{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# CCD calibration\n", "\n", "This tutorial presents how to calibrate the distortion from a CCD camera coupled with a taper of optic fibers.\n", "If your camera is already calibrated using Fit2D and you have access to the corresponding *spline* file, this tutorial is not for you: simply create your detector object like this ``pyFAI.detectors.Detector(splineFile=\"example.spline\")`` and you are done. This tutorial uses the image of a regular grid on the detector. \n", "\n", "It uses a procedure described in: \"Calibration and correction of spatial distortions in 2D detector systems\" from \n", "Hammersley, A. P.; Svensson, S. O.; Thompson, A. published in \n", "Nuclear Instruments and Methods in Physics Research Section A, Volume 346, Issue 1-2, p. 312-321.\n", "DOI:10.1016/0168-9002(94)90720-X\n", "\n", "The procedure is performed in 4 steps:\n", "1. peak picking\n", "2. grid assignment\n", "3. distortion fitting\n", "4. interpolation of the fitted data\n", "5. saving into a detector definition file\n", "\n", "The picture used is the one of a regular metallic grid of holes (spaced by 5mm), just in front of the detector. We will assume holes are circular what looks correct in first approximation. Parallax error will be ignored in a first time.\n", "\n", "The images used for this test can be downloaded from:\n", "http://www.silx.org/pub/pyFAI/detector_calibration/frelonID22_grid.edf\n", "\n", "## Peak picking\n", "\n", "\n", "Lets start with peak picking, for this, we will use the *FabIO* library able to read the image and *matplotlib* to display the image. The distortion is assumed to be minimal in the middle of the detector, so we first focus on one spot in the middle:\n", "\n", "First we initialize the matplotlib library to be used in the *Jupyter notebook* interface." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Working with pyFAI version: 2023.9.0-dev0\n" ] } ], "source": [ "# %matplotlib widget\n", "#For documentation purpose, `inline` is used to enforce the storage of the image in the notebook\n", "%matplotlib inline\n", "import time\n", "import numpy\n", "from matplotlib.pyplot import subplots\n", "\n", "start_time = time.perf_counter()\n", "import pyFAI\n", "print(f\"Working with pyFAI version: {pyFAI.version}\")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/tmp/pyFAI_testdata_jerome/frelonID22_grid.edf\n" ] } ], "source": [ "import os\n", "from silx.resources import ExternalResources\n", "downloader = ExternalResources(\"pyFAI\", \"http://www.silx.org/pub/pyFAI/detector_calibration\", \"PYFAI_DATA\")\n", "fname = downloader.getfile(\"frelonID22_grid.edf\")\n", "print(fname)\n", "\n", "#To test the corrections are good, once you have finished this tutorial:\n", "#fname = \"corrected.edf\"\n", "\n", "import fabio\n", "img = fabio.open(fname).data" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Display the image, and zoom on one spot\n", "fig,ax = subplots(1, 2, figsize=(10,5))\n", "ax[0].imshow(img, interpolation=\"nearest\", origin=\"lower\")\n", "#Zoom into a spot in the middle of the image, where the distortion is expected to be minimal\n", "ax[1].imshow(img[1060:1100,1040:1080], interpolation=\"nearest\", origin=\"lower\")\n", "ax[1].set_title(\"Zoom one point in the center\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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TQw4RuYS/bjiC9XklUHko8Y/poxAV6C11SXY8lAq8de8IaLyU2H6sHJ/sPNnm2KKyWryx3jpNNRQxwb0/TXWpETGBeOKGQQCAl77unnv/EEmNIYeInN6Ww+fx9w1HAAB/npKEUbFBElfUugGhvpg3cSgAYNHaAhSV1V42xmwRmLNyHxpMFlwXF4JpY/r1dpltmpUej8HhfiirMWIBp61IBhhyiMip1Rmb8PtVBwAAD6bF4u5R0RJX1L7p18Ti2kEhqDeZ8fzKfTBfMm21dFsRdp+shK/KA6/flSzpNNWl1J4eePOeFHgoFfhuXzHWHjgndUlEV4Qhh4ic2l+yDuNMZT36Bnpj7oQEqcvpkFKpwBt3J8NP7Ymck5X418/Hbc8dO1+DxesLAQC/nzQU0UHST1NdKjk6EE/Zpq0OoqymUeKKiLqOIYeInNaBM3p8tLUIAPDqncPhq/aUuKLOiQ7ywfzbEgEAb/1wGIdLqm3TVI1NFlwfF4oHnGia6lJP3xyHhAh/VNQabfcjInJFDDlE5JSazBa8+NV+WATw65Qo3DgkTOqSHHLP6GjclBAGo9mC2Sty8cHmY9hzqgp+ak+8fneyU2x9b4t12spTqcDaAzqs3t/1lhVEUmLIISKn9NHWIuQVGxDg7YX5tydKXY7DFAoFXpuShABvLxw8a7BNU700aSj6OtnOsNYM7xuATGvLiq8P4nw1p63I9TDkEJHTOVVeh7/8eBgA8IdJQxHai403u1OYVoOFk4fbPh43uA/uuzpGwoock3ljHIZGalFZZ8Kjy39BSRd6cxFJiSGHiJyKEAJ/+PoAGkwWXDsoBPc4+W6qjvw6JQoPX9sfiZFavDYlyamnqS6l8lTiL/elIMDbC/vO6HH7O1uRe7pK6rKIOk0hHO0mJyMGgwEBAQHQ6/XQanu/gzERXe6rPWcwe8U+qD2VWD9rHPqH+kpdkts7WV6Lx/69G4dLaqDyVOK1KUmYMtK1wye5ts7+/uaVHCJyGuU1jVi4+hAA4Jn0eAYcJxEb4ouvfnsd0oeGw9hkwewV+/D/1hy67B5ARM6GIYeInMb/W5OPyjoTEiL8bZ2xyTn4qT3x4fRReLql6/s/fy7CI8t+gb7OJHFlRG1jyCEip7Dl8Hl8tfcsFArgtbuS4eXBH0/ORqlU4LnxQ7DkgZHQeCmx5fB5TH5vG46W1khdGlGr+FOEiCRXZ2zCH75ubt3w8LX9MSImUNqCqF2TkiPx5ZPXIipAg6KyWty5ZBs2FpRKXRbRZRhyiEhyf/3xCE5XNLdueH78EKnLoU4Y3jcA3z59Pa7uH4Tqxib8Zvkv+GDzMbjxXhZyQgw5RCSpg2f1tv5OCycPc5nWDQSE+qnx6aPXYOqYfhACeO37Asz6IhcNJrPUpREBYMghIgld3LrhtuRI3JQQLnVJ5CCVpxJ/vnM4Ft4xDJ5KBb7JLca9/8jGOX291KURMeQQkXSWbjuBg2ebWzcsuH2Y1OVQFykUCkxP64//zEhFkI8X9p/R4/Z3tiHnZKXUpZGbY8ghIkmcrqjD21ktrRtuHYo+/q7ZuoEuSBsUgm9nXo+ECH+U1TRi6oc7sGL3aanLIjfGkENEvU4Igd+vOoB6kxnXDAzGPaN591y5iAn2wf+euhYZw8JhNFvwwpf78cp3eWgyW6QujdwQQw4R9bqvc8/i5yNlUHkqsWhKskv1c6KO+ao98f60UZiVHg+geVry4aW/oKrOKHFl5G4YcoioV1XUGrFwdT4A4Jmb4zGArRtkSalUYFb6YLw/bSR8VB7YerQMdyzZhsMl1VKXRm6EIYeIetWraw6hotaIhAh/PD6OrRvkbmJSJP731LWIDvLGyfI63LlkG348VCJ1WeQmGHKIqNf8fOQ8vtrT3Lph0ZQktm5wE0Mjtfh25vVIHRCMWqMZj/1nN5ZsPMobB1KP408YIuoV9UYz/rDqIADgobT+uKpfkMQVUW8K9lXhk0dTMf2aWAgBLF5fiKc/34t6I28cSD2HIYeIesVfNxzGqYo6RAVo8HwGWze4Iy8PJRZOHo4/35kET6UCq/efw90fbMfZKt44kHoGQw4R9bjm1g1FAICFk4fDj60b3NoDqf3w2WPXIMRXhbxiA+54dysKdVyQTN2PIYeIelST2YJ5Xx2A2SIwKTkSNw9l6wYCxgwIxjczr0NipBZlNUY89WkO6oxNUpdFMsOQQ0Q9atn2EzhwVg+txhMLbk+UuhxyItFBPvjk0VREaDU4fr4W87/Jk7okkhmGHCLqMacr6vDWD82tG35/61CE+WskroicTbCvCn+9fwSUCuDLnDNYtfeM1CWRjDDkEFGPEELgpa8Pot5kRuqAYNx3dYzUJZGTumZgCH53c/Pdkf+w6iCOn6+RuCKSC4YcIuoR3+4rxubD51taNySxdQO16+mb4nHNwGDUGc2Y+dleNJi4tZyuHEMOEXW7yloj/vTdIQDA0zfGYWAfP4krImfnoVTgb/dfhWBfFQ6dM2DR2nypSyIZYMghom736pp8lNcaMSTcH0/cMEjqcshFhGs1eOveFADA8uyTWHdQJ3FF5OoYcoioW207Wob/7TnT3LrhriSoPPljhjrvxiFhtp5mL3y5D2cq6ySuiFwZf/oQUbdpMJnx+1UHAAAPXhOLkWzdQF3w/PghSIkJhKGhCb/7fC9MZovUJZGLYsghom7z1x+P4GR5HSK0bN1AXafyVOLdqVfBX+OJPaeq8Jesw1KXRC6KIYeIukVesR7//Pk4gObWDf4aL4krIlcWE+yD16YkAwDe33wMPx85L3FF5IoYcojoigkh8PtVB2G2CNyaFIFbEtm6ga7cpORIPJDaD0IAz36Ri9LqBqlLIhfDkENEV+xsVT32na6Cp1KBl28fJnU5JCPzb0tEQoQ/ymqMmP3FPlgsQuqSyIUw5BDRFcs/19xBOi7MD2Fatm6g7qPx8sC7D1wFby8PbD1ahvc3H5O6JHIhDDlEdMUKzhkAAEMjtRJXQnIUF+aPV+5ovkL4dtZh7D5RIXFF5CoYcojoiuXrrCHHX+JKSK7uGRWNySOiYLYI/O7zvaiqM0pdErkAh0LOokWLcPXVV8Pf3x9hYWGYPHkyCgsL7cY0NDQgMzMTISEh8PPzw1133YWSkhK7MadOncKkSZPg4+ODsLAwzJkzB01NTXZjNm3ahJEjR0KtViMuLg7Lli27rJ4lS5agf//+0Gg0SE1Nxa5duxw5HSLqJgUt01UJEbySQz1DoVDg1TuTMCDUF8X6Bsz5cj+E4Pocap9DIWfz5s3IzMzEjh07kJWVBZPJhPHjx6O2ttY25tlnn8V3332HlStXYvPmzSguLsaUKVNsz5vNZkyaNAlGoxHbt2/H8uXLsWzZMsyfP982pqioCJMmTcKNN96I3NxczJo1C48++ijWr19vG/PFF19g9uzZWLBgAfbs2YOUlBRkZGSgtLT0Sv4+iMhBdcYmFJU3/wzgdBX1JD+1J96ZehVUHkpkHSrB8u0npC6JnJ24AqWlpQKA2Lx5sxBCiKqqKuHl5SVWrlxpG5Ofny8AiOzsbCGEEGvXrhVKpVLodDrbmPfff19otVrR2NgohBDihRdeEMOGDbP7Wvfdd5/IyMiwfTxmzBiRmZlp+9hsNouoqCixaNGiTtev1+sFAKHX6x04ayK62N5TlSJ27moxauEPUpdCbmLp1uMidu5qEf/7teLAmSqpyyEJdPb39xWtydHr9QCA4OBgAEBOTg5MJhPS09NtYxISEtCvXz9kZ2cDALKzs5GUlITw8Av30cjIyIDBYEBeXp5tzMXHsI6xHsNoNCInJ8dujFKpRHp6um1MaxobG2EwGOweRHRl8rnomHrZQ9f2xy2J4TCaLZj52R7UNDZ1/CJyS10OORaLBbNmzcJ1112H4cOHAwB0Oh1UKhUCAwPtxoaHh0On09nGXBxwrM9bn2tvjMFgQH19PcrKymA2m1sdYz1GaxYtWoSAgADbIyYmxvETJyI71pCTEMFFx9Q7FAoFFt+djKgADU6U1+GlVQe4Poda1eWQk5mZiYMHD+K///1vd9bTo+bNmwe9Xm97nD59WuqSiFyeddExr+RQbwr0UeHvU6+Ch1KBr3OLsTLnjNQlkRPqUsiZOXMmVq9ejY0bNyI6Otr2+YiICBiNRlRVVdmNLykpQUREhG3MpbutrB93NEar1cLb2xuhoaHw8PBodYz1GK1Rq9XQarV2DyLqOiGEbfs4d1ZRbxvdPxizbxkMAFjwTR6OllZLXBE5G4dCjhACM2fOxKpVq/DTTz9hwIABds+PGjUKXl5e2LBhg+1zhYWFOHXqFNLS0gAAaWlpOHDggN0uqKysLGi1WiQmJtrGXHwM6xjrMVQqFUaNGmU3xmKxYMOGDbYxRNTzzlbVo7qhCZ5KBeLC/KQuh9zQUzcMwvVxoag3mZH56V40mMxSl0ROxKGQk5mZiU8++QSfffYZ/P39odPpoNPpUF9fDwAICAjAjBkzMHv2bGzcuBE5OTl45JFHkJaWhmuuuQYAMH78eCQmJmL69OnYt28f1q9fj5deegmZmZlQq9UAgCeffBLHjx/HCy+8gIKCArz33ntYsWIFnn32WVsts2fPxj//+U8sX74c+fn5eOqpp1BbW4tHHnmku/5uiKgDF7dzUHny3qLU+5RKBd6+LwWhfioUllRj4epDUpdEzsSRLVsAWn0sXbrUNqa+vl789re/FUFBQcLHx0fceeed4ty5c3bHOXHihJg4caLw9vYWoaGh4rnnnhMmk8luzMaNG8WIESOESqUSAwcOtPsaVu+8847o16+fUKlUYsyYMWLHjh2OnA63kBNdob//eFjEzl0tZv13r9SlkJvbcrhU9H9xtYidu1qs3lcsdTnUwzr7+1shhPsuSTcYDAgICIBer+f6HKIu+O2nOVh7QId5ExPwxA2DpC6H3Nwb6wrw3qZj8Fd7Yu0zYxET7CN1SdRDOvv7m9eXiajLuLOKnMmztwzGqNggVDc2Yebne2FsskhdEkmMIYeIuoTtHMjZeHko8bf7R0Cr8cS+01V484fCjl9EssaQQ0RdcrikBkIAoX4q9PFXS10OEQAgOsgHi+9JAQB8uOU4Nhayn6E7Y8ghoi5hOwdyVhnDIvBQWiwA4LkV+6DTN0hcEUmFIYeIuqSA7RzIic27dSgSI7WoqDVi1hd72fbBTTHkEFGX5HPRMTkxjZcH3n3gKmi8lNhxvAJ5xWzI7I4YcojIYYLtHMgFDOzjh+ToQADA4RK2fHBHDDlE5DC2cyBXMTi8+d/nkdIaiSshKTDkEJHD2M6BXEV8WPOasSMlDDnuiD+diMhhBdxZRS4iPsx6JYfTVe6IIYeIHHZhPQ53VpFziw9v/jd6qqKOHcrdEEMOETmM7RzIVYT6qRDo4wUhgGPnOWXlbhhyiMghF7dzSIjklRxybgqF4sKUFdfluB2GHCJyyMXtHML8NVKXQ9Qh65QV1+W4H4YcInII2zmQq+GVHPfFkENEDmE7B3I1tm3kvFeO22HIISKHsJ0DuRrrDQFPltdyh5WbYcghok5jOwdyRX381dBqPGERQFFZrdTlUC9iyCGiTmM7B3JFCoXCtviYPazcC0MOEXVaAds5kIuyTlkd5boct8KfUkTUadxZRa4qjj2s3BJDDhF1Gts5kKuybiM/zHvluBWGHCLqNLZzIFc1uGVNzsnyOjQ2cYeVu2DIIaJOYTsHcmXhWjX81Z4wWwROlNVJXQ71EoYcIuoUtnMgV6ZQKBDXsviYO6zcB0MOEXVK/jneH4dc22De+djtMOQQUacU2HZWcaqKXFO8bRs5r+S4C4YcIuoUtnMgV2e9geVhbiN3Gww5RNQhtnMgObDusDpRVgtjk0Xiaqg3MOQQUYfYzoHkIDJAA1+VB5osAifL2cPKHTDkEFGH2M6B5KB5h5W1hxWnrNwBf1oRUYfYzoHkYnDLlcgjXHzsFhhyiKhDBbrmXwhs50CuzrrDitvI3QNDDhF1iFdySC7ibY06eSXHHTDkEFG72M6B5MR6JaeorBYmM3dYyR1DDhG1i+0cSE6iArzho/KAySxwspw9rOSOIYeI2sV2DiQnyotug8A7H8sfQw4RtYvtHEhurOtyuI1c/hhyiKhd1nYOvJJDcsEdVu6DIYeI2nRxOwfurCK5iLfeK4c7rGSPIYeI2sR2DiRH1h5Wx8/Xook7rGSNIYeI2sR2DiRHfQO9ofFSwmi24FQFd1jJGX9qEVGbeBNAkqOLd1hxXY68MeQQUZvYzoHkajDvfOwWGHKIqE28kkNyFccdVm6BIYeIWlVvNLOdA8nWhR5WDDlyxpBDRK0qLKlmOweSrcEtV3KOna+B2SIkroZ6CkMOEbWqgO0cSMaig3yg9lSiscmC09xhJVsMOUTUqny2cyAZ81AqMKgP1+XIHUMOEbWK7RxI7qxTVoe5w0q2GHKI6DJs50DuIL7lzsdHeSVHthhyiOgyF7dzGBTmK3U5RD3iwg0BeSVHrhhyiOgyF7dzUHt6SFwNUc8YfNGVHAt3WMkSQw4RXYY3ASR3EBPkDZWnEg0mC85U1ktdDvUAhhwiugzbOZA78PRQYmBo83Qsp6zkiSGHiC7DKznkLqxTVod552NZYsghIjts50DuJJ6Lj2WNIYeI7LCdA7mT+JZ75XAbuTwx5BCRHbZzIHdivVfOkRLusJIjhhwissN2DuROYoN94OWhQL3JjLNV3GElNww5RGQnX8d2DuQ+mndYccpKrhhyiMhGCMGdVeR24tnDSrYcDjlbtmzB7bffjqioKCgUCnz99dd2zz/88MNQKBR2jwkTJtiNqaiowLRp06DVahEYGIgZM2agpsY+Qe/fvx9jx46FRqNBTEwM3njjjctqWblyJRISEqDRaJCUlIS1a9c6ejpEdBG2cyB3FB/Wsi6HV3Jkx+GQU1tbi5SUFCxZsqTNMRMmTMC5c+dsj88//9zu+WnTpiEvLw9ZWVlYvXo1tmzZgscff9z2vMFgwPjx4xEbG4ucnBwsXrwYL7/8Mj788EPbmO3bt2Pq1KmYMWMG9u7di8mTJ2Py5Mk4ePCgo6dERC3YzoHckfVKDkOO/Hg6+oKJEydi4sSJ7Y5Rq9WIiIho9bn8/HysW7cOv/zyC0aPHg0AeOedd3DrrbfizTffRFRUFD799FMYjUZ8/PHHUKlUGDZsGHJzc/H222/bwtDf/vY3TJgwAXPmzAEALFy4EFlZWXj33XfxwQcfOHpaRIQLi455p2NyJ4Ot28hLqiGEgEKhkLgi6i49siZn06ZNCAsLw5AhQ/DUU0+hvLzc9lx2djYCAwNtAQcA0tPToVQqsXPnTtuYcePGQaVS2cZkZGSgsLAQlZWVtjHp6el2XzcjIwPZ2dk9cUpEbsHazoHrccidxIb4wlOpQK3RjGJ9g9TlUDfq9pAzYcIE/Pvf/8aGDRvw+uuvY/PmzZg4cSLMZjMAQKfTISwszO41np6eCA4Ohk6ns40JDw+3G2P9uKMx1udb09jYCIPBYPcgogu46JjckZeHEgOsPay4+FhWHJ6u6sj9999v+3NSUhKSk5MxaNAgbNq0CTfffHN3fzmHLFq0CK+88oqkNRA5K7ZzIHc2ONwfR0prcKSkBr8aEtbxC8gl9PgW8oEDByI0NBRHjx4FAERERKC0tNRuTFNTEyoqKmzreCIiIlBSUmI3xvpxR2PaWgsEAPPmzYNer7c9Tp8+fWUnRyQjbOdA7iyOPaxkqcdDzpkzZ1BeXo7IyEgAQFpaGqqqqpCTk2Mb89NPP8FisSA1NdU2ZsuWLTCZTLYxWVlZGDJkCIKCgmxjNmzYYPe1srKykJaW1mYtarUaWq3W7kFEzdjOgdwZd1jJk8Mhp6amBrm5ucjNzQUAFBUVITc3F6dOnUJNTQ3mzJmDHTt24MSJE9iwYQPuuOMOxMXFISMjAwAwdOhQTJgwAY899hh27dqFbdu2YebMmbj//vsRFRUFAHjggQegUqkwY8YM5OXl4YsvvsDf/vY3zJ4921bHM888g3Xr1uGtt95CQUEBXn75ZezevRszZ87shr8WIvfDdg7kzga39LA6WlIDIdjDSjaEgzZu3CgAXPZ46KGHRF1dnRg/frzo06eP8PLyErGxseKxxx4TOp3O7hjl5eVi6tSpws/PT2i1WvHII4+I6upquzH79u0T119/vVCr1aJv377itddeu6yWFStWiMGDBwuVSiWGDRsm1qxZ49C56PV6AUDo9XpH/xqIZOeeD7aL2LmrxZe7T0tdClGvazSZxcB5a0Ts3NWiuKpO6nKoA539/a0Qwn0jq8FgQEBAAPR6PaeuyK0JIZD8yg+obmjC2t+NRWIUvx/I/dz81iYcO1+Lf/9mDMYN7iN1OdSOzv7+Zu8qIkKxvoHtHMjtWaes2MNKPhhyiAj5xc3rcdjOgdxZfBi7kcsNQw4RoUDHdg5EceFs1Ck3DDlEhPxzbOdAZO1hdbilhxW5PoYcIrrQmJMhh9zYgFBfKBVAdUMTSqsbpS6HugFDDpGbu7idA++RQ+5M7emB/iHWHlacspIDhhwiN8d2DkQXxF80ZUWujyGHyM2xnQPRBfFhXHwsJww5RG6O7RyILrBeyTnKRp2ywJBD5Obydc0/zHklh+jClZzD7GElCww5RG5MCHHRlRyGHKKBfZp3WOnrTThfwx1Wro4hh8iNsZ0DkT2Nlwf6BfsAaO5ITq6NIYfIjbGdA9Hl4tnDSjYYcojcGNs5EF3O2sOKO6xcH0MOkRtjOweiy1l3WDHkuD6GHCI3lq9jOweiS9nulcMeVi6PIYfITdUbzThRxnYORJca1McPCgVQWWdCea1R6nLoCjDkELmpwpJqWAQQ4qtCHz+11OUQOQ1vlQdigpp3WLGHlWtjyCFyUwUX3R9HoVBIXA2RcxlsW5fDHVaujCGHyE2xnQNR2+Js63J4JceVMeQQuSm2cyBq24Vt5LyS48oYcojcENs5ELVvcDiv5MgBQw6RG2I7B6L2Wb8vymuNKGcPK5fFkEPkhtjOgah9PipPRAd5AwCO8qaALoshh8gNsZ0DUcesU1aHGXJcFkMOkRtiOweijlkXHx9lo06XxZBD5IbYzoGoY3Fs1OnyGHKI3AzbORB1jm26ijusXBZDDpGbOcx2DkSdMqjlSk5ZTSMq2cPKJTHkELmZfLZzIOoUP7Un+ga27LA6z6s5roghh8jNWEMOd1YRdcy6LucwFx+7JIYcIjdjbefAnVVEHbM16uS6HJfEkEPkRtjOgcgx8S2NOnlDQNfEkEPkRtjOgcgxceGcrnJlDDlEboTtHIgcY70hYGl1I/R1JomrIUcx5BC5EbZzIHKMv8YLkQEaAMDR87ya42oYcojcCNs5EDnuwg4rrstxNQw5RG6E7RyIHGe98zF3WLkehhwiN8F2DkRdE2/rYcXpKlfDkEPkJtjOgahr4nmvHJfFkEPkJtjOgahr4lrulaMzNMDQwB1WroQhh8hNFLTc6Zg7q4gcE+DthXBt89VP3hTQtTDkELmJg2f1ALiziqgrrHc+PsKbAroUhhwiN1DdYELu6SoAwNX9g6UthsgFcV2Oa2LIIXID2cfK0WQR6B/ig34hPlKXQ+RybFdyOF3lUhhyiNzAliPnAQDjBveRuBIi13ThSg6nq1wJQw6RG/j5SBkAYGw8Qw5RV1jvldPc5JY7rFwFQw6RzJ0sr8XJ8jp4KhVIGxQidTlELinQR4U+/s07rI6dr5W4GuoshhwimdtyuHmqalRsEPzUnhJXQ+S64m09rDhl5SoYcohkbvPh5qkqrschujLWHla8V47rYMghkjGT2YLsYy0hh+txiK6ItRs5Fx+7DoYcIhnbc7IStUYzQnxVGBbFmwASXYkL01W8kuMqGHKIZMy6dfz6+FAolexXRXQlrNNVZ6vqUdvYJHE11BkMOUQytuUwp6qIukuQrwqhfioAwLHzvJrjChhyiGSqvKYRB4ub+1WNjQ+VuBoieYjjlJVLYcghkqmtR8sgRHPX8TCtRupyiGTBOmV1pJSLj10BQw6RTFmnqm7g1nGibmNdfHyUV3JcAkMOkQwJIfAz+1URdbu4lkadh3klxyUw5BDJUIGuGqXVjdB4KTG6f5DU5RDJxuCWRp1nKutRZ+QOK2fHkEMkQ9ZWDtcMDIHa00PiaojkI8RPjWBfFYQAjrOHldNjyCGSIWvXcW4dJ+p+cexh5TIYcohkpt5oxq4TFQC4HoeoJ1inrI6wh5XTY8ghkpkdReUwNlnQN9Abg/r4Sl0OkezEtyw+PsIdVk7P4ZCzZcsW3H777YiKioJCocDXX39t97wQAvPnz0dkZCS8vb2Rnp6OI0eO2I2pqKjAtGnToNVqERgYiBkzZqCmxv4fy/79+zF27FhoNBrExMTgjTfeuKyWlStXIiEhARqNBklJSVi7dq2jp0MkO9b1OOMGh0KhYCsHou5m3UbOe+U4P4dDTm1tLVJSUrBkyZJWn3/jjTfw97//HR988AF27twJX19fZGRkoKGhwTZm2rRpyMvLQ1ZWFlavXo0tW7bg8ccftz1vMBgwfvx4xMbGIicnB4sXL8bLL7+MDz/80DZm+/btmDp1KmbMmIG9e/di8uTJmDx5Mg4ePOjoKRHJinU9zliuxyHqEfEtNwQ8VVGHBpNZ4mqoXeIKABCrVq2yfWyxWERERIRYvHix7XNVVVVCrVaLzz//XAghxKFDhwQA8csvv9jGfP/990KhUIizZ88KIYR47733RFBQkGhsbLSNmTt3rhgyZIjt43vvvVdMmjTJrp7U1FTxxBNPdLp+vV4vAAi9Xt/p1xA5s7OVdSJ27mox4MXVoqrWKHU5RLJksVhEyivrRezc1eLg2Sqpy3FLnf393a1rcoqKiqDT6ZCenm77XEBAAFJTU5GdnQ0AyM7ORmBgIEaPHm0bk56eDqVSiZ07d9rGjBs3DiqVyjYmIyMDhYWFqKystI25+OtYx1i/TmsaGxthMBjsHkRyYp2qGhETiAAfL4mrIZInhUJxYcqK63KcWreGHJ1OBwAIDw+3+3x4eLjtOZ1Oh7CwMLvnPT09ERwcbDemtWNc/DXaGmN9vjWLFi1CQECA7RETE+PoKRI5tS28yzFRr4hnDyuX4Fa7q+bNmwe9Xm97nD59WuqSiLpNk9mCrVyPQ9QreCXHNXRryImIiAAAlJSU2H2+pKTE9lxERARKS0vtnm9qakJFRYXdmNaOcfHXaGuM9fnWqNVqaLVauweRXOw/q4ehoQlajSdSogOkLodI1mzbyHmvHKfWrSFnwIABiIiIwIYNG2yfMxgM2LlzJ9LS0gAAaWlpqKqqQk5Ojm3MTz/9BIvFgtTUVNuYLVu2wGQy2cZkZWVhyJAhCAoKso25+OtYx1i/DpG7sa7HuT4+FJ4ebnWRlqjXWW8IeLK8ljusnJjDPwlramqQm5uL3NxcAM2LjXNzc3Hq1CkoFArMmjULr776Kr799lscOHAADz74IKKiojB58mQAwNChQzFhwgQ89thj2LVrF7Zt24aZM2fi/vvvR1RUFADggQcegEqlwowZM5CXl4cvvvgCf/vb3zB79mxbHc888wzWrVuHt956CwUFBXj55Zexe/duzJw588r/VohckO3+OJyqIupxffzV0Go8YRFAURl7WDktR7dtbdy4UQC47PHQQw8JIZq31v3xj38U4eHhQq1Wi5tvvlkUFhbaHaO8vFxMnTpV+Pn5Ca1WKx555BFRXV1tN2bfvn3i+uuvF2q1WvTt21e89tprl9WyYsUKMXjwYKFSqcSwYcPEmjVrHDoXbiEnuaiqNYoBL64WsXNXizOVdVKXQ+QWpry3TcTOXS2+3ntG6lLcTmd/fyuEEELCjCUpg8GAgIAA6PV6rs8hl7b2wDn89tM9GNTHFxue+5XU5RC5hXlf7cfnu07j6Zvi8Nz4IVKX41Y6+/ubE/dEMvAzt44T9bo49rByegw5RC5OCIEth5u3jjPkEPUe6zbywhLeK8dZMeQQubhj52txtqoeKk8lrhkQInU5RG4jOToAnkoFispqcfw8r+Y4I4YcIhdn3VU1pn8wvFUeEldD5D4CfVS4Ni4UQPO6OHI+DDlELs66HmdsfKjElRC5n0lJzTegXXOg7ZZCJB2GHCIX1thkxo7jFQC4HodICuMTI+ChVCD/nIFTVk6IIYfIhe0+UYl6kxlh/mokRPhLXQ6R2wnyVeE6Tlk5LYYcIhdmXY8zNr4PFAqFxNUQuSdOWTkvhhwiF7bZ2sphMNfjEEmFU1bOiyGHyEWVGhpQoKuGQgFcH8eQQyQVTlk5L4YcIhf185HmGwAOjwpAiJ9a4mqI3BunrJwTQw6Ri9pyhFNVRM6CU1bOiSGHyAVZLMJ2JWdcPLeOE0ktyFeFawc133GcU1bOgyGHyAXlFRtQUWuEr8oDV/ULkrocIgJwW3IkAE5ZOROGHCIXZJ2qShsUCpUnv42JnAGnrJwPfzoSuSDr/XFu4HocIqfBKSvnw5BD5GJqGpuQc7ISAFs5EDkbTlk5F4YcIheTfawcTRaBfsE+iA3xlbocIroIp6ycC0MOkYv5mVvHiZwWp6ycC0MOkYuxrsfh1nEi58QpK+fBkEPkQk6V1+FEeR08lQqktfzfIhE5F05ZOQ+GHCIXsrllqmpkbBD8NV4SV0NEreGUlfNgyCFyIRemqrgeh8iZTUrilJUzYMghchEmswXZx8oBcOs4kbPLGMYpK2fAkEPkIvaeqkJNYxOCfVUYHhUgdTlE1A5OWTkHhhwiF2Gdqro+LhRKpULiaoioI5yykh5DDpGLsParGsv1OEQu4eIpq6KyWqnLcUsMOUQuoKLWiANn9QC4HofIVXDKSnoMOUQuYOvRMggBJET4I1yrkbocIuok65TV6v0MOVJgyCFyAbat47yKQ+RSOGUlLYYcIicnhLjQr4qtHIhcCqespMWQQ+TkCkuqUWJohMZLidH9g6Quh4gcxCkr6TDkEDm5nw+XAQBSB4RA4+UhcTVE5KjxnLKSDEMOkZOzbh3nehwi1xTMKSvJMOQQObF6oxk7iyoAADcM5v1xiFwVp6ykwZBD5MR2FpXD2GRBZIAGg/r4SV0OEXURp6ykwZBD5MS2tKzHGRffBwoFWzkQuSpOWUmDIYfIif3M9ThEssEpq97HkEPkpIqr6nGktAZKRXNTTiJybZyy6n0MOUROynoVJyUmEAE+XhJXQ0RXilNWvY8hh8hJWdfjjOVdjolkwzpltYZTVr2CIYfICZktAluPNoccbh0nkg/rlNUhTln1CoYcIie0/0wV9PUm+Gs8kRIdKHU5RNRNOGXVuxhyiJyQdarq+rhQeHrw25RITjhl1Xv405PICbGVA5F8ccqq9zDkEDkZfb0JuaerAABj47keh0huOGXVexhyiJxM9rEymC0CA/v4IjrIR+pyiKgHcMqqdzDkEDmZzRe1ciAieeKUVe9gyCFyIkIIbDncvB7nBq7HIZItTln1DoYcIidyvKwWZ6vqofJQInVgsNTlEFEP4pRVz2PIIXIi1qs4o/sHwUflKXE1RNSTOGXV8xhyiJzIz0da1uNwqopI9jhl1fMYcoicRGOTGdnHygFw0TGRu+CUVc9iyCFyEjknKlFvMiPUT42hkf5Sl0NEvYBTVj2LIYfICQghsGz7CQDAuPhQKBQKaQsiol7BKauexZBD5AS+238OPxwqgadSgUfHDpS6HCLqRbdyyqrHMOQQSaysphELvjkIAJh5UxwSo7QSV0REvSmDU1Y9hiGHSGLzvzmIyjoTEiL88dtfxUldDhH1Mk5Z9RyGHCIJrdl/DmsP6OChVODNe1Kg8uS3JJE74pRVz+BPVCKJlNc0Yn7LNFXmrwZheN8AiSsiIqlwyqpnMOQQSWTBt3korzViSLg/Zt4UL3U5RCQhTln1DIYcIgmsO3gOq/efg4dSgcX3JHOaiog4ZdUDuv0n68svvwyFQmH3SEhIsD3f0NCAzMxMhISEwM/PD3fddRdKSkrsjnHq1ClMmjQJPj4+CAsLw5w5c9DU1GQ3ZtOmTRg5ciTUajXi4uKwbNmy7j4Voh5RWWvES183T1M9ecNAJEcHSlsQETmFi6esTnDKqlv0yP8+Dhs2DOfOnbM9tm7danvu2WefxXfffYeVK1di8+bNKC4uxpQpU2zPm81mTJo0CUajEdu3b8fy5cuxbNkyzJ8/3zamqKgIkyZNwo033ojc3FzMmjULjz76KNavX98Tp0PUrV7+Lg9lNUbEh/nhdzdzmoqIml08ZbWGU1bdokdCjqenJyIiImyP0NBQAIBer8dHH32Et99+GzfddBNGjRqFpUuXYvv27dixYwcA4IcffsChQ4fwySefYMSIEZg4cSIWLlyIJUuWwGg0AgA++OADDBgwAG+99RaGDh2KmTNn4u6778Zf/vKXnjgdom7zQ54O3+QWQ6kAFt+TArWnh9QlEZET4ZRV9+qRkHPkyBFERUVh4MCBmDZtGk6dOgUAyMnJgclkQnp6um1sQkIC+vXrh+zsbABAdnY2kpKSEB4ebhuTkZEBg8GAvLw825iLj2EdYz0GkTOqqjPiDy3TVI+PG4QRMYHSFkRETodTVt2r20NOamoqli1bhnXr1uH9999HUVERxo4di+rqauh0OqhUKgQGBtq9Jjw8HDqdDgCg0+nsAo71eetz7Y0xGAyor69vs7bGxkYYDAa7B1Fv+dN3h3C+uhGD+vhiVjqnqYjocpyy6l7dHnImTpyIe+65B8nJycjIyMDatWtRVVWFFStWdPeXctiiRYsQEBBge8TExEhdErmJDfkl+GrvWds0lcaL01RE1DpOWXWfHt+3GhgYiMGDB+Po0aOIiIiA0WhEVVWV3ZiSkhJEREQAACIiIi7bbWX9uKMxWq0W3t7ebdYyb9486PV62+P06dNXenpEHdLXmfD7VQcAAI+OHYiR/YIkroiInBmnrLpPj4ecmpoaHDt2DJGRkRg1ahS8vLywYcMG2/OFhYU4deoU0tLSAABpaWk4cOAASktLbWOysrKg1WqRmJhoG3PxMaxjrMdoi1qthlartXsQ9bSFaw6hxNCIgaG+mH3LYKnLISInxymr7tPtIef555/H5s2bceLECWzfvh133nknPDw8MHXqVAQEBGDGjBmYPXs2Nm7ciJycHDzyyCNIS0vDNddcAwAYP348EhMTMX36dOzbtw/r16/HSy+9hMzMTKjVagDAk08+iePHj+OFF15AQUEB3nvvPaxYsQLPPvtsd58O0RXZWFiKL3POQKEA3rg7mdNURNQpnLLqHt0ecs6cOYOpU6diyJAhuPfeexESEoIdO3agT58+AIC//OUvuO2223DXXXdh3LhxiIiIwFdffWV7vYeHB1avXg0PDw+kpaXh//7v//Dggw/iT3/6k23MgAEDsGbNGmRlZSElJQVvvfUW/vWvfyEjI6O7T4eoywwNJsz7X/M01W+uG4DR/YMlroiIXAWnrLqHQgghpC5CKgaDAQEBAdDr9Zy6om734v/247+/nEb/EB98/8w4eKt4FYeIOm/6Rzvx85EyPJgWi1d+PQwKhULqkpxGZ39/s2EOUQ/Ycvg8/vvL6ZZpqhQGHCJy2L2jm3cA/zv7JGZ+vhd1xqYOXkGXYsgh6mbVDSa8+L/9AICH0vpjzABOUxGR425LjsSrk4fDy0OBNfvPYcp723GqvE7qslwKQw5RN1v0fQGK9Q3oF+yDFyYMkbocInJRCoUC/3dNLD5/7BqE+qlRoKvG7e9uxZbD56UuzWUw5BB1o61HyvDZzuY2Jq/flQwflafEFRGRqxvdPxirn74eI2ICoa834eGlu/DB5mNw4yW1ncaQQ9RNahqbMLdlmurBtFiktdzngojoSkUEaPDFE9fg3tHRsAjgte8L8DTX6XSIIYeom7z+fQHOVtUjOsgbcyckSF0OEcmM2tMDr9+VjIV3DIOnUoHVLet0TldwnU5bGHKIusH2Y2X4z46TAIA37kqGr5rTVETU/RQKBaan9cdnj12DUD+VbZ3O1iNlUpfmlBhyiK5Q7UXTVNNS++HauFCJKyIiuRszIBjfPX09UqIDUFVnwoMf78SHW7hO51IMOURXaPH6QpyuqEffQG/Mu3Wo1OUQkZuIDPDGF0+k4e5Rzet0/ry2AM/8Nxf1RrPUpTkNhhyiK7DzeDmWbT8BAHjtriT4cZqKiHqRxssDi+9Oxp9a1ul8u68Yd73PdTpWDDlEXVRvNOOFlmmqqWNiMDa+j8QVEZE7UigUeDCtPz59NBUhviocOmfAr9/dim1HuU6HIYeoixavL8TJ8jpEBmg4TUVEkksdGILvnr4eydEBqKwzYfpHO/Gvn4+79TodhhyiLth9ogJLtxcBABZNSYJW4yVxRUREQFSgN1Y8kYa7Rjav03l1TT6e/cJ91+kw5BA5qMFkxpwv90MI4N7R0fjVkDCpSyIistF4eeDNe5Kx4PZEeCgV+Dq3GHd/sB1nKt1vnQ5DDpGD3vqhEEVltQjXqvGHSYlSl0NEdBmFQoFHrhuAT2akIthXhbxiA3797jZsP+Ze63QYcogckHOyEv/aemGaKsCb01RE5LzSBjWv0xneV4uKWiOmf7QLH20tcpt1Ogw5RJ1Q29iEdQfP4fmV+yAEcNfIaNyUEC51WUREHeob6I0vn7wWU67qC7NFYOHqQ3huxT40mOS/Toc39SBqQ2l1AzbklyLrUAm2Hi2DsckCAAjzV2P+bZymIiLXofHywFv3pmB43wD8v7X5+GrvWRwurcY/po9G30BvqcvrMQrhLtesWmEwGBAQEAC9Xg+tVit1OeQEjpbWIOtQCbIO6bD3dBUu/u6IDfHBLUPD8WBaf/QL8ZGuSCKiK7D9WBlmfrYXFbVGBPp44c6r+mLCsAiM7h8MD6VC6vI6pbO/vxlyGHLcmsUisPd0JX44VIKsQyU4fr7W7vmU6ADckhiOWxIjMDjcDwqFa/wAICJqz5nKOjzxnxzkFRtsnwvxVeGWxHBkDIvAtXEhUHt6SFhh+xhyOoEhxz01mMzYdrQMWYdK8GN+CcpqjLbnvDwUSBsU2hxshoYjIkAjYaVERD3H2GTBxsJSrM/TYUN+KfT1JttzfmpP3JgQhoxh4fjVkDCna1nDkNMJDDnuo7LWiJ8KSvHDIR22HC5D/UUL7vw1nrhxSBjGDwvHDYP7wJ839iMiN2MyW7CrqALrDurwwyEdSgyNtudUnkqMjQtFxrAIpCeGI9hXJWGlzRhyOoEhR95Oldfhh0M6ZB0qwe6TlTBbLvxTjwzQ4JbEcIxPjMCYAcFQeXKjIRER0DyNv+9MFdbl6bD+oA4nyi/cRFCpAMYMCEbGsAhkDItAlESLlhlyOoEhR14MDSbkFxuwtWUqqkBXbfd8QoQ/xg+LwPjEcAyL0nJ9DRFRB4QQOFxSg/V5Oqw7qMOhcwa755OjA1oCTzjiwvx7rS6GnE5gyHFNFovAmcp6HDqnx6Fz1cg/Z0D+OQPOVNbbjfNQKjCmf3DLwuFwxARzRxQR0ZU4XVGH9Xk6rM/TYffJSrsdqIP6+Nqu8CRHB/To/0gy5HQCQ47zqzeaUVjSHGQOFTeHmQJdNWoam1odHxWgwYh+gUgfGo6bEsIQ6CP93DERkRydr27Ej/klWHdQh+3HymAyX4gTUQGa5ivnw8Ixpn8wPD26d0kAQ04nMOQ4DyEESgyNzWGm5crMoXMGnCirhaWVf6EqDyXiw/0wNFKLxEgthkZqMTTSn6GGiEgChgYTNhY079TaVHgedRd1Pf8m8zqkxAR279fr5O9v59oTRm7B2GTBsfM1tisz+ToD8s9Vo6LW2Or4EF8VEqMuBJnEyAAM7OMLr27+PwMiIuoarcYLd4zoiztG9EWDyYytR8qwLk+HQ8UGJEcHSFYXQw5dMWOTBVV1RlTUGVFRa0RlrQkVtY2oqDWh0vo523NGnK9ptLusaaVUAIP6+LWEGWug0aKPv5qLhImIXITGywPpieFITwyHEELSn98MOXQZfZ0JZbWNqKy9EFDKWwLKZcGlxojqNtbHtMdf7dk81RTVHGaGRmoxONwfGi/nvcMmERE5Rur/QWXI6QEVtUZoNZ7dvtCqO9UZm1BUVouislqcKKvF8ZY/F5XVoqrO1PEBLqFUAEE+KgT5qhDso0KQrxeCfVUI8lEh2Lf5YX0u1F+NqACN5P/4iYhI3hhyesCU97bhZEUdQv3UiNBqEK7VIFzb8ueA5o8jWh5ab88e+2VvMltwuqLOFl6Ol9Wi6Hzzn3WGhnZf66/xvCykXPjYy/Z5a3AJ8PaC0kUauxERkXtgyOkB5bVGCNG8ve58dSMOnNW3OVbjpWwOQf7NAShCq24JRRpEBDR/PkyrbnMax2IR0BkaLgkxNThRXodTFXV2d/m9VLCvCgNCfdE/xBcD+/hiQKiv7WNvFaeNiIjItXELeQ9sITdbBMprG1Gib0SJoQE6QwNKW/6rMzTa/uzItFCQj5ct/IRr1ahpbMLx87U4UV6LBpOlzdd5e3k0h5c+vhgYeiHIDAj15XZrIiJySdxCLiEPpQJh/hqE+WuQhLa3zjWYzCg1NLaEn5YgpLf++cLnjU0WVNaZUFlnuqxVAQB4KhXoF+JzUYjxw4DQ5qszYdyZREREboohR0IaLw/0C/FBv5C22w0IIaCvN0FnaECJoREl+gaUGBrgrfLAoD7NYSY6yNupFzkTERFJgSHHySkUCgT6qBDoo0JChNTVEBERuQ7+7z8RERHJEkMOERERyRJDDhEREckSQw4RERHJEkMOERERyRJDDhEREckSQw4RERHJEkMOERERyRJDDhEREckSQw4RERHJEkMOERERyRJDDhEREckSQw4RERHJklt3IRdCAAAMBoPElRAREVFnWX9vW3+Pt8WtQ051dTUAICYmRuJKiIiIyFHV1dUICAho83mF6CgGyZjFYkFxcTH8/f2hUCi67bgGgwExMTE4ffo0tFpttx3XGbnTuQLudb48V/lyp/PlucqTEALV1dWIioqCUtn2yhu3vpKjVCoRHR3dY8fXarWy/4dm5U7nCrjX+fJc5cudzpfnKj/tXcGx4sJjIiIikiWGHCIiIpIlhpweoFarsWDBAqjVaqlL6XHudK6Ae50vz1W+3Ol8ea7uza0XHhMREZF88UoOERERyRJDDhEREckSQw4RERHJEkMOERERyRJDThctWbIE/fv3h0ajQWpqKnbt2tXu+JUrVyIhIQEajQZJSUlYu3ZtL1V6ZRYtWoSrr74a/v7+CAsLw+TJk1FYWNjua5YtWwaFQmH30Gg0vVRx17388suX1Z2QkNDua1z1fe3fv/9l56pQKJCZmdnqeFd7T7ds2YLbb78dUVFRUCgU+Prrr+2eF0Jg/vz5iIyMhLe3N9LT03HkyJEOj+vo931vaO9cTSYT5s6di6SkJPj6+iIqKgoPPvggiouL2z1mV74XekNH7+vDDz98Wd0TJkzo8LjO+L4CHZ9va9/DCoUCixcvbvOYzvre9hSGnC744osvMHv2bCxYsAB79uxBSkoKMjIyUFpa2ur47du3Y+rUqZgxYwb27t2LyZMnY/LkyTh48GAvV+64zZs3IzMzEzt27EBWVhZMJhPGjx+P2tradl+n1Wpx7tw52+PkyZO9VPGVGTZsmF3dW7dubXOsK7+vv/zyi915ZmVlAQDuueeeNl/jSu9pbW0tUlJSsGTJklaff+ONN/D3v/8dH3zwAXbu3AlfX19kZGSgoaGhzWM6+n3fW9o717q6OuzZswd//OMfsWfPHnz11VcoLCzEr3/96w6P68j3Qm/p6H0FgAkTJtjV/fnnn7d7TGd9X4GOz/fi8zx37hw+/vhjKBQK3HXXXe0e1xnf2x4jyGFjxowRmZmZto/NZrOIiooSixYtanX8vffeKyZNmmT3udTUVPHEE0/0aJ09obS0VAAQmzdvbnPM0qVLRUBAQO8V1U0WLFggUlJSOj1eTu/rM888IwYNGiQsFkurz7vqeyqEEADEqlWrbB9bLBYREREhFi9ebPtcVVWVUKvV4vPPP2/zOI5+30vh0nNtza5duwQAcfLkyTbHOPq9IIXWzvWhhx4Sd9xxh0PHcYX3VYjOvbd33HGHuOmmm9od4wrvbXfilRwHGY1G5OTkID093fY5pVKJ9PR0ZGdnt/qa7Oxsu/EAkJGR0eZ4Z6bX6wEAwcHB7Y6rqalBbGwsYmJicMcddyAvL683yrtiR44cQVRUFAYOHIhp06bh1KlTbY6Vy/tqNBrxySef4De/+U27jWpd9T29VFFREXQ6nd17FxAQgNTU1Dbfu6583zsrvV4PhUKBwMDAdsc58r3gTDZt2oSwsDAMGTIETz31FMrLy9scK6f3taSkBGvWrMGMGTM6HOuq721XMOQ4qKysDGazGeHh4XafDw8Ph06na/U1Op3OofHOymKxYNasWbjuuuswfPjwNscNGTIEH3/8Mb755ht88sknsFgsuPbaa3HmzJlerNZxqampWLZsGdatW4f3338fRUVFGDt2LKqrq1sdL5f39euvv0ZVVRUefvjhNse46nvaGuv748h715Xve2fU0NCAuXPnYurUqe02cHT0e8FZTJgwAf/+97+xYcMGvP7669i8eTMmTpwIs9nc6ni5vK8AsHz5cvj7+2PKlCntjnPV97ar3LoLOTkmMzMTBw8e7HD+Ni0tDWlpabaPr732WgwdOhT/+Mc/sHDhwp4us8smTpxo+3NycjJSU1MRGxuLFStWdOr/jlzVRx99hIkTJyIqKqrNMa76ntIFJpMJ9957L4QQeP/999sd66rfC/fff7/tz0lJSUhOTsagQYOwadMm3HzzzRJW1vM+/vhjTJs2rcMNAa763nYVr+Q4KDQ0FB4eHigpKbH7fElJCSIiIlp9TUREhEPjndHMmTOxevVqbNy4EdHR0Q691svLC1dddRWOHj3aQ9X1jMDAQAwePLjNuuXwvp48eRI//vgjHn30UYde56rvKQDb++PIe9eV73tnYg04J0+eRFZWVrtXcVrT0feCsxo4cCBCQ0PbrNvV31ern3/+GYWFhQ5/HwOu+952FkOOg1QqFUaNGoUNGzbYPmexWLBhwwa7/9O9WFpamt14AMjKympzvDMRQmDmzJlYtWoVfvrpJwwYMMDhY5jNZhw4cACRkZE9UGHPqampwbFjx9qs25XfV6ulS5ciLCwMkyZNcuh1rvqeAsCAAQMQERFh994ZDAbs3LmzzfeuK9/3zsIacI4cOYIff/wRISEhDh+jo+8FZ3XmzBmUl5e3Wbcrv68X++ijjzBq1CikpKQ4/FpXfW87TeqVz67ov//9r1Cr1WLZsmXi0KFD4vHHHxeBgYFCp9MJIYSYPn26ePHFF23jt23bJjw9PcWbb74p8vPzxYIFC4SXl5c4cOCAVKfQaU899ZQICAgQmzZtEufOnbM96urqbGMuPd9XXnlFrF+/Xhw7dkzk5OSI+++/X2g0GpGXlyfFKXTac889JzZt2iSKiorEtm3bRHp6uggNDRWlpaVCCHm9r0I07yLp16+fmDt37mXPufp7Wl1dLfbu3Sv27t0rAIi3335b7N2717aj6LXXXhOBgYHim2++Efv37xd33HGHGDBggKivr7cd46abbhLvvPOO7eOOvu+l0t65Go1G8etf/1pER0eL3Nxcu+/hxsZG2zEuPdeOvhek0t65VldXi+eff15kZ2eLoqIi8eOPP4qRI0eK+Ph40dDQYDuGq7yvQnT871gIIfR6vfDx8RHvv/9+q8dwlfe2pzDkdNE777wj+vXrJ1QqlRgzZozYsWOH7bkbbrhBPPTQQ3bjV6xYIQYPHixUKpUYNmyYWLNmTS9X3DUAWn0sXbrUNubS8501a5bt7yY8PFzceuutYs+ePb1fvIPuu+8+ERkZKVQqlejbt6+47777xNGjR23Py+l9FUKI9evXCwCisLDwsudc/T3duHFjq/9uredksVjEH//4RxEeHi7UarW4+eabL/t7iI2NFQsWLLD7XHvf91Jp71yLiora/B7euHGj7RiXnmtH3wtSae9c6+rqxPjx40WfPn2El5eXiI2NFY899thlYcVV3lchOv53LIQQ//jHP4S3t7eoqqpq9Riu8t72FIUQQvTopSIiIiIiCXBNDhEREckSQw4RERHJEkMOERERyRJDDhEREckSQw4RERHJEkMOERERyRJDDhEREckSQw4RERHJEkMOERERyRJDDhEREckSQw4RERHJEkMOERERydL/B3lnxCu/mVG0AAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Look at the profile of the peak to measure the width (it is expected to be a crenel)\n", "fig,ax = subplots()\n", "ax.plot(img[1060+25,1040:1060])\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's look at one spot, in the center of the image: it is circular and is slightly larger than 10 pixels.\n", "We will define a convolution kernel of size 11x11 of circular shape with sharp borders as this is what a perfect spot is expected to look like. The kernel is normalized in such a way it does not modify the average intensity of the image\n", "\n", "Now convolve the image with this circular kernel using scipy.signal (in direct space: the kernel is small and performance does not really matter here). \n", "\n", "It is important to have an odd size for the kernel for convolution as an even shape would induce an offset of 1/2 pixel in the located peak-position." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "size = 11 #Odd of course\n", "center = (size-1)//2\n", "y, x = numpy.ogrid[-center:center+1,-center:center+1]\n", "r2 = x*x + y*y\n", "kernel = (r2<=(center+0.5)**2).astype(float)\n", "kernel /= kernel.sum()\n", "\n", "fig,ax = subplots()\n", "ax.imshow(kernel, interpolation=\"nearest\", origin=\"lower\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "from scipy import ndimage, signal" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "cnv = signal.convolve2d(img, kernel, mode=\"same\")" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(2048, 2048) (2048, 2048)\n" ] } ], "source": [ "#Check that size is unchanged.\n", "print(img.shape, cnv.shape) " ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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mzZqF7u5uvPPOO/j973+P1atXY/jw4dy8yWQSt99+Oy677DIcdthhOPfcc9HU1IS33noL6XQa9913X82uOcusWbPw17/+FbfddhvGjBmDyZMn44gjjsDNN9+M559/HkcccQQuv/xyTJ8+Hdu3b8cbb7yBv/71r9i+fXvguoYUu2iWPIPBYDAYDIMIb1pg1cc/9XBnZye95ppr6JgxY2g4HKZ77703vfXWW8umO6aU0lwuR2+66SY6efJkGg6H6fjx4+n8+fNpb29vWbqJEyfS0047raJtAOi8efPKtnlTSN96663KY1uxYgU9++yzaWNjI43FYvTwww+njz/+OPf4H374YW49v/jFL8q2v/nmm/TMM8+kw4YNo9FolE6cOJF+5jOfoc8995y0LV49v/3tb+n8+fNpS0sLjcfj9LTTTiubqtzjoYceogcffDCNRqO0ubmZnnfeefTDDz8sSyOayps9Z5QWzjE7ffR3v/tdOnbsWGpZlnJab9FU3rzrAIB++9vfFpbl8X//9390r732orZtl03rLbofjjnmGHrMMceUbevs7KTz58+nU6dOpZFIhA4fPpx+5CMfoT/4wQ+kay15/OlPf6If+chHaDwep8lkkh5++OH0t7/9bVkanWvuXYstW7aU5fXWrPKf2w8++IAeffTRNB6PVzxbra2tdN68eXT8+PE0HA7TUaNG0RNOOIHec889pTSie3aoQygdgFF1BoPBYDAYDIaas3DhQhx33HF4+OGHcfbZZ+/q5hgMgw4z5shgMBgMBoPBYDAYYMSRwWAwGAwGg8FgMAAw4shgMBgMBoPBYDAYAABmzJHBYDAYDAaDwWAwwHiODAaDwWAwGAwGgwGAEUcGg8FgMBgMBoPBAGAQLwLrui42bNiARCIBQsiubo7BYDAMGSil6OzsxJgxYwIvkDnYMb9NBoPBsGvQ/W0atOJow4YNGD9+/K5uhsFgMAxZ1q1bh3Hjxu3qZuxWmN8mg8Fg2LWofpsGrThKJBIAgI/hNIRIeBe3JiBk5/W0EkvRcylqiy9fWeenX4n7dxS3l/WU+uv26iGkPJ+3vaw+Ul4+ewzsfl67RWmK36moR9fb7s1jIsgvxJ9fltZ/TK5kzhQvnUsrz4MKf7lB8+qWbxF5+2uBzpwy/jSEqPMI9hP/dvYaisr0trP72fPClu1LR123wstAKeWU4crL8vYz9Zfm5XF9+7ltcYW74FKAuqAuRd7N4B94ovQeNvTR99t0KkLYQ36bjIfLMBDsTvOB1eoe352OSYfd7dlWnb9+tjdPc1q/TYNWHHmGRIiEy8XRThQeMpSipJCIv50nFIA+YSITJSVxUCk6+gSDVdpeKUSYOlixw273xIZIwIi+87bJhABr8LIihgfPsA3y4KkEzs6CUsAu/j2QL/hanC9/WbovQVU69n5QibFaCDbevebfzp4X2THoijtOPcSloBYBER0PpZVt4ok1f36esHLd0t8VE5wWRREcF7SnB242BxAXoMz7yQDA99uE8J7TcWeuo2FA2I2ERM3u8d3omHTY7Z7tgRVHXhWq36ZBK44q8AmNqr0lLCqRUthRsY0QIhYpHIFSykNIZdl+0VPmcSn/m/JEkP87a0B5ogYSROeRNeKqERz+/9kybeZY2DrYv0XGoajNQUSAyAiWlSEyrL19vLpU5aqOs5oyZVT7ghJdG//3IN44SivvfZ3HtxpPmScgLAJAILD8z6OrOP9A3/HKrg8vf/Fc0eKzQG2N41GIMKHA8uelFBU1eR6sfB40nwfJ5wFq7XE2gsFgMBgMQMDZ6hYsWIDDDjsMiUQCLS0tOOOMM7BkyZKyNL29vZg3bx6GDRuGhoYGnHXWWWhtbS1Ls3btWpx22mmoq6tDS0sLvva1ryGfz5elWbhwIQ455BBEo1FMnToVv/zlL6s7QgAgFohFQGwbViQMEgqBRCKFTzRa+MTjIPE4rLo6WPFY4VMfL3wa6gufZEPhk0oUPskkrMZU+aepEVYqWfg0NfZ9GlOwmhthNTeCNKVAGlMgTY0gjcnC91QSaEoBjcnCJ9UAJPs+NNkAmqgHbagDrY8XPnWxvk8sChqNgMajhU8sAhoJF/6PhoFwqO8Tsss/tlX+t10UZv4Pb1vp/HI8Rv597HfZNt7/KmESJK2sPll+VZm8smXpPFiDVdZ+nfOgEnkqRNdGVG7QskRpePeP3+vh/1u3HtX1DHKdgMr7nn0WVN95ZRBmnw68e1b14eXzl0cIqG2BWoT/sa2+zhn/p9RpQwDbVvbGGQwGg8GwuxPIc/TCCy9g3rx5OOyww5DP53HDDTdgzpw5eP/991FfXw8AuOaaa/DEE0/g4YcfRiqVwlVXXYUzzzwT//znPwEAjuPgtNNOw6hRo/Diiy9i48aNuOCCCxAOh/Hf//3fAIBVq1bhtNNOw5VXXon7778fzz33HC677DKMHj0aJ598crAj9IRRNAoSjxV+wD3vi/fjDpT3+Pq/S4xC6ksrND11PQ4eWgYSvxe5oufd8u33U204GOuh4O3X3S7aFsRzoouuuNLNq3H+/GOWiMyz1R90yumPB0gmHnjeKV5alRfLf25495bONZLVr2qDv07ZsajEZVBPlD9E1BMX7HZ/O/3ohjyy+9lzzUP0DHohdcxxEv8QJO84dpPQZYPBYDAYqoHQigByfbZs2YKWlha88MILOProo9He3o4RI0bggQcewNlnnw0A+OCDD7DffvvhpZdewpFHHomnnnoKH//4x7FhwwaMHDkSAHD33Xfj+uuvx5YtWxCJRHD99dfjiSeewLvvvluq65xzzkFbWxv+8pe/aLWto6MDqVQKx1pnIhyKwWqoB6mvK3hABF6CinExgJ4xUSpAQ3T4w21kBpWqnFqOd2GNP91j4hmyuiJmF43X8UQLYdou2t7fempZJlu+Vy47eUS/66smFBIIZsiL7h0dIdIfJIa/UGCIno9atFP0LujPmCjV+Cbd6yTa7zv+UigepYDrgnZ0we3qRi7fi4XuI2hvb0cymQzW/kFO6bcJnzRjjgxDm91p8oJa3eO70zHpsLs92zthQoaF9I/K36Z+dfG1t7cDAJqbmwEAr7/+OnK5HE488cRSmn333RcTJkzASy+9BAB46aWXcOCBB5aEEQCcfPLJ6OjowHvvvVdK4y/DS+OVwSOTyaCjo6Ps03eUxBcuVvhQu/JTJprYsBFeiAqvZ50NPWNDbNi//XkFoo2LyhMhKq8aw0jWBp3z4tWhGgOjiWgmOXY7JYSbthph5JXl/1SDqhx2m84xiP5m62O3C9G4fhX5ZZ0H7EfX26R6HmTHEMS7GcS7pULn+XVpuSiSdZLI3hmyNojao3OdZGXubj+kBoPBYDDUmKonZHBdF1/5ylfw0Y9+FAcccAAAYNOmTYhEImhsbCxLO3LkSGzatKmUxi+MvP3ePlmajo4O9PT0IB6PV7RnwYIFuOmmm8QNJn1CRzo5QVkehaGgnNiB8AeMe+j2Yqvq8Nclysvu1505rJbGUA3K8oxynudEJG78aautzyufFS7sNn9a3XS87Twxw/MUedt4x6cSkYHOC1OWVj6VqPCLEn9aHW8T776XtFerPWxaXl2i9onq7C+qadxF+/1t1RWEqn2qMr02GXYfjJg17M7o3J86vzW1uM/3NI/PzqRW5yZox/8upGrP0bx58/Duu+/iwQcfrGV7qmb+/Plob28vfdatW1faVzY7nA6iHlTRhAS6+XnpRHl1ywgCrweZ10tfgwchqMdC5Ylhy5J5S3jl+fPzPDe6Zei2my2/Wk9TkPplHi2ZcGS/16KthUoVXgo2Hetd5E3CwHsugnYk6LYp6HlQjV3yo3of9Xe/B/t8e8gmuGDzi84F29FkMBgMBsMgoCrP0VVXXYXHH38cixYtKlthdtSoUchms2hrayvzHrW2tmLUqFGlNK+88kpZed5sdv407Ax3ra2tSCaTXK8RAESjUUSjUXnDRT/moh5R3fVQ2J5WnYHPsvyskaYbjhbUmFN4xmo6DkdidLMCQjSWxtsnEi1cT4gn/zlrW/LK2NnIxg6J0leTJkg+7xz72yUSjxWTTUjKlt5HqjJ4z5ZOOf29d0UdGCKvby2EkT8d+/5h86reUWw7g3R+KN4P3t/UQmFihoHo0DEYDAaDYScTyHNEKcVVV12FRx99FH/7298wefLksv2zZs1COBzGc889V9q2ZMkSrF27FrNnzwYAzJ49G++88w42b95cSvPss88imUxi+vTppTT+Mrw0XhlB4K5pxOsN9RsM7Pgg///Syqo0DDhGVVkPfhWepFqMjYEFwOqHcPDl1/VwlO23UFjTyCZld6ooFI1bPyGFsWMhq/xuL7ZN9zho2AYN2xVtKStP1g6bFNpgk4q6tc+v/3zY5edTRJkgsTgfUVqGirFSxeOgduV9pjvOi9qklF+J6hkQeZ+qKdcroxox5y+vFh4tkZfaG7dUzcQNbBtFbRWF1UnLtvTelQaDwWAw7KYE8hzNmzcPDzzwAB577DEkEonSGKFUKoV4PI5UKoVLL70U1157LZqbm5FMJvGlL30Js2fPxpFHHgkAmDNnDqZPn47Pf/7zuOWWW7Bp0yZ885vfxLx580qenyuvvBJ33nknrrvuOlxyySX429/+ht/97nd44oknqj7QivU3RMKI3e+NGRIXXPmdMOFaAY01avcZK9QJ7rkpGJ02YAEk75aXodHTTwkBDdtwGiKwMnlYmTyo42uiwogGANgETn0E6TExNKxJg2RygIuKsThCLACWhZ6x9UgPD6H5vU6QbB7UrTTC/WKpwqsUsrD1kCRydQSjX+wstUNar3+/TUBDFlpnp5CPAWNfKJbBpmPKrBifFLbRemQSVpZixJtdINk8YNFSPqVAsAAaDWPjRxKwsxQtr3SAUEeZv2K7ZaFj7wSoRZBc2gkCB9QlZWOXlF6ekIWeMfUI9TgI7+gtHDxz/LIyKCmIOzceBnFo4Vzkgxv5/ucETnFxUjYsj4XxEpdEuIvy/LUQNt5+nTFK1Xq8ZLPcBfWaybzUCqFILYBQgZAzGAwGg2EPIpDn6K677kJ7ezuOPfZYjB49uvR56KGHSmluv/12fPzjH8dZZ52Fo48+GqNGjcIjjzxS2m/bNh5//HHYto3Zs2fj/PPPxwUXXIDvfOc7pTSTJ0/GE088gWeffRYzZ87E//zP/+BnP/tZ8DWO/KhCcQgpzWhHwzbceBg0ZPHzSXqNqWXBrYugZ0ICNB4uGF88I4i3vWisubEwthzaiJ5xDQXjXFSfINSJhm2sPyGFNR9PwY2Hy6+yhjCCTdCxTwLrv5zD2lMThfPA1sEpp7St6GlZf2w9Jl27BFsPauDWqxJ9NGxjzekEU6/4AF0T64VtlwkLpyGC8Jmbcfi5b6F7fF3Rk4SCMa8ItfPOmxMPg8zZhimnr0BmWKyvHZKnh21TtjmG0WethvWJbegZ6QsN1X0CCUHPqDgO/dzbaPn0WuQaY5oZy8vIJ6Lo+XwbIpduQq6prwx2/JXQ82gBvSPrkLt6G1ZeSMrKYBFeFwvIjKzH0gtjWHZuPWgkFNg7SQlBPhnDhyc3oXPvZN9zonrOfX9Tm8BJRtE9OVn+rPqfUUAqDLznjYZtUEtwMUWeGi9s0bJKH208j5JXljezpmhxZp3y2LaWDlI/DM/rhOJ67A0Gg8Fg2AMI5DnSWRIpFovhxz/+MX784x8L00ycOBFPPvmktJxjjz0Wb775ZpDmifGMDpXQIQUvQefeKXRMsjH8nSyiG7pAXK97XmPsT8jC9v0bsOVjOYz+az1S/27v6xVnjS6mLK8Xu3tCHXKnt2Hzq02YsMECcRzoUPKehG10Tcuhflga+X/EEOnJgZJKr41MnORjBCNTnfgwnuDuV3qzKEWkHXhl7QQM76gMqdIi76JhZQgvO/tgr+05vTwMdncOHYtGYlFDCya29lQ1BsXuzcN5bhiWx4dh7PbOyjJYLxKHcFsGq5+bBDsDNG/t6ivDn89vG7PlUYro1gz++cyBsLIEE9o7EBhKYffm0fV+MzrCFHv19JTt5oUr8jx9dtbF5u1JoCMEks9W7BdW79ufj1tIju5EOh2FG7Zg94gyCTydFtA5KYZDz3wH/3jhADSs8D0nInHDeoUIwcaP1AMfbUP6yRRG/GsHwD5qCrFFwza2HJ5Evo5g9KJ2kF6Op1gyYxy1LNBYCJnhcUS3pPn5FVCrGK5JKYhDUXHzqGa8K7alb3yexgx43H20TCAZDAaDwbAnUvVU3nsklKIYPFNJaWyRhc7xNjr3z6J+YwjRTVB7GBijizgAshYsnVAhjiER25rDjlea0LjSlQ+KFxghVk8O456Mw4kmEC4a82xeqbihFM3vdqD3hy2Y3NYDki8/AUph5BbC+Ua+3A73zRCsHo6g4JRXZly7AIGDsc+1A5ZVCL1ydAa7M2XnHIx/pr1gtOWcUtmytpf9bVGQnIPRi9pLYYrc+mTCxgWsTB4TnmgvtMkT25x0ZeW5vr8B2OksJj2WL5ThtUNDmPkh2Tz2erij/HxIqJiG3AXC23sw+cdREKcHVk95uKRoCnJ2e/2aLlj3NKCJAnZ3V1na8gaLDe3E6l68/OSBGLbS7Tun3IMWh7bZGaArHUXMOxWsgJKF5gFwkhFsP9hBfUs3su/EENvYVZ5WNW7JJth6cALZ09oQfawRw1/fAaIbYuh5m2MhbJmVQHybi8TS9kJ4GzuGUiqQLDj1ERCXFq4n3PL0gs6ckugreqwoISC23dcZZTAYDAbDHsjQEUcWJ0SuFB7Vt53kHIx8NY3GFRHEN3aVG546PaJ5F83vtCO1PAy7J6dn0HvFUwrqEoR39GD8U5mCoVg0+nTGHZUMVAdoWFn0LDiVwgjgG6J+A5jkHMQ/7CqVwbZBNK126TgcgFAHdt4tGFGSsTFCj0OxHZXd+QJYgWKhIAw9IeFrBze9oA2waMEr4aBcwKja4S+T0nIPpK5AK7UBfcfiP9/+9qhEkgsAtDBWiVOXctySVw+lsLsyFcch8zpVtsNF/MNO+ZgcGS4Q6ujFxD/nCvUEeM5KOBSj/tEO9/UQrJ6OvmPRCKfzCLVnMPHPIeTqE4hs66x8rmTvjOJ4xNgOFztWpZDscKtqQ2Z4HF3Hd6NzVT0aVtiVAl42410xPHHNx+sQ7iQYu7ALdkcvAM2OHUJAwyFkRtXDylNEV+f0Q/kMBoPBYNgNGRriiI2hZ7+7xUkXioZIqK0HdmdvxQQC0vK9PykFzbuwOzNiI0k1KYJDS4Pty8rQnDaZUArkfQPrOfl4x8V6CFgDSXfQf1kZlkIIqBB5U0RpeXl511B3xjnV2CSR2OKVywvH88pgx0HxJnywoO890xJKASnLI783eAv0sp7BIOWweB0JBH2TUlTzrCLnwC560MomLZHh9y7lXcTXdSJOiLAjgpu3mJ84FIllHWhYbYPknMo2qEQSpYi2ptH05wSi7Y46BJczFohQCpInBY93UCwCJxXDh8dHYGcJJv2+Dti2o4qChiBBxoQNJcgg9DzS/vwIDnFq9Yyo3s069VTTkbe7szOPaWfVVYN7ZmiIIz+qk+bN2qUb2uIXHsW/lQYS2wZfGaW8rKFSxU1FWAMrSB7ojw2SrtOjmMVtQGB/W3V/l0ReIR0Pkyw/u99lvrN52FA9l/lfhijvLoAndFjPSjX3QtlMkEEMek5dwjA+nefNC1elxfE21bSj6A0s827qdIL49lvZPJrebits9otnXiid1xHk6xCyurKY9Hgx/LY3X3nsCu+e3Z1Fanm8OPNgLsiZMBgMBoNht2NoiKOgMfA8URGgJ7eEruHnGR+6PRc1EBfK6ZqhL2SCGLhBFz0twTPyqxEAfg+NSJTotocVNmw7VOXzvmvOoCebRlwrf9B6ZfVzEI09EsETTKJwUK0ya/U86Yglr4yAnquy/Ozf/veNqm6gz+uj0wZPNBUFEnFdkHS2L7/Lef/x2kEKIotk8xj+eltBXGVzoLLxXwaDwWAw7OYMDXEEFGLjg04v6zecWCMpSA+zZvuU+3l1KYw75Xoz0AxHqoKaeYmk44GKf1tQe25U4Xk6gonn+RGl5ZXtCwGjLtETaLxjE4kU1jslKptNE8Q7ViWitah4afx/y0LrePkAVE67ohIl/aXW7wGdED+eqPL/LVo8lv0uCj2Vtc+P44I4bp/Xy2AwGAyGPZihI478BPHoqLarBlx7aaoIcdNCUR5vtjvdsUO6okkkgnhr5MDlDPAHxMa8yBjnhc7pCCPZd5FHSbdMPyIxW8xDRbMm8mDPAVs251wEEqY6gornFauhg4DX1oqFdKsMwRPex7xxgGxabzuvMyToZBJBvL48b7JKDFX7bpHNZMfCOwa/kAtSlsFgMBgMuyFDQhwRQsoXTJQZKX6Dh5eO9SR56WSwhowsXE9+IPI6JPtlQkdXLAXNz0XHw+Oh8n6w5ehMjiCDnSBBlU4E73yI8gSZ/c5DJoxkeUWTPYg8aiqvmG4YoOy6aAgs2cyIOtt1QkiFQqfaZ1VUR3/QDLGTIvImqYQbbywU692ixXFMZipvg8FgMOzBDAlxVEHJc9GPUBuRocQaMDJjopYEEDJsj/xOmSQB4AsB1TgdUT5e2lrZZNWWw7ZTx7MQNL0myusZVJDJ0jHrMQG+bbywvxrgv49lAkhLGHmIPCKqPAMRaisKoWXr9u/zJlmoBp2xULUOJTYYDAaDYTdkaIgjz2uki98I0PUy+fOJjAjRuKWdgGyqZVHIXb9Ek2xcD1DpTZB5UPpryOsa+kFC6mT1qO4ZL81AEfQYROJGVU5/PXUKVKGaOmOY+jWejhU+/msnE7L9EbmyfLJxh7UMZ+OGg1rifX5v/E58pxkMBoPBMBAMDXHEQ9TDKupBreZHX9YbuwuFkWx7TSdn0B2Xwi5kyo5zGegoHc+4Y704gL73gE0bNIyLZ/jqGuO66JxHmWevv9dBFGLHuUeqmdFwwO/nssok3uFaPNvs9ZZ5jQgpntsaTgqh6xnnZjcCadCxE9ceItV6P3cRVOe5q8X5M2sl9Y9avZdVGM/6oGBoiKMgLybVOCOZAVsDwyhQGFBAZJ6gmobVicaq8Ma8iELjaimMVEJEFcKkGoshKpfXjiDli9oYZLybDkHHV7HTmMsm0xBNfCGbOW93gndtVOMWg14TkRhh7yd/2Byvfp6HnFeu39Mk6yQK4hmrYUiowWAwGAy7kqEhjvzIDF2RKPL/LRu4LQhNC0q1s8aJ8vO2S8VQFYPmtQiyLpGXtj9haP5rpmO8qQxCth1BvEpsHayo1m0Peyw6HihRe6o1Zi2mHCtAOZr3kpZY1xBVumOT+JklXl6d9ukKBpln0L/dtvj3XxCRRjmiyPub7QHXfVey9exhPf8Gg8FgMPgZOuKIcIwB3v7iGBwAIN5ihrpGDiGgNjM2walMU9rHC8exUB7f71ROniCDEgLYBDRsAw4FcZwyA9LLLx1PRAr53WgIVjoHAkd//ZzSNgtOPIx8fQiRHb0geZdjREkOhBBQy0KmJQ4aIohtSPddjwCihIYsdE9sAChQv7ar0A5vv2i8GLOdhiykx9WD2gT1a3xliOrlGK3UspBrjsENEUS3+c6HTPxVnC8LucZCGZEdvSCORFiJ2la8ttQmsHrzQNAFO33nFYT0nQvuOBVOfr/o9R+7RasT4XaxDKeyfjY0z/9/2f3PrD9VXohemG2Z6KpG0OuGWMq8j37vtc79xGKRPu+U/39ZO1kI2akhWAaDwWAw1JrB/ytGrD4xJPwx9wmjkAUaDxcMSNUgZAZKCKhtI9cUh9MQLRNa3PysEU4IYFnompzA9hmpggEquULeZAr+Dywgn4xh7SlJtE1PVEyrS2VtAgCrYMhvmp3EsvMj6Jza4BvTIM7G4sZCWDu3DusucZAZUVdRh86d58ZDWHOei80X9yDfGOUbiCKK5zbbFEPm0u1IX7IDuVRM7A30w3icnHgYWz+fRu6ybYUy/Ol0DGFC4MZDWHkuwYZLskiPrau8Bl5Z/jKZ/U48jBXn2dh0ZQaZ4XFuGhU0ZGHN3ASWf7YOTn2kqjBQGrKw5dAk1h+XRL4hEji/V0Z6fAPa9ksW7nMP/7TiGlOm5xtjyCeifSJJt37vnvY6EnjPmuzc+IQXtQtlUdG1U6G69qp83t+WxQ/Fc30iWvY+Avrelf7/g3iCqjl+g8FgMBh2Iwa/OPKjMGCpTZAen8Dyc+qx+cgkELL6BJJOWRbQPakBKy8iWH1aHDQSUnpHKooN2/jwJAr62a3oHVnHyaSAEHROjOKQU9/Hthl9hltFPbLwIgvomkBx2IErkB5h+wwnaAsbalvIpihGD2uHG5YYTKqwqLyFfM4GqXKwuZWnaOuoQ0dnHSyH471SGYsAiEvR0x7D1rYGWDkNhcgzcgkBCbsIhRxQmVjntcvz+IQsNLZ0YvrITXAjAuGu8A64YRv2Qe04evZ7yDRFghvkANxICPS07Zhzzsto2zuuzs9ZxDaXimHD57LY++r30TO6vq8M3VkLvU6A/3Cw/JIQ3HgYsMo9PyUPsM9bytI7qh7Lz01g49GNoLYt7zjwe2Z8z0S+KY4dBzYWOlV44pv33d8hYxM49RG48XDheWXrVFEso+S1LmufRnlsHrbdLuWnFYWEmrA6g8FgMOzBDI2wOklvfNn/ALIJC3RkBrnWeEFAePt54Sqc8Bq714W1NYxIOymELHlRRzIx4m9SzsGIV2xklo5A09bOvu2cvNzQOEqRWp7GB/fuh7Hr84WwpyDhSi5A8i4mPZHBxpemYuS6zsrQK43yrHQOUx4GnLphiGzrFht5EqFl9eSx988AahGEujJVjaUJtWcw6c4wAMDuzlTm05hEw8rksffPvTblpGm5ZVMKK53D1J+GQUMR2F1dheupuJcAlG2z01k0/ageW8MJxDd1y0OoBOXYPTkM/3k9ljTsj+SmrvL9osH7zDFZvXmEHmnGc8kj0bI0XdXYpXBnFrE3Enjpw/0xeUdPYaPnnZSFbvruF+JSZLsiIL12yYBnnwfe+D3qe+67R4VxzEffwd8S+2HUSxaQc0r5dELsqG1j/cfimHHqB1jxs2kY/vqOylDaUmJmnFjRi5tPxrDi0zFEt1mY+EQ7iJOvrFMiaqhN0DM+gWzCRuqDDpCcU34/qTpoSuIqBJJzCuGrvPuKHZvkfy8W99FSmUOr381gMBgMg4ehIY5UFH/giUORWtqJ+JYYwl1dhfE6HrxeVV9PMiUEcIH4hi5M+V0IxHELRoqXXWesEADkXQxb3F4wzly+sPEbbv5xFYRSUJfA6slh+OsdhfwOFU6LXCGsPOPUoQjv6EG4rbfPQOKtS8Sj2PNPXBehrixCXdnqBv5TCuK6sNO50ndlaJCXzu/1KQqT0j5/OvZvXrmUgjgobwcPhbAhrgu7O8svQ/P8EIcisq23VJ6ybsG4k/j6bsS8e0g1hoRTLnFdNL/V0dcOWft5niBKQbJ5jH2uHbBJ+Rgu2fpYzHTvdncWe/+MAsjByooUSbHZgo6E5vc68f7/HoBJ2x2QbD7w2l7EddG01MGb8WkYuz7X13bZOWH32QRI5ZDLSsIcJSKY2jY+PN5G3ZR2RO+qR2x9V6BJXKhNsH1mE9r3Bka+6qBuVUf5/eXB894SAoRsOPURZJuiiG3sAumwtes2GAwGg2F3Y2iII68Xk2MclbZ7YiPjILq5u7DdlYgaxqAuGVUOhdWbK+UXwjHiS7tct+CxYvLzZpvjhRGVJmIQ5OXCMWDLjDF2Cma/ocrbLhIiInjGn+rci8ph0hJeHt69IPLeqNqv4X2SluUPURJ5Crz7U9Ye3jF625h7veK+1hlo7/8aZHIMkUByHMAVGP28GRNd5jtc2Gmf4JQ8b9z73wVINo/G99oL3x1x+J0QhyK5tAOJ5RZfUMgo3puhtl5M+XkMxEmDZBmvkYb3ijgOhr8J9HzYhOj2TnX7OeF+PSMIcnv1oGdFDHWr4OsUUU/iQG2C1iMSaD8oi9HPNKJpS5sJrTMYDAbDHsvQEEcohGbpGLCE0vKwGJlXgROyAwDU1euBF8LYWDJjR6eXW5SmrJecNWBFa9SwyLxIuoYzANgIHCKm7J3XSccrV5cgoihIO2TtqcLwFd7DOmF5Eg+UFqroqmq8il65LgDQ/o2cdFE2U15V64zRvlkhK2asK+6XQfIuQu2F0MKyGQh1OhiKns2md9rRaFl9IXWK9vZVXujQGfl6D7rXR9GwNl3V8gPhLorQtjBCGbkHz7CT2d0Wb61FezTq2akLEWv9zqmeSZ2OFbVHVmtBWh3MgrPVU6t7r9rfRkOwyA0BQyMwnLemhwc7SNrrwWc9JwEMRMLrmQ/AQC0Cy1KTBWdlA+h1EeVXvWT8Y8mqCRELUpefIHUFEWbsvcjWV4v7gucxqqb9PBEWBNHYIkB9P6m8SkHpR17ieaxkZWhcW+JQ/nT3OtBCXiubL/fo6dwztBC+GtrWg9S/22B3MmP7NGarI3kXw99ow5SHu9CwrL3oxdvzftjvuusuzJgxA8lkEslkErNnz8ZTTz1V2n/ssceCEFL2ufLKK3dhiw0Gg8EwEAx+z1F/wjtYz4OOp8CXpr8CSSVego6P4FGWXyZ0PONPx5sUBJsT+iVCx8vBEtS7oyq7PwJMVG4tPFuie1QjLEsrnLG/njg2j2ihYd79xNvHihF/2GcNOj2DLMSs/ZzzBJLOva9TvkrEqrxX/vGN3DBHwhc8bsFzR7L5Qkig44LuoT2e48aNw80334y9994blFLcd999+OQnP4k333wT+++/PwDg8ssvx3e+851Snrq6KmYUNRgMBsNuzeAXRyi42KU/1yoDQiOkbqDgLQDLLmpZ1iwmTSBkYXXViiCVQc8bE+PfrypDtX8gXNw8b2O19dcq5C/ofpFoYo9TJ7RLdQ50jjHo/cVMziCcMIRZ4FU6e53XXM657LeXVXb/+PeLxokFKVO2TVVONThu2XHs1JCmGnL66aeXff/e976Hu+66Cy+//HJJHNXV1WHUqFG7onkGg8Fg2EkMjbA6oO/Hm9f7yQs/qfYHvkaGAU8UCauk5TPSaQkjmYdI1fPen5553fAwHaFaizE8tWAgQ/hk6SXjUIRhobyQQJlhzQufUwmtWqN6S6lCO70loQSih4f/metvmGy/xtGJPH263j5VnVV1oghC7dhwvD0Yx3Hw4IMPoru7G7Nnzy5tv//++zF8+HAccMABmD9/PtLp9C5spcFgMBgGgiHhOSozPERGHwsvjCjouJR+GOP+Hm3eLHVlVVVTD9vjLgpnqqV8Zo112fnV9bgEOc8DZcTXyvsTFJ3y+iMmVeVqjGdRevV026RzH/q9SQGReZVYr1EgL5JuiKInVHTCNr10OmG/3jbRuVYdB9uZJBM9bLv2QN555x3Mnj0bvb29aGhowKOPPorp06cDAM4991xMnDgRY8aMwdtvv43rr78eS5YswSOPPCItM5PJIJPpW2Oto6NjQI/BYDAYDP1jaIgjFl2DjTUsqvzh5027rdVMjTC6CnTHXKh62mVlqAxVXmgQL01/qJUBxjMagwiKagVHEGFQbfl+go6VYjsSqvV+9Dfcjgdv6nhvu58Awl4ntM4j0HOsM8ZLtE23XNE93N/7yy+M9nBPkC7Tpk3D4sWL0d7ejt///ve48MIL8cILL2D69Om44oorSukOPPBAjB49GieccAJWrFiBKVOmCMtcsGABbrrppp3RfIPBYDDUgEEfVldmmxBBOIi3T+ZVkvW+KisuR+QJ0g6JqyW83vb+hM0F8czphNhVY+DV8hzy7ouBuEa6IU66YYmi8qsdu6TKq/L66Xq5dPLqepG8+7gfHlDtcNUggoc9V6owxaAeQnZbf8OG2XemSys9Sv46rD33ZyUSiWDq1KmYNWsWFixYgJkzZ+KOO+7gpj3iiCMAAMuXL5eWOX/+fLS3t5c+69atq3m7DQaDwVA7hobnqNofa9lYD4X4Yb0+QSZKkHma2PAfbrmicDmdGedkPfHVohozM1Big63Hv0/l0RDlF3lTRGNG2HL7i264YX/r0PGU6l43leHuIRtDpUJ0r7ICKeg6rRyPknRhaFFYmwr//cR2xPDOUVAByt6vOudU11s00F7QXYjrumUhcX4WL14MABg9erS0jGg0img0WuumGQwGg2GAGBriSNXjq2loUEIgMxdEHiGeMaXrIRIZZ8JQO88I7G/nLSGFNef6Y/RU66Xw4wlb3gD0/hrnQbwwOoYna9TqhlSJtvMEWi28DP50Mu9Gra+9/zzptiMIGpMy1Gqq7wpEgrI/wl8V8ulnV4/1IQTw1lgiZI8cdjR//nzMnTsXEyZMQGdnJx544AEsXLgQTz/9NFasWIEHHngAp556KoYNG4a3334b11xzDY4++mjMmDFj1zW6Bouqai3eqoOtXqSUaKRRlUNCGmaLThqd49ZYr4voLJiaz0t305x8PwBQRRkAQIi6vdTRWKhZdV+ZRWINg5zBL44845o1NDkhUqIB2Z640RprwHhedGaaK6vbQskooi7/5S0VVl7+UmJO/bwwI/82QkCL5424VS5M6QtDItWEgnn5i8Zs6YgCeptKZQDi6yHyYvjuEWoTfhm8UDtB22hRPJXyBw0pZEK7hMeiKpdUTjIgSqdVhv/6BrGKZV6WoPeLjjDyf2en/gaqFk2l+5zdwR6LSjj70+gcf5BxZLLygp5zv1HJMx73RGUEYPPmzbjggguwceNGpFIpzJgxA08//TROOukkrFu3Dn/961/xwx/+EN3d3Rg/fjzOOussfPOb39zVzTYYDAZDjRn84ogHa8iWYuUBGgkBtLDiPNXoYPGghAA2gRsNwY2GYHdlQeBwBY7Q82MT0JCFntH1iG7PwO7gh3OUwa73YlnItNSha3QYTf/ugpXJF46PDStywTcKCQEN22g9IglqAy2vdsNOZ5mDFRhlvu1OPIyNH62H5QCj/94BkheILIkx78ZDWDenHrGtwMiX2kEcTeO5aGRTQgplnFSPUA8wZmEnSFZwUQWGOSUENGxh48cSIBQY/Y9OIOdUhjyJxDf67o0thyTgRghGvN4NuycX2CilNsGO/ZPINhC0vCY4FpHA8yAEmZY6ZFI2Equ6xddF1g7LglMfhhu1EW7PFMpwvGdIP4yMhixQi4Dk3ILICupRYkV8qYG6Rr73v+9BCCCQRJ0UWsJTcG3K/u+PePXnFz1jvPq5nSnetSV9372//YvD+svbA8cd/fznPxfuGz9+PF544YWd2BqDwWAw7Cr2vF+wapD10hb/p4TArYtg1ScTWDcnBachWlj5XcPQ8rwTNGxj9ekNWP1Fiu7JDXIPgqA9HVMTiFyzEWtPqQNCVrAecQA0ZGH1aSEcftUbaN+nvrINGlc8l4xi+JnrMOZTq5EeExN7oiTGXdeEOGae+T7Gf3IV8olI4HAySgi6x8Zw1Wf+DOvkrXAjob70vFAj78OU2zU+jv885xEc/Kl3kUtGKusVeX58nrxscwxHfPYt7H/2v/vK4NUn6PEnlCLfEMHeFy7BaZf9He1T6+TeP7bsIvlEFJO/sATXf/m36JhaL87vL4cpk4ZtrL0ojznf/Du6JinKEF2bqI0Vl1sI3dCK9n0aCtu9UE6eN4i9Z4rtWH9cEsuuCqN3dF2wEESvjJCFTR9LYf1JqUKnhiwPixetGbbROSWB9LgGUNvWfiOWeXptAhoPg4Ztfmit/3r6//Z5jald/FTjdSmKRGpZ/Q9Z5D1LLH6R5HLeB0NkZjuDwWAwDE4Ci6NFixbh9NNPx5gxY0AIwR//+Mey/YQQ7ufWW28tpZk0aVLF/ptvvrmsnLfffhtHHXUUYrEYxo8fj1tuuaW6I1QJIx9u1EZ2dA6Z4S5oqHy/bLaq8gUjAUpJwcsRFEoR6XSwfOloxDcV69PpyfancSia3yV45rlD0LA+W+YVK8ELM/K2UYpwRwbbfzcOrQ9ORP26dKWXBFD2WifWpPH+r/fDpvsnIdSZlablQShFw7oe3PN/pyP0u2Gwsvm+elljk8UXBplYk8Yd/3cm3r1vf0TaNDxxLC4Q2d6LVx6Yifcf3A/hDuZYVIZkkVBXFu89ui8eefgoJFf1VLS1rDxe+YQg1J3DW0/vi2888Vk0rK/iWIr1hZbV4VdvH4HojnzFPp38cClor432TAzEc16JzoPg+rghC1175XHZQf9Ez/AADmxfeW4sjPiprTjq02+gd0Sssi5RuJy30DEh6BlTjzHXLEfmP7Yjn9IbNF/2HiAE3ZMSWDovgtbZKcDmeIQlx+F5Fdv2b8SWI5pAoxpjMjjtoWEbueF1cCOhcpGkc3964ipU+FQ8W6JFXz0sAthW30fzmTAYDAaDYXckcFhdd3c3Zs6ciUsuuQRnnnlmxf6NGzeWfX/qqadw6aWX4qyzzirb/p3vfAeXX3556XsikSj93dHRgTlz5uDEE0/E3XffjXfeeQeXXHIJGhsby9aa0Ea0mjvzAx5qz2Cv38Zh5TMItesbn56IITkHE5/shhuyEOrq6gs10i6IIr6hG/v8wi6EGvEGTrKhcX5cgBAXw1/rwPA3iTxkSiKLSc7BiFcKCxVyx9fwBp4zx0EyDlq8MnjnQRTC45VPCEjGwehF7YXjcl2xB4st1/c/yTgYs6ij0CaH027Wg8R8J5QCORej/+krQ1avoH0k72Ls8+2FdA7VH/vk351zMPGJQhkkH3TaNVpqx6THO0FtApLhCD3Z9yJW1sHe92VBwwnY3V364V++a2735DDldzYef+E4NC3vrCyDJxr9Ip0QWL055H/XgpfqR2Lk5o7KPLzp6f33PaWI7MjitTenwu6xkOrt7ksT4PRmGywctNcq/Hvl3sVjFVxfFs/jHAlh04l5TJqwBb0ftiC+rrMvzFDlcbUK3uUdBybR+YlO1D+ZxPDX24C84j5lnmEnFUProXVo2OAguaQdRJTfj9V3XWnIAo2GQXIOSCa3R4bVGQwGg8EAVCGO5s6di7lz5wr3jxo1quz7Y489huOOOw577bVX2fZEIlGR1uP+++9HNpvFvffei0gkgv333x+LFy/GbbfdVp048pD0fhJKQV0XkW3FXn1Xb/xBWQ+xQ2H15Ar2F6WVky0A3G0l3MI/VoZjmOjaGpQWhIQLsWElmtLbR0mM8Abby4w2Lz+lgKftVGMfePsoBQFAXWb8hm6IkCewKOWPHeO1RTBexytDe/FPgTeoIKwCHgsj5srK4LVf1WNPKUjOAfJEf6IMf7nF/62ePNAT4JyUDqDvngrv6EWyLaN/fRmBRByKYW93iMWiaFp63/ZQVxZTf0sBClg9uWDHUmxH49JufPjzqRizLgO4brBzUuxUaXwzgk1rxmLCjq7y/arQOEoBEFALiIbzcHlvdN64OF+51LLQOSGG6Jwt2PLOcCSXFdWhl88/xogHIciOqMfG2VHUtVK0vFClV9NgMBgMht2AAe3ea21txRNPPIFLL720Yt/NN9+MYcOG4eCDD8att96KvG+aypdeeglHH300IpG+MSInn3wylixZgh07dnDrymQy6OjoKPsoYXv3HQrk3cKHM7MZ+52dya4gCIoGp9sngLx9IqOpbJ8naopllBAYd6Xv/hAiR2H06k71LTOeNYzwivyekc0KE0kIEPEbdjwjz1+PvzecEaSEl5cd/8GG7PnaLxQSMg8QD955YffJ8sjy64YyeQJa14jneMWI6+qVwV5/VgCLypBcixKuC5J3C2JPJfRE97zrwu7OFiYdkTyfQlyAZHIY9lY7ItvSFR0q3E4Q3zUktPDOGfWPNkz8czusrqy+18knupvf6kDTjxsw4lXJ5CeS40us7UXmryMw7G3aNyV32XHK25RrsNEzIYf0yEKIHTFhdQaDwWDYQxnQ2eruu+8+JBKJivC7q6++Gocccgiam5vx4osvYv78+di4cSNuu+02AMCmTZswefLksjwjR44s7Wtqaqqoa8GCBbjpppsqGyEL7+D8gMsEjLAY376CB6qvXHZdIlG+sv08j5WOmPHCgWopeT1RIgmhCzy+IKD3J3B+nvCSlcem877LDExZaB4vjypkLagHplaw4lNH9AahGiNZc7yOUhDpUiG6mN06x+CWd6jIFnJmvUGEUtC8C+Kl964D67HjdRQUy7GyeUQ3dJVPra4TllfEbu/FmL9lCoKNFVfejHQ8gWQV6qhf3Ym9HqyD3dMN5ANM82kwGAwGw27GgIqje++9F+eddx5isVjZ9muvvbb094wZMxCJRPCFL3wBCxYsqHol8fnz55eV29HRgfHjxxe+9LcXU+KR4MGKIdmUv9qIBBO7vb/CyEX5dMwq41PXkPXKEgkOXn26QoaXx9umMvg1jUctdESQKiRR97z3t0398Typ6uOVxW7ntUt0zWT3wa4SlX6qXQ/R/y7xLaAKoPJcsB44P57I8u9jxZXsefA8WJSIn1H/lN3+7y4tzOqZcxBtLYw/I45ZILIm7KwFXjXqIbZGW8JhdTnRiDpNPC7dT2PqMhBRt4WGNI5J4/2iM/6T9MonJaoY/8lrSrpHnSZTo5BWxSKv1NU5d+Y9YNhzGTBx9Pe//x1LlizBQw89pEx7xBFHIJ/PY/Xq1Zg2bRpGjRqF1tbWsjTed9E4pWg0qhZWXuy8zCMh2u7S0kxUOoi8RTXPxxtXIXpv6RiTvlnrymANLZ6nQRQuxyuvWsM2qOdHZmSrRIpOm1WeLZ1j5KWvpUiitOBB9RvIHkGeA900OvevKEySV76qPdWeK97zwm6rwe974AV3eYJGWLjkXhM9m6JnW/luIJXffQKp9J40GAwGg2EPZsDGHP385z/HrFmzMHPmTGXaxYsXw7IstLS0AABmz56NRYsWIZfrGyD97LPPYtq0adyQOhllse++2ZUqUBnK3hS10Pf4yMYZiVCWzY4vAudvYeGKY+SM+anIL+vd1/X6qELWqml7kO1BkIXK9Te/KhyvFsjOtyyPDkG8T+y9pZtXJhB0hCqL6/vwkI3nkxDkWZc+4/6wuIGE11HQn3pZUWTWOjIYDAbDHkpgcdTV1YXFixdj8eLFAIBVq1Zh8eLFWLt2bSlNR0cHHn74YVx22WUV+V966SX88Ic/xFtvvYWVK1fi/vvvxzXXXIPzzz+/JHzOPfdcRCIRXHrppXjvvffw0EMP4Y477igLmwuEykDVMQgEwshb/0h3HSTZtgp4hpr/bx1DTmUMAmqD1m/YikQUrzead35VgsBftk7PeVBYUaISPxrhTNyyRWn6g25ZonNeS6M7iBdOlJ937lUCKmi7RFiQCx/2mVG8Kanv/cCON1JN7FK+U/Cs1UpA88rXQTTmiE1jMBgMBsMeTuCwutdeew3HHXdc6bsnWC688EL88pe/BAA8+OCDoJTic5/7XEX+aDSKBx98EDfeeCMymQwmT56Ma665pkz4pFIpPPPMM5g3bx5mzZqF4cOH41vf+lbt1jjy8Hs/NIwE6SBrXxpeaJy3zftfO3ROd80V7kxciv2A2kDV2S5DFvLE7hOFwInEUn/aI9vGesWqMfxF+VTjR2TbdY9Xdv1kY0+CIgtZDILICykSYEHOA3seg3YH6Y7186rkPPvSsDrZcVYUrhnWGRT2fMvud9W03gCoRVCL8TIGg8FgMOwKCKUDHb+xa+jo6EAqlcIJjZ9HuLkFNBIWh9XVwMCoZnwRwDemSrDhc6Lv/UVkjPanLO9vD5FhW6t6a1GWKD8bLhhk/Egt0+5J6F6LIPcFL2wziLgIiir0jjM7nYhA4bWycyd7tlRllhqjcb5E97nnHfLepTxvkeMgv3UznttxH9rb25FMJtXtG0J4v03HkjMQIpKJA8yEDFwG44QM2IkTMtBcXplGPSGDzjvHTMjQLwaTPbAbkac5LMRjyt+modO9J+uN7W/RPo9Sv8YYiULi2G28v4PCM6768zCKwnV4IWxsuN1AvQRkoX6qtH54oYXsfp2yVGFMtRCJ1RzfQBDkWIJ4gthzWKsQTJGHiBd+53sudb3AqtDbMnQEeBDYZ1DnXhelYUWRyPiuVYeHwWAwGAw7mcEvjvy9YgFj4kXGDC9kTpZeSzRZvv9lY4lUYyVKlVZhhNfKOJeV2Z9wMRUq0aIzxkLXKNURSEFFSi1Cpva0zjrZMQYZYxWk3GrvN9GzqUmgzpNq71PePc7bxrs/dcLqPPyiyEy+YDAYDIZBxICuc7TbEHA8kWrMgDAUjjclMFO+NqIxROykDDz8Hg6ZwS0KgQtiJInqLlIxTksWLqQzVqOK8DxuG3TGr/jScMeb9ec8+etQhVCxSHv2NeuttXei1vDaJ7pmvHs6iAgFgncTsc9hFaJUZwxjVfeHioG+9jqdEAaDwWAw7KYMCXFUGCCsMc7IJnAtu7AgI6VlYwrKyhMJI8sCDduA64LknLLQGy0IAQ1ZcCMh2D25SiNPw1tELQtOMgK4QKizGH+sCqPhtCHbGEWoO19oh6oMDjRkITMs1leGo257WX5CAJsg0xhDuCsHq5eJk9Yc00JDFrLNMdjpQjuIoyE4vLKL2yghcOMhgAJWb764YGbwyQFo2C78nXf7Fv0MAiGgdrFdDu27T/3tUHkFRUKvmrZ44pUnYlTnhW1HEO+Pqnye+NUJq/WnYTsiePjTKCZpEG1Xvht47y3VGKGg3in2HMnEk8aEDIadh3JMUY3GE5GYenF2Ul+vTEMb6pRpnERMuj/foB5z5MRsdVvUSbSwcurnzU7Lx/mEutRjjqwOjbFWnd3qNOm0MgnN5qT7iaX+/RqyC8Xuzp2OBm2GQFid74efJ5JQNMRDFtqmp7D2tBRyTXGlF4JXT8/Yeiy5OI71x6VAbTvw2aWRENbNSWHllwplaeO9XwhBvjGKTV/JYOUVgFOnHpTKPsiUEHROrkfzt9dg5dlxOHHZgGG+QU5tgi2HJDDppiVYfn4EVGcwL4sFtO3bgOkL3sWKs+tAQ1bh3IuMWQ6UEOzYL4Hp33sHK66w+sRJWSJBGT5DMZ+KYv1X81h2WRg0bFXmkfWUF/c58TCWXB7DkstjyDXHKo9Dw9NBwzZWfSqJpRfXI59SGCuS8nYcmMS6uSm4vGuragsAalno2iuBzUckC/eY/xnTMdCLwshJRtA5tUE+MFo2kQAhoJEQnPoIqGWV7+cZ/Jx2eJ0BNGyXpxF5bkUzQBIiHKOkM94o8Jgk5hgqtsvQCckL6v2x2DYN/p8Wg8FgMAxOhtYvmCs2/KhNsGM/gpHHrEd6ZF8PDWuwsOF1/lCt9PAQ9p++DumxLmAH712lBMglKcaP2AEnyrk0GgtXEpeipycCNx0CYcdY8UKOOL3ExAV2ZOpg5TTGPQjEip0FlraNgN1pV7ZDVBYDcYGt2XpYecEYClF4nK8sy6HodiKgjkJUSYx5N2Jh8rDtqGvsKQg9nrBRCAo3ZuPgfVdj5rS1yCYDOmyL9TmxEKYdtQrfOP4xpEdFys8DeywCjwkN29hxajf+55Kfo22f+urCn0IWNn+2B1+/9gG0Hs4R8SrDmlK4sRCWfzaMT9/4NLbvnwjkgSsVE7Kw/LP12Pr1XvSOYnqkVb13xXLcWAirzkxi+WcTcOoj4nZIOjhpJIStsxrRvVcSsOSvVJ4AojYBjdrIN8UBO8A0/8V0tOhRpGG78D8rFMsqkwujUl5RfpmnwiJ9+413yWAwGAx7KIN/Ku9hFyPUPLzYs2v1eY/8RlbRc5QZHkd6ZBiNS7tBMrkKg4gNjylb08gqGEnd4+sR255FqK23FJrHhTctt2XBqQsjlwgjurWnEJrnRzWFd9G4cevCgEv7QvNYeKKGMTqdhgisnjxIzi0Pe/KnFRjlXkicEw/DyuRhZQUxdawRz14TmyCfiMDuzvW1g80rCp/yDEebIJ+Mwso4hePREDIlfMZndkQcVtZFqD0TrAyvuZZV8gbGN3ZrTf/KK6Nz7wSy9QTD3umsvD90IATbZ6TQOYFg3PNp2F2cqV9l4rl4j208OoWuyS7GP+sgvr67XCBqGPc0bGPdSUng0HYM/2U96tZ2Bj4UGglhyRUxHHvgB1h+y3TUr+rqC1dUTTZQfAdkh8WR+NaHmNSwDW985xDUr+4Mdm0JQddeSRx4w1v4y/vTsc+ducK7w0MRaue9e9ad0oj4x7Yicl8TkkvaxeGf7DEUy3BSMaw/pg7JVS4a/91Rfm9ojN2iIQvZEYX7M7I1Xbg/de9zT1jZpBCKnMsjv30rntv8MzOVN4daTuU9GMPqXBNWx6+nQyMcTiOsjtYgrE4nHG7ITvc9OE3qQYPuVN5DYswRAHl8PQC4LqJbexDZ1lswsDSf2VIvrwuQnIOGVZ19RkXQ555S2Okc7LRA1HjjGiTjIYjrwu7OlsrjJ+J4YvxfHQq7I9snRkShTazIIn1jSKgD2Oms+ByIjFfva7GMUFum9J2bXmGIE4eKy6hIzB9rQShFZEtPXxlVvPwIpQURodMOURmui+TSDvlEFaXEYs9B03sdaPq3BegINE49hFKM/mcH6L+sghEedPwVAJJ3Mf6vnci/HEWojfODrlNm3sXER4B/L9wfjeu61ZNlcI4l3J7Bmt9NwcrYFIzeGECglToqKGJbs3jqtRmoWxsC8pnKNBxK7w2rKG4iwNhEOzZFm+X1Ct4L3WOi2PvkFXjvX3shucKGlXfF9xnn+Xfqo1h1RgggwNTfRhFq66lMLxkX5kZCaN83ATdEMOyN7SDVeCQNBoPBYNgNGPziiBTDRLzeMY7ng1AK6pLCRApgenU5CMNeHApYRQNCZXfy9usY3rJOPp7BzGuraLtvP+GVJ6uXI25KkzCI6hO1rbiP6ylSwQsTZL1evBA8kWAs7ids+irgik3d4/KlrzgvgnSFSivLJg4FHEfcDoFILGtDzin3LgQ1hotlhHcI2qFxjYjrIr6xG7FNgokh/HkEHkaSczDyxfZSedr4nsNQZwbT7s0X3h+OU/Zsi94l/skYiOti/LPd2PHGRDSu7wRc6Alg71y5QMOaNFY+NgUtH7qwsg7/XpNAKAVxCCgR1AOIRRIpjMtr/QgFEjmklsdAthpxZDAYDIY9k8Evjjy8WZYEHof+zNxVNutUtV5indmxuJVLDFlvn8rY5SHzRMhClnSEh2ibqi1sGJ6obpnoEm3TMUT7i8x4F6UPcp5004qOTUcgsdtFAot37UX3h+i7qu3FtgiFgKwtvvKEoXi6uC5Ilt8pIhs/VOqUAYXdnUFdOlvoYGHyV3jEmHNOAFjpHMY+t6M6jzUAK53F1AcK70irK1t+zlRCi1KE23oxZmEYTjQMu7N7j1tuy2AwGAwGj8EvjvwDhDVDsWoy1bEuvCmARTNi+fGMFlb8VOMp0knDM5x16qomvIbnxeEZvqy3QBVWpTpPA0F/6mHzVtt2nkAWiR9RWlUbeQJL9F1Upq5n0CuHJ8ZEeVQdCEFhx/8FLKNCNLkAUO4V5Aoj//++fYRSIC8QMRrPNnEKAgvgeNBk56hYNsk5SCwpeuCcKsbCGQwGg8GwmzD4xREg9mww6ITReTPUBV7UlYW3mKuOKAqKbjt10qmMLA0jquy7Tj5ZGtU2lWeCFUvVGtgqRN6VIHm9UDNRGJuOgGGFRRCCCDMdrwObRvMZLSG7l4K0u78dICKPL++ZVsB2xtSsc0bzmlVdX/F+It61NGshGQwGg2EPZmiIIxaJAaYSPtyxACokC0QK06vgGX07wxui8lD5/+f9rRPyJkqnOj6dECBenUEEZLWiImhdQdsgOh4dQcsrQ1Sv6HrKvE0yj57u+QwqmIKU7c+vm0fl8a0irizwu2WgnvegAt4TQ54w2hke98EAsTDQ60HVbCa6hgZlGrc5oUyTb4or02Qa5evzZRPqY8rH1fevE1an0XkeLfVEcwin5aZWtEO9JmFEY93CUFht0ilnOASALvmsd8rZ7ACoV36H3v2/O81oZ95tQ4ahJY4UP/jeizCo+FF6kXjPNtvjrJqmG+Abb/3xSvQHkfdCJJ5k4XY655tXn47A0TF4dbxHtXgpVnN9RMfslaXT5qBikw2tC9ru/oRwViNwWMHFesp0yvKn1R3/pzF7ZBDKJmnQvQ9r9bzzwim1haLxEhkMBoNh8DDoxVHFlLIBw3d4s0wJ6woabhfUqGKNvyChTv1BFL7GtqFaYaHjTVLtkxnyukJsoHuFFOM+tL0jvHay4WmqelUhhTxj2V+WyPMjE8yy9rB187bJPGL97SSo9tqLBBKnQ0THK837mzvuqJRQ49lSiVyeBzBIuX4sUjGphMFgMBgMexID69PfXfB62D0CGEIiMTRg4wOCeJDZ42Lpb5t4nglRnbreH15olqoNbH7d9Gydu5NLnCcYeAJF13PCO6f+axUkjNCfT3S9+zuGR3ZssrL9+fx/+9vpKtrhpRXVw3sregKIt12zjH6PU+QRRGgGCR9V5RGdX9d3PQwGg8Fg2AMZ9J6jCk+RprfFH97iX6tENC4gkOHDG6+gkqn+49D1GA2EgSILjxOlZ9H13vHCo6rt0daFJyZqiW5olwyZJ0gWfsi7b/oTLsd7ngZChOp4sFToeDirRfTses+5YnIG0Qx1gcWU6jkJGl7p3686Z2YSBoPBYDAMEoaG58iPwBAQhbTI0lY1MUPQyRlYgnpSaoWqt12Wj4cqNE7VDt26g7Z5Z51T3RC6WpxvmRjiHa/oO88Dx/Mu8uoPIp543g7RMbBhYISIp9dWCXGVNynoGEE/Gs88L4RX6x3Da3c1Iki3DlfQJtF2g8FgMBj2IAa/5wgoGknq3nKeKNKZ3jswbI8yD9XYDn+aWuEZmipDS+XxYb0JsvxsWJRO2aJwMfZ7LUVOrTxKu0u4kcj7yBufIrqOKljhwu7jtaUaz5roflWJPn99vHE3IoJMsOIh6RRh3yXC8Ub9oRqPmcgTJfIQ8e4Zg8FgMBj2MAa/50gj1KNkjLC9w4HqARCyAJvIyxCNXSga/NS2QW1bbGTIhEFxP7UsUMuSG5Ns77uvPkoIqE0qBaCu8PDaYHPKEYXlccr2whgr6tQ18rxzqjofGuX0e7xIEC+W6hrzkJ0bVlCydbB1VwNPSAUd7xLEoxQUmecpKLz3BCt+2P1Bw2hrif+ayDy57D3UHzFlMBgMBsMeytDwHEkMU1oMw6FhGzv2TyLa4aB+dReQL1gzWjPQWQC1bbTvm0DPcAsj3kwj1JkpNy40epudugg2za5HuJtixGsdIHlOCBP7t09sUMtCrjmGD4+LYNi7FMklncGnJbcJ0uPqsXmWjVEv5RHbnAZxGOGiOB+UEKQn1mPrASGMeCuP+IfyNRPKyvaRT0WxZWYMw97LILq1p7DR741QhUkBcOJhbDuwDg0bHcQ/7K6qJ57aBJ1TEgh3OohtSoO4weMiKSHIjoiD5CnCO3rlZUiuuRMPAxaBlc6Vl8F63dgxdv77JGQBlgWSzfPrF3kZfB4ealmAhcK9wRPNbFtEQp6QvuPgeRR53h9docWeE5Eny7LEwl/mcWHPtcWWi+ATOQw0umF6QdID5Z1QLrQ6pQxytNajsW35/rB6bRxSX69Mo7OGUXaEupyeEer29AyT9xxkk8oikG9Q37duSOPe1khiZ9TXKdwtT5PboS4jFlP3qMQ11rUKazzTRBUiSzV+0zXWJ6ImFNewmzL4PUc6EIKeMfVouGA9PjyJgIbt0pkRCSPWyKZhC5vm5DD9nH+jbe8434DzxJDgrHdMieOwz7yN/Nw2uFGObuX17PoNPwvYNj2K2875BVqPFNdTMXaEOZaNs208+PkfYvMh4XKviarX2SvHJvjweII/XPYDrD+26E3zEHkrmA8lBBs+FsOvr7kNH54QAbU54lbxkqeEoPWIetw1/3/R+vke0DDHe6QytAlB94QGnPGtZ9F+ZSdoVGGMCMrIDouh+f+tRts1nciMrKsqRM2pj2D1lymy325D7yhOGTxvE9MpQEMWVn0qiZVfJcgOr+PXJRImPk/chuNSWHpxA9Lj1ItD8rxW1LLQOSWBD+ek4NRHgpdR3JYZWY/2/VIFwSc6DlF5KHYoNMaQGVFXEHyiMnjXy9tnWaCREGg0XBBaMmS7Ga8zOxGMzljIsnQqoemHfQarwctr9aOMXchdd92FGTNmIJlMIplMYvbs2XjqqadK+3t7ezFv3jwMGzYMDQ0NOOuss9Da2roLW2wwGAyGgWBoiSOJcRDpyGHt62ORWGqXvEbSokj5rHXEcZF6I4rX/7YvEuuyaq8RRyQ1fJjFi3+ZAbqoCVZG0KsPiEOXXKBpWQ5ffuwijHhNUK8KFxj2LsWnnv4Smj9wAHZQuGavffM7Fk574So0vk/01z1hrk/DhxTnL74YyZUQH4vImCu2O77FxXXLPg1nZYO4N0xgeHuE0g7+vH4G2jYlyr1oMpjed0KBrBtC3rGrDg9zIxZmjN2AT4x5G/l6yaMrC5ezLISnd+C/DnmsshdXZ7IEAAhZyB7ZiZ+c8kvs2CekH57nP88hC+tPoPjvy36J7fvXVeaR3WeeaAhZWHWmhWlfeQ/dExqqEpxuLIQV59lo/WIvsiPi0vtJhBuxseqTDVh3UqIg0vz5LebDwwLyjTFsO6gRbl0k8FuZEgIasuAkoqDxcMGTHbAjAcUyaMgq5OU9Dxqe2n6Jq13MuHHjcPPNN+P111/Ha6+9huOPPx6f/OQn8d577wEArrnmGvz5z3/Gww8/jBdeeAEbNmzAmWeeuYtbbTAYDIZaQyit5aj13YeOjg6kUimcOPZK2InGvt5MpjfVCw+CZRU8RnkXxHEqjHFleJ3NhBr5Q55kYxFKFRR75W0CuCiEGskGsgvChighhR5oxydqeB4Adrvfu2CTQg+46/LFgE5onU4ZIny93zRsgThuZWif7Fj85dgEbjQEK+eC5Jxg45WKx0kJgVsXBsk5sLIByvDhhTwShyLUmakMR5OFb/nKSE+sRz5qIbm8E0RDxFccE4DOKQmkR1hoea2zcE5KFXDuEzY8r+j12T4jia7xBKNfzCCyLc00tDIPu49aFlo/mkLbIVlMfJggvqGrPK/wJPjCA8M2VnwmgWEHbEHszibE13dVHotIJBSft3xDBNuu68HMlg1YcfN+hZDaAGPrACAzsh5jblyOpTtGoPG/62F3+UJqPW8xb0pv77tlYc3pjTj303/DH+45HqP+vqPs+ZXNjumFBeeb4lhxCYG1NYK9HumF3d4rfv45x0FDFrYc2ohsI8Hof3bB6sr2vYNUYXbF6+nWhZFrjCK6oQtuZxv+uvpOtLe3I5nUiIPaTWlubsatt96Ks88+GyNGjMADDzyAs88+GwDwwQcfYL/99sNLL72EI488UrtM77fpWOtMhIg4zKwWYXUkovbKWkl1yJw7TH0N97ywOnU5tQurk++P7lBXFNuuft/HN2fVbWntUKbBDnka2q0Oq6NZdVu0wuo0wvN2GoPTXB5S5GkOC/GY8rdp8I85YsM8mB97QimoSwC4IBm3IEwEQkgqkCgtiCqHv1tJ8aEjDiqNZn8a2fgOSgtz8vnHKmmEjVVsciio65YbYwG9R8ShgMM5GTovF+84AJCsxHj3tkm8PsShsHryhWNhjXZFG0ptoRR2t+9FLxNkAgilCG/vLf1dzUuWuC7qV3eVj9MJQvH4G1Z2oWElKo1n2b3m205cF8Peakfzu6Rc5ImMaHZ/sYyR/2zHyJdJn2iViXbOdSZ5F3v9vgv0sQbY7I+1/zpLngW7O4emOxqwKrYv6jZ0i68Lr23FNkW29GD5T/ZFOAtY6c6+/apOEU8wUYrUchf3Pn8sxq/J93XcaITRld5f3rAtG6D+bKLzypYVCWHbx7KYOmEz0ivHoGGZ2rABUCZU1x+fQPagLoz5dQLR99r18u+mOI6Dhx9+GN3d3Zg9ezZef/115HI5nHjiiaU0++67LyZMmBBYHBkMBoNh92bwiyMRjECCUxkqFwhRz7DGIpBlUIGxWWqsQpiw7Rd5jdi/OaKxIp9InPDaJRJTPG8ED53roBm+UyZGdMuVnUdRvbJj8gk+6XlUwYY5aqSvCPHz7wsqov2iMc85RxzvbFl+/z3mFjojpNdG5kmitODJE3nzePc60zZCKSLbevq2+c+HqExmO3FdNL1b7GnliVbRmki+9Zga/92B1FJS8AZyiuBdc+I7hlB7D6b+NAripmGlOUKe/Zu57iSTw9jH69CWHIdhqzv4XiMJxHURb6XIrqpHuKu3/7M77iLeeecdzJ49G729vWhoaMCjjz6K6dOnY/HixYhEImhsbCxLP3LkSGzatElaZiaTQSaTKX3v6NDouTcYDAbDLmPoiSPJj7bMY6TEYv52ix4YdvyBjJ3hslX18qtgw6W87yojWyX4qjl2noCptixZubr7g+YLYHwqEYU/sUJF9/ywIZu8ukQenqDt5bVJJlBVx6J7rOxxiDylvO+8Mtg07LpHss4R1wURpNF5/xCHwu7IaKcvUWw/cSgSS9qRAPq8krIODzZ/3sXw13dg+JsWSM6BszPeZQPAtGnTsHjxYrS3t+P3v/89LrzwQrzwwgv9KnPBggW46aabatRCg8FgMAw0Q2tCBgn+WZ68lenZFeq1ekOLBk61oVPiBgbwfKgQGbKqNnN6/0vfRd4CHY/SHmpIaSG7Z3bG8bNClrevVvXoiEOeAFF50oKIUb/3SlRGkPs+qLdXBG9CBrfyIxM2OjPWcfN77VO8Qwil4nBNlcikFCTvFqaHrybkczchEolg6tSpmDVrFhYsWICZM2fijjvuwKhRo5DNZtHW1laWvrW1FaNGjZKWOX/+fLS3t5c+69atG8AjMBgMBkN/MeKIA2uE6BglJXxTgJcmewhCEKHRn3J5PfUefmNKZBRVMZapDJUIEx2v7Dz01wtTSy8O7++BRDTuSueYePeF6H8vvY6I9sOek1pdQ959Krpvg3RYsKFwLrMviP3PG3vUjzev7vICfTsUXmLVsy4rz1+GUwzFG0Rrl7iui0wmg1mzZiEcDuO5554r7VuyZAnWrl2L2bNnS8uIRqOl6cG9j8FgMBh2XwZ/WJ3lM/xkoUIcAsXN+2elKtWtnx0Af2wOGx4lC3PSrUOnTFEdqvA4UV5eG0RhcDqhUANBrcLxdLxFvPQ8UVzt8cry+b0rbFvYv0VlibxeumF7QT2hOl62aq6fKATPe3a97WzYrC6iafx5310Ixz0OyBge3XtL574GCu9at8Ye853I/PnzMXfuXEyYMAGdnZ144IEHsHDhQjz99NNIpVK49NJLce2116K5uRnJZBJf+tKXMHv27IGbjIGobzSimq0uFlOWQRsE6535yDfFlWl0ZqLrHqk+pt4W+f2TbVbPemQ15JRpQhF1OTq3crZXfdzZdnmafFx9XlzeWm4MhGrMTphTzyoYyirOX05jJjrehEwMRGMGK+pqvHB3pxntDIOCwS+OPFhDkPmhD2yQsEIIQMVEDLx93n6VsacTohRE3LD462fHfuiKHN4+VehWLUK7dobxpWPk88bzqPIHbXu1Yph3nnWuq8rLIErPip1qrzMv3c4MP9TdzsM/+YoH712gakpRIPnfP953dnu/JpFRjSdTifw9VASJ2Lx5My644AJs3LgRqVQKM2bMwNNPP42TTjoJAHD77bfDsiycddZZyGQyOPnkk/GTn/xkF7faYDAYDLVm6IgjILDnSIrI4PGHzch6jYP0gAcxdHXLFBnuspAoNvxK5PWRGbNB2j6QXiKdukXUwovRH/GkEjkyr1614kMWVicSVyKCGta8tH4hUo2hPhDGvWSR16B5ZBPDlC0+rePlCyJ+dULwZFhEf9Hn3Yyf//zn0v2xWAw//vGP8eMf/3gntchgMBgMu4LAke+LFi3C6aefjjFjxoAQgj/+8Y9l+y+66CIQQso+p5xySlma7du347zzzkMymURjYyMuvfRSdHV1laV5++23cdRRRyEWi2H8+PG45ZZbgh+dBNk4It6ii+zkDIHhDciuqFhhrMi29Qed8QasV8TLV219Ovt3lTDyIxKLsjA0f95qvHCyulXpZXl4hrTKcPaX6f2tc+y8ctg6ePXq4n+Wdqb3MWiobTX7OJQWRZa8twCo2+dd84H0+uwOz63BYDAYDFUSWBx1d3dj5syZ0t6zU045BRs3bix9fvvb35btP++88/Dee+/h2WefxeOPP45FixbhiiuuKO3v6OjAnDlzMHHiRLz++uu49dZbceONN+Kee+4J2lzhD7VI7PiNEC9d1VjQE0UVjSNqQ1enDN1t1XihdIywauEJMdH+gUblxRNtq0VdtTZg/fcVb9wRL63fS+jfJ8JveIvGI3nbXfDTBaFW93S1dcnQ8RipJncopuOF02mNQ+qPCGQ/bFmSiRf21HWODAaDwWAIHFY3d+5czJ07V5omGo0Kpzf997//jb/85S949dVXceihhwIAfvSjH+HUU0/FD37wA4wZMwb3338/stks7r33XkQiEey///5YvHgxbrvttjIRFRiFocD+oPvj+bV+7Gsx9x9riFbjRWHHEPH2+Q1Ytr4goTe8tLwwvGqo1bgd3XJF+6oNwdLNsyvGb4hCr4Lce+z1VR0Hu0/2vOiekyD3x0B6PKsp2x96KxJIEuEUqONmQMIIi8fs0r7JGAwGg8Fg2MMZkKm8Fy5ciJaWFkybNg1f/OIXsW3bttK+l156CY2NjSVhBAAnnngiLMvCv/71r1Kao48+GpFI38wrJ598MpYsWYIdO3Zw68xkMujo6Cj7ACgYBOyPtshjxDkbykkZeH8Hhe2hZfcBwQxtjyChW6LedpV3Qfa9FgxEmdWM96qFJ493vnS8ODrwQqWChE/577NqwizZsLn+CuRaGfJ+cTHQ4WQ6ZQcMpxMJIHa78D3FuzbCyqq8/zyRZA3As2owGAwGw06m5uLolFNOwa9+9Ss899xz+P73v48XXngBc+fOhVOc1nHTpk1oaWkpyxMKhdDc3IxNmzaV0owcObIsjffdS8OyYMECpFKp0mf8+PGFHYT0/Wj7DQWfcUEJAUIWnIYoEAqwNpE3KNwCYFlw6qOgkZDayPAMJNZTFbKQT8Yqy9A1nAkBDVlw6iOgNqksg5NeVIYbC4HavtAdv9EsM6CLbaUhCzRsF/JXaXRRQiqPQ4SgHmpZhfWm+mkYBlrrSqds9troCpIgIlZ3m6id1Vw7v9ATeeFknQGitqgQlaX7LLPtCXrsuqJLNI239zeznw3zZbertgnhHZ9uZ4rs3BiBZDAYDIY9nJqLo3POOQef+MQncOCBB+KMM87A448/jldffRULFy6sdVVlBFqF3PfDTgkBbILtM1JYfk4M6XENekaR35AhBLmmGFZ8No6NH0uqBZJ/xjqfMbZlVhIrLrWw7cAGfVHgOyYastB6RBLLLg6hd1Sd2ljiedBsgo0fTWLZeXHkk1H9+n3GPbUJWmensOLTDcg1c9bZ0BQ76Yn1WPPxFLLNcf1zwYiO7Ig4NhyXQu+o+uoMbgA0bGPHgUlkR8SrFnvUJugdVV8Qv5a3UrBAZIpEKyHIJ6LIN0T65WWiIQtuVHCPanoZuKJTNBZNNWEFz+AO4vGy+vka49XLG2vFy8eKqaDXxd/BUgMCC/iggkrnuhiBZDAYDIY9mAGfynuvvfbC8OHDsXz5cpxwwgkYNWoUNm/eXJYmn89j+/btpXFKo0aNQmtra1ka77toLFM0GkU0GsCY9zwBVsHQ6xpHcMDMNWh9bTLqJLqqBDOVcM/wMI44bAleDu2Dka/asLN5vXYUDTBKCLomAl88dCHuXXUyhr1NAASb0cwN22jf18G3P/Yn/OiVsxDbwKlL1RzbQu9HuvCTWQ/h269egqaODMrWadPobaZhG6FTtuKPB9yH89Z9FaP/3hO8HYTgw+MsLPzULTi19zqMe6ZXb4yFL5yL2gRr54Sw8DO34OjHvop9fklAHEX9jAFICcG2Axrw3W/ci3kvn4u977CAnFOZXmE4psfV46D/9yb+snw/TLg7inBbr7h+TjsAIDssBve6bUjnwkjemiiUEXDcCbUJlp/TAHt8GuN+Gkdke4+eOAP67tWQhbWnpJBtcjHpiSzC23vK02hALQudUxvQMcnG6H90w06rFxWswLLQOSWB3iYLwxd3guTUCwryyugdWQdqEcQ3dgc7n951tyw48TCI48LKOvIy/Guh+SEE1LJAXBewqNZYowoh5GluV7D2kYZnsjTOUpZfNQ5RZ8IWA4hVmM1ViIbIJCH5TziJqX8TnYR6odhMo3qh055mjQVeR6ifr+wo+QKkTSM6lWWMS7Ur0yTDgndwQFp7Eso06xtS0v09YfVCvMRVm2t2Rn0NQt0aC8V2ydtDetTnjqgWkgW0Foo1GHYFAzLmyM+HH36Ibdu2YfTo0QCA2bNno62tDa+//nopzd/+9je4rosjjjiilGbRokXI5foermeffRbTpk1DU1NTsAZo9GQT18XYF9LY/r8T0fReR+V+qpjG23WRWNmF1f87DZMfzcPuzgYe20AoxYRnevGHBSdh/F/ThbVCAg5It7J5TPqzg5/cfBaGv93NT6fo3SY5Fy0PxTH/9kvRuLS7PATQH/7F9qx7/1MKknFgPTQMn737qxjxZlrzDDDtoBRjFlGc9OuvoeXNrFoYsQYdLRiYwxcDRz1xLYa/bhWORTVBBXOshFLUb8rjS698DrH34oDrVtbD5veXW8TudfH61vHItcVA8hLLVxayaBEko71IRDPi/DIoBbUtRCd34ox93ka+3tbO57/WbjSE0cd9iKvm/gXtk6Jib5MkdMuNhbDx9Bx+dOXd2D69Tttj5S+bhm10fr4DF17zJLon1Af33BQ9vtbXNmP4DavQM5rjXdSYhCHXFMO6a10su6AObsQO1obiG7h7UgIrP51Ej89zLbrnuSGeIQvt0xvRNTXVF84qaG+hkPL7jFqFcNzsyHrQsOAYdLyJYbvgyTPiyGAwGAx7KIE9R11dXVi+fHnp+6pVq7B48WI0NzejubkZN910E8466yyMGjUKK1aswHXXXYepU6fi5JNPBgDst99+OOWUU3D55Zfj7rvvRi6Xw1VXXYVzzjkHY8aMAQCce+65uOmmm3DppZfi+uuvx7vvvos77rgDt99+e/+OlmdsuAAsCrsrg8TyTMmorsjK+7H3eY9I3kVqSUf1g74pRag9g8aOrLjnVgFxKKKb04hsI4DrM65EYz+K9foNGUIp6ld1oX4N+spgB9f7y2AFUlFQNL3bgaZ3C8Iz+IEUymtY2YWG1YXjCjS7nO9YGv/dicYPiu3yt0XhHfGniW1KY68fWiBOe6Etsjz+bT6im3sQ/m4S++R6QHJVnBNKEdnSg+6bxoIU75VqsLIORv0kjpcSh6PuQ01PiV8UEwKrJ4/ue8bgN4mxGPZeV6WwLLZXVraVzWPY83X4wrovYMJSnwfMfy5lHjlKQXIO3H804Y5lp2Kvjemqnj0r42DZqpGw4nlM7gnYi1lsnxu2MKqxA2vSYXVvvzdDnd/zbFnYtn8I//mpP+JHbWdg3IfF4nUFhgVkm+OIXroRWzobEPppHLGNXeUeXw/R+QxZWHVGAxoO2I74b5qQfL8NxDtGXn6mbdSy0D01idZZNsb8I4fwiuo6RQwGg8Fg2NUEFkevvfYajjvuuNL3a6+9FgBw4YUX4q677sLbb7+N++67D21tbRgzZgzmzJmD7373u2Uhb/fffz+uuuoqnHDCCbAsC2eddRb+93//t7Q/lUrhmWeewbx58zBr1iwMHz4c3/rWt6qfxtulBUOE+UEvrR3iArIQtpKR4hk2/il4S4l8hpnf8GFhjROmN1foIVGFqvjyEVEYnGZvMKG0YFixbRF95xxPv9aHKuYlAL8dsjYx+wrngiMSRYKPVwYA5FzxMbHnmJOOUAornesroxrx67qFMDhZfo2QpvD2XoS3S4Srogziukgu9c0GybaHd88x3jaSdzH8zXYMW8wJAVNdG1+ZY59rL7Up8DmlFHY6h2n3uKCkIBxL5euWRQsdEtmbh2NK1oXVm1fnZd8NlGL0i734SecZGPU2J8xRhQuEOzJY9/xYWFkgskMddlRG8XjDnQRtO+pRn1Pco7zrYgGdY0JoPrQVXStb0LTKeI4MBoPBsGcSWBwde+yxoJIf76efflpZRnNzMx544AFpmhkzZuDvf/970Obx8c9WxxBoHSPdDn9ZsKLIiOwPgp51rmEqSqNTpm5bghiXqrJkyDxibBkBwrV4+Qh73SQCt4LiOakoQ5ReFdrVT+FZ1V2nG24mC7Fj83ptqeY6e7tUnklZR4XXhmxe3Q7Z9aIUka3pyv3+plnMNn+bKEV4Rw9G/SPTdzy+Dhh2AVhu87J5jH+mo+RR03pX+ct0KMY914n8KxFEtnUG7twgDsXwd3qwI9uC5iVps+aRwWAwGPZYBnxChl2O5lgGHQOkRBVRUVw0evlL6KRjDTiVl6RawaCiv8IqSHo/MgNeFmIoK1PVJlV7BWJL61i9NDyPV3/QESM67RLl0zlnomsjq8cf3seDJ4RUoyqDnE9ZJwMPnodZUjZhBycX84veS34BQ10C4k0C40IubgSdRHZ3ts+7KRL5gvygFOHtaYx4pQfEodCcjsZgMBgMht2OwS+OAlJmcOyMQcUioz1o3aLQLrbHvj/HVCuPkKz8/qDylsnCtFSCSUcg8gSQLI3Ik8QTDmw6UflBxFe1iEQo2+7+eCX9QsgTPQN17+nc19XWzfMY+ccc8bxLYPKImlT0RpbeUypRJC2M8W7qhKBy6iJ5KhewBoPBYDDs5gz4bHW7HMWPtDfzk84iixXwzp5uT7HnEeBtq7VRKwhpCtwTPhAhgbWCJy6CtFd13mW96TIRFDSsTwVljE9Ru2shNKvB3x5/W9l2i+phhaVn8Os8V9W+zXx1DSgW8z9bn8vZpqAmHTg6XkmdsEojigwGg8EwCBj8niOeMFAYFFKDQ9S7yxo+Ou3RaEsgVGFmuvl09u9ORpBq4L6HP0zN+87uF+XTbQcryFiDUUek6XpWZN9590KQaxbkvhSJMx1Pmqg8L60FBBolpRpjJGMgu4p0yvZ7lSQEGifpIfPkBQ3bVKUx440MBoPBsAcz+MWRAn9Yimd0BBp/tCt9b0HCwdjefNX4jYFq065CFWan6jUPOjbFf97ZUCVVearQQFnYnai8gbwmKsOb/Tuox5ItT5ZuZzyPtTifAdoZ6H0EVLzPCl8UXtFqYc+FEUY1Q7pArEdY/hNOY+oFP5169QKv2Qb1DZtLKpMg26yeLr9xeJd0/8wWdnXzSg5JrFWmGRPeoUzTS9XnZlVmhDLNG+Hx0v3vOaOVZWR71AvFhrs0rlO7en27SJ38uEMaiwvTdI8yDYjOi9AsFGvY+Qx5cQRUxumXGSLsuACdsQL+dDJEngqHArbGD6OOkSwTBSJxsLsKHIAvNlShWX5Ex6VjiIjK1R0vJuudZwWG6Hr4/6/WM1jr66vruasFMu/ozrpndeqpxoMlmlndNxaIuwBskaAiqlBgFV5jqWedGIFkMBgMhj2aoSeOJD/swoVe/ajGDbDpKipRGyOE0kKygRrXowp36o+RORAGql8I6ApCL3xOJFpUHjcvva5x6PcKsW2WTb7Aa5doPJqOJykIunl1hVgQwcYTuex+r0xVnTr0J9yOzcubjptFNbkCL6+/04V5v+jMWOf/ri2SVM+ETOiL7m/VQrgGg8FgMOzGDPoJGajf0PT90CvXDaGCBVl1jBxugZzwIkE6aismB/DKEBnRul6QoGF1ugZyf/LXKp/IWyI6Zp5XJ6joEF1jlbeKbRf7t4hqRVHQY+Wd/6AeBVl+VjgGHaMkQzaGh7fd5Xx404P3580pytvPCSH877SqZq2rldfJeI4MBoPBsAcz9DxHRXSm7KaE8D1E7LS8OoYSawwqBJIU3fEdMq+JzGDvr+ErYmeFPfHOg2isD6WAZVWmZ8tSnTNVe/z1654HVsSw3hZRPdUQ9Pqy6asd38IKoVoenyr0lQfPe8OWt7OEkYZY4s2yqS2MZO8hnXFx/XkmDAaDwWDYTRla4khmDFjo+8H3L7zoFz+8RR39xo5uj7fI8IPPuAka9sV4xYQGkio0K2gIG68spj27zfilIKKP55HzyhAJA5F4YUOQRG1S3T+1CjELShBPDu/4RGGEA+EV86MSMUHD4nS2BYUVcC5n+0AgE94Gg8FgMAxhBn1YXRmMAVAa3ByykJ6QRM/YhnIvgoffYOGdMULgxsLo2CcJNx7ml6GAEoJscxw9Y+tBQ5bYOC/LVG7MUEKQT0WRa4rphebx2mFZcGMhuLEQqMVph4piWBQNWYXjqBZCQC2rrw2ynmo2xNCXjhbL6W9PNtURN+zfOl6iIGND/B/d8nl11Sp8ShYqKgoT5OXpr1Feay+F7vgi3dtb5omyUB6m50/DpK8mVE577BHPo1otlhFaBoPBYNhzGfziiDUIWWPBAnKNMXRc3oH15+fgKKawLDNofHWsPz6Bj93wL2w6okEuTATGtRsPYf2VWUz95vvomNLAN2pE24rbsyPiWPNFB+mvtSGXivHziURXsRw3HsKyK8NYekUEbrw6x6IbC2HpBfVYclkd8g2R6kQaIdhwXArLLkwUygAKolNUFisUisK3bf8EVp2dRHpcg974LJ7gbIhg4zEp9I5UTKXKijTfNhq2sf3AVEG4Brm2/rbYBL2j6pFtjpeLxiDnlxA4dWE4DdFgednz4olf0b3FijnO8XgCOPAx+AmSX+SNkZ3HIGMK/fmDjHPyl6GqRlN0eB0/wvS84+Vds1KBGiJf9p4xGAwGg2EPYfCLIw3sdA7pd5oQfq8OVtap6qzEWyl+/+7BqG91Kw0gXo+/fx8A4lJkN9fhXxsmItztVtVLTPIU+WwIXb1REJfTU8/zNDDhNW7Uxr4TN2LqxFa4EfV6CBV1AMg1hPHxj7yBLx/1DDLDItw0qnJo2ELo2G245/T/Q9eEWHlbdbEJNp+UxbOfvxWbjrDLRYnqvHjbLWDjR+vw7FdvxZpTQ31liMbO+L+TvlDJzbMa8N833oMVnw2BRu3yekUheN7fRUO3e2IDDl/wKnqv26G1NgkPJx7G6i8BW67rRT4R5bddAY2EsOzzCSy5tA7ZYXG9EEpW6IVtfHhSY0H8JtRrZnCxLGw+PIUPT2wEDdvVGeSWhbb9U2ibnhLnV4W4WRZ6xjQg3xiTCyTRuKKieM43xkBtW+g9kk3jDatwThGygo07Avq8tHbR4ysSRqprS4i8A8NgMBgMhj2AoTXmyIffALAyeUx+tAMAQPJFC0YyrW5ZeJ1b+GfY2x1ofs8CyWVBXJ8VJPLUMJCMg6n39wJWGFZvN6fBjBHtCS0f4fZeTP1pGNSKwk5n+vKx9UsEUqgjg/QtYwEAsfZ0VeExkR29ePV/ZuEVG2j8sLNSDKrG/hAC4riI/6YJ/9nyBbQs7xRX5pXHEy2UYuTTEZy86jqM/leuPL1oggb2HLtA8wd5HPHUVzDiTYnRp5hko36zi6sXn4OGFSGQnCO+BqL7g1LYGReLt49D6/Yk9nI4Y8Q0icezaKzrAbXViwpWNoTAiYVw4MGrMDLegXefn4nI1nT5MWi0Kd8QQehj2/G9fZ/Gj178LJJLMuq6mXPm1IXR+Jn1OG3Uu3hsyYmoWyu5TwBup0fP6Hp85KuvoC1Xh1XfnIbo5m755AhsGYSgZ3Q9muevxltrx2HvO0IgmVzl+4M3oYu3jxBsODaFkaeuw477xqH5rTbAopVpJbixMFZ/sgGhboJxf+2E3Z3VE0jedbIJ2vdNoWuchZH/SiO8o6cyjWICBjcWQnpcPerWdgP5Xr2GG/qHpejAiqg7UfIxdSdYPq5+x+Tr1Pcbacgr04xNtUv3z0ysU5bxkbplyjTjQzllmqzGMzQq1KZMk3bki/G2phPKMjbsiCnT5GPqnl2da+lGFYsLKxYfBgBiq9tCdab9N2vAGnYBg18c8X7QK3p3KQhlnkCeUSIZkE3yLogjGAeiMHwBgLgu7B7fy1rkyWD/9hn5xAGsdKGMqqbyBUAcitjmNOByyhB5TZg2EgdIfdAJWIXyykSI5hgc4lAkVnQisZIUFsUVpRUJo2IZqSWdSC2zANfnjdMRE8W0hFLUre3GPvfaILl0sDKK5RAA9Wu7Ef1RFHa6s++cePVoXqvYpjR6/2c0JmZcWL294nPqPy/MPWP35ND48wTyoSSi7V3BxS+lsNNZfPirvbAuBIxY5VvNnlNf2TbfOQt1ZmA90YSbXv8cJqzt4udXYPXk8eHCcfhJ0xjstdVnzIsmTwAqwmHDXXn88f2ZcHM29k6rjaWKMm3AyrloTSfg9oQA+Iw/ngdIMINeLgGc2PIBHmwYH6wNRfKJCKZ8ZA3W7mhC7rU4rHSufGIXWThq0XO06WMUJxz+FhbvmIHhr/SCePs9JNeHEoLtByTRfmo3Gh9PIvVKFzedwWAwGAy7O4NfHPnxGQj+1eQJpaBuNSE5vr9loVnVjOvQESJsmF7REOeWJ4MRL8TTibqDtFkj2GuHE6ANHEOaOBRAAM8XpzziUFCXCVMUeY3818q3n1AKZJxKY5N3vQTlkbyLULvCO8LzMjLnI76B41Xk1Suhbl1X2bUK6nkiDsXwN4qeVpVnUtAWkncx4lWmDB0vp3+362LCE+2lv6XHzevEpBShjl5M/VEIhOZBsupe7QrhRSmiW3tg3dyIvbNZeRki7xOlGP90N/70/gkYubKjcBwBZ6sLb+/F5vsnoqGXIrLF50GTXVv//ek4aH7LwgtdMzBubVZemaBMO0uR7Y7AzukLfoPBYDAYdjeGhjgSDLb2BJJyRqf+TtkbxAAN0nuu8i7p5vHq9fbLRINom66QCto23XIlYkfL+FaE2FWIAL/AYscICdpZ1g6F16tCpPGOW3Wv6Hj+qhkfQgULJPPaJ9vtuuLj02wXcZzK8xDkWaUUVm8VHiP/pCyu2xeGVoWwAaWwuzNILskGem7KOngcByNeay+1RzmVv/+dWOwQGfFqG0a8RoC8y19OQFImcV00vteG5KoIrHQXHLMQrMFgMBj2UAa/OJIYWTxR5Dc4uFQrlHQFksiQV6EylDVD4rTyCsRmTZCJAZZa9U6zYWiscFHl9beFDWMSCSDeddapM2iIoo6oChjOpiTIvSETRrK2s+ehmgVadZ5l/0LPMtHDijPR+kWidgB944wksKKn9L4qjn2san0kLyw378usK8Z930nehd2ZMV4jg8FgMOzRDP7Z6mRhOUF+xF3UfmFGXRHghydMZMao7tgWXU/AQIkith1Bz0tQj5nIS8V6w4J4qkTpqkmjI3Rl+2SGbC28fNXm7Y9X1L+d3c9Ory+CfY51Fl31r0GkWw9vrSTedtGkDYI6vI4bz+Nd1pFTzC99rw3UM+w9K6rwRoPBYDAYdnMGv+dIAs9DpAyx2x3lpGfUi3rVVfkG2pgJElZYi/JF414UoXNa9eggKpN3fWTCKKj3Sqet1V5rUSheNePpZNsHWnxLFlkVzlLH8x7pTPjAq0d3/SOJWBN5vJWo7ifZPVmqSPN9YQSSwWAwGPZQBr84EoUQVRNSV2thVOV4D619OmF0QcLH+kM15QfJwxsPxf7t96iwaVhkAlMURqfbbp5nRybuRKJkZxO0blWIJosnPvrrqfOXFWQfbzY5MNtUAkZHBKlC7qr0TntrG/knmREnFoggnWfDS8frcDDjjAwGg8EwCNgd/SADD2NAEKo5wJylP2F2te5Z5YVK9TeEqT/1B0XVW90fYcCGyom2sell9fK2izw4Ki+eqCz/hy1LF/YYdM6lKOQwKOwxyESs6E2ka7D76c9bTSd0zmL+93BRGbanqisgoncVu43bycPrIKjmnvLKYMvj1WUwGAwGwx7G0PAc8f72NokGOKuoRhhVE8ZWjXFYTfnV4g/p6285qjp4yAxu71z78wf1ltXSc7MzDEbVeKJqPInVeBd1wrdEeXhiNahX1KNiweYAiCZS6O/slap6JBM4aL2b+gPrdQ1Sn39BR7NwY/+xNG4yxSKa1FZfP500roal4MrXOQUAhMLqGyMZli8gPCrUrixDZ4HXFrtemcah6pdGp6tYfBpAS6RDur8hrJg+HwAi6ra46jV/4ercEyHV8AKNe5PsYX3vJhTY4GMPu3urRPEDzx3cPFD1suEo1fbaBt1Xywe/Pz3OushEj6wtOl4K0bkXjVUS1curz98emXDs75gg1vMlOh6d/KK6WWFZbVt5dfOuE+8YdLfpwHqE/OFyvJA52QQJuh4inXFNLDWY+EXpCWfPf1BPKO8a7OFhdQsWLMBhhx2GRCKBlpYWnHHGGViyZElZmmOPPRaEkLLPlVdeuYtabDAYDIaBYPCLI4WBxwqiQAJJ5+zpGB0qI5w1xFXlDmTvskqEsOmqodr2q7wiqn0yYcQLbatGpLLohrDp3Ec8sSHKUyth21+RJ6JW97DqGeVNpCAbSxS0XhfqcDuNWepUaI01guD9xgu7HIJhcS+88ALmzZuHl19+Gc8++yxyuRzmzJmD7u7yhZcvv/xybNy4sfS55ZZbdlGLDQaDwTAQDJ2wOp0QEd31SPxpVWMlZNtF4UKA2Giu1rgNauyIzpduObUwrvznJ4igZNPo5NUVP/42qe4p1T7VWCRZm9k29EeMydrYn/2iunmijvcc8LbXStSJptCWTcjA4hdAvHeHals/PUSiEGCZQAo0tpJ3vmWePkWI1+7OX/7yl7Lvv/zlL9HS0oLXX38dRx99dGl7XV0dRo0atbObZzAYDIadxOD3HAFaooiG7UIcLTvVL3uG/NvK0lqgth1cvPh6arVC+0QhRcV81G9YVitQdnXPMS9Uzr89SF52u788HQEro5b5VeF5/jS8MlgRwZZda0ShcX7Y66ASi95HJhpreSyiiRWCrJnElqPKqyO0NNHxegcOFdYNKx0CtLe3AwCam5vLtt9///0YPnw4DjjgAMyfPx/pdFpaTiaTQUdHR9nHYDAYDLsvg99z5CEyJGyC3lH12HB0GCPedJFY1lFYqd4Lg+GNGWC2UdvGlsOT6G0mGPdcJ6xMnh/OJzGm3YiNLYc0INQDNL/bAZIP3mPuxkJon1KH2A4HsY3pqmbgoyELPWPqEWnLIVTlavfUsuA0REDyLuyeXNVeLmoXjGWSZyxG1oMmEAiUkNK1Ig6T3/8/7xpx7heiY+hLjFFu6JPKOyVC5lUDKo3car1wOmI/SPiejviXeVS97+yzFfQe855h2fGpPMkQ7JcJHXYf2xnTT2+S/x7TEkaiDgOd8ylKu4ePPQIA13Xxla98BR/96EdxwAEHlLafe+65mDhxIsaMGYO3334b119/PZYsWYJHHnlEWNaCBQtw00037YxmGwwGg6EGDH7Pkao3lRC0Tw7jE3Nfxvb97Mr0qvEHhMCNhdA7pwOnnP0yesbEKz0ACigh6Jxcj0uvfhyTLl+KXCpWafjxDERm25aD6vGZ+c9g00W9oOFq5gkm6Ng7gWP/659YfpFd8KZVUUbP2HpYN27B2mtcOHUa0+dwcCM2ll7UgCVfiPPL8HslRAa4TbDm9BSWXtKATEtd+X6Rp4athhB0TU5g9aeSyAyPF+6dIJ6sIvlUFOtPSiHTEpcbrTxvi+dZDNvYcUChHdr5/RACalnoHVmHXGNM33hmyqOWBac+AiceLj8fonyC9tCQVbjHqvFyeefEskAtq3qPkvds8WZfCjIlt99jJBpfJHskvfOo+dhyp/T25dX2GNXCS8w+SxbZ40Ps5s2bh3fffRcPPvhg2fYrrrgCJ598Mg488ECcd955+NWvfoVHH30UK1asEJY1f/58tLe3lz7r1q0b6OYbDAaDoR8MfnHEUGE0uC6aP8jgyYdnY8TifFWeEiubR2hRCk88cQRirZm+HTqhRygYOrFtOdz2+ol4bfFU2D15TsMV3gZKEW2n+O3qQ5HbUA9SZe8tcSg29DYCGUtvnBaHfJxg7qh3MbVla0GkVRFm5tSFccLh7+LyIxYhl4xw06hwYiHsd/wy/OTkX6JtikRgya55yMKGYwieuehWbJ4VLX9iNA1LSgg2fCSOP8y7FeuPCQPeVKqyEEmmbEoIthzSgLO+/ixWfY6AhqoTBLnmGHq+3IYVF1hASPD4K47LqQ9j2aUhrDwrDldH/HLKcuNhrD01hVWfTPSJcP/1UAlIFDyLG49OYfORyaoFEg3b2HJYCm37JfvCaoOIG6vgOU5PSMJpiOqF1HHKpmEb2WF1hdBcjbdyhRfSCw0OWVW91SkhJbHqeWzVmRhPLRtavIdy1VVX4fHHH8fzzz+PcePGSdMeccQRAIDly5cL00SjUSSTybKPwWAwGHZfhk5YncjgcoHw9jTG/yVTMDRE4TXFtLxySd7F6H+094WAVSGwItt6MfXHNuCmYWWrWyQktbQT7oI6NDtpwKlOHCVWdmH5t/bD3p2ZvmPhhXlJQroSq7rxu++cgnDaRbzDN9OTLFyMKSfUmcHin87AGyFgxNZOcX5JmXZPDqse2hvXNu6Nse/2lLedHd/i/c3eJ66LpncIjm2+GmOWO5X3gCy8y7e9fiPFee9cjMQaFK6NbHICAVYWWNMzvCBcBeF/KpyIhf2aW9HZEwW1bZAcKs+hYqxPviGMsw96DS9unozcs82wu7N9+fztkoicnpExHDL3fYyNt+HVvx+KaCvTISC6T3zbs00xHPP5V7G2uxnd745BqL2Hn0dC55QELrvmT/hT60zk/l8LQh3yNVbKQt8sFLyt0xI49D9fxxOLZmHvX+dBXMnzyxVdFtacmsSU41dh+90TkXq/TfzO8dXvD/XMNddhxTkh1K8KYdxzHSC9hfNJdMQmANgEm45qQtc4iolPZxDZ3C1P7/cKFkNYM6PqsWPfKEa8mQa2ZuT5d0MopfjSl76ERx99FAsXLsTkyZOVeRYvXgwAGD169AC3bg9Aw9NKqfp9ladydZ+l6oiGXo3f4BxV/85qpdHojcgp2qw6ZgBa55fopKlF1OtOHI9INLzQ1NXpUarBGgmGIcPgF0fMQ8yNxXcBIlq1kDcmgH0OiwKprE6RMSLYR1wXpDfgYGj22BwKK50rlRe4B5dSEAeIbu4pD9kJMjCeUpCcg+TSTr0xOkzeUnKHYtibhYHLQtHKy+urhzgUI19uL3zxvxe5Itl3vnzXiDgUw9/owPC3LSCf6TsmmbjhXOPmdzpAP4iB5DoKZfAEFVu//3wAGPZ2Bz64bn/s09MLiMZhicRicVtsUxqrvz0NozMuSKa6MWXR1jRe+u/DEU67iG71DUYPcL/VrU9j6U/3wwdhYPi2jr78/mOXhaZSisiOXiz87WEgeWB0V7u4MsmskvXre/GDJ09HZIeFCd2SMvzlMGODIp0OnluzD2JbrGDj/HxtIi7QnYuA+Ds1NGbO88bVZVMhHHHgcvwLU+GGbdi9eb3nBn1eo7YDczhqxhIsfWc6mrakQQB1Z4bPc7XtwChGn74GW3smoPmfbcp6dzfmzZuHBx54AI899hgSiQQ2bdoEAEilUojH41ixYgUeeOABnHrqqRg2bBjefvttXHPNNTj66KMxY8aMXdx6g8FgMNSKwAEYixYtwumnn44xY8aAEII//vGPpX25XA7XX389DjzwQNTX12PMmDG44IILsGHDhrIyJk2aBHYhvZtvvrkszdtvv42jjjoKsVgM48eP799aEkyYkN+AKf3Nm843yNkReVZ084q8D35U45iK4xAqDHjvb03BRVw30HgablP9ZeiEr3H2lY5FNx9PdDq08HF5sUwcgcMRGIRSIO/yDV9d4egCJOOUG7867fHtI3kX4R29sHrz5cejErL+plGK6OYehNt6+edE1rZi2cR1kVjeifiGbvnxyEJJcw6a3+7A8Nc7+joW2PtWcW5J3sWYv7Vj9KJ2+bFInmO7K4Op93diwpPtII6Gx9YfcucW2hj/sAvjvm9h/F/aCyJbF6+svIsJf+lA6L+akVzWqb/ArI+6td1Y/4O9MeWhPOx0ttQJpBNuSIodGpMeBZbeOR2NH3QGE3m08IwNfyuDzQ9PQPO/0zu1Z7lW3HXXXWhvb8exxx6L0aNHlz4PPfQQACASieCvf/0r5syZg3333Rdf/epXcdZZZ+HPf/7zLm65wWAwGGpJYM9Rd3c3Zs6ciUsuuQRnnnlm2b50Oo033ngD/+///T/MnDkTO3bswJe//GV84hOfwGuvvVaW9jvf+Q4uv/zy0vdEIlH6u6OjA3PmzMGJJ56Iu+++G++88w4uueQSNDY24oorrgjWYIVhUOZFYg0SXo8zO+aENUzZ8Rps2JawIRJvk2jAu6icIN939/EB1RpZvPMuChEEKgfkM+eFK9JU42LYcSG1gOdl8n/XuM+4Hj2R8GOPUSZcRHkE25XiTHVvUp/o5bVHtg6Zvwy/KGLXPxLNIFe2xhGF1Zsrz+8vQ5TPB8nmEco5ep5udl/R892wsuiBc8rzVMy0yCvLoYh92InYBvQJXva5kUEpoq1dGLmZgLgu8s6eF8JCFedo/PjxeOGFF3ZSawwGg8GwqwgsjubOnYu5c+dy96VSKTz77LNl2+68804cfvjhWLt2LSZMmFDankgkhAvp3X///chms7j33nsRiUSw//77Y/HixbjtttuCiyOAb5hJjA4hOh4lUTiQpoGha1hqIfKq8DwN1YoklTHOptNJrysUeeXxBCpbtgqdc6IaZ6QYc8NtiyhET/R9oAkYGirNo7qvdY8riIdWJYxY8cTzHutMzCDSAaKwOFG7KOWHzXHwxI5fIMEq93YGFkiUohRdrPDIitqvG8pnMBgMBsPuyoDPVtfe3g5CCBobG8u233zzzRg2bBgOPvhg3Hrrrcjn+wZkv/TSSzj66KMRifTNUnbyySdjyZIl2LFjB7eeoAvtaQsjF8HDXFjDgudNEhkR/TEsVOF4ou398R4FNWp1w9BUnhpReZ6A0KmPDaFTHQvvWrLlidqiCi2UXSM27M/fVv9+Vfmidgellt5GVWij7jUJisorrMpbazTfMV6oqbdgdJnocYthpD7h5M8jpZr9tX5/GQwGg8GwGzCgEzL09vbi+uuvx+c+97my6UuvvvpqHHLIIWhubsaLL76I+fPnY+PGjbjtttsAAJs2baqYKWjkyJGlfU1NTRV11WyhPVFPMrsP0BsLw+tlD9ATqzUWSVQuz8siylONBylonqAhWrx8OudcVmc1bdEJpwvqSdGBJ4B0EHkuVXl2tWGrK4j8VNtmnhBShcSJ0uqkl+UNgMqTpLu9MqHi/hI9L7zvg2ARWIPBYDAMXQZMHOVyOXzmM58BpRR33XVX2b5rr7229PeMGTMQiUTwhS98AQsWLEA0Gq2qvvnz55eV29HRgfHjxwcvKOjijSr6YxwHEUbVlKsb5qYqRxe/sc8LF/Nvl42z0jkvOmFtsnyismspHnWPUbcNInEsOkeysLZa3XtBQ/BE122ghJs/VFa1iKuqnCACSUJVIb/QC53TK0jTi7Q7CGqDwWAwGGrMgIgjTxitWbMGf/vb35SL3h1xxBHI5/NYvXo1pk2bhlGjRqG1tbUsjfddNE4pGo3yhZWkR7UaAyQwIkNPp+4gxkc1hngtwup04I0L8qPrQRKV7eWViQ02vawsnjDYFSFoMnGjU67MW6g657UyemXjltj9O8PQFo350Zm8QafsGuCJHPb9JHtnedtrIpBEnRf+76J9BoPBYDDs4dRcHHnCaNmyZXj++ecxbNgwZZ7FixfDsiy0tLQAAGbPno1vfOMbyOVyCIfDAIBnn30W06ZN44bUVcuACqRalFsro0NXjFXjadGtv5o8qrYMhDeNV77Ii1Gtd0om5KoNuZTB88j116iV5dc9voEU5aLJU3gCSBZKy6Zxd07HSn/KZwWSV5a2aBKJcd0xRhaBaNk4QwB0poVXTD9P2PXQOFhZdRo7q26KnVHfs729apNjS0+DdP+KzEhlGS2hTmWazlCbMk1OY3HWpTl1e9b0DJfub+uJKcsgverFb7WuU1b9HlDdEySvfsDpnrboqq6NZBgSBBZHXV1dWL58een7qlWrsHjxYjQ3N2P06NE4++yz8cYbb+Dxxx+H4zilhfSam5sRiUTw0ksv4V//+heOO+44JBIJvPTSS7jmmmtw/vnnl4TPueeei5tuugmXXnoprr/+erz77ru44447cPvttwc/QskNv9OEka5R2B9xUk0YlijdQIkkWX08goT9BRUVbNmqMVmibTIvk44nS1WXaL/ME8ernxdKqTr/ojZQ2me4BRl/FSRNf3+EgniBdLxGvjQV740ahdOpypK9r0SCLdCMddXsM54jg8FgMAwyAouj1157Dccdd1zpuzfO58ILL8SNN96IP/3pTwCAgw46qCzf888/j2OPPRbRaBQPPvggbrzxRmQyGUyePBnXXHNN2XihVCqFZ555BvPmzcOsWbMwfPhwfOtb36puGm8fVYuhWoTc6AiOWgmS/oqbgRRGQcMJZb3Vusa9bPwKz7gbyDFY1RqTvPFEQULiRCGD1Xi9qkUVYsdLE0QY12JyBtW6RuAIkf5MzsCiOWMdUBlK57WrqskZZM8U+yzujI4Tg8FgMBh2EYHF0bHHHgvZYnmqhfQOOeQQvPzyy8p6ZsyYgb///e9BmyeFNR4oIeI1S9jFGqsVSEEMCh3DWccQHIjQrGrSs7BtV42DUnmOdA1n1vjmCQ1Ze2tN0HMetCwdQSkqQ1dg1CqU0F+WzBvGy9OfsWoeOiF1uvurJGiYXjWdPFohdaqxRN42HS+SZQSUwWAwGPZMBnydo90NttcVhICGbbh1kcKPu2hMguhMEQJYFmg0DBq2qzOoCQG1LNBQ4SMNwVMYJ9SyxG1g84qMHdkx6BpZfpHjN35ZA7hWXhtZO2Vhbjx4AmogCCIGZN4g2XbvWIJcA53yqwmLU21TCf+dcU1Ez7pPGHHD6njlKKh4F9UIdg2kfq9x5Ef1bvIw03kbDAaDYQ9lyIkjgInDD1loPSKFFZ+uQ64pXplYI0TGqQtj5ZkN2HhUqiBu/GgYPpQQ5JpjWDcnifZ9EqB2QGO+mDbbHMfWQ5PINcbEHgJFmTRso3tiA2hE4FTUCA2kNkGuMVZeRhUGILWswrViP9zEtNzQL6b1jMT+GNZ+Y1OcSG4MKvPXMqTSK4/nIROdx6DeJtl2f362PdV4METtHUixFHTMkj+P5lTgtRRFyvtroNhZHQkGg8FgMOwkhoY48hlprAFBwzbap7k46qPvoaclUvlDrzJyCEHPqBjOPuWf6J3dBWr7TqnMuGSMxNbDovjF5Xdg86kZwAp+WahNsPrjYdw2/y6snRPVN5R8xg21LKw/Ponzb34c605KFLxQbFpVOwjBpo+kMPHmpVj5qYY+oadLsY58QwRLL23AulMYwckLkRO0y43YWHtqCutPSMGNhfryizxWHMOdEoL0xHpsPjIJGrbKz6tsrAxDPhXF9hlJuBG7zGtZUQ4L4+HsGVvfdyyi9svCXj3hyvNy6oQvekIxbBeurUo4SfbTkAVq+2ZgCuLh8Mq1rMJH937nCZdSWcx23cdQ5lkOkp9TDuv18TxBXI9Q0HbIhHRQ2GfRhNUZDAaDYQ9laIgjyY+/1ZPDpCfy+PeP9kdiZVefwaC7ECSlqF+XxjM/+ShG/C4OkvNlYnvK2Z50LxmlGLE4h/MfvBrNf4sB/ulXReFU7DG5QNO/CS584VI0LtEcY8AWSynCHRSPbDwYkXZJQkXZbhiYEN8ON6yRh2OgU0LQPTaG206+H3Uf3donjgKIEQDIjIjhi+c+gY985k2kR8eF9cnKcxoi2H5BN/7vujuwYz9millNg5LaBCs+Z+NnN92OzYclKp86VnBxwhwpIVg7J4Fzbn0SK8+sLxedOte6eF7b90lg/M3LsOJsiXBVHFfvqDqsuQ5Y6wlXkRCSeC97R9Vj6SUNWPtxn/gVdSLwwkEBOHURrDozhS2zUuI2uyh/lplz79ZFsPHoJnTuLSlDhgU4DVFsndUEpyFa9Rs111yH9IRkRWhvRWeO3+vt3xey0DM2ATcWrmgD16vEeN6oTZBPxpBvjBfSBn1/kL7w5DLBazAYDAbDHsbQEEc+KkQDpYi2dqPpvQ6QnGTufolQIjkHw1/rQMPKLhDXlRvxAgMwtqkbe/2hE8MWdxTKKG7nwgkhI5Ri+BsdmPaTLJrf7hB7SERlFWl5rRPu/xuBkS+397WDTS9pG6EUYxZ1YOH1H8WUh7tAHEUbOPsIpUiu7MZ3b/08or9sAsk4+mNYfMQ29+L/fn4aXrnvYNStT/sq8HlsZGMoANi9eZCXUzj7r/OQXJvh169hSDasCOPCty5Cw0ancC+Jro9EyId6gFc7JiOUVoTn8QzhoqfBDRFMim+DG5WMYVIcT7olhP+a+Rh6pmbghu1A58Gjc3wIXz3uSTQcuaXgxQqYH4SgY684fnzePeg+pUss9Czmf//fhGDLwfW45cv/hy2f6akMiVV1jlgALAsbjq7HV7/+INYfU6/ffl8ZNGxjxYUE429Yip5x5QKc18nBG0+0fUYKY765HOvmJEriRNpBwogsty6CZZeGsfpLLnIj6sRjF3mdCUVhtPHoJiy5rA6ZUfUm1M5gMBgMeyw1XwR2T4JQCuoSABSwOCEqHrIZ64rGAtExEBVjVqTiTEbRyCcOLSwKyIozvwgQGDel48i7sPPZ/h1H3kW0NV04JyqDl9dLXTwXI17vEIsr2fn2zkfOwZgX2ksLdwrTM/nKmpdzMPa5duB5C8i7XHGtgjgUY59rB10YBsl1FcoQ9c7zrhUAAmDMog6sfX1vTEx3lhvuolA/zv6mf3di4fUfxdS2dOHcBjwWUIrm9zrxg2+fiymbsrB7cuo8nDKGvdWF+275OKLtLqzezor9qvwAkFqRxld++gU0fuiC5CWuTlEXEKVoWprFfzx6GZIrAZJv69unOzMdpUitcDD/+U9jzHL+8yudeMEt3B+x1VH8k07F1K58X5td+bik0j4LCHe7WLxxLCLtqOjU0PIiuxTIW3DyNiBKLhrnVfRKZpNAYlQnnHhiaP+w7EwcxWKdvepVQUM96t+dcLf6Hgp1qwWx1a6+MzY2JKX7Xw9PUJaRdiLKNC2RDmWanKtu74eZJmWa93eMku7fsUO+8C0AhDrUfdmhLmUShLs1FgbuVbzXc3llGVRxbwLQmriFmsldDLuAwf8bZvF74isMBv9zHHTsAa/3f2cjM4pl7fEb6TpGlE5vMqUg3naRQcXm5VWl8jppeDoqBAArFnnlccqgLiOM/MfMnj/e/eZQgC3Dy8sTXJ4HyFc2ybuwOwrGTpnYEwlfnlfOL1x1YYQcybtIfdAprEMHK+ug+a2O8jJUzw1zXFZPDmOfa1ffJxIiW9OY+lAGqKYMF4BFkVzWiYZ1IVg9Ob6o4oluv2ByXUx8shNuxIbdlalqyvCGlV2I3B1DZEd74ViKZetcZ0IprN4c9vpdBDRkI7yjm59Pcn2sbB5jF/Wg54Mk6tZ1ospuHoPBYDAYdjmDXxwJ8HpduWuMyISSLB5/Z4oiHdHBehSCjA0JUrfA+1NV2Wz+IPiNZ55QYIVMgLZVGIuy4xeUrTQ4BV4j/37CfBfCE3Ksl1MXnmdPVb9GmUJvHu8cCDygJO+K2yEYZ1TRjhzjbQ0qTlwXVjrLzac1XbcLkEwOdkYgrpT1AwQOolvSJWEUCEpBHCCyubuszVoePN/1CG9PI7w9Dbiu0qNhMBgMBsPuypAbc8Qi7V3lnZ0gwqg/xqMKHW8Ma1yy+1WIvBoDCW+yCRE8EeQvw5/Ov4+Xn5c2CP46dcIJRWVUs6+a+qq9X4N4Gb10orSqfSxB2yybvc1vu/fnnmYnfGAQTSPPnSRBNq5R1UYXXGGknLXSJ3DKZsCrxotMC95Rg8FgMBj2ZIacOAq0Fghr9Ih+9wUD4Et/VzRCsb+/6ITT8dA1iBQzX9WM/nqdeO2U1VHtcbDiS2TE8655NV4clRjSLZNt60Bdw6CihlJ9D0o1beaNHfS2Q7CvCvxiQzj9Nls3+EJIZ0FXrQVfKzLVsFNnoDtODAaDwWDYCQyNsDqF0Stc8Z41onSMJpGXgqVaAeOvQ6f8oD3wQcLhvPMqShtEbKg8PaLj4IWzqcIGZeF3ImTHwivfKzvA2CZpW3ihZ7UwRvtrTFcbPqnyhOl4bXnnQCR8/LD7dTpAqsAfuuv/3t/y/PDEkD9UuJop/dUNEbzj/NfDrHNkMBgMhj2UIec54i2qKETWu+wnqBdIxxDvbxlsObxwMtWYD90B8jp16hLk2P2GeS08caxoUp0nHVjxoPIkisRUrT081Yb+sfnZcMJatEnXm8HbpvtGU4TD1ZKgQiWIiPLSemF6/rr6LYxk74yKhjD7zAxTBoPBYNhDGRriiDE2pALJ7zXiGU6SaYFrhmp8kM54I1G5OqFm/RE41Xo0RIYXu13lvfF7bfyiRse449WhCpETUY3HTNYWvxCp1lvj5anF+CUdD11/CTL+LCiyN98AvBV5Y4z8IXf9LVv2vSp415b3AUw4ncFgMBgGFUMjrK4I26sadFC0NiKjwTNsgxgvtQhXCmLEigTKQLU5qIHFCgfWg8GW0x8RIwqX4/3N1ifyvomuj0gQsWGD/r9Fx6wTNilCV9wGvSeC5pWJ4FoZ48W1hEp/AzV5/nlhdOw27/3jF0g1ETW+urz6pFPQy94XuvcBi/EaGQwGg2EPZkiJIz/9NkR4BoSOoT0QveDVEMS41TXAdelvGJxfFHnIDD1RHdWGN/K8VKK8/nYFEWL+8tk0snMnMnp1PIa6BM3rtUfm8ZJdS5FAFCESPLyxRjxR5E9fpVhSvV/84XA8YSQSUyrKFl72lV2xvpb/f0B+Lxl2CVTn3Ofli3GSrHqRZrtbvVBspDOsTBNtU9+fTlztlu0N1Un3L3ValGVs7lYvqlofUR83pepjau+JqdO0yY/J2qJetDa6Q92WaLv6hRXuVC/ganVlpPtpRn3u4OzE1c6omSXTUFuGRlhdEb/HSAvPOOKNTwgSWqUyQqoxNkWGJrtPZeAEqbtWYU79NbiChBqKvDvVHLdon6hM2T5RO/tzbnjHqHuf1sJDqUobRByybXcF6XTwpvT2P8Ps/zplSJB5a0R/i9L7t7N/s7PecWfBk11z2X3M3gc6opR375jJGAwGg8GwBzM0xJHMOLR8H3a7LkGMS52wt2rLke1jDSaRaFKJgN0B3VC1asWcP2TN++7/35/OX59l6dUlCpfj1aM6BradontdJZZ0PaCy/TrCrtr7yHsedeoQPbu8mSdlz3mAWexE435Es8mx23U7bNhQYF7oXuELJ2RYqwJFqB2b1niWDAaDwTDIGLJhdQCKoshCPhEFKEWoM1P4sedNxiAyoggBtSy4sRCsbB4k71bsV0IIqF00phyFwSEz0IGCgc7b7g8Bk3m0auEZqiU6oT3Vhubp7JOFgInSsaJK5TnkoeqpF13fIAQZWxKkPD+6ost/rnREvApdgaQz9XcViKbv5oXL8dKJhA1vrGRFaJ5tc+vUa3iVoaZ+zJgjg8FgMOzBDH7PkeKHundUPVZ+AVh+SQhOnS/u14LYq+RRNFS3z0hiy9cz2HxYMlgoVbEMahO0zk5h2XkJpMc3VCVOqGWhfb8UNh7VCDcW4hvrbNtYTwIhyDfG0Ll3EjTkO+iAximNhJAdXgcattWJ2Tb6jodGQgXR2I/xMtTuE57iRHJvSskYlXlvNNpUVoZOeJPMQ1atd0fX0yQrl+dVGyhEngwRQUPPJW/A/swix53sxbeP/TvQEgMMolBhrTKqCb/z/hcJdRNWZzAYDIY9mMEvjnyw64AAAMm7cNMhoNfiGxMyY6uYPpskmDvhfWSaiuX7w7J4BijH29N+eC++fervsWOfkDwcRmCku7EQ3Au24pYv/x+2HVgvbKssBI2GLCw/N4Szb3oabfslyvNpGmvUsrDyzAYceMtb2HBMElQ31Iwpo2OfBNbf4GDTR1L64UGM4Z5PRbH0ggQ2fTTVJ9TY8yc7LkLgRmxsPTSJzUcUBSPv/Cu8PJQQ9IypR9v0RF8ZonYLRCsIQT4RRXp8Q6VwFYkctq1FIZ5rjJWXERBqEzjxcOHaWpxyOG0vbfe3JWwXyuC1VQUphDFS2y5vQzWHZVmATSpC7WT3XcU03LJOFH86DqX3klW+LTDVHDsj1CjvWknylL57nyqed4PBYDAYdicGvzhiejHL4v1dILq1B3v/Iot9ftULq8c3sw9v8DYPSjHq5U7846YjMe75LhDX5RsPsrEgeRfjHgnhh3d8GqNeTuv3GvuMUCubR/q5FnzxT5citSJbLmoC9L7H14Xxfx98FLEdTl/bRYKA104LIC7QmYsB1JdW51h8dI218POD7kPXJLdwl6p6stniCEH7pBge/sT/In9sO5y6kFh8CNoAAF0T6/CxK1/FJ7/4AjLDYnyjVSG4aNRGel4bvvSth9E1qb4vDa8NApFAwzZWXgF8fMFzaD0yyT3mykzlIoXaBBuOTWHizUvRemSqOg8lIdh8eBL0v7Zjy+FJvfPhbfP9veXQFFZfR7DpY7528ESV5NnpmpzA0ksb0LFPkn8soufWN7lDx76NWP65VHkZGt6n0mxzNkHXPil8eEoznPpo6Y0aaEyRTdB+QCPa9m8EGNHKjk/ilUMJgZOMYvvMJrh14TJxpz2WKWShY78Uuqck1Z5WQf7MqAR6xhc7RIz3yGAwGAx7KINfHPngGhmuCzudLQgjkRGvmqkq56BuTTesXt8UmQF6Xonrom5NN1pe6ShMq6orjnxGKHEoxrzQgakPdiOyvaevDSovh28/ybsY/0wnRv8oitiGtLpu3maHYuKTPVhy6/4Y/WJXpdDTODZCKUa+2oNL7/oyxj3nFMZhSeoUlZFa0YPPPfRlRJ5Jwu5WT2lbap+vjfEtOTz2yiH45csfRbgj13c8qrb4yiAOxZYNjfjVh7MR6vZZ3qIyBGLWzdrYlEmB5BUzLkqEZKaJ4j9G/g3ZFOShghLSo4H/nfIQ0iMJ/9mQhesVQ8DapwKPHv5TdExz+Mei8lgSgm372/jzx3+IrQcKjoE3dbdf+BCCzYcS3H32PdgyqzqPB42Gsf544IoLn0D73uXT9WqFylmA0xCFe8FW4IItyDeUT+krCpdjF67e+NF6TJ/3LrYe1BeWKxrPVHEMhKB3VD2ci7dh/dk5uHUR/rmQeCidhijWnBrG6s9QOCn11MYGg8FgMOyuDNkJGUpx+i4AUPmaJv7tAmOQu9Ci38hVGCjEdQGqN3aFC6UgeRfEq5dXt3+boB4r68DKOnrtEBhQdncWiRVZfj0qA7S4P9SZwdhnBWUw9ZX97Tu+UFcWe/0+DziVs4MpKaYPtWewzy8KworkAgxo8YvOnIN9fp6BGxqOWHe6Mp3OOcq7mPqLPN5omIWWrZ384/GXxdvvUEx8qgdfXPZljF3aXdWYGuK6GP9sL85f/1WMfzfdJ1y1MvcZ7eOez+EzW/8TE97PFe99RhDKBFbxOFveyOFTD1yLMS+r1+0AUPnsUoqW1yi+6F6Bllfdqp49knPQ9LaFH+bnYvLajPAdwk7n3dc5A1iZPLYsGQ4QIJXprngX6Xh/Iu0U//pwIlKdVRwDpQj1Omj9sAmhthBIvlOegfMeIS5FKE3gRm3A1eyIMBgMBoNhN4RQrZXm9jw6OjqQSqVwwrRrEQoVezIZI0NpdLCCqVo/m8x7I+s1l3kWZPtFiOqttryBwG/gs8IhyHgI2THxDHFRXV4Swl+LpqwMUX3ou9e4ZShEgPd3RRm88yQL4fSVQ2TiQ4W/DF77eefXf0y8dvivAe9aCMIPKSF94qrKYwEhgOtWP5mDV4ZvpkrZemq8fTRsF0JSc46yHVyPUMiCG7FhZQqdAbz0hUx8ryQlBDQeLnSy9Ob17o8y75UFNxICQhasdBb5XA+eW3Ib2tvbkUxqhoEOEbzfpuNCZyFEJIurEvUPDgnL+zdJXVzdoEb19cm3qNP0jFR7DNMt6mPqGS7/Hcql1M96PqGxAGlIJ9xbnYRk1McU6pSniW5X//bGt6gbU7dZ3VEU26SICgFgb2mT7qcdig4UAG5GvpAsAK