{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Puts ALL WISE Astrometry reference catalogues into GAIA reference frame\n", "\n", "\n", "\n", "The WISE catalogues were produced by ./dmu16_allwise/make_wise_samples_for_stacking.csh\n", "\n", "In the catalogue, we keep:\n", "\n", "- The position;\n", "- The chi^2\n", "\n", "This astrometric correction is adapted from master list code (dmu1_ml_XMM-LSS/1.8_SERVS.ipynb) written by Yannick Rohlly and Raphael Shirley\n", "\n", "
\n", "This code adapted by Seb Oliver 19th June 2018\n", "The only difference between each of the WISE_2_GAIA_*.ipynb files is the field name set in the next box\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "field='Herschel-Stripe-82'" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "This notebook was run with herschelhelp_internal version: \n", "0aab440 (Thu Mar 22 09:41:13 2018 +0000)\n" ] } ], "source": [ "from herschelhelp_internal import git_version\n", "print(\"This notebook was run with herschelhelp_internal version: \\n{}\".format(git_version()))" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/sjo/anaconda3/envs/herschelhelp_internal/lib/python3.6/site-packages/seaborn/apionly.py:6: UserWarning: As seaborn no longer sets a default style on import, the seaborn.apionly module is deprecated. It will be removed in a future version.\n", " warnings.warn(msg, UserWarning)\n" ] } ], "source": [ "%matplotlib inline\n", "#%config InlineBackend.figure_format = 'svg'\n", "\n", "import matplotlib.pyplot as plt\n", "plt.rc('figure', figsize=(10, 6))\n", "\n", "from collections import OrderedDict\n", "import os\n", "\n", "from astropy import units as u\n", "from astropy.coordinates import SkyCoord\n", "from astropy.table import Column, Table\n", "import numpy as np\n", "\n", "from herschelhelp_internal.flagging import gaia_flag_column\n", "from herschelhelp_internal.masterlist import nb_astcor_diag_plot, remove_duplicates\n", "from herschelhelp_internal.utils import astrometric_correction, flux_to_mag" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "OUT_DIR = os.environ.get('TMP_DIR', \"../dmu16/dmu16_allwise/data/\")\n", "try:\n", " os.makedirs(OUT_DIR)\n", "except FileExistsError:\n", " pass\n", "\n", "RA_COL = \"servs_ra\"\n", "DEC_COL = \"servs_dec\"" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "## I - Reading in WISE astrometric catalogue" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Table length=10\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
idxradecw4mag
degdegmag
0353.7549831-7.11420578.689
1353.7277395-7.09991519.019
2353.7138451-7.08824828.946
3353.718982-7.09520618.437
4353.7232144-7.09213318.574
5353.7186766-7.08449698.352
6353.7239507-7.08809088.569
7353.7271978-7.08744828.486
8353.7243164-7.08566068.894
9353.7342789-7.10911448.307
\n", "\n" ], "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "wise = Table.read(f\"../dmu16_allwise/data/Allwise_PSF_stack_{field}.fits\")\n", "wise_coords=SkyCoord(wise['ra'], wise['dec'])\n", "\n", "epoch = 2009\n", "\n", "wise[:10].show_in_notebook()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## III - Astrometry correction\n", "\n", "We match the astrometry to the Gaia one. We limit the Gaia catalogue to sources with a g band flux between the 30th and the 70th percentile. Some quick tests show that this give the lower dispersion in the results." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "../dmu0/dmu0_GAIA/data/GAIA_Herschel-Stripe-82.fits\n" ] } ], "source": [ "#gaia = Table.read(\"./dmu17_XMM-LSS/data/GAIA_XMM-LSS.fits\")\n", "print(f\"../dmu0/dmu0_GAIA/data/GAIA_{field}.fits\")\n", "gaia = Table.read(f\"../../dmu0/dmu0_GAIA/data/GAIA_{field}.fits\")\n", "gaia_coords = SkyCoord(gaia['ra'], gaia['dec'])" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/sjo/anaconda3/envs/herschelhelp_internal/lib/python3.6/site-packages/matplotlib/axes/_axes.py:6462: UserWarning: The 'normed' kwarg is deprecated, and has been replaced by the 'density' kwarg.\n", " warnings.warn(\"The 'normed' kwarg is deprecated, and has been \"\n" ] }, { "data": { "image/png": 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MPuggPP+nP+Gf/+n7AIDPn3gSXnrxRSy89BJcceW38fFjjsGWLVtx3bX/lDCIP/vZz3DnihUol8vYsmULvvud7+DGG2/CwYccgnUvv4zLL1+EfffdFyeedBIefeQRXHrpJViw4BIce9yxWP/Keiz+3mJs27YNV111NQCgUqngRz/6IRZ/7/sYNmwYvrd4Mb595ZX4zW9/K8v1r2vW4I477kRTczMmTZ6cqIOfPfAAKpUgwQPAyJF7ZKr3HTt2YPfu3Rg3Vj9rcOzYsXjxpRet92zcuDFxNuHYsWMBAO+99x4OPfRQbZlu+fLlOOOMMzBmzBgpP2XKFADx3lJHRwdWr16No48+Oi7fz36GpqYmLR1znC1btgwXXXQRrrnmGvz617/GxRdfjPvvvx/Tpk1LyH/961/HqaeequkS+WxpabGWdcOGDbJstrLuvffe1vs88mNIGzNA75Dmxnl/4wF9fb/evHpd5SmLI23oevToGJIXThEZ0iWAM+STi0+rO2LwYMIhJJaZO28e5s6bBwbgqquvwX//91N44Gc/xSWXLsSKO+/AeedfgNmf+hQAYN9998W7776LlSvuxOdPPAkNDQ349tXX4JRT+CQ3YcJEfHHuPHzn6qu0dE866SRMmjQJDMDv/uNREEIwYeIEjB8/HuPHj8fKVXfhA+PGgTGGf/mXlfjUCSfg6/PngwH40Ic+jG3bt+Haf/5nXHzxN8Ei55IF31yAadOmgRCCs846CxdffBG2bNmK0aP3AgB88pOfxHTlDECzrkeNGqU45aj7j+4+oYIQgs7OTgBAU3OzJt/Y2IhSqWQNQdbZ2YlmQ76hoQGEEHm0k6i7X//619i9eze++tWvOtu4s7MTF1xwAUqlEhYuXCj5vfbaK9E/zM+f+MQncPbZZwMALrroIvzhD3+QxsyUb2trQ1tbm7MubPq7urqw1157aWOqsbERAFAqlRJjLcu49MvbdgxpYyadBCydJC8vrqXxNl15+VrktRrPmPAL0EMd8UMnOU8Zj8ReMEIjEaLrV8NHabx0NIjKGxkyojgX2OSlQctQLuKQNw3m9OkzZMSPhoYGHHLwIXjttVexefNmvL9xI2668QbccvPNMp0wDBCGIYJKBZMPOgh7jNwDK1fciddf/zP+9uabWL9+Pc+LDKUF7LPPPjKNo2Z9HFOmTMG8uXOx77774qhZs3DCCZ/B+AkTATC89tpr+PyJJ0p5BmD6tOkIggB//ctfpLH50Ic/LMs9fA/+JlUJAnnfPvt80FJHshYx53Ofw7vvvSudQFTcuWIFpk+frtXpM888g3PPPUfKTJs2DUuuX8LTrVS08VSulDGstZVzMmGup7m5BeVyWakfJj0Zhw0bpun5xS9+gdmzZ0vDZLbxli1bcMEFF+DPf/4z7rrrLkyYMCHXuJw+fbp27dBDD8UTTzxhvWf58uVYsWJFsrIAzJkzB4sXL070x+bmZpTLZY0XBrs1qh9VPu+c4xFjSBszoLo3XFZevVavNOrNA0iGgoL6GyNi5W36bcesSN4ij0gPySAPRb5auYiix9Qv9DY0NGp6QhqiUCjIJ+grvn0VZs6I94REGsWGBjz9h//Beeeeg08eexymTp2Kk0/+It544w18b/F3uWyUYnNLq7y/paUFP773Prz04ot48sn/hyef/H9Ys3o1Lrl0Ib4+/yw0Nzcn6i6IGqaxsRGlcgkAoiU0+5M8T7PZUkdx/u+48065D6eWC4BcBlTr9JBDDsGDD8b7hS0tLdhz1CgMGzYM7e3va/Lt77djrLqUqLTBB8Z/AE888bjkGRja29sT6W7fvh1//OMf8aMf/UhRE+fn7bffxvz589HR0YH77rsPBx54YO5x2djYqN1DKZXfTV1f/vKX8elPf9qaRltbm7U/jh8/Hn/96181XpT1Ax/4gDWfecarRwzvAOLRL0BgTt+9p3/dutg5IggCrHv5ZUyaNBkjRozAuHHj8O4772Df/faT//7nf/4bd999FwqFAtasXo0jjzoKN918C75y+lcx8/9+DO+88w4A9z7oU0/9F+5Y/iMcfMghOO/8C3Df/avxpVNOxcMPcUOx//4H4Nlnn9Huee7ZZ9DY2IgP7rtvj+tCYOLEidhvv/2s/2x7QC0tLZrMuHHjQAjBYYdNxR//GO8RUkqxdu0fMWP6jIQOAJh2+DS89dZbeO+9+HiSP/zhD2hra8OkSZMk9/zzz4MxhpmKc4nA5s2bccYZZ4BSitWrV2v35cHLhmPMn/70Jxx00EFW2T333NNZX6NHj7bec/jhh+Oll16Sy7EAL+uHP/xh5z0e3cOQfzMbihDLgrbJ3fYiBKTIp/BwXLPmqUbyeXkA+PHdd+FDH/owPvJ//g/uvmsVduzYgblfOgUMwDnnno8bllyH8ePH4/9+7Ai8+MLzuGHJ9Tjz6/MBAKP22gtPPP44nn/+T9hrr9F44vHf476f3AuALyc1NTcn0mtsbMTyH/0QbcOH45OfPBabNrXj6af/gEOnHAoAOOfc83DB+edi8uSDcNxxx2P9+vW4fdlt+OLcuRgxwn04YVZ0qy1d/YIxfO3Mr+GC88/H5MkH4WMf+xh+fPfd2LlzJ+bOmyvl2tvb0draiuHDh+OwqVNx6KGH4dJLLsFVV1+NzZs34cYbb8SZZ56pOWysW7cO++zzQbS2tibSXbx4MbZu3Yp77rkHLS0taG9vB2MMhUJBOlVs2bIFjY2NqXX2i1/8AlOmTMHMmTPx8MMP48UXX8Q111zjlM+Lv//7v8ett96KhQsXYsGCBXj11VexatUqXH311TVLw4NjyBszdQPWtm+VlVev1SuNWvBMLBmS6PRkZZ8roIBw4oh5IJT7X/pSnXAW0PUAIZg2A2ryUSaYkU+5d6bsaaWVq5p8NV6tn7lz52HFnXfgjTf+ikM++lGs+vE90uPsS6eeinKljLvvugv//E8/wNhx43Dueedj/lncaeDCiy5G+/vv49yzz0KhUMSBBx6If/rn63DZwkvw4osv4nDhFRe5wBAA02fMxOLv/wB337UKt958E9qGD8dxxx2PyxYtAmMMR82ahX+69jr8y4oVuG3pUowbNxanf/WrOPvscyx9jFmNjFZXVdse0kHHxfOoJnHkEKGXMWDWrKOxePH3sHz5j3DDkutx0EEH4V/+ZRX23HOUzMfHj56FC77xDVx44UUghGDZ7bdj8eLv4qunfwVtbW344he/iAsu+Eacz2jpcc89R2oPWIwxdHV14dFHHwWlVP7uTKBYLGLdunVRu87FzJkzce211zrr5qSTTsIvf/lL/OAHP8BHPvIRrFy5EpMjz89ajL+WlhasXLkSixcvxty5czF69GhccsklOPnkk2sy53jEIMw1Aw8BmJuqZlUMFF5cS+PVK3xy0A9iFJN+vD4PUIu8GErE0J9XHoAW/NeUF9fTyiUTM+Sz8CKdjx48GddetwSfmzMnDukEva7VJcosbcMAfP97i3H1Nd+Rs7BZNpM39wrjvmmvOzNttS1FUc26jq/rXot5+WTbGw8asi2JVrBMbRk9gVjbjOjy1cbHiy++iJ///OdYvHixVf64447D3Llzcf7556fq6S5frczd5fMYtDt/9yoA4OQp4zPf058xZoz7LXtI75kRop/11B8/2zajTT7TZ3naoiWslJE2ISTyNLPIR282ybzlk3d9BiEylmI1+YhIyKu8NilGfFq9m/I9+ZxIS8mrybvKmafu+D9H2/BvCZ5Z+4Sbt7d98sGQKFY4S/5FfTHeAMl6NAxZls/Lly/H5z73uczyeT7XbFx287NHEkN+mdEGV4fJwxNSmyeyWsK1JzKYUYu2BCHam54qm/qm4VE7MIAU8rXl0qVLEz+a7o/j0qM28MbMY0jjpXXr+zoLHnWCachMPPbYY72UE4/ewJBeZnShmiNHFr4WOmqNofi+UJN26IdtOeRABu+49KgNhvSbWZoDiO4F1r95UYY0XjpbmDwnIS4lllUY0xwxiENPWn4YgEIO+ay8+t3Gi2VVW925eFdd55VXKjSWifSYvCZvqztLKDBXG6jtqfKUQTv6Jq2u4208lnAAydv2KnrSlvx7/xx/PRmX3eH9MrYdQ9qYxRN6spPk5cW1NN6mq1Z8Wl4Zi508knnl2/qMASDp4aCIwpvpmuGpEhOSoieLfJZypfFqKCieZnp+qJzqpbKkvMLb0hYokNhRQjWGap0KY2umQaIyUKUMlAFFwuSDBZSyESgHkEbeg9LcRTxVeaXMyfwz2R/kNiFJ8lnbIG0c2Lhqesy21PxDLW1sptHfxmVPeQ8dQ36Z0eaV1B3exdUyje7kiVKWMGRAcmJRJytVDwGfnIF4klbTZYD2m7HU/BDCJ+k61gM33Ml0mSM/IYDQNGSw6BB8jjwR5btadyRK26aHgiAwysAABIzIuJhmPl18yCJDZpQ5Lf8FEhssQuK2Vw2Zq7xpPGA3Zrn1EF7ezG3s4LqTdn/jPXQMeWPmkQ1+GHUPBPa664/16coTN8q9mRMPj/zwxmwQwLaM2B0ecPP9DXypLuc9OeTj/cSkDmudIief0gbOPOWUrxV6I13bW1t35PP2CY/BgyFvzMxN5+7yLq6Wadh4vgUS7fsoEzBjDGE0Yeo8tNBFKh9GG/6U6UuT1nSj++tVrrTyynSh559H2HfoYQ75hH51303UEZP3MPD9rFCtOxhtgCo8A6ilDcRd/OdUxjIwknqcdSTKgWRdwCIf3+WuazOftW5j12dX21jllTa25dVEPftpb/AeOoa0A0higzmxj1R73rZZnJUX1xhjcpKRoX8gvBYZKI3LJ50QiD6Rq3xo41nsDaimqzouMJHXlHzWkleNQexckeSJxaBBrdMq8qLeAIBRHkeSiOuKnpAwFFhSv6g7Xr96W7Ko4kTdiTZQLZSoU1E2El/I3TaCJw55dQmxal0TEbcze5tl4WW9xS5HcT0gbhsWVZ5rnImCUKbvqPXmuOwN3u+d2THk38y0Dft++Fnd/NU+Sw9EW2gd3Ujzv/YQRXnDVsk00vJWx8+2fJrlSqtTIS8maVMmMVmISST6rPLCKMHQw1QZTT8RVibRNq4y29rA1TaKVcqkRxjyzHXtCGdVu89I8GrbqIZM5y2fSQaZHnzui75v1ksePPjCe9WFBjiGtDFzdYxa8LXS3S0M1tWIbpSrnm2JbrTlYG2aesN8+FAxYMalR10xpI2Zh4eHh8fggDdmFlTbMM7C10JHtzFYHya7Ua56tiV6oy09AESrugN9XHrUFd4BBPp+iXqtP/NM4UUZ+AYxpFeXygOwhiJicQK6U0IkagulZEu3lrwtn+ICM/YDwcQ5W3HopZ7UtXCkse2hufTAwvN9OXebJfQQR5lT6i5rW5KUOmVwtHFKH8oTXsuVf1Ne1guPaZLg1fuzto0wgH01XrPWRV7eL33aMaSNWWwAkp2kJ7ztWi157smod2hhyIRDAlHypDopMECGTALiCA9icoknRb6JHiKavAw9qv5a1p0WhipKl5dZLysRWSR66KXuPo3LCQnRoZIGnzRW8UnL6gSvtg1VHgY4rYeDSqYNGZ4qrY5IxrYEc4cgU9tSbWN+PxHN70wXpryFz9TGiuFRHRys6SqGQ/Cp8lK/3gZKpjRdal5rxdd6fHhD5saQX2Y0J6ue8LXUZeMBIKQ2Q8b5xJRNkodBArCGZBImiinfBCh4GCpTTy3Ly42CWV4CSnVDpumB6gEXT+YmEm80KflR29H2HUhOqgDPo61tKIvyn7EuRB1krTtXW4rvZggyV5+gsIeJcvdFR1iplPxb29io67R0bW1TNZ+Ee+za2iBvXfc33kPHkDdmHjEG2lCp59ge6BMHwcBqz7z1PdDbx6P28MasH0IuF2blu5NGN+7Jo8fJM/uyH4N7OdCZtkWcMQfvkIcjXffSZG3qTu5v2q7lSLdW+XGl2109OZuyG21fm9zWqswefY8hb8zUPZAsvHm9Gpc3DXWyV0MIURZH6jDDUMV7Akb6Ym/Jka4ZGglgKCJebFR5Wz5toY7cPJNLoZTpZQ+pqjfmGWNwhqcC399S9QdhFHkD9vyovC09LV3lunYt4rsT3kn9TCMjFFJ7iKZECDIXDx5eK8iQH/HAYHtwcPUvWI5CAAAgAElEQVSJvONDL6/OE2LpW5ayO/NvaRsT3RmX9Q7VVS/eQ0e/dAAJwxC33norHnroIXR0dODoo4/GNddcg7333rvqveeeey52796Nn/zkJ1VlbRvMKurBWzf+mR6eCqo8HOGpEE86jMX7Qta0mR6iKLrAZVkyNFIh0h+yeClP1W9LNy1cli3/lFupBK/ub6l7U2pbEe4tIOtB7ksxkWHTu8+sU728Zpsl0yVR+4g7ozpVwlCZbczAUvQk66KgtY6lTgHpaemqaxFeSy1bos3g7itpfcLVt6x6pEeiPfyVuEq4KAiJ6wdKPSTaJjLeel3rfVSTd+mx8SltaZPPWhf14P0Sqx398s1s2bJleOihh3D99dfjvvvuw4YNG3DRRRdVvW/NmjX4/e9/nyutahvKvfmZKZOu4JmYpBW5eDIHgOxhcIiFRwpfIG6dZrpwhMtSd27MjWzzYSKNN/+p+ZRveuogJ3HYKpN3tYFtsiCESMOk7UIRkpj8qn1mFk8/l4NDtTp18a62FHnO0ldcfSLvZ1d+XH1RbybL+IDNmzFfGzg/52xLPQ/dr6PufvZIot8Zs3K5jHvvvReXXnopjjrqKBx88MG4+eab8eyzz+LZZ5913vfmm2/illtuwdSpUzOn5eoYteBz63Bs1yvjzCMFdW1LlytFN9rYt2V12OpPvIFmlXfxTmNQo/7j0Xfod8Zs/fr16OjowMyZMyW3zz77YOLEiVi7dq31njAM8Y//+I8466yzsP/++/dWVj08PDw8+gn6nTHbsGEDAGDcuHEaP3bsWHnNxJ133gkAmD9/fl3zVm0jubuyHr2PXG3pep/ybdlrSHsRqsW49G058NHvHEA6OztRKBTQ2Nio8U1NTSiVSgn5l19+GXfffTceeOABFAr5bLPLASTNMcTmlFALnrl45tbD+BeZ1zSepcjDwVOG+GfUqn5jU9zmYdYT3synWheiibO2mYsnxFHXhKedpc3EBNvTNk7mrft1R1G7EGSuvpK3LdX8aHWRMs5svK0t0+oxL09qpCdvHeXl/RKnHf3OmLW0tIBSiiAI0NAQZ69cLqO1tVWTLZVKWLRoERYsWID99tsvd1pyord0kp7wtmtpvBmeyuStRkxuikOGNKrGE0V/YmLgF4BInkbxjHgOmJzs42Gv5zWtLsT1LHXnCo0UMs5TyvNTjIxaSJU8MabcqQx4hU+UF0J//FXTz/TyIjJihECLQBJPuIjaQJwVFz8YmHkSG/rC0cZVd2o9pfGE8EePWoUgU/tEFvlUPUpbJsNZ2fWYUPuQ6RjhqjeXgTSvibqDzFN1+Sx8recWb8jc6HfLjOPHjwcAtLe3a/z777+fWHp8/vnn8frrr+PGG2/E1KlTMXXqVDz88MNYu3Ytpk6dinfffbdqeuqA6Cmf9x6G9PBUJg9iDyvFcvLu/BCEiAyZAuH6bp9K3eV1ydnkGYzJnl9ByGJDpuazEjIE1MgTcYRYivQn8kUIAgquR30hQcwn2iD6XiDEqFZ7yCTKSJTPpB4CoFiwh8uywcXDUrZahSBDTnmnHlf4K0fbJN4SFV5Nw50eEnz2cVm7OaGevIeOfvdmNmnSJLS1teHpp5/GiSeeCAB4++238c4772DGjBma7JQpU/DII49o3M0334x3330XN954I8aOHdtr+fYYOqjVlOLnpu7DT+weJvqdMWtqasJpp52GJUuWYNSoURg9ejQWL16MmTNn4rDDDkO5XMb27dsxcuRItLS0JJYXhw8fbuX7I1wP2u7n79qmnWc+6A15IO89+X5AastTt9JF0qCJJdgk73jLSslPreralp/e4uG45kL+Mvf8x8PVl21N3l3mgYAHX3gPJ08Z39fZqBv63TIjACxYsABz5szBokWLcMYZZ2DChAlYunQpAOC5557DrFmz8Nxzz9UkLXNzuRpvXq/GZZHVPwNyl8G8jzHeYBnzauMZi8NKqaGU+CTK5F9Vni8PsdSwP+rnOGxVhhBLDAholTBURn5cdUfA0FAAisRSD8zUz/PJlzFZIjK/rWzRFaW+lLxGvBnCiyn6mF4ZCBl4CC617hh34uBtU73uRPiprGGx8oQgS+hRaoBW4dWyi0QKBIlf2sV7pdlDSpnXbFw1uPqUui+dGB+WNq6W13ryHjoIG8I1lNioNqqiHrx4ulOf8bSBL57+UvYMhDyz8E55Bm1iFTwRjiFEPB3r3oxJ+UivoZ//FW8c1eW5Xj5xRwXW5MV1W7nM/ANAg8XLUYa5UnjIyV9MTiJBLlgkSXkQ7qRh06OaUpW/9geLccVV37HmVW0bod8sG+fj/Kh1p5lWhkRbEqLLu+q0Gp9oYzXdHHzRyI+QY0znRT9U0xV1kqg3ycftZ8qbe02mATP1EECLMqKND0vZiKVtTNSDz/NGeufvXtW+D/Q3szFjRjiv9btlxt6GuUFs6zC15s2JTTU46uBJ0wPAqsfNM23y0OQBzTPPHFCmPIEjXaEpo3woJiPDUMhJxMLb8pMwQCl1B0IQirchbVIgCRdyIQ+jXIIXb3ww5ZUnBzWvcblM/UhekzKWumNqXZvppPcVW53aeGcbGxN8Nb5YRY/JE0sbdGecuT6njj+XfkISZYsNWk/HZX7ew45+uczYW3B1jlrwzo7npPOl2T0M8JfwlOznbTNYeHMyk6KutskZnqqmbTnAm7KWbZm77XtZt0fvYEgbMw8PDw+PwQFvzHLAtb1o451bkX36RD3AnyZr+pKaoy0djeYMc9UbGOBNWcv85xmXeXUMNjz4wnt9nYW6YUjvmbkcQNIcQ5Ibx7XhTeeMWsiLMoj9OFOX7V7bBrQqr7AJef7HwqNnIZZkmQ39gg8Y0GjbC0LsXafvQyCOPiGWixgDkx8tocMIl+l52/M9uKzytvBUsfOEra6JnTf2QKu1AQOTT7rdaTNZ/7CHszLlI0LWcxb5tLpzfU6ra+u9IhKOTb6bfaIndarVl4eGIW3M1A1h8V0gC69ec/HiGpASnipyIojHdLoehkge1eWl4Yvk1UFm/jXLXIwGsXqQppQV/2fCDV8dYEzKC5+2kIlJTZcnJFtdx67zxKq/HAIFwqRXY6hEB1HrR3o3gvDDNaWnhrIHxhQeop8oZUP1EGRM5M1oY/FZP4wTCT0y3ajuioTXhRlFQ4QaU+WljWZ6CDKVF/JquvrDColic8Zlzjo+wGLniNi0JttMtL2qXx0D3RmXhLjDXJnX08aNqcclH/cXux4X3905xxsyN4b8MqPZYfPwpqeR6x4GR3gqRwgklx6QfCGKxASmpuvKs0sPIZFbuiEr9IfMNGRxuczQRTQKE2XKp9W16l5fVT8jKFvCXHE9+m/JCOEhqbg2ooenIkSZcJVJBTwveUKQMWeYKxjGwyihIR86wmK5Qi+J/JgpyJcKRx8ywRzXM40P/Yq1zYjSBqqq7oxL29i0vaHlKkOV8QG426Anc0sW3kPHkDdmQxF+UMSI7LRHDUGQfGyrek+N2sD37aELb8x6AfFSj8Hn1VNn/d1BystFbj22NxXG7GmI5bR8evLwLEW/jbe7g7jaBnC0mUN/d1BvPd3pv2l92CqfIxFXW/YG+iZVDxVD3pjZNsjTePN6NU5d3lInKv43e9rq2ry+Qazv15j6WVb9xt6C/jneBVLlQ+qSz/c5Dn+l5y0Iq4S50njGw1IBCJgeVikIuZOIyVPGEBryoh4DBlSY+GG34CHToEpbCj0M/Lq6F1otBJLZZiFLhrlytRkg2iXZlraQZdFVZ3sk981iI22GdnKFv7L2UbjDXMX7wNXb2FUPYlzxkGvJunChmuHLOifY2jKLfE95Dx1D2gFE2zi3DGTbxm9Wnk9MAKJIDXzPQPE1Y4Bw+nClLSZcmd80HiJagT4ppJXN5MW+gvpXpECIcGZg0rnCJZ+Vp2JPh2eUlwsELMFDK5eoO1FeuRcWyYMxhCAIKTc8cRtAxmJERj6g3FAV5OoV/yBjEprzC2OgwhEDcVQXMMYdTjR5zlOYZYuMMCUoEiW8lNJm6vKoyttCkNEouklBWYFLaxvXg5pwBBJdgShtAIaE96NquNS+C6YHEoPou1DkVf3Q5bVxFilnCk+5ZZPOK2Lvq9o4TnOIUu+x11Gc1yzyPeH9UqodQ9qYAfYOrH4Xn/Py1NLx4sGcXz+IHk4H4glUcVwwN7tdvFW/oy6sm+lwD/60zXe7HiJn5Wq8nAQtfFSpsq6AKPgvi79LKHVanY8MkRnOSnoqMl1ezPSMy8hL0ogb+zpRW0pDrMiLP1YnBORry4JDT7U2M+VF2c2+VbDkR+hJ9F0AJMWA2HjAPT4YkvlLk68nL/KaVtc95T3sGNLLjK7OUSu+Vrpdiws1W3QYIKsXyUlLQT15p6yddsnnnYwG89SV1pZWntVmXPbFmPfoHQxpY+bh4eHhMTjgjVkOuDZg+2pjtmbPhkPsIVPs92XmU9p3gLzUOtFXbxi5U025Ic+49E4UgxdD2pjZHCDS+Fp8tntjdYMXO9yJtCKHAeNe12eVS36330u09KrLuz5nlY/LnI936XG2TQpvGjqx92nj1TwleGbTb5cXnrC2erHz0O5X5YU3YkKPg3d9tvUVgDva5GlLU96WZ73u3PJ8m7KfjMuUtq/l555gsMZnHNIOIKbnkPqUmoVXr6k8d4smCf02XWk8ZQBTn5wVeRG9gk8l8aAWkRRYJO/q/GlliLRxHwdAC5nEQFAoiAkp3oCXUT1YHLbKVXcMwtMTIiVZNqqSysQveGbIh0ymBAImw0RRpuw1sjg/WgQKhRdthqi8xYIiQnikEwKGYnQrjcqP6ICYOF2ehihjUXWFl84PCi9yIH1Z9HYRPwEoFBC1J2S5KAPPp2gzoocsU/svAxBQcfabpc0Ik3WaZRyIyrH1Odk22utUUr8pn+jrBh+CO46osR7l85wSmkzLU4bxaiuz+JtnvFrL5pDv7pzj9+rcGNJvZoDNayo7n/RgBCoh0yZMm6dYtTQYCALTkCGeiPV0xXQKLSQT4fOsNqA0XVZeHo2YSDcRE5AQFAsEISOJ8FQ0JbxPwHRDxvXHv98ysgOKJM8ABIz/FoxpPEFIeegnLQlCIiNgTASEh4gyw0QJPWYYKtEuAWWyjHH+SfSTBZ3n5WVaW2q8pcw8a4Z+ag9PJfNpCVlm9lGA170tpFgcKzNbHxV5NcNQCcMfmnXt6BMgPESb2dddPIt4cwy4QpO5xl/auASShkzPWvZxnEc+L++hY8gbs8EAbtAsfK/nxGMogcDt6NkX6G/58ehdeGM2CMCMN5T+gLxL+8xxj7LaZOGTF/Lyzvw402U14QF7m6W1pVNPjRo/Tz67k66rjbsDa13XUH+t0M+yM6gx5I2ZbSPXdr0aL74XLE+G1XSY1wkYGixLhPbQRWIHxAyNJI4LcefVqscy6bs2u4NQLKQofLS/FoIvx8X38u+GOBhzhaeKl9V0PgpPJZYHlbxRqoaaUnhm55mamFZevrwZKnkT9RvQOPyVngbf16M0yYcMCI3wVHKPkOllFs4goaE/tNSpLAfMcFOWMirytmssqiOuP9k2Zj4p4/VTCfU2poxBRDCxpgvduDvHH+PnqRGT50oSfUV+NvRbdVfhgXg/Pct9rjIwS91lkc/Ke+gY0g4g2ga5ZeCbUQlsvHySZoxvwPNdZ+0pMZue5LViNLVRxEuGIq9aOCumlEG42CFe93fp1x0+Yj2oIi/PCmMizBUAqEesMCByDglA4glJ5DPKIwVTxKN0CQOV+pN8QGP9YDzkE4+GofPqGWySR7S/ZPJqm8UlBsCNRAjpjyIRUhbtFxkTDxgYU46cifoFBQOlBA0F/TQyUbZEVhkPi6XN2CSu0yJj+pJaVGbCRLip6uGpkhM2iR5EGAiT1RLLJUKlRQ8XURsUiGgyXlvJdHU9Zp+WD4QGT6K2UeVFGRJ9V/AsXnLMMv7U72l7U1nGk7XMSJYhjx6V93tndgz5N7M0h44sn/l8pYycHPe6PpuDijh44QZn5+1lS+qRwyuTvChzROgyQl08i/DsRPlMyIsbNHnFCcXgQyqU6fohPeUMnhm8gI0X5RJ5jS9YjbuYpGx8/ISj5lEe/Rltcip5lVbULLMoLxI8V6H0WbUukLXt4eDtfYKX2caLJsrWhyBdlpL5zMqLREVTmrzNkabW4zIXH5Wh2tjK+rmnGIzu+UPamLk6Ri1482jCmqcJAnMaFbD4yA0K8HnUMZjryafIWq84J5yceRnksI+bOo/LOupO4z3qjyFtzDw8PDw8Bge8MasBrHsSvfB25J8B0+F+c027yeZw4L6jVq3crbx6pMK1V+gxOOEdQBAvDZheQ1l4Ash9M9tGc095lsJrThgWPSKvaXzsD5GUV+/T9cSOABrPYiNuposM8jJNB08iJxPCL0ieIo6oodWRUS4pz/jOHDHTTalTBkTOFXobEOjHn6jyZptRAEw4gRjylDn0ONomBNHKLPUYdVFNj4okn60PyfwXYj16GSxtA2iRPDQ+4/gz28mUJyTf+BPlqcc45glAPhhlqVMX75cy7RjSxkxO6JZOkoWnkROBqYfTyXA6iT2fKjwFkAy/pPsXiDyZ5VLzGpUivh55mjEGLZKFyot7mDAekSHh3oREl4ca1YNI3qw77qfB+cAhLz0lEacLcBdw4S0ZuSJw+SivInSUCEMV0CgElsFXaJzXImFolPJxVI8CmFyyiMNW8TRFOKsKZQijqBlFAjQXRf75waCirhoKTKZbiTLUUACGNfAmD6SHJv9ZR2ORtzhliMvLeNiquB+R6GcDQEMUzoqyuE4DAE0FLqm1MXOHrQKMyRjQ2t6Ut40PasibSBg18X8bz2I+GdIt8iQtxHuWooza5K/IC5hjw+TNeqg1z2cMH86qHhjSxgxIPo1l4UPpg04MeT75mV5NDEke4IPUlgYFscqL30nZOrSdF67Qph4Xn1AreV5mI/8gyunMOm8eHhllJ/qtmUWPJXEGoBzY+ZAm8x+CIAztfCVMphsyAhqKfMbXaGSMYNQRA0GZxg8xsR6gM+DGUZWnALrCpHxAgZ1lbkjVOqIMKEV6tMksusc8YJMhMpCJfAIlCjSQ5ORHGUnol/fZ+ijsThmu8SEMSHYHCb62kewr9jEAEsXCNMpWJNHPJSzywoCY49JVZldeuzNX2OvIPj7y6ukphEfjyVPG11RvX8HvmXl4eAw4+DcUDxPemNUQjhebIQnLC1u3+DT9tnsY05d3qvPuHxXb9deSz56uuGbnXfI5eTudWz4N1jKnpJFHT71RyzT9XFF7DHljZnN2sF2vJs+/umcPW0UTB48omoI6wm2bwtXyxJdvYJkp1IgZSR02PUUS71Op9xSgL96JpdZkaCQm973M0EthyORSbCwvomwYOWFcbwgR8gmaHh7VXi9PQBnKIVCWS34cIWXoCoCuCtOWOSUfIsGXQxF13gw3BZSpXjbKGCqRfBjq8gxcPghpov3M8FeM8RBe5RCoBLp8GIXwUtMVFZUMKcbrokT58q26x2sLW6XmVW8ztzyMsqh60j5nDnMVyaqhyarJu36RWW3M6/vgTA4Xc4y454R0vqdhrjx0DOk9M22z2DKJm55xYj+AO3fE3oCxx0Ls9GHTIwc6YgNA+A2xd6J2jxluKlt4qmTaLDFZiHSB2LGimn5xTlmovBUJPdxpQamPiA/BwOQxJVHJWeRUQcXxLoKHHs5K1CkTxo4f/RJdkPoh5UXN8hBLiIyMGkioEgKEUa2+GYBSwEAIN86qU0w5BEgUg1I9iiakYi9J1UL4niDje4ClIOZlOCvCYq82Eh2JEzI0Cg/HiBfyUfAvyYeMIQy4o4ioA1HXFAQFpoe5YoyHv9KeEoSekOeHO5coHnNGuCmhR4QIi7OpyxejrUdXHzL7mNK7rOmaetQwV4ARmswYl0AcJ9XmbZjGq3kV/YlF/ZeAWMuQd1xmLbNNj19itWNIGzMg7tA2N11Vhlo6kmrQbLxND2O6S3gWeXWgVpMXZUjwDOAHGNrTddWFTT8cfMIvRvLGBcHH7gUar0exg9z0TzjeaPLaIwIA9bwwwwkiusvkGQOoZZ5gsOthYFGVqg4k3PzEhi/miSwZ0Rw2tLwQvQyyLkyeiWSN+1RO5cUNhjyf8PXzv0QprG0Pu7zpVFK1DxnfY57ZeUt/F/pNXjzA2fjUcebgheEWda86ZGTVk1YXWZ1TvBFLx5BeZszucZWfr51u/Y2tmnwqBsUqhavc9eRrp9vRyg55DJI2s8M6bhy8Sz4vX0/daXx/xmCJ0zikjZmHh4eHx+CAc5nxV7/6VbeVzpkzp9v3DkTY1rFruVnb/571+l+Oaga5fmdwQL5iO5o/ubjZO+irdPsS9R6XHv0LTmO2aNEiy0ZtdRBCBowxM9e3Ta+hrLz43BPedPKQPIsdT3qqXzoSQN8PsG1kx6IswStqdF4pR1I+8kwkJJaLnDMkr5QZFt4Vzsoln0g3+k4VebOuCdF/0Kq2gRluStSpi9cmUxbvo9nkebQQW58z9lSY8C4kKBaU/ijkoe8XqZ5zmgNFxIcUMjpKvBdk7ysmVHkRjkvqN9rAxqt61LrIq8fF82LWJzyV63N+PdBkbOPG5AfiUmZvINUBZNmyZZg8eXJmZevWrcPFF1/c40z1FuIJPdlJVJ6feBxtADNpFvhHkgxbpepSecYvQElE4+UWuDKRMdgnATOvabwaGgngm/5iUud8vBEtJhTKxCiLQyCpvFpmxnh4J2bo55OuzBlXJuqUqQMy1h8onowF8ImNgXsbijBUBRJPeKr7v8qXaVxmNTxVKTqlGuChppoKJs8jczQ38AulgEZhqLixaYn4csg0vrUh1lMOeX10BQwtES9Ouub1CTQV4vxXlPy0NRYiz9A4PBVhkId6MnBvy5ABQQg0FcEfdKJG4UZUb2MRgoxEeVUNfxi1UQPhYb8I4ZLqJBv3X9EPRY/R5WVvrjKeqjlxmHpEuiEQ/ZzFMp5YLC90xQa5yrhksI9LC686feQZl2Z5CUFqXWetO48YTmM2YcIE7LPPPpg4cWJmZTt27MD48T0PjRKGIW699VY89NBD6OjowNFHH41rrrkGe++9t1X+N7/5De688068+eabGDNmDObNm4f58+ejWCxa5VWonkkmX5EBB4l6IQ6zQ3R5AAldYlDlCWcF2EPzpOXVpccWPioUv8My5CmL/e0SvCPdUkBhDlluJJN6GIiTr1jCWVEApQrTXOKFflv4KyqNqpF/EJQCBvOWgKptHKNCgUqZR8ZU8xpQYFeZRtWm8zvLLPJWjHke5iqK/6jUHY14U57roWgu6l5yLMqTLZxVOQSai0i0ZUgRhRpL6mmyyAeMv6GpkyvA07O3WZQfQ148tOTpo+K6wTjHTAiGgikf6bfyMN5uZX4c4xL2vDLEB2xmLVtamc28dmd8e8RwOoA89thjmDRpkvy+ceNG/Pa3v5Xf33zzTSxfvhybNm2S3OTJk/HYY4/1OFPLli3DQw89hOuvvx733XcfNmzYgIsuusgq+/jjj+Oyyy7DvHnz8Mtf/hILFy7EypUrcccdd/Q4Hx7VYX/2HDj6a4m8ee1vZeMTdf3kPWL0t2p78IX35L+BikzejOvWrcPnP/953HLLLZJrb2/HXXfdhS984Qv4y1/+UrMMlctl3Hvvvbj00ktx1FFH4eCDD8bNN9+MZ599Fs8++2xCfs2aNZg9ezZOP/107LvvvjjhhBPwta99DQ8++GDN8pQV+oJGz/TkktdXWPoFXPlx8+4lGdu1wcEnaKe8uJaPt9K5eRdc4ml8rfppf+vveTHAs98vkcmYLVmyBAceeKBmIKZPn47f//73+Lu/+zssWbKkZhlav349Ojo6MHPmTMmJ5c61a9cm5M8//3xceOGFGlcoFLBjx45M6ZmbyPxzvO9QsDxC8eUVvTsyVVcyEWtF2yc5rsC26e7Ka8jUkEZmGcROi8IjqUeUQt214J/MMEzx57LYfDLzQ23hqZTQS0zXWQ4oPwolTPIVFh3zovAhpTxyhsFXQoqugIdqohrPUAoZKpRBDWcVhAy7K/yfumxZCRl2lBh2lKAtQwaUYVeZYWeJaTxlDOWQoRTqYZ9CytBRZtjaxdBVCZU9TB7mqhzaygxsLzF0lXX5rgpFR4WhpOhhjIen2h3wvT2tLix1DcR7kGb4KwKGCuPlVfeS1HrUEedNvaTmWe2LUg9qEMKJJfXwMtjlXeGsAGYd3ySFF3myOWlY03Y4zwA+nFWtkSkCyIsvvojbbrsNw4cP1/i2tjbMnz8fl112Wc0ytGHDBgDAuHHjNH7s2LHymoopU6Zo33ft2oXVq1fj6KOPrpqW6SkknBb4YIn5gvD7MLysEBkR2ccMrywi6VjefHuTaav5gr4ub24wM8ZAqeo1F/MhGApR4kJPdOSVPK5FyMPyFhB7uql7TEx6IYIRBIxKZwlZShY5lMQF4Pqj8FR62CoGSggYpaiEcX0wiDBUFGVq8IwAlBr1xHlGaRQvMebLAUDAjZ5ajoCfkMnjJSrKOgOGIkQ8w5jvqDA0BLwPqKfR7K5QFAOgqUi0slUo7zxByNAZMMnvrgBdAUVrg5wSgciRIwy5k40a8qszBEqU75+p+svRfl5Lg9hXi9MNKA9zxYSjEonruggeXzOuvDj8VUF50qKMoUy5fEEJc4XooYYAKBRI1O6u8Fc6HyUXT+wRX4icKUxHLKmlCi8ey0R80IQ3IyInC4ujBhR5kcnEmLXwQo9ppNLyat5nqyOSQY/g/d6ZHZmMWVNTEzZv3my9tmPHjppWbmdnJwqFAhobGxN5KJVKVe+94IILUCqVsHDhwkzp2TyTmIUH1LA28b2mfHRBDgSbvIsX+sWlqvL8W7xvIb3BmLYxLyc9xRPRLLM1n5KSNwDgXnQ2XjoKGPmJTZAuX5Z6dH3ckGlTS1Qu8X+dF4F/Tb6ixng0eFCFczgAACAASURBVNvZbeWEPEfA7EsYDFG6REzuHBTJcFZCb+xwoE2PilepOvnxB5CkfLJM4r1BHvNG9LouGs4jgi8U7LxwcjH7iumEIseJxcGCl0Hvv0TTbx9/eXgCe3g4OPi08eSSd/IkXzgr12cfzqo2yLTMePTRR2Pp0qV4/fXXNf6vf/0rli1bhlmzZtUsQy0tLaCUIggCjS+Xy2htbXXet2XLFpx55plYt24dVq5cmckL09o5mLvT5OLz6si7JUyIfeZNxUBapqg2ecdgzM7nR1r9OK5Zk82bl8E9SdV1nOXk+yJNj95BpjezRYsW4dRTT8WcOXOw3377YfTo0diyZQvefPNNjB8/HpdffnnNMiRc+9vb2zU3//fffz+x9Cjw9ttvY/78+ejo6MB9992neWF6eHh4eGTHQD2BOtOb2ZgxY/CrX/0KV155JSZPnoympiYccMABuPzyy/Hwww87jUx3MGnSJLS1teHpp5+W3Ntvv4133nkHM2bMSMhv3rwZZ5xxBiilWL16dc8NWTcerAbOxqx/aqyOnG05UJq+v6EXuuLAGZcetUDmI2CGDRuG008/Haeffno984OmpiacdtppWLJkCUaNGoXRo0dj8eLFmDlzJg477DCUy2Vs374dI0eORFNTExYvXoytW7finnvuQUtLC9rb2wHw133Xj6wFzPVt02soC8/Pv9LXt9UNaJOXTg0ZeZFegpdbRPFeEZdx6FfGtW0D20wrIuPdLnU/IEpVdTLQ8s9v0HiZAYXnevT9NLmxL7bslDLwUFa2MFfRXpTBM8b3r9Q9D8GHlGn7P6INZFgmI11K9GNOuCchz7kZhoqxyFdG2/Pg8kVCeDSPuKHk3pu+HxVH72gopPBGnYaMO2+YfEB5uqItpbwRzkpUPFX2CdW2D1ky/FWMHOOJAUxNN6oLEvVpdX86VQ9xj1dC7ONJfM7Ci/1KO99z/Tyj0PbYq41Lv5RpR2ZjtmvXLtx///34r//6L7S3t+O2227DE088gYMOOghHHHFETTO1YMECBEGARYsWIQgCGQEEAJ577jmcccYZuPfee3HooYfi0UcfBaUU8+bN03QUi0WsW7cuNR3Tc0g4potBoA4isdmr81yYiM5oTv6Iea4/koepX9EDvfObHVdcKxS4l2IcbYPn2wyPo6ZbjMolDlk09asenba88kmXRF5uXI/gQ8UDUJY7QgGQ0U6EfCC9GCOTFvFdSqQOEZ6KQbjbc76xABQLnN9d0Y1KQyS/q8zd8QEeIaOlgae3vYtGXoZASwPBsGgEdAZMOqQ0FqIoGeARP4R8awPBiGYebmp3ReEbCfZsKYIA6KywSBfD7gpFaxSeKqA8OklnwENoCT0B5S79ADeWzQ2IjHPkPUk539oQb8MyEJSikFktRRK7jIMgjDxHG4pQDjXlXpMVyuuioMoz7k3ZWOAPCoj6EAjXQ5S2FN6cQcijmpiHZcreltK3RLoMAKVxGxNi9HWiPNQYeoTBFf2dKeNP3q6OP+h8Ij/R+IMirzp38D8kocNmrBJ5zcjzhzsfzqonICzDu/jGjRvxla98BZs2bcKUKVPwxz/+EQ888ADuuOMO/Od//idWrlxZc4PWm6DSBUyHq2ps4X2A5BuaqStpmOzhdNzydtdcGnn/2fQzliybcOu3pWmGjhJ6zNBIQr4UOLqPJV0A0gCY2F2m1rSD0J7XIORu9Ca6KhS2JCoh1eI+ChTAXcRNPoh+l2aTLxaSehoI0FiU74341x9ei1O+cQUIgMZi/KAk9RCgpcCNvAqCKH4iScq3NpBEGxNAcdNH4h4b31K089yQmuGp3P3dDLsV58nep116GgrCTd+Qd4xLGN66MW0JZ5WSJ9f442/y7gfJrOO1O7yr7lzy1XDn717NfY9Af9wzGzNmhPNapj2za6+9Fk1NTfjd736Hu+66Szbq0qVLccQRR+CHP/xhbXI6wNFXz0z8CTWffG3SrV2JXU9UNeOZ/Zr+3F57PjVPDr6vICbxPkk7Z7p9kU//VtS/kcmYPfnkk7joooswevRorUELhQJOP/10rF+/vm4Z9OgZXO/deTfHc4rnTjeNt10brLy4VhveSvcZ74JcQTB5dKOfOjgX79JhSzZv/XcHNVTVY6jxGgdCzMZMe2ZhGKK5udl5rZaN2ReQm86aEwLkZ3392s6LiwUkBwlh6ilTMQrgm/7UuGbu1aXlib9xiMgldgcFKM4OnI/l+YoWiZcYmf4jcMZ4NA2+f8J4ZHWhx7LOxxgP1RQCKFKGxmIsXwp4nkw9XdExKyYvwl8BQIExTX5nmUe0aG0soFgQPMOOEo9q39IQ86WQYXuJ78u0NgDFKFZROWTYVaIoEGBEcxFNUYiMzgrFxl0VMAB7thTlcTABZeisUDAGDG8uSPmAcj1cni/7Cf2bdwcIKLD3sCLfJyMEIeXhqbYzYEQT4/tqhEeJF0fdtDaEaG4oyDJXQqAUAC0NIVokz5d/K5SgqRhH2xd9AiCgYVynos+FIKCUyR9SC/nOgMT7dop+2efUH1EzhpDp+hmL9zXDkEnHlTg/lnHDGBghkUNL3MbmeFDvITY9iqzY6wVig8iiASjCVPFiua2x2OMFqjtliBV1cxkyyzjW9EersDbnJGvdeWjIZMymT5+OFStW4Mgjj5SROUSl/vSnP8Xhhx9evxzWEWZnEoc/gul7UNrg4jO91nkFTA81QCzdaCNIevKJewqRIVGjUpjOJiIf8aSh8spkQnkZWHwBYHyCVI2e4Gn0FwYvjFUgB70whASEsMjhI6ojFsf7KythrkIwhCEBgQhbFekB10MZ1Rw+BE9Ao/zGlU5BEIYUO0s0njAZd9AoEm7IxJ4YY1G4KcLQFcSRQBiLwlMRGjlkxHq2dYVoLPCQU52VuP22doZobqBoKhBtL25XiaJI+ORYVjb7tnaGaCjwPcANOwOpp70jxPYuilGtBS2M1s4yw+4gRFtjwQivBZRCimGNROkt4LEnQ4q2RqKttZVDHlextVHfNxJ12liIjI7SlwJwz0fETYaQMeyucPmCeDITbUx4oxRJnLbsE5ETh9qHBF+IOzvPUdTfCkrRND0iQ2JckjisHFeTHjrKNIYirzQytgXxZOkYx4iyJfbs4odR1QtYfTyNxweBOEbJnVe1TKq8iNzDHyyjdC1l9gbNjkzG7LLLLsNpp52G2bNn42Mf+xgIIbjnnnvw5z//Ga+//jruv//+euezbjA9k/jEzBJ8/ARGtHttm8LSxdnCM+YIv8N013JVXnRgNU/xk1wy/BWLFcR/XXxUZigTlHzzim/Q5EN5RlrMEwBlaY2J9rdshr+CeAMyHSyiNx3FgKr8rjLVJnyB3RVm5TsqsPKlAFZnk52lUBo4AQb+5sUnUqLz0YOPKV8KeV0wg+eGxXjTR+S5aDm/DoibxuSi96RE2kRtF8R5Vt/OOB2/2RNt05UolxU+kneFxZLtZfQtQkQ31ceTcLlJjDMHrz78afKWcSaMoI1HjnEs5MVmIgHR5IUec1zyN1jbOBbDLFkGU49IPjFPeDiRac/swAMPxM9//nPMmDEDTz31FIrFIh5//HFMnDgRa9aswcEHH1zvfNYFrs5RCz63Djm8s8EpT4C05RMrnSPd3oOlnnJmtLZDP582l7SNN81Pd5X316ku17jJKZ+bz6kjr3y6wemfI22wIPPvzD70oQ/hpptuqmdePDw8PDw8uoXMxuytt95CuVzG/vvvj507d2Lp0qXYsGEDTjjhBHzuc5+rZx6HDPI+Wed+Eq/ZMkXfvAO4nmtrxVdPPXu509K2acmn3cPDw0SmZcbHH38cn/70p/HAAw8AAK655hqsXr0a77zzDhYtWiT5gQbbxmytePVaFl5Mfzb9Vj2I1vJNGeaSh3TssOU7+VmZXFUHEZlXpvHqBr2SCSUf+gZTLJ/kqTg40ihDY5EkVkr1+kzWKbXwDNFhnJb6NQ+tFF6Y5SDJV0KGUkA1ZxwwniY19ABcT1egO+8A/MfZJQsfUqYdlil4qvFx/YpDQvW64zIBhc5HbROadR19Fjwz5Y0+JNJgom6NBuLVnKw7Gy/2da3jycHDwRMlz5p8znGZfxy7P6d7RZp9GYky2+q3N2G66vc3d/1Mb2bLly/HrFmz8I1vfAM7duzAo48+inPOOQff/OY3ccstt+Cee+7B3Llz653XmsP0NBL9xMornk9qh9IdRDhPGWRkB8KYEj4IutOFkAe4DxcR9knvsDa3XuGxJjs8RGgrANC9tOSUR5KhtPSfHYiJCgiMsFVy0iTxYZ+MMJl2QLmuAhgoiwdtfNAl1yHkYy9Gne9UnDmaitxdmzJgR4lKRxJ+GCOX395FlbBVBE1Fzm/t1MNQNUfhrLZ1huiocL6tkaCtiYfz2NgRYFsXz+zwJoI9mvlz3rZOiu0lzo9qKWDc8AYQAmzuCNG+OwQDMLKlgPHDG1AgwM4SxbYufir01s4Qe7byMFddAUNHhWJzZ4jhTQVMGMHluwKGXWXu1t/aQDCmrSEKO8adVwLK0BAyDGss8ENiEXlxRoeDDm8qokDiftcVhdIa1liQYaIA7voeUl6nPGwSpPcnoQxNRd52JGpjEeaqoWAJf8V4xBMZhkpx2df7qH18CPBYm5FmzTEillcdI+QPXBzjT/DavpuFN8eAqcfk5TeLvLjH5sBh0y/UiHqLrzEAxJAlwk/SOl49dGQyZuvXr8fy5csxfPhw/Nu//RvCMMSnPvUpAMBRRx2Fu+++u66ZrCcIIZF3XpJPHDYJxWPJ6FRcXj1MkYMRghBAIkxNJJ8nnJUtbeEtFoTxYFARHx5ZvQxAdFIyiCbLY/yZ9QCAkYTXHiE8BmRXxfYESdBZsYWtIthdponwVOUQ2NGVDE9FGfc8LCunVANAKWTS6Kl8Z8CwwyLfUWHYsruMUqh7Pe4qM+wsBcrDAcfWLoodpTII0U+j3t5F0VkpY1hDQctrZ8BQ3hWguYEY+ine2FrGyNYCKCOa/IZdAcYOK2ptE1B+T2uj7iUXMmBHKcSIpoLGUwZ0lClGNIszmDkYuKelGkg55hlaG0iiryQDHUc8A5oLuiEDYmNh88SzvVUwiIeTpJ74+UlNmz/GmGGrpEcw0X08hTHiKwF6foDkOHPxPK8kOY6Ve7KN1/jBkBTs9ZM1XQ8dmZYZm5ubEYZ8qnnyyScxevRoedTKpk2bsMcee9Qvhx59jjRHr7yLHi55F287EVrwtkt5efGmYZO3pR0yPaiyKm/TI96Ys/K9gVolK4xWgifJCbmqLmcfy6nHwfUnM9A9T0iPasj0Znb44Ydj1apV2L59O/793/8dX/jCFwAAL730Em6//XZMmzatrpn08PDw8PBIQ6Y3syuvvBIbNmzAwoULMXHiRJx//vkAgHPPPReVSgWXXXZZXTNZL2j75JZr/K9dwOT5vpTqBKErY9DTYkxsmyf1ircIW/6Sm8jR2VPK8oWKQrT8osuLPTamlZM7FSQ3nYOQOwSozhFCnj/1qvoZygFfSqRKCbkjBVV3DxU9PASV2PuResLkkiRjDLtKIbaXKLoU5wvGeKiprZ0hdpdDbel4VznE2zsqaO+ooKK8Pu0qhfjbtgo27qqgrKwbdpQp/ry5hL9sKWF3WefXt3fhpfc7saMUL4p2BRSvbS7j2fc6sbUzDu9WDhn+tq2Cde0lbO+K+YAyvN8R4JX2MrZ2BspeK8P2rhCvbCpj8+4k/9b2QNMjanJHmaIrCJW24cvd27oodpdDrc1Cyp1BgtDcG+KRTEyHE3m8jLmXBP6j+sDiMEOZ3ZHGBhE5xHrdskcd0U59om+r9SM48w7iGK9pvA1pjijqX1Mmi3xcCneZPTgyHQED8IrcvHmzduDlCy+8gMmTJ8sQVwMN4igU1UBII8MvWDuQJq9fiHQkjZdY01fXO/h2VhwdQJ34VXl1H0CVp0o6Jm/LayAtF8QuO0D4shmNFcm/lMVhq6KZRZZRi9IR5SMIeTgrEbZKlCikPL6jPgVHfKjzjPEJtcsSpaMSMmzeXZHhqWQZGXeiMPkC+ITeGcQTHAF3gthZ4g4ZwuYJfneF61L5YY28LrYrobQKBGhrLKCloYAdJSr1FwgwvKmAN395K/Y/6RJZ2gLhMRtHtRTk+WWCbyoSjBveIB0iGPhTZmORYOywItTtRwIezWNsWxGNRf1ZVOQ13hsi8v9tTQXFezR2OGgo8FiVBBAboQAIGgk/uobTcduL9K08iXl1r8gMQwXwPt5QFPtr6eMsTY9VPnkhqnAm9ZjjSa2ZrHxaXk1ehZCrJq8u46btqaWhJ0fAdBf1PDqmx0fAAMATTzyBVatWye8vvPACbrnlFjzzzDM9y10fQhgyRH/jzWLIXqR6KcEiL/TAIpO4nwgXXABIej/B7KzRphQx9GjpWvQI2eTGdLR7YOQnjkKl8kzZGyLadWkUFZ4QghKN86SmVwp0IyN40yFDlKUrtIeb2tIZRMZSx84ytfJbOil2B8kn9S2dIXYqBkvw27oodpSS/PbIQ1HlKQM6KlQzZILvCmIjzRS+EjJ0hSzBizcZqDz421XZ2FgT3xqsSwBAHM4qvs4nY6PNor/FQtRPDAMoAkRrfRFxWKwET2Dtc6oBEn8JIZohU3lZDrNPW3invBjHSv5EXmXtWPKalzfzYRqcxHhl0PWm6OH/7LyHHZmM2W9+8xucd955eP311yXX2toKSinmz5+PJ554om4ZrCfybsTm4c24edV0gDg25lPkbTfwh2vXy/bAXqbIm/u84z5tkcJ1JVcSxH5Hd6angdSS1j7P6jv+nHxfpCkxkFpt4CGTMbvjjjvwla98BStWrJDcRz7yEdxzzz049dRTcdttt9Utgx4eHh4eHtWQyZj97W9/w/HHH2+9dvzxx2tvbB7dR+4ndNcNTkW1WqLoo6UOx5uT8z3UcaGW++jUnXr9Ex/I8KtlHjVGJmM2evRovPzyy9Zr//u//4uRI0fWNFO9B3sYHJuXEV89cHhoWeSZxUuLf3bwqlOGqkc6eVjkLbz86uLV0pu8Vh4XzyB3JAw+EZ5K4UXZ1bQLyMe3NCS7K2MsipihF5Ayfn4XNXjRliHVj0Tl6TLQMNQNDqNgYQU0KAOManxQqSAolwEa8wQMpUqAIKRgTOfLAUOnEf6KACgFFLsrNJFX7giT9OYLaHR8jt5Iejir2J0IgCvMleKNqLQlwENsaeMg+msNQwV7mCvhPWnjKbWPM/E36SFp1+OSd/FZPAzrwQNJZ5C0z+q4d5XHQ0em35nNmTMHt99+O9ra2nD88cdj9OjR2LJlCx577DEsW7YMp512Wr3zWRcQEICoYaj4VrnsdIxJfwm5B0b4YBd9qhBtNgvPDtHVCpFzhZAHqugpxIfycXXqAEDk4RZPKLawVWoaciCI1AlBEWJiAFjkc0g1HcpgI0QaCQrlAMFoEx0MMpwVZTyCRCI8FTPCVkUTJYOdp4xH2ShH7vNNRX7yMWXA5s4AXUp4DZHupt0hdkfufsMauOMCZcBbOyrY0slrc0RzAcMaeT2+vbUTmzoqAIA9hzVij9YmgDFs3LoLm3fuBgCMGNaK4W3DAADbN72PbVvauf49RmGPvccBIOjY1o4dm98HGMPwkXthrw9MBCEF7OrYhW07dmLL9l14a+MWTByzFwoFgt3lANs6+WGde7QUsc+eLSgSfu7Z7jLD1i6KEU0FfHBko/QWDCgvX3ORYPSwYnS4Ju8fWzpD7CoTjG7lPGP8sNFySNFQ4GGuGgpM9vMK5Q4lzUUSeR0SeUZbQLljRyHyNipGfbpMgcaosWOnIx7NpEB4fxf9jRBxGjmk4RN+hQHljiAFOQ44HzJu5NVwWTFUw8vvUcNfyWQ05yldXvQT8ZAqHDmYIZ9Hj8mLa3n4GKaDiCVd8DrqjidjXyEtZmM9PR0zueZXKhUsXLgQjzzySKKxZs+ejZtuumnAuucD0H57pEM/Kl5AhrkyQCGe/PVrLDIeZgge8ZRryvPTou167Dyz62H2vFLGEodQCj22qBSUskSoKZEf1b1dRUeZwtazOiv2hbktuwPtxGaBnV12D8b3d1Wwu5LkN++