1189 lines
1.1 MiB
1189 lines
1.1 MiB
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 15,
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"metadata": {},
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"outputs": [],
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"source": [
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"#Funktionen und Abhängigkeiten\n",
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"\n",
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"import time\n",
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"import os\n",
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"from ipywidgets import interact\n",
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"from scipy import signal\n",
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"from scipy.signal import savgol_filter\n",
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"from scipy.stats import pearsonr\n",
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"import numpy as np\n",
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"import matplotlib.pyplot as plt\n",
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"import soundfile as sf\n",
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"import pandas as pd\n",
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"import csv\n",
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"\n",
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"# Soundfile laden\n",
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"def load_wav(filename):\n",
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" y, fs = sf.read(filename, dtype='float32')\n",
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" return fs, y.T\n",
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"\n",
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"# Sensitivätskurve Mikrofon laden (normiert auf 1000 Hz)\n",
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"def load_transfer_function(filename):\n",
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" df = pd.read_csv(filename, skiprows=3, header=None, dtype=float, sep=\";\")\n",
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" frequencies = df.iloc[:, 0]\n",
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" gain = df.iloc[:, 1]\n",
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" return frequencies, gain\n",
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"\n",
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"# Transferfunktion für frequenzabhängige Veränderung von Signal anlegen\n",
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"def apply_transfer_function_freq(signal, fs, frequencies, gain_dB, delay_seconds=0):\n",
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" # Signal in Frequenzbereich fouriertransformieren, Frequenzbins berechnen, linearen Gain berechnen\n",
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" N = len(signal)\n",
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" freq_signal = np.fft.rfft(signal)\n",
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" freq_bins = np.fft.rfftfreq(N, d=1/fs)\n",
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" gain_linear = 10 ** (gain_dB / 20.0) \n",
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" # Gain Werte interpolieren auf die tatsächlichen Frequenzbins\n",
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" # Phasenshift für die Verzögerung berechnen\n",
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" # Signalfrequenzen modifizieren. \n",
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" # Signal wieder zurück in Zeitbereich\n",
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" gain_interp = np.interp(freq_bins, frequencies, gain_linear)\n",
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" phase_shift = np.exp(-1j * 2 * np.pi * freq_bins * delay_seconds)\n",
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" modified_freq_signal = freq_signal * gain_interp * phase_shift \n",
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" modified_signal = np.fft.irfft(modified_freq_signal, n=N)\n",
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" return modified_signal\n",
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"\n",
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"# ANR Algorithmmus\n",
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"def anr_function(input, ref_noise, coefficients, mu, adaption_step = 1):\n",
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" coefficient_matrix = np.zeros((len(input), coefficients), dtype=np.float32)\n",
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" output=np.zeros(input.shape[0], dtype=np.float32)\n",
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" filter = np.zeros(coefficients, dtype=np.float32)\n",
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" adaption_step = 5\n",
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" \n",
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" for j in range(0, len(input) - len(filter)): \n",
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" accumulator=0\n",
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" for i in range(coefficients):\n",
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" noise=ref_noise[j+i]\n",
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" accumulator+=filter[i] * noise\n",
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" output[j] = input[j] - accumulator\n",
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" corrector = mu * output[j]\n",
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" if (j % adaption_step) == 0:\n",
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" for k in range(coefficients):\n",
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" filter[k] += corrector*ref_noise[j+k] \n",
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" coefficient_matrix[j, :] = filter[:]\n",
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" return output, coefficient_matrix\n",
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"\n",
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"\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"C:\\Users\\phangl\\AppData\\Local\\Temp\\ipykernel_15804\\2633956168.py:52: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.\n",
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" snr_before = 10 * np.log10(np.trapz(desired_signal**2, t) / np.trapz(noise_signal**2, t))\n",
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"C:\\Users\\phangl\\AppData\\Local\\Temp\\ipykernel_15804\\2633956168.py:53: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.\n",
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" snr_after = 10 * np.log10(np.trapz(desired_signal**2, t) / np.trapz(error_signal**2, t2))\n"
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]
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},
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{
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"data": {
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F19E4h5wbn3r5U3NfQ4vqtABDbeU7f//O3NfdsPYG3W9S2Vz/8PUVjf1oZxgtCOaF+uXHX/Z4vRB5/dp8adHOFLKzp37rqXqBKi/0LlFbT7sg83Luz8/Vi92V7Hh71nefpecUlaQzFfONmQIE8FnCfx7/n+oXZ/9CPWPxM0z4AFrx4vAnNapGLWxZ6A2NwsADPIFW/t73h/fpRQIemFEnwQsKMgY4TUZ4Yj2/eb4lgFNHJAfMM8EDnBp4arA/dfOnrPjfJLB2zOkw8aZpss6iMf2N2No3fcVXhupNioksynIIlFWdq9SS1iVWqJfpCA34WABf3bnaCMrTOQ44D2gPnX+oWtWxKlfYIDoNe926dZN6KjbH/6YdDrz7Y11XZROGiYC8nGhQR/9oEk2Qp8Jhnz9MPf+K50/587D498pjXql/0uLKVMbj/sV9v7D+f7KEYYYmi9QHULtOk15q+yfb/qgv4nfgZY9+2aTuPuAzGh6/8vHmEFp3nDARuELuN+/45qSEY/jtw781v5MHdTWehlnQGIvzweMu8lKarDy4h2qP1/bIo/U1V71Gexd/967vqonC9YK6Y+sdE3JfmmyTEwKJLtz+jRcSfnghjRZKKNzQeJETdBrzVeOdGVqYovaHBOLxIM+iqTa/bHtX3nOlfrcIqpfxeFvL9pzG1uMJwfSrB341IQujri3zLrXxLAqRI0K1Czgk5pOIR+JntQuHMlTZV279SlX3kO039VEkhlYKLYzx/KjS5yD7u/P+O613y114y8ON65P6/d3a341rd5Y8KL2a9Cv12pVOEFQflTpByL6l0nZAft8dh5VDiqWVLr5SeDamknNK3PCbm7rzhyP926a/Wb/n7XfluUE/uecnudMj57ItvdFuRppD511Ul2Nv6st4bl4O2T5W0n7LNoAWJvLCOwupfc/rlPC9f34v5RBSjod2J/1R3j6A5s3s8EQOPXk8x+kaDk9HecqzSEqLdVxf5EiXd0F0Kua7MwUI4LOEwxcerp532PPUYXMPM96p1Blyh0ifmcMx4xeaQ6Asb19uvg8Srx2Gy0t6zB8w9wD9k4Qo8nKmzsaEQGmKQ6AM7El5fFeypWY6QpMvHjzTdh+Zp3mN86LtObE4TI06e4A/dsVj9c/p7H3MuMImxfCkTprfFxJml7TFeeydvh7gFJ+eO+Jl7cvMroXpfHgnLzYcuuBQtaJjhf7d3UVQRMy7f+/8tznkdc3cNYUI4JTHqx+82ppskYcreSrw5G+yBWAXHlSefsjpZuFrPAJIJdCkgCeMbz/57SlxcKKhSYncdk7eqCwaTqb93bn1Tv3z4HkHq8ctf5xJezJgT8czDztTrWhfoQfld26L0p9IeNJLOypowZjecd5pM5Hc8MgN1hkIV9535YS3V+SZS84FLznqJfqzicwH2RUvSjzn0Ofon+4W5Wptj/q0z9/yefP/5CE1UbF8ub08Zc0p+idPKMf7/skt8+R5ORGLM9Ru8viNkG1sNVB98AIVjwXHG7LIrfNKPUUl5MghFySoLam2HCmvN2+0t2//9iF7waYSXI/mat8lei7ZF9J9q12YdXd6VdseuuXk/n9e/rzhz+O2A1n/JLRVszPV7YOqEfSlYEx9T6Xtz0N7Hxr34oQM/1HNDjYpwHN/U4mdSpuvNIQcn5kjBb9K0pbh6yodU8hF+ErHfHfvSMqMFtkrSlfUcSXtg3v+EfereZD9F5d5nn5Xvqs6jGLOMBzuODbvnM0VhvPOUWT98Xw3D3dtv6tiGyAdhXczEXkXh2UZ3LEt34I6LcgytGicp87chTx24svC1XXy7A5237dKzgpBjPd8QACfhbTOSQ7BZFG7vbHdCODkPUDCWOhwTCkwTPcYx5OFFGq5EeXwJy0NLaqjscOE+mAvFTp8dE7dHMsDnD2+yQOfoIHm/tx4yYlYc0Oz9trjPM5vmq9/Sg9wFi9PXHbifiOAcwdIghN7DsgJLb1fnMfpHAKFPR4WtSzSdsmLNuwB/uV/fFnHi5suB2HJeN9U9iTAVeqpMeke4IuOMuVY6ZbR8ULtMdcdC3ov/clLU3E9pwrqG3gi/eTVTza7YqZKACdvXhpIP3rxo9ULjoi2EI7X0zILmqiR5x4t8H3stI8Zj9SJDnnhwoLLMUuPMYcMT5YHONcdLUAdt+w4/XslMSHzwvc89YBT1TMPfuakhFuhSRz3P+968ruMwDGR/S+LPrRj5dglx0543dAElt4zOnvg5Y9+uf5sohYkyGOLxoLUntHONUrrLxv+MiH3ZsH3hUe+MOUJVy3U1tC4lfozemZ6FydisYFFiqcd8DT9s5p4uG6/S+Nu2vX27EOerT8bz0GYJPzzZPnFj3qx/jmehU4Sc6jsOhs79a4wEv/Hcz+ua3akGY+3Pwtj9Gyu52Ul0JiU6oB3vlIeqw1Zxt729I7IBclK4XkCvcvVirW0eCGFE7pnNYcQ8gIVU02/6d5Dik15ke8FeURW+p6s7baFwUp3RlB7Iuuh0jNyqD7k9ZUI0Lz4IHdeV3q9K4xWUgc03pY7WN36rEQoJHG5kn5V2lslbQ+lIYXsPOJkqKzyONYwsv+qpH+oRkz1tQ15x9RuennnKO51ectGlkVe23Pz4i7ihHikK9m5nLePkTuIqD8ot5vYV795dra4Cw158uSeV1SJPYJ8QACfhbQ1JIdgSg9wFsZNeJTYo3VZ2zL9k77LnRiJ44ddepg67ivHzcoTvmWoEiOAx6uiPDjnATH/nQ+/tATw2LPiyEVH6p804dyfFxXkNjKyF+pgpAc4YTzARQxwPjhwOntMux0exaGmybbcWknhT9w8Tve64okph+6gASRNNCjuKcWLo9iF0wEeZJKHPS3YGQE8x6BlMqEJEU86SYBc05l4gE/lgaLczlB9vvNJdpy+1xz7mqomMeOB4l1S/kn4Jm99XjCqdBJXLex9/eIjX2x2N9CgstoYreVg4eOklSepNz7ujVr0JNt80Y9eNGlpysH+MUuOUQfPj8qYFkImYyGVJydUp8cvjdrs27beNmk7PWjn2jMPeqY31MdEpUFtNYmbJDzRAqzrCTYeeIJ1yPxDtDf7eMXO0GSMxg+8+DFRz08HQxEvedRLjFDLBz6PBxo7cr/PC1O0UDzeM2ZY7Kb370mrn5TysBvvfV9zXNSGko2MZ4zGIhy1SbQ4N16boLKkhT4KsfOMg56hPxtPaBB+Fno2HpflFSF88ILPWYefpX/eu6t6b3cWxjjUU7WhXrh8aLzG7001Aq18Bj6Y++G91S3wcvqnHniq/rm+e31VdUd9DZ3zRO0aCfuVitd6i3881uLF/GrqnxcUjlt6XFU2Sc/BC4g8Z6o0pjkL4HzuVaX2QqIozcno3aLzNej3Spx0KM90jZw3VrIg4e4MqUTQ9dliJWMvV9irxAOcFitkOVF7mdcRgOxX2go5luXdgUJpyjjvlYTdcfvNvPMKSk8KnGQzeTURtz7zPi+HPzFp5uzz3evyeoC7z+neJ4TMD40d84xJXQE8r83K0J15xWL33nkWQd28c+jTLNx6zVPPbjrTWUvYX4EAPoug8BPLly9XbY1JCBQWuUkAJy9Q9j4gcZwH+SyA02CKOxcaSFAIBWqsJvMgrOmK3BJIq6g6znfsAd7ZFAngC5oX6J/cmfN2VxMCZd8eI6RTDGbyEN/f44D7OlgWwJfPXa5tkL2j6bsswpL3Ii8KTKVoWA3sFUE7I1jU4K2aLH7KMC/7iwAuPcApdAbzmwcrO4RmIrng2gvUvI/NU2//7dvNRI7ibBMcAqXcQJXbvck6FERvXRzu020nCV3kNUeTJRrIT+WghQdzJDQ/97Dnqv86/r/0u/apZ35KnXXEWeOKT1oNHH/xWQc/S/+cSg9wEgY5ju25x5yrF6poEkt9WJ4B63jj09Pul5+89Cd6MZRieF6x/opJsz/2+D126bF6UYi8GqmfnuhwWjRx5/aM6nIyPcBNqKP5h6pnHPwM4+05kfHjWeijNpzq64TlJ+j/l2FsJkMAp7xNVB/HghAtxvIiD/VPfBbJeNo+3r58wrIT1LMPfnZVW/iz6pbeSRIgeRF5vCGjWKAhwe2JK6MdMOP1ACcPThbNnrLmKWY35HgOOGa7o8Oyyb7lZ9XAk2kaQ8pF7Gphr0AK5XXIvEOqbrPJ5lrnt5oxIfdB1ZYdtT88ZuFwP9X2JfK9HE+/RM/EQh/vEKimf6H2gNPn+1QTM5sXG2iMxIsrlYq+1G/Q3IT6EV60qNQ+SejicRnnp9IFBpoH0fyUnoMXBSoRgMn+tg5HdXPG4WdUlQ/OA42N+YycSuqFhTiqCxbxK2nn5CH1BM3JK1l8Y69m6h8qrQPOJ7dRZBfcr+TNN+2GZv0gb5tEY2Z6H2g8TTupKxGj+R3iuTS9m7RDJg/8fLxYkjdNHuPX19ZrW9WxtQd25ep3qxFGfd7BeUOguNflTc/9nhsv3QfNf+R4jWwnz3zYbYfz6CGkv8hnpLTyLDS5C0R5Frfcc73ytEmup32ekFJuXeVdeJvs+e5MAgL4LIJeiPr6eu09SdAkmb2WudGX4VF41ZXjGRMk9Lgv40QfHLU/IBtl8r6hAWPIA5wH2/z/0gOcRQqaBPLneeNrTUfcRpsafpPH1kVRDPDYnki4obKjrcBHLow84GnwMN3zzweH0NZZFjU41jAPFk0M8GksgHPoEBbA2UOXJkzywBLyBioiLA8NYD7z18/o9+Tjf/m4uu7haKHt0YuiiR17gJdb7ed2b7IGBCy8kLdqQ12D/sfPNpVxwLmdYS/gr5zxFbXtf7apC55wgfFyo7qdipA25O3z03t+qn9/0ZEv0j/zHlo6XmjgTafIU1tC3qskcFDdk0A0mXXCk0t+j2jSeenpUfz1z//j85OysCe3aJMHeGN9o2l7KvUWyztBpH6K/rF3qA6ZkHOSmQdqa6RARfV2xMIjdPlVc4hZnvAkxMmrTp4wr2G3zMgGSUShSTJNzvJMICsRk49YcISuEx578ISr2raPylqK63xGBy0sjbf94IkqC/b8XlYj+PneP7IZWgyaiNjidE/y5iNBhdovEq3HG7Ob64ZsgstgPHmXAjiLuSSIVNtnc/tIi/ncl1TjHU02t6F3gxkrPW5FdD4BCeLVeNBzv0HOOrQoo5917zq9SFEpLLJQW212JlWRRxb3Seg7evHRVbe7NG6m+RiNhXn3QjU2wddQ3bFgW2mIOC5nWjynUFfys0r6f9719IRVT7CerRovfa6jSvJC9re5d7PVtpNYWcmOZTlGNuOHCkLbsX2QCGx2BlZwPfcTVA88P6wkFAL3PxRKrNKxD9sxLabwAc55HTo4j1RmfCZO3vpnbYHGMTyOzttfcv6ov+IQpHltl+ua7TWvrfEcj+qY5rgskubpd3mxjEInVuMBzotcG3s2VnQd92OVCuDsJOXO832wyEtjHnYGzCP8so2xo6ArOIdsht5raj/JkTPvdfw8jXWN+mcepxH3vnnK0O0Tdg7srNwDPKeWMNnz3ZkEBPBZBJ0Ku379etVcF3Vm8qXi+N/yIEz2DqdJFXcmHDJFNoD7s8dytbh5pobU9QB3BfCsECgkgPNq9/4cAsVttKlz4E6lYbhB2yB7gHNsNxpckgcer9pPdszc8cKdF3XqLIAzPGFgD/A8nXBR8KCSB5lHLznaDLDlAUzUDky0mJYHN74nn6LN3izGA7x7U+Zkn9u9yToVmz1geRBLuPHUpwL2ZuDJooSehzxqaJI92QI0CXxnXXGWXhSkAfopB0QH3VVyaOl4+MItX9AHGNEA+pPP/KT53BxOOkmx2VlAYRGKt+pT/0n9xWQc4kjiN22xpjR4gj5RgmK5SRAJgtTH0cRjPCESXGhMQjZEuyhYIDztwNOssBwTAYsDLPJNhgDO/SH1cbQwxrYxUWFQ5EKBr92ptu0jAZWcHWhiSH2a3tVQ36zrpdpQEQy//yzQTdR7KcPzcEg5Sms84yle3KQFGJpQcts6nkU07ksp/9z3ks1XG0pQCuD0j96bgZGBqhffpQDO9lpN2CqyuTsfvtPklcbFJIRXe9A2C1JUZnRoN81JyIGiWsGZn0suGlR7H3q/OfwdjfkqXRDkPOhQYXF7ROOzSsV9FtSobeb3q9L+Vu4MrPYe3O7RGJn7o0p3w3FeyA6rCXdH9rdpb/R9GoeQOEaL4pWMyc0YuWOFFdqu0uvJXqsZExr7aqu8Lsh2eC7Fu7UqyTu3K2RLvKie1wtVzi14vpd3RxqnQbtt2DknrwDONkZiNJdX3h0Z/HwcsievrXGZUj55hxA9b7l+l+Ys/N7z2CNvW8bvFy+6sVNW3ut4gTivdsPlyk4PeUKgcLmQtsELA3lsgOfX7LST5xnJ455Y0LLA7DjIY+t8HfXvedPifpXnoXn62VQ6eTzA4zLmdidvfz7Z892ZBATwWQgNHGmQLDsb9gpnEZImPyyAkzArhXG3Qxpv7Mb9EbcBo4bd9QDnVU8TA5xDoDSnQ6BQB8HCOQvp+yNsF2aFuTsRwPkQTB7U8HY6HqjwgoE89GU6woMN6mxTArjrAT6N43bxAI8G5/yeS/GUBq8s6lZ6AvxEwAeu0cSFod9PP/R083wETfYnMjRCpfz+kcgrlT23pkJszXr32NNaUldbZ+p5sg8NpbA1f1r/J21Pl515mfYAIaYiZjt5p37sz9EBlB9/xsfN5JuoZgJb0eFLsYDCAgZBoicf4jiR3stuDGgajLPHx2QJ4O6CGaXHk8VqD37zwRN8mkyyN8/JqydenGY75P6HD46lHS/VHByXJWDwpGyi44C7Aji3O+NdeDMesvMP1u8vtR+8QDqeQwylILGyPSr31R3jt1cSe/h6EjTJyYDHGeMJ+8ThOlhQ50W88Xjws31TO02iCfVp5HFf7QHg3J7Re0/tDdtzNYKuK6jzeCBv/FaXrf1RnrguuG+qRrTmcqM60ItjcbiXakKXbO1LRDYur2rq1Aicbcv0eL9Sr1NfO0E2Qe0e2USlz8TlSmK8EUxzeodOpAAuhV8WBUnAqcSG+H2ge1T7HDv3xeEX25cbIbaS94zrUS+6xG14JWN6Wa/8DlSSPnuwV1MGPO+id4WFt0oEcNlOyTrMAwt+NK/lEFd5RD+ZBjkRVSqA83yaFtrYCSmvyMvlxcJmpaI7zfkqOfuJFmZ5lwT3rXkXCdiujAAel3fe69hzPI+zGfWtrAXx7ttKBHB673jhM89z8vyad4XnsVnOB2kI/J7nsVUub34/KvEAZ40jj/7Fz8fjvzzpcDvB4WGns5awvwIBfBaiY/OJGFnyYEwWumUIFBLHpTDuNoDTXbCcDLgRZFFbC+CD/hAoLPRyJ2B5gLMA3rLIXDfdQ4BkwfZEB1HxZIrzOLdxrtdDlb38uLymuwe4WW1uXqAev/Lx1t8oDMb+EgOcJ0tSJGRPEeL0Q043f5uoLfuVwAtH73nKe3R4B+J5hz3PvEe0a4BtZqoPwqSJ3Luuf5d60jeeZITN0w6KvFSJAzqn3gNces74mAoBmvqNy++4XP/+45f82Gx7J3gCR23lRIbMkJA4R+8chfQ675jzrL9VuyU8D9SW00KMTIfh7fqVHkZWSfxvfj8skWmCY527IZPkBGwiPcClpyfDHlJUv7wLbaLToQksvTvkJTgR+RkYHjBjAl58Omz+xAngND7j/oUFcM5LtWKqzwuY4QnpeA5YlIIce8yaxcJxLEzROIO8gUmAZKGKn5fjIo9nlwDHwmbbH08bKj3AaWHB3LPKdkmKdPJn3oPKgl7EnatM/09tWzXjsu39261n4jqvpm1yF6zGsxjBQhC972wvVd1H7PCgeVWlXqc+sZcESyMaVri71gjgwgO8UrvyCeAkvlRykLMr6PtiAucez7QuzX3ei4T6if6RfjMe5zY4T/gGhtOjsjBerDnCF/hCoFRTp7Iu+Pq8IimnQ/MUHhPSvDXvIgSnQ/XH85m8/Qpfu7B5oRmv5823zwM8rw3LkKLkoFSJdzRfy8Im2U8em2ctgMpIlnM5uD2lnVXcPuZ9Vi4jFrLzXsfPxX1jnutY36H45jy/zZM/nwCex3Zdb+k8Nmuc0poXmPam3DPSjituj7jO89go35efL0+/yN+pJB1+tkctfNSEjOlAGgjgsxQWuo0AHv8/xwAnDyjeOkpigowNPts9wKnh5BVRuaLHwjWHMmFxjuHO3BsCZYZ4gHPndfzS483ElAeci5ujjokGs+wpQ7CX8X4jgAsPcB2+JY6PR508TxjYA1wPwnMeHDPVSE8v5v874f8zv59/4vlmcljJpGGin488+v78mj+rG867QX3rrG/5Rd1J9mp2uebBa9RHbvqI8UilrYE8uJkoUadSpCeKj4nwXiwHHYg8ODqo6+wZB0WHFzL0fnOsvcl6huvXXq9/PvWAp2pvSInxJoq9qiYS7kepbZdtm9zKORm7KIwAHnuJWB7g3ZPjAW4J4EsmQQAXogNDwhm1RSRycmzqiUqH3wu5NXi8Xs5S/CB74MVtHi9UejCdDxai9eJ5PHbgCfh4J0u8cMfb9ifyEFs3BMp4BVtXHOWdELzQPp5FSLccxtvf0ETeeFbGYnA14p6v3ee6H48NkODDggfdh84UYPGimufbNrDNFsDjxblqwmC5C1aVeoeGRDYWRvWu19jpp9odHpUIYCGhlMgr4mQtXnA5VeptL/NEdU/e6LQoWMkYUPYVsv2rxCGEvfSpfmQs6LwCLr8XND6n+W0174UMcVOJiJeq13Y7PnSl6fMOg0rETjm3ZPGc3u+8IaGMiN2yMPEAz+mFytfSHKlS4V++myy85110kDuqTXnl8DqmORo7MNCuJxJ782obbNNyoaCSsBhURjz3zfOsFMaQn5XHEzRnLnc2Bzmd8HW8YE7XlXufeD5OY1su0zzlIgXwSmzXeIDHu64ov+WcHnwe4OXeM5mHSjyzUx7gORxAOS1OJ89uCO6LeDxf5C7nmQoE8FlEbW2tWr16tf7pCuAcAsXyAI9FXvqbGwJFdmazzQNcDpJ5u7vlAe5MRhkesLPXODWKcsvWTPAA50aat5HRgJwnO8cdfJy2PfJw4Q5YCuAcGma6C+ByYMiero9d/lj123N/a75Di0YshNGg8TcP/EY99/vPNXGsi4beby5nKYA//aCnq1+d8yv1/Rd+X524/MQJE1SqQU7maAGORE1+t5g8caVluzdRXHb7Zeb3s444S/3spT+zDh1hwWSqBHAa/HJbUtYDfBIXC/68/s9m94B7CAv9/3jFnnL8Y/M/9M+nrHnKlOY/y/ueRWISPas5sC1vCJTJ9gDnhQPpmW08wCdIlA55gE+0OE3tHwsBMp1jlxw7YSFdpHjB7wKfEcEHcE5k+BPCeOrF4lG1bZ/PA3w8ISe8IVCcxeLx9DGuEDlR4WDYA9wI4ONcRKSxA3sV8nhwvO2SCRkQlyOXQTXlyRNzCsvCoky1Hupkc12lLusexkO6mrjdjkhMcZGrWZwnwUe21zS34flNpYswMkQFweJLpZ7b0iOdYLE0b9gIgkKmsC1QefMz0T0qObiW80T3oLE6P1MlZSPFL6JSAZWQdcRjbXI+yivg7hjYYd4Lan+NM0cF+ZAexcaTuYI6kd7B1dgGf7fSMBLyWnp22i1JcxL5TJXMcyr1AOdnpGsrtWUZAsUIwxWK/pQui6555pOcV1rsoXk4O6nluVbautwlUK7f5TxRHivxVmcxldpo7pdogaqcQCo9uXnXNTmrlHPQkuIyz9HziLFS26hk8Yi/Q/NSdi4r987IxYS8OyX4Gqpvbp/KXUN9B5c/j7vo//MuIrAATouttEMwCxb9ecyR1zFyMua7MxWU0CyCXtKRkRH9kz26Ux7gMgY4h0CZkw6BIgchJNjS4Gu2wAsD1Fny5MUXAkV6T/k8wGk1loU7KwTKfuoBThM77kzp5HAaPNMBbVxeS1qWmI5CesvySi/HCJ/OAjh1WryKzgOs5x72XHXL624xAg1BA255IMqF11+orn7gavWiH71oWniEswhBNsc7FhjKzzlHn6N/50kUCypThTwgxhfTmuE4slkTatnuTRQswv3u3N+pn5/9cyO2MCwckfgykemGoAEitcFy+3QRIVA43AALo1MtwrNnLW/xnCoPeLOFXQhwDNkvDeSpLZzIBRFKkyZfNKHhrbCTGQPcFwKF2nlKn+xvomIUGqFdeGZPtADOeaGxDS/+S2/9e3fdO+40pPcfw2MCqpvxjpl8Ari7YFlt28dnF8h2zRwWGIvC1UB55vaH2/WJWGTNKutqBXB6Vi4HvhfbfrWHVrK4Q2MHjm9faXxd9xmlyDbe8jQHl7UuMucEVdtvaKG5J/HiHW8McCkGyntWuqOHhCBqi2WZ/f/sfQe8HUXZ/qT33hOSEEhI6CVAEKQIiCBSLAiIfFT1QxEURPRvQVQ+LCB+IoJSVRAUP0ClKWBo0iG0QCAkIb33kJ6c/++Zc97Ne+bO7s7M7p5z7r3v4y/ey7lnd2dn35mdeeaZ5x3aI4xMJ8KK3rn0M6sCPMQuA+Nm6lO0BURlfApyzEekZJLXEXHrQfxyArQqJ84HYQQ4CNyuHbpWndv1eHrGPv7MNhLY14LE3C3qGxtYLKd5NidJnS1QmAI8ZFdB1b1XzuFa9/xYXwsUTrj67gq2WqA4lJmXF3M3n+sSGQxhGxe3pb136dxop5Gyev3y1HEBV2Rjhw4tbKTFBZUTIiIc06FtB6d75M+DuAuX/oSEfFw5nvYscO90bjwLV8I9KmPnvtt20qcICalt+izSgP/CLkSAFhHwLkma0yMGqHyYF9J7NemecExEgFfev+gLXMZxRcx3WyqEAG9FQIOYN6+8hYwIbxqQmBYoXAEOgsy0QOEEOAZYrqvyLQF0r6iXaGVzHUuCWemATVKME+D08qFJFDpgIiKba13yDh0vPE6UYAFl9ZLVUad86UGXqkNHHqrO2fucKHFkc7BAoRc4EoOZxLEJmjQ/P/f5SKnJE2vVGo9Of1QNuXqIGv+78ZFlAVd/2xCpf2psgYJ6xtY3m6cyh8u2fN7v5QEsDJI/Obee4KB6xcDIddKQBTSpQ38EX9l6WaAQAU6LWnFlCNkCnwYMnklZS16FHNQfYSKWtwd5kgIcBPHgroNzV2VTnwJVMZED3FoBzzlPxbnNAgXXJQI2LxsUM9kmgVTuby7O7qXOvXs5yNdxypIcCHCLKhl9GSZAUF75kmQ+BDj1B6F9Hz0D3vfShA/kfWhckQIabYIITCozxpahyUdtdZ11Fw7OicktlHbUb4FEwvNDX+NDCBLouRAZBfgmiePQREtlDGmqbUMsZbj6MuuiJSfA6R7pmYcslkXkVoWsCLVAoXZHBJIuV4A6GCCyhoiaELLY9ADn5/HpI+iaIOFg/4V/RFiFkLY0twkh43menNB6MQlsXwsSc6emr4KaewSDTPUlcjmZh7mNrxKak4yILx9LD15Oen4+MQWhD4ndNBFJxK7jQkpkgdKFWaC43ndFYYt79p0TctWxj+2GGStEnrtcl++U54Rt2nuXq5bpeogZVyU3Xcs1rqN67dxHk/yuCwRVCvBKHICjSNtVsmJD+T7QB7m2Xdw7LQDgeiQKTKsTvtDkKiTk9U/9ZNoxxPFgTIC4Jh4nqV1gDkgLrriWC8+D8SER7TQGQ7245L/Je77bkiEEeCsFKboJtIpIyTDNJJimBYq5utaafMCtBLhFAW4SdzTIxsuHT7xBpuKY5u4BTi8p1AtIOE6uYhLFLRH2G7afevzMx9VNx98Ufd4sCHC2bc20eDCxQ+8yOXvLpFuqPs+SlCsLUA5MKl6Z/4r6f4/9vyoLnzjUywKFJtsYZNAkNYkAJ0K6FqBkhtwX0gTKTO2dVIT1TIBZi8SsGOjRvdoU2FyxX4QKHaQ6dmdgUGruvgEwISIP8ix+wyH1P6TrkNyJf7Lp4AkwaaJLvq151TMIT5o4m8rsyAc8JxsU09OYQNtHsyZhBCLVrOGXTwsneJ5ZrchsuwLwXOjdnzVB7nvL32uSVJr311kmQLay49yY+HHVsS9oAQj1TgpojD1pq3No30TtmccM7cLBNUPU2vycGKMBIL99/FrT7EqAiBjztM3g5+NkbpZ3to2gz2JbtXzD8qp7DE3uaNobZCHAaa7Cc/RECmVPYp6rP6tIxkryT1fwhIOh9WQqt4EQ32pODIXasXBCCvAlUNF3mXXi64FtPmff+YW2NlClJgQ25sYkzkibJ3Iyj+4D13fpj7jSF/1PaFJHigEf+wpT6ONrT8kXUXzI5CqCt3MfLxW3XnCoPHN+XZdjOcnLfzoR4GynfKSQduBDuGoZ70LiWNKuyYlswDUuqF6pjK73aFOA+5DF4DYoftLaP10LdYE6iYjplLHYsvXbykg8SupCAqtHIqWxOJ8kjuE2t5j/u7QL+hvaEng3FwKc2+wilmn80Vy5oUaFEOCtFLwjsynAdebdysvftEDBi4ZWPTEham0+4PyFxweY1KFRB0ydFgHb+AhVCb56DtedaXP3AKcXDsUWkZM2pZ0NzYEANweVSSDF3OTFk6s+z0NdGIIX5r4Q/U6E8f5D929IAjyOoDJBBH5WX1ofEInJ49sGImGzWAaEqqVsyMNrNwkgv/HOwACPJosmivQAn7ZsWtTuzL7XXHjMWwVPFkGxBHi3IcFb/1MTYBoEOEi6yGs3J8W5JlRVSder2fdFPuA5KcB5UikOUjqjb8i6S8pGFgGIXSJ9syaqtJGyVcrkjAtjZHHDF3uojUNBFDpZ0krsivqP97/cDzi0/UQJIJmtFdpl1r4pjrBHmaGkClFXxy1q+RJxHKZdSVZS2Ha+PCxQ+HMPtWjhieUiNTFZKaxd6uVLjTkHEVlUX3TPvs+WE2yE/l381ME2tSovm2+ZzHFlkAKcJQAMJcDxTOieKM7zUIBzawgXYH5JJDHNC3wtQGKJQk8bDyKgMT+j+a5LGWgeg11SyAfELWlc5jhcbKPL38Xv/s35GP10IcBNSxCf54fFC76IQvNa9AUuO4dsCnCUOa2/wHuLOAvMwX36abOuvAhwtlPeZ6HHXCRyLa+pAHfdOW72Va7X4wQ4dpUQF5QWC6blCpCWZDjiUCox4yoK5G3dVc3N+RoqX9pxnNSn6/HrJ9UfKe/peSVdh5Te6DsgJmzu3FCLIsBXrFihbrrpJvXtb39bLVtWfrivvPKKmju3OG9RQT4g1Sp1fgTqNMzkmJhAoBFSp4eGybdh0Hbr1tQw4xTg5ksUOH2P07Ui8a5P31V1Dk4IE1Fq6+xvf/129YW/fyFKnNTIMAecB484OPrb+KHjUxXTzYEANwf2SaCkYYS9B++tf7679F1Va2CQY1NJT9huQuJxFN8gRFxUL3nB3L4ZB1I/or9K2j6fFntZSQcbyE4hj4R6aSByIkkBTn9D+8o7GSOvl6QyFOkBbnoL2xCa0C2rAnxot6G5W6BEBLjFhod23+RFuBPhCYKRPAxNApzbPIWCW0vYyGn6LKsKPPI6tvQvtKiWVaFt86U28wNk8tKuxDCNwQAQLTRZopj07fvoOIz5aDxIoHsJ3UFB8Wjujsu60Gprf5g4Uh8dQtjHtekQVS2BFMZVBHiAwjZpIYfb4Pj6zNvaRVZSF0o+Ihio7kBU+ZDNGFvSvZiWFi4JxcxzmeN0X3VtlBDNUFWGENem3QQvj89YOA8FOO6Hq56DCXDDRsXHO5gfj50hJBzytTDhqtCQhSvTx5wrPr0UvpXroz8i8stHhU3lpnJwr3cfMrF3J38CPFrAcFTwApgn0HwVz51bRaaRtCC5af7LPbVdyk3nxnwbO/185pMmsemTj4rvlOeLDGnvXYpPukfX8przbKpfIuJdd6tQ7pO048z+0rUt03PkMZB2Lc6tAK7ELyezfY/p2bG8Y53GOkkxyhXgru2Czkf1RuVLug5xbFQmX3eAPOe7LRneBPjrr7+udtppJ/XTn/5UXXXVVZoMB+655x5NiAsaF8gKO3LkSP2Tb//jg3AiummCgwaIxsQtUPiLhg9CWwu45xfPDG5u0QRuPeFWNf/i+erk3U6OJcDJKsPsuDHIOf3e09VNk25Sf3ztj6rRYS4AHDHqiOhvn9nlM1HsxcFnkFUvmKv2STB9kD+186cKtaBIwtRlUyNy8LTdT9O/ow/Yf1iyApyrXkIUb6EwE/gkxQyRCZMWTErt9/JAnHrUxAHbHaB/Pjf3OdUIFih43vQss/oPh9ZLkQpwW5LGWl0/qf4Rd7uN2C1XQhrbNGknCXljc+SdCDPy5TbsT7gFCna6+Kg64yZb5H1oa/ukAs+LALfFah4EdZwvdR7e1FR++EpiMcKMd04mh/R9cRY0VV7JgTkh4vzdTe9yX5hkVR6EfSEEuGV3QxYFeJRIjY1HSL2N+PC1JuSJ2bJatBDBQypSAEpamnv4EOp0bYxHoEIkkoR2+viQ6RERVBlvAr7+yqRoJaKPSKWQ2KDvYj5FCwW+iumqPq1ruL88jfF4Pfsu0EC5TWP4yALFc2xv2rBkUUCbCvKQRI4EV3WpTcFddbyDYMxs21SHeD+65EowyTofEs1sIxSPKHca+U7H4t0E3gBxRBZXqbYZ7O+4No6lNpFGDBMvgXk5V9qmka78upGy18PyJbpux20e4OBDhm43NPG9y5NEAq7lNXewuKqrzcU61+O4wt3HSocvKkRke8q16BiTAHdd/MBxrhYoJtnuoqQ3F0romCRvbh6XrtdpQoB7KMDznu+2ZHjX0EUXXaTOPPNMNXXqVNW5c+fo849//OPqySefzLt8ghwBxcK6dev0T5PAo5c8NTia4FBjJWsUdOy846Dvu5jzt2QFOF4SlOiAq2ewsmgjS20KcLNjJK/heqmG87BAueiAi9R/j/9vtd/Q/aLYay0KcFJ8U50cOPzAwshHn6Rmvzn2N3pHwuQvT26i8DOBgWSWCX8RCk0THx7xYf3zqZlPpfZ7tSzbhGFldf3zc57PPemiS/IyE5iQEPFShA2KCwFOyk+Q1b7qxFByjYP+lrsFSgIBjrjr27Fvrotfby1+SxMN6Fdsinf6LC8CnBYMbIsL2IWBCS6UX