{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Spatial Priors\n", "\n", ".. contents:: :local:\n", "\n", "In this tutorial, we'll give an overview of how to perform spatial prior analysis." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import healpy as hp\n", "\n", "import histlite as hl\n", "import csky as cy\n", "\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "cy.plotting.mrichman_mpl()" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "ana_dir = '/data/user/mrichman/csky_cache/ana'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We'll test with one year of data, PS IC86-2011." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Setting up Analysis for:\n", "IC86_2011\n", "Setting up IC86_2011...\n", "<- /data/user/mrichman/csky_cache/ana/IC86_2011.subanalysis.version-003-p02.npy \n", "Done.\n" ] } ], "source": [ "ana = cy.get_analysis(cy.selections.repo, 'version-003-p02', cy.selections.PSDataSpecs.ps_2011, dir=ana_dir)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Everything that follows will use this same `Analysis`, so we put it in `cy.CONF`." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "cy.CONF['ana'] = ana" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Arbitrary prior" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We'll use histlite to create an arbitrary prior:" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "m = hl.heal.hist(128, [0], [np.pi]).smoothing(np.radians(10)).normalize()\n", "m.map = np.maximum(1e-4, m.map)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots (subplot_kw=dict (projection='aitoff'))\n", "sp = cy.plotting.SkyPlotter(pc_kw=dict())\n", "mesh, cb = sp.plot_map(ax, np.log10(m.map), n_ticks=2)\n", "kw = dict(color='.5', alpha=.5)\n", "sp.plot_gp(ax, lw=.5, **kw)\n", "sp.plot_gc(ax, **kw)\n", "ax.grid(**kw)\n", "cb.set_label(r'spatial prior (log scale, a.u.)')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## SpatialPriorTrialRunner" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We'll test using an `nside=64` version of the prior map, just to keep things snappy.\n", "\n", "We also need to give it a value for src_tr, to keep the spatial prior trial runner happy. Here, we'll pass it `ra=pi, dec=0.0`, which is the best-fit of the map we made. We also need to keep the energy in the conf, for running trials." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "prior = np.where(m.map >= m.map.min(), m.map, 0)\n", "dec85 = np.radians(85)\n", "sptr = cy.get_spatial_prior_trial_runner(llh_priors=hp.ud_grade(m.map, 64), min_dec=-dec85, max_dec=dec85, \n", " src_tr=cy.sources(np.pi,0.), conf={\"extra_keep\":[\"energy\"]})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can run a trial straight away:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Scanning 48984 locations using 15 cores:\n", " 48984/48984 coordinates complete. \n", "CPU times: user 598 ms, sys: 376 ms, total: 974 ms\n", "Wall time: 1min 1s\n" ] }, { "data": { "text/plain": [ "array([4.70029474e+01, 4.70029474e+01, 2.30528063e+01, 2.21504501e+00,\n", " 2.96978681e+00, 1.04168551e-02])" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%time result = sptr.get_one_fit(20, seed=1, mp_cpus=15, logging=True)\n", "result" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we've got `mlog10p,ts,ns,gamma,ra_best,dec_best`:" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "TS, ns, gamma (ra,dec) = 47.00, 23.05, 2.22 (170.16, 0.60)\n" ] } ], "source": [ "print('TS, ns, gamma (ra,dec) = {:.2f}, {:.2f}, {:.2f} ({:.2f}, {:.2f})'.format(\n", " result[1], result[2], result[3], *np.degrees(result[-2:])))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## All-sky scans are slow" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`SpatialPriorTrialRunner` allows the usual `get_many_fits()`, etc., but in practice this is almost useless if the trials are very slow such that they require one or more cluster jobs to complete in reasonable time. Therefore, it's more likely that you'll want to get the trial using `SpatialPriorTrialRunner` and run the scans using `SkyScanTrialRunner`." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To get the trial, we can say:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "SpatialPriorTrial(evss=[[Events(136244 items | columns: dec, energy, idx, inj, log10energy, ra, sigma, sindec), Events(20 items | columns: dec, energy, idx, inj, log10energy, ra, sigma, sindec)]], n_exs=[0], ra=array([2.96978681]), dec=array([0.01041686]))" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "trial = sptr.get_one_trial(20, seed=1)\n", "trial" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that this also allows us to inspect the true source position(s) selected for this trial:" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([170.15625 , 0.59684183])" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.degrees([trial.ra, trial.dec]).ravel()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the above scan, the implicit trial was the same as this one, since the random seed was the same. And sure enough, the hottest point in the sky, after accounting for the prior, was at the position of the source." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can reproduce that result by performing the all-sky scan manually:" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "sstr = cy.get_sky_scan_trial_runner(nside=64, min_dec=-dec85, max_dec=dec85)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Scanning 48984 locations using 15 cores:\n", " 48984/48984 coordinates complete. \n", "CPU times: user 275 ms, sys: 325 ms, total: 600 ms\n", "Wall time: 58.7 s\n" ] } ], "source": [ "%time scan = sstr.get_one_scan_from_trial(trial, mp_cpus=15, logging=True)" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(4, 49152)" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "scan.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The 0th axis of this array has the elements `mlog10p,ts,ns,gamma`. The TS map looks like so:" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots (subplot_kw=dict (projection='aitoff'))\n", "sp = cy.plotting.SkyPlotter(pc_kw=dict())\n", "mesh, cb = sp.plot_map(ax, scan[1], n_ticks=2)\n", "kw = dict(color='.5', alpha=.5)\n", "sp.plot_gp(ax, lw=.5, **kw)\n", "sp.plot_gc(ax, **kw)\n", "ax.grid(**kw)\n", "cb.set_label(r'TS without prior')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The TS map including the prior looks like so:" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots (subplot_kw=dict (projection='aitoff'))\n", "sp = cy.plotting.SkyPlotter(pc_kw=dict())\n", "ts_with_prior = scan[1] + sptr.llh_prior_term[0]\n", "mesh, cb = sp.plot_map(ax, ts_with_prior, n_ticks=2)\n", "kw = dict(color='.5', alpha=.5)\n", "sp.plot_gp(ax, lw=.5, **kw)\n", "sp.plot_gc(ax, **kw)\n", "ax.grid(**kw)\n", "cb.set_label(r'TS including prior')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice that `sptr.llh_prior_term[0]` is for the 0th prior. If we had given multiple priors, they would have higher indices in this sequence.\n", "\n", "Now, if we disallow TS values below 0, we get:" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "image/png": 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xLr0RpzBeRAu6MEsmpcyNVz8AW9QYeZNSzsDbpCPJUsUSwgQLF0WXCXX4GD2eBAs8MY1cvDjvSdtUJFnCHdXIjuTBgqaNYUpZg9GjSWRVwuVT68rDb1gGSeLEHVE9QokiKir33Hsv2z+6jfvvv58tW7bg8XhqPVyB4JZDiGiBoEqcOXOGvr4+/v6Hf8/3vv19skYGWZIJWhHCNNDob8GXCaNarloPdRruqEYxXcLIm4S7/bjDLi7tt5MXNb9qJ21ViFCHD3eDxujRJEbOqDsRI6guskvG5VXIjxUJdnjxNbsZOjh2U2Xrrvd6kgxG3sTbqBNbFeTcj4axTAtPTKOQso+LesGyLFKMTUSqR0gwTJ4sEhI9XavofeTn2LZtG1u3bkXTtFoPVyBY8AgRLRBUiEQiwT/+4z/y/PPP882vfYtEdhRZUoiqjYSKDUSVRgJWGNmqr2VXRZdxhzVnWbz93gYSJ1KkL+Vs36lhQSXPGhK4Ixq5UdvP2rwpQmYgh1myiCwPcP5lW8SobqVi4klQP8iqBBKYRYvgEi/+Vg8XXx+l9a4oo0eT5OIFXD4V0zAxcpUVtIomYxTs12i/O8bYqTSpizlcfhVVl2f1/NcSy7LIkSHBMHGGGGWQHBkUVD74oQ/yiYc+zrZt21i7dm3dWMQEgoWEENECQZnI5/O88sor9PX1sefrezl26igALc0teONhwoVGQjSgSPUlmsGONlsli/x4EU+DTnRFwEkKrFailaLLGHkTza/SsjnKxX0jjt/auc+EiJEUiUX3NjByeJzMUN5ORixVWNwLqsbkvgDQeleU7EieRH8aSZHAsma0jW9YGwLTYvjQOJIMkiJjFiscIZZAkuwW9sElXjwNOgMH7BUaf5uHzFCu7hJkLcvCiuYZLlxi2BpkpDRAPp9Hlz188ud/mgceeIBt27axaNGiWg9VIFgQCBEtENwglmVx8OBB+vr6+N5ff48fvfxjTAy8qp8mrYVApoGlyzu44xd7ePsv+kmerh9fr6RI+Jp00gM5LNNOCiymSyT60zUZT7jbjzuicel1uyX71Ijf1dACKsWMgWVYxFYGkTWZoYMJkED1KDftzRZUD0mRUDSZUtZAC6i0bIpy4Scj9u9+lWLWuPZETgJZtYWzt0kn1hPk3MvD1U0InOjoqbhlWjdHGXgzTjFt4I5qmEWTQrJytqe54GvRcIVdrPrZJfYfLHjnmX7O9V9klEFGGSDBCBYmjaFmHv5UL9u3b+eDH/wgweDMFugCgUCIaIFgXmSzWV544QWee+45vv61b5DKJ1Fx0RJoJ5iNES414pX8AGh+hQ2PdqN6FN566j0yw7X18rp8CqpbITtSQNFkWrfEGHwzPtGIgqpHcZs2hMkM5e1W4G4ZSZIoZW9M+Cq6jOySKaZK6CEXzRsjnH9tGCNnooddGIWbT3gUlBEJPDGd/FgBs2gR7QmgehS7drhkJ5fmx4o3tE9KsoQWmPDOS9C2JcboseSs5e4qxpTjqWFtCCNnEH8vhaLJ6GEXmaF81Y43X4uG3qSz8qcWAzDwziiXXh3FKlkzzkmGVSLBMKMMMsIgKRJISGzdcjcP//Of56GHHrptqiUJBHNBiGiB4DpcuHCB5557jj3P7OUf/vEfMDGIBRpp1trxjUQJEpnVT+hfpLP+l7o5/NdniL+bmuWZK48eclHKGRh5007Si2oMvGEvOVdbOCu6TLjLz+ixJJZh4W91U0iVyh6hk2SJpo1h4seTFJIlmjdFyMULjJ1M4/Ip+Fo8jJ1MzbAECCqLO6qhB1yMnU4jybDovkaG3hkjN1qgcV2I9ECOzGC+rK8pyRKBdg/pgRxGwSSwyINZsqpf7WXiWPM26rav/5VhsOzPpDBedOpblxPVLRNa5afnE7Y148j3zpIfzJMdnvvrFawcIwwwxEVGuIRBieZwK//HY5/iwQcf5O6770ZVRc82we2LENECwRWYpskbb7zB97//ff7yz/6K/rMnkJFp9rURM1oI55qJtUSuW482dkeQngcXVdfKIYEedDkVLNq2xkiey5A8l61JtFnRZbSAi+xwHkmRaFwTYvR48oYjztd8rSkWkGhPgPSlnPM5SLLtXdXDLkIdPgbfsrslNm+KkL6Us6PhuozLq1Y3YnmLceVn2Pa+GIn+FJmhPL5mN+6IxsiRiaYmE98JEkSXB0gP2N/XXKw8N0poqQ+zaJI8b69+aD61+smAE8ehJEP7PY2MHhsnM2jXqLZMqyzVPrwNLpb/7GJ8zW4GDo0y+Hrihs5BLp9CZFmA4XfHKBUNEgwxxEWGuUiWNC5J5+ce/ll+5md+mo9+9KOEQqGbHrtAsJAQIlogADKZDH19fXz/+9/n61/7JtlSGl3y0B5YTCDZQNRqQpFmRlw8DTrBJV4G30xMq0/ra9HY8LllDBwe5eTfDFQk0uQgTQjIvIk7otG0Psz5V4YxCua0Lm5VQwJZsV/X3+4huMjLhddGKvqSilumbUuMwYOJebUO9zW7KaZLFFIlfK1uIl1+zv14GLBbkWcG8xOtymVUjyLaksOMz6JxXYjUhSzZkQL+dg+hJV7OvzJR87zVTW6sOC8rTfOmCIXxIvH3Krt642/zEFzi5cKr9lhlVxWSEa9AkiUsy06Ija0MouiyPcGbckzPF2+DizWf7sTlUzn+wwuMHBi74XOA7JKJdPuJv5ec9hyWZZEh6QjqBMNISNy1aQu/8C8e5qGHHmLZsmU39JoCwUJCiGjBbUsmk+EHP/gBz3zzGb7z7e9iUCLsitGitxNMNRIgfN2yT6pHwduoz+iuF7sjSM8nFvH2X1YwCj0R0SrXxbdcNG2YaFBxLGmPEcoWAVfCYQCMRMJOjmxxkzqfBeyl8Vy8cFOvNVmJRHHLBNo8ZEcK5MeK+Ns8hDt9jsBu2hgmfSlH+lIOl0/BE7u8D6geBbNoVn/ycpNMHbcWdKEHVJITn23LnVHGT6fJDOXxt3kILfVx/mX7swh1+ihlSqQH8nZ02eKmvgPVq4AFpayBHnaBCfnxykxeJr/vyU6FAwfitUsAvMZkeK6rSKpbZs2nl+JrdnP8hxcY+kli3sNQNJnIcj/x46k5rwgUrQLDXGKYC4wwQIkiXYu7+MzOz9Db28uKFSvmPQ6BYCEgRLTgtmI24dzobaGx1Eas0Iou3XhXL1+rG1+Tm1wyz9pHOjn63DlG3hgv4+gnkKB9a4z4iVTZl4FvaDiKRMOqIGOn0hRSJbSgCyNvlHU8SjiMkZguCFw+laaNYQYOxMtrD5lIRksP5Bg7dblaydSovr/dQ2G8SCFZwtOgE1rqcyqLTG1b7o5qdrnA10bAgnCXj0KqZH9vbgVvs07ybAbLtGtjmyW7ioOkSBO2nAKWOV1YSjJofheFVAnLtHB5FSRZopAqIcngbXSTHS1gFm0xprhl0hdzIEHDqiDjZzMUkiUCizx4GnQ7mQ9Y/P5GRo8mSQ/k8LW48TW7HdtLYJGHXKJIceI1pgpl2SXRtrWB0SN2ucFyEu0JIEmSYwGpGBJ4oppj7Yj2BMiNFsr+fuYznmm2rPfFGDuTtr/Ha9C0NcKy7a2ceOESAy+P3thLyxKx1UES/akbSsY1LZM4QwxyjkHOU6TA4uYOdv7qo0JQC245hIgW3PJMCudvfP0b/M13vucI52imhSbab0o4T8XlV/E2aizd3oy3wc3Br54gPVgev6UedhFZFuDS/lE7QalJJz9WrKlw9jboji882hMgdSFb8SieHnQR7PAy9M6Y4ysta4LgRMTP5VcpZUo39NyKW8YywCyaqF6F6PIAgwcTM0S0HnQR7QlwaX8cy7RoXB+mlCkRfy/llHk7/+owRt6kYU0Qy4SRw+NOu/WLr49STJeI9gRQdIWhgwlkVaL9ngYG30qQHysSWOxF86uMHLZFaMPqyyLa1+LG5VdJTNgmXF6FUt68obJwWkC9/N2X2Xs/+R37WtxofrXiNg+AcJefXLxALl5AC9g2rlqWqPM06BRTJUo5g+BiL6pXYfRoctp9JhOZ04M53n36FKV5NJ5RdJnGtSGG3x0vawMj0zJJMMTAFEHdtbibz+z8JSGoBbcEQkQLbklmizg36M3E8q1lFc5XEl7pY/WODk790yWsAlzcN3rDgsLbpCO7ZFLnsyiajL/dw/iZTHVr316Bk6AXctG4LszFfSNVEfLOsrtbIbTUy+jxVNk/h9BSH5pftQV6mdCDLhrXhbi4f3Te3fSmNrmRVdsXMxkJVzQZo2g6EwmY/2QitjIAssTIofJFefWwi1hPkIE34mVPDvQ26qhehfHTmbLbhK5FdEUARZcZentiv6hBgu5U3FENRbdXFxRNJrTUR+JkimC3l9W9HRzac5rEkbnVe3d84BJEuv2Mn81U7HieTVB3tHXy6Oc/KwS1YMEiRLTglsEwDF544QW+9udf49ln9mBQIio30mi20yS1o1MZ4TyJr0Vj/We6SQ/nOPLNM8guhdxoAVmV0MMa2eHrLw17GnQKqSJGzi7HpWgKif7alMe7kiu7slWrk6Gv2U2o08fFn4xOS94sN1pARXUrZV/CL+fnJCkS7rCLXKJ4088pyVLZP09ZlfC3ehg/m7n+nW+C4GIv3ma3Y6GpNJPfoadBJ7rcz4WfjNZ0MjuJFlCJdPsZOTrOmk914Gvy8M5f9DN+5vp5GJpfpXlThEv7Rymmq1tDfTZB3dnexb/+9X/FI488QnNzc1XHIxDcKEJE38bs3buXffv28fDDD7Np06ZaD+eGOXToEE8//TT/87//L9KFFEGitLKEFtdiXCW9KmOQVYnOh1poWhXm7b/oJ3XushDzNulEltm+2NkuvKpHcTy9bVtjjJ1KV7+O7VXwNbsxSybZkQIun4Ki2xODiiPZF/lCsoTsknFPNqgoM4omE+zwEX8vWfbooqdBJxcvlFVsubwKrXfFZm2JfqPoYRelbHk97GC/f1mVKrIvX1k6UXXLVRGCiibjjmi2jUmCcKef5LlMxUryzZVgl4e1j3QydGSM8//fMJnBPIomY5asaRMlRZPxNOpOMq6nQZ/T5L6STArqS5xlgHOYGGzbtp3PPfpZfuqnfgq3213T8QkE10Ku9QAEN09vby+SJNHf3z/jb1NvkUjE2b5r1y7C4TC7d++mr6+PvXv31mLoN8zw8DBf+tKXWNm9ijVr1vAnT/wPmo3F3O/5GFukD7NYWlY1AQ0Q6vHRvDbCkb85O01AA2QG81z8iS2gFU2meVME1a0AtoBp2xJDcduH4sWfjNRcQMsuyVku18MuXH7bE1pMG9UR0NiRxoY1IZBsb3GlErxkl93dTnGV91QoqxLRngCemFbW5y1mDM6+NFg2AY0EsZ4g3qbyCxWXV3H8xOXGyJuO+PO3umnaEHFsLZXEKJhOHoDqVvA0aM6xomi1u5xOTtQu7RtxjpXwMj8NayfqNk+M0eVTCS72OvagWgtoAFmSiUrNrJbu5P08yBru4kDfWzz88MMEvSF27tzJyy+/jIj3CeoRIaLrlJ07d87pfgcOHCCRmL2M0eOPP45lWc4tHo9P275t2zbnfs8///zNDbgKFAoFvvvd7/KJj32CpsYm/s2v/hrpC3m2eD/IfXycLnMNes5X9XH5F+ms/OnFDLwzytjR2b2ITrkzaaJz33K7NbisSAy+nXD8srXuoifJEm1bYviabVE1ejRpe1CrgKLLeBvtiU/yXNburFih66bmV5FkiWLaYOBA+f27Zsni4msj5PNulDI3oCjrPmLBpf2jJCtgvxg/kyF+3LYiaUFX2Z9/ksl9xTJtj6+3qTqT51LW4OJPRu0IvgQtmyMEFlXWMnZdplRNiR9PkngvSXCJl/a7Y7RsjpAfL3LhtZG6Lb+oSCot0hLukO7nfj5Bh9XD1596hnvvvZemcAt/8Ad/wOnTp2s9TIHAQYjoOmV0dG5ev97e3jkL7oWIZVns37+fX/3VXyXgCfHJT36S1198g7XaXbyfh1iZ30ww23Ddes6VQnXLdH+8zRZNL1394uRv9+COaBh5k5FD4+RGCkiyRHRl0ImCViOSNhuTdWEnPbJD746Vvf3yXPA2uQl22JOgipbsk6BhbahigsflU5FdEpIvCIAxVr5ERcUt07wx7KxclIOCr/FxAAAgAElEQVTJfVYPV0boyqpE0/qQMzGrBJN2KE9UI9zpr/6xZMHQO2OkB+zjxtfqdiaEVXn5iUj05E9/qxst4KKYMciOFhg/kyE7PGEtsuzqI6pHqdr4bgRd8rBU6mEr29nCR/CMB/m9//j7LF26lHvvvpevfe1rpFL1kS8iuH0RInoB88QTTxAOh9mxY8cNPb6vrw+Ap556iu3bt5dzaDdNOp3mq1/9Kiu7V3HnnXfy9FN/wWKzm3v5GOuz99JcXII6SwfBahPo9uJr9HDkO2fIDE9vCOHyKpdtESGXXesXyI8VSV3IYpkWF14dIT1oLw/HVgaJrghUbezyhHi3LAs96EKdEGb5RLGiCXxT0YMuAou9ACTPZewSfpXGgsG3EjMa5JSLyDI/kWUBjLGxsgpoAEwopEpQ5vmFy6fStCFcEfuFWbK4tD/u2CAqSXogx8V9o3ZtbY9CqNN3uZJHhSkkS07HQ82nOse7pEgVF/WSYr9JacKmoYdcuHwTNqxUieS5LGOn7VUyRZNxRzVnTOqU81Q9IkkSQSlCj7SR+3mQ9dzD8VdP8Zlf+gyRYJTPf/7zvPPOO7UepuA2RSQW1im9vb3s2bPnqtsTiQSRSIT9+/ezadMmJEnixIkTdHV1OY/v7+8nkUgwOjrKtm3b+MpXvkJ4ouMbXE4s3L59u2PtqDWHDh3iy1/+Ml/+n09imCWaaKdd6iJs1S7afDVCy72seXgph79zhvi70yMiiibTdneM4XfGnAYO10MP2ZHA/FgRPezC3+qxm0xU4Aj1NulEVwQ4/8rsyY7Vwtfixtugl7Ws3NXwt7rxNl1uIFIpJFlCUqSqt5C+WVS3UtYawbPhiWmElvoYeDNR8f3OHdUILfEy8FaipiXpQp0+PDG9IpVEJquGBJe6WfupLo79zVmGDyav/8AptN4VJTtaIHFiYUV1C1aei5ziHP1kSbN+1QZ2/fbj/NzP/Ry6Xr1VAMHtjYhEL1AeffRRHnvssWtW1ejv7+fJJ5/k5MmTJBIJPvKRj0zbvmPHDnbv3l1zAV0oFHjmmWe4Y90m1qxZw1f/x5/Rqa7i/a4HWSu9jwiNdSegfS0aKz+5hNRgluQJO6Kph100b4qAZCcgDeyPz1lAgy2eJzuUAc7SK9gX4ptdwtf8Kr4We0k9O1Jg+NB4TQS0O6oR7rY94elLuaoIaLBbR2cqmEglybav2zKtigloSbY7GUpy+Y+HSQFdyWX+QqpEZihflf0uN1pg4E1bQGt+1e5+WIMrXvJclvhxW9gqumzbiMrw9XmbdNq2xuzzTc6uGR5a5nOSBufK4FsJxxMfaPcQWxm8+cFVAU3S6ZB6uIePcgf3cfHwEI888ghhf4Rdu3ZNS7QXCCqFiETXATt37pzhge7r65shbru6uti9ezcHDhxg8+bNxONxJ7J8ZSS6v7+faDTqbO/v76e7u9uJXNcDp06d4qmnnuK//9GfkC1laPUupt3sJJSrP9E8FdUts+bTHbjDOkeePU0haZAdKdgXyHYPY6fL2xBF0WSaNoQZPjRGMW1Maw89HwLtE22eKxyJvR7uqIa3UZ/Rca1S+Ns8pC/lKm5R8bd5CHf67Oh