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510 lines
696 KiB
Plaintext
510 lines
696 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Librerias y descarga de tablas"
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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": 53,
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"metadata": {},
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"outputs": [],
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"source": [
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"import numpy as np\n",
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"import matplotlib.pyplot as plt\n",
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"import pandas as pd\n",
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"from PyEMD import EMD\n",
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"import pywt\n",
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"import scipy \n",
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"import ewtpy\n",
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"\n",
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"\n",
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"### Cargo la tabla con las referencias y me quedo con los que no tienen escenario\n",
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"df = pd.read_csv(\"Tabla_Direccionamiento_Base_Datos.csv\")\n",
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"Tabla_sin_escenario = df[df[\"Escenario_principal\"].isna()]\n",
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"\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": "markdown",
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"metadata": {},
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"source": [
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"## Con EMD"
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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": null,
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"metadata": {},
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"outputs": [
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{
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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 1000x600 with 2 Axes>"
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]
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},
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"metadata": {},
|
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"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"Path_Al_Archivo = df[\"Path_datos\"][0]\n",
|
|
"\n",
|
|
"Datos = scipy.io.loadmat(Path_Al_Archivo)\n",
|
|
"Nombres = Datos.keys()\n",
|
|
"#print(Nombres)\n",
|
|
"\n",
|
|
"Datos_Complejos = Datos['radar_I'] + 1j* Datos['radar_Q'] \n",
|
|
"\n",
|
|
"fase = np.angle(Datos_Complejos) - np.mean(np.angle(Datos_Complejos))\n",
|
|
"\n",
|
|
"# Frecuencia de muestreo (Hz)\n",
|
|
"fs = Datos[\"Fs\"][0]\n",
|
|
"fase = np.ravel(fase) # asegurar que es 1D\n",
|
|
"\n",
|
|
"# Vector de tiempo (si querés graficar)\n",
|
|
"t = np.arange(len(fase)) / fs\n",
|
|
"\n",
|
|
"# Descomposición EMD\n",
|
|
"emd = EMD()\n",
|
|
"IMFs = emd(fase)\n",
|
|
"\n",
|
|
"# Reconstrucción de la señal eliminando IMFs de ruido\n",
|
|
"# Aquí asumimos que los primeros IMFs son de alta frecuencia/noise\n",
|
|
"num_imfs_to_keep = IMFs.shape[0] # opción: quedarte con todas\n",
|
|
"# Por ejemplo, descartar los primeros 1-2 IMFs de ruido:\n",
|
|
"denoised_signal = np.sum(IMFs[:6], axis=0) # descartando IMFs 0 y 1\n",
|
|
"\n",
|
|
"fase = denoised_signal\n",
|
|
"\n",
|
|
"# --- Análisis wavelet continuo (PyWavelets) ---\n",
|
|
"f_min = 0.01\n",
|
|
"f_max = 2\n",
|
|
"num_scales = 64 # cantidad de escalas\n",
|
|
"\n",
|
|
"# Wavelet central de Morlet\n",
|
|
"fc = pywt.central_frequency('cmor1.5-1.0') # frecuencia central de la wavelet\n",
|
|
"\n",
|
|
"# Convertimos rango de frecuencia a escala\n",
|
|
"scales = fc / (np.linspace(f_min, f_max, num_scales) * (1/fs))\n",
|
|
"coef, freqs = pywt.cwt(fase, scales, 'cmor1.5-1.0', sampling_period=1/fs)\n",
|
|
"\n",
|
|
"plt.figure(figsize=(10, 6))\n",
|
|
"plt.imshow(np.abs(coef), extent=[t[0], t[-1], freqs[-1], freqs[0]],\n",
|
|
" cmap='turbo', aspect='auto')\n",
|
|
"plt.title('Análisis Wavelet (CWT - PyWavelets)')\n",
|
|
"plt.ylabel('Frecuencia [Hz]')\n",
|
|
"plt.xlabel('Tiempo [s]')\n",
|
|
"plt.colorbar(label='Magnitud |CWT|')\n",
|
|
"plt.show()\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Analisis wavlet de cada IMF"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"fase = np.angle(Datos_Complejos) - np.mean(np.angle(Datos_Complejos))\n",
|
|
"\n",
|
|
"\n",
|
|
"# Frecuencia de muestreo (Hz)\n",
|
|
"fs = Datos[\"Fs\"][0]\n",
|
|
"fase = np.ravel(fase) # asegurar que es 1D\n",
|
|
"\n",
|
|
"# Vector de tiempo (si querés graficar)\n",
|
|
"t = np.arange(len(fase)) / fs\n",
|
|
"\n",
|
|
"# Descomposición EMD\n",
|
|
"emd = EMD()\n",
|
|
"IMFs = emd(fase)\n",
|
|
"\n",
|
|
"# Reconstrucción de la señal eliminando IMFs de ruido\n",
|
|
"# Aquí asumimos que los primeros IMFs son de alta frecuencia/noise\n",
|
|
"num_imfs_to_keep = IMFs.shape[0] # opción: quedarte con todas\n",
|
|
"# Por ejemplo, descartar los primeros 1-2 IMFs de ruido:\n",
|
|
"\n",
|
|
"for i in range(num_imfs_to_keep):\n",
|
|
" denoised_signal = IMFs[i]\n",
|
|
"\n",
|
|
" fase = denoised_signal\n",
|
|
"\n",
|
|
" # --- Análisis wavelet continuo (PyWavelets) ---\n",
|
|
" f_min = 0.01\n",
|
|
" f_max = 2\n",
|
|
" num_scales = 64 # cantidad de escalas\n",
|
|
"\n",
|
|
" # Wavelet central de Morlet\n",
|
|
" fc = pywt.central_frequency('cmor1.5-1.0') # frecuencia central de la wavelet\n",
|
|
"\n",
|
|
" # Convertimos rango de frecuencia a escala\n",
|
|
" scales = fc / (np.linspace(f_min, f_max, num_scales) * (1/fs))\n",
|
|
" coef, freqs = pywt.cwt(fase, scales, 'cmor1.5-1.0', sampling_period=1/fs)\n",
|
|
"\n",
|
|
" plt.figure(figsize=(10, 6))\n",
|
|
" plt.imshow(np.abs(coef), extent=[t[0], t[-1], freqs[-1], freqs[0]],\n",
|
|
" cmap='turbo', aspect='auto')\n",
|
|
" plt.title('Análisis Wavelet (CWT - PyWavelets)')\n",
|
|
" plt.ylabel('Frecuencia [Hz]')\n",
|
|
" plt.xlabel('Tiempo [s]')\n",
|
|
" plt.colorbar(label='Magnitud |CWT|')\n",
|
|
" plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Sin EMD"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 1000x600 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"Path_Al_Archivo = df[\"Path_datos\"][0]\n",
|
|
"\n",
|
|
"Datos = scipy.io.loadmat(Path_Al_Archivo)\n",
|
|
"Nombres = Datos.keys()\n",
|
|
"#print(Nombres)\n",
|
|
"\n",
|
|
"Datos_Complejos = Datos['radar_I'] + 1j* Datos['radar_Q'] \n",
|
|
"\n",
|
|
"fase = np.angle(Datos_Complejos) - np.mean(np.angle(Datos_Complejos))\n",
|
|
"\n",
|
|
"# Frecuencia de muestreo (Hz)\n",
|
|
"fs = Datos[\"Fs\"][0]\n",
|
|
"fase = np.ravel(fase) # asegurar que es 1D\n",
|
|
"\n",
|
|
"# Vector de tiempo (si querés graficar)\n",
|
|
"t = np.arange(len(fase)) / fs\n",
|
|
"\n",
|
|
"# --- Análisis wavelet continuo (PyWavelets) ---\n",
|
|
"f_min = 0.01\n",
|
|
"f_max = 2\n",
|
|
"num_scales = 64 # cantidad de escalas\n",
|
|
"\n",
|
|
"# Wavelet central de Morlet\n",
