{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "*This notebook was created by Sergey Tomin (sergey.tomin@desy.de). Source and license info is on [GitHub](https://github.com/ocelot-collab/ocelot). January 2018.*" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial N2. Tracking.\n", "\n", "As an example, we will use lattice file (converted to Ocelot format) of the European XFEL Injector. \n", "\n", "##### This example will cover the following topics:\n", "- calculation of the linear optics for the European XFEL Injector.\n", "- Tracking of the particles in first and second order approximation without collective effects.\n", "\n", "#### Coordiantes\n", "Coordinates in Ocelot are following:\n", "$$ \\left (x, \\quad x' = \\frac{p_x}{p_0} \\right), \\qquad \\left (y, \\quad y' = \\frac{p_y}{p_0} \\right), \\qquad \\left (\\tau = c\\Delta t, \\quad p = \\frac{\\Delta E}{p_0 c} \\right)$$\n", "\n", "Let's have a look on the new variable $\\tau = c t - \\frac{s}{\\beta_0}$. $s$ is independent variable which is the distance along the beam line (which, in turn, is the path length of the reference particle) and $v_0$ is the velocity of the reference particle, $t$ is the time at which a particle arrives at the position $s$ along the beam line. For the reference particle $\\tau = 0$ for all $s$. A particle arriving at a particular location at an earlier time than the reference particle has $\\tau < 0$, and a particle arriving later than the reference particle has $\\tau > 0$. $\\Delta E = E - E_0$, where $E = \\gamma m_0 c^2$\n", "\n", "#### Requirements \n", "* injector_lattice.py - input file, the Injector lattice.\n", "* beam_130MeV.ast - input file, initial beam distribution in [ASTRA](http://www.desy.de/~mpyflo/) format." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "initializing ocelot...\n" ] } ], "source": [ "# the output of plotting commands is displayed inline within frontends, \n", "# directly below the code cell that produced it\n", "%matplotlib inline\n", "\n", "# this python library provides generic shallow (copy) and \n", "# deep copy (deepcopy) operations \n", "from copy import deepcopy\n", "\n", "import time\n", "\n", "# import from Ocelot main modules and functions\n", "from ocelot import *\n", "\n", "# import from Ocelot graphical modules\n", "from ocelot.gui.accelerator import *\n", "\n", "# import injector lattice\n", "from injector_lattice import *" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you want to see injector_lattice.py file you can run following command (lattice file is very large):\n", "```\n", "$ %load injector_lattice.py\n", "```\n", "The variable *cell* contains all the elements of the lattice in right order.\n", "\n", "And again Ocelot will work with class MagneticLattice instead of simple sequence of element. So we have to run following command. " ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "lat = MagneticLattice(cell, stop=None)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Design optics calculation of the European XFEL Injector\n", "#### *Remark*\n", "*For convenience reasons, we define optical functions starting at the gun by backtracking of the optical functions derived from ASTRA (or similar space charge code) at 130 MeV at the entrance to the first quadrupole. The optical functions we thus obtain have obviously nothing to do with the actual beam envelope form the gun to the 130 MeV point.*\n", "\n", "Because we work with linear accelerator we have to define initial energy and initial twiss paramters in order to get \n", "correct twiss functions along the Injector. " ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# initialization of Twiss object\n", "tws0 = Twiss()\n", "# defining initial twiss parameters\n", "tws0.beta_x = 29.171\n", "tws0.beta_y = 29.171\n", "tws0.alpha_x = 10.955\n", "tws0.alpha_y = 10.955\n", "# defining initial electron energy in GeV\n", "tws0.E = 0.005 \n", "\n", "# calculate optical functions with initial twiss parameters\n", "tws = twiss(lat, tws0, nPoints=None)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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ePYuZM2di+vTpaNq0qVPrcAanxV779u0BAJMnT8bkyZPN9tHrKYqHIAiCINyOGgmVzV2vRvqVvOtA7hXXx/Eye/fuBQAkJSVZ7HPq1Ck0b97c2C86Ohpbt27FmDFjAACTJk1C/fr18eKLL7p9vXKcFnszZsww67MmCIIgCMLDKCx7NVwbS369GpY9V9ejJi6sJTU1FUFBQWjdurXZ87t370Z6ejoef/xxAEBAQAC6deuGbdu2AQB+/PFH/P3330hJSfF4BhOnxd4bb7yh4jIIgiAIwg4MBkCj4Tdb/QKc3pbu+Fj2rstdKBIqu2jZk7uB1bDsOek2rWykpqaidevWZoUaYwyvvvoqwsLC8OSTTxqP9+rVC6+99houXLiAyZMn45FHHkHv3r09uGqO02KPIAiCIDwCY8Dvk4Ajf/L0IhE1gAd+Bureatq3rBhYcj9wej0QGAzENwZG/wAkNHFszgs7geUTgZxLANMD7UYDwz83L+ZO/AMsexQozgVCooDOjwL933DqoTqNPGrW1VQp2hAgLA4ozKJo3HJycnJw5swZjB071uRcaWkpnn76afzzzz/44osvUKuWENu9evWCXq/H0KFDodfr8cEHH3hw1QISewRBEETl5uIu4MAScT//OvD7k8DETYC2gpVl6ydc6AGAvgS4cRTYMR8Y+rFjc256D8g6K+4fWAIk9gHaj1b2K8wC/ngSKNbx+8U6YMvHQPLjQHQdx+Z0BUmUBYYAobGujxdZS4g9xrxnsawkpKamgjGGqKgo7NixAwaDAVlZWdizZw8WLlyIq1evYsGCBZg4caLius6dOyMsLAxpaWn49ttvkZCQ4JX1O2TjbteuHQ4dOmR3f4PBgHbt2uHo0aMOL4wgCIIgAAAXZWm+AsvF3Y2jwK6vlP1yLgOb3udtTSCgKf+Ku7DTsfkMBi4w5fMBwN+vACX5yr4ps4H8G6Z9Lzo4p6tIKVKiaqojzCTrYFkRUJTj+ng+jhSJ+8knn6Br167o27cvJkyYgA0bNmDs2LE4e/YsJk2aZHJdQEAA4uLi0LNnT7NWQU/hkNg7dOgQCgsL7e7PGHP4GoIgCIJQIAkvALj7M9E+8JOy3+HlgL68NmmXJ4BabXn7+hHHBMuNY8JS1+wOoMVQ3i64CZxaJ/rpy4C0X3g7KBwY9J75NbubshKgMJO3Xd2vJ0GJlRVMmTIFjDHjraioCFevXkVKSgpef/111K5d2+x1c+fOxc2bN/Hll196NajVYTfu8OHDERISYnd/itglCIIgnIYxYSULjQHa3gvs/AK4kgqkpwHZF4DYBvz88VXiuo5jAUMpcPUAAAZc2gM06WffnHJLYv0uQPWWwLEV5XOsBlrdXd5vJ3d1AkDTgUCrYcCK58Q5T6GonqFS5Kt8nNxrQPXm6oxbBSgoKMCBAwewe/duTJ8+He+88w5atmzp1TU5JPYeeeQRpybxlo+aIAiC8HGyzgo3ab1kHhXbYjAXewAXX10mAvkZwIXt/Fi1JkD1ZlyoSa7ei7scEHsyq1z9LkDt9kBwJFCSB5xYwy16gVqluGwxBAiPBxKaAzePc5FZWggEhbn2+O0hT8Uce+bGIcueQ/zzzz8YMWIEatWqhVdeeQVTp0719pIcE3vfffedu9ZBEARBEKZcPSja9Trxv80HA+vf5u1jK7nYO/kPwAzl5weV9+8sG+eA/XNeS+N/A4K40NOGcKF45A/uLr24E2jYjc8N8P2BTfqLOW8eBwxlwPWj5iOG1SZPxbQrxnFkEb0k9hxi+PDhYIx5exkKVEpCRBAEQRBuIOeSaMcn8r81WgGxvPwUzm8FCrOB4ytFv+ZD+N+YekBAuU1DJxvH5pwXy6+vy4WefEyAW/RuHBPRug27caseAMQ3Ev10l+2f0xUUdXFdTLtiHEdeRYPq4/o6JPYIgiCIyotc7MXU4381Gu42BbgF7dgK4FR5upXwBKB+Mm8HBIr0Jzl2ir0inQjmiKkvjjcdwC14ALfoHZOJyxYyISi/xt45XcUtlj1y4/oTJPYIgiCIyotkZQOE2AOEqxYAVr/Eky0DQLM7ucgzXlMuvgqzgOI82/PJrXHy+cLjuQUP4Ba9rfPMr0V+jafEnlsse/IqGmTZ83VI7BEEQRCVF0kwaQKAKFl6iwbdRPLgklxxvMVg5fVy8WWPW9WcJdE4tsyCJ6VmqdEaiGtk/hq5UHUn7rDshUQBQRGm4xM+CYk9giAIovIiia+o2kBgkDgeqOU58ORoQ3mVCzmOii9LlkRAacGTqCguo+oAKE855mnLniYAiFAx+4WUfsWB+riVLTDBl1HzuSSxRxAEQVROSgt5ImPAVHgBPCpXTmIfIDhcecxRt6o1y15cI6BmmwprqCAAtcEiuMFje/au878R1ZUubFeRHkdxDn8trKDRaGAwGGAwGNSbv4ojPZdq5Ct2S23cvn37ok6dOnjllVfQqlUrd0xBEARB+Du6K6JtTuy1GAokPQic28xThfSbYdrH0YAJhdirb3r+ztnA39O5G7fVcKCOmdQqMfWA3Kvc/VlWLCJ63YHBwGsFA8p0KWpQMf2K3F1dAY1GA8YYSkpKYDAYEBgYCI1GQ4UVnIAxBoPBgJKSEmi12sor9jZs2AAA+OmnnzBmzBj873//c8c0BEEQhD8jd6lG1zU9H6gFhi+wPob8uhx79uzJ+pib85ZewBOb7ZhzN2/rrgDxt9ie11kKMnhEMqBeQmUJRfoV62JPIiQkBCUlJSgrK1N3LVUQrVbrUMUyq2OpMkoFDAYD8vPzsXHjRqPwIwiCIAiHsGVlswdn9+yFxgIhkSrMecm9Yi9PFinrVsue7YhcjUYDrVYLrVZrrCFLOIfaVlG3iD0AiIiIwODBgzF48GDbnQmCIAiiItb2z9lLaDQQEsP3ndly4xr0wnXsrLiseK279+3luqFUmrnxHAjSANQXK4RrOB2gcccdd+DMmTNqroUgCIIgBNYiYx1BulZ3me9xs0TedcBQqt58gPvFnlstezXMz0P4HE6LvfT0dLRp0wazZs0i3zxBEAShPmpY9uTX6kuA/Buemw9wf649RY49tcUeVdHwF5wWe3v37sUbb7yBWbNmoX379ti82caGVYIgCIJwBClYIigCCItzfhx7LW2qWRLJjUtULpwWe4GBgZg2bRrS0tJQv3599O7dG48++igyMzPVXB9BEARRFWFMCKWYerwerrPYa2lTy7IXHg9ow0zHdAfudOOGxQMBWtN5CJ/D5aTKt9xyC9asWYPvv/8eK1euRIsWLfD999+rsTaCIAiiqlKQCZSVJ/KNMZMCxRHstuypJPY0GrHmnEtcuLqLXDe6cQMCxJhk2fNpVKug8eCDD2L37t2oXbs2xo0bhz59+uDEiRNqDU8QBEFUJdRyqVa83lp9XPk5teYszQeKsl0byxqSxS00FggKVX98Sezl3wD0tD/fV3FJ7F28eBE///wznnnmGXTq1AmNGzdGWloaQkNDcfLkSbRv3x4ff/yxWmslCIIgqgpq5NgzXm+vG7f8nCZQGZzg8pxucuUyJixualv1JIzjMuvBLUSlxuk8e/Xr18eVK1fAGEN0dDS6deuGN998E7169ULnzp0REBCAjz/+GC+//DLy8/Px6quvqrlugiAIwp9Ry6UKAFG1AU0AwAz2uXGj6/DqHK5QMUijVlvXxjNHca5wdUe5SexFVSiZFl3bPfMQbsXpd3NycjJ69eqFXr16ISkpyWzyxKlTpyI4OBhz5swhsUcQBEHYj05FsRcYxAWf7rJlsVdSwEuPqTFfxTHcZdlTpF1RORLX3LiUfsVncVrsLVu2zK5+ycnJuHr1qrPTEARBEFURNS170hi6y9wVWVoIBIUpz6u5X6/iGO7KtZcri5D1hGUvlyJyfRXVAjQs0b59eyxfvtzd0xAEQRD+hFzsRbsYjQtUCNK4YmY+FQNCAM/k2iPLHmEnDos9nU6H5557DvXr14dWq0V0dDQ6d+6MmTNn4vr16yb9w8LCMGzYMFUWSxAEQVQRJIEUWRPQhrg+ni1Lm9qWxOg65sdWE4Vlz01ijyx7foFDYq+kpAR9+vTBJ598Ao1Gg969e6N9+/a4dOkSZs6cicTERHzzzTfuWitBEARRFSgrEcJCDaseAETLxZ6Z9CvyY9EqiL2gMCA8wfJ8aiB3PbstGlcmIq2lrSEqNQ7t2fviiy+QlpaGhQsX4uGHH1ac2717N1599VVMnDgRBoMBjz/+uKoLJQiCIKoIuVcAlCciVsPKVnEcc5Y2tS170jgFN/nj0Ze5HuFbkWtpol29ubpjS0TVBkKigWIdcO2Qe+Yg3I5Dlr1ly5bh0UcfNRF6ANC5c2f8/fffeOyxx/Dcc88hPZ18+wRBEIQTyC1hrubYM45jy42r8p49+TjMAOSqHKjIGHD1IG9H1QEia6g7vkRAAFCrHW/rLgH5N90zD+FWHBJ7hw8fxsCBA632+eyzz1CrVi18/fXXLi2MIAiCqKK4y8pmbvyKx4KjgNAYleZ0Y5BG1jmgOIe3a7dXd+yKyMe/esC9cxFuwSGxl5OTg5o1re8L0Gq1GDt2LFJSUlxaGEEQBFFFcYeVLSwOCIooH7+C8GJMHIupx2vbqoE7c+3JRReJPcIGDok9vV4Prdb2noNOnTrh2LFjTi+KIAiCqMK4w7Kn0Yixci5xgSeRfxPQF6s7X8Wx1M61d3W/aHtU7O232I2ovDiceuXaNduh13FxccjKynJqQQRBEEQVR826uHIk8VVWCBRkyuZzgyURcK8b15OWvYSmgDbMdF7CZ3A4NGjEiBGIjIxEUlISOnTogA4dOiApKQmtW7c2Wv0CAgJQXFys+mIJgiCIKoAkjAJDgIgE9cataGmLqKacr2IfVedTUewxJkRXeIIyp587CAjktX0v7eJ7BQuzuFuc8BkcEnsrV65EamoqUlNTsXfvXmzevBkAoNFoEBQUhNatW6NDhw6Iiopyy2IJgiCIKoCUzy2mrnr754AKVTQuA3WSlPNV7OMqEdWBgCDAUKpujjrdZVHHt3Z7dZ8jS9Ruz8UewFO+3NLL/XMSquGQ2Bs0aBAGDRpkvJ+ZmWkUfpII/O6778AYg8YTbz6CIAjCvyjK4TndAHWFV8Xx5JY2d1n2AgK4YM06p+6ePU+6cM3Nc/UAiT0fw6XauPHx8ejfvz9efPFF/Pzzzzh58iSysrKwbt06vP/++06Pm5eXh+eeew516tRBaGgokpKS8NNPP9l17fXr1zF27FgkJCQgPDwcXbt2xbp168z2Xbt2Lbp27Yrw8HAkJCRg7NixZku+EQRBEB4i/YhoxzZUd2z5eOmHzbfVnjOuEf9blKOeK7cyiD3Cp3BI7M2bNw+XLll/s0ZHR6NPnz6YPHmy04saOXIkFi1ahNdffx2rV69G586dMWbMGCxevNjqdcXFxejXrx/WrVuHefPm4Y8//kDNmjVx5513YuPGjYq+GzduxKBBg1CzZk388ccfmDdvHtauXYt+/frRfkOCIAhvcWG7aNdPVnfsOkmAJpC3L+7kf/VlwKXdvB1VW31rYr3Oon1hhzpjekPsVW8BBAabzk/4BA65cWfNmoXJkyejU6dOuOeeezBy5Eg0btxY1QWtWrUK//77LxYvXowxY8YAAPr06YPz58/jhRdewOjRoxEYGGj22v/7v//DoUOHsG3bNnTt2tV4bfv27TFt2jTs3LnT2PeFF15As2bNsHTpUmNgyS233ILu3bvj22+/xaRJk1R9XARBEIQdyAVRg67qjh0cwcXRlVTgxjEekZtzESjJK5/vNvX3vzW4TbQv7ADa3uP6mJLYCokRlkN3ow0GarTiqVdungSK84CQSM/MTbiMQ2Lv6tWr2LhxI5YtW4a5c+fipZdeQtu2bY3Cr1WrVi4vaPny5YiMjMS9996rOD5u3Dg88MAD2LlzJ7p162bx2ubNmxuFHsCTPD/00EN45ZVXcPnyZdStWxeXL1/G7t27MXv2bEXewG7duqFZs2ZYvny5w2Jv/9