uYGc5WY6OzhI6jN+fAUBYKaNcqSR4VtqNsLQbNAw0nhBuBIJA54vNw9A4bA9Uokg5W//zLoz65NfR0tyMkXvskQjJ1dpQwNg9mrRwVgAwrIFg3z0bE23ZWAA+MKIh0YcKBNi7tZhwbCAARg8rWvsvD3+VnBibpQcjDD7pfQfwuJk2/S7njmIBifzzvDpCNTGGgstr0zqpJ8eYpstyzTZu0vLkknfxtrymGaa8+amGvnDNT0NPjVmaa36mN7PGxkbcdttteO211/DMM89g27ZtGDFiBKZNmybDWg1W5Ok/DgfDyMOw5/J5kXtLzSWf4jnpCsnkekRyFcv1PBEy+z0uPqD2PAXRj74Tehw8pTRhyDgfwpYypVSGfNN4xpfgzFpncIe5sj8queGS528iFt5iyGLenoZ9gs3vMdpX6E/ZNJcbPWqDTMbsy1/+Ms477zwcc8wx+MhHPlLvPHl4eHh4eORCJmP22muvoaWlpd556XWov7TnC4GWpUOmL6XE++GW134WOS840jE5atEl9prEcR/GXbEzhbmsREhCTyCX/6O9v2hPjDLIvShRZuFUIo4HgaJH7lUwJo+24Zv7QEuRvyWJZUvGGAIaOWWAyWU0sX/XFO1pBYp8V0Dlj2tDpU5KAUPIiLJjx/ldZYou46WJMR4xv70jBAHQ3EDkEtWu3V3YuHkrCAhahw1DschDW5Q7dmDne28AhKBx1AdQaGoFAAQ7N2P3X54FYxRNY/8OxVa+tBF27kT5vf8FoyGaxh2AYtueAADa1YHym38CCyto+dBUNOzJl1JouQsd7/0vdgVl7LnfQWgZNY7v/VCKbTs6sGkrxQf2Go4921pl+3VWGNa3lzBueAP2ai3KPdNKCPxtW4BRrQXs0VyQfECB93aFGNFEMFyJnt9YIOioMDQW+PEu8Q9vYeULhCGgvK6LapR8xlCJIu0XFXmw6KgexlAk6vhgsp+JPifkGSMIGUscDQMS36d2a7GX61qO4zLxNQKHvLKXre3KOd6OqoWtcvFm2uK7mdc0eRsf7+35yPlpyGTMPvOZz2DlypXYd999MX58/TbwehsihJOYGMSkGftAiI74/7P35cG2VNXdv7W7+wx3evMA8pAhKvn8VBwgGrGMQLRMxYiIVSnNhDEhimiIE5jBhKAJFklBCcYhWgRIURGipmISLRNNTDTqB8EoiiSiIbz34E333fmeobv398eed+997jnv3Xvf1KsK3rm/s87au/e0uvda/dtc+wT5BVSSgy32RHfDyMaWSuYQau5gN2LorOz6mDJE+kYVl05GlaGcHucAJxRWhhsRycA7t44z4do+ZEKG3Ubq2gpA01wREVJwJIk4wqSbq4krt6EgnJ4qgkgkdTAS8TMd3yICIw7igtNwzmHcEItst+A4uFjoBBElvbzE47N9LOfmBmGpz8F4jumZWSx1+/qQzoWFBWQJQzG7D93FeaiMw+7Bx5E22shn96E3sw+8FFuG3b2PIB2fAsoS/flDUBmNvb3fRzI2BUpS9OcOgriIBXYe/X9IJzejXJxBb+/D+uZg5kcPobHvMYyd+X80pyUH8OT0PA7PL2PXto1gjGl830KOw8sFztyQIU2Y7rmZTon5bont4wkYM9mdCz2OpX6B7eMpxjLjFPql2GJtZ4I1xOAibjqWiXicWiI5hFNLGYd9gEwJjrIAUhJOTb8AzjkKiH7T4S2CHnOar9RydqX8nQmHKednbuQI9pypzjN77tAQ+qpsf0vWdTbmu9hW4Ep47MbVvSVb+dp00goF8NqhBWUoZ7Znzx584xvfwMUXX4yxsTGHn1HJF77whVWv3FqLPTD8u6YjxdXngbh0MrYtW9/HxbpRtRPDjQ/QM0E6PjmVA+Xa+goP0VwRgEI7Exfv5n4Gh1g8C/gTXODzPe7FyiTeLQIxNMKhpVwfxGnLnrlcH7hpy8HZeSx3epXSO4f3oViadUHO0Tn4vyjmp+HchvAS+dwhgLsp+5yXyBcPmydWrV6g6Cyh7C07eFkW6HOgnxcAGedkslLV/oDBOVBJgFBPyZWkAvnfmHfmmfouZT6unuB8W/JJrVKG+Ow8nQF6bCiSaLLGirJj4+ZJMIKDO9e30vxTfnKYealv7Dxc3Tj67briPB4RJ1C1XFSfuMy1hfETWWKZjquR5TiUM9u+fTte9apXHXVhx5uEM6jig2YUPBrklfPJ/0X0jg+EMrAB6t/pWYYGZ1+cyPMhclmxLyItFN1GAvefp5V1Dgq1KQeIVZvb2qWtlMzAK7yTQrfaObGuIgp3pXqqO1ZdPMr84AhnNop7raOff1E8Nj/0jkTVxpE8oQ1bx1pWT4ZyZn/0R3+01vWopZZaaqmlliOWoZyZksOHD6Pf7zuByqWlJTzwwAN43etetyYVXHc5mW+gjrNriz1oDXqwXBU7I9ofWEbk3YRYskDoNAAho3VO9KltJCu11HLyyFDO7JFHHsE73/lO/OAHPwh+T0QnrDPzMwDtf509bfFJhrtW1veTPLSe+r1KzoC78FUyGwfgKsnDtS9/Ye83cfWHt9Spelu21DaMsxbbeEwfIlOxV9iFc72l6ueTcc7RToDFQFZiM4Vk9SAHH88IXSt5AhDZphuaCRZ6ufveHudotVpY6nTByLzTRbwA0gwoCxBTERqBsyRD6ePg4EUBFF1QmoHLKBCBoyz64GUOljbASeCMgLK7CF70RVKIhRdLcyiWF5C0JgAmMioZgOVuH0udLtrNhk7qEDFIjqVeibEGc7bk8lIwqLRSd/uq4MBSv8RYxuTQMi3SKzga+t1qg3cL+bI0YG21CZaPBFZcVvZ1XnIoVjFTtoiv+gwf4AAnBOJUIrORe/o6c5ZVcftfNxNykmAcrAAAIABJREFUcLZgCCeE5724zCqOiP4oeOzzSnZgtVEwDliLlqGc2Qc/+EHMzMzgPe95D7785S+j0WjgZS97Gb7yla/gK1/5Cu688861rueaCCNB56SSI7gMdqhBrVZiIpgUY5JEUDJAr4MjliNRuJo09uAcRFsFT19NPVPECjgHOMikxZvKgAhgKjVfWZFYkkpWkMIkkIRorjiAgpNaDfRCwgHkBZAyBkbiLC/1IrI5MFM5N7FgLfVLlCC0Eq4z7koOzHRMtqLKBOQcONwp0Mk5Gkws2kp/z1wfc91Su2rF4Te3sIhOtyvS8HkJlCV4WaD75H+jP70HACEd3whqTQK8RHfvI+ju+yEAjnRiM9jEFgAc/YOPoXfgfwDOkW06Hem2pwIA8uk96O7/EcBLpJtOQ2PHuQARiuUF9OcPoz+9F529j6Bx2tNAlICXJXi+jMVHH0A6tQ3tM84DsVQkhvT7+OHuZUyOt3HGji1Ik0T37Z75HGMZ4bTJDCkTfZswcYZbJwemmgkSRkgJaGeE5ZyjXxaYbCRILDqrXiFemWilTOMJCSqrouRopSLLFBAHdhIZ2ifl0Bz6K5KxR0IlNV/dy1RS8PW8Iz3m7fGudH2aq9D8sBOluApEw8wDZ176WYR6skRwZUeP2wG4/s6tp6orEem1I9QWvr4tXJo23Ka1IxskQ9FZPf/5z8f111+PK664An/1V3+Fv/3bv8Xdd98NAHjb294GIsKtt9665pVdKxmVzirXTzqBX3iZSYNwRcJayT7jMdqqOJ1VWZonPSUld58kbRyoJimUJcdylfQCnPPKKc4K7+XVJAvOxanMoVad64QyFYE9cz19ArMt04s5upVDPIEfTnedk5+VzMzNYbnbrywMnd3fQ2f6CaDoO3gxfxD53EHwvOfgZW8JvLNQwTkxMEYoex0Hp/YGNKe2opCsIZ3d30PrjP+DZGILWjvPrdSfjW9G6/Sn6Sc9JePtJs45YwcS5uKtlHDupoZIi7ckZcCuqTR46nSMzmqDfE8tjFfHSwIE8Rj9lbqx8PUpYic2ZxjidFYI2B+Uth6jg6IR5usgfBDd1LB2BqXes0C7DSPHG53VqOJnOR71SdO9Xg9nnXUWAOCss87C97//fVPY5ZfjW9/61hFU88SQtbwRWuubLHNPWC03hsck5Jj03eyQOBCnvxqVzipGWxV71wdFXnFkwlCv4rCUfhjvA3m3ipeF+K9SoTKcPclL547e1H9APCzyRRI9dTr8G6JBeGChHojHyh3ezpFI/YRSiy9DObPTTz8du3fvBiCc2cLCAvbs2QMAaDabmJ2dHfTzWmqppZZaallTGcqZXXrppbj55pvxxS9+ETt27MA555yDW2+9FY8++ijuuOMO7Nq1a63ruSYi4jdusNgXtVVnfoOofsxGWBeIvdNGVL3bFqGI+I6w2I7hQX0n0KyDfdWznnq5jIN4OLg4CiSBixcyGcCuKuccvaJEgwGph/eLElkC2MeScc6x1C/RShnaqXmSFPoc7YxhPGMO3slLbGgxbB9PoHbdOOfodHvo9ovK1lS+NIe8LJFObgGYCRMXy3Poz+wDL3qwzx4rO/Po7XsU+ew+lP2uhS+i+/hDWPqfb6NYnjPXUOTID+/F4v/8p/MyNi9LFLP7MP/wvyGf3W/amwhU5ujsfQTF4owTD0kaDTx2aAFzSz0nYYER8NhMH7PLuYO3EsKhpRJLvdLBxzMRcfLHb8IEU0svL53+z5hI3un756fJGKfaElfCwHXs0swJUV7OrXPSLDsc4SdnpuJvnpRw7dsSmlMxO4PeK3QjanHbyk7oIXgl+isnDs65zoANtUXoPTV77NcSl6FiZsvLy3jXu96FbreLj3/84/jXf/1XvPWtb0Wv10OSJPjTP/1TvPzlL1+P+q6qiFiZiH+FmkG/uU8mGCu/iA/4yHc62G1hKp41SN8c4zKcPueQLO3q0sJ0WTaeF5BHlMhYoKyn3sbjrn5Pb/G5+r1cUE45rpMD3UIkK/j4cp/ruBe38KVeicV+lfproVvi0HKOvHTx6cU+9kzPo5fnepuOg6PM++jufwx5Z9E4K85RLs+i9/h30V+cAZwDNIF8ejf689MGJwLLmiiXZtGfO2jhDNn4BrDJbSj7Xf0SOzGGpD2JorOExo5zzBhiCZKxKbTPfh6oMQZikkKNGFjWxNgZ56E5PqnPx2MEZAnDGZvHMZYxgwNIEuCpGzJMNRN9M6S2FLePJ9jQSsRdKpkbnIQImZPNKGQsJbQzpseQ6tOMqSQPaUeOAVEvK6FBNjjZxdn6gJP9aMeEbBYQN4nJ1xd/p4wq+qp65Nux+jT0G1i4mtjk4XaWY8iOvMQV7XMuYu8ml8SmsfP5KG07vJIso+s8pJxKMbOhshnb7TZuu+029HoihvCSl7wEn/vc5/DQQw/hmc98Js4888yjqO6xE3tiVdN0qziP4Pbf6vMgXDml0ETw9S0POpS+miDyJxV9WIuZws1ZW/oHbjzHu+aS84o+AegUYTor15EZfLZCWyVwm2PRvraZblE5h42IcGh+Ed2+yVxRS1P30F7ky/Nu2UToH9qNfPFwJWbVn3kS+fwhF+cc+dwBlEtz8E+aLvIcJJ/c9FNwWYr/pK5e+MoCSDJQ1pI3Bsp8CUozNMcmnFijyudpZ8zFAaQgTFqOTF0zA7Cx5eKqj7IkvAgq+75+4se3SNkJ01lBPfETOXjipfGbf8O42jnw8Rj9FRCmv8II89Ie76H558cAbSc7yryHnve+gwrTXIXKrSUu0W3GN77xjfjhD3/oYI1GQ3/etWsXXvnKVzqO7NFHH8Ub3/jGNajm2sgo2Uej4vGsqlFtI5gBER3YhMgPIvhJIeHrYghnVBJ3t9i0lTKWlBHajBLlEqtOIe4tTlbJ4W0qYmCB16kJFO3K0MYAhdXXT9ZwPq0WHp83o+FrXfdahHz6208MPLnalqgz+9rXvoaFhYWRCl5YWMC///u/j/SbWmqppZZaajlaGbjN+PrXv3696uFIURS45ZZb8JnPfAaLi4t4yUtegt/7vd8LsvUDwHe+8x28//3vx8MPP4wdO3bgLW95Cy677LJ1rvWJICfGXeCocW7Ow9cVo44alEgTLSOGl5FSIhdRWrvArv1BT9oB+MToylpqWTeJOrO3vvWt61kPRz70oQ/hM5/5DG666SZs3LgRf/AHf4BrrrkG99xzT0V3enoab3rTm/CzP/uzeP/734+vfe1r+O3f/m1s3boVF1100Ypl2XEzO+MIqMbFVKLDMPoEtR1UpaESW/FD0tpwmH2lYfUR14e1mKr4HYO38PsLsbIl658AKGxjEs+YOqTTFMK5YO3olr5JQU811+MVfCwjzAfwqSbp89LsBJCtky3Md/ogmFgbSSaP/uKcYKrXQX6OdNNT0J9+AsRLlPLdMCJCMr4B5eI0iHONM0bgjRZ4ZwFEHKV0XowlKPsd8LIAJYluMsYYyt4SxPtlpp6MMRSLMyj7HXEIqKa5IuSdBeS9DtKmwQlAp1+g0y+duBZBUFMt9UqMN9x4V14Ci73SOaRT1aAoCQlTyRSqZoIerEpnJWylzMZVGVU6KzWuK3RWMIer+vrgAA/YUb9TcWX5hZOAVZl/IfvWv8PMM4rhFMZjdo4E9xNjnPh2RL+WqgyVzbie0uv18MIXvhC/8zu/g8svvxwAsHv3blxyySW455578LznPc/R/+hHP4pPfepT+OIXv6h57a6//nrs27cPn/zkJweWVZTuac9AeOArnMOeQAjqUwS39cVcNhlRsXKVb9K+FLyi75Th+TKbdssOsAt1lbEo8JJzfeCmuA5DZyWyB6UtKwkkL2TqN0RmKPdwwNBZlZyjV4h0fg6gm0Nnai71S/RlCnY3Nxmc3Vz8hkMs0v1SOKXlfonlvsAPLxdY6gsns7i0hMWOSLPPl+aR9zoiEWN5HnlnAeAlyuU5lN0lkTY/8wT6M/sAXgJ5VzgnzsGX55AvyASRoq9xFD3N/MGyJjhLRUA/a4E1xgAiJM02eNpEPvMkGtvPRtKahMh8nAJNbAGxBKw9hWzjaQBjSFrjoLFNIJYga41hbKPQaaQJmg3B1dhKCVvHBG1VMzEUVo2EsLkt6awY0E4FO0nGgE3tRLwaQaYvCSYRhEGcxp0wkjjpGzC1ghPEDYpin7BZKESCCORYMPMkIZmsQSQ/G8dW/SR07TiiPz80bl0DefoV+3YiiuWQbP3QfCUbJ7dcZ146v4STmh+al8PizvXSyvaHkRM9m1GJymo8agaQ9ZTvf//7WFxcxIUXXqixM844A095ylNw//33V/Tvv/9+XHDBBc6puxdeeCH+4z/+Q99Fx4SI9PtcdpaR+tvHCS6vnK9vMq/MwsDIzHo7k0vYcXH7s1r0lb65ow4P6LJ0p39MX7GCFJy0I1N1TtTC52VOCq5H0o5M6WeJeEroWen4Cu+XIoXfxlspQycHlvtmAWREmGgk6PU5lvvcwdsZw1K/wEynQF9+wYgw3kgw1y2wdy6XhMTiyWdyYgLUW0Rn9iBy6XSIGGhsA1B0kc/uR9ldEjhjSDc/BUlrTDi4vtInsLENoKyFsrPg4JQ2Qa1xQRScZGZh7HfAyz6y8Q1A1nJxXqK5bRfY1HaQJBcul+eQL0wj27gDbGKrxvudJXRmDmKi1US71dJjupNzHFoqsKnFsKmd6jHbKzgOLQnuxrGM6ffr+iVwYLFwHBkg+qJXAK1U8DgqO1zasgaOwUvR5j6dUsHdm0EbZyS4It3zyki+guGO3ZKrB38KzA9Rf0buNfj6Ffuu99JlrjRfg7g1D1QZ/t5vyL7997C4//1K9mtx5bhzZk8++SQAYMeOHQ6+fft2/Z2vH9JdXl7GzMzM2lU0IqHhFhuCow7NNdcn23G6eFh/dDqr2D5AVD+Cm3fTvLLBg4UQACe1XuGMBUsRC0cIZ8EMRmErCeIsbQRQDkqyoH6MniqN4EnlFGlZH4T7Lqk4gsFCNNpCOqp+1A7iY2+1ZLXmZi3HXkY6z2w9ZHl5GYwxZJk70RuNBrrdKidep9NxXhlQugD0e3Ex+exnP4v//Na3rPemhpNB2rFJMHBx93/E40TDHLyS3m9vPw5tP6gbSY3gce7ETh5++u1GfrDUC+MLvSLItTjfK1B5fQ3A9LJh17dlcX4W/V6Vg7FcOoxCPpU5+MIhFEtzVbyzUCETBmRbo7oNzQH0uInNlZ0F9A8/gWJxFnx5tvJEQo0xdPd+H/79ZJKm6ExtrKziGSPMjieV05kZAQ9JQmFfJpthds52NpqzbCRh3Hr4r9gZxRnESHR5YA7oskNwaKwr/UjZA/HAvInN41hbROs0sK7hH6i2+P3f//1ILU4u8V+YXkmOO2fWarVQliXyPEeamur1ej202+2gvu+01N8hfVsuu+wyvPrVr7ZiSN6Co+JavvNQMSp/+yASoA3pK8fkBLo9fX9xN/G3mL47Q+xYmjP7ZRyhKDkKnahhOTMneUQwiuj4nVX/kottpn7J9ckD9nX1Sy7PN3P1ewXXMS+77t3cYgSRujkXzPyHO66z4xxY7pf4n5m+dmoF5+jlBYpeF9P7n0CRK6cmnrJ4v4vuk/8N3lsWNvI+yqUZ8LyH3oHHwPsCB0vAshZ4maO75/sol+cFnqRIxzaCE1AsHNZExJQ20Nj6VCDJwMs+wDn6h59AY9tZaJ72NFCjDWKpeaJLMrR2ngs0x8Fak2L7kggsSbBh606krTFkSYI0EYkcKROMHxvagtnDjmFtbjOMNxJkjJwXmtspoZmK+FnDwjMmmEUScl+kZmQxbFhbkylxzchvO50YS3wCIE1UfMtit+CGScdfxZnaEbD1Ja62FW2xn9hCsajKtl4lMUXiA+ZrqD6D5p/Sh1W31YqZ2Ykoo90mnFpy3Dmz004T3vjAgQP6MwDs37+/sp0IADt37sSBAwccbP/+/RgbG8PkZDxYCMjFmytqGTHopV/TWyUi06maTcU5B1lPMuTZ9YWIAC7OErMdgrIV0mcyO68y+DmvTHIV1FdOw9GXbkj7KHltCRPPBf3CBNxNoohJ0ICKUchyc6sMIrFgZoyw3C/1a8pEhAYTi+dyztErDd5MxAK70CvRl85OxMiAZprg8HKBxb6oAyNCKyPsSAmznUJmMxJAwGQzwTO3M+yZ62PvfC7iNSwBa7Wx/YyzsTBzEEvzc/rsOEoytM98DvLDu9Hb+wjKXhcgBspaaJ72NJSLMyiXpsFZCrFsNNB+6vkoFg4in3kSSBqAjK+kk1uBogdKG6D2BhCJXD5KGmAglGNTaO36v/KgTwBlDoAh3XwG0g07Bc45eGceSJYxtv1MjG/aLrInAeRFgbIscPqGFs7YkGkmDQ7xlDzVIGwZS3TyRF6K88omm0xmMwpcnRU33hAJImqcFpyjyAmtlKORKFw6fXAwkDjME3plRgkxJsU2KDljkThHJu1rnMSYS6wxJwatHIvyCU7PAaVv4doJ6l0Ja/55c0f9HaKhEpdgXCl5v6mKoZ+zbcTmH0BiNwXuQ5dfp3hdqYK7dTNtVDu0sBx1zGx6ehqf/exnV6MuAIDzzjsP4+Pj+OY3v6mx3bt3Y8+ePbjgggsq+s9//vNx//33O4PlG9/4Bp73vOc5SSEh8emsVEaTvee/UmKImhj674B+JeDLAb0Y2HhA366Pr08R+3497MB6yH6prJnbXQAwwW4LJ7KD4G55hYcrfeGwqnhR2VcUwX6X31EII4LI5/Hv6oVTrNBiMSaTaLyJzxiKxVkUvS6cTSNi4IyBs8wtgzGApZqGyugTqDUJGtskfmuXPr4BrDkBMINzANSaRLpxp4tzjqTRwvimbc4J1xxAM2XYtSHTzkPhCQO2jiVOEpF6+DZp+dadPaQjI6sv5feNJISLGw