{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Scripts for Calibration of Cernox Sensors\n", "---------------------------------------\n", "\n", "Make a copy of this notebook for an other run" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import math\n", "from scipy.interpolate import splrep, splev\n", "from zcalib import read_curve, convert_res, compare_calib, make_calib, logrange, Sensor, CalibRun, nplog, npexp" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('lsdat', 'READ /afs/psi.ch/project/SampleEnvironment/SE_internal/Thermometer_calibs/2012/73027 Cernox 5/X75610.dat')\n", "('zdat', 'READ calib_data/calib2018-11-15_p0_c5.dat')\n", "('zdat', 'READ calib_data/calib2018-11-15_p1_c5.dat')\n", "('zdat', 'READ calib_data/calib2018-11-15_p2_c5.dat')\n", "{'selected': 0, 'averaged': 60}\n", "('zdat', 'READ calib_data/calib2018-11-15_p0_c4.dat')\n", "('zdat', 'READ calib_data/calib2018-11-15_p1_c4.dat')\n", "('zdat', 'READ calib_data/calib2018-11-15_p2_c4.dat')\n", "{'selected': 1, 'averaged': 59}\n", "('zdat', 'READ calib_data/calib2018-11-15_p0_c1.dat')\n", "('zdat', 'READ calib_data/calib2018-11-15_p1_c1.dat')\n", "('zdat', 'READ calib_data/calib2018-11-15_p2_c1.dat')\n", "{'selected': 1, 'averaged': 59}\n", "('zdat', 'READ calib_data/calib2018-11-15_p0_c2.dat')\n", "('zdat', 'READ calib_data/calib2018-11-15_p1_c2.dat')\n", "('zdat', 'READ calib_data/calib2018-11-15_p2_c2.dat')\n", "{'selected': 0, 'averaged': 60}\n", "('zdat', 'READ calib_data/calib2018-11-15_p0_c6.dat')\n", "('zdat', 'READ calib_data/calib2018-11-15_p1_c6.dat')\n", "('zdat', 'READ calib_data/calib2018-11-15_p2_c6.dat')\n", "{'selected': 0, 'averaged': 60}\n", "calibration file has 199 points\n" ] } ], "source": [ "run = CalibRun([\n", " Sensor(3, 'X75610'), # the reference sensor must be the first\n", " Sensor(5, 'X133273', 'CX-1030-CU-HT-0.3L'),\n", " Sensor(4, 'X55918', 'CX-1050-SD-HT-1.4L'),\n", " Sensor(1, 'X134003', 'CX-1050-SD'),\n", " Sensor(2, 'X134014', 'CX-1050-SD'),\n", " Sensor(6, 'X133980', 'CX-1050-SD'),\n", " ],\n", " t_points = (1.0, 1.2) + logrange(1.4, 310, n=195) + (330,),\n", " caldate = '2018-11-15',\n", " logT = False,\n", " logR = True,\n", " calib_data_file = 'calib_data/calib%s_p%d_c%d.dat',\n", " outputpath='%s/%s.340')\n", "# smooth depends on number of measured points (1e-7 for 60, 0.8e-7 for 48 and 0.4e-7 for 24 points)\n", "run.make(diflim=0.001, smoothref=1e-7, smoothtst=1e-7)\n", "print('calibration file has %d points' % len(run.t_points))" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('z340', 'READ 2018-11-15/X133273.340')\n", "('lsdat', 'READ /afs/psi.ch/project/SampleEnvironment/SE_internal/Thermometer_calibs/2018/X133273_for_He3/X133273.dat')\n", "('z340', 'READ 2018-11-15/X133273.340')\n", "('ls340', 'READ /afs/psi.ch/project/SampleEnvironment/SE_internal/Thermometer_calibs/2018/X133273_for_He3/X133273.340')\n", "('z340', 'READ 2018-11-15/X55918.340')\n", "('lsdat', 'READ /afs/psi.ch/project/SampleEnvironment/SE_internal/Thermometer_calibs/2009/51750 Cernox HiT/X55918.dat')\n", "('z340', 'READ 2018-11-15/X55918.340')\n", "('ls340', 'READ /afs/psi.ch/project/SampleEnvironment/SE_internal/Thermometer_calibs/2009/51750 Cernox HiT/X55918.340')\n" ] }, { "data": { "image/png": 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u5bmRdXmoGkkWAHTvDlhYALt35ytqammJ2KdPkZp7F3DGGGOsquvSpQt69uyJ\n0aNHIzQ0FLt378ayZcuKXb+wezIGBwdj2LBhcHJygoWFBSZOnIiff/4ZT58+BQB07NgRAQEBcHR0\nzFf3wYMHSExMxJAhQwAArVq1goeHB65evVrguRo1agSZTAZAStBMTU3h4OCQ55jJkydjzJgxsLGx\nybN/06ZNGD58OJo0aQIrKytMmzYN69evL/bz14eqk2QJIfVkzZgh3UT6OWYmJvCUyXCOJ78zxhir\nRhYuXAiVSoWAgAAsWLAAdnZ2urKDBw/C1tYWzZs3x4oVK/LVHTx4MOzt7dGtWzdcunSp0HNotVpk\nZWUhKiqqyHgcHR3h6emJdevWQavVIiIiAnFxcWjXrl2hdebMmQO5XI569eqhR48e6N27t67s9OnT\n+PvvvzFy5Mh89a5cuYIWLVrotlu0aIGEhAQkJSUVGae+1Ci3M5WHrl2lJGvXLmDAgDxFreVynElJ\ngZ9SaaTgGGOMVTdCpdJLO+TvX6p6SqUSTZs2RUREBPr06aPb379/f3zyySewt7fHqVOn0K9fP1hb\nW6N///4AgG3btqFly5YgIvz444/o2rUrIiMjdfOz5s2bh/fffx9KpRJz584FAGRkZBQrplWrVqF7\n9+4YM2YMhBBYvnw5nJ2dCz1+4sSJmDhxIi5cuIDevXujdevW6NOnD7RaLT7//PNCe+fS0tJgZWWl\n21YoFCAipKamwtraulixllXVSrKe9WaNGQO8/z5gaqoraiWX41DuuDRjjDFWHkqbHOnLli1bEBsb\ni86dO2PChAlYvnw5AKBJkya6Y3x8fDBmzBjs3r1bl2T5+PjoyidNmoSNGzfizz//RI8ePTBs2DDc\nvXsX/v7+yMnJwbhx4xAcHIy6desWGU98fDx69uyJ7du3o3PnzoiKikKPHj3g5OSEd95556V1vby8\n8Nlnn2Hz5s3o06cPli5dihYtWqB169YFHi+TyZCSkqLbTk5OhhACcrm8yDj1peoMFz7z9tvAK68A\n+/bl2c2T3xljjFUnCQkJGDt2LNasWYMVK1Zg165dCA8PL/BYIUShc7BeLBdCICgoCLdv30ZcXBw8\nPDzg7Oz80t6oZ06ePIm6deuic+fOAICGDRuiR48eOHz4cLGeU3Z2NiwsLAAAx48fx759++Do6AhH\nR0ecPHkS48aNwxdffAEAaNq0KS5evKire+HCBdjb25dbLxZQzkmWEKK3EGKVEGK7EOJtA50EGDIE\nOHgwz+6q4R5OAAAgAElEQVRGFhZ4qNEgsZwv32SMMcaMYdSoUejbty98fX3h4OCAOXPm4OOPP4Za\nrcYvv/yCJ0+eAJDmNS1atAjvvfceAODOnTs4efIkNBoNsrKyMG/ePCQmJqJt27YAgKSkJERHRwMA\nrl69inHjxuW5au/ZHC2NRoOcnBxkZWUhO/fCs6ZNmyIyMhIhISEAgFu3biE4ODjP3KlniAirVq3K\nE+fSpUvRr18/ANJVjteuXcPFixdx8eJFtGrVCkFBQZg5cyYA4KOPPsLatWtx7do1JCUl4bvvvkNg\nYKDeX+eXIqJyfwBQAlj9knIqk6goIkdHIq02z26/c+foSGJi2dpmjDHGcpX5+8pA9u/fT87OzpSc\nnJxnf6dOnWjq1Kk0cOBAsrGxIblcTh4eHrRkyRLdMVeuXCFPT0+SyWRka2tLnTt3pnPnzunKb9y4\nQY0bNyZLS0tyc3OjH3/8Mc85NmzYQEIIMjEx0T0CAwN15Zs2bSIPDw9SKBTk4uJCkydP1pVt3bqV\nmjVrRkREWq2WunXrRjY2NqRQKKh58+a0bt26Qp9zhw4daO3atXn2/fDDD2Rvb09WVlY0fPhwUqvV\nJXgV8yvs/c7dny+fEfSS7sHCCCHWAugJ4AEReT63vxuAHyH1kK0lojmF1J8PYAsRXSiknEoTlw4R\nUL8+cOgQ8Nprut3jb96EtZkZpri6lr5txhhjLFdRw2ysains/c7dL17cX9rhwvUAur5wAhMAS3L3\nNwUwUAjRJLfsQyHEQiGEkxDiewC/FpZg6YUQQOfOwNGjeXa3Vih4XhZjjDHGykWpkiwiCgPw4kIT\n3gCiiCiWiDQAdgDonXv8ZiIaC6AfgE4AAoQQI0ofdjG8/Xb+JCt3GQfGGGOMMUPT5xIOzgDuPLd9\nF1LipUNEiwEsLk5jXl5e8PLygpubG5RKJby8vOCfeymsKnfdkZdum5vD/88/AY0GqtyrKfz8/JCp\n1WLP77/DpmbNkrXH27zN27zN27z9wjarfp79DKhUKpw6dQr3798v9NhSzckCACGEK4CDz+ZkCSH6\nAehKRCNyt4cA8CaiL0rRdtnmZD3zxhvAjz8C7dvrdnW9eBGjnJ3Ry9a27O0zxhir1nhOVvVSXnOy\nCnIPQL3ntuvm7jOet98G/vgjz65WcjnO8LwsxhhjjBlYWZIskft45gyAV4UQrkKImgAGAPilLMGV\nWUGT33lRUsYYY4yVg1IlWUKIbQBOAmgkhIgTQgQSUQ6A0QB+B3AFwA4iuqa/UEuhXTvg8mUgOVm3\n61lPFnfvMsYYY8yQSjXxnYgGFbL/MIDirY1fHmrVAnx8AJUKyL1rt7O5OWoIgbisLLjWqmXc+Bhj\njDFWZVW9exe+6IUhQyEEL+XAGGOM5ZLL5YiJiSlV3Q4dOmDdunX6DagKqfpJViGT33leFmOMMQak\npqbCzc3N2GFUSVU/yWrRAkhMBO78bwmv1nyFIWOMMcYMrOonWSYmQKdOeYYMW8nl+Ds1FVqe/M4Y\nY6yK2rBhA959913ddsOGDdG/f3/ddr169XDx4kWYmJggOjoaABAYGIhRo0ahZ8+eUCgU8PHxwe3b\nt3V1jh49Cg8PD1hbW2P06NF5LiIjInz33Xdwc3ODg4MDhg4ditTcDo2hQ4fihx9+AADEx8fDxMQE\ny5cvBwDcunULNjY2hnshjKjqJ1lAviFDu5o1oaxRAzczM40YFGOMMWY4fn5+CAsLAwD8888/0Gg0\niIiIAABER0cjPT0dLVq0yFdv586dmDFjBp48eYIGDRpgypQpAIDExET069cPs2bNwqNHj9CgQQOE\n595RBQDWr1+PTZs2ITQ0FNHR0UhNTcWoUaN0sTxbKT00NBQNGjTAiRMnAAAnTpyAr6+vwV4HY9Ln\nbXUqrs6dgcmTAa1W6tnC/5ZyaGRhYeTgGGOMVVUqodJLO/7kX+I67u7ukMvluHDhAiIjI9G1a1dc\nvHgRN27cwMmTJ9H+ubuhPK9Pnz544403AACDBw/GuHHjAAC//vormjVrhj59+gAAvvzySyxYsEBX\nb9u2bRg7dixcXV0BALNnz0azZs2wfv16+Pn5Yfz48QCkpGrChAn49ttvAUhJl5+fX4mfX2VQPZIs\nV1dAqQQuXQK8vAAArRUKnE1NxWB7eyMHxxhjrKoqTXKkT35+fggJCcHNmzfh7+8Pa2trqFQqRERE\nFJrYODg46P5vYWGBtLQ0ANIwn4uLS55jn9+Oj4/XJVgA4OrqiuzsbDx48AD169eHpaUlzp8/jz//\n/BPTpk3D2rVrcePGDYSGhmLMmDH6fNoVRvUYLgTyDRnyMg6MMcaqOl9fX6hUKoSFhcHPzw++vr4I\nDQ3FiRMnSnyTa0dHR8TFxeXZd+e5i8qcnJwQGxur246NjYWZmRnsczsz/Pz8sHv3bmg0Gjg6OsLX\n1xcbN27EkydP4JXbAVLVVJ8k64X1slrKZLiQloZsrdaIQTHGGGOG86wnKzMzE05OTmjfvj1+++03\nJCYmljix6dGjB65evYr9+/cjJycHixYtwv3793XlAwcOxA8//ICYmBikpaVhypQpGDBgAExyp+n4\n+vpiyZIluvlX/v7+WLJkCdq1awch8t1buUqoPklWhw7AyZPA06cAAKWZGZzNzXEtI8PIgTHGGGOG\n0bBhQ8jlcl1iI5fL0aBBgzyJTXETHBsbG+zatQsTJ06Era0tbt26hXbt2unKhw0bhg8//BC+vr5o\n0KABLCws8NNPP+nK/fz8kJaWphumbNeuHTIzM6vsfCwAEBXxHn5CCDJIXG++CcyaBXTsCAAYfPUq\nOltbI9DRUf/nYowxVuUJIfheuNVIYe937v582Wr16ckCpHlZzw0Z8qKkjDHGGDOU6pdkPTf5vRUn\nWYwxxhgzkOqVZL35JhAZKd1mB8DrcjmupKcjiye/M8YYY0zPqleSVbMm0L49cPw4AMDS1BSv1q6N\ny7lrgDDGGGOM6Uv1SrKAAocMz/KQIWOMMcb0rPolWS+sl8WT3xljjDFmCNXjtjrPa9pUWisrOhqo\nXx+t5HKsiI83dlSMMcYqIVdX1yq7kCbL7/nbBhVH9UuyhPhfb9Ynn8BTJkNUZiYycnJgYWpq7OgY\nY4xVIjExMcYOgVVg1W+4EMgzZGhuYoLXLCxwnie/M8YYY0yPqm+Sdfw4kJMDAGitUPDkd8YYY4zp\nVfVMspycAEdH4Nw5ALmT31NSjBwUY4wxxqqS6plkAXmWcuBlHBhjjDGmb9U7ycqdl/WahQXuZmUh\nOTvbyEExxhhjrKqovkmWry9w5gyQkYEaJiZoIZPhHPdmMcYYY0xPqm+SJZcDr78O/PknAF6UlDHG\nGGP6VX2TLCDPkCHPy2KMMcaYPlXvJOu59bJaKxTck8UYY4wxvaneSVbr1kBsLPDgARrWro3HGg0e\nqtXGjooxxhhjVUD1TrJq1AD8/YFjx2AiBN6Qy/E392YxxhhjTA/KNckSQjQRQiwXQuwUQgwvz3MX\n6rn1snjyO2OMMcb0pVyTLCK6TkSfAhgAoEt5nrtQzya/E/Hkd8YYY4zpTamSLCHEWiHEAyHEpRf2\ndxNCXBdC3BBCTCykbi8AhwDsKM259a5hQ0AIIDKSe7IYY4wxpjel7claD6Dr8zuEECYAluTubwpg\noBCiSW7Zh0KIhUIIRyI6SETdAQwtfdh6JIRuyNC1Vi1k5OQgUaMxdlSMMcYYq+RKlWQRURiApBd2\newOIIqJYItJA6qnqnXv8ZiIaC6CREGKREGIlgJAyxK1fuUOGQgi8YmbGt9dhjDHGWJnV0GNbzgDu\nPLd9F1LipUNEoQBCi9OYl5cXvLy84ObmBqVSCS8vL/j7+wMAVCoVAOhv29wcOHYM/hoNZKam+KXO\naiBNCy94AQAu4IIUE2/zNm/zNm/zNm9X+e1W1q3Q7nG7QvOHZ/8/deoU7t+/j8IIIiq08GWEEK4A\nDhKRZ+52PwBdiWhE7vYQAN5E9EUp2qbSxlVqr78OLF2KtrVqYeYbKfAn//I9P2OMMcYqBJVQlSgP\nEEKAiMSL+/V5deE9APWe266bu69yyF39XWZqauxIGGOMMVYFlCXJErmPZ84AeFUI4SqEqAlpmYZf\nyhJcucqd/C7nJIsxxhhjelDaJRy2ATgJaSJ7nBAikIhyAIwG8DuAKwB2ENE1/YVqYO3bAxcuQFbe\nw5SMMcYYq5JKNfGdiAYVsv8wgMNlishYatcGvL0h/+cfADWNHQ1jjDHGKrnqfe/CF739NmS3bxs7\nCsYYY4xVAZxkPe/ttyG/ft3YUTDGGGOsCuAk63leXpA9emTsKBhjjDFWBXCS9TxTU8jr1jV2FIwx\nxhirAjjJeoGsfn1jh8AYY4yxKoCTrBfImzQxdgiMMcYYqwI4yXqB7FmSlZpq3EAYY4wxVqlxkvUC\nee3a0n/++su4gbBKjQh4+BC4dQvIzDR2NIwxxoyhVIuRVmUyU1MkAUB4uHQ/Q8aKISsLOH4cOHwY\nOHoUuH0bsLQE5HLg/n3p3zfeAHr2lB5ubsaOmDHG2DNaLfDf/wI5OYCJHrufOMl6ge7ehWFhxg2E\nVQqJicCKFcCSJUCDBkCPHsC2bUCTJtJNBADplzchQcrbg4OBGTMAPz9g+nSgWTOjhs8YY9VefDwQ\nGAhERgLW1oAGGVgCoPGb0WjjLfBmGxO0aSNgX8cEylpKyGrKit02Dxe+QJdk/fUXkJ1t3GBYhXXr\nFjBqFNCwIRAdDfzxh5SXT54MvP76/xIsQPqryMEB6NcPWL8eiI0FfHykjtIPP5SGFRljjJW/AweA\nli2Bt94CLl3LwOCl8/FwsDsAIK1vZwTbdsD4K75ovaIt3Ge+if9s/blE7XOS9YJauf2E2a6uwKVL\nRo6G6UtiopQYabVla+fUKSAgAHjzTcDKCrhyBVi7FmjatPhtWFgA48YBN28C9vaApyfw88/SPC7G\nGGPlIzgYGDkS2Ls/B049V6PJsldx6u4pHPvoGADg3oRoPJ4Wg4xZsdDMuYO/+t/F2A7DSnQOQRXw\nk10IQcaMSyVU8Pp8N5SNGgFffGG0OFjZ3LsHjBghJUY5OVJSlJQEeHkB7doB77wjJUtmZi9vJzVV\n+mtnxQqpW/mrr6SuZVnxe4xf6tQpqb3XXgOWLZMSL8YYY4Zz+jTQvQdh2oY/sPbOeFiZW2Fh14Vo\n5dQKgJQH+JN/sdsTQoCIRL79nGTlpxIqNNgaD5ctW4BffzVaHKz0wsOBDz4APvsM+Pe/ATs7QAgp\nyfr7b0Clkiap37wJNG8uPerXB8zNgZo1gZQU4MEDqVylAnx9gX/9C3jvPaCGAWYyPn0qzdVatw5Y\nuBAYNEiKtzTu3pWGLk+elNpo1Qrw9gYaN9ZvzIwxVhlF3sjBm8P2wrb3XJjWTsXMjjPR16MvxHMf\nupxkGZBKqGD/sBk8fH2BCROAoUONFosxZWQAly8DGo00h0itzUQNkxowMy2i68fIfv5Zmi+1caPU\nW/UyiYnSqPB//yvNlVKrpSsFZTKpR8nFBejaFXjllfKJ/exZqVfL3V3qOXNyKl69rCxg715g+XLg\n6lWpp+6tt6Qk6+xZKel0cwO+/hro1Uu/V88wxlhlceGiFj4L+8OhcSwW9ZuKno16wkTk/0DkJMuA\nVEIFi+SW8I6LAzp0kLoySjLpppKLigIGD5YSjyZNpHlM8Vk3kPFBB9SyyMZgzwEY3nI4PO09jR1q\nPhcuAG+/DRw7Js11qozUamDmTClh+r//e/nQZHKydNyiRdJw42efAe++m38INDtbSsLmzpXmfu3c\nCbz6quGfC2OMVRRhYUCXBePg/tbfOPfVEZjXMC/0WH0lWfz3bCHScnKk6+vnzQPefx9ISzN2SOXi\nwgVpeYFhw4AnT4Bz54Bdx6JgGtgJHehb5KwKx7mT1vDf4I+bj28W2Z5aXfbJ5sX1+LF0Bd/ixfpJ\nsIgIYXFh+O3mb/g16lfcenyr7I0WQ82a0tDh0aNSfu/mBowdC+zZI83funxZmmwfGCgNcV65Avz+\nu5RY9utX8ByzGjWk4dMzZ6T39q23pHlmjDFWHUREAN2CfoKdz2GEjdr30gRLn7gnqwAqoULyw2bo\nbWsr7RgzBti9G/jPf4CPP5Ym7lRBJ09Kc46WL5e+rAEgLjkO7da1wzS/afi45ceIjwcmTgQOJM1E\no/aXEDF2Z54vdY1Geqm2bQOuXQPi4qROwJ07gUaNDBe7Vist8tm4MfDDD2VvLzUrFR8f/Bjn/zmP\nBq80gIDAmfgzmNxuMr5888sCu5cNJTYWWL1a6lm8d0+aL9aqFdC+vTQc6upa8jb/+ktKugYMkHrN\nDDHPjDHGKoLrURq0Gj8dtdtswpnP/oSb0q3IOjxcaEAqocK9+x4Y/PxlXmfPAtOmAdevA4cOAR4e\nRovPEBISpKvu1q7NO49p8N7BaGDdAN90+CbP8SciMtDlYCPUUe1B4NttIASQng7s2CEtyjlypLRe\nlLu71Oa0adKE7g8/NEz8CxZIw2EqVdFXCxblvwn/RcDPAfB19cVP7/yEWjVqAQCik6Lx0b6PYGZq\nhlU9V6GhTcOyB25Ejx5Jw8JqNbB9u7SWF2OMVXaZmdKFS46OwLV/YuCzYCDqO1nh+OiNsJcV7/Lt\nKj9cqFYb9/ypLy5E2qqVdKXhjBlAx47A+fPGCcwAiIDhw6Wr555PsC4/uIxj0cfw9Vtf56vj62OB\nJQEzoHx/ArS5CbFCIQ1BqVRSD0njxtLQ16efSot1fvON9NC3y5eB778HtmwpW4KVo83BvPB58N/g\nj0ntJmFVr1W6BAsA6lvXR+jQUPRo2AM+a33w1W9fISkzSQ/PwDhsbaUfaT8/6cc7JMTYETFmGETS\nXNPDh6VlUvbvl/7IKI5Hj6Q/Dj09pd7y0aOlHnpWsWi1wI8/Ap06SVeTt20LWDY/hteXtUEbWQAu\nT/q12AmWXhFRhXsAoFOnyGhCEELzYmMLP2DPHiI7O6KTJ8svKANavpyoZUuirKy8+3tv700LTy4s\ntJ4mR0NNlzalA9cPFOs8//xD9NprRP/3f0RabVki/p+nT4maNydat6509dXZarp0/xJtubiF3lr7\nFvlv8Kfox9FF1nuQ9oA+OfgJyWfJyWeND406NIr2XdtHWdlZRdatiI4cIXJ0JJo+nSg729jRMKY/\nkZFE7dsT1a1L9PbbRCNGEHXpQqRQELVoQXTgQOGfR3v2EDk4EI0dS3TuHNEvvxBNnkxUp45U72Wy\nsogePNDfZx17uXHjiHx8pPfoyRMt/XTqJ7KfZ0/7zh8v1XsQgpASHS+lUwXkMwXtNPYDAC1YUKLn\np1chCKFp0UV80QYHS99K9+6VT1AGcu0aka2t9O/zTt05RXUX1qVMTeZL6++6sovar2tf7PM9eCAl\nRZ9+qp+Xbtw4oj59Sv5BlpqVSjNUM0j5vZIaL25M7//8Pq3+ezXlaHNK1M6TzCcUcjuE5ofPJ9/1\nvmQ3146+PPwl3U66XbKAKoD4eKIOHaRHJf+xrhbu3iX66Sfpd2nfPqK0NGNHVLFotURz5xLZ2BAt\nWpT/jweNhujQIekPv44diY4fl/5oIyK6dImoa1eixo2JwsOJ0rLSKOVpiq5ueDhRvXpEH/1LS4t2\nXKLpR7+nFSe30N4DWTRpkpTUWVoSWVsTWVgQNWsmffkzw1i6VHqvEhOJ4p7EUZ8dfaj5subF+oO5\nMFU+yerbt0TPT69CEEJjo6KKPnDGDCI/P+m3tRLKypJ6sJYvz1/WeVNnWnl2ZdFtZGeR3Vw7ikos\nxuuV6+FDopEjiZRKog8+INq5k+jWrZInSlu3Erm7S+2VxP5r+8lxviMN3D2Qbj2+VbLKRbiZeJMm\nHp1Ir8x5hQL3B9KpO6fo7L2zFBYbRktPL6V3t79LzgucafFfi0lbAf/Ezc6WfqwdHIh++83Y0bCC\nRERIHzvW1kQffSQlEp06EcnlROPHE6nVxo6wYpg0Sfp8K+rvZY1G+pJu3Vp6DX18pJ6qn34iunDv\nKo06NIqsv7cm2SwZtVvXjqYem0pf/fYVdd/0HllPd6Nak1ypRu/PyDSwI5lPdqKO02bTwcOZlJws\ntZ+cTPT779Lgx7FjBn/a1c6hQ9Ln1c2bWpofPp9s5tjQDNWMIjsIiqKvJKvCTnx3cCDEx5d+1euy\nUAkVtl13xKqilsjOyZFWqvTxAb79tnyC06NJk6SFKw8cyPs6R9yJwKC9g3Bj1I1iLTz65W9fQl5T\njm87luw1SE4GNm0Cjh+XrivIypIu5Bwzpuhb1vz1l7So5vHj0kobxXX14VX4rvfFgQEH0LZe2xLF\nWxJJmUlY9Nci7Lm2B2YmZjCvYY5GNo3QtUFXNHylIT779TM4yByw7t11sLO0M1gcpaVSAUOGAJ9/\nLv2cGOP3kOUVFSV9zBw7Jl0ROmiQNOfxmYcPpeU5EhOlq3ldXIwXq7HNni3N0QwNleYeFuRh+kMs\nPbMUKVkp0ORooNFqkJqpRvyDLGTUjMGtJ5EwMzXD8NeH45M3PoGNhQ3C4sJwIvYErMyt4G7tDg9b\nD7xm9xrUagFTU+DKo4uYHjodNxJvYNN7m/CG0xu684WGSqsBBQdLd2BgZXf9unSV9f4DWmx+/BnO\n3z+PbX23ocErDcrctr4mvhu916qgBwBycpJ6N4whBCE08MqV4h18/z6Rk5PU11yJhIRIo50PHuQv\n6729Ny0/+RNRSgrRo0dEmS//i+DCPxfIZaELZeeUbTLP9etEAwcS2dsTLVxY+Glv3JBe8pJ2v6er\n06np0qa05u81ZYpTH7Kys2j8kfHUeHFjSs1KNXY4Bbp3j8jLi+iTTyptZ22lptUSXbhANG2aNNzk\n4EA0ZQpR6kt+XHJyiObMkX6HDh0qv1grkiVLiBo0ePmQ9/5r+8lhvgN9cvATmhc+jxadWkTLzyyn\nNX+voU0XNpHqtorup94vVW+zVqulrZe2kt1cO5p1YlaeNg4elN6bgj53WcFSUwv+/ElOJmrShGjl\nqmz6175/ke963zxDumVV5Xuy3n+f0KuX4S75fxmVUGHBJRscbN68WMc/3R0M+uILrPniMv5JscSX\nXwJ16hg4yDJ4+BB44w3pti3duz9XkJ6Ou5uW4uri/8Pbt00gatSQLtfTaqVuoyFDpOXUC7gnS8uV\nLTGn8xy83eDtMsd3+bK00vnffwNTp0qdhTY20o2aZ86UlomYNQv45JOStfvvX/6NjOwMbOmzJc89\nqoxp+IHhUGvV2PTephLFpCUt1p1fhwv3L6CFfQu0dGyJlo4t9f68UlOlv75r1JAWQ62iS8RVKNnZ\n0tWy69dLV8X17Ss93nyz+LdDCgsDBg6UfmW//bb6rIO2aRMwZQpw4gSQanEJfXb2gbvSHR3dO6Ke\nVT1cf3QdZ+PPIupxFDa+txHt6rUzWCz3Uu7hvZ3voVmdZljZcyVqmkrdjuPGSVcsbtxosFNXOtnZ\n0n1iL1+W1gO8fBmIjJTuw6pWS1cLjh4t3YfWykr6XPrwI0KO6x9IbzkLNUxq4MCAA7Aws9BbTFV+\nnawffiBcvy4lAuVNJVSYcV6JEC+vIo998kS6/H1x8oeo5WSD3e1+xO7d0ofk0KEVb5glO1vKk3x8\npERFJyQEGDoUl2yycbtHW/SesBaQy6WyhAQps1mzBnB2llYatbbO0+7ivxYj4m4EtvXbprdYT5+W\nlny4dEkaAiGSbhszcaL0S1cS2y5vw3TVdPw94m/IzeV6i7GsMjQZ8F7tjbE+YzHs9WHFqhP5KBL/\nPvhvqHPU+KDpB7iccBmhMaHwcfHB6l6r833QaEkLVYwKoTGhiLgbgRuJNyCEgICAh50Hujboih4N\nexTaxa7RSF/YgDQMZWpapqfMnnn8WPpLIjpauu781VeRkAD07y/9bTN3LtCiRek/Qx4+lJKsBw+k\ndesGDpS+oKqqvXul4e3jxwELx1i0XdcW33b4FjYWNgi5HYL4tHjd8F73ht0hq1nEnAQ9SFenY+Ce\ngcjQZGBv/71QmCuQmiot0LxpE+Dvb/AQKqycHGkJmeXLpekJTk5A8+bS9I/mzaVbutWrJ/3MnjsH\nLPxBi72qm8h65TxqOF+AuWcw6tUjjHtrLIZ4DtElsfpS5YcLT5+WusiNIQQh9MaZM0Uep9US9etH\n9PnnJA2rOToShYXRuXNEb7xBFBhY8S7fHTtWumpGd6VNVpY0W9bJie7v2kCvzHmFkjKTCq6sVhN9\n+SVR/fpEFy/mKXqU/oisZlvR44zHBos9p2QX/ulEPook27m2dP6f8/oNSE+uJFwh27m2FB4X/tLj\n1Nlq+i70O7KZY0M/nfopz/BshjqDhuwdQl4rvCjyUSQ9Sn9Ed5Pv0sqzK6nJkibUYnkLmvzHZPrl\n+i90M/EmRT+OpqjEKNp1ZRcNPzCcXpnzCv1+8/dCz/30KVHnzkTDh1eQn2mtligjw9hRlM6zyzhl\nMiJfX6IhQ4js7Smt0ev0rdU8mvnVQ70to5GTIw0bBgQQWVlJV/b6+EgT5Tt0kK6CGzpUGoKvzIKD\npYnlf/9NlJCWQI0XN6ZFpxYZOywiIsrOyaZBewbRp8Gf6vbt2UPk4ZF/2Zzq4vffidzciNq0Idq4\nMf8QeFZ2Fp2LP0drz62lUYdGUdu1bUk+S071FrrSu9veoxmqGXQ8+rhBLx6q8lcXqtXSZ1BSId/3\nhhSCEGpcjIW6Fi+Wrl7RzR3as0e6jvTpU0pLI2ralGjVKsPGWhLPrsZLTMzd8fQpUc+eRN27Ez18\nSF/8+gV9/fvXxWvIzk66jvk5A3cPpPnh8/UfeBlkajLJa4UXLTu9zNihvNShG4eozrw6NEM1gzQ5\neScgaLVaCo0JpebLmtM7W96h2CcFr+Gm1Wpp4cmFZDXbiqy/tyaH+Q7Ua1svCrkdUuSHUcjtELKf\nZ//SS55TU6UPxSlTSv789CI1leizz4g8PaXr4s3Nid58kygoSPrUvnevgmSALxEeTuTsLF3CmZtJ\naVHpS3UAACAASURBVLVEy5dkUx+rYxTX4SMpGxo4kGjNGulSwmeXqZXR48fSHK+wMOnlOnaMKDSU\n6JtvpGUOhg2T8r+iqNVEL1tG8EWZmUTz5xM1aiSd4/ff9TvHb9OOVLJ4dwJZz6pD5t+ak+kMU5p6\nbKr+TqAHiRmJVGdeHToXf46IpPe8e3ei2bONHFg502ikzw8nJ6KjR/+3X6vV0um7p+nT4E/Ja4UX\n1f6uNr229DUavGcwzQ+fT8eij1FiRmLhDRtAlU+yiIj8/YkOHy7R89SLEISQU/jLexUuXJDyjJs3\nXyh4912i774jov+tQXXunIECLYHQUCneS5dyd2RmSr/lAQFEajUlpCWQ9ffWFJ9SjE9ZIun6/jp1\niM6e1e06c+8MuSx0IXV2xbiGXKvV0ohfRlDAzwEVcrmEF91Nvktvb3qbvFZ40afBn9J3od/RmMNj\nyGWhCzVe3Ji2Xtpq0Ofx06mfyHO5J6VlFb7gUkKCtD7Qnj0GC6NgUVHSXy2BgVJ3RXKy9DN89KjU\nE+vvL/08yuXSJ7irK9Grr0ozY5s3J+rbV7pO35hdNtu2Sb+EwcFEJPVinDhBNHiw1GuvC+3xY2n2\n9kcfSV3iFhZELi5E3bpJCeXp0xT3OIZ2XN5B44+Mp/67+tOE3yfQqrOr6M/YPyn5acmTssePiSZM\nkMLbuLHgXDUhQfpoc3aW8kA/P+nn4GUJU3Cw9Fb06iV9Bi1YQNSqlfS2lPVzUZOjoU+X7iCTcS7U\nY80Qupl4kzLUGRX2d33V2VX01tq3dPFFRUnJbXWZBJ+QIP3MdOlCdP++luJT4ik4MphmqGaQ1wov\nqr+oPs08MZNO3TlF6ep0Y4db9Se+ExGmTpXmI5T36ggqoULvE6ZIbt++0GMGDZLmYo0d+0JBTIxU\ncOYM4O6OHTukydvnzkm3nTGG69elW6ds2SLNx0J2NtC7t7ROQu69aKaFTMODtAdY2Wtl8Rs+cECa\nff7HH7p1FPw2+GHkGyMxsPlAwzyZYlLnqDHi4AhcfXgVv3/4O5S1lEaNp7i09P/snXd8jecbxq+T\nvXcikSFChEgjthpNKIqqWaWUVov+tLVKq1WUUrXVqD1rFrU3JQhCdmTvvXOyc87JOee9f388EtnJ\nyUDa9/v55MN5zzuec8477ud+rue6OdyIuoGYnBgk5ydDS1UL4zqNg6Opo+Ki9pQUIDWV6ejMzOpU\nTRMRpl+cDpFMhFPjT9V4PG9vNmHiwQOmm2h2HjwAPvyQCfS+/LJ2kVJODiuiKZWyP5mMKWefP2fe\nBzduAAMHMtFkQyprN5Q//wS3+AecnXkLD3Oc8Pw5k2M5OLCJHUuWANraNWzLcUBsLBAcjLRrpyG9\ncglqeYVwf88BydPHo5V1J8TnxSNSGImQzBAEZwTDVNsUtga2sNKzgqGGISQyCcRyMdSV1WGgYQAT\nLRO4mLugZ+ueMNR8qa/09QWmT2eax4kT2f0iOxvYvp1d7uPHA998wzRF586xeqS6usD58y8lnKVc\nu8b29ddfVbVHx48DCxYA33/P7qH1FfQDQGJeIjY92I29Tw+Dy2mDPR+twaeubnVu97qRc3L0OdAH\nc3vNxdQubEbX/PnsNP3jj9fcuGYmMBB4/+Nk6I//HhLTZ0jKT4K2qja6WnRFd4vuGGw3GIPaDoKS\n4M2p9Pev12QREV27xnQDr5p7uEdK92oeYklPZ0aawprkR2vWEL3/fll3cNo0osWLm6mxdZCZySRU\nFcrOLFzIuhMvuqD54nwyWW+ikKFoGSdPssxBWBgREV0Ku0Td93R/rb3JPHEeDf5zMH1w4oNaszLN\njkjEMn2nTrFzYvVqNn585UqdthiNIiSECW0MDVndEFNTlg3ZtKlOYZtIKqKee3vSOo91ta534ADL\nRjTRSFbNRESwDNWtmvViClFYyLJBRkZEK1ZQoE8Jff01G8Lw9Gy47q9W9u8nztKSZg0IoWHDiLZs\nYR+nvlKIAkkBHfQ9SP0O9CPrzdb0+5PfqTDAmwnkjIxYnZdy55NMLqOIrAj6J+YfOuJ/hH5/8jvt\n9tpNh/wO0R7vPbT24VpacGMBuR5yJZ01OtRnfx+6Hnm97JqVSIgOH2YjlqamLHO5di2TnVZGJiOa\nOZNlp8qbAj94wLZ98qTmzxUbyzRhffoQ+dVDLllUUkSLbywnrZVGpDl2Pn2+OIiKXn/CQyE8Ez2p\n1YZW5JnI5ChZWdVX3Pg3cfKUnLRdd5HuKhNafnc5hWaGvrG2NeX5TwwXCoVMl/WqHYzv4R5p3r9P\nRTWoT9esYdqCGpFI2BPo/HkiYlIRI6O6nYebGpmMxVLff19u4YkTlYRZRJseb6KPznzU8AMdPMiG\nM2JiSM7JyWG7A7nHujd8f40gR5RDPff2pC8vf1lF29TsJCURnT5NtGABe3Joab0cqvruO6IlS4hm\nzHg5tPXTT01bv0YuZ6ZKpqZEq1ZV+I0pJoaob1+mXk9KqnU3iXmJZLHRgm5E1m75/uWXDStpVG9y\ncth1tHt3k+86/E4CPTMaSl6qfej3eTG0eDETIltaMv1QbV5U9UYmYwFQmza06ctwcnWt/70srSCN\nDvgeoPF/jSeDtQY08sRIOh96vupQfEICG/Lv3Ll+kUrlJspldDroNDn+4Uhv73+bbkffrtBB4ri6\nf1+OYx+zXTsWmH38MTu9y2tuakIuZ9IzMzNWHujJk6qBbmEh0aq/LpPOMmtSmzyRRnwc/0ZIMBrK\nhdALZLrelHZ57SKO42j9eqLRo193q5qewkKi8bPCSGP2AHrr9z4UlB70upukEP+JIIuI3TvqMdGv\nSbmHe2Tm4UFp1Uz9kMlYz66cFKl67txhwcyLHubKlayEzKtk5Uo2ealMM+Hvz7pN/v5l64ilYrLc\nZFkmyGwwf/zBPm9UFO322k3Djw1v3P4aQK4ol3rt60Vzrs1p+kyaXM6yKhcvsm79N98QTZjAuuId\nOrBqsyYmTHyyZg1ze62tmFx4ONuHiQnRsWONb19uLpvE0L8/q8RdHVIpy+K0bVtLGpbxIO4BmW0w\noyvhV2qs5ygWMyF8s4h3ZTKmQZozp96bcBxHJfVIRQUEMGPPHdvkJF23if0GGzcSFRaSnx/7WU1N\niSZOZLLFfv3YfcjKigVidV77RCxAHD6cyM2NLh3IIBub+mlvvJN9aNz5WaSzozeNOfsJHfY7TGkF\naXV9cKI//2SfY/v2ejSuKjK5jE4EnqAO2zvQgIMD6Hb0bYXreN6+zebEHD9ez++oHJmZrM/h5MTM\nOgcOZLMgO3XLJuUPp5LG93Y07ed/KCFBsf2+qURkRZDTTieaeGYixWelk61t/YLSlgDHEV26LCeT\nMWtIfZkxrb+/rdFG1a+D/4QmC2ASjM6dgblzX93x3QXu+OKJBm516YJ2mpoV3rt8GVi9mpV1qZMx\nY5gh1eLFKC5m+otTp4B+zVfNpYzbt5lPl7c3YGEBQCwGunUDfvyxgsPrAd8DOBNyBjc+udH4g+7Z\nAyxbhpJ9u9El6ScsHbAUU5ynNH6/9UAkFWHgkYHoZdkLW4dtbTpTzpgY5hr4559MG+Pk9NLAxdyc\n/bVqxf7V11fc1MjP76XA748/Gibci4sDhg9nXkubN1estVId8+YB8fFMSFNLe69EXMHye8tRJC3C\nnF5z8GmXT6t4jCUlsRIhhw8DQ4cq3vQa+fln4OFD4Natap0082UynMvMxKP8fDzOy0O8WIxijoMS\nAGcdHbxvbAwXHR0kiMWIEYuhDMBGQwOUqoG1/9PG9h80MemjF589KAhYsYId76uvgK5dEUu2CApT\ngVlRLEzyY6CXHQPt9FiIYtPwPF4Xdl0NYNPXit2cHB2Zb5ymJtPAHToEnD0LTJsG4Y8b0KGzKm7c\nYD9xTaQUZcPt4SlEqtlDRwlop6WPWEkJhhoZYZKZGQYaGMBItY4SVzExwMiR7DzYsqVBDqQyToaT\nz09i45ONyCzKxNiOYzGs/TB0b90drXVbK7w/RZHIJHgWkoZbIU/hmXsBT4XXMdV5GtYPXQNttZpE\nay2TYmkxVrivwJGAI5hsthbnf/4MQc8FdZYUe1MhAjw9gcVLxfC3nQbrTqm4NuMY2hi8Qu1jE/Kv\nNyMtbdeffwJXrzLx5KvCXeCO+c+0cbhjR7hUUnOOGMEEoZ9+Wo8dRUayICsoCDA3x9GjwI4dwJMn\nigk9FSUjA3BxYZ6hZYLT775jD+PTp8serHJODsedjtgzcg/cbN1q2JuCPH4MTJyI1A+Hw8X8HDxn\neaGtYdum2XctbHi0AR6JHrgw8ULTBFgiEbOdP3IEmDKFRaz1MKdtEEVFTAH78CELfDp1qv+2/v7s\nwbp4MTBnDogI8WIxDFRUoK+iUv13IZGwgl8ff8zUx7VARPBI8MC2Z9twN/YuPu3yKRb0WQBr/ZeF\n8Uprsl27VnsgUW9Kewg+Pix4LUeSWIytyck4mJqKdwwM8K6BAfrq68NeUxNaysogIjzJz8fV7GyE\nFBfDVkMD7TQ1ISeCb7IYZz3E0O9ahCLVEgwzMsJeB4eXwUtQELBvHxAdza4VqRSws2N/bduyf83N\nERtUhM3LcjDx7Xj0NwgGQkNZIU6RiKm/p0xhN4jWrfHzz0ByMvPxrYkjEfcwMzoRtqoC3O07GlZa\nLNDOkUpxNjMTZzMz8SQ/H201NNBXXx9ddXTQTUcH3XR1oVT5983NBT76iLmZnjkDaDXcATsiOwJn\nQ87CPc4dvqm+UFFSgZWeFUy0TGCgYQA1ZTWoKqnCxdwFU5ynwEjTqML2ck6Om9E3oaumi342/WoU\nNcs5OXZ67cQajzXILs6GuY45nMycMKbjGIxyGAVzHfNqt/u34Jfqh+kXp6MwygXDJLuxY3EWs4TP\nzmaOnXp6rAPXocMb6QQskbBnzY4dQLYoGyqfjEa39pb4c9wRaKhovO7mNZgWKXwHMAxAGIAIAItr\nWa8sBRcVxXQSr1JHfQ/3qJ+PDz2spExNTWWCd4U8EBctKhNwyeVMIHr8eBM2thIcx8b3KwjtHz5k\n4yMZGRXWPRt8lnrv6930Q2tpaUSurhTTuwMN39qr2bVRuaJcMl1vSiEZIU2zw0ePiOztmbik0nfW\nrOzfz4Z8zp6t3/o3brBxrdOnyxb9HBNDBg8fku6DB6Rx/z6tq8nQKCaGbavAWHx8bjwturmITNeb\n0snnJyu8d/FiFUePhpGczM7VamqBnkxLIxMPD1oQGUlxCk4cKK13eeoUe50rldKCyEiye/KE/Bsg\nwIqKYtPva5O35eaydSJrmU8y8+lZEty6SHP9btZ6HZbI5fQkN5e2JibSZ6Gh5ODpSZ2ePqW9yclU\nXFk7WlJCNHUq0aBB1FTKcI7jKCE3gZ4lPaNrEdfoeOBxOux3mPZ676VJZyeR/m/6NOnsJFrvsZ5O\nB52mP579Qfbb7Kn7nu701s63yHKTJX1749sK1yjHcfQk8Qn12teLBhwcQIFpgQoPUbZo8vOJbt4k\n2rSJSj6dSmFtDShfVZlERq2YltPNjWkoe/dmgrdWrdgsg3v3XnfLiYg9z44dY6aig0bk0LR9v1Kr\nDa1o0c1F/4rfscVpsgAoAYgC0AaAKgB/AB1rWLes4RzHbt5xcQp93kZxD/doWEAAXas0nWb/fqbX\nUIjcXHZx+PgQEZt1Y23dZPe+Khw8yLwaxeIXCwoL2QX6QoRfCsdx1GNvDzofer7qTpoCqZS4hQsp\nxUSDdu6Z2TzHeMHSf5bSZxc+a/yOOI5o2zZ2wp1vpu+lLry82F1r2rTqp3MRsbvbihUsanjwoGzx\n/pQUsnvypExLGCcSkamHBwXUFEQcOMA0ZQoG2T4pPmS/zZ6mX5heYfbm+fPsq6uHj2/1yGTMSOeX\nXyosLpLJ6KvwcGrv6Ul++YoXgI2PZ15N+/ZVfe/Ei8DNIzdX4f3+9BOLw2vi11+ZmXt1FEil9LbH\nJVK5dowuJARUv1ItcBxHd4VCGhkYSLZPnlBE5RuKTMYCrXffbb6bTTmyirJoj/ce+vbGtzTur3H