{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "**Things tested**\n", " - Instantiation of a TransverseMap (and therewith of several\n", " TransverseSegmentMaps as we have more than 1 segment).\n", " - With and without detuners, i.e. instantiation of Chromaticity and\n", " AmplitudeDetuning DetunerCollections as well as the corresponding\n", " SegmentDetuners.\n", " - Are betatron tunes Q_{x,y} and detuning strengths correctly\n", " scaled to segment lengths?\n", " - TransverseSegmentMap.track(beam) method.\n", " - Check spectrum of beam centroid motion.\n", " - Betatron tune (implicitly checks the scaling to segment lengths)\n", " - If chromaticity and linear synchro motion are on: synchrotron sidebands?\n", " - If amplitude detuning is on and there is initial kick: decoherence?\n", " - Does dispersion work correctly?\n", " - Is exception risen when s[0] != 0 or s[-1] != C?\n", " - Get optics at injection." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# general imports" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "from __future__ import division, print_function\n", "\n", "import pprint\n", "\n", "import numpy as np\n", "np.random.seed(42)\n", "\n", "from scipy.constants import m_p, c, e\n", "\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# sets the PyHEADTAIL directory etc.\n", "try:\n", " from settings import *\n", "except:\n", " pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# PyHEADTAIL imports" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PyHEADTAIL v1.10.5.276\n", "\n", "\n" ] } ], "source": [ "from PyHEADTAIL.trackers.transverse_tracking import TransverseMap\n", "from PyHEADTAIL.trackers.detuners import Chromaticity, AmplitudeDetuning\n", "from PyHEADTAIL.trackers.longitudinal_tracking import LinearMap\n", "from PyHEADTAIL.particles.particles import Particles\n", "import PyHEADTAIL.particles.generators as generators" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Setting up the machine and functions" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# Basic parameters.\n", "n_turns = 500\n", "n_segments = 5\n", "n_macroparticles = 500\n", "\n", "Q_x = 64.28\n", "Q_y = 59.31\n", "Q_s = 0.0020443\n", "\n", "C = 26658.883\n", "R = C / (2.*np.pi)\n", "\n", "alpha_0 = [0.0003225]\n", "\n", "# HELPERS\n", "def plot_data(sigma_z, mean, Q, Qs):\n", " fig = plt.figure(figsize=(16, 16))\n", " ax1 = fig.add_subplot(311)\n", " ax2 = fig.add_subplot(312)\n", " ax3 = fig.add_subplot(313)\n", "\n", " ax1.plot(mean, '-', c='b')\n", " #ax1.plot(mean_y, '-', c='r')\n", " ax1.set_xlabel('turns')\n", " ax1.set_ylabel('mean [m]')\n", "\n", " ax2.plot(sigma_z, '-', c='b')\n", " ax2.set_xlabel('turns')\n", " ax2.set_ylabel('sigma_z [m]')\n", "\n", " fr_x, ax_x = my_fft(mean)\n", " markerline, stemlines, baseline = ax3.stem(fr_x, ax_x, label=r'bunch spectrum')\n", " plt.setp(baseline, 'color','b', 'linewidth', 2)\n", " ax3.axvline(Q%1, color='r', label='transverse main tune')\n", " ax3.axvline(Q%1 - Qs, color='g', linestyle='dashed', label=r'1st synchrotron sidebands')\n", " ax3.axvline(Q%1 + Qs, color='g', linestyle='dashed')\n", " handles, labels = ax3.get_legend_handles_labels()\n", " ax3.legend(handles, labels, loc='upper left')\n", " ax3.set_xlabel('tune')\n", " ax3.set_ylabel('amplitude')\n", " ax3.set_xlim((0.25, 0.32))\n", "\n", " plt.show()\n", " \n", "def track_n_save(bunch, map_):\n", " mean_x = np.empty(n_turns)\n", " mean_y = np.empty(n_turns)\n", " sigma_z = np.empty(n_turns)\n", " \n", " for i in xrange(n_turns):\n", " mean_x[i] = bunch.mean_x()\n", " mean_y[i] = bunch.mean_y()\n", " sigma_z[i] = bunch.sigma_z()\n", "\n", " for m_ in map_:\n", " m_.track(bunch)\n", "\n", " return mean_x, mean_y, sigma_z\n", "\n", "def copy_bunch(bunch_source, bunch_target):\n", " bunch_target.x = bunch_source.x.copy()\n", " bunch_target.xp = bunch_source.xp.copy()\n", " bunch_target.y = bunch_source.y.copy()\n", " bunch_target.yp = bunch_source.yp.copy()\n", " bunch_target.z = bunch_source.z.copy()\n", " bunch_target.dp = bunch_source.dp.copy()\n", "\n", "def my_fft(data):\n", " t = np.arange(len(data))\n", " fft = np.fft.rfft(data)\n", " fft_freq = np.fft.rfftfreq(t.shape[-1])\n", " \n", " return fft_freq, np.abs(fft.real)\n", "\n", "def generate_bunch(n_macroparticles, alpha_x, alpha_y, beta_x, beta_y, linear_map):\n", " \n", " intensity = 1.05e11\n", " sigma_z = 0.059958\n", " gamma = 3730.26\n", " gamma_t = 1. / np.sqrt(alpha_0)\n", " p0 = np.sqrt(gamma**2 - 1) * m_p * c\n", "\n", " beta_z = (linear_map.eta(dp=0, gamma=gamma) * linear_map.circumference / \n", " (2 * np.pi * linear_map.Q_s))\n", "\n", " epsn_x = 3.75e-6 # [m rad]\n", " epsn_y = 3.75e-6 # [m rad]\n", " epsn_z = 4 * np.pi * sigma_z**2 * p0 / (beta_z * e) \n", " \n", " bunch = generators.generate_Gaussian6DTwiss(\n", " macroparticlenumber=n_macroparticles, intensity=intensity, charge=e,\n", " gamma=gamma, mass=m_p, circumference=C,\n", " alpha_x=alpha_x, beta_x=beta_x, epsn_x=epsn_x,\n", " alpha_y=alpha_y, beta_y=beta_y, epsn_y=epsn_y,\n", " beta_z=beta_z, epsn_z=epsn_z)\n", " \n", " return bunch\n", "\n", "# TEST CASE SETUP\n", "def gimme(D_x=None, D_y=None, *args, **kwargs):\n", " # Parameters for transverse map.\n", " s = np.arange(0, n_segments + 1) * C / n_segments\n", "\n", " alpha_x_inj = 0.\n", " alpha_y_inj = 0.\n", " beta_x_inj = 66.0064\n", " beta_y_inj = 71.5376\n", " \n", " alpha_x = alpha_x_inj * np.ones(n_segments)\n", " beta_x = beta_x_inj * np.ones(n_segments)\n", " if D_x is None:\n", " D_x = np.zeros(n_segments)\n", "\n", " alpha_y = alpha_y_inj * np.ones(n_segments)\n", " beta_y = beta_y_inj * np.ones(n_segments)\n", " if D_y is None:\n", " D_y = np.zeros(n_segments)\n", " \n", " if 'detuners' in kwargs:\n", " trans_map = TransverseMap(\n", " s, alpha_x, beta_x, D_x, alpha_y, beta_y, D_y, Q_x, Q_y, kwargs['detuners'])\n", " else:\n", " trans_map = TransverseMap(\n", " s, alpha_x, beta_x, D_x, alpha_y, beta_y, D_y, Q_x, Q_y)\n", "\n", " long_map = LinearMap(alpha_0, C, Q_s)\n", " bunch = generate_bunch(\n", " n_macroparticles, alpha_x_inj, alpha_y_inj, beta_x_inj, beta_y_inj,\n", " long_map)\n", " return bunch, trans_map, long_map" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Let's go" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We start with pure transverse betatron tracking:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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3d6+spNxJUavNdmoBblm8Jh6rycRGIJLslD7McrM9mcghi//8z8Bpp+Vl09/H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\ndzN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jxo3TypUrNXv2bFVXV+uJJ57QsmXLdN5552U0vqa2kXoJdaaaeq9TXXLJJbrjjju0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\npC2SuJwcAAAAANAiOfe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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Pure transverse tracking. Without detuners.\n", "bunch, trans_map, _ = gimme()\n", "\n", "map_ = trans_map\n", "mean_x, mean_y, sigma_z = track_n_save(bunch, map_)\n", "plot_data(sigma_z, mean_y, Q_y, Q_s)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then one can add longitudinal linear synchrotron motion to the tracking:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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SsX374rM4QHq2THNPg6TEjSplSmGWBp0cXr+/sH/NExQ1dexjdJLaTxSzi1Rg\n18a8e7eOXbgglTpQaiy7SNnyFO2ixPf6YOaWuGnq2L92anYxVb5I4QV0MVPXa/JFanJmCB37+Hxx\nJbT+QGzsWJ1KUIfgixReN2Femy+GtAuqvLvE96QTo35bX0q3KdTki1xu4WN0spE4mapaGzKH047V\nqe0rU4vVQ+Zw7XT0BZDS2fVFKlnRxMxxVA3MNcqOpZipWfyNVMoELJZd5AL7EHYxlu/51w5RIaGx\nL3Uz8cVYvueupVY8p1yOrm0XfpI4tO+F74+vNdiamu9RnNxn61jNCokWq9N4Y/faSJxM9b+IduFy\nVDep1gfz2HxRQ8dtJXwBpHQQPtSeBs1BuAbmHN5U/xqljzV0TPXv43OSeu8vMO19ZmMlfNp2MQSB\npzCP5Xv+tbX5Qntf6mbgi7HtIobXHTpa0/cc5nAlOofXtQtFyy6GHITHMLdYLcPrX6uJeaNwMlDf\nLobYOjY0J4ecNIUJ80Wzi0XkizYIXxDJGZHkxFV3L8qIVlfXE0LOiCQlbrlDgErIJcTFIXANzFTC\nl9Nx7DRKTczuHpKTNTl2QbWpaRcpApdiHsouqEM9cnjdwFIDs5bvTdUuNhNfaNiF9opnqV0MoePc\nvtTYNonYCd1D2EXqAK4h7ELb96bMySV4U5NDmpi1Y/UQOVxNvpg6J2vmcDEbGyIf4mCuHaunahel\nfCHl5HYw24JILoEKS8z6zJYdfzxw/vkHfuau5Z64OmTCd889wNFHy/DG7lWCubSU6R3vAN70pjhm\nycwvhblGudhP/RTwla/IMGvpuATzDTcAz3ueDG+q/yFWwv/4j4G3vlUHc+wQIO3ZdWuBpz8duOOO\n+P1C/3MrPmPyxRe/CLzkJTy8wDT44rd/G3jf+/ph5uDVmuhYWQEe//gDE0V3r9gAQVvHgHwV42Mf\nA371Vw/8bAi+6BOrTzgB+PjH+2HWHmylMD/4IPCEJ/TDC/Tj5ND2cjr+u78Dfud34pg1+CL3xoqS\nfak/93PAJZfIMJfoWIsvbr8deNaz4nhr20UpJ7/1rcApp9TDXCOH+/EfB26+WYa5dqxOYb7ySuA/\n/AcZ3ti9hszh3vSmLr+PYaZ8rw3CF0BSD7EksB90EF0W+LnPAd/97vr+l5d1Z9eljkphvuAC4Fvf\nkuOl+pce6hHbl5rCCwDnnUfrWOPVC9o6fuAB4PLLZZi1S5mkmD/zmS7p4+Idaj9Ryi7OPVfXLsJ+\ntHV8660OAaCaAAAgAElEQVTdn3DAQ/mfto5LMKd8r2bpYy55KuWLMQdbFOYrrgDuvffAPYCzGbC0\nBGzZsr4f7TLCEszavqc1CKfwzmbApz/dH3PqwDBtHV90UTdp3gev/3+NfalD+F4KMzVhyNFxbCCw\naxfw+c/LMWvlQznMsf7PP7/LMWJ4qdwi1f8ixuraOdyddwJf/er6dhTm1dXuz5ic/OlPAw89xMML\nTCOHK+GLNghfAKGMyM2iholNrsRteTlO4JdfTpegHHyw3iB861Z6topawaAw79zZH28fzLF9qSkd\nz2bAhRfWxVyi4xTmCy/sficX82yWLrErsQtqxXOqdiHF+73vdYOXRbKLnTvp/mOYtXVMYZ4iX5Tq\n+I47uomOqXGy1C5msy5Obd06jF2E/uf4a6p2IeWLq6/uJhkX0S7Cqr2hODmGOYXX2vp2oa3jL36x\nwyXFXJuTpxyrqQUDCu/evcDFF49rF1K+uOACuv8xY/WU7UKK9/77gWuukWNup6MvgMxmwLZt8VnU\nLVvWz4rmZp4OPjjtqDFC2raN3tMQtqHwAp3Rb9smmy1zRkxh7ouXg/mQQ/iYUzq+6qpupqwmZine\nHGapXaRmJEvtghpsxTBbO5xdUJhj+1JTOv7iF7vPa9uF1Pc07UJbxxRmii/27OnKNMfgi6lzcm2+\nmM26ZCc1CK/JFy5Wxlbi77sPuO66cfiihN+A6cbqErsYipNjmFN4b7yxs40hONlN6Ofw5jBL7WI2\n6waVNfOhHOadO2U6rsEXu3bx8V52Gf3++qFidW2+GCpWU5hXV7uKjjFzOKkdX3RRuv+2Er7AsrbW\nPajQiPbt6wbgYWLhEo4SMjz8cL4Rra11BB7ej8LrMFNGL8V8773dSpHU6GP9pzCvrMT7pzDnyFCi\n4xLM+/bJ8OYwS+2iRMcpu9i6VYb5uuvSiYWWXeQwh4FSU8clmDV9z60SjWkXUsyXXhqfxa5hF2H/\nPt7Y9pVYH4CeXbhVYNc2hzfEHAql45WVbkLpEY+I/35qEF6bL1ZXu89jg/ALL6zve65qLTYIl/Ib\noGcXs9kwvvfQQ905HbFcZShOzsXq0C+H4uTlZcCYeOVISsex/qWY9+yJTwJo5kM+5rDNbbcB3/nO\nuLFamsONHauH4IuxY/WVV+5vy8GridlVTc1m69vUsIsNNwg3xrzUGHODMeYmY8ybiGtOM8bcbIy5\nyhjznFxbY8yRxpjzjDE3GmPONcYc4X138vxe1xtjXuJ9/lxjzNXze70tguFXjDFrxpjn5n4TFShX\nVrpB+NLSgQS+tgYccQRdThEj8JWVbpXop3+aX07hCHzr1vUBJEXgjvR9SWGmgs6FFwIveIG8/OOw\nw+JttDCn+t+5sz7mEh1T/X/nO8AttwA/8ROyUiZtHadWPMP+L7ig03GMDIe0i9j+K6r/ITBr2sXX\nv959d/TR49qFhC+cjsfgi7W17rMtW7oJIm7/WphdIrS8zF91KbGLL38ZeNKTgCOPjPcf2083lO9R\nkwBD2MXq6v6V+FislvDb2lq36iLhC2s7u3vEI9b3r+l7VP+f/zzw7/999/xDu6AGwUPF6oMOWj8I\nBoaxiz45XPjsd+/uKu2e/3wZJ7ty2HAlPqdjDb4YIh/yMWvkcEPZhVY+dPfd3blJP/ZjfL4YKlbn\ncrgx7MLajg8OP7y+XWy409GNMUsA3g7gWADPAnCCMebpwTXHAXiytfYpAE4E8G5G2zcD+Iy19mkA\nzgdw8rzNMwG8AsAzABwH4J3GGDNv8y4Ar7XWPhXAU40xx3oYDgPwOwAu4fwuN5NCEXhsdvlRj5LN\nPF1xBfDkJwOPeQztqOFhCG4Wh5rdlpZ/SDHv3An87M92/44FdurwhsMOo2erNDBTeGezLnl64QvL\nBltczJo6vugi4Cd/kr5fDPPu3bo6poJOyi5e9KIyAq+JmcK7a1e3x1MyAUZhdm9KqG0XO3cC27ev\n9333uhWKL2r7Xg7zi17E5zdNzLNZl2gffnjcLmIr9Hfd1R1Y9G//bX/Mrv/UIDxme1p2kRoED8EX\nqZXwnF1ocTIVqw8/vNNBqH9Kx9dc08Xpxz9eNmG+vBzfujaU76XsIvZchorVMbtwlT61+UIzh7v4\n4o4rqNU4ipMPPbQsh9PiC6nvafOFJIfbt6+rqNq+fbwcTpoPucFhOAGWwjz1WF0zh8vF6hjeBx4A\nvva1bqJRyhcbahAO4BgAN1trb7fWrgA4C8DxwTXHAzgTAKy1lwI4whhzVKbt8QDOmP/7DAAvn//7\nZQDOstauWmtvA3AzgGOMMY8FcLi19vL5dWd6bQDgfwD4UwDBmkhcZrP0LGqMQA87rJv5Do01ReA/\n9VPxYJhy1EMO6Qw27F86i5pyVNc/F3Opo2phpnR8ww3Av/pXwL/+13qBnbKLgw+O7zMrCew5u5AM\ntkp1LNkDdfHF6VUiDR2XYE5NgD372XT/0sGWMV2bmoNwyi7W1rr+UyueNX3PfRditjZvFzX5wg02\nJIH94ou7CbDYwTEUZms7zFQ5uGQlXNMuXP9bt47DF9Rg67vf7ao6nve8+pxMxeqDDuoGQtx9qaWc\nTMVqVyoZe6VhbbtwFQJD2QV3EH777R2PPfnJdflCexA+1Rxu6rGay8lf+Qrwoz8KPPrR9flCMx+a\nQg63KHZREqsvvRT4d/+OXnxL8cVGG4Q/DsA3vf/fMf+Mc02q7VHW2nsBwFp7D4AfIu51p3cv/+25\nP7jXvPz88dbaT3J/FFUyRhH42loXWA47jD8Q+P73uxLCkIyBPIHHSuxKS5kkjkphdomNu2+IOVay\noonZrWyF72/ftUuu4xLMqRK3Rz6S3pdKrdKW2EVY9pjC6zBr2kWqokNDxxRm98wlK+ElvkdhXlsr\nLzvW8r3U3t/avucmnsIVv7W1blLyyCPr2oXb+xvqzD0XSWAvsYuVlf3Pfwy7oPhibLvwy8H9Nrt3\nd1xFnRWgzcmxWD2EXVCx2j2Xgw5an9huBr6g7MLhlQxoSzCn7OKQQ7q/qX2pYf+LmMPt2jVerE5h\nHiJWpzAP4XspzEPoOId5LLsYipMd5o02CC8Rk79kndj8JZGOulL1vwDwRkn/JbOoS0vxQbgziJih\nxPas+W1iZYRUObpLAsN+cmU2khk+CnMqsLukSzJbljpwgtpPFJtdL9FxCeaUXeT2pWrYhStxix02\nUzKLmtsDFWsTDkJSeIEyu6AI3O0novaEa+iYwuzuJV3xlO4/HMr3pJjdyla4ejyU7znujZX9js3J\nU7WL2Mq9a6PFF46Tx7KLXKyuzReUXZRMzmwkvpiyXWzZMi5faOVDOcwHHbR+wSI3cBnCLmrH6hRm\nDt5wIUXbLmrrOId5rBxuqFi9srK/alBTtureTix3Anii9//Hzz8Lr3lC5JrlRNt7jDFHWWvvnZea\n35e5F/X54QB+DMDO+YD8sQA+aox5mbX2y+GP2bFjB4Buv8FjHrMd+/ZtP+B7R+ArK3ECT83khLPe\nzlComV/qBEWqlMkFdrcy42OOlco6R/3GN0It0EbsG36sfxfY3anADvNhh3VliLHfqL3/0P07hdfv\nX2s/0fIyrRdnF9u2HYhZouMU5tAulpbSeB1mityOOAK4++71bVKYw0FQCq/DXLKfKMTsJ0+U72no\neGVl/97vWAChkmpKx4985P59qUveVKoUc26wpaFj1yY12HK+l8Pr90/ZBbXH8tBDy33Pl1K7OPRQ\nGSfn9oRzdVyCuY9dfOc76/uX2kXIyTm8fv9hrHCYf/iHZZycGmwdfDBtF3v2rO+jlJMffljOF+6V\nUH6bI47otleFUsMuYomwFl/0sQutWJ2yC8cXj370gZhzAwGNHM7hdQdV+ZhTfHHrrev1krKLrVv3\nT9i7XNEf7IT9Ox3H7qVpF1qx2sfst3ETD9TWsdTgdHl5/6CzFLPrf3m5fqw+8sj1PGrtuDkcVbVW\nI1bHMJ977k4sLe3EfJinJmOvhF8O4GhjzI8YY5YBvBLA2cE1ZwN4FQAYY54P4MF5qXmq7dkAXjP/\n96sBfNT7/JXGmGVjzJMAHA3gsnnJ+kPGmGPmg+1XAfiotfa71tr/y1r7o9baJ6E7mO2XYgNwoBuE\n79ixA4cdtgOPe9x2MuGLlR1LDxZwBCgtWXGHelAlbpJTH6X7RijMfv/cMpvZrOzUR2o/UcwhS3Rc\ngjlVjj62XWjpOIeZInAtHVOYp6DjEt/burX7ndx9qVP2vVgVymbyvVzZsaT0sXGynl20WD1Nuxib\nL8a2C4ov3Knx4b2G5IvYeRhD2UVsS2GJjldXD9xe4F+fmwAD1vevZRdj+56rGgyfsfu9krNQSjD7\nNjaG7z3vedvxqEft+ME4T0tGHYRba2cATgJwHoBr0R2adr0x5kRjzG/NrzkHwNeNMbcAeA+A16Xa\nzm/9FgA/Z4y5EcCL0B2qBmvtdQA+DOA6AOcAeJ21P3CZ1wM4HcBN6A58+1QMMhjl6Gtr/WZRfXEz\naTFDWVqKl1NQq+fU6ei5ErdDDuHPSPr9czG7hIs67CVWskLp2GEuKX2kSg9TOo7NsK2uxnU2FbuQ\nlD5u27Z/FTfETNkFdRBJCnOslInCC9CzqJSOU+/9dTqOreBo6Vjb97Tswg9s3MNecr4n4QtqsFXC\nbw6zhC8WlZOp044PPbT7PJbASDD7nBzjC027iPGFJicDclvm2MUYfOH614rVffiCuxqnyReu/0Xj\nC0k+lMKszRdadjEEX7j3QadyOKqiaIhY7SZnavFFSsf+gDacBND0valz8hCxWlvGLkfHfLD7tOCz\n9wT/P4nbdv75AwBeTLQ5FcCpkc+/BODZGawvTH3vhJrJ2bcvfdgLdTAbNaBMlVOkyCVVjh7DnDq8\noXRPeKx/ilyoMsJDDunepxhKbhB+330Hfu5m11P7zCgdh6WX7l3sVBuJXbj+U3YRK9MvKWWi7MLp\nxQUZH/O2bV2ADfuPEbj/KqyYXtzrOPxSNvc5sL7s2hF4WPbudBzi8gNYzPeoWdSp+l7KLqhy7BLf\nk55eKuWLPr6XCuwPPsjD3Mf3tOzi0EN17CLEHJbESjAPZRcUX9SyCyknh89lbL5IDQQ4vheWCmvb\nRSpWl/DFbbcd+LmmXbjJqkMPrR+rS0pi+/CFe5c4UH6uzxB8cfjh66u5gLhduJXYww9fH/dDu+Bu\nKTz00PU5VGms9u0i7D/FF1pbQQ45JL5NIOV7j3rU+u0zQ8fqhx5a32bK4ydtGbscfUPKbCafycmV\nU1COqlXKVLL/0N+Xyumfwpwjl8MPj/chXQnnlLj5/XN0nJqpDktmAHo/EUUuWnbhnnHsVF1Nu0jN\nVMeesZvd3rIlfjBcbpWWaxecQxGpErdwdlnTLnI6PvjgeP+adsGZXQ/vVVKFEvM9l7CU+B4V2CV8\nMYTvpTBr+14Nu+jreznMJXt/Jb5XgrmUL0rtoiYnz2b796WG+8WnahcUX/Sxi/A3ugnzsLw1hbkP\nX1ADgTH5IleOPoZd+HuPJTquncPldJyyCw2+yOmYwuz0GP7+IX1vCE4eIlb7k1ta0gbhFYSaySkp\np0jtaaDKKSgj0j6J96CD5PtSpSVuNU59lOw/HErHte0iN9jStAvJHk83uDSmrl2U6jhW4jakXSwv\n05MTte1iKN+j9nhKdVyCeaNx8lB8oWkX0j3hUh1T72JPYW52sfH5gtJxCvNGs4vDDuvevBL2MyZf\nUFVrOR1v5hyOgzkcCA+ZJ6+trf9u0WJ1WwlfIFlbK3v3KHWyKLWnIeYQ7jvqZM1YKZNf4hZz1NTB\nBpJ3m1OYcwRO7Rs55JD1eKkTFP33QZe8oiz2WyTlYjkdl7z2RGIXOR1r2cVstr+8z7f/nI6BunaR\n8z1qz1aJXZT63hh8wUmeYofdHHzw/i0GIWaKL6gStxQuiY4dZg270PQ9911p2bHE94ayC4mOc5g1\nOTlmF3v2dH3HDg7S5ovasTo3EJDG6qnaBcUXOVxSHcd8L4W5lC8k+ZCrDhuCL7Zu7TjeX0hxlVfU\nYam17aJUx0PGailmDb4YKodL+V6JjqnvtHO42uMnN9GhLW0QXkFmM9lJvLPZ+KVMuVnU2GwRhTln\n+DVPfVxd7e4fO0GReh80Nbue03EqsEt1rHVCc4mO/VnUvnZBJak5HQNyu6DKjjV9r8QuNH2vNl/k\ndOwCO4WZml2PPZfY+1JzgV2iY3/Fs69d5HwvteI4BF+UlqNL7YJadZH4no85xheSU7A1fS+Feaqx\nOjdpJ43V2nyhZRez2Xh24QbBqZJYKV/EzmKhMLv7ps5vkfBFat99DDPFySnMmnxRquMpxuqhcjjt\n3N4NNvfuPRBvSsfGxN8fP3YOR23pK7ULbWmD8AriEi7NcgqKwKnEQnKypjNizRK33IETVJlNDDNV\nskLpuOS9v7EAwtGxpLQ7peMa7yrWKEfXsgtKxy6pBOSYpXZR4nspzEPYRW2+yPmepl0cfHD3e/x9\nqS6wS33PvavW72dlpcNFJTaafDEFTo71oW0XVPIk8T0fc6xNqvSxpu+lMGv63pB8UVqOrhVHJHZB\nVa25NqlBeEms5vqem7CXnN/CyYeo55LyvTH4gvI9NzmRKpXW4IvNHqspzFPN4fxBODVhP2YOR52a\nX8oX2tIG4RUkN5MTI33KiJxBhIbqkyFlxNxSJmeQ0lWXGOZUKROF2SXVGifxljiq6z/2XIbSsdZr\nT1I6zhG4hl24NuFBJJSOXZAA5Jg17MIvZSp5JQc12KxpF5p8kfO92nzB2WcW03EMc6q8VJsvYpU+\nQ/JFyavrNO2C8r3UKw0pvjj88PX7UofwPddGky+oAeVQfCHxvRTmIWK10wuVK0heUbbRYrU2J0v4\ngvI9d7K+O79lEXK4sWM1lQ/5/XP5YqgcjuKLXJ4M8O3CDXCp3685ftLO7bWlDcIriNvTIFl1cSco\nSvdXa5QycUrcKKIIMVMlKynMnMFWrIxR6qgpHZeWMqVmqiU6LsFcWl6qhTlX4qZVjh5iXlnZXy4o\nsYuU78X2bE3BLmrzBSewj8EXOR3HMLvy+djstjZfaJYdxzD38b0h+ILi5K1b4yt4uYQv3Jc6hO+5\n/jX5otQuuJhLkupafCGxC4mOXUnrIx+py8lavhfDnPO9ku15qb2/NflCM1Y7zBp2MfUcLoVZgy+G\nyuFKYzXAx1yDk7Xtog3CF1RcAImVU1DvuXMGUbJvhArSpScoxjBrzKL2waw9ixruS805aowoKEct\n1fGYdlFyOrrULjgEzsWcKy+N2UWpjjezXYzJF36QBOL7uULMJacdl+o4dWr9EHaResZD8AVVRjgU\nX2jo2LXRtAuJjkswa+qYehVUCnOOLySnHad07LaVALJ9qVPmZI2S/yFOzdeM1aur6XL8FqsXJ1Zr\n2sWQnKxlF+0VZQsisxlvP1Fstqr0iP2YcUlOUHRBL/eu4rD/lKOGJ9G6yQkJ5tms69+dtu3LbJbf\nN0KRQWxfqvvO7ydXsiI5HT2n4xRmLbugysV279azixSBp3QM8DFTOnZtJHaR870Su5Cediy1C02+\noPZ59cGswRc5u0hNzmjYRc73XADX4AuqjDB3hoT2q+u4cSQ1MRrD7A/2tPgi53v+pM2QfKG5dYw6\n7VjL99bWOhuSbB3L8UVqm4JUx4CcL6Q6LvG9Er5IrURLc7gSzJJJu9JYTXGyW7nX4mRXNeN/N9VY\nPVQON1Ss1raLRcrh2unoCyKpmSf/dL+Yo4Qlee671CwqVf6hfYIilXDFyghdgur37wI+tZ8ohnnP\nnq5varYqd4IiRRQhZkduIWZ/tkwa2KU6TmEusQuujvtgTiUWUh0DfMx9TzuO+d6hh3b2Fv7+FOZU\nAKlpF5uBL3y74GLWtIuc720WvqASPupU2xhmatIihblUx7HTc2vwhYbvcV5FVdP3KB2nMFO+t7bW\n4aHeTLC8vP/fPt6UjoE45hRflJSXDuV71CC4ZBA+1VidqlrT4uQtW7rf4y+kbCZOHitWc+xijFid\n4+SSHK6Voy+w5PZgpMopYqTbp2RFchpoiaPGMPtGH/uNwPokicKcKjv29434qx45HQPxkqlcSayk\nZKVEx9p2kdKxFmaJXXBKmbh747h2EeJN6did7Ol/xyllKkn4xrSLReQLLuYadkHpuJQvtHScq/bR\n4ovUq+ti74+PYaZ0nMJcquOh+KLU92IJei6pjvVfk5NDzBwby72LXWIXfWI1ldTX8D2JXeT2hFO+\np8nJXH/hxmoOX9TwPWDz5HDce00lh+PyxVRidQlfaEsbhCtLLkimTveLGaQ0sHMclXLukhMUw/65\njioZbFGzVbHSnH370q8civVPrdT0GWxJdZzCvEh2QfWfKuEtJXDKLkpO1nT9SzCnCFxLx40v9PhC\nethLSseblS+s7QZcEsy5QXiq7Fli+1K7SJ3foul7FF9MwfdyutTyPYld5DhZe2JUg5M5vqdVhSLF\nvG+fTqwekpNzg3AtvpiCXSw6X4xtFzlO1o7V2tIG4crikgqpo6b2J6Reh1M6WxY6dwpzqmRFQoZ9\n9hPFBjsxzLnTjqn+Y4Gds8dTcqqt1C5y/Utek+TrWAuzdJ8blTxx7IJ7suZsJn/HpNQuXJtUKVNN\nu5gqX+Te+1vKF5IKiRRfSAdbKR2X7EuVnNA8Vb7Yu3d/SSAXc2oQTiVQOd/LDcI5fDGU71F8UcLJ\n7nlpxGpKx666IVYdVMrJErvgxATK9qXlpUP5nva5PlLMsQO4pLGam8NJ7MI9F/87zRwu569TzOFS\n/jpEDiflC26srp3DuXuFh7imMLdy9A0ozug0Z8ti+1b8NtzZstQBXCnMkhUUN1MdKzt1s2XcUunc\nCYoxzKWzqCnMklImp2Oq/6HsQlKOXoq5hl1wkhHKjl0bzdn1FGbJYKvU98biC2v3+x8XswuGsYOe\n+tgFF3PJiaulOs7tM5PwRUnZsQTz2lr3J/baSilfODsG+Jg55ehanCzhixq+t7y8f693rs2UY/XS\n0v7zWyR2obES3peTU77nJ+hD+J7DrLV1rBTzmDlc6mA2h9kfoE0lhxs7VksmzMfmi5JYrZ3DuTOn\n/P778oUvfuzTlDYIVxbOvpGQEFLlrTXKS2NJWgoz9T5mKqkforw0t8+M0rHrP+aoEgKlHJXCvAh2\nIcUssYsh9xPlDgHStIsh9pmNYRcrK/sH1FzMFN4U5iH5InfYi0THU+GLWBtKx7H9ulK78FcDuJgp\nHfsrrqW+x3l13ZC+l0vEpeWl0sFWDU6W2AXFyWPH6q1b1/ez2WI19VyGsItFzOGmEKv78gWF2a9a\nS/FFbBA+BF+UxGrXf2270JY2CFeWXJCk9vLlSiMoRw3buPJOaXmplMApzCWOSmHOlaykCJzSMUDP\nFkocldrn1edkTU274Oq4D2aJXVC4QgKtaRcp3wPkmGPPhZrdLtVxbb7gDLa4mCm8KcwcvuByXJ8T\nV6U6XiS+yCUcEr7QtIvUM875HrXqIbGLGr4n4YsanHzwwesPzJPaBee5jMnJKb6gOHlsu9gIsXrI\nHE47VlOcPMVYnRoEx3TsqghSh3XGqta2bKGr1hxmSUUPoB+rw0OXtewixxcpu9CWNghXlpSj7ttX\nVrJy0EHxk2j9fRDhvVIna8YMldo3sm9ffD9RLoDEyNB3FA7m1GwZhblPKROFmSplWl7eX+qZw5zT\ncWnpY4zAUwQanl66utpdl0rqqVlU6WEvuT3hFIFSJ65SgS2GOadjQI6Zskutw15q2AWXL1IrnlId\npzBz+EKKmeo/ts8sp+OlpfXc65e4cfjC/VtyQjOXLzhJEmXHKcy5wRbAx1zD9wA+x5XGvT7bFDh8\nQeFNYU6txrlDSbmJaC7uAWnfG4uTU3yRGuxx+aKGXcRiAsf3NPgidzp6iV1I+UKSw9XgC0k5+pB8\nUXKGBOV7AD+/KI3VQ/FFrB9Nu8jxRTsdfYElR4Ylp/tJnJsiQ0D/HZNU/7EENeUoOQKnCDSGuc+J\nqxTmFFGFM4kU5pyOS+xCMgjO6Th1CE+I2Z/d5NpFTscAbZc1KyT62oU0sMd+ozZfaNqF0wt3xbP0\nAK4h+GLbtg4j55WG/oqrdPWeSgRzg61afEHZcQ6zVsJXctASly8kdiGNeyW+J+GL0litxRdD6Nhv\nM3as5vJFDbsoKUcPfW9tbX+1gxRzyRsrSuwiNdiaol1IytHHyOFKJkY5fFESq4fkCwnmoe1CW9og\nXFk4+0aoJI1yVGcsvlFIk2pg/0w5ZcSpEre1tXiJG2X0FF6Aj5nCm8JccuKqVMclmGvYhcZrTxxe\np5fYXhvpQUuUXcR0nCLQqdpFKrBSBL7odsHBXGoXtfnCrWS7JJF7CJAWX9TgZIldUHhLMGvyReoZ\nD8EXQ8Xq1ASU1C5KBgJSu+jje7FtAtqcnOKLKcfq1GCLq+ODDtp/hgIHc983Vix6DseN1X5u62Pm\n2DEHsyRWS/liyFi9UewixxepHE5b2iBcWUqCZI4oJKXSlNG7RDRV5pLa60IF1pTRx/ACfMycwBor\ns8ntP4x9V1KO7jD7SX0usEr3E6V+f0k5OoWX0ksJgVO/v7QcncKc2pepMYuaw5za5xWWMlGYNfli\nba3zU6pCQcIXvl30XfFMYR6CL9y9jCnbr9yXL1KDrSH4gsLLxVyLL0p0HPKFBHNN3+Ng5vLbUJhz\ndgyU2YVGhUTOxkpjtWTSTDrYysXqcCGjDydzMTt+lbyxooZdSHK4GnxB2cXWrbS9avheSQ4n5Yuh\nYnUNuxgrh6N8z42TUgsZ2tIG4criG1AYWKnT/ZzTxRyipPTRlV+EBO4S0S1beCUrbhZVgjmHF5Bh\ndo4qLVkJ23BKH6UEKsFM4eVgpuxCY3Y9R+ASHacwc+1COtjqaxd+Ul9iF9xydKqNJl9QeMP+Jb7n\n9CIpcUv56xh84T9jTb7glrhReDmYc3wRSyy4OnaTNrGVNY5d9OWLPpwcayPlC4f3oIPihwDViNUl\nk65SVvEAACAASURBVDPUalwtvujje65NH77oy8lTjNWpwV6p70l1HBtsbfYcLscXHH7jYC7N4Uom\nZ6j8YoqxmsqhJJg1+cKPCW0QvqASBnZfSmbLqJWiPoMtqk2I2f2WmEPmAkiN5Cn2OpoQc9/Sx5oE\nHsPLwVxK4CV2ESNwro5T/ed07PqX2gXV/5h2sbwse1ewFl9QeHP9a/EFhdfpYki+oO41hl1QeDlt\natpFHx27Nn34oo+OSzCn9GXMgd+NGatzbWrzhYZd9OGLnF0MMdjSjtXSgUBtHaf630yxOoeZw28c\nzLGY6HKF2rE6xhdTtwsJ5qFjtba0QbiyhI4qOQQodHp3P+ksrutfq7wU4GP2V4kks7gpzLF9ZjnM\nOUcN71Uyi1sS2EtLmWL9OwKPTU6U2AUXM5fAOTr2S4kou6Qw1yhlkmBO9c/FXGIXlO9ReMP+a/NF\nLOHwV1xr80XK9zX5YssWGSdrlqM7zNREj4TfgLolsZqcHPKFxC4oOwbkfCGJ1RRfUHj9SSuu7/lV\na335oo/vuTZ97KKEk/1cIfaKthK+0IzVqcqZIXxvaYnWyxB8kcoVhuCLVA5XM1ZTOnYr5LEVVylf\naPqe33/st2jzRayay91nCL7g4g1/p6a0Qbiy+A4UPvjcwQKxpD5VSphaoU7tG4kRQspRXRsOZs4e\nzxLMsTIfaWD3962EmCU69rGlyIWDl4OZsgtqr37OLrgELtVxCnNqNcC3i77l6FLMfv9SzDE/cvfh\nYi6xi5TvUeXoqdJDbb6Q6libLyjfA8bhC58rUnt/a/FFDi+QxlyLL0p0HPKFhOMoOwbkthwb7En5\ngsIbbhPgTD77nNCXL3Jlv5wB4lh84d5mQOlZwheasTqFmcsXffKhmF6G5IvYIHhIvkjlcNyJgyE4\nOcTctxy9JIfz+SI2YV4aq7mc7Py4Zg6X870tW7q2sUkrbRl9EG6Meakx5gZjzE3GmDcR15xmjLnZ\nGHOVMeY5ubbGmCONMecZY240xpxrjDnC++7k+b2uN8a8xPv8ucaYq+f3epv3+e8aY66d9/1pY8wT\nUr/Hf1DSQ4BiDjFUKRM180SdupjqX7u8VIp5qiVuuf1E3P7X1ngkUqLjkPRTdpHSi1THrn8pgVMB\nROMArlLfA/QqJCR8kQvsQ/GF9BkPUY7ugrQmX1ArW1y8HMwafFHD91ybPnzRx/dKMEvtIoVZ69V1\nUt9LJdXSWF3TLmrxxZB24QaUYTVjnxxOEhM086GUXjZjrOZi5vAbB/OYsTrFF1PL4fx7jZnDUeek\nuH40ZdRBuDFmCcDbARwL4FkATjDGPD245jgAT7bWPgXAiQDezWj7ZgCfsdY+DcD5AE6et3kmgFcA\neAaA4wC80xhj5m3eBeC11tqnAniqMebY+edfBvAT1trnAPhnAG9N/aZUYHevmKACK0XgKWOhyk8k\nK56+o/ozrw4vwMfMcdQSzCly8THX2DeSKjumZte5eAHaLvoQRUrHqRVPiV1ICTxHulLMuXJ0Duaw\nlKmPXfi/hYs5FdilfEHh5WDW5AupjrX5IhfYOZg1+YLCy8GswRc1fC+mF6ld+LFyDL4osYsafJGr\nAOPwRWmsrmEXG4UvjFm/Gi31PQ7mIfKhVJuhfI8qhx+Dk7mYh+ZkTv+lfMHRsf8WpbE42R8/jZ3D\nUf6nKWOvhB8D4GZr7e3W2hUAZwE4PrjmeABnAoC19lIARxhjjsq0PR7AGfN/nwHg5fN/vwzAWdba\nVWvtbQBuBnCMMeaxAA631l4+v+5M18Zae4G1ds/880sAPC71g8LALjndj3LI2KqLvxLat2TFJxdq\nFpWL2S9Xi+FN9V+y14RKRqjSK9d/6HgpHbt2sQAi3Wvifrvfj/RkTYcXkNkFZz8PFXSoErdQLznM\nUrtIYQ6v5+wnouzY9S/BTOEFZLPrMR1zMHPx5jBr84VExzX4gvI9QOckXqfnWDKQ0rG7H/UdR8fW\ndr/ZYab61/A9DidL+IIqoU3puCZf9InVJZhLOLlmrK5lFzX5wu9/inyRGlRp5nDSfMi1GYsvSs71\n0czhQrz+YFOraq0kh3Ol11Sb2nwRw8t5Y4aWXUyRkzfbIPxxAL7p/f8OrB/kUtek2h5lrb0XAKy1\n9wD4IeJed3r3uiODAwBeC+CTqR/kJxbS0sdYkjZEKVNu30isDdV/Dm/qXppleVQfsXvlMMdKDznk\nEsPr9rqEs9UlpUzut4xlFym9DGEXFF5Af5uCdMVVilm77NjvOzW7XcMuNHUca6NtF9p8UdMu3KSF\nZCvKFDh5Ee1iKL7QKi9dxFi90ewidq8c9w6RD6X0shnsgrqXMXK7kBy6PPUcbiP5XgnmklitLVv1\nb1ldTP6SdWLzl2Q6NebXAPwEgJ+hrtmxYwe+8Q3grruAnTu3Y3l5e9HpfrPZ/gF5aTmF9ARF6X4i\nqsRtNisvF5Oe3E1hPuQQuaPmHNJhdsQpJRf/mTrM27YdqGcJgedIr1TH3D2eoV2EeumjYy7mXClT\nqe9xMadKmYY6HZ2L1824D8EXEh3X4AuO7+Uw9+ELTombS4xzmHO+R83ia/medNXFYf7+99djTj2X\nReILalAzRKwumTCvVY4+Bl/0KUcfgi8ovKVbxzTyoRxfaNvF7t0Hfp473HdsTuYeJufw+vdzec9U\ncjhpdZJmPpTqX5oPATTmsJJ0qBxu796d+LM/24mDD4aqjD0IvxPAE73/P37+WXjNEyLXLCfa3mOM\nOcpae++81Py+zL2ozwEAxpgXo9tX/oJ56XtUduzYgQsvBG66Cdi+vex0P/edI65ckkoRa2rfCNVG\nOrtOlaPngmQJZm751coK8MhHxslFWl5KYfZfIaNZ4kZhpvBSvyVnF1oEHvbvVlxTpUwS0s9hXlo6\nsM8SHcd8j4s5ZS+S8qulpf17D91v4WCm8PoVNe6Z9vE9KV/kdOz3s7raTUZp8oWm77n+Y3oOS9xy\nvgcciDl8FVVfTvYxl/BbaK/Ly7p8IfV913eqTe3Sxy1b4qeQpzBL+aJ0oqNvrJbGvT6Y+/CFJuba\nfJGL1RK71MqHcnxR2y7cYoOP2ec+TU5O+Z607Dj1+x3m3CC8JIcbki/c9X4OVcv3JPmQr+MQcxgT\n+mDmxmoAMGY7/vAPt+MRj+j+f8opp0BDxi5HvxzA0caYHzHGLAN4JYCzg2vOBvAqADDGPB/Ag/NS\n81TbswG8Zv7vVwP4qPf5K40xy8aYJwE4GsBl85L1h4wxx8wPanuVa2OM+XF0h8G9zFr77dwPKh0I\nxIzY/e32rXCdm+OokuQp1SY0YjfzlNs3UhuzhCjcxAEXs79vRjK7XmoXFF5gWnbh+s69DzpFoNJ9\nZn5g1/Q9DmbNwB4eApR676/ULqbue9p8oel7FGYq4Uv5HnAgX+T232lysoTf/HtJq5Nqc3Iu4ZqC\nXUj5YsxYXWoXjS/ibfyJYR8vII/Vmr6XajMGX/jcN4TvhVs9+8RqoG4ONyRfhHv1U/eqwRdjcTIn\nVm+KcnRr7cwYcxKA89BNCJxurb3eGHNi97V9r7X2HGPMzxtjbgGwC8Cvp9rOb/0WAB82xvwGgNvR\nnYgOa+11xpgPA7gOwAqA11n7g50drwfwfgDbAJxjrf3U/PM/A/AIAP84H6Dfbq11B72tE+6eBt9Q\n/Db+6gJn30i4GuEHKe0StxjmWP/SfSMczLGENxfYqQFSX8xhYI3NVlN4ATlmCq/DxSE3X8fcFU+p\nXWjqOMS8a1e8jb/Sq+l7HMyU7wHpVZecXSwvH5g8SH3P6XJ1tfvNqefCCexSvtDUMdVGEtj7+F4J\nZsqOgQMx9+G3WBv/fpq+p8UXMR275E2bL0p9L4e5Bl/41QvuN+X8tSRWU0m1xPd8vkit0lK2HG5T\nOOywch3v3cvrf0i+8Ac1Tq+cqrXa+VCq/yF8L2wzNCf7/S8t8WM1ZZe1cjh/4a1Ex31y+zCH0uCL\nGpw8mw2Xw234QTgAzAe7Tws+e0/w/5O4beefPwDgxUSbUwGcGvn8SwCeHfn85xLw1wlnJmdpab1B\nxmaSOPtGKKfXLnGj9nnFcOVKVqhSqhhmt/+C2p+T0nHo3NRsHXevi2QWlcILyDGnkvpUYJXaBfWM\nuXahoWPpANG35RIdU77HwZz6LX1LYkt8j7KLnO9r84VExxy+kGLW9L0Y5pxdpMpbqUF4rM1BB8k4\n2cfch9/87zT5IpVw9eVkDmbKjoH+tmxtnhc4fOGu8fXi4+Ik1RRmKuHU9D2qjRZfUFUoVP+lW8c0\n+MIl/rlBeKnv9c3hcvlFDb7oE6uHzuFi94ph9qvW+uZwmvlQ+FtyduEGuP7EaLiqzDlvqS8nx/Ih\nH/O+fbo5nLSaUVuW9G+5uSVFLm6VK2fEvkNKZ1HDz906P9WH/x2FV9I/N0iWkIuf8LgTRzUO9eAO\nBGJEqVFm414jInnGpXahUcpE2UWJjsNEvE/5VU7H0lOwc5hLCJwb2Et8j7ILTd/zv6N0HJZkpu5V\ngy80fY/qnyp9zPXPXQn37+X+7+PNtenDb/53mnah6XslmKV2IcHsku3Y1gIpX+T0Eot7ffhiI9hF\n6rkAnc7GsIuQkyX919ymkHtjRm27GDpWp/rvaxd+RUvfWK2ZD7nvJHyh6XsczLFcQWv8xMHMjdU+\nj2hLG4QrS4pcpAfUpGZRXdCnZsvcqxdizlVa4kYlFv7n1MyT5n4i56ix/UQljkoNBCjMmgTuv/eX\nauMwOCLg2EWpjmOkz7WLEh37pFuC2bdlTd/jYHYHqMVm1/ueBlrqe1Rgp8p+pTr2v0vtMwsrJFI6\nzvGFFLMkqV5Z0ecLbmDnJC8hZofXtaFWPfrwm3+vklUXjQO4avAF1/dSmEtitcOc6t/HPGSsztnF\nEHwh5WQJX3A4WcoXkkm7VNVaji9qTJiHK9GxSaOafNEnVmvmF9xYLa1aozBzY7VmPuR/JznXpzTu\npfqfWg6XGz8BNCdrSxuEK0u4p8HftyRNRjj7E6hEyLVxZe+p5MkvcYvhDXH5mGOfu1UiSSmVI3DO\naaAlOuaUMklKqXLPJfyNFObULCqFmbKLtbX9e9I0ykuldqGh4z4DAU3f42KmAjvXXynMpW8miPXP\nGTiV7v3l2EUuscjxhRQz1/d8zCV8sWWLPHmjOJmLueS0Yx/v2lq8QmEIvpAmTxJO5mDm+l4Kc99Y\nTSV8Un/ViNVcfutbji61ixwnS/iC8j3/u5p84Q+2qMqZXD7E8dcxYnWfcvRFyOFSfKXFyWH/mvmQ\nj1kjVg/BF0PncBRegI7V2tIG4coSPkTfIKTJiEtQw8/9fqik1vUvKXGj8MbaSGfXc/1zAmuMKLg6\n5vTPbePrWDK7HsPMPWiJYxe538ghwz52UaJj7XJ0qV3kylslmKnAniv9i/FFie+V2oXE99x3Erso\nrTYoxcz1PR+zJl+kngs1u67JF1T/YYUC5zdKT2hO2YWGjrXL0bX4IhWrNcvRQ993A7Q+fFEzVrvv\nJHZRwsmcWNnXLjhvrEj1L/VXt1IXiy9jxGpNvhiKk7XL0bU5OWxToxzdtekbq4fgi/C51OaL1HOh\nOFlb2iBcWXxH3bLlQMPjnProG0WfcnRAPsNG4XX9O8ypQUWfcvQSR+2rY4dZUn5VSuAxzKlTbaV2\nUau8lGsXJToO/UWKOTWoqGUXPmaq/9D3XOlfzPdifMGxCwpv+Fs45WIlFQpadpHjCynmcPtGLbsI\nk4Ra5egpu+AkFlPhi9j1NcrRU3bB0XEOszRWO8xasdrdy3+1UB++0PS9sI3D4fxCw/ckfKEZq33d\nS+yCsrEafJHjZCpW9smH/PtNLYej+IJjF6mKJmmsXlpa/+o6asJcKx/y71czh9PkCyof8jFr2IU/\nfqKqw4YahG9NfWmMeTTjHmvW2geV8Cy8UAaROkExNDxnYLnA7ki3ZHadE6SpkzUpvD7mVGDpW8qU\ncjruyZp9MIc65pS4UZi5px1z7IKjY3e9tV0SlyNwiV1o6JgicE6pNMcuVlZ4vsfFnArsnK0gJXbh\nB9YY3hSuWBtO8sTlC/9tBlp8QfXP4QuHQ4svwkFFDHOuHJ0abGnyhdQuciWxMVxSvqDK1x0uzTgS\nwyxJ3mrFauq39OGLLVv68YXE93y+0OJkro5LMFO+5383Rqz2T23n8MXBB8vie6jjEHMuVh96qK7v\nhW1q5nD+PuI+ORw37nPswt8iuGULn5P75EOp38LN7f02fWP1FPnCbd+M5cOTGIQDuGv+xySu2QLg\niWqIFlz8xMJfKXGGEkve/Da+gYX7RkoCu6TEraRkJeYQsVWiVP+cpJrqv6SUKcTsJxYczJzAnnrG\nqVImzmwhZRccHbuDWFZX97+SQssuNHTcp/yKYxdrazzfK8Hcx/dCzJzyUgpveC9N3/P7j+n4sMPW\ntxmTL7Zu1eWLcGWrNieHmDkr4e51WU6mYBe1OZnzKiqujlOY+8bqkgnzlC1J+CKWVEt07H9XM1bn\nOFnCFzVjNZcv/PJWXy9uADBGDqfpe/53i57D+TxSyy5c/sXh5JAvlpd1OTlsE06Mjm0X0rNF+thF\nOGE/lUH49dbaH09dYIy5UhHPwkv4cLllhFTJjD9bJi2xKylxcyS0tFR+eMO2bTRe1yY2K+ZOCqfa\nUP1TJSuho6bKfNxsmbSUSlLiFsMc6tgnHQozZReS5I0ahMfKRSkdh/2U6DhF+hwCl5Yyra7yfI+L\nmVP6mPM9//RaCV9QeMN75fqX6Djsn1v6yJldl/QvCeyafMHhZI2kmssXvr/6mKV2UZo8SfjCXe9W\nHTT5wh/UhMlbKlbGdJzb+yu1C2rSrJQvSvMLagJM2/dKykv7cnKq/1qxuoQvYrhK+SJc8eVwsl/R\no5UP+d+NwckpzBRfUDr2eSS22l/LLvz+uTqWVjOGOnZVa9Rzif3+Ifgixm++nnN5TylfhPnwUIPw\npcz3P8m4B+eaTSNUACk5gCtV4uacO5YIuXu58ttYH9LyK24AcTNPKTKiSpl8vGE/0lImro4d5ljJ\nCoWZE9hLStz62gVHxwB9OJS0vDTsv0THIenH+s8d9jK0XaQS8ZyOY75Xyhdu0iy3zyxVxsfxPaqN\nll3k+KIEcy2+oFa2fMzhcwn5IsbJmnxB2XHYhsMX0smZlF245JbzXLh8EbtX6rBMjo5dH9RElzRW\nu/ul7sXlCyqpT02MOl2ldOwmR2J9UL43FidL+ILKh/zvasdq/3N/sMWJ1VK+qBmrNfhizFjN4YtU\nH0PkcJx8yHETpUtqYnQIu9DgC2qiRWoXKe6T8oX/ubYkV8KttXvcv40xRwJ4gt/GWvtl/5om6wnU\nPfjwfY2hQXAI3H0uOW3ZJ5fULGKI+aCDaMy52brUHoxU/0tL6x01N9gJE+HS94THAlgqSYvp2MfM\n0bGPN6WX8DvKLnI6djOfUruI6fiQQ2T9c3XMDeyldrFnD8/3SjBr+Z6PN9bGYfYPenP9ldiFRMdh\nm5iOwzalfLFtmw7mUMex9+j29T2/jT/YdNdQdsFJ+Er4ImbHKb1IdJzrn2MX7u9UhcQUOVkaq/1+\nKH4LMWvyBYffUvaq7XucWJ3DLMkvphCra62E9+FkjVg9tF1oYh4qVkvjCJVbUJhzPKoZq6dqF304\nOdd/zC60JVeODgAwxvwPAK8BcCuA+XwpLIAX1oG1uBIaRKxkJVfm4htEaraMOm05R+BhGynmXPJU\nOgh37XNtKLw+5lDH3FImqaP6M3ypyZESuxijxC1WyhXT8SMfuR5ziY41y9FL7ILSmdtXGws6muXo\nWnzhAlbOLlKz62tr+58hBzOl4xBzX74oKXGrxReUjqn+/b8B/qoL1y7CNi4uxHwv9ltyvsddwfAx\nc+2iZHJGWl7qf1fL93y8sd8ydDk61/dms/UTXaG99i0vLeXkPrGaw8n+d1OO1VK+cFU4Dg/3YLY+\n+ZD/XY4vhs7hpHwR2lHYf6yEPNSxX20htQtOPuRjjh3YVytWS33P/24MvuDGamkOpy2sQTiAVwB4\nsrV2X/bKTS4U6fQtWUkNnLiz66k2khK3FBmHs2XUvpUYZmP4pUxaJSu+nktKqcJyMX9yRKvsOPyO\nYxex/v02VIlb2L92KZO0vNW14Z6sWWIX1IywK/uS7HPL6Tjlr2PyhdtL63TI4Qstu8gFaQqzxF9j\nduHOoJAknOHKVglfcP21lC/CQXgpXzgdc05H9xP/IfnC13HM9/w2feNeCjOl47D/GL+FmDX5gqNj\nH/PyMt/3anKyfy+/ckXKF5Tv+d/VjtV+/7HnkpoY7sMXbkBYUrXG8b3Y88/xhcQuYpOJtfki1QeV\nK4R2sWfPgW365HBafDEUJ2vwBdV/361jDz8s63+oQTh3gf2rAB5VB8LGEp9cfNKlypIAeTlFbkYw\nZ0S5NjnMnHIxNxjlrpJyAmuMKMKSlZKVeKrMJjWLWVvHqfsNbReUjlN64eo4DMbSwVZfuygtZYph\nLtXxovIF1y5KykuH4Iu1tf0TZn2T6hTmofmC8r2wjaaOnS79yRy//1RFV6x/Ll/kdOx/l9qTXsv3\nfMwUv4WYU3bhPzONWF3bLjQ5Odem1C5qx2rquYyZw2nmQ/79ppbDSfmiFieH31G+x8mHpJjdQoJG\nrB7CLmL85mPW4OQ+sVpbuCvhpwK40hjzVQA/OHfUWvuyKqgWWELj8h9iylGppD5HoDVL3FL9p4gi\nbOP/Tf1+59xSAo+14QTpGGYugfYlcK5dUJg5dlEa2GOkH5a4Uf1r6tj/jrt6XmIXUt/j9l/L90ow\n1+KLtbW4jmP997GLcMXVbfkoSfhq+R63f22+iJVrpqpgpHxRsuJI+V7YT5g81eDk8DtnS7Fqjxq+\n5753z2XqsZrb/xicnGsj4eTUq6hq8gXX9902gVp8MUasluZw4asWKcySZymN1akqlCnmcJS/cjk5\n9L3wXhLf87/bSDmctnAH4WcAeAuAawCsZa7d1FI6Ux4zCO4sJkUU3NPRU5hzpUyh03EwU+TGPe24\nZLYuvJffD2fmtW956dpavJSpll2kAgj3dPSYnpeW0rO4ObuIBakcgXP3pWrYRU7HqX44Opb4nv95\n+DqaKfDF2lpcx6n+uXZB9e9s0Jj+fKHhe6nnwtm+kuKLUsypcnQpX3CTp5IVVw2+iOm4L19ocnJK\nLyV8QSXpHB3HnkspX2hz8toa75VLJXwR47dwckTL90LMfWN1Lb7oq+NSvpDYRTgIpzD7vNeXL1L+\nMjRfpCbgUph9/VOTE334gut7/nd9+SJ1Rk9JDiflC/9zbeEOwndba0+rA2FjSUigvnGXlLi5NmEZ\nZaqMz28jKVnhYuYmXBLMOQIPiYIqWXGYc07n79txOgvvRWEOf6O7l6aOU/crtQsfc6lduHcplpS4\nxXQctvHf7zuEXUh9L+wnZRd9StyG4ouw/z4lbn34otT3+thFX9+LPRdNu5Bg9leD3P/doGZ1df8E\noJQvXOLqV8GU+l6qjYQvatmFm1DR9L3cb6zNF6mkvg9faHJyeDr7EHwxZKwuzYdqYubE6rACbugc\nLpzknc3ohYyhYnXtHE6DL/wcyvdXaaym+ILrez7mkgqJmL/kJlq4dtGHL7SFOwi/yBhzKoCzcWA5\n+peroFpgCY3LPUTfIGKziDmD8O/l9xGbLYu9ioo7w8bBnCKK0LkliUXoqJwVR78PH3NspjiG2c3A\nLy2tvxeHKErfMcmxCw5RSHUM0HbhEqBSzBwyjunYD6yc2XXKlkvsQup7YT+cCglN3yvBnOMLCjN1\nCrffJqbjmF44JW6cFVcKr8Ms4QtN34v1k+ML7ippCrNr497xbMyB3zkd+RVNEr5wFQfuGVJ8wfG9\nUM/cVdKS5K0PX9TyPfdsYiu+XL4IddYnVvfhC01O9jE7jLnJmb58oeF7XL6QDoKH4AtOrPYHPKkJ\nOL//cMWzTw63ujoMJ6d8r08+VII57CNVISHJL8IJFS5f+P1zODmMSQ7blDg5hZmjY23hDsJ/fP73\n873P2ivKIsI1iBSB+gbBIXCOo3LbcDCnyJgTdPqWMuX6d0TRR8fc/ikd5wi8tl3kStykA7S+duEP\ntqikkpvwUbZM9Z86ubnELjiJhcT3psoX/uuLqDappF7CF7nfmPO98DsOX/TVcaqqY2i+8K/3v3MY\nNfjCDcY5yVNfu+DyhdQuOHyh6Xs+Xv+Vou65aPKFm3yX6jjXRhqrOTqm9BzaGNcupHwxVqyW9j8E\nX3DsIub7tXO4VDl6SaxO8QW3mnFIvuBOmEv5wg3CtTiZ6n9t7cDDOrl8UTsfyvWf07G2sAbh1tqf\nrdP9xhPfiTRL3EoIlFtmE2KWEIVmwsUtWaHw+vdyM3/+qkPslQyUjlP9hzrmvN5CquPU/frOrtfC\nnAus1HPJYfbxpvpJ4d2ypbyUSWIXtXVcglmDL/y9z65/7vuouSueJb7Xhy80fa8Ecy3f42KW2IV7\n1VEfTo71z1nx7ON7qTZD+57/XWwQzn1NkmasLrWLvjrug1mDL3K+F9u+UcoXpfmQFLN2rC7BrGkX\nuUG4i0lTjtXSOCLx/VLMqS2FHL4o9b2pcLIE8xCD8KXUl8aYX8zdgHPNZhIpGbs2nP0JvqG660tm\ny2Jt/P79EhDKUHPJUwoz5RDcpJrC62P2Vx1S/VM6TrXh6Dj3jHM6LsHM0XEOc59VWmmJW6yPktn1\nnF1q+l7YpmTFs0/yVoJZky/cb3X+tba2vxS6D1+kfI9bji7li76+x21Tky/8VQd3fQpzLb7IPeNc\nwkW1SfkeR8fhd0PzhX+9639IvuA+FylflOo4Fqu5mJ3elpb680WI100MpzCX8kVpPpTCrMkXJXYx\nRA7XNx+K9SO1i75Va1LMnHwoh7k2X2jHam45umYO14cvtGVr5vu3GmPuBGAS1/wJgI/rQVpsoYxo\nNpPP5IRtKKcD4iuL3NOOU0QpnS3jYKb65552nAtGIeZw1YGj4xTmUgKX6FjSRqJjgH86utSWR+s3\nWQAAIABJREFUJc/FJSdUGz/h4p6sOYTvpX5nqOOHH07jHQpzqn8/UHH4wv88Vl5byhclvteXLzR9\nLzwYLcUXnNOOpZjDJEGTLzgJH2XHXMzadiF9Ltq+R52qm+ILznMJ+89h1o7V/gDJ3d/ZAUfHuVgt\n0XEfvgh5zD8YriZfULaf8r3afCGxC3/LQ41ydDep22frWB++yOlFyhd9czjqXiHm3Lk6XMw1Y3VJ\nDsfxvaH5Qltyg/B7Afxl5pqblbBsCKGMJTeTEyMqjRI3qXP7M0acUqowGHAwl+795QQQKWZuyYp0\ntoxLxrXsonQ/UR/MJXZB7YGi8KZwaejYkW7KLlKkX6LjPnugQrvw93FzEy4J5pB7/MF3H7uQJC9j\n2EXM98JVIpfMuzZD8AWVJAzNF6WcHKso8TGnfI+j4/C5DGEXW7bs32Pq4031X4svqGQzhrmUL5aX\n+f46RKyW6thv4//N1bEEs3Tye0qxmoO5Lye7z2Nbx0rsQsoXmjouwUzh7YO5D1+E/rp1K39LYWms\n1syHavGFpiQH4dba7XW63bjC2dMgKXOhHDUscXP35xhR6Nyc2fVwFrOk9DBXyuQ+zzl3qGNq1cXH\nzCkXixF4rpSp5B2T4XOh7EKKWbscXWrLuRI3KrDHyq+4BB6WSvf1PZc85whcqxx9aL7QKEcPk9fV\n1W6FpA9fpHyv7+TM0L4XfqfNF27VI3wuqXL0PnzBWaWl7Ni1ofgil/Bxk0pu8qTNFzkd+9eH9yvh\ni7BNDnOMq/xX12nwRTgIp3Ts5xY5zNT5LSl/6VNemuIL98qnUr4ozYcA/fyC038fvsiteEo4OXyb\nQEkO14cvYs9YyhdSzFQ+JMHcJ7/IxeqtW9dXwPWN1SlO5sRqKSe7fjiYd+9e/7m2LOUvqSvGmJca\nY24wxtxkjHkTcc1pxpibjTFXGWOek2trjDnSGHOeMeZGY8y5xpgjvO9Ont/remPMS7zPn2uMuXp+\nr7d5ny8bY86at7nYGPPE1O8JSccZUcnKGme2KvUdd7BVktRTwcB3FgoXReCx/cIxQqTwuu9zpMsN\n7FQbjo79AFKi4xLMHB2nMMcSLh9zzpZT/Usxcwnct2UpXkDueyWYc74n4Qs3A601uy3F7Os41n8p\nX/TVcfgdhy9q+R4Xcyrhk2JO9T8EX1C+l8MsnZzp43uuzZB8USNWS/jCx+uf48DFrMkXsWcs4Yua\nK1s1+YITK93kCBezJl/0jdV+TNLk5PBcn6FzuNi9pHwxdA7n+16sCkjCF33tojSHk/r+0Dmctow6\nCDfGLAF4O4BjATwLwAnGmKcH1xwH4MnW2qcAOBHAuxlt3wzgM9bapwE4H8DJ8zbPBPAKAM8AcByA\ndxrjTBTvAvBaa+1TATzVGHPs/PPXAnhg3v/bAPxZ6jdpE4UzPEliUUIufps+ROE7iySASDBzPpe0\nieFNYQ7xUvvMOAGE+1ykdpHTsfQkXo0AEsPMLRfjnKw5hO+FmFMEXkPHbgaXKq/N2YXPFTHMEt9z\nbTT4wuGKJaIcfuNi1rQLP6kJ9SJd8SxJEiTcV5svcs9Y0kbyflkJJ3P71+QLSTm69LRjKSc7nWny\nhcQuwgqJkqSeE6s5fDGWXcT6iE3YD8kX3FhN8cVstj8m9Y3VJc+FG6ulfNE3VpdglpSjS3yPizkX\nEyR8QeHlYq6l49hChpQvNGXslfBjANxsrb3dWrsC4CwAxwfXHA/gTACw1l4K4AhjzFGZtscDOGP+\n7zMAvHz+75cBOMtau2qtvQ3dfvZjjDGPBXC4tfby+XVnem38e/0TgBelfpAjJIAu/4gZkdaqB8eI\nUs4dJpalKxgpXCknkg4E/Ot9fYVtSkuZJP2XPBduyYzULkp1nEq4crZcWo4uSZ7C71IDdwpvONjr\naxd9y0slfOFfz8Xc1y4oHbv7afBFyaRVySA8/I19fI9KqiX9S59L+IxjW0FSmGvxRexz38ckqy7u\nXrl9oSWcXMIX2rF6s/KFzxVczBqJuFasLuWLHK4SzJp8URqrY5+7e+ZWNjl4wzZD53C5iUkOX/TN\n4fqUo4e+L+ULTbuQ5HA+v3F8r4STUwsZHL7QlK35Szoxxvw/AP5vv4219sye/T8OwDe9/9+BbnCd\nu+ZxmbZHWWvvnWO8xxjzQ969Lvba3Dn/bHXePuzjgP6ttTNjzIPGmEdbax+I/SBqD1QqgEhnt8OE\niwp63NPRS/qPke7SUrrMJeYo4em1FGbOXkIfb/gdRRS559J3/6EEMzeArK7G98z13Wfm21FstjBn\ny6kkIdUmp2PuyZoc3wtPwi19Lrn9RH1PO+b4Hhczd48nhy9K+0/ZRcgXW7fy9mxxT0fX9j0OJ4e2\n7L93mHPasWbZMwdz6venEj73W2Jlz+5ZSn2f63scvojpRcIXfWN1mAj35Yvwu7H5IoeZ0pebpKG2\nlVE65gx2pPmQa1OLL2KVMxRfuHc4+77nY3b30uQLbqzm5EMO8+pq/KyAoXO4PnyR830OX0gxU3gl\nmFOxWsIXJXbB4TcuZu4zHnr8pC2sQbgx5u8BPBnAVQDcz7eYr1APLKnXpVFih+qfcjqfQGOBlSKK\nGrPrKaLKrSCG1/v38xOvFOaQjP19K9yV8Jy+Upg5Ok5h5ui4BLPELg45JK9j6gRLjo5j+4kkdhHT\nJccuUgGXcxqnxC58u839Rk5gLfU9CV9QvsfVcczGJJjD/qV8UWIXHH6LvYqqlu9xOFmjHF3afx+7\n0NgiFOvf2QdlFxzbXxROrlG1NhZf5F5FxcXs909xRQpzKSdP1S727Yv3z7Vl/7lo8UVprI7h9THn\nTs2feg4XLjBJ7cLPv7iYw/6p38L1vZSNjxWruZiH5OQxy9G5K+HPA/BMa63mYBboVqKf6P3/8fPP\nwmueELlmOdH2HmPMUdbae+el5vdl7kV97re5yxizBcAjqVXwHTt24JJLgFtvBf7Nv9mOrVu3/+DB\n+7MyuXJwv02N0kduOTqFmerfzXblMKccQkouYSlTGNhcG87suo+3pP+S55KyCylmv4/Uu0+l5aVh\nPxRm7oqnf6+wTax/vyzVtc3ZJYXXbxOuOnB07BjQJ/2+5aUUZpdwcXwvhZn6jSWYY/1L+IJrF1Lf\ny00a9fW93Kvr+nIy97lwfC+8Xy27qMUXKU7OlbCn8Ib9c/iib6yOPZc+fOHfL4WZsyd+aL6guCLX\nZqPH6hLMmnyhyclczEPlcBp84Q/C/TZuQiWlY6rsWZoPcTGnYjWH44aI1VzMXN+T8kWp7z3wwE7s\n2LET2sIdhH8VwGMB3K3c/+UAjjbG/Mj83q8EcEJwzdkAXg/gH4wxzwfw4HxwfX+i7dkAXgPgLQBe\nDeCj3ucfMMb8Fboy86MBXGattcaYh4wxx8wxvQrAaV6bVwO4FMD/i+6gt6js2LEDd98NPOc5wPbt\nwIc+dOBDpGbrwvJu53hhOUVJYlFS4ubfK4Y5TCykmEsInJrFpPCm+uHg5WJOlT5KMacCa4lduPu5\nv31C6jPYojBTeLmYU8/SYQ4H4VRSS+EN+9H2vZyOY74XK/mv5Xuls+vUYEvKFyV2IeW3sJ9avleS\n1Ke2gvTh5NTvl/qeBHNfvvDLGPtycs73XBsJX9SO1T7m2CppKV+k3lM+Fl9wY7VUxynMU+CL2Or1\nlPgirJrrm8NxME8hh+PyhbtWyhc1OFmSX/hcwcUsKUcvjdVczNTzCu1Vm5Odv4Y6fuxjt2PHju0/\naHfKKadAQ7iD8McAuM4YcxmAve5Da+3L+nQ+32N9EoDzACwBON1ae70x5sTua/tea+05xpifN8bc\nAmAXgF9PtZ3f+i0APmyM+Q0At6M7ER3W2uuMMR8GcB2AFQCv81b3Xw/g/QC2ATjHWvup+eenA/h7\nY8zNAL6NbrBPSul+opjhUasusf1EfUqZUrPrueQp9l0OM6eUKfyOQxThLCqFmaNjLuatW3mrDjXt\nwr3HNLbXRYKZwsvFTOGNYaYScSqAOczbto1rFznbl+iYi5nbP4cvfK6IYZb4nmtTahdu9Zr6rrTa\nIIV5KE7uW44+tF3kytFr8UUsJqU4OeSLGK4pcHIJX+zatf7zWP9j8YX72y8vl9gFxRUpzCWxuiZf\ncOwybPOIR+z/3PWvyRex6iyJXYRVc1K+oGJ1CvNQOVzIF0PmcCW+R+VDXMxj5HAc33Pfu8/62EV4\n5kjfWF3CF5rCHYTvqNM9MB/sPi347D3B/0/itp1//gCAFxNtTgVwauTzLwF4duTzvZgP4jkSPkQu\nUVAOwZlhSwV27ux2bHY95agp585hTt2LW8rkJwLSFU+OjrmYJathOczcwFrLLkIy8omKY8upWVQK\nM6ccPYU5HLj7Oo7hTemFo+O+5aWuNI1T4lbyjCW+x8VM6djdz+cLSf+lz0XL93JJ/ZCcnEoeU3zh\nD5CGtgsOX1grT7h8vO6ezl/CNm7Fl2sXUr7oG6u1y9Gl+YUmX/TlZHcva3U5mYtZgy8ofxmTL2K+\nV8oX7u+NksNplaPHMPu+Fzujp4STw1Vd6bk+uYUMCV9wczipXbgcKLf4QsVqv59YhUJt39MW1iDc\nWntBne43noQGIS1xC5PUbdvWf55KLPxAsXUrsHt3HFdJKZMbIORm2KSJODew50qZSgJ7ScIV6rhP\niVtuRjS3n4hLLhzMmuXooS5r2QWV1FJ4w36kqx4533On1ucSvtggnKPjvr43djl6ib9S/OauDwd6\nro20vHRtLX/4X03f43Byaf8l/qrBF87OqcnE3AqG/13MX6ScLOULSawu4QuJ78X6l/JF2L+EL6ik\nOoXZ/9xfcdXk5BRmzVidsosx+aKv75e0KYnVQ+dwrtKKyqG4fEH1L8mHSnTsVnz9CoW+sVrCF74f\nuYkzyi9yvudjXlric3LM91KYh+BkbVnKXwIYY55vjLncGPN9Y8w+Y8zMGPPdOpAWW1KJBRVYOW18\ng+CWU6ReOeQ7F6dkLOwjVWaTw5wKIBzM3GDgYw5LZnJ4uZhLCTyn49gzltoFhZnzSg5ukkBh9lew\nUph9W0olfFLMXLuQ+l7K9jk6jrWR8EVf34txj4QvYom4BDM3eeOUuBmzv01f33PJmqtA4fCFn9Ro\nbgXhYg4TES1OjmEu5YscJ3P8NcUXEn5LYa4Vq/vyRcwuxuKLvpzs+snZhVTHXMypVw71tQtufkH5\nax++kMTqGnwRe8Y1YrU0hwttf2i+KNFxDHMpX3B9P+V7/m/xt4714Yu++VAOszRPLuELTWENwgG8\nHd2hZzcDOATA/wfgHXUgLbZQA9rZ7MASO07C5bfhkq7fhrOC4VZ+/NnC2GxZbtVDgpm6PoU5DCDh\n5241zL8XhZmDl9uGOwgP7aK2jlPfcWZRwxUUji1r20UssIfvL/f75/heCvMQOi7BXEvHYRsOX8RW\n4iW2nPL9PnzR1/dKMIfPqw8nh89laL4osQsOX/TVMRfzEL7HxazJF9xy9CnFag5fbKRYLcHMHexJ\n+CLme4uUw2lyco1YHeO4IXyvBHPK96SYh4rVKU4ewy44fKEp3EE4rLW3ANhirZ1Za98H4KV1IC22\nhAbhHiI1IwnollNwHNVPnmYz/mxZKrBKMKd+S4pcYphdyfbaWny2LNc/hTf33mH3ueR0dM4KBoco\nuHbRh8BjdpGzZap/yb7Q3Oy6w+VPGlE6juHN9Z/Tcay8s6RCIlcSW8v33GqvW/HllF9p8gWFN4WZ\nUxLb1/dS/Wv6nuS04yH5IoxJXMw5vsjpWFKODvA4WeJ7Ob7oG6v78oWPN/Zdbb7glJemMFN8ocnJ\nKcxcu+gTq127nC3X4osSTtbki/BeUsy1ODll+xK+oPiqNB+SYi7li1j/Er4YKlZTmLl2MfT4SVu2\n5i8BAOw2xiwDuMoY82foXgnGHsBvJkkRVSqA9E24pI6acpQc5r6kr1nK5H/n4w3bcMtL/ev9CoFa\n5eiUjrmlTDly0bKLPpidveTe4VxK4BIdx77TGuwMYRcS34uVUoX7zIbmi9KEizM5o2kXUr7Q9D0u\nZk2+8PHGtijV4mRpwsWJI7V8z33n24U7GK4WX4T9pyYhasRqju/ldBnjC01O5mJusfrAV9dNJYcb\ni5OXl9N4SzDXsItSvpDYBeV7a2vr94Pn9NI3Vrtzdbh2IeWLWP9SvtAU7kD6P8+vPQnda8KeAOBX\n6kBabPENwk9QubPrPlH4Mzn+vVLOzTGiXMmMP1tWMrufw5wL0iWBnbPqUkvH0n1m/m8sCSC1MOcI\ntDTohbOo4cCNaxcrK7IgFcMb9iP1vVRSy7ULagWRo+OU743JF9xqB4orUpg5vt/X91JtKB1zEy5p\n8sTFnPJXqV2Ev8WfgOzDF9yVcApviJnDF+5z6sA+CV/0jdV9+cLH6yZH+vCF/8ykdkFxcgozxRd9\nOXlpab8+uJhLBluh73FX1mpzMjeHGoIvKLvgVhP6/qqZw2nFamqAVpoP1cScqk6S8oV/kGKKk6V2\nIcmHOLF66PGTtrBWwq21txtjDgHww9ZanTeUb1AJSSdH4ECaXP02qVIqKYHH9rmE/WuU2fQJIBTp\nUpjDpD5H+u5zjo5LHJXCnOqfo+NamKm9OWE/0hK7paX1z0VaSpUabFE6juFNYS71vT7l6FK+0LCL\nGnzhnjNV7RCb3Y49F+kkAGUXHN/raxd9k/rwN/qvoxmaL0o5OccXfXVcgtmY/W00fY+LWZMvQrzU\n+S21+ILjeznMsf772oV7xo53QszU++P7xOrSaodasZqTw0n5wq18xsqupXyRqiYMB06cU/PHyOH8\nNmPEaionKvW9UsxcTu5bjl4rVmvmQ9rCWgk3xvwSgKsAfGr+/+cYY86uA2mxhWMQIRkB+dco5Bwl\n5qjc046p2TIKc9hGijlVylSCmQrsoZ6HLC9NYabIhcKrjbnvyZopW6aeCyewpQi8z8maYQChbJmj\n41zCk9Nxqg1Hx319z32nzRd9dZzTS44vtO2iJl9Q2wRcIprTmW8Xvl2OXV4a6z+nYyrh4vJFyi40\n+MLvI9WmFl+UJPWafJHzPald1OCL8LBOKb+lMPeJe1wdx35/ji+4sVrKF64PztaxkgnzIXO4VNVY\naayubRcxzFPgC61YzbGLXD6UwjxEPqQtrEE4gB0AjgHwIABYa68C8KQ6kBZbQgLtE6RXV+n9EbXL\nS0swu3IiaoZNUl4afsdpU+LcoY7dTHBfHZe04RJoLbtIEWhJ+ZVP4A5vCnPJM6ZsObRJSpepgUAN\nHacwLzJfSAZOLmmuaRec3yhJLIawizH5opSTtcrRKbx9Mff1Pd9egeH5IreyVJsvSuxCky84djGb\n0e+D1vS9kpXwmrG6xF/HjNWabYaM1Vrl6FPhi3BbC4cvxuJkTqweI4fTFO4gfMVa+1DwmdUGsxEk\nNEj/IUpLVlZW6D0NUiPmJk8hNmnJytL/z967h1t2VPWiv7H27kc66e48IJ1nh0dIIOEZIAJypVVI\nQuCGyOskF0N4eI4KKD7wQEA/Owc9EI9+RPSCXkEJikZEhcjlER72+c5VHgFEkDxBEpMQwoG800l3\n7911/5ir6Oq5a1TVqDnmnGvtHr/v66+755o167fGGvWrUVWjak72fX+Oc0lDjb2KKse5JmUltHF4\naFXpCkaNgLeFoi+/0BTwLr4c8m1zLvXLklSm9nfpkuLG2VjSSZemmK0GvSi1sW9jOb8ozZBIdey5\nttfVL0qCl1Ibl3LuSy9KNLn9WYledLVxm3Pqt+yiF1zbC/21lLOmXoR8YytrUr0Iv0uJX5S0vRTn\nrnpR4hdd9c2XkejFLPTVJTGcVC9KNbmm7Q0Rw6XaXo0mp+rvo68u1avSthfTC39/btIK2Peb9dlX\np+Ihrb5aMx7SRukg/BtE9H8BWCCiRxHRHwD4534ozTdq9hNxszJ79uw/k1Ma1Jc0VM4hS2f4YpxD\nvinOqU46bKh+IJXjHAo4J3rczB/HudTGpalMUr9IpTKN4RddOKf8omvH3tUvONHnbKwx2OriF7Oq\nF6U2Dj/T1osuNo6VyfmFZKJl1vUiZeOS1MdaTeaCp1K9GNIvUitIfelFShOH0IsSG6c4d9ULzb46\nnGAfq+2lfkuJXozRV0v1Qruv1mh7NRPmQ2qypl50jYfCz2a5r5bGcF3jIW2UDsJ/AcCpAHYB+CsA\n9wD4pX4ozTfaP2LoKOFsmU97TjU6iYBLGmp75kc6u85xjjXUGK/a2TKOc1imZraMS3EL60/Nlkn3\nmbV/l5pZ1BK/kHJui1FsL5/325L0I22/kJysGXJO+UXJQKC27ZWejl6iFyUBl5RzO9uki16U2jj8\nrNQvUt9Fqhdc2yutX6Ptla66lOhFyWpYCWc/2RkboHTRi5yNSwdbfesF1/bC+v2hebGJ4b70ojQd\nXaoX/vNcG8u1PekJzVK9qOmrUz4e+uUYfXVqJV6iFyXxUIxzTi/6bHtDxHD+O0rfjFB6OnpOL8aO\n4Ur0Ysy+WvKGm3Z7GSOGG2IQvpi/BXDO7QTwlukfQwKcE4UzOeEhPDUNtT3D1lc6ek0qE9dQuVnM\nWEPtkspU0rhKOvbULGbsN+ZEvyS9tETAavxCKi6l6aULC2WpTKUCHvqFVjp6yLmrX6SCB4109Jxe\naPuF/539dwlfRVWrF6U2Dj8r1YuSSTvnurW9FOch2l4N5770grNxu56ue3+lmuzLdN2XKml7KbsM\noRcl+tbmPEbbK81QGKKv7mv7ijQeanPW7qtLY7g+/KKm7bU5r1u3sp6uftGOrbtqcqr+PvrqGGdt\nvRi7ry7V5HBLYZ99den4yb9XXhtFg3AiegqANwN4WFjGOff4fmjNL7ggIRRwYJ8gpTrppaXuqUxd\nZtdDx+dmBMPPQr4pzimhKD3tmAuSYjYGVgpFzMbtZ5UKRfhbSoUi5MzxTXGu9Yva1EfOjz3n2GcS\nv+Dq51LcJpN8JkKKc+jLbRtv2FBul/ZnqbRjbqWI04uStufLSPyCa3vtMiV6UWrj8DNNvfCvLCp5\nVk6TgTK9qGl7JZkzvhwX8IZ+kQostPyiS6p0zsax/kXLLzi9qPULrbYn0YvUb1yjF95mmjbeu3fl\nq6i09EKzr/acJfFF28Yxf+2zr05loZT6mEQvNPyiNDtpjBgu1sYkfXVOL/rwi1q9iLV9aV8dlhlK\nk7twHmL8pI2iQTiADwD4NQBfB7C3HyqrA2FgUZLilksvjR0sUNpQa/eN7Nq1knOuzPJy+YE6tbNl\nXP2+TLuhlnSsHOdSMa7hHP4uktl1LwiSQ4CkfhELkNt2Sdk4Nrvd96EeDz5YzzmVytT+XXLbR0ps\nnKpfIx1dohecjdtlcvVzaYTeX7vqRapdeM6Tibzt5Xw55xeabS+sh9M3oH41TsJZ4hdd9SI20dC3\nXkjaXlimpu111YvJZN+2kdh3rNWLvg+/q9ELiSaHnEvjoRrOqdTuPtpe+7MaTfZlcpN5qz2Ga9dR\nq8kxjStpezV+sXfv/iuu2n4hiYfCz8bSi7BMF73QHD9po3QQ/r+dc/Ze8AK0HVIzxU06W1easpKa\nXS9pXGFDLT28QdpQS9KvShsXZ+OQs0bHzs3WlfCK1e8Hm5IDJ2IdRSrgiwXIYT1aqUwlftkW/ZJU\npi6cOb8I06JyvzFn4/bkBJf6qJniltMLzo9jvEpmyjl/7eoXJQHfwkJZ2/N/a6W4SdMYUx07t+Ja\nqxc+EG0HKTnOMRvHfktNvQgHm5xftFdcOX0L7VyqF0P21SV64cuEb+yI1V+rF5ptT6rJnF5o9dUa\n6ehcdlLMXzX8QqoXJauXkhimpq/WsnEN57aN169fybk0HvK8SrIZc3qh3Vf7tuS1z9df2lfH9KLP\nGE5DL2L199lX10zOaKJ0EP6bRPQeAJ9BczgbAMA593e9sJpjpIQqNpOTCrgk+4nCFIwSAU81lBhn\nTozCzyT7iWJ8Q845MQxnC8OGmpot41ZdSveEc5xLTgPl/IJb2UqlHvblFyVizPlxinPNHs9Sv0j5\ncglnrv7UIUAlk1a5wVbOL6Rtr825xC+4TrLNq0QvSm0cfqapF/4+rn7OL2KZG7H6tdpeyenoKR2R\n6oXny71lgktVjulbm7OGXvgy7VfXlbY9aT8ibXu5+nN+oakXuf6l7766NKjW1Avtvro0vsj5Reiv\nffbVmlvHuvbVpZosjYdqONf21THOqQP7uvTVNX7BtddUv1faV0vjofCzPmP7IWK4mrY3a4PwVwJ4\nNIA12JeO7gDYILyF0CHCAS03k5NLcevjdL/cs3KpTKmUlaFOR9fqWGOzqBIx9vVL9pl1GQR7zpxf\nhEKVmuErOe04FjxpzaLGfEnTxqWcU6lMXMDXfhZny6Wl/EpJiV6UtL0255LfhWtHse+S04tSG4ef\naZ6OXronPCyztLRv339p/UOcji75XXIrCKU2DjlzbU9Sf6leSAK+XHppOKFSo8l99NWSdPSSswJC\ne9XoRWqiI9yGVtr2as5vkehFiSb3GSuEbY8bINb21V30Ivcdd+2K8wrba8yWQ56O3uV3qemraznH\nNK6k7dX4BcdZosmcvkrjobD+Pk9Hb2tPm7OGXpT+LqV9tSZKB+FPdc6d3A+F1QXOIZaXVwp4LvVw\naWmfE0n2E5WkHQPpPa45MeJm62r2jZSkEYapTBznWCdZkmIW45xrqF04c/WX2Lhdpm3j2Mpee0Kl\nZBY15RclNg7LSPxCuuoSlunKucYvuG0Sk0l6BSvnFyFniV9I9CL2HXODvTH8gtO3kPNkItcLjnP7\n1W2p9lrasec0OeScGril6u9i45Rd+tSLEh0v1eQueqHRV3OaXKIXucmZklRZiV7EbLxz58r6PV/n\neL2YRU3uo69O/S5d/UKqF7XxUC5W8KvCob1WawzH6UXJgkFt29u9eyXnnF9Istb66Kt9dpRWXz2k\nXpRuKZT21ZqY5G8BAPwzEZ3SD4XVhXaDCGdRYz98Sijah0P5Z6XSKcLnpU73C+vnZstkQOm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L3gtAKo21IoOStAkoXS5ty3XkjbXm06ulYMp6UXmhhtED5N93525PptAJ4f/P8TAE4uLT/97G0A\n3ha5/mUAj4tc34XpIL51/QMAPpD6Hm3EfkTfILoKeGpPA9exS1MffUOtEfD2d0ztJ+ojlSnWSeY6\nsNg+M81UppiNc5xTfhGbKc7NPHM25uySSr/i/Dhn4zDg4mzsOce+f61f1LQ9oNwvUvXXpB2H12MB\nR6le5PbyabW9UC9q/CKmFxxfzsZdtgn05ReaepHTilgdOX2LleH0oiRDQmrjGs4SG4e+XHpOSK1e\ntPmmOKf6hC56UZNeWtpXz4peSM5jKPELLqgPVxYBeXvN+QV3wGcuY3E16EVNDMe1lxxn5+r0QhIP\n+Wd10YucjSXxUKr+rjFc320vVqZLX83FRBqcNTHJ32KQIOXEnIBys67SWdSY6OcCqNJntRtK6QpG\nbiW8XU9Jupi0MwTKU4NKVraknCVCGQYDJXxLOHN8vT3DenIr9LlZ1C42LuEsEVBp2wvT4fv0i5K2\nl/KXEr3Qbnu5V6RprXjmBtSaepGaXS9NcRtCLzitCH8XadvL2aWUb0nwltKL2GdDtL0azqV+XMK5\npq9OpfBK216fetHFxjWch+qruZhI2ldLYrjcgX0SvejSV0syBPqI4dp1l3DW0ouU7WtOzY9tU/B1\ndG17vowkvhi7r+5Dk339fXHWhA3ClRFreKkZvlQgws2ituvIpaOnAqh2/Zrppdr7UnP1p2zsv3MJ\nZ609ntxvXMKZexaXIZHiXMo3xTnnxzG75GzcFlBfRjK73t7nJuGc+l1KOXdJRy/VihRnTi9SwZM0\nvTTcf5fSC84vpHrB8ZXYuItecM/ykxCxVQyu7bUPzinhXMq3ZFuL1h7PGhuX6IVEk1MB1xh6UaLJ\nnF7U9NWx75+zcSwdXtpXd0lHnze9yPXV3EBA4heSc31qOOf0LWaXXNtzbmWGwJAxXCpWGUIv2ny9\n9i4t7f+WgxRnji/R/qu07WfVpqNLxyKAXC/adXj/6BLDSbaC5NLRY6v3GnqhCRuEK6L92hFgZYqp\nR42A5073k86upzr2drBZI+AlJ65KZyT9s9o2lsxipjiXpKzUzKK2B5u1KW7SVZeYjT2XPXvidvEC\nKvFjQOYXqT3hMdGt9QtJ26vhHNbfdXad45sqw/FdWNgXJHRte+36Ob3Q8Ivc6aVj6EXId3ExvveX\n4+zrlqa3lvBt1yMZuHi7dNXkcAJqaL3owy80++qUXtT21SV6Mct99azrRa6v7jphPkQM12XFsTQe\nSnEeO4bT1otYPOTL7NrV3NNl61iOsyQeStVfqxdcZiC3pbCrX7Q51/TVQL96oQkbhCsiFnBxjSic\nES9NZcq9527Xrv1PMATKxIVr9OH19opfSbpYbk94jHOXVCbOxqlUptKUlXC2rM15zRrZnuwazhxf\nIL1nMuUXvgMJUZKOHuMLlHMu2RMe84vcSbxSzrGOVco5FH0pZ85fYoHYEHrRNcWN8wupXkht3Lde\naLc9bp9ZLr2U84vl5XLOJQdwSfQtN3DqUy9SmjyEXtT4Ra6vluhFl7YnnZwZSpNrOGvqRa6vjpWR\n6gW3JzylF/4k7C56UbriWDrYqtGLIWI4bb2IxUP+s127+L66z36E4+vrGauvDsuMpcnhNgGJXvjY\nq+RAYE3YIFwRnEOmZlE5Yc3NosbSKR58sHwQnkox89clKSueczsl1qcycSk7bc41s2VcQ00JKMc5\nlRbk65dy5vzCHxpXksrE8QX2X40rsbHn/OCDvIDGvos0QyLlFzG+/nl795bbODcQkLS9Gs7+fuca\nzuEhUNK251PcYh37EHpRkuI2hF7kbKylFxznIdpezex+bBAu5dwebPWpyX3rRY0ma+pFjV/4MjV9\nNZc+L2l7Xl+5tuft0kUvcumdQ+iFdl+tqRepVGnOL3bvLk8Hz8VDgFwvuL56FmO4PvSC84tUX63V\nj8T0wl9vTwylONfqxfJyedsL63/gAR1NTrW92DYBoLHlwsLKrLWUXuza1fh7SdaaJmwQrojYbJ3v\ndNqNJXQubuap3VDDPQ2xjjUm4NysJOfEvqHmBFwyU713b7wDiXHO8QVWcq5JMeM4+4aaSmWSdjqx\nwR63Ep3zi9yecIlfcPX7WdxY8MT5MSDzixjfsEzML3Idu5SzxC9SNg47qfCzkpN4Y3rhO5AYrz71\ngmt7bc6cXmj4RYxv+O5TTb2QarJW28utupTqWw1nX35pqZxzSXprrV5wbam07XGaPIRe1PoFN9gq\nOR09rL+LJqey1iR6IbVxTi/878llE5boRc4vJG0P2F8vuAGiNDtJqhepWEEaDwHlnLl4KMW5pP4+\nYzhtvYjFQ55zTV+toRdEZX6hpRelfXVos1q9aHOW9NX+s9jkiOb4SRM2CFdELkgqmclJNdTc6X7t\nmSegLB29ZCU217GmBDxml5rZspKUmdIVz5y4xOr331/KmROK3bvLVzxzfpHizPlFLh2d84uaWdTS\n09GlfhF2rFLOnF/s3t08J3xW7sTV2rYXq1+yEq6pFz5A5njl9ELDL1L7zLT1QkuTa9qeRC84favl\nnNO42hWMGr8oHQhoabL3Y5+dxa0s9uUXmnrRR9sDyjkPqckSvQi/v1ZfnYqJNDQ5pxexrDWpXtT4\nRSrteFZjuJxe+AzEsJ7aSQDNvlorhhtSL1J9dc1krpQz5xe7dvU7ftKEDcIVwTlkbiZHK3hKpTL5\n+9pl2s8KZ8tKU5lqBLymoebqL72e4lzyCpHl5ZWvmKhJccuthEv8IsW5ZnY99qySFc9Sv9AS8JL0\n0tK25z978EH5ni2NrSBh/Vp+IdELP/EQm90v0QsNv8gFfNqpjyV+MZk0A7bdu/XaXk06eqq9SPwi\np3Ga6eh96kX4rJr00slk5SBcs6/uWy9SfP1Eg7TtAeWcu6SjSzVZohd9pKNLto7VaLJ2X526DpRz\n1h5sDRHDaWrykH21VgxXoxdj9tUl6ehaMVzN+MkG4XOElFBopDKFqUEl+0aA/gZbJSluHN8U564B\nX4mNU5xTrxDZu3ffYRPS045j9s/tJyqxMbD/yZoafpGaRa3ZphDzC6094SUdiNQvYgIu3bNVwpnz\ni1SGxCzrhYZfzKJehHv1tdqedBAe4xvWI9GLnMZJgicg//546WRuqV54voDu3l9pX53S5D71guMb\nvlKwVC88r6Wlfc/IcR66r06lSsdsvHdv8xuUnNNR0lenNFHiF2NqcslKdEk8lOI8pF/kstY02l4q\na62mr9bUi5rJmdXcV/vPuBiupu3ZIHyOwO3xTKXmaKQR+jI1gy2u/uXl/Z0+TCXK7Yv1KEk7lgR8\nuf2HpTbOcZauYOROO+b2E3GzmDm/iO11qVl1Sc2iSm0MlHNO7QmvWfHU9gtuP1Fuz9ZBB+1fJseZ\n04tavxhbLzT8Qitzpg+9SPlFn3oRDpBK22tKL6Qax/FN1V+qF9wAsUQvalc8U5os8YsSTe5TLzi+\nKc5hSm574L5uXZOSGcsQ0NLknF5I+uqStz+UHrRU0le3f+Nav5CuxnHnt3D1p/zYtxdJDJfbUliq\nF0NrMuf7NRNgQ8VwKc4xvcj11SV6kfpdOL3QznLl+oRav5CshOfiIRuEzxE4h9yzZ99qSng9NVs1\n1GCrPZOkmV46mTT/T6Xs1M6WSfYTpX4X/2+P2oaae72FdD9RqY27cJbO7peseJZwrhXwktckSThz\n9WumMqU4c/XX+sXYeqHhF9KAb0i96Ltj59qeHxTlVl360gvOj1Och9CL8FlSveA0WaIXNTbOtb3d\nu1e+SaQkvVTLLx54QNb2pJqc04uUj5XqRZfBVqqvTvm+xMZ9bB2T6BswTl8965pcoxezGMNJ9SLn\nF3v36vXVJXoR+/41fqEVD9kgfI6QCqprBLQmZaU9W5Y6BTvVUJeXV66E+8NsOM5cSuzOnemUlZBz\nyWnHKXGRdKyplBWJjYdMcZO8iirnF9zkSCodvaZjTe0zk/hFH/vMNP2i5rTj1aQXGn5Rsk1BSy+G\n8ouYXuQm7WZJLzh7hWVq9aIkSM3x9SnUYZnatifRi6425lY8uZXo2u8i0QtpX12bXiptezHOtfpW\n2/a0tghJOXdJR++qyX7SZM+ecr/omnY8hibnTkefBU2O6UXNnvQx++qh9KJ2S2GpXmjCBuGKiP1Q\nXCqTd6JY+kds5gmoe+3J4mLdYCu2z4xLPfScuf2H0tn1XCpT+7MwZSU2W8alPcf2eHKvMaiZLfOc\nNf0it8dTwlkyi1qy4lnKWXObgvdjQM5Zwy9ybU/asa8Wvajxi5pX13XRiz79YjXpxWTS/Kk9sC9m\nYz+h217x5fyCe3Wdc3pvJpCmpNbYONf2JOd0cDZOcfbPkqyES9teSpNzesG1vaWl5rcOP6vVt5q2\nJ3mTSc4valKlY5rMcc7FQ0A5Z6Kmv+bqX+0xHDdw9WVmMYaT6kXKL8L22ldfPWQMp6UXmrBBuCLa\n+xmA5ofTSlnJvcagz72/pZzb33PtWr2OvUQoJCkrsd9FenJwCWfJfqZaG2unuMVsHMuQCH+XUs4L\nC3xQXzPYSvlFirOGX9QOtryNV5NedPWL3OTM0pL8oKXYYC+0pelFOWdNvdi7d98BYjnOHF8/MXz/\n/XVtL/ZdYgc9adq4a9uLpfy3bdyFs9aEOafJOb2Qtj2t045L2p5WPKS9dUwaDwEWw2npxSxqslQv\n+uiru+iFVl+tFQ/ZIHyOwDkEN9jws1WlKSup/URcykpJKlOsoXKz6zWcOQGPcS5NZeLEJWaX9v3+\nM24/UY2NNfeZje0Xqfpj6WLhLKaE886d/ftFivMs+MVq0ouufpF7dd0DDzQdqeTNBNxgL8V5Fvxi\ntesF9xvX+MXOnXo2lrS9yaTu1XVd2h43cNHyi6H66nlse1rx0FCazNUBzGZfPasxXKr+We+rS/Si\nxi98mjanPX5QK5kw9/W3P5tFvdCEDcIVEfuhuJQVboYtdHputoybLdJIWUkNEEo4l+4z6yOVqT1x\nkJvFTO0badu4j/TSWIpbrY1rONekoy8vx20MjOMX7Q5EwrnGL7hOqu909HnQi65+kTsrQLrimbKx\ntl+YXsjbXuw35vyC238oXQnXbHslr66T6oVG20txrtFkjnONJuf0Qtr2avStdiuIVjwU41zb9iRp\nx34icu9eOWd/an7s+89qDNdue0Olo3fRZCnnmnR0jb7ab1OI+cXCwj5e7fqHjOG04iEbhM8RYj9U\n6JDt67nZKq0TVzX2/pZw7nufmReKUqFMCSgn4DWnl3Y57EXqF0OeuMr5pfR3kfqFHyCE/re42O1k\nTS2/kO7Zqj0dfR71oqtfLCyA3aZQM9hK2VjbL6R6UcNZUy8efJBPB08dGqalF9x3jKVL5vYfcn7R\nd9vzn2nqhaTtTSb7Ts3X0gtJOnr4e4VlwsGeVC+kNtZOR0/5hVY8JE1Hr217Ke3rM4arPSxTO4aT\n7v0dqq/WPL9FohdDxXCpvnrsGM7S0Vc5avd4lqaspPaN1KascHv5UmkmHOdYx57aT8SlMuUEPMWZ\n2zdSmrKS2rNVm+JWu59IYuMazqkDuKQ2BvT8wqeXStKOgfn0i9WkF0P5RZtvSi+4tje2X8ReRTWk\nXkjSSz1nTb3gbOy/Y9j2U/sPU37Rtyb7zzT9grPxUHoh6asnk32ZAFp6kfILLX2r0QtpOniq7Y2l\nyV04c3qxtNTYc+3a/fmupr46pm/+s1mN4WJ6MWRfXTNh7lzzf27r2CzphSZsEK6I2A8lFVDvUNw+\ns5pZ1FTwxDW65WVeXCQpsdx+osmkaVi7du2/b4RbJWqnMoWcw5SVrgGX5rsEw3SxtlDUdKwpG0s5\nc7Pr4SxqqY337m0EVMpZMouae4UIMI5f5NpebUpsjV+MrReSgEuqF1zHntMLru1xQcpQerFr176V\nzFLOmnohWfFM1V+jF1o29vXX6IWGjWs459qeJL20hrP/vaRtrwtniV5I0ktr9a22r9aKh2pW42Ka\nzHHm2l4Xzpxe7NzZfF4yYT7LMVxJdtK8xHCcXuRsDOjpRRdNbvtSrV5oxUO2Eu1iA1MAACAASURB\nVD5H4ERPcrKnLyPZA9VXilsp59RAILVv5IEHmvvb3wVonsUN9rj627NlNTYOXxXRdd8IF3D4zyR+\nkbNxDefa9NL2PrPc6oLUL2pOOwb69Qvtvb9D+UXfesFtX/F8AR2/0E5H999RsuIq8QvNthdy1vAL\nH1TH2l7felFj44WFRve5dxXX6MUQfXXf++5rONe2Pc85nDCv4ZzTiyHiobH7as1zOiRtr5ZzSi9q\nNBkYp6+uieGGbHta/UhJOnrMxlxsvXdvv311zsazqBeasEG4IiQN9dBDgbvvjs+wTSZ6M79dAr72\ndY6zn+GU7ieKNVSOs9+/yB1QE0tZ8XxjaXzexpKUlSE6do5zzsaae8JTNl5e1uMsTTuuPVmzzbmk\n7Y15OrpEL0Ibj6EXnI03bmx+x6WlpnNvr/j6jrWrXgzR9jxnrT3hmoPwmrYnfeVQjrNEL2psTDQb\nfjGEXmj7RZtzKqhO2fjBB5vntOvR0otaG3OrykD9qfnSeEja7w2lybFBuLZeaA7CtWK4Wk2WZq0N\nFcNp6QXX9tas2beqHdOL3ORM35pcqxda8dCePfEVdy3YIFwRsR9qcTF+cMqhhwJ33ZVOs+l7P1Fq\nr0tsJZzjnGqoqXePxjrJFGcvYu36uZQVzzcloJKOXTrY4vimviPHOWfjGs6pWVTOxrGzAmo5c9sU\nak479vuJYilubc61ba9GwKX7zKR64esfYv8ht/c3ZuPJpBmI33XXyhQzry8LC/tf95w1JmdybS9l\nY4leaLe9IfQitUWob73YvHlf8FRqYyCtF9LBllbbS3HWfh/0UHohaXs1nDm90IyHUpy76AUXD0lX\nD7m0Yy29SKWja+tFjY2BfmO4Wk2WniEh7UdqYzgtvSiJ4TRie2nby+nb0tLKCY0hx0+7d688xFQT\nNghXRGxWxjtEW8A3b+42QNRMcSvd68JxTnXsXsBLU5lS9ft6uNm69ixqzsa5lfDStKCa/URSv8jZ\nWMq51sbtGUkg3+mkVjw100u59NrYLKrULzgbd01H1/KL3KpLX3oRBk8xzj/4QbmNPWfu1XW1s+ta\nmizxi5xeSNpeDeeSwVasjqWlxmfaacdSzlzb86sud98t94sh9IJb2RpKL6R9tbZeSNpeDWdOL2ri\nocXFfYPdIfSiNB7yAbskhtPUC//v2MSBtl7EbEzUfNYeoPo6gPIYTrPt5eKhvvViqBiO45yK4TRj\n+y7p6DEbxybsxx4/acIG4YpICUVq5inmeLk9DbGGopniFkvn4DiHHXtsf4xGOnqKsw8e29f9qsvS\nUrmA5k6pfOAB+YmrKaEo9Yucjf1+Ig2/yKX8a3HWPAWbs3GMc67tpfwiZmM/i3rQQTqcJXqRCqrX\nrm2eBehOzkj84o47ym3sOUtT3Pq2cYqzdtsbQi9yW0HWrl0566+tFweyX6T0orav7luTtfvqtl+s\nX99kM3ET9rF4JHxX8RB+URoP+TKcXwwVww2hFxK/mEya35jbexyL4YbUZM4vUunomm2vb72ojeH2\n7Gn+3bb/LGty3+MnTYw2CCeiw4joSiK6jog+SUSbmfvOIqJrieh6InpjSXkiuoiIbiCia4jojOD6\naUT0temzLg2uryWiy6dlPkdEW1scNhLRzUT0ztR3ijmRNJUJ4J0otaeBS6coOe049plWmo1072+K\ns08natcfptmEdl5cBDZskK26LCw09bS/v5/d5gbhuRNXu/pFzsbSNJuUjWOCyNkYqF91kQi4v487\nsI+zsd+THAp11xXPUgFfs2bf4WSxfZlD+IVfwWing2vpha+f239YsxIu0YuS04771uSaFDeJvtVw\nTvlFbdqxpl6M5Rc1bW9IvZD21X3ohUZfLdULotnXi9J4KMW5JoZbLXrhY6jl5XSqdMj5kEOaurnB\nppYml2QzdtWL2hhOSy9SmnzoocCdd8ZfmzmLmjz2+EkTY66EvwnAp51zJwP4LICL2jcQ0QTAHwI4\nE8CpAM4nokenyhPRKQBeCuAxAJ4L4F1EPwxB3w3g1c65kwCcRERnTq+/GsAdzrlHAbgUwO+0qLwV\nwP/MfaHU/oSUgJfO/Kb2Ey0v8wNEyV6+sEzK8SWrcZJXUaU4+3q4maxYg0ytuuRSYks51+wnkvpF\nmGIm3U8k8QuOs5/Fbg+CU5wXFvbNorbLSPeEc5xTfhzaOByErl/f/P+++2SzqFo2LuUcoqTtla5s\nTSZNHZ5jF85hemmM8w9+IGt7Ur0You2lOA/R9mo45wI+jbaX4pzTZOlgS+sMCc22l+I8D3rRZ1+9\nGvWiNB5KcdaM4eZVL5aWVu6x5fSCCNi0SRbD+cFe7JySlI371otc2+tbL0o0eYy2V2PjTZuAe+7h\n35jR9/hJE2MOwl8A4LLpvy8DcG7kntMB3OCcu8k5twfA5dNyqfLnALjcObfknLsRwA0ATieiowBs\ndM5dNb3v/UGZ8FkfAvCTngARPRnAkQCuzH0hToxTAs45Xmomh0tz0dj7W8PZP0u69/e++/T2hKdO\nA73jDnnAJ+HcZZ+Zll/4NBsNv/Czktz+HIlf1OzxlPhFjY09Z4lfDLHvPsX5QGl7Us6abe/ggxv/\nrll1GVOT/Um8pX4h1bcc55helPiFdGJ0HjV51vTCB5ymFzp+EWt7Kc6zEMONrRfcwEnLL8JtChIb\n51Zp++6rOb3YsydeZoi2N5nondPBTQLU+PHiYtNfS7JcNdueJsYchB/pnLsdAJxz30Uz0G3jWAA3\nB/+/ZXoNALYw5dtlbp1eO3ZaPvasH5Zxzi0DuIuIDp+uoP8ugDcAyJ6Nd889TfpMiJJVZW72Z4jT\njmOcudmnklQmyT6zmtPR77uvuR7aJpxdl6TEcgM0rddn+XQxbb/g9hNxv8uuXfL3u2pwTtlYyy/8\nCr2Er+cs8YuFhaZzjx02o9n2amwsXdmqaXsc57AD1Wh72qejS2xM1KQScgFfzRkSNacda/tFu0xN\n2rFUL7Q1WfskXomNN20C7r03ngWU84vUHs+x9aLPvnphofn+Dz7YbAlr1z9rflHS9krjoRRnzRhO\nWy/8q5jaAyFtvbjzzjjfpaV997Q5a/iFjxVS5/rE0rE146FU2/PZae36vY2l53TMmib7A/tiCylS\nPy7h3Of4SRO9DsKJ6FPTPdj+z9enf58Tud11rK5r+RDe3V8D4P91zn2ndT2Km24CHvaw/a9xA9oN\nG5rGyL3sXrKnwQdCNScoxjiXiEs7VdqfUtp3KtO3vw1s3RpPZeIOnIil2aRm+LRT3CR+kUpxS/kF\nl2bjD1pqPys3iyrlfMcdzb/b74OW7ieS+oVPa/v3fy/n6zlL/SLGWbvtSf1iqLYXcj7hhP3v12x7\n2ltBJDau4Zxqe7UrW337hfYWoXvvbf5s2bLyu6T8Ila/ll7kUh8lNl5YaILDO+8cxy809cIHnEPo\nxc03Aw99aONv4f3zqhfteCjc+6sZw5VOmGvrhR+4lL42slYvxuqrfazATc7s2tU8sx3DaNrYb+kr\nPY+ha18dcg7rL2173IDWc9bcUth3X7127b6sgq6arInI/IIenHPP4T4jotuJaItz7vZpqvj3Irfd\nCiA8JO246TUA+C5T/lYAx0fKcNfDMt8hogUAm5xzdxDR0wE8k4heA2AjgDVEdK9z7s2x73T55dux\naROwfTuwbds2bNu27YdO1J7h8QeRpFZdNF6f5Z2oLey+zI03ysUlNrvPvdDeC3j7ZMeFhaahHnoo\nVqBGwHMn8ZbaGJC/Vm3NmvSpjzfeCJxxxv5luI5948amjtSqS2o/UdsvajrJXbuA224DjjuujHON\njf0ez4c8ZGWZGs7f+lZ58BRyjvlljrNWGuGNNwLnnrvys5oUt9Rgq9SPc5xvv70ps2nT/td9UBvj\nfM01cr+QcPb3xQ7sy+lbyi+OPz5eRtL2OL/IvXJIwtn7xbp18e+/d2/5q2VSfrFmTVNPjLOfGI2l\nPk4mcc7f/KYs4Iu1vRRnv7KV0uQav+DKcH6xuCjXi1gWTq1faOrFYYdhBWr7ak4vUv3I4YevrF+q\nFyV+cdpp8fo3t44OXru2+XPvvToxnB+Ete2S04v2xGhYv8QvcvFQmNHgy9x/P3DMMSvLpDinBuGp\ntlcTX0j8IqfJz3hGGWfOxqlX10n55jjfc0+TNXrkkSs/k8ZwNds277pLvqWwVpOPOGJlmfvui29T\n8Aet1cRwO3bswI4dO1YS6YheB+EZXAHgFQAuAXAhgI9E7rkKwIlEdAKA2wCcB+D8TPkrAHyAiN6B\nJs38RABfdM45IrqbiE6fPvflAN4ZlLkQwBcAvATNQW9wzv20J0JEFwJ4MjcAB4Cjj96On/5p4EUv\n2nfN/4htAQfyB9TE0gi5FDd/CnPskIoHH1zZgfqGunNnM1vd/qwm7Tg2i+pn+GIp7zt3rhwEhZzb\ndplMGgFvdzi+YyWKpzJdc028A5GuhHOcff2x/Xd798Y7ydQs5saNzapLqSCG+1Lbv0uNjW++uRHv\ncAUjxbmPU20lnH3HXmpjz/n7348HLxLOCwv1J41L/CJ83R4XVEvTjjVs7OuXrHgO4Rc1bS/kHAsG\n7r03vi8vtroQ+kVML1KnHXOc77knbuO77moms2J+4Zx8m0Ksr0px5tperV/EBnvr1vFBYswvcifx\n3ngjcOaZ+5fxftHuq0o4c5q8fr1cL9r294H47bcDxx67/2fSVOnUINy3vYMPXln/zp38YIsbhNbo\nxbe+1a9e5E5Hv+km4Kd+av8ytSmxuX2ppX11qu35idGNG+OcJX6hFQ/lONf01f/xH/EJe02/0Oqr\nDzqosW9slTjlF5pvJohljKY4j9lX19g45BybaIiNnzjOqb465OsXVj0uvvjilRVUYMw94ZcAeA4R\nXYfmILS3AwARHU1EHwV+uD/7dWgORfsGmgPXrkmVd85dDeCDAK4G8DEAr3HO+VT11wJ4L4Dr0Rz4\n9onp9fcCeAgR3QDgl9CcvC5G7UxObCZJerJmTcqKF0NJQ+VS3LRSu1P1LyzUrXhKT32sSX3cvZs/\n8XMIv3jwwZX1a9o4xbnmoCXtk3hrZ9e7cs7tM+P4Li3JVjDWrGmef8898Vnc1IE6WjaO+UWY4jZL\nftGl7WmcElubjn733fUTo6V+oZn6mNJkX7/mqotEk1Pp6GP21Xv2NH9KJzknk0YrjjpqZT01frG0\n1ASdsX2pfetFODkzhl7k0tElmYGes0QvNGO42r76zjvjh1P1vXUsxXmIvjrFOZfaLdGLMMtV4hd9\nx0MpzmP21URNDPHtb48Xw42Zjj7aINw5d4dz7tnOuZOdc2c45+6aXr/NOff84L5PTO95lHPu7bny\n08/e5pw70Tn3GOfclcH1LzvnHjd91uuD67uccy+dXn/a9FT1Nt/LnHO/mPpON97IB9WxHzF3CFDp\nfqKFhfq9OW2+Yf2xPVDcyZpcQ+H2jWhy7mLjGGfudTgc5xTfBx+Mr2Boch7CxinOuXSxIfwi1bFz\nwZMGZz/xIfWL225rVtxiq04Sv/CD4Nir64bwC+6wFY5v+B379IswqO5bL2Kcff3SQTg3McpxXr++\n+f25+rlDgIbQ5NhgB0gHT1p+kRts1ew/lGoy11fv3Nl8LjloSarJub56YSGetTamXwyhFym/WFpq\nVly3bl35LK7+mr56yBguZuM772z+3R6Ea8VDNZyH6KtTnFN877qr0fHYSrymXmjHQ1K/GKuv9hms\n2rF96T72mr5aE2OuhK867Nmzcn+CXyXVSGVK7SeqOb00NVuWehVVTSpTLOCqOVkzxjlnY83XnqQO\n9YjxvemmJo2vzU3bL/q2cYpz7Xt/tThzHbumjWs417Q9KWffgXH7zLRtLNWLsfwiTC/tWy9yr8OR\nvJmg1i/anMNBuORVVJqanFrxHKLtcYOtBx4Avve9lenVmnrhv//u3f321RznQw5p6olNTg2pybGJ\njtTWsbH8YjJpJkY3blw5MaqpF5oxXG1f3Xc8VMN5lvvqb3+bzxidxRiuRi9mJYYbwy8WFlbx6egH\nGiQrGEDjRPfdJ0tZ4U7WrElZ+f73+YbKrboQrXzPY4mAx+qvmeGLcda0cQ1nKV9tzkPYOMV5CBun\nOHtfls6uj+UXqbY3q35Roxdj+oUfhC4trTzQaQi/8BMjk0l8Aq5vvSgZhPetyf51OGP4hX92e6/+\nZNKsBB577MrfRdMviBrOsbMKNNsex3kyaVaK7r9/f86TybCaHAuqx9Zk7lVUQ2nyrl1N/V39oobz\npk3j9tXzFsOttr5aGsMNqRd33bVyYnSovtpWwlcJJHswgH0ng3MzObEgYTKJv6t49265GAKydHSO\nc8nMU6z+Gs6Li8DRR3fjq805dRIooGPjFGdtG0s5H3xw81mfNs5x3rKFP+l8LL8You2FnGNpx2P6\nxRA25jj7jjk1MdqnX6T4DqEX4SSEhl5IOS8s7HtjxSz5hf+3dl+t4Rerra8GZKndQ2ryZLLy/BZg\nmL46dn7LUHqxuNis9vfd9lKcDzkkflDwLPjFgRrD+cMgx4zhjj8+fl0rHuI4+y19sXMybBA+Z4g5\nvf8RJU7EpZcCzUxObJ8XID9BEaib4YsdACbh24Xz1q0rrw9h4xTnxUW5jTU5a9tYytkfRNKnjXOc\nx2p74TPaaceaNq7hPJRfcB2lf5XZmH7Rt405zim+Q+hFOFkb2/srtXGK85o1KydGfTo29yqqNl/P\nuW+/SAWoY/vFEHrh2+oQbe+oo1aWqQmqNf2ii425eEjCec0a3baX48zZue+2l+L8sIfx5yHMo1/M\nU1/NcV6/fuWbHPyzVntf7bfG+EzfEr6asEG4ImoGtEA8nWJ5mZ99apfJiWE79SksXxOMcHy5mac2\n3/D/Us6SwyY831j9mpxrbKzJWdvGwMr3JJdwHtMvtNuehPPCQlzAh/aL2Ow6dz8gt/GmTfs4tMtw\ns9ubNunZuIbzWHrRpe1pcB6y7cVWMCaTJthpp4MD+1ZdxtALf/9YeuGfzb3WaRb9QrPtlQxo+9SL\nLjZODQRKORM1nDX76hq/ONBjuNg5HbMcw0n1Yu3aZhJMynk19dWl4ydfRsJXEzYIVwTnRLE0ByCd\nTgHwMzmALODj6kg11NgMl+dcw1c6i8qV4YKnPmxcyjnFF+if8+Ji4wNaNj766HiZHOcD1S/8LKqE\nL9A/5xRfQMfGJZy1bKzFeQi/qPVjQIfz2G3Pry7EApi1a4ENG8bRi6HaHse51o+J+InRvv1i3tpe\nirO/r6btpQYCUs5abW/z5vjEqPXVfJk1a1Zen9W+utbGW7euHGiWcD4Q+2rPWcJXEzYIVwSXTgHo\nCji3n0nq9CecwDfUsGyb86wJeMrGqb0uHGc/WxYrs7AQ3zeSqmMov+jTxjnOmzeP6xfcqkuKb6p+\nKeeawZaU89gde2oQnuI8T3ox9mBr3brmfIOunH39Un2r4ZzSi3Zf5TGWXtS2PS29qLXxMcesXL3L\nceZWwiV8u3DmgmqO70EHxQdImpwnk/SEdUovNAcCY/bVUk0eQi9mva/um/OQmsxxPlD7av9/G4Sv\nAqQ6HWkqE1cmlspU4/Rc+kdYRpKODsjSP2qC1FTKCsd3zZrm4DAJ51i2gf+/lC8RcNxxMs45v+Ds\n3KeNSziP6RfabU8rlYnje9hh+/ZMa3COvfKnNl2M4zymXmhyHsovavQitYIh4ez9QapvgK5exPh6\nzmPoRS4dPSzX5hurX8pZu+3lOMcOAJPw1eac0gp/toiWXhDFyywuxvkCw+nFPPXVQ+hFiu/GjfH+\nbShNXrcOOPJIGWepX3hfnSe/mPW+WppCb4PwVYBUQ9WcyeE6EIkTbdwInHzyyvtLOHN8Y06vOVvG\ncU7xreGcmpXk0rRj9x9yCHDiifueV8o55xecnfu0cQnnsfxi82bgpJNkfNevb34XDc7Sjr2LjWOf\nLSzwwWZs1Wce9aKG8+GHA494hJxv7LNaXx7bL6T6Buhy1tLkLnoRBlyLi8ARR6QnRvv0iwOl7Q3V\nV+c0OZaFERuEb9jQpPtv3CjjfCD01Zp6sWmT3C8mk3TmzBCanJoYPVD9QlMvDj20iZUlfDUzJMZM\nR2fmqQ014AQ//DtEbap010AEAC64AHjZy1beHz6P4yzlG97ThfNHP5q+n1t10Ux9jNVPtG/AE+Lo\no4GvfS3OaVb94pd+Kc43x3nIFLc25899Tu4X3InutZwlfB/3OGDHjpX35zin/CLG13PWsPFv/VY8\nEAmfx3H+/vfj9/ftF9deK/eLQw5Jp6tq+IV/Rvv+bduAZzxj5f05zlK/qBnQ+ue0bfzud/O6u7gY\n7xMBfb3gUrVjKx633MJPWoV/t/mm6tdcCW9zfvGLgXPPXXl/jvOYffXf/E168lmrr5a2PV93m+9h\nhwHXX8/fz3Eeoq/m9OJnf7bZL1vDWSseynFu2/kzn6mL4cbqqx/5SOALX4hz6qIXsUGdVl/9lrfE\n+eY4j6kXX/2q3C8WF/e9HleDs4SvJmwQ3jNSnU5NKpN0towT8IUFfnYnNftTm8okmS3jOHOdaq5j\nr02zKZ0t83XH7FXDudYvnFvJl+PA2ZizYQnn1e4X0skZjm/4LAnnlF9wg3AtveCeH3Lt0y9qONf4\nBVETjGj5smR2nWgYv0jpGyDjHBtohfWnBuEPPLDyfkBu48XFuF1i+4uBOr/wW0fG6KsnE97OUk32\n/++77dX4McdZU5P9c2r8gouHgO5+UdP2UjGcZl+tqRdj99VcW0rFvNox3Jo1cV2U+sUQMdxQejG2\nX9TEcFqwdPSekRJwbtUl5fha+4lKOJeueOb4hve069DgnLIxIOfM7YHKza7X2DjVsXOcuVnUPm0c\n3stxXu1+obXPLIVav0ithA+lF7HZYk0bA/PlF5xejO0XfoV6CL0Yy8aAriYvLjZpnrPaV5dqcslg\nq0/O3u/G0mTPWSse4lbCpX4xy311Kh4CVocmTyZpv5Ry1uqrx/aLsfViHmM4KWwQ3jO6pMT2uW8k\nBc2Gqrn3l8PYqUy+bomNU5z9qkusfsksqrZfaKajz6NfDHGyZm2KG/cdh9KLhYW4X2r7hXQVI4YD\nyS9ifP27iofQi7Fs7OvXsjFQx9k0eSVSejXLfhErs35982c1+4XmnvAavsBs+4WGJgPz5xezHsNx\n46dY/Zp9tRQ2CO8ZJTM50tSgsRtqzWmEfXLuYmONhuqfozXRsbDQDMRjnDkxGsIvcpMzq90vpJMz\nqcwFDinOftVFko4+lF4MZePUuRvz4hd9rYRL9GLIyZkY+raxf46WjYE6zrOmyf7/Y2myLzOPflGT\nEhurZxb9ojYeAlZHX+2fo2XjDRua5x3IMZz0lYpSvoDe1gobhK9ilAi4dPZp1tLRc3xDjh7aKW7+\ncLQYNNNshuzYY5xTs6jmF+V8AV3OqQP7tGy8bl3zLt1Z9IuxbAzMn1/00fZi9ecmZw4EvxhCk4Hy\nvtpPIo2lyalX13GHaZlf7CsXA8d5cZHPWpunvnrItOPV4hepLNex++rwuSE0bRzrX2o4j+0XQwzC\nma9m0ELuR3zrW4EnPGH/a7M8u37iicA73hG/f6xUJl+Gu/9lLwOWl+P1933YS4pvrA6PSy9tTuZs\n1z/2iidX5rTTgO3b4/VL/YIL0mpTmbj7/8t/2be63JXzEKmPAHDZZc2rt9r1j+kX/jeL4VnPWvk+\n9D5sDMQ7/dT9HOdf+RXg4Q9fWT/Q7+noKaQ4H3QQcPnlKwP+XMAn8YtaztzpzWefDZx6arz+WW17\nv/EbwJOfvLJ+oDxrzZcZQpOPO645vT5W/5jbFFJ68ZKXAPfdF69f0y+4AwO5+2N1eFxyCXDKKSvr\n19Jkbb147GOBt70tXn/fB3DV8AWAV7xi5VakWdeLP/oj4JhjVtaf8os2+oqTY/7/9KcDb35zvH7t\nvlrLL173uuYtRO36gflZCbdBeM/IzeScfXa8TGoWlRPDgw5aeX8XAY9xXrMGeOEL4/XHnN53uH1z\n5gZuwMoOMny2tKHG+AL6s+s/9VPxMjVBtaaNgTjngw8Gnv/8+P3Sjp2zsZRzzsbtgDosM9bkTI7z\nS17Cl4lhKL3g+B5xBPDsZ8fr1/SLyaQ8sM7Z+JnP5MtocNZe2SIC/tN/ipepGQhocuYmRo47buW7\nuvvwC82295zn8GVK9/76MlqDrRTnhYXm9Wax62P2Iym9OOmkldf68Iv2m0RSyPnFOefEy2jZWFsv\n1q1b+cq72ngodfijhHPOxu2FqrDMrOrFi14UL5Pyi6WleB2aesHx3bwZOOuseP2zGsM97Wl8GQ3O\nRPHxiyZsEN4z/I+n1VBiwdOQJ67GkDqNEEhz1jhoyd9b8x2lr7cYav8hV6bGxkOkMqXul772RDvt\nWMsvNF9dl6tfWoYbgA7lFweCjQGes98SE2KoU/NTZSQDgT78omawM49+UZq1Bsy2XxwoesFlaKTq\nnzcbS8p0sbHGOR1eP8f2i7HbnuQ1s/Pa9mJlcvVranLseZp+IYUNwntGalWZQy54iu0zIxpmP1Gq\nDHd/jPPCgp6A+zJSvmFdIYZ4RVmtX0htDAxz2nEMfdg4fG4OtTbmysyyX3B1DOEXKb/k7g/rCjHL\nNubKxGzsy2gd2DeveqG14jjLfuFfb9SG1C+6pKNLOE8mdX6hcdCSv3cIveDeVb64uHJ7Wgrz2vbC\nv3NI2dhvU+izr/ZlDoR+JOUXe/asvB8YL4ZLHeQ46zGc9HV7NghfpagZ0ObeJRhziD46dkkZKWdt\nAZd27CXvEpRy7nuio8bGwHiDrZSNFxbiM9+aflFrY2B2tynEMJnwdYz9KqoY5rXtATp7f7UP7OMw\nC3ohwbz6RU1fPUTacaqM1C+0DlryZcbWCwlqVuNmpe2VlqnJZrQYbl+5UtT6haZeaA1ou5zHoLV1\nLIax/UIKG4T3jBoBT3WS3D6zoU7iTZWRpj5qC3jNd1wt6ehDpZdq2ZioqB11MAAAIABJREFUf7/Q\nTnGbV7+IpUkDs+kXs2xjQLb3dxY4j60XEsyrX8xCX923X6y2vlpzTzhXZuy250/CL70fML+YxbYH\nzGZfPcsp/8B4p+ZLYYPwnlGbTjHmSrh2pzPELGptKtPYJ2v2bWNg/HR084vy+vvwi/b+R22/mIXZ\n9SFsDOishPu6x/aLmI2JdA5aCsuUYl79Yhay1uapr54FvZDsCR/CxtqDLWm/5yesra8ur/9Aj+H8\ntpZZtDHA+0XsEFdNzlIUzpMZalE7k5PaNyLZZ6b9egsOuRk+yR6M2lMf+54ty3EeexZVss9sbBsD\n9X5ROrvvn3cg+IVEL7T9onZ2mxvsxVZwZsHGWnt/gdnVC+6cjrH1YpbbnsTGvoz26ejz1Fdr6sVq\n8QuveWP11b6MxXDy+i2GW1lmbBsD8ZhoiL5aClsJ7xkph0iVkc6ua6e4SV7548tw35Gb+Z2F2fVY\nmSHTbKScpTYGxl/x1PSLmsDiQPCLlF60X3vi/WIWD1ri3lU8CzaW+DEwf5z70GRpHxLWFWKW256W\nX/g+d9Y4W1/N158qo+UXQ9g4V8b8QlZ/qozFcOX1+wyNvrPWxkxHH20lnIgOI6Irieg6IvokEW1m\n7juLiK4louuJ6I0l5YnoIiK6gYiuIaIzguunEdHXps+6NLi+logun5b5HBFtDT47fvr8q4no38LP\nStDHqnLsWdxMzhD7RnwZ6XsxtVOZtGdRpZylfGN1pFBjY0A3lUlyf+6wlxq/kPrl2Ksus+oX3Ozu\nEHpRMrs+723Pl5knzqbJ8TpSML+oq9/8Il5mrL7aP9/0orz+AyGGG7uvrimzsMBPZg6hyVKMmY7+\nJgCfds6dDOCzAC5q30BEEwB/COBMAKcCOJ+IHp0qT0SnAHgpgMcAeC6AdxH9cD7+3QBe7Zw7CcBJ\nRHTm9PqrAdzhnHsUgEsB/E5A4/0ALnHOnQLgdADfk3zJ2tmy1MqWJJ3C1y9tqDWzqBLOfXTs2vuJ\n+hxsDeEXY8+i+jKaflETWGjvJ4qVmSe/6CN40rIx0L9fjK3Jvu5Z4zzLmsxtRZk3G/syYx9ctFr0\nYrX01b7MauqrAfnWMfOLlfdzdhlbk4HZjeHG1GQphM1UFS8A8Kzpvy8DsAPNwDrE6QBucM7dBABE\ndPm03LWJ8ucAuNw5twTgRiK6AcDpRHQTgI3OuaumZd4P4FwAn5w+6zen1z+EZuAPInoMgAXn3GcB\nwDm3U/oltRsqN5Nz6aXAUUetvO5nhPqcqfZlJJyf8hTgDW+I3z+2uHCzqD/zM8AJJ8SfN7aAc35x\n2WX7OqQQs9Cxxzj/2I8BRx8dv3/IQbhkFvX1rwee/OT482bRLw4/HHjXu+L3j932gDjn5z4XeNrT\n4vfXZmj03fbe/GbgcY+Ll5lFv3j4w4H//t/j99f6hTQIB/i3KcRSCV/8Yj7lfRZtDABvf7tuP8Kd\nVZAqI+H8+McDF61YImkwtl5wffWFFwIPfWj8eWNPdHB+8Ud/BGyO5IPOal/99KcDGzbE719c1N3S\nyN0PyPzi538eeMxj4s+bRb1Yvx740z+N3z922wPinJ/9bD0bew59a/Ib3qAXw0kx5iD8SOfc7QDg\nnPsuER0ZuedYADcH/78FzcAcALYw5Y8F8LmgzK3Ta0vT8uGzjm3X45xbJqK7iOhwACcBuJuI/hbA\nwwB8GsCbnCt/wUVNQ/GnDsbA7Wl42cvSHPoWcCnnI44Anve8+P1DpkrHOHP7iZ71rJX31tY/lF+8\n/OV69deIkZTz8cc3f7Tqr/GLxcV48MDZ+LnP1at/CL+YTICf/mm9+qWTdrlBcIzzySfzzxvSL2Lg\n/OKFL9Srfwi/WLcOOO88vfq5dsShxi+e+MR0/bNmYwA4//w0h1nT5M2bgXPP5esHxtMLrq9+xjP4\n59X6hSQmqvGLCy5I1z9rfnHUUfGFn9r6h4jhnv1svfqH0AuicWO4Gk1+xCOaPxr115SpaXvnnKNX\nvxS9DsKJ6FMAtoSXADgAvx65XfDmxii6lg/hQ4dFAM8E8EQ0g/QPAngFgD8rfdBQs+spSE/3k6aL\nAbqca0997HsWNYXaUx/H8oshbOzLaHKexVnUFA4Ev9BMLwXML7j6gfnyi4UFvZVwoH+/GNvGQB3n\nsTXZP7MUfaSjr2a/WFioO7BvbL8YQpOBeJl16/Yd6lWKofyC4zSLMVzu1XWz6hdjarIUvQ7CnXPP\n4T4jotuJaItz7nYiOgrxvda3AggPQjtueg0AvsuUvxXA8ZEy3PWwzHeIaAHAJufcHUR0C4CvBunw\nHwbwI2AG4du3b//hv7dt24Zt27b98MeTNhTpnoYUalbCaxqKFmff4MZ6FRW3nyiFsVPcam08b35R\nU/+8tb3w79Iy8+QXucGW+UW8/vDv0jJj+4XmILxvvxjbxsD89tVj6YUfIJhfrKx/bL8YQpNTWWuz\nqsnc/bPY9nyZefOLPtrejh07sGPHDlnhkuerP7EcV6BZVb4EwIUAPhK55yoAJxLRCQBuA3AegPMz\n5a8A8AEiegeaNPMTAXzROeeI6G4iOn363JcDeGdQ5kIAXwDwEjQHvfn6DyWiI5xzPwDwE9NrUYSD\ncA/tWdQjj2z+SDBEOnqK89FHN+nnpRhq34ivK1b/Ix8pe97Y+4m2bOH3wKXqH9svDj+8/Flj7yfa\nuJHfy8lhFvzi3nvLnzUL+8yOOQY47LDy543tF0ccwZ9jwGFsvzjqKLm+hTxK69ecnNm6Fdi0qfx5\nY9t4Hvvqo46S99X+mZL6NfXixBP5Q5VimAW/kPTVvm7rq1fez/E96CA+JZrDUH7BDQKlMdwQbc+X\nSfXV8+QXhx4KHHts/DMOnrNfWPW4+OKLZQ/inq/ylDpcAuCDRPQqADehOdEcRHQ0gD9xzj1/uj/7\ndQCuRHOS+3udc9ekyjvnriaiDwK4GsAeAK8J9nC/FsD7AKwH8DHn3Cem198L4M+nh7j9AM1gH865\nvUT0BgCfnR6w/mUAfyL5krUNhXOi008H/vqvJQyG2WeW4vyOd8ieNcS+kdQsKgB885v91q/tF2ef\n3fwpRc2Bfdp+8Rd/IXvWUH7B8T3kEODrX++3fm2/4PaTadZfu8+M4/zxj5c/q6b+mjK5QOSf/qnf\n+muzgzjOv/zL5c8J65dy1lwJ//zny5/l6x+z7T32scA//EP5szyHMTWZO5gvVb9/pqSM5uTM1VeX\nP6umfm2/2Lat+SPB2H7xx38se9bYmrx2LXD99f3Wrz0IfvGLmz991q/tF3/7t7Jnje0XRxwBfPnL\n/dYvxWiDcOfcHQCeHbl+G4DnB///BIAVx/Jw5aefvQ3A2yLXvwxgxXm1zrldmA7iI599BsATuO+R\nQ+1smXS2KoWhZlG1OA81Wza2jX05SZmxOZtfyDBvfjHE7DpR+vAUKQ4Uv1hY6Pe04RSGXAkfyy9q\nT80f2y/G1mRgmFdRjeUXY2uyr3ve/OJA0GRfTlJmbE02v5Bh1Q7CDxTUNlRuJqcGtQGfBJqcx05Z\nqUHtqs/YnIcQ8APdL4bo2DVtHPIord/8QoZ5bHv+mZL6awZb5hey+sf2iyFeRSWdgEqhVpO1VuNq\nMI9+cSC0PV9OUkaLs2935hcr7x/TL8TP7+/RBkA/lamWg6T+xcX5a6iaKSs1WFyUBQnz6hfzNjkz\nC34htbHnUYqxB1vmF3LMY9vzz5SUqQlqzS/6ux+wtleryfM0EDC/kGPe+mrPwfxif4xtY/Hz+3u0\nAahLcZtMdJ1oiNeeaHIe4jUGfdi4/O3xdbOo5hfz6Rd9z65rcq5d9TG/kGEe257nUYoaG4d1dYX5\nRRzW9uZLkwHzixhmwcbA/HE2v5ChhrMENggfAD6dSnL/2Gk28zZbNgs23rtXVn/4d2kZ8wt5/fNm\n4/Dv0jJanInML7j7x/aLsW3snympf95Wws0vZDhQbBz+XVpmbM7mFzKYX/BlzC/0nrfi+f092uAh\nTe/euhW4/37d+qUpK9LZskc/unm9iQZqU1YknA87DHhC9XF78fqXl2X3h3+X4GEPA3bvFtHKcujb\nLx73ONkrb3L19+0XW7YAj3mMrI5c/VIbA7LzBR75yEYztDCEXzzlKc1p8xoYwi+OOQY46SRZHbn6\n+7bxox4lfx1Lqn6gX86Li8DTny5/j2vqeX37xXHHNa/I0sIQfnHyyfJX6qXq79vGmzYBp50mqyNX\nf40mSzifcILstWklHPr2i1NOkb9SL1V/337xkIc0byDQwhB+8fCH6/V7vu6+/eKJT2xe7aWBIfzi\n6KOb8YgWbBC+CiCdyXnBC5o/Whhituyyy2T3pzDEbNlDHgJ89KOyOlKQClvNLOorXymrI4ch/OLD\nH5bdn8IQfvGIRwB/+ZeyOlKotbHkfIFf/VU5rxSG8IvPflZ2fwpD+MVTntL80cIQNv7t35bdn8IQ\nK+GTCfDP/yzjlcIQfnHGGc0fLQzhF+9+t+z+FIaw8caNwKc+JasjBSlnPykkKXPeeTJOOQzhF9JX\n36YwhF8ce6z8FVkpDLES/prXyDjlMIRfSF8ZmsIQfnHqqcB73iOrIwUbhK8CLCzIB2maWL8eWLeu\n/P554wvMBuc9e8rv9416bM7mF/1i3mwMNJzXri2/f2zO5hf9Y3Gx4dvnq6i0YX7RP9atW/021n6l\nYg3mzS8OlLYHzB/neeILzCdnCWwQPgD6nknJ4S/+QpaWODbfrVuBz3xGVmZszq99rexgtpqVJW18\n/ONN2lwpxrbxk54kn60fm/Nb3iIT8LH5AsBVVzXbNUoxNuef+Ilm9luCsTn/7u8CmzeX3z8238VF\n4Jpr5GXG5PzCFwLPeY6szNic3/OeZktMKcbm+9CHyrMXxub8qlfJJsyB8Tn/7d/OV1/96EcDV1wh\nKzM251/91f63jmljx45mq1QpxrbxM54BvO99sjJjc37rW4GDD+7v+TYIHwBjz+RI94uOzRdo9j9L\nMDZn6Z6ZmlPztTFvNp5MZIEIMD7nhzxEdv/YfIH584s1a5q9uRKMzVl6fsbYfIFmP6MEY3PesKH5\nI8HYnOfNj4H584tNm+RlxuY8b5pMNH+cDz9cdv/YfIH5a3sLC/M3HtE6J4GDDcIHwG/8RjNjPC94\n/OOBV796bBYynHdecxDRvIAI+L3fG1/EJXja05r9efOEV76yWUGfFxx6KHDxxWOzkOHHf1z3gJwh\n8NrXNgdUzQtOOEF/73/fOPvscVeJavBf/6veYXZD4JRTgJ/7ubFZyPCiF+kdDDcUfvu3dQ/U6htP\neYrsoNhZwAUX6B6W2zfWrwcuuWRsFjI885nyib6x8Z//8/zFFxKQk+TQGlgQkTNbGgwGg8FgMBgM\nBsPqBBHBOSc4QjeOOZunNhgMBoPBYDAYDAaDYX5hg3CDwWAwGAwGg8FgMBgGgg3CDQaDwWAwGAwG\ng8FgGAg2CDcYDAaDwWAwGAwGg2Eg2CDcYDAYDAaDwWAwGAyGgWCDcIPBYDAYDAaDwWAwGAaCDcIN\nBoPBYDAYDAaDwWAYCDYINxgMBoPBYDAYDAaDYSDYINxgMBgMBoPBYDAYDIaBYINwg8FgMBgMBoPB\nYDAYBoINwg0Gg8FgMBgMBoPBYBgINgg3GAwGg8FgMBgMBoNhINgg3GAwGAwGg8FgMBgMhoEw2iCc\niA4joiuJ6Doi+iQRbWbuO4uIriWi64nojSXliegiIrqBiK4hojOC66cR0demz7o0uL6WiC6flvkc\nEW0NPruEiP6NiL4RljEYDAaDwWAwGAwGg0GKMVfC3wTg0865kwF8FsBF7RuIaALgDwGcCeBUAOcT\n0aNT5YnoFAAvBfAYAM8F8C4iommZdwN4tXPuJAAnEdGZ0+uvBnCHc+5RAC4F8DvTZz0dwDOcc48F\n8FgApxPRjynawGCYOezYsWNsCgaDCsyXDasB5seG1QLzZYNhH8YchL8AwGXTf18G4NzIPacDuME5\nd5Nzbg+Ay6flUuXPAXC5c27JOXcjgBvQDJ6PArDROXfV9L73B2XCZ30IwE9M/+0ArCei9QAOArAI\n4Pa6r2swzAeskzSsFpgvG1YDzI8NqwXmywbDPow5CD/SOXc7ADjnvgvgyMg9xwK4Ofj/LdNrALCF\nKd8uc+v02rHT8rFn/bCMc24ZwN1EdLhz7vMAdgC4bfqcTzrnrhN/U4PBYDAYDAaDwWAwGNCs7PYG\nIvoUgC3hJTSry78eud11rK5r+RAEAET0SACPBnDM9NqniegTzrl/UqzLYDAYDAaDwWAwGAwHCHod\nhDvnnsN9RkS3E9EW59zt01Tx70VuuxXA1uD/x02vAcB3mfK3Ajg+Uoa7Hpb5DhEtANjknLuDiF4F\n4PPOuQemnD8O4OkAooPwfVvPDYb5xsUXXzw2BYNBBebLhtUA82PDaoH5ssHQoNdBeAZXAHgFgEsA\nXAjgI5F7rgJwIhGdgCYl/DwA52fKXwHgA0T0DjRp5icC+KJzzhHR3UR0+vS5LwfwzqDMhQC+AOAl\naA56A4D/APAzRPR2NKn7zwLwjtiXcc7ZCNxgMBgMBoPBYDAYDEmQc5pZ3IKKiQ4H8EE0K9A3AXip\nc+4uIjoawJ84554/ve8sAL+PZhD8Xufc21Plp59dhObE8z0AXu+cu3J6/ckA3gdgPYCPOedeP72+\nDsCfA3gSgB8AOM85d+P0dPZ3AfgxAHsBfNw592u9GsZgMBgMBoPBYDAYDKsWow3CDQaDwWAwGAwG\ng8FgONAw5unoqwZEdBYRXUtE1xPRG8fmYzCkQETvnZ7J8LXg2mFEdCURXUdEnySizcFnFxHRDUR0\nDRGdMQ5rg2F/ENFxRPRZIvoGEX2diH5xet182TA3IKJ1RPQFIvqXqR//5vS6+bFhLkFEEyL6ChFd\nMf2/+bJh7kBENxLRv061+YvTa6q+bIPwjpimrP8hgDMBnArgfCJ69LisDIYk/gyNv4Z4E4BPO+dO\nRnMmwkUAQESnAHgpgMcAeC6Ad5GdQGiYDSwB+BXn3KloDsx87VR7zZcNcwPn3C4AP+6cexKAJwJ4\n7vTsGvNjw7zi9QCuDv5vvmyYR+wFsM059yTn3OnTa6q+bIPw7jgdwA3OuZucc3sAXA7gBSNzMhhY\nOOf+PwB3ti6/AMBl039fBuDc6b/PAXC5c27JOXcjgBvQ+LzBMCqcc991zn11+u/7AFyD5q0X5suG\nuYJzbuf0n+vQHJjrYH5smEMQ0XEAzgbwnuCy+bJhHkFYOU5W9WUbhHfHsQBuDv5/y/SawTBPONI5\ndzvQDG4AHDm93vbvW2H+bZgxENHD0Kwifh7AFvNlwzxhmr77LwC+C+BTzrmrYH5smE+8A8CvoZlI\n8jBfNswjHIBPEdFVRPQz02uqvjzmK8oMBsPswk5sNMwFiOgQAB9C8yaM+4io7bvmy4aZhnNuL4An\nEdEmAH9PRKdipd+aHxtmGkT0PAC3O+e+SkTbEreaLxvmAT/qnLuNiB4K4Eoiug7Kumwr4d1xK4Ct\nwf+Pm14zGOYJtxPRFgAgoqMAfG96/VY0rwH0MP82zAyIaBHNAPzPnXMfmV42XzbMJZxz9wDYAeAs\nmB8b5g8/CuAcIvp3AH8F4CeI6M8BfNd82TBvcM7dNv37fwP4MJr0clVdtkF4d1wF4EQiOoGI1gI4\nD8AVI3MyGHKg6R+PKwC8YvrvCwF8JLh+HhGtJaKHAzgRwBeHImkwZPCnAK52zv1+cM182TA3IKKH\n+BN2ieggAM9Bc76B+bFhruCce7Nzbqtz7hFoYuHPOucuAPAPMF82zBGIaMM0yw5EdDCAMwB8Hcq6\nbOnoHeGcWyai1wG4Es2kxnudc9eMTMtgYEFEfwlgG4AjiOg/APwmgLcD+BsiehWAm9Cc8gjn3NVE\n9EE0J53uAfAa55ylkhlGBxH9KICXAfj6dD+tA/BmAJcA+KD5smFOcDSAy6ZvWpkA+Gvn3MeI6PMw\nPzasDrwd5suG+cIWNFuDHJqx8gecc1cS0Zeg6Mtk/m4wGAwGg8FgMBgMBsMwsHR0g8FgMBgMBoPB\nYDAYBoINwg0Gg8FgMBgMBoPBYBgINgg3GAwGg8FgMBgMBoNhINgg3GAwGAwGg8FgMBgMhoFgg3CD\nwWAwGAwGg8FgMBgGgg3CDQaDwWAwGAwGg8FgGAg2CDcYDAaDwQAi2kxEPz82D4PBYDAYVjtsEG4w\nGAwGgwEADgPwGkkBIrI4wmAwGAwGIazzNBgMBoPBAABvA/AIIvoKEX2RiK7wHxDRHxDRy6f//jYR\nvZ2IvgTgxUT0j9P/f4GIriWiH53ed8r02leI6KtE9MhxvpbBYDAYDLMFG4QbDAaDwWAAgDcB+JZz\n7jQAv5a59/vOuac45z44/f+Cc+5HAPwygO3Taz8H4NLp854C4JYeOBsMBoPBMHdYHJuAwWAwGAyG\nucNft/7/d9O/vwzghOm/PwfgLUR0HIC/d859cyhyBoPBYDDMMmwl3GAwGAwGQxtL2D9GWN/6/P7W\n/3dN/17GdILfOfdXAP5PAA8C+BgRbdOnaTAYDAbD/MEG4QaDwWAwGADgXgAbp//+DwCnENEaIjoU\nwE8KnkMAQEQPd8592zn3BwA+AuDxqmwNBoPBYJhTWDq6wWAwGAwGOOfuIKJ/IqKvAfg4gA8C+AaA\nfwfwlfDWdlHm/y8logsA7AFwG4Df1mdtMBgMBsP8gZxr950Gg8FgMBgMBoPBYDAY+oCloxsMBoPB\nYDAYDAaDwTAQbBBuMBgMBoPBYDAYDAbDQLBBuMFgMBgMBoPBYDAYDAPBBuEGg8FgMBgMBoPBYDAM\nBBuEGwwGg8FgMBgMBoPBMBBsEG4wGAwGg8FgMBgMBsNAsEG4wWAwGAwGg8FgMBgMA8EG4QaDwWAw\nGAwGg8FgMAwEG4QbDAaDwWAwGAwGg8EwEGwQbjAYDAaDwWAwGAwGw0CwQbjBYDAYDAaDwWAwGAwD\nwQbhBoPBYDAYDAaDwWAwDAQbhBsMBoPBYDAYDAaDwTAQbBBuMBgMBoPBYDAYDAbDQLBBuMFgMBgM\nBoPBYDAYDAPBBuEGg8FgMBgMBoPBYDAMBBuEGwwGg8FgMBgMBoPBMBBsEG4wGAwGg8FgMBgMBsNA\nsEG4wWAwGAwGg8FgMBgMA2FVDcKJ6CwiupaIrieiNzL3vJOIbiCirxLRE4Prm4nob4joGiL6BhH9\nyPT6fyOifyWifyGiTxDRUUN9H4PBYDAYDAaDwWAwrC6Qc25sDiogogmA6wH8JIDvALgKwHnOuWuD\ne54L4HXOuedNB9m/75x72vSz9wH4n865PyOiRQAbnHP3ENEhzrn7pvf8AoBTnHM/P+iXMxgMBoPB\nYDAYDAbDqsBqWgk/HcANzrmbnHN7AFwO4AWte14A4P0A4Jz7AoDNRLSFiDYB+D+cc382/WzJOXfP\n9N/3BeUPBrC35+9hMBgMBoPBYDAYDIZVisWxCSjiWAA3B/+/Bc3APHXPrdNrywC+T0R/BuAJAL4E\n4PXOuQcAgIh+C8DLAdwF4Md7YW8wGAwGg8FgMBgMhlWP1bQS3gWLAE4D8H87504DsBPAm/yHzrlf\nd85tBfABAL8wDkWDwWAwGAwGg8FgMMw7VtNK+K0Atgb/P256rX3P8cw9NzvnvjT994cAxA52+0sA\nHwOwvf0BEa2OzfUGg8FgMBgMBoPBYIjCOUddn7GaBuFXATiRiE4AcBuA8wCc37rnCgCvBfDXRPQ0\nAHc5524HACK6mYhOcs75w92unl4/0Tn3zWn5cwFcwxFYLYfcGQ5sbN++Hdu3bx+bhsHQGebLhtUA\n82PDaoH5smE1gKjz+BvAKhqEO+eWieh1AK5Ek2b/XufcNUT0s83H7v9xzn2MiM4mom8CuB/AK4NH\n/CKADxDRGgD/Hnz2diI6Cc2BbDcB+LmhvpPBYDAYDAaDwWAwGFYXVs0gHACcc58AcHLr2h+3/v86\npuy/Anhq5PqLNTkaDAaDwWAwGAwGg+HAhR3MZjAY9sO2bdvGpmAwqMB82bAaYH5sWC0wXzYY9oFs\nH7MOiMiZLQ0Gg8FgMBgMBoNhdYKIVA5ms5Vwg8FgMBgMBoPBYDAYBoINwg0Gg8FgMBgMBoPBYBgI\nNgg3GAwGg8FgMBgMBoNhINgg3GAwGAwGg8FgMBgMhoFgg3CDwWAwGAwGg8FgMBgGgg3CDQaDwWAw\nGAwGg8FgGAg2CDcYDAaDwWAwGAwGg2Eg2CDcYDAYDAaDwWAwGAyGgWCDcIPBYDAYDAaDwWAwGAaC\nDcINBoPBYDAYDAaDwWAYCDYINxgMBoPBYDAYDAaDYSDYINxgMBgMBoPBYDAYDIaBsDg2AYPBYPDY\ntQu4557mz/IysG5d8+egg4BNmwCisRkaDAaDwZDH8jJw333AAw8AO3c2/duGDcAhhwAHH9z0bdan\nGQwHLmwQbjAYBsXyMvBv/wZ8/vPANdcA3/xm8+emm4ClJWDz5mbAvbDQBC27dgH33w84Bxx3HHD8\n8cCjHgU86UnAaacBj30ssH792N/KYDAYDAci7r8f+MpXgKuuAr7+deDGG5s/t97a9E0bNjQTyWvX\nNgPy++5r/qxfDzz84c2fRz6y6c9+5Eeaf9vg3GBY/SDn3NgcVgWIyJktDYY4rrsO+MhHgCuvBL74\nReCYY4CnPx143OOAE09s/pxwQhOscMHHPfcAt9zS/Ln22ibo+cpXmgH86acDZ54JnHUW8IQnABPb\naGMwGAyGHrC0BHzuc8DHPgZ84hNN//bYxwJPfSrwxCc2g+qHPayZMF63Lv4M54A772wG69/+NnDD\nDcCXvwx84QvNoP6ZzwSe/3zgec9r+kuDwTA7ICI45zpPldkgXAk2CDcY9sd11wHvex/wd3/XzPqf\ncw5w9tnAM54BHHGEXj333w/s2AF88pPNn/vvB84/H7jgAuDxj9erx2AwGAwHJvbuBf7X/wIuuwz4\n8IebSeOzz27+PPWpzSq3Fm67DfjHf8T/z96dx2k97n8cf11tokNBdWWXAAAgAElEQVQ4x1qyHEsq\nbUgRlUTlaLEVsqWEUnblIEQKadGitKOytBIl2rXvabcrIhwhaZm5fn98Zn7NcVqm5p65vvf3fj8f\nj3nU3HNP845p7u/ne13X58P48Vbkn3SSvaY1aQLHHpu4ryMiB0ZFeMSoCBexrXZvvQX9+8PatXDT\nTXDttXD22Xm3vW7lSnj1VXj9dTjiCLjjDstRpEjefH0REYmH77+Hvn3thnKRInDzzdC4sR2Nygs7\nd8LMmTB0KIweDRdeCM2a2Sq5dnyJhKEiPGJUhEsq++UX6N0bevSwc23Nm9tFQsGC4TKlp9sK+Usv\n2UVMs2bQqhUUKxYuk4iIRN/q1fDii3ZTuVEjuP1260MS8qz277/D229Dr152POvBB211XD1RRPJW\noopw3UcTkQP288/Qrp01klmzBj76yM7JNWwYtgAHWyW4+GJbPZg92y5gzjoL7rkHfvghbDYREYme\nNWvgmmugWjW7Ybt2Lbz8st1cDt0s7W9/g1tusb4qffvaUa9TToFu3ayBqYgkFxXhIrLftm2DLl2g\nZEkrxBcutLNypUuHTrZ7p55qK+IrV9oK+ZlnwmOPwebNoZOJiEhoGzbYanfVqnDOOdYsrX17OOqo\n0Mn+l3NQvbrd8H7/ffjwQ3tNGzbMXt9EJDmoCBeRbPMeRo60F/xp0+ytb19rHJMMjj3WtswvXAjf\nfGN/j9dft7+XiIiklu3boWNHa+J5+OG2Ev7wwzapIxmUKwfvvguDBkH37tYkbt680KlEJDt0JjxB\ndCZc4u7rr6FlS/j8czuTVr166EQ5N2cO3HWXzSXv1Su6K/kiIpJYU6faz/9//tNuzp58cuhEOeO9\nrYY/8ABceaXdXChaNHQqkfjRmXARyRNpaXaHvWJFqFwZFi+ORwEO9veZP986uFevDk89BTt2hE4l\nIiK5ZfNmaNrUpmZ07AjjxiV/AQ62Tf2GG+zY1c6dttNr1KjQqURkT7QSniBaCZc4+vpru1DxHl55\nBU4/PXSi3LN+Pdx2m51xHzrULmBERCQ+pk615ma1a8MLL1izs7j6+GMbqVa1qq30H3ZY6EQi8aCV\ncBHJVSNGWIOaOnVg8uR4F+Bgc18nTLBC/MIL7aJF99VERJLfn3/C/ffbSnHv3tbxPM4FOMAFF8CS\nJVCokJ0dnzEjdCIRyUor4QmilXCJiz/+sHNys2fb+bKzzw6dKO999pnNhj3xRBg4UOfqRESS1Zdf\nwtVXQ4kS0K8f/OMfoRPlvXfese7vd98NbdvaCE8ROTBaCReRhPvsM6hSxc6TLVqUmgU4WKOemTOt\nm/rZZ9s5eBERSS7jx8N559kK+MiRqVmAA1xxBSxYYJ3UGzSA//wndCIRUREuIoDNHD3/fGjeHF59\nFYoUCZ0orMKFrWP600/DpZfCa6+FTiQiItmRng6PPw4tWlhzsnvvtcZlqaxYMTsTf8opdtRsyZLQ\niURSm7ajJ4i2o0uy8h46d4aXXoI337RzZPLfVqywlYTGja0o11Y+EZFo2rLFGop+/72tfh9zTOhE\n0TNihG1N798f6tcPnUYkuSRqO7qK8ARRES7JaMcOuPNOWLjQzowVLx46UXRt2gRXXQV//7vtFIh7\nUx8RkWTz7bdQrx6ULm3nvw86KHSi6Jo/37am33efvaX6TgGR7NKZcBHJkc2boW5d2LgRpk9XAb4v\nRx0FH34IRxwBF11k/91ERCQali61899XXQWDB6sA35dzz7UGrEOH2rb9HTtCJxJJLSrCRVLQhg22\n7bxkSRgzBg49NHSi5FCoEAwYYKsHF1wAn34aOpGIiEybBrVqwYsvQrt2WtXNrhIlrAnp+vXQsKFN\nRxGRvKEiXCTFfPqpzcFu0sRmYRcoEDpRcnHOGv489JCtiC9aFDqRiEjqGjMGrrnGzjlfc03oNMnn\n0ENh7Fjb5XXZZfDLL6ETiaQGFeEiKWTZMqhWzeaEtm2r1YKcaNECevaE2rWt46yIiOStgQOtr8n7\n78PFF4dOk7wKFoQhQ6BiRbtG0HErkdynxmwJosZsEnVz5lgX1B49oFGj0GniY8oU++85bBhcckno\nNCIiqaFnT3j+eZg0CU4/PXSaePAennnGCvLJk+GEE0InEokedUePGBXhEmVz5ljH2MGDrRmbJNaM\nGdYMaMgQqFMndBoRkXjr3h26dbOboCedFDpN/HTpAn36WCFeokToNCLRou7oIpItmQX4kCEqwHPL\nhRfambqbb4Zx40KnERGJrxdftB1dU6eqAM8t998PLVtC9erw1Veh04jEk1bCE0Qr4RJFWQtwrdDm\nvvnz4fLLteNARCQ3ZK7QTpmirdJ5IXPHwdSpcOKJodOIRIO2o0eMinCJmoULrfBWAZ63Zs+2Gx9v\nvgk1aoROIyISDy+/DJ072/Gf4sVDp0kd3bvb+fvp0+G440KnEQlP29FFZI9WrrQV2X79VIDntSpV\n4K234NprrSAXEZGcee01axj24YcqwPNamzZwyy1w6aXw00+h04jEh1bCE0Qr4RIVX3xh86s7doQb\nbwydJnW9/76dEZ84ESpUCJ1GRCQ5jR4Nd90FH30EpUqFTpOavIeHH7Zt6R99ZLPFRVKVtqNHjIpw\niYLvvrMmYffcA61ahU4jI0dC69a2ffKUU0KnERFJLpkjICdMsBnWEo73djNk1Sr7/1G4cOhEImFo\nO/puOOdqO+dWO+fWOuce3sNzejjn1jnnljjnymd5vKhz7i3n3Crn3Arn3HkZjz+X8dgS59xI59xh\nefX3Edkfv/5qW89vvlkFeFRcdRU8+ihcdhn88EPoNCIiyWP5civA33hDBXgUOAe9esExx9guu/T0\n0IlEkltsinDnXD6gJ3AZUBq4zjlX8i/PqQP803t/GtACeDnLh7sD73nvzwTKAasyHv8AKO29Lw+s\nA9rl6l9E5ABs324FX5UqVvRJdNx5J1x3nXVL//330GlERKJv/Xrra9KtmxpcRkm+fNbsddMmuO8+\nWx0XkQMTmyIcqASs895/5b3fAYwA6v/lOfWBoQDe+7lAUefcMRmr2xd67wdlfGyn9/7XjN9/6L3P\nvN83B1BLEIkU76F5czj4YHjpJbtbLdHy5JN2Lvyqq2DHjtBpRESia/NmK8BbtoTrrw+dRv6qcGEY\nM8aa5L34Yug0IskrTkV4MeCbLO+vz3hsb8/ZkPHYycCPzrlBzrlFzrl+zrmDd/M1mgLvJzCzSI49\n/jisXg3Dh0OBAqHTyO44Z7NtCxSAu+/W6oGIyO5k7uqqWhUeeih0GtmTww+35qPdu8OIEaHTiCSn\nOBXhOVEAqAj08t5XBP4A2mZ9gnPu38AO7/2wAPlEdmvIEBg2DN55B4oUCZ1G9qZAAbtR8vHH0KNH\n6DQiItHiPTRrZq9lPXpoV1fUnXACvPuu3VieNy90GpHkE6d1sw1AiSzvF8947K/POWEPz/nGe78g\n4/dvA//f2M05dwtQF7h4bwGeeOKJ//999erVqV69enazi+y3WbPgwQdh2jQ4+ujQaSQ7DjvMbpic\nfz6cdpqdExcRETu2s2aNdUTPnz90GsmOsmVhwAC48kqYM0cz3CWepk6dytSpUxP+58ZmRJlzLj+w\nBqgJfAfMA67z3q/K8py6QEvv/eXOucpAN+995YyPTQOae+/XOufaA4d47x92ztUGugAXee9/2svX\n14gyyTNffw2VK9uLX506odPI/po1C+rXt4vNMmVCpxERCWvkSLj3Xpg/37pvS3Lp3BnefBOmT9eu\nPIk/zQnfjYyCuTu2zX6A976Tc64F4L33/TKe0xOoDWwBbvXeL8p4vBzQHygIfJ7xsc3OuXVAISCz\nAJ/jvb9rN19bRbjkid9/t/NyN94I998fOo0cqNdft072c+dqJ4OIpK5ly6BmTZs9ffbZodPIgfAe\nbrkF/vjDRsrl02FXiTEV4RGjIlzyQno6XHONbWseOFBn5pLdY4/BRx/B5MnWcVZEJJX8+COcey50\n7GijHCV5bdsGF18Ml1xiRwtE4kpFeMSoCJe80L69jQWZPBkOOih0Gsmp9HRo1AgOPdSOFuimioik\nih074NJL4bzzoFOn0GkkEX74ASpVsv+fjRuHTiOSO1SER4yKcMltb71ljdjmztWZuTj5/Xe7CG3T\nBm6/PXQaEZG80aoVfPkljB2rRmxxknm84KOPrHGbSNyoCI8YFeGSm1atgosugg8+gAoVQqeRRFuz\nxs75jx9vqwgiInH2yivw4ovWUbto0dBpJNGGDYPHH4cFC2ymuEicqAiPGBXhklt+/90Ks/vvh9tu\nC51Gcsvo0XDPPXbRctRRodOIiOSOBQtsPOPMmXD66aHTSG65+26b5DJ6tBq1SbyoCI8YFeGSG7yH\n66+HQw6xM8MSb+3awbx5MHEiFCgQOo2ISGL9/LN1QO/SxWZLS3xt3w7Vqtk4zrZtQ6cRSRwV4RGj\nIlxyw0svWRf0WbPg4INDp5HclpYGtWvbRaoaFYlInKSnW0F26qnQtWvoNJIX1q+37vevvWbnxEXi\nQEV4xKgIl0SbPdsuWGbPhn/+M3QaySubNsE559hFqlaKRCQuOneGMWNg2jQoVCh0GskrH30ETZrA\n/PlQvHjoNCI5pyI8YlSESyJt2mSroT17Qr16odNIXps/Hy6/3Drhn3xy6DQiIjkzfTpce639bDvh\nhNBpJK89+yyMG6cbMBIPKsIjRkW4JEp6+q4tyc8+GzqNhNK1K4wYATNm6KJFRJLXxo32ejZggL22\nSepJT4cGDawR3wsvhE4jkjMqwiNGRbgkSqdONqpqyhQ150pl3tsuiJIl4fnnQ6cREdl/aWlQqxZc\ncAF06BA6jYT0009Qvjz06wd16oROI3LgVIRHjIpwSYQ5c+wc+Pz5UKJE6DQS2o8/2lx4XbSISDLq\n0MFuKE+aBPnzh04joU2bBo0bw6JFcNxxodOIHBgV4RGjIlxyavNmK7heeEENuWSXzIuWhQvh+OND\npxERyZ5Zs6BhQyu4ihULnUaion17+96YOFHzwyU5qQiPGBXhkhOZ88APPxz69AmdRqLmySetGNdq\nkogkg82bbetxt262u0sk086dcPHFULeu5odLclIRHjEqwiUnBg+2FfD58zUPXP5XWprNWK1ZEx57\nLHQaEZE9y7ypfMQR0Lt36DQSRd98Y6M4x46FypVDpxHZPyrCI0ZFuByoNWugalU7N1emTOg0ElUb\nNliH4VGj4PzzQ6cREdm9oUNtJvj8+XDIIaHTSFSNHQv33mvHFQ4/PHQakexTER4xKsLlQGzbBlWq\nwO23wx13hE4jUTdmDNx/PyxZAoceGjqNiMh/+/RTe0376CMoWzZ0Gom6Vq2sa/rw4aGTiGSfivCI\nUREuB+Khh2DtWhg9GlyO/zlLKrjtNvte6d8/dBIRkV22b7ddXU2aQOvWodNIMti6FSpWhMcfh+uu\nC51GJHtUhEeMinDZX9OnQ6NGsGwZHHVU6DSSLH77zRoedekCDRqETiMiYv79b9ul8+67uqks2bdw\noY3gXLQIihcPnUZk31SER4yKcNkfv/4K5cpBjx5wxRWh00iymTXLxtgtWQLHHhs6jYikutmzbRzZ\n0qVwzDGh00iyefppmwCisWWSDFSER4yKcNkf2lIsOfXoo7B4sVadRCSsLVtsd06nTnDVVaHTSDLa\nuRMuvNC66t99d+g0InunIjxiVIRLdmV2BF26VM215MDt2GENkJo1U1M/EQmnVSubC/7qq6GTSDLL\nbOo3fTqceWboNCJ7piI8YlSES3b88INtQ3/zTbvrK5ITq1fb99HHH8Ppp4dOIyKpZtIkaNoUli/X\nmCnJub59oV8/O95QqFDoNCK7pyI8YlSEy754b2fmzjjDZqiKJELPnjBsGMyYAfnzh04jIqniP/+x\nMWQDB0KtWqHTSBx4D//6F1SoYOfERaJIRXjEqAiXfRk8GLp2hXnz4KCDQqeRuEhPh5o14fLL4YEH\nQqcRkVRx441w2GHQq1foJBInGzfajsF334Vzzw2dRuR/qQiPGBXhsjfr19sszEmT7MVFJJE+/xwq\nVYKZM6FkydBpRCTuRo6Etm1tQkORIqHTSNwMHw7PPGPjy7RoIVGjIjxiVITLnmRur6pUCdq3D51G\n4qp3b2uMNHOmtqWLSO7ZtAnOOgtGjYLzzw+dRuLIexvDWaqUFeMiUaIiPGJUhMueDBmyaxu6Go1I\nbklPh0sugTp14MEHQ6cRkbi6/no47jjo0iV0EomzzG3p48fDOeeETiOyi4rwiFERLrvz7bc2P3Xi\nRGs0IpKbvvjCztDNmKERLyKSeOPGwX33wbJlcMghodNI3L3+us2fX7BA29IlOlSER4yKcPkr76F+\nfSvCn3oqdBpJFX36WBPAjz+GAgVCpxGRuPjlFyhTxgqjatVCp5FU4D00aGBd+Dt0CJ1GxKgIjxgV\n4fJXr79uo8gWLNA2dMk76ek2LujSS+Hhh0OnEZG4aNYMCha0G30ieeW772xb+vvvw9lnh04joiI8\nclSES1aZZ5nee08vGpL3vvzSztDNmgWnnx46jYgku0mTrAhfvtzGkonkpddes0WNhQu1qCHhJaoI\nz5eIMCKyi/dw1112waICXEI46SR47DG4/XZbGRcROVC//24/S/r2VQEuYdxwg72uPfts6CQiiaOV\n8ATRSrhkGjkSHn3U5qeqkYiEkpZm44OaNYPmzUOnEZFk1bo1bN5skz5EQvnmG2twq8ajEpq2o0eM\ninABa1xTujS88QZUrRo6jaS65cvh4oth6VI4/vjQaUQk2cycCddeC598AkceGTqNpLpevWD4cJg+\nHfJpL68Eou3oIhHUti1ccYUKcImGs86CO+6Au+8OnUREks3WrXDbbdCzpwpwiYY777QjVn37hk4i\nknNaCU8QrYTLjBlw3XWwYgUULRo6jYj5808bk9exI1x5Zeg0IpIs2raFzz6Dt94KnURklxUroHp1\nO/JXrFjoNJKKtB09YlSEp7Zt26zQeeYZFToSPTNmQOPGdvFy+OGh04hI1C1eDJddZkdajjkmdBqR\n/9a+vR2zGj0aXI5LIZH9o+3oIhHSsSOULKkCXKLpwguhXj3NDReRfUtLs27onTqpAJdoeuQRWLMG\nRo0KnUTkwGklPEG0Ep66Vq6EatW0NUqibfNmaxr4+uv2/SoisjsvvQRvvw1Tp2qVUaJr5kxo1Eg7\nvCTvaTt6xKgIT03p6bbKeMMNNhtcJMrGjoUHH4Rly6Bw4dBpRCRq1q+3o1UzZ9ruLpEoU6M2CUHb\n0UUiIPMH/x13hM0hkh3160O5ctChQ+gkIhJFrVtDy5YqwCU5dOoE48fbyDKRZKOV8ATRSnjq2bDB\nVgymTYNSpUKnEcmejRttdNmUKVCmTOg0IhIVY8fCQw9ZwyvtlJFkMXq0dfLX963kFW1HjxgV4ann\nyiutmHnyydBJRPZPnz4wbJjdQMqn/VAiKe+336xnxJAhUKNG6DQi++fKK+2m8lNPhU4iqUDb0XfD\nOVfbObfaObfWObfbPsDOuR7OuXXOuSXOufJZHi/qnHvLObfKObfCOXdexuNXO+c+cc6lOecq5tXf\nRaJt3DhrBtKuXegkIvvv9tth+3YYPDh0EhGJgscfh4svVgEuyalHD+jdG9auDZ1EJPtisxLunMsH\nrAVqAt8C84HG3vvVWZ5TB2jlvb88o8ju7r2vnPGxwcA07/0g51wB4BDv/a/OuTOAdKAv8ID3ftEe\nvr5WwlPEli22YjBwoF20iCSjxYuhdm27mfSPf4ROIyKhLFwIdevqZ4Ekt65d7Xz4pEnq6i+5K3Yr\n4c65itl4O2svf0QlYJ33/ivv/Q5gBFD/L8+pDwwF8N7PBYo6545xzh0GXOi9H5TxsZ3e+18zfr/G\ne78O0D9pAeDpp+GCC1SAS3KrUAGuu87OgIpIatq503bGPPecCnBJbnffDT/+CCNGhE4ikj0FQgfI\nYhq2er23Yvdk4KQ9fKwY8E2W99djhfnenrMh47E04Efn3CCgHLAAaOO935rd8JIaVq6E/v1h+fLQ\nSURy7qmnrKng9Olw0UWh04hIXuvVCw47DG66KXQSkZwpUABeftnOh9epo9nhEn2RWQkH5nvvL/be\n19jTG/B5Ln3tAkBFoJf3viLwB9A2l76WJCnvbRZ4+/Zw7LGh04jk3GGHQbduNmt1+/bQaUQkL61f\nb+MKX35Z23clHipXhiuugEcfDZ1EZN8isxLuvd/n5t59PGcDUCLL+8UzHvvrc07Yw3O+8d4vyPj9\n28BuG7vtzRNPPPH/v69evTrVq1ff3z9CIuy116yD7J13hk4ikjhXXWX9Dbp2hYf3+6eeiCSrBx6w\n17MzzgidRCRxnn3Wdnjdcgucc07oNBIHU6dOZerUqQn/cyPZmM05Vxbbdv7/Nwm896P28Tn5gTVY\nY7bvgHnAdd77VVmeUxdomdGYrTLQLUtjtmlAc+/9Wudce6wx28NZPncK1pht4R6+vhqzxdh//mM/\n1MeNg3PPDZ1GJLE+/xwqVYIFC+Ckk0KnEZHcNmUK3HqrHbE65JDQaUQSa+hQ65g+dy7kzx86jcRN\nbOeEO+cGAmWBFVhXcgDvvW+ajc+tDXTHttkP8N53cs61yPj8fhnP6QnUBrYAt2Z2O3fOlQP6AwWx\nbe+3eu83O+caAC8B/wB+AZZ47+vs5murCI+xu+6yX3v3DptDJLd07AizZsE772hrqkic7dgB5ctb\nk9GGDUOnEUk8723c3tVXQ6tWodNI3MS5CF/pvS8VOsf+UhEeX/PnQ716tmJwxBGh04jkju3b7cL8\nmWd0YS4SZ127woQJ9qYbbhJXK1dCtWqwbBkcd1zoNBIncS7CBwBdvPcrQ2fZHyrC4yktDc47D9q0\ngRtvDJ1GJHdNmwZNmsCqVfC3v4VOIyKJtnEjlCkDH3+ss+ASf488Al98AcOHh04icRLnIrwaMA7Y\nCGzDRpZ5733ZoMH2QUV4PPXsCW+/befntGIgqeCmm2zVoHPn0ElEJNH071tSyR9/QOnS0K8f1KoV\nOo3ERZyL8E+B+4Dl7DoTjvf+q2ChskFFePxs3AhnnWWrg6WS7oCEyIHJ/L6fPh3OPDN0GhFJlJkz\noXFjWL1aO10kdbz7Ltx/PyxfDoUKhU4jcRDnIny2975K6Bz7S0V4/NxwA5xwAnTqFDqJSN7q3t0a\ntE2apB0gInGQlgZnnw1t21ohLpJKrrgCqlbVGE5JjDgX4b2Bw4F3sO3owL5HlIWmIjxeJk+Gpk1h\nxQooUiR0GpG8tXMnVKwIjz0G11wTOo2I5FTv3vDmmzpaJanps8+sv8+SJVC8eOg0kuziXIQP2s3D\n2RpRFpKK8PjYvh3KloXnnrOu6CKpaMYMuP56NWkTSXabNtm52MmTrSmbSCp6/HFYswbeeCN0Ekl2\nsS3Ck5WK8Ph47jk7D/vuu6GTiIR1441QrJiOZIgks+bN7UZa166hk4iEk9mkrX9/qFkzdBpJZrEr\nwp1zt3vv++X0OaGoCI+HDRugXDmYMwdOPTV0GpGwvvvOmrTNnAklS4ZOIyL7a948qF/fmrEVLRo6\njUhYY8bY2LIlS9SkTQ5cHIvwz4EH9vYU4Cnvfek8irRfVITHw/XXwymnwNNPh04iEg3dusH48fDB\nBzpLKpJM0tOhcmVo2RJuvjl0GpHwvIe6dW0l/IG9VRwiexHHInx3Z8H/arP3/p5cD3MAVIQnv2nT\nbIbqypVqxiaSaedOqFDBztOpSZtI8ujfHwYOtJ0s+fKFTiMSDevWQZUqsGwZHH986DSSjGJXhCc7\nFeHJLbMb9OOPw9VXh04jEi3Tp0OTJnaDSk3aRKLv55/hzDNhwgS7iSYiuzzyCHz1Fbz+eugkkoxU\nhEeMivDk9tJLMHas5iKL7EmTJnDCCfDss6GTiMi+tGpl29F79w6dRCR6tmyxm1SvvgrVqoVOI8lG\nRXjEqAhPXj/8YB0zp02DUqVCpxGJpswmbR9/DGecETqNiOzJkiVw2WU2XvDII0OnEYmmt9+GJ5+E\nRYugYMHQaSSZJKoI1ykhSXnt2lnTGhXgInt23HHw73/D3XdbcxsRiR7vbRW8QwcV4CJ7c9VVcOyx\n0KtX6CSSqiJXhDvn0pxznZzbtSnYObcoZCaJr7lz7czc44+HTiISfa1a2Yr4yJGhk4jI7rz2Gmzb\nBrfdFjqJSLQ5Z0cRn3kGNm4MnUZSUeSKcGAFlusD51zmfVyd0pWES0uz0S2dOsFhh4VOIxJ9BQva\nqsF999mZOhGJjl9/hYcfhp49IX/+0GlEoq9kSWjaFB56KHQSSUVRLMJ3eu8fAvoDM5xzZwPa/CgJ\nN3AgFC5sDadEJHsuugguvBA6dgydRESyevJJqFMHzjsvdBKR5PHoozB5so3yE8lLkWvM5pxb7L2v\nkPH7MsAwoIT3/vCwyfZOjdmSS+b4lokToXz50GlEksu330LZsjB7Npx2Wug0IrJiBVSvbr8efXTo\nNCLJZcQI2xW5YAEUKBA6jURdnBuzNcv8jff+E+BCoHXmY865WiFCSbxkzgNXAS6y/44/3ra9tmmj\nJm0ioXlvDRPbt1cBLnIgGjWyRoYvvxw6iaSSyK2E74tzbpH3vmLoHH+llfDkofEtIjm3fTuUKwfP\nPQdXXBE6jUjqevNNay61cKFW8UQOlHaTSHal7JzwrNvVo0RFeHLw3s6z3nwzNG8eOo1Icps0Ce64\nwy5aChcOnUYk9fz+ux2tGjbMXttE5MDdfz/88gsMGBA6iURZnLej74sqXTlgr79u41uaNg2dRCT5\n1aoFFSrYariI5L1nnoFq1VSAiyRC+/bw/vswb17oJJIKknElXNvR5YD8+qutGIwape6xIony1VdQ\nsaJthT3ppNBpRFLH2rVw/vmwfDkcd1zoNCLxMHSozQ+fOxfyJeNSpeS6VF4J/zJ0AElOTz0FtWur\nABdJpBNPhHvvtdnhIpI3vIfWraFdOxXgIonUpAkUKmRjbAbBPU0AACAASURBVEVyUyRXwjNGk5UC\n/v+Uofd+aLhE+6aV8GhbudK27Knhhkji/fknlC4NvXtb00MRyV1jxsAjj8DSpVCwYOg0IvGyeDHU\nqWMNfI84InQaiZrYNmZzzrUHqmNF+HtAHWCm9/7qkLn2RUV4dHlvZ1fr1bOVAxFJvHfftaY2y5fb\nKoKI5I6tW6FUKejfH2rWDJ1GJJ7uvNOmDbz0UugkEjVx3o5+NVAT2Oi9vxUoBxQNG0mS2ahR8P33\ncNddoZOIxNe//gWnnQbduoVOIhJvnTvDueeqABfJTU8/beP/li4NnUTiKoor4fO895WccwuBGsBv\nwCrvfcnA0fZKK+HR9Mcf1oxt6FDbji4iuefTT6FyZbtoKVYsdBqR+Pn8cyvAFy+GEiVCpxGJt759\nbarOtGngcrzuKXER55XwBc65w4FXgIXAImB22EiSrDp1su6xKsBFct+pp9oWvgcfDJ1EJJ7uvdeO\nfagAF8l9zZrBli0wfHjoJBJHkVsJz8o5dxJwmPd+WeAo+6SV8Oj5/HOoVAmWLIHixUOnEUkN2n0i\nkjveew/atIFPPoGDDgqdRiQ1zJoF11wDq1fDoYeGTiNRENvGbADOubLASUCBzMe896OCBcoGFeHR\nU7++bY1t1y50EpHUMnIkPPEELFqkzs0iibBtG5QpAz16WNdmEck7t9xik3Weey50EomC2BbhzrmB\nQFlgBZCe8bD33jcNl2rfVIRHy4QJcPfdWjEQCcF7uPRSa9bWpk3oNCLJ79lnYc4cGDs2dBKR1LNx\nI5x1FsyYASUj3aFK8kKci/CV3vtSoXPsLxXh0bFtm/2w7NoVLr88dBqR1LRqFVx0kd0IO+aY0GlE\nktfXX0PFijBvHpxySug0Iqmpa1d4/32YOFFN2lJdnBuzzXbOJV0RLtHRrRuccYYKcJGQzjzTtvC1\nbRs6iUhye+ABaNVKBbhISK1awYYNMGZM6CQSF1FcCa8GjAM2AtsAh21HLxs02D5oJTwaNmyAcuVs\n296pp4ZOI5Lafv3VivG334YqVUKnEUk+H31kHZpXroSDDw6dRiS1TZ4MTZvav8dDDgmdRkKJ83b0\nT4H7gOXsOhOO9/6rYKGyQUV4NNxwA5x0EjzzTOgkIgI2Y/XFF20rbf78odOIJI8dO+ymcseO0KBB\n6DQiAtCokd1cfuKJ0EkklDgX4bO990m3ZqIiPLzp06FJEzuLWqRI6DQiAtakrVo1u0HWokXoNCLJ\no0sXmDTJzqHqDKpINHzzDVSooB4NqSzORXhv4HDgHWw7OqARZbJ3O3fC2WfDI4/YXUoRiY5ly6BW\nLdvC9/e/h04jEn3ffWcNRmfNgtNPD51GRLLq2NGKcJ0PT01xLsIH7eZhjSiTverVy86dTp6sFQOR\nKGrd2rbX9ukTOolI9N14IxQvbqPJRCRatm2DMmXgpZegdu3QaSSvxbYIT1YqwsP58UcoVcoK8DJl\nQqcRkd355Rebrzp+vO1aEZHdmzEDrr/ejlb97W+h04jI7owfD/feC8uXw0EHhU4jeSm2Rbhzrsdu\nHt4MLPDej83rPNmlIjycFi2gcGHo3j10EhHZm4ED4ZVX4OOPIV8UB2SKBKajVSLJ44oroGpVePjh\n0EkkL8V5TnhhoDywLuOtLFAcuM051y1kMImehQth7Fh48snQSURkX265BdLTYejQ0ElEounll61v\nwrXXhk4iIvvSrRs8/zysXx86iSSjKK6EzwEu8N6nZbxfAJgBVAWWe+9Lhcy3J1oJz3vp6XDBBTZD\n9bbbQqcRkeyYPx/q1bOttocfHjqNSHT88AOULg1Tp9qvIhJ9jz0Gn34Kw4eHTiJ5Jc4r4UcAWU9B\nFQGOzCjKt+3+UyQVvfoqpKXBrbeGTiIi2XXuubaFTzNWRf7bI49YQzYV4CLJo107m2IwbVroJJJs\noliEPwcscc4Ncs4NBhYDzzvnigAf7u0TnXO1nXOrnXNrnXO7PaHhnOvhnFvnnFvinCuf5fGizrm3\nnHOrnHMrnHPnZTx+hHPuA+fcGufcROdc0YT9TeWAbd5sP/h69tTZUpFk07EjDBtmDW1EBObOhffe\ng/btQycRkf1xyCHQpQu0amU9HUSyK3Lb0QGcc8cBlTLene+9/zYbn5MPWAvUBL4F5gONvferszyn\nDtDKe395RpHd3XtfOeNjg4Fp3vtBGVvgD/He/+qc6wz85L1/LqOwP8J733Y3X1/b0fPQ/fdbt+UB\nA0InEZED0acPvPEGTJmisYKS2tLS4LzzoE0bWwkXkeTiPdSqZUetWrcOnUZyW+y6ozvnSnrvVzvn\nKu7u4977Rfv4/MpAe+99nYz329qn+c5ZnvMyMMV7/0bG+6uA6sBWYLH3/p+7+XNXA9W89987544F\npnrvS+7meSrC88jKlVCtGqxYAUcfHTqNiByItDQ45xzrKtu4ceg0IuG88goMGWKjyXRDSiQ56do0\ndSSqCC+QiDAJch9wO9BlNx/zwMX7+PxiwDdZ3l/PrtX0PT1nQ8ZjacCPzrlBQDlgAdDGe78VONp7\n/z2A936jc07/tALy3u4yPvqofsiJJLP8+e04SaNG8K9/aR6ypKaffrLXs4kTVYCLJLNSpeCmm+yo\npHZpSnZE5jSt9/72jF9r7OZtXwV4ThUAKgK9vPcVgT+AzC3nf31Z1HJ3QKNGwfffQ8uWoZOISE5d\ncAHUrAlPPx06iUgYmfPAy5ff93NFJNrat4f337ceDyL7EqWVcACcc9cAE7z3vznnHsWK4w7e+8X7\n+NQNQIks7xfPeOyvzzlhD8/5xnu/IOP3bwOZjd02OueOybId/Yc9BXgiS7vf6tWrU7169X1Elv3x\nxx92FnzwYCgQue9cETkQnTvDWWfZlIMzzgidRiTvzJ8P48bZuD4RSX6HHWavaa1aWSGuxsHxMHXq\nVKZOnZrwPzcyZ8IzOeeWee/LOueqAk8DzwOPe+/P28fn5QfWYI3ZvgPmAdd571dleU5doGVGY7bK\nQLcsjdmmAc2992udc+2xxmwPZzRm+9l731mN2cJ6/HFYs8aaOYlIfHTtaqsH2pIrqSItDSpXtov1\nm28OnUZEEsV7qFrVbiw3axY6jeSG2DVmy+ScW+y9r+CcexZY7r0flvlYNj63NtAd22Y/wHvfyTnX\nAmvQ1i/jOT2B2sAW4NbMhm/OuXJAf6Ag8HnGxzY7544E3sRW0L8CrvXe/7Kbr60iPBd9+ql1j12y\nBE44Yd/PF5HksWMHVKgAHTpAw4ah04jkvn79YOhQmD5dq2UicbN4MdSubbtcjjwydBpJtDgX4e9i\nW8RrYVvRtwLzvPflggbbBxXhucd7qFsXatSAhx4KnUZEcsOUKbZysHKlzV0Viasff4TSpeGDD6Bc\npK9sRORA3XWX3WDr2TN0Ekm0OBfhh2Ar1cu99+syZoaf5b3/IHC0vVIRnntGjbLusUuWQKFCodOI\nSG5p3NjOhT/5ZOgkIrnn9tuhcGHo0SN0EhHJLT/9ZB3TdbMtfmJbhCcrFeG5Y8sWOPNM27anPnci\n8bZ+vXWJnjcPTjkldBqRxJs3D+rXt22qhx8eOo2I5Ka+feG11+zYifqdxEeiinCdRJJI69ABLrxQ\nBbhIKiheHB54AO69N3QSkcRLS7Pxmp07qwAXSQXNmtlkn2HDQieRKNJKeIJoJTzxVq2yAnz5cjju\nuNBpRCQvbNtmI8u6dbNeECJxoVUxkdQzezZcfTWsXg2HHho6jSSCtqNHjIrwxPIeata0bXtt2oRO\nIyJ5acIEuPtu+OQTOOig0GlEcu7HH+186KRJOh8qkmpuuQWOPhqeey50EkkEFeERoyI8sYYPty17\nCxZAgQKh04hIXmvQACpVgkceCZ1EJOeaN7eu/927h04iInlt40bb4TV9uvU5kuSmIjxiVIQnzq+/\n2g+pt9+GKlVCpxGREL74As49FxYtghIlQqcROXBz59