+hV6rEiXuphJa6sPX7LbblFeYqV34Ko07ouFrdZe1scyN4GnQCXf6uPj6jTVhiq4IYJYsEv0pFE1GC6hkRwtgQXR9gJU/vZiDf35iRoWgueKOaqgehdT5LLIq4Ynptt1sgaiEnJXhPCc5z0kK5PjQBz7Er/36r/GJT3wCRalvD7hgYSJEdJ1yLTvHrl27eOKJJ2bdtmnTJvbv3z/j75P2jyeffJLHHnusrGOdD6Zp8oMf/IAv/sn/4O+f/yFu1UObtZQ2oxO35K3ZuOZDZI2fVT+zhHefPQUlOzJYTWHasDaEkTOIvzfzQjpjrMv9SJLE6LHqCNar4YlpeJurL2IUTaZlc4SRI0ly8QqX55tS27qSr6G4LncrLDeKJiMpkpOoV0ma74iQGy04Xt1q4Y5o+FvdDB+ujFVqrqgehaYNYQbfSlz185ZdEo1rQoweS1LMGHgbdSzTmnWFa7Lt982I6Kl4YhrRnuDl+vY17tQ4H0zLZJiLnOMEowwS9IT59//h3/G5z32OlpaWWg9PcAsh7BwLkN27d08rXXfixAkATpw44QjoK5eyXn/9dQDuvPPO6g52gmw2y1NPPUVb0yIefPBB9j1/gHVs5R7jY3SZaxaMgA4t97LqZ5dw5seDjB3PMH46XfXI7vA7Y8Qn/It62DVt+dXToKMFVRTdPrSzI4WKWhjmilEwMQtmVROYJNl+3QuvjVZcQEuKBBaVFdAAlv2eKiVmjIJpCzqJin9Xg2/FHQFdTZuFZVoV/QznilkySV3IOgJ6MifC26gTW20f02bRopA2nKFmhvJXtYhZJdv+ZZWpfF12pMCFV20BLbsk2u9pcMZY78iSTJPUzibp/dzNA4Szjfzuf/w92lvb+exnP8uhQ4dqPUTBLYIQ0bcg/f39bN68mb1795JIJDhw4AA7d+5k27ZtVbdyDA8P83u/93tEAzF+eeevoCbc3Of9GJulD9AsLUJeALugJENgkYfAYjcrP7mEkaMJht6wfbw1q+s8cZ3MDOY5/+qI/bsEsZ4ALZsiBBd7nUoL1WqQciXuiEbT+jBItriMv5eqmnAJdfpoXGtbmSpt45AUibb3xapS0kzRZRrXhpxJUqVovTNKoL2yNY8njx13RKN1S8ypFlNp8mNFe1/E9hVPCtZqYxYtp0JM04Yw7fc12GUwJycyE8SPJynNwbojqXaTJK2MDX4mjx3LgLGTaWeS6G91O9U/6h2fFGCFtIH7eZAVbOSZP3uWNWvW8MD2B/inf/on0cRFcFPUv4IRzJuuri5eeOEFvvWtb9HZ2Ulvby87duyoakOVY8eO8cu//Ms0N7bwB7/zf7HE0819fIxV5mbc2eo3RLkRJqNjlgXBJV66H2wD4Ow/DE1LAKw1lmkRWupD86mce3mY86+NED+RwtOgE1w0EeGXJpITq9hVrZQzKGZK1MLenhnMkTxfnSYxlmERf68KdhEAy45gVnoykuhPVaxL5JXkx4uMn83UpJqJUTAppiu8ejCFyVJ0eshF+90xJ0E0N1pgYH+cXLxAfqyIJElo/vmJ1MylAgPvxFn504vxNpQ3YmyZllOWE8DX4nEm6bWqbz9fFElhkdTF3TzAeu7hJ337+dCHPsTK7lV885vfpFisn3O6YOEgPNF1yvVK3NUjlmXx8ssv81/+8L/w3N8+h1f2s8hcRhtL66Km83xw+VWaN4S5uH8UI2cSXulj1SeX8O63TjHen6318GbQuC5E+lJupvCZ8DGqboXGdSGG3h6jlDMILvFiluwLYznR/Crhbj9D74zVpPJHtZIIBZWhmsmGVxJo96C4lfKVepv0yKdKYNm5DFbJZORIEtkl42vWSV3MzThOJFmicV2IsVPpeU/WAx1u1n26q2y+6LkQWxXEMqya513cCGPWCKc5xiDnCXnD/Oc/+E987nOfIxCoXr1+wcJmgcwhbz92795d6yHMGcMw+Pa3v83GdXdw33338eLf/piN7nvYav4zlkjLFoyAVnQZX6tdAq6YLpE4mcYsWgS7PKze0cHh75ypGwEtqxItd0adLnNDb4/NHjmcuD6XcgYX943OKk60gErb+y4vpytu+Yb9sEbBpJQzahJ9VjSZUIe3qr7N4GIvsVVVtANI05v4VBI97KLlzmhVI43BJd6qte2+EqNgYuRvTrzrIZdj61F1hZZNUfSAvT+On8kwPlFKziyaJM9lZ51oWqbF4FsJR0A3bww7pSmvh5m3VynkKq44pc5nnYZRLp+Kp2Hh1GgOSTHWS3dzDx8lkInxG7/+74mFGti1axfnz5+v9fAECwARiRbcMMVikb/6q7/iC//uNxmMD9DuX0J7oZtAIVrXJequhqdBJ9Ltn+h4Zh8W3gYXqx9ZSj5b4vBfnKaUq20DDdWjOH7J4BIvmcH8TUftFF3G1+x2/Jktd0bJjRZI9KdQ3Qp6xEX60tXLXClumeiKICOHxzCLtT2dTLYurxbuiIbilklfrHw3Pqh8ibupKJqMv93D+Jnylmy8FtX+/q5GaKkPo2iSOj/7pHmyyYmkSDSsCpI4laaYKhHq9OHyqgy/a+dMTD1ebxR/u4d8okgxXUJxyxj5q9t5NL/Chke7sEw4+P/2U0hVN6IfWOzF26Az8Ea8qq9bLopWgXOc4CzvUaTIL33mX/Jbv/VbTulYgeBKhIgWzJtCocDTTz/Nrl//AolUnFapgw6rB5+08JbA/G0e3BHNuehNLeOkumVWf7oDT1jnnb/oJ32pNgl6kyi6TNv7Ygy9M1bRZEHVo9gVDPImngad6HI/51+x6wbHVgXJDufJDOXtdsaS7RmP9QSIn0jZF/gq42914212M/hmbetfVwUJXB6FYtaoeXWJSuJp0Al1eKvS2XA2Aou9mEXTnjxiJyDmx4sYOZPQUh+ehssdCGMrA4yfy1JMVd5b3XJnlFz82t0Fg10e1v7zTt766nu1OWdNnEP1sItIt79m3+HNYFgGlzjNKY6SI8OnPvUpfvs//jbLly+v9dAEdYawcwjmTD6f50//9E9pjrWw87GdeNNh7nd/nNXcuaAEtOySUb124f1iujQ9IWzKud632I2vwc3hvadrKqAnl4eNvMngW4mKV9soZQ1HDGeH846ABtsWYhRNJBna7mlh0X2NWIbF8KFxfE1uJ9momuTHimQGq1zGT4LYyqBtragmFnYEuoqaJNThq/oSfSFZrFpnw0lUj+J0+zNyBp6oXeUi1OmjcV0YPWjbMtKDOacDIcDIkWRVBDTY5S0nuwvqIdesVVqMiRUKpdr75iQTX5lRMMmOFJzvcKGUxwM7CbF9IglxFZvZ85d/zYoVK/jFX/hFDh8+XOvhCeoIIaIF16VQKPDlL3+Z1sY2/vW/+tc0eVu5l4+xik1o+cqWwaoEsZ4A4S677XR+rDhrcl2gw83q3g4G342TOlOdpfrZUN0KsZVB5wJU66ogqSGJUknHsqCUni4mPA06qtu+cPvbPLRuiTrbfM3usreT1gIqkixRzBhlT5C8HopLRtFkzCpbDxRNJrYyUNUqK7JLmncr6ZvFyJuOvUgPucrmAZdVyamQ4Y5oRJb5nW0tmyOXJ6xF056sSODyqgy+GXcmaqWMUbPjsJQz7BrXQLjTR3DJzPr6xZRBMV1kxUOL0Py169JXyhiMnbLrgGtBF80bI9WfdN4ksiTTJi3lbv4Za9jC3333B6xevZpf/IVf5NixY7UenqAOEHYOwVUpFos8/fTTPP7ru0gkE7TTyerG9ShZjWLaQA+7sEqWnX1e5wTaPRQzBrl4wRY/JfOqNZ41v8L6z3WRT5c4+s0zVfcVyqpEYLGX8dNpLNMWMbX2Gk/ibdIppo3rlgVzeRVcftURHm1bY4ydTJMeyOFrdeNv9TBwwPZN+lrc5MeLc6qF6yBB25YYqYtZR2zdDii6THR5gNHjyZpYZ6qNrEq0bY0xeiw559UGRZexDAuzZKGHXXhiumN/WHRvA4mTaVIXsrijGr5mNyOH7S6aLq9CKWde05MdXOwldTGLWaaGJjeFNOEhNyy8TTpm0XJW1Wpu6ZiFqf7wyDI/yXPZmlRhmQ+SfLnij1mycMdcnBk7yXvFd8iQ5lP/4l/wn3/nP9Pd3V3roQpqhIhEC2ZgGAZPP/00bY3tPPboY/hzEd6vf5yV0h2YwwrFtH3i87d58E82ZKjzPEIt4HKiIEbh6gIawNOq4/KonPzBhaoLaLCTlryNOqrHtkbUi4AG8Ld6nGXua1HMGNNEz4VXR0gP2BH9YrJE6uLlyHGow+fUxPW3T49ghzp8jkVEVqXLy9cWDLwZd6odVBMtoOIpY0OL+WDkTYbeGau6gFY0GX/r3CpElBOzZHHp9fgMAe2Oas6+4Ilp0yqktN4Zxdtkj1VWpGmWh8GDCTJD9n6YGy04AhrsffZaAlrRZPxtnvppMmLhWCXcEc2p1AOXLR1qDexVV2NSQCu6XNbVhUpweeVFIrDIizZRYSU3UqSptIit/DPWcCd7/+qvWb5sOZ/97Gc5c+ZM7QYsqBkiEi2Yxg9/+EN+5dHPc/LsSZb4uliUXo5X8l/1/pPZ9P42D/42j5NsU3MkaL4jYpdfGpi7HSPY5WHNLyzl0J7TjB2vnkBTNJlwt5/48WR9RLmmoGgyii7b3cqmJF5WAtWroPlUp1xf08YwyXNZssN5/O0ewp0+MkN5EidSRFcGSV/KkR3Oo3oV9KDLSQSTXXLFmpKElvrQQ66qt3sHQLKtJEaxum2r3RGN2MoAF/eNVmz/VDTbIjO5shXu8pMZzFFIlfC3eYj2BBg5PE76Uo72exsY60+RuphDD7vwNuhOF0KXT6WUMyrjp56y/7ujWs26gV6LwGIvEhadH2vBHdZ566n3yCXqdLVQsic9iZNpssNVzmu4CnrYReO6MBdfG7GtM9c455mWySXO0M8hCuT4jcd/g9/8zd8kHA5XdcyC2iEi0QIADh48yP33vJ+PfvSjJM9muVvezorMHdcU0HC5LWwuXmD8jO1/kxSJyPLq+jYnUT2Kc9JLX8pRSM7du+htcLFqRwfp4Rzps9X1QVumhaLJVa3vOldCnT7C3RP7QYWFWyljTKt3Pfhmwrm4ZgZyjBwdx+Wd8EKnS06XOz3gItRxuRNmy6aI063RHdFoviPibPO3e5yonaxK0xOe5hAdGzuVZvBgbSqBuDwK7Xc34Cqzv/x65OIFzr86MicBLSnS5WNfsi1Ak797GnRCS33Otva7Y05U39fintaCWwuozvGQHyuSTxQdX/2FV0ZITZQVzCcut/EGO1m4YgmJUwR0w5rKt1+/ERSXhGlC/w8v2hMTd/2NcSqpi1kK4/Z5utx5E3PF06AT6rT3y8J4kdEj4/ZEFa55zpv0TN/DA3Szlv/2xP9Da2MbX/ziFykU6m+CJSg/9X10CSrO+fPn+fSnPs2GDRt4Z/8h3uf5EBule/FZ82sgUcpeXr5X3TJaQMWckpU9mcxTSSRFomVzBF+zvZSbupCdcy1dWZVovScGwInvna9KPWhFl2neGEbRZcyS3WBhXr7gCjMpfOLvpRh6e6zGowHTsMgOFRh4I45RMBk7ebmjW3ogx4XXLlcRGT405jSAMIomucTlC5o7ouHy2svcelijeWPEEc/NGyPOhEHzqzRvijhLu4F2jyMAZVUi0O5xtrn86uVlfmnKZG7i93ItXZdyJgNvxMu2f0rK5UQ7SZZs68zEWPWgC22iIoXskgh1+HAF7AoW/naPk9Qmu2TatsYcS06400fDhBiWJquYTHw2siIhuyZewIKx0xnHHpa6kHV88sC0SjTFdImBN+KMnbQn6rVeQM2NFuxIZd6OVFY78fJaJPrTpM5nMdIGlmURWOq7/oNqhQXJc1kn4tu8MUxw8cxkyUqgBVTH4ifJ9goPgGViT+TnsYvJkkKHtIJ7+RhNpUX82r/5tyxuWcK3v/3tmu+rgsoiRPRtSjKZ5Ld/+7fpWNzB3q9/mzVsYXPhgwRysZt+7mLaYOBA3I4GSdCwJuR03KqEmPa1uJ0Em8G3Es6S/nzwL3HTtDZS1XJ2ZtG06/3WId4mnda7osiq/bnWus5rYLHXFrtzpJAsOb7hYqrkiC+wy4RNVvPIjuQ5/8qwc8FM9Kec/cc0LPKJgjMZVNwKDatD+FvdKJpCcInX2Z9DHV6CHfbFX9UV2rbEHOEYXR6gaZ29vCurEovua3Ci38ElXhrWhpyxTe1C6Wt2O2IUoHF9GHfERX68iDvionHd5cc1rg05k0d3VKP1rui0x00KE3dEY/H7G51xN64NEe6yRZbLZ3fYm5w8BRZ7CEzkPEiyhKdRp2VTFF+rB0yLSW1gGSbJ81kncjd+LsPIRAtoy4SzLw45CW/pgRzx45ejxqkLl5PLzJI1p0i3p8HeN6sxMb8WTpWMLj9NG+pv+T6XKBHvT9L54Ra8DQugvJwFA28lnHwJT4Ne9ij61NXRyLKAvS8DmcF8WdqWuySNFdIG7uEBpLjGjh072LzxTl555ZWbfm5BfSI80bcZpVKJr3zlK/z7f/s4+Xye5d41tGQ7UajcMpqsSlgTSTDRFQEUt8JQmZbDZZdE610xRo6M37A/0dvgYt1nuhk+Eufk3w1W1JOsaDINa0OMHhmveMe5m0KyBVe9eD5Vj4IWUKtfD3qWcRgFc+akQgJJmui2N1EWrZQtYZm2OJUUmcJ4EUkGb5Ob3GgBo2Cih12ouuL49kOdPjIDOYoZu/qNHnQ51UfCXT7yY0X7e0kU0AIuZ3IQXOK1LQ9jRVxeBW+jm7HT9jZvk46RM8mPF1E0GT3sciJtLr+KZVh20pdkr44Y14hyu3xK1etUX4nskvA2uqte1vBqyC4Jl0clP17b8pOz4V+ks/5fdvPWV9/DHXFftaRnPdKyOUJmKF+26juK225WNfim3VJdVqWK55+MWaMc5yAJhvmZn/oZ/ut/+6+ikscthhDRtxE/+MEP+OVHf4Wz58/QoS1nSaEHTapuEwXVo6BoMvmxIlpAJbYyyMCbCcfbOhdkVSLU6WPsVBqzaDkteG8EWZXo/HgzDSvDvP1nJ8gMV/5CGFnmZ/xc5ppipRbILpnGdSHix5N2EmEdcFXRepuiuGUaVgYZPjJe2/2nwgmmc0ULqHWzr4K96pYbzTt+7VrjbXCx4bFlHNpzGjNrlyPNJ+pP7M/K5EKDBYFFHoppY3pjrDnga3ETWOR1Et4nJ6DV3Hcty2KYixznbbKk+T//za/yu7/7u4RCoes/WFD3CDvHbcDZs2d56MGH+PjHP072fIl71Y+yrLi+6gIabO/0pI/VLFpkhvKOgI6tCuKOXL90mGXZJesmG3vcjMDyteuOjaNSAlpWJZo3RZwl/Ph7qboT0GDbS/JjxbqqPxxbGSTSfe3k1mrgjmi0bY3V3kKQMxl4M1HT/SfY4XXsKbVE9SjTjqt6ID9WoJCunxWmXKLE4LtxVvd2YOQuC+jG9WG8TdU//88LC0fsan7XnJMOI8v9+Ntsm0ZhvEjy3OVIdi5eXQEN9gpVo9TGVrbTwwb+15/8Ke1Ni/jGN74h/NK3AEJE38IUi0X+6I/+iM4lXfzT8y+yWX8/G6S7cRv1kWhSyl3uaIXENO+tt0mf1o1L0WSaNoRR3HYjhYED8ZuOQGl+hZ5PLiY1lCNzoXI2AbNkN0GY9FDWG54G3fHhJk6k6mqcw++OkTiZuv4dK0wxU2L8TKYuIuJSjc/audECyTqwBJSyBpdej9e8i+dUkucmKk1IdilESa7tpMssWVx6bWbZ0Xyi4CR0LgRGjow7NpTIcj++KTXLFd22yMkTiYGl7OWujsWMcUM5MpVAlmQWSd3czQOEC4088sgj3LPlXo4cOVLroQluAiGib1FefPFFli1dwRce/wIdrOCuwkeIFJpqPayrY8HosaTjK5QVCVm1d89J+4ZlmEhS+S5KU5uqlL0ah2QnbXka7GjP2Mm002yg3vA26nii9RWV8rW4kV0yRsGsi2YzRt6sCy+py6uw+P6mmrZPLiRLdVPTd7Jzpq/FXZOSmldDdSt2q/s6KS8nyRJaw+VVvvEzGfuzk6BpQ3hao5Z6xyiYaH6XU5LOLFpgXa6QMllXvl7RJJ1V0mbu4kO88/phVq9aw2/91m+Rydw+nVdvJerjCBeUjcHBQT79qU/zgQ98gEKiyD2uB+iSVqNItbvo3gipizmS5zO0bomiT5QkGz6cpJQ1CC7x3nTHOP8indW9HRzae5rUuQqccC0opEqYdRTVvZLJ5dGRI+Mk+msf7Z1EUuxyau5IfVzY/W2Xq1TUmlLeZOidBKUaW25Uj2LXdK6Dym6SbLfjds+hk2a1KGUNLvxkhGLGsMun1bCedPpSgUN7T7Pqk0tmVOmQJHsiUu/tt8GOQOthF+OnM+THCsiqROPaEP42N8PvjtVtkOJqhKQYW/gwy1nH7v/7CRY1L+a5556r9bAE80SI6FsEwzD48pe/zOK2JTz7V3tZx1bWZLbiLtWHdWNeTFyYjbxJZjBPYazIwBtxZylddStOEwY95CLaE5jX06tuma6PtVFMl8heLK+ADnX6nPbIY6fSdZmxD3b5tJbNEzWQax/onYZlWFzcN1LzShyTSHJlSjPeCJZhkR0p1NxWYhkWsirXRfTXMuHS/tG6WbZ3mPiKQkv9NK2vrYe8MFyYdcJjmZdzNGRVonFdqGYNT65EC7ponFL+UVYk5InjMDOYJ348RWY4T2F8wtZXH4fovJAlmSXScu7hAbSUj4ceeoiPffTjnD59utZDE8yR2p8BBTfNm2++ycZ1d/D5X/k8Hb5u7pEfoFlaVFbrQ7WQXXYZosnlxbFT6Rke3dFjSdIT2e+SLE17n43rr7806WnW8DW6OfrdsxRS5Y1eWKaFVb/BZ4f0YI6hg2P11WJcgmhPwPa919FnmDyXLVuZrZtlsumJ07CkRhgFk6GDibpJQp3cX8qxSlVuxk6nGT48XtMxSKqEJEu4rrG6I8l2iUazVLvvNLLM7+TCWCUTo2g6E9iRI0myI9Orc6Qv5ZxARfPGCIFF9bFiNF90ycM66X3cwf28+MOX6F7aze7duymV6qfyjGB2hIhewBSLRX7/93+fTXds4tzRC7yPbXQkV6NYaq2HNm8mE3DMoknybIZiam4nj1y8wMiR8YnngFKm5Hhogx3eac0qJEWalkyYHShPDWR3VHOW+8dPZ5yav/WGJNs+bT3kAou6i5IrLhnVo9TV5M/ToNdFtHUSWZHxNunISn2MyRPT6urzUd1KXY0H7Kh9MVVyGk/NpQJRuckOFxl4e5SVn1yCOzz79cEomAy/O45ZtFA0mcjyQMVWYCYngapHof2eBif6XUiXHFtGMWMwejQ550rCnXMAACAASURBVFWX5LmMU9e+1gmdN0pMamYr2+lgJf/hC/+BO9Zv4vDhw7UeluAa1NfZRjBn3n33XTauu4Pf+U+/w+rgHWy2PohfWph1JyVFonVLFG+jndyWPJ+9oQjp5NLkZLJRfqzoRC4UXWbxfY0Eu724PCpn/nGAclUXcnmUyy2f6xjLtD21Zh1UmJgNo2Ay+GaifryNEkSX+3HXUWSzlDO4uG+0PjysEkR7gnXlRR49lqybGs0zsMAoGPOqiV8uzJLFwP44iibPqQug6lacNu7lQA+5nMS/yPIADWvsa1UpZzB+Ju2c79MXc3YjoBsgM5S3GwFJdqMW/5QKHgsJWVLoklaxhW2cOXyOtavX8sd//McYRh0c84IZiGYrCwzDMPjjP/5jfnPXbxKQw6w278QnBa//wHpkSsMGX4ub7Ei+YpUYJFki3OVl5c8v4dCe02huF2bJYuTwOLJLwtfsJnUxN+eoh6zabZDT9XrBnoKsSri89dlRDSa6OK4JMXJkvH4E9CRTGj4IZnIzjY4qSajTh2VajJ+uDxvOlUgy6CFt3s1DbobJxivvfP0kydNzP2+pE0GC+VS80IIutIBK6nwWSYZF9zUycniczFAe1atMJDRW7lj3NunkE0WMgokkU1f2sPlgWianOMpJDrFp4yae2fMMy5Ytq/WwBFMQkegFxLFjx9i88U6+sOsLrPCtY7P5wQUtoFs2RRwbRPpSrqKlzCzTwjDtcmn5oQLD746TOGFXpFA9KsHFl2tSh7v9+Frczjhnwx3RCHX46ibh7FoEFnnnnXxZbYqZUt34aydxki7rSCOqXoXF9zei1rDE3VQmBXS9HQdGzqi/CdkUvE1uYquCVf3cCimD9FCOnp9ZjOaf+/7jbZxes38qU8ffsCbk+NFdXgXvRHlPy4QLr444EeZSxqh4jerMYB6jYCdLtm6J1Z1Pfq7IkjwRlf4IR998j5XLV/KlL30J06yvc+XtjIhEz5O9e/eyb98+Hn74YTZt2lSV1zRNky9+8Yv8xq//Bj45yGrjzgVr3ZiKt0knP16sSvc1X4vG+s908+4zpxjvv3a931CHj2KmRGYojyemEVsV4vzLQ1imnbiUHsxh5EwnEWchoGhyXTVRqXcUt0zblhgDb9x8U59yIikS3gadzHC+biLATevDFP9/9t47SK7rvvf8nhs758mDNMg5gwBBUYny2mtblm1ALFvyvmevS7D8SiWvX4l4LLtsSloHyHqrt7KfbFDeJ679pBUJ2EuJDrsm5LVFMwkkmAASAJGBydM53Xz3j9N9unuIMAP0TN/T4qeKVRzcDqe77z33d37n+/v+qjay7xY7PRSuEFVh0ReOoWEVm/+nEbzx+IV5dWitz3WhQR/MkgW9YCHY70N8ZQg3np8BAMRGgqimDU81vwGoRWVlSqOSEY+0q78bHNfBZbyNKziHvfftw3e++20sX76808P6sefHLhN9+PBhrFy5EvF4HAcPHkQul2s5/pWvfIUdP3To0HueG4vFcOTIEZw4cQLHjx9f8PFeunQJe/fsw2//L7+Nlf4N2OV8mOsAOrkhwkzyK1P6ogTQgkTQvycBx3JhZO48weevllnWxChayJwvwHVoFnD4gRRiy2kbaiUsIbGmkeHtdCe5ZohI0LctxloiezGAloMiBu9LesZSqxnHcJB+pwBjjgWui4VruyhPzl12tBjkr5ZbWit7ifiqUMs16iVs3aFNmTZHWT3IQuNaLnU0km6fAa8X5ilhCamNEZYsGNyTRE/Nrk/LGi2uI7lLZc8F0ABQGqM1NvWFcTu13ouJQASsJJuwCx/Gmy+/hdUja/D444+/3zq8w3jotn/vzA56Z7Nz507kcjk8++yzuHz5MgDgox/9KDv++OOP4+jRozh27BguX76MS5cu4WMf+1jLazz00EMAgEceeQTPPvtsmz9BK0899RTWrV6Ps6+fw258BEurayFw/pNVp3Vo6cXTAQJAoF9B76Y43jl+FVpufkGRbTioztDxWhUb5783isx5mnEjAmnZzhy8L4nQIJWnyAERgd7OdQF0bRd60YKle3dL29YdlCc0T267uw4tVPJa1kqQCMJDflak5QX0vOnJ3xAAqhkDFQ93r4NLF+qL9f25lgvXcSGFG4GkqAot1nB9O+KILq/ZzLn0WqjPcxf/cRxjL6UB0E6BdTcMHnAMOt+YFW8tjOdLlCSwBw9hyF2BQ4cO4ec+/nPvSQa+z+LBd0Q2i0wmc9vjhw4dwtGjRzEyMoJYLIZDhw7h1KlT7PiRI0dw5MgR7NixA7FYDMeOHcOJEycW/QTVNA2/+Zu/iYcffhhDyjLsdj+CCIkv6hjaSXjIz7JBlWl9UQvcJJ+AkZ+kjVW0qbub8Pu2x5gm0CrbLCujZQ2kmzIx6XNFdlNRYwqiyxuNbvq2xZguT1QFyAuUDSEigVK7QeYulhYl0383EIE6BuSvljs9lPcgB2n2zUuBah1BFhBZGoAge2vqDvb7EBvxXmMnLWM02Z51eDC3IH+lDKNk0WLDyMJ06SQigS+hoDJj4u1jV7Hh4DL0bqH1NJIqIrIkwGznchdLzOHELFlIv1NgOx+27sCx3Jqff8JTzix3wnXoronr0Gu8b1us437rd4tIRKwmW7ADD+L//btnsWr5Gpw8ebLTw/qxxKPTysLwmc98puXvZ599FiMjIwCobOLSpUss0wwAsVgMIyMjeOqpp9i/nThxAgDNWs/OUreDCxcuYNvm7fjmX3wTm3EfVulbIbje2+6eD5Zmd2z1r4RE+BMqzv7NtbturJKfo/ezljGY9VhprIrxHzUWdVrOZPrHYJ8PPRsbkpzkhghrECPIwj21CA4P+al9lIfvDXJQwuDelGeK42ZTr+b3VCOaGlbVxuiLac9lfr3eZCi5LuJZWUed0KAfqY2Ruw72iQC2gAaoQ0m9cFsJSujdHIOoCjCzNInBrEALJkZfTLPC7rnsLDimQzuy5rwn35gLruPCKNsLWsy+GCRIL+7DQ3DzBPft2Yuvf/3r78s7FpkfqyC6Ti6Xw/Hjx/GVr3wFhw8fBkCDaIAGzs2MjIzg4sWLAGimOpfL4fDhwxgZGcGBAwfaOq6nnnoKG9ZuxPjlSexTfgJ9ZElbX38xkUMS4qupdriaNlC8cftivoVAkAgG7k8CAKx5BtD+pILYSG38M/o9FwDVs00AULheweRrWXbMtRsBSGjAh75tjV2H5LoI0zUL8p09XgvXKph8Pes5GUIzVtVC/moZVsVbgWAdo2i17DC8z52pTOnIX/HerkKd0kQVxdHFn4PmQ/FGFROvZW+7GJkdKEeWBRoSspCM/h0Jtgh3LJd5wutFEzeen26Zx+5Vv1wa1+A6LuSAiOS6uw/+O4HVVAirRmVWp8MjKvFhOz6AFViHz3/+8/jZn/74+/KORYSj0749nDp1ihUVHjhw4D3Z6Ttx4MABHDlypCVjfa9omobPfvazePjhh9HnLMFO+0NQjZtbCvGCIBJIPrGj1lf+lHzXWmgikIXbzndbC/0y54owahKX4mgVU282TYBN1eShQR96tzQWeamNUZbBTm6IIDxMzxmvSjiAmq+wA5Q8GtBIPtHTW9SSX8TQPm8WY4qq4FkrMT1nUpcV4l1ZB0CvXUEWMLA7Abm2UxNdEWSa5dmBMhyg3jXKKJoYeznNAuXi9QrKE7UdNPe9Oyu3awE+H4hIa0N4TYCKqgDJ573raT4QQjBCNmAHHsSz/3jifXnHIsJnmSqovnm2BvrEiRM4ePBgy7+NjIzgyJEj7O8dO3bAdV2WUd65cydeffXVW77PnXTW98qFCxfwMz/1M7h44SJ2hvcjXhpY0PdbUAjdkiyNVaHnTUy/le/YUASJoH93fM6OHHX8KRXVGR2Vaf2uO2fdC67ttmylNmdEizeqqEw1xuSYDtUqEsAfVxDs9TGXhP6dceSvlFFNG5CDEuSg2Hhuh2yeJJ+I/l1xTL2ZZ4sGr+FLKogMBzD2crrTQ7kpjumgcK3Ska53d8KfpH7C1bQ3vzsA6N0cg1mxkL1Q6sj716VCokLbtxdHq4ALJNaGYetUIiEHBESXB5G7VIJZseEYDguAZwfKhetNrigu5tTJkumiDyzDG9+cn9XdzTCKFmbO0LleDklwLMfTC/nZVKZ0Njf64gpsw2FSF95IkF7c5z6EM/kf4b49e/Ff/vev4XOf+xwI8bC+j3O4DaKPHj36nn87ePAgjh07Nqfnx2IxHD16FIQQfOUrX2HSjFwu1yLpyOVyWLlyZXsGPYunn34an/zFT0J1gtiDhxAohRbkfRYLySciuiwII2923BpMCYlIbYjj7e9emXMWWg5KSK2PUG9gj1mbAe8NsDPni7QwxgVuPD/TUiRTmdFh1W5kakxGaMDPbhTD96eQvVhCeUKDL67An1RYUKFGZVhVe0Es8SzdRvZCCUbRmwE0QDPkLHvnQRzL9awsoTReRWncm2OrU7heWdCW6UpYgmO7sCo25KCIyLIgXQi7tLjYKNEAXlQFRJYEWFMQLWuwQFkvWDj3tzfYArk00WRpOMdAGQDEWAz2Lbb1raJFM8ht3m2LrQjCMV2kz/IphwoN+WHrNrLvdmaR1Q5U4sN29wO4jHfw+c9/Hv/8g3/Gf//2f0coxHd84VU8vLHVXnK53G11QnXHjuYiwlwu955iw3bgui7++I//GD//8z+P4cgK7CYfRoDwe4JLfhFEoDqzsZfSnghAlYQMQSSw59IZq3YfMcsWxl72xvjnghKRWwr0motkClcrLJtSGq1i4pXGjkr6bIG1GyYCIEiNaaBnU6PrWLDPh4E9CXYsujzI5COiIjCt9lwgIg32yxOaZ/Xa9W1+L3kwz4aItEW91zoEAmDdHb0sl9CyBqyqzXyQ54IgE/jiDZlKZGmAXSO+uILhB1JsDomvCiM82LCLI4RAqP1WuUtllMboIsMoWhh9Mc0Wq5UpvWEX5zbOweS6CJLr7q4rrZ3LQZxV41OnbnXntrl4dubtAjL1pjsePEXvxMyZPEsoyEF+JR7N8o5/+P4/Yue2Xbh27Vqnh9WVeHi6ay+ZTAY7d+7E8ePHWUB96NAhxGIxpot+9NFHcfjwYZw6dQq5XI7ppusOHu1A13V8+lOfxqOPPoo12IqR3GaI4PdiBaEdyyJLaGGGFzr4+WIS1h9YhqnTmTlloVMbo8yey4tNSW6FUTCROVuYd4FeNW2w7eBq2mjJGo2+mEZ5st5oxkThWmO7WA6KEGvWar6EwpouAFQ+Eq61TlfCEpLrI+wmGuhRseSBFAK9KohAA3AvEl4SQN8Ob1tJiqqAxJrwPTm4LCSBHhWDe1OeDKCIQOj3RoD+XXGkNkWZ7liNyfScrdG/K4FI7XxWowqtRah9JsknMotBs2Ihe7GRtZx6M8eCMLNsY+ZMvinDbMKc57VauFZB/srdZ0VvlYmuI0Xauxnt2i5c24Xko42UmosguaC2EBQkgr7tiY56/beDBOnFbnwEoxfHsXHtJrz00kudHlLX4c2ZeAEYGRnBs88+iyeffBIrVqzAihUrkMlk8OqrrzL5xiOPPIJHH30UBw8exIoVKzAyMjJnechcmJqawr499+OpJ49hp/oglpLVfGuVatra6dN55K95pzK/7mAx/kJmTjZl5QmtI/rnu0VUBZYRbve4qVUZ/c7Mit0ibZg5U2DvV57QMPbSDDuWv1ppZNIIodnI2lcfHg5AK5jQMgbUqIKhfSmWSU2ujyCyjAYrkk9EYm2YFXT64koj202o3GYhg7PKtI6CB32rm7EqNq4/N+1ZZxM9by54+29BFlrsEYMDPlYY5ksoiK1s7Or170qwboDBfh/6dyYAF8hfLkMNS1BjtQxzLXiqk79SRjVDz/VqWsf156bZ8cz5IrsubN1Bebyxu9LuXQyzbMEs08y5P9W+gE7LWZg6ncX6A8vgi7U/0LV0G6WxKrfaYsdyMfV6trWOhFMCJITd+DBULYj9+/bjO9/5TqeH1FUQt4tMBeejiV5s3nzzTXz4gY+gWtSwldyPEPht3Q1QayU1Ine0ePBmSD4BG35lGZSAhDf/j0u39IYWJILQgL+1MIcTosuD8CcVTLyavfODO0y9kIr9LRIoQYk13An2+ZgmVA6IiK0MYeZt2twhtSEC23SRfbcIOShhYFcCYz+iHsl1S62ZtwsQZAE9m6PInC3ArNgI9vkgyITaKhLqnV2ZpjaFUkCEKAns/SW/CFt3PLGD0jU0Fa7Wdx1sw6ENP2IytJwJ13bhSyggAkF1RocgEcRWhlC4SjXL4SUByH4RmfNFEJFgeH8K02/loWUNRFcE4U+qTKI0tD+FzLkiqjM6/CkV/qSCzDkayIeH/dCyJsyyRS0iFaElsJt9fnqVQK+K+Kowxn+Ubpt/ebBfwZZfW4k3Hr/34sLboYQkSH6Rq0RFM2pMRmJNGJOv5TxZ0DtXXNfFebyB67iA3/3d38UXv/hFCMKPTR51weiqb7DZhcNLPPPMM9i5fReILmI3PsJ9AA3QxiJzaUCy2CghEcEeH849ff22zVWUsIzQoN9znd/mQv5KGVNv8OED2rM51uLB6tpuS8fK8qTG9Nlmxcb0W3mWzZt5u8CymmbFogF0UzMbVmDnutBzJgsuBImw4E0QCcLDAZapDPX7EFvVyFQO7knCl1DgT6no353A4H1Jdmxgd2M7159SW+wFE2vCLDOohKWWRh6hIT/T0Io+WkBWz2T5k0qT73dN31zT5yoRmW1/1zOP9Yy9HJSghCVIPhEDexL03K1l7OWA2KJPD/So7PPLQbElgxns97EsrhySEBpq6HcjSwLsdWZ/pviqEPsu1IiM/p1xpn1ObYyw31iNyFj+UD9SG6g0Ir4mzPzWRVVAz6YYpNpOUb2otY6oCOw1rYrFClBdmxaq1YPf4o0KpptsIEefn0G11tq7OqOzAJo+tpENdcxW1wXRJ2Bwb4oLyUFlSm9rAA2g7XroW+FPqQj2+xblvRYCs2yhPKFxHUADVCe9lmzDeuzAH/yvf4Bf+PlfRLns7Z03HuAvgrgN7dQutwPXdfHVr34VH//4x7GibyW2ux+AQlTIQdHTxTe3goiE3iwJLYxptlvzCmJQhGO5MPM330asByxa1sDYj9JcTYyRpQEWEHmxm97NKFyvsADnnnBp4Wo9w6kXTNYswrFc5C6VmJ69OFpF7lKZHRt7Kc0em7tUxtTrjQBs/JU09JwBUSawKhYy55sCsNFGAGYbTkvw3yx7ISKB2OQzq0Zl5uMsqSJCg34m2woO+OFP0t9Q8olIrAkzV5XIkgDz+hZVAT0boyz4Dw/7EV0ehGM7qKYNJNeFWev44IC/IWEgQGpDFEqtfbQ/oba0n48uD0KpPU8OiAj2NYIbNSaz9yMiadFdO7bLvnvbpDsH9T3M5qI4s2Ihc64AIgsgIkH2QhG5y1TTS6UoUzBrxb65iyUW8DqWi+m38kwzXE0brPV0/T3qv69jum2pXbA1B/mr5XnrlDuFY7kQJILkughXi//8lTKmT9Mdy/kUdHoFx3RZbYg/pXraR/5OCBLBts3bsdv/IfzD9/8Bu3fswY0bNzo9LK7pKjmHl3AcB5/73OfwjW98A6vJFqwOb6Bm/wCG7k+heL2CwvUKRFWAIAlcaMekgIieTVFMv5X3XNthgBYUbj20CjNvZ3H5H6duGmj2bYtBy5me7q52K+KrQzBLVktw8T5dTLOfdz32cG9yrAsgkgzX8q71oVcQJILUxiiyF4psMXK3BFIytn5mFU5/+zKKVxd+ThFVAf07E5h5O89tu/DEmjBcx+2Yz/jdEOhREejzYaa2kEmsDaM0WkWumMPreB6+qIznXngOGzZs6PBI+YSf5SxHmKaJT3/q0/jzb/wFdsc+gGVYwwJoAJh4NYPSBN2KDg34kdrYqAoP9vs8l2UQVQFEILAqNsZ/lPFkAA3Q7VlBJJg4mb1lprZwveJJGcpcyL5b4iaADg/5W9w7vIyoCt50u3Bn/b9LM8T+pOL9jB4BFzIJgEps+ncluCgecywXU2/k7jmABgCjZKM8rWHtJ5ZACS28Q1S9mYxXGy3Nhcz5Igugm4tbvUDz7nbv1hhrB2/rDswm29bMuSKMksUKDu08sGvb7ts2nXufW+PBOwffaJqGn/3pj+PJ7z6Fbbgf0Xzfex5j6w7z9M1faWwvC7KA+Kows13yp1RPWOz0bGpYwHkV2qEwAaNkwZytha51UgToNrFXFwE3gwgE/Tvjba3MXwz0gonqNCcB/3AAPZv5CPiluq7Yi0F/E4EeFX3b43MO9juZhTZKFipTfJyrdYgA9O2IM+eRu8HSHFz6xzHIQYnp1Bea0lgVrkP1+PPxmfcaoipgYFeio9IOQWpIrnxxBcP7e1gNRXlKYzUFeuHWO68yUbADD8JvhrB39z788Ic/XJzBdxHenok5o1gs4iMf/Cj++Qf/jN2+DyFJ+uf0vIbWz8GN56eZflMJS1CjtQIlRUBqY7QjGbP02YLn5Q++mITezXGc/957CwrVsIzo8iDTe/KE67ioTOue7vJ3M4wiP7KT3KUSpk/zUahp1nXFHtfxVtMGxl5Oc+F6Yuu0lTpP8hjXAarT+j03hnI61J47PORHeNh/5wd6FFt3MPVGrmHruQgQgSDQo7KMc3JDlBXtGkWT+v3X1Lnlca1l9/t2iETCNuxH3O3Fhz/4Efz93//9goy/W3k/iG4T6XQa+/c+gFd/9Cp2uA8irN9l04Zmr9LLZeZOUF9h1jPYqY0RRJfR7DAR0HYJiBwQkVxPbcTMss1FIdutCgr1gomxl9ML2u53Iai7LxSuVVhzFC9BpPdmkgRZQN+2GF8LFpcWmfECD5Zsru168pydjeBvBHLR5UHmWc4DhesV2n1RJFxIUZrJnC9i5m0+W4PXqSe7/Cm1xYGonfhTKkIDtPhXkAmSGyLULx9A9t0ishcahbmVaf2u5waBiNiM+9CHYfzsz/wsvvvd77Zl/D8OvB9Et4GxsTHs3rEHF85dxE58CGG0f2vYqtLuV/XMTmVKh5anq2BfQsXQ/UkWaPuTCnMHuGsIqU3O3p+dBYlg4P7ke/49uiKI+Gq6UvdyK+ebIaoCBvcmW9oNe4mbBdAAXdCZVRu2wceCJdjnQ88mfiwnRR9dpIiLtP1+L/hTKnq3el8mUw+kbd3mIvCfTe/WGGILFMQtGDWNvxyS0L8r4dkupnOBCGCt3e+WesKEiAR922KsnkD2i5BDdK61dQc3/m2GZZitqs2Sau1AIAI2YBeGsRK/9Eu/hMcff7xtr93N8FH54WEuX76Mvbv2oZytYLfyISjO4mxRNRvXa1kDU6/nWKAYGwmhNF5F8UYValRGoNc35y5itPmEDbNssWper+OLSejdFMeZ715pafNtFEwIEp+Ts607yJwvQsst3nbhfLiVhtXWnRafXq9jaTbLKHGBQzW84CDWszn4bp1qlf0/L/Kj2eQulTzbwfJO2JoNLWtwsdN5KypTOrN7lYPSnJy2fAkFZtmCrTuILg8i0KNi/GQGru3CKFksWTa7GdhCJ4MIIVjjboUMBYcOHUI+n8cXvvCFBX1P3uEzwvAI165dw+7te1DJ6NjpfhCK0RmNl2u7LTer8ZMZ1oiCiIStcgFgcG+SecOKPuE9FfQ9m6KILg+BJxzLhWO7MDK1LnS1wsxq2psNYe5EvbC0MqVzpdOMLA20NM/gAT1vctW10jYcZC+U2uKTvNAYJcvztRSzESSCxNowV5lRPWfCNhwIMrlrWZ/QoZ0Nx3KRu1iC67h099T7G5+3RFQEWgTePAfWPo8vriC+utG8KLk+wnYZy5Ma0k2Jh+yFUlvcV+4WQghGyAaswVY88sgj+JM/+ZOOjYUH+JkpPMbk5CT2790PS7OwS/4gFOKxjky14EvLGEi/09Ce5S+XW1ouJ9c37PXiq8PIXS0jf7XM1WSmJGQIAl0sEJGgb3uc6ch4QwqI6N+dgBrhr3Jd8omes2e8HaIqUPcbjs51IhCoEdn7Fnc15IDIlbOMY9NgzpOWh3egZ+P8XZSMko3ylIYVPzWwaA4dN4MI1MM/PMRvsSEIkL9aRjVNdw8H9iQQGmh8nmbJx9iLaZQnaILHqtqetP1bSlazQPro0aOdHo5n4W+m8ACZTAb7dt+P9HgWW/T9kCx+Ap7ypMYs3gpXK5h8LQdBFpBYG4bsF+FoDlzbRXRpEH07GsWRwT6fJ7MzvpiE9QeX4cyTV1CZMeHaLqbfzKE0wV8GGqBd3SZfy7V0x+OFzPkiuzHwgBqREV8V5irbL/kE9G2PdzTgmQ/+lIrIUn6K9eACU6/n5uxs4CXSTR7Gc8XSHFz6f8YQ6vEvilf0rXAdYPp0nu2gepnmBVZ8dZjZDKoRGZEltKNvoEeFWbagZWlArWUN6p5RgwfXGoAG0iPYgN/4jd/At7/97U4Px5PwMRN7iGKxiAf3fxATYxPYgQehEo5XzqC2eqJCIAckzLxTYMFbZUZD4SrdihUkgviaMKsKDg35W7amlJDUsTbmgkQgiARW0aKWSbWW5DwFRnXUGF2MeTErcTtERaCZfz6So4zKtI7RF2c6PYx5YVZtjL44A5MTr/PC9QomT2U7PYx5IwdFT3j0zwerYsO1XYg+YV7uOJ2yuZtNfd5WwpKnCqpDAz42Nwd6VAzel2RznWs7dVc5VGZ03Pi3acCt1xY5XPUkuBUrsB5LsRq/8ulfwfe+971OD8dzvB9EzwNN0/A/fOwn8e7Zd7FTehB+wllF9GwI/c8s25h8LQvHbEymZtlm21KO5eLGc9NsVU0nB5qpEWSC/p0J5mcd7PO1ZJ4WOntd10OLqojIkgAklSNrtSbkgIjerTEoHMo4lIiMyFJOrwXeFltuzVeel3HzMs5Z+BMqwoN8JkiS6yJcWfXNJjTgR7B/ceV4voTC6oN8cQXDD/S06JmVrch9qgAAIABJREFUED2mZQ1MvpZl53XuUhnVmVqRf9O5XrhWYbsC5B6dOzoNIQSrsQWDWI5f+MQv4MSJE50ekqd4P4ieI6Zp4hMf/wROvnwS2/EB+Ay+iu9uRmJ1GD0b52/vVZ3RUbxBt90c08XYy2lW2NhcyCjIAob2pVpW8aGmG1NzwePdovYoEAQCW7O59IKuY9ZaqvOWhQbo+TD2ozRXAZMcEDH8QOrerSAXGVEV0LOpM02X7pbE2jCS68J3fqCHKNyoYPJ1PhrwzCb9TgGZ8/w45Mwm826xpY6nXahRGXItGFajcktGObIkwLT7ZtlC9kKRubvOvF1o3O8sd15SHzUmY3Bvkqvr9WYQQrAOO9CLIfzkT/wUXnjhhU4PyTPw/csuErZt49Of+jR+cOIH2BX4IMLE+96nc6F4o9IWZwJLs5nGqzRWRe4SlYE4loPJ17Ns0pF8InOeEGQBw/t7WOvXQI/aUgw4lwK1QErGhoPLcOOlaVTSJhdNKG5GvXUsj1t/VMpDuAqgAcA2HeQulfn7zl16XfH0fZcnNf7s42rfrxKWuJMp2To9P+SgxGfwVvvu1Zg878WXGpNZ1liNyBjYk2BSw+iKIHOmsjQbpbEqK9CdeiOH/GV637INB+UJrS33Ez1vInexxKX/+GwIIdiA3Yi7Pfjwgx/Ba6+91ukheQIOr7DF5wtf+AKOHTuOLdiHUJX/ANqXUEAEArOywD6uLp1E6t6WheuNLS7XdjD1Zo61rZV8ItNci4qA4ftTLMAO9vlaWsTKQWqF5FguHMeFkbu1BlpaNbJQn64tiKqAno1RFkjzRnIDn1vHjumiNOb9IqbZ2IaD9NkiFxZ3dfSc6Xm/6JshyNTpx5/kSxtdJ7k+gvAwf9cmw6l1sZ61iPGnVOZepEZlDO1LNgLlZUEE6oGyblOLU9IIlHMX6f3H1h0UrlcWvgmXC1Zs7Uso3Es7BCJgM/YiZEfxwQc+hOvXr3d6SB3n/SD6DnzrW9/C1772NWzATiTQ1+nh3DNEJEiuDSPY19kbg+tQfdnNAmzbdDD5RpYF2ILU8D8VFQEDu5JQIzIrKmyOoP0plclEvB5AA3QyH/tRGlrGm01V7sTkqSyKHPks14kuC7JdEa4gNR9xzu7F4SE/d3p/x3QxfjLT0LxyxvSbjaDR8xC0SKtCQ34IMkHmXBG+mIIlD/awQDk04Gvs3ml2bTe1Fii/OStQvtoUKHdw94YI9fsun9arzYhExBbsg1Nx8dEPPoRymS8v+HbzfhB9G55//nn8z7/261gT2YQBsqzTw2kLru1i/JWMt7dXXZq9qk9+xdFqY6vNdDB+Mg1/QkFiQwSO5cKqVZeLCs3q1jPaQWsSMTXNXja6PMiq1gWJtEWTfS+oUer3y+tWHxEI3Q3grNsYEQj8KQWCBy0b74TsFzGwOwmZMy23L6nSHSTOqMt9ePHlbqa+W1GfZzqNqAjMDg4A4qtDrIDQn1AwuCfJxqmEJDZXE6l1vp5+K8+a+Ni6g+KNasMyzqNTkevU7rsc7n7dDInI2Ir9uHL5Cj79qV+B4/B5D2sH/N1FFomrV6/iYx/+CSTRhyWFtZ0ezj1DBIL46jAEicAxPTrTzAWXFuFZmoWBnUlU0nqLlu3aD6eYTZ+WNVCZoosFQSII9KgscIosDaJnS0Oa0+yMoYSklq5TC2LfR4DUhghCg3xmJpSwhKH7kxA58StuxnVcTLyahZ7jT2JgVm2Mn0xzY3FXZ/rNHMpeXrjfhsSacEtTKp4gIkHPpuht7frqDkd3uxhu1l4rIQnxVY2i+74dcebWpIQlJNdH2HxqGw57Ty1nYvzVDAuGM+eKzDNaz5rIXizB5vm+BbD7brDf17KY4JUACWEz9uJ733saX/7ylzs9nI7B3x1wESiVSnjowx+DTBRswh4Q0vlV/L0iqrTFN++aLCIQgNAMkaAIuPR3oywTDYBmImpzrZ43UZmmW7GORbdm6+4XxRsVZGqtVuv6cNemr+NPqi2WbcMP9LBJL9CjIr66cZMI9KiN4p2aZeCccIGJV7NcNBe4GVbVpu2nPeIxOx86vQNxT9QWkV7NuN0OXuee0oTGVWv4Zuo7j7drglSXxTVfF4JEWIEeAESWBliNij+lYmB3gh1LbYwwmQKRCN0JrL1U4VoF1ZpUrZo2cP2H06xgr3C1wqQyru3CLN3c9cKxXBSuVgCX33OoGSUkQQ5Id34gByRIL9ZiGx577DEcO3as08PpCO8H0bNwHAef+uVP4erla9iK+yERvnR8t8Kq2pg8leVWOlAnvjqE1MYom/jdu8ye2IYDs0wnbddxkX23CLNMs3v5q2XqBVpj5kyeFUa5LlqqthNrI+zmEh7yY2hvkh1LbYgw7Z4cFBGsuY9IfhFySIRju1wGQwC9sfHUnbCZ1MZoS7MgnhAVAcl1YU92D70dkk/Ekgd6mBcvTxgFk0vryTp1WYcSkeFLKGzR74sriK5oJAtSm2IsGA70qOjd2tipU6Mye55VsVAabyz+p17PoXiDLjL0nImpN3JsXqvO6LcMjueLGpMxtJfP3a9mshdKyF/tHh3xMFmJYazELz38yzh16lSnh7Po8H02LgC/93u/h2eeeQZbsBeqyXFlcw01KqNve5zv7FsThesVFK9X7nkLcj5U0wa7EVVn9JZinRv/No3KFM2mVGZ0pM82/Fltw2G6biUkI1KrlI+vCmH5Q/3M0s+fVNC/q5HZiSwLsOBbVIQWaYkgkY4XlYUGfIiNcNpcBUDuYgmlUT4ziyCAIAkdPwfmi6XZmD6do1l0DlHCEno2R73xvRO07CqqUblRsEaA3i0x5l4RWRbAwK4ElLCE/u1x9G2LwRej84kgkZZivspkFUaJLhbKUzrGT2bYsem38myeMys2800GavPcIuRm9HxN1sHh7tfNCA34kNrAp0xoNmuwFVE3gYc+9DGMj493ejiLyvtBdBNPP/00/uAP/gBbI/chTno6PZy2YBsO9LzJXfHXbASJgAi0ta2eN2+6BdlpbM1hXR0BmnGoZ7DLkxq7Kc28XcC1f51iNyVLq1kx1ZD9EsSaG4kSkdGzqZER6tkSQ2wFlZMoYQn9uxLsOwgP+Zn2UZAIAr0qu9GKigBBbs935Trg+nwySha3wZytO5g+nedyR6maNhbeUmyBsE0HjunW3IDuAdIoUiQCgS+usL/9SYXJxgRZQM+WGAtyYytDrIaDCAT9OxINm7eIDH9dY+vS+cSpaYsr0zqyF0owihbGTqZx7V+m2VxTmdaRfrvAxlWZ1tlunGu73rNRbLKL49L/ehZmxYY+j8YtXqZufacVDXzi4z8Py+qOzzUX+D8T28To6Ch+6ZO/jEGyHKnicKeH0xaIQGBVbeQucWJzdBviq8ItwSQA/pwhCA1mXduFnjXZTcos2y02cemzBXajq87ouPbDKXYs+26RbaU6lotqWqeyEACiT2Tb/JJfRHJdhN3042vCiK8Ms2ND+1OQahZvkSUBRJfTzDIRCaIrgi2FQvWOkwC1V6tM6yhc4zOTq8bkli1s7qidQ57IiM4TNSojNsJnp1dbd5C9WGLzjRKWWIArqgLCSwKN7ndLA8x1Qg5KGNidYBadPRujSKwJs+f1bolB8tNjalSGWssSu44LW28s9CrTOpsjXNvF6Msz0HJ0wV64XsHM6Tx7bOZ8kUkorIrNFvZWhTbFmi2HIBIBAQHxUELidqgx2m2Qd1mHnjfZb+oF95R7RSYKtmAvTr5yEn/4h3/Y6eEsGnyfhW3CcRwc/MVPQjBFrHG3dXo4bSE06Ef/zjiXN9ubkbtUYosBQSIY2Je4wzO8R2jAj4HdiflPmE3rBKNoMdstq2pTZ5La8dzFEttmNYoWrv9wmgXq2QtF5K7Q788xHeQvl1k20zYd9jhBJPAnFJbdDvb7EF3WCLCXfqgXwX6a9YquCNJzrEb/rgR8cRoE+JNKS5V+ZGmAFSpJfrGlOl0JSyz4JwIWVO8rKgKzzuIR2S9iaF+KO4s7gJ4/C+XNXS84BmiTlGaZgj+ptCwKg02dUWMrQ6ymwZdQqGSjRt+OOMJDtMlTIKVieH8KwQEfBFlAfHUYoQF6TPKJCA/52YKVCIRd447poDyl1bqGAPkrZVakaFVt3Hh+mmV/c5fKyL5L5WCu7SJzrsiudaNgtuxy2drdda2MLg+ib2u85d9cy4XrunddX7LY6DmT7sZ0iawjOOBD/674wrhALTJhEsNqbMZjv/8YXnzxxU4PZ1Hogp/t3vnqV7+Kl15+EdsC+yAR/gpfbkZ1RqfFC3zMi7eE1CQbtuGw5itKSERqQxxvP3kFWo6fbaPSeBXTb+UbnqaLiK057KbjWLRbX31rvTyhMf9S23Aw8WqW3dizF0q0UAj0xl7NGCzArkxprMU7QM+55uxZ8wLOn1Qh1oJXNSa3BNipjVHWZcyfVDG4r1Gc2bcjzrLkarTWxrcWrMRWhliQI/lEJNdHGsF/n69F2hJeEoAgE1SmdJRGq43sOqHBU/15ok9oCfSkgNjYfhdJiySmE9kjS3Mw+Vq21ZFmIWn6iHVJFUA/e/OWuhRo7IIIEmnZvVBjMuSQBC1jIHO+iNCgn313gV4V/hT9nURFQGJNo2gyPOxn3TAFWUD/zjjzgI+uCLKAlwgESz7QwxZw4aEAUhsbwXBqY5TpgOWwxIJfAJB8AvvtHcttkfmURqtMjqXlDEy9kUVsRQhqRKKNTC7TRameNzH2UpplqfNXyi3XU+FqhR0zShYraK6/52JSGqti6q1cy78tZn1Ju6g3p+I9Gw0AWtpA/kp5UXTli8ESrEICvfi5//ETyOfzd34C5/B/Bt4jr7zyCv7T4f+EldiIQDV65yd4HQIWdNY1tzwTXR5E77bWzEldD22X+dG1EpHQJjIcV/kDwNhLaRSu0wDBLNst2bH8lTILQqppA9l3GzKiydeyzM6qPK5h9MVGE5yJVxtNCLScganXci2vWbcptHUH5QmNLUJs3W7oNkmr/ZUcFJmNlCAJNFMo0Sx0sN+H8FCAHevdHGPBWXgogMTaCHvNwd1J+OI195VhP/qazsWh/Sm2bR8a8mPo/hQ7NrAngVA9i9mjYqhpYdC7NUa3/9HYmq4Hp8n1jTbqcqhVChBfHUJ0eRB6wYSgEAzsTrCMa3RFkMkEBJlg8L4kc8KILgs2gkoCDN2fYgFnZEkAfTsan2l4f4oVqYVmuc0M7E6wANSfUjB4X7MTTRShQXpMicjo29rIrMWWBxGqfU9SQERsJMQCVzUiNxw7CF0M1e9Kru2yhZ7r0AWcY9HfW8sY7JxxHRdTb+VgFGv2laNVTJ9unEPXn2vogMvjGiZPNTvvFFBN03PYKJgtRcPlSY0t3B3ThZY1MfriDKppgwac/MScDNtwYFXsFjtOL9aXzIVAr4qBXUnuxj2b5nt1/VrnGUIINmA3crk8PvvZz3Z6OAuO+Nhjjz3W6UF0ilKphAf2fQBSxYd17o6u8IOOLKFBQLFLOiPpBRNG3mwpchEVAX07Epg4mVm8jNw9QEQa1FiVhhSDR0RVWJDCMNcBC0hcBy1Fc1bVhmM2Muj1zCAAGIVGgaBjuahM6Sybo2VN1kzFsVwUb1RBJIKh+1LIXigxSy7XcVG4XmbnkV6g3uL1QL0yo8Eo2axgS8s0nFqMogWjSDtrOpYLo2Cy39cxHBgFE47pwnUBW7NZQAbQjKStOyAgcB2XLa4EkcCq2LA0G4TQG5KeNwGXHnMdF8F+X03zSo+5Di14s3Wn9n3QjLFeqHX9JHTBwYrGau/nWi4cx4VVsdn3aGl245hJH9eQFFjQa5/X1h1Up/WGa01ar42FvkbxRgVu7VQvT2gsc5haF4GeM1nQoGUM9ju5tovypMZkBUbJglGofWezupjautNyLVlVm/32rrOw0gQi1Ow1vT/13JL+XQkQgf6mckBE/84EJl/NwKzw86HMWpE5z3NqM6FBP1IbInRxyOECrRmJSAghghOn/wGrV6/Gli1bOj2kBYO4rsvdz3X8+HGcPHkSDz/8MHbs2HHXr/Orv/pr+PZffRv7xJ+AYvHZOW42gkSghOWWDCGviIpw0wrxQErG1s+swhuPX0Blho/MbrDPR4sAOdoybUaQCIbuT2HmTJ5l7riDUE2sWba4DYBEn4DUughmzha41ITKARGO5UHnh3kwsDuBykyjUyqP+FMqjJIJW3O4nE9nc6t7BU900727zjn3dUyI13D2/DsYGRnp9HAWhI7sHeRyORw/fhwrV658z7GDBw+CENLyXzze2G48fPgwYrEYjhw5ghMnTuD48eN3NYann34aTzzxLax3dnZHAE1optCx3K64CIN9PgzsSdx0q45HDV95UuNqvLNxLBdTb+SgZfm8yQIAXJo95jWABqi2ffL1HJcBNECzh7wHO+lzRbaTwSvVGZ3bc2g2sZEgs//jmeZ7dzdovQFgFTZDsX14+ODDcJzuON9m0/Zf6tChQ7c9fvjwYaxYsQJ/9Ed/hEuXLt30MY888gitFq79l81mW44/9NBD7HHPPvvsvMdYLBbx7z/9qxiUlqOXDM37+V4kNOBH/85EV1T4AkBlWsPMmcJNA0+eNHyhIT+S67rDUL8uHeCVZusxnuH5GhcVAcn1Ea59fusyHd5RYzLVw3t/Gr0txbEq0u8UOj2MthFZGniPgwqviETEJuzBq6dexV/+5V92ejgLQttnskwmc9vjR44cQTabxaOPPtrut54zX/rSl1CpVrBG6B6dTnmiipkzea6zbHVITW94q4w6T5loq2pDL3KcvQVdtPRui7XYhvEIEQl4L3uQAyKWfKB3waziFhrHdqnLx702Lekw0eVBRJbw3dHWqtpUZ+6Am/n0ZtiaQx1PCN8LzDqlcQ3TZ7rH1SJMYliCVfj8f/g8pqenOz2ctsPlKXfixAkAwOOPP46Pfexj83ru6dOn8Z+/+p+x0tkIyVTu/AQOEBUBroOWoiteERUBQ/uSLRZZs+EpE61lDJRG+S7yJCKBrfG/DZ+/XEZpXLvzAz2MpTuYPp2DxWHHQoAWD06/lacOERxjmw5sk8/foI6tO8hdKoEQcDOf3o6+bXFElnHcSKmGYzq0cJh0h1sHAIxgAxyLqge6DU/+QidOnMDKlSsRj8dx8OBB5HINu6IjR44gl8vh8OHDGBkZwYEDB+b8uq7r4lf/3a8hIsYxhO4QuatRGYN7k9xnCevYhoPsu6XbLgh4yUTHVoaYdRrP2LqD9Nkity2bAboQ4LnJSh3Xdrlunw10x29RGq2yFtS8U7cm5J381TLr5toNJNdFkFwX7vQw2oJEZKzBVjzxxBN44YUXOj2ctuLJIPrSpUs4evQoLl++jFwuh49+9KMtxw8cOIAjR44wbfRc+eu//mu8cuokNio7u8LODqDZ5+nT+a6x+QFoEd7tLH54yEQTkUAJS6yLGa8QgSDY5+N++90XVzBwH/81A4JMEF0WbGn6whvR5UEkN/BfJ6CEpdvumPFCNyz0Abrr1y3FkgBQuFZu8drnnT4MI4Fe/LtP/3tYFj9N0u7EPV09hw4deo8G+sSJEzh48GDLv42MjODIkSNzes0jR44gkUggFqPVtkePHsXKlStx6tSpe7Kzy2az+M3P/AcMYwQBrQuaqqCmHbZd5sHKO8n1EdrK+srtraN4yES7toup13N3fqDHkUMSEmvCqGb4zn5qGQMTr2S5rxkQRAGBXpW6vZh8LpyL1yso3uj0KO6d0CBt9V33ueaV7LtFLP1wX6eH0RYkv4jerTFMvZ6DpfF5fdSp+7oTodY1nt/pFwD1vF/rbsdLl/8Jf/Znf4bf+q3f6vSQ2sI9BdFHjx59z78dPHgQx44du+vXnO0lmEgkANDOgvcSRP/O7/wOTMPESmy669fwEkQgGNyTQPZiybOdCQWFas4dY25BfnVmbj7KXs9Ed5Pfp1EwceP5ae6DT9dxW9ot84ql2Rg/efviba/Du7a+TvbdIvfXBQBIEQmO7UIKSAD4XhBYmo3yhAaH4wV/CwQY2J1E4UaF+9oaAAiSMJa5a/HIfzyMT37ykxgcHOz0kO4Zz21uzra9e+WVVwAAu3btuuvXPH/+PP78z/8CG6M7IJPuKCZ0HRfZCyXPZ6HnGkADQGVan1Pg6fVMtC+hILUxAiJ4M8ifFwRdESjEVobgT6mdHsb7gGbWkusjUEJ8ywjYdcHxZR5Iydj48HJcf24Kgd4u0Ea7QP5KmXU55R4Xnk6U3Q0rsA6iI6FbmmV7Koi+dOkSdu7ciePHjyOXy+HUqVM4dOgQHnrooXvKQn/xi19ERI1gSFwGAFAjcotfLK86ycq0tzvgzTWAFn0CUpuic65E9nomujKlY+zlNNeeygAgBUQMP9DTFUWrXVICASkgYskHeiBxanEH0OCTCAC6YJGZXB9Bci3nxV8EyF8oYeJVvnc4mgkN+BBdzr9TB1DboeV0UUBEAiXSqBuIjQQR7gtiBdbhL7/5l7hy5UrnBtcmFj18fPzxx0EIYbrpeldCgEo5fvCDH+DJJ5/EihUrcPDgQRw4cOCuGqrUOXfuHL7znf8LqwObYFboiaiEJQR7G0H08AM9CPTQLJUvoSDaZJMjB0TPZRRjK0NI8D5xNyFIAlzHhWPNbaLwcia6XoDXDc0YHMNB9kKxK4pWsxdKqM7wn82xdQeZ80XYnFrc1Zk5U4BR4Fs6AACl8SpKY/y7dLiOC7jgvoC4TjdoiJtRwhIG9yY9mTgSFVqnUSexNswcX3wxGf3b4yyGcmu/yQCWQ4UfX/7ylxd9vO1m0YPoz3zmMy3dCOv/1dmxYweOHTuGbDaLixcvzrkg8Vb8/u/9PiJKBLFsP6vcLY5WMfVmo+hr5kyeWaqJsgDJ3/ha+ncl4E9RCUigV0VyfaOqPNCjdqQ9p5YxUE17W8YxH8yShfTbhTlPel7ORMdGQujZ3B2Fq47losy5rzJQs1Trgmw6QAtWy5Ma10WeAL2Gu+E30XMm9C5YDAC0g+Hw/SlPzqvzpTyhIX/19gXqPGGWbZTGq3AX8bIXFYGdC3JQQnRFI7nYty2GyFLabEgOSUiubcgXzbLFijq1rInRF2fYrmz+chmVKR0CEbAC6/Gt//YtXL58efE+1ALQ9gjwXoPednL27Fk8+dSTWGqsva2lXTVtsGKX8qSG9NkiOzZ+MsN0x47ptjQJSKwJQ61tVYSG/BjYk2DHYitDUKP0mKgIkNuo/9OyRldk1QDAn1TmbRPl5Ux0abSCwrVKp4fRFuKrQtz7+QL0HBvYneBau1pHkAjCQ37uA53I0gBSXWBzB1CXDn+Sz1qb5rnUKFhIny10TVGeIBEa6PF9qQCgOwWFq5W2LJ6bd9YDPSqzOPTFFfRujbFjvdtiCA3RjLIgE/jiCvsui6NVFhdpGQPXn5tmgXLxRuOY67i3LCQewDL4EOA+G932IHq2u0Yn+f3f+30EEUYfltz1a1hVmwVrWtZoWd3eeH6GCf61rIH85cYx2S+yrTF/j4reLY2Ts29HHME+KidRQtJ75CO3ukESkaBnc7QrMjh1Aj0qAvMs+PJyJtqs2F3TOVKJyB6rmrg7qjMGJl7NdsX2riALiCwNcN/JrHijiunT3dHaWAlL3M7JzXOp67ioTOtdcZ0A9H4ZHvJD5rh+YDaRZYFbN8ep3Q4ln9iyqEusDcOXoH