0\n0ZmP6EHcg7LAMTgjmH688yOZbzQn10OuNPvKbLLZYkN2W+1or/fepn8ocxy7llatInr69M0yqfX1\nJZo1i/XYXV2Z7nDPHpI+vE/j131OqnPfoju+1fi5RUURbdjAOoBDhjRookNT8fw5s3Dr1Yto6enj\nZLTOiKaem0rP05+/tjY1NS0xyOoD4Hq51z/UlM0qH2QRsRlMzZn9qcw93KMPg4LodCWl6pgxTF+q\nMHv2VHiYjR9f5lfapMTGskRIhYo3331HNHlylXVvR9+mTjs6NXuPQ/jnXsrUUSKvPSuaZf9pBWlk\ntM6I4nKqicJFIiYuX7CAOSxWcY4tR1ER0aefsh5kdHSztLXeFBQQzZ37Qp29g7Wb41gbr15lN9h3\n3qlgz30tK4taeXhQeKUH6v6UFOru5UXS6gThMhmRo2OZOaZCTZQU0LTz06jzH50pNPPl/PPLl1mC\nbN26BtghrFrFeu8yGWWVlNAP0dHUx8eHtO7fp0nBwZRbT5twjmMTfL29WRLZwIBoa6UKK7mi3DLL\nkhNpadTD21vhjG5hIesw3b9f/XumpkTBwRWXhxcV0fdRUaTnfpu0zq4g3/TGZ1/3JidT60eP6Hnl\nYFomY1He4MFvTAkiiUxCfwX9Res91lNwRnDTZ9E5jl3rb73FJnh8/TXzsHF2fpnGfF2IxawsWevW\n7FyvZmYxx3H08eadpLTYlH69+Ff1+ykpIdq5k90fZs+ufYJNEyOXszkiJiYs6bDp8Way3mxNgWmB\ndW/ckggPb7Ig61XWZrcEkFjudRKAXjWt7OLiAhcXF9ja2kImM8Dp0y6YPNkNAODu7g4AcHNrntf+\n8EehjxEKhgwpe7+kBLh71w379jVg/+3aAcnJcPv7b+DDDzF2rDtmzwY+/9wNFhZN036OA375xQ3f\nfQcIhe5wdwfcjIyAw4fhvmcP4O5eYf3FNxdj8cTFUBIoNev3aTh1JvbHh8Jo/krYFijBZOGyOrc/\nfeU0UgpTMG/iPAgEglrX/83jN7iRG2L9Y9HGrc3L9+VyuP3xB8BxcDczAw4fhtuiRcDQoXAfNgyw\nsmL74zi4L10K7NsHt+HDgSdP4O7lBSQkNNv5Vedrb29g7Fi4TZoE7NwJ9+XLASUluInFQPfucHdy\nYu9bWAAAlp47hx3Jybg+bRo6aGlV2N/n5ubYefUqvoqOxt6JE6se77ff4P7NN4CGBtzefVeh9h4e\nfRgH/A6g99LemNd7Hn6Z/gtGjgS2bXPHr78CN2+64cABIC6uHvsLDobb9u2Ary82Xr2KdQkJmDB0\nKH5r2xZiX19oZGRA39Gxxu1LSoCwMDds2ACkpLhDIABsbNwwcyZw6JA7DAwAwA1EhCUHlmCPzx4o\ntVXC5Y8vo1WUGHkREThrbY0JZmYK/V4bNwLTp7tjzx5g8OCX7x85Arzj5oogk0xM2X8JGSUlKHrr\nLagrKcHa9x8oR5+E97JLsDe2b/T5Yh8Rgc+FQgwmwnVnZ+T5+Lx8//BhuL/3HjBgANwePgQ0NV/9\n+VzutZqyGswyzWAGMzia1vx7Nui1szMwaxbc/fyAr7+G2/z5gJIS3O/eBXx94bZkCRAcDPeBAwGB\n4NV+/uRkuG3ZAlhbw33XLkBPD26tW1dZXyAQYFbXTjC8uxrL7i3B/ejHWOT8AVSVlV/u79EjoFMn\nuIWFAXPnwt3BAViyBG5ffdWsn6dbNzdMmgQkJrrj998JQa1u4YLvBWyw34Ds0GygFV7d99mcr8+c\nYRNgcAbYtw/u7dtXe76U/t/T0xNpaWmokeoir+b4AzAewN5yrz8BsK2GdStEiE+eELm4KBRUNop7\nuEdzIiJoa2Ji2bIbN9hU7gZz9y4bBnqhJVm0iHkJNhUbN7JkWZk8Qy5nY/nVFE98lvSMrDdbk0T2\n6qqTHjzzE0Wba5B09AdE5b7X8nAcRwd9D5LJehOy22pHw44No4ismsugxOXEkdE6o6pT3DmOpTCG\nDCk3bkpMA7FqFRPKdO7M8t329ux7qqOM0muF45ioqJLzp5zjaFlMDNk+eVI1i1GO2OJiMvHwIO/q\nhto4jp3YR440uHm+Kb5kt9WO5lybU3ZOyWTM2sHYmHmg1pqEys1l18aFC/RLbCxZPX5Mt7PrX6fs\n/HmWURo5ko3K13SsgLQA6n+wP/XY24OeJj2l65HXyXS9KT1Leka3s7OpvadnvSwgysNxzAbtvfde\nemvt3k1kMjaDbB96Uh8fHzqbkUHhRUWUXVJC2zx3kM0WG4rKriWr2kBOp6eT5aNHlFhZryaVsnHN\noUOb1wS3MSQmEh09ylxQjx5lTtRxcfVLh8pkzP/P2pplimr6jOnpRD17sqH4V1mZOTiYZZ22bat2\n2DK6uJhWxcbS0pgY2pyQQIdSUuhiZiZt9Ugk7eWfk8aq2fTN9Si6ky2kJLG4avbv7FkmSZk3r9nc\ngRMSWDLwf/9jp9PmR5to1LL2JHz2gP1OTWIs9wZQVMSE02vWsEyWszPzoavD8obozRkuvFHudb2H\nCyUSIm1t9ox8FdzDPVoSHU2rywnBvv66CfyAxo5lQg1iNjpmZk0zrP78OUvfVhjl2rmTPTyruUmN\n/2s8/f7kd4WOUSyT0fmMDPo9MZF+iY2lX2JjySsvr97pfo7j6H9nPqP9o6xIbszctun27TJheUp+\nCo08MZK67OpC/qn+JJFJaMOjDWS8zpjOhZyrdp/TL0ynn/6pplrxli1MLFDThZ+Xx740Ly/29ybp\nNeqJWC6nj4OD6W0fH0qvxwPj74wMsnr8mJLLB52leHgw87fq3qsnOaIcGn1yNPXe17tCAeuICKa/\n7t2bqvc44jgWAMyeTbeys8nq8WPKqOcDkOPYsKSVFZvbURO5olyad30ema43pd1euyt49lwOv0xm\nG8woKD2Ihvj70846jFqrQyplHabu3YnWrJOT7ndRZP3gCd0VCsuuDzknpxX3VpDt77a1FuFuLGvj\n48nFy4sKKkeaUinRpEksGnxTAi2xmHUC+/Vj1QkmTGA6ssmTmZasdWvmRu3qSvTDD0TnzrGARSRi\nQ2R+fiQqLT3w9tvVTpaoQmEhi4q7dHk1mqbwcKLWrSnk5ElKKnd9SeVyOpOeToP8/MjEw4PmRETQ\nL7GxND8ykqaFhNDIwEB628eH+nh7U6tLp0jp2DpS//M26d72IJOHHvR5aChdzcoiUWmvOjOTnYSW\nlkzT0oQO3qGh7BrbsIGIKyomv1/nUKClCkktWzO5gY0NkaYmCyQHDGDPucmTWTD7/vssaOnWjdX1\n/frrSnqWNwiOY+Z4kycTcRwLskQiJt1o04bdJ2uhpiDrlVk4CAQCZQDhAN4FkArgGYCPiSi0mnWp\ncrsGDACWL39Re6+ZcRe440lcW+TJZFjbrh2I2Azuq1eZLU6DiY5mpkJBQYCFBXbuBP7+m5X+a6jr\ngEQC9OkDfP01MGPGi4WpqYCzM+DuXqXBYVlheOfQO4idF1un74yE43BLKMRfGRm4kp2Nbrq6cNLW\nhq6yMkqIcCErC0SEuVZW+MbSsup08kpwxGHBjQVIeHYLx9MHQCs4HAgIQLJLO7zfPx4jB/0Py12X\nQ035pc+Td4o3RhwfAc8ZnrAztCtbHpoZCtfDroiYE1GxLqFczqbanzsHdO9er++wpZEvk2FcUBD0\nVFRwvFMnaNZzWvev8fG4mJWF+y4uVbcZNoz5MHzxRYPbRUTY+HgjNj3ZhCNjjuC99u+9WA5s3Mgs\nvE6erFTH7sgRYP165Dx5gi7BwTjg4IAhRkYQCpntARGzn2rXDhg8GFBXZ5tlZLCaoM+eAVeuAFZW\nVduTmJeI7c+244DfAYztOBZrB6+FiZZJlfUO+B7ADq8d2D3pH4wMCsXv7dvjYzMzKAkESC8pweG0\nNEg5Dq3V1WGvqYn++vpVrDGIgAVrxdijF47u3YCLPRxh/MIaIk+ch6nnpyJHnIMzE840qyUBEWFG\neDiypFKcc3KCcvl2ymTAJ58wu4nz5wGNJpxeX1wMbNrEvLqEQmY5sGAB0LVr1XXFYmastmYN8537\n+mt2Y1erxt9NKESRlxeiAgMRkZqKSI5DpJYWIiwtEWljgxwtLZgpKaGHiQkctLQgACAngqqSErSU\nlKCvooJ3DQ3hqKX18jcjAo4eBRYtYsUVBwxg9wwbG1ZAsqk89mJjkTt8OJasX4+/jY0hI0IXHR28\nraeH4+npsFJXxxwrK4wxMYG6Uu2ePhdCL+G7qyuQlikFAleg95heyO+ShZCSAvTQ1YWrgQFcDQzw\ndlAQNJcvB0VHI2bEHLgbjoW30A7CXCX8+CPg4iBi9iQxMexfMzOgSxd2gVVzH0lKYr6OK1cCn72X\niuJ334GnPB6tl65HxylzX3oRcRyQkgJRZCTUhUIoicXMAsXY+GXd1KQkZneyZQszvvzhB2Y18qaw\nejUzwnR3Z8Pq5S0cLl8GZs5k5+qSJdV+V2+ET5ZAIBgGYCvYTMMDRLS2hvWqBFk//MDuCStWNHsz\n4S5wR1Bie4QVF2NHhw4ICgI++ICdl42+/hYvZk+IQ4cgk7FYaN06tv+G8NVXQFoaC9bK2jZpErtp\nrFlTZf0vLn6BNgZtsNx1eZX3iuVy+BYUIKCoCM/y83ElOxuO2tqYaGqKD01NYV76hHsBEcGnoABz\noqKgr6yMI506oVV1N8pK2yy7twybn2yGoaYhtEkV39wtxGxPOVTXbSgXKb5kq+dWHHt+DB7TPaCu\nwtrw4ekP0cuyF77v933FlS9dYp/b07PWdrRUskpKMDQwEL319LDD3r7iQ7QOiAifhIaCA3CiU6eK\ngcL9++y7DwtrtBfPg/gH+PjvjzGj6wz87PZzmT/SnTvsGT9vHisMrBwbxXzk7t7FFGVlGKmqYru9\nPa5dA2bNYp6arVox+yl/fyA4mMWCMTFAeDjz+t22rWphYt9UX2x6sgnXI6/j0y6fYm7vubV6jjVJ\nPgAAIABJREFUtRERRp0aha7mXTGk67f4NjoaAOCopYVL2dmYYGoKU1VVpJSUwLugABwR5ltZYaiR\nEQQA8mQybE9Oxt+ZmZhraYWf2thARUkJHHH4O+Rv/PjPjxjWfhg2v7e5QgeiuSjhOIwIDERbTU3s\n7dCh4u8skzHz28JCZpjaCB+tMqKiWAHvDh2YKa6hIetQbt7MvOVGjGCOyOrqLLg7d4797suXA717\nAwCSJRIcS09HkVwOGRGypFJEikSIKC6GUCZDOw0N2GtpoYOmJuxfBLv2OjowV1NDglgMr4ICRIlE\nUBIIoARASgQRxyGjpAQ3hEKoKSlhhJEReunpoZeuLtprakKQksKi/7Aw1t6kJBYsmJmxe+iiRez/\nDSEzE3/PmYM5X3yBMW3a4Ne2baGppITrQiE88vIw0