440 lines
523 KiB
Plaintext
440 lines
523 KiB
Plaintext
{
|
|
"cells": [
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "f7e8a3a5-c74f-4de0-8d0b-fb7dc447a6de",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Simplified pixel sim for interpolation tests\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 25,
|
|
"id": "a7bafd1c-9c36-40c2-bf8d-3bba7fbc09f8",
|
|
"metadata": {
|
|
"editable": true,
|
|
"slideshow": {
|
|
"slide_type": ""
|
|
},
|
|
"tags": []
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"import matplotlib.pyplot as plt\n",
|
|
"from matplotlib.ticker import (MultipleLocator, AutoMinorLocator)\n",
|
|
"import time \n",
|
|
"import h5py\n",
|
|
"import numpy as np\n",
|
|
"import aare\n",
|
|
"import boost_histogram as bh\n",
|
|
"import seaborn as sns\n",
|
|
"import pickle\n",
|
|
"\n",
|
|
"#Debugging\n",
|
|
"import torch\n",
|
|
"\n",
|
|
"from simple_eta import plot_gaussian, charge_and_pixel_plot\n",
|
|
"from simple_eta import generate, Generator\n",
|
|
"\n",
|
|
"\n",
|
|
"g = Generator.fromJSON('moench_g4_hg.json')\n",
|
|
"g.device = 'mps'\n",
|
|
"g.photon_energy = 8.0"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "61634ffc-20be-412b-83ce-37727ae8964a",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Generate one photon hit and plot response"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 26,
|
|
"id": "8ae6ce69-313f-41d4-8019-64e93a5610a0",
|
|
"metadata": {
|
|
"editable": true,
|
|
"slideshow": {
|
|
"slide_type": ""
|
|
},
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"t.shape=torch.Size([400, 400])\n",
|
|
"[0, 1, 2]\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": "iVBORw0KGgoAAAANSUhEUgAAA9AAAAG1CAYAAAARCBwoAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjgsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvwVt1zgAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzsfQe8HVW1/jrn3JuEkgAJJSABQu/wBGnSS2KQXgWFoMADAREBQZoUBQSR3uSJVCkqXZCm1AcovSgP8C/dYCSUkECSe8+Z/2+t2WvP2nv2zJlTbstZnw4zs2fPnnJO7pxvvm+tVYqiKAKFQqFQKBQKhUKhUCgUuSjnb1YoFAqFQqFQKBQKhUKhBFqhUCgUCoVCoVAoFIqCUAVaoVAoFAqFQqFQKBSKAlACrVAoFAqFQqFQKBQKRQEogVYoFAqFQqFQKBQKhaIAlEArFAqFQqFQKBQKhUJRAEqgFQqFQqFQKBQKhUKhKAAl0AqFQqFQKBQKhUKhUBSAEmiFQqFQKBQKhUKhUCgKQAm0QtHHuPrqq6FUKsEzzzyj91qhUCgUiiaw+eab09TXz+q33nqrz46hUCjmDnQN9AkoFAqFQqFQKBR5uPTSS/UGKRSKQQEl0ArFXILPP/8c5p133oE+DYVCoVAo2o5VV1110N5Vff4qFJ0FtXArFG3A//3f/8Fee+0Fiy22GAwfPhyWWmop2HfffWH27Nm2z2effQbf/e53YeGFF4YxY8bALrvsAv/617+ccW6++WaYMGECLL744jDPPPPAKqusAj/60Y9g5syZTr/99tsP5p9/fnj55Zep/8iRI2GrrbaibZ988gnsv//+MHr0aOrz9a9/Hf75z3+SNe2UU05xxnnjjTdg7733hkUXXZTOG493ySWX6HdCoVAoFH0OfCbhs+n555+nZ+KoUaNggQUWgG9961vwn//8J9fC/bOf/QzK5TLcddddqecjvkzG5yPjwQcfpGckjo/bvvrVr8Kf/vSnls75ueeeg9122w0WWmghWG655WhbFEWklK+99tr0DMdt2AefwRJ4vdttt5199i6xxBL0rH7vvfdsHzzGYYcdBr/85S9hxRVXpH74EuGmm25KndMrr7wCO+64Ix1vxIgRdPxrrrnG6fPwww/TmDfeeCOccMIJdEy8H1tvvTW89tprDZ9f0WtVKOZGKIFWKFrEiy++CF/5ylfgqaeegtNOOw3++Mc/wplnnknkec6cObbfAQccAN3d3XDDDTfA2WefTQ8z/JHgE9ptt90WrrzySrj33nvhiCOOgN/+9rew/fbbp46LY++www6w5ZZbwh133AGnnnoq1Go16ovHOPbYY+G2226D9ddfH772ta+l9v/73/9O540P3l/84hfwhz/8gR6Qhx9+OI2lUCgUCkV/YOedd4bll18efv/73xNBvf3222HixInQ09OTuQ8+4yZNmgSTJ0+Gt99+m9quuuoqIo4XXXQRrLHGGtR2/fXX04tmJIu4DZ+p+IIZx2+WRCOQ8OM5/+53v4PLL7+c2g466CB6biMpxWtAgvm3v/0NNtpoI/j3v/9NffCF+DbbbEPr+ML6gQcegPPPP59evOOLdok777wTLrzwQvptgfdm6aWXppf1uMxA8ovj43Gw76233kpEG18k4G8NH8cffzzdr1/96ldwxRVX0O8O/N1QrVYbOr8i16pQzLWIFApFS9hyyy2jBRdcMJo6dWpw+1VXXRXhP7VDDjnEaT/77LOpfcqUKcH9arVa1NPTEz3yyCPU78UXX7TbJk+eTG2//vWvnX3uvvtuar/sssuc9jPPPJPaTz75ZNs2ceLEaMkll4w+/fRTp+9hhx0WjRgxIvroo48auAsKhUKhUDQGfCbhs+kHP/iB0/6b3/yG2q+//nrbttlmm9Ek8eGHH9JzbL311ouee+65aN55542+9a1v2e0zZ86MRo8eHW2//fbOftVqNVprrbVoP/9Z/eabbxY65x//+MdO+5NPPkntv/jFL5z2d999N5pnnnmiY445htafeeYZ6nf77bfnHgf74H4ffPCBbevt7Y1WXnnlaPnll7dt3/jGN6Lhw4dH77zzjrP/pEmT6H588skntP7QQw/RmNtuu63T77e//S214/kXPb+i16pQzK1QBVqhaDHu6ZFHHoE99tgDFllkkdy+qBZLrLnmmjTnN+cItD6hpXrs2LFQqVRIsd5ss81o26uvvpoac9ddd3XW8VwQeD4S+MZaYtasWfTmHd/6o52tt7fXTqiA43ZU1BUKhUKh6Gt885vfdNbxGdbV1QUPPfRQ7n4YDoWhT2inRuUTVVJWgxFPPPEEfPTRR6RSy+ccurXQmfX000+nQqSKwn/+oosLLdLoLJPHwuf5WmutRa4zBKrWaHdGBR3PFd1gWUDbOYaGMfB3wZ577gn/+Mc/rJ36z3/+M/UbN26csy8q0Pgb5cknn2zot0iR8yt6rQrF3Aol0ApFC/j444/J9rTkkkvW7YsPegmMK0J88cUXNJ8xYwZssskm8Je//AV++tOf0gMIH+5ox5L9GEh80ZImMW3aNPrRgfY0CfkA5n74sEObG5J0OSGBRnz44YcN3AmFQqFQKJoDEi8JfI7hMxOfVfWAYUqrrbYavfjFPCPzzTef3cZWYozN9Z91Z511FsXxIsFuBpirRAKPhePh89Y/Fr6Q5mcqxnjjy26MHUY7NZ47xhiffPLJKcu6f19kG98bnPvngsAxZb+iv0WKnF/Ra1Uo5lZoFm6FogUgUcU3wjKxRrPAt8iYVAyJM6vOnBQsBHz76wMfjEiM8QeBJNEffPCB0w/fLuN577PPPnDooYcGxx8/fnwLV6NQKBQKRTHgM+pLX/qSXcfnGBI/n+yFgMQOE4ats8468OMf/5iSXy277LK0DZN2IvBl8QYbbBDc33/BXBT+MxiPhW2PPfaYJaUSsg3jszEZGJLQl156iWpQY5wzJuPCxKFZz27ZxvcG51OmTEn14ySlfA8aQb3za+RaFYq5EapAKxQtAB8mSHYxiUirb1z5Yew/eDADZ1Ew8UZLm4SftRPV6y222IIybaJ9a911101NRX64KBQKhULRKn7zm98465joC0m0zLodAia4wqSdJ554Ii2jeooWZ07gidm2F1xwQbIhh55zOA0bNqwtHyASdySc77//fvA4nNTMf+6j5fm8886j80QrugSGWsmEXOh4w+c7Zv1m5xvat/kFvMS1115Lz/qsFwdFkHV+zVyrQjE3QRVohaJFnHvuubDxxhuTjQzfzGL8ED7wMHtmI+QX47dQGT744IPpjTpaofBHBWb5LgqM6cIfDEcddRRMnz6d3shj/BM+SBFY8oNxwQUX0HmjbRxtb8ssswxl2MTYKiwLgg9khUKhUCj6GhiqhLZtzP6MmZxPOukkIm5+Pg8JVF0xBhdfHOMzE59vSC433XRTOOaYYyhzNJZyRPUZY6DRmYVWbizNhCWy8NmK88suu6wt14DP3v/+7/+Gb3/72/DMM8/QeaCdHM/z8ccfJ1KJz1qMH8aM1TvttBMp5UhE8frRbYbXL4FKL1bawPuBY+F+WDZTvhTHa8cx8aU4KvDoPsPfDnfffTdl4caXCo2gyPkVvVaFYm6FEmiFokXgQ/6vf/0rPcSOO+44IqEYo4QPvUbebKPiiw88JL/4owAfRljXEX8QfPnLXy40BtfExDGwRia+hccHHZbxwLfQ+AaZgWUu8G3yT37yE3p7P3XqVNq+wgor2DhohUKhUCj6GkjQsHwVkllUPbGsEhLgrGcoKrGYHBP7YtlGfjmMz7kzzjgDfvjDH5J6jSQQn6eYXAzJJJZewmc0kmiM8cVEW+0EvjTHc8A5klBMVobxw/gcXm+99agPPmPxWYvng6oxXuNKK61ENmkk+n7CL4xBxmf0O++8Q8ozkmNU2Rm4LyZLw3hlDMnCWOZVVlmFSno1c31Fz6/ItSoUcytKmIp7oE9CoVD0LfAHBmY5/d///V9SuhUKhUKhGGggaT711FNJCW4mVnduBr4cQEJ88cUXD/SpKBQKD6pAKxRzGW688UaKS0ILFb6Vx4yYP//5z8lipeRZoVAoFAqFQqFoHkqgFYq5DCNHjqT4KCyFhfUtsbwF2rhwXaFQKBQKhUKhUDQPtXArFAqFQqFQKBQKhUIx1MpYYRZgjPnwJ65Tiyqav62V9PwKhUKhUCgUCoVCoVAMSQv3008/TZkVGa+88gqlzN99992dMj2YWZDRrvp9CoVCoVAoFAqFQqFQDBkCvcgiizjrWIYHU/ZjjT/G8OHDqURQUcyePZsmBqbZx1qAWDIIFWyFQqFQ9C2w2AOWjsESJ7IW+axZs6jUWqvAF6kjRoxoeRyFQqFQKBT1MavDn9+DikBL4IeCtWuPPPJIh+g+/PDDVL8Pa9QhsT799NNpPQtnnnkmlUhQKBQKxcDi3XffhSWXXNI+fMcvPT98MDVxHTULfKn65ptvDsmHsEKhUCgUQwmz9Pk9eJOI/fa3v4W9996bCsejaoG4+eabYf7554ell16afiyddNJJ0NvbC88++ywp00UU6E8//RSWWmop2HrBXQBmD6oQcEWT6B5RgX0u2RGuO/QO6JnV+o/xtqIfXA6lch8eY4BcGt3Du+BbF34drj/8buiZ3dueQfv4T11U64c/pYPzz3V9DK/Bg5/cCp988gkssMAC1DR9+nRafvvZZWDUyOb/Fk//rAZLr/MW/W0fNWpUG09aMVjxtbV/PNCnoGgj7n3hNBj/mzP1ns5FePObx8Eyl54z0KehaBPeOuRoZ326Pr8HrwJ95ZVXwqRJkyx5Ruy55552efXVV4d1112XyPTdd98Nu+yyS3AcJNZBco3keVbfnLuin1Eqw7zzzms+00FCoEvloUma+/i8G/5M5+Bn2ofnFNXaNlQJSv1ApkttPef+Q/wZhsJm5h9ZoqlZ1MR9VygUCoVC0T+Yv4Of34OSQL/99tvw4IMPwq233prbD+vbIoF+4403+u3cFIqBIKBtJcz9RJJbOWfeF+dynLYT07x70QJR9a+9reftn/OQJNQJqlENqlFr+ysUCoVCoehfVDv4+T0oCTRm2ca45q9//eu5/aZNm0YxdUikFYoBxWAnzn1wfn1qHW/hmG0jq/KetfhHns+7T5RpPM8h/BCqQURTK/srFAqFQqHoX9Q6+Pk9SPya4GTJRgI9efJk6OpK+P2MGTPg6KOPhieffBLeeustSia2/fbbw8ILLww777zzgJ6zooOB5KWPyGnLBJXPrQ3nx+cjp8GKPjnXNt3LPrt3g8V6r1AoFAqFQjGXY9Ap0GjdxsRh3/nOd5z2SqUCL7/8Mlx77bWUiAZV5y222IISi40cOXLAzlfRwRiMqm6bzmkwE+R2XU/TajDfY6H6Dpu3G0aNmb/h+9YnivQAqNG1WgSfTPkUqr2NH7tG/2vh2C3trVAoFAqFotnnb61Dn9+DjkBPmDCBaob6mGeeeeC+++4bkHNSKAa9XbuFc+pzstzMufE+UvVtMzFsOba6VKYk5ZtPXh/W3W4N6O7uohxfnQj8mz39wxlw7dG/h+n/mdHQvtUooqlZtLKvQqFQKBSK5p+/1Q59fg86Aq1QdBIGSnEezLHVTR9rAJJ+IXneeM91YfSCo6FMf05bfBgM2WdJBPOP/AwmHLwp3PLTe4ZstS2FQqFQKBSKelACrVAMEFlsmsQOFGke7HG2WefXBLEukvRr+LzDSHlG8twNfqm8Zu3hQ5dEzzdiflh+3WVg3gXmgZmffFF4v05OQqJQKBQKxVBFrYOf30qgFYq5kDQ3dZx2XWs71G0eA+d54xVRiltQrvPu48gx85FtO1aeU3uGDpR/Hlm7DpHnSwnKUOmqwDyjRjRMoKsd+gBWKBQKhWKootbBz28l0ApFP5Dn/iC0/UqaB0uSsazzaCSmucm6yuVKCSgIuviB+ABzrypNt6Sx70Ynv8FWKBQKhWKootbBz28l0ArFYMtm3ZfEuZnrGixkudVzLkqqG6n/3NStaYIRN8m9FQqFQqFQKBTthRJohWKwkOe+Is6NXk/LsdLtqLtcSuZZ4zWaqcq/rkbs320vDdUBanRBdHIWT4VCoVAohiqqHfz8HuRZgRSKoUeekdj2JXkuPL4sAZUHjjOuF2/sjF3KnvoLrZ5DI9fM97LtidTw2I1+V1o/6j4H7Q2n/+KnmdtX+sry8ODDD0B/oNaGSaFQKBQKRf+i1sHPbyXQCkWbyXODOxQ6LpPmuuMXJXoNkcf2keRSuVxsavWzaPR8G3mJ0EYiPeaXF8DoX10UJNKjf3UxbQ+fQ3uIdBYe/+OTsOlGm9Lye/96jwj1q6/9vU+OhQlIWp0UCoVCoVD0L6od/PxWAq1QtIkQ9ZXq3Da1uTBBbJwsFyXGjQKJdFvGbfQlQFEi3SKiShkWvvx8Q6JpUEuesT2qVOqcQ98Q6UUWXgSGDfNLcykUCoVCoVAolEArOhsDYdluUHVuaawipLlBwtwOYtxutEyqs9Cotb1BfHTA9+DDg49wSDSTZ2z/6IDDig3UxOlFUQ3OvvAsWG+rdeCrEzeAi664IGjh3mrHzWm+07d2oHa0f7cT1aj1SaFQKBQKRf+i2sHPb00ipuhctECe+0JtLqw056GIupw7fMF70texzkWSiGXBJKUoci1RzUTgFElU5t/bNpFqJNEIItFXXgrlnjmGPH9Pnkjb85Ld9odb4dvf/A789qpb4IWXn4cfnXoMfHmtdeCr62/s9Pvd1bfC7vvtAldfci0sv+wK0N3dDe1Eq3FQQzmGSqFQKBSKoYpaBz+/B146UiiGmGV7QMhz3jnXU0nrKK2FVNumknSVW5tCYxRBA+da99oLjdM6kUayXOseRuQZ5y555mMUTfBWrNtKK6wMhx14OCyz1DKw09d3htVXWQOe/OsTqX6jFxpN8wUXWJCs3ThXKBQKhUKh6FQogVZ0FtqeRbnOseocr65Nu4hFO3PfFkhzURJajwC3G0VId71racc9aWRbAaB9m8kzzpOY6CZRgG+vtPxKzjqS42kffwT9jRqUoNrChPsrFAqFQqHQ53d/QS3cis5Bi+S54TjnVsZrhTRnDllHYa6HRklxKzbvLAt3vZqBoXNkm3bWuQXG5HtlLd55+4e2NVDbEMlyEvP8PbuOCCvRdGYt143u6nKt2KVSKft6+xBYjrtISe68/RUKhUKhUPQvah38/FYCregM9Bd5HmTEuW4ccD11uR76s+5zveNlkVb/OnySmEOm5f1Lkct6JDrvnDLIsx8TLde9A7SFRBcBxzxX+4hcs5Lcyv4KhUKhUCj6F9UOfn6rhVsx96M/lef+Js8ZtuGmrMj17NCNlILy6yo3M+WNU++68s6xkWuUm5rJOl7nPpWqtUDCsCQ7N27PGbztcdEhjFloDIwYPgIee/JR+HDah/DZjM+aH0yhUCgUCoWiCVx22WWw5pprwqhRo2jacMMN4Y9//KPdvt9++5GbTk4bbLCBM8bs2bPhe9/7Hiy88MIw33zzwQ477ADvvfdew+eiCrRi7kZ/JQvrK+U5jywGh8khzcHxW7B191Fpp0LIOnbID+Rfh5NZu6A6naNMF0LGONMO+n7mLmHlOTh48SzdTSjRXV1dcOLRJ8Elv7oYLvzl+bDu2uvCdb+8AdqFTn6DrVAoFArFUEW1n5/fSy65JPzsZz+D5ZdfntavueYa2HHHHeH555+H1VZbjdq+9rWvwVVXXWX3GTZsmDPGEUccAXfddRfcdNNNMGbMGDjqqKNgu+22g2effRYqlUrhc1ECrZh70dfkuUCCsAEhzI2Q5XoqcgZKjd7bBsl2qVK28xL+QSsaKFNJahxnImsTktusGOqsxGGNopF47sYG5kELdbvuihtSXS8953K7/NrT/3C27b7TnjT1BWpRiaZW9lcoFAqFQtG/qPXz83v77bd31k8//XRSpZ966ilLoIcPHw5jx44N7v/pp5/ClVdeCddddx1svfXW1Hb99dfDuHHj4MEHH4SJEycWPhe1cCvmTszl5DloJa5ny67bN9smjYRZTsFzr2fHbgUNjp97vln7FbG2+/1bQQtZu3MG7ZOufYlWMnC3+vZboVAoFArFwD6/p0+f7kxos6577GqVVOSZM2eSlZvx8MMPw6KLLgorrrgiHHjggTB16lS7DVXmnp4emDBhgm1bYoklYPXVV4cnnkiX8cyDEmjF3IcmyXPdklL9TZ5z4nDr9cslzbJvM4S5HoHNikVudMobK3T/mnkBUO8aUsfx72tr5atyj9X8gP0SG61QKBQKhULRKlABXmCBBex05plnZvZ9+eWXYf755yel+eCDD4bbbrsNVl11Vdo2adIk+M1vfgN//vOf4Re/+AU8/fTTsOWWW1pC/sEHH5Cle6GFFnLGXGyxxWhbI1ALt2LuQgvkuR3jN0yes4hzateC9uuiKmmGalvo/OqN3Wpf2Z/JpW93zhrPiW/2+ggbuLxWa/cO9c+yXOcp0s1asxssf9Xn6bf7CVUo09T8/gqFQqFQKIbq8/vdd9+lpGAMJMdZWGmlleCFF16ATz75BG655RaYPHkyPPLII0Si99wzCTVDVXndddeFpZdeGu6++27YZZddMseMoogSjjUCJdCKuQdNqnh9Tp5bIM7x7nVIcdHEYa2S5iJlm/oK9cZn4hnqx9syCHWQTHN/GXsdItOlNhPhgSDRA8yzoxZjqHB/hUKhUCgUQ/P5Pcpk1S4CVJA5iRgSZFSZL7jgAvjlL3+Z6rv44osTgX7jjTdoHWOj58yZAx9//LGjQqPNe6ONNmro3NXCrehotIM851q/G1V18+zaWVZtZyfPUhywKBe2MmfZputZqv1yWM1ORcYqck5Z7UXuTY7FO0JyTWQ3I/N3sy8VBiIuuk2HxLe4ODUCjYFWKBQKhWLooToIcpjgb46smOlp06aRuo1EGrHOOutAd3c3PPDAA7bPlClT4JVXXmmYQKsCrRj6GEDluSHiXFB5LmTXLmLV9ohhM+fSVPmrevs2Y+EuWoZKlqLK2i+kJMt74SnTQYt3LYJPps6A6R/NhPlGfgrzjRgJJXofWcBa3hDaKQ33rRI9uzoLPp/+BUz/z4zmB1EoFAqFQqEI4Pjjj6c4Z4yZ/uyzzyiJGCYNu/fee2HGjBlwyimnwK677kqE+a233qL+WO955513pv0xvnr//fen0lVYwmr06NFw9NFHwxprrGGzcheFEmjF0EZfxTw3Q5rbHefsqKV1SHUgaVbuORQhyo2UvSpKlov242OHCHSeTRvh1/Hzyaus9RyyTFfcthKky2hF5RpUaxFcf8q9sPXk9WC5tb8U1w8MXV6KlPaDXzr3EO0/Pt6uz6d/DreccS/M+aKnoX2rUZmmZlEd/GHeCoVCoVDMdaj28/P73//+N+yzzz6kGiMZXnPNNYk8b7PNNvDFF19QgrFrr72W4qORRG+xxRZw8803w8iRI+0Y5513HnR1dcEee+xB+2y11VZw9dVXN1QDGqEEWjF00dcJwxofON1Wj7g2E+OcE9ucS5zr1TIuSphbJdGhc2P49Z6LWKGRveWRal9xltcZqvEsx/MVaqFOozI9fdrncNt5D8M8o0bAPPMPd/lzHnEPKdJ+W6hPqB52Rs3rXNE7r0620y0qbKFC5blR8oyoQQlqLUQT1YZAojSFQqFQKOY21Pr5+Y01nLMwzzzzwH333Vd3jBEjRsBFF11EUytQAq0YmuhL8twuy3aBY6VinFNjlNtPnBslzY2QaP/YjYL3lRbuvPH8TNl5pDrU5pNpeWy/P5Fvcc9ryb6ffzqLJue85H4FiXQkt2XuHxUmxbkEuACJLkqgHeB3sSBBVygUCoVCoRhqUAKtGHoYTOS5Sct2MM7ZGaPcnF07izjnEcciBLlARu/c8doZA51BaHNJdT1CnadM+0q2VKXz4qVrWfuVw2TdfC9SJNq3mfvZwXPA39kgES5AdHH/vibRrSYSaUcSEoVCoVAoFI0/f6sd+vxWAq0YWpgbyXOeIlyEOOfZxIuOXdfe3YiVuw3J/XkMnJcybMtZynO9es7cL1dpLoct3inSnbZ2x5tq4TJYIRLtbePvh0OkQyRaHLdp5bcvSXS/xVCphVuhUCgUiv5GtYOf30qgFUMHg508B3fOIc+NqMJZdu0iinNR4lxPZU6p0g1kGm8UPEaohBRC2Ke9DYGx/C51yHPo3uXZuzOItCXRoj1Fov2xZfIyX40OJTxLkfQwIc4lwX1FogsS+jiGqvnvTCv7KhQKhUKhaP75W+vQ57cSaMVcjVbIc0vxzvWShRUlz60QZzluM6Q5qErXye6dt287LdyZ/Dm0wYs5dspRiW5ZZDrL3h2ydgvCnFKjTXtdS7dHoqlrxvZMEh3vNGRItEKhUCgUCsVQQRu8lgpFH4NsvOW+KVXVCHkO9fcVUo/wIQHiKbUd23jidk6aZSYkYTzJdqc/T5iCn8fDZbluxxbLFTMmznmiPrgflmQS49hJ9KX9A5M8biuTf4+KTKnzM/fF3g8x8T3w74N/r/x7yNdHZasyPot6n6H8Lshj+O3e9yhre1CpD3xf8Xud+2Kozr+zpjLY07jZ+2EGz2oLUzMZQC+99FIYP348ZeNcZ5114LHHHsvt/8gjj1A/7L/sssvC5Zdfnupzyy23wKqrrgrDhw+n+W233eZsf/TRR2H77beHJZZYAkqlEtx+++25xzzooIOo3/nnn9/w9SkUCoVC0deoDcDze7Bg6J65QtFHpaqajncuGussyZLTXqqvOEvilEe+5LgZxM7ta8hTEaJebyoXmHyiGyK+8p6E9m/13OQ1F7pHgXtb7957n6sTtx5S+0PfDY9IB79T/vekzne34VrmRfdtIYaqlakRYE3II444Ak444QR4/vnnYZNNNoFJkybBO++8E+z/5ptvwrbbbkv9sP/xxx8Phx9+OBFmxpNPPgl77rkn1ad88cUXaY41Jv/yl7/YPjNnzoS11loLLr744rrniOQa90WyrVAoFArFYES1n5/fgwlq4VYMbvSF8pwzbiHyXCehVuEkYRmqXCZxzhuvnkU70/IdSESWZ/HOsJdn9vEQFbR2R6EXBj4qATuz7xaWludUfDPvg+3l8CC2T97JBpKOZdWSNtZuJ1u3PYfiScbqJhgrYLVuxdLdzsRi+Aa6P+tInnvuubD//vvDAQccQOuo8GLtyMsuuwzOPPPMVH9Um5daaimrBK+yyirwzDPPwDnnnAO77rqrHWObbbaB4447jtZxjqo1tt94443UhiQdp3p4//334bDDDqNz+vrXv97QtSkUCoVC0V+o9fPzezBh6FJ/xdyPwUiegzs2oBCG2j2rr2xz+obs31nbfTXVUWIDanNTCm56ipDc4dyfKvFEf3GKTsg9KzgFxuPJt7+zeh06T79v6Jr4M7dZwAPugKx