8HB3wY2pdkx6LLg/DFaRLLMR0YpYaD0cyZPEpj1BFEz5mYPNWYQyvTestj7waBCFiOdXjiW0+8x1CCJ/ieiW/D22+/jaeOPYV1kS2L0ljFqth0AqoxfTrPVmPl8WpL0UZ5QmN2W6JPZCc4APRsiSE0QC8SlkGrEVkWgOQXYRsOtVGL8G/0nz5bRPbC/AzlvZqJjq4IssUR79iGg8lTWe7bMwPdY28H0EX96Itp7nXqtuFwr+uukzlXRPEGn/Zjcrz1HiLIAlIbIxBV/kMDW3cw+mKa+S3zSHOiKNCrQpSoabQ/qSCxplEXNbw/xe49vriMxNrGLk+zu5KWMTDzToH9PX4yw85do2Qhd7FxLzbL9oLX9tSz0V/60pcW9H0WEv6vlFvwpS9+CUGEESv0d3oocB203DBKY1W2iqvO6Jh8LcuOTb6WZa1Lrard0lpW8okoXKdbOmpMQf/2OFt99m6NsYy2HBCRXBdmmXA1JjfspAg8k8G9W4srL2eiu4VuuInWiS7vnsVNtyBIBMn1EW4zuLMRZMJdUV4gJWPDgWV4+9hVVGbo7pljOQDprrlVVASIinfmMzkktdybmVMYoVrjugw0ujyIvu1x9rzEmjD0oonSuAbXRUstWfpsAVqOJu1K4xpGX5hhx7LvFllCz9YdT9ni1rXRf/V//hW32mjvnFltZGpqCseeOoalWMNde29bd1iG1azYKFyn+lo1KqMypbNCr2pax+hLM2x7pThaRbXusSwQCLLANErRZUF2oSphGcP7e1iQFF8VYlZAgiwgNhJkW8VySGppCdtOK0BBIujbEb8r716vZqLzl8u0ZXkX0L8zgfBQF/jGgl8Ly5sh+UUM7UtyH3y6jgtBJF3z2wzuTTGHJ64ggJltkp+5wMzpPNfZ29n0bY8zbW/bIPRarCex1KhMNcOgC6rmBWJsJIjUJlpsTkSCgZ0JVkulhGX4k7XzxqXZ4Pp9rTyhIX2uUZ9149+ofFRUBcgBsaUleDXNb8vzfiyFDBXf/OY3Oz2Uu6JLprBWnnjiCYiCiH5y91por+GLKy3e1nBbs9vVGZ1ZRpklC9Nv5VmAPfVGjkkmzLKFyTeyTOxvFC221S1ItHigfmOLLg0guoxW4Io+AUs+0AslTIPqyNIA4qtCAGiQElsZYpOGHJTYahqgmYDZxR2O5WL8lQyq6fkXSHoxE63G5K7K3k69kWuRJ/FM7lL3LG4c00HhWoVb39g6rkMlb90SrE29keuaYm8Qer/x0vx6L0zOExZcAAAgAElEQVS9lUP+ys2dOohI2D0NaC10l3wikhsi7HtIrAkjvppKKCS/iME9ScgB+txArw/BAXp/pj7ohN3zqmkD5drusmu7GPtRGnqeJryK1yuYOdOoDcheKLH7saXZN7WBlHwiwsMBCHJ3/D4CETCI5fj6//anME3+6om6565fw3EcfO0r/wWD4nKI99bV3FPkr5Qx04ZCHNd2oedMFmCXJzUWLFlVGxOvZllwPvNOga2EHcPF9OkczJpG1qraMGoXOxEI1IjMtqiC/T7ERmiADQIM7UvBX9N9h4f9rMjSqthIrouwgFsJSwgNNBYKalRubMORJg9mD2aiE2vCLd7jvGOWre5ozzwrY8Q7juWiOFr11Ll/twgy8dQ2+71gFEzufpNbzaOEAD2boiyz6lVEX8OCTfQJLTsB4SUBNn5RFtC3rSGL6N0WQ2yE7r4qYQn9OxIsIA32+Vhm2IULQhpuFtW0zpI+9F6ZgVWl98Dsu0Vq0wp6j505k2f1JHrebLGktar2PXWB1fMmxl5Kd0UvgjpDWIGyXsL3v//9Tg9l3nTHDNbEv/zLv2AiPY5+c1mnh9I25GCHggAXzFLHdVxU0wb7uzLdkJY4lovJ17Iwazrv3MUSJl/PsteYfC3LHCuMggWjZGLwvuR7bqBySEKwv7HtltoUZVXGwb5GVbEgEYiSgPBymiVXIzJSGxuFFKFBf9PWmkAlI7XvT/QJC+JsMH4yg+IYn8VFswkP+7tGyiEHJAzu4V/+UIeIBME+H3f625uRWBtBbGWo08NoC5JfRGpjhKvfRUnIN93Rcx1g9MWZtu5ECVIjMyuqrZavoQEfs9L0xZWWToO9W2Ks8D404MPg3oazRP/2ONudVSMyEusa9wAlJLEeDo7pQAqIrMdD4VoF5ZqrllEwMfryDAtIZ94usOI6W3Mwc6bAkgnVtNHQE9ekF/cSDN8rUpMDGO/4SRBJ9OHP/vS/dnoo86brguhv/NdvIK6kECaxOz+YE3q3xhEZDnR6GPOjaZGsN2Vp9IKJ4mgVpYkqbMNB+p0CC7DL41pLkeXYS2m2Da9lDGaJZZRsVLIaBvekIPkEuGitQPbFZGZrpIQl9GyMMm18cl0E0VrwrYQlLPlgkz58dYhlKERFQGpjlB0L9KisOI0INNteD8Ylnwg5ILIFxs3kK9zB+/hrmBUL469muHezqCOqAhJrwl0hHcpdKLW4AfAMvfa9JTG7Hb6YhPUHlmHqdBZazmLXOxFoa/n6fK2EJRbwCjJBeLjhUR7s9zG7NVER0Ls11qoDriU2BIlgeH8PfLFaMDzob2mVHh0J0URR7T2aF7xGyWTSJS1ntpwvU2/kWOF9ZUrHjeem2bH0OwWW5DErNtLvFJjcRssYLOHjOuBSS0wE2giOSx3+LRjCCP7lX/8/7goMxccee+yxTg+iXUxPT+PXf+3XsVrdhKDVHV3jAKAypcEomB1d9bYT13bn5qXc1LrVtV022TmWi9J4BcP7ejDzVg5a1mzRI1amdRjFmq6salNv79rraFkDes6Ea7vU+qxk0QnVpZO9pTmwKjbVh8cUaBmafQ/0+iD5RWgZA6IsoGdzDNWMAVt3sOwjfQgO+JG/UgYRgOH9PdALJqyqjeiyIGIrQ2xC79+VgKXZsKo2/CkV0aUBVGdodiM2EmROLnJQRLDPB6NAP4c/qYAQ2vBHkAiUkMxkN6IigJCmhcQ93seNgsXetxtwukGWUsMx3Zommv+tXMdyue+8WMe1qcdyOz6PIBHWmU6QCUS1EdT64gpch35vckCEP6EyDW1kSQAu6PyhRmRElweZjCC5jmp7zZIFX1xB/644IksCuPh3Y4ivjEAOSNCyBtSIjIGdCZSntFq3XhWiIqCaNiD6RCRWh1GZ0uFYLvwJBYIkQM+ZIITuJOp5E67lwnUBq0rnUtcBtDwNXF2H1uFUJjU2XxWvV9gi1yzbLXO5ljVZJtixXCYnBOi1MNd7olW1W57LPS6Vl2hZ/jTEt8KPEEZxGb6gio9+9KOdHs6c4T+d0cQTTzwBAgHJykCnh9JWmh07eEcOiG3pImWV7LvSRdu60zIpV6Z1NhFXpnQ2gds6zZLXH5u/UmbFmbbh4Ma/TbOij6k3c5iqyVdch8pX6scqMzoKTQ16qtM6bJ1O5q7twm4KhiS/1GizGmiVtsRGQszJRI0pLdZHqU1RRJYGa8dkLH2wl71OamNjy1wKiOjflWBZzMiyALNFrFeUKyEJckBEoEdtmPoTWkha3x5VwlKLq0r9RgvQTGlzoU5z8yAitGpgm4tvFopAj9rSzOh9vIMSlpBcF77zA9vBLGtPUW3oaQWptbhMicgsGyoqAgK9red6vfBMVAVElwfZlnpkiZ9JEWbvZEWWBth1KMgEg/cl2XvGRoLo3RZj4xze38NqSEKDfvRsaiSEUk1aZTUqs9bLAA2wpdo1CqH185qVRo2DVbWZjapruchdKrHCN6NoYfxkGpZmo3ijgqk3c8jU6mKsio2xl9KspXPhWoUV7DmWi+y7JZbo0HOtiQ0919iNdDtUz6JG5a6RqQHomqLcOvUCwz/92p9xVWDYVUH00W8cxZC8HCLpjoJCIhAM7GnY4XQDUqAWgN3jHOolh47yhNaSEWiWr5hlq6WoJH+1zCY/LWu0bE/OnMmzx1amdUy80mjQM34yw9qJV9M6Rl9s+ICmzxZQHK2w95s+nWOte0vjGruZuZaL6kwjW2YbDmyjPhETWiAal9G/KwHJLzJJDBEIgv0+SAr9259QW25GPRujrDg02OdDakPjpt+3PQ5/bcsx2Ke2NA8a2J1gMqVAj4olD/awY71bY4jUnGHUqIzB+5IsWEmsCbNjUkBE3/Y4C84jywIssBAVAfE1YUi1zxHs9yGyJMA+U2JNmAVL/qSC8HDzoiXItphn33zDw362xS0HpRb7rGC/j/mfS36xpbuYP6WywElUBFrNXzt9fQmFXeeCTL/vZi/Z+vcrByUs+0gvew810rDWAqHvX/8ulLDU0rksNOBrLIRCUktwGBrwsd9bDkot4w4N+tm45YDIvvv6sfr7S34RsZUh5u4THvKz9xB9AhJrw+x6DQ/7ERzwg0gCRFVAz6YoG1t42M9kVUSkVpj1zxte0toufGhfkmlmw0sC6N/VOL+GH+hhmtnQgB8Dexp62r4mPa0voaBvR5Mf7+oQOyYHJSTXNbTOwT61UW8hEfhTKgSx/pkCiK9uaLzrFqMAdVowKzUJge2iOFZlQW1lSkfhaqX2JGDyjSz02iK8NFbF1Fs59jqjL8wwiVtpXMP4ycYcMfVmjnXQ1XMmZs40mmoUrlWYntfSbFTTOktC6HmTZWldp5btdWlXSR6lDrdCDrQ2NusGUhsjCC/hTOp5G4awAsVqAf/0T//U6aHMme6INgFcunQJF69cxN7IR4DinR/PBYROsGa1e7bWqzN6W6ygvOLQEehR4dju4hrYu2hxzrBmbXE2B+3N47INp8XqqS4xoc9zqNUSoQU0za/p2i7Gf9S4WeevloGrjeFc+9cp9v/FGxWW5QKAiVNZpmmszBgwSo2AIH2u0MhcFUykzzZu+qWxKst4WbqN0liVBSV6oaGTdG0XesFkxxzTRX0v3HXp589dpgsVIjQ1xCBUy17/W1RFZlcF0Gx/NWMAsCH56c23OEo/V7DPB1t3YJYsyEERoX4fSrVjoQE/ypMajJIFOSAiujzIWueGh/zQcgaMogUpICI+EkJlii5qwkN+WFUbesGEpIqIrwpDyxqwbZd2MHVpVT4RaGBHasFooE+FpIrQsgYEkSC+Kozpt3KwDQf+pAo1KrPzITYSgn22gKpmQI3JCPT6WNAVXhKAY5dhVmwoIRpE18cd7FXhui6MogXRJyLY62NBnxqT6UIgS4NKNSJTewe4EH2NgmhCarsQtWMgBFbFQvZ8FYIs0Ou4dinbhsPkDHDdliymWbJoQ5AahSYpgJYxYGuN8zb9Tp45CFVn9JaulfQ7cmvHDIy9lGbHJl/PsfNJyxq4/sOG1rY5MDXLdutC95VGPUe93qNO/XsG6G5Vseb/D+A97ZP1XGNB7pgu0LRb1Q65iOQTMPKzQ7A1+7bzpyALCA/6Ubhe7gopYWlcQ2m8O6wu61QzRtfUewC0wDDsxvHMM8/gp3/6pzs9nDlB3Oa2Nxzz9a9/Hb/9+f+ID+LjELrFwb/LICLNHrfDOi2QkrH1M6vw5n+7iPJE5zowJdaE4dhu1xRIdRuiQgO05qzg+3iH93+fxac+d57+9mUUr946qBRVag039VauZVHNNYR+rm7KsHcbF90zyATHkS1muGiW1zXR5t/+zf+NJPq7KoCOLAt0jY8qAARSKt2Wb8NHsjQHRslC/+5ERyUdmfPFrgqgk+sjXbXl2bsthvCS7tFBEpHQItNusLaqech30/mW2hDxvL9yHfsOmlpbdzD2crp7AmgAsRVB9G7uHucugO6G8nLOzYUeDCJfzuH111/v9FDmRFdEaIVCAc8990MMhbunQ6HoExAa8LNt226gMq1j8o1cW7YGjZKN89+7jt7NcfhinVElEQFdYwVXp9uygjNnCswGqxuQVAE9m2KQusDijnnI5zq3k9RubNP7148Umd982RULthrF0SqzSu0WAj1qS4dg3gkjBgU+PPPMM50eypzogpkYePbZZ+G4DiLlnjs/mBNszaGV0F2UBXAd96ZtTO8WM291VBcdGvBj8L7knR/IEdl3iy2aTN4xyxazAuwGzIqN689NdY1dl85hp7/bkX23ODf7zg7xHn/oOxAa9GNwT+KOj+MFW3e6SkMM0AYxt2prziOEEPRgAE9+56lOD2VOdEUQ/f3vfx9RJCG73bOlUW9D2i2wCvw2ZtA67dBRSevM/qkbEBWBOTR0A0QkiK8OM9eHbqEbirzqNDt4dAOCRFq68XmV8RfSc1q8VNM60me7Z44DaBFtpIscLQAApLt2DFIYwNvnzmB8fLzTQ7kj3N9dbNvG3zz5txgIDHd6KG2DiARD+1It9lS8QwQC13Hb2iTCsWgWWuhQkGRrDrRs92xFB3pV9G7tHr2gIBLIAZGL4pS5IvoE9G2Ldc3CQPSJEOXu+CwAtRjs3ezdRl9SSJxX0sHWu2uOA+iOqNclN/NlYFeCv67GtyGBXvz/7L1pkFzXeSV47ttf7ltl7SigiiA2ggsWiqRIypJIt2XLttQCQrIVjpA1MqnpHv/odoQQ/OFpT8SMZMjtjgmPezSk2h3d4Zhw0IC8jD1228TIam2WSALcsBEgCiig9i335e3z42berCyAQC1Zle9d4URAFPByuTffcr/7fec7R4CAv/u7v+v2UO6JwD+9Ll68iIpRRsrLdnsoHYPneph/N+/rsuB6YdccLF4sdvThZdddVJcN7P3cDiiRbc6gEiD5QASSxk/mtjxdw+wK2/WgwzFdzL+T92X5Vurvg9Tft/43ug1JNE6y0flrZSYdyAMqs3XMnvXnPSRpAnZ9agBW1Ya9DnWKyKDOVUKnPFXj6poDaIN7eZafOYlEQgIZ/NM//VO3h3JPBD6IPnfuHAgEaLVtcr7aDnjtDk88QI3JHadd2HUX4387BVFbX3alExBlAUpU5uAOasFzwZf0E2clToBuDHIflDsiE+kLcHaOXNvz7blRIiIiPRre/8tbMMtr31gqYYmZEvECJSJxpXxlFCyuej8AIIYkvv/dH3R7GPdE4K+is2fPIirEuZK2i+8Kc7XzB4CeRxJtVtGdgmd7XeFFO6aLubdyXDV+ph6MItTDDz811KNi6OlMt4dxR9gzs7BnZtf9PiJQQxMi8BF4xneG0fsoPxQiECBzIA7Fhy6zTdrbvaTtVmP5SgmlSX6ynEBjPeLoWUdE6sDadFnlAVEkcWvmJsplf0vIBj7y/P53f4BMhB9VDoA2ePGUnQGA6X9eRHVh806Fq9EtXjQRCX/ydg5fXMF6zsLCu3zJWUmagN7HkpA44URXZutYvsJR45rXcBX0mYeZpAnY9Qvrp3I00U0t/q3A7JvLzGWUB3iOB1EVIIh8PBcAmokG4Hu96ED/4o7j4MKl81BLkW4PpaNYfr/UZhPLA1zb64hl7Wp0ixed2h1Bz0P+bSDaCPLXym2W4UGHa/HXFGXVHEz9ZBmWD3neG4Fdc2CW7i21FiQsXS76bk6SJiCUUnH59M11UTkAQI3LGPpoD1f0B96oDwCw8F4BRgclZLsNDSFIkHH27NluD+WuCPRdcfnyZdiujaiX7PZQOgZBIlw9rACqNZrcvTWc9W7xogs3qyhc50ibUwDksMRVdl1LKYgM+tCtcDPUMw8Nzm3rMwRVo/8N3bk7X4zHIcb9ueGTwyISo+FuD6OjEBXBd+opTVUOdwNZaLNsY/7dPFybn8BTjcvI8kQjAgAC33DXiSSDSJujNBFCEEMSb775ZodGtTXw152+TjSbCiPw5wKxEUT6dfQe4mdTANBF365vXeasyYvezoXLrjpUJYETyGEJ/UdSHdXx7jYkXYQa9R83db0QIxGIEVptE1UBPQeiUAfSkHoytwXQKwNpQaF9FU6hAKfgT1qLIAtQE3z1fyQfiCA55p/q6EZVOZrwHA/1nHmbPrm0c6RDI9x+uLYLq2xvaj/rN0QG/BM7eHZnMuJRJPGD7/6wI5+1VQj0JXT27FnE5ARXTYXlmRoW3vPngrdR1BYNlG5Vt+zz7boLs2yj72hqe7LRTXk7n+z6OwGzbGP69SWuypzlqRqWLhe7PYzbsU63FKdchtNsrvFoAGAvLAGpBISdQ8AqHuSdAmm/wshbmDvnT0m4jSL3QRnLV/zTDLVRVY6ViA7p0FL+vpbWA6viIPdBmSvjouq8gXkfSZR2IpCOIYGb0xOoVPxb9Q109Hnl/SvQLb5Kga7twarwk+EEAC2pbGlwa5YdXPnrW8geTEJLbL1bmCASKFGZr+ZPj/JT4a9+qJ89EOE2usfK0qhjuli6XKLVnfc/gP3+B3CrVbjVKogsg8gy3CrdsLqmCdfkixMeBDimC9fyT3Qmxegzcb2qHCshh6XbNPHtGxObGle3IUdun1OQ4VouLI7UogAghCg8eJiY8O+1Fugg+tqVcWgSPy49AJUZU+PBL0E3QQSC7MOJLZd8ai4QZBsy0a7tYe6tHCyO6Bx6WkHyAf+UoDuBzIEY0vti3R7GXSFGoxCjK/oFPLctUy2mkhBikVZWh4Bas9/hMr8XbUNQFN9lpuWIhB0fy3IVzKgJGak9/vAt0BIS9h0bwfz5HOr5jT+vlt8voTzNj5oFAGT2xRDu07o9jI4iuTsKNcFP/KCC9rT42f470EH0zMwMImG+Fn4i8SWd5rkeJn+0sOUqCdtK6SDg6hwBAAhf1x0AFG/VUJrcOhpRJ+CUqLzbhwW4znIOznKrRCvrIvqPpiE3qUR3yFx/GPyYlaZOpgU4PsrcdgJ+sZoXJKqhP/v68qbNu3jRJm9i7u0cChP+pQlsBIJIuDpPMhQQEExPT3d7KB+KwAbRjuOgVCsBha0v328nli4WYeT5kakBaOZ2q2kC20npCPdqGHqaL23y2qKB3FX/8Dg7AbNo+U5q7E5oBtLNIHdlQL2yqRCgEnczbyy1JO5WkTrv1RXvt0DaczxUF4wtkb/sFoy85RsuvhST4Drepp1IYyMh9B3xR9Nap+BaW78ubTeWLhdRX/bXPb4ZEEKgQr+fid4KzM/PA/Cggp9yDBEIV+oIAC1t9hzcHvUUq2DDtb0tp3TUcyYWL/DV/CnIAgSZnwwGQDc7QSltrgxuXdOEkIhDyvaAhPRWUyEAeKC8x5WLfyOQFhMJCJFwxzrjtwNEIIgNh/h67hH4QuIulJFx4PM7cenUxKaoHABtWlt+nyNTHNDng19oN50CEfmTyFWg3c9EbwWaOxNd5ocTrSVlDD6R4Up2B26jYW07vsr24BgOxj49uKWObo7hcrXbB6jaSOpBf/OH1ws9o0D1of3ySnwYjcOeX2j7bxOiIiC9N0oXylVUDiefh2cYEHQfamN/CIhApbl4WviViITBj2S6vjEQw5Q7bxc3X42xaw6MQnA2Z2uBY7lcqREBQGJXGJn9fD3H1ftB9O04fvw4XnzxxU19RjOIlh21E0PyBep5C7Nv5biS3TGKFnIfbA9NwCw7uPydm9DT6pYG0XpaQbiXnwoIAOSvl5Ef54vOsXihiOJN/3KiiSTf1WZ9dQBN3wQIkkD563d4ULi1GtxacBrAXNvD9E+XAkG7WSusioPZs8sNU5zuQImI2POZYVQW6huWtVsJSRMR3xnmqm+ivmyicIMvTnRxsoolzioGKnRce3+8Y5/XifhzJTYUaeTzeRw/fhzJZBLJZPKuAzp+/DgIIRgf79yPANAgWoQE0eOHE+05HkyObDsBag4hhbav896tuxAEArVn61QI5IjElYIKADh1d9sqBj8LWKtjFxFFlk0WU/fmnDqGi4XzhVYGbYM7bmlkGNLI8Ibeex93h+d61Iipi3xbJSFBDksY//vpDRmsrIagCNAzKldNa4JEoET5iR8APp/jCjRMTU2t6z3f/OY3MTY2ds/4tBPYUBD9yU9+EqOjozh79ixOnTqFM2fO4PDhw7e97ty5c8jn85se5J1QqVQgEb5uAD2tIDbCDz0FAKJDIaT3bF95qbpo4eLpCew/PoJQZmsC3eJEFctX+NrtR4d0hLL8VHUAoPdQErHh7txPa+Ele7YF16gDAMSDe287ficbbyKJDSrHxsdGRLqptSdubfxDOgUCDD2d4crIQ5AIUg9Gu8aLXulQaG6SC92EWbQw++YyVw2galxG36EUV9l1JSpxJ1UqQUK9Xl/z61955RW8/PLLOHXqFK5fv47x8XE8//zzWza+dd/l4+PjyOfzOHnyJEZHR/Hcc8/htddew7lz53Du3Lm213Y6bb4Stm1DlPjRFgVoc5ek8jWnwo3KtjfhGQsmXNuD4IPmnqBAVEUIMl+/V+lWdculFe+GtTb4CQm6yVwpZceOrQqkZV3E4JOZlsTdetHIensRn/CmPSB3rcyXwRShlvPdytqqCWnTDoU/C6jnLEz9ZJErhQ4iEsghvpKLBASOu/br+OTJkzh58iQOHTqERCLBEr1bldBd96o5OjqKU6dO3fZvAPDmm2+yf/vmN7+JRCKBY8eOfehnnThxAslkEmNjY3jllVfWNQ7btqlEDUeozNa5y3B6jrft3EC77qK6bGDv53ZAiXR+U5I5EEN6L19d3flrZZSngsOlXQuqCwYtq/sEzQzwSki9WQCA897l244JffTYykDaqliYeyu3qRL9f7tFkx3igQc3/BmdRGWmzlWDl2t5mH8nD7sL7nGCRND3eBKu48EqdO7al0Mihp/t2VZq3lbDcz2urjuAyivOv7s1wWK3sJ4genx8HOPj43juuefYvyUSCYyOjuLP//zP2167mfhzJTaUejp06FDb35t85yNHjgCgnOkTJ07g29/+9od+xiuvvIKxsTFcv34dzz333Loz1rZtg4C0OV1JIZFZMQsSgbQiWyPpIjPhICJpexhImsjkvehOrnVM1ATWOU4E0uYWJqqtY6udxERFaHVnN441MxOiIrSV+uTGuIlAv4+nOUUGdMTHwts6J8f0cPPMLERVhKQJHZ9TabKG6rzB1XkiIoGo8nU/hXpUqAnZt3OSIxpItQh7br5tTlI6DaUvA1EBtfGu1dmcPNeDVbNb3yeK95yT0puGlE6DiARqhpZ6nQtXQK5d88V5ivRrkKOib8/TRu8nQd7++ynSryL7UAqXTk3Aqrkdm5Nje1i6XITnetycJyUmIXMgxteaK3Xv2tuyOQkCHGftQTRAA+eVGB0dxbVr19jfNxt/rkRH6rcvvvgijh07xoLr3/qt38ILL7xwW7C9EqOjo3jhhReQSCRw4sQJAFhX86Eg0BOxUoO4/3AKoQzldYZ7NfQ+2vohex9NMEWFUEZF/+EUO9ZzMI7oAM32aAkZ/UfTTDkqszeG2A56TIlI6D+ahtgoe6d2R5EYDQO43UksMRpGajfNVoqygP6jaSgRWmaJ7Qghs5eWcIkA9B9NQ0vIiI2EsePZHq7mBM9DKK1u+5zSe+j39T+VRnpvrKNzMgoWlKjM1XnKPpxA3+E0V3OKDoeQfCDimzlJCtrmFBuSkRhR2+akpijNItavIJmgPEApGmJzUnYNov9oGtkV477bnPp+aQ9CadobQH7tCHofjuKXHn3OV+cpPhpBYpd/ztNm56RnVAw/3YPUg9Ftn1Pv4RRcx4O5bHV0TmpUQnXeQKRX5+Y8qVEZnkclFnmZU2JXGENPZxAdCHEzJzkkQhA6SzXcbPy5EsTzvE1xIl588UWMj4/jtddeA0CbCQ8fPoxcLsd2A4QQXLt2jdE+jh8/DgCMFpLP55FMJnH27Nm7Bt4r8Qd/8Af4dy/9L/iY8mnYdbpLkUIiHMOF53jU7lQWWKeqpItwLZeacYjU1KRZbpM0Ea7jwrXoMUkVqKEBGqL5LuCYLs0SaQJ1C/PobgsePQZCLxZ2rNH84xitY3bdhed69JgA5iIlh0TYBs0aSLoIu+pwMyfP8SDIBIIobPuc9H4FBz6/E+f/yziqi1bH5qQlZBCRwCza3JynZqbANT1u5tTNa29DcwrJcB0CzwUIbIixKOyqBSIIkHQBrh6FIBEkkxXkrpVgNJrG7jYn5SP74TpAYVcMAvGQfPMW7HKDq11cvn+etmJOpgs1KsOu24BHtm1O4ayMh/+HB3Dhz2+geK3W0Tm5rodQRkVtydjWOd2/9tY3J8+j4zDLFjdzul67glvKFZRr95ZgPXPmDJ5//nmsDmsPHz6M5557DidPnuxI/LkSm2KgN1PgzQAaAF599VUAQDLZLtc0NjaGQ4cO4ezZswCAVCqFzUCSJLhOK9gE0MZBc20Prr3i2ArZF8/x2l678jM8x2MXCYA2u1TPXXVsJaIdUVwAACAASURBVJ+q6STWPGau8Rhax+yac5s8TdDnJEgERCBdOU/ikkVvfk1oja8Dc9LTKjzPQ3Xe2PY5sWMdPk930ukN+pwAyk91rYA9Ixqydc5iAUIoBM91YTsyUK7CWs5hFu2425zMn14EEUVE3mq8tjcLSBLs6XYb3fvnqbNzulND61bPSYrLAAHsBhe6k3OSwyKiQyFUFww4Bh/niYiU8mDXHa6uveYYeZmT67kQhbVx8ZuJ2nw+30bpyOfzGBsbY3/fbPy5EhvOkR8/fhxjY2N4+eWX2/795MmT8DyP/WnyUK5du8YC6E5AlmV4hK/GQiUqcSdxF9sRQs9D22P7vRr1vI1L35nAgS/s7Kjc3fKVEnJX+TImCfdpCPXwJXHX83AC0SGfqFCsBZ57m+6zW63CrVbhLOeYesd6HU29FXxCe3rmtgC6myACMPCRdGDs2dcCQSZIjIa31YUxlJGx/9gILp6aQHWx814DVsXB9E+WuGrE01MKBj6S7vYwOgo1LndN1nOr4MHDWkPV0dFRJBKJtibCfD5/W7NhJ7Ghu/z555/H6Ogojh07xrohm9J324VMJgPLMwGOAmlRFaEl+NFLBYDSZA2LF4td+367SE0PpBhfsj+dhhKRuJNGqs7XYXbA8njbsMrGu+1Qw7xFDokYfibb1uCzFniO0xZM+wWeB5Sma21ZraCDiARaUtlWiTs5SbPQVo4vs66tRG3ZxMzZ5W4Po6OQNJE7IzATBnp6Mmt+/UsvvYQTJ04wn5Ljx4/j2LFjLEvdaaw7iB4fH8eZM2eYI8zKP6slRLYS/f398ODBcI17vzggqC0amH+HL3kax+yug1J10cKFV29g3/ERaInOBInxkTB6Hk7c+4UBQu6DMgoTfFngVmbrMILkAHqHTDQ7ZFvwbAu24WLhfB42LxlBj+p5rywbBx1O3cXs2dy2zSncp2xpFhoAtJSCwacyTGGBB3iOB8tHEpidQGWujoXz2+vLsNUwUcfIrpE1v/5rX/saXnrpJRw/fhy7du26oyxzJ7HpxsJu4cqVK9izZw8exycRI/e2yw0MCLgSf1eiEiIDOpbf757+dSgj45HfegAXT0+gcLW66c9TYzJEVUB1wf8bOLHBC3O2sUrkF6gJGZ7t+Uor+j7aQQTaY1DPUYOk+1gfBIlg1y9mkdmXxDsvf4B6hxwKV0PSRGgpBeVpfrTkQz0qpJCI4sTm1wTfgLP4AQDOed/HZ778afzJn/xJt4dyR2wfaavD6O/vBwA4eoAyTfcAj4L2IITK3nQxg9FpK3CjaAUigAbWHjwnH4i0yabxgPjOMMJ9WreH0VEIMkF8JMy0W4MOQRaQ2R9v060NOrSUguGP9WwLnUPPyEwXeqsCaIA2mPEUQAMAkQiTZOMFmQNx7ozADNQxMDDQ7WF8KAJLgoxGo5AFGYbDzy7SrrtYvFDkqnnDLFq+KC8ZCyZcy6Pc6E2WPEVVgJ5SUJ6pd2h0W4u1BNLl2ToT3OcF82/zl30XRAGhrIrKXL2t+341pKFB9v/tyantGNqG4Bgubv73+W4Po6OwyjaWLlJjkq3ESndCc3lrk0lqTAaRCOrLt6uOBBWVmTr4IrABxZtV2mjAEQzUWNLUjwj0NiyTzqJq8hNEe66H2qIBz+HrJhBkYVubbO6ElUodkaHNqVDIIQnx0QhzgOIBVtmGkeenqsMr7LqDmTeW78m3bQbOfg6geYVjuttSqQr1KduShQYAPaMgOhggpZs1oKlXzBPMonVHudKgwvEc2LB8nYkOdBA9ODQASwpGWX2tCPdq0FJ8KXQMPpmGnun+nOrzJqyKjdFfGICkbfzSr+dMTP1okavNjhwSmfsUL4jvCiMxFun2MO4KMZFgvPX1QurNQurNgogi+7MSQQig5bCIvsNJCByV1dWEvOU0IkkTsOtTA7CqNurzW58dzo9XsPBe9yuKnUTvoSSiQ/w884hAEN8ZbllqcwATtNp7PxO9RXhw3244IX7KSwCgJRVmgckL5t/O+6IMaJYdXP7OTegpFVoHdaN5gKiJzPqVF1hl2/fd9+tt+JRCIoafoX0T9hylQYi9WQDwpYTdveDaHmrL5pZTH7YTSkRiFstbhdCAikiPhvf/8hbMcvDOux+wcL6A6nwwKHlrgSARhHpUCBxVSOugTIP7megtwsGDB7FUXOj2MDqKpctFymviCEbR8k3nfX3RQnXZwN5jO6BENt7M1Hc4yVXQWV82MfMGX5qp1QUDlTn/L5J3C6SlgX5IA60sjGO4WL5SYn0T9tw87OmZQAbQAJ1P4XqFq6pOabK2pX0gWkLCvmMjmD+fQ2Vqeyqx/UdT3JkxWWWbq/4jx3Qx88ZymwNg0FFCHpqsY2hoqNtD+VAEOog+fPgwDNRheP5fKNeD9TqS+R1aSkF8Z7jbwwBAmzev/7dpyLoEvX/ji0J5pg6z4u8s5886RE3gwnhgpcOg53iozNXXHXQ2zVr8BlERuHIr3A6oPQoEiWD29eVtS06Up2twXH7OkxKTkXzA31Sv9aLbfUdbgRLyOHz4MAjx79wCHa4dOnQIAFALd88Rr9OQwyKGnunhSvJJkIiveFrlSYNJ3oX7NsbVLk/XfE8VWA+ISDD0dA+0ZPe5651COKshtSc4ck9iNAox2j7e1RbdgkQQHdTpPRWPQ4zH1/TZnu3PplEtpaDnIb6kFXsPJbesvyAypDJjlcrs9lHkSlM1WFUHgs5Hc6EgEkgaP2ssAKT3xZDeG+v2MDqKInL46LNPdXsYd0WgybfpdBqpWBqF+jISyHZ7OB2BXXOwdLEIx+SnzFSdN1Cd91cDaG3GgFm20Xc0het/P7fujI4UEqGEpcDoRd8LnuMh90EJVpWfjUFpsorSpD+0bZvBh1u7+3ic0t1NiQRZQGxHCLVlE3ZhfZQBPwbSldk6N/dQE8WJypY4SrJmwpqN2sz2/WatZ50/7qVOoJ4zUc91v0+nkyje5Euwz/FsVFDE4cOHuz2Uu8I/6cEN4tlPPIOcudTtYXQMnku5nDxxBAFqEuEnHWKz7ODKX99C9mAS4cH10zq0hIL4Ln9QVDqFymydK44gddEOzn10rwAaoJvsqX9egl3jh/fI27OutmRuSZWqW82EWkJBYpQv6gNPld4mzJLNlbxdCbRX5H4QvcU4evQoyoQvUwU1IXMnN9Z3KIXIgL9KgbU5E+WFOvZ8ZhhaYn1FmfJ0DTOv89WIp6UU6Gl+6BxKTEbvowlfaMG6tdo9s9A/i4gO6lxxUwWZIDqkdzxhEMrI295M2ER5uobpn/KTqCICf42SSlTyTd9Rp1BEHqqkYXR0tNtDuSsCH0QfPnwYda8GS+KnNCMqApQoP00cALBwoeA721i77mL8b6YgqiIGn0n7KlPeDehpFXqan4XFs12YZRvb0ZOyVm7yZiHpIgafTHOTSXNM957GMUGCpIqIDYfQyYtOkAj6n0oBAGZ+vOQbpaOgwnOB2XM5rugcoipCifEVM5SQw5Gj/m4qBDgIoo8cOQIAyFn8SN1V5w0sXuBL2N4q2758+FdmTVx89QYy+5IIrbPJsPfRBFcuXrmrJSxfuTelICiwqg5yH5ThbRNDZTsCaddyUbxZhWvxQbupLhi+4a13AmbZxtQ/L3X0/IQHVepMeHoC1cXt57UPPpnmzgDMr+vRRlFbNLDwLl8V+TyW8PSzT3d7GPdE4IPodDqNxx45hAXM3PvFAQIRGraknEBUBGQOxCFuwilwq1CbM6l29Od2rIvWUZ6twyj6r1nrPhogtMy5HRUGp1CAs85Gv7VgtQuha3soTdW4CQDkiMTVc67TUCIi9nxmGJWFOqrTXWjAJEDhZpWrhuP4rvCWO0puKwh8pX7VCVS8Emoo4xd/8Re7PZR7gotf/nPH/yWWxVl4Hh8LCwCk98YCJc91LziNzIzgQy1Lu+5i/G8btI5nM2sOuiqzda4aOeSwhKGne7h5IBOBoO9QKvBlzpWBNBEJwr0aCCeuZOm9Md/1SmwG6X2dfW7r/SrksITxv5+GXe9C9cEDylM1ON347q2C1/jDCdSYjMEnMr5MUG0Ui5iBKml46il/y9sBnATRv/zLvwzDqaNI+Gn0yl+vYPl9fkrr8IDFCwXfuilVZk1cOj2B7ENJRHasLUshSLSJiBeRe7vuIHetxI1agud4mPrJYqC5j57jtLkRiqqA1INRbjY682/nUJrkx6G1PFPrmEtmdERjmtDlye7IAOpphTsznMKNSiCcTNcKo2hh7u0cVxudBUzjs5/7DCTJ/yrMXDyJDx48iGQ0hUWPH0qHXXO40ooGKEXFz2Ye5Zt1zJ9fxr5jIwhl7r1wEJEgtiMMSefiNqJueDN1bqgCALWV5inrZFcd3PrBAmyfbkbXC9f2uLrejLwFI795ipeWkCiNY7GOyq3uBXyhrIZQhp9mYzksctOUy+ABRoEfWqHlmShgCb/yq7/S7aGsCVys/oQQ/NpvfAHL0ly3h9JRxIZDXMnWKBEZ2YcTvi07ubaHqe8vwa476H/y3modjuFi6seLsCp8BDRAQ+aOo0UzMRpBuJ8P/iMRxds40kEGEQl6DsYhh/iYU6fk7QSJYPBjaYiqiGt/M9UdGkcDS5eKyH1Q7tr3dxrxkTASY/xIKoqagOwjCa76CpZA47hf+IVf6PJI1gZufvlPf/rTKNg5GISf0qBjuVxlo42ihckfL/q67FTP28yEZa20DsLNXQToKQV6wDrxV/KDBWmFqQ8BiNQyXBEVobWBI1RHuvleSROhRFqlQy2lQJDpayVdbKug6BmVWQZLutimNxvqUSGHRfaZKwP4UI/K+NmiKiAyqNOmoFQSekZlZXNBFihNqDE2Pa1ASynwHAdyRMTO53uhROlYtWRr00MEIDqkM6qHGpPbxhYZ0Nm45YiEULZ1LNyrsQydpIttx/S0AqkR6Iqq0LbJUuMyOyZIhP5OjZ9fDovs+4hA6Jgbx0RVgKQKcC0XntdojGqeNpG0ndOg3F+S1pC32ySiu3T0Hkzj8l/e3FZr79UIyu++HixeKnJFkySEwDEc1nPEAxYxjSc+8gSSyWS3h7ImcHObfPzjH4ckyFhw+aF0VGbrvtNW3iyCIM1VmTIYrSMydPesbCirYvDJzDaNrLNoC1YIDXry42UsXylB0kXIzaCS0ACwGVSuDs7iO8Msm6glFcRHWtWT1INRFhxqKQXp/TF2LHMghnCvxo71H02xYz0PJ5jhkJqQMfRMDxtr9pEEkrtp85YSlTD8dA8LjlN7okg+SI9Jqohof4hVCuI7w0g9SL9fEAn6HkuyYDQyoLP3AUD2YAJqnI471KMiubuVvUrvac1JTchtZiHxnWEWcMsRqc3pLTKgQ2u8T9JExHeEQAQCZzmHcFZlmxdRERAdCrHNANXvpsc8x4EoCSCN5K2WbJ0LIhDEhkOQVJGNbaUKQXxnmAW8WkJGdKgV8MV3haHGWnNaOe7EWISNTY3JyBxoncPkAxF2DpUorTQ1ewSSD0QRbQSVclhE36EUy5glH4ggtjOMpcs0oBl8IgM5TM9FciyCzAEqFyhIBMPPZNnvnRgNo/ex1uI69NEM+20iAzqyjyTYsd5HEyzg19MKMg+1JAhTD0bZ+5So1NYMGB3SmaSbqAkN3efG751S2O8kSAR6WmHBpmt7mHs7T+kphJ5jtjEQsCbTn3Cfgr2f3YG595ZRut7dZ390OIS+w8EIZNYMLxhr0Fph1xx6D3HCiHI9F4uYxeeOf67bQ1kzxN/7vd/7vW4PohOQJAnnL7yHdy+/jQHs6vZwOgY5JEKNK9xwIJWYjN7HkijP1H1743suUJmqIz4WQd8jSSy/X/zQkqpreTDL9oZsmIlAIMoCa+RrBnSe40HSaPaz2YgZ6dcAgcAxXMgRCfGRMOrLNEuVGI1AVARYFRtKVELPwTgq8wbgUbUANSajnjMhRyQMPZlBea4Gz/aQ2RdDKKOiumBA1AQMPJ5BbcmAY7qUBtGjoTJXhyAR9B5OwshZsOsOwr0a9B4N1UZzTmp3FEbRhl13oMQkqHEZtUXaCBXKarAqDuy6A1ERIOkiG7eki7CqNpy6C0Lo5cC4fZ4Hq+xQTrNLFwuzYaVs1x0YRQuu6cJ1PBh5C3bVBjzArNgwchbl2joe6nkT8Dw4pgejaKO+ZMBzPHguUJ6tsd/XKFi02ahxTRYnq7AqNjtWnmoFNMVbVWbrbJXtNp3j8nQNZrExzqqD0q1WZawyV2fzcwyXvq/xfdUFA/Wc1bim6LHmdVFbMtlv5poech+UWTWnnrPYb+25QGmyxqzbjYKF6nyrIa10q8quU7NoozLT4tqWJmtsvrfNaao1J6vqoDjRmlN5ts44wLbhoHirumLcBm3q9GhVrTxbY5U1o2jBLNsQJAK77qC2ZNBnnEe/w8hbLEttliyYJRueCziWB7NkM4MW13ZhFC14tgcQAsdy2bmRVBFm2YJjurQKIRP2G2tJBVbNgV1zIIVE6CmF/VbRwRA8h36PEpaQ2BVBeZpeG8kHIhAUgd5PYQm9jyRRnqHnKrU3xq59SRcx8JE0qgsGXMtF6sEoIv06qvMGBJlg8KkeGAULjuEitiOEyKAOq2ThwePDkDURE6/NoZ63oWdURPp01hwb3xmGZ3twTBdyWIKeVth8taQCDx4824MgEUiaCNei52Ijai6O6W742eZHJMYiCGVV1JaC22i8EqIq0PPPSWwAAAuYwQwm8K1vfSswmWhugmgASKVSeOW/vowBfRiSzQevM9KvI9Kvty14QUZzgbXK9raZYGwEjuWhvlRH9pEUpLCA6qwBURHgmC6ISBAd0OEYlG6jhCVoSQVm0QYRgJ6H4qwxNDqoI74zzBbo4Wd7YNccWBUH0UEdqT0xFrD0HUnRhatEF8/k7igLwhJjEbg2XdjlBoWg2WGuxmUaPFQcEIFAkAkNbBoBml2lQSxcGvBblUawUrFRz1twLY82Fc7X4ZguBp/qQfFWhQZLHg3OihNVFrgYBYsF0AANHJvHrIrDgjqAmgA0jzmGy4LB5uc0g0HX8tqaY6yKw4JBz/FYoND8HLdJc/JoUN2cq2u1N6qFMipSu6M0KHW9NuWRNhWS1bJXPt3gEZFATyk0GPXjGFf+pO6qv9vtv324R0V6bwylW9W2+bi215YttGsOe1a4qxwOzbLNPtcx3LbrxChYLGh3DJcF0ABQXzZZcOjU3bbNRm3RYNKVjuGiNLViszNvsIDWMV0UblbY98d3hmEUaGOh63j02q/Z7BpdPR6jaMNzPRCBwLVcaD0yBo9mcPOH8yhcr8K1PChhCVKotfFM7IqwwFbPKIgOhVi1svexBNtkhHo09BxMoHiTPj/6j6QgygKMvAUtpaD3UBLlKXp/p/ZEIekizKINKSQiuTsKI2fCMV2oMRmSLsKuOhAkglBWo7+bRzfBgiyw+02QiK+f6SCNa4SToFNPKUg+EOHKrOgK3sHjzxzBv/m3/6bbQ1kziMeRuLLruhjoGYS8HMZe8li3h9MZEPhzsfQRiEAgKgJbXNW4DNeiD0tJExHu1VC4WQE82lhiGw4qs3XIYQnpfTHMv5OHa7nIHIjDczwsXS5CCokYOJpGaaGKvb86jMmfLKC+aGHhvQIEmaD/SAoL5wswSzZSe6IIZVRM/mgRILRU3MzsNTmjzU1QqEeFUaQZKFERICgCW/gFWYDnuF1fiMK9GuqNRTToECRKWWkG5EGHHBLRfzSNmTeWAh8MELFx33KS6dRSChzD2VCjcXREw0O/vgsXT0+gcHWDfT3NZLN3+2+rxmRmsU4zmCoLviMDOhzDQW3JhBwSEd8VRmm6Di0hQ5AIXMtD4UYFclhE76EUZt9chl1zkN4XAxGAxQtFiKqAwScymD23DLNkIzEagaQLWLxQpImFhxPIXyvTBEFagRyWWIAfGdDppqYxNlEWWNWJiIQbyc0tAUfxQc2r4Ef4e5w6dQrHjh3r9nDWDK4y0YQQOHDw/5z5KwzjAQgcdUaIisDNw0SQCWIjYVhlG6IqwmtkAaVV1JX4rjDg0uyBnqa77mbGqO9ICkSgZelQRkX2sQQrM/c8FIcg0dKtHJYQ2xFCZZaWY7WkAreR2SSEcmPNokVLxaYLo2TTTKftobpooDpTR3G2irF/MYCZt5dg5OxW2bwRZBKBgIgCqgt0bLUlk2XSVmfHrKrDzqPneK2MKhoNcD44xVbF5uZa81xwMxeAZtqLtypwTA7m5IEreTu75jD6xHqgJSTs/8II6gUT0z9Y6sxvsuq3bT7TADCqShNmqUXZcC0P1QUDSkSCnlKwdLnE6Dqu5VHL+cbn1HOUZkQrDpQ61axyea5HK2A1B4QQKGEJRoHSrLSEDDksMVpFz8EEzKIFu0arc/FdYUafGvpohlF0wr0aUnuiLCGRavQw2DUHckhEpE9nDrJqTAZIo/pBgMiABkHmZ8MmSIStm7zgJq7CUmr4z//1P0MMkAoRP1FmA7/5m78JlzjIxWa7PZSOQUspGHgizRq7/AK2RyE0OG02QmlJhTU0EQHoORhnfN/YjhCyjyQR6lEhaiL6j6ZYg4+eUpAYbTWlKREJQqMRybG8tgxPcaLCyqr1nInZszl2bPZcDvnxCgBa0p15Y5kFUoUbFfYQdkwXhRsVtigYBQtm08bba1FOStdrtNHwc3duNKwuGFi80HnL525BDoncSCsKEkF6f4wbGTUAXa9UdAqJ0TBrSgw6tKRC+xbWCUkTMPisP+TsVqK2aGDh/N2faZ7jsU2D51KN7OZz1ihYLEj2XMrjbwaw5Zk6lq+0FDKmfrzIXluarGHurTw7tnC+wKgsVsVuM0nxPPoHAKSQ1NZEm9oTZdeWnlIw+GQGSoyuQen9MaaiIukiUnuijDOupRTWUEwE+ixcS0PodiMxGkHviibaoMP1XEzjOn773/42FCVY6lD+iso6gGw2i1/9zGdwo3y120PpGIy8iYX3ClvXVbxCWkpLtbrNQ1mVPYhEVUDvoSSTwUrtibY66EWC7MMJpuagRCSmUNDM8DYX/vqyicKNCmZeX4ZVtjF7drntATrzest1cuG9AuPXmkUL+fGWXml1wWBBtWu3c2Y7vTt3bQ+3vruI6rKBvZ/bAS1xu4sSEQhTFwg6BJk2rPBgLe06HggB6P8EH6ImoPdR/2qtrwc0COIjlSZHJKiJ9S3+gkQw8i+yyD6UwqXTE12Vs1uJZlNiN+C57Xx4I28xKpZZttsafHNXSyzAri0amHmjtXbMns2hdIu+1ihamPjuPIo3aKWyvmy26CINKmBzzYj060ztRg5L6D+aZpKR6b1Rlv0WFQGZA3F2H2pJhSWD6HvFLZUILNyoIHeNH/3uRczCQB1f+cpXuj2UdSP4T+I74F/9q/8ReXcJZY+P7KDnYl3WxUQgLXky0GCYyW6FRWQfTbCscc/BOHswSJqA7MEExKaWbFhimrdeQwWhqblbmqyhcINme13bw+SPFljZr3iriqVLRfb9y++XWOe/WbZZYNzsHg9Cud0sO7j2V5PwPGDwmcxthgrRoXZ5rSDDKFiYPZsLxHm5JzzK2Wxef4GHS+8h+CNhuSkUrlfaGvqCjNKqZ95aENmhIXsgiYunJlAc909zWLhPQ2/Ape0812NrlaRLVKWngcpsna2nVsXGwnsF9trFCwVmLmOWbcy8scSC+MqcwSh7ze9oBt96WkEo20g4KQL6j6ShRGhGO74r3JKFJEB6b4ytq3JYatOgX6tRT7MBnRdMYRzPPvMxjI2NdXso6waXQfQnPvEJ9Kb6MBeZ6PZQOgcCDDyZpgYNoJmP1Apd256D8ZaublxG/+HUCrMGlWmburbXFlAUJqq0+xxUEeHWD1uWwoXrFUaLcG0P+fEye6BYFbvtJt4Ijy/7aAKRfn3d7+sWqosWNWJ5KInorvZxl6drmH1z+UPeGUwIMh/ZW0EWWDYp6HBMl0rcBbzpkwi0B8KPpfL1ggjrl5CLDKnYd2wE8+dzXdeDXo3SVA1zb+Xu/cIAgIgEvY8m2nTt14yG3GIzUK7nzDZllqVLRbYe5j4os02UY7mYfmMJZtli76vM0eCbCE0zKHq9hLJqizpHgKGP9rCxhvs0pPe2NNmjQzrkkIjex5II9WncPNOqXhlLmMX/9Nv/uttD2RD4OAurIAgC/t3/+j9jovwB6p6/HQxFVWDC/gCVMmv+PdSjYujphpGHB6hRuSX0L9CSW7NktFKD1ihYmH59iWUSly4VUZigwbBjuMhdLbOg1yxabVSI7cw+zr+TZ+MKCkoTdVw8PYH9x0cQG20F0m5Du5UXJMYi6DnIR2Y9uTvSZogSZBCBQI3JzNAkqJDDEgZWlMqDDC2lYuijmTWfEy0hYe/ndqC2bODWdxf811zpgRtfAs/xMP3TpTbZza3/Uvr7NSmMRn6FlrvjYeF8gSWyCtcrrQ2LB8y/m0e9UdF1TBdWtbU2RwZ0SGEJtWUDakRqMx3qfSzJjIWUiIToUGttkjTR19S867iE3nQfPvvZz3Z7KBtC8J9gH4Ivf/nLiIXjuI7LXfl+JSoxd67VDmD9j6dYE4qWVBi3GGhIcjUexkbJamvAuPH/zbHdrlG0MP9unt2o1XmDBdGe6wWiC7k5xqCJqLBGw1WOhlpKQd+R1F3eGRyUp2tt116QkR8vI3eVD/6gpAnofSwJKeCcaLNsY+bNZaYTHmQ0e1aalIC7oa2R8G+nYJb99ZyODult61Hg0dCGDkozbj3XUnaqL5tMBhAAZl5fRm3BQHGiisKNChbeazVg1pYNOA2JVykkItTTarLsfSyBSKPpUk8ryD7aSo6E+zQoDernRioqm0XVK2MWN3HyD38fkhTMnqJgP4nvAlVV8Y1//3VM4wZMuXPlspWcpWZ5BWjwyFZcnNmHW5azgkgg6a2funCjgnoj4K3M1TH5wwV2bPn9Etu1rjYB8ByPBuRjfGTVh8aNeAAAIABJREFUgJZaR5CwutEw3EcrB3bVQXW+HrhNwZ1g15z2Zs0Aw6m73FQJrJqDqX9ehBWATfJd0TD74QGu7a2pZ8WvjYQrYZbtdfXf+Bl6RsXgE2lfZ2HXAzXeWPtJk5a5Uq2qypolq/NGGx1n7p08dbBFQ8Y13zIdigzoUBrVbT1DKypNJHdHGLVEVIQ27nancB2X0JPM4otf/GLHP3u7wMFy/+H48pe/jEQkgQnh/TW/R1QEJscGUNvk5kUWGwmh91Ar4Iv065BC9LVWxUZlRdPBzBvLKM/Q4L22ZGLxQqvppDpvtMpl69R6JIRAUgUuuIQA/W2KN4NF6QBoo+HV07dglG3s+/wIQhkZdt1B8WY1MFmPeyE6qCMyEBzO+odB0kVk9sfW3LTja3jwr1vhOhAd0ttKzkGFIBGk98XWREvxayPhShh5i5mwBB1m0UL+eoWPBmk0ejtWKImsFXbVYdlts2QzQQAAmDuXY+e7nqNmYk14bktCUE3I6DnYqlBkH0kg2pQJ1ET6/1eofK0FVa+EGUzgD/73bwY2Cw1wHkQrioLf/8Nv4Gb9Gmpe68KRQ2JLjoYAvYeSbJcV7teQ3hdr+5ymOlZlro6ly60S98wbyy0JtlK7/M5WLXT1nInFi8XAL6JNWBWbSdwFDfW8jWt/PQkAGPvVIYQyMgSZIDEa5iL7QUTCxTw8lxouBJ1HDNAeip6H4lxwiXmAIAvU1e8evGY/NxI2Ee7T2vpzgg7HdKnJFieoLRrrVoBZD1zLbatC5K+VWXxTnTeoI28Dldk6zEY1XdJFRAd0FpNkH0kw+qocEpF6MMqevSv52eO4hP6eAfz6r//6ls1pOxC4J/Hp06dx4sQJnDt3bk2v/9KXvoRUPI3FgQn2gNAzKuK7GpQID20Wx6XJWptxx9KlIuMaO3W3ZcbRZYR7tTYZuyBDkAVkH050TZt0M6guWrj06gTUiIT9X9wJPS1Dz6iBnMtqFG9WUbrl78bctcAxXCxeKPJB6fAA1w5+Jro0WUNp0p/B5Hpg1xzKh75LtjPcp/i7kbABNSZDjcrdHkZHkNwdaTNfCTqiw6Gub5xXXuOVuTpzh6znTEz/dIkdy31QRnmW3ttEEiDpIusXyByIIT4SRsUrYRY38c3/cDLQWWigC0F0Pp/H6dOn76gHePz4cRBC2v4kky36xIkTJ5BIJHDy5EmcOXMGp0+fvuf3KYqCb/zB13Fl+hJKdbqLK96stsmRFa5XGD/Pc4KhWxzp16DF+XjguZYLx3QCyyWuzJq49CqVUxz9pUHkrvCjSyxpIjPYCTJ4kblzTBdLl0vB3hAQ/zrBrRdqQr7rPEIZGfs+PwIA+OCvJn3XSLgSy1dKgVNL+jC4prd15mTbDEEmiA7ogUnMmEWL0VXNooX5d1Y4UF4ooDRZxXVcwlD/ML7whS90a5gdw7auKidOnMCuXbvwjW98A+Pj43d8zde+9jV4nsf+5HLtepXPPfcce91rr722pu/90pe+hP5sPy5V3trcBHyEuXfyTN+ZByxdLlFNzoCiGUirEQkPHhtGKKNwEbSl9kaZ/niQkd4bRWIXBw25HASgckhE/9F04K3YJV1E7yNJKB+SvVUiIsY+MwQAuPTqBKqL/qhi3glq/O6bgaChMFEJLE1wNVzLw/TrS6wiHmQ4dRfLxgLNQv9h8LPQwDYH0SdPnkQul8NLL720nV8LWZbxn/7Lf8I8ppBXF+79hiDAA0DAbLl5gJqQA91sVJk1cfk7N6GnVIz9Sj8Su8LdHtKmsXSxyIXUXe5qGblrwZ+HrDcC0ABXB6yqg5k3lwK9aQYolWPqJ4t3pPhJmoDhT2QQSqm4/J2bvlTiaEKQBWQfSUDngA8tagLiu8Jc9D8AdHMjhcTA07ea8DwPl/EWnnriKS6y0EAAOdFnzpwBALzyyit4/vnn1/y+T33qU/j0L30al9234HjBfng3Iesikg9GIYeDv5sDADkkMSWUoKI8aeDiqzcQyuhI7A4FXs+XByUIALDrDlwr+BOxag5m3lgKtsSdR91Rebiumo51K7Fayq486W9rc9dyqSEJB5lbWZegJRR4HgcXF4DoUAix4eBXApuYxDWUUcC3/+TbIISPjY7vVvgzZ85gbGwMyWQSx48fRz7f4tOcPHkS+XweJ06cwOjoKI4dO7auz/6P/+d/RM2qYgJrl7zzM6yqg+l/XuSGf1uermHp4tZ1H28XShN1XHz1BjL7khj5+Z7AB9LpvdGWNW1AIaoCMgdizAApsFhlRRxExHaEAi+dKEgEAx9J37G5O7pL96+U3erGk4YD9Z02A0FEPWdSjeQA3x8rsXihgNwHfBhFGV4d13ABXzvxNezfv7/bw+kYfLeijI+P4+WXX8b169eRz+fxyU9+su34sWPHcPLkScaNXg927NiBr//+/4YbuAxDDr7qAEBF14lAWpJ9HCCUVQPPlyxN1HH9zAyyB1IYeT7YgXQ9ZwWej8eahYN7GgBQHfv03mjwNwNBB6EKBaudYeO7Q9h/bAQXT02gcNVna8wdOrcjAzoGHk93YTCdR2RQ5+a+kDSR+VUEQehgLbiKdxEJR/C7v/u73R5KR0G8DdY9Tp8+jVdfffWer3vppZdw6NCh2957/Pjx20ou4+PjSKVSSCQS7O9jY2M4e/bsbZ+xUZimidHhMThl4ED1I1yUFEJZFcndUUz/ZImLG673UBLVuXrgGydFVUDywTDGPjWIxUs53PqnRV9359+H/yGqAlK7o1i+WuIme8gLYqM6DnxhJ+Yv5HD9/53zrZTdSoiqACUqMz3goEKQCPqOpLD8fokLx8X4rjD0tNqmIhZk5LwFnMV/x1/8xV/gs5/9bLeH01FsOIjeDD4siF6NfD6PZDKJl19+GS+88ELHvv973/sePv7xj+NhPIksGezY53YTgky44HwCoCVGTqYCANERDfs/vxPVZQNXT99CPR88+o2eVkAEgupCcBdbQSYQZKHlFnof2w4iEkia0GZZHDQQkSA2FEJpqsoC5diojn3HRrB4OY+Jf5yHXb+/wdl2cLZu8LKmu56Ln+IMnnruI/iHf/wHLhKXK+Gr2sdq2bs333wTAHDkyJGOfs/P/dzP4de+8Gt4n7wNRwpeQHMnuJYHQSJb4m+/7Wg8N8J9WuBll4gA6AkNV/9mEmpYwu7PDUNLBK8RVEsqVBM3wIiPhJHeE7v3C/0MQikdQb0vtISM/iPpQDthyrrYZuTRzEAvXs4FKoDOPpyAnlG7PYxNQ0sqVEM5+PEmXcMbKik8BNAAcAOXUSMVfOv/+hZ3ATTgoyB6fHwchw8fxunTp5HP53Hu3Dm8+OKLeO655zpG5ViJP/o//giKJuOK/BY3nbyRAR3J3Rxo4YJKFSUfiEANuFqH5wJG0UJ5ss50pIMYSOc+KCN3NdgNLsWbVSycL3R7GJuCrIsYfDITWIm72rKJ6TeCTTszyzamf7oE1/YQHdGYnffEPy4EJoAGoc+l1ZzuICK2I4TIYLAbVZvQe1Sk90S5kegreEu4jkv4w//w7+9osMcDtpXO8corr+DFF1+87d+bQzh37hy+8Y1v4MyZM0ilUqyJcKvw2muv4ed//uexD4cxSHZt2fdsGwhABBLoBWoliMjPXJoI9ynY9/kRGGUb1/560tcGDLeB0IYXHhbeoIIIBEpEglm2mZXufWwfiEggSASO4TKa1uKlHCZeC1AAzRsIQAjh5n7ghcZhexZ+ijP46HNP4h/+4R8gCL7J2XYU2zqrF154oc2NsPmniUOHDuHUqVPI5XK4du3algbQAPD888/jd37nd3AF76CucGB36tFOXlEVuCjTeY4HItDGyaBDiclI7o60ORvu/+JORAZVRAZ0JEYjiAzoECT/ZiDiI2FkH050exgMRCQsY0MEUL30xs8nhyXIYZG9LtyrQZAIMvtjiO8Ms/uDiATxXWGIDfWUUI/a0mUlQHp/jHXJh7IqUnui7PuzjyRY6TWUVZF9tPXb9D6WZCV/PaNi4ImWAkLvownmAqklFQw908PmkX04gcQYrSYpMRnDz/YwxYHMgRhSD0ZgFC2IqoDhZ3vYHFMPRpF5KA6AmmcMPdPDqjjxXSvOGwEGn8ow2ld0UEf2kda4+w4n2W8T6lHbzndmfwyhHnpMjcvIHGhRY+K7Wr+pHBLpHBrnItyrse/LHIwjtbeVaVNiMpSGTBwR6N+bIhKUw+6v+yHcq6H/aBqRYRX7P78TtZyBW/+0GKgAWksqiHNgBCWHRXrteAh8AC1IhBmn8RBAA8BlvAVRI/jTP/1TbgNowEd0jm7h61//Oh544AGcd38K1wvOg/BuCPdpXFg1A4AaV5B6MPiSXgSApIogAkFl1sTF//sGzJqDA1/chR0f60HfkST6H09h8KMZ33KPy9M1zL2dW9NrBYlAWkE50FItG3Q5LLXpBMd3hVmQpSZk9ByMs2OZA3HmYqklFQyvCDh7DsaRGAuzz+w/kmLXSXxnGLEd9JioCPQaUgU4lgslJiGUod9HCKCnFIgSfZ8gCy27dq+deuw5Xpsihlmy4Fr073bNaTOrqMzVmX67VbFRvNmSOytN1ZiCgFW1kbtaYsmE4q0qqvP1xmfaWLpchGvT7yhN1lBdNJB8gAbZS5eLLHgrz9ZRmqw2xukid6XEDFlqSyZKU1U2p8KNCqwaHZtRslGZq7OxVRcMVmlwDBf1fGtOVs2B05gvPLSpTwgSaQW/ktBGw9JSCpSYxH7v6GCIbRbjO0Ls/EqaiL7HkpTfCiA5FmUcdlERsONjWWpPDXp+Mwca1wmhm5bmd4Z6VCRGW0FifCTMDKnkkMg2AgCgRCUIMh04EXBPrnZ5pobyfAV7/+UO1JYNXDl1K3CKO4JMAv88BSh9sbnhDDqaG5sg9wqsxKx3E7O4iT879Wfo6+vr9nC2FF1R5/AbLl++jIf2H8SQN4bd5GC3h7N5NO9DTs6sIJFAyEWtB4JEMPLJLLKPJAECLF8twTU8qDEJpekapn60uG1zJiIBIU3NcUBNKDCLFlzbg5ZUIMgE1XkDRCBI7Y2iOFGFVbERHdKhxmUsXqAGOcMf68HSxSKqCwZiw9RQY/qnSwCAoY9mkB8vozxTRyirIrYjzOSb0vtiqC0aqC4YUKISIv06sxoP92uwaw6MvAVREaAlFVTm64AHKBEJruPBrjkgAiCqIuw6NSKhgbYHTvbFDKImILM3hsXLRTgByn7eFU1VhUbTZNMlU9QEEELY+dVSKoy8Cdf2oMZliIpA1WIIkBiNoDxTg111EMqqUGMyM6noO5xE/noF9WUTkUEd0UEdM6/Ta2/wqQwKNyooT9cQ7tOQfCCKyR8uAKCBeXWeSm2qcRnxkTBqhTr2f34njLKF6383g8KN6m3XpaSLdMNlcnJ+fAye1gZe6Is1r4Kf4DV89V+/iD/+4z/u9nC2HPeD6Aa+/e1v44UXXsBHIh9HtMKH+LwcFqGnVBRv+Uz0fwNodi1X54MrsQbQLJlre5B0Ef2Pp0AA6FkV4ayGhYsFuIYHQSaYeX0Z5en16WTLIRGeR7OioiIg3KehNFmD53qI7QjBczyUpmqQdBG9jyYw93Yeds1Bel8MRCRYPF+AqAgYfDKDubdyMIoW4iNhSLqIpctFgAB9h1OQdAFTP16CEpUg6yLKM3U2N6NowTFcWoqXhBZ/2ifyU0QkUKISjHyAuOicQApRBQU/cepFRYDreJQGpwiQdJEZC4V7NVhVG2bJhhKRMPzxHvQcSGDhwjJKt+qozpsoT9egJmRkDyYw+eNFeI6H7CMJWFUHuaslKFEJvY8lMf3TJTiGi8RoGJ4DFCYqEGSC2I4wSreqcEwXSlQCIQRG0WJjcyy3o/dNfGcYpakaq6AEEZIuQtJELvSgJZ1WRlZWqoIM13NxFt9DZiSJ9y69B13no+Hzbgh+TadD+MpXvoJP/9Kn8U71JzC9+r3fEADIIYk6GXJQIdJSCpJjkcCXu/SMCjUuQ9JEiIoAo2Qjf7WMhYsF9OyPQ9QI5LAEJUpL01JIbLPcTj0YRaSfcue0pIIdH8uy3yS5O4roEKXxCLKASH+LY+25HprbZddyUbxVZTSBwkQF+XGatXNMF7d+sMAW8sJEhQbQAOAB82/nULpVAyGAkbdYAA1QKkCT7uBaXnuw5IMAGqDl+95HkqyEH0TcwXguEIjvCCG5O3rvF24jHNNl2T/HdNucOStzdZglSnvRsjIy++OoFygHev7tAtvkGnkLt36wwD5n6VIRxQnaY2PXHErJaQStVtWh1RLQDZ0ak9kqHB3UEW3w8ZubWTXaoq+k9zU46ARI7YkyV1c5IrVJmwrynSUQJV1kvQFBRqhH5YbGoUQl6Ck+1mgAuI6LKCGPv/ybv/yZCKCB+5noNiwtLWHP2D7YBReH8SwEEkwZKV4RtHKXIBN4LuXSSiERalRm/NOBJ9OI7QjBKjuA50FPqzBKJjL7E3BMB1M/XsTUj5egJmQkH4hi9uwy4AHR4RDsqo3akglBFqDGZdSWDMBrfJ8T/CabLQWhnN2gZuLkkIj+o2nMvLEEK2imMQH97eO7Q9h/fATz55dx67vb5DpKADUqw6zY8JxVtCqRNsjmr1dglW3aU5BQMPcW7VfY8bEsFi4UUFs0EO7XoKdVLDakHeM7w6guGrDKNkRFgKgIMMvB80rgicbBC+a8SbyHn+Bb3/oWvvrVr3Z7ONuGgOY0tgbpdBrf++F3URGKGI+d50Y/WolKtHM/4LvdZsm12YjUDRCRMCUHgAa1zYxQKKui56FWU9zAR9IIN5RF1JjcllEGaGOaGpNAJAH1vAnXAiqzNdoItz+KUEaGkbcod7hxKZZuVVkDm2u51K6XZZi97QmgCV2Mm81agYKHwAVxK2EbLhbO52EH0fI7gL99fHcI+4+NYOL7c5j6wfL2NRF6VMe5mTSo50xGZfMcDwvvFWA1gt/C9QoLoAFg7u0cjAJ9RtB+AhOhrApJE2mDb6OpMNSrMUUXAOh/PMUUZdS4zBpYAdrwyxpuuwQ5LLUULAIeQIeyatvvG3QUvRwu4A189atf/ZkKoIH7QfRteOihh/AXf/Ud3ChexU1c7fZwOgLX9hpycQGPokE3BJEBveO0jpXqAmpMZg9rEKD3UJIpZsSGQsgebMl+Rfo0SCEaTDqGy2gQADD/bgHVRbqYVWbrrMmOiATwgKVLJZSmayACLbUKMkHuWhmXT90EXEIl8IZ8KO/noUFJCebjIzKgt0nVBQme46G2ZAaqIgPQ66X30URgnkGCRFoZ6Is5OBU3MGM3ChaTSTPyFkqTNcR2hKGlFcydy6G+TJ9J5akq5s61gu/izSrMxvOLiO0KHpl9MYSa0odZFYNPZdix+M4wk3oUZAJliwyytKSMcL927xcGAR7gBuwe/jAYXg3v4Md44okn8Ed/9EfdHs624z6d40PwzW9+EydOnMBj4tNIu/xItBCBA1H6jTSpEVDKRMGEa3kI92mQwxLy18ogIsHw0z2Yfy+P+rKJ2HAIalLBwrt5AFSCrTpfh1WhDXtEJJtujiICdTMUJIJQVqMmJnUH1fk6VcVISHjw2DD0pIpL35lAcXx9TYb38eHQUgrkkIjSZPB+U0EmiA6EUJquBkpPVg5LCPdpyF/zv+ulpAkY+fkssgeSuHh6AqXrtcBnPjfd2EuoPKHn0g2/GmtR09J7o6gt00x5KKsivTeGW9+nCic9DydQXzZQmqy1muhuVan6iiLAtd31Kej4pEF5o+Bi/V0Bx3NwFt9DpDeE9y6+i1Qq1e0hbTvuB9EfAs/z8Bu/8Rt49c/+HI8Ln0DICWbmaiUkXUTvY0ksnC+wjENQIekiYsMhLH9QgiBSniURCWLDIZRnanAMF/FdYSgRCQvvFVqB8rt51HMmQj0qpJCI4gTtilYTMqyyvb2LJaGZ7JXNeW1z1ASEBlQc+PxOXHj1BqrThq9MHURVgKSJbc1Y97G1kDQRPQfjWHivwBrU7qNzUCIihj+eQWZfEpdOT6B0ow4tKbdpgAcJakKGa3lMs3zLQQBRFpi8X7hPg111YBQtaEkFyd0RJi/YdziJes5CfrwMOSIhPhLG0uUiPMeDEpPhWi7smgM9o0LShEBuelcj+0gCZslmjdxBhud5uIA3sCTM4p3zb2Pfvn3dHlJXcD+Ivgvq9TqefPwpvP/eFRzFJ6AQH5bW14n/n703D5PjLs+179qr93X2GS0zkizJlmxLXllOWOyEAyQ5JHbYgg9kwSfJxRLyHesLhACBBOzvJHASshgCH8YYYqzkBMcmJHbiBBuMrcWyjGQt1mgfzd49vW9Vdf6o6dJonxlNd1fJfV+XrwvU09O/6a6ueur9Pe/zBnt95EeLnsrPlVQRQRaoFQxERSC2KkRhrERowI9RNZEUkfEX0wiiQNemGNP7M1SyNbSwgqgIpy+ALqtiKAGJrutijO1KUc1fWBCFB32su2M5hekyB7cep5R2RyNQbFUQNaSc4cf0ClpEwTQsx1faprH4OzVK0xVXV3T9SYVV/60fX1xj78NHyB4t4UuoJNZHGHm2ebntS0lifRhMi6l92VYv5RyUgIRpWBglEyUoEx7wM/WynQQ0V2DH1wSJrQpx+F9HMWsWvqSGUTE9WQjSYypGxWzeTU0DOWLt4xX28M///H3e8pa3tHo5LaMtoi/B6Ogo61avRyqrXGe8FsHypg/0bJSgjFEyXHNhkH0SoiRQydUQFZHk+jDTB7PUCgbxNSFkn+QI5cT6MDPDOaoFA9knIQh4L6lglvkmjgT7Ndb+8jLKuSrDj4+QH219ZUyQZrcm3XEILYjO62YrQh6wF3gdSRPpvTnB2AspJzLObQS6Vda9czkA+/7+GLkTp/PoRUXwlHXmbDxpIRBm121YyLpEoFtn5ogdG9ixIUIlV2PmcB4totBxTYSR56dsm16XjlExXZchrUWVKyqbftw6yW6e5Ytf/CIf/ehHW72clnJlKMIG0t3dzVNP/ztZM8VeZdsVMxo8uS7sZJI2C9knoQbtJjxJFem6PuYkW4QH/E72p2XY23h1cZY+nGdyjx3RZJkWkz+dOUM0J9aFz0jM8BKWYSFIwiUbZnInyux96AgCAte8b5DwoK/lea+WYQvoVnftL4aJ3TOeFNCyX2Lg9R324BKPYJTt7HG3Cuhgv8a6dy6nnKux96EjjoCuN9Z5UUArQdlphvacgAaw7CmU4eV+aiXDEdAAEy/NMHP4dA53ejjnfEZzR8xrEYWB13cgKvZ5MtCtn5Gn3SwkVaRzQxRf0vs72QDT1jg/5Tl+/dd/g4985COtXk7LaVei58kPf/hD3vSGN9Fp9bOeGxAEb3RqXwhJOz1edykRFRFRqVsvRJLrwky/YleUY6tDKAGJ8V1pECA2FCR7okitZCy6qimIEB0KMnM475qq+kLRYyqJdWFObZu+ZASY45N+1wrGX5rm+FNNyq290HpmJy+OvZD25Paq1xAkAX9SozBZ9lxChxu5mFWq67oo1aLB9H73WSEuRXQwiBqSGX8x3eqlLJpAt45Zs+wYz0UgKiK+uHq6AXJdmGq+RuZYAS2q0HFNlJGf2DYdf4d2zrCdpaTeOO51ZqwpdvJD3nHHO/i7v/s7JMk7N/ONoi2iF8APfvAD3vpf38bK0GpWZq/xvJAG+25diypOg918qYfdi7JAbFWQmaMFakVbKKsBibFZoRxfEyJzzH5MlAU71qdBR5yoeG+QQ52FDpIJLde56r8NuMLeocdVJzbLMwjQc2Oc9HB+0RfpNvOj+4Y42RMF8qPumQQrygKhlb6LDlGRfRIIUPOqVcyLNg5mx51XGnsel1QRPa46x2THNbMWkSO2RSSxNsyp7dNYhoUWVTDK5oITmWSfRKjPR+pQzpOWt7PJWml28J+84U1v4PF/fgxVbX5V3414bx+2hbzlLW/hu488zHD2AIf4aauXsyTIuoR6iaEZgigQGvA72/axVUFnqIhpWIiK6OQ2Z47mmZidjoUF0/uzzsnHrDVOQAsi9NwQI9jrzVGj9UEywb75rT97tOQae4fnBDSABdkTRaoFd1oMLoQoC4T6Wm/lWQjZkwUqWffsUqhBiZVv7WL9HcvZ+8hRDn9//Ly7ObWi4TkBrQRk/B22bcCLAloQBbo3xwg2OA/aqJhn3NRN/HTGsYwYZZPcSNEpasSGgs7cADUk07Eh4mSGS9r5R6zXH1MCMldArY28leUFnuaGm27g0ce+1xbQc2hXohfBN77xDT7wgQ9wlbqRgeqaVi9nydBiCtWsHfMW6vehR1VbEAv29L2pfRnK6SqyX0IUBdeNi9XjKuWZqme3uX0J1RnxPV9rytn2jpNPT7UkvSM6GETSRKe7vk1jkH0SXddFGduVvuys8lcjcxM4Xt56/vx1JSjTcU2EsRdSGB6bDBke8ONLqPZOoEdx43m8nuuvBmWCfT7H4tNzY5zCRJmZI3kUv4QvoZEbLXrSR38hilae7fwHq64a5NltzxIKeT/udylpi+hF8hd/8Rd8+MMf5mptMz2Vla1ezqLQogpaxLZySD6Rtb88wMmfTJF+JWdPpPNJrtqCnS+KX0KQBNc2Ml2URcbw1e0dlgX7/+HMdIFmoMdUBBFP5emKskCw10du5AoYpuFS/J2zXlMXJBPUvyNwbgLHXCRVJNCtkzm2MIuba3BZlOd88XdqzmhzryD7JCzTwiib+BIqkZVBLNOinK6ihmXyoyXyoyVERUCURc/d+JatItv5D/pW9PLcjp+8KoepXArp05/+9KdbvQgvcvPNN6MoCg8/8RA6fkJC9NJPagGCJKAEZMxZj1nPjXHMmkk1b6CFFfSoSmGijFWzKE1XHG+0UTY9m6EbWxVy/i4vIvskQgP+BQmPykyN6f0Z1JDEijf2kDmZwyybTROHtZLhuQsEgkByXZhSqtJwD+arlcjyAKIktlREi7JAeMi8ZzpwAAAgAElEQVTP1e9awdT+NIceHaEwfuH1WIbluQFCWkTBl9S8WTgAtLBCcn2EwkTZUze0Zs1yKua1okFupEitYDgRe9VcDaNiEuzxkVgXJnvcvr6Gl/kxDcu5LruRilVmJz8k3h3l2W3P0tHR0eoluZJ2JfoysCyLT3ziE3z+859nY+QmOjPLWr0kAAI9OtVcjUq2RrDXR3QwwIlnJgF72Ep5pnLR4R5aREGQBG96XWHWr2Z5aqDMXLSwQnRVkInd6QVfUERZINCnsf6dKyhMlxh+rHlNh6IikFgXITWbxtJm6WnbORaGGpQYeFPHvEd4x9eEKM9UnUQHrxDs86FHFSb3eNdOVW9W9yKCZPcqXGj3QhBB0iXnvNi1KUbmWIHiZNmO3ourTO21Pzs3vA8lq8BOniYQ87F91zaWLXOHtnEj7Ur0ZSAIAm9605vQNI1vf/+bCAhESTY9tUMLK8SvClOYPfHHVgUxaxaVbG327rjk3C1XsrVL+rXCA360sOLd1ALL/k8NysRWBSlOlT21vWmUTfKnSou6CbBMuyqdPpQhvjpM3y0dTatKWyb4YgqVTM1TKSmiInjqhssyLCqZquvXLMqtfV8D3Spr3jFAZFmQvY8cJXPo0pNa1bBCteC9XZVKtubJnTd/h0agx0cpVXH98Xwx1KBMdDB44ehJ68y88fypkiOoJUVEAMqZKoIo0P+6JNWcfe1W/BKSKjX1fFqwsuzgh3T0Jtn2wvMMDAw07bW9SLsSvUT81V/9Fb/zO7/DoLaWleWrGyKkFb/kDBnp2BChmreD5pWARKjPT+pQbumaMWZ9dW64K14sil8ivCLA9L6sJzvVFb9EdCjI5N7Moj5XWRfxdaktqUp7BTUk070pzsnnJjFKHr6Ku5DE+jCCQEuqo6fzn6/s495OahGZOZq/9A+7EH+HhhqSSQ97c/1nRJMuhRddAD2qUslWMWvWGdN6ESCyIkDuZLFh9rOsleYFnmb12tX8x9NPkUwmG/I6VxJtEb2EfOtb3+Ku991FvzrImsp1ly2klYCMKAmUM1XUsEL39TFGnp+iVjTwJVSMitlQD5zsk+jeHGPipRnPeQTPRtJEz3XaS6pIbFWQ6YPZy+r2DnSrDL2tD19cY+93j1Acq1BroGBUwwr+pEZ62AMTAQXwxVXPVMK8NGylFSk+Z6TVXCD/+XxoEQU9rjqT8LxCoEdHlEXHa+sVJF28Im5aO6+LUs3VSL3SuHNdvZAl6xIdGyNM7J6hVjIcX3Xu5LkJM4shbU2xi2fYfMNm/vXf/oVwOLwkv/dKpy2il5hHH32Ud/ziO+igl6u5CVGYfxS3INlpAYWxEkbFJH5VCEkRnZg5NSA3PVYu0KWTHy95yg5xNoJoR/RljhfInliaE07TucwqRzOr0npMJdTvY3LPjCeEqZeQ/RI9m+Oc2jHd9p2fhRNfF9N4+e+PkjtWmvcumr9Tw5/UmNzrEU+xRxM4wL7O9d6SYGY4R+6Ut7znZ6NFFYyS2ZJphOGBWRE9UkQNySTWhhnblbILLgs8PqasMV7kx7z5zW/me//0j/h83py30AraIroBPPXUU/zsbT9Hh7+TtbkbkYQLDzPRYypqWCZztGAPDLkpwdTLGcoz1QVPsWskWlRBDcqeFaFaRKGSdb+P9HxIukjXdTEm92Yue7R2s6vSXkAJSESWB5h8OeNZYeI2Aj06kiySaVKFNNivsfaX7eani8XXXSl0boxSnql61sahRRTKmaonv2+SLhLq85M+5J6dNlmXCHTrzsCY7s0x8uNlsscLl2y0H7dO8hLPccedd/DQQ99CUZTmLfwKoD2xsAG88Y1v5EfPPkOqPM1OnqZinXlCj60OocfsiT+SKqL4bZFtmTDykynHOuEWAQ2g+GXUsHe/XOUZW0ArQZnwcn+rl7MgjJJJ7mSRav7ydyHyoxX2PnSUvd89wvp3rmDdry4j0K02ZAKeL6nhS7h/spVlAKKd49pmaRAEwZnq1khkXSQ86OPq96yknK+x96EjCxPQAkRWBjw1ARIgO1K0G6Y9hOyXiKwIAPb52IsCGkDWJLSw4qpjplYyHAENMHO04KRrBXp0em857W2W9NPnuZPWYXbzLB+8+zf5zne+3RbQi6BdiW4ge/bs4Wde+wZK+RJvXPsWSnvsf49fFaI4WfbUYIq5KEHZFnQePHL8nRqBbh8TL6U9uX5Zl6iVjSVZu1OVTmhM7k1x8pmlnXYYXxPCrFne8EbPg/rUMrA99pZhYdYsRFlA9klOf4IWUTAqJrWigaSKaFHFTk6w7KmUZs3OIZZUEX+X7owY9ndoWBYUJ8v2eO9+P7kRu4nIl9Ts/oiZKh0bI5TTVWaO5TFKJnpMRdJF8rNb4+HlfgrjZWpFAzUkowRkZ2hSoEenPFOlVjCQfRJKQHZSeLSoQq1kYJTMc/6muX+v/WbQ8u9PoFtl6O19BDp09jx8hMJIecG7KopfomNDlLFd3phOKPslz9p4fAmV0ICfid1pT+4IevW6JyoiSkCinLZ3t/tfm2Ryb5oXJ7ZzjIN84hOf4LOf/WzTU8WuFNqllwZy9dVXs2f/TxlcM8i/7P0eU8IYANP7s54V0IIo0LkxSqjXm56pwniZid22gJZUjx3+gt3IEh5Ymkp6vSq959uHiQ2FufqulQS6VWR9ad6X6QPZpgnoua0HkiYi+6XZB2xff/2z1uMqwb7Tx25yfRg1rCCIArE1IZLXRJzHem9JEOjSATtffW41p+v6GIFu+zE9ptK1KeY8FlsVdB5TArZXsV6VDXT7nOq8qIp2uoJkP6ZF7AmiYPtGfUkNYfYxNWjvBJmGSXGyghZTkBRx9jUk9Ojpin+gS0fW7b9fDSvO3wAQWRZADdo7X3pUIb466DyWWBvGn9Sc96nr+tN/U8eGKKF+v/PYsv/S6ayt45oI0cGAs5a+WxOoYfs1wgN+5/0WFYHIyoDzWWhhBS2qOJ+TGpJPV68vcj0XZYHQcp1r7hrEwuKlB4fJDBcXZUuqFgxGnpvyhIAWZYHuTbEzPk8vUP+8i1MVxnd5U0DXr3vBHu9d98zq6YmhlmFxYuc4z04+xQkO8eCDD/K5z32uLaAvg3YlugmUSiV+7QO/xnf+7jus1zbRU17p6YNW8UtUi7PVUBdUpBaDIAn03pwgfSjnqcEKalCm0oBqiB6V6XtNgtjqMOVcleHHl67xMNCj21MBLyFyBFFACUh28+xs1dYyoZSqIGki0cEgqVdymFWT6FAQQYTUwRySLtJ3c5LRHdNUcjViq0MofjsWSpAE+l6TZOKlNOV0lWCfDy2kMLXPbiBLrLeniAmSQM/NcdIHcqRnExoC3TrljF21lTTbdlWfRKYEJIyKhVk1EUQBUREcISaIYM1mlXuJues++29S/BJmzcKomIiKiBaWnULAGdV1TaTvlgSlmSrju9KEBvxYpp0gIOsSyavDTO7JUCsZxNeEEBWByT0ZJFWk79Ykoy+kqGSqxFYFUYMyY7vsaK+eG+JMH8giCBbLb+8kNhRhYs80x5+aRA3b6Sq1ooGoiIiyMK+c52Cvj+JU2RMCuo4akr01lVCwm7qzJ7zf1K0EpIsOKfMCRSvPLn4EmskTT/0rt956a6uX5HnaIrpJWJbFF77wBT7+8Y8zIA+xunbtgpI73IgaVkiuC3tmK/Rs9LhKOe2NaLOzUYMyoiou6VRJURbQozKrfrHfaTwsT1XnFRE2F0EUkHXRzjQXYNkbOskcK5A+lEMNyURWBOzEGctukKrka6QP5dDCCl3Xxzj57CRGxSSxNoxZM0m9kkPSRGKrQ6QOZjHKtr1BEKAwUUYQ7WpwecbOVhUV+wZ1QbGAAoiy6PohMYIkoEcVSumqq3omzkZUFv5eSppo59/OChZRFm3vrADRlQEsTFb/fD+SLnH86XFGn09h1iz6bk0wfcDe3QsP+An2+hh5bgqAvlsTpA/nyY+W0OMqgS6dqZczCKLAsjd2knolazd1SwKSIrYkZeFSCCIEe3xklyjKrNnoMZVyxt3H64WIDgaQdMmZJuhl0tYkL/JjVgyu4Il//1eWL1/e6iVdEbQnFi6ArVu38sADD5BIJOjp6VnQcwVB4PWvfz0bN27k63/3t6QYp1PqQ7SkBq228ViGBSKUPGpNqc1W05WgTGS531NjzsPL/eh1r+0SYZlQLZhMvZwhfTTL+neuoGNDlMzRHFbNQvZJINifuxqSCfX7ncps57VRBFmgkq3hS2h0XRdzkgPUsEytYFCeqSLKAkpQpjRtNxYZVZNKtopRMTGrJrnRonNDVpwsO5+JZVgUxk9nI9cKhjN4CMv+LOs3Q5bJIqc9uv8ir/gkuq6PUxgrXVZ2eKNZzHs5V2SZVcs5DvSoTNcNUZb9TDfTB2Y49E8jTO/PO59x9kTRqTxX8jWKE2XHu21UTHuC5mzOrqzP3nhas/ng6SrVXI1Ap07nxqgztrlzYxRBso9nJSARHvBTmt0SV4KyXZxskijUwgqxVUEKE+7PBq+jRRTn/FArLU0PRyuwTKiVTM/60OuMWEfYzbPc/rO3829PPUlnZ2erl3TF4O1S6ALZsmULQ0NDxGIx7rzzTtLp9BmP33fffc7jd9999znPjUaj3HvvvTz55JNs3bp1UWv4pV/6JbbtfB4rUGW79BR5sov+e1qNWbPIHLUvOnrczgb2IpIiImnSRX2YbiP1Sm5JMm1FWUAJnI5gjKwIIKkS2aMlXnn0BJVMhXXvXM669y6j95Y4wR599nkiauj08/JjJWebuZSqMLJtynlsYvcMmeMFQv0+aiWD6f2nJ0iWpivO8yyTlg5gUEMyfbcmXNV1fzbVgsHxp8dP30C4jNjqIPE1oSX5XaIsEOzXuOa/ryS5Lsbeh49w+AfjFCYvHPNoGdYZ1eR6gyXYx2XqYA5fUkMJSIzuSDnNmIXJMqM7U6efN1GiOpvJLyoiWlR1hGBibdjxeWtRhd5bEo4/PNh72vMuSAKK//KLJOWZKiPPTXtqt0+UBSRN9NQ5tY6ki8RmewXKM1Wn8daLWJbFQWs3e9nOPVvu4fF/fpxgMHjpJ7aZN68aEb1582bS6TRPPPEEhw8fBuDNb36z8/hXvvIV7r//fh555BEOHz7M8PAwt99++xm/47bbbgPgnnvu4Yknnlj0Wq6//nr2HtzLylXLed76N8asE4v+XW6h3unvRUqpCpOz9gIlIDsXRFcz611VQzJd18fOL/xm/0kJyGc0I3VdH3Mu9IEunc6Np5vp1JBtEwHIHCty5Mlx9j50BAGBruvjJK8JoUdlKtmqPYp2lvxoycmwtgzrnMqNpIiEB/yoIfdGKFULhie2zN1sPypOVpYkek2Pyqz8r51c/Z6VpA5leOnrh8genf/wlIsR6vXh7zizOc8yrDMiJHOnSnaOMVBOVxmbI7DHd6WcCYG1kkH2RMGpEKsh2d6xwa4g99x4+qYsviZEaLYpWFREAj36Rc81oX4f8avsGxIv7JIATmNscapiWyC8sewzEGURNag4tjCvUrHK7OIZjvMK3/jGN/jCF76AKL5qJF/T8KbqWQR33303H/zgB8/4/3NF8r333su9997Lpk2bAHjkkUeIxWKk02mi0eiSr6enp4fntj/Hhz70Yb72tb+lEFrL8sw6RMGb9o65o0f1uEo1X/NU5aROYl2YUqriqiD9CyGpImbNopKrokUUlKDs7Az0v66D6QMZCuNltIhCsEd3GihL0xXbe4pdQS7MqbRMvDTj/O9qwaBasD/XvQ8dRU8qrP3lZUQHw6RfyXDyx/OPxDMqJiPPTblaAFqG5WznuxVJF0muDTO5L+PKscl1e89ikXXROc4kTWLvw0fInywviXiuM747fVkV0rlrMUrmGQ1z0/tP7yyWZyqc2jbl/HwlV3O+d4pPIjYUojhRxgI6NkSolQy7UVYVCfX7qeSqWFYNUbGHbrn5uwO2p73z2iiTe2Y8mT4V6NYpjNs7EGMvpC79BBeTsib4Kc8RjAT50Q9+xC233NLqJV2xvGpuS+YKaIAnnniCwcFBAIaHhxkeHnYqzQDRaJTBwUG++93vOv/25JNPAnbV+uwq9WLw+Xz87d9+lYceeohjuUNs4z8oWO4Xb5cisiLgySgggImX0swcnv0MXFCIkH2SU8nyJVSiQ6e34npvSaCGZFIHc4iyaA/wmV3z1L6MM7QnN1JkdMfpi8LM0bxjoTBr1rxudmolk9yJMru/Nsy+7x4lttqOxAv2a/OOxLNMe4s7tEQRfY1AVASigwH37kaYthjDhYIq0K1f1nCdQLfK+l9d3pDqM9gNbvVKaTMqpHaPwekdmdxI0bEGlDNVTjwz4fxtmeMF8mOzed0RGT2mUJqukDtZJLE27FhkJE0ksTaEOBtvKGmia+xHRtnk1PZpTwpoSRWJDgXRIu4fDnUxLMvisPUyO/hP3vyWN3FgeH9bQDeYV42IrpNOp9m6dSv33XcfW7ZsAWwRDZxTcR4cHOTQoUOAXalOp9Ns2bKFwcFB7rjjjiVb03ve8x5e2vsSHcviPC/8G6ng6JL97lYwvivtTE9Sgt7a7DDKJpZpDzXovSmxJJ7GSyFpoiPafEntDKHcc2McPT57Yj9rCtzYrrTTeFeYKKH4JEKzXs3iZGOiuyo5g/xohZ8+cJj0cIar37OSte9dNu98aVkXCff7Tuc4uw0LfAnN2ZJ3G0bFTiupVzTdhBZRFmXpUoOSk/usBmT2fPvwJb3Pi8EetOTOjOVyukolYw/DiK0JkxspOgI7dSjHzOwOkygJiKrk2DviV4Wd88U5AlsVaUYAVGJtiNgqew1ea8CTdQlBEuydsp9MXfZOSiupWGVe4BmG2cuf/dmf8dj3HyMej7d6WVc8r6qIu507d7J582YA7rjjDh555BHArjDffvvtnP1W3H777WzatIl77723KesrFot86EMf4mtf+xoDrGI1Gzxr7wD7JN57S8KT23uCCOGBADPH8ktTtaprX+t0Rax+ozHwXzqY3p8lP1bCl9TQYwqpg3Y1XAlI1IrmvDyRzZ6oVY/E67kpTvKaGIXpEof+8SSVnHHxwRcezRZ3A4Io2FnhuZpnfLIXQpQF/N2qbd1QpUVHKi4IDxx7C8mCrzfvGSUTxS8RHQoyuTeDZVh0bIxilO1GXkmzLSKZo3lbnC/h+zA3J9xr9NwYpzhVJj2cv/QPu5i6fcMf8vPPT3yfm2++udVLetXgSRG9detWHn744Uv+3O///u87Hue51CvK27dvZ8eOHRcU0Zs3b+a2225rmoiu853vfIe73vvfCSphNoq3oJa9aY2AWWE32+UuqaIrK2iXQg0r+OKqI3rngxKQUUOnxy33vy5J6qA92MXfoeHr0JzsUTUoUy0aSxZfpYUVtJji+KMbjSgL+JIKg2/tQwvJlHNVDn3vJLWSeUFBJCoCoT7/gt7TZiL7JIyK6bpIMcUv0XNjglPbplyV0KEEJHs983y7/EmFnlviJNfHKEyXGX7s5JIN9zkbPaYiSIKrUxZkn0Sw17ekvRj13ZRa0UAJysTXhGYnBlp0boxSLdRIvZJDVER8SZXCWHneN2ZKQCbQrXuid+QcBLuib9YsFL9ErWS43m9+ISzL4gj7OMQe3vqWt/LgQw+2q89NxpMieqkQBIF7772XO+64g6GhIVKp1BmWjqGhIbZs2XKOn7oZHDhwgP96+1s5duwYa9lEtzDQ9DUsJVpYofO6KKe2T3tuy8/fqeHv0Jjcc2aknCAJyLrkdPV3Xhcld7JIYaJMoEcn1OdndPs0YFdrKrnmNFsGunR8SY3JPTOX/uElRNZF1KDE0C/0o4VkLAv2/8MxSpPVcyrTalAmeXXElYN6BFGg/7VJpg9mnZsg1yDYSSdG1XRVRbXv1gTZk8VLNmaqQQktobD+nSuolYwLHh9LSXQwgKRJTL3s3oEZekwlvMzPxEszTdlh0CIKlmlRydbQogod10Q5+eNJLNMiflWIaq5G9mTxgkNo9JhKeMDPxE+bs96lJLk+DKJgJzJ5mLJVZC/bmWacP/2zP+WjH/2opyche5VXhYiu50Gf7Xmui+h77rmHWCzGvffe6wjmdDpNLBbj0KFDTgNisykWi3zsYx/jb/7mb+gLLGd15VrkmncbH3wJ1bF1CJLguirffIivDVGcqlCcFcqxoRAnnpkAmB3IUHHVWN5WVP9lXUTWRfpelyC5PkZ+qsThx0cop2sNFUtLyZUw4reZSKqIZVkXHABzRupGs6wbHsCNu3OhPh/VokFpuoIvqZG8OsyJZyaxDIvk1WGyx4tO/J+XqF9zlICEZeDK6ZTzwbIsxjjOPl4g2ZHkH//p/7TtGy3kVTGxcGRkhNe97nX09fXR29tLqVTiIx/5CIcOHeLBBx9E13VEUeRTn/oUP/uzP4vP5+POO+9k06ZN5wxdaSaKovD2t7+dW2+9lW9/9yEOl/bhI0hACLdsTZdDfeiBv1Oj45oIuVMlV1XT6giSgCgLWKZdcenYECE3YsdY9d2SRFJFcieLGCWD3KmiczNQzlRddUEUFYHemxPUikZTt/7NmkWtZDIzXGD65Rn0iMKK23uJrg6QO5ZHEAWMiv2eSbpIdGXAdQ09bp0GKGkiyXVhyjPuGqN8oQg2URbwd6pc9csD9N6cpJSpsn/rMXIny84x0Cj8HRpaRLHTTNyIAN2b7Yx3N/mJK9mac642SgaFyQpG2UT2SfS9toNqvkZxqoIeV0msDTvRmZIquuqYnEt4wE9sKEjulD3pcykjE5tJxSqxh+0cYR93/9bd/NNjj7asyNfG5lVRiQY7gWPLli1OTF3d6zz3ALzvvvu4//77mZ6e5ld+5Ve4//77W7Xcc0in03zkwx/hmw9+k2XBQQaLG5BN9w6uuBiiLOBLaM7JVxBbO0Ci7gmsTy/r3hyjlK6SPpRD9kn4OzR7oMJsRBuW5SR4uN2aosdVW6C28Ft+tmfasmDfd49SzRmYpj0BbvKnM666AQFIXhOhPFN1Bmu4AUkViQ4GSA/nXfF+CaJAz43xMyIVYU7TqeN7LjH8WHN3I8LL/EiqSOoV9/p2tYhCNV9ztaiTdNG2XFn2jXn9BlMNyviSmtPX0PeaJJmjebIni8g+CVmXWn5zLIgClmmPfFcCkuca3OcyZp1gHzsJBAM88n++e0Ykb5vW8aoR0VcKjz76KO/5lfdSK9dYx2aSQk+rl3RZhPp9BLp0e+RuE4/EYK8Py7TIj5ZQQzKd18Y4tW0Ko2yiBGXMinlRkSLKAr23JJxmQbejhRX0BTZHLjWOzeM1CWKrw46YNkrmvIe2NJNAt06taLiqSug2BEkg3O8nO1JwxJU/qdBza5zkuljTfM9eQvHbTYRuFvcOAvTenCA3Mg+/e0jGKNvnzdCAn2CPzqnn7Z6Q2KogudHTo9SbQaBLJ7IiwKlt057zbc+lalXYxwuMcZz3v//9fOlLXyISiVz6iW2aQltEe5CpqSn+x//4LbZufYQV4dWszF+NZHorj7mOpIloEYXCeLkx8VOzv1PSRTqujjC5J0OtZBBZEcAyL29CnRqyo8aw3O/xvlBzZCsQZQE1KDliWlIl9n/vGL6ozsTudFtsXQzBnnZXLc4/CaNZ6FEZJSKz/p0rANj7cGt8z+FlfrDsASZuRIsqRJYFXN+UV6/iqkGZaqG24N3C+vMFSaBjQ4SZ4TzlTJVQnw/ZJzXsJqK+sykqIr646okix4WYsEZ4mZ1oPpXvPPJt3va2t7V6SW3Ooi2iPczWrVu56z3/HatqsY4bSAhdrV7SZREdDKAEFSZ2pxf9O+peZsu0iA4GUEMK4y/aY35jQ0EyxwtLngahBmU6r40y9kLKVbFjF8ItNhRRFpB10UlrsAyL6f0znHhmcnaceevXqMdVZF1yPPGtxk0Rd5ImEuz1UclUkIOSLZ4t2PvdI1Rnai3bXQj2+cDCNZ9ZHbd87+ZDYp3dd9OIRBN/h4akiWRPFJFUkZ4b44y9mKaaqyHKwmVZW/S4SnxNiNEd067ta5gPVavCAV7kFEd597vezZf/8svt6DqX0hbRHmd8fJwP/uYH+d6j32NZeJCVhfUohjuncl0KJSAh+2SKk2W7smtal662CbawqOYNBBH6X9fB1L4MhfEyakhGlMXG+/IEe+u/7ql2M4Jo21Dq3kW3oEdlJF1k3TuXA7jG6hHq96EEZKb3Z1u2hjNwSSValAWCvTqxq0J0Xx93hXh28yCV+vdu5mienIu+dxdCCyuYptVw+4UoC/i77HOnZVp0bIhgVEym92cRRLuaPJ+iR118C5JAoFv3xHt8PizLYpRjHGQ3iqbw4He+yTve8Y5WL6vNRWiL6CsAy7J49NFH+cD7fo1MNsMQ1zDAkKczI+NrQkiayMRL52Z5yj4JLDuiKNjrIzoY4MSPJsGyt0qrudY16uhxlehgkLEXUq61dzR7suFC8MUVOjZG0aIykeVBJFViz3cOU5udgti2erSWsxsGXSGeZ+m8NkopVbksi1YjWcgkwlYQ6vPhS2r2zl2LUAIyCFDN1Zx4vZM/snemlIBMrXiurcTOuY5watu06zLnF0LOyrCPnaSZ5O677+ZP/uRP2tVnD9AW0VcQ+Xyez33uc9z7hXuJ6nFWV68lbHrzSyj7JCRVpDxTRVQElKBMOWU3eM1NzxBlAUEWMFwiriRNJNCpu9aPORc1rBAbCjLxUtpV6QDhZX4K4yXbOx2V7WxhTXLypquzgrppaxbsFIVyuvUNhq1K56gnrHTfECO5PkatbPDKP52gPF1tuXiu4+/UqBUMV0XaBXt9aGGFqX2t70W4FEpQRg3KrhkwJIigBBUqs5nUfa9JkjleIHu8