qfEBkR5tA1ROXh5o3rKL2y3yNzNYgPQ0JkiMPXZReU4mxGviI9GCHw5GvoTQoi6iMvtoXbxg8uykBs5j5jHjoWEITMhE7QB7npi50ZEJuxH7pLR1F6ZT/antuOIAAlwXFYfzUSsCPdlyO0iGiHRkgFAJz660MElWRCctweCWqNC4fUnS+wtBH6IwAaGJB/9F8c1/7PtfHKCtC+vPRaRnQL7D7sudKkrUOboT72A2A4tmIuCiKVLu+q8j9YWcjLL7S7r0NiLyAgAH369EGfPn3w2WefYevWrVi6dCm++eYbvP7662jWrBlGjRqFUaNGoUOHDg4vHAAOHTqEli1bmiRvbteunfG8JbF36NAh9OzZ0+S4dO3hw4dRt25dHDp0SHG8Yt+tW7daXF9xcbHCzavT8Y3ESbunIjqEglJ8mlPeXoB1YgE4919Vhajkr6FajC2Zhg2GJNXHjUQBUkKmoLomR3H8oOEW3F3yNgD1P+MmBK7Eq0E/8juy1y+lsDGe+DFV9fnuCIjFl+XeyCZHP1Oce2FnGA7v2Kv6nCuD66N1wHlE5J3DrdufUm3cZVcTMOsH9ddriQcDI/FOEG+3SLOwL7+K/A9WBnTF9v/ydylAo3v37vj4449x7tw5bN++HXfffTd+/vlndOrUCYmJiZg2bZrDY2ZkZCA+Pt7kuHQsIyPD5Wulv5b6Wptj9uzZiImJMd7q11cx4SdBEIQd3BW43XYnJ7gt4KiJ0AOAdgFn0VDjHgvS3YHbzB7/19DRLfPtMLSCjpl6YS6xBBxjDdwyp7sey0aDqcHCnWw1tEYpM7+NiqjcOJxU2RLJyclITk7GnDlzsH//fixbtgy//fYb3nvvPYfHspa2xVZKF0eutdTX2hgvv/yyIvhEp9Ohfv362N3oCUSEOe6aIyoHubm5bs8PWaI3YOsp/kPiluoRuL+T/T8U/jp4BYcucyty50bxiAyhD9yKeOI19Dadzn0JraEY/SPO4qWu6rtybzu1BijPEHKk9giElWbilps8uO2N9jocr91b1fmCyvLRZvN5AEC2tjqONeD7tHVh9dCkel+8pHHJHmGRNXkLUT9zOzTMAAAwBGhxNqE3XghTOTijnED9C1h3IwkRxTdVGzMjsil6VusOU1+WO2mBv3L+D3WyzVtcq8L/YGUiv7AYgH2ZT5wWe6+99hreeusts+eSkpKQlJRk8bw1qlWrZtaylpnJS9uYs8Y5em21ajxruqW+1uYICQlBSIipqOs85lVER0dbvI6o3KSlpaFt27ZunYMxhmmz1+OarghhGYEYedtABGttf5kxxvDWxnW4ri9GWFAgpoyz77qqhideQ6/z3V7g/FbEFF3CEx3Cgeja6o5/UtQ0b/XQBzyIYSEXe33CTqPP7eoG5OF0CrCZCy59/e647WHHvzOcozGAOxVHzG8OUhPX97RXDhoDGGH2TJX4H6xE6HQ64An7xJ7T3xhz5szB888/b/H8hQsXnBq3bdu2OHr0KMrKyhTH09LSAABt2rSxeq3Uz9q10l9Lfa3NQRDOotFo0K0x/6FRWKrH/ovZdl13+kY+rufyfaLJt8ST0KvKyCM7L6qUxkOitBC4so+3qzXlZcrq3MorQAAiVYmayMYsSPCsS5IgqhJOf2v89ttv+PLLL/HYY4+BycIDc3Nz8dJLL6FFC+dcDCNGjEBeXh6WLVumOL5o0SLUqVMHXbp0sXrtsWPHFClWysrK8MMPP6BLly6oU4fXD6xbty6Sk5Pxww8/QK/XG/vu2LEDx48fx8iRI51aO0HY4rZysQcA+y9m2XXNAZkovC2xmuWOhP8jT0VyQWXxdWU/L+sFCFEZHC5Kit08wVOVqIlM7OVXI7FHEO7CabE3dOhQrFq1Cr/88gsefPBBFBcX4/PPP0eTJk3w4Ycf4j//+Y9T4w4aNAgDBgzApEmT8PXXXyMlJQWPP/441qxZg/fee8+YY+/RRx+FVqvF+fPnjdeOHz8erVu3xr333ovFixdj7dq1uO+++3D8+HHMmTNHMc+cOXNw7Ngx3HvvvVi7di0WL16M++67D23atMG4ceOcfVoIwipNaoj0FRcz7Qubv5BZYPZ6ogpSS+Yiyzyj7tiZp83Po5jzrLpzZpTPGRKD0vCa6o5NEIQRlwI0evfujXXr1qFPnz6oUaMG8vLycPfdd+Pdd99F8+bNnR73t99+w/Tp0zFjxgxkZmaiRYsWWLJkCe6//35jH71eD71er7AqhoSEYN26dZg2bRqefvppFBQUICkpCatXr8btt99usvZVq1ZhxowZuOuuuxAeHo6hQ4fi/fffN7snjyDUoH5cuLEtF3HWuCjrVz+ecjlWaSJqcLeqoRTQXVZ37BzZeDGy4CF5RQndJQAqRZYaDIDuCm/H1lc/mTFBEEZcEnv79u3DK6+8gvz8fABAjx49sHTpUosVLuwlMjIS8+bNw7x58yz2WbhwIRYuXGhyvGbNmli0aJFd8wwYMAADBgxwdpkE4TAJkcEICwpEYakeF7PsFHuyfnKxSFRBAgKAmLpA1jle+UFN5OPJBZ5c+KlV2xUA8q8Lt7HaJcoIglDgtBv3gQceQOfOnXHkyBF8++232Lx5Mw4dOoThw4dTbVmCsIBGozFa5y5lFaKkzGC1P2MMZ29ysRcfEYyIENWyJRG+iiS+inKAIp1648qFnELs1TPfx13zEQShOk6Lvb/++guvv/46Tp48ibFjx6J79+5Yv349du/ejTvvvBN5eXlqrpMg/IZWtXmKnpIyAw5eyrba9+zNfNzM4z+eWteh1D4EKrhVVXTlSuIrKAIIizM/n5rWREuWRIIgVMdpsXfy5Em89tprCAsTe4iSkpKwceNGnDp1Cn379lVlgQThb3RrnGBsbzttuVpLxfPy64gqjDssbYyJsWLqKffPRdUGpOTGbrPsUSUignAnTvuEatWqZfZ48+bNsXnzZtoLRxAW6CpLv7Lu2HWr6VT+OSJKVMmvI6ow0XVFWy1LW0EmUFYeHR5TV3kuMIgLPt1l97pxTau0EQShEg6LPZ1OhxkzZmDZsmW4evUqwsPD0bx5cwwdOhSTJk1CjRo10KhRI2zevNkd6yUIn6d+fDjqx4fhYmYhDlzMxn1f2q5zGhWiRRty4xJAhYAJldy4Ohv752LqcbGXfwMoLQKCQl2f00Ts2Zd3kiAIx3HIjVtSUoI+ffrgk08+gUajQe/evdG+fXtcunQJM2fORGJiIr755hsAli1/BEEA/Vs6llOsT4sa0AZS5QwC7nHj2nKpyq2Jau0TlObUBACR9H1BEO7EIcveF198gbS0NCxcuBAPP/yw4tzu3bvx6quvYuLEiTAYDHj88cdVXShB+BOTBzRDnZgwY/CFNWLCg3B/5wYeWBXhE8jdrG4RexYse/K+1VSokSvNGVUHCKQoc4JwJw79hy1btgyPPvqoidADgM6dO+Pvv//GE088geeeew7Dhg1DzZqUEZ0gzBEVGoTHeiV6exmELxISBYTGAkXZ6u3ZsxUZq3auvdJCoOCm5fkIglAVh/xChw8fxsCBA632+eyzz1CrVi18/fXXLi2MIAiCsIAkvnRXAIPeel97cNSy5/J88modJPYIwt04JPZycnJsWuu0Wi3Gjh2LlJQUlxZGEARBWEBy5RpKgbzrro8nF3DRdU3Pq51rj3LsEYRHcUjs6fV6aLW2Pb+dOnXCsWPHnF4UQRAEYQW1EytLlraIGoDWTG1w1S17VD2DIDyJw+F9165ds9knLi4OWVkURk8QBOEW1LS06UuB3Kum48oJi+OVNQA3iD1KqEwQ7sbhEKgRI0YgMjISSUlJ6NChAzp06ICkpCS0bt3aaPULCAig+rgEQRDuQs2ACd0VAKx8XAtiT6PhruObJ/h8jCmrbDiKQuyZcRsTBKEqDom9lStXIjU1Fampqdi7d68xcbJGo0FQUBBat26NDh06ICoqyi2LJQiCIKCuW9VeK1tMPS72ygqBwiwgPN75OW0lcSYIQlUcEnuDBg3CoEGDjPczMzONwk8Sgd999x0YY9C48quPIAiCsIzbxJ4V4VXRdeyK2JPmDI7kaWQIgnArLmWyjI+PR//+/dG/f3/jMZ1Oh71792Lfvn0uL44gCIIwQ2QtQBMIML3re/bsjYyt6Dqu3d65+RgTYi+mnmvuYIIg7EL1tOXR0dHo06cP+vTpo/bQBEEQBMArTkTV5u5QV+vjyqN5re2fU8uaWJABlBWZjkkQhNugYpsEQRC+iCSUCm7yihTO4siePeM1LlgTKcceQXgcEnsEQRC+iEJ8uWDdk8ReYAgQnmDnfC5Y9ijHHkF4HBJ7BEEQvohqljZp/1xdIMDKV4K8soZqYo9y7BGEJyCxRxAE4YuoYWkrygGKdabjmUMbwitsAOpYEgHzpdkIglAdEnsEQRC+iBqJlR21skmCMPcqr7zh8pzkxiUIT0BijyAIwheRR87qzIg9xoCN7wHfDweWPwHkmil1KbfQ2WNlM4ozVl55owLXDgG/PAz8bySQ+j/zYxjFngaIrmN7ToIgXEb11CsEQRCEB7Dlxj35D5DyjrivCQSGz1f2cTQytqI1Ma6h8vxfzwKX9/D26fVAw25AtcYV5ixfa2RN7homCMLtkGWPIAjCFwmN5RUoAPNi7+ifyvvHVwL6MuUxR12q1gSm7ooQegAABhxfpexTVgzkXbN/PoIgVIHEHkEQhC+i0QjBlHOJu20lDHrg+Bpl/8Is4OIO5TFn9+wBphHAFYUdAByrcEzu+iWxRxAeg8QeQRCEryIJprIiXplC4tJunmy5IhXFl0LsObJnD6aWvYpjA1xc5svWRcEZBOEVSOwRBEH4KpYsbcdWivYds/h+PYC7cuUWQEl8hcUDwRF2zCez/snLrBXpgLObRJ9uT/M2MwAn/zZ/DeXYIwiPQWKPIAjCV4m2UEXj+Gr+VxMAtLufB0oAQNY54MYx3jbogdxyt6o9Vj0AiEjglTYApZXu9DrAUJ6KpfkgoMVQcU4uPBUBIZRjjyA8BYk9giAIX0Vu2cs6x//ePAlknOTt+rcBEdWAFkNEP0l86S4DhvKADXutbBqNEGlZ5wGDoXxMmQu3+WCgXmdReu30eqC0SLlGgBIqE4QHIbFHEAThq9RsJdqX9/K/ckta80HlfweLY1IghdQfAGrIxrGF1Lc0H7h5nCdXlly1IdFAw+5AQCDQ7M7yfgXA2Y3lc6byv5pAIKGZ/XMSBOESJPYIgiB8lRqtRfqVizv5X3lUrGTRi2sI1GzD25f3ArqrwIWdol+D2+yfs34X0b6wAzi/jZddA4CmAwBtcPncMoF5bCVQmA1cP8rv12oLhETaPydBEC5BYo8gCMJXCdQCdTvytu4ycGYjcHEXv5/QXJnQWG7dO/izEIcAUK+T/XPKxd7FXXwsc3Mk9gG0Ybx9bAV354KZjkEQhNshsUcQBOHLyIXTLw/DKKjajFL2az1CtDe+B1w7yNvVWwBhcfbPV7s9EFhuvTu2Etj/I28HR3HLnkRwuHAjF2QAK56XrTnZ/vkIgnAZEnsEQRC+jFzsFWXzvzH1gW5PKfvVbAV0HMfbpfkiOMNR4RUUCtTpwNvFOeJ431eB0Bhl3/6vC+uetLaKayYIwu2Q2CMIgvBlbukF1JW5YQOCgLs/MZ83r//rQHyiuB8aA3Qa7/ictz0JaEPF/UY9geTHTPvFNQLueFt5rO29lFCZIDyM1tsLIAiCIFxAGwxMWAvkpQMl+dwlGx5vvm9YHPDkTp7vThsCRFTnfx2l9XDusi3I5Pn1YhvyCFxzdJ4AtLiLR+WGRPNUMARBeBQSewRBEL6ORgNE1bKvrzZYGbjhLMER9lXdAIComq7PRxCE05AblyAIgiAIwo8hsUcQBEEQBOHHkBvXRfR6PQDg0qVLiI6O9vJqCGdJT09HXJwD6SeISge9hr4NvX6+D72GnkWn0wEQOsQaJPZc5MiRIwCA1q1be3klBEEQBEFUNU6dOoXOnTtb7UNiz0Xq1eMpBC5evEiWPR/m8OHDJNh9HHoNfRt6/Xwfeg09i06nQ/369dGkSRObfUnsuUhgIE83EB0dTWLPh4mMjKTXz8eh19C3odfP96HX0DtIOsQaFKBBEARBEAThx/i92Pvmm2+g0WgQGRlpci41NRX9+/dHZGQkYmNjMXLkSJw5c8YLqyQIgiAIgnAPfi32Ll++jKlTp6JOnTom544dO4bevXujpKQEv/zyC7799lucOHECPXv2xI0bN+yeIyTEiezzBEEQBEEQHsKvxd4TTzyBXr16YcCAASbnZsyYgZCQEKxYsQKDBw/GyJEjsXLlSty4cQMffPCB3XOQ2CMIgiAIojLjt2Lvhx9+wMaNG7FgwQKTc2VlZVixYgVGjRql2EzasGFD9OnTB8uXL/fkUgmCIAiCINyGX0bjXr9+Hc899xzeffddY2oUOadPn0ZhYSHatWtncq5du3b4999/UVRUhNDQUNXXxhgDY0z1cf0RjUYDjUYDAGCMl/8kCIIgCMIx/FLsPfnkk2jevDkmTZpk9nxGRgYAID4+3uRcfHw8GGPIyspC7dq1Tc4XFxejuLjYeF/KYG0PxcXFKCsrs7s/AWi1Wly9GoK+fYFq1YCUFMBMrA1BEARBEBbwO7G3bNky/PXXX9i3b5/RKmQJa+ctnZs9ezZmzpxpcvzw4cNmI34lGGMIDAyEVqu1uS6CwxhDWVkZfvghBmfP1sPZs8DcuRcxbFi26nPpdDqkpaWpPi7hOeg19G3o9fN96DX0LHl5eXb39Suxl5eXh//+9794+umnUadOHWRnZwMASkpKAADZ2dkICgpCtWrVAAgLn5zMzExoNBrExsaanePll1/G5MmTjfelDNatW7e2mEySMYaCggIEBwcjKCjIhUdY9SgtLUVERAkCAhgMBg2uXq2Ptm3rqz5PWloa2rZtq/q4hOeg19C3odfP96HX0LM44ln0K7F38+ZNpKen48MPP8SHH35ocj4uLg7Dhg3D0qVLERYWZvYXSFpaGpo0aWJxv15ISIjDEbjSHr2AAL+Nh3EbAQEByM0FgoIYios12LXL2ysiCIIgCN/Cr8RerVq1kJKSYnL83XffxcaNG7F69WokJCRAq9Xirrvuwm+//Yb33nsPUVFRAIALFy4gJSUFzz//vFvWR+5bx9FoNMjMFPcPHACKigA3xM4QBEEQhF/iV2IvNDQUvXv3Njm+cOFCBAYGKs7NnDkTnTt3xtChQ/HSSy+hqKgIM2bMQEJCAqZMmeK5RRM2kYu90lIu+Lp08d56CIIgCMKXqLJ+xRYtWmDDhg0ICgrCPffcg7Fjx6JJkybYtGkTqlev7u3lEeUwBmRlKY+RK5cgCIIg7MevLHuWWLhwIRYuXGhyvGPHjli7dq3nF0TYTU4Ot+bJIbFHEARBEPZTZS17hG9gJmCaxB5BEARBOACJPUI1CgoKMHPmTLRo0QKhoaGoVq0axowZg6yKflgHMCf2Tpwwde0SBEEQBGGeKuHGJdwPYwxjxozBpk2bMGPGDCQlJeHgwYN4/vnn0bhxY7z99ttOjXvzpmiHhvJIXADYswcYMECFhRMEQRCEn0OWPUIVNm7ciD///BNff/01nn/+efTp0wfPPvssatSogfz8fKfHlVv25OJu924XFksQBEEQVQgSe4Qq/Prrr4iLi8OIESOMxzZt2oT09HT07dvX6XHlaVeGDRNt2rdHEARBEPZBblwv0qkTcO2at1chqFWLu0edYdu2behSnvzuypUr+PvvvzFt2jT069cPQ4cOdXpNcsve7bcDMTE8QnfnTp6WhfJUEwRBEIR1SOx5kWvXgMuXvb0K1ykqKsKhQ4cwbNgwzJo1CzNmzAAANGjQAAsXLnSpcohc7NWpA3TuDKxdK567evVcXT1BEARB+Dck9rxIrVreXoESZ9eTmpqKsrIyJCcno0WLFujSpQt27NiBuXPnolevXjh48CAiIyOdGlsK0IiOBsLDgeRkLvYA7solsUcQBEEQ1iGx50WcdZlWNnaVb6BLTk5GQkICEhMTMXDgQDRr1gxjxozBjh070L9/f/z3v/9FUVER/u///g8GgwEjRoxAw4YN8cknn1gcW7LsSUI0OVk+LzBypLseFUEQBEH4BxSgQbjMrl27kJiYiISEBLPn69SpAwB4+eWX8csvv+DChQt46aWXoNfr8fHHH1sct6AAKCzkbUtijyAIgiAI65Blj3CZXbt2oXbt2opjjDF88803aNOmDVq1agUAqFevHh5++GHcfffdAIAtW7YgMDDQ4rjy/Xo1a/K/tWtz1+2lS9wyqtcDVoYgCIIgiCoPiT3CJTIzM3H69GmcPn0aEyZMwJgxY1BQUIBvv/0WW7ZsQUpKiqJ/UlISFixYgG3bttncx5eXJ9oxMaKdnMzFXm4ucPw4UK4lCYIgCIIwA7lxCZeQ9us9/PDDWLNmDQYNGoSnnnoKWq0WO3fuRNeuXRV9Z86ciXvvvReLFi2yObZULQMAIiJEm1y5BEEQBGE/ZNkjXGLXrl0ICgrCl19+idDQUIv9Lly4gHvuuQc//PADmjdvjubNm+Pll19Gw4YNLV4j7dcDLIu93buBsWNdeAAEQRAE4eeQZY9wiV27dqFt27ZWhV5ubi6GDh2K119/Hb1790bt2rXx0EMP2ayXKxd74eGi3bGjSKa8c6crqycIgiAI/4cse4RL7N69GyNt5D+JiorCwYMHFccWLFhgc2xLlr3oaKBlS+DIEeDAAd4vLMyhZRMEQRBElYHEHuES6enpbhvbkmUPALp25WKvrIxH5fbs6bZlEARBEIRPQ25cotJiKUADAG67TbS3b/fMegiCIAjCFyGxR1RabFn2JEjsEQRBEIRlSOwRlRZLe/YAvmdPyr23fTvAmOfWRRAEQRC+BIk9otJiTewFBABduvB2ejpw/rzn1kUQBEEQvgSJPaLSYs2NC5ArlyAIgiDsgcQeUWmRB2iYq6xGYo8gCIIgbENij6i02LLsyStpkNgjCIIgCPOQ2CMqLQUFol1xzx4AxMXxQA0A2L9fKQ4JgiAIguCQ2CMqLZJ4CwwEgoPN95FcuVJyZYIgCIIglJDYIyot0p690FBRC7citG+PIAiCIKxDYo+otEiWvdBQy31I7BEEQRCEdUjsEapRUFCAmTNnokWLFggNDUW1atUwZswYZGVlOTWePWKvZUsgOpq3KbkyQRAEQZhCYo9QBcYYxowZg7lz52LixIlYvXo1ZsyYgZ9//hkffvihU2PaI/YouTJBEARBWIfEHqEKGzduxJ9//omvv/4azz//PPr06YNnn30WNWrUQH5+vsPjlZUBpaW8bU3sAUpX7tatDk9FEARBEH4NiT1CFX799VfExcVhxIgRxmObNm1Ceno6+vbt6/B48jQqISHW+/boIdok9giCIAhCCYk9QhW2bduGLuX+1CtXruC7777DqFGj0K9fPwwdOtTh8eTVM2xZ9m67jbtzARJ7BEEQBFEREnuEyxQVFeHQoUPo0qULZs2ahbp162L8+PEIDw/HwoULobGUN8UKcsueLbEXFQW0b8/baWlAdrbD0xEEQRCE36L19gKqNJ06AdeueXsVglq1nMpMnJqairKyMiQnJ6NFixbo0qULduzYgblz56JXr144ePAgIs0Vt7WCI2IP4K7cfft4NO727cCgQQ4+CIIgCILwU0jseZNr14DLl729CpfZtWsXACA5ORkJCQlITEzEwIED0axZM4wZMwY7duxAp06dUK1aNWRnZyMqKgoAsHTpUsydOxdbtmwxGdMZsffpp7y9dSuJPYIgCIKQILHnTWrV8vYKlDi5nl27diExMREJCQlmz9epUwexsbFITEzEgQMH0KNHD+j1esyYMQOff/652WvkYi8szPYauncXbTPakSAIgiCqLCT2vImfFHPdtWsXateurTjGGMM333yDNm3aoFWrVgCAjh07Yv/+/ejRowe+//571K9fH7fffrvZMR0J0ACAunWBRo2Ac+eAnTuBkhLL9XQJgiAIoirhdwEa+/fvx5AhQ9CgQQOEhYUhPj4eXbt2xQ8//GDSNzU1Ff3790dkZCRiY2MxcuRInDlzxgur9l0yMzNx+vRpbN26FRMmTMC6devw119/YeTIkdiyZQu++uorY19J7BUXF2PmzJl45513LI