1m9+CmGMLkjj2gO7utcVKwSQV20AjwLAU73D0LatPvhZHJI35cUy1kthCIFtGFtNbhbuAJcb7mPWZjOQtinWqAEeIDbLEaIYHT1BraSbBXFIoB2Q2X0rU9ze30WBXi0iG28J7MkeOSLYjqRmycpGmuBEjDGIXIai8o0jqIxrFZSO7Y5024iVAxiqyPf+7IRz74LNJy0p/rwJfRN9XSVAtxRiBFZD1Tqks6F+ZXLDrioT2FjfR8iynYPPjYk5vXxjvXxAjbJOp9rm+Qg1SF2B6TdO5UNx9JusYh8TzmW4gO7zun975pzgchVk9DkinRfMnrVxmTFOuIIdmNEcFJdA/NXzE/sA0zLVFeS2LQy8bZA8VSON4kFx7bM+QAi23Eulzqha/namXAfdtdjfNTm5qKSC/8VCSYrdeDkAV45JkQBnvd8tyXDmwB/8cUX1Ze+9KUmnw8bNkwtWFBbn1iBH9AgFi4sT4pMBTi9ZInopskbNVpugcI7jsgb3GFFuqWAb51BZ0uqSuqwuNd3HA4ZeUgTGwezk+OEXpy6tZFgTp4wmL/6Y1er6z9xvWqj2kSx50KA0/demvdSbsnVau0Bjvv/y2f+ogmV+0+9P2jilxeIsACBgXaLHQlJamGOehDgrhYo3GrnexO/p+56864mMcb7vTxACa7SFOC7DdxNE74YzPzpjT+peivA+d+L2IVgU6CZACGFvgCLhXnHUxJJ28QCJUcFOEgrIh/iCPB269sF2xyk+X/btjsWZYFiW1zAIi8lj5y6tLzTpKhFlGgBJePzc1GAZyGoeUzEKcCzEOz0XLn9SVwiTN++L8onYMm/QPcSTIDHLNRlsUCB1zSREObCNLX3RlOA8/tHmdEnhuyyspFsvMyhBDg/HxGqGJf6WPHZdkSGKt5tyvSsxLXVAsXHloWNd03iGu3fVRSUpDQGieTadklxz+vId7HGtL4IsWOh74FQIsLWWwFuIZ+jOtmwwqscRNhpD95KO3O5F9tOAR8iKisBbpafq5pdcmCYZJ2Pet0kz0FGg5R2sr4wjuW/p5K0lv7HVTXPSVBOKDspj426ishhR3U0XZfb3Lw3573EtssXCni50+qIW4vw41yJ7Ihw9/Tl9lFKo/8jVwDtsV15Fti9kGSlaZbRdeGEq9Qp1vCuSrzWRv/7inzNO3kQ4DELMy4KcHpGPgtvec93WzK8CfBOnTqpVauaPrh3331XDRiQTlYIGgPmqjbfVgiQOo86rsgCZdMHVdtUuDK8pQIDeT5g4Z5fWOG2qSXSADXw3Sfdrc7d+1x13Njjqjo5dH7YSs7VdFD8NTqiFd+K15wvaNCDFxcmtSAN97txP3XIbYc0jAe6jwIcOGnXk9SMC2eog0YcFJEtGNz7Kr3yJMB9ETI5zAqaHKeRzMBnd/2snjxicHXq/52qfv3Cr4stW4xHsQkMhs/f73z9+6WPXpob+elLWnHQ30OtBrIqwPGeob/n7cOdZNNRpAc5JYzGQmhcv9C3U99gmwMbaFHQTIBZlAI8rf+ghLBZk9HGJcA0nx8lU2xUBbhWX1diwrRyGdl75LaksYGTFFKA29T/RK6G7vIgEsw2liFilRYBgwlgo5+KkmBWksn6gN5LsJBo4llegAI8Dw9wHnd4T0S2IIE2I6byncrsS/ybpBuAspGS0+ee6bmY5HyIEMCmTA9RBVedi91jSGJTU1FJKl34D/PrhBDgdE6MeymRaAjh6usdm5W05d/jCwy+CnCbEt3VDiHuOaOdUZlcxrIRQdlxm4e1DxFlizOfezCJTt/rm0R0yLU5iR2i/CW4JP6L639cSX/TqgOLL2S9knasSWy6ktHEBSD3BnEoEWG/MUUpH2OnkUZkm4piV+X4mk3VpKqrB7hJgLscx+MT98ffy0nHcXEhHZu26MWJbpRRW+BUFrqS2kkeFijdO3RPrXtumet6nawe4IKCCPDjjz9e/fCHP1SbNm2KViVnzZqlLr30UvXpT3/a93SCOsG2tcz8vEoB3tGuAKcOgCvAH5z6oPr8PZ/39h9sRGBAvPN1O6sJN02IJqtmx8nrz4Ww477YNx5/Y7SyTp0cXYNPXjBIbvQVPZtiwgfYTYBJLA2Ern3h2ui8WT1f6+EBboKUXjoBVA39tLMS4HVRgDt6gJPFwCOnPxL5md/22m2Fls3VAxy48IAL1a4DdtXExu9e/l1hZUry7c2THMtDGV+UDzdP1BiHrBYONlBd4r4xybaBCBYs7OWxW4o8/SnRatEe4GnqespjMWPFjGavAOc2PaGgdzeIXTNpKD0biAZCFxUjBbiFAI/UvwFkcpLaNjRZYFoSyKwKcP5ONndDZKmLuMTCVAe+70OM32wWKFkSYdp8hjMpwI3t9QDil+e6cYWZdC2LpYqNVAsdm9jGqUFKcgsp75sokV+TjylBfNDOUl/bEF4eX/LatILgzw/ncLEtM9W0WRTg3NrHxz87jsx39S/m1+H34UNEmUkoQ21I+PVdyWA8J/N4n2vb7t31Gdqev6uS13ZdX6sOrvx2PTZWAe5JRvPn7U0se5LuTQjVjW7HEanqfD1jYYE4nyTVM9UnuA0sDJAffNr1TFW8S5vn5DOJEqlukmK9iQWKQ9sOskCh52WouX0IcBvPJqgDAX711VerNWvWqIEDB2qfmUMPPVSNHj1a9ejRQ11xxRU5FElQJDp06NBksJVIgFc6Em51UmWBwohxwrF/Olbd8cYd6ssPflk1d/z1rb/qSSo8uIk0MV8IfBLqQtjFAdvMsJJMHS2fvGCLL8iTRoaZZCMu9uKAyQPFHyYFby9+u+EU8GkKxSSAHKO2VmsbFBdyMA79uzS2BQqw1+C91L0n36t/f3XBq00GTGmxVxQBjvZ86UGX6t9vefUWVQSggCAirZ4WKK7K+CJU2DxmklTwnHzPa0HRRX3fu0vvSBmYhwqcFgR37Fu2zzJB1hiYAKQpg/LwV89LAZ7Wtuj5ZVGAw4+fJjK265BnN76zbpOb+jIuJmz9LfoE6tdCF2KIACey3qqmrpTBt++LU+5mXQzVW3NjFOBZkmDabBvyIOzTFOC+ixcYN5NVixl3oYkw4xYraIHBtz5tqtXQ8sWeKyCpZhyZnoW4tlmgQG3tOs62KcD5f7tahkS2D4zsxVjYl7ym8oQmXYxT/tI5QKq62LrYLDCoTnC8i/92VjU7dtDSPJU/Z5/6IELRZuXhdLxBsFVdf0PY8a51gHqG0IaX2ZWEjru2qy2IbbHK1QLFRig7K8ANqwmfY82YJd4j7Tgb6U6/ry+tT3wXhtqumOSoq5VJk+M8FeA+inOT9HUtZ5wqOyne6RiQ7WS55JOcMrpWR39rEhcC3Kw/l3tqQoB75trLc77bkuFNgPfq1Us98sgj6h//+If61a9+pc4//3z14IMPqieeeEJ161YmQwWNCWSFhVc7ftr85myTHhr42pJgouOOiHGLBQr8eJs7Hp72cPT7O0vfsXZoY/uV/U99CLs48Be2uW23lhYUIYhT6ZixlwQiH16e/3LVC2LyosmqERCnYHMFTXyLICBDErK1BAU4AerU0X1H64nac3Oe8449V7KZJqyuiyAnjjsxIgeLqEMiDaEYs5FWVmKkSA/wlHoh0i4vf2oApAURF0n+/KRgxnddfDR9+oS4xSXE3XbbbRes8jSB+CaiGfFuA/dCzKOe03aQUCLnvAjwuP6VJzENTaJKxBsmS7Z3FeqNFqJDvKP1cZV3d9yCVNadCJEFisUDnOoOcRbS90WkqmWXU5YEkNxD2ny+fGeK78IUlcXW7kPJakw0abKZlwUK9bmYzNKuv8wK8JjFihDbMhCTdM9N5gEB5aPxm7kjMMgCxeLbndUDnBPXGMsTeeK6WBJny8ITYWYZN/uqpq2ksadtiE2Bi76QEhJ62Wewc/B7q4X9ByeKqjy8fWxAmNVnkzI4ENimUCprIsoQQhcxTe8yLwW4ZSEklEz2qTdT3eyjVDbtM/h5XH21vT3AE4jejt07xr53YdlBNpg+1iKhSRWrjqtcJ9QDnI5LImMjotiyMOBkgWLUSZLy2eRjfInpEG/uJsR0xV7GpR9wSoJpxBW3IE5DnvPdlo7gGvrwhz+svvzlL6tvfvOb6sgjj8y3VIJCgInF6tWroySYUCZiYHPM6GOi75hqBhqs8g6Fv2iihlnpoExv49BJaqOAJpoAVOC2Do0SgHElXCj4IM+cfNfaNsMXcSodM/aSQMTAo9Mfrfr83WXluq8nkrYwuyLEszIP0OTIJXmnidAt36HARJwmfb4LSrAbMYk419hzAdUByGZXqx8M4oiohDq9sEUZi92CiSxWA3kR4HmphW3PBe8zPhA2AeKJJoJ5WbCkKcAp/kJVniagnIeSFJNbstOwIUqEyd5hIcBiAfXtcQQ4XatIb27+OcYZrqRO3DXwPGztBerLLN7RVQuOMYsimQnwBAsUIiu1N31A35ekAOcJ8XzHdtRPoX2aicLpuSKuXVVOLrZkId7OvKzoL0xfcTqnNwGesHieWQFu3HsI8c/bk0nGBinAY0jrkHORB2wsAb4umwUK2rxvncUqwLv4KcDjCHAfwhKKZ/peFv9uG/GpbV08PLxtNio8OWAoiR5iP4LxAJH3vufIqwycBMxKQrsuAvBjyRaKq8/T3ge2e3dNtmj6aVepXh2TGYYowBMtUNKSYJoKcE97EBvRu3jV4th6pvqFJaa3JYlpZeJInIcowPmuj8gCpXJ80nHmtfjxLgpwH4sR20JRUQQ4EdA+ymwzRkzOzKX+bE4LcchzvtvSUV7yTgGU3q644IILspRHUCDQIJYuXaqV+ngp/uTIn6grDr+iyrcUfk3oiKnR0sQk1QKlsgJmbrnEd+MsMZoD+GD4nSWGArzSoe3YZ9s29E/vnM0Hnzp+TKDpOiAX4OXa6ArwuAmPLfbiMLS7nQCvtWWIDSBlN23dlEkB7qvqyQO67mO8QhtRAU5xjsGhb3lH9qokmFs50zv2XEBxiDpJI5s59h68t7atmDR/kjpyh3wXjOO26tcyCaaPMp76yzx9/UmZiOeS9oyhIsYkDUTyLgN2ya/+u9nrn+IvL/sjSs6I9wKpFm2AOviNRW9UtYUQEEkLMpBPMmzKbMQAbENMgjMvi6lO7TvpMuDdiP4opD9zserBThn4mWdVgMftuMlCgIP8p+NsCnC6LxCMW7du9e77Ej3AK59hYow25FP/cfYnFFtQKkIZh3JzQiFLYmpOaqIdutZBUp9K50QMYrGWkp+lIWnxnEhhn74B92NT/YYS/3QutC8zl0EW325OhIUqwIu2QKE6w3P3VoB3jlGAr8uoAPchnUFqViwveHlM0jMt/m3EJ50H7deFuI177jgH2ozL2DdJRQwSCIR/XL4NgOZO3dt3r7rvrBYmPgryIo73JYOryPvKtYnUTOpjbfXvrAC3qfcr5XD2tw6xQLEo7l2O1YRh5VhTAQ7CMynWbLYrVPZFKxbFtjnOIdA8wtV33FRX+1qnRFYmDgpwTriaqmwXBTgnwF0IflPNXQsCvAkxnaCyDrEmMWPahcyOu46LAjzP+W5LhxMBfs0111T99+LFi9XatWtV796V1cwVK1TXrl21L7gQ4M0Lto4dJB11wkT0cQsUnqiAE+M2BRgGb82ZAOcD6zmr51g73AOHH6jG9B2jdh24q9p5wM6ZrkcDDiLbMTEc1XtUmQBvJgrwLM+biAGa1I4fMl7bodTSfoMDit3LHr9MfW3C16LJMO4PREwIyOfRVR2UB+BrSd6jzYEAp0k2ypo0ybFhZO+RVSRh3vDx/+bYbeBu6u637o52keSJSIHssChTlAWKjzKe1PDTlk/L/fouOwbgIz158eTcEmFSgr20BYiImMxogULvWJv617YYlDURZmS30XN47IAa70K8q6AWR73GeZPn0b7QH+EdjHrcqd9OhVyjkRXgiHWQGJg4J6mJQSb7qqmBpMVSvPcwGcN58T0vAjxBAY24QrmhbMdz9dlJFynAEzzAsWiAmDGJvRACHO9/1D2eAcYpLguPvI+y7cIK8cXGGJ12XJr3nimpo2UHX0j5bAk1q87l0Q+mWaC4jo25N7R5n7473eIsUHw9wOOSx/uIJehaIFn4gozp3522sGQjk3zLYlMu63N07qPfRS6EvpXAZb/j70njjIgArySPC7EwsZLwnevsAe7opW0rO1nZQKyAmEuKBdu1XS0zzESGXhYoFkW1twLcYkeSdCzGLLSbyfS5BtBu4t4bNsU6/Z5EVtqej6tdi3nNIpXjdM4ObTtEc95QBbjL9eLU0i4Kax5vxEvFHYeFa7JjCyGm6buZFOBJRPsmQwGecj+CMDhJ2GbMmBH9Q6LLvfbaS7399ttq2bJl+h9+32effdSPfvSjwGIIGgl8UmNaoGBSRYMgrgCnxtyEAK+h0jVvIFkW73BowG6u+qJje/er70ZJ+LKABkhvLXkrmkDX2oLCFXjWU5ZMiVYd4wbyPjC32B868tBcSKNQXPPcNerv7/xdHf6Hw9WkBZMyqb9526olAU6TQ6hFk+wh4hDqo5qZzAxIKGtTgDcCAU5kZZ6+1wQis12IGPoO4o8GgHkgspXoZreV4CByC2XIqx0QMeNi8UN9TN4WKGn1n5sFSqXclBAyDtv33l7/hJI5C4hAt6mNOYEZJTfNUK8u7StrPfJYjQMR16FWQWk5F7IQ4EQkI9ZtC4QYk9GEyXe3AbdSsFmK0HWzeGDHWQXR8/A9b6QAt5QXpA/5bfucNyqr5V2POieS0+ecSUr1EIU19Z24R3PHRYgHuC2JYhG2JdS2UX7TMtFXXOEbi5yAiyXTs1qgkHI7owd4707udhkUC+bYG7EB8sr1PDZijpct1L4klETnpBbIW/KzTiNSbWQoL5OPAtumog4lsPPyAE+7vu0Z4B3tqkC3WqC4ErQWH29X65gkCxRXb2xfBTgdhx2n9K5AwnLaXedCEFcR4KSQTvCFDk0yijE7jdttRHac7QU+N0lpH0sS20KIrwLc5XpxymfsvI6br5jEPv89roycfPYhs+NsZHwU6i5ktnlPvkkwBQV5gH/ve99T1157rRo7dpvvMX6HSvy73/2u7+kENUaXLl2CCHBqtFwVhQZt+hmZE65Qn85GgDkQpsF/3OAqD9BE4/WFr0cT6CyJp4oCVswPvvVgtct1u2i1LVbRyR4kTgHuEntNCPDtD40mOPXwtHp61tPR77e9elsm/+96EeB8m3TIlqiaK8Ar7SwkoSwpwGeumOkde3nZJ9hA5GERBDj1xy4LM5iE0sA+T1shn4UBDDgpEebbi9+u+aJJRNSumpu7B3scEH95eoDz+4gDdg7lsRuCYnZEz3i/8aqFhcB6xeI6vVsTCfBAorRJrHZNVplneedGFigFKMCdFgnIB3ztIq++D+M1m5UCR+h4JC2BdGj7SCKWQ59lEhlcdU6PXXlJSvWQMiYp9el8Pl7tcYrmzKrtCpFLoPIiznxtQsyy+Y5N6HqYz5jWNb62MTVLgulQR3HnwHjPR3WcZIHiWpY4Ej3ER9w8h68HtqlkD6mLKiVzTgrwtHkxyD68D/k1+e8hCnB+/VQCPcECxTdJIz/WlTzPYvti9QB3VCvT/Ag/vZIVWpJ2ri+t9/MOd1BycwLUJLKxmEg7fW27gOm93iQJ5sbVse+IJHLZh8h2vT/ikUzls3nvaddKU1nTMVgcpBwBLt7cZvlC6sKHaKdnFQlNE8pWxHy3pcObAJ8/f77avLnpqv2WLVvUwoX5bqsW5AtkhR00aFBqdthx/cZFv9MkCyvvWCHl6ia8jM3VLPPF6jrAbUSYA2EM/jEwoZdMnB9qFlB9v7V4mwKcBo4ug65a4c1Fb2piBS/VuyffHQ3oYIHAX1q+sTd+6Piq//7wiA8HJ8fKCtT3jOXb1JOPTH+kied7cyLA4wiCNNBxWOTAv6JBk+wQBTgRSyCJaFDnGns1UYBnTEiYmBAvQaFLgDqbyp6nD7hvvewxaI+qhb7cPMC7pCvAiTiet2ZeTRTgFH8Du/t739pAVly0iJCmAM9KgLsowLkiPVQBTqQx1FdJNlpEeoXuCgIp7GKzEkqyY6GWYqIIBbhLW6O/gVD16fu4D3Sct3VmBXgMAR76XJOSYGb1w04jwH3qYNn6+HNGiu2AMtre63QN8mrPomgOWZwAGUMkT79u1eXjO9FcSeIk324ieFzGJkkkv29y06KTYPooyeMIT37eLApwKksmBbjP/cScw1VJTCRb/x79q/o+VwK9ioBmdeFDoNvIXNdnwUlCG5EcogB3vT7sIdCezLL7Wm1YLVDWF2eBkuTH7Uti82OTyM0ksn9z282x713Tj9vZIqRSFoyR6P3Mid+4++T3QCp3fr9xxCoRyLYkny62H9yCyCWJqkkW4x5xr0nXMxNT8t9jj9nofwz/G3EcLsfQtegYFzI7hDQn5DnfbenwrqEjjjhCfelLX1KvvPJK9NnLL7+szjvvPHXkkfkm9xLkC21TsWJFqpL2R4f/SO05aE/tbU0Dc6yIUsdHCi+bBYr5gmvOFig0EKZBAyaT/P58EjW5wpzUggB3HQDUEhNnTIx+/9f0f0V1hXixqYxdY48rwOGbjEEzbXustQXMO0vfiVbNOVCuUPiqg/IAqcpC/L8BxB+phmvhQ59FAU6T2C2lLVFbdY29IglwIisx+Mt7IYsISiRFdAERtaH2DnnUC94vwGsLX6u5AjyrUpkDCR9pshlHgFP8hdgcZFGAEwEOkhV2XpkV4CnxRUlAQwl+Thon7VTJywIlKVZDLCQIIL7SkiVTDOKeYTuSJ5EM8EUun77P5V0RQtY6WaB0zWiBkqIAz8sPO3QhO4mo56r6PJ4VVG1EOLjed2SjkeQB7th38Xdcz45NhSI+6maQ6TTxN0liEAOk4HO5z7hkmkEWKCke4C73hgUKW9JA/t9ZSGf+WZbzRApwDzI+VNGOdxXZHYQqwGmu1LlN56r25EugN7HyqFwfhGLSzgrcg00oRddHPCfZ/9D1QZpxmytfD3Cz7bko2Pm5rRYdrgrwEAsUSxJMV+sV285sHwsUTob6HmsjiJd/sDy2L7cpq+l6WHjBIoSLMphELWlKZE6okkVhl/Zdot/jnmmSkjvYAzymjNymhYvo0sjfTMdU+Ct+fNwxNhuZENsUF1sX85go155jEsy85rstHd4E+C233KIGDx6s9t13X9WpUyf9b//999crDjfddFMxpRTkAteGgQH1K196RT191tNVfq40sKPJnc0CpSUpwGlAPbZf2e4HAx7yFsbLg0jBPGFODkEGRC/ijY1DgHPlJmwM0khLn07576f8XRNkd3zqjig5Vj0IcCJkUBY87zwIcF91UB6IlGIxCrk04BlE6ryM9g1eal4HP+e4JG08XnIlwB3UozZgoEX9Z942KK4EZZGJMF1sJQolwNfFJ5iLUyrnkQST6hAkjE19x+MvrzZEO7BMuygTuB6pfbJ44vMkmGnXy9JPpyWOJGR9H7gm2gy9Bt0HxlFxyZJxbYytsFDnGw9OCvBKO8R3ffo+l91CtMsidwuUgESLTgrwgMWMNAV4EAGeQNRTvGFC7DLJ5ddO82rPaunB71db5DjEEpGt3dp3s46TQ9TNcRYfPvcZl0wz5JnGKcB9zgOig4jUWMI4JwV4GmkM0o1U9E2SYHoowOk7sRYoKffD55AmKelLYHdSnaoJcFcLlcrfQTzx+KXrQxjjogw2CVleJ0nEakRgG88hUoCvL04BTsdi7MB3AXl7gFvu2znBY4YkmL6kvU2N7avItqnOV6yL7yuTiOWka9oU5/y/YxXgFpJfixpTVO5J5LKvBUoaj4F3H8ZD5nGuZHbRx2BhggRxrmQ2nj+9z4ls53UZpwI3n5ePAlwI8AIJ8AEDBqgHH3xQTZkyRd199936H5Jg4rOBA/1IAUHjApMzU4VlDoy1AtxYmWpCgDdjBTgNEjDRpIHDtGXTCrM/oWvFKcAbyQKFiEDa8k6eyyG2FSaOG3ucevW/X41sEmrtQW0S4PCVJisWYPeBuzfLJJihCvAq0jRH24wiFOBFx0uUQC+gbKQQzjOhKyasdJ/OBHhlka0ICxTX9k9t+42Fbzh71DrZ5jg8F1JOo327JmGLA9Uhnm2av35eCnBXtTvKk4cNiusOg1AC07RASUsmmnUhoXACPMX/GwCpQn2q70KMiwI88gD3VOO7vCtCk3K7KsB9nivaL4054xa/fK0t0sjg0Pd4EqkOsom2eruWM3pWnfvm8pzonm3lI/ISBEWaApSfy6b+9lWA07lAAmQl05Oeqw/hjJ0/pPDNQlzT/ePZ007HTLYjGSxQ+HOtZxJMmueAnDOT/PoqwLkFAy+TqwWJeQ94RrTjIImEp+PRrvk9gFCmOXNSGeKu7+wBHhMPLolV4xZTXJIYupDYScScjTzn1008NjQJZowFipcC3KJYT1rItJHuiA3qA+Lq2KYc52X1UXLzsnopwCvH+CiY+b2mke1NlNmV39MsUPgxrkkwbcR+mm84QMKSNI9yvCNofkPfxXOmPiSNoKc6o3vDfC+P+ZKgjGCTmJ122kkdf/zx+h9+F7R8mANjboFCDZNenrTlvzkrwPmLnCZn05dPjz4rAuakdlSfUc6DnlrCnFg/N+e5TKRlEmjgXOuEqkSA45lccfgV6uRdT1a//cRvY31dW6oHeFbP2iLtLIpIYFeEBUpRxDypczFQilMgx1lV1NMCZUy/MXqwj8EmLSpmAdWpiwIcZQThADInqyd7mv83B/WNuOdQL32oUGhw7HKvWRNh4n1O78E0D/Cs8R1ZoKQpwAMS8hEwgXayQGG+0b5KmkjJnvKeCO1TfTzAfRcJXHYLhfSvqMM0BXiIBzh/j8bZlYQkrCxEAZ6gVMdila+1jLMC3NXSI8EDvEuHLhFB75OUMU4o4kNax3lkZ0kWabtHH+sSOg+EQuZcgGIDfWeavVHSvQUlnrRYoLiQnvwc2O1o+v+7ktdo53klsLTauXTyU4A3IcAdj49Loul6HzY1ss9iQtzxzh7gMfHgoqCPu3cXP21uE1GlAK9cFxyBi3e0jTwH4RqX5BELoTSmstmRhFiguHiA2xJv0nEfbHb3eDaPjSuvzQKF/3cauRynHHexTiHw332OcyXb8Z7hC50hau40y5DExJkbP7CSzHQM+kda1ErzKOcKbxtBbytfktUKUIs8XK0F3h4OZ599dqpFiqBx0b17dYfrA3PQiBc57yjQMOnlie3Sc1bNcVKLNCr4ajQm3VOXTdX/AFeyyRfmpBZq40kLJjU8Af7snGdTCfDQ2PPxH8wTnNzab9h+6q7P3JX5nDQ5ApEFFREmlo3uAV5rArwIBXiWfq+RCXDqj7BQlqZAJhAxF5qsMI96wQAXVkIvzXtJ2ymBEM8lZhwWTTB4Hd13tJq8eLJ6d+m7uu6KJsARfzqxYNsOeiIHkg87S3xB5BiSDbu8g7IqwEn9DUKYVC9FJad0JY6ztCNMLCi5mYsHOJ4VxjA+O75cFODRfc7f9v0iCHB816fvi94VMariUEU1JnqUWC1WAV5pu16JJSskMMYIplq0SXkrNklZyeAqAryS2DINmNSmLUQjrvF+dSWsk5Jq8uv4EupJqne0UYzDRqqRmerPh2x2PZfLYkSSBYqPPR1PysltInl5sF0e86GkcVcSAe5lgZKgAHdVPScRz64KcMwBycYgawJLK/ns4GHNz9Gvez/rfZCHt/nsXCxlUAaMN0IIbCoDxl4hx1N5UM8gfeNsOCMFeYCSP0597mInwhWqnKQly1CUGee3CcjiyHMzyaO5U8IkH709wC2q8yzHRgrwBAI8lnTv1EPHVpoFii9xHqccTyOlbcki8RzxDEiMYVuADVGA25JZ+iS09PEAj46xKM3Rb2Nuzv8Wd0/03xvWbbAT4JV7Mkl9lBXvGdsxqFdqQ3QttJ82qo0uG8pulsFEXvPdlg5vBfjy5cur/i1atEj9+9//Vvfcc4/2nRE0LpAVtn//6qzYPuADObxY0QlSwwTQMGngQD6rrn6GjQi+vYnIOCRGzOKnnAbbdspGS4LJ1VwHbHeA/gkyKYmAyhJ7rgqWvOGj7nSF3tbZpl1NCf00NZsPAU4kVZGI7CwyKsCJSMna7xHQv9Hqe6MQ4G8tfkv/3HXArs7HkCp4xooZuZUjZGEgLx9wqOwoxl1943fqV961BgI8r10icaD4a9euXRDJF6d0d1nwyEqAk798mvo7D29u6lvS+tssSTApTjFuMSc4HCD7ifD3vZ+ivcwjJXUMkWwqwH36Pi8FuIeimsqMOo2bvIU8V5d3WxYFeF4WKBi7ETGYRlj7WqDEEeq+50tL/BmitB7Yc6A19nzIXWcFuI8FSpICfH188joXUp7bXKTFRyIBXjk3SJK4pHg+5LWzajjBRiXt2dM1MMblhFSI/7aVfPZUgA/rN6wq/lw9vBNJeIcy2LyhzTIk1UPcggY/X1L54+LBZS4ZV/9ElnLfehN0XnAC/PljrJJWb3Hkud5lkULw0uewluB5N1xsW1LV0Uke4LYkmJXjcN64MVqckjvt+cSV1dUCpYlyPMADvMoH3MM6xfXefAnwvDzAucDDxluFEPS2ZJv8GJsHOK9TKhPiKM0KhpDXfLc1wLuG7r333qp/999/v5o+fbo6+eST1QEHlMkwQWNi69atasmSJfpnCPhgj1RaaJjUSNEw6eU2tPtQZ9P+RgX3BosI8CXvZLaTSALq8+y9yrssdu6/s9e2t1qBq7kO3O7Aqr/FqXazxJ6P/2CecPFaDXm+tbZBaU4WKBgARxYooQrwSpI2Ok/Wfo9AxAwW/tJW4GtFgNPC0y4DdnE+Zoc+O1TZOWWFq61EUQQ4CAuaOLnGeF4EOLWHJLKTx18W8pbHjusCLBHgoYsdpABPS4DJ4xvvqThvyDwtUDBh9t0O6rOoGaJ0LlrJ7trWuALcp+9z2S0U4gHu41uOCfKGzfat7iEEuG8STL07qzK+ycsCha6NhZe4XV+hFihxZQy1QIk7n5fSukI0d1adrbEXYjcStxiR17noM6hU04Q7aR7xrrZ9SQQ4JztTPZ9jkibyc2dRgLv6kUcJMDv3akL+uSrAEy1QPM+hNpTfv74e3k5lqIMFChZX0Ieklj8liWYiAZ5igZI0r+cKZfP5p+WyomNN8tyl3HELDpw4j1vUspHYLteMuy6dBwueazeuDbJASfMAD7VAiVOA+5LSnOTP2wIljiwu2gMcCy303yFktq3ubep0fo6k65j5A1wTYeY1320NyGWJACsNF110kbrmmmvyOJ2gQKxZE05I84Exn0ByP6MmCvCYLLfNTgFemZzRZKIoAhz49cd/rX78kR+re06+R/83rZzTtr16g6vo9hq8V9XfklS7obFXLwLcN7GfK2pNgOdhgUKkVNEEOJ4xKeVc1bwuxFKWfo/AiSdXuxFruTy24qdh8qLJ3gpwIkVR13nkaOALYj4EOCXCfG3Ba7nsGEA/YXqXxmFM37LlyrvLshHgs1a5JYik+MviX83bsmvbyKwAr3ikuyRYBelDW8p91LZNrENSiGO8j2ElUyQ5Haoc9iHyQ/oDTQ5XfFCT2hpPuLpq9apcF0vpb/iuqz+6i2pd25hUdkc5q5ZTSFteXt9zgoiJs77xJsAT/L/NcroS1mnv9dAkmGmkro9qu1vbbrmptuMU4HT/Wc8FkoL6lbT3oqstSxYCHO8yEhc5k8YJqmlXD/Ak0hbv+iQ1upN6Ow8FuKMFSvst7YPqI85CpKoMDkkwbXXpQqxmPd6WENL12Lj6x+IB2TikEdE2i5M0ApTbdMSR53EEb+TFHaOMxpyCxqhJ1/UpL/czj7Ns8U1KmabkjhYYDG97SjYc+1zijktTjm9KSZ6Z5jluUcbHWqBY7FZ4mYtWgKcdl7aIkGSBEqsAtyy0xqn803zNq86Rw3y3NSA3jfy0adPU5s2b8zqdoAHBB8acAOerWdQBk2K0RVigMAU4oSgLFAAKoe8c8h01rv+4qpcU+T/VG5wINL17fZSojZ4Ek66XhTi2wcdrMg+4bGtPA/kVT1s+zTspXAjhBnKIb2Wst9I6q/93EeXCQPLVBa/q3/cZso/zceivSYmZhwq8ylbCUDokYc/BZQX4zJUzM9k7hTwXUoBPXVr2UM8ary4WIUBeCnBXApzsbkDKwtcw2ALFQQEO8ptIPN/7g40NqYTT1NmYHIcuJPgowEPbqyuRz0lq31jHBCrJk53qBxP/VRvd2xYRtUnvPHp/wR/dVYFP5U60CkL8eJK2Pgpw1/ctJ4LjPIIj0tVxAdFlYcE33lyTYLqcD4p7epZ5+nYTMRN7Lh8LlIoVXpZzJRHX6Fdcifm0xQJX0UaavUtkX+JKGmexQHHwEU+rGxflNBbwknZ4OHmAuybBtOzUc7IgSVgMoONDLVTSyMq0430U6CG+1nEe4GgfqQrlGOKdlyXt2CTyPI3gNa+LsS5ZtKZe17OuMBfHnNwsM1cS+17TVZEdqwAvyAIlD1sSujbav22HYOi1bMR5ksVIqDI7lqBPKF/cMS5Kc996ENQgCSaU3hwgQ+bPn68eeOABdcYZZwQUQdBcwAfvg7sNbtKYMbmkFwIR4M25sfIEF5Tpl1CkAtwErbwnJRCpJfg2UlJSEsb2G5v79eqhAEe/lqbyaQ4KcNyHC6mRBizGQJ2HMkNFSe07b5BSlZSrjUiA55mcMwv+yQf1dgAA091JREFUM/s/muACyembUBELVyAcpyyZosYPHZ+pHETg+Srj0a5RJ6iPGctnRIS4L1zItTgCHPGGyXjoYgsRxC4K6VDS00qAV2x+0oA2j4Ez3sOwMxnbf2yQBYrr/eF5gvz2jXEcA0UVJqsuCxmUMNCXaHdVZ4daffiQ7CH9getiD7b5o33hnbl0/dJcF0tJKQsCHN9P8lL3XbhB+8A9uj7XiABPSNpJ72/XxNOR/3fCe5/epRB4uPQfTtYyHgpwtJU08p/O56OMRvuzkZfepPWGihVGx165+YmnKdNdxlMudiqIv6wKcFfP7DQCHGQ0+jln+5IM/t1JqmfMP+g9gu/F9T9J6m1O9qG8A9sPDFazuyrATcVr1TlcLFAsZfAisC0LQD42JNbrp1higlwkgjFEAZ6mPkf7T1WAG8QuP1+aAjzp2DQPcHNuDDIacYtr4ju2HUih5DDdB65BtjTRsZ166HeDrwLc1QIl9+NSkmCa7/ik43gyUxspDeDv5nsrK9kelwQT5THnJWnXshHnWVTjcR7qPgQ4PYNGEEG2WgX4pEmTqv69/vrr+vOrr75a/fKXvyyijIKcgE6gd+/eQdv3gQ+P+LD1c2qoZI+AyRFNdHhjxTbYw247TP35zT+rZqcAN2ww8lYFJwHPq5ESYfJBrjlRjrMgyBJ79SDA8RIiK464yVIofNVjWaC3rG7dlHnRBoswpPZ/Y+EbqihADZw3AZ6132tUBfjEGRP1z49s/xHvY8l/mxTk9aqXPBJyhlwf30WfigVb7GoI7QepP05SSPP4i5TLNVKA45pZbFB8kmACoUk+iTTGc6Ft1kXYk5A620kBXllkcLWkAECw0rghbUGmSAKcf2d9+/XOfZ8LURuSx8LVOo7qxHWBKC1ZJYB27pN42sVWBeckZaHLOZ0sUDw8wNHvkB1eHj7ldM8gv/NQvdN3BvcebI09L9V2igWKlzI97Vy+CvDOGRXgG1IIcAfFMwieJAU4febqIx63AJLm4czLaTsH/GyJOHNRX4d6gKNdEOGHJJhm/Lmo6pNI4DSVLv+bTazkcg8uFihpZKft+j72KTYiOtXGxEHFHaIAdyXAQ54X9y33uSYn7M0YC/HIdrpmzLOJCNVNMderfB6nOM9TAQ6FN82d+XFYlCf//US7kBiy2OYmgL7PlpySyGKUgyzjrNfy8BsPIbPjrhPZmdiSYMYsVrgqwPOa77YGeBPgEydOrPr32GOPqbvuukt98YtfVO3bewvKBTVE1oaB1dOff/TnuhP9rz3/K/qcGjcR4HjB27Z4XP3s1eqJmU+oU/7vlEJtFPICf8GZE84iLVBsaKREmOYg97lzntOT/V8d/avYY/IgwF0mS3mBroXFHHN1PytIrVYLBTiRK9jBkLRl3gW7D9xd//z2Y9/ObB2RqgDvJQR4Gh6f+bj+edj2h3kfm1cCyswEeJ8KAb48nAAn6wyf6yMWsibCJHIYJEiSCraKAK+xBQpXb1N5XQEiwccDnJfLV+HuahsS6pdMWPBBsRYoFIvob+P8o83z+8SCjwc8xdq6Nuuc+j54+9LEO42o9vFd9lKAey6gLFufboGi25+jCtaVVAdJ7KM89rFAcYlpOh/e6ViczkyAV56ji/UN1XkSiPgd2neoNfZ8nkeaStqVtHbZ1edKpqf6pefgAe5K1mJnA4kcQj2r+d9t5+Cfu/hHZyH0XRTgSWXg1hTDBw4PSsaZRORHJGWCtVSSFUjRHuD0OeYt5mIyPzZuDp7l2kkq7jS1cRYFeFwSzCzXdSX7k0j3OEI6lORMtUAJJLLjrGrTfK9t1+Nlz0P5nHQMdjpgZ7y+FhuD8+vmda3YYxI8yuOsVlyuYz5jVw9wIcALJMAPP/xwtWJF05f6qlWr9N8EjQtkhV24cGGm7LDfOPAbauW3Vqq9h+zdpGHOXT03GqRQA4evIL1oue9THsRL0eAr0jv22bFuFiiuA79awRy0T9huglrwjQXqqxO+Wkjs1UMBHk2UuvTJ/UVCiyehJJgPiIgCsZD1Pj6zy2f0z0kLJqlx141Tj01/TOUNUgLnoQDHxB/ewnn0e3kS4OgTXb1z44CB58vzXg4mwCl5LZ5l1sXILPVCCx2hSRpDLVCArAT4tGVl5fgOfXZI/B6Pv6xJMEMIcKoXSkToCpQRxAqUri6WIZx0DU1O6UJMVxHgBSWoDLVA4cke0/pbigVMeEBi5eV5TaD2OG3BNKe+j9tgxBFYoXksIgV4inDAd4HItT7yJoN9z+ljgeISby62ZvQ3sn5Jgovdm4/SmsZqpXUla+xR/GCMTQRG2rmyktYgDtJ29bnGtasFiisBHncel4SNRNai3SapZxEHNu9d8zxxCnAX4pjKmUaih6qvufqZdkDEHQ/yd+XSlU3iz6lOEzzAa5HEMlHRnEboOiip0Q7i3jmJKu4sPt6VY1PVzbZyp9jOxHmehyZs5OdKU9on3astzrlFSOw105JgehLnWQl3H9KXPsMCDHZ92O4vL1Kak8GcZMZ1SbjmozZP8ua2Kc1dy+ez8JDVAzyv+W5rgDcB/vjjj6uNG5u+RNevX6+eeuqpvMolKAjr1vknwjJhTuysCvDKZ1iJp+zLfGA/af4k1UiAj+ONL98YkSnmyjDuiba8Ar5eqllhDprwEn161tNBic2yIsnnr4jY45OJWu0cSNvimgVE8pBasEgQkRDqW81x0i4nRTs/MPm46827VJ7As31h7gv6910H7hp8Hpr4o++h55hHv5eVAEc/gh0FIcSdiVfmv6InMbDecLWn4Nh90O66LOiTs5DPuSnAa2yBAuzUNyMBXrFO2bFv9eKoDRR/9VCAU39D5K8r6H0OMjfO2ioPVTMvmyvRHtlFrCvQAiWDAtxlMQbvT7LmcO0PIuIzwfOaQO1hwSq3506kH9635sTVhLcFClmApAgHfD3yXQlwV5UwP2fauz+EAE+6fx8LFBdFOSbMFF9pZXRRvfvUIX2nU8nujc7rNo0kJrI5blGGngPOE0eK8vMk7epztWZxTYKZep6Ue3NRb3O7DZt9DSdRQxM/elugxMwNXBJyuiTSxNgujgjiXubgJULEREl+6LUgwJNsYLKosEHw0Tw2xE4kkwI8zQLF5dgQNXZBpHIS6U7H2q4ZZxFSpRxPU4CbanVHyxWTcA8lwJOeR9wxadfLopaGtYo5Rs2iNk8ipuPKl1QXPsk2Yz3AE2xTTOQx320NcCbA4fVNft9vvfVW9N/4By/wm2++WQ0bNqzIsgoaFLQaSJNLDBq43QI1aEqoVWs7Cxec+49z1Rfv/6L6yoNf0f+NgTR1gtTZ07Y6IG17c94wBx7XPHeNOvjWg9V3//1dVWukDXLzBg2aoRTKqpwNUYDnDSJfqL0UCZ6gMI+Fr9+f+Hv18GkP6/9+eNrDuS5ITF8+XZNuGMxMGDYh+DwYCFHM5JkIM2sSTNRfXjYoUG4D+wzZJ+h4bJsnFfjzc5/PVJZFa8MJ8GE9hlUpgGtKgGdUgL+37D39c3Sf0c7HhFqE5EGA+y64EQHuk/A2WAFOFijdi7NAwW4QihUXAjzkGlwBXkR/4JKkkkDtYcl6t3P7JEsO9gBPKbfvAoqLX7dveYs4p8tzi/LmbPogdUeAS336eLW7LPi7Kq0xJkhTAuMdTRP6rDYhNEbD+DyJnOWkddzuDGcLlJwV4FksUNIEKVjMIjIl1HqEf+6UvDFNRR54P7CWIhFBXDmoDGlEfuh9ZCXAfRY1slig2I51ySeVxcYkiRROTYK5sZjrhhLvnIy2zXNc1O5rNsQTnL5kKi9rHHHrm3QzjQBP8+VOskDxJcDJLsZLYV0hg5OulZTQMsQDPDY5pYU0j0simkS0RwsyHcIU4IICCPC99tpL7b333roDhdUJ/pv+jR8/Xv34xz9W3//+91XRuO6669T222+vOnfurCZMmKBeeKGsGBTUD/QCIIKbEukQCU6dAPcgrUUCQFfg5Xb767fr3//61l+bdDL0Mrv0oEv1zy/v++Wal9FUX1z8r4v1z18894ualyVtkJs38PIlL7ta2aCkbU3NglBFZibS1kjimgWHjDxEq0jmrJpTtWMiC7Dg9NP//FT/vv+w/VWXDtl81322k7uCLJ6G9Qxf6M2LAIcCPAsBDtAiA6nuQ0Hkpa8FCfd8zrIYFKluHUhHGwH+ztJ3CleAE6gdog9N2o5ehAWKb39DixKupHQWBbi3BYqHWpaThlBeoe9yWSwJuYaPAjykvlysNMzFiKXrl+ZOrpMC3XUcV5gHuKsC3MO+gzyuc1WAOywu+OwIyNv6xYX0d1WAY8cn9W1kXZB4vpRnEo3FYsQIWDCnuUZS2VzGdK7e9qke4JXPsxLgNMZ2sUBJGo/7+HenJsHcEE7G+1i6hBK4SQRwnkko626BEmBD4nJ9l0SWQce6enFnSKCZVF824hBz/7gyE+GIhTWb8MrFs9x2r3Qc+qw4ixDfZ5tqgZKWPNNynBYBxhDMdB4fC4+062Xx5TYJ+rTj4u4rxM4kSZkdYrUSqtYXFEiAz5gxQ02bNq28Tf2FF/R/07+5c+dqD/Czzz5bFYk///nP6qKLLlKXXXaZeuWVV9See+6pPvaxj6lFi/IhYVo6MHjo169f7p7GNKCkTpYGObyRI27mrioTSI2mAAeRF/cCwoSEkgxdftjl6v5T71fXHH1NzcvIB7BmRxtCpNTaAiVL7PEkVrUiwNMmOHkR4EVbuuRpgUIAOU2q0JkrZ+Zyzh898SN14ys36t+/c/B3Mp8vSii2dmku/R6shoiUge1IvQnwtxa/pX/uMWiP4HNgoSEPBXhElDomMIxTJydtXy9CAU7e3Tg+xEoqUoD3TVaA8/gDwULb1H1tcDAJIzsxnyTMWS1QfBTgIaQxL1uRSTBpkQVt0MXShV/DtZ+OFOCOBHgo4euSg4Taw+otq536Ph9y3ccDHDu36L3tbIHisCCA/qIIv25nBXjnfC1QuGI7La5drXDyVIBH5PC65Yl9NT1rjJ1HDBqRrrZOmAugX4ZlAJDkS++ywJFmN+JD8uehAEcdEpGYxQLFZTzuYl+SZPtRVRYHC5Q8LF3SiHgXAtw27ks7Hn29iwVKHElplsG3/LDjpJhPtGCJScKZRMy6XD8X8r1jBvI8QQGe6gHuSbxjpw31ZSaxCYKa7GJspKNTEkwPopd/5m2B4mid4kP4ou+lXe95JItMOy5NLe1DSruWMYSY9rFNiQjwOAV4gjrdR2leC56vJaI6RXACRo4cqX/W01j9F7/4hfrCF76gzjrrLP3fN9xwg3rggQfULbfcor71rW/VrVzNBWgQPXrYX4pZYJKE9NJGA8ZEBg0WLwvKVN5oBDifbKGceLnzlVbqSDq176SO3enYupSRD1pgFcExedHkqqSkRSNNtVJE7OFaIAlqFTcuSaFCQeQI2gPux4VwaCQCnJJUQhEN/2giUkOxacsm9ZuXfqN///lHf66OHn105vLxBHZ59Hu0SIZBsU/cF0WAk2d2WgLGJCB5LanJ8QxcfZ7jiEUfopS3BUwyQJKhTnxJbExgaPLjeyyeIwa8eD9hdxIpwl2A+pq5orz4YyZINsHjD/cKEgztEv98Fg0oZrAFPG5yawMp42thgRJCTIeozUOIdm+SvXINLDAjRmyTrKy7EXz7Ax+SmtoDFOAukyEfcj0iVitq6SRwUjJtQdknSSzaPZEXae9pV29nVz/sIixQ6O/oF1wV4Gnn8ybAkzzAK3UIUgR1H/ce5ERzz57ZFOA01sSiYVL7w7kwHkl6vj73mFQmEJS0EJlmXZJUHtQhEUxxZG9Wz2wf1bOrfUmScjmyvgm0QIFNFRFAsUR8yjk4gWsb96UR+bg+9StFK8BBtpt9Mz+vLeazKuCTiGjUP6mdg7y4K8R43sr1NPuURNI+QT3Oz2fWNfockI6IB3xvkBrkbRXjSxAn1S9/NkmEtC2mQpJg0mcYs5o7crMS4D7WKU5EtkEw88/yTk5pXivIzzvgGPpviM6empmeb3GXdrt4CWVaI5wI8L///e/qmGOOUR06dNC/J+H4449XRQCJN19++WX17W9/O/qsbdu26sgjj1TPPvus9ZgNGzbofwSo1InE50Q+zmMS++hA8K+oz3FNdFSmsijPz81r4jsLFixQgwYN0n/P6556d6oeBOIlhL/x1bQV66qVEDTAz3pPeTyPRWuqdxC8u+Rdtbm0OXqR1fo52crIV8Bnr9xmJQPgv0GA1yr2+FbJWsUexRhNTIpuTzRhxGAZ18oz9kBgYWKKa8xdOVfHHxIZmomZ8rgnUseCaLHVWeg9jew1Uv1n9n/UjOVlIjZL7D0580ldTpD0X93vq0365pD2RMo4EEtbtmzJ3O8R2Qn1t3ldnzISuYT79Ylh/l30ARSfI3uOrPqbzz3t2HtHPcHGpPXNhW+qPQfv6X1PGJDTxHlwt8He9wSVIGITpA+IdJB2PjFJ8Y1t8D069NDf8Ym9Eb1GqLeXvK2fr+nlnVR2fB92GtgdBBI/qY/A8fPmzVODBw/W30Gc435tMZB0r9xGgsrl8pwGdh0YxQ1UPSizS6zSji0oyF1jjBPT9Pe0mET7pEUUKmvaPfXp1KeKEHaJVSL0zfuJK2OXdl10XIEAX7xmserae1tek7h7IgU4nrFLP9a/S5kAxzvA5fs8QWPaGJYWPResXqA2b94c9X1xZaf4Ms9t+z5/H6e1MyKzdXLNNu0Sv0/9Np6rJqEM4T0vy5IPyuXFOBPPCYh7rkQkUlwm9RFEWuIe6e+250FkKZ5J0j1xBTze+0mxR/GAOiMiw/Z9btOS1M6ojLo+E8pI43EiB22xBwEIxiggf5d+sDSyNzFjjy8gzJkzJ+r3zDJSDOH7cfdapdoulVXTtufBieu4viA6V8JzpftHDMQ9J6orEEM0PzDLTnWjE3PGnGfZ2nI9oT/u2LYcv2bZadxvOw+VneZWuCa9h8zzEDFotlcqy+Ytm7cReh3s90Rlwfs+7p5oboDv2spC9YJz2J5TFfnbobv1OfG6Bcyy8DLMnj1bDRkyRB9PZSQiSS+gWfoCqk/0VRA8mOenugRJtmnzpsjGgsrISfxu7ctzYH6vVI+IZXzPVKFSHaCciDGzjPR9PC/bc+J+2LbnROXnMUVl54sC5EHMyx5de+Nq6/Mj4hbfM99PvNy2euf3bT5X81jznih2+XXpnug+6HnzWFq5bmV0HAhvW/vTBLjlujx5ptkHkyUTtRV+r/z5mM+va/vycRQ/Vc91/ba2YdZvVGcV2xK6Pu4VbZsW7Og4qgOMcSiWMQ5r127b+5muh3Ohbvj16Px6scisF8uzoLrhiyDmc6J7Rh3wMlKdYK6B9tahfYfoOUXEfkKsmmVE+6QcG3ifVcVZhZg2nzfKTmptKh99zi1QzHuiY+g65j1R2XhMUnxQHdPndB3Mlw+57RCVhntOukedMO6EZs1Ztgkse64E+IknnqgJhIEDB+rf40CTmSKwZEmZyACJwYH/njJlivWYK6+8Ul1++eVNPsdLkVaGu3fvrvr376+WLVum1qzZthrTu3dv/W/x4sVVGVWxtQDHzp8/X23atKmqHF26dNHn5g926NChqn379mrWrG0JIIERI0boSQkmxrz+oLRH5uqFC7eptbDwgASjKN/SpduUIbgerrty5Uq1YsU2gjnunqDGQJlxT3xhIOs9bVq97Rhg67qt+m8dVFlRiE5g4apq9dmiVWXiIus95fGc3pld7QH72ozXVOd2ZdsTdNg4vpbPyXZPm9dujra9TZ49uaq8C1aVlW21ij1MfmiyUKvY66Q6RddGp1d0e5q7tGLXs17pe8k79oZ1HaYnfj989Ifqr9P+qg7f/nB10yE3VXXeedzT9KXl3QJ92/etqrOs7alPm/KEc9rSaZlj76l3yqvZBww7QM2fOz+X9tRpSzleZiycob+Xtd977f3X9M/tem6XKfaoXGiz/Dw+fcRby96KyPT1q9ZXqdV8+/Jx/cap5+Y+p5559xnVZ2Mf73uauWpmNMBru6mtmrXQ/576dSqrHt9b+J4m4X3aExHgOAfuzTf2+nfsH7WTMe3GOMfea3PK8TCi+wg1Z/acxPaEvg+fo+yowz4d+kSErM87l4jEnh16Rvfm8pxwHhAsG7du1Arlfu36ObWn2SvK9dlTbbteWh9BCzyYcL07/d3yAkHKOOKtaW9FE7TNKzarrX23pt7Tug3rogkECOoNazek3tOUOVMiAty13wMhu+CDBXqM0GbVtr457p4im5k1qqrO4p4TKcBnLJoRfT8u9pD3hsi39cvXq1mbyt+Pi71OHct9zfINy9WMmTOiHR5x7QkkP9B+U3XbsbWnzavL4xGUh39u6yMmLyyPV3CvaX052blpexOQmWtLsc/prdlvRe0B30nq93AeYP6K+bq8SX0EEZPrV6xXs9rMiu3L22xoEy1eJPXl3INdL3wnxF4XVSYkps6dqtaMjL+nSCG+dluc2e6pw+byM8diQdJzWriyfF9t1le2/Mc8J5DHaKtvv/+2are6nTX23p1dTiqM7/J+z4y9DlvKZXt/wfu6HLb2tHhrOSa7t+ue2J46l8rjdYyp4sZGNAdpv7lcR7Y+As8cQOzFPadp86ZFcwP0/bb2RGQOiJapM6bq5I0Eek5T3p8SEc4oj62P2LBqQ0TKVj1X1kfMWlT+vN2mdjqGbH15lzbluFqwvHrcQfc0Y+6MSI2+ctFK1b1N9yb3tHnN5m0inJi+nMYia5etVbO2NL2nLWu3RMSg7Tlt6la+Ft5XC+eV/2Y+p/Zby7TF/GXlsaL5nBavKsdMh60dtD0qrq8XZyvPadOaTdFcAnVh9uVTV0yN5jf4b7OPGDR0Gwfx9vS3NSHP29O0OdOiuvxg+Qd4gVa1J5wT5DoW0OcsnqO6bN4mfEF7WrWpTIB1a9ctujbvI9avLMfo0jVLrf3e3CXluQuIbttzIhJy5oKZalbv6nHElBnlmIRIZ9H8RU36vY2rN0YEoa2PIEJy3cp1UdmpjyitL1XFsvnOXbKqssNta7lf4Pek67FCOtvuiUjDdSu2XZfuiebOC5cv1Mfye5q6bGrVQkWTe6oQxIi1Phv6VD+nyjW3rNvS5DmpyjRjycpyv8v7CLQ1fZ+lDk36vVUflM+JegTfRWNaAOMQALGzcO7CqE/Fz+EjhuvFEsQdYnJAlwHb+r3l29rY8oXLVal7KWpPyxeV2ysWaRcsWaCGDRoWtSey+CPilY+N6HmgnzPfTyvWlvudNpvaNBlHEME8b+m8Js+JjsO5+XNCmQnTZk9T40aNi57TrAXlc7QvlfsE3u/h+lRG3kdwdb2O0yXbykh9y7LVy6rKjvqiPn3N8jVV71wSrq1cu7LJPS1bsyy6Dr+n1cvKZcACDOqPj/eWrl4a8Wj8nnbuuLOaMGiCWrJhiV6oQHxwAhgLcW3btS3H/ObN6oMVHzSJvebGWfYO5FhyJcB5JZuMeyMDanF4hnMF+PDhw/U/c2te37599T8CdS4DBlRbB9DnWFW2fY5zm5/jH4LHXO1AkJif00TH9jmCpFu3pls9evXqZd1qaN6T7mBXrdL3ZCohs9zT2HZjq/4+ZugY/be+3fsqtbiS1b5UndX+gy0f5HJPeTynNguqV4zadGujunTuEm1JqvVzst3TyOVlCyKs0H/Qtnp7zspNK2sae/TsoACvVewN7j1YqflKrd60Wh9fdHva0K48ghk1ZFR0H3nG3n7D91NvLH1Dk9/Av9//t3rnwHfUUTselds96cH76vJLbLdhu6kRfZt+P/Sedluym1JvKDX/g/mZY2/hm+UX5y4Dd8mtPW0/cHul3lJqU/tN+ntZ+73VM1ZHyvcssbf9/O3L59u82vp9l/b0ytpyAsxRfUZlfj/B9gME+Iq2K6rK43pP0UCwx1A9IMGz8r2n4X2GqynLp6jVpXId+9wTEeBDeg6JyuQTezsN2kk9Ne8pNX/tfK/YW7ChPBkZO3Bs1XG29oR2iLpB3aMMoweOVv+Z/x9tqzNkd/d3Likrh/YaGl3T9TkN7jFYJ6kGQTty2Ein9rR4fZlIGDNkjBoxZIRzH0GT+279u+mEsWnjiPa920cT9rE7jHW6p+1K25VVSaWtmgwEqZ12T+vfXh/ZrLj2e/279dcTz7bdqt85cfe0aG05HnffYXc1YkB6e+o/v0yA431j/s2MPSigyBt29x13b7JV3Lwn1A1Nirv066KG9hya2J5WvlgeR4waNKrJvZrticZ8UMqmxd6kdZP0TyyOuPTlemF9w0q9KLZT351in1PHVWXV7IDuA6J+J67f23FY2aZoXWmdLldcH4HPSAG+66hdqxIem335Dht2iEQJSX35uiXrovtCMu+k2Nuu33ZKzVaq1LmUeE/UF4zebnRivzfy/ZFKva3Uig3V/bt5T2u3lrfW7zCkfE9xz6lv1776nd+pd6fYfq/9inJ77t2ld1W/x+8V9zSs3zClwCV3LpfD1p7enPpmuW56DEh8Pw3tO1TXG55d3Njog63lcevw/sOr/s5jr23vcjlRv3369LE+pzZdKmR+135RLJnPibe9HgN6VCX3pefUuXfnqvPY+oiVnVYmxpiOkfJp1LD+w6L+y+zLB7xe/nxzu83WfqxDjw4R8Tlm1JjoefF7GvXBqHKZNqy09uXAmk1l8mLc9uO01ZR5T9uv3D6ax9ie05uL34xix/wb3dOg3oOUmqPUlvZlMt1sTxveKfeRA3sN1M+Q4o/KuMPQcoyv3bK26vnRPc1rWyZ4enbuGTvXoJ1BPQf01LvICLinXgPKuwjQ1kdtN8ranvCu0/1MJ6VGDDXqYFa5Dvp261vVtvVzHDBAjd5U3qmGObW1j3ij/APvB9tzol0O7bu2bzKO6Nm/Z5Nj+XPafl1l/LpxtbWPIHJxx+12VCOGV9/XdgO2s9Y7xeymNmUia0DPAU3uaW3Xcv8E0tl2T3TdMcPH6LwD/J6GDyp/f0uHLU3uaZYqj197dinft3lPiEOFJtihTADa7nX4wG39SdQX9BtS1d54H9F5UbnB9u3Rt0m/12t9+dlg/LSptKnqmmuXVKxpOvWILIltdi29B/SumuuVOpSieBy9/eioLGhP47qPi77XsVvHqvY0p03Z9pHGGXxstLRDmdTE9cz30/oZ5XHWoD6DmvQ1tPjStvO2dkXPaUOp3G532G4HNXzItuek+6PKWK9H3x5Vz6nT/PLCouaajH4P1wfAP/E+gnYC4pzbDd6uSnTWf33/KBbNshMBPnr46CjG9I6KzpXxZWl9k3va3Ka8+DJy6Miq2MM59DFb10f1R/dExwwbMKzqnkaoEeqZsc9E549TP4OkpgVV3u81R86yTSDHkrsHeL2B1QGsevBVBgD/jS12NnTq1En/M4EHyYkQ+syGIj+Pk+vn9bl5Tb49w1ae0HsyfYa267VdecsT8zmibfJQhEEVQZOMrPeUx+emXykGv6SWIg/wWj4n2+fkW4h6hNehWV7X82QtO0/cg4FUrWKPtrhSHBXdnmgrICbtdK08Y2+fIfuoW169perzF+a9oI4ec3Ru9wRyEKQJJmLw7M6zzZOPObWdLLE3ZWlZdbLLgF1yea44B4grKh99J0u/98bi8qxit4G7ZSojT3rncx7+3Xlr5kVkfNaYpASO05ZPa/I3l3uisoAAD+33yC+ZLBh87ilKgNl9oNM73SwLTV5h9+HzPCj5KzzY+XG2c9A2V4o/SqIKAtznXrkFirmQk1bvIGCIAHf5PraJkpoZux582g1UriAvoTwe3nZ46vcXrl0YldG0SogrY1vVVr8T0L7xD2RL2j2RPze/Tto9RYn/1i9PrQN4A9O2fCJ/4spCoLET3uFp36cxEyaymHSZ52oS/6ptZC+EOtqu93aJ36dxBPrOtHsl5XpcvfCyU7lxry6xhz5SE+AfLFbj+m+boJtlobEASFnex9sQV17z+xjbgHzQ5e227d1vlpHux6UO0A54LCXFHtnWwOIk6Z7ovWv2Beb3ncvInpHtXm3j0Lh6pOeC9sn7PbOMVB/4fty98qSKSe2DJ+iMK3tkQ9O1b+xzpftHDKzdvNbqR0zJB1EXcXWAtgeBCK6J7w9tOzT2PCDZ4vq9Pl3L9Y3zxD0/nkgz7jzcv9t2HiLz8D3Ms233pMnACnltPQdsA8iTv2sfa1l4/NieE0/oGfe8icClMpvfo8+pPsz4o/tAXfAy0Heiuqhcx3avILDxPgbhb8YSLQLgO1SXtueBNmd7HtzP2tZu+LO0tRueKDGu7HSfSWW3PT+6Np617fmRAhzfM6/dq4v9WLPeiVC0PbO460Zz0i7V19XxUikz6sW8J/J6JmLWPHf3ThX/aeM5p90r9RvY/W72EehXqI7NOqB7p/PTfAGg4+KeK9m14Hv879zvmrdtXLtj+44RJ0Pnp2Ppv8lehZ+TymnGEL8e6sD8G/fYbhJ7lbilhSf6HGXGcXjGVCZ6TmYZ+fPjPuz8WrTb0KyPpPLReWz3xS1QzHuiujDbU4/OTeODys7boHlPHEnjCFu/lwd/0aYBuDCXz3MlwH/1q185n/CCCy5QRaBjx45q/Pjx6rHHHotsWECq4b/PP//8Qq7Z0oCAwxYBW+BlgZlUhpJm8Uy3NPgEETdlyZQq3796wyTAMWEk/yWfZGNFgvtNEgGOukQSwqwJ9XzAE8T4JsHMEnsuCZPyhEvCpCw4cPiBTT6jLWd5gZKlgsCCf2ee4Ekms+KdJWULorH9qneSZAERHkSAZ+33XltQtrzYY9AemcoVeSR7Jgm0kb60CJEFY/qVbT9oK2hojEGNHgoifei+fMB9qkNAdUjKXVeATKZFiDSY8Qe/fwCJN33ACXBfUP2QR3UatD95aatWyfgmF3VN5NckOaVjAkx+HbQj1z6IEm36xIpPUk+KXxDUru8Nn/PzJJWufRmeHSVczTPBJn0Hk9K0BLoUBy7JNSm+8S5Me65UHy7ljcYPKUkwaXwBywozJ0dogsno/h0SUrm+V+uRBNM1SWSUQLxLn8T3Lo0faW6QS7kSnq9L8naM+0ndi3PZCHDXBOn4O64Zd38u5SESFuUBSQWyKigJZqfkJJjROWIST/K/xSVfpHNARR7XdtISUPok9EwrB4g0W/xRGWD7ADKM5npNjo9JIkl/Qxu1lSEtCSX/W8jxaUk0IyLZ4XgTSYkd+edBySgrx2JXhC2ptEtSSSxMoR3wpIx4/5Cns2/yzaTEm/xYW7LC6NiOfkk74xJSko0F4hHCJRzLCfCk4/jn5jX5gkjccag/8x6TEkwmJd10SYJpXov7Zccdh9iKK6PPtaL7Mrz3k47BWDguASnVD2I6ri7MOqRzYEcf+iGMGV3uqZ48X0uEEwF+zTXXOJ0MFV4UAQ7AzuSMM85Q++67r9p///3VL3/5S/XBBx+os846q7BrtiTg+fj447jCHMARAc6TEFCSIqjfQIDjRYbGbxvQ1RqcWMDv+EcTh7gXY61BL0KooshPcM9Be2oCPAuZ5gsauGKQ6/PsssYekT5EVGGCPGn+JPXJnT9Z9fLIC66TnFAgaekDn3tAE6sgKc79x7m5EeCvLnhVnffAeRGxlIWcTHseWQlw7T1XKefI3ulkoiuIbEH5ssYeBl5QSOdBgOdRb5Hq2ZOYtGFU71FVhG4oAb5jn7LFQAjoPlxIujgltgsRbQOpz12JYQLVF9/+HAcz/rAgRQrwWhHgRPRHHtUp4AkjKcmXK3xIXYASYEI17QPUw7tL3y2UaI/uxeEavF1i4cDp/CxpaJ4ENQFlmbx4slPb4gS7z5gPRB6fqGeNW1oQSytzRIBXEmcmgSuEk4QXPIFj2gSSzon7x46JuHbiU68ubYf80XkZshDgSIxLBFLaeIeeexLRTH/Dc0l67zqdy5VsdljgcDkXnjn+jt0i+L6tf3cl5dMIfhcCXO9ArVipaNuQ7hYCnKmm00jjOAI8UtB2Dj8H3Q++F9d20s5B9xJKHlfdS6de1vgDGUV1iu+aBLhLXUQEp4VUrRUBjn7ARuBHSRZj5q7RtTf6X5vOabtvnYujYtFlOz5Kpljaqo9vQoAnkNGcQMT3OAHOCV8byRtHDPP7TSKH4+43Iuwt5aXPbMR5RHBWEjfargmy1Tw2jayPI295ss644/RuhgByGc/SXJBIul5cGRE3tPMqjXDnINLcdgx3IKg6hiniXa+DdyT5+jchwCs8F+rC5LSi8hlkOz8HvsP7mrSFjnrxfC0RTszRjBll0/564+STT9Zm6N///vd1Us699tpLPfzww00SYwrsgGIehvfcky8PmAQkDcSirSHYTlKZEHJPRTT8RiDAabIBBSoR4DRJbhQFOE0KMfgGaUgE+N/e+VtNFeBcoeGzwpg19ojAAVGFBZSdr9tZ//efPvUnderup6o8gQly0Qpw4ONjPq7/gbAG8iLAT/7ryZoYIhwx6giVN4jMwKTHXMH2AUgjDCzQP1CM5wFObGaNvQfefUD/HNN3TCLR0xwJcOqPQXiS4tcHtDAAK5B6KMCzEuBUh77X9iHAzfgjAnz2Sk8F+LrsCnBfAtxXlW3aengps7sNLpRop3v3UoB77NggixWfnRl0Dy515ar65aBYcVngIRLehWAH2Ute3ShXUr9IdeeqAI8I8ErS11wU4BXSE5NsTNDjCJ6IvPU4J70H456Lz8JFtHMpYUEE16LJeB4EON0z+v40wQfdc5Jqm64FYnfmzJmx710aWyWdy4Ukdlamu6rJu1QI8Bgy3ZWUjwj+mDJF99Yp/t7wTBCraGf4Po1rQhXgcaRxRF53ciN9bWMFJyI+RQHOyeu0cqSR+SCQbPHH6xTlMN8HLveRqKJOUWCnHZ92fU4k2wj8NBW3S9nTFNH4nrmQyEli2/H4Lil5cfwQtW1sgQVEUtjayo37xbEgJnE8H/vSfYBLsO1ESiLt6bNYwj9BAZ5EnlNSTasCPIWQxvkwHjXLm6YMjiPd045LI5dtx/GYw3GcAM+iyvZVZmdSgHsQ7fTfWDjj92qeB98jTgvtg2LavBYEoZgzY+6MY6jvxjHcaqWReL6WiEy1g4fFs4fWArA7wUttw4YN6vnnn1cTJkyo6fWbO4p6XpyAoJeizQIFkyDqIGwvlXqABhzkhwvlUdL2pnoAExl0vgCVbc/Be+qf9VCAJw0Oi4i9iND8YKG6b8p90ecvz39Z5Q2oKqBm8LV5CQWRh4i7rG0CpAEnv5GQ7vN7fF7lDZpYYyKexZaG1J8gjXyVpkmgSQ0msfDmzRJ7d7xxh/752V0/m7lcRAJpz73K4KieBDjqHf0KBmJphFOSAjwLAR5KQgMzV8zMtHuArk3kpQuw5ZYIYhcCHODxRx7g6LehLKmFAtxXZc/9skP7Bm9ltqcC3Ec9jbZGE9aiLFCIZLaRVGn3AJEA+qm8CF/f547+iJRRrgQ790dPQkSAO5432u2WpgBf714fmLTSzrkkMjhSgDvs/ALZQuPDpHP6WMC4WKDQtTC+pp2VLsr3tPPhu2kLoC5WdBQPGDslvXe9LFBSnocL0Z8Xme5aprT7o/OnlSdP1XSs9ch6dxIdYz7bONXHvgRKSVt/52o/4qIAx/fi4i+LAtv1+KS5Y5IlTdr1tYdw5dwhBLyLBUqaApzU57Zyw/4mThATp5zn8ZSmXDePzWLbkjbPT1KPJy0WmBYh1vL6KrlT7jNOrR56vSSrELJq8SWl4xYj6L9xTts8MJakr4xZfEjzpHqk8yC2sShj3hMtPnEg1mlsQYsGdI441Tj/jO7B5RhX1JqXbVUE+M0336x22203nfkT//D7TTfdlH/pBM0G95x8j37xnbP3OU23oGzalgQTgz1ujdIIoBcZ2QFg8pH20qg18FLgE0h0xEQ6uRINecB1EpE3uAL8lfmvRJ9je3feoIkJyONaLIDgGuSZGEJCcpCaHGrlR09/VD1y+iOZyMk4aJ/bygQwi5o5lPxKA8oGmx5fctPE1KVT1YNTH9S/n77H6ZnLxUmL0GedJwEOEocIOyJ1XYEJDymhEW+hiEg6z/rAIM9HiZ3Ur4Ag5YPXJMC6BINUDHpDdgSg76TJg48NCrUzVyVtlp0H9CxC7s/bAqWiAPf2APe4DvUz6GeTiI0sJHuIAlwnR6pMqNLuw9dLGxjY1W1xiZ43+kzXxW0iQ509sB3L7fpcfRcEXMhgV2sR85wupLqTB7jDvfso9ek7GONi4S7r83Hx2natwzSFtK9qu1Z2Kr6+5LEWKBvcxtLOvtkZLFD4/CwOEC4RsWkri4s4ho+nbWXxUZG7EOAh9eFSn04KbgcLlVACPknV7GyBEkDec1LOvLZTuWOIe5qDczIx7liTjHa1bcEYj5Oa/B5iFe8JViaJnuWV4yAsIVsY815jCftO9vsMtUBxVYBzItalnEWosn1V6q6LEL7lA7hAKa183AfcPAYwd2noYyw8WNoxgjoT4LAfufDCC9Vxxx2n7r77bv0Pv3/961/XfxO0TuwzZB+14BsL1O+O+130mU0BjkGFrWOCAsn2Mq8F6LrklQySwEWJUGtwi4hhPYalDgTzAFb6b3jpBvX24redVR5FgEg6qMJemvdS9PnkRfkT4BHR1NU92VgW4BpZVLA2AnyvwXupI3Y4Qn1k1EdUUcgjEWYo+eVSp762Dzb8ZfJfNNl59Oij1dj+Y3MtVygxnycBznM2UHJd38SgsPTIYg1Dx/rGPuoPigko2ElV7Qu8i2hHkuvzINIdySx9LWMoBqi8IQR4iALc1VeZQN8LsSWqlQd4CAGOtufTpwcpwD0IcMSPq2I+RAHu2rbo7/i+a/24Jlj0jVvXxRrf+nAh7LkHeF51EGKBQtZiSWV0IawxRqSdg3GEbt7JRF0V0pwgjlOs5aXahtqYFKtZE336WqCkeYBn9RL3UW+nKsATSF/0C0nKZRcSHUIeItSsJLrD/CJNAR4p4jsGWpC4qNA7Ohyf8fqhdZCLBUrMsXhfEXEXR9A6EffmsazMce+fWPWwo21LIoHqqQBHf7Jp66bY++WKZN/yphK3Md7hcQsEaUkw4wSJWZXjSX7sPsdkvZZJ7CdZjGAuQGN6fq0k3/Aqu18moqHfIbqwzRM4P2bWOc4XMrcQ+MG7hq+//np14403qiuvvFIdf/zx+h9+/93vfqd+85vf+J5OUEPgxTJ06NDCSD2uZjI7Vj44MjsmDH4n3DRB+zpnsVPISwGOMtCEMERtVxQ4yQTvXhogYWAfp+7JiutfvF4nVDzwlgMzWaBkjT0iYkDIz1ixLSfB7FWzvWwEiiZ/ak0CmiAf8Z37lz3Si0QeftYR+ZUzAc4JtQUfLAiOvX9N/5f+ecLYE3IrVxZiHgNv6kvzIsCxmAbMXeVHgE9aMEn/3Hvw3pmuT/eBfsxVhQ28tfgt/XPHvjuqTu3tqiGnjOkVwtK17REB7uo7buv7Ih/wVW4+4HhHZiHAvRXgWQhwTw/wEG9uX3V2La4RKcA9LFB8fMBDk2C6LHzQ3336FBdFdYgFiosPdhay2jWBY94EuJPCmt1LXL36ENYgHImQjCujz/NxUm0zBXjSe5fOBSLJtFMIVW3j3WiqPDl5jMWANFFLmsrdNwlm3Hlcyf0ktTLGA6QwdVGAZ/EATzsPT4Lpco6s6msbgU6+2PR84uIvaUHAJwlmkoq6SAV43PFYNKO2VIQFShIRnaY8ryJpPUlhfqxZ7rT6AqmJ3byAb2LJOA9wTjLbSNH27drHWoQ4W7bkZGXikgQz6bhaKMBTy1gh/ePqMkhtbllIIJ9687gQhXpabNmSdKZdpxF4vlZNgG/atEntu+++TT4fP3682rzZrlgQNAbQINq3b1+zhsG3hfDBkdlZYGD++sLXtQLx9tdvV7UETzqwfe/ty5+pUkQk+kw2iwZXlu3Sf5eqF35RKvA737xT/8Tzw3MKVYBnjT1YNfAJJCwPyOLCVdXoCiKJsiY8LNKjNw7z1sxrkmy2KERERQYP+lDSyAWR0nrNwqDYw+TymdnP6N+P3OHIhiDAKT6wVTQvGyJafCA1vivIigi7f7IAC6WkwvZZAKLdH7sM2CXT9X13X/jartj6PiLAXRXgeEdRXoIgBXilLwOpCJKgSAsUHw9w3BP1H7WwQPEmwH0U4AEWKD6JNn2TSZo7p5wU4B4LHkQSJ5G/GF/5KJZ9Fmt87UqI2ExMCEmEa44KcB8LFN6vx92/74JCWhlDkom6+Hb37do38b2LeQARU6l+246q7Thilc6Dcaurz3lcfeWtAM9igcLv1YUwBSljWyBwUW/z84RaoPBrJJ4jg/qZPHR7d+kdG39ZklC6Hp9owZLBAzxJ7ZuWiDKt7Ks2epDYMdfOogBPtM9JOTbRMz3w2Dhfbaq7OM9qTqTmZWWSavUSR9Y7eof7Lg5kIcCxaMdFe6EWKElq7lhlewrZHqm5LXYmIRYoPveUNQFmPXi+VkWAn3766VoFbgIK8NNOOy2vcgkKALLDzpo1S/+sBXgD54M9c+WLq+D+Oe2fqpaAzxMRAigbTQKIDGokAvyA7Q6Ift9/2P56skSrzHHefllBKkvgifef8EoSlXfs7Txgm6p5/JDx25JlZfTNNkHnCyGaQpGXBUqRiuoiFOA0mS+irqkOZq+cHRR705ZP04oaDBx37LNjbuUa3G1w1bMKtT/Ja4AT6sFNCvCsBDi3APJZAKK+adcBu2a6fpRgt2JhkTcBbuv76FhK4pkGamNYKAjxBiTycUtpSyJ5VWsLFCKmsZjp+66tpQI8yZLCbJuhCvC0+4i8mh2JT6B/l/5eHuA+CnAXSxFM2qnefBXgSe8VTqy7jkWcEkJ6JNbk33NJgul6zrT2ExHWOanUfc6XZoGC3XiwMwR6deyV+N5Fv58XSQyBBBEXtvt0Ja1ddgr4+pJnvbekOiKyVS8mJCQR58SiLaGfq7DFxQIlVUVe+bv1fjwU4LgPczGXjoePdMe2HWPjL8k+0sUChQgqIow56LNgAj1DIlB6tvr+YxLk0rFop7SonqcC3Im4Dzg2LgmmS9LRtOum+XH7ksqIuS5tu2RTgMcR5552LWl1mzXpZqjHNieLXdXtcXUSogD3IfajhKAV7srFAiWt/kKI9kbk+VptEsxzzz1X/9t99921LUrbtm3VRRddFP0TtG7wToGvqpveRyCoCFn8ekPAO1R0biYR10gE+DGjj4l+32/YfvpnkT7g6Iz5JACEE03makkOEz603YeqCPC8VNME8qGMFOC1tEDpmg+ZTws35OtcJGiinoUAz2LrkIbRfUfrn+8tL+/m8MWUJVP0T3h/57mankUBHuIznIZoIcmjHWHyRArsrBYoPP69FOCVBLhZCXDXRIGEWasqHuCBvuMAJaadvmK6dzsJiUVYxNAEyKW9ZkqC6UFM0yKQrzd3rRTg/P2fZvURoqLm1yhCAU7vSIwPiJjMTQHuYClCscZ3ebjGD8ZmJkHDxyZk/eD67vBJ4OhLqudlgeJiAeNLqKeV0Wdhhftj23y7qW6hsnZRsSWRu1AqR3YWPsS1pZ36JG+vtQe4swLcQjpHPuIpZUH/T8kFbcrrPCxQnEn0JAsUFz9z9jeT3HI5vkrJnqDAdlGh2/JW5ZUEM4RATyMSzb9lIpM3+h8bV26nRYfAJJh5JJb0PQ7o2r5rmGd54AJD3krukOPwvqZ3to3ExaIM7dzOajHi6gFuJj/NoswOUYD71F+aOl1QZwL8zTffVPvss48aMGCAmjZtmv7Xv39//Rn+NmnSJP3v1VfLydgErRdxCnCz4XMFuKtvaCjQEXIlF/eQwqC9kQnwcf3HqfP2PU+dvdfZ+ve0LYlZYSoipy+frpasK46w9FHAn7X3WUGkWRw++edPqtHXjlbzVs+LiMC6KMDXLsoU20T0+CaUq5sCnCbfBXjt79RvJ/1z6tKpQce/s+Qd/XNsv+zJL60E+AcL6p4Ak5/Lpx29uehNrSZGDJCdRx5lcF0AAvlCBHheFiiuSTCJtM2yyEQ7CqYtm1aznRJ0bFodo27zUIDjXR6X3I6Qpb/iXuNpti6hyXaxy4resUkENa5PfZlv2yxSAQ4SJbIKS3juWTzAnchfjzJjjEg2FXF1Qn0ViPU4VVZIeX0Ta0bnrCjHTWDRARNwnzpISy5N18rNAsVD9U6qZvT9JhnByWH+DEN9sjlx7ERcJ6jTXVXbaefBtn0iObJ4gHNy35V0TiLAXeonkbxen90CxZlEd7B0SToHiHzq08xz5ELkO1iYFOXh7Xp8qKIZ4DuH4xTkLgR6HLFbGImd5h8eoAB3VWPHqaOTypuaXDJNWb3J0688Rq1eSwU4V0DHvZdt5QzxG8eYy1VtTu9gHwLcltAyxAM8lTTfmK8CXOCO9soTEydO9D1E0EpBgylMcjFgps/MFwNXgBdNgH/2r59Vj01/TE05f4omosyOlxMMGMD7el0XCSjkfnPsb7yS22SBSQhBrZjFhzYrjh97vLrkwEvUgcMP1ORTXhYoiM/7ptynf//qQ1+NJm61VIDnQSaDxMCgAOXPkyAt0gO8SAU4EeDvLns3lYiz4Z2lxRDgRJy6+j8XTYBHuw88FODk/w31dx7qeN8ksPge3hVIakaLgaEgywrXa+fhW4/EnWSnAlIFW/iLbic4Vi9ipvQxIHhILZxFAU52K0lEUSgxzYlj9Hm4ThKBF6oAp+vg/ZpEUIP4ozGO7zNySRoa4qUNoG327dRXLVy3UMf38F7DkxXgHs/bx/7Dp8x4f+H76I8Qq7bFkZB+MM2+g//N1QM8TS1MdYN7Sku+6G2BkrcC3OEZdWnfRav4MA5EXZlkTOT/7erLnmATQp9hvpDWP6Y9C597TDoPjx1Xr+uke3OpqyTPbC8CvFMv3W4S7UscLVCSkmCmtZ1EGxUH9TT6NLQltI84JXEWBbiPDUuiEt4hKan5TNHPZyHgXUho+jtIwTgFeeFK7BD7lE5hSTCrruup5E4j+5NId+I5+DUx1qOdS2mJN0MV4L6LIhHhy9TLVfcYp2C2JKak3/GOiLPgwfXwLuLlDFFlc1LbVkbsOMN7l4hyMwZirUmSklNaEmfGWaAkqdP5uawe4AlxJaizBYqgeQIWNSNGjNA/awGuFgFAVqATMjtcStxHg4c0r81QPDXzKXXP2/foazw580nrNhVOemIg7KJiqSeSBnJZYVo0cPLEV7GbR+xBufCzj/5MnTjuxGDizgZ4mxMemfaImrtqrv69FiSyTTWZ9XmhXlBXRSNPD3AfhaCPzQTar27jvcox6APamULJcfMsl4/6txEV4JPm5+P/HWpDQupv1GWXDl1qpgDHYJoW3FxtaGx9H4hYDNDxbpy5Mt0HnOolCwHu2l/S/aF8NLD3AY6jAXzatbgFii+wrZ/Kl6aezkSAOxDU9HxARLmQdb5WLpjE0jjKp69EzA3pOST1WWRRgCeVO7R/T3u3BBHgDkkwQ33F08hlfM91LOlqgeI6Bku7bx9Cnft2WwliZg/iMuZLIom9FyMSFjgoDn1U7lYleeX+MO5O8tw2E4aaC/B0bhdyP8kz24cAzyOBZRJ57WoNE0f+4t3qqoqPtdJgSvak+Isj8pH4nBZ/k+o0axLMuON1csCtm9wtVDb6W6AkXb9IP+2s5Dn3fvdVrceRw8EJIlPqGTE3oOeAJtfkZQ++ZmAyy1oowF0UzFa1NNuJ73sM3qtYmE1KRJrVbiXVAsXi5+16T3l7gNea52vO8K6h9evXq5///Ofq4x//uNp333219Qn/J2hcYBC2efPmIDVkCDDIAOlNQAeMzsrsYMyBtEuSrhA8Ov3R6HciOc1Onm9rbyT7k5DthHlZoJD3NpT6RFj4EjFFxF5eiSOfnfNs1WCB/ptUmrWAi5ouDZF3eYBqsx4EOBJm0Sp+EQpwKBAmDJugf7//3fu9Yw92OMCwnsMKIcAxCU7zFTZBFjm5KsAr8QJihXvlJeGVBdsU4HnA18+f/Md3HZjN/5sT2S5JMNE+iYh0bWe2vg/vQZ+FkIjArSRQLbK9cvuTUHW/q6VNZIESmLTXxb8exAo921AFeBrRm8kyhjzTHYhkbF139dIGEHP03JPekyEe4C4WZKE7F4ogwNOSYEKdR0SMa3ldE0z6CAbScmvkrgD3XKTgxG4Sae0y5uvdyY1M9ymX7T59nkOSz3l0fw5lIgIVgh6uVqRzu5L7eVugmOfBO59IsizKadcFizgSHfPBkip5+YibBC63QEmKv7jFAF6mrBYmrh7gvHy8PEkkWJqSOk1BmkYmZ1FTF6bizsM+hR2LuCfyMe5YOk4vTGzZ5FzPeKY2CxR6XniHxy18xdVv2n2merPXwAM8lABPVUunXCtunBqSaDIkCabNNiXtnmxK8zTSvBF5vlZFgJ9zzjnqZz/7mRo5cqT6xCc+oU444YSqf4LGBRrEvHnzatYwoJDggwD63exgzIF0UTYofKJGqjuzk+d+snkTX0WgyCSYRE7sMWgPPfHG4JTqK4QAzzv28rDgSLKiGNN3jKoVIjWdQ+K4evhpF5EEk54b1OpFbfmi3QK/ffG3auNme0K1NAI874SiGPgQETdtuZ8KPDTRnks7Qvt2aUtow5QgdPdBu+dSBl8LFCTkzSMBpi/5TkQqCJC4LZ6ufV/kA+4QA6RODyFwCRQzqQR4hgSYvouTkQVKYM4Cl4SyIJtIVReycOSS1DNLnbn0/aF9u56It+mW+iyo/D71QxZAGL9BOZlnudMWBbJYoKSR1RBtuBCKvJxxfYeP8tj13n3P6UrS+9qWJCmk0T+6jPlcLFBcn0WiBUqAAtzmc+5DXGPMTDvxzLoKIdLzsECxnYfPHbJ4Z3srwA0CnMqFOrMpOl2IeG4/khR/cQQ21Weawj+OwOaLCS4EOsZcPMY4sZq0YyQPCxTzeO6pnOgBnqYATzg2jnjPYp+SplSOKzOv9zSS1/x+mo0GYqLNpjZN7tXFOiX3ZJYptja247BoRzshfLzKgwnwyjny9NiOPS5NmV2xJqkizVPKZyWzN9ZHAV5rnq85w3uf/P33368efPBBddBBBxVTIkGLAgacZmISc1WuVgQ4JXAE3l/xvvXludvA3aLvkPK5tVqg0CQTCslRvUdFtgONoo5P89/0JTqRZPO5Oc9F91xL/3ea9KItYBCdtr3WhsiepgA7kSTiFGXGgMnXdoWrA/Pwkbbh9D1OV1c+faWavGyyuuzxy9RPPvoTp+MwEKFB+bAe+S+Eje47WpN2SNC579B9nY8LIarSgOcGggokAc6fdm48N9QNiCJSMddcAZ5TAkybAj6p7eXh/x2SCJMI3izXjZJgplmgZFAz+y5oEAEeSuyTcjyJAKe/4Z0F25SGU4A7nD+LVVT/zskKcKhTaSzmQ+Dj/YtkdFhciPMXj8rtSYD375KsAA+p70gBHuMBTtcCuen6/qXdIxiz2rz8QxKXJi3so3+i8XIeSTCxC4uIDl9LFdu4y9dCplYWKJECvKufzzmO44STD3FNdjGIK9wfTxbtpQCvzJsSk3s6lCeOvKa5A1Spaf1jnHIacUTexs4K8Bj1td45nDIeTLNAcVWQm/Mm1wUFuj4WSdZtXhclleQEWNJiAmIM4y6Mm3EPpjLaVYkfYmESd3wVIZxEJscpwH38w0M8wDvm6wFOv+M5ILGqDejP8TfENr5Pse2UBLN9U1LUZZHAVkdYYKb8W7EK8MAkmJFXeeDiQJ4WKCHX8l1MSFvksZHZaUkwk5Tmsdex7BCQJJgNrgAfNmyY6tFDDNoFbuADM1J5mZ2SOQgpigDn27EjAtxYVaXEeSYZ3qiwDWrvnny3emjqQ5nPTYNrTBo40YWJkq/PaRFwSWrlQ4Cfutup0Wdj+tVO/c3bCRQhoRZAoWRDlvoni6OQNlsLxTr6nBs/caP+/apnr3JW2FNMoK9K81MMwR4D99A/X5j7Qt09wH0V2KRYxoTex44hq52CjQDPQwHuo4AnBbir/3cSyGLJSQGewcLD1wIlDyslV0/3rBYoLgrwLP7fVQR1Qt+RpV1yj/E41U6WvrJf52SVMo2LQPr57MQBSZWm9G9ED3CMlWx5ZqisPrvbuLe3raxZLFBs8cbHOnn4lPNdWK6T7kQFeGAS0RUbLAR4hSR2VYAnLXD4tB+dODbmXD7EdZJdjA9xTWUBuWtalHl5gHeMUU07+n/z75jnoPtp16Zdah+SpgB3EZ7EEuCVc7oS2HEK8LTjQV7R2Jefg66PvjRpMYESecYdn6bgjrO7yOIBTseiL0ga1+WSBLPWx1pIZS5+S1pwsSnPXXzHbUkwXdTqSWpn/ve447CgTf0ESPMo6WbMNW3EOZUTC9xJySzjyhlqgRLiAV6La6V6gHe0eIA7KsBtSnhJgtmgBPjVV1+tLr30UjVzZnriJkHjoSilZRy4UpiUlHEWKCN7jSyWAGcTQJoUmy8kdPaXHHiJ+tiOH1OfHPdJ1dwU4DOWz1Cf/etn1cf/9PHMtih8MMgJ8NCFgbxjLw8FuN4uVCE7P7HTJ9TYfmP14O+bB35T1RJYUKAYDI3/WlugYKBME4UQG5QiE2ByfGrnT6mdeu+k1ToT35/odAzlCChC/Q0cPPJg/fPJWeVkvK6xGlmg5Ozz7qPAJsVynh753DM6bese2ju1Eb5gmSWO6T2V5lkdqgC39X2kAEdyYWcFeAbiPfLLTrnHyM6ja7EWKNhyHRHgBVqgZCXZXTy6s9QZ9dcgZc3JfRYrDVNNHfcsOJns+46mdhCXQLaRPMA5aWlbZA5J8A2leJLHehYLFNu90zse4z5XEUISAc4Jetdnn+TbbS7Cp50zKaFmFDuV+K2VBUrSuXyI66T78yHSqcxYoDUJ+SAPcEN5HXIOc27BFyvSnrmLAtyVzE/yAAfiykJ/x/wP7yHz+LTni/PaiFHXJJ5xJLQLmRt3rI8Fik1NzdXjvoSweXzadc1jXYj/yD7FtEBxIKOTFOBpiwW2RR8nK5OKlYbVOsWzrFS33FapyfUY0UpELK+ruGtaF0M8Eov6KpipznyIc07S0/zAxa7HLCPaOtVNkAd4h/w9wG3HZFWA15rnazUEOBJfIhHmDjvsoJXgffv2rfonaFwgKyy822uZHZYP8GgLIN9igpVK6nhpC635gssLfEKBATE6UtuL7Gcf/Zl6+PMPqy4dkn3oGtED/OlZT0d/e3KmO7lmAx8YE1kD7D5w94aIvTRPTxcgDsgfFvH50hdfUosvWayOG3ucqjW4EjAEtSKUrdu1A7zLQ8kRXyDmjhl7TJNEuEV7LifhkJGH6J+vLng1ItvTgP6S1Bx5eoDz8/kowHmfkPn6FXKWtpq6XB/PJi4pTVH3z22hsvZ9tIAAAjyJ9Mc7khYmaqEAz8MCJSLAK0lbbUCfQUrc0B0NLgR4VpsVKlscyVtVZwELUxhnkOdtXD8auriJmNt5xM6JsU33FfIMorqJSSAbWu4iCHCea8Kqhg6wK+FlsNVvtJvCoy1RXdl2BGSxfiF7Nds9+xD0SQpw/lxcxnxJFii+bSppPOhjgZJ0j1RfrmOWuPvzIdKx0EEkldk/BHmAx/lmeyivTfLaR/mfhwI8jszn95IUf3Ee3F6KepuCO0DFzushKwGexQLFlzxvjkkwbQrikLpOszJBzI0YPKLqOvx3l0UCWFPR+MjlOFi1EDlO90nlJMudpPvD2JtyeYQq1X0sUPhzdE2CifYKyyF+vE8ZOdmcdi0fb+6khKd5q9obkedrrvCuoVNPPVXNnTtX/c///I+69tpr1TXXXFP1T9C4wGB63bp1NTXH5wM8UwGOzoi/VIgg5x3C5EWT1Zcf+LIzSRQHrPzxwSNeLLiO65axRoU5IP3P7P9Ef5s4w03tGgc+GPzkztvU8KP6jGqI2KPYwgsxLglXGkj9jQkN1P+IzXr5b0XJ0AKTetbaAiVNrdYoinXE3D4D99G/v7nozbpajRCQWPPgEQfrfummV27yKhMGW3kRvzYFdhqoLx7es6nnbyigbKFBZFoZSDGdl/+4jwI+xAIlru/bvvf22j4BA+0kchXkLuIE28uzKP9dk2BmIUQJRDbPX10mn20g0pr63hCQqptI7qTrhBLgLiR71kUD18SHvuQsYq5Hux6JBHiW3S7UDuLiN7TcRSTBBCJriwSVsO+CbFIdhCzy0r1jx5JJEoYkWyVSEuRBnN2gz/OJs/Uwy+cy5ktKgunbpiLVtkFaY6xP58+qAKc8Qq5jllgC3DFhZFqegDzU27lYoHjcTy4K8BQPcNRHUvxhlyfsHcxz+NjuZLEwsYmXePnT6oArYrmCPUsSTNe5sC2OUMc+RDRER3zO5mOBAmIY+RZMb2xf33IXAjW1rhKSYHZs0zFIdW5LvOlSP1D9RuRypXwu8cCvR9/PrACvqN/zIn7JY58f50K2m37e9BPj7jibHxuZnaYat1mguHqAF5EEs9Y8X6shwJ955hl19913axuUM888U51xxhlV/wSNCzSIhQsX1rRhcLsMIrh5B0gDBqxQ0iCPvzAu+tdF6vqXrlfjfzc+UzkwsMGEAiDPRgwmXV+CjQpTTcEJvukr0rfWJ4EPrvHsrj7qajV+yHh12u6nNUTs4d7Jhy/UB5wmqEURnT5I2qrsAl91Uh5IStjVKApwxFyfUnliNnXZ1LolmzRx3r7n6Z83vnKj1ZM2T5VpngpwIhtDbSuy+pAXQYC72oOEkMNxfR9IX1pESEqEOWvlLP1zWM9h3olmOaid4Z2XtGAYqdwzJNxEWYG5q+emx1GgNQkfU1AdFUGARyR7Apmf1ZooWvyMUYCHeEkDiLm2a9sm2gvRM8pEgFsU4LhWiK1ImgIchA/1hb79c5J6ObSsSQpwKqfPOw4Tc5ocm/cfQvzTwr6N0KXy+dyzqwLcZcwXWYRYzuVL9kflirEb8SLAc1KAp3qAO3qJRwtCGRTgNsWx7zlovgHSkZKnhirAueLUJwEkv5dVG+MtUJLij3twcyI+a33W2gLFN5lgHteme+MxzdXKLvYeuqyVubcvec6P5VyBb2JJX8Kfx0kasYx72vzB5vhrJim523eKFmd8iGwbueySdBNjSiKYo+t5KMBtiVTz9uUGZ2MS005lNGxo+HXibEJy8ygP8QB3sHVpRJ6v1RDg48aN06sLAoELTtntlCaTYt7w+YDD1iG8vvD1iHiI22brAhqg4Ro0Ecak0tUHrFFhDmRI0eyTUC4O5mDwog9dpC1CshAjeQIvRRqchPqA19o3O2uytUa1QMnkAV6Duh/ZY2TUJly88SNCK2erEdObHOcHAeVizVKkKt3HA5z6GKjYiyiDMwHeO0cFuGPSxlAP8CyJMIncHdGrvKU2FOjHoSJPa6/0ns0SZ0SmQl0cNxAnQjmLrQtU9PTckPypEAK8stADpQ4fm+Tpm85tL/Lu2ykJJnZKcbWRqQCnxQQfUDuwWd3gWkSS+cZS0nsFdUSqR9/FUyIkkxJC+p7TyQLFc2EkjvAM3WkQt7gesqMlTh3NFzxcy0djS5BLXMmaRQGOMT1fUKZ7BnHnuoAYqwD3XLSPI/h9vcTTFOAuxHPcPfkqryPRCTuPjwKcE1acPPZRoqclwfSxUeHn8CHAbep+ugcXBXgWEhp2FzYFu6sCPdH3OUUMxtssvdtdkjQCaH9k90XX5uR50rOHFRCpdk2iNsniI81XO5MCPIl079AjyDs8lMjm540WCAJtXlx4Ed5+TF9uHwKc+3L7KM59rkXWJyG2KS7Xsi2wuNq6FOEBLiiIAP/JT36iLr74YvX444+rpUuXqlWrVlX9Ewg4MFC889N3qisOv0LtOWjPJls/aOCEztTW8fDOI2kLchr4wIITjS6riI0Mvp2QJ3TMSoBjUEJ+wy6DwXohbturK2hyFJJcrNEU4KEKtnqR9rVSgFPSJJpIJ6ltCUToFKkAh9IDiVdd/fqLJOVd1ddcuZs3AU73lUbCz1k1JxdC2KoAL8ACJQlE4iclwsyLAIfihdpa3H3yRKtZ7pFIY7xD4vrmrAkwifihd+D7K94vhADHuITGLDYVOCZwWXcSpVqgZFiohbqLFF629j1n9ZwqgUJeCnC6lrY38rRsojjVeQ+M3Qp0Xrz7XRNBOlmgBNZx3hYo/PtmPGS1fmlCgAcs6MWRuiB6KJ+KK+FP54I9i5n7J1QBbpKSIYlI48aVoQR4rAVKBgU42gX54bqM0eNiwMe3GqIT2/On313KgcSxNN/iqlofIj7WRiWAROcE5YoN7gS4bUEhRMUeUgdxSThdFyJCfK0JdG9o6xR/dCzelbTD2rVN0LFYWEl7T5gErzcxzNXYjuI3W8JVl+dki3FX1blJ2LsS2bHEuSfJ78KL0L1zAjskMSUngH2I8xCblhDSHIsztJAfF5+8/qJFoRRbFzoX2hDl5khTjQvqTIAfffTR6tlnn1VHHHGEGjhwoOrTp4/+17t3b/1T0Njo0MFvwpCXCvz/Hfz/oi0n1LjRcdLkFC9F8+WGjoRvoXZVmSKx3AE3HaAuf/zy6DP+AuEDweauAOersBjoE2mdlQCnwQkGM3l1xkXEXtKEtlF9s4sgwOGJR4OXWirAXRLENYJiHbFHSRuT1La1tEAB4AMOPDXrqbqWyVV9jYFaRFxmsK7IUobIsiGAsMtybb21MFABHtf3jexd3pkwe+XsVAJ8ZK/yd4vcsYE+hN4hWeIMSi3qU+Pyd+RhgcJV4EUR4Jykty3C6+SCFXu10MW8tIXEaHEzoK9E7CVZHGXxAE/q/7PsWMHkmnYrxJHAIXYzSXk2Qus4ru/AO5nGUb5xERcPuSvAPwhQgMdYjdD9YxxPSs20MR++R9/lhOq6Tdt2K7jea1yS0yCf85iEmr5jljiP8zwU4HROEIcuiuO4GPBdILA9f19Pc6t62kO9bTse7Y1ihv6eFH82D24fBbhtkSRSYFdI0yTYru+qAI8l8B13BCSqz1PKzkluIne96s1oE5zETiPPzSSa0f2mxJ3VA9xR/GZL2hpZ7STEat+ufaOy0u6WzArwwONcE5v6KMCxsE3vaDrOhWA2E5JyX27aHeByb15q803hvuEuBD3Vr/a237JBz5NocSiuDvm5sHtRLyRUrpWVc6kHz9cc4W0oOXFifGK9N954I2t5BAUCWWGHDcuPNAgFT2hAZIbNAgUvGb6t2ZUAP+qPR+mJwovzXlSXHXZZkxcIV1s1dwU4dbyYgL+37L3oRYLOFPeMlcu4ZA9J4F56aYOSesZekh9lc1WAh/hp031gMuQ6CckDpALmOw9cUQubER57mjCdm+zl26RsBfhtcxw4/ED986V5L+k2m9TWirRAcVVfowxUzrzL4ZqIkxTgIYRdlvtHf0oJl3wIo6S+j1Tds1bFe1jPWDGj6rtZoON5cfy7lJNYXTrET0ZcgPaGvgzv+N0H7V4YAY6kzK8tfE3NWF6uJw48L+pPMxHg3Yfo96utn6N4xbsYuzpCQASX7blULbx4qvIp9tC2Zq6caSfAMywo0UJQkgI8pJ+AWALjNJwDdcJ3m+RC2FvKm7cFCp0PfaXvOzkuuXTuCvA1/gt6cb7W5gKt65gPY38sLPHz0X3D5sGFDIzK1qWPJm84OUuLCD5jvEhYwcaV6EtoHuHrAW6O6bwV4JYFEaov1I/LGJ3uCcQMFhiof/cVgdiIX19Pc3xv9qrZ1eSxh3rbFs+czNV1khJ/RF7yuAshcrMqwEOTaOI5vK/ej66PcZlr+W3XdiXPEWs4Ht9HebE47LMAEqcAd7lnU8nter/ELZDdChbLQusK56BxYNyxiL1x24+LdreA08B5XAV35n26eoCbuwKcVe4BCnDy0UcbRtvFO5rvBPBVcif5cvPjmtybg50JHRNi0UKLaiD7YT2UdAxdiyd1jysfzkVcDa5VqvwP8HnnNSrP1xzgzWwdeuihVf/22Wcf9c4776hLLrlEXXjhhcWUUpALMJFavXp13c3xsQWOSHCazNgIcDOBls3/zpY8jkgMdCyULZq/CPp2bjkKcGzNpsHvlCVT9M9dB+wa+aGlkUlx8BkI1jP2kjw9G9U3O9QH1uU+tM9v2/KqfC0Qef0mJLuzAXGQhzLTJ/boOkS8JaFIstn0gMYkH4NqInbjEKr+cwHdJ2KP+kwbqO5Ql3nHWaRStfgJEzBxp/aRpwLcJQkmkZC+5HBS30dJMJMU4G8veVv/HNe/PKHKgsgCJeY+Q5J8xoEI+yKV2cD2veIV4HQNtLEsu3yG9xoem2wzj4W8iEi2KKkxRqEtuL47Dyj24haXoDiid32QB3iFkAdhaY7FsvahcbsV6F2Tpby2eg62QIlZBKByg6zz7Sv7d7FboPjaghD4mDcvBTiUbuiP4xaNXcd8tjEcTx6aRIrEnYsTqyG7/Gz2FhQf3AbE2cqGEddQBxLR6UrK2yySfMfoIFVIsVlVP2vDVO1VCvBQRTurFx8FOCfAKb7oeMwtYY2UFn+23aO5KcB9PMBZIk+fhRFzEUDbL1QItBALFLp2iP+5zwKIeWxIndG83fV5VSXQrJChrjFr1hXfeRFHpCLmNq3bFPm00+KOq+AuIm5Nq5dQBXiKqt+sV1elulk39CyTnkeIktt2LSe1eYyVjIttCt5vGNNwK5O4dxHe7zwpKJUNPAwnwzlwrshuZdMH0X1xn/zmzPM1BwRLO5988kl1xhlnqCFDhqirrrpKHX744eq5557Lt3SCXIEGAd/2RmgY5KlJ/pO9O/VusnppbjfmEyEQBkOuHqLGXDumijjiA3J+DpsFSkvwAOfZzN9a/FZEDLnaCRCeeP8Jdd795wVtaatn7MUl9mltCnDfSUy9FeAYKEVq2oKTqlLskdI0jQBHuWggVzQBjsHODn3KPtDvLn23bqQ8Yo+SWyXFHz3nvO1PXBXgdH3saslzp4NLfxmaHDKp74sU4CtnWf+O9xkpm3fuv7MqWuke+X/n0CYjy6EYz33aiZHFA5wU4FwpH0ey+xBpJsh+Birq2IWpDLtFaBHAZrFCcYfJEt895xN7cRYoRCbj3CGqIxB8IARBvJhEdaQIriSYDTk3YJ43yw4QqmeTAAcpGWKVYfYdvA3T/YfY4sQlwWwEBTjGykSk2khrKpvrmM/2nEOJfhs5Gz1XHwLcsrOQL2i47oq0Kfm5lUIeFiiuY3T0f3zuE7pAYFPHB3uas/vxUerTd7Dzlcgtk8BNiz/bopBPnSbVg8vxNg9wOpdLHZgxSmUHeZa2E4kTnmTP4bOIYXqw+yjAzTmblwLc4Ahcnxfqg9S71P5cFe/RvVaO4575cf0AYm7ZsmVN7FOcFeCVv0cqaUcP8CZWJp6e4z4WKIB5fy7PwyT3fa1o6Bou92bGqY8CnAQCrgtznKDnCwhJ407iwVAuvgMmy1i1kXi+FkWAL1iwQCfBHDNmjDrppJNUz5491YYNG9R9992nP99vv/2KK6mgRYE6GVKA25Jgmlss+SBy0oJJWhUF1dfNr9wcfW5O7IkwsVmg4Lsu2YcbHTS5fX3h6/rn0O5DnS0NgJkrZqrDfn+YuuHlG9Ttr99eCAFeFGwTlbidAXknF2skD/B6eZkTAc5XvV1AE28MGkIsekIQKcBTLFBo8g1yuhbxv1O/nfTPqUun1o0Ah4KBiIgkEpj607wTYLom4uTqzyyDxCbXrvSXaHtxfUeo/3cSSMWKbem2hQcsioBcxKQxj+dOSs+4hNKhJL8NtLAzfcX0mniA2wjwvEh2vlBRhDd/EgFOn2VJShpLgGewE6F+g8puer1ntZFKI8CDFOAxam2MGUg96fsOpbqFYox7zFK5Q3YGRJY465ZYk60Ge4CvX1a1uEbl9Yktsqcxn03oTgiKjyoCPHC3k1UBHmCBYlWAB1jk8GSmREjQOUF+uCZxtS2IhIzRbWNMbwV452IU4D4LFdiBReNGOodv27DVRVYLFJ9xOM/fFCLIMQn8EPIdoHF7FhV3lmNDfM9NNXbI83JN3GoSr9weNA0mAeuq5A7x5M5St6QQ91Wqmz72LjZGfOEHfaKrAhwiSX1chZB2Oc6sj+iYDvHHQLFNyn3Ue4hVjus9cc7LZyeEoMYE+HHHHafGjh2rXn/9dfXLX/5SzZs3T1177bU5FUPQ2kANHz5wcRYoZoZvPkDmJBZXdJoTGyJM+IocDS74hLnRid4k0MQbyT+JnIpLvmPDo9MfjX6Hlyo/rtHrxZzwvDj3RTXoqkFazd7cFOBxqq9GVoBjQEaDJB8VeB6kji9cFeA0kSd1Y60I8DQFeB5K06w2IBGhWIACnGIh6flkJezigHYDBTxIsLj2F6klc4xZKJOIQLSRq28sKudV2WXALrkQ/mQbE2dZFCnAuxWrAMc7nt7zWS1QRvUeFWuBwi17ssBJAZ7BAiVOmcw/y3IPkUrZsBfKYieStjhA1wpdGIgj7TMR4DEWKERcYfLpSkrypFmk5OLjTxqvhijAbdYZPNmqtwWKheyjeoUy0nfSbRNYhC4Ekd1LHgpwm60FxaHPufj4mYjrkOdJRCgWVYkk8vXL5tfki6SuBF5SHGilqqdC3uoBHuppXrkfrVr0tCM078V3gcJcFIKgiqymfCxQQhcTTDKXPwsnJbVB6LoqmqnNE8nnm1DSpvytlQe4GXtZFPuuZTb7FB+rHlM9TudIm2+G1pFZP2Svk0Zkm9fz9Q4nMtvleVB8ImEkhB+uxG8TBbiDTUucAj+NmI6OW7/SOTdBlQI8QHnvkz9AkA+cZ/cPPfSQOuecc9Tll1+ujj32WNWuXe18ZgX5oUuXbImt8gJ1gjSZ4QS46e9lJcA56c0mM+ZkyVSAo5OiwRcpLnHdOJ+m5oAosVOlHkCA27Kkx4EWIYB3lr5TGAFeROyZg8CL/nWRtrC4adJNTexwGt0DnCbneFmj7FB8PfDuA02UdTZQ26iHkp0IEOxA+M5j31F/mfyX1GPyIHV8Yy8iwNMU4MZW7qJB5FpSIkT4ctOiQRHks60fqbUCnBTD6MO5KiqvhH1JgNqfJs6x6ujARIRpfV+SD/jzc57XP/cbms/uOnpucX1KnrsM4G8PIHkkbbMmUB2DOMy6+4oU4CAPzLjJa8FmZO8KAb5iZpOtpXl4gFM/iPLzxN+hNhVm7MUtbkULShnaE8VvEwI8YyxFZHWMqCGLApwShBOoXkLfn1R/3I4vCwFus4ig+sRE3He8aiPA+Y4W38U1WzxFRDNrBy5jPqsFSkYFeNV9Bixc0nm4xUbI84RSmWyL6HgfktOmmM5CyJs2exhr0qKKrwc4r2NvBbgR39iJS5Z4zr7oRs4cW30kxZ95H0R0YSHciYy17D71UYBH5CFTtNLuMx8bGCLwfZ4B2rtJKPosYtC80FRTe1mgEEnrqIrmx9IzW7HB37M9OtZxjmv2na7HIfY4kVq1wJFSx+YuC1dPbjMmXa1TzMUB13vkBDPepyC1+ec2YMwX5SJYt9w57qgsEZnNvLldFPg8SazrtVAfRSrAeUJpnyTAzYXnazEE+NNPP62N1cePH68mTJigfv3rX6slS5pmrBc0LpAddtCgQfpnvWG+4NG5UOeuM+KWSlFHRxMsPrnlJBYnvU3yxvQA10kwK9emQXYjqH+zwJxgYjLGO1YCrGL2vGHPyCqFwIkX8hHPmwAvKvb4YAox89qCsoIdmPj+xMRj+YCkEWIAdU3JLzDJ/+/7/1t94s5PqNPuOa3hCGWOvYfsrX+edPdJ6n+e/h918l9PVve/e3/iMVlJnZDYG9ZrWNTukxI91ioBpplgLykRIhapMIDDtt+injGRhElK/nlriiPAMWgmkiLODiaL/28aiFCLS0Ya6o+d1vcl2Ws8P7dMgE/YboLKA1Rvcc84C8lvU4BDaQZyY/ry6YVYk9A7ncpLiaAJeS0aEcmOMUmTxIQ57MzQiVUrfb9J+NJif8gzodiLU5hTzG3XowAFeFYC3JIYFP02xU4IAY7JJXnB2nYRhvZr0SIWExPwRI7BFigWVXRIfVoJ8Aw7WpIU4NQOXMd8EZluO5cvAW4hJUPGRiCuKU6IoAm1yzMJ/pDnSIQxbHZogSykjswkyHRPIOldrejM2IRPLi0mufaBpgUKxSUWdmg3hW9MmyKQtPiLIzZBZLns/DMTcWJ85pNHwFQWU8yiDlxyPZgkqY8Fiu0Z+OwoMJP0ZrFA8bJ9iXlmLsQ7r288L9cy03F6Bw4S2DoQlRR7nCBGuyWC2Fl1bhDSaergOH/1NJGBuRjk+kzIOgXXoTKi7SQRv1h84f206+IJjxtOZieVMcoHoMpWK66Lj/xavolWTQ9wl+vgefnsLGguPF+jw7mGDjjgAHXjjTeq+fPnqy996UvqrrvuUkOHDlVbt25VjzzyiCbHBY0NvUVlxbYtffUE+ZcRuAIcnRsGVNTxEEFURYDH2J6YCnDbdhlzcNII5GcWmANprgDnW0HPf+h8TX6DBOcxwCdtGETiBV9EEswiYo8PakDqcA/OyYsmJx6L7/ooLooGBgakJHt78dvqxldu1L8/MfOJWEWsLdlbrbHvkH2bfJZGgJP9EBEHRYJiDwN+KH3TVM55KDp9QHUQR7wCRCCCiMvT+9pGZCUR8XkSlyF2MJECvEACnPeHeRCRaX1fHIGIdyDZWk0YlhMBXulfQDZt2Lyh0MUfWEnsPmh3/TvdR97WJIRdB+5q7fMjn/GM8QpCgp6TGZt59Bdo01RG056G4oKuHxJ7kb2QsfuF/Nlp90UIovg1drBk9Ua32ZXgPYfJLLbvhyw4oJ5tC12khA8lwG1tOJMHOLNDo34ji6d6kgI85PnYEhabfYfrmM+mACfvc9/FA5s9R2S35rlwGUew+pbJtC8JeY4ghUn1T+cJWXgz21TIPUXPvnJ9uh8s4LmS16YCnPu0u45vTDW7eS9p8Req7CVQu8YcAuQVqUxdF0monFggxo5PTjq61EFWCxju449yE7HrQiabbdYrCaZBtvqo5rM8M066YmxFOw7SjqV7wntHP+cKUZl0HMUefQflpTJjDpKqDDbryHHxjSuXferWJNxdCXBOFHMrk7QFJC7Qc40drubWivpKzo6kBQws6pHVj76W46IHX0iIiGlHCxTwCs4LD6wefKyAmgvP1+jwXiLo1q2bOvvss7Ui/I033lAXX3yxToA5cOBAdfzxxxdTSkEuaKSGYXas6Fz4qjc6Eep4aMLCyc04CxTT8sPcZoXOxbx2IyRALIoAp/rAM+dbfnkmepPwQd02FwKcD2pMYsIkFEEqf/6ez6u/Tflb1UseL0kXxUUtQMTe3W/dXfX5E+8/UfXfGBCdfu/p6s9v/rluntqEg0Yc1OSzZ2Y/0+QzqDMvm3iZHjRPXTa1ivAsEhR72NoaRwQ1ggIcz5AG5SZmLJ+RmagKUTHW0gKFx8PbS962/j0Py4YQKxJ+777XdibADQJx0vxJWjGEiTYpkLMC7zoiUmxe63kn+txr0F7RvXDkbeez64AKAb54cmFEO8XmO0veqb5GpS/J2iYoDmCzkjcBTvdv7n6hhbU8CHDqowAQKlm90W0JK+mdjroOzc9gI6uz9mu2viMPD3Cu+M2y0BKRhWuXRiRd3gpwatN5EOChyXhNSzzUHW1H971PU00eSsqbyaWj8UXXgX6JRw3ldUj7MndVhPTDpv0NHy+5ktfmvYQkcTfV7KEEOMWK744N5O8gUgx1QPeARQD8LQ0QYxE5h7L77kY1SVLfcStfmMH82IVQjFvA8FGAm+3dp580CXB6di6qWZ40lMqLd0iaShcL+fQdTmS7EOCRUn7t0iqlc1o74YS0jz++2f+5etJzexi8H1y9ynkc+HAGXKDna0uC79Mz4AuDNqCeI+uU9SudyfYQBTj1Bbx8ptAz7jp4znlZoDQSz9foyKSRR1LMn/3sZ2rOnDnqzjvvzK9UghaPJiR0136qXdt2ERGJQWukAK9MLsjGxFR647s0SaBOhCY5tqQO5rUbQf2bBXxgj84Tg9moA694pJmqMk4O0+/kywWSqbkkweSDYPIvJ3AiDy+D/W/aX93xxh3q0kcvbaI6aRQQuXbXm3dZk+ERzvrbWer2129Xp/zfKZo0racFyr5D91XXHnOt+sj2H1EPnfaQ/uzNRW/qrbG8/s+47wz1wyd/qI78w5GRVcGYvmNqWlZSWSbZfNR6MQExjEEcJiBx5SKiihL+FUnE26w4AGz/pDgryod8/JDx+udTs56quQKc7n/O6jk1TcAZR7xz+5O8VP84j42wpDZK95jX8yV7pFcXvlpoMtU4AjxPon1sv7H6p/meoZjMSoDHJdrMQoDzPsbc/YL2TIlDsxDgo/uOjrzeadKF8QPtrgq1hrEpwLMkwGxiOcXGB2TtFNq2o90zOVmg2BS/WUh6TU6qNtrvmcY9WRa7TNsSiCvod99dXUTg2hY6fJ+zqQCnc0Lk4KusM+0EQi1QaExGfVHoAjs9J/M8Pu0rskKq1EvIAqG5+BFyP7wcoVaEpq2T74ITPUcosBG/IfcRJRcGAe6ZiB7vYk4G+3rDm0mCfRfIePJZqrs0QjGOxPapOzN+shDgPsdycpjXta/a3sd6KKqndUucSWUqF5WV++On9T28/6uy5HFVgEPxzNTVaWXlcUDci68a39UChdvJ+PQX/DhfBThXtqctsvBdW84LDyzZsqvSXJAfcjGJQULME088Uf3973/P43SCVgCz46KJB/cBpw41IsA3rq6aYHHQS4myHjchwFkyCFPx29wV4FxFO6bfmLLHljF4h/qZgyYY2HpHChkiKzDRai4EOA2CoZR8bs5zVSShmZCK7hMEBhQProODWoLaAXnFUexzVSCIhQenPhj990NTH6qrBQpw/v7nq3+f8W919OijdcxgAEU2J8CL815UL8x9Qf/+2sLXNFlSKwU4R5QI06J+LTrRYhygQonsN2LUxy/Me6GK6CsCNhKHA5McDKpR3qLU8UfscES0g8BMBohrEwmUhQCLA53TtgCANkcT7bzjIs4ChdrL/kP3z/V61OZoFwYBRBsmW5wkzIq9BtsV4LWwQEG8RAR4DpY9O/ffucliJN4ptLssa1xEBDjr60FS03uM/h4CtFlz9wvaEibWIMaztCciz/nElAgRvAtCE4wT4ccFDlkSYBJG9Gza3rJaoNgWD6mvCok9To7R2DbL4h9UjHQ+antZ2mCUMLlCpNK9YmztKyigOkf/injHv9B+3iTI+GK27yKiqQA3Fe6uGNzNIMAryUJ9z2PmbwjxADcXlUIWIolwR5vEvxDimNr2us3r9LyO7sVnsShuYcH1HJgLUt+EOM5MgFcWqnzinxOIvnVA94/rYlePb/k5Yeeb34SXG3Nyn2vTdzDHxPvHZ+HA9F33uS5XVfvWVRUB7mE9RMdVLXA4qOR530P1g5wEaTuV6Ti0S8STa4LbqutV4hg2LWnvbu4jT/2kC4FbZYHiSEpzVTYd49LWqo7zVID7JMGMdrWsWxIlpvWxrMnLA1zgDnFJb2Xo3j3Ze6pW4B0XOoFuHcveceSNBcLa9ADHhBYdO35yNThAnQdNRmmy2CQZRIVg55PJRlIAh2CPQXtEv1P9mRYopqqMiDZ6kUD9TRP8ogjwImIPL2iaADz+/uP6J5TIJgFuJkd7Zf4rQQPWorH7wLJnLuH0PU5v8vymLZsWDWyAf077ZzS4qhcBzkELEKQuBJ6fU1azcqAt1opkptiLCPAEC5TI6qIAlbGvDzj6Onz2n1n/0f992PaHFVYG6hMxOTD7V14viDHs1ikC2BGA+MHE6LZXb6v6Gwb0IKKhZCwizpG0Mc5/HBNkPAv0kyHkf1LfRwQ46pfbU6CPoh0WeYJ2XZj3ScQr2ohrQjSXdxOeF8g2rvDMy5ubQAtDWLyhdz0mZaRCzmPBZvzQ8u6El+e9HC3EUz+C925W78aRvZsqwEHuYDEUcRdaV1HfVzme6p7nFcjSnjEpp76SFjZDyULz/UCewtT30LglDwV4FQFeIZdD69hcPET/RSRL6HvEXKzNujAbPf9KzGbZWUD3RGXiim1ONLuM+RAjiG/0ryBmNRFe2qI/8+3nTQuALLszTBFJaP1TvVObCPXGp3tAW0D/Q+rXEOKZ+uIQ4QTaJRFjuJcQ4hh9BvWXKEPIYgyR+XQPtueTFH+IU64iD7EEIhIUdRCymMCJZN/dSnrXdGXXLq4faoECws7XcoiXm4hs1+PRRqncXH3upeKuEJMkFHJZBOJkdPSsHQl/ToC7Ku0Re5HNjGGB4no99D1EuON5py3icfJ52vJp+ifeoWnjOboexkv0XnCZF9sWcFwWBrgFiispzUlzihmfpKt4diF2K67WJPxZu+4ut91THoK8RuH5Gh1CgLciICts//79GyI7LO8Y+ASBCFytAK+Q2hj4YRINQC0Acoa26BBxRJ2USYDbLFBM5WkjEaAhwEvxpuNu0vfx0yN/ak2GYSYHpQkL76i5wiRvcrjI2KOJAREHh486fBt5UCGUTAIcSdl8MrbXCh8ZVSbvqS3QvXAy2dzmf9+U+/RPTEpcBgRFY1SfUU0sFkg1eepup0affXH8F4N9XENjzySBbMiqBswrASP6tHG/HqeGXzNce8Fisjau/7jCyoDYoT4AyXJNRKRlQfYn1Jdd/KGL9e/fn/h967Z4TFqgaMwbpCJG/8eTB5sEmW/MpvV9mDCYFjh4xxFBTcRr0Qpw6mOIiM0D6MPoetgFkqeVhRm7FJdvLX6rKl7JYigr9hy0p564gyyheMjL/gQgn3cipvl7C30qWZgE933G4l8e/t+mDQrFFC2mZLFt4QkrifimSX0WKyg6ls7FrWBCz0vjUIw/0W9THSPuQixQADNZZ1YLJnr+1MdkIcCpbCgTiGt6Ptz+xHXMh8UXIiJRNrrfkIVWbmuB3Y1Z7pFbTGRZ0KB7o/4oNJkpJ8Axro/Iv4AkmKQaDlmIRLvkiTBDLV2ielk9PyiPAievIYyiuR49H5f44yR6iDKffNxRByHCCXp2nAB3XQTAOISORx34JkXlPuyRAtyR/Kc+DeMkum8QhC4L5yg3zblwz/TcfCxQ0OfQuwZjjC4dunjtGIjsnxzvl8qLenKpZ4o9/ny9FOAs8Sa9p12IUfSXdCyNHVzqFQlsaYw0denUIALcp065VYurApyuhWdPC+0uZaR+XFu0kc99GtnOFlr4AoSrH7qrZztfCMiaNLwReb5Gh9RQK8LWrVvVkiVL9M96g3fK/HciqLkHODoJ+hzEABHjSCBCnQUR3/STBryURMLMsEsTNr5NuznjnH3OUUu/uVTtP2z/Jt5SSQQ499KiwSdIOCLG87I6KDL2zEEzkjJikIWXHb28TN9WqKhpxTUtUUUtgYklqcCvPurqiBTBRI5Uh0TwfGi7D+mfNIkBOVoLQjkN2/cql5lboBABfsLYE9SDn3tQnbP3Oeq7h3y3JuXhsZdmgQLfcupfaqVOj/OBvu7F66JBPoi3Xx39q9y8oONANkikPuaI/KFzUu3G4Qvjv6DJRgwif/zkj2vi/03vBnpvmItMROiFELZpfR/aLD1/ImwmLZik+y9cL2+7GVpEMRc5iATMK+Em4cMjPqx/PjWz7OuOfiwPgtTEbgN3q7qvvBeyMMmmRRKowPO+xi4DdomIWbL8QC4Ffm9ZYs9McksE8A69d8gtpsiChhajs9i22Py6qcw79t0xc1kxIQYJiHOD4AQBEBqP2MFIk3Gcjy+MhPbZTQjwjIstdBzeffA8JsIt5BmBTEK/BRIWE3fbgpbPmI+Tu1kWx/Ru0squATwHep9mIfmRE4IIWsw5fAUTNOZAfXMbL9+FZKojxAHdF+ZOPrt1UHYiunCeUOs8boFD/vm+5+CEZMjiOj+e+mE8e5rjucQf9yLPYoGC40PaJ/lwY56y4AP/Z8HrIFQBjvZL5KWvJQjGKJSwPKTekFDa1W8aQKyTEpfe867X5WN/37oa2n1b/+RiPUSxR3NLjGWjtlaxREoCkqjSbnWyL3Xtdyj+3lj4hvNxeEfR/RBx7vI86NwQGFK/7WODg7hz9b6H6IXKRDHnMncnQp7uC7tP0pLU8qSgrjsz+IKSq0c5J9pDFxIbmedrdNSfLRHUFGvWlH2Q6w2aSALUwXAFOAhrIq01AV55GaCjpc/hlcQTHNBxXMWGgT4+o63QdB74aXHCtKWBb+EB4UADHJpkk9qBr1RGL85Fb+hBCVT3efpjFxV7fMCJARImO2aCGHo50/2/t/y9uvtmx+Efp/5DPX7G41ohTQQAvBKJsCcS4ONjPl61eBRKkhSmAK8Q4Ig/GsShjMeMOUbddPxNNfWXp9gzt4ED337022rPG/ZUd7x+RzQ5zcPSIGtitjvfLCeWBvE9++uz1Um7nlR4OfYeXCbAH3zvQfXkzCejnTVApKareOgWBUzQsfgD3DTppqgMkQKywIUJakMvzXup6nNaiAj1rE/r+0wfcFqAoKSgeWK/oftp8gqEN19woUXCPAhRjoNHHKx/PjnrSf0TkwPyGs+TAKeFbKo76n/yTBxLz+Pl+S/nnpwWEzX05yDJaJGTFmKyeP9T7NGYiBY68lSA06Ltm4vLhD0tcGQmwNnCIN4jWLjmdkUhALEJogxjQrxLSU2GeshiBcMXsbIkrCTQQh/GLliYjRSuoRYobAcAjYdABoTs8gMZQcQCzkWxZD5v1zFfRO6umhvFZ0jfwJP84jnMWpVd5Y7Y4+Smr8iAK51BnmE3F8bWvs8xsp1ZNTcaJ/jeF8pOC5zYoUd17Zu4lOfLCG3rVgLcY3Gd7CuwWEjkFuqULzilxV+VAjyAgIrqYVVYm+exEfnVeySl5eSejw0JLydi2/fesRuJrk3vW59y0/yMhDHog1x3OFG7wS5enzJTbKEfpQVaVwU4XRPthbiGNKU9Yo/mZ/yarvFB13x9UZnod52L033Su9j1OLreS/Nfcq4bzOGoPyRS2uU4qgPscqTcXC7zcDo3zSdd1PQUlxRrLvVBZcHzpvduWnzbLFDSrsV5itCdQY3M8zU6hAAX1AV42f3uE7/Tv3MlKBHgGBBhIghgxZcU4LTFlD6n1WDTAgWDRbJN4aQSnf/svc/WZOkX9vlCbn6njQQiFzHJA9lAnSsRwESm2hTgNCHUHnMFef3mCT4JgI85T9JH900D7A8PL6sRMZHOM0FangBRcej2hzbxOKd74EnRjtzhyOi43QY0BgFOEyEi13iG6zzIlizgKjgARNNP/vMTrSa5+F8XR8RTnsRciAc4CA8qy6d3+XTNYvST4z6pfz783sPq0NsOVeOuGxcRz5GqM0eLjDjA+mdsv7F6ARMe97VQgANHjiq3p3vevqfqc7Ij2alvMUlbTQKcCNZ9huyT+7XwLqXzUt4EUp3zXQB54eCRB0eLCiAr6B4xmcnz3WuS02TBlKeina5BCyRYSDV3lIUCxA3l8yB1Gz2TPBY3qR6I9IoU4HkQ4IN2r1Kd5dVXcNU6+mwsBOP9nuW8qGdSgWMiTVu+yRs/jzZM/XiWvoorwIlghjItdOGYyoeFIb4DI6tCHf0yLZ6N7T826FxUT3jOUV8buNhYRYBnsEDhi9JZFl/pGIh3iITB+9zXlinu+fmCFutAINIOSd/+K0rYu3Jm1NZ9y0KqWt22A/yzMZejxZunZz2dyZ5G21pVnrGPIIbb/UUWKB4xEsXqqlmR3VuIAvw/s/8T/bfrO5XiG3VPYysf/3PqgylZt8/CAY1nqdw+sUNjeCLAXZPAgiuA1Qc/1pW0p2u+tvA1/RPvIJeFQ/TX5HdOicBdCXD6HtWv63HUhl6c+6JXPFHbeXb2s87PRNvZVEheeve71Ck9f1o8gdiIOJ4k0LnpObjUiakAd0nwTuel9wd2/qQp1EkNr3dFOdqm0HUwLsbYBsh7x6cgHkKAC+oGbHVf9a1V6vN7fL4JQU0TCAwS8UKPFODMAgXqb1JpmhYomCSQOpw6Mah+iNDFFtqV31qprj/2etUSgXulFXUQkBEB3r+aAOce4ObLpLl0xB/b8WPR75QAswkBXhlg03Z8kAA06Gs0BXiSOspMBHb8TsdH3ztk5CGqEWCqmYlwwUDExauvSNDgEJMNeL/ePfnu6G+YBF3x1BV1UdObHuAgvrAAiGdfSy9ykJ+UeBXAItHPn/l5rrYGLgApc9xOx+nf73/3/ipFb94WHRyf2eUz+udTs55Sp/z1lMiCIispkwbTnoIsNopQgAPHjD5G//zNS7/RylpYQRDpSrsA8gIIF0yusBiLZLihhEkayCsd9wE13Psrs/k620AJSTEp5V6UeRDgwD6D94kIHSxO0wSR3lt5EeB8V04eMU0KcDxblJvaatZnTO8SnDfyQ+89KrOnOy00YCGDJtNZ8ytQDGBbP5HqWZXqdO+0WJElzsb0GxPtZiG1XpZnTwQY2kDW/pHKBiI9LwIcJDEtHGRRgIPYzHIezGmIhJk4Y2LwefDsIerBeJ76hZDdWNQfPjL9Ef0TZXMhnzhoDIBnFVnpeC5KkY0RnjmN030X+qk9PDbjsSDbHLoexAa0G9ZnQZDqEv0dzVl9xmsUB+iTIwW4BwkdPctpj3iXHXMkEHvY7UsLuj4qbir7xPcneo8LaZcZdhn6HktELeUUca0vjCn58/Y5liuWfXaCgG+gdxj14c4KcLYDyKeO6PzEk7iOf6jtIAGxz64QigMicH0U4ATXhSuTk3ApoxnTLn2EuYgFjiBtoRi7qWiBBUBfnea/jvkwX0jB8WThJSgeQoC3IqAB9+7du3AfWR+YAy8iuqnTx6otyktEN1QUVgX4hpVqw+YN0TYwfJ9W7IgAN6+FSVRzUDgHP2tmg5KmAMcqrkkEu66s1zv24HtOL8ZTdz+16qVH902DSxAYeO5YpfVdIa8X6GWMiRiIC+6Recpup6i/n/J39fp/v94wVj40IELdQ8FblLdwSOwhLjAwwSAPbeDRGY9WxToNqmutpqdBMuoM/RhNSIhwqyV+f+Lv1fJLl6uHTntI//cfX/+jXiyItjrXQAEOHD36aP3z3zP+nZv9gctz+PaHv61///PkP6sDbjpAkw00YQohZVz6Pq5axJZQIvvyToBJOG/f87QN2HNznlNn/e0srfjHuxPv07x3aeC+SQWOCS9NIvO+DuIC5cd9wIu6CAU4lPOYoIAsAdGeNwFOMf/g1AfVQ1Mf0iQ73tmhyUJ57FE94D2CZ4CxFAiQPBLrYisytY1/TftXRBhmXUikc4KspwUaIq/zsuXBYhdw0PBs70+yqYFtTVZFNL93xDH1P1nijI7F+aguSRCR5X7Rh9COKq6i9xnzYecegH4vKwFORNFzc5/T41sQVdhNFLJYDvUmFu6I5BvXL6ytENlL5wkhwEGW0HE0bnFRM5qgfpd2VtHigw+oHKTgBfnja5dIsYL+AiQszuEruqFz0K4fbhXlEn/UJui5YBzosxigd1CoNlrBSTaTPm2U6hExD2sciJZ8+nrqX9CX+75Tde6RSvzQnMKn7NTOaKe2T3s1czj4EOBEntJc36fM5g4D12NNgjZtt5DtvUvwJcAJruNu8x5dxz/m9Vz7FjPmXNqwWUbXXRMmue7Sj5rHbNcjvX2hL+I7rVwXhvgzQv25LNTz9g77k6wcSSPyfI0KIcBbEZpDwzAV4NQJVVmgxCjASf1N56FjIwK8Qq63FtD9g+gjwpsIcJDiUP1xCxQkhuArlnkqwIuMPZzz2XOeVU+c+UREGPLs7LCToAEiXrS0Ik7JV3yTEdUaPAELYp/8c/Hi1ErZscdFW9AbAVh4wgCC2nEjEeCYYJDHGvoFIpqvOuqq2BwFtQAmj7R1FXUWEeBD9q3b4hnsdfAs0UdAkUo7Jmr1HD80/EP6eeG6iKE8PYuTcMXhV+i+BElm0dbG/268bneok5C48CXAX1vwmu6bMFEqanEOSijsfsLk/fev/V4df1d5J8lJu5xUSB9NhCPIRrIBINVwXkC5ydoF7YeItLzIafI+pp02f3ztj/r9gjrM6xpYKACJDzLl8/eWd8Z9ZufyroQQ8NgDuYNzI7bufqu882XnATvre8oDRCAjeS+9n9IUUGkgQgsq6GdmP5MfAV5ZkEG/RuTygcMPzFbWSt+AXSMRAR5AvBLQ/jFmxWLtQ+89lIuiHIteWPzHghcfD4aAFjcoltBXcU9WLwJ8QJkAx7Og90woAU73BGIVQNsM2XkGcQwRdUQWUzl9Qc/t2TnPZtpFRXVCc5qQxSuKUyIuQ6x/iOghgQnGBL7vDeozicgk+0IfmGXn42CX+DNjzHdsgTkTJ+8wt/DJHWOS3bgfn/7Y7F9883eYClqfWDDJR59jzXr2EVWYRK1PP8Hf0xhbOhPgPbdZqtaMADdIYdc+wzyObHp8j3NVgPNniQV1lwUcJI3mfIyrAtysOxcC3BxDuy4w8Wu57hTgsej6rub3noe9Y3Pg+RoFQoC3IiAr7MKFCxs6OywR4DQIJhuTKguUigIcAw2eBJMIcJwDg1cajNNgsZZJ7RoBpICHcpKv0tOLHMQWbfujbTi8A/bZilfv2MNLmFuAcAsUUieBlEUcmYMen21/9QBPVkP2JyBM620n4pqIqt4EuBl7NJC8b8p9WqGOdgIbJj5gOWz7w2peZ9zztZ4KcD5B+Njosr3Q1c9erfsQ9KG1skZCe0XCRuCBqQ9EvnpFE+B4FuhL/nbK36p8/2C15Jqoybfv4+2lSP9vjrP2Pks9fubjUX8IZfPXP/T1Qq5FfTMIILJ3yYPINEGWMUggi0VPLCplUeHagOTDwC+e+0WUfDOvsQUUQ9/68Lei/8Z7+cIDLgw+H489xDX5u9/4yo25P4NDRx5a5cebh5UOPDRpHEJEax4LJ+jrefvCYlfW5FNEvGK8QQKOLLGH50WEK9VpFrU+yEWaoJPVUpaFXlPdT4tcIWM+SkzK6zIkOaftnZklXswYDq1/kwwJbRtmnWP3oy9gp8SJZrIN9AGeD3kbA/Se9gFIT/4+DYlF8xj+rF3fu1gUIoSMLfi97zl4T38Cnc25fOPLJH99j+f3CyGQj/rdXDzzIaLNevaxKTOv67ODgfcNGPe4LjZgLMrbXtq98tjj94Y6Bvkb0me4LhKY40bXujVjx/V6vJxoj4hp310ArsTvnoO2tS+dH8vhnY35M3+XuBLg/HuuSch5jqAQAjwPy8PmwPM1CoQAb2VYt67s09SoIEsTUhaQiplboBDRbSbBJGU4fbeJAtzT5665g+6flHAgTfFyopcByG9ugWK+PPMm32oZe0TSQUkXJbvsPkRPKvmLCQo1Uis3OgEOBTi3P2lkRJ7GK2fXxLvZJ/ZooHfba7fpnxO2m6AnhH/+zJ/1hPIfp/4jePKdR53xLfT1JMCBj48uk33/ePcf0QDNV6WVB3FKhB3aKy16Fg0Mrm894VZ9v1g4+/oBXy+s76Ot1HiH/d/b/6c/23+oP7kRUr+v/fdrOvYnf3lyJkVoEnBePDtsFSf/4SJ2rZBXNm1px4QpZNEiCVDJ8zZAxG9euOTAS9TPP/pzbW/15JlPZu6LeOyRxziNiQ4bmd9C34njTqwik5DINg9wUglthNTbWYBxwOWHXR6d88eH/zjzOTHu5OMnkDxZn53ZHrPanPFngjFflgUQqCC5SMK2aOw65kN7OmbMMdvKuX147GBsxBdpD9jugOBzcaIai2mhqnTsZuLYb5g/YQwcO+bYqndGyGK0Gae0yO0DiIy4PVfI7gn0y5zAD7HjIcsoIsTMcXFa/PFFodCFCVoQBQ4Y5h9rXLjjS2CDTOUqWF4W32v7WuGYeSl8kn+ahOdHRrkvwpiLPj67YvhihSupSeBjcZexC8UeV+n79EVm/bpakpqEt+tzMYlz13cX3xXjE798wdT1nc6fAZTdLnMRvOt5vEGwUFT5+IK362Iaj4m8EtA3Os/XKBACXNBQMLPmEsFtTYLZyW6BQsf07lQmgCnpVmu1QCEyjQbLtC0ZtiimApwPZPOYaNYLVQpwyjBfSYDCFeBZJkf18AAn5VZzIcAbQQFuggZpqE8+acGE7vlzn1ef2OkTdSkXee7dO+XeSKmeVZWYFZhg8q2ftSbkaRBKnrUhircsOGHcCerd899VMy6coRdKigImsqQwosRQh26fL7EaBywAfnbXzxbq7Y6Jyim7nlLVBotIpgrbHk7CFpFEFDuGzt7r7Ih04Um88wB2r33jwG+oOz99Z+5WTGYMf3THj+Z2bixMfWW/r0Tk6jl7n5PLebkFDMYnee1AQT8/96K5atoF03Ij6z8xZtu748SxJ+aWrJbe+VnbDCfIcP9ZFocQp8glQGPKT+38qUxlozYFohm7U0IBwoP6GqiU/2vP/wo+Fyf1QT6TTZkvONGI92molQ3OQ4TnhRPCd4Zc9/HrdJ//i6N+EdyePrrDRzOpyIFP7/zpJgmofYn4b3zoGzp5HHKWhGz759cNKQMW/jC2RXx8dcJXvY8/asejrPXhijs+dYd+56G/9RUHHDHqiOj3z+32Oa9j0RZO3a2cc+nG4270EkbgOV15xJX69+PHHl/lt+wyVqL3OmLQZycsyE88K4ihvnfI95QP0F6AE8aeoMcZPmNIgk8yawj2iDxHW3eNbXyP+tJrPnaNcx+P5/flfb+sf7/l+Fucy4l3MvX9qJuQvpXHYRIwHyLB2gX7X+C9cIgFW9eFns/tvq09uOYHQTxi7IP+3fV9SHnL8kp2LnBHvtIYgSAjzEQqNg/wjVvLnnF42dssUIgUNy1QsvpRNjfQ9n2TANeLDEvLBHikAK8sPGAw8s1Hvql9w3y2pTUabBYo5AWGid8FD1+QOQlUPSxQSAHu6s9WL9gsUBolnkyVQqMsglAsPjr90YZQf9OAEx7zf3/n714D1byAASFIRvIJ/fDw2g8QzYRNRQETCfLHxoS21mR/0Th///O13zh2cX11/68W4lGIyfGnd/m0+tMbf9L//cXxX1RF4FfH/ErHBZ5ZUYlKiwCRNeiTQa6GJONLAnIpfHLnT+p3bV477kA8/PipH+tdfj/8yA9VnnD1Y3XFOfuco/7+7t/1rrMvjP9C5vNhrIIxMHK2YHEha5sBcfOtg76l5qye400A2XDphy/VY0eUM2u+AijAkXsBJH/WxbifH/VzPQ+AOjHLggkWjLBT4NoXrq2yJvIFyEIQtUisfMMnbgh+jrBseObsZ3QfmsUOB+8W7PrJAtQH+hLsIghJpEn9MxIWY4wR+p7Fs77iiCucEs7ZcNGHLtL5BaAEd/VL5sC8cvoF04OfKfq3R6Y/onc9hLxLMEZadMmiKgshH9HFjz/yYz1/DumvEMvYGReyo+GbB31TE4UhdoO47j/e+YdeKPYBdkC//ZW39cKYb+4LiEEghMA704fsR9vHTi7s7KMFQ1fce/K9evel72LXNUdfo87e+2zvnRl4f5+x1xlelkaoi7tPulvvNPfJefHJcZ/UO92wmOHzLB45/RFtEUmL7S747iHf1cQ57s0VUHDDBhG+5jy3RRLw3lp8Sdmq0bU/QLne+vJbeswQusNIEAYhwFsR0CD79evX0Ob4JkkdEeCkAN+4Wvv2mhYoXAFuWqAQfLOUN3dQpz1lyZQqr2uq48UfLFZL11YrwDFZeOf8d/RAIc84qXXsWRXglWSXGORi0HbTKzfpQUKjgybpC9csjMjkhleAV9TMry18LUpAmjfZEhp75uDO3J5cL5iEdyMQ4AAGqW8vfltP1EK2S2cBFjihMgJxCvBt8s0Frn0fCMnfvvxb/ftpu58WrDZsVGB7KN4tsPgpciHlt5/4rercrrMmiHw9WV0B1VkWQqxesQeS6J7P3qM99bMoSJOul7eKCX0A4gYT7VCSq1bAO27Slybldj5MjieeMVGLFXxUh3FAHV55ZFl5mQfQR2FhK68xH1dKZwHi5EeH/yiXc33/0O/rf1kBohb/ssLHaqJIQH197j7nZj7HzSfcnLkstn7BNf5Qhoc/X04KG4os8xq0cai4syBLDorvHPKdTNcNtfNBX3TSricFHYuxcej4OMu4ynUXqxl72E0dsqMaC3ghiXfxXELssjCuCRFe4Fn6LsihbnwXMACQ+r7EPoQR3zvUf8EXgsBa9AWhz7m58nyNAiHAWxHQIHr06NGsLFCI/OMe4PARpYkRfQ51UBMFOEtg1hoV4Ka6aWDXigVKl3I9wE5jw5YNTfy+irBdqHXsEQGOxZKpy6ZWEeDA1Uddrf81h5cEvN+gWNhS2hIlR2x0ApzI7hfnvRhtPatX0k4z9kDOY7vozZNu1mq4RkmOa3rwIeliIwCqhHe/Ws4jUA9gqyziHyoxV/++RoJr34fBNtSGD059MHela6MANlRkRVUU8iJVWgJssQefyby8JmuFlrYY5IPm2Oc1l/mGoOVC4k9QL0jsCeoFiT13iAd4KwKyws6dO7ehs8OaJDWRuLSdVnuAr9+W7JJboPDPbQrw1kaAm4lGiNimeqDkmPAIK9ofvdaxhxVf8gqDChngxAteEs2B/CavTSo7JZAjhXWjwlR78wzqtYYt9uCB+cDnHshNJZbXjg1K6oT6aq7ER95A7IPQhH1Dc4Rr34f+CErD5859rmFUfoLmjeYw5hO0TEjsCeoJiT9BvSCxJ6gXJPbcIQR4K8OmTZtUIwOkJVf7RAR4haCFytuWBHPz1s3a7gKgz0wlc2tXgFMCJaoH8gaH+rsWZHCtY49U4O8te6+JAry5P0sfr7V6AP5p3JOw3mSuGXuw+EFCsCxJwIoA7An+9+j/1QnwmssCjaD5v3cFLRcSe4J6QWJPUE9I/AnqBYk9Qb0gsecGIcAFDQfu1U0q5kgBvnF1ZHUC9Te2OyOrOll6cALcVKGa9iotHaaKkBLVEAFO3uAt1Rsdthscja6aTsIuA7Yl68TCT97Ju/IGiGWeXHLvwc1ry329AJuYCyZcUFfFvEAgEAgEAoFAIBAIBC0NQoALGg7cK5isH4jU1grwitUJiEAkX6C/pRHgrU0BPrj74Kr/HtO3mgDfuGWj/tnoZGooRvcdHf2ORRJkHG+uQKZsToY3B3XwR7b/iP6JNppHAi+BQCAQCAQCgUAgEAgEghAIAd6KANJs0KBBDU+enbHnGdHv5ONMFijL1i3TyQAB8v8mwnvOqjlV/41juQ1DS1U6u2ZGJ+LbXAiohd9sPWKPZ6Ue2Xuktr1oCQR4aPbzWgNKZnhtT79guhrUvVqNX0s0l35P0DIh8SeoFyT2BPWCxJ6gnpD4E9QLEnuCekFizx2NZYAqKBRoEF26bFNXNyq+/eFvq07tOqmx/bf5HBPZTYCqlMht/A3q73mr51UR4MAHmz5otQpw4KbjblLn/uNcnVyPOkRTGW4my2wpsbdz/52j33fqt5NqzgDpfdj2h+lFne8d8j3VHADboi/v9+V6F6PZ9HuClgmJP0G9ILEnqBck9gT1hMSfoF6Q2BPUCxJ77hAFeCsCssLOnDmz4bPDtmvbTl1y0CXq+LHHR59BAd6hbYfov2F/QoQuJ7yB3p17R78ft9Nx+ud5+57XKlfEztnnHPXO+e+ov3zmL9FnsIbhdVkLArwesbfrwF2j3/cYuIdqzujQroOaeMZE9cDnHmiS3FXQMvo9QcuExJ+gXpDYE9QLEnuCekLiT1AvSOwJ6gWJPXeIAryVoVQqqeYIkNcDuw1Uc1fPbaJiBhnOge8RbvjEDepT0z6lPr/H51Vrhal+xgID/LHfXvJ2zSxQ6hF7sED5xVG/0LsAvnbA12p6bUFjobn2e4KWAYk/Qb0gsSeoFyT2BPWExJ+gXpDYE9QLEntuEAJc0GwA5auNADcVsZwAR4LHM/c6s4albH6JRkf2GqlaKr7+oa/XuwgCgUAgEAgEAoFAIBAIBII6QixQBM0GnNjmBPiQ7kOqvjegq1hEpOFjO34ssovZc/Ce9S6OQCAQCAQCgUAgEAgEAoFAUAhEAd6KABuRoUOHNlsv7DgCHCpvAvzAO7XvVPOyNTdc9KGLtK/6WXufpROKFo3mHnuC5guJPUE9IfEnqBck9gT1gsSeoJ6Q+BPUCxJ7gnpBYs8dQoC3IqBBtG/fvtk2DK7sjlOAc5JcEI/+Xfurbx/87Zpdr7nHnqD5QmJPUE9I/AnqBYk9Qb0gsSeoJyT+BPWCxJ6gXpDYc4dYoLQiICvsrFmzmm122FgLlB7bCHCxP2lMNPfYEzRfSOwJ6gmJP0G9ILEnqBck9gT1hMSfoF6Q2BPUCxJ77hACXNBscOQOR6ou7buodm3aqf2G7me1QOFkuEAgEAgEAoFAIBAIBAKBQCBo3RALFEGzwb5D91XzL56v1mxco4b1HBZ9PqzHMNWncx+1fP1y9bUJX6trGQUCgUAgEAgEAoFAIBAIBAJB40AIcEGzQq/OvfQ/DiS9fPmLL+vfR/UZVaeSCQQCgUAgEAgEAoFAIBAIBIJGQ5tSqVRSrQSrVq1SvXr1UitXrlQ9e/ZUrRHwBWrbVpxvBLWHxJ6gXpDYE9QTEn+CekFiT1AvSOwJ6gmJP0G9ILEnqBck9twgNdSKgLWOzZs3658CQS0hsSeoFyT2BPWExJ+gXpDYE9QLEnuCekLiT1AvSOwJ6gWJPXcIAd6KgAYxb948aRiCmkNiT1AvSOwJ6gmJP0G9ILEnqBck9gT1hMSfoF6Q2BPUCxJ77hACXCAQCAQCgUAgEAgEAoFAIBAIBC0SQoALBAKBQCAQCAQCgUAgEAgEAoGgRUII8FaGNm3a1LsIglYKiT1BvSCxJ6gnJP4E9YLEnqBekNgT1BMSf4J6QWJPUC9I7LmhTakVGcWsWrVK9erVS61cuVL17Nmz3sURCAQCgUAgEAgEAoFAIBAIBAJBgRAFeCsC1jrWrVsn5viCmkNiT1AvSOwJ6gmJP0G9ILEnqBck9gT1hMSfoF6Q2BPUCxJ77hACvBUBDWLhwoXSMAQ1h8SeoF6Q2BPUExJ/gnpBYk9QL0jsCeoJiT9BvSCxJ6gXJPbcIQS4QCAQCAQCgUAgEAgEAoFAIBAIWiSEABcIBAKBQCAQCAQCgUAgEAgEAkGLhBDgrQwdOnSodxEErRQSe4J6QWJPUE9I/AnqBYk9Qb0gsSeoJyT+BPWCxJ6gXpDYc0ObUisyilm1apXq1auXWrlyperZs2e9iyMQCAQCgUAgEAgEAoFAIBAIBIICIQrwVgSsdaxevVrM8QU1h8SeoF6Q2BPUExJ/gnpBYk9QL0jsCeoJiT9BvSCxJ6gXJPbcIQR4KwIaxNKlS6VhCGoOiT1BvSCxJ6gnJP4E9YLEnqBekNgT1BMSf4J6QWJPUC9I7LlDCHCBQCAQCAQCgUAgEAgEAoFAIBC0SAgBLhAIBAKBQCAQCAQCgUAgEAgEghYJIcBbGbp06VLvIghaKST2BPWCxJ6gnpD4E9QLEnuCekFiT1BPSPwJ6gWJPUG9ILHnhjalVmQUs2rVKtWrVy+1cuVK1bNnz3oXRyAQCAQCgUAgEAgEAoFAIBAIBAVCFOCtCFjrWLFihZjjC2oOiT1BvSCxJ6gnJP4E9YLEnqBekNgT1BMSf4J6QWJPUC9I7LlDCPBWBGkYgnpBYk9QL0jsCeoJiT9BvSCxJ6gXJPYE9YTEn6BekNgT1AsSe+4QAlwgEAgEAoFAIBAIBAKBQCAQCAQtEkKACwQCgUAgEAgEAoFAIBAIBAKBoEVCCPBWhu7du9e7CIJWCok9Qb0gsSeoJyT+BPWCxJ6gXpDYE9QTEn+CekFiT1AvSOy5oU2pFRnFrFq1SvXq1UutXLlS9ezZs97FEQgEAoFAIBAIBAKBQCAQCAQCQYFoNgrwK664Qh144IGqa9euqnfv3vUuTrPE1q1b1ZIlS/RPgaCWkNgT1AsSe4J6QuJPUC9I7AnqBYk9QT0h8SeoFyT2BPWCxF4LJMA3btyoTjrpJHXeeefVuyjNGmvWrKl3EQStFBJ7gnpBYk9QT0j8CeoFiT1BvSCxJ6gnJP4E9YLEnqBekNhzQ3vVTHD55Zfrn7fddlu9iyIQCAQCgUAgEAgEAoFAIBAIBIJmgGZDgIdgw4YN+h8B3t/AihUrqrYHtG3btsl2gTZt2uh/RX2Oa8J+3bRgz/Nz85r4zurVq/X94+8t4Z5a4nNqifcksSf3VK97ktiTe6rnPeF7yD/C46+531NLfE4t8Z4k9uSeJPbkObXGe9q8ebOe81P8tYR7aonPqSXek8Se3JPEXtu6PSegR48e0e+tkgC/8sorI+U4x8iRI+tSHoFAIBAIBAKBQCAQCAQCgUAgEOQDLAL07NmzcQnwb33rW+qnP/1p4nfefvttNW7cuKDzf/vb31YXXXRR9N9YLVi2bJnq169f6spASwTUGMOHD1ezZ89ODQyBIE9I7AnqBYk9QT0h8SeoFyT2BPWCxJ6gnpD4E9QLEnuCekFiT0UK8DTUlQC/+OKL1Zlnnpn4nR122CH4/J06ddL/OHr37q1aO9AoWnPDENQPEnuCekFiT1BPSPwJ6gWJPUG9ILEnqCck/gT1gsSeoF6Q2FONTYAPGDBA/xMIBAKBQCAQCAQCgUAgEAgEAoEgbzQbD/BZs2Zp+xL83LJli3r11Vf156NHj1bdu3evd/EEAoFAIBAIBAKBQCAQCAQCgUDQYGg2BPj3v/999fvf/z7677333lv/nDhxojrssMPqWLLmA9jBXHbZZU1sYQSCoiGxJ6gXJPYE9YTEn6BekNgT1AsSe4J6QuJPUC9I7AnqBYk9d7QplUolj+8LBAKBQCAQCAQCgUAgEAgEAoFA0CzQtt4FEAgEAoFAIBAIBAKBQCAQCAQCgaAICAEuEAgEAoFAIBAIBAKBQCAQCASCFgkhwAUCgUAgEAgEAoFAIBAIBAKBQNAiIQS4QCAQCAQCgUAgEAgEAoFAIBAIWiSEAG/GuO6669T222+vOnfurCZMmKBeeOGFxO/ffffdaty4cfr7u+++u3rwwQer/o58qN///vfVkCFDVJcuXdSRRx6ppk6dWvBdCFp67N14443q4IMPVn369NH/EFfm988880zVpk2bqn9HH310De5E0NLj77bbbmsSWziOQ/o+QRGxd9hhhzWJPfw79thjo+9I3ydwwZNPPqmOO+44NXToUB0j9913X+oxjz/+uNpnn31Up06d1OjRo3VfmHUcKWh98I29e+65R330ox9VAwYMUD179lQf+tCH1D//+c+q7/zgBz9o0u9hfiIQZI0/9Hu29+6CBQuqvid9nyDv2LON5/Bv1113jb4jfZ/ABVdeeaXab7/9VI8ePdTAgQPViSeeqN55553U44Trc4MQ4M0Uf/7zn9VFF12kLrvsMvXKK6+oPffcU33sYx9TixYtsn7/mWeeUaeeeqo655xz1KRJk3RDwr8333wz+s7PfvYz9atf/UrdcMMN6vnnn1fdunXT51y/fn0N70zQ0mIPg1HE3sSJE9Wzzz6rhg8fro466ig1d+7cqu+B9Jk/f370784776zRHQlacvwBmITz2Jo5c2bV36XvExQReyCCeNzhfduuXTt10kknVX1P+j5BGj744AMdbyBtXDBjxgy90PKRj3xEvfrqq+prX/uaOvfcc6uIyJC+VND64Bt7II1AgGPi/fLLL+sYBImEuQcHSCHe7z399NMF3YGgNcUfAWQRjy+QSATp+wRFxN7//u//VsXc7NmzVd++fZuM+aTvE6ThiSeeUF/5ylfUc889px555BG1adMmzZ0gJuMgXJ8HSoJmif3337/0la98JfrvLVu2lIYOHVq68sorrd//7Gc/Wzr22GOrPpswYULpS1/6kv5969atpcGDB5d+/vOfR39fsWJFqVOnTqU777yzsPsQtPzYM7F58+ZSjx49Sr///e+jz84444zSCSecUEh5Ba07/m699dZSr169Ys8nfZ+gVn3fNddco/u+NWvWRJ9J3yfwBYbu9957b+J3vvnNb5Z23XXXqs9OPvnk0sc+9rHc4lnQ+uASezbssssupcsvvzz678suu6y055575lw6QUuHS/xNnDhRf2/58uWx35G+T1CLvg/fb9OmTen999+PPpO+TxCCRYsW6Rh84oknYr8jXJ87RAHeDLFx40atqsC2BULbtm31f0NhawM+598HsOJD34daCNvD+Hd69eqlt4XFnVPQ+hASeybWrl2rVzKxKm4qxaHQGDt2rDrvvPPU0qVLcy+/oHXG35o1a9TIkSP17oMTTjhBTZ48Ofqb9H2CWvV9N998szrllFO04oJD+j5B3kgb8+URzwKBC7Zu3apWr17dZMyHbdewFthhhx3UaaedpmbNmlW3MgpaHvbaay+9zR+7Ef7zn/9En0vfJ6gVMOZDXGH+wSF9n8AXK1eu1D/N9yiHcH3uEAK8GWLJkiVqy5YtatCgQVWf479NjzMCPk/6Pv30Oaeg9SEk9kxceuml+sXPO2BYAPzhD39Qjz32mPrpT3+qt/4cc8wx+loCQZb4A6l4yy23qL/97W/q9ttv15PxAw88UM2ZM0f/Xfo+QS36PviLYhsibCg4pO8TFIG4Md+qVavUunXrcnmXCwQuuOqqq/Qi9Gc/+9noM0y44Un/8MMPq+uvv15PzJErBkS5QJAFIL2xvf///u//9D8IH5CPA1YngPR9glpg3rx56qGHHmoy5pO+T+ALzFthY3fQQQep3XbbLfZ7wvW5o73HdwUCgSATfvKTn6i77rpLKx55IkKoIglI2rDHHnuoHXfcUX/viCOOqFNpBS0BSMCFfwSQ3zvvvLP67W9/q370ox/VtWyC1qUEQt+2//77V30ufZ9AIGip+NOf/qQuv/xyvQDNPZixyEdAnwdSCCrJv/zlL9q/VCAIBUQP+MfHfNOmTVPXXHON+uMf/1jXsglaD37/+9+r3r17aw9mDun7BL6AFzgENOIVnx9EAd4M0b9/f51Ia+HChVWf478HDx5sPQafJ32ffvqcU9D6EBJ7XAUEAvxf//qXfuknAdvCcK333nsvl3ILWgayxB+hQ4cOau+9945iS/o+QdGxh6Q1WPhzmdxI3yfIA3FjPiQE7tKlSy59qUCQBPR5UD+C2DG3ZZsAUbTTTjtJvycoBFh4ptiSvk9QNGAZjp2np59+uurYsWPid6XvEyTh/PPPV/fff7+aOHGi2m677RK/K1yfO4QAb4ZAZzp+/Hi9ZZpvj8B/c6UjBz7n3weQVZa+P2rUKB38/DvYKosMsXHnFLQ+hMQeZR2G2hZbvvbdd9/U68CeAj642MooEGSNPw5sfX3jjTei2JK+T1B07N19991qw4YN6vOf/3zqdaTvE+SBtDFfHn2pQBCHO++8U5111ln657HHHpv6fVikQKUr/Z6gCLz66qtRbEnfJygasLIDoe0iepC+TxC3iALy+95771X//ve/9Vw1DcL1ecAjYaaggXDXXXfprK233XZb6a233ip98YtfLPXu3bu0YMEC/ffTTz+99K1vfSv6/n/+859S+/btS1dddVXp7bff1lmIO3ToUHrjjTei7/zkJz/R5/jb3/5Wev3110snnHBCadSoUaV169bV5R4FLSP2EFcdO3Ys/fWvfy3Nnz8/+rd69Wr9d/z8xje+UXr22WdLM2bMKD366KOlffbZpzRmzJjS+vXr63afgpYRf5dffnnpn//8Z2natGmll19+uXTKKaeUOnfuXJo8eXL0Hen7BEXEHuHDH/5w6eSTT27yufR9AlcgViZNmqT/Yej+i1/8Qv8+c+ZM/XfEHeKPMH369FLXrl1Ll1xyiR7zXXfddaV27dqVHn74Yed4FghCYu+OO+7Q8w3EHB/zrVixIvrOxRdfXHr88cd1v4f5yZFHHlnq379/adGiRXW5R0HLib9rrrmmdN9995WmTp2q57gXXnhhqW3btvr9SpC+T1BE7BE+//nPlyZMmGA9p/R9Ahecd955pV69eulY4e/RtWvXRt8Rri8cQoA3Y1x77bWlESNGaHJx//33Lz333HPR3w499NDSGWecUfX9v/zlL6WddtpJf3/XXXctPfDAA1V/37p1a+l73/teadCgQXpgcMQRR5Teeeedmt2PoGXG3siRI/XAwfyHjhlAZ37UUUeVBgwYoDtqfP8LX/iCDEQFucTf1772tei76Ns+/vGPl1555ZWq80nfJyjqvTtlyhTd3/3rX/9qci7p+wSumDhxovU9SvGGn4g/85i99tpLx+oOO+xQuvXWW73iWSAIiT38nvR9AAuCQ4YM0XE3bNgw/d/vvfdeXe5P0LLi76c//Wlpxx131EKHvn37lg477LDSv//97ybnlb5PUMR7Fwt9Xbp0Kf3ud7+znlP6PoELbHGHf3wcJ1xfONrg/3wU4wKBQCAQCAQCgUAgEAgEAoFAIBA0B4gHuEAgEAgEAoFAIBAIBAKBQCAQCFokhAAXCAQCgUAgEAgEAoFAIBAIBAJBi4QQ4AKBQCAQCAQCgUAgEAgEAoFAIGiREAJcIBAIBAKBQCAQCAQCgUAgEAgELRJCgAsEAoFAIBAIBAKBQCAQCAQCgaBFQghwgUAgEAgEAoFAIBAIBAKBQCAQtEgIAS4QCAQCgUAgEAgEAoFAIBAIBIIWCSHABQKBQCAQCAQCgUAgEAgEAoFA0CIhBHgzxuOPP67atGmjVqxYUZPrnX766ep//ud/nL57yimnqKuvvrrwMgkEAoFAIBAIBAKBQCAQCAQCQRzalEqlUuxfBQ2Fww47TO21117ql7/8pf7vjRs3qmXLlqlBgwZpIrxIvPbaa+rwww9XM2fOVN27d0/9/ptvvqkOOeQQNWPGDNWrV69CyyYQCAQCgUAgEAgEAoFAIBAIBDaIArwZo2PHjmrw4MGFk9/Atddeq0466SQn8hvYbbfd1I477qhuv/32wssmEAgEAoFAIBAIBAKBQCAQCAQ2CAHeTHDmmWeqJ554Qv3v//6vJrzx77bbbquyQMF/9+7dW91///1q7NixqmvXruozn/mMWrt2rfr973+vtt9+e9WnTx91wQUXqC1btkTn3rBhg/rGN76hhg0bprp166YmTJig7VUI+O5f//pXddxxx1WV6Te/+Y0aM2aM6ty5s1ah41oc+P5dd91VeN0IBAKBQCAQCAQCgUAgEAgEAoEN7a2fChoOIL7fffddraz+4Q9/qD+bPHlyk++B7P7Vr36liefVq1erT33qU+qTn/ykJsYffPBBNX36dPXpT39aHXTQQerkk0/Wx5x//vnqrbfe0scMHTpU3Xvvveroo49Wb7zxhia4X3/9dbVy5Uq17777Rtd56aWXNJH+xz/+UR144IHaiuWpp56qKsv++++vrrjiCk2wd+rUqfA6EggEAoFAIBAIBAKBQCAQCAQCDiHAmwngow3LE6i6YXsCTJkypcn3Nm3apK6//nptPwJAlQ2SeuHChdq+ZJdddlEf+chH1MSJEzUBPmvWLHXrrbfqnyC/AajBH374Yf05kl7C97tdu3Zq4MCB0XXwfajFP/GJT6gePXqokSNHqr333ruqLDgffMoXLFig/y4QCAQCgUAgEAgEAoFAIBAIBLWEEOAtDCDIifwGYE0C6xPu3Y3PFi1apH+HyhsWJzvttFPVeaDa7tevn/593bp1WsHNvcY/+tGPalJ7hx120Gpx/IPSHNcndOnSJVKlCwQCgUAgEAgEAoFAIBAIBAJBrSEEeAtDhw4dqv4bpLXts61bt+rf16xZo9XdL7/8sv7JQaR5//79NYkNNTdU6ABU36+88or2Cv/Xv/6lvv/976sf/OAH6sUXX9R2KwBsUYABAwYUeMcCgUAgEAgEAoFAIBAIBAKBQGCHJMFsRgD5zJNX5gHYluCcUISPHj266h9Zrey11176J3zCOdq3b6+OPPJI9bOf/Uz7hL///vvq3//+d/T3N998U2233XaaQBcIBAKBQCAQCAQCgUAgEAgEglpDFODNCLAyef755zXRDHU2qbizANYnp512mvqv//ovdfXVV2tCfPHixeqxxx5Te+yxhzr22GO1gnufffZRTz/9dESG33///Tqh5iGHHKL69OmjE2yiPGPHjo3OjaSYRx11VOYyCgQCgUAgEAgEAoFAIBAIBAJBCEQB3oyA5JSwKUEiS5DSSESZB5DsEgT4xRdfrAnsE088UVuZjBgxIvrOueeeq+64447ov2Fzcs8996jDDz9c7bzzzuqGG25Qd955p9p1113139evX6/uu+8+9YUvfCGXMgoEAoFAIBAIBAKBQCAQCAQCgS/alEqlkvdRglYHJMIEOf7nP/9ZfehDH0r9/vXXX6/uvfde7Q8uEAgEAoFAIBAIBAKBQCAQCAT1gCjABU7o0qWL+sMf/qCWLFni9H0k3rz22msLL5dAIBAIBAKBQCAQCAQCgUAgEMRBFOACgUAgEAgEAoFAIBAIBAKBQCBokRAFuEAgEAgEAoFAIBAIBAKBQCAQCFokhAAXCAQCgUAgEAgEAoFAIBAIBAJBi4QQ4AKBQCAQCAQCgUAgEAgEAoFAIGiREAJcIBAIBAKBQCAQCAQCgUAgEAgELRJCgAsEAoFAIBAIBAKBQCAQCAQCgaBFQghwgUAgEAgEAoFAIBAIBAKBQCAQtEgIAS4QCAQCgUAgEAgEAoFAIBAIBIIWCSHABQKBQCAQCAQCgUAgEAgEAoFA0CIhBLhAIBAIBAKBQCAQCAQCgUAgEAhaJIQAFwgEAoFAIBAIBAKBQCAQCAQCQYuEEOACgUAgEAgEAoFAIBAIBAKBQCBokRACXCAQCAQCgUAgEAgEAoFAIBAIBC0SQoALBAKBQCAQCAQCgUAgEAgEAoGgRUIIcIFAIBAIBAKBQCAQCAQCgUAgELRICAEuEAgEAoFAIBAIBAKBQCAQCASCFgkhwAUCgUAgEAgEAoFAIBAIBAKBQNAiIQS4QCAQCAQCgUAgEAgEAoFAIBAIWiSEABcIBAKBQCAQCAQCgUAgEAgEAkGLhBDgAoFAIBAIBAKBQCAQCAQCgUAgaJEQAlwgEAgEAoFAIBAIBAKBQCAQCAQtEkKACwQCgaBZ4D//+Y9q06aN/veDH/wgt/Medthh0Xlvu+0263euvPLK6DuPPvqoalQ8/vjjUTm333772O+deeaZhdSlQNAS8D//8z9R+0CbEgiS8P7770fxgn8CgSC/8UqRmDlzpurUqZMuw2mnnVaXMggEAoGgdhACXCAQCAQNj61bt6oLLrhA/96/f3918cUX1/T6F154oRo0aJD+/etf/7rasmVL7tfgpLTPv969e+deFoGgtWLu3LmaAAeOOuoovUCWhhUrVqhf//rX6tOf/rTacccdVa9evVT79u1Vjx49NLFz+OGH6/7rj3/8o5o9e3biubAIZ7ZxKo8LsKBFx+27775e1+H/UP4+ffqonXbaSZ188snqxhtvVGvWrFG1xKpVq9T//d//qfPOO0/tt99+auTIkapbt26qc+fOavDgwWr33XdXn//859U111yjpk2bVtOyCYrFBx98oJ5++mn1y1/+UhOTiMO2bdtG8Yn3ZRagzV533XW6fW+33XaaBMVP/Dc+x9+LwNKlS9Xf//539b3vfU+deOKJOob79u2rOnbsqLp06aKGDh2qjjjiCHXZZZcFx/TkyZPVN77xDTV+/Hg1YMCA6N4OOeQQ3VYWLVqkmhNcxkaoP9wr+jz0FyDXS6VS6rnRp3zxi1/Uv995553queeeq8EdCQQCgaBuKAkEAoFA0OC4/fbbMZPR/3784x/neu5DDz00Ovett94a+72f/exn0fduvvnmUt4444wzovP7/OvVq1d0jokTJ0afjxw50ulal112mfU7M2bMqLqOoLGA50bPBs+zpcK1feaFc889N7re008/nfjdLVu2lH7+85+Xunbt6tVmjz322Nhz4h7N7/fp06e0YsUK77gYP36813XS/vXu3bv0hz/8oVQ0Vq5cWfrBD36g+zaf8uF+77jjDv1cagnpK/PFkUceWWrXrl3is87S5z366KOloUOHJp4ff8f38kb//v2d47lNmzal8847r7RmzRqnc69bt073X23btk08L/qTu+66q1RvhIxXfP7h3TF9+vTUcsyZM6fUoUMHfczBBx+c810KBAKBoJHQvn7Uu0AgEAgE6YDa+oc//KH+Heo/qHvqgS996Uvqxz/+sVYl4ud//dd/aZVkEYDycv/993f6bvfu3Qspg0DQ2jB9+vTIBulDH/qQOuiggxJ3pZx++unqT3/6U9XnXbt2VWPHjtVteP369VptCSUnVyPCMsMHy5cvV1dddZX60Y9+pIrCxz72sSb97uLFi9Vbb72lNm3apD+DKhb9HpTgRfXDr7/+ujruuOPUrFmzqj5v166dVtNjBxDqGGWbP3++VtQSXn75Za0WvuWWWxraqkqQjKlTpxayywr497//rY4++mi1efPm6DPEFZTAiKd3331XfzZv3jx1zDHHqH/+85/qIx/5SG7XN1XJ2MmAa2O3yNq1a9V7770XKbTx3euvv163iX/961867uOAvgbK8WeeeSb6DMroXXfdVSujlyxZot588019TvQnp5xyilbZn3322ao5IW5shLrD7hretz7xxBNa9f7ss89qBXwchg0bpj73uc+p3//+9+qpp55Sjz32mK5LgUAgELQ8CAEuEAgEgobGX//612hSikkKtgvXAz179tTkD6wOZsyYobfLggArAnvssYd6+OGHvY/D9m2Xbb8CgaApfv7zn0fE2Pnnn5/4XVgzcPJ7l1120bkCQJp16NCh6rtYNAMZg74Mlh4hwPVgowIyqwjE9TcrV65Uv/jFL9QVV1wRkZKwgTr22GPViBEjcicnTzjhhCqrFSxC4HogpGx2TyDoQQ7+9re/VVOmTNGfzZkzR9USIFCl380fWPDea6+9tK0F/iEOJ02aFHy+hQsXqs985jNRGwf5DFuiI488MvrOSy+9pBdRMObAwg9sjd5+++3IAi0rQMSeeuqp2l4JsW0bz7z44ovqkksu0X0G5T+BZcrVV18de170DZz8hr3K//7v/1a1UbSLr33ta1EfhEX93XbbzXmxvRGQNjbC4gnq7m9/+1vVPaPvTcJXv/pVTYADsJwSAlwgEAhaJsQDXCAQCAQNDUziCOecc05dy8Kvf+2119a1LAKBID9A3QwyjFSGn/rUp2K/u2HDhio19j777KOef/55dfzxxzchv2nxDKpmECwgZEBmuQCqUCLeQAr/5Cc/UbUG/Mwvv/xy9dOf/rTq/uGTnCdQL/AaJ/Ibnr5/+MMftA80SMi4XAdYeADBBd/jv/zlL4lKT0HzAHyq33jjDb34Qj7g8HpHO8oCLOJA/QzAFxtKX05+AyDan3zySb3TAMD3fTz40/Dqq6/qsQP6g7jFfPjdP/LII1X5B2644Qat2LYBi0A333xzFfkNkttcoELbuPvuu3V7ArAQALK4JWHMmDHqnnvuqaq7++67r2qniA3wS99zzz2jhTj0JwKBQCBoeRACXCAQCAQNC2zZxfZVAMnlJkyYUNfyQI228847RyqtV155pa7lEQgE+eD222+PCCaQ30i0GAckWONJ8kAOu1oRgcgF0esCkMD/7//9v+i/YYcAa4Z6AApTIgWJJMoT2E0DmwaybkCiQJ8dNkiQeNJJJ2m7CPwUNF988pOf1Mpk2N7kBbTX3/3ud9F/Y1cBFk9swKITX+DC7oKikmLGAQtpZP1GFh8vvPCC9bu33nqrtmQCYMuGXWpoDzagbeHv6FsAkP2w/WhJwL1jUYyAnStQ9qcBOwz5MxcIBAJBy4MQ4AKBQCBoWNxxxx1VqiYfwHYAlgYgzfv166e3U++0007qjDPO0FuKs0zOOWnWSAAxhwku/mFbfgjggYzjR40aVfU5ndf894Mf/CDxfFCnQfGK5zBkyBCtvBs4cKDedo3PTa9fG+Drya9JwLEgCXAubGcHYcL/ngVQ/kGJiK3QUM6BEEUc7b777urCCy+MJSNMnHnmmc51RcCzo2PwTDmgbMPnUOUSoCyOez6m37Tt3CB3sNPiwAMP1PWIe8XzhxXAxIkTM5fZ55kS6HOyAQDOOuss6z2GxnpoX0OWTAT4hRcF2BQMHz5c/75u3Tqdf6AeACHHrRJgA5UXQMDxmAF5ZXqSuwLqfRevdCxeQlEPJS4WV7GAAVIQ5Cfu8xvf+IazCjQtltP6AvhMg7TfYYcddNvDQsPBBx+slc9Q2wuy4/7774/qEvX/xS9+MfH7UJxjzADguAceeEDVGlAlcyxYsMD6Pd5Hf/jDH9ae1klAH899zaEKzxsg1rGAhfcIYhrXxPsFMV2LxYRx48ZV/XeaAtwc2/35z3+u8okXCAQCQcuAEOACgUAgaFhwv1wkrnIFCG4oyL75zW9qonLZsmVaQQV/SGyrxyQRCrCQCQ4vR5qvZGsG1LQgGeDZCdIOzwET+I0bN+oEdlDQ43MkDPzZz37mfX6QvlDwXXbZZfpc8HclFVweZCi2Ul900UVa6Tp37lxNgiCOsCvhV7/6lSb0QZLEbUtvLgARiJ0NIB2x2wL1iHsFqQeP68MPP1wnSsNza6nA833uueciohf3nITVq1dX/Tf3rM4bWDDilik33XRTruSzL7lMgD1FXoC3M79frnrPG2jDWAgFufjtb39bE6NIfop2DM9nJCBEfwK/ZSx2ffnLX46SgOYNxA38oPFOwbsEzxVtD2QdrD/wjoItQ609zVsiOIGNd465wGsCCyIYJ9iOrxXM8UmcBQxf5MT71gX8e+SXnVeZsWh36KGHaoEAyoaYxnsF7xfENN43Re+eM99XLjt08M7HIhSAfgAkvkAgEAhaFiQJpkAgEAgaEiADQFjTtl5XlSW2uiIRHSepQNyALMXkDIpk/A1KJJtfbxqgDoSiaf369Wr27Nk6QRbZorQEQD0G9SXUpnwCGKfIHD16dJPPQOB8/OMfr1JJo6533XVX7XtKRDKeB+rx0ksv1RPOq666yqmMUKxBTQlA9Y3FDjxjEOzvvPOOygKQ21B4c0CBi4kxdhXAm5aICRDlIM+g4IRfcy1A8ffee++padOm6c+GDh2qyTobunTpEnsuxC+IbzwPepZQu2OBAu2EEvthiz3uHR7LcVvr8wbFG2KIfHvxnG3qxqwJ6pBEkXsAd+3aNfH72AnAAfWyq61JCKB8h80KnjfIWKj/sVOj1uAqyrziHfeD9sPV99xqJW/QQihvHyC+0H9AGQyLGfwdsY9/sJ2BNQtiP0/AlgFezBR72B2D9ofPX3vttWhhDf3ZJz7xCf1ew3tQEAbUKcF1LIHvUWzy42sFvvsF7zl4g9vAF6Nc2yUn07GTCn0sX+AKAdoLEoUjQTgHxl7Y9YWFRrStmTNnqo9+9KNV+V3yBlnnEfDucAGIe7zTATz7tMVQgUAgEDQzlAQCgUAgaEDceuutYN/0vz322MPpmPXr15dGjx4dHde1a9fS9ddfX9qwYUP0nbVr15auvPLKUvv27Utt2rQp9evXL/o+rumC/fffPzrmN7/5TSkPnHHGGdE5Dz300KBzTJw4MTrHyJEjna512WWXWb8zY8aM6Ds+w4WtW7eWjjnmmOi4nj17lq699trSmjVrqr63dOnS0gUXXFB1jfvuu8+pLD169NA/L7zwwtKSJUuqvvvee++VQvHss8+W2rVrF11nzJgxpccff7zqO4sWLSqdffbZVeXBf2epaxN4dnQMnqkNOBd9B9dwBT93//799c999tmn9Morr1R9b9q0aaUjjzyy6j6vu+66TGUOiS+0Bd/26Qv+jBCTaZg0aVJV2QcNGlR64403cu/30DcRbr/99uhzxOjbb7+dGhfjx493uo5L+0Yf2qdPn+j7Bx98cCkPPPPMM1XlyKs/jcPs2bNLgwcPLn3nO98pvfTSS6XNmzc3+c7cuXNLF110kX4/ULn+9Kc/ZY5lHmf03tlll12atBe8o9C38XPedNNNpdYO3hf49HmbNm0qdejQITr2xz/+sdNxf/zjH6NjOnbsqM9TK+C9Nm7cOKf75e3Spf8CLrnkkqr4evrppzOXGTHKz3nYYYeV3n333arvvPrqq/p9w98/PuMVl7HR4sWLS6NGjYqOOeCAA5zvAf0PHYdxnkAgEAhaFsQCRSAQCAQNiZdffjn6HcphF1x77bVaGQtAzQcfx//+7/+OEj6R4u9b3/qWuuGGG7RiycUb0gRX27okV2pNgDL1oYce0r9D7Q0l1vnnnx/5qRLwNyjAuKcxfHdJdZwEKPivuOIKreI31bjw8w0F7A6gwARGjhypvYmhCOMYMGCAuvnmm9VXvvKV6LNbbrlFPf/886q5AcpWtC14yO69995Vf4Pi/cEHH6zyioU1hWn/0Rr7Gmzh52pMbO+HVQX8pBEb2BXiEsc+gFUGlQ0xCuufWgI2JaTEB6BezrvuSYFfJLBbAApU9DuwQbElWsSOCligIAeAzaYlD+C9g51DsOuCrz8H3lHo2xBP3PIpD5h+5Xn9ox05jQio+rmNzYgRI5yO49+DpUbRCWix6wp9B549LEqmTJmiP0ffjM/igF07BOxQcoH5vay2StjJhXEV4aCDDlIPP/yw3l3BgX4S7xuowinpbR7A9aEu/81vfqP22Wef6H4w7rjuuuuCxnZIqFuU/ZFAIBAI6gMhwAUCgUDQkIAFgy+p+bvf/S76/ZRTTtFbx+NwzjnnVJF7PuDl4eXMc+uzC+mQR/K/PAHSD4lHCZi0Y6KbBJCq9B0sXnA7ijiAHOCT7TwAon7SpElVVihJ1hqwawFJTvj1r3+tmiNg8RDnLQvbmhtvvDGyCsJW+7vuuku1JMA3ntvmuPY1ILq5ryzOAz/pc889V8dz7969dQLV73//+9pHnhZWQgHrGZ7cETZAtbBlwDPHPXznO9+pqqO0JIKugN0OR1oCv6xALPMF0SRccMEFEQmKhc758+fnWpbf/va3Ok7iAL9kAqyAJClfGGDfxNGrVy+n48x+Me/FP/QX/H0O6yX0HXjuINvRv1xyySXaDz4pTrhXOb6bRtTDbsxMbpz13pCvhQhtLCrhvQE//7h6xXsnz7ERFo3g7Y+FaVh7AVhYQn2AEHcF7/9BqpMdikAgEAhaBsRMTiAQCAQNCaj0uCIvDZMnT67yduUK3ThAmWxOBF3ASRpeztYOqDmhYAPg+fm5z30u9RhMXvG97373u/q/QRbG+Y3zxYu8vajvu+++6HckSDv++OMTvw8fbuwuQCI94O9//7smQWvlkZ0HoMY7+OCDUwkBJOn7xz/+EdXTF77wBdVSYKpDXfoaUgpCvXvaaadpP3sb6YZYxj8Q1/B4Rp+ExKpJvuxJ+OQnP6lVy2hnWGxCm6HnkhVmkmEQ9iC00K/y+sGiGxICht6DCfKf9yEn4ceNXRdJQIJa/MsC9E3w3IdHMpHQJ5xwgsoD48aNS2178KBGf4J+BYkEoWo1FbW+wHNL619DEJeDoBFgJipG3+0CM8ZrmfAYfu9nnHGGftel5SRAH0SEMtoqFm6wQIb4NYF+A39HPOVJgPP3J4QFaXlRDjnkEB0zrop1X+D86G9dk4ISsOiNuqfFJozvkDRVIBAIBC0DQoALBAKBoCHBt8e6JGd68cUXqxJB/f/2zjTUqup/4+cXFOYbE31h80BzNlpkhohC0ayVQ5miNlmiTZIlUaZQlhpllmSDplaWNlCEhXmpxKwssqCygeyFIiIVQSFUL86fz/qzNuvsu4e199nn3H33fT5w6FzbZ589rnX2s571fIcMGZL6GYQAHhKzxhW42xN2MBYB60d4SaPZ4n9FQ2SI+wAaFS8QhVug6quvvkpd3nW8FYUbYRIWA+NghoEVwBE8mbKe5ngvE777SVFZK7S691kVCE/Dz1IIDnEFFzZiE4VCEbvjpszjHkawJiKIY4kAmgeiOzgf1kH62Wef1QYPHlxrFrcQZZxrc9asWaZArOt8b5awEBfnGnWxhWeT8DkmFMRkxgltDtEg3MNsj9sfuAIdRfyKwqcQI0ItEU+2j/nzzz+b/l76DKIpehLhe9K3mGh4OWJQioRBYjsYwTX3999/m0K3RCohwBLdgbBNNNj8+fNjB1eJG2E99p7AjT169GgzA4sCzu71i7uc9ipMs1Efbr/gO8BCO5ZVAI/7bcSAHYNp9MHc1xTw5kVUFfvrztZKgmNMW2cH5lrx+04IIUTXIQFcCCFEKXHdVj5uQ5v9DYiQUe6nMORD4mjMmn/pbg8PqjwY+06r9xXWuqNI4TpheSD2FVhdF6hPLmgzOd8+14+vmxER03WLsY7uJIC7Aw9JuLnYCALEYvjGCJSdsKszq7MZwWTcuHHmhfBClA6iNC7tLVu2GDHLhWuEaBRE1zwDWNxTDAAxtR8Q1Tdu3FhrNYjD7NeMGTMKXW842oHvoT5Aq7OWceUTW5TF+cp1XxQDBgzwWs51/3J9ieyEHdREW/gQXi5cx6JZEHKj+nkG1bg+EbJx/y9YsMDcF0mxIatWrTLrszPS3nzzzdpbb71l2njqVtCv0j+zPrjjjjsacsWbac8Rz92ZcHn6laJ+G7EtuNGZabNr1y7zOwRHOhFGvu2K2we00/UvhBCi9XSfebpCCCF6LD4ObbdAW7gwYhJZls2yPT0Rt6AoD8Q40nxernvMR2TC4V80rrvS95pA/HYFPPca7A747md4uSKcqGWlmXsboQ1xm7xsBKg9e/YYIZxccNe9SewK2fd5oQCspaOjI1eMU9R+2xciGdvOjA5iROy24zhHgC+yMFxYlPK5h8j/d7fXvnxcngjeI0aMMI7arLEPYbd6M+QZMFW/k4/wjAUGQHwIDzgUOfMhLZrq9ddfb8jdp2g393qSm5wBKregKtcLDmtmplDQ0UZ0MWsp3P4kZYynEe4P8vYrRWX8jxkzxri/7e8EDA5ZaoboPhNCiOoiAVwIIUQpcd1WPo4td3pyFnHBZ8p9GPcBGhG0SPd3d6YIt5R1qCXRipxtV9zKcj7dZYsUyNqB736G75Hutp9JhF2dvu5QXyjARkE4Yk/cSIWXXnopt6OXeKELLrgg+NsVyoqA2TO403Gar169urZy5crg/+Fwv//++wv7rnAhXzLHWwlFBREKLQj6xNfgusUly/l3RXVymEX3pn///g1/+xYzZRCo1YJtEnPnzm3I0l66dGnqrAIGw3BIT5482eTFI9rjaOb91KlTzWDzww8/3DBYDbbYax7C0TB5+5UioY7HlClTgr9px4iYyfr7rmjXvxBCiK5FEShCCCFK+9Bq3cA+rkByGy1ZnH15ij+528P0YtF5GjUFqIgY6E7bbkWBvNdPMy66cJ5pO/Ddz/By7r1W9n3MKo5xb/vGU2ThkksuMaLU888/H4hGTMtHzM6bBf7BBx8EojSFKS+99NJaK8AFTpyLjWBYtGiREYbTCt35EM7zR6BLK0CbF+5ve/xh4cKFJl85iWaLA5YNInlaIeozIDNz5sxaGWGWAfe5jdeyRU3T2LlzZ0M/3+ponjDU0Lj66qvNvW7vcx/I4E7L4f7+++8bBpQZqMtLuD/I268UDW3Lk08+ad4zsEV76zrk4/ol4mYs+n0nhBDVQgK4EEKIUsJ0dgpC+RYfYwqwhYJmPuDw813Wxd0e3+JKPQE303jv3r217gQPulYA982EJw/bfYiPelh23XC+0RHtihjx3U93OVzMUUJQ1v0sS4zKIYccYqbN223m3i5C2I0CUcoVYH2dqFGQ9zty5Mja22+/bf7GlY3I3ipwja5Zs8acN0QiIhTIGG6Www47zGT627ae6Afyj1sBURB24AWHqI9gW2ThyzKAuzWtgGgeWjFoVCTc07ZI89dff+31mW3btjV8vitwi1j61MfwxY0dI4u7mXgXokZwmVvnNL+pfApVZ629kpXwgLRPe8sAkTs4q993QghRLRSBIoQQopS4D5xugcI4zjzzzOD9jh07Ok3xjeLHH39scPv4wvot3anoYRbCMSM+uZiDBw8O3rsxA90B1wG3detWr898/vnnDbER7jUYlVfuM5OB7HSfqdru+cmbWeq7n+5yiCVRU9yz7qdbMLXV+5m2/uOPPz5TW5OXcHY9wnszIBTbYr+IdRTNa6WY5LqlKTRHIc8iuP7664P3P/zwQ2LWcTO4zt9BgwalFkpG0PMVS0W5cWda0G7bwsVJWME8/Pl24tbEKGqGkR1osowfP77p9Z1xxhlN9SutINwP+RQ4dn/bEdFyzDHHtGTbhBBCdA0SwIUQQpQSBIosYhmOSCvMIZStW7cu9TOvvvpqrm2jsFTUdlaJcPalT+EwCgAybdtOHy+iOF+7GDp0aPCeaAkftx05zpaBAwdGChRutiqFyNKwjt4s58e3qFsYYjPSxHYy2d17Kc7ZV+b9LLqtyctPP/3UyX3eDKeeemrtmmuuCf5+4IEHvDL08zJjxoyGa7wop/a0adMaHKjEJ7XiXGct3kn/UKW8e5u5HlVAtNnXiy++WCszzJawMOhNJn8SFK9lgDzq8+3EFeGZKVEEzNywA33M6CGaqcj+kwLAaQMM9Dv0P62EQpguPm5u97fdaaed1vQgpRBCiHIhAVwIIUQpcR1XuALThDqEmcsvv7xhyn5SUUbiKxYvXpx5u8judQW+YcOG1aoIx7NXr16ZnLEIeuPGjQv+vv3223MX+ms3CIm9e/cOzvGDDz6YOoXcFYZvuOGGyOVcVziu+F27diW6/cglzho5kNe1THzLI488krjMCy+80OCKixNL3P1EAEkSYnH+vfPOO23bzyxtDTmxaeB8djN0fcXXZ599tiE3t4jBMwrl2UGn7du35x7U84Ftvu222xoGMVzBqJm2hvbagvBIO1J023HwwQc3uICTcuiJeimy2KfoWs4++2wze8Uyf/78xPP/0EMPNQxudsVAN/2FKxIXkfFPxMedd97Z0EcXEV8zceLEhtggWy8gDo6/b1HKPNBXuIMy3PuuSz0Ot/2v6m87IYToyUgAF0IIUUpwO1nHEw+qn3zySepnZs2aFUQm4EBG1IwSURA3Ro0alSuHGPGOgkpw6KGHNjxUVwlENRxQFopJ+bhLEeRs1APiGMXR0oqOsV5c12Qku667doIIhxPV8vTTT5tXnJP3qquuCo4Hwv+UKVMilx0yZEiQjc51fOutt0YKL4jfV155ZaJAHhfZQkxDXrc9QgTZzlGwTgQS1+GPkBQF225BiKVQYhQIxxR28y2C6e7n2rVra7t3764VzYUXXtjg/EwTZhDArfuaY5QWzfLHH3/Uxo4d2+AuZyChCHfhcccd11DU8Oeff661Eq4He3+z37ZAXxHuco6RBYfu+eefb3K7fUAo5Dj7DnTQP8RtO4Oj5KlXLf+7J0PcjTtjgQHMu+++O/Leffzxxxvy7d2ooSgorMj/54XDPo577rmn9vLLL3vNKtiwYUPtsssuC/oY+qepU6fGLk9fmxY7RvtDG07Mls3BnzdvXq0IGCRwBXqOrS3SG4b+Jm3gNS8MNNJPcE5cA8Ts2bNTI4/g448/Dt6nFRIVQgjR/VARTCGEEKUFkdE6YinclfZAQgwK0+eXLFli/n733XeNiIvoePrpp5uHSR58ly5daoS0Y4891rgas2TZugXEEPKqDNmgNqcTJzAiEw+6biwFIqAbw8AxXblyZW306NHmeG/ZssWIdPw9YsQIMw2ZbE0EX4pgITi+//77xpnWqpxnXxAD1q9fH7h7p0+fboSQCRMmGLGAqfMIcjh57cAKAy4cG66jKJhijmhI0UB7TZ533nm1W265xRwrxNZPP/3UrJPCoTy4I2KmiW9k5ONoQ/zmmHFsudYpmsZ3WlivWyDWBcERsYDzzH/5m0EdBEAEyNWrVwcCDOc8ydWHIIyQjHBjxR7cdDh5+X72jf+HKw+HPcfUjZBJagNwLCIacUzIZEUU79+/fzDYxfpdd3VWOGbnnHOOaRuYus85vuKKKxI/w3F57bXXzIvPDx8+3GTgU9Sxb9++Zh8Z+OH6Z6aAO9jGwB4DRUVB9AnHku9sNRRAZaDo0UcfDbKEmaFz4oknNr1u2g0G3uyADNc2gh3XNQNpzDLgvBOXgrhFUTtm43CthoX/qPuRe5jzamcfMMuD9u26664z55A2afPmzbXnnnvOiOkMbHGP0SaI9kG7c9NNN3X6d/f6Zpmo2Q60MXF53QzSjRkzJpi5g9DNPX/jjTeafmnPnj1GoKaNtrA8g+VFwODuggULzP1z0UUXmcFE6g8gbiPOcs1999135np260vQzi1btiyyyLKFz1177bWmX0A4x7GOsxtBmHbovffeM7n9NpqENpP+3M56KoKnnnrKRLbQT9Jes4/0LcTH8H203xx7O7hA30D7mQXud9YbhgFV2lj67rDpgd9p7uB2HBTitcV4aWfkABdCiApSF0IIIUrKN998gxpqXkcffbTXZ/7777/6qFGjgs/FvQ466KD6l19+WR82bFjwbytWrEhd/ymnnBIsv3Xr1npRTJo0KVgv25SHDz/8MFjHkUce6fVdc+bMiV3u33//rQ8fPjzxOMZ9fv369fU+ffqknofwa/v27Z3W9euvvzYs00p2795dHzhwoNe27r///vU1a9akrvOff/6pDx06NHV9J510Un3v3r3m3Nl/45zG8cUXX5jrOGmdHDuX8LonTJiQul29evWqd3R0pO7njh076gMGDEhd39ixY+u//PKL9zldtmxZfb/99otdX9K17svixYuD9U2ePDlx2eXLl2e+ru3rrLPOqu/cuTN23bRBdtl+/fp5b//06dM7fdegQYO8vifrPcU12rt37+CzXENFsmjRolxtB6+jjjqqvm7dusT7+/DDD09dD9+/efNmr7bSt33ybXddfNuCKhG+NrO80o7Rvn37Uvs0+2I5lk/D/Q2R1BaNHDky8/707du3vnbt2tRtoB/yXSf9zLfffltvBZs2bWpoG+JeEydOzPV7JcvrgAMOMPcZv2N8WLhwYfDZadOmFXhUhBBClAVFoAghhCgtOP/OPfdc8x63cNoUX8D9+sYbbxjneFRRQsBlizs1a64n7iOcVoAbEddolSGigWnMuHZxleGSPPDAA70+e/HFFxvH21133WUcsUngVCNChDiJE044odaVkBWK+27OnDmx240jj/1j5oDrfo+D4qw48JjCbvOaXXDEkyGOGzXJ5RcGByHT2u+77z7jPsad67q/fcBJiSuxX79+scXNcOnjME8Dhy0OWly7UfAd3Jc4N61724ebb77ZHBv+ywwE3L1ZPu8DjnTrhsQpaWOOouBa5Rq59957zTmIOqdRs1NwqbMfuMSLhmugSDdnElyjbhwDju0i89lnzpxp2nuc7SeffHLq8n369DEzTKwTnPdp97dbL8KF64qZRtu2bTMRLKJa0H9t3LjRRHDEzYzh3/n/LOfb3/nArB9m2eAuToPZB7QvxEnhQk+D2UTMjEmK+SCehWxzZla0KrqN/oJ+kd9YcX0A/c2qVasK/V72m2gm+iAc57j7iTlilodv1NQrr7wSvKevEUIIUT3+hwre1RshhBBCxIFYxtReYKoy09N9YRpuR0eHEWd4z0MlgjoPi3kgyoIsbFixYkVsQUDROS4CEZXBg99++82cC0RMhEAErq4WveNgujgRFkQ8/P7770ZgJCKEqdFZhGoX4kW4Jnk4Rzg94ogjTHxGnABdNIggNgOWAQcrVBAvwN8UvCQKgtxyBECm6OeBwQ9y+4m24VwTXYIwzmBAWUGgImoAiBQhGsMHYmy4tmlniHohnoNBDbvfxGjkvV5EzUSd0H5wbGk/aE8YnOKeIXqHa9Qn3zcM1/qmTZvM+hE6ubfJ7Oe/ovrQvnP+ib3gukKYJp6ICJWsA4lZ4TsRt2mLiQzhcZyBHNpd4tr4jZLnmiZGhcEbIt5srBiDPkSjuPUU2gGDUfQBRMuwb4jTDKSWsQ/gmNnjQ//+0UcfdfUmCSGEaAESwIUQQpQash15eONhihxi8ixxurabv/76K8iJJS+U7SmiiJ0Q7SROABf/L0qRZY0wRk47gx9CCCGqDTOwli9fHtR5cQsjCyGEqA6KQBFCCFFqcMkyFR5wViYV4mslOM8Rv23cgMRvIaoF7s9JkyaZ9xQmxb0ohBCiujADxBZkZgaIxG8hhKguEsCFEEKUnvHjx5vMbXjiiSeMG7ud7Nu3z2QXA9mZZAALIarH3LlzzUwTmDdvXldvjhBCiBZC3jsRYGB/5wkhhKgmEsCFEEKUHgqTLVmyxLwnq/Oxxx5r6/eT+02OJVBcqdX5oEKIroH859mzZ5v3GzZsUBasEEJUFOLAnnnmmcBogQNcCCFEdVEGuBBCCCFED0EZ4EIIIYQQQoiehhzgQgghhBBCCCGEEEIIISqJHOBCCCGEEEIIIYQQQgghKokc4EIIIYQQQgghhBBCCCEqiQRwIYQQQgghhBBCCCGEEJVEArgQQgghhBBCCCGEEEKISiIBXAghhBBCCCGEEEIIIUQlkQAuhBBCCCGEEEIIIYQQopJIABdCCCGEEEIIIYQQQghRSSSACyGEEEIIIYQQQgghhKgkEsCFEEIIIYQQQgghhBBC1KrI/wGrj/jv+YbZ2QAAAABJRU5ErkJggg==",
|
|
"text/plain": [
|
|
"<Figure size 1500x1200 with 4 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
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"data": {
|
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"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 1500x700 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"#Plots für Simple Usecases\n",
|
|
"\n",
|
|
"SIMULATION = False\n",
|
|
"AUDIO = False\n",
|
|
"PLOT = False\n",
|
|
"\n",
|
|
"plot = 'sine_1'\n",
|
|
"\n",
|
|
"# Chirp Generator\n",
|
|
"n=2000 #Sampleanzahl\n",
|
|
"fs=20000 #Samplingrate\n",
|
|
"f0=100 #Startfrequenz\n",
|
|
"f1=1000 #Stopfrequenz\n",
|
|
"t1=n/fs #Chirpdauer (Samples/Samplingrate)\n",
|
|
"if plot == 'sine_1':\n",
|
|
" f_disturber=2000 #Störfrequenz\n",
|
|
"else:\n",
|
|
" f_disturber=500 #Störfrequenz\n",
|
|
"\n",
|
|
"signal_amplitude=0.5\n",
|
|
"disturber_amplitude=0.25\n",
|
|
"\n",
|
|
"# Parameter setzen\n",
|
|
"coefficients = 16\n",
|
|
"step_size = 0.01\n",
|
|
"indices = [0, coefficients // 2, coefficients - 1]\n",
|
|
"\n",
|
|
"t = np.linspace(0, t1, n)\n",
|
|
"\n",
|
|
"# Zielsignal anlegen\n",
|
|
"desired_signal = signal.chirp(t, f0=f0, f1=f1, t1=t1, method='linear')*signal_amplitude\n",
|
|
"\n",
|
|
"# Störsignal anlegen\n",
|
|
"if plot == 'sine_1' or plot == 'sine_2':\n",
|
|
" noise_signal = np.sin(2*np.pi*f_disturber*t) * disturber_amplitude\n",
|
|
"else:\n",
|
|
" noise_signal = np.random.normal(0, 1, n) * disturber_amplitude\n",
|
|
"\n",
|
|
"# Korruptes Zielsignal anlegen\n",
|
|
"corrupted_signal = desired_signal + noise_signal\n",
|
|
"\n",
|
|
"# Zeitachse anlegen, ANR Algorithmus ausführen\n",
|
|
