UyeoI2Xi2ZLRpSusiKEOVV8XdfLPLizQFv3xto8AFooaPvl1aHuEFaGTwYVzGOGD2Tuo+CoMsUKFsOAzMAUwTYgYVkDZTM1Utspzknpu98uMGMk9f8OwCj5BuughGgpQMTMUCi6/gC47nsRu9NH/LtaCRZB1xveJvPUe/BvlfI01MKRYT8To8yYQyViz4Hf2nWoAs9MBIV6ItvA8DkHE9HG7p6GKerZyPB+bIND4Bqh+ZmGGXcx6IkafYUKdy1rH8/hmcYzKVu/U89Dzvw9C3xtfHayISTEiRmSrYic5hbSnlCLGP7KMGB78Lqx/kDTFHAZLdiapWkRGDOa/mLmSG+3J0Ca3G8lVVYXCqy9mSpkoiC5273GWESWsPzE7ypzhAs+xWlDRFnQcYbZlgSV3tpaPESsvBhVwfW9+Dfx1L5M9k7DyQxWN0l9P94e6DoHJkU/2Y9HAXJjcjfeBlMXma8lA4cSK5Ersd2vlvxc228zSiJjYBIdY90WP50NBuCbkOx1w65plcOWCWfC+5YkrLaMVMXryJV2JGOfMKpjzi++AY0YlWZLhMZLD7Tx9DaPPHxovmCxOMHMrYNw30b5SD7ODEzG+Tgg2b9U1SKmRipiMEnDOfx9dtxSyDNlk4a9ndmOiIZA+n2SG4uuvgHn3/gDm/+kXUHPXl2DhA7+Csg+/F2zcwUFAOEZkn7FmRO+Pln7n/fU/8IF/PjOi50e/FhKiuM6KlfWZTpj2RMwDDzxAGyI/Px82btwIubm5UFhYCB/+8IehoyOxMF4DBhKV0RX5A2B2cEWMfbAiBu9D1YyBxCCH5AhFjMXOtq3KC+EGDEwG4drHO3UiMmJ0pIxQx2ABBSXui4oLYk4mvnn+OvjauWsH5VcYipj46OdqOFTEmANs0bG3R4aT3X3QwEmRSt2CNcKarLyULB/cew/F9B3WW5MhEhmrhe0EdiajbcSMr31GW0xHY76uy2h9VTmcM7OSAtNf6mDfA+0l9NZk6aqIiQf0/kaEOsaRiOnlipgEs0jwN0D87q3d1Nl4emVZRChqPAhS7aaVi+BCrgAZa6CtG5Io5MOusykb9DixmOPdd8KaTO6rBe/++6m46Fp2G40v2GF2+XzMVBp6cYPh33J3LysEJYnzZ1eT0o+ImPYuKMSGCixE8WKogamA6UHE+GqfJtIJLbuSsSRSgiHoeX0Ldfnmnr1u2HyYWERMFSdLh7O7cc2bDa7F80jt0beFdZWPFtbCxWCrPBtUfzd4j/4LxoeIMUVYY9nKz9SuS5xMTgRoNYoqA8fMagjxApdVkiKsydxWC1mxYAZbvMI02mFZy9bTd1a2fRXk/gbWvYz2S7zILBQb9BmzqsIdz77UrCcE23aAe8c9pOaQe45Svk2EIibFrMks+YvAUrwS7NUXaoqYlMmIkUeaEcPniLzjHJXPSLKg6gUhrMko84XDyi3GsINdn/UQDUHueI+djHgeEjyuebNorYwk5URAEKlIrkQj2LINQu27wb3jl+DZ+we6TSgAAs1buLWfAtbi1WPuXJO0IkYQMRlOyLBZqWkFiZg9zYOVPtGZoHUJZACLtSIqYrAh78mbr4lrpRsPhRlOmmNhRkykNVl6EjEI19yZMOdX34Oyj9wI5Z/8IFTefivd7ueWwakKQRyKc0QsazK0u9SUMLKPspAi5+5FYK+5CHI2/hHsMy4a0efAJgOTRQIbbzKLBtpnZ69ZDmZ77Hz0gsvPh4rPfgQK33XxiN6/w+2FnS0d8M+9h8HH5/wjBb6WrKhaFlI6Y1oTMZ2dnbB//37Nouyhhx6CU6dOwZe//GX4y1/+AhdddBEEjNBvA2OEkz19UBIMgOSMoYjRiBgFMvoHtJBuA0NDDobApFPE2B0ss8FQxBiYLLiDQS3wGi1FvMHgoGwYcV0UUGIVWWIB/YJxcv1O49QqwI+XNRkWqRUwQXvQBm+eaqSib7TMP8QL87jotWRlQP7F5xF50vrQv+OqW0TWi/Cd1wOLOI2/+Qu4NzHfYrKY4IqYRIv3ggDAYtFFc2ZAE194IgkT6uph7282RZAyU4eIMQ1SxCiBARaSPAad10IRMyNBIuaM6nI65vbz3zoRWzLEJXNnwqsffQ/88ZqRLZoSgVDAoGWOObOCdY76uoZQxHAixpZFeTFol6MG+sjOA23hsLvz8B23wC8vP3fY95Z5QcFfh+HZrJCUKPKcDjitooRs2/5z4BjlwyBECLGBKYBxDHJPFahyEPy1z9FS2j7z8qSe279tJykssfChL7DGJWJiWpNlJ2x3U/Led9Fl68P/GbNcF+fCm8mizHf4YepWH0sowQHKhNF3ENsqNoBzyUfJ4iWWPVE8CFsm7KoOckWQlZPpQhGD2Wz2qgoAWSYyJh4y13yZFcKC/dC/9bs0fuo9+zVrMirAVTNFieRIWUWM3MMzQnhHm2iCUINujYhBRdFYKKnGAmZbJmSf+QNS0gr1ESrS3Hvuiwh2nwyI+YkpQUUMrlNDvf0gc0WGIE0CrR0R6hVhTaZXvIisF7LSM5uoSB0Lwk7Id+JkhDVZRE4Mz46YKCJGHhhcOA91H2ZXVJnZrZotkLHydrop0PAaePb/ma7bk1QdJgLFm1xGjLAmE/azXzprDZ3uPvffVwaNrWKtJxTG8RQx3395K9yzdXcEeYMZMSMFNgvh50P1zlGeC1OTlw0dHq+WYZqOMFutUHTd5VB4xUb6vfCYIaI9qrCP664TX7sb+nfEtuudSEg5NTHzYfRzcmZLFoaW3xjVRJWsJacAztHRUcFWVjLiHEbJ5YKCS86j32AkEFl2QVmBnaNcuzb3s/NTmUHEpDcaGlgXwJIlS+CnP/0plJSUQE5ODhExN954I+zcuRMefvjhIV/j+PHjsHjx4ph/Bgzocaq7D0oDOkVMjIwYvG+G3w/1vUYYdyIIYQFHd06y27k1mZERY2CSED3J7fb6aXKuV8SI60N1u8YCWpQtLMqnwHkMujYwBBFjs1BROihlExnzWm09/HrrLroPsyoGKWL4wrb05uvJsgG9iLHrHxfFomNOKGKcc9jEOtA2uMu168U36Lm9jzOPa7nfDSZU58TpMtJjbmHuICUGWmP1SRIoZrNmRWavLgdbcSEE2zsp2HWqAPMH0OIFiQPZwybqqiLDwFvfB8+uX4PnAFMwjwURk+gxl+2ww8rysK/z+gSJGFS4nTOrCmyWSCuCsYTIhEGrAmvRcrqutyoT0HfVaZ+Pq2Kw2Olc/CHtdiRjhBXikO+tKygI7+lkIHJi9NZk5Gc/gYg3d8d5/Xhh2qwZpoE1WaDxdepctZavA4l3byeKrudeocv8i4cmPcUcoVoXmiswp4AdL0cT6HLOXLUUnHNngu/4Keh/O7ZyLllImWXgWnob/dZjMTYLUJh3yBthSybgnHst5F35b7AWr0z49by1LHPMUVNNRSCEVRpMxDiq2NjuH8LqxiTZwLXi0wAZVaAMsBqCY967tfuFSkN0QFO2jbOQcm2GayTwHfsPBNvYHGWioPh7I0LOg7wJQp8RU/vNH8PxL6MVXWqBCDB7Lqi+TvAffwICzW9N7gcSRFACGTFIbNV+62csGJsXJUUjQqCVNU5IfI6CBVC6XzdnEfNVsV+bHbGL9iJ3JtDSPpiI4TkxnsPjnxODoIynOIqYUPcR9nk5wWorWw+WouWkipH7TlJTla36QrCWrBrzzzVSRQxmxCA+fvpyWFxcAK/W1sO/9h2B5r4B6OBkjSBVhK10LNIcswfvfHETfO/1tyEoy7qMmJETMYjSTBeEFIXcALD5bCm31D2exqqYaKDFHijKIDtpPMcN7D4A3S++AZMNx6wrwD77KrDPvGzQfYJgATznkSqOWdDJ7maqG+DcHeuDyarsoiEsN2l7TRIEgYnYWteclkTM4nFYM4yMFpsi8HjYThFrAXT99dfDP/7xD3jxxRfh5ptvjvsadKDE6RTp7Y0d3pVuQLWQgdHjcEsbnEZEDNtfBgJmMPF9RFHZBEByKTCjyQ8HmlthYVHsQGcDYXjdbjDZwh0oTrsMWJZ09/SAmsTxZ+zjE4upvL0bowLc69s7wBTwkzpGu62jC3pLC+Ao73wrtFsSPl8sLc6n7vw3jtbCxtmDpc7TcZvr0c4VKK5QHxWIhFXIgzsPQEBW4IyqUliSm6ltb18nUxB4UGHCb8u57jLofuBfcPTT36D/pYI8qPjVd8HTwR5rqmBFbE9zS8TvpgaD0PK3x+h6sLUDerq6iLyR8nIS/n0XFeVBY58bFuS46DkldiuoJhO4HXbI4gtGU0EemFE12dIOncdOgC3G5Lr/pU1gKcwD53Jm95UuULLmAPSegL5Tm8Fcfh4oRx8ElSs//LVPQ7D0IjDpil3J7N9oA4gdiQVOBwS9HugNi9SGxLryIk2FtignvO9MJmju2babOpk91ipQXazj2tO4HXxZKyIeq/SywodXcYJPzDnsWDg+BlBzPfT7TAC+5L7TAC8WIbp27wdl9uBuv6Gwviycs1PFu0gDduuEbtt4c/exUgxM1zUDIuD3gXUKfq+I3/EwU03KJRcm9R1D7Z3UqYvnBWVuzZDPPcSPs0KrNOhxpTZG8h5s7Uho/Mu8aiN4f/57aHro3/S+Y2Hxo+atA3A8AqH2XdDTsAdMWaO3YRT5K4rZOSb7Tv9RRhSHivOhp48VQlVZZq/NSeDugQFQuDVoLz5+8bwhX9M742Zw1j0EpsqLabwV46oq873eZIH+oJPWeIoVi98N0Fu3HcDiAlPOnMHf2dsOyt7fA2RUgLT2ZzBRUAbYHDSUuxKgZRv423ZDqLcXZC/bTgM+BdwHj5KFVU9HB5hidEOrgSB0PfhvyDzvDLDPSu48QPOkR56EvPdfo+WZxEOsfdy0/lcADf8D9djfwNN2EHxZrCFhMqAMsAK3P6hCcJj9duC1LeDec4Cu49nG5HSAV5UjiBjF6aB9NCCx41Rx2rXjIaSzt7XMqop7nPijGoD8tvA4Ipcx8rj/wJGYzx/rNYMqM0Ip2NcQOW+WA6D0HAewZoO84LNgyn0DQoWroK+vD9T8lQCe/wHYCyFUc+O4nEs8XWzNFjAldq6q51ZfGaBqj7/7vNPh6keehff847/0v12SYM/Hb4DGLjaWzc3NImX1qa7eQe/xtWdfo0tZVWFPXSO0DfBcyWBgVN+3ULeP1ORkQhVX8Oypb4LZmYNJnmePnaLGwfctHXrsSykUs3lk95Fj4NJlf/adYJlI3tb2uNtw4tbEJoAZN0I/8mtR82ztfIHA/b9wLUDXQfB0ngSvowFlc6Dayka93w8c4URBUcGkzcdO6hoX3zhxCj68dPB5MFGc4K+Va028dpKqa4ZpTcSUlvKOwBiT0Xnz2EDU0sLkYfEwZ84czd5sKgOVQgZGh3aPDyr8fjBnsP0tp6CSwooRwUA14ClBylRghs8Ph7x+Y5snAItZAuFcgF0DTrkfekEFhyQlvf2MfXxiMVW3t9obqVQJWaz0p4cXTPT927maYW5JccLbY92MSnh431E43DsA1xv7+CAE+fm8EtccnQCu7FKYnZ+r+SR/64IzI7a16KzJq6wAM++Ozb7+CgjsOkDhhhSc2tkNGTJm/7DfK3fRPOiFp0Ht7ot4rY6nXqDHsh8+BPbufrLoseZkJ/z7PnfL9eALyVDCixJLKlmnVLc9TMRkzqiCgNUKvr2HwNbvHvTavvomOPXHv1PmTekfMWAYwFfXSHZrFZ/8YERXZKohUHE6DDQ8D+qh3wO0vgZq92EwWbOoUzLQ8CpYW/4HGcs+FvO5w21jVJH5ZRkW5xUkNf5snD8bfrN9H8wtyINZZayzcbKB+QS9gR6Q8uZDTkEpKJnroGf/r8DUe2jQd+uT+wD3oqzCGSBlsfvkZR+BUMcasM24cFCAaCLo5zlYCOVkfdLj+caFmeSvjrk7M3mhKaeyHDIm8Lxw8ODBmLePpzpluqwZgn7flD7XBzv2Qf/ASZByZkH2jLVJkRotTzxP5wW0+cjND+eCxUJtDyvKraqphJyojm3crEUZTjjR0weujIxht3P2eRug/9/Pgu9oLVhONkLmirHZz33zrgHPnvtAavwvZK39+qhfL9B8CPBb2/JmQeYY7DvNPEOgcPF8sDUwQt3lsNP2KuB2T4pZgrwFcwHP3mpjawL77BLImf+7QbeG1Ero48HMOXnstx3ILIFA935Qdv+Q/s9Y/QWwV18Q8bxgsI7WgOBphuxMl7Y2HG/0q15AKiqrYgX0nywAtf8UZNmC0OuuJ4IgK7dMy9x0yQC2wsHbpXfzdhh48Q2wBENQ/JVPDfueSOw03PMHqP7qZ8C7bRd4trwDGVXlUPChG4Z9bqzfJQSnQ9+xv4HF1whZkzjWeNvMgDM0Z0YOOIb4HGib1PD3J+g6ho9jRoslMwOyCwqglRNbCFdRIX3fUH4e4OzVWRiet6jlpbSvInKXLYq7v9qrK0FvApRTUR7+bDk50FZWTErrDLOFrHmjMbZjdw50k4KpDbKzM7V5B9oa9qkyWPPnQ1Z+EUD+tdoz5IXXgzvQBq6FN4Elf3y6+T0KK6JmFOQn9H17uA3WzBL2+yCuWp4Dt51ohMf2HyVCpdvrg1q3HzwqOy/MKMiD8uwMaOpzQ0ZmFli4Iu/VE/Xw2qmwQqjZH4RefxAkswmqi4tGRZZXomqqlqn25hcXwmJS5eyDJl9g0PdEC+1bn3oVPMEQfGjtCnBarfQdPvGfF+Fr554Oyzlpl2oIzq6BgRdeB6mzN+I79fCGSLUn8vZopMLcpNuaSYpJtFu0Fc6GgSMAVrkHHNYAnUusmaWjHtc8fP2bPbtm0r6zW8dVvNPSMarP0cuVrTMLEztmU3nNMOEZMePZaZYsKioqwGq1QmvrYD9Yu50xyY44ck8DBpJFd30TWEAFi0smObV+om12spOclA0ww++Dw+2pET6Y6pBDMpjMKiiqiTrfLZIKJis2ERgZOwYmB72+SKuoHq8/wpZML1dP1poMsbqCjRVGTszQ1mQ55gEtYPesmgq6vqq8GC6aG9mxixkxUqZLI2EQ6KE7+0dfh0V/+w1knb5S61IU1mT20mKyMQi2dWhzGrQIa3uELa6dc2ZGeG9LScinq3KzYa4uKwZ9nRGt5nCx3F5eQl6/9Lli+Nn3vsEsOoKdXdrn63rhNeh9cxt0v7oFUhkYhuxaeiuzpCDfcDNkrvkKuJB8kRzgr31mxH77Iii1OsF8GIELZlfD2TWV8On1kUqTyUSwg9kLWQuX0SWe/6SsGWT7IXsiQ2MV/r9mg8BthShgfAQkzCBrskPHk57bo2WbsN8rlVknsGWCrckMjB9COsXUVITv+H/o0jH7XUkVy9DLvuv517ADEPIvGtqWTFYUONbVA4UuJ+THsc2ZX5hPdlt1CdgZY0B38Q1X0fXWvz02Zutx+4yLweQogGDTm5q11WiAwcV6m5ZRvVb/AGUI2MpLyOIJrXriZcSgdRvmbYwmMwNzYaylp4N9VjgzSD/uItzv/BJCIpslaoxGFa88wDJtJgIKD4XGzFJr4RIKRO977Qug+rvBVnUe/rraY4NcORANkWkilBzDoevZlynbBHOSQrxxxb135BlDUvYMUoaGUFWRAtZkw9kIdb/0Jsh9/ZB30TlQc9cXQcrJBkdNJZh1Cga9FVkGEohlxZC1ellMazKR9RILIncm1vPoufPZc72iY36cIWWglVQIFE/HoHwYS/78wY/PrKBMIEv+gnH7TIonyYwYbk1WnMEUJgL3XbMR2r/5SbjjTGavVtvdq2XEFLicZC+Jqmy0lkbg+HvnCywbZE0laww/2tFD68M8h2PUikV9kDnaWGJDGuKYaBbT4bkjJymbGD+faE578uBxeGTvYbh3y05IVQirrWg7SX8jI9+DHd0pVXeOBXF+QCJG4pbBiqdlULbjmFiTVTF7wMlAG8+IERbRmBE5UqD9H6Ise2KtycYDE07EPPjgg/Dyyy9DKsBms8HFF18Me/fuHXSgdnSwk8SiRell62EgdRFsbAGzUyXiQO/Vrh9oLdkATlWFjiHCIg2EocghAAklvWYw2dkEE63f5DQOozOQ3ujTdYojsKtIeP7mOxmx38Un5w28eBIriDceVpQVYw0H3jHGiKEzYoAtJszOAnjf8gWQ67DDjy4+K2Jxo/j8pHgZSiFiK2FjNRZzQnzyJ2VnUkYLqWX4oqx3y9sQ6uqB7DPWQPYZzG/dc5gVWyxZYcl8ssDOtJJMFzToPjeSMBoR09wKis9HfshiHoOECwI7WcUiM8Q7xCjcNYWBv49jzjWQc9GfIHP9XZC14W7yBcdCkWPWlVjJBO+RR0f02iIodUaSREym3Qav3XYDfPaMsfcnHylC7TwfpmipdpuliBVq3G//BPz1r5DPdKBlG/OZtmaByTJ2jUWCiMFCDxKUsQjB5j8/DLXf+qnmwR6NKxcwj/p8zHrTeeQbmAoIWzikeiEkWcjuVgg2baWGKluS4dG9b2yl80TWmhVg45798YDFCrQ0nacj5qMxn1sYH+tKzJ4jZ8NasM+oBPf+w9D/NrN8HC1wXHHxnCkkGdRg2At+JAh1cSKmYPTrby/PrxJ5GOGMGEZAO7la2RsKUSHWMaMKgh1dEOgYGdlvMlsha/13wDFTT8QURD1KgWDLtrAtk7dDK7oh5D5mqzPWkPvq6Jygh0oZMSbK43EueB+tTfGzYHaYa8lHQfGG57PBGAVcPQGTCBGDYwHOVej1Orq018ScMZzHjASY24N5MUgeYS7gZEHLABrmPIvZfois05bTPHLBn34ONd+6Y1COoIXPU1A1s+BPv4giYti5EpuI7OWseBsL2DBk4o3FJosEEs81iSZxJjMnRuTDoLp3MiAnS8TwrIuiKCJGYGY+W0+c6GKkish7EfNOMQ/d19oBb55qpNzPr51zOt22u6UdfKHQqPNhEKW63xpJGJEpdqyzB0KyAi8dOwUBbpn96F72GyAEESMIo0Ptk3dMJU7ENEeMMYHGFs0uWjTQpSqQ8LYULgNr8SpqQMPxWHG36LIdx4CI4es+e8UkZsTwtTLmFSHe4kpVPf6wfQ+s/93foXaY+UwLf62yUaytpy0Rs2bNGjjnnOQmruMJzH9B0uWNNyIDnbZv304Fgfe+972T9tkMTB2g7DOjqxssWWwRwAbbMFAdg773kgMLEirITa1TbvE6HsDuQqaIMYPJxiY/kkOFwAgn9AYMjBa9nATM5IHXPT6/NhkXBRW9IgbteZAkSKYojF2wWKQRgZAGwuj3c1sHmU2+TfZ82Di3Brq/9Wm6jFbDICwxgpAFbKWCiGkHWXg3Z2WBtYgVV4LtbLLct/ltusy7YAPYRYaMpogZ3WRxZl4OtPPCEbJw+JlQFYPwnWqEE9/4MZz42t3Q/s+nyJbMdzLcUSsKHeJyqCDiVAIqNWyla8DKyQWEY+61AJId/HUvgCqCcZMAHjOI6iSIz1QEzg2CnftoCm/NXxQRCoqd6aHO/eB++6fQ+/xHYGDLd8hnGq1yxhIhri7KWsvIqeguclVWoPO/L1Boat0P76VMhmjctmYZvPSRd0Om1wdmpwMkTlQbmGJQY/tqpyv8J56iYjqG7yZjIYXHbfvjz9L1omsvHfbxRzh5PhQRI+47nGAAs0kyQ+nNLFy+5a//pNDwsYCt6nywlq6lAmvfpm8OUuUJBNt3gb8ufjOmqgQh1H0UTNZMCrsfLUSBWXT+h4mYwYqYiML0wZGrYqJhdoQLaY55bNuHOpnFiXvXb6DnebSJxPGcQe49CWMJ3O98x/4DvS99HPo33Rlxu+LvJRIGz7e4vbPPvYf264w1XwGzI4+aTQSEeiUaqAym+7t7qbllKOA8ShARqNjVVDayDO4DR0f8HdEikD5Dby1MFtQEFTHheWeWRgCYJCmGImboeamjpgpyz99ASrd4wDqWUMXg60WrLARBKZqGxhuoxEXIA03gq30O/A2vkzUZfb68eZNKxCBplQhaBzyQ53SQqjcWZnIVe213n+aGQIoYPu8UyuzH97Nt/v4VC2FBEbMx3FrH5uf5Y0HEZIWJIiRhkAiymM1ExHz08efhwj//C27593NUn3ryUJiIE0qFRv45U5mIsRbmE9Hoa2Dh9ghsdNCPQ0j4pjKc894N2Wf9iBoakMhH4oXIeU6aRzduJwuce2PDHhK7sewHJwrtvF5x1UI25myNScTspdsv/+tj1MQaD82cXNOTjemKCSdiUg3XX389bNy4Eb70pS+Bx8N2Ep/PB7///e/hjjvugBUrUseKwkD64nhnL8zw+0HKlOMOrGYX+oGiWkaFqr5+aOFdCQaGVsSYuCLGbM/WFDGBIQZwAwbGEyJHpIZbAJAihu+PwnKq0+sl5QaSNmhLlqwEfXUFK8LvaNK7PxvQK2IcMlvsmp2xPfhDPb1aUUx0HsaCrbRYU8TIfQNUMEYbM1sxI2JQCaAEAtD/zh5aEGStWqp1KIourbEgYjp45y4uqs02m/a53PsOgecgK2C0/v1xaP/nk+xJZrZPiUIHFj3SQREzFFAVg+QMhLwQbGHEVzI4xTsR0SIinYELNNXXBVLubDBZw4ttLKTlXnw/ZJ7xXbBVngtS3gKwzbgIXEtvo8LaSNHz5jao/8V9EWQKFpNMDjtkLlsYk4jxN7doi2E8Nhp/98Cg5hKz2QTnVpaC4vYYapgpBpzLauAh1FMBasgL/lP/AzBbwDHzsqSe6957EHzHT4Fj9gzIWDq87dYRXkAaiohZxhsF9rYlruDIXreKCrC+E6c0G8vRAucwGavvAClvHsjdh2Bg2w9AjUHAuXfcA+53fgaKPzZxJPecIOIYrYhMJvPYETHzWKE+OIQ1GT1uoSBiRk4KREOviHHMvhrAbINQ9yFSUAQaXyeVZ7AtbP8j940tERNs2wGevb8fpEQA2UfbWjSx0Wd15EHGik+DrYSpemXdWkrMJdRQCLpf3QyNv/kLDOw9pFmTIQK6QOZYEAH19Nj2TrIO0u7bG9t/PxkiRu5lCqiJhqrK2nsPpzwVatJooiWaiJGGsCw2W60w77c/hIqP3zzsZ7NyJUS0LZlQ2yB8nACYKEWM99DfwbPrV+De/iOaz+DtZtvkNMgkak024A/APZveoVy74oz4j53FLcCYIkZnTcbXGcIa7D+c7L1m0VyYlZ8DZpMJDvPjAR8/poqYArRuN5PVMSpe/rqDWUj+ffch+PzTr9J3wvdHYI6NXhGDjYPtXIGQakAS0s7nkEgE623JhlPypSrMaN8H2Gx1YEwUMUh+qyEZ7JUTZ0u2vaEFrnnoCc39Q68kE0r4rXWRvxOqtPa2sPPHwfYuuP5vT2mKrWgI1ZaebExXTHsiBiePTz75JKl0LrnkEvjYxz4G73vf++ATn/gE/PSnP53s38fAFAF2ts3x+kDKZIsAKUoRox9s8THzvd6U7kJIFaioiJHwlCVpiwmzQ4VQVE6HAQMTrYgRMnRUxHR52WRkDp+g48S2vif5fBiB1VwNYeTEDEZ/gB37thAr9Jgd0bYgAP6mFjj0kS9A55PPA0gSZK1lOTBDKWL8Ta0guz2atYNrEeve63z6RRjYtZ86R9E6Au0l0I9ej2QyYmIBF08dVkbEiNfG98FuMIS1uBAK33UJyfDRfxyRzZUK2B3GFBTdWhEAffPTFbaKs+mSClhJQlhCpLsiJkRqGLTuGRwQaTJLVETLXPNlyDn3F5C56nZwzHlXzDlHomj/19PQ/eIb4D1+UlOi4sJXys7SWZtEEjFYcEZkr19NBaCuZ16Cjif+N/i7dLPj1Grkw0wxKFNSEeOvexHUoBtsFedQ/lgy0NQw11yaUPPFXl7gXlgc/31W8hDlZIgYfO9SHoze/JdHKN9sLICF1OyzfwpS7hyQu49AoP6ViPsVfx8oHtY8IsdQLsj9DRDqETZFo++Ox/MeWl6hJZNjVjXdFuRksqaIsXAiJsSImIwFc+kSrdvGCmZXeD6A+4wlby7tQ5QzpCk7lfEjYlojmxbQDo3ekWzJcC4RvzFBbxcmSJOGX/8F6n/yW+h8+iVo+cvDEZZkw9mTCVsyTWXc10+ZfHTfKHJiLLmciJmknBjvwYdIiWrOrBo220hTxEQ1AOF2wH1VwDJGIdTWfK6IiWHBi+QPzh9R1TRW48BQkDJZMRht5ND+zlq2jvJ9bOVnwmQhEUUMNngtv/cBIi0Q1y5m40QsoJUwEryoiBHuB6hwOaOaffc/vb0PDrd3wc6mNiLZcXy3WyxQxS2b6PFjoA4WGTGYMZbDST5hT4aODT+4aANdv2/bngilglAbCCIGkcr1qOicGD+3JTNxq79UV8TEO1/IPUfHRBEjtovYThOB/3trN/znwDF44mB4PG7nGTFnz6yEbLsNtje2EPmi38fQlm9tVRmsKCuCl0/UwSeffDHmeR0b1fEYweMm3THtiRiEw+GAn/zkJ/D666/DfffdB4899hh86lOfGnVQlgEDAkfaO2CezwvmbFNMazK6zclus2QqsMDrIUbYwNBQMSMGT1ggUbc0244KBA1FjIFJVsTM4MVeVMSIybiYBGNmDNqSjZSIwdB5hKGIia+IMQcFETO4iNW/bRcRJ9nrVsOCP/8C8i9kxf1YsKEFmdkE3hN1OAOkfBhE7tnrwFZRSoWFlr+yzJKc9SykEy2WJF1h2ZI9usI/ek4fcTpBMZshgxNAiMwViynodeZdX4TSW96rdTdiBkDmclakD3b2UI6NGmCWbemuirGiIsbipOwT7ChWlRB4Dj4EaseOKI/oTeSJr4ewhEg2IybVEOxg3YwsXHn8EWhh+S9BPieReSHJnMMs+iz5uXR86It2XkHErFsNNd++A0w2K7T85ZFBhbpgFztO8TUMTCWoU46IQYWH79gTdN0x5+qknovqyP63doKlIA9yzlqX0HN2NbNjZSXPA4uFkqwMKMvKgMMdPeDjqo5EkLl8EZGkWIBt//fTMFZAaxXX0o/Rdc+e+0D2hLOj5L6wWiHaQirQtBl6X7wNPLt/R/9bcuMXOhMF5gTgWOWYNYNUpHpFDFr0IFw2VsjxBNi2w3M6jmneYydJNTsWwLUJWn7lXPxX9t68UO899HDkAy1OUgZgRstoc3b0ELZnJhs77yEJRJeciBH5mrEQYU3W1U3qFyTlUeWL+SSU7aLrekZyZSgMoOrFbCISAsl8hHP+LCqCo0JrpJByWBE51DvxREyo9wT4Dj8CJosLstbdmYA1WT/KQQfltSBEngs2COH2HQtYuKIunvKbCrSqSs1GE6OIMSPrBJlrvwlZ674FeVc9Aa4lt8BkQey/Zmd8ImZbfTOc6OolN4I9n70Z7r74rLiPxdohqthx7Xeyu5dIXyQ+VpQXw9ULZ9Pa74aH/0uPfdeiOVqtcQ7PlhkrRQyuLYsynLChpkK77YLZ1UQSPXLjFfD1c9fCdZxQwts+chqbTzZxtYG4RKRyPcrBlR7CgUAQMWKtlG5EjJRRGjFvGpwxlhzEdplIIuY4n9eLhlOREYPHAdqxI9mCKtQ9uvPFzmbWpLFhRjn89+ZroDw7k0hLzDKKXuN7giGa90wFGESMAQMTgJbjdeBSFJAKLXGJGOGdaiqxQo3fD8eMMO5hYQqxbjIFzNpiAjNi5KjAdAMGJgp9XI01g/sE93j9RLwgijNdlAeDcvWGvpETMSs5EWMoYgYDJ2l2iwSqr5s67WIVGXynGugy/+JzGdEyBLBL0VpYACofUyxZ7PdCT+/SD1zHXq+2jilrTg8rayxcSYOIteBOBrioq7fb4ffvuQaKb7xGu73y87fBwgf+HxEwaJdW+flbSX1QePXFWmEbiychbksmoA+2TDdgkcNWupY6iQMtb4F3//3gO/R3UPb+nJEz2AW95z6yxul96RPQseVHsPXQLrodFTG4b8QLWU0XYOdtPEXMmL9Xv5ss+YSVDN3GiRgsxmERgVQxigKeo+FObqGecc6eAa55s6Ho+itIsdX858jiIyq2ENYYtikGpgYRg7Y9UwGoLEBrJ0vBErDkMiVYouh44jm6LLxyI43Vw0HYdOB8YTgFH84HZFWl8OdkUPbR94PJaoW2R58a1lIqGVgLF4NjzjWgBgdgYNuPiSyPVsFEK2J8x7mlJocllxXWR4P+nYyAEE0JegsyYUkWrYjB8SxrzQoqTKOl4lgB8y8kV1HkuK0E0GOKrMoQkrNYy/KS9RZio4ASdNO2xq5qYd8liBglwBUxOmuyQc+PsCbrgfbHn6GxvuDKjeBaOJeusxcxDauIwfMG5sw4qioibHKsBflkuYpWlkKdMBI1ljmjFJSBRlAC4eLfREDuY4VCe82lw2ax4TwEVcmYDxMr20XYk9H9Y9QMrCli4pxjNUVBlKXTeMBsy4TM078KWRvuBmvRck3FO5mQPT5qFBlqXN7XyuY+1y+ZC0t1c/uh5uwILBgjqSJ+y+9eyJQ/uznJfs2i8HlkFl8zjpUixmWzwsHP3wIPvSdsofnFs9ZA952fgsvms7Hg3ivPpwbBj5++XHNswIwYPP/o7fFTWxETTcSwy8xli9LUmowTMUSe54BJYueHkQJzQxH2qomzJsMcIkQdXyugxRi6gxTw/XpdVdmgnJid3Gp9ZXkJVORkwf+7/Dz6//anX41QzoRtyQwiJmFg8D2qTRK93YCBqQY/FupwIMwZLFUXkDJZMKW93EoMaf+xyQsdTBdIXjYgyxhwZgtnxMgTILE2YCARa7JuJGL4YhYn1zgpHwgE4TifqFSNwCYp22EnSXttdy/c8fSrWriiASRigpBjsxIRY7LnxfSZF0SMoyaxAHORx4IQihhEzllrNRVK5tKFEUGIVm4Zg7DonjNSazLEAX8gYrGIizv0ChfAgveiv/0GCi45T7N6wuKJWIhgvg3CV98I6QxbJVMweQ/8FXzHHqNOYuweG9j2Qwqp9594krp/MYTY3PI6lO27Ez76t4dIGo/EJ2aTpCsUXxcVg81ZVZoKdDyBIZ+DQpm5skh42IsgbMwrEsUmVMigzYq9inVjFl9/ORXbMJNCPI5ek1uTGYqYKQbT1FPE+I4/Ec75SAKhvn7oevEN6nbPv/T8hO2M0aZjRVnxsAVZYU+WbGOGvawYiq69DFR/YBBBOlo4F39Iy4vBcRoRwvwXjkD9S+A98ijZkQWa3wI1FKkAMcWwFE0WA5yIyVoZVg7qMxtiZcQgspGIwaaabbtgPGAtOQ2ci28B+4yLIWPl50DKmanlhLJ8AJYDNhYIUc6AQuQPWkElq4jRZ8QgWdf1v9fI8qfwyou0cR/hnFVDl8EYRAxawWKXuq+uUVPsCltVBJ4XxHxFEPMjgSVvPvvMPUfBV/sMeA8/AhMBlRM/Q21HAVQngyzHtAlDmLkiJjo/ZjTIOm05ZUKhOjUW7BXC2qkZere+A3uuuBkGdFk+Yw1bxYYJU/MmqogZLh9GkNxLShLL68DMFwFRfEYsKyuC9yxlSg3s6D9dp1KIVMSMnohhr+MkBYIeejunsuxMOPqFj8AvLj+XFAii0N064AZFVUnBgDjIm3BSEXZe1EcVo1BCIjKWL0pTRUx4n8Bzwmgx0YoYTyCo2drVcUVMBz/vFvH9el01+yyv17K1OGIXV8SgLRniuiVz4ayaCjr2/vj23kFEjKGISQKYuXL++ecnfLsBA1MJiqKCC4sZJhUkm5sKRLFC6UQnjTOPLWCdfNJqID4sPrZ4U8wWbRKMGTEGEWNg8q3JREYMWpN5NZ9g/EPs5pLckShiECgrx+7+X256By7806ODgrCnI7BrBotX1S4s/CkxJd24nZCIIW/sYdQw0TkxCD3Zgh2NZbe+n7rpCi6LnMtY9eRN1uiIGAyXx1ocEm+JAosbImBXEDEZS1ihwq/rQhJdrF3/ezVt9iFr8WoqKilutuDKXPMVMM2+kalkGl4FkzULsjb8EHIv+jM82VcNWZIMC92va9synRHkNjPWggmyJdMTMUIRwy17zHzhnnXaMrrs38YCp7HrGS2BsOAmiEOzwwGlH34vXW/6/UOg8k7qUBd7LSMjZqpBT8SkvyIm1HcKQm07qYnKWp6YtZhA17MvE9mRv/FssCR4LhA2Hct5UWIooM1HdHdpoii+4UpGkL6+ldlGjaFFWeaar4HJmgm+o/8Gf8NrEOqKLO569/+F7MgGtt4Fck9kxtRo1QCqLFMxGc/NrkVhm7MO7lOPuQnxiBi0bcPn9e/YS68z1kAFgHPeuyFj1efAXn2+pq4i1QoPM5cHmsZWPVm4BMxRREw4I2YIRQxvLKLn+QOkDEZbVlRsiHwwRMayhRGKGCUYpOfinOLE134Ix7/0XfDV1tN9juqKQUSMIOIFMT8aIibYuhM8u/+PCEAk+sYbSqBv2KwdgVBv75BEi9nBut9x+44VHFXlMOeXd0EGKpiGKGSjZW33i2+SyqnntS0wHYD7KSp1h8qH0RMxi4sTI2KEIgYh1nwC39t4JhEtqELRNwXNGeI5E4Esu41IG2zsE7ZkaGuGQ3G0IqbP54d7N+8AbzBseTxZwGY4HE+wwQfJXn9zG6m/cL9PRyJGr4gxOxLb34YjYtDZwVY8elInEaCFX3QuJ9qSIQoz2HF2zswqql88d/Qk5bbheQIVMQ6LBebzcwPOAe65/Dza/+58YRP08KYAodQyiJgkEW+Bny4LfwMGRgosni0YGAApUwETpplkxu7Cpg4w9AiWcOBSobqzW8s7MBAbVj9bVMmSTZPXoyJG5YHdBgxMliJGECzdOmsy7E4SnU6ie7VyhPkhH1y1GOq+fBssKMon/16ROTOd0c+P+xqnHDcfBovJaLdhr66MaQ0xrCImqpCWtWopLHn8z5Cz4fSI2y1jSMTYLBLtJw29A1rY8HAQNhTYYSqIGGHR4o9SxDT8+s/Q8P/+CO4xLMSNJ0ySFaw83NUx7z1gKz0dTNVXgmP+DRSWi7YXlpyZEDDZ4AvHZ4JbluCm4hYosfoTKmymMibSlgyh943XrMn44kriY5ejpooCfz2Hj5MCS+TDOGezLmmB3HPWU2cudi52v/RmpCImz8iImVqYWooYP1fD2GddCSZT4lY6SjAEHU+9gFUFsoxMFJhJgFhTGS7KjAcRwwjSG+l6030PgqqzABktpIwSyFh1O113b/8xqTwwH8VWcRbZcVmKV0Z+lswKkLJmQObpXxv1eyOphJ3uGUsWaPkw+s5cURCySRIVeryhcEERmzQyFs2nDBNhsTieQJIEgcoYUYQbK0WMCK/H7a4pYkJcEcOtydD+Jh70+S8Ceeexcy+O5bTx+HVUyoiMmJPf/hkc+fQ3iJDHOReeM0RxfygiZjSKGIkTMb7a/+KXpOv+BhauPp5QOREjMniGgszPnfHyWsZDETMcNGuy+kZw72HzC/e+wxP2/pMJha/NhlLEYJ1yf1snkRSJ5gtGKGKiXnteYT60f+OT8K0L1kfcPjs/e0wzYpIFFr6xuI0WUsKxAe3K8Duf6ukjpYPAd1/eAp/97yuU4THZQJvogssvoOvNf/o7Kc5Q5YXkGroApJs1GY3HEqsTmF2jI2JQvS739VP2mUmamDSSY13dEbmcePy08TywQq4Ow2PpwtkzqF7