7rqBsXEClYior4/j2CIAiCIPxQ7GVnZ6N+/fqYNWsWVq1ahe+//x6NGjXCf/7zH7z99tvGfseOHUPv3r1RUlKCX375Bd9++y1OnDiBnj174saNG158BL6FtF/v4Ycfxpo1azBo0CA89dRT0Gq12LlzJ7rKMh5LYu+LL75Ax44d0alTJ4vjOpJnT0Keb49cuQRBEATB8Ts3bu/evdG7d2/FsaFDh+Ls2bP46quv8OqrrwIAZsyYgZCQEKxYsQLR5cVVO3bsiKZNm+KDDz7AnDlzPL10n2TXrl0ICgrCl19+iVAbJrhbb70VR44cwbvvvot169ZZ7euMZa/ivr0pU+y7jiAIgiD8Gb+z7FkiISEBWi3XtmVlZVixYgVGjRplFHoA0LBhQ/Tp0wfLly/31jJ9jl27dqFt27Y2hR4AxMbGom7duhgwYIBxH58lnBF7rVoBsbG8vXUrT8NCEARBEFUdvxV7BoMBZWVluHHjBhYsWIC///4bL774IgDg9OnTKCwsRLt27Uyua9euHU6dOoUieYSAjOLiYuh0OsWtKrN7924kJyfb1TcvLw95eXmYOXOmzb6OBmgAvIqGZN27cQM4edK+6wiCIAjCn/E7N67Ek08+iS+//BIAEBwcjE8++QQTJ04EAGRkZAAA4uPjTa6Lj48HYwxZWVkmEaYAMHv2bLNi5fDhwxYTBzPGEBgYiKCgIKeqSVRmpBx5J+1QVrNmzcKdd96JsrIym/2vXq0OIBYAkJl5BYcOFdr13DVpUh0ATyHz00+XMGJEls1rAECn0yEtLc2uvkTlhF5D34ZeP9+HXkPPkpeXZ3dfvxV7r7zyCiZMmIDr16/jr7/+wlNPPYX8/HxMnTrV2MeaeLB07uWXX8bkyZON93U6HerXr4/WrVsrXMJyDAYDCgsLERYWhoAAvzWmWmT//v24/fbb0aVLFyxfvhwRERE2r5GnTUlMrIPmze177kaNAubN4+1z5+qhbdt6dq0xLS0Nbdu2tasvUTmh19C3odfP96HX0LM44ln0W7HXoEEDNGjQAAAwePBgAFyoPfLII6hWrRoAYeGTk5mZCY1Gg1hp81cFQkJCEGJveCgBAEhKSkJOTo5D1zizZw8AOnfmQrGkBNi0yaEpCYIgCMIvqTJmpuTkZJSVleHMmTNo3LgxwsLCzJqb09LS0KRJE7sCDuTsbv6QWksl4NyePalvly68ffq0X1SjIwiCIAiXqDJiLyUlBQEBAUhMTIRWq8Vdd92F3377Dbm5ucY+Fy5cQEpKCkaOHOnw+JE6UhVq4kyePQl5UY6NG9VZD0EQBEH4Kn7nxn388ccRHR2N5ORk1KxZEzdv3sSvv/6Kn3/+GS+88AKqV68OAJg5cyY6d+6MoUOH4qWXXkJRURFmzJiBhIQETHEiQVtoadWOylUbV8WelD9740bggQfUWxdBEARB+Bp+J/a6du2K7777DosWLUJ2djYiIyPRvn17/O9//8NDDwlXa4sWLbBhwwa8+OKLuOeee6DVatG3b1988MEHRkHoCOFlubY7EXYjib2wMMev7doV0GqBsjLat0cQBEEQfif2xo0bh3HjxtnVt2PHjli7dq0q84Yz+0OgCdu4IvYiIoBOnYAdO4Bjx4D0dKBmTXXXRxAEQRC+QpXZs+duopAPfYne28vwGwoK+F9nxB6g3LdH1j2CIAiiKkNiT0Xyrlm37jGq32UXjAmxFxHh3HNGQRoEQRAEwSGxpyIF6eb37UkJmg0GgyeX47OUlPD9dgAQE8OfM0crj3TvzsunAST2CIIgiKqN3+3Z8yb5V81H5Go0Gmi1WpSUlAAAAgIC/K5smprk5QHBwQyhoQaEh5dAq9U6/HxFRwO33grs2QMcOgTcvAkkJLhpwQRBEARRiSGxpyJF1y2nX5GqbkiCj7BMdjYQGAjk5wNZWVqnK5bcfjsXewCweTMwYoR6ayQIgiAIX4HEnooU37SefiUkJATBwcG0d88GublcpJWWatChg/MW0NtvBz78kLc3biSxRxAEQVRNSOypSEmG7cTKGo2GXLg2yMsDiot5OyrK+XF69AA0Gh7wQfv2CIIgiKoKBWioSJkdYo+wjayCnUtiLy4OaNeOtw8cALKyXFsXQRAEQfgiJPZUxJBNYk8N1BJ7ANC7N//LGOXbIwiCIKomJPZUhOmoZJoa6GSa2VWx17evaK9b59pYBEEQBOGLkNhTEx1Z9tRATcve7beLfHsk9giCIIiqCIk9FQnII7GnBmqKvZgYXicXAI4cAa5dc208giAIgvA13BqNm5qa6tR1rVq1QmhoqMqrcT+BBeTGVQM1xR4A9OsH7NrF2+vXAw884PqYBEEQBOEruFXsderUyak0I7t378att97qhhW5l6BCsuypgdpir29fYPZs3iaxRxAEQVQ13J5nb/r06WjcuLFdffV6PR577DE3r8h9BBeT2FMDtcVe9+5ASAjP3Uf79giCIIiqhtvF3tChQ5GcnGxXX71ejwkTJrh5Re4jpITcuGqgttgLCwO6dQNSUoBz54CzZ4FbbnF9XIIgCILwBdwaoLF8+XI0b97c7v6BgYFYvnw5mjRp4sZVuY/wUrLsqYHaYg+gFCwEQRBE1cWtYm/YsGGIiYlx+Jro6Gg3rci9hOtJ7KmBJPYCArhVTg369RPt9evVGZMgCIIgfAFKvaIikYzcuGogib2oKF7bVg06dQIiI3l7/XpeUYMgCIIgqgJu37Mn5/fff8ePP/6I8+fPo6ioSHFOo9HgwIEDnlyO6oShCCV5JQiODPb2UnwaudhTi6AgnmB55UogPZ3n3GvdWr3xCYIgCKKy4jHL3vvvv4+RI0di06ZNCAoKQrVq1RS3+Ph4Ty3FreRdJeueq7hD7AG0b48gCIKomnjMsrdgwQKMHz8eX375JQIDAz01rccpSM9FfNNq3l6Gz2IwAHl5vK222JPv2/v3X+CZZ9QdnyAIgiAqIx6z7GVkZOCBBx7wa6EHAAXXKEjDFfLzRVvtOJ22bYGaNXk7JQUoKVF3fFVZswa47Tbg88+9vRKCIAjCx/GY2OvevTuOHj3qqem8RtF1Enuu4I60KxIBAcDAgbydnw9s26bu+KqRmcnLfOzcCTz5JBd+BEEQBOEkHhN7c+fOxfz58/Hnn3+ipFKbVFyj+AaJPVdwp9gDhNgDgL//Vn98VXjrLSArS9x/5BEeVUIQBEEQTuAxsdekSRP0798fI0aMQHh4OKKjoxU3R/PxVVZKM0jsuYK7xd6AAaL9zz/qj+8yp04B8+crj12/Dowdyzc0EqpTUAC88w7w3nu8ugpBEIS/4bEAjWnTpuGzzz5DUlISWrZsieBg/0xPUpaR4+0l+DQ6mVZ2h9irWRNISgL27wdSU7mOqlFD/Xmc5sUXgdJS3p40CVi+HLh2jbtyP/0UePZZ767PD/nyS+DVV3n7tdf4+4LS8hAE4U94TOwtXLgQL774ImbPnu2pKb2CISPLdifCIu627AHAHXdwsQcAa9fy7XGVgk2bgN9+4+1atbipafhwvmAAmDULePppvvmQUI1Dh0S7pITrahJ7BEH4Ex771tDr9Rgg96H5K9nZ3l6BT+MpsSdRafbtGQzAlCni/ttv85IfAwcCd9/Nj12/DuzZ4531+TGXLinvHz/unXUQBEG4C4+JvYEDB2LHjh2ems5rBOiyvb0En8YTYq9bNyA8nLf/+aeSlE5bskQIuXbt+B49iaFDRTslxaPLqgqQ2CMIwt/xmBv3tddew+jRoxEREYEhQ4aYrZjhD1U0tHnkxnUFT4i9kBCgTx9eOu3aNSAtTb0avE7BGPD66+L+hx8C8nyUXbuK9r59nltXFYHEHkEQ/o7HLHvt27fHsWPHMHnyZDRv3hzVq1c3ufkDwQXZ3l6CT+MJsQdUshQsFy4Ap0/zds+eQP/+yvPNm3OFCpDYUxmdThkUBPAsNzkUZ0UQhB/hMcvejBkzoPGq+cS9SEkxQouyvbkMn8dTYk++b++ff4A773TfXDbZtUu0e/c2PR8UxMt/7NkDnDzJ68lFRnpsef7M5cvmjx8/DiQne3YtBEEQ7sJjYu+NN97w1FReQYcYxCIHESXZ3l6KT+MpsdesGdCwIXD+PA+CLSjw4g+RnTtF25LC6NCBiz3GgIMH+cZDwmXkLlytFigr4+0TJ0jsEQThP1AOB5XIC+RJoSPLaM+eK3hK7Gk0wppXUgLs3OlFS5ncsmdJYSQliTa5clVDLvb69RNt2rdHEIQ/4Vax165dOxySJ7GygcFgQLt27Xyyhm5BEBd7MSwbzFAZwjt9E0+JPUAZ5LppU7R7J7NEWRmwdy9vN2pkOcNzhw6iLSUJJFxG7sYlsUcQhL/iVrF36NAhFBYW2t2fMebwNZWFwhAu9oJRisJM31t/ZcGTYq9vXyA0lLc3b47yTgqWw4d5vS4A6NLFcr+2bUXIMFn2VENu2evZk7tyARJ7BEH4F27fszd8+HCESJGEduCrQRwlobFAeQRfzrkshCeEe3U9vook9kJCeFyCOwkP5ylYVq8Grl8PwoEDSm+pR7Bnvx7AAzKaNeMqJC2Nl1Rz9xNUBZCLvVtuARo35k/xyZM8zzUVKyEIwh9wq9h75JFHnLouISHB6TnXr1+PH374Adu2bcPFixcRGxuLTp06YcaMGejYsaOib2pqKqZNm4YdO3ZAq9Wib9+++OCDD5CYmOjwvKURMcZ2/uVsoFNdpx9DVUYSe+626kkMHcrFHgCsWOEFsSffr2fNsgdwV+7x43yT4bFj3NpHuIQk9oKCgOrVeZab48eBwkLg4kUexEMQBOHruFXsfffdd+4c3iyff/45MjIy8Oyzz6JVq1a4ceMGPvzwQ9x22234+++/0bdvXwDAsWPH0Lt3byQlJeGXX35BUVERZsyYgZ49e2L//v0O5/3TRwmxV3AlW82HVKXwtNgbMgT47395e+VK4NVXPTOvEcmyFxio3JdnjqQk4KefeHv/fhJ7KiCJvbp1uRWveXNx7vhxEnsEQfgHHku94inmz5+PGhU2ud95551o0qQJZs2aZRR7M2bMQEhICFasWIHoaL45v2PHjmjatCk++OADzJkzx7GJY2KNzeL0bFceQpXG02KvYUNe9P7wYa67btzgFh6PkJvLJwZ4ibRwG67/Vq1E++RJ962rilBYCGRk8Ha9evxvRbEnT75NEAThq/jdjpSKQg8AIiMj0apVK1y8eBEAUFZWhhUrVmDUqFFGoQcADRs2RJ8+fbB8+XKH59XECsteSTqlX3GG0lKguJi3oz0YHDtkCP/LmHDpeoS9e0VhXnuSut1yi2ifPeueNVUh5JG4lsQeQRCEP+B3Ys8cOTk5SE1NRevWrQEAp0+fRmFhIdq1a2fSt127djh16hSKiorMjlVcXAydTqe4AUBgtVhjn7Kb2ao/hqqAJyNx5chTsKxc6bl57cqvJ6dRI9E+d07t1VQ55MEZJPYIgvBn/M6Na47//ve/yM/Px/Tp0wEAGeW+m/j4eJO+8fHxYIwhKysLtWvXNjk/e/ZszJw50+R4tqHY2M69eBFpaWlqLb/KcPlyEIAWAACDIRtpaRc9Mm9kJBAV1QK5uUFYvVqP1NQjHgl0bfDPP5DswSfi4lBsx3umZVwctFlZKD1xAsfoPaZAp9M59H+3fXssgPoAgICAK0hLywBjQHR0S+h0Whw6VIK0NFJ8nsLR14+ofNBr6Fny8vLs7uv3Yu+1117Djz/+iE8//dQkGtdamhdL515++WVMnjzZeF+n06F+/fqo37aZ8VhkmR5tafO8S9SrF4u2bWM9Nl/37tlYsyYWubmB0Onami1RqyqMAVLC8ZgYNBs2zL48H02bArt2IejGDbRt1oznqCEAAGlpaQ7938mtuMnJddC2bR0AfGvkjh3AtWvBSExsi4gItVdKmMPR14+ofNBr6Fkkz6I9+LUbd+bMmXj77bfxzjvv4KmnnjIer1atGgBh4ZOTmZkJjUaD2NhYs2OGhIQgOjpacQOAsFpiz16gjvbsOYO33LgAcPvtYvI///TAhGfPAunpvN21q/0J3aR9e4zxwr6E05hz4wI8naEExcEQBOEPeE3s9erVC1u2bHHb+DNnzsQbb7yBN954A6+88oriXOPGjREWFmbW3JyWloYmTZogVCqtYCcRdYTYC8rPdmrNVR1vir2ePXUIDOTt33+H+6tpbNsm2t262X8dBWmohiWxR/v2CILwN7wm9p555hlMnDgRgwYNwj6Vyz+99dZbeOONN/Dqq6/i9ddfNzmv1Wpx11134bfffkOuTGFcuHABKSkpGDlypMNzRjWINbaDC7OdWXaVx5tiLzraYHTdnj3Li1S4la1bRZvEnleQxF5gIFCrljhOYo8gCH/Da2LvnnvuQVpaGu677z6MHDkS9957L44dO+byuB9++CFmzJiBO++8E0OGDMGOHTsUN4mZM2eioKAAQ4cOxerVq7F8+XIMGTIECQkJmDJlisPzhlcLR2n5FsiwInLjOoM3xR4AjBgh2r//7ubJJMteQIB9kbgSJPZUQxJ7tWvDaNUFlGLvxAnProkgCMIdeHXPXkBAAMaNG4fjx4+jZ8+e6NevH8aNG4cLFy44PeZff/0FAFizZg26du1qcpNo0aIFNmzYgKCgINxzzz0YO3YsmjRpgk2bNjlcPQMANAEa5GhiAQARpdlOr78q422xd/fdou1WsafTCdNhu3aOPVi5v1GeKI5wiJISsWVS/pQCQJMmgBSfRZY9giD8Aa9F4+bn5+PAgQPYv38/9u/fj3379iE7Oxtbt25F165dcf/99+Ptt99GWFiYQ+Nu2LDB7r4dO3bE2rVrHVy5ZfK0sUgovYkofbZqY1Yl5IFFnkyqLFG/PtCpE7BnD7BvH49/cEu5rJ07xaZAR1y4AK/rJXHlinprqmLIn7qKYi80lKc0PHuWiz3GhPgjCK/BGFBWBo/khSL8Dq9Z9mJiYjBu3Dhs3rwZzZo1w3vvvYcrV67gxIkTOH78OBhjTu2d8yb5wXEAgGiWA0OZwcur8T1yckQ7JsZyP3cyfLho//GHmyZxNjgD4Co4MpK3ybLnNJaCMyQkV25uLnDtmmfWRBAWKSsDevQA4uIABwwaBCHhNcteRkYGYix8o0dGRuKjjz6ymP6kslIUEgvkA4EwIOdKLmIaeEmx+ChysecNyx7Axd6rr/L28uXAM8+4YZLt20XbUbEHcOve8eNc7JHZySnsEXtr1vD28eN8Xx9BeI3du8WPxHffhfsTgRL+hlcte7bYuHGjB1aiHiXhscZ27sVsr63DV6kMlr1WrXjeYgDYtAm4edMNkxw5wv/GxSlLoNlLHZ78F/n5yo2OhN3IxZ7cMy5BEblEpUJeHnH9euWHJUHYQaVOqty+fXtvL8EhSiPjjO38y9neW4iPUhnEnkYjXLkGA7fuqUpBAXCxvAxc8+bOWeXk6oRcuU4hf9qsuXEBEntEJUAu9kpLgdWrvbYUwjep1GLP1zBExxrbhVco/YqjVAY3LgDcd59o//STyoOfOiXa8lINjkBiz2Xs3bMHkNgjKgEVq+W4PTcU4W9UKrE3fvx4fPvtt9Dr9d5einPI9hgWp2d7bRm+iiT2IiIArRerNnfsyNNvAEBKCnD1qoqDyxO3OSv2JDcuQBG5TiIXe/KnU35MioMhsUd4HbllDwBWrQKKi72yFMI3qVRijzGGJUuW+Jz7ViIgPtbYLr2R7bV1+CqS2POWC1dCowHGjOFtxoBfflFxcDXEHln2XEYSezVrAsHBpuc1GvHynD1L36uEl6lo2cvN5b9ECcJOKpXY++677/Dvv//iwIED3l6KU2iriz17+oxs7y3EB2EMyMzk7bg46309wf33i7aqrlwSe16nrExYa825cCUkV67BAJw+7f51EYRZGDO17AHkyiUcwmti77nnngOzUG0+UF67yIcIrhFrbLNM2rPnCFlZQFERb5tzq3maVq14cQsA2LFDxcpkcrEn+YodhcSeS6SnA9JOEXvEHkCuXMKLXL8uPhx79uRZvwGeCNRA+VwJ+/Ca2Dt37hyGDRuGgoIC47GLFy9i4sSJ3lqSy4TWijW2NTnZXluHL2IrOtIbSK5cAPj5Z5UGlcRe3bp8c6Iz1Kolonhpz57DyKsxktgjKj1yF27r1sDAgbx97Rqwa5d31kT4HF4Te8uXL0eLFi3Qo0cP7Ny5E5MmTUKbNm0Q5MOlYMLrCv9jYG629xbig9jKe+YNRo8W7SVLVBgwMxPIyOBtZ124AC+XVKMGb5Nlz2Hk353WyuHJXyISe4QnYMzM7zf5h2P9+sCwYeL+ihUeWRfh+3hN7Gk0Gjz99NNgjKFbt27IysrC8ePH8dlnn3lrSS4TVT/W2A7KJzeuI8g1S2URe7fcAtx2G28fPChyITvNyZOi7YrYA8STdO2a8EkSdkFij6isjBjB/7WfeUaUz1YUDY+PBwYPFvdXrfLo+gjfxWtib8KECWjTpg169OiBL774Alu3bsVJ+ZehDxLdINbYDi3M9to6fJHKKPYAlQM11AjOkJA2Nur1fE8PYTf2ir3ISPFelL90BOEO8vJEPe5PPwX+7//KT1RMQFqrFnDrrfz+vn20lYOwC6+JvdDQUBw5cgSffvopHnvsMSxbtgwPPfQQFi5c6K0luUxIdAgKEAYACCvJ9u5ifIzKKvbuuw8IKP8vWbJE9mvbGdQUexSk4TT2ij1A7NvLyBAeeIJwBxX/jd99t7wht+xJ2ebl1j2piDNBWMFrYu+zzz5DXdkXVnJyMjZv3oyPP/7YW0tSBV1ALAAgojTbq+vwNSqr2KtdW9QcP3UK2LvXhcFI7FUKJAdCeLjY+mgJCtIgPIV8ax7As60YDLAt9siVS9iBW8VeTk4OZsyYgSlTpmCV7A1ZUFCA9evX49ixY4r+DRo0wNatW925JLeTr40FAETrac+eI0h6JSgIqF7du2upiGquXEnsBQbyDYGuIBd75Maxm+JikTOvRQthtbUEiT3CU1QUe3o9T0llVuwlJ/P9ewDwzz+8Xi5BWMGtYm/SpEl45513sHjxYgwdOhR33HEHrly5grZt22LAgAFo3bo1kpKSsEsWPh4p1SjyUQqCYwEAUchDWVGZdxfjQ0hir04d21/AnmbUKC5CAZ6CxanUVowJsZeYKAZ0FnkyQrLs2c2pU+L1a9HCdn8Se4SnMPdvnJ4OpdiTygsFBgJ33snbubmAjxtJCPfj1q/Vf/75B3PnzsXVq1exYcMG7Nu3D927d0d2djYWL16MH3/8EQkJCejduzcOHTrkzqV4jKIwkX5FdzHHSk9CorgYuHmTtyuTC1ciPh644w7evnQJ2LLFiUGuXAGknJKuunABcuM6idyZ0LKl7f4Oiz2XNnUSVZmKlj3AjNiTLHsAuXIJh3Cr2MvPz0e78jIEvXr1wpw5c3D+/Hk8//zzGD16NO6//36sXbsWd9xxB9566y13LsVjlITHGtu5F8iVaw9yL2RlFHuACq5cNffrAST2nOToUdG2x7LXoAEQEsLbVsUeYzwLd3i4yvX1iKqCObF3/TqUYi8qSrTvuEMkVyexR9jArWKvUaNGijq3d5abnW+TkpeV8+ijjypcub5MWVSssZ1/Odtr6/AlKmtwhpxhw4AwHmiNX391YouMPLLDHpOSLeLiRNkkEnt2I7fs2SP2AgOBpk15+9QpXlfXLAcOcJFXVMRFXxb90CMcw6JlT0q9EhoKBAeLkwkJQJcuvH34sPn6uYT/ceMG8MMPDn/uu1Xs3X///Zg5cyaWL18Oxhhq1qyJN998E00q1AQNDw/HVakyuY/DYoQbt/AKfeDbgy+IvchI4O67efvmTSdqkMt9v926ub4gjUbU+jL3LUGYRRJ7AQFCxNlCcuWWllr5Pq1YyeCDD5xZHlGFsblnT+7ClRg6VLR//NEt6yIqEYzx1/w//+EfYMb8PLZxq9ibNm0aevTogVGjRqF69eq46667YDAYcOzYMWRmZhr7LVmyBDVs5UDwFeKE2Cu+mmmlIyFx6RIQAD00MFRasQcAjz0m2gsWOHAhY2IDdVycOpY9gJdOAviXQQ7tD7WFwSDEXmKicM/awq59eytXKu+TK5dwgOJikRtd8iAAFdy45sTegw+K9sKFtGfU31m/XtRDLiwEZs+2+1K3ir2wsDD