pNJTVjE0ld3brBO+/Ahx/qOEqyU2M2ia32\n7aF2bRXgIqns5JNtS/oDD4ROInLgMpuxPfecCnCRVNaqFfz8s5q0yS5aCU8QrYQnxrJlcMklsGIF\nHHVU6DQiEtLWrVC6NLzyivWIEEk2ffrYRbeasYlI5q6YlSvhiCNCp5EDpe3oEaMiPOfS060b+k03\nQYsWodOISBSMHQvt2sHSpVCwYOg0ItmXeQ508mT7VUTkzjvthlzv3qGTyIHSdnSJnSFDYMcOm6so\nIgJQrx6ceCL06BE6icj+ue8+aNpUBbiI7NKxI4weDfPmhU4ioWklPEG0Ep4zP/9s41vefRfOOSd0\nGhGJknXrrEeEmrRJspg0CW6/3cbsFSkSOo2IRMlrr8GLL1ohrglAyUcr4RIr//43XHWVCnAR+V+n\nnQb33GONbXSvU6Luzz/hrrugZ08V4CLyv264wRo19uoVOomEpJXwBNFK+IGbPdsK8BUr1KhCRHZv\n2zYoX9628jVsGDqNyJ61b28r4CNHhk4iIlG1ejVUrWr9TooVC51G9ocas0WMivADs2MHVKwIjz4K\njRqFTiMiUTZ9uq0grFwJhx4aOo3I/1qzxi6sFy+G4sVDpxGRKHv0UVi7Ft58M3QS2R8qwiNGRfiB\n6dQJpk2D997T+BYR2bfbbrMCvFu30ElE/pv3cPHFNoKoTZvQaUQk6rZuhTJlbFt67dqh00h2qQiP\nGBXh+++zz+C882D+fDj55NBpRCQZ/PSTzQ5XE0eJmldftZtDc+eq2ZKIZM+ECdCypR1hOfjg0Gkk\nO1SER4yK8P3jPVx2GdSqBQ8+GDqNiCSToUOhe3cVOxIdP/9sN4fGjYNzzw2dRkSSyTXXQMmS0KFD\n6CSSHSrCI0ZF+P4ZNgw6d4YFC6BgwdBpRCSZeA81a9oM8XvuCZ1GxMaRHXQQvPRS6CQikmy+/RbK\nlYMpU2x7ukSbivCIURGefZkrBmPG2HZ0EZH9tWYNXHCBNcA64YTQaSSVzZplK1krV0LRoqHTiEgy\n6tsXBg2Cjz+G/PlDp5G90ZxwSVoPPWQjyVSAi8iBOuMMuPtuaN06dBJJZdu2QfPmdhZcBbiIHKjm\nzaFQIejdO3QSyStaCU8QrYRnz/TpcP31tmJw2GGh04hIMtu2DcqWtaMtDRqETiOp6IknYMkSGD1a\nEz5EJGcyZ4cvWgQlSoROI3ui7egRoyJ837Ztg/Ll4Zln4MorQ6cRkTiYOhVuvNE6y2olUvLSJ5/Y\nSLLFi6FYsdBpRCQOOnSAOXNsAohu7EWTtqNL0uncGU47DRo2DJ1EROKienWoU8eOuYjklbQ0aNYM\nnn5aBbiIJM7DD8NXX8Ebb4ROIrlNK+EJopXwvVu5Ei66SFtsRCTxNm+2jrJDh0KNGqHTSCro1s2a\ni06eDPm0nCEiCTRnji1YffIJ/P3vodPIX2k7esSoCN+ztDQ743LjjXDXXaHTiEgcvfMO3HsvLFsG\nhxwSOo3E2Rdf2Czw2bNtd5eISKK1bg2//WYd0yVaVIRHjIrwPevWzZrWTJmiFQMRyT3XXw/HHQdd\nuoROInHlPVx2GVxyiY5AiEju+e032+E1YID9vJHoUBEeMSrCd+/zz6FSJa0YiEju27QJzjoLxo7V\nCETJHUOGQI8eMHcuFCgQOo2IxNn48bYivny5dnhFiYrwiFER/r+8t7t3tWvDgw+GTiMiqWDECGuW\ntXAhHHRQ6DQSJ99/byPxJk60SR8iIrntuuugeHF4/vnQSSSTivCIURH+v155Bfr1s1VwrRiISF7w\nHurXhwoV4MknQ6eROLn2WvjnP+HZZ0MnEZFU8cMPdvNPO7yiQ0V4xKgI/28bNthKweTJtj1URCSv\nZP78+egju3gRyamxY21H19KlcPDBodOISCp54w144glYvBgKFw6dRlSER4yK8F0yV6IqVrQfGiIi\nea1/f+jbVztxJOd+/tlu5gwbZqM2RUTykvdwzTW2E6dz59BpREV4xKgI3+X116FTJzuTWahQ6DQi\nkorUk0IS5YYb4KijbNKHiEgImT0pxo6FypVDp0ltKsIjRkW42bDBzmJOnGi/ioiEkjmdYcYMOPPM\n0GkkGY0aBe3a2TZQdScWkZC0LT0aVIRHjIpwW3mqUwcuuAAeeyx0GhER6NMHBg2CWbO0LV32z6ZN\ntvI0ahRUqRI6jYikOm1LjwYV4RGjItw6ob/yil3sFiwYOo2IiF201K4NVavq5qBkny52RSSKMrul\njxmjbemhqAiPmFQvwj//3EYnTJsGpUqFTiMissv69dYocsIE+1VkX4YP3zVvXts+RSRK3nwT2reH\nRYs0rSEEFeERk8pFeHo61KgB9erB/feHTiMi8r9ee80aRi5YoKJK9u6772zE3Xvvwdlnh04jIvK/\nGjWC445Tw8gQVIRHTCoX4d26wciRMHUq5M8fOo2IyP/yHq6+Gk49VduLZc+8txvKFSrAU0+FTiMi\nsnuZoxMHDYJatUKnSS0qwiMmVYvw1avhwgthzhw7OyciElWbNkG5cvDWW9ZAUuSvXnkFeveGuXM1\nYlNEom3SJGjaFJYuhSOPDJ0mdagIj5hULMK3b4fzz4fbboM77wydRkRk38aOtWMzS5bA3/4WOo1E\nydq1dnNm+nSNtBOR5NCmDWzcCCNGgMtxWSjZoSI8YlKxCG/bFlasgHHj9A9fRJLHrbfa0Zn+/UMn\nkajIvKnctCncdVfoNCIi2bN1K5xzDrRrB02ahE6TGlSER0yqFeFTpsANN9hq0tFHh04jIpJ9v/1m\nXdI7drQxVCKPPALLlsE77+imsogkl8WL4dJLbZpDiRKh08RfoorwfIkIExXOudrOudXOubXOuYf3\n8Jwezrl1zrklzrkKWR7/0jm31Dm32Dk3L8vjZZ1zszI+NtY5l/IbGH/6CW66yZpBqAAXkWRz6KEw\nbBi0bAlffx06jYQ2fToMHgwDB6oAF5HkU6GCHbO6+WabWCTJITZFuHMuH9ATuAwoDVznnCv5l+fU\nAf7pvT8NaAH0yfLhdKC6976C975Slsf7Aw9578sBo4GHcvGvEXnew+23W5fhyy4LnUZE5MCce65d\ntDRpAmlpodNIKL/8AjfeaEcTdFNZRJLVgw/aa9kLL4ROItkVmyIcqASs895/5b3fAYwA6v/lOfWB\noQDe+7lAUefcMRkfc+z+v8dp3vuZGb//ELgq4cmTyIAB8Omn8OyzoZOIiOTMgw9CwYL6eZaqvLem\noldcAXXrhk4jInLg8ueHV1+FLl1sYpFEX5yK8GLAN1neX5/x2N6esyHLczwwyTk33znXPMtzVjjn\n6mX8/lqgeOIiJ5c1a6wZ2/DhULhw6DQiIjmTLx8MHQo9e8Ls2aHTSF579VUb7fP886GTiIjk3Ikn\nQt++cN11tstHoi1ORXhOXeC9rwjUBVo656pmPH5bxvvzgSLA9lABQ9q2zRqxPfUUlCoVOo2ISGIU\nKwYvv2w/3zZvDp1G8sqqVXYcYcQIOPjg0GlERBKjQQPb3dOsme32kegqEDpAAm0AsvYELJ7x2F+f\nc8LunuO9/y7j103OudHY9vaZ3vs12DlznHOnAZfvKcATTzzx/7+vXr061atXP7C/SQQ98IB1XNQ8\ncBGJmwYNYOJEaNHCdvqoOVe8/fGHdcV/9lkoWzZ0GhGRxHr+eahSBfr00cjFRJg6dSpTp05N+J8b\nmxFlzrn8wBqgJvAdMA+4znu/Kstz6gItvfeXO+cqA92895Wdc4cA+bz3vzvnigAfAE967z9wzh2V\nUZjnAwYBU7z3g3fz9WM7ouzNN23+4MKFcPjhodOIiCTe1q02J7pZM+uaLvF12202F3zoUN1wEZF4\nWrfOXtMmTYLy5UOniZdEjSiLzUq49z7NOdcKK6DzAQO896uccy3sw76f9/4951xd59ynwBbg1oxP\nPwYY7Zzz2H+T1733H2R87DrnXEvszPio3RXgcbZ2rV2QTpyoAlxE4uvgg+Gtt+yipVIl654u8TN0\nKMyaBfPnqwAXkfg67TTo1g0aNbJFtL+l/IDl6InNSnhocVwJ37oVKle2Leh33BE6jYhI7hs1ys4K\nL1wIRx4ZOo0k0sqVUK0aTJkCZcqETiMikvuaNoWdO2HIEN14TJRErYSrCE+QOBbhzZpZIf7aa/qH\nKyKp4777bBfQuHHWQV2S35YttsPh/vvtolREJBVs2WLnw++6SwtqiaIiPGLiVoQPGQKdOtmWPW1h\nEZFUsmMHVK9uHWbbtg2dRnLKe7j1VkhP12qQiKSeTz+FCy6AMWOsIJecUREeMXEqwj/5BGrU0JY9\nEUld69fbufDhw60gl+TVq5fNzp09G4oUCZ1GRCTvjR9vK+Hz58Oxx4ZOk9wSVYRro538l59+gvr1\nrZmDCnARSVXFi9uq6Q03WEEuyWnaNOjQwVaAVICLSKq6/HKbDHHttbbbS8LTSniCxGElfOdOqF0b\nKlaE554LnUZEJLzOna1r+owZ1kFdksfXX8N551lH9Fq1QqcREQkrPd2OWWV2TpcDo+3oEROHIvze\ne2H1anj3XcifP3QaEZHwvIcmTez3alKZPLZuhapV4frrrRmbiIjAf/5jR62efNJ2esn+UxEeMcle\nhA8eDB07wty5cMQRodOIiETH1q1w0UVw9dXw8MOh08i+eA833WSrPrpxIiLy35Ytg5o1YeJE2/0q\n+ydRRXiBRISR5DZnDjz0kJ2dUwEuIvLfDj4YRo+2rc2lS8O//hU6kexNt26wYgXMnKkCXETkr8qW\nhZdfth5Qc+ZAsWKhE6UmrYQnSLKuhH/7rc1O7dPHzomIiMjuzZkD9erB1KlQqlToNLI7EyfCLbfY\n/6sTTwydRkQkujp3hjfegOnTNY54f2g7esQkYxG+ZYuN3mnYEB55JHQaEZHoGzLEum3PnQt//3vo\nNJLV8uW2xXL0aJuJKyIie+Y9NGsGP/4Io0apH1R2qQiPmGQrwtPSrPj++99h4EBt2RMRya6HHrKZ\n05MmQeHCodMIwHffQeXK0KkTXHdd6DQiIslh+/Zdk5FeeCF0muSgIjxikqkI9x5at4ZVq+C996BQ\nodCJRESSR3r6rkJv+HDIly9snlS3ZQtUq2Y3lv/979BpRESSy88/Q5UqcN990KJF6DTRpyI8YpKp\nCO/aFQYMgI8/hqJFQ6cREUk+f/5ps6crV4bnnw+dJnXt3AlXXglHHgmDBmlXl4jIgfj0UxvrOHQo\nXHpp6DTRlqgiXPfvU8ybb0KXLrYCrgJcROTAFC4MY8fCO+/ASy+FTpOavLdVm23boF8/FeAiIgfq\n1FPh7behSROYPz90mtSgIjyFTJwId99tBXiJEqHTiIgktyOPhPfft3PIw4eHTpN6HnkEPvkERo7U\nsSoRkZyqWtV2ytarB6tXh04TfyrCU8ScOXZ3a9Qomw8oIiI5d/LJMGEC3HOP3eCUvNG1q3VBHz9e\no3VERBLliivg2WetWdv69aHTxJuK8BTwySfQoIGd89DYFhGRxDrrLNuafsstMGNG6DTxN3gwvPgi\nfPAB/OMfodOIiMTLLbdAq1Z2NvzHH0OniS8V4TG3Zo3dzXrxRahTJ3QaEZF4qlwZhg2Dq66ChQtD\np4mvYcNsG/qkSTpWJSKSWx54wBbwatWy7umSeCrCY2zdOrjkEujQAa6/PnQaEZF4u+QSaxBWty4s\nWhQ6Tfy8/baN0PngAyhZMnQaEZF4e+YZqFnTVsR/+SV0mvjRiLIEidqIsk8/hYsvhvbt4bbbQqcR\nEUkdo0fDHXdY07aKFUOniYdx46B5c2swWr586DQiIqnBe7j3Xpg9226AarKSRpTJXnz2md25evRR\nFeAiInmtYUN4+WU7AqQV8ZwbOdIK8PHjVYCLiOQl56wR5jnnwGWXwX/+EzpRfKgIj5lPPoFq1ezM\n3O2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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Without detuners. With linear synchrotron motion.\n", "bunch, trans_map, long_map = gimme()\n", "\n", "# This tests if TransverseMap is actually a sequence.\n", "trans_one_turn = [m for m in trans_map]\n", "\n", "map_ = trans_one_turn + [long_map]\n", "mean_x, mean_y, sigma_z = track_n_save(bunch, map_)\n", "plot_data(sigma_z, mean_x, Q_x, Q_s)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we add detuners to the transverse plane, starting with chromaticity. Since this couples the longitudinal and the transverse plane, we observe synchrotron side bands in the frequency analysis of the transverse motion:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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hJTwnJ3x2tr7q6L0qzJZjR3/5y8vb9hpKwnsMeohUCVcoFPONiYnerdQgTeR/\n8Qvgyiu77/vAAVcsh7e94Q3d961QnOjIUcKvvBL4+tfz+gbSLLUSCZ+edhP9I0fKfYeUcE7mqG/J\nNtzXF1bC+/vLOeHLlrnfffVYsh+H7OgzM46EcyV8YiJMwkOV1yXSKinHpISnkvAqOzqvYL56tfs/\n/x51Upgtx46+fr27BlXpAn5httSc8AsvTFfC6Rqm2tHXrEkn4Y1GOegjOSD8z/L3dWYGeOghlBBb\noky6Z0D3dvRerpQQ22eqEv7tb7vK+3MJJeE14v77gXe+s9g2H0r46Kgc+VIoFCcGZmfdWpgc09O9\nG3ckEr5jB/Af/9F93//6r8BHP1ps00CmQlEPckj41JQrWJaKbpVwIgSPPlruO6SEL18eJuFclV69\nOpwT/qQnlUnekiXpRDlUmO30010Q0SfyITt6LmmVlPDdu2UlXFJaqR/J6r54cZn40rGccUbRkk6k\ntduccOn+DA256ugpQYWYEh4i4RddVF6mLDeoEKqOLpHwwUHg1FNlVVpS9iWCPzPj7o//7ljrtn/w\nQZQgFWZrNt3PQirMlmpHp3Of6+WklYTXiO3bgbvuKrbNhxL+jW/Uoz4pFIrjE3feCbzxjeX2Xo47\nIUtrHV9q4+PlvulcepXjrlCcKMgh4TMzwPBwet/dknBqk0h4SAkPqbs8B3hmxpE8PkbR8mQXXljO\nCY+RcE4gFy2SC7MtX+4UXl85DtnRq4hlCgkfHXXn2a0dndR3fj79/U6Z9i32Mft2HTnh69ennY9f\nmC1VCd+wweVp+/vNyXGPWcbXrpWVcCnHPdeOvmJF8d2hAEiqEl61ssDxWpgtxY5O20gBuV5CSXiN\nGBkJL0Q/l0r4xIQqRArF4x1f/CLw13/dm77HxuQxoNcknPc9PV0PCQ9Fs/1/68bWrUrwFScGcnLC\nG436lPAUO3qMhEtqXpUSLtmdx8eL7/rQkCObp5xStqMvXdq9Ek6k1bekx+zoOSSciBi3jEsVwonk\nhQqzcZVUynFvNtvk3G/vdImyVDu6pIRLdnQKhuQo4RQ88c+nSgmX7OiSEr56tUzCY9XeuR09RMJX\nriynPgAyCQ+9O/we+P3MdWE2aa6SO39JVcKVhC8AjI6Wb3ZICa+r6ICEyUm57+c8p/wCKBSK+cGe\nPc4m6GN6Gnj3u7vvW1KOAZko58JaF0CQ+u6VEj4xISvhtN9e4Pd/X9N6FCcGcpYoq0MJjxV6ouPh\n24aU8L5TypeMAAAgAElEQVS+NDu6RIwo95mruwMDwFOeIpM8SQnPyQmn9tNOKyrHvh2dL7EVqrwu\nKcdEILmlXyLhMSWcF32rCirwvusi4VJhtqEhZ9/OcQ3kKOHSsdRRmG1mJpwTfsYZMkHl1fhDJHxm\npqyE0+cefLAcUJZSOWKFB/v76ynMNjsrL1eYYkffvh34rd9K35+1YeIvBRcBJeHHNSQlPGZH75US\nPjkpDyw/+9ncP2AKhUKGRIiPHgWuvbb7viXSOjvrJml8n1/9KvCVr6T3PTUF/Lf/Vp6MSCS8LiVc\nGtPoPHo1jo6Pz31+mELRa+zYIb9LqXb0RqP3dnT/na5SwtesSSeW3I5OhGv58uLcaPv2PBIeI8qp\nSjjZ0XnOdS5p7e935++PXTElPGTdjyn7UlBBIq0rVrjffdJVhxI+NubaecBCqo5OhdmkvkPV0VOD\nCrOzbgkxvrZ7KG87lBPeKzv6zIy7TtYCBw8Wtx8fLwcVaDk8oBwIkgIWMTv6hz8MfOc7xbbcsYCP\nPceOyeNACFREMEcJ15zw4xgxJVy64fwBm5wEbrklb5+PPFJ+aKTJ/Xw9YAqFQoZELIm0dmuDzlGO\n77kHuOOO9L7pS1ca6xaSEh5yFCkU84EvfQm4/fbu+3nzm4Hvf7/YlmNHjynh3/gGcNttxTaaePvj\nhVRRmvpevjy9MNvoqMux7bQwGyl8K1YUx6kdO4AnPrFsYa7KCZeIZUgJ5znUITt6bk44BRV4IIMq\nhKcELGIkXFpyLURaOyk0JxXO498hOcp+aFta9zyVhEtKeOi6xuzoIRIesqOHSLhEWleuLL87ixe7\n2gbckk4BLP7uLF5cfq6kABa1h5Twr3617CSj+5hCwiWONDMDHDpUTp8A3P3hKjntT+p7ZqYcwAFU\nCT+uMTpaHvhzlPD77gPe8Y68fb797XK0KTRh7RUJP3ZM8ycVihxIJI/e027V3VgONe97ejpvWQ7a\nNoWEz0VOuLQmbh154lNT5b75urQKxVzhu991BRe7xeHD5ec6VwkP5YR/+cvlQIG0RBkR5RQiMTPj\nCGtICV+7Np1YSpbxRYvKSjipuNISZVJOeMyOHlKO1651zidCbJ1wibSG1N1cJZyTPGsdOZGWP5Ny\nv2Okddmy7qq9U2E2ToyqlH2u4oYCFjkkXFLCQyp7iCiHSPjgYJiES0uU0bPG8/4lJby/H7jggnKF\n9PFx2UUSIuErVoSVcP6d2GgAP/95mQ9JSjj1KQXNJifL1vVm041hHPv3Az/9qby/0NyBBwYBJeHH\nNWJ29BQlfHo6r+AJ4LaXFHVpWRGgdyR80yZnd1coFhJ++MNy3nZdiJHwbr8IJOWY9iVNqjsh4VL/\nISV8LpX9P/uzcmAyhoceAl73umIb5ZLxvj/6UeBjH0vvW6GoC5OTcsApdyWUY8fkeUod1dG3bUub\neNOkPpWEb9jg1EK+fbdKOBEuroSHFE6yo3OFvEoJl/bJ++h0iTKp72XLis8Ktff1ldU/Tlp9ss2V\n41hQoS4lXLKM+8tmUZAgpIRLS3qF1GopEBSz14dIeEpQhtrXrJGXXAvlhEtKOC0Vx++bRMIXLcpT\nwun5rlLCm013L/r6yt/NDz4ojyk5SrhUN4LaDhxACYOD5cBESAmXiroqCV8AyCnMFioMkEvCR0bK\nL8B8KOFHj5aPvdHQHHTF8Y1PfjKP0IXAI9xAb0l4aEkvQN5nDgnPsaNPT7svxW6V6diYxonJxERx\n6Z8qPPqoIw8+KJeMX6uDB4t5nArFXEEi4Y88AnzrW3n9hEh4TnX0EAkfGJBJOM+XjhVPW7WqTCSW\nLXNra+/bV9w+pISH+k7NCQ8RNz8nnJOUUE54yI7O+85RwmPqrmRHz1HCQ9vm2tFJCc/JcZfUdzof\nmrtSkMCY7q37uUr4qlVllT1EwlPXCafVjE46Kc2OHnJBSGo1ncsFF6SR8OnpuBLO7/uiRS4wwZX9\nu+9uf87H5KS7b3wskK4V/e0/x9QmkfD9+8v7DCnhUtFJzQlfAMhVwvkXaqPhHmb+4FbtU1KkQpP7\nXj1g0rJon/98PZWeFYq5wCc/WVZsp6bqeWde9CKXbsL77pVjJUc57lQJz5nIz+X5TE/nFY4KBTJD\nfeesi6pQ1AUpPSI3gGZtPUq4JBYcPuzyNXk/lEvbqR2diMSGDUVLurVhNS9UmE1a7imkhEvELVaY\nLWZHT82h7jYnnJYLS7WjS337xDLlfEKqtK+ES9XeU4lyX1+ZhPf3u985wad0gRy1OicnnCvhIft2\nlRLuk9YDB+Tl1uh8JDt6KBUhpIQ/8YmuzoGPmB1dCjLxgAX1vWpV+Tvx7rvlQNjEhMvx5+9ryBUD\nyCslhJRwfxug2o6uSvgCQx1KOJA3gRwelr/05loJl0j4sWN5ipRCMV9oNIC3vU2O3Nbxzjz2WPld\niL2nddjRSc3lfdelhPMv5GaznnHnDW+QC7qExlYpmJnjKAoFMv1//facJVkUik4QKjzULQmnJYJy\nSLgUWJPmKAMD7l9pDOUknJQ1yTIu2dEXLSqT8IkJR3SWLElTwkN2dCknPKSET02Fc8JzC7NxEtWp\nHb1bJTxG8ENqNT+fvr7e2dF5kMQn4d0q4fQ8SGuq8/MnJTyF4JNl3JjysXASfvSoc3Pw/QFhO3qI\nhIcCWFJ+ereF2eg4Qkr4s55V7IOcZXwsmJ52fUjjz9Kl+STc70eyv9M+/X/9z51wJNwY81JjzIPG\nmG3GmCsC21xrjBkwxtxrjHlG1WeNMeuMMbcaYx4yxtxijFnr/d+Vrb62GmNe7LU/yxjzi1ZfH/fa\n/9gYM2SMubv18yehc5GUcOlmA7ISTtv4xTqqEFJxeqWwHToEvPrV5faJifL5TE6qHV1xfICeU6lg\nUR3P8PBw2ntaJwkH5AIovVDCQ46fEAl/yUvC+/zRj1zQwsfjSQmvg4R/8YvAL3/ZfT+KhYknPan8\nnNWhhFNwSiLhs7NytWBJCZdEBErpkEi4pH6FlPCQmsdJ+Oiom7xzwkCTd8odJlTZ0SUlPGZHr1sJ\nzy3MFiOtkhKeWh09Zkfv68u3o3dbmI2nC1SRcIm0hs5n0aLi/aHnhYIK3eSEh+792rXFd5sIO98f\n5cGHnAohy7j07vBtge4Ls4WU8NlZ4N57gec8R7a68/Xnq1wxkh2dL7cGtO3ofj+d2NFPKBJujOkD\n8AkALwHwNACvN8ZcyLa5FMD51tqnAHgLgOsSPvtuALdZay8A8D0AV7Y+czGA1wK4CMClAD5ljDGt\nz3wawGXW2qcCeKox5iXeYWy21j6r9fO50PnUpYSnqjjT0+4nNTcTKE+G3/Uu4GtfS9sfAOzZA/z4\nx+V2SQmvi8BIGBwE/vf/7k3fihMP9KUoPcP8nRkfzydQw8NpBRQ7IeGbNwM/+EGxjY7ZHwdiynGO\nxVoqzBZLu/GPh3D77cCuXeW+rXXvdo67pxdKeK/t6F/5SrmQ5T33AH/1V933rTi+0Ww6ssmfs5AS\nPjmZnsIWI+G8vdFwSl7qPGVgwNlqU+3oscJs0vJa55xTJOH+WtEhIiER5VBhNkkJ533ESHiOEi4R\nt5AdvQ4lPBZUoMJnpAbn2tFDx0JKeB3rnvtBEjo+IF3Zj1WS9+9PjODnKOGh85mZcQEpn4THAiSh\nImmpdnS/bz5GhHLCUwuz0TPFlXAaB045RX4epKBZaCyQ6kMA6Up4J3Z0Plf5xjfKqYR1Yr6V8EsA\nDFhrd1lrGwA2A9jEttkE4PMAYK29A8BaY8z6is9uAnB96/frAbyi9fsfwBHqGWvtTgADAC4xxpwO\nYLW1lhYA+bz3GQAwSMDISPlBD5HwUE44kD6BDFUpzrGj791btn7GICl61spKeC+tmwMDwP/7f+X2\nhx7SJYQU+aAJmESU+TuzZYtbGjAVs7PuPchRwvk+//t/LxNtwr/9W5nQ0fn4++xlYbZcJbzRcGMP\nx/CwPH49XpTwusa0sbHyeLljRz1LUCmOb9BqAtKzF3LPpQaGaG4RSr/gJJxPgoE2Uebv2LZtwMUX\nyxZUbj2PWcZDdvSzzioWZgsp4aS4SXmtIbU6poTzviU7OhHLEGnNtaNLFcxDSmuqEh7KCV+61AVb\naN4UsmPnVkf3lXA6HyL7vPJ6Dgnv1I4eU6tTSHgoJzxG8KWABbej07OWE/DJUcKl6wqEixqGAliS\ni0Syo997L/DMZ5bPnZ4HXtGfSDg/Pmn8aTRcUCc1J3xiwm3fTU74V78KfP3r5f3Vhfkm4WcB2O39\nvafVlrJN7LPrrbWDAGCt3Q/gtEBfe72+9kSO41XGmJ8bY24wxpwdOhlSwn0SWLVEGV8DD6iHhPO+\nQ5Ph6Wl5zb0QpCXRKB90LpXw8XHZWr9pE7B1a2/2qZhfDAwAr3pVb/qmL5EUO/rkZN47E1vSK1UJ\n37evvM6n/38SaQWKXz4xO7q01mcIOXZ0KbpM1dIlEi5Fs+nzoS9SiZj0Kie8Ljv66Gi574kJTd9R\ntAl1SkCQntvUIFpMCZcmxxIJbzSAk08uk/CBgTIJJyLBLajSpB6I57XyCsq5SrhkRydCw5XwkMI5\nNSUTo9nZeHX0HDt6N8oxEeXQEmWSckwBC2qP2bdzzkfKCQ+pvjESHivMlmpHT1XC6dyB4va0ZKVk\nR+fXj++zioSH1GpSwlNJOCnhkmWcvwt0TDwQVocd/ehRNz6EnBFS0EzKCQ+5Yk47LV4dnRP/1avl\nuQM/nxAJn54ur55SJxb1ruueIUmVZuhGG70RwBettQ1jzJ/CKesvlDYcGbkKgLNJ/+7vbsTGjRsx\nNSU/YNPT7sWmFw1ob5OaEx6qUuyvy7l4sfs9lBM+Pe3yvFNx7Fh4wt+rfFoJ4+Pl/QFucMtR9RTH\nD/btKy+zURdylPDp6byCgzRZzXGs8PcmpBwD7rpIpJXvM6YcU6XhVavC50HIsaNLwT+aDMRIuDTG\n0OSI7zNnCSUJuUp4HXZ0SQmfnNSib4o4CZe+Y/3PVCFGwtesKU9KQ0o4J+HWOhL+pjcV09V89SvH\njp6S1xrLCQ8RiZAdnSvhMdIqEf8YUc5ZV7sOOzqR1hQSTvNPIv6kUIfs6EuXpue4T06WSXiKfbvq\n/nAS7rsGfHu91HdVukCI4E9Pt/PHc+zoklOB3inaJtSHFCDx95lTmI1vOzbmnjWJnHdbmI14h7TO\nemws8MewZtP9cGW/0QDOPDOshJ96arkwm0TCGw133CkkvNFwaTBbtmzBli1byjvuEvNNwvcC2OD9\nfXarjW9zjrDNkshn9xtj1ltrB1tW86GKvkLtsNb60+1/BvDh0MksX34Vmk3gyivdAwu4B2j16uLN\nJvK9fHk7sgq0t+lWCfcnp0TCY0p4DgknO7q1zsLk9ylNGvikstkEvvAFZ69NxXXXAWec4VRuwtiY\nrITrRHZh4M47nVXqqU9tt01MyPd2aMhFR7tBTAnnz9nUVH0kPFUJDynH1saVcIkoh3I8R0bSSHjM\njh7q27+GdEx79qAESQmndBcaJ3k/khLeCQn3xzTqU+q7LiVcWt9clXBFiITH7OjdKOGzs+57mU+y\nq5Rwf54yOOjez9NOy5t4h+zo/vmESEdMCad2TlK48kckJaSEhyzCoXxzTlxiynFqdXSyjOfYt1Pt\n6BLRi5HWvr60oAKN2Xyd8NwcalL2/ftDQQKg2A8Rt9Ca6vx5oL79+xPqWwoo+OcTCh5IAQuqxk85\n5rF8/VB+dijfPLUw2/i4e88k9T11nXA6Dq6Ehyz6vjNCGgv8ORUR+WXLyudzxhmufoqP8XF3vc46\nqzz+8Lx3urarVpVJ+NKlcurctm3Axo1OWCW8//3vRx2Ybzv6nQCebIw51xizBMDr4JRnHzcC+CMA\nMMY8F8DRltU89tkbAbyx9fsfA/g3r/11xpglxpgnAngygJ+2LOvHjDGXtAq1/RF9pkXiCZsAPBA6\nmdWryy8dleTnL6Ix7sGTKv+FSPjQUPHvmB2dt9dFwqUv8RAJl5TwI0dctFxagiWEO+4oW8xDSvjk\nZO/W8d2yBdi5szd9K4r47GddrrOP8XGZpPyX/9JeHicFjz0G/Md/lPsG0pTwqSm5/kMInZBw6T2V\nSPixY+0vIB8hJbyvL7zP1Il8yI7OI8vUd39/8Xzoc6lKOP0esqNL55NrR7e2bDuV+u5ECZdqboyN\npQUtFScecpTw0Lv7jW+U30VA/v6mZbf43IXILO9nZgY46aRioGtgwAVMc9Sv1HXCO1HCY0Q5VQmX\n1OCqnPAqpdVvD9nRpb5zlt2i88lRwnPUah5UoLXJJeWY9knzvVwSLt0f3zLu90MEUupbCqjkKOEU\nUAiR8Nzz8dXj0PGFcsL97SU7eq4SLqWPhJRwyY4uKeHS8eW4YqiPpUvLHOn00111dD99bnAQWL9e\nzkMP2dElEr52rayEHzmSx5NyMK8k3Fo7C+BtAG4F8Eu4omlbjTFvaVm/Ya29GcAOY8x2AJ8BcHns\ns62urwHwe8aYh+Cs4x9qfeYBADfAEembAVxu7a9u5VsBfBbANriCb99utf9PY8z9xph7Wvt7Y+h8\nVq2SSThXwmng41GeRsORc2kC+bOfARdeWGyrsqP7fddNwv2+c+zoZMPJURKPHCn3TSSc57GG1NI6\n8OlPA7fdVmy7/Xbgla/szf5OZIyMyEqhdG9HRsoBqhhuugn4278ttsWqo0uqNJCeNlJlR5dqSKQq\n4VSoiI8B4+PlgiTT024sChWElEj4yEh5zBgddV+QXGXndlbqe80aWQlPzQmnCLpE8Plkkz6bo4RL\n96dqiTL/nk1MAP/4j3Lf4+Nu3OZBR8mOrkq4AuhMCeeBocsvB26+udz3sWPlCS+RcE6uKFfTPw5r\nZTv6wYPOChorxlRlb6WiXTlEgtQ8yVLLCbREwv2c8JQlyvyccE6Acpco46QrZkfPJeGhJcr6+sr2\nbbpW1O4Tdkk5TrGj030H8gh+qNBcSk54jIRL51NFwv1rG1LCq4i/f62sdT99fUXiGlLqUwqz8fuQ\nqoRXvTsp7yudY6odnQIZKSSc1HRJCV+92l0Xf/wJkfBcO7pEwmmbXuWFz7cSDmvtt621F1hrn2Kt\nJbL8GWvtP3rbvM1a+2Rr7W9Ya++OfbbVftha+6LW/73YWnvU+7+rW31dZK291Wu/y1r7a62+/txr\nf4+19unW2mdaa19orQ3eClLC/QdMygmngU+K8qxbJ5Pwa64pf9HGlPC+PtmK2m1hNmnCWqWESyRD\nyukI4ciRct9jY+5LgX+hzs7KSlUdFdNHRsov6NBQuyDEiYY9e/IcDTkYHi4/q0RS+L2cnEwnxIC7\nZ/x5iq0TLinhQPp7E6pIHHOs5JJwSQnnpJhIuEQs164tkvChIRdxfsITgLe+tbj9yIhTwiSCLxFl\nTsIbDfflHyLhxpTHF7KU8Qlk6HyOHZPf+YcfLq8xKo2jsZxwXoRyxw631KO0v7173XHzdCTJjj45\nKT/fb3yjnHqjWJig7y//+aDCUKlK+PQ0cMMN5b6PHXNLB4WU8KqccCIpa9cW5ymd5oHyiT6pX6lK\n+KpV8ZxwToxi1dGlJcpCFuGQEl5F8vx2Trpy1wmPFRvjhdlCQQVJCY/Z0YkoV50PBU6BPBLeTWE2\nujdSYbu5UMIly7hPCulcjCmT8NizJhFi6d7n2tElJbyOwmy+HZ0H5EKF2aSxIMSRFi1yAT+fQ+zf\n7+YrvVLCzzgjz22Zg3kn4QsJkhJON5tHeSQlfHraPVycUGzb5qzQjUZxgjYyUn4xgLYqxfvu65t7\nJdz/f78tR7k8fFhWwvk+6Xeuln7848DVV6fvL4TRUXnN6F7Z30N49NEyOeglZmaAb36z3P6a17hU\ngV5AUmBDz9nkZJ6zYnAwTML99mbTvR+hisSp+6TAlUTo+ISGCstIJPzw4fKxxEj42rVpJLzRcKTa\nn8gfPOgI+Je+VJ7gEwnnQT6JhNMXGyfhp5/uxjl+LIOD7gtPUsIll9GaNWXbpbVuQsOfk+Fh4AUv\ncDUp+PnQ9SFMTsprJEvK4/R02I1Bee9+P+TgkaqjS6tM3HCDS6FQnBig55G75IA8En7TTeXxgkg4\nf3djdnR+HIsXu/fOV6JCk/fJSdc3n5BLdnQilnziXaeaF1snXFLCQ3bdHDt6amG2qpzwlLxgsoan\n2tFJEMrJ247luPMcaiCNhJPKnhJU8Imyf9ydKOF9fWkkPCUnvCqoQM83INvR+/ra14LuTUwJl1wD\nXN3l5078oQ4lvMqOzo+PAhm8vcqOLgUVOAknJVxS3+sg4U972gJWwhcSQjnhfHIaU8JPOaWshH/k\nI06N4g/YyIizhUl2dGkCzhUpaicFhuM733E/PiRVL6QaUbvfd11KOPXpnw/9zknxgQNOrUqFtcB7\n3lNWpCQlfHx87qux/9mfAbfeWr1dXdi2ze2TY3g4j/zmIGRHB8pBljpIuGRHD6nStE0uCedfjmSt\n4vvkpJXalywpk7G9e10xJD4GSCRcCs5R35yEUzCAqziAe7+4Eh4i4dK4Q32vX18+n8FB4Oyzy+PL\n8uWyXZafDwU4uVIHAFdc4SLm/BhHRsp2dzqfEAn3n0HaRoqUk9rv9yMpnf7f/vNGCihX7ztBr1wr\nijbe/Obu64ZIdvRYocD+fpmEX3wx8K1vFdtjSjh/vyQSTpPgEAlPtaMTCaegmd93XUq4T7qInIYI\nZI4SLuWEx1T2FNJKxx0iXXXY0XOV8BBpTbGjE+EC6inMFiKzKXZ0P2CRo4T723eaE86VcOrbLzRH\nx8f3mWJHT1XCSYGn7wAqzJby7vh9c6Lc319WwmOuGEkJD9nRQ4XZFi8Ok3Bp/FmzJp2EhziSkvDj\nBKGc8FQlvNFwDxefPP7gB0515BFVSZEC2g8eJ+GhyT0gq+HvfW85B7oTJbxbEi4p4VI165ASPjmZ\np7yPjjrlnF8rSZ0NKeHXXFO+L7kYHwd+7/fK7cPD5ZzXo0d7tz76yIiciy0tB3f4MLB7dz37lK61\n/y/QTkHIsaPHlHDpecpRwnfuLLsuhofdxI2TvGXLyhPO6WmnQEvR2PPOK1u49+1z7SElXLKMh6od\n+/eSxiiJhEt29FwlfMkSV8mUn8/gIHDOOWUlnCLoUmDRv2c0ceEk4Y47XLGq//E/ytZwCmZy4r92\nrexe4JH/GAmXlPBQJX66Rv69J/dTzngp4ejR4koDiu7QaMiB0B//WC7EF8KWLY64+5BIOLlmJBJ+\n0knl76DpaeANbwC+/OVie7d2dJoc8yBXSEGjcU4iDHyyT5N6Pib61mv/uFPUPJ/8SfnMRFI6yQlP\ntYzz6xrKAQ4RupkZt0/KKaa+YyTcV8KJePHiaUAxJ5xfqxTS6rdzQkyrWfT3d1+YTbqX1HcVafUD\nKlXpAlwJp+0pmJRDwnlOuH/cvhrMgwrU7tvRU0j47Gy4ngJQ3D60RFnMAs8D1XTc/PvQt6PnpKaE\nlPC67egU+OPnU6WEqx39OMDq1eUvilBhthwlnHIm+OAnTR7JcsILqkxNhUn4unVlEn7PPW6ZKD4J\nDeWEL14sT1gBecKaOqmk6tTdKOGTk+2CTymgbSUSLinhEgn/4AedbbwbDA0B3/9+uX10VK6G+973\ndre/EIaHZaeE5AL4138FclduePvby5PLmB3df57oczlKuJQTLinhU1PuCyyUE873OT7uivR9+tPF\n9uHhsgWUbJqpJHx6Op2EE3Hj1jQi4VIhM0kJX7y4rOIAbSU8xY4eUsIXL3aKt0TCuRJOdnQ+/klB\nhRBJeOAB4EUvcq4BrjDSRCKFhEukhz6Xq4SHnEPS852jhN99dzl4evBgPcExhcPWrbI7aHw8byy6\n6y5g165iW0gJf8IT5EA3D6DREqibNgH//u/F7WksCpHwbpXwnIk3V85jSrhE0HKU8BhxkZTwkM24\n05zwKuXYP0+ftFI7t4xXkVZ/qaWQxZqulaSExyzjKUp4iCj7pDW0lneIhPukVeq7yo4e6tsPkuTa\n0WP27dhx++10Tfg+/WdNCtZI5xNaWYD2SX13skRZt+uE0/e4lOLB62YR2ZbGgpgSLu2TL1EWEhh8\nEu67YBsN5yoaGKinthSHkvAakaqE+3b0lJxwehlDJJzvT7KR0uReIhSnn14uMvVP/+SUKj5RPHbM\n9cOV8HXr5AkCz2/NJeE0oZlLJZxION9nKCd8akq2A3erXh054vqVSBAn/mNj9VjDd+wAHnmk2DY8\n7M7R//KhfXISPjaWd62np4FPfrIcBAoVZgOKz1OIhPuqAcfgoFxjoL+//DxJ7wx9afB9Xn65I3mc\niIZIeEwJl/b5xCemkfAYaQ3Z0flEPjTmzMy0++HjzooV7nc+aU1VwkdH3T3jKnvV+aQo4dTOHQkj\nI+1qq6lK+EknzZ0S3gkJv+km4KtfLbYND7vz42OJojMMD8tpSBIJtzacCjAwIH/PAGUSTooOf78k\nFwsFoqSc8FNPzSPhkoBQhx2dT9Rz7eg5ea2SPdhv50p4yJItkXC6vyESHsoJ90kRVYbv6ysXFiNC\nIlnGY8SSbwuU+6D6GT4pjtnRU0l4yDLeiRJOCn6nJLxqnzmF2Xjedqd2dP7c5yj7MTv60qXu2KR7\nH1LCU0l4amG20PH5YwEfZyQlXLKj+0q4/52Ys0RZaG5DKTLSqjKnnOLGGqrBUyeiJNwYc1LCzxPq\nP6zjE6k54b4dPVUJD5FwrkjFJvchJfyMM4okaGwM2LzZ2eQkEs6JxsREmZjTua9bl07Cx8aA3/7t\n4gtNE5oUJZyupaSE5xBD2pZ/KUvrVNPffBBqNOoh4f4+CCMjMgnPqXIfwnXXAf/8z8U2mmz5xMNa\nWQnPDT7s29fOeyXQtU7JCQ+p0n/3d8CVV5b3Nz0drra/bl1ZCSf1iVf4P/308j6//nXgH/5Bdo9I\nxZBCwbLQMhkSCd+715HwFNIaynMOKeFLlsgpMKtWldUdP69Uii5LSjgn4fRFKhHi1Jxw6nvNmuI4\nGgkZ3ZcAACAASURBVBtDJRJOzqEUJXxqylnoU5XwsTE3kQjlhEtKeM47tX9/+fmR3mEA+Mu/BH7+\n8/S+FQ7SGAy4686D6P/0T64egYQQCecKNI0XUjHXk08uOzNCqSRVOeFVdnSaYK9dWybhORZU6idV\nCZcKPcXWCZfs6Hx/QLUSLtm3eU64RKr99pgSzi3Jxsiki5PLEGnNzaEmy7iUt51qR5fWCfcV2NSc\n8L6+NDt6iCj7pDVHZc9ZoozvMyeoEOrbvz9+e8yOHjqfRYvcZ+j94Uq4T8J7VZjNHwuktDLpfQ31\nLRVpXLzYzdX8+deRI64thYTTOUrj3eLFxUr8fvsZZ+TxiFRUKeH7APwMwF2Rn1/Uf1jHJ0gJ9x+w\nHCWcJqykNvnbx5RwyeYamlSmkPCf/MTlQJx/fjl/cnjYRaG4Ei6R8MlJWTVauVJ+mD/6UeBHPyq/\nXNSXD1oH2W+PFe4aG0tfP1xSwmmSE8pT9idBtE3OxFmqrhwi4ZISnmuDDCE2gffb6Rx5bvrERN5A\nRRZZ/7qGrnVMKeQT3wMHgOuvL76L1C5VvR4fd88qn/gS+fOfhakp987w600qaQoJr1LCeZEgANiw\noUham013vzZskJVwaaWGbpXw0dEwaZXGHcmOHlLCY2t9SjnhVGiOBzKpMJv/bFIuZyoJp7oakrtn\n3briWDI97cbL7dvL7os9e5y9ntvRTzpJDjItWiS/ZzlK+OBg+d2ha8HHjZ/8BHjwwfS+FQ7Dw+7+\n+eMLBSb5uDA0BPzsZ3I/27eX38fRUfc+ciWcSDh3foQCaCESLrnnOqmOnpITnqKE+0phjhJO43OI\nSEgkl8/PqG9JCZfIFY0jEsFPIXl+e4i0+u2hfO4c5TimtC5eXG4P2eUldTd0fHyfOTnh/jMoBRX4\ntaK+q+zoMSVcUqu5HX3p0nJ77N7zoE83SrjUt98HuTH6+opurxAJjy1RFsoJzy3Mxt+1qsJs0vgQ\nUsIlAi0dt1QdPeSKo336RfP8dik1rw5UkfCt1tonWWufGPoBkLHA1cJGHUr44sVuEh5Scfy+Y3b0\nkBIuFXbhJJxINe9jfNwdA8+fjNnRJSX87LPLBPWxx4Brry2T+cOHZfVubKw8kZ2cdMcnKeFAOjmU\nlHDqM6SE+5OgTkj4ddeVc6klEk4qcaod/QtfyMtjGRxMU9Gk86b2nPOWSDj1KQU8jEnLCZ+cdAT1\nu98ttg8OOhU7RML587R0aTkyOj3tyKK/T1pySsqLJhIuTapTSDi9/2eeWSStBw+6d5rvc2JCriEh\n5VADcSU8RFqlca5XSnhOTrhvR+djqHR8OXZ0sm+uXVsOLJ56qhsX/WrvjYa7Rxs2lJVw/jzQPk8+\nuXs7euwd5uPG6Gg9DpqFjCNHykE+6XpOTbnng49FExPAL39Z7ndy0o1/khLOnw96vyQSHgqg0cTe\nJxJA2WJeR064P/HOsaP7E3Xqm0+8Q4QzpL6HlHCJ5FHfvJp4SG2UiBFtm0Ja+fmESGsVOa9Sd1Nz\nqP3iaRIJlwh+iFhKQY/Q+eTY0SXXQMyOHlsnPEcJ58ctBSykVAHaPseOLl2rHDs69W1McU4Rs6NL\nSjh9N0vqe7eF2UJKOKX3hZRwKSdcEhjIudeNHT1EwkNBzTpQRcKfl9BHyjYnBLrNCfdzuSQSnlId\nnb70UnLCZ2fdz/r1RRJOX8r8+I4dc1++vJ1yZ0P5kykk/IMfBC67zE3M/UnGkSMuSCAp4SefXLaj\nn3KKrIQD6SRcKswWI4ZAcTJGbTlkdNu28gSZJnMS+ZWU8NHR8kD2hjfkKdOpSjgdk2RHl4qqhUAk\n3L+/tD9JCedBHXJbSCT8ootcoTgfg4NlUkTnI9nRly0rk3CpjgJ96S5ZUszJovM59dQ0JZws8Cmk\ndd8+R8z5mEPrzcZIKwVm6FjXrZPzSqXAX2icy1XCzzjDPW+EmBKekxNOY6iUE+5b9eh8Uu3opILx\nyD+d+1OeUrSk79/fJudcCT/5ZFkJP/nk7guzKQmvF9dc49JMfNC74r8zdM05YacUHf598PDDZVIN\ntEk4DwiGlPCQHR0oPtfHjrlnWpqohpYoo4A7jRc8J5y3S0o4EfwQCfft6P396euEh5RPSQmvsqOH\nlEyJpHBi1I0SXkXEiNDw9pBynGvflohljh2dk7zUoEIsYFGHHT1FCSeVPZWEh4IKqcXgUu3o3ZBw\noDin6EQJD9nReb459b1qlbxOuDQW5CxRJtnRfSVcsphLcwdevyZmR1+ypEzC6T3hc4e6ECXh1tpf\nnb4xZp0x5teNMc+iH77NiQ6pOvr0dHyJMqmo0Nq17S9yeuClwTxkRycSXpUTTsdx8snFiVjIuklf\n4pJSFarcGiLhBw8WFdpt24AXvrB8TQ4fdpN1SbnkE9mJCTd5kZTwJzyhTEZvuw34i79wOXs+aDu/\n75ERF2VMyQkPKeHS2teEgYFy35ISTvuRlHD/M/5x5CytIJFwmmj6A22IhEsBiOlpV7SMW8OBduEq\nHvCQnBVEUjgJl6zhk5PAG9/oilT512poSCbhkh2dJpDSoMyVcCJiPBINdF8d3bdvUw494Aj5WWfF\nlWM+FvHCI9T36tX12dGlFBspx8pfRgdwz15uTrhUHV1SwmN29DVrwnZ0fm+WLi1POuhacRJO94ff\n47ExmYSHlHBeCbYKSsLrxb59YSVcIuGSEg6U1fCBAZfGkGJH70QJB2QSHqrnwIP8jUY7/1nK2/bT\nwXLt6P5EPTUnPNQHV2ylY6lSpSWbukTcaAzghFg6Dr/vKjt6TDmOWcZzlfC+vqJ921fCpcJsEmmN\nKeEppDXmGqhDCU8hrX4/KTnhsfOpuvc83ULqW3IT+Kp06N2R+khRwkMEP0bCeVCejoO+x/kzm6qE\nU044Oc38PkLrhEtjVUwJn5lp9x2a29D1DuWEz5cSDgAwxvw1XO73tQA+1vr5aP2Hc3wjpoRLNztF\nCfcHyhAJl6La0rrEki2USHiKEj487Prg7aRQcgvZ7KybyHLr5urVjtj4ExtfGUxRwsmOnqqEn3tu\ncZmyXbuAV73KTZRvvrm4/eBgWb0jdUJSwleuTLOjX3UV8J73QIREwun6SCQ8RH79CSBdh23b5H1y\nzM66Y+7Gji6d++HDbtmuzZvL+9y9200MOAk/7TRZCef3l0jKxER58nfOOcAzn+nqDBBoHWpfDaZz\n43b0KiVcIuFA+T2NFWbj72nMjr58ufuh/R465N7dEAmXcqgp+EfvKo1Fq1blFWYLKeHS+YSWKOPH\nfeiQu06pOeEhJVzKCQ/lgeXY0akPaZ1wSQmnfHA+Xkoki85TIuEUtPTxne8Af/iHwLOf7damJ5Aj\nRkl4fRgcLF836XrGSPiyZWUSvn078PSny0p4KCecB646IeGhd1eyo9M8hfqgNqBoSZdyvKnvXDt6\nKgmXbOeh9ioin6qE0xgqEbG+PheE5WSWBz1CdvQYyePtdZBWXwmXlj9LJZZS3z7h9Il/rh2d8pxT\nlPBucsK7UcJDrgHuvMgl+DT3T1XCqY8UJTxEtmMknJ8PtRlTTOcI2dEpmC65YiifuyogR31LdvRQ\nEJDXjTje7OiE1wI431q70Vr7gtbP79Z/OMc3QrmSqUq4lBMe+kK1Vraj05deSAn3yQdFdVNJONnR\nU5Rw6mPlyrISvnRpWd3x7XY8JzxVCScSLinhGzYUlfDhYdf2J39SJnuDg460cyX8tNNkJXz9+rIS\nvmRJeeJ87JgrFiYFFPbtq18Jp89JSri1bn1uf/sDB9yXnjSB7+sr29FXrCgXZhsfdwOhf61p+a+/\n+ZvilwngSLh0rdevlwMep5xSJinLlxfdI9S+bFnZqkk54ZzQxZTwlJxwn4T7702z2Z5U5zhW/LUq\n/THAn4TT+5tj3+bvNY05uUq4RPBTc8Jp/JMChVIqTazaO1erfbtstznhPMXGH9O4/XfpUjee+Gtx\nd6KE80KWk5Mu5eDYseLk4itfcc/xzExxn1IqDSCTxmZTXlVh2zbgxhuhaGH//vJ4G7KjL11aVs0n\nJ10wUFLCf+3X0pVwyY4+NdW9Hd1/d0MkXJrU+2kZEqmmc+92nXAiGCF1ri47Ok/lkkhhyI4eshlX\nKeEhNTSFhEvXJFQdPURapZzwTu3ooWuSY0dPUfb9a+IHD/yccLoWVX339dVDwlPOJ/acSH2n2NEl\ngs+VcL9vfg35PaZ9hkg4V8Jpn5JCzt+pWE44Hwv8sUdKTQkR6FgAn9pDIoBEwq0Nb18XUkn4/QB0\nKbIKhKqj88JJOUq4H630H4KJCdfOi6T5ijLfJ01w/Un8kiVu4ieR8JAdXVLCQxNWycpLJNwnaqGc\nN0kJbzbd3+vWFSebklJK7ZyE08SeEyzAbXfuuWnq7Pi4a+eKyDnnlJXw8XE3Gf7a14rt27e3/9/H\nkSNl6+voqLvWUk74okXpJPxb3wI+8Qng0Ufbbfv3y5b74WF3jlwJX79eVsLPPrt8rZ/6VDdZvOGG\n4va7d7v/49ea1G3et5Qzu2xZecmK0PNEeccSMZKUcCLhPJBErgga2EMkfGys/ZyF3lNOwqlgiv+l\nQZMlf/vQexoj4UR+fSW8yo7Oc8KJtPKJPCft1rptYkq4NGZ0mxMeU8JTSbiUE0598HeSzp2rlHv2\nyCQ8lBMesqOvXOneeZ8sj48Dv/mbjoj72+/f7/YpvcOLF8vKrT/2A8CWLcDHPw5FC/v3l8e5kB39\nrLNkJfw//ae4Hd135YSU8JAdnepkEOnoRgmXJqX+e+or4f4YkGtHl5RzIgySEu6TVj8PXSKivirG\n1dOqnHDfDiuRqxAJj6nVISU8pQ8/J5wr5zFiyc89RPJiVneJWEqF2Yj0ptrrOyHhqcp+LKiQq4Sn\nqtVS33R/UpVwv52fDyfKVXZ0/3xCfUuBKr89poT714quCQ+mhQJyoZzwUEBOqo4ukW3fucedwXyl\nmJCyLZFwer55sKZOpJLwqwHcY4y5xRhzI/3UfzjHN3KUcMp3qMoJ51+o1E+oSnGsMBtNFGlC3Kkd\nPaSE+5MJityvWCFbN0NKOI98SUo4RbdWrCgr4WvWtM/Nb08l4VNT7njPOKNsR1+/vjy5nZhwBJXb\n0TdskEn4a15TzkHfvh140pNkEs4n1KOjbuItKeFnnlmcqI+NuevJ7ejWAu97n7uP/r0ZHAxP4Plk\nf2zMtUm2+HPPLZ47FQH5i78APv/5dvvkpJsY8oCHvwyePzmlIAsnKcuWuedPUsJ51duhIXe/pMr/\nkhJOzxl/Rvg+Q3b00DsTI+H0ntJ55pJwut5SDjUn4b4S7j9ToS+qnMJsNAHg1y+mhFcFFapywmli\nmZoTPjwcX6IsRQn383X97ffule3oFPBpNMrPt0TCly1zz73vrPHHL3/7wUG3nnzoHfaPm37nSvjI\nCLB1KxRwk7CDB2UlfN26YjuNwUeOlO8rkXC/fft2F4D0SS453HKWKKMxio6lF3Z0SQn3J+Q+IZbm\nI7FJvaTOSQWgaA3tqiWpJCLBiQvdByJGNNGuyosmESFEOHOU8BBR5vbtGFHmREcis50q4Sl2dFLe\nQ33E+q4i4da6n1w7euhahQg+J5a55yOR1qr7EFPCqd0P+PB3R+q7V3b0ZrOdFiARZaBMcqXgWCwn\nnO+T+khRwq0N3wd/n1zUiJFw31ofSgeuC6kk/HoA1wD4ENo54R+r/3COb/DJKX2RcLXan4SmKOHS\nQxArKCQRaF+t4ST8pJMcmaCBP2ZHl5TwyUl37sa0X4AqO/ppp4Xt6JISzgnTihVlAk198JxNIuF+\nTniIhB844AggJ/i+OutPpEJ29FNOKVu7x8eB178euP9+YMeOdvvAAPAbv9EdCR8fdxN+roQ//elu\nskf3FnDFymZmgOc/v6yixSbwXAmXSPjEhCPVPOCxYoW7j/72e/a4Sat0rek544X3uBJOhDikhHN1\nkpRwnzA1m3E3h2RHX7q0uM+QEj48nPee0jvpR2OrSHhIOQ7lhHMSTnnOfnGVkAUrx44uBf78vmky\nwxW8UGAxJSeczqfb6uhU0GV2tqxM8PGFngc+dvlKuN8+Nta+hv5kydpyDQ0691NPlUk4D3AMDgLn\nnSe/w2eeWex7ZMR9XiLh+/efmLni999fHN8pRUfKCT/zzLISvm6du6/+dZ6YcPfE2uLyl1Qk0h+L\nJifbDjdpLOJBRcnJkkLCpTSQFBIeUsJj6leOHb2/v1zckhMJyfYq9c3V00WL2mRbIlehvmlb35oa\ns15z0hVTwquU1iqVPUU5DlnDuRIu2bd9opxbTZzapeudQsJJhTQmPaggnU+OvT73PlSdT64SnmNH\n99+1mB09puyHAljSu2OMbDsHZHIec8VI44ykpkuuGMm6TsfHr/fMTHlOUUXCuQAiOZHrRCoJH7fW\nXmut/Xdr7ffpp/7DOb7Bq6P76otURCA3J9z/8vSVcOkLNUcJX7TIkWjapz+hDuWEc2V6+XKZIHA7\nem5O+JEj7XWdaXJExdD49aOoF1eqqDBbihJOJI23k/JhTPFehuzoK1aUz3F83N3biy/uDQnnVkgK\nEKxdW1za6oYbgLe+tWyr3b9fVuSHhx2B5tXRTz21SNyA9oST54QTYfD73rPH2fala716dbk9poRL\nJFwiRpIdPUTY6V2S3BJLluSTcCnHU0ob4STcn1zUYUf3rwmNRcYU3xs+AaAJTcyOnkrCiSjTlzpt\n38n58CXXaJ98HWMiyjmF2XjOPh1fyI7On7XhYfe+S3Z0Pn7ROfKgpa+ES+4S/k5RPYtGo/heEmnk\nSviGDY5s+8STyFyOGn7FFeX6EDMzxUnY4x2Tk87i76fvDA6690Oyo/PrSfdk3bqiK4fu7dOe1rak\nHz7sAor9/cUgzeioe76kQHdICScSXqWEkysnxcUCVCvh/vYxO/rSpWl2dL/vHDVPIhLcxusTnRRi\nRMTDJyO0PyKFISIv2dElJTxG5Lsl4d0o4TE7eoxYSsSN2jspzEbqq9R3jh1dCkyE7k8nSnjofIgo\nV12rUN8hOzr1HbLL162Eh9wvMRIeGgskO7oUfI/Z0UkJ56kw/DhojsXJuZ9mU2VH53Ov+SThPzTG\nXG2MeR5fokzRBlel6MuNW6CqlHBpMgyUlXBpMhyzuXJVz+/bzwv3lXBu3SSFUpok+xME+vLNsaNL\npOnwYTcB9b+sqSgYJ030kvuTZGvblbI5CZcI1uCgI9X8OOh6c+WJSDi3oy9fXj5HUoS5kiaRcGvd\nRO6ss8o54Sef7AZi/x6MjclK+IoV5arNpOrzexMi4SMjZTv6+Li7zrwyfMyOzgnD7t3VJJzuQbPp\nnh2pcFVVTjj13Wy6Z/zUU4sTXzo+aeIbq2uwbl1bLawi4fydiRVmCwXLgDIplCK6uYXZqG9JTePR\n7xw7uv9lNzMjKzA5yj4/n6mp9pe6H+XmbiL/fCR7fSgnnI+jvhIu2dEl5wYPTgLu+V21qqyAhlw8\nMTu6RMLXry+PUyESTtX1uULe3w888ACSMD0N/O3funWvfXzgA8BHj6M1VH7wA3ct/eeGxkTJji4p\n4UTC+VKRy5e7gAcFQ2lboPhd45NwKSAYI+FVSngoTSXHjs4nvPxdJxJBc50U9Uua7PvvRsjuHZrs\nS2oeJwwSoePHwokojZ9AfXb0KiLm54SnkHC/MFuVfdsfh0NqdZUdnQcx6rCjd9q3/2xK1d5jSniK\nWh07H34fQpbxKju63x6zo/N95irhoQCWT/xD7w53rvD2HDu6tXLAwh97uB2dxg1/7KHxzu+b9seP\nL8WOLpHw+VbCnwnguQA+CF2iLAgecaEvN4qc8oli6AuVLyEUI+H0MPpfelJUW5rc0yQeKBLXKjt6\njhKeWx3df+msdZOZdetk0sStef5E1q/a2t/vSOShQ+0BJ6SEDw3JSjjZcH2rSqPhvvROOqlsRw8p\n4RIJ374d+PVfLyvepLby9tWryzm8ZEfnOeErV5ZJOClx/Dh8O7qf2w+UyS8FQnhBr5gdPUTCJQVx\n9eri/aXnetWqvJxwn8gfOuQIMZ9Y0nXiUddOlXCuPoXs6FKwjPrOsaPHSHhVTrg/EUuZyHdiRzem\neA1DeVahL0fpfJrN9uRACirQ++Gn2OSQcOn+0CRcWidcCiCG7jG9f/6YFiLVVXZ0KYh4+unlfog0\nchK+erV7t/1xY2TEjUcSCf/qV4G/+qti24MPunvBC7w9+GBx+TQC365XeOghl3rDsWuXvP03v+n+\n9RX9/fvd+JlqR1+xwo1FEgn3AyM+CfefDyLhfCyKFWZbsqS4xGDo3Q2R7RQSLqlfkhrFrcMpOeEh\nJZzO05/sS3mjIUttjADlKOEhpbWKoKXY0SUiz0meb7Hm5yMp4ZRD3a0SLpHWnGriMUU51Y4eUtn9\ndl4jILbPOpRwXpF9vuzooT5SlPBQ8KBKCefXSmr3++YCIVfCQ1Zy6bvd356TakkJp/1ROw9upJJw\naSytE0kk3FuW7AW6RFkc/OHwJ+b+F1ZMCZfUF+qDk/C+vuLgUjW5Dyls/pd7jIRLqp6khBOBSbGj\nN5vFiaw/IaGJvd9eZUf3J8n+JOAJT2hPAKvs6JzgkwLoT6SIXEqEWFLCJRI+OurI43nnub/pGaHg\nA79+NEnzl4cB4kr4U59aLM5GShwPkFBlZT/IQiSSE3YirmvWtCd/1oaVcIlgxJTwNWuK7b5dt9Pq\n6IcPO8IBFJ9tXwnnJKqXOeGxwmw5JJw7beh8pBxqPu6ElPDQl0+OHd2fFPFxJ0cJl3LCfUu7FLTs\n7y8Xq5ICFjkknMZQaZ1wyY4eusd+0Md3DlEAMaUwW8hdsn9/O4jot4eU8FWryiR8dBS45JIyCf/E\nJ4A3vQn4xjeK7ffd5/7l5HrHDnc8Ph54wFm+68Zdd5VXxbj1VuDDHy62TU4C55/fPmYfN9/sgpC+\nEj446LYfGWm/X1Q8LdeO7t8ragPCSrgUEJRI+NKlYTu6/11N41nMxSKRcP/7IKQM+e3+JJuOO8WO\n7k/qU4lElaVWIlEh4s+t8ZwUhuzOoSBBTAknkpKqHPP2Kjt6zBouKeF12dFTggpEWpvNcoG8kEsh\nVdnPDSrUYUeXFOVcEp5jRw8p4TFCzPcZS+WosqNL745kR+f1ISQlPGQlJ7LNg5HUd2js8fsIKeEp\ndnRprjIvJNwY8/tVHaRscyLBf/D8ibk/EIeU8BQS7ttCV68ut3eSEw4UFcOQwhZTwqUJaywn3J9s\n+o4B/5oQEQWKBMm3o3MlnIgaTUhoEgs427hfGIcCB35OKVXP5lZ33yJNx02TLl+F8PtOIeGPPOIm\nfn19xWsVIuEUDOBrtDab5bWrQ3Z0UuK4Hd23stI+iUTy46C+OXHr73f540NDZVLI+6B1lFNywquU\nwhQSTsEbQFbCpYkvkXD+DMeUcL8fv44CJ3lSoMsn4dJ76k+qaQLOo8gx+3aOEi7ZTokkpNjR+fhS\nhxIu9e2PDf5xS9eQj10xEs7vT5UdXQoKSnZ0Se30n++QHZ2ntlTZ0al9Zsbth9euCJHwkZEyCZ+e\nBt75TkdU+RJcIRK+c2eZhG/f7tr9yRngVHN/MpiLt7+9vLb54CBwzz3FopQHD7r9fOADxW0HBtz1\nev7zy0r4Oee4cc3/bjPGWflz7Oj+PeF2dK6Eh1Jj/GfMWrfN4sVpLhaaG8SUcGlSGiLEkh0dKJLZ\nlMJs0mQ/ts9UJTxEREPEiBNA3rfvHIwRNE4iY0p4lRqaa0eXCGdMOY6dD1eOyeqeQsL98+HV3kn5\nNCa+lnfMpRC6VjlKeG6huVx7fYwox9olJbxuO3pKACukhFeR8JAdnebn/B32reScyHNhJKSES31w\nJTzVjs7drvNtR/+IMeaZfh44/4GzqCtakOzoQO+UcN4eyzXlql6VEr54sXuJaaCsygkP2dGlnHB/\nQkKTA34cvnLJlXCyo6cq4YCbnFKFdDpmsldRP6HCbGTdlCyFXAnPsaNTgR6geE2OHm2TcJ4Tvnp1\nkYSHJn8UrDj33OJ64L4Szu3o3MpK1vCQEu5P/kjxXrnSfcHS9nQ96H7x5ymUf+8HQvx8ek7CSZX2\n1SdfOeJEHpCV8JCSyfNrJVtyXXZ0/z1NVcL5PqsKs/lfbP6XoH+PQ+MO3XeJ4Kcq4X67P5aElPAq\nEu6PDf758AJ0qXZ0IjfcmUNtMTs6J04xJdy/D/6zlrNEWQoJp3Pk41SMhD/96W4sIUJ69Kh7V5/9\n7DIJ/8Uv3PY+CZ+YcMfCSfiuXe47ZffuYvsrX+nWJ/fxyCPAvfcW2w4fBp75zGIhOcCNb1y5Hxx0\n19oPQB486JTt733PEX/CN78JvOxlxaKoQHtM9Mc5eqd5Kk6KHV0i4f5zUKWE+2Mi2YP7++N29Cqn\nidRurTwf4ZNSri4BxUl2zI5OJFzKMeVEgpMX//h4jqlPMFLVar+dFFq6tj4povE2pPpK++zvb+e+\n+vvMIXnSPqtIuHSOvpWaK+FV1dFDynEn64SnnE9uYbYQCa86Hz+YlKtWh2zddO9Dz3fMjs6dF3XZ\n0f2+faLMA1ikvoeUcElllxRy/l5KSjgP9vN98nEwRQnnYw9d705zwufbjj4I4G9RXJaM/wwEP30C\nwr/ZnSjh3Nbof6FyRYpUPb/dV3BylHCfrPjKtP8lHlLCKeIUKswmKeH+cfgviz8hCSnhpGjGliiT\nlHCfqPmEzO+HlPCQHZ0r4VQIjpNwroTTIMQt1USqAVkJ56RTsqPT9eCTaWr3LePUB+WE+4GQ0dGy\n+h5TwjkJ96+pvwQdXae+vuIzQsGAkBLu3wPf0i4phf7El4rx0XPGawkARcKUooTTcczOuv4XLSrX\nVwjZ0asKf0nvKbejx+zbQFgJ5znhnCz6fcdqUfDocmgiz5V6SQnnFi9+PjElXEr1CSnhPLBIAYgq\nEj4z086rlAKiy5a537lC5u9vdtb1IwVb/cJsPCc8ZEeXcsK5G2hiwh3X2rXFwBG9w3ycojFNlSeM\ntQAAIABJREFUIuFr1gAXXtiukH7kiHvH6P3239f77gM2biyS8F27nMtl//4iYaZ87J07223NpiPc\nVDmc8LnPAR/6ULHtwQcdMffJfaMBPPZY+fP797vreddd7bZDh1yBtD//82LfP/4x8IIXlKvqU1DD\nv3ahoIZkR5+ddcfHvwtjdvTVq9OUcP/9SqmO7pNtP31FIuFErvr6wpN6PhGWVL6YEi4RiZASLhFl\nY8pEmbalNcWrLLUS6YrZg2NKK7VLZNEfu0JqdczuzNtz7OgxlZ36zllGzL9+na4TnnI+ITt6qI+q\nHHeuKNMznqrs5yrhVfZ6SQmX7OgpJNzvI6aE83vPrwk946HrHQoqSHZ0/m5TvYhUOzoFABuNYlFr\nroT79z3Fjk7nmELC592Obq3dGMgH93/+sP7DOn7BlXBpIitFmIH2DU9Rwn2rBZ8kS0o4HQufDNNE\nVlLC+T6lSs8+uUy1o3OS4RNlnwj4JJyTppByyauj+3375JeTcJ/8nnRS2I4uKeHcji7lhNMkqq+v\nTMJXrXK/p9jRJRJO14Mr4ZJlnLan/HY6Dppsclt8LCd8xYripNUnuaee2rb+++1+33QunITTPju1\no/s2RW5Hl9SnUHV0X32SihmmkHC61qQ00Beb9J7669CGorE5Sji3l/pKuKRshSb4fNyRrKs+gZb6\nzrGjc4Iv5YT79yFVCecEn9aH58o+nWPoehtTfHf84AZXtvmax42GewaItFO7r4SHah4QUaYgE1fO\n6R2m45Pe4VQlfPVq4KKL2ury0aOOhAPFd+3IEfd/z352kYTv3OmWYly6tKgs79rljsNfonHvXncN\nuZK9bRvw858X26gCu5/TvW+f+1dSwl/4QuDuu9ttBw86V8Hv/36x/cABp3hzEk5KuD/e+kGNKju6\n/xx0a0fn6TWchFfZ0em55oViq1wsofGCq2KpdvTZ2TaBDuWYhog/9RPKQQ+1c9t5LCc8RJZidmeJ\n6PB9crU1FCToRgn3q6N3qxx3S1pzyGyndvSYsi+p1dRGqn9qETt+3LwYXIiE++9CblBBIsT+tQ0d\nd8gyXpcd3X+OY3Z0cjHQyja+Kl1FwmmflGrnjwVEoDmp5n2E7Og0R+AcScoJfzzY0XsOY8xLjTEP\nGmO2GWOuCGxzrTFmwBhzrzHmGVWfNcasM8bcaox5yBhzizFmrfd/V7b62mqMebHX/ixjzC9afX3c\na19ijNnc+sxPjDEbYucTsqPz/CmunFB7pySc533lKuFSTjgg587yiTYNZBKRD9nRQ0q43wdNdug4\nOGni5I0iXyEl3G/3Sbj/0vlV0Kuqo8fs6JyE+5MuX+3y0wp4MCCVhJMqvWKFG6S4zdqfoM3OFnPn\n6d7QZJOuh398EglPUcL9/PsQCacCVak54dLzxEk4f554IT0g3Y7OA0l+4CpEwiVCzNfElqzKvr00\nlhPuk0JpbKAgkKS+cxLO+5Zs6qF0l05zwquU/ZgSLvXNlfBUO7ofGJPGUH58ft88FYEsfGSH5e4e\nPoby+hdVQSZ/jJmcdPvjATNy8dD15iScK+FVJPyss5zCDLTTY4BiQOD++93616ecUiThO3a4When\nn15UrXfuBH7rt4pK+COPuPPhJHpgwBFxf2zYvt1du/vvb7ft3u0s6rt2FSdVg4POYi6RcG7vP3TI\npQXxpe0kOzqNiSEl3HflhL5nOrWjd0PC/edamqdIShQdX0gJT7GjL12aNvEOqXkSkQgpxJyEh9S8\nEDmPKeFVOcf+8fHz4eQlZkeXqm/zfcaUcJqPScGAXBKeYkeXrNT+uUsqe8r5xPruNqgQCsrUZUen\n80/tWyLnvhLOre4xF0mKvd4XKrgdPUbCQwEsTvx5QM6fq/DjkFRs/7nnQUC6rtPTxbQU3rf/HXw8\n54T3FMaYPgCfAPASAE8D8HpjzIVsm0sBnG+tfQqAtwC4LuGz7wZwm7X2AgDfA3Bl6zMXA3gtgIsA\nXArgU8YY0/rMpwFcZq19KoCnGmNe0mq/DMDh1v4/DoDVWy0iJSdcUryBIgmvUqS41UKaJHMSzslv\naMIaIuG+YshJBt/WnzRMTRWXCuLEJkTC/UJaPCdcqo5epYT77SE7ul80KVUJJ3JPlhkpJ5yT8Bwl\nnOeEr1pVnHSRKm1MkYzShH/FCne/Zmbax0GKPO3vwAF3vPw4QnZ0aYkyn+T6k1wihdQ3nY9vR/eL\nDVHAQyIpS5a0LZ7+/fUtoP4953Z06Vnlec6+TbNbJZxPtqW0EYnk5eaEcxvWihXyGJCjhEuKl69K\nV5HwXCWcri3vOycnvMqOThOS2dniGCoFGmLX2w/o+e20z9C46L/v/jhP+6TnlcZLavcJtP+e+c/J\nsWNttVp6h3kuu79EGRHoZtN9btUqR0qJbIeU8PvuA37t19y2XAk/77wyCd+1y1nXfRL+8MPOCv7L\nXxYrkA8MuHoWPuHevt2ReF8Jf/RRl+f9xCe2V4Gw1pHwSy91JJz6PXTIjU10vNR+8KBr85Xw6Wk3\ntp10UlkJp7ocXAlfuTKe9tRpdXTfjh4KokvjhWRHB/JJuPROh951PhHmJDymzuUo4VIfnIhJpDCm\nTs7MhO3BMZKXakf38815kMAnlryQGd+nb4P2Uws44aRc9E4s1n19+cXTqpTjOuzoMRLu29H5PmPO\niFwlPNWOnqrsS89PyI5O24ee4xQl3Ffw/Sr1KUq41Dd3xfCAlz8m+ccdUrF9Iu+Pj/6zScEdv28p\nLc8/Dn+fqXZ0aSytE/OthF8CYMBau8ta2wCwGcAmts0mAJ8HAGvtHQDWGmPWV3x2E4DrW79fD+AV\nrd//AMBma+2MtXYnXD77JcaY0wGsttbe2dru895n/L6+AuCFsRPqVAknqyopyim5mf4E0m/nk/vZ\n2bZNKScnHGj3Q/3Tw0t9+xNZichTHjDvm47Dt1bS/vycYb+atd8eK6QVU8JTSbjf1my2j0VSwkmV\n8onX8uXFIj8hEk55mUD3OeFAUdWifRrTJsuc9NNxUOElfhwhO7qkhPsk189Dz7GjT0y0VUW/3T8X\n/5qElMJQUCemhHNF1M8rl1I4Uki4/5xVKeH++xj7Iki1o/vjAo0BixaVSXhMOaa+/TGNW8P9Y+lG\nCZcs4366Cw9kVin4sfOZmqq+N7zvkBIupfVUKeG0LX9O+HhJ4yuR89nZclDLz/3260vwnHB6h2nC\nJSnho6Ptd8En1pQTDnROwsfH3bE897lFO/ojjwDPe577ndwz+/a54/3t3y5a0rdvB17xirISvmGD\ns79TXvixY+5ebdjgrskjj7h2Itv0DFPwVFLCh4ZcYLKvT7ajS2k+3I7OlfBQYTZ6Duj7wCdtQLUS\nHvpezyHhIWXbH3NCE29OwqXxItWCStfEr68Qs6PHlHBJbYypk41GWJlMUdmr7OgpyjEneTF1l8gI\nJ8o+gU4NKvA++DH61dFTSGu3dvRYYbaQfVtS3yVlX7rvVeeTQ8Lp/HOVcCmoINnRJSWcP2v8uCU7\nOqWFSPusUtlDCrkUIPO/I3Ps6EA5IMeDgKE+Qkq4b0evIuGPKyXcGPOfjTH/nzHmj+inhv2fBWC3\n9/eeVlvKNrHPrrfWDgKAtXY/gNMCfe31+toT6OtXn7HWzgI4aow5KXRC/gAV+tKTlHC62TyHMGZH\nl1Qc+tKTJsPGpCnh/gtD/YQUvZDi4+dVSsuR0cA1PR3OCecknJOmkB09lhMu2dH9gABZpP2+x8bc\n39wm7F8TnwRS32vWuAkdrZ8dUsKliXMnOeFAcQLIj29kpHhN