yxslG2r9wv1tWWggW3edcVVECt6xaQuft77+ylW4zrMkMGDCQFPY1t8ESjwdMvPk6nocsngSlzApsOwKTS4VlHndEkJWBwbBwIkYxW8mGRihiFIPAMjDJipg8pwOy7TYKbERrMgyHRZm3mGC3DnhICj67YOT2Qpg5c85MNp5sb2DqgOkMQVxXONiCwRzD3iRZWzKErUSX9xKDOIvVvau3JhstESPsydAqIFHCDYtP+L56azJcnKAKCLtWFU5aYQbIwC7Wqew9mj52mK4lH4HMtXeCc9FN9D9llSz6IORuvE/LF8DOrK6QBV4MLAQryLDzilz48SXxQ1bTAfoO54nAUNZkQhGD2z573Sq63rdtZ0Q+jB6kIPvo++l651PPRxTeDCJmasEUkRGT3kSM4u8Df93LVByxz7goqef2vLKJ9vHstavAXjE8qSIgSBXhpT7cPGBmbjZ1LeN8I1nknrseXIvmge9EHXQ+8yKMJWzlZ0DG6i+Q5RYWyjPXfQsyTvsy5F76EGSf+QPIe9fTpAQRll05F/6OETWjRMcT/6PLvAs2RN7u9kUoYnDswpwYvSJGqGIQA7vHz6JJwFZxNmSd9VOw11wCUiZXxHC152ih5cA48jUiRgkkr4jBLCGEpSAPMpYy9YuU4dJyB2wlhWArLgR5wA2yxwOeQ8cg0NSi5fQgPAeP0qU9ioix5OeBlRPxOF8ZKSy5s7AqS8pYgUDDa+Pe8Kv6EydiRBNDPMWLyIgRtp8TAczowffFBgmyTuPqGEEaTWWITKKhFDE458a1xeLigoRtbfWKmFg2Y7HWDFXZmWDlReixyIgZCcr5WmU7t/eqyMmEhUUFGJlFdpkIPJ7+tY8dy28naYc5Xsi/5Dwao/q376b/beUltI1xnEFCXW+xmOqgWiAn5MW5caTwNzRF2A9OBI53hhUxeF5FFSraQiOKeAME4qqFbJ325MHjunyYwfnZP7hoAyll/rB9LymwmvuZ7ZmhiDFgwEBCqDt4DDIUBdQqFhBsjqOIQUhZLCfGP8MFpcEg7D/ATnYGBgMnA9YQO7mqFHhpBUU1gdmiAqSAXNbA9CViJLOJLC+QjMH/sZsDJ9Y4wRIFgJJMF7xwy/URfr0jgeiYNYiYMBFTbgvEVcT4TnIihme7JAKbPu8lQVLFgl7SZhN1ZCUSzpzowq5WJ/seDmj3hHYifm5zaSnIZd2Pigp+voDqe+sd6iBDeE8wJUM6AO09beXrh+xOP8oJqAPOM+n8YG9+ESTeDZzq8B1/Cvpe/7JWLEMogYFw8LJr8IJlPODnRAwucrGIhE0OGLocTUpioVnYk4n9SOQG6IE2QViIw6IP2kgIRYxhTTbVoEwZazL/yWcpWN0+YyOFTScKVJe0PfoUXS969xWJv18oBLua22muoO+sHgprylnBZktd8pZWOC+p+MQHAcxmaLn/nxDgNjxjBXv1BZB70Z8g+5xfUNEfrbnEdsT3zjr7p2CfdRU45zPrwrGwYunftotIg5wNayPui1bEIHCuFk3EiHyB8czKEGAFw8VgMlvATOO6mXLAAo1vgjzQPDb5JdZM+otQxGgZMfHViIqXbS9BIqKqUd9ZXfK+ayDvonNI/SjsUFFFKQicvi3vRH5XzA0rL4lUxBSOjSLGJNm1vB38rlLOLFAGGkHuZaqgcbcmi0HEuA8cgZPf/3+anac4dw6riImTITNe+x92zGv/81wQ36FIu8CpVj9ACyuh+BpKEZNsPgxi5hCKmHiQzGaYzY+DyVDEIMqzGVn7dkOrRsyg64I+J2ZHUxspGPS5HpMNVJDlnhO2DBXEg2bR3Jme9mRmZ+L7HDZIdT3/WoSdpsjNcc6qhonCMa6mQusxoYrRrMl0pOQVC2YNJmJ0a22B0qwMuGrhLKqlPHXwBLTw1yobgwbHVMDE6JSmMBRFgZMnT2p/PT0jn0QYmJoQXUDOCnsE2RILUjabRDrnsJNhn66byEAksMvBLAJhzWgvYIKgyQomrHn6DSLGwOQApbY5djvtj7lOdswHZUUrqNy0chHcsHQ+vHbrDbCoZPSBtGv4Amo7nzhPZwgiptTqj0vE+OtGQMToFTG6jJihgJ68pR+6AUpuuh7GAoKIOZlEl6IobgiFAnY+ig5W0SnVu2m79nhhKTVVIDr4yooqWCe77APfkUdT3h5Xlf3gPfgghDr3gWfvH7XbQx17yPJpotQwiABak0mYaTBT89sOEzHhhRBZALmc1AGNFmVoWeOYOXiug+OisLZBezIsvGFxLtHjaryAc3cxjw9ivgHPsBlrTJs1g5ibIdJYEaMqIfCd+C9dd8y+Kqnn9m55m4KDM5YuiJvPEAtY6ArIMgXaJpqVsqGajesvHBvZGI7qteJ3X0G2nQ33/mlcxsV43wVJ5YzlHx9SmZEM2v75JA7sUHjlxkFNEJjXZzaZaI4m4LJawRMMRXxn19yZ1ETh3neE7OUmCpitgwHNircDBrbdDZ49vx01SYBKGCS/NGuy4ECkWmaI7S572Vyq4KqLIO/Cs6Do2ssi7se8mKrbbyV7IKFqRGWVQP/brENdwFZRRnOjCCIGFTEiI2YURIw+J8Zatg5sVSy3L9C0CSbLmgwLo32bt0Pn0y9F2nrGzYgR1mQTp4hBOCrZ+IEouPxCuvTz2sVUROd/X4TDH7kD2h5hlpNmZ3ziY38rIyAWJ7Few7wV0XSXjLrl2+evhzs2rIbq3In9/QVEcXsHt6StyM6EhcXsWBU5Mf/edyRi22DjQCqg4MqwWlUQx2KcSbecGCvaLduywVLAGgKGA56jTn7nZ9Bwzx8i8p08R07QpWseIz0m0prszOoKLSem3T2YiEFHkNMqSii+4R97DtFtK2IoYhAfWMG2w4O7DqSMImas1gwGETNKdHZ2wsyZM7W/e+65Z7QvaWCKIecUCyjMzmWDh7BNiQUR2phbwRYPOcfSxypmohHq6weTxBZOqol18IRMNjBZDUWMgcmBrCjgDgQhmwduLi0pJEuyT6xdDo9/4Gq6bXVFCTx84xUwn3cZjRaLiguoo/PtxhZQlNQrKk8GEVNgYUo5k4N1Q8W0JkuCiMHuRRMv3MSyJouH4uuvgKJ3XQJjAbQmQ2w61UhBmYlAdINhcQ2L6bi4FwGWZD3h8cLAjn0gZbooUwbJmURsHf1NLVqHZyrjaAcr6swrzAPHvHdTBpvv2L8h0LSZbg80bYGeZ24E37HHIZUQaHhDK5YF6l+CYNtOkD1t4N79W22RNhFAO4dQdy8RkXaeeRRo79AsS8y6YwELnlmrl5ECK9TZDbaykrhdprnnnRG2berto+7fRPOaxgs4dxfz+KNHj9LcfjwwfdYMU4OIQTWM6usEa8kaZh2cILCo346EAJ4H3pMcgfPKCbZm2DAj8fc7fyZ77P+OjDzTpPjGdxFRP7BjL3Q9wwrH6QZ/Ywt0v/wm2XIWXMEKyvrfBBUxaBWktxjC+RM9NxTuJEZiAS24MJy+b/PbE9wNHbaRCXUdGTEphiQihLyabXOYiHHTayoYZC/Zh1bE+NhcChUvVXd8bEjlooU3G/lq6wZbm9ltWj6Mfk6Fl2a7LayI4QrJkQJVa6iEccy+Giz5C9hnGEheJZY8EWMGk21wYVB04ne/som2ubD1jKuI4UX7icyI0efE4PxWZFn5Dh6LCLXHv6kAVCp2PP4MXe99c9u4KGIQovkuljVZPLx3+QL4+WXnJkzAj5ciZoDnwSARs4CTGQfbumgf/vd+RtAtLMqHkKLAgbbh50pNfQNwsnt81wxInrsWzyMnAsfMaq35LB2JGEfNJZB3+cMguUoSejxm41ADFKk4w1mf3qOMiHHOnUAiprOHosPOncXW2HU9/VpGTFHUcXYVtyfD52CDBNZMYuGSeTVEbD535CQcaOvSlDJTYc1gEDGjREFBAdTW1mp/t9/OggkNGEAEQzLMb+8AyJDBLHeAlFU9pNRQ4iSN09YDAZMJFrR3gCfBott0Q6hvgOyAESjpR8hmO5jMACZ5+GKiAQPjlQ+TzYv2f77uYmj/xifgt1dfOG6TBgy2QzkvvjdaMTX29k9bQqafK+FyzVwRE1VgwAUY2iFJmRnawj9h64bSoqSsycYaC4tZN95f3tkPBd//LXzxmeFDaPW5G1hAwWK3IKC6nn0Z2h99CtRgkGylaKKuqOA7yYqA8YCF86Of/gbU/fg3kC6KmLkFedR1nXnal+n/gXd+Dp7998PAW9+nIoq//hVIJfhqWZHAzjvw3bvuhYHN3wLV10U5ApgpMBEItDC7AHtZMWULIYJtnTEVMQiRExMrH0YPzBLIWLaQLY4VNaljcbyAc3cxj587dy7N7ccD02fNoM+ISU9rslDvCfDsvo9yJxxJ2mYN7NxHtiCO2TMgc9XSpJ778nFWyL5gduJ2IpXYuVyUDwfbu6B+hNkOmCuGxXZUqDXd9yCzOUlBxeBQ6Hz6RRpTULkhuZgdtAA2ySDZIjrVo4kYb1Rnd9E1l9Jly4P/AnUiu7516xc12A+Kp22UtmSDiRhU3KghD0jZM8CEi6bhwswT6OoXOS9eHREjkLvh9AgiBuciM77+Gaj68ifZc8dMETMPcs7/NTU8irU2ftfxhBLoB5MtM6ZNaojPQVBZ6j1yQmtgiWc9ln/xOZC38WzIXDlxqleEUEpnrlhM52dbaTEE65uo4RHHgONf/C4cu/3baTcexEL/27sg0NKu5R4NlxEzUiJGqNgny2ZsJIi2e0LVAjo3YGH9mSO18LM33qZ59aryYrh6EWscFrZS8YDr0bN//wis+93fx31tWvONz8Hsn9xJc1Zhe4jA5qCpip433oLOJ5+ndS3Cvf8wXWJWF9p04tp1ohR2gZBMxAsSeNgAh6jr7dOsyaJJyas4EYNACzwXt0WMhlWS4L3L5hPxh6QenrMxg3cqrBkMImaUMJvNUFNTo/3l5k7+gtJA6uDY3kNQEAqBZz4bMCzF4UJFPN97MzLg3hZoLMuHHFmGfdt2TdCnTS/I2FlkFtZkbPBWTHw7w9To3DGQXujzsQV0DlfE4OQhN84CNtRzDPynXhyTIpXIifnYf16Ayh//Hn78Ouvymm7o5wH02SauiImy3MDCshoIEhmRbMcZdgliJz8uUCcDp1eWwiPvvQLev2IhLYp+v33vsItioYjRX3ctnk8BxsHObmh7hHVsZ5+xRvMQHi4npnfLO9TlGqvYkmpAYhK7rMSC2Fa2FpwLP0Bdwr4j/wQwW8BkcYHccwLUIFsoTDZCvbUgdx+iLDnX0o+RxYribgG5vw6sJavBtfxTE9YtSbZkPPjUWsyKEMF2JGL6SUWFFjN6ZJ22nHImhiNiEHnnh0O0UyEfBufuYh5vtVppbj8emD5rhvRXxPhrn6WsG+fiD4G1gAWUJ2WPxdUwyRyvvmAINp1qghyHPWZw7VC4eB7LZHp+hPZkCNf82VD+8ZtBDclkc9LxOG6D9EHfdrZeyr2A2R8Olw+DcPJxLDonJnP5IiqIY+h8z+tbYaJgn4V5QiYwu9i8Tu45NioiRmSX6IkYuY8pp6TswTlesRQxQqkxFFBVG21NRs/NcJFFa+65Z0Dexedot2evWQFZK5Zo1lCokBlNRkw0mDWteVyJGBVzSmV/TFuyaGIJVTFaRkwcxYtr3myo+vxtCRFfY4ns9adB8fuugdIPvpv+x0YJxMDuA2Sv6D1aS0qnAM+MS2d0PPk8XVZ+/lZtPh9PEYMuB9iBj3mfyVoh3bpmKVw8twbOmxXfjj7VUK77jpk2K2Q77EQk/fCis4jI/vJzr9N91y6eCyvKWHMa5pkNhW0NzXC8qwdaBzyaMmK8gARnxqJ52v/pak2WKEL9bjpP46Kw+qufpqwnPF6D3b3gPcrzYeYwW+GJwMmeXlBUFebk58EMrvpDYqbd7Y2piFlWWqTZ8A0330FbdwE8FidLNTbWawaDiDFgYBzRsHUHXdpnsE4Za9GyYZ/DVDEq2JYwdrWVv4aBWNZkEEnESJyIUQ0ixsDEo8/vj1DEDAX3rl+De8cvoP/Nb4x6oSiImNdqme3W9oYWmM7WZBnAJvtmW05MWzJ7ErZkAgWXnAfVX/pkRFDtRAInne9ZNh8ees9lpIDC74oT3KGgL3ALIgZfp/KOj0Hph95Dk3cskmStWkrWIwjfMESMsGmR+wa0Ik0qAheNjX0DRMLYeGgkAjvbbVUXULds1oa7wVq6hoqtwa6wnH8y4RdqmJpL6LfKWP5JMNnzQMqbD5lrvkZe/xP2WTgRYy8roS5Zuq2hmazuYnnco1osY8n8hBZ/ORvWaKHAeuWWgSkCPfmShkSMKgcg0PAakbWUL5UE3IeOgXvPQSqK5JyB40vi2FLXBL5QCM6dWUnhzcngojmciOEFmJGi4LILYNaPv0Gkaus//qPZKaU6/M2tVIRCWxpb4eDu1A5eDIqriImRBSMyUXpefwsmCrbKcyDvikfBMe899H+o99iIlRoIVGvEI2Is2UMT5mRrSkSJPWEiRh5wR9yOeQ14/qj+8idj/i702UwmsObn0HMV3lAzWqBTAtrTKr7OcVPliW2MTZQCeMxg9gjavMr9A8zO1myGnle3QJDnbMSzJpssoLVo6Qeuo3M9Am1GEf3bd1Hum4B7fzgfJB3hq28itSIqfHPPWgdVd9wGjlnVcRVImF+B4/Hi4oKkC78XzJkBz91yXdxmvFQEKmAEUNUg8JVzTod/3ngFjZXY3HT9knla4XxX89CKmMe4lZnIC5lICCImMEWJGFyv4Ridc+YaWsdlLGbzb8+BI1o+jHMi82E6GfE8pyAXqjUipk8j4PQZMQiTyQRXLWCqGFRZDVfnECqbyc6HGUsYRIwBA+OIAJcI5vC553DdRwhLPutEKZvHBizrwfSe+IwXcIIrFPWSxAo6qpkHHZrlKSGhNpBeEFZI+glsPGCXuwjgHtj+k6Tfy7PvT9Dz/Eepk399NfN3zuCFzWQC3aciEeNUPQCSA0yWyEmf5/CxhLr1Ux1LSwsjLBPiQW/5ZNGpY3Dyi53ac/7fd2H2T75JHu2OWWybeI/HJ2JktwcGdoUX5QFeVEhFHONWBHMLI4v8aMOSedoXIOfiv4K1YDFYCtgCPNQR/l6TBeyuDaBNmtkK9mqWb4CEUe7Ff4bsc34BJmuk1c5YA60Mjn72Tuh46gX6X3S/kiKGW5N5eG5dvI7e8o/dTF21aHEyFNA2KHvd6ogCnoGpAxOkNxETaN5COU22snURRdZEoGXDXH9F0sT9yzwfJhlbMoFzZlaCTZLghWN11Mk9GmQuXUiEjOL2kA3lRAbWjxQiGJ6UeTHQyW22CpIgYlAVg5YvmJuD57+JAJ6fcawXeaIjVsQEBRHDFTGWWIqYGcPmhCHM9gSsyfIjM/nEuC6CsxN9PuaSjRXMzgIaf1Tf2CltBufD4DYOn8Pa/vkUtDz0GOWpCTs2PNfJff2kysa8HLNjeGJrMoFFXSSP8Jga2LlXux0LvOkKVZah6bf303XMj8KxOWPJApj367vjhplvrWumy2TViekKfYFbT8og3r10Puz57M3w2q3voYzT2fm5tOZERUw8yzGswzy2Pzx+Ddc8NtYQDWhT1ZpMsw/mlo+iEQrtyUQ+TLx9eyyAv+9VDzwOn3nypUFETGlmBlglM9T1MkUMqnxxfhKNO89fD18/dy189LSlw54Xb1rBVDH42lMFBhFjwMA4AfMICuobwW8CyLb0Uiii2TX8yVwEDJZn9kObxQKlre2anNlAGNilZ5LYyd9m5YsEiV2aLCrI3JPSgIGJwutckXJWTcWwBVdcwKH1hMmaCaFuDGRNrnASbN0BirsJgh17YVZ+Ljz7oWth56dvApfVArVdqR+kPl5EjNWkgF31DsqHQbj3MWIcF1/pDOFVPRwRE8uaTA/XnJng5KGWtpJC8sn21tbTuSue7Qta1gigTVWq4mgHWxDMi/G9EaK70VLICINQ577UKP6GPGCr2ABme5joMGGg8gTI8LGDznusFlruf4QsD4QixoaKmCLeWdjYMmRHr3NmFRTfcDVlAAyH4ndfCc65MyFnPSNkDEzRjBgl/TJiAqdepEtbkmoYzNjq27qDxttcnf1esvkw54+AiEF/9bNnVkC31webT40+oLz0Q+8mdQmS7x1PPAepDCwIdb/0Jl3PXhObiIlnTZbDFcy43aKB9ovZ61dTRkzftp0wkaDGPZMFQt3HRnQMhUkCkRGDRL6JEzGnErYmQ8uwRAjFaEJdkPH2qqHnw9rzxygnRg+zk9knKd6h7ZNGiuhtrCoKqKiMl2XwcPUIjgXF11+uPQebGCbbVmc4SBkusM+fDaGePtrvhQ2pO42JmJb7/0lWa6iAKbwysXH9jZONdHl2TfIq+nRElt2mNfTFaiicU5AHG/i2QMXmstJCWnehcigWcI2CtmQCmBcykUA1Gu67gdYOUnYN7NoP7Y89A6d+eC/0PfNyxGM7n34Jejdth3QkYkSGacbiBdpa13O0llwPxtOaDLNfnjp0An69dRfsamrTiBgk6cxmE1RmZ0FLv5v2keKM2I1kxZku+MFFG8gGbzh8dM1S2DCjAm5cnt5reD0MIsaAgXGC58hxcAWDcKTQCWbZC1JW1ZChiAKW3LkUDmrtPwpbCwvoIO14Y+Jk8ekC7C4SI5jdxgdwiV2arCoEO1K3SGhgauK1k4yIOXtm7Em7PNAMqhLUwlfNGaVgzqxAfwMK4k4Gir8nopP/knkzYW5hHtTk5UCPzw89MYoKUx042SuwMFtCk66QjaBck6MnyFLJXskURFOFiMEiFGYLDKWIiUXE6IGFc+esGVRE8De1DGlL5uQWOClNxGiKmKG/t5RVzcnQw2RHNJkItrLtaytPvoA7FhBdg2h10PnfF5gixmSiRZ7Z4QBJtzCPp4hJBqhMm/v/vqfZ4hmYQkhjazJUmQbbd5OSwFq8Mqnntj36X7osvPYysvtJBkgEbGtogZJMFywqHlnw67WL5tLlo/tGXzBF1Vr1Vz5F1zufeoE6ylMNWPhGBd/xL32PwtBR2Yk5aLEQz5qsMoeNa/VxLNhyeNB89wtvwETCJFmpUUAN9LJMsyShBAboUii6cP2JZIwS6AO5v572b7S9HPI1vH6Qouxk4gGVQyadDSgS8mUffR8UXrkxoecLK9UxzYlxsrkS2v9i/priH9smJdyW9D58vqnqbNUG9hygS0thHrgWzNFyVyYqOHu0cK7kqlZFhYzlC0kZ669vShurQj1Q2dP+76cp227GNz6XsCLp9ZOJNddNFSBBWJ6VmbCzA9okI3Y2tQ1pSyZsp+KNseMFXNdgviE6qNR+40dw4us/hOY//h1633gLuv/+H1CCbL2ImSqNv/kLqT8DreND2o4H/EIRw7OOcK6O7gfeEych2NpOa914+UdjAbR/FvjRa9s00g0VMQiR/4Iozhz95yjNyoA3PvZeuG5JOAco3WEQMQYMjBNO8e4s99xcreCTCEyYc5I1i3XarCin2xpf3mT8TjEzYljXpd0mlDBhRUwqFwkNTD1gEWVPSzsF1AlvVD1CPceg94WPgPfwIyB72eRJchWDlMmOcXmAdV7pEWzbAYHWdwbdjn7XKl9QBjvDtgGImjz23ie7p5+KDuXPBRa2EI5WxHgOHyc1B3ropno3YqJEzF5OxNy3bQ9k3XUvvFXPbBQEzFYrSHxRFW0bEgvYKRgvJwb9zvu276YFbN5FLHA3kMJjrLAJnDscAWUyM3syJUTKtMkCKuKCeKybLGAtit3RPd4I6uwbsAMeA07Rkgz3I4SwJ0unYpKByYLeqiS9iJhg+y6UrYK1ZDWYtCDCxLpTe17bQmNu/iXnJf2+Tx08DiFFgSsXzB7xOQpDlNHD/1/7jsS1i0kGaKuUuXopzad739wGqQRsQKj/+f9B0+/+qlkmlbz/2rjbLp4ipoqPZfGKhFmrllGBC5VBqBidSGQs/xQ1mHkP/Q1CXMWStFrDGh6rTRYXhcuDEiRbsqH2M1QBqcFgwkVrfC193petpIgydlBdkQgsfI7iPT66jKNYREyw8wD0vfI5GHg7eRvgxBQx2VrDj8DAHpY7Zy3I1xSgYrukA5w6e9GsFUu0EHR3HLv0rhdeh33XfgR8DaNX4401UM2NKPvI+7QcnES6/Q+1d1EuRckUyqRI1J4s2posFlYMkxMjbMluP3P1pFiTISo/+2EouOoiWrfknncGlH7wPeCcN5tUa75apkBFEl+MeS1/fRTSBYFmRhrZOBFDuZJ4nPJzv3Pu+ObDNPWHiRhs/hBWfrM1IiZcCylK8Dww3WAQMQYMjNMCwbOVFVAL5mUlRcQgTPnMK3HVPAk6LBawHD5u2JNFASXTQmDk5ESM2cIWWGYrLqZTN7/AwNTDplONgLFE8dQwoe6jmoJFU8QgEZMhiJjIxYvsaYP+zd+Bgc3fhmD7noj7VAoIVTT/cOzgFcBwckQ8qfhUBsrei6yMiDFFETHufYfoMpN76KYzsGO6wOWAg21dEJIV+MP2PVTA++uO/XG7TLErczgIZYL32OBCCIa2oloma80KsFcwRVGwbWhrtFRQxIhwx6GgtydDQiTQsm3MO2eHAx3HgT6wFCwa9yyY4YgYtJiRsdNNVcFeHi5a2IpYUYsek2vkuhgYCjryJY2syVCx6jv6GF23lpyW1HPbH3sWQFGg8KqLQBpBQDOSJwgMQh4psGCIWTHN/W6ak4wFiq+7gi6bfv9QSnULYxGt55XNFMhc9O4rofh910D2ulVxH9/KQ+SLoomY3KGJGLTlKrzqYrre8fgzsT9LQxO0P/4sKXTGElJWJThmX0WqslAnK+wnCjZPDNtm0XWrTtVYwPz240H2MlLBnMS+LIgYtDnF7LlkkHPmaWQjhNsRrYTGkoih7DU1BKH2PaAE2X4wFlD9XBEjiBieU6hXmIo5WNbqZVBz1xeJDEgHWCvLSE2AwDB7FydihOVaNLpfeoOIKPdeNtdOJYh6AFotJoo3hMPBNLElEyjPzkhaEbMjhiLmcHsXNSeiunPjnBlacPtEI3PZIqj4+M1QdfutUP2lT0LxDVdB1mnL6D4v2nfhPs3zVBA9r24mR5t0AGVOWa0R7gciJ2a882EQjb0D2ppUUVXo8vroOlrcIap1DVvxrMmmOwwixoCBcQB29Ni6emC3ywULs9mJx1LAZMmJwFTAOmKXWBrgxdxcMKkq9HJbGAMMuCBUuSLGamUdW5JeEWNYkxmYQLzG82HOjiNhVzzM7knurwsTMc5iMHNFDOa96OE7/AgtHLGgNbD9x6DorMsUny54EDvpu8IL9OmsiDnV0w9FVmbRZbblECEuVBuCiHFNASIGu56WlhRBQJbh5RN12iLoyYPH6TvrUXDFRuoCs5cNH5jrmjtz0KIEga+JxREEvpaNKyOCKa6IwWBIvTQ+HqyoiKHusm3Qv+mbMLDlO9D/xlcoy2mibcmwC3+yIIgY7BgUsPGFNsKqs0saC2syA9MlI4bZf6QDAvWvQqjrAEi5c8FWfmbCz0Nrk67nXyX1AHbfJos+3/9n7yyg4jq3L77HBXcLECDunsbbpGmbpk1Sd3991Vf319dX13/dXl3Tpp62saZp4+7uQIK7D+PzX+fce4cZggwwwADzW4s1AwwwjNz7feecvbcJfxw9gTCdFtPTEtEWLhEbOd6wJ5OyPqgBTyHqh264F+VrNsEXqNouqIFJfRR3w2WIvfqiJhUe0pqIVMuuJIrHsqZsc2iamhoS9L/bak7Nn8z7cD7yPpqPys3ez5GRhnXsxpY1J+xiI0ayJiNkqrrJfnXchKZ/3mhscSNGFR7S6ka9Jj4WURfPhsNkRu5HX8ObjRiydxOu2GAt2g1vW5NJzS5XRYyEpIghgseO4Dy+rgC9l6h4Hf/Pq7mBQWpyonrvqQ1Bu9kMw8FjPjugYy4qPkXV2xhZ5ZWsJvQ087O7ccPoITirbzJmeJBTNjQ2kgPZt2bnn7L3eG2dMIx81YiBXISn9XhnKGKa3utkuCliwmcJSta8j7895f/xNWwGA1v00/HENZNRep8SuvZuxIjWZI9MG4dgsflC+TASrooYyoLx00mNmHHjxmHq1Kkef92Pn66OJOH/KzQE0eZMWglDGdaCAmBQGk8uBdYcxYZI4aDmK5sfX4CmjshHuFot2kbIBOsUhThJTI0Ys18R46cDkRbt01IS4RBtjmi63vmaFZsvDlM525Q1pYix1eTDdGI5b5rVvU6Hw1SGylX3wpS1kheH9DuEXyB40FuL6+zJeqoixmy1Ia+qGmlizUGmCUHJ4hU4dN3dyHn/C9QcOsYFBV2KMJnV1RkSI2won125yW1RXH8yLWL2DJ4C8yRsl0J1qZBIU2IOW91r17D/MAwHj0KTlIDgcSOdm1lftSarMJrYpi41PIQDRZtDEZrG9i+2skOwki2RXMkN05pdb3fYZoxtyVoxhe9NpAlemtwNGidkY6hdbDykBhzhtybz0zQu7xtb18krs4jnUt2AKwWbYA8hKz+H2YLwWdOhFO0gW8KiQ+ncWJ8zMA0qhed2aM3Zk9m8pNDodddNCBg6wJkX0xHYLVanh399jJlZqNy4zXm88gRpTUQ5ei2xJiPIZz9kynh+juvvxeg+VosqgKrt7uplbyDTCoX8luYIOiySIqauGEZrUwlqNjYFZYXx7bQtUcSIjRhxIKilUK4MrS8oj84bFldyXVSj51rvWpMJ/7fd1EAjxgNVrq9CTdjIeedwU4byJmgwg4rWppz8U61/xfeq2QcbMaSIYeVAM5aqtI9LevkjzPlqIf46LthWNeZy0F05q29v/HHDxQj1oAGrUSoxIi6abR9PuKhd8iqr8fmO/ayMuH38cA5up+NsYY0BtY0c0zsSKcCe9zrkYHM0g/Ot4m++GtrkXjy4V7NbyHjyVcz57rZkEtrkRLZHpde7rgUKsLZYk5Hq6fbTRrjlwxCug3D1lah+OrARM3/+fKxcudLjr/vx05Whg3rFuq18vTBJC7nNAGX4gBZt6mRyBVTRI9jHd+jgAOSrVKjZc5BliH7qFnrVKrkz1JJQqoUDvUzlV8T46Thoemp3fhFPs9IixJSxFJWr7oElb5Nbc0VCapzI9VFuihgqApUvvwkVK27lyT1tnwsQMOpuqOInwV5bhJptr8B88k+nIkYVPcY5TS/Zk/XURkx2ZRVbw6WIA59yTYjTYouDhk1mIR/Gg4ZEV8qJWZsp2M9cMKgPX/4mTiW2BnpsaINCBRhTTl3eTOH3vzs9zmnyiixHFCHBvLn1xamxYyVCo7Kvy4agKWTyulwWTcpshJ71KU/Skp2JKXMZ2huaXLaWHoZMGwFFcO/OVcTIZVCGBiP+lmt4Cjxs+mTn990yYhrIwfLjpw6XIQSLkM3RFSB7QkIZ7rmCnRQSJYtWcCEn8oJzWvV3fxJDjS8e0nRx3FN7MppmJnuyZUe8k7ehighD6guPcdGnZv9hmHLdC7Hehiy+jtz2MI7e9Z9TzjHVuw/gyO2PwiANV4hFtaaghhQVCmkyO0At7BdcC0QapQJZzUxrh88UstHK/lzj9nW6H2TbKTVivH1OrAucL2mzNRkNGxCKoKbzYYS/Z2y1NZmqldaVtLag4RGidMnfrfodbr+Pm1gy5+ATYSnc7rXnSFLEyJtQxLjaBnVl6PUSNmOK04bMFVc7Ml9rxNBzQsoBVVS4m3KgIXbkFvDl4sPp2F9Yws2D+go6P+6MTRCGdbZk1Z0TXl+/nQcLbhs/3NnQkYry2aKdVWdC5zNFWAiMJ7Jhys6DraKSVV+uitbK7d5TzrUHUj2wfiOG9nG9n7gPvZ+8v8X2kK1VxMQHBeLhqWP5+b5nUp09aJKLct5vTdYw3aMi4cePD2HMzIY5Nx/7dTqcmSJsRlVRnk1suSIVWWdHVeKX8Aj2ay/9Y5XX729XRJoEMKgUbsoAtVpQxMjJmsxHp7X9dD+KagwwWW1ICQvmzQpN09dvvkiKGOETmgiS8QabNnAUpmqrzoPxyPew1+Rx01YZMRjatHmQKTQIGv9vBIy6l3/UQhkzoiJGGTkE8oB42CrSuYFjzFyG3uJit6dZk0mS93it3ZkRQ2HjhCJQ6M5IE73dgSGxdfYW5Mn73FlCwfzXg23zNtb1F6Tskkdy7fETqNq2m73CQ6ed5rydOiqcJyBpA0NQYaNqx16ceOkdFP+2HJ2J5EPdkg10wOj7EXzG2wgYcQe/LwPGPko7Ghj2vA9jxrImCzfWinRUb3nezT6wJVgKd3DhWs3h4K0L6W4rpICylJZzIU2mUEATF822JJK/PSH5xRP+RoyfZl5RddcsXUMRY68thr0mn4vUco3nxw5SXtoNtQidPhnqyOatb+pTbTJjyeEMnh6WvPTbyj/HCnuOD7d6T6FBRcywM4VCbN6nC9q1CW+rroE5twCmE9msxqTMkPK1m0+xRgqdNsGj4YrcympYbHakiNZZrtAxt1dwEE91NzWtrR/Ul1UB1HgxbBHCv/n+7BSad4SloMhtiMEbCM0EKii3tBFD50GZmx2ZbsBVwuWQG5r9+dY0YlSSIqYNGWJhM6dxU7NsxVq3zJXWQEMWMq2gSFHFngZFaB9ei9urvZOf5Gx2aUIabMQogoMgV7k3/royYTOEdWbZX+vc8pCq99S9Jy2FvrX3lvYBKg+OzZIqjobqCMrb6qw1WVdhXKKQGblVVEmV1Rrx/ubd3Ny+Z+KoJpWH23MKcPPPy/HAklUdPtSlTk3iTLfSZSvdgu1JBUY0poix1RrhsNYpCztfEXOq6i9gcD8EjRQslzuiEZMQEsgNt/fmnomRLrmSrooYvzVZw/gbMX78eJmK9YItGWW7nBFU3Gq7EVWMcAIbIs/CwogI2GUylC5f7RMngM7GXCAUtWtVwgJJJhcWuirRmsyskcNSXOaT09p+uh8nxYWl5IcqFWQdFmGR4rCZ2F6svt2E9LqVB8bRaB1bJpDFQei53yJ46ituod3UdOHfXZPn/F20QQ+a/ALUiTN4023Y+RaUO59DaoCDFTE96fUvyeKjVUIhRU6NGLEZ2+e1JxH3jysRca4wadmdFDEE2dkMjI5A/8gw7M4rQmYb1FD6fml8WXtY8Ewu+mkxX0ZddC4H6Uo47ckKS2AuLuEJ5YzHX0LF6k3I//IHr4cWt6Yp5+pP3BzUEFWSRZmIKmIgAkbcyRlMhl1voWbrCw2G/NJ7rGbHmzDnrIPp5F9d15asooI3pTQp2BhqKSNGJoMiqPnsHT89F5nM5rwuqTV9HXPeRr5URgu2fJ5AheLihcv4PRF9sRBq31KWHsmA0Wrl4zhZvXgD+l00gUqWZzlNWG61lMi5Z7M9EVlHFX67EO2F1cXmpvjXP3Dohntw8oW32QLJmCEMuiQ+eDsr9zwhQxxMoWGZhpCKhE1Na1NBVvp7JR9/C2t5hVsjJniicPyu3lHXmPEGbC0mV7a40U9KS7K4lsnqSj3a/pch5OwvoI4d1+zPU8GxpY0Y/aD+3KSXipmtgZo5wRPHcjPu+EPP8L7XG4oiVeQQqKKFDDZzvrBPbysOk/AaoMeZqN846sq2ZA2hjolCwLCBvLYmlw5nPsyho1AE6ln9Yykp9ak6hWSh61y/NIGkivv+ivPw+uzT8cxMz3PCeirjesW6KWL+t3k3qs0WXD9qMOKC62w6pfU4DUoZzBac9emPGPPu1/h42168um57k9aQ7YE6NdlN4SgF25PChPY3NIRmrao5Rf16+B/34+TL76GzMec1rIjpSHIqqqFTKRGqFXKa6xOoUSNcPH/4rckaxt+I8eMRtRlZOHLHY6g54J3wx25tS7ZmE4LHGDB6VAkSHTk8mU1TOK1ZPCpCUqG3FCIsxIydEeEcllm5xfthkF0Nc4EwCWATVZcypdZNEWPSyN2mtf346cgJ/PqNGHtNgduGkFCINgl8PbAuDFLdaypbE9ZHrovmCX1bTR7sRkERI9eGQqGPQuCY+xE87TUogpJgLdqJF5KPo8ZsQYmh61jCeOs5CJWbnMUL2izKA/Q8xRp14blQBHSfsMAQrcZZPJon2pJR8Y34z5/rkd3Ipqa81ojLv12EJWKjpT7SZoQUMdaKSlSs28wbbMmWpX4jhh7jkt9X8OQyWcTQpoCmwzvTRjNLPO5Lj09r0fQ+G0FTXmFLE2q01Gx//ZTbWHLXw1Yu2ApRLlRLoSYtWQtCJocySvBY7gwsop2bKrzxwhFNOcs0Gs4B6C4Wf37aCVldIc5h7RrnIXPOer5UJ3hefCv9czU3DUImjeXzTGtYsOcwX140uO22ZBJqpQI3jB4Mu8OBT7d7rzFA59Dkx+7m4nzB1z/xZHx7QHsdiQpRCUPQHtSYkcXXg8eP9Nh6pbF8GIlEcXK3uWIg5dGEnzsD9qpqFHyzEKa8Am4OqWKinLZNpizvqC1cG0BybQRnA7pmvDSFw2YGbCY3WzL+XXIlrxk9wV4rvG/JrsdTdCmJGDj/XX4/tIWYKy/gx5QyHLLf+rhByy9PUcdP5r00NVjVcYKq19U2uC37fbIm42aXuGaX7qdkR9bUYENXRVLFFcz/mRtPhoPHODspYMgAbtTA7hBsTn0EaSBLFSkoyzwZqhsQFY57Jo1u9Hjhp47+keGs5tyeWwCLzYYPtggqzPsmC03P+uoIGpT65cAx/HnsBOc4jhGtzSRbuI5CQ4oYUX3pqoih423g8EHsQlPjor4kKrfu4nMT2XP6jDVZXOc0YowWK0prjWxL1pRqLC0ilOZUEBdUp8z0U4fXdlJnnXUWnnzySfQ07HY7MjMznR/l5WKIcjcj+40PeQop88lXO/uu+DSGA0dgyslF8EgjLo/Phxx2nsBxnUhqCepeQvHrn73K8UWQsCAoWdS6qdvuhEWUZGp0kg2RsNiVq4SMGIta5pNetX66txpDWmhKoaoOs9CIsRmEBSYXWkUbPcmvmq8H1BVw1L1Ob/Bv0EaPfoZ+t92Q7/a6598d3h/Bp7/BNhTT9FkIU1icU6A96TkIlAnT13aLijfFag82X12V208bjnP69eY8AOK6UYN5OunrXQfR+5WP8MKqugKWxJsbduC7vYfx2rqGA2vJforyX+h8X7LkbzisNrbcqV+MUYs2VTRtWLlJ+F3Jj/0LQWOErBWaJusspGKaVFxrC6SMCT7jHX6vUfHG1affYbfBcOAL5+e2spZvzoxHf+YCmypuAuTqlod8ewuaYm2ucETWRMmP3YWkB25Dd4PW7tI63mKx8Nq+PegJewYqUMrkro2Y1hdROwqboYiz2yinydN8GAqTL/phEV+PvmxOq/5uYbUBvx08zlOj5/ZvPuukJfxj7FCnPRkVyLyFLi0Zvf8jWKXmfvyNs5DlTSS1Cfn2u1oiVu/axwUoavgr9J6H/2aUVrhl6NVHatq7Bk43Ruy1F0Om06Jk6d/I/+w7/lr4mVPYzpEwiQUyCpsnRanDC499nT2ZZ6oYu6TUIDVNK7HVCI2Ylg6weMPKSZuUgAGfvoaAYYO4sC8N37UGXb+LETL9HchVAVCE9WU1urXkgPMxai0OcwU3u1zX8lIjJnDEEM5b8yS/qKsROuU0aFOTuBid/ujzOPHcm/z1wJFD69aFnbz3tlZW8fuT3nvORozLcaSptaNCLvMXjVuAXC7jZgoN/72xfgcfQ6enJqFfvb2XlBdysqISCw8IWZZvnncGbhojnKd25nbs8JbaJcheplFDmyTktRLciGHLPXd7ssqNwl6HmjGkBOtMpPMMNz87gdwq0ZbMRfXUEO/NmYFvLp2NyG40COnNPYPXGjFHjhzBM888g08++QQ9iZKSEqSkpDg/3njjDXRHyD9cuPTeYr47QhkuCr37m5Em3FuL1Ig5PzQP64KDYA4L4Y1IrSjN76mQXzQRqLE6bYhclTEmsRFjyvKuV7MfP01aIYUEw+Gwn6qIERsxisB4KAIT6xQu9RQxcn0slOGN55hIDRtr+TG3170Evf6pkaOS2XFJZB7M6b+jYtW9zkyZ7oxUQFHbqiFT6mEtETbZKg/sCLoqj0wbj6XXX+S0sxkcE4nD996Ax04fD5Vcgaf/3sQWAK5ZBG9uEBSVO3ILG7SuoyKKvl8KN2AKv/+dv9aQpZukiKneuRemrFwumFFxjIp0RO0x74REt+396B37LGqQaBLP4BwXU1ZdgLDpxJ/sNU8NVkVwbyFjoolAZZpmrtn1LkxZgic13bb2yPfcnNUPvhHtDQWTHrjqDlRupkwad6ziBGtzVirBY4e3yXbGV6G1u7SOP3r0KK/t24MesWewGXkCUsJh9f2MGPPJFZxro0ma4fHgVPnK9VzkCxo7Arq03q36u1/u3A+r3Y5rRw3ymi2ZRJ+IMMzql8J2Wz/u866bAR0DwmZOZdV57odfo70UMZRJMeCT1zDom3fZ/q1qqxCgrE0R1lGeklnetDVZP/G4d6io+UaHMjgIIXNmAjYbKtZtcaoEJK9+yTIm553PkPfJt15RDVGD0HXIh6B1poPzBk+FzkWEQt988bkx7AZhqEWh75wCGq1FJJUZKY+88zvloirGDkv+qYMqLYHypAh5QGzd10xCI0bfPxUDPnkd0ZfPRXeDVGipzz0CTXIvzkuiRixZFkbMOsPZ7LB0ciOmcMGvyHn7U37vOa3JxDVrY5itNuRVVXNhWSH3K35bwljRnuzJvzbw5S3jTs1FlgYVjxSXYdmRDOhVSh4iGxkf7dyTdCSKkCDnPobO35SNKMENYNrfuOTE2C0Wzsv0hSwkznQsKOahuZYMJLQUyvvp9+qneHnNlgZtyTxpxIzpFYvLh3effFZv7xm8dqS5+uqreVNPqhirD3lDtjcRERHIyMhwftxzzz3o1vhDyxqFFiMUJikLc7cVUkW33m6E7IsotDsMlRgVVIkN/QTrguJflqKnQscZWpTbVEqEqSywUxilGKwqUwiNGLOYjWg8md2Zd9VPT7MmCwsWwjsdQsPabnZvxMj1MVAEC1M4chd7CFXkUJ6q0/a7tMlpQoWknLGZ2Mqovu0Eoel9Dl8+EJeJgSW/8JS+KfMPdEd+PXAMF83/DVUmMxffNTIb5FQE5HwYzwM6uxOJocF47qzJmDMwlXMH/jpe17SnyWhaWBN0KTUsGsuJcZhM0A/ux9Op9ZE2tVXbBBuC4AmCDYGuj1CQrE3vvEYMTTXKZTTV6D2FiTp5prP5IliSVKP20Hz+mn7w9VCG9WvWnowm7k0Zi1Gz7RUY9n0Cw/7P+b2sTZsLBeVEtTOSrUKFONXnimQlomzCmqw7Q2t3aR3ft29fXtu3Bz1hz1DfiszXrcloeMJ08k++rhHf583+jM2Owu9/4+utLbbSceTjrXv5+k2jhalgb3O/aA/zf2u3eT0zLu7Gy6GMCONQ9bJVQgHOW1hERQzljZANItkiulq/UeO/JRwTj2+pomVUfQaLAxv7CzwrpgSfNxORF8ziPXHQ+JE8lSzXatm2kQbFTDn5zgwNGtBrK3KdcP+kRr+l5CDKl14Nw77PGry9vVZQkMi0kW1XxAR23iSzpDKSmlvegNSn/Dtz1sIhrtVbg01sxCj0sacoYuQaDdQxkZCrxM1oN0MZEoy0Fx5F5IXnIvWlf3N2EmUIOhUx4rBkZ0F2gVIh3amIaaYRQxP+dIhsq6VtT86JMVisnE0m2SW7Ij2u607kcIbMOf1SoFOpMCw2klVIHa2IcbVili5d9zfq+Fi2XLaIQwHVuw7ALu6fOlv1ZSkt4xwmjdj8by82nczD0ZIy/LxfGP5sSBETH9wzLcfu8dKewWuNmIcffhgJCQnIzc3FL7/80qrf8e677+Kiiy7CI488guzsrlFAlcvl6N27t/MjNLThRV63oQeFP7cU2og4TGaUpdUtfAPHP+4M5G4tklXRxREFeE+l5syD8lUbfMqDtSOhRZW9xoDqiDBEqswwyfWQycTml1Kwz7Erhdep8YR3vZr9+GnKV5gm8O1GF+siMdzbJmXE6GOgTpjC040ql0Bgyo4JPftzaFOEJkpjuFqYUbOhocldChyXh/ZFhMoCm3i4Np1cwUUYKjh5uxjTmZAM/uf9R/Ht7kPcVOgTJDweck0IzEXFHgd0dkfmDBQ2QmR7Q5isVg7EJKb0TmjSk1knNmKIiFnTG7yNU2kkvp6CTxvFl5qkXpApFag9dqJTXmtkwZNXVcObA6UXc0yUwclQhPWDvTob1tJDqNn5BhzGEqgTz+AmjCJsQLONGEvJfud149GfYM76CzJ1CLT9L0dHYBanihvK75HWE93R094TaO0ureNVKhWv7duDnrBncFhEe0izrG5wwIexluzn6XYaenLNa2uK8rWbYM4tYGVIwMDWZbuszczB4eIynJYYhyGxrS+YN8X0tCQMj4viaePVGdleL8YmPSjYFOZ9NB82UUHhDSh3h/9GaJ2VWMBQwTJOplKxUsZT6Dy0N7+YJ7B7N6KIGSg1YjwsrtE5Lv7mqzDwq7eR/PCdzq+r42JYKVO4YKHza4aDR2E8meMlazJhfWnY+yFfmo7X/Z2GFTGtL9RRMDX/7U5SxLjmH9B7zVuoooZBpgqCpWA7KlbcDluVkDnUUiSLYFdFDNUA+Gsaz3N1uir03oz/x5UIFN+XhKSI6cwiNTm31B4XBoEo48PTjBhXZwM/rWvEEJRNRhlljQW3S9uCuWKmJTVjBkSGI6eymq06OxLJSlm6dLu/oj1ZjWhPVrlpG1+q44VMm7bYJXotHya2ffNhpAGG42KGpCv0fBEJwT2zcRnqpT2D13YaQUFBWLBgAd+ZtWvXtvjnP/zwQ9x1113ss5acnIyzzz4bK1aQVNyPH9+HFvoli4TX67FwofFSmnQ51PET2/y71QmTOaT70shCZBmqoThjEtvGFC9chp6IFNRZGR0CjdwBi6LuJCApYmRiI8bkV8T46QBOlFXi7LAyhFbTxIxrI6aeNRk1YuInImzWVx4XfFxRuGz46tuSuaLrexHsMgXuyRyIA6YItk9C8XZU/n0nypddi9rDC2An5U4Xhosr4kL4vc27WP0xKEw49so0IT1WESMxq19vnjJbdDgddrsDn27bh9zKat78XDVc2Dg3NoHG02FyGRRBgQiZPK7x4HZxs0WThpI1j1ylZMsKsqyR7K46ktzKGg6obo/NtDQtX7PtZVhyN3ABRj/8dv6aMlxSxDSeE0O+9ETA2EcgDxD8qHWDrmPv+o7AlFPQaFHL2YjpxplKfuoge8ummoZtQVLA2AyyLpERQyq3Fqlh7HYUftc2NQzx7ibBJvJmMculPSCF7QOTx/D1l9ds9frvDxw2iDPESGmX/+WPXrcmI0WMazZLr3tuxqD570BDDY8W2JZWmswYEkOT1w2XPQLUKs6PySyrZAtPT1GFh7rlp0mFsbKV6/kyfBZZWgLla9oWDk/DOlIjhhoHzjwyhaZJRYxc14ZGjGRNFtB+1jfNwY0tzkPwXiOGhiODJj4NZfgg2KuzUHvo2zYpYtysySRFTL1MvZ4CqYA60rbJlFeInPe/gM1Qp7qkpqdDtOS1FJeyOo1UXc1ZOHkzW7Cn0SskCPGiRdXNY0+1JZOQHlvam8weUKdCGZUgvM87WhUTdtY0DPz6bQSNGtpoI6Zyyy5WwFZu2kGTNIiYfaZX7Peo0d3aYTVJIdjejZijYgOm2FCLCvHYdmojpvOyLbsDXmnEvPbaazCbzZg0aRK++uorLFq0CFVVLSvyfP7553z53nvv4bbbbsP777+PSy+9FPn5wonOTyfT9uy9bk317v0wncyBtl8aCh3Caz8hunWe0fWh6W6aog+Wm3FJRB429+8DmVqF4kUrYCnt/tkP9ZHycSoihIWuTVU3MSdlxOgVdsiiImDOL4Ld6Pv+5H66LpTBEWovxpdpO1Gz9XnYa+sWkg5LlWBjRI0YuQq5H/8Cw9GMVv8tV0WMXNP45Lqm11SEz/kFx3Wj8XGeuIHf9zpslZk8xV974EtUrX2oS3j3NwZNTpUYhPu/O08oOvQPlhQxobAUSwGdPbMRE67XYVJSAvKrarDkSDoeW76OnUX/M31Cs57MypAgJD92N3o/cR/kanWjwe1S0Z5syVwt9aSmjDSV2JFkVQiT1O1hL6FOmEaBMcL7WaZEIDVUxCaKIiiZi2K28qOsPKuPw25jJQ2UOqjjJyHkjLcQNPUVaHqfjY7CnJvvbLrUDxp1ZsQ0Yt3jp/tgKd6HypV3wbD343ZtxNhrheOxw2b0afUOWRRBoeV1tidUbtrOliX6Qf2cKo2Wkl1RhZ/2H0WEXosr2tk//bJh/ZEcGoylRzKwoR1U4mRRpggMQMlvy08JN24tVqc1WYhbNkv4WdP4b7UEaX1AyqCmGBIjrBUOepAT05yVFgXMBwwZgLAZwmuKXi/eUMSYTqxA5er76r5hMzU4VFPXiGlDRow4na7oxJBlqdBIhUey4rG3oEnWFMrw/gic8CQXNyzFe1tVELU3ZE0mZsRQjkpbofv08LI1+F1UNXcFJAV6Ryliin9dhpLf/0T56o3Or9VKeywp88PhgCoq0uO1o7eyBXsStP7/7vLZWHj1XKRFNL6GlB7bqb17IcKlMTZSPG42ptJvz/utasSOlxoxpL6kLLijdz7GwwF0TJfsl9tiv0fnyf2X3YrSJX+1TREjnW/aCbIlk6iviqHBvp5sTeZTjZjp06fjlltuQVlZGQfWqNVqXH755ait9dwX+MSJE3zZq1cvvhw9ejTKy8vZrsxP51NeKywuzLZTCwx+wBsQfpwmjUWMUnjdqwK8d4AkD3nilpgsLCssRcT5M9m/v/C7X3vcw29MF44V5cHiIktdt1HjIpmDGjE2WMQFvPFkbqfcTz89A5qierLXMShlDt4UWwp31X3TboXDXMkfkAWjdOkqlC6tC/tuKYp61mRNIZcr8Y8xQ/BLaQwsUFIlmCcAg6e/C2XkUNgqTzjtLboi+xpYBPcW6wVk9yRN5PVURQwxR5T+X7FgMcqNJtx52kiMTojBUMmTuQnf9ZCJYxAwWFB5NIYqOsrNluzURoxwrO5IpKlGKRjUm8jVgYJClZr9Q2505sIQMrkCytA+bEdorz71nGOrSOcQc2X4QL6tTKWHKmJwk5lQ3oQmdWk6lHE4eEjBFWrOyDQatj71071RRgyCPDAB1pJ9sJY2ruBqLQ6rUMC1iY0YX7Ym4yaMzSRYhip1HhVHKQiaiLl8bqvfv+9v3g2b3YF/jh3G1iztiUqhwFNnCup8ash72zKSmrfxt1/H10++9K5XbJPZmkwm46GAtuJsxDTjpz9YnObf34YCm2thLGzmVGgSBeWjMatt+xA61ygjhsBhomyAWmhSZkMVM5a/19D5RrIma0sjRlIZyDtREaPQ1eXuFL76AQ7deK/XmjF0PleEpPJwktRUcX38bFXZHliTydhyuD0UMcdLy1nF9sLqzegqUE6SIjiQ7cBIOdjemMT9Pale6jdiQqcJWUCe5MO4WpP5FTGtY3LvXpjbQDaMK73DhHrNXNE6WWKUOBzWGTkxTVlv9n7qfmiTe8EoNtJDJoyGWtz3tMWajB1t7HbU7G+dKllav6vbOSPmaHG52/HIlZ5uTeZTjZgRI0awnRgF1fznP//Bo48+igceeADnn38+Z8Z4gqGetywpY4itW70vpfbTcvKrhawDs9Xqf/gakMZWbt7Ji8W/wsORoqltsyS8oekdWWh/9NcZUJu/HREXzoZcp+Wibmf6VHYGxkzBmqxKL2wmlbq6aQbaFFtkKujlNlSL09rS7f34aQ9Ks7dgVljdxt1SuMPt+9TwIBx2ocBpE4+lrYEUXzJRCSPXNj+5Prt/KiptKnxU0g8IH47ACf+FMiSFJ/np95gyl8GUvbrBn+VMGR9WzOwTQ3XPIQsu2Pk930tnr8uIoaIzTTtF9szMC+L8gYL0n4IxyTbg2ZmT+HMq/A2MiuCJpoKq1r8eY6+7BLE3Xs72NK7o0pL5svZYxytinJvpdppq1A+/DUFTXoJGHI5wRWrMNGRPRjkUhCrC/bHqyHVKQ3kxBBW26LhE+TAd1Rjy03lQtpi2z4V83Xjs5/a3JrP7biPGdGJ5i2zJqrbt4eOark8KAkc3bsHSFLUWCz7csoeb4beNP9Wbvj24esRADIwK55yYFce83yAPO30i23DR1HD64y85A45bA6096PcogoMgk6ba28AesWg1rLlGjDjNv7dNjZgYZyGebD2VQYFsr0ZqRMquaC3UJAye+jJCz/mSPwJG3AFFcBJ/z1bTSCNGpoBMG9bmjBhFJ2bEuObuGHcd4NeFlPnhDWgoibAW73X7etWmp1Gx6m7YxZzH+jjsFtgNxZDrIiBTqE5VxHihEVMgKpKkQdiugjo6Eg6LxZnz1J6YsnPd1L6E5DoQOe9s3gPwfYoK93yIx58R027cM2kU/n36+FPsOEc0o9LvLIJGDEHfd55H4v23IOK8mdxc5z2lXN5q1Ze5uASVWwRb0tb+DpP4elfHRLdr3mamqEwljpU03IjxK2LahtcyYp588kls27YNK1euxHXXXYczzjgDr776Ks477zx8//33Tf6s1Wo9xcpMyodJSUnx1l3s1tY4F83/DXvrTTh6k+4T7+x9in9ezBOm5BuZmb0Hg/XVMGvjIBOl5N5C33ceX14ddgy7qw2IuvBczoopmO/9jbSvQtNGdAKi6RaHQ1ikqupNfFllGi7KFokTMIbDXUfW7afroStcw5dHlaJFiWTLYlG5N2IsopWei5dxW1QxUkOmKeKCAzEmIQb/SY/DkYRbIFcLxWm5NgyBYx7k64Zd77rl2vB9ry1G5aq7Ub7sOtgMvrUwdlXEXBiej08if0HumFXIGr0KI2tX8fdkqhCe/qcCiLydp419mX6R4RggbkDfPm86gl2KA5I9WVOqmOagkOroi89jmzJXdKlJvAHuHGuy9p1qJCsyVeTQBhsWCmcj5tQpN4uYD0NqhM7AWagQC5uujRlLiZin1ISlhJ/uhSZpOisHzTnrnVkH3lbE2H1cEUMT79bSg5zXpIwY7KEaZqEzG6a1TcvPtu9nz/WLBvdFoksGSntC2SjPiI349lDFEPG3Xoug0cPYhuvEs2+0uvFATWGyoVJ56bHZLTVimrEmI7UosTkrr9V/S5eaDP2APoi6dA6rOQhSxdBeTfL1bwukcJFsyuQBCQ0qYqhJ4DCW8e1kstY3suzUiJHLeOivM3HavYlYyrxnya2KHCL8TpdGDNkV2sqP81reWryvwZ+zG+g1ZYfcxZaMvy6qdUhd2hKKqg04/8tfsN7FOrCgSjiOVnhJAdRRqOOFx6R0ecNDXt6C9lKSyldSxNgtVhgzTnK+ISmztbQW9StifIbU8FA8e9Zk6NXu+7IQrQZp4aGsuqifRdLZyBRytphMuP06zhmi4QCyZbaWlsNuEbKIWkLZ8jVsXdnanBnhNZ7FFp3tab2dUVbBql2luL9zVcTQ+oEaMWStqlEq2+0+9AS81oghRo0ahalTpzo/Hz58OJYvX44FCxbgzDPPbFTdsmbNGtjtdkRGRropYsiW7KWXXvLmXeyWfLJtL37efxQT/vctftl/tLPvTo+CMlpKl6/hhWrwrOkYZd3GXw/uO8/rk6XkK18lD8WMkFLsOLQRkRecwxLgsr/XcThdT4AnXewOXmCprELBLSjYvRFjl2ugljtwMkzYxBkO+t8TftoPmUmw4SgMd/eXtxQJCy1bldCIsdUq6za3bUDKiaEcFE84TwxE/OO4kK0koYoewVP9Dks1ana97SzMWCsyULHqXtjKj3HGjSl9MXy1EXNH7EloLaUwygORZdZCKU5eOxDKE5Se+EJ3d7657Fz+uGBww1YAW7LycedvfyH55Q85T8Zb9hSaXnE8uWqtbFleYFs5KU5hdsZUozKsP19aCrazMk5SBvCENyliZHIow9o3D6IxTKL3NjXP6itiLOKkmyrCu8MjfnwXmUIDbdr5XExsbVh1Y1Ahk7CbZfzhsLXtnNdemE786VTDeLJer9lzkNeTZFVS347RU6w2O15ZK+yFH5k2Dh3JhYP7crNhW04Bftl/zOu/n4Yekp+4F7p+afw4FXzduiGxqi2Cvas2RSiitoXiGgNP8lKRj4p9TdE/MhxhOi0/PqZWuj9QNkif155k2zoJTS/v2JPVRxEY16Aixl5LxWlHm10ZqNBNapjOVklKKiMJa2kFKjZtR9YbH7VJZVSniJHBWrwHlqJdsJsqYCUbUXH81FK0+5SsN+PxX2EpFCba5QH1GjGttCb76/hJLDqUjm93H3J+rUBUz/taYbo5oi+bw/9/wZc/oGLj9nb7O6bsuoYpZwjZ7DCdzGY1jq5vCr9upRB26T3Y3BCPXqVEeCc3Hnsq0p5kl4+pYhpCTTaWDkeL1Xn0Gi39QxgYpLqhpZSsJlt2rjFmnBBe4/1T2/XYLClgJiYJ753jJXXqmLJaI0xWm9+WzNcaMQ1BzZWff/4Zd955J6655hqMGTMGzz77LJYuXYqNGzfi888/x/XXX88vpilT6gpZaWlpuO222xAc3PGb6a7GnRNG4pkzJ6HGbMGF83/D039thF3stvpp/6A4OiCGnzsde0rycH5oPmodKuiSZ3j9b8nkSliThcV9r+LlvECOvnQONybyPl2AnoDhoDBprB/UF1q7IIvU6N2LrTa1oBSolFVDFR3J3p6SxN6PH28jNQQDIgc4c1uop2GpULgpYmw1Mq8oYjS9z4EqejRUMWM8uv35A4SckGXH3BsxhH7QdTwNbMnfAvOJP+GwW1Gz7WX2zFb3msbWFqbMpT5nUUaF7aziXAzTV0Gmi0avOd9i6CU/IfScrxAy43+w1QZ5bEfQ3RkZH4Mrhg88ZcEuhWM+u2oT3t20iy29Vqaf+hqpD60t7v79b3y6zd3Koz7OnBgx06vDFTGdELhKXvFU/LLX5KJq/eMoW3QZao/8AHtNHnv7K0L7sL1gZypiaGKdP29QEdNzbfx6ItSIl6mDYT75F2yVzb/3PcVuLHMqYtiezG70vXOI3QZTFgXlyqFJ8my97qaGqacC9JQFew4hs6ySLTXp2NyR0DnguZlCxtUjf6yF2dq2InZjzZikh27jIhNlWJb9tdbt+6RQr9zsbt9an9LlQqGKbGDayiZR3TIpuflCrFwu46ITFZi8mVWgFXNiKtZvRdWuhhUWrUERKChibPUUMfbaojbnw1DB0F5r9InMME2S8H9CpXQqYop/WoKy5avbbH9KKnFFcG9+zKrWPYbqzc/yEJKEtcgl85HOm9mrYNjzAQy7hfxiRWONGI26RfejtNbotJGVKBT3rVTbsXVA3oq30KUkIfGBW/l61v+9D1u96AFv25IRVMy2FBU7bcmkQPWYKy5A8uP3NNs4rzaZubhM68bObjz2VCSV/i4x08uXUcdIOTEtU7RUbd/NzZvAEUOEQQO7oy670UMMh6lRDOj7N53H4618mDP7JEEuk7kpYuryYQLb9T70BNq9ESMxb948HDx4EE888QQOHDjAzZdJkybhxhtvRHZ2NkaPHo3XXnuto+5Ot4JOGo9PPw0Lr56LQLUK//1rAy759nc+sfhpP6xV1ShZtAIypRJR82ah7Ojv0MrtSNeN4iDe9iBlyDwUWjSYqD2JsqKjiDjvTA7rqtqyE1U7mi6MdQcMh4QFsrxvKkLlxgaVAQ6dsLlVGAuF6V+Hw/lzfvx4mwBHDWrtcsSFRkIZKkybO2wa2I0yt0aMtdzmlUaMKnIwgiY9A7km2OPFLeWDbMktRGm9v01F4YDR9/FSoGbP/2DY9zHfX2XkMASMeYiDyUkxY8oSCiO+AjUNRmmLyDUDqqjhkMvlXEQhv27yTZemlDwJ6OypSJ7MFpsdOrHAIYUaN8Xm7Dy8tXEnXli9pcnbaXv34ktjZtOBt+3RiNEqlYjshIBhnsCc+n+cI0Ph35ArULv/M1RvfZG/rwwf1C5NyfwvfkDFhq0eeUoHjh7qppAhrGK4ttLfiOlRkM2ett+lrIoxHPjCa7+XGvnS8IFkT2Y3ec9OyBtYCrfDYSyFKmakRwXrmoNHUb37ANvuhEwe36q/ScVU6bj56LTW/Y62clbfZP44WlLGDfj2QBMfi+R/380++tlvfsyPm1QszXzqVWQ+/Tr75Dd0LKPjVM3eQ1DFRCFweNuPlxtP5rlN9TbHRLFhs/6E99QrZE1GlP+9DhmPvYjcj7/xSpA521/L1bBX58DhsDfQiGm9IkZapyo64Txan5AJY9DrnpsRfvVF/Lm1rNyZrWARz11tQTfoGqhixnJTmpSr5vzN4ndksFVmuh27TFkr3X62MWsyeQutyUoNYiPGpW4jZcQQlV2snhMycSyCJ4zmZp7RgwGf1mASFWYy0eaK1jSGA+KwZr/UuqymiWOabZw782E6yCrSz6kMjRXOw3u7QO4xDfm6WovR8dwTdV7pMuH4QcPblKXUmpwYyW5f318YsmwN72/ahbc3ND0QQWsEYnB0JDcosyurYLQI6h1/PkwXbMRIm9Q5c+bgm2++QUFBAfLz87F//36+3LJlC5KS2i5D7snMHdQHm267kiXYZFU28YNvke7SwWwbDiiD6SDjV9pIFP20mBcZ4WefDmWIDv0NG2FzAEFilkt7IFdqsFExlq8X7PoMcrUacTddyZ/nfjS/zTJtX4Y2aTUHjkKmVKA8OgpJGrERU28TrQ4Wpqc05iLoBwme/TXi4qyrQ9aDn2/33kSdn7ZBCpIguQlFFjVigwOhCBMaMXazCnaTGFRsESZHzCVmN2syY3auV6cjmzrvTk9NhN3hcE6HukLh4bqBVwI2I0zHf2P7JP2wW/jntGIguSn913bxlG+LLdnUYHGKP3rEKd/3N2Kah2xarh05iK3rfr9mnseTaD/tE46lec3YmGl7J/KlMTPL+bWCb35pV/Um5eWVGDp3qlGhj4I29XwEjnsUwVNe4uKONGGr8iCHoqWQHzpNnue8+3mTxT1uvMjl0PVOhDIsBJbCIp56di1m+RUxPQ9t6nlcsLXkbWRrHm/AQeFczJXDJjZiHD7WiDFlLOVLTfJZHt2+cMGvfBl96fnsGd8avttzGAcKSzC1dy9M6S1O+XcwdFx8/dwzoJDL8NTfGzmboj0gS6CEO2/gbJTMZ99g++TKbbuFAG+HA1Xb9rjdvmb/Yey74EYcf+hZ/jx85tRWq45c2SA2VCZ42IiZJN7ONaujrZCVnQQpTIp/XoLKBiybaI3VkgaNjK0u+/Ea05wtZBUSpMDkv6VvfZCzvUY4v5PzQmdD77fws6ZBKSrILEWlThWnNxox6rjTEDTxKagTp/PnVtGOTBV3mvj3hM/txlJYC3dxPqMqfrJoNSrsMV0VMdQYaOkxosx4qiLGtRFD9mQFVTX4ed9Rn1qLe6SKzqhbA3oTo7ifIXWBlBPDTV+ZDAFDxczOLqCk9iMwVFSZ7M2va0x8vfMArlywmIPjfQlnE6WgiN/zh//xAPbOvR4Hrr4Tx+5/CgXfLuQ9vit0bK/etV+IMhg/ypnv0lJ7M8NhYT+h79e6RkytxYK7Fq3E3YtX8jGluUZM38hQ9IkIZacPyo0hcv2KmK7ZiKlPdHQ0Bg4cyJd+vMPgmEhsuf1KlpLRwWz0O1/j94NtDyuP61OF2MsqEDHKb/FEWCsqUfLbcshUKvZDrTq+BCFyI5ZWxGNoqjBx2l4Eps5GjlmD6OpdHDAYPHEMAoYN5IDM4t8Fz+vuCHna2yqreHFXYKpFmtaAKocWck2I2+0CQoQCYLC9DAFDBD/+6p1dv3lBlkDX/7gMN/z0BzLFk6GvYSncheqtL8Nu7thciM7CYRKeh2KrGqFajVMRY69VwG5yP71aioSNFi3aqGGa8/anyHj8JZjz298PV5oGbWzKU9v/MigjhM2MJvU8KENS+LoyfAAUIamskqGpy85iS1Ye/m/tVucGlBoxU4LE4nHU8FNuL0m9KVDRT+N8ccks/H7tBZjcO4EDGaVQ4/pIjztd/iTm0JFdRlUTU5p1jZhs56QobU6KflzktO/wNr62maYiTfDU/xMKYgoNlGIwsDcxHBFsCqxlFc5JufrYjUZWvZCvNSl41bHRXCC1iFPp/kZMz0WmUEM35Ca+XrP7fQ76bit2Ywlv2qkRY6+VOYuYvoLNUAhL/lahoCoWW5ui9ngmqrbuYoVl2HQh8L412TBP/rWRrz8zc1Kn2t8MionAbeOGc3H30eXu1mHeJOKcMxB16fk8fEINloKvfnJ+r3Tp3zwgJTUeChYshMNs4QBkIuxM98y91j7mW7LzEKRRY3CMZ+rYsb1ioVEqsDI9i3/eG9A6JPGh25H26n+RcMf1/LWq7XtOOUYfuu5uZL/xUYvVHETtgc9hzFgCm6EIlhJBgaQMFzLLWoOtRlDEyH1AESNBAwSE4Wh6Xdi12JDxBur4Cc7r1JxW95rqzHwjhGaXnW17adAidPZ3UATVNdkIWtu0VA3jpogx162pCus1Yp5ZuQkXffMblh4R7Ld8nYaGcdrDmix4/Ei+rNom2D5RjUAZ1DLLpGxx7dgrxG+11FkkhQbxsXp/YYkzXuG5VZvx7Z5DPmdX5mpNVr5mE+/jaTCaBg04H+2rH3Hknw/h5CvvOX9GatqQJZlcpXRp5niuiLFW1cCck89reGUr9zn0WFpJweMAfjt0vFlrMhrupw9Csiersybzjb1WV6ZTGzF+2odwvQ5Lr7sID08di3KjCXO+WohH/1jbpkVlbKrwpgsd7Fs+z51FoVhMipg9A8rwINQc+ZG/vlM7GQovTHE1xYz+/fB0tlDwJa9aWhjG33ItoFBwOF5LPSu7CjRJQOiH9EdFaRbbwJXKT7WUCAoTFn+RqGB7HNoEUYHKKi60uirHSsuc8vSvdx6EL2I89gt7KNcenI+egIVDUYEqhxBoqooeCXXSTNQcDeaQ4jrksBTXFZ9tBqMwBWN3oGp7+1sKTkpOcJsOrY9MpkDg+H+zpZJ+kFAokFBFC97KlmL3wkFH8tjydXhw6Rqnb3tWQSb66gyo1cRBTvYc9ZAyoRRBAR1+X7siGqUSA6PDkV9Vc8qE1H/+XI/klz9idS09/pRvIJFXJawLGoKKlnK9TghPtdtReywDEKfaaEPSro2YUN/ZHFChJmTG+5xdVH9owBvUujRfGpqyJkxiHgxZBrmGH5vyBHsyfyOm50EKBMmujmz0lFEjYK/KgvGYkIPSWsgiyV5bAqtJAdhl3IzxNWsyyj2jdbOm91mQyQVbG4/VMErBxrGlzN99kCdMaUhuaop78bYzeOrMiYgK0OGTbfuwOr19CqVE7LWXIHLu2TxEReo9JRV05HLUHs3A8QeexuF/PoT0f7+Iapd1kDYt2Vmkagtko2mwWDkfxtN9mV6twhmpibx33njSe/ZkYadPZKvkoBGCKrJ6t7CfkSDVAA2QUFHP7lKMbw5V5FBuJtoNhTDsegc1W1+ElRoxSh0UIa23rpFyPXxBESMhDxFso6gQKSE17rwBWYeSgpWgPDfKYqTH0Zy1inN4TCeW8/c0iWfwep+sHU9RNJlMbIfVUiifpClFTKXRjJOkJgOw5HAXacRQBkY7NWJomI1y76g5JykDqBFDBIrvsZZA73ciXOc7jceeBr2nhsRE8JBXZnkFW2kfKhL22N5z9/EONNREmAuLULKEsuaA3k89iKG/fo5+772AmKsuZOVL+epNTrtCOv+5Nig9tSbL+/w7FP6wiK/XUhO6jbZkW7Lqjp8LDzRs20/5cSfKK7kxSefEtAhh73K8RBg+9VuTeQ9/I6aN2O12ZGZmOj/Ky33jYKFUyPHiOVM5N4YsSF5cvQVnffZjkzI0P55hKS0XsmE0akRdfB5MmX9AYy3HsvJIDOrTdCCctxptJSGjsakqBLaKdJgy/4QuJRHRF8/m5lDOe591GelyS5AycIJGDYO5QghoNKhPDTtVBAjT/3HKau74B40dIVghbBcWaV2V7Tl1nv5f7jzgk8+xrVqYfjdlLIKtqv02975CWYXwnBjkAc7p4sDR98KYQWqZukYMb+4cdZ/bDQZnY7BqR/s3OGgaNFit4sJEYxJvKhKTpVL9MHFllBDubS3qvEbMsZJyN6l0cM1h4b5FCvetsWlOXyoi+Doj4gRlcn1VDIVLU4Pjxp/+wA+iLRnZ2hB5lY2vJ9jaLrkXn5Oo8eKa0yU1ALyNVKhI8hFFjISMimIB7RPMLSliiIoN2xo8L0iFK3WC0IjRiM+1Ode9EaMMD0NPhdbu0jreYrHw2r677hmq9x7E8Yefw8kX34XdYuX3asDw28j7FrUHv4K1ovWFPoexjKpksBoU/LnNxxQxpPgxZVJBVQ5N71nN3t54IptD1qmB0NrweDrnPv23oIZ5asZE+AK0j3jzvDP4+j8X/un0fvc2ZC8Wf8s16PPak5wb0+/dFzjbUhkazIHaVEyVFOuhp09E9JUXIOmhO7zyt/84IuwTzu4rWCR5yuz+Qr7EYjEU2ZsoQ0O4EGfOK+ShueLflrNaiKaoCVIFGQ62LNMyYORd0A2+gVUc1tKDbDOroqaCXHgPtgbnMEuA76yhSJ1DLhSuWIrbbk0mQY+XKnYcX1eGpkGuDoS2zwUUboTK1fdzXowirD83aRrC4cyHUbf4b5eKjRhXlXFBdd36qsJkQrGY2/PHUeF17etQsZqaUtSI8UYmEkFNyrKVG7iRS6peTa84qEXLOt7wt7IRQ4ojIkTb8ufOT/vYk23JrmsYHC/1LRcQdluQy1B7JAO1R9KhSe6FgCH92ZKQju/UiGF7PLvd2YCR3AGk/My6nJmSJrO6ir7/HfmfLeC1vrSPalMjJrvOonzFsZOobMChgCzIyM68r5gbKSlijol7hTpFTM9VkJV7ac/gb8S0kZKSEqSkpDg/3njjDfhabsz2O67G8LgollqPfOcrrGtVeG7nyeh9jcJvF/KCizcTQWqe/icV5Ys5qZjZJ7lD7sOcgX3w2Ml+nNhDknS7uRrRV8zjINGqrbtRsWYTuhMU8kmKGGp+BQzuB1mNYJNk0586WUiL5wqbGsmaWpTVGhA0VrAuqtzaPsGkHd2IoSIoFaRdFym+gMNmhr1GLLA67Kg99A26O5WVwv9rVdYFPNKGgzaxUkYMowg+xdqQ8qUIel3T67s9oWnQMfHRqLVYPQpkd4VzLWQKVsR0RvOPJnMkpYO0GE91CE2+kAQhL6s+1OjytSKCrzM8VtgAub4+aHMqNcFWZ2Tj1XXb+Pq8gX1alhOTkYUal+ISFaF6iiKmPSE7G+OJLM52oSlyKmpKAbauSMoHjaiEkQoX9DzUHDoGS0ERFzTILqGnQmt3aR1/9OhRXtt31z1DwKB+0A/owyo12uATiqBE6EgNabeiZtsrfD5vDWRjSRgrhYKprVooBjvXBp2MOXcjHKYyLrgqmsnQoKnr7Lc+4etRF81m65HW8PHWvUgvrcA5/XpjoqhO9QUuHzYAs/ql4EhxGZ5d2b57Bnq9hUway3YqCbdei0HfvIc+bz6DgV+/zUHswaeNQsw1FyP26ougFcPt24pUsD6rT8saMef2F6xZF7eT8kAqFBd8+wty//clavYdQvHCZaeo/z1FrgmFrt8l0PQ+x/m1lthg0rqOMkaLfl7i/JpdGmbxoTUUNYwlezIJS6n3GjGErt+lUMVPcmZHUSNGpgqEw1zBA1WB4x5p1FZQmnxvjSLGaU1mEhQx1BiVHBCICqOZ8+8IWpP5mkKgsSYsrQFpryOFmreVwu9/R9Yr7+H4I8/x55pe8VDotILSjodelHx+ayn0+BI0uOyn8xgaG+lsxLgqEo+L+xBfgV5nqohwOCzC+zXi3OmnHBf0fYXziOGocB6RGjI6USmmFjNimlLEuL5v8j75xmk/rBvQcDPYE6TaEeWDmm02LBMHFlyRhh4pG8b1kvbgZJn41/GT0CqVzgZNT+QNL+0Z/I2YNhIREYGMjAznxz333IOOhhZRJUv/5k15Q6RFhGLjrVfghtGDuXBy+sff47V1DU9O+mkaCpykx5oCF6MvPh+1R3/iBdoPJbGo1SWid71FYnsxZ2AadhuCsaQ6BQ5zJTdjaJPY664b+fs5//sK1squbcXlCp187IZaBA4ZwP+n3ixO+IYIJ7T6FDmCoZPbUVKay1YANEVVvX0Pb6y7GrTgfnfjTmfQ+g2jhA3WUh+Tp9s4Q8QOZbgQkmgtEyb8uhOWwp0wHPzaeew0VAsnXoc6xF2N4XC4W5M53C0MzC6qA9qkuKoF2otxCTFN5sQ0Nc3PgbCmctiqhIVkR3KSmlbi403vBZKrD9MJj7u6kWJD3TSn32bAU2hYg9jl0iTZITZ/R8RFQaWQw2KzY2R8NCYmx7esEZOZBcOhuuNBe+Ui+VpGTHtTeyyT7Q11/dMQMmGMUxVTH5OofKFBDXdrskIUzv+Zr5O6tydDa3dpHd+3b19e23fXPYNMocDuOWdDRsHhC5ehYt0W/rq2zzy2KKPJb8P+z1v1u62VwqbeWiJsL60VojVZjfdsntqCKUMoNmtSz232tuWrNrBSQdcvFZHnz2zV36Nm9n//2kD50Xj+rMnwJahw9P7cMxGgVuGlNVuxp4N9+NnONTyMg9h7P3GfU6nnDUoMtdiak8/WKmS72RJSw0MxICqcs+gklaU3CRwprFvKlq8+JdeuIdsyT1EnnekcmpQy/zyB1AXFvyxF/lc/OoeCJGsyX8qIIVT1Cn+SmtObVqJB4/8NuU4oCJP9mG7QtdyMoVwYhb5xZauUfdeajJgy8WeljJhCcQ0rQVPrxWJzzFXt5etIa8BaL9mTVW3Z6VSOERqxaSvZruoH9mlVI6xOEeNvxHQmQ0XLr70FRc6aB0GDDL6GZC1Gr7ew6aee23ViI0ayE5PeA+QUIPycForgILYpb0wxZiYLc5GavYc4W0ymVECX2nDtqzlo/0yNXFK63DhaOEf8cuBoo/kwkiKGzolSRswra7fyUOdt44cjuAe/X+7x0p7B34hpI3K5HL1793Z+hIZ2fHewdMnfHPx8/JHnedK6IXQqFT696Bx8fOFZHMp7/5LVuOSb350nn+YRCmE9XRdDHWmSGsZcMQ9ytRnGYz/DBiWe70A1jHRQHBITifuO9oJdFcSbS0vhDgQOG4Tws0+HraISeR93H0UC+SYTbDNGfst2YUogMDy14dvLhQNieUk6n+wChg2ArdrQIQVvb/PIsrW48/e/uYCuVyn55EesyvAt6y/JikwR1g8ybQTshnw47O2r9OhoDAe+hPHQN7CVCdZY5lphkaTU1ln62KoFya7dVHd6dVjd7b7qZ2R0RE7Mab2EDeSGk4KarCVIFmCdYU/mugAnf9r0gmz00dYi3x4CucZdaXRq0KzvTHN2RUXMDjGThyannxQtda4aPhBxYvZOUxkxrptw8u4mL3fyTG5PRcy+ghK3zUN3R7Il0/dLRbDYiKncKDRi7BYLB3u6WpNpxGasVPCkgh9t7Cj4s7Uh5N0FWrtL63iVSsVr++66Z6BMkEv+WIenUlKoGo6T//c+r41kMjkCR9/HRUfT8YUwZdcVij3FJtqaOcS3uK1GDodDLg5qdC62ypOwFu+BPCDWmX3WGDRsUfTjYr4e/48rW50N8/yqzSiqqcX1owZjpGSh40MkhwXjuZmTObz35l+Ww9ZOlnwdzY97j7BT0bn9UhtVMDTFbFEV0x55HEGjhyH+tusQOHooQiYLVlgEFdhI8UHHdbKkaSkKfRTUSTOgCE7h4RlPKftrLV+S0wNl1RC0X+Lf6WNrKFdFDD1edlKfNzKE6i20qechdPZ3UEUJe6/GsJuEeoqsFfZWkiKGMo3oPeiaDyM1aspc/s+uYk+mTZGGcVrjxOKOtbyCh09UMVFIfvxufu+ETBZU8RrRdjVweMttyQh/I8Y3GCIqYvbkF2NzVj6rLuQymTMk3peQrMVCz5jY4HFS10dsxBzLFCyacws4O1MRGODWzCFVjVVs+JN63Sa6ZbgqYvSDxeO53c7ZS61V527NFoayxiXG4qy+vfnxJeWnySocd4rE446kiOkbKaxPgzRqRAfoeT/+7qZd0KmUeGhqw44UPYVQL+0Z/I2YbkDI1PHQD+rHPoXH7n+qSf/1m8YMZXVMangIftp/FCPe/hIbTnT+BqmrZJSQ7Zc6LhoR589E7cGvAZsJq+3DkW3WdWgjRlLFFFvVWKMTJvtqdrwJu6UGsTdewYvVshVrneF1XRnyhC1fuYEX3aHTTmOP7wR5GcqtSkSHNxx6Wq0Vvm4uFTINgscIDZzKLV3Hnox8xakYsM7l/RmoVnOWQ5hOy9Mi7eXr3RIsxXtRs+sd2MqPOifKFIEJbE9mr/Et+7S2Yq8WpnotFIbKG1dhcajV101C2MTitMPitCyGzSTYtFB4uWshmiZtiepdgkd6ezI6LooXtGszc1qshpQ2oJbi3Z3biCFFTJ7QtCpWNh54TNZkpIKT1/MT99M4UYF6xAcH4lBxqfO4Itkhjk6IwaPTxmHHnVfjnkmjEBck+ALnNquIEZ4jqQEefNrodlPEkMR+Z24hIvRaXt/0BCSbAgqrpcea1iY03XzypXdx4IrbceCyW3hNWJt+AlAooBb9t2kKj5piVMQioi+f2+pCs5+ux4SkeG6o/qRU452kJJ4uznz6NX5f0iR4wNiHeXtYs+ONFilb6bxiLRHOZdZiMZ/CIYPdGsDKbbLQ7UyMmaIapvcsbjo1BeWWUD4MebHrB/dv1d8jBecb63ew4uTZmb6lhnHlzgkjMK5XLFuW0P3tDny2Q1CVXDdqUKt+/tx2zIkhyyZSWKU+8zCSH7uLC8uEJjFB8P632xu0mPQEaqSGzHgXMoVnax/KiCpfLeQXEZJyVVLE+FrOnqsiRpsqWM5ZOsC2yJNmXp0ixn3wqjlqLRYYXeyJqRlD9j9EsJg3k1lWwfuJQdERPJD3d3oW7OSJ7uPU2dO2XU1fJWZJBY0aipCJY/m9o44U9l5hMyYjYHB/hJ05pVW/u86azJ8R05lE6HU86HWoqJSbY2N7xbDCPbuyipsFvkTIlHGsbom6cHajxyqyDTaezBbsyRwO5/vBeRtnTkwxOwccvuVh5H7wlfP7km1ZxDnTEThcOJfp+7fFlkxQGdH5ntYlZ/dN5lyqyxcsRuJLHyL6+fcx+I3PsehQ+ilDbWkRITywIalhYsWBPD9tw9+I6QYogwKR+twjCJ44ljuux+9/CjVi8F9D0FQW5cZcPKQfMssqMfWj7/D0XxthtTUxCeX75/t2hSytyEOXiLvpCtir0mE6sRwyVRD+czyaC5xnpLofYDuiEUO8la6Futc02GuLYNj7EZRBAUi443r+XtZrH8BS5nuSzpZQuWkHbNU1CBo3CsqQYNjKj0Mjs2FbTQgiGpHNy0KEx0ZdI0yzSTkxVV0kJ2Z3XiG0T7yJB5euZvufSL0OGqUC/5owEnK5DNNSesFktblJdzsDaorVbH+VFVnG47/x1xRBSVAECnJxX5iCbSumrFWwlh+H3VwFh0WwPrKKjRi5RZhiCQoSNtKuk4SkH3SYJVsWuZt8XipEk5cxNQxM9QLS2wOaaKHFF72e9rTw7ykjBpJHAyx5m1Cz50M4LO7Teu2Jqxc2LcYtpYf4ujmo8bBCUsT4bclap4qx2R3YL4ZH7hAtrUbFR3MhgtYOlDfkVMRU1jS7NlG6LOSDRg3hkGay5nM0td5oBfsLS7kZM65XXKsmoLusIkYmYwsE+p8lVQwV1hwWKweKkrUS2R+SCoYsqQi6rZQT41fD9DzUSgW+uHgWHp46Fh+FhuH7qCieyEx/7AW2wlDHjIZu8PU8aFS14Qmn2rU5aPDCbiiAXJ8Eu1EOyQjWZtS75cd0Bg6rEeaTfwFypTP/oSmKfxUyOyLnzWr18YTUzHRMoseZmty+Ch3TyS2B1piPLl/rtKTsqhwoKMHmrDz0jwzjpmNrmJycwGsm8sKnQnl7Ejh0AF9SUU+yWjJmdczauXrHHtgqq51KE4OY5VaXEeNb1mTKsFDnMIGkgrCU1Nm6dSaSIqal1lhlte7OJFQYLagW1lZ9I8PcBpLigwMwMDqCb1PcCtVURyMVnikH6eT//Q8ly1Z6/LM0QOK6TqzaJijyg0YPPeW2AUMGIO2V/zjtolpKhfjchbTCVs5P++TEEKclxnEOCTUhqV7pS4ScNhr93n/ReRxqCF3fVLYPLv97HX9evxHjmhNT9tc6wGZzc26xiHsxatjE33E917LCZ53R5nwYqgUQ8wYJTZ2FB46xCi8lLAQHCkvY5pnyiF0zYPqIezlWw0zp2WoYb+JvxHQT5Bo1kh/9FyLOmylsqB5+DqV/rmn09qE6Lb6/4jx8QotvhYI9jE//+Duc8LEDna9Qunw1TCeyETB0AILGj2QFAHWnShMvwaFyM8b2iuXHtCMZmxDLHWlSTJj63gCZJgzmE8thztvE0yJ0sKbXQvZrHzTqP9kVKBNfx+FnTeVLY5EwFXPQEs0byIYIihxA5z6EW3KcBXDa4NDEQe3xzisGeMoPe49wLsar67bz55cN64+Sx+/Av88Yz5+fLsq9V6V3rj0ZNSPtBnG63W5xhv7KSRHTDRox9toS1Gx7GTW73oa9pq7pZS09wNO/Gpsw4RsaGnOKIoZ/XtxfWauETrZatAaSGjG0maQNsK2yyunN3Z5QOF9rQmhlCg0CRt0DmULLljWVax+Cw9a+xQkJaQNKRRFajKuqRBVAZMOTrmTJRFJvuY9NcnYFKAtGagTTRv9ISRl6hwUjXFRySXhqTeaqipEmuajwT691b4fsbhMt1aQNRneHbDosBUXQ9Ipz2iJQoHjEnLOQ+MCtGPTtuxjwxZsciB1z9UVIuPMGt5/XJgrHaL8apmdCAx0vnjMVb50/HS8mJGBZaCg3SNMfeZ7zKrR9L4Im9XzOQKxc9xhsLue/xjDnbeBLmU6w0chWC0UtS5XYiBFVs52BOXs1HJYaqBOmQK5pWjFnzM5l9TvZiEjWNy1l/Ykc/LDvCGeU3D9ZaJD6MkNjo/DKOVM5B+yK7xaj2iUovKvx2Q5hj3DD6CGtbqJRs/Kcvr15+vfn/e1raRw8biRf0kS/Nkk4LptcgqrbE8mKLHLO2e6KGFEt6Wv2rlIoOxXcVWKToiMUMZ5Qp4hRt8qWTIJyYqSMmL5iSLa0DqahvFjR2ii/GUWyL0DDOOrYKFjLKrgYTdP+ntQjylZtwNE7/43C74UBP/qZ6p17WdnbWvuxpvBbk/leTgxxWmK8U+HuizkxzaHr09vNXl+y6pOQGofmgmLnbWigXmpASooYup22VzxSnnoQupTW5cNQzWJLVj7HU5CzCnHF8AE8KPLO+dOR+8gtSH/wHzhy3414+ZypmH/pudCq6pTyA6OErDVSw8T41TBew9+I6UbIFHLE33Yt4m+/jk9a2a9/iNwPv240oJwWqDeOGYqd/7qGrUcog2L4219iwe5Dp94WPReSaBd89SNPnsbdfBXMmYthqzgOZfggfFssLJrPFwucHb2Rpr9LE8xLMooRMOpu/nrN9tdhMxQh/uaruflAHvDFv/6Broi5uIQt4WjxTb7KRHWBMBVToGz8ZJQYEY0jxgCEy6pgF+2jIs6dwZfFv/n+Y0G+na7QVB/JSKVNJSliiPWtyPvw5oSp8fB3fF0eJCwuSCEmU4cI1mQ+FNDbWqTXDvneu04FkyUZNWYCUAOzXYbokLqQWatbI0Z4viylQpNFkxDHl2ZxyoU2KSqaRCRLlyZCYav3HGi0cE2KN6sYUt4cs0W7jUWHhGZGS9AknoGQmR/ycc9WkY7ag182eXu7yTuL5nRR0Xd6SgJpjNBHWYRauxy9ejUcRivZLfnaJGdXgAYKiG/3HGKbL2p8jW4g14CaYmSPQeqq5pAmwBS0IU+IZfsswtyEhWpr2C41YhJje1Y+DFnZiNCxJOHWazk4lCxl6Hyh75uCmCsv4Pw4V2KvvRiJ99/SaisPP92Df00chd+uuxAv9u2LP0NC+X159MFn+FI/7Baok2bCYSxB1dqHYa1sPJfA4bDDfOJP4ROlUCjLFQuSpjLh0lreORl9VIAwZgh5L5oUwcq3KQrm/8yXNNgmqchaAlkG3bt4FV9/4awp0Ku7hkXmnRNG8rDGkeIy3L3I88l1X7P0/XLHAXYpuGZk62zJJG4V8xjf3LCjxXauLYGyLmiyOvycM9pNEUPN1YqN27nJ6PZ1MQyaztOapARuxtKa0mlN5mONGF4vixPiqvAwH1PEmFuliCl1yYQgqk0WZ0ZMP7HZdFLM/yXrptgg4Tlpav21M7cAh8R9Rn3Ka43I8XDP4A2SHr2LXTrotU05RPRarA/VqQq++YXtIImS35bzZekfq7ieRdZmtEcKGNCnXV6T1IihfTc1YP10/lCAxGlJcWyJRfhiTkxzsCKGhzqF97iuEWuy8tUbnMdiGlSTGjCcESOXQSU2ZNvCyfIqbvAOj4tyNlg0SiUP5NwxYaSzuUIqvAenjsVlwwSlpgQ1YN6feyaendmz8yS9jb8R000g2xyCNt6R581kqzJFcCCKFy5DxhOvuBUH69MvMhwbbrmCg5cqTSaehrr+x2U8EevEuQjteR5lhd/9zgsA8iDVJgRxYDdkcuhH3IGFYkFTkvd1NNLf/Xn/Uahjx0GTNo/tk2q2vgSZWomkh+9g7/f8zxagerdgp9SVKCeppsPBjz1tiGkzJCs/xMVvSxPWREmhQdhZIwR5Sx7nYTOnsC9++aqNsIqLWl+lvuR8Yj17hQFR4dQXxLFOnAQz7P0Q9tpiqOInQz/0n/w1RXAyH4MUAd3DmkyyIiO1jyV/K1+lIGPCWrwPwTIj5zS5TofUWZMBNYc1UEaOhrlAUI9opKK2OBFGx2hpwq8xC8GylRt4SvnYvU/CWlm3eaLXcPbbn+DgNf/CsQee8qhQQAuwhOBAtrQrFhsWLUGuDef8AJkqAMajP8NSJDRF60M2deVLrnAWv6wV6Zw30JrmTEZpBZ5MzMCbIT/h/LBChCqt2GsIRq/QsEZtyQhFPRWHn+ahIhxt/FccO4kXV2/hr9GQRn3oPU45MeVGU7O2LdLGQz8gTbDEipUaMd7NidmRW+hUivakRoyUM9VS2JJsxhTOK/DTs6E8jA13XI1PR4/A8pBQWAuKcPjeJ1F7JAMBo+6COulMPtdXrX4A5nzhuFAfc8462KpOQhE2AHajcD7MEQNlzYVKp6Vnexa0G8NWdgS28mNQBPfmQYKmoMGlitWb2NYv4tzprfp71Mjemp2PMQkxuHL4QHQV6Pj86YVns+Lx0+378OGWhs/vvszSIxlcbJrVL6XNdnBkNz0kJpKfy/a2ASZbMhqm1PQS1s6tzYhpiOq9B3Hwurtx4pnXkfnkq27fsxSL1jdR4WyVS1Rt2elU5ChDguBLBAwbhODTRvF7k/IXCKsYLN3Z2I3GViliyuo3YswWFFRJihjhf6SBS4Iy8KSMvnzRvqw+lO037r1vMPrdr7G/QCjoEpT998Sf6zkLYuAbn7dqD9AaaBgkYvaZ0ItrFZOYU+FK5dZdKPj6J2Q+8zpn30n2TFSIrtl/hDNviaAxwkCmt6GMGCmPx49vKGKojkPH8FTRjrArNmL0fQVFDEE5x6Rgd0Ut/q/GdCFDiWpUhDknj/O7LKXlUEWEeyXD0TUfpjWQ6w8NJ+j82atexb8Da4D//ve/OP3009FVsFZkoGL5TTAeW+j8GoU69X3jaV7cUejksXv/C2MT0/M0BfDSOVPx5w0X84Hvix37MfLtr7BFXHw6FTEyNJ0l080wFxRxM0um0SDmmotRs/MtwFoLbdoFyEckL3jIQ5EC9DqDGWlJvHhYdiSTrQT0Q26AIrQvWycZ9n0CXWoy4m+9Bg6rDRlPviqE9nYRaMMu2euFzRRsyWyVmVDZqrHLEIyEUEEm2RB0ojhsEUPQioSAcZoQpt9DtkXsxenDFLkskGkxQvZArtA0AxXUacLBbG1Y8daemHM3wpRJ74swBIy4HaroUQgYdR/0w2/l78sDaLEhh72rN2JcwoWlApS6l/BaNOdvgkIGlFg1bhOvrtZkNQe10Pa/G9byKl5IqaLc/YuVbE0mLDKtZacuMkmunPPe53ydpmWy/u9/Tll/zrufo3TpSm7qmHPy2abIk0ILqWKoFrb0SOPTzU2h0EdBP/x2bsobdr/vLKxZSw/DbqrkPB3D3o/5a7X7v+ACXvXm59nGrvbQNy3eoPZRFOJfsekIsZfh4zTBciTdFs2KwIbwVUuNroBKocCLZ09xFrSIUQ0oYiSvciJfLBg0BmV7BY0ZzlkLhFMRI9rzeQOa8DxSWsH+xlGBPeN5rz0sWvT1a3wgwY8fTxkQHYH1d1yNv2aejm8io4Cqahx9+FlUbduHgFH3QjvgSjisBlRvfJLXwa5NdVtNPgx7PhBej4Ou5cwJ10aMrdIMRWgf2A35nbImMKYv4ktNyuxmrapK6JzKWZBXtmry2mC24JE/hHXra+ee3uh5yleh4ydZkqgUctz665/4ZX/n2cm1hk+3CWuEG0c3rJhtCfRaoVxGoqOaUjRAQk1AOj/azWbv2TuL6zQagHBthlqKBHUC2fCFniFMOud98i2vN6npQbmcvoRCp0XvJ+7jwHZlpLAHJBWFL9hvk9rDK4oYV2syUREjIViT6Ru1JqPjz1XfLeZQbYPFiou/+d1pM/jSmi14ZuUmbvTQoO3Gkx2bMSoVoU05eY2uZ8iWKfOpV91snQq/XYjiRSu4SB12lvdrc9SgoiyvkBY+b37ah2GxUbh6xEA8fsZp/HlaPXu+roQyNISPrYQmMeGUhoqkiJEaNZJzCzUrraT0czig8lJ9sX4+jB/fwN+IqceuXbvw/PPPoytBGQ0Om5kn1Gv2/A8Oh8058Zj26n8RPGE0n9yO3fMET1c3xYw+ydhz17WstKDu86QPFuDFdTvcrMmMHZBl4CvkfjSfC/fRF8+GvXorLAXbIA/sBd2gq/HbQWHhMHeQMOnbGZCs8PyBafycLDmcAZlchcBxj0GmDuYsB9OJFXxgj7n2EjhMJi7kemtx394Y9h/m161+YF/2xiTo8SdWlEec0pyoT7pCmL6pzRV8N4nws093Zv50xmSmpxSJU/3fXjYbf1x/UYOvL2oAUo6MJFlvSVGiMSWDp9Qe/pYvA0beBbkmlO+fJvlMKEOEx1ymUEEeEM1FeLIw66rYXRoxsAn/hzpRWChJCpkquBdrpEaMTJwaIYUGqVcopLy+XRYpYiSrBZp8kajatpuVjKR0Iastskhhm8Ftu52TYbXHhEZK6LQJfElTZC3KiTkkTNS3BnWv03ny2VZ1gt+T1GSpXH0vyv+4jsOd4bBCHhAPh6UaFavudVrUUfPObvTcRiK9pBSvJAtWmSZ9b258ESVqd3m3K05LDb8iplXQud9VgTc6oc52rzU5McqgAKQ8/SCCRgqFMU2c0NgxeVERs00Mlx7fQ2zJCB6qUChO8Zz246e10MTjousvhPWyOXg9Lh4yswXpT/4fihb+Ad2AqxB42hOQaUL5OF7+x/Wo2vQ0qre+hMq/74TDVMa2X6roETzAROSqNagkJXN5FQ9ruK7hOgpqEpmzV7KSlew1m4LO01VbdkARGIDgiaNb9fdISZhdUY2Lh/TDFNFCtqtxRloSZ4jSEvnmX5YjT2ys+ToFVTWcf0fFammd01YuH9afbTi/33vY3SWiHWF7MrsD++bdiKKfl7Tpd9FUdeWm7bweVcVEcWHP7qK4J0UMDRrSaz5gSH/+2zZRadFaRVhHoU2K55zF6l37cfLFdxq1Ye/wjBittlUZMRrRFsvVmkzKiJEQrMmktVddI4Zy/S6a/xvbyx8uLsO5/VP441BRKZ5YscFNNXzlcMFyaHM7q7zqI1kzN6SIMRwW9yNyGTuQ0Os1+bG7+LJ61z4OMY++dI5zv9Q++TB+RYwvoFTI8dWl5+LmsYL6KU3MiDnuI1lQLUXXN+WUvEwJOu5KKpjA0cOgHyi43Jhy8uvyYeoNcLYWsptuzOXAT+fhb8S4YLFY8OijjyI0tO1efB2JOm48gqe8KBbff0P15uecxU8qRiX/+24OayX/0qxX3mM7m6aK8XSi//mqOfjf3DN5KurF9TvcHMmMJjGBuptTuXknKjds48Vr+KwxMOz7iC3JAkffz+HVCw8I0tl54oGzs7h4SF++/Gn/Eb5UBMQgcNyjfF8pZNxaegjRl57P000UVp/95ic+3YSQoGYJEX7WNOfXpOL3iooInn5uCn1QPA4YAiA35MJWLSz8KOSMToqmkzlO6bMvK2Jm9k3mSdWGkALsjpd4PiVC2UGG3e+hat0jrb5vpHhgm4+gZKhix7l9760NOxDz3PvIKq+EIkDIibFVC56/XdqaTEKmgDKsH7R9LyZTY/6SUV5nS+ZqTUZWD06PV7uDJ2PqT9hSRoxkTUZhlpLlUOYzb3DThSwXAkcMRtzNVyL2+suE7x86xtN/5LNMzR1SG7SkETM9LQkKuQyrM7NbfRygxpuu38V8vfbQfFEBI3RJqCCnihmL4KkvA0od5wvIlHqoqQhmt8B49KdGf6/dWAZbVd3rxZyxGMMCqnFSlgDN5FfwQ0kMiiwqmIIbt3uxS9ZkfkVMq5/bV2YJqi9qdkc28jhK9hhUDKAiQNJLH2KJtJluAqc1mRcVMXWTXu6y/+4K50KVVUCbGA+53ybAjxdRyOX4v9lnYMad1+O/qakg48H8j77GsZffgzJiFEJmvA9N2hzhdZi3Cebs1XDYTND2uQj64be5BYAf0WmRTaoYsxkyvVD8sxRs79Dny3jkB0p6hrbPPMhUTStcihf+wepxssJtzfvqcFEpXlqzlQv30jG0qzJvUF/cedoIlBiMuHD+b81aUPoCX+86yEqAq0cO9FrWQ7BWg0uH9md1wYI9p+antgeu9jVFPy1uk9qDiti0JqWMTTU1YmitKVrc2mqN/D0KvafzPn1IE9m0tgyeMAa+DLkcpL3yH15TVKzbwnt2n2jEtNKaLFG0gasym1FQXcONmTCdlvNBXesz0hCMpIihRuk5n//MFuVkV03W1Z9ceDbeOk9opG0Sbe6yxFyY60YJGV6bG2iItCdqqRGTI6zXJOj1bTiaDplGjZgrL+SvhUwZz89r8HhBkUaqgsh557TL/aoQa1p+RYzvDojQ+4DyQrtC7ao++v5CjVCXVmdTJkHHXEkVE3b6xDprypw8ZyPGG4oYetx25xVBrVDw8cGP7+BvxLjw3HPP4dZbb0VAgHthrSugDB+A4GmvQx6YwJujynWPOCePyQOcwlpTnnuYF1dkZ3PsvqdgynU/GdY/ONwyfjirYy4amOqmiNmU0XULqy1ZUOW8/wVfj7/1atTue1uwJOt3KZTh/dkKZWV6Fk9eTUx2z+/oaM7u25sXajQJJm2WVFHDoR96Cxc+qzY/C4epFEkP3c6LmfKV61H+t29bc5nyClC+agNPCtCCTFInkOVamU2LPQay62q6EZMcFozlFaI9Wf5m59cpENM1DNBXFTFULA9rYrKKFDFEegt8Ux3WmlNypZzfsxj4ZE2h9JXrHnMriLtiOvEHX2p6n32KUmfx4XSW1P9xNBPKCKFYbtj/GQf5dkVI0eGKXB8DmVwB3eDrUREuyKZrFBENKmLUohxZCiWnY69c714I4owY8XVMhVWayD3x3Juswou9/lIM/v4DpDz3CBeFNGL2BU0b08QYBfqpIiOcYd2eNmLoWDE8Noo3cSfKW5+VpIobz+cb8t+nx0mTOhuh53zJirzAcY9wnox+4DV8W/2wf0I/5B+AQgNjxhJuuPBjVVPAmVs1O99G5eoHUL70alSsuAWWgh18/kopWQKrQ4Y9YRcgPCAAj+aNwaBdU5AQ2fgx129N1nYmJifghyvOx9eXNh5sXaeIqcEn2/bxJv/Vtc0XWanxKFOrvJoRI1mojushihgKriW0KUmdfVf8dFOuHjkIz/3nbjw9bgwKVCrUrt6I3Xc/AUupEQHDbkXY7O8QNOUVBE1+kY/7+qE3QSYTcvxo4Mcik+GkRossjWD3YqsJYVWKpXgPrzU6AlLkmk7+yQMBmtTzm7wtqQCKf1/O9iCRFzV+3GsM+r9v//Uvtrh5YvqEZtenXYFXZk3DhKQ4zkf5rzhV76vUmC14dd02r9mSuXLz2KF8+fbGnR1SCAw9fSJ0/dK4EE3rwloxD6w1VKwXhtdCpoyDUszMkawDpXBoaa0qZWkGjR2BuJuugFwMdPZlaBgh+vK5fL2zh+to2LUt1mRJog0cKTQoJzQ6QM97LNcGQWRAnSKGMmLImprsx2g9f8PowSh87DYcuOd6vk1yaDCUcjkyy4R1/snySg6kp+wjnUqJLVn5sIvZMx0BZ2TKZKcoYsj5gpT/VKiOvmwukh67C/G3CHuHyAvPhTIiDAm3X9/iBldL8mEIfyPGdyFVTK3F2qAdn68Tef5MJNxxA+ckNUT4mVM4TiJ4/CjBulku42alpVA8PrvYl7UW2qfRMWVQdDhbUPvxHfyNGBdLsoyMDMydK5zQuyKKwDgET30VyojBXByrWHk3rGWCSoIIGjEEfd95DgHDBsKYfgJH//U4ytfWFagbok9EGD6ZM93thfLo0tUtKv52RQq+XciT7METx0IdnglryX4oQtKgG3CF0z+fJq9I/k4ThJ0J5aHM7p/CGxEqgEtoUs+DJvksOIylqFr/OBQBQNLDd/D3cj/+FtZmLGU6C9ro5H+6gCcTSckjWQxZKKPDYcfq6ijI5XLOSGmK1LAQLCsXTmDmvI3Or4dNn8xydnrte3Mq25v/PzViInS6Jv3FnYqYljRizHWLGGvZYed1siorW3QpTJlLYExfDGvRLpiyVp768zYzzPR1uRLqxFNtC6QF/9bsAmj7XgRFUBKshTtRu//zLmlR5poRIx1jCZlMjp3hl+CKI8OxTys0ZCQkWwfJF9YkvsbYmszFLos2a3K1GioxI4asyUoWreDNMW3Eoy45n2XLUrNLLU7FUG6MM2A1OgLqhFi+HVmVkQ2FJ0wQrac2ioGsrYGKbjQFzde1EdANug5ydRDUCZMhUwr/J00hh577DR+H5NowaHrPAmwmGMhC02JA1bpHYTy8AKbMpdxkJdsbkl9W73gdNbvehdphwocFvRAe09+5GLdDhj717BpcsYm2G35rsrZx8dB+mJQsqNqaa8RQA5ZYlZHF9jBNQa9nKjBRw1J6r7T1eLk5Ox8KmQwjxfyZ7o6U9aZL9Tdi/LQfg2IisODR2/HzhedjZ0AAFCeysf+2R1BCamW5CqrIwVBFDeNju4Q5vwi2yirkBgbAKpM5c2IsBSVQxZ3Gw0GmbCFDpb2pPfIjYLdCmzqHz01NUfzbcrZsohxBdWTLJ1C/2X0If6efxODoCNw3uXW2Zr4GZRFSQz5Io8br63dgb37zOXSdxStrtvK56IphAzA0VlB+eAtaL41PjMPe/GK3PVZ7ETCwL/q+8RQizp/Jn1dsar2KzHRCGKgKGDqA9z2uihhSVROUSeOqMkl56gGEzRCy4roCzmGkzm7EiIoYUna0ShETGuTcR1G/L0bMgglx+X0Rei1iA+vWXr8fOo4NJ3MxJiEG7805kzOepD0DWTyRyoZuV2qoZXUbfU6F2NHxMag0mXFYfA10BNRIoel/2uNITSvCcETKu0uFTCFH6ORxbGlLBAzog0Ffve1UxrQHfmsy30eqd5AqpqtBe/2I2TMabSRGXTQbqS88JtQEVCqoo6P4PWISlWz1s2VbA6lhiOE9ZI/UlfA3YkRLsocffhivvioEhHVl5JpgBE16HuqkmWwJU7nmQZhO/uX8vio8DKnPPcITJLRoOPnC28h57wvYm5Wd101N5JSWY/x73+C3g75r7dQWKPiPfHlJjRFz1UQOnKZNZ8CY+zmDhfj1wHGnn74vcNHgfnz54766YE1ajOlH3AlVzBjYqk7yxLkuNZJzUmwVlT5rUVby6x88xUWbg8i5dVJkssAg5udH8OQQLTKbguSX26pDUOYIgLV4n1MhRifDyDlncch50cJl8DXIh5qmKqPq5Yk0roipaJUihizrJIzpv9E2AuasVbAW7+WvkTKmPtS8cVhqoIoew8caV2iyytmIycln+76AMQ/ye8d49EeUL7+JFRDO29fSYry8SyhiyIaNoNwTiX2F5ay46h3l7rdqpeKyXA6l2GCpU8SE8CZD8oNViNZOddZk5ag9Lmzy6fVZX21EvtOKkGBuEFMzhqD3CNuE9U9lFY00Ke95I6Zt1gSUC0QhzkHjH4dc1bCSlDKEJPQDr4ZcFwVzzlpUrn2Iw5vJxixwwlMInv4uQmd9DXXSmXzusuRtRJldh5dzUp02hBcM7suv+zFNhA1K/ud+a7L2RWrErErPch6DKLOK7DGag6e+XJqUbYGKDDQlNygqHHoXC4/ujFG0fvIrYvy0N6SgfO/aC2B/4DZ8IubG5LzxEY4+8wYrOOtTsVbI5NshNjMkRQxZbZCKlq+faP91l91UwVk2pMKkgYCmoOZ98a9/8Hk76uKmlTONFVLvW7yKr7/Pls7dZ+I0ISQIz5w5iQfPrvp+CQdb+xp/HMnEs6s2sZXTc2dN9vrvpzXWQ1PG8vWX1wgKk44g+DQhV6ly045W79U4e5Dsb8JC2QrXTREjNWJcFDFdEcq1ket1bG/VmTkxprz8Vg0B1SligtyG66KlRoyLIoasyWidE6xR87pHyn25dfxwbpzWR8pSXX8i183+TMrT6/icmFjOKXJ1ZCE7ZteGWkdT6VfE+DxSvaOr5sS0BMn9onr3fr5Ux7S9EbNHHKIYFuudvBk/3sPfiAHw/PPP4+abb0ZkZMtfoMePH8fgwYMb/OgsKCg7YNQ90A+7hXMMara/yh7+DruwQJEpFIi99hKkPPMQT8iULPoTx+9/utHwXPandakJ/mv4AJa4zf3qV9y68E9WYnQX6H/NfudTDoaLuWo2TEfe5+Bp/dB/Qhks+DuarFYsOZLB0t6ZfYQCbWdDoXwkOf794HG+fxIyuRKB4x+HKm4CB2ZTuGrsjRfxRHLlhq048czrzikeX6Byy07kfjyfrWsoqE+SeJONlqVwB+zKQKypCnNORzTXiHFAhr9rKCDNAXNOnR0bSURpaqn0j1Wwir65vgKpYSQJelOkiaqA4y1pxFjqGjG2UkERYzdVwpK3ha9bSw/CVik0A+wNNWJKDvClMvLU4xvL5MVNEE0O0oZdGZqG4DPe4mYgZYdwYYTfZzZUrLoHVev+DV9Gsm9TxU/gS8qHkdgpHi9HxkfzcSPjiVeQ/tiLPOlPChWFXuucEOafDRU2RLRh5M/FDZH0dbagoAKrTAZNcsMhv7QgI0syyapCkixLHrSe2pOR3QhBk3RtgY4v1Fwhu0aPbq/S87mJsFWkQ66LRMCYB6COHQtlSIrQPB52C+R6oVD/ZslwVNmV6CU+Vo+dPh7HHriJ/YIbw29N1jFIGTHSa2i6qM74bm+d0q4xNHFC87Lwm4VcKKo9fgLp/34RR25/FDZDy2yLpI1Zv4iubwXkKX5rMu/Q2Nqd1vXthS/uGZqDjss3jB+Bfzz3IJ4cM4pVLsZN27H/xvs4w0JSIVJjhhsaANZGCaqEQzqhmEhFUmX4IMiDElmxT1lz7Ykx/Xc6gUPT+xzINU0fG2gPROftsDMmQtOKidFHlq1lS1ayBpqS0vC5uyvzrwkj+fhO67pJH3yLHB9aM+8vKMal3/4Om93BuRgpHuwNWsPcQWmsxCVL6q1iJll7Q+dJbWoyZ1pKFmMtgdalNOBDa0za9ytC6iliRGuy5hoxVKxvi3q6vSH7dX2/NDhMZrZF7AxoiKp6+14ejtIPFHJbm4Oat0Pe+Nw5yCIpYqTPJUVMsBgiT/kOgeKwCVmPkaJlkzhMNawRFZjUiFmbKSijksS/QQovYnNWx7yW6+cfkT1ZzaFj3JCpFfctun6p6AycGTHi0IAf30Oqd5A95MHCErbZu+q7xZxNeaQDVV0d+R4hC3JvNcqdihgvq0V7GoPbYc/g+wag7czu3btx5MgR/Pe//23Vz9OUir2RIL2Kik6W0EWeDvnwSNj3vQnjsZ9hLD0G+eB/sU8zk5aE2BceQfFbn/KJ8MidjyH82osRMO00t2nsyuxcaOR10zi39Y7H4IFpuHPJGnywZQ/+OnYC7507FeMS3CfDuyJVy1fDsP8IVMkJUERug70kH4gaD2P4JJjE5/Ov9GxWLczqkwRLrQEVte1wP6pavtGZkZKAxUdPYOHugzinj7tliaP/bYChFLayw6jc8TIi7r0BRa9/xpNWWfN/QujFs9HZWItLkfviOxxsHnHrNbDERTnfQ/YTv3FTMUs9EFaHHKkhgc2+v3QOB4LVKnyRG4qL+gGGE3/DFDnN+f3AaRP4+c75aREUZ/mODD+jQDhhhqpVTf6PCvH/O15ShvLy8lMUFA1hK8pxXreUHkLZwYVA5XFuNnK31SXLxVadjfKyUs5EcX6tYDdfmjTJMNe7b3tdNqc0PbnuaAbGJlBRIxSO1GuAgm0wZq2GOWEuaooOQ2csgc1YivKyYqfSzNewGYX/0Rx1OuTBw1AbmAyj+H9vz87n/nSyXoP8letQtU14bAhZRBhMoopQmvo3a4TnUyY2Fx06rfP5lQcGwEybYpsNytgoVJtNAH3UQyYqQyrESRmLXvwdokKkYt9BqKaOa/aYEi4HovRaDlnPKy7hcOEOQ5MKWdIcOHJXAANuR1WtHait9zof9ijk1SfwxTeHEKBywGGsRYXJM2s7Y7nwu4wOe6eeg1tzDO9KBMB98vThCcNxuKgEazKycTgnD7FiEaEh1FPGQbFmEyo3bUfV7v1w0DCAOPFbtG03dMMHeXw/DoiTlbFaTeevuToAVr5l5UAeEgQDjVL5X+OtprG1e3sqhX16z9AMSTo13r3zGjyyeBUSV67HJcXFyPvkW+R//RPUvRNhyS+EvaIKAVPHY5uJHkMbjuh0sCmVqDl4DBXl5XDETgeqvkDV/m8gH3JXu9xPh80E+/HfqEILS/SMJh9XCisv/OF3VsPoZjd924ZYcyIXH27dgwidFo9PHNlpz2F7n2/+d+5kXLfwL2zMLsDtvyzHlxc07HffkRitVpz3xc9ckH5o4kiclxLfro//HWMG494/1uP5vzbg7RkNr7O8TfDlc2B8/m3OLHX0SXYqqj2BLALJ4lkeEsyPi1kpzN7WFBVDXVGBGvHcadE1fe688KuFMFhtyLjrao/2GZ3xGldQA3TXPpTs3IegyDqrxI6i8Isf+DLo/Jmo8mCY5GhJOd7csINVxBIRSmGvlSE2YkJVSn5e9KL9ebhOg8pKoTgbqdOAjOfXncjmfUgvbcP7xVidsN9YeUywM43Sqvl2A0PFQZoT2Y0+9+1xTHGIBfWCHxfBdDSDB8+kPVCtTuPcX3Uk+aLdlRr+PYOvMjMpFsNiIrAtpwDD3/qSM3SNVmEP8v3O/fjXuGHdZo9mF9U/0vuisXpAS9iZIxzrUwLq6g6dga8+5p25Z+jRjRir1YoHHngA8+fPb/Xv6NOnD/bvF4piPknIJNiiU1G96WnYSvcA2/+NgHGP1U12h4Qg/P+eQP5XP6Lox0Uo+eBrWHYfQMKdN0IlHgwMhXtoP+NEbTDi0knjMK1vKm76eTn7w589/3fcN2k0npk5iTNLuiJk95O14DfekCVc0xvWgt85jDpk/IM8yS2x4qQwmXTJ8IEICWm/KdyW/u4rRw7mRszvx7Nw2WghXNIV+6SnULX2YdhKd0OnC0ba84/gyC0Po3LRCsSee2arJgG9Sf7C5VyQi7xgFuLPqcsfsRkKUJH5MyBTYpOSNj+HMDQ+xqPHZ0B0BNZnm2HXxUBecQSB8ioogoSJRd3lc3FoxRpUL1uFuLOmtutz2RJqcwXbqfjQ4GbvU1pkGHbmFsKsVDtl7E1RZTXCqV+z1sBx6EPn9yhs3ZS+qO7GDhuClAZ+vMjWTabQorzyKBxyNUJ6DT+leVKUnuOc2iJlzMHyKpw5SJwMCwlBRWgf2MqPIVBWCoclW2xTOBCkMkMR6Jty2XJ7Lei0GxIRD5m8rrlJfstZldXoHxmG+MgIHPt1udvPqYODEBAWBo6kF608guNiERQSgqKgQH4OtOFhzuc3nxo3ope3PrV3o8+7oVc8DJt3wixaE4X0TkJASAgCRg4DtXss6SebfM24fo8C2X89eBxHq2oxtaOneEffCsfImxpvwIWEoMacikrTXvSLDENoaOOZMPUplx7v6CjoO/k97SvHlPYgODjY+V6P1OswY2AfXJqZi9fXb8efJ/Nx54QmPL1DQhD24SvI//IHlPz+JxRBAdD1SUH1jr2QF5S06HErMgnPd1pUeLd+vCVIPQSbHfq0xo8THYkv3IfWcvDgwQa/3p7qFJ/fMzQDPdtfXX8xPhrcH1f/uARX5ObinIoKOGiqWSZD6BkTYbn6YlS8/RXfnnJiiqIjEZubD01pBbQD5qL85G9wFG5CoOw6KIK9n3NE+WImSzXUvU5HYGzT9sF5vyyDvaYW4bPOQOQAzybZJQxmC+5dLoTYvzNnBlJFpV9n0d77kb9uvgz9X/sMvx3JxLaicszoZEeApbsPIbO8Cmf37Y0XZ5/R7k2CWyaOxgvrdvL/f//EEZjcq/2PfSGTx8M0ZQsqKM/1wFGETPfceq1WVItqoiL4+ZPFxIA0MEqThT8vEZVNob2ToG3ktUMFpgJDLSuOrCo1IgOa32d0xmtcNmwwKn5ZBsfJnA4/JxmzclG7bTdUEWGIn3cO5zw0x9vLN7g1YcgCMlHKlRSdBRLFPUKkqD6m/Bfpf0sMDQGy8mG22XmNHNdIrtWAWGFfv6tAUD/1i4nk30HrN1LV7C8qhUqnb9TW1duPpTwtBaRf4CaMXMbuAWSVFzCoX4vW+d7ELB43YkNDOn0909l/31ehR2XbndfgjfU78N+/NvDc1gWD+uCXA8dwpLy61Y+bLz7e8r7Ce0RywWjrfSR3kqNlFYgPDuz0NYqvPuaduWfo0dZkL774Is4++2yYzWZkZ2c7P2w2G0wmE1/Pz+9Y2WZ7oAiIQ/C016BOmAq7oRCVax7gQG6pg0eS5bjrL0Pay/9h73ZSSRy59SHOSaHsGBNt/MWheDpfSXLmmKAA/H7tPHx20dkI1mjw6rrtGPH2V1h/om7qvqtAj0X225/AXmtEzOUjYC1YBCi0CBr/H7cmDOVg/HbwOOQyGc7r3zky2saYMzCN7dIWHjjGG8SG84OehVwfyxkN1oIfEXXRLJZzn3j6tRZbwngT8vUtXbGGX2CRcwUfcYnaA19zwLe230XYVCp32o55gnA7GfKChOk108k/nd8je7bws8/gwOjyHxY3+XuslZnOjJn2pqhGeB6ay4hx9RTOEa0GmsMuKjxqjqqhjBoNbb9LoO1zAXRD/gFd/8udt1NGjXDmxDisRlSsuBXly29kazNq4roW0G12O4cdSvkw5/QTLPy25gjZKK+t24blRzOhThBUR/TaQ0WdfREdk3wVh7majwNkweXKLlHmS7ZkpISpPZbJheTg00Y781/qTy4qRTWLXHxeFcGiMpGkx+L3CF1KYqP3RyV5xYobNbW4cSObMzp2m3PyYW0mLF1iYrKUE9M5lhPNqaByRR/zBJfHyRPqrMla5tPtp2VQ0Ss2SO98zyvkclw6VBjwWLCnLn+qMchHPeHWazHg09f5I0pUZXqacySRKSqgkkJa9jrpqtRmCJOtuhTvF7D9+PH0vf/PccPw28O3YNnkCZgwZCjmDRmCH266GsF33oithaXO8yOxP0a4rNi4HTKlFtq+F/EQhuHA515/wG2VJ2HKWAyZJhS6wTc0eVtLaRlbqZEVbswVF7T4b/1nxXrOc6C192XDPLPn7MrQkN0rs6by9csWLEK6mGXRWXy0VcgzvHfS6A5RatD//5/pp3EB/eEVGzssYzNotDDtLYU3e4pVfH6oQUAoxXMkKWUIc25Bs9Y3BouVmzDEiXLfnWbWDxDyRQyHOj671pgurFlCpp7mUROG7FTn7z6IcJ0Wd08UcoDoumQ7JiFZk4WI1mQRuro1LTVRJBqzJSN6i3sLcikgkkQrZHq/jO8Vy8/tDvF10JG2S0TcjVdgwGdvIPHB25Bw23XoLCr8GTFdAspee3DqWGQ88A+ceOhmzmNztd3qLmgS6t4jkv14W9hfWMLvc78tmW/SoxsxK1aswIMPPojExES3D2rAbNq0ia+fdtpp6A7IlDoEjH0Y+uG30f4Hht3vombby3BY63y1aCKh37vPI2LOWbAZjMj7+BscuOJ2VC5cBplkTaYAzIV1Bz06mV8/egj2330d55QcKS7DlA8XsPdpQ80AX6VsxVqextX1i4Q6lMJGHQgcfe8p03rbcwuQU1mNiUnxPJ3iSwRq1JgzII0zexYdEjIk6iPXRSBo0nO8SSX1Q8CAdASOHgzjiWycfOk9OGwNy+7ak5p9h3DoxvtgLSlD0Kihbicem6EQ5uxVbKen63cpDhezxgD9W9SIATbbaZMsg+nkX3DY616XlJWkCNSjesVa1DZSAKRGROWqe1G95QV0BJS/RER5MHkm5TTkVnpWfHeYhOJ27TE1NL1vR27sPKD/9dD1vRBybTjUiWdAETYc1ftNTnsy+qDQeodZaLQoI9w7/0/+tRGxz/8Piw4Lr7mLBvd1Lo6OFpfh/iWrccNPf0AVP0m4rwcXIy97h/Pn7YYCzu8xZrR/gG9LcDjs3HiSq4VmlyukQpIKTeWrhInYqEvOQ+wNl3GDJWBwP8i19RoxNMFGh1BxM0XNGuf3XBox2iYaMeoYlw2XQuH8na45MbVHPMyJSRQaMb7aOKfjLEFTPC3BJmYsKfS+dXzujsSLr2E690u+4ylhIRwMK9lrNAdNfFFTRmosNHYcbgypASw1pbs7UtFHK2by+PHTWfSJCMOaf16GF2ZNQ6Fej2e37UPsC//D9T8J5/Irhg3gy79DhEnn8r/X8dCNNnU2DwRZ8jbBnLfZq/fJlL2KL7Vpc6HQN+2HXvjtQh5Eijz/LM52aAmUm0HTuRSkTQWhzrRs6kguGzYAd00YiRKDEed/uRCVnZAxmVlWgaFvfoG/009y5sWZ9ayY25Nbxw3HkJhIbMjKxw97yRyqY3M1WgLlrxFK0d1CESRmxFRV8+CdOb+QB3iaCpd3fX5PiOfa+tBe/4Yfl2FTJ+bIKEOC+X+hx8jTYSRvQdlY9dfxTfHDvsNcGL1zwgg8feZE9I0Iw5TeCY02YmjQlYgQcycJaQimuQBuKSNGItFlndQZOTHU9AubMRlRl57P7hcKnRZhZ0zySiB5a6FBQoKO5X58HxoCJwcQuqT3yMGiEphFm7LuADXOZeJ73jv5MEK9YnicPx/GF+nRjZgXXngBv//++ykf0dHRGDJkCF//9NNP0V2gjYI29XwET30Fcl0UzNmrOTCbJsgkqHhIU6r93nsBIZPGcjA0f10nLBBor2EUJzJdSQgJwqJrL8DnF5/DiwayJxn+9pdYmyHY7fgyNBWX99HX5HyFyLNquOis7XOhc4LflV8PCNM28wY1bXfQWVw5Qtj4ftvERLIiMI6bMXJ9DCw5axB1rgOaxDhUbd2FvM8WoKMpWfI3q6zUCbGIvmKe2/eMxxayRZYm9TxWJhwuKmXVT6/goBY1YrYW26CKHQeHsRTmk387v09KgpirL+Z8gtz/femccCtbuQEF3/wi+LmbylmRY6tp2SaotRSJhWRPFDHxwcJUVG6VULRuDnptE3azDOnHMjHg9c/wxIr1zu8HjnkQtdljULU9y6mIoQ9GJsjiVDHCBJfE74eOs1c3FSakxT1tGA4Xl2KPGFRP6oZFJ2uwrDwK4fJqxKrq8j5shnzU7HwThl1vc9PLV3BYSFnhqMvUcmGnuLAZERcNS4nQHNT16Q1tYjwGzX8P0ZfNhUL0ZmZkMijFhoJCbLDRa09C2igT2t6eNWKocCRT1J3C9f3FiUAx+LI5xvaKhUapwNrMHFY1+WojpqWKGLuo7JMeZz/tB02B0/t9tqgOpTXGNSMH8vWvdh5ocSGF3gc09Ws3m92+V733EA5cfScMDTQZpUZMYgtfJ10VSTHkV8T48QVICUdTqkfuuxH/HDsMOqUSJqsN8/qn4J5Jo6BVKrG61gT9yCEw5xehfO1myBQa6Iffyj9v2P0e7BbvFE5JtWxKF9TN6l51eYANQcNHJUtX8iAODVG0BJPViht/+oOVEa+eO63FwwJdnVfPPZ1VkAcKS3D5gsUdvn74dvch7CsoRlxQAF44awq/BjsKpUKOt847g68/sHS1c+CQstHu+v1vtoFpr0aMsZWNGMlm3KmIqaiCUbS31aU2bS9H+TsSJ8WGQ32WHM7A5zv2c+ZJZ6If0LJhJK83YkLcmx6NkVMhrG1HxccgWKvBwXuvx/zLZvMwpSuS3bTUIIh02RNKQ3jE0CYaMTQso3R5fzTciOmYva20Rky8/1Z2YfGV5rW/EdN1ITWYxWbnZowrJ8srkfrKx5i/q2ErKV9GJpdDkxDrNUWMpBjyK2J8kx7diJkwYQLOO++8Uz50Oh0iIiL4+vTpdVkV3QVleH8En/E2VDFjYa/KQsWqu2HKWul2G21SApL/fTcGf/cBEj9+BTJl3QnTmJ4Jkxj85AqdVK8bNZjVMecNSMWxknJM+/g73PHrik6ZmvIEKrTnvPcF21PFXh4MhykHyshhjVoakO0XMXeQUPT0NcgrOVSr4YVxeW3jRW1lSArb1VFDzpK/DnHXREARHIDin5eg9A9horCjHv9qCh6Xy9H3zWdYlSVhN1fBlLkMkKugTZuDwmoDyo0mzuWQyz1bwI1JEPwwN2XlQdf/Mr5ee+R7OOx10xMRs2dA1SsONXsPoezPNajZfwRZr76Pgq9/Qu3xTDjMghzfYaroECuCukZM84VkqQAg2Tg1h8MqFKntZjmyjp/gqaydue6yXnNeIaxlQtPFVnWSPwj9sFuF40ZkXf4Qqa+oMHh7Xh7k4mOTHBqMQdERXIxxVWb94+fl+G9WGmwcLQkcqxX+P2vRHlaeUNOjo5pdnuCwCM+7TH1qkWWXpIiJi4ZVDHqU1ClSc8TVmkwRHMQWkHxd3AipwuqaL9J1moIhy7zGUEfXTceo603w1jViPLNm0KqUOC0xjt9TVNTwNSS7vdZYk8mUCrab8dO+3DNpNDbddiUXEySuGTmIL7/ceaDFx0tuLtjtMJ50V2lVrNnENitkm+oKWYVScYim4qhB392hx5MUQzKl0s3iw4+fzobWIh9cMBOF/74NRf++DZ/Nnc5WIqSWqzKZcWycMMBR9MMiVl6rY8cJdsm1RTDs+cAr98Gw/ws+b2tSz4ciQChkNEbux/P5WBN95YVQejjYI/Hcys3chCAlxo2jh6CnQc2IBZefh4FR4Vh6JAMPLl3ToX9/xTFhTfrbNfNw5Qih8d+RnJGWhDn9eiOroort6ajoN/erhXh74058v7fOdtdb0OuT1pBkPdsS1wJyGeCfFxsxclJjKxSsiKlNFwYqtc1YXEpFauJEecONGLLnIzIaUczUJ7+qBg8uXY2yJvaorUFShZM9GQ0VZr3xUYfs2axi1o7rcFVT5Fcb3OzFpEbiqYqYALehPGo8SsSK32vOmozeq1LzJYzsz1yaPbQ/pl7I5hY2+LobFSZJEePeCPPj+0gqj/r2ZIsPpSOjrAI/7usY1aK38WojRhyI9StifJMe3YjpyVBeSOCE/0I36DrAZkHNtldQvf01cQrc9XZqyKkgbHeZ8lE4WC3QGKSOoQXyl5fMQphWi/c278agNz53qkl8iYp1W1C5YRtCJiqh0GVCpo1A4LhHIJOLoTgukM0SeS1SkZksGXwRjVKJi4b05QBlCjFrCrk2DEETn4FMGw5r0Rok3BgGqOTIefcznkD2NjSdJSmsJCignArZVESuL483ZSwBbEZokmdCrgnFwSLBd7x/CywkEkOD2bpgb0ERavQpUEaPhL0mD+aTK5y3oQJ5+D+u4GZQzvtfIPOZ1wDRE7li7RZnI4aUOZKipD0pEa3JXGXozVkDeWxNZqt1KmJqC4oazJchuwJbjRx2qwK2ikzYyoVmiiIkBcpQ9wbk9pwCPJiVjVsK8jGuugqXGg3Ifux5jBYnuSgMvu7/MiLdFAhbwln8+fwSwRrLWlo3sULPjU/lw9Dro54ihiYeDxWXcoOA7AmtZeXcdCGJvSuujRiV6MtMRM45C/G3XIOgcUIOj6ulga53L56GaQxSLCrEqTuVS1OG0KYlc4GWFDGebj6npfTiy9U+qFyUpgZb3Igx1EKu1/vMtF1Pg86NZN1JxZmW5g9JdlvStK6EVDQy5bl7medVVfM0nOSD3t2hwhoF22qSE/i97sePr0HNFwr0lo6/V4uF8sezCqDrn8aDGyW/L+ev6UfcwWtuWo8Zj//epqKptSID5pN/QaYOhp72NU1QuXU3qrfvZRV2xGzBZ74lNh8vrN4CvUqJD+ed1WPPMzSl//u1F/A6lRwQPt66x+t/g4bJql0UGUStxYL1J3N44EzKIOoMnp9xGhe2X1u3HZM++JYHWogf2qnwR64FtH9ytQb3xO2BUIUL+1WZqMymjJhayn6lNWea54qYxqzJnI0YD+1In125Cf+3dhs+374f27LzMebdr7HTCzklUk5M+ZpN3PAtW77aaeXZntgkRYzLOr+5RlT9Zop07CSVOkE5tNIekBw43jzvDNw2fsQp1mTUvOntYlHclD0Z7YVdoQGaQVEROFle5bxPPRFnRoxoB+Wn6yCpPCT3jfo5rjQQ3hUh276wM6cgaMzwNv0eWlNRk4qUyWSB6Mf38DdiejAymZxVAkGTn3Nuhir+vgOW4n2nZCVQEVpCFRGE8pXrUbL4ryZ+N1mUDMLBe29gn2iymZn39a+4eP5vOFjoLiHsLMxFJch5+1Nok80IGlwMyNUIGv84F/0bgqTXhBRI7KtIvtzf7G5ekkkZOGxVFxALe80eJNxIRU8rTjz3Bkyi/ZI3IPumQzfci/THX+ITQ8aTr+LIbY+gYsM2/n7gSPepQltNPoxHfuBDFNnEuckrW+hzOTk5gZzHuCioH3gtf81w8Gs3Gyxt/zTEXnsx+4XbqmoQOm0Cf71i3WbYzXWbC1LFtDeVLQgObKk1GezC/+wwy2ArLnWzgJIwc7FTBkuxjjo2sBRu568rgk61zNp56DhG1Qg/n2gyY25pKQz7j2B6eiZ/TZp4kya/zh+Qipgxd0I+6r9QpcyFrV7dxVbdeR7T9ZGabvUbMTRlQ0oisr0jCyVbtaFBb2jXjBjXDRptiiPnng25um76SpssNEQChgjv3aaQvJRVke6NGAoJ1aYmc6GWmmmeME3Mo/HJRkwrrMmoUEHv4aY8z/20P9e6qGJagjSdK9lvEQ5SyGQKjRlzjnuxJlOc0E2uV2Doqlgrq3DiuTdR+N2vfL0+Un6O35bMT1dh7sA+bIGzPbcQXw0bwhP5eV98z6o3yl8LHPsQeXHAsOd9GI/+2Kq/4bBbUbPjdVrgQDfgSshU+ibPEXmkhqH10z+uhLwFSjqyobryuyUcfP3C2VOQEt4zGsCNkRYRip+vmguVQo7bfv0Lq9LdG+htgezOhr71BQ/x0eP+yLI1iHvhf/hixwFWW09PS+pQS7L69AoOxBcXn8PXsyuqMatfCgeuLz96wk1F4i20vYTBJbLu9BRSkUqZAxKkrHFYbajZLyh3aM3YFK7/y0lR+VGf4yXCvqiwxtBsNiypWKUhQWrgkIKIBrr+u0LIWmwL2pRkyFQqt8eofC1lvrYv1vKWWZPlV9e4ZcC4IqliIvU65+tbr1bhromjnFZlBA2f0G2n9O7VrEOE1IhxtSXrTHsyX0N6jQf7FTFdVxFTrxEjfU6NGDrmdDUCBvRB4n23QN5MHchqs+MfP/+B+5es4uy0+pBqk4YEhsREsDrOj+/hf1YaIDMzE6tWdZw9U2ejihqOkOnvQhU/mYOzq9Y+DMP+z+pCzU3CVI1Ewq3zeBoz5/3PUbLM3dKsPrRw+Oby2Vhy3YVsWfTT/qMY9taXeHH1ZlhsnReuRfLurJffg1xbgYiZgkogcMwDbNvW2MGOGjE0/HaDj1sRnJ6ayIXvv49neTTlogiIQ/DU/4MiOBkyeybirlbAbqxE5lOvss2PN6g9lgmHxYKaPQeR/shzqNqykz26yf6LcO36k20YKbTIRkvb7yIoAoUNyC6XXI6WNmKIdZk5/PxS9o/DWALj8V/dbhd1yflIef4RDPj8DSQ9fAd0/dLYpsucW1cUdG3KtBeVokw6qJ5fcNOKGA+tyRxGcF/VCoTmFWDRgf34cs8eZJI9n6GWP6RNhSFD+iE7ZJqwBkPrq7fshKQduyI+CgMhLHgSd++DRvQNp83pPRNHQSGX4YEpY1htJgsdgCfOnIxCq3vB3KcUMWIjRl7PmixdnPpLCw+FVZwQbLAR46KIkWzLGoN8uvv97yXEXH1Rs/dLkiq72pTVnwg0HPLMI5usyaiIQv7mHWHh0N6NGJto6yf3IF/JT/tx6bD+UCsU+G7P4RbZkkp+9bUuU6zUVLSLDV1Tbr7b61TKh+kuipiK9Vv5I/+LH3DwuruR9+kCbkRJGA4c5Utdn5ROvJd+/HgOFQm/vWw2ogP0eOboSewaO4Kb5ZlP/h9nK5DVadDEp9mCtvbg17AU7W7xw1t7eAFs5cegDB8k5Ak2k0lIhdrAEUMQNG5ki/7OfUtWsSUZWQDfeVrLfra7MjWlF96feyY3py6a/xuOe2kCmQpI1OCgy/O+/AUvrdnK+5nbfhXU7LP69UZnc/7ANGy+7Ursv/t6LLn+QlYukBvBby5KcG8hWVFSGH2LMmJIBeMyCCRlFZLNmSIokLMGPVXE0Np3/HvzOXvh+h+XIVtszBwTlTeu5+TG2JKd59yv0O+TJtYXHU5Hutg4ai3UVKWsRoLsaYmKtZvbfW0rDU14bE1Gw35aDdsD1ydQHNCKERUvjUGDenvuug5fXzqr2b8nKWaS/I2YRhsxtA8i1YCfrgUNRNJzR4O60vucmviSQobya+u7fnQn6Hj6ybZ9rMxM+79PcOWCxW7N8A0ncp15VH58E38jxk+dVdm4RxEw+n5AqWU1QsWK22DO3QBHyS63R0kdrUTig7exhU7OW58g7/PvmvWtndU/Bfvuvg4vnj2Fg+Me/WMdBr7+OdZlds4kduGChTBmHkDUuQbIZDbOhFEnTG709n8czeTF41l9eiPJQ/lxZ0FTNJcN7c9Boj946Fcs14YjaMrLUIT1h1xVjNhLrbAUZeHki+/A4YWGmaulDGWxEDS5REScN5O7/4S17CgMez9guypFWD/oBl7j/DmpEdNiRUxvoRGzXjwh6QZdT6t0zoqxuyhcSMUVNGII1FFCgTtkguBpbsxO71BFTJVJOIkGuSgmGiNCr+NFSK6nsnKZhW3JSPESWVGJRLMZaUYjKhf9iaP/+jeqdux13tSUXWfPJ6lhqHl6yTe/420xlDPuaN2Gc6RcBoXoSS2vMeCcMuE6Wfk9OGUsiv59Oyb3FpQfkixeFyw02SRy8o+i9uhPqNrwHzhs7pYUHY1dsiar14CSNoup4SFsS1Y/78XV1lGioUZNfSiXy/VnGkM/sC9f6vqmnvq9FubE0KTduF6xKDbUcoHJ1xox1PiW1FSeYDMIjWOFB/lKftoPsmy5cHAfnsQa+c5X2HDCPfOlKV9kOi+QIkbaVLk2ZezULHYJDJYmwHr7+DnZU6jxT+g5K02Goh8XoXpnnUK5cquwFgsaVZfT5cePr0PKkUXXXcDHhetrbTiQlAhzfhEyn3oNdqMRquhR0A+5CbBbULXhvzDnrHP+LK3RLMWCGr0h6LbGQ98ACi0CRt3DSv/GoGwMHv6RyxB381UtshX7ad8RfLBlDzeUSAnhaU5hT+CmMUNx/+TRKK01ctPEG4oQV0uZlaLSRrJtmp6ahOtH+cZA3LjEOAyKiXDLDl1xTLD98iYaURFTuWUXv2eagxr4tD6lJoyUT1h/baRLTWr2PeD6XJLCfUt2PqvCv9ixH8Pf+hLLj2Zys0yCvtcUP+8XhgmktfQxcT1Np/t3N7nXGlqDtAYOmXIaX6dzKmV9tifUUJaRjbuLCr4xyGqv2mxpdF0rKWIaUss0dFwN90D9PSEpzk394sr4RCGLYnPWqbm/PcmajGzJeqrNZFeG7PyoxkDZutLgMcUI1FrqbPCPdlF7Mk84Lg6Gkk0nWRl+u+cQ3t9cN8yy+LBQv6LhET++ib8R48cJnYQ0STMQMv09qGJGw16Ti+rNz8Jx+GP+PikJCFt1DkKnjEfKMw9zfkzR978j4z8vOf1oG4NC4h6eNg7b7rgKZ/VNZlnytI++x72LV3KYZ0dRs+8QCn/8CZGzaiDXWKHpPQvavk1Pon+8TShQ3zTGNxb/zXHFcMHiiA7KnkKKh+DJz0MZNQIKXTWiLzDAcGQnct79vM0TRWbR/zfsrGk8hRh54blIeeZBVgDE//Mq4Tb5W1C56m6Y0hcBSh0CxzwMmVyYUDFbbZzPQ6GFroGFnkAnaQpyJqkq/R+KwDhoUs4FrLWoPSRYVDREwFDB29xaUjeB5tq4aS/ovUAbTrW46WwKKgbQ41FQXYOciqoGpamu9h1yuY1tySRoqXJlv34wDR3IG5acdz6t+165nHwM3Box69Kz0PuPv7Fz4R/IKyjG8LJyGEX5PL2vYLNBIW4gzq8QFj+DYyL4flIRpj7RkYIVUaU6nmN5LJXFed+IAACesElEQVRZKNs3H5aC7TDlbYEvWpNJCx9qxFjEx7uhRgs1qiVZsaeWBZ4QOedsDPzqbej7Nd6IqT3s+USmZE/mTVuRtkJS8ryqGg4rpYW2p0gKPoXe34jpbN6dMwMXDu7LU69TPvwO33lwLqKCkTY5ATbKfikRrBONopc9ZXgRJhd7su6miBFsIYG4m65Awh1CzgUpZAhLcSmM6Segjo9xTkf78dNVGNsrFhtvvQIpEaG4PjQcR0JCOFQ7/d8vwVZdA23aHOiH3crNmOotz6Nmz4ecWVm18b+oWvsgzHmbYM6j6XZh6IvWcqbMP1C97RVuWpLFmSKobtCjIfI/+47/Vvg506ETz3ueQNkY//hZyLWh7MuYFq5BewIvnTMV5w1IxaGiUsz76lfOcvFGI4bsbGmwjCyhSX3y6LRx+P7K83zSZoVsoqiW2x5WrwFD+kMVFYGaPQdw5M5/o+zvdajYuB3WRoawKECeLMhcbckIVUSdAib6ygs8tkp25eer5uDuiaO48Xbld4u5idJUI+a1ddvw8hphPS/ZktGeLKOskp/nALWKBzS/2d32bNKIc2cgeOIY3luGTBkv/A/rBQvs9oAGFcnO2tM1fkG1ocF8GNc6CUENX28xs29vnHzoZraLr8/g6EjOu9qak89Kgp4G1RZINeGJFbgf386JkezIpHwYcuGQGjPdFUmBetv44Vh6vVDH/Gm/kFNG7+dlRzJ5WHdm36YtKP10Hr63kvHT6SgCYjjEPXDi01BGDAFUwdCkzeEPwlYpTJcEDh+EPq8/yb7u1bv24+id7hP1jTE4JhLLrr+Ip8rIfumN9Tsw8PXPeOKs3SXEVdU4+X/vIWJ6FVRhVg5v1w+/rclJCOqyLzqUzt3mOQPdw8p9FZpyp0LxxpN5TRbn6yNT6hA04Smo4iZCGWBGzAVVMBz4A3mfftum54YsZYioeecg5cn72Zs7cNggxFx5Advc2S01MOz5kG+jTpyB4EnPccNE4mBRCYcyky1ZS6dWSCE0MCqcp7mouEvoBlzBBXZT+hJYyxtWD5DigKacbNV1SoHSpYvZY7w9ISsAT9QwrvZk9NT0eulDpLzyMUa981WDlnQOi/A1u0mGarGouTIkFPv1ATg0bxZkahXni/B9kFPxWwbIhGKF3RwIc2ExNm/djWuKinDh0WM4tnMfVJT3k5ggPk7C7yfLD6KX3eZshDWGXC/IZaMSRqBGEYI4tQlaCNN+i1bPx/6CYnQWDnNVg42YOkUMWZMJ15UNKGJc7ck8UcR4ikwhP2VzLaGOi4EiOJCDWO0WC8wFxShdvrrJ9+6ZaUlOawhfgbzGyeqkJbZkhF20JlP4rck6HZrU/PHK8/HhBTNZnfnsSs8sQpw5MaISRspFofOF67mEOCHaKEoe6F0dKZdNExeN4PGjOU+Dim1U7KncJky5BY+tC+z146cr0T8qHJtuvRKn90/FTYlJ2BcQAMPBozj+8HOc2UjNmMDTnoBMqYfp+EKULboYtjKhqFC96WlUb3qKlfo1u95FxYpbUbPzTbZO1Y+4E+q405r821U796F02UpWCMRec7HH95lsia/6fjGr+8ha9WwfsMTyRWid/c1lszEqPhqrMrJw2beL2mQ/fVRUV185fCAWXHEevrvifAyPi8bzZ09hJbgvQsNGw2Kj+LxEzbvPtu/DxP99gwIvBKGTkqXvW88gaPxIHmzL+r//4cQzryP3/S8avL05RxggU8e6WzlHXnAONykGfv0OAsVhs5ZYJfePDGMLttdnn862QCUGYb0uFbKl/Satkw8U0L7Nhkf+WMsuGCfExgvtCYbERLKNG02u0+e9QgJ539JWy3IaUuj9+D18Dg1gZSlgzPJMkdsarLRncjg8tyUT90mxjViPBWkkRYx3m72JpIxqYO9MDc0xCbE8AEhNVLp8d+PONjdSuwqS4ivEnw/T9XNixAaM1JA5IzXR7VzSHaGBdskqnc69tBeiuh8N5m7Nzme3i6m9e3lkde+nc/A3Yvw0ijpmDIKnvgzFlA8QMOxWKEP7cFGSptXttcXOAME+rz2J8HNncLZExuMvIfeDr2BvRppOC4JrRw3GoXtvwJXDB7ANzcXf/M6y9gxx4tzbUBEo+82PETT4JLS9rFAEpyBw3GNO1UVjfLlzPxcFrx05GJou4iFKj+/lwwRVzIIWqGL4ZxUqtqnTpM2DXGNH5NnVsOT8gMJvhDyX1kAbB12aCYqgU5sY5vytKF96NSuwVDFjEDjmfijD3UPLd+a2zpZMghb9xD6xsC/XhEA3iCaO7ajZ+TarRRryGybLNJmi7nuWkhy2BmgvaNNP0zktOWnWVwjRY7XSxc5HgqZLCbtFhl0Bws8siBQelyyTBUGjhzlvu03MnrFU9oMqdgKyXl+JE8+/hUwxoyDJZELWVqEwaEtMcNvs6dKSuQERLvqUUlOwMVTRVGzUQB0/GWHh7gWOcZps3PzjItiM5aje8QaMx39DpyhiXDJi6LhWmSMUgtPYmkxUxDRijeRsxHSQdRK97/X90rhZSIXsnHc/Q/YbH6F69/4mpzipyfzX8ZMoF7M4umI+jKsihpSafjofej3ePHYYRsRF8bFXspdsCimIXrIkIxUIWQkFTxjtpq50VcRQ/lxXh9YnpIihY4YiJBjKoAAEjhjEVmw1+w6jSrIl8zdi/HRhogL1nBn57/POwC19+mBTYCBbER751+Oo3nMA6rjxCDnzA6iTZrKFbH3s1VkwZSzmS0VoHwRNfgHalKZzEij7jtb+RMLt13tcNCWeWbmRbW3HJMTguZmN2xf7EYr1NGRHBfrfD6Xjmu+X8pq2LYqYPhEND7n4KtNE+903NmzHLQv/5KLYR1ubH1D0BFJd9H7iPvR+6kF2F6Ahtqrte9xyxCSMYpaMJtHd/lcTH8sDcKrwUI9tm4hJycLv+deEkXxep4+LhwiNDteiJ6lciHlf/4pJH3yLg4WlPERHwxhf7TzgtNFJdRlO6hMe6lSIFIqKEW9Ag0mulp/tgWSV2pgihl7/R4pLnUMo0pBcY40WZ0aMB9Zk3qLOniwPz/y9EXf+/jc+3OKd16yvUyE2Gv2KmK6viJH2F9LlxYP7nWJz2Z0bMXRMvmhwX6cF5OLDQtDv7P6numf48R38jRg/HiNTaARLJ4eNJ9IcDmFyhXINet15A5Ie/RcUgQEo/vUPlk7XHBAm2ZqCfFLnXzYby2+4iBfcSw5nYPCbn+O5lZtg8rLyoHTxCig1q6DvY4ZMG4mgiU9Brmp66oQWTxSE1ZVsySSuEBsxrZF7U6B6wLB/InDCk4AiEEFDTbAWfYWCb39wa6BYSg42+7vsFisctjxETK9B1Zo74LAaYavKgrWMFFB2GPZ+DNhMrIQJGHVvg7+DOvvE2ITGi/pNQfZYxP6COnWLJuUcKMMHwlZ+FI5j7hZl9PquXPMgAob05WaUhELrQNmKNWgvqszCpie4BdM58S7FavLOdi1kN9RYcJhkeCYxCVf37YfdYogjTU+ETB7nvO2mQKFQYcqzQpV4E6wVVtQey4RanLIjosTifkBaMtTiQkja/FDjQWM2Y92NF+O0JPeNoCuqyMEIn/MLVNEjoAisu50itC8CFTZcqFyP4hW3w3xiOQx7PmhUvdSeGTFyF0VM1hsf4vW163FNZQVCdVqnNVlDGTH8s9qObcS42pOROrF6l3DsMhxq3KqMJuLmDuzDm2Vp4dbZSOGKpPZqCc6MGB+dmO2pXDdqMF9+sUMoxDRFwFDhvFW2fDWHDZMlF/njS1ZCkiKG7Oto8pjsKinrqKtjq6yCvdYItYvqM2SScEwuX7WBs2LI6lB6fPz46aqQVelDU8dh+W1X4f9Gj8K3kZGwV1bh+GMvoPDHRZCpwxA4+l6Enfc9giY+i4CxD3OOY9Ak4XrguH8j+PQ3EHLGW1BFNr8uz/toPiyFxbzGcV3nNMfq9CxW8lFuw7eXz/bILranQ422FTdejJSwEHy39zCu+3FpqyyPJDuZrtaImZoiNmLW7+A1FfH5jv1ec3ugc0Pw2OFIvOdm6Af2YRtPY8aptrImca3eVhtLSRHz8NRxWPmPS3H7aXWKzIuHCEU/V2U1WZPRuZnUFaQik2xypMdBKpySY4MEPcdS40Gy7vIGpA6nwQYacGgvtw2ygGtqjf/i6i3o/9pneGDpan5cpEZMY4oYKSMmukMbMXHOnJifxAyfTVlCpmp3R2o0+hsxXZfRCTFsdfjrweP8/iJrMrI6nDuoT/fPiCmpYOsxUhQSUnP8x33UiBFcLs7tn9Kp99FP0/gbMX5ahK7/ZZAHxMOSvxk1O950NmMIyo3p9/6LPLFpzs3H8QefQe4n38AuFpeb8zDde9d1eGL6abDZHXj8z/UY8uYXWHbEO4VBsjcx7Puf0IRRhbPSR64T1ABNsf5EDo4Ul/FChSzVuhJDYiMxNDYSe/OLsbuVE0Hq2HEImf4mZOpo6JItQO0XKPjmE1jK01FN3t1r7kftwcZzVghLQRHUUXUy58q1D6Pir9tRuepe1Gx/jScblRGDWQkj1zZsuUQBkcQ4cXKnrYoYQiZTIGDsI5Cpg+HIXgZzwXbh/hbt4YlLa8l+BAzRQeFS01UEylkRQwXC9kDKSmqJNZnaJUPjH2OFokR2RQONGKuwAbCZZchXqbA3IMA5SUKNm+BxIwWbOHq8g4RGTHVuAaySv6rdjpnldf93jFj0jh/cH+oYl0ZMfIzTqmtssOfyenmAsBmg44uun2AdcmN0DlSWcp58BRww7H6/3e0Lm8qIqc7IAj3aD6Sno2jhMhdrsoatx1T0dbkMqqjIDm/EFP+yhD3CidqjTduOUZYHQfaQvkBORcsUMZVbd7NiyyRuHl0Daf10PmQvQ37N3+w+2Kz1iC6tNwJHD4U5vxB5n3wrfC0lCer4WLdGDFl8kLVJd8mHkWzJ1LHCFC8RQioguQylf65mNR7ZPspVXb/p5McPMSEpHjvuuR4VF52Hx5OSYHYA+Z8uwOEHn4YprwAypRaqmFHQ9JoGXb9LoIoWrqsTJkEZVjeN3xQlS/5C6R+r+BydcLuQu+TRzxlqcdX3S3iS/3/zZqJPI3agfk4lISSIi/Zkk0KDYKSMoSwGT6HGDWXxRep1PPDSlZiRlsTrFmosPDR1LCtJaGp5bab37bEChwsDDg0pnk1ZYiMmIc4rhWrKLDk9NdHN3ops2KRG2cTkeM4aIZUq2eFITahvdx8+ZXqbFLIUNC9Bv0MKr5esu7wB3VcaDKNzp6Rc8TZW8fcqGlHZ7S8U9pyvrRMUUvnNZMRIjwM1Mju6EfP93sOc6Udsc8ni647sySvChV//6szG9Ddiui50jrh9/HC2OaSGJzVjBkaH83uJ3B7ouENN0O4G1YvIxpuOFWQNSozrFcfnn7UnstkdhZQy/SL9axdfxt+IaSN2ux2ZmZnOj3KXQmV3hDNEJj3DTQzzyRWo3vikc3KcoOyC3k/ej1733MyTKMU/LcHRfz2OmkPNT7JrVUo8deYk7L/nOu7gkpxw1uc/49zPf8ZOFzuSlmI3mVH8438R0L8WDocOwdNfhSLAs4L+2xt38uU/upgaRuKm0UP58um/N7X6d1BWS8jMtyELGABVmB0K5U+oWnmn8/u1hxa4vQbqQwopdVSduokUKCA7OJkM5qy/+Wu6/lc0+vNGi5U9P2nyubUWNBRIWL8Rw/+bPgoBI+/i64adb8JSsAOGPe87v+8w7oEqQu88VKoitdyQkAKUvY0UjNkSazLpJDshKY5zS4hscUrLFYdZ2OCYLAp+7F1tw6gRQ8XrXnf/A+/374ssjQa0bTbmFcJSWuevmixOx0mUKJXok5oIjYs1mYYaMaLSRrLu8gRlmDC9ok6YDFXcBChT5+H9ojRccHgUqkc+A0VIKqylB2HJ24iOwG4QjjkyTd2GiBQw1FK0yeUo/HYhLKL3rNJlU+lKwp03IPXZR4SGTAehExsxNpfJwtojTTdizuyTJNiKHM1EjWgp15nkilODCeKUT3N2ZFmv/g8V67ag6MfF/DW/NZlvQdOds/qloKimlsMjmyPmygv5snzler7UpiZzIZWnW3OF6VZnPkw3sCUjaHiFIG97CbI7YR9/cRMZNM6fD9Ne0NpdWsdbLBZe27cHPW3P0BwUTv3e3DNx1wO34L7Ro3BQp4P50DEcvPURFP/+JxyttLYiqrbtRu7/voRMqUDyY3c71yXNQceXm376g9dF144chKtGNJ+l4ced5LBgbsbQmv3bPYdw7hc/s+0UqYwWH2p6PfLhlj3cZJeU7F2tKJj18D+R9+iteOmcqbhhtLB3/NYLQfQtasRI1mRNWAO3RBHTUIYGNTo+mDcT/50+gfM7aSiCsjgPFtY5DzSUz0BZP67WZH0jw5yKmIbyLduCdD6VBh3aqxGjDG54HZJfJazDA9QqfLxtL7aJ1sZSw6U+j04bh4VXz8U0UVnVEfQKCWJnBVIwSVD9xfXz7gQV5W/8+Q/8cuAYHly2mr8W4s/Q6NI8OGUsq2Lm7xJcWuh4RPSNCIPJakNWAzWRrs5xUelDzRZXtTHZk0nzqrP7p7Q4V9lPx+4Z/I2YNlJSUoKUlBTnxxtvvIHujiIgDkFTXoIiKJnzYipX3QNr+XHYavI4h8JSuB1y2Xz0ef0+BI4aylPKx+9/CjnvfeG0jmkKmjxbdO0F+PWauTxRtfRIBsa+Nx8PLV2NyhYuDGhDVfj1YwjoUwCHTYHgac9BIQaENwf5uv6w7whPAnXVjdgt44axZJH8Ir8RT1CtQa4OQujM/4Mydo7TttthBwzptDi3wXh0hdvtKSi8Zv9hlCz9GyWLV0AdI5wVQmZ+guBpryH0rE8QOP4/nEMTNOVlnnpsDPL7pOkqmtpp7QklKTSIJd/7C0tQLapOJNTxEyGLmci5R1UbHoet8gQrdDgPKX8zKyPkunD2K5drhKm+yi070K7WZC1YFP5jzFB8cfE5WH7DxUgUp7KyG7Amk5plRmvdYX9UQgxPqu/ILcTLa7bAMGY4vgwKhVUmQ4FKBUVFJUxiAJ6EwyUnKSMwEGF6HdvpSPJ8hV7vbDxYyz1vxKiiRiB42uvQDbyKc5uCh/8TZb0uwprKMPxyMB3avhfx7SxF7ZfRI2GrzoO9Jo+bP/Talyz25NU1KFSrURwfy5YQZNdGKEMaLvCQUihwhLBZ7iiUQYFO9QAVrsmaghpGTTXFKPvqvP6pPFEk+Xh3JlIj0RNFTBHlCFVWQUZKAXH16bcm8z2uGynZkzWeVyQRMLAvq2Jcc6ec0621Rn4tS6HAtEboDkg+9tKxVMLVSil4zPAOv189BVq7S+v4o0eP8tq+PeiJewZPOLNPMhY9djv+uuJCvBcbC5vFwkHk+295ENlvfwpbC/PLqvceROazb7AqNOHOGxEg+sV7Ak2vk80JTeq/M2dGK/4bPwQV5tffcjkrJyiDLunlD3H6x99zFuiGEzmnFEfpa38cycRdi1ay3coLZ0/pkg+klKFCzBmQxnNPiw4f97qaW9cvle0qa/YeclPp01qVFKXK8FBej