5mj2X5r4rPkTcmHEem9UkTQftjk9kOS/9LJnmqMpYR0Le7Y7h56eO+Lf/aVEcNo09E2pENq+9eo/u3Wp/8NqolLEftzB5//HFcf/31q1EXACLe9frXvx4f/OAH8ZWvfAXf/e538Vu/9Vu48MILcf7556PX6+HAgQN6K/GKK67A9PQ03ve+9+HRRx/FXXfdhc997nN405vetGJZwzziHyke1UU8aSJsO5w0EafFQjgBImL/ZJBoHCMSAyTn+dg2FLYUe3uFA8EbJuFYAu1NLEpnFeodRuFrU3f/x5M4jsz/bpR5E9MPbMcPtE8xfLQ6RvWj82918FpGl6N2Zueeey7+4i/+YjXqouU3f/M38apXvQrvete78Eu/9Es4/fTT9UnWDz74IC666CI8+OCDAICtW7fiz//8z/G9730Pl112Ge6++27cdNNNeNGLXrSqdaqlllpqqeX4lWjM7IYbbsCVV16JXbt2Ye/evdi2bVslwxAAJiYmnHfCVqVSaYrrrrsO1113XeW7n/iJn8AjjzziYOeffz7uu+++Va3D8SQj37udajd7kceU2NPLqK8HDLYVe2oL4zE6q5ical0ZlbohTmoZNXMxJNEns/vuuw/79u0DAFxyySV4+OGHj7qw41F8qhn179HiPqWO+SyDxCGcqrhOUPRx8DBuZ5cMUR+V+OIs1yrpA54taUcMGl7BMz2a7IVc0CX5OOc8nPLNOSYb4U2csQZzgvdKdkwkVSYJAGOTG8AYc9LZiYB061NBWRMsMe+FMcaQjG2UeGrhCZLxjWBZy8WTVGw1JRmY9X5ZkiTgvS5gxUSVff3CtlV3RoS8u6TpszQO8dpDr3CZ/AmCaqpfVJMKSh7GAZFBqsaZEPFvXx2iyV08L+HhQtQhnW4ZHDmv4pyLAzxj8yOsH8bt3x0NHp8HI+KR+arab63KPf42mI8fidJZXXzxxdi+fTsuuugi3HbbbXjd614XzCYExL7v1VdfvaYVXQtR6d+iBZTjUEtNmB4nlJXk4yIPgvSPlZ3SsmpnXAFmD96moDL1NHf6qhgRIDbX4Xci5y5uJ0KYVw5MOSUXWW8mPZMkLiio/DqptHlVh1L/KxhB1OGdKr25KDkW+1yfHNwvDW1VL+f6ROS8FO1UlBzz3RIdmdlh21/olujIE5E7BUe/FPr7FvqYXtbpLLIdSizMHML8nHiXjJIMSFKgLNDb/V109gq6n3TjTiQbtgOco//kf6G7978AcGST20BT2wAO9J/8b3T2fA/gHM2tZyLdcQ5ACfLZ/egfehwA0Ny6C9lpT8Piw/+GsR+7QJ5ITWhs3IFs548BLAUvcqDIAQLGpjZj/LSzkcgXq1WSwoZWgqdsbOo0+lYqnGMzIUy1EqRMpOa3ZHp9xoAJSXNFEFmkRCIBo5kyjTdUYgcEnZViDUl1DohgcFE3AColxU9aUHRWIjHDpLDrAz0tXW2Hqrgv6jv75sRO1Aql39tZf/Z88p2N8zvupgaF5nFFn1zcnpcat9riaFLzfbHbdJQw24lCZzXsk9kgOquoM/uHf/gHvP/978fMzAyKohiYGUhEeOihh4aqzPEo/cgLvvYkGgpH/GXnEK5+5b8IW3KOsqzqqzT9Ks7FUewBff/dM1Gi9ExedcpSOCj/i1KmfVdqzqGdjYtzdHJ3cVH4/kX/QE4hs53wS9P7F3Lr8FAje+b6WA588djhLhZ6vDLhDx86iOVur9J2/QP/i6IzD/JYOvqHn0C5eLiCF8uz4kDOrOUWQATWaIIa4wCAhe9+GRPPfBmo0UY2uQXUHHfUs/Y4JrechrQ94eBjGeGMTW2MN1w2kUZC2DmRopl6L1kTsH1CvGfmLPAANjRZkB1kY1NmE3p4O63SVgHC0YlLdPEscRdvWz801hMa9BJ0FWfg2tkO9xserA8Qn7M04hwPvV+nnJo/jwfZGRX3bxqGlVPJmUVjZpdccgle+cpXAhDp8vfccw+e/exnj1jFWlaS0NiMjVdCeJNhED5SXSKGRkz0knePVUMqdXk16hQTsXhXf8AS/wRmiTdaKPMqswzLmuABGiqWtUDEKqwxlDaQNMerJ2SzBElzrMK4QsSQtcYql0YkOClDkkWYONIInVWM5irkyIA4E4eqVwVDfAystQzK/l1vGXWMHlEZOHZtfaJI9HHr4osvxn/+538CAC644AJs37593SpVSy211FJLLaNI9Mlsbm4OTz75JJ7znOfg/vvvx/79+7Fz5871rNu6COfmNVX/BVuxwxF48Rbh7QAGDkbqrC9HO/jOUOg5RcXc41uS4ZtAxiiwpciRkGB7cHAr1mZiBeLvhNSxLlYMgYszrMqSazYNVf/xjBzaKlVAMyEUXBwfo+yXnGNzO0E351jolfo6CMDGVoJ+4eIJAWdMZejkpbM9SQB2SXzvQq7LSAg4d1MDnbzEDw/3NT9kxghn7tiMvJ/j8f3T6PZz2WYM7R1nghd9LDz5GApJc0VpA60zngleFug8/hDKZRlvy1ponn4ewEjQXC3NCrwxhtauZ4KyFvqH/hdlZ0HibbR3/V9Qcxx84ZCm0WJphsktO6HOLlOSMsJpU83KaGMEbGkzJ3FIxU42tqrvqBGA8YzJseL2fTMRcUlG3DvShSMvxVuQCbNwvX3mzoOUOFImYlX+mOAgOYjd97E41Hyr0laF5pnetg9srwVjZwjPy1jGKayYsjNrIvqxfYVoRquVxBF6yXsUPNZ2J5KsRsbiIInGzH7xF38RDz74ILZv365T831CX22ECP/4j/+4phVdCynM+RNm4Mn/EbmBZTGYxO9sXPxd3dIrLH37N/7k8XHAOLNQRpOtH7TPAZ/OSv3e5gSuXJuOowX0vTYqSivQbtWn0+dwXJTEu4UdczP6890S/cI9MJJzYFEegqbOxQIXNGAHFnMs9139kgMHF3Ms5aUTsyg5x5PzORZ6pbUNJ2KRh+bmMbvYE9mJaqEuOXrz0+h3O0BjzDiaskAxtw/l8gLY+CbBCCLxcmEaZdFDsvF0MJbIsVMCnQXM/L/PYuvP/haYYvWQZ6ZlCbNoq0iPhS1jKU7f0JTmzXVMNZlk+3Dx8QbDlnZi2khKMyFMNm02DtGvjJFIIrFxmezRsI5B0jizzjgj05ciCaU6P0puEjaUvqov88aKThbx6azMUAvq+3PGJKWgYmdYMXV157CTVIJqnUJ2hsHtRJqQs1vJDgED44i+HE8xs9VwZkcUM/uTP/kT3HXXXZiZmcG9996LZz3rWdi8efNRV+Z4En8QSRA2e0Asi8rPiqrcYVmTX2P2xPFw8QQEgCg4cUL6Yn0L4IG7PZFQAthTloj04ZryNrpSLqwydKYZ4xU7BEhHRs7vCHAcmaOvFy69TIFIHFHCybJFhnfSvTaCYnqqssmTJN9lrj4jEMvAUu7gxEgmaXhTgiVgY5uAtFnFp7ZpSiltjRjY1DYk4xtBysFJPGtPYnxiohI7bDcYTt/YrFxDIyGLtsqIorOq9DOE8/PbCCSSOyo4hCML4omHyz5rpepPb0zAG6caD+urrMfKfEJknkVwQthOaN5E8RXmpXLcPh7Tj9upUt0NwkN2aolL1Jlt374d73jHOwAAX/3qV/G2t70N55133rpVbD1klGB3FKcwTpG0jOidFwhlcEMzLDF9IgQzG21H6lV/nd5ciV3ZqPgImpEvYvrR3SjE24kRVZI+olSwRMFt4jCZ1eCW8TeUpfl1kVWZN8cIjz69xeYHjTiPB+CxOo5ip5a4DMWa/6UvfWmt61FLLbXUUkstRyxRZ/aKV7wCt956K8477zy84hWvWNHQF77whVWtWC0ry6hPJOtQ8ppK7D41ig940lrzskfEa6mllqOTqDN73vOeh/Fx8aLnc5/73JN2vzbELuDvVw/Cxe5EWD9mP4TzAfp6i3AIffETdyPK4KjiGoPG5VugZmtNlW0nquifGFspQb7g7JaRMXGulo83E2A5R0WyBF52pJCpJsOhpbJS46kGQ68oAG5O0CYAG1oMnVwYUpmQjIAN7QaWun1wzh282WyAFxKXe4cnf1+8AAAgAElEQVSMCJQ1wcseeFmiFOfQ6AQOlqQOnjACL3MQkdyC5No+LwukJDj7S6vcTl6I2KsVSyMoaio49w4EkYBTlByCRct8WXKBpw4uDBQlkDA3eQYQx/ak5PU/gLwQdoS6hZdAyoafHyWqcTOV0KOKXcmOSUAS1+PoB+JLK81j9dmfx2ouV+ff8PN4EO7HtI/EjhtjPv5krTMWB0k0m/FUEM65XlQGD3w4izbMnzpV1tYP0VYpCdqXlmL2Vdae+t7W9205CwmvXpdiBdE/cfwXrzgpQWdlLRD2RLKcm0tnJWwJm2ThIpuQQyzIXOKdPtcsH4JuSdRnoVdKJ2iutuQch5YKLPa51s8SEbfat9DHbEf8YCwjtFKGkgO75/o4sCic2mSDMN4Q+OPTS9gzuwxwYNN4E1NjTXAOHDw8g/2HxenSExPjmJjaAIBjYfoAZg8KvtKJjVswsXUniBgWZw5h7uCTAICpjZuwadtpeOxvP4StP/3rmJ1fAMCxZbKNXds2IGEM850cBxf74AC2tFOcs7WFjBHyEvrU7PEGw/bxFFlCzjhtJoTNY4k+FVql12dMUGCJdHnolHyCobCy9QmCIivRmXFGP0tEEo7RFz1gp/KnZLIMQ1Rp9phT/UdyWKmIovhsxro9z5RVsuoRElWnYeaZj9t+IVHzT93eeY4W3FzvMPb974aJ68X07bqOmpq/3tmMa+3MjiibUZEMDysx3sbjWYgEd10RoI5SmX6wsvwUrkL8/uAuuXinK5SB5GcZkrzT9Gmu7Owtk8Vm6ulOeNtW1Q5xDmfGQi4KHCi8CSEcMsnbZVtfYH0emEEksiRtYURoJhxLOQVwYD53X0NgRBhrELpF6WWlAVOtBLPL4v0ydWkJEbZPpDi0lEucJA6cPtVAg+XIuWm7hICnbmyglfbRzblevBMCzto6jvFmiqUcSGXWIxGwfcsmNMfG0ck50lRNEcLklh1oT20GL0skDZPdOLFpK8anNiDhHFmzqdQxOT6GTRNtjGdAu2lOnJhqZ9g0lmEsA8YbZgpmiXDCk02GdmborIgIDcaxsZVU6KwIwOYWE2n0VtuBCwfns3qUHBhPQ+wg4mTwkH5K8nBM+wmNExJU542YGeH3pFhgMeZQD17uPIPUC7GScM4reGgOKFz9JjTPGFwaKoJK6PFskTp4c7j5PahO/m+Hu4YT+x2z9ZCoM3vpS1860tbiycqqH5O1HlQh86OWSWTuMCt2QngYPoJyw5YGjacQr50qO/RNwtTJ065kCaEMbFE2EnLes9N4mqAXaKQsTZEHriFJhVPyv0nSDA1Wfa02SRjazQS+JEw8IfpCJJ4oQ3jwlAEAqZ9GD0QdgSo7hMf0fUd2NHJkY2lt6qOeFkP48bZdZT/B1hKWqDP7wAc+oAfM7Owsbr75ZrzoRS/CK1/5Smzbtg0zMzP40pe+hH/+538OnjtWSy211FJLLeslQ8XMrr76amzevBl/+Id/WPnuxhtvxA9+8APccccda1G/NRe11Rf+LhAnUj/ytkw4ly8Nc4D7d8nKTmC7JGRf3d+7++YmXlZll5dnpCFs36e50kwe3KatCsfMnHI9OisVM+PWzziMfl7CexoSWv2CY6lvLiIhjjQhFCVHJ3eTO5S+TXPFSGw39guO6Y6huUpIPJn1C44Diy7NVSsVtFt75nIdl8oYYarJkJccPzrc0yz8DRmX4hz4n5mermsrJZy1MUNChB/N9LHQEwU0U8KPbcqQJYTHZwXryI/+5hY84/JrcdbGDK2MYbZTaHqtlAFnbsjQThnme6WuT0LA6ZMpxhoMndxQgTECNrcZxlImzgez2kdsSYo31RiZ8ZgxaLope1w0U3GMjIqDOX1gMYGobxg4EuvFc72VCbnVJ0Dzvb1NZu/Syeuzbfji4ypOZj8x2suVi5t4V2Ur008ocepanccq3lvRD8zLQfYH4aEtUl/skANVsOGkjpl58tWvfhW333578LuXvexluPfee4+sZsdYVLzHHkx+EFYEX6v0UWID3T4M03yl2D8AuINQLf6WGRuHFRtSZVeKJAJT9Sm5o287F9u+Wor8hJBE2hTJGFwVoDwYzJVLO0xkpuWlKUQsfDKpw7OfMsHp2CvsIDbppI3lvomTKftpA1juc4cdpJkAjXaCxX6JsjTbTAkBOydSzHZLkd1HqlzgjA0ZZpYL9AtRByJB3XTu5gzTSwV6hVjYiQgNcPz49hYOLeZY6pfiEFDZsM/Y2sTMciF4JcdSvR36jK0NzHaE/e0TBj9nc4aFbolDDYYf39bU1EOb2oJ7UhzZkmp6qg3SmRIB28ZSTWfVTg1F1MZWIvqQCKkcc0lCmGpKXPZAwTkaROK6pL7aMmME7fTMNrBYVDNFoaXGkFxsU5taS6zuImuVuWNOjQURXyUzn6RjSD3aqhCbjo2bZA+L+1GOH+WDfVzND/EzdeisK7pc2N+tTCdnb/ENcjyjvvys2tlee8zfoo98KrBBMbj1lGOZtRiToZzZpk2b8O1vfxsvfvGLK99985vfPCGTPwDjHGD9C7h3Tv4d4aC7L3K/qOg7E8QPIqunvZC+dDK+44rp+3fdROQ4bke/5NDHWRrP62TEwS5XtZzdDmrR5C5eubO02pQgYjewf2O1IXl0VurJA8zFGeAuuvJaGIksvhDezhjc4/kEPtZgIC9tjpF4SlN6Nr6pnThJKwqfaiUYazCHQ4+IMN4Qzsvvg3ZGFRoq5WSmGlV6qoQBG5o+nZW4qWj6tFWy7cayMG2VOsTT1gegbwBCuKqfjcdoq/yz0GIJGs7YGoAjYEfN48r8o2p52il61+bMY8+BkGdn0Dw+Gtx37oyool9LXIZyZq973etw++23o9Pp4JJLLsGmTZtw6NAhfP7zn8ddd92F9773vWtdzzWR0OAIbS8M0o/hq3UHdyQ0VzxwW0oE647Pxdcl2h1qI1S3Xt1vh8Sj9V+ti4vXJXaKQTxx4ehLXc1fHImsxvyI4RVHc6T2Q45MKAezogZv9a3CPD4CvJbRZChn9uY3vxnz8/P4xCc+gY997GMabzabePvb3443vOENa1bBWmqppZZaallJhnJmRIT3vOc9eMtb3oJvfetbmJ2dxaZNm/Dc5z4XY2Nja13HdZWT+4bo+Lq49XggPO6k+nBcSy21rIIM5cyUTE5O4iUvecla1eUYiJu1NJhehoK4+Di8HR3a9e1EcJOTMSw9DpmtFNuOTlSp4pWNFH291XiDCU27tgARNykDuDggFHBX8jD9FWDTWXk4A7qBd8iaCaHwXsYGgJbMbFSWIK2pzEZwl/6qlQpaLG7h6iVzktuJmoZK/ogFcE7iX90e0r44B44q9SnL8LZSNWvV4KKJ3fbkEC/8Jk5MU+iUXGQs2voKZ15MU5UxCBewxDkHtwaRHecK6fuJD/54D+tX49aD7ET1Vc0C8ymGx+bfKHZUTGwUfS7nxkpx+1qEjOTMTjYhEEBcL9KA6yDUmmwHl0trMSCSNgBhB8ZpOBPUGrSMyDgCJ1vKLAx2fZga1AH7MVYDtQDZ2Ysg91AanTnGCA2I9P2+XnkJmbxuhduvETBmZZNJSRiQJQwl5+ha6fUJAVkm8E4Ow64AQiMlpJyjl5tFPyEgTQmtFFjqw0lPb2cMrQxYsmiuUga0WgyTAGY7heZ6bCbAZCPBhnaCw8sFFmVq/1hGGMsS7ABwYLHATEfg4w3CeCPBaUhxYCHHwSXhNTe2GLaMiWkyvVRgelngUy2GbWMpiICZToFDUn+yKfS/32LYPGa4JKeaDDsnUiQEdPISCz3RQu2MsHlM4HnJ0ZGvBzQTwoaWOHyz5NBOOWPApKStUtRkInYnD98kkryHYmwwiOzGKm0VIbVoruw4UiL7Xve4fQMEwefI5LzR88M2L3/JSGUxmnkQSnSoZBArQ9o+dPr8Snai+jDzTN00+uUiguv5amoGfVNg4bYdZQsIJ3GEHJO5aVZril121f56yvGYvejLqe3M5KAfRCnl/i0musgM9OisEKbB8e+2hK6ZJCprydZXTzdmsobtr3THRtzKVLTsi8lNzoMXI0JGkgDWsqXwrkdnJRZKrhcrW7+VCo5B3047hXxny7QdI0IrI3Rzj84KwESD9LtcDt5M0OkXbjYqgE3tFFm3EOS2Ek8I2Dqeop0VKEvoRZ0A7JhI0UoL5NzDJzNMtRKUHA7rxtbxFBta4sBNG9/UTjHZTMA514eBEhE2tlJMNcQCa7N6tLME7UykrDcsPEsIjYQj8/CEhNNuJuTQVil6qIxVWT04CO0kTFuVBmirQOJVDfJwbvWVjZdcvHpRoVgi8UTqODjvt6GMvuoiLWmx/Hk2wA4G6QfmmYCHpKey5msID1F4+fNUSXS+Rq4tRhFWiyuntDMbRmJZaUFdjBYHig3NmJ0oTrGMqNEqpByUX7Po9VJ4khFRkBhWLHDhCsXorPSTbAAPsFPJdP8qnjFCgKBfEPmGaK6S6qGbSj8k4l2qal1TRsHfMBJPpr4QhfUVXm3rOD3VatJWBfURHhvq6WhYO4NkVDuD5uaJIrXTOjKpksANKb1eD71ebzXrUksttdRSSy1HJEM5s7IscfPNNzsp+A888ABe+MIX4rbbbluzyq2XiG288BND7O39sPDgE8kgBoCqhUFlVu3be/z+Z8HUEbFHfgAamgXE1ycA45liijDCINk1/LbjXG9l2fZLztFMCP4DCYGjnQmGDl/amWAA8XayMNYQ25Y2zgiYaiaYajKnbLFlmWDSwxkBG9sJto4x2Ny+CQFb2gm2jSUVfKrJsLFV1d/cYtgyljhtxEicqTbVdPUZidjaWMaQePUcl3RTlfpnDK2UVfq/lYqYGPOeeFupan8XT5SePya4SNYoSz/GK/vSs6P+9scK5+KMuLzklSJC+qKMaj3VU98ocwfcO97IujY3sjXAxgCcIvM7tv0Rm5exckL6tv3R1qJTT4baZrz99ttx55134qqrrtLY05/+dPzqr/4qPv7xj2NiYgK/8iu/slZ1XDOpZAVCncEFB19pEFUX/wD9VUDPKcPWs/CQPrhbTzerS3Ac6sCx1g9nfik1h4/O0mdyVSFSNFRAN+d68TRbkxwFJ5PUInFGQF4YR0kkGCwSAP3S5sYTsZyUCfslN7E7pvBClOPgDYFzrrgJCQkHNrUE/VVRmm01BnHmVycXh28mTG1LEbaNJVjsc/BSsWiIttk2lmC5z9EruUywEPhUkwlORS7OHlN2NrcTdAuORiJ+q/CJBkNeisXW1m+lJjtRsHQIPANHKbcQJxqGhipj5oanZdFTpczkXrQzQx8lqNXEOFC0VaqP1fggblNCcXBOSIiLbU2dwMCRgKPkJA75hDs/hE3IhChhvwAH2fFIbz7ZVE0qkUL0o9nytPUHJY64kydMZ6Wcmo8PmpeAu51q6mqml69fLVaVapyS33ZVJyf0j1c6q+NRhnJmn/nMZ/Dud78bv/ALv6CxLVu24Oqrr8b4+DjuueeeE9KZAdUgrb3oOngkaLsauDOYyaZ0WokGRwx6u67q8EvABC5iE8HXdyYsqrEVIkVD5S4JdpBdXYONKwJmH08YnBXBLcsqQ5VL3sGkGodIDffwlMilv5LXmBIHeVRXREA7AcoA3kiBhFfxVioIj/02aqVAg1XxRsKRsCptVUoi6cNPLEiJC0dW6QOORhrAOUfLp61SbRGhp6LK4ig+qwQXfx6kxIN4JS3f7uOAvk/aa/51E4dWSqqIpqtLbxbEA/qD5hnRaHjMjrpZDDnlkH5NZzWaDOXMpqencc455wS/e8YznoEnnnhiVSu1XhIcHDw+aEYLjhuSXl83didYWnfIK+tDJC5QVV8/1gxrZzV3L2ITblR8YHrMUeIE5f0ccRzlEHbihyVS5Lri+iGcInWJ4fG2PDJZjXnAMeisulCbrk65QUcmlIMDfuBOyIjzeLXwYy0nQjq+LUPFzM4++2x88YtfDH73pS99CWeeeeaqVqqWWmqppZZaRpGhnsx++Zd/Gddddx1mZ2dx6aWXYvPmzZiensaXv/xl/N3f/R1uvPHGta7n+smxvyE6ejkZrmEV5IQKl4eCOesha/wEUA/FWtZLhnJml112GRYXF/HhD38Yf//3f6/xjRs34r3vfS8uv/zyNavgWoq/v20e98P0VDH9EK5CRPZ+uB/kregHcIrg3BSgFySXQcCsjjYzgo9Da/v6Khbi2zfWQ9/Bi48B3NBZ2RFz8KAdQCRmCOYPe4UXwfAqLZaIW1VpsTgyBpRF1akljFB6NFcCF5RTNk6QMTmoRBmDy4hlxQ48nZUwLxynpQgZhXvYpmtFstbAbc8g7rR59e+8BFLmxX+4oq3y40Lqt9W+L7hI9rH1nbHi4RxhOitbhpl/au5VcH25xwed1SBczY0V44O1ABjhpek3vOENeP3rX48f/ehHmJmZweTkJM455xwkSSCf+gQROwCrxKaPsieLPYB8fCU7yjmqMtVvK/riC7NYwF1IVDYWIGioOHcppUyQXriKQjoEIpWoAIsCCS5eQlNEEZFOGBDFmnLFgZGybGu/n0Meh8IBLqmOQGKxb6SizF5ukvgTRshknLBvORyCPIwzAbq5WdAzIrQa4vfL/VLTXKUEJJnAOzms06UJjQahDUF/pTgdWwnQTMVyOd819FftVNBcQeKL8nTpRiIYOwBgoVdqvJUCk01xntlyv9R2hD5DS1Jy2fRaE02RfdgruMYzJrIhxaGnXNczS8RrBorOytB6CdoqJttOtQ9BZJs69FQkaauYGV9cOS0Sh5vqvrRvDmTwIS9Nkg6RSl5Q5sW4BggJkR7vhZUEr+islDjOh5SDBWC5d72Iw8wDhft2bNwkUsjLw9rRWa2k7+IxOitzI+Q6J5NFHHKStSOLy0gMIL1eD4cOHcL+/ftx7rnn4sCBA9i5c+da1W1dxL8rEpgYaEXkTsh2YrYd+zvbztrRXJGm1+JePQmATlG2FiFFgWSuQeJMpoNb9VDXwCGcnd9ujHPk3lOCuEEn6cRd2qpmKngebfuMxCKsuAfttmhnhH5R6oVU4eONBJ1+leZqLCN08jD9VSMXdpiFb2ilaOXiihPrBaKpVopmWiIvuYNPNhOMZSLVPbVO9xxrJGimHCUX2YpKWpnAiVz9ZkrIEi6zDKt0VkmAzooRB4PL6iGchXhiDdFTpR5OEmeA26YUpiYDxJNqlhjnYMxX6a+IgCQwtpSE5o2+Oass0jKjL/xiV2VOqkSNtaaz8hlvVrITqqtyuvZ3eh2S9fd/X6fkryxDO7O//Mu/xK233oq5uTkQEe677z7ceuut6PV6+PCHP3zSHQWzmiKm2Wj6o9gZlKlo/7syHqGzitWHyLl7duxXzcg7zoD9wMKnJLaYDaK5CuFJxE7KKLhtl7DR7LDINTAi/aRTwQP6RHE6q4SqC6Nq09BCF6KtCjksZSfG/6d+U61TyI7773pLrNzjyQ3EnNOgPlgvOdEyGG0ZKpvxvvvuw4033ojXvOY1uOOOO/TCecUVV+A73/kOPvShD61pJWuppZZaaqllkAzlzD7xiU/gyiuvxPXXX48LLrhA4y9/+ctx7bXX4gtf+MKaVXC9xH+yCTxwDNSPYwi+bwZAbxE5+pCUPHCfwnS8I1ybCM1O9amNc2O/Qv2jt+Fcfc7DlEOcizPJQlRHKaPq4OIiKSMJkA03Ejg0V06sI3DdzVRsTzrlEjCREcZTN1ZDkLRPSfUNrUZCaDBU9MdSwmSjSjfVSgltj1aKSBwhM9VMnKcwBsH8P5ElFTtjKQXprJqyHfx6JhShp1KM+R6eqqcmP3lC6QXwkH5CMrbjdQHno9NWiXpWhSL6safymH3wtaWziu2vrGTHjqvFPuu/Ub0GP9GllrAMtc24e/duXHTRRcHvnva0p+HAgQOrVqFDhw7hhhtuwFe/+lVkWYbLL78c1157LdI0XNV+v4+PfvSj+OxnP4uDBw/i7LPPxtVXX41LL710xbLs7CA1sPRw4a4jGNZ5KdxxRNzVt7dt1AJS2np2nWw7qDonJcoOh7seuYFz4VhVHA2cy2QNuU8PtdUopCilvofb56QpnEEka4jFmfSWpcJFg5qtTEYceWkcJxGBMY4GgL510Kauvbw2HfMisTC2U0mLBXMOF+McUw1Cp+AOnRXA9cGc4tBIFUcCWKIOCnWdyWSDoVtwFFyydEi8nRJySavfTJmOR002GPqFcNobWwYfzxjykiMvOVqWfisV7VMqGi2JMzXuSDCZKFzRU6kkHbstVJtlFn0ULJxZfaPvUohcHGaHOEsMLRYXg0fvdfu0VQzGofoJUYwZO5CbuurYJQrpk4kbhZKwQglXWjiw1nRWK+lXi1WHuLjXohJEXCfpsvsg0KZ17CwsQzmznTt34tvf/jZ+8id/svLdww8/vKpJINdccw2ICHfffTf27duH6667Dmma4tprrw3q33LLLfibv/kb3HDDDTj33HPx+c9/Htdccw3uvPNO5ykyJvYEAdTdUhVX34WCub6eb8f5iodpcEg5LrLuXu0JZeHk4fBwtfDZeIi2StlnrGpnEM0VeDjYnXgp1SbxINymRGqB9Bdfs9Cqesql07k2pZ+x6mIHqNOgq3aYKtta1ghAphYV8nAm6aw8vJGo/nXbopHII2E8PGNhPAUHpaGEIl6hy1IOLURPJfCwfiW+pdoogBOARoSGqjLurD4O6Tv8i/D6JoArxxGaf0PVRwk3N08VPKA/cD4F5usg/Siu1wPy9Kt9L+ZxmOaqlrAMtc342te+Fh/+8Idxxx13YPfu3QCATqeDf/qnf8Kf/dmf4dWvfvWqVObBBx/EAw88gD/+4z/Geeedh5e+9KV497vfjbvuuit43AznHPfeey/e8pa34OKLL8ZTn/pUXHXVVbjwwgvx6U9/esXygnc4PILH9CP46JRD4YSDkesStQOEtkni9sO1XElGrW+0oBHxke2H+se+Ba/gYRthOJLQMgiP1DFmP6w+ahsMltWYByPjIQe0mnaOxTWtA17LkE9mV111Ffbu3YubbroJN910EwBo0uGf+ZmfwZvf/OZVqcz999+PpzzlKdi1a5fGLrzwQiwuLuLhhx/Gc57zHEe/KArccsstePrTn+7gjDHMzc2tSp1qqaWWWk52OZGzGJUM5cyICDfccAOuvPJKfP3rX8fs7CwmJyfxghe8AM94xjNWrTL79u3D9u3bHUz9/cQTT1ScWZqmla3Pb3/72/j617+O973vfUdWiZPgxid+CSfBxZ1iEorxHEs5nupSSy22jPTS9Nlnn42zzz77iAvbvXs3LrnkkuB3jUYDP/dzP4dms+ngWZaBiNDtdle0/9hjj+Gtb30rnv3sZ+O1r33tivr+/rbZj147OisTdgrQ1ETwmH4UF4b0loqK38k/HJxIhuQ9OyF9/XegbP/6nfgaYFgUbB2o+BhgNUyUzgrKkhO/ctK+KnbKEC2Wpq0K2Q/oQ7SRu0kraaUo9lsagLt25J5YEKeBdbPVxbWL/Ae3HawsmvhvAacOIkHGj/9wc71eH5RcJQj5NG26990xIe3Y8wxSn3v6g+ZZyI4e1yF9fcnrS2cVw6OfASBSbr3VGJYVndkDDzyAT33qU3jggQdw8OBBAMCOHTvwghe8AD//8z+PZz3rWUMXtmPHDofb0RbGGO6+++5KbKzf74NzvuJL2Q899BCuuuoqbN68GR/5yEeQZdmK9VEBVXuwDaKzCum7DiBsx0xmsTypyaHti2/FxOQcKutqkH0fV8skCe8ETuIcMfUTlebMuViodCKKFZdxJh1E8F4vLnrNFYkMJecodDaiod/hXFEjmYmXyuvNpdPkEk/Enw4FEpF4aThNOHq5rCsABnEYJ0DiunSrqReZRX30FchyUwb0Cji0T+oQ0NzCEyKkMk/exlMiZJnAu7mhxUqI9JlfBbfsQJyYnZDQUTgj8zJ0UXCdOcmI0JBZjDZOIGSpol4y9hmEvk9npa7XdgxqUCjKMpGDoH+AhJlxapLXRf8ya3ypvmFkKMsKS99NuXdvbvTYhqGbAlnRQDJ2QO44Gjjeycwn1054ntnzg7DyfKpcg9UOK+kPwk2bmrbynZiuJ/n6tSMbJAOd2Qc+8AHcddddaDabeNaznqUd1759+/C5z30On/70p/Hrv/7r0UxDX7Isw7nnnhv9fufOnfiXf/kXB9u/fz8A4Qhj8m//9m+45pprcN555+EjH/kINmzYMFR9ADNx3CcMMRlCdFYhfVvHzaqT01guFj6djnAsVTorn7YqZt+pG7fs6wcGsfDD07fv3P2HLj95WThYAieXKogRgZi4I7frQSRS7zl37ROJrL3cS2ogEg5A8EVamZMgtDJCNy+Nk5aSEIGX4hoMTEgTIC+q1F7NlNDLS0HVZeFZSkjKUi6iHs65eIXAo6dKWImSczAyeEpAIhci/W4UAWki7ABw7KTSPjhHklRxkWFqcCLxtMW0YyLTB/qpxFvoZD/Yi6LqSyKP5kriCVWzGyliJ4H5bXih9nBIphLYfWbmh29n8DwL2xHnAR5fdFaD1orw5/A11Cn5K0vUmf31X/817rzzTvzar/0afuM3fgPj4+PO9wsLC/joRz+Kj33sYzj//PPxspe97Kgr8/znPx8333wznnjiCZx2mghIfuMb38D4+DjOO++84G/uv/9+vPnNb8aLX/xi3HLLLWi1Wkddj9UWOUaH1x9NXf9mGMypz5BzQ+n7c4lI5U6GF5yqHTJbWp79WFXiBztWijV44At1Rx60HyiDUeCl74H1ocrL44PKJSKE3gkepB+js6JQ50A5iCoWpLmK4IPsqPL9+sQWXkKwmlVHPIQE7URw9d3xJqO0US0rS9SZ3XvvvXjNa16Dd7zjHcHvJyYm8I53vAMHDhzA3XffvSrO7LnPfS7OP/98XHvttfjd3/1dHDx4EDfffDOuvPJKNBoNAGZ4qe4AACAASURBVMDi4iKWlpawbds29Ho9vPOd78RZZ52F973vfZifn8f8/DwAEYMb5QmtllpqqeVUk5Mhi1FJ9D2zH/zgB/jpn/7pFQ1ceumleOihh1alMkSE2267DVu2bMEb3vAGvPe978UVV1yBq6++Wut88pOf1Gwk3/zmN/HEE0/gv/7rv/BTP/VTuOiii/R/b3/720cqO/QyIgvftAf11ZahDEetaFt+E747Bw9SGoHzcIcF7Ju4RsA+QcafvGuQ4Xo3ySNOf6UD1ZW2CNenlPUPPiEh/ESSMlQIeQlyCy/wgzQxzBi2NFNBFeVscQJoRuisMqqSChME88d4xir9ljJRtl+llMRL1yE8DdA7pSQotvxLyEiU4esziEQXPz0lIR6kuUpIvnDt4frgFW7ikT5ui5+U4dRJDIoKHhpDvr1h8VHshOjQAHFtsfkXxsNPU6PWPS6jt3UtRqJPZktLS9i4ceOKBjZv3qyfhlZDtm3bhttvvz36/TXXXINrrrkGAHDRRRfhkUceOeKy7OwgP2CrRD32hyaPylo0f6sfhel0gvbl1psIMrvbN0w7EWPL3qqzN/jUNQicdPKHjZttQbUtJkTRU5nJKoLdJRfJH44dSX9lJ2wofQ6qtKlqF5VEoupPAHRCITy8EncRzr0ouUN1pHDBVmJRIIGjkQh9HY+R/dhO1XEzhs1eODWRQcmh+AhV+eoMNzhOcjwj9EqOvOAmAYIICRNlMsA4SRLxwlI0gXFiREhU6gUX7B3qmlNpp4RwhqbPlL46gcDe4hTJN5lMlLFjsVzbIUe/4GS4Mkl1loiRKq5Me37YsVEfd1hAZMKEFZ4FYMaQGlPk2bdl0LwUCoPnmb8TbWcnujcv4fmn5yVcGjUuBrTr9K3xHroGbTOCh6jAfB2/D2pxJerMyrKM8iHakiTJCX3HYE9OAMGBJ74Q//NxlcZuB8jlF0AgFhAb2CF9HX8I6MfwknOR9GEnU2j9apC6LMP1EQ6iakc1RizYbf+t/i2tNnK+526yhtNW1iqo8MRa1J1/Re58FSc48SRlPU3g1EeJckTOtQFIiQfjSQlBcWM5bSHaudqmiayLjxPnoADNFYFX4mRKn1OgD7jghAzhPv2VblN/TMvPtiOz//V/bxxmuO8Rwc0NxuD5t+K8RGy+VufHSnho/qlErMr8s2/ObHwIx+XjMdqqUFLJibzWrrUMRWd1skrsDmdV8NWyHQldD9QPjPd4uUH4iO/+VqtNQxULLkJHYGf0+sTZ3iPZGuFeG4BHKhPFV8XOCrKm8yNwM7Eu5a7W+IzIMbmmWgCskJp/4403YmJiYqCBhYWFVa1QLbXUUksttYwqUWemGOf7/f5AA81mEy94wQtWt1a1HOdy6t0d2vHJk0mO2Z3+ydiYJ5icTJmMwABndtddd61nPY6J+PvYftaQjROgA/W+vgl0W/oE67OvPzyuFtFR9HUgf4j6GFNmueYyCcCcwWStPDK24MeWYm0BhOmsHPfg4UH9QZ+VPRGA03isXB1u9+wIfc8OVHIJBfWhS/Hr5uHqM4WvnSJ2YrgoI96GPs5B8E69GSi6fWD1pbIVwDmF9UlerzMmuKjIWtNWxe2MNi91bOso5nH885HVp5aqjMTNeLKJHWi1MQAVnDGbqskMrFFoq2L2Te4V5ET3cLlQOIPcXhjsehLphMNSBalh6mPXXV2XMqOzGsUFICVCySWPoRUgD9khMtRLogJCnxEhTUUSSL8wk1BRIwFwD+mEOlySo19azpSs7EvtWMRXio3CpcWy7BQmEZ2BwOQJ1Xkh2VZkI8kjMy26LAKDYBYRuOtAGSM0uKDRKqzrSpnIfmRQ9kX7K7qssoTByWRVcm7q6eAg08Vkv2xNmu6LSNBluTRXwvkksh+MoxbXpnBH38JVH5sxQe7C6iVN2ONd+fMYbRXRcPNP+W3Hji63Os/UbYQZj1U7w85LH9eiL2O49UPV3Xe2g+Zl+EaxdmSD5JR2ZkD1rmsQTnJhKMow/RXn4j5+WNoc4UDCtDlBfcT1ycJJPwCIFGtYE2bQtbk0V+JfwZBhnPjKdkS5RC4FEiNCI+GSQNidlCIN3bcvDrnsF1X9BLYzMPVJSWRh2uUChEYq+sy3k6XqVGu3fRIi5QcMPRWg+94umEg4u0Q+5dp0VkliToy26amSBOK1C+7aV4ssQT18kTJlOSL3GpjMeGSWo1E0VyUnJwuTIMYDg4vH9P32qn6O0UetMW1VrFyuXhHw7QAYYV6uJh76e1DbDbsW1VKVU96ZrabIMXrciK7PkHOAIj/QznGEctWC7Nv3T3h2yw3bCpUegfUd+NB2Ihc2yA4PVJWo+oKywUfVjy/ufqWIqg5I4yE7kByJQ+q75XsYIm0UwwP1HCgcoEC+dcy++m4UfD1klLar5cjllE7Nr6WWWmqp5eSQ2plJib2MGMIH0Vz5d2FqK5EjdEcfps2J4jxMZ6USP2zz3MJD+va/qp5qK8u/Zs7DFEUEjixxnzDU9RbcMHAoXG3R+QHuUH2UCDYOv1zBxhFqi9h7dgxh4uCMETKPVkrZTyJPBSzQOSmDPrLFtQ/ZRp4+DcADNFcMYforVcVK23E5hgK42q52wkDcZZyw8aB9PUaHnzcKD30X1Kcw8w4DghRVFLMTmH+xeck5kHOOAqGmG+1a4zLYzvB9cORysmUyAqf4NqOfrTTKYFXbBJyHh6Z2DrAnhX2alG1rMJ2OXbyDOxUi47wsHXuBCn0Wf7u0VSrZxOzVq20oc22JRY2kFv28sGM74rcFOIiTgwNeMosVD/AXVbX9BQgHqQg3FM4AFNyOubl0Q/7yz2QZUNt/cku0kZBwvnCdWEKShkqFymS7q3O9mORAVJIlIsGDQfA+qjplTNgpuUtbFcMVzVXJDTflINxO1CCZ0GK2b1VLcLM/ywWLiDoShqyYmzusqrRV4igXM1Yc+4H6hLIC/aSG0PzTemQowpx5w8PzKezQoO0YPfNlCTOfFK64Te1yQw4/hJv49WDaqtjnWNvVsbO4nNLODHAHHeA6OFuiuMoYDOgr50DuTAvHDri9AJm6hcrVi4L4w74YqCwzO1YTmwhE6hwx4dAosjj6bWVzAtr/2nyQqj66LQL6fhmxPlD/JgjjahVaCffFxxMml+VQ31jXY9qVO+eLKWGMOwkZqiyG0XDwMJ1VDBdjIkyBVInD6bZy22LFPoj0PSL6MTvO9QyhL14uiMybAD7MPLa/4lYfrzRfV5yXgb4c1Dfh5LCazmpUOaW3GYdd5I4Ij908jWo7YogolD5wBHWPbMutdPc3Sjk8go9q51jhR9I3JwJ+rMsfqQ8CN4xHZGeA7qrMp2Pcl6eynNLOrJZaaqmllpNDamdWS/wpcvV+UEstRyf1kKtlBTmlnZkfdLazhkbBQwkNKo5W1a9mJsUy+kSsyaXmsfVDOEbF1ebKEPWx6xTCyfpsfSN3Vr3fBNtR6VMFH9QHirnDj+6rcofBtU0esAOI7WEPl1GT4dpOtjVR9dqjfb+SHYTakxzcje1E4i1+HIabevp9o9hIhu2bUF/q8kaYZzyCx/TjuEuBtRKu+njY+Rr/POK8XwGvpSqndAKIHWi1MaA6cGK4Q2elB3+V/kpNlpForkSwSa5PgXKVklqwLDsx3HZoCicIRg2VwGHXB0C4nrqC+uqQJjIt36KnYmQiSy7dlMJVG3HI1jHZkdKOXyc7OK4C+QxAUaq4BwfIxLS4RTUGkgwfVn1s+yKhh1R1ACIkEJmDeUkuDRWpBhX6DtcgwUoOQrA+seuqtLW+Xrf+HNZBpkT6zDLOIWmuVPZhFYdsZzV+fYYR0qFUbunbUcJwEoTfN861cNkYpCi5ZL9b88Zxflz0o6IGG3bexNqOrD4I0c8BQEkWlRnZp5m7TjlUrp20Yt9wiv8G19+2PSx+pHIypuUDp7gzA8zAC2VZDYurySBOTnaz8xJSJyFjaDodseisTJujnBG3cLLtBHBVYR9nclEuIwwdobbgqOKMCMQENZL0BVoSqOxJl26K6cXDnawp48hLL7sMCLYLIA7dzAvfvugbzs0p1VqfCLlPTQbjiAhun4m0e5mxyZwChL66+QjUjXlliNPDeVA/NCYAaIYO9ZVaJMXYchdTBvG6AgVwv61J9j0nl2JJ4USo9E1oPPjXHNInzw7JMRGaZwSunZiNjzpfZQ0qfaCcuI0nMDyY/vuEIee98me/TcN9fCTXVosrp7wzW02R95lVPPbFKpZr/3u0+FHXRy+aPh4uQy1c4YUo3nDhxTSmG/8uqK/dRKjM0TozeM0jWwlfg2rTWNvFnEQVBzzfqvEYXdagLa9hyx0kxBGkszoSCY87BDthNX2Gf0NXy9rJKR0zq6WWWmqp5eSQ2plJid1ljobH6KnCTxHxO9uwndWpoxsgNyWarTV4vyPOkRKqFEI8TpkUpr8SlEyxNgrVVx2n4kuMSimmn7LqdiUAyTgfeAKLPDcRcbAYzVXoSTFoRdytpwE6q1jfh56OALcvY0kQvr6KtTlfRfqScy6PARot+SCWrBDCKNKXnAzllMZgYoXBGRiqIx+ezsq2EUvoGF6Ofl4Owmtx5ZTeZrT3wAdlCo2KK3qq2NiLDVbHhogWV+zEtndsfJTPXAbl1SJnttGEa0tUMgVZtFJqC46q+uToCylV3B/GDiN5Thqq9fHrafRNPEwnFKhEiqB9kwAh+kXUw1/ICRZtFVwH5CbLGNymubJxpq6IGx5N93qM0yMiJIrOquTajrk2UbJKiPH73v/sfx9rU0COLUlnxSjcl779Eu72caw+doyHc+OcY/NsUF+qRBDfockCK/3lt4vzoxidlYXrSJeqCFZuY78t7LFyNPNyEF5LVU5pZwa4gxEIB3mPFe4P5mHxcFLJADoruSKTp58gbIfBdnxWHbw62YkLIZzIpb+K9YG2wxDUR8S+7QQcEd6mGtfR2Ye+fpiCjBDuS/B4Nl+Itoq4etqrtnXCRuv7ULnBRVDbD7ddrA+c6xlC33HQQ9lfuT5OTY5injlfRfrY1XcdV6ytfTtHMi8H4UcjJ2smI3CKbzPG7nBWA49RHY1cl4idtaz7MPgxKT/kaNaj3FXqm6gd9wFgZTtA8LH/mPZlpG8opn+M8NH75sTAaznFnVkttdRSSy0nh9TOrJbR5VjdHdY3pZasVmOskp26b2o5xnJKO7NBGWBHi4ujRMIZUf7e9yA8bmdEWh6rrsHr97atVEJIMFklEMQ/0rbzP6t4U1gnjMf1hy+Xc+vss0CWwKA+C2cVuJ9XrINnx2+Tqn7cfmULkldptOQXiFGTqd/5dtWYGLYvxZAcfkxQoNxBeNQOyesbYd6EriU2b+KfR7MzCh76uxYjp3QCiB1otTGgOkFGxR2aK4+6yF2A3diLvzD7dtSLrRVaHg7NCGHjdrlKKvW0cPVZ10NVUumoOItnx7evJ6N9bXBxtahohyAi5zr7rYTB7cC/Q3/l6weu2a1PtQ9sXdJ2DK4SSXx8kL6mkLJwQytlUR3JvmTEHTouIkFPBZMb6/U9B1djA3bWpuo3rppIJztwD2dW2/l9acJ4XPeBYsTw543dznZfEinKL3IckRjPqv082ifSFTI3EivgaiwqJ1aZH2KSheeN1QdqPA6e39VEEKf+Q9tx8VAfrITX4sop7cyA8MJ2pDjgPimoSWLz5FV1qwPUXySUHc5RpRwagPvlxq5BfctJZNb524j8CNpC0VY5dhB2Igrz24LBcFvauKAIQ0U/IZHu78/3UH38mwbfjlqgbEojm5psJX0iQpoQylKk3tt2zG/tPhPclpwLKjCHbirYx9qlwaetEqYH0VO5tFh+PxhM6GtHEOk3H1NOktwCUNrvaFgtoGm6AMeWorkaFnfbE6btZDsNQ2cVmsc2Hv88HG1VDLfbb1i8FldO6W3G9ZLYEBx1cKp1oLpYR/CRrI+uv1oScmQaR7idQvpHU36sTsPorqQfq2a4LwOOAIP6PtZ2A8YKVfGYGP3hfhCt/0q/i2Cj4KL8MBa0E8GPREJtXcv6yv9v78qjoyi299eThSXwDIuArIKSBASyAGE3QBACD1QWHy5ETXjvAGEJKGJE4UWQI8hmhIeIPmSJYh6biqDi8tiURQIeBUHZROCRsOQHmBASkqnfHz3d00tVz/SkJzND6jsnJzNf375Vt2513e6qmts8mHFwcHBwBDx4MHOAtbBqhmcvzrqfnspogddsHVnlgrDrIziO0/TryiGOLBcUeZoegJ2GioCSYgnS3S67Pto62Rh320GMNFri+pa+PkbprIKo6axM+sCkvADRBr24cd/S9w19FgtJjsXT9bB9WQ6gTONL5zIZ3W5T6akYvMDgrbi2jWGNflc83/xhjCq9ZubuTiGreFaaKzMDiHLAcfezVKA23ZSSd25IEORFdkLRKa9vafVT5J1bDpwZ6J3lqlMmyXV2pFgCRd4uNYdj+Ys1AEvTR3aiXzNypsVS53C0Kp0VK9BKvodCXusnfRs51pQU8jZFHzLyJc1n0gYR9rQqm1f53k1flgsENoYvpSVMweEYIvUhTfsr21QLZ3l0n7HkPeFpGzKUfcKT69KTz3ztjI0qHcwA/dw+bUNAZfHOjRCUC0eziEzr2K54gZKeyu4YXKg8S4+mTqzNFPK5ZuUZKY2gsY22xqaEjcEH2RgL8Bals2L52BGB3PYNcTx16TYQEGnruXu+ZOmhDdaufKO12ZU8YfnSwMe0tmO2KRQ3YW7Ie8LTAj2h9AlPr0uzPAcdVXqakXWHYwXPlDW55OzNOsr1oVwfrvRYUj4tcHiix9u8SV96u44Aa5rNM/3+5EtaYPKoPiz9/tSvLOTdwZ2clxGo4sGMg4ODg+POAA9mHDD5sMh8UvF6uRwyzD7hM/VwX3LcIajSwUy7SM9avPeEp23iIMTCNFcs/WZ5Svod1XftdJa0UO+mvLSxRHuOcdux25r12azP2J/pKZBY8nSfmU9B5l7dFHZR6wnA8VNqFQg9NRmksim8IIDKS2W523ZGvqT63kC/V69LBs/+bNH1Z4KnfedwokpvAFEutCo5QH8hWMW7n+aKnTnAG/URBGmAdPIAnIMLnOsZ8hK+Rr+gkFfql6G6SAEI9NQ/EARHeWo+yCa2kTbNlbL9lIOAsv20dZWPE8gBXZc6TKyKvCNS0q/cECBAmc6KyPKQd1ESqNNQKfQTun5RL90urQ3SzYIgKFJTQRBffEoIpA0nWp9JmxccTeBW+itnW0NdtuRnApQ70kcRZ0WpvtT2R0mP3I9c9F+x/vS2o8nD6VHZVzCUF2RZfVubK7civNJnWp5DDb97Mrt69SrS09PRqVMndOvWDfPnz0dZWZlb5964cQMJCQlYsmSJ2+UpB0Na8DDD0xbUabwgSIO8lhd0n5V/2jqYLdeoPuJHfTYJ5QCjHBS19dbKQ3megnc8n6imKlltSkBvF5s0oriwUwta+zoHb7VvJEttgjpFEc0/QTZnu0jy0gAvOPafy7yg5rUpkLT1UtpCC2jSn01hh00QcyIKjnK0TSHoygWjPnpeVVfZH9JnIIjiM5YvWXqUNtOvM7E+Wt+w5AEptZuq96rqpG9TMQUZrb8Y9QmtnoryWts42PC7J7OJEydCEARkZ2cjPz8fGRkZCA4OxpQpU1yem5mZiby8vEqopTUQoJsQEnnBN1twmfXR/HdHD03eqktREARqDkkA8lNExcsAvTFMyrviWeOTmYFLewMicyx56Mtl1ceontJNCk3eDGh6XJ7jo3GdhxP/hV89mR0+fBi5ubmYO3cuoqKikJCQgGnTpmHt2rUoLS01PHfr1q04evQoGjZsWEm15eDg4ODwF/hVMDt48CCaNGmCZs2ayVx8fDyKiopw7Ngx5nn5+fmYPXs25s6di2rVqnlUNutJyAxvVgcMUh3RefodO70uzhRB2sPMesK5WYMmz1qMdsduaRWKpl8AECxA/kGukR75HEHSqobNRr97ZqVesgnmno4EwJRvPOFZYPlezESiXo+UmkzfdrQNB86+QkspRktZJmmipaEKovhS8EAPvf4iaPVky7NShNF1s31c8TGiIjzf/GEMvwpm+fn5aNCggYqTvl+8eJF6DiEEL730EkaMGIHY2FhT5bF2O1U2L60kgRDFTL6TV20M0AxoSt6pW7mZw7FpQuIp8pIeae1CUAxGtA0nrnjtRhYCyHXQ6reByK8AsQEIku1XZ8Wg6RekNiJElhfr5AxeyoGJKQ+nvKsbD3mthOIbtbTrAcsoyGl9Q5NX6pJeNSMGBceGHc36kU1e71H4RtdXnN8FImZ7kdta4wMIgmqDkNI3Sl8qfexKj92N60YK1gTuycvtqrnOtPIsH2uvS5p+I59ZxWt9zqFGpa6ZnT9/HomJidRjoaGhePjhh3VPViEhIRAEASUlJdTz1q5di8uXL2PSpEke1ckoOFQmL44e7skrO7yWl1IaQbnwL0i799xPm+PUo16ApgVWIx5w3nVreRtD3nS6LNDblJXOiiUvsOTlIOy+j8UNExSeskHBrI+p5cq8cwODUl6Z31GlXwpcGj5IMOkDBs/ysbt6lG1H41m+NHudiYGMkp/SouvSSp6DjkoNZg0bNsS2bduox2w2G7Kzs3VrY7dv3wYhBDVr1tSdc+rUKWRlZSE7OxuhoaGm62PVtBB1OorR8UzzkFPUugUB0ssLaXU0Xy5tZ5X2IjPi1eUHKM9qO4ZvXD1xVZQHwPQBq1yY9CVN3r1yKsYLDN4y/Qb9naXDkuvYQp6DjkoNZiEhIbjvvvuYxxs1aoSdO3equEuXLgEAdWPH559/jps3b+LJJ5+UueLiYrzzzjv44osvsHXrVotqzsHBwRG4uNPzMgJ+tjW/Y8eOWLBgAS5evIh77hEbf//+/QgLC0NUVJROftSoURgyZIiKe/bZZ5GYmIiUlJRKqXNVBL879D2sSmcFy/RwcPgWfhXMYmNjERMTgylTpmDGjBm4cuUKFixYgJSUFHkasaioCDdv3sTdd9+N8PBwhIeHq3QEBwfjrrvuQpMmTVyW58nmBjO89LkivLjWRJfXThMp10y0vAAAgn56SmmDipemz8QFFZ280l7n+Qx5B69cN5P10NpOcNSAuNfWAtj6zftMX65zOUfvGxovCPq2lniaL83yYsX1ba1odDWv8AHVl1InU8gThzytr5jxpWDgSyv0SO2jlVf+d+v6E5yZR7xxHZvhtTborzN+A0KDX+1mFAQBS5cuRb169fDUU09h+vTpGDFiBMaPHy/LrFy5Ej179rSsPADyYqvE+RMvZYtwXszsBXVRB6B6d5U8KOr1O89xBkDpzyYIigVxY3l58RxqeYkPgoAgR91AiFgnis3iOo2YRSIITnlWG2n1CErbRG3ynkVXvK6tFfVRbuZQ6gEY9YEzIwak3XCSHoUvPeVF38AZgOT6Q+UzKH0g8Rrfs+Qlm7V9xUZpa4dzQCi+VNqga2uHHnf6hKxHtpftGzPXmcQprxlfX/dG1yUPZGwIRHl7UEXB6iRmeSt10Xjp90RaXulC5TG7nTh+O6bY2ehhuXD+Skx7hk4/IaCWSwhgl3ZauqmnnLCfPuTBUIEyQq8n22dEnT9SY4P2GCGQf2JgpGv2q5mY8c9MQz2sNjLHS08r2idlOEK2Wt4uH9TXhyYvlaHrc3A+0WhhY9WfVq5Cvzt9AtC/Qdyonq6OCRDTVrkr72+8K7zzzW8A7pw1s7vvrs085ldPZhzGYHVl7VOak5d2h3mnXOmYVj+rXJk3ocewXNoBi27NpLqaOseEHpdt5DYv6AKZoTyr7ib7iid9ginL0se4j7GiT1uph8M/wIMZBwcHB0fAgwczB1izrWZ4K3QY8QA9LY/RTLHZqQx6qc5NFpoTdOc5lj9AQE85RNUDurw0Y2imnWyCOM2lRRCDZ6VYEgihXhwCCIKoTwte9j2jPkZ6xJUl9cMqIe770lU5VvmSlWpMMOl71jScINCnElmPl96+jq0bDziU8KvdjJUNbSfxt86qXCRWbfwgzg0ILBnaZwnKhWVXZUmDn7xJQF65IYDglCGO0UoaRGU9AoFja5yz/go9unIFAkIEcW1NVCTKSgFYGowZbScdCwJBuWOaShkEgiCmfYKGd7apeowTGHwQCORXhmnWsIw+u+Mn7WdB43sAIO74W3D8gN7xGUpfOu46iEa/cqOBVieNp+mBxpdg+VKRIkr8T+SgZ+RjWpvSjgmC+n16ggBHZhs1b9V1WZmfOfSo0sEM0HcMVofxJa99kpI7NoNnymv0u+K1x5zBjc4T0NNWgSJPs1n6z0p/pU1z5artgphprhiDAmuwYPDia2is8SWLFyi83QPf01KEGfEs37B4bRu5ktf2IUUrMduOLg8qL62H6X1Pl7fyuvQ2z0FHlZ5mdPfC8IT3pm4A0rNRhfUA1JkiSkDyjDcsn5iTJwzedLkmeV+U6Q3eq740yXvdl5RAZpluP+Q5qngw4+Dg4OC4M8CDGQfM3uxZdndotlxrSuVQwFd3+tyXHFajSgcz5dqA9N0qXnnMKzzUqXxkGULnaXq0bUH7bo4XoN2VJm0IMdJD3TRBa1MBkDYQuKvHF76ESXkr9DgIOTOHmmb7TGuvK3kWL4gF6+oqMHwm9Ql/96UveK0NNJ5Djyq9AUS72C1xgP5C8DfeJogvUoRAAClnnUJeyRvp0baFtlzpHImT/pTHZF6UkjOVKLSLIU51IQMQ9GmOZNskIYdh4pZ7qVzr25SIB5yVc1NeUPACnD6QPoModkO6WR+tHp3PFPWUfaPQI5+j0C+f7cLHRry2rlJVBEFcw4UioKl4AOLORjVP8z2zraHwDYiqH6o2TMC8fn/mlW2t5TnUqNLBDHBeCLRFcLM8AN0xb/LSRSsFNWWKH8ERVKQLX1t/T2xTftbKKmVsILAzkhPJ5ygO08oVHAbSUywJjiBXcZ/ZBfv0WwAAH9VJREFUKXrgGPxpOwkJ9Oms5M9EnbbKJghy+igzPpbkBQUvPcnADXkAzq3yGtsk3pr+zvANjSeCro+60i9uo9f7Rme/QX18cV1ayUvHaDyHGlV6mvFOgRQbdGOy5eXQg5xR8KtQeWDY5afXNK1anlRVsrsi8pXRRCzfmOENYTCjxt7tZ0I/xx0FHsw4ODg4OAIePJg5wFpYNcNbocNSnpH+CqDf2bKmMtxZvNZ+FsQvOl02wYB3MyWUNPtkRTux6ikwdIAw0lyZlDfiWXqCBMoTl4GtVNdTfKn8bqq/g56yzKweFm+z0TLpAzabVLoaAque/nZdWsRzqFGl18xYF7QrucrmtZszaDzts+D4LA9gjPRXEqRFdSNeWw+nvLhmQXTrdIr0V1J9FOmsxPUeZT2lTJDO+jvLFcQcI8Q5lKnr4FlbSwGNKL+70MNKc0Xzk0peWssy4LW+FOBsI5tD3g62PNX3FP3atvOUp6UsM6NH2V76KWuxfe2EON/j5jxDvrFxx2f+cl1a8ZlDjyodzAB9x2B1GF/ytIucxrM2dzgX043T42g3dxjxyjKc5erlHcJsXnBfXnoK0G12sKitteV6RZ7iSxrvDEp03qZ5P4r2ZkPrGzNpq1g8zTblTYsZeVcDs5aXnkr18oF9XbrilWXTbgA4nKjS04zuXkie8N7U7REv7XpkyOvviK3hPa4vjSe+aT9/9CVtRjagfGmWt8j3fmWTGzzLNxx6VOlgxsHBwcFxZ4AHsyqEgL+nC3gD/A8Bc6cfINXk8B2qdDCjbWiwilce8wve8f4x3Zw70ae/MuJp+qXvtDl9J69V71lbw0Q6K3Gcdp9nl8tIHcbgrfIZWPIMX7J8Y+RjcTcNzWcwxWttccVr185Un6vSdWlwPRnxHHpU6Q0g2oVWiQP0F0Kg82bSXyl5aRDUXkLKwCUIgm6OXxqwlHrEXYgW2OAinZUgiOUpUylJhql4x0BOWHrA0ANHG0Hfdko9ki5P7JXKldvfhS8N9Sh9KflYkPwGeW+pxMtZTHTykNNWaXm4mT5K2SekQpS8TZAK9jz9VVXgzWBYh3tMnxOIqNLBDHAOyrSFVrM8AN0xf+KlQUEaCLXpr2g8AEeeROhAK09fpoJ3bNKn6XG3raWBUx5JdfWhpDSC+OZqWqoj8U3MrEV2dXoq6QcGhMKzUodp28MdXmuDkS/tBGKt3NAjUoLe9wKdZ8kb8a6uD+1nsWOJQUwb5Ki+vAOvS094Dj2q9DRjVYU4EOpiAZt3qY8+gFB5C2ZJDK9pfYwTz3F1Hq0cRtlU3pxql+W6W1cjMVM+toh3WV9KnxB0gcxz/RxVFzyYcXBwcHAEPHgwc4C1sGqGt0KHf/Lm0k0Z8oI19RIY9bGx8nex9ICuRzB4hKRP97BSh9F59kK+ybYBoT69SOucxLnMp9LjzT5D2wgEsPuQ4OX6+N/1ZA3PoUaVXjPTdhJ/66zKDRZKGRrvzc/SNJANkAdICZKMNKevPZfGG9norh7AGYikVS/toO7uwCbrkTdS0OVZdVfrUqa5IhSe7Utlyi+3fSPVSwpSKv3SmqBkpWdt7S7vWP7STxk62tRZT3XKMmVb0AKhr68/Fu/L65JDjyodzADjwdVfeNriL43XDS4meGXZRjwIgXP/hWt5ph6KzWZ52Q6FPVqw2o4uz/aBuLbjnn4og4y2XEZ9WGmrzPhSSlmmtMEZ9Nz3jSe+FL/oeVq5Uhvpzod/Xn8s3lfXJQcdVXqakXWHYwXvTd3e4HUBwss8oA6IZuvrDm+VfrN3wkzdjMlLy9rAkebKF74MFN6f6uIOz/IBhx5VOphxcHBwcNwZ4MGMwwNYc3fo7ZvMKnkPa9JofqfPcaegSgcz5by09N0qXnnM17y2rhXnCZUXl9ToPJj69TaIawN0nmUz1TcCqPLK89zhWW3N+sz0jbTtQXeuRb6k6HEQ5vQQ9kYMFq+ts9Nm715nZvk75brk0KNKbwDRLrRKHKC/EKoqLx1T8gLATIEkBTTi+CwIcKZAIuq0WGIZBNCkNJL0gOh56Tx360obgK1oC8luZh+iBFI42gEKeal95HZzoz7EqRxQtCg1ZZmjjoKmPuq2dpbjLi+q0aehIuBpqCqD59CjSgczQD3gVZQHoDsW6DzLZinYUFMdMVIRQQ6D+sBEW/BWpr/SBxStbnV9aZ9pcmZ8qSzf3TYlRHypKL1OrtNWGemBIEi3AqqbAKPUZKy2YfqAwSvrruI9SHPlbV5rx53Ac+hRpacZOSoG6QFEe40Z8Va+VJKGQJqFobWRZboZPnAeN9fWNF4XyNwol4PDW+DBjIODg4Mj4MGDmQOshVUzvBU6Aon35Dzx6UzP24x4Wgok5hOH+UVyljxritGMDhikuTKrJ4ieF4upx0z9ARc+8LO+x69LDi2q9JqZtpP4urNK8/6e8L7+LA2e7vDO7SMCQIhiukrBK1IdOVYNNKmajGEk52rA0wYBTwdIlU5FOivlT6fdaV/pvyAIsDk2dkhrZVLWDZa8tp5aXmp3AXofqLN30HkzvlfabJZ31dbe5P3xuuTQo0oHM4A9cPmCp91Nm+G1g4gZXlmnyuAdRsiDsY63qE1pvHSMJi8N9u7KM8sllHKJGBDM+FKrXxl8ALq88hxXPCvNlRme1hYsXtVGAcL723XJQUeVnmZk3eFYwXtTtzd47XFv8x7VlxYgPNHD4FmBjAVf+QxgTeEGkC99xPtTXdzhWT7g0KNKBzMODg6OOxnDOtzj6ypUGvwumF29ehXp6eno1KkTunXrhvnz56OsrMzwnNzcXIwcORIdOnRAYmIi1q5dW0m1rZrgd4d3ErgvOe4M+F0wmzhxIq5cuYLs7GzMnTsXmzZtwpIlS5jyp06dQmpqKjp06IAtW7Zg/PjxmDdvHr744guXZSnnpaXvVvHKY77mtXWtKK+112r9WltkXgBA4cXY6j5v+JnhY+16hSte+xJSI3lCDPRQ2oimxyFJlZfagt7WPvKlj/g75brk0MOvNoAcPnwYubm5+Prrr9GsWTNERUVh2rRpmD17NsaPH4/Q0FDdOStWrED79u3x8ssvAwBatGiBw4cP4+DBg0hKSjIsT7vQKnGA/kKoqrx0zBWv1WUVrzxmExzbD4g+ZZKjRsY8lDyB3fliNgiCMyUTCBHLUNRH1Cs4xIlCHqIeRzkSL+js027igKxT17aEqOpDpJ2Ejngupg4jcrlElhf08oIm1ZhBCjKrfMbi/alfBzrPoYdfBbODBw+iSZMmaNasmczFx8ejqKgIx44dQ3R0tO6cPXv2IC0tTcXNnj3b7TKVA1VFeYA9QAUqb3UbVZQXpIBjkC6LlkpJfOOykhcQJAB2uyPAadrCTiAHFWX7SPptit98BQnSoOPMiiEIAoJsAux2IlVadyNAW+SXeGWd6OmpBGe5cEdeKkCg8v7kY6t5wH+uJyuvSw41/GqaMT8/Hw0aNFBx0veLFy/q5AsLC3HlyhXUrFkTL7zwArp3744hQ4Zg/fr1lVJfDt9AkJ983OMBA14TyJTy9LLpOSG1AUjJK/+7w9P1sGw2K89uCw6OQEalPpmdP38eiYmJ1GOhoaF4+OGHUa1aNRUfEhICQRBQUlKiO6ewsBAAMHfuXKSmpiI1NRW5ubl49dVXYbPZMHz4cLfqxbrjMctbqYvzvuaBIKafXevKzMx0racC+jnvPu+PdbLSNiPcfXdtj84LRFRqMGvYsCG2bdtGPWaz2ZCdnY3S0lIVf/v2bRBCULNmTd05wcFi9Xv37o0xY8YAANq0aYPTp09j1apVbgczDg4ODo7ARqUGs5CQENx3333M440aNcLOnTtV3KVLlwCIgVCL8PBwhIaGIiIiQsXfd9992Lx5swU15uDg4OAIBPjVmlnHjh1x7tw51frY/v37ERYWhqioKJ18cHAwYmJi8PPPP6v4EydOoHnz5l6vLwcHBweHf8CvgllsbCxiYmIwZcoUHD16FDt37sSCBQuQkpIib8svKirC5cuX5XPGjh2L7du3Y8WKFTh37hw2bNiADRs2ICUlxVdmcHBwcHBUMgTiZ7/Cu3z5MjIzM/Hdd98hLCwMw4cPx+TJk2GziXF3yZIlWLp0KX799Vf5nG+++QZZWVk4ffo0GjdujNGjR2PkyJG+MoGDg4ODo5Lhd8GMg4ODg4PDLPxqmjHQ4EkeyW7duiEyMlL1t2zZMvn42bNnMXr0aMTGxiIhIQHvvfeet83wCGZtv337NpYuXYp+/fohJiYGQ4cOxddff62SmTRpkq5tnn32WS9b4hrl5eVYuHAhevbsidjYWEyaNAlXrlxhyv/88894/PHHER0djf79++Pjjz9WHS8uLsaMGTPQpUsXdOrUCa+88gqKioq8bYZHMGv7tm3b8MgjjyAmJgYPPfQQVqxYgfLycvn4Bx98oPNx27ZtK8MU0zBru6v+G0h+D0gQDo/xxBNPkCeffJIcO3aM7Nixg3Tt2pUsWrSIKX/58mUSERFBfvjhB3Lp0iX5r6ioiBBCSElJCenXrx+ZOHEiOXHiBPn0009JdHQ0ycnJqSyT3IZZ29944w3So0cP8s0335Dff/+dLF++nERFRZEDBw7IMklJSeSdd95Rtc21a9cqwxxDLF68mPTo0YPs2bOHHDlyhDz22GPk8ccfp8pevXqVxMfHk1mzZpGTJ0+SNWvWkLZt25Ldu3fLMlOnTiUDBw4khw8fJj/88AN56KGHyHPPPVdZ5piCGdt37NhB2rRpQ9auXUvOnj1LPv/8c9KpUyeydOlSWWbmzJlk7NixKh9fvny5sswxBTO2E+K6/waS3wMRPJh5iEOHDpGIiAjyxx9/yNymTZtIbGwsKSkpoZ7z/fffk7Zt2zKPb9myhcTExJDCwkKZW7JkCenfv7+1la8gzNput9tJ586dyQcffKDin376aZKRkUEIEQN527Ztyd69e71beZMoKSkhsbGxZOPGjTJ37tw5EhERQXJzc3Xyy5cvJ3379iXl5eUyl5GRQVJSUgghhOTl5ZGoqCiyb98++fj+/ftJZGQkycvL86Il5mHW9rFjx5L09HQVt3TpUtK3b1/5+xNPPEGysrK8V2mLYNZ2V/03kPweqODTjB7CVR5JGn777Tc0a9aMmjBZ0tmuXTuEhYWpdP7++++G0xuVDbO2l5eX480330T//v1VvM1mw40bNwAAp0+fRllZmeHvEH2B48ePo6ioCPHx8TLXtGlTNGnSBAcPHtTJHzx4EJ07d5Y3LAFi2xw6dAh2ux25ubmw2WyIi4uTj8fFxSEoKAi5ubneNcYkzNo+btw4TJgwQcUpfQwAJ0+e9Dsf02DWdlf9N5D8HqjgwcxDmM0jCYi/fwsODsaYMWPQo0cPDBs2TLWekpeXZ1qnL2DW9uDgYHTv3h3169eXuZ9++gn79u1Dr169AIiBPiQkBEuWLEHv3r0xYMAALF68mJrGrDKRl5cHQP+j/QYNGsjHtPI02eLiYly7dg35+fmoW7cuQkJC5OPBwcGoW7euX/kYMG97hw4dcP/998vfCwsLsW7dOtnH+fn5uH79Onbt2oWkpCQkJCRg6tSpyM/P96IVnsGs7a76byD5PVDhV1nz/QlW55EExLvSa9euIT09HVOmTMGuXbswffp0lJeXY/jw4bh16xbq1q2rKwtApQ7q3rBdibNnz2LChAno0KGDnHLs5MmTAICWLVviqaeewm+//Ya5c+ciLy8P8+bNq6BFnqO4uBg2m001CAFiO9BsvXXrlu7JW/peWlqK4uJiXdsZ6fMlzNquPTctLQ0lJSV4/vnnAYg3c4A4iC9evBj/93//h4ULF+LZZ5/F5s2bUb16de8Y4gHM2u6q/waS3wMVPJgxYHUeSQBYs2YNSktLUatWLQBAVFQULly4IOeRrF69uk6n9J2l0xvwhu0Sjhw5gjFjxqBu3bpYvny5PFhMnjwZqampCA8PBwBERkYiKCgIU6ZMQUZGBurUqWOBZeZRvXp12O12lJWVyblAAdEvNWrUoMqzfFijRg3qcUmmMn3sDszaLqGgoABpaWk4efIkVq5ciSZNmgAAevbsib1796pu2O6//34kJCRg586dGDBggPeMMQmztrvqv4Hk90AFD2YMWJ1HEhDvwrR37REREdi6daus88yZM6Z0egPesB0Q3z03ceJEREVFYfny5bjrrrvkYzabTR4IJEg5N/Py8nwWzO655x4A4o/5pc+AaC/N1kaNGqky1EiyNWvWRO3atdGoUSMUFBSgvLwcQUFBAICysjIUFBTopm59DbO2A+JT/ejRo1FUVITs7GxdGjrtzEODBg0QHh7ud1NtZm131X8Dye+BCr5m5iHM5pEsKytDQkICVq1apeKPHDkirzN07NgRR44cQXFxsUpny5YtUa9ePe8Y4gHM2g6IGyPGjRuHLl264P3331cFMgBIT0/H+PHjVdyRI0cQGhrq0zybUVFRCAsLw4EDB2Tu/PnzuHDhAjp37qyT79ixIw4ePKh6O/D+/fsRFxcHm82Gjh07oqysDIcPH5aP5+bmwm63o2PHjt41xiTM2n716lU8/fTTsNvtWLduna4vrFmzBj179sTt27dl7sKFCygoKEDr1q29Z4gHMGu7q/4bSH4PVARlSi9e4jCFRo0aYc+ePfjyyy/Rpk0bHDt2DLNnz0ZycjK6d+8OQMwjef36dYSFhcFms+Hs2bNYt24dWrVqhaCgIGzcuBGrVq3C7Nmz0bx5c7Ro0QIbN27EoUOH0Lp1a+zduxcLFy7Ec889hzZt2vjYYifM2l5aWork5GQ0bNgQCxcuRFlZGW7evImbN2+irKwM1atXByEEy5cvR1hYGOrVq4e9e/dizpw5GDVqFB588EGf2RoUFIQ///wT//73v9G6dWsUFhZi+vTpaNGiBdLS0lBaWoqCggKEhIQgKCgI9957L959911cuHABzZs3x9atW/H+++8jMzMTzZo1Q61atXDq1Cnk5OSgbdu2+N///odXXnkFffr0waOPPuozO2kwa3tGRgZ+/fVXvP3226hTp47s4+LiYtSsWRN16tTBmjVr8Pvvv6NVq1Y4c+YMXnrpJTRr1gyTJ0/2qzcpm7XdVf8NJL8HLHz6w4AAx6VLl0haWhqJjo4m3bt3JwsXLlT9vuitt94iERER8veSkhKyaNEi0qdPH/LAAw+QIUOGkO3bt6t0njp1iiQnJ5P27duT3r17k1WrVlWaPWZgxvbdu3eTiIgI6t8zzzwjn7N582YyePBg2fZly5apdPoKt2/fJq+//jqJj48ncXFxJD09nVy9epUQQsi+fftIRESE6vdDhw8fJsOHDyft2rUj/fv3J5999plKX2FhIcnIyCBxcXEkPj6ezJgxgxQXF1eqTe7CXduLi4tJVFQU1cdt2rSR9R0+fJiMGjWKxMbGkvj4eJKRkeEXP4ynwazfXfXfQPJ7IILnZuTg4ODgCHjwNTMODg4OjoAHD2YcHBwcHAEPHsw4ODg4OAIePJhxcHBwcAQ8eDDj4ODg4Ah48GDGwcHBwRHw4MGMo9KRnJyseyNvVFQU4uLiMGzYMHzyySfMc4cNG4bIyEjs2bOnQnXo27cvXn75ZQBiZofIyEhVuWvXrkXPnj3RoUMHrFixAoWFhUhLS0N0dDQ6d+6Mc+fOuVWO0kbaq0MCDZs2bZLteeihh3xdHQ4OGTw3I4dP0L59e7zyyivyd7vdjry8PKxevRrTpk1DeHg4EhISVOccP34cR48eRUREBHJyctCzZ09L6tKgQQPk5OTIabNu3ryJ119/HQkJCUhNTUWzZs2wZcsWfPPNN5g5cyZat24tJ891ByNHjsSwYcNUr0cJVPTu3Rs5OTlYtmyZLo8oB4cvwYMZh09Qq1YtxMTE6PgHH3wQ3bp1w6ZNm3TBbNOmTbj//vvx9NNPIzMzE5cuXbIkSWtoaKiqLn/++SfKy8vRr18/OQ/ftWvXAABPPvmk6bRLjRo1otoaiKhbt678x4MZhz+BTzNy+BVCQ0Pld6Mpcfv2bWzZsgUPPvggBgwYIOe2dAfHjx9HSkoKYmNj0adPH3z66aeq48ppxk2bNsm5IKdPn47IyEgkJyfjzTffBCAmoM3IyKiQjfv370dqaio6d+6Mdu3aITExEUuXLoXdblfVZ9WqVRgwYAC6dOkiv5Lnxx9/REpKCuLi4tCtWzdMmzYNV69elXWvXr0aSUlJaN++PXr16oXMzEwUFhbKx+12O5YvX45+/fqhXbt2SEpKwvr163V1/Pjjj/Hoo48iOjoaffv2xVtvvYXy8vIK2c3B4U3wJzMOn4AQgrKyMvl7eXk5zp8/j2XLlqGoqAiPPPKISn7Hjh0oKCjAI488gr/85S9ITEzE+vXrMWbMGNhs7Huy/Px8jBo1Cvfeey/mz5+PwsJCLFiwQBUAlOjduzfefvttjBs3DuPGjUPv3r1Rq1YtrFmzBjk5OcjJydG9xsQMjh49itTUVAwaNAhvvvkm7HY7tmzZgiVLlqBVq1YYNGiQLLt48WL885//RI0aNdC5c2f88ssvGDVqFOLi4vDGG2+gtLQUCxYswJgxY7BhwwZ89tlnmD9/Pl588UVERkbi9OnTmDdvHkpKSvD6668DADIzM7Fp0yaMGzcO0dHR+O677zBjxgzcunULycnJAIAPPvgAs2bNwsiRIzF16lScPn0a8+fPx61btzBt2jSPbefg8CZ4MOPwCfbt24cHHnhAxQmCgMjISGRlZaFPnz6qYxs3bkTbtm3l14oMGzYM27Ztw+7du3XTkUqsWrUK5eXlePfdd+V3orVs2RJ/+9vfqPJ169ZF27ZtAQDNmzeXpwcbNWoEABWeLvztt9/Qs2dPvPHGG/LTZ48ePfDtt9/ihx9+UAWzgQMHYtiwYfL3WbNmoV69enjvvffk9+KFh4dj5syZOHv2LA4cOICmTZti1KhREAQB8fHxqFmzJq5fvw4AOHPmDP7zn/9g2rRpSE1NBSC+MLO8vBxZWVkYMWIEqlWrhn/9619ISkrCrFmzZJkbN27gu+++AyHEr7Lbc3BI4MGMwyfo0KEDZs6cCUB8esrKykJZWRkWL16MVq1aqWSvXLmC3bt3Y9KkSbhx4wYAcQNJ/fr1kZOTYxjMcnNzERcXp3q5Z3R0NBo3buwFq1xj6NChGDp0KEpKSnDmzBn88ccf+OWXX1BeXq56zxfgfLmjhNzcXCQmJqpe8Nq9e3d8/fXXAICuXbsiJycHQ4cORb9+/ZCQkIAhQ4bIwWffvn0ghKBPnz6qp+K+ffti9erV+Omnn1C/fn1cvXpVt1NxwoQJmDBhgqVtwcFhJXgw4/AJwsLC0L59ewBiYIqJicHDDz+M0aNHY+PGjaqpvE8++QRlZWVYtGgRFi1apNKzY8cO5OfnM998fP36dbRo0ULH33333RZa4z5u3bqF2bNnyzY1bdoUsbGxCA4OhvYFFtoXsl67ds1winPQoEGw2+348MMPsWzZMixZsgRNmjTB1KlTMWjQIHkTS1JSEvX8S5cuITg4mFo2B4e/gwczDr9A/fr1MXPmTKSnp2POnDlYuHChfGzz5s3o1KkTJk2apDqnoKAAkydPxvr165lPDXXq1KGuj0kDe2Vjzpw52L59O7KystCtWzfUrFkTANCtWzeX59aqVQsFBQUqzm63Y9euXWjfvj3q1auHwYMHY/Dgwfjzzz+xZ88evPvuu3jhhRcQHx+P2rVrAwCys7NRvXp1nf6mTZvi8uXLAKAr58qVKzhx4gTi4uJQrVo1j2zn4PAm+G5GDr9BUlISevXqhc8++0x+Xf1PP/2EEydOYNiwYejSpYvqb+DAgWjXrh02bNjA3GnXtWtX5ObmyoM0AJw8edLtHz1bjdzcXHTr1g2JiYlyIDty5AgKCgrk3YwsdOzYEXv27FFNRx46dAhjxozBmTNn8Pzzz8tBvXbt2hg4cCDS0tJQVlaGy5cvo1OnTgDEp9X27dvLfxcvXsRbb72F4uJitGrVCuHh4fj2229VZefk5CAtLc3KpuDgsBQ8mHH4FaZPn46QkBC89tprKC8vx8aNGxEaGor+/ftT5R999FFcvHgRu3btoh5/5plnULt2baSmpmL79u3Ytm0bxo0bh5CQkArX9eTJk/jll19MndOhQwfs2rULOTk5OHDgANasWYN//OMfEAQBxcXFhuempaXh0qVLGDt2LP773/9i69atePHFFxEfH4+4uDh07doVX331FebNm4e9e/fiyy+/RFZWFlq2bInWrVsjKioKgwcPxvTp0/H+++9j3759yM7ORkZGBm7duoXGjRsjODgYEyZMwNatW/Haa6/h+++/x6pVq7BixQqkpKTwpzIOvwWfZuTwK7Rq1QrJyclYuXIl1q1bh23btqFXr17yFJkWf/3rXzFv3jx89NFHuh2QgDjNuG7dOsyZMwcvvvgiwsLC8Pe//13+3VZF8Oqrr+LChQu6pxgjZGRk4Pbt21i0aBFKS0vRtGlTjBs3DidPnsTOnTsNn87atWuH1atXY/HixUhPT8df/vIX9O3bF88//zxsNhsee+wxlJaW4sMPP8SHH36I6tWry79Fk9bC5s6di+XLlyM7Oxv5+fmoX78+RowYoZrCTU5ORo0aNbBy5Up89NFHaNy4MSZNmoSUlBTPG4uDw8sQiHbVmYODwzJERkYiPT39jpuiy8jIQG5uLr766itfV4WDAwCfZuTg8Dry8vLw448/qjJxBCoKCgrw448/6jaIcHD4GjyYcXB4GTk5ORg5ciSOHz/u66pUGDt27MDIkSOxc+dOX1eFg0MFPs3IwcHBwRHw4E9mHBwcHBwBDx7MODg4ODgCHjyYcXBwcHAEPHgw4+Dg4OAIePBgxsHBwcER8ODBjIODg4Mj4PH/hQg5VepSx7kAAAAASUVORK5CYII=\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "nb_astcor_diag_plot(wise_coords.ra, wise_coords.dec, \n", " gaia_coords.ra, gaia_coords.dec, near_ra0=True)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "RA correction: 0.036303972615314706 arcsec\n", "Dec correction: -0.014283550333904493 arcsec\n" ] } ], "source": [ "delta_ra, delta_dec = astrometric_correction(\n", " wise_coords,\n", " gaia_coords, near_ra0=True\n", ")\n", "\n", "print(\"RA correction: {}\".format(delta_ra))\n", "print(\"Dec correction: {}\".format(delta_dec))" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " ra \n", " deg \n", "-----------\n", "353.7549831\n", "353.7277395\n", "353.7138451\n", " 353.718982\n", "353.7232144\n", "353.7186766\n", "353.7239507\n", "353.7271978\n", "353.7243164\n", "353.7342789\n", " ...\n", " 34.8139826\n", " 34.8253582\n", " 34.8185331\n", " 34.8128026\n", " 34.814808\n", " 34.8135791\n", " 34.8234763\n", " 34.8210742\n", " 34.8188837\n", " 34.8907861\n", "Length = 4826066 rows\n", "1.0084436837587418e-05 deg\n" ] } ], "source": [ "print( wise[\"ra\"])\n", "print(delta_ra.to(u.deg))" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "#wise[\"ra\"] += delta_ra.to(u.deg)\n", "wise[\"ra\"] = wise[\"ra\"]+ delta_ra.to(u.deg)\n", "wise[\"dec\"] = wise[\"dec\"]+ delta_dec.to(u.deg)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/sjo/anaconda3/envs/herschelhelp_internal/lib/python3.6/site-packages/matplotlib/axes/_axes.py:6462: UserWarning: The 'normed' kwarg is deprecated, and has been replaced by the 'density' kwarg.\n", " warnings.warn(\"The 'normed' kwarg is deprecated, and has been \"\n" ] }, { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "nb_astcor_diag_plot(wise[\"ra\"], wise[\"dec\"], \n", " gaia_coords.ra, gaia_coords.dec, near_ra0=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## V - Saving to disk" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "wise.write(f\"../dmu16_allwise/data/Allwise_PSF_stack_GAIA_{field}.fits\", overwrite=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python (herschelhelp_internal)", "language": "python", "name": "helpint" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.5" } }, "nbformat": 4, "nbformat_minor": 1 }