gKSKSJpoZ/ILEOjUPet9Nqwaw7zMMQ6wds06vvHg/89NN93U6mW1mSdtEX0FsnfvXt7/qx9g2wvP08cgq8UNyJa34vBEWUBSRaoFg+5NMX0o52EAACAASURBVKJDQQ49PkK1YCBp89viazWBbh1/UmPCpZOxJF0k3O93bUpA/XNWgxKyLtJzU5zkNXbiQ/qVDKeen6YyK6gbiR5X6bgmwslnpzCrrT3uJE0kvjrE9MFsU74Dznt/a4LODTEquRr7/+EY/oSOIAiM7Wpd1bKOpIuuuYk+Gz2mogQksifcaS/Q4yqRZX7GXky7tkJeR1JFLNPOeO7YEKHjmggH/vGkPdbcg8ORLMtighEO8CI1ocoX//zP+K3f+i0kSWr10tosgLaIvkKxLIuHHnqIu3/9f2AYBquFDXTVlrna4iGpIqZhYRkWsdUh1JDM2M4UkiaiBGVKUxVkn4RlWK7IyL0UWlhBjSiuyhm+EFpUAQv3xLnNRmtlTxad96+e6lH3Tp9dna4PeWkEbpws10j0qIwclJxdgFrJ4MD3jp+RtuGG90SQBPpuSZA6lHNVBTXY5/fE917WJQI9uh196QEloEUU+xwlQLBXJ3eyhOyT6L0pwegLKSqZqiuOy0tRtPLs5wUmGeVd73wXX/zSF+nu7m71stosgraIvsJJp9N8/OMf56//+q+JkuBq3w34SqFWL8uhHoOEAP2vTZIezpMbKZ4hqOeSWB9GlMXLSvBoBaEBP7Lm3sEP8atCCAJM7XNJAx32BbOSrZ43Wuvs6rRRNijnqhz63klHTC+5oK7ff7byjCmApIgYVXPJ16EGJURZOCOmbnJvilM/maZWMh3x7HxnXYIWUewx1C5ZkhKU6dwQYWxX2pn85ybUoExsdYjx3WnX9m2cDy2q0HltlFPPT5/zvqoh2bZ2AF3Xx6jkqqQO5lzXbGpYBsc4wGFeprujh289/CBvfOMbW72sNpdBW0S/Sti+fTvve/dd7H9lH73SCgaN9WiCr6Vr0uMqyfURTj47iWVYqCG74e1ieaRzO7bVkJ2NXT95uhlf0o51cnXX+OwFx21RXHObjc6mXp0WZYGhX+hHC8nnVKiBy47LE0S7Mp4ezrfUe7nUEXf1929u1Xlus2BltsI/l3rKRKvTaAJd7vLByrpErWynprR6CuvFEBWR6MoAqUM514toQRTwd2rOLoPsky55Y6L4JSwLakWDQLdOeJnfGfrSKizLYozjvMJPqVLms3/yWX7v934PVVVbuq42l09bRL+KME2Tb33rW3z4tz9KNp9hdehqevNDSFbzPFjh5X4kVSJ1MGt3+sdVChPlRVUL4mtCiKrIpEs9xxciOhQEyyI93LrpgRfCjZMYk1dHsEzrkpm1si462dNzK9Rz4/IuJ3/a36FRnqk2b6tYAEE4LcYEyS6Fq4HZlAc4LYIWUHGbe+PhpGxwuups1qyLNgv6EiqVXK2lfQn1KaNjL0y7wwu7gMl+rUAJSCTWhhnfPdNyX/9C0MIKHRsinNoxvSjfu+yT0MIK+bESgijQeW2U6YPZpk5OTFkTHGQ3GVLc9b67+Nwff46BgYGmvX6bxtIW0a9CisUiX/rSl/jUH3wKwZQYZD29rEAUxKV/MQEiKwIUJ8tUsnZskSgLS+ZfrE8K9CU1FL/kygvY2fg7NQB7SqMLmTuJ0Q3bofPODJ9DXSgCpycjznp75wrqS/qo5/z9c6MVRUXAl9AojJexTItAl45lWRTGy0iqSGx1kNShHEbJJLzMj6TaVh5RFui+Ic7U3gzlTJXIygBaRGF8tkFv2c90MrFnhuJkmfAyP4Hu06OT+1+XJPWK7f0N9uhEVgY5+eNJwK4O1/3j/g6NxLowx384AUDndVGquRrFyRJaVGHZGzvxd9i7UGbN5OhTY2QO5zFqFqE+P+nhHGbVwt+hYZkWxakKgmjf8JZSFSzDQlTsc0UrBdliBnNI8RjGdGppFzJ7jLg5wk6QBKIrA8wcybsqied8KAGJUJ+f6QO2tWyppsHWK/Dpw/bxHezRqZXMhs0RyFsZDvISk5zida95PX/xl3/Odddd15DXatM62iL6Vcz4+Dif+cxn+Ou/+mtCaoTV4kaipY7Lbz4U7K700rR9curYECF3qkRxsnGiMdjrQwlItg/OQyTWhqmVDLuxx2WoYYXk+jBjL6RckYaihhUCXdqCP2NRFlD8oj0d7aY48avCiIqEUTaoFGqM70yRPmT/zmCfn/JMleyJIlpUoevaGCd+NIFZs+jcGEX2ixQmKuRHS3RdH+XUdrtCFlkZAGDmcB5RsUV0etgW0f4ODUEWbPuDAKF+O8KvbkmSVJHilP1d8SU1Khm72i3rdhNlPVpPiypYNcse7DNWQpAE5zE9plIrGtRKdnqNFlGoFewJcIEenf7Xd6JH7a1js2by8iNHqWUN/B06pZkqhfEysl8iNhRkal8Gs2oRWx3EMiF9KIfsl+h/bZJSqsr4rhTRoSCSaue4i4pA780JxnfPUMlUCfb6kHWJ9LD9ntqRhWVnbYIoLNorrIYVAp0aqUO5RYnVpRbR0aEgsiYyudd9EXayT6JjQ4SJl2Zc6c2+EIpfIrY6xOTemYZOHUysD1PJ1pzIPASW5DxXtkoMs5cRDjPQs4z7v/43/NzP/Zyrm/rbLJ62iG7DgQMH+L2P/R6PPf4YMTq4Sr6WoBFd9O9TQzJdm2Kc2jbdEm9tsNceGuCF5kN/h4ZpWJSmK65r2BIkgVCvzzWZ11pUIdTnswXLrO8UbLuD7J/dtp3d4UisC1OcLFOYKBPo0omvCXH86QnbrnJzgvJMhfxokVXvGMAXVWzfBDBzOMPYzjT5sTKyLiL7ZDInimDZlSxfQkVSxZbteEi6SHJtmMl9mXO2t/Wo3SNg1qwz8rUBCtMlhh8buSxLixKSCfX6mN6fPUMMC6KAv0ujOFnBrJr4OzVk3d4VEiSBnhviTO3LUJ6xK+++uMroDlvI9r0myfT+DMWpCnpcRQsrzg2lFlWo5o0zqt2+hIq/S2fKJaJViygIkuAUDNzA3GbtyIoA2RMF14/A9iVUIisCjO5MtaSSHx0M4Etql+WdNqwaRznIUfbj03x86S+/yPvf//52ZN0VTltEt3F45pln+NDvfIhdu3fRp69gRWkdPiEwr+cGe3QCPT7GdtoXx1ZmOashGTWkkBspIoh23nSt5P5KTMeGCLWi4coED19CxZfQnC3WZqHHVKoF23+rx1X8HZo9EliyxfDMETvNxd+pEV0ZZOS5KQAiKwOU01VKqQqSOhuRWBc6cy0asz5qURaQdJGht/bhS2oYZeMc+wfYAlWUhfM23DWTumCuMzdRo772uR5nt0x7FCT7va6fG4K9PkrTFWolA3+nhi+uOgkxA/+lg6l9GQrjZUL9PgJduiO+w8v8lFIVKtkagiQgiDRNKGoRhWCfzzVCfi6yX6Lr+hjjL6ab6vtdLPUmZkkTCXTNDqlqxddKmG0MLRoofonk1RHGX0zPq//BtExOcZRh9mAINf7wM3/Ixz72MQKB+V0723ibtohucwaWZfHII4/wod/6MBPT4wzoQ6y01qJU9HN+Vo/b28Ol6QpKQEYNuWfaVZ1gn4/IigAjz066tlu+jhZRsEyLSrZmZ502IMZssfgSKnpMbYjAD3TrlGeqTjd9sMfH2AuzlcrXJpk5bAtlPWaL6MyxAl2bY2SOFRxbxFIh6yKyLmLWLKdBse6nhtMCNXM8x5F/GXWOqbq4rnO5Irvu5577O+soUZn1v7LizH+ck6jRCKEf6NIxKo3zj54PQRLAsrBM6Lk5jlWD0R12pbDr+hiZ4wWKk2X7O7484PjD41eFKIyXKaUqiIqIpApL2nyoBGXC/bZn1y07R3OLFsFeH/nRouvPd5HlAQI9OiM/mWr1Us5A0kVCvT6n8TvQrVOcKp9zk2ZZFqMcY5iXKZHnN37zN/ijP/qjdt7zq4y2iG5zXqrVKg888AD3/O4W0rk0faxkBWvRBZ9TyYtfFcIyLFdWTh2E2TSDnO0PDfb6yJ4ouP4C03VdlGrBaHrldz74OzXMqrUgQRXssb23tYJBsNdHsNfH6HZbEPXekmDmsB0dN3cXAS7cVBTo0e0btgafveppH3Uxa9Ys9KTCujtXYFQNJPVMcV1n8qfTnHo+5YjYs0V2nfP9ez1uDjjjd55ek8i+vz9KcezMHoNGjt9OrA1RK5kt8+5rUQWjYp7XHiYqArIuOVGXc0X02QI7sT5MYaxEcWpWYCvCvKICBUkgstzPzJG8684dsl+i54Y447vSdl62i9HCCpIuUhgvz+4AuXuXUFQEem5MMPVyxjnf2XF1JxhmLwVy3PW+9/GHn/pDhoaGWrzaNq2gLaLbXJRKpcLXv/517vndLeRLOdYtu4b+ymqMMe81SWhRhcRVYU5tn3Z9Pqrss8VTrWigBmWMiumaKVzxNSHMmnlORJ8en7VelEwC3TqhPp+z/d5zU5yZI3kK42WUgIQSkJcknUQNyZiG1XTv/dmV4rlieK4tpM7ZIvtS/z65N8XJZ86t0AmSgBpSyBwvuv4YXgouNwtaEEFUT48Fj60KUpgoU56pEur3EV42p4K9JkR+vEQ5XT2jCg72Z9q5IcrknpklyedeCnwJ1WlI1eOqq3zZFyKyIoASkJjc4z4rzIWoe8wty6K0PMXuEzvIGjO8613v4tOf/jRXXXVVq5fYpoW0RXSbeVEqlfjqV7/KH2z5JLlilj5xJSuVtaiV1g5sWSySKtJ53exF0Q05sxehY0MEs3bpnORmUM8qtgwLPa4SXxNy0jv6XpN0PMpKUEYLyeQaPJCjc2OUWqk1FXtJF5Fk0Y4DPIu6LaTOQirRcPl2kKVkrlhrJopfomtTnPEXUw0ZqCSIIKmSUwlNrAuTO1WknJ4V2AN25Tk/XibQrVNKVVwzhEgJyHRvjjG2M3Xe489NXOim2yvUB6Uc5mXyZPmlX/plPvvZP2L9+vWtXlobF9AW0W0WRKlU4utf/zp/8P9+knQ2TS/LWcHaeTcgugVREQj12xdJLPeNDp6LINri1axa+BIqlkXTqk6yLqHHFEcM992aIHO84ETA9b0mycSLabIniy1JF1lMhvRSkVgfRhCFpg77ERWBUK+f7EhzEhe0yJxRyy3Ydl9MFvRSIKkiasgej506lLPzhYfzFCfLBHp0fDHVibWTdHFRg0AWiqgIhPr8jqWmlc3bl0LxS5g1C6Nip7WYNcsTlfK5mJbJKMc5wssUyPHud7+bT37yk6xbt67VS2vjItoius2iKJfLPPDAA3xiyx8wlZ5keWSI7txKgmak1UtbMKIs0HurHbXl1gEodWKrggii0NDKa2xVkEq2Rn6shC+pEV8d5ORPpuybjbBCrWQ41pK54419SY3SdLklnlE1rBAdDDDx0kzTbA6iLGAazRXwsj4n+7dJolZSxaZaiYI9OlpEcVI6mo0WVagV7GP8fDeGekxFCUhkTxQRJIH+1yWZ3JOhOFlGDSuIktCQBkzZJ9G5Mcr47rTrc597b06QHy0xc9R71WfDqjHCEY5xkBIF3vve9/LJP/wka9asafXS2riQtohuc1lUq1W+9a1v8Ycf/xQnRo8Tp4sh3zrCxYSnwuXnVnViq4KU0tWGDodZCkJ9PmT/4gbMiLKAINlRY1pUoeOaKCefncQyLCIrAlTzNXsc+3x/nyLQe1OCqf3Zlrxvki4SHvDbTa5NPqM1qxLZbCRtVjw3+f3UYypqUG5ZPnnPjXHyY6V5Z4GrIZlqwcAyLKKDQZSgzMTuNIIoEF8TYuZo/rKGy0QHA0zsTruuoXEuoiwQvypEetj+W734nShbJU7wCicYxsDg137jA2zZsoVVq1a1emltXExbRLdZEkzT5Ac/+AGf+eQf8fzO5wiJUZaZq+lioDHjxBtIbFWQUqpCcaqCpNlxZ25s4vIlNWRdtCti4qxX+QJ2CkEUZr2tdqW4Y2MUs2oy9XLmnBHWi0VUBMdi0CofLdgRZLVCrSmiQ/ZJ9Nw0m4ww4+5khIXSdX2Mar7WNL+5GlaotChdQvFLWJbdyDv3OL4cJE0kflWY6f0ZjLJJdCiIZVjzSjgRFRGzaiKpIpEVAXsUu0s88nNRApLTU5JcHyZzvNAQ/3ojyVsZjnKQUxxFkzS2/ME9/PZv/zadnZ2tXlobD9AW0W2WnJ07d/L5P/48f/8Pf48m+VipraGzsAxFUFu9tAWTvNr2vU681Dzf62KILA/g79Q4te30xC0trCBpIoWJMpIm0ntLwm5EytaQfRJm1WzIhbkeuTW2K918USTYW8m5U0UyR5tTydSiijN+u9HIfomezXFO7Wj8NNDLHdG9EERZoPeWJKmD2ctK41gsnddFqTU4UjLQpWNZFoVx2/bRsSHC6LZpjIp5hvc70K0THQwy8pMp1+RQnw8totB1XYyR56dcby85G8uySDHBMQ4wyShd8W4+8yef5q677sLn82azfJvW0BbRbRrGsWPH+N//+3/z51/8cywLBpQhlomrPJXoIcoCoiJSKxpoUQV/UnNlLraoCChBGTWoUM5UkDUJxS+jBmUmZhvfLpS53Ajm+mh9Sa2pFg/ZN5u40OQz21x/eMNeQxLwJzUKk+WGfpbN+FvOpj69rmmvp0sIskA1V7Mrv7XmWVckVcSX1Jw89N5bE1TzBhO700iaiBpSXGkn06IK/g6d1EH7ZkMNyZ6qPJuWyTgnOcoBsqTYuO5a/ujzn+Hnf/7nEUVv7Zi2cQfto+ZVytatW9myZQs7d+5s2GssW7aMP/3TP2VieoLP3/cnTCujPF3+Pi9Zz5G2JvHC/ZtZs5wqiyiLTsQb2BeQVqP4JcLL/JhVi3KqSqBTI9hlV7IyxwqOgAaaakmpC2gtrJBcF3Zyr5tBrWg4TZAd10Qcq0sjiawI0Lkx2vDXsQyL/FipoZ+lHlfpvTlx3ui9pcbfoZFYGwJoenxcdDBAZLmdKmQ2eTqoUTEdAQ1QTldQ/PZ3xN9hN/PWEZXWXqZFWUD2S2f8f2YPDa8I6IpV5qh1gB/zA37Kc7zhba/j2Wef5cW9u/jFX/zFtoBus2jaR47HufPOOxEEgeHh4XP+be5/sVjMeXzLli1Eo1HuvfdennzySbZu3drQNUajUf7n//yfTKTG+eaD3yQ4oLGd/2C7/u+csA5Rs7zhJS1Olpneb1dgtKhC96Y4st48cVinPoIbQNIl/B0addv56I4U0wdynHp+Gsu07CER10WR1NZ81cuZKiPPzW73Cva0w2ZhGvaAmmbcrBUmy8zMsxHtchBlgVCfb0ECV4pEkCLzT82pZGukD+eb4sGtx6A1C0kX0SIKANMHskzubZ1NKzzgJ7LSFvFT+7KMPGcP18mPlZz4PFEW6HtNAj1uf99b0V4SWxMitsq+0Smnq3ZevfvrH1iWRdqaYo+1jWd4nMPCy/z673yAQ4cO8ehjj3LLLbe0eoltrgDaItrD7Ny5k3Q6fd7H7rnnHizLcv5LpVJnPH7bbbc5P/fEE080fK0Aqqryq7/6qxw8eoDnnnuOX7jz5znAbp7mcYZDu8nLrR8mMl/K6Sqntk05MWOd10adi/OSIzArlG3h5O/SHRFdmq4wuiN1ztZ73UspCLan1ajaP6AEmi/66yJJj9rDWZol6Kv5WY+rZe8aNLKyWs3VmpKDKyoi4WX+BVUnjZkZjJn5i0Wzatoj1RuIc/ymKk0dwhEeCBBZMVt9rjU/X1xUBOf4P2MKqYWzFrNqOU2qpmExsXvG8dwn1oaJXxVq+DoT68P4O+wb3vShHJN73N0TMpeaVeOENcxzPMl2nsK3TOGv/uavmJ6Z4stf/jKDg4OtXmKbK4i2iPYwd955J3fffXerl7FgBEHgpptu4pvffICJqXH+vz+7j7yc4dnqv7LN+nfGteMYuL9RpT7+V5AEqvnaabEYV5dErNYtEKIskFgXRg3b9pGpvRnSw/PzZdeKhl09t+xGse4b4o6AaTalVIWRn0zZ+buSQKjf52wLN5rE2jChAX9jX0Swb6bmjvteampFg5PPNq6Rq+v6GL5EY48PSRVJXhNp+OvUUYKy85mkh3OM7z5/4aEZdG6MEl5mH4f5sRK5k8WLP8Gyvzf1m+LMiaIz+EiPqXRtii2JXUkQBQI9uvN9rBVO33gbZdOV6URnk7Nm2Ge9wNM8xgF28Qvvfhs//vGPeeXIAe6++25CocbffLR59dEW0R7lvvvuIxqNcscddyzq+U8++SQAX/nKV7j99tuXcmkLIh6P87u/+7ucmhzhySef5A2/8HpeKj3Pj/g+B63dFCz3NfGdjWVYpF7JOcIm3O8n0G03TwqisCihGOrz0b0pBoJdmTrxo8nLToAwyiZjO1POIIjIygBauEHV8wtQtwhoYYVQvx9Rao6KHn8xPa9osctiVvAYLZjstyQI9vrrkWWNwqiYnHp+qmkRiP4OjWCPDsz2BTRRDwoidnb07E311MuZy6q8VzJVJ/HGqBizkZX2HxRfE1rwzXu9x0OUBWJDIdSQfT6YOZJvWuLM5WBaBqesY2yznuInPEElmuPe//UFxifHeejbD3Hrrbd6al5BG+/RTufwIOl0mlgsxo4dO9i0aROCIHDo0CFnm+rOO+9keHiYdDrN9PQ0t912G1/96leJRk83Pm3dupVt27Zx++23O9YOtzAyMsLXvvY17vvj/0WunKHL30tHYYAOepGE5tsRFkM93SC83I+/Q2d0+/QlnxO/KoRZs0gfytmpIKrYuGYrATquiZA9WaQ0XXFyaZuKgF0hV0VCA/Y440ZXvNSQTGJdmPEX064dmXwxZJ9E13VRxna5f2rd2UQHA0iqxNS+xtu29JiK7JPs5r3Z46yZzE2n6dgYJXey0NCbBlEWSK6PkDqUpZo37MmiZeOix3igSyc6FOTks5Ngcd7pjG4lZ81wiqOMcIQaVd7+9rfzoQ9/iDe/+c3tJsE2TaUtoj3InXfeSTwe5/777wc4r4h+8skneeSRR7jhhhu48847mZ6eZseOHa1c9oKp1Wo8/vjj/PkX/5x//89/R0ZhILKSRK6PiBH3RIVB0kSUgExpuoKkisTWhEgdyM6OFIZQv5/CRJla0cDfoWHWrIaMDL4UnddGqZUMp3GymWgRhehQkPFd53q7L4YUDGLkFrZTIcoCoX5/Q6vSSkAiOhhkck9myUWJKAsEunTyY6UlbfwL9fsQJKGh2dp6TEWQhKZEt4X6fahBuSWjwxW/RPeNcSeTvRV0XR+jkq2eE8cZ7PMhigKZ4wVERUQLyy0birRQKlaZUY5xiqNkSRMNxPjI//NhfvM3f5O+vr5WL6/Nq5S2iG4xW7du5eGHH77kz/3+7/8+mzZtYufOnWzevJlUKuVUls8W0cPDw8Tjcefx4eFhhoaGnMq1Fzl16hQPPfQQX/7iX3J05Ag+AiwPDtFR6UerNtjrukQofonIYJDUwSxG2cTfqdnTyA7lWn4hk30SgmD7vPWY7enOnriEX7NB64ivDjH5cuaSlXEpaMeALVRI19GiCqIkLPl7LyoCsdUh0q/kmpo8cTkEe3QESVjyz1yQBML9fmaONr55MNjrQ9alefcLLCVKQCbQpTuvrcfVpjSaXhABRMke4NKxIYKkiYxuT50hor2AaRlMMsoIR5hiFBGJ97zv3XzgAx/gZ37mZ9pV5zYtpy2iPcaWLVu47777zvvYpk2bzlttrts/7r//fj74wQ82eokNxbIsdu3axQMPPMD9X/4KJaNIlCT96ko6jD4ks/XZzRdDDcl0bYpxavs0nRuizBzOkx8rNX3Yw8UI9vrQwoq97S7Y1XSj1BwxqPglQgP+0xXxBm7FR4eCSIrYFHvBUtGsYStLhRqSSa6P/N/27jW4reuwE/j/3HvxfhAAST1tSwRs+SE/GoKyndjabG2wSVq7dRzASrvZ3XRnJHzYnf2yM+Lqw06nnzzgp519zCyZdjrbziSVgXYzY7edHULbuHaaxBKYxLZsORZBSbZEPUgAJAE+8Lr74eJeAnyIBEUSpPj/eWDinnvvuQckRP55eO45uPXr7Oa9h2rvEfseCxSLvHUBse7fhtltgtfvwO2PJrfF10W2SMZQjgf/RSdmx+cx/skUJEXA1mnRZl9pfTOXpaoqppDFGK7iFr5ACUW88NwLiP77KF5//XU4HI5WN5HIwBC9w+m9zIt7ouun8Ukmk+jt7d3RPdHLKZVK+Id/+Af82eCf4Z2/+ztIQqBTPYD94hB82AuxVVM/rEKxaXM5T9XmEba1m7XeT715qjallCRvv+XF7Z0WtD/uxvV/Ht+SeYPrmV0KOp/y4OZwZtMDmMkhb/gNdVafGZY2EyZHN64XdqOX/TY5ZLgO2pG9nN/QoSeKXTYWvdnMX4S8jzghmSRMfLL1vwh5H3HB7FJwazi7+sFbyFiO+xfaFJz1q0/a2rVpJm98kNkWYb/enDqDsdpwjRlMY69vP/7jf/oP+N73voeHHnqo1c0jWhZD9A63OESn02kEg0H84Ac/QCgUQjqdRiQSgd/v37L5oFthYmICZ8+exf/4r/8Tn37+CayKDR3lA9iLB+BBR0vHT1u9ZngCTtz6ZXbFH1yyRYKkSCgVyrB4TPAdcWnzP7f6B53QZtKYnywBAug42obJ0QJKhc0f66mP/52uTQNmcioo5Tf+ukIWOPh8O7LpPApjGzc/sr3TAqvP3JJx5mtl8WizpIx/vIG/vAng4PPtmPpyFtOb0CssKQJCFqjMV7W52QW2bCYJj9+JYr6EmdvzkK0SoGJb3KDqetAOa5tJW6FUaHOyr3RvhR6qZbOEzqc9GL842bKbVOfVOdzGl7iFL5HDOMySBf/u1B/j+9//Pp599tkdcd8L7W4M0Tvccj3Rw8PDePPNN5FMJuHz+RAOhxGLxVrc0q1z6dIl/OhHP8LAf/8BbmXHYFVs2Cs/gI75A1sWqB17rXDsta5rTlrFJsPeYTH+LN3+mBvT12davsSuZJLgO+JE9nJeCzAekzaf7BaM+zW7FOzr9mHsQmZTArzZqaBYKG96z+l9T+/Zdyra12kTPo+dg3w+pwAAIABJREFUT7VBrajGqn6bzdZuxly2BLWqoq3LgVKhjJnbm39z5Go8ASfmskXMZYqwtJmgWGUUbq39l0DZrC3ck0vnjVC9Ff+WFwdnGTK+Hf42vvvd7+KVV16BxbJ1q5oS3SuGaLqvXbx4EW+99ZYRqC2SDQftD8Gb37cpgVrIAmpFhdmpwOo13/P4TEkR8D3qwuSVGZQKZdg6LFCramtvWqrZf8yHmTvz2kwXWxA8zU4FxVpPtPtBO/I3Z1EtbexFLW4TfI+5cPtXuQ0LFI79VqgVVeu9tEhQq9qqgJJJgtVjwswdLZDVz84iWyS4HrBj6qq2/LZzvxWqqvW47vktD4rTZWQv125Q7bRAKAKFsTkICXAetGPm9hwq81WYHAokkzB6ahW7XBsao8L7sAuTVwob9jrbuhww2WWMX9z4cGvrsKBSrKI4VYJik7Xl3DfzrzS197OkCBz8agfGP5ls+c2/kkmC84BVGxamasNJ5nNF4/1zLxSrjP3P+nD7w9ym9OovF5xfe/01/OEf/SG+9a1vwW7fGTeHEy3GW1vpvnb06FH86Z/+KW5mbuDjjz/Gf/4vp1EwTSGFd/E+/g5X3BeRE+PYiN8l3Q/atQVSABTz5Q25walaVjF+ccrofbX5zLD5tJXeJJMEq681qw8CwM1UxniNbYcd6HyqbVOvpwdoLWDaIFs2fs7w0kwZhVtzTQVL2SI1rFLoCTiNbVu7GfuPtUOxam3tfLJNW6kR2i8FHU+0GcuR2zosxtLxQhawtJmM1ehkiwzZIqFaqWJ2XAvj+i+Aik2G2aHdUCskAdeBhc+NY58Vni5tFhMI4MCxdlh9ZsgW7QbOPc8szB3f/pjLuL5ik5t+b81liijc2pweWud+K2y1lTbLs5VNDdBWnxkHn2+HqM1ucf3n4y0L0LJVgsVTe09IgOuAzVjJNPv59IYEaAAoz1UwfnFheXGT895v0J5X5/CFehkX1J/gPbyDy/gYL7/+dSQSCUwVppD4mwS+853vMEDTjsaeaNqVLl68iHg8jv/13wZxKzsGM6x4wHUIvvI+uGZ9TS3qIinaD1vZKsFkU7Zsnmf7Hgt8R1z48qfjm3Zz3FqZnQpkq6wFPKuEtoccyKXzm3czYl3P955nPJi6NrPhn3dbhxkWlwm50QLMLgW2dosxv/SB59ox9eUM8tdna18HN758/w4A7Wa3uWzJ+FxYvWZjrLVik1Etq1u/sE2NySGjPFc1/lqi2GQjiLU/4Ub++izmJ0twPWCD66AdN34xAQA4+NV25EYLKNycg8VtgsVrwtTVGZjsMtyHHZj4dGpj/xJRG39fuDmnzSu9yX/psHdaIFtlTH8xA0kRsO+xonBztql5yzeKbJagqiqqJRVthx2wdVjWtFjTRlFstV7pXzffKz2j5nEHN3AHN2o9zgq+HX4N3/3ud9njTPclhmja9fRA/Zd//lcY/TINGTI6TPux3/YAXFMdsAjriuc69lvRdsiBsQ8yLVntSw/wQhZ44IUOTFyawszt+ZZOmWd2m+DpcmjjwdXamNJcaVN6D4Uk4PE7MH19FuXZChSrjPI6l902OxVY283GgiNd39iH4lQJ1382AVu7Ga4H7Lj9a22Mu63DgtJMefNWlNwO6oKrfY8FxemysSiQY58Vdz6ahMmpwP+NfRg7n8HUtRmY3SZY20zr/itM/dev7bADc9midlPrJjC7TagWqyjPVeA8YIPJLi9ZnGSr1E9Jd+D5dhTG5jB5taAND6tu7VLlQONNvIpNXvHGw6paxSQmMI4x3MEYZjANRZjwevjbeOPEGwzOdN9jiCaq88UXX+Cdd97B2R++hffe/ydUUYUbPhxsewhthU44yu6GcdSSImDxmLdkFbbV1I8VbX/cDUlZmDKvVUv6SorAgee1cD87Pm+E/s1y4Ll2FG7NrbgioaQImJyK0cO2L+hF/uYc8tdnYWs3w/2QA7d+qU1ZtpU3Tu5kljYTynPaEtOLb6g98Hw7cum8MR5cn4FmOfr444lLUxs2TGG5a+jvv/3P+lC4OWdMPbnV9Psn9Cnprv98XBvHbpdR0qcHbDGLx4Q9T3sw9kHG+OWmpBYxgZu4gzFM4CbKKKHD3Yl/e/Lf4JVXXsELL7wAk8nU4pYTbQ2GaKIVFAoFJJNJvP322/jh//4RZsszsMCGA64HETj0MHDZBsxvzymYFk+Z1/mUBzd+PqENI9ji2Sfqe9M6n2xDtVzdtOWYFZsMtaKiUtRWhKyWVKOXby5bNOa9/vL9O1CrWg9rqVDZkin7diPHfivmcyWUZytoO+yAvdOCsfPa0IS2Qw7MZucXhsmotekUpzan59nkkLEv6MPNCxmUZiqQTGLDb0xdVe3fnvcRJxSbgjsf5rRpJNtMWzZNX7MsHhMy2Uytt/kGJqEN8fnKU934V9//I7zyyis4cuRIi1tJ1BoM0URrUK1WMTw8jLfffht/+ed/hSvXRyFBRoe8F/tcB+HIeWGHa1vOayopAlav2ejd2/+sD9NfziJ/Y3bLA7XJIQNCoJQvLwyRqA372LBr1JZXr5arqBarUKwy5qfLmP5iBkISEBK2fOEY0ujTqEmKwN6veJEbLcAbcKJwZw5qWd3wXmHHXivsnRZt/mRoY59nJ+a3bqyz/u+rNnd29nIeM3fmYXYqgEDLp61cSVktIYs7yOA2JnATM8jDLCz4zonX8ft/8Pv45je/CY/Hs3pFRPc5hmiidbh+/Treeecd/Phvf4zk0DmU1RIssGGf6yDaiu1om++861jqVrJ1WFAqaONb3Q/ZYeuwLKy6toWh2uxSYPNZMHlVG3rhfcSF6S9n1rXwg/shO4QsMDlagGyR4H3YiezneQ7F2CGc+62QzTImrxYgmyW0P+7GxGdT61qp0vWADeXZCmYnitpNkPcwRntd9GXIOy3wPuLC9X8eB6AF+rlccVsszrJYVa1iCplaaL6FKWSgQsVD+w7hje9F8Oqrr+JrX/saFOXeZ+0gup8wRBPdo3K5jPPnz2NoaAiJv/5bfPzph1ChwiV7sNe+H85pHzzohCK23w8gk0OGYlO0mSTMEvY/247bv8qimC9v6Thq2Syh42gbJi5NoTxbga3drM0LvEJPnZAF2h93Y+pKAcV8GY69VghZaL3rtKMpVhlth+3I/GYaahXwPuxEcbq84kIiQhZw7LOiMKbNpuE74kKxUEb++ta8F+qX1e54sg3l2QpyI3nIFgmWtto84Nvsp6yqqihgGhncQga3kcUdVFCGXXHixL+OoLe3Fy+99BL27t3b6qYSbWsM0UQbLJ/P491330UymcQP/+KvcXvyJgQEOhx70TbfDk95D9zwQhLba5p2IWvLbBduzkGtquh8qg2V+Soyv5kGRO3mxC1ahrzjyTaUZ8rIpbWeScksQQCw77Eil9ZmUPA96kL++qwxfzTdn9q6HChOlzE7Pg9Lm9aznL8xC5NdwfxUCZJJwoHaQiFbNTxCv0FRscvY37Mwznq1X/5aaV6dRQa3a49bmMccFJjwjW/9Dn73ld9FKBTCI488si2HpBFtVwzRRJtsbGwM586d03qqf/g3mCkXoAgFPksnnHNeeEQHPMIHSd1ePdUWtwmqqqI4rY1f7jjahi9/Og61ot7TVHJrJmpLEz9oh32PFeOfTKLtsAN3PpxsyUwj1HqOfVbY2i0oTmlzWU9cmtbmB9/kYUiSSYJaVaFWVHgCTljcJmMWF8deK2bG57fsF8y1UFUVs8gjhwlkMY5JjGMGeQgIdD8TxGvhP0Bvby+CwSCHaBDdA4Zooi2kqiouXbqEn/zkJ3j33X/C24l3MFPRfri54YUHHWi37oGr5IOp2rrVCBeTFAGz22QsN37wax2YulbA9JezkK0SJHnlqcvuhT5VX+Y309tyLCm1hpAFzC4Fe5/x4sb5iQ2fr1tSBEwORZujWgAPvNiJ7OfTKNycg2KXIUliW/0FpKpWkcckchg3HkXMQ4KEp554Gr/32u/i+PHjOH78OBwOR6ubS3TfYIgmarFr167hvffew/vvv4+//eH/we2pWwAAB1zwKZ3odOyDbbINVti3zZ9aTXYZlZK28l7bYQfseywY+0Cbusyxz4q5THHdN/V1PtmGmTvzKNya06YhK2/9YhO0M9QvUrL3K15MXi0Yv+g1y+ozo1qsamPs91nhfcSlrUKpajfBlmY2d7nxZlTUMiaRMQLzJDKooAwFJrwU+m28FHoJx48fRzAYhMViWb1CIloXhmiibSaTyeCnP/0p3n//fbz9N+/g0sglqKjCAhs6XXvhLHlgn3PDDS8UsT0WNTCmLjNJOPCcD3c+msT8ZAn2TguEJFa8KUynWGWU57UFJlwP2lGcLG3afMF0/xGStsJhfmxuzStXKlYZzoM25Ea0MfZ7v+LFXLaIySvaSoFCbI+pEFVVxQzymEIGU8gaH1WosMtOvBr+PXz961/H8ePH8cQTT0CStte9FkT3M4Zoom1udnYWH3zwAd577z28+4//hPf+8T3Mq1oodZnb4Cx64IYXPlsnrHNOyJBb3OIFbYcdkBSB7OW8NnXZY25M/KZx6jIhC20O3ZE8CjfvHraJ1uLAc+3I35w1lnDXuQ/ZARWYujYDk11G++Nu3PloUvuryRbPmb4cVVUxj1lM1gXmaeRQRgkCAocPduEbr/4OXnzxRbz44os4dOhQaxtMtMsxRNOulkgkcP78eZw4cQLd3d2tbs6aqKqKL774AufPn8f58+fxk+S7SKVStR+0Epxww2vpgNfUDmveBQfc22ImkIWpy/JQqyr2Bms9f+kCzG4TitOllocYuj+YHAoqxQqErC07f/P8BEqFCpwHbICqIj+2PX5ZK6rzS3qYi9AWRfJYfXg18nt49tlncezYMTzzzDOwWrfn3PNEuxVDNO140WgUyWQS6XQa4XAY8Xjc2Nff34+BgQFkMhm88cYbGBgYMPb19fWht7cXoVAI/f398Pv9CIfDrXgJ96xareLzzz83gvU7ib/HlRujqKICCTJ89g7Yik44ym64TV44qm7I1RbelS+Awy/vxdSXM8hs0hLgRBCA/5v7MfHplLa0eIvos2XkMYVp5JDHJKaRwxy0nnKnyY1vvNqL555/DseOHUN3dzfcbnfL2ktEa8MQTTtWLpdDMBhEOBzGmTNn4PF4kE6n4ff7AQCDg4OIxWKIx+Pw+/2IRCIAgKGhIQBaiI7FYkZ90Wi0IWTvdKVSCRcvXsT58+dx4cIF/OT/vouRqyOoQJtVwAYHnKIN7e4OmPN2OCptsMO5+Tcv1v5sbnLIKBU2eZo82vVMDgWlmfKW/ZWjpBZrIXkSeUwijxzymEIV2nvdqbjx29/8OnqO9eDYsWPo6elBZ2fn1jSOiDYUQzTtWNFoFJlMpqHnuV4gEEAsFjN6l3O5HLxeL7LZLDwez30fopdTrVZx5coVfPjhh/joo4/wq1/+Cuf+/h8xOa/NeSsLGS6TB/aiCy7JA6/TB3PeDlPVsiHh2uN3QLErGP948p7rImqG2aWg/XE3bv86tyHTJVbUSq13uT4wT2Ie2kqJCkw48vCjeOmb/xJPP/00nn76aRw9ehROp/Oer01E2wNDNO1YQggMDAxgaGgIyWQSPp8P8Xgc3d3dSKfTCAQCRmDWBQIB9PX14dSpUw3DOQYHB+Hz+XbscI57NTMzg4sXLxrh+t3ke7h48WOUoE0XpsCk3cQou2GetcEhueEyu2Ges0MWa7+R0exSIFtkzI7Pb9ZLIVqWkAXcD9gxea2w5l5p7Ua/OcxgGjOYRqH2cQZ5zEIbHiIg0O7sROiVl/DMM88YgfngwYPbZkpKItocDNG0I+kh2e/3G8M1Tp48iWQyiWw2i2Qyid7eXix+e/f29qK7u9vogdZvLNTDNC1QVRVjY2P49NNP8dlnn+Gzzz5D6hfD+OX5X2GmmjeOs8IOt7UNDrEQsJ0mN0zzC73Xiq025Ri/29A2oNhklGcXhhKV1fKioJw3wrI+/EmGgn3e/fj6t47jsccew6OPPopHH30Ujz32GOdiJtqluN4n7UjpdBoAEIvFjFk14vE4hBBIJBINvc93Ew6Hd23v82qEEDhw4AAOHDiAl19+uWHf7OwsLl++bITrzz77DO8NvY+R2TTK1RIwD0iQYVMdcNnc8Hm9UOaswIQCK+ywwQEFJvbU0ZaoqlXMYQZzKGBemYXSoWL85gTyxWmtDNpsHQICdtmF5148ht8KPmME5UcffRR79+7l+5WIGjBE07aQSCRw9uzZVY87c+YMuru7jZsHF09L5/f7jZ7l5WQymXtvLMFms+Gpp57CU0891VCuqiru3LljBOvR0VGk02n887mf4+bE5yhiYWoxGQpsqsMI1fpH/blJbJ9lz2l7q6pVzGMWsyhgFgXMYabhoz5OGQCksgz3rTZ0f/W38PiTj+PQoUM4cuQIjhw5gkAgALOZ7zsiWhuGaNoWmu0R1kN0LpdrKPd4PGhvb2/YX98rncvlEAgENqDFtBwhBPbs2YM9e/bg+PHjS/bPzc3h2rVrGB0dxZUrV3DlyhWk02n87P/9AlfHf9MYslUZFthghhUW2GCBtfZoLNsuqzbSxquqVRQxj3nMoog5zGMW85irPRbK9LmVAe0vIC6TG888+zSOPv0EDh8+jK6uLhw+fBiHDx9GR0cHe5SJaENwTDTtWMFgECdOnMDp06eNMiEEhoaGEAqF4PV6EYvFcOrUKQALs3OMjIwYIZu2l9nZWVy9ehWjo6O4fv06xsbGcOPGDVwdvYZf/ezXyExlUMQc1LrB1TKWhm0zrDDBXPewwAwzFJi3xcIzu5WqqqigjBKKKGG+9rGIYm37buEY0G5wtUo2HOo6hK989RljuNH+/ftx6NAhdHV1obOzkyGZiLYEQzTtWIlEAidPnsS5c+eMGwtzuZwxD3R/fz/efPNNY38kEoHH41lxSjzaGarVKu7cuWMEbP3jjRs38MW1L/DLn/0amWwGJcyjgqXzUCswLQnYi58rUCBDgQITZOO5Agnyrg9oVbWKCsqooIwyyqigVPtYRhkllDBfC8WNQVnfVhfdXSogoMAMq2xF4NEAnux+oiEc6x/3798Pu93eoldNRLQUQzTtaPqCKplMBqFQaElAvtuKhXT/m5ubQyaTwfj4OCYmJpY8xsfHcXXkGj4ZvoTCbN4Ie3ezOFjLSwK3DAkSBKTaf3Ldc2nRvqXPBQRQ+79Gf14f3uujqP5c+38VVaioGv/d/XllSbkejBdC8kJArqCMKlaeY1mCDBPMsMhWPHDoII4GH0dHRwfa29sbHvVlbrcbksS/DhDRzsMQTURUp1qtolAoYHp6GtPT08jn86s+n56exq0bt5H+ZBS5zCTKlQrUWkBdLrwu7o3dKiuFdwkyJCHBarPiga4D6HrsMFwul/FwOp3LPq/fdjqdnOqNiHYVhmgioi1WqVRQLBaNx/z8vPGxUqlAVdUVH0KIuz7MZjPMZjMsFkvDc0VRdv1QFCKijcQQTURERETUJA5EIyIiIiJqEkM0EREREVGTGKKJiIiIiJrEEE1Ea5ZIJNDX14fh4eFWN4WIiKilGKKJdoFkMrnibA7RaBQAEIlEluzzer1GHX19ffB4PIjFYkgmk0gkEq16OURERC3HEE20C4RCIYyMjDQ8UqmUsZKj7vTp0w3TqWWz2SX16MfpK0MSERHtRkqrG0BEW8Pv9zdsR6NRhMNhIxgTERHR2jFEE+1CyWQSb7311pKe5rWcFwqFMDg4iN7e3k1qHRER0fbH4RxEu1A0GkUsFltSnkwmEQgE4PV6EYlEkMvljH2xWAy5XA59fX3w+/0Ih8Nb2WQiIqJthSsWEu0yiUQCkUgEi//pRyIRJJNJxONx9PT0IBKJIJPJIJVKtailRERE2xdDNNEOlEgkcPbs2VWPO3PmDLq7uxvKent74fF4EI/HG8rT6TR8Ph88Ho+xHQgEkEqlltRBRES02zFEE+0yQgjE4/FVh2Pkcjl4vV4MDAzg1KlTW9Q6IiKinYFjool2EX2RlMUzdQBaz3O9CxcuAAB6eno2v2FEREQ7DEM00S6iB+XFITqdTiMYDCKRSCCXy2F4eBjRaBShUIhDOYiIiJbBEE20i2QyGQAwxj3r/H4/zp07h7Nnz6KrqwuRSAThcJgLqhAREa2AY6KJiIiIiJrEnmgiIiIioiYxRBMRERERNYkhmoiIiIioSQzRRERERERNYogmIiIiImoSQzQRERERUZMYoomIiIiImsQQTURERETUJIZoIiIiIqImMUQTERERETWJIZqIiIiIqEkM0URERERETWKIJiIiIiJqEkM0EREREVGTlFY3gGinuHHjBrLZbKubQUTUUl6vFwcOHGh1M4hajiGaaA1u3LiBhw4eQgXlVjeFiKilXC4XLl26xCBNux5DNNEaZLNZVFDG0+IFOCSXVigkCKF9hCRqZQJCCEAIQJKMMixzHCAat+sfwKJzRGNdUt1xENrArEXnqvXltXNV/XxjW7+OVqiK+vK6dtTqUuvrrz1V65oBSSxs19WHumPUWn3156mS3ubl2ra4vsZrqvVtx8I5DdtYpqx+G7VrL1v/0nqWPV9g6bXWUP/COWpjPYvq18rUJWUL22pD24w69c9rrX7ob5NF7dPPFw3HqQtvvVodDWW1OoT2bquVLRwj1eoSQjXeZqKuTIJae3vUlS17jGocI9Xq1fdpZfp23TWhQhIqJFE13spSrUygCtk4DpBE1ThPMs6rqx9aHTLqjhPV2vWqkER14VyokKFC1MrkWvu1c/XjAFlUIVA7pnYtCVVIRpl2Xe06C22Ta9sLr71adw11STuk+s8bVGMMpyQAGaL2GkTtPLHwMD5nUm1b+3h5tITX/3gM2WyWIZp2PYZooibY4YRTtGkbQoKQxNIQLUlLQ7QkIBaH6CVBWxjHLpRJjYG5/hgjPC4XokVj+eKy+u36EC3p5fXnLVxjSYgWYvkQXR+wFx2zbJlUtw91+5cLtMuF6LsF5BXOWxx07xqil7ymuxy33PZazrtbiK47ZsUQLe4SouvqXwjRakN7Vw3RtXO0kKyXLZyz8KVbOKYhRC9TpofohjI9hANGkNXLjbLFIbe+bEkYXi4gL4RorWzhGLlue+GY2nZdiNbDrFwXovVz9Y9a2cK5cl3Y1s5fCNF6yJYbgrV2jl6mnyfXArfeDrn2uoxzje26YC1q5bWvk1wXouW6EC3XQvRCmVTb1p4R0QL+iyAiIiIiahJDNBERERFRkxiiiYiIiIiaxBBNRERERNQkhmgiIiIioiYxRBMRERERNYkhmoiIiIioSQzRRERERERNYogmIiIiImoSQzQRERERUZMYoomIiIiImsQQTURERETUJKXVDSDaSWaQh1BFbUuCqAIQEoBamRDafiEAVTLKoB8nLRwHiMbt+gdqVRrn1B8HrUw/DkL7dXjRuWp9ee1cVT/f2NavoxWqor68rh21utT6+mtP1bpmQBIL23X1oe4YtVZf/XmqpLd5ubYtrq/xmmp927FwTsM2limr30bt2svWv7SeZc8XWHqtNdS/cI7aWM+i+rUydUnZwrba0DajTv3zWqsf+ttkUfv080XDcerCW69WR0NZrQ6hvdtqZQvHSLW6hFCNt5moK5Og1t4edWXLHqMax0i1evV9Wpm+XXdNqJCECklUjbeyVCsTqEI2jgMkUTXOk4zz6uqHVoeMuuNEtXa9KiRRXTgXKmSoELUyudZ+7Vz9OEAWVQjUjqldS0IVklGmXVe7zkLb5Nr2wmuv1l1DXdIOqf7zBtXoOZMEIEPUXoOonScWHsbnTKptax8vj5ZARBqGaKI1qFQqMJvN+LD4U6DS6tYQEbWO2WxGpcJvhEQM0URrIMsyisUifvzjH+Phhx9udXOIiFri8uXLeO211yDLcqubQtRyDNFETXj44Ydx9OjRVjeDiIiIWow3FhIRERERNYkhmoiIiIioSQzRRERERERNYogmWoPOzk78yZ/8CTo7O1vdFCKiluH3QqIFQlVVdfXDiIiIiIhIx55oIiIiIqImMUQTERERETWJIZqIiIiIqEkM0URERERETWKIJiIiIiJqEkM0EREREVGTGKKJiIh2meHhYfT39yOXyzWU9/f3IxAIwOv1IhqNrqmuvr4+45xIJLKkztX2E+1UDNG0a63nh8Vq56ynTiKirRaJRNDX14dMJmOU9ff3Y2BgAPF4HKlUCul0etXvY9FoFMPDwxgaGsLo6Cj8fj+CweCa9xPtaCrRLjQwMKD6/X41lUqp2WxWDYVCaigUuqdz1lMnEdFWi8ViajgcVgGoIyMjqqqqajabVQGo8XjcOC6VSqkA1Gw2u2JdANRUKtVQ5vF4jLLV9hPtZFyxkHalQCCAWCyGcDgMAMjlcvB6vchms/B4POs6Zz11EhFtpVwuh66uLpw7dw7BYBAjIyPw+/0YHh5GMBhc8v1KCIGhoSGEQqFl6/N6vUilUvD7/cuWrbafaCfjcA7addLpNNLpdMMPBY/HA7/fj7feemtd56ynTiKirfbmm2+ip6cH3d3dazre7/cjnU6vuP/MmTMNQz76+/vR09NjBOTV9hPtZEqrG0C01fQfCIt7h/1+P0ZGRtZ1jv4DoZk6iYi2UjqdRn9/P1Kp1JJ9+vewdDptBOxcLod0On3X72GnT5/GxMQEhBAAgO7u7ob6V9tPtJOxJ5qIiGgX6OvrQzgcXrYX2uPxIBQK4eTJk8bsGSdPngQAtLe3r1jn4OAgEokEhoaGMDIyAp/Ph97e3jXvJ9rJ2BNNVFN/l/pGnbOeOomINtrw8DASiQSy2eyKx8TjcQSDQXi9Xvj9fgwMDCCRSKw49CKXyyEajTaMmR4aGoIQAolEAqFQ6K779ftHiHYq9kTTrqP/QFg8V2kul0MgEFjXOeupk4hoq5w9exYA0NXVBa/XC6/XCwAIBoNGz7AEYnLlAAAG0klEQVTH48HIyAhUVW0YprbS+OkLFy4AAHp6ehrKu7u7cf78+VX3E+10DNG06/j9fng8noYb/vSxfyvdgb7aOeupk4hoq8RiMWSzWYyOjmJ0dBTnzp0DoPU+x+PxFc/Rv78tRw/Hi288TKfTCAQCq+4n2vFaPMUeUUvEYjFjrlJ9TudwOGzsHxkZaZgvdS3nrLafiGi7GBkZaZgnWlVVNR6Pq0NDQ2o2mzW+n9XvHxkZUQcGBhrqOXXqlNrd3W183wuHw6rf71/zfqKdjD3RtCudPn0aZ86cQSQSQVdXF/x+f0NvTDKZRCQSaeqc1fYTEW130WgUXV1dGBoaWjKXczKZXLKC4cDAAEKhkPF9D0DD7Bur7SfaybjYChERERFRk9gTTURERETUJIZoIiIiIqImMUQTERERETWJIZqIiIiIqEkM0URERERETWKIJiIiIiJqEkM0EREREVGTGKKJiIiIiJrEEE1ERERE1CSGaCIiIiKiJjFEExERERE1iSGaiHacRCIBr9e76iMajTacEwwGIYSA1+tFJBLB8PDwqtcKBoPo7e3dsLZHIpGGdq2XEALpdNrY3uh2brTt3j4iomYprW4AEVGzQqEQUqmUsZ3L5RAMBhGLxRAOh5ccPzg4iL6+PsRiMYRCIaTTaQwNDeHs2bPo7u6+67Wi0Sh8Pt+Gv4aNtt3bud3bR0TULKGqqtrqRhAR3YtcLgev14t4PL5siPZ6vYjFYjh16lQLWtcoEonA5/NhYGDgnuoRQmBkZAR+v3+DWkZERM3gcA4iuu/lcjn2ghIR0YZiiCai+14oFMLJkyeRTCabPnfxGOZoNIq+vj709fXB6/UiEAhgcHBwyXn9/f0IBAIQQiAQCCCRSKyp/lwuByFEw3jtXC6HSCQCIQSCweCyda23nZFIxNgfjUYRCATg9XqXbateX19fn3Fcf39/wzHRaBT9/f1IJpMN11xuLLj+OdLHqOdyubvWQUS0nTBEE9F9Lx6Po6enB729vRBCoLe3d12BGgAymYwR/kZHRxEKhZaEw76+PgwMDGBgYADZbBYDAwMNNwE2S78JMpVK4dy5cxgaGtqQdurbo6OjiMViGBwcRCqVQjabXbbOdDqN/v5+HDt2DENDQzh16hT6+voaQn0mk8HZs2cRiUTQ19eHN954Y9m6otEozp49i6GhIYyOjsLn8yEYDDZVBxFRKzFEE9F9z+PxYGhoCKlUCrFYDJlMBr29vUt6UdfK7/fj1KlT8Hg86OvrAwAjJOdyOfT39yMejyMUCsHj8SAUCuH06dPrulY6nUYymUQ8Hkd3dzc8Hg9isdg9txMA3nrrLUSjUXg8HoTDYXg8nlXDfjgcRjgcht/vN27UXDy+Ww/8+rWXe02Dg4M4d+4c/H4/PB6PUYfe67xaHURErcYQTUS7Rnd3N06fPo1UKoXTp08bwXI99ej0sdb6UAS9h3u1WT/WSh/WsZ767tbOjRKJRHDhwoWGslAodNcbHpPJpBGeF5+n97KvVgcRUasxRBPRrnTmzBkAWNNc0YvtlJsUV2vnG2+8gVgsZvSe+3y+dYX1xddZLfyuJcgzQBPRdscQTUT3veWGKOi9pxsd1vQQ2kw4z2Qyyz6vr6/+NSw+Zr3S6TQ8Hg+6urqM8cnN0oeZNEOfq3vx1yWZTOLYsWNNt4GIqBUYoonovjY8PGzMPJFMJpFOp5FIJBCJRHD69OkNH2+rj0PWbwbM5XJIJpOIRCLLHu/z+RrC5OIhJn6/H6FQCJFIBOl0Grlcbt3DUBbLZDI4ceIEUqkU4vH4mnrYE4kEksmk0Y5kMmn06q9Vd3c3wuGw8TlKp9OIRqPIZDLrHjtORLTVGKKJ6L7W3d2NVCqFTCZjTOGmr1641hv0mjUwMIBoNGpMH9fX14cTJ04se2w0GkU6nYbX60Vvby+i0eiS8cJ6wA0EAnj55ZeNY+6V3+9HJBJBIBAwpprr7e2963CLUCiEeDyOrq4uJBKJdfVEAzBuvIxEIggGg8hkMhgdHb2Xl0NEtKW4YiER0S6k946nUikjkA8PD+PkyZPo6elZdkVFvTc9Ho9vaVuJiLYj9kQTEe1Cw8PD6OnpaejR7u7uxokTJ+5pTmsiot2CIZqIaBcKhUJIJpMYHBxsmJ5vYGBgxfHbRES0gCGaiGgX0seK6+ObhRDGkt6nTp1qdfOIiLY9jokmIiIiImoSe6KJiIiIiJrEEE1ERERE1CSGaCIiIiKiJjFEExERERE1iSGaiIiIiKhJDNFERERERE1iiCYiIiIiahJDNBERERFRkxiiiYiIiIiaxBBNRERERNQkhmgiIiIioib9f4ZR5SleDZD5AAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots (subplot_kw=dict (projection='aitoff'))\n", "sp = cy.plotting.SkyPlotter(pc_kw=dict())\n", "mesh, cb = sp.plot_map(ax, np.maximum(0, ts_with_prior), n_ticks=2)\n", "kw = dict(color='.5', alpha=.5)\n", "sp.plot_gp(ax, lw=.5, **kw)\n", "sp.plot_gc(ax, **kw)\n", "ax.grid(**kw)\n", "cb.set_label(r'TS including prior')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Counts vs Flux" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`SpatialPriorTrialRunner` supports counts $\\leftrightarrow$ flux conversions in much the same way as other trial runners. However, signal-injector-based conversions are not possible because the signal appears in a different position for each trial. So for example, the following is not possible:" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "ename": "AttributeError", "evalue": "'SpatialPriorTrialRunner' object has no attribute 'sig_injs'", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", "\u001b[0;32m/tmp/ipykernel_29431/582389252.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0msptr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_E2dNdE\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m20\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mE0\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m100\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0munit\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1e3\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;31m# TeV/cm2/s @ 100TeV ?\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", "\u001b[0;32m/data/user/jthwaites/csky/csky/trial.py\u001b[0m in \u001b[0;36mto_E2dNdE\u001b[0;34m(self, ns, flux, *a, **kw)\u001b[0m\n\u001b[1;32m 212\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0mclarify\u001b[0m \u001b[0msig_inj_acc_total\u001b[0m \u001b[0mvs\u001b[0m \u001b[0mget_acc_total\u001b[0m \u001b[0msituation\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mboth\u001b[0m \u001b[0mcode\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mdocs\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 213\u001b[0m \"\"\"\n\u001b[0;32m--> 214\u001b[0;31m \u001b[0mflux\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfluxargs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0macc\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_split_params_fluxargs_acc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mflux\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 215\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mflux\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_E2dNdE\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mns\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0macc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mfluxargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 216\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;32m/data/user/jthwaites/csky/csky/trial.py\u001b[0m in \u001b[0;36m_split_params_fluxargs_acc\u001b[0;34m(self, flux, *a, **kw)\u001b[0m\n\u001b[1;32m 157\u001b[0m \u001b[0mflux\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mhyp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mPowerLawFlux\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'gamma'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 158\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 159\u001b[0;31m \u001b[0mfluxs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0matleast_1d\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msig_injs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mflux\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 160\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mall\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfluxs\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mfluxs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 161\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'cannot convert to mixed fluxes'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mAttributeError\u001b[0m: 'SpatialPriorTrialRunner' object has no attribute 'sig_injs'" ] } ], "source": [ "sptr.to_E2dNdE(20, E0=100, unit=1e3) # TeV/cm2/s @ 100TeV ?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "But this is fine:" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "1.0685320290882531e-11" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sptr.to_E2dNdE(20, E0=100, unit=1e3, gamma=2) # TeV/cm2/s @ 100TeV !" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This refers to the flux that would, on average, yield 20 events. Depending on the true source position, the flux might yield more or fewer events; but averaging over the spatial prior, this flux yields 20 events." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Remarks" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Spatial prior analysis seems complex, but ultimately it just comes down to performing all-sky scans and penalizing the TS according to the prior." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Future work will include making it easy to restrict the pixel set that is evaluated and documenting how to do so. This is important for optimizing transient analyses where very few events are likely to be present, and only small time ranges need to be studied for ecah source." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3.7.5 ('fra_env')", "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": "3.7.5" }, "vscode": { "interpreter": { "hash": "d88666b47f742f3f5a0b418666a5e03bc74239906f5e6035577f034bf8e13ee0" } } }, "nbformat": 4, "nbformat_minor": 4 }