3tDEROs1TT4/elpSXjyzIn8/0rn4vUnT7W10oi2flTwp8EMaWisfkaMN63JXHNiqDGV9cZHKPt7XftYkzWiiMmrEvZdlw3tz5d/HjvRpCImXK9jS6WOLp6Od2nYjRWv76y39+sufLf3ELbnFPBrUnpL+hUxXZuYoABWxUiQ6o6QFHsNNYS7Tz6Me/3BNbtr9gB/Poyv7xn8jZg2EhERgYyMDOfHPffcg54ANWOCp73Kk+sUsl658l+oWH4Tqre9jOoNT8BenQ1rwWKkPPMQT9nTtH3Joj9x5JaHUbGheTUBLULmDOyDw/feiHfnzIBepcIra7ehz6uf4P1NuzwOgCz+/lmoww/AbpVBP/pxqCI891d/4s8NfJK+b/Jo6LqoHQipjN45fwYX26/+YQkvPlqLTCZH8IRbETDqGVirolC+MQg1h4TFeeWGz5H32ccwHM2AtaoamU+9xtZ0OW9/CplGBlWIFXJdFKtrlOEDINeGcygr5dA05/FNvrXNhb43f99lOH9AGk/7P7b81IW4bMAt0A/9J4fH6wZdx17kpMyAndQBDrYvY2WE3QBFoB41uw9yAGy7WZO1oBFDGR/XjhrMk6U0VUbPdUPTH/Za4aRdY1E47cySQoL4OtlvPLxsLZ78ayOMVivkMhly1BrQVqB4v/sknyo1CcViM6Y0MpwvpcK/Wszwkay6pAwVj/+X8P6Qyevea5RdQvx28DiU4YP4urVUuD/Wigw4bO2j3qBmMkGvBwmpqVSkVMEsqk5IHcU+1KpTQ4U7E8mejCbo9YOERZlZDD9vjH9NHMmvnfuWrMLe/M7bgFEjaP7ug1y8aE5SbS4uQdEvSyFTq9Dnjaecr0PJGs+P73D+wFSE6bT47dBxjwJ5JVUMoU1JcqrtJPUIWaAQ3c6aTCwcSQRPGAOZRg39gD5QicdbP96H1u7SOr5v3768tm8PeuqewROoGPbhxbNwwSN34sExo7Bbr4c9twClS//G8YefRdHPS1jh3hxlKzcg88lX4TBbEP/PqxF+1jSP7wPZc5K9iVapxILLz2vRWsxPwzZlG2+9AneeNgIaFxvdSR8swO2/rmBrILKBu3fxSv7aOZ//BKvdzvs+sq7rDpk5ExLj2S5YCpH2FrTuDDtrGltv5bzzqbPRQ00YWpu2NR9GUsTQWkzKLmkKyU5rwwn3Rgy9hyYnJ7gVSGlojArhoVoNIgN0zvB6bytipMGG0mUrOXcu79MFcHhR7ShZnjWWEZNXVcP//9xBolJdVLc2pojpLCR7MrLxlvJld+a7O0h0Byh7WKoBLL72AnYD8MXnw0/rVTGEZLtOihjXzLFu2Yipl6NGNpHUFCdbto5U1vU07vHSnsHfiGkjcrkcvXv3dn6EhvacApBMpUfg+MehH3YLIBMW2Jb8LXU3cNi4AB5+9uno98HLCD19Ik9mn3j2TWQ+/TrMRc13Dykck8IBD9xzPVsEkLXJ7b/9hWFvfcHy9sYmjGp2v4/SX86FQr0RDiugG3AvdCnjPf7ftmXnc9BkXFAA/jVhJLoyNF3z8jlTualEkv+2ou09GtHXfoHUl75B2msfw1qjhDrSDHXwzyhfeg9OPnM9LPk7oOsLaJMtiL+OyvkOKMLqgh1bwsIDgq3dlN5tO6G8Nvt0hOu0bDfnKp0nZAo1tH3mse0e5SDJFBqoE8+o+746CHJNKL+mgyf0g8NqZdsLX7Amc4V8QingnKaw6mcx2AxCI8FgU+CfY4dieFwUTz5NdXlcVxwXprXo67nifbAcdg96D0ruhaMBwqLVKvpPaxPjkfCvGxF/89VujRhrG7N0aCNOi4lVGVmolodApg2HrSId5pz1qPz7DtQe/BrtASn9CFXMaOemTcqDKVEp3VQuvlj0D506nhUiEbOmQ99XCOozpwvPbVOP9XMzJ7Mq5sL5v2HJ4fRm8zy8zQebd+PaH5ZyY/D9OWc2W2Qv+OonLrZFzjuHc0TSXv43Eh+8rUXTz346BlJd0Tmc1I2fbd/nkSom8oJZvH6QFHYasdFryi3gMOCO9lJvTyhQuL41GaEKD0Xft59F8n/u7aR71jOgtbu0jlepVLy2bw968p7BU87u1xu/P/4v7LvpKtzapw8yNRoYj2Ui7+NvcPSux1G86E+2pKyPtaoGuR9+jaxX3mPlXOx1l/C5oSW5ATf+9AcXnr+/4jwOAfbTdvRqFd6eMwMlj98B27P34TSx6Pv+5t044+PvEfnse3hr4062b6LHnvZcN48d1q2GEIhf9jdv0d1SYq+7lJsNlZt24MRzb/IeW8rKa2s+jKSICdZoPFJoOBsx9RQxA6PCMTI+2s0yiAbIFlw+G/MvO5d/txRe782MGEIt2iYbDh517kmas+ptCVbRIpVsRCWoLkEfBrMFlSYzq1+mpSTyoBNBg25kte1LzBmYxhk/d5w2AmPE496OThzIai/e3bSLh3jOH5CKGX2S8ctVc/HlJbN4beqn66tiXp01Def0683NCKJvpLC+OtZOub6dyfGSilOsyaQ60Np/Xo6tt1/N+y4/vr1n8D9DftoELaC0aXN5crxmz/uwFgqZKoTdKBRKCCqkJD10O8JmTEbOu5+hctN2VO3ch5gr5yFy3qxmJ8rJw/SLS2bh7omjcP+S1VyYJXk7BSP+36xpGCEu8ghL8T6Y0n/n6w4bIA+/GgFDz/T4f3KI6gDiqTMn8iaiq0M+xTQFsmDPIbw++3Sv/E8yhQLKILIsexO1h36BtWQ9tIm10CbWUyk4qtjiSdtHsJZqCeml5fxck8+0a8OgNdDECzX1nl25CX8fP4mB0U13r8mejFQ89toitqeShw2AreI4AgZaUfYncPLld1G1Yy96/esmyBTyTrMmqw9Z0ZEihibLEl2mtBy1wkRIuVmFh6eNw9uilP67K85D1v+3dx/gTZVdHMBPMzrSvWlpS0tbRsveew8FWSIyRFFx4kJxT9zrQ3Hg3gNBVFQcDAVk771LKZRCoYPumSb5nvPe3HRDR0aT/n/PU5ImaXr75pLc9573nJOdR53e+9q0yjzW34dKuJ76pUukNJYEKfHyIJfcfHKNaEkbL+WRNiGRlBUCEnzSX2YKxBgnKQ3Fk7UxbVuLLInVJ8/QVX7tSHt+CxUe/FjcX3p+E2k63ELmxFk22vT9RCo3UnhE07FbHyKvPt1MwZd0tZrCOsdRkbuG9AWFVu3/UldevbtRh1+/EO/PClep2W2JMRDDZSu4p4o40T1hdLUVRTyJ5gyksV8vp9Z+3rTtrhliVac1vL9NKju34sZJdHVbKYBUm6KkZMr6ZyMpvTwpaMo4cZvaz5d8h/a3yrZC/d3VqxO9s2UPfbzjgNjXuJ7x5YTefkOl7+WMp5LzF2hjupT11zu8RY2f4byK3r1DO/F+ZQ94FTP3slAHVv9ccg2z/5XhAPXBJ+Vfv3ow7e/Snu76eRUpjp2k2y9epG5nz9P5D76m1M9/II9OceTWOoKjW1R85hzl7z0oAjBckrPVM3PJs0uHetVbH/XlT+LE6fzhfWlce2PWK5gNH8+x1bdeJ7JuD17IoL9OJIl+X+5qtVgsxSvy+bV3JOPbxdATqzbRi+u20daz5+nnGeNrLfVVX0o3V4p4/D4RhMndskscc2vatDYtkGoMLhfHWfpc2rku5EAM94mR5yKcCcRzrdndO9Cec2k0q1v5Ce+JceWL8+SMBHOXJqu6sIHlbN0tMkwtVZps5Bc/ictPJo0Ul7ygk7P9uKrD1uRUEYSRm2s3Ffwa5c+/X8wZuHIEB4v2pZZnxDz813oq0xto4TXlCxTtDe+XL63bLgJi3L+JcSWJGxGEcRh39+kivmT1yYhZfjhBLNYd3Dqc7CkjRi6/VvWcKdiHpvVJAHZL6RlGnn3nVzrZrstJIl1BeSms0vNbyT0ulNp88BoFTR1PpCujC18upYR7nqDcHXvrVD+Xe1qsvW0K/X7jRGob4CvqDndb9C3d8tNKOpeTRwZ9GeVvl2puF59XkcF5KvkOn1Gvv4Ub6q09lSxW8dzSre4TuaaMS8JcGxcrJpnfmLkHhHNwFHkPfoj8Ji4V/V5c280g57DB5BwxklQBncij1xPkPex9UvvXv8/ON3ukbeWD9yudtKsLOT2+6oqt2kqxyVkxTmpPcomUTlo7GY5Q0IwJpPT0lFLdP/uebFmarKowr5r7xOiLpSygSyXqSvVw+XqHFgEUWaGRLU+KvKqspjP06GIqe1XQNobuax1NrY0r1KtSG59LziJpDK6xzVYcO0UqP2kf4n4+4rIglXT5V34t66Ps0mEiXTGpAztTGQec0jIob8c+U4+VDLWaIny9yaNzXKWgU1Mjr2B0jQonJ5WKShOTxXts7vY9lLNhG138/meR2VUR/x/7acY4Wjx1DPWLCKVTl3Lolf+2W2V7MwoK6dDFDDGZv1IQhl34YonoCRN8wyRR+hKavnZB/jS0dTglZeXQqgSpv1J9uBgDMdmnU8RzdGwRIGqqV1Vw6Bide/9LOvXUa6Zmuk0Z97/g9xd1UKBY4AAA5Y29N825gW6YOYke7BBPM9q0oT+Dg6nMYKC8nfsobenvlPbDr5S7ZScZdDryu3ootfno9XoFYbgf5JDPloqTwHf16kzPDuuL4bcgPr7t16ol3dm7M/1240Tad99NtPmu6aI8kqMFYVhcsD99OmmkWLn8z8lkuv6HP8yabcxZz20/ep1cWoVR4ZETlLFijciI9h7Up1HPm29aGFa3oFHVfm1yXxTOgOLP/n9vm0JtaimvaanSZGJhg/EzVR0UIC55Iai5lNVQmmzj6XPi3ITcTJsDMWxEdKsmXQZLnjPw/8G4IH9KySugi3kFooLEgk27xSKapEv1KzfdlLyyfrsIxnBf1SstxATHEGssb51g/L9YGy6XfN3iFTT6q59FZqy9BGL4v6yjVAVorhCIAbPh3g6ajrPJ56pvSR3cUzQ5z/n3LipK+EUEYfK3v0h5m58WzQU5nZoDMh5dO4gmelzPOemp18Uq5zr1+2gfTQcfmCXqCPu7udFXew5Tt4Wf0JGld5Kh9DyVpKpIFXQ7BYyfVa+/4WRmFj3453qxYuKr664yreByBPMG9hCXr/23wyIlh7jBOvd70bSfSR49HyOP7g+S18DXyLllwxtu/nFcSiG/oUv9gzg14dXT/MG1uUoN49q4th4nsr2cw4eQ0r0FqYK6kaE4g/xGRFLMgmfFavyM31ZR4cmkJlGarOJKCLnhuUxfIh2IZGhdaqz33C6wfILEqfRhxkkDu6RUUfRtM0QfDl5lzunrk+JiaFRsZI3bIJfr0hr7qjTGqNhW4v8jN7lU+Vbo8aSUJofai7vInMoypeCfOrAL6YqkPkClaelUYkzT13l4kFqpJM+u0okedUDTPqBXqNXkFhtF+rx8yt97iLJWrRe36/ILKf9Q5f4/jP+26Z3b0/KZE8SE7INt++mMMVPKknjyyupS05azKfN2HyDn0GDyu6o8EwuaPj7RyT7cvo/WJSbT9YtX0Fd1KFXGXIwlM7Q79tK6Qwfp3R076eRD8+nUk69SwfY9psfl75f+D5dlZtHZBR+btSa8JYia/rWs3gVo7nj1OGczH583m3oM6EVPhoRS73Zx9HzvnpQ78zoKm3s7tX79aYr74UORoexcQ1ZZbbYln6fBn/4oVu7P6hZP748fZvVG2eD4buvZiXbfO1Nk/PAihB/2Vz/2agyeV4sFjowDkqMGibKWjZFTXCIuvV3rNh+JqtI0+uGBPWnzndPo9p4dr/izfKzJ8xJzZ8TwwgbnYCkAw2VOud8cl24rNpZvM0dGDPdwkzPPS8t0VGqcX286c65S4GVkTCtTf5ymrm+EtBCP+zV+UeH4jLPl7dHprBx6d4tU/nD+8H623hywEl5oyhloXMrY78VFFPf2l9T7g+9p6Kc/0nsVSvVvSEoRJbFLynR0/Q8rKL8Ovehsid9nkrPzqKWXh+gFDfbLcc4yQ5OhcPMnj95PicwI0uuo6NBnlL/9JXGfLo9XZUsnRbiRYNRLj1Hkc/PE9fx9hyjh3qco+Y0P6hSQ4ROGPDk7+fBserNvJG2M2kghrqmkzVLQARpF3pOurtd2p+cX0rhvfhVpuc8M7UO9jHWMHQXXu+bamVwGgFfrNHWcHbL3fJpYTSSnlzaWj5srxQcFiDHgDKq67MvcN0YdIE0kXCKGi8vS85vF6uyg66WSSDkbtjep0mSMTyxUossl/q+XZ3Cr8URD+6AKgRhPd4qrUDYgx9WZ/H28SNNGyk4ZEdOKfpk5odaAkcq4Mk7OImkMLuHQNSRIrJQ7S4FETtJBhybuJosEYnT50uRJ6RUhypwIegNlGYMWSuNk03fUEAq5bQYFTBhFTV3gtWPE5bkPvxbl9GRcV7w2QR4amjegu5hUzv93i8W3ccPplDoHYjL/WCMuOaB/pbKW0LRMjIuhYA+NyHAb9vkyWnboBN27Yq1o2HwlSm8vseI919ODPPhk06VsKjx2kvL3Haas734xZdVyRoy8SpV7eXGTb3voD+Mcgp4UAJf7TOIFUjvm3EC9o8Lpl5IyGngokaalpNNOjUacjK4rnV5Pb2/aTYM+XSqOLe7u3Zm+uHZ0kysZBI51UnDBmMHiOvcgNTefgX3EXJozoAMnj23083EFhfpkxHDlBTnbnhdPBblrROZTXf9PcVZMdnEJFWsrZ2o3lmtkBK/gJK8+3cmrb3dxW/Z/Wxv9vLrCItLl5pHa36/aHI5tSDpXKSNmQGRLUa7s1VENX5xoLXP7dRflyV5et52+3nPYdPtvR83f58gaPt91SMxleE7TVDOSwDK4DDKfQyopK6Oj6ZdoR8oFUfJ+/vqdpjKK/yWdFZf8nnU8I4vu+f3fJv1y8DksDhxV7Q8D9gdHnGAR3PycMyO4JBX32uBm7bKyS+UrgfiEsFfvrtTmg1cp9O5ZpPT0oOz1Wyjhnicp6dk3KWfzTtJfJjKt15aSbt3HdHPxFxTgWUoFKc40c39nuiqlhMJf/4TGcx+Zz5bRfb//S9/vO1pr+TPOHuCURI6aX9OuNT01pHEp3U3V2LZS7eAdZy9QU8crFfmDZmBkS7OuUOSSS3UtT1YVZ3qRk5K0qdvIoNeRV/+eYt/O2bS9TqX1rFuarDzQxMFPgz6f9EVOVFbLpIpL8claeGgovm1r0hrHvdRTCu7UlcLZmRTuGrMEYuQJDNuYnE7LCjvRioI25Bx1DTmpNKRNP0CGMmPAxAx0+aniUuEeSvrC8uctM2Y9uRtLK3AAgAMc3JekqfPq14Oco1tR6bkLopyX76jBYmKau3X3ZffbeQN6iJq5XM7Q0iuE/kuSAzFXrs/LWZTMs9uVV1pC0+KsUtK9fbqK6/FB/mKVKC9+eHdL7UFBGX8O8Ir3O/v2oZ6dOpPf529R+2/fI7eYKNJlZFHx6bOkLy2lwqMnSemhEQs9nJzVdOHrZaZ9pqbsqrIK75UNwYEfzszh3jUNUXJeDsQgIwbgSnqGtaANd0wVZTT5RARny3JQt/eHi+nL3YdMJ1dqwp93fx0/RX0/+oEe+kvKDv1owgiRXW+O8rcAl8OlOf01rmKfvdx+2hDcq7L1a09S7Psvm5rUmyMjpj4Lw6KMi7A4q76+/59aeEolZs2dFdNyziyKXvAcuUWFiz61LHvtpkZnysrHFK7GOWXFORzbdla6Xz7xz8cvt/fsJEpB20M5vekdYulSUTGlFxSJ8yK8gIYXTF2qw6KZpobP7bDRtVRxAMf1yKCedGLeraIHUs6z99L5x++kGZ3bkc5goL+PS/P69cb556pbJossE57zrqgl+2vH2dRGl+jjnx/48RL696TUu7W+ThpLrSEQY/8QiAGL4lXl3DfEo/fTpv4OeRsfpfw9C0mXJ73xMV7BEzBuJLX/6m0KvfNGUdeVV7JyA8IjM+ZQ0vMLKG3pb5S1dhNlb9gmauCmLPofpX05lah4JTkpDFRysTUFT/uMXnnkPro2PpYyC4vFqlvu98JNoGf++BfFLviCVp0or02fW1xCi7bupQ7vfC2yL/gg+cfp1zhUSbKKuFkg4xUBTZ2c1i33dTEX+aQ+p6LWl8LZg1SBnclQmku5a++lor0PU+hN+VSWfVHUZjbXCrTGlSaTgianK5ST4u11Ij3pChVkcJNS6C9bmszTndRqFWVppImRqgGrLriJPWeU6IsbP9mU94H3t+6luw750s1Hwim7pIzULXoR6UupOOFnMhd9wXmOspDCLcBUmow5GVfpeQcHkr3hCaDPtAmm77mEBff60aZnUvGpmrPjOAie9/kP1KdlCxEQlQ/8LCG7qJj2paaJkg1V64xXZdDpqTQ1TWRHoDeMfXpySG86/MDNdOD+WfTZtaNIpVCIshEVT2JcLnP1SFomxQT4UlhIEKn9fU2rXHO376XC46fIoNWKEopurVtR8IxJolRL2o+/V3uu3J37KOmp1yiV+w01EJ/YPf/J9yIzJ+vfTQ16Dt6fGQIxAHX/TJvcoQ0de/AW0dOsU4tA2plygW79eRUFv/KhWID17JrNYjX3jweO06c7D9ADK9ZS6/99RmO/Xi4ey8fDu++ZKXqVoBwZWANXcuD5qVanp6UHzJ8VwwuDXCPMM2eS5yMVe0peSaSxX0GoV/0Wb8nBG3Yx38x9Yvx8yL1djLjuEhJM7vFtqfRCOhUcbtz4c4kz8ZxhNQdiio09GOWMGHvz+IBu5Gzsr3NHz040rl006fQcyK65FPfucxdp+pI/TAG8piQhU2rWHmOm6hpgf8TCb1cXCvHyoCkd24jbVhxLNPUnbe3nTV1Cg+ijiSPEfc+v3VptoSL3fer38Q80bckfjdoWfm4+x7Vo274G94dh0f7IiLF3qOkBVnnzcw7tR+oWPak44Rdx0rT0zGrxpfBoSW5tp4mm6NwcneusBkwYTf5jh4uyOdkbt1Pujn2Ut30P6fPKU4ndWpWSW2gZOSm40a0Huba5jfwnSyWCOEfh5xvGU3J2Lq1OOE2/HkkUb3hler1487rqq5+pbYCvWJmbkJEtDpZ44f9DA7rTyyMHOHS9xc4hgaRWKmhHSqr4gGnKk0+5Z4QcODGXIcbSR+tOSamo9cX7clnaHtLlSSsZFC5EmjYldOrpN8h3aD/y7NmFvPt2b9D4ygfxjSlNxjWoXVUqseKusFRLGmc16YsyxX0ciHGqJRBTsXmhvILLwI3uCgrIt0X9S+aofLzFirH8g8fIPb4NKY1BnYbobwzE7DonrRyXA02d426i0tStVHRiKTmHDSal55XLWl2OvjRfBK0UnuHi/chUmky+n8t82emqdbcObUUAhpu48mTUq083cfI4Z+sucqvQD0h24ZtlYqLZ+7rx9JdxIsMHqZbA7898vMtlya70f0abkUmGsjJyCUUZJ3vFK2V5xSWL8PGiG7u2py93HxZ9Yx4d1KtOAXrOlJRxVu3Fb38SxwlkXOXKgRjmf81ISv/5L8pau5mCpk+q1Ifl0t9rxWXBoYafkMnff5iKjNlyDT2xIwdi+P8lANQdL5rinmbTOrUTx3RLDhyjnw8liAVY/FXbwg4+3p/QPgZZMGB1N3RuT5/uPCjK3/CCsCGtw0UflaY2HzNlxNSxRwyTG0eHNiD4wBkXciYJB3S4FKEl+I4cJD6rL/29ThwnNHTcS1LkQEx5GfOaFpPIASZ7E+7lIXpmcdD66jZR4jzJZ7sO0vIjJ2lm17hqj3/9vx2i1Cw/9qZuXAmlaTAYF5LxvJr7hQCMjIkkF6WS/j5x2nQuSC6LzZVjuoUGicDiyhOn6eq2UaYB435JHIzcff6i6fxKfZ3NzhUVesrnvvU/V2QKxFTpywX2xzGX/UOT5KRQk1vbqeQz+ityi7+FnFz9SJ9/jgp2L6DsP6dR/q43qSRlg5Qp42Qgj84hFHJTV2r31fMUMa8d+fYvNH25hpWRk1JDLm1uoYBpP5Bnj+p9GvgEDzdI/GPWJMp+9l6Rlvjl5NEi6s01IA9eyCAXlZJu6R5PO+6+gRaMGeLQQRjmolJR5xaBItW4YsZEU8MTAP6A4rJIvNLRnMJ9vCjG34cOp2VSWgNS4F3Ch5JL5NXk1mE2eQ58Xdzm3dOZDGWlpE39i7JWvkL5BzZTxpJr6dKqV+tVsswcpcl4xcekuBjxXHzAzPTFl0yBGIV7zZMCf42byEjg1W++xsaTbYyryDoYS9rVh8o4ITv93P8o8dGXSa/VNvhv4sAQv2ZVa6Qq3VuQm+hFVUb5u/9HBl1J47NhOJPPXTrJWzUQk6VSUYQd12TlnioiQ4D32QG9RHmyS3/9S/oqK9jK8vJNq/1ijceHCRbMiCkvS3blQFoJl1fj/4cIxDiMxwf3EpP8BRt3X7E+vNxLaFBk+b7CDXiV/r5UeOKUyORi7h2lDFylxk0s7uAATfqyFaaf0V7KEos8WOn5C6Rr4Crc9J/+NF3nwKa+AfXtSy8YS5OZoZwMQHPEJzKGRUfQJ5NGUdpTd4tMF+7H8NSQ3vTwwB707LA+9N31Y+jsY3fQxjun0aT4WARhwCYGtw4Xc1FuHP7DgWN0569r6M/jp2jit7+Kk9lNRVZRian3S31LkzUoI8YYvHngj3XU4Z2vRO8mS+BjX+4nJcqg3/sUFRsDKvVVLGfEVMhAyiupPs+x14wYxqXU+D2VA97DoyPEvsB9YjgzoCKe5242lvvmuVlTwvsRl7/lOWRTC3aCbfB776BWIeJc0yvrt1cqi837yNNDpfYEL64rz4op0+lF6VPGwRiu4tAQC7fsEQvDGZ+LO24sm1cf8v8/lCazfwjEgNU5qTXk1mYK+V79HXn2f5lUAZ3IoCul0rPrqGDna5Tzzx2U9fsEyvnnTsrf8Qrlrb2D9LlSNow6pC8pfduQR9/55Dt+CbnHTyEnhZQ6Wxc3d+9AiQ/fRhlPz6FLz9xDWc/cQ19Mvop6GEt2NQdyj5QnV2+k6xevqFM5GGvjup2cuj+ufbRFmqdyCTq2vgFZMU4qN3Lveh+5xU4mdUBHsT86KXIo4l5X8u5VRF5diqhw/+ukdC0hKtxIRcd/smppMnZzd2k1ktxk0VAxEONV+6RgxU0Tac2t15lOUPgNkpp/enavfy8On8F9ybVVmCgzWHzqDF389mezlCfjJqBMDiS6xkwSZQ91WSdEMNdg0DX4d+gKpJrOSo8QUzPOijJUKmrlc/nSWfbCJbQFeQ/sTWXZuZRpzAyQFR5JMF0PL5UmlgkZUmq/Jch1evlEWk1KMzIpb8/Byo3NQ5vPe7ajaxPgJ1anpxUU1rqKvWqm5KAKQTueOGn4PcpgoOKkZFJo3ERZMlnA+FHitqx/NlBpWoa4LeufjVL2jHFiXmjMaqmPosTTlL/nIDm3CCSPbh3JUKo1ZcfUhPvXcJnVS6v/M93GfW24TArvz4pGvu8DAB8jKKhby2BxEvGlUQPozasH0/Mj+tMNXdpTmLfUQw/AlngumvTIbfTSyP7iey6p99vRRHp6zWZRzaEp4P4gzL8egZgxbVuLMscT46RFXPXBpa+4agNXrOATlLN/WWWW3ptV8eKMyOfmkVtslDheuPhN3edoNZYma1l7RgyXXeVFbo7ATa2mh/p3Fyeh5ZPXMg6+nM/NF9eTzNQbtDH4dfjp4AnS68vLKnPDdgDZ1THSHGFfanq1hYA8H+HqIluTU2ltojQnWZmQRKl5BfKUgXamlFfoqCvuC/bJjgNiEfjNxqyxjcYs/9rc/es/9NTqTZVaKvDiRS4b2IarloBdQyAGbEod1JW8Br5GvmOXkHuPR8ml9ThS+ceLRtkKjzBSekaQ0iuKXCKvIveuc8mzzzPkPWQhObfoRU6Khmev8IERr+xojqsjuD4xW3LguEgjXn64/KRrU8A9ABbvl9I2J8ZFW+R3yIGYK530qwvX1uPEpb7wHDk5S31WVB5lpCty4kQNKjr6DelLskmbcVAEHOuWEVP/dNeKeOUSN5z7J/EMZRYWkb5YKk2mL3QitWftJyI6hwSJRrgyz64dqO0nb4qT9vXl3a8HtfnwNYp+8xlxEjT95z/FivGGuqV7B7Gi6ZGBPY2BGOlgn98HPPo8Swr3ENKe30Klyf82+Hfo86WJFb//1JQRk6FWU4SP45zICZ4+UZyITv/pD9JXmEAWVOh35F8kZY2dsFAg5mRmlshO44Pe1rVkG53938eU9PTrVHTqTIWMGARiHMmE9tJ7PZcCuNy+wr3c+L1NLoEic+tWHizmGvDcuFim9HAXwRhDmY5S3v2cdIWFdGmV1Kjbb9RgcVl04lS9tzntJ6lOdMCkMeTRScrAKTh0rNbH8/+rvO176dyH35DW+P6Vvvxvcel/jVSXGgAAHB/PQx/s310svOLAA+OV0k0lK0Zuyu6nqXsghnsWHH3wFhrVgKboXPp233030Z57bxQnGLkXibyYzNw8OsdR9BvPkJOLM+XtPlAtk7WU+yeeqb2PKJfH5UVBnPmvqpDxkldaWq3cmrywzRHc168r+bi6iGbmFRuWbz5TnlXUFKpt8InrKT+soKUHj5n6w8TipDVUMLrCwj9eYCn3t2L8f/bpob3F9fv/WCfKiX22U1oMONu4MHWncS5aHx9s20f5pVq6pVsHmtwh9or9ii/mFdBHO/aLwOc2Y8YZlwfkRbtc0pkroIB9QyAGmgQnlSu5hA8h9853k9egN8ln1GfkM/IT8h7xEXkPX0TuXe8nl8jq5ceg/qr2XEkxrmKxNZ1eT7f9sopCXvuIVhw7RW5qFY2Kqf/BfF2MiG5FCicn+v1oolgx0xjO4cPIe9Tn5DVsEflc/RWVZkof5iUXI6ngqAs5kY5yNzxGeRsfo8LDX10xEMMrqLjHS2NXhHYJCRJ9N87l5FcqTeZq5RWhzkEBFHLbDLFaPfXzHxq8wo1XwCfMm03XdWhTLf1d4eJN7t3miuslp1ebISOmciCG+6qwbBeXejUubeo4Y4nLNJRl5VDGrytNtxceLQ/Oumbnir5S8mTG3H47kigua1tBySesCw5Kgdn8fYep5LycEYN+Go5ktPHEzd8nas8oeWbNZtIbDHRv3y7VFlG4xsWSwrhy172j1B+mIg6WuISHigyWE3c/IfqyaOLakM+wAeL+wgq/16DTixMtl3uvKssroJyN20np5UF+IweRe3y7K/abKTaWVTOUlFDakl9FebTsdZtJ4a4xBYQAAKB54B4DUzu2Fde7twwmD2c1fb77EGVXWQRky4wYLhFt7TH56rqrxPWn1mwWvRgsgTNQPbrEi+P8qgsouKRywtxnqSw3r8afLbmQJhZ28DFFTYvpeMW7vZclqwnPf7i/FgcMn15Tvkp/S4VV/bYOxPCc/qdD0mIy7pUql1WuWt4amreWXu7U1dj3tKay2HyuYVRsKzqSlkm9PlxMfxw/RQEaN3rRmMXIvZMq7nOlZbornt/4ZOcBkVEzb2B30fuWr8tZ/jU5eFHK4GdPrNpEWp2OFm7eI75/qH+PBvzV0NQgENNIer2eTp8+bfrKzrZcHX0Ac+CT9FyTv+IqY0vjD4+ZP/5FPxgzXWrCq58+33WIvF1cxAfgZ5NGNagRWl0EemhEs2dOM92eIp18byg+Iah0DyGVd5TIznDvNo8Kk9pT0MznSZsn9VbR50sl0EqT15ChrPYJFq9y4NVx5sjUCvKQ0uG53E/FQIzGx/rN3fxGDhYn/blBZp6xL0NDtTJmpJyuUr5B5d9BZLKUXTpCuryzpE3bQwZt/XoAcc+qihkxuiJjabJwY6kyTw+Hy6ILnjlZBJoufv8LFSWdFSsDC08kipWCTJuWIerQ8opNuXmrOf1q7GMkZ0RUlbtttwjisfyDR02lydAjxrGEeHmIsiRcRqKmz6Q95y6KLE4+sXF/327V7ud92KtPN5Hh5dm9U7X7edVq9P+eEydetOlShqDf6CHkxsF+JycqSpAyYkovptORGXPo4Pib6eA1N9Hxux4Tt1UlHq83kGfXjqLevBs3s3VWU+HRE2Qw1n+uisugyC79vZZSP/tBnMzxHzNMlEsB2+Fjd/k4XqvVimN7S8CcAQAqemxwTxoRE0EfTRghFqSUlOlEj0xbyywsrndGjLn0jQilKR3aiHJX726VTjxagldv6Vgid/ueytkwp8+SoaSUcrdV/t364mKxoOzSX1I5X5ewmgMxcm9Tue+NI7m/XzfRA2jx/mP0yyFp0ZbcH4YXUJ7NyRP9NGxl29nzYm7P1p9KqVCaDIEYqOz6jtLCzjFto2o8V/bHTZPoth4dRZ8hLsk3q1uc+D/Nvaa5SgTPiYu0Wopb+CW5PLuQFE+9RS1f+5g2GRddVZSam0/J2Xmi+kOMv6+oytMxOFAsKuWMm5ocuFA+91ifdJbuWL5G/P8a27Y1xQX74+V0gDkDAjGNlJmZSVFRUaavhQsXNvYpASzuxRH9aetd08X1hAzLBw/3p6bT9/uO0oylf4kTavP+Wk+TvvtNrB7g1U4rjibSDuPqAq6ZvGzGOJrRRSr1YimTjSXafjaunDEXz249KOyhBeQcGECamC5UdEYKJik0QWTQFlBpyoYaf45XVHBDwbqWJSs9t5l0ebWntAa6a8RlWn55ICavSEVe7tY/4cdlglrcMlXanh9/b3Q5B260V3XVFQdIXFpJ5X1yNz5GeZufprztL4l9jINfBr22bhkxTipSaALE90XGg/kvSqS+M3khjtdM2zU8lFrMmiIyAM4u+FCsDOReFx4d24uScnwSOtbP2yJ9Ynjf3Jx8TpSa4tWg3L+j4oSY5WyRmq/L2QacyaD09iKlcf8Gx3GVMSumpvJkTxprJD87rG+tAfqW99xMse+9RG5RNfca4mBM1AuPUMDkMeTZuyv5DOxNSjfOxg0VwZmybCkzTJeXL5Uc8fakkuRzdPatj6sFV+TAjVsbKdiuUKtJ0zaadPmFtZY04ZM7zHfUYBGA4WbBpFRSwDhk+9oaH7vLx/EJCQni2N4SMGcAgIr4pNyaW6eIXqXyymzuAWBrl+RAjJttFgm8PGqAqBDw+n87LXZi36tnF3GZu30vFZ44Jfq4cea1LGdz+fEny1jxjyizLGeQu4aV94dhXHaIjYxpJfpZdjOuuHe0rJgvrh0trt/56xo6dCGDDl7IoHBvT+oaEiSyZc7nWafSBvfL+G7vEVFRQ/ZLhXLr3K9mo/GkOP8/A6jo4QE9actd0+l6Y1ZiVWqlkj6ZNJLeuWYoDYkKpwf6SYHbHi2ligy7z10U57aOZ2SJwEqYt4cIHs/88W+xb1YklzLr2bK8rDYvCGa1ZcXw/ys2u0cHcfmVsVTjvAHd8UI6yJwBgZhG8vf3p6SkJNPX3LlSeRyApkylVFCPli0sWnKophR39tBf6+mtTbvFSnhuXMYn2MZ/+yu9tG6buJ9PyFrDJGMgZrlxRb4luHdsT1n/uVNR6gBy7/6IuK341O81pq9ezJdO+l+usSMHFPQczEndRvk7Xqa8rc/W+tgg44lqzmTQF2WSQU+UqVVTsIdtVmh59uwiejVwg+vaVozXBQdcuJ4rr0SpWr7BOXw4P4IMJVJwsSx9HxUd+YqyV86i3LX3k7605jIDjLNn+OcU7i3IyUkqK5BvLNu3zMubxraPo9x4ywYHbSVg4lWinFPxqWRKeuo1cRuXbXIODhRlGzp4SPuSud8rVhxLFMkuvAqUX9dzH35Np59/S/SCkcs/5e87QkovT9H3Q19QKAJGyIZxTFe3iaoUiJGD9HcuX0OrEk6LzCx5QlITpUZDbq2lBpy1cVKpKHT2DIp6bp7IZGEaYzAlf/8RurT6P5Fd0+aDV6nd1++Sa+sIKjh4jDJ+W1XpefikTcWfZbyPygFDPrGT9NybVHgyyVTurDj5HCk9NBR6xw1in2a+Q/qSOkDqLQa2w8fu8nF8bGysOLa3BMwZAKA2Q4z9K5tEIMZ4fO1vg4wYuadH34gQyi4uoVNZllkwqPb3JbfYKNJeTKeTc5+lpGf/VykQk7/3kOgpxww6HWX+sUZcl8ugukZKr1fVjJg+4SGU9PBt9NSQPuSIRreJpDm9O1NGYRF1fPdrUTK2f6tQivT1EvdX7B9jSa/9t4NuXPa3yJZmPLf+2RiImWQsd3wxv5C8XJwp0AaLEKHpnwvj7LvLVbrg+zgLbN3t11O4j7R/y710uTzZO1v2iut/zppEyY/eITL5OMvlwT+lPpSynSlSNYeKfXgrBmI4qHPtd7+ZsswqliabP7yfKfjDwV35cwLsf86AQEwjKRQKioyMNH35+CD1EeznA4gbHvNBStXIvblxwKWmpn68Ip5XE5i2SaEwpXRbWhiv3gkNolOXcuiUsXGyubl3aEv6EgXl7coglX8cKX3bkC7nFGlTt1Z7LDcsZ3FBtb+Zc6ZHzurbqOjo9+J7fUH1ZnEGvY6KTvxEsWrpA7wk7xwZijOpLEdBuUqVzWoWSxkrLUW2RVmFuqcNIR/sV+wTw5SaQHJrfwM5R4wgj15PituKTywjgzaPdHlnKJ8zZGrJjCnLkXqVKD3LV9OXGINjxWoVpbi4UJS/9cu6WYOTQkGtnriPfEcMNPXD8ezWgZyDpcyg9sZmo5yKbU5rEqSAy7h20VJ23LHESie583bsJdLpRMkpj67lJ+BdKqwoAsfBEyIuzbjuVLJI7W/39pciSM91lfmz4e2xQ8QKNXNzi5WCKalfLBGBR5/BfUjl7UUKtYrC590lgjcXvvpRBFJkRbyPKpzILbo88OPeQeoTc/G7n+n08wsob+d+Sv/pT3Ebl9TjUieurcJFwCj0zhvJuWULCpo6wex/D9QfH7vLx/FqtVoc21sC5gwAUBtebMBln/acv2jxeVldAjG8WI8z0G0lPkg6Bj180TIZinImrd/VQ0kd6E8FB45QzsZt4rPdq19PsfAnd7tUTjl3626ROevRvSPFvv8yhc29ndw7ta8xEMPHMXzS1tnYK8YR/W/MYHpkYA/yMS5o4T5/csPzqqWjLWXb2dRK/Tr2paaJagm9w0NoZpe4SkE9RysrDbYjZ7V8sH0fHbqYIYIkHHzlfeyDCcNF+bIvdh8SC8lk8j5aORAjZUB+v/8o9f7we7Ew+Nl/NovbOMuL3/c404arRrw7bpj4fHht9EDsyw40Z0AgBqAZizWm6srN7Cyd4s44bVmWVlBEXq5SLwoW7KEhV3XjGtXXx6gY6STa2iTL1GNWeXmKFVOlF9Lo/Adfk0vEZHF70ZFvyWCQyl3J5IlGfC2BGC4vpstOIENpDumMQQM58FJRyZnVVHT4C+qa9av4vmXhful3JjlTjlIpJnm24hohHXRoG9mXJ9Kn5kAMc2s3gzy6P0TOLQeYMmTc4m8hpU8MlWUcpOLEFTU+Z1nmEXGp8i+fWPFJWfbiNcPohRH96Nbuta/Gt3cqH28Kf+hOav/tuxS76FXStIkWGTEsUldmkfcJPoBlPcKCSZtxiXQ50uvJmTksZ+tucendv2elBuzOIdbJmgPr4pMWw6MjqFBbRgM/WWqqhfz1dVfR2cfuoHG19BFqLE2slIkj944JmCA1CmZc5iz4xslk0Gop9bPF0uMuZZE2M4tcw1uSwrV8tbCmXYw4gcOlzXilrZNKKVbXcgagXJZMXkHrO7Qftfv0f+RSpbQJAAA0T3wib3BkmOhHcPNPK+lEhlRW2Np4YQzP2/zcXG160i/e2AfBkoEYPtYNu282tZxzs/iey4ZqYluT36hB4nvOhtVrtaIkGQsYP5pcQoLJb9RgsYiptkCMo3NTq+mNqwfTucfvpO13z6BZ3eIpyrhI7rSFFjdW3Uf3nE8zBWAq9py8Nj6GBkVJ2QYsxg+LpMF8urUM5taSoucL45Jl8vtkgLtG9Dhm961YK8rO876669wFclYqqaNxgSPj8zHcb4bfN9xUKpF9yItyuZ8M9zYqLisTj+fn5oVqJx+eTSONJZzBMSAQA9CM9QyTTmh+vuug1UqTVcQHa1zDVaYxrsa3Fl7Bw/6tUgaAS+JkFhobtTcSZxmwzD//oQvf76QSz1iRnaG9WLkXxhFjRow88ahKm3FIuuJU+W1bX5xRqXRZ0dHvxHX34mRq6VxM8XopZbvwlDPlqdQUYMOm0K6tzBOIaWU62L/8qiv37g+Sz5jF5NZmCrl3niP97rSaG3+WXZIys1R+5YEYp5IS0jo50aDYSHpmWF9xgOXoOHjoFiWdLFYbAzEtSkrM3iNGq9PRicwsEXzlcnxFCVIJJ1aUdEYcuHK/Gj6Z7dEpTvTfkLN1XEKREePofWI4A+a9ccNoxU0T6aZu8RZtesvlx7hXi5zVUjHLhQVeO0b0jMnbc1D0kZH3Vbk/jEypcROZLoFTxlGbj14nTftY0uXmUXFSMhVVCcQAAABUNaNLO5GJwqujx3/za6X+F9bC/SpLdToRiLEleWHa4bTGZdHXhWevLqIkL/PoEk+e3TuRW5toKjqRSAn3PkWFxxPFsQLfXpu8UjkQY7ssImvjnn29jNkApoyYK8zNzCHxUrYoUS33oeU5g1zS76rYKDFf48bockYMgLlwoLWdsaQwz02q9pgZ26616CnDi0U3nzkn/j9kFhZT55DAallyC8YMFmX+Ds+9maZ1khYc/pOYTAcupIvrHVuUB27A8SAQA9CM3de3q2i89+nOg3TSgr1i5NJkvSqkZDI+aOIeEbwigMuEfX6tdZsW92sVShq1ijYmp1JpWXlmyXWLV1DQyx/S9CV/mFY4NRSfxGv/3XtihXTu1j30wQFpYnPuaOWm9fJEQ07Fr6osU6pbrOl8D3n0eY6cwwaL7/WF0kogVnxqBRlKsogU0mqsh0KSKEKZSaQKorIsFZW5uZLCWGbKFlwjpBVKpWfP06knXqHk1xc16Hm4pB5bf+psjf12ZE5OClK4SI9V+sQSqdxE5otBL2V4yAwGPZVlHuWO26TixxmpS7VUoFBQjH/zXE3lbNwX3bJzRXmK/RfSaZ9xBVpjJWZmk1anN5XiKzL20pAzYkrOnhcnsblslMLFmRTOzuQeJ702Lsb9CBzPzK5xohHlf7dfT/f27WqV1bi8b8nBx4Dx1T+DnJRK8h7Ym0ivp+yNO2rsDyMLGDeKQm6ZSkp3DXl07Shuy9tzqDwjxvh7AAAAqrqmXTSlPzVH9A/gJtBLjf0vrElePOdno/4wsnjjiXReJf7w6s3U64PvxSIeS+BjjbD7Z4vPer8xw8XnfsTDd5GTi7M4HuXFGJHPPFgtC6aivBKp9LGns+NnxNTE1CPGChkx3FNDxn2EOINg+9kL4pyGvKBxmLGXRlwQ+vCBecklxu7q1anGEoTTO0tBlcX7j5WXJauhB/LEuFhaNGEERfh40UhjlZY1J8/QwQvSOSFrlesH20AgBqAZ89O40WODeopyYU+vlupSWvKgfoCxMZlsrbEE0XUd2tCee2+kgVFSxoS1uKhUohROfqmW/kmU+lXwCpu/TySJ5oPcAHDlifITxA2l9vOlwOvHi+sBu3Mpu0xFHtl7SV+SI4ICem2hSL13U6tMQYbaAjHq4G7kHNKbFBrpIEBfUH4wWpryn7iUsz9uDpL68RQZpFVeBhs3K3QxZsQU7TogGmPnbN4pyvbUFx+shHl7iBWDXIe1LpwUSlL7xxHpikmXfZJKz2+hktOrqSwrgfR5KaKPDAdhnJTSSra8omJy0+upVK0W+0lzJJcm06Zl0DND+1BJmU707LiQJ/XOaYwjaVLJDVMgJlFq0K7QuImScFn/bqrUAJ21vO9WinjsXtNJc3A8HPD735gh1K+VdYNtIbfNoOAbryOvvj1qvN9ncF9xmf3fVqk/TIXeMrXx7BIvLvP3VQjEGGtCAwAA1IRPJr8wor+4/sLarVbPipHLSds6IybIQyOy+I+mXaIv9kknNC15kp8Xi3G/ROdA6biUS4eGPXAbucVGUeRz80zHxLVpTqXJahLu7SlKNlkjI0YuS+ZlHGueC3Ipp/6tQklpDJbNH9GPPp44kqZ0qJyxANBYTwzuJXokPTSg5jnD5A6xIrN/2aHjtPXs+Wr9YWoypHU4KRVO9M/JM8iIaSYQiAFo5u7v102kVi49eJz2G+usmltWkZQ+PKDKyTX5YE1OH7aFiqsW2MbTlcuUcZ8Cc/AZOYgyXJxpaFYe/XPRn5Skp5y191DWn1Mp6+8bKFqZRu0D/WrMWNGX5pMuJ4kUboGk1EgrKhTGS32R9JrpCi6QLucUKdxbUuo3B4mcpF4wa3KD6GKW1FtB6Wm7/jBM5eNFSi8P0W+BcSPMsgaMr4+bKy2Zdo04YLn397Winmqdfn+AVFKg6Oj3lL/9JSrYu5By1z9A+TteqdYfJsG42srQTFe2MWfj/8vStAx6dFBPmtmlvfj/cN3i36lM17gTA3IpPg7EcFZT0cnTojwU94Nhl1atE5fu8VIQUS5Jxo3UAcyNy98FT59ITsqaD4u5/wuX6is8coIKDh8nJ5XqitktHKhRemio4NBxKk1NI3VQACk1jl/eEAAAGodPynF5G0tnxXAPg9k/r6IX126ttniOy8baGmc38GJBXhzHzhr7MliL75B+FPvOizVmwNYWiLF2me2mghethXp6UEpuXqPnCHXNiJHn8J/uPFDtPAM3Or+jVydS1XJcB9BQ7YL8RY+k2oKu/N7J5e+5JNlnOw/WKRDDAXiuHJOaV0CrT56x+fkxsDy8MwE0c7wC+fFBvcT1D7dLjd0ttbqK62PyipmqKjYvs7bx7WNEeTJu8sd1kdcmSiuXr2oj9SpIyanbSf4rOXQphz4JCBLXXQ5oaEueD+mKsqisrJScdCX0bewB6hfsepn+JQZSBZQ3i1dqpOfSGTNitKnbxGVpug/lbttLuQcCaGlONN18Io6yM6UVZC5e1cfemjj13zWi8opwbXoGFRw7SXl765bZIuvfqiXd2bOTWAH1Vx2zltQBUqkgbZrUBN45YgQ5ufiSLk/KzFL5xZkee/KclEqssPGKQFtSeriLE8mlXKvWYKBPJ42i7i2DafOZ8/TSOml/ayhTT6QgfyrLzKKyrBzRQ4h7wTCdMbgm1+wGsPV7lxwE1BeXiCCM4gonWzio494pXgo8GwzoDwMAAHX23PC+Fs+K+XrvYZFN8Mr6HaYSzaaMGBuXJqvYJ0aWnJMn+hUuPSAtnmtKOBDj4ay2aQloW+OqDjq9gZJzLJcVw4u3OCPGVaWi6ca+GnzCm3FJP4CmYIYxSMhVV/hcW7vAK5fIk8uTFWnLRKm/5ppd11wgEAMAdFO3OHFA8/2+o5TfyJ4oNZFXV3GK+fa7Z9DOOTeY7nNWKmttUG8N/OE4NraVCML8fvSkqVzaTV2lk/IpZsqI+TcxmZb7+1ORhzt1TcmhOfs7UOSeQRS+axD9mNWKgtWldJOntGqiqrJMKUih8o+n/H2HKen5BaQ1HuPqC6VADJfaYpn/nBOXuTvyaFl+Lyo2KCkrXSoDpaml7Jk1ucqrlYwTFW36JUp+9T06PX8B6Y2ZMvWppc1WnZDKWl2J0ieGSOlqyo5x7/YgeQ18TQRjRH8YLl1mdMbYKM/Zo3mvYHeLjiRDSQld+nstuapV9MPUseL/zIvrttGmKtlj9cE1v/20Woo6dZoKDp+QfldMJLm1Lm+UzoEZlY2zuABkPoP7ma7XZXUs8+wqlSdjKKkHAAANyYr545hUErO+jqZl0vhvltPaRGluUzVw8ORqqQwsL2qSG0RnFhY1idJkFfvEKIz94jgj5oE/1tG0JX/S4YtSH4WmgIMDeaWlzf7EabdQaZHggo27zD7GxdoyEYDjEnXce5YXd3ar0HfDRaW8YtYBgLWMbx8tSs7L/y/kknmXMyK6fA6M/jCOD4EYABDpu1M6thFR+2/2HjH7iPABE5eR4sh+iJdHpVTLTi0CSK2s3ujMmqbExYjLNzfuov2p6WJFj5zezCnW5sABnlKFghQDeovvB+Xk0MCYGCojJT2aFEnFBhVFlx4kvbZ6/42yDKk/jL40kE6/+Dblbd9LZ99aLN1WmEbazMMiWKPXaUh70Uk0lyS9gTqXSAGwAmNNZS8/2zed97t6GGl6dRFNrRn3TtCmZ4pV49p6TqoGRYWJQN4/icl1Wi3opFCROriHCLpoOt0pVrkrPcPJe/gH5D30PVK4lAeqUozbovF0p+aMe2eQQkGpXyyh0oxMig3wpUXjh4syEY+v2tig5+SSBcczLtHzqecp+62PKfmNRaZAjGtkuClIp6nQHwbA1jiQIve5ulJ/GJlH1/IsRrFvAwAA1NGdvaSSuiuOJdZ7zC4VFtG4b36lFcdO0XWLV9CZKr07Fu87Knr+yScLt51NrbR4rikEYqZ0aEMT42Lo8f7dxPecaXHwohQwOp6eRU0FB7I4E6S5r2B/emgf8te40gfb99PmM9LCQHN59b/tIgDX56PFppPbPN4x/tLctmfLFs22pyc0PR4uzjTeuGC0rgHCPhEhIqvO1tViwDoQiAEAYW4/6SD3zY07SauT0tPNhQ/qfV1dxYlvxivrZd1Cy1ez2MrQyJbiwHGvsfnfbT07ir45vALLHKXJeDw3JKWITILYodKq6mcDfejvmyfTl5NH0/iOHck1fDCRroRKz66t9LMGXQmVZZ8gJ2cvOvfhCtHIXOXrTSVnLpBB50r6onQq3CedyC44wWPpRH6jBovv2xmDSGV50t/gV4e0WEvjjIfAB28nTftY8X3FkmSlxslVXfF4cho6B/p2GesFX4lH94fIZ9TnpPKOMt3GARilV0SlVYJHjBNSbx8vau4ZMYGTrhb73fmPvjVli7X08qCtyaliol9f3GzVqVRLfXKyRV8YmXv7NqRwdRG9YMT3CMRAE9PihmtFuTyv3l3r9HjnkGDRW4YhEAMAAPUxKraVmIusPHFaZF3UxyN/b6DES9liPsPHybN/WVXp/u0p0nHu7O7SgoGtyecrB2KaQGmyQA8NLZ85gca3jTSVtZXnZXws2VTklUgZ/c09EMOv11tjhojrt/+y2qy9Yn45fFJc8gI8uUQ169xCOsZCWTJoari/Kpf0lqusXAkvTOZMSNaxBQIxjg6BGAAQOL2X+6KczsqlJWZsDMmpxFzrsrYDeluWJZOplQq6vmNbU7O0e/p0ER+GwR4aOp+X3+jazBwk4GwjPkj0jmsjem+UHDlB+uJiuqlbPH13/RjyihkvHlt0dDFpM8uzksqyThDpy0jp246KTiaR2t+XYt5+XrovT8mRGtLlnialXxzlbssnpZcH+QySehlEZEolyVxKSsRlYFDT+VBXB0qve+Ex6cCalV6QAmH1wc3w6lOezEnlSgq3y48Dp9RrjQEGN5TGouAbriWVvy/lbtlF2ktZIqDK7xWcFbM6QWooWB88ke6dl0fOOj159+9JbT5+nVq/+iS5GVOyvfr2IKW3V6WyTgBNgfeAXhTzv2dJ5V23AC3/X2k5ZxYFz5xMLhGoXQ4AAHXnp3GjPuEhdC43nw5eqF/W+CZjRsK+e28UpaH/S0qpNJ+RFzDN6dOlckZMYdPJiJG1NGan70iR+jeyU5eyqanIL5XKens6N+9ADLuxa5yY7x5Nv0T/JUl9VxuLX+tDFzNEz6Ckh2+j326cYOoPMyk+VgRnJndAT0loeufWdt0zkzqHSCX76uKlkf3p/r5daUJ7qVoLOC4EYgDA5MnBUtmsV9dvJ72+fiuvasOrsOTyZzWpS/Mya6X/c33Zp4b0FsEYFubtKVLN0/IL6avdh+iuX9eYmlk2pDF5r7AWooGzR/eOohRX3l6p5BhT+caSS+vxZCjNobyNj1L+noVUcuYfKj65XHqAIlyUG+NV1RzE4Cby2VvdyKX1BHKJHk/KwGlkKNORW2wUucVEiUyDwItpokm0l3GbQ4yrhpoCZ2MghipMCkVT+AYGYn45klDv1YI14dd6waZd5G18Lh7n5o6zVDhgwnK37hGXV7eRMor+PpHUoP8PQ3KM5fJ6dyPXsFDy6Fy+WijklqkUt3gRqXxs39MIoLG8enah4BmTTBmhAAAAdTWmbVS9y5OVlJXRycxsCvP2oGBPd4oN8KEyvd6UTVJYqqXDFzNFdnP7IH8xFzt1KUccA8sZMf4atybzInGmiY+ri5iTyZKqlFqzJc6kZ54uUlmh5oyPdTgYw5YfKV9s1xi/H0009d3gEufj28eQwljG+IYu7an4hQdE5gGAveOgzTvjhlWqHgOOCYEYADAZGBUmeqPwKpbfjprn4Km2WsNrbr2O5g/vSyNjyhuT2fqDL/+5++mRQdIJZxbmJTUKT8nNp1t+XkUf7zhAT6yuf18MrsHMQo3ZFd59eojLc+9/QSXnyld3uXe+izRd7icnlYZKz6ymgj1vkTZ1m3irLsuXAhe8qpoPcp1DgqgkRU8ukdPJvdNdVJIslSHTxESRwsVZlJRyLiikrgUFFFCmpUKFggLquIrbGlS+PpXKUjU0I4ZTd/ngm3v7NCQ7o6pv9x4R2UujI0LE90q3pjMRtSXvftI+m7NNasA5IqYVqRQKUS6jvkHbHcnnaXBuDhkUCvLs0bnGx+CkNQAAADR38srol9Ztp3WJyXX6Ge6fwlnLcUHS3KG1sUeknEWy/0K6uF8+ed0vIlRc/nX8FJ02lvxqCqXJKgr38az0fVPKiCkPxCAjhnFvDF578uuRk2ZZJFcxEFMTzBkAwN4gENNIer2eTp8+bfrKzm46BwUADfHkECkr5pX1281y8GRKca9yQM8ncp8b3q9JHTyplJXfEjkjhh01ZrSwtzbtpt117EdSNRDDdZqZ96Deoml9WVYOnXrilUoBCNeoq8h79Jek6XIfubadSppOd5H3qE+p9JxUf9jVWN7GuYU0eSpNlX62KOGUuOSMGOY7YoC4/PzCeXLX6ykjqpVp9VBTwJlBXGatovr2iBHP4+RETwzuZdpnG4ubyLMOxiCcoolNRG2F+7Vw2buC/UdIV1AossZ44p5WUEh7jftgXRSUaill3xHyLysTz6ky/p8AALAVPnaXj+O1Wq04trcEzBkAoL46tAigd64ZKhrCX/PNctp0OqXOmfhyICbaT8owPmUMsuwylvjqYQzEzOomlYJ9bOVG2peaTu0D/SiiCS3eYlW353R2rtmqNzQWesRUxllY/SNaipJ6de3hebnKGhtOp1CQu4Z6hUmL5AAA7H3OgEBMI2VmZlJUVJTpa+HChY19SgCb4t4PXUODxIETr3ZvrITMLHHJ6e/2hlP62eqTlTMt1tZxRZrsQn5hpUCM6Btwz83kO2IgaTMuUeLjr1DRqfLfoVC7k2vU1aSJm0WuXHbMPYSKz0q1nl1ahYlL5xCpzFiJMYhTlCCViHKLbS0u/UYMFL1olPlSEGj43NnU1KiNZelUPl7k5OLSoNJkbFJcrCirwAfqW4w1sRuKSzMwP2PQCqXJJE5KpSgjxuXvcnfsE7ddbWye+sP+o3Ue37+PJ9GAS9IJAu++3Rv1WgEAmAMfu8vH8QkJCeLY3hIwZwCAhri/Xzd646pBVKgtozFfL6eVVygLKwdiuKdG5YwYYyDGeHK8R8sW4pJ7enB2DC+ukRflNaXFWyzcuDiORfl6U0mZji4Y5zi2hoyY6ibFS5lcyw8nNGpsVxxNFCXpxrVv3eT2SQBofhaaac6AQEwj+fv7U1JSkulr7ty5jX1KAJviIMFzw/qK6w/8sY6KtWWNer6dKRdN/VHsTZiXdNAvT3h6Gv+GgxczGpYR41G++t9JoaCwB24nn6H9SJuWQScfmk/5+4/U+hzFZ6QVcK7hUvkAlxZS4zcOXui1Wio+fVYENNQBUnBD4eoqsm6YZ8/OolRZU+McGCAuXcJDyblFIOnyC8RXffGB+SMDpdJZ723d26htSjSWOvAyZoOhNFn18mRpPyyn1K+W0gQfL1GebMGm3TTthz8op7jkiuP7x94jNDkzU5Qlk/vOAADYEh+7y8fxsbGx4tjeEjBnAICG4tLJ3MiZT/qP+foX+nTngVofe7hKRkxrX2NGjPEYV87sl0uT8dzvwf7S4pjWft40zdgIvSmJMJYm89e4muaUTaU8WV6psTSZM0qTVVwkxz7fdYjm/bW+TplcVXFljrc27xbXpzfBfRIAmp+5ZpozIBDTSAqFgiIjI01fPj7SihMAe8Y1WLk5JGezPLVmU62P+2LXQfqthkZ8HLjo8t43lJydSztSUu02ENOvlRT0yDSWV5MPAg/WM3Mj1RiICfbQVCvPFf7w3dRi1hQylGop9fPFNZaD40BLaepFEWRRukvP4WwKxKRRcdJZkangFhNVqdRb0NRxFHj9OGo55xZqiuSMGJewUHIODmxweTLGk0ZfN1f6+XCCKfBVX1qdjpKz80T2llOJFFRARkw5j64dRDm5kpRUSv9xBTl/9xP9c+t11MrHi5YePE6PrdwgHmfQ66kwIcm0LxvKyqjg0DEqLiklzebt5KXTkdfQ/uQcaJmTnQAA9cHH7vJxvFqtFsf2loA5AwA0xlND+9Cy6eNI4eREj6/cSPnG3iRXKk3GwRU5I4Z/hnuBcoZJUIV5ydSObemVUQNo8dSx1Uo1N6WMGM6AjzL+PUlZudQUICOmOn6NBkeFiSwrLus94dvfai0ltz81zbTwk+cOm8+cE6WM/zx+SvQA5XMIw6IjLPwqAgBYb87Q9D5lAcDm+GT+hxNGiBPbfPBUU7Alt7iEblu+mmb/sqpa8OCr3YfFgdOPB4/TgQsZoiSX3G/FnkT6elPv8PJ6tCNjWpGfm6uYwJTp6l4PklPnfVxdyFWtqnGsA68fT24xkVR08jTl766+wo1PfJPeQC7G/jBVAzHlZcmk/jAypUZDITdPJedgKfOkqZGzdNzjYkVGTMWeN/WlcVbTrd3jSavT02c7DzboOc5wvWmDgaL9fEhfJAXfFBq3Bj2XI1I4O1PbT9+k6Lfmk9JDQ4UJp2hQRAjtuucGclYqaemB41RapqPTf/xDJx94hhK/WCJ+LuX9Lynx0ZfowLzn6frUVNI7EYVOm2DrPwcAAADArlzXsQ3N6NyeLhUV00c79le7v6SsTCykC/XyIB83qc9hiKcHuaiUIhCzLzVNHOvK/WFkHHx5YkjvSvOepqRLSJBoAM/9CcsDS00kI8YYEPN0Udt6U5qUNbdeR3vunUmdQwLF/nrC2Iezoh1nU6nLe9/SzB//Et+/s2UPDfh4CXV7/1t6crW0GPSpob2bVE9ZAIDGQiAGAGoU4eNFX193lbh+808rKclYV1jGwQiOv3C2yNmcvEr3yaW7vtt3lMr0erGSxV4PoKZ1aisu1UoFtQnwpY4tAkRd4pPG3jdXwivPeFWP3B+mJjw2QVOlE9Nc8klfXFz5OfYdFpeaCoEWdVAA/6AIXPAJ8ZoCMU2d98DeFPv+y+QzbIApsFSS2vCmjnf37iIuF23fR6m5+fX+ebl2Nk/w5ECM0jiJBTKVvHNvFyN6EXEWV9HpsxTgrqGr20RSdnEJrTl5hnb9vU48NvfXlZSzZRdlrZEyZVxPnSG/sjLK7RhHLsa65AAAAABQd08M7iWCEm9s2ElnsytnhWxIShE9NSoGWriEL/dVySgsonWnzorbethZpYIOLQLoyAM30/Mj+om/hZ3MbGqBGJQmq0itVFLX0GAa1lrKZtmRcqHa2HHWC+OKBssOHqf5/24V35/IyKKDFzLEvPuattFWeBUBAKwHgRgAqNW49tH08MAe4gTr1CV/iFVWsqPGtHf2X1IKfbf3CH25+xBlFxXTceOKF86KsdeyZLIpHdqI1f5dQ4LIWaWkjsbskrr2iZEbSVbsD1MTr77dyb1DOyo+lUxnXn2vUq+UnC07TY+RKdQqUapMm3GJCo9JGUuaGPsKxHAAyq11K+nSmB2TtuQ3yj9Qe6+cy4n296FZ3eJFabLRX/1MWcZgSl0lGid00b7eVJYrBRdRmqxmGuOkqMg4gZLrib++fju1SDkvrqt0OjrzyjtcZ4CSRg+jrwODKMXdnbrdPatBry8AAABAc9c+yJ/u7NmZ0guK6OqvfqkUjPnlsDQnmBgnNUuXyVkkyw6dEJfdQytnxNiDdkH+5KZWU4fgANGjcPH+Y2LuaWsc4GIIxNSsd3iLWgMxaxOlwCCbtuRP0W9yTu/OtHDsUIrx96G3xgwRgUQAAEeCQAwAXBbXC+Y08J0pF+iRv6WV7XJGjOymZX/Tjcv+plt/XkW+Ly4SK7EqGm7HdV1benvStrun04/Tx4nv+eCf8Sq0mkq2VSX3K2nhWbk/TFVOCgW1emauaFyft3M/HbvtYdFXQ5uVQ4VHEkTQhbMQKnJtFSZOcpcknyOVrzep/H3JXrl3aEvBN00RmShJzy2gsuzKGVh19fHEEaKEHK+ienJV7f2NanIqK0eMZ7/tu6joxClSenuJcYXaAzGFx6X/A9e0a01uahWlHztJ3jodHdRoKE2tFiX1FGEhdHNWPr0THkZBbz9PHq3KS+wBAAAAQP28O24ojY6NpMNpmdT27S/p271HRA+OX4+eJKXCica1qzxniDf2i+HjY9a9pZSJbo+4ysD3148RfyfPPbeflfqR2sLnuw7SV3sOi21pj96HNeoVJpW7q/o6ccWIbWdTKUDjRv1bhYqSed6uLiLr6YH+3Shh3mwaEdPKGi8jAIBVIRADAFdMK146/Rry17jSe1v30k8HT1RqBCnrGhpUa8Clh52XIeK06la+XuI6Nx7kMmW7zl0UwSfuiXE5F/IKxeXlSpPJVJ4eFP36U+Q7chDpcvPo7MLPKOe/rSI44NWvR7Xybi1mTSEnlVJc5yCNvZZ/Y7ztwdMmkN/oIWQoKaGczbsa9DwuKhUtmTZWrJT76dAJ0un19cqIuSo7iwI2bSelpwdFvfAIKTiYANW4tTEGYk5IGTEeLs5i0t8rX8okymkbQ6+2DCOthzt9Fx9H2aVaemRgT7srhQEAAADQFOdny2eOp6eH9hH9Eef89o847uUFYIMiw0TZ2IoeHtiTgoy3Rfp6Vbvf3lzfqS29edVgcZ2DULbATeZv+2W1mHMsmz5ONKiH6nh/C3R3o/0X0qlYW15dY9Ppc6KE+bDocHp/3HBq6eVBb40ZbPf7JgDAlSAQQ0QrV66kfv36kZubG3l7e9P48ePp6NGjVxw8gOYizNuTvrt+jLg++5dVlJCRRUfTKjfc+2D8cPpmytXVflajVokGkI6C0+LPPXYnjYiJEDWBN5xOMUtpMpnKx5vC5t5OHt07Uun5C3T+k+/E7T4D+1R7LJfzCr7xOnHdo1N7cgS+wweIy5xN2xv8HH4aNxraOlyUCuCD/PpkxMQXSoGz0DtmVurJA5Wpfb1Fn6KSs+dJV1hIBp2ebu/ZiXrmS715ovp1p7U+PnTfsMH0RtolMQHjkwUAAAAA0HhcpuvFkf3pgX5dKb9UK8pIs6kdpf6WFQV5aOiza0eJ60Oiwh1i+Gd0bkcKJyfRX6Q+C6/MZc/5NHH5YP/uNCk+1uq/354W23FWDAcMORgjv1brTiWLy6GtI6hLaBClPH4n3dqjo423FgDA8hzn7GgD/fPPPzR58mQKCAigsWPHkru7O61YsYL69+9PZ86csfXmATQZV7WJoieH9KbcklLqvug7OpWVTeHenvT22CH0xlWDqE9EKIV6edD84X3Jy8WZbu3eQfzco4N6kqMJ9NDQ9cZJzoqjidXu51TrGUv+pHWJyRVKk9UtECMfsIbePpO7a/I3IijgHt+m5m257hqKfe9lChgvTa7snSauDan8fCj/4NEGlydj1xonRMvrUD6OGQwGkRHTUidlODmH2G/JBmvRtGktsrVSP/uBDl13O8Uu/ZUGa0vJycWF+g7qI8o0bE1O5YeI9wF3Z2QXAQAAAJgTL3ThBS+M+2vMruVkNvf+PDL3Znp33DCHmY/xwiuea9Vn4ZW5pORIWeDRfj5W/932Ru4X+87mPRTy6kfU76PF9KtxjsYZMQAAzUmzDsTwibcnnniC9u7dS7///jv99NNPlJCQQKNHj6asrCx6++23bb2JAE3K88P70UMDulOhVksuShXN6dOZ5vbvTo9UCLY8N7wfZT1zL300cQT9c+t19MzQvuSIxraVai+vOHZKvJdwXWYZH1j+cOAYDft8GSVkZtUrI0bmGtGSol97kqIXPEcBE6+q9XFSo/tW5KRSkSPgXjne/XuK3iINLU/GJrSP5hgW/XI4Qbw+F/MK6N7f/xXBlpqk5ReK1YQReikQwz154PI07aRGsJdWrjOWk9tJhqJicu/Qhnw83alPuFQTmk8O3N27C4YTAAAAwMx83Fxp/W1T6c9Zk+j98cMvW4mgfZC/QzWVn9JBWqi27JBUOtuazhoDMWHeHlb/3famt3FOwPPj9IIisVDreEaWKEcWa8c9TgEAGqJZB2K2b99Ot99+O7VpU77SnDNi3njjDXH92LFjNtw6gKaHD+wXjBlCmU/fQxlPz6HHB/eu8XEKhZOoXTw8ppW47og4+6d7y2BKysqh25evpuBXPqSbf1opTvonZ+eaHvfjwRMiE6BLSGC9f4d7h3bkbjzZ3Zx4D5D2q9xtuxv8HCFeHtQ3PFRMkv48foru+f1fWrRtHz2xamONj//rRJK4bKHViiwkNVa31Sl7iSk93CnyuXnkP3YEkcKJfIdJ5eXGtZP6yCAbBgAAAMBy4oL9aUxb++4X2dAMeP6Tfzt6UszBrCklRyrHG+bladXfa496hgWLXjr89emkkfTa6IHkqlLRjV3jmt0+CwDgGEuoGyg6Opq6d+9e7fbYWKmkTWhoqA22CqDp83Z1sfUmNAlvjRlCV3/1M32+65D4/us9h0Xq9YkMKQtG9snEkRRcj9JkzZ17+xhR3qrgyAky6HTkpFQ26Hk4ADDxu9/ohqV/iZJ6cqkyzo6p+nosPXCcFAYDeRQVi9JojpJhZEmattEU8eT9opeOc3AgefXuSqF3zjSNHdfM5hVwg6PCbL2pAAAAAOBguDxZl5Ag2ns+jU5n5VKUn7fVfndKrpQRE+6DQExd+nf+ffO15K9xpa6hweK2hwf2ICdCEAYAmp9mnRETGBhIanX1mvVpaVLjtYkTJ9pgqwDAXgyKCqN/Zk+h8e2jRVBGrVTQw3//JxoRsnv6dBE9dGZ0aW/rTbUrfCLfvX0s6YuKqSix4b26JsTF0B09O5mCMJyVVKbX01d7Dld6XHp+If2TeIbaqlXkpNeT2h9lyer0Ojk5kc+AXiIIU/G1kzmrlDSkdThWugEAAACARcgLfv5LOmvVET6bnUcatYp8sECxTkbEtDIFYZhSoXDYyhkAAJeDJb81WLlyJfXs2ZOuueYaupLExESKj4+v8b7Dhyuf7AMAx9M3IpR+u1EK2m4+c45+PpwgVmU5K5X0zjVDxUEm1J97h7aUv+8Q5e8/Qhm/rybX8FAKmjq+3s/z1tghdCz9ErXy9aLHB/Wi+He+ok92HhCrsOTXhvvI6PQGmhoRTLQL/WEAABxdbcfufFzPGfOWgDkDAID5DYoMo4Wb99CG0yl0MjNb9CD5cMIIi57kzy8ppeziEmoT4IsFRwAADizeAnMGBGKqKCkpoU8//ZS+/vprUtThBKrUpFtf4305OTnkCPLypLRbwJg7KnPt4z1a+ItADIvy8aR8/N9p+Hi3DhcXF5f8KhrAM0OrUHJtL5WOrI/fp15luj4gIoQ2JafSHT/9TbO7xdEnuw/T8qOnxH2DPN2k3+Pl7jDv3zK8j2O8HRn2b4x5fdV27G7JHgPNYc7A8P8R4+3IsH83vTHv7OclLn86eILySrXiejtfT7q1q+UqEiRkZovLFu5uDvX+zbCPY7wdGfZvjHlTmDMgEFPFM888Qy+88EKtUa+qYmJimkXmi7e39eqtAsbcXvfx0e1j6Il/t4nr7YL88f+mEePt2a0TpalUpiAMy/5iKcUueoUUNZSUrKuvrx9D/T76gb7Yd0x8MReVUpSRi9dp6QIRebQMccjXzhH/pqYM443xdnT2vI8fPXq0xtvrevzfEM1lzmDv+4Y9wnhjvJvzPs73xQf50+G0TNNt8//bSVO7daBQLw+LbE9OuhSIifL3dcj/f474NzVlGG+Mt6Oz5338qAXmDKiZU8GHH35IHTt2pDFjxjR4QAGg+erUIpC8XJzF9dgAX1tvjl1TODuLZvDMd9Rg8ujekUpSUil73ZZGPW9rPx/6a9a1op5zSy8P0cPnwhN30fvjh1NZ5iXxGHUAesQAAAAAANhL307WOzyEHhrQXfSH/N/GXRb7fWdzpCydMAsFegAAwHEhI8Zo8eLFohTZjTfeaNtXBADsFvcc6d+qJf19IknUDIbGCZg8hhQaV2ox63oqPHaS8ncfpIIjJ8hv1OBGPW+3lsGU8vid5KJUkkpZvh5Bm4FADAAAAACAPbmrV2c6np4lFli5O6vprU27aUvyeYv9vpScfHEZ5u1psd8BAACOCYEYIlq+fDmlpqbSvHnzKg1OYWEhLVq0iB555BFbvT4AYGfm9OlM53Lz6eo2UbbeFLvn3ae7+GKatq3FZdEJqZ9LY/EkraryQIy/WX4HAAAAAABYVqeQQPr3timmuv1+bq6093walZbpyFmlNPvvS8mVMmLCEYgBAIB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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "wl = g[\"wavelength_um\"]\n", "edges300 = binning.constant_R_edges(0.35, 1.849, 300); wc300 = binning.bin_centers(edges300)\n", "def b300(z): return binning.bin_model(wl, z.astype(float), edges300)\n", "iT = {T: int(np.argmin(abs(g[\"T_K\"] - T))) for T in (600, 1200, 2000)}\n", "im0 = int(np.argmin(abs(g[\"log_met\"] - 0.0))); ico = int(np.argmin(abs(g[\"c_to_o\"] - 0.55)))\n", "fig, ax = plt.subplots(1, 2, figsize=(11, 3.8), sharey=True)\n", "for T, i in iT.items():\n", " ax[0].plot(wc300, b300(g[\"zeta\"][i, im0, ico, 0]), lw=0.9, label=f\"T = {g['T_K'][i]:.0f} K\")\n", "for met in (0.0, 1.0, 2.0):\n", " im = int(np.argmin(abs(g[\"log_met\"] - met)))\n", " ax[1].plot(wc300, b300(g[\"zeta\"][iT[1200], im, ico, 0]), lw=0.9, label=f\"[M/H] = {met:+.0f}\")\n", "for a in ax:\n", " a.set_xlabel(\"wavelength [µm]\"); a.legend(frameon=False)\n", "ax[0].set_ylabel(r\"$\\zeta = -\\ln P_{\\tau=1}$ [bar]\"); ax[0].set_title(\"solar, C/O = 0.55, 1 R$_J$ node\")\n", "ax[1].set_title(\"1200 K, C/O = 0.55\")\n", "fig.tight_layout(); fig.savefig(FIGS / \"06_zeta_grid.png\", dpi=150)" ] }, { "cell_type": "markdown", "id": "6d4a2f21", "metadata": {}, "source": [ "## Mean molecular weight from chemistry\n", "\n", "`mu=None` takes the equilibrium-chemistry value stored with the grid. It rises steeply above 100x solar, which is what shrinks the scale height of a high-metallicity atmosphere." ] }, { "cell_type": "code", "execution_count": 3, "id": "97e297d1", "metadata": { "execution": { "iopub.execute_input": "2026-10-12T04:51:47.655928Z", "iopub.status.busy": "2026-10-12T04:51:47.655772Z", "iopub.status.idle": "2026-10-12T04:51:47.823628Z", "shell.execute_reply": "2026-10-12T04:51:47.823344Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{-1.0: 2.31, -0.5: 2.31, 0.0: 2.32, 0.5: 2.36, 1.0: 2.47, 1.5: 2.82, 2.0: 3.84, 2.5: 6.28, 3.0: 10.64}\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(5.5, 3.5))\n", "for T in (400, 1000, 2000):\n", " i = int(np.argmin(abs(g[\"T_K\"] - T)))\n", " ax.plot(g[\"log_met\"], g[\"mu\"][i, :, ico], \"o-\", ms=3, label=f\"T = {g['T_K'][i]:.0f} K\")\n", "ax.set_xlabel(\"[M/H] (log)\"); ax.set_ylabel(r\"$\\mu$ [amu]\"); ax.legend(frameon=False)\n", "fig.tight_layout(); fig.savefig(FIGS / \"06_mu.png\", dpi=150)\n", "print({float(m): round(float(g[\"mu\"][iT[1200], k, ico]), 2) for k, m in enumerate(g[\"log_met\"])})" ] }, { "cell_type": "markdown", "id": "f8715ebf", "metadata": {}, "source": [ "## Reconstruction vs. the POSEIDON tables: WASP-39 b\n", "\n", "The committed table and the parametric reconstruction from the registry values, binned to R = 100. Two conventions differ and are handled here as in the validation script: the tables put the archive radius at 10 bar, so the model is given each table's own band-median radius; and POSEIDON realizes a nominal 1 mbar deck at 1.376 mbar on its 100-layer grid." ] }, { "cell_type": "code", "execution_count": 4, "id": "c5581fb4", "metadata": { "execution": { "iopub.execute_input": "2026-10-12T04:51:47.825202Z", "iopub.status.busy": "2026-10-12T04:51:47.825079Z", "iopub.status.idle": "2026-10-12T04:51:50.410973Z", "shell.execute_reply": "2026-10-12T04:51:50.410668Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import sys; sys.path.insert(0, str(Path(\"..