88ccfWL9+PUaPHo2rV6/i7bffxuDBg1G9enU0bdoUvXr1wrfffot+/fqhpKTEncvxCNraIm9I6ZUbXlyJ7xC1dQ2KEIqNuB31qhd7ezkW6dtXfPFv2OBA+bQTJ0QESrdu6oUbS2IPAC5eVGdMP+byZSA/n7ftceFK2BR7168DO3cqj505IyYjCBvI9y1LxTEA4Po1g/ghFxtremGjRvyDCeD7DCgq17/56COnL/VIkovevXtj/vz5SE1NRW5uLrZu3YqPPvoIycnJuHr1KhhjWLRoEaKjo9G5c2c89dRTnliWWwipJ8Qeu05izx56/j0dQShDT2xBy+O/e3s5FtFogEmTxP0vvrDzwn//Fe0ePdRbUIMGok1izyaORuJK2BR7q1ebt6i4XEyZqCrIXbgdOoi4i9wruSJXkMxrpGDcONH+7jv3LJDwPjod/6wB+Gf/wYNA//52X+7xjGYhISHo2rUrnn32Wfz44484efIkMjIysHr1akyfPh01a9bEsmXLPL0s1YhoJMReQAaJPVucXnEULQtSjfcTViz03mLs4JFHhJtl0SJez9IqJSXAhx+K+wMHqrcYuWXvwgX1xvVTHI3ElZAHT5sVe3IX7qhRou0n6aQI9yPfdtuwIVCtGm8Xp2eLE+YsewAwcqSI0v3lF7Io+yupqeJH5ZAhQNu2gANaqVKkr42Li8Mdd9yB1157DStWrPDpYI3oxkLsBWWT2LPFxXcrbCr+559KHV0aGyu2yeh0wOLFNi74v/8Tu/rvvFPpo3EVeWFXecFXwiyORuJKxMWJqi4mYq+kBPj7b96OjwcmTBDnSOwRdiIXe/XqATVr8rb+pizIz5LYCw8HRo/m7bw8hwQA4UPIMzp06uTw5ZVC7PkT8c2F2AvLI7FnDUOZAY13VhB7BgPwv/95Z0F2Inflzp9vZU90fj7w5pvivrytBo0aiTalXbCJs2IPEK7ca9eUac+wZYs4MGgQ0L69OHf4sFPrJKoeFcWeFK8YWpwtTlhy4wLA2LGivXChiisjKg27d4t2x44OX05iT2XCE8KRj3AAQGQRiT1rHPpqG+qXnQMAnI1sK078+qt3FmQnt94q0lsdPAhs326h47x5XB0AwD33AJ07q7sQ+Z49Ens2kdy4NWqIsqL2It+3J8+PrUi5MnQoUKuWGJwse4SdVEw/JVn2YpEtTliy7AE88Evab5CSApw9q/YSCW+zYwf/Gx4OtG7t8OUk9txAVmACACCm5KaXV1K5yf7sB2P7ykPTROKzkycrfQqBJ58U7c8/N9MhIwOYM4e3AwOBt99WfxFhYVxcACT2bJCdLXS3o1Y9wEqQhrRfLzBQVDRo04Yfu3yZkisTdiG37NWpI8ReHGTvH2uWPY1Gad1btEjV9RFe5upVsVWnc2dAq3V4CBJ7bkAXwl25cSwDhjKDl1dTOSnJLUbbY78AAPIRjvavDxduydzcSv8led99woDzyy88qbmCOXOEe2/cOKVaUBPpObt6lVdvIMzibCSuhFmxd+KEMPN17y6+jOW/usmVS9iBJPZq1OD5HyU3rt2WPYAn2pXSOi1aJKJ4Cd9HntqpQgUyeyGx5wbyw7nY00KP7LOVW7R4i32zViOO8edmf6MRiKwV6VN70EJDgfHjebukBPj2W9nJy5eBTz/l7ZAQ4PXX3bcQ+XNGEbkWcWW/HmBB7MmjcOWVDCTLHkBij7CJXs9/qwGigpBZy54tsVevHjBgAG+fOwds3KjmMglvQmKvclIcLYI0sk/Svj1zsP8JF27Iow/xhly4nDnj2QU5wRNPiPYXX/APbQDAe+8JK9tTT4myZu7glltEu5ILZG/iqthLTBSeE7Nib8gQ0ZaLPdq3R9ggPV18dkgfFWb37Flz40pQoIZ/Iu3XA8SGcQchsecGyuKE2Ms9Q2KvIjnns9Hh8l8AgBuaGkiaWp4YMjFRdDp92gsrc4zGjXk2FYDrrDVrwDeGffUVPxgeDrz4onsX4UPWUG8iz7HnjBs3KEi8PU+cAAzZOmE5ueUW5aByNy6JPcIGFSNxAeHGdciyBwDDh4t+S5fyLTGEb1NWJiJxGzYEatd2ahgSe+4gQYi9wgsk9ipycMZShICXxjvSfgy0oeUmkyZNRKdTp7ywMscxCdT44ANh1Zs0SSRocxck9uxCsuyFhSlzUTuC5MotLAQylvzDP4QB7sKVSh4APCOuFDhDYo+wgXz3hcuWvdBQYMwY3i4oqPSZDQg7OHxYJMp20qoHkNhzC4G1xBd8yWUSexWJ+kO4cKs//5A40bixaPuAZQ8ABg8WGVB2rbwBw4Ly0NzQUGDqVPcvgMSeTUpKxNupeXPnSxPL9+2V/G7BhSshuXJv3hQV7gnCDCdPirb0EWg2QCMmxr4B5a7cb75xZWlEZUDuwnVyvx5AYs8tBNdJMLYN6ST25FzefgFJOdz9dSa4OVo+JEsOGRcnQlx9xLIXGAhMnMjbz+MjBBQW8DuPPy6sO+5EnmuPcmuZ5dQpsSfKGReuhCT2NDAgblu52IuIAG6/3bQz7dsj7EQu9qTsU2FhvAKa0Y0bFsaDveyhc2exlWD7dmD9evUWS3geEnuVl/CGwrKnyaBce3JOvrnE2L7Q8yFoAjTKDpIr99Iln0kl8uijQA1tJp7CZwAAFhwMTJvmmclDQ8UeDrLsmcXV4AwJSex1xm6ES9VxBgzgr0FFSOwRdmJO7AHclWu07NnjwpXQaICXXxb3Z8yo9HlLCStIYi8oCOjQwelh/E7s5ebmYtq0aRg4cCCqV68OjUaDN954w2zf1NRU9O/fH5GRkYiNjcXIkSNxRoUo0KhEIfa0WWTZk2AGhropohRa4qsPmHaSxB5jPmOpqlkT+LbxO4hCHgDgWI8JIoeCJ5Bcudeu8Q1lhAK1xd4Q2HDhAhSkQdiNJPZq1uTWPImaNYVlzxAT69ig998vzNhbtwL//uv6QgnPk5UlPsA6dDD/w9JO/E7sZWRk4KuvvkJxcTGGDx9usd+xY8fQu3dvlJSU4JdffsG3336LEydOoGfPnrhhkiHXMeKaCbEXmktiT+LE0oNoWszzjh2M6oYGvRNNO8n37fmIKxenTmHQaZ5XrwBheOLcyyINiyegXHtWcTUSV6J6dR7oOBSyEmmDB5vv3KqVaJPYIyyg0/HUK4DSqgcAdRJKEAG+LaQkwgHLHsD3l8iNHK+9RtY9X0ReD9cFFy7gh2KvYcOGyMrKwsaNGzF79myL/WbMmIGQkBCsWLECgwcPxsiRI7Fy5UrcuHEDH3zwgUtriK4fgxIEAQAiCknsSVx9XwRmZA95yHwnH4zIxbRpCCgrBQB8gKnYdKYeli/34PwUpGEV6YexRmP6heoIGg3Q45bLuBX7AAD6Dh15bStzREfzNAkAj6ajL1rCDPKPuIrvzcRqOcZ2YXCs44Pfcw/Qtrzm+K5dwKpVjo9BeBeV9usBfij2NBoNNBqN1T5lZWVYsWIFRo0ahejoaOPxhg0bok+fPlju4je1JkCDzIDy+rjFJPYAQF+iR/PUxQCAUmjR5s37zHf0NbG3cSMkZVccXwvvge/VmzXLg9/vJPYswpgQe7fc4pIXBAAwMkS4cG8kD7XSE2Lfnk6nTKZGEOVY2q8HALfEihx7uYGxjg8eEADMnCnuv/46/ejwNTZvFm0Se45z+vRpFBYWol27dibn2rVrh1OnTqHIxeCAnGDuyo033AAz0D/YgXkbUNtwBQCQWmsw4ptWM9/Rl9KvGAzA5MnGu8HvvYMWHSMBAPv2AX/95aF1kNhTcuOG8Uvt8mUgj2+ldMmFK9E9W4i9Qw0t7NeToH17hA2sib36UdnGdiYcdONKDB8OJCXx9t69wOrVzo1DeJ6CAiH2GjVSfs47QZUUexkZGQCAeCnNh4z4+HgwxpCVZb6mbXFxMXQ6neJmjvwwLvZCUILcK5TFvODzhca2YYwFFy7AE0xFcsFU6S17//sfkJrK20lJ0Ix9BK++Kk5PncpzvLkd+YeAjwS1uIPA7Gxg1Cj+Hho8GGBMteAMAEBhIRLPrgUAXENN7CjtaL0/ReQSNrAm9uqEie+gm2Wxzk2g0fBoXImZM8m65yts2gQUF/P2wIHKxO1OoFVhST6LNXevpXOzZ8/GTLlpvJzDhw8jUhIpAHJDhHs49Z+dqNbZAznXKim5Z3XodJZncs9CHIJG3IK0tDSL/ZvUq4ewY8fAzp3DodRUHnLuZnQ6ndU1VURTUIDm06ZBWtmZ//4X+UeOIDERuPXWRKSmRuDkSeCVV67ikUfcm35HU1KC1gEB0BgMKDx4EKcceBz+RJ1XXgG2bOF31qzBiT/+wPpdyQD4vrrIyEtISzP/I84eIjdvxi3FfMP8SgzBzt05SEuz7J4NDQmB9P2dtWULLkm19QizOPo/6A8cOJAIIAIAUFR0CGlpQoiV3TxibJ/NCnX+uUlMRJOmTRF28iSwaxfOfvEF8nr0cGXZFqmKr6E5ysqAJUuq4caNIIwffwOxsY5H7NVevBhSxt7zzZtDZ+Z5zZPcFvbA/JgbN24wAOz1119XHD927BgDwObPn29yzdSpU5lGo2GFhYVmxywqKmI5OTnG28WLFxkAlpOTo+i3oe1TjPHfUCztmx2qPSZfJGXI+8bnIqXjZNsXjBpl7M9OnXL/AhljBw8edOyCN94Qa7z7bsWp1FTGNBp+KiqKsQsXVFyoJRIT+YSRkYwZDB6YsJKRl8cMAQHiNQEYmzWLPfmkuLtli4tz/Pe/xsFGYBnr3NlG/4ICxqQ1dezo4uT+j8P/g35AQgJ/e9SpY3qucO7nxvfbu83+z7WJfv1V/CPcdpvbPiOq4mtYEb2esQceEE93u3aMXb/uxECtW/MBAgIYy8w02yUnJ8es/jBHlXTjNm7cGGFhYWZ/gaSlpaFJkyYItbCTOyQkBNHR0YqbOZisPm7B+aobpGEoM+CWv78w3m80+wnbF1X2II3Ll4H33uNtrVa0y+nQgSdaBngd8gkTPOA5adaM/83L4/n2qhp79kBjMCiPLV+unhuXMWAFT7lSgiD8iwE4ftzG6xoWJvagHjkCz+bjISo72dm8mh5gPko8tDDb2D6fE+vaZCNHij2kO3YAa9e6Np6nyckBHngA6NEDeOYZ4d6shPz0E7B4sbh/8CAvaXv4sAODXL4sLkhOdiyptgWqpNjTarW466678NtvvyE3V+ynu3DhAlJSUjBy5EiX5wioKcRe8aWqK/b2vb8WDct4oMXe+P5oNMCO3BeVXexNn843zwLAk08qi6aW8957IivHP/8AX3/t5jXJ13DihJsnq4Rs3256bPdulKXxJHsJCUA1CzFBdnH4MHD+PAAgrVpv5CFKkSPNItK+vcLCKr2fkjBFvl9P+q2mIDvb2DydGefaD8aAAJ5rT8KLe/d0Op4OtKzMgYvmzAGWLOEJoj/9FPj8c7sv1euBjAygtNTxtTrDDz+YHjt7lgfT2h20J0+CPXCgKuvyS7G3evVqLF26FH+VP7NHjhzB0qVLsXTpUhSUf0nPnDkTBQUFGDp0KFavXo3ly5djyJAhSEhIwJQpU1xeQ1AdIfb016qu2GMffmRslz46yb6LKnNi5b17gUWLeDsuTrn5WUZcnLIG+ZQpbg6UlX9bVEWxJ89HJRUrBjDkxncAVIjEXSmicM+3FlG4x4/buE4epOHQT3vC37EWnAGAV08o53ppLDIzXZzwnnuUVTVSUlwc0HHWruXlzxs2BBITgatX7biIMaWpDODmMzs4f56XD09I4BVJ9u93eMkOcfOm0GkNGvD5pQpneXnAsGFct9rU2f/8I9ok9iwzadIk3HvvvRg/fjwA4Ndff8W9996Le++9F9evXwcAtGjRAhs2bEBQUBDuuecejB07Fk2aNMGmTZtQvXp1a8PbRVgD2Rjlc1Y1jv6Yik4ZfwMALmobodObd9t3odyyV5nSrzCmSLWCGTOsmosGDRLu3Lw8YPx4nq3FLVRlsceYEHuxscCbbxqDeh7G99Ci1PVI3BWiakZBX5FfzyGxRxG5hAxHxF4W4nD5sosTBgZCkS7ATKChu5k1S+xmuHgR+OIL6/0BcKt9uVXdyM6ddv16/uQT4ArP+IWsLODddx1YbHEx//7Jz7f7kmXLhMXyvvu44Nu8Gbj3Xn6MMeCll4CHH7ZS+t1gEIoxOpq7cVXAL8XeuXPnwBgze2skS1PRsWNHrF27Fvn5+cjJycHy5cvRWG5VcoHoZiL6NiijCu6hApD18hxj+8yoF6ANtTP4u25dICSEt+WfiN5m+XIeDg9wQfrkkzYv+egj/g8P8B/Sbsu9V5XF3qFDwp/atStPvXLXXQCAWkjHnVjjmtjLyAC2bePtFi1Qu4f4jLAp9ijXHmEBm2Lvpojiz0A1dfJyjx4ttnxs2gRs2OD0UIzxfzt7A0LPnTM1Jv74ox1Wru+/F23555wN655ezz2/cv78k++jtsnly/yDu0kTbha0o7awwQDMmyfu338//xsRAfz8s1Jb//AD0Lu3Bcvmvn3ite/XT7VsFH4p9ioD1duLMkrh2Ve8uBLvcO7fk+hycSkA4IamBpIXjLP/4oAAYd07fdpzmy2sceUK8IQsuOT994HgYJuXRUfzX5cSCxeqvzQAQL16ojyETQXiZ8gTxd5xB/9bbtUHgHH4zjU37po1wiQ7ZIhie6TNp7ppU/FhTWKPkCH9JtNolDtXjJTngy1GMPIQ6bplDzC17r30klV3A2P8d86TT/Igg6Qk/vulSRMgPByoVYv/Nrcn3sPcvuXTp3klN4ukp4ttM5GRSoE3f77V74YNG0zFVGEh7CtluWCB8MgVFQHvvGPzkj//FHW4u3cHOsrScErpDpcu5c8bwI2TnTuL35FG3ODCBeDfqVc8gbXQ51xEMAawU8EtvLAy77Kx+QSRbuWO2Y4PcO+9Inb96FH1F1gBqykDysoY691brGfoUIdSF5SVMVa7Nr9Uq3UyDN8e2rYVk5SWummSSoj8tTl+nB8rLWUZofxJL4GWnduV7vz4Y8aI8VNSmMHAWAT/12ZNmthxfZs2vHNQEGMlJc6vw8+pSmk7DAbGYmP526JBAwud6tZlDGCXUZsBjFXIIOY8paWMtWol3tOLF5t0OXGCsRkzREYnW7eQEMZ27LD8GpaUMFazpvh4eucdce2DD1pZ60sviY5Tp/Jjd90ljv3vfxYvvece0e3ZZ0W7c2cbH99lZYzVq2f6IM+etXiJwcBYcrLoumKF5eH37WOsfn3RV6Phz4cR+efZ6dNWFupY6hUSey5i7ck+E9SUMYBlI9oLK/MeV3ZfYsUIMj727PPZjg8iz2O3bJn6i6yA1S+a118Xa6lXj7GbNx0ef9o0McSCBc6v0yryT7eTJ900SSUjJ4d/ewCsqF49xaf4l/EvGp8P/QcfOTd+aan4Vo6JMYq1Dh34ocBAxoqLbYxx//3idTl82Ll1VAGqkti7cUO8Jfr1M9PBYOAKCmAH0YYBjD36qIoLWL1aLKB+fZ4TkjH2zz88DZ85QafR8CVFRPB/iZYtxe8YgLEePRg7cMD8ayhP8zdqFGN5eSLHYECAhY+rrCyeqBRgLDiYscuX+fFNm5RJ7Mwot8OHRa7TmjX5w0tKEpetWWPluVmzxvwT8OabFi9Zu9bmkhRcu8ZY9+7K4TdsYIzl5vIfhQBjjRtbH4RRnr1KQ054bQBADHTIv27/Jk9f5/gTHyEY3Ly+77YnEdMgxvFBWrUS7SNHLPdzN+vX8w3/AHeBLFniVA6P0aNF247tH85hY99eaSmPRvNICTdPsW6dcUd0Xo8expJCpaXAvByxdSDgu/9zLtXEtm0iBcaddxpdspIrV6+3I4aI9u0RFbC5X6+gwJhL7mZ5HQVV3LgSd97JbwBw8SJK3nwXkyZxr6E8sD0gABgwgHtSc3K4RzMvjwc7HDnCq0VKWyS2bAF27owwO92XX4r2E0/wfWzPP8/vGwwWAicWLBAb7MaOFbmsevQQQQsHD5r9QJ01S/y7v/ACT3kp916/9ZaFjwPG+MUSH30kypR9+qnFDYqzZ4v2yy/brmxWsyZ3M0+dKo49+ihQtm6jcE2r6cIFyI3rKtaU9dYG4hf9ubVVw9KSceKm0X1dgFB2Pe2acwMdOiR+8tx/v7qLNINZq0J6OmO1aol1KGztjqHXM1atmjAQlZU5v1aLLFwo1vrxx4pT+/fzX+IAY8OGuWFub/H448bHfPazz4yHjx7lh7egm3hOdu1yfHy5Sfb7742H5cbe5cttjLF8uej82muOr6GKUJUse4sWibfEhx+a6XDunLHDMs0oBnArmqocOcIMklVcE8Ia46RxTW3bMvbBB8KYZo2ffhKPpX37PBOr1smT4nzjxvyzkDHGsrP5Z6Hk2j1/XnZRfj5j1asL01/FSkpyU+GAASbzSYVrqlXjxjLG+LzSZ6DRklaRv/8WHZo145b90aOtfgfs3Kl8fI7soNHrlRa+E4OeceCDhSx7lYaShNrGdvZRexIK+T4HJ85HJLgVc1eb8ajepqZzAzVtyqtTAN6x7BkMwH/+I6pRDBjANzM7SUAAD6wC+C/kvXtVWGNFLFj2ysqAu+8Wm4f/+APwi/KVjIngjJAQ5HXubDwlPdZvIQI18N13js8hpVzRaHgunXIcCtKgXHtEBRyJxC2K4pa9CxfUXcOWjJb4pQ43r4WwYnyKpxEexrBgAXDgAM8NWqeOjUHA04pIxusDByLw99/K8199JdoTJ/LPQgCIieHFMAD+GaUoRPTtt8CN8vy0991nGsEyYgRP1Adwy54sgd7s2SLmZPJkHtcB8HmnTxdDvP12hQfCmLLDm2/y76CZM8Wi339fkexamk9i2jTxtWUPAQHKKN3glPInLzAQ6NPH/oHswX4NSpjDmrKW14Td+sxPXlidZ8lLz2M3Ndx8VYpAdmHjGdcGlH6GhYS4PeDAxKowa5b4hVWrFt9k4SJffaWKkdAyN2+a3Qi0ebPp9pMnn3TD/J5Gbv0dOFDxGkovXyR0rDQkXJhUy/cm2cWZM2L8bt0Up/bsEafGj7cxTlkZY2FhwlpAmKUqWfbkxiKz8WcrVxo7LGo0w9g3K8u1eU+eZGzOHMY6deLjRSCXXYAIRrg637n90XJDmzwAoqhIeDSCg02D027eFMFOISGMXbnC+L7YBg3EgPv3m5/0s89En4ceYoxxg2i5sZLFxnLroZzSUm59ky7bvl128rff5CZKYYJkjLFx48S56dONhw8fFodr1+aP11EMBl4GtwGENZd1727XtWTZqyQENRCWvdIL/m/Z2zPxa1RjPF3Azkb3o36vW1wbUNq3V1zs2VJT69eL0kIaDU8GVdNJC6WM/v1F2y2lKatV4+npAYW5adUq067ff29nvqnKjDzliszqBsBYEzcPUdANLM9ompMD/P67/ePLqmZgyBDFKbkR1aZlLzBQbGw6dYrnfyCqNJJlLyBAGKgUyOtb1xY5Wx2pwqPX84/NtWu5kap9e25FfPFFYM8e3icfkZhdY67xmlrvPmd/4jwZI0cC7drx9u7dwC+/8PayZcYMMhg1CqhYr6BaNZGutLgY+PBD8GoZkhlz8GC+cHOMGyf2T//0E3DxIubMEUmNn3mGWw/laLV8T52EMaOKXq8sJ/f228KaB/C8KVIKpblzjWlZ5ohUspgyRaSHdQSNhk89AGLvIRt4h+MD2cJxHUrIsaasUz9cb1TqKZ1f8MLqPEdxbjG7HCh+IZ74Lc31QV97zaH9C65gtCrs2sVYZKSYd8YMVeeRUhkEB/NtKaoj3wBS/rO2fXtxaNgw0f78czfM70n69hUP5tgxhWWoc2d+WKNhrOjvDaJf//72j3/HHeK6AwdMTtepw08lJNgx1sMPi7FSU+1fQxWiqlj2DAYRZHrLLRY6yTwLP43+zfjW+f1362Pn5/M9dHfdZQzmtXhLSuJ7B0uKDcr3+rRpTj0umTGSNWzIWGEhj9CVjm3caP66q1cZCw0ttzSG6VlpM9nGui1brE86Y4axr+7xySw4uNyiH8lYRob5S4qLlalPUlMZYz/8IA7cdpv5cNr//lf0ef55dvYsj8YHGIuLY0ync+DJqoBez9jfMSLd2IY5O+y6jlKveBBrT/bplUeNL96Whg94YXWeY+OYz42PdUfNu9QZVL7z1y1+T8HBgwe