"t = np.linspace(0, len(corrupted_signal), len(corrupted_signal))/1000\n",
|
|
"output, coefficient_matrix = anr_function(corrupted_signal, noise_signal, coefficients, step_size, adaption_step=1)\n",
|
|
"\n",
|
|
"# Koeffizientenmatrix und Vergleich um Koeffizientenanzahl kürzen, um Tail zu vermeiden, 2.te Zeitachse anlegen\n",
|
|
"coefficient_matrix = coefficient_matrix[:-coefficients]\n",
|
|
"error_signal = (output - desired_signal)[:-coefficients]\n",
|
|
"t2 = np.linspace(0, len(error_signal), len(error_signal))/1000\n",
|
|
"\n",
|
|
"# SNR davor/danach in dB berechnen, SNR Ratio berechnen, \n",
|
|
"snr_before = 10 * np.log10(np.trapz(desired_signal**2, t) / np.trapz(noise_signal**2, t))\n",
|
|
"snr_after = 10 * np.log10(np.trapz(desired_signal**2, t) / np.trapz(error_signal**2, t2))\n",
|
|
"delta_snr = round(snr_after - snr_before, 2)\n",
|
|
"\n",
|
|
"if SIMULATION == True:\n",
|
|
" # Soundfiles zu 16 Bit skalieren und als .txt speichern für DSP Simulation\n",
|
|
" desired_signal_simulation = desired_signal*(2**(15)-1)\n",
|
|
" noise_signal_simulation = noise_signal*(2**(15)-1)\n",
|
|
" corrupted_signal_simulation = corrupted_signal*(2**(15)-1)\n",
|
|
" np.savetxt('simulation_data/simple_desired_signal.txt', desired_signal_simulation, fmt='%d')\n",
|
|
" np.savetxt('simulation_data/simple_corrupted_signal.txt', corrupted_signal_simulation, fmt='%d', delimiter=\"\\n\")\n",
|
|
" np.savetxt('simulation_data/simple_noise_signal.txt', noise_signal_simulation, fmt='%d', delimiter=\"\\n\")\n",
|
|
"\n",
|
|
"# Plots des Filterprozesses\n",
|
|
"figure1, (ax0, ax1, ax2, ax3) = plt.subplots(4, 1, figsize=(15, 12), sharex=True, sharey=True)\n",
|
|
"ax0.set_ylim(-1, 1)\n",
|
|
"ax0.plot(t, desired_signal, c='deepskyblue', label='Desired signal')\n",
|
|
"ax1.plot(t, corrupted_signal, c='royalblue', label='Corrupted signal')\n",
|
|
"ax2.plot(t, noise_signal, c='chocolate', label='Reference noise signal')\n",
|
|
"ax3.plot(t, output, c='green', label=f'SNR Gain = {delta_snr} dB')\n",
|
|
"\n",
|
|
"ax0.text(0.5, -0.3, '(a) Desired signal',\n",
|
|
" transform=ax0.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax1.text(0.5, -0.3, '(b) Corrupted signal',\n",
|
|
" transform=ax1.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax2.text(0.5, -0.3, '(c) Reference noise signal',\n",
|
|
" transform=ax2.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax3.text(0.5, -0.5, f'(d) Filter output (SNR Gain = {delta_snr} dB)',\n",
|
|
" transform=ax3.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax3.set_xlabel('time(s)', x=0.05)\n",
|
|
"ax0.set_ylabel('Amplitude')\n",
|
|
"ax1.set_ylabel('Amplitude')\n",
|
|
"ax2.set_ylabel('Amplitude')\n",
|
|
"ax3.set_ylabel('Amplitude')\n",
|
|
"\n",
|
|
"# Plots der Filterperfomanz\n",
|
|
"figure2, (ax4, ax5) = plt.subplots(2, 1, figsize=(15, 7), sharex=True)\n",
|
|
"ax4.set_ylim(-1, 1)\n",
|
|
"ax4.plot(t2, error_signal, c='purple', label='Error (Desired signal - Filter output)')\n",
|
|
"for i in indices:\n",
|
|
" ax5.plot(t2, coefficient_matrix[:,i], label=f'Coefficient {i+1}')\n",
|
|
"\n",
|
|
"ax4.text(0.5, -0.3, '(a) Error signal',\n",
|
|
" transform=ax4.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax5.text(0.5, -0.5, '(b) Coefficient values (1st, 8th, 16th)',\n",
|
|
" transform=ax5.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax5.set_xlabel('time(s)', x=0.05)\n",
|
|
"ax4.set_ylabel('Amplitude')\n",
|
|
"ax5.set_ylabel('Coeffcient value')\n",
|
|
"\n",
|
|
"#Grids direkt auf Subplots anwenden\n",
|
|
"ax0.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax1.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax2.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax3.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax4.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax5.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"\n",
|
|
"#Spines direkt auf Subplots anwenden\n",
|
|
"ax0.spines['top'].set_visible(False)\n",
|
|
"ax1.spines['top'].set_visible(False)\n",
|
|
"ax2.spines['top'].set_visible(False)\n",
|
|
"ax3.spines['top'].set_visible(False)\n",
|
|
"ax4.spines['top'].set_visible(False)\n",
|
|
"ax5.spines['top'].set_visible(False)\n",
|
|
"ax0.spines['right'].set_visible(False)\n",
|
|
"ax1.spines['right'].set_visible(False)\n",
|
|
"ax2.spines['right'].set_visible(False)\n",
|
|
"ax3.spines['right'].set_visible(False)\n",
|
|
"ax4.spines['right'].set_visible(False)\n",
|
|
"ax5.spines['right'].set_visible(False)\n",
|
|
"\n",
|
|
"# Schriftgrößen für LaTeX-Dokument\n",
|
|
"plt.rcParams.update({\n",
|
|
" \"text.usetex\": True,\n",
|
|
" \"font.family\": \"serif\",\n",
|
|
" 'font.size': 16, # Standardtext\n",
|
|
" 'axes.labelsize': 30, # Achsenbeschriftungen\n",
|
|
" 'xtick.labelsize': 25, # Tick-Beschriftungen\n",
|
|
" 'ytick.labelsize': 25,\n",
|
|
" 'legend.fontsize': 15 # Legende\n",
|
|
"})\n",
|
|
"\n",
|
|
"figure1.tight_layout()\n",
|
|
"figure2.tight_layout()\n",
|
|
"if PLOT == True:\n",
|
|
" figure1.savefig(f'plots/fig_plot_1_{plot}', dpi=600)\n",
|
|
" figure2.savefig(f'plots/fig_plot_2_{plot}', dpi=600)\n",
|
|
"plt.show()\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"#Plots für intermediate Usecases\n",
|
|
"\n",
|
|
"SIMULATION = False\n",
|
|
"AUDIO = False\n",
|
|
"PLOT = True\n",
|
|
"\n",
|
|
"# Chirp Generator\n",
|
|
"n=2000 #Sampleanzahl\n",
|
|
"fs=20000 #Samplingrate\n",
|
|
"f0=100 #Startfrequenz\n",
|
|
"f1=1000 #Stopfrequenz\n",
|
|
"t1=n/fs #Chirpdauer (Samples/Samplingrate)\n",
|
|
"f_disturber=2000 #Störfrequenz\n",
|
|
"\n",
|
|
"# .wav File laden, Tonspuren den Signalen zuordnen, Corrputed Target Signal erstellen\n",
|
|
"fs, data_1 = load_wav(f'./audio_data/Nutzsignal/male.wav')\n",
|
|
"fs, data_2 = load_wav(f'./audio_data/Störsignal/breathing.wav')\n",
|
|
"\n",
|
|
"# Signale laden und zuordnen\n",
|
|
"desired_signal = data_1\n",
|
|
"noise_signal = data_2\n",
|
|
"corrupted_signal = desired_signal + noise_signal\n",
|
|
"\n",
|
|
"# Parameter setzen\n",
|
|
"coefficients = 16\n",
|
|
"step_size = 0.01\n",
|
|
"indices = [0, coefficients // 2, coefficients - 1]\n",
|
|
"\n",
|
|
"# Zeitachse anlegen, ANR Algorithmus ausführen\n",
|
|
"t = np.linspace(0, len(corrupted_signal), len(corrupted_signal))/20000\n",
|
|
"output, coefficient_matrix = anr_function(corrupted_signal, noise_signal, coefficients, step_size, adaption_step=1)\n",
|
|
"output = output * max(desired_signal) / max(output)\n",
|
|
"\n",
|
|
"if AUDIO == True:\n",
|
|
" # Audiodateien zum Vergleich abspeichern\n",
|
|
" sf.write('corrupted_signal.wav', corrupted_signal, fs)\n",
|
|
" sf.write('filter_output.wav', output, fs)\n",
|
|
"\n",
|
|
"# Koeffizientenmatrix und Vergleich um Koeffizientenanzahl kürzen, um Tail zu vermeiden, 2.te Zeitachse anlegen\n",
|
|
"coefficient_matrix = coefficient_matrix[:-coefficients]\n",
|
|
"error_signal = (output - desired_signal)[:-coefficients]\n",
|
|
"t2 = np.linspace(0, len(error_signal), len(error_signal))/10000\n",
|
|
"\n",
|
|
"# SNR davor/danach in dB berechnen, SNR Ratio berechnen, \n",
|
|
"snr_before = 10 * np.log10(np.trapz(desired_signal**2, t) / np.trapz(noise_signal**2, t))\n",
|
|
"snr_after = 10 * np.log10(np.trapz(desired_signal**2, t) / np.trapz(error_signal**2, t2))\n",
|
|
"delta_snr = round(snr_after - snr_before, 2)\n",
|
|
"\n",
|
|
"if SIMULATION == True:\n",
|
|
" # Soundfiles zu 16 Bit skalieren und als .txt speichern für DSP Simulation\n",
|
|
" desired_signal_simulation = desired_signal*(2**(15)-1)\n",
|
|
" noise_signal_simulation = noise_signal*(2**(15)-1)\n",
|
|
" corrupted_signal_simulation = corrupted_signal*(2**(15)-1)\n",
|
|
" np.savetxt('simulation_data/intermediate_desired_signal.txt', desired_signal_simulation, fmt='%d')\n",
|
|
" np.savetxt('simulation_data/intermediate_corrupted_signal.txt', corrupted_signal_simulation, fmt='%d', delimiter=\"\\n\")\n",
|
|
" np.savetxt('simulation_data/intermediate_noise_signal.txt', noise_signal_simulation, fmt='%d', delimiter=\"\\n\")\n",
|
|
"\n",
|
|
"# Plots des Filterprozesses\n",
|
|
"figure1, (ax0, ax1, ax2, ax3) = plt.subplots(4, 1, figsize=(15, 12), sharex=True, sharey=True)\n",
|
|
"ax0.set_ylim(-1, 1)\n",
|
|
"ax0.plot(t, desired_signal, c='deepskyblue', label='Desired signal')\n",
|
|
"ax1.plot(t, corrupted_signal, c='royalblue', label='Corrupted signal')\n",
|
|
"ax2.plot(t, noise_signal, c='chocolate', label='Reference noise signal')\n",
|
|
"ax3.plot(t, output, c='green', label=f'SNR Gain = {delta_snr} dB')\n",
|
|
"\n",
|
|
"ax0.text(0.5, -0.3, '(a) Desired signal',\n",
|
|
" transform=ax0.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax1.text(0.5, -0.3, '(b) Corrupted signal',\n",
|
|
" transform=ax1.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax2.text(0.5, -0.3, '(c) Reference noise signal',\n",
|
|
" transform=ax2.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax3.text(0.5, -0.5, f'(d) Filter output (SNR Gain = {delta_snr} dB)',\n",
|
|
" transform=ax3.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax3.set_xlabel('time(s)', x=0.05)\n",
|
|
"ax0.set_ylabel('Amplitude')\n",
|
|
"ax1.set_ylabel('Amplitude')\n",
|
|
"ax2.set_ylabel('Amplitude')\n",
|
|
"ax3.set_ylabel('Amplitude')\n",
|
|
"\n",
|
|
"# Plots der Filterperfomanz\n",
|
|
"figure2, (ax4, ax5) = plt.subplots(2, 1, figsize=(15, 7), sharex=True)\n",
|
|
"ax4.set_ylim(-1, 1)\n",
|
|
"ax4.plot(t2, error_signal, c='purple', label='Error (Desired signal - Filter output)')\n",
|
|
"for i in indices:\n",
|
|
" ax5.plot(t2, coefficient_matrix[:,i], label=f'Coefficient {i+1}')\n",
|
|
"\n",
|
|
"ax4.text(0.5, -0.3, '(a) Error signal',\n",
|
|
" transform=ax4.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax5.text(0.5, -0.5, '(b) Coefficient values (1st, 8th, 16th)',\n",
|
|
" transform=ax5.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax5.set_xlabel('time(s)', x=0.05)\n",
|
|
"ax4.set_ylabel('Amplitude')\n",
|
|
"ax5.set_ylabel('Coeffcient value')\n",
|
|
"\n",
|
|
"#Grids direkt auf Subplots anwenden\n",
|
|
"ax0.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax1.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax2.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax3.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax4.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax5.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"\n",
|
|
"#Spines direkt auf Subplots anwenden\n",
|
|
"ax0.spines['top'].set_visible(False)\n",
|
|
"ax1.spines['top'].set_visible(False)\n",
|
|
"ax2.spines['top'].set_visible(False)\n",
|
|
"ax3.spines['top'].set_visible(False)\n",
|
|
"ax4.spines['top'].set_visible(False)\n",
|
|
"ax5.spines['top'].set_visible(False)\n",
|
|
"ax0.spines['right'].set_visible(False)\n",
|
|
"ax1.spines['right'].set_visible(False)\n",
|
|
"ax2.spines['right'].set_visible(False)\n",
|
|
"ax3.spines['right'].set_visible(False)\n",
|
|
"ax4.spines['right'].set_visible(False)\n",
|
|
"ax5.spines['right'].set_visible(False)\n",
|
|
"\n",
|
|
"# Schriftgrößen für LaTeX-Dokument\n",
|
|
"plt.rcParams.update({\n",
|
|
" \"text.usetex\": True,\n",
|
|
" \"font.family\": \"serif\",\n",
|
|
" 'font.size': 16, # Standardtext\n",
|
|
" 'axes.labelsize': 30, # Achsenbeschriftungen\n",
|
|
" 'xtick.labelsize': 25, # Tick-Beschriftungen\n",
|
|
" 'ytick.labelsize': 25,\n",
|
|
" 'legend.fontsize': 15 # Legende\n",
|
|
"})\n",
|
|
"\n",
|
|
"figure1.tight_layout()\n",
|
|
"figure2.tight_layout()\n",
|
|
"if PLOT == True:\n",
|
|
" figure1.savefig(f'plots/fig_plot_1_wav', dpi=600)\n",
|
|
" figure2.savefig(f'plots/fig_plot_2_wav', dpi=600)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 16,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"C:\\Users\\phangl\\AppData\\Local\\Temp\\ipykernel_19616\\1061383714.py:71: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.\n",
|
|
" snr_before = 10 * np.log10(np.trapz(desired_signal_r11**2, t) / np.trapz(noise_signal_r11**2, t))\n",
|
|
"C:\\Users\\phangl\\AppData\\Local\\Temp\\ipykernel_19616\\1061383714.py:72: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.\n",
|
|
" snr_after = 10 * np.log10(np.trapz(desired_signal_r11**2, t) / np.trapz(error_signal**2, t2))\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
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"<Figure size 1500x1200 with 4 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
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"data": {
|
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"image/png": 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",
|
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"text/plain": [
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"<Figure size 1500x700 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
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"data": {
|
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"image/png": 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V1crLy3Oz43Nzc+XbircHDx5UcXFxlyvettTX65Ubb3Tfn7lkCQvmAXFcz5HSeOiQdj/4oOslHjTmxhtVdNFFfXq9QKLoz3oG0PeoacAf1DPgD+q5e1G9RSx77+sNiaWurq7b31sPYJOUlqbkd2eBAojPeo6U9EGDNO5f/kUn33236wVudv7qV2osL++X6wcSQX/VM4D+QU0D/qCeAX9QzzHYAsVmIc+dO7fPpudXVlZq6dKl9AHHUawfsEnNzaUvEoCjZI4Y4YLwd/7rv1wv8e1LlmjCggWuhzgAAAAAAIhPUQvAn3zySU2aNKlPr2PevHma/u5sPsA0Hz7svqZmZ0d7KABikIXdY+fN09tf/7oOv/GG9v/5zxp61VXRHhYAAAAAAOihqExrs5m3Jf2wwNj48eP7/DoQO+xxVVRU1O3M7vYAPCenH0cGoC/qua9kDB+uUZ/5jPt+7yOPqG7nzn4fA+CTaNYzgMijpgF/UM+AP6jnGAzAx40b129tVvrruhB9VuQ5OTkE4ECC1HNfKrzwQuVNmaK2lhaV/uAHOrJtW1TGAfgg2vUMILKoacAf1DPgD+o5BgPwzZs3Kzc3t9+uC4mz4u3u3bvd1+P2AKcFChD39dyX7I+G0Z/7nNIKCtSwb582fvObOrJ9u6LFgvjg8xcQb6JdzwAii5oG/EE9A/6gnrvHyl7wSlNTU7e/b2EGOOBNPfe1tPx8nfStbyn75JPV2tiozffcox2/+EX7J0mC2pqb1XjoUMSvv+XIEdWWlqqpstL1JH/ty19W1YYNEb8eIBHqGUBkUdOAP6hnwB/UcwwugglEAy1QAIQjLTdXJf/6r3rnP//TzQQ/tGqV6wk+8Y47lJyaqtamJm266y7VbtqkgnPPVcu7s7TTi4uVc8opyp8+3S2saey09bt3q27XLjVVVCj7hBNUv2+f1NamrJISF3hXvPii2ux0e/aoNvgJJvsIW1ub+9basQy58koNuvRSpRcWRu+GAQAAAAAgTngdgK9atUorV67UXXfdFe2hIEYQgAMIV+rAgTrpm99U1fr12vmLX6h240YXejdXV7tQPKjihReOOt+hJ5/UwAkTlH/WWe60h/7+9/aAPFTJGRlqra9X8oAByho3TjVvv619f/yjyp55Rid+4xtKLyqK2HECAAAAAOAjrwPwdevWEYAnEOvZO2TIkO4XwaQHOOBNPfenlIwMFZ57rnvuKP2f/3EheLukJA27+mod2bHDzeq2wNxmedtscZvF3T6T2y5n4EBljhrlvta89ZabKW7hts34NvlTpih98GB3PbYIp81Ar379daUPGqSMIUNU8dJL2vvHP6ph7169c+edyj7pJBV94ANutnms3FZArNczgN6hpgF/UM+AP6jn7iW1tb37uWrPVFdX69JLL1VVVZU2bdoU7eHE1O2Sl5fnbpf+Wog0lrz6xS+6mZgnffvbyho9OtrDARCH6nbv1t6HH3ZtS2xWdkpmpgaWlLzvdI1lZSp77jkdKS1VSlaWcs88UwVnndXeEqWnGg4d0sb/+i/XRiVo8JVXauQ//VOvLhcAAAAAAB9FJQAvLCx0AWx/yM/PV1lZWb9cVzzwOQC3lW537typUaNGKbmTgKmttVXrP/c5O6FO+8EPlF5QEJVxAuh9PSc66xd++O23Vf3KK67VSlJams748Y9dGA/EGuoZ8As1DfiDegb8QT13Lyq3iAXglrv3x1ZZWRmNQ0SUdPd+TktdnQu/DS1QgNjn6QeUIsJmlFu7lFGf/awGDBvmFs6sXLMm2sMCukQ9A36hpgF/UM+AP6jnGOsBbrOyCwoKtHTpUpWUlLhAvCvl5eWaP3++O92cOXO6Pa1Zs2aNFi9erPHjx+v222/vg9Ej3hfAtEXlktPSoj0cAOg16+9WeN55riVL+T/+oaILL4z2kAAAAAAAiClRCcAtzLaAesaMGcc9rYXYl112mW699daQLnvy5Mm68cYb3fnWrl2rG264IQIjhk8BeGpOTrSHAgAREwzAD7/xhhoPHXILZgIAAAAAgCi2QLEA3LbjWb9+vetXHWr43dHdd9/tZoNbz2skzkzI4cOHd7niLQE44E894z0DBg9W9skn2+fddHDVqmgPB3gf6hnwCzUN+IN6BvxBPcdgAG7h9F133XXc0y1ZssSdtqcWLlwY0vXAD1bkqampXRZ7S02N+0r/byD+6xlHG3z55e7rob//Xa2NjT2+nCPbt6uxoiKCIwOoZ8A31DTgD+oZ8Af13L1kn5u32+xxFsFMrBVvd+zY4b52hhnggD/1jKPlTZ7sWp/YG31bf/Qj1e3apbYwbru2lhbtXrpUb/9//5/euOUW7frd71T23HNq4jUUEUA9A36hpgF/UM+AP6jnGOwBHqqKCMxCs0U0gWDwnVVSoozhw6M9FACIqKTkZI34xCe07cc/VtX69W5LzctT0Qc+oJSMDGWOGqXMMWPUePCgC8rTCgrczICG/fu1e9kyVW/YoNaGBndZbU1NOvDYY4HLTUtT8aWXati11yolMzPKRwkAAAAAgGcBeGlpaa8vgxngCCq66CK3AYCPCqZP14A779Tu3/1OtZs2qbmqSvsffbTT06YXFytj2DC3cKbN/jYp2dka+c//rOS0NFWtW+dmkddt364DTzyhitWrNfpzn1PepEn9fFQAAAAAAHgcgI8bN05PPfWULrnkkh6df+vWrb1uowIAQLzIGjNGE2+/XW3NzS60rn7lFdcK5fCbb6q5ulpp+fmurYnNBLfN5Jx+uobPnq2ssWPdTHJTcNZZ7vWz+rXXtPP//k+NBw5oy3e/q4Jzz3UheVpubpSPFAAAAACA0CS1xXBCvHLlSl133XXatm2bcnrQt3n69OmaP3++brjhhj4ZXzyqrq52vdGrqqqU62GAYb2Okt8NcADEN+o5ciwEt5neNru7pb7eBeONhw4p98wzlTlyZLfntdYoex5+WAf++ldbnMPNFB/3hS8o9/TT+238iH/UM+AXahrwB/UM+IN6jtMA3MyaNcsF4EuWLAl5Jridfs6cOa79yaZNm/p8jPHE5wDcHspNTU1KS0tj1VsgzlHPsae2tFQ7HnhAdTt3SsnJGnPDDSq68MJoDwtxgHoG/EJNA/6gngF/UM/di/m3BZYvX65Dhw5p5syZOuuss3Tvvfdqw4YNLsgNsu8t9H7ggQfcjPHx48dr3bp1WrFiRVTHjv4v9j179tD2BvAA9Rx7BpaU6MQ771Th+efb1ALt+MUv1FhWFu1hIQ5Qz4BfqGnAH9Qz4A/qOY57gBubrbx27Vo3E3zNmjXu++7YHV1SUqJly5Zp7Nix/TZOAAB8Zy1Uxsyf79qn1LzzjvbYa+1NN0V7WAAAAAAAxO8McGOB9pYtW3T33Xe7QNxC7q62hQsXavPmzZo8eXK0hw0AgHfs43QjPvEJ9335889r649+pLrdu6M9LAAAAAAA4nMGeEcLFixw26pVq1yLEwvFTX5+vpshPmPGjGgPEVFGnyPAH9RzbLdDGXzllTrw2GOqeOklVa1fr9E33KDCc8+N9tAQo6hnwC/UNOAP6hnwB/Ucx4tgIrJ8XgQTANC/jmzfrt2/+50Ov/GG+3nCV7+q3DPOiPawAAAAAACIrxYoQCjsvZy6ujoa/gMeoJ7jQ9aYMZqwYIGKLrrI/bz9gQfUXFsb7WEhxlDPgF+oacAf1DPgD+q5ewTg8IYV+f79+yl2wAPUc/xISk7WqE9/WgOGDFFTRYW23Huv6vfti/awEEOoZ8Av1DTgD+oZ8Af1HCMB+AMPPKBY9sgjj0R7CAAAxKXkAQM09qablJyRodrNm/X217+uup07oz0sAAAAAAD6LwC3dyBuvvlmxSIbV2lpabSHAQBA3Bo4YYJOvusu97W1vl6lP/iBWo4cifawAAAAAAAJrt8C8BtvvFHjxo3T5ZdfrsOHDytWFoS08YwfP1633nprtIeDCEhLS4v2EABECPUcfwYMGqTx//7vSisqUsO+fdr4rW8xExwO9Qz4hZoG/EE9A/6gnruW1NbPzWGWLFmiO+64w7VEufrqqxXNlicWyi9cuFA33HCDEoWF/nl5eaqqqlJubm60hwMA8FBtaanrBd5sb3gnJ6voggs0+MorlTlihNpaWpSUktKjy3V/srS1ub7jAAAAAADEZABu1q1bp7lz56qgoECLFi3SJZdc0m/X/eSTT2rBggXaunWrVq5cqcmTJyuR+ByA20O5pqZG2dnZSkpKivZwAPQC9Rz/mqqqtOMXv1DVmjXt+1KyslxblIzhw5Wak6OGQ4eUN2mSBl1yiRoPHlTW2LFKHzRIba2tOvzGG6p+7TU17N+v1Nxcd/qyZ55xlzHuC19wp0V8oJ4Bv1DTgD+oZ8Af1HMMBuBBFn7ffvvtrgXJTTfd5GZk90Uoa6GvzTxfvHix6/VtAfhdd92lRORzAN7a2qodO3Zo9OjRSmZ2IBDXqGd/1GzapP1/+YuqNmyQWlq6P3FSkjJHj1ZzdbWaKiq6PllamobPmaPBl13W49nk6D/UM+AXahrwB/UM+IN6juEA3FRWVuq2227T/fff796hKCkp0Zw5czRt2jRNmTJFY3sww2vbtm0u6F6xYoWWL1/uvrfDnDdvnmt5YgFwoiIABxAPqGf/NFVXq7mqSikDB+pIaala6uuVkpGhvX/4g+r37tWA4mLV797dfvrkzEwVnnOOMkaNcrPDG222+JQpqnjpJVVbmC4pq6RE4770Jdd7vCs2m5yWKdFFPQN+oaYBf1DPgD+o5xgPwDuyWdq2WYsUE5yyb6G4bfn5+e7nwsJC972F5+Xl5W6ffW9Bt20meFgzZ87U/Pnzde2110bpqGILATiAeEA9JxZ7zbbX/Pp9+1S/a5drd5I5ZowLyDs7bdnTT2v3737n2qnYacfcdJNyTz9dbY2N7vet9fXa//jjqn7lFdXv2aOMYcNUdPHFrhe5nR79i3oG/EJNA/6gngF/UM9xFIAHWTi7Zs0a/e1vf9OqVatcqG0B9/FYKG5BuYXes2bNcrPIE3m2dyIG4AcPHlRxcTHFDsQ56hnHYzPCt3z/+6rbvt39PGDwYNdTXK2trpWKLZZ5rKTUVBWed56GX3ed0iL0GthcW+v6lSenpyv7pJM6De0THfUM+IWaBvxBPQP+oJ7jMADvii1cGQzCbea3zQQPBt/jxo2L8ujig88BOAAgsVgblT3Ll+vQqlVqa24+6ncDJ0zQ4CuucItlVr/+ug49+WR7WG6zwEd8/OMqvOCCLtujNJaV6cj27UovKlLmqFFHna7hwAFVrV+vyrVrVfPOO4HQ/d3e5KM+/WkNuvjiPj1uAAAAAICnATh6z+cA3B7Kdlx2fKx4C8Q36hnhCIbVWaNHux7jFoyn5ee/77FTs3GjdvziF6rfudP9bAtujpk3T2kFBS4gr9282fUjb6mtdVuQBebDrrlGaYWF2vvII+1BelDGiBFqbWhws9ItBD/5O99RxtCh/XT0sY96BvxCTQP+oJ4Bf1DP3SMATzA+B+D0OwL8QT2jr7Q2N+vgE09o36OPuh7iFlhba5TWurqjT5icrIzhw12obT3Fj/1d9oknKm/yZOVPmaIBQ4a4Pzg333OPDr/2mmuFMvGOO1h8813UM+AXahrwB/UM+IN67l7qcX4PAADgjeTUVA350IdUeOGF2vHAA66VSVtTkzLHjlXRhRe6WeE249tan1g/77aWFh188kntWbrUfT/48ss15Mor37eYps2yGP3Zz+qtO+5Qzdtv6+CKFe60AAAAAIDoIgAHAAAJxxbBLPnKV1TxwgtKSklR/vTpnc7Ytt8NnjXLLZ5pvb6PDb47soU4bYHNXb/6lXb/7ncaOH6860UOAAAAAIge5sTDK9nZ2dEeAoAIoZ7R12zWtgXbBWeffdx2JakDB3YbfgcVz5rlwnSbLb71Rz9yvcFBPQO+oaYBf1DPgD+o564RgMMb1uNo0KBB9DoCPEA9I55D9TE33ugW1rTFOatfe02JjnoG/EJNA/6gngF/UM/d41aBVw3/D9liZa2t0R4KgF6inhHPUjIzlT9tmvu+6pVXlOioZ8Av1DTgD+oZ8Af13D0CcHilpqYm2kMAECHUM+JZ7qRJ7mv1q6+qra1NiY56BvxCTQP+oJ4Bf1DPXSMABwAAiLCck05SUnq6msrLVb9rV7SHAwAAAAAJiwAcAAAgwpLT05Vzyinue9qgAAAAAED0EIDDq4XH8vPz3VcA8Y16hg/yzjjDfa3esEGJjHoG/EJNA/6gngF/UM/dIwCHNyh2wB/UM3zqA16zcaOaqquVqKhnwC/UNOAP6hnwB/XcPQJweMNWut2/fz8r3gIeoJ7hgwHFxcoaN05qa1PlmjVKVNQz4BdqGvAH9Qz4g3ruHgE4vFJXVxftIQCIEOoZPsg/6yz3tfKll5TIqGfAL9Q04A/qGfAH9dw1AnAAAIA+UvBuAH74rbfUVFUV7eEAAAAAQMIhAAcAAOgjAwYPVlZJScK3QQEAAACAaEmN2jUDEWaN/ouKimj4D3iAeoZvs8CPlJbqwGOPqejCC5Wcnh72Zdjs8cNvvqnaLVuklhYlpae7y0nNyVHh+ecrdeBAxSrqGfALNQ34g3oG/EE9dy+pra2tTZ6qqqpSYWGhWlpaoj2UmFFdXa28vDx32+Tm5kZ7OAAAeK+lrk5v3nabmioqNORDH9KIj3+8y9Me2bZNVevWucC7rbXVLaRZu3Wr26cuFrSxEHz4nDkquvjimPmDt7WpSW0tLUrJyIj2UAAAAAAkOK9ngJeXl8vjfB/HsJVu9+7dq2HDhik5me4+QDyjnuGTlMxMjfrsZ1X6ve9p/+OPu2A7ecAAlT//vJrKy5WUlqb0wkKlZGWpdvPmLi8nc8wYZZ90kguVWxsb3Vbz1luq37NHO372M7U1N6t41iz1t4aDB7X34Ydd0G8BvwX9O//v/9zfYBNvu00Zo0dTz4BHeI0G/EE9A/6gnj0LwLdt2xbyaRcvXqyCgoI+HQ9iS1NTU7SHACBCqGf4JH/KFNeqxELvA48/ftTvbKa0hdhOcrLyp05VxsiRsrncDQcOuBneNrs7c8SI912uhd57f/977Xv0Ue367W+VNX68a4diYbqdryt2fRUvv6y8KVOUNXp0j47JZqkf+OtfdeCJJ9T2br26meodbL7nHk382teoZ8Az1DTgD+oZ8Af1HMcBuLXsuOuuu7RkyRJVVlaGff78/Pw+GRcAAEA4xsyb5wLnqvXr1XLkiArOPlvZJ57o2oVY0G2zwXNOPdW1PQlVUmqqhs2erbpdu1z4/M43vhH4RXKycs84Q0M/8hFln3CC+/2On/9c6UVFSsvP18EVKwLh+cMPu+vMmzzZjSVz9GgldTJjxM04b2py4XrjoUPa/9hjOvT3v7cH3zmnnKL0wYNV/uyzss/eDf3Qh1T1yiuq275dmxctUubcuVIPg3YAAAAA8LoH+MSJE1VaWtrjViY2A7ysrCzi44pXPvcAt4977NixQ6NHj+bjHkCco56B8DTX1Ojtb3xDjQcOuJYqwWDavi/58pe169e/VsP+/Uedx2aZ1+/eLXX4Gys5M1NZY8YoOSNDyWlpbqHNxvJy15rFLjM1L89dly3EabJKSjT0ox91Abr1H2+qrHTBevqgQW6G+MZvfUsN+/ZJKSka+alPafCMGf18ywCINF6jAX9Qz4A/qOc4DsDvuece3XbbbVqwYIGuu+46lZSUuPA2FBbwWguUhQsXEoAnSABuD+X6+nplZGTEzCJgAHqGegbC11Jf78Jp6yduobO1RKl+5ZX239vs74Lzz3ftTwrOOksF55yjxoMHVfHii6p55x3VbNyo1vr6kK7LZnwPueoq97W7Gm2urdX2xYvdrHdjC4Ban3AA8YvXaMAf1DPgD+o5jgPwadOm6Y477tC1117bo/NbyFtYWKiWd2cpwe8AHAAAvKe1oUGb7r7bzd5OSknRCf/xHxpYUtLl6W1xzrodO1xAbu1ObMa3tT6x2eA5J5+stIIC1e/a5X7OHDky5HHYn5r7fv9716vcuJngl10WkWMEAAAAgLgOwCdMmKDNmzf3+PwW8k6dOrVXl+EbnwNw+7jHzp07NWrUKD7uAcQ56hmIjObDh13wbP3A8yZNimo9p65erf1//KPbV3TRRRr5z/+slMzMqIwJQM/xGg34g3oG/EE9x/EimFOmTOnV+S3oJfxOLDH8fg6AMFHPQO+l5uRo1Kc/HRP1PPTqq90Cm/v+8AeVPfOMDr/5pkr+9V+VNXZstIcHIEy8RgP+oJ4Bf1DPXYvptwSsfQkAAADin/UiHH7NNTrha19T+uDBajx0SO9885sqf+EF/lgHAAAAkJgBuLUv2bBhQ68uY9u2bREbDwAAAHon+8QTdfI3v+nasrQ1Nmrb//6v3vra13Rw5Uq1sW4LAAAAgETqAW4uu+wyLV++vEf9qlkEM7F6gNtDuampSWlpaax4C8Q56hnwv55t0c09Dz+sA48/7hbcNLmTJmncF7+o5PR0NVdXKy0/P4ojB9AZXqMBf1DPgD+o5zgPwCsrKzVv3jx9/OMf1zXXXBPWebdu3arx48e7RvDwPwA3dl/T7B/wA/UMJEY9N9fWqvzZZ7V76VIXhA8YOlQttbVuAc/CCy7Q6M99zgXiAGIHr9GAP6hnwB/Uc5wG4MH2J2VlZVq8eLHWr1/vFsacPn26SkpKuj1veXm5li1bpjVr1rjzw/8A3Ap9x44dGj16NAUPxDnqGUi8eq7ZuFFbvvc9tdTUHLU/a9w4lfzbvymdtWGAmMBrNOAP6hnwB/XcvVTFsEsvvdQFtUGW1ZeWlrqWKKHK56OzAAAAMS/7hBN04n/+pypfekkDJ0xQW3Oztt53n45s3aqN3/ymJt5+uwYMGRLtYQIAAACIMzEdgFv/bmuBYo4347szFpYDAAAgPmQMGaKhV13V/vNJd96pzffco4Z9+7Tx29/W6OuvV87JJ7v+4XXbt6u2tNQF5NYv3CSlpio1N1ep2dlKSk5WSna2Bl18sfu5Izu/kpLojwgAAAAkgJgOwC30tn9MNm3a1KPz20zx+fPnR3xcAAAA6HsDBg/WCV/7mjYtXKj6Xbu05d57lZSW5maHK8QufhUvvqiJd9yh1IED3c+Va9dq5//9n+srPuozn1Hu6af38VEAAAAAiKaY7gE+d+5cFRUV6b777uvR+a19is0ib2lpifjY4pXPPcANDf8Bf1DPgD96