{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# NISP simulations (collimated beam)\n", "\n", "**Author:** Yannick Copin \n", "\n", "We apply a naive spectrograph model (i.e. including a grism in a collimated beam) to the NISP instrument." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Technical stuff related to the Jupyter notebook\n", "%load_ext autoreload\n", "%autoreload 2\n", "%matplotlib inline\n", "#import mpld3\n", "#mpld3.enable_notebook()\n", "import warnings\n", "#warnings.filterwarnings(\"ignore\")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import numpy as N\n", "from matplotlib import pyplot as P\n", "from spectrogrism import spectrogrism as S\n", "from spectrogrism import nisp\n", "from spectrogrism import distortion as D" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Zemax simulations\n", "\n", "Load the Zemax simulations:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "----------------------- Configuration 'Zemax' ------------------------\n", " name : Zemax\n", " 1 : ../spectrogrism/data/run_190315.dat\n", " 0 : ../spectrogrism/data/run_011115_conf2_o0.dat\n", " 2 : ../spectrogrism/data/run_161115_conf2_o2.dat\n", " J : ../spectrogrism/data/run_071215_conf6_J.dat\n" ] } ], "source": [ "datapath = \"../spectrogrism/data/\"\n", "simulations = S.Configuration([\n", " (\"name\", \"Zemax\"),\n", " (1, datapath + \"run_190315.dat\"), # 1st-order dispersed simulation\n", " (0, datapath + \"run_011115_conf2_o0.dat\"), # 0th-order dispersed simulation\n", " (2, datapath + \"run_161115_conf2_o2.dat\"), # 2nd-order dispersed simulation\n", " ('J', datapath + \"run_071215_conf6_J.dat\"), # J-band undispersed simulation\n", "])\n", "print(simulations)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/data/ycopin/Softs/local/lib/python2.7/site-packages/spectrogrism-0.8-py2.7.egg/spectrogrism/nisp.py:186: UserWarning: Setting approximately null xindeg to 0\n", "/data/ycopin/Softs/local/lib/python2.7/site-packages/spectrogrism-0.8-py2.7.egg/spectrogrism/nisp.py:190: UserWarning: Offsetting Yin by -0.85 deg\n", "/data/ycopin/Softs/local/lib/python2.7/site-packages/spectrogrism-0.8-py2.7.egg/spectrogrism/nisp.py:194: UserWarning: Discarding wavelengths > 1.81 µm\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Simulations 'Zemax': 4 modes\n", " Order #1: ../spectrogrism/data/run_190315.dat\n", " Order #0: ../spectrogrism/data/run_011115_conf2_o0.dat\n", " Order #2: ../spectrogrism/data/run_161115_conf2_o2.dat\n", " Band J: ../spectrogrism/data/run_071215_conf6_J.dat\n", " Wavelengths: 13 steps from 1.20 to 1.80 µm\n", " Coords: 289 sources\n" ] } ], "source": [ "zmx_pos = nisp.ZemaxPositions(simulations)\n", "print(zmx_pos)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot input sources:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYgAAAEoCAYAAABCX2bIAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = zmx_pos.plot_input()" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "------------------ Simulation configuration 'Zemax' ------------------\n", " name : Zemax\n", " wave_npx : 13\n", " wave_range : [1.1999999999999999e-06, 1.7999999999999999e-06]\n", " modes : [1L, 0L, 2L, 'J']\n", " input_coords : [[-0.00698132 -0.00698132]\n", " [-0.00698132 -0.00610865]\n", " [-0.00698132 -0.00523599]\n", " ..., \n", " [ 0.00698132 0.00523599]\n", " [ 0.00698132 0.00610865]\n", " [ 0.00698132 0.00698132]]\n" ] } ], "source": [ "simcfg = zmx_pos.get_simcfg() # Simulation configuration\n", "print(simcfg)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Optical modeling\n", "\n", "We use here the standard *collimated* model: telescope + collimator (CoLA) + [grism|filter] + camera (CaLA) + detector, even though the filter/grism is in a *f/20* beam (while the CaLA produces a *f/10* beam, hence the quoted magnification of 1/2)." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "------------------- Optical configuration 'NISP-R' -------------------\n", " name : NISP-R\n", " wave_ref : 1.5e-06\n", " wave_range : [1.25e-06, 1.85e-06]\n", " telescope_flength : 24.5\n", " grism_dispersion : 9.8\n", " grism_prism_material: FS\n", " grism_grating_material: FS\n", " grism_prism_angle : 0.0363028484415\n", " grism_grating_rho : 13.1\n", " grism_grating_blaze : 0.0453785605519\n", " detector_pxsize : 1.8e-05\n", " collimator_flength : 1.926\n", " collimator_gdist_K1 : 0.474\n", " collimator_gdist_y0 : 0.0232\n", " grism_prism_tiltx : 0\n", " grism_prism_tilty : 0\n", " grism_prism_tiltz : 0\n", " camera_flength : 0.9765\n", " camera_gdist_K1 : -0.0317\n", " camera_gdist_y0 : 0.201\n", " detector_dx : 0.000499\n", " detector_dy : 0.000634\n" ] } ], "source": [ "# Optical modeling\n", "optcfg = nisp.NISP_R # Optical configuration (default NISP)\n", "print(optcfg)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading 'collimator_gdist_K#i' parameters up to i=1\n", "Reading 'camera_gdist_K#i' parameters up to i=1\n", "---------------------------- Spectrograph ----------------------------\n", "Telescope: f=24.5 m\n", " Null geometric distortion\n", " Null chromatic distortion\n", "Collimator: f=1.9 m\n", " Geometric distortion: center=(+0, +0.0232), K-coeffs=[ 0.474], P-coeffs=[]\n", " Null chromatic distortion\n", "Grism:\n", " Prism [FS]: A=2.08°, tilts=+0',+0',+0'\n", " Grating [FS]: rho=13.1 g/mm, blaze=2.60°\n", " 1st-order null-deviation wavelength: 1.24 µm\n", "Camera: f=1.0 m\n", " Geometric distortion: center=(+0, +0.201), K-coeffs=[-0.0317], P-coeffs=[]\n", " Null chromatic distortion\n", "Detector: pxsize=18 µm\n", " Offset=(+0.499, +0.634) mm, angle=0.0 deg\n", "Spectrograph magnification: 0.507\n", "Central dispersion: 13.60 AA/px at 1.50 µm\n" ] } ], "source": [ "spectro = S.Spectrograph(optcfg,\n", " telescope=S.Telescope(optcfg))\n", "print(spectro)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "-------------------- Spectrograph round-trip test --------------------\n", "Order #1: OK\n", "Order #0: OK\n", "Order #2: OK\n", "Band J: OK\n" ] } ], "source": [ "print(\" Spectrograph round-trip test \".center(70, '-'))\n", "for mode in simcfg.get('modes', (1, 0, 2)):\n", " if not spectro.test(simcfg.get_wavelengths(optcfg), mode=mode, verbose=False):\n", " warnings.warn(\"Order #{}: backward modeling does not match.\".format(mode))\n", " else:\n", " print(\"{}: OK\".format(S.str_mode(mode)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Imagery mode" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Distortion model" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Structured grid: 17 x 17 = 289 positions, y-x-\n" ] } ], "source": [ "xy = zmx_pos['J'].mean(axis=0).values # Mean (complex) positions (averaged over wavelengths) (289,)\n", "grid = D.StructuredGrid(xy.reshape(17, 17))\n", "print(grid)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Offset: (0.001, 0.000), step: 0.011, angle: 0.0°\n", "Center of distortion: (-0.001, -0.012)\n" ] }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAZ0AAAEZCAYAAABM/vhsAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAIABJREFUeJzsnXd4FMUfxj9z6ZUUWkJHlCagoIgiSG8qAkoRwYpKU8Su\n4A+woKICShUbggUINUivgjRBpHdIgPReL3e53M3vj727XNlLgiJY9n2ePLnbfad8d/fm3ZmdfUdI\nKdGgQYMGDRquBXTXuwIaNGjQoOG/A010NGjQoEHDNYMmOho0aNCg4ZpBEx0NGjRo0HDNoImOBg0a\nNGi4ZtBER4MGDRo0XDNoonMNIISYIIRYeBXzmyOEGFfGfosQov7VKk/D3xMVuA7eEELMu5Z10qCh\nPFwX0RFC3C2E2CWEyBFCZAghdgohWln3PSaE2PkXlj1BCLHgr8q/DFy1F6KklCOklO9djbKEEP2t\n56JQCLHVZd/dQoh8IUSe9S/fKmh9/3DlS/PuIITYar0GLrjsq+Wh3LF/tlyXcl4WQhy1lnFeCPGy\ny/4mQoht1jpeEkKMd9k/Tghx0br/ByFE8NWsX3lwvA6EEPcIIS677H9fSvnMtayTBg3l4ZqLjhAi\nBFgNfAqEAzWASYDRRqGcRlMIcd16aEIIr+tVtrX8isQuriDLTGAa8L7rDinlL1LKECllqJQyFLgP\nyAfWX0H+nlAIfAW87LpDSnnZpdxmgBlYehXKdcVQIAzoCYwWQgxw2LcQ2CmlDAM6ACOFEPeBcnME\nPALcCUQDgcDMv6B+FUW5vxsNGv4WkFJe0z+gFZDlYV8joAgwoTRuWdbt3wCzgTXW7Z2AbcCTDmkf\nQ2kgbN+bAhtRGtVk4HWgO4q4Ga35/G7lxgGdHNJOABZaP9cBLMCTwEVgu3V7G2AXkA38DtzjkL4u\nsB3IBTYAM4AFZRyTV4EkIAF4ylpe/TJi/wZ42yH9Kw7pn0BpoOtf4Xl5CthaDucb4CsP+3ysx2G0\n9bsO+AUYX06enYEL5XAmAFuuwbX5KfCpw3cD0Mjh+xLgNevnGOBlh313AnrA30PecdZr8Lj1mvwK\n8HXY/zRwFsgAVgJRDvumAanW6+kw0MThfLyNInh6oMR6jeQB1R2vYyu/N3AMyAK2usQWB7xkzT8b\n+NFWPyAS5UYx21r3nyt4PI8C9zp89wbSgRYq3HDgso0PBFmPx5C/+rxrf9f273r0GM4AZiHEfCFE\nDyFEmG2HlPIUMBzYI5U73QiHdA8D70gpQ1AaezVIAOswxyZgLRAFNEBptDYAk4HF1vxvLaOerneN\n7VFEsbsQIhr4CaXhD0e5W18mhIi0cn8A9gOVgXdRBFEVQogewAsoYtIA5Y7atWyPsVvTv4jSeN8I\ndHHZ/7AQ4lAZcVYIQohA4EFgvtp+KaUJGAJMEkI0At5AEZ6yhgEriqGeyrXW7WEhRLYQIsv63/Fz\nlhCiZgXLaYciCjZsAB4TQngLIRqi3Ghs8pBWB/ihnANPGAx0BW4AGgLjrfXvhHJdPoRyvV4CFln3\ndQPuBhpIKSsBA1AafjuklHqUnlqSLO0hpth2W/O5CeW6fB6oAqwDVgshvB2y6g90A+oBLYDHrdtf\nQhGESKAq8GYZMTriW5RzZ8O91joediVKKbNRbuy+EEJUAaYDB6WU31WwLA3/EFxz0ZFS5qP8iCzA\nPCBNCLHKeqGVhVVSyr3WPIzlcO8DkqWU06WUxVLKQinl/j9TbWCClLLIWvYQYI1VxJBSbgEOAL2E\nELWA24D/SSlNUsqdKHeJntAf+EZKeUpKaQAmqnDKit2W/qSUssg1vZTyRynlLVcYrxoeBNKt8ahC\nSnkcRWRXogjhECnlnxryEUK0Q2nolpVR7o9SynApZYT1v+PnCCllQgXKmYQyRPWNw+axwECU3vcJ\nlF7eQeu+9cAwIUQdIUQllN4qKL0OT5ghpUySUuagiPHD1u2DrXkftor3G0AbIURtlF5/CNBECCGk\nlKellKnlxaOCAcBPUsqtUkoz8DEQANzlwPlUSplqrd9qwHbdmFDEsJ6U0iyl9HTT54rvgXsdnnUN\nQRmyVIWUchNKD3IL0APlBlTDvwzX5dmI9YfzpJSyNnAzypj49HKSXS5nvyNqAef/aP08wLHhqgMM\nsN5FZwkhsoG2KD/MaCDbKgA2XCwj32icY7uM+zOZsmJ3TX9RJf3VwKNARSZgLEA5PmullBfKI1ew\n3GXWu/m/BEKI0SgNYi9ro48QIgBlCOotlB5MLaCHEMLWEH6NMgS1HWUYyTYJoyyBc9x3EeXcYf1v\nv0aklIUoQ2A1pJTbUJ4VzQJShRBz/+CEBdcyJMp1U8OB4yhmesBWzkcov6eNQohzQojXKlKglDIZ\nZYj1Qasw9wS+A/vMO9tkkdcdkn2B0ibMt/Z+HCeW5Ash8ioesoa/I677lGkp5RmUoZObbZs8UV2+\nF+J8V1nd4fNllCGMiuRTXl5q6S6jPKOJcLijDpFSTkF5fhRubbRsqO2hLlj5jsM/tVXqWFZvIRml\nQbShTjn8K4Z1eKoDFROd2Sh3yd2FEHeVRy6nXH+Untz8cniDXWa7Oc56yytreE0I8SRKL6WTtZG0\noSkQIqX8XkppkVImoQx59QKl0ZZSTpJS1rPePJ0EEqWUiWVU1fU8JVk/J1m/2+oUhDKUlWgta6aU\n8jagCcqw3CsqeZd3zp3KcKhPub1AKWWBlPJlKeUNKM+FXhRCdCwvnRULUIbY+gO7bcN+Upl5ZxsK\n/ADsk2TmoQzLjRTWaf+ydGJJiFQmlmj4B+N6zF5rKIR4UQhRw/q9Fsowwx4rJRWoKYTwKSerQ0A/\nIUSAEKIByoNwG34CqgshnhdC+AohgoUQrR3yryuEEC55DbKO3d+GMrbuVG2X798B9wshugkhdEII\nf+uU1Wgp5SWUobZJQggfIcTdwP1lxLEEeEII0cj63GR8GVxP6R8XQjS2pv/flSS21t8PZSKAlxDC\nz2WcH5Texi4pZVw5eQ0FWqI8CxgDLLDWSY0rrOX6Ajprua7nvB/KZJKfyypXSvmDQwPm+Gfbptqw\nCiEeQRnm6iqldO2NngN8hRCDrHWtjjLUdtiaNtzWKAohmgCfoMzCLAujhBA1hBARKM9FFlm3/4hy\nDTS3HpPJKM81LwkhbhNCtLaekyKUyQ0WlbxTgUghhKdGeQnKUFdH63X+sjWvPR74dggh7hVC2G7i\n8lEmLFis+74RQnxdRvIVKNfE85R/0zKO0kk7HwMLXX6nGv4FuB49nXzgDmCfECIf2A0coXTq7FaU\nh7kpQoi0MvKZhjLWnIIyDm9/4CilLEB5YNvbuv8Myp06KGPGAsgUQhywbnsL5SF+FsqMn+9dynK6\ni7Q2Yg+gNBzpKMMWL1N6PB9Beeicac37W09BSCnXA5+hzMY7Q2kjUNZzK3t9rOmnoxy3Myjj4XZY\newFHy8hrKEpjNgvlWZse5W7TEUMov7dRC5gKDJVS6qWUP6JMppjmIUl7a7k/odxx61Ee3DuiokN6\nfxTvABHAfode0WwA63ON/ii9oGzgIMp1apsYURlYK4QoQJlZ+KWU8qtyyvsBZUblOZSZWe9Zy9qC\ncp0sR+nd1KP0eU8oypBTFsoMswyU4S4nSClPo4jXBeuQb3WX/WdQzuNMlGv2XuB+KWWJjVJGvW8E\nNlt/r7uAWQ43ArVQhtBUYX1Oudwa03JPPCFES5QJNUOtQ38fogjQ657SaPhnQvzJ57x/vgLK7Kvp\nKA32V1LKD132N0QRlZbAm1LKqRVN+0+EUGZ+HQX8pJRqd7Qa/oEQQsQBT0kpt5ZL/ofA2jM9gjIN\n+2ZKeylngMUow3nxwK9AHSnlo0KIN6ycEmCMlHLjdai6huuI6/pMxzqGOxPl/ZmmwMPWRtcRmcBz\nuNzdVTDtPwJCiD7WYcBwlDu8WE1wNPzdYZ10sQ9l0khjlGnWp1B6J5ullA1Reu7PAfOsw5ADgMYo\nkwpma8Nn/z1c74kErYGzUsqL1gt4EcqwlR1Sygwp5W8od0ZXlPYfhGeBNJQhFxMw8vpWR8NfgH+d\nW4D1+VE7KeU3AFLKEillLsrv8FshxDCUSQ9SSvkLynD3IisvHuV6b62eu4Z/K6636NTAebpvAs5T\nOP+qtH8rSCl7SinDpJSVpZQP/cH3MDT8jSGlrP9vGlqzoh6QYZ1McFAIMc86caSa9X2fL6WUQZQK\nrutvNpF/6G9Wwx/H9RYdDRo0/HPhjfKsdZaUsiXKqwevc2VT/jX8x+A6NfZaIxHnd1hqWrdd1bRC\nCO2i16Dhr8N+66OZdiiikyqEqCalTLXOorPNQk3E+V0l1d+s9nv9e0FKeVWfu13vns5+oIFQrER8\ngUFAbBl8x+CvKK38GxjdXa2/CRMmXPc6aPFp8Ukpad++PadPn7b9zDqjvO4QS6lv22PAKuvnWJT3\n4XyFEPVQXlP49Wr8Xl3T/dljfDXO0fWuw9WI4a/Ade3pSCnNQrEg2UjptOeTQohnld1ynhCiGsrL\nliGARQgxBsVlt0At7XUKRYOG/yQ+++wzHnnkEdvXFigu517AEqG4PVxEmbGGlPKEEGIJio+dCRgp\n/6qWTcPfFtd7eA2pvNzY0GXb5w6fU3HukpeZVoMGDdcOLVq0YP/+/QghkFL2c9jVRY0vpXwflbWb\nNPx3cN1FR8OVo0OHDte7Cn8K06dPJycnx+P+lJQUJk6ceO0qdI3xT48vLCyMF1544XpXo0z82d/I\n1fiNXe86/F3bievuSHAtIITQevF/I0ycOPEf3ej+16F2/qw9navywPmP/F5t75hqv/Ori6t5Xm24\n3hMJNGjQoEHDfwia6GjQoEGDhmsGTXQ0/G0RFxfPsOdfpffjzzHs+VeJi4v/Q/lcvHiR/v37/+n6\nfPvtt5SUuLoxadCg4UqgiY6GvyXi4uIZMPotDge1Ja3OfRwOasuA0W/9YeG5Gr6S8+fPx2gsb6V0\nDdcTsz//gjnzvrze1dBQBjTR0fC3xHvTZkPzh/Dy9QdQ/jd/SNn+ByClpGPHjowdO5Z77rmH0aNH\nA0rvpXfv3vTq1YtOnTqRmZnp1DMyGo107NiRvXv3cujQIXr16sWMGTOuTpAarjr25oRjtmiTCf7O\n0KZMWxEXF89702aTlldE1dAAxo0dSb16da8a/1qU8Xfje0pTFrKzc9i5dz/HzifidZu/0z4vX3/S\nk4tU+YVGE0F+PrRrczvh4WGqeQsh6NatOx279eK1l8eyaNkqCgv1hIaG8t1337Fo0SJmzpzJ448/\nbu8ZZWfnkJmVTVxKFrVq1+HHHxcRHR1VoRgqUqd/A//vBJPU7qP/7tDOEM5DOcnVO7ErJ5IHh7/u\ncSjnSvmOaQ56t+S8rj4HvVuWOVz0R/l/VQxXM+b8/AJVfnZ2DjFrt5Ksi8LH1w9zscFpv7nYQJXQ\nAFV+lggnWRdFzNqtZGervwNUUlLCuaQsknVRBEVGE1cUxP7DJ2jcuAkALVu25MKFC7ZpomRn57Bs\n3TaKhR9ZIhwjvixfv91j/rY6LflpM5cMAeQH1yPFp1aZdfqn8+vWrUuLFi0AEEL8av0fLoTYKIQ4\nLYTYIISoZOMLId4QQpwVQpwUQnTzdBw1/Huh9XQoHcpBWjg+/yWK0i8REFmL1x8YyMyGdd34b527\nDD1eU+XPalRPtYy3zl7C3PF5Tv3wpsKvUptGgyfzVr/BTL+x9pXxb6rjzj9zUb1OfQYxq3F9dX73\nV/8yvi2NucNzbjH8vm0q+qXL3PjbMnOQde8g4+gWWtYJY82Orwhv/xRevv6Yiw3I3d/y4sBu9rSO\nfFNhLj5BlajcrDPbFi+jR6S9naMoPR1zQgLZWTlQ+UYyjm7BmJ1M1slfkCHV2bT6J8bedBN7du2i\ntsGA77btXDp8mG2LlxFf6ENxQTbphzZhMeRRElbPLX9HbM7IJqOgEJP+BD5BlahySzeo1oRti5fR\nPSLUnZ+Z44G/lO4R7mVszsgho9ATXyX/jFzP/HC1+qjzd+7dT++eXd34Op2O7du3ExERgZTStjaO\nbRG3KUKI14A3gNddFnGribIE9o3aS3T/LWiiA6TlFeEV7k/+5RMUpV8Ci5mizAQSGzUmdMzzbvzc\nj+fh5avGb0Twc6NVy8j5aC7GnORSfvpljLkp5NZpQPBzz7jzP5nnmT/qaXf+1C8812nkcBX+l38p\nX4n5c9UYioND8L39Nje+YfdvlBjyMRXmEh4Wyr23N+DgqVWYDEU0i47gjfdepF6tUkckw56Ddj7S\ngqkwlxJDAYawCHxbt7TzfBIS0K2JwJJXQImxQOEDJfo8zJYgDAj6zpxBscnEotmziQwPp+WWzYz7\ndCrRDVsgzSUgLdx4ww188d5Y7r69Fb3feFU15rytOzClJdvrYyrMxS+0MoawCPzatHLj52/Z6YEf\niV8b92OUv2UHpnQP/DtV+JvL4N9VcX5hgUk1XiklFovbIrcPAPdYP38LbEcRIvsibkC8EMK2iNs+\n1cw1/CuhiQ5QNTSA5GIDgVXrElClNkXplwmIrEn9Jjfhd3dbN36V+T+SospviH+7u934sqiIsIQ4\n/BrcV8qvUgu/StWpFlTdLY2UkogJk0mqH6XOb9/OrYzK0+aQ6qlO7du7x/DFwiviV10Yc0V8i15P\n2OXX8LvxfrcYAoIC8K7j3FuTUuK/5We8I0LwCaqEqTCXqjXrMKTnk0RZklXvsoNPnCFfV8r3CaqE\nt38wwb7BTvnfUKcOS9esIXbdJpJ1VdAHVeLBh/rjE1SJ7JQCWrRsyeeznScHzFmwwMqPsvek2nbq\nxgPNOlO9JBHvOu69U4CIKpVJycjApM/DJ6gSPkGVsJhLCK4UjHdt9zThVSJJzkj3wHe3HCyTX6vi\n/KDQoCvj+/moxiuEoGvXrrbPw6SUX2JdxA1ASpkihKhqpddAWb7aBm0Rt/8gNNEBxo0dyYDRb0Hz\nh2j6+CcUJJ0lIPUgk15z95cqSUxk+ME9jAhOQNf2iXL50mAgc9jTvNT0Bp45vYZGgydjzE3Br1J1\nvE6vYdzMd5z5UpL3/gc8ZypkxMnV5fIB9KtWMeLsUUYVWhCtHi63TsWHDjF8/25GJWYj7hhaLt+c\nnMzwg3sZEXgJ3d1Plsu36PVkPvo4L7dqytMqMTdv0sgtZsOmTbTx1fFTxhkqN+tMiaEAb/9g5IUD\n3NXWvYcA0K7N7cSs3erEJ+432tzcoML8s8c+o16AF1JKt2nVqvlfOsztASBNJoSPe0PcoW0b0rIL\nMAVH4RsSAQjkuX20va+zap3U+Jaze7mrwx0V5suz+2jT/MaK8y/sp3WVEKTFgtDpyuWTeoJ2vTqp\n5r9r1y6ioqJsx26UEOI02iJuGsqA5r1mRVxcPG+/MZHUc5eJvquV6sysksREMvoPIPjJJ0nv3Jl3\nP5lJ4sbt1OzRSZUvDQYynxqGLjSU8BmfEX85gbd69ye34c1Ui67ilkZKSd4HH2Lcuo3IxYu4lJvL\nhMeeISugEtUb1lMtQ78qltxJk6j8w/ck+PkzacxrpGXmEd2qmSq/+PBhMh99nLCPPiTlxpt4+3+T\nSTl2mhrt7lDlm5OTSX9oAEGPDCajZ89yY7YJjnetmoR9/BHxly4zvmdf8lvcRtVq4YwbO5Jvv51v\n9+6yCY4lO5vAvn3JKdSzbekKDEGhBIeHclf9Ovht3UpA9+5413d/XpadncP22LXo0RFSNZK2NzfC\nb8NGfFu2xLflrar8nzduoTBfT0iN6tzdqgV+W7ehi4zAv0sXN+HJzs5hx8+/kJ+cRmjdWrS7oxX+\nv+7HkpdLYN++qsKTnZ3D1vnfUVy3HkH+vrQJDiDwzGkC+/dHF+r+HCU7O4dti5ZiiKhMcGgQd9WK\nxm/HDgJ63493zZrqMa/6Cb3Oh5AqEbRt2lCJ+fbb8L3lFg8xb6Uwv1CJ+fZb8d+2HREUhH+P7m7C\nk52dw45f9pJ/8TKhN9R1m73myXsNmAgUAMOADrJ0EbdtUsrGQojXUZYs+dCaZj0wQUq5zyUvOWHC\nBPv3Dh06lGteaTtvg95fRtuwTEYPdx+C1lA+tm/fzvbt2+3fJ02adNW91/70Ij//hD8lzPJRtGOn\nTO8/UHWfKSFRJt95l8yf94V9m8Vkkgk1a6vyLUVFMv2RITJz+AhpMZns21N73SuNvx1051ssMmfy\n+zKlc1dZkplp35795jiZ/9XXqmUUrlwlk25pKYtPnrRvK/jxR5n1wlhVvvHQIZnU/Bap37ChdNvh\nwzK1Ww9VfklSkkxu207mzZpdWs/iYplQq44q31xYKNMe7C+zxrwgLSUl9u0pd7eXxWfP2b9PmDDB\nHrN+wwZZsGiRtBiNpXGtipXFp8+U1iMxSebNniNNFy6olmv45Rdp2L2ntB65uTL/iy9Vj7OUUhaf\nPCX1satLYzIaZcGPi6R+4yZpsVjcj0NGhsz/+ptSvtks9evWyYLFS6SluFi1jNxp053Ou/HAbzL/\nyy+lOTdXlV/ww4/SlJBg/26Kj5d5s2ZL0+XLqvyirduk8cCB0pizs2X+vC+k8fdD6jGfOi0LHWMu\nLpaFS2Kkfs1aaTGb3fjmwkKn8+4I2/krLCyU+fn5UkopUXozu4BuwIfAa8pmXgM+sH5uAvwO+AL1\ngHNYb3zlH/i9OsJavhz0/jI5Y868K06vQR3Wc3FV22NtyrQDhE6HdH8oSkliEhkDBhD8+OMEPz2s\ndIdOByp8aTCQ+fQz6IKDCZ/xGcLbYRRT6MCl1yWlJO/DKRi2bKXykkV4RUQ48IUbH0Afu5rciZOo\n/MN3+DRqVC6/+MgRpYcz5QMCunUrl29OTia9/0CCHh5EyMgRznwVWPR6Mh97Au+aNQj75GOEl5fr\nUXGL2bBpE5YspYcjfH1V8wXwio4i8IEHKFq/gZK4OI88G3ShoQT2f4jigwcpPvi7OskhDOHrS2C/\nvlgyMzFs3lKuU7HQ6fDv1g1daAj6FSuRJvWH7I7wbdUS31tuQR8TgyUv350gpdOx9a5Th4BePSmK\nXU1Jotoq7M58XViYEvP+/RQfPqyav+OZEz4+BPR5AFlYiGHDRvfr3qU+akhNTeXuu+/m1lvtPcrV\nUsqNKKLT1TrU1hn4QMlSngBsi7itRVvE7T8JTXQcoRMgnX98NsEJevRRgp9x6bKr2KnbBScwiPCZ\nM5wFx5rG8QduF5zNm90Fx1aGy++yaPVP5E6YSOXvv8OncWOXIISbhhQfOULm0McUwenevdz8zSkp\nZAwYpAjOKJWXOV34lqIiMh97Aq/oaHXBcWm8FMHZrAhOv7IFx4YrFp5KlUqF53dX4XFv5+zCk5Gh\nLjwuMdiFJ8SD8Kg02r6tWuHTwpPwSATOfO+6dT0Lj5TgwrcLz6/7KT58xD1m1xhswlNQ4C48FRCd\nevXqcejQIX63Hl8ppU1csqSUXaSUDaWU3aSU9pd8pJTvSykbSCkbWwVKw38Mmug4wqXnYk5KVgRn\n6FBCnnWf1iyEcGq0pdFI5tPPIgICCZ/5mbvggHX83MqXkvwpHymCs1hFcJQETo180eqfyPnfBEVw\nmrgKDm4iUnz0qCI4H77vLjhKAqcG1pySQvpDAwgcOEBdcFwaIktREZmPPo5XdDThU9V6OM6QFgvF\nB37DkpVVYcGx4Y8Kz7mNm6gaEUGnTp1o06YN+48cwbXBBkV4Hv7+O7o+/xwpK1eVHhcPN+NCp8O/\nexnCowK/21rh06K5u/C4awhgFZ6ePdyFR6IqCnbh2bfPWXg8iIhNeCz5+Rg2OghPBURHg4Y/Ak10\nHKHTgdW3yZyUTHr//gQNHULI8Gc9pxECLBZFcIY9g/D3J2LWDNUHzE58Kcn/6GOKNm5UBCcy0gMf\ne0NQtPonct76H5W/W6guOFiF0NpIFh89SuaQRxXB6dHDM98qguaUFDL6DyRo4ABCRo/yHLM1f7vg\nREVVWHByXnsdmZ9XYcHJz89nz5495OcrDbSq8JQxQKOrVImAXj25u/4NrP/kE6ZNm8ZHX6obQiYn\nJ6Pz9mbnoUOEGgwYt3gearNtdxSeopWrSoWnjEbb77bbSoUn3yY8noOwC8+q2FLhkVJVpMBFeI4c\nKc3eA1/4+BDYtw+WPAfhkVfHJFWDBldoU6atiIuL5+3pn5NyOZuop59j+MG9NH76KUKGq7/4aEsz\nDn8Knnie0JNHebFBLW79+kuPghMXF89b8UnkfjCbiPx3Ga3PouXqWI+CExcXz4Sf95HpE0iVDTsY\nceoQLWOW4NO0iUf+pO+WkZaeTbVHn2H4/t00n/qRR8GJi4vnnSmfkZxhJOqZ5xlx6FcaDR1CiIcX\nXOPi4nl36iwSA6tSY9RLjIg7Tf0GDQif9olHwYmLi2d8Wh55b35AWNJFxgR54deunUfByc7OYVtq\nBoaCI+iOnuDdCeM5ffoUTZs2ZefOnYSEhOAVHUXAA70pWhWL8e627Dx/UZm9lpOv6hOmCw1FV7MG\nxb8dJC4nm+wiI9+eu8j8u9ri7+tD7dq1mT9/Pi+88AK7d+9m0KOPsmjBAkY+8ADHXnqJAp0XTw54\nhDrrNvHymFHcdttt1KhRg9dff51hw4aRn59PdFQUcx8ezMbJk/loxw7yUtNJmzmTl199nUcG9mfP\nnt28++67+Pn58eyzzzJo0CBe/Phjjn/8Ebqq1RjcvReBO38lOCRQNQbHHo+xY0d2XkpCn5xFSHK6\neszh4QT2fwh9zFJyCvXsjk+gUG8gZN0mVb5NePQrVpK6+if24UV+iY5QD3wNGv4oNNGh1COM5g9B\nLQvxSWc46FuVFd17EFJOGnP/SRhzkvFr355nT69hSUKiqgmmnd/pBYw5ySTWi2LEiVhi8vKppyI6\ndn7LxzDmJJMcFsWofBMxgYGoGe2UxjAIpIW4pDMcqpzC8kaNy+E/BFHdlZh1Eay47z7VmJ34/e7i\nYtIZfks7wvIZzxFRhuAMGP0W5l6vKseodReGn/qJewzqywPYvNRk7dspMeRz6cJ5Tp46icVs5sSJ\nExw/fpw2bdoA4B0djbFTR5Zu3YOofxslhnwKdCHErN1K/16d3BrJHbt30yUxkWMnT/HGrKUsXbmA\nu/oMo1E6KtXTAAAgAElEQVSNSqTFnWTlypV89NFHvPzyyyxevJg1a9YQ2qwZQ/oO5pLJn6XrYhjc\nsjsJiYls2rSZOnVq88orrzBmzBg6dOjA1KlTWVtYgM7Li8SkVEZNnsv5s6eJ3bILn+AIZn44kV9/\n/ZWAAMU7bs2aNVRp1IjFI0Yyfd1WFv6yj0da308BwmMM3vXqYby7LTFbdmGOvgnfkEgKy+DrwsMx\ndu/GsjVbMEfdhG+VsvnCxwdjxw6sWLYWc7Ub8L2pPvoy+Bo0/BFoooNn77U3H32auV3d37YHmLBt\nN+ZbH3PzFZvwxAhmdLxThb8Hc0t1/mcd2rjzt++9Yj53DnePYegw5nR2d0mY8PNeuHPEn+aPe+xZ\nVb4tjbnl424xHNo1A8O27W787RcTkFG32B0A/Lz8iK59AymXztOodm1uyMxySrfzYgKi/m1u3mvb\nV/1Ezzql77cYUlJo16QJQx4fxpL9J9m+aAaXzp/h/JF9+IVEIguyGHnfvTQ1FmNOS8OwbTuHY1ez\neO1a/CN3UFyQRWhwEBlHt1ClRl0ObttBtTo1ObZzJ3s3bsRL50VRsZHBXbuS4xtI5apVyTiyFVlo\nQF+QS75fdfy9vBF792GzMD0cu5plmzexdPES9MUmQoKDSD+00e515hqD/RjFXSJLn4fpyFYnbzRP\n/G1xl8gqrDh/a9wlsvKzMaVurZD3mgYNVwpNdPDsvXbRWBdd1SqqaTJ1Aaq+Ypk+geiqVXPn+wR6\n5HtFuVvlZ/oEXTFfzRvtUnFdvGu4O41k+gT/pfyyYjDqvNGFuven9DpfJy81ndnIC5NnU3ByD6M7\ntyckKKhMvs17rcjL1yl/XWEBeHuj1/lyZ+ceTF72NfXr16NR4ya06j2M8LxL9G1Yl4S0NISPD7rQ\nEBo1akjrzBzuGTpGMfs0l1jLkfb8G914Iw906MBd1hcyzWYzE5Ysx1JSDNJCSVEBZpORSpFVycjJ\nweDrQ6C/P1JKGjVqSH8vHTVuac3l5Ev2/G1eZ64x2JBbYsGkz3PzRvur+Z681zRouFJoooNn77UG\nLVuoPtORxcVEfPUDyWHu3mhRjW9QnXhQeelPnvkqM+OqbNxxRfyqu34jTSWGG1q2cJ/qDVQ7cPSK\n+NUPn7oivrRYiFiwRDWGgEoh+LZyt7YJPHmWAn9nL7Xg8Grc2OYOIlX83ULSsihQ9V4Ld8rf9+JF\nvCIiCKkSToEunEZNmxEZXol9v+5n98Fj+FFMo6++JLJZM3ThStp+rVoxf0c/Zkx4AVNhNjc3bUrr\nuzsgdF4ERSqctz79lKeffpp3fvgBIQRTpkwhNDICnY8vCB3eAcHovH2RFjNDnxxGj5deIigoiKef\nfppBY8eyc+xYYmZNR6/X2/O3e6lVDlc9RhHJ6aTk5rh7r/3FfE/eaxo0XCk0GxxcnldIi91XbNnc\nD9ytbYqLyXp2OBf1hTyb74u50b1OvmJLZr7jliZv6jROL4lhRFhdLE16l8svWreOIy++wqiaTbE0\n61suv/jYcX4fMJBR1Roi2jxabgzmtDQO3v8Aw32qoGv3VLl8S1ERvw8YxDNpxeg6DS//GFks5Lz+\nBucPH2a4V2Usje5ziqF9o2p88snHTmmMBw6Q8dtB1gRGIqs2dPJe69+9PZH13ZdPsD8DqnyTE/+h\nu1tRuVmzCvGJ+42+zW6katu7KsaPP8gDtSpTrWdP1dldtvVoXL3OBvTrSXjlyhXjn9tH//u7EKHS\ng1TjW87u5aHOd1H5ppsqlv/ZvfS9tTFV27j7u6nxST3h9EzHkw2OvEp2KRWxrVJJA2g2OFcbV/O8\n2qBNmQbq1avLkpnv0CxpHZXXTaVtWIZnwRk+AoTg1oULWTLrHRqteJsbjGdoWXJQXXCmTacodjUt\nV68iZs5kmmyfQf2M3zzyi9atI+f1N7l1yY/EzPuQmw8tpG78zx75puMnyBwylOZTPiTm609oemoJ\nVbbP9RiDOS2NjP4DafjwIJYu/IxmyeupvPYTj3xLURFZTzxFvbp1iPlhJi0KdxG57F3uquThGFkF\np+TsWVouW0rMrHdpvG4KN+Qfs8cQEhLslMZ44ACmw0eIevhh+t/XmSqX9hNemEiUJZkHWzfHd+Mm\nzOnpbuctPDyM/r06UTXlMGE58URZknmo4534/bJL9T0eG79a9inCMs4p/Hs7EXjyJMWHDnnm6+Oo\nlHySKEsy/ft0JyQnF+PWbarTqcPDwxhwbyei4g4SUhBHteJL9K4SjN/2n1Xf4wkPD2PAfV2ISjpG\nSNYZqpsu06dRXXw3bMRS4L7YnY0fnXWO4JTjVDdd5qG2rfDbshVzcrJHfs2iRIIuHVT4vToSeOQI\nxceOeeTXEtkEnt1DddPlcicR2JY2EELEWv9ri7hp8Iyr7avzd/yjgl5OxadOyZQOnVT3WYxGmfHE\nkzLjiSedfMISGzeV5qws1TS5U6fJlPYdZElqqn1b+uBHZNGWrap8/bp1Mqn5LdJ45Ih9W877H8jc\nadPV63vsuExqcauTj1jhqliZ8fSzqvyS1FSZ0r6DzJ06rTSPM2dkSvsOqnyLXi/TBz4sM0eNdvJS\nS4iuqepRZjGbZdYrr8q0Pn2l2erJJaWUKfd0lMWnT9u/27y7pJTSsH+/zP/yK2nOzXOKwdF7rfjk\nKZk3Z64sSUtTrWfRzp3SsGev/bspIbFMr7bi4yekfs1a+3dzTo7i1fb776r8ktRUWbBgYWmcBoMs\n+P4HWbR5i/pxKClxOsYWs1nqf1ojC5cu9ejVlv/NfFmSnm7/bti3T+Z/9bXTcXSEfu06aTx2rDTm\n8+dl3uw5siQpSZVv/P13WbRpU2lMmVkyb+7n0nj0qHrMaWkyf/63qvscz5+UUk6dOtXmfRYrld/b\nh8Cr1s9q3mveQF0077W/PdC81/5iePJSKy4ma8RIkJKIuXOc3zER7rYzYO3hrFxF5ZjFeFWt6sRX\nS1C0YQM5r71B5HcL8HUYGhIe+KbjJ8h4ZAhh77xNwP33lcs3p6WRMWAQAX0eIHSsy3IEKnxZVETm\nE0+hqxxJ+KfT3d/DcUnj2MOJXLgAXbBzb0YNth6O4r7saXI6+DRqiH+HDuiXLVft8bjCu0Y0Ab17\nX7llzv4Dqj0e11iFnx+BD/bDnJqKcZt6j8eJr9Ph37MHwj+AotjYijkXtG6NT9Om6GOWqvZ4kM62\nOd716xPQvRv6latUezxKRUr5XhHhBPbvj3HXbtUeT1kvkzoiISGBtWvXum5+AGXxNqz/+1g/2xdx\nk1LGA7ZF3DT8h6CJjiOEu+jI4mKyRo4Ci4WIz+e6vdQodDo3v7a86Z+qC46tDFcvtQ0byHn1dSIX\nfuskOArf/ZdvOnGSjCFDqfT2JCfBKeW7eKmlpyuC80Bvd8FREalyBccljSI4b1JypgzBcSmjooJj\nQ5nCo9Lmly087gl0lSoROKC/Z+FxgV14Uq5UePwpil2NLClxqZK7g4HfHa3xadLEs/C48L3r18e/\nmwfhUcm/bOFx94JTw9ixY/noo49cNzst4gY4LuJ22YGnLeL2H4Q2e80Bri7T0mRSBKekhIh5n6u/\nRW+1tbEh/9PPKFq+Ql1wrHzHMoo2biwVnObN1fN3aNBMJ06SMfgRKr09icDe95fLN6enk9F/oLrg\nKAmcvsmiIjKftArO9GnqTgMOjVep4Jwh8jsPguPS2JlOn8ZUq3aFBefLWdMYNmosPo0aAqBftpzA\nB/vhVcVhOruab5lNeGJjCejRHe96aq/JlsImPPolMQDOa9Oo+ZZZhUe/bBnGbdvx69ihtKepxtfp\n8O/ZE8O6dRStiiXggd6q/nyO8LujNSDRxywlsP9DpcfXgw2Ozw31wSo8gX374FW9eilfJYEiPIpz\nAQh8b27qkH/ZorNmzRqqVavGLSpr+LjgimcrOU5UqMh6OhquDlzX0/kroPV0HOHgMi1NJmVIrSzB\nAWVIztrI53/6GfplyxXBUXlXB0DoSnsiRRs3kvPKa0QumK8uOOAkIqaTJ8l4ZAiVJk1UFxwXvl1w\net/vQXAU2O7S7YITaRWcshpEKSsmOC7In/s5JefPV1hwEhIS+GzKJBKtnmN/ZKjtt2rV6NS9B/e0\naUPXrl05ce6cR77zUJuyRMCCxYspMZtV+YrwPIg5JRnjtu0V6vFMOXCAjuPeZMN7k0t7PA6N/IYN\nG3j77bcBGDFiBH533IFPk8ZOPZ5Laals3r1btQyfG6w9nhUrMaekAHDk9BkOnD4NKEsSTJo0yc73\nioggsP9DGHftovj4cbf6eMKuXbuIjY2lfunMwk5CiIVAihCiGoB1Ebc06/5EwHGN7JrWbW6wzZCb\nOHGiJjjXEB06dHA69n8FtJ6OFXFx8bzz7kck5UON0S8zKiOROn7+RMxzH1JzTDO+wET+C28RnpHC\n6JxUWq5e5VFw4uLi+d/x82TP+JbK875jxPGD3Lroe3xbtPDIn7jhZzLMOqodOcOzB3bRbPJ7BD7Q\n2yN/0lffk5aQSvVnxjDi6H4a9u9P6ItjPcf83ick5VmoMeolRl4+R71atcoUHMVvzo+CJ1+g0oXT\njAn0ouXypR4FJy4unvEpOeSNn0JEfhaj0i/j16mTR8Fx9F4LPh/PqT3r+LJbLisWzGb0G+8BOPV4\nirt1ZceFi+jxJiQrz80nLCsri+cnTmDD0qUE79pFSrObWbdnP8ciqnj0IbMZZupjlpKj1zN13heY\nnx5FVU++ZX5+BPbrh375clLWruNXvMj3CvDoW7Z27Vr2njiBYa3S4zHe056teiPGLb8QHBxAcWHp\nUNqcOXMA8LvjDpCgj1lKcbeuLDl+mn0nT2CKrq1ahr3Hs2Ilhs6dWLD9Z/IKi8iqewPt2tyO48qc\nUCo8dq+2hGQKCovL9F6bPHkykydPVo6BIlBbpZRDhRBTgMdRJhQ8BqyyJokFvhdCTEMZVmsA/Op+\nFWj4N0MTHVze07m3CxeTznDgzO+s+HE2kX5+ZaYx9x6n+Ird3FHxUtMXlel1Zm43EmNOMklhUYzK\nMRITWqlsfrPBpd5rVdKIad68HC+1/nCj4r12UFZiRd++uC+Q7BJzr66Kl1riEZZPfYGIMgRH8Zt7\n2+qldjfDT/1ETHoG9VREx87v+YriN1cripHHY7lHZbIGKIIz9vnhFKecJMhPh9B5E1SUQOu2sHb/\nEiY+tguA3EIDDe7oxYBO97Fsw44yvdfWrFnDgw8+SFTzZmT4+rJl2x78mnclPT+TGR9/TG7qRerX\nqcXixYvJzMxk8ODBREdHc/bsWSa89hp7V67lwsWLfPjF57Rq34NzF5PY+lMMBoOB6Ohovv32W3bs\n2MF7772Hl05H9ag6tBn0HCW1QynUhdB/8FAKczIICAjg66+/ZsWKFZw8eZLOXbrw3cKFiH37WLl0\nDQVhdZn/4bvodDoqBfrS7k7l+frtt9/O/v37GT9+PFu3bgW9nnYnz7N5737izpzg3JtvMXLUc+Qk\nXWD9+nXodDpmzJjBrbfeyh39H+LmevU4PX8Badm56PWF/HY2jsGDH2bv1vWsWrWSLVu2MH78eEDp\nVd3bvRsPPDwEXUgE2ZkZ+AUEMmLEyCv1XvsAWCKEeBK4CAwAZRE3IYRtETcT2iJu/0loooNn77W3\nXnyTeY8OdGErv5FJ3y/H3LCvm6/YpDGvMWtwX7dR7Ek/rlDnP/8asx7u4/agfdKilZgb9lPhv8Ks\ngX1wxaTFK6H5ELcYxo94gXmPPGStemkZk5bEqvNHv8S8hx9UPU4TY2IxN3zIrU4Tn3uZWf3de1+e\n+If2zbEPXTli+4nTtOjzPDs+GsTsVpcJ83fIq/k54BzZRfDmwSb0b9ORX06fU/deW7eRe5sovaHL\nv/1G1dBQig8dZueJ03b+rm0bqVG5Ek+8+gMX1n/DrP9NoF+XLmQmJ7N15izOX77MU+++x+PvfEm1\n5YsZ0Oc+AsMqs37zdtrf0opX+/dj+sKFLJk6lciwMIxZWYx98VVSI5vY65OWlUuewcybz40lxFDI\nxBdeYN6kt/nhq69YP206ZGSyutBIVn42P6/4gZvq1aTnsxNY+c2nxJ89pyxLUFRE8ZGjbFy1ih0L\nv2PNsZOcSk6h2Y11CPSGoeNnkpedyZKpkzm4aBFxCQmMHDmSdfPmkZ2WRpshT9DQbGb/7h1YhBf3\njXybzNQkMlK/pfjYMd588UViZ88mODCQ9kOG4GvRYSwxUTfYh17dBrJ6/RYS9d4V8l6TUva2/s8C\nunjgvA+8X2ZGGv7V0EQHz95rFy5Vx7h7j/vQthCkZeZhrOzuK5aWmUfxr/vtPHsZmfnq/Ox8ig8e\ndOdnF6j6lqVlF5aukeIYQ7Ze1RvtQnIUxUcdZiZZy0jLUefHJ0dRcvKk6nFKzylSrVNGbpFqmvRc\ndb6x2Iwlw/15jN5gwjdI0LDDIzy+ZQHzOyc5CU92Ebzx601MHPMeoUYjeoNJ1XtNbzDZ84/y9+dc\nXByWjHQnfnpaGsmHD3Ps5Bkw5PNAq5ZYsrNoUrMmMjODGt5e5OXnU2LIR5pN9vyT4s/w/dG9bP4p\nlqJiIw937kJ4Xbi1Xj0KXeqTlnSZWvVvpNBgokO1aky8cAFzWhoWkwlzmvKYI7tAj0mfR1ZmJvXq\n1cdUmEv9xreScmAT5tRUpKkEc0oK/xv8CMPfeJ34wiJuu6M1SAsWkxFTYS5Z6SnUiK6JOSWF2t5e\n5GVnY05OJiwgAN+AAExpSSAtmIuLMRXmotN5U2K2YE5MxGwwEFpQAAUFNKhalbjLl5ElxVSvXg1T\nYS6hYWEU6QspNGpNhYarA+1KwrP32o1t7yDi02mqaap070OKiq9YdKtmhE+d4sav1v9RdX7Lmwn/\n2J1f/fHhnvlTPnTnPzuGdLUY7mxN+JQP3PhRo15S5Te4szVhH7jfiEqLhch7eqjWKerWpqppqvTo\nq8oPiAzDv4v7jXDQ4uUU+IcQUrk6jTo/ythfvuKbLqXi9N6Jm/hgxT7CwpRhnpB1m1S910Kiqtrz\n79OqFR06dOD5Zs0IMUlSCy1k5eupUqUqdW9sRJfHXiPKksy93TqRkJCA18qV+HfpgjAa8fL1wds/\nBC8fPywSfIIqEVX3Rrq0uYXXXlYmZpjNZn755Rd8U1MJiarqVJ+qNWpz4PAJgh+8j8NBvjRs3ZqA\nrl3QhYYS0FWpX6RxPakF+URGViYtKwefoErEnzpMaEgQAV27IkJDCOjWlS7t23HfG6/z4iuvc+jo\nEerUiAYvb3yCKhFRpYTE1GT8u3YhLi6OiDp1COjWDe+wMCJr1SS1oAAvL29K0CleagVJ+Pj7E9C9\nOz4RERTdfjvBwcGcHzeOB29uioj1RQiF6+Xjp3mvabiq0EQHGDd2pP35RtPHP7H7ik16TX3GV/7M\nWYzOSmbEiVgaDZ7s5Cs2buY7bnzD5i0MP/obo7INFeKbTp/m2QO7GFU5rUJ8c0YGI44eYLi4gK79\nsHJjkAYDIxPP88z+4+g6jyifb7GQ88Y4xvgLhp/6qUJ1yp/7OaPSLzHyuPsxat6kkXvMZ89yW0YK\na41mKjfrjEy4QNiJLzmSpuOLc3UYcdNl6vjnUVhYaBeddm1uJ2btVio36+zkvda2W6k5aHh4OLNn\nz2bgwIGYzWaycvMZ8Pzb1G/Ti8Wff8K0MQOoFhaKDyU0adLEyU8trFIoIuMMt3XtR+yGrdzWoRc9\n72zN1tUxbFy32m7yaYNrfaL8gzlz7GUmvzqWoKpV+eabbwDnFTk7tG1DWnYBXYaOZf70dzj75rNU\n8hU0u/tOJ26fPn0oKipCry+iV7+HCalzMzv3v8m8d17k0X59Gdi3D23btkWn0zFz5kx7Wlv+zboO\n5PtZH/DNlDe4r/3dRIYojt3vvfcevXr1QgjBmDFj6NqhPZ9Om05YwzZUadIKfjsB2fG0a+NhtqQG\nDVcIzfDTiri4eN55fxpJv+yjZpf2jBs7UnUxtvxZsyn8cRFVli7hUpGB8T36kH9ra6pWDVNNY9iy\nleyxLxI5/xsSw8P536DHya4cRfUbaqnyTadPk/HwYCq9NZ7UW25l4vAxZBghqnlDVb45I4OMgYMI\n6NmTjH79ePu1CaRdTCK6TUtVvjQYyHxqGLpKlch5cSzvvj+N5F8PUaNjW3W+VXBKTp0i8vuFXEzP\nYNw93Sns0JUqYYGqafLnfk7hggVUjonhcnEx4+99kPymt1A1KpJxY0fy7bfznaZjms6cxbBlC4EP\n9iPPx5dtS1ewflssfgnbqH5TD4bf3okFCcdJ3PMjtTsO4/lxk+1ps7Nz2B67Br3wJqRKBHdWjcR/\n/37393gc+D+v30Sh3khIdDXuqlcbv23bCOjZA++6ddX5W3dQkJFFaO0atG3aEL8NG/Ft3RrfFu7T\n3LOzc9ixax/58ZcIvaEud7dsjt/mzXhF18Cvwz0eTUK3fvcjxVE1CQz0o3VRAZWEIKD3/aqzCLOz\nc9gWswJDcCjB4aHc4edN0KVLyns8Lss/2I/RT+vQmyGkWmXujKqK/549BPbrqzrTMjs7h5+3/ExB\nZg6htaPdZq9php//HfwVhp/X3RftWvxRQS+nkowMmXRzc4/782bOkslt28mS5GT7tuS72krTeXWP\nr6LNW2RSsxbS+NtB+7bM4SNk4YoVqvziU6dk0q0tZeHy5aVlzpgpc959z2N9Uzp1lrlTPrJ7gBVt\n2izThwxV5VuKimT64Edk5vAR0mIySSmlNF28KJPvuFOdbzbL7Ndel2m9+zh5gCXUrS8tBoNqmrw5\nc2