2FYqnO7Je70yKwg9OkHjTkaQ4L8Zjyt2lIhdXBZ1RIjV3/4OpanCHW0PCPpwhShh//+BleXTKDW1SerM3VUOv8/jZJwraE3xXhXgCE14W4bmVaXpmC8qULdfLuB44gIJT2CQGJx0yKv4xq8Y5FEmbFPT5RO2TXVNZB4Lp6xyJbr6hYTmBh5JXloiBGmCn8vfeLbNHXMm+S41QII9UkDmXkXVjpXIUw0oVQCtKT6xNGKtjOANeFlcnB6s4Uz+eeZyAsWLAAhx12GBKJBFpaWnDGGWdgyZIlZWl6e3sxb948DBs2DA0NDTjrrLPQ2tq6i1psMBgMhoFg6IgjX09z2WaRIeCifIxCf86UzDuku501nHl5eL3tPCPWM1Z1jSB/+UFFUxBPiWif37gW/c+W4c/DO35/XQHGD5XSq4SWjpALwq7sjRKJcBm6Ys2fnnedg3gv/Ig8vrznuEadjqJ3CRtSB3DEDWdtNZ2pwFX1VLRJIjZLgk31jLPPjeg528N44YUXMG/ePLz88st49tlnkcvlMGfOHHR3d5fSXHPN/2/vz+PkKur9f/xV5/Q6S/fMJJmZTDaSsO+IEiOICCEhIheUe1XkIirCFYOfiyhyuR9UUD8XL35+ivrl4l28oF/F9Qp8RUX2oBIQIhg2A1kgCckkJJnpnrWXc+r3R/fpqa6uqlPndM9ez8djku5zajtrv1/1flfVZ/CrX/0KP//5z7F+/Xrs3r0b73//+yex1QaDwWBoNLN2zBEgNzICG0sqQ441IHijQhLiUpWGz8vmk40x0fFI+aX3G//BHovOcajSiPKEFY9BvCiiOvl2ygSU7Hr6tTeoMGxU3nqQnZuw5XifAb37N8yxeSKI79zQ/V4nOou76owl8gvPaxhTIaR2krn//vurvt95553o7OzExo0bcfrppyOTyeB73/se7rrrLpx55pkAgDvuuANHHXUUnnzySbz97W+fjGYbDAaDocHMHs8R15MqC3mpQddoCmqoiIxDWXiW7HOY9siETtj2859F9fMGcFBPjZ+XRieNTn5VO+oRLqr9sp79Rhm+qnMdxCAOGwYqEpU6ecdL7LEhs3y4nYuGvxFrwudYD40grawMEV54cEPFk+59PAvEVCaTAQB0dHQAADZu3IhCoYBVq1ZV0hx55JFYvHgxNmzYIC0nl8shm81W/RkMBoNh6jJ7xBHzYy4KP6kLHYNCZFSIwttU4WJsHtl23XC5esKeZOE0fEiObgjceMCfU77tKuGj0yZVfplw1BFvjT4f4+Wp0tkvw09YhzG8BWFpAOSLs47D+F3eK0Ql7xyd/KptsrzKST/qRaeDYQbhui6uvvpqnHrqqTj22GMBAL29vYjFYmhra6tK29XVhd7eXmlZN998M9LpdOVv0aJF49l0g8FgMNTJ7BFHjUBmgMm2e+gYyDwyY6ReQ1plbPmJHDadX/miehxa+gsaAhgUHSNOx/MVNrzLyysLOdTxpjTivNRrtPq1QTF+RdoG0X3dqHsg7NuMzddg0SQSSPw2lTeJT+9HoMkUtAoUdOawYZYzUBgBwLp16/DCCy/gJz/5Sd1lXX/99chkMpW/nTt3NqCFBoPBYBgvZteYI80xEzVx/mwYThgDTHc8hWh8kk6Z3nfZ+CZvH2+06niP2Lw646P472zZ7NTHmteioegY836EEUhe3fy1Vp2DerwyUy30SSY0G3nsfs+l7NlVrW8WENn4IG92OtV4I5UAUo074tPx5UnXw/ItjFSLH9WYuxnGVVddhfvuuw+PP/44Fi5cWNne3d2NfD6P/v7+Ku/R3r170d3dLS0vHo8jHo+PZ5MNBoPB0EBml+coTNiKy/0vQ3YmZT3nol5XkTES1HDny+W9TKpefVW5fPt0eo55A1gUkjeRhDn2oO30G+MjEgmiEMCwjJdXhifoWCbvOHmxqDLAg8I/o+yzK/MOyZ5rWTieAL8wXZW4EY0Z0h4PKSkriKepuoCA16Hee3WKQSnFVVddhbvvvhuPPPIIli5dWrX/5JNPRjQaxcMPP1zZtnnzZuzYsQMrV66c6OYaDAaDYZwI7Dl6/PHH8fWvfx0bN27Enj17cPfdd+OCCy6o7KeU4ktf+hL+8z//E/39/Tj11FNx++2347DDDqukOXjwID796U/jV7/6FSzLwoUXXohvfetbaGlpqaTZtGkT1q1bh6effhrz5s3Dpz/9aXz+85+v72g1EU6zy34exzCcsUYEDOtqVE8uK8pk3g5RW9m8fFky/LxHonLr9TiJxIOqd122T1UO3+suK1uXeq5tUHHdKGOXP3+iMEaZNzPsscomWtB5XmV5NfDz+qj2aS8tIEmv0zZtocXet0GeOf5aT8M1joBSKN1dd92Fe++9F62trZVxROl0GslkEul0GpdddhmuueYadHR0IJVK4dOf/jRWrlw5PjPVaSxsSf0W0czlfcuwBv0XBY34LDYLAAlLx7sZ801j52zl/vyAfz3FpH97XcX6ux5E4x1gFfzTRAfVz0Q8419R4qD/gqnxA6O+aez+Qd80dEh9T9Ci/2Kz0/U9YDAAITxHQ0NDOOGEE3DbbbcJ999yyy349re/je9+97t46qmn0NzcjDVr1mB0dOyhvfjii/Hiiy/iwQcfrIQvXHHFFZX92WwWq1evxpIlS7Bx40Z8/etfx4033oj/+I//CH6E3gMqMFYpIaUzYJPSn+7Z4NdQsQlgWeqwM1EvK7ud3S/z8si8MOz+RvXmhilDJZzC1CE7Z7qEPRe8kcifd9lx+l1/Nq0MmecnzLnSJYw3Tyfs088TITq/fveLThst7o/fJ0onSxMA3UkYdDxDOqKJ3xZkBjxfVF5t0fcZwO23345MJoMzzjgD8+fPr/z99Kc/raT55je/ife+97248MILcfrpp6O7uxu//OUvJ7HVBoPBYGg0gT1Ha9euxdq1a4X7KKW49dZbccMNN+D8888HAPzgBz9AV1cX7rnnHnzoQx/Cyy+/jPvvvx9PP/003vrWtwIAvvOd7+A973kP/u///b/o6enBj370I+Tzefz3f/83YrEYjjnmGDz33HP4xje+USWiAiExaoupBPaf2ISW3Q5atg2UVneXIRqfYFnIz0liuCuK9CuDpVXugxoNhMBJlrqx7JFCdRtkoWACI5pGSz1upODo98BzniFqlSxDwp8HWW8/u4//HsQTwBvSugazX7GEgKjKUBnwKrETJiyPPS+6AokPRePTqbxUKq8YK/4aYeTKPES64linHUGOUYVK/IQdgyTIx4770RUpIk+PzPvDbpeF5zUE9hzreJUsAvh3ck85qMb5SiQSuO2226SdgwaDwWCY/jR0zNH27dvR29tbtQ5EOp3GihUrKutAbNiwAW1tbRVhBACrVq2CZVl46qmnKmlOP/10xGJjLvg1a9Zg8+bN6OvrE9attZZEzY84sP/4Jpx66Ua8cSZA/bxH/IKRhIDaBNvfF8FZn/8jMoe3yHLW9qQzBq/TFMWWf4hgy5U2RruaQnmAnOYYNn+8Ca/+fQvcpCJeQGHwU8vCnjPSeGNVuiK0fBEIo6ElLcgenhorI4hnoPy/m4hgtLsZNKLwyPlAbQI3GSldV13xwwkNSghoxCqJRr92SMbQ0PJ9UmW88tdYVbbMAPYTBhIxIQ3NCiL4ZF5QUVhWkHL4/X75ZQQROGw5YYUR+z9HkLA7dh02vgzVuCW+fu1Z67h7XXpNVB5cPw+hwWAwGAzTiIaKIy9Gu6urq2o7uw5Eb28vOjs7q/ZHIhF0dHRUpRGVwdbBI11LwicOuuOvOTz2Pyej6wkCUnSDG0cukHrFxo+eXInkPknwsShEhf1qEbS0DSOdHoYblRjhPkZkvi2G81f8GStP+SuKzQpxpDBcnVQMx/ztyzjrQ39CviPhfyyCcootMcT/1x68/bo/of+IFnUvs6QsGrWx7f3NOONf/4gDx7eGG2BOCPauSKNwUz/ePDklLsPvuhCCoUNasPmyJux5V3qsDNUYJQE0amHP6WkcOCk1ZoCyQkpDBFBC0HdcCn3HpkqCMShl8Zubm0T2iNaScFUZvIL83l+xJYaR+c0VL6MwLSAODy3vd5NR5DuSJeHKpgnQKUAtC248MpZeNgGDt00wnojaNmgsEt6wt0r3K42NOeFVU3OzkyawooZGbYAX0D5lVRGxQG07fEigXfI8V66H7B0kE/jEy6/ZqWIwGAwGwxRlxsxWF2otCReIHRjGwgczaHspCzhU2nMLQDhom1CK7ieyOOwHOcT3j5Q3ahh4jOFoDxXQdmcrWu5MI9k7rDQqZST2DmP9f5+Cl35wFKL9PoMyJYaWPVTAs787Cr/9zdsQ68tp52O3W0UXW3Z04nevH4V41kdpKjwf1KaYH+sHtcOHBw3Pp/jvw3+E4fllj6DqukjqOHiUjd+f+w04p2cAlShRtHGkJ4l1V9yD1IffgJsoG9GiXnpZ+yhFsS2O5f/wV8z/xDYML2jyrVOEm4xg+wcsvOWzz2JwSbNeJu5epDbBtr9NIPq5XowsaFYLLF4IM2W89t5mHPzHIQwsEwho0We+PKskOF/5WBKFjmRpn0wQ8R5fpow3zk5j69+1ID+nSZxGhQW4iSh2nZ3GjrWpGm+rjqinhMBpTeD189PoPyZdEUi6EylQQgCb4OBxaex+d7pKpPnC3G/5uc3YtTqNgcPLnQBB7i1C4DTHsG9FGzLHtBmBZDAYDIZpTUPFkbfWw969e6u2s+tAdHd3Y9++fVX7i8UiDh48WJVGVAZbB088Hkcqlar6E8KEKAEoCaKcAxRd4TohAGOci2x9SkEKDuyhvHyskA/EddG8fQAt2wdK44UqO/TDW0jRRfcf+9G1ob/kAQvo3QAAUnBwyP/Xj2X/kwHJF6vz+PXsl41fa6SAw2/Po+frETTtHKwNuREZvHxoUcHBsv8ZwQ+vfy/mPjsQfExJua7FD43i/f/6eSx8eBjEW3w2yHWhFJ1/LuDMu65F4jcpgD+vfiK4nDZ+oICbn3gPdj6zAFZBMBhDo11WzsGTW5biL1sWITrgM6BDUhZxKUjOwu6RFKyixGOlEiRlL5fbWsTxbW/AjQUIneNCCJ2lo/jMEQ9htEPwCvK7d8thigNvGcVXz/wfDC4QzIDleY8Uky7QqA3rHX348JrHkV0SG8uniwvk5iUw76w3cOyazSimSmvZBPJ0WkD/YUlc9YFfYe/K6mvilcOKJaE3KmrjwDmjOOPDT5eEc8C3OiUEB46JY80HnkTvCqs0wUxABg9pRux9+7DnXW5JJGrMXGYwGAwGw1SkoYvALl26FN3d3Xj44Ydx4oknAijNPPfUU0/hyiuvBACsXLkS/f392LhxI04++WQAwCOPPALXdbFixYpKmv/9v/83CoUCotFSiNiDDz6II444Au3t7cEaxc5WxyCaFjdw+Baltb3SMiNXJA7YkCp+gDwvGmSD50VlqNrr1zZWzIhCvvzEDqWwckV5elX9TB57KI/m7fma7VrhT+U6I5kcujbk/XvgFeFy8b3DWPZzAC7nwRKJRlEZlCIykMMRt1sAHSkJV74Mrt2i9lkjRRx2mwtCMSbSZOdWInqs0SIO/8EwBhIL0TQ4JK1LSPnck6KLw75XwJ9b34LmfYPi+5Evh7tupOhiyfcs/Ps9F2LetmztPSyrn/lMii6W/NjGtx79ADpeFowv1IDki0h9P4X7W0/HnBfDlZHcNYjM9+Zjhw2094nLEK2DxL5r2v86hP/49/OwaGux0sHivZ/YBWRZgVTVeVNwMPe3LVj/p7dh/q5MqHFTc58fxUM/eDsWbC0CjmYHAnNcLa8NYf/dnejpL3UWmWl8DQaDwTBdCSyOBgcHsWXLlsr37du347nnnkNHRwcWL16Mq6++Gl/96ldx2GGHYenSpfjCF76Anp6eylpIRx11FM455xxcfvnl+O53v4tCoYCrrroKH/rQh9DT0wMA+PCHP4ybbroJl112Ga677jq88MIL+Na3voVvfvOb4Y5SYlR7Robf+iFV+0TroYRtA2sQsuNQVGUE2RckPEYlumSiTISPcT2hUAppjSLx6W33vnv5HajPD7j9grKrRJFOHsFxkLwjbqsO5fJJvogIO6Oi7j3CnBd7KF/ylPqh6AiIHRhG7IAivQaJPYNI7BHk0/WcUIqWrZnSZ9X6R6pn3aFIv9RfU4ao44UXSZQQwAWswTx6Hj1YKSNwGKlD0b6pH+1++RXvwej+YfQ8OqxXv2C/PZRH5xN9pbyqGT8NFahLQYn8XBMd75ufCC34L8JDh0d80xCNd01UQxBbxSbfNJFh9VpIhax/2GYhqRHSquMh1XgU7bx/ouiw+pmIDvivG+QbLg/Aykg6vRhodsA/TU4QVs/uL2isc6SzTpdOJ4pGOQZDowksjp555hm8+93vrny/5pprAACXXnop7rzzTnz+85/H0NAQrrjiCvT39+O0007D/fffj0RibID/j370I1x11VU466yzKovAfvvb367sT6fTeOCBB7Bu3TqcfPLJmDt3Lr74xS/WN423bFf5h17Uo1sDv0aKaOB3kDaIjHMvbRDjNagxpZtf1+PiVy4r/FQeAr/yZN4anTaotss+q/Kz+1RCiUd2Pf2udyOvsY5HMkz5fudAdP39PIq696b3LMomYwDEHRt+4kfnd1mSRiUy+LBd6hJpHnZKcNH7iVCqN3W233tQpwzRe4rtSACM18hgMBgM0xpCdRZ3mIZks1mk02mcddhnEIklx3boeoh4RAZXI0ZsicSCbrjVRCMzVmUhVKKeaj/hoIOs3Ho8U/Xk1xVrfqFjjYa9XuNxzrwyvLr4bX5tYvOpxKGOeOMFj2i/TDR51fDhagoxwgoWoPbdIdqu6oDhxzvyaXXzBiboM8rmkQlrl6Lo5PDwq99EJpORj/+cpXi/TWdY70eEyGcW1fIcEfWPELH9f6RITO2pAQDS7O/xoSnFUhZlnHb/cgopH89Ri/EcyWiY52hEXZfxHCmYKvaaQUiRFvAY7vX9bZoxs9Vp4WMIKqfNdbk/IFRsfw31PkgT+d7Q7e0XfRalkXnTgnqsGuX18P786gu6n61Ht62ytgShXs+fTlmqdvp5S0WhpGGEESCfeIHF51nRGYOo8uyo0ojGHanaIFtAlv9ctzDy/g96b3r/i/KYyRgMBoPBMI1p6IQMUxaNHnJRb+24IRvv4vVuq9ob1Psgm8Z4PPHzAoj+9/IFPfdBDDqVga8qS6eOsPdMvSFtQb1WYann+DyChEPyefxQeXIF6xvV4Bde5zWHGzvEe3ZE1CVguLqDtM33eQoyltBgMBgMhlnC7PAccYPsK5/LBJ16t25kBkiAgeS+eVhRFKTNMs+JSMSIPDgiA5hNGzasrl4vyFQ1+lSCTCe8CQgnsMbzfKg8cI0Y3yRD5N0F9O7/AB5Yv8lb2AVedTxNIvh8fHiezDtVU3YjvIcyz1KlU6c2rM5gMBgMhunK7BBHPoimx1ViMf/zRlWYMDdRSJdAxAm/Nxpd7wlvmIvGkcjyi+pQHZcsveNTpqq8qSiWggol2T0jy8PeU7rhg2E8efV44MKiWtOI9SppvvFk3h5VyJzu0gB8GWx+kfCRlcOKMGHZfs+hLnwYHXuNRULIhNUZDAaDYRoz+8SRYryLVvgL65ERjT0Kc0ZVPbOqsTAqwl5ZmbgTjSXyExkygSfa7xf+I7terny/kvEOnQxDmDaxIlV2jdj/2Xw6wjuoMS3zEPoZ7Tr7RKjC5FTpfcYoqQRJkDA51pMUZDxREEQiaaxQiXiWbQsyfgwoCSFeDLlTtPPBYDAYDAYNZpc4ChAOo4Q3yHxmwQqNrgjh62brb4So4uuXGbps2JSfp4M32kMY4dQmAD/jUCPGB4URW42mXqPV28d2BvCfJ+MYZdc76Fg6FraTgr//AX+vUcDQU793BL88gCgv6y0KM8ZRZxKI2ob5hLfqhDz6tdXzJE3282MwGAwGQ0hm/oQMPiEedU++IDKqwkhO3mhReQH82uMZiN7kDuOJSjSpxsSIxjAFpREG2FQdlC66/tMFv/tVdJ9494COcc6m4Z81VUidLATWZzIGUcgtu000SYNsWnDRZA5+BAnlE7VHXCjxf+5E7yLRc1x1PYjxHE0kPtMcU6pxjxU1pmUeGvZPo7H4b0RjCmhrMKHcH22ST39eaUrc37ShEZ3xdv5JrIL/cVuj6sV4rUH1oqsAQIb8F+ulGtfJb4FXAKCOz6JnjZqmeyaiO47TMKWZ+Z4jxQNKCQEiFmgyCkSsytnQDm+p9Ehbpb+wRqxOL76sp1dUjswYbFRbgubnvQWidvuhc03CiCy/sVAejfC0TIS3ZjzHU9VbLn/8/P2gun46HQSqUDrV2MCAU3yLtonWM9IRTHw6WX2ydonGKGmNn1SFWcqeU51yDAaDwWCY5sx8cWQJjDEPm6D3tDZsvjyB7GGtFWMg2Ox1Fg6ckMaBE9OgkRACiRDQiIWhJS0otsbHRJZfWBXvWbAsOE0x0Kg9JpCCXl1CQIOIPJmxz4dthQnj4kOAdPLKxKJsv19+frufePIrW1e41GNw+p3nINeAb68sr2r8EnsPBGmnqI4wBJyIoV74cDleAPnNXsd6o/jPQUPpAr3HZM9JmHBHawqEpRoMBoPBEJKZL45UEIKBpS4uettTGOzxX3UbKBsk3lkjBMWWGKwPvonoh/bCafFfaZyvHwCGFzXDvmovXjsvCTcRGdsn6s1lYbaNLGjGqx+PYddZqZLACQohcOMR9L4zjYFDW0siTaPtlc+eIWdZGF7YgmI6HsyY9rZ7bUlE4CSjaiPaR6xQm1QL1jDjmixLbyX1cnqZWKQir0mYyQ6CiApZ+Y32gKk8L6ywZcPn2Hboeu/4unTPhcV9trjPilvd14vM5JeFusk8Q7wo0pndTpROJJ5q1juqyqDw4IraoDMuMEwHiMFgMBgMU5CZL47YsDreI+O6WPSgg9/dfiq6nhmu2iczinjDxMo7OLhpHvY91wV7WCN222sHYyBSi6A1loMblYTD+AgjEILs4gj+77t+ivxJg6UQQSBwWF3msGb807ofo/d9+ZKo0IFrx9AhLTjppj9j2ycApzmmFnkSz0ShLYFXPhHDrs86JZHlV6/Ay0Ztgh1r09i8Lo58RzKU0UYJQd9xKWz5cCuGDmkJFmbEGItOUxS970wj19kUzgMGgEZt9B+VQr4jqe8R4I3oiIVcZxMKbQl9b5jAgC62xseuLTD2Fgkg+NxktNQRIPMwyo6R6ZigESuYt5a/pQkBjUdL3taAs9ZVlWHbgB18YoXKO8ZCTRtkaxmx7aoIIi9/xFILJMU7jUZtuLFIrYgvH2Plf5n4j1hwk9FwHTMGg8FgMEwhZs8vmSi8xwUSuwfQ+WQf7MxolZgQGjqCXmYrV8Syn2ex/OdZkLymOOLEQvP2QQx9eQGW/3wE9khhLI0OZfExb+Mgbv7XizH/hwmQgs9gSgmtr4/ii3d/CKnfJ0prCKmMPUnvc2TYwaM7DwPpTYA4rjiPD07cQtu8QRzZuRdOVHKLysKAvHosC85xg/jqO+7BcLf/AF5h+Raw710FbPzgN9G7wh67J2RiVRIytXdFM+7+7C147W/sMeMzSC87ITh4bCuu+/IPse0iCzSu5+Xky8ge1oq2G17Hnk/nqj2UIiTXqpiO4+Dnh/D6/3JLnj1ZGbyXjNleTCXw+jUU268Giqy31TuHGveJG49g8yea8crHW0qDr736ZB0C/Ix2FlBoT2Lzp2J4/b1p0Jje3DRVgsMCRha2YMvft2LvO9oqMyf6jSXiy+g7vg2vXNaCkYWtynpZwcR+dprj2HpRCjvWto11jFRl9rnGNsHuM9qw5e9bMbqwNdhCsmXv6v63tmPzZc3IHNNW2wllMBgMBsM0YvaIIxkuQBz5ivN82qq/siFHck5JkAQNlfLyuy5i+4dhD+eD5WeMdWu0gHnP9KNp54DWrEGitkQGclj20yy6nsyAuK5/WwT7E3uH0f21KA796QCskYLQkyIUM0xZ8X0jmHNrE/r+zxLE9/vP0COCFBz03BHHt7/6AaQ3DwQ31igFXGDBb2ys/PfPYsH64tj9oOtBKhuwba8Wceb9n8GcP7OugQBeKADJAw5ueP58NG2LhhK/lBBERl1sOTgXwweaQBzB+dAYX0QJQSJaRDTq1KaTCSLve3m/k7Rx4oI3cGzPHrgyoedzvZymKI46cheWHN4LN2ar04vWIwOQb4vgvOM2Ibd8tDK7lew9IAuZ618WxcfPfhR9JzhVx6/reaa2jb4jCK4640EMLIoAVm0YnQzPa1RIRXHEKa8hd+xIyZsmyyPqICpfl8FDXHQfsw+jHXapfplQFR2XBYzOIeg65CByaRNeZzAYDIbpDaF0ZnbxZbNZpNNpnHXYZxCJJWsTiEKX6vlBDyszvV5WmVci6HY/2KmNddoVlIBGf6DxM6oecFkoEF+fqhwRhBlYH/ZRKYf5EafOMqI2UHRLwpVFJNr44ywfh5uIwCq6Y2JeF688Qkqhjg5FZDAvNqBl9w5jnI92NwOUIrF3OHinQrmckQUtIC6Q6B0qdQiwU3PziNY+siwMLm1FvL+A6MGRkrdUVJ1EGAGA2xJD3xHNaNlTQHz3YFValeeoMnudTVBMJ5FdmkD7SwMgo0WhOFJO5GATDC5PITLkILFnUCx8azIzdVgWinOSKLREkHxjqOQBzxdK4w5tb0CV4j1ECNxkFLk5CST2DoPkiyjmR/Dwq99EJpNBKpXyb88swvttOsN6PyJE7tUmPstQaGH7e5mJTpqIhmc1qZ6CGwBIc5NvGrdJXY5rpvKWMmFTefvtBxo3lbfGtOHTjplpdk8LirSAx3Cv72/TzF/nSJO61zsKCt/jLntYGKNUqxe3UW3z6g3jyQKkYXdV5evCjlfijTRZL7WsfpHXyid8MNSdwdZPKUjR5/pqlCcVNJphUITSUthmPfcNpYj0j/rfsz5lJPYMVqcPck+U0yV3DYjz8R0Aot9Wt/RPy9aMPA1bJSdsPKzBPOY8m6/JL/NA1ZTjApHMCDr+MgpIPNhe/VLh5VC0vJKR1usHoRSRAyOIHEC1d9TWmMykvN0aziPp3Vvmh99gMBgM05jZKY40hZDWeiGAuqda5qXx8xb5eTvCGiA6XiNWjARFJ08AQSAVht42DXGjJECIXFCPU83nMJ4aflvQunXzBvXMhb1HwohuFlaEeIsc+40z0imLg1+01fsuWtg1yMQnrHipzs8II8H5FgkjbSEk8tSy14DtAPC2RexgXl3v/9m68OM4oNPz7utd0iiDQiNMVydUW+d+1Fhw1hoZVe8f8Pcc0aiGaaMzeYjGMZGixvnzWfyW5vL+TdHx+OQ1yuHHAgsT+SwubLxCckzn0Ixg9o05kvzg+80OVYNqGmA/YaQD7xEJapxPNmz7PXHBC76gwkVlvI839dStOlb+HPnVNxnIhF4YYcT+z5apU5buc1XnW01HfPilEU3XLdrPT7RQ2lgtwETheaHXMJJdA9X9N16dJAaDwWAwTEFmhzhShXhx8D3FodBZgNVv0LTu9qmEyCASGWG84RVGKHnb6jkvjQgBatR1qfdYVKhColTHr3M9/RAdkzehCV+mXyciv0aRIA/xPEkhOyRlQsTz2IjGH4kEDO958qsnSPtC5Q0rdozIMRgMBsMsY3aIoxBGp3S9EA/e+ApqjLGigDcUVSFLIiN6qnmmNccpSBEZ7WHLGg902zZV0Ln/VWFzsuMVeZR4gnpjRbAzRPLb+eoaKDBV4kZUl0ggBanLz9sUtuyGw7aPD69pxCQCBoPBYDBMIrNDHPEIen9DwU8RLB347YPoKgTp7efzT7ZY0vEC6YTM8SJR5ukIY5g30ricCl69sF6wIOOTVHWECUn1Q+UBEm3XLVcBL1DYd0TgcDZFHaJydKf/bjhBrmk948UMBoPBYJgGzA5xVGdoi9I40REiEy1WdKYyHm90vAs6IYSy0C4d75PfLHYikebntQo69ksndK0RxmYQgejV6Xee+XFjOmU3El7sqN5WojA7gVjye+b5CRN08wVF5WUSTeUdWCAFaW9QgcxiPEUGg8FgmGHMDnHEw850Vi+qiRlY6hUnqvZOhOcibPt5YcFvE6UDasWLSMzwHqWw15TNJ5odjxcIQQ1PmfHpCRTR/RjmeHQEkt89FMQzN1Hwwifs7HTwFxmidYV0JmhgRYxfHco1izTSalPvc1FpxDiOhzMYDAaDYYoxO6fyBqQ/9g1ZCJZdZ2Ui5Od49+DrLhwbBN5zIRMk/GcW3qAXeYHCXk+RCPMTH0FnEOOPlxdffj36umOJZMYxXw/7XUdQTQZBRLpgsgad51s0XbaW4KGlKbHDvENqRFD53lUtAqsuUDP8ze/e1S3HpSUvkpnK22AwGAzTnNnpOWKghIDapGHjCQCoB5bL0A05m2jq9XjpHofIOJR5U/hydccwhWkj691R5Q9zvURtVoXBycRU0Hr4bXyYnciLp/rcyHtVdr/x4XW8t7YBXiNRWqoQKDVrH3Hl1/U+YeqsWv8o7LgynRBWjzDC2ITXGQwGg2GGMGs9R5QQwAJo1Aa1LVi5IuCM9RarDJvK/op3qPxBtVCenzBShTXxaf1Cn0T7dWUwX75K6Mn2eWXoGPAqDwpLUI8JX5auIc+LBJW3SEdUibaz7ZMh86oFHe/k5RHdX37XRxWC16iwVBFBPJUWtAV8XdPzM2UAatHEp5Uhyy+dJS/IvRgmHHMqeQgNWvgtxkksjYfD9X/YqMbzSAoF/3Ic/wVTaV5dDrF1GqORpkGCXuuY/BZe1SpDZ7FeHW+x/z3RkEVeZ+ICr4ZZw6z1HBFKQW0bO96TxitXxDGyoEX7bFTNYBWPove0NvQflVKvuC0bl0QIaCyC4UUtoLGI2CPiJ3wIAY1YoLEIqM6q3yIIASyrlF/HgFQJI3YcjQqZgV1ui1Y7/MZUyM6fzvgtmaDSMSKD9NSLkI3BClIWL4p4Lxj7PYgnSqfuehmH31VdYcR6a0STI6i267ZDJIy0vddBPDtBhE9YDyiLJXlmpgmPP/44zjvvPPT09IAQgnvuuadq/0c/+lEQQqr+zjnnnMlprMFgMBjGhdkhjmQ/1BYw2ulg2SH7kG+1Q5U7vCCJlZf+GW++NwcaVZQhM/YIwe53tuKtNz6D3e9sBY2ULwlr8PsYytSysO+UFLZcHcH+t/iINEU7RhY04/W/SWN0fou/IS45p248gr5jU3CaY9XiQmZ4CcQIjVjIdyThNMXERjv/XXRMhJS8glFb7oXROB5qWaC2pO263hNC5KJTZOhKhJCwDJ028CKI3cbVoWXUqsSi7gKssrrYTgS2HJfZL2pHmDeZxkQqMi9ORcSUy/BdF41BJIj88lPBc1L5rCuqpA3i7g3d+8ClYz3VOp0404ChoSGccMIJuO2226RpzjnnHOzZs6fy9+Mf/3gCW2gwGAyG8WZ2iCMPzpAkBQfLf5qD840upF4ZqBhgWoZG+cwld4/g8V+8BW2PJEAKjNtb10gEEMtSPL7nUMQGaCmPzMjgvQAMg0uAz530AIYW+bRd5r2yCfa+LYrbP/Jd7D05KjamWYShexZ2n9GKa794F3auahYLPfZYREKFEBw8NoXWL+3Cq5fGS2WIjDW2TIvbRimcpig2X5HEq3/fohatvAhlDddoybP46sWtKLbEavPqGJGEYHBZK944Ow0nGR3LJ2uDBKcpisyRrXBjtrpO1pPGheLRqI3R7ma48Uh1aBwv0Lx7V3B81LIw2tVU6+XkUd37loViKuFfhqgs7zMhcJpioLbg2gYIIXWbYkBkLINsim3Wm1TlObbtUhl2SIFiATRug8ZtZbtlIYG07DV2W2Jjz1tVAp97q/zsF9qTcJNRfc+xJ4qskpe30NGEfGeLumNmGrB27Vp89atfxfve9z5pmng8ju7u7spfe3v7BLbQYDAYDOPN9P4lqxcXiPSPIrljoCJstMcPuAAohZUrYtHv+jFvY0ZshIh6vFkoxdxns2j/lyTm/jlbXY9mbyyhFEt+PYrvf+U8LHpgKHivLaUgDkX3kwV86o5PouuZvH+4moSWXS6u3/g+tOwslVll2Op4OAAQCowUoyCOprHJG+KEoNgSxZnHv4wFR+2FG2VOvsoLx51vpzmKt5z7Ev7j/P/EwJKEtL1SyobnrvOKuPPKW3HguKbqukTXWiBGqWXhtb9pwvVf/gF639E6ZiTzYXJeOZLPO9ak8Jb/sxE7V7eKwy/5sWa8wCIE+09O4YR/eQ6vr21Ve34UYZcHTkwj+dU92HphS3U7ZB0KgrIGDksh+4Uh7FqdBmwiFlCi6j2RYwFvvrUN+67P48AJ6UodulN9AwAiFl7/mzR2fs7FwKGpyn4dkeQ958V0Eq9c2oJXPt4CGo/65qvBAg4e34Zd1zrYf3KbdHIIFbnOZmz/FPD6e1KgCc1hqBYp/RECpzWOLX8fw7aPEhQ6mmb85AyPPfYYOjs7ccQRR+DKK6/EgQMHlOlzuRyy2WzVn8FgMBimLrNPHHHhK1WzQWEsjEbUY1xDWSDBdUt/vHGps/4RAFJ0YQ8XQIqu2ssiOpaykR3JjqLt5SzsobzY6PaDUiR6h7D4txkkeoeCl1FuR/rlASy5jWDOpmypDIUolE280P7SAEZv7cHyn+VL58RLLwr/AYShVrE3R/CX/zoO+R90wR4u1OxXeeE87ME8/nL30fjUT65AattIbRmi4xF4YVqfj+MDf/wHtO4sBgrpq+ymFNEMwb0H3oLooMCTKMwk8DJEgDnRIfHgav7eFZVFCJwYwfLEm3Bj4cOmcm0EH+/5A4rzmOuiWrtIIH5H2y18atljGO0MNjiJFS/D3QTXHfk7jHRyYaqaAocSgtHFeXzsyA0Ybbdq9ulQSEUwd/lBzF/+Jpy4rQzJk+3LtROcfchm5NqIeiygBBqxkEzmw19Tl4LkLNARe+x5naGcc845+MEPfoCHH34Y//qv/4r169dj7dq1cBSD5W+++Wak0+nK36JFiyawxQaDwWAICqF0mgaH+5DNZpFOp3HWYZ9BJFru9dcw8tmB0ux4A6WxE1ZiikLWRB6FSuMEokm0XYbfLGCiMLcgqMai+KWXHTO/n/easNv5NPz5YfOI6hYJirJng4hmIhRdD0FZ1LIAm4yJX74M0Xnjw9kiFoqtcUQyuVJb2DSi4xEcixuPYLQricTekdLsjEGvNSmN4xpa1IymPSOwRgqh7hcaj6L/8Ga07M4jenBkLJTPD29mOgugsQj6jmpF6rVRRDIjwSdwsACnJY7+w5vQ/tIgrOHaGbJ0Fn3N9bRgeF4EbS8NwMoXq/aLZqFjy6WEABELg0tbQShF87ZsydsaAEoIaDKK7LJmpLYNwRrOcwkEzwdfRsRCfl4zotl8KT8v8v3eC5ZVGmMIwB7MAY6LYnEUD2+5FZlMBqlUKtAxTRUIIbj77rtxwQUXSNNs27YNy5cvx0MPPYSzzjpLmCaXyyGXy1W+Z7NZLFq0CGdY70eEhPAWBoDoePEaNLMb0ekQ0Am7FIXKsvVMsdnq9GaaM7PVzRpmpkk9YyjSAh7Dvb6/TTN/Km8dY5RBZtCw+2uEkl/onKptfoJCZLjL2i8yYoIsSFvvQ+0ztkGaRjPcTpmWT8OeC1WdjPdNdK6FoohFJvCYa0scB3Agv9Ya550UXUT7BN4rkfDj6vc+W7kimnYMVOcLIogpBckX0bItq9duiRgnuQLan+/Xq5udqpv5n+SL6PhLX/X2ILiAnc1hzp9zwvy6i67Gdw8ivlsvv7DMoouWrZnSMYV4/gilwEgB6Rf7Q+UHSvdWvHdQ6c1V4rqwB0bLn2eXYbBs2TLMnTsXW7ZskYqjeDyOeDw+wS0zGAwGQ1gaHlZ3yCGHgJ/qlBCCdevWAQDOOOOMmn2f/OQnq8rYsWMHzj33XDQ1NaGzsxPXXnstisWiqDp9VB6YsPBnz4V83IQM3TAr3vDmw7hkhqboCvPtm4gOHpHhpWOMqa5V0BA1fh8vOFnPoqytQe4dXoAFKUfnuGVCWpZWVqZu6CVbpo4w0inHgw1Blc1Yx5cf9FljqITLutXf/TpHRNuUobc+bQAQWhjV1M9eF/4a6dxvqjS86BF9n2XCCAB27dqFAwcOYP78+ZPdFIPBYDA0iIZ7jp5++umq+OsXXngBZ599Nv7u7/6usu3yyy/Hl7/85cr3pqamymfHcXDuueeiu7sbTzzxBPbs2YOPfOQjiEaj+Jd/+ZdGNzcwVYaRn2Em6jnXWeAyiKEUZMFMD9bw1BwXNWGwXpwgBjtfhoiAXkQtr50olI8XrLLwSb4NYYQXj5/HTLQ9jBeJR+Q91bmv+GcowKKuQjTzSxdaRbVQUXmAVGUEgbDXK+w9zzIeYR2iECSVGJqmoSWDg4PYsmVL5fv27dvx3HPPoaOjAx0dHbjppptw4YUXoru7G1u3bsXnP/95HHrooVizZk3wyqiPutcJDfOtQsMrrbNQrEZEF9Vpr8594Rc+1qjwPR38Igc08R290KBwOK22mJC58EzT95ohOA0XR/Pmzav6/rWvfQ3Lly/Hu971rsq2pqYmdHd3C/M/8MADeOmll/DQQw+hq6sLJ554Ir7yla/guuuuw4033ohYTDClchhUIW3cuCMP2XS6QthQoPEUH+w01mHzTiVkvd0qocHub8TLS1SvKo1qu+h+EYXE8ftldQbxjPm1rxGGuIcnSvhZ4/w6B1QeIl7oKIRPRbC4+sdU19pATBn1en0ahmi8ouo+bej1J2MG3jQ2IJ555hm8+93vrny/5pprAACXXnopbr/9dmzatAnf//730d/fj56eHqxevRpf+cpXTNicwWAwzCDGdcxRPp/HD3/4Q1xzzTVVgzV/9KMf4Yc//CG6u7tx3nnn4Qtf+ELFe7RhwwYcd9xx6OrqqqRfs2YNrrzySrz44os46aSThHWJBr0qURmt7Cbuh15LIKl6r2VhblNRqIgIM76qUcfnN24pjOdDJLh06hHVJdqmI5aCtM3vOFVt8mtfPUYtIYA1FiZWdb1DTJYQlCCdGOx+77No8hWZcNHZH0r01CtWeI+rqg06z4pLgw9an8bCCCiFfat6+X/3u99NYGsMBoPBMBmMqzi655570N/fj49+9KOVbR/+8IexZMkS9PT0YNOmTbjuuuuwefNm/PKXvwQA9Pb2VgkjAJXvvb290rpuvvlm3HTTTY0/CA4tYeRH2AkcGkFQocK3VZVXVrYsD5tex1hrtOHl56Hxu9aqNovC7ETli0L3RGXqhMsFaWdYQ1x2jfnxQzx+943OdtFzoyG8eDHEUrWgqyJNELHTcNFUKUDD2xPmusrElI4w8tK43H3cSK+UwWAwGAwTyLiKo+9973tYu3Ytenp6KtuuuOKKyufjjjsO8+fPx1lnnYWtW7di+fLloeu6/vrrKyEQwNh0qRXqCCMJFH6jKz5kYzMm2oukqi+IiONnFAt6DpjB6cL8Or3gQb1H9Y71kIkYvsx6hI0qTMovPI9thyyENAyycDlItqsmBfHGvPH3j247BPDPq/aU/Agwy1wIasoJct+J7tV62xXU08qPVWBD6QwGg8FgmCGMmxn++uuv46GHHsInPvEJZboVK1YAQGUQbHd3N/bu3VuVxvsuG6cElKZLTaVSVX9VqIxDbqyKyIAKZCDpGHhBwu4aicpQFQ2OD1Ju2LazY1XClBMkNEzmEZIJiyBCS2T8ysrgt6vSsvDt12mfX9l+Iab8uB/Z9VF5dFTPRNCwu5Cz1IlmmeO/eyF2Xlr+f/9KxkEssAI36Lgy77vOuDlV2SIRJNo2zcPqDAaDwWAYN1P8jjvuQGdnJ84991xluueeew4AKlOhrly5Es8//zz27dtXSfPggw8ilUrh6KOPbmwj2ZAmbsxCQ2HFh6qHvZ4JYMLm53vuRfvDlDme6XWReUxEoWw8KiGhuj+CCBBd2OMIIth0yxbhFybH4zeWTiSc6p2ZThPVGCT2WWfD6rzt/P/8/toCA1xn3bSydKrtfmIo7D2kCrUL6x01GAwGg2EKMS5hda7r4o477sCll16KSGSsiq1bt+Kuu+7Ce97zHsyZMwebNm3CZz7zGZx++uk4/vjjAQCrV6/G0UcfjUsuuQS33HILent7ccMNN2DdunWNnxGIEFDbi5lXiyJpz7Gqt5ydiUtn/EQ9NKIcv/An0b5GTTAxHgIpjMDxC1lSGYCiGfPqHXvhNzmEXxo/xqsjQHU9LUm6EELJb0ZJVtyo1iwKNBOlJrpjjEKNRZLdY6pQT2+/jiCWoQqjGy8BbzAYDAbDBDIu4uihhx7Cjh078PGPf7xqeywWw0MPPYRbb70VQ0NDWLRoES688ELccMMNlTS2beO+++7DlVdeiZUrV6K5uRmXXnpp1bpIgVAYwdQmyM9tBrWA+JvDoI58zAE/WJsSUjLsCAGN2iBFt3pNBL9FLNk0hAAR4r+mgsyolxlHQUSKKlQqiNE6keOlwsxOB/iP0VHVJZv9Tae3PgyqMUdB6mnUOBU/RPeLzFMkmuyDD+EDtO8/PyEk2q5a02i8p+n2ym+Yp1pXlIvC7lR4gijIGCMjjqYNemsh6YRzNma9JL/1nSg07i1niq3D04B1gRqyPpF+ZRNXl8EwBRkXcbR69WrhdKiLFi3C+vXrffMvWbIEv/nNbxrTGIWR4LQmsP2jFE0tOXT+WxPivUPyYiQ/9sOLW7FjLTDvKRtznu1Tr28keucTgpGFLRhYEMG8ZwdBcgXl4YjygxA4yShoxEJkIKe3cB0/UxwAWl44j7husLAqviyRByUoOsa8al8jB62z5chCk+ppi47ICxMCyKfhZ8ibCERiSJRGJaoUyGabE03A4G0XTdjApmE/q6btluULOsFHIBGmKns8ri1rkMmMM37GOq8tBoPBYDBMQ6bL6jrhUXgJrLwDe08cw2+0wB7V6dJC1WBtEIKhbhvnvu0vGFwsGN8i6gXny4tY2PEeCxde9Qj6jmypXdmbLUNi+LgxG69+NIZ9nx3F4LLWsXYEuLo0amPvqWls+XAKxbaEnnHDh0QRguFFrdi3Ig0ai4QzkAiB0xzH0CGtoFE7eH6mHDcZBbXt8GM7CAGNWKARSz5pgU7ZqnS6wijIgHydcsarDNkirxbzZ5PSHzu5g5/TlD9HdUwAwookVpjIvMZKYWRVf6cBz6/ngaY20Q/rE3i4tPPy7SMEsKzq58SlY38ieC9CuQzYM//nxGAwGAwzn5n/a6aIxye5ApbeO4zlP80hMpALFfff8eIw/njnyej6Uz5cr60LtGyz8V9/Pg3JA8Xa/X7TbAOARRBry2F5x34UE2PCrSa9TKxRCicRQeZto7jqPb/F4ALB2C6/XnyrLPTeC/zNp9Yjc2izTwYBhIBaFnac04zua7di79tTJaPLz+AUiJqRBc145WNx7D85Jc/Pb+PCktxkFDvXpLF3RbriVatJ73fNLQvZw1rRd0yqZICKyvCDEOQ6mzC8sCW8sCEExZYYcp1NdYkjGrVRbEtUnw8X1feXz71Cozacplh1R0DgmREt0HhUmI+fcQ6oFj6V/VEbNBHxFRbSGessgMajoImIeL8PhFIgYsFpiZfujSDnoHxPU8uC2xKDk07418/fa+X0blMMQ8tTYx0avPjhv7OiySJwWuI4eFI78p0twReNNRgMBoNhijHzxREgXaCQOBR2NodI/2hpzJACYe+sC9iDOXT/oQ8JRUiel1ZkNBLXRc9jGRz2b3kkdw/pCyzWrhwtYsF/RnHg60uR3jxQbrBmT3u5XfZQAZ0PxvBfP3gPUtuGxfn92uICTTsi+OGLpyDR5wQXi+X0boyiJ5mBG63dp8rH0r8siu+f/Z/oO5aOTbqhyie4NplDm/B/PvYDLPjAdrhN0doEfpQFSeuVu/DWq59Ffl4ylDBxklEc+NQQFv3zKxjtaqq+jzXLo7EItn8KWHjTKxg4tFWeUDlGzsK2C1sRv6kXg8t9hBovmJgytl/Qir3X5dF/dEqQUdJ+NnzOtrFjbRt2XEcxsmjsWHQmVKn8H7Wx9aIUNn8qAScln+hF5VkqtifxyqejeOWjzaDJqG8basq2CXpPbcP+fxpF7zvTNcfpm58Q0EQEr3wkgS2X26XjkHUG8R50JpR215mtsK/ai/6jUiXR6wkkixFKMtFjWdh/Ugtil+zFnpWJMcFrxhwZDAaDYZoyrovATglkg+QVYwn8qBq34AIArRIPVftlg9C9fZSCFN2SOBP17Pq1r7w//uZwzTYtyu0mrov2F7Jof0GRnx8bwgkm4rpY9NsM8AABKeTE+QX5qspwHCz75SA2PXwC5vdlar0zmpNMdD01gM987UocsjUP4vgNOC9fM1QbgKmtI/jfd3wE8T6KrqGM/HoojsseLeK1PyzG1vhiLOsfDGU0WgUHA6+nsWEggWXDGuGfonNEKZzBKHYMdMDOUfW9JTkeSgioDbREc+ivaqAkv6BNlBAU2l28rXMP/ppsU+eRTQZiE4zOc7F2yat4tvkkJJn2AfIJGaq2RSy4PaNY0tkHN94BG2NCyC/UzqOYjGBh1370RlOgNoFM1ojGFHltcRJAT8sgdkfmVNfnN7bIO04AVs6CSwDiCsYrisaaceOqmnopdm6aj8UHiqX6fb2h1QIsvb2ANx+ajzmvFI0oMhgMBsO0h1DRzAkzgGw2i3Q6jbOW/yMi0eTYD7ogBAtAoEHUfr272tMCN2oa7PFAY7xU6DJ1ymOvC1+GBf/zxBqD7GdBPuKUDEIa4XcwRqXqMZEdF9M7D6B6ogtR+2WCpTz2CZYFktcwQCVl01gEbsyGPZgrlaGail1yPDQWQaE1htjBEfHEHyqRUy7PaY6j2BpFfN8w4OOxFWIBTksc+bYYkm8MghRdrWcSqB4rVEwn4cYsxN4cqrQ7qOcnP68ZVt5FJDMiLUM0qUPFgxW3UUgnSuez6Krr57w+Xjk0UQqHIyOFanHDv9Nk95ZlATYZ66CRimZm1jrvu0VqnxPHRbEwgoe3fRuZTKZ2Qe5ZjvfbdAa5ABGi8Ej7zNo2kWjNVte4yiauronCzFY3M5iZ5vKsokgLeAz3+v42zXzPEUuQcSt+RQlmw/JQGmqqXnZ2cHrY34cQ3o2a+vxEDJtetaitzmx9svSyl5BoUVERspnkZPlE10ynF11Vpud9cJza8kV5ZHVRClJw4DsPrncOJWWTXAE2Oxui7H7zxIzIy5krIOYJNNm6XrLv5fT2UA72gMCzqEs5nDU5mNOeyIGdNpsSArhApG+kJk0QiEMR2ztUVUYVZXGiXIQ25yC2b0guiliBwwoQT3C5LshIoTq9tMHcu6ESXuyIby2ZMeaJokoaYzAYDAaDYeYwA7toBOis6h4AfqarhqxTwhv9YTtuVKKCLTvEtMlVZYnK5cuaqusjeZTbF2i2r7DoCq2ghDnXovwqeLEkOg6/iUN48V3v9ebuYb9Z5fhpuXXC5oRw6ZXPv2RCiJpkmqGzNdtYDxF/f+kelyod/96sCm81gshgMBgMM5PZ4zlSGb+isT5Bi9cNpRN5XXhkYy3qRbYYp279KqPWz+ANEqbn55mSncMgBjdbxlToIggScihC5fkLEj6ncz4bde4C3ud+z5hsTSLZOkL8tlAiJSR+k0dU9uu8U3iPEP/Z2897oAI3WjGxyXh3LhgmlUaFdDVsMdlpxoSGxBnCYULmDAyzRxwFoc4fe9HYgirqeff7GdEqw0c0mYIrMDqD9uzLQugkM/QpxY+fJ0Q04x8TKqXd7rAibzzgz4du/bJz65eGJeix8tdHVT6bRmfSBg34e5UPiZOJDq2OC7/nfoIEgNakDF57RB5JPg8/EYNgYgYprDHrcvkUYqsh3nSDwWAwGCaBqdBnPnH4/WB7A4t9eqdVs0/xn2uqkA52VjetgmxMSaVyjYkD+Cw642HY7TKj3PvT8QiwoogVUhb3x7eHP34L1VN1s/WOZwekLDQxTJ388enUxe/n84vKFJ0bF/5CpxHnsQFl8KGs7LMUdtxQFSHy8vXVVb9I6Mg8Qrw3qF5UPdvegrDspDY+9Y57mKrBYDAYDOPEzPccUe+HXTOtz+x1qnENutuliIxtnXbX4zEJ6zmQfWfboxNCyLajHgNaFQrIpmHbJ0o7Wd0FnrErEzqye4P3zogmV/D77Ce+xinMUzlRgUTs+Ikg3ZC6RhE4NC8MsjFHQfKKPMqy2ef4/bLvBoPBYDDMQGaX5wjwHxgfINafHdStM6YBGKceVVWI2Hh5T/xmKlN5I1TeL5FHQ7cNfDv8vGx+ZfH7/cbj8F6wIHj3ip/XToXMk8X+BcHvGtZBo0UE/wyGfc6mlMdDNxQwLKJFXhs1tsSE1RkMBoNhmjLzPUeAfLY6v7CUgGErDTMIZJ4Cdp/O7F+qcvj9jZLJKi8Hj8qzxJcjm0xCx9sj85aJzoXs/OiUq9oe5DzrzPzmF4rHlyca/6MSuDpjiupA5fkRha4Gme1NdxFXkVdp0o163ffNeE6CIBNIgmnADQaDwWCYacwOz5Hsx14WO8+tJSKisoijIqSuIb3QvMEum/xAh3oHxet4gXQ9MDLhI/L8BPHq1DPmx+/81HP+wowlkpURRMB56XW8aEE8TJrtDiI2VGJI9jypxv7V3bbxmn5dRpD3hWrmOJ2pvcN4iNgxmfw04gaDwWAwzBBmh+eIh5llqTSYv7w6fJAimPES1CZCYzHQIHHW8JU1hZ+4wCPIGBo/b5EqdExliNcTAsd7bWRiS8eTE8RrxdclKkM1ZipI1wIv3vxC8OoJr2PrkW0br3BLDl2xIhMq/PpEOukbhmbbGzKuSeaVYYWIzhTcOmlUwkg15ojHiCKDwWAwzEBmh+dIBCGgURt9x7Wh/9g20KgtnwKX/+xhATRqo5hKAJHqU6kbEgQLpbyWNfad3+8XQmX7z7JXQWdiBJmXQSac+O2qMvjyVGJQd0yRyHslKldXEPBlqsZBqerxG6Okqp/PL4Nvm6hO0eQYQcZjTQAqT2xDZqLzqXey8lchev/4vYNk7yz+fcAKHXasEU9QjxLrTWInszEYDAaDYZoyOz1HZYrpOA6eNwxCgObdScTeHKo2KETT6nK9uv1Ht2Lv6Q4WPBhH6ysZoUGrNKAsC/1HpeDECTr+kgVxHEk67rNn4BICalkotsVh5V3Yg7nqWc90xuQwbaGEgLhu9bHLvBAiIVevgSQ6Thm642dE+0XbVd4avzFDIm+ejDCTKwRJU684mwT4mesmYmKERtXREG9VPQu0yvJQThDx8LPTsdv5ckTnytsmmszBCKT60VkMlUzxB5vDLIY6zszABXQNhslger1ZQ0AUMfH2UAGRF1tgvdyCyFChtJGP12fHHwkM/5G5Ft52zDYMz7Mq9QUxlpxkFEMfzKDnY9uQn5fUPzDmyhXaEzj4mSG8elkEhfbk2H5+zI7svUkInNYEXju/DTvXpkteNAjyiAQH64WwLPQfk0b2iLTaiyWbPKIsrpyWOAodTaUyRB4hvzItgNo2aDw65pHj2y2CL58QUNsulSHztKja5+3jz4VOGF3Nd6tUjsrbFsTjF3S8k08dge57Lr9sYVe+XH42OmqT4GP7VGNkAhr0tHx/1iOy2OMI04ZKO1hxpdsei3D3uCSfjzCitl0ug8jTGwwGg8EwTZjx4khI2UAio0Us+VU/DrmnH2SkENwwcSjm/zGL3v+7HJ1PD0iNTdmClbAAa7QI65F2vHr/csQOjsrDtkR/XnkuxeBwHBi1QBzJMbCeDd7ApRRDPXEcs+oVzDtjN5xkVOfoa8h3JLHgyi1IXLG7FGrIohlq5yaj2HYVQexLvRg6pHUsrzQDakUaIdhzRhrbrrEwtKSlun6dsMJymoFDU9j6wRQyR6aqhYkqL3ecTnMcu85ux9CylDj8T3V85e00amP/SWmM9LSUQihllENF+RBPT7iOLGgtic6wT71NMDq/BcX2ZOAyKve8TVBsT8JtigpFko7AojaB0xqHm6gtw78hZUFACJx0AjRqhxI3lBDQRAQjC1pBE5FQE7BQmyDf2Yxct891lUEI3FgE/ce3lTpFeA+SX3sIAY1F8ObKdmSOaa8WOFUNFXiSvFDHWAS7z+5A7xkdcBMxI4wMBoPBMO2ZfeKImW2JuC5IwSn9uW5tGlUZ3sfRIpq3ZUFGi77TBgNcCI4LEMfB/Mf7sfi3/SD5YvDjoRTR/lEc8i2Cw+8cQSQ7Wr2fN8DZSQCYQ27dNohd/34o8v/djchATlyXj7CIZnN44ZHDsWf9QtjD+dq8Kq9HxbtF4eRsZHIJWEWqVW9NHYRgcJGLTx73e4x0KLxgMm9NWWDtO9nC9z5wO/a91adONi8LIThwfBP+f5/8T+xcg2ovll+4IHOe+o9sxeWfvxevf8AF9bxYIhxamljErS18cFkrjv7y83hjXaHsUVPUL8ICRrubkf7nndj2iZJRLEI2NbZ3/+e6mjF8fQavfDQJpzletc+vLE+ADC1N4Y3PFfHqJU0lg55Lo8IrY/CwNPr/eQi71qTlHj5A6GnyPEY7z06h+4ateOPdKcDmJmXQEHlOSxxvfDKPwX/MIDevqdoDpAElBAePT2HJulew+3Qmv2i2OgmjXU2gf3MAe05Fraj24NvEfHeaYsgeXUB2uVsSvAaDwWAwTHNm9ZijQOE1ghmjKiaCZJiQFi6ExqwQUQiXVcpvD0kEjSak6KL9+UzpCw0gSpg2kXwRS3/ZV11GEFzAGi3g8H8ncCMpRAYGxfX5zljnYvn/jOKXT5yNOduzlbLl6VGdxiq1f+FjBVy1/1NY9FLZq8gKS79JMsq0b87h0z/5BLpfpNVjwVh8znPL7jy+9vB5SL9ig7jD6vQiz6ELRIZd/H7XMuT2NAHFwbF2Bwits3MuXtjVA2tPAqRYfb95M7bJZpariBaXYjgXAylYgdYnYkUWtQgsS52uuuCxMTNeW9wIELMdDBGUPUmCvOwzz9VBQRAbAP6yewGaMgIhoprcpbzPKrgo7GrGm8kk2kby1SHAGmOPCKVoeSOPZx89AvNeCfESohSJvcMYuGcOFhwsdRSp0rJt9/6PZEaw9OdRWPk8In3DZmpvg8FgMEx7CKUz85csm80inU5j1dJPw441AbZVO2ZI1ksrG4DMEjJ8hDUAA4fzqGaIk6GaYU41uUDYNulOhKBbpqgMmVHP5+MNzCCz1VXC9Kwxg09nkgVWYHkzsFllIeC6IA4VXnfpPeFNuhGLAEW3NGEHW4fuMdkEhY4krFGnJKSDXpdyO4ptCVg5B9ZwvqYMfkyQrB2j81sQGSyUvJxusAkNKCFAxMJITzOiQ0VEDoyM5Zc9t9x2r4zhRS1I7B2BNVwINamCm4igkE4g2jda8j6z7QB83xHUJiXvGQHsbE4+PlLxPqKWBRq3S/V7yxHoHIs3GUN5Qhfv/lQuACs7HnZChvIxOLkhPPT6bchkMkilUv7tmUV4v01nkAsQIXV626bZhAyGccZMyBCemWkKGziKtIDHcK/vb9Ps8BwFGeysI4xCwk5XzI+v0BJKfu+9Rr0XgxjdojFSshnkdNGZGU6V18vnUP22iCYq8Lx6OudDeB7K3g1vBsJyGn4CAkAiiphySK7g0wAfKEX0wLC4rTq4AEAROTAir4LUrvdTc487FIldA5V9oSYzKLpI7hgrY6wyvQkFCKWgRRfN2zLB62awRouI5Yaq2xHgB5Y4tDYMVphQfo6I64KMaF5QdnY6a+ydWBLcinb7edhdQTpjaBgMBoNhmjI7xBEA4bS1vBAK8oMu6h2uU1iJwozqRmTYs8a/SjyEFTmNEmlh6uXbrBsaGGCihlBt8jr1g1xTv2MYh+sS1qvpCR2dBVG11wDTqHMy8vqWE3T2PDaPRjhdQxGJIllon8ozZzAYDAbDDGH2iCMZQX/YRQaDX/mCnuuqJI0QQToGdL2iRXcdn/HGL6xOFUoootHHwo5NClt+o9sUoDzd+5H1/AQJF9URUH71BkYz1K1uNML6hOh6tUV16J4P0Ux0FqkVSOykDmHaaTAYDAbDNMaIIxEqY4bdJ/MesbAz2/mEEbGD2UN5GILAG/Ci/bplTDRMeBrAGON+4XZ11jdu6achKoHCiybR9vGoV51xgqeYZt8NOmKGf6eI3kFBvEq8p5wVQLLtqjbp1m0mZDAYgmPGCk0+Or8R5t02a5gdozl1b2hdA0plAPiUITPuvDFIjTAgAeiLGxmyabfDTAYgoBFhTdrnaar87kzQ01bPueXPqawsv3V92PvZrz0Nud/rYbx+8IKGoOm0g++IUeVxqVz8qPaFbRsrCIOUPYV4/PHHcd5556GnpweEENxzzz1V+yml+OIXv4j58+cjmUxi1apVePXVVyensQaDwWAYF2a+OAoqjNje0nqMlQBrljRMELE0YpY4UZn1TrZQJsjx6qwfJaUez1ijmQCRFvRe4kWM6Fzrii1PMKlm45PV0bD7P4zQqbdu77nXfV/4eZNUY3t0J37gJ17Q9Rap2sx+l6Wb5gwNDeGEE07AbbfdJtx/yy234Nvf/ja++93v4qmnnkJzczPWrFmD0VGNiTUMBoPBMC0wYXU8OrNf8en5kJMQU4TL1oVpqHBqxDTbk+CFCXP8ovNWvd5OfW3SuS6NCiMLMgYoDH6zzPnVx69tJGuvbKxRoyZHKBWmePZU+4PAP8dhxiGqCDtJDA8/xkg0vki3nsmeOGKCWLt2LdauXSvcRynFrbfeihtuuAHnn38+AOAHP/gBurq6cM899+BDH/rQRDbVYDAYDOPEzPcc6cD+0Mt6dlXwRoJGyJ2OYe3X2x4YF/JwOaA6ZG6a4xce1qhzKlu0VFVvEMIKQ906+bFBIgET5FyqJluo63w3Im+jOhlE5XjvjKDCKEybwp4LP48R/+4L4hHjmYHCafv27ejt7cWqVasq29LpNFasWIENGzZI8+VyOWSz2ao/g8FgMExdZoAZXAeElBb59D57yH7Yg/zgiwQT5x2qyeIzjkPEuBiiPBbG9U7xG9zvt03nWPlzqwr/0i2P/V/UDr6ORodPytbKClunKL9XBvs//5nPPy6oytbxxIx3yJcopJYPgxO1U2cMUpgOm6BjikSTP4g+1yOYpjm9vb0AgK6urqrtXV1dlX0ibr75ZqTT6crfokWLxrWdBoPBYKiP2SWOWIOBlFaGp1EbNGqPpdGN6fcol1PP+h+6oiiIt0O6qKgOoqmweU9TAwWTzgx+wNjxs4voNlQEIpxA1cmnG4Yn88oEFSNBz43fosS6ZTX6evga4kHr000f5jhkAqZR5ySI18ki9Y0zqodZKp5kXH/99chkMpW/nTt3TnaTDAaDwaCg4eLoxhtvBCGk6u/II4+s7B8dHcW6deswZ84ctLS04MILL8TevXurytixYwfOPfdcNDU1obOzE9deey2KxWK4BvE/0p7BQAjclhheP68Nb5zVDhqLVLZX5ZWJpbIocptiGD4kBTcWURsrinEYiFilP8HVUBndVQY3I1aEBqruYqi6d4QoBE+Qv2GLbbqu0OBiFx7VmVxAWYdPiJwsfT3pZIKIhz1GNh1/b/iFtclCNWX3GTvJgle26p7UEZaBxCcvOHjDO6hHRTdtUIEsS896feoJ1RXV4Xf/eZ1B9QgjvzbLQgxnIN3d3QBQ83u1d+/eyj4R8XgcqVSq6s9gMBgMU5dx8Rwdc8wx2LNnT+XvD3/4Q2XfZz7zGfzqV7/Cz3/+c6xfvx67d+/G+9///sp+x3Fw7rnnIp/P44knnsD3v/993HnnnfjiF7/YmMYxhkIhFQNOyGLgyALcBCNudI0Qm2DPqa0g/2sf+o5Lgdoaszpxxh2N2nj9vW3Y8Z62ag8Wqo1IUfgWJQSwABq30Xd8G/LzmgGbKA3kKizm/4gFNxEFte3ahVN11w8ipJTfJso7S2Tk17SLy89653gDPUiIoko01YSVKQRnEOGlErfCerm87P4gIXKiUEJRuV5beFEpa4+sPl20zl09oa1TxXPhhdbx29jPuqLJOybRgq2y/KznSLQArLddtM8vHNCr2yKALfGczzCWLl2K7u5uPPzww5Vt2WwWTz31FFauXDmJLTMYDAZDIxmX2eoikYiwJy2TyeB73/se7rrrLpx55pkAgDvuuANHHXUUnnzySbz97W/HAw88gJdeegkPPfQQurq6cOKJJ+IrX/kKrrvuOtx4442IxWLBGqMwsuJ7hzDvzlZYRQprOK/XW8uWSSmS+13seLULC7NOrYigVGk0UELgNEcReWsfHMeCuz4KO+eMVU2pUADwhmjmiFa8/TPP4P/748k47K4orMG8vrFaNv4zR6aw77wc4i8ksej+DIjriNOyx8iF3xVTCexclURqG8Wc5/oBiEPJRN6OyueojYHDWhEdcJB8Y6CqDp1Z0DzB6CaigEVK15VbNFYG74mjdkmsEjigrthDw3tvarw5Fkqi0VG3gRV8NeWWyygZx5J6uLbVUL7O7HHozkhXczwA4Iq9VH5lCsdoiZ4TH0+MVBgHCTst38/EEwABDXxqk7H8KAxQOQAAWeBJREFUfBt4b5fXduY4qtqgaru3XSCMaKR0QUhB8Lx6yGaps8thxbFI6TkpOtX1ydriCTKLwG2KodCWQGzvEEih7N13p8rCYsEZHBzEli1bKt+3b9+O5557Dh0dHVi8eDGuvvpqfPWrX8Vhhx2GpUuX4gtf+AJ6enpwwQUXTE6DzeKhhqmKzrt4FnSqGKYn4+I5evXVV9HT04Nly5bh4osvxo4dOwAAGzduRKFQqJrt58gjj8TixYsrs/1s2LABxx13XNWg1zVr1iCbzeLFF1+U1qk9I5DXS0opSMFB8/YMkjuzIMXgPzLEoWjf1I/D/3sQzduyY0YWiygEiDHsIgM5tN3Rijk/aIY9mKutQyM8rHl3Hvc9+la0vWSB5Jyqq6rMy3iFRtsI3rFsK0a7yhtEd4bPKcoeksAVF96PN1c6JU9PUCwge3grTrv+SRy4Yghuk74Qpoyx6TbF8MqVMbz6qQic5jgAseeHDzOrKs+28doFabzy0daSR84S5xMZ+5WybILM0W3YfmEbinOSNem978prZAG57hbseVd75VhE5ciOyyuj2J7E/pPbUWxLCI9XVg6bliYiyB7ZVhKeXBk69yklBDQZxcCRadC4PXYMAX8gi6kEhpanqsuoNITzxki8ioV5TcgczXhrdb033seIhczRbRg4Ij1WBvv8y94FzH0zsqgVb6zqwOjCVvlxsHBeHrc5jl3ndGDHuR2g8ehYOlE4nWBab2pZ2POudmz+WBK57ha5d0lw/KUyLOw5LY3tH6EYWdI6eWOcGsgzzzyDk046CSeddBIA4JprrsFJJ51UiVz4/Oc/j09/+tO44oor8La3vQ2Dg4O4//77kUgkJrPZBoPBYGggDRdHK1aswJ133on7778ft99+O7Zv3453vvOdGBgYQG9vL2KxGNra2qrysLP99Pb2CmcD8vbJCDUjkGessAaNDqxB7FBYo8WSuPLLLzKYHIrm7Vk0b80Cjt44mao0LhDtG8GhPx1C51NZEKe6B1nLg+QC854bwl+/ewwW3++UxveEIL1tBP/5i3Mwb4MduozYgIPfvHY0ht5orQjWoOOH3IiFeZ1ZzO/sr/Sse4hC00TjaGjcRvNb9uOcdzyHoe5oTX7ZhAVVYXARC70rgX/+wM/Rd1gCsPzD82pEFyF4411RfOSK+3Hg+CZhPp3JGna9O4kzPv0k9pzWFO6pt4B9b2vF0qv/ir1vb/VPL7rXLWD36a2Y++nXcOD4lLwdimtNLQs71jbBvmovDh6nKENVnk3w+to4Wi/fheHFzRoF1FLoSGL0w33YfV4RhXbGMNa9Ty1g31uiOP5vX8L+46PiNKqyCEE+HcPw8SMoHD8Ep0lSBiAXKhaQbwVic0bhxPjBghLPFyc6IyMUpC8Ge2RmeDDOOOMMUEpr/u68804AACEEX/7yl9Hb24vR0VE89NBDOPzwwye30QaDwWBoKA0Pq2MX0Dv++OOxYsUKLFmyBD/72c+QTCYbXV2F66+/Htdcc03lezabrRVIXniJJfjh9/uuCq/zQ5GOUAooImK0cCjISKGuIqzhPOY8V2BCeAIW4AL2wCgOubvs/fI5ZqFAcQmSbwyi51+jIMUhkPzYJBzSMVf8Npcgkh1F87fTACGIZAYqaYPM+GaNFBD7cQeeTszBnL9ma84H61WRjm8quuj8E/DVob/D4i055TlVeZBatwPf2XAWluwSnw8RVWGYIIgfAH697Rg07afSdshC1bztdg7Y0j8XkZHgnQgASvdIDtiZTSM2qjb8qxvAhKlZAChB3rFhFeXH4lderI9gy555WDLk1OyT5mO+2yNFZF9tRzxjwR4akOeR4QLtrzh4JnY0OjcX5eKff18x7Yy/OYz596RACWBnM2PpZeVwkKKLRQ8PovB0DPHdA9U7VefBo+ig84k+zNtol8LyHKaDKEBnhsFgMBgMU4lxGXPE0tbWhsMPPxxbtmzB2WefjXw+j/7+/irvETvbT3d3N/70pz9VleHNDuQ3I1A8Hpfur+AXOiJDx1gIUpbPeBGdsCc+fd3rzDghDBp2HJILAAIjTHAsUoHkANZgXppX5DGpEScukNgzWPns52URlU8doG1TvzKN6FiqrotD0f58P9pftCrjMPjxUZ6HjXD7KmU6FPOe7se8ZwjAhH6qjqPmnnCB+Y/3gT5hgRT6lOOeZNupSzB3Yz/cl5pgDcvLGMtEau5zQim6f98H95kErOF+EJ37jS/DoTjkngzcB1KwB/rV44Uk24lDsfg3faAP2iCjilkwvfzs/2WswTwO/WHZyyo6Di59zW7XRerlDFKbS+2RigrF+4oUHKRe7hfn88OlgAXYmRHYmZFq8eTT9gqUghSKIPlCVfvJNA2pMxgMBoMBmIB1jgYHB7F161bMnz8fJ598MqLRaNVsP5s3b8aOHTsqs/2sXLkSzz//PPbt21dJ8+CDDyKVSuHoo48O3gCXMTwaMbUt0JheUbYMJgQpSAiZSFyIZh3TQqMHXliupoeJnxKaNeBls6OpPD389NJ8G9nxVDpeFtW50j2XQhHmoiRqApynmnqd0vg41XXlJ3GoSeNQkJyjJ0hkOBTWYF6/DIk3zR7I1ZYhOr+Sc27li4j0j1SLChkywVd0YY0UxNeVH7ckKIdQCitfCqeVTTPv14lCXHcsHFcUhugHpSXR7dUf9L3Gvg8pFbcjyPn1nuOwHVAGg8FgMEwBGu45+tznPofzzjsPS5Yswe7du/GlL30Jtm3joosuQjqdxmWXXYZrrrkGHR0dSKVS+PSnP42VK1fi7W9/OwBg9erVOProo3HJJZfglltuQW9vL2644QasW7dOzzMkQ+GtASAPX+HxelVDGEO+bWK/q8L5vOo4z4mOh0YmRFSEycOiyhemTHa9HQ/RbG9s2tKX2nuAFzS894ZPKzvXfuKKbXvVdg1BGETkBmlXEEKX4/fc1dM+mRFfjwdVlFfkSQkpymrS6HppgFrx472vwnT26Jwv9j0X8JzSBt13BoPBYDBMNA0XR7t27cJFF12EAwcOYN68eTjttNPw5JNPYt68eQCAb37zm7AsCxdeeCFyuRzWrFmDf/u3f6vkt20b9913H6688kqsXLkSzc3NuPTSS/HlL3+5MQ0UCSDPuPATSMwgeWlPdz0CiRddmmXphorx22QTE9Q0sd5wvQD4hXwpp82W4DsjnKCeMGKA99oEFTqNEjJSwtyf9SIIr6tqjw5BRARbD9uREaDTQVpuEMGjky5IHfzMc0E84Ko2qcIRw5wjL7/BYDAYDNMUQmdoF182m0U6ncaqhVfCbmqt/rHnJ2ZQTXnLogizqTJsghpiMqPCJ5/K6BeOgWGLFngzGjJuSYBMiKnaFUTQeKjWhBJNMtAIAWRA+E4BQP1MsYjSyfLy20XGvuhZ5Y+BL1NXHInaIUtTDzriSPZOYtERNap3m8CrVsz04eF9/4VMJoNUKuXfzlmE99t0BrkAEaKYZdBgmM4E7cyaDpjf/WlPkRbwGO71/W0a9wkZpgy8MGKRCSLFTFFVZarq5HuuG0iNgR6gV1w4+F9SR80+fjHYOtCZWMAvnV+aIGO4go73aphICupxmIgfFd026YTN8WlU4Wsqb4ZfG1QdDDIBpHsu2fbJrrufIPJEWr33jZ8wEr0bdMSarpdJFl5MyxMymEkZDIbpSyN+18J60A2GKcC4T8gw6YgePt1YfZUwakQ72H288RTW+GWMdh3DvWpdHonnpaacgMJIVEbVmkJEvm5QvQQRTH5eOC9NqAkv/AhyvYOkraeNYe5BUWioLGxUlNevbLZM7zv/vwzeuGfbxrdRJC506/E7BlXonI6o0BUeomNrJDKBCwB0Zqx7ZDAYDIbZx+zxHHnohtCJEBkXQUJRdOuoUxhpJVWIBp3QOt90nHdJZyyTaOY5flvYcLh6mFIhdON1L42Td7NStqrOIOdX5i0NUm+j0svKUIXnqVB12og83ip4YVQPOuGOrHCcSs+LwWAwGAwBmfmeI49GhrHw4xT8DJDx6mkOgHCaacF3lYhp9NTgojLHy4M0Y1HdH/V6o8J6emQhdKzHRzU2RyWAVN4KVbt10ojq1kW3vEaKFl1E50/23mKvD39Msu/mGTUYDAbDDGL2iCMZfuLGC3XhvUwqAzBoiBybThQuxH8OiSgULMgsbnwonKxMnXqDtkFHoE3krHqTjshQFaUJWpbIkJYZxEHG7/AhbaK6VYhC4FR18MgMft12qtLJPMRBhaUorM4vBDiIJ41PF/SdohseGaQdBoPBYDBMMWZ+WJ3oR9oqGVrUslCY1wRSpIgeHK790VcZJGSsDNiktMgmuxikX2+3t9+yxIY/a3DxZUq8O8r1dMaJRggSv/C6WUGYEMxGhkypBAcrhnS8pDqiSTUORva8iCYEkFGvUPEjiOdLhvd+YTte+Jk02W0iRCJN9O4I0jbZNZ5tz6TBYDAYZiWz2nNUnJPE1g9GsPVv43BaBQvMWkQ8LsmbwMCyMLQ8hZ3ntKM4Jyk2HlW95ISA2gTF9iSc1ni1SNDpKfeKJQSwSWhBRAkp3QnM3aAKw1NijeXhF6nl8StXdTyyMseF8R5PEVQY6Rr6OuWx91mQY2tESJVIcCkH+YcUMSoB1mjR5PfcsmXy7xfvM//O0Z1dk/dUj6eY4b3dPEZIGQwGg2GaMvPFkWIQszVSRPKNCJK9FkiRGySjM3FDxELf4RF0nb0LmUMScnHDwsX8FzqasO0fgK0fSILG7bF0snETgjJzPS147fx2DB+SArWrBYWfqPCEkdMcx9DSFNymaJXAqUqnwiqdDzcRBSKWlngRpimLNH4GPR7VbHO0LDrDiCdR6KDvOA1JftW2KnQ8Mnz6MPuqGhXAo6AS/axnSVS/rFyRl4MtK4jwkoWhyvJrdjrUjc45FbWBDa+Tvb88YeXTgeNbv22V/vh263jlbAs0FgUiNmBZwe9jg8FgMBimIDNfHLFwP/j2UB6L7x/AoocGQEaLYzt01xApupjzQgH7f70Q6W2j4rA42XcGYlFQC3ohS/wmQnDwiBje974/YP/xkZKRopm3gmVhz6nNcK/cj70rWmvaoSUyCMHA8lZs/WAzBpe2Su8sv6m1nZY4DrylHYW5Tcq7UyaePC9afl4zaCISWCB5Y6uoTUDjNmjEUpbht7gujVg1Xr3SzgCePVsg9gIeV1V+v7FKsjIIV4ZMNPJiiQnvCuzx48qpEr6ikDIvrQzvvuHL0DXsveOwrNK1Des1IQQ0FgGN2vJ6Ze8ht3Tu3UQMhTnNoLYdfOZNi4Amohg6tB1uS8Lf2yToqHGb49h7WjuGlrcFr99gmA7wnTWz5W+izp3BMEWZXeLIwy0/mK4LaygHayhXPV5Ilc+DlsYYJXcOoOfhg+IxSywS4yu6fxhLbyc49KcjJYEmElU+7erYnMfd95yGOS8K8vPNEHiTZHn8jFi+rP7DbPzDmgfRf6gtzSMr0xM1u97djEuu/Q1eXxuvCD2hAGLaULXdArKHpxC/YQ+2X9BaGg/mh+Ac57pbsPmqBHad3Q4atfUMeq4ctymKnee0Y9fZ7XrtEBUZsfDmKe1485T20E8rjVjoO74N/ce1VRvjvKBQCARqEwwdmkLmmDa5KODL5L5Tm2DwsHTJw8mLeIHxXfW/R/lYskela9uhKXDcphh6T+vAyOLWaoGkKWpASsexc20HimlOWGiW4TTHsO1v09h9ZjvceLR6v4bQoJaFXavT2PYPpbZIPXYyrx8hyB6ewr6PjGDvKa3yNd0UxzTamUTfijz6l0dqz6FZ58hgMBgM05TZIY5YQ8H77AmdIL0YvAFBKYjjgBQcwE9cifaVBVb04DAimbLnScd7xLSXUIp47yAOubcfzduzgKMQZ4LjJOVtCx7NIHlzGt1/yACOeA0jZYgepej5/TB+9o3VmP/HIeFU3r5jlyhF2xYX33z4HLS/jNI59UHUTrtAsbO/DZEhxbkUCQOG0fYIVh39VwwvcIGIpb+YLOPRGl7QhMXnvIbUql44TbHaOn2ghKCYSqD9ol1ov2gXiumk+Dh8zmuhPYmOy3agePFBjMxvVntdJGXmulvQ/9EBtH1yB/JzmqrTsc8Xf3zM/4WOJsTW7cGBjw/BbYkJDGr1cVBCMLSkBUdd9SJGLumH0xIfq0N2Prl9lBD0HdmCd132J7xxeqT0BvSOQdOjRW2CvadYWPG+TcguTWq1nZ+JrpCKIXJUFoOL3LFwWi+N5npGdg6g2RjsHDcRDNsW9jvXxuT+Aqw/tyK1g/GaB/CgJXcMYNG9NrqeGgIcpg2uG2xNJoPBYDAYphCE0pnp28xms0in01jVfQXs1nR1uJnsx5+dFSpImIhoqm8ZjYjJ543KoGFKPmFzfrPeSb0o3il2a9MTxgBVemHs0gyAxHVrhJ5InAnbahO4ySis0SJQdOWeMlFvuyduIhaGF7cifiAHO5sLPHseJQQ0aqP/mFZYBSD9Yn+oGfhoxELvqe0glKLrif7qsXGa19+NRfDG2WlYOWD+HzKl86IqQ7DNTUbxxpkpOHFg8X0ZWHnOS6lxT7rJKLaf34rIMMHi3/aXOhVEefhymf3FVAI71jYhmiVY+FC5DP6eFgkdtoy2JN44vQkdmx20vJIp3Ws8CrFELQsji1oxsCiCeRuzsEYKcnEkmUyB2jZGFrUili0g0lf2OgcRFFbp/qJRu1S/o+H5Zo+JkPJ4JWtMzPCiSgfumhHHBQpF5PvexCMDP0Imk0EqldI/rlmA99t0BrkAERL1z2CYPGameWQwzFqKtIDHcK/vb9PMF0ddl8NOtemLIxlhRBNbnyxsqBE0qCzdKbR1x4zUiCNJOSrRxa+vFGSdI2laDS9BvVOha7VFw6gPvCiuQJxUZiN0mfxsXaJ2VCoc84QBACyAOBqeVonwrEwY4rVF9FyIymbb4U0Y4giOhW2/4hpXCfaanRIPHycuKCFjwkpUjt+kLt6xNsLLonOPBvCOBTYKPXHkUsBxkD+wz4gjCUYcTSNmpnlkMMxadMXRzF/nKAisB0hksNQz6Jg3+sJ4ffzKlRm744xK3LATJ4RdgJYvj/cWed9ZIVXvOkkTkl80FoS7dspyNK8zoRRwuHyidijqqrTDK0cmYmTtLP9PHHVSaZnMNQYVCCFdkeOVI6vDCyvjy+W3V9qiOAey94X3ngkjjOp5tmX5Gvi+oBbxv8YGg8FgMExhZrw4oqyRE8YA8BNEuiF1PkYfAHloko4hyoStCcvwtinOga4g8PMIycqShcGx4obfrhPyJxJISi+YRMRNmYVnda6d6tj8PGaKcMLQKMLYtMbRjbeY9xNPQLU49ROM7HbRO6AeT7MMlRAMU47fNlneCex4MRgMBoNhopkdEzIAYwaP6oddZMjwA6QDDJiuIPMS+bUnqDEkKssTTY0yrNjqBGUJZ8Njm6Pr6fApTzWDnVZdDfBiaaHyLijCx5TX0tsvO76w2/kyeQ9KI85RUO+prG3sftFzJapXVLesPr58VVu9sYp+axPx+3TeI/w1bzQ64pVti+52jclUDAaDwWCYisweccQiM/QCzhYFoDoMT3d9JKDWCGUJY7CIyuMNaXb7OIgBP0+P6DsA8cK0qBY3IpHkbeP3+Qm0UqIJ7P0WeXOCnn+RaJIJF79QPL90Iq+JjicliPeB9dCongVRe/ltOudWtyNCVb7qGFUhdN7/QYVRo9EV13XkIWE6jwwGg8FgmELM+LC6KsKEhLBGT6N/9L32iIw+WXiczjGEyRMC0aQFnkDixYosbI0XVLoTIUyZEDg/VKFxIo+E7Fr5eZlkwltVhk4+UXtlbeH3BbnnVGWL2i7bpoOsQ4EVbH7nSoT3ruDfGfW8N0TXKEzbdAWzVx67XSVYdbx0BsNEY+4/g8FQBzPfc8QbJkFfmrqGjUWCjS/wC3PTDftRla861gaIJZHXxtteaYbG+CG2DP7/ets3Keh6Mtj/+e1h6uK9HLI6g5Tptz1sWJZqjFLQshphjPPeIZUgAIIddz1t4q+nn0jUFZFh3z8s3D1M+OnADQaDwWCYhsx8cQTJj3YQw0an9zdIDzGfjv8exmD2M950jJYAhg0fChd0v6oumaiRlRm2nnFBZFiLwsf4/TrIrqdIdPidkzCCwq+duuGbjRYVYcrTyaNzDllUYxN1Ok9U4lbmMVJ5Jv3wE0ZG6BgMBoNhFjLzw+qoz8Bg2dTdqim9ve28saPrOQqaT8foCSKgZCFcqnAsn7FEsjYGmTHOD+2Z8di2qELU6jEsRYyXMckbq/V6m/i8KoPc2y47nzqdDjohXX5jmvzg2xo2vI9vlw6isUTsgtJ8mjB1hw0rrDf0MGha79ybCRkMBoPBME2Z+eJIhGcslVeZBwBScPw9OuU8VdsrvbcCY0Bnmm/ZAHse1uhrlBEvG6sQxvj2E09Qjz2qaV+AY6xZ28hP5I1XOJTIwNcZvxFWUMjKCBKi5nf9g4bpqa6dypOpG8bll44XcbJ62HaGFRCq53siJyUYD1HOe/983gnETMJgMBgMhhnCrAirq4IVRvEodp/ZgV1rOuA2xfyFDC+MLAtuMop8ZzNoLFJtMOgYC2VDnUYsUMvyN2ZVPfz1hmYFLSckoRZHVeCJrUaXWxeyMDpR/UFD1WT5RGFeYYxm2f3hd2/w7RyPUEcdUS1qlyiMkN0eFtEEDGw7GjEWSgdVZwCbRnSNdD3SOp44E4ZnMBgMhhnAzBdHih9sN2ZjYJmDweVFOC2xYOLGKomavW9P47VPUAwuT1Xn15nimxC4sQjePKUdA0ekawWSjoFZFlfFVAI0oiGwJO2gEQvU5sb0BDTufMcZBShDtyzV+KRAhG237vnxG4cjKlMmiPh7RJVOZKjLBJeszX7t5D+Lvsu26dSjg+qc8sfaaJGseL4D1RW0k0MkdGTjyfjxTCKxFKRdhADe+4oQUIup33WNTjIYDAbDtGXmiyMZLoU1XMDChykWPEQQ6R9Vp5d4lawihVuwAJExoDENeK4zifx7+7HnVAJEmMuhG/IGoP/oNLZcnMDg8rS/KBB4iyghGFnYigNvaQdNRmvTaVg6lBDQZBTF9iSoXYfxaZfPQx13JiUEsEIIJFE5VRs0Q8uY/I0SjFX1ywSWSgCEaUOQ8Dwd8efnedJJW+9xhL0Wqs4S/t3gV4c3OQObTyZqRJBy3ogN2Jb6uET3MCGAbYEmY6CJaDgRZ1vILUijMD9Vagdz/akZb2QwGAyGaczMF0e8wcF8Jo6Dli0ZpF7uL405UhkmAg8QKbrofCqD5d9z0bI1I84vMoSYtsQP5uBuaEf7SwQoahoVjCFDCcFoh4WlR+7ByBxOVGgaWzRuY8d7LJxw5SYcOK5FbMwrxp5QUhq7te39Ldj32VGMLGxVlyFrR8TC3ne0YdvfppHrbPZtt7AMm6AwrwkHTmoHjdta9daUQQjcRAS57uaSN84jYLgfIhac1viY6NUVnOz1tQlo3C4JTl78aBrS1C55KCueRZkhLgqhYtsRtau9k7znweeYKJGEkOqGBJaPhcYipTJE+JRDLQs0FoEbj455PoJiWXBaE6DxaPD8ZQ9LvrsVA0d1gEbLwz6DlGMRFOa24I1VczB4eFtJIHmIQuYEnsZCZwu2v68Nu89oH2sDoH1POekkXj83ijdOT1bGbVa8RwaDwWAwTGNmvjjy4MNKaFnsuG7pj9aKHymVkDkXJF9E9MAQSNGVGxay0DpKYQ3lsOjXBzHvyT4Q14VKhIiMUEIpup7MoHhrN+Y+mwVxBKEzPpCiizl/tvD7+09A6rV8KVRN5IWQHJ835sfKE4zmoiAyjVcuR+ZJoRELfScXsOKsF5FdEhu7O2Uij9tOSclw3rE6jlVX/xEHjk+V6gpqsNkEO96TRtMNu9F/TLraE6YrtCxgz+lt2PP5AvatSFeLG01PDCUEmaPb8OrVMRw8sX3sWPyEBQMlBIOHprH5H5rRd1yb2qvHPyNMGQOHpbHlQ2n0H9Omd04FaQYPS+PVS9IYOjSlzitrnk3w5int2PrBNEYWtVYLPT+RVt5Gk1HseE8btnw4VRKuQSEEowta8eq6KHatbgslBmjUxutr4uj7+0HkelqCrY9WJrMsAeddGfQdHqm9H/ywCJyoBTdGQSOC0FRWPEuEqzWcR9tLBG2vuqV3H4+ZoMEwXojuT9X9ajAYDAGZPeKIxzMoPOHi92MueuG6FHDKgsZxxWVplEscB8RhPFeyPCIvGKWwRotoei0La7QoDoWS5KvUX3Qx95k+LP2fg4jtG/L/gRGFdxVdHHJPBktuJUjsHqg2uLjypFNyFxws+SXBK//P0Zi7aXBM6PHHw27jtpOii/aXgJ8/cCpSO/LyY1BBKSLDwLb9cxAZ1fyhFRxTsQlY0t6HYlIgNHUEjgWMzLWw6oi/YnQOCSwWPQZ7bPztKU9jcKFPCBYL204L6DvcxgWrn0T/EWXvpJ8BwoWyUZug/1Ab7zvzKWSWRMKFGloW+o+iOPod2zC4QDLRpo9QcGM2Rnoc2IuH4JY9HkEpeUgwNkFlUCHgULS/DFh/TCP25sjYdt1r41J0vDiA1E9bMf+Pw0DRkXvf2O3MOy+xewDL/mcACx48WMrPtkEE/84YyaPzif1oe3Y/UCi9d2bDIrA33ngjCCFVf0ceeeRkN8tgMBgMDYRQOjN/zbLZLNLpNM5quwTR9nmgXlw8a/RRgfEtExf8tjDo9hDrTAHOojJo2OMM2v4AoVvCuv3Sce3yxgrBlQsoFRWD2yqX6WjOYicqJ2LBTURgjRRCleOFGhbaE4gdHCmFbdYkkoS1MbixCEYWNiO5e6gkfkX5VBACNxnFwLIWtG4fAhkplDyUGvlYim1J9B+aRHrbKKIHh6uvnU7opmXBScWRXZZE+pUh2EP5wIY0tSzkO5sxOieC1i2DsHIFQSLBOWW3WRaKbUm4MavUEcCeC3aNIhZ+u1UKl7RGCiD5Yq048nve2PAzz2Otcy5Yj6437sjLq9OZIRNfunWzMOe1Mo236wKOCzqaQ75vPx4t/ByZTAapVDhP4VTkxhtvxC9+8Qs89NBDlW2RSARz587VLsP7bTqDXIAIiY5HM2c2M9NkMRgME0CRFvAY7vX9bZpd6xzJhFGQvPUiW2xWN59k7JLWuI+ghC1Llo8P1+MglAICDaFLRcA4AIQzZOiXQ4surMG8nigSHBehFCRfRHzvoDyPBla+iKbtWXE+mdjkyxgpIPVSf6VdNflVZZb3R/pHMGfjaCk/7xXUgFAKO5tD+6accEkw3TJi+4YQ24fqEFQVfBrXRaRvWLzPExt+nROuCztT9viovEay+92lqNyfAYVuVdl8CK2qLPZaB3n/qZ5lAMRhLqYn2PwW3p7mRCIRdHd3T3YzDAaDwTBOzK6wOupjkIQw+gIhMqTYMDwdw0yGKtSqXoKUoRtuFeZc6/SQN+i6VdZO0j2ewBWQ2j+2TKbuqnWcZOOWRD37jEFMXFcs9EShWLImB0grqodQCuIEOK+C+ojr6gujIGV78FPwy0Jkfabor/pfVK9KZAZ9jnWFkU5Z7L2ne47Ze9ibKGMGC6RXX30VPT09WLZsGS6++GLs2LFDmT6XyyGbzVb9GQwGg2HqMvPFke5irPz/ogkJgIYa4FWoximpvEbjAX+MqrA9Nr1OKJ1sn65BJgp39AsbClI+n0dVznjcB6pjCVKnqiPAz8soOsag19avXL90smPnRaIuuuOC/NKxoqhRnQb88U7E+0bWDj/4894oj/o0YcWKFbjzzjtx//334/bbb8f27dvxzne+EwMDA9I8N998M9LpdOVv0aJFE9hig8FgMASl4eLo5ptvxtve9ja0trais7MTF1xwATZv3lyV5owzzqgZ1PrJT36yKs2OHTtw7rnnoqmpCZ2dnbj22mtRLBbDNapRHiEdw0ynfNnU3ixhJnfwo56ef1F6XcPIT1yJtqt62XXgDXyV2AjS687v8/6CeO500voJTx1B6idwdUWwX7vDEtRDAijC1CTwnlkVQZ8v/rrr3re6z5Hqmo+3SNfAG2tERes1zVDWrl2Lv/u7v8Pxxx+PNWvW4De/+Q36+/vxs5/9TJrn+uuvRyaTqfzt3LlzAltsMBgMhqA0fMzR+vXrsW7dOrztbW9DsVjEP//zP2P16tV46aWX0Nw8tnbN5Zdfji9/+cuV701NTZXPjuPg3HPPRXd3N5544gns2bMHH/nIRxCNRvEv//IvgdojnG+C76n1vrNGjWx2NHEl8lAaESIjzBvvoEI0UDyoN0lkcOkYxbozaanqY8+z7hgpWXtVHg1APRGFzj0hg2+/qo1s3UFClET18Z/5+mTt1K0rzDi8RiC7F4LcF7JngH0+eIHEP2/1emVV92G95Y3HeEIROvcApWMTMJTT1kzdP4um8W5ra8Phhx+OLVu2SNPE43HE4yGmjTcYDAbDpNBwcXT//fdXfb/zzjvR2dmJjRs34vTTT69sb2pqkg5qfeCBB/DSSy/hoYceQldXF0488UR85StfwXXXXYcbb7wRsVisvkbqzNikayxPJLIxS+Nl2LGiKGw403gQxEgMInhU4U069eqOB9ItT9YONn8Qr4OqrEYRpB7+vMtEQFjPL/tcsDO7AbWTQjTCoOfFhU5b/d4zE/28+Qgxwp4nqSd25o434hkcHMTWrVtxySWXTHZTDAaDwdAgxn3MUSaTAQB0dHRUbf/Rj36EuXPn4thjj8X111+P4eHhyr4NGzbguOOOQ1dXV2XbmjVrkM1m8eKLLwrrUQ56DWv46IavNMKAkXmTwuZtFPWEyajCh0TlqoSJTl2qdoo8WLp16Br8OuepkaFrqnEqQcoP4vUUladbr245QfIFJawHVNYWkacv6PlUiUFZXTpl65brVxf3nVqk8gegeiFtACAzdyjr5z73Oaxfvx6vvfYannjiCbzvfe+Dbdu46KKLghemCpOcwaGJBoPBMNUZ16m8XdfF1VdfjVNPPRXHHntsZfuHP/xhLFmyBD09Pdi0aROuu+46bN68Gb/85S8BAL29vVXCCEDle29vr7Cum2++GTfddJOoEQBKPZ7UW/+GRRQm5eEXzjTeyEQPHyrkffZ6x9n9os/1IAuDqsewZstTjd9hUXkZRCGTovr82q1jDPshqzOMWOC9eHx6v3L9RF499zh/noOETqrapCLIRCWN6kDwC6nkt/ldE9n9HvT86aAqz68uyXZqERDKd3rMXM/Rrl27cNFFF+HAgQOYN28eTjvtNDz55JOYN2/eZDfNYDAYDA1iXMXRunXr8MILL+APf/hD1fYrrrii8vm4447D/PnzcdZZZ2Hr1q1Yvnx5qLquv/56XHPNNZXv2WzWf1YgQgDbm3qWig0o0dgR1jhiDTMdA4zNrzPOSIVIJMnGJTVyprt6w8FU+8dDhKrEBPvZzwvSyLaFEdxhvS98vap8MgEl60BQeUlU5zBMCJqH6p4Ou46YDrrCnUX3msi8eePZKaPrbWSgovM5UWOipgA/+clPJrsJBoPBYBhnxi3+4aqrrsJ9992HRx99FAsXLlSmXbFiBQBUBrV2d3dj7969VWm877JxSvF4HKlUquqPhbKr0gOlzxEbw0vT6DuhAzQWqTakdH7oLQJYVjmvNZZfZkCJtlllgRZEwPCz2DVa/PB4HosgXpaJMpRkRrnueA8vHft/0PBJUbggX06Y89Po8SYqj5HKq6TyJuh4+ET3Tj33B98hIZrZkd/fCHTEaZjjmqg8HiFDC4ngPBJXcMyzaEIGg8FgMMw8Gi6OKKW46qqrcPfdd+ORRx7B0qVLffM899xzAID58+cDAFauXInnn38e+/btq6R58MEHkUqlcPTRR4dplHhzxMK+k6LoPauIkZ4W/zLYcsrCaHRBK3af2Y5cl09+GZYFNxkFjUdLBouuyLE4oWdZ9YUm6YgfUe+2qPdZJTQaFU8/0b3UbKhYPWNWghz/RB6jbHC9aF8QwnqHdJmotb+A2s6VRolXlUcuaD4Pv/A4VYeHpFzKv3NE9RhhZDAYDIZpTsPD6tatW4e77roL9957L1pbWytjhNLpNJLJJLZu3Yq77roL73nPezBnzhxs2rQJn/nMZ3D66afj+OOPBwCsXr0aRx99NC655BLccsst6O3txQ033IB169YFnxJVEVJFii7SW13EsjHE+oeqZ7PyKwMAtQkGFkZRODWLbH8r5vWSktwUhdxLyiimEth+QRPifQSLftsHUnDKZfgYGV5oESEozGtG5pAEOl4cgDWcrw4RlIUeedvLZdBYBNQmsEaL5QHW1N/w5MUCIaCEgPAiQBSS5Rem5aXxq19UXtAwnyAhbkEMfFU7RMcfJjxJdh75NGz5Ou0QCWGVwR3GUGdp1Jg4D1HIqiyMVXR++G0yYcyeF/488GOPguB3ziymX0tXyLJp7HJniuMq6yqN1awVRTQZK7VhaBSELYNSUEpBjUgyGAwGwzSl4eLo9ttvB1Ba6JXljjvuwEc/+lHEYjE89NBDuPXWWzE0NIRFixbhwgsvxA033FBJa9s27rvvPlx55ZVYuXIlmpubcemll1atixQIWlqbg9qc4eK6aN/UhzZCQBwn8DgTUnQx5/lBxAZb0Lp9sLSRNQo0e97dKIUb0eiJFo0xIgR7T06ibc0e9P2wGx3P9pWOhU1fVVmt0UtjEbx+bhtGux0svbuIeO9AtU9RI8yMRiz0H9MGN0LQsakfpOhW59UQCNSyUGxLgFDAzoyWRJYgnbIthIBGSo0nRbXhpyrLu1eIoxDMPgPcaXk/EaXxC1+rNwyNbZ/FjKvTLYsXQ+xkEOx97VemrnDT9pha/t431Vg+izkOPo1MxPOw4xQdxeQDMpFplZ45ki/6ipOqfB4RG6M9rYgMFRHpHx5rA3+9+GvllRGN4MDJpdlDO/7cB5LLV9fFlCMaY+SmktjzzjTcGLDgwQysgeHSs+YdiztzJ2QwGAwGw8yn4eJIuOgqw6JFi7B+/XrfcpYsWYLf/OY39TeI/aHmjR+n5CERGq+yPN42F4AFWEM5pF/IjZXHIxqw7pXpUkQyIzjsx6WpcEm+KDbaKsci3t7xcgF9dD46tw+PCQo+Pesp4g/RJsi3u4h2jsBJcp451WQPjOHlNsWw/7xRJJJ5pHYkEN0/XJ2WFxICT4HTGseWj0eAAsGyn9qI7x3UE0Zsc5ti2HVmK9wosPjXGVi5gn8mzqikEQv7T26DEwO6nsyUrossn8T7RSMWskek4cSA9uczwYUapaCWhVx3M4otNpq3ZccEpw5eD79loTCvCdQiiO0dGhPO/HEweWp2l8sABaL7h0HYZ8rP61Y+R9SykO9shuW4pXuDv09lMywCY97NqI3hxa1IvDkKOzMi9wwpvBaFOc0YXJxAatvwWBlBPHYRG/vf2gE3Csz7U9/YmBvd+9QiyB7Tgb1vs9DzewfNrx7Uq5u5Rrn5rdh+EUHLX5ux8IE8yEhenEfk1SIETmsc+0+kIA5B+8vRWnHkZee9Ruxh5AHiQnw/GQwGg8EwjRnX2eqmDKKeTM9Y4Hu+ZaFOovwuANQZPkIprMFRpq0BvCUA4Lpoej2Dph1k7DhlA9M9OIPHGi1i+S+G4SQiiB4cCHgA5TKG80g/3A43mkSkv7+2d58/HoHRZRVd2H0REIfAKozKjU7FtcqnYxg9YRhNTTk46xNycaQ4v05TDEPvGUB7yzAKm9sQ2zek5/lhKKYSGL3kIOa3DmDwloVoej2rTC8sY04Sr/090NV1APmvt5U8evwx+OC2xLD9MgrbdnDId+KI9I/4e724bYW5TXjjUwUUCjaW/lsC0YPD6voFgqnYlsDOy4soZOI44j8jsEYK4vy814e5TzJHpmF9bB/eeLQbi36bL4WgAmPp/UK5LAu7T29C57vfwP5f9KDr96OoPL+aXjW3KYY3VzpAxMWcF2Kwc4xwVoXVMRSaLBTbi3Bj5YlYnGDvkMhAHq0vtaJ1pzt2DgC114vZZ2dGsPh3MVhF7t3D4E2+4P1fEUmUwhoYxfz15ePOF8YmarCIOKTYYDAYDIZpxOwQR37hbWFCr3Tqk8G2I0QYXlVeiwmf0R23wRoz5bx2dhS2Z79TzjgVlctuoxSk6GLe032l5suMPZ/zQkYKWPY/IwAAO5urzifyUAiM0fibw5h3XxpuJIlItr+2bo0wL3s4j+jv25GNp9DanxHX5VfGSAEDz89Bf7IDy/tG9PJxkLyLyO4E9g7NxWHDI/rHwaQhDgXtj6FgU5DiyFhedgyNjzAgDkVuJAqat2AV88q0sn3EpShk4ohk7OpQxQBjU6LDLnbs6kBHHx0zwkWhcYA0bLFlF8WujT3oecPxPe4aLAIyUkDnH1sA2LCzWS1xWYVL0f58Fk37mpDYlQk+gQGlsDMjWPBgoeRJLGqEA/OCzXGRfK2/3B49NcPOVEfhAvlC9fnjO0IMBoPBYJimEOoXBzdNyWazSKfTeHf8A4h3zAOakrXTeYsIMnDab9xIkHJlxrdkPEso/NZVCjIgnhdMQSZSYPGbqEFVliIMDEDtxBAyb4nAA+U75siPchgYgFLvvsyAVVxLalmlMiyA5JxSOJvI+JcdX1n8uE2xUo//SCG4IAAAy0IxlQChFPZALviYEi+cqzkG4rjV7RBNHCIKlyuH5tFEBGS0OBbOxXcuqJ6h8kQENGKVrokb8FyUxwtVBCUfRhtk7JDOeC223CCTbgR9Z8hEMX9+ZOeWncAlX4CbySI/MojH3F8ik8nULKsw2/F+m87A+YiQqDxh2Pf8TGdmmiwGg2ECKNICHsO9vr9Ns8NzpII3MnXCp1hPht/sVDIDKOwPn8r75VemZ8CoxjTJZvnikY0/CkrQnnc+nUAQED/jXWOcDCn6eKk02iYcqyTyfonaVj4Okg9gwEvKtoZy6nQa5UYynOeKRXNmQ3swV1sGe78px9pREEpBBiTjvxT1Ahi7do5bml2Nb4duWQFD4Cr5/N4HQb3GIlT3dYjnk1pkTCDx7fKeMc/7WJ5hk7qumZDBYDAYDNOa2SOOKAUQ0mskMm6qylXVKShfJML4evzaJjO4dARS0P2iQfJAfZ6msPAG4HgYmbKe9yBeLD8PmN/9JAolDCMkG9HL6leGyOujWlCZvxf8PJp82TL8vCNBJl5g0/ldW75MkQdP9Wz6vUNUHTR8nbI2+MBPvlDjNarJIKibuoDjYIYGIxgMBoNhljArxBGldEwW8UaMrkfHM0Z0jO56vEISb4hWfZ7oCppfxzgNYrzqeJrCEsarpMorMlxl10GnXaqwpqCiK4jwYdvsl6/Rawqx+JXLeolk49l0CeHNC4RK3OrcH+y18AuZZcsK0+nBlxdCoBCdZ1xVNiEAafi64gaDwWAwTCiz55eMUr0f/4noaffLJ/MssWlExpJkzMm4wU6bPF0XfdQJeRoPA7ze+0xlrI83Qa+1d5/w+eq5d2ReNJFAUD1Pugg9JQoPcJA6RSJe5aEWHVcdx6easltII86nwWAwGAxTlJnvORIZZaJeWhbR9qCGZz0Gtl97goTfifLw+f0maQjrVdIZu6RDWO9CGKHSSKNvIkLewpRXj9dIdS/oXCdReGYYVF5Bv1DLsKGXIu9ivaja4CfaPcrbA4scLzs7tkjUBplY499JrlsKrTMYDAaDYRoz88WRCJ0QubA986pxCir8wq4a7SmQ1cUTxoit1/Dlw/NYgcZ/nghmWi95ELHpN8ZM5A1SzTynujdEz47fuB+da1OevVDLwFfVJWqrCB3xpfM+8EHHE16zThG3r0YYqTqMvHZ5f+wxuJLPBoPBYDBMM2aHOAram+k3TqDR4UuqEDlZenZ8UVAvlWisRCOOKczAetH6STp5J0IYhRFFjfIohCHsZBleXtlYMb9FhYPsU8F3BLAdGKJ7vZ4xRF5+XeETRIzJ0K1Lc6ybykvECyfWq8TuEwosleecDyn07huLYDZFaRsMBoNh5jI7xBEP+8NvMT/ofrH0fHgL730Ka0DJjDG+rfwAb9WYhyAhRDo95TqEnQlPhyCD91Vr54y3qGqUMJIdg27Ymqw8vzrDen0aAX9v89sbLTrrDZUNWq5uWF6Dj9PzDmlPuOB3Xtj2Va0dZzxGDUXnPpiocYYTyUzz1BsMhmnH7O7qIwQ0GoHT3gQajVT3jgb50fF6Tvne1QDtUI4V4tPK8vNCbTx/ZCZiUHaQUB2R12Q8Jovgx7A1MuxQ1F6RQJHlDyKM2Lr4+iYiLEq3E8Jv3Zyw96Ds/h1PY7OR4xCDVs3cG9QilT//jIrnfLwnfDEYDAaDYRKYHeKImT2KuMyPvW2h//g2bL+gGQNHpvW9CowYofEIhpa3w0knw3klbAuI2KU/2wpucHhpeYHG4zdIXVSmbt0qGuGp0THWw3pMgoaHscKLnY5a18uis927lt6frHyRqAki3sYjNE4Fb2jLPvPPgOyzXzlsnX5emkaGy6o8wTJEHRyydDpN4ASQF1ZHrep6agSS59HyRGklfM6tTsN/Hi/vnsFgMBgME8zsEEcKQy8yShEZJLCKIUJObAsji1qx4wIXe09pKYXoBREWhIBGbbx5Sgf6TmgHte2SMawy5Ng/UjKeaTwCpzVRqt9PIIkMRYuUhJltBROIXpleGZWxBwxBjGxRGUE8J37lsvn5acj9JhZQlcm3TeYB8hMtOhMeiPYHFWLjiereFRn/IsGkEkp+3h5+TIyqLr7MRnhDeZHAj6Hi2+vXZj4NUH7Oxe8aWfhcRQQRMpbf0nj9e+mZMEAajYAmYuL8Lg0+xtNgMBgMhinErBtzVNVT6rho/WsfWrbaIAUHcJgfdZ2eZEqR2DeKtmdb0fpGsdbI4weT81gETnMcB052YY1YSG+2QYadAAdDAWLh4Int2PcOB4vuT6LllX4944QztgaOaEMhSdD+QgZktCCpS+Flsiw4rXEQh8IaylWfS1X+ShvKYtGyQCgF4Ibz6lTaI0mjghVEtiU2VFnho7vYrUq8sBMeiMpUCUUVfmnDekpkk3joeEbC1CEqw28iEV6MyCYYCDOhg46Q4dvBYllj91ZR81kn1cLGTSUBSmENjAKuC1J+1jzPkCeQ+AkYaNlLPXh4O9wIQeurGZDhnH+93mdKQRMx7HvHHFAb6HyyH1Z2GJWJGagRRgaDwWCY/sx8cUTLa2+4FLCYWZs8w6XogIiMFM94Yv/ncSmswVHMfyyv3+tbaRcFXCCSHcXi38ZAHBfWSCFcb7/XSa0KP1IYlG4yil1nUzR1DiJ5oAXJ1/ur2+EXemRbKKYT2PLhBCJZC8t/5oCM5AXtVBvkbnMce97RipbdDlIvZ0Dg1J4PURnMNhqLYGhJC+IH8ogeGJLWJaRsTNKojfzcZkQzo6Vr4hl/gcqy4MYiII5TEt6A3oQUrEAiBDRiAS5AnACimcW2SoLTdccEa1BRYDOeA8etFf4y2HS2BRqxQIpurXBmUUxmQKOR0jOcKwY7Bq/MiI3CnGbYw3lYw/mxYwlQjpNOYrQziabXsiD5gnwckeh5IwROexN6V7Ygva2Ilr8eHAtdY4tw5esVua0JbP+bFsQGCBbeXxR3ZHDlVI03ikfx5gkRUBtI7k0gOpIH+IkUZOfEskCjNopJAjQoAtFgMBgMhqnG7Airk8GHqemIGzatZ3AWy14ndjyTbk+566JpewbJHZlwPdmUomNTP5b9zEHL1ky1kNEsj4wW0fZ8BORPacQOjo7tkIUmSdpCIxQ0UhZporEMqhn2CMFwTxLJNfuw/0QLNKHQ7XwoH2N89h+Vwr6LR7DrrKZSmKKHbhgbIRhenMK2S4C9b0+XylZ5fkT7CMHo/BZsf38K+09u1wtfEpSR627FrnM6kD26bSxkUobEi1WY04zdqzowujBVm0bn+lqlduw9rQO57tYxoSRKKyvXtjB4WBt2v7sDTks8+Di0sjDae1o7et/ZARpn7g3ZMyzwFI0sTmPr38ax57R0qGtCoxHsO6UVO86jGF3YqicQ+TZ0JzBw4igGFkbGQmgl4XE1x1jGzhFYOYA4pe0yj1HtAVCQXAFzXnQwd5ODSP+o/PpLOnTISB5dTw+i68kBtdfJYDAYDIZpysz3HAmoMiD4Hl6dUBm/cCK/3mT2u8NsC9obXs5PRvKI7ymKDXVZ+xiPGHEcdD9+sFSs6xPOxpdZLifSP4LD/l+UPGC5EB4wStH0xjCy93di3m4HZLQoT+udP0EYWmzQRb63Cak+lMLzQkw64EYJYk0FuLF4sGNgGFwQw9JTd2BbZDHmPk1KHe2660ABACHoOzyGztW7sPsPC5F6iainYpaItL4jE1jyvm14nSzDgl0EAK2911QePcvCvpPjmLv6Dez/9QIs2Ds4lkcTGovgzRMi6HhHL4Z3zkPry6P+mfgyEhH0H+OCRig6n47C9vMeCTw3boSAxlyAhBOrhFLEMhSJ3VFEB4bV4lCyvfm1QXT/JoWWnUNST55K3FjZESz+NS15Iwulc8ALIn4dI084UYsARQep5/dXyquaoEaF65bOQdGBvX9gLJ/LhSJPxjg3g8FgMBgaCKE0qLtiepDNZpFOp/HuyIWINadB0qnSjHDcLE2qFeRLCRocP6JbnkyEycLlWM9MI9okCgtSedb4sTEyg1tpiDNeIFHolZ9XziKgtg0aLY0hI44gLM+PchnFtgQiAzmQfHHsmAKU4SZiGFzeguTePKL7B4NPTEEInFQCmUOb0LIrj9jegdpQR797ybZQTCdx8JgmtP91pBRmKAqX9BkLlutJoX95DB2bRxHdN1jtIWXzSzyCsC2M9rRiuDuK9ufLY9pEHgtFSB1sC7n5rQCA+J6BsfE6oo4IWTsiNpyWOKzRwlhoHlXcqzXnwhrznBUdYUicsF7+e0Xchwxz5M63SjR7wojfVpVPdA50PEqeGKrMqOiCDgzCHR5GwcnjMfeXyGQySKVSwY5vhuP9Np2B8xEh0cluTuN/4+plZpokBoNhClCkBTyGe31/m2aP50gScuMbjqJrOI0HAcJ1AqWX1aMqR+YN8/Y5tDa/yKBSnUuXQmv8g+KaEMcZG58TphfbpSBwSkLCE2hBr79LYY3mkXrxoLgdfvdUeXycnR1Fx7O58rTKivPvlclvpxSR/mF0PjEi7tVXiWlvuwvEd2XQtVvh9fK77xwXiTeySLyBWmElM7r570UH8V0Z//pUx1N0YPcPi9PpdEZQWvLWBEH1LIV4Xkn5GVGuUcQci0g4CcWU34QV7LPt5a9ZT8zFDO1rMxgMBsMsYlaII0ppzfhhNtxkghvDNIKIjTAWndm4xqNtfttFBn6Q/CpjWJRPJQYYQ16rnSooFZcTFJkgUglHPr8F9eQFbLmSCUPKicT5VPXz2/3aoWofMBY+KqpH5rkQjfVTtVm3LbJtfvcK207+vOuKAkE6X+91EFTHIBN8qrQ8vDDyvEbFIqjfgr0Gg8FgMEwDZoU4AqA0SgLlbaQgCdPLyhs4jWqPTOz4GYv11sl/FtXnJ8KCngOd4+InkNAJcVTBXi/d88aGPfmJR367jgHM7mONfF3RGxRdoSo7741qD1uuaPyVLI8ofyPaI4AXTPy7qubd5XdPitpPJfeXSojKvOuAGW9kMBgMhhnB7JytTmDMaPXaygy1oMaRTg+2rD7Rdp0wOD9komS8wmRURqjqnLL7RedB5JnRMX49ZF4YXiDXIxqDGtai66DKx4oLvj4Z/Lnzuw6yvEGRtTHIOaqnfh7+2vqVHTI0jhU3rADi98kWdRUX7ONl1hlT5B2vIwjlpFQugCwLxJ6dPycGg8FgmFnMjl8zfkYl9v8yWkaIyHgMg6p3N4ghz5Yn86bIjN5GUe950DXcVd9F6VXCqRH1+AkIv7L8jltUrqw+nXaq9teL6DrybQ0q4IOI0SDwXhMWvzqCiCYE8ExPNuwEEfz7x1sLynHF60Ixs9bRRr9bDAaDwWCYBGZPWJ0bfHC9cJIGWRgSb8zphhD5oTIqRRMgyHqHRaE0Om2dyDFPfnj1ytaoCXLe/c5hECNPJ5RJVCdfv8x7ouu90RFcKg9NI+Gvhd+x+G1XhTX6heHx5bPpZPXKnukGIfNUBx4HqXs+/e4PPr1tVWagA+Xyse1zXcBxJv5dYDAYDAbDODE7xJFIPHA/5ryxouVFEhlYvME2nsanrG5ZWrZdHjq99yqD2m8QvapdQYzNIF6GIHXwIjFou0TlBTFEvbRBB/b7lQuIDfxGlc2Xr7rG43BsxKWgtobQCyLGVMcSou0iAeQ3dij0OEiV1yaI9469VhYZE0ZeyJwnmLy07L3rTec9XTxmBoPBYDAImB3iCBAKpIrxIjDetGeOUhl+jRRGQcfOBDGEdPLqwgtQWZvH26s2HgQtO+ikCKK8jRRL9eDnOWlUXTodCoTUCiNV3qDnssH3kMgDLV06QLtQzc4XVSeOznHKynddwLZLn20bKBYB10FlKm9qZq0zGAwGw/Rk9ogjEYQAlgUaj4AU3cqK81VJBAOnK3lFn3mCeI9UYyFU4T+61BPapAr/UrVHx7swFajXIG6UUAsT1qdTJo/sXvC7tipPQ9A2yOrwQyd8VFa2oh0NnVJbUDa1SFXYnHDGuSDHryOQRMfMezcpHVvMlU3LT9vNwoe2ElL2HBmvkcFgMBimN7NmQgZKafXUyABACIpzmrFvZTv6j+8AInZVNqkwYrEsuKkkaHMiWEgXKxgi9pixESSkR5ZWZgyx+1QGJBsqw+eXtcfP+G2UMAoynmgyqLdulTevnrJ1zhtrLOtcT90wxCAeTx3YMDLZveh3v0qQhcKJZpILgrbgErVddP50j08mjF1aO8GCJ268P68OfpuqveMgLKcit912Gw455BAkEgmsWLECf/rTnya7SQaDwWBoEDNeHAnj3zkvSDFJUEhWCwLfleXLed3WBHauTmHP6W2gsWj1fvYz/+cJkIiN0UVpDB/aXiPOtCiXQWPR0rgAkbgRESQMkPeSycJ0xsMzJDLGZOlUwq9ecaFiPM+D7LhEglfVJhmiMkVlsN9Vwsjv+Bsdytmgc60jejzPD5tH508Lv2uout6i94vf/eHBentctxwe545NtOA4pW3sH7OdFoug+QJooQBaLM4Kz9FPf/pTXHPNNfjSl76EP//5zzjhhBOwZs0a7Nu3b7KbZjAYDIYGMCvC6igtGymcoUAcF5E3B9DzWL5kDBSKtQIIAEhtKExlbZKii+ggEBmhIGF6qqM29qyMId/uYvnPkogcGBIbPzIj0CIYWZzGmydG0fnnPBI7M+Ipd4WVl8u1LRTbmkBtgujBYXl+1RgaT5h5Pc1+50J0TISUep7Z/KKwPJFYEH0OanCz5eqGtvl54oKm4wkybok/btV9o4uojKCeCkDcNm+7rL38OeOvSZBjYzsklEJEXCa1BN5UWRmC+4+4Y2VQC2PvI1k7JXXQeKxUXi4/tl/m0QGqlzEAgHIHDs3ny/ncsfTsdw+Xgora6bL5xjzz1HFqy5hhfOMb38Dll1+Oj33sYwCA7373u/j1r3+N//7v/8Y//dM/TXLrDAaDwVAvs0IcASj9YHsGgIWKEUKKAAZHAKBaQPmMryAuQAkFGcmj+/eZkjAqFEGckmHAr2zP9zh7A8pJ0UVqO0X+TQv2cCGYmCgzMtfG8JE5jOyIIrErQPhOuTwaj2LXmc0opCiW3ktLAi1IGwgBjdo4eEI7kgeLaNrWDzgCL4RoggbG8KXRCIptCUT6R0EE47+Ungzvf9sCtSwQV7Iui8oAZ8uxCOAy+xXHLoQXerKxH2wZfB0642p0vTi6HjjRcYQVm6Iy+HJ028WWwRrmQdrgeWaLTvkZrs2v9PREI3Cb47CyIyXPiaz90nYR5Be0ITKYh70/Wy1u+LJYceN9tm3QdHOp7ZmBkqemSiC5VeVRtgyvBbEYYBHQkdHKdsq3o+p49IROxUM/w4VRPp/Hxo0bcf3111e2WZaFVatWYcOGDcI8uVwOuVyu8j2bzY57Ow0Gg8EQniktjm677TZ8/etfR29vL0444QR85zvfwSmnnBK8IJcC+QIoANg2SJURbI19Z2G3iWa1I6QkiIgLa6BkKLG9wcSp7hknTrXhSxy3JJgKRcx5en9pX9loUwoktn2UAo6LthcHEB1qQfNrA2Nl8HlEXhpVuTpt8LAI8vOasX/NKCLbE1j2ul0Rib55mTIyx7ah95wC5j3SjjkbDwonyJC2qSxGDp7UgcxhFrqfLCD5en9JpKny8dgWRhelkV0SxdxnB0qGMF+PqAx2u20h15NCPhVBy7YsyCgjepVei+p25HpScKMWkjuzpXMhSusjJkYXpUFtguSOTOneCEJZUAwvSSM6UED0wFDt/eWlE3l0yufLbU1gaEkLkr2jYs+oBsV5rRjqiSP1cgZkNFc125tf6Bq1CGgyht53diCecdHx54Mgo3nxfe66QiFLqIXsEe0Y6rYw53kbsdf3j4WfeccKoHpsI7OPEJBEAoRSkIIDmhmoCKwaEcN99/YTQkCGRwDqwhkZFXt6vGOWnBNSNtIbOt32DBdELPv374fjOOjq6qra3tXVhb/+9a/CPDfffDNuuummiWiewWAwGBrAlBVHXlz3d7/7XaxYsQK33nor1qxZg82bN6Ozs1O/IOqCOg7ckVEglwMhpCSSLIsTQGPDr4hIGAEAsaq3EVLaVv5ORflFdZS3Ec+7IEJz/A+1CKzBEbS+OFpl7PEGI1WMLiOjBSy5rw/UsmAN53x6vwU4LmJvDmHeb9uQ6C+COE61GFCFQzG91tEhF/a+GKJDbm04kB/leoa7LThHDGF0cxLJ7ZLjUIUzEYI3T4yBvKMPQwdSpfPKtkXliSp/plEbO8+OgS4eQfcvUmh98YD++fQERUsC2/7OBkkWseyOZsR2Z8THoAg1dFvieP29UVCb4vDvx2FlhsViTtG2XHcrdl5cROyVJiz5VQEW62VF2SNac8+NnXcasXHwuBT6Vo+geUMzen43WBLOutcFACwLB49O4uDxLuKZFiQ3DwGuIIxVcp0IIaVwMgIQByDDo6BDI4DrVHtLqFv1nXJltL5go2lPC+ztvXAHBsfCyTxqZp/j7mEygMj+A6C0FH4WVKBQAMgXBDv0nxUaUB8b6uf666/HNddcU/mezWaxaNGiSWyRwWAwGFRMWXHU0Lhu6paMAocRMIpZlbRMFiJRG5JyiUSIVYxUbmrcwAKNo3IMFiPE2PrYOgkBGR5lMktCyITtIeXwRAcdT+0tbZKNp1BBXDRvPoDDtkUqHiOh90kCtUqet57HMsj/JYHE7oOA45TK8MIH+dBG0bVyXHQ9PYrB3Wm0bM1UhzUBEi8FUxalILki5vyFIvd6Es07S0a077Fw4tEayqHt+Va40Qii+w+C+HkVBVhZirl/TpUEdGYYJF8QGPDq8uK9A0htmIuW3Q7svoHStXHGLGyCMRFBeaEBAMTCnOcSsIoppLcMAn1ZUFaUsIa9Qph0Pmah/eUUon/dWerooLQ2LIwrg4X09WP+7r2ghSKcYvUx6IgUYhFg+w6Q1yy4VLHQqUyoEAuAUxqTo0pnmNLMnTsXtm1j7969Vdv37t2L7u5uYZ54PI54PD4RzTMYDAZDA5iS4qgRcd2ZTKmnvUjLPa28LTNVbBOZyNLOHmBQuqguVjD4FSVa20S0vSqJpsiStU8Xr579BJHtQJEXErqD9wmBtf9NpDYBDhV4OHTECSFofeBNtAJwXQculYc/Aag16MvnZd5duwEAjuugKBJXMu8aI25Tv3wDAFDwRB6TR+tQ3gTmbt8GuC5yFIFDuYhFgL79aHmJwHEpio7AdeEnFIgFMpQBtgG5sGNbihaQGw6XF6j/fSHU1A0MbZtiFFF67wonc5jGxGIxnHzyyXj44YdxwQUXAABc18XDDz+Mq666SqsM75wUUdDsiRtvAvyGTAQz7J4xGAxTB93fpikpjhoZ1/0H/HqK/ABJqLdtU0XkGQwiGnF/0gaUM5XfATOYgYEBpNPpyW5GQ7nmmmtw6aWX4q1vfStOOeUU3HrrrRgaGqpEOfgxMDAAAPgDfjOezdTHPBsGg2GW4ffbNCXFURj4uO7+/n4sWbIEO3bsmHE/zpOJFy+/c+dOpFKpyW7OjMGc1/HBnNfxwe+8UkoxMDCAnp6eSWjd+PLBD34Qb775Jr74xS+it7cXJ554Iu6///6azjwZPT092LlzJ1pbW0EImXb3qGnv+GLaO76Y9o4vU729ur9NU1IcNTKuO51OT8kLNN1JpVLmvI4D5ryOD+a8jg+q8zqTO6Wuuuoq7TA6HsuysHDhwprt0+0eNe0dX0x7xxfT3vFlKrdX57epvgEv4wQb1+3hxXWvXLlyEltmMBgMBoPBYDAYZipT0nME1B/XbTAYDAaDwWAwGAxBmLLiqN647ng8ji996UtmCtUGY87r+GDO6/hgzuv4YM5r45hu59K0d3wx7R1fTHvHl+nWXhmEzrS5Vg0Gg8FgMBgMBoMhBFNyzJHBYDAYDAaDwWAwTDRGHBkMBoPBYDAYDAYDjDgyGAwGg8FgMBgMBgBGHBkMBoPBYDAYDAYDgBkqjm677TYccsghSCQSWLFiBf70pz9NdpOmNDfeeCMIIVV/Rx55ZGX/6Ogo1q1bhzlz5qClpQUXXnhhzQK9O3bswLnnnoumpiZ0dnbi2muvRbFYnOhDmVQef/xxnHfeeejp6QEhBPfcc0/VfkopvvjFL2L+/PlIJpNYtWoVXn311ao0Bw8exMUXX4xUKoW2tjZcdtllGBwcrEqzadMmvPOd70QikcCiRYtwyy23jPehTSp+5/WjH/1ozf17zjnnVKUx57Wam2++GW9729vQ2tqKzs5OXHDBBdi8eXNVmkY994899hje8pa3IB6P49BDD8Wdd9453oc3bZhOv1V+vxOTTSPevxNJI95rE0Wj3hdTqb1nnHFGzfn95Cc/OSntvf3223H88cdXFk5duXIlfvvb31b2T6Vz6+HX5ql0fsMw48TRT3/6U1xzzTX40pe+hD//+c844YQTsGbNGuzbt2+ymzalOeaYY7Bnz57K3x/+8IfKvs985jP41a9+hZ///OdYv349du/ejfe///2V/Y7j4Nxzz0U+n8cTTzyB73//+7jzzjvxxS9+cTIOZdIYGhrCCSecgNtuu024/5ZbbsG3v/1tfPe738VTTz2F5uZmrFmzBqOjo5U0F198MV588UU8+OCDuO+++/D444/jiiuuqOzPZrNYvXo1lixZgo0bN+LrX/86brzxRvzHf/zHuB/fZOF3XgHgnHPOqbp/f/zjH1ftN+e1mvXr12PdunV48skn8eCDD6JQKGD16tUYGhqqpGnEc799+3ace+65ePe7343nnnsOV199NT7xiU/gd7/73YQe71RkOv5WqX4nJptGvH8nkka81yaKRrwvplp7AeDyyy+vOr+T1SG2cOFCfO1rX8PGjRvxzDPP4Mwzz8T555+PF198EcDUOre6bQamzvkNBZ1hnHLKKXTdunWV747j0J6eHnrzzTdPYqumNl/60pfoCSecINzX399Po9Eo/fnPf17Z9vLLL1MAdMOGDZRSSn/zm99Qy7Job29vJc3tt99OU6kUzeVy49r2qQoAevfdd1e+u65Lu7u76de//vXKtv7+fhqPx+mPf/xjSimlL730EgVAn3766Uqa3/72t5QQQt944w1KKaX/9m//Rtvb26vO63XXXUePOOKIcT6iqQF/Ximl9NJLL6Xnn3++NI85r/7s27ePAqDr16+nlDbuuf/85z9PjznmmKq6PvjBD9I1a9aM9yFNeabbb5Xqd2KqEeb9O5mEea9NJmHeF5MJ315KKX3Xu95F//Ef/3HyGuVDe3s7/a//+q8pf25ZvDZTOvXPrx8zynOUz+exceNGrFq1qrLNsiysWrUKGzZsmMSWTX1effVV9PT0YNmyZbj44ouxY8cOAMDGjRtRKBSqzumRRx6JxYsXV87phg0bcNxxx1Ut0LtmzRpks9mqXoTZzPbt29Hb21t1HtPpNFasWFF1Htva2vDWt761kmbVqlWwLAtPPfVUJc3pp5+OWCxWSbNmzRps3rwZfX19E3Q0U4/HHnsMnZ2dOOKII3DllVfiwIEDlX3mvPqTyWQAAB0dHQAa99xv2LChqgwvzWx/H0/X3yrZ78RUR+f9OxVRvdcmkzDvi8mEb6/Hj370I8ydOxfHHnssrr/+egwPD09G86pwHAc/+clPMDQ0hJUrV075cwvUttljKp5fXSKT3YBGsn//fjiOU/VjDQBdXV3461//OkmtmvqsWLECd955J4444gjs2bMHN910E975znfihRdeQG9vL2KxGNra2qrydHV1obe3FwDQ29srPOfePsPYeRCdJ/Y8dnZ2Vu2PRCLo6OioSrN06dKaMrx97e3t49L+qcw555yD97///Vi6dCm2bt2Kf/7nf8batWuxYcMG2LZtzqsPruvi6quvxqmnnopjjz0WABr23MvSZLNZjIyMIJlMjschTXmm42+V6neitbV1spunROf9O9Xwe69NFmHfF5OFqL0A8OEPfxhLlixBT08PNm3ahOuuuw6bN2/GL3/5y0lp5/PPP4+VK1didHQULS0tuPvuu3H00Ufjueeem7LnVtZmYOqd36DMKHFkCMfatWsrn48//nisWLECS5Yswc9+9rNZa7wYpg8f+tCHKp+PO+44HH/88Vi+fDkee+wxnHXWWZPYsunBunXr8MILL0yp8SOGqYfqd+Kyyy6bxJbNTKbqe226vS9k7WXHnB533HGYP38+zjrrLGzduhXLly+f6GbiiCOOwHPPPYdMJoNf/OIXuPTSS7F+/foJb0cQZG0++uijp9z5DcqMCqubO3cubNuumcVj79696O7unqRWTT/a2tpw+OGHY8uWLeju7kY+n0d/f39VGvacdnd3C8+5t88wdh5U92Z3d3fNYOxisYiDBw+acx2AZcuWYe7cudiyZQsAc15VXHXVVbjvvvvw6KOPYuHChZXtjXruZWlSqdSs7niZCb9V7O/EVEfn/TvV4d9rk0E974vJQNZeEStWrACASTu/sVgMhx56KE4++WTcfPPNOOGEE/Ctb31ryp5bQN5mEZN9foMyo8RRLBbDySefjIcffriyzXVdPPzww1VxkAY1g4OD2Lp1K+bPn4+TTz4Z0Wi06pxu3rwZO3bsqJzTlStX4vnnn68yQB988EGkUqmKi3W2s3TpUnR3d1edx2w2i6eeeqrqPPb392Pjxo2VNI888ghc1628WFauXInHH38chUKhkubBBx/EEUccMaNDv4Kwa9cuHDhwAPPnzwdgzqsISimuuuoq3H333XjkkUdqQgob9dyvXLmyqgwvzWx/H8+E3yr2d2Kqo/P+nerw77WJpBHvi4nEr70innvuOQCYMvez67rI5XJT7tyq8NosYqqdX18meUKIhvOTn/yExuNxeuedd9KXXnqJXnHFFbStra1qRiVDNZ/97GfpY489Rrdv307/+Mc/0lWrVtG5c+fSffv2UUop/eQnP0kXL15MH3nkEfrMM8/QlStX0pUrV1byF4tFeuyxx9LVq1fT5557jt5///103rx59Prrr5+sQ5oUBgYG6LPPPkufffZZCoB+4xvfoM8++yx9/fXXKaWUfu1rX6NtbW303nvvpZs2baLnn38+Xbp0KR0ZGamUcc4559CTTjqJPvXUU/QPf/gDPeyww+hFF11U2d/f30+7urroJZdcQl944QX6k5/8hDY1NdF///d/n/DjnShU53VgYIB+7nOfoxs2bKDbt2+nDz30EH3LW95CDzvsMDo6Olopw5zXaq688kqaTqfpY489Rvfs2VP5Gx4erqRpxHO/bds22tTURK+99lr68ssv09tuu43atk3vv//+CT3eqch0+63y+52YbBrx/p0q7dV9r00UjXhfTKX2btmyhX75y1+mzzzzDN2+fTu999576bJly+jpp58+Ke39p3/6J7p+/Xq6fft2umnTJvpP//RPlBBCH3jgAUrp1Dq3Om2eauc3DDNOHFFK6Xe+8x26ePFiGovF6CmnnEKffPLJyW7SlOaDH/wgnT9/Po3FYnTBggX0gx/8IN2yZUtl/8jICP3Upz5F29vbaVNTE33f+95H9+zZU1XGa6+9RteuXUuTySSdO3cu/exnP0sLhcJEH8qk8uijj1IANX+XXnoppbQ0newXvvAF2tXVRePxOD3rrLPo5s2bq8o4cOAAveiii2hLSwtNpVL0Yx/7GB0YGKhK85e//IWedtppNB6P0wULFtCvfe1rE3WIk4LqvA4PD9PVq1fTefPm0Wg0SpcsWUIvv/zyGgPTnNdqROcTAL3jjjsqaRr13D/66KP0xBNPpLFYjC5btqyqjtnOdPqt8vudmGwa8f6dKu3Vfa9NFI16X0yV9u7YsYOefvrptKOjg8bjcXrooYfSa6+9lmYymUlp78c//nG6ZMkSGovF6Lx58+hZZ51VEUaUTq1z66Fq81Q7v2EglFI6Xl4pg8FgMBgMBoPBYJguzKgxRwaDwWAwGAwGg8EQFiOODAaDwWAwGAwGgwFGHBkMBoPBYDAYDAYDACOODAaDwWAwGAwGgwGAEUcGg8FgMBgMBoPBAMCII4PBYDAYDAaDwWAAYMSRwWAwGAwGg8FgMAAw4shgMBgMBoPBYDAYABhxZDAYDAaDwWAwGAwAjDgyGAwGg8FgMBgMBgBGHBkMBoPBYDAYDAYDACOODAaDwWAwGAwGgwEA8P8HXLhJzJ8pG1cAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Check the image still looks the same. it is just supposed to be smoother.\n", "\n", "fig,ax = subplots(1,2, figsize=(10,5))\n", "ax[0].imshow(cnv, interpolation=\"nearest\", origin=\"lower\")\n", "#Zoom into a spot in the middle of the image, where the distortion is expected to be minimal\n", "ax[1].imshow(cnv[1060:1100,1040:1080], interpolation=\"nearest\", origin=\"lower\")\n", "ax[1].set_title(\"Zoom one point in the center\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Zoom into the very same spot to ensure it is smoother\n", "fig,ax = subplots()\n", "ax.imshow(cnv[1060:1100,1040:1080], interpolation=\"nearest\", origin=\"lower\")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# and here again the same profile:\n", "fig, ax = subplots() \n", "ax.plot(cnv[1060+25,1030:1070])\n", "pass\n", "# the peak got broader (2x) but much smoother on the top: this is what we are interrested in." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After convolution with a pattern of the same shape as the hole, the peak center is located with a sub-pixel resolution.\n", "The peak has a full size of 30 pixels in 1 dimension.\n", "\n", "All peak positions will be extracted using the pyFAI inverse watershed algorithm. \n", "Once all regions are segmented, the ones too small are sieved out and the remaining ones are classifies according to their peak intensity using an histogram. As intensity vary a lot, this histogram it is done on the log-scale of the intensity." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of points in the kernel: 97\n" ] } ], "source": [ "mini = (kernel>0).sum()\n", "print(\"Number of points in the kernel: %s\"%mini)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of region segmented: 79513\n", "Number of large enough regions : 8443\n" ] } ], "source": [ "try: #depends if the version of pyFAI you are using\n", " from pyFAI.watershed import InverseWatershed\n", "except:\n", " from pyFAI.ext.watershed import InverseWatershed\n", " #Version of pyFAI newer than feb 2016\n", "iw = InverseWatershed(cnv)\n", "iw.init()\n", "iw.merge_singleton()\n", "all_regions = set(iw.regions.values())\n", "regions = [i for i in all_regions if i.size>mini]\n", "\n", "print(\"Number of region segmented: %s\"%len(all_regions))\n", "print(\"Number of large enough regions : %s\"%len(regions))" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s = [i.maxi for i in regions]\n", "\n", "fig, ax = subplots()\n", "ax.hist(numpy.log10(s), 20)\n", "pass\n", "#Look for the maximum value in each region to be able to segment accordingly" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are clearly 3 groups of very different intensity, well segregated:\n", "\n", "* around $10^{2.1}$ (~125), those are the peaks where no tapper brings light\n", "* around $10^{3.4}$ (~2500), those are segmented region in the background\n", "* above $10^{3.9}$ (~8000), those are actual peaks, we are looking for.\n", "\n", "We retain all peaks >$10^{3.5}$" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of remaining peaks: 438\n" ] } ], "source": [ "peaks = [(i.index//img.shape[-1], i.index%img.shape[-1]) for i in regions if (i.maxi)>10**3.5]\n", "print(\"Number of remaining peaks: %s\"%len(peaks))" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Raw peak coordinate:\n", "[(418, 57), (1580, 461), (787, 1540), (787, 1637), (787, 1734), (787, 1830), (788, 1146), (788, 1245), (788, 1343), (788, 1925)]\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fix, ax = subplots()\n", "ax.imshow(img, interpolation=\"nearest\", origin=\"lower\")\n", "peaks_raw = numpy.array(peaks)\n", "ax.plot(peaks_raw[:,1], peaks_raw[:, 0], \"or\")\n", "ax.set_xlim(0,2048)\n", "ax.set_ylim(0,2048)\n", "ax.set_title(\"Extracted peak position (raw)\")\n", "print(\"Raw peak coordinate:\")\n", "print(peaks[:10])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Precise peak extraction is performed using a second order tailor expansion" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "try:\n", " from pyFAI.bilinear import Bilinear\n", "except:\n", " from pyFAI.ext.bilinear import Bilinear\n", "bl = Bilinear(cnv)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Refined peak coordinate:\n", "[(417.95227555558085, 57.2238253057003), (1580.0236758049577, 460.69262304902077), (787.214052721858, 1539.8821937963367), (787.2821912169456, 1637.211540877819), (787.2988065481186, 1734.0478969626129), (787.5331758856773, 1830.050548993051), (788.2067926973104, 1145.601166009903), (788.1137754917145, 1244.59372484684), (787.5045988559723, 1343.5496862530708), (788.1520229279995, 1924.6088468134403)]\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ref_peaks = [bl.local_maxi(p) for p in peaks]\n", "fig, ax = subplots()\n", "ax.imshow(img, interpolation=\"nearest\", origin=\"lower\")\n", "peaks_ref = numpy.array(ref_peaks)\n", "ax.plot(peaks_raw[:,1], peaks_raw[:, 0], \"or\")\n", "ax.plot(peaks_ref[:,1],peaks_ref[:, 0], \"ob\")\n", "ax.set_xlim(0,2048)\n", "ax.set_ylim(0,2048)\n", "ax.set_title(\"Extracted peak position (red: raw, blue: refined)\")\n", "print(\"Refined peak coordinate:\")\n", "print(ref_peaks[:10])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "At this stage, a visual inspection of the grid confirms all peaks have been properly segmented. If this is not the case, one can adapt:\n", "\n", "* the size of the kernel\n", "* the threshold coming out of the histogramming\n", "\n", "## Pair-wise distribution function\n", "\n", "We will now select the (4-) first neighbours for every single peak.\n", "For this we calculate the distance_matrix from any point to any other: " ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "# Nota, pyFAI uses **C-coordinates** so they come out as (y,x) and not the usual (x,y). \n", "# This notation helps us to remind the order\n", "yx = numpy.array(ref_peaks)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "# pairwise distance calculation using scipy.spatial.distance_matrix\n", "from scipy.spatial import distance_matrix\n", "dist = distance_matrix(peaks_ref, peaks_ref)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's have a look at the pairwise distribution function for the first neighbors" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = subplots()\n", "ax.hist(dist.ravel(), 200, range=(0,200))\n", "ax.set_title(\"Pair-wise distribution function\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This histogram provides us:\n", "\n", "* At 0, the 438 peaks with 0-distance to themselves.\n", "* between 85 and 105 the first neighbours\n", "* between 125 and 150 the second neighbours.\n", "* ... and so on.\n", "\n", "We now focus on the first neighbours which are all located between 70 and 110 pixels apart." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "There are 359 control point with exactly 4 first neigbours\n" ] } ], "source": [ "#We define here a data-type for each peak (called center) with 4 neighbours (called north, east, south and west). \n", "point_type = numpy.dtype([('center_y', float), ('center_x', float),\n", " ('east_y', float), ('east_x', float),\n", " ('west_y', float), ('west_x', float),\n", " ('north_y', float), ('north_x', float),\n", " ('south_y', float), ('south_x', float)])\n", "\n", "neig = numpy.logical_and(dist>70.0, dist<110.0)\n", "valid = (neig.sum(axis=-1)==4).sum()\n", "print(\"There are %i control point with exactly 4 first neigbours\"%valid)\n", "# This initializes an empty structure to be populated\n", "point = numpy.zeros(valid, point_type)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "#Populate the structure: we use a loop as it loops only over 400 points \n", "h=-1\n", "for i, center in enumerate(peaks_ref):\n", " if neig[i].sum()!=4: continue\n", " h+=1\n", " point[h][\"center_y\"],point[h][\"center_x\"] = center\n", " for j in ((0,1),(0,-1),(1,0),(-1,0)):\n", " tmp = []\n", " for k in numpy.where(neig[i]):\n", " curr = yx[k]\n", " tmp.append(numpy.dot(curr-center,j))\n", " l = numpy.argmax(tmp)\n", " y, x = peaks_ref[numpy.where(neig[i])][l]\n", " if j==(0,1):point[h][\"east_y\"], point[h][\"east_x\"] = y, x\n", " elif j==(0,-1):point[h][\"west_y\"], point[h][\"west_x\"] = y, x\n", " elif j==(1,0): point[h][\"north_y\"],point[h][\"north_x\"] = y, x\n", " elif j==(-1,0):point[h][\"south_y\"],point[h][\"south_x\"] = y, x" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will need to define an *origin* but taking it on the border of the image is looking for trouble as this is where distortions are likely to be the most important. The center of the detector is an option but we prefer to take the peak the nearest to the centroid of all other peaks." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The guessed center is at (734, 1181)\n", "The center is at (753.7035001516342, 1186.1879850327969)\n", "The X vector is is at (97.71973018262348, -0.7879771176533654)\n", "The Y vector is is at (1.382185794965657, 97.08269907579457)\n" ] } ], "source": [ "#Select the initial guess for the center:\n", "\n", "#Most intense peak:\n", "#m = max([i for i in regions], key=lambda i:i.maxi)\n", "#Cx, Cy = m.index%img.shape[-1],m.index//img.shape[-1]\n", "#Cx, Cy = point[\"center_x\"].mean(), point[\"center_y\"].mean() #Centroid of all points\n", "Cx, Cy = 734, 1181 #beam center\n", "#Cx, Cy = tuple(i//2 for i in cnv.shape) #detector center\n", "print(\"The guessed center is at (%s, %s)\"%(Cx, Cy))\n", "\n", "#Get the nearest point from centroid:\n", "d2 = ((point[\"center_x\"]-Cx)**2+(point[\"center_y\"]-Cy)**2)\n", "best = d2.argmin()\n", "Op = point[best]\n", "Ox, Oy = Op[\"center_x\"], Op[\"center_y\"]\n", "\n", "print(\"The center is at (%s, %s)\"%(Ox, Oy))\n", "#Calculate the average vector along the 4 main axes \n", "Xx = (point[:][\"east_x\"] - point[:][\"center_x\"]).mean()\n", "Xy = (point[:][\"east_y\"] - point[:][\"center_y\"]).mean()\n", "Yx = (point[:][\"north_x\"] - point[:][\"center_x\"]).mean()\n", "Yy = (point[:][\"north_y\"] - point[:][\"center_y\"]).mean()\n", "\n", "print(\"The X vector is is at (%s, %s)\"%(Xx, Xy))\n", "print(\"The Y vector is is at (%s, %s)\"%(Yx, Yy))" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "X has an angle of -0.4620027563549718 deg\n", "Y has an angle of 89.18432364179688 deg\n", "The XY angle is 89.64632639815186 deg\n" ] } ], "source": [ "from numpy import arctan2, rad2deg\n", "print(\"X has an angle of %s deg\"%rad2deg(arctan2(Xy, Xx)))\n", "print(\"Y has an angle of %s deg\"%rad2deg(arctan2(Yy, Yx)))\n", "print(\"The XY angle is %s deg\"%rad2deg(arctan2(Yy, Yx) - arctan2(Xy, Xx)))" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "x = point[:][\"center_x\"] - Ox\n", "y = point[:][\"center_y\"] - Oy\n", "xy = numpy.vstack((x,y))\n", "R = numpy.array([[Xx,Yx],[Xy,Yy]])\n", "iR = numpy.linalg.inv(R)\n", "IJ = numpy.dot(iR,xy).T" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Xmin/max -6.073942128478844 12.060721056017808\n", "Ymin/max -11.08905457323414 7.040603636712159\n", "Maximum error versus integrer: 0.11721135467538524 * pitch size (5mm)\n" ] } ], "source": [ "Xmin = IJ[:,0].min()\n", "Xmax = IJ[:,0].max()\n", "Ymin = IJ[:,1].min()\n", "Ymax = IJ[:,1].max()\n", "print(\"Xmin/max\",Xmin, Xmax)\n", "print(\"Ymin/max\",Ymin,Ymax)\n", "print(\"Maximum error versus integrer: %s * pitch size (5mm)\"%(abs(IJ-IJ.round()).max()))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "At this point it is important to check the correct rounding to integers: The maximum error should definitely be better than 0.2*pitch ! If not, try to change the origin (Cx and Cy). This criteria will be used for the optimization later on." ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from math import ceil, floor\n", "fig, ax = subplots()\n", "ax.plot(IJ[:,0],IJ[:,1],\"or\")\n", "idx = numpy.round(IJ).astype(int)\n", "ax.plot(idx[:,0],IJ[:,1],\"og\")\n", "ax.set_xlim(floor(Xmin), ceil(Xmax))\n", "ax.set_ylim(floor(Ymin), ceil(Ymax))\n", "ax.set_title(\"Red: measured peaks, Green: Expected position\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Estimation of the pixel size:\n", "\n", "The pixel size is obtained from the pitch of the grid, in vectorial:\n", "\n", "$$pitch^2 = (Px \\cdot Xx)^2 + (Py \\cdot Xy)^2$$\n", "\n", "$$pitch^2 = (Px \\cdot Yx)^2 + (Py \\cdot Yy)^2$$" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pixel size in average: x:51.165 micron, y: 51.497 microns\n" ] } ], "source": [ "from math import sqrt\n", "pitch = 5e-3 #mm distance between holes\n", "Py = pitch*sqrt((Yx**2-Xx**2)/((Xy*Yx)**2-(Xx*Yy)**2))\n", "Px = sqrt((pitch**2-(Xy*Py)**2)/Xx**2)\n", "print(\"Pixel size in average: x:%.3f micron, y: %.3f microns\"%(Px*1e6, Py*1e6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "At this stage, we have:\n", "\n", " * A list of control points placed on a regular grid with a sub-pixel precision\n", " * The center of the image, located on a control point\n", " * the average X and Y vector to go from one control point to another\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Optimization of the pixel position\n", "\n", "\n", "The optimization is obtained by minimizing the mis-placement of the control points on the regular grid. For a larger coverage we include now the peaks on the border with less than 4 neighbours." ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total inital error 2.5995763607010476 [753.7035001516342, 1186.1879850327969, 97.71973018262348, 1.382185794965657, -0.7879771176533654, 97.08269907579457]\n", "Maximum initial error versus integrer: 0.19983845643285214 * pitch size (5mm)\n", " message: Optimization terminated successfully.\n", " success: True\n", " status: 0\n", " fun: 2.123772842169233\n", " x: [ 7.530e+02 1.185e+03 9.811e+01 1.475e+00 -8.045e-01\n", " 9.732e+01]\n", " nit: 15\n", " jac: [-3.874e-07 2.384e-07 -4.172e-07 -1.788e-07 5.066e-07\n", " 7.153e-07]\n", " hess_inv: [[ 1.411e+01 5.169e-01 ... -2.249e-02 3.968e-02]\n", " [ 5.169e-01 1.442e+01 ... -8.766e-01 5.597e-01]\n", " ...\n", " [-2.249e-02 -8.766e-01 ... 2.974e-01 -3.782e-03]\n", " [ 3.968e-02 5.597e-01 ... -3.782e-03 2.938e-01]]\n", " nfev: 140\n", " njev: 20\n", "total Final error 2.123772842169233 [ 7.53021131e+02 1.18519693e+03 9.81143528e+01 1.47509442e+00\n", " -8.04478803e-01 9.73166900e+01]\n", "Maximum final error versus integrer: 0.23464501427518947 * pitch size (5mm)\n" ] } ], "source": [ "#Measured peaks (all!), needs to flip x<->y\n", "peaks_m = numpy.empty_like(peaks_ref)\n", "peaks_m[:,1] = peaks_ref[:,0]\n", "peaks_m[:,0] = peaks_ref[:,1]\n", "\n", "#parameter set for optimization:\n", "P0 = [Ox, Oy, Xx, Yx, Xy, Yy]\n", "\n", "P = numpy.array(P0)\n", "\n", "def to_hole(P, pixels):\n", " \"Translate pixel -> hole\"\n", " T = numpy.atleast_2d(P[:2])\n", " R = P[2:].reshape((2,2))\n", " #Transformation matrix from pixel to holes:\n", " hole = numpy.dot(numpy.linalg.inv(R), (pixels - T).T).T\n", " return hole\n", "\n", "def to_pix(P, holes):\n", " \"Translate hole -> pixel\"\n", " T = numpy.atleast_2d(P[:2])\n", " R = P[2:].reshape((2,2))\n", " #Transformation from index points (holes) to pixel coordinates: \n", " pix = numpy.dot(R,holes.T).T + T\n", " return pix\n", "\n", "def error(P):\n", " \"Error function\"\n", " hole_float = to_hole(P, peaks_m)\n", " hole_int = hole_float.round()\n", " delta = hole_float-hole_int\n", " delta2 = (delta**2).sum()\n", " return delta2\n", "\n", "print(\"Total inital error \", error(P), P0)\n", "holes = to_hole(P, peaks_m)\n", "print(\"Maximum initial error versus integrer: %s * pitch size (5mm)\"%(abs(holes-holes.round()).max()))\n", "from scipy.optimize import minimize\n", "res = minimize(error, P)\n", "print(res)\n", "print(\"total Final error \", error(res.x),res.x)\n", "holes = to_hole(res.x, peaks_m)\n", "print(\"Maximum final error versus integrer: %s * pitch size (5mm)\"%(abs(holes-holes.round()).max()))" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = subplots()\n", "peaks_c = to_pix(res.x,to_hole(res.x,peaks_m).round())\n", "ax.imshow(img, interpolation=\"nearest\", origin=\"lower\")\n", "ax.plot(peaks_m[:,0],peaks_m[:, 1], \"or\")\n", "ax.plot(peaks_c[:,0], peaks_c[:, 1], \"og\")\n", "ax.set_xlim(0, 2048)\n", "ax.set_ylim(0, 2048)\n", "ax.set_title(\"Peak position: measured (red) and expected (Green)\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Optimized pixel size in average: x:50.959 micron, y: 51.373 microns\n" ] } ], "source": [ "pitch = 5e-3 #mm distance between holes\n", "Ox, Oy, Xx, Yx, Xy, Yy = res.x\n", "Py = pitch*sqrt((Yx**2-Xx**2)/((Xy*Yx)**2-(Xx*Yy)**2))\n", "Px = sqrt((pitch**2-(Xy*Py)**2)/Xx**2)\n", "print(\"Optimized pixel size in average: x:%.3f micron, y: %.3f microns\"%(Px*1e6, Py*1e6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Few comments:\n", "\n", "* The maximum error grow during optimization without explanations\n", "* The outer part of the detector is the most distorted\n", "\n", "## Interpolation of the fitted data\n", "\n", "### Multivariate data interpolation (griddata)\n", "\n", "\n", "Correction arrays are built slightly larger (+1) to be able to manipulate corners instead of centers of pixels\n", "As coordinates are needed as y,x (and not x,y) we use p instead of peaks_m" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from scipy.interpolate import griddata\n", "grid_x, grid_y = numpy.mgrid[0:img.shape[0]+1, 0:img.shape[1]+1]\n", "delta = peaks_c - peaks_m\n", "#we use peaks_res instead of peaks_m to be in y,x coordinates, not x,y\n", "delta_x = griddata(peaks_ref, delta[:,0], (grid_x, grid_y), method='cubic')\n", "delta_y = griddata(peaks_ref, delta[:,1], (grid_x, grid_y), method='cubic')\n", "\n", "fig, ax = subplots(1, 2, figsize=(10,5))\n", "im0 = ax[0].imshow(delta_x,origin=\"lower\", interpolation=\"nearest\")\n", "ax[0].set_title(r\"$\\delta$ x\")\n", "fig.colorbar(im0, ax=ax[0])\n", "\n", "im1=ax[1].imshow(delta_y, origin=\"lower\", interpolation=\"nearest\")\n", "ax[1].set_title(r\"$\\delta$ y\")\n", "fig.colorbar(im1, ax=ax[1])\n", "pass\n", "#Nota: the arrays are filled with \"NaN\" outside the convex Hull" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "#From http://stackoverflow.com/questions/3662361/fill-in-missing-values-with-nearest-neighbour-in-python-numpy-masked-arrays\n", "def fill(data, invalid=None):\n", " \"\"\"\n", " Replace the value of invalid 'data' cells (indicated by 'invalid') \n", " by the value of the nearest valid data cell\n", "\n", " Input:\n", " data: numpy array of any dimension\n", " invalid: a binary array of same shape as 'data'. True cells set where data\n", " value should be replaced.\n", " If None (default), use: invalid = np.isnan(data)\n", "\n", " Output: \n", " Return a filled array. \n", " \"\"\"\n", "\n", " if invalid is None: \n", " invalid = numpy.isnan(data)\n", "\n", " ind = ndimage.distance_transform_edt(invalid, return_distances=False, return_indices=True)\n", " return data[tuple(ind)]" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = subplots(1,2, figsize=(10,5))\n", "im0 = ax[0].imshow(fill(delta_x),origin=\"lower\", interpolation=\"nearest\")\n", "ax[0].set_title(r\"$\\delta$ x\")\n", "fig.colorbar(im0, ax=ax[0])\n", "\n", "im1 = ax[1].imshow(fill(delta_y), origin=\"lower\", interpolation=\"nearest\")\n", "ax[1].set_title(r\"$\\delta$ y\")\n", "fig.colorbar(im1, ax=ax[1])\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is important to understand the extrapolation outside the convex hull has no justification, it is there just to prevent numerical bugs.\n", "\n", "## Saving the distortion correction arrays to a detector" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "from pyFAI.detectors import Detector\n", "detector = Detector(Py,Px)\n", "detector.max_shape = detector.shape = img.shape\n", "detector.set_dx(fill(delta_x))\n", "detector.set_dy(fill(delta_y))\n", "detector.mask = numpy.isnan(delta_x).astype(numpy.int8)[:img.shape[0], :img.shape[1]]\n", "detector.save(\"testdetector.h5\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Validation of the distortion correction" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/jerome/.venv/py311/lib/python3.11/site-packages/pyopencl/cache.py:495: CompilerWarning: Non-empty compiler output encountered. Set the environment variable PYOPENCL_COMPILER_OUTPUT=1 to see more.\n", " _create_built_program_from_source_cached(\n", "/home/jerome/.venv/py311/lib/python3.11/site-packages/pyopencl/cache.py:499: CompilerWarning: Non-empty compiler output encountered. Set the environment variable PYOPENCL_COMPILER_OUTPUT=1 to see more.\n", " prg.build(options_bytes, devices)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from pyFAI.distortion import Distortion\n", "dis = Distortion(detector)\n", "cor = dis.correct(img)\n", "\n", "fig, ax = subplots(1, 2, figsize=(10,5))\n", "ax[0].imshow(img, interpolation=\"nearest\", origin=\"lower\")\n", "ax[0].set_title(\"Original\")\n", "\n", "ax[1].imshow(cor, origin=\"lower\", interpolation=\"nearest\")\n", "ax[1].set_title(\"Corrected\")\n", "\n", "# Save the corrected image\n", "fabio.edfimage.EdfImage(data=cor).save(\"corrected.edf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Conclusion\n", "\n", "This procedure describes how to measure the detector distortion and how to create a detector description file directly usable in pyFAI. Only the region inside the convex hull of the grid data-points is valid and the region of the detector which is not calibrated has been masked out to prevent accidental use of it.\n", "\n", "The distortion corrected image can now be used to check how \"good\" the calibration actually is. This file can be injected in the third cell, and follow the same procedure (left as exercise). This gives a maximum mis-placement of 0.003, the average error is then of 0.0006 and correction-map exhibit a displacement of pixels in the range +/- 0.2 pixels which is acceptable and validates the whole procedure." ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Execution time: 19.844 s\n" ] } ], "source": [ "print(f\"Execution time: {time.perf_counter()-start_time:.3f} s\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.2" } }, "nbformat": 4, "nbformat_minor": 4 }