7Iz+XLOVaKNF1X5RkORWaUaIbjfPP2afQvgOA6dOnO9Ps2bNTfebMmQPPPvssTJgwwWnH9SeeeCI4LqrLfv+JEycSie7p6cntkzVmFmq1GqnXP/zhD2G11VZraF+FQqFQKBT9AyXQirkG/UKeCyQLC24LEd7QeH5bEctwHil0iFwTFu0M23SQKIcIMrbh1IzdWl5jDvn2z6NR0p/dN8fe7X82ISItt8nlRmz6cqw+ItEDjWpUanlCjBs3DhZYYAE7hdTkDz/8EKrVKiy22GJOO65/8MEHwfPD9lD/3t5eGi+vT9aYWTjrrLOgq6uLLOIKhUKhUAxmVNv0/B6KUAu3YnCiL37s9zF5dpI8OftlxDvbpoI26iy7dhYhZ7U5a1toLvt51+HYr/3bE3qRkPdyoR5C6i3Pfdt2xW2LsCyCdDjLvhlO7SDKnr1b1p6228Q54XIoc7eftduzbmfWjpb7ZGTqrpul27dzB6zZrdix22Hl5mQize8fH//dd9+FUaNG2XZM5pUFTM4lEUX4OZQa6u+3NzqmD1TGL7jgAnjuueca2k+hUCgUioFAtU3P76EIJdCKwYeBJs8h9DV5Do0dUiFD2/zzk4qz3BYi5YFz4rbChNk/l7bEQAcUXDm+T6L9NkGqo5q433KfIvHNDuH2iLQTQ51xXUykmUSntpXCtaMbINGpuOh2kui+Km/VB0DyLAl0CAsvvDBUKpWUMjx16tSUgswYO3ZssD8qxWPGjMntkzVmCJgJHPfBeGsGquVHHXUUxVK/9dZbhcdSKBQKhULRd1ACrRjS5Dm3LE+d8ZpKGFbEQlunpnNuPecipNknvVmE2R8zR2W2xFZeUmg/sZwiw0VU6aIw5xdVyhDJv1KWGHpjS8VZkkciqYJM435yDNwPXdoy0ZgdM3ITkKGNnJYT9ZjIpW3Hvj5ZNcfDklc8lkwA5iVDKxmSHpVFH9ndV7XFOadItLyeEImm7bXUv4cUGc6oK90uEl2LyjQ1i5r/MiUHw4YNo3JUDzzwAOy88862Hdd33HHH4D4bbrgh3HXXXU7b/fffD+uuuy50d3fbPjjGD37wA6fPRhttVPjcMPZ56623TsVRY/u3v/3twuMoFAqFQtEfqPXj83uwQQm0YvCgH2M0BxV5ThHjwBhZVm1p085SmuupzCHSHDhmpiLdhwp0nCTMI6S0wfujW86wcJdKMTmWqqyj6roqdUqhrqdO+6q0v59v7abtniLt2L4zMnX75NRXo804uRm6Q+O0UY1ulkT3twXsyCOPJFKKBBiJ7xVXXEElrA4++GCbQRszYV977bW0ju1Yegr3O/DAAylh2JVXXmmzayO+//3vw6abbkoxzEjE77jjDnjwwQfh8ccft31mzJgB//jHP5zyWC+88AKMHj2aVGdUs1nRZiBBR3V7pZVWavr+KBQKhULRF6iqhVuhGGAMdIKjdpDnrDZ/rHpJwhpVnetZtLPUZhovX2kOKtOh8yqqShcF74ecjRVeyd3McaxyXMTCzWQ6eDyhUDMvleeRxRvL9ezdXn9pxw6VvfJIdLyLsHVnWbrlrWmURAfQnyQaR2slkUi9UHYfWK952rRpcNppp8GUKVNg9dVXh3vuuQeWXnpp2o5tsib0+PHjaTuqy5dccgnVZr7wwgttCSsEKs033XQTnHjiiXDSSSfBcsstR/Wm119/fdsHs3ZvscUWdh0JOWLy5Mlw9dVXN339CoVCoVAMBGr9/PweTFAFWjFkUTd+uWjccz3ynqea5lmuQ8pzs+Q5y66dNZYk3FlkOGOfonbuhpOKtRoDXZEdBOHlv8JZpLoImc5QpUtFk4/5RBo7yRhnX4Xma5BqdIBEB2OjpXKdkagsRaKdc60fEz0QSnR/4pBDDqEphBCZ3WyzzSi5Vx522203mrKw+eab2+RjRaFxzwqFQqFQDD4ogVYMSfQpec7Khu2rz42S59B+kjzXiTnOjHUOxTmLbbnEOUuV9vs1YOFOkeRmXk4yR0QyxtciuYdPliVJzrNwp/rlq9JBwl0uSqRr2f39bN1ZJJr2i4onGMsi0b5CX5BE9wdqUKaplf0VCoVCoVD0L2od/PxWAq0YkonDBpQ8p2zK2fbvVMxziCRnxTwXjXUOxTmHYpwDinM9VTpPjc4lylkKdMGP2tq2nZcDsoMhwVaN9Uhunursqc2Z2+nYSSKxVJw0c+RQCStJSgOqcjAuGoGEN3WOpWIkWt77vibRbVShq1GZpmbRyr4KhUKhUCiaf/5WO/T5rQRaMaTQNvIcQlHl2dmn3Fh952bjnUOxzkXinDnGOY8YZ9mzfVIt98sgy6m/hQUs2zJ8xuYL4/OslBIy7RBFQ2at0hxvDxLqehbuwPbgWfsJxywpDvUNWLq5PRQX7RBvj1z75JvGCZDonFrRzZLoXCLcJtW6BiWaWtlfoVAoFApF/6LWwc9vJdCKuT55WMPkObV/A7Zt261OSakQec5QkTPJs+zfDHH2xgltc1RmXuT+GTbuYD6JAkTa2Zevly3cXvwwE+2I46JNCakgoc4i09LC7Vm8CxFpKBsSbdqziDTFLQs12rZ5qjVty8/QbctcZSnRObWinc8iLxa3ERKdg6EQC61QKBQKhULRKJRAK4YEeS5Egmm8dEmeusfNUIhbineuV6IqS0WWpFmOk6V0M8kNEOLgNjG323wCLYhyiCRbkhsi1/WSi9VJKMaqMKvOpEB34bKr9Eapes/cX9RF5hO19Ze9deKmkagNLTJwI0lGIk1dRTs2WKXYbGeybVl9lNSQZhs4nyMRSlM7WtaNlqQ2r2a0Id82QzfXi5ZjBGpF83c5WCdaxFrnkeh4//plsBol0Z1sAVN0Nlb/8tKw2+SNYYVVFocxi46CU39wAzz50P8F+x5+4vaw7W5fgct//ke4/TdP9vu5KtL47mobwsRxK8Fyo0bDrGovPPef9+Gs5x+Cf372kdPv+2tsDHstvzYsMGwEvDDtX/Djp++HNz79MHhLr9piD9h8ieXgvx/5PTzw3ht62/sZ6y2+JPz3f30F1lhkMVhsvvnhv/94O9z/ZlJ+8K1Djg7ud8YTj8AVLzxNy4vMMy8ct9FmsMm4ZWC+7mHwz08+gkue/Qv88Z+vw9yGagc/v5VAK4a+8tzIWM2Q5+A4TZLnPLt2iDw7JDXDqu3bsHO2ZarMIXXZJ8zOeWeT5WCm7YIuHd6XE4c5ScQcq7chvgxJcI3qbM8bmyJJro1SzZxVKtTSps1tWe32ugP2b/9djlWY62TqrpdgjMZOCG8wQ3dOmauGSlwVtWgXIdE5tZpbryM5dB/Ais7GiHmGwZuvfwAP3PEcnHTuXpn9NtxiZVhpjSXhw6nT+/X8FPlYf9Gl4LrXn4WXpk2BrlIZjlp7M7h2q2/ANnf9D3xR7aE+B626Aey/ynrwwyf/AG9O/wgOW/2rcN2W34Ct7roCZvbOccb7zspfyTUHKfoe83Z3w6sfToXf/d8r8Muv7Zja/pWrLnXWN196WThri4kOOT53621h5LDhcMA9t8FHs76AHVdYBS6esB3s8Pvr4W8fTp2rPsZqBz+/h+6ZK4Yu2p00rOh+DdR6zmyXJLgZ5Tm4TRBntmv7CcekQm1Ir0OQ2f6bsQ3LQtk2005tNKZZR7WX6y7TGIbI8rFNXyK1HJts+tNEY3Ifb+L9GpgQtIz7ijHtOfBU8s7FnIdzbWX3evhak/sak3cqn4VtPJ53b/n+2fa8bfJzdPrLz9try/vuSHdB6LuX9X312uq+HGrm32ILL8RqUanlSaEYinjmf9+Aay75E/zvn1/N7DNm0ZFwyI++Dmcf/3uo9lb79fwU+djvoZvhln++TGryq59MhWOe/AN8ab4FYI0xYx1SfMkrT8B9774Or3/6IRz95B9gnq5u2GGZVZ2xVllwUdh/5fXgmKfu1ts+gHj4nTfhF3/9X7jvn2H1/z9ffO5M2yyzHDz5/jvw7vRPbZ8vj10Crnn5eXhx6gfUfvGzT8H0ObNhtUUWhbkNtQ5+fiuBVgxttJI0rBnyLFGPwOQRIF95DlizU6TLJ8eSPPvbKgHi7Ld5xDlFNCVh5n4eWY4nSZaZuAZIcYhY50wIn3inxi0FSLVP7plIy/3liwCfSJvrZVLM1+uTZYdEO5+V2OZ/xilyLb4boSzteS9g/O9gVhK8Rkh0gUz1zbzQavYlmELRySiVSvDDn+4Kv7/mf+Ht//efgT4dRR2M7B5B809mf0HzcfMvCIvOMz88NuVN22dOrQp/+fc7sM4iS9q2EZUuuGDjHeGUZ+6HD2fN1Ps8RLDwPPPCFksvCze/+rLT/syU92G75VeCBYaPoJ8e2y+/EgyrVOCp998dsHNVtB9q4VbMdUnDCh230XJVGTHIdctUhcYKWLGt8hywYkvyHK97tmw+Rsiu7cc4+1ZtjjU2ZDreFs9k/LQfH+30T9m8xbJHnIq+bLSZt3HOsct+DK6xXttlmqON2Vi25Tnz9ppn844DoW3SsSQRWZyAzCYlE+Wu7NmE2rxtSV8Rp2zPn+3bfoKx0A0Rdu6MMlepZdmHIdqsndvvV8DKHYxtbjIrN9aBrHZoHcm5GV988QU8++yzMHr0aFh1VVdtmzVrFvz2t7+FfffdN3eM2bNn0yQxfPhw6BTs8e2NoVqtwR03PDXQp6IogBPX2QqenvouKc2IRUbMR3OfFOM6KtWMk9bZGp77z3sa8zzEsOtKq8HMnjkptfqw+++CiydsDy/ufxj0VKvwRW8vHPTHO+AdoVLPLah18PN76J65oiOQq1w1W++5WfLs7Z8iz/6YWZm288iznHjcLNXZsw77arS1agtrtW/VdmzaIbU5pTKHFWUiumZylGpfVW5AhUakbOBibOeYofMz5xi8Lr4n9v569m6r1gv1Wdi6Q1Zv2+Yp0SlLt/wu2M/Y2Pfldyn0MsVvF9+/zMzvOciubV7qtxdktajc8qQYXHj99ddhlVVWgU033RTWWGMN2HzzzWHKlCl2+6effgrf/va3645z5plnwgILLOBM2NYJWH6VxWHHvTeAX/z4toE+FUUBnPaVCbDygovA4Y/fkdoWeS8y0VnALVt/aXnYcLGl4bRnH9T7PMSwxyqrw+2vvwqzq25oxVHrbUzq8953/Jbinq988Rm4dOL2sNLohWFuQ62Dn9+qQCvmqtjnuuQ5d99A3yzrrNMnRIoKkOc8whTKsu1ZwKO8xGHcR47jJA5zzz2lNpu4Y3leybrcT95ACLSl71khFboUSCLmq6lOWWhM7GWWa6gei4NFAWWat+NzjxNlc+KxCNOTIYkGKFXdZGO0G5e64jJWXiIx5/JC7aHvka9Qh0pdUbuXVMxTj1NJxfh4zZS3csYoqEJn9FV0Fo499lgizs888wx88skncOSRR8JXv/pVePjhh2GppZYqPM5xxx1H+/oK9I63nw5zO1b/8jKw4Oj54Lo/Jtdf6arAgUdOhJ2/uQFM3va8AT0/RYJT1t0GtvrSCrDnA9fDB198Ztv/Y5TnReaZ3y4jxgyf16rSG45dBpYeuRC8uLv7Pb9sk13g6f+8C3s9eIPe6kGIryz+JVhuoTFw2P1/cNqXGrUA7Lfml2GbG6+CNz6eRm2vTvsPfGXxJWHfNdaGEx7RFyVzC5RAK+Ze5dlHI+Wqgm2e8hwkvhnEmfv7xDlEsH0y7CvLtC9kqs3xeII0M2EW22y2a1Ja42bZh5XbFFHO6utv8+9dgwS6av4y1briJBXxjmJYsl/zgElbaJ14pikhFYms3LSIwi8l2haZtdGWzeW0bBUq02a3oeLrlbGKD2TbwiWvAEqVslvCSpa7CpW68rkol7lqpMQVbU+Xt6KXBTIzdxa5pm38hqXWVhJdhRJNzaKVfRV9gyeeeAIefPBBWHjhhWm688474dBDD4VNNtkEHnroIZhvvtjaWg9IljvJsi3xpz+8AM8/9f+cttMv2xf+9IcXKWu3YnDg1HUnwIRxK8JeD/4G3pvpWnTfnfEJTP1iBmyy+DLw94//TW3d5TKsv9hS8LPnH6L1y/72JNz8jxec/e7b7kD46XN/gge1jNWgxZ6rrAEvTf2AyLEEJohD1LzKE7WoRi/m5zZUO/j5rQRaMTRrPjd6zKIZt1NjuOQ5NV7ITptFnuU55ZDnEEkOxTQHybMktsbSnCLOQmkOqtKGOFsSHaj9XHebvRfubSvq1qGSUzaJGDeKweSzSdR1dvoxd2VFml+YIE81pK9UM9dJZNeo1aQwG7LLXJdVaVKU49hoHpPqP6MizSozHaeWVqP92GgbA+2XrgrFRQfKXGWVuOJrc9RocZ8CanQmifbjofsArdq4hrIFbG6Of+7qcn9eXHLJJVAul2GzzTaDG25QVY3LWC2x1Gh7j8Z+aSFYdqWx8NmnX8B/PviU5hKYhfvjaTPgvbdjZUsxsDjtKxNhx2VWpZrNM3rmwMIm5vmzntkwu9pLy7/+v6fhkNU2gjenfwxvffYRHLL6RvBFbw/c+dbfaTsq0aHEYe/P/DRFyBV9j3m7umGZBRa06+NGLgCrjlkEPpk9C/41I3YXzN89DLZdbiU4/YmHU/v/v08+gjc/+RjO2Gwbqg398awvYML4FWDjccvAd+6+da77CGsd/PxWAq0YWiiaFTiPsAuyG1Sfs9ZZfS5a59lXnhl+5m2fPAtSGyTPnkIdx94m+6RU51KORdv2S87N8s8scl1PgS7nEOiC7y1sDLQRW+MVsZ3IbzIoi7cpQo2TsIDbfsbyTZo0WbMTIh23Y3xzbPGOo9V4uyHg5ZhQx1ZuQ4iRHJOqHMe4Oet1E4wVJNHm8wiSaL72LNLbSI3oPBLtqcuZKnRBoEu+tTfYisGGlVdemezbGActcdFFF1E86A477DBg5zaYsOJqS8DZv/qOXT/o6Ek0f+DO5zX2eQhgnxW/TPObtvmW046lqrC8FeKXf3+Ksmz/ZL2JsMCwEfDCh/+Cff98U6oGtGJwYM1Fx8JNO+1p10/aeAua//7/XoGj/3wvLW+/wsr0xLrzjXT5ud5aDb599y1w7Aabwq+23Rnm6x4Gb3/6MRz1pz9Siay5DdUOfn4rgVbMneqzRMaYmeS5Xq1n2T/L8h0iz36yMO7rxyF7JDxV0zlFsgVxNm2WHPO129JKHvmlBGSuqpwQaKlc5yjQ9rj1LdzFCXTcsYYJvSTPk/ZiS5hzCDUpyyJjt8zWbdqsIi37MJEmG7XI3k10mtXgiBTsmIbHnw31QZVaXqhPmEWbvQw/+3Zehm5JtLPimw3pTcVE1yHRDurZueuRaI2F7ljsvPPOcOONN8I+++yT2nbxxRdDrVaDyy+/HDodLz3zFnxt7R8X7q9xz4ML439TLKHdBS8/TlO7x1W0H0/9611Y5tJzcvvc+PeXaMrCW59+At+9784+ODvFZZddRtNbb71FN2O11VaDH//4xzBpUvzyEV/QnnrqqXDFFVfAxx9/DOuvvz65n7AfAys7HH300fSMQrfUVlttBZdeeiksuWRSWq4Ihq52rug8NKM+F7Fu++RZIhT3nEWehWLcEHm2Fm5vjDzyzPWcbW3jhDDLGs6yFrK0dNsM2jYTt2v55qzdfpvtVxFTVgZsLwt3zelbPAu3u1+gvrTNKp53Tl42b1tXOrkPcZ3swPaSV1NafGZ2X9nXZj4XWblDdaMdR4D3XXC+Q4G4+tD3NvW9DLz4Cf0byHJkBP4d9AU6OYvn3ApM/nXPPfdkbscfK0iiFQqFQjF0Uevn5zeS3J/97GfkcMJpyy23hB133BH+9re/0fazzz4bzj33XHpR+/TTT8PYsWNhm222gc8+S5L7HXHEEXDbbbfBTTfdBI8//jjMmDEDtttuO6h62dTrQRVoxdBQn4uOU9C6HUSRclX+WKGkYVnk2e/nJwzzyLVPluNx0/HOqVrOkvQJS7Zj15YlnqSVm/qF7d1chkoeKzcLd6mO8pz1cZBFOjkmLTsxz8ksSRzmqsucHIzVYycu2omZZiU3UalpP044hp+RiI8uWTUZj1FyLd1CjS5xpm7Hqh1WoulUbLtXK5r64PkYxddXkqV1my7Hy85dr0Z0II7asXI759GElbuACl2NyjQ1i1b2VSgUCoVC0fzzt9qPz+/tt9/eWT/99NNJkX7qqadg1VVXhfPPPx9OOOEE2GWXXWj7NddcA4stthjl3TjooIOohOKVV14J1113HWy99dbU5/rrr4dx48ZR4suJEycWPhf95aHoSGTWv+W2EJlPJRLLIc/JgXLJs60TnJcwjJe5NrFn27Y1jKUiy7WOhZWb6zWzYmvrI/sKrWxLqbphdZm3W7VYqMCOghxUib3JbEc0p16X6l6Dq6iHFHZTX9q7f/L+2s9AfhZGjU5UZe/lSEiJpu8Mv/Rw7fvu94Xrfge+T2zlzvg+BmtEh773Rdpy0HA+gtgID7UWJrLPKxQKhUKh6FdEbXp+T58+3ZnQZl0PqBijijxz5kzYcMMN4c0334QPPvgAJkyYYPtgFQdMXImVIRDPPvss9PT0OH2WWGIJWH311W2folAFWjFk1edwzWehdvlEIyvuOSMWum65qpClNqtUFffBEkZZ5ahwzIws2zZRWCBJWEyec5KDZanNTKCl8lzO6JdSp+NVd5nPW2yzNzP0AQbauJJUV7yx1l2Kq0T5papE37hclNju9I0zZrvb4/hmEnupLJVsL5myV0aQNlm4Y1U6WY5FXhPzzKWt6E2GqTfNojDGY3MJK5tgrJYudYUTEnysLc0HkGWupBKdV+JKlqry6kQH46FzsnLTLQ5l+abxG6wP3SARVygUCoVC0RkYN26cs37yySfDKaecEuz78ssvE2GeNWsWzD///GTHRvWZCTAqzhK4/vbbb9MyEuxhw4bBQgstlOqD2xqBEmjFgJPn5oavZ8cu+IM9o95zoVrPjZJnqS7Tdld1zsqyzbbsEHm2cc4Z5JmV0iAhZtVUJAEL9wsT6EzCLEi10y761v9cxPFYWGWe7GXlJst0LSMDtz0JMWe7t7Ru17x2m3hMuLsN8TSFrOLazrgkbN02yZhJPkblrphI+wnGfEs3bYdwmSt5X7JKXHmE2WkTNaIdEm3HDSQikwi1tQlq4VYoFAqFYuih2iYL97vvvgujRo1ylOMsrLTSSvDCCy/AJ598ArfccgtMnjwZHnnkEbudqqAIYGIxv81HkT4+lEArBhyNqs9h5VnAsVDXUZ/99aAFNa1kBy228lwyEobl1ngO2bdFfHSwPBUnCMtQnd19QgQ7Pp1c4pxSnSUp5/shx2mRPBcoY+Ur0lxiigitIb9xjLRX+8qZChBputCMrN0cP439xf68netGO7HRZvhSgQzdlkTz9yeUnZu/az6JzqkRXYhE14MTT11Qhc5ALSrR1Cxa2VehUCgUCkXzz99aG57fSJ4lgc4DKsjLL788La+77rqULOyCCy6AY489ltpQSV588cVt/6lTp1pVGpOKzZkzhzJ0SxUa+2y00UYNnbvGQCuGnPrcDHKt21lvnYJx0F6Jq9ByXrbtLPIsk4OJZRvbbDNpe7HO0sodsGznkmcvI7UfS5yd/doQ7zqxyKnY51AcdNYkk4iZttB4so3uWyAemkphFYqZDsV7Z2TzlvHRUpEXMc5S5bcvPIrGRcu2UFy0jImW31X5ffSzw9fLKu/8gynVf+nkx/orFAqFQqFQ9CNQPcaY6fHjxxNBfuCBB+w2JMuoTjM5XmeddaC7u9vpM2XKFHjllVcaJtCqQCvmXvW5UUhyEbJuO8fNKFflExJBnuslC0stS5u1VJ0dgiVIWijWuRwmzrJcU5bizNsQCSE36zwuXaPow+t+m70fxT4Kq4wLBTpl4fZqQNus3LJ/SG2W9u5aHUXaKNAlYd02VZ/jJGMUoyzHju+ZrBntK9HxdyIjQ7fMrC37SKs2XbdQf21wdiAzd1FVmffNiIe2Wbn7wMpdhTJNreyvUCgUCoWif1Ht5+f38ccfTzWfMWYaS1NhErGHH34Y7r33XrJgY4mqM844A1ZYYQWacHneeeeFvffem/ZfYIEFYP/994ejjjoKxowZA6NHj6aa0GussYbNyl0USqAV7cVgUqKKqGhZypzcJhVrSZx5P9vPSyzmK89QINN2gDwn+wTKU2WQ56TGcZg4M6F229z4Zlu2yiPRIVt3MKmYc58zljNgq07xOQqndJ6F2411Nn1sHHJCkh17d461m4l5Us5KlswypuwAuabY8ww7t72OAIm2icj4u+KT6Kok2EyqOXleRgw0fm+xvqFd96zcPhqxcksUKWsVgFq4FQqFQqEYeqj1cwjWv//9b9hnn31INUYyvOaaaxJ5xlrPiGOOOQa++OILOOSQQ8imvf7668P9998PI0eOtGOcd9550NXVBXvssQf13WqrreDqq6+GSsUoNwWhBFoxdNVnHxmxz8E234qdeR6e3Vu255Wr8sizT5aD6xnkWSYECyYLY2txwLJt7c0ZCcLSBFqMb8cMZN4u5xDmBhVo7iMzbNdVoA1htmRUZM5mImwV6YztInA6PSH5RdJbicKx0bjO90HERRNBNkTWJhczmbwt6eZY7QCJdl8SJNm3bR9fZWYSTctedm1flQ7UhyYSXa65MdQB9KUKXYMyTa3sr1AoFAqFon9R6+fnN9ZwzgOq0Ji9OyuDN2LEiBFw0UUX0dQKlEArhi55zlK7BTEO1nuWZDgUE8r9feVZtmdl3OaxM2zbTqkq37Zt6xF75BiXRTZta63mRGGV7OzacqyQ2pwo1aFtfBO9bX6bWa9r4a5Dpi0lQ37K1Zi64ipR1N1PJiZVaC41xe3swrYlqkQfWYrKKWMVq9KkOuNH7m0nG7dpw+3lqixrhVZnkzHbkGvLc2VyMfrczcGrXpkrIskZJa6YaGMZNCLwMvkX/qcSq8z8mYXKW/mlrWQiMD8RmV8OK4tEh8pa0WdQaziZmEKhUCgUCsVQgBJoxdC0b8tjNRL3XC9xWJ7ynBXn7CcNy4l5ziTPlmBLMi2Va9eOLbNsJxbtgF1bxDiH1GZOvhW0Z8t2un6+D4EY6ICFuxCJzoCTRMw2pudWVfZioNNqsx8TnRMrLVVpHqMmbNx4S5E8C1u3VZ75840S2zaRZEhKXcUqM74UwXGS7Ny5Ja54O5Ju/o5JkkznJeKh65WjEgS4VAvUh5b7ifVmlGgi0Tnbq1GJpmbRyr4KhUKhUCiaf/5WO/T5rQRaMfSt242ozxJ56nNWFuNSwLYdINOZCcMyyTNkkmfOxu2QZ2nZTlm9/W2SZLs2bbJKh+KauS9dZ06fOiTaTzSWWi5Sxkpw2qAKbSzdkjQ7yjMTTTOOQ5jFGLad3xgwaTSKtCXYSDKNxdwhzmYbXR66AqqGRNN24xrgUGROLuaR6HolrhLLuiDJydakzU86RuN5pa3aacX2S2IFSltlQWOgFQqFQqEYeqh1cBlKJdCKoYdG1OeQdVuS7CzyHNrfsXGLmGfbJshxDrKybWeTZ0FehZXbVawzsmunCLQscZXeHk4oFibXmYS5qIW7KIGGjCzcklR7Uyhe2sZGG3t3ioSnSDXvKMYlMu0SbEmc5baSydLNJJu2V0qpDN18MrSWlZ07tC7jn2k9oz50gQRhqdrQRVXogsh7CRZFZajZeIHGgfsrFAqFQqHoX0Qd/PxWAq0YPPbtVscIqc8Mf73eOKG4ZxpHxD3LbX5SsZxyVbxfuFRVmjzHY7jk2bdmZ8U7p1TngCKdSZzFOdUj2fE1eevQBgu3jMWWXNBPLMblqHIJsa80x6HDbikro2bbzN1xJuyssVw7tyh3ZXh0bF/2SDQmGDM7U28k1WTNrlPiyn43fRLN58VxzcLKzVZvX3GWKnSQiPO2BjJyhwi7QqFQKBQKxVwGJdCKfkVDduzwAC3unxDhuuqz3xaq9+ztU7TWc7BUlUkY5pPnKJc8xzZgJ3mYJMBOyauA4pwV/1xPnc5QoFPreVbuBizcIfU5Tsolxg0o0altgizHmbNjEu2WukqOYZVo2pet2iImmu3c2IYk2MRFR1yOqpYm0UiYycotSTS+rwmVuKpnsbYE2FWJM+OhJSn2VOa6Za1CKnQbbOBVKNHUyv4KhUKhUCj6F9UOfn4rgVYMavW5GcLdlPrsxzj71m1HXQ7YvG0W7hzl2Vn2LNgZyjMRRCbPDhHOqPvsEV/q56wLIswEm64pQKDz4qNDtm26Fxkx0GZbPK9PuNgGzwTaxjRTo5gzP0SuyOPnJQrzyDStRiLrtlSnU/HSSdIwO6ZUno2aHRNhkUTMI9G4Y+ST6HKgxBUr0pJQ++u+zdp8lklW7JJbP9qWxvKUZb82dJaaXI8wy/0KxkFj99ZiqJreVaFQKBQKRQvP31qHPr+VQCv6DY2S4VR/n2QHlGOHPLPa5vWx+/n7h/pL8syxz35SMZk4LESeUa1jckzWcEOObfkpkyQsRJRNW83bZsktJxQzBFhm33b7BTJrC5U6FBOdjJUmy7LEVUKs47+ETvmrehZuf938Ma2ZsWpdEdRY9fTU4YRQGxLrW7RluSpp4eaSUrhc9ctamXWjSlMJLd6fBF3MWs33xJS8ogTY3B63lZEUYxy0kZRpmb8PvcJSbcpeWYWdXwaIMly2pBUSbxyZS1vJ8lc4QFUSYmwXNa18dwWXqmIS7deGtiQ60JezjGep0E2QaIVCoVAoFIqhgqEbva3orNJVWeQ5s3/BzNuh/lkqdChxWFa9Zz/m2Y6RJs9spc4iz0lCsAB59mKgY0ItylPJ+GiPaNOEY4llZ6yKq0KnxqTtUTLJMcScrq2C1mXR1+7jTWIbwewX7+uNbydTJ9mcV83Z5trZ6fwrpo9//bKPf19T9zm83U3oJuPRE3u9fWniuQ6SRHLxpds2ub0IgjH5/vcw4KKohzwnR9FzCwATkLQ6NYpLL70Uxo8fDyNGjIB11lkHHnvssdz+jzzyCPXD/ssuuyxcfvnlqT633HILrLrqqjB8+HCa33bbbc72Rx99FLbffntYYokl6GXK7bff7mzv6emBY489FtZYYw2Yb775qN++++4L//rXvxq+PoVCoVAo+hq1AXh+DxYM3TNXzNUorFaHMmrn9En1C2XplvDLVPE+RclzKu7ZLUHFScPiKZxtOypCnh2i7ZJGn+j5hDGLPNvjCzKakFMmuh4Bx/UgQYaGJ4R7fYZYS0IdIPOSTAevTRBpud1pk6TYSdImVXphj69HoqVl33EeCBJtX54wmXZJdPx9dMm2Q7BD39VQ0rusZHncP+/fSF6bf9yCqEGp5akR3HzzzXDEEUfACSecAM8//zxssskmMGnSJHjnnXeC/d98803YdtttqR/2P/744+Hwww8nwsx48sknYc8994R99tkHXnzxRZrvscce8Je//MX2mTlzJqy11lpw8cUXB4/z+eefw3PPPQcnnXQSzW+99VZ4/fXXYYcddmjo+hQKhUKh6A/U+vn5PZigFm7FwKvP9cZps/qc2z9k3eZzCBGUvHMIKNFMqhzy7CnNXDM4FdscIM8yy3aK4Ek11bdosy07Zf0W1mubnMy1aftWcKcdxP5+zLO3ve7943PguGMe0GbATqzdcdIuGfssM2cnFm8nUZiXTTuVyZvn5mORsdHJeRiPN7dRcjE3YzjFRHMsNFq70fot6kTH1uy4hBXasWVSMVveChOTYfZu+j6l60PHmcJFQjGGTCLmx0b7sczclpdN24uddkpaZcVHc0KzDFSjEk3NotF9zz33XNh///3hgAMOoPXzzz8f7rvvPrjsssvgzDPPTPVHtXmppZaifohVVlkFnnnmGTjnnHNg1113tWNss802cNxxx9E6zlG1xvYbb7yR2pCk45SFBRZYAB544AGn7aKLLoL11luPyD2eg0KhUCgUgwXVfn5+DyaoAq0YGtm3m4FU13xlzSfDfuy0XA7Zveupz15GbifrtiWlvF1mxRZWX2ndboA8F1adfRu3rzrb7dJaHVCajeJrj89KsJ1MuSinrc6EhBBBy2J/afN2rsPsE7Ksm/Nm2za3c6K0lDLtzzPuKwSUf+kucPqmSpVJa7xUm8V3yUs4l0pG16yVu164gt0kQhaaUaH7GdOnT3em2bNnp/rMmTMHnn32WZgwYYLTjutPPPFEcFxUl/3+EydOJBKNtuu8PlljFsWnn35KL00WXHDBlsZRKBQKhULRPiiBVgwsAupzLtluVn0u0j+UaEyu17Fup0gOZJFnr1yVJUgBe3cg83YmmfNsxiHybImysFz7luXE2pwQVWnTJuIsbdK8bsmvH7sciHsOtcv4ZxEDnSbkUZpQCyLNfd3r474Bm7q8H6G5UPFT99oueyTas3K764G63vKlim/5FvHQnJ1ctjkvb7Ks3Jz8LvTdD708yv036P6bTSXua9Bl0q4YqnHjxpGKy1NITf7www+hWq3CYost5rTj+gcffBA8P2wP9e/t7aXx8vpkjVkEs2bNgh/96Eew9957w6hRo5oeR6FQKBSKvkCtg2Og1cKtGNzJw3LPISMhWEY8c6ruc6ivR35TicOKnJOnRPslqxLrtEus/VhZ13rtKs9SffZV0pBVO2ubJWheLG/Q7i1s2nGbSRUtbNwJ+Uts2w6n8u3cIciCz5jVmrN7y7rMpuSTXeeM1LJuc5SUhUpKV3F6a84wbSZpu5ZlqkxpKrvOy3ifZAktuo+YiduQeWPltvZtMy5buNkWbu3S+JnjmdK+aNW25m3TkdcCpa3cG2e2mevL25Zl4fYhzrHVms8hUBxUK2UwzB149913HaKJybyyYMuBGdgs6Q3099sbHTMPqGx/4xvfgFqtRgnPFAqFQqEYbKi16fk9FKEEWjGo7NstWb0biX32MxHXy0ocUvs89dnWLk5Zt13yzEnDfPVREm3H2su1kFPqsuxbgAQH4p1lPLNDlIVCa4mzJMeir9POtzUz7lkGBwc+K45HtgQ6WaYSU2KTjGeOy08lxDneZtap3BSWlTJjM3mk45jyU2YMvGaa83GYb4NYrolxytkkmrcntZ8x4MfwUEtKTY1oJFtErnGdY6rT8dD0WWWSZrHNJ7p0PHNSfu3ojDJVtA+W+Wo0Fto5ZoGa3y0mEqEXJABEnusptQsvvDBUKpWUMjx16tSUgswYO3ZssH9XVxeMGTMmt0/WmPXIMyYgw+Rlf/7zn1V9VigUCsWgRNSm5/dQxCCQERVzs/qcS4iLjCP7+KV4fPuo7cesJon/zFWfU1mNS+nEYWJbJnkmEov7MBEWtmwuL1UxE7ehjRfXu0pU61m2U9xuV1wDWmbBxnVq6zJtOOdlti13ifau9HqN+3ebY3RHEGHN5W6cACJeNxOtd0cA3TUAWq7RBKatRFMEpS6cV828BuXuqjNVhtWSqRvnVW9KttPHw/t2Vc0x4vEBxzfHKGFfM0V2is9LXkfEE52/uW6+ZroH4h6ae8STXKd7WHbvOd/PeN3/vLgt/sxSnzONJe3e3M4vXzjRHC6XTRZv892z3yfzPZZZuuV3l7/7bOX2v9fy34L89+X/u6n3oslvG4jcBzkYNmwYlaPyk3Xh+kYbbRTcZ8MNN0z1v//++2HdddeF7u7u3D5ZY9Yjz2+88QY8+OCDlqArFAqFQqEYPFAFWjFo0FLss+2XQ8p9EuD3dRRpjzynTjZDjZbKc0bWbScemq3ZGXHOyX6inJVIPOYoyzLeWSynLNxym5cALJ4byzTOTV+rNJs2UklZNTfSLFmtnTnfK7a7Rhm3ki3aVutNqjZValCGGm2zWbRpSFSZY4WZ2oQSjBeIii4PZzNdk4Vb2LtpMbYzk9bLNiSjLtNYeJ/EZTh6qjmuVaX5HMS10Bh8b81yrNAnmbldO3ds1sbtQSVaWM5TanPI2m2PG7BfS4VYbvf6IomO8AJ9K3czGbkDQPtXSxawBvc98sgjqcwUEmAkvldccQVluT744INtBu33338frr32WlrHdiw9hfsdeOCBlDDsyiuvtNm1Ed///vdh0003hbPOOgt23HFHuOOOO4gAP/7447bPjBkz4B//+IddR4X5hRdegNGjR1OGbYyp3m233aiE1R/+8AeK1WZVG/sg+VcoFAqFYrCg1s/P78EEJdCKgUGj6rPTXuAfnBObGBgnK/twVqkqqdr5w3mJw1LZlDluOGDbTuzbIg7aWqd9izaP6yURyyHP9WKiZR8iXnZ8k6jLJ87Wwp1DmokoJ2SZCbLtl/WRCXqaEOgIyoYlIyllTiYJNZFptmgziTVEE3kfObfZ4o1EmpeRJDNBJtJsPN5+aLBv4eYNRMg9El3ySKt5GZEQ6SQm2lq7hZ07JtNJaav4/6KWFlJpJNd0c6LYYs3HsV+0jHvM313fyi3Jrm/l9m9G1rgtxEa3mkik0X2xXvO0adPgtNNOgylTpsDqq68O99xzDyy99NK0HdtkTejx48fT9h/84AdwySWXwBJLLAEXXnihLWGFQKX5pptughNPPJHqOC+33HJUb3r99de3fTBr9xZbbGHXkZAjJk+eDFdffTW89957cOedd1Lb2muv7ZzzQw89BJtvvnnD90ahUCgUir5CrZ+f34MJSqAVA2PfbqFveucC+9Yrx5NFpEPbAnHPCGudNX3s3wUncZhc9zNtS4IsCLWfOEyS3nrk2YuHdkm1zLDNqrMhZpJQUyIv0U7JruLJJ8106yS5ZpFaEOk8Es2o8Lxcg7KJV0ZKaes9m2Uq90zEWKrSPMdkXKTdJmo0E1uMUxZfCVZsqUYzke5SpsrMtNKSYrpoQa4lMTckmT9/R5GWvNgo0rEqLlVpc25GUY+TUnm1oZNvYHJBvgpt7ksKFOeco0Ibcp+pQnvIjIUeZG+wDznkEJpCQDLrY7PNNiNlOA+oHuOUBSTAnHwshGWWWSZ3u0KhUCgUgwk1VaAVikGMQOwzLfoWbFqvOTGfbVGfxTZJmPPUZ1u2yJJckVDMs26nCG6QOCfWbZ9MZ5FnP8t2FLBtU7knqTqzgmrKQSWKM41i7ds0eWozq9BlQaalEl0WbfVQoaRZAF3lGlQMMWSyTBMbmw0xrOF9ZVXaZteOt7PLnNRoPE+bBMyo1kR4YzJqM26z0svjMUEWudH43nISMkmicZ/4/hjnALYKFRoTjYGfTIxuHmcKL4Wt3HjfyYZuSCyr0Oa7Z7+deUQslFAsS4VWKBQKhUKhUDhQBVoxtOzbLR23FE40llKYRWIxAT95WEp9tgSXyTST6GRbyLot45mdUlceqQ5Zrx0SHqoNnSLbSc1kJ46aSbIh0UTUqHayR5yZJFdqDmkmomzIMSnQhjD7qnPshC9AoLFjFaBSqUGXYbU1In0RvfG0ZJoGNZ8BtRnSybHRzBGxDRuRNJs57e2UubKFoqylm8iujHGWpy6rnwkLN3FRuY0JO38OwuptFXGhlMus3CkrN9uqTfy2o0ILMp1SoeV3Oa98VY4KHQST7RZs3FQGQ+jozeyvUCgUCoWif1Hr4Oe3EmjF0EYj9u28/lk2Uxn7LJDKxC3G9hOHcX9Lmj3rtixZ5cQ924kzfLtkWpKyIHn2S1dJ8mxs29aybUg0r8eWbaEwi+RhTJJp2arMkSXH5XItRZatvZtLUtX52Lpw5Crysxp0lUwSMVPHqiyUaCbT8chCkSaVNq6nTHuZOGkQZarikOgkLpprNhOJ5nhnmRiMko0l99zatPmrIm3eHmlmbTppd+tDJ1Zus5ph5eYXHb4KnVjQpaWbB6+jQkvrdw4JbtjG7ZPxDHSyBUyhUCgUiqGKWgc/v5VAK/oEmTHNbUoeFixfJfvw8UOxz776LPv42beldVsSY1+JNqWFknJDXMPZtLOlm7YnlmybWRvLHtmSV3KK26i0UlbG7Yq7LO3cuF+IOFvLNpZ1YqJMpJCyciUqM7UlajOTZlSGWWGW5BmXK0iiZUy0INFSfWYyHXobOQyJWg/APN29UClVBVlO/lgjN8P+2FatlUihluo0948V3VKcaAyJJ/HG+CZGyGiRfLJSjXORgZuOY8g1tbENHI/NgrBwFdC6qSfN67Z+tanzzBnAbW1n/u7hqRDBjxm1zfqN66SEGwXduAIs0adzjbc5qjPdZLNuMnxbWGKL33djL5dk11eWs2Kh26RCKxQKhUKhUAwVKIFWDDhaSiDmE2Jaj+ep+GdJooOJweqQe9+6LYk1rYu4Z6s6e2WrHGU5YNf2lOeU2hywa6fUaXMunAAskzwLW3dSlipJEFaqhNVmXKfkXuWEKCMZZhKN2yR5TlRnl0Dzdgkmx1hemublKkRMoNEq5CjPTDLjkkqoULM6Xa2Vyd5Mtm8ks0hOWWQ1RDLO4C3UaGqPSS2Xt0rimo1MLNXokAJtlq2C7X+FhDIdUqJjQm4YOh9SxkPT/eKXMBGUqkJ1tt9pcVSOk8YLZMHZ3nzOPC768snT9jJAtdoUMQ6q0Bno5DfYCoVCoVAMVdQ6+PmtBFox+AixREBBzlSfM08ooD777fJ4Weqz7ZMm405yMZF1GyEThTnbuXSVlzgsVbLKiZkOJwrzS1al2gPkObZui1hnYdcmYdImC4uJryTMXRQDHZPjiuhD24zkavfzlOgUiTaET8bCWAJdqULNsL7eWhmF/iCZZgW5SiUV8NhVIs9k+66Wya2MyjhZu/n+m31i1TgmqYIiJzHGcTRymkQHylrZxGGmk1Sosz5LLmflxsab/TkemitslURGbvZ6cyy32RasEZ0H/n77ZDqvbnTeWA2S7U5+ACsUCoVCMVRR6+DntxJoRXG0mtir3cnDisQ/h/o6hDon83ZojFDiMNrmq8yu+szHchVmt+azq0yGY5r9zN1uIrCMbNsZ5DmO4xXkmQkzE2IkyfTOIbZws7KMhBmzY1v1WcxjQh1vc8izoZmyrUgW7mGoQBsCjfvxH1v+o81kGrfFqnPNEmlWpOnjQYt3hP0SNTr+EGWW7QCJJvtzBokm9VeQZKFIkzotbOA2zllm5aYLySLTSWIxVqXpLGwis5AKzQyeD5h890ylr7AKXYViScXsZmnjNiS9hczdnfwAVigUCoViqKLWwc9vJdCKoY1UKasM+7aPUObterHPcl/fxi2Th9F5xDOnTJVDlNMKc13rNh0vbduWGb4LkWcsXWVUZs66LckzK89SdZYkWpJkXpdqM5FrcJXnlAqdldzKoGJIKiUQK1dj8ouWbKE+I3COyjSRTySc1r6dEGkie5BYuq0aXcJx4g8qi0TTZi5zJUk0kneTLMzJuE2DCWItP7NMG3di204p0OY7bbNy2/JangptlGdLhhtVoc1xnFhoiVbimxt50aVQKBQKhUIxyKEEWjF47d59ad+W4zcwliXLAfWZkaU+p8iyzaidVp9DxNrGLPsKtEgallav88lzQpxjFdonzzLWuVJKSDRaq5k4sxrNCjSv+zHQcZ9EpcxSopEUUxZuioHGRGZVhzg7UylWn3trsQKN63hOuBzHSNdii7exdJNR3OxLYi6X6coi0aQql1wSTTWf4xJX9PFzfWehJNM4XErLs3InnznHnQvC7GyLSasl42zT5rrQhjzT58lh1BwPHQXioH2l2W73akLL/Xhu46Lbb+OOc7c1T7I1bZlCoVAoFP2PqIOf30qgFYMn/rnd9u1QBu5Gk4f5paq8MVLqcylbffZrPydJpMLqc1BhlnZh3m7O0yfNdj9p2+bLNdm2mTxjpm2ZLIzKR1WqNr6ZM2tbG3epliLOIQWaCbPs435Eru2XFOGSKWNFFu5egHLM/HopRTUEyTQfA5eRPJcrbOkuUTw1KtH0Z74Ub6eM1+a6LdvFe1X1SLSxW1sSLdVkJslsv2ZOy/HK3Mb7OSQ5rELTZxXlqNCSSJMrgeOjSy5RNsukQhsym9SL9mzcoUdYHRJsbdyyb5M27k62gCkUCoVCMVRR6+DntxJoRf/EPzeKABEvWroqaN/2k4f5RFratwPZtqWdO6nLbBiS3Z4uWwXcxmWsuFRVqGyV6ReMfa64bXF5qni91uXVeebSVXjsrjhRmJNtW9q1u2qZqjNmwK6Ydd+6jbHJaeW5GhNoS5prMfG2CnSiTFdy3jtWoQSVWkya5+uaDcPLvUSsa5USVOmPddkj0WXoqsVKM1m6zXa0duN8TqkLalGNiDPuX66h1Ru5XhkrZUHN1IjGBGP0mVTjz5ASeOFRMC7ZxDvbFxNVU28a++GpMm/k5N1JqDTNOAM4fR/spTPlFl9NUwJL0HFTLwughN8PUdKK1HBWv00ZK9orKT+eZDaThJrbQzWhbWnoQIkq2i0paZULun8mEzf/G8pAJz+AFQqFQqEYqqh18PO7n1mRQtFH2bpbUZ8D5xGMfZbrMgZaWrGpjcdIrNu8nsq6nSprlW3jlvbstKrtZeL2EovJbNvStp1FnnGOmbaZPKPijLZtJM1InoeZZSTLqBIPq/TSMk5IvJH04oTbusQ6T9hG7ZVeZ5J9Ebh/d6kW71Oq0jKNL46H+9A5GVJPczwvc47xi4D4OtASzi8GUGWnySjxVoG3Zb3ie8TlwGw8OX0XkuRrTgkxqfx7n4nzmdrvQDqxnP0OefHy8juWvNzxwgDM99Rul8v+v4/QiyT/30cOSqF/O42GWCgUCoVCoVAUwJlnnglf+cpXYOTIkbDooovCTjvtBK+99prTZ7/99iO3oZw22GADp8/s2bPhe9/7Hiy88MIw33zzwQ477ADvvfceNAL9taMYHGiTfbvh5GGyXSYQ8+CQEBn7LMd0LNiC9NjxXbtuvbjnYKyzJGpOe2LbTpYjx6rNhI/UTGNfziLPqBzHhLNq7dpMmO2cSKpLZJk045zIbskQ4kpvTF6JBCckGUmxnIaLfRG4j0+siZSLcZmkd0kSjeTZnCu9DDAvAGIiHVvQY3U9CpDo5CUD30N+CSFjzuVLCnvvA+2WMPNLFY9oB78X8oWL+B45JNt+D4XenPXCqB5ZlvAz09cr/ZbTXiRnQSquvYlJoVAoFApF/6LWz8/vRx55BA499FB46qmn4IEHHoDe3l6YMGECzJw50+n3ta99DaZMmWKne+65x9l+xBFHwG233QY33XQTPP744zBjxgzYbrvtoFrNShaThlq4Ff1j3+4LCzhZqAsoaP6P+AySHNw/I/7ZiX2GHPXZJ0KZ6nO4jJWvJqcSh9HE6mhCkGXysDjmOd6WKKxJcrAs8oykk+aGYDIhjeOcY4KKy0iy4/hms16KrdyxfTuJga5AYuFGIIn1Eccq40dmFOhSL/QQuQbojSpQjSIok327DFUT81zGiyv3Uox0DcenMlWxg4Azd8eJxuJs3eZLQdbkKn1GxrdsMnRj4rG4DS3PnDzMfJCcdIyXcZH92rIONA8r2vgwKRLN6bS9GHeyhsuEYjbpGJe4ir8zNiM3xyIHYqGtxVxm5yYrukwOFkgmlhULXcTGXRCdbAFTKBQKhWKootbPz+97773XWb/qqqtIiX722Wdh0003te3Dhw+HsWPHBsf49NNP4corr4TrrrsOtt56a2q7/vrrYdy4cfDggw/CxIkTC52LEmjF4EMj8c8F9w8S7SxSLzNs17FvIxJ1ULRnWXGDx8tQn8U2Z3socZjXh5OG2YRh4Nd5jolhFnnmSarOCYmOlV4kzKgUM3HGuGZcRmU4iXU22zguGuOoA8SZgeSb7qW5yNhu3UPEGseqljj+OY5n5hhoDASvVCLoqVXoWjAOGskzzodFVZoTZG1mKEOFyCE31iDCBGSUY0wkF8OYY0OU6ROkElaRKWGVZL2mZVnCSpBoSZqzk4jJ74shyza7ttnXnLktYcV1oW0BarlPkkAskwjzC6IiWbMbzK6tUCgUCoVCUQ/Tp0931pEA41QPSIYRo0ePdtoffvhhItYLLrggbLbZZnD66afTOgLJdk9PDynXjCWWWAJWX311eOKJJ5RAK+aS+OeittNmx/KTh/nnJZOJebGnzpiehTfuWy+21VOss9TngO1XKtlB6zZngSYixqQ5Xec5aNtGq7O0agsiXRZxzpw4jIkz2q1RcU4U6DjxGIKWUdEWyav8DNwIrstcLmF6L4DhpR7oNbbvnqgSK8pQgioeE5OIlZBIR5R4jJTmcgQ9RKghUaO5vjETZ7FcwQRh9HImbsRM1yxUI4mmRGKyvBXeTqM4M1G2WbiJZCdzm03btPkvQ0KkOa1OG+LMt42zcfN4MiM3fq6U7EwkCpOk136Po8ZrQssM2z6RZjW6yWzcWG4Mp2bRyr4KhUKhUCiaf/5GbXh+o/orcfLJJ8Mpp5xSZ98IjjzySNh4442J/DImTZoEu+++Oyy99NLw5ptvwkknnQRbbrklEWck5R988AEMGzYMFlpoIWe8xRZbjLYVhSrQiqGFLBJMm1L1ecL27aLHCSUdy7BvpxI1cfIwh3zn27cz1Wcmy6w0O9tMfK5hWC6J5rhnjumNCTWTZ1wOKs8Z5LlLkGZO6CWJM9u0mVz7pNlfDt93o0CTnThWpFGBZmKN66hGE4mOyjGpNnZttHCjrRu/AqxGk1Ob7dYBEl1hsocZo9EebuzOsZU7qbnsvKjgWtBMWk3a67gEVXwsujxJor249oZUaGHjjuhzS0hsTJYzLNdk0ebvoCS8wsbtk+lQTegWlWfKxu3/uxSgbOr2jVTjaGVfhUKhUCgUzT9/a214fr/77rswatQo215EfT7ssMPgpZdeohhmiT333NMuI7Fed911iUzffffdsMsuu2SOF5cKLX4tSqAVfa8qtxj/HLRvZ1m6i2TfZtU5pD6HFGcuQWWXE4LtECtTpsq3Y8c261K4dJVZt6qzX74qo4xV3JYkt7KJxLiEVSWJdS6ZZYp5rhgrNs5Nsi1r1xYxz2jRHlHpdeKduw1xxrZ5Kz0ptTlejuesSiOhjm95TK6lfZvV6dAfVDxnxPzl2dBr4qGRLCORjtVmMY/KMLvWBdVyOY6TNvHQeK64HY+DFu7eUsXMy9CLfQ1Jx/JWPdX45QKWuKpWy1DlklDEicuAVbUk8aWzw0tBBdsovfFSok77YQBMY51tbMM2PVJ1oJmEm3rUMTGPVWiyllNZK0PqqQxXrE7TuihplajSQlXmfwv8Voa4s0+oPfLsEHQ8pqgH7aMg8dYYaIVCoVAohh5qbYqBRvIsCXQ9YAbtO++8Ex599FFYcsklc/suvvjiRKDfeOMNWsfY6Dlz5sDHH3/sqNBTp06FjTbaqPA5aBZuxeCt/9yqfTuPRBfZN2f/oPpcCqjPocMGFEcnhtkreRXqay3c0sptyyoZlZKzSZfS5aqQLFIG6kDCME4OFiLPnFk7Xq5SO2fWdqdeuzyi3EPJwOR2tGbHfdITbsPxEbR/Se7vjhOfA2b4rjrnheeN58rZuVlBd7KIG7U9vheJCo8vFvDesEIvLfCxEszZuY3yT58LOwFEiauQjT9nSrkLpNWfv3dyHNvGzojAd1XEyzvf5SL/rPNKVIVeSmX1VSgUCoVCoWgRKB6g8nzrrbfCn//8Zxg/fnzdfaZNm0YKNxJpxDrrrAPd3d2UxZuBmbpfeeWVhgi0KtCKoVP/uZ2EOg/+b/+MckDypVuqLq+/vyRLYp96pMqxdpvxmbA5/UTcs10nZdSUqzKEmMliQqKN9dovU0VTmjxTzLPJtJ2lOsfLMTm1Vm6jRBNJ9ey8bOdmmzaiagh0V6kXoNRLScPICFyKrduYTIwUaRELzYq2tRNRFu4SKc+OhVvMOTGaJbzVMpFntnNXyd0dZ/ImZZ8t2qQSs63a2OT9z4vfn4Q+Uy8mmvcPfh9kLLS4b/YYUcCuLVzbrD47ScWkKu2pyg1l4/bRhN1bY6AVCoVCoRh6iPo5hwmWsLrhhhvgjjvuoFrQHLO8wAILwDzzzEPlqDB2etdddyXC/NZbb8Hxxx9P9Z533nln23f//feHo446CsaMGUMJyI4++mhYY401bFbuIhhUMgFetF/8WqYhxx+12AezpeGN2nzzzeFvf/vbgJ6zYgBUbla3sspR5RFlv8att186ljlj2UselibU9ctX8f5Ou2jLItJSfXb7iprPNu45ybjNqrOvuMaxykmZKlnn2SfPjvqcoTq7ajO3xZOvNsfqdLwNl227SSLG2331eZjp4yjSVD/aU8XNiwCrRvtKtLCvxy8S3NhwfumALyH4nsYENam7HVSh5csS32GQ9bKEv0/OJF++cLiBF6rgKc/8HiL1Xc77txGK+W/ji6y8+uxaB1qhUCgUiqGHWj/Xgb7sssso8zbyPyTIPN188820vVKpwMsvvww77rgjrLjiijB58mSaP/nkk0S4Geeddx7stNNOsMcee8BXv/pVmHfeeeGuu+6i/YesAr3aaqtRHS6GvJizzz4bzj33XLj66qvphvz0pz+FbbbZBl577TXnxiiGkKrc18gkDOWmsm/Hcc6BsZu1bwfafLJl/76UQ+qzsRP7dm9Wn9l+TO8dhHUblWFK/oU2bVnfOUkYFiLPHPOMZBUVZ1eBjsk4tdEy135OYqG5TBUiVM6KajrTfcY821gHGktX9VI7pguLs29jfuxEcY6VaVyP1WFSso2I2hOZYwYU6FqtZNVn/COO94PmdE9rVEorvn9+QrH4OBxvnKVCS0W5FEoexonIhFIdJ5Qz5bJyYMdyVGZTD9qck60JbYtRN5GNux/KV6kCrVAoFArF0EPUzwo05X/JAYqr9913X91xRowYARdddBFNzWLQEeiurq5g8Wu8aeeffz6ccMIJNovaNddcQ2nHUc4/6KCDguPNnj2bJr/WWPeISv/H9w5FFFSbcgm0d59TfeX2QAy0Va/4XDwFmj5L/EznNVZdqabhCxirFsukYZSCOZBAzJCsStlmx6YMzbhciUl11CX6c9IwSgYWb5PJwaxabBKI1brithqOZe3WuO4mCqNlu5+3HS/XJieLx7Vxt+b6Y9s2QBcmesJTR0UVkByWiGh2l5CQAowolYiYDkMiDSXoqqGFGWBYFMGIqARdUIYuJMxRGbqMXbobqjAc6yUTgUbbdgmG4RxKtNyNx6Plmjkmmazjz6iUJssSRIIpC3cF5lCZKWzpiskzlqnC8SiBGNZ5RksyUnMsNRUnFStjhm5KHGb+hySY6j2XoIe2V8wUb8OzxrHxvmBSsS60iJtlnFfKJUoqhqWw6G1pqRx/tlVT/koEJNN7DbJbl6Bcie87cncpHNuE2jWzzWTspvZY5I7n3M4Tfo3xPYBJHBb3iQk9r8fVuExbFefYbuaYh02s80TvM/BaRFs8BreV3W34rcGs5bZv/LlRIjFOQMYPOC5lhevDipe1UigUCoVCoRjMGHQEGrOkoUUbU5ivv/76cMYZZ8Cyyy5LtbzQ6y4LX2MfLJCNha+zCPSZZ54Jp556aqp9n0t2JMleMfdg37O3HOhTGPwgwtT/h+V3hsmrrGKo/t+P7DIS/uLmmjaiMlj/Wg4dfP755/CHvX+d+Qa6lSyeWge683DvC6cN9Cko2ow3v3mc3tO5DG8dcvRAn4KijxF18PN7UP0kRMJ87bXXkj373//+N1m0MSMaxjlzoDgqzhK4/vbbb2eOedxxx1GhbalAY8Hu6w69A2C2KtDtinUsWsIq2I/7ZGTgJgXaV5+5T7kEw+bphn3P2RKuPebP0DPbKF1x6mlPdRbqMwKlVuzjq8+4TMq1WaY+KMbheABRF+8jlGeccL27lKk+k5IsFGipPoPY5qvPOKdttM6lq8wy7tuN5avYyh1RCagyla6qQXd3lazbVMOZ5rF1u7sSW7SHV3qpZBXFO1fcpGHzdc0xsdBuDDLqtvOW56Ts27iMlmtM/EXrJoEYJRez5aySWtDxumvH4T/EPdUR8PHfT4UFVzkVSpXZNNocozbjGWAiscio0phMDLf1Rl20jNt7sFxVVKH12VE31YTG9dm1uK1K8zJ83jucxphD27GcFW4rU3+cz+6tkAKNijQp0KhGV8tAgmsPfjCYdKsUq7isKuO8J64VXaqWkjYqewWAVblsG84jb52Wjcpsp4j2K+PLD6E6o9LM2+PlREWOj4c2c1Sga0Y5xuNxH2yL941VZ1+F5n2Essz7OetGgY4/wGRbQQWaospbcIj3nblcMVgxYT0l0HMT7v/rj6H2wYoDfRqKNqI89nV45C39TOcWbLbM68H2qIOf34OKQE+aNMkuYza0DTfcEJZbbjmyam+wwQbU7he5rlf4GlXqUEHunllVAJwU2WjA4t40gabttXwCzUSY+vh2brTKlu1n6hJoE/vp2bTjuGEkPRxDLOo/WwJtlsm+HcfJsuWaOALbt4nQCtJMtXw9G7dxwiJRRq4Vx4zE5NekpKLJ8BsCkWazgd2xOI8wUVXcw+wX/w/jXzmJGJJUzrqNscQY01tD0ozsi2pFV6GEfcpVGFbpgSol0uqFWqkGNerTS9uj8hxic9ivVEomJMhd5TkOeUZyjcdBojys1OMQZ451jrN0p7Nwh8DEeljX51CuzCZ7dinqojmSZybSaMPGm1WNhgFEcyCKuiCKKmQ9x3kNbyTamUsVWi+XK1BGglyK+yGq1S76jKvVCtQqNeiBClRL8bynDNAbRRR7TVZucy/RJk4loPF7QDWXk+Bm+x4GL9O817AfD36VJFmuCUs3k2tLiF0CHW8XhNkQaCbU5Z6YLMek2WyTBBq3IcmWRJlIdy2bQFeLEOioPoHm5ay633WjvrNhs64rFAqFQqHoN9Q6+Pk9qCXY+eabj4g02ro5LpqVaFn42lelFYqWSl/JmOm8NlmKqkD27WSsQAIxsU32d+YieZibzdmwM6RyJS95GAnxnE06bueyVbbWs6j73G2Xaxl1nmMVuhIgzzjH7Ng+eY6TjcX9h0FVrIcn3D7MxkzH5xNv66X4a87KLZOWyXOw2+jcRHZuk9yMx0NlPU6iFidGk4nUSN82GbhRuedlTgjmJANzJvN6w0sG53zWWYnk5DzV30tK52fjzvpr7n/9y008AQr8G8rLsq1QKBQKhUIxN2FQ/+rB5F+vvvoqpSjHYtlIomXh6zlz5sAjjzzSUOFrxdACqc8N79TCG63Qvjbrtuzndont33WOm0Wc88hUsAQSZ1P2akGLjM+SLKeIsyGHyRS3IVlmizWWf6JtprZzMkWZ5NkSVogJbUx0XeLM5BWXmSjLick1Zcc2BDre1+xjakpzBnA8VkzS3XNhwiz3S8h2fJ3OPeB7IoizvFf0QkLU0gaPUPsvOOp+1vLliPwOWfLtvphxvp9Z7ZBdziqUUT64r4/Qd7rRf5N1/j1yFs9WJoVCoVAoFP2LqIOf34PKwo2FrLfffntYaqmlSFnGGGiMWcY6XmjTPuKIIyip2AorrEATLmMisL333nugT72jMWhLWDVAqK19m1GEI3AWbf9YUjH01MOQYk1zqzLXJ9TOsiHIVnUW5C4+dEIMJQG0dZ+5BjSSZ0MW42VDOIV6K2s8Z5FnJqsxSU7inWPrdiTWs26ppZPJujn/eB2zZqOluhbbt3EcdCKjAkrWekw33UWFrqzNm0h3nKGb7wW+IMBYZnxpUKuW6JqprBW21zCDONqSzcsHc+/4RQRlOWeybMqFyc/ZLVeFNvo4Izd/3ra0lShH5c+d74foX6icVVZAkixH5Zemwg9EuqwpsgLvaYNhLjROY1FNGFuOZcKaRSsJTBQKhUKhUDT//C116PN7UBHo9957D/baay/48MMPYZFFFqG456eeegqWXnpp2n7MMcfAF198AYcccgh8/PHHlHTs/vvv1xrQgxWN2Doz4p/rHiLrGL5KlltmK3ubrP9Mcy6TVXB/dyx32bdpy+W05ZsJm2ffpu0cZJsQaUmobe1nQx7ZqizVZ4pfZmXZ2rkNIaYpJsRx6i5T2zlAnmP1NyHPIeJslwP3yHI4o7JjmSwsgYWxz7U4Ujz+XhFZNkHjNCbH22IPUw/KoAdrQJkDIjmmZGBYHAtfFNS6EuXZU6Ex3jkm0hxCb+os0z2NSbQtdea82IhPyifKtMzcMuslifOZp78//ksWmYONa0FzX6cedLvqOxfdh5P45cQ+KxQKhUKhUAxFDCoCfdNNN+Vuxx+tp5xyCk2KDkJRQl2vn8zAzevBrOClwsQ62ccjvbZfRgy0vxyy9oZItkOa00RM2rdZNWX1WdqQUzZuuc5kOWDdjqeI7NncT5LnhGy75JmJM999zNEWAlJdkxfLrMcvA2IFOlaSK5jUi4hcxZJoPBtK8EZH6MVU6XFdaFKskVLj2cYvBVCtppcG0p6OtZvFfSAlOsI60DivWEJNxNko+/H9ThRmIq32MzHMPugaCHz2pnuKOAeIdAj22HK8EKRcPUhgS0y3sL9CoVAoFIr+RdTBz++GCPSdd97Z8AG22WYbmGeeeRreTzH3oe1W72bH42zcRZGTQMyHn0AsPZaYlxon1FKJduzCTOqEfTu+VGPxNsupyYt9tupz2VWf2bptybVps0RUkGYZ4+wrzkicKx4jlLepZvrM4XM2JNpUgPIIZ9WSaCLJdDNiCzdavCt0VhzLbWzcSMAx27hRoeMXA6w2CyIdxdeS3ENjj7f3WTJWL/bZqM/268H9A98DJr7Mn+X3yNnDWsTF08bJKB8lN6zqkeWS194sofbVZ15vwrYt0Woc1FCOoVIoFAqFYqgi6uDnd0MEeqeddmpocFRrMIP2sssu2+h5KQYa/ZFVt9Fj+CWs6o7f4D9Mm15Z7Oufos1+7KnEpi6021f0N5O0XtvkYLavWZex1dxu2pLj4SSyb2PGbSprndi30bZNSbdMQixc5gzTOKcYaBP7TIm7TP1nP+v2iHKPs47qMxNqTuIlbduYDEwqzpI0d4vPBMlsCKgUszV/eAkJLcYyx9dJ4xkFmsgwRDAHy05FsfUc60H7w+K5OuPTjYoZOV5DzcS/EwHHOdrFozgeOlagkXRjubK4XFMUlW2WcyozxmzXfHbSpk2fJYvRqezp6fhna/U2icRkYrJEYTbtPmeVXNiQWzqfqhcfjQ74WhIrnRs3LY/ZR6+KO/kBrFAoFArFUEXUwc/vhlkSlpGq1WqFJkzwpVD067e4lQzceSg6rCTNHvJinX2bt7RsZ9q37fESSzE1BRRTVpwRMv6ZY595mUtDSes2xz0ncdAmbpqzWwvbdlx2Kk2ey4Y8swrcTdbqUnDiPogK7ROP0V0C6BaqtqwrbbNzGyLvnm8Sw21t2xkWdro/GcvSFi/t0jIbt/u5uJ9T+nMMzLOs/n5cvN/ufHea+DfQhkzcQ6mU1aWXXkqVHUaMGAHrrLMOPPbYY7n9sdoD9sP++EL48ssvT/W55ZZbYNVVV4Xhw4fT/LbbbnO2P/roo5Qkc4kllqCXy7fffntqDExchyFK2AedW5tvvjn87W9/a8MVKxQKhUKhaBca+sWD2bAbsWN/61vfglGjRjVzXgpF/6KZ3/4N8JQscuyPE+wXIk+BjM1u9m3TZJJf2SzWgjDSuhf7LLcx6aRlQbg5Flratnke75cmzzERTpPk0MR94vMrOSQ6HtMl0Xay9af5HPmc+aWAWRdlreKXBnxv0qWtZNw4w7d0y/uf1OQWn22WRd/77FN9AttlXfFUbL1HnjPLYIWW4wvL799HIDt9i1MjuPnmm6miwwknnADPP/88bLLJJjBp0iR45513gv3ffPNN2Hbbbakf9j/++OPh8MMPJ8LMePLJJ2HPPfeEffbZB1588UWa77HHHvCXv/zF9pk5cyastdZacPHFF2ee29lnnw3nnnsu9Xn66aepdCOGQX322WcNXaNCoVAoFHPb83vIWrivuuqqhga/7LLLGj0fhaK1GtDNlrAq0B6Oac4fPzOBWB5xCti843YRa+ucQmLb9ttt3WImz1JdFYTXWWciKsiyDyah8bKxidt46DB5pmOIk8f28E1L+uEYlLaLwmxl9m4TV0x27vi6qhi/TCp0/Ec5joOO2ziZWA9GRpuyVhQ/bYkz93VfNPByyRJqeX9FDWgvillm4E4+O36r4X3evBwVI9FZsJm3M0MTCmbPZmTFTbfZ2t3fSUiQoO6///5wwAEH0Pr5558P9913Hz2vzjzzzFR/VJuxtCL2Q6yyyirwzDPPwDnnnAO77rqrHQOJ7nHHHUfrOEfVGttvvPFGakOSjlP2dUTUH4n9LrvsQm3XXHMNLLbYYnDDDTfAQQcd1NiFKhQKhULRh4g6OInY0PHcKRT9hBRxrpc8LKQEGqWwLvIUyTwSFVI7Tb+EOIvmgIoak+ls+7YsWyXt28k8UZ8RVhnOUZ6pX4lV5fT/5HY6T0exTlRoTi7Gx5U1p30VmlXzeJuoTW2uje+HvS/ihYG8Z/nqszf57d7nmFsL3GsPjlMPg+2lbl5GexNH3vwUjzN9+nRnmj17dupYc+bMgWeffRYmTJjgtOP6E088ETw/VJf9/hMnTiQS3dPTk9sna8wspRtDpOQ4aAffbLPNGhpHoVAoFIr+QNSm53fHlbGaNWsWvPTSSzB16lSKeZbYYYcdWj03haI9aLIGdKPIstUmx6oz9/t5y5lj29JVgU0h4uyt05yJpCChDN++zX189TmdcTshz3FbQpzt8VMXn36nx30o2Rf9tY2lVkz8TB9tFB8fleg4G7ch4lQ/Ovm7hOdO5a4ik9lbWLZj1Vvcl0ActC/iJlnPKY2bd+P9vNqBzNoNtNWFzMRdD/JCmilrVU91bjErd7MYN26cs37yySenSh5++OGHUK1WSdWVwHUkryFge6h/b28vjbf44otn9skaM+s4vJ8/zttvv114HIVCoVAoFIOUQN97772w77770g8IH5ggBX+kKBQDgqLW7yaIdZL0q0GKk2fd9vuk2nPUTr+rV+85mzjH5JG3yblVcjPs27zNV59pDKMS+/DJc1YGbt/qLW3e1GYIc1VYuTFrtj0vJNLWxl0RRFoc27Nwcxx0r70vguCX4mOl72/w9N160Bl27kZIM2XIdli7SFTHNvZQRu5BXPe5r7J4vvvuu07ODVRvs4DPKHeMuMZ3I/399kbHbNe5KRQKhUIxEIg0C3fjOOyww2D33XeHKVOmpLJvK3lWDDoQ0ShArFP2bI5bTf+ALfybP9BP2nad9XoW7gzLtl//mRGKe04Shwk7s0wOxlOGfVtm3vbVZ2uvFuqzJM9JLeZy7iSJNO7bje1iLGnlxmNzNm57HcLGzeq5nxiNbeq8zNZtP0N36IWEe++TufN50eTuk59dPd/inUJWe3kQBewUeJkVtWFCIHmWU4hAL7zwwlCpVFLKMLqofOWXgYm8Qv27urpgzJgxuX2yxsw6DqLVcRQKhUKh6A9EbXp+D0U0/ZMKH+pHHnmkPtgV7UVfKy3lHL9zX6DFw2RZtnMPGUgohpBEWoLJZR6kfVvau331GTLIsztWGcrnfASlcz8KxkBj+7BzE2eLtHwnbe7xecq/hkRRl33Zvu7fi9C94kRioW1t/y4UIdGtHqPDMGzYMCpH9cADDzjtuL7RRhsF99lwww1T/e+//35Yd911obu7O7dP1pghYFktJNFyHIzZxmRkjYyjUCgUCoVikFq4d9ttN3j44YdhueWWa+8ZKYYUSnk26A5ALrGpYwMvOmaof6qEVfDwYZIXJNFCiZXrHP8cGqMeYXX62wRhhvqWS1D5+Uex/frIWMWj5nM/hvLPP4baUYuY/bIvEgl6NXAOro27ZLJvh/ZP4p/5mpLlWirtenw/6910VqJ9J0OB5f5EkQzbc6kFDF/8YpkpJMBIfK+44goqYXXwwQfbDNrvv/8+XHvttbSO7VhWCvc78MADKWHYlVdeabNrI77//e/DpptuCmeddRbsuOOOcMcdd8CDDz4Ijz/+uO0zY8YM+Mc//uEkDXvhhRdg9OjRlOUbbdpYXuuMM86AFVZYgSZcnnfeeWHvvfdu+v4oFAqFQtEXiDrYwt00gcYfFGjhfuyxx2CNNdawb+IZWCdToVDkZfN2502hSRLNCJHjZlCETDtk+MgxRNHLRKLjdTh3Gq1Xf7gQ9B6+CMCz4f1rToIzN18VJRGDSuD84hJWNE4gZjjU5m+vzzcLEOwW0PD3pA0lpvoFrfq4GtwX6zVPmzYNTjvtNApBWn311eGee+6BpZdemrZjm6wJjcowbv/BD34Al1xyCSyxxBJw4YUX2hJWCFSIb7rpJjjxxBPhpJNOohfLWG96/fXXt30wa/cWW2xh15GQIyZPngxXX301LR9zzDHwxRdfwCGHHAIff/wx7Y9K9siRI5u/PwqFQqFQzAXP77mCQGNdSqydOc8885AS7SdTUQKtGHKYSxP1ZNm56yErgZjTJ2XnbuAeChIdXfAxlOZEUPvhaCghme71z7cMVUNhyxnKc7vgk2kiz/UO10xyuKw+g/lr2BekvMU32M28gUKCilMITGYlsJTUc889V9eVhVMWNt98c5t8LAv47MTM4X72cIVCoVAoBh2i/n9+D3kCjW/a8Q3+j370IygXzXqsUCgGLYqQ6vYcR/y9OHKMJc/RMNfOPVQQl7FSKBQKhUKhUHQCmma+mNwErXBKnhWKuQOyHFTfHkco2+dOs+QZ57g+1DAUXNKD/f61OikUCoVCodDn96An0Bi3hTFeCsVcgz7+JV7yxmdndTMJnRE0XNRcggcmyzUvUZZENWcbbScrdTxOMs8+IRm7TCTaxDyjbTt6e3mak51bZOCW/XF/HF+O41urqxl/0mQ7JhZLjS/a/O24HtrHAZ1HRp8in29Uv3/D35O++D73wZj8HW1lUigUCoVC0b+IOvj53bSFG2s9n3322RQHveaaa6aSiJ177rntOD/FIEdUi9qbiRt/oA+hWGQKly3lkY30xjr5qlJjhvrXGyM+fPjEQmQQCWY35q5G0lyqWsJZpSzWcZs/BibwivfFclWS1GJ2a4+EUh3pMlQjzI5djktYYbbtH45ObNtHjiGCXPn5x1CpVQA2iUl3Fo2XZJ0JPC/j0fAFAF6HJM/ypQD1yyDOoRcLeD/rqvQ4RjBteoHlvH3ajfbkjmsPsu5ZI/srFAqFQqHoX0Sd+/xumkC//PLL8F//9V+0/Morr7TznBSKvgOmbO7PkP0WSVCKKNMfq+xBSZQmWyv+UXL7IfkjklhySSKS5K46f8OwDxJgTCwmyWpMpCPLyTj/tVSJcVHWgkYS3V0DyrYdHbmQy+aOHB2nCut11Wok5cn+qEKLc/NU8OxrcMlzMr4k2NlKtL2cKHtbX30XCqvPamdWKBQKhUKhGJwEGmtkjhs3rr1no1D0JaIaFq5uThEPqMm56nNB+DTXIcwFyRCSZdoP54GdLHGWbYZII5HsEgSzu5So0LRfTsFgVHYrZhu+l0BFGi3V3YF7QgSYsnojDS9Bz1ELJjWhnX41gB8sCL3V4VTGSirQvn07vjbvWqNSynqO1yOJccjmLRVnqTLX8ixG9kVFeFvo87NEOKRCt1oOYoii1ThmjYFWKBQKhaL/EXXw87tpAo01MxdaaCFYa621aEI1GuezZs2iWplIsBWKQYOi1nBJmNtlJc8gUini3Kidtw7h4tjdit8WUGotoZYkWhBOUp8pBrkM5SiCaim2bcf2bTxGvIwnRKSW7l+4BnRMipHohn3EtVScs7teM2Sa45+RvBNxlkoykf80meY+eH1ErJ3YaDdOWr50IPt2FplmIh38jOKXG42qynJbsB89tTKePvK2yu0DYduuFThoB9eRVCgUCoViyCLq3Od30wT6n//8J7zwwgs0Pf/88/D73/8e3n//fapjOWrUqPaepULR6I/2IqXVWDZtAEx8MSFY1AjBDimP/rbMdU+nzvmD5SZmiNKEUNi3a1HNaZeqdExwkTZHRKh94DYkzXj7iLyalw6kQsd3yBJ3G6tMzXEstCTEPrmWcyTP/EeKkohFPpH2k5i58c+0bOZZidNQneb94/uSb+OO72/W/Q8T3nqEOJtkextCn/0QfgAhWk0kMpSTkCgUCoVCMVQRdfDzu2kCvcwyy9C000472bYnn3ySsnOfddZZ7To/haJNcc9ZVtv2Kc1IgogI4VQDSOWh8kl0g9mZeezUbqKcj38lrJzyewKfSMdtMcFE+hnbvZNEYphYjBOJ4VaOg0bERDu2cVeFCt0tyC8eh8i4R6IZPpl2SlwJNTpWnKOg+pyQ37TizCBCLcgxZRA369zmWLeF7Z2XU1zWJM8Iqs+Bh0KIRDdCpnOBN8I5fk5feSHN+Kfq7eOfi0KhUCgUCsVchLamU9pwww3hggsugJ/+9KftHFbRoYiK2D/rDhI1UV4qCs9rgf7GSptFhCyptv1z5oHJEnKaSt6yS+DkvForQQ0noUj31mIVlkljb1SG3qhiyGQJenDZEE1cxj4474m6YI6Z4/ocnCNtpn5lmANx3zmA67gPwJwogh6IoAfnqHTjsilFhes4ISHuiarOFLfF28GQZdyP2iCKx40AejCO2ijHeA7xeVWI4tO5gjxvbI8t3nwN+JIgvrZ4ubeG12PuSS2+HjlxBm68r4nKL0uJyc/Ge5mS+uzcz577lbwYaSdeuoBNKpN4NxKkJIsrFyHCjYybu72FSaFQKBQKxcAg6r/n95lnnglf+cpXYOTIkbDooouSiPvaa6+5pxNFcMopp8ASSywB88wzD2y++ebwt7/9zekze/Zs+N73vgcLL7wwzDfffLDDDjvAe++91z8EuqenJ9i+wgorpE5UoRj0aIarN/CPP2jhDSjRWVZfl4THZEzGTUs11Olq4oMT+7Ihhaw0O21lZxuXgPJjptkizdmr4/jjeAyuDU1KManDRjXGuGmcWE02ynJo4u3xsYTyjNdiy08ldaiTY5ad2GckxHECsbD6zAjZt/k+MFmW8c/ypYR7s5OXGkmb9z0p4kII9efvAebBEwTdJ83y5U5m7HRoOb6w/P5O3/YFVHdyHUmFQqFQKIYqon5+fj/yyCNw6KGHwlNPPQUPPPAA9Pb2woQJE2DmzJm2D5ZYxlLKF198MTz99NMwduxY2GabbeCzzz6zfY444gi47bbb4KabboLHH38cZsyYAdtttx2VaO5zCzcy9lVXXZWSh6299to0R7Z/0UUX0cUoFP2GWh/WkebaTGQ9DrRL2LdqJj13ity4yzSk6cpkiNtISTZhzDbhWBbZ8gVx7w8TE0CHHNqkYbENOyaamBwsThLGicSohBRuLyE5xeRfZcpmXiuZuOGoC6DUG7eTb918HPQZyAuKj41Ksixplb7dCXG2NaVtBu40ee5hok/zUir2mV8A8HK8v6vEJy8NXMu2v8z3kvN3yTa20bufi0ukM1+c+EqzHEMgNxmZ891q4rVu3j4FLdlRRlI4hUKhUCgUiixMnz7dWR8+fDhNPu69915n/aqrriIl+tlnn4VNN92U1Ofzzz8fTjjhBNhll12ozzXXXAOLLbYY3HDDDXDQQQfBp59+CldeeSVcd911sPXWW1Of66+/nipLPfjggzBx4kToUwX6z3/+Mxx44IHQ3d0Nv/nNb2DSpEmw4oorEoGeM2cOnfzNN98Mr776arOHUAwk+uPH8GD7wV2EeGQqchntHtsKxsE6/bOOm+zjWIN5BI/AWdJs43cTJdUlj0wwXUJpCSkTT6PoogXaaTOk1RJZOxYn9IqVY7Re+2o0W7sd9dls6zUX02vjn9PkmTNvs3oeq+K++ixjnflFgUgyZtsS5T1k32Yl33ljKlVoz44tP+Pc2OcsF0LOGI1AhJt76nR4eUBqTbRi/1Ibt0KhUCgUA4OoPc9vJK8LLLCAndCqXQRIhhGjR4+m+ZtvvgkffPCBI+QiEd9ss83giSeeoHUk2+iiln1QAF599dVtnz5VoDfeeGOaGLVajXzonJkbT/DXv/41TJ06tSFJXKGom1270ZJUjaBIGSuhRjtqce64GbbdkPoYWg6pk1bljkwt6HjO2cRYjcaTTBPnZL0qLdxEgiMbGxwTW4w/Zrm9N04ohlm4kZ3RPH5JgEnEsM42xj0TczP3EP/1VwJqNKKWQczYwk22bdPFJ88ce51YuEsUn+2qz8my7GdfFEAGcRYvHujYZOdOsnLbTNypzyT8OUpSXMqZu2Q7ShNn63AIkFpXFg/eV3MxgwwU/d3i/gqFQqFQKIbi8/vdd991KjiF1GcfqDYfeeSRxEWR/CKQPCNQcZbA9bffftv2GTZsGJVi9vvw/n1KoH2Uy2VYZZVVaNprr71s+7///e92HUIxxBHVIihlZcNuBlSGqsn9yk2QaSIlyfmHSlk56jASFd/JnUWSSxnbjb2bx7YE2fSxx6PmuOZwHAcdk2nOHi1t3GmiaFTYEiq9cQkrVqVxOa4CHSFdtQQ7TtbVBcNKvZSoa1gJVWaAYZiRm+5VPF4FS1vRiSaWbtw/r3oYqc1MmuMrzyXPnBiMCTMlE8tQn3tqXY7N23mBELJ2Oyp0ci/TDgA3/tlRkYNZusX3JfD4ySTOPuh7FuXXgObvYqvKcjoNuTlmi+p0qypyH4rjCoVCoVAo+vb5PWrUqIZLIB922GHw0ksvUQyzDyyp7BwGBYk6glqRPk1buPFEUWkuCkwmNmbMmEYOoVD0YaZfZD/i+5uVabiJzN1OjGuqb0YmbrmcoVBmW37ZRuxOSRJlYT2ua+P21lm9NaST1VlrfUYCazJeJzHG8X7YnsQaJ+pwnJ27RNmz8ROgTNqGKMsJ22i7jZlOyHOPl/WbybO1mgvrNp9fEv8cZxSX19lTE9eXS5xd+3bMZd1EYk79Z3YHeJ9rUKEOfQdCqnYdZH6/+tOKrVAoFAqFQtHHwAzad955Jzz00EOw5JJL2nZMGIbwlWR0Q7MqjX0w1Pjjjz/O7NN2Ao2JwqZNm9ZQWat33nmnkUMohqiynLGh+CByjAZ+5GcmLpIveuqV5CGrLGe/4v0hXcrKOJMT5c1TBvEY0l5rCVFS6optualsykyYzZg8t8eplezxSrVSvJ3WSxDhNiZ0WGapVqY5kcBaGao4UWkrLFsVr2NJqzm1CsypdVHb7CrOKzC71mWXZ9W64ynqgllRt51m45y30fZhZpvpV8O5nCpiKjvT53jsqGQnbp9tsmTPdvY149H48bkgUY6PyecXnwsSaz6/2WaislW1Cp0/XieuzzbXP6fK84opZYVqdYXKVpGKjXMuC2ZKhFmiTJ+NWcfP1SzTZ4yfVejz9j5nO/deiJQKTMmLF/M9dl64ZPy78ktb2e+uKGEV+rdVtAY0jVHw33+bYqgUCoVCoVD0I6L+fX6jSozK86233kq5uMaPH+9sx3UkyJihm4FkGbN3b7TRRrS+zjrrUP4u2WfKlCnwyiuv2D5tt3DjiZ900kkw77zzFuqPJ61QtFoLuoRxzw3tJOKXG42DDvXPyrgtunE27fyx66jPGYokD2vjre3+HOgcVqGxPxI+JHHlklGEa2UoVyIiiGUTG411j7ENCWO5jJm4cbkMw3Ef2o9joeN46DnQRVm6KU4Zs3BDb/ynpITzOF46LoNVM7ZvPD4mAwMYFmFrfEXYJstI0a0WmcJ5G0ZdWzXblM+KFWahPJsaz2zb5hrPbO9m8hzXuo6vies90xySOtk4jzJrP7PqHFCf/VrPAXdB0GkAIedBo/HPaaIs65bnJg1rNAN3oyWs6jpDvNJfjULLWCkUCoVC0f+I+vf5jSWsMJv2HXfcQbWgWWnGxGNY8xkt2Fii6owzzqCyyjjhMvLWvffe2/bdf//94aijjiKXNCYgO/roo2GNNdawWbnbTqAxRbhfsLqeAo0XpFAMKSTFldNEnMhIyf6bj5Vpue4RKBMHXZRQJWRMEOKSF/8s+kQecYv3j+OfpZ2bY33LZpninNmqbMg1kkW0SJcpO3ZMQun8vfcX3dAbb6OTxuOijTomVTjHeOmYvZUdIo2x0HNK8X64jucTAscnI/B8IqNGW7u2zRyekGY553homzhMZt02cc84LpHlQNbtrOzlkjD79z2Zkhho/oxSmdPz3sL6L1iki6HZ+GcJn/sW4cIFHCGtlLDyxfBm9lcoFAqFQtG/iPr5+X3ZZZfRfPPNN0+Vs9pvv/1o+ZhjjoEvvvgCDjnkELJpr7/++nD//fcT4Wacd9550NXVBXvssQf13WqrreDqq6+GSqXSNwT64YcfbqS7QlEf+MO7VO67TNyZ48ig1Zxxco5DRJX35drPdRATqXg/qSg7daFpPD6+mPtETZBpSbyJ6GESbFSYa2UolWpQlkRaqNCsRKMKi5wVa0CjfRsx3CQMwzYkxWXKrB1v646SzPpIUoeh44SIcYmyc8eKMSYLCxNp/G8ekODG8wqUMlTnuHSVIM1GeY6JdSU14XWhss4ZxlmJDqnPeI8kcUbLdvzRxRZ593PgySfLyWdsP/tUgrGszzf9vZE28NS2EAH30Yjy3M59FQqFQqFQKFoEOqHrAVXoU045haYsjBgxgsou49Qs2paFWzEXolFyOxhQj1jTPz7vujgrt9hPkmNedrJuO+q0l0WbybSdpwk2k15nOWeSBNsqzykbtyTznI2bw1FjIs0qNJHocmRJIxJqsjWbWHDchmTTUZ+JC/eSem0VaCTTJgM3lrdCG3esFNccIo2oGDs4q9WMmGRjErHkYFWyhmMyMaLkMTk2cybOnOiMCXWIPMvyVNK63WPmHO8cW7nNnJOmmVhnq0STlZtz0fn2bf/lRlhd9hPEcew7t8nvhxPn7MGPf/a3Jd/1LPW6TQS41QzciIzraGh/hUKhUCgU/Yuoc5/fSqAVQ6OUVQ4xzk0kJu0YRJSzj00EGYlRJRD7zMuRdy6ij1WPc68jw8IdIlrSxh3l2bjjpGKoOFMfvAZh+2byLGOh0YbO5BHJMs5jBTqOWUaC2RWycJt1Kk1l7NYILHRlY6GNEh1n6Y6JNMVCE8FFVTr5DEiNlsTZvIlgFTxWoJkYx2PbMlWGSLPd3CfQVLZKKtCGOHPpLmnftqSZLOPxC4a49rOnPlsbt1GdbTIxkzxMfH6pRF85tm0//tn9vvhx7gE12NtPxj/bPrK/RLsSiDXaz/bXGGiFQqFQKIYcos59fiuBVgweFVsS3FYt2qnzaGA8n2xk7WeUZxkHHSRLIg7aSQTmrdNRvO2OCk0kWSjSoSRi/AKAXgbEZDqqRMFY6EiQR1KdhZUb12vlXqP2ooUbS1CZNwX4XgI94bE5m+ZIkONNyTy2bCdEmvoZVZrB6jSDE4xh4jAE1pouUeKx2MJNfUSZKo6HziTPJnGYVZ1NW0yY4xcIieKczPF+Ufbymqc+m3VXfRYkOqRCe4pyrm07x8ad+u7hyyi/j0++PfgJxFIJxbLGKrK9HWq0QqFQKBQKxSCHEmjFwCrL7UStTZm4s/YXbZx1OxUHLeOpHTu3u92S7jo2bhnf7MY5i+1E0JnUuSp0lKFCIzFE+ktWboyVLsUWZo6DriGZZpu2UZ27oWpJdMUolN1ks06IL89RSUZLtyTS8fZiFu6aUZvpHDwFmuOeKR5aZuA2RLqnFm9j8swZvDnuOVbemUTH180x0JZEkxKdvHSQsc90b