XynXdJU0KifVtKp86y+MQJ+3dH767i02cUXzUHf7rCVbFy9rgX5fEjh6SUUhr2Kj5kR/fulvOm\nv+9WZtGOHdKwb19pnuV4tRmPHpX6devt3+1ebXFxqnxTQqIs+P4H+3dzdrbMn/eFNB46rMq3GAwy\n77MZpd+LimTBd9/Joq3bVL3apJQy//N50pybq/BLSqQ+drUsXLbcfp5cUbhipSw+e9b+3bB7j8z/\nZr40FxSo8g179kjDzl/s34vPnlW82lJS1GO+eFEWLF6ius/Ve03Kq+vRVdHfq2v5aN5rVx1X87za\n/rSXQx0hnB0JHJE/e47Sw4lZXPqWty2Nyl2ZvYfzzdf4try1dIfO3QYHHHo448cT2LevQ/4evNQy\nM8kYMJCAHj0Iefml0jtoD3x7Dyc0lPAZnznfQavxLRZy3xyH6eSpK3rx09bD8a4RXS7fdOYshq1b\nlTtuF/eGYY8Op0kz5f0lvzsUH7K6x0/x1FOjy823Qi+QOty72Z0L1q2nJD7eA780ge09nuJff6X4\nsPukDtcXK4W/v/ICaVIixu0/l/8CqZcX/r16go+PumWOUohTGX53tsGnYUPlBdLCQlW6Y8w+DRrg\n37UL+uUrMKemesj+6t7gatAAmiOBExTbMvcGIX/2HAp/+FERHJdVOxXbE2ehMmzdVio4rVq6F2Jx\nLsNJcPr1dee71MkuON27OwuOB740GMgc9rS64KjxXQUnROVFTpc0V1Nw1GATHv2SGHUfMhf8YZNQ\nVeFR8WorT3hc4CQ8P7sLj3SxqRFeXgSUJTwquqUIz00ehMfdYaBs4SnfkUCDhj8CTXQcodILyZ8z\nl8Lvf1AVHLU0hq3byH5hrLrggLuX2pkziuCMG+cuOCp8J8F55WX3u1EX4bQLTnCwu+DY8ndAhQTH\nJc2VCk7J5YQrEhwbrprweOhoKMJzf9k9HgfYhWffPudp7B4sZOzCk6AuPK7WaHbh8fZ2Fx4pVXsi\nfnfeqS48LqJmg0fhkerebho0/Flos9cc4bK0Qf6cuRR+9z1Vli5RFxxwMvw0bCtHcMDJZdp05gwZ\ngx5WBOfBfp7zt/LNmZnKpIFu3dQFx8a3wklwZs7w7KVmzV9aLOSOG4/pxEkiv1+oLjguaSosONb2\ntWjNWvx272ZKcBBes9Ut+A27duNduzbetWqq7jedPEnJ3Ln4deyALiCA4sNHEL4++DRurMovuXSJ\n4nnz8G/fDl1YGKYLcVgyM/Dbs0eVb87IwDhvHn53tMarenXM6emYjh7F//QpVb6loADjvHl4N26E\nzw03II1GitatIzA9TZUvi4sxzJmNV5Uq+LRogRACfexq/C+cRxcQ4M63WDDu2QszZ+LX9i6ElxeG\nHTvxadAAr2j167L42HHMc+fi1+EedP7+iou00OG7cYP6MUpIoHjePPzat8MrPBxzcjKms2fxP3rU\njWubPWg0Gmnfvj3FxcUACCEmSynfFEKEA4uBOkA8MEBKmWvlvAE8CZQAY6SUG1UrpOFfC010rIiL\ni+fdjz4jUYRQ8/lXGVOlElXWr6dKjGfBiYuLZ3xqLnnjp1BZV8Lwwwe45bsFHgUnLi6e/x04SvbZ\nFKqu2cKzB36h2aRJHgUnLi6eiavWk64voXrSGEYc+42GvXsT8uorqoITFxfP23O+IeVCCtGjXmJk\n4gXqVa/uUXDs3mtFXtR47hWeN+uJTkgsU3Di4uIZZ/am4JmXCU9PYlT6JVrGrvYoOIr3WjZ5Ez4m\n0mJkxMlDvBYTU+pmrHaM1m4jO7WI6kF6z7MIZ86icNFiCqZ+zNs7fiVTB1FZnvn6VbHkTpxE/pQP\nmXzwJGk5kugy+Mb9+8l66mly33ydD89cJqXQixpl8Evi48kYMIjMlrfxyak4kox+1CyDb8nJIePh\nwfgKHVmPPspbC5eRfzmHqpWl+ixCk4mskaOR8ZfIG/8m/1u9iZxUPdX9PZeR98lUin5aQ/7HU3hn\n5wEy8CnzGNlWrc378H0++PpHUgp0Zcbs5+fHtm3bCAwMtF2PnYQQbVHWzdkspZwihHgNeAN4XQjR\nBMUSpzGK2edmIcSNsryHXBr+VdCmTOPiQyYtFCSdwff3NSz78mMa3KG+xpTdV6zhvYoPWVgUuiPL\nifliiuoPVJV/cAkx30ytMF/s/Z6Y7z6jfn139zW1GPyOb2L54rnUb9CgYjEfXs/y72dww803Vzzm\n448xt1wAACAASURBVLHEzJ1c8ZiPriBm3ocV5nudXqO6TDfA0Unv8NiK7dDp6QrxT8z7kkdmfo/o\n8myF+KdXrWLQW9MQXYZXiH/2l18YOOp/0PmZCvEtOTn81qcvT+v9MDbqSHD0TUpP+MhS1TTSZOL3\noY/xxOlUipt1K5cPcGTceIbG7qT41l4V4p+cP5+BH32FqdV9FeLbYBWd/ShGn8uBe6SUqVaX6e1S\nykZCiNdRZkN9aE2zDpgopdznktcV65A2ZfqvwV8xZVoTHWDY869yOKitmw9Zv47t+PpV5WVJp/RS\nMnz6XA5X6+LmK9YidRNzxzzr9mxo+Kefc7h6N3d+8kbmPufyA5GS4TO/5HCUCj9pA3NGPeXGHzH7\na47V6+MeQ7u7+HLMs3aeDSNmf8Ox+n3d+XffyZfPP6N6nEbM+YbDNXq61ylxHXOGP+7OnztfnZ9Q\nBr/mVeBfaX1c+dYGzHO865kz8gl3/uyvORzdQ+WcrWfOyCdxf2gjeGrKDFbs+5WizMsEVKlN08c/\nAaHj5riV7teFEDz1yUyW79ztzr+4irkq5+2pT2az/Oed7vxLscx9Ybhj5gr/o89Yvt2d36JwF19+\n5u6cYbFYaNWqFYeUhe8+klK+KoTIllKGl1ZbZEkpI4QQM4A9UsofrNu/BNZKKZc7h6mJzt8Ff4Xo\naMNrePZeO3/oKDkTJpYSHYa0UhJzMfo1dfMVSzl1gbzJVtsZh1OVcikbo7+7D1nKmTjypk51q1NK\nXCbGABX+uYsUzJjpzr+QjldDlRiOn6Zg9lyHGGz8VLwaqfBPnqFg3heqxynlQgrGIPc6pV5IoODL\nryrOj0uk4OuvVWJOxhh8FfhXWh9HvkNj55l/mYK5n1v5DvmfS8UYqMI/d5mCWXOcK2Mt5/zZ8xRl\nXrbz9ekXCanZmJSzF8mbNt0xAQDnjl1Q55+OI2/KR25lnDsRr84/dYG8dye7xXzu9EVVfnpykdvx\nBNDpdPz++++2Rr+dEKKD81FxPUoVg7aI2/XBtVjE7bqLjhCiBzAdZSbdV7autwvnM6AnUAg8IaX8\n3bo9HsgFLIBJSvmH1lv36L3W8R6qzp2umqb6wMdIVfEVq9H2dqqo3BFGPTHiyvjPvkBqkAr/rtuo\nrMKPHvUSGWoxdLibyioxRD/3qjr/HnU+QNWefVVjiL6zlWqdqvUb4oHfUpVf/ZFhV8Sv8fyrpHpX\nvD7XjX+XOh/gpuEvcCQrk6LMBAKq1CKwSh3MxQZqtL1N9bq4afgLHMnOUuGrX0cKP/sK+Tlu/Cqh\n7hMcVLAWuA1IFUJUcxhe+0OLuGm49nAVeMfF/q4WruvwmhBCB5wBOgNJKGPCg6SUpxw4PYHRUsp7\nhRB3AJ9KKdtY910AWkkps8sp5wqf6Sg+ZMvmfqA6jm3Yvp3Dw0cxqmZTLM37OfmKqY19m86e5WDf\nBxkV2QBLqwHl8s1ZWRy8/wGGy0rINkPK5UuDgYMPP8IziYXoOo8oNwYpJUdGjeaJvWfw6j66QjHn\nf/5/9s47uomj7eJ33Bvu3fTebUzvpveEXmwMxgZsOoSObXoNNUCoIZACIUDyJpBeSSGhBIfekQy4\nF7kX2ZKe74+VZEm7K8mEJJx8es7ZY0v6zezs7GqvdsqdQ7h76BBmejeGqsUrJstU9tnnuLFkKWYF\ntYCq1QiTvPzKFVyLjMKsoOZQBY/S8vjpCE6/s1Own0mvD0jD/3AYpw5tQsMO/N8fQjx9dxAfbo9H\n4358A1Jh/gA+WBGHpuPHm1ee7w/ivajhaLFgHo/XpBkVtwxlfqFwCWwEMCuozh/G6eN7RPvuDHnl\nd/tw5v3dqN+kiXn8V7tx6shWNAzlD3gR4sX6dHJycmBraws3NzfNk84vANYA6A9ARkRb1AMJPIhI\nM5DgOICO4BZx+xYAbyCBpXnt5Yn/nA0OgE4AvtR5vQzAUgPmAIBxOq/vAvBT/y8F4GXGfshUSCRS\nip69iAY0aksxcxaTRCIV5Mp+/JHSWgVT+eUrJJFIKaJFOxo6Kko0TcXDh5QW2pZKTp8hiURKE7v2\npSEDxojyitxcyuzbn/I3bqLHjyU0afAoGtxtsCivKi+n7ImTKHd6HD1+8ICixkXRwNBe4rxKRXnL\nllPm0Ffo0c2bNGXqbBrQvJPRYy48cJCz+0lJJYlEShNqN6FhE2eKpik99xmlBbehilu3SSKRUnjz\ntjRsdLQoX375MqW1bE1lP/7I1VH7HjR0aDhFz15Ef8bO4Gx4CgsFyyaRSCkybBAN7jOSYuYsphtr\n11F6l26kSEsT5ScPHU2Dug6imDmL6fahtygtJJQqbt8R5aPGT6GBoWEUM2cx3fvkE0prFUxl58+L\n8lOmzaEBzTtSzJzF9ODnnym9XQcqfu99QV6TZkK9ZjQsPI6iY+fR5R5hlL9mrahljkQipYjgTjT0\n1UkUPWshXR07jnImRYlaE0kkUooMG0iD+46k6NmL6fryFZTRqzcpsrNF+ckjImhQx35Gr4sbN25Q\nmzZtKCQkRGNDs4i475sngO8A3AfwDQB3qvouLgfwSP097k/P+X01DFhscP6WwN9gg/Nvi84oAId0\nXk8EsNuAOQegi87r7wCEqv+XAEgC94Q0zch+zKpglVJJKYE1RT8vO39eKziayBw8hORJSYK8VnBO\nnda+J1u8lIrfeVeQ1xUczQ2n6OhRylu2XLi8asHJmRZLqooKIiIq//UCZY0aLczrCI7mJq5IT6e0\nkFDRY9YVHE2kNmgk6vGlKziayOjTj+Q3bwnyuoKjiZyp06j0s8+5Mmv834a9Kio8+evWU+Gb+6rK\n/OY+o8JT/O57JFu8RPu65NOzRoXHsE7LL182KjyGdVopkZgUntRmLUgpkxERkVImo8z+A40KT9ao\n0VT+6wUiIlJVVFBOzFTKmSwuPPmr11Dh/gMcr1JRwetbKaN3H1HhKfn0LOVMixUtr2G8yJuTRXRe\nnvg7ROdf79P5i9GViNIZYz4AvmWM3SWiX4VAszom1Y/oRPzZ3uU//YS8OfPgeeQw7Nu300+j4jcF\nVD56hJxx4+G2bBmcxoyuwq2Y5oulF0pZHnLHTYB9715wXbZUZ/8iXmpyOXKnTgdzdITnm3vAbG2r\nyiPEE6FgRTwqbt2G94n3q+bhGLE6KTp4iJv4eeqU/jwckTRln32O/IREeB9/H7Ytmuvgwrz88mXI\npk6Hx5434CDSUcysrOC2cQMKVsQjNyLS9KRVADVmzgAAZI8ey82zEpxAWVUmp1c42/6ciIlc2ZsL\nTTLV8Tlr3x6eRw5DFjONK3vPnsZw2NSrB+9TJ5EzlmuSc54YweepysXAysMD3idPIGd8OArXrYdr\nYgK/DokAK+49ZmsLz/37IJsxE7LYOHgePABmsMw6qVTa/BljqLFoIXfM48bD+8OTsPb25uXPrMSv\njX+iw9kS/834t0UnFUBtnddCHYuinY9ElK7+m80Y+x+ADgBMio5YaL/YOjcAwFBw2hum4omImOCo\nd8LzauMEZzzse4UZCA7HG2qIqOBwxeF7qRGhID6BLzhVAK8uRAVHJE3ZZ58jP3ElT3DEQn75MnfT\n3rtb+KatE1rhiU8QFh6B8teYOQNgDNljjAlPVRgVHoH8jQqPAK8nPIzBOSJcHzC45vSEZ/0GuCbE\n618XOiICmCE8BgaeJoWHVEZ/kPwTHc6W+G/Gv+29dgVAQ8ZYHcaYHYDxAM4aMGcBTAIAxlgnAPnE\njYpxYoy5qN93Btd5eQt/NQy91IwKDndD1OU1guO6dClfcLjC6g0g1ROc5ct4v2iZwZOLUcHR5K8T\nWsG5eUtYcASejEwKjsE+tILz/nvmC87U6WYJjnaXVlZw27Aeti2aIzciEqqiIqNlAoAaM+LgPDEC\n2WPGQpmmY7kjIAoAJzxua1YjJ2IiKu/c1cGFvdQ0wpM3Zx7Kf/pJJ3/h8miEp2jXGyg5fkL/Q4F9\naIRH/usFFK7foP/jRmAfzNYWnvveBGxsIIuNA8nl0Etgpf911wiP48CByBk3HsqcHP3yWP3btwdL\nvMh4fP8+zp04gXMnTuC377//18rxr15VRKQEMBtcZ+NtACeJ6C5jLJYxNl3NfAFAyhh7BOAggJnq\n5H4AfmWM/QngIoBz9CJ8nHT810wJDgC9JxddwXEeO8YIr/ZSMyE4Wl6tUlrBcXAQFhxNqPM3KTja\n/KvCpOAY7MN8weF4vSY1MwVHW1T1E49ti+bICZ/IFx6BEBUekV/xYsIj1kQoJDycOAjzosIjImyi\nwiPCMzs7YeFRCT+5aIVnwABOeHJz1bxFdP5r8fSxBA7ffouAo8fw8PHjf60cFkcCnZBKkxHfcwCK\nw/rCS16CuOtXEPLuUdgLDL/V8InDx6OgQVP4uDki9soFtFyZKCo4UmkyVk2ORa6DK/zqBWHG7SQ0\nHjQQriuWi3qprZm7GFl5JQgIbo6Z6cmo6+UFz317BQVHKk3G2vh1yLgvQWCX9pirKkXA02eigmO4\nWuo8Pw/4fPG5UcGRSpMR32sQirv1gmdpIWbcv47QUx+KCo5UmozEoaNR0Kw1vO0Z4q5eRPDBfaKC\nI5UmY+W4ycjzrQn/+kHCPmQ6/VNFG9djzdylyLVxRECzBuJebQcOoOS94yjesR3r121FVn4pAkNb\niHu1nT2HglWrUfT6Fmw6chwZj54iqEtbs7zaXv/uAtIuXkXN3t3EvdqkUuSMHY8a8+chq0sXrk67\n94Kvh4tgGlVeHnLGh8O+W1fkRkRg5fDxKGjYDH41fYXrqKICspmzAIUCBSuWY/XUOch1dEVAk3qi\ndVq0dRvKvv4aRdu2Yv3qLcjKzkdgu9aix6AblpVDX/748Ysv4bBvH/zuP8Avixdi8nRh5xHdsNjg\nPGeYu1z1X/ZSu/ohTh/bWQ0vtfdx+n3x+RiGPH45hjMn9qB+o0aivLleamJ+c2cOb0WjTh3Nr6Nq\neqlZXf8Ip9/a+pe914gIN2bPwZTf7wNhMeZ5ta3fgMlnvgd6m+eNdufwEUTsef9v82pTSKVIenUk\nYl2CUN6wu0mvM1VeHq6+OgLT5A6QNzHDq62iAn9GTsKUh9moaGnaq42IcHN5PCK/uICKEPO82jRh\nEZ2XPyyi8w+GORfx1LlLkGQTyvPNCin5HYc3rqzqB1D/nRa/HtdcOvP5ogs4vHaFXr8NEWH6qk24\n5tqVzxf+ikOrlurCAIDpa7bgmlt3Pp//Mw4lLlazVcmmr9uKm/4DeF5qo/r3wdurl8MwQeyG7bjp\nP1CA7423V+qUR6dMsZt24ppnGL9MsvM4uHwBr68kdvMucX7ZfN45qDa/aReueb2g/JcvqALVN7DY\njTtxzbMnn8/7CQdXvMZrrordsAPXPHoI8DrnDNBreYtaGI+Pf/2d53XWKusbHFq5pGof6r9RSxLx\n8fc/8fns73BozXI1WrWDqGWr8NFX3/L53O9xeH1CVd6a/Bcn4qPPvzLbe62qyiyi87LHyyI6//bo\ntZcmsgrLILfi+2al/XYRWWG9OUjnBpBW6QB5p7p8/uIfyBo6TJ1r1blKk9tC3qE+j0+/lIScUWP0\nb2CMIa2EQd6+IZ+/ch05EyN1Ss6lSysiWI94leel9ujiFcimROvlDQDp+QpYjxguwP8B2bRYfvs/\nY0iXVUDetgm/TH/ehixupuEhIz3XCD9zFu8c/Ku8pvw6N7v0vErI2zbm81dvQhbDN2lNL1BC3q4R\nn//jOnIiJ2lAvTSPMosEvc7SL19DzrgJvDI9yi4W5i9eRc6rww1GUhIeysoF+bQLl5HVfyCXt84P\nqodFimp5r1nCEtUNi+iow9fVESkCvlk1+/VEgJDX2ZSZyBLwCavZp7sgHxQ3H1lOAl5qvbvBX4if\ntQhZ9gJ8r67C/JwlyBXyUuvbC34CXmpBc0W810R4APAbGSHsH9ezM/yEvNTCY6rFi/rTifBiXmd/\nOx/WpXq8yDkD1F5nHxfxvdFE0nB8MZ8XuY44voTH1+zTQ/A65fhSs7zXUlJSMGnSJGSqVxxljM0l\not2WRdwsYSwszWvqEPLNEvVSe/QYScNHYpZXfajajjPJa9ri4xQu5nmpyeX4M3wipj4tArpHmeZ1\n+jfM9VK7uWETJp/+FtaD5pnFl537DDeWLjPfS+3SJVybHM3zUhOv00fqOm2gV6f45SjOHN+D+o0b\n88ok6HV2/ghOv7MDDVq1Mo//4RA+PLBJsB9L1Ktt2wo07t/PTF7cq02TxtDrjH47ZrRvkOfV9tNh\no32Dgl5tRurUXO+1jIwMZGRkICQkRNO89QDAqwCmAMilqkXcDL3X2kO9iBss3mv/WLwszWuWMZHq\nqFevLk7tXYem/1uLBvIHCFUkiQpOzrjxaJm4AqeP7UTzH3ejfm6SKK8ZddS4fz+cfn8PWv75Duo+\n/UWUJ7kcsulxqOPpgTMn9qD1o/+hzr2vxXn1sOiAp89w+p0daPnsHLy/eQNd3XOMmnf6fPE5Pjyw\nCa1kP8Lr081G+dKz55CfuBKhp0/h9KEtJutIfvEiZFOnI/jQAZx+ayuaf7Md9QtuiNfpw4fIGTce\nrVavwuljO9Hi1/2on3UFbSr+wFv13eG2eQtIvSSybtSrx50zTZ22qUzC0a5NUWP5CqgKC0X5VvfP\noO6DbxGqSMI7o/uixsKFUKSmifLBqV+izo1zCFUk4ficiaixZCkqb98R5UMKfkXty6cRqkjCybXz\n4bZxs/48HoM0Hx3YjDbnjyAw7Tu0yvwa+2RS+Iospa3h2yadhv+jc2id9yMO2BTD68QJQacLDd9O\n8g38rp1E66JfuDrdtFm0Tj86sBkd867A59fDCC65IDqIwN/fHyEhIbpv3QUnJq8CeEf93jsAhqv/\nfwXctAgFESUDeAhuQrcl/j/Fi/bVeRk3VMPLKbVpc1Lm5Ql+VvHwEaWFtqPikye172WPnyDqwaX1\n0Fq3Xuuhlb92nZ5PmG6oysspZ1IU5UydpvVSKz75IeXOnS/Mq1SUt3wF56VWUEBERPI/rlLmkKGi\nx2fopaaUySi1eQtRvuTTszwvtdSmzUmZny/Il//+O+dL9tPP2vcy+w8k+Y0bgnzFgwdaQ1RN6Hmv\nyeWUEx1DOVFTSCWXC+aRv2YtFe7fz/EqFeXFJ1DmkKHaOjGMoqPH9PzsCvcf4PnL6UbZjz9S9oRw\n7WuhOtGNyuRkSu/YWfu6/NIlo15tREQpdeppfdMqH0sovW17Kj5+QpTP7D+Q5NevE5HwdWYYsgWv\nUfGJD4jIvDrl/OmWiu7fMMB1ViUDcAGQR/rfP5n67x4A4TrvvwVgJP2F76vB/i3ea0bih8+/oN+G\nDKXHDRvTsYMHzUqDv8F7zfKkYxhWwt5lmicc1yWL4DxuXNUHjGknk+qGdl5F925wjV9RNaJIzBtN\n/YQDO25WuVleapqJn8ffg5Wrq1EeMDLxU6Qlo/TsORSsXCVsbSOwD/nFi5BNj4PHm3vh0KO7cKY6\nUfngAXLGT4DbihVwGj1KkGF2dvDcvw+wtuYmOwr8OtfjGYPburWwCwlBTniE4BOP4QHXiIuFc2Qk\ncsaOFXziMTxWp1eGwW3tGm4CqcATj+HETfsOHeD51iG+c4FIGpv69eB96kMU7diJkhMfmOS1E0h/\n+RWFGzYKPvFwPPevtk6trETrlEQmkwpFcXGx5t95RFSMF7SIm2azeLz9c3H+/Hm9uv87wiI6vBDy\nUhMRHIBnawMYERwtb+CNJiY44NvgADqCc+OmvuBwxReM6pp3aiZHCgqOQBo9wenejZ+hYZ3qCs6o\nkcKF1uxOM8ve2hqy6bEG9i78vLXC06YNJzwFBQKZ6h9DjbhYOE+aJC48BrxJ4TGoIrOER2cfJoXH\nQNi0wvPzL8LCY8CbFB4ybvipCYVCgdGjR6uT0KfqtzMZY37cIT3/Im6azbJq6D8XYWFhFtH5p4Pn\npfZYwgnO4oV8wQF4ImJUcAR4ksshi40DbG14gqPldVSNiFCQkMgJzon39QWnCtJ7WV3zTqOCI5DG\npOAY1IFWcOLjTQqONgvNTVLQVwwwvMszxuC2dg0nPBET9YVH5Hd3jdjpwsIjwosKj8iTplHhEUij\nJzwfnDTA+VY7Vh4e8Dr5ASc8GzfpCQ/3r0EdGRMeA5ESi+joaDRvzrtGzgKIUv8/GcCnOu+PZ4zZ\nMcbqAWgI4LLJnVjiPxUW0TEMneayyscS5IwdxwmOyOgjsCqRMik4mvypyktNFhsH2NjAc/8+YS81\nXV4jONdviAuOgahV17yz9NOzVU1qghb/0Lt3mRQcg6i8f58TnIQEswVHu1u1kzJsbCCbLiQ8Brwx\n4RG5oYoKjzGvNkPhETH8BIwIj8hNXis823cYCA9/+Q0AsPZUC89PP+sLDxH3g8ogRIWHTHuvXbhw\nAcePH8cPP/zA5cVYknr5+S0A+jHG7oNbFXgzlyXdAXAKwB1wS1vPJMG2QEv8l8MyT8cw1DdtswRH\nzZNKZZbgSKXJWPXtL8hldvC//wSzMp+gjru7qOBIpclY895pZGXmIWDOEsylMgQkPxEVHKk0GWu3\n70NGRgmC5i4x6aUmlSZj/ZY3kAoX1Jy7BK+1bAyPffvgfeK4qOBIpcmIL1OhePYKeJEccUmXEHz4\noKjgSKXJSEzJRsHaXfBxsUPsHxfQau1aOI0cIcqvvH4feenH4f/1eZ7vl9bCf+YsyKbHoWDFMqz+\n8Xfk2joh4M5jPq8WnoJVq5ETHoGiTRux9sxnyC4sR+DcJYK+YjViuaGkOWPHomj7dmw8cAwZ0nQE\nifC6yyIUvb4Fm0/+D2lFQE0RXiM8GuPT9Np1EE92KI6ZD183J14ajfDkjOWetLM6dUJCmgyFq7fD\nL8CLx2uEJ3f8BBQCcF2x3OhSBRrh0V0WQcwgVDe6du0KpVKprWci0l3/mr/+NwAi2gRgk9GMLfGf\nDss8HZ2QSpOxtM9gpNWqi8CUJ1g1Lw4t5s4xyi8fOQHP7J1Rs0CG+MG90WrbVlHBeR4vNT3ejDko\n5nqpCfG2Vz/DmV2r0Lif4P3ihXipWSWdwumjO/6691plJf6MnISpj2RAjynmebXNm48pv94Gwqaa\n59Wmnsv0d3m1yS9fxrVJUxDn1wjldTqb9DpTSKRIenUEYl1roryBaa82pSwPueMn4HHTJljzw69A\nYD3UbFpf1MCTKiogmzETd3JzsSkjFworZ9Ru18pi+PkfiZdlns6/Ppz5n9hgxhBMiURKbfqPI0ef\nugQra3L0qUtt+o8TXR++unzMnMXUZsEH5OhXj+P96lGbBR9Q9OxFpFIouK2yktsqKih61kJhfuZr\npCot1W5K9RY98zVqt+wTarf046o0PnUpMmYWKYuKuK2wULtFx80X5qNnkjI/X3/LyyNlXh5Fx86n\nRmNWko2jK4FZVZUpdh4pZTJS5OpvU6bPo6aRW3j8lOnzeKyGbzHtTTXPTPPT5lDw3Hc4HuK8UsZt\nU6bPE67T2PnaY1Tm5WmPOzp2vjAft0CvLjX1Gz1jgeg505wn7bkrKyNVWRlFjIyouob86lG7pR9T\nu2WfUPSshaSqqOA2zXWhUNDEiGhBPmbOYsHr7s9fL5CDg4teedoNnih6nV6/epUcHM3nNYEXOLTW\nnO+r0P5hGTJtNF6WIdOW5jV1bNi5D2V+bVCWe0brQ1bmNwPxYQOxzYZrQiCQtlM5XmGNsrBoPt+j\nP7ZCzjMITXHyhbx7AM+XK/XnH5BWt35VQdS/2FIdvCHvFsTnf/0ZaS1a6fWrMDCk2rjDenx/npfa\ng29/QEZoO37+rAasxw3k89/9iIyOnQW911LJGUVuNaEo44Yha8v02+/I6NZdWxpNpKmcUFKzNY9P\n++13ZHbvwTsHaSonlDW1rxZf3i7ABE86vDPknevw6/S335DRpZve+QKAVLhA3rk2n7/wKzLadeDz\nVq6Qd6kleM4yWrbmrh/9IuGRwlbQ6yz1m/NIa9iYdx09hKMgn3Lme6QG1eIZhC6Rq1BeUaZXHqfW\noxHfcwC2qq9rMO4aAoBFJRUol/P5DTv3GTX8tIQlzA2L6Kgjq7AMLoGN9XyzXAIbobhHH/gf3Kr9\nEjMAYAzF0fME+ZLe/RF4ZJeecy8YQ9DsxYJeajUH9UGQiJdalq0AP6CXIF9zrrD3WuNB/REo4KVW\nXR4AAsKjcTtDMyeJ6fnTBQr500XF4WF+1To+Jvlpc/BE7mU2X3PuEqSr/KrFZ4n461WL7x9WPX5A\nL0Ee0HidlfO90Qb2FjzPHP8p33ttYB8EvrGZg3SEymbSTDj+8J22PE4+dWBt54CSsL4IPLQdIKrS\nQCLYRM+F4/kfeLzF8NMSLyosoqMOX1dHpDMrtIjajtLsJ3DyqQMwK/h6OMPKyUmPVeXlwfVGEtLr\nDObxPm5OYDb61UoVFZiV+QRTn9xC0/CNej5k8XvX8cpCRJiLMkw5/5ZZPADM8/PA5NNvwHrQPLSI\n2q71UluzlG/xDwCvtWyMiL27YDNkvlm8/PffEXf1Ir6HPQDAo2kX1B00W7RMlffuIfbKBfxs5QIA\ncKnZHI3GJIryyrR0xCVdxEXiVhy3d/dH0/CNYL+9ixUn9gqWKX7BTIyK5ZZhYDb2aBq+Efj5KFYc\n3y3Kj52dqFenOP8Wlh/bYT7/wyEsPSDcDy7E03cHsWR7vCAPAGuWzsctaQbK/GZUea9dfh/xb201\nn//tGBKO7RQcnRbo7a4tj5NPHVjbO0FZUQ5vN2cwBweu7nR5X09BXsjw0xKWeJ6wDJlWR/yCmcCN\nMwCzQo2azbQdtPELZupxmlFqS/r3NIunigrIpseijrs7zhzfjVY3jqOu9LxxL7XElQiQJuP0OzvR\nOvkc6tz+QpQH9L3UWqZ+Ae+vdhr3Uvv0LDz278eH2+PRuuAneH2yySgv/+13yKbHIeTIYcSEc6PO\n3JR54l5q9+4hZ0IEWm1Yh2XzpgIAnBSForwyLR3ZY8ag2bQY7Ni4DABgpyhDm/LLOOhB8Ni36Z0V\nHQAAIABJREFUn5shbxD16tXFsW3cmjDWpESbij9wpLEPXNdvBJWXC/Kn9q5Dq3unUffhd5xXW7eW\nqLFsOVT5+aJ862dfoM7NzzivtjH9THq1heT9hNpXzuh7teksfW2