/eOoUtF4MKBKCfcVJcmOToozBaMk\nIiHZ0fnx+c4PyqnOtaOHgj1+wMh/fquUcIkQ83YpbcTvO0TCJdIa2qcU+KPxJVTILHXc8SfsdN0l\nJVy6VpIS7lck51/GlMPqn09MCa8a0+iax0i4FFDx++BKON9nihIu5ZAD8vPt15IIvQv/P3tvHu3Z\nVZWLfuv8Tlv9qVRSSaqSgqRIAwQIISEElKIRQkQQkSZeISBecSDE+9B7Iep9VIYozfAOUbkwlMeQ\nZiC5PPEiPgEBsbxDQenBmACRQJFUUlVJtanuVLffH+tM9txzz7n2Wr/mnKrK/MaokaqV/Vu7X3t9\n8/vmXGSTlu30Dvd68VhkwFGScHr/uELOlfDVq+sxZutW4KKLmqo5oJPwH/0oLvd10UVtO/rFF0db\nO5Hou+4CLrkEePzjdRJ+xx01aaB+H/OY2tK+Y0edXnPVVXVxNrKjA7Vb5+DBOujHxy2eoqPZ0Zcu\njdeSjiPHjm7lhEslXM4DuBIu3R1AHgnnz7WlhGuk2nLOdNnRT57Uc09TE28iElNTeju3o+co4ZYd\nPaUUWspkqu8u2zTtk7fxnNkukifbU6qqpuxbxJLORyOt1j5zSGsqqNBFwi3SmkPwUwGLlBLeLwnn\ntm5pRy8h4VZQgdTqLjs6v94y+J6yo8t2bZ/WtbICW9KOrinh2jtltWt2dL5PPp/gfaQKs6VIOB9j\nTxkSHkL4MIA/APA0AFfP/3nS8A8nC6F7kxaq7k2Gs395szU7OlfCtY+bRcKlLZRbLXIVttyccDnp\n55MGHhnnx6ERGKCpuPJ2OhZLuZSqkWy37OicXJbY0Y8erQdOOTHS8rb5NdHsouQEkNdv2IXZeN/S\njs5J+P79zf1xYk2V7+VxcDu6tkSZLMzGlXCtnfomKzpdU7rWMkde2tHl9dPub44dXaY3aOScF7/q\nVwnn+7TIrKWE5+SEa+NLiX07VzmmdAZS02VkmdQXuU/Nji6VcFKIqKIxTbiocJoVxODX2woqpM6n\nq66Gdr2pD/4MSjv63FyeEs6Pm08YUs/3gQNpEq6ttMBra/BxQyPhvA9pR+c54TTG3H8/cN55kXju\n319PIH/wg5qE07KQW7fGtnXrospM1+T734/E/NGPrkn0974HPOpRwOMeV5Pw3bvjM3jRRZFAk7qt\nKeFUpA6I7WRTJzs6UJNwUsGB5rjF+9Ds6GNj8T7QvdIKs1n3StrRrXQFLb1LCyzlKuHDzglP2dF5\n8D9n4m31LYkyTbxLlPAc0krBg5QyqVndc5VwScL59l0kT7Zb58OrlVPfKft2F1GW59NPNfFh5IRb\n7an7k1Krc+zoOUSZB5ksy3iJHV0S4qkpXWWnb7D1HHcp4ZarI8eOTn3z4+5SwlM54V1KuLSjyyCg\nZWnn33fNAs8FAH4sKcGApwgNC+OZ2z0JwKOrSq7OOTC2AeCFztbPt8ltLlC2mUz8dnsIYW1VVTvm\nreY7O/qy2vlv7gsh9ACsqKqKxfxrbN68Gd/6VpxUbNmyCXNzm1Q7OlfCtYhLaU64ZkeXk+Guj/X0\ndD3h0giFVHY0pY9PJiQJl0o4b+cReouE5yjhWv4kfxG77Oh8AsT75pZxzSINNPMDJRndty9tR7eW\nKFu1qkl+q6q+JsuW1ZZOfp2kEk7tpOScPFm38b5TJJyKpM3N1YO9VvRNKuE0Sdbs6HyJPXmt6XpI\nFTulhNM9OHAgbUenc5TpDeed196euzY0sp0i4XwSzoNXkoRT5VCgHRSzqqNb9lJqp+dvbk5X2aem\n6nx9SVopl1UL/tH+qGKpdhw5dnTtw8b7oP6PHbNJeElQgVR2OY7m2tH5/eFkdph2dD5Oyeeb2jkJ\n5znhloskRcLPOccm4TTWSSX8EY+If9dIeK8X3609e+K+H3ooEvC1a2sC/MMfxhzv8fFIxO+5B9i4\nsamEcxJOSvi3vx3v4fe/H7cPIa5Lfvvt8d+khE9O1r/fvr0m0Bs2AF+ZTzQjOzpQW+h7vbqN29G5\nEi6XKKPrSePf8uVNEq7lhKfs6FIJp3YZEByWHV2mmKTs6FNT9TU5dkwP/mt2dL6/lL1Vm3hbFniu\nhHcpaOPj9fW29mkpxzn2bU317VJbJQknMp+j7loEv4vo9asc8+Pj7XQcVdW2jFt95OaEp6zuvJ2e\nK9536v50Efxh2tF5Hv4gdnT6NvdjR8/ZpxZQ6iLh1vva5S6x7OhynqER+ZQSTnZ0rY+uwmy9XvyW\n0PtL504psvweAMCdd27Bd76zBZs3Y6jItaPfDuDc4e4aAPAVABtDCBtCCJMAXg7gk2KbTwJ4JQCE\nEK4FsHfeap767ScBvGr+7zcB+GvW/vL5iuePBLARwJfnLev7QgjXzBdqe6X4zU3zf38JYqE3FZs3\nb8bLXrYZl1++GZs2bTI/ejzvIoT4QMrJo2X/6rKja0p4jm3Nygm37OhazqsWuQdsEq4p4XLCqln2\n6FgmJuooMs8tt5SkLju6JOGaOmtNpDQ7OhAndfv396+E0/0hQkKRUUsJ13LC6fhkTri0o6eUcJ7K\nwIMBqZzwlB2dK+H82eMTXGlH533w+ystwqV2dOvZpmc4tzCbFSzjRE/aS0tzwlNKON8n1SqQHx7Z\nh6WEa7ZTqw6FdRy8D0nCpRLO++D9yOtnnU9KCecqe6rvLju6VMKHaUfnQdWuIJPmLAG67ei8D9o+\nVwmXOeGkSu/aVVdkJ1K7dWskviE07ejUDkRC/4MfxGM7fDj2wZVsIuFnnx3PZevWaEXfuDH+/yuu\nqIuzkRJ+ySWR6M/NNe3oj3hEvT65Zke3lHBO5Pk4x4MdfNznhTqPHm0/Yzl2dB4E6bKjD0LCtSBa\njh1dEmVt0kxEyiLhlvolLbWa4kb9WCpujlqdIinHjun2d61vi6CVknBSqwexo/PzkXnUpUq4dSzU\nD1+DvV/SavWdIsoWwR+GEj5MEk5r2FMwuUvxTgV9JifrnH+SQHPs6JoSLsm2dDvw+gEpJTxFwikA\noZFwTpRzlHBr/Ekp4fxdkIXZJP+S18pSwqnvq6/ehPXrN2Pz5vhnWMhVwtcAuCOE8GUAPxbkq6p6\nwSA7r6rqRAjh9QA+ixgQeH9VVXeGEF4b/3f1Z1VVfSqEcEMI4T8AHATw6tRv57t+B4CPhRB+CcBW\nxIroqKrqjhDCxwDcAeAYgNcxdf/XAHwAwDSAT1VV9Zn59vcD+HAI4S4AuxDJvgnN5kXtmk2TJpC8\njR4uyrVM5WbKvlM54UD7Y02TM00BpOPT7OiWEq71YVk3uRLeZUfX1CQihkeOxGswMdEuolNiR5cT\nZJ47qeUpc6VZ2tFzlXCLhHPbJLXPzdXbWoXZ+FJBGgmnwmbyOCwSzif2tD1FSsfH7SXKuuzoOQEP\nea25o6FfJVwjRvz6SXWSiDInxCV29C619cSJwUi4HBt4ITM55lh5zrkOHCuynKOEdxWa4228f5nX\npfVtBTLo3vNz5/vMUcKtfPOUHV0q4ak6FzwnnN6/fu3o+/dHRZjaZWE23gfQLIxIdSv4+0fkvKr0\n6ug7d0byShMuIuG7dtWquSThz31u/PsjHxkJ89lnR3t5CJGE3357nGjddVe0owPAE54A/PM/R8Wc\nSPhjHwv81V/F63ToUBz3Qohrm3/9600r+YYNdQ66RsK5Ek4FJU+ejH1cfHF93WhclddTFqAMoc4L\nz7Wj8yAIX5ZTCwj2S8JzcsK77OiWKKAp0zkknLuM+KSeO340UpyTS5pSpS1yTsoxJy5EgFIkr4ss\n9mtHzyXhKSWct/EiblIN5e3a+XCrO10rS61Oqe+5JJyr7DnW8EGU8C6re9f9yVHZreCOVI6lEs6L\np9HvUvtMBZnIwSCJP3+nZPqIfEc0gs9T1ihQw49lUDs6iT/ascg+qO8jR+pvlqaE8+NesqR5/uSg\nW4ic8FwSvnn4u46YJ7uXirY/Ff9+fe5v59t3A3i28Zu3AXib0v41AFco7XOYJ/E5SE1OtUgMTdD4\nzeZ2T3pAZB8yn1FaMLjqZn2spaqXIuGWssMnyVrkHqgnHzKo0G9OuKYinDjRnVMp21MkfGKiLphi\nVTA/fLhe1otPxrQCZbl29AMH4n737o2TYL7Pw4ebJFwuUQbEiSVVDubXjyaXFKSQ5yJJOC2txiec\nnIRLci/vS5cSzu3o5Ag5dqxtqeVKobaEWhcJlznhVmE2zRpK7wEnNPKd0Rwelsqu5WdSlBhokkWu\n9uco4TTuHD1aTzgsQpyjhOeQcCL9OUr4kiV15Wvtw2Yp4Vbetka2rfORBL9LCU/lhNMxUkBPjmn0\n/MhaGVwJ52MaD9zlKuH8feKW+xwlnCv4vAgY5W7z8WhyMva/f7+eE37//bXaDNQk/FvfirncQJuE\nEzknJXz16kjCadurrwbe+Mb4/4hw/9f/CvziL0Zr+s//fGy74Qbg5puBL30pBh5o0vfUp0bCvmNH\n7AuIJPyee+L1OH68vv50vOPjNTHv9eo87+3bY3/82gNtO7pVm2Pv3nI7Or9Xo1DCS3LCtT6sCblm\nR5cWVI3gp+zo2j65xVojRTyoaJEoy36skVZSNE+ezLOj96OEp84npVbL466qevkzaieVvUsJTxVm\nS5FLq295TbR7XEKUreMosdenAgo59u3U/SlV2S0ruVSrOXGl39P2pWq1fHdozOwKbKVs5/I8+ba8\nHz4m5ZBw3k4ciTsx+PaWpf3w4fr7xMm5FDyPHo3PAz0T5PSQfS8qCa+q6h+Hv+szE/xmlyjh/KHj\n7UeP1tEcqUBrChFX77TJfcqOniLhvV63Ej41VRMyTfGm86aPBFd4S5RwScIPH47XXE5W6Xpo7ZYS\nTvvjKntKnZV2dK5EAnWOoUbCqRo7J8U7d8btly6tBzMiZIcO1dvKyR8NNmvW6GuTE1keH6/PcXKy\nnlx02dF5++Rkk9xzsk3nTYXg5HFodnR+XXfvroMPVk64VCFTJJxH7Evt6NSPfGe6lPDU+yHVVooS\nU9/0Psqc41w7On9n5ATcsm9rThbt48Ov9dhYPfGQ40WOEi5VNn58dN+OHbML21lBD82OLvumY0zV\n1bBywqUd/fjx+lrwfVrBSU7g+PVO5YTL53turt52bKy+n3KJspQdndYDp2dl3Trg3nubYx1QW9K5\nHZ2qo2/fXtdSoG137QK+8Y2aLJ99dlSbjx+PSjbZ0Z/0JOCXfikS9ssui20hAB/9KPDkJ0cVm87x\nGc8AbroJeNvbgDe/uT6GV70K+M3frNV/AHja02IfJ07UY+LMTBzbbr+9VsyB+Pd/+7c4JpISDtRj\nGlfTLTs6BUOJkNDzwZVwLbhi2dEtEk7v3jDt6NJtZwXQUkq4RaxJCdcm3qlJvTaGamr1oEp4ihhJ\nIkHjXI4dvVQJp35SynGKWPLjJis6Pd/cMm6puDn2eut8ZMCCnzvvQ6rvo7Sjd1nGed80D5WW8VIl\nfGLCDkBYfefY0bWAElndaZ156/lOBbD4deJ955BwK02Ek3DOYzgJL8kJ5/ukebg8bjoWLQAINL+p\nXQFGaqN3h8bZhVDCc6ujXxtC+EoI4UAI4WgI4UQIYf/wD+f0h4wwaw+YFuXhDwZvz7Gja+1cCU/l\nhHMb5eHDdV6IfPBycsKtwmxEmqTaRQpjaREj3k4vqCzA1s864ZwQ82silxFLVUefm2sGGjQlnP7/\n0aN6vjm3TNJxk1VUs6NLJfzBB+PzdPJkfR+1nHCyph882L1OOL9+sup6lxLeZUena33kSJzw04RY\n5oT3U5gthLpvqzq69ZzR8zo5WU/OtHdJqsH0DMuATNd7atmdU9brLhKuWbCsmhOW9Zo+6vy68vZc\nJZzOR/sIapbxkvMZphKeygmXSrg87q7CbPv2NUkWJ+FynOJLv9E+pR2drq20kqcKs9EyZ9PT9cRt\n/XqdhFNxNs2OTkXZCJyEP/GJsW1iIm7/lrfEvG0izM97HvDxj8d+nsTWWZmdBf7mb4Df+i00cOut\nwK//elTDCW98YyzEdiErz0pKOM/nBqLy/rWvNcdVLSccqAOnJYXZKMBHkzi6RjIvEajTLDSnhLSj\nk8uBxp1+Sfjx4826CFxFou9Rjh3dmpBrE/hcO3rXZL9ECdfUQ9lHihgRUdbUvFw7eokSztVqTZUu\nIcRc3eXHUkpaU+SXq+wpJXwYdvQcJVyucU33R1s73SLy0hmRIvJWu6Vsd7kuUteKP8taQMXqg38n\ntX1Kwa9UCbeCY8eOtYlyiRJutdOYJwk+3yefq3A7eqowG10rSeSBejyV4+Bi2tHfjZgL/f8iVkp/\nJYBLhn84pz/4Szc3p6vY/KFJKeGShEvF2yqSND3dHJhTipScsNLHniYTdBwnTtgTVj6Z4Go6HR8R\nMknCaaKYmxOuFRzT7OhUDI2KtdHEK1WYbd++NjEkgr97d23FTCnhfDJG0JRwOpaDB/WccDkp1Ihr\nKif8wQeb+Yn8+Kam6m1539o64SdPxr5ImaZgAFfCLQcA3XO6B5xA339/897y67prV8wXldeaX9cu\nklJVTbJI99GygHIXAJ/4EhkLoQ4Y8f1R/hCp2ZK4HTtWR6yB5oS4qmJ7SmnVSDiRdl5EhY7l2LHm\ndZXuG4vIW2RWKl4aCZe2U8synqOE87Gh9HyoWrc8n507bYLfT3V0qYTL46ZAhkayqqqZt82DHlqQ\nSY7F/F3jYwkn4bmF2eRYRyScBxyBmljnkvDvfz86cSifG4hE9o//OJLzMRb2v+464ItfRAuXXhr/\ncExMAO96V7Nt/fqokJPFndqWLIkKu0bC+bhK5zY5CVxzTd1OY5ck4anCbHJ8Jzs6H/uAekzTvmHH\nj8f/ymA3PXdjY013EA8I8pQZbZLJA0t0PeW4lUPCpeJ99GidqynVqBwSnrKj0z414pEzeefEzbKj\na+ScExrqR1MKLYI2DDu6pRynVFVOkmV7vyp7yfmk7OiDkvBcJTyl7HedC22rPbNdJJzuGa+MLvvO\nsbrz89SUcC0gJa93Sgmn+Ue/Srj1vk5M1GOYRsKlK6YkNYXGPE0J54FE2Qd3IfF9anZ0yb+4Ej5q\nO3pudXRUVfUfAHpVVZ2oqurPAVw//MM5/SGVcO0DJy2T9KG17OiWEq4tFcKJA39IqQ+uXMpIOpFw\n/rGmD7DMbdWUPksJX7UqTkhylXAiQZZCyY+FJjXSWkq5jFphNgpO0PWmYIClhO/cWU/LRH2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d27N18J37VLd4loSrj2HnAlvIuE07th5YRz9wg/FjlppcmvtE+l7OgyQEJEmb/r9CzQkj5dpJXG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\nYOzb7fIRZV8HDmV4P/h9LPERZc1EaTcCJwF3AlcDZ1T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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# With chromaticity in horizontal and vertical. With linear synchrotron motion.\n", "chroma = Chromaticity(Qp_x=6, Qp_y=10)\n", "bunch, trans_map, long_map = gimme(detuners=(chroma,))\n", "\n", "trans_one_turn = [m for m in trans_map]\n", "\n", "map_ = trans_one_turn + [long_map]\n", "mean_x, mean_y, sigma_z = track_n_save(bunch, map_)\n", "plot_data(sigma_z, mean_y, Q_y, Q_s)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Transverse detuning with amplitude such as from octupole magnets can be included as another type of `Detuner`. With an initial dipolar offset (\"kick\") in the transverse planes we can see decohering centroid motion:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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ss3w+yzFiQM0AODCw07G/KZ8thlpLXCwv22PMJN/M5+uvX/2Nx2cPOE0tBWAM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\nrsbZ0bE79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p31Eu+lmNCY5daV2QPZZni95rT6Gzf4K5XQXFZVvqv1wsAOA2FLi5LlPfH5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JUu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\ncfcVZvaumX0MjAGeAT4FFgJTC2666VMLedzRzM4D1gJfAf9IftQiIiKZx9w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uvvhiFRcX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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# With amplitude detuning. With linear synchrotron motion. With initial kick.\n", "\n", "ampl_det = AmplitudeDetuning.from_octupole_currents_LHC(i_focusing=200, i_defocusing=-200)\n", "bunch, trans_map, long_map = gimme(detuners=(ampl_det,))\n", "\n", "trans_one_turn = [m for m in trans_map]\n", "\n", "map_ = trans_one_turn + [long_map]\n", "\n", "# kick:\n", "bunch.x += 0.0003\n", "bunch.y += 0.0005\n", "\n", "mean_x, mean_y, sigma_z = track_n_save(bunch, map_)\n", "plot_data(sigma_z, mean_x, Q_x, Q_s)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We add both chromaticity and amplitude detuning to the tracking now:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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TCO34OLB+vTwvJIV61Sp5zDgXgFTzPTEB/NIvAR//eG/MY2P5m5JRfCE0tRdo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\n+9YYhyRJkiRJS1bnJd8HZ+abM7OTmdOzjxrjkSQ1UHe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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# With amplitude detuning and chromaticity. With linear synchrotron motion. With initial kick.\n", "\n", "ampl_det = AmplitudeDetuning.from_octupole_currents_LHC(i_focusing=200, i_defocusing=-200)\n", "chroma = Chromaticity(Qp_x=10, Qp_y=6)\n", "bunch, trans_map, long_map = gimme(detuners=(ampl_det, chroma))\n", "\n", "trans_one_turn = [m for m in trans_map]\n", "\n", "map_ = trans_one_turn + [long_map]\n", "\n", "# kick:\n", "bunch.x += 0.0003\n", "bunch.y += 0.0005\n", "\n", "mean_x, mean_y, sigma_z = track_n_save(bunch, map_)\n", "plot_data(sigma_z, mean_x, Q_x, Q_s)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Dispersion effects from the dipoles can be included in the tracking via the dispersion functions $D_x$ and $D_y$. In PyHEADTAIL, dispersion is modelled ad-hoc by subtracting and adding the dispersive contribution for each particle before and after the betatron tracking in each segment:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Non-zero dispersion; ensure the beam has been \"blown-up\" accordingly upon creation!\n" ] }, { "data": { "image/png": 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8kS5durDlllvy9ttv07t37z9ss3DhQpo3b64iNol0R7YcmfDtkCTPunXwww/lF6eLFgWv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/DB1x9Q/8n6zPx2pt+xwqlcOejSxRtObAZVq1LxgS688mE5Xn0V6teHadP8DimJavjrM6jQvx6L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\ntMiezHbrZnc9MrS1u+aNSyQtXWr/eF92mY0NTsL78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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# CASE VI\n", "fig = plt.figure(figsize=(14,10))\n", "ax1 = fig.add_subplot(311)\n", "ax2 = fig.add_subplot(312, sharex=ax1)\n", "ax3 = fig.add_subplot(313, sharex=ax1)\n", "\n", "fig.subplots_adjust(right=0.82)\n", "fig.suptitle('Single particle, dispersion')\n", "\n", "n_turns = 2\n", "n_segments = 5\n", "\n", "# Initial bunch distro to be used with and without dispersion\n", "# for direct comparison.\n", "bunch_orig, _, _ = gimme()\n", "\n", "# With dispersion.\n", "D_x = np.zeros(n_segments)\n", "D_y = np.zeros(n_segments)\n", "D_x[1] = 4.5\n", "D_y[3] = 2.3\n", "D_x[2] = 4.5\n", "D_y[4] = 2.3\n", "\n", "bunch_wD, trans_map_wD, _ = gimme(D_x, D_y)\n", "copy_bunch(bunch_orig, bunch_wD)\n", "\n", "# Add dispersion (manually for now).\n", "bunch_wD.x += D_x[0] * bunch_wD.dp\n", "bunch_wD.y += D_y[0] * bunch_wD.dp\n", "\n", "x_i_wD = np.zeros((n_segments*n_turns, n_macroparticles))\n", "y_i_wD = np.zeros((n_segments*n_turns, n_macroparticles))\n", "for j in xrange(n_segments*n_turns):\n", " x_i_wD[j,:] = bunch_wD.x\n", " y_i_wD[j,:] = bunch_wD.y\n", " trans_map_wD[j%n_segments].track(bunch_wD)\n", "\n", "# Without dispersion.\n", "bunch_woD, trans_map_woD, _ = gimme()\n", "copy_bunch(bunch_orig, bunch_woD)\n", "\n", "x_i_woD = np.zeros((n_segments*n_turns, n_macroparticles))\n", "y_i_woD = np.zeros((n_segments*n_turns, n_macroparticles))\n", "dp_i_woD = np.zeros((n_segments*n_turns, n_macroparticles))\n", "for j in xrange(n_segments*n_turns):\n", " x_i_woD[j,:] = bunch_woD.x\n", " y_i_woD[j,:] = bunch_woD.y\n", " dp_i_woD[j,:] = bunch_woD.dp\n", " trans_map_woD[j%n_segments].track(bunch_woD)\n", "\n", "# Plot horizontal and vertical position of a single particle\n", "# with and without dispersion.\n", "kk = np.array(xrange(n_segments*n_turns))/float(n_segments)\n", "wD1 = ax1.plot(kk, x_i_wD[:,0], 'b', label=r'$D_x \\neq \\, 0$')\n", "woD1 = ax1.plot(kk, x_i_woD[:,0], 'g', label=r'$D_x = \\, 0$')\n", "wD2 = ax2.plot(kk, y_i_wD[:,0], 'b')\n", "woD2 = ax2.plot(kk, y_i_woD[:,0], 'g')\n", "\n", "for j in xrange(n_segments*n_turns):\n", " jj = float(j)/(n_segments)\n", " d_corr1, = ax1.plot(jj, x_i_woD[j,0] + dp_i_woD[j,0]*D_x[j%n_segments], '.r', ms=10)\n", " d_corr2, = ax2.plot(jj, y_i_woD[j,0] + dp_i_woD[j,0]*D_y[j%n_segments], '.r', ms=10)\n", "d_corr1.set_label('Corrected for D') \n", "\n", "ax1.legend(bbox_to_anchor=(1.25, 1.04))\n", "ax1.set_ylabel('Horizontal position [m]')\n", "ax2.set_ylabel('Vertical position [m]')\n", "ax1.grid('on')\n", "ax2.grid('on')\n", "\n", "# Plot dispersion functions.\n", "kk = np.array(xrange(n_segments*n_turns))/float(n_segments)\n", "\n", "ax3.plot(kk, np.tile(D_x, n_turns), 'b', label='$D_x$')\n", "ax3.plot(kk, np.tile(D_y, n_turns), 'r', label='$D_y$')\n", "ax3.grid('on')\n", "ax3.set_ylabel('Dispersion [m]')\n", "ax3.set_xlabel('Turns')\n", "ax3.set_ylim(0., 1.2*max(np.amax(D_x), np.amax(D_y)))\n", "ax3.legend(bbox_to_anchor=(1.12, 1.04))\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `TransverseMap` consists of many segments represented by the `TransverseSegmentMap` instances. The betatron phase advance as well as the detuners' action are distributed among the segments:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Q_x:\n", "12.856\n", "12.856\n", "Q_y:\n", "11.862\n", "11.862\n", "app_x:\n", "4.0\n", "4.0\n", "app_y:\n", "2.4\n", "2.4\n", "app_xy:\n", "6.0\n", "6.0\n" ] } ], "source": [ "# Test how detuning parameters and betatron tunes are scaled\n", "# for the TransverseSegmentMaps.\n", "Qp_x = 8.\n", "Qp_y = 10.\n", "chroma = Chromaticity(Qp_x, Qp_y)\n", "bunch, trans_map, _ = gimme(detuners=(chroma,))\n", "\n", "i = 1\n", "\n", "print ('Q_x:')\n", "print (Q_x / float(n_segments))\n", "print (trans_map[i].dQ_x)\n", "\n", "print ('Q_y:')\n", "print (Q_y / float(n_segments))\n", "print (trans_map[i].dQ_y)\n", "\n", "app_x = 20.\n", "app_y = 12.\n", "app_xy = 30.\n", "ampl_det = AmplitudeDetuning(app_x, app_y, app_xy)\n", "bunch, trans_map, _ = gimme(detuners=(ampl_det,))\n", "\n", "print ('app_x:')\n", "print (app_x / float(n_segments))\n", "print (trans_map[i].segment_detuners[0].dapp_x)\n", "\n", "print ('app_y:')\n", "print (app_y / float(n_segments))\n", "print (trans_map[i].segment_detuners[0].dapp_y)\n", "\n", "print ('app_xy:')\n", "print (app_xy / float(n_segments))\n", "print (trans_map[i].segment_detuners[0].dapp_xy)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A `TransverseMap` knows about the optics at its \"injection\" point, i.e. $s=0$:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Non-zero dispersion; ensure the beam has been \"blown-up\" accordingly upon creation!\n", "{'D_x': 0.0,\n", " 'D_y': 0.0,\n", " 'alpha_x': 0.0,\n", " 'alpha_y': 0.0,\n", " 'beta_x': 66.006399999999999,\n", " 'beta_y': 71.537599999999998}\n" ] } ], "source": [ "# Test if optics at injection are correctly returned.\n", "s = np.arange(0, n_segments + 1) * C / n_segments\n", "alpha_x_inj = 0.\n", "alpha_y_inj = 0.\n", "beta_x_inj = 66.0064\n", "beta_y_inj = 71.5376\n", "\n", "alpha_x = alpha_x_inj * np.ones(n_segments)\n", "beta_x = beta_x_inj * np.ones(n_segments)\n", "alpha_y = alpha_y_inj * np.ones(n_segments)\n", "beta_y = beta_y_inj * np.ones(n_segments)\n", "\n", "trans_map = TransverseMap(\n", " s, alpha_x, beta_x, D_x, alpha_y, beta_y, D_y, Q_x, Q_y)\n", "inj_optics_dict = trans_map.get_injection_optics()\n", "pprint.pprint(inj_optics_dict)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(array([ 0. , 4.5, 4.5, 0. , 0. ]), array([ 0. , 0. , 0. , 2.3, 2.3]))" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "D_x, D_y" ] } ], "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": "2.7.11" } }, "nbformat": 4, "nbformat_minor": 0 }