5WzA+Xsw5ZIjqkRSyeALr4f/O8sQTig/KS5eU7pXUVHHfnhQBlRadTqQouOUWxgwGo1gw+TI1GITvRqPhvh5b5OYy4zdH/fpmn6g+fcRzaemLxch774nOVnKDVWWqiti7dk2x+8A8z4iN+ite2Wrs/5GZDEKlpTyu4OGHlb9Tzd26dOFuXJNUJydOiPe7VutUiiCDgbFu3XTGuYYPF/O2bGn9s+bpp8uvgcyV2rOn7UnT041KsTAoksUgiwGMvfii9cvkHuDRI0uUCQXXrTN/0ZUrYjtGSAib/shF9WwCZWWsODKOMYBlIpa1a11m11cPuXErCTU71Te2I7NU3l1bidBd0qHlT68b70e8/Yo6A8tTVpikGVeXkDNneBCGVG28d2/g11+5C05F3O7KlQcDpKUpPJ2DB/Oi3F268PsHD/Kykz7J+vUiRcGgQYpcB1evChd1ixbg58aO5QcYExn5rbFunchRM2SI2VwKTgdpUPqVKo3N4AxA4cZtkCzcuFK1RoC/PT/9lFf1uuMOvjVD7oGtU4fHMbzwAq9eceECT6sybZqy/LhxIS++yNtlZcDjjzuco0mjAaZMuWr0fsp3TEyebD0dyQsvAEFahpdRIYeJLWrUAB55BAAQWpqHx/EVwsKUJczNMX48r/4BADG/fQecOcPv9OsH9O1r/qLatYGnnuLt4mI0/IFHeEREiEATp9m7F8F5WQCAteiPg4cD8fPPLo5ZERf1aJXHlrK+ruHh45cD63l4ZZ4jpdsrxl9F2+rdq97Aer0xizwLDnZ9d7Ildu5kpVLiXMkE5opN3go3bohkn+3bu2GCjRvF4/jvf9mIEeLuzp28izxDS/m+Zt9j4kTxIP78kzEmLEPyBKfPP1/e/8IF8cTfcoty87U5JogKMJbS4X/8sejy3Xc21nv+vNJiTJhQVSx7334r3grz5lnodPvtxk56XZ4xyCE6mn80ffcdY40amVruYmJ48uX1651wShQU8P8NabAHH7T9f1KBgwcPsiefVK6pZk3u0rXFR4P/NV50tVaS/W6HEyeYHvx/+xLqsClP28pyzvngA8ZCUMguoq5Y7A4b7tObN41ugxJo2S04LT5jXOGtt4xrmICvGMCdEbYK7pAb14PYerIPRfDNQ3poWFGOE6E6lZyLm8+yAnAzehGC2fkU6+VdHEZe52bRInXHZoyxH38UG0YAXhrBiQoZjnDrrWI6RW4pNcjIEF8SPXsZ3TrVq4vP7YIC4a0ODuYC1KcwGES0XnAwT8fPhFiQu2i++kp2nXxf0vr1lsfX60V9u7AwixG8q1aJ4V56yY41S77lhg3tf6xViKoi9l5+WbxvVq2y0Kl5c94hMpIxpizCInkS5be77+aFhuwRVVbZulX5eejg/r2DBw+yzEzhFY2OZuznn+27tqCr2IM7PuInY348W9y8ydgfgeJXbebHC+26LjeXsenhHxmvy+tr3/ajwhdfN17zP81/2MWL9q3TKt1EPtD7bztr/vPLDOTGrUTkxPOI1AAwXNt90curURd9iR43hz6CMBQBALZ3fBoNepsLLXOBe+8V7V9/VW/coiLgueeABx/kbQDo1QtISXGqQoYjjBgh2lLUmmrExxuTY+n3H0JeHgPAPZ2SeyUsjAeyAdxT40z6Oa9y9KiI1uvVi/tRZEiRuEC5G1dCetCA9Qe9b5+ooN63L3/CzOCQG1ejEa7c8+f9IBSacBaH3LjlvkZ5MQV5MPfAgTyy9o8/eERsaKiLi+vWjVcJkj4s3nsP+OQTh4aIiwP27yjCyY1XkHGT4b777Lho1y6EbV8PADiJJliYfw+++MK++T75BHhXL0pRxP3fB1wr2SASeXhZI9zG78dUTLxnnvkhk5EBnvXgAfYD6ulczAN76ZLYptSqFZ75qJHx1Jtviq8nl1FBk1ZpbCnrlGSRgX/P7H+cn+diDss8ZWsXuGeR5xG8GNjAuRq4tpC7cgF1Ihk3blQWAgdYxogRziVJcoITJ5QeY9UZONA4QW1cZgCPdbG0hsREh7013uWDD8TiZeUHJMtQv37itCKvV2EhD5uTzCMVk3BJzJwpBrASslxWJiIeW7WyY92PPWa/u6gKUlUse1J0vFZrIX1oYaF4n/TowRjjcQhSPrqICMbGjuX5M93G5yLgjmk0jP3yi12XHTx4kC9Wskw2bszYtm22L5RFczxW7saUatpaQ16FY6u8Ws7q1bbnfPttY//FuN+0iocZCgoYq1GDsRcwR8w1apTtuazxkbAusjfeYIwxNnSoODR3ruVLyY3rQWw92fIo1Y3/sWGTtcCZNcdZekBNpoeG7awxlO2bu8GVJavC8V8PsCIEG13Ubl2T3JUbFMRD4C9dcnycQ4cYu+8+pf8jJISx+fPZQTOpNdxJhw5iCadV9nyzKVOMgw/EGhYQwFhmpmm3AQPEGiylRaiUyNXckSPGwwcPHmQGg/DAVqtm5lp5+oQvvzQ/vpS3BeB7/azQurXwJtvcIzV3rhj3m29sdK56VAWxZzAI0da0qYVOslJpciFx7Bjfnmqve9NlXn1VrCM42EJ9MSUH9+7lUbTyz9g6dYxbLcwiz0xcpw4bM7LIePfTT63P98474tJP+y0Xd/r2tX5hZqZRJZZpAllTHGcA/3iwhrRFJAz5LDNUVkpz717rF1pCr2esRQsxTnmG7X37xKEaNSw/fST2PIitJ3v3W6uNr1pK15cdHt+gN7A98QOU/zwAS0mexsqK3VFg1TZFOUXseGhbsZZOU9074ZUrpruRg4K4cFu61LKFhjGe5+C775R5MqRbp06MpfF8gJ7+opk9Wyxj9myVB5dFYEzDu5JxwAR5aim3V9QoLeUC3ZEKFuaQp0Rp2FCxifvgwYOKOAhZERHB3r2iQ5cupuevXhXn7YigGTlSdK9YvtMEeeTIc8/ZHLuqURXE3uXL4i0weLCFTjt2iE621Ic7MRiUlSNiYviePiv9b8pLg8hvb71l+br//Edhqd+/X9ytV4/nxTNHbq6ozhEQwNjJY2VcQdsjwGQbJwsfHG9axcMMFQt7XJj2qbgzaJDluawhr5vdq5filNwuMWuW+ctJ7HkQW0/26VXHjK/YloZjHB5/+wvLzP/zAGxnjSEs56LtF1ltUjq/YFzD8dC2ngk8ycvjvzSl/0r5LTCQJ3IaPJhHkD34IN+Mby5cDeBZcL/8UmGK8fQXzenTYjlJSSoPfuSIcfA/MdTiB4VOJ/Zi16jhfEW6X37hOb6efZaZ36x88qQwt4WHGwW2U/zxh3jinnhCcergwYNsyRJx2mzuK4NBmWV60ybleXmo5Cuv2FyOfLP9ypU2OssTrDmS3LmKUBXE3oYN4i3w7LMWOv3+u30iyROUlHAhI61Ho+FJ8cxlK5C5RVlwMA+ok7IOh4WZSe7HmCIzcXy80Wx5111iqK+/Nr80+W6OBx8sP/jFF+LgGAvft9eu8c8haZ3nzrEXxFcamzLF/GWLFlXQdkVFSvVnKwF0RQoKhGvAzAfI0aNcxEo625wzi8SeB7H1ZBdmif0XByNvc2js/Bv57GKgeDNte/4XtmHEXFaKQOOxkyGt2Ll1tkwK6rFv7gZjmHsRgtnxXz3r/mTXr/Nv2Bo1LIpgi7dmzfgeLzM2cW980ci9hWbrYzqLwcCygxMYA0/QuT/V8oY8uWVq7VozHdau5Z+8I0fyzK0VOHZMfCABfK+JCZMnK18HV8yI8qTRf/yhOHXw4EFjclbAStLq774Tnbp0UW5YlD8hduw1kqexMZfwVoHBwH9oAFz8EgqqgthbsEC8Xz77zEKnL78UnWyFY3qCvDxlKQzJ5LZsmbCsf/KJ8vzChfy4fAvO7bebbg6Wb6t4/XXjYblxMzHR9IdoQQHf0yfpT2MO6IICnnpAMgKYS6AuS1jNnn6aMaas4hEebpqhQK8XpdoVvxH/7/+Uj8+RLPXyHDW33mr22vHjRZd+/UyfPhJ7HsSeJ/tqALdqXAuo5dDYKT1FubDd1QYyg56/Gfa+t5ZlauKM5zI08bw0m5vJPp+tEJ8pQ953+5wWKS7mm3CfeYZbaiTXnvwWHc1L37z0Ev/itvKP6I0vGvm+XJupOxygoICx3wNEKgLDfsuC/OefxRoee6zCydJS8YkK8DQQFTYMzZmjfMoDA82kcmnTRtmpUSO7PxRLS2WeX4NBWGuDg03WsnfvQWMZJI3GSlrG0lJlgI6UJK+oSJQgSEiwK1HZ9u1imIkT7XhAsvxp7k7x42tUBbH3yCPi5d++3UIneYBQeQ5Jr1Naytj775vmfenShbF77lEee1/2vZCXp8zdt2CBOHftmqxOWoTJ/4N8T3HFojOfyjyo99xTYa3y56+i+fT8efFdERbGVV458h+K06crL5N7W7t3r/C8NGsmTv5jZxDmL7+Ia8LC+H5yM2RkKOMTP/hAeZ7Engex58k+GNnV+GoVZNi3Z+nculOsEDzUrxhB3B0sP7/2JDsVLH5qlEDLNt6/wMJo6rA5UdT33Bdzu9f2DJqltJRHgR0/zkNN09Md+pXljS+a9HQekQfwPcxqVWb780/GnoNMSVo0IfDPYsmjER9fIYmnPEGzdPvxR8X1vXqZdlHEPcjrtclvssAKc2Rk8Nxi0ndLnz6M/TFHlB+Ub8gzGPhz99xzV4ynzVoY5fwrEriymjX5vk/5sf/8x8YAnMxMcUnv3nZcILdk+FRUjPupCmJPClINDrYS/D9pkniP7Nrl0fXZ5MwZZb7KCrf0xx83vUa+VzUyUoS8yvdAmMlMLP/4adFCWLWKirhhUTq3f3+FC2/cEB8cERHK6DR5svQKv7AvXBAVGKOjxY9Fg0HphTHJsS7fO9K5s+3vncWLxQc/YNN6u26dyAcfFMSDNxjjP4InTiSx5zHsEXtbGj5gfGFPr7TPX7ezhoi9TulivtBf9vlstqv6YMU/W0qXF40WQDVJufNd4xw5iGIXt5xTfQ5v4q0vmrvvFi+fWrVy772XsY7YLQYePdpqf/meakWS1+efN/1Al1V/yMwU223kN0UgnNxlKi/cWfEnqow9exhr0sR0XLmAfSn4AxYSYn5+gLGUFDueKLnLdsoUpcvJ3kywTHiN6tSxo7M8pcX8+XbPURXwd7Eny3fObrO2o0f+vlQ967oKGAx8C4U8ilSjYWz2bMtZDeRph+64gz8Z0dFCwVjITCwP7P31V37sq6/Esbss5UGW/6iSNi2fOCE+MKKjzRa0li9T2i4p16pm64nr9fyE1Gn5csvP3fz5QrkBfLOzHUYJ+Z7CZs34D3ruViax5zHsEXvycmK7ZlpKmS7Y+dpfxv5XAuqy3KuWY+3LissUARMMYFsaPWj1GkfZ+MAXyvEn/aDa2JUFb33RyN0D96pQaS4jg1sNAlHKcjWRQoVY+UCRr+GRR8oPGgzC/RIQIISaVmv008p/0D7/PE+pJXW/dq18HPkXl3x/i8IXwtHpuN6S7wEMDRWxHX9D+HVa4rBZkQcw1rWrnUbds2eFG0n+S1urdag0X/fu4lKbVfY2bxad7dy7mJnJS2D1788LGigswAYDY6+9xn81vPaayQK+/JKXxHvhhQrfbQYDY1On8ujFNm0Y271bcd3SpXwT+rBhZvK57dnDQwUfeohbQ2WcPs3YU0/x77AKWyr5dbffzlj9+nzvpexFys5mbOTIDNa/P9fdij1aBgPPP3b33dy/ViH6/ptv+FKmTq2whcBgYOzFF/m3Y+vWJn7T5ct5TNfdd5sxsu7bxx/jgw+a/Ao7e5a7/B5+mLHffjNzXe/e/DFOmKB4jKtFYgbrwdiyagqeyv3pFKWlPJjkm2+4R4VZ+RzNzlb6I+W3Rx+1OMXffyuFVsWKblIJSBNOnRIfJLVqMZafzwM2pAvffNPsZadPK+NFsrKUiRyWLLEwnzxwrE0bUzeNwcDnlD/uiRPtducUFSnTdYkbiT2PYY/Y2/Tw18ZXx5artTCrkJ3TJhr7b33mJ6v9JTaO+dwYOMEAdk6byA7Mdy3rZu7VXLap6XjFuytloIXQTh/HW2KvuFjEmmi1zqUPlDN/vni5jjWUbXqxksyvsFD8yI6JKf9+OXBAXNuvn/KnZXmi4QcfFIfWrePBq9L9zz5jfE+dPNy3rEy5V648h11WFmPvvWf6XZCUxPdXGwyM7fj9KisN4D6Wy9oGrHUrA2vfnrGOHfm2oe7dGevWTcfee898TkGLvP666SeoXf5YgXwT9Z49NjrL/b4VUi1YYto05fIU+5fkSh1QbDbatEl5SrF9af165UlZ6oisLJEsGuBfrgrxLK/3FxameML79xengoJ4qhEjvXsr55SJL/l7B+BB0UZWrFCelJXwku+ZNNHPcmENKCKgc3OV28/q1avwGLt0Uf7ikKlIeXBqYCAXf0bkG80ARbT39Ol2iAbGxL7U2FgrnSonVj9H//pL+dxIj9FKLsuKLlT5beBAG4upuJdQuiUkWP1VJs8EI781bmwlY4HBwFhysugs3+6i1yu9BgB/wzsSzMG4YVLKCS/d2rYlsecx7BF7e+eIvUApnV+wOl5KP1EQOTW2t0Mu2W1Tl7I8hBuv10PDUjq/wCOCHSTt6+3snLaxUuh1muoWF3FlwJsuJHnu0tdec34cg0H5PXz1SdkvSSk6zgLyD7g//mDckiId+PRTZZbPnj1ZURH/nAZ4ydfiYqU+7NmTKTchS2lS5L9uP/iAZWYKi6D8u3X27Ar5teTflBbqdTr1GubnK9MnlK/LEeRBKhW2NJqnTh3eOT7erg98uYcIqGABlkcnA/wNUM5LLylPNWkiu+6115Qnw8ONT/gyM9mejE9terrpyd9/Z4zx/Z9yAykgK2ddWGgaRCVLKyLPhgPwggpG5Dvn+TecxYehSL1Y0ZISGmosHvvnn6YPw5iWLSND6WoDjD7EggKlEAZkW2KLi00DGGT5fzp1Eoct5XJj+fli7k6dLHSqvNj8H5S7VwH+ZrPB1q2m2zWCg8XeNYscPy42JMtvNrZPnDtnKqoA695Zxphyz2+TJvzNUlJiqh5lVX8c5dQprht79ODD3LhBYs9j2CP2zq07ZXyht9WtGDokyD6XxfLBPyxKEchO/OZ4PrJz606xA1HdFW+uEyGt2dHF9pUZKy0sZSm931Ckd9Ehkm0a963fCj3GvCv2Ll5UbiVRlPhygG3bxMveqRPjG9ekA1ZcJYwpjScPjDEok5NeuMC/QWW5B9Z8fcF4WoplkHfRaBjLHyrLCirldTl+XBzr2NFEq9x1lxkjZF4eF0YAVxMW9vc4/RquXi2ESPfuDrlwGVOmRTOb268isnJ2lr/1OVeumH7pxMTIAmnkr5P0xJevX25okG7GLWDyqGDpVm6Fevxx01Pvvlt+ndx3L93KTYZr1pieMm4LMBfsU25Bleexlm6RkTIPZoXShgwwWtq6dzc9ZUxuLTczSrd16xhjppoDkGnPpUtNT5abDNetMz1lNIrK/wGlW/l2hRs3hIZr187KC75nj7h27Fir743KiM3/Qb2e125csMB6guYKfPyx8mm1OyPNN98oL7Rzj9yKFcrtJJZy7ykwGJTW67Zt+eZM6X5AQAWTtetQNK4HsefJLskvYWXg75wjYbda7Ce3AG5qZv3L2RplxWUsZdAcYzkzBh6tm9JxMjuz5rjZawx6Azu6OFUROczAcwN6Mo+ft/D25nB5kFiFXMF2Iw/2WLiQ8V+WUnhZs2ZWry0uFr9m+4VtFQP16SM6ySwl37d7z9hFXoZSMgiGIZ8VB5cnwK5WTen/kJkfm+KE8cvdYq5leXKyhx6y+Bhceg2zshz0/wqOyoKEbcTCcOR5ByvseauIPOWa/LZhA+NJDs2d/PNPlp2t/LKSbt99x7gPU3pfyG9vvMEMBm4dq3iqZ8/yBcl999KtvNJIRXczIHOPys3X0i04mLH8fEWyWvnt33+ZMvu4/LZsGcvNNbUkAuXR4AUFYguB/Fbu5jYXAGQMmhg71vRkefFjuYFZuoWGcoOcIuWHdNNqGdPp2OLF4tAL1pw78sSNDlqYKwPu/Bxdt45rpYp50G2yahX/7PrsM8vlOMywZw+fb8UKBzyuBw9yV4e597rJBk/XIbHnQex9siWXaC4imL7UfJLbDcM/FmJvnOu/AI4vPciOhiWZvPHyEcZuaqqxS4H12eng5uxI2K2KfYIM3LKY0vsNVlroZFkFH8PbYu/qVREDERDgeJGJiiWGjFYR+WZvY9SEeaS9Z19CFpJm9MMxngG//Pg+TRIDeCSqPF2LJHyG4zcxxoQJyonee894bjreYoDMclQRvV5pvUq1bKH25r5LyTJrVzUUeaDKxx9b7SrfHyYPjn7hBcbzmUkH5Elvn39esV9cvrH7P/9hSjPukCGi3bWrQrj26ydSiAUGMpZ5vVT8IoiOVuZPvHmTdewo7ibJPnZOnGBKM6N8zlWrFPvm5Ra3555jynrC8sf41FNs1SpxV759YfRoptzZL5+vUyd2SjhaWK9eooiBRsPYjWtlIvF1RITSv3ztmsJQIx92xQqmNDPKT/75J3tYZK2yru/le2PVCs/3IN7+HK0UrF2rFHy1a/M9sm6AxJ4HsffJlqdSubj5rNk+8mCIwwvVya9UnFvMUnq8qrDy2bqd0zZmaV9byvjpn1SGD6lZs8TLMGCAY/t35XUU582TnXjxRXFi6VKrY/z9N2MRyGVZiBFfdhWrrsu+tFvgiNnSne3aMfY7rOSUkRV6P46mLCxEb9moJveRyq2MZvDmayjp0fBw0yz3JuzcaXxMZ/s9qswle/Mm34yzdi3T6YR3uV497t6XXIGtWjFlksMdO4Qpr3VrRaq2X34RW5dq12bM8LSsgsDy5YqSTfOnXzae+vBDpcBcN2ODUlFNmWK8n/XFT8a1tW3LxbvU9es5sj1wbdsqNgXqx0+Q6tGzqKgydv26EM5NmzKuOKWBtm0TJ5s1UxRCWLJEBBklJDCmf36K8gmQqc+vXztvPPXuu0qL5OrXZFbtESMUGx91C/5nnL5FC2VszORHs8XamjdXRGfqx08w1nBVuKfNIVf3FrYrVGYqw+dopeD6dV58/Kefys2+7oHEngex98lO6S7s/9ummv/STYvgX6R6aFheumlJL1e4ceQ6Sxn6AdsX04sdC23Hzmkbs6sBtVk2YlgxglgpAllqbG+2YfR8VdO2+AqV4UOqsFDpQjNJ3mmBHTvEd2mNGhU+W+RWHIvFODmlpYx9FCbCIkseHGvSp2iOsLTMxGsVM3Ywxhj79gkhZnKjapt1nVxtKfIZfNDHwgM1GJTWHBtPiDdfw6Hit5y14EKWnc3Y2y/lGjtvRxdWty5jVy+VcfUgq+e845kfjWNKUaZdy3dZxOMmM0jirnlz5UmAdap+jgHcxZibq1xffsPy/GiBgXxBM2aI1+KWz4z9Tp1S7jlf1Urmfv7hB8XJ47c9bDz18svKeJ6ZbWSBOlOm8DdoufosjklggShlAGODBmUxxoSGjUEWM0h+2sRE/n6QCdwetU4ygHukeeoWMU1uYlve0Gh4wMVbIvDt08YfG/sdPaqsV/tHS9mPo+++U5w81WWM8dTUqUpv+GPVl4vrnn6aP8byYI3i+JpMAz0DzFR7qIgULBQT43C0ZmWgMnyOViVI7HkQe5/sHS//bvwwMJckWV+qZ7nge5zOaRu7a7kWseRaripUlg8pefmy5s0rVLQwQ0kJN5ZI15jUZ83KEkpQFqlpljNnWEmgqNry50emhcs/euGKcf/plYjGZr+Q8ruLjfHv1P/c7FQvtRKWj8yO/cz2UdREkqfQt4A3X0OZkcusmy4vj0cYS17Q0+DJwgoRwt7ADHY1tKEYQBLbAcGsSfmeRqkKk6RZHsL3ou/UqcqTAHsSXLQNG8ZPffstP9UQZ8V1Uq7DgweNx9ajNwOMW9RYcbG0vcDATgc2ESIxI4ObqCL4Z1ZWcHUWgDIG8L1O8jSN32rGiTml+sqytBh9sI4BjL33Ho8ekayCoyELBpF+qMhMhs+Ci7bBg/mpH37gp+riorguOZmflPmnN6M7A7jl0GDg/0OSdfFYgCzCKD1dcVIXFGcUplLWGCkG5AvIolqkHyWyTbRdsJ0BpmW/FMj3Jxo3SfoWleVztKpAYs+D2PtkX9172fiPvDeur8n58yniH31HrWFuWi1hicryIWUwKLf+KFyyZpCn/UhKspAHSsrdERDAmLX36ahRxsHexTST5MTp6fyL/1/IXGsVI+pk4YqnkMiCUGySsHbtWsY00LMTkO2Sl+dRyM3lvjV5hEF5eg9rePM1lGf1l1enKyzk286kXIrS7QPNVBNxZ+72HqaymBhhHE1N5ad+gSyHmLRjXWZOk0SbtOXy5k2u0aZC7Jdk77zDTxpE9HUZAlgCrrOXXxaPYcQIxlrgiLju9tvFSZk5rTfWswYNxHtm6lTGtChhGShXuBERotCxLKr3MzzJgoIY27qV1wdNS+OnfoRsM195FC07dMhEtH3zDT+Vnc0tbc/iY3HdG2+ItZZH9eqhYbVwxaiRGePbIBpD7Ell3bqJk7ISMwPwN6tTR/zu+PhjnsA8HeVlVCRTKmOKvZkf4nmjRraIfA+mxU2slZvK8jlaVSCx50EcebKvBPD8WtmINrGkKSx/PV5113IJC1SmD6ldu8Rnfng436pkjsOHRVqvgAArZTTlu94V9dBkyNxVNwJrsijkmHR/6ine5RF8J8br1098u1dILPoAfmAAj3I01+W/kFnubrmFq4MhQ8TmK+lmV94D776G8swiTz/NDUJffcULKcgfSkAAz/5wJi3PJCR0JQaxfbNWMZaezsoCuX/wGmqwZ58U5l2DgbHOiTeNdbPL4mSRzgYDM5SLNj00rH7gZYW46N+fsd2QRVGclFluZXvTHsOXijiYJUsYmw2Ze1OeJ+ynn4zHv8DjisoQ27czdidkURRjxoiTOh3TB/HHcAW12F1D9MbXz2BgLLmZSENVFh2rMHEbZKlYGmguKFIVDR7M2DbIoijkNZhlSfmexGeK6gtLlzL2JmQRw3KxJdtj+H8Yp9inevw4Y/0g83WPGiVOZmQwvTbI+BgHDbRSLcFgUOydlCpS+BqV6XO0KkBiz4M48mTvqDXM+M98etUxxbmUnuKDaOtz9tflJNShsn1IPfqo+NyPi+MJi+VcvKgUEs88Y2Uwed6w8eNNz5eVKaIO90z6xtj91lu5FePkSZHmIja8mJU2lEVvS645WTCFoU0b1rZVmbGLFBvymyxIt3PrfMUXt8ktOJj7Pm1GPHC8+RrKcw3XrGmaKBrgyZDl2oMdPcrYPfew7T2msMY4abz2yhXG1kQJy935T5RWzTV3iBrBO7srC8hfGCs+R+Y3n6s49+NMYbm6UEPp0r/wu8jvtjesm8KiW5BdzNI13DRZAi3LPyOL6s7LY4WBfP/dTcSzzevE/ky9nrGfwx8xjpu1UPk4UusLN+f6aasVr9/fd4kfAjuTn1Jcd3GiSAG0IPF9xbmf55w1nrtUra3i3OXVIuv3/pDOisdYlFvCrmh4Xb5SBLK8E7LSHwUFLF/LoyuzEMPWr1ZGWPwSJQLrMr74RXFuf6NhxnNrn/2TWWSrLDDETClBX6GyfY76OyT2PIgjT3ZK/7eN/9BbnlBu3tgTL/Y5XdpWCYtf+zmV7UOqqEgZiBgVxd1VmZk8mFOejaRDB9OgWQV5ecrathWtBvJkbrfeyvQlZYp0HV98oYz2nTGDKZPrtm7N3XNyy8QffyhiQ5o25W42ee30v/5ivD6c/DqA53N55BEuhhzA26/hXXeZ16xDhljNGMP0el4bXn7NHZAVUpVXezcYWHFj8STe2eioQgu/MFi4OTPrtVH44QsmPmc8NyN0jiKQZ9ITBnYQslQq8gXLNpL+jHsV+85OnmRsMe43ntcvkf1QvX6dlWh5rrtsRLN33xCVfC5fZuyeQKH8S+8cKl4/g4EVNxdrubNemqKE6LThIjF3Vq3misdY+LRIXfJmyNuK/4tnnjawvZC9seWmcNmvkN8wXJH79uxZxhZBVEEoWySrDX76tLGMnw6R7O1XxJOam8vYvWGiRFhJvzuYRR55RKxLnu7Ix/D2/2BVg8SeB3Hkyd4zS+R+2tBemGLy0vOYDvzL+GpAbb+uVFFZqYwfUjqdskSnuVvjxjbT53HkNWBr1uRFuFeu5GlQpLxigHH/19q15uerUaO8rKRer6z/JL+V+20NBvOFGgC+Jcr4HV1WxhMFpqRwgedkFKK3X8OLF5Ue6L59LbvgK3L9uqiiBjAWgDJ2AfX4HY1G1PKS5ftIwe0MMqvptWt8z9oWyHIrpqTwk1lZRsFfgFBWDTeMVQjS0/lWsycgS14thY3q9Yokdn2xlrVuLYytzz/PWB/Iykr06CEelKzk3geYzOrXF97YF17ge93OQ5inT5SXJJP/StiCbgwQtWRv3ODlylJwu5hTil7R6YzBFEUIZjVwzVgZ6+ZNviViPGQVFaTolQrbD+7Aata8uahRP20aYz0gKzTcpYt4jz7wgPH4TLzGatcWqVU+/pi/jmfQSFxrLnz9xAmxHyM2Vuxr9EG8/T9Y1SCx50EcebIzT2UY/+kPRnY1Ht807lvj8U1NzbjZCLdTWT+k8vOZIums/NahQ4Ui7NbIy1OqCXO3++5TXCKv6iHd5MEH7MAB03qngCKB6MGDpoUMwsJktVZVpDK8hvv3c3EgxRM4wp49PJ+e9Dz92PljcadXL743T1aybij+ZACPv9HreRJigLH7ISvX0L07FyayRNYL8AQD+Fz5+aK4RTjyWE54TaUwke3JOx6RZEwhsnQpTwTOM6gY2BGNWBdbvZoLlvIfEWWaQFYfPLfd3LncwivlnJ0SKB5jTq9eXGHJigGPwDIG8NgKvV7kHB6FX8V8ycn8pKym1td4lAE8r2BurihuEYoClhUh+z/Yvl2xJ+90RBvjY1yyhItwKRr5AGRFiv/6S0TLACw7OMG4z/X99/m/mxSUMwnzxXXyBJoGAw+TLo9oZgDf8OnDVIb/waoEiT0P4siTzRhjZ4K4/60UgSzjBM+mmhYhzDdp3+xw53IJC1T2D6lNm7gV5bbb+Eb7jz821nS3n2PHuE+xYiV3gJc0O3dO0b2gQGm8a9PGTCqYr79WjjNggMm08gpQQHkpNzdQ2V9De8jM5OlzVq1iPARX7q+XRScbunVjnTsZjKcmTRI536JCS1hp4+biui++4K5xcCvhhF7HjafGjhXWSK2Wscw3PzV9b5Tfdr+9xni3cWNlkYhFd/wo7rRurSgddnPg/cZTsbHKuvBPji80jWKRHmPnzqxbV/EYn3hCvHXDg0tZSTOZ+3/+fG6xLr//3z6HjacefpjPC/CI5BvvfGHxMe5/60/j3UaNlCUIvxooyxfYvDk33ZbfvzT1Y2OGo+hopVf2/lHFIg8NwKN0MzOVeyMAXq7ELjN95cUf/gd9CRJ7dpKbm8ueffZZVrt2bRYSEsLat2/Plkj+AjtxVOyldBIpFzY9/DU79vN+4/1joe3JheslqtSHVF4edweOG8ezOA8fzth58/tEc3O5V+2vv7gn0CyLF3O38IwZTBEaKSM1lW+LsrZ3zVX88jWUVxCRboGBjG3fztasMa9ZXn2V8RfM3MnRo9nRo6LYg/z22GOMC8yKeygBxgYPZga9QZHjWi7g0q/qlSXR5AL1wAGF+JFuwcHlAcEy66Hius2b5Zl8FLcXX2TM4hMwciQ7ccJ8+d+xYxn/xSIvgybd+vdnBr1BUcteukVFMXb5kkFZflC6NWzIWFGRWUt4UFB5UI7Memj2NmEC/7/0cfzyf7ASQ2LPTgYMGMBiY2PZF198wdavX88mTJjAALAff/zR7jEcFXuHF+02/oMfDu/INrYQyTg3jJ7v7EMhXIQ+pHwfv3wNDQZFAmIGKNKCPPGE8tStt5bn5DMYeB4S+cmEBB4ZwZQlwgBeoML4EXbokNhDBjBWt65RxJ8+bVrn/RcpAHXHDlMV+SJPIH/5MmPx8cpTn3wie5zjxilPvvWW8dTTTytPtWsns2oPG6Y8GR9vLGEyfbryVMOGsh8sx44p3ae1ahmtamfPiiTL0s34lbBnjwhLl27ff88Y45dLBlTpJs9SwyZONBV5cXE2yxj6En75P1iJIbFnBytXrmQA2OLFixXHBwwYwOrUqcPK5OFfVnBU7Bn0BnZOm2jyT5+HcJZ9Ptvhx0GoA31I+T5++xoWFvKNYM8/z0Oy5RG2Bdwi17kzD9pV7OHMyOARMhER3Ccpy25dUsL3+CUnc897WlqFOXfs4IrwpZdMorf//ZcP27VrBTHDGC8xVr0692U++KAiy/f27dzzmZzMrY+KOJyiInZl6lT+GL/6SpFup7CQi9rOnbnr+NQp2XVZWXzQiAiu5mT7RUtLeYrG5GS+9aFi+iK2e7d4jBUiv9ev54/xttt44nIF//ufeIwPPcTkocK7dvEo+uRkXjZOkTWoqIix+0XkMrv9duu19XwQv/0frKQ4oj80jDGGKshjjz2Gn376CVlZWdBqtcbjS5YswQMPPICtW7eiW7duNsfR6XSIiYlBTk4OoqOj7Zp7638Xo+uChxAA8dRvbvYoeh7/xvEHQqhCWloa2rZt6+1lEC5Ar6FvUyVeP8aA334D9Hpg1CggMNDbK1KVKvEaViIc0R8BHlpTpePQoUNo2bKlQugBQLt27Yzn3UX3+Q/g8JdbcTKkNQBAjwBUf+O/bpuPIAiCqARoNFzk3Xef3wk9onKjtd3FP8nIyEBiYqLJ8fj4eON5cxQXF6O4uNh4X6fTOTV/28e7ouSBVGyd9isimtdD0pj/b+/e45uq78ePv5I0TZqmV1ogBQrItRSQiwioCOi8ThThizpEcH43GJM5hptsX6egwE+/303n7efUn5sTAXXfgdtXxtx3IriLiJfSAbXlMigFiaWhNE2appf0/P5IkyZt0iZpmqTl/Xw8+iA9n8/5fD7ncwnvnpycMzmicoQQQgghOnPRBnsAKpUq7LQnnniCxx57rMP2kpISjEZj2G1IX+k+k3jo0KGw9xXRU1tbK2PQy8kY9m4yfr2fjGFs2e32kPNetMFev379Ap69q66uBtrO8LX3k5/8hDVr1nh/r62tZciQIRQWFoZ8zZ5IPHKtSe8nY9i7yfj1fjKGsRXOJ4sX7TV7EyZMoLS0lObmZr/tnr9Kxo8fH3A/nU5Henq6348QQgghRKK6aIO922+/Hbvdzvbt2/22v/766+Tl5TF9+vQ4tUwIIYQQInou2o9xb7rpJq677jpWrlxJbW0tI0eO5M033+S9995jy5YtaOSbUkIIIYToAy7aYA9gx44dPPzwwzz66KNUV1czduxY3nzzTe666654N00IIYQQIiou6mDPaDTy7LPP8uyzz8a7KUIIIYQQPeKiDvaiweVyAXDmzBn5skYvVllZSVZWVrybIbpBxrB3k/Hr/WQMY8vzbVxPHNIZCfa66YsvvgCgsLAwzi0RQgghxMXm+PHjTJs2rdM8Eux10+DBgwE4ffq0nNnrxUpKSiRg7+VkDHs3Gb/eT8Ywtjz3+R05cmSXeSXY6ybPt3blnnu9m9FolPHr5WQMezcZv95PxjA+Qrl7yEV7nz0hhBBCiIuBBHtCCCGEEH2YBHvdpNPp4t0EIYQQQoigJNjrJgn2hBBCCJHIJNgTQgghhOjD5Nu4QgjRl1VUuP/Nz++7dV4Mx9ih+gosFgsAOTk55PdwO2Jdn4guCfai5CvbVzxd9DQrpq7AlGaKd3OEEMIdkIwZ43595EhsApNY13kxHGOH6isYW1BAvcMBQIrBQFlpaY8FYLGuT0SffIwbJV/VfcVjHz6G2W6Od1OEEH1RRUXb2aRQWSzgdLp/Ws/K9Gh98aizu/UVFcW2ziiwWCzUOxzcsfE33LHxN9Q7HN6zbn2hPhF9cmZPCCES3cVwtqy+Hi6/PHZ1eo7R6QS9Pi5n6Lqr//CCPl2fiB45syeEEIku1meS4nHmqrHRW2fFoUNURHJWMUQVFRWYDx1y1wcxq7MnyxeiM3JmTwghRMKoAMb+2yJQq3rkujDP9WeTWlr4KMZ1AnKtm4gLObMnRJyE+pe+nBEQFxMLUO+s77HrwjzXnzk9Z/ViWKdc6ybiRYI9IeLA85f+2IKCTgO5UPMJ0ZdVWCuosMZu/kejvli3WYjOSLAnRByE+pd+rzkjEOk3N4XoQoW1gjEvjGHMC2MiDp7MNjPr967HbOv6bglmh7nb9UWjzUJEkwR7Qoju8XyrccwYCfhE1FkcFpzNTpzNTiyOyP7gMdvNId8aq6axptv1davNkd4ORohOyBc0hBDd4/nmpue1XHweujg/hUEkmD5wOxiRmOTMnhBCxIOcERXt+f7hFKcbNou+SYI9IYSIhzg/hUEIcfGQj3ETUG1LLc4WZ4fterWedHV6j6T3ZNnhpHfFs79erQfwvvYtO5K0BqWB2pbaDmmx5PugcQ+zOfLH77Xv63gckxBCiPiTYC/B1LbU8kbN6zSrWjqkJSlqbk9fyDu126Oe3pNlh5p+T+ayToMR377RKCpUQLNK6VB2JGmDm/P5uOYjv7Su2hNNFRUVFBQU4Gh90LiHXq+PqLxA8yjWxySEECIxSLCXYJwtTppVLdzwzzfItld6t1cbB/DnS++h1lUb9fSeLDucdGeLs9NAxNM3lx//M5+MvAHA+9pTdqRpWXVVlKsUv7Su2hNNFosFh8PBlocfp2DocABKT51kyaZHIyqv/TyqNg7go3630Hz8Exg4Wi76DkS+LNHnROO2J54y8jNkXojeS4K9eKhrfQNKDf7mkW2vpH/tmbikx7PuUKTVXwj4ujtpSa7GoGmxVDB0OFNGj41aeZ6+Vp9rZumNm0hqaE6cb/l51sH51t+j2Z4Q1pgfz5clIDH6RgRU5ahi/d71rJi6AlOaqdO8nnvdAfzujt9FVJ/ZbubKX18JwJFVR7oM+Mw2My9//jIzB8+MqL4+Kdy1eLFo3y/h9lNdBdTZQq5OvqDRU+rNsH8F/HkmXChu2/b3u+EPQ+EPw+H8p3FtYkKqN8PB9e5/A/2eyAK1/fMH4ZMVUPRgwGMYmAmDKn8BpU8HLLKfMcS6gm1rpa5tcQd60PUXAnzLCVamZ/uFYjj2cvhtPP8pvDsGXhsNo0e7A63jn7aV+fmDQfusS3UV7rLfHdP2BtqVRPmyRBTme0VFBWc8femsCpge8Gks3ag7VnVaHJa2++V59g1Qnyev5153Nc4aAJIaqoLP1wBqnO3uuddFnZ77+Vnq2+ZQSHUGKjcTqHq5Z977fNfvwfXRq8Pl9C+vs7UY6XzrLft1tm/7fgmln3zHypP/T1NDbooEez2l3gz/egXOfww1JW3bKra1ZmiB2qNxa17CqjfD4cf8Aybf3xNZoLYfeRqOvwJlTwc8BlMmDLiwBcq3BiwyJy3EuoJt6+5xBCvTs72mxH184bax9ii0OMHaAA0N7iDr3NG2Mo88HbTPutRgcZfd4nS/7k26OYaex+vdMe9qdzntjr/Tx+9FWHc86vTbN4wx1jZags/XeNYZqNxM4PwrPRfsedZaNN9fXQ3+5QVbixUVcLIosrojmTOxrq+rfdv3S2fvWYHGypu/IeSmSLAXJ1YHWGsdXWe8yJi/CrCgLMA/S+Grr2LenkRnrbVhtVp7rGybvfOPCWx1Xc/hnmyjr6amppjUE0tWqzXoMQVK8zxez+ns+I13q83GyZMno/74Pd86rY62OWFtrbM7j/yz2bqeg76stp6fa77H2CUnOELNSxjlJrhO17znkonbF8SmMbGuLwzuOCCM+R1mfl8S7PWAs2fPsnXb1qDbrA742V8y+METb3PmTOTXrvU1X57+kv/z5H8CPkHfGTP8EM5es4Rtt86LY+sSj9UBz726nedeeIEzZ87w2WefRb3st97+bad53vr97pDb2JP/CVutVk6Wl/PcCy+EFBzYbDb27t2LzRbZG2csWK1WnnvhBX721FP89a9/9W631dWxc+dOfvb00532q60ePisudZcFPLd9O2/9Nvh4dsZms7Fr1y527doVtM9cLfDc3kzeeme3u77MTJ7bvr1bfbztrbc6nYOBjrG7c624uDjg9jp7HXs//Jv3GLvkhPSDmfzlf0LIS+t6ClCuzVbXrbka7lzvKn9jfR0AdXV1HfZxuZr91nz7tWiz2fjsvffcZ/IbGwlVpOs11vWFs6/V4V4vz726PaT3LGutI6z87Umw1wPOnTvH3j17g25zNIDNZeT4qXOJ/XD7GLtw/gKo3VOy1uq+5x3na6AJzgF7XB1v2XIxczRAg0uhoakJi8XC559/HvWyG5ubO83T6FJCbmP728pEk8PhoKWlhYampoBntdqz2+3s3bsXu93eY23qLofDQUNTE7a6Or9A3u5wsGfPHhz19Z32q90Jn7cGQg6gQel8PDtjt9vZvXs3u3fvDtpnLS3QoM6gsUVx15eRQYOihDQewTQ2N3fa5kDH2N25VlJSEnC7o87BJ5985j3GLjVBmjaDllDy0rqeAuS11zm6NVfDnetd5W9y1rvb69PHnn1cLpffmm8/9na7PaL3qUjXa6zr893XUVYGgT6pauVocK+XBldoa8ThbAgrf3sS7AkRK2fMiflYrIqKxGwXJG6fCSHcKipAPqHyk2G10n/WrIT66FiCPSFiwQJcviDxnoOayM9nTdQ+E0K4ed4/Zs2CPna9bHcYHA5UDQ0hf3SsrjzXwy2SYE+I2LABDY3xv7VHe4lyy5FAErXPhBBunvePhgbowcs0+rIMq43sf//3Hq9Hgj0hhBBCiDgw1Nejamrq8XrkCRpRcuTIEbBB6cFSVOdVOBwOLtjB2QSVX5TzhdW9zfduK42NTZSWui8ubmlpQa1WY0u2QZAbw1u/snKs8RgEucF2d9J7suxQ061flNHocGC+ACWNJ6nTFZF96hTDWvP4LgebxUZa603o2pcdrbTD/zpMpjqzQ1vVajUtLR2/LJLiLCXzApj/WcqgLDXq+iNQ62kw5AJm4ExJCWU++1XVQlUIX64qKSnB5XKRD6idZVRawVHvxNVo44svvqDKYsGcDpWHytDl1gWdR2bA3DrvUkpLKWi/zVlKQ2vZDk2999Y3ZqMLs0bjl8fZ0EhVfduxecpoX46r0UZ1cTFJRgvNF6Dm2EkyL0DNWbz115w8SWaNOy2n1r/PPOUG6/uqqipcLhc2m43aI0dpvgDmGne7yejYB1VVVZjNZg4ePIjZbA7YD5EY5HLRAt5+6kywvs+8AOqiEiqbKnE4HNTZ7VRXV0Nr3uKjR6msrCQ9OxuXy0XxyWJazpejrk/iyPHj3vIrrVBV7X4aTCXgcDpx1Nd700vOlDAguQF1fRKVWi06h7vuM0UlGMxQ6NO2yspKKisrUalUFJ8s5kztGfJroSG1mZLytjoBHI62Omx1dRw7dsz7e1lZGYNcLhpSm6nUJGE8f9RbZ1NTDgC+tytuaGhAqWsBIwypAduRE2CDkuISdEZoCnCMLpuN4uJiLFr32WDf/U4eO4kmwFrzrdP7TV4bOI6c8L4+WnKU8+fPo/U5Rt+xc7lclFnL/PcD6h31VPncDs1WUoLZ5fKbI77rybdNzRfgcNlxzGYz1cXFcOYMZo3G/f8NcO5k21wtDTBvXS4X1dXVnD171jvXPfVl+qxD8z9LcRldaDQaqqqqOuT3lH3uZCn1thoAjh8/Tr7FQkFr35stFux1dd73JZPTSk27tVjVWEVV61l6z/GZg6xRX5716vseEup+sawv1DpTnKVktr72XS/mYHkvwLETpwH3mcCkY8cwX4Bj4dyNTBHdYrVaFUAhFWXo7KHu16BcPd6o/O77KOsWoMy+fKx32/s/QTn7AsoDCwcp+YP6K4Aye/Zs77+3fvNW5ZnqZ5TKdwcryla8P5XvDlZueOgGZfDEwVFP78myQ01f8p2rlU9UKuXWyZnKugV4+/GhG8crihblACjTWvc/9OEMZdFTi7yvfcuONO0fe/5vh7SZV8/0tsP3xzNe7X8mD8Pb9j2zZysvLZiivHQfykv3oTx9I0qjRqOsVqsVrTZZ0Wg0ilabrEwboVFeug9l+Vz3fp+/8oai7P1UUfZ+qnz+yhtK4WCUFJ3am3+4RqM0ajTKS5eolTU3oXz969cps1rbc/PMge75dsUU5Y/t5lHVrwYqTbokRQFlnUbjbfMQUBqTkvy2TR6Gt+wftfZ/+/08eR5YMr312NR+6e3LWTh9urfd6xa09dUQ3P2yTqPxbps8zL/PfMsN1veA8v9efdVdT2sdwfJ5foYOHdppP4T7E24Zwfrec9xr1Grl6zfdpEyfMUOZNmCAd/4kJWkVQJn7ta8p066frgxbrVbqk1B+kKFWBl02QNEmu+fVmptQZg7M9Str2vTp7vmXrfHbb+iVg5TJw1BW34ii1Wq988zTtiStu87ckbmKZp1GGTZTrRzPUiv6n6KoZ7rn9KVD1crD9wxVFl42UTmlVisPX3KJMmumew1pk5MVTaZGmXbZAO9+mrkavzqf3rQpLseogF+dwY4xKUmrTBiC9xjbz832x6j7Pkr+/EuUpfMnBO3X9mvl3muuUhqT3OvUs1ZmXDZBmTlokN9+06dPV7TJyd79k5KSAs4xTx6VShXwvcr3Pcu3vPb5A6VPnjzZO4fXqNXK0EGDlOef3uh3HL8MsBY9x/JSiOu0t+0Xyr6Th7njAO9cukStKFsJmnfdApTxg1H+a4G7XGWYf16r1dplrCJn9qLkw10fkp6eTktLC2VlZfzxjQ1cM66MK0bB/GFL+MI6nD++sYFpl5RR1/pXnmlANk/+7BkKCgr8zuwVURSwjivuvYL7F9/PCU5EPb0nyw4lfdbXCtC+9FcGpqWz4poaJs7bxLCJN5LacARuWgwpG8l5f483/8R5E4OWHa20qxZdFf6ZvQNLuHXVFgZlFVJYXwr/XAxAswuqH3yNG83wzNKlALz22mtMGQb9S5YyLBde2dOhSJKToOy/Wvgw+XGWrnyUTEALLGiBL6+CzeeG4tKk853lyznx+Xb+/ZIdzB//ILrcIRzzmUct/ZPY/OnDzK+/ihWqDG71OatQ7XKxArzbUpylNOxdwuZzQym0JUHTYQBWuFzcumULFBR48+y2m7hrBpz41i9YkT/Tr1zfckyZ9Wj372dBCzRfA3eu2EDmsUe4dQpUT3+NFRljubPpKJkHlnDnig3knHjE22crMsZ6y+3szN6FmhqmjxyJtnI/K66BW6cAV2yBjIKA+Xfs2MGCBQvIzc0N2A/hSiktRbtkibuM1n7qSqC+z/mfJWjfc3EPsHnQIAYOGULDyJEcXbyYGy0W7/wZaDKhDBhAc+1+9M1wg6GFX8yuZPPjm5lihKa/LcXefxZH7/yWu6w9exjhcvHYunVYtBZ+8d9L2/ab8SUvzt2A5m+P8Mx7TZwEPtq8mRVjxzLq6FGWLFkCwKhLR/GR6iOyRoC1HJxJwBUt/OaRVxnirOH9d55i0IypnFj9EBw4wGRF4eF168jOzqbMWsYvXl+K9cvW/aa42PhgW50OReGj117jobFjud5iYevWraRnZ6PVarlj/N3omx/gR9YWps3/Hos/+ynNLrjnKjocY9rZs3y6fz9Uwwv5j6NvfpQfWVtY+t3/QjdMIfPAEhY/+CvIGEs1MECj4SGXy1unSqVi8fWLyZ9oYcTCpRx5Hj58ZD1L9z2KorjHbdCMqRx9/ElW5ORwq0ZDaWmpu48a4bH532PET3/K334NW++ew6B+DSwxHWLxg7/CYAbt0qUd5kjbWhnLMxMv494bb2SB4RzNB5dypWkF+7d+gHbHDu9+6sJCmpqa0LTOG5fL5X3t4WnTFYu/x0fbnuf555/niiuu8NbnWWuZxx5h1PUbWPKdR7hj42+ot9Xw7n+u9svvW0dVVRXbt29n0aJF9OvXj2qXi3ssFuy//z0TJkzgqnrYfTgHbXMzC1vXu2ctVjXmsGPHDo7On88Co4Xmg0u5dVXgNeqrqqqKT195Be2OHd73kFD3i2V9odaZ4iyFA+41NWjGVCqu/xYjbA+437cC5M08sIRr/u0hDm3ZjNblAmDFNXDNOJi9scsmAfIxbtRMmjSJ9PR0wP0f0h6DgazW55qaxg0D6zj2GAykG/AGe8nJWgoKCpg0aZK3nHPN5yiyBQ72MgZmMMowihOOwAFTd9J7suxQ0o2tD4FNTkrClAWFw4czZsoUqAZOAoOGo933iTd/ms9zxNqXHa208Wnj6Z/UP2B7A6oGysF0aQFkT4LqFnfbPaYUklve9mthYSGFw4DTkBvssWhAfg4Umi7x25YLNGeAwaYHXRrjxo3DdupDTFlgmjCWc+mDod08sg3OojltIqak/gE/4fVuqwbzAXfZ+uYUv3RTQQG0jov5AOibkjFlQdKEMeSOnuZfrk85hlS1t91kgWnUcLCAKcvdL2RPwVStcfdfa5qnz8ieEuwTaS+z2czf//EPDKmp7rZmtZZ9aQFkTwmYf9++fUycOBGTyb/0rurqil8/hbEP4J5DrUH/AMCg1+NKTibDaCR70iQazG337dLpdKhT1d5LBXIB0qBwUiGFOjAfBNOAHLJb318M+/cD7vcqM2b4b//9ho8aTn1xW5vSCgsxTZlCgU8QkZGR4X5h8Gl8a52mC1W8D6QZU8ksLIRjx0gDbx9rzJoO+wWrE7OZ999/H0WjwWAwMDpvtLefxgwb5s0/IKPjMXrmAMAl/S/x7mcaOxaG4Z5jrfPKr/9b6wSYNHwSJr27r/OtUDjQf/2lGVPJnjQJk8nUYb4Ma23fYBsYkwwYUt3vaaYphWDPAb3e3Z5ZsyC/9RoSn7Vi1WXQPHEiJp0ZTgNjR3Ii52DbcRQUgM//GV3J6D8YgFGjRjHFMyc971Wta63ANByA/sMLqLtg6Zjfh2ftjB8/3rt2WsxmTPv3Y0xNZUAG6HXJgM96b12L5gYT+/btI3vSJHJbj88UZI22r7M8J8e/zBD3i2V9IdfZOt7gnkvpY0bDZ63vWwHyUg5cMoRDPvWYsiBV12VzvCTYE6IXsQAtycmokwFCvyO8ECIB5OdD6/V23kBPiBiQYE+IXuQ0ULJjBxOGA3tuiXdzhBDhkiBPxIEEe0L0Mk0mEwyMdyuEEELEkkOvoUmjQYsr7H3lPns9oH///syZOyfoNoMO0jR2Rg7tT07rdQEXO2c/I1nJWu9d2NMz0v3S++f0Y+6cufFoWsIy6ECnUaHTasnJyWHq1KlRL1vbyZcVDDpI1qgA0Ov1nZaTnNSzf1caDAbUanXI9RiNRubMmYPRaOzRdnWHAdCpVKSlpjJ37twObU1OSur0eI16mHPlVIxGIwaDAZ1Wi06rxWAwBN2nK4WFhcHba9Cja7Gi06jIzs7uVn1Go5G5c+diSElBp9UGnV+BjjHSuWY0Grn22mu59tprg84LtRrvMXZ1XJ7xC7U9vuvZt2xjqqFbazsp2X1hV6jjoNWndJo/0NrxbNNoNO73BbUq5H1DYTQaI+qDWNcXTp0GXdtcCja//fLrdThT6nhx5T3UvfJK2O2SM3s9IC8vj7sX3w3vPR1wW4YBfnSdFabdScbgwXFsaeKwDc4itfRj/qPiIJz9JqaB/pc955lyWbx4Mm/a3oxTCxNPhgEe+NZCyJpERkYGgw2XwXvRLTup5Cg8999B89w1/1o4+DZpxsDfMPGUoz4FvPhidBoXqJ6MDIYPG8b1d9wBu7quJy0tjTlz5vRYe6IhA3hg4UKYNKntixE+Ft91F+TB/p8HPt60FJhz1WWQ5h6bB1atcpebkQERPuxg0qRJ8Lcg7U1P44E5NfC1hWTk5/vXF6a0tDRuueUWZs2a5f79X/8KnC/AMRYXF/NSBHMtLS2Nm2++udM8GjVtx9jFcXnGTz0c+HvX7Wm/nqn2tCuVyy67LLSDCECrcwcSqT5fXOlMckpqp/kDrR3PtkOf/50MA9x53wKUrb9Hlazge22x377VoR9DWlpaRH0Q6/rCqTPD0DaXgr1/+uVPN7Tmv5fU9LSw3+sl2IuTDAOQHvlf2H1RS/5gTJnA2Xi3pPfISE+DCP4zDbnsLs4GpKV2PYcz0tOg6/eybtNqtaSlxaCiGMpICz6+aWlpEMYJi0iCrnC539fSolZfoDJyMjNJMRjQ61sAZ4f8w4cPJ6V13mZmZna7De3rzDA4vcfoTc/JCVhnRrhj1IPrOZbSC0bC0aNgPwTFUbq2OMf9TWaSW4jJl9NiUJ/veumJ/L4k2OspKSYYsRxqDkJmYdu2/MVQsQ1QQ/rouDYxIaWYYPw697+Bfk9kgdo+Zg247JBkbN1u7rjPmDWgVAJbOxRprgFzv+Wgy+m4X/t+iVZf+Zajq+o8T2Zh8Dr92tN63DVAv+Xuua9u/ejCc2y+ZY5ZAyoiOxYb7vdmXXLHfkt0KSYYuRwI/2OaDuWEOReaknO6V3eM6sw3mSgrLUXdWAmOP3aoLz8/n7LWJz6Y2j9TOcI10uN1drmezUF3jUj79WuP0jrR6NranG2COuBgu3Xevg2hjoXnm8xBxqBLsa6vszp1OR3f/9r/3r4M3/faliZ3frUCNBAKCfZ6SooJpr/ccdtVW6HuCffvqfKtrA5STDBxfeDfm8/Fo0WhC9T2qU+1yxQg2Jv6FKiKCBTsfVUD5twVXdfVflt3+sq3HH2Q/2R882RN6jqPb7CXuwL6TYF5rbeg8KwD3/xTg5TZlZwcqNPDwwrs2dP71liKCUatICrBXvv50YVmXW736o5hnfn5+bifczitk3QgUOAVZhtjUmdX67kngj3f9VsU+N6uYdPoYcL6tt9T8zuu80BtCFUXY9CpWNfXWZ2B+iWUfvJ9r513BGptwPiQmiLBXjz0tv+AhOgJPbEO4nkfM8/HPp7XMWaywbrRyzEZuz4DkWPIQZeUTHc+nspxgL4J0CWTY+j6eE1GEyumLod3uxnIit5F/r8LrH2/hNtPqfngqu06XysJ9hJUtXFAzH6PZV2h/N4VW0pWwNfdSWvWJANNAdNiqfTUyYCvI+Xp23D7uFeL133M4nzDXJMd1o9ZAWldB3v5GfnsuGMHvBj59VT5VjjyArBzB/kZXR+vKc3EistWUNTds5ZCiLBJsJdg9Go9SYqaP196T4e0JEVNuia9R9J7suxQ0/Xqzr9+7umbT0begEZRoQI+GXmDX9mRpl1IzUWjOPzSumpPNOXk5GAwGFiy6VG/7QaDgZycHCztPxrqQqB5FOtjuij1ohvmmkIICruSbwUMveB6WiEuchLsJZh0dTr3ZC7D2eLskKZX63ssvSfLDie9M777e4IWz+vuph1NOsrczLkd0mIlPz+f0tLSDkFdTk4O+fn5YQd7gfo61sckhBAiMUiwl4DS1emd/qfck+nxrDsU7fdv/zrSNJ1K590Wr4AoPz+/7SLvKOhuXwshEkScrwcVvZ8Ee0IIIUQii/P1oKL3k2BPCCGESHQS5IlukGfjCiGC8/34SK+P/CMkTzndKUN00HYLlciFc8uWzORM9En6btXpuWWLXh3aLVuEEN0nZ/aEiCHfxyrlhBH0RLpft3k+PrJY3EFapGcX5GOo0IVxfVY0bqHie8sWcxc37zUZTBxZdQRt8aGI62x/yxYL4X35SAgRPgn2hIgh38cqhfNljEj3i4r8/OgEaBLkhSbMwDgat1AJR35GPqR1L0CTW7YIEVsS7AkRY5EGazEP8kT8BBnrnj7DG6j8WNWpSUqK7VlrIS4iEux1k6IoANTWhv7YEpF47Ha7jGEvdzGMYWZmJp9+8on3dW1tLdjtbRnsdgi1DwLsF6j8WNVZWVnZVn4I+0VaX8jiUWcU2Vvb0dRQ7/092Prw5G102P22hbueLoY1mEg8fe2JQzqjUkLJJYI6ceIEI0aMiHczhBBCCHEROn36NIMHD+40j5zZ66bs7GwAKioqyMjIiHNrRCRqa2sZMmQIp0+fJj1dbkLcG8kY9m4yfr2fjGHsKYqCzWYjLy+vy7wS7HWTWu2+e01GRoZM8F4uPT1dxrCXkzHs3WT8ej8Zw9gK9SST3GdPCCGEEKIPk2BPCCGEEKIPk2Cvm3Q6HevWrUOn08W7KSJCMoa9n4xh7ybj1/vJGCY2+TauEEIIIUQfJmf2hBBCCCH6MAn2hBBCCCH6MAn2hBBCCCH6MAn2ImS321m9ejV5eXno9XomTZrEW2+9Fe9miQA++OAD7rvvPsaOHUtqaiqDBg3itttu4/PPP++Qt6ioiK997WsYjUYyMzNZsGABJ06ciEOrRWdeffVVVCoVRqOxQ5qMYeL6+9//zs0330xWVhYpKSmMGjWKDRs2+OWR8UtMBw4cYP78+eTl5WEwGBg7diyPP/44DofDL5+MX2KSYC9CCxYs4PXXX2fdunX86U9/Ytq0aXzjG99g27Zt8W6aaOeXv/wl5eXlfP/732fXrl08++yznDt3jhkzZvDBBx9485WVlTFnzhwaGxv57W9/y69//WuOHj3KrFmzqKqqiuMRCF9ffvklP/zhDwPeNV7GMHFt27aN2bNnk5GRwebNm9m1axdr1671e66njF9i+uKLL7jiiisoLy/nmWeeYefOndx11108/vjjfOMb3/Dmk/FLYIoI2x//+EcFULZt2+a3/brrrlPy8vKU5ubmOLVMBFJZWdlhm81mUwYMGKBce+213m2LFi1ScnJyFKvV6t1WXl6uaLVa5aGHHopJW0XXbrnlFmXevHnKsmXLlNTUVL80GcPEdObMGSU1NVVZuXJlp/lk/BLTww8/rADK8ePH/bYvX75cAZTq6mpFUWT8Epmc2YvAO++8g9FoZNGiRX7bv/nNb3L27Fn2798fp5aJQPr3799hm9FoZNy4cZw+fRqA5uZmdu7cycKFC/0e9TN06FDmzp3LO++8E7P2iuC2bNnChx9+yIsvvtghTcYwcb366qvU1dWxdu3aoHlk/BKXVqsFOj6aKzMzE7VaTXJysoxfgpNgLwKHDx+moKCApCT/RwtPnDjRmy4Sm9VqpaioiMLCQgD+9a9/UV9f7x1DXxMnTuT48eM4nc5YN1P4OHfuHKtXr+bJJ59k8ODBHdJlDBPXX//6V7KzsykrK2PSpEkkJSXRv39/vvOd71BbWwvI+CWyZcuWkZmZycqVKzlx4gQ2m42dO3fy8ssvc//995Oamirjl+Ak2IvA+fPnyc7O7rDds+38+fOxbpII0/33309dXR0PP/ww0DZmwcZVURQuXLgQ0zYKf9/97ncZM2YMK1euDJguY5i4vvzySxwOB4sWLeLOO+/k/fff50c/+hGbN2/m5ptvRlEUGb8ENmzYMPbt28fhw4cZMWIE6enpzJs3j2XLlvHss88Csv4SXVLXWUQgKpUqojQRf4888ghbt27l+eefZ+rUqX5pMq6Jafv27bz77rscOHCgy3GQMUw8LS0tOJ1O1q1bx49//GMA5syZQ3JyMqtXr2b37t0YDAZAxi8RlZeXM2/ePAYMGMDvfvc7cnNz2b9/Pxs3bsRut/OrX/3Km1fGLzFJsBeBfv36BTx7V11dDQT+y0Ykhscee4yNGzeyadMmVq1a5d3er18/IPBZ2erqalQqFZmZmbFqpvBht9u5//77+d73vkdeXh41NTUANDY2AlBTU4NWq5UxTGD9+vXj2LFj3HDDDX7bb7rpJlavXk1RURG33XYbIOOXiH784x9TW1tLcXExqampAFx99dXk5ORw3333sXTpUgYOHAjI+CUq+Rg3AhMmTKC0tJTm5ma/7YcOHQJg/Pjx8WiW6MJjjz3G+vXrWb9+Pf/xH//hlzZixAhSUlK8Y+jr0KFDjBw5Er1eH6umCh8Wi4XKykqeeuopsrKyvD9vvvkmdXV1ZGVlcffdd8sYJrBA13EB3tuuqNVqGb8EVlxczLhx47yBnse0adMAvB/vyvglLgn2InD77bdjt9vZvn273/bXX3+dvLw8pk+fHqeWiWA2bNjA+vXr+elPf8q6des6pCclJTFv3jx27NiBzWbzbq+oqGDPnj0sWLAgls0VPgYOHMiePXs6/Nxwww3o9Xr27NnDxo0bZQwT2MKFCwH405/+5Ld9165dAMyYMUPGL4Hl5eVRUlKC3W73275v3z4ABg8eLOOX6OJ535fe7LrrrlOysrKUV155Rfnggw+Ub3/72wqgbNmyJd5NE+38/Oc/VwDlxhtvVPbt29fhx6O0tFQxGo3K1VdfrezatUvZsWOHMn78eCUvL085d+5cHI9ABBLoPnsyholr3rx5ik6nUzZs2KD85S9/UZ544glFr9crt9xyizePjF9i+sMf/qCoVCplxowZyttvv63s3r1b2bRpk2I0GpVx48YpDQ0NiqLI+CUyCfYiZLPZlAceeEAZOHCgkpycrEycOFF58803490sEcDs2bMVIOiPr88++0y59tprFYPBoKSnpyvz58/vcCNRkRgCBXuKImOYqBwOh7J27VplyJAhSlJSkpKfn6/85Cc/UZxOp18+Gb/E9MEHHyjXX3+9MnDgQCUlJUUZPXq08uCDDyoWi8Uvn4xfYlIpis+zaoQQQgghRJ8i1+wJIYQQQvRhEuwJIYQQQvRhEuwJIYQQQvRhEuwJIYQQQvRhEuwJIYQQQvRhEuwJIYQQQvRhEuwJIYQQQvRhEuwJIYQQQvRhEuwJIUQM3HvvvahUKlQqFePHj49q2atXr/aWbTQao1q2EKL3k2BPCCFiZODAgezbt49t27ZFtdwf/OAH7Nu3j5tvvjmq5Qoh+oakeDdACCEuFjqdjhkzZkS93KFDhzJ06FByc3OjXrYQoveTM3tCCBGGqqoqli9fzpAhQ9DpdOTm5nLllVfy/vvvR1ymSqVi1apVvPbaa4wZM4aUlBQuu+wyPv74YxRF4Wc/+xnDhw/HaDRyzTXXcPz48SgekRCir5Mze0IIEYZ77rmHoqIiNm3axOjRo6mpqaGoqIjz5893q9ydO3dy4MABnnzySVQqFWvXruXrX/86y5Yt48SJE7zwwgtYrVbWrFnDwoULKS4uRqVSRemohBB9mQR7QggRhn/84x9861vf4tvf/rZ322233dbtchsaGvjf//1fUlNTAffZvvnz57Nnzx6Kioq8gV1VVRWrV6/m8OHDTJgwodv1CiH6PvkYVwghwnD55Zfzm9/8ho0bN/Lxxx/T1NQUlXLnzp3rDfQACgoKALjpppv8zuB5tp86dSoq9Qoh+j4J9oQQIgxvv/02y5Yt49VXX2XmzJlkZ2ezdOlSvvrqq26Vm52d7fd7cnJyp9udTme36hNCXDwk2BNCiDDk5OTwzDPPUF5ezqlTp3jiiSfYsWMH9957b7ybJoQQAUmwJ4QQEcrPz2fVqlVcd911FBUVxbs5QggRkHxBQwghQmS1Wpk7dy6LFy9m7NixpKWl8emnn/Lee++xYMGCeDdPCCECkmBPCCFCpNfrmT59Om+88Qbl5eU0NTWRn5/P2rVreeihh+LdPCGECEiCPSGECJFOp+OXv/xlt8pobm5GpVKh0Wi82xRF6ZBv2LBhAbfPmTOnw/aWlhZaWloC5hdCCLlmTwghYuTUqVNotVouvfTSqJa7Zs0atFotmzdvjmq5Qoi+QaXIn4JCCNHjysvLsVgsAKSkpFBYWBi1sk+fPk1lZSUAGo2GyZMnR61sIUTvJ8GeEEIIIUQfJh/jCiGEEEL0YRLsCSGEEEL0YRLsCSGEEEL0YRLsCSGEEEL0YRLsCSGEEEL0YRLsCSGEEEL0YRLsCSGEEEL0YRLsCSGEEEL0Yf8faxBiFmFf1+AAAAAASUVORK5CYII=\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# ploting twiss paramentrs.\n", "plot_opt_func(lat, tws, top_plot=[\"Dx\", \"Dy\"], fig_name=\"i1\", legend=False)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Tracking in first and second order approximation without any collective effects \n", "\n", "### Remark\n", "*Because of the reasons mentioned above, we start the beam tracking from the first quadrupole after RF cavities.*\n", "\n", "### Loading of beam distribution\n", "In order to perform tracking we have to have beam distribution. We will load beam distribution from a ASTRA file ('beam_distrib.ast'). And we convert the Astra beam distribution to Ocelot format - ParticleArray. ParticleArray is designed for tracking.