8EtXZXY55O45yzlOcu+nbJ3e2Wvsizd6RrhPrH15tynmQRigQzcuQnEisQr5dRQL4JW9lUoFAqFQtH887fUoc9vJdCKoZ1ILPTbPY88c7xznGVLtMckkQReJEZl19LNyyWqDVWCiLJy4Y6mPnPMV+Oa2CW0VBs13VOh2VprTo5iqhO7radYs8jN3N22c1pv/K+xb8dLiZqNvLOKKrKRk+maBSmsoDJcg4ot4VSDYZWqtTR3GTLbVapAb7lK672lCnSVqzRH9JQqVM4Kk4uhFZuXcU7JwjB5mU0kFqvVFfPXkhXrLFRrw2A+AJhZG2ZusYlx5mzaTgx0ieo8y/JVcabtWHmOaz7LmOck9nlWtcvWx+6tJnWfe6umfjYS6mpMnuN5UveZLquaLFPNZ8ytRstmbutBu5PTh2t+03LAru0sG7t21a03Hr+QSWqMx8vcJoLmQykzfft26N9T3noB5JPsOmp73cFb2FehUCgUCkXzz9+oM5/fTRNoTBf+ne98h0pbKRQDHQfdp/v7hNwoyVKFJuJqVOBUTWhHhXb/YASVZ9rHVTHtmI5FOMpet1ZuvN+xEky8WyjRrEAjZBw0c1siyrzO7zfQ2k3E2NSCLpVpjm1IZFGljrvFBBeJMhLZmEyb8zDJwdj+7YNKWBn1u5fKU0XWzu0TZ57LLNyoWpPSbGzbWeQZ50yepfLMtm2KfbYWbteaTe98jALN6nCsRBsizW1ZKrT4/JtVn531Wkb5KqE+B+3bwQRjteZJczPJyTo4hkqhUCgUiiGLDn5+N02gP/vsM5gwYQKMGzcOvv3tb8PkyZPhS1/6UnvPTtF5mbjbGQddNJY5b98MJdtWdPKzcfM1sGxMDDs0ftrWa+eCKPvk2qrQcs59jZXbJhQzMdDxjjEJxHhoJIbIiEtIgElVT+KgCYY096J6zeTZzJGwogqNNu+4a2QJcxkt0fhdod1iuoxEmWo+GwaO1m9WpOO83S7hYgs4Jg5DxIQ4yiTOfqwzKdVEhg1xNip0iDxL2zZNXANaxj6LuGfOvC3LVoWs207ss09+80h1qs1Tn/m7l3oJExXPvt2IfbuWY9+uF/8csHorFAqFQqFQzA1omhndcsst8P7778Nhhx0Gv/vd72CZZZaBSZMmwe9//3vo6cGoSIXCIM++WQBRIz/Gi1hQc7MPB1Q6fzlFVBKlL68UkU+mOONyvZhZR+Xk47HKLFTROCu03CYV1IQMxjG9cWmrWHF1lVhJMCXxjEmqWefkXJGxSJt1nNBOPSvqonncFtdp5gmVZJ5mRd3OZNtrGF0NNE5oDI51xn7y2Fzn2U8YFiLPOHG9ZyqLhYS6xuWrYkU6FPdM75T8z0Wqz6HPkrfL2OcQsc6DHUvasd3vZir7tvM9zVCcc4+Z37/V+Oe4XxsmhUKhUCgU/Yuoc5/fLUmLY8aMge9///vw/PPPw1//+ldYfvnlYZ999oElllgCfvCDH8Abb7zRvjNVDHpQ/G9/QZLqPNIcIt8BopxrbTUxpXZZjJ9Yb0WsqbTWWhXRn9dXIiXxDpFpS75ErC2TZ5tcDEsxcc1iQxA5qRgRRUEeUyTaIdMJEWVbdEyc3VJRlsxS3HG87JNpXE7W0xNvQ/SKdSLmZt94nhwDly2p57jneuTZvjyQ5Dkm1DF5Nqq9SBYWx6Jz3DOXMiulP6cC6rNsky9TmrJvS5U6qE5n/BupFShf5e8j/x21Ax38AFYoFAqFYsgi6tznd1u8uVOmTIH777+fpkqlAttuuy387W9/g1VXXRXOO++8dhxCoYiRQ3xz1bCkU/E76RNpj4xYJ7JHrmNS6xaFDsa2CuIk+4TUaEmm7LEEWSbFmc6JyZ4heCZDdEIGy1aFrgnSGCTRgmzi8pxqlyCklRRhtYTWU6OZTLMyLbdJIi3XZR1oIuGScIvxSWW2UxnmBBKGzSHFPIc8m4zbTKKpzBYp9NK67dV9Fopzsp4QaYdMS/U5QJzDDxU/eVg8T/on38VMtdn/fkJ2PHTqey/JcYvxz3UdJB38AB6M+OY3vwlXXHEFvP766wN9KgqFQqEYzIg69/nddAw02rTvvPNOuOqqq4g4r7nmmqQ648N35MiR1Oemm26C7373u9SuUDSVSKyZOGgZR11vLJuVm9f5tZKIdxalquwy/qOn8GKOd+aa0ElYrCRHNk9CFE4q5icTyypbJTN+83Ic+xyTOcoObuOewWYOjy3I8UkhMaSw5nJMGu1Fl6n4c9yvDFARScUoMzdtx+FNhu5ylcbqwuzbWLaKyl+VKPN3OapReSyKSi5FSSIxVK9F6ar4nphyWQZIaMtRbOGeHXXTR8QJwuKPzNSWNonCMBaalXGq7WzLU3GG8TjWOU2eeTl5mcDKs00gFrJuc/Iw/qw8S7erKnsk2SPTDavPsvYzj2e+27n2bV5u9AWS/Xeh8c+dgvnnnx/OPfdcOPjgg2Hs2LGw2Wab0bT55pvDyiuvPNCnp1AoFArF0CXQiy++ONRqNdhrr73Ivr322mun+kycOBEWXHDBVs9RMTckEmtkjAABRhWrRCWZAuWsMo9pyC33kwnBiHTmnBNxSkkgsLRVou5Z7sz1lpFWmxJRVIoIrdPEjpJ17MX9HfKDoKRfyTXjZjwzPgMqjyS5jzhtTAIWs+xYBWXGbrk9zsvx+VCd6HJERLtcqUFvKSaOmIW7Vi5BtRxBJSrF5BlflNXiMlRInruQFENEy0g0y7WuOKEYdBFJpnJWpQi6alVDnuM2XEbgNpl5m9tTt56OHxPomdXhpCojkBAj4uRhcQIxrvccJM2m5vMcKk+VKOsU82yU557eikugiSiXE+u2KF1VopJV4JSwoq8Qz2nZkOKqW7KqXA2UtbJ9YvKbTJHd5qjPwqodk2sOG2AyLsIEWGXm77pwSSTtAft2XvbtvrBvd3gWz8GIX/7ylzT/4IMP4OGHH6bpggsugEMPPRQWXXRRcpwpFAqFQgEd/PxumkCjNXv33XeHESNGZPZZaKGF4M0332z2EIpOQiMEO0eVRht3SY7j921IhU4ga0LTdlMiipk01mCOFeO4tjOrzEn5KV91NuQ6oExa1Tq0jVVnX/1E4kcHE0q0SSpGhzdZufHFBDvdoxISRSTOTOZdNRrrIldQdfZU6DiLNyrQNaqNjEQ4zsxdghqeA+5OajQSsrIl0710+IRQ51l3mCzPxjrN5TRpjjNmxyQ5JsySRCfkmWK8BXlmu7ol0SJhmE+erQLNhNla410ibJVnYeF3bNrcRyYPqxWwbudY/+33lL/T4ntq582qz36OgCLqc0bOgSIJAP347kbRyr6KbKCTDJ/hOOGL8K6uLlKkFe3DNyZ/Fb66xcowbumFYc7sXvj7y+/Cry76E7z3zjTaXqmUYb/vbgHrbbQ8LP6lhWDmjNnw3NP/hCsv/hN89OEM/SgGGDfeDnDTHQDvfxCvL78MwCGTATbdIF6f+TnAuVcA/OlxgE8+BfjSWIBv7Qqw107x9k+mA1z8a4D/fQbgg6kACy0AsNXGAIfvDzBy/oG7rk7Gw3cBPHI3wLR/x+tLLA3w9W8CrPGVdN/rLgB47J4S7HFQBFvvkrQ/eg/AXx8CeOcfALM+L8H5t0Qw71z6eZY6+PndtKyIycLyyLNCMaBJx4pk447TUgd3L/nKnT+GmDux0EyMvFjoLGuub+P2CZWftdmSZhEPLUkcEzmb1EoQv5gMujHRbFVmAslxwL3VJLkWTqjy4hzVXLZC03KUxEejUozxxkh6OSYaY5Tn2Pjo2IbN2zjxl5xkLDUCx+Z+dhv3d45dSZ0TrvdU45hpSZ6JUFdxittJea6myTO/8Ijvo3kZYV9kyFhz8VmJe+7ErYcIdY51O/l+irn43mWqz/TdrxPvHFKfByoDN/Vtw9QgLr30Uhg/fjw9w9ZZZx147LHHcvs/8sgj1A/7L7vssnD55ZcHK1Ng3o/hw4fT/Lbbbmv4uDNmzKDKFksuuSTMM888sMoqq8Bll10G/Yljjz0WNthgA1h44YXhxBNPhDlz5sBxxx0H//73vylhqKJ9WOPLS8Odv3sGvr//r+FH37seypUynHnRN2HEiNiBM3xEN6yw0uLwm18/Bofs8z9w6rG/hSXHjYHTfvEN/RgGAcYuAnDkQQC/uyKeNvgywGEnALxhdKOfXQzw+F8Bzj4B4O5rASbvDnD6hTGhRkz9EGDqNIBjvgtwx1UAZxwH8NhfAU48e0Avq6Ox0CIAu3wH4ISL4mmltQAuPQXgX2+5/Z5/AuDN/wNYcEz6ATRnFsBq6wJM6oR/plH/P7+HvAKtUPQpitq4aUOBf4G+3Zv2KWgd4fFLbhy0jYeWsdBW/UNFOCFKiQrNltVEuU6IlTgndmJL0mXapTJN3dCdjsQv1sGT2Ge0ajPJi03mRjSP721MFFHRRWu2CX8mF28ZKuWI7Nx432pRokRT3WZzLq4CHdu7UYW2/VB9Jht3fP/Y4k3L5q9mb+ijghJ0Gds2kedyr6M2WyVarHOSsHhbvI4qc6I8x5Zt/0VBEu8cIM+ciI2VfK9smCxZlYp9li8vxEuQEKEOTWHFWSj3fjZ4ac3mdl+BzkseFrJvh/4NyPNoBI2Wz+pD3HzzzXDEEUcQmf3qV79KlmUswfj3v/8dllpqqVR/dFFhYswDDzwQrr/+evjf//1fOOSQQ2CRRRaBXXfdlfo8+eSTsOeee8JPfvIT2HnnnYk877HHHvD444/D+uuvX/i4mC/koYceouNgaUjML4LHwsoWO+64Y7/cn5///Od0bSeffDIdE0m8om9wwvdvcNZ/cdqd8Lv7j4YVVlkcXn7+Hfh85mwi1hKXnHMvXHzNAbDIYqPgP/+erh/NAGKLr7rrRxwYK9Iv/h1ghfEAL/wdYMeJAOv9V7x9jx0Abr4L4JXXYqV5xWUBLvxJsv9SXwI44gCAY04H6O0F6NJf6P2OtYx7gLHztwEe+QPAP/8PYIll4raPPwS48RKAI04HuOjH6TFYjX7txX44YcXQzsKt6AC0WMu5X2B+2NfNxh36Me/XhPazG0tVmvqn1WiZUdsSZKFCJ30kkQqXtXJiYuW2QLu7zmTPy8TNSqlQohPSWIZqtQw1Up2RWLL6HMcXJ6ptrNjGCrCvQFfiibJed8UZu3nZqMWkRFdjBVmq0P5E26vxL4d4/y5n3GS94hyXzwlVZ4pvNspzj0gWhtcps23nkedIKs+cOMyuu4q//WylrdtXlVMJxoqrz37CMfsdC3yfU7XLGyGvjdi321m/vR+BCbL2339/OOCAA4gcnn/++TBu3LhMpRfVZiS42A/7437f+c534JxzzrF9cNs222xDSi0m2sL5VlttRe2NHBeJ+OTJkylhFxLo//7v/4a11loLnnnmGegvoMp8wgknUG6TTTfdlGzb+HIAz/PVV1/tt/PoRMw3/3Caf/bpF7l9arUIZs6Y1Y9npqiHahXg7j8BfD4LYO3V4rZ11gB46H8B/v2f+M/nX54DeOtdgI0DdmDGZzMB5p9XyfNgQK0K8NeHAebMBljWvEfEx9qvzwaYuFtCqBWdCX2/pRiY7Np9GAftkIEKZ9ESCcR42cY+F0wmFhiDY57jcF8Rd1xOq9CJopzEQ9MojoU7SQDmkGbOKBZQpcntLMmXTWDG7WYd0ko0kmYicuUk9DtWopEwQ6w8o16MccwloUbjHw9ajxVoOfltISVaQiYToxJSODbK6iYWeo7ZjCSc+9jJKNBInCOx7iQLE/WvOeaZbmEd8ixfPoTIc67iLMm1pypnK89Rrvos4+WZGCfqt0gYxt/RkJXbt29nKtL5ZNl5SZUR/1wUNkShSfBfgenTXTUOrdQ4SaAd+dlnn4Uf/ehHTvuECRPgiSeeCI6PpBa3+wkyr7zySqpG0d3dTX38ahPYhwl00eNuvPHGVN0CCTqqzpjAC8tJYRKv/gISdpwOP/xwWn/xxRfpOnAdE4dWkSko+gQHHTEBXn7hHXjrn/8Jbu8eVoH9D9sKHrrvZfh85hz9FAYBXv9/AHsdCjB7DsC88wBc9NM4Fhpx/OEAP/45wOa7laCrEj9nf/JDgHXWDI/18acAl10bK9WKgcN7bwKcdQRAzxyA4fMAfPfHcSw04r7fApQrAFuaOPZOR6lNz++hCCXQisFLuNnGLQhrpo078wCSMNfJ2l1gLJNL200qRn88Evu1U+qKE4zVvKRhhggRJwyUtZKk25JmY9m2p2MJcsx8ifTxRlxgxbkcZZNos5+95Uyi0ZleQtJZpvJUEdq1SzF5jjCrFx0/LpFFRFoSZpNEDGHb5LIhwmzjlkACTGObJGKoHvdihvAAaZYT27OZOMdtMWl2LNtmW2LdziPPSQIxX+237QHS7LR58eu56nMom7bzPYiy1WfrcGgieRjbt2t14v3pA4oGrV0b1VwJtCCfcsopTtuHH35IBHCxxRZz2nEds06HgO2h/r29vTQeVqTI6sNjFj3uhRdeSFZxjIHGpF3lchl+9atfEbHuT6AKzRm4MU4bX05gpY0tttiibcd499136TP69a9/ndln9uzZNEn4L0XmFhz2w0kwfvnF4Mj/viq4HROKnXD6rvR3+aKz7+n381OEscxSALf+CuCzGQD3Pwpw3BkA114Yk+jrb4nt3JeeEcESYwGeeRHgtPMAFhkDsNG67jgzZgIc/COA5ZcGOHQ/vdsDibFLApx0KcDnMwGeexzgqnMAjv55TKj/dDvAiZc0Xl1VMfehJQL9pz/9iaapU6fSm2mJvIeiokPLWRXZv1EV2le9DOnOzcYtY5qlCs11j+04RsSVJazE/rQNyw1VDKmuxmwnKpvliktgE8mZ61gZ0hwPastYEQE3JbEs6SoZsht3TdpROebhhEpNZJCuxbyEKLuknW6NGY/GRVJZTUpccRuuV2tIfMtElivleF6l+4tlqSKYg8Njlm9DkJFkYzuvI7LmWaiYGOgZvcOgp1S1RJnuiSHavM7E2RJmo+Bzdm2yp5t7aS3blD8Or9lI70SqTVyzUJ7j8lNsf+ftoVJUnr0e230rPvfB++xZ8ZPSVZxJnUtVUWHseN1a+I36bPrE6rRIeifjnWU4Qkh99i3bIQIu51J9lvvmqc91CXx7ymAgIRs1alQhohWXfpOniN/XUkP9/fYiY9brgwT6qaeeIhV66aWXhkcffZRioJGkb7311tAfwKzbmMwMVWi0kiOhRyu3vLftwEcffQTXXHNN7m+FM888E0499VSnDUn33BZ9dsjRX4MNN10RjjroGvhw6mdB8nzimbvBYkssCMcccp2qz4MIw7oBll4yXl59ZYCX/w/gut8DHPc9gPP/B+DCnwJsvmG8faXlAF79B8BVN7sEGrN1H/jDRMHuVmlrQNHVDbDol+LlZVYEeOu1mDgvPg7gs08AfvStpC/+pvjd/0S0/cxrofMQaRmrhoEPtdNOOw3WXXdderjn/fhQdBYatXG3TYW2P+a9BGRZKnTIBs6EmgmJJNGVDFs3K9O2fBVtCFq5E2WR9zNkrSQs2Q4RTpRJa+sWqiZdgnTTmoRiyfWYdtaePTWaCDWPJ9ToOMdarJjj7aqWYlt2/IOfyQOS5VjLjm+lKaVFtZrj7ZYwmxOXbXno4prPGMMMroU7IckJWWYFWhJnu8zKs1GZHdWZ6z3bbNrpmPEQebZx5hmOgZDyHLJnM3nO6mOt2+ZDlNZt5zsv1Wk/oVgRZKnPeX3apT6L73VTMPsiwatH8jCzdKVSSanN+BLYV4cZGAMc6o8K8ZgxY3L78JhFjvvFF1/A8ccfTwnIvv71r1PbmmuuCS+88ALFW/cXgb7uuuvaQpjxJUAe/vnPf9YdA2PJjzzySKcNX4xsf89ZMLfg0KO/Bl/dfGU4+rvXwgf/+iSTPH9p3Gj44XevzY2PVgwCRABzeuIkYD298XNTooLvbGuu8nzA0QDDhqFSjd/v/j9lRX309gBssDXAKl922y84PoINtgLYyI3y6RxE7Xl+D0U0/Z4LE6tcffXVVM5KoRhQZKhfpEJb1htQof360Hmx0LaPsGj79aEFuUUeFrJyO4RKxk0H42OTeGiHFHt2bce67ZFoysZtTixEokvV+NjUhqPQ2HTyEOG2MlqhIyijjdqo4CXMbk0/BBJCXRIqNMdAS8LMhDoWxOv/xSwZsoyJwHrM1fmkGT9dXnfs2YY4x7ewlFadRTZthzyLMl+y1nOQPFs1OEOBDqzHk580jhXngIXb9mW7t1vOKklWJlRin8BKZTqkPvt9QwnEmiDTNoFYEULdjw/gYcOGUfmoBx54gLJlM3A9K8v1hhtuCHfddZfThtmx8eUxxj9zHxxDxkFjn4022qjwcTGeGie0bUsg8fYdXn2J7bbbzi6/99579GLsS18yckwD2GmnnUwYSPYHVO/FeyiOfW7C946ZBFtMXANOPvpm+OLz2bDQmPmoHes9Y13ocqUEJ/1sd1hh5bFw0pE30Tr3QSLd2zs4E/V1Cs67AmCT9QEWXzRWke/5M8BfXwC44myA+ecD+MraEfz8coARw4Es3E+/AHDHfQDHHhrvj/vsfzTArFkAZ58Yk2mcEKMXxH/7A3p5HYnbfg2w+lficlazvgB4+mGA114C+P5PAeYfFU8SlS6AUQsBjBURRJ9+BDD9Y4Cp/4rX338TYMS8AKMXAZivvUaegUekBLphYFIU/nGgUAyYjbseAgp2SoUmRdn7ISfUvEZUaLZsB1Vo8hDL/qVMMm1jmzndl1CliWSJclZSnZYqNpM2W94qRKLNYFxlK7aFx/cKFXW6bfjGnOzcNSLPsQJdTpFnjIPGdRpbKM9825lgyxREPpnmJGIlrgONGbXJaZ8mzfwxxcnBEqWZiTORZdwHbdpMntluxETZvEBIZdv22kI1tjPJckhJlgqzIMtu5m6RGMwbg78jWeqzzA4vrdt1QcXAi6vPwQz3gzTbdhZQ0cQXv0iAkfheccUV8M4778DBBx9sVc/3338frr029uNh+8UXX0z7oZ0ZE4ZhArEbb7zRjvn973+fVNuzzjqLCPEdd9wBDz74IJWxKnpcVHw322wz+OEPf0g1oNHCjfWn8Twwg3d/Acn6T3/6U/jFL35BVm7EyJEj4aijjqLs3D7BzwI60y655BIi0iGgso4vFToZ2+8Wp2P+xS8nO+0/P/UOeODuF2GRRUfBRputRG2X/+Ygp8/RB18DLz33dj+ercLHhx8DHHsGwH+mAYycD2DF5WLy/FWTZfsXP45J9g9/CvDp9JhEY5mqb5h3dX97DeClv8fPsol7u2M/eFMEX1pc73l/Y/onAL/+eUyC55kX4EvjY/K8agN/qh65G+AP1ye/KX9+dLy831FR5yrVcyGaVqCxFMcNN9wAJ510UnvPSDFXoKVs3JmDFrRx29jmOsfPUqExFhqzd2ftI5KJpVVoQ0iJQ8dkJ1Z0ReQz26/pP4ZMm5rClih5Vu6SbOd0ZVy3WarRZh8j9iaEOkCiSWWm64/Pg+KfiaCauOhYbjbx1ag2Y/wzbuO6TTGZJmu3SToW36I4PhpXkSw7arSQC3m7f3vp0qwCXYKeUpIYzMaGO1ZuV3Fm4sxk2VedmUw7Zb44y7bMth1lk2ffwu0T5SC5lonDLGFOlGiXLEtVmfeNstVnefPkOhPqIuqzRCMKctYYBeFkG29y/0aAJZmmTZtGIUhTpkyB1VdfHe655x4irAhsQ2LLGD9+PG1HdRkJIWbHxlhlrgGNwJfJN910E5x44on0TFxuueWo7jPXgC5yXASOgQT+m9/8JsUI47bTTz/dkuz+AJJkfEHws5/9jOpV44syrH2NCdlmzZpF51MESI6fe+65TAJdT53uBExY77Tc7f+e8mndPoqBw+nH5m/HZGFnHJe9HetDv/pIZ/8bGGyY7EaM1EUo7nmHfXDqjM+11M/P77mCQOODFN+g41t2jNNiKxujP9+YKzoYRX6ASTIdintuRIWWZumACk3UlNVkajPxzdLOzRm56RgumS5ZxVxavWOC7pey4uzbscrs2bhNcjBZykiS6Ni2bdRkJJl0HYbEk2BrlGNSok1CMQqIjol0ZGzdeFCMjybCbEgyE20mzqxM0/jiJLOs3GQBNwQaE4D1muOHlGerOLP67BBnTo5GZ+YkC2ObthPvDOE6z3nkOatPmlwnicMsYZZJxCT59kk5pGtN++ozJxFrWH2uR8CdVZE8zB67Vsy+nXc+A2ABw8RcOIWAoUk+UBlGMpiH3XbbjaZmj8ux1FddFc7C3F/AxF6Y+XuHHZJaOphQDG3ceO5FCTQq6TNnGj9qAMsvvzw89NBDbTlnhUKhUAwAIrVwN4yXXnqJylogXnnlFWebJhRT9JmNO0SAi8K3cWOAUZBQI7EgSTU9BlmwjaIaUqFN5msiYiVPha4IZZhd3ibOmSieV9bKxj2zEByIdXZs2wESLZOTmTOLx6KYZ0OQ2c5tlOZEQTcfgeGfDpFmu7Uhx/hvntpNsrEs4izVaC5Zlf6Y4rJUXAe6F9LKM6vN8csEkSDMvmAQSjOXpzK2bGvPxtM1Fm6nzStVFSLPvo3b9gmq0BlJwhzrtsm8bV6YyFhoqz5zG7jqczBhWIhQZxHrekS3r0tXdfADeDACle+VV1451Y5tuK0oNtlkk9zt8803H72YUCgUCsUQRdS5z++mFWh9c9yhaCA+uREbd6FM3Kl9jI3bKsW1lI0b6xdTOSsZCy0VY6sciyLITnkrSKvQ4h88lh4iXofk2JxDRNbyuCwRWsHp2vj0mYyaw8RkVZS+MsQ5qsRt8fXEhDM+VVedxr5U8Ylt23yeeFvMrZFEm86VtnFctbkvZM02LwGIc7IazvHQMbmmc0CV2bxIiEmzSRBmrg/HSTJ18+1OtjvrmV+ICv116umtQI8kzkJh5o/ajW82BzGE2JJmIpP5dm0nBjonxpm3lzGTmnmpESxjZchzKmYay1LZMldsxzZz3CYyc1NfY7mmdvqOGGLM22zstFGEffIs7dv878mv/exsF8q0H/ss+4c+tlA8dBECrhg0QLUZY77Rpi6BbbhNoVAoFIpOR0vV5j755BOKlXr11VdJgVp11VXhO9/5DiywwALtO0PF3Im+UqE5QZiMl/ZrQvMYobGYODtSrkewuS50Kn5aEGKOeCZ+aTJeG/LH1m1fiSaCZ9cNiTKZsRN1OqNsFWfm5rhovgR5ijYZmmnmTmzbpjho9gkbjkoqs1eOi8ZJEo2Rzm4VaHNt5t7ENnBWoRNS7VjhQx8jHqgLE4AlarRUmMFToGXyNaefkyhMWLeNXZteclhbtIh3jvLJs233ybNUlzmuOWTddspXidjoLOVZfMdSijOHIBQNZ8izbksCXFRVbjGOtZNjqAYjfv7zn8O2225L4VmY7Ayf7U888QTV2caYbYVCoVAoOv353XSq42eeeYYSpZx33nlk6/rwww8p7hnb6sWKKToHqL62pW87VCxfPfPJgkMqTHbi3NhNqfy5RMbaa514VVGKiLMps7JoFeWEdKUIl0O6AqQuStuNg6WUrNoaW5iZSLoxwYZ4cpItXKa+8T4YV0yxxbaPKRVVLVHWa9pew+WkL7YXnXAs+oh4rKoYqyaPge6CpHYz9y2JiTKV8XWK5GDy/oB3D+x9tUpyYAqRZ2vn9mOe/c+WSbKXOEyWrJLfAe87Eaz1bBXnHPXZ//cgXyTJcZyveYb67KnNjvrcUPKxUuuToi3AMlonn3wyleDCclv4khyf77vssgu89tprdW3ZCoVCoeggRJ37/G5agcaMpJhk5H/+53+gqysepre3l7JzH3HEEfDoo4+28zwVgwntLDPVlxDJwYIqtOznq9B+Fm6hQlOiLFahGSU/Ftpk2PbioYmoibJWth6zUWjJtm2ycttDmxhlAinMsaLrlKrylWhhGbdqtLFzW2WaJ/obaBKMsRrNIeDEiYzd2yQcMwm8E5XaTLHazO0sbUs1mtfrf3QcH02EGDx7trkWVphplRVk2e7btbldkFEm1U6bs13MQ4nEguTZJ87iBQgp3vKlSWLVlgnEJAlO+okXMzKmmfs2oz472/tAfVb79pACJgPFnCaLLLJI4WRhCoVCoVB0GlpSoI899lhLnhG4fMwxx9A2haIuQjVl8/rIH+Pmh3s45rLWugpNywVUaAOpQrskR5IfkS3ZSxQllWgZE2sVY5+M2djZDIU5q5SSX4JJxuv6ajSv81is6BrF1sYWswLNqjSu8zzyFGrRr94Uf75Gja65arjth3zQUZt5Ekq6OEe6NtrG1+PHLIcJcur+RXnkmZOCuZ+Xk0RMfsaiPcu6bW37/D2z3+cMMu2rzz6RbVV9bqelO2rDpGgb9t13XwrNUigUCoVCn99tJtCjRo1yamUyME5q5MiRzQ6rmAvRNht33Z2zlDVDtn3CXi/7sN83lbDJbXdUwCwrt2fP9TM3h9XJAGH2SiOlyLRjC3ensiSLqQRXbGdmu7ZLpOPzESSVrd0Be7dDhiWp9ie28fjtkIzvj5eQfUmczbnK87FkXxBn+7LAI8R+pm3P0u2Q5CibPPufQZIQTH7W4nMWL1Oyrdv8oiWnVJVPnlPf4YD6nPUiSfy7CSLPvm37FPu3LOO/m50U7cOcOXPgsssuozrOBx10EBx55JHOpFAoFArFQDy/0d28/fbbwxJLLEH5OW6//XZn+3777WeqwiTTBhts4PSZPXs2fO9734OFF16YqkGgm/q9997rPwv3nnvuCfvvvz+cc845sNFGG9FJPv7441T7ca+99mp2WMVQQbts3K2MY6zXKWIsk4kVyeot+4pkYCaFMwAqoIEa0XFCLi+hGBNmuU1YuW29ZWOXjmtDxxZuJkjWsm3s2pShW1h7rV0bQXWZk8RYzjZpqzbuZZEXLEnGxUnKTH9yatPtMCWuRGKwZDzj4bY2bnMPrL072c7HtjdGwl+3t5/LjcX2bXv9cjDnxYPbx7Frc6Iwun/iRYB88WDJaSBZWJa9O4M8+yqzJM9xH0GMvURiWdZt++KFv2O+2hx6AZRJtAuUs/L7521vFa2qyEqg2wq0cH/5y1+m5ddff93ZpiUqFQqFQjFQz++ZM2dSNYhvf/vbsOuuuwb7fO1rX4OrrrrKrg8bNszZjmHGd911F9x0000wZswYOOqoo2C77baDZ599FipY3ravCTQSZ3yYot0LY585fuq73/0u/OxnP2t2WMVQQn+VtJLHyShplfQVZJaJsS1LJWKhZZkq2i76soJX9km06V81QcY2q7UJFqY44rJT1gq3lcw2IqhU/kmQWEFYIyRZtG6INh6ayLOpmVxJSlkZTm5JGpFsztSNfUwZK0rcnZxeTJbl3PB7Xud9qTyXKXdlz9cQZVrGe+nHPjtEuSSWRc5tW9cq7wvABagxq1GsNPPg9m2l+KPLxNiJIRYxzw5J5ntmxkiIrdhPEmjcbh0EgW0iYZjjDqj67gCZfduNebYKNfUx5FmUt4rHxe+gmYfIs7V9e9Ztuy7KVqWIuFCmhfpML6ZC5FmWi/PV5yySXSRcQzEooCUqFQqFQtGfmD59urM+fPhwmnxMmjSJpjzgfmPHjg1u+/TTTylE6brrroOtt96a2q6//noYN24cVZ6YOHFi4XNuWkJERn/BBRfAxx9/DC+88AI8//zzlK0Ts3KHLlqhyESjP67rWUPbYeX2bbD14qH9MkIBq3dCtFhd9OzcrEayDdghV0JJ9TJ1+3G3jnqashNLq3aynW3dTkw0L1fNdprYIp1sY5u3tX6nbOFZluuMictLmTrbviWbY5ptpnDfji1jnr3rCBJgx9rt2dx9W3cq3jxAnr0+LnmWn71HnolUhzJ1G1dDlvIswwl88iy/j34OgUw7d5PW7WbJc6v2L1WgFQqFQqHof0TteX4jgcUSyDydeeaZTZ/Sww8/DIsuuiisuOKKcOCBB8LUqVPtNlSZsdrEhAkTbBvawVdffXUq19hvdaAR8847L6yxxhqtDqNQNKdYix/tQSt3vbrRIcVawtaFDtR8NlmvY1t0YuF27NvSzo3OEJNh2yrMbOdGEmeUclJ98bikaJtzoPrLcZxvhOo2K+RG0ba2aiNrs8It1eEkQ7Z3OzjrNinenkJuak8nCjRn9mY7N3umxTbO1M3tDNPXHisH9pRtfDJn4fZt2q7a7CbjCijOIZU5kDHbqfHskeNkv9CLDEGYU4nCzGeO6nSUHROfsm3LxGEZ5DkeI8uunZEoj7/zznrgJVMjdm9vnEJQC7dCoVAoFEMPUXss3Jg/C3NrMZoVYlGd3n333WHppZeGN998E0466STYcsstiTjjmB988AEJwAsttJCz32KLLUbb+oxAYwKRn/zkJxR0XS+ZCNaEVnQA+quklX+cRqzccl1auYnR+ts9Eu3ENhsrN5e4YmIjrdyGGfok2vFL+6WtDImmWF8a17iYqxFElbiNTo+vWZJoZskUL83xzCY23CPQlgTz5QliycRZLstQZlnyytrOzbGlHT1mkR5pt9ZuQazrge87Ksy+0ujHOQuim7R7hFnEODvtIj7aIdJ+vLMk1o6C7BNs6QRwybN0AiTraUU5IeQBxZm/dz6x9r/70rpNn3VAkfb3qYe87PatWLeVQCsUCoVCMfQQtYdAI3mWBLqV/FwMVJXXXXddItN333037LLLLtmngb+9soS2dhBotGmj9M3LWdBEI4oBU6FrNShJAlwkmRiT55BSbUkyM0GTbQvh9aUa0DI2VyjPXB+aaj0zUyWuGdeBpiXsg3Mm+ZJEczIxQaJpmAqTa4+0InE3JN1XoIPLkmBH7japPttEZEah5RhoWw+aGbJUp8UxirFnESrNSq5HmC0JlstRRnuAOGcmCeP9AjHPuXZ52V7NJs9MZGMi7arHjoKdYdcO1XtOKdJ55DgUy5ylPjeabMwbR6FQKBQKhWKgsPjiixOBfuONN2gdY6Ox0gSGH0sVGm3emBC7zwi0TC6iiUYUjaKRRGL9oUJnjoHEAjPxOfZuz8rtEBFWbXNs4kyoDUmLibLJuM0kGgl2OUyipb2blWdapsRjkaNCJ2Q1CijE5pQkKWZiyMnHpMXbJ8g8ScVaju0Q83jBHp/72eUQOTOKsvlMuC617S5VZsghzXKbINBpMlxHqU4RaDfmWcak+0nJQuTZIduWHKet21k1noPWbT++mb+vsmxVFokOEe4QvMRhtBhoawZWlW9hf4VCoVAoFP2L0iB/fk+bNo3s4UikEVieERNeP/DAA7DHHntQ25QpU6j6xNlnn90/MdBYAxqDvkNqM25baqmlmh1a0Yk27owxmiHdDanQdidPhZbk2V+WpNuLhwZp2w5Zuc1yYss2paLAEGQIk2irjjKJlsuy9BVn0bax0WE7d4jwMpG25Nj08+OfLXH2VOkUmTbLvGizcnOfHDnahlabBGbxAO7cEbilHT2HEPvbfAKdItwOmRZE2SPPrhWc1WRBjkVWbZ88Z1m3ffKcuZ5n3TbfE2d7UfXZbmsgyZ+feE+hUCgUCoWiDZgxYwb84x//sOsY54yJrEePHk3TKaecQuWtkDC/9dZbcPzxx1O955133pn6Y4IyLMGMpauwhBXuc/TRR1MuL87K3ecEevz48cTaMdOZz/ZxW7XKv3oVij5UoRveX6q5sqRVwMLNZMOWtjJWbsrIbWpEyf54bWjRziHRbOUO1oc2ZIus3h6JBhEPzQnGuE504nf2EouxIi3s3L4anSLHCLaHm/JaQeLtJxvLsofzrQwlFcsBf8Q2Q7b/ljKkNAfUaF9xDpHl1P6eAm1VYr+dFeWgvVuQZ5E0LCH0ov6zJNeh2OZ69Z5l5m3nHgllOmTd9voHybM/XpvV53gM8XKk2f0VCoVCoVD0L6L+fX4/88wzsMUWW9h1zsc1efJkuOyyy+Dll1+Ga6+9Fj755BMi0dj35ptvhpEjR9p9sFpUV1cXKdBffPEFbLXVVnD11Vc3VAO6JQKdFXCNbwdGjBjR7LCKTq4JXXQMvy50Xiy0TA6GkG2GNKRItFStgySaOiQkmsczfRzV2WyjfytYvxkrOpMiXHbrQ0vSxxm6mKjSNib4XIPZELQSjmJIOJ0CEm2ze60ENUo2huvG9s3Wb7NcMSHdti60Z+3G2tQppdn0dxKEeYq1mzwsgzxnkWn8KMzHW+5NFGjnHmXZuH2bdyi+OUNtTsdLY2mpkGJtFOZeYdNObXOt2Y5tW8ZBm9JVVnmuNqA8+zWdpfIc2s7fa173az7Lf0+h/uLfVqOxz/hvXqFQKBQKhaJZbL755sQ/s3DffffVHQM56kUXXURTK2iYQDPbxx/umB4cy1gxUHX+y1/+AmuvvXZLJ6XoYARIdEOqtSTHPon2+xlFOUiiZUZun0Rbdsgk2rd3S9U5fJpSiQ7GRNM1J2o0q8pc4oruB7WZF1klNy46Voh5m2/XNmxSWLttVu2Qsiwu2bdw+/HShFAS85R9Ox92SFGPOR7Indt2r08qXjqUaCygKicW6kAmbqsYZ8Q4O0Q6P9t2kDzXs207CnVOHHNoO92j1lXjwuS5Afv2YI+hUigUCoVCEX7+ljr0+d0wgebs2/gGAKVyrKfFwOW11lqL/OSKDkR/lbTyj9WIulUkHprG90i00+YlFJPrQqVOxT9T30B96IyYaCLRpuayjSW2JapiEk081ouLNjuJUleCRMtEY/SXS1i7BZF23hWEYqXNOp23pzjbP4iyja+/qIWbyS9+zBkKdCZBNtvsu4JQHeiAvduxXQvyLJVlP/45TZSNld/Z7iUME5ZtSZ6dJGEZ9Z6DMc9WZfZqOoeIckqRzlGf88bxxsgjz4XU5yH8EFUoFAqFomMRQUeiYQLN2be//e1vw4UXXuj4yhWKoshVlduoQue2IWRdaKlC+/v4ycWYNBPTKWeSap9EOzHQfpIxLyaas3MT2UI1Ok41ZtrwnGOCbc/HEmVR6io+aKJO17LV6FRMNJ+gpzRztm4i6TIMPItQ870uqkIz+WUC7dd4hsA6l7ri/SWR9hOFhezdMkFYlmVbJAqz5NffLxUDnU4YlkWes0pXpWOiAyWrpF3bt27T/rV84hsiubhPlnW7HbHPCoVCoVAoFHM7gUb79k9+8hOYb775YMEFF4STTz45s++5557bjvNTKJpTvA3RdTJyh1TlTBItybCwcocydDOJtuvSu5yOiU6RarMua0SnSLSJReZEYibFmFGg2d4t25iFGgaLuRF8NdohyQEibbe5xNiqzJ6dO5dQN6pAl4SFu54CbZaDMdF8fzIt3GHinE4KFmrz9hXJwrKU54T4Nk6euV50yrItY58zcgIE10Pw7d710C71uRU+rlxeoVAoFIr+R9S5z++uRu3bPT09tIxpw7MQSi6mUPS5Ct2MlbvedzWLdIsYanu+nFTMHiPZbpVnw+qCJNpw2CCJpm2YZErUnDZKc+TFREsiTISXs1mXA9v54HZKx0f7fejsuF40b4McQs33w7/VoVsvSbFv4Q718xXoorHPltSGiXOW6pyyd0vVWe5HCciE6uyoz9mEOUWe+T4E2lKJw0LlqrLmsmxVlnVb3u4+VJ87OYZKoVAoFIqhilIHP7+7mrFv+8sKxYDEQddDngrt9Ump0HJbiEQH45+RZFQ8opIQXiLR4o9FKkbaSyomSXRMCo0e7Ze5IoJt4qU9hTpWnfn8RBw0E2VmxKkpJn2Rb+3mE+fzF20hQu30cdh0/ptHJwY6w74dJMpZFm7b7sU5+wSa1fus+GeHJAfIc60eeXZLVflJw9LqsiTbvi07oDZHBZKH+TWffXjqc2biMB/NqM8d/gZboVAoFIohi6hzn99Nl7FSKPq0pBWPgxBj8Y9yu49PAmQMszNUjpU7RKJRTUbIywgp0XRMGtTUYDZ/TeQ5VLluM2430mzZK29FZNPUlCJGZjJ40zGRMMcWbas8s+Ub1zFZGBPYmiC76EanbXHZKycjtimfFVVMfLRoS9bd8lfxPYhJtT2eaeNtyfji3jdh4S5z1bGe7DJWmQq06UPEU1i47XbPwu20BzNoB0i0U7tZHM9m3E4T58KlqlK2bkGOmcyy8uzHPUsinVGyKm6S40jC7pLtXOXZIfDFs24rFAqFQqFQDGU0TaCx+DSqXlzG6u2334bbbrsNVlllFZg4cWI7z1Exl6OhBGHhAdz1jERgjSjR4eP4sc+s7Mp2L6mY7ENlnw3pJWVaWHQ9fiLVaWvv9uKiWZGO/5+OjSYSJ0pc2ZrTUqHmOs8he7dv2/Zs3nFbKV3zOU+plhfYQBKxEHn2SXG8zGp9hjWbx5fkNhUnLTNuZyQJq5sozCXOybm1QJ4dstwAeWaEyLNEUaW5AHlupO5zJ1vAFAqFQqEYqih18PO7aQK94447wi677AIHH3wwfPLJJ7D++utDd3c3fPjhh5RA7Lvf/W57z1QxtNDHVu5C8dD1lGjqFy5TFZUzakMzOfH3sTHRNGg2ieYkYgESnajTUDhDN/Wiw4kMXpIIsxoeSBRms3UzAc0j0pCOgY7bmB2mCTXdHkGi3YU64PE5Dtn/QytJKffLs3Y72wMlqUIqsyTYAbt2JnkW2bv9eGf7nWmGPPsxz/Sd8Z4+IQu3GKsQeQ7FOLc57tkdu3MtYAqFQqFQDFlEnfv8bprhPPfcc7DJJpvQ8u9//3tYbLHFSIW+9tprqbyVQjFoUO/Hf4byllsfV5b4Cc19i6ynFlKcrBf3mtWWImhVM9XEVPUyPguSR0o09WdFN1FIOTO0XTdZr9P9vMn2caeyd260Htq/wIRwj5Nca+650Xn4bd4+udfJ9968S8B7a69DjpGcix/vHCLP9Pny9yZEnqEOeaZ1oSxn9ckgw8GYZ6lW+/1DKrb89yDPp576nPdvMGrDpFAoFAqFon8Rde7zu2kF+vPPP7c1oO+//35So8vlMmywwQZEpBWKtsZCB8ZJ7dOolVtar/14aB7Srw8trdtyXN8CTv0CSnQosZgocZVqE/ZuIldkw66TYIxVbFagObaZ7xerzVyLymbPzkk4xidi60sFkoRlzOm8Qh9tlhotPgJLWLOs23If36IdUpshX3G24wZKU/nx1b7qHIx3DpHlDPJsX5xkEuO0ouxspz4ZpFciK+t2iDxn7ZuBRqzbCoVCoVAoFB2lQC+//PJw++23w7vvvgv33XcfTJgwgdqnTp0Ko0aNauc5KhTFUTCZUaa6xm2CCARtr6E40xDRCSVrslZcoTrKDMwhJdoozEkMbULYmGTGia1c1ZpjdW1MLo2T2IzDSm5AqWW1toD6W0wR9sb2jyNik519M8axfXxlPqU2u6Q8vC5UZ59oswKek2U77pehNGfVeRbJx5LvTkbcc4gA1/k+5ropcv+hRH3+b9Iq/S1MCoVCoVAo+helDn5+N02gf/zjH8PRRx8NyyyzDKy33nqw4YYbWjX6v/7rv9p5joqhjAay8+aqV+3I8tuolbuImtZOEu1NWXZuh0SnskEzgXPtxQnJ84i0b1v22pz1FMkNkNUcm3eQRNexcGeRZ3esqNC5pq+P900UaseubV8+QNgm71jKPeWZyXwR8iw//zzy7H+vZF//O+5/D7O+z4EXSYXV5yJlq4r8u+1gC5hCoVAoFEMWUec+v5u2cO+2226w8cYbw5QpU2Dttde27VtttRXsvPPO7To/xdyAPrRy5/5oZ/s0Qlq5aZuoDy1t2UwesJ0t2bibqatE5a38S5H78DE4SRi1YxsyOZP1mpJ6cVIxs1wuEdmzVudAmSvKyM31o9jnjKcP5ZjAUakqY+u2FvMk8ze1lN2azpQMTGbPxjJeOI7ZVsooT8Vlr+yyPZgYl+F9nEE7twesrkWn2xvRxMPbISUv8yzbtN23c3v2bLssXzBATlmq1HZDqO0xPEIsFOj4WBnJwvicZax8iDh7L1zcfgXLVYn7k9ovRJydvn1EnhUKhUKhUCg6qQ70iBEj4M9//jNccskl9MMdS1jtv//+sMACC7TvDBUdh7aQaB+N1Ie2G2WMtFcj2s/MLWtEcxvCj4s2scg2RlnGvxrCmlnmyo+VNm1UPxqJsylQRVmrcWgi7gnXpjYRI02kuubGPWNpuuQWMLOOY5jjkGkZA83XKG6oIO7OyXurDsH2QIovLxsV2R/TjX9245Od7anYZbPsZ9R2Yp+Tz4TrRDsKv1P2SpLgDLs2bw8p0fZcAspxKGGYHKsoeZb7FS1Z1Sp5bgStvoUewm+wFQqFQqEYsog69/ndtIX7mWeegeWWWw7OO+88+Oijj6h8FS5jG2boVij6TI0qOlZevyw7t9+e1S9kpfX3CZCaTDu3UBhD2bgdC3eOrdvJCM3WYyZ+foy0ieMNWZyp3cQA52azTk2+rdvPAG4s2L3h+GdqN/ZphHv8wNiZ8duBbca2nrJoy1hoab927gkvJ+NYEuxYu3Ps2nnkWX4HsshzSqHOrvWc+q5mkeeQ+twAeW4HOjmGSqFQKBSKoYpSBz+/mybQP/jBD2CHHXaAt956C2699Va47bbb4M0334TtttsOjjjiiPaepaLj0IyqVXefjO3BmM8QoahniyWyE4iJTpGlQIkrj0T75Ni2oWIu2+U6EeJ0fLRNrBUg0hyna8lmKOkYl2tKEeF6ZDa/b1ziKpsUI7ITnWWMzdm2mRSzTdsr48XEWMaLu8SZX0J4xLleeaqi5NkS5YD6nEWene9i4HtWL/Fdxvc6M+a5lX9zjRDtqA1Tg7j00kth/Pjx5KJaZ5114LHHHsvt/8gjj1A/7L/sssvC5Zdfnupzyy23wKqrrgrDhw+nOT4Tmznuq6++Ss9WdHJhpQusbPHOO+80fpEKhUKhUPQlov5/fs8VCvSxxx4LXV2JCxyXjznmGNqmUPQpmlXCfCusHS5EmJsg0XK/kH3XriPhqmWQcGkbTpPokBrtE+tkPSGAVk2VRFpk+HaSjgWyU9MfulQWbzEZMipV21R26waTiNUn7F4SML4OQ/xl/WZ5/TIxmHyJkNwvmcVbEGehPKeShDVCnkPfCZlpu1HyLNAIeU4hq71dzo9BgJtvvple8p5wwgnw/PPPwyabbAKTJk3KJKn4Ynjbbbelftj/+OOPh8MPP5wIM+PJJ5+EPffcE/bZZx948cUXab7HHnvAX/7yl4aO+//+3/+j3CIrr7wyPPzwwzTWSSedRIRboVAoFArFECfQWKoq9IMDy1pxfWiFopUf1nUV5cB4qX1Cx2xVibarARJdj+SkSJFHogMKZSaJZpLsEetgyStppZaKtFRhmRRaYphti2ZyascN2LTrEd8U0fa3yzrQeQp0kDB7arp/LV5G7eReS7INQeLMlm3rOGCCnEGoU7bt0IsV/3sR+k5kORxE/7ol17zvcaZ1OzVGgX9rQ8QCdu6551KujgMOOIDydpx//vkwbtw4uOyyy4L9UW1eaqmlqB/2x/2+853vwDnnnGP74LZtttkGjjvuOCK/OMeEmtjeyHGRXCNZP/vss6maBardX//612HRRRdt5tYqFAqFQtFnKKmFu3Hg23b8MYBv1ZE0v/fee3DTTTfRj4O99tqrDz4mRSeiLVbuBmKhg/WhfZJRpEa03M8nTNK+y+cXiomWCrKnODukOUDoLJF2iLYgipbwJYTRIdO+Miss0VmkNmX3ziHWjmKc0Y4IEWUZyxzb1vMU8ABp9hTnhGCn7doh4uxYtn2CHFCdM23bkvyyI0F+l0Kk2/8+OV/lnO9i1nqT5Lmt6nObLGDTp093ptmzZ6cONWfOHHj22WdhwoQJTjuuP/HEE8HTQ3XZ7z9x4kRyWvX09OT24TGLHLdWq8Hdd98NK664Iu2LpHn99deH22+/vfF7qlAoFApFXyPqXAt301m48e07Zt7ed999obe3l9q6u7vhu9/9LvzsZz9r5zkqOrSkVeHximTy9o8rs3IzeeCyTPXKW/H+tB5n5i5c4srZRkczGbpNDatSIMO3qTtlr4fLWvnlrqiUFW+LM22XbM2qpOyVvFYeiPbHVc78jevIKimjt8ncbXfBc7E3Ns4azsm25S3nZS73JI5br5IVlt6ieU+NJtvu/7Hl03VeeHhtvMmsOxm6+cVDaCzfei3GSJHmrG1ZdZv9pHLS2u33r5NtO24WTga5n78vb24haVgzcc/5Nd5bfIiafVHNlTj55JPhlFNOcdow2WW1WoXFFlvMacf1Dz74IDg8tof643MPx1t88cUz+/CYRY47depUmDFjBj0/f/rTn8JZZ50F9957L+yyyy7w0EMPwWabbdbYfVEoFAqFoi8Rtef53VEEetiwYXDBBRfAmWeeSXFbWP5m+eWXh3nnnbe9Z6iATifRuWWtGtkvj0SHyliF2mWpKm+MuiWuQkRalrnic8QxqG+g1JVp57O0pa3kkBnbqJ14etKOBDKy52lKRjHhFsfn0tNEplnNZjLNK1w2i9v9P4w0RrG/ltbCzfHXcltKLQ2055Bmvm677pejkmP65JPJsd1XElpxHj55dki5SCQXIMNNkWeJRsjzQCQN6yOgEwpDixiYzCsL/MKIEZdvKzXU328vMmZeH1SgETvuuCMl6USsvfbapFCjjVwJtEKhUCgUQ5RAf/755/DDH/6QbGVoX9t6663hwgsvhIUXXrhvzlAxd6KdSnSjFtMCJNqpDy3ag+v+GE7dZ68mtNzXV03t4cw5cr3oIOE2qyESbca325gM8xAekSbCx3WgJZk2+2LNZlsD2pwzEWom0zxoNUCqEeXG3zQ6MdD+CwSoT5jj7Tmk2ewTIs4pghxqpza2THvnE1KTfbu2M04G0ZbHyFCJCyWzE0iR5wbV5yDq9KsXhmFKlDcN3hfJsyTQIeBzqlKppNRmVH99dZgxduzYYH9MmjlmzJjcPjxmkeNiHxwTM3hLYLz0448/nntdCoVCoVD0N0pten4PRTTMYNAWd/XVV1Nik2984xvwwAMPkG1boehLNJuwKLif/4M/RRyifLKRowjmJhbLSwKVUixFlu6iScb8+GgT++yXubJx0jj39ktidkW8tEg+lvRLYovd8/HLSgViojlmO2Oy2cAhHI+dHNecYyrjt0hSJo9piW04KVhmVu1Qu7jnTpyzJM8phTpg4w715c+o0VJVWeS53ve5Fet2i+Q57tSGqQHnFJaPwueWBK5vtNFGwX023HDDVP/7778f1l13XQpbyuvDYxY5Lvb5yle+Aq+99prT5/XXX4ell166+EUqFAqFQtEfiPrv+T3kFWis+XzllVcSeUZ861vfgq9+9asU34Vv2BWKAbNyt6JEZ3bLUKLZyu20xcozWbmtguypzgje17d5B9Vrc55Z1mejXDu2bQQr0ngso0aHthOJxuOwIm1jpzNUaaMy23hoVqchoFDTgne+HANdz8pt1eM0uUvHQQvVWX4FhNLsHDNPVc6yY/t9gop04EWH0y5OLqtEVZbqLC3YoXEkWiXPAbQr43YIzWTS9vdvBEceeSSVmUICjMT3iiuuoIoSBx98MG3HDNrvv/8+XHvttbSO7RdffDHtd+CBB1LCMHwG3njjjXbM73//+7DppptS3DJasO+44w548MEHHeW43nER6O7CBJ041hZbbEEx0HfddReVtFIoFAqFYjCh1M/P7yFNoDHODOtXMtZbbz2ynf3rX/9KJXFRKAZDPHShfXwbdh6JtvsESDTvI0k0gkkxQhLwEJEUsc62QcZFg0dYhf07k0izrZvPU8ZC522DAJmOB4y32ZjppM0h1XyeyY0J3uP0PUjIp2/FziXLyWkk5y63h+zW9bZ7xNluDxFnf5+sZGGhY+c5FMxYmeTZd0cE7lfddru91nfuj0EAJKjTpk2D0047DaZMmQKrr7463HPPPVblxTZZonH8+PG0HeOSL7nkElhiiSUobGnXXXe1fVBFxioUJ554ItVtXm655ahCBWbRLnpcxM4770zxzphbBGtNr7TSSlRvGmtDKxQKhUKhGKIEGpVmtJo5g3R12UzcCsVgJORBEl0vM7ckxJJEh9RkbrfkVyjRWWPLxGKSXHuKdrxNxkV78dM0Ph/XDJOTZIxRChFt3kYkEDN6C3LMyjSfJynN8sWAmVmVOixDI8GuB7JcmzkvJwP46955+/2CScYySLG/LY9Y5xLhAHGmcXIybYfOjeGT0QbIc+Faz/J8i5DgdiUOa9XG1cS+hxxyCE0hYIiSD0zg9dxzz+WOudtuu9HU7HEZWGMaJ4VCoVAoBjWi/n9+D1kCjVlD99tvPyfD6axZs8iGNt988zlWb4Wir1RoRKaqzD/svTGD+4VIdEgxFkQkt8SVJL9EFkUJJlnmyifh/v5WDRblp7DUFe3LTJVVaS5VJbcZqzRdB5Ndc2yZmZvKVSUlsKyKzAnGko4JSTf9MpOFyX0CQIKdEPPAdspMzH1rNDnIenmQR5Kz+ob65Fm8Q7Htwe218D6heZbq3EK8c6vEORcF+jasPg/hh6hCoVAoFB2LCDoSDRPoyZMnp9owDlqh6G8UiokuokbXI/CeGp25zY9tzipzhQhl6Q7FRjOEsp2Kjw5l65b7eap0Eu/sKc/ivJ1M3fHGFPn31WiZhdvuw/Crd9W1EWerwJnjZC3XU6DlPItg1yXBOVbtzOsJENy+IM8+CpLnuc26rVAoFAqFQjEgBPqqq65qy4EVij4ra9XHNaLrlrjy20Lx1X6yMNvuxUb7ZbCsQm53yLd2my7mpOx5uLHSAQIuSbIgyPWIN40duh9s63YIdg6Y9BaxcPttWeWu6qjNwb55yb7qWbWz9quXKMzP6B4aT47htbeaMCweI6NfO7Jue+jkJCQKhUKhUAxVlDr4+d1/jEWhqId2xVQ2i4LlrQqVuOI2SYqykkBxPzlGyNYbGK9QySs5eaWTnDJXstRVxoRZu7k0lVN+CtflvnwNWWMUmFLXkTWmOBdb7oon7p9xLv4+WffJufeyD9975zsQ6O/s1yR5dr6bbSLPRctVZfQttF89RG2YFAqFQqFQ9C+i/n1+P/roo7D99ttTMk8MQbz99tvd04kiOOWUU2j7PPPMA5tvvjn87W9/c/rMnj0bvve978HCCy9Mocc77LADvPfee0ObQGPmUayDOXLkSFh00UVhp512StXExPhrvGly2mCDDQbsnBUDS6Lr/mhvlJQ3SKKDcaaSAHv7xKs115brW339cbKIGO8fZRBpnwDKfTOIdLCmtE8+RR1ph6zmEes6xDw48fny/qF60ZIwZ5ync/4Bsp33giH/JYRH8uW+st3/TEOfh/iu5X43eIyM7+OQI8/iDXYrk0KhUCgUiv5FqZ+f3zNnzoS11lqLSkuGcPbZZ8O5555L259++mkYO3YsbLPNNvDZZ5/ZPkcccQTcdtttVDkDS03OmDEDtttuO0qS3acW7r7EI488AoceeiiRaMzqfcIJJ8CECRPg73//u5Og7Gtf+5pjJfezgis6C4VIdNHM3A3auRsuc+XHRDtZuiHDti3GYTix017SM+tHrhMfLbrKPqlSWPFaeBx5nry/d38atXHHZDgeF+fBeGm/LW+9XpKxrFjl1Dh17Np5+4dikovEO6fOoUCZqnrb5DW0gTwrFAqFQqFQNIvp06c765ioWiarZkyaNImmEFB9Pv/884k77rLLLtR2zTXXwGKLLQY33HADHHTQQfDpp5/ClVdeCddddx1svfXW1Of666+nMswPPvggTJw4cWgq0Pfeey8pzKutthq9YUCSjPU4n332Wacf3lR8q8DT6NGjB+ycFX2AvvjB3mqipBwlOh7HUyPtfiGFOlEWU2q0P7ZPwELKpVQ/5TZfkc5TVauiXzWsMDsKcEqVDai/WbbpOjbuoEJbcFxfZeZM2imLdqNqs7Rr+9tC5+mrzqE+bSLPmU6IzO9ue8lzy0nD1MKtUCgUCsXQQ9QeCzcS2AUWWMBO6EhuFG+++SZ88MEHJLxKvohlKJ944glaRz7Z09Pj9EG79+qrr277DEkF2ge+KUD4BPnhhx8mi/eCCy5IN+b000+n9RDQ646T/5aje0SlX5NWKZpAkWRT+FnOE3+Nu4ZXCowZ/syDSnSor9/PO0erKPvbylntQrm1ZakC44fGCm3z25xt5fRxQ/vK5ZzrtWWxJMrNf44S3d2lZM4HImIYGIs4nlTAve0OWfWcBHLuL0ubNm3zEsfVG8OS2kpAkZbdhQ0glzyL5HLOvsLl4CNInsPl3frUuj28BvB5eFMnJyFRKBQKhWKootSm5/e7774Lo0aNsu0h9bkekDwjUHGWwPW3337b9kHX8kILLZTqw/sPeQKNUvyRRx4JG2+8Mb0ZYKB0v/vuu8PSSy9NbxtOOukk2HLLLemtQuiG41uMU089NdW+zyU7wrzzztvn16HoP3znV7FlQzH3YPIx/zXQp6BoAz7//HP44943hTc2kUgktb+io3D/X3880KegaDPKY1/XezqXYbNl9DOd6xG15/mN5FkS6FaAubGcQ6ADsY6QU6TPkCHQhx12GLz00ksU4C2x55572mUk1uuuuy6R6bvvvtt63iWOO+44IuJSgUarwHWH3gEwWxXoIYE6X2pUoJE8//qAW6Hni954l7z60H2lRnvn6qjRrSjS1J6nEmeMFVKhM/t45xpSqIuse9fQLLqHl2Hf49eBa894FnpmB1TQYFKsOm1Z1mZfZQ3tU68tr6YzbZebMzJsZ43nbXP2z7uuwWTbRgVaoWgTtinvrvdyLsIDtd/BpMUPHejTULQRf5xyCWw+6Wy9p3MJHv7jMTDYMXbsWJqjkrz44ovb9qlTp1pVGvvMmTMHPv74Y0eFxj4bbbTR0CfQmF78zjvvpHTlSy65ZG5fvElIoN94443g9qxA9J5ZVQCcFIMfBa32SJ6ZQMe7lZoeN3PfLKKZZekOJf+y+2Zs88ZMrN317NZ1iHTq+Fl9AlbvUL/Qer32oqjFdvyeL6rQM7taLEFWPQKdFwuc1S+LgIeSg+VZwfPinLPGC1xTUzWeB5o8ZyVRswOqAq1QKBQKxZBDNHie3+PHjyeC/MADD8B//VfsXkSyjAmqzzrrLFpfZ511oLu7m/rsscce1DZlyhR45ZVXKIP3kCXQKKEjecb04hjnjDejHqZNm0beefm2QTGXISOLdv3dMrJstzJuExm6HSIttzOp8Ik0ExQ/W7dsZ+LE2bg5WzeP52/3l+k4Zu5k8JYbcNF/YeDfj4yM260ilCzN35a1j4RDhhsgnyEVObVPTj1nb8xCqrOPPPKct5+70+BKGBaAxkArFAqFQjH08P/buw8wqcp7j+P/cWlKBCMoJWFpIiJgxVBURAmra7lRUFEiwQgKwbYgSgANSJQNBgFFiigKRIzkqqBXMZSICFJCVUQkKlUFVxBZkSbs3Of/bmaYPmf6nDnfz/OcZ5kzp+0Ms+/8zttcaR7DRKec+vzzz72PtSvvunXrzFhZ+fn5ZoqqESNGSJMmTcyi/9buut26dTPb6wBlPXv2lAceeEBq1Khh9hswYIC0bNnSOyq3LQO0TmGlQ42/8cYbZi5oT4du/YV1Qmx94XSC7C5dupjAvHXrVhk8eLCZDPuGG27I9OUjC0N0vMf1BAVLTcGjhOigqa4Cn/dMU+UbdD3HVSe4gqe8+u9677F89/UNWr4DjvmGLr/g7bM+KJwHzosdogY+XM1vIsE6ngBtpelypObO4c4TtE+U4Oxz3KDm1nFMTxWx1jnUcct3Ct4mU+GZabAAAECCVq1aJZdffrn3saeLbo8ePWTq1Kny0EMPycGDB6Vv376mmXbr1q1l3rx5JlN6jBkzRipUqGBqoHXbjh07mn3z8iwMRJytAXrixInmZ4cOHfzW63RWOr2V/nLr16+X6dOny/fff29CtL6QM2fO9HtxAMu10FHCecj9Q20fUGscFIZDhWjf5wPnjPZ7rjyge8JYcJCW8CE5MJyH2s7v9/D5d8iXJEqg9pXI/Y5IATrWEGilpjnUYyt9khMNzoHHdmJ4zqImYAAAIIby153AqxXjvpoPtbVyODoQmFa06hJOlSpVZNy4cWZJRFYF6EgvitJa6Llz56bteuCQptzJCtEhdw5u0u3XLzqwSXfY547XcocM0oE1x777B9ZIh/uchWvi7d03VPAOE5B8m5zHw7Ov71zLVkKZpYAZw+NIzaZjba4d6djxhGeLg4WVr47/vUh1zbN3ju44JbIvAACIv/x1ObT8zqoADVj+Uh5jkLbUJDvCsUPu7xsQAmuFQ9VGm+1cfsHIhOlwza/NMXz7Wwdc0wk+x/GrCfZpUh7YlPrYseCm1eFqvgMfHwuoxfacS0IF7QQH6PP8amXHypeQ28TQF9rKukiBNUJ4jam2ORU1zsd3DrEqUh/rLGm2TQ00AAD243ZuCzICNOwpm2qjw+0T2Dc65PEiNOs2xwgzMJjn+Oa5SM27w/R99n0cqYY6UnPvUAL7VMfLt4l0xBAYw3PRwqyVfawG55D7Rh4ELO7wHE+tc7aEZwAAAJshQMO+Uhmi49k/gb7RZlWkIO13ntB9pMuf8qmVDhy523dfz/6h+mJHau4dWDsd+JzVsB1pgDHffs+h+kCH28fqeitBNVK/6ViaaVs4n6XgnMPhmVG4AQCwH1eaR+HOJgRoOJKlKa5UMmqiw43UbY4fpX+0Z5tQU175PR/cdDzkyN0+z4ed3irwnNH6T0cK1aG2s7Ktr0QCdLg5iK02805WjXOYbdJa6xxhv5iOkWwObgIGAIBtuZ1bfhOgYW+pbi6arObc4Zp0RxtkLHCbcEHar9l3cNNuFTZMB9ZKe44ZuC5c/+xI4TXR0Gx1CqtIoTXSfhYCa8zBOdR1RAvOFq/lvztnZ3iO87Po5DvYAADYlcvB5TcBGvYX5yh+lptyRwnRKuQo3eVPWAvRZltX6Cbdnm1C9Y0O1z/acy7zfJjm3SG2iRqmfZ8LF1ZD1ZLHykoT7nDnj3TuGAblSkVwTsVAYZZkaXgGAACwGwI0HC0ZITrhftERaqND9o02KwPCdKRtQpwv7KBjkaasilabHK6mOh5lPseycrxYBhOz2rc5zDZJC85JCs92rXk+vr9zm4ABAGBbbueW3wRo5A5TWxn7wGK+4SHRftEhjxFquiuLU16V7x4w7VWo7UKFs8Cm4KHym89UWH7MbFeBv2eI6/V7OkzAT3YNtNVabas1y5G2t1r7bTUwJ7HGORnB2dJxknCOSJzcBAwAALtyObj8JkAj98Q5OncyprmKeoxY+0erSLXSYbYLqpn23c5321A1z97NQzT59r3eQKEGSYtXrKNwRwiBYQNzpP2s1DKH2y6W2uYM1ThbPlaSzhP5OM69gw0AgG25nVt+E6CRm9IRouOpjY60r8Wm3VGDdKRpqSJt63sNAdcRGEKDa6cjh9hQx7RETxtjyIsYmJMRmiNsn8rgnDW1zjGcBwAAINcQoJG7EgjRyTpHKmujwwbpcNsnEqajBOqo4TrcMcNul4SgbOWcsQ5Qlsoa5/IDOTI827kZFwAATuVyaPlNgAYSGVzMYohOam10okE63HRYvtuH3CdKs23vIRIPWJ5j6M+kBOXjB46wfxJCc7TzxDm6dlaE51TVOlttph9pfwAAkF5u55bfBGjktgSbcivLo3SXb5z82uhIQTpMH+nyS7FSyxxmbufAfULt63t9yWiubUWsATDeeaOj7BvTAGGprHWOsn/Mx0rwHAAAALmOAI3cl2BT7phqoxM5VqQQHqpZd4Q+0pZqpSPVTKvA/QL3DXcM32uOl2df/Wn1OJYGG4tj7uh4Q3OWBGfLx0vCeeLh5FE8AQCwK5eDy28CNJzBQg1xUqe6inCuwDATcdor3+NEakIdIdiGC34mWMfTpDnoGlLQzzzWUbhjuV4Lx4ureba5hsSaWidzhG1Lx4t+gMT2t3QO547iCQCAbbmdW34ToOEsCQbpVJwrag13pBr0aDXT5vyhnw9bQx24f9Sa5rL0BGyrATnZgdnKMVIdnC0cI+bjJfF8iXDpf+8ETpXIvgAAIP7y1+XQ8psADWdKV99oz7nKd4h4TEs129Gmjwo5UFmEJtshwmPCgTro+uL4C+nZR3/Gsn8MA1JEDc3RjpeE0Gs56OZoeAYAALAbAjSQrr7RiYzW7XuM8o1CP59gmI44EFmkYwWyGq7TOGqjpcBs9fjpqHG2cJy4jpmk8yWNg5uAAQBgW27nlt9paMcKZKlkTLdU5o4tuFg4p6Vj6nGiHSvqMf7bvzjKwFmhlqh8jx3vEu44Flm+ZqvH9wxoFm1gsGQ11053mM1QrbNnEJJEllhNmDBBGjZsKFWqVJELL7xQFi9eHHH7RYsWme10+0aNGsmkSZOCtnnttdfk7LPPlsqVK5ufs2bNSui8vXv3FpfLJWPHjo39FwQAIAfL72xBgIazJSk0xByi0xWkrYQ+c5zYQmpcoTpF4gr5Vn/XWEKzheCc7L7OMR03iedMqmTdbLFo5syZUlRUJEOGDJG1a9fKpZdeKoWFhbJ9+/aQ22/ZskWuvvpqs51uP3jwYLnvvvtMYPZYtmyZdO3aVbp37y4ffvih+XnzzTfLihUr4jrv7Nmzzb5169aN6XcDACBXy+9sQoAGklTbF3OISUWQthqmkxyoIwXZaEvI/f/7e+hPq/sn9fex9Bol8f3zPWYMbNtsO4NGjx4tPXv2lF69ekmzZs1MDW+9evVk4sSJIbfX2ub8/HyznW6v+91xxx0yatQo7zb6XKdOnWTQoEFy1llnmZ8dO3b0qz22et6vvvpK7rnnHpkxY4ZUrFgxha8EAACIBwEaSGKQ9oSluGqkLdZgRj2+7/FiCdSRwnUK7ybGVYOdjDucMf3+Aa9plDmcLf8/sPpehTl+QjLRTDyFTcBKS0v9lsOHDwed68iRI7J69WopKCjwW6+Ply5dGvL6tHY5cPsrr7xSVq1aJT/99FPEbTzHtHresrIyU3v94IMPSvPmzWN7IQEASCMXTbgBpKJZd6pqpWM6fhwhzXJNdaqa9ETqAx1Pkx8rITld70eMxw08R1JkQXAOGoQkkUXE1OZWr17duxQXFwedavfu3XLs2DGpVauW33p9vGvXrpCXp+tDbX/06FFzvEjbeI5p9bwjR46UChUqmCbiAABkNXdyym87YhRuIMnTXCU8Wrfn/MrCNcQ9rZbF44cMm7H+PumUSMhMRxNqgnNK7NixQ6pVq+Z9rIN5haODc/m9JW530Lpo2weut3LMSNtoDfVTTz0la9asiXgtAAAgs2jCDaShli7uJrepbtoba810PM2fUyFZ54+ndj7e0dfjeJ2T0lTb9xpyuAmYhmffJVSArlmzpuTl5QXVNpeUlATVDnvUrl075PZaU1yjRo2I23iOaeW8OiK3Ptb+1npsXbZt2yYPPPCANGjQIPYXFgCAFHLRhBtAOvqJxh2G0hG84gyTMYXbWJZIx0pEgmE2FSOuhztX0mRpeE73KJ6VKlUy00fNnz/fb70+bteuXch92rZtG7T9vHnzpFWrVt5BvsJt4zmmlfNq3+ePPvpI1q1b5110FG7tDz137lzLvyMAAGnhdu4o3DThBjLQpFvF3ay7fOeYzpXw+WI8b1ZJIDym64ZHUs4Z/oCSzRKdCzLWffv372/CqgZgDb6TJ082U0n16dPHPK8jaOtI2NOnTzePdf0zzzxj9rvzzjvNgGFTpkyRv//9795j3n///dK+fXvTh/k3v/mNvPHGG7JgwQJZsmSJ5fNqbbanRttDA7rWbjdt2jT+FwgAgBwov7MJARpIQb/klAbpOK8lMJgldF7/A0nGZUMrgSRch2NqnTNI52ves2ePDB8+XHbu3CktWrSQOXPmSP369c3zus53buaGDRua5/v16yfjx483tcJPP/20dOnSxbuN1iK/8sor8vDDD8sjjzwijRs3NvM+t27d2vJ5AQCAPRCggQxLd5AOPG/c5w68hmjiDdppCIJJmRIqk+cPPqDYRqIjccaxb9++fc0SytSpU4PWXXbZZWZwr0huvPFGs8R73lC2bt1qeVsAAHK9/M4WWVB1BNhMsvoKJ3N+31DzFMcxKFa4JSnCXWOka0/C6xvtd0u4r3gCfalT9vraiJMHIQEAwK5caS6/hw0bZmap8F20m5PvzBa6jbYUO/HEE6VDhw6yYcOG5P/iBGggCVIQWJIWrJIUqFIarJMoJdeYxBsmKXvNbBaa/SRrwDkAAJDT5Xfz5s1NNyjPsn79eu9zTzzxhIwePdqMW7Jy5UoTrjt16iQ//PBDkn9xmnADWdk/OinNu/0PdPzfSbxGK4Ew4WuP4Vw52a868oFTc1wAAIA0KC0t9Xus01CGmopS6RSPvrXOvrXPY8eOlSFDhkjnzp3NumnTppmpIl9++WXp3bt3Uq+ZJtyADQKNnZv6WmlCHa7mOK213Ulump/ya8+V8OxOwgIAAGxZfterV0+qV6/uXYqLi8Oe8rPPPjNNtHWAz1tuuUU2b95s1m/ZskV27dolBQUF3m01hOsYJkuXLk36r84gYkAWT3mVsoG/jh8wO0fVzoEbHimTK8H5v/R/cULTYCTzYgAAQFrL7x07dki1atW868PVPuvMFjrF5JlnninffPONPPbYY2YWDO3nrOFZaY2zL328bds2STYCNGCjJt0pad4dfODcDNQpDp5pqyXPNW53+ZLI/gAAwJbld7Vq1fwCdDiFhYXef7ds2VLatm1rpo3Uptpt2rQx63VgMf9TuIPWJUOOfDMGslQamkqnvIlzgqNOZ0SarjltTczt8roDAACkQdWqVU2Q1mbdnn7Rnppoj5KSkqBa6WQgQAPpkIbwmdaRsmOdkiqeJZHzpORXTuMo5Ha7YZEAprECAMB+XBmehvLw4cOyceNGqVOnjukTrSF6/vz53uePHDkiixYtMs28k40m3EAONu9Oab9pB7HzyN+2kehAYLTgBgAg58vvAQMGyHXXXSf5+fmmZln7QOsI3j169DDNtIuKimTEiBHSpEkTs+i/TzrpJOnWrZskGwEacEiQLj+l/18rAnXk1yetnBieAQAALPjyyy/l1ltvld27d8tpp51m+j0vX75c6tevb55/6KGH5ODBg9K3b1/Zu3evGXRs3rx5cvLJJ0uyEaABBwbp46d2dqDOaGA+fhHiZC4d4COBQUgS2RcAANij/H7llVciH8/lkmHDhpkl1QjQQLbIYJB2SqDOisCsHB6a/ehLkcjLwUsJAED6lTm3/CZAA9kmC4J0tMBph2CdNWE5EOHZDzXQAADYj8vBLcgI0EC28g1aWRCmrYbTdIXrrA3I4RCcAQAAbI8ADdgxfGVZoE52sPUcIy1zLKcCYTmG14pRuAEAsB23c8tvAjRgR1lcO+1YhOY4Xzd3+RL3627jEhgAALtyO7f8JkADdpdFfaYdh9CcMJe7fElkfwAAkF4uB5ffBGggV9iombftEZwBpMD9k+6Sa+/qJBP6vSiznpoTcpvH3x4svyo8X4be8IQsfWMl70MWanf1uXJ190vkjHPypfqpP5O7f10smzd86X3+9F+eKtNW/jnkvo/f+bwseWttGq8WVnW7ubXc9fvL5NXZq+SZZ981606sUtGsu6RdE6l2chXZ9U2pvPbmannz7XW8sDmMAA3kKmqmk/9aIvkc3AQM8NXuNxdJs181kd1ffRf2helcdA3/522gykmV5ZN/b5bF/7dWip78bdDzu7/eK93OGeS3rvC2i+XGuzvJqnc/SeOVwqqmZ9aW6wrPlc83l/itv/uuK+T8c/Pl8Sfekl3f7JNWFzaUfnd3kj179ssHyz/P7RfY7dzymyoqwAnhz3dB7K8bUsZVlvgC2F2NuqfKPeN6SvFtT8nRn46G3KbROfWlS79rZVTPiWm/PsTm3Vf/LS+PeUfWvv9pyOfLytyy99tSv6Vd4bny/hur5dCBw7zcWUZrmR9+8FoZ9dRc2b//kN9zzZvVlX8u+FjWrd8hu0pK5a13PjQhu2mT2pLrXA4uvwnQgNMQDKO/LoRmAGnicrlk4PR75X9HvSnbPjnezNdX5RMryeCXi+SZe6fI3m++573JMWecU08at6wnc/++NNOXghDuv7uTLF+5WVav2xb03PoNX8nFbc6QmjV+Zh6fd06+1PvFqbJyzRZeyxxGE27AyawGRTv3pyYMZzcHNwHLZV9++aVMnDhRli5dKrt27TIhsVatWtKuXTvp06eP1KtXL+oxDh8+bBZflStXllzTdeBvpOzoMZn1dOg+z6rPmNvlk2WbZNmbq9J6bUiPK29tJ9v/s1M2riJ0ZZsrLjtLzmxcS/rcPz3k809PWiAD7r9KXn2prxw9ekzK3G7569h/mmCd89zOLb8J0ADiD6HZFKwJyvbk4Hkkc9WSJUuksLDQhOSCggKzuN1uKSkpkdmzZ8u4cePknXfekYsvvjjicYqLi+XRRx/1Wzd06FCxsyu6XSJFk3p7Hz98bbHccN810vfCh8Lu0/a6VnL+5S2kzwXht0HmXN75Irn3iVu9jx/57XjZsOILy/tXqlJROtzQSv4+5p8pukLE67SaJ8s9vTvKg0P+IUd+OhZymy6/uVDOPquuDBr2mnzzTamc2/KX0u/uAvnuux9D1ljnFLdzy28CNID0hdZYA7e5u2njTjKIyuV2myVeieyL1OjXr5/06tVLxowZE/b5oqIiWbky8gjSgwYNkv79+wfVQF87/DaxK61B/nTF8YGF2t/URk45vZrM2Ha8X3NehTzpPaqHdL7/Gune6G4574oWUqdxLZm9d6rfsf706gD5ePFGGXDFsLT+DvC3fO5H8umard7He3bF1sT+kmvPN030//XqCl7aLNO0SS059edVZfK4Ht51eXknyDkt6skN110g13R5Snr1aC+P/HmWaeKtNm/9Vs5oVEu6drko5wO0y8HlNwEaQPpYDcM2/qMKON3HH38sL730Utjne/fuLZMmTYp6HA3LudZk++D+Q3Jw/y7v47cnL5Dl/7fab5vifz4sC156X+a+uNA8fuUvs+Wd5//lt81z60fLpP5Tg/ZF+h388bAc/PHbuPe/8ta2smLeetm3Z39SrwuJW71uu/y+zwt+6wb2L5TtO76Tv//vCjkhzyUVK+aZZtu+jpWViesEF29BDiNAAwAyx8F9qHJVnTp1TN/npk2bhnx+2bJlZhuI/PDdfrP40lG4v9u1V778z9fmsQ4aFmrgsJLtu2XXVv8pdZAdfnbKSXL6L06VGrWqm8e/bHy6+bm3pHzEbY86DU6TFm3OkD/dxsjq2ejgwSOyZdtuv3WHDv0kpT8c9K5f99F2+UPPDnLk8FEzCvd5LevJlR2by/jnym+A5TS3c8tvAjQAIHO0/Eyklb59y9+cNWDAADNQ2OrVq6VTp05m8DAdREwHE5s/f748//zzMnbs2ExfJpAybQrOkQee6u59POjZnubnS6PelhlPHh8sruDWtrJn5z5Z895G3g2bGv6X/5M7b28vQx66VqqdXEW+KSmV56ctljffXic5z+3c8psADQDIGCf3ocpVffv2lRo1apg+0M8++6wcO1Y++E5eXp5ceOGFMn36dLn55pszfZlZS/s9R9PphJvSci2Iz4J/LDdLNNOK3zQL7KNo4Ct+j7/b+6OMHPOOOJHLweU3ARoAACRV165dzfLTTz/J7t3lTR1r1qwpFStW5JUGANgaARoAkOFpMBLpQ5XMi0GyaWCmvzMA5CC3c8tvAjQAIHMcPAgJAAC25XZu+U2ABgBkjg5AkshsH0wTDgBA+pU5t/w+IdMXAAAAAACAHRCgAQAZH8UzkSVWEyZMkIYNG0qVKlXMqNCLFy+OuP2iRYvMdrp9o0aNZNKkSUHbvPbaa3L22WdL5cqVzc9Zs2bFdF4dbGvgwIHSsmVLqVq1qtStW1d+97vfyddfl88FDACA08vvbEGABgBkvg9VIksMZs6cKUVFRTJkyBBZu3atXHrppVJYWCjbt28Puf2WLVvk6quvNtvp9oMHD5b77rvPBGaPZcuWmRGnu3fvLh9++KH5qdM0rVixwvJ5Dxw4IGvWrJFHHnnE/Hz99dflP//5j/zP//xP3C8tAAC5Un5nEwI0AMAxRo8eLT179pRevXpJs2bNZOzYsVKvXj2ZOHFiyO21tjk/P99sp9vrfnfccYeMGjXKu40+16lTJxk0aJCcddZZ5mfHjh3NeqvnrV69usyfP98E76ZNm0qbNm1k3Lhxsnr16rDhHgAApB8BGgBg+zvYpaWlfsvhw4eDTnXkyBETSAsKCvzW6+OlS5eGvDytXQ7c/sorr5RVq1aZZteRtvEcM57zqn379onL5ZJTTjklyosIAECauamBBgDAtgWw1uZqLa5nKS4uDjrV7t275dixY1KrVi2/9fp4165dIS9P14fa/ujRo+Z4kbbxHDOe8x46dEj++Mc/Srdu3aRatWoWXkgAANLI7dwAzTRWAADbT4OxY8cOv6Cpg3mFo7W6vtw6mEnAumjbB663ckyr59Wa7VtuuUXKysrMwGMAAGSdMudOY0WABgDYnobnaDW1NWvWlLy8vKBa35KSkqDaYY/atWuH3L5ChQpSo0aNiNt4jhnLeTU8az9oHbzs3XffpfYZAIAsQx9oAIAjpsGoVKmSmT5KB+vypY/btWsXcp+2bdsGbT9v3jxp1aqVVKxYMeI2nmNaPa8nPH/22WeyYMECb0AHACDbuJjGCgCA3O9D1b9/f3n++eflhRdekI0bN0q/fv3MKNd9+vQxz+sI2jr/soeu37Ztm9lPt9f9pkyZIgMGDPBuc//995vAPHLkSPn000/NTw3AOm2V1fNqn+obb7zRDE42Y8YM02daa6x10UHIAADIKu7M9IHWrk0NGzaUKlWqmJvTixcvlnSjCTcAIHPK3HobO7H9Y6DzNe/Zs0eGDx8uO3fulBYtWsicOXOkfv365nld59jkl1AAABLgSURBVDttlBbS+rwG3vHjx0vdunXl6aefli5duni30VrkV155RR5++GEzj3Pjxo3NvM+tW7e2fN4vv/xS3nzzTfPv8847z++aFy5cKB06dIjzBQIAwP7lt9KyVW9Oa4i++OKL5dlnn5XCwkL55JNPzJST6UKABgA4St++fc0SytSpU4PWXXbZZbJmzZqIx9TaY13iPW+DBg28g5MBAIBgo0ePlp49e0qvXr3M47Fjx8rcuXNl4sSJIWffSBUCNAAgcxKdyoLQCQCAbcvv0tJSv9U6i0aomTS0O9Pq1avNFI++CgoKZOnSpfFfRxwYRAwAkEGJ9p+i1hYAALuW3/Xq1ZPq1at7l3A1ybt37zbjgwTOXqGPA2e5SDVqoAEAAAAAabdjxw6/KRtD1T77crn8J5/W7k+B61KNAA0AyByacAMA4Njyu1q1an4BOpyaNWtKXl5eUG1zSUlJUK10qtGEGwCQOToKZ6ILAADI6fK7UqVKZtqq+fPn+63XxzobRjpRAw0AyBx3WfmSyP4AACDny+/+/ftL9+7dpVWrVtK2bVuZPHmymXqyT58+kk4EaAAAAABAVuvatavs2bNHhg8fLjt37pQWLVrInDlzpH79+mm9DgI0ACBz6AMNAID9uDMzDWXfvn3NkkkEaABA5pg+UAkUwPSBBgAg/cqcW34ToAEAmUMNNAAA9uPOTA10NmAUbgAAAAAALKAGGgCQOaYFWCJ3sJN5MQAAwHL563Zm+U2ABgBkjoObgAEAYFtu55bfBGgAQOaU6TyQZQnuDwAA0qrMueU3faABAAAAALCAGmgAQOY4uAkYAAC25XZu+U2ABgBkjoMLYAAAbMvt3PKbJtwAAAAAAFhADTQAIHPKzDwYCe4PAADSqsy55TcBGgCQMW53mVkS2R8AAKSX28HlNwEaAJA52geqzJl9qAAAsC23c8tv+kADAAAAAGABNdAAgMwxd6CdeQcbAADbcju3/CZAAwAyp6xMxJVAPygb96ECAMC2ypxbfhOgAQCZ4+A72AAA2JbbueU3faABAAAAALCAGmgAQMa4y8rE7XLmNBgAANiV28HlNwEaAJA5Dm4CBgCAbbmdW37ThBsAAAAAAAuogQYAZE6ZW8TlzDvYAADYVplzy28CNAAgc0wBWubIAhgAANtyO7f8JkADADLGXeYWdwJ3sN02LoABALArt4PLb/pAAwAAAACQqwF6woQJ0rBhQ6lSpYpceOGFsnjx4kxfEgAgHjqNRaILAABIL7dzy2/bBeiZM2dKUVGRDBkyRNauXSuXXnqpFBYWyvbt2zN9aQCAeJqAJbgAAID0cju4/LZdgB49erT07NlTevXqJc2aNZOxY8dKvXr1ZOLEiZm+NABArBx8BxsAANtyO7f8ttUgYkeOHJHVq1fLH//4R7/1BQUFsnTp0pD7HD582Cwe+/btK/9H5TI73j9AKJXL5MCBA+XvqX1vZsEX72lu0c/mwdADhhyVnxL63Jr9AQBAWh11cPntcttoCLSvv/5afvGLX8gHH3wg7dq1864fMWKETJs2TTZt2hS0z7Bhw+TRRx9N85UCAAJ98cUX0qhRI/PvQ4cOmbEsdu3alfALVbt2bdmyZYsZFwPIBXrjv7i4WAYNGiSVK1fO9OUgQbyfucfJ7+khym97BmitbW7btq13/eOPPy5/+9vf5NNPP41aA/39999L/fr1TZ/p6tWrp+3akTqlpaWmGf+OHTukWrVqvNQ5gPc0t2jLn/z8fNm7d6+ccsopfoWwtixKVKVKlQjPyLm/gfodRT87lGv2x/uZe5z+nh5yePltqybcNWvWlLy8vKAai5KSEqlVq1bIffSuUKg7Q/qf3on/4XOZvp+8p7mF9zS3nHCCf7cZLTTtWHACAOBkVRxeftuqE7DepdBpq+bPn++3Xh/7NukGAAAAAMDRNdCqf//+0r17d2nVqpVpxj158mTTHLtPnz6ZvjQAAAAAQA6zXYDu2rWr7NmzR4YPHy47d+6UFi1ayJw5c0y/Ziu0OffQoUMd1+E/l/Ge5h7e09zC+wnwmXEy/gbmHt5TZ7PVIGIAAAAAAGSKrfpAAwAAAACQKQRoAAAAAAAsIEADAAAAAGABARoAAAAAAAscFaAnTJggDRs2NBN/63zSixcvzvQlwaLi4mK56KKL5OSTT5bTTz9drr/+etm0aZPfNrfffru4XC6/pU2bNrzGWWrYsGFB71ft2rW9z+v4hrpN3bp15cQTT5QOHTrIhg0bMnrNiKxBgwZB76kud999t3mezygQHd9Vcsf7778v1113nSnH9G/h7NmzM31JSMP3UeQ+xwTomTNnSlFRkQwZMkTWrl0rl156qRQWFpo5pJH9Fi1aZL6EL1++XObPny9Hjx6VgoIC+fHHH/22u+qqq8z0Zp5FpzhD9mrevLnf+7V+/Xrvc0888YSMHj1annnmGVm5cqUJ1506dZIffvgho9eM8PR98n0/9bOqbrrpJu82fEaB8Piuklv0O8q5555ryjE46/socptjprFq3bq1XHDBBTJx4kTvumbNmpk7R3o3Cfby7bffmjt/+oesffv23tqt77