cwMvRQ0HiYi3Iy+iQVXf0BRhinyTuxCL2db\n2I/Ng9QxD57iXETKC2GWpQfds2L89PgghuXdhLY0F7mm9pAnp8FUkAXltjZQat+OFUhPTWXVm0Ui\nVgV8woSy4wmFLP787DPg8/eegntvKPa6yOC46SjGOo5DcFERHuflwbugAM+LihAjEiFHJoOhigqG\nGxvjfSMjvG9sXLVDl5jIApaMDGDv3iYy16sFjmMPx2rulRwxXz1/Dw+EP3qE/A8/xEdt2mCooSE8\nlB9U9MlKTmZG3lOmVNsZfSOCrPpSXZB1+TK7od6+3fzHdxe4Iz61I+7m5OBIp0747TcgJYWdg40m\nP59Zv1+5AnTvjuvXmQ9lYODLXnp9OXoUWLUK8PJiHUcAwI0bLNp+/rzKDTQpPwnOu5wROScSxlrG\nL5eLxdj2wuDRTlMTXXR00FVHBx8YG8O6Hr1dKcdhZVwcDqal4VznzuhT1piayRPnoaCkAEUlRbA1\nsIV6WCS7GR8/zq7schARxp0eBz11Pbi1cUNSfhJ2++xG5JxIaKlWekgMG8YeItOm1dmGlkaeTIZ3\n/f3xrqEh1trZNch0VSSXY6C/P943NsYyW9uXbxAB/fuzHuYLgXxjSCtMw0dnPoKJlgmOjTtW9jsl\nJr74aUpKcKOwH9RnfoqTEyZgRVwcLpr1wJqflfHwIXDwIDBwYMV9JiezbHK7duwUKR/Pc8ThasRV\nbPbcjChhFOb2mouZ3WdWzHLWQmpBKlz2uODq5KvoZtEdf2VkIKIwFyVJF3DQ+3dY6lpilMMojO04\nFplqVtiSlISAwkIAgIpAgMlmZlhgbQ1jVVVkFWfhWuQ1bHqyCWrKalg9cHVZVu9VUSCTYXBAANwM\nDLCuXbuKb0qlLIMTG8turEZG1e+kPly5Anz+Oev9zp5d8UEmFgPHjjFT2dRUdu8bPpxdn5aWAFin\nYW1CAg6lpeEjMzOYq6lBRSCAkYoKC6S0tGCtrl5nlrw2iAj+hYW4lZMDr/x8eBUUIF8uR09dXQzQ\n18d8KyvolrrjFxcDCQnsZn/yJCs5snJl3VUUyiHMzcWcQ4fg3aEDDvfvj7frcT9UBBknw1bPrVjz\n8DeM1F8CwdMFeHBfAENDwMpeBvX+Ocjpno5nshxMMjPDMj09WMXFIUutNeass0JkjDLu3q1UXMLT\nk0VTzs7A1q0o0LHAe+8Bvd4WwdX4S7y99hjcpw/EkN9Og1R0sSg6GrdycjDU0BDddXXRRUcH7TQ1\nYaGmhjixGNeFQlzIyoJvQQEmmJqij54eUktKkCyRwEpdHT11ddH9yhUYfP89C+xmzgRKStjQjLo6\n6zmZmbGAvTFERbFnQkYG0L49Crt0QcLYsUjo1Qv3iopwMiMDBlIp3r55Ex1HjoSKtTWOp6cjUSLB\n8X4l0Mjtil56ei/PP7mc/fumZrLqS3VBVnY2G7LLyWl+01t3gTuyMzrjRHo6/nZywqBBrFMzbDhh\nY2IivrCwKBsKaBD797N0+cOHgECA8eNZpnrLlvrvIjCQ9fTv3gXeeuvFwuJiln7ftQt4r+pNfeHN\nhSAQNr+3uWzZmYwMfBkRgU/NzTHX0hJtK5URUoRr2dn4LCwMpxwdMaghF8f+/cyR/tatKm/liHIw\n/+Z8CCCAoYYhxnYai3favFNxpchIlttOSGjSoRAiwoO8PFzKykKESIQokQjqAgEs1NVho66Ovvr6\ncNXXRxsNjUa7zRMR0ktKqmQNi+RyDAsMRBdtbWy3t2/UcdIkEvTy9cWmdu0woXxP/epVlgr392+S\nIROJTIIZl2cgPCsclz6+VDZMxnGA97uLIfQIwS/jTiLgiwCMvO+MO7t1MXs2y3LVp5NfIi+BT4oP\n3OPccSTgCLTVtLHw7YWY4DgBqsqKX58nn5/EotuL0MmkEyRyCYIzgjHKYRS+fftbCEVCXAq/hL+C\n/0J3i+5Y4bYC3Sy6lW2bWpCKv4L/wpmQMwjKCMJA24GY7jIdoxxGNV2JJwXJlkrh6ueHSWZm+KlN\nm4rt4DiWVb9yhXXM2jSg9MnOnWyI5dw5plmoJ1KOw02hEEfS03FLKMSUVq2wtE0btFa0l9kI0ktK\n4JWfjzOZmXDPzcUf9vYYaVJpKDkpiXVYMzJY1u9FYFgTRIQzKSlY4OuLD5OS8NvMmdBqQGmj+hKX\nG4cJZybAWs8ah0Yfgr5GxWAuq6QEGxMTsS81FRNMTdFNVxc26ho4tVoHsb5quH69Uj9cJAJ+/hm0\nZy8eK/WHVzcLDIg5CkNSR/rWP5DRbxh8CwqwOyUFU1q1wkpb25fBaQ0kisX4Mz0dIUVFsFJXh4Wa\nGhIkEngVFMCvoAD6SkrolJQE+4gI2BQUoE1hIfpHRMAmMRFIT2cZz08+AQYNYtUfSocn8/NZUKCs\nzMpHtWpVNTAIDGRB/c8/QzJ+PH4JC8NWiQRWQiFskpLQXSjE5Fu38FZAAJMtfPRR2aYhRUXI0PHC\nV0+1UCCXY7yJCSaYmeHt8gFXJVp8kAWwaiMnTzZfdZNS3AXuUM3tijmRkfB07gEjI9aLDkYe3gsM\nhImqKs527ozulccp6otczlKkixcDkyZBKGTShe3bgVGj6t48KYn15FevZpnLMpYsYb3TkyerbCMU\nCdF+W3sEzg6ElR4TsAQUFmJwQABuOTuja0M/SyXu5+ZiQnAwDjo4VL1p1UVJCWBvz2ooKXDTLmPh\nQjbGv7baUegGcSM7G6vj45EulWK6uTkctbTQXlMTJURILSlBjEgEj7w83M/NhZqSEt7R18c7BgZw\n0NKCjbo6rNTVoVqH3kJOhPOZmbiQlYU7OTko4jjYa2riCwsLOGppwT03F+eystBNRweHOnZsVK++\nFL+CAgwNDMSdLl3QpbRYGhG7uNasAd5/v9HHYLsk/HL/F2z23IxBbQdhRPsRcAnKgtP3G3Hu+Db8\nKGiPt8Js0CXZAvPn1z46I5aJ8Sz5Ge7H3cf9+Pt4mvwU7Y3aw7WNK8Z0HAPXNq6NCmiICI8SH0Es\nE0NNWQ3tjdpXqdcnlomx12cv1j1aBy1VLeiq6UJZSRlRwiiMdhiNSU6TMNB2YNmw9usmRSLBe4GB\nGGhggC3t21cdXv79d3a9HDrEHkj1geNYDdQLF4Dr15k0oQ7yZTLcEApxMSsL14VCdNTSwqfm5vjI\n1BSGr1mXczcnB19GREBbSQnWGhqwUlfHTzY2sNLQYJ917VpWM+bPP5kwsBpiRCLMDg1FSlQUdnl4\noP+mTa9EbySRSfDtzW9xI/oG5vWeh0lOk2CmXfEiSpNIcDgtDVEiEeIlEvgUFMAwxAStPaxwa48O\nyverk7LkGPLtPzC3PgEDDRMkufRFlKEZNJWU4KKjgy46Ophoalql3FxD4IiQKJEgpKgIMWIxEsRi\nRItEuJ+XB3M1NXygp4fPAwPR/sgRNlyTn8+GnYVCNuxtYsJ+n5ISJtz83/9YqbC4OODRI3Zub98O\n3+HDMT0sDLYaGtjToQPrwCYlsT9LSxa8VfNblWqyQoqKyspbZUml2GlvjzGmplXW/1cEWTNmsGDk\n66+b9/juAncM4Fxh+fgxtqEr1s7Rgq8v8G1UFPRVVNBZSwuzIyOxu0MHjK/my64Xjx6xyDkkBNDX\nx+PHwNixrKCztXXNm2VkAO+8w7KrCxeWeyMoiI2vPH9epd4bAPxy/xfE58bjwOgDAFgvt6ePD1a3\nbYvJrVo17DPUwLP8fHzw/Dm22dtjoqKahl27WO/66lXFthOJ2Bfn5cVSno1EJJdjblQU3HNzscrW\nFhPMzGrVPxERIkUiPMjNhUdeHqJEIiRIJEgtKYGWkhJMVFXRTlMT3XR00FVXFyaqqtBRVkZoURF+\nS0iAsaoqppubY7ChIWw0NPBPTg4OpKYiXiyGm4EBBhka4l1DQ4U0WHWxLyUFR9LS8LBr15fByV9/\nMS2Np2fTCYABZBZl4mb0TXj4nMeqhVex7X9dsbfvRBRKCrDRxhSfd51eJTAhIoRmheJi2EXcjL4J\n7xRvdDLtBNc2rnBt44r+Nv1hqNnI4YQGIpFJEJ8XjwJJAcQyMbpadK06dP2GkCuVYlxwMAxqmihx\n/z7LFkyaxPQHtWWBw8OZHkVFhQlBjY2rXU3KcQgoLMTj/HxcFwrxKC8P/fT1MdrYGB+YmMDyFWat\n6oNYLsfzoiKklpTgXm4u7ubkwKNr15eZmjt32BDr6NFMRKv9ctLQucxMfBkWhu8uXcKCvDyo7tr1\nymsM3o29i4N+B3El4gr62/THVOepGOUwCpqqVUcmhFIp/khMwW9hyZBICdbKmmhnogIvoRAFalIo\niZLR19gMo6w6o6sOGwo0VWC4tLHIieBdUIAzGRn4Mz0dztraGGNigm6qquiSmwttU1M2jFj+/uTl\nxZ4d588zOU7fvvD68EP8qqsLz/x8rGvXDtNatVKoE1Zd7cLw4mJovQjGK/OvCLIOHmTn+okTzXv8\n0i93XmQkQp6qorO3LbZsIbTx9MR1Z2d01tbG9exsrIyLg2djZrDNnMluaC/EXmvXsmfcpUvVB1qZ\nmWwSzpgxlSYAcByLvD75hEXzlSgqKULbrW3xYPoDdDTpCCLCiOfP4ailhU3t2ze8/bXwvLAQwwID\nsdLWFjNat657g1IkEia6uXhRsdmBJ0+ylO+NG4o3thIxIhE+DA6GvaYm9js41JkSrw2OCHkyGbKl\nUkSIRPApKEBAYSFyZDIUyuUwUVXFImtruBkYvPJhJTkRevj44EcbG3xUGgxzHJtt9NtvrPB0kx5Q\nzjJkXbrgwqJFWBwTg70WhLUPV+JZ8jMMsRuCoe2GolhaDK8ULzxKeASJXILRDqMxwn4E+tv0h566\nYmJhHoaE4zAjPBwhRUU45+SENpUfEllZ7N7h4cG0VV99BZTvQEZGMr3kjh3s5vPVVxWq3IcWFWFL\nUhIiRSKkSiRIkkhgp6mJPnp6GGxoiGFGRtBrxqGzpoSI8L+ICCRJJLjo5ASV0s+Zk8MEtB4ewCef\noGDgQPyiro6zQiFOr1yJnoMHA7/+2qSdE0UpLCnEudBzOBp4FD4pPhjbcSymdZmGAW0GVCnQzRHh\ntq8YC0/fRYj2eWirReA7l6n4fvDUN6aws4TjcD4zE3dzc+FXWIjgoiLYamigm44OOmlrw1hFBYaq\nqhCATdzKkcngU1CApwUFkHAcvrO2xgwLi3rPwC5PUxWIblFBVng4MHQoEB/fvMcv/XI98/Iw+E44\nDqMnbIYU4NOwMIT07AmBQACxXA6TR4+Q2rdvwx/CQiGzWLh0CejZE0TAhg0sy3nqFIubAPZs2rOH\n3dv+9z+mw6xwHe/bxyLQR48q3PhK2fZ0G+7H38ffH/0NADibkYFV8fHw6d795Q2kGYgsLsaQgADM\nt7LC/NrSc5XZtg148IDpIOrLsGHAp5+ydHEjCC4qwpCAAPxgY4M5lpavTU/zqnDPycH08HCE9uwJ\njdIb0blzbCza27va86nBfPcd4OeH/CtX0NnPD8c6dYIrs2JHcn4ybkbfxO2Y29BT00OP1j3Qy7IX\nnFs5/+t/g1cFEWFLUhLWJyTgRE26yZAQdgM6cQIwMADat2e9O6GQaRl++KEsU0xEeF5UhM2Jibgq\nFGK+lRV66+qWaRUb0zl53Ug5DiOfP4eBigrGmZqivaYmVAQCJEkkiA0Kwo30dDzQ08PwgADsLCmB\n8Wef1T4E8RpIzk/GiecncDTwKHLFuRjWfhiG2A2BnaEdUgpSEJ0TjX2++6Cpoonv+y3G+E7joKz0\najNwiiLlOIQUF8O3oADhxcXIkcmQI5OBAGgpKUFPRQUuOjrorauLTtrajcr8/yeDLCKm2fDzq94X\np6ko/XJlMoL62ae43bczrkszoKGkhFXlhqLc/Pzwg40NhtWQMq8XR48yxfuzZywFD+DmTTYDy86O\nZZ3T09nn3batnMi9lMRElvG5c4fNDKmEVC5F++3tcXbCWfS07AmRXA5HLy8cdHDAwMbO3KgHCWIx\nBgcE4JNWrbCssvi2JgoK2EyA4GCgPlmwlBQWrCYnN2pK+vPCQgwNDMSmdu2afAj1TWZcUBB66uri\nx1LxMxE7p376CRg/vmkOcvQo6x08fYo5QiFEcjn2d+zYNPvmUYh/cnLwSWgo3jcywq92dtXbrsjl\nTLMSGclmevXsCSgpIVkiwT85Obidk4M7OTnQVFLCJ61aYaG1NfRbcFBVHXkyGTYmJiKsuBiRxcWQ\nA7BSV4e1ujoGGRhguLFxi/nMIZkhuBV9C7djbiM5PxmWepaw0rXChM4T8G7bd/mOTDX8J4MsgA2J\nT5lSYSJAk1P65fr7A4NPxeDzmYQzmZm44OT0UiQMYEVsLMQch7WVp0grAhGzLujSpYJgOz2dWbfI\n5WxEsUeParLQIhFTwE+cyLIE1XDE/wiOBh7FnWl3ADBDSt+CAvzt5NTwNitImkSCoYGBGGpoiA3t\n2tXvgv7yS9YzXLq07nU3bmQmdwcONLiNwUVFGBwQgC3t2mHSfyjAAoBokQi9fXzg16PHS63B1ats\nYkZAQOP1Jf/8w/Q+7u7wtLLC2OBgBPfsCaM3yYjwP0auVIrV8fE4nJaGzy0s4GZggL56ejCo5jeR\nchxOZWRgS1IS4sViDDI0xBBDQww2NIRdI2Yj8/C8yfxng6z161nCYuvW5jt+6Ze7fTtwP6EQNz7w\nRWt1dYT36lUhQHDPycEPMTGN02UBTA/RrRvTO9RneiHAgrPp05kXzcmTNRitcXDa6YRtw7dhsN1g\npEgkcPbywrPu3V/5zVEolWLk8+cwV1PDkY4d6x5K8PVlMwFiYmp/yBOxDN6OHYCra4PaFi8Wo7+f\nH9ba2WHKfyzAKmV1XBwe5+fj6ltvsXOciNlhTJ/OtIMN5fRp4JtvgDNnUNivH3r4+GBl27aKT4jg\naRYii4vxZ3o6HuXl4Vl+PrSUldFaTQ1mamrQUlKCprIyHuflob2mJr63scHgJp58wcPzptJUQVbL\nyHWWo29fpj18FTx4AIwZrYNwTU18YGxcJQPTW08PQUVFKJDJGqc/MDFhivcxY9h4YH1mx23dygKR\nJ09qFFpeDr8MLVUtvNv2XQDAjzExmNW69WvpfRqpquKeiwvmRkail68vLjg5waG2ob1u3djY8M2b\nLNNXEwEBbHixkoFpfckqKcGwwEAssrb+zwZYALDYxga9fH1xLD0dU83N2Tm1Zw/zpxk6VHEfJSI2\nvr1hA3MQ7tIF34SG4m19fT7AeoOw19Iqk0DIiZBRUoLUkhJklJSgmOMg5jgstLJCDwXdyXl4eF5Q\nXUHD1/2HSgWiyyMSEWlpNW/R73u4RxzHCjjHxxP5FxRQVg0FN9/x9aXrWVlNc+Dffyfq1KlSpedK\nyOVEP/5IZGdX63ocx1Hvfb3pTPAZIiLyzMuj1o8eUX7lwrGvgX3JyWT88CH9FhdHkmoKWL9ccR8r\nKlob8+cTLV3aoHYUy2TUx8eHfqjt+/4P4ZufT2YeHpRavlD02rWswnNtv1Nl0tOJRo9mFexjWDHk\nP1NTycHTkwplsjo25uHh4Xn93MM9hdZHDQWim29qWTOhocHkS8+eNe9xIiPZsWxsgC46OjU6vLsZ\nGOB+Xl7THHTuXDY1um9fVqSyMnl5TH/14AHzMarFBPB+/H3kiHMwtuNYEBHmR0Xh17Zt34gZPzNa\nt4ZX9+54kJeHrt7e+Ccnp/oVJ01irvhJSdW/LxQyQfX06Qq3gYgwMzwcthoaWNMEvlr/Brrq6mKG\nhQW+iows7eywUgfFxczduy44jk2L7dIF6NiRXaRt2yKgsBDfRkfjdOfO0H7F/kE8PDw8r5MWF2QB\nTCry+HHzHuPxY3acunAzMIB7bm7THFQgYPqVY8dYMPXRR8yvqPS1jQ2rM/bPPxU9bKph/aP1+K7v\nd1BWUsaJjAzIiDCtGpPS10VbTU1cfestrGrbFl+Gh2NYQAD8CwoqrqSjwwKolSur38mGDcC4cfVy\nnK6y6YtZQwccHPiZNeVY1qYNwoqLcTYzky1QVmb+Y7/8wmbBclzVjYiAa9fYjMRNm4AzZ9gkDnV1\neOXnY2hAAHba28O53KQRHh4env8Crz+t0QD69WNykebEy4vNWq6LPnp6eF5YiEKZDDpNlSUaPJj5\nVNy9y+rIeXmxWoS7dtWrmGt8bjyeJT/DuYnnUCiT4YeYGPzl6Ngk5ViaEoFAgHGmphhpbIx9qakY\nGhhYtRzP8uWsnpKnZ8VSO2lp7CTw91f4uNeys7E1KQlPu3WDFp9ZqYCGsjIOODhgXHAwBhoYwERN\nDejQgX3/kyczfdWqVWxaPxEzjT1wgBXQXbmSTVZ4cZ49zM3F+OBgHHBwwAeKllji4eHh+RfQ4mYX\nAszewMGBjRY1h5emu8Ad3/d0w+bNQP/+da/v5ueHRdbWitfqayZWuK9AdnE2tg3fhmlhYVAXCFqE\nJ9HT/HyMfP4cN52d0a18baxjx1ipFy+vlzMN589nD3kFp5mml5TAxdsbZxwd0f+FESZPVb6NikJ6\nSQmOOzq+XCiVskDqwgXmzC+VsirlX3zBCrmWC+KTxGJ09fHBiU6dMKQeHQMeHh6eN4n/rIVDKfb2\nzJi6ijlnE+AucMf7Wm7IyKhQoqpGtiUlwaegAEc6dWr6xiiInJPDbpsdLk66CF9qhc2JiXjWvXuL\nydj8nZmJeZGReNKt20vPJiJWl3H8eDZsGhbGZmKGhFRbp7EmiAijg4LgpK2NNQ0YYvwvUSyXw9nL\nCzs7dMBQBYMkIsKYoCB01dHBCl7vxsPD0wJpqiCrRWqyADZk+OhR8+2/ffv6BVgAMMHUFJeysyGW\ny5uvQfXkTswdmGiZQFXXHotjYnC6c+cWE2ABwHhTU8y1ssJnYWEvFwoEwB9/MAfyzp3ZBIHVqxUK\nsADgYFoaEiUSrLC1bdpG/wvRUlbGr3Z2WB4bC0U7Yn9nZiJSJHrpIM/Dw8PzH4UPsmqgPnqsUizU\n1dFVRwfXhcLma1A9OeB3AB90mY3Rz59jg50dHOsbKb5BLLCyQlhxMZ4XFr5c2LkzkJvL6qj5+7NZ\nmAoQJxLhh5gYHO3YEWrNWK/x38SHpqYokMtxU4HzOkcqxdyoKOxzcIA6/z3z8PD8x2mxd8HmnmGo\nSJAFABPNzHAqI6N5GlNPsoqzcC0zBTtlHbHYxgafWVi81vY0FFUlJcxu3Rrbk5MrvtGIh/bcqCjM\nt7KCEz/Drd4oCwRYbmuLFXFx9cpmERFmR0RgrIkJ+unrv4IW8vDw8LzZtNggq2NHICeHTTJrDhQN\nssabmOCGUIii1zhkOMf3GuQdf8JJx86YWZ/Cym8ws1q3xpnMTGRLpY3e18WsLEQUF2ORtXUTtOy/\nRWk261ZNXmblWJOQgFixGBsbU8uTh4eH519Eiw2ylJTYhKamHjIsHaEqFdTLOBkKJAV19uRN1NTQ\nV18fl7OyKiwv4ThcyMyEsAmChZrgiLA4OhrnijWxx0oT7xoaNtuxXhVmamoYbWyMA6mpjdpPkVyO\nuZGR2NmhAz981QBKs1lLY2Mhqc4j6wXnMzOxOyUFF5ycoNmCNIA8PDw8zUmLfuo0hy7L15f9u+bR\nSmj+qgn11eow22iGYceHIbWg9gf+JDMzHEhLg29BAeJEIhxKTUXHZ8+wMj4eXb298bipnOHLUcJx\n+Cg4GLcyk9E68ldMtW9YkeQ3kTlWVvgjORmyWh7udbEqLg799fUx6F8QeL4uPjQ1hY26OiYEB1cJ\ntIrlcvyemIhZERE437kzLNTVX1MreXh4eN48/pVBVlJ+Eq5GXIV7nDu8kr0QkhmC+Nx4ZBVnQSQV\n1ZqVevJMAgC4FnUN0XOjIVsmQ8GPBehj2Qfd9nbDlYgrNW471sQEWkpK+CI8HK7+/jiWno4jHTvC\nr0cP7LC3x9igIGxOTGz05y7Pd9HREHEcumWewEznj/5V7uXddXVhra6O85Wyg/XFKz8fh9LS+OGr\nRqIsEOCUoyNUBAJMCA5GekkJbguFWBYbCztPTzzMy8NtZ2e+iDAPDw9PJVqsTxbASqqZmgJZWYCm\nJlvGEQeX3S4w0jQCgVBUUoQiaVGFf6WcFFqqWtBW1Ya2mnaFf71D03Fh7Xb0KukFLVWtCsfzSPDA\npLOT8Nu7v2Fql6kKf65EsRiDAwIw18oKX1taKrx9ZU6lp+On2Fjcd+6Et7bbImh2ECz1Gr/fN4mL\nWVlYHR+PZ926KRRAiuRydPX2xsq2bTHRzKwZW/jfQcpxmBwaimvZ2eihq4veenr4zNy8Rc5g5eHh\n4amNpvLJapFldUrR0gKcnJgR+DvvsGV/Bf0FbTVt3Pv0Xo0PZRknQ7G0uEoAli8qwrRdLLirHGAB\nQH+b/rg19RYGHRkEPXU9jO44WqH2Wmto4LqzM/r7+cFSTQ1jytUfFMnl2JacjLs5OXhbTw+uBgYY\noK8PlRp0RCFFRZgTFYXbzs64E/E3+tv0/9cFWADwgbExfoyJwd3cXIW0Zj/GxKCrri4fYDUhqkpK\nONO5MziiN65EEw8PD8+bSIsOsgCgb182ZPjOO4BULsVy9+XYM3JPrVkPFSUV6KnrQU8Il9c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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# compare known sensors\n", "plt.figure(figsize=(10, 6))\n", "tmin,tmax,dmax=1.4,310,0.001\n", "testlist = (('X133273', 'lsdat'), ('X133273', 'ls340'), ('X55918', 'lsdat'), ('X55918', 'ls340'))\n", "for sensno, kind in testlist:\n", " r0, t0 = read_curve(sensno, 'z340')\n", " r1, t1 = read_curve(sensno, kind)\n", " diff = compare_calib(r1, t1, r0, t0)\n", " plt.plot(t0, diff, '-')\n", "plt.plot([tmin,tmax,tmax,tmin,tmin], [-dmax,-dmax,dmax,dmax,-dmax], '-')\n", "plt.legend([sensno + \".