\n", "In order to work with converters we have to import specific module from ocelot.adaptors\n", "> from ocelot.adaptors.astra2ocelot import *\n", "\n", "After importing **ocelot.adaptors.astra2ocelot** we can use converter astraBeam2particleArray() to load and convert.\n", "As you will see beam distribution consists of 200 000 particles (**that is why loading can take a few second**), charge 250 pC, initial energy is about 6.5 MeV.\n", "\n", "**ParticleArray** is a class which includes several parameters and methods. \n", "* ParticleArray.rparticles is a 2D numpy array (6 x N) with coordinates of particles in \n", "$$ParticleArray.rparticles = [\\vec{x_0}, \\vec{x_1}, ..., \\vec{x_n}], $$ where $$\\vec{x_n} = (x_n, x_n', y_n, y_n', \\tau_n, p_n)^T$$\n", "* ParticleArray.s is the longitudinal coordinate of the reference particle in [m]. \n", "* ParticleArray.E is the energy of the reference particle in [GeV]. \n", "* ParticleArray.q_array - is a 1D numpy array of the charges each (macro) particles in [C]" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "#from ocelot.adaptors.astra2ocelot import *\n", "#p_array_init = astraBeam2particleArray(filename='beam_130MeV.ast')\n", "#p_array_init = astraBeam2particleArray(filename='beam_130MeV_off_crest.ast')\n", "\n", "# save ParticleArray to compresssed numpy array \n", "#save_particle_array(\"tracking_beam.npz\", p_array_init)\n", "p_array_init = load_particle_array(\"sc_beam.npz\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Selection of the tracking order and lattice for the tracking.\n", "\n", "MagneticLattice(sequence, start=None, stop=None, method=MethodTM()) have wollowing arguments: \n", "* sequence - list of the elements,\n", "* start - first element of the lattice. If None, then lattice starts from the first element of the sequence,\n", "* stop - last element of the lattice. If None, then lattice stops by the last element of the sequence,\n", "* method=dictionary - method of the tracking. Example: {\"global\": SecondTM, \"Undulator\": UndulatorTestTM } Sets for all elements SecondTM as a transfer map, expect for the Undulator elements. By default all elements are assigned first order transfer map - TransferMap. One can create one's own map, but there are following predefined maps:\n", " - TransferMap - first order matrices. \n", " - SecondTM - 2nd order matrices.\n", " - KickTM - kick applied.\n", " - RungeKuttaTM - Runge-Kutta integrator is applied, but required 3D magnetic field function element.mag_field = lambda x, y, z: (Bx, By, Bz) (see example ocelot/demos/ebeam/tune_shift.py)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# initialization of tracking method\n", "method = {\"global\": SecondTM}\n", "\n", "# for first order tracking uncomment next line\n", "# method = {\"global\": TransferMap}\n", "\n", "# we start simulation from the first quadrupole (QI.46.I1) after RF section.\n", "# you can change stop element (and the start element, as well) \n", "# START_73_I1 - marker before Dog leg\n", "# START_96_I1 - marker before Bunch Compresion\n", "lat_t = MagneticLattice(cell, start=start_sim, stop=None, method=method)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Tracking\n", "\n", "for tracking we have to define following objects:\n", "\n", "- ```Navigator``` is object which navigates the beam distribution (ParticleArray) throught the lattice. The ```Navigator``` knows with what step (atr: ```unit_step```) the beam distribution will be tracked and knows where to apply one or another Physics Processes. \n", "\n", "In order to add collective effects (Space charge, CSR or wake) method ```add_physics_proc()``` must be called:\n", "* ```add_physics_proc(physics_proc, elem1, elem2)```\n", " - physics_proc - physics process, can be CSR, SpaceCharge, Wake etc\n", " - elem1 and elem2 - first and last elements between which the physics process will be applied.\n", " \n", "- ```attributes```:\n", " * ```unit_step = 1``` [m] (default value) - unit step for all physics processes \n", " \n", "
\n", "Note: unit_step is ignored if no PhysicsProcesses has been added (the PhysicsProc which applied as one kick is not counted, e.g. BeamTransform). In that case, the tracking is performed element by element. \n", "
\n", "\n", " \n", "* ```track(lattice, p_array, navi, print_progress=True, calc_tws=True, bounds=None)``` \n", "\n", "the function performs tracking of the particles [```ParticleArray```] through the lattice [```MagneticLattice```]. This function also calculates twiss parameters of the beam distribution on each tracking step (optional). \n", "\n", "- ```lattice```: Magnetic Lattice\n", "- ```p_array```: ParticleArray\n", "- ```navi```: Navigator\n", "- ```print_progress```: True, print tracking progress\n", "- ```calc_tws```: True, during the tracking twiss parameters are calculated from the beam distribution\n", "- ```bounds```: None, optional, [left_bound, right_bound] - bounds in units of std(p_array.tau()) to calculate twiss parameters of the particular beam slice. By default (```bounds=None```), twiss parameters are calculated for the whole beam.\n", " - return: twiss list, ParticleArray. In case calc_tws=False, twiss_list is list of empty Twiss classes." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "z = 93.40410100084 / 93.40410100084006. Applied: d: \n", " time exec: 27.459715843200684 sec\n" ] } ], "source": [ "navi = Navigator(lat_t)\n", "p_array = deepcopy(p_array_init)\n", "start = time.time()\n", "tws_track, p_array = track(lat_t, p_array, navi)\n", "print(\"\\n time exec:\", time.time() - start, \"sec\")" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# you can change top_plot argument, for example top_plot=[\"alpha_x\", \"alpha_y\"]\n", "plot_opt_func(lat_t, tws_track, top_plot=[\"E\"], fig_name=0, legend=False)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Tracking with beam matching\n", "\n", "To match beam with design optics we can use artificial matching - beam Transformation:\n", "\n", "**BeamTransform(tws=Twiss())**\n", "In Twiss object beta, alpha functions as well as phase advances twiss.mux and twiss.muy (zero by default) also can be specified " ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "z = 93.40410100084 / 93.40410100084006. Applied: d: mTransform\n", " time exec: 30.82689595222473 sec\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tw = Twiss()\n", "tw.beta_x = 2.36088\n", "tw.beta_y = 2.824\n", "tw.alpha_x = 1.2206\n", "tw.alpha_y = -1.35329\n", "\n", "bt = BeamTransform(tws=tw)\n", "\n", "navi = Navigator(lat_t)\n", "\n", "navi.unit_step = 1 # ignored in that case, tracking will performs element by element. \n", " # - there is no PhysicsProc along the lattice, \n", " # BeamTransform is aplied only once\n", "\n", "navi.add_physics_proc(bt, OTRC_55_I1, OTRC_55_I1)\n", "p_array = deepcopy(p_array_init)\n", "start = time.time()\n", "tws_track, p_array = track(lat_t, p_array, navi)\n", "print(\"\\n time exec:\", time.time() - start, \"sec\")\n", "plot_opt_func(lat_t, tws_track, top_plot=[\"E\"], fig_name=0, legend=False)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "Note: The function “track()” reruns twiss list (\"tws_track\") and ParticleArray (\"p_array\"). “p_array” is final ParticleArray. \"tws_track” is a list of Twiss objects where twiss parameters are calculated from the particle distribution. So, inside each Twiss object, there are twiss parameters (beta_x, alpha_x, beta_y, alpha_y) and emittances (emit_x, emit_y) as well as the first and second moments, e.g. $x\\cdot x$, $x\\cdot px$, $px \\cdot px$, $x \\cdot y$, $y \\cdot px$ and so on. It can be useful, if you want to see evolution of the beam during tracking with collective effects.\n", "
\n", "\n", "Here are examples how to retrieve the beam parameters from the twiss list.\n", "To retrieve the trajectory of the beam (central of mass):\n", "> x = [tw.x for tw in tws_track]\n", "\n", "Or size:\n", "\n", "> sigma_x = np.sqrt([tw.xx for tw in tws_track])\n", "\n", "Where tw.xx is the second moment. \n", "Also, you can retrieve the beam length during beam tracking \n", "\n", "> sigma_tau = np.sqrt([tw.tautau for tw in tws_track])\n", "\n", "And you need the longitudinal coordinate along the lattice:\n", "> s = [tw.s for tw in tws_track]\n", "\n", "### Example " ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sigma_x = np.sqrt([tw.xx for tw in tws_track])\n", "s = [tw.s for tw in tws_track]\n", "\n", "plt.plot(s, sigma_x)\n", "plt.xlabel(\"s [m]\")\n", "plt.ylabel(r\"$\\sigma_x$, [m]\")\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Beam distribution" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# the beam head is on left side \n", "show_e_beam(p_array, figsize=(8,6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Explicit usage of matplotlib functions\n", "#### Current profile" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "bins_start, hist_start = get_current(p_array, num_bins=200)\n", "\n", "plt.figure(4)\n", "plt.title(\"current: end\")\n", "plt.plot(bins_start*1000, hist_start)\n", "plt.xlabel(\"s, mm\")\n", "plt.ylabel(\"I, A\")\n", "plt.grid(True)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tau = np.array([p.tau for p in p_array])\n", "dp = np.array([p.p for p in p_array])\n", "x = np.array([p.x for p in p_array])\n", "y = np.array([p.y for p in p_array])\n", "\n", "ax1 = plt.subplot(311)\n", "# inverse head and teil. The beam head is right side\n", "ax1.plot(-tau*1000, x*1000, 'r.')\n", "plt.setp(ax1.get_xticklabels(), visible=False)\n", "plt.ylabel(\"x, mm\")\n", "plt.grid(True)\n", "\n", "ax2 = plt.subplot(312, sharex=ax1)\n", "ax2.plot(-tau*1000, y*1000, 'r.')\n", "plt.setp(ax2.get_xticklabels(), visible=False)\n", "plt.ylabel(\"y, mm\")\n", "plt.grid(True)\n", "\n", "ax3 = plt.subplot(313, sharex=ax1)\n", "ax3.plot(-tau*1000, dp, 'r.')\n", "plt.ylabel(\"dE/E\")\n", "plt.xlabel(\"s, mm\")\n", "plt.grid(True)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "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": "3.9.15" }, "name": "" }, "nbformat": 4, "nbformat_minor": 1 }