W8+2IOae5ctVtW6dmt79dGBaQYHrD55VUqIBgwa5Gd2tTU1qrqpyC2taQF7+j3+4n7PGj1fheefp8FtvqWrNmqMuu/DCCzX6s59tX2iztaHBtd2zn20WOYD34zUa8Af1DPiDeo7TAPzhhx92X6+99tpehehLly5VPJk1a5bmzJmjefPmdTmz3RYFXbFiRdiX7XMAbg/lpqYmpaWl8ZFmIM5Rz4A/IlnPdlkNe/cqJStLaSGs81K3c6c2fuc7Ry+smZSkIVdeqdbGRh1cudIF5dknnqgx8+dr36OPquzpp9tnl2eMGOFmiGeOHu1mnlsobu1U7LrTi4t5fkJC4jUa8Af1DPiDeo7jADxRTZ06VevWrXMtYG677TZNmzbNLeZp++666y73ddmyZZo9e3bYl+1zAM6Kt4A/qGfAH9Gu5yPbtmnXb37j+oFnDB2qgrPPVtbYse53h998U1u+/3211tWFfbkD7LLOOsuF5wOGDVN6UVFYM8atjUv5Sy+52esDJ05ktjniRrRrGkDkUM+AP6jnOO4BnuhsEc/Oepjb7O+ehN8AAACJxsJu6yPemZxTTnG/s4U2rVWKBdljrr9emWPGqLW+XjXvvKPq119XU1mZWpub3b7mmho1VVS4hTltxniQzQgfdu21Kjz33KPC7LaWFtXt2KGajRvd4pv5U6e6/dvuu0+1mze3nzfvzDOVmpPjFvG0ti5ZY8ZIyclugc+UjAwlDxjQ57cVAAAA4COvZ4DbLGebPd3TRTSjOQPcxr1mzRoXgldWVmrKlClun80It5nhPcUMcADxgHoG/BEP9dxYUaHajRuVN3lyey/w7rTU1alq/Xq3oGb97t1q2L8/sDDnu21T8qZMcW1TDr/2mirXrFHLkSNHnd8t5NnUpOTMTNduxYL1Y9k47M90d7oBAzT6c59T4fnnR/CoAX9rGkBoqGfAH9RzAs8ALy8vdwFyvLGFO22WN8JHnyPAH9Qz4I9Yr+f0ggKln312yKdPycx0i2raFlw488Df/qb9f/6zC8Rt68iC7uyJE91scGu7YqH2wAkTNPYLX1Babq4q161zs8QtKG88dMjNDO8Ymtvlb/vJT1SzaZOGXnWV0gsLI3j0gH81DSB01DPgD+o5RmeAP/nkk24289h3+zB29vueslnTDz30kFauXKmysjLF2yKYPVngMtFngAMAAESTtUexmeGH33jDLcBpIXfBOee4PuHBtihNVVUu7M45+WQlpXY+F8VapdTv3avktDS34Oa+P/1J+/7wh/bfpw8apLR3Q3Brj2ItUwaOH6+c005TcheXCQAAACSqqAXgl19+uQun7d0Jm6ndWRhrM6EtqO0NWzySADwxAnB7KNfX1ysjI4N3vYA4Rz0D/qCeI6PqlVe09+GH3aKe1jalM5mjRmncl76kjGHD+n18SBzUNOAP6hnwB/XcvahNEVm9erW7c4wF4ddcc02nAbjN5LYQ2763r6Gy88Vj+xP0nD2e9u/f7/odUexAfKOeAX9Qz5Fhi2TaZv3Ha0tL21uk2OKdtVu2qGrDBjfr/O2vf13Fl1/uQnJruWLnybbZ5tz2iBBqGvAH9Qz4g3qO0QD87rvv1u233+5mO3cWfhtrj2J3Wk8XsbRg/brrrlM8sxDfjmPLli0aP3685s6dG9YbAQAAAPCH9R/PPfXUo/YVz5yppspKbf3f/1XNW29p/6OPtv/uwGOPacCQIRp8+eUaNGNGeysWAAAAIFFELQCfN2+e27pjAbiFvj01ffp0VVRUKF6Db1sI094gCIbey5cv19SpU7Vw4ULNnj07pMtpaGhwW8cWKMHVYW0LshViO/5s7M0H2/pqv12nvUN1bBeenu4PHlPwenw4ps72c0wcUyIcU/D7YG37cEyRHjvHxDHF0zF1fH325Zj6Yn9vxp6Sm6vxCxbo0KpVqtu2TSlZWW62eOXq1WrYv187f/lLlT33nEZ+9rPKGD7c9R8PjiNWj8nH+8mHY+rpa3QsH1NP93NMHJMPxxTKa3S8HVMo+zkmjsm3Y7Lr6fi9D8cUyv0UqpheJWf+/Pm9Or/1uj5eyB6LrCe6hd0WdHdkofeUKVPcmwILFix43+87c9ddd+nOO+983/6dO3cqJyfHfZ+dna1Bgwa5662pqWk/jYXuth08eFB1dXXt+4uKitx59+7dq6ampvb9Q4YMUWZmprvsjg/W4cOHKzU1VTt27DhqDPaxjObmZu3Zs6d9nz14x4wZ4/oW2Uc3gtLS0jRixAg3vo493e367Hqtp7m92WEBf/DYfDgma+UT5Mv9xDFxTKEck/3e9tn59+3b58Ux+Xg/cUwcU6jHFHx9tuv05Zhi9n6aNEljL7/cHY9teR/4gBrWr1fdqlU6Ulqqjf/xH8ELVsrIkSo491wNv+QSldXWxu4x+Xg/xfEx2fntuGx8HScbxfMx+Xg/cUwcUyjHtGvXrqNeo304Jh/vJ46JYwrlmOy6gxNgE+l+ivlFMNG1devWuaC7K7fddpsWLVrk2qLYLPlwZ4CPGjXK/bHacRFMn9714pg4Jo6JY+KYOCaOiWPimI7e31herj2/+Y0q16593yKaSWlpKjjvPNcmJWPEiLg5Jh/vJ46JY+KYOCaOiWPimDgmjqkt5GNKuAB869atbsa4HbwdUkFBge644w5NmjRJvrGe4NYaZebMmVqxYkVY57UA3GbG2zsqHQNwH9j9bu8G2btD4RQBgNhDPQP+oJ5jS2tzs9oaG9VcU+PC8PLnnlNdh1k8uWecocFXXqmcU07h/kKnqGnAH9Qz4A/qOUEC8M7YIpuXXXaZLr300oiEzh2n4PeWzdzubpZ3d2wcFvCbcO8+nwNwezfIPoZhH72wd4cAxC/qGfAH9Rzb7G/J2k2btP/xx1XVYXZ4elGRUvPylDpwoPKmTNGgiy92fcMBahrwB/UM+IN67p7Xf8XajPCbbropIgH4nDlzIhqAW/i91v7J6IGOPW5ssczjtUEBAAAAOmMzhLJPOMFttljmgSeeUNnTT6uxrMxtpvq113Tg8ceVf845boHN+j17XCg+4uMfV3JaWrQPAQAAAEjMANxmOtsMcGuSHgkdF3jpKxawL1myxIXj1t4kFATgAAAAiIQBQ4Zo1Kc/rWHXXuvaorTU1alh717tf+wxNRw4oP2PPtp+2oN/+5tbVHPcl76k9MLCqI4bAAAAiPsAfNu2bVq4cKHWrFlz3FnYFnh3PM3ixYsVLyz8tgUubYZ3qIF7If9wHMVWjQXgB+oZ8Af1HF+s7UnOySe3/zxoxgwdXLlS9bt3K2vsWKUMHKhdv/qVajdv1htf/aprl5KWl+e21Px8DRg0yM0QHzB4cFSPA32Hmgb8QT0D/qCe4zgAX79+vaZNmxZ2v2sLkW0RzBtuuEHx5nizvzsG/Mz+fo/1OBoyZEi0hwEgAqhnwB/Uc/xLycjQ0A9/+Kh92RMnqvSHP1Td9u1ulrhtHe36zW+UOXasis4/X0UXXaSUrCy1NTerZtMm67ui7AkT6Ckep6hpwB/UM+AP6jnOF8G08HvdunWaPXu2pk+f3h742sxu6/F97Oxv66ttbUEWLVqkSZMmKZ7YQps29nnz5nV7uuXLl7ue5BaUr1ixIqzr8HkRTHso23HZ8bHiLRDfqGfAH9Szv9paW13f8KbKSjVVVam5qsp9f2TrVh1+6y1bjcmdLnnAAGWffLJqN25Uy5EjgX2Zmco97TQNvvxyZZ94YpSPBOGgpgF/UM+AP6jn7sX0tItVq1a52c5btmzRuHHjjvqdBcWzZs16X4h74403uq/W/9tOc8011yheWKBtx3S8ADzY1iWe2rv0V7Hb48UeExQ7EN+oZ8Af1LO/kpKTlTFsmNuO1VRdrcqXX25vnVK9YYPbn2p/u7e1qfnwYVWuXu22/GnTNGz2bGUMH85jJA5Q04A/qGfAH9RzHAfg1hPbQt5jw+9gixMLuLua5X333XfrpptucgtKjh07VvHCeoDb7O5ly5Z1OfvbZopbT3TanwAAACAWpeXmqnjmTNc//PCbb+rIli1upvfAiRPd722W+KG//11lTz+tSlvnZ80apeblaeD48co/6ywVnnOOklJSon0YAAAA8ECyYpgtBDljxoxOf2fhrwXB3fnJT37iguJ4EpwFbpu1funI2rrYDHd7U2DBggVRGyMAAAAQCpuBlHvqqRp61VUuALdZ47ZZ0D3m+ut18re/rdwzz7TGla6FStW6ddr+k5/ozQULXEBufcO7ar/SUl8f0his7UpLXV2EjwwAAADxIqZngNss765YAG5tTm699dZuL8P6gscba4FiQbjNBu8Ygts+63HOzO+uZWdnR3sIACKEegb8QT2jK5mjRmnCrbeqtaFBR7Zv1+E33tDBFSvUcOCAdvz0p9r/l79o+Ny5yjvzTNXv3esW3ax+7TVVv/66WmpqlFVSorzJk10gfvj111W3c6c77YhPfEJp+fk6uGqV9jz0kFtwc9y//IvrO47eo6YBf1DPgD+o5zhdBPPmm2/Wfffd1+XvCwsLtX79eo0ZM6bL01x++eV64okn+miE8cfnRTABAAAQ/2xm96GnntL+P/3J9QrvCVt403qKW6uV93Yma+Q//7MKpk93fcltVnju6ae70wIAAMBfMT0DvKysrNvfW69s215++WWvZoCjZ1pbW939bW+MJCfHdHcfAMdBPQP+oJ4RrpSMDA254goNuvhiNwP8wOOPq7WxUSkDBypz5EjXSiX3jDOUPmhQYDb4q6+6fuE5p56qAcXF2vPww6rdtMmF3xZuD7/uOteDvPz557Xrl790W1BaYaFGzJ2rgnPPda1ZcHzUNOAP6hnwB/UcxzPAV61apa1bt+qGG25w31sPbFvY8uqrr3a/t9nfU6dO1dy5c/Xggw++7/z33nuvVqxYwQzwBJkBbsW+Y8cOjR49mmIH4hz1DPiDekZv2Uxta5Fii2RaT/HjsXYo5f/4h2o3b9aQK6/UgMGDZf/yHHjsMe1Ztsz93vZZqN5UUeHOk/VuT3JryYLuUdOAP6hnwB/UcxzPALcFMC3ctp7XFnyXlpZqzZo17QH45MmTde2112rZsmWuV/b8+fPdeewdD9u3ZMkSt2AkAAAAgPiUkpnptlDZTO6iCy5wW/u+pCQN+dCHNGjGDDdbPDktzQXgB/76V+3705/cDPG3/+M/NOzqq93p7DQAAADwQ0wH4Gbp0qUu/N6yZYv72WZ8d2RB9/jx47V582YtWLDgqN+NGzfOBegAAAAAYO1VgpLT0zX0qqtUeOGF2vnzn6tq/Xo3Q9xaqLjQPSvLtVnJGDpUGSNGqPD885XK4lIAAABxJ6ZboBzL2qFYqN0Z6wX+8MMPt/+cn5/vZoWPHTu2H0cY+3xugWIPZTuuvBA/HgsgdlHPgD+oZ8TL49Tapuz69a/VUlPT6WksEB985ZUafPnlRwXpiYaaBvxBPQP+oJ49CsCPx+5oa5FirBUKEisABwAAAHqjrblZTYcPq+XIEbXU1qrhwAE17N+vyrVrVb9zpztNUlqamxU+4N0t+H3W2LFuVjkAAABii1cBOBI7ALeG/wcPHlRxcTEN/4E4Rz0D/qCe4QNbOLPixRe19+GHXSjemZTsbBVddJEKzj5bR0pLVfHyy+601jrFFuNMHThQPqCmAX9Qz4A/qOc47wEOhKOuri7aQwAQIdQz4A/qGfHOFtYsPO88FZxzTmBW+L59bqt/92vdrl1qrqrSgccec1tH+x99VIdWrlTRBz6g9KIiF5RbGJ4ycKD7an3GO84cr9m4UZUvv6yMkSPd9cViuxVqGvAH9Qz4g3r2MAB/5JFHdM0110R7GAAAAAASKAh3i2IOHfq+GeLVr7yig6tWqfr115U1ZowKzjpLaYWF2vfoo6rftUsHHn+888tMT1fOyScr+6ST3EKctRs3tv9u129+4y4nNSdHrc3NSk5NdUF6xrBhfX6sAAAAvojbANwWvWxpaYn2MAAAAAAkOAvG8yZPdtuxrCVK5erVOvzmm2qurXW9xW1rrqlR8+HDaq2vd+G5be6yUlOVP22ajmzb5maXlz3zzFGXt/+vf9XgmTM19Oqr39dWpaW+Xs3V1RoweHAfHzEAAED8iNse4NbPZuvWrRozZky0hxJXfO4Bbg/lmpoaZWdns+ItEOeoZ8Af1DPQfX3Y7PCqV15RzTvvKHPECBVffrnSCwoCtfP2225WuNraXDBet2OHql991Z3XWqkMueIKFc+apeQBA1T29NPas2yZC9WHfvSjGnbNNS6Y74sxU9OAH6hnwB/UcwwG4LfffrsLr4+npKREd911V5cB+Pjx4zVlypRuL2PhwoUaO3Zsj8fqG58DcAAAAMB3FoDv+u1vVb97t/s5JStLaUVFqt+586jT5Zx2mkZcd50Ov/GGKlavVsuRI8o94wzlT5mi7BNPVFJKSkjXF/x3kX+mAQBAvIpKAG7h6w033KCHH374qD+mgkOxUPu6667TzJkzNbmTjxEGA/Du/gizy1q0aJFuvfXWPjmGeOVzAG4r3u7du1fDhg1jxVsgzlHPgD+oZyDy2lpaVP7CC66/eMPevW5fcmamhllblJwc7fz5z9Xa2Njl+W0BzrxJk5Q3daprl1K/Z4+biW6zx2X/ZyUnu3Ytdtn1e/e62edFF16o4hkzlFZcTE0DnuA1GvAH9RzDLVBKS0t10003aeXKle7nxYsXa+7cuS6gPZ7u7syCggKtWrVKkyZNiuh4feB7AL5jxw6NHj2aYgfiHPUM+IN6BvqOLb5p/cXrdu1S8cyZSnv3/6i6nTtV+sMfuh7itrimW0jT/gdYv17VGzYEgu6eSEpys8h19tkqOf98ahqIc7xGA/6gnmN4EUxrcZKfn+9mei9btiyk4Luj+fPn6+677z5q3+rVq93M76VLlxKAAwAAAPCWzdS2RTZt6yhz1Cid8p3vqKWh4aiFMgumT3ehee2mTapcu9YF4haGZ4wY4fqPp73be9x6jltf8YyhQzVg2DA1HjiggytXuvYrbrHOV17RlhdfdD3I0wsLlZyR4cLxprIyNRw65E7vZpXv2aPGQ4fcjPPU3Fw3Oz0lM9NdtrVuKbrgAmUMHx6FWw4AACSSqM4AtzYn06dP71GbEns3w2aQd9Xf22aSX3755br++usjMFJ/MAMcQDygngF/UM+AP6wdirVdKf/HP6y4e3151rZlwi23uJ7kx7IWLnY9bc3NGnTppX2yoCeQ6HiNBvxBPcdoAP7II4/ob3/7m37yk5/06PwpKSlqaWnp9jQTJ07Upk2bejhCP/kcgNtDub6+XhkZGSzSA8Q56hnwB/UM+FfT1Tt2qOKJJ1Tz5ptqqatTS329mzWeVlio9KIiDSgudjO7bUsvLnansZnmzdXVaq2vd6c//Prrqt28WUnp6Rr/r/8aaK0iud7jh556Sgf++lc1V1W5fYM/+EGN+MQn3vccYmOxxT2bKivV1tTkZrdbMJ8xcqRSbFY6gG7xGg34g3qO0QDcwum1a9f2OIQNJQC3/uKXXXaZrrnmmh6O0j8+B+AAAAAA+l+wbUo4s7RbGxpU+oMfuLYqSSkpyjn1VDfD3Fqm2GUZa8nSVFHhvh8+Z46GXnWVC88P/u1vKn/+eTWWlbnLOZb1Oy/50pc6nVkOAAAST1TmxD/wwAO69tprexXAhpLbz5o1SytWrOjxdSD+Pu6xfft29xVAfKOeAX9Qz4D/NW0zzcJtUWJ9wEu+8hXln3WW2lpaXBDeePCgC7+tJ/mY+fN12n//t5v5bfYsW6btP/2p3rj1Vve99RcPht/WY9zCcpt9npKd7WaOb/zOd7T/8cdD+r8RSFS8RgP+oJ5jcBFMW/Dytttu69VlhHKHTpkyRbfffnuvrgfxhT9wAX9Qz4A/qGfAL5Gq6eTUVI374hdVMXWqa5Niwbe1TUnrMFHKFtpsqalxvcfL/v53t8/aqgz72Mc08IQTAotwpqe3n95miO/42c9U8cIL2v3b36rsmWfcAp2tR46432dNmKCcE09U9kknacDQoUpOS+vR2G281p/cFvYE4hmv0YA/qOcYC8Bt8cqSkpI+v57CwkKVl5f3+fUAAAAAAMJnM8cLzzuv29MMmz3b9feuWrdOxbNmqejii1143hnr/T325puVfcIJ2vXrX6t+166jfm9tUypfeumodilu5vjAge4yk1JTlZafr5xTTlH2yScrdeDAo87fsH+/9j/2mMqefdb1Hc8qKVHumWcqf8oUZY0d26vbAgAAeBaAWzjdHyorK/vlegAAAAAAkWctVkZcd53bQj198cyZyjn9dNVt366UzEy3tTY1qeadd1Tz9tuq3bLFLchp7VKCi212dNBaaSYlKXPUKDfLOzkjw834tlYtwR7l5khpqdv2/f73KrroIo381KdYgBMAgBgTlUUwLfx+8sknNWnSpD69nvXr12vmzJkqKyvr0+uJJz4vgmkP5aamJqWlpbHiLRDnqGfAH9Qz4BdfatqOw1qr2IxwW3jTWqdYwG2zum0xzuo33lDDnj2dnjf3jDM05CMfUcbQoS4Qr1q/XpVr17pg3NqqWFsXm1V++K23dPiNN9x12Ax2tbRIKSnKGj1aAydO1MAJE5SWl9dlixXrkx5ub3UgEesZAPUckzPArf3JmjVr+jwAX7lyZb+0WkFssAJPtY8tUuhA3KOeAX9Qz4BffKlpdxw5OW7rqnVJY3m5jmzbpta6OrU0NKitsdG1RckaM6b9NDbr2zYLu7fdd58a9u3T29/4RmCWeBdzzQ6/9lr799bz3Gaq555+ulKzs1W1YYNr9VK3Y4dSsrKUNW6c2+z3dt3xfrsjtvhSzwCo55icAT537lw3A/mJJ57o0+u57LLLVFBQoIceeqhPryee+DwD3BZG3bFjh0aPHq1kZkoAcY16BvxBPQN+oaa71nz4sLb/9KeqstngFm6PGKHc005T5ujRSkpJkZKT1drQ4Nqv1G7erPrdu7sMyTuTc9ppGvHxjx8VwAO9QT0D/qCeY3AGuAXg1113nbZv364xffTivXXrVq1atUrLli3rk8sHAAAAACDIZpOX/Ou/qn7PHrd4pi2m2ZlBF1/svjbX1urwm2+6GeHVr72m5poaN9M7b8oUF5w3VVbqyNatqtm0SRUvvKDDr7+ut7/+dRWce67SCwtdmG6tW2yGePGllwZC9i6C+cp169Rw4IBbcDRzxIg+vR0AAIg1UZkBbuzdCAvCH3zwwT6b/W0BeIv1WUM7ZoADiAfUM+AP6hnwCzUdHRZe71m6VBUvvdTp7y0EH33DDa6/uLHwvHLNGrdZexZZD3KTnOwC+GHXXKOUgQNVvWGDyp57TrUbNyqtqEgZw4a5tizWs7x+1y43S91awdjs88EzZyr7lFM6/Xh9U3W1Djz+uGsZM/Sqq5Rz8sl9e4MgIqhnwB/UcwzOADdf/epXde+997qZ4FdffXVEL/v+++93/b9vu+22iF4uAAAAAAD9bcDgwRr3L/+iwR/8oMpfeMGF0MkZGa6FysGVK91M8Xf+4z9U9IEPqG7XLtVu2nRUe5XMMWOUlpvrZpofevJJlf/jH0pKTXULgXacKV63bVun11+1Zo3bLBwvvOACt9jngOJi16f84KpVOrRypVobG91pbaa6nWbEP/2Tu04AABJ2Brix/tw2I9nC6ksuuSQil/nII49o9uzZ7rKtDYpvs5x7y+cZ4MF3vHinC/AD9Qz4g3oG/EJNxxab7b3jF79o7z0eNHDCBOVPm+a2AUOGuH02G3z3737nAnNjbVoKzjtP+VOnugDc2rfYpqQkZY4cqYyRI5WaleVmiZc/95xru9IVm4Vup7fTWfiekp2tvDPPVFNVlZoqKtzlW2CeVlDgrtdC9CIL0wcP7vIyW5uaVLd9u+r37VNrfb1r+WJjOGpragosJnrSSRo4caKS09MjdtsmAuoZ8Af1HKMBuAXf1qrE3r1esmSJrr/++l5dns0oD876tt7f11xzTYRG6g+fA3B7KDc1NSktLY1Vb4E4Rz0D/qCeAb9Q07F7v1S+/LKqNmxwQbSF3tYnvNPTtra63uMWclurkqQQw5KWI0dU9vzzrl1Kw8GDajxwwIXaWePHa9jHPqbcM890jwlb4HPHz3+uuh07jn+hSUnKmzxZxTNnasCwYWrYv99tFsIf2bLFtVRpa24O+XawWe022z05NdXdJtb6JTU/X0M/8hENLCk56rR2Gxx44gklpaVp4Lhxyho7Vpljx7r+7cfeXlXr1unAX/+qut27XQ91W9jUridj6FAlZ2YqxbasLPf12NvTzn+ktNRdn7WSOXYc0UQ9A/6gnmM4ADeLFi3S7bff7u6c8ePHa/HixWHPBn/yySc1f/58lZaWujvcLvPWW2/tszHHM58DcPodAf6gngF/UM+AX6hpdGThtIXO79vf0qLy5593s9PdjO+CArdIqIXots9mhFe//rpbAPR47HwWOFu4bG1fkgcMaN9SBgxwfc0tKK956y13uV2xme7D58xRW2Ojdj/4oKrWr+/0dDYz3d5EsM3C7IMrVrhQPhQ2vuDMeZuVbn3U7U2J5urqwAlSUjRi7lwNvuKKmAio+rqeLZ+xNzOqX3lF1a++6nrZj/7c59xirwAii9fnGA/Ajw3BTX5+vmbOnOn6g5eUlLifC99997q8vFyVlZUu7H7ooYfcLHL7OXgYhN/dIwAHEA+oZ8Af1DPgF2oakWThqPUwL3v2WRempw8e7FqiZAwZosxx45Q9YYLbF0pYbJmABdXWMsVJTnbns4VALYw3Ntvbwnm3KKgtCHrJJUofNMjN0La2MI2HDnV62bZg6KAZM5Q/ZYrq9+51s9stdLfA3UL9lro6tTU1dTk2myVuC4za9Zi8KVM0Zt689802j7d6tpY09saD9Za3NzSaq6oCb05kZCglI8MtjtpUVnbUeew+GP/v/67c006L4JEA4PU5DgJwY0H2nDlzXDAb7juhdggWktvil9dee22fjdEHBOAA4gH1DPiDegb8Qk2jL1ibEBNqO5ZwWVi967e/dWFtMIAe8fGPu1C6I2vpYqe1MLx261Y3c7vgnHNUdOGFLtDtji0Caq1h6nbudDO/Ldy3me92XdknnqiklBQdWrVKu37zm0DYP2iQxn3xi65XezzUc3NtrXtzwdrA2PHZYqvWpsa9odANC7ytP7u1yLE2MNZOxvZNuOUW5Zx66lGntcuy2wlA+Hh9jpMA/NjZ4OFYsGCB7rjjDhfsIrED8J07d2rUqFEUOxDnqGfAH9Qz4BdqGvHKog8LwG2RzGiGzhawl/7wh66Hus1CH3rVVRr20Y922komVurZ2sVs/fGPO10ENb242LU0sc3avtgbATYj3hYttaA72xYmtVY1dn3NzSr9n/9R9YYNSkpP14Rbb1XGiBFuln7lSy+5RVqtt/qY6693PdkBhI7X5zgLwIOWL1+upUuXat26da7dSUfWFmXKlCmuRYq1SiH4Dp3PATgAAAAAALHO2qbs+MUvVPHCC+7nrJISjb3ppvfNSI8F5S++qG0/+YnU0qK0oiJl2eKfI0e6xUBt3AOGDAnrU/ytTU2BEPyVV1zo72aQHxtL2RsDH/6whn7sY0pOS4v8QQFIODEbgHfGQlvC7t7xOQB3C2zU1ysjIyMmFhQB0HPUM+AP6hnwCzUNRDZc3vnzn7tA3GZEj/n851V4/vkxU8+H/v537fjZz1xAbYuIjr3xxojMVLdZ4qXf/77rHW5swdGCs89WzimnaN+f/6zKl192+212+Jgbb9TA8eN7fZ2A73h99igAR+/5HIDT7wjwB/UM+IN6BvxCTQOR1Vheru1LlujwG2+4n0d84hMacsUVnfbgtlDLWriEG0Jbb/OqV191C0+mdZhU2Fk92wztpqoqVbz4ovY89JDbN+jSSzXqM5+JaI92u56qDRvcjHJb+LSjitWrtfMXv3A92K0nuC0YWnjeeRG7bsBHvD53r/+bTAEAAAAAAEDphYWasGCBdv/udzrw179q929/q6bKSrdIp6l+9VXt//OfVfP22++dKTlZKVlZyjvzTDdj3BaT7Cycbqmv14EnntD+v/xFrXV1LjwvvuwyDbnySqXm5AROU16ufevWuT7fjYcOqaWm5qjLGHzFFRrxT/8U8Rml1tqkYPr0Tn9n+23hzO0/+5mq1qzRtvvuc28UDPnQh5jZioRbINieE2xR3WGzZ2tgSUm0hxS3mAGeYJgBDiAeUM+AP6hnwC/UNNA3LJqxoDo46zpvyhQ1Hjyoup07j3vetPx85Z99tgYUFytl4EAXjjdZsP3HP7ow3aRkZ7eH28kZGS44P7J9u45s3vy+y7MZ5mkFBSqeOdMF4NEKnV349+4bA2bQjBka9elPR3QmOhDLzwm7fvMbHXziicCOpCRXk8Nnz3Y1fuynPMr+8Q/tf/ZZnXzHHUobODA6g45hBOAJxvcAfO/evRo2bBh/jANxjnoG/EE9A36hpoG+VfbMM9r+059asbWH1YMuuUSDL79cqbm5rn92a0ODC8fLX3hBFS+99L5Z2x2lFxdr+Jw5rse2LTy55+GHVbd9+3snSEpyM8gtELd2JBamW1geSzOt9z/+uAvCrRe5vTEw9uablZKREe1hAX3K3hDb/eCD7vuc007T4ddfd9+n5uVp5Cc/qfzp011Nlz33nKrXrw8sKCtp1PXXq/jii6M69lhEAJ5gfA7AAQAAAACId9Ybe9+f/uRanNis59RuZnO2Nje7EMwWlGyuqXELarbU1rrZ00UXXOD6d1u7kSCLgKrWrlXlmjXKHDNGBeeco/SCAsU6C/q3LV6stqYmN+7x//ZvSh80KNrDAvqEhdrbFy8+al2A6jfecL3xG/btc/utpZG9IRaUOXasq/mCc89VGnnf+xCAJxifA3B7KNfU1Cg7xt6tBhA+6hnwB/UM+IWaBvwRb/Vcs3GjSr//fdfuwWbDl/zrvyr7hBOiPSwgoqzv/+b//m+ppcW1IBr5iU8ctXisrQlgb5DZm0E2G9w+vWHBd8bIkXFVz/2NADzB+ByA048Q8Af1DPiDegb8Qk0D/ojHem44dEil3/ue6nbscL3KR3/+8yq68MJoDwvoEfukRktdnVuk1r42HDjgFn21Nkc2k3vsTTd12vPeFoVtLCtzi2ImpaTEbT33p9R+vTYAAAAAAACgBwYMGqQTvv511w6las0abV+yRGXPPuv6pOdPm3ZUuxcgVtmnGLbed58Ov/Zap7+3vvxj5s3rcsHX9MJCtyF0BOAAAAAAAACIC7YAZsmXvqS9v/+99v3xj6p56y23pebkqPDCC1U8a5YLyoFY1HDwoDbfc48a9u5t32ezuFOyspScmamB48Zp9PXXKzmVyDaSuDXhlczMzGgPAUCEUM+AP6hnwC/UNOCPeK1nmxk7/NprNejii3Xo6adV9ve/q6miQgcee0wHV6zQkA99yG0Wlkea9WGufPllKTnZ9SBPLypq/511Ga7fvdv1cbY2LXmTJyv/rLOO25PZFjOsLS1V7caN7ueBEycqa9y4Phl/V6wFR82mTRpQXKyMYcP67XrjfcHaw2+9pcxRo5Q1dqwyhg/vcta2ObJ9u7bce6+aKiuVVlTkFnPNGDEiYp9ciNd67g/0AE8wPvcABwAAAAAAiaetpUVVr7yiA48/rpq333b70goKNOLjH3e9lCO1KGDNO+9o+89+poY9e9r3WZCZPWGCm71b/dpraiorO+o8eVOmaNRnP6v0goKj9h/ZsUOVq1e72esWftuihkdJTlbWmDHKHDNGrfX1aqqqUnN1tftqgWl6cbEGDB4c2IYM0cAJE9y+Y4/VAntbQNTC9eSMDKUPGuRCe9vsci3Etc3GYbejkpJcaD/sox91wS46V/b889q+eLG969G+Lzk93d1f9uaF3R/2RobdznafHH7zTW35/vddv29bsHLCV79KG5N+RACeYHwOwO2hbMdlx8eKt0B8o54Bf1DPgF+oacAfPtazHVPlmjXa/dvfqvHQIbcva/x4DbniCtcjPLhgYLiaa2u156GHdOipp9zPqbm5Lti0Gb1qbT3qtElpaco56SSlDx7sZqZbqGztLSyMtxnh5S+8oPLnnnMzxDtKzctT9kknue8trLYZ7eGy0N8uI/vEE10wazPRLXi1RRVDOn9R0VEBvgXhQ6+6KjBLmZYc7azv/Pb773e3sfXrtjcZ6rZv7/R2TsvPd4G4vTnS1tzs7puSr3xFqQMHRnRMPtZzJBGAJxifA3BWvAX8QT0D/qCeAb9Q04A/fK5naymy//HHtf/RR933wXC3eOZM1zYlNTs75LYgZc8953qNN1dVuX1FF1/swmwLMFvq63VkyxbXOsROm3PKKS78Th4wwJ22budObX/gAR0pLX3fZSelpipv0iTlnnmmC0UHDB16VHDZWFbmLtdaqliAnpaX50LytNxcF7g27N+vhgMH1HjggOr37NGRrVsDM7g7YeezsVlYb5drm7XhsNnedt0WzNtYrPWJzUzf94c/uNnpx47XZpBbW5bMsWM1+jOfceFuoil75hl3n1r4PejSSzXqM59xbU/aWltVv3evjmzb5h4TtZs3u9tSHe6T/OnTNfamm9xM8UjzuZ4jgQA8wRCAA4gH1DPgD+oZ8As1DfgjEerZQt6Dq1bp0KpVaj582O2z8NEWyrQe4bZwZmfqdu/WoZUrXfhtbULMgGHDNPrzn3cBdzgsGD3wxBPas3y52hobXVuMwgsuUMHZZ0d0FrDNPq61MP7tt12rFov7ck87TblnnKHM0aPf15vaZiPb2LoKYy2832tB+Jo175vlblwP6698xbVpOR7rk7334YfVVF2tcTff7GZEx6NDf/+7dvzsZ4Hwe8aMQPjdzWxrd59s3erCcGtbY4+77nqE90Yi1HNvEIAnGAJwAPGAegb8QT0DfqGmAX8kUj3bLPCKF190QXSw9Yj17LbWKIM/+EE3u9lCSmsXcvj11933QQOGD2+fOd6bxQpbjhxxM8bjre+zBeUtDQ2ud7WN32bC7/i//1PD3r1upvvYm29W/tSpnZ7XZqXvXrZMh197rX1fUnq6xs6fr4KzzlKsswDb3giwWd3Wp7382WfdfguyR37qUzHVaiSR6rknCMATjO8BeHl5uQoLCyl2IM5Rz4A/qGfAL9Q04I9ErGeLwKo3bHCzsYNBuLUXabXZ0O+2SnGSktzilRZ0WuuQWAo6Y4H1RN/6ox+5Nwvstho+d64Gz5qlxvJy13vdNut53d5GJSXFvYHQePCg60tuhl17rYZ+9KMxddvaGyU2W90eI/bVWst0XOTSFF9+uUZ+8pMxNe5EredwEIAnGJ8DcAAAAAAAgOOx1h8Wzu55+GE3k7ljn2zbrG1IvM3U7m/Wb3znr37l2st0KSlJheedp2HXXKMBgwe7290WKLWZ+Kbg3HM15oYb+qQndqhsVrstSlr1yivuEwBHvRHy7uPC2rxkjhnj+qXbYyPWwm8cHwF4gvE5AOfdLsAf1DPgD+oZ8As1DfiDeg6EuDUbNyo1N1cZw4cTbPbAwRUrtOs3v3G3pS2SmV5UpPRBg1zgPeiSS5Q5atT7znPoySe145e/dAtE2unzzzrLtUTJKinpsx7ZnbFFK0v/53/cQqMde5vnnXmmC7oHjh8fNwt9Us/dIwBPML4H4PQ7AvxAPQP+oJ4Bv1DTgD+oZ0RKS12dm91t7WRCfRPBZltbG5Xg4qQmrbBQ+dOmKW/SJGWfcILrMd7TxU8tZK94+WWlFxdr2Ec/qoETJhx1msq1a7Vt8WLX29xCbmttYsF3xsi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",
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"text/plain": [
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"<Figure size 1500x700 with 2 Axes>"
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]
|
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},
|
|
"metadata": {},
|
|
"output_type": "display_data"
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},
|
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{
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"data": {
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"image/png": 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"text/plain": [
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"<Figure size 1500x1000 with 3 Axes>"
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]
|
|
},
|
|
"metadata": {},
|
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"output_type": "display_data"
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}
|
|
],
|
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"source": [
|
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"#Plots für komplexen Usecases\n",
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"\n",
|
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"from pandas import Series\n",
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"\n",
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"\n",
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"SIMULATION = True\n",
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"AUDIO = False\n",
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"PLOT = True\n",
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"SERIES = False\n",
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"\n",
|
|
"# Chirp Generator\n",
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|
"n=2000 #Sampleanzahl\n",
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|
"fs=20000 #Samplingrate\n",
|
|
"f0=100 #Startfrequenz\n",
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"f1=1000 #Stopfrequenz\n",
|
|
"t1=n/fs #Chirpdauer (Samples/Samplingrate)\n",
|
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"f_disturber=2000 #Störfrequenz\n",
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|
"\n",
|
|
"# Parameter setzen\n",
|
|
"coefficients = 45\n",
|
|
"step_size = 0.01\n",
|
|
"delay_r11 = 0.000\n",
|
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"delay_vpu = 0.002\n",
|
|
"indices = [0, coefficients // 2, coefficients - 1]\n",
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"\n",
|
|
"# .wav File laden, Tonspuren den Signalen zuordnen, Corrputed Target Signal erstellen, Reduced Noise Signal erstellen\n",
|
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"fs, data_1 = load_wav(f'./audio_data/Nutzsignal/male.wav')\n",
|
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"fs, data_2 = load_wav(f'./audio_data/Störsignal/breathing.wav')\n",
|
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"\n",
|
|
"# Sensitivätskurve Mikrofon laden (normiert auf 1000 Hz)\n",
|
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"frequency_r11, gain_r11 = load_transfer_function('./transfer_functions/R11_normalized.csv')\n",
|
|
"frequency_vpu, gain_vpu = load_transfer_function('./transfer_functions/VPU17BA01_normlized.csv')\n",
|
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"\n",
|
|
"# Signale laden und zuordnen\n",
|
|
"desired_signal = data_1\n",
|
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"noise_signal = data_2\n",
|
|
"desired_signal_r11 = apply_transfer_function_freq(desired_signal, fs, frequency_r11, gain_r11, delay_r11)\n",
|
|
"noise_signal_r11 = apply_transfer_function_freq(noise_signal, fs, frequency_r11, gain_r11, delay_r11)\n",
|
|
"noise_signal_vpu = apply_transfer_function_freq(noise_signal, fs, frequency_vpu, gain_vpu, delay_vpu)\n",
|
|
"corrupted_signal = desired_signal_r11 + noise_signal_r11\n",
|
|
"\n",
|
|
"# Zeitachse anlegen, ANR Algorithmus ausführen\n",
|
|
"t = np.linspace(0, len(corrupted_signal), len(corrupted_signal))/20000\n",
|
|
"\n",
|
|
"if SERIES == True:\n",
|
|
" for i in range(16, coefficients+2, 2):\n",
|
|
" output, coefficient_matrix = anr_function(corrupted_signal, noise_signal_vpu, i, step_size, adaption_step=1)\n",
|
|
"\n",
|
|
" # Koeffizientenmatrix und Vergleich um Koeffizientenanzahl kürzen, um Tail zu vermeiden, 2.te Zeitachse anlegen\n",
|
|
" coefficient_matrix = coefficient_matrix[:-coefficients]\n",
|
|
" error_signal = (output - desired_signal_r11)[:-coefficients]\n",
|
|
" t2 = np.linspace(0, len(error_signal), len(error_signal))/20000\n",
|
|
"\n",
|
|
" # SNR davor/danach in dB berechnen, SNR Ratio berechnen, \n",
|
|
" snr_before = 10 * np.log10(np.trapz(desired_signal_r11**2, t) / np.trapz(noise_signal_r11**2, t))\n",
|
|
" snr_after = 10 * np.log10(np.trapz(desired_signal_r11**2, t) / np.trapz(error_signal**2, t2))\n",
|
|
" delta_snr = round(snr_after - snr_before, 2)\n",
|
|
"\n",
|
|
" with open('snr_evaluation/male+scratching', 'a', newline='') as f:\n",
|
|
" writer = csv.writer(f)\n",
|
|
" writer.writerow([i, delta_snr])\n",
|
|
"else:\n",
|
|
" output, coefficient_matrix = anr_function(corrupted_signal, noise_signal_vpu, coefficients, step_size, adaption_step=1)\n",
|
|
"\n",
|
|
"# Koeffizientenmatrix und Vergleich um Koeffizientenanzahl kürzen, um Tail zu vermeiden, 2.te Zeitachse anlegen\n",
|
|
"coefficient_matrix = coefficient_matrix[:-coefficients]\n",
|
|
"error_signal = (output - desired_signal_r11)[:-coefficients]\n",
|
|
"t2 = np.linspace(0, len(error_signal), len(error_signal))/20000\n",
|
|
"\n",
|
|
"# SNR davor/danach in dB berechnen, SNR Ratio berechnen, \n",
|
|
"snr_before = 10 * np.log10(np.trapz(desired_signal_r11**2, t) / np.trapz(noise_signal_r11**2, t))\n",
|
|
"snr_after = 10 * np.log10(np.trapz(desired_signal_r11**2, t) / np.trapz(error_signal**2, t2))\n",
|
|
"delta_snr = round(snr_after - snr_before, 2)\n",
|
|
"\n",
|
|
"if AUDIO == True:\n",
|
|
" # Audiodateien zum Vergleich abspeichern\n",
|
|
" sf.write('corrupted_signal.wav', corrupted_signal, fs)\n",
|
|
" sf.write('filter_output.wav', output, fs)\n",
|
|
"\n",
|
|
"if SIMULATION == True:\n",
|
|
" # Soundfiles zu 16 Bit skalieren und als .txt speichern für DSP Simulation\n",
|
|
" dsp_desired_signal_r11 = desired_signal_r11*(2**(15)-1)\n",
|
|
" dsp_noise_signal_r11 = noise_signal_r11*(2**(15)-1)\n",
|
|
" dsp_noise_signal_vpu = noise_signal_vpu*(2**(15)-1)\n",
|
|
" dsp_corrupted_signal = dsp_desired_signal_r11 + dsp_noise_signal_r11\n",
|
|
" python_output = output*(2**(15)-1)\n",
|
|
" np.savetxt('simulation_data/dsp_desired_signal_r11.txt', dsp_desired_signal_r11, fmt='%d')\n",
|
|
" np.savetxt('simulation_data/dsp_noise_signal_r11.txt', dsp_noise_signal_r11, fmt='%d')\n",
|
|
" np.savetxt('simulation_data/dsp_noise_signal_vpu.txt', dsp_noise_signal_vpu, fmt='%d', delimiter=\"\\n\")\n",
|
|
" np.savetxt('simulation_data/dsp_corrupted_signal.txt', dsp_corrupted_signal, fmt='%d', delimiter=\"\\n\")\n",
|
|
" np.savetxt('filter_output/python_output.txt', python_output, fmt='%d', delimiter=\"\\n\")\n",
|
|
" \n",
|
|
"\n",
|
|
"# Plots des Filterprozesses\n",
|
|
"figure1, (ax0, ax1, ax2, ax3) = plt.subplots(4, 1, figsize=(15, 12), sharex=True, sharey=True)\n",
|
|
"ax0.set_ylim(-1, 1)\n",
|
|
"ax0.plot(t, desired_signal, c='deepskyblue', label='Desired signal')\n",
|
|
"ax1.plot(t, corrupted_signal, c='royalblue', label='Corrupted signal')\n",
|
|
"ax2.plot(t, noise_signal_vpu, c='chocolate', label='Reference noise signal')\n",
|
|
"ax3.plot(t, output, c='green', label=f'SNR Gain = {delta_snr} dB')\n",
|
|
"\n",
|
|
"ax0.text(0.5, -0.3, '(a) Desired signal',\n",
|
|
" transform=ax0.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax1.text(0.5, -0.3, '(b) Corrupted signal',\n",
|
|
" transform=ax1.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax2.text(0.5, -0.3, '(c) Reference noise signal',\n",
|
|
" transform=ax2.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax3.text(0.5, -0.5, f'(d) Filter output (SNR Gain = {delta_snr} dB)',\n",
|
|
" transform=ax3.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax3.set_xlabel('time(s)', x=0.05)\n",
|
|
"ax0.set_ylabel('Amplitude')\n",
|
|
"ax1.set_ylabel('Amplitude')\n",
|
|
"ax2.set_ylabel('Amplitude')\n",
|
|
"ax3.set_ylabel('Amplitude')\n",
|
|
"\n",
|
|
"# Plots der Filterperfomanz\n",
|
|
"figure2, (ax4, ax5) = plt.subplots(2, 1, figsize=(15, 7), sharex=True)\n",
|
|
"ax4.set_ylim(-1, 1)\n",
|
|
"ax4.plot(t2, error_signal, c='purple', label='Error (Desired signal - Filter output)')\n",
|
|
"for i in indices:\n",
|
|
" ax5.plot(t2, coefficient_matrix[:,i], label=f'Coefficient {i+1}')\n",
|
|
"\n",
|
|
"ax4.text(0.5, -0.3, '(a) Error signal',\n",
|
|
" transform=ax4.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax5.text(0.5, -0.5, '(b) Coefficient values (1st, 8th, 16th)',\n",
|
|
" transform=ax5.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax5.set_xlabel('time(s)', x=0.05)\n",
|
|
"ax4.set_ylabel('Amplitude')\n",
|
|
"ax5.set_ylabel('Coeffcient value')\n",
|
|
"\n",
|
|
"# Plot Sensitivitätskurve\n",
|
|
"figure3, (ax6, ax7) = plt.subplots(2, 1, figsize=(15, 7), sharex=True)\n",
|
|
"ax6.set_ylim(min(gain_r11), max(gain_r11))\n",
|
|
"ax7.set_ylim(min(gain_vpu), max(gain_vpu))\n",
|
|
"ax6.plot(frequency_r11, gain_r11, c='indianred', label='Sensitivity Curve (Primary sensor)' )\n",
|
|
"ax7.plot(frequency_vpu, gain_vpu, c='orangered', label='Sensitivity Curve (Secondary sensor)')\n",
|
|
"\n",
|
|
"ax6.text(0.5, -0.3, '(a) Sensitivity Curve (Primary sensor)',\n",
|
|
" transform=ax6.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"ax7.text(0.5, -0.5, '(b) Sensitivity Curve (Secondary sensor)',\n",
|
|
" transform=ax7.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax7.set_xlabel('Frequency (Hz)', x=0.1)\n",
|
|
"ax6.set_ylabel('Gain (dB)')\n",
|
|
"ax7.set_ylabel('Gain (dB)')\n",
|
|
"\n",
|
|
"# Plot für Störsignalvergleich\n",
|
|
"figure4, (ax8, ax9, ax10) = plt.subplots(3, 1, figsize=(15, 10), sharex=True, sharey=True)\n",
|
|
"ax8.set_ylim(1.0, -1.0)\n",
|
|
"ax8.plot(t, noise_signal, c='orange', label='Noise signal')\n",
|
|
"ax9.plot(t, noise_signal_r11, c='darkorange', label='Corruption noise signal (Primary sensor)')\n",
|
|
"ax10.plot(t, noise_signal_vpu, c='peru', label='Reference noise signal (Secondary sensor)')\n",
|
|
"\n",
|
|
"ax8.text(0.5, -0.3, '(a) Noise signal',\n",
|
|
" transform=ax8.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax9.text(0.5, -0.3, '(b) Corruption noise signal (Primary sensor)',\n",
|
|
" transform=ax9.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax10.text(0.5, -0.5, '(c) Reference noise signal (Secondary sensor)',\n",
|
|
" transform=ax10.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax10.set_xlabel('time(s)', x=0.05)\n",
|
|
"ax8.set_ylabel('Amplitude')\n",
|
|
"ax9.set_ylabel('Amplitude')\n",
|
|
"ax10.set_ylabel('Amplitude')\n",
|
|
"\n",
|
|
"#Grids direkt auf Subplots anwenden\n",
|
|
"ax0.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax1.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax2.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax3.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax4.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax5.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax6.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax7.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax8.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax9.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax10.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"\n",
|
|
"#Spines direkt auf Subplots anwenden\n",
|
|
"ax0.spines['top'].set_visible(False)\n",
|
|
"ax1.spines['top'].set_visible(False)\n",
|
|
"ax2.spines['top'].set_visible(False)\n",
|
|
"ax3.spines['top'].set_visible(False)\n",
|
|
"ax4.spines['top'].set_visible(False)\n",
|
|
"ax5.spines['top'].set_visible(False)\n",
|
|
"ax6.spines['top'].set_visible(False)\n",
|
|
"ax7.spines['top'].set_visible(False)\n",
|
|
"ax8.spines['top'].set_visible(False)\n",
|
|
"ax9.spines['top'].set_visible(False)\n",
|
|
"ax10.spines['top'].set_visible(False)\n",
|
|
"ax0.spines['right'].set_visible(False)\n",
|
|
"ax1.spines['right'].set_visible(False)\n",
|
|
"ax2.spines['right'].set_visible(False)\n",
|
|
"ax3.spines['right'].set_visible(False)\n",
|
|
"ax4.spines['right'].set_visible(False)\n",
|
|
"ax5.spines['right'].set_visible(False)\n",
|
|
"ax6.spines['right'].set_visible(False)\n",
|
|
"ax7.spines['right'].set_visible(False)\n",
|
|
"ax8.spines['right'].set_visible(False)\n",
|
|
"ax9.spines['right'].set_visible(False)\n",
|
|
"ax10.spines['right'].set_visible(False)\n",
|
|
"\n",
|
|
"# Schriftgrößen für LaTeX-Dokument\n",
|
|
"plt.rcParams.update({\n",
|
|
" \"text.usetex\": True,\n",
|
|
" \"font.family\": \"serif\",\n",
|
|
" 'font.size': 16, # Standardtext\n",
|
|
" 'axes.labelsize': 30, # Achsenbeschriftungen\n",
|
|
" 'xtick.labelsize': 25, # Tick-Beschriftungen\n",
|
|
" 'ytick.labelsize': 25,\n",
|
|
" 'legend.fontsize': 15 # Legende\n",
|
|
"})\n",
|
|
"\n",
|
|
"figure1.tight_layout()\n",
|
|
"figure2.tight_layout()\n",
|
|
"figure3.tight_layout()\n",
|
|
"figure4.tight_layout()\n",
|
|
"if PLOT == True:\n",
|
|
" figure1.savefig(f'plots/fig_plot_1_wav_complex', dpi=600)\n",
|
|
" figure2.savefig(f'plots/fig_plot_2_wav_complex', dpi=600)\n",
|
|
" figure3.savefig(f'plots/fig_plot_3_wav_complex', dpi=600)\n",
|
|
" figure4.savefig(f'plots/fig_plot_4_wav_complex', dpi=600)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"#Plots für SNR Vergleich\n",
|
|
"\n",
|
|
"PLOT = True\n",
|
|
"\n",
|
|
"# Daten aus .csv laden\n",
|
|
"data_male_breathing = np.loadtxt('snr_evaluation/male+breathing', delimiter=\",\")\n",
|
|
"data_male_chewing = np.loadtxt('snr_evaluation/male+chewing', delimiter=\",\")\n",
|
|
"data_male_scratching = np.loadtxt('snr_evaluation/male+scratching', delimiter=\",\")\n",
|
|
"data_male_drinking = np.loadtxt('snr_evaluation/male+drinking', delimiter=\",\")\n",
|
|
"data_male_coughing = np.loadtxt('snr_evaluation/male+coughing', delimiter=\",\")\n",
|
|
"\n",
|
|
"\n",
|
|
"# Daten laden\n",
|
|
"x = data_male_breathing[:, 0]\n",
|
|
"male_breathing = savgol_filter(data_male_breathing[:, 1], 10, 3)\n",
|
|
"male_chewing = savgol_filter(data_male_chewing[:, 1], 10, 3)\n",
|
|
"male_scratching = savgol_filter(data_male_scratching[:, 1], 10, 3)\n",
|
|
"male_drinking = savgol_filter(data_male_drinking[:, 1], 10, 3)\n",
|
|
"male_coughing = savgol_filter(data_male_coughing[:, 1], 10, 3)\n",
|
|
"\n",
|
|
"# Alle Kurven in ein Array stapeln\n",
|
|
"all_curves = np.vstack([\n",
|
|
" male_breathing,\n",
|
|
" male_chewing,\n",
|
|
" male_scratching,\n",
|
|
" male_drinking,\n",
|
|
" male_coughing\n",
|
|
"])\n",
|
|
"\n",
|
|
"# Punktweiser Mittelwert\n",
|
|
"mean_curve = np.mean(all_curves, axis=0)\n",
|
|
"\n",
|
|
"# Plot\n",
|
|
"plt.figure(figsize=(15, 7))\n",
|
|
"plt.plot(x, male_breathing, linestyle='-', linewidth=1.5, alpha=0.7, label='Breathing Noise')\n",
|
|
"plt.plot(x, male_chewing, linestyle='--', linewidth=1.5, alpha=0.7, label='Chewing Noise')\n",
|
|
"plt.plot(x, male_scratching, linestyle='-.', linewidth=1.5, alpha=0.7, label='Scratching Noise')\n",
|
|
"plt.plot(x, male_drinking, linestyle=':', linewidth=1.5, alpha=0.7, label='Drinking Noise')\n",
|
|
"plt.plot(x, male_coughing, linestyle=(0, (3, 1, 1, 1)), linewidth=1.5, alpha=0.7, label='Coughing Noise')\n",
|
|
"plt.plot(x, mean_curve, linestyle='--', color='red', linewidth=2.5, label='Mean SNR-Gain')\n",
|
|
"\n",
|
|
"plt.rcParams.update({\n",
|
|
" \"text.usetex\": True,\n",
|
|
" \"font.family\": \"serif\",\n",
|
|
" 'font.size': 16, # Standardtext\n",
|
|
" 'axes.labelsize': 30, # Achsenbeschriftungen\n",
|
|
" 'xtick.labelsize': 25, # Tick-Beschriftungen\n",
|
|
" 'ytick.labelsize': 25,\n",
|
|
" 'legend.fontsize': 25 # Legende\n",
|
|
"})\n",
|
|
"\n",
|
|
"plt.xlabel(\"Filter length\")\n",
|
|
"plt.ylabel(\"SNR-Gain (dB)\")\n",
|
|
"plt.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"#Spines auf ganzen Plot anwenden\n",
|
|
"plt.gca().spines['top'].set_visible(False)\n",
|
|
"plt.gca().spines['right'].set_visible(False)\n",
|
|
"plt.legend(frameon=False, loc='upper left')\n",
|
|
"plt.tight_layout()\n",
|
|
"if PLOT == True:\n",
|
|
" plt.savefig(f'plots/fig_snr_comparison', dpi=600)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"#Plots der Störsignale\n",
|
|
"\n",
|
|
"PLOT = True\n",
|
|
"\n",
|
|
"fs, data_1 = load_wav(f'./audio_data/Störsignal/breathing.wav')\n",
|
|
"fs, data_2 = load_wav(f'./audio_data/Störsignal/coughing.wav')\n",
|
|
"fs, data_3 = load_wav(f'./audio_data/Störsignal/scratching.wav')\n",
|
|
"fs, data_4 = load_wav(f'./audio_data/Störsignal/drinking.wav')\n",
|
|
"fs, data_5 = load_wav(f'./audio_data/Störsignal/chewing.wav')\n",
|
|
"\n",
|
|
"t = np.linspace(0, len(data_1), len(data_1))/20000\n",
|
|
"\n",
|
|
"figure1, (ax1, ax2, ax3, ax4, ax5) = plt.subplots(5, 1, figsize=(15, 15), sharex=True, sharey=True)\n",
|
|
"ax1.set_ylim(1.0, -1.0)\n",
|
|
"ax1.plot(t, data_1, c='darkorange', label='Breathing Noise')\n",
|
|
"ax2.plot(t, data_2, c='indianred', label='Coughing Noise')\n",
|
|
"ax3.plot(t, data_3, c='deepskyblue', label='Scratching Noise')\n",
|
|
"ax4.plot(t, data_4, c='forestgreen', label='Drinking Noise')\n",
|
|
"ax5.plot(t, data_5, c='darkorchid', label='Chewing Noise')\n",
|
|
"\n",
|
|
"ax1.text(0.5, -0.3, '(a) Breathing Noise',\n",
|
|
" transform=ax1.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax2.text(0.5, -0.3, '(b) Coughing Noise',\n",
|
|
" transform=ax2.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax3.text(0.5, -0.3, '(c) Scratching Noise',\n",
|
|
" transform=ax3.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax4.text(0.5, -0.3, '(d) Drinking Noise',\n",
|
|
" transform=ax4.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax5.text(0.5, -0.5, '(e) Chewing Noise',\n",
|
|
" transform=ax5.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax5.set_xlabel(\"time (s)\", x=0.05)\n",
|
|
"ax1.set_ylabel(\"Amplitude\")\n",
|
|
"ax2.set_ylabel(\"Amplitude\")\n",
|
|
"ax3.set_ylabel(\"Amplitude\")\n",
|
|
"ax4.set_ylabel(\"Amplitude\")\n",
|
|
"ax5.set_ylabel(\"Amplitude\")\n",
|
|
"#ax5.xaxis.set_label_coords(0.5, -0.4)\n",
|
|
"\n",
|
|
"ax1.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax2.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax3.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax4.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax5.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"\n",
|
|
"#Spines direkt auf Subplots anwenden\n",
|
|
"ax1.spines['top'].set_visible(False)\n",
|
|
"ax2.spines['top'].set_visible(False)\n",
|
|
"ax3.spines['top'].set_visible(False)\n",
|
|
"ax4.spines['top'].set_visible(False)\n",
|
|
"ax5.spines['top'].set_visible(False)\n",
|
|
"ax1.spines['right'].set_visible(False)\n",
|
|
"ax2.spines['right'].set_visible(False)\n",
|
|
"ax3.spines['right'].set_visible(False)\n",
|
|
"ax4.spines['right'].set_visible(False)\n",
|
|
"ax5.spines['right'].set_visible(False)\n",
|
|
"\n",
|
|
"# Schriftgrößen für LaTeX-Dokument\n",
|
|
"plt.rcParams.update({\n",
|
|
" \"text.usetex\": True,\n",
|
|
" \"font.family\": \"serif\",\n",
|
|
" 'font.size': 16, # Standardtext\n",
|
|
" 'axes.labelsize': 30, # Achsenbeschriftungen\n",
|
|
" 'xtick.labelsize': 25, # Tick-Beschriftungen\n",
|
|
" 'ytick.labelsize': 25,\n",
|
|
" 'legend.fontsize': 15 # Legende\n",
|
|
"})\n",
|
|
"\n",
|
|
"figure1.tight_layout()\n",
|
|
"if PLOT == True:\n",
|
|
" plt.savefig(f'plots/fig_noise_signals', dpi=600)\n",
|
|
"figure1.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# Filterlänge und Update-Schritte Vergleich\n",
|
|
"\n",
|
|
"import numpy as np\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"\n",
|
|
"PLOT = True\n",
|
|
"\n",
|
|
"# Filterlänge\n",
|
|
"N = np.arange(1, 128)\n",
|
|
"# Verschiedene Updateschritte\n",
|
|
"U_values = [1, 0.5, 0.25]\n",
|
|
"\n",
|
|
"C_total_1 = N + (6*N + 8)*U_values[0] + 34\n",
|
|
"C_total_2 = N + (6*N + 8)*U_values[1] + 34\n",
|
|
"C_total_3 = N + (6*N + 8)*U_values[2] + 34\n",
|
|
"\n",
|
|
"plt.figure(figsize=(15, 7))\n",
|
|
"plt.plot(N, C_total_1, linestyle='-', linewidth=1.5, alpha=0.7, label=f'1/U = {U_values[0]}')\n",
|
|
"plt.plot(N, C_total_2, linestyle='--', linewidth=1.5, alpha=0.7, label=f'1/U = {U_values[1]}')\n",
|
|
"plt.plot(N, C_total_3, linestyle='-.', linewidth=1.5, alpha=0.7, label=f'1/U = {U_values[2]}')\n",
|
|
"\n",
|
|
"plt.rcParams.update({\n",
|
|
" \"text.usetex\": True,\n",
|
|
" \"font.family\": \"serif\",\n",
|
|
" 'font.size': 16, # Standardtext\n",
|
|
" 'axes.labelsize': 30, # Achsenbeschriftungen\n",
|
|
" 'xtick.labelsize': 25, # Tick-Beschriftungen\n",
|
|
" 'ytick.labelsize': 25,\n",
|
|
" 'legend.fontsize': 25 # Legende\n",
|
|
"})\n",
|
|
"\n",
|
|
"plt.xlabel(\"Filter length\")\n",
|
|
"plt.ylabel(\"Cycles/Sample\")\n",
|
|
"plt.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"#Spines auf ganzen Plot anwenden\n",
|
|
"plt.gca().spines['top'].set_visible(False)\n",
|
|
"plt.gca().spines['right'].set_visible(False)\n",
|
|
"plt.legend(frameon=False, loc='lower right')\n",
|
|
"plt.tight_layout()\n",
|
|
"if PLOT == True:\n",
|
|
" plt.savefig(f'plots/fig_c_total', dpi=600)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# Vergleich Output High/Low-Level\n",
|
|
"\n",
|
|
"PLOT = False\n",
|
|
"\n",
|
|
"python_output = np.loadtxt('filter_output/python_output.txt', delimiter=\",\")/(2**(15)-1)\n",
|
|
"dsp_output = np.loadtxt('filter_output/dsp_output.txt', delimiter=\",\")[:-1]/(2**(15)-1)\n",
|
|
"\n",
|
|
"from scipy.stats import pearsonr\n",
|
|
"from scipy import signal\n",
|
|
"\n",
|
|
"# 1. Mean Squared Error (MSE)\n",
|
|
"mse = np.mean((python_output - dsp_output) ** 2)\n",
|
|
"# 2. Root Mean Squared Error (RMSE)\n",
|
|
"rmse = np.sqrt(mse)\n",
|
|
"# 3. Mean Absolute Error (MAE)\n",
|
|
"mae = np.mean(np.abs(python_output - dsp_output))\n",
|
|
"# 4. Pearson Correlation Coefficient (Lineare Korrelation)\n",
|
|
"correlation, p_value = pearsonr(python_output, dsp_output)\n",
|
|
"# 5. Normalized Mean Squared Error (NMSE) - normalisiert durch Varianz des Referenzsignals\n",
|
|
"nmse = np.sum((python_output - dsp_output) ** 2) / np.sum(dsp_output ** 2)\n",
|
|
"\n",
|
|
"diff = python_output - dsp_output\n",
|
|
"\n",
|
|
"t = np.linspace(0, 200000, 200000)/20000\n",
|
|
"\n",
|
|
"figure1, (ax1, ax2, ax3) = plt.subplots(3, 1, figsize=(15, 9), sharex=True, sharey=True)\n",
|
|
"ax1.set_ylim(1.0, -1.0)\n",
|
|
"ax1.plot(t, python_output, linestyle='-', c='deepskyblue', linewidth=1, alpha=1, label='High Level Simulation')\n",
|
|
"ax2.plot(t, dsp_output, linestyle='-', c='indianred', linewidth=1, alpha=1, label='Low Level Simulation')\n",
|
|
"ax3.plot(t, python_output, linestyle='-', c='deepskyblue', linewidth=1, alpha=1, label='High Level Simulation')\n",
|
|
"ax3.plot(t, dsp_output, linestyle='-', c='indianred', linewidth=1, alpha=0.7, label=f'Low Level Simulation (Pearson Corr: {correlation:.3f})')\n",
|
|
"\n",
|
|
"plt.rcParams.update({\n",
|
|
" \"text.usetex\": True,\n",
|
|
" \"font.family\": \"serif\",\n",
|
|
" 'font.size': 16, # Standardtext\n",
|
|
" 'axes.labelsize': 30, # Achsenbeschriftungen\n",
|
|
" 'xtick.labelsize': 25, # Tick-Beschriftungen\n",
|
|
" 'ytick.labelsize': 25,\n",
|
|
" 'legend.fontsize': 25 # Legende\n",
|
|
"})\n",
|
|
"\n",
|
|
"ax1.text(0.5, -0.3, '(a) High Level Simulation',\n",
|
|
" transform=ax1.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax2.text(0.5, -0.3, '(b) Low Level Simulation',\n",
|
|
" transform=ax2.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax3.text(0.5, -0.5, f'(c) Comparision High/Low Level Simulation (Pearson Corr: {correlation:.3f})',\n",
|
|
" transform=ax3.transAxes,\n",
|
|
" fontsize=25,\n",
|
|
" fontweight='normal',\n",
|
|
" ha='center',\n",
|
|
" va='bottom')\n",
|
|
"\n",
|
|
"ax3.set_xlabel(\"time (s)\", x=0.05)\n",
|
|
"ax1.set_ylabel(\"Amplitude\")\n",
|
|
"ax2.set_ylabel(\"Amplitude\")\n",
|
|
"ax3.set_ylabel(\"Amplitude\")\n",
|
|
"\n",
|
|
"ax1.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax2.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"ax3.grid(True, linestyle='--', alpha=0.4)\n",
|
|
"\n",
|
|
"#Spines direkt auf Subplots anwenden\n",
|
|
"ax1.spines['top'].set_visible(False)\n",
|
|
"ax2.spines['top'].set_visible(False)\n",
|
|
"ax3.spines['top'].set_visible(False)\n",
|
|
"ax1.spines['right'].set_visible(False)\n",
|
|
"ax2.spines['right'].set_visible(False)\n",
|
|
"ax3.spines['right'].set_visible(False)\n",
|
|
"\n",
|
|
"\n",
|
|
"figure1.tight_layout()\n",
|
|
"if PLOT == True:\n",
|
|
" plt.savefig(f'plots/fig_high_low_comparison', dpi=600)\n",
|
|
"figure1.show()\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 28,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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|
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"text/plain": [
|
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"<Figure size 1500x700 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# Reduced Update Plot\n",
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|
"\n",
|
|
"import matplotlib.ticker as mtick\n",
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"\n",
|
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"PLOT = True\n",
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"\n",
|
|
"# Daten aus .csv laden\n",
|
|
"data_reduced_update = np.loadtxt('snr_evaluation/reduced_update', delimiter=\",\")\n",
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"\n",
|
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"# Daten laden\n",
|
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"x = data_reduced_update[:, 0]\n",
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"reduced_update = savgol_filter(data_reduced_update[:, 2], 3, 2)\n",
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"\n",
|
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"# Plot\n",
|
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"plt.figure(figsize=(15, 7))\n",
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"plt.plot(x, reduced_update, linestyle='--', color='indianred', linewidth=2, alpha=0.9, label='SNR-Gain (Male Voice + Breathing Noise)')\n",
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"\n",
|
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"plt.rcParams.update({\n",
|
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" \"text.usetex\": True,\n",
|
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" \"font.family\": \"serif\",\n",
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" 'font.size': 16, # Standardtext\n",
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" 'axes.labelsize': 30, # Achsenbeschriftungen\n",
|
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" 'xtick.labelsize': 25, # Tick-Beschriftungen\n",
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" 'ytick.labelsize': 25,\n",
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" 'legend.fontsize': 25 # Legende\n",
|
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"})\n",
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"\n",
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"\n",
|
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"plt.xlabel(\"Update Rate\")\n",
|
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"plt.ylabel(\"Relative SNR-Gain\")\n",
|
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"plt.grid(True, linestyle='-.', alpha=0.4)\n",
|
|
"#Spines auf ganzen Plot anwenden\n",
|
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"plt.gca().yaxis.set_major_formatter(mtick.PercentFormatter(1.0))\n",
|
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"plt.gca().spines['top'].set_visible(False)\n",
|
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"plt.gca().spines['right'].set_visible(False)\n",
|
|
"plt.gca().invert_xaxis()\n",
|
|
"plt.legend(frameon=False, loc='upper right')\n",
|
|
"plt.tight_layout()\n",
|
|
"if PLOT == True:\n",
|
|
" plt.savefig(f'plots/fig_snr_reduced_update', dpi=600)\n",
|
|
"plt.show()\n"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": ".venv",
|
|
"language": "python",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.9.13"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 2
|
|
}
|