\" + kind[2:] for sensno, kind in testlist] + [\"window\"])\n", "plt.xscale('log')\n", "plt.yscale('symlog',linthreshy=dmax)\n", "plt.grid(True, axis='y')\n", "plt.axis([1.0,350,-1,1])\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('z340', 'READ 2018-11-15/X133273.340')\n", "('zdat', 'READ calib_data/calib2018-11-15_p0_c5.dat')\n", "('zdat', 'READ calib_data/calib2018-11-15_p1_c5.dat')\n", "('zdat', 'READ calib_data/calib2018-11-15_p2_c5.dat')\n" ] }, { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "('z340', 'READ 2018-11-15/X55918.340')\n", "('zdat', 'READ calib_data/calib2018-11-15_p0_c4.dat')\n", "('zdat', 'READ calib_data/calib2018-11-15_p1_c4.dat')\n", "('zdat', 'READ calib_data/calib2018-11-15_p2_c4.dat')\n" ] }, { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "('z340', 'READ 2018-11-15/X134003.340')\n", "('zdat', 'READ calib_data/calib2018-11-15_p0_c1.dat')\n", "('zdat', 'READ calib_data/calib2018-11-15_p1_c1.dat')\n", "('zdat', 'READ calib_data/calib2018-11-15_p2_c1.dat')\n" ] }, { "data": { "image/png": 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JVn/g3AE+991zLD6qOO8ZXZmfd7iLV7xsDF0wiXHOOC5dajVx6dKtn38x8iLb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\ngdOnrd9r+9XG9lPJT99k1GJ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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "('z340', 'READ 2018-11-15/X134014.340')\n", "('zdat', 'READ calib_data/calib2018-11-15_p0_c2.dat')\n", "('zdat', 'READ calib_data/calib2018-11-15_p1_c2.dat')\n", "('zdat', 'READ calib_data/calib2018-11-15_p2_c2.dat')\n" ] }, { "data": { "image/png": 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OPIqPtyYH/fysR8mS1r+FC9/wOuIuxaHOJ3Uwvs14JIwpiGYznobfkc0wJRyn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\nLSIiafP0dByM9fcHYmOB8+d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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "('z340', 'READ 2018-11-15/X133980.340')\n", "('zdat', 'READ calib_data/calib2018-11-15_p0_c6.dat')\n", "('zdat', 'READ calib_data/calib2018-11-15_p1_c6.dat')\n", "('zdat', 'READ calib_data/calib2018-11-15_p2_c6.dat')\n" ] }, { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# compare calibration files from points 0,1,2\n", "# with the optimized (average or selection of best)\n", "\n", "for sensor in run.sensors:\n", " r0, t0 = read_curve(sensor.outputpath, sensor.outputkind)\n", " plt.figure()\n", " dif = [0,0,0]\n", " for j in range(3):\n", " rr, rt = read_curve(sensor.caldat_file[j], 'zdat')\n", " rc, tc = make_calib(run.rref, run.tref, rr, rt, run.t_points)\n", " dif[j] = compare_calib(r0, t0, rc, tc)\n", " plt.plot(t0, dif[j], '-')\n", " plt.xscale('log')\n", " plt.yscale('symlog', linthreshy=0.001)\n", " plt.grid(True, axis='y')\n", " plt.axis([min(t0),max(t0),-1,1])\n", " #plt.legend(['dif1','dif2','dif3','est'])\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('lsdat', 'READ /afs/psi.ch/project/SampleEnvironment/SE_internal/Thermometer_calibs/2018/X133273_for_He3/X133273.dat')\n", "{'selected': 0, 'averaged': 60}\n", "{'selected': 0, 'averaged': 30}\n", "{'selected': 0, 'averaged': 20}\n", "{'selected': 0, 'averaged': 15}\n", "{'selected': 0, 'averaged': 10}\n" ] }, { "data": { "image/png": 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GyxNjIXzzjZgITZwITJoEdO1aqelYKgXcrxDO7neHPGgrRmZfQa/MbJyzbAH3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\ngrIy+m7dSmsnO35deBUrbo+klX8rAPIWLCP7utF4P343jq8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217pXyir8XP1YfvtyAtpt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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "('lsdat', 'READ /afs/psi.ch/project/SampleEnvironment/SE_internal/Thermometer_calibs/2009/51750 Cernox HiT/X55918.dat')\n", "{'selected': 1, 'averaged': 59}\n", "{'selected': 0, 'averaged': 30}\n", "{'selected': 0, 'averaged': 20}\n", "{'selected': 0, 'averaged': 15}\n", "{'selected': 0, 'averaged': 10}\n" ] }, { "data": { "image/png": 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vT/gSVVjEzvJE7qGOD3Ey4ySR4wfDwoVQVoamabRc2JL4efGUnLv0EUBCCCGE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\nFbIOH3bO1ztsWJFX6bL11LVPkZSRhNc17zJ7tvM95+9+/hmCg6FpU+f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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# compare with less points\n", "sensors = ('X133273', 'X55918')\n", "steps = (1,2,3,4,6)\n", "tmin,tmax,dmax=1.4,310,0.001\n", "kind = 'lsdat'\n", "for sensno in sensors:\n", " sensor = run.sensdict[sensno]\n", " r1, t1 = read_curve(sensno, kind)\n", " plt.figure(figsize=(10, 6))\n", " for step in steps:\n", " meas0 = sensor.meas.reduced(step)\n", " rc, tc = sensor.make_calib(run, meas0)\n", " diff = compare_calib(r1, t1, rc, tc)\n", " plt.plot(tc, diff, '-')\n", " plt.plot([tmin,tmax,tmax,tmin,tmin], [-dmax,-dmax,dmax,dmax,-dmax], '-')\n", " plt.legend([str(step) for step in steps] + [\"window\"])\n", " plt.xscale('log')\n", " plt.yscale('symlog',linthreshy=dmax)\n", " plt.grid(True, axis='y')\n", " plt.axis([1.0,350,-1,1])\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.5" } }, "nbformat": 4, "nbformat_minor": 2 }