\") / \"precompute\"))\n", "from validate_zeta_grid import DECK_REALIZED_LOG_OFFSET, R_J_M, R_SUN_M\n", "tdir = tables.resolve_tables_dir(None)\n", "edges = binning.constant_R_edges(0.40, 1.70, 100); wc = binning.bin_centers(edges)\n", "fig, axes = plt.subplots(2, 2, figsize=(11, 6.5), sharex=True)\n", "for ax, scen in zip(axes.ravel(), [\"clear\", \"cloudy\", \"high_metallicity\", \"hazy\"]):\n", " wl_t, d_t, _ = tables.load_model(Path(\"..\") / \"precompute\" / \"tables\", \"WASP-39 b\", scen)\n", " p = presets.showcase(\"WASP-39 b\", scen)\n", " kw = {k: p[k] for k in ('T_eq_K', 'R_p_RJ', 'M_p_MJ', 'R_s_RSun', 'log_met', 'c_to_o', 'mu', 'log_P_cloud_bar', 'log_a_haze', 'haze_slope')}\n", " band = (wl_t >= 0.4) & (wl_t <= 1.7)\n", " kw[\"R_p_RJ\"] = float(np.sqrt(np.median(d_t[band])) * p[\"R_s_RSun\"] * R_SUN_M / R_J_M)\n", " if kw[\"log_P_cloud_bar\"] is not None:\n", " kw[\"log_P_cloud_bar\"] += DECK_REALIZED_LOG_OFFSET\n", " d_m, info = transmission_depth(wl_t, **kw)\n", " bt = binning.bin_model(wl_t, d_t, edges); bm = binning.bin_model(wl_t, d_m, edges)\n", " ax.plot(wc, bt * 1e6, lw=1.2, label=\"POSEIDON table\")\n", " ax.plot(wc, bm * 1e6, lw=1.2, ls=\"--\", label=\"parametric\")\n", " ax.set_title(f\"{scen}: amplitude ratio {np.ptp(bm)/np.ptp(bt):.2f}, offset {np.mean(bm-bt)*1e6:+.0f} ppm\")\n", " ax.legend(frameon=False, fontsize=8)\n", "for ax in axes[1]: ax.set_xlabel(\"wavelength [µm]\")\n", "for ax in axes[:, 0]: ax.set_ylabel(\"depth [ppm]\")\n", "fig.tight_layout(); fig.savefig(FIGS / \"06_wasp39_validation.png\", dpi=150)" ] }, { "cell_type": "markdown", "id": "25c354b2", "metadata": {}, "source": [ "## Validation table (all 14 planets)\n", "\n", "Produced by `precompute/validate_zeta_grid.py` (issue #22 gate). Each model-vs-table comparison is made at R = 100 after removing a constant offset, against the single-transit per-bin sigma, and must pass three gates: G2, the worst binned residual is below one sigma; G5, the residual spectrum's own template S/N (how much structure the error has) is below 3; G3, the model's template S/N is within 10 % of the table's. `flat` is gated on its absolute amplitude instead. For the three planets whose POSEIDON tables were computed with the isotherm clamped to 300 K, the like-for-like row (T_eq = 300 K in the parametric model too) is the gated one. Expected failures are waivers in the script, each naming the gate and the issue that removes it (#35)." ] }, { "cell_type": "code", "execution_count": 5, "id": "2ad65dd2", "metadata": { "execution": { "iopub.execute_input": "2026-10-12T04:51:50.413807Z", "iopub.status.busy": "2026-10-12T04:51:50.413581Z", "iopub.status.idle": "2026-10-12T04:51:51.458856Z", "shell.execute_reply": "2026-10-12T04:51:51.458540Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " planet scenario T_eq_used_K like_for_like gated H_over_Rp amp_table_ppm amp_model_ppm amp_ratio rms_ppm worst_sig err_snr snr_ratio failed waived\n", " GJ 1214 b clear 567.000 False True 0.0111 1797.0 1726.0 0.96 81.0 0.92 4.0 0.961 [G5] True\n", " GJ 1214 b high_metallicity 567.000 False True 0.0067 1632.0 1533.0 0.94 56.0 0.28 3.6 0.919 [G5] True\n", " GJ 1214 b cloudy 567.000 False True 0.0116 321.0 270.0 0.84 6.0 -0.05 0.2 0.978 [] False\n", " GJ 1214 b hazy 567.000 False True 0.0113 2063.0 2059.0 1.00 18.0 -0.08 1.2 0.975 [] False\n", " GJ 1214 b flat 567.000 False True 0.0105 0.0 0.0 NaN 0.0 0.00 0.0 NaN [] False\n", " GJ 3470 b clear 593.500 False True 0.0119 1009.0 982.0 0.97 11.0 0.34 1.5 0.980 [] False\n", " GJ 3470 b high_metallicity 593.500 False True 0.0072 713.0 700.0 0.98 12.0 0.22 2.1 0.946 [] False\n", " GJ 3470 b cloudy 593.500 False True 0.0123 259.0 246.0 0.95 2.0 -0.06 0.2 0.981 [] False\n", " GJ 3470 b hazy 593.500 False True 0.0121 1021.0 1019.0 1.00 7.0 -0.11 1.1 0.982 [] False\n", " GJ 3470 b flat 593.500 False True 0.0111 0.0 0.0 NaN 0.0 0.00 0.0 NaN [] False\n", " HAT-P-11 b clear 838.000 False True 0.0087 424.0 420.0 0.99 2.0 -0.05 0.4 1.002 [] False\n", " HAT-P-11 b high_metallicity 838.000 False True 0.0057 339.0 335.0 0.99 2.0 0.09 0.5 0.988 [] False\n", " HAT-P-11 b cloudy 838.000 False True 0.0090 88.0 88.0 1.00 0.0 -0.02 0.1 0.990 [] False\n", " HAT-P-11 b hazy 838.000 False True 0.0088 398.0 396.0 1.00 1.0 -0.06 0.3 0.994 [] False\n", " HAT-P-11 b flat 838.000 False True 0.0082 0.0 0.0 NaN 0.0 0.00 0.0 NaN [] False\n", " HD 189733 b clear 1209.000 False True 0.0025 773.0 766.0 0.99 2.0 -0.17 1.0 0.991 [] False\n", " HD 189733 b high_metallicity 1209.000 False True 0.0015 556.0 551.0 0.99 1.0 0.06 0.4 0.995 [] False\n", " HD 189733 b cloudy 1209.000 False True 0.0025 142.0 145.0 1.02 1.0 0.08 0.3 1.020 [] False\n", " HD 189733 b hazy 1209.000 False True 0.0025 685.0 684.0 1.00 2.0 -0.26 0.9 0.994 [] False\n", " HD 189733 b flat 1209.000 False True 0.0024 0.0 0.0 NaN 0.0 0.00 0.0 NaN [] False\n", " HD 209458 b clear 1459.000 False True 0.0058 1074.0 1063.0 0.99 3.0 -0.37 1.5 0.993 [] False\n", " HD 209458 b high_metallicity 1459.000 False True 0.0035 834.0 829.0 0.99 1.0 0.09 0.7 0.995 [] False\n", " HD 209458 b cloudy 1459.000 False True 0.0059 262.0 264.0 1.01 1.0 0.29 0.8 1.020 [] False\n", " HD 209458 b hazy 1459.000 False True 0.0058 1005.0 1003.0 1.00 2.0 -0.46 1.3 0.996 [] False\n", " HD 209458 b flat 1459.000 False True 0.0056 0.0 0.0 NaN 0.0 0.00 0.0 NaN [] False\n", " K2-18 b clear 284.000 False False 0.0044 135.0 127.0 0.94 2.0 -0.09 0.4 0.938 [] False\n", " K2-18 b clear 300.001 True True 0.0046 135.0 134.0 0.99 0.0 -0.01 0.0 0.992 [] False\n", " K2-18 b high_metallicity 284.000 False False 0.0025 126.0 117.0 0.93 3.0 -0.10 0.4 0.924 [] False\n", " K2-18 b high_metallicity 300.001 True True 0.0026 126.0 123.0 0.98 1.0 -0.04 0.1 0.977 [] False\n", " K2-18 b cloudy 284.000 False False 0.0045 14.0 13.0 0.94 0.0 -0.01 0.0 0.940 [] False\n", " K2-18 b cloudy 300.001 True True 0.0047 14.0 13.0 0.98 0.0 -0.00 0.0 0.978 [] False\n", " K2-18 b hazy 284.000 False False 0.0044 152.0 144.0 0.95 2.0 -0.00 0.3 0.930 [] False\n", " K2-18 b hazy 300.001 True True 0.0047 152.0 152.0 1.01 1.0 -0.03 0.2 0.982 [] False\n", " K2-18 b flat 284.000 False False 0.0044 0.0 0.0 NaN 0.0 0.00 0.0 NaN [] False\n", " K2-18 b flat 284.000 True True 0.0044 0.0 0.0 NaN 0.0 0.00 0.0 NaN [] False\n", " LHS 1140 b clear 226.000 False False 0.0041 309.0 229.0 0.74 21.0 -0.80 3.2 0.742 [G5, G3] False\n", " LHS 1140 b clear 300.001 True True 0.0054 309.0 306.0 0.99 1.0 -0.03 0.1 0.992 [] False\n", " LHS 1140 b high_metallicity 226.000 False False 0.0023 285.0 210.0 0.73 22.0 -0.74 3.1 0.733 [G5, G3] False\n", " LHS 1140 b high_metallicity 300.001 True True 0.0031 285.0 280.0 0.98 1.0 -0.07 0.2 0.977 [] False\n", " LHS 1140 b cloudy 226.000 False False 0.0042 28.0 22.0 0.79 1.0 -0.08 0.2 0.795 [G3] False\n", " LHS 1140 b cloudy 300.001 True True 0.0055 28.0 27.0 0.98 0.0 -0.01 0.0 0.978 [] False\n", " LHS 1140 b hazy 226.000 False False 0.0041 344.0 260.0 0.76 22.0 -0.01 2.4 0.737 [G3] False\n", " LHS 1140 b hazy 300.001 True True 0.0055 344.0 344.0 1.00 2.0 -0.07 0.4 0.979 [] False\n", " LHS 1140 b flat 226.000 False False 0.0040 0.0 0.0 NaN 0.0 0.00 0.0 NaN [] False\n", " LHS 1140 b flat 226.000 True True 0.0040 0.0 0.0 NaN 0.0 0.00 0.0 NaN [] False\n", " TOI-270 d clear 383.000 False True 0.0109 304.0 301.0 0.99 1.0 -0.04 0.1 0.991 [] False\n", " TOI-270 d high_metallicity 383.000 False True 0.0065 286.0 284.0 0.99 2.0 -0.08 0.3 0.977 [] False\n", " TOI-270 d cloudy 383.000 False True 0.0114 40.0 38.0 0.96 0.0 -0.03 0.1 0.951 [] False\n", " TOI-270 d hazy 383.000 False True 0.0112 335.0 336.0 1.00 2.0 -0.08 0.4 0.981 [] False\n", " TOI-270 d flat 383.000 False True 0.0106 0.0 0.0 NaN 0.0 0.00 0.0 NaN [] False\n", "TRAPPIST-1 e clear 249.700 False False 0.0213 1828.0 1453.0 0.79 96.0 -1.21 4.7 0.791 [G2, G5, G3] False\n", "TRAPPIST-1 e clear 300.001 True True 0.0255 1828.0 1794.0 0.98 9.0 -0.11 0.5 0.977 [] False\n", "TRAPPIST-1 e high_metallicity 249.700 False False 0.0118 1546.0 1225.0 0.79 88.0 -1.02 4.0 0.781 [G2, G5, G3] False\n", "TRAPPIST-1 e high_metallicity 300.001 True True 0.0142 1546.0 1499.0 0.97 11.0 -0.18 0.6 0.961 [] False\n", "TRAPPIST-1 e cloudy 249.700 False False 0.0237 274.0 211.0 0.77 15.0 -0.23 0.8 0.775 [G3] False\n", "TRAPPIST-1 e cloudy 300.001 True True 0.0284 274.0 250.0 0.91 7.0 -0.12 0.4 0.904 [] False\n", "TRAPPIST-1 e hazy 249.700 False False 0.0225 2295.0 1863.0 0.81 110.0 -0.00 3.5 0.801 [G5, G3] False\n", "TRAPPIST-1 e hazy 300.001 True True 0.0270 2295.0 2270.0 0.99 14.0 -0.14 0.6 0.967 [] False\n", "TRAPPIST-1 e flat 249.700 False False 0.0189 0.0 0.0 NaN 0.0 0.00 0.0 NaN [] False\n", "TRAPPIST-1 e flat 249.700 True True 0.0189 0.0 0.0 NaN 0.0 0.00 0.0 NaN [] False\n", " WASP-107 b clear 736.000 False True 0.0160 5721.0 5629.0 0.98 58.0 2.99 12.4 1.034 [G2, G5] True\n", " WASP-107 b high_metallicity 736.000 False True 0.0102 4491.0 4281.0 0.95 51.0 -1.13 7.0 0.961 [G2, G5] True\n", " WASP-107 b cloudy 736.000 False True 0.0166 2112.0 2035.0 0.96 43.0 2.69 9.3 1.064 [G2, G5] True\n", " WASP-107 b hazy 736.000 False True 0.0164 5772.0 5740.0 0.99 51.0 2.62 10.7 1.013 [G2, G5] True\n", " WASP-107 b flat 736.000 False True 0.0141 0.0 0.0 NaN 0.0 0.00 0.0 NaN [] False\n", " WASP-12 b clear 2601.000 False True 0.0073 897.0 893.0 1.00 7.0 0.08 0.8 1.001 [] False\n", " WASP-12 b high_metallicity 2601.000 False True 0.0050 911.0 853.0 0.94 13.0 -0.52 1.7 0.938 [] False\n", " WASP-12 b cloudy 2601.000 False True 0.0075 73.0 89.0 1.21 7.0 0.17 0.9 1.333 [G3] True\n", " WASP-12 b hazy 2601.000 False True 0.0074 1076.0 1069.0 0.99 5.0 0.13 0.7 0.989 [] False\n", " WASP-12 b flat 2601.000 False True 0.0068 0.0 0.0 NaN 0.0 0.00 0.0 NaN [] False\n", " WASP-121 b clear 2409.000 False True 0.0075 1144.0 1132.0 0.99 8.0 0.18 1.2 0.986 [] False\n", " WASP-121 b high_metallicity 2409.000 False True 0.0048 1032.0 963.0 0.93 14.0 -0.84 2.6 0.946 [] False\n", " WASP-121 b cloudy 2409.000 False True 0.0077 203.0 216.0 1.06 5.0 0.17 1.0 1.080 [] False\n", " WASP-121 b hazy 2409.000 False True 0.0076 1162.0 1164.0 1.00 5.0 -0.18 1.0 0.991 [] False\n", " WASP-121 b flat 2409.000 False True 0.0072 0.0 0.0 NaN 0.0 0.00 0.0 NaN [] False\n", " WASP-39 b clear 1166.000 False True 0.0114 3451.0 3397.0 0.98 15.0 0.38 1.7 0.984 [] False\n", " WASP-39 b high_metallicity 1166.000 False True 0.0069 2384.0 2393.0 1.00 5.0 0.11 0.6 1.003 [] False\n", " WASP-39 b cloudy 1166.000 False True 0.0118 1039.0 1023.0 0.98 5.0 -0.10 0.5 0.986 [] False\n", " WASP-39 b hazy 1166.000 False True 0.0116 3198.0 3194.0 1.00 11.0 -0.29 1.4 0.992 [] False\n", " WASP-39 b flat 1166.000 False True 0.0111 0.0 0.0 NaN 0.0 0.00 0.0 NaN [] False\n", " WASP-96 b clear 1285.000 False True 0.0067 1282.0 1264.0 0.99 4.0 0.11 0.4 0.987 [] False\n", " WASP-96 b high_metallicity 1285.000 False True 0.0040 912.0 905.0 0.99 2.0 0.02 0.1 0.998 [] False\n", " WASP-96 b cloudy 1285.000 False True 0.0068 311.0 312.0 1.00 1.0 0.03 0.1 1.008 [] False\n", " WASP-96 b hazy 1285.000 False True 0.0068 1167.0 1166.0 1.00 4.0 0.09 0.3 0.994 [] False\n", " WASP-96 b flat 1285.000 False True 0.0066 0.0 0.0 NaN 0.0 0.00 0.0 NaN [] False\n", "\n", "63/70 gated comparisons pass all gates; waived: [['GJ 1214 b', 'clear'], ['GJ 1214 b', 'high_metallicity'], ['WASP-107 b', 'clear'], ['WASP-107 b', 'high_metallicity'], ['WASP-107 b', 'cloudy'], ['WASP-107 b', 'hazy'], ['WASP-12 b', 'cloudy']]\n", "WAIVED GJ 1214 b clear ['G5'] -> pending #35 (T nodes across the alkali transition)\n", "WAIVED GJ 1214 b high_metallicity ['G5'] -> pending #35 (T nodes across the alkali transition)\n", "WAIVED WASP-107 b clear ['G2', 'G5'] -> pending #35 (x extrapolation)\n", "WAIVED WASP-107 b high_metallicity ['G2', 'G5'] -> pending #35 (x extrapolation)\n", "WAIVED WASP-107 b cloudy ['G2', 'G5'] -> pending #35 (x extrapolation)\n", "WAIVED WASP-107 b hazy ['G2', 'G5'] -> pending #35 (x extrapolation)\n", "WAIVED WASP-12 b cloudy ['G3'] -> 73 ppm feature, 19 ppm absolute error (noise floor 178 ppm/transit): POSEIDON's discretized deck sits between the literal 1 mbar and the 1.376 mbar realized at 300 K; at 2600 K the x-extrapolation is also +0.09 high. Clear spectrum matches POSEIDON to 1.00.\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import pandas as pd\n", "rows = json.loads(Path(\"figs/06_validation.json\").read_text())[\"models\"]\n", "df = pd.DataFrame(rows)[[\"planet\", \"scenario\", \"T_eq_used_K\", \"like_for_like\", \"gated\", \"H_over_Rp\",\n", " \"amp_table_ppm\", \"amp_model_ppm\", \"amp_ratio\", \"rms_ppm\", \"worst_sig\", \"err_snr\", \"snr_ratio\", \"failed\", \"waived\"]]\n", "df[\"waived\"] = df[\"waived\"].notna()\n", "pd.set_option(\"display.max_rows\", 100); pd.set_option(\"display.width\", 200)\n", "print(df.round({\"H_over_Rp\": 4, \"amp_table_ppm\": 0, \"amp_model_ppm\": 0, \"amp_ratio\": 2, \"rms_ppm\": 0, \"worst_sig\": 2, \"err_snr\": 1, \"snr_ratio\": 3}).to_string(index=False))\n", "gated = df[df.gated]\n", "passed = gated.failed.str.len() == 0\n", "print(f\"\\n{int(passed.sum())}/{len(gated)} gated comparisons pass all gates; \"\n", " f\"waived: {gated[~passed & gated.waived][['planet', 'scenario']].values.tolist()}\")\n", "for r in rows:\n", " if r[\"gated\"] and r[\"waived\"] and r[\"failed\"]:\n", " print(\"WAIVED\", r[\"planet\"], r[\"scenario\"], r[\"failed\"], \"->\", r[\"waived\"])\n", "assert all(not r[\"unwaived\"] for r in rows if r[\"gated\"]), \"validation gate failed\"\n", "fig, ax = plt.subplots(figsize=(6, 3.5))\n", "for scen, m in zip([\"clear\", \"cloudy\", \"high_metallicity\", \"hazy\"], \"osd^\"):\n", " s = gated[gated.scenario == scen]\n", " ax.plot(s.amp_table_ppm, s.amp_ratio, m, ms=5, label=scen)\n", "ax.axhline(1, color=\"0.6\", lw=0.8); ax.set_xscale(\"log\")\n", "ax.set_xlabel(\"POSEIDON feature amplitude [ppm]\"); ax.set_ylabel(\"parametric / POSEIDON\")\n", "ax.legend(frameon=False, fontsize=8); fig.tight_layout(); fig.savefig(FIGS / \"06_validation_ratios.png\", dpi=150)" ] }, { "cell_type": "markdown", "id": "c22d1afe", "metadata": {}, "source": [ "## A custom planet end to end\n", "\n", "TOI-270 d with a heavier atmosphere (μ = 5), a cloud deck at 10 mbar, 20 transits. `simulate` needs slicersim and sncosmo at call time; the noise comes out of a live slicersim run on the PHOENIX SED, with the archive J (Vega) converted to AB." ] }, { "cell_type": "code", "execution_count": 6, "id": "86b9556d", "metadata": { "execution": { "iopub.execute_input": "2026-10-12T04:51:51.460580Z", "iopub.status.busy": "2026-10-12T04:51:51.460403Z", "iopub.status.idle": "2026-10-12T04:51:56.512362Z", "shell.execute_reply": "2026-10-12T04:51:56.512064Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "g = 9.9 m/s2, H = 64 km, H/Rp = 0.0049, mu = 5.0 (user), T_clamped = False\n", "J = 9.099 Vega -> 10.00 AB (offset 0.899); nmd [2, 2, 0], saturated px 0, slicersim 1.3.4\n", "feature amplitude 195 ppm, median error 16 ppm\n", "{'template_snr_diagonal': 5.596534132052765, 'band_snr': {'Na': 0.36388598240478454, 'K': 0.7947699031560366, 'H2O': 4.416474956416279, 'CH4': 2.3193116746856535, 'CO2': 1.2551630076562657}}\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "p = presets.showcase(\"TOI-270 d\", \"clear\")\n", "p.update(name=\"TOI-270 d (custom)\", scenario=\"custom\", mu=5.0, log_P_cloud_bar=-2.0)\n", "obs = lazuli_exo.simulate(p, R=60, n_transits=20)\n", "a, n = obs.meta[\"atmosphere\"], obs.meta[\"noise\"]\n", "print(f\"g = {a['g_ms2']:.1f} m/s2, H = {a['H_m']/1e3:.0f} km, H/Rp = {a['H_over_Rp']:.4f}, \"\n", " f\"mu = {a['mu_used']} ({a['mu_source']}), T_clamped = {a['T_clamped']}\")\n", "print(f\"J = {n['mag_input']} Vega -> {n['mag_ab']:.2f} AB (offset {n['vega_ab_offset']:.3f}); \"\n", " f\"nmd {n['nmd_used']}, saturated px {n['nsaturated_detpx']}, slicersim {n['slicersim_version']}\")\n", "print(\"feature amplitude %.0f ppm, median error %.0f ppm\" % (a[\"feature_amplitude_ppm\"], np.median(obs.depth_err) * 1e6))\n", "print(obs.detect())\n", "fig, ax = plt.subplots(figsize=(8, 3.8))\n", "obs.plot(ax=ax, seed=1)\n", "fig.tight_layout(); fig.savefig(FIGS / \"06_custom_toi270d.png\", dpi=150)" ] }, { "cell_type": "markdown", "id": "d2a6f0b7", "metadata": {}, "source": [ "## Summary\n", "\n", "- One ζ grid (16 × 9 × 4 × 2 nodes at R = 10,000, ≈25 MB) plus analytic column, scale-height, deck and haze terms reproduces the per-planet POSEIDON tables to within the stated tolerances.\n", "- `R_p` is the band-median transit radius; the tables' 10 bar reference-pressure convention only shows up as a constant offset.\n", "- Noise is live slicersim with the Vega→AB conversion applied and reported." ] } ], "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", "version": "3.13.5" } }, "nbformat": 4, "nbformat_minor": 5 }