//nju8NqG1y3o3ft26dUHP6Z8lvWOvN70GDhxo1h0+fFhq1aolI0eOlN69e2fgihErff/eeust+eyzz0ztC59RIDK+q+Qu/Rs4a9Ys870Tuf19FLnPETXQR44ckdWrV5s7RL708dKlSzN2XYjfvn37zM9TTz3Vb/17771n/pCdeeaZcuedd0pJSQkvcxbTYKVBWbtW3HLLLbJ582azfsuWLbJr1y6/z2zlypXlsssu4zNro7+7L730ktxxxx3mi6MHn1Eg/GeG7ypAbnwfRW5zRIDevXu3HDt2zNRe+dLH+iUd9qK1k/3795dLLrlEWrRo4V2vTfJnzJgh7777rjz55JOmOekVV1xhai6RnTUt06dPl7lz58pzzz1nPovt2rWTPXv2eD+XfGbtS1sXaIsQrXX24DMKhMd3FSA3vo8i91UQB/GtBfH8xw9ch+x3zz33yEcffSRLlizxW9+1a1fvv/UPWatWraR+/fry9ttvS+fOnTNwpYhEw5RHy5YtpW3bttK4cWOZNm2ad/A3PrP2NWXKFPMeawsDDz6jQHT83QPs/X0Uuc8RNdA1a9aUvLy8oNpmbd4bWMOF7HbvvffKm2++KQsXLpRf/vKXEbetU6eOCdDaTBjZr2rVqiZI6/vlGY2bz6w9bdu2TRYsWCC9evWKuB2fUeA4vqsAufl9FLnHEQG6UqVKZtoqz4iwHvpYm4wi+2lrAb3T9/rrr5sm2tpnNhptCrxjxw7zJR3ZT5vab9y40bxf+v5qiPb9zGr/QB2kg89s9nvxxRfNWATXXHNNxO34jALH8V0FyM3vo8g9jmnCrX0Uunfvbpr1alPRyZMnmyms+vTpk+lLgwU6ZcDLL78sb7zxhpl7z1MzWb16dTNH8P79+82ozl26dDEBbOvWrTJ48GBzR/+GG27gNc5CAwYMMPNj5ufnm9Ygjz32mJSWlkqPHj1ME0YdwXnEiBHSpEkTs+i/TzrpJOnWrVumLx0RlJWVmQCt72OFCseLGD6jQHR8V8kt+nfv888/9z7WATJ15gkdcErLPuTe91E4hNtBxo8f765fv767UqVK7gsuuMC9aNGiTF8SLNL/qqGWF1980Tx/4MABd0FBgfu0005zV6xY0Z2fn+/u0aOHe/v27bzGWapr167uOnXqmPerbt267s6dO7s3bNjgfb6srMw9dOhQd+3atd2VK1d2t2/f3r1+/fqMXjOimzt3rvlsbtq0yW89n1HAGr6r5I6FCxeG/O6i30+Qm99H4QyOmQcaAAAAAIBEOKIPNAAAAAAAiSJAAwAAAABgAQEaAAAAAAALCNAAAAAAAFhAgAYAAAAAwAICNAAAAAAAFhCgAQAAAACwgAANAAAAAIAFBGgAAAAgQ26//Xa5/vrref0BmyBAAwAAAABgAQEaSFCHDh2kqKgo4W0yQa/L5XKZZd26dWm5y+453+zZs1N+PgAAACCZCNDIeb6hrWLFitKoUSMZMGCA/Pjjj0k5/uuvvy5//vOfIwZl322yzZ133ik7d+6UFi1apPxcTz31lDkXAAC5pKysTEaOHClnnHGGVK5cWfLz8+Xxxx83z61fv16uuOIKOfHEE6VGjRpy1113yf79+zN9yQDiVCHeHQE7ueqqq+TFF1+Un376SRYvXiy9evUyAXrixIkJH/vUU09NyjaZctJJJ0nt2rXTcq7q1aubBQCAXDJo0CB57rnnZMyYMXLJJZeYm8WffvqpHDhwwHwHadOmjaxcuVJKSkrMd5B77rlHpk6dmunLBhAHaqDhCHo3WENivXr1pFu3bvLb3/7W24T48OHDct9998npp58uVapUMQWfFnIer776qrRs2dJ75/jXv/61X+21p9ZZa7oXLVpkalk9Nd5bt27128Yj2jl1e33+oYceMuFbr33YsGFhf79vv/3WbDNixAjvuhUrVkilSpVk3rx5Mb9eS5YsMbX1ep0eW7ZsMb/Ttm3bzPXde++95nf6+c9/LrVq1ZLJkyeb1+X3v/+9nHzyydK4cWN55513Yj43AAB28sMPP5iy/4knnpAePXqY8k/LdQ3KM2bMkIMHD8r06dNNSy+tiX7mmWfkb3/7m3zzzTeZvnQAcSBAw5E0DGtttNKQ+tprr8m0adNkzZo1pvnVlVdeKd999525g3zrrbfKHXfcIRs3bpT33ntPOnfuLG63O+iYWni2bdvW2yRaFw3soUQ6p4c+V7VqVROEtVAePny4zJ8/P+TxTjvtNHnhhRdMyF61apVpGnbbbbdJ3759paCgIObXR/tDN2vWzNx48F13yimnSP369b3XV7NmTfn3v/9twvQf/vAHuemmm6Rdu3bmd9Lfp3v37ubuOwAAuUq/H+gN544dO4Z87txzzzXlucfFF19smnxv2rQpzVcKIBkI0HAcDXwvv/yyKeg8zbj/+te/SmFhoZx99tmmCZYG7ClTppgQfPToUROaGzRoYGqiNZT+7Gc/CzquNk3WGl9Pk2hd8vLygraLdk6Pc845R4YOHSpNmjSR3/3ud9KqVSv517/+Ffb3uvrqq01419r1Pn36mJrtv/zlL3G9Rh9++KGcf/75fus0QOuXAA/998MPP2yuT5uu6fVroNZr0HV/+tOfZM+ePfLRRx/FdQ0AANiBln/h6A13bb0VSrj1ALIbARqO8NZbb5nQq6FSa4nbt28v48aNky+++MLUROvdYA9tuvyrX/3Ke9dYg7YGZ61d1aC7d+/ehK4l2jl9A7SvOnXqmL5TkYwaNcoE/n/84x+m2Zj+vvHQsHzeeef5rVu7dq1fgPa9Pr1RoM3b9XXy0GbdKto1AwBgZ3rTWEN0qJvcepNcy1Tfrl8ffPCBnHDCCXLmmWem+UoBJAMBGo5w+eWXmwJMm0sdOnTIjIqt/Y89TbED7wJ77hhrMNRm09qXVwtBDd1NmzY1/YHjFe2cvqHalz6nTb4i2bx5s3z99ddmO+2rHI9jx47Jhg0bgmqgtVm2b6gOdX2+6zy/S7RrBgDAzvRm9cCBA033LO3rrDfKly9fblqVaaswfV77Rn/88ceycOFC0+1Juzh5bjQDsBcCNBxB+x5pP2Ptv+sb8nSdNrvWQbM8tHZY+xFrH2BPENTa4kcffdTUwur2s2bNCnkefU4DaCRWzhmPI0eOmIK6a9eu8thjj0nPnj3jGqBEbzLogCd169b1rlu2bJl89dVXfjXQAACg3COPPCIPPPCA6b6kZbmWxdoCS7t1zZ0714xxctFFF8mNN95oWrbpQGIA7IlprCBOD9Y6+NWDDz5oRrvWeRt1wC4d+EoDqA7gpU2ydCAurbHWxzridbigq/2kdRsdfVubjOsxtZlWLOeM15AhQ2Tfvn3y9NNPm3NrrbkeT5uvx0Jr6pXWtutI4J9//rn5qXxH5QYAAOW0rNdyWJdA2r3p3XffDftSMZ0VYC8EaDieDrSlzYy1OZVORaGDdendYp2eqVq1avL+++/L2LFjpbS01NRgP/nkk2bwr1AGDBhgmmlpc2+txdWm3hqqYzlnPHR0cL1GbRqm16x0igztp6wDlmlgjyVAd+rUyVy7Trmhv4ter45EPn78eNOHHAAAAHAilzvUfDwAHEHnc9Z+zRq+PXT6qQsuuECKi4tTdl5tFq/N4K+//vqUnQMAAABINvpAAw43YcIE0+R7/fr13imsAkcATxadXivUFGAAAACAHVADDTiYDgymTc2V9sXWQU50uiwdKbR58+ZJP58OqKJN4ZWeR/uDAwAAAHZBgAYAAAAAwAKacAMAAAAAYAEBGgAAAAAACwjQAAAAAABYQIAGAAAAAMACAjQAAAAAABYQoAEAAAAAsIAADQAAAACABQRoAAAAAAAsIEADAAAAAGABARoAAAAAAInu/wH4LumoBqSbzgAAAABJRU5ErkJggg==",
|
|
"text/plain": [
|
|
"<Figure size 1000x500 with 4 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"pos = (49.,45.5) #x,y\n",
|
|
"charge, pixels = g.hit(*pos)\n",
|
|
"fig, axs = charge_and_pixel_plot(charge, pixels, pos, g.pixel_size, g.grid_size)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "04723ed2-757f-449b-8d66-442529a38cab",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Generate hit positions"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 27,
|
|
"id": "6390e1ef-2216-47ed-a8ce-106b9a7766ed",
|
|
"metadata": {
|
|
"editable": true,
|
|
"slideshow": {
|
|
"slide_type": ""
|
|
},
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": "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",
|
|
"text/plain": [
|
|
"<Figure size 1000x500 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"fig, axs = plt.subplots(1,2, figsize = (10,5))\n",
|
|
"ticks = [tick for tick in np.arange(0,g.pixel_size*g.grid_size+1, g.pixel_size)]\n",
|
|
"\n",
|
|
"for ax, func in zip(axs, [g.uniform_hits, g.triangle_hits]):\n",
|
|
" mx, my, pixels = func(300)\n",
|
|
" if g.device != 'cpu':\n",
|
|
" mx = mx.cpu()\n",
|
|
" my = my.cpu()\n",
|
|
" \n",
|
|
" ax.scatter(mx,my, marker = '.')\n",
|
|
" ax.set_xlim(0,g.grid_size*g.pixel_size)\n",
|
|
" ax.set_ylim(0,g.grid_size*g.pixel_size)\n",
|
|
" \n",
|
|
" ax.set_xticks(ticks)\n",
|
|
" ax.set_yticks(ticks)\n",
|
|
" ax.set_title(func.__name__)\n",
|
|
" ax.set_xlabel(r'x [$\\mu$m]')\n",
|
|
" ax.set_ylabel(r'y [$\\mu$m]')\n",
|
|
" \n",
|
|
" ax.grid()\n",
|
|
"fig.tight_layout()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "61d5d2a1-6952-41d3-a932-9b0479dc38e8",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Generate hits for ETA and write to cluster file"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 4,
|
|
"id": "168d967c-94a3-4b32-aa14-4a248035e5c6",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"9999\n",
|
|
"Duration: 1228.624s, FPS: 8.14, hits/s: 8.1e+03s\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"generate_hits = False\n",
|
|
"n_hits = 1000\n",
|
|
"n_frames = 10000\n",
|
|
"\n",
|
|
"\n",
|
|
"tag = '_B'\n",
|
|
"\n",
|
|
"if generate_hits:\n",
|
|
" g.write_clusters_for_eta(n_hits, n_frames, tag = tag)\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 32,
|
|
"id": "0b3fef19-144b-4421-8d21-66b67b838813",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": "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",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"#configure the eta histogram\n",
|
|
"n_bins = 400\n",
|
|
"ax_min = -0.2\n",
|
|
"ax_max = 1.2\n",
|
|
"e_min = 0 \n",
|
|
"e_max = 50000000 #309000\n",
|
|
"e_bins = 1\n",
|
|
"\n",
|
|
"#Histogram to hold the ETA value per energy bin\n",
|
|
"eta_hist = bh.Histogram(\n",
|
|
" bh.axis.Regular(n_bins, ax_min, ax_max), \n",
|
|
" bh.axis.Regular(n_bins, ax_min, ax_max),\n",
|
|
" bh.axis.Regular(e_bins, e_min, e_max),\n",
|
|
")\n",
|
|
"\n",
|
|
"\n",
|
|
"with aare.ClusterFile(f'.data/test_{g.grid_size}x{g.grid_size}{tag}.clust', cluster_size = (g.grid_size,g.grid_size)) as f:\n",
|
|
" for clusters in f:\n",
|
|
" eta2 = aare.calculate_eta2(clusters)\n",
|
|
" # eta2 = aare.calculate_eta3(clusters)\n",
|
|
" eta_hist.fill(eta2['x'], eta2['y'], eta2['sum'])\n",
|
|
"\n",
|
|
"\n",
|
|
"#Save histogram\n",
|
|
"with open(f\".data/test_{g.grid_size}x{g.grid_size}{tag}.pkl\", \"wb\") as f:\n",
|
|
" pickle.dump(eta_hist, f)\n",
|
|
"\n",
|
|
"energy_index = 0\n",
|
|
"data = eta_hist.view()[:,:,energy_index]\n",
|
|
"x = eta_hist.axes.edges.T[0].flat\n",
|
|
"y = eta_hist.axes.edges.T[1].flat\n",
|
|
"\n",
|
|
"fig, ax = plt.subplots()\n",
|
|
"mesh = ax.pcolormesh(x,y,data)\n",
|
|
"fig.colorbar(mesh)\n",
|
|
"ax.set_title(f'ETA[{energy_index}] - {data.sum()/1e6}M hits')\n",
|
|
"ax.grid()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 13,
|
|
"id": "cada1860-6b7b-416a-a39b-295586121531",
|
|
"metadata": {
|
|
"editable": true,
|
|
"slideshow": {
|
|
"slide_type": ""
|
|
},
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(15.0, 60.0)"
|
|
]
|
|
},
|
|
"execution_count": 13,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": "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",
|
|
"text/plain": [
|
|
"<Figure size 1000x1000 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"etabinsx = np.array(eta_hist.axes.edges.T[0].flat)\n",
|
|
"etabinsy = np.array(eta_hist.axes.edges.T[1].flat)\n",
|
|
"ebins = np.array(eta_hist.axes.edges.T[2].flat)\n",
|
|
"p = aare.Interpolator(eta_hist, etabinsx, etabinsy, ebins)\n",
|
|
"v = aare.ClusterVector((g.grid_size,g.grid_size))\n",
|
|
"\n",
|
|
"show_arrows = True\n",
|
|
"a = np.linspace(25,50,20)\n",
|
|
"hit_position = np.zeros((a.size**2,2))\n",
|
|
"interpolated_position = np.zeros(hit_position.shape)\n",
|
|
"for i in range(a.size):\n",
|
|
" for j in range(a.size):\n",
|
|
" hit_position[i*a.size+j] = (a[i], a[j])\n",
|
|
"\n",
|
|
"for i, hit in enumerate(hit_position):\n",
|
|
" charge, pixels = g.hit(*hit)\n",
|
|
" pixels = (pixels*1000).astype(np.int32)\n",
|
|
" pixels = np.array(pixels).reshape(1,9)[0]\n",
|
|
" c = aare._aare.Cluster3x3i(1,1,pixels)\n",
|
|
" v.push_back(c)\n",
|
|
"\n",
|
|
"tmp = p.interpolate(v)\n",
|
|
"# offset = 25/2\n",
|
|
"offset = 0\n",
|
|
"interpolated_position[:, 0] = tmp['x']*25+offset\n",
|
|
"interpolated_position[:, 1] = tmp['y']*25+offset\n",
|
|
"\n",
|
|
"\n",
|
|
"fig, ax = plt.subplots(figsize=(10,10))\n",
|
|
"for i in range(hit_position.shape[0]):\n",
|
|
" ax.plot(*hit_position[i], '.', color = 'black', ms = 3)\n",
|
|
" ax.plot(*interpolated_position[i], '.', color = 'red', ms = 3)\n",
|
|
" if show_arrows:\n",
|
|
" ax.arrow(*hit_position[i], *(interpolated_position[i]-hit_position[i]),length_includes_head=True,\n",
|
|
" head_width=0.3, head_length=0.3)\n",
|
|
"\n",
|
|
"\n",
|
|
"ax.set_title('Interpolation from C++')\n",
|
|
"ax.xaxis.set_minor_locator(MultipleLocator(5))\n",
|
|
"ax.yaxis.set_minor_locator(MultipleLocator(5))\n",
|
|
"ticks = [tick for tick in np.arange(0,g.pixel_size*g.grid_size+1, g.pixel_size)]\n",
|
|
"ax.set_xticks(ticks)\n",
|
|
"ax.set_yticks(ticks)\n",
|
|
"ax.grid(visible=True, which='minor', color='silver', linestyle='--')\n",
|
|
"ax.grid(visible=True, which='major', color='black', linestyle='-')\n",
|
|
"ax.set_xlim(15,60)\n",
|
|
"ax.set_ylim(15,60)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "033d20a4-818c-4585-ae8b-43b8e23d3d64",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Interpolate one pixel from the ETA dataset\n",
|
|
"\n",
|
|
"- Uniformity\n",
|
|
"- Correct assignment"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 11,
|
|
"id": "b0398535-b646-4b3c-9029-0a8b8aa764f1",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": "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",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"#Lets take the same eta dataset and interpolate\n",
|
|
"n_subpixels = 20\n",
|
|
"n_bins = g.grid_size*n_subpixels\n",
|
|
"image_hist = bh.Histogram(\n",
|
|
" bh.axis.Regular(n_bins, 0, g.grid_size), \n",
|
|
" bh.axis.Regular(n_bins, 0, g.grid_size),\n",
|
|
" # bh.axis.Regular(e_bins, e_min, e_max),\n",
|
|
")\n",
|
|
"\n",
|
|
"\n",
|
|
"with aare.ClusterFile(f'.data/test_{g.grid_size}x{g.grid_size}{tag}.clust', cluster_size = (g.grid_size,g.grid_size)) as f:\n",
|
|
" for clusters in f:\n",
|
|
" # eta_hist.fill(eta2[:,0], eta2[:,1], energy['sum'])\n",
|
|
" hits = p.interpolate(clusters)\n",
|
|
" image_hist.fill(hits['x'], hits['y'])\n",
|
|
"\n",
|
|
"image = image_hist.view()\n",
|
|
"x = image_hist.axes.edges.T[0].flat\n",
|
|
"y = image_hist.axes.edges.T[1].flat\n",
|
|
"\n",
|
|
"fig, ax = plt.subplots()\n",
|
|
"mesh = ax.pcolormesh(x,y,image)\n",
|
|
"fig.colorbar(mesh)\n",
|
|
"ax.set_title(f'Image - {image.sum()/1e6}M hits')\n",
|
|
"ax.grid()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"id": "4559f6f0-cc46-41cd-b345-8ff81ef4fbd5",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": "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",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"err_hist = bh.Histogram(\n",
|
|
" bh.axis.Regular(100, 0, 10) #um\n",
|
|
")\n",
|
|
"with aare.ClusterFile(f'.data/test_{g.grid_size}x{g.grid_size}{tag}.clust', cluster_size = (g.grid_size,g.grid_size)) as f:\n",
|
|
" with h5py.File(f'.data/test_{g.grid_size}x{g.grid_size}{tag}.h5') as hf:\n",
|
|
" \n",
|
|
" for i in range(100):\n",
|
|
" clusters = f.read_frame()\n",
|
|
" x,y = hf['x'][i], hf['y'][i]\n",
|
|
" # eta_hist.fill(eta2[:,0], eta2[:,1], energy['sum'])\n",
|
|
" hits = p.interpolate(clusters)\n",
|
|
" # image_hist.fill(hits['x'], hits['y'])\n",
|
|
" error = np.sqrt(np.abs(hits['x']*g.pixel_size-x)**2+np.abs(hits['y']*g.pixel_size-y)**2)\n",
|
|
" err_hist.fill(error)\n",
|
|
"\n",
|
|
"fig, ax = plt.subplots()\n",
|
|
"ax.stairs(err_hist.values(), err_hist.axes[0].edges);\n",
|
|
"ax.set_xlabel(r'Distance from truth [$\\mu$m]')\n",
|
|
"ax.set_ylabel('Intensity [a.u.]')\n",
|
|
"ax.grid()"
|
|
]
|
|
}
|
|
],
|
|
"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": "3.13.9"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|