Y5sy+DWjzw2EEZvyAlk/P4s3U\nOwh4+kSU/+jAZoRePokAyedolaH2art0UZCPXzAT1vc/h5NvPa2AKL/ag3n22v4Tk7zQdW0JSzx3\nvOhOopdxg5kdkxKJlMIbtaZh46ZRzJzFvM5TrcfV2nWkUqlIIpHSxPY9aOiQCYK8Si6nnMlRlBMz\nVetxVbB9BxW8vlVw/0K+YaVnz1HOtFjRMht6qVXcuk0ZffqK8iWffEppIaFUcfsOd0xFRZTasLEo\nX37hN0pr2ZrKf/mViIj27t1LAGhGdLQgX3H3LqWFhFLJJ58QEdG5c+cIAA3q3l2Qr0xJpfQuXbXe\naTdv3iQA1Lx2ba58xcWUNXIUyV5bSCqlkpe+oKCAAFANBwciIlJVVFDu9DjKnhhJqrIywX0WvXWE\n8hISOV6loryVqyhz0GBRz73Sr7+h7MjJ2teGdc6rg/v3KaNHmPZ1yadn9ercMFQKBaXUrK19bY5X\nW0a3HlTx8CG3v0ePOa+2Dz4QZCUSKU3s0JOGqK/Th39eo8x+Ayh//QZBrzaJREqT+r9Kg3sOE7yu\nhQKWgQQvfVgGEryEUa9eXWz3coH35hWwqVtX7zPdNepdE+LBGEO9enWxK6QZHIcO0c7V0ITmCQc2\naqcBOzvuA2NeaokrUXHtGrxPHNefhyPAAyITP43MrSj99CwKVq/Rn/hphJf/9js3b2P/Pth36yrK\naULzhOO2eiWcXn3VJK9ITUPO2LFwjoxEjbhYQcbK2Rle776D3EmTkb94Cdy3vi7YjKQJZmsLj727\nkTd7LnKnTYfX4UPaZiRBnjG4rV6FgtVrkBMewdW9u7sgpwndeTzmTLrVnccjOOnW4PwazuNx6NmT\nlz13P+D2YdugPrw+PInccdx8MsN5ZfXq1cWu1k3g9MowOA4bCgBQGszj0T2+evXqYu/QvlAVFcFt\nxXJYwhIvMizNa4bBwLsJaAWnaxet4GhxIW80McHRAgJeamKCY2CDowmjTgMCIiUoOEZ4U4JDBmkq\n7941KjiGvFZwJk0SFRxNWDk7w+u9d6F48gT5ixbrNbUZ5guohefNPbByckbutOn8pjaDNBrhsWvf\nnvNq4zW18fch6lwgkD+gdi5Ys5pzLjBsaiO+G4FJrzaDNBrhKdq2AyUnT/J56POizgVGymQYMTEx\n8PPzQ+vWrbXvMcY8GGPfMMbuM8a+Zoy56Xy2nDH2kDF2lzHW32jmlvjPhkV0DMPAwFOVl4ecCRGc\n4CQmCHipAXreaKYEh+kbihIRClau4gTnuIDTgICoGRUcgfuEUcERMu/UCM6B/TzBEZr4Wnn3LnLC\nJ8Jt9Sqe4AjxitRU5IwZwwlOrOkJagBg5eQEr3ffgeLpU57wAPzDZjY2VcIzdRpfeAzKZVJ4BOrV\nqPAIHLeo8Ijc4I0LD98Gx6jwEN/WxqjwiDxd68aUKVPw9ddfG769DMB3RNQEwA8AlgOAegG3sQCa\nARgEYB8T9ImyxH89LKLDiypR0ApOl87CggPoe6OZEhzoPxlpBefPPznBcXPj8YY3I5NealzG2n+N\nCo4Aryc4XbsI8zqhLzivmOQ5wRkLl6goswVHE1XC8wz5CxeB1BYsYqEVHhcXYeEx5DXC06EDciaE\nVwmPkRuwoPAY4UWF57m82vi8qPCoVIK8mPCQGU863bp1g4eHh+HblgXcLGE0LKJjEBqXabMEB9CK\njjmCo+VhpuBoQn0jMEtwdJ7UzBIcneOqjuCQSoXKO88vOC7Tn8+mhBOeY1A8SzFfePYaCI8RUWCM\nwW3VSth17KgvPEZuwDzhEREETfCEx8RThaDwGDEVFRQeIyIiKDwkbBBqRvgSUSa3S8oA4Kt+PwjA\nMx0uVf2eJf6fhWUggU5IpclYmpmPtJg5CMrKQPzAXmhlRHCk0mQsv3IDz5Luodba17GkcR20ee9d\nUcGRSpMR/+lXSJYVoM5n3+E1e0Lb/30sKjhSaTISDhyD5JEE9foNxXxZBkLPnhUVHKk0Ges278Kz\n7FLY9uyPRZkp6P7xR0bNO9dv24MnVjVg328oFiY/RNdjR40KTk5OLgDgk69/gOzny1i97DUEGBGc\njIxMAMDFW/cQHjYQK6dEwN+I4KSkcMurSLNzMSluPtYsnc8bYq0RntzJU3Bv7jwAQElFpSivEZ68\nOXORNH48thdVQppbgEZZBcK8WngK1qzF1eEjsMvJA5LkZ2gkkj9QNbgg6ZVXsLt2Yzx6loPGRnjN\n4IKkMWOxp2UoHqnsjfK6gwvSFszD8pRMWC9cjaAgX0FvNN3BBbefPsPK368CGSWo+cUPgryuSejF\nzEys+/0qlI5uqJWSbZb3mpF4LnNH3bVcwsLCLGvq/ENx/vz5v3/RvBc9HO5l3PBPea/1qx4f0ndM\n9fjeo43y7QZPpPqvLCRbF0+ClRU5urjRjRs3jfINRyeQjbMH543mLM5r0vjWbaIdnmpOHdVq1q5a\nfMN2vczmH929S81adDGbf/zwIQWH9lEfLyNHnzrG+ccSCm4/gGxreBGYFTl41TJZ/uBOg8nO1ZfA\nrMjeM8gkH9J1mNnXHBHRHydOkIODs9neaFe/+LJafHW92pKTk6lVq1baobUA7gLwU//vD+Cu+v9l\nAJZS1XfyKwAd6Tm/r4ahuQYsQ6bFwzJk+iULMe+1hEEjscOnRlUnq/r6TsgpRlnHCfq8/wwk9H8F\n290duSY3bbMJIaFAjrIuE/X48oAZSOg7FNucbaryVqeJL1WirNskfT5oBuJ7D8Y2B6ZTFu5vvBzA\nhM3IPrkKlcUyAEBZaQkW9huCYy72Vf1I6h+e8QobIHwL8j7fDUVJHseXlWBh38E46mSrn79mHyo7\nlFlXzUzX85tjFbxmonjYo9SztjAP/lo48bBHWf2OZvOJsIe8/Sjg9m/GefWTagLZQd4rBoqk79V8\nKsr8QjkfMqtKPq+0gTwsGpVXuM7y8rw0jg8biK02Cq1fmSZNfKUV5D2noOLiFwAAeV46x/cahG32\nVflq/saXE8q7T0bZ71/o+/f1GYLtTtY8HoxheU4hyivKed5oCf2HYZurQ9VTudqGaVl6jjA/cDi2\ne7uAM15TWzwxhiVPMwS92sS810jvOgdQtYDbFvAXcDvOGNsJrlnNsoDb/9OwiI46xLzXilqHwnPj\nMhh+OQuXbRDm23WC97ZV6lyZ9iZQtHC1MN+pG3x3rdO/wTCG4jnxwl5wXXvCf+8m3g2peOYyWNs5\nwMZebdnDrODoUws2YX3g//YbeiwDUDx9Ecc7uenxtr36IPCYju2MTtNiUXgcnFLyUPTkOgDw/eYM\n+YgZcMm3Ru6N7w34AQh8m+/vVjxpFpyoqpnfJB81By7ujY3zOjfE4pj5cAlorO2Hc/QK4viwfgh8\nawefn/YaXAIbg9nYghSVsHf35/iefRBwcFtVQdRpimMXwyWwMazsnaCSl8LO1Zs7Z917wf9Nvi9a\n8ezlwue4cw/47l7P40EEm1nL4PjLeZ43WlG7LvDRXndVP16s5yXA8YKKz4e0h/emFbwfU9aL18JR\nXmmW91p4eDjOnz+P3FyuyZUxNgXcgm2nGWPRAJ6AG7EGIrrDGNMs4FYJywJu/2/DIjrqEPVe8/eE\nbcOGeixVVMBd+gAZDYbxeR932ATp948SEdzTniC9rkD+Xq6w9vHhlcdDlon02gK8Zw3ByYueJQVI\nrygHs+aeUmr2nAifNoMQqEjieccBgJeiDOkV5bCy4Xif0IGo2SMSAYokMHt7Hl955y5cr12BfUPO\njdmjSWc0GL5Y1G9O8ewZXJMuwTaE6+9xrtkMzSI2qHlHMGtrPV6VlwfX61dh14lb+tje3R8toraL\n8lRWBtfb12HVkyuPla29lvd2deDxAODr5oR0ZgUrWweoKsrQJJwrj3cNe8F+OF93Z6QzK9i7B6A8\n5ynqv7KQ453sYOXI9yLz9eB419qtkP/wEmr1juJ4e2vBRfd8PWsIXnPeNgRrLy8eDwCBAd6C3mi+\nPm6CfX1BQb7CvJ8HbOrX4/O1/NG0nnneaydOnND+r1535aj6pWUBN0uIhmX0mjrM9V6jigrIYuOw\noH4AcN0MnggFq1ZjjnUF6NopkzwAFB86jFlZT0BJH5rFl356FjMe3AD98QFIxY3msnP14cw1BXj5\nb78jLuki6PJx7egvOxdPUb7yzl3kRExE/NL5QEoSAMDW2V20TIpnz5AzZhyWR0cA0gsAABsHF1Fe\nKctDzrgJWDIwDHjwLQBORET978rKkDslBgtbNgRuc603zMoaYFZQfvsmZhflCo5q05xj3SYo1ff7\nMTP1seBwakOeWVlBdf4w4u5eE/Rq015D2r5zK6h+fRtxf/4GRWqqOK9zjun3dxH7xwVRrzYhbzTF\n5zuxqEuo2bzyi11Y0LCW2bzFe80SLzRedCfRy7ihOt5rzdvS0NHR4l5qUVMoJzqGVHI552nVuTcN\nGThWmFepKC9xJWUOHkLK/HzO02rAcBrcY6iop1XRwUOU3rkLVaakkEQipcmjI2lQ+z6ivK6XmkQi\npXp1GxAAChswVJDXeqld+I0kEim1btOBAFDbTt0F+YpbtyktJJRKz54jIqL16zcQAKrdoKlgmSqf\nPqX0jp2p6K0jRER05MjbBIB8/IIEeUWuTM8H7Msvv+K81FzchP3vSkspe+x4yp01m1SVlXTt2nUC\nQDY2NhQzZzE9unuXsseMo9w580ilUPCORyKRkq21DQGgyOlz6fHDh5Q7cxZlTwgnVWmpIO/h6k4A\naMSEyfT4sYTyVq2mzAGDBL3aJBIp1apZhwBQn8HDSSKR6p1TIT56xgIa0Lid9nhNebVJJFIKb9iK\nho2fTjFzFtO9//3PqFebRCKliNCuNPSViRQzZzHdP/+TSa+2yF6DaXDv4Rbvtf9QvCwDCf51Qfgn\ntupcxJl9+5P8Jn8El6HgaEI2f4Hgl9dQcDRRuP8A5a9eI7hvoZtT2bffUfbESEHe0LyTiGjskCEE\ngE6cOMHjdQVHE8uWLCEAtGHDBh5fces2pQW30QoOEdGBAwcIAE2L5JfJUHCIiD7//HMCQAO6duXx\nilwZZfbtT/kbNmqNJw0NP3VDWVrKCcrsOVpByc/PJwDkqjb81HJjx1Pu7LmCwlPDwYEAUIHaVFVV\nWWlUeFrU4UTk+vXrHK9SGRWeoWFhBIA+UZueEgmfW215BUxXTQlPWmhbUqSmaV+bMgnNDo+gsu9/\n0L42ZRKav3ETFb6xW/AzobCIzssfL4voWJrXDEPMSy02DrCyguf+ffrt/wa2OUBVk1rF1aucl5rB\nPBwyyB/gmtSKjx2D9+lT+n1CInOExCd+Vk0+1Q3txM+DB2DfpTMvP0O+8vYd5ERMhPu6tVqTSGO8\npknNZfo0uMREm+SVMhlyx42Hfe9ecF2+THzyrTpUZWWQTZ4CKz8/eOzaqe2zEapLK0dHeB57G6qs\nLOTNf828CaRv7IKVhwdyY6aCyoQXLGM6A0ncVq2EfedOyBkfzmtqEyqTy/RpcImKQs6YsYJNbYbn\n2ahXG7cTvQmo5nm1Vb006dVGph0JLGGJ5wmL6BiGgegYFRwh3oTgCImaqOBUZar30pjTgNDN25jg\nCHqpGREcQS81XcGJnmKSV8pkyBmrFpxlS00LTmkpcidFwcrfHx67dggOEjDM40UKj5CIMMbgujJR\nVHiEyiQqPAL5A6ZMQlE9k1ABETHp1WYRHUv8DWERHcOwMvBSMyY4gL73minBgcZ7req1ScExECmT\n1jbaKTxcGlNPOJrQ8KaecHQSAFALzuixgoIjFBrBcejT23zBmTwF1oGB8Ni5XVBwxEIrPNnZyJu/\nQCs8QiICGAhPdAzvicewrGLCI5Y/ICI8Rm7wRoWnOiahIrY5osJjER1L/E1hER3DYAxQqcwTHA2v\nbqs0JThaXq06JgUH0GsSMcdLTffGaI7g6PprmS046tAKTlzs3yc4k6JgExQIjx3bqiU4mrBydITn\n0SNQZefoCQ8g/BSmFR4vL0Hh4fFGnnjEjk9QeIzUhaDwGBE2Ya82cRGprlebJSzxl+JFdxK9jBuq\nMXotomV7GjpiMk1s152ujh2rN2hAiJ/YtS8NGTCGInsMoMu9eukNGhDiJw0aSYO6D6FJA0fQpdBQ\nwY5lXT5q7CQa2K43TR4eThebtxTtWNbw9es3IgDUvVMPuti4md6gASE+uG0nAkBtQtrRxWYtqPTc\nZ6I8EdGGDdzotVp1GlF4o9Z0c4vwKqiaePvto9zoNZ8ACm8eStcXLxVcrVITmtFrLi6uFBHcif6M\njhEcDKCJqtFrtkZHWqlKSyl73ARKmjSZbKytudFrsfPE+cpKyp01m/4Y9gq51XDlRq+FR4nzKhXl\nr15Dl3uEUc2AmgSA+g0dYXTkV9HBQ3QpNJSmTIqlAU07mBwpphlccP+bbym8fgsaNiHWaBrN4IK7\nH3xAESGdacirkUZ5zeCCW2/spsiwgTS470jL6LX/UFgGErxkIZUmY+zsRNzp9xok7sG43X0mYovs\nkGy4TooBf7tDDKSBnXGrbRRm2AfgiSzPKH/BviFu2vnhepMRmOndBM8qKo3yvypr4qZLEK7698Ss\nwBZIEZiUqMtnq5wBAHcrXBDn3wRpAQFG+ZRKjpeWWiPOqz4yWrQwWkd7j30IAMhT2ODu0OWY8tN1\nSKXJovzaXYcAAIUqK9wdsBgxt1ORnPxElJ+/hnMGKFcx3Ok9D9My5Eh++kyUn/TaWgCAkoAkm1CM\nnZ0oWB7m6IjC1SsRczsNCuJ+wf9p1Vyct7FB/vx5mJ5ZgRLiJr7eUtUT5xlDbmQk4iqcIVNxk2vv\nV/iK8gCQ3a8fZjjVxAVlbdzyb4LfivyN8k6vDEPezJkYPX8NkrpGIr32AFx37iqaxr5DBxSuXY2x\n6/biaqtXkdl0hFHetkF9FG7fhvBDp3ClVhiy2k40yj9vMMYGMsbuMcYeMMaWvrCMdeKvmla+CNPL\nf7sMf7tx53OGxZFAHRt27oOyyRDcO7ECZdlP4ehTG03DNyJxZDh2NqgJXWsRECHxcSqUfebz+VfG\nYUcd3yofNSKAgMSUbCj7L8TjXREAqZB743s0nbgZCUNHYUeAZxULblcJGXlQDloCyZ4oqBRy5Fz/\nHs2jtiNh0Ahs966hLYemqS4hpxgYuQblFzifsJykL1HiUwdL+w3Fbi9dnvubkF8GjF6H8uvLAAD5\nDy7hfl5dLO07GG+4O+nzmjIVVaDclnNDKE69i3snVqBp+EYk9B2GbTVsdVh1mYorUe7HNQPKc1N1\n+KHY5qLDqyOhuBIVzfsB+AaK0gKz+Mqw6QA+Aikr9fka/ObQxOJK4JV44Co3AfXR6Q1oFrlF7Vum\n68LAiVJioRw0bAUUl78CADz5ch9aRO+q8tczsCJKzCsFDV2O0ksRAIC0Cx/Ca/p+fZ8zHT4hpwg0\neCkkB2KhKCtElssXaDltLxIGj8IOf3cO19sHw+qUbDyS5aPseDwcfWpzLgytRyNx2BjsqO1bxar5\nldI0PMrO5fMjxnPXtZrTHsP9ZDzMyuLxYt5r1Q3GmBWAvQD6AEgDcIUx9ikR3fvLmevE+fPn/5Iz\n9V9N/zKU4UUcw98RFtFRR1ZhGeRW6SjLfqpndlhQpyFc58dWfZHV94CC1w9Ani/AN2oO9/g5Vaw6\nXcG6NyDPTweIW/GyLDcF8oIMFDUPgeeaRVymOjeZwpXbIM9Ph0rBGVfKCzI4PrgdvDYs0/OBAwMK\nl22EtZ0DrG0dwT07EcpyU5DeejC8397Du0EWLl4LazsHWNlU3ZzLclOQHjwEvu/ur6oYXS+111bB\n6ubDKl59zEUdu3D+cbrBGIrmJQLJuXxe4zdnEIWz46EqlJvNF81NgFJtbqpfnm7w3bVWHyZC0YKV\n3DlQR7kslePbdYHvjtVqTqc8C1fr8RVF2Wq+E7y3rtTmq/lbuGS93jlWlBZyvNrnjMN0+BWbIc9P\nh6KsCABQWZLH8a3awHPtIr0fIZr/U+NeQ9nDm9prrjT7CWrUbIaCpi3hnjBP+yNH08+Y+loiyu5d\n4/P1msB1YZzejx0iQkr8BpTdvsrjhbzXnjM6AHhIRE8AgDF2EtzCby9UdCzx8oZFdNTh6+qIFJsA\nPfNFezd/+Dn785ZsBgC/Wv9DqiCfBru2fEsSv0BvpNoEcNYupIKjVxDs3fzh45QqOCjAz98TqTYB\nsLKxh0ohh72bP8fbP4NtwwZ83s8DGRXlcPKrh/Kcp5yBp1dN1A3yh03t2nzexx0ZFeVwDmyMoic3\nqngfT1iLNMn5ervByb8Bcm/9CIBpj9nXOQ3Wvr4CvCucy6t84vR4A785VUkJ3O7fhGPrEWbxVFkJ\nt8f3YN++vTBvUB4ignvqE9i37QVO3QmOXjq8wDF75mchNaAXmLUtSFkJB49ALW9TsyaP96osRap7\nAKzsHKGqKIO9m08VL+Bz5m3PkOoeABvHGlCUFcLW2UPL2zZtyuOV6ekIykyDo1ctlOWmaA05lRXl\n8Av0gV1IiP4xl5UhqFAmzNfy4w0uISLUYYQ/BXgh77XnDMPF3FLwAlcQre9YAjsrwtWrV3HoENe0\n+zyrYl+9ehWHDx/+S2X5q3m86PREBDZkMO4O6P/ceb6QeNGdRC/jBjM6JiUSbn2ZNgs+oObRO6nN\ngg8opFVPuvfRR2bzbYJ70c0trxvlrR1qEABqGbuf2oT2pT9jppJKqRTlnQK4gQGNxq6i0I6D6MqA\ngaQsLhblvVpws+H9u4yl4I6D6VJoO72Z64Z8QJexBIC8W/ejkK5D6WKzFlRx67boMdRp2ZEAkHvj\njto6unvyQ1G+UfveBICcg5qIrs2iLC6mrBEj6c9p06hF96EEgOzd/UV5VUUF5UydRn+MGEUhfUcT\nALKycxTnVSrKS0iky716U9uB4cRs7AkAtZ79tuhaMYX7D9Cl0LbUtv8EsvcMJADUdNJWUb70s8/p\nYrMW1LbvWKpRN5gAUP3hi0V5eVISXWzagtr2GkXewf0JAAWFTRLlFalplN6lG91Yu47a9B9HTSO3\nULulH1O7ZZ8I12lpKWWPn0BJEyPN4lUqFeVv2EiXu3SjkL5jTPKGATM7nAGMAnBI5/VEALsNGLJs\nL89mznmtzvavC8I/sZkjOkTq0WutO9LQEZM5T6tTpznbmF9+FeUju/ejIf1HU8ycxfTgwgVK79SF\nig4dFuUd7LgbXnjMTHp0+zZljRpNsnnzRX3CfL19CQANGTmBHj9+TLJFiylr+AhSFhUJ8g0aNCYA\n1KPvIJJIpFS4bz+ld+lKlSmpgnxIe270WmjHriSRSKn07DlKC25D8pu3BI9h06ZNBIBq12/C1dHH\nH1Nay9ai9itHjx4jAOTjGyjspaYWHNnCRaRSKk16r6nkcsqJmUo5k6JIVV5Of/55jQDx0WsqlYry\n4hMoc8gwUhYUkEQi1Y5emyQyek23ziQSqXb02siIKcKCo1NnEomUgtSj1/oPGyUsOFeTKK1VMJV+\n8y1JJFJq2rw1AaBOPfoI8pUpKZTeuQsV7t9PRNx5m1CvOQ0LjxP3p9PYBVVWctd1cEcaOnySaB3l\nr1lLmf0GkCJXxl3XPQbQkH6jXvjoNQCdAHyl81pvcTfL9t/f/vUC/CMHaaboEBFlDR9B5b//rn1d\n/hvnV1b200+CfN6KeCo68rb2ddUN4oAg712De9LJyMggIiJlSQlljR4ralDZpRV3Q/r555+JiEil\nVJJs8VLKemU4KQsLefzEUaMIAB07dkz7XuH+/aK+XwkJCQSAVq9erX2v9Nxn6pso34Pu8OHDBICi\nJ0zQvmfM9+vLL78kANSvc2feZ1rBWbRY+7RnzHtNKziTOcEhIpLJZASA3J2c+LxKRXnLV1Dm0FdI\nqfZZIyJysrMjAFQs8MRY+OY+Su/STe/psElNTkRu3+Y/AZZ8epbSgtvoPR3278KtZvrFF1/w+PIr\nf3B19e132vdmxsQQANqzZw+Pr3z2jNI7d6Gig/rDgFObtyRFrozHK0tKKGvUGMqdq/9DxvC61oRK\npaK8lasoc+AgUsqq8suLT9Dz0DMV1RAdawCPANQBYAfgGoBm5qS1bP+NzTJk2jAMHADsO3fmJtrN\nmoPyH380ydsEBcH79GmUvPc+it7cJ4Dre6NZOTnB691jUGVmIm/efJBCYZAAejyzsoL75o2wbdYU\nuRGRUBUWCh4G6ZSpRlwcnCdP5iYjpqQIlkc3HIcOgfuG9cidOAkVN2+azN++Qwd4HjnMTUYUGaap\nywNcH07uxEjYNGwI9y2b9SapCqavqIBsxkxAoYDnwQOCa/7o8SoVClbEo+LmLXifeF9wPRvDKNr7\nJkqOn4DPmVOwDuT38RjWVemnn6Jg1Wp4nzgO2xbNq/ZtcKyakF/5A7LoGHjs2gmHvn1M8trJt9HR\ncJk+zfAIeby2TmvV5E+mJfAmexIRChJXouKPP+B98gNYeXjofvi3TA4lIiWA2QC+AXAbwEkiEl7H\nwRL/ybCIjmEIGHjad+wIz7ffQt68BSj//gc+bxA2QYHwOXMKpSc/RNHuPQY4n7dydITXsbehys1F\n3tx5esIjOGveygpumzbCtmUL5IRP1BMesU7TGrHT4TJlCnLGjIPimfC8F91wHDIY7ps28IRHLH/7\n9u054Zk7X0+chXhVcTF3c2zUCO6bN5knOHEzAJUKnocOmi04lbfvcIJTo4ZRHgCK9uxFyckPOcER\nGUihG6X/+x8KVq+F9wkz3SEuX4YsZio8du+CQ+9eBgUmHq94+pQTnNjpcJkaI3CQ+peeqrgYuRGR\nsKlfH+7bRdwbdBJoRfn6DXh/cILvoPE3iQ6XNX1FRE2IqBERbf5bdmKJlzYsomMYRm6B2lYxAAAg\nAElEQVSqXkffRt6C11D2zbf6Hwr8UrUOCID3mVMoPfMRCnfyl1o2/HXLHB3h9fYRqAoKkDd7Dqiy\n0jjPGNw2rIddSDBywiOgKigweWgu06bCZWqMnvAYPnnphuOgQXDfsokTnhs3TB2yWnje4oTnB4Gn\nQqhvjpGTYNOocfUEB+CecMTsiDS8SoX85fGovHsPXsffExQcw2MtemM3Sk+dFhUcQ7704/+hYN16\neH9wHLbNBATHoG7kly5BFjMNHnvegIPAvAnDqlQkJ3OCMyMOLlOihA5TTxRURUXIDZ8Im8aN4f76\nFuE61TkGUqmQv2w5Ku/cNf4U+II0x5zJoIyx3Yyxh4yxa4yxNjrvH2GM5THGynXTM8Y8GGPfMMbu\nM8a+ZowdqGb60YyxW4wxJWMs1MT+MxljEt1jYIy9zhi7q+Y/Yoy5PscxrGWMXVfz3zHG3q5OGXQ+\nX8gYUzHGPJ+jDKsYYymMsST19omJMujfCLjP5qjr4iZjzOSPiH9ddJ7jggypTtrnCpHmDru2ofB6\n5yjyFy1G2VdfaQohylv7+cH7zCmUfXoWhdt3gIi032OhmzxzdITXkbegKimBbBYnPMaGezLG4LZu\nLexCQ5EzQd/3S6zJxiWGa6rJGT0WiqdPTQ4ndRw4EO6vb0Zu5GRUXL9ulAUA+/bt4Hn0beTN5z8V\nck84GsHZaJ7gxMYBjMHzwH7zBGfZCiju3xcVHN1gjKFw1xso/ehjeJ/+ENb+/ib50o8+RsH69fD+\n4ITgsGYAIB0Zkf/+O2RTp8Pjzb1w6NlTpOBVTzoKqRQ5Y8ahxpzZcImabLQ8YAyqwkLkTIiAbYvm\nxutULVKkVCJ/0WIoHj40Xkci1091g1VNBh0AoAWACYyxpgbMIAANiKgRgFgAOhPFcAxAEQCpQfpl\nAL4joiYAUgH0rWb6mwBGAPgJQBcj+z8KYCC4od7aYwBwF0ALIgoB8BDA4ec4hteJKFidxwMjxyBY\nBsZYU8ZYTQD9ADwBN+G2umUAgB1EFAogHoCtkTIMgEEwxsIADAPQiohaAdhmyPDi3+xQAid6mk5F\nW3Cdik0NmEEAPlf/3xHARXPT6uRB5oREIqWI4E409FXhUT6akF+/TmmtQ+jOkaMU2WMADe5rfJSP\nIiuLMnr1putLl5OjPbeA2PgpceI+XuXllB05ma6OG09+Pn4EgAaPGGfU9ytv5Sq63DOMGqpHr3Xv\nM9C479fRo5TeoRPNnjKFAFDj1u2NHkPp119TWusQWj93LgGgWvUaG6+jP65SWqtgOryYWyTO2yeA\nIlp3pD9jZwgOEddElfeam1n+d7qj1yZ27UtX+g8QHNmnCYlEStZW3Oi18F6D6HKHTqRQD+oQ411d\nuMEfw3sNoostWlLF/ftG+UD/IG7wRM/+dLFxMyr7+RejfJNmrbjRa52606WWwVT8/nFRXpNmQt1m\nNHTcNIpo2Z6uzZ5t1M9OIpFSRKsOnKdg5950ZeAgwWH3unxkt340WD0qUyKRGi0PEYkOJAA3Wu1L\nnde80WoADgAYp/P6LgA/nfQ/Arihmx7cZFIN8w6A1Oqk12F/BHBGbP/q18MBFIodg/rzB9U9BoM6\nuAjgk+qWAcBpAK3AicnR56jHVQAWmjoP6td1NOl13vsQQG+hcy+2/dtPOtrZyURUCUAzO1k3XgXw\nLgAQ0SUAbowxPzPTmh1a77Xe8yDxDDHq42XXujUKX9+M8F3v4FbbKCTX6mqUt/bxQdG2rYj6+hIq\nrDg7l+toKu7jZW+PwvjlmPpYhkJwljR3lTWN+n7JJk9GnNwZ2VbcZMx7eQyj4paJema5REUhZ/Ro\nnDz7DQAgW25n9Bgc+/dH/sLX8OapcwA47zWjddQ2FIUbN2D9BxxfrLLBnT7zMe1ZEZKfPBUsk1Sa\njPlrdwIAysnKLP+7yYs4pwIlMdzuEIM4a288yc4R5cfOToTGZ/pW89GY4VEPT0uFZ9tr+FJw5+xO\nQDfO/85W+IlLw+eTAwDggXNTzKrZEukCE0l1+UwFd46fWAdipmc9ZHXpIshr0gyLmovfmvbCE4+2\nuD80HlMl+Ub97EbFLcPVkJHIaPwq7vWcizjmiSdZ2Ub5K/X6IKtN+IvwXhOaDGpoqW7IpOowQQDS\ndT7TpPclokz1e54AdB/ZzEmvG75G9g8AfgB027sN84gGUPwcxwDG2HrG2FNwTx9vVrMM3QA8IyJN\np2vA85QBwGzG2DVwP/BlOoxhGYSiMYAejLGLjLEfGWPtTPCmHQkYY3MAvE9Ewk6Wfy3MmZ0sdtG+\n0JnNYt5rK8Oj8UZoc665QbsB66/dBesbx+fHTsKuFmrHAPWQdBBh9Z3HQK/ZUF7jmpwkn76O5pO3\nI3FUBHY1qg1ofjmomzVWPnoG9J6HsqvhAIBnPxyF+7Q3kTh8PHbWDdBymjQrn2TAamg8yg/GAQCy\nk75CsU8dLBs8Envq+ld1HGiaTYiwOTUH5Y6uAFKRd/8CyvPTOO+yoaOxI8BDnwewPj0Pco9aQIYU\nxc/uVHmdabzCDJpk1mbmQ167FZByF+W5z3T4kdjhy1/6ISGrABUNewL4GoqSPLP4ys6TwXmvVejz\n/h58PjMfyoGLgS/eBwA8OLUGzSZuQcKQUdzx6jU1MiSky6AcsAgKNf/ki91oPmUX53MW5K1jLcT9\nSUzJhrLfQpR+eQIAkPrTe/Ccvo/z46vrX9WUqbZGSpSmQdlnPgq+jgQAZP3xGfxnvoXEEROws2Et\ngDFemmV3Jbj/+AEUJXmwcXRFyNxjnJfa6EjsatFAa4uk4Zdfv4t7z9JRlntG66XGgsdg5fgo7rrW\n2jup+UvXcC/5mR7/Ir3X/sZ4Me2B1QzGWDw4MRBYDtZ0EFECgATG2B0A8wB8ayKJJmwBtAMQ/jz7\n1Yl9ANYSETHGHgCYW40yAJyGeBBRJ8ZYewCnANQ3lcBU+IEz5UsC8DaAr9WP0/9WPFf35urVq7X/\nh4WF8YzwxLzX8jz84NCnj94XGWDISy0Q9F7L968FpwnjdW5gXJr8Pe/o+XjJ8zM5r7baDeAya6qW\nYxqvtm0H1T5eXFUrSvI5vkFTuC6bWWXUCK5cBZv2wtrOAcxa8yuc815LVbf1azjdvwVrdoL9cVVb\nJq13WfNgeK5eyLupFq7cBtyT8PlWbeC5brH+PgAUJrwOPMsX4EPhuYHfBVcYvwXKgvJq8YoSAW+3\nVqFV5dEEEQoTt+p7r+Wqvdda6PjfqVkAKFy9Xf+cFXLeawVNW8F95Xw9FkQ8fz1FaYHWj89t+SxN\n5to0BZv3QZ6fDlJyoxWV8lKOr9cYrvOnV/XLca1XABFSlq+HopQbNKIoK6ryUguqA+eJEVX5q7dn\n93eiLPcZz0stzzsADgP6a39Eafk/7gjyht5r58+fN9fFOBWArg9TTfBv0KkAaokwqQACBT7LZIz5\nqZ92ZOD6K6qTXjeyjOwfADLBzSnS+5wxFgVgMIDeAN54jmPQjasAehphDMvQGoALgOuM+2VSE4A3\nuCem38wtAxHpPvJeBtDdRDkN4xmAjwGAiK6oBzR4EVGuWAKTokNECYyxRAD9AUwBsJcxdgrAESJ6\nbCq9ifgrF6SdGWm1oSs6QiHmvebvXAtOI0fweP/vf0WaoPdaEBwH8Prb4H/uG6TZBABW1oBKCQdP\nznvN18kfDj168Hi/Dz/hvNdsHaCqLIe9my/HO3jBvgP/gc4vyIfzUgtoqOe9Vq9uHdgFBwses1+g\nN5wDGlV5r+l4l+nOO9HyAV5wKbCB7NZ5GHqv2TZpwuf9PeGsqPJM0+MbNRLknRy8zeJJpYJ7ajIc\ngjsK8wblISJ45mUhtVYAtN5r3jq8wLBnL3kxUmsFgFnbgJQKrfean3Ma7Fq35vHeNsR5rxmcMz/n\nNNi357c6+Li+jVT3AFg71oCyrAi2NTzVvJ+g358yNxdBsmzYOLlxTzpONaq81OoGwrF/P/1jrqxE\nrYT1gt5r/g1qwWn4cN4+6hx42yzvNcMfbmvWrOHlpY4rABoyxuqAa94ZD64jXjfOApgF4EPGWCcA\n+TpNZ1cA1AVQzhiz00nvCSAKwBYASgDlAFCN9LrxM4BJIvsHgBsA7AyO4U0AiwH0ICI5Y6zax8AY\na0hEj9RMMdQDu8wsQy8AHUg9x4kxJgXXRzMZwOFqlMGfiDLUTCnUmiBSBp1futr4BJzo/sQYawxu\nIIKo4AAwfyABgGAAu8B14O0H8Ce40Rd/ZSCBydnJ4H5JaAYSdELVQAKzZzbDjIEEEomQ91oY3ftM\neFEzQb51GN3azZ9VrsvbuHgSAGoes4fatOlD1+bME+wE1vAuNZsTAGo4agWFth9Af7w6nFRlZaK8\nd+u+BID8O42i4I4D6XKXrqTIyREtU2AjzvHAJ7g/5x/XOozunxd2X5BIpFS3FWeb496oQ5U/3Sef\nivJa77XAJto6vfPOO6K8Wd5rSiXJFrxGVwYOpOA+5nmvFWx5nS537kJtB0wgZm1LAKj1nGOivmLF\nx0/QpZbB1Lb/eLJz9ycA1GzydlG+7Mcf6WKT5tS2zxhyqd2SAFCDkctF+Yq7d+lii5bUtucI8mzZ\nixuc0SdG3HstO5syeveh60uWUeD/sXfW4VGcXRu/Z+NCPITgLgkhCcGLU9wtISGECBIIwSWUUqBF\ni7sUd2kL1Iu3UJwgEXyDRnezcd3d8/0x6zuzG1pa2u/dc11zJTt7z8wz88zOPXLmdxqwbLfKLQfw\ns9RKS0kUGUV3hgwj/+6BFWKp5a3fQDcCWpJft2Hvlb0GNvPqMdgsrzjFuPEAxmloNil+z/cBNNcY\nfxiAGIAc7G2sE4rx08A+6H4M9kXTHe84/RawV0jFYA/iLw1MnwqgTDF9BtiH8E8V830JIF4xv3dd\nhztgHwvcBfANgF3v0gbN7QhACNaI37UN1xRtuAfWQIy1oRTAKwARivEWAA6AzQa8DaAT336gmpdR\nAXuf8Q6AXwEMB+tkAOvKz41NX4H5/5UdUm9anmUY/MEoQyhMoZH+7ajfgFCKip1Fyfv2U6qPL5Xe\nvsOrH9W5N/XpxlZYfHzxEqUFtKSCw0d49XbWtgSAgsLH07P79ymjbz+SzPuU13g8PTwJAPUeFEjP\nnz4l8YSJlBUcQvKiIk59g4asSbXv2pOePxdS7oovKb1rN5JmZXG2aerUaQSN7LXE9RsoLaAllT19\nxqlfvnwFe4BUZK89PHyYUn18qeTmLU793r3a7LVHP/5Iqc38qOiXXzj1RtlrUillT51GmUOHkayw\nkOLj7xIAsjDAXstdvoLdBiKRIntNQABodPRUbsM5cJDSWrSicqGQzV6zY7PXhoVGcRvO+QuqbSAU\nqvus18Dh3IaTnEypfs2p8NQpEgpTqGEjbwJAH3XpwW04mZmU3rkr5a5cRXK5nOLi4ggA1W3iy73O\nJSUkCo8gUUQkyUtLFRVxW1C/oeG82Wi5a9ZSesfOJE1PV1TE7UZ9ewZ+kMqhpuH/92BcACwCUIvn\nu/8EM6mipkNElBUcQsUXLqg+F587b/CgmvPFYsrbvEX1ufy5kNJatKKCAwc59dVdXQkAvXjxgoiI\nZLm5lNG3P0ni5nKmEndu0YIA0NmzZ4lIUUZ5YgxlBQWTjMN4IoODCQDt2MGyuuRyOeWuXEXpXbpy\nGs+iRYsIAM375BPVuIKjxyi1eQtO49m9ezcBoLDhw9Xb6OJFxTa6qaf/5RfWRD5u3UY1TplyzmU8\nBtlrUillT5lKmUOHk6ywkIiIxGIxASBnHvZazrLllN7tY62rPWsL9kqniGP7Few/QGktW1O5UKga\nV9+TNZHHHKnSqv3j1m3VuC4tW2r1mWaUJSYpDEd9dRgVEkIAaDtHCWFpRgald+pCuavXqMZ9+eWX\nBIBmTJmiv86KdHtR1BitVPOMXr2p9O5dfb1y/+jclaQZGarx2dNnUMGhw3p6vjCZjmmo6GA0ZZqI\nFpCi4BLHd///mEk6GBzrbl3hvGEdsqPGoPTmTe5pSD2Bed06cDt+FPkbNqJg336O2euw1xwc4Hbk\nEMqTkpEzdx5ILufUqz6bm8N5/ToI3N2QHR4JeXGxYT3DwGHmDNj06wfR8CDIsrIM6gHALigQDnNm\nQxQ0AuXPnul9rxvWnTsrttFY3m1EGhvVslkzuB7Yh5zZceqXbI0EyWSQTJ8J6Zu3cN2/FwJbW8N6\nIuQtX4GSc+fgduwozFxdjS6jcP8B5G/cBLfjR2FeR13/RqN7taLk3HlIpk2H657dsGoRoLVsrihL\nTIJoZCicPl8E24ED9L7X7QtZRgZEw4NgM3AAHKZP05+/LkutpATiMWPBWFvDZesW7ZdpiUNPhPwv\nV6L455/Zl2M1axAR/W0YHFP8b8eHfk/n3xccPzTrzp3hvGkjsseMQ+m1a/p6nYOMeZ06cDtxDAVb\ntqJgz15tOUfynaBSJbgePgjp48fImROnZzyA9oGMMTeH87q1EHh4QBwWDnlRkdHVcpg+DTYD+rPG\nk5lpVG8XOByOcXNY43n61KjeunNnOG9cz24jDePhIx6ojGfOXKPGozQcWWrquxnO+QtwO36sQoZT\nsHcf8jdthtuJYzCvXZtTo7kuxWfOQjJjJlz37eEs2qerL0tIgDh0FJyWLIZN/3567dUNWVoaRMMC\nYTt0CBymTeXUa86fioshjoyCwN4eLps3grHQL++txV4jQt6y5Sg+e47dRm5uHHrO1VJFVFQUPDw8\n0EwnqYIPi8IwzFwFWeQhwzAfuJKYKT5UmEyHKzgOAtYdO8Bly2Zkj4tG6ZU/1F/wHFTNa9WC29fH\nUbDjKxTs3MWxCO1lCOzt4XpwP6TPnyNn1myV8fAdtBkzMzivXQ3zalUhDhutZzxcBzKHaVNhM2gg\nazwZGUb1tsOHwXHuXIhGBKP8yRPOdmiGdadOcN60gb3iuXHDqN6yWTO4HtzPGs/PP3NqSCaDZNqM\ndzOcZctReuEi3I4fhZmLi9F2FOzdi4Kt21jDqVWLa65an4rPnEHOrNms4fj7c+i1o+zBA4hDw+C0\nbAls+vbh1Sn7WpaahqxhgbANCkSlybFG9fLiYogjoiBwcYHzxg3chqPRv0SEvMVLUHrpN35T5ru8\n04iIiAj8+uuvum3qDA4sCsMwTQAEAmgC9iXELYwxBpMp/l+GyXR0wwBLzar9R3DZsQ3ZEyai5Pff\n1V/w6M1r1GCveHbvRv52Zelc/kUL7O3hemA/pC9eIGfGTJBMpvqOyxQYMzM4rV4F85o1IR4VBnlh\noVGWmsPUKbAdMpg1nvR0tZ5nHWyHDYXjJ5+wxvP4scH2AIB1x45w3ryJveK5ft1gWwDA0seHNZ65\n81D8E2s89oq7QkrDkaens4ZjY7hkMhEhb+kylF68BNdj/Iaj2faCPXtRsHW7AcPRjuJffkHOrDlw\n3b9Xrzw01/zL7t+HeNRoOH25HDa9e3Pq5XK1Xvo2FVnDh8MudCQqTYrh1GvOX15UhOzRERC4u8N5\n/Tow5gbegmAYEBFyFy5C6R9X4XbsCMxc9F+iVSzE6O219u3bw9lZb/oJAJYTkVTRViUeYiDYMgZS\nInoBNvnnvZWpNsV/KD70Q6V/YsC7ZK81b099+480mLVTcv06pfr40sPDh2lUlz7Up+tgg/ryN28p\nrd1H9ODzxWRva0cAaHjYWF69srBb/OgIqlqFLZXcc+AwfvaaTEbZM2fRrR49qWHDJopMqO4Gs47y\nNmyk9PYdaer48WxKdtMAg+tQ+O23lOrfnJbNnEkAqHrtBgb1xb9fptSmzWjn/PkEgNwqexpmtSUk\nUKqvP+2aPpNqOoJsbStRaJsudLtvf86ECWVoZq+N6tybbrbvyFncTBlCYQoJFNlrI3sMpBt+zan8\n1SuD+kp29gSABvfoT9cbe1PpgwcG9VUqsynWPbv1oeuNvano1zMG9Q2Ufda+K91o3pzytuknFGjG\nzJmz2D7z8qORvm3obkQkZwFAzWWM9AqgfkMjaFTHnnSzSxeSSSQG9aFtu1LfXkFGs9devHhBPj4+\nqkQCsOm/C8GyxC4CCFCM3wgghNS/yZ0AhtA/fCwwDR9+MF3pKELFXusUgxS3AINcMavWrZH3xecI\nXrYdiX6j8KJWB4N682pVUbBmDUZ/cwElArYWTALDz14T2Noi74tFiEp8g1yBPQDgiawGP3tNIIBk\nQjTG5wogMmPvzT/JNTfIXqsUOwmZ3T/G4W/Zqwux1NrgOtgOHgzJuHHYePAkACBHbmVQb92hPfI+\nm48v9n4DACiQG2a7WTZtirwVy7Dq+H6cGA44WZUjqe04jJc74GV6hp4eYPssfOZiAIAUDBL9wzDB\nvjpe8ZR5UPaxnNgz+IRGgzCxckO8lsoM6osZ9tIr2aM9Yqp74609N5lZqc9l7AAAT+28EOPZGOkc\nL8Jq6rOILS3wwqwaJtjWgKgH/+OOlJQXOPDtDwCAPNtqeNw7DmMzyvDiFXeNJBV7LWA40uv3x8N2\nEzDByhMvJTkG9bfr90CGb9CfYa+psCgAZoMFUr5TMAxDpuHfM7xr/xntX8VZx//rYBiGjK3nmMmz\nEW/eXI+l1vTuPmzs3JY9O5MTlJiRyb/dQGKLCD29981d2NDWX40ikctZ/c0HSGozFnfXsi9DWzlV\ngVfEWnhf3a7DdmOvPqfee4ik9hNwd91IgOQwt3OGz7gt8L68Beua1lffDlPqk57jcY+ZSNgRg9Ls\nt2CJAbXQ39MDm73raenZv4SpT17idHY+Cl4lAgBsPOqgcchSeF1Yj7X1q6t0ypj2/A1+ltogO+mS\ntv78Oqyto0HYUEwzLSUN5x1qI/2PY9r6c2tZfhyAPa8f45U0Aw6WAjwvKYV1JTPs65WLkG+A9FIr\n2FauCybzFTrY1UBEjUZat3ympaQhvkUQHu6Zzt8ejTtE04SpSO42VdUHNu610Dh0ufb6akw07fkb\nJHeZrNdnXpc2Yl3DWup5K9BFUx+lILlTLO6uCwGIYG7vAp+xm+H1+2as966vnrVSn/gUSe0n4t6G\nUSCZFGbW9mg24St4/7EN6/2aaKOXFMPEm/dx4t4tyMtLwJhbIWDGEYARoPHvG7GhjZ+2HgwmXL6J\n756noFj8Ws1SYwRocnUrNnRuo4VeAsMg+uzvOP3oqZ7et/APTvbay5cv0b9/fyQkJICIGIZhfgKw\ngoh+YzcN8xTsS91j2V2DLdrGMMwvABYQC/HVior8Xo3FwoULjVJI/s7plbet/8p6fOh1ANj1IKL3\n+uytIuy1/4ngY6+JzW0h8KgMMAKtH6fY+iEne01i78xiZ5RaAftX8jhNh+OVyepdq8C6+8daBwow\nDCSpeZwcr5wqNWAbFKihBwAGOZv2sew1VT0VBXutUSN1qWMd9lrOmp1gJOoaOcp1yK3TEA7Txuux\n13K/3AY8famvV/LgNINhkLtsM5BaoK+v3wQOcycBAEbn52PhskmYHZAMJ2v15IeHAkApJMUPEfiD\nK0av3gKHSvZai8hdthnl+dn681e2R+cHr2SdqfQK9lpunYZwmB6t2Gyk+pu7agdnn+XWrAf7CVFq\nvWKanHW7uXl5VWvBdmQIoMNFk2Qd1GavlRSy+4R7VVj36a2jZ5f16lYS5OUsn46kpWqWmoMrLAMC\ntOYPIrz67SYnSy3byh7m1aopElbU839ZXFoh9poylLdMNEIXi2JJRGKGxcQcYhhmDVhYb32wrC9T\n/I+FyXQUwcde82xSD5Wio/X0ng8eI42T1VZbAV7Ujip/3EGquScYgTlIrsHxsq0B28EcbLdzl5Fq\n7gmBpQ3kZcVq9pqNJ2x69dLX/3AWGWUlsK/eBCWi1yr2Wt2G9TirVQJAla9/gF1WqR57zcPOA1Yf\n6eP1PWqchH2xLbKTfoMme83DrjI3D656Zdgx6isgLb2CReYBYFnzPzAvvDuWNL6tZTySYmDQ2bqo\n2b4vPHRKPBMRnLMzYOPVjnv+HO1xKVmOt07qyqA2btXV69uurZ7edfUWvHXi6DO7KpwF2dx3HkSq\nFnvNQ6HX56IBQOUTPyDVyRNm1vaQlRTAwsFVsQ9V53yPR56XhxqfLcUtOydIC3NgbuuoZqk1qAW7\nEG2kGMlkqLllJ+5xsdca11WfjGhEne9+5dTrstcAICQkBJcuXYJYzKK2GIaJAAsF3sMwTAJYZEoY\nABBRMsMyG5PBYlgm/uXLGVP8N+NDP1T6JwZUIJFAKORmqT0+d67iep/OlLxrj0G9pWNlAkBNwteQ\nv19Xuh/3iUH2WqVaLBut3uA55B/Qg+4EBZO8rIxX7+7XkwCQR6tB5NuyB93s0pVkOTm8barakOV4\nuTXrxrLXfLvQk6tXefW1m7UlAORYr6VqnR/zPCgXClOoQctuBIBsPRuqWW3HT+hpJRIJxfasQ7QA\nqmFo6yrk1z2QE20jWbCQbnbqTL5dhxIAMrOy5WWvERHlbd1GN5oHUECPYIKiiJvv5P28+sJTp+i6\nV1MK+DiILB3d2T6LWMurL7l+na43bEIBXYeRXbXG7IP+YZ/y6suFQrrh40cBHQaRi1dHAkA1e4zn\n1ctyciijbz+6N2kSVanPst2qtB7Cz16TSkkcO4Vu9e5LfhVkr+Xv2UM3mvmTX9eh75W99q5DRX6v\nxuLixYsfdHoorx0/YBv+6vRE77dflcMHN4R/Yqho5wuFKRTaogP16xdCUbGzKGnrNkr1a05lScm8\n+rCufalP10EsV+yXXynV158KT3/Hq1dmQg0bNYaexsdTerePKWfZcl7jqerJVqHs0X8oPX/0iBNx\noqlXVqFs1/ljev5cSJL5n1FGn768xjNjBpuN1qBpc4qKnUUJS5ZRWpt2VP76Nad+5cpVWtlryV/t\nolRffypNSOTU79u3nzU1dzZ77dE331Bq02Z61TRfv35NG4ZVoQcTzah3fdC98aDPe9jS1avXtHTK\nKqkZvfuQTCKhO3fi2ew1C0veTKu8rVsprV17kr5NZbPXGDZ7LXziNG7DOXmS7fUiuWsAACAASURB\nVPfkZBIKUzQyDsdwG861a+w6/fYbCYUp5OHOZq/xVXstfy5kGX0HDpJQmEL1G7AmxVftVSaRUEbv\nPiSZv4DkcjnNmDGD7TMf7oxDeXk5iSfFUlbgCJIVFZFQmEIhTZpT/2GRvNsof+cuSmvdlspfvmR/\nB226UN8+Iz4Ie+19mM6HjvdhOv+GMJnOP7ATiyIiqeinn1SfC0+dNnhQzV3xJeWuWav6XJakgDme\nPMmpr1dFm+MlFYspvVt3ylmylNN4erRrRwDoJ0Wb5CUlJBodTqLIKE7jGT96NAGgLVtYHpxcLifJ\nfPVBWjeWLFlCAChu9mzVuPyvdrIHII5UYiXAM3ToUNW4ou9/UGyjBD39mTNnCAB1bdVKNa7k6lU9\n41n3xRya0c2dPokNJwDUrGolmtHNndYvnqvSaK2LwkRFIhEBIGc7O71lExHlbVEbjjIszcwJAJWU\nlOjpC7/9ljWchw9V42pXZq9Onz9/rqdXrctvv6vGdfD3JwCcZ5plT59RavMWWlDYUcNYUvbu3bv1\n9LLsbMro2ZskCxaq9o8vvviCANDcuDg9vby8nIXCjgjWgsKmd+1GZcncJ0/523ewJxoa/S2eGEOF\n33zLqecKk+loh8l0+AdTyrRu6LwQZztwAJwWfwFx6CiUJSTwTKQOC68mcDtyCLmff4Gib741NnuY\nubjA7fgxlF76DXlLlip/dHqhHM9YWcFlx3aACNnjo0FlZYb1DAPHRQtg2bIlRMEhkOdwp8pqonfs\nx0TBfuwYiIYHQfqaOxVXs502/frCacliiEPDUJaYyKnXDKu2beHy1XZIJsag5PIVdh52DohcexbB\n42YAAKTmzohcexY29g6q5eUuWISy27fgduQwBI76lUR1I3/LVhQePAT3r4/DrKr6WQ7xFJks+vYk\ncr9YDLcjh2DRuLHR+ZdevYbscdFw3rIZ1h3Vta/4+rD82TOIgkbAYdYM2AWP0Pte98VeWbYEoqBg\nWLVrC8cFn3Fy9TSDysshmRQLeV4eXHfvAqP5Mi1Pm/K3bkPBvn1w+/o4zGvU0P7SxAswxd8QJtPh\nCp3fp02/vnBatoQ9qN6/r/0lB8HAonFjuB09gtylS1F04mvuRWhMY+biDLdjR1B6+QryPv9C6zsu\nwgBjaQmXbVsBMzNkjxsPKi1VfyfQ71KGYeC4cAGs2rSBaEQI5BKJ1ndcYR8VCfvx4yAaFgjpq1dG\n9TZ9+8Bp6RKIR1bMnK3atFEbz++XMW7aJ/Dy0S425+Xji7FT4tSGc+d2xQ1n8xYUHj7CGo6nJ6dG\nc12KvvkWuYsXw+3I4YoZzpU/kD0+Gi7btsK6Q3uj8y9/+pQ1nNmzYDdC33B0Q5adDXHQCFh16giH\n+Z9qc9Y4DITKy5E9cRLkhUVw3fmVtuEA4AJ+5m/azJryiRMwr1ZNR296xm+KvydMpqMbPBgcm969\n4bRyBcRh4Si7e1dbzxEWDRvC7dhR5C5fgcJjxzTk3HqBs8J4rl9H7sJFvGfLqvlYWsJl6xbAwhLi\nsdrGw71aDBw+mw+rj9pBFBQMWbbEoB4A7CPCYT9hPHvF85ITNK4VNn16w2n5UtacK2o8O3dAEjNJ\nGyukEazhLERZ/B24HT5UMcPZtBlFR4/B/cQxXsPRjKKvv0HukiVwO3qEswKqbpRcvoLsCRPhsn0b\nZ5afbpQ/eQLRiGA4xsXBLihQ73vdvpaJxRAFBsGqaxc4fDKXn7+nfBekrAzZEyYC5WVw3bkDjLU1\np16rlPi69Sg6dhzu35zQugrUaJRRDA4f8FPRthkMW7rYRWOcCfhpCpPp6IWBH5pNjx5wWrUS4tER\nKL19R/0Fj0FY1K8Pt2NHkb9yNQqPHNX6jstUBE5OcDt6BGW3byN3wUItDZeesbCAy5ZNYKytIR4z\nDlRSYmTVGDh8Og9WnTpCHDQCsuxsg3oAsA8Ph/2E6IobT28N43nwwKjeqnVrhfHEouS337S+IyLk\nfrYAZfHxFTecjZtQdOw4i+qvgOEUHj+B3GXL4HbsKCwaNuTUaG77kt8vQzIxBi47tnGmWetG+ePH\nrOF88glshw8zqGUYBjKRCKLAINh07w6HuDmchqO1X5SVITt6AiCXw2XHdjBWVtwz15gmb81aFJ88\nBbevj8OsShVDDTLYXi7gp2I9qgPoDraqpnLc/wzwU65xq/rx48coLy//gK35F8b7fkj0bxzwLtlr\nLTtS377BhrliikqRj06dorBu/ahPl4GG2WuKwm6Ja9aRgz1bhXLoyEh+9lpODmX07U/3YiZR9ao1\nCAB17zeEn71WVkbi8dF0e+AgatyYTadt26kbv14up5wlSym9W3eaMWkSm97r7W9wHQr27ae0lq1p\nxbx5BICq1apvUF/088+U2syPdi1erJW9xqcvuXGDUn186bSiQJm9vSON6tCDbnbpRrLcXM5piEgr\ney2s+wC62bI1SdPSePVCYQoJWLQHhfYdRte9fajs6VODemX22tA+Q+h6wyZUcu2aQb2HuwcBoN49\n+tN1r6ZU+C3/A3mhMIXq1W9EAKh9p+50s01bVYVQvlBWe23g04JCA9rTncAgzqQSzWWENPanfsOj\nKKxbP7rZpi1JMzMN6kNbdapQ9poue43Y39sJAD4AUgC4KMbFAZijofkZQGv6C7/Xf2u8fPlSlUhw\naNUqSkpK+tBN+tOh2a/vazBd6ShCycFKaj8BKZVbGuaKde2C3E/iMGL+WiQ0G4kXtTsZZq/VrYP8\nNaswau9plJizaP5EQSN+9pqjI/KXLUHE1UfIMWfP7p+iJj97zcICOTNnYFxqMbIsPQAAz/KseNlr\nDMPAYW4cMvz9cfDE9wAAsczO4DrYhY2CeMQIbNhzHACQBxuDeptevZAzfRoW7zgCACiAYfaaVatW\nyPt8IWZuZ68ISxlzJLaIwAQrD7wUc1+RpaS8QOSsJQAAGRgkNA3GBJe6eFXMfcWny157UK8fYqp6\n4Y0Z9zvSSn2Jgr2W5P4RYmo0RaoH99WBUp+n5OXZNUWMewNk+HGXP1DqxYwTAOCFRS1EC9wgHjqU\n95ZaSsoLHPmOrT+Ub1sTj7rPxPgCC7x4m8qrHxodh/iWQUiv2xfJLcdggmNtvCooNKi/3ag3MnwC\n35m9xjDMAACviUj3/mo1AJpZKW8V4/7fBWlcVbqlvDB6q/x/LUzsNUXwsdd8ko9h08Ce7O0JBUcN\nRJj0w1kkNA3R198/iA3dO6hvZyj0seeuINE/TIPj5QGviHVoemcvNnRspYcvmXzlNhJbRmqw15zg\nM24rvG/uxIbWfmqtYhmTbz7Ao06TkfhVLErE7G/bxr02BtSugS0tm+m1BwCm3H2I0xkSlkgANbvM\n+8pWrPNtpD0NgKkPnuCnEgtkJ17Q1v++meXBKUMx2dSkZzhvXR1pfxzV0nv9vhnrvOrp9cHU5Oe4\nWrUlUr5fW2F9vM9gPNw7g789GgfvqYnPkNRhoh57zfvKFqxrpvEsRzHN1PuPWf6dss+cPeEVvgbe\nV7dhvb+XNlaIYTDlThKS2o5TsdcsKrmi6ZhN8L7+FTa0aqbDRQMm37iHpFZjcG/9KJBcCjObSmgW\nvQNNb+3Ghg4t9bhrAIMJF67g+M0rkJeXQmBhjebTD7MstRs7sLF7B1V7GIYBBAJE/3gep5If6bHU\nvOJ3Y1P/HoBAoLWM8V9/j1P3E/8Uew2ALViydHciymcYJgUsZTqbYZiNAK4R0WG2icxOAD8RkV6K\nJ8MwtGDBAtXnzp07ozMPVePfGC9fvkRtRSHAX2MmodqEaHh7e3/YRlUwLl26hEuXLqk+L1q0CGRi\nr/09wcdeExVLIc/K0vtxisoZTvaaCBZgrK21OG1gGIjNrHU4XlkozU1nGVi1aukcYABx/FMd9lqe\ngu2mYGwpdMoDmORxGswsrbXSXIvFb/C6fn1Yd+umpVUewCSvc4EMfXZZTuVqsB00SEMLgAEkmQcB\n4Vt9fdVasNVBsAAMJJv2gTKL9PS5VWvBblSoXh/kbNwLWQkHq82AvryAo/3K9uicaEg27edkr+V4\n1IDtkCHsSA2jlaQd0u6z3AwFL88T1j17qPWKSSRCkRZ7rbxAwuod3WHZto2WFkSQJL1m2WtyBXut\nuIDdJ2wdYd6ggd6JCIjwsqQc8nI2aUReXqJio4kFVhDY2QHKW1SKNrzIL+RkqYlKAXlurtbJFMnl\nSMmSvBN7TSfqAagN4L7ieU11APEMw7QCe2VTU0NbXTGOM/4qqNIUfy50DX7RokXvfRkm01EEL3vN\ntwkcP5uvp/dMm83JXvP0bgCHqVP09U9eIs3cE4yZOUim5nhVsasL+zFR+vr4ZKRpsdfcFay2mnqM\nLYBlu2WUlaBSzaZa7LV63o1hO0Sf7QYAVc5fgX0uIf9lgg57rTpnhcsqP19EJakjspN12WtVYcOB\n46/yw1nYW1oAN9hyCFr67h/r678/g+c57qrPxvSuX26ATfWa3HqO9rht3o1ULfaaUl8NNn30C6y5\n7z/O6gVmgFwGa5dqij6roTZlTf2pX1j2mrkV5NJSWDl5KPQ1YRcUpKevfPEqUit5wszaDrKSQlg6\nuCn0dWAfEa6nlxcXo8amnbhl6whpUS7M7ZxUbDRPr/p6VUaJCLW++YGTpebZrBEc532it4y6d5Jx\nP7Vi7DXlMpR3EYgoEYDq3qPiSqc5EUlMwE9TKMP0TEcR86ZNhNnjH9nbOeEr0ThkKXBhB+YE6oMX\n+fR0bhtmtuW+f6/UWzpWBgDU7jsFuLADUyo7GdTbV2PfGanWMRT4bRdiiyRaFUU19XjwNZSXOh4t\n+qFhzfqY/DZFr5S15jQC0SMAgGvTLop1/gpxo/UPkCp9GvuekkO95uw6n9+O2UP78etfs+R6W88G\nim20HbN6duJf5xds6rSVkwcahyyF2eMf2XXTibw1azEpXwTBIzZ7yszK1qC+8PARTEx5DEHSaYAx\nAwA0DF7Eqy85fwHRD25D8OBbWNixfVR3wExefVlCAqJv/wHB3ROwqVwLAFCz+1hevSw1DdHx18Hc\nPAKH2mwFUs92w3j18qIiiMPCEdfcG65V2Ech7r49AEYAPPhabxoiNtV8uqUcjXxbovHIJapbZVx6\nACg6eRKTUx6ikXfzCulDQkLQrl07PFGUMlcAP7WaAcUOSUTJAJTAz59gAn7+78b7zkz4Nw54l+y1\nVp2obx82ey1h5WpKa9maylNSePVhH/enPp3Z7LVHp05Rqo8vFZ+/wKt3rORAAGjIyAh6cu06pbVr\nT3lbtvLqq1erqcheG0zPkpMpc+hwyp4ylbNSpFCYQo29WEBom47d6PmzZ5Q9ZSplDh1OssJCzmXM\nmjVbK3vt/iefUnqnLiTNyODUr169Wit7LXHdBkpt3oLKnj7j1O/ff0Arey15/wFK9fGl0jvxnPpf\nfvlVkb3mwJs5lbt6DdvGzMwKsdcKDh6itICWVP5cqJW9Fj5xOqe++Ow5VRuFwhSys7ElABQ4ehyn\nvvTBA0pt5kdFP/1EQmEKVXZjsTl9hwRzs9cUlWTztmwloTCF6tZtQACoU/c+3Oy1wkLKHDpM1e+T\nJ08hANTQtyU3e00uJ8kn8yijb3+S5eSw2WuN/Kl/4BjebVR44mtK9WfxP0Ihm8XZz0gWp2bAhMFR\nxYsXL1TZa7/GTKLERG6E1n8h3me/KocPbgj/xPAuO7F4fDQVnjqt+lxw4CCltWhF5c+FnPrcNWsp\nd/kK1eeSW7cp1ceXis6c5dQ3rs6mQCt3RGlqKqV91IHyNm7i1PfpyBKIv/uOhYgqS1mLY6dwGk/M\nmLEEgDZs2EBELG04e9p0yhwylGQFBXr65cuXEwCaNX261jqld+zMaTz797MAz5BBg1TjCo4c4TWe\ns2fPEgDq0rKlapzmQV03EhMTCQA1qVGDc3vkrlqtMhwi4+w1Vf8J1f1nYcZSpks50oyLzpyl1GZ+\nVBqvbltNN5YyncJx8lF6/z5rOL/8ohrXVpFCfPnyZT19+Zs3rOFs3aYaFzxwIAGgAwcO6OllBQWU\nOXgIZU+brurv+YoS4AsWLNDTy2UyksyJo4x+A7RSzdPbd+RNDS84eoxSmwdQmYIHSEQkGjOOir7/\ngVPPFSbTUYfJdAwPpttrnKG+6rcLHYlK06cha3ggyp8915fqpLZatQiA6949yJkxE8VnzhqTw8zT\nE+5fH0fRsePI37CRv0XsjxECW1u47t8LeXo6JFOncd5q01qemRmcVq2Eee3aEI8Kg7yQO1VWMxym\nTYXNoIEQDQ+CLIO7VLSyPQBgN2IEHGbPhChoBPc20gnrj7vBec1qiMMjUHYn3qheGXmr16D4hx/Z\nFz/d3Y3qCw8eQv76DXA7fhTmdepwtl0zis+cRc7MWXDdtweW/urbpMTDaiu7dw/iUaPhtHIFbHr2\nNNoe6Zs3EA0PhP3o0agUPd5oe+QFBRCHjoJ53bpwWrUSjJmZ1vd67DW5HDlxc1H+8BHcDh+EwMFB\nZ476SUiFR44i78uVBl+ONYUp3meYTEc3ON6PsAtmmVmioCCUP31qdBaWzf3hun8vcmbNRjHHG9u6\nYValCty+Po6ir79B3tp1Os3Rb4/AxgYu+/ZAniWCZMpUkFRqcP6MQACnlV/CvF49iENHQV5QYFAP\nKIxn8CA94+F7f8QuKEi9jZ49Mzp/64+7wXntGogjIitkPCrDOX60YoZz4CDyN2yE24ljWoajGZrr\nUnzmDHJmzWYNx8/PqL7s7l2IR0fAaeWXnEkLuiF9/Rqi4UGwj4zkLJ6mO395fj7EI0fBvEEDOH25\ngpOppxkklyNn1mxInz6F66EDEFSqZLRNhQcPIX/1GrgdPwaL+vV1vjU9bjHF3xMm0+EKjjNPu6BA\nOM6dy57NP36sI9fXW/r5wfXAPuTMjkPxTz9zLEJ7GjMPD7h9fRzFp79D3pq1RpsosLGB655dkIvF\nkEyeUjHjWbEc5g0aQBwaVjHjmToFtkOHQDQsELL0dKN6u6BAOMyZo7jiqYDxdOtaIeN5Z8PZfwD5\nGzexVziK9yUMRfGvvyJn1hy47t/LaziaURZ/F+LwSDitWslZEVQ3VIYzdgxnpqJuyPPyIB45ChZN\nGsNp+TI9w9Hdd0gmQ870GZC+fAnXgwcgsNcu6801TcG+/SpTtqhXl7shf4K9xjDMlwq22j2GYb5h\nGMZB4zsTe80UJtPRCx7gJwDYDhsKx/mfQjQiBOUPHyrk/D9My2bN4HroAHI+mYfiH340qjerXBlu\nJ46h+PsfkLdqNe9tF1VTbWzgunsX5Lm5kEyKBWkwnrimZQQCOC1fBvOGDSEeOQry/HyDegCoNGUy\nbAOHI2tYIGRpaZwazbALHK42ngpcFVp36wrndWshjojU5tkp2pS3ajWKf6z4LbWCffuRv2kze4VT\nEcP55RfkzI6D64F9sPT1NaovuxMPcXgEnFev4kzjVrZbGdJXryAaFgj76HGwj9RN7tIPeV4eRCGh\nsGjqDcdlSw1e4TAMA5LJIJk2A9K3qXDdv499V4d/AgBAwe49KNiy1eBVIN9vQDN42GtnAHgTkR+A\npwDmKtrqhf8R9popjMT7fkj0bxzwLtlrrTsbZU4VnjpNqX7N6fGvZyis+wDq03mAQX1ZYhKl+vpT\n0vavyKmSIwGgwSHhvHppVhald+1G92fHUY3qbPbax30H8bPUiospa2Qo3RkRQk28fRXZa1359YqH\nzZn9B9LsaSzHq56Xn8F1yNu4idI+6kCrFi5ks9dq1jO8jY6foNTmAbRHwVIzxl5T8uy+37hJlb0W\n1q0f3WzblqRZWZzTEOmw1/oMpRu+zan8xQtevVCYQowie23UoGC63tibSu/fN6hXZq8NGxhI1xt5\nUfG58wb1lV3ZxIM+fQbTjWb+lL9nr0F93br12ey1rr3oZpeuJJn3KS97TShMIb+WbQgA+bdqR/Gj\nwigrKJhkGgXbuKYJaehL/QLHUFivwXTDrzlngT5NfWjLjtRXUUFXKEzh1XKx10j9uxsE4IDi//8Z\n9popkcCUSFChULHX2o1Hikcrg5ww24EDkBMTg6CZS5HQNBgv6nQ2qLfw9kL+yi8xctMhFFuw99qT\nzRrz6s3c3JC/aiXCz9xEroUbAOAZU4efvWZtjbz5n2LMUxFEluzLj88LbfjZawIBHJcuQWr1ath/\n5DQAIJsqGVyHSpNikNWjO9bvZFlqeYxhVpvt8GGQRI3B55v3AwAKGWvjPLu5czBj/W4AQCljiYRm\nIzHBoTZe5XPfCkxJeYHI2UsBADIIkNBoGCZ6NMRrOfdZurKPlSfx92v2Rkx1b7ytpPvAXVtfKmBL\nBSS5tENM1SZIq8t9O0qpz1fw8p7YNcVEx1rI6sT9XpJSn23O9nGKZV1EF9sgOzKS84pYqU8TsO9f\npgmqIio5HXkLP4NAt36OxjRDo+MQ3zoY6XX6INlvNCZWboTXUu4EFBV7rXEfZHgPe2f2mk5Egn0n\nB/gfYq+ZwnCY2GuK4GOvNUs5jS2hw1WYEBABJEfM4ZN4UH+wPnvt8dfYPLSvFqeNiDDp5M9I8ArC\nvQ1hIFk5rF2roUnYKvgkHsHGPl312GixP19EQrORavaarSN8xm9D03sHsPHj9np4lNgLV/GwbTQS\nd01BSRZLlLdxr42BDepha9d22nrFcmKv3MbpN5nIf8G+8Klil93chQ3Kl1w19JOv38PP+YA44by2\n/sZX2NDKV+uWDBEw5dYDXDCrgtQrh7X1177C+pY+en0w5VYC/nD3Q8r3ayqsv9O4rz57Tck6Yztf\npZ988z6SWo9Vs9cq10bjkctYnl3b5po7DKu/Go+kVlEa7LWq8Apfjaa3d2NDh1ZqrVL/+00kBoTj\n7toQAGr2WtP4fdjYtZ0eSy323BUk+o3C3fWhgFwGMxsHNIveDp8Hh7CxdxcWvaRYBsMwmPTjeSQ0\nDUbCjgmQFuaoeHw+D49h8+A+7Hy1cE3AuKMncSr+gR5LzTvpCDaHDmVv3zEMIGCnGbvzME7evPWn\n2GukwehiGGYeWBrBUMXnd2Kv/ZePS/9l9ppuMAyj1a/vI0wYHEXwsdcy0yUouXiRfTObYcAofpyZ\n4nyUunGw1/KKIRUKtSCNEDAQFUtZzpaMfe5SIkln9eUAlZTosdpEcjNt9lpxPkpz0yFmrNjMJF22\nm4UtzCytVRwvgGWvvapdW/1sQ+NgBADZ8U9Bcg0WmWIdJPbO7PMNLVYbIEl+DbmEQ+/gBss2rRVj\n1fun5GkaZOJCfb2zO2e1TcmzdEiL895JX54v0tc7usOybVvoZmBJHr3VZq+J3qh5dsoEAg2TlTxI\n4WSvZds4wrx+fT0TF1slK/Ta7DWxhS0E7u56JwpixorVy9mrDpmij0VyM1YjlQJyueq2hKgcKM1J\ng7QwF4CaxycqkkL65i27XCKtE56UtCxOllqmOBelV/5QnUQppxO+ePlX2GsAAIZhwgH0AdBVY/Rb\nAJr1sCvMXvuvAT//y6EL/Pw7wmQ6iuBjr1Vt2QwuHGd4VSfPRjoXe83fG06Lv9DTe2YrWG2Va6NY\n9Eat92kEx7g5+vpXGSx7zcoW8tIiWDqw7LUqXvVRKXaSvv6hEJllJXCo7Yss8Vs1e83PB/ZRkZzr\n7BmfDIdiSxS8SoQmS62KXW3YhY7U01e5fhcOcIPk4WUdfS1OtliVP26jkq0FMm6yt/DU+pqcBc2q\nXL7JyV7j07vuPQpr99qceq4KnW7Hvudkr1WxqwW7kSF6evefL+qw16oaZKN5/HEHaVrstSpsHzep\nh0oTovX1ic+QZucJMys7yErV7DXPpg3hMHOG/vZ5OxNplsp96LWq/Z6+TeD0+UI9PQDUudEH9znY\na1UDfDj363pDQnA/M/NPsdcAgGGYXgBmAehIRJrlbJXstbWoAHvNBPz8MPFPAD8/+EP+f2JABR5M\nCoUp1KJPKPlPO0JekWvJf9oR8vftSk9v3aqw3s+nEz06/V3F9c06U+L6DQb1jvUCCADV6T+N/P27\n0b3JUzkfMiv1lQP6EQCq3KI/NfPvSneGDect8CUUplD1xv4EgFybdmbX2b8bPeN5sC4UplAd33YE\ngBzqNVdsoy705Np1Xn3DVt0IANlWaaBa58fnzvHqvTuw7bdy8iD/aUeoRZ9QzgfZ+bv30A2/5uTb\neTABIDMrW4P6ou++p+tNvCng40AC2EQCvykHefUl167R9YZNKKDrMLKo5EIAyCtqI6++7Okzuu7d\njAI6DiJbTxZr0yBoIa9eKhbTzXbtqXnbvuTcqC0BoFq9Y3j18tJSujM8kPxb9NDah/j0RCwu6Gar\nNuTXbRg1HrWCWsz5llrEneKdpvj8BbreyIv8Og2qkD44OJg8PT3J0tJS+eA8AmzG2ksA8YphC6l/\nh3MBPAPwEEAP+gu/139zmBIJjByP3/cM/41DRXdioTCFQtt0ob692ey1+/PmU3qHTryVKIXCFArr\nMZD6dGKz1x4ePkypPr5UcvMmr370kJHUu9XHFBU7ix5f+o3SAlpSwaHDvPoa1WsRAOrWZyA9u3+f\nMnr1Jsn8BbzG49XUjwBQ6w5d6fnjxySKGkOi0eEkLynhXEZcXBybvdbEjyInzaJ7k6dQRu8+JJNI\nOPVr1qzRyl57sHgppbVtR+Vv3nDqDxw4yJqaexWKip1FSVu3qRhfXFER9lr+rt2U1rotlb96Rbdv\n31Flr/FyxU5/R6m+/lSWmKSVvRYRM4PXcFKbNqPi335ns9es2ey1oPDxPIbzlFKbB1DB0WNa2Wv9\nhnKz16QiEaV3+5hyli6j58+FVKcOm73WuUdfbsMpKSHR6HASRUTS88ePKTJmJvVsEMC7vnK5nHJX\nrqL0zl1Jmpmpyl7rHzSWd5qiM2dZNNHtO+zvoEUH6td/pIm99ifCZDom03mnnVg8KZYKv/5G9Tlv\n/QZK+6gDSVNTOfV5GzdRzpKlqs/Fly6xxnOd++y/6KefSBQZpfpcLmRLsAHPwQAAIABJREFUWRcc\nOMipH9CVvVL4VlHyWJaTQxl9+pJk/mecxhM7fjwBoHXr1hERW8paNGYsicK4jedLRUrzjClTWL1c\nTpIFCymjV29O4zlwgAV4Bg8cqBqXv30Hr/GcO3eOPaC2aKEaV/jtt5Tqx208xthrmoZDRJSVlUUA\nyMXenlNfeOq0ynCUYSYQEAAqLy/X05dcvcoazu9qblp1V1cCQC9fvtTTlz15whrOseOqcW2asiXD\nr1y5oqdXpsPnLFuu6r/AvuzV3eHD+icf8pISEoWFkyhqjOqKVV5eTm9q1OJcX7lcTrnLV1B6125a\nqeZpbdvxgmuLfv1VjzcnCo/Q4skZC5PpqMNkOoYHU8q0kag0ORZ2IcHIGhYIKU9JYM2w7tQJzps2\nInvseJReu2ZUb16nDtxOHEP+ho0o3H/AqF7g6Ai3w4dQFh+P3PmfKX+keqEcz1hYwGXLZsDSEuKx\n40GlpZx6ZTAMA8cFn8GqTRuIgkMgz8kxOH8AsB83Fvbh4RAND4T0Le+zYVXYDh4MxwXzIQoeifJH\nj4zqlVGwazcKdnzFvtRYo4ZRfdHp75C7cBHcDh+ChbeXUX3p1WvIHhcNl61bOBMXdKP8yROIRgTD\nMS4OdoHDVeP5+kQmEkEUGASbnj3hMGe2wReFATbBRDxmHGBpCZetW8BYWhrWEyFv+QoUnz0Ht+PH\nYObmZnQdin/+WU1j8Ocuy2EKU7zPMJkOV+gcNCpNnAC7UaEQDR/OfVDV0Vt37ACXLZuRPX4CSv+4\nanRx5rVrs8azeQsK9u41qlcZz737yJ33qdZBjutAxhrPJghsbCAeMw5UUmJw/gzDwOGz+bBq2xai\nESGQSyQG5w8ojCciAqJhgZC+eWN0HWwHDXon4ynYtRsFO3fB7evj72g4B2Hh1cSovvTqNWSPZw3H\nqv1HRvXljx+zhjN3LmeSA6C9rWRZWRAND4JNnz6oNGtmBQ1nLAS2tnDZsgmMhYVhPRHylixF6cVL\nLC7I1VVHoD9N8Y8/IWfuPLge3K9PY+AxTlOY4q+GyXT0gvtgUCl6vPqg+lrjHTeeg4dV+4/gsm0r\nsqMnoOTyFaNLNa9VC24njqFg2w4U7N5jVC9wcIDbkUMoT0xC7ifz2HeIDARjYQHnTRsgsLOFeGwF\njWf+p7D6qJ2e8fCF/dgxsI+KhGh4UMWNZ+FnrPEosEJcUbBzF2s4J47BvHp1o/MtOn1abThNKmA4\nf1xlDWfb1ooZzqNHEAWHwHHePNgOG2pUL8vMZA2nfz84zJxh3HCKiyGOjIKgUiU4b95YMcP5YjFK\nL1+B69EjMHNx4RZqLLfou++R8+l8uB06CEsf/XegdPWmMMX7CpPpvEPYjx0D+7FjWON5+dKo3qpd\nW7h8tR2SiTEo+f139Rc8Z5HmNWuyxvPVThTs3KX1HdctG0GlSnA9dADlyQ+RM7eixrMRAnt7iMeM\nrZjxfDoPVh3aQxQUDFl2BYxnTBRrPLrmzBO2AweyxhMSymk8BTt3oWDX7nc0nM8rbjhX/kB29AS4\nbN8Gq4/aGdWzhjMSjvM/he3QIUb1sowM1nAGDoDD9GmcGtK4DJErDcfZGc4bN4Ax53irQWNfICLk\nLlyE0mvX4Hb0MMxcnI22qejUKeQuWAi3QwcrdNuRL3iAn84Mw5xhGOYxwzC/MgzjqPGdCfhpClMi\ngWYIhcrstSCDWTv5e/ZSWsvW9OTyZUX2Wn+D+pIbNyjVx5ceHj5Mo4eGqrLX+PTlr19TWpt2lLBk\nGdWsWZvNXus9kFcvy8+nzIGD6e648RrZa1342Wvl5SSeMJGygkNozsyZquw1Q9lQOYuXUEb3nrRq\nyRICQFWNsNfyd+6itNZtae/69VrZa3x6Jc/uhx1fqdlrvQbTDf/mVP76Nec0RKSVvTZ6UDBd927K\nmxlHpM1eCxseRtcbeVHJ1asG9crsteFDQui6V1MqPHnSoN5dyV7rP4xutmxNuWvXGdTXqV2PTbbo\n3odu9+1P4kmxJOdIclDqI2NmUM8GAWy2YexkyujTlzfbUDlNSINm1C9oLI0eOKJC2yg0oD31NZK9\ndvnyZbp7964Wew3ACgCzFf/PAbBc8b8XgLtg3w2sDTZ1miFTIsG/OpT9+j4H05WOIlTstbbjkFKl\ntUFOmH34aIiDgxEUMx8J3iPwom4Xg3qrVq2Q98XnCF62HQ9q9sVL7z4G9ebVqyN/7WqEHT+DXEv2\nZUmhGT97TWBvj7wlXyDy9nOIrNmrgZRiO372mrk5nDesx2tzMxxQsNdyzJx428QwDBw+mYv0Zs2w\nYdtBAEC+wDCrzT4qEqIhg/HFOvaKrVhghNU2cAAkEyZg+pfbAQBlAiskNAnERPdGeF3OXbYhJeUF\nIuco2GuMOR7UGYCYqt54Y2XNq2fZa+yVwv2q3RFTzRupVTwN6sssFOw157aIcW+ADF/u8gdKfaGl\nEwDgqa0Poi0rQzxwoEG9RNHHLyzqYVxWOXKmTuG8wlHq71q2wOv2I3HXojkiriQjf9lSCJyceJcx\nNDoO8W1CkF67N5KajDC6jYZGx+G2Vz9keA01yF5r3749nJ31rqwGAtin+H8fWOgnAAwAcJSIpET0\nAuz7PK04G2GK/9dhYq8pgo+95pt2BtsmjVFw19S4kAlb9+J+9d76rLYXP2BrxAj2wKbSEybuP44H\ndQfq65+exOYRA7XwKCSXI+bE90hoNAz3t0SxRALHyvCOXA+fh8ewaWAvsMgTqKaZ9N0ZJDePwKtz\nXyHz9o8skcCtJgZ5N8G2AYo7GcplKP6f9PMFnC93QurlwwAY2HjURuOQpSzfrXsH9TSKv7HnruCn\nbCnED9iKqErWWdO7+7GxS1v1xlRME3vxGs7LXRTz19DH78OGzm30bjNO/u06rjh467HXmsbvxYZO\nbZSdqdZfuo5btbvj0T5t9lrTu/uwsUs7PX3shatI9A/TY69pra96p8Hks5eR4BuqYqNZu9VAk1Ff\nqtloGtw1MAxifzqPhKYhuL8xnCUSKFhtPslH2T5jAIBRsdRiTv6MhCaBeLBljIJI4A7vqA3wefI1\ntgQO1EYdCQSIOcLN+2uWchpbwkcAYDRYagKAAcZs24eT127osdSaCk9ia0wkwAi0+GtRa7bg20uX\n/zR7jWGYbCJyUW9G9vP/EnstPj4eAQEBAICNW3egQZ2a6FmByrL/xjCx1/7G4GOvpT9JQd7addpg\nRIEA6SnpKLXnYLWlZqLou+8VeqgAjJmZEpS6cOiz81F2967GAUYAhgGy8opRmpMGeWkRAKAsT6Ti\nbMnS0/VZbaVymFlaQ1qkqJFDchSL3+BFbnVAWWdHl9dGlpAVK2vqkKpNYsaKrcuiw14Tm1lDXp6p\n2mYqvbkNyxbT2jVZHpwst0Bfb2ELM09PxazVE4kt7CEtytXTZ1vaw7xaNb3nWmILO072mtjcFoLK\n7noZW2IzG072mlhgxRY+0zBYIoIIFlpstJLsVG02mgbjDABE5QzbZ1I2Lb00V8HXK5FDnpWlmi87\nDZBVWI7SnDTISlk+XVm+mNXnFqMsMQkqlppiyBTncfL+MtOzUfLLr4CcdE525BA+fc7JUssQvkbB\n5q2qkxzlNM+SUv4ye00n/pR7/JfZa+kaBQ8zy6zgmJlpQP3vChN77R8MPvZatY9awp3jDK/a5NnI\n4GK1tfKD6zuw2qoGNIXzKkP6WiwHy62mmrO1cIGe3jNzNjLLSlCnbyyKRa9ZNpdrddRv2RwOs2dx\nrrPny3RUNW+OvNeJ2vw47/qoNDlWX//kJRwsq0Ly8A9ostf42GKeyc9RKdUSGbe+AwBt/fhx+vrE\npxBystfqcpZ4dv/5Il5Vrq2n92xSD5Wi9dtT+bfrSONgr3ny8OwqxycjzckTNh51tLcPDxvN42ks\n0hw8YVO5Drv9lfpmjeH42Xz99Z04HenWmn2s5vc5f7lcXx87C+kWXHxAX06OGgDU7T0I90UiffZa\n2wC4cUxTP2g0HkgkFWavcUQGwzAeRJTBMEwVAMoj7p8Gfv6Xo0hmBsBwgs+/Kf4J9prJdBQxb9pE\nBE6aj8YhS1Gamw4rxyrApV2Yu29NhfV0fjtmr55Xcf257ZgxfbRhfehydXsufIUpAzoY1DPNhsE7\nYjUKUp/CMuEXTCsrAMlkYMzMKrbOv+/G3IMbeJdxYXAoAMChrh/qDZwNXPwKcXtW8+ovj2DNwrZK\nfTQK/gI4vwNzti7m1fcfzZqdlZMHGocshdnjHzFvkz5Atejbk5jwLBHjc9gMPDMrW4P6kt9+Q/S9\nW4gRFYG9JCM0Cv6CV1+WmIjo238gxkOktX349NK3qYi+ew0TbF+h8UjjenlBASY8T8b43Edafcyn\nJ7kcsSW5iLy6q0LtAdgqqlNSXyHZJwAl1SbAvmoDlpb+4Gvudb4Tj9j7t5HUuBlKahvXA+pEJI34\nDkA42ISC0QBOa4yvMPDzvxZEhPt37qAgNw9vKvC6wP90vO/MhH/jgHfJXmvblfr2DmIzg2ImUUbf\nfiTLyeHVh/VUZ68lbd3G4l2Sk3n1mtlrj37+mVJ9/anox5949RFh46mXb3uKip1FT2/epPQOnXiz\noYTCFIqMnko9G7WkqNhZ9OzhQ8ocFkji2Ckkl0p5pwmu1Zj6h06kyEkzKT48kjKHBZKssJBTv3bt\nOhV7LXLSLLo/O47Su31MUrGYU3/w4CE2e82NzV5L+HIlpbVqQ+UcSBmiirHXCr/+huW3PXpUIfaa\nCk1082aF2GulCQlsv/zwI9tn/QOpd7vevPMvf/OG0tq2o7yt20goTKHwwDDq3aIrr16ZbZg9azY9\nf/6cIsKjqZfPR/zZg1IpZU+dRplDh9GzpCRV9prhDMs97HZ+8UKVvWaIvVZy8xal+vhS8fkLquw1\nY+w1HuCnM4BzAB6DLV3tROrf4f9b4KdMJqPt27fT5UGD6ciCharstRlrDtL+/fs/dPP+dOD/E3tN\nsXOeUeycvwJw5NH1AvAIwBNol7tdAOAN1DTbXgaWVeGNLJ48VcXRksvlJJn/mUEAZt7mLZTzxWLV\n58JTp1jj0WB9aUbRL7+QKDxC9Vl1gPv+B059WVIypXf7WPVZmp5O6R07U+6atZx6WW4uvW3URP25\nqIiyhgeReNJkXuN5W78hyQoK2HWWSil7ylRe4zl0iDWRoP79Wb2S9dXtY5KKRHr68+fPEwDqFBCg\nGqc6IHIYjzH2mspwHj8mIuPsNU3DUYYh9pqqPzROBAoOH6Hs6TM45680nPztO9TLvHiRsoJDOPWy\nvDzKHDCIsmfNIblMRkQsMDS9QydOvao/hg5X9Ye8tJTe1KrDqSdSp6trbl/dz5qhTOkvvnhRNU4U\nFk5Fv57hXYZuvM+D03/VdHZs20Zvqlan88EjTaZjYPiQKdNxAM4RUSMAF8CeBWkFwzACAJsA9ATg\nDSCYYZjGGpI1RNRcMfzyvhvIMAwcFy2EZatWFX4r33bgQDguWgjRyFDFw2DDYdm0KdwOHUTOp/NR\n/P0PRvVmHh5wO3EMxae/Q95q7lt/miGwsYHLvj2QZ2VBMnUaSMZdplgZjJkZnFavgnn1ahCHhUNe\nVGRYzzCoNHsWbHr0gChoBGRisdE22YeHw37CeJZc8OqVUb0yir75FrlLlsDt6BFYNGxoVF9y6RIk\nsVPgsusrWLVsaVRflpAAcWgYnJYtgU2f3kb10jdvIBoWyK4PxzMn3ZDn50M8chQsmjSG0/KlbLKJ\ngSCZDJJpMyBLTYPrgX0Q2NoaXYbyxWK3E8dgXrOmUX3p9evIHjMOzps2wvo/9LDeFP/d+JCmw5fP\nrxmtADwlopdEVA7gqGI6Zfw9nA7SZpk5LviMxcHwvZVPWve0YTugP5wWfwFx6CiUJSQYXZyFtxfc\nDh9CzmcLUHT6O6PzN6tcmTWeH35E3qrVyrND3hDY2MB1zy7Is0SQTJkKknK/96IMxswMTqtWwrxm\njYobz6yZrPEEBv0txvOnDGfyVLjs2vnuhtO7Aobz+jVEw4NgHxVZMcPJy4MoJBQW3l5wXKZjOBz9\nR1IpJFOnQZ6RAZd9eyCwMf4gP3/bdhTs2cPNp+NYhgpwumUzrDt20JH/d1OWTfHvjg9pOpWJKAMA\niCgdQGUOTTUAmiyVN4pxypjEMMw9hmF2auI2/kpw4aZUOJgunfUPqjx8Kpt+feG0dAnEoWEoe/DA\n6HItvJrA7fBB5C5chKKTJzXmz603c3eH2/GjKP7pJ+RXwHgYpfGIxX/CeEZX3Hh69WK3kUhkUA/o\nGI8BrNA7G87FixqG08KovuzBA9ZwVix7N8MZEwX7MVFG9fLcXIhCRsKymQ8cly7hZq9pjCOpFJIp\nUyEXieC6d3fFDGfrNhQeOAC3EydgXq0at0hjGSWXryjwPwZ4cyb2min+hvhbs9cYhjkLwENzFNh7\nnZ9yyN/11GoLgM+JiBiGWQxgDQDeI8BfzftnGAYOcXPACAQQBQbB7dhRo+h4mz69AQED8ajRcN23\nB5Z+3G+yK8OiSRO4HTkEUchIgADbIYMN6lnjOQZR0AhALkclntRo1TrY2MB19y6Io8ZAMnkKnDes\n52Z7KfUCAZxWrUTOrNkQjwqD6/59vFpAYTyKVGJRYBDcjh8zqAdY4wEYiAJHwO34Ub3vi775FrlL\nl76b4UyZVnHDuX8f4rBw1nB69TKqVxnOuLGwj4wwqlcZTvPmcPx8kXHYp1QKSexkyHNz4bp7F5iK\nGM6mzSg8egzuJ07ArCo3XUEzSn77jb3t+NV2WLVubVTPFf/E+xym+H8a7/shUUUHsBksHor/qwB4\nyKFpA+AXjc9x0Egm0BhfC8ADA8uq0EMzoVCRvdaLn72mWZXx6e3bFNZzkFH2WtGvZyjVx5ceff9D\nhdhrZY8eUap/c0ravFUre41Pr6xEeX/WHIocP5V6Nm5lUC8vLqaskJEkjp5Az58+VWSvTeBfZ5mM\nsmfMpMzBQ2jNihVG2WuqbdSlK+3fulUre42vTfl79lJaqzb04/79quw1lhPmo0oa4ArN7LXwQAVL\n7dZtXr1QqMFeC4mi6429DRYrEwrV2WsRkTF0w7c55e/ZY1AfHhhGvVp0pcjxU+lm5y68lV6V+ojw\naOrVrD1Fxsyg+OCRlDUylOTFxbz6yJgZ1LNhC7Zy6/wFlN6+I291W+U0SvaaahvxVLdV6kdWgL2m\nGdB54Az2GW0SgAcADgGwRMWTh4wu798WpkSC/0YigTKfH9DO59eMWwDqMwxTi2EYSwAjFNNB8eKZ\nMoYASPwrjVGx19qMRYonP3uNYRg4zJyBjHbtEBg1GwleQUbZazY9uiNn1kyM+GRlhdhrFo0aIX/V\nSozcfgz3XDvjVfMhBvVmrq7IX7US4Wdv4YFzZ4gHxuGPHFd+9pq1NVx37URKWhqGh0zCoyEL8Nyi\nAf86CwRw+nIF3rq5Yf1WttBcgbmD8W3Uti0+X8Wy1IrN7Y3y7ETDhmHG4k0AgDJzGzyoOxAxVb3w\nxoK7eFlKygtExS0DAMgZc9yv1hsx1b2RqltLRkPPstfYzw/cuyDGszHSGzYyqH9QfzBeNuqOe47t\nMcGhBrI6dTaov1+tN1759MNd29aILrFFdvj/tXfeYVEcbxz/DGABBEGw9xZ7N9FojEZNT2yJvffe\ne4s9do0l9hZ7SzGJ6cX0GHvvggVBODoIB9zN749d4OD2uDsr+tvv89wDt/ed2Znb8t7uvvOZ7ppX\nOKn+k76NuVmnDSdy1qX35TBipk5B5LZmo2VgrzXsxHG32nT/8g9ilyzCtVAhK39qGUv22tkybZTv\nyD9/lv5jDrDXbEkIURLoC9SSUlZHuaPSEQeSh3Q9+3pi7DUhRD5gL8oo5RtAOylllBCiMLBeSvmO\n6nsDWIby/GmjlHKeunwrUBNluG8g0F+qz4g01iXt9dMWe61m1B+smzLGir3Wf+5HnPRrYs1qC/2J\nNcMHABaYFLNkwPJ1nCryurX/1jes6tdNRZ2kY1UGbtjB6ZLvaHO2urbLyGqTksHbP+VclY4gzZzb\nMlop41ec1nVqsK7T+2kPkmVqOSSDdx/gTOX2VuuodmEvH7d5y6rMkC++4zeXotz49mMgnXVW7fwe\nVrawINWr5YZ8+QN/e1Xl6qdzMvrP7WLlO69abYMhX//IfwVf4uK2cQ77j5d5m7Nr+mfy71baY3mi\nF4IhB77nTOX2Fuy10lTsrPa39ZsZsT9CMPjTg5yp2Nb6+7m0n4/btbBCEQ3e/QWny7ex3mbXvmBV\nl/czYYhg0NZ9nC7dwtp/42tW9+uqtiedpzZw7SeavL8awT+wZni/dOZaahkXQa/5H/HZL79bsdSq\nBX/L2smj09lrLkq7ek6dw6ff/egwe83iGEOqjC4hhC/wD/AiEAt8BixHyURtLNNpBYeklBU16rJ7\nvGY3mc1mNq5fz1szZ3OpcWOa7doBwOgl26nhb6Zr165PuIX3p2eKvSaljACaaywPBt6xeP8dYPVT\nVErZ7WG2xxZ7LfjISQxdu2UEKboIgiOSMdauYM1qO3+V6JmzNFht4Rg9rOu/e+MO8Vu3pbPa1HWE\nBoVizGuDs/XzzxawSeVvqCEa15y5ib11Pr1M+G2u3ymkZtClwymFup5U9lfmdRjik0i5pY6qTt3d\nhMCQkEIK1mw0Q6IJc3i41UneYDST7BJh7U9SRuRnliEJkjRYaln6Y6xZcAajOWN6u3oCMySYMrHX\nVP+9ZFJupxJZ0llqYXFG7e8nJoHk8xfSgneqPzQyTtMfGhZN4u9/pHvVV2hIOEZfDf/tu9zbvceC\npab8IAkJCNbk/YVcDiRmwUIwpwNjU8tcvRKkyVILPnGOiD79wGxO/0FlllwJjX1g9pqUMlIIsRi4\nCdwDfpBS/pSKx1E9IUIIreQhXc+4dAyOKpvstVcaUsgJ9lrRl16ggDOstvq1NRlYNlltNjhbRYaN\nIywpEY8CpdLL+BWjfP16+C6Yr9lnW+soXLMyPjOnW/kLR4wjyKU6ERf+TGNzpbHFplrnhhS+O447\nLjUIPf4tCQYLf7UK5J04wdofPI47rjVwL1DKIX+BE925U6Cstb96RfJOscYRFbjUV2Gp5S9JQnhQ\nur9GJc3+Fuo1mBAfje+nVhV858+1bv+AEYR4aGyzutU0t1nhIWMIyanhr1dLm983dBx3NdhrRRvW\n1eQDApRt0Z7TUVFWLLWijV+koEaZ8l37cDou7kHYawghygAjUZ61RgP7hBCdsU4Wsnk58zQDP59m\nPY4EEX1qA1Wp98tNFd5O55D9sZn925dTpoL1PX9N/y/r2LNmLuXrW2cEafnlT2vYPX0YFdpYz0Cp\nWf/Pa9nWqzVVhg+z6af6+yDNCnvt5Ddsa1aHaksWZflMIWOft7B/5wrKlC/vmP+3jezb+hFlq1Rx\n8Dtaz96NCyinot/t+V0vHWTvylmULl0qgzfxl185NWgIg4tVwVy9jV1/0okTnOjYhcFFKmGu+b5d\nf0pAAMdbtmGQTynMddvb9ZsiIjneshUDTF7I+l3s+mVSEic6d6FPYDQ06mnfLyVnxk+kx49H4JW+\ndv0ACQe/4fSYcQwo9ByJxetnYKlplUm+eo3jrdowIG9xEsu+bNdvqUy319oBr0op+6rvu6IkBTUF\nmljcXvtVSmk1vat+ey376FHcXtMncVNVunQp9q6cRZXD6yl95x9qJR1lQ1k/vGd/qDmtc6q/2vk9\nlLr6M7VTjvNJ21fxGjWKFA3gX6q/+s2DlDxzkNopx9k1ZTDe02di/Ocfm/6aEYcocfRTaqccZ8+K\nmfht30H8jp2264/6Db8v5tLQx8Bn25ZR6MIFYmbO0hzHk1qm4mczKJt0mVrGo6wvnoe8CxYhU6dD\n0PBX+mY+ZePOUSv5GJvqlsV78lTN21+p/sq/fESZiBPUTjnOlrdfxGvMOExhYTb9Vf5aQ5m7/1E7\n5bjNgBM5YiS1dmxj3/oFVD26mdK3/7LpTzpxgvDuPam+Yhn7Ni6i2tmdlLr+q01/SkAAhnYdqDJu\nDPs+WUr1q59T8uL3Nv2miEjCO3TkuTdeZ9/2FdQI+paSp7+y6ZdGIxH9+lPS25v9O1ZQM/I3ShzZ\nb9svJTHz5lPw+HH2blpEraSjFP9ju00/QMJXXxM1eQq19u3ms01LqP3vDgoHfkuN+L+0A86VKxja\nt6fq1El8tn0ldc5/RaHzn9r029EloL4QIrdQfu00A87jWPKQrmddDzsdLju+cCIFM2LESBm3e7eU\nUkpzUpIM7zcgyxTWmNWrZdSMmWnvY9etl8H1G8jkmzc1/fe+/14auvdIe5/4x5/yTtXqMvHPvzT9\nSRcuyJBXmqa9T75+XQbXfUHGbduu6TfFxMig5yqmv4+IkHdff1NGTptuM203qHwFaYqNVfqcmCgN\n3XpIQ5++0pyUpOkPbthIJl29pvhNJhkxdpwMbdk6rY7MCm3dRib+80/a++hFi2VIk6YyJTRU02/o\n21/e+/Irzc8Sfv5F3qlWQxqPHktbFjlpsozdtFnTbzx+XN6pVkPe++HH9PUv/UhGz5uv6df6fuN2\n7ZIRI0dp+lPCw+Xd5q/JqDkfpn2/WbHX0r7f3n3Svt8s2WupU4U3fy0NqmqPvRZ/4Et5p0atDPy/\n4Bfq29wnky5dkndq1U5jDkopZVjX7hm+M3vCOmV6LOkp058AOYB82ICByvs8XrOL9JTppyNlOttL\n5MiB78crcPH2JrxnL2SC/Yepefr2IU/fPg7jXXK91JB8a9cQMWAgxj//sut3K10a/317iF2+gvit\n2+z6XXx98d+9k6TDh4mePkPzisdSIlcu8q1bA8nJRAwarHnFk8Hv4oLPvLm4PVee8C7dNK94Mst7\n9Cjc33kbQ7sOmlc8tpR6heO3eRM569S26086rlzh+CxehPurVjkrVkq5rlzheI0YjmeXznb9pogI\nDO06kKvpK3hPnGB/4KfRSHjf/pAzJ/lWr0LkyJG1X0pi5nyI8bfIrBQ2AAAgAElEQVTf8duzG9d8\n+bL0A9w7cIDoadPx37mDHFUq2/UnX7yIoUNH8k6ejGe7tnb9jkpKuVBKWUVKWV1K2V1KmSyljJBS\nNpdSVpBSvialjHpoK9T11EgPOnYk3NzwXb4MFz8/wnv0wuxI4OnVkzwD+tnFu6QqV4MXybduDRED\nB6lZTlnLrVQpJfCs/Ji4T7ba9bv4+OC/aydJR44QPc3BwLNWDTwDByGTkrL2pwWe5wjv3PWRBJ77\nCjg9euK7ZLETAae9EnA6d7LrTw04uZs1VUgV9gJOYiLhffohcucm36qVjgWcWbMx/vEn/nt24ZrP\n126b7n3+OdHTZ+K/awc5Kls9KrFS8vkLGDp2Ju/UKXi8Z/1cUZeuRyE96Dgg4eaG77KPcClY0CEA\nJqhcsUEDlcATGGjXn+vFF8m3fi2Rg4eQ+Pvvdv1uJUviv28PcatWE7dli11/WuA5dtS5wJOS4kTg\n+RC3ChUeeuB5kICTu3kzu/7ka9eVgDNqpGMBJzwcQ7v2uL/a3ImA0xcXDw/yfbzCoYATPUN51ue/\neycuvg4EnE8/I3rWbPx37yRHRauhL1ZKOnsOQ6fO5J0+DY/WWeOWdOl6mNKDjoMSrq74Ll2sIv+7\nY46Pt1smT/dueA0bqgSegAC7/lz165Nv43oihwwj8bff7PrTAs/qtcRt3mLX75I3L/47d5B0/BjR\n06Y7eKttLZjN9xd4YmPttsle4HE64Bw77nTACW/fQQk4nTra9ZvCwzG074D7a6/hNW6sYwGndx9c\n8uTB19GAM20GSf/9h/8uBwPOvv3pfDqNTMvMUojaXfGZNROPli3s+nU9mBISEti3eTMHdu0iyc4x\n9P8gPWU6kyJHjiJn/Xp4tm+v+bk0m4kaO46UgABiZs9i5qjJGBJMFK5RkckjB2lm+cTv3EXskqXE\nLF7EhyvWE3orhCL1atn0G48cIaJ3X6InjmfB978RfOIcRRu/aNOfCqE0tGnN0oBggn79k2KvNbHp\nVzD7nclZqxYRPXsypelbxDV6hQK+eTTLyKQkIvoPACGInjCeqS3aE1OjLgUL+mr7zWaiJk4m5eJF\nYubMYlqXPkSXrkDB4gVttilm8RISvj5I7KIFzBg0msj8RcjvkYMBp49Sa8c2mwEnICCQad37E+7u\nTYH8eRlw9B9qfLyC3M2a2vRP7z8MQ7KgYKmi9D/yF1UnT8SzYweb/hnDxxMaHkOhqs8x8MxRKrRu\njdeY0TbT0GdOmEbI9dsUeaEmg25fo3SRIviuWK4JVw0ICGTWzPkEHztDkcYNGCaMFL52Df+dO3DJ\naw1ODwgIZPbilQT9+BvFXn+FkeVLkm/LZvz37CZHuXI2+zDl9ZbE1K6Hfw4YcPRvqi9emOWcQYZu\nPfDs2sWhW5NgnVqrUt83AFVRqCG9UCZi3IMyficQhUISrVGXw8drdpHJZGL9ho14h4aS6OlJ79Gj\nABizdAfPG85T7ZvvONK7J626dsXb2/sJt9ZxPYqUaT3oWCggIJCJHbtzCzfK1qzGjPEjNE+Q0mzm\n1ICB9Dp2HRr3xhgVTC6fwlmOmTi3fAVdNn6GaNbfIf+lA1/SYeoSRPMBDvmv/P037QdNwfXN4eo4\nncu43z3Bp2vm2Qw8x1q1YUBCLuSLXe2uQyYlcaJLV/oERCnjSuz5zWZODRpCryNXHP6OTk+eQo+D\n/0DTvml+l9OfsW/9Ak1/hnE9qf6T+9m3cZHj/mN72LdlqcN+cXgH+7Ytp0yZ0o75/9zCvp0rKaMR\nELT8HNrIvk+WULZaNYf88ue17Fk2neeaNLbyp5Z5b8AEEgrWIk+R50C4IP/dyr5Ni22mQZ85c5Yx\nbTsjylSkWLmSNn8oWEoj6GwBfpNSbhZCuAGewCQgXEq5QAgxHvCVUlqN+n0ag05ycjKbN2/mv2jl\nynTjuHaAEnQaBRymzv7PODRxPO9266YHnadt496PHB0c+t6ACVw8cVjhTvkVp2Kteuz/eDalS5RQ\ncCFS5amZzfQdO5UTHvWtWW2xf7Fu+sQMnDbMZvrNWshJn5et/eGHWDN2KBlZbWb6L17FqQLNrDlb\nIT+wZkjfjLgTJAM/3sTZMq2t2WsN6rNhUC8yI1iQMHDNFk6Xa63Bd/uKVT3akzZgXC0zaPMeTpdr\npcEWO8CqLu+lfZep3/Xg7fu167/6BR93bpNev6rBOz6z4f9c9YPlBEOKX6s9Fqyz9J2AQdv2cbpM\nS43+fqn2V61fLTdoy25Ol3rX2n/zIKv7dkmrN7XMoHVbOVX8Lettdud7Vg/unc5qUzlnA5av51Sh\nV639YT+zdswQK5Za//nLNHl/NaP+YN308YpXCIRIZ6n1GD+dT7/5zoqlVj36dzYsnp1WRsE7uXDm\n7Dnqv/QyCfGxafVn9UPB4hizHBzqDZyQUpbN5LnIM8peS05OZtOmzWy+UxKAwzOVaTL0oGMtHYOj\nas7SVSQUrEVC+P40bllCwYFMeeUtFrqmgIuLctJQD84gF2+ML5a04mDd+fcohpatMhzICLgTJzDW\nLW/Ndjt1jsgRIzOy2oQgJCQOY87K1pytSwHELFZOHMoJRvVfC8W1ogZ77fJV4rfvUH1kgE6GhkZi\n9NdgfwUbSPz2W+WLsYBghoZFafvDIpWsu0wn+VBDjLY/PJqk1AGxFmVCw235Y0j697DV7Jeh4dE2\n2hOdKQtQZaOFRmLMp8WzCyfxu+/TgjEogTP0ThhGHw3/rRCFjab6pRqUQ27cweilwde7epPY5Ssy\nstrMZkJuRmLMrcFSO3uZqPET04GuZjMgCQ5LxFjHmvcXfOQkhnYd0n7gKO1RWWpRSZostaCff+dO\n1WoKr83ix84Yo5mE+NgM9XtUf585S1dlCfzMpNKAQQixGagBHAVGoExlorPX/s+lBx1VoTEJ5Cny\nXAauVZ4i5Ylv9jpFt6yw8hcbNo5QDW5ZsWaNNFlttvxFX9ZmYNlkuzV8XpOzVXTYOAxa7LWXG+K/\n5iPNPtvku71gm++m6a9b3Tl/nWr4fuSkf6m1v2CXPppsNFuss0I9B2n7bfDsCvUfToinE2y0waO5\nm0vD36CO5jYrMnSsNkutUT2n+H22+IAA5dp14/S9eCuWWrHXX6GoRhm3dr1w//1QWv0e+UvimjO3\nU8BPlPNKbWCwlPKoEGIpyrQGDrPXnhalpKSQmJhIip2ZeHWlSw86qgp4uxMsXKjSYzH3wm7gkb8k\nCBf8vaznNQGYPHIQ7YZMpWKnD9O5Yoc2MHHLEof98ue1jFtsDaa06f9pLaPH9MrST/X3qdJjscJe\nO/E1Y4sX1PTbWof4ZxuTdqx0vM9/bGbSDuugbNP/20YmbtUOglp+10sHmbxylpU36fgJBhz9h8FF\nohzyJ1+7Tv8jfzHYL9ghvyksjIGnjzDA5bpDfnNCAoNuXKFf2HmH/NJsZmhSHL3+3uiQH2BEiUJ0\n27bOYb/xyBGGnj7GuUo1SCw5MANLzVaffc+cSqvfI39JXHN5OA38RJlW/paU8qj6/lOUoHM3lTSt\n3l4LtVXB0wL8/PXgQYKCgpSbvq5P/+lUB34+JDkD/KT6+7jmzI0pKRHTDyvZVKcMNdasVm5/aZSZ\nPnAkhoQUClWvxDCXJApfvqxkHmmkugYEBDJj7NS07LVRlcviu3adMphPY2xFQEAgs6bPI/ikkr02\n9vXGeE+ags/C+bi/9pqmf/aCZQT9+hfFXmvC+E7v4TV6NJ5du+I1oL/Nfk9+5U3iGr1C/jy5GXD5\nDOVfeJ68H86xmZ015c3WxNaoS/78eRkcdouSHp7kW7sGkdN6srWAgECmtu5AdOkKFChWgKHJ8RQN\nDsZvxzZc8uTR9H/QoQdR+YtQsEwxzYfYluNwgsuWZVr3/kS4e1OoQmlNf+o4HO+xowmtVz8te61w\ntQqaflNYGIZ2HXB/523C27RJy14rUqeapt+ckEBE9564FCpE1PChzJo0k7vXb1PkxTq2s/vGTyDl\nylVi5sxizqKVBB87Q9EmDWw+tI/bsoW41WuJXbyQebu/IOiHQxR7o6ntDMjDh4no2x/fFcsILlGS\nKa+3JLZ2PQoU8NHuc2gohnYduNuwIb1PBmY4DpwFfqrvfwP6SikvCyGmAR7qRxFSyvnPSiLBV7t2\nUXzVavwCb/DNlMn6Mx1H9LC5OtnxhTPTVTdoKt9+o53sPXSsvHrunAxt3UZGjBotzSaTZhlL9prZ\nbJZR02fIu6+9IU0REZr+e999Jw09eqa9j//8c3mnZm2ZdP68pj/p/HkZ0rRZ2nvjyZPyTvWaNqdY\nNkVHy6AKldLeJ98OksENGsqY1att9tuSvWaKiZF332khIydMtNnnDOw1o1EaevWWhh49pdlo1PRb\nstfMJpOMGDdBhrZoZZPVlhV7zXhMYakl/PhT2rKs2GtJV6/JO7Xryrhdu9KWZcVeSwkNlSFNmsro\nRYvTlmXFXjPduyfD2raX4cNGSHNKipTSDnvNZJIRY8bK0FbprLqs2GtSShm7abPCTrtxQ6nDDnst\n8e+/5Z2q1WXCb7+nLcuKvZYSEiJDGjWW0UuWSinTp6t+58Gmq66BMvPvSZRJ3PLyDLLXvty5U554\nqZG8WayEXLNmraz3wXey3gffpbHXxizdIQ8MGyZvFykmt69YIaOjo590k51S5u36MF764FALlS5d\niuUv1GBPjzZsWL6AspUr47dtKyk3bhA1ajTSZMqyvBAC7w+mkuulhhjad8QUEZmlH8CjVSvyTp+G\noVMXZWIwO8pZowZ+2z4hatwEEr77zq7frWgR8u/bR/y27cSuXmPX7+Llhf/O7SSfO0/05CnqQ2zb\nEipHDBcXIvoPcGwA6dw5uFWs6DC5IFWpVzg+ixc5RRrwHjsazw7a43AsZQoLw9C2Pe7vvoO3Os4i\nK5nv3SO8Ww9cixTGd8kihKtrln5pNhM1bjwpV6/it22r5pVeZsVt3ETc2nX479+LW4kSdv3Gv/8h\not8AfFd9TO6XG9n1m4KDMbzfDo/338N75AhAOQ4+qlyWvUN7sGG5drq6PUkpT0kpn5dS1pRStpFS\nRkudvaYLnUhgrUyX9S6envht/YSUoDtEjtQIPJnuAggh8J4ymVyNXya8fQdMERHYk0fLFuSdMR1D\np84knztv15+zenUl8IyfSEJqllkWci1SWAk82x0PPH47tj36wFOhgsOQ0KQT6QHHkQGL9x1wWryL\n96iRdv3me/cI794Tt6JF8FnsYMAZO46U69fx2659azGz4tZvIG79Bvz37cGteHG7fuOffxHRfwD5\n1qwmd6OXNBqRcWc13Qkm7P12eHRoj9ewoXb9unQ9DOlBR1MZb2G6eHjgt3UL5rt3iRwxEpk5UyXT\nsw8hBN6TJpKr6SsY2rXHFB5ud40eLd7FZ9ZMDJ27kHT2nF1/zurV8du+laiJk0n4xpnAs4PYVavt\n+tMCz/kLRE+a/GgCz7wPFUioncCTOh/OIws4oaFKwGnZwvGA060HbsWKOh5wxowlJTBQucLx9LS7\njrh164nbtFm5wnEg4CT+8ScRAweRb+0acjVsYG3ItI+mBN0hrG1bPLt0xmvwIA37w72Nr0tXqvSg\n46Bc3N3x27IJs8FA5PAR1oEnk4QQeE8Yj/urryqBx2Cwuw73d9/BZ85swrt0JensWbv+nNWqKYFn\n0mQSDn5j1+9apDD59+8lfsdOYj9eZdfv4uWF3/atJF+4+MQCz2MJOO06KAFHvb2UldICToni+Cxa\naD/gmExEjR5Dys2bDgec2LXriNuyRQk4xYrZ9Sf+/geRgwaTb/1acjV40a4/JSgIQ9u2eHbrhtfA\nAXb9uh6e4uLiiImJ+b9msD39OX6PUcLdHb9NGwnv3YfIocPwXbE8a78QeI0bCy4uGNq1J3bRQmav\n365krw0bp5lF5P72WyAE4Z27EjN/LvN3fUFwuJGiNvw5q1bFb/s2wrt0JfBuKIuOnCJIeFHMht+1\nsBJ4wt5vB1JiePttJicJ4gaO02SvpQae8C7diJo4mcj+fZlqiCVm0lxN9lpq4IkYOIiI/gOInjiB\nD64HET1/NQWLf2btVwNP1ISJhHfpRsycWUw/dZHIOzHk33NA4YStWGYz4AQEBDLtjyOEH71Ewd//\nU1hqUybaDDgBAYFM/+Znhb12bRgDTx2hQof2NgNOQEAgM3Z+Tmh4DIUHjWZgwAXKVqqkBBwbGY0z\nV28m5HoIRYaOZUhcBMViY/Hb+gkuHh6a/llzFhMclULRYeMYXiAv+b/9Fv99+3ArWkTTP3vxSoJy\n+VFs2DjGNKhN3jlzybdhHbnqWU+Tnlkpt25haNdBmX6jbx+7fl0PT/lu3OTXTz/DLASePnlp06XL\nk27SE5GeMm2hgIBAJnbozi2Rg7I1q9pmryUmEt63H7dMZhaGRBIYGU25enVt+kGbK5YVXuTCli10\nWvIJormDrLbvf6DD2Lm4vT3CIfaaKTiYY++2ZGDuQsgXOtldhzkujuOt36N/rBuygYOstq5d6XPd\nCVbbwEH0OnotA6vt0bPUdrJ/+3LH/X9tZd+ulZQpU8YhP79vYt+2ZZStZD2/jab/l3XsXTuPcvVe\ncMgvf1rD7pkjqNCqlZU/VWfOnGX0W61wrf4C+a6cY2KfLlQdNzZL/9i2neEB2GvqMhcUGsFtKWUL\nIYQvzxjw05mU6VTF+flxfPhQOvbu/UTa7Ix0DM4jVBp7LeAmCeG3OHH9GmcDQjRP2iJ3bmKmTKZH\nh0FcCbpOQvgtTgYFafqlihdZFp0ITftacbNmL1jG+nnTVXwJacy2hX8fRzTvb+WfNWcR66aOzcBQ\nk1Iyf/fnaQHHkr32weQZbJw0hjT8itIokJJVpSogS7xttY6ZU2azZkT/DF6Aj30KIqtZs8VmTprJ\nmiF90nypJ4wVMjc06mntnziD1ak8OAsti0qAxr01/NNVP1g+b5u5ahOmChrtnzhDaU8mLM/MFeu1\n/VNmsWbEgPT61XIzP1qt6Z81bR5rxw1N466loohmzV+m6Z+zYIWyzVzSEUS4uDBrzmJN/4ebdrC+\nfDmlbheRxkebvXC5pn/Bz3+xoWVLzecwZ86cpV7DRgpLLdlMxU4f0vO3g+xtG6gZSDL4o2KpWLE1\n7YZMtTtOx4aGA+eB1IEpE4CfZDrwc6K67JmVRHC3/HP8OGw4ORMTabhp45Nu0hOXHnRU2WSvvdaC\nRd650lhWqXyrKfdSSHqpOwmnJ2fwT278OgsxpsM+QWG1uefH+FJRK25W0F9/EVK/QdrJKJXvdifF\nHWP90tacrcPHMbTvqPpR/7oQHGPGtXUrK/ba1SPHFbabSD+Zpq7r7t14jN4a7K8LV4mZNSeTH4UV\npsEWC7kcSMzSj9K9KL+QQq6HYcyjzSKLS32mZHGiDLl2F6Onlv8WcavWWGVThVwLxeih0Z6rN4j5\naJmFUykXEhCO0V3Df/E6MbM/VDhnFoE55E4MxpxVrP1nLhI1eqyFXwnMwQajNhvt6CkMXbuq+0Q6\ndPXOPReML5Sx5vf9c5jQl5sgpVlpurrPBbl4Y2xQ3Hof+v0X7hQrkbavpb8Eo+OTNVlqU5q/o+zX\nLqmAUOU1+k7Yw2CvIYQoBrwFzAFS889bAqk47E+AQzyFQScwMJCff/hB2f5AuXjbkzqeiPEmLJcy\nh9ILBSOJLlKEXA7MxfUsSw86qmyx12Lr1qfA4hnKr1SLAzpu6GRtVluTVymycWmaL/XXp01W22tN\nKOIMq63pS5qcLZvstWavUNAGe80my+ulF2zy3bR5cHWd8hdpUAf/h+Av3HMQdzVYakUbaLencL9h\n3M3jOM+uyKBR3M2txcurr8lGs8lSs8FGs7lPNH+Zws7432xGkWXz069K1SCF2Yxrx/64//unFUst\ntv5LFFgyQ7nCNqcCQs24DpuCe5LpQdlrAEuBsSiDQlP1TAA/Y2JiKH7iBBW/+Q6kxNVkwqzxfA8g\n3uTGpXteANTx1oclgR500mSLvVYgvw+uRQpb+/28tFlt3rk1Z4fU5JD9sp4J6+dptscWe23s3DFZ\n+i3ZazmOfcWE2lVt9lmTvfbfTiZv006Q0PT/vY1JO51grznJasuKpTbg6N8MyucgSy00lIGnjjDA\nLdAxllp8PAMDLtA/8qJjLDWTiSExBnqf2+QwG224ryfdD6x32D/6+ep0WrhW05/hSlbNqEu5HkC+\ncyc1WWoF/LxxLZiRy2dOSMDvxtUHZq8JId4G7kopTwohmmRhtfngJruz14TJjOszCPl8HOw1PWVa\n1eSRg+D0fhAueBWrBMIF07fLGO7v5bj/p9UMDrmBNBqt/KVLl2LvyllUv3mQkmcPUjvlOJ+0bkKe\nkaMxBQfb9NcMP0SJY59SO+U4O8f2xnvSFJJOnLBdf+Qh/A7Mo6GPgf0fTcN31SruHfhSsw+pZSp+\nNoOySVeoGfs3a4x38f/66yz9lQ7Oo2zcOWol/sdarxTyrVuvmU6d6q/8y0eUiThBraSjbCjtQ955\n8zXTqVP9Vf5aQ+m7/1E75bjms4SU6wGEt+9AlckT2LdlKVWPbqb07b9s+lPToit0aM/+7cupdnYX\npa7/atNvjo8nvFt3ylauwr6dK6l+9XNKXvzepl+aTESOGEVxo5F925dTI+g7Sp7+yqYfIHbZcgr8\n+it718+jZuTvlDiyP0t/wg8/4rNoMbvnjqFW0lGK/7E9S39q6vikIX1xvXQQjwKl0wIIp/cr+69l\nn9VU8NHVKzjkt6OGQAshxHVgF9BUCLENCBFCFARwBPiZ+spuAedZVpMmTTJ8949ED5urkx1fOMNe\nq99Uvv1me9l76Fh55fBhGfLSyzJm+Qqb/m6vtZRvNX5X9h46Vl67fFka+vSTYV27S3NiomaZe998\nIw09e6W9j1n5sQxu2Eim3Lmj6U86d16GNGueXv6HH+WdajWk8dhxTb8pKkoGVaycofydmrVl/BcH\nbPY7qNxz0hQXJ6WUMiU4OMs+SyllcIOXZPK168r6YmJkaItWMnL8BJustgzsNaNRGnr0lIZevW2y\n2sL7DZDxB77U/Cz52nUZXOd5GbcznaUWOXmKjN24SdOfcveuDGn8ShpXTEopYz5aJqPmztP0m+Li\nZGib9zLw9uJ275YRI0Zq+s0pKTJ8yFAZ1r6jNN27J6WUMuHQIRnWvqOmX0qF/RbSqLFMCQmRUkqZ\ndOWqDG7YyKb/3vffyzvVa0rjiRPKOpOS5O3iJW36k65czcCbu349QHZ6roZ8t31fTZaaKT5ehr7X\nNo0fd/16gOzygOw1mX7sNQa+VP9fAIxX/x8PzLNRxu76nqROnTolf+jbT94uUkweeu99uWvqNLnz\ng2ma7LXU9/U++E4uW7VenqrfQF6sVkPu3LDhSXfDIdnarg/y0m+vWah06VIse74auRu9hEfb9wEw\n7duDoV0HpMmE94jhVv6VLV7DHBVF3smTAJCrVhIxeCjhffrht34tIrfG1AgWD8+9Bg8CIQh7vx35\n9+3VvJVnKfdXmyOWLCa8R0/8Nm8iZ53aWfpzVK6E/47tGDorYwI8WrbI0u9aqBD++/ZgaKvMpOk1\ndEiWfstxPNGTJit0ahv3t0Edx7N2DRH9Bygj6Fev0qRTaynlegCGdu3xGj0Kz44Oom2cGfipXuG4\nlSqFz8IFWfYDUq9wRmIOM+C3eSPCXb0FlcVo/pilH5HwxQH89+1Jv72VhT/h+++JGjcBv61byFmj\nhl1/8tWrGNp3wHvcWDzbK9uwdOlSLPbzxH/eJNxKldLuc4kSaYNdS5cuxUdVy+HRqaMmzfwBNA/Y\nK4ToBdwA2j3Myp+ELjRuytUUb2JSchAb6fjp1CQlQUFBAOTPn5+cDh4Dz4L022t2lHoSTvj8i/QM\nrSwkcuQg38crcPHwILxPX2Riot0yXoMG4tmlM2Ft25ISdCfjhxrjFXI3b4bv0iWE9+xF0rHjduvP\nUbkS/ju3Ez19hs1bbZZK7fO9vfuIXaE9t46l0sgF5y84zmpbuwZMJiIGDUYmJ9tdR0qAGnBGjXQ8\n4KSibR5nwMlCmgEnCyV89x1R4yfit+2T9ICThZKvXFECzvjxaQEnK5nj4gjv0lXpsxbO5yGMlZFS\n/ialbKH+/0wCP68neHI6Li8BCfZpEwC5Y2PxDrzB4a1bObR3L8cOH37ELcxe0oOOA3ItWFAJPF9+\nRcxi7UnaLCVy5MD34xW4eHkR3qs3MsF+5o/XwAF4du2KoV0768CD9S/b3M2apgUe49FjduvPUcky\n8Byw67+vwOMsJHTdWkhJIWLgoCwDjxJwOigBp1NHu23JAO98VAFn+AjnAs6SpekBp4D9pK2Eb79N\nDzjVq9v1J1++jKFDR/JOnIhnu7Z2/UrA6YZbuXLafdbZa49E11+sx4XmTSl0+D/qrVxFyT/+xPwM\nJiRkJT3oZJaNX3euBQrgv3c3CQcPErNwUYbxHFoSbm74rliOi49PxsCTxY9HrwH98ezWDUPbtqSo\nl95ZKXezpvh+tJSIXr0xHjlq158eeGZmn8Czdk2WgSct4IwY7nzAcQTe6WzASUlRAk54eNYBx2K/\niFm8hIQvv8o64Fj4E775lqiJk/HbvpWc1arZ9SdfuqQEnEmT8Hj/vSwar5Qxx8YS3qkLbhUq4DN/\nnt0+63o4Ohufl2OlavNf9UYcbZPFdnrGpT/T0ZKNX3mu+fPjv3cPhvYdwGxWuGpZ+IWbG77LlxE5\nYiThPXuTb/PGLP0AXv37IYTA0LYd/vv22m1q7qav4LtsKRG9+xAzayYLvv2VIPLYZK/lqFQJ/107\nMHTsDFJyt0ZNJie7EDdgrCZ7LfMzHsM77zDFEEvMxA812WupgSe8c1eiJ08hom/frNlruXIpz3j6\nDSBi0GCix41l2skLRAZFU+CLbxlw9B+qjB+LZ+dOmv0PCAhk2u//Ef7fRQr+e5KBp49QoV1bmwEn\nICCQ6Qd/xpAMhW6OUlhqlavYDDgBAYHM2PGZwl4bMpYhMeiS2mIAABVgSURBVKEUT07Gb5N2wAkI\nCGTmqs2EXAul6LBxDPPKScG//lYCTv78mm2yJAkkHPyGqMlTlIBT1Ua6u4U/+eJFDJ06k3fqFDxa\nt9b2W5Qxx8Rg6NyVnFWrkHfObD3g3Ifi4uIIqFuHOC8vpJvj39/pWAXM4O2WTEv/zHcz/n+ks9cs\nFBAQyMT23bjlmpOyNWyz10zh4Rjad+RurVrMO36WwIgYytWrY5vVpt7/D7gewBJycT3wJuUbNciS\n1Ra3fgPnV69mWfHyXDt/keeaNcnSf3HXLjrOXYvb2yMdYq8lX7zI8ffaMjh/ecy129llo5lCQjj+\nbksG5CroGKstNpZjrdow4F5O5IsOsNqMRk506kKfm7HQqEc6S+3oHvZ94gxLbQf7t69w3P/3Vvbt\ndIaltpn925dRxsb04tYstfXs3biAcnXqWPlTy3zwwWyu/P0fZStXYti1c9Tau4ecVavY9E+bt5TL\n33xP+UYNGHLqCNXmzMLDHnvt7da41qqP3/VLjG1cj+orltucvuDMmbOMbdcFSj1HsfKl7pu9dr/K\nTuy1e/fuce+eQhzw9PTE3d2dLVu2EBIvCUlyxyThRExeUmTG4JPKXqv3gfVEi6lBp9XsWdyqWYOL\nrVri4eaGq6srr7Zqla2ms9bZa49Qaey1wFsKe+2abfaaq58fsYsW0LXbcK6E3FTZa7dts9pcXYka\nMZze7Qdw+eZZEsJvcSoszKYfIKx5c/pt+pzL/xwmIfwWp6OjM/hl6uhz9bXwr2NpAceSvTZtziK2\nLJ2bwYuUuBQoyJoaz2Mu9Jo1W2zuEtbPVLLxFL/y76oK1ZEFmln7Zy9i3bRxGdluwKqiZZD+r1j7\nZy1Q+XEZ+7zSyw8avaftn5J6VZnunzVroTYbbfZC1k0br/rTC8yas0jTP3vuUqW/mTBBs+Yu1Wap\nfbRG4eWlDshU0UWzF67Q9M/dvJsNtWqlY44y73Mn1G0cG8v5KrX4zNOT0lnto6n+n4ycfa4qn9Wo\nqemHTCy1JBMVO31In0sH2Rt4wz57LTKGipXaOM1eUxE4W4GCgBlYL6Vc7ijwMzvp6337MEVGkeTm\nhjFnDqpWrEhSUhIhxjz8G+37wPUXO3mKvHeUcXrn2rclOjo6WwWdRyE96KiyxV6b2qYTS8sVT8OE\nYDIjzWamBwaTVOs9EnZkZK9Nees9lhTwVvEi5jRm29SIeIz1O5Fw4teM/mbvsNBdADKd7SYlk41g\nbNyThP++z8h2a/QqC6VFRpx60gtyz49rx1et2GuXf/yFkDrPZzxBqiy1YLMnxherWbO//v2P0Dff\nTj/Bq2DL4MQcGOtV1ubBtetg4UWpPxaMz1e09h85haFLV9KMqu7ESox1NdhlR05h6NqNzFFK8Ze3\n9v93UmmP5a/lNNZZWY3+HiX07XdUH+lstOTcGOuXsmad/f0PIS82tArkQS7eGBsWs/b/8St3SpRK\nb4+6DSaTm4RXemXY5xKLD2TyK2+yKHcq6JM0NtqU+BQSGnbN6C8zkClvtGKxfx4QLsrtMpW7hosL\nY67d0mSpTW3VgaXliillXF3T/UdPPwz2WgowSipEgjzAMSHED0BPnjLgZ3JSEi+sW497dDS3atci\n5YcfcX25EQLtQeMO1WkWuLjAgalTASh2/jx1Pv0Ut/+ThAI96KiyxV6LjimH9/D+GQ5kXFyJnrtS\nm9VWrRb55oy3OAEoJ5iY8XO0/S++RMEVH6aBPlN/NccNHK/Ndmv2BkU2L7P61Vxs2DjCNdhrz735\nGkVssNdssryaOcf+ssWDs+l3kkX2qP3FmjVyjnX2amOneHnF3mhKUdWfdoVqNhPXa4TmNo5r9AqF\nPp6XzkVD8ccOm6K9D9V6Af+5EzMw1JSXxGXiXNwTkqxYatFlK+I9pn/aj6jUciJyLe7RcQ/EXpNS\nhgAh6v9xQogLQDGeYuCnAEocV0gg4SVKQHHt53OOKMHsxs7g4rgKSQWPOLwKFSLFxQWz2cyJf/7h\n0vHjePn4Uq/xyw+p9dlLetBRZYu9VrBEIXK91NDKX7BofkK0WG2F8pGjfHlrfwEfbb+fN6758lm3\nx9dTsz3587prPvzVYq+53z3OjPG2U4adYZ3p/ofjFxa34wr4eGjz/nzz4KJxi6WAv7e2v4APbqW1\nb7AVLVmIimWtWWoFixUg14vWs4wW+/xbKlZs9UDsNUsJIUoBNYF/ycbAT7PZzNWrVzFnyri0P4Ls\n/pQsXUiWEJGSg3t++fhuymQAih06hPf1AE62aU3egsrXU6hQIXx8fB5RSx6/9EQCVakPgan+Pq45\nc6cxp2zdy85u/tQyc5auIiwmgfze7g49AHa2jO5/eP7HtU886nWAzUnc8qBczcySUh4QQkRIKfNZ\nfB4upfTTqEtOmzYt7f2jAn5KKfnl4EHio6OJTEzEaDJR/NLljJ6UZIodPkKyuztH33sPMy7g6sKF\nBG/+y+KZTlaJBLbUIn8IDf74jnJ//snVV5uT4OdHgqcnOapU5pW33waUZAZbCSAPQ5mBnzNmzHjo\niQR60LFQdjoh3Y9f19Onx7FPPI51ZA46Qgg34GvgWynlMnXZBaCJlPKuCvz8VUppNaXq48peM5lM\nbNqwgRe2bgPAKzSMXPcyzo3z5eQpmFxccAGiTTk4HKUEGkNyTquMNUs9SNAp/+efacvi/Pw40qcX\n0tWVZFdXXm7enHLlyjlc54PqUWSv6UFHly5dDyyNoLMVMEgpR1ksmw9ESCnnq4kEvlJKq2c6j/p4\nTUxMJCYmBrPZzNcHDvDmzNmYgeCqVTBnQgEdb9GSz0KLEmdy7knE/QadKtdOUvDSZTwio/C7eTPD\n55dee5VbDV4kl4sLOXPl5u2275MrVy6n2uWs9JRpXbp0ZXsJIRoCnYEzQogTKDmBk4D5ZAPg569f\nf03k7dvkMJkoHBYGQECDFznb/FXuZQouiSkuJJofzwDam0YPcpavzpXy1fB2SyG3IRKAoufOUvHQ\nIcr9/AtFVdbikX59SExMfORB51FIDzq6dOl6qJJS/gW42vi4+eNsi5aSk5Kosv9T/AMC05al5MpF\neHIuDobZB7E+Kp2M8eZkjJJAUjz3PfK4+eLjlkxCfS8qHjqEq8lEnvBwAFxUSnVkZCR58+bF1/fB\nxww9LulBR5cuXc+sTCYTUkrCw8M5/uefuADhcXEUyZmLRA8P/ujTh6Rc7sgcrpjN2QdyeivRA4Ci\nuRJ4ziOOg2PHZ/g8OUcuLn76KSa3HET65aOkn5KPUaVuXYqVLPnY2+uM9KCjS5euZ1Lx8fHs2bED\nKSUmISh8/jyFz57jWpv3ONpeubPnIuDncH9IAENy9rtVFWTMzS+R+XHJNDC6Ue5wynz/I/kDAjCU\nLkVy7tyEli9HoI+vHnR06dKl63HKaDRiNBqJiorCPSGBlxcswgxElFJOxkLC9+EFCDbe39ijxyuR\ndtVjqRfMUfzdqTNI8IqKoOmqVSR6eZGUnExMTEwGb44cOXB3YPqNx6UnFnQc5TAJITYC7wB3pZTV\nnS2vS5eu7CUhxBvARyhTq2yUUs5/0DoNBgOBgYEAHD9+nBwmE24mE/dyu/N3925EFymMOWdOEkwu\nmKQgLuXp/r19MKwgedxS8HQ18bK/4O/u3UjwyUvCjRsEX7mSwZuUOxc9+vR5pON7nNGT5JpPQOEw\nVQB+QeEwaWkz8PoDlH/mZDl461mU3r9nV0IIF2AlyjFdBegohLBGdjupc8eOcXvXbmKXLCXJLDh1\n5RrxOXIiBPycrzpHE/Oz/24RdoUUZ+/dYsSacmRZX0zgqQdt0gMrqzbcM7sRmpSbwAQPjkT78nO+\n6txwL4gQEJ0jJ7E5c3Lzp58o9fNPJGez4SJPMtw7xGGSUv4phNC6SfnUcpweVIcOHXokI7Szi/T+\nPdN6AbgipbwBIITYjXIsX3S2ojt37vDFl1+TBo0tX4GoAoVwE5JvT97mrE8TjGZXkrMYxGlLMYGn\n8S5lf4rwRylH2iARnI9XMt5OxkryuCrQ0Ep54rmUInF9qxU+JLN67QYAihYpRMsW7z7ahtvRkww6\nBR6Qw/Sg5XXp0vX4VRS4ZfH+Nkogckhms5k16zfggpIEEG9242ysJafOF2OEC/EmN+LsXM08exJp\nfT4S7cPtOC9iQotQNFcCeVxT8MmRjFtIMGvWrgPgzTdep+QTSDp4pEFHCPEjypwaaYtQBopN0bA/\n6DVg9rqG1KVL10OXlBI3IYiUHiBBugoq+VhjOQ1eCTQvEnHf6/npAcsfVv+2eoJt0CofKT0B8BRJ\nxMXF3XfdD6InhsFxlMOkeksCX2VKJHCmvB6QdOl6xHIElyKEqA9Ml1K+ob6foBRNTybQj9fspWcJ\ng/Ml0AMFjdEdOJCFV5Bhzkjnyj/sL02XLl33rSNAOfWHZDDQAehoadCP12dbT/JKJx+wFyiOymGS\nUkYJIQqjTG/7jurbCTQB/IC7wDQp5WZb5R9/T3Tp0uWM1JTpZaSnTM97wk3S9Rj1f0GZ1qVLly5d\n2UNPcpyOriwkhPAVQvwghLgkhPheCJHXhu8NIcRFIcRlFRefunyaEOK2EOK4+nrj8bXetmy1N5Nn\nuRDiihDipBCipjNln7Tuo3+1LJYHCiFOCSFOCCH+e3ytfrJyYl/PK4TYJ4S4IIQ4J4So52wdqtdF\nPSa+dKa8EKKYEOIXdd1nhBDDHmR/tvg8yzqEEJ3U/eKUEOJPIUQ1Z8pb+J4XQiQLIdo4W14I0UTd\nL88KIX61tQ6HJKXUX9nwhfKsapz6/3hgnobHBbiKQmXIAZwEKqqfTQNGPel+ONpeC8+bwEH1/3rA\nv46WfdKvB+mf+v46yhwzT7wvj/l7s7uvq59tAXqq/7sB3s7WoX4+EtgOfOlMeaAQUFP9Pw9wCeXW\n/n1tbyf2mfpAXvX/NzLtMw4dF6rvZ5SJ9do4uf68wDmgqPre/0G2t36lk33VEmXQK+rfVhqetIF2\nUspkIHWgXaqy2wNZe+1Ffb8VQEp5GMgrhCjoYNknrQfpHyjb6//xmLS7rwshvIFGUsrNAFLKFCml\nJWTMkeMFIUQx4C1gg7NtkFKGSClPqv/HASEoeK773d7gwD4jpfxXpiO+/kUZ6+RweVVDgf1AaKbl\njpTvBHwqpQxS22PQqN9h/T/u4E+LMgx+BbQGv2oNtLPcIYeol/Qbsrrd8Bhlr71ZeRwp+6R1P/0L\nsvBI4EchxBEhRN9H1srsJ0f29dKAQQixWb01tk4I4e5kHQBLgbFYj+tztDwAQohSQCXgrMViZ7e3\n1uf29us+wLfOlBdCFAFaSSlXY/1D1JH1PwfkE0L8qu6bXbNon1093dS7p1zi0Q6eXQXMlFJKIcRs\nYAnQ+74a+mSV3a7WHqUaSimDhRD5UYLPBSnln0+6UQ9DD2FfdwOeB/IBCUBroKUQ4q6jdQhlFtPi\nQAXAE8gvhDjtRBtS68mDctWwSW3PY5EQ4hWgJ/CSk0U/QrllmFaVk+XdgNpAU5Tv7R8hxD9SyqtO\n1pNWma4nJCnlq7Y+E0LcFUIUlOmDXzNfFoPyq6mExfti6jKklGEWy9cDXz2EJj+obLY3k6e4hien\nA2WftB6kf0gpg9W/YUKIz1FufTwTQech7Ou3gUApZXm1zEvAeCnlu07U8S3QBeV5jDvKnZ6TUsov\nHSyPEMINJeBsQwEPTLf42KntbfG53f1aCFEdWAe8IaWMdLJ8XWC3EEIA/sCbQohkKeWXDpa/DRik\nlIlAohDid6AGyrMg5/UgD4T016N7oTzYHK/+b+vBpivpDwFzojwErKR+VsjCNxLYmQ36ZLO9Fp63\nSH/wWp/0RAK7ZZ/06wH75wHkUf/3BP4CXnvSfXpM35vdfV397DfgOfX/acB8Z+uw8DfGOpHAkTZs\nBZY86PZ2cp8pAVwB6t/PPpfJv5mMiQSOrL8i8KPq9QDOAJXve3s/6R1Of9ncOfIBP6FkyPwA+KjL\nCwNfW/jeUD1XgAkWy7cCp9Wd6Aug4JPuk632Av2BfhaeleqBcAqoba+v2el1v/1DeWZxEjihHtTZ\nsn+P6DtzdF+vgUI0OAl8hprR5UwdFv7MQcdueaAhYLLYTseByfe7Pzu6z6DcqQhX13cC+M/Zfc7C\nuwmLoOPEPjsGJYPtNDD0Qba3PjhUly5dunQ9NunZa7p06dKl67FJDzq6dOnSpeuxSQ86unTp0qXr\nsUkPOrp06dKl67FJDzq6dOnSpeuxSQ86unTp0qXrsUkPOrp06fq/kBCilRDCLIR47gHr6S6EWOGk\nP1QIsc7G578KIWrfZ1vaqdMmfGnfnT2kBx1dunT9v6gDCtq/oz2jA3J2gONuKWW/h7DejI2Qci8K\nBPSpkR50dGUbCSHqqhNV5RRCeKoTRlV+0u3S9fRLCOGJMp/NYJTgk7q8sXqlkTo53DaLz95Slx0R\nQiwTQljxC4UQ/kKI/UKIw+qrgQNtyS2E2KVOBvcZkNvis1eFEH8LIY4KIfYIITwcbcvTIj3o6Mo2\nklIeBQ4Ac1BYWNuklOefbKt0PSNqCXwvpbwFhAqLGVuBmsAwoDJQVgjRQAiRC1gDvC6lfB7Ij/bV\nzTIUFls94H2s5+nR0kAgXkpZBYUhVxdACOGHQrxuJqWsCxwDRjnRlqdCOmVaV3bTLBS+VgLKxFO6\ndD0MdUSZSwdgH8rEZCfU9/9JlfAthDgJlALigWtSypuqZxegNcdRc6CSSnAGyCOE8JBS3suiLS+j\nBCuklGeEEKfU5fVRAt9fan05gH9QgJuOtOWpkB50dGU3+aOg591QbjskPNnm6HraJYTwRZkLpqoQ\nQqLQkiXKZG4ARgu7ifTzoiPzzgignlRm3bzvJlr8/UFK2TnDh0LUcLAtT4X022u6spvWoNxi2AEs\neMJt0fVsqC2wVUpZWkpZRkpZEghQ5+SxpUtAaSFE6lwz7W34fgCGp75RA4Q9/Q50Vv1Vgerq8n+B\nhkKIsupnHkKI8k605amQHnR0ZRup0+AmSSl3ozzTqSuEaPJkW6XrGVB74PNMyz5FO4tNAkhlwrJB\nwPdCiCNADBCt4R+Osp+eEkKcRZkSwJ5Wo9yGO4cyCdxRdZ0GoAewS73l9jdQwYm2PBXSpzbQpUuX\nLg0JITyllPHq/x8Dl6WUy+6jnu5AXSnlfT+jzKot6g+zUVLKFvdb/+OUfqWjS5cuXdrqK4Q4oV6R\neANr77OeBOANW4NDH6QtQoh2wMdAxAPU/VilX+no0qVLl67HJv1KR5cuXbp0PTbpQUeXLl26dD02\n6UFHly5dunQ9NulBR5cuXbp0PTbpQUeXLl26dD026UFHly5dunQ9Nv0PIVr65ClqOrYAAAAASUVO\nRK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "step, angle, offset, center = grid.estimate_parameters(fig=True)\n", "print(u\"Offset: ({0.real:.3f}, {0.imag:.3f}), step: {1:.3f}, angle: {2:.1f}°\"\n", " .format(offset, step, N.rad2deg(angle)))\n", "print(u\"Center of distortion: ({0.real:.3f}, {0.imag:.3f})\".format(center))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Optical model " ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "====================== SPECTROGRAPH ADJUSTMENT =======================\n", "Adjusted modes: ['J']\n", "------------------------- Initial parameters -------------------------\n", " detector_dy : 0.000634\n", " detector_dx : 0.000499\n", " collimator_gdist_K1 : 0.474\n", " camera_gdist_K1 : -0.0317\n", "Mode J RMS: 0.121303757397 mm = 6.73909763314 px\n", "Total RMS: 0.121303757397 mm = 6.73909763314 px\n", "Minimization succeeded: Converged (|f_n-f_(n-1)| ~= 0)\n", "------------------------ Adjusted parameters -------------------------\n", " detector_dy : 0.000637206962177\n", " detector_dx : 0.000505160860991\n", " collimator_gdist_K1 : 0.473999986675\n", " camera_gdist_K1 : -0.0317002829108\n", " RMS: 0.121104441223 mm = 6.72802451242 px\n" ] } ], "source": [ "result = spectro.adjust(zmx_pos, simcfg, tol=1e-4, modes=zmx_pos.bands,\n", " optparams=['detector_dy', 'detector_dx',\n", " 'collimator_gdist_K1', 'camera_gdist_K1'])" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Band J RMS = 0.1211 mm = 6.73 px\n" ] }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAArsAAAJoCAYAAABmySkDAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kwargs = dict(s=20, edgecolor='k', linewidths=1) # Outlined symbols\n", "ax = zmx_pos.plot_output(modes=zmx_pos.bands, **kwargs)\n", "\n", "phot_pos = spectro.predict_positions(simcfg)\n", "\n", "kwargs = {} # Default\n", "for band in zmx_pos.bands:\n", " # Compute RMS on positions\n", " rms = zmx_pos.compute_rms(phot_pos, mode=band)\n", " print(\"Band {} RMS = {:.4f} mm = {:.2f} px\".format(\n", " band, rms / 1e-3, rms / spectro.detector.pxsize))\n", " phot_pos.plot(ax=ax, zorder=0, # Draw below Zemax\n", " modes=(band,),\n", " label=\"{} {} (RMS={:.1f} px)\".format(\n", " phot_pos.name, band, rms / spectro.detector.pxsize),\n", " **kwargs)\n", "\n", "ax.axis([-100, +100, -100, +100]) # [mm]\n", "ax.set_aspect('equal', adjustable='datalim')\n", "ax.legend(fontsize='small', frameon=True, framealpha=0.5, title='')\n", "ax.figure.set_size_inches(12, 10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Spectroscopy mode" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false }, "outputs": [], "source": [ "spe_pos = spectro.predict_positions(simcfg, orders=zmx_pos.orders)\n", "spe_pos.check_alignment(zmx_pos) # Would raise IndexError if incompatible" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Order #1 RMS = 0.3179 mm = 17.66 px\n", "Order #0 RMS = 0.5342 mm = 29.68 px\n", "Order #2 RMS = 0.2504 mm = 13.91 px\n" ] }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAArsAAAJoCAYAAABmySkDAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nqK5pg/G0AAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "subsampling = 3 # Subsample output plot\n", "kwargs = dict(s=20, edgecolor='k', linewidths=1) # Outlined symbols\n", "ax = zmx_pos.plot_output(modes=zmx_pos.orders, subsampling=subsampling, **kwargs)\n", "\n", "kwargs = {} # Default\n", "for order in zmx_pos.orders:\n", " # Compute RMS on spectra positions\n", " rms = zmx_pos.compute_rms(spe_pos, mode=order)\n", " print(\"Order #{} RMS = {:.4f} mm = {:.2f} px\".format(order, rms / 1e-3, rms / spectro.detector.pxsize))\n", "\n", " spe_pos.plot(ax=ax, zorder=0, # Draw below Zemax\n", " modes=(order,),\n", " subsampling=subsampling,\n", " label=\"{} #{} (RMS={:.1f} px)\".format(spe_pos.name, order, rms / spectro.detector.pxsize),\n", " **kwargs)\n", "\n", "ax.axis([-100, +100, -100, +100]) # [mm]\n", "ax.set_aspect('equal', adjustable='datalim')\n", "ax.legend(fontsize='small', frameon=True, framealpha=0.5, title='')\n", "ax.figure.set_size_inches(12, 10)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAtUAAADwCAYAAADPTZjHAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = P.subplots(1, 3)\n", "# Position offset quiver plots\n", "for ax, order in zip(axs.ravel(), zmx_pos.orders):\n", " zmx_pos.plot_offsets(spe_pos, ax=ax, mode=order)\n", " ax.set_aspect('equal', adjustable='box')\n", " ax.set_title(\"Order #{}\".format(order))\n", "fig.set_size_inches(12, 5)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.6" } }, "nbformat": 4, "nbformat_minor": 0 }