|
|
"fc = pywt.central_frequency('cmor1.5-1.0') # frecuencia central de la wavelet\n",
|
|
"\n",
|
|
"# Convertimos rango de frecuencia a escala\n",
|
|
"scales = fc / (np.linspace(f_min, f_max, num_scales) * (1/fs))\n",
|
|
"coef, freqs = pywt.cwt(fase, scales, 'cmor1.5-1.0', sampling_period=1/fs)\n",
|
|
"\n",
|
|
"plt.figure(figsize=(10, 6))\n",
|
|
"plt.imshow(np.abs(coef), extent=[t[0], t[-1], freqs[-1], freqs[0]],\n",
|
|
" cmap='turbo', aspect='auto')\n",
|
|
"plt.title('Análisis Wavelet (CWT - PyWavelets)')\n",
|
|
"plt.ylabel('Frecuencia [Hz]')\n",
|
|
"plt.xlabel('Tiempo [s]')\n",
|
|
"plt.colorbar(label='Magnitud |CWT|')\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Analisis de los modos "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"for i in range(num_imfs_to_keep):\n",
|
|
" denoised_signal = IMFs[i]\n",
|
|
"\n",
|
|
"\n",
|
|
" plt.figure(figsize=(10, 6))\n",
|
|
" plt.plot(denoised_signal)\n",
|
|
"\n",
|
|
" plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"denoised_signal = IMFs[1]\n",
|
|
"plt.figure(figsize=(10, 6))\n",
|
|
"plt.plot(denoised_signal)\n",
|
|
"plt.xlim([1000, 13000])\n",
|
|
"\n",
|
|
"denoised_signal = IMFs[1]\n",
|
|
"plt.figure(figsize=(10, 6))\n",
|
|
"plt.plot(denoised_signal)\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Analisis de short time\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 180,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"C:\\Users\\Bruno\\AppData\\Local\\Temp\\ipykernel_13980\\2180263347.py:17: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n",
|
|
" Resultado[0] = Angulo\n",
|
|
"C:\\Users\\Bruno\\AppData\\Local\\Temp\\ipykernel_13980\\2180263347.py:27: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n",
|
|
" Resultado[i] = Desfasaje + Angulo\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
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wTACwv/zlL+6xzs5Odt1117EJEyawQYMGsR49erC+ffuy1tZW9tvf/ta3LN+LzFJw0bXhEbcU/IQTTmAHHXSQtDyCyAOHMc6UfYIgrOXWW2/FqaeeimeeeabmX+Vw3nnnYfbs2Vi7dq1wom9RGT9+PHbYYYfQu51spr29HUOHDsUdd9xBnhvCamjODUEQVvDZZ5/5fn/wwQf4/e9/j4MOOqjmDBsAuOyyy3DnnXfirbfeylsVaa699lrsueeeZNgQ1kNzbgiCsILW1lYccsghGDFiBNasWYPf/e536OzsxIUXXpi3akYYM2YMNmzYkLcaSlx++eV5q0AQUpBxQxCEFRxxxBG4++67cdNNN8FxHIwcORK/+93vcPDBB+etGkEQBSPXOTc33ngjbrzxRneZ6O67746LLrrIXcrK46677sKFF16If/3rXxg+fDh++ctfuvt6EARBEARB5DrnZtCgQbj88svx7LPPYtmyZRg3bhyOPvpovPzyy9zwS5YswYknnojTTjsNzz//PCZNmoRJkybFbj5GEARBEET9YN1qqX79+uHKK6/EaaedFjp3wgknYN26dbj//vvdY/vvvz/22WcfzJo1K0s1CYIgCIKwFGvm3GzevBl33XUX1q1bx32BHgAsXboU06dP9x2bMGEC5s2bJ5S7fv16386upVIJH374IbbZZht68RtBEARBFATGGD755BPssMMOaGiIHnjK3bh58cUX0drais8//xx9+vTBPffcg912240btr29HQMGDPAdGzBgANrb24Xy29raMHPmTK06EwRBEASRD2+//TYGDRoUGSZ342aXXXbB8uXL0dHRgbvvvhtTpkzB4sWLhQaOKjNmzPB5ezo6OjBkyBAc5HwN3Z0eWtLIHbtGFvODyoEgiDjIY1+lYGWxiW3Ek+x+9O3bNzZs7sZNz5493ZfBjRo1Cs888wyuu+46zJ49OxS2paUFa9as8R1bs2YNWlpahPIbGxvR2NgYOt7D6ZmZcWN8WpMN9dMGw8JIOejLl7eICtamEERBKMCNRTd/LKIpIw4cgInPe7Fuh+JSqRR6+3GF1tZWLFiwwHds/vz5wjk6UbAM/4MDMx/xq4qUPj5dk35M5THjsgh/9OE41Q9BECYw1Q5obOdM65jlx1B7HtmfSpKr52bGjBmYOHEihgwZgk8++QRz587FokWL8MgjjwAAJk+ejIEDB6KtrQ0AcO6552Ls2LG4+uqrceSRR+KOO+7AsmXLcNNNN+WZDfMIr6eeXjLTvtaYh0eUC1PpEQRhH4ZbszTNifGGNmUCNfbQlatx8+6772Ly5MlYvXo1mpubsddee+GRRx7BV77yFQDAqlWrfDOiDzjgAMydOxc//elPccEFF2D48OGYN28e9thjj7yykA28SmdDn23DUJQQm3UjCMIMwfveph7bJl3KWKiSLqzb58Y0nZ2daG5uxiENx9TGhGINl48nIbM6X1/VjyCIIpPBmLKoRUydcg2Mh29iG7GodA86OjrQ1NQUGTb3CcV54ZT/ywpzNmT6PGgrhUR5NHUNyGgiiPrFULuio1mJMTKM9UqGmsQs94tT6bPr1ripTu6qYtSJlaXRnJc3JK8HA/L+EAThQ6JNyM2TkWN7ZSDPKpN8VUhrNNWtccOY2sxr/QpwjiW5lvXQscdmUabgLCwnm6cHEHUPY6yGd3F38msS8izS2P7CnuvNczaoOCDq1rjJHW2ThPmV0Wu4GR1+K4xx5S2DFDpHRVUtZnvaEYIIUbuGDVC9kTPKY02XpYCcZxyQcWMTDrQ9TTi6OvMAoY3oTN6zymrLRkhR0HXYRhGEnVh8M4ZUs+khULHcLC7mKMi4sQ3ZiqR0r+irndwHEGu8N7IGnS36EgSRHJn7OKeemTvtwEIrwUKVdEHGjW0Y7Xc1LBsPiOB6b6ywHWhTP4KobSzumUOLVRBqPPXYOimF6BxmtwwybmxD09AUb7K0jrk3kTekcQ8OGSYEQVTQsi5bgwwOwYfAULJ60jXVzhfdsAHq2LjRsc+NzfsfhvNWeR9IkbF1q2aCqD0Ys20kJavJv8VJQLoPU03SwM6uWh6uaZ+beFRfwsXFphvfBkMrl/IoJ2pD/gmihrDLsAH0rbbIO2M5tFWRw0+c8jBQRDq2XinMizPzJKsdirPz7uR4w1phWNi90zF3rhJBEJqRuLHybK5svPFtaL49RG1BQJ4bCbR4bmQw1udqXN7t+Z5IXRvuVysMLDE2tmkEUXsYbgdS38h2t1NKGGrUovpl8tzUGtzrqXPcNkNyecdWDTUoBEFEYLg1S9OUZNLQpkikxh7AyLgpArbOo7XaW2KzbgRBmMHmd5rYpEsZC1XSBRk3RaVSKTUYGIknxqf20JIBQhCESTS3MamGYuJ1EYVIbYPU4bh43Ro3WU0ormBuYrGO5XUaUcqn3ZOACYIoKtnsX5MYgbFhrEcy1CRm/f4xmlCcAi2TjA3sEaCuQ04dfF4PCOQFIgjCRbI9yM2jkWN7pTHPwod2C/bEqVvjxuhqqbjrotP4qddOvV7zTRAEkYaotlPV8DHmIOPrSKulbEfrBOGqMGNbcYvI1cDIYUlmTBSGuhzaJoiC4blJs2jCitQoaBt20yQnBWTc2IKGd0rxDRm9w2yVr9wXZpoglfq6JxOmOk0QhBYKcKf5VCyCl1lQpgUoahFk3NiESkWSvl/0vkRNKM26YSLb9CEIQg82LFqIgTv1wEJLwUKVdEHGja0Y65s1Cmao3hyO55gV0KZ+BFH7FKN3ZkDoATC9raMh73FNYTGKlwsZN3WAdy6O1jk4XFGmDAcySAiCCKK7XTDTm4ekavDiiCbXpm7jC2zQeKlb40bXPjfZvRgzOY7PrWK/vnzIE0MQWcKYbSMpGSljVZ7FKPdfssEN7SSoo7+lfW4k0LYU3IYbwSYDK4/ysCj7BFEr2GXYAFpv9Nwzl0OjFZWktzwyXt5tSkbdGjdZ7FCcnVcnxxvVCsPKdP7T5VG4z1Xe7StB1AyKN1MezZbNN7wNzTjidzwmz40ERjfxq2Ds7QJ69XaXdyeJbNP9aoWhFcbmNo0gaoOM7n3D75YqDIYatbg+mTw3tUboeuqtWJn3vbm8Z6uGGhaCIAQYbs3SNCOZNLQ0mbgCGTdFwNDefKmx1FPShc26EQRhhuB9b1NvbZMuZSxUSRdk3BQVb6U0YGR4t7CR0iFRImSAEARhkgzaGOkhmrghF4F4JWV4AmrYgomgbo2bLCYUBzE3wVh/PlJJlM6nsUlJhuQSBFEsMmjjkzY3AaPDmKam3g+dg9FEE4pTomWisc43fydKP8cOPq8HBfIEEQThQ6JNyM2zkVN7pSm/wod1C/bDAerYuDG+Wkp0fXQbPfXYoddjngmC0EudDtdEtp8qZZLDfji0WspmtE8OrgoMXnijw265Ghi68qWQh5ig3tP12mYSRDEo36CZbUNWoAZBR5lYkl0ybmxA00snw8aMpruX+b86DjIeYssskpiY/FpyPxNEHVCAu82nou2e5tps3Mi4sQmVSiR1v2iqlbI7c9NwEUEQxlFpZ3LqmbnTDyy0EixUSRdk3NiKUTtBo0fH2ptDZdITQRDFxNoGyAcDfA9/6e0cTfmOfN+UniTygowbW3GgzRNibFuroCBNw2thyCAhCIKH7uFnMz06X2rytEQTa1PPsyy4QeOlbo0bnfvc2L5/jZOlcWAkKd+OhSYSIAgiAGM2jqRYp1AuSPVdSYrK0E6Cuvpa2udGAq1LwfO832yb52K8LAIJ2JZ/gqgR7DNsAK0PN7ln0HDbpSrecXJZ3m1KTt0aN6Z3KDbnzQmS4w1qhWGRVf6T51XXthIEQYhIcCNl2XwV4UbPuTmX2fGYPDcS5LaJX1o0GBTa9hG08X61wuDyU4R2jSCKjYH7XuuNa1+7lBhDDZpMf0yem1qBex3TVywr+tpM5ynVUMNCEAQHA62a7mYj04Y3QWJWdAz6IOPGZqIqmw39tYVekio260YQhF6MvVNbIzbpUsZClXRBxk1RCW1GrLczr0iLrPv0TiyCIKwmg3ZGepgm6p1JAtHKygQF1LD1EgMZN1mjbf88s++RSiVNynAxNinJkFyCIIpHBp17mianbHyYm6JZv/vh1K1xE7daKvVkY8NeUqnKmZd3JNel8TmmTRCEZUg2CLl5OMw2WMJcpc2uwf4tqm+j1VIS5LJaikHjUqWKzDrszesxzwRB6KOOh2sAiNtQ2XIxWHxR/TKtlrIVFYMngVDvhTe5h0+IzI0Nu5Zo8rJf720nQdiLk4+HtwiNgslyyTj7ZNzkjcY3Czg6hXnxiuJV0CwqrXJ2smu9itBmEUTtUIAbjquijR7n/D01pmjIM/G2tjZ86UtfQt++fdG/f39MmjQJK1asiIxz6623wnEc36dXr14ZaWwYR+GjVVjMx/F8osJVvFAmPgRBEAAK0XBwVdHYJmtr2yWDFpBcjZvFixdj6tSpePrppzF//nxs3LgRhx9+ONatWxcZr6mpCatXr3Y/b731VkYaZ4jxe1aDxcGC322iRu5QgiAiKEavzNC1cokxDe2udsXMJpEXuQ5LPfzww77ft956K/r3749nn30WBx98sDCe4zhoaWkxrV6+VO5Lm163YERIHDVypxEEYQDN7YOhMWYn4pcqokm19bC8WwWr5tx0dHQAAPr16xcZbu3atdhxxx1RKpUwcuRIXHbZZdh9992V0tL94kxzL8pMr2MmddY33UdnWZjSnowmgoiCMVvnkxlUKpNmwZNIggI2tljEUN5lXogpLUsh79YYN6VSCeeddx4OPPBA7LHHHsJwu+yyC2655Rbstdde6OjowFVXXYUDDjgAL7/8MgYNGhQKv379eqxfv9793dnZCcDAUvA8GgHrhoLKZFUWtuafIGoAOw0bQFsvbEUGLWvDDJSJzn62kEvBp06dipdeeglPPvlkZLjW1la0tra6vw844ACMGDECs2fPxs9//vNQ+La2NsycOTN0XLfnxos5L06QnG/O3I2LrPOvnl+ZIrKijSWIQpLi5smsmS7QDZ5Tky7r3Smc52batGm4//778cQTT3C9L1H06NED++67L15//XXu+RkzZmD69Onu787OTgwePFi/58aL5SMp2l7dYOs9m8DokomRJLtFatcIoniY7I113bx5PwRqxFCDJtsXF8ZzwxjDOeecg3vuuQeLFi3C0KFDlWVs3rwZL774Io444gju+cbGRjQ2NqZVNR+M2V66KmhKOZnNU4pPh2wQgigyFt/BleYnMxVTJGRxMaqSq3EzdepUzJ07F/feey/69u2L9vZ2AEBzczN69+4NAJg8eTIGDhyItrY2AMDPfvYz7L///th5553x8ccf48orr8Rbb72F008/Pbd8GCOqotnwMJD7sFQUNutGEIReRPe7Tb21TbqUsVAlXeRq3Nx4440AgEMOOcR3fM6cOTjllFMAAKtWrUJDQ3U7no8++ghnnHEG2tvbsfXWW2PUqFFYsmQJdtttt6zUtgNepdRobHglCet/0hvDaqOIIIjaIYO2RnqoRqyLue06ath6icFh2c1+tYLOzk40NzfjkIZj0N3pkY8SGkqcN/aY6fuk4silWtVVVSYIIhaL2kQRBg0QI/1EjkW6iW3EotI96OjoQFNTU2RYKyYU54HMaiktE44NmeTSFTQv2zWXG8AhrxBBEB4U2oPcvBzm2ix+jsrppclvTv1a4VZL5YHR1VJe3J2GfYmHzyel3jrzessvQRD6qePhGhdeWypbLsb2EYxu3wuzWqquEFWGlH21eBpdRjdv5saG7nyl01+UfWo7CcI2PDdlHs9IRWgUirCyXhIybvLGQaoKJTZiMuq0M9uN2BohPorQXhFE7WDhDSetUpG8zg73a5Eg48YGklSe2PskXY1M3GlbM2xkix4EQehD9b7OoGeWVcnGJyELVdIFGTe2Yrxv1jRZOqXnyRzqG/kRBFE0itE7MwBgTIN9ozm/xtag5w8ZN7biTkRO3ymb20Mh8Fe7/UAGCUEQUWhuIwx5V8JSk6UjmlBb5OXdpqhb40b3izPNbReUXsdcdv3WUh6Wv6SLIIgcMNiiZdY0eBJSMKiMLRQx9aofzcYiLQWXQPtS8DwsX2vmt3DIojxszj9BEIbQ2W7b4LKwrB3TWCa6t1uhpeAS6PbcVMh2w+ccb0wrDItcLEr5kEXYP4wgCk3al/fq0UJIEW/sjJt2Fe8OeW4kMLaJXwFGUrz5Tmzg2X7PKlgWKkWrku0itmsEUSxs35jFhodAjRho1FT6YfLc1AqmxkH9k2PMJCJLouRlIsmvliIbhCCKjqV3sc7d6JWp0QdXSci4sZmoSqbNJknzfpG8DCMZnWvsiYkgiAjEe7Xbg026lLFQJV2QcWMDWvthPcKCdgvXG2lk80FdqChHhhBBFAMLe+OUOxSbe4WLhABTY/IWQMZNXmjqT4NjkLomSSe6sXKdZEwGCkHUPmnuc0uWUQcaV1Nz87TviVMRVxAjp26NG9nVUqknHRv2lkpV1KyMjlwrvfeleGToEAQRRKJdyGQVQDbtkzgnyfbY4UWXTFAKmb6MVktJYGy1VBDR6wkqry5ISz115PWUV4IgzEDLGKtIzT8IkLGnSTVMhbo1bjLFzIu7hSKM7WIZSjxrY8OudfZx2ac2lCBsonxD5vGMVJTGwN6N9pUh4yZPNLyTiW/IaHgfFUdE6P7MusKmypb+u7Yo7RVB1A4W3nRSKhXJ68zJkIXFHgcZNzagfdWRhvdRpRFhxfCRDToQBKEX5dm7RrTwIauSrU9DlqqVFjJubMZ4/6xtyZaFmPFoEQRhI3b30F1TLNO2Pxmu9rK7OKUg48Zm3GEr3S8f84tPjbENj8kYIQhCBhOv0tHXw/MlqcnXvrQ7mRqFoW6NGxMvzjT30kzdr403iM/QsfRJhYwmgqgBDPfKWXrOJQwpYwtFTL3mx8AwHC0Fl8DIUvA8LWAr5rkEyLI8bMw/QRAGSXjPWzn3JcP2K6P8m9hqhZaCS1Asz40MOd+wuRsXmVpSZsTZ2OYShLWk3Gk3L/I2rvLOfyrIcxNLoTw32vvSLoF6jLuycjZ2zLbPVapgY9kRhPWY7qU13pg+UYW2LvwIi8jUEBp5bmoDU2OhOjbY0YmSGmne9JYuv2SDEIStWH536tqRXokUCVpenDKQcWMzURVMi12SsgbnMhQlqzODNcYbQRCGMfwSPy3YpEsZC1XSBRk3NqC9D7Z0h+JMbQ0VI4ggiGJgYW8srVK4rRE9H6afliMpQHoDwsSK5AYZN3mi5d1SYSE65tIkvrly8eaQgUIQ9UGae92ipdTlBtbU3GLte+IUcNFD3Ro3KqulUk88NugxjcxDHoYGLf8miJqAMWZkr5L8MOYmSYDZtiuUI115NNSXyfbFtM+NBEZWS/ET4qPzfqrXTr5yw9Zr/gnCILVl2HCo9fx5UWkjo8olY09T0nBAHRs3mSGqDNpe6+QXZGwXy1DCNhkUGpe0y4aWDF5P7SdBWE1eN2OdNwI6c68ii4ybvND0PqawMaPH6Ah23qknE+sicfb0GmN13l7lg61lbpOdrx3LCt0ydQAJlax6EIyhhho2Mm5sIEl9Et4veipn6jpuxQ1tgw6ENtJscZREBmEfqtcvg75aesFRDRkORYCMG5vJpCE2NFnaCoy9rpwoKtS/EERdQMaNzWh9w7ZHlCCJRBjb7JiMkbqiLoyOushkzWCVp8Xchjg1S90aNyZenAmYfHmmPl3N3A66812QF3UReqiLy2LqfSomO7j67TwzH1mPKuqCGTHmDENaCh6LsaXgedbBPOe52HDvWTHPhygONlRaDRh7nqqR8ikKubx/ygzmHvLlqVvjRju5Xcv8KxEAS9Qw/jIu/TDPF+pMMoTKOhZGdZKwCxWjiYwbXeQ2ihKfsKlXNPiUs7UNtHWuUkiQrQVYq1hq7KpCxkdtUQPV0mSVpH1uagGNlZxvyGh5sZW+PjmROjKR9M14pm6kQFCnT1gGVclsIePGVuJuhNR9tSbPTa5PGjLDUDXwKEQQBEEoQcaNDRjpf9MJlVp5qGIfZW5jyChHhk+hSPXom8VL3oh6JHG1pOXdRiHjJm9S76Gn+dX2lfip+pEsjQYyUOqGVPUq60lxqV+TTBSExNXSlBFjyGgqWpWsW+NGZZ8bLUvG83hVfF7L8bK8C2rFtqGVKQYp4D4wFizvZoxRlSwihi6auSqpoi/tcxOLsX1uwgmFMVH3LNhXgEgB9SIGibo36qzcFdqJOiuZ7KGRUgBqy7tpKbhNGFuoZGp5d0JyM6505lljHoysGyfUoIIXQkWTD1TukcT1YSp9HBk3eaChgnMvcp57umQ6FFUALxU1Yvoh7xZhIVa9g4pwIeOmSGjY0E8WLZJye89WAYwfQh2V+kQdDpERskMlZARlCxk3NpNZH50wIWttiGAjYq2iBEEQ9lBD9ldDnom3tbXhS1/6Evr27Yv+/ftj0qRJWLFiRWy8u+66C7vuuit69eqFPffcEw8++GAG2uaAE/iAafkE/9Onny705LP6IazHcfR+EkN1iOjCcRytH+vg3jdF+MiRq3GzePFiTJ06FU8//TTmz5+PjRs34vDDD8e6deuEcZYsWYITTzwRp512Gp5//nlMmjQJkyZNwksvvaSUtmPwP+19s9u+6qkcIX0zrnTx5HtTEDnAmKEPFD+O4KMqJ6OPsXuF7hnGmLkP8q86pvJmCw6zSJv33nsP/fv3x+LFi3HwwQdzw5xwwglYt24d7r//fvfY/vvvj3322QezZs2KTaOzsxPNzc04tNux6FaLo3L2XM58qPf8E4rUdwcuxEZPg27qIY9RFDD/m7EJCzfdjY6ODjQ1NUWGzdVzE6SjowMA0K9fP2GYpUuX4rDDDvMdmzBhApYuXcoNv379enR2dvo+AKyyMFMRfFKtd7QPU2QEXbuMIc9EJJY9hWsh5JTK3M1mFzxPZ/7+JMGnorJ8OVrjuiiVSjjvvPNw4IEHYo899hCGa29vx4ABA3zHBgwYgPb2dm74trY2zJw5M3RcZYdifRio4DIdN69CpO3wC9LwFaaBLoIBVlMUpF5EYbjO1FyNlLnk2jNdsFKUvi34+TLdjKmIt8a4mTp1Kl566SU8+eSTWuXOmDED06dPd393dnZi8ODBWtOQR+XSaGx8eTXOsk5fWRtZ/b15tyzPhEHIWKwPrL/M1TYnt01WEyVrfcHGYoVxM23aNNx///144oknMGjQoMiwLS0tWLNmje/YmjVr0NLSwg3f2NiIxsbG8AnrvdIxyqXtqDU0/rl6ReL0r+hGBg1B1C5xt7dNbbxNurhYqZQWcp1zwxjDtGnTcM899+Dxxx/H0KFDY+O0trZiwYIFvmPz589Ha2urKTWzQ2kIMsNVDoJh49ByR/OayGN0uTBhFbHXtiBzIAg5CrDYK34VLWe+S6LVfUhZpQs6X0iCXD03U6dOxdy5c3Hvvfeib9++7ryZ5uZm9O7dGwAwefJkDBw4EG1tbQCAc889F2PHjsXVV1+NI488EnfccQeWLVuGm266STH1LGp/fKXQ41jgCYnLm0LCssVU6VS03QsxgsgrQwAK9UD3/S5KN2U6ZHdHk/a2z6B8pfcP0/2QRVXSJVfj5sYbbwQAHHLIIb7jc+bMwSmnnAIAWLVqFRoaqg6mAw44AHPnzsVPf/pTXHDBBRg+fDjmzZsXOQlZB1reIJ7EBnHjqqafZ8efUdq1NCmaMfImGcVE2Rq6XqaqpWL9YozVZpUUGgA5ZDarJqiSTsI8ivu/dGVmssit2ucmCyr73BzS7Rvo7vQwkALz/QnhvZi5lbzGhFOLyrgQYpOrq9uBAFDM59KMqEXrphbzpBtLy2gT24hFm/+f1D43VkwozgNzg1IOACYUnt6UTGJBG+ywnbTiRXob0lnjaB1RK9TpRbe0AzNOXs/zRSrvrMooUCZxJVTIpeC1hfgShOu3aiUyZjWpk6PTr84cjgRQRw4WmzJq031mU7lUdSmSzZKYAmaSjJvMSdFYREaVqXyaGyqJCm/MCJFdCk7UDiqXtHhtsQeb6q5NBWlTBajqIr/llk1l6cFWvVIiZdwce+yxyoJnzZqF/v37K8erTRI2VqnaOMXICdLSMsnaFLR5X31Dl7y+KEQH7c7qzVWLEJX2sRBlKI+UcTNv3jwcf/zx7vLsOObOnYu1a9eScePC23cjQTTAXEedoF5zd9xMqR8NN9UpVrSrgrrHrFCOiMJAu6Hd08ICX/I2JvJO3zDSw1K//vWvpY2Vu+++O7FCtYK5TjpthTRtPKTdUMHQjF8ymuzGistT2419Mqy4MPFo76idDHKec1tsqE20ZfhNyrhZuHBh5Ju6gzz00EMYOHBgYqUyobxcytjqJe4FVkjMWL1PqZeseGObEyYkyQ3HhD8IgjCGwr1qrB9NsymZYhKpxVpgTHhnARgafusymuRlShk3Y8eOVVLioIMOUgqfB5WdrtMjWgsdId1oP5ljJ1xr/b/PUDNsFBKEZXRt4pdHx5n0IVBRV+WsGdoaWccDdt4GEjcPCTMWUqXrAGNMaURE+d1S48aNw8yZM0PHP/roI4wbN05VXG6ovJ4k/iPznye8I/lJrYvufHI+zPNJJINFfPToKH6Pi+Snht63QhCy2DK8IE/Uvcr5cO91g5hsiFOjWHaCdlDcnznyn6i+UyFHykvBFy1ahBdffBHPP/88br/9dmy55ZYAgA0bNmDx4sWq4uqALFdKZdjhGmgIlCXKr8FUj0MQhP0UwQAr65ivpglST6SwPdcj0VvBH3vsMbS3t2P//ffHv/71L80q1RoJzexElnpmZj7gOKlsfS1+ENk3fmf1ZEYQRLbEel0twKguKdv81N2Egb5FE4mMm+233x6LFy/GnnvuiS996UtYtGiRZrVqHUFt0m4JaDIjBNH5LkVLqnvcmB9BEMVEelw/v/s8fngcmka5UwqQ6msMPygbQnlYqjIO29jYiLlz5+LSSy/FV7/6VfzoRz/SrlxtEF/p9Bn1QUFxlU92WEclad0VPkJHW57MCILIjrT3fSKjRy1OpIbGbAJRqukSVFsUb4/Bo2zcBGcr//SnP8WIESMwZcoUbUrZipYdeXkiZOuD8k2dYecfzEMWhoeOJzMykAiCS36rpTSgXW+N7YRXVCblm053Jnpw5aounxZ3E1iNKBs3K1euxLbbbus79o1vfAO77LILnn32WW2KmSaZI0/aChEbMSEjQEURHZXB0E0aQqGssoKblBMXgCDqEmsNG1v1EhKhL4s+nR8SSsU1lzEi1JwFjlSSXpSNmx133JF7fI899sAee+yhKi43zI4YOlzh+bxawGCajg7xvKtgSOfYC14OQN4cgrAXlftTyRAybGVoF2+lVVQl7mFSoH5UrlRyLG3cyL48809/+pNC8vUF/0lIx1BXDp2xBQYAvYeKIIhIlNqIZO1JrIfLmKfJ1EOgrL52G1fSxk1zc7Pv99y5c3HUUUehb9++2pWqbVJUSGHUHIaAFG5YY0ZInA5k/BBEfZLh0FVsK1Nuh8wO86WUnSh6Jed2GjkOS9jz9O3bFy+88AKGDRumWyejdHZ2orm5GYd2+wa6Oz0yTNmEUaM5onLwAhkPZOgQRO1j8Xyc7OYwpUgncdRs8raJbcTCzf8PHR0daGpqigyrPOeGSApvJnHSqHnNSQkG90TQoBMNMxEEkQrDbUgqA6Wim3EjR6IMUutgrxFZgYwbg5jrrNNUrAyGiJImIX3DqbqYyGgiiJrGiMEQlqmlJfEtBdchMApBAqkzwhdg0wq7+jVuPMul0vd9AgFJJhAb74dFlc/QHj42CIydm5ORHgRBSCLRSRrvR9NsShaBEb0zMioSL+9OuZFggujSxs19993n+10qlbBgwQK89NJLvuNf//rX1bXIgcoO2BokqZ/LpK+kDlma2I2cowJQORO1Sb5bsHDuq8y9AobSM1KwhgwxmWSkktSzkaDKaIj0hOKGhvjXUDmOg82bN0snngdFmVCsZyTFcMerVbxpXZPJT7lPFUFkj0VDA4XG1nK0VC/TOw4DhiYUl0ql1IrVJwn3TsgwrWRJmUlLWaqsHr45QSpbhBOFxNIOgNBMIa6z4/lXA4nnNGYWyQrqd85NZiTcuC/ROy8z3O/GcexY3SRq3IK62aArQRQMmyaIFpesVkklwUad9BA/1oSu+TYbN26UFvrggw/is88+S6xU7cN7dbxTfc+UzEeaVJEjRTiO4/9wcpUbjhP9IWoHwfVljHE/BGEcUZvDGP+TG9o6GuuQ8twcc8wxaG9vx3bbbScl9Fvf+haWL19euA3+zCBXQczNsUnkAlIToR5QAdGk7GLfeIRGBHXBrY2ajVkz60FARndW5FnOptI2VimLi5RxwxjDKaecgsbGRimhn3/+eSqlbEbLrryJbJCk6WZpBGSYVtJGwlKjiDFWf0MABc2vktYqeRTVzZTllCp2Qa9RsbB1eTlgzGrKoFpJGTdTpkxREnrSSSfFzmTOm+RON5mrEiOZt1lxrDIFePlasCG0cd8bHY11pBoJa1WtdyK1nj8Rxt5graBCirh1etUyJuoK5X0FMvY0aYwnZdzMmTMnoSb2YnbqBWdny6hGzvhu3Dl5K3TkKy/dLfXwWIlNhotNuthCTJlQiWUBlbKfmPIQnpYvR1otlRHcJ3Md/adUJ1wAr4+ImIZZ2wRRMmaSY6DsEnuyinwdY/OctEySRetKkjplH1QcmjDvuiHjJk9UbxRew23MbtHbSagt8MqhgwoNqRW4k8waAx1g2tK3e5jPZt2ISGiMrzDUsXGT9WLlFHeFG1XZGkqepkTnYGxZLdfLlbGx4Thk4MRhtQFhM6w4ZVcQNQkiSB0bN1nDm0WcMCqgteP1SlJpy0JPxyl0smL/ERt0KBIGyyu158WrWy0u/SXqAFrfnYa6NW6y2svNuHdDg/wMd6eJUEJjZyZznEiPlhuIL0PrVasI017RJQQau/2z6uCoI80PKvswhicUr1u3DosXL8aqVauwYcMG37nvf//7SUTmip798/JakWTBEE6FPF/JIBpGMrZpVq0ZTUlXL6Qlrhxt3QMko45HkIx4v62Ue+JQf0rUCMrGzfPPP48jjjgCn376KdatW4d+/frh/fffxxZbbIH+/fsXxrhJtM9N1h2axR2oFcNIQbKcJ5PwRZyAoN7lvolfTB4Sz/vykCiqStkKLQEDVN5BohInQQGoN1LqaQCo6MYCXi4ydoiiomzcnH/++TjqqKMwa9YsNDc34+mnn0aPHj1w8skn49xzzzWhoz1kvTw1xe6mSTZBtp6MDSpZA061XLnhC9OLmFguojHvWovRwmuStQfNwmeYTCjM/WgIGx9eASW9lI2b5cuXY/bs2WhoaEC3bt2wfv16DBs2DFdccQWmTJmCY489VlVk7aNjC3bFNLgpaqiw1Qf4Li+Jkfk6Jm8sBdl13rz5MdrY67zeOvVMvSBdixY+su5z6vUmsLVzJ6RRNm569OiBhoaul4n3798fq1atwogRI9Dc3Iy3335bu4I1Sd7zc1Kk723rCvneWJlOmhq2MDJlYsPTbkVPG3Qp3t0Rgm4Ffdi991LtoWzc7LvvvnjmmWcwfPhwjB07FhdddBHef/99/P73v8cee+xhQsfaI6qSm2hNTC0bjzGWrJyXU8Fm3WykaA1zlnswEUQAU55zfmJUJ3koGzeXXXYZPvnkEwDAL37xC0yePBnf+973MHz4cNxyyy3aFSw8OU1CTrp3TRzC+SKcdK1eqSSrGxlBXWRZ5jZDHRQhgVQt0XnNDawULXqNVDZuRo8e7X7v378/Hn74Ya0KZUWa/Ylz80jYPF+kfCM5Hh2NlRLtiWMG6mDzw1jdS35NGQAn76G1Wq6TOjeatPAVKCK6VE2qL704M5ZU80Xy2prfpj1tsjBiYtLVTlwDUevGT03mr4Y7RylSzq/L27jQWSfzzksUtvQnGdCV1WT5VXEsSBk3I0eOxIIFC7D11ltj3333jZwY9dxzz0knniep3yylWDFq7e3VuWmR1Qsudexdw8Hi5rVGseN+sR6bO/4k8Ce9ZK1FF9aWrd3lwQulUpJSxs3RRx+NxsZGAMCkSZMUxNtL5it9dHldDHTuSfbEseV21XYNU5ajLeVRM9RdgdqaYVuMQ8Xysem1F7YUYRJk8mtp1XWY1Uta9NPZ2Ynm5mYc2uOb6O70yDZxC4aQ8pJp/W7QtqVPpMPSBrd4FKwgrfWSWLwU3Fa9OGxiG7Fw0/9DR0cHmpqaIsMqz7l55plnUCqVMGbMGN/xv/71r+jWrZtvwjHhIY/O0vD8FKN2cYrXGxBEoZ+W6500fW26t0+YxfgeTEl30E8XPVsDWD6tBlXRU6dO5W7W984772Dq1Kmq4uqHymvIdb2OnLH4j6woz0cFx3HCH0D5oysfqcgjTUJMkoqU+MP4HyIfkjZIocgKn9g2qOuTpppVVYxvY0Saps67lIJxJI6YKcqem3/84x8YOXJk6Pi+++6Lf/zjH1qUyoKsLosx74ZGz4apcpDWipZ2E0GynRCXZWIFI+/hYcXwUW2JhodKE6WRduKsEqI2UalswjKyGnJTSUXZc9PY2Ig1a9aEjq9evRrdu6vZSk888QSOOuoo7LDDDnAcB/PmzYsMv2jRIq63oL29XSldHgntff+HsdAnE3R7hVLqkstkbV7eg+Wi60MQhD6yujfz8goLyNXvoblN4/V9wg/k+9Q0KBs3hx9+OGbMmIGOjg732Mcff4wLLrgAX/nKV5RkrVu3DnvvvTduuOEGpXgrVqzA6tWr3U///v2V4gMJCzHr4ROZoae8b9hA2nUxP50MHqIOyOxONt2m2fSg4klbd2euhE1TACI+aRwGysNSV111FQ4++GDsuOOO2HfffQF0vSl8wIAB+P3vf68ka+LEiZg4caKqCujfvz+22mor5XipSXozJK00KukF0gimaOQ2LqeZ+U2Zc3o8Dci8IWoNx/NvxonqJarNyMrAKc9HzJS8jDezCUiHVDZuBg4ciL///e+4/fbb8cILL6B379449dRTceKJJ6JHj2yWVu+zzz5Yv3499thjD1xyySU48MADhWHXr1+P9evXu787OzuzUNFPCiMlaRqhFDUZBa6UsjxTrlWjHiBL5ygRCcnqgtSBUzJ3VMpYx3U31M6E5qAwlr2xwcubqg4F9konev3ClltuiTPPPFO3LrFsv/32mDVrFkaPHo3169fj5ptvxiGHHIK//vWv3EnOANDW1oaZM2dmrGkMeQzdaJqA7EopyzNihJgun3p/zUKtkZUrrbjtfP2S1ysGOMeMaWIyj3FtocXGT6JN/F577TUsXLgQ7777Lkqlku/cRRddlEwRx8E999yjvAPy2LFjMWTIEOGQGM9zM3jw4Hw28ZPBVMeq23NTxhHItXrujc26EeqE3ZSyAYlYLC4zmztWTrkxfwDe14SJGSwHy8p4E9uIhRvvNrOJ329/+1t873vfw7bbbouWlhaf+81xnMTGTVL2228/PPnkk8LzjY2N7qsjciGnOSKm5tyE5HA8Qix4XCc6yjOLYUIiO0KXyK4GORbLOpD8UCwHHbemSpIK10lWNT0ja/zUtCzPlm3/LKzDysbNpZdeil/84hf40Y9+ZEIfZZYvX47tt99eOV7auSK5eSYk082lqpUruNebo72UanVPnDzG5Osai8paWPdS6pj2VgHfA5ELWaiRw/3nvfJJUxfGq9SrLPKl0H6mMbpUYiobNx999BGOO+441Whc1q5di9dff939vXLlSixfvhz9+vXDkCFDMGPGDLzzzju47bbbAADXXnsthg4dit133x2ff/45br75Zjz++ON49NFHldNOvfTOcfKfO1Mhx4451+EnnWmr3nC6802GjUFsL1tTXs500R33nwyQTsfk/JLsktRuNOZaxSUTLwdLUy1V4iobN8cddxweffRRfPe731WNGmLZsmU49NBD3d/Tp08HAEyZMgW33norVq9ejVWrVrnnN2zYgP/6r//CO++8gy222AJ77bUXHnvsMZ8MWbSs8pHskLQaAHl7GAJUSiAXrXgrEnSiWV5Fmu1dbW1BpR2LDYa19K1maIJrhkVQW4YNIH3xFOZKiMpIaRRRdUJxW1sbrrnmGhx55JHYc889Q8u/v//976uIy5xc3wruRUfHaWqScA46pEGL8WhBPggPNnS4BF2HAImHVGqhHC3Ig8qEYmXjZujQoWJhjoM333xTRVzm5GrcWD5Px7RM5Rh5Gxx5p08kx4KGuCYoWjlarK9xzdLk3eJy82J0tdTKlSsTK1b3VCpQ1p2mieEbxzE33yZvoyLv9IkapRgdiBdrJhTLksnW7Amx0YCwUSdNJNrED+ia/7Jy5Up84QtfUH5hZt2jy8jJeViKuwtnkvRtMSZs0YPIrNE1Noe0hjuNXLClODO4rlQn9aD84sxPP/0Up512GrbYYgvsvvvu7oTfc845B5dffrl2BU3hZPgx9pIyTZU1pG9CWMKPsTcB2/zCUSIa1WuX8JoK71lb9A98smy3nKgCylwRS6A6mX+dlETZuJkxYwZeeOEFLFq0CL169XKPH3bYYbjzzjtVxVlF0s7Z92HJ32KaiLzfcutVBXa1Q6mNJlveJFwLmLoWtl4rQ/nR0kZxPtaVXxZQnazpOqk8njRv3jzceeed2H///eEdlth9993xxhtvqIrLDbcAlSIZNlTyTi8JHh1z09Zb4bMoM9ENliJtxhi07ChqJU5+lSOvIpWqC/Zcb+5DmAOqkwaTz5waqJMqzgJl4+a9995D//79Q8fXrVtXwzdCmST5S9PZyqbHqwReMck1iE0z0/YhD2MvkGaUBmnKubbvnUqpZZTHmi5LDnWWXT1kXCcBqpcZozwsNXr0aDzwwAPu70qjfPPNN6O1tVWfZrVCFi5LjhzH89GJz20ImB1bNTknJuH4eKS+NY2WK5qNasYc5Ymc68nzkXOx2k+B6qRV9VJDXgpQL5U9N5dddhkmTpyIf/zjH9i0aROuu+46/OMf/8CSJUuwePFiEzrWHll7IIIGTor0XUkemdrnFeU5tJRV+oXDYpc2TzUbn5ItVKnYUJ1MjYUq6ULZc3PQQQdh+fLl2LRpE/bcc088+uij6N+/P5YuXYpRo0aZ0LH2yGuymQYPSOgZgDNb3vRqgnQZyDn9wmLxo1pADQZwJvVn/LTLw7D4+qPYddKKelnDdTLRBjVf+MIX8Nvf/la3LrVLDh0mz5ui41YPyeB5cEwZaTrKUVU3MnbK6CgHU/UiIhVNdZEJ8p96k7safnI2T33Xya5kqF6KUDZuvC+y5DFkyJDEymSJDrs+883nFNLLum5mUhZpGoUo/SwwYBizxWudoRJW5FcOpc5CJV+iqpe6b0pfuPnfFV4yqiwFqpOAwnVWzZel9VIlvrJxs9NOO0VOUt28ebOqyFzQ4nlznGw7Rl6559gx57qzsM60LfDm2GHYANq7tNwzlkMdjUoyWB7GHAe68p339auQ4/2uHcvrJGBtvVSJr2zcPP/8877fGzduxPPPP49rrrkGv/jFL1TF5Ya2EdmYG0WrAWCBh8FLJee5aKVxknQkmuQGpeTdvOpBIhd5VtncOzEOdt3CNbgFAdVJZQpUJ416bvbee+/QsdGjR2OHHXbAlVdeiWOPPVZVZC5kNmdK54Zvhjar80pKcuvZcLtqKQ2DxqMNZaQfg3eQlk7AslY7DYY6xbgn4cK9ONP0NU99HahOxhFVJ416bkTssssueOaZZ3SJqz10d5wyFUsyzURVNGF+lGLluWTeMi+ZnRjs+NIWv9E+WYPwotkMhcH0itMUcalOZoqycdPZ2en7zRjD6tWrcckll2D48OHaFKs58ug4DbwmwCvb2JybvA2LvNMvDDYPttmkSxkLVao9qE4qYaFKulA2brbaaqvQmBhjDIMHD8Ydd9yhTbGaplJ+OjpRDTJ4EmTqPHdsVFGfXCcle7FFj0Jj06TPeF0MLQixc15F3WLTBHmqk1mibNw8/vjjvk6toaEB2223HXbeeWd0765tlMs4WW/xZKwT17BiS1c5JMpj2ptOlCYZKxli4E7SefkEdczY/W/sVq+/Dio52exfkxiqk8nSMzmh+JBDDlGNUigy8yTY1vlq0Mdb7XKf4GviprPtmlmDZLnk1jnndN20v9fNTD5q02iiOsmljuqksnHT1taGAQMG4Dvf+Y7v+C233IL33nsPP/rRj1IrlQXC1VJZvXMo7uLl/f4pGTw6GtE267ewx6FxEjdRB8TVBUuMiqgHuto0fOqYgtdJFeeD8rulZs+ejV133TV0fPfdd8esWbNUxeWIo/5xGgIfJ/6T9P0nCd4knvXrQbJKJ5wwE38MpsV7N0z4XTGEkLTvHKu194IVIc+8RsXEJ1M8bW9m+UvQ3+TxKUR+5VD23LS3t2P77bcPHd9uu+2wevVqVXEFJ6qgWXyQoJxENzlzDRxuUpobv4o0tWqWIj1TBksC7HimIUJY8rSZnoT5MGkcZFW0Knmw9XpHqmW74R3xkF1QlI2bwYMH46mnnsLQoUN9x5966inssMMO2hQrNjEVOVU9V4zMXdGUXL5PWlm2dgPE9NOobUOCRDp418vKRtlGnQqIyv2ZZT2IU8vGOmmjTppQNm7OOOMMnHfeedi4cSPGjRsHAFiwYAF++MMf4r/+67+0K2gMo64Hj2Buw6tJdhCZmz42iFe+XCPijssz6JlgJnvDmVyBllVahBmC18uKRrx4dSg7jRNen9hovBzkVBcCdTLT+UzCpGItMo1pZYuycfODH/wAH3zwAc4++2xs2LABANCrVy/86Ec/wowZM7QrWHiS7mmjFFwQmIXPqtU7R0kRppyCQibzMC7IoKkRHA29tEhAypbcko4gfxK2UkmH8kM4ykmnQYdho1QjGcwZ+JbWYYclHFNYu3YtXnnlFfTu3RvDhw9HY2Ojbt2M0NnZiebmZozreTy6Oz1SSOoqtnT9X7RRog+ThpU3mibFpcSo5qkAhpQV3oVapA7LVVPnaVXJqebJ4vvJ6lVohnTTkedNbCMe3/BHdHR0oKmpKTJs4l332tvb8eGHH+Lggw9GY2MjGGN2X7AA8pP0Oe4PbVTKK+hC56uQGRIOm/DpLAybFGlELvEP/FCpx7oMoQLdO8XDum7aPLr2rdJdLzOdAxNRBjnfbxWfgjV9ZgZ6SPlRYvRQqdXKxs0HH3yA448/HgsXLoTjOHjttdcwbNgwnHbaadh6661x9dVXq4rMBfkpN7LuSk53H3slOAG0GjI65uDwcTyRlUVIRzBpMKWUrfqaCc4xS5o1dWxpkImUSFzHIl5r23SOWs2aNTaVDUeXOO1UtFfe5+b8889Hjx49sGrVKmyxxRbu8RNOOAEPP/ywqrjc0LWcv/px1Jb6QxAgtI+NKK5MDiUKwP9VgWoMlR0KHERnrfphGnc/4F2xbEl8GW0kg/1qlOtULX8cx9CH09xY90mQLyPXofxfCn1SoatAbdAhQheZvlYWZc/No48+ikceeQSDBg3yHR8+fDjeeustVXH1g87+VKqOOtFpOn7jRJkU+XGjBhO2aE8bQoK0jWUEaa+aOc28iaRNJRMtU1IEHT0YrJO5ItuO6TBgagRl42bdunU+j02FDz/8sDCTis1RqRiciuitM0otd8gCSB7VJyLypIRsJ/n+NsZ3VTUon4ylKlYuty5jky4VbNQpjsKpHLw/LcqAjdffRp00oTws9eUvfxm33Xab+9txHJRKJVxxxRU49NBDtSpXTGQmTXk+OmQrjZ/FBKj8kZDl+P5TcPGW3bXGKKrsomP4lQreuhP30YZhN3xM4vRJ/ckAjdffyAC6qWEqy1H23FxxxRUYP348li1bhg0bNuCHP/whXn75ZXz44Yd46qmnTOhohAyrvkvqnXyz8BqUC8VJmJaaU6qcWJF2OCbPTRhRI6m58UxT8kVflZKb9pYUmzK2XG9FzGjN+DdP6sSyL2OVFJWNmz322AP//Oc/cf3116Nv375Yu3Ytjj32WEydOpX7zqkiovd1AhxZicWrXFqFRLhBkzbCVWHSGngbosRl44mYtmETXX/ucF6NGTs6OwUd95EmfdyltzqEpdHJ1ENDUqMpNp7hDqyYNogBCljOorpsiWGpZNxs3LgRX/3qVzFr1iz85Cc/MaVTJoRdfrXQSaU1aJKlp8MeMRRBryjuPRs4WETPjq7GyJJGzYWjT+Xq5OcJsauMuA9yHh0tU7eGyb1mqmN55VAybnr06IG///3vpnTJGYf7NTXS7sD0k3OVPI+pnRs6nsoTRNBmPKgYgvJ7L9t9u5cx1Sjl/ALLXIee8krb8g6GAArSKtQcyhOKTz75ZPzud78zoUuN4c66lfwknDDnmRzGn1ipd9JdxePlJPovwXRAweRSvnLqk1SlcOR1LwSmyiltWgn1sqLsNdY1s5OUiWwoXKtQcyjPudm0aRNuueUWPPbYYxg1ahS23HJL3/lrrrlGm3LFJa4TNig7CO/eColwok4KQqYY1DM1dGNqgrJp2TaQd0eZIn33igRWVhnVIUvvl8n0CEMYmcFLKKBs3Lz00ksYOXIkAOCf//yn75w1KxJyxztBVndnGFHGUmnp0sfxyXKgeyJ2DLWaVhZkeZ/m1CZ4r5iRdilrIyTnIT8iJcz9pwu6dsaRNm7efPNNDB06FAsXLjSpT+2R+Ik/QYcavF9YeMKvtlvKCUvzmzsJsM2IsE0fXVTylUUDm3en7DjlYdTkiGpBLt0TdYrFJHTZUtZK8vDFIj3nZvjw4Xjvvffc3yeccALWrFljRKksSDjDJfDRMXeB+T9unPAp5U9ZS+98l0i0pJeGZHONjG2qluG8h1zMKM3zkqycJ6Jh7pCoFkamZ2pek4Q8PW0bDaJYjQ33lgo62mvHUaqU0sZNcMjhwQcfxLp16+RTsgz5PjvwH/N+dGjihH/m1bqkTpMlE+EaR9oDR4vR1aRraGAcQK+nKAvjz4uJycg6KOdFU61JpUNWHZK/jSp/kPB5hTBIHZW0tsUE8kkqz7mpFeS7MY7xwcVf6vFtuyCAtnquIChRmix5VKmIhm54FvqSQpacjKhQvuqks6MzaVzw9LToqdG6uX+M5V8+wRVmeetDBKgDAycOzXVS2rjhvbOlyDeIcXs5qmiihnCcUEBO3DiiAzFOkKRXMnENcMI6KAbgwo1hoqNXkFmIuyTtvZx26KfAbYkUScsnslySl5msOjV+VaKp68zHYaBwZOqkCc8NYwynnHKK++bvzz//HN/97ndDS8H/9Kc/yadeU8R0xonaNo5MqTrlRKbpAICTssPXET2YF1uGMmRwnGLpyyMvg4KTrtaSZCxDYyllOqmeDgij6L69C3PJCqNoJNLGzZQpU3y/Tz75ZO3KFJ9KpeDcFd76onTThCyA5FF9IiJPSsh2ki/9Nm0UmJRfdIPGizcvWRo6WaygirpOWtNSuR9zStf6VOoDx0qjwUad9CBt3MyZM8ekHjWERHOQ2NDR5RmKl1MJEe0UT5iRNIYRYYa8DB1e+kHK+iTXKhDTVNWLKzfVdGu336kppI2WvJq8Wh/yFVC3E4rNETdckaKGe+QGpWirvk5XOmnkSeUw8f4/cYmT0cSlCA1cjI7Jr6yhOhHUV7j3SEL5rBK9ANfOVjIoOvk3z3HI4r7UXS/d6HbXy7o1buJWS+nzLOhcFeVwvmkQHgqerjVW8ufwbu40XihTE2Pdw8kmOueO1o37UsjIpT00lGhGKxLEnWe6fBXB3k2N7DXKqzAK7M2xvV4qvzhTJ0888QSOOuoo7LDDDnAcB/PmzYuNs2jRIowcORKNjY3YeeedceuttyZKm4U+/r1s9CBY7WSkQntzoxA01Vru4C5ACqJ5gSMjKQWWVZ8jLmIVm/vJdt8SraTdY4IlkOEtYG37XcjqmjbPCfIY/EjrKdJZJoz6h5XiP9ldr2B5ZoD3no5skHR9LCJJPZbOT7py4u7T5PnIkqtxs27dOuy999644YYbpMKvXLkSRx55JA499FAsX74c5513Hk4//XQ88sgjGrTx1HRduylK76zLDyq3hWi1oknfSmnS83bwFRWSkCQ9nQZEZIPGIaqTSHjzFY+EDVYuHZimDkn6PsxTzxpA2K6Z+JQxmQT3U4BrZboMtHQ+cuQ6LDVx4kRMnDhROvysWbMwdOhQXH311QCAESNG4Mknn8SvfvUrTJgwQS3x1I1SDIwpyE+oCGO+jj4kRfpekr/pGDxtD5IYOOo3uJLBYKoBiVj6bbmvxl50XSuT3jKd9cmYngXoNONQyULqcjTYRuSVdlKky1KxzC1oFAs152bp0qU47LDDfMcmTJiA8847Lx+FRJi00FVkJzGuYuRXQ4bDydtSBsvH5P4ztbC3TS3CuyY2Dg9S1VFDdAmV7sEU9UA1apxeWdTJrA1oG++zMoUybtrb2zFgwADfsQEDBqCzsxOfffYZevfuHYqzfv16rF+/3v3d2dnpOavrwgQuvPeCJ27QElSmyLS87lgNrSyvo8+q48/SwCBjpphUrptVjW/x6lKuGsskHnt9U+RAV+YDK0NTbzCpFD9hWomi2XSvFcy4SUJbWxtmzpxpMIU4a10+aDCQlvkbpr0kwd9p0pONm5UHhQyb4mPrNbTK6Iogr/KTLR/Nw4ahVE1cp8B0AvXoCsPjSnZQUp3srMuFMm5aWlqwZs0a37E1a9agqamJ67UBgBkzZmD69Onu787OTgwePFjPvNRyJZO+vRwo3YxKFr5IbtbvDCq/gTmRTBVduUvIFXXV5Ua2tQMl7KVU4h+3yOhh0OBlSJx4xD1l0PMRSlXlgUuFihcngVyllFTa2sTtmCdenL4pr51K7EIZN62trXjwwQd9x+bPn4/W1lZhnMbGRvd9WF7cyds8dHdWJjo/i2U68JStxXr6hw9TyNQlJ+UTHVEgCnCduxYO5Djp20QZWVbu7gKNWkBQtr4alKQ+eeSqxM7VuFm7di1ef/119/fKlSuxfPly9OvXD0OGDMGMGTPwzjvv4LbbbgMAfPe738X111+PH/7wh/jOd76Dxx9/HH/84x/xwAMPKKcduVgqoRXu/hTJ073yQrfhoChTKqQFehqTKRFeatqAVweCsIk866TM/SirX46GklLKRTHoDMiU8RIWxnOzbNkyHHrooe7vyvDRlClTcOutt2L16tVYtWqVe37o0KF44IEHcP755+O6667DoEGDcPPNN6svA0eM50YV2Y4xpdGk1PlGhA2eSTzSaum8l8SuZaVE5GSSuSIJGXZEEJ11IsEwF38OiyUeqCKlIxlepkVVWifHanvXsRCdnZ1obm7Gob2OR3enpz7BNg+/xMlNko4G3bgSilyOhD2QsVRMsr5uGS7Pzmz+Upp0LPfybGIbsPDzP6KjowNNTU2RYQs158ZKdHZwecmKq3yCfUQS28WmjQJb9hkiiIKT24TirsTzS9uG9CuY0sN0/nIuPzJukqKrk8tDjuJcEVEV9TV8uufq2Apt5JcfGhpL0ZVLLdmWjrCWCN5nWZex6lBWmuXdomS8eujOf40vYCDjJglpOzfZ+ArzZgC98zuUZQU6/cgcpp17lDZcUsioyZe05c/bx0QTSnuPqFDDnQ+AfLwHNpRpQAdj9VKUPEcHrVhQxnVr3ESuliqT+7BLRAVJNZnX1P4tgvdcRUrJYkWELuNI15LveseChk83SfYrkcLU/lWQ7FBtuVZZTS6WQYcuGS2xjzxrog1LuTI4bhi0MKul8oRB0w7AWWKhZ0I5hs3zYSJfbaHoIi9a3dKNLZ2iLSR9/5XBclTapkAF2669TfqQLnzKusTVycLsc5M7JidqZTSUom0OgaXLupVIOh8mhV6izQotajb82NSgmaIe8hiB1knAtVCWKnNWipDfguqoQ2vy3BSJNK8cYEz+Yut+Y63s9uGyacTox4Q/pE7EBFfJhciIKUCDAyhuFGFMi0TkunLHJKF82ZRPm3QpY1KlVMP93q8alLSlvtuihyJk3JjAxqGXjN6TFN5ATypUQuFBKnmUkK/zEtXCCJSW9ivN/hrxQTKzy4q69NYEBVTZR05lrmXBh7ctpjqpDBk3JjA58VTXXA8d81M8IhiYQu8jc0Px5iiIT8nJZ/FBYlXhTJWu3fbBTyEawurYvQPfP0lFGcbuMjW3vkwTlqsHAL6X7dXiJoWZpicvn4wbHRh80WZqySa9SE7wh860ImbdJ75/Es7JEaaXUJ5VKBSmxqxKDTHlbEyJFyrlpFce6RbCoNWIqeyGRh7tWz2XCIvrR90aNzJLwaUoV7ZU7T4LfXFJraO7NE9JkeRpsSSSFDfLUkpAsMoposyVCHiwksLA7HxKjjLspMLxkSsy93FXTbgXh/tVMmrWT72hL8mi1zoWd6jSyOySysO2vOuey6mRujVuGBT7JNMeEFb54iZoLj0uWnpoSUmm5tzwEHiUeB2JWoXgyFKV4RXheMZSNJJV4xKV71zfLF3VQYOplA7D5SBV9RR1qNlJ3BWsyZ4liliihg7q1rhR9tzIvtk0sRFkepk0L0nd84HESfnTTSc/UUSpzQLjg1TFCAL7DitOgS1aw2JZx2dlR2yZTnZpo4EiZMiyOmAl0mVEc25yI7aBTThmKj8Ko9ChprnpstghOUU64WhRaTLu1/QUpFGzofE1+N4oJWwoCygaaganTVlSHMWm8PPyPJiqEAYWwpBxkwUaKrd0lVLc/jr3205p5ROr/B9LsLyi40RMzKilhilIza2k8CaVYd7SeBRziErkRR4TwrNP0hbq17hxnOys0DzeiyKZZiiUgnwtr6/gDpdFBJYevUmxY7Bvsl8dtw6q1HJZ5Z233NKv4WuaNVSUmVK/xg2hSPjODD8dS0wl1jT3RZxAEiFBY1Q+aE2Td4ceJKk+3jnjiVfSxl14zWVlW9kTYtJeKtuWd9cIZNyYQOIdR7m+tDNR2pr0Tfiah/hw6qpUkdSp6ENUueyTYixwIpF6iiAshHG3cUgzSVyvhzYx1L+aJ+t5LHViNJFxE4MxIyTL/WdEaRtNJqUwVQ9M6vtVoC8NUfEpSllkdP2Ee+KkuQ0cwTYGibcvCIgmapuiXWQpfWm1VCzS+9wkfdO0LDZNYFW9F7IsF1m4KqVZ2ZU8as0MYXHLQDZzWU9ajjpp4oKYnBQs0jd9PqSn1qVOSZGidciEPmQqJa2Wikdpn5skN5zEReCGUFomLZKiNEs3BaYaIt1DUXF6ytxU6rFqppnWs/12GBMFFNoMUxNCkSkKx5jxqzP/GVvoWhYpqCyjr5m7lAhQt8aN8dVSErJTpc4YhC8FzML7k4OHKT5JRZ0SZaEaiZrFlCiXv0SJO4kEx1MIQ6SCPmWZbbVcRh2VtknHNh21ZiDpyI+xMqFhqdpFarVRBpvzRaSRep5SVoaTKAtFnzhcs6h42IrS4VBdE6LFAW1+LyHZ9i7bvZcySstiw46MGxN4L7j2VxzEVKYsn1qCLw3NxGOUcWTqewpKygtncaOdKVka+uo7S0RElhCiYbRamqipm7J7ktWicWQQMm5ME6wkCRqLVJ4Qo5N+Dd8APN1TTfBNsPdNlg1ggeAtfbaWRDsfmMlfzQ1h6CTVyjbNlojEoXAYNZ3d0LJv1mb8uy5RjdL1kGxxfa5b48ZxHD0NjacSJDZCYuKl0lLxdQw6SZ0i7/qkeqeVBhkh7O7kaYTNLnLd3ypvlJ4tfJYOVxZfXHBjo7SKVPSRiKa4gJD5f4oDM98vriw1nLCuiVencq6T/4/ndPr+VrjlAoe6NW4YY2pPn1l4QEynYbph1fVKBtMI9/lJoLumIchClFuRoeLNB9/94T3u/pMY3raJEoGqB0WdsJIsb9DYANxg0Qv8YqyQREYKxyAJGlCJLk1ZSNlDHnKUp23jHEfpNq5b40bZcyPZIfLvJUMuPtXKIiM/TQctSkNnx216PlOcTANzmmQeCtNQ1/16XWdeAzqHHUKiFF0dgahh1USrVBPkQSqKpFwZZ5KszKSeGi1yBEJ0Nl4x9U0lqbo1bhg0tXsyHaKhfXKSEuPwTUxmo68yewjlNU8pQVzT5WbvqHgGWJZ5I3e15NYTmZNmSEjmOYwXkDvWo1rqjthO8oZJiFibCJmJk3O4X1ORZJsTTfWTPDdZY2LIx4TRxLjNgVni3rElEUZHOpnIoKGlmqFQV9JGwwZI55KUfgLrSiTWKaSkR1nxSBkqHtxKfBNemQhxiV80a2l9UqR+jZs0m/hxV/FIylLpALVPqE1hMHHiCb0jea7uCi5Pzyl9Il/SLhYw07wXsNPQ1dHpmtirFE0iYLrVGkqy+EWgYWpE2rBZydIihyYUmyGPTlsxnhGDQ0d8XTIk5cjNq9O0oJkMmkxQe/iuTBoVTGhNLNiIgNomcrKsSoetmrBAvrbhGYHXSKETN1YlefU/jSyb5EhCxo0KaSazBi9qqSQfNyKtaM9pdsaETxeTr7XgyE88v0bX5OQcl9vXFtH1JlHpevs3rdXSK8xMF1UTowN5b+XvhL5wzqWDJdDPSJX04NbIQJsUm56M517HDvgZVO66NW4cyFUsbseZtQcnohMW5YG7cimtEZBn580bFqt8SbsKTOcKqSTh0VXPCrPBmzE9DdSvXHVN9wAk3tFWTWw4upwAhvTDe1I4wh/lQ6kznDaAVlT2avFEShlc43wfqfbNiZYZ7Mdkd2mWCtVF3Ro30vvc5D2ck/Tt4hnrYDq+UbMqdqKf4oRxrzGY63tnUreIGWLK22dCtEFdZcNJqcAPZOxe0m6E6PD6pBehT3ZXhKjyj3I0qaaTNkjitBLIjve+x5ddkLo1btDQADgNyeLqmn8iIyeqweB0+kqT1lLuvyM9HKQhfa4EjZOzY/OSdAjLJm8M6ZIMq3V1An9kOracJqbmjNQDhAkvT6Ii1OhpURFk4HLrFOkoNL31a9wkWS2VZrww2CHKph/VkXI6fbeTTmM46dh0MK3hJpKRcBM9bqwMhpsyx6qVDRrlQLaRtLwzli0PRyGswTxbN1SauzopVsqqkFk+/X2anEMwz4sgnzYZN7IknemdxCBKOnnLO28jzdJ0mSXoMvvXyGJgzotUDNW5REmGp7I2iHSubADSy9I1ERGBOqVxJ1O+AAPeDZOdginZthk3quShv7eiOtyvyXG0SfLILPg1FlC3xo3S6xdUOwyVBj3CuFD2NiTZFydpB1yOl9gjknRoR9IjFCoJ1XITxVM1GvNsOIw8URZYZqpVNwXOt03y6gFRkdlalknbOMupW+NGiQSdqxCFiuQ9k2q5c5KN+2T0DBoRlQ30VG4O1SXxSYfSkhh+wXi2e21Mk5VxoOp91JWuYTn8hymFYSq9ASXF1UZHx0V1WkveZVFr7Ylh6te4STIsVYkXGYx5f6jrZaKTTmIQpIjjM8ri4jVETOpO4zWRWfota7iYuI6mSdoQq8SLunYm0jMRP0Md+DUivYcvZDTpnOeUd4dOVDF1LURtlZXXnubcpCNFR+cretU5HSnjKHt3MvAuOEBmxoEv/1E3Js+okb2RZT1NeXhuRHnIczjG4viZTJ7MI76meU5OkkUXRPHI2mjKiPo2bqLGRkPXRdAJ+hw1EhZwkpVIynGY/Ixe1Tje8OE/EXG8BSWbTnASc1wczjHdcRoUjBavgRNlL0eoooTIUEuzcWTSp7q8DCrJuNxQluucdVwG7YNcRD1hxGgiz008Tsw+N10uh67vzD0QGc6dgSLsSwTNhciQqvwKnmf8cL7AKvUqURz44sRH9XSWqvMHpPXzG4RKniwmY3wpGltSlp+BDkTHiqm4IcGkK9xkjKKkk7/j9PLE1TJZ34K4ThJvJUGYROMKyTTUr3FjimgXRjgAN3xXOPeUz4sDT2/IkRfhWQqnHXjS57f4vIMQd8mS8388BlpiI4SbnECWrMESCae8ZcKrRtOBriXhXnmAfqMpKDPNtgAeOdy5IknnpumOm8fcibzngBH1Y2Baks/6NW4cxD8yS48XeBoPWZlePQQyHW5HEBQTN3wQ+BFlVQd1YQFPky9uWYeSqNGMMkLiOrDYAxGHU1oSJvqArPsVnY1LUWUl8RxFGSF5zb3RbaQSRJ1Qv8aNRaTu+7jeDBUDIhyWN/JVXfhdGYZD1xyUoAifUVQ1+qpqeRvrKD1VS6bo4TVgozGiSU6ilTuVyfai01FxeSsfk07aTjLXTjWuSBZ5bcyisoozC8gYBlDXxo2E60a2Dwbn6Uo0xOMd9xcOsfDm0sQqkaIvDXs7kt4eXbaLN3ZAdiipkLvIYxfFzPOovGikOn4X1ESQbtTQhuh0AToIG5ZF65LBgSXxYjCPIS6LgneHCY4nnrDsNaJ0DAFSR6eHopRj1BBkUfKgifo1buJsG9n9anjnOMd4Epw42cHAcUEDQ1CRc1k4NoVUOFFY0cTiiKE1Lt7gwXAcAzLkCBJF9k1kjpscG5HBwNCclCEkce0CA4BqZLGnTZ4yvSTosE1qpCRbZaJl3F5NPiXkjbFC7FuTh45FKBcZiuilUyp7+bD1a9yUGLq6FInKIPPE7wtSHZKJ6CZDYeXl+sOLp6hIuJ5ShxWEF4blhI/z5EiHDQSIDVsOFFz6L7zZeGFFQct1iwXCCRof19BNu69JHGm3JdClS5rORHF1kfKQVNykZx3omqDtlVUhQqbS5H3HUXoLczVegjheVB74UpHgXtBJ1vZUVllUzVeaBSUR1K9x0+CU54tIPPWInvi9YbhBPK8n8IRjIbmeH6Lhp1CfHzMEg+BpQfikYQOGQ8jUirSVAielwwK+1pZbz53AVxZzU3tcTqwk3wC4+9fwI4TsH5mb0vTTY5pJrbrlZzBkUiPP4uroKlulbRu88RTCpjJyZeQnEWD6PrReYDpkHv54J6TqgnxeNeyfnp4bbrgBO+20E3r16oUxY8bgb3/7mzDsrbfeispLLyufXr16ZahtANmbM7BMVfhpiDgXClcZmo95CajvVNQQm1xWRElwPyziXMKwYKzL88YkPt5wpVL0p5J/GbmVcBLlYY2rWCZfaXSVlR93PQThneAHvDpUPa+ki+68RX4U5EoTKAkG+z/K5ZpEfpKP4jVUvDT60XUxOLryPhXHQOynvJcc9+OEP5rJ3XNz5513Yvr06Zg1axbGjBmDa6+9FhMmTMCKFSvQv39/bpympiasWLHC/V2IcWQA0vtNCMKFjgTDxRk4jCHy7qqc8qUt0NkJhgvjeqjcYBHhQ6cEYWXCcaOyGA+RB9VwcZfUkQiTJ3nePwpphy+9uFCV2wRuHddYLsa9ZsnE2wsvQwo3UaryiIlc8QjLUgmqrT7JPlBrlOXFzY961CzJ3bi55pprcMYZZ+DUU08FAMyaNQsPPPAAbrnlFvz4xz/mxnEcBy0tLekSjrMWGZOrjDLhZAyQYCPmOII+OhwuNoworIQHIgpfLJEMGcNGLDXmlAaZUWEjo9lsrUiStVGTZXosYQvsM2yZ4EREnFh9VCNKRkua3xiM1HKphwLFlKVWq8pSjiwqSinZ4cihI7GXyuF+lRKQuBqkqD+RUTM27JCzcbNhwwY8++yzmDFjhnusoaEBhx12GJYuXSqMt3btWuy4444olUoYOXIkLrvsMuy+++7csOvXr8f69evd352dnfoyEGcUyLq7BTiBMFKTAWUNFQ3hgk/H3JBO6AvfqIoKxznVlZjAJRJqPDnhZBrYyDAembZ7ZkTIev1MpBfAmPdVVaxIxaiZtQk7O7XZut77IiqY5RVR6XqoeCiS5luQhhNhngjVUsicVNCqp51vGzOxGGFxOJE/vWlKYco7pIFcjZv3338fmzdvxoABA3zHBwwYgFdffZUbZ5dddsEtt9yCvfbaCx0dHbjqqqtwwAEH4OWXX8agQYNC4dva2jBz5kx15WSGkASbZAmNEN5xKYMlPkg1XJKxl6iwku7h4CqiSLmVRiJGtlAmPA1a5Rp4Rag8eQUTkBw65EVNGy5PZIdLdROzyV5qEnolw3IizkmVi+zwqZoCIaMwuDdUoZHwnPEeLNJOTOU0KUK1FEW7QRRlcEWqNO++SHGGMpO3R3wPkJ7knWAgPfVSRUruw1KqtLa2orW11f19wAEHYMSIEZg9ezZ+/vOfh8LPmDED06dPd393dnZi8ODB8RM9g+cUjBDBgBI3rG7y7EfTV9+Ew0fBo6HGLeLmigvLM5p8cVk4XDCs7FyrzNH9hJYAncM1caQWKxpSTis3efIsNI9OnzJOknobO0TPCeuLonGoLoksHV4ZiURi7RJpeyCmTib1lEmOyIpgPCNby1BZQYaltt12W3Tr1g1r1qzxHV+zZo30nJoePXpg3333xeuvv84939jYiMbGxtBxficYQdzcFua1doNPU0FDKfSFT6SHwXNUZS6KbFhpL0xUcqJ8awwbMXLlDcAvJ3m5XcK9N39JnDALhmWx/Y++ZxsVcvLW8BMqgNiULb7O5OVOSMJ3EzDGEgwXKniAK/dFnCdVQlTYa+2RpWKwJBmWDMqTslziNIrwWvsCyvYhMuWo2r57hMjIkspPtDefv3Mcn1yNm549e2LUqFFYsGABJk2aBAAolUpYsGABpk2bJiVj8+bNePHFF3HEEUeoJR43oVh1WEpla3WVcKKJguXjjveUIKx/XiQLhIiz1vkNuniuJedE5FMEUwhbCeBIhOsKyxhi7/+QKkCMV8+bsIxRFucGzmtUWgJTXgkTGdYu05KrEtnwW4Z7X0rqGvcQIRuncoL7ECopSJRuWq+QQtCIWTT6Lr8OOa7XLSwsdERYrgkUKcnvXpP7sNT06dMxZcoUjB49Gvvttx+uvfZarFu3zl09NXnyZAwcOBBtbW0AgJ/97GfYf//9sfPOO+Pjjz/GlVdeibfeegunn366WsI6Vku5czti5HjTjAsTDCeY16OySsrhhOHOCwoZSaHYXkGC4xwjLLIYPfmLNSiqP1jgt4zREDshO86jFuf1ijMEbByZUsH2LReCHrMiUDR9ZfB5J5IYAQoesliPgYrBIhgijX3oi8OJ0sQTzEBd4MlMa2zo0DODep+7cXPCCSfgvffew0UXXYT29nbss88+ePjhh91JxqtWrUJDQ9Va++ijj3DGGWegvb0dW2+9NUaNGoUlS5Zgt912U0s4yriRNWzShlExjmQMI4Uw4YmIMXKCK5wqS9VLpXBYN477T8T5iDARxoSrYsWLEmh0mPcX92mSMwQVekIOhAk/klRP5jOulDFxDboFBSBzT+WFjToZJa13I215qRg2EoGU1BEN14iCSwSsBHHDKsRRPRnjEecGSnK5VOOoVCmm9LKR4tPZ2Ynm5maMbzkT3Rt6igPqWnatc2m2QpjIy2pyCTt3SE1ChlZDSHa8l8VG4xpBojCR2RV7l+zG1g7Z4X7lIboXrN380yK9EpdRmjzYHFcYxF8fnRh5kX7vxGUejKtz6EzXcFk6g2hTaQMWfDAHHR0daGpqigybu+cmN2zx3MQOxUQYC9yfgTk1wjkgUZ02x8MRGcarq2clgHBjLc7TNcdZEpgEUw0YUp1xVeam6cPhnOK4tWPH7KPCVMLZ02HVBjJGZxepOgw5DcLp1StGhpY4gYQiI4bDRHHiPCHKF9SRXpHPdwYnaC/c0f1g4xcxJCZqM3kBpJ1FSQxElbzKh61b48ZBlBHu1hT3kJInJMYIUfEsBBTj/GSBn/4wLNjYMF9ojtigh0HgXuVusCcyeILpRBgVPhEeo8G77DqgemjZIW9lg6h8Qys2PLKC++XEXlcBUo6wJCtTCkqN5DPa458ij7I7jCuiGjuRo5E7BByBqNflHU/kWVHRI6a9lUqvIifeoEt0NaXsRAXDLi6gsP8QxeW14wE8bW2ozYvLn0Kh1a1xwxBlc8R4VNywks9uwc6WuwcAr+OMNma8YRgvTKyRwhsqCd51guGU4FJnHl6Dh1deXEMmIkzgTeg8e8RfbjzDCv7CqhhNvPOhOTpOOEyIStl7yi3OMGSo7ilSIx2/S63lRxaV0f5QA2+mzLSPioqfDhXjcA4yJCuHpPurxD70xcXzRJKMx3eGR3haeOnJGnMJ7Db1eJ42UioeCzsNQg+qgdMK91XdGjfo1gA0dAsfV9ldOMk54ZyU0FUUDKk4oSNdRzmynGBATo0LheGnF8bj1ZLZndgBv+HxhosLE/CwhENGeGGEYTzhGKvaRtzdpIO/S+JzIqNQeBzmDYF6MjTqKa+yBMpEqoSU9gKLPSARJwKp0ZpA2xVlTMkVQORPqfiK9lI4YBovWEz8JGUgHS8QWCZOXH1TqI/1a9w4iKj4nN7H7cCjznHOBzt+rrfCC5M4x3H0eDd0ibJNfC4rgQtRaphH3qsUHSYQTugG9RpsFa9NhKHgJXJFlyaj1eGcE9hWyfzROpB96rHNMCg/zdqmliky8uRIkSTtJEaOVLC0nXQgoLKx5PnpKRfeN3WCD7cJxDFeOxoXJ6iCZBnnNelbgTo2bhxBIefZ+yRP24l6FYBXdtRwCu9cZXt3UWfOvGn6by4WHN6L61t5O+4JPE9BOyloNPEcM1wdHMHxtOeE3pmIc7mRsr6nii4fWaXYtN7BqeaPKAUwGj3zNPPsADNMmwW/CeKHbb6EOqbdWd93XlqQ/2eabjKjLpaMm/AJ5Nf7KKSt3IGWD/LOVQwYh2Pg8OaCVJabhxL2GjqxlozgZ1zGRLK9hhULOJt47qvAOTfZuCE5FnGucr7GXQxFcKFE7j6uNaFMo2Vdt3iDv5IRRT8U4inIyGR4JRBBNW5SoyTOoxKKq3xCIYgggFJZZFOGZNyEiOqc4s5BcD5unAiC8xFeDJkhE4GRUY0a8ISEQ/pPBlyyDjxGT2gYKsZjE5yv4hXj9RQ5COc1WNQ8D47IRuIZcO45URzB8RCeQNw41rlsqig1MgbyoXOL9hQIzebUeqTxJKRMOg15eW7yiq9xzocuGUzQjgulMFEaQe87J0xUd+QLwPHkxCrmDeyEvuqmbo0bp/wf54R4WMfXkQvOAUDJuzkcR5jXuAhWXCYIx1NU6CFxIvsfx/dNU0dVFsWVxkvGiXlHSMX1wq38EYaTaO4ROPKC53lp+e5ljpGl6twptGMnBwMkYFCbRtvQQSol5NMM66tVE/35TzVcJPyRLJ3IICY9cmqNQLIii0mD156JxMjI932VUTh6CE+ESui6NW7goOwg4Fy9oLeAZ2SwiA6U+zPqnKf39xoCUk4gTwRZB5GJc+XzTsQ5oa0W4ayKPOc9z+sEfefKP7hL7gUHQp6ywDlvAxHVTnjjarQnlcnq3TVGYBmmhcKkpVyVJNNyQ+kqB9smoJJM3ULdb2rvPIhyoweOKKpdt8aN29345pK4/8i5JysdXNSwSehN3aJOLs71wUnHez7WiyOIywJ6SZ/rks14573GhNCo45wXGXzcc56DIfUEBl8wbpSbKWRkOf5z7rV1qtEqw2kVo4cF4gaG2qLsuFiy6HzzmltTtNVBacnyfVgy76JDtW3UZuR4N0ZV8cBIy1c+kVBeAtnKKsT1ParyIiLqrHJaqy+rtqnVI0rGfN0aN/w5NwJXXrAjCx4Xbd/Ni+MeFyDaByc0qTeot6tQ6DzzVhLGBG2LE9ZL4hzXuxlMwNegBsIm9hpFyPTG5XnnhCu4GN9QTbJcXCJOqrZAspOKJK+naZOdeNbGSZZGJnf5sSCs7HHZtLOkCGkWxqOSrVzdNmZYTMx0Bg/1a9yoIOqnXA+F2LMh9mpEeTQ8T3Kh4RaBd8bx9ubwVSbHa/BUVj95E+YN6Qg9G+aINELcY5W/Jf5x2aFB0XAU77iw6Jnw8ouHnzQXqolJk3mnpcFwysX34xohoRPisILT8fHl1fI/iSiivWMUGV+a5SWOwntA5QVTT1fOGZSz0ZQm+SxuOoU06te44b20MnL4Ju6c4Lxqp6t0LnBAtsP27YnjcCoMz0vl9RqVqrZP3Ms/SwJnYqpyiSuThMej0CZLaPUQaZHejybO7e/wv+tKP22cDNPK9X1neW85IFxRazA96bA60tMlKEq+bpnyQuvXuOER2++k6ZgCcX0/o+RGeWxi4nqNgTijKGSg8A2jqtnj2UvGO57ui87KjqTg0xAgXJLtZkehnFW9J6HjKYyNPG2VLFzpeaahMvm1ge+u5l4aR2H3ljS6cYPEGVaKJ+UzkiAOMujcdXteNKWhDO8hMQpRw2SYREmotgFJ0tAvnIwbLzqf6FXOCZcvBw7EGCEscNzhBBPKlSS67a2ejRdZGUrjGT4BKaE8eww+Fj7kFxaIx/UyiY6nOGejcybJizllJrtKdfSO/28aWYFw0c8j1XCydVcm3bhHEYkU+Wnr8j7lGScJRpJRMQaz9hIlNDajMPQ2eSUssoXr1rhxoFBObh8bGGKJms8hMkKi4imdCx8IN6wig8lzXtgzxLkkxOf19OteLxfvSpWtICd4yPGfFyrlGU7zxaucDqQvmg/EOxd1XADHzJOIJGF4ePVROZZUZhbhLEhbKnQe+XZCX8rRHEG4lOmZIrd0C5xgYm9iDDYYTW6a8kHr1rhhjIHx5oPE7W+jdI5zXsnTE2egmCTK8AG3wvuLJKlLK+H5JAajdzl/8Lw71Ab/b6+rSGRsVt7ozp2gzTdjHJXVT477T4xHJfQleThH+CMiXERY4+HCB5kgnHAzz7iD0a4gzeE8ARKEC208wPjhun57vF2C4b7Ck5PtJI8FClZUMGXEyLk/A+fkdalb48ZhDA7vbdfcVQwJXfmc45HdduQQB2+IxvH1tfxhGNE5wD+ZONj4BbwivPO+o0GjMOhS8XzlLsEXxfWcd4NxzvvU46QtGzf2jegRHh44fjV89ormBkK205c8HQ6v2YuSsaeleuvWoXcp5KWJ8DTpGibUjdpOcHownlUDCVhgAykh+5AkjN9NOmjdGjdxi3wkJCgd7iKiUwfEDUnlSV04dlHJjGRl4e6lE3jKDe3Fwu/UueeFc2R45xTOC5eGOxwjJBhXcDooN2ljrmPvmiRkvX+JSjylYbPQF8H5iHCpvC0yHhRFb0xctlXmMaW8XkmbuvxWS5nyFuRgNNUCea9cS0DdGjcarBvED4+kkKMcpFL5JGQFJzByHVjlITuhzRBhcKRB5ibien94gdIHkYqYd3uZ+mlI+YRicipDSRJyvDs9RwbX5FHSOWFaR1pZyipgpxZJ1kMsJqmxSyMFDUtJoMW4CQlNdCqxzFRRZeQGh6Z4QTK8w/J46ir6k56p65P3ZmPc+AgM0yLeOE+brs2eMw1xWa0ZN6aQaCeoJDVAxo0E2o0bBVnSQc10rNyBn4aoSiM71i+rgaW3edENmSBKxawyl0RVkWB8A/NW4gXFB9F1/VXnQ8UGSev5kh1OS5VIzRE30u0/lqCcaq29yQIybuJxwILTP9NhpJ7y5hXENVTxF1+97c3YuEnUnkbNwajXRiRcJkolkYsRYog81YvaJykJcfOThPF0DlnaRsxcviQSTTcbWZRtxk2f+SyRcRNPeUqJUZy4YR3dRkNE4FS1TnKCpIKoVMKU54jITj5VSixFFvhGhxP4nUJcRNjC9FZ6qOX8pu19VecbWe1pSHido7JkrOrwF3EYQcPURBVC7wfURJKSql/jRgeyk1/jTnI3U3P/UUeHJ0aH+zr1vWvCqEohUIehGhE09JqKRMQ0Lll0iDZhdYecMzFlwwD//ks2YGJLhUyymMd8weyTNNM+VLdQCe7UEUX9GjeOo2k1gcaAoSAJa6f7YBAzrJUG21Z16JYla1zqTC7r1ihBcvqezDQsvy86KcoyC4eD9qui4zqrbC9gE5bZiNH49+5KFo9D4g0hvd5DeRn1a9zoInZ7GYXKkdpbGYjIk6ejc/I+7UjpGjdUlngXDgWDULFQWUCWqDEtVKOVEqbHt8STq1FY1x+NnZ+SQZfRqsiCde1VtHteLJdnK1HZdMtAdUg+ruzSTGwvo+C6qV/jxoG5FsLkDWL65svi5tY1gRlQmEeo0nlwBMjurVJUtNgXprYtSCJP3/CcoxjeCDmknzpF7lCwglSpuXUR8hI9eKW5zyU7b11tbNoVrmlHHdJMXUhaBLRaKmeSvH1ZRbYX3emoviQtrq3ixYtt3xI0q76Jj+rRpdIXbHhY05joVJU8IXFGSqyAFHEFEWTvuSwMkryNLhGhuSyK7VTkXJgYWUp2lMP/GRmX5zH2R2KesOFdnmO8y1HzA9MaTar9RZLuJcl8UdngCtWdjJs02Dh/xba0tQyDSeiomk4tLXNWJek1YaEvCeImkCEMKiHDhPHDSoLjGRoatho1PBxNs3ZDL69ViQO3A2W+A6xqUwhffyNpTHl6aH+MgL7MEdh9LBDcrx9PlE8/4YOp54uUB9pvvDmc/EWnoxBItWklz40EuiYUJ007izhZUyQdVTxUKh1JqiJIGNmYJ0SxQ+IGl5SR1ICREi8IJJ09TsCkXp8kcU28JkaCNFWZAfH3mi+xuCELj4EkXF0qjBw/ItI19siPGzuvUh25gTWJhJ2YcL7DnnCRcyZZdW6L4718wVGDgAAGiT7Acw0N75hdt8YNg+ERBu79l+IOMfWkptMgMf00qXO1RdLzsfLLfzm6hiamBvYQidxUMvKN8dwfcqTxqEQGT2vUSMpIO8SZxsBRii8InMZIShTfEzFp0XA9IAi3ebzhFa8RIrqdYz0FQc28w8WMH807ETXoKfF95ekVKCtep+79Esx3SF3eNRR5mILXKaAfz/Dw6se7v32enKBuAXkC3arnggUTU6kquoneEFCRL3hxLC0Fl4D17A7WLSL7Mo22TMPiDc4iTCqZh5sEZ8xOgDUgPJFIzXqoekJ4jU1Fhqwsk4ahkXkzwh+KcRXlmBhmiguUpZfGGzEY14ahKLf/cjx9qKcj9HasJRboLP03ipudgLHAEIgjvL0dT/pR4dBlUDgOhIFCh2WGTwRGXSiITPsc5Y0SHIwtl4R6RZVF4BzXwA3mqWJnOd4wXpmccmwIXKtKldq0ia8zh7o1btC9G9CtG/+cjHs9rp0RufKkZYQbN6Fabiuh2DBX6pQoTKzNkNBfq8sWicq3L1xEmFgXHvP9iQsWcSBahtGOS8VYMyhbSVxCucaNH0Fg709d19IGY8ZL8MGc+9tzsPyVVX44Ag9I5f70tUcew6USrdJuME9AX30RGSROWUbgZg8uQvB5lTgujaCjw6nkzPGFiSTO2AnqHXlecIATjXlPBG28oHHBNTw8nhOvfsEVW7z8CYwdYRwndNLjiKJ9bmJh3RvAukUUlAHPTRqvjVRDl1BnYb8s4WmSslOCukt18m5LFo6jUKZ8/SQNFl9wGQMq5mBuxg2ly00z9cTqxIrklG4+dNk4ogehqONwz/lbA7k4vuMO4HjGNLpsME94n6EWssBcQ6raTzueZqRywmOFhTpw76opBU9IsIvyGArM83of5jmOYDIOAMcjiKObKA1++OpBFjrPyzsnYdU4Fc+NwpNxHRs33cB4npuoTkrp6V2lY4sIwMLX3XcyVq7ggCif3nbD+xQWitdl+LAS53zM07fDPRU8EJU3eeNEagO2OG9BWsNFRt9cOvucBKhGy6JsVLyJ7v2R8TXzdcjmEafEaRdij1clhjpwnjER0iL+OPN941gNjud4MAjXXvJ04Jzj4XM8z4gDOE5XU1rxcvCGYVxDpMEjg+NBCakQ9GxUvic0JFS9Kt50g+GljShO2sL8kecmFnnjRtJTE/d0n9jwYRyVKp2l6Ib3fGWBhiO4FFC46ywTtFXe+I6nwjKO0VIWEMxuicHn9g0aRD4vTVyePKnFGSGxxqmKd4YTNk36VgxBpNRBYx5UbA0tqNi1WWOFEl4SeGEcIDSpl+s58bQvXrdAaEjLqYYP2khOoN2pdIzM6ZIT6jiZ3+DwddBOVW1v5+wOx/A6ZSfs0RB1+oFVYq6Hy9uYBuT49WGe70B4iImTbjBsGa73J05/ibD+LkHV6PKnWSLjJh7WzQHrzimoxMYN72kh5omdef8G0/E834gMJ4dnUAQO+G58+YbA9drIhq8YTsGnoZAOqDYMovO++J6T/seDUDkxVg3jrjxytyQJGmueaxM8FvjJ7WijOvIkdYj2SPFhv4Y5I7ItbKViWLi/4em8mM8u6grl6eA9wy9hI6T8o8Gz1rAB1ZO+OSF87wATGCjeML60y8eDzZHsd6YYPuyV4YXxdCZBo6VSuJUyDg39V05zDCNfWXgukreMI4ym0PN3lAdKwrhh9PoFCbp36/oAfO+Ae9zTI0Z5GHxxvL/9X0LeBZn5KN6L7H988XbtHhneiuJtODx3ieOX46mOwYTljjP49yBwDZ1gZeTcWBGyHcFx91DoaTAQ07X+AgaVqzRPPf/B6tBbNa++XAXrT3Cic6hOhXPEfei1ubMi8iWnulE1PALtis8AAeA41XvQfYZ0/MZGg0deQ+A+ljYu+AYL/3igo+TIFKXFk8lEekroVDVU4vPJOy70skjIZFJpVQKjatSUvzOg66HRFwbVKQChYbeq0eOOQ/CMVLcuBXRwGtzvJXpxZjwbGxuqnptQL8ND9PQd0UF6+zifF8frVWCh8JX+2PEmxvMGxHXMPC+FLzwnr0IZHB154WVkyOjC86bElbuSfhG6cMtWXFZMqE/QmPUayf60WWkznMpNHHoSCsutJsA55h169BlWEfpJVPtYXYho8iy7iLR9nbS3nm9mQDcHrMFTDxsCPU/U07ZXvvtMw3ty53SGgY425FUoy3I4ccOeETkDQmzsRBsQboklMJSY77i8oSP0NiU26KINsmR6+q+FcNKzTw7znPdaT11sVvA6161xs7l3A5weUVagZCFKFbairEhPEnwdo1PpVIPhPEM0boevbMyUD/DUD87VkTFGePJljA+eLIFO4WPVL0wUj5+I/Hn3HoyJr3M4SKWjFIblnBCFFdXJ4PmAgS6M6zmkd2NrjcIyMEZ8RcntXKrfuR08LzygpVCFtdXh/BDqxDNmAgd8nXYwnMBgcCM44rQZfOXgs/VjOmnHp5fAYJIwolgCYwkVPRUNCb1GiCeua4B45Tn+/HmNlVCiZYJDhCJ49aZMaYNg+xYO9Wvc9HTg9IhqAHy3ghip/kpSFhxw5+4kTzjQsYg6GY/RFDSEvIZTZWk4qx53vMIUvB3hY9UvviBOKFBYoKi4fD0swH/xpUgXwUFhsYu8QN4gGo0bIFnnm7DPU9n2XCmtYJ303ipe490bRnTOcz5x1y6IyDVCvEYHr0OLMVa6vsu2DdkTb9zEGccxhkmwkw9FjZbPTMqPndtRvcbuXGc3LsDzujqB5diMpyPPABIYMFwjBIG0y2FY8Dgvvaqi4XD8A3JhROkIw4nDBBfnRlG3xg3r6aAUadwEjIyk7Y/bU8saLLwOOCSQL4/nKRG2quUwjHc8UnD1EGNwNpUCyTFBjGqvE1uU0uqoXJQ4r41AZlJPD/daWExia8Cy9BkDNpa6qqHXMeuEPR8hgy3qVgluVpY1OSQv1TTEdEZSYUQGkUoYkXGjJYznRGRWBWHch8EYQwQCTw/3XVpBvSUqCO+VMEoyWHyYWDUkZESEKQneWcujbo2bUg/A6SkRULH/1BqOGzbiSU/2cEWEb4KX56Tjf3DxPZl6/8a9GC9ohHCfsgPnRBNuI1E1HmQNnTRpKMYpwAomnYSHHyBu4J2Y80DVkAnUSZ8X0OvES+gRCqosJIkxImP4p03HSPg4D0rMSRnjJhRHJpya4RLyzgX18raJwjeI8455I7Iuw5tX9wLfnaBCojhOxTejoBP3HEdGXJ2Ulq1y3hGeI+NGgs09HaCnxJWJ7XT8FTc2TEQ4/o4zPD+7YKKW6Mkz9o27ASpZlwgjI0dE7JNhcE8eX8TyF+FoFc8D4zqCFUjlslMIbqdxwx2OKX8PGyjBp1B+vK6/CRriKCLixQ+vqMAZogx66UQdVOScMDnHAidabFgusmGlhyNVnuhTKMrrbAX1L/SDUw/9i0aTVKIE4dxmTaaBlJTH23Yk+F3QnAaeZAVFJuG5iiq/4DUS/Iw7R8aNBJt7OkCjSsvhOR1lxHBEhjpxjUZI6iGemDDcJ2xNaaXqdNIYTiymR4kZUmL8w4h8q3ccKY2bUHRRHRP9lqmTQZJ4Gnjpm4pTjmfcG5ImnvsMxTGaeL+ZoJ5FZFLKrhC0W/JTrcIBxSoFOkrZhCqdc1xY3R507r2uO131vijkdEmcdkQ4jtHUNceobJpFGk2B7071oIOI10FUDvKMm83yNxkZNxX3tfd+czzXwh0T9V5dBesTHn+BLgNBNlzQYWQsPX/tTu3xkQwnvZ9TKBwnogYDz53sJjSqIC4jp/rWFPGDaLkmcTwjovZe6NjiJ6AgwUNSYyCj+MHT4if/5OmnEuFIPMXHxAf4V8q7aNIbyOv8rBpYHnkM5a2qnED+AgI8VSi4h2foxZQcJbm1q1yxo26jJJ25sIQTyAqMCqWSlSqMTlnCDoLfkUTZ4LHpcVbzij2g1ScUWgouQakRaOhZvf8qGy5WnoqcspXpXlrBucqN73Q9UpWrgf8cwOC4b5CFr0HwXtGKjMAjTSBU0CsR/WQdjBsVTi2M7ONM8jCpjaRUYarXy2nwfC/vCl25ng2V6+ow97v3byV85bt3yxB46wSYnFeXdy62c+eXJGNwF5BVNKm2OY7biXh/V9/8Ua2XjLk13m80RWQmsZcrjRWhKa6y7tp0ZqHD1TYjcDy4W2igzL1iRY4T5mloqg/yATOHVaVWjQ7PMbcjrN7UwfpV/eO4ww6lSpiS49ZPxhw3Pa8+1XOetEQdtWInn9buD1yexLJcGSkMGZkmPE4eLy/e9ytXjWYnVGeY93u5zWDMf30Zc9xN5RlrCMsgz008rFvXx3e1guWmcM41Q9x/WCBc9fGH2yC5T29eQ4iFjaaADMfzuCRq8Fyvk+ueYj63R3DIlZvhuDqV9nxiGZ6yavCXk+P56xocDV23UkP5XINrrHS9tcRp6Ho1m+N4y7oq0/vb+0RbMVZEvwH4DdzQ72jjRlgMEnFCnXFCI4pfJcItpG8XAcfxDJk51UatEtPbuHkSSGo0pUKb0RW+zqJ6IPru/eKPy09eVWupPjJo3IQMmYjfXCPHU7rBa+v9HTCIZH9X6lc1f9XfpXL6pa5KWd4/Nfw32AH7ZToe4wweZ35MxZMobP578fTKCW6c7v3qNUC6vlTuy+oDT5fxUbl/vQ87ju8+99+z/jaAlZ+mKn0O89YRx1++vnak8l1+g2I7jJsbbrgBV155Jdrb27H33nvjN7/5Dfbbbz9h+LvuugsXXngh/vWvf2H48OH45S9/iSOOOEIpTdbAMW4Q+F192OA+CVW/B8+xyHNVQ0gyXmS4gDqec+HOtOT+9n7ndsqeOzh4zvueGOF22JzHBF8D7lQMj67vFWOjcrwBpYDxUQ5TNj5cr4jXwIgyHjwdl/Jvr0EZ99tn8Kj8ljduolCXwW8NdW2sJ5aj1h07DqqNLOA3ilj1yjEAn2/u5r5gz588/z5qqISr1DXO9wbPsYpg93zI8NVnhITjJ78wygaQwEBxZckaJN4OK/g70KlG/k5qEEWlr6KPG67qdfIaTVVDoPq3ouPmkoNNpfgN6Nw9cwIXy2eXMK+R6L0PqroAQIl5jRAHXatjATjee6ZyDtzfvnOOvzx853wGC/PpJToHVO9p2XMK783M37i58847MX36dMyaNQtjxozBtddeiwkTJmDFihXo379/KPySJUtw4oknoq2tDV/72tcwd+5cTJo0Cc899xz22GMP6XRZNwbWjUUaDg4AVm7QWOBcJWzlXCWsjBxvWNE5N03AHTrgh602qCwUFr6w3naRwYHjGlqOR9+yXg3VIRUHQINTcofjXIMDDL26b4bPM8IZiuk6Xykvh9N5+A0Fme9VY4n/vSKz+p1vTIi+oxxe9N3XuUV0itXOTvzdvTQJ+62kHWaWHWW6dJnvuyh25XjlKdwt50rDWtkg09NI+2IqqCUMKiFDyjvEkZPoaqlnLYTXkBB9r4Tzd35dKUvH9xoPEd+7ovm9NH4jhO8ZDHecDvd7Refwd78xxACgPGxWKh8veXTzDpltLDnYUOrqbkusErYrXKk8/FJydW1wN+jjlWHV8EDVYGGoDhU74XO+CuD9zQDfCzG9v6XOofzb+110rqycwjm3H6yca5BveRwmXvqTCWPGjMGXvvQlXH/99QCAUqmEwYMH45xzzsGPf/zjUPgTTjgB69atw/333+8e23///bHPPvtg1qxZsel1dnaiubkZwy66FN169Yp82ud1UMJznLDCcwFZKueqnaffmKgMqVQMDa9x0eD5VMJ2c0pocLqMFv/fqqeE+xee9CLDCP6iavx0C8RrKBsNDZ4w1b8cQ8cNyy87XjlKDQnEGCtJjRhuPQoORUigcsOqGBJqcoGw1oF7qXyNKt8r19E1RisaOp7vbphqHHiOVVDqrOMCs2revXMAeB1bcE6Sz5sR6OhF7hsV3UMe46iwComp1jcVQyX596DxwP8eZ/wEv1eHU8r5CXn9qkYIzwNT6mqZ3PkgzGuE+MKH4/r+euOGhn0CaZbTKjGH/0H1O/OEZczBZm8agXPVsvHUU48+7rGAZ0d4rnxedI43R0rqXDDd8rnNn3+OlRf9FB0dHWhqakIUuXpuNmzYgGeffRYzZsxwjzU0NOCwww7D0qVLuXGWLl2K6dOn+45NmDAB8+bNU0qbO+cG/t8MgfaJc65i1/LCdp2rdMgMFfd21chg1aGX8m+vIdIV1m98dJMyQsTnGhBjfLhGSLTxIkxfUWZIji+evOyKQdTg5rNi2AXCOYBTXpnkAGhoqH73eqqqE4blDZao79LzLDjEdW9R5/nGDXP/DRoijieMU1bMZ4hUwnsMEHjlKFkdFRnmCMnWnFjkdXONIk5HjUoD7+nggUCDH/Zu+J6kFXSJMpIkbL/QcISoA3J1l/geksmqMqpzYQJeEJQNkEq4steDoWsyMit3+m64cssTNCpcuV69owwO2XAR4UuycjXr4TXYqkZTA0qM8xfB35XybnDluEZV5Rp66mdoEVTgt29OVNS5wO/Czbl5//33sXnzZgwYMMB3fMCAAXj11Ve5cdrb27nh29vbueHXr1+P9evXu787OjoAAJs3fg508z5dejpQ76RSVA0NB1XDAhVjBPAbJOVPN/e7oKOO6rDh7TQYGlj5OIP7lCtroCCQXkNUugIjBBx93Tky4MThyISMgaOYl6COcK8lym5dhlKgTBlPDuf6VHQqVSYal+tB10XoqgvecvDNDfIYV13HqgZVQ1mXBs4KLC/M92/1rIPqje4bVqx2jz6jpFKH3OOVY2KbJ/5YAJPGiTYUlcwqT1LpBAIFJ81WfvgMIjesa4X64voOuveP40vOt5rO05mVPEZBCVXvgOsF8XSizGOgeL0OFWOm4oHoktcgZQSA17nD2wmW8+FO9Aj8hYOGREYG36CAjKxyMVd19Yfn5knBcKqcr1zzUpwsIJwnr2cHcCcCM8fpGuoSpF1Cl2FZggNWKnuVSg42I+hhQrW++LxPnnpS0bH8G57yBYDShs/LeYxvmHKfc2OatrY2zJw5M3R81aWX5qANQRAEQRBp+OSTT9Dc3BwZJlfjZtttt0W3bt2wZs0a3/E1a9agpaWFG6elpUUp/IwZM3zDWB9//DF23HFHrFq1KrZwiGzo7OzE4MGD8fbbb8eOoxLZQNfEPuia2Addk2xhjOGTTz7BDjvsEBs2V+OmZ8+eGDVqFBYsWIBJkyYB6JpQvGDBAkybNo0bp7W1FQsWLMB5553nHps/fz5aW1u54RsbG9HY2Bg63tzcTJXRMpqamuiaWAZdE/uga2IfdE2yQ9Ypkfuw1PTp0zFlyhSMHj0a++23H6699lqsW7cOp556KgBg8uTJGDhwINra2gAA5557LsaOHYurr74aRx55JO644w4sW7YMN910U57ZIAiCIAjCEnI3bk444QS89957uOiii9De3o599tkHDz/8sDtpeNWqVWhoqE6RPuCAAzB37lz89Kc/xQUXXIDhw4dj3rx5SnvcEARBEARRu+Ru3ADAtGnThMNQixYtCh077rjjcNxxxyVKq7GxERdffDF3qIrIB7om9kHXxD7omtgHXRN7yX0TP4IgCIIgCJ0obIlDEARBEARhP2TcEARBEARRU5BxQxAEQRBETUHGDUEQBEEQNUXdGTc33HADdtppJ/Tq1QtjxozB3/72t7xVqhueeOIJHHXUUdhhhx3gOE7oZaeMMVx00UXYfvvt0bt3bxx22GF47bXX8lG2Dmhra8OXvvQl9O3bF/3798ekSZOwYsUKX5jPP/8cU6dOxTbbbIM+ffrgG9/4RmiHcEIfN954I/baay93U7jW1lY89NBD7nm6Hvlz+eWXw3Ec30aydF3so66MmzvvvBPTp0/HxRdfjOeeew577703JkyYgHfffTdv1eqCdevWYe+998YNN9zAPX/FFVfg17/+NWbNmoW//vWv2HLLLTFhwgR8/vnnGWtaHyxevBhTp07F008/jfnz52Pjxo04/PDDsW7dOjfM+eefjz//+c+46667sHjxYvznP//Bsccem6PWtc2gQYNw+eWX49lnn8WyZcswbtw4HH300Xj55ZcB0PXIm2eeeQazZ8/GXnvt5TtO18VCWB2x3377salTp7q/N2/ezHbYYQfW1taWo1b1CQB2zz33uL9LpRJraWlhV155pXvs448/Zo2NjewPf/hDDhrWH++++y4DwBYvXswY6yr/Hj16sLvuussN88orrzAAbOnSpXmpWXdsvfXW7Oabb6brkTOffPIJGz58OJs/fz4bO3YsO/fccxljdJ/YSt14bjZs2IBnn30Whx12mHusoaEBhx12GJYuXZqjZgQArFy5Eu3t7b7r09zcjDFjxtD1yYiOjg4AQL9+/QAAzz77LDZu3Oi7JrvuuiuGDBlC1yQDNm/ejDvuuAPr1q1Da2srXY+cmTp1Ko488khf+QN0n9iKFTsUZ8H777+PzZs3u691qDBgwAC8+uqrOWlFVGhvbwcA7vWpnCPMUSqVcN555+HAAw90X2XS3t6Onj17YquttvKFpWtilhdffBGtra34/PPP0adPH9xzzz3YbbfdsHz5croeOXHHHXfgueeewzPPPBM6R/eJndSNcUMQhJipU6fipZdewpNPPpm3KnXPLrvsguXLl6OjowN33303pkyZgsWLF+etVt3y9ttv49xzz8X8+fPRq1evvNUhJKmbYaltt90W3bp1C81gX7NmDVpaWnLSiqhQuQZ0fbJn2rRpuP/++7Fw4UIMGjTIPd7S0oINGzbg448/9oWna2KWnj17Yuedd8aoUaPQ1taGvffeG9dddx1dj5x49tln8e6772LkyJHo3r07unfvjsWLF+PXv/41unfvjgEDBtB1sZC6MW569uyJUaNGYcGCBe6xUqmEBQsWoLW1NUfNCAAYOnQoWlpafNens7MTf/3rX+n6GIIxhmnTpuGee+7B448/jqFDh/rOjxo1Cj169PBdkxUrVmDVqlV0TTKkVCph/fr1dD1yYvz48XjxxRexfPly9zN69GicdNJJ7ne6LvZRV8NS06dPx5QpUzB69Gjst99+uPbaa7Fu3TqceuqpeatWF6xduxavv/66+3vlypVYvnw5+vXrhyFDhuC8887DpZdeiuHDh2Po0KG48MILscMOO2DSpEn5KV3DTJ06FXPnzsW9996Lvn37uvMDmpub0bt3bzQ3N+O0007D9OnT0a9fPzQ1NeGcc85Ba2sr9t9//5y1r01mzJiBiRMnYsiQIfjkk08wd+5cLFq0CI888ghdj5zo27evOw+twpZbboltttnGPU7XxULyXq6VNb/5zW/YkCFDWM+ePdl+++3Hnn766bxVqhsWLlzIAIQ+U6ZMYYx1LQe/8MIL2YABA1hjYyMbP348W7FiRb5K1zC8awGAzZkzxw3z2WefsbPPPpttvfXWbIsttmDHHHMMW716dX5K1zjf+c532I477sh69uzJtttuOzZ+/Hj26KOPuufpetiBdyk4Y3RdbMRhjLGc7CqCIAiCIAjt1M2cG4IgCIIg6gMybgiCIAiCqCnIuCEIgiAIoqYg44YgCIIgiJqCjBuCIAiCIGoKMm4IgiAIgqgpyLghCIIgCKKmIOOGIAijnHLKKYXeZdpxHDiOE3rrs4hFixa5cYqcb4IoMnX1+gWCIPTiOE7k+YsvvhjXXXcdir5X6Jw5c3DEEUdIhT3ggAOwevVqnHvuuVi/fr1hzQiC4EHGDUEQiVm9erX7/c4778RFF12EFStWuMf69OmDPn365KGaVrbaaiv0799fKmzPnj3R0tKC3r17k3FDEDlBw1IEQSSmpaXF/TQ3N8NxHN+xPn36hIalSqUS2traMHToUPTu3Rt777037r77bvd8ZVjnkUcewb777ovevXtj3LhxePfdd/HQQw9hxIgRaGpqwre//W18+umnbrxDDjkE06ZNw7Rp09Dc3Ixtt90WF154oc9r9NFHH2Hy5MnYeuutscUWW2DixIl47bXXlPP9wgsv4NBDD0Xfvn3R1NSEUaNGYdmyZckKkSAI7ZBxQxBEprS1teG2227DrFmz8PLLL+P888/HySefjMWLF/vCXXLJJbj++uuxZMkSvP322zj++ONx7bXXYu7cuXjggQfw6KOP4je/+Y0vzv/+7/+ie/fu+Nvf/obrrrsO11xzDW6++Wb3/CmnnIJly5bhvvvuw9KlS8EYwxFHHIGNGzcq5eGkk07CoEGD8Mwzz+DZZ5/Fj3/8Y/To0SN5oRAEoRUaliIIIjPWr1+Pyy67DI899hhaW1sBAMOGDcOTTz6J2bNnY+zYsW7YSy+9FAceeCAA4LTTTsOMGTPwxhtvYNiwYQCAb37zm1i4cCF+9KMfuXEGDx6MX/3qV3AcB7vssgtefPFF/OpXv8IZZ5yB1157Dffddx+eeuopHHDAAQCA22+/HYMHD8a8efNw3HHHSedj1apV+MEPfoBdd90VADB8+PB0BUMQhFbIc0MQRGa8/vrr+PTTT/GVr3zFnY/Tp08f3HbbbXjjjTd8Yffaay/3+4ABA7DFFlu4hk3l2LvvvuuLs//++/smObe2tuK1117D5s2b8corr6B79+4YM2aMe36bbbbBLrvsgldeeUUpH9OnT8fpp5+Oww47DJdffnlId4Ig8oU8NwRBZMbatWsBAA888AAGDhzoO9fY2Oj77R3mcRwnNOzjOA5KpZIhTaO55JJL8O1vfxsPPPAAHnroIVx88cW44447cMwxx+SiD0EQfshzQxBEZuy2225obGzEqlWrsPPOO/s+gwcPTi3/r3/9q+/3008/jeHDh6Nbt24YMWIENm3a5AvzwQcfYMWKFdhtt92U0/riF7+I888/H48++iiOPfZYzJkzJ7X+BEHogTw3BEFkRt++ffHf//3fOP/881EqlXDQQQeho6MDTz31FJqamjBlypRU8letWoXp06fjrLPOwnPPPYff/OY3uPrqqwF0zYs5+uijccYZZ2D27Nno27cvfvzjH2PgwIE4+uijpdP47LPP8IMf/ADf/OY3MXToUPz73//GM888g2984xupdCcIQh9k3BAEkSk///nPsd1226GtrQ1vvvkmttpqK4wcORIXXHBBatmTJ0/GZ599hv322w/dunXDueeeizPPPNM9P2fOHJx77rn42te+hg0bNuDggw/Ggw8+qLTSqVu3bvjggw8wefJkrFmzBttuuy2OPfZYzJw5M7X+BEHowWFF3zqUIAgCXfvc7LPPPrj22mu1ynUcB/fcc4/yqxROOeUUfPzxx5g3b55WfQiCiIfm3BAEQcRw4oknYtCgQVJh//KXv6BPnz64/fbbDWtFEIQIGpYiCIKIoLKDcbdu3aTCjx49GsuXLweAmnj1BEEUERqWIgiCIAiipqBhKYIgCIIgagoybgiCIAiCqCnIuCEIgiAIoqYg44YgCIIgiJqCjBuCIAiCIGoKMm4IgiAIgqgpyLghCIIgCKKmIOOGIAiCIIiagowbgiAIgiBqiv8PFdvo589flvoAAAAASUVORK5CYII=",
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"text/plain": [
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"<Figure size 640x480 with 1 Axes>"
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]
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},
|
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"metadata": {},
|
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"output_type": "display_data"
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}
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],
|
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"source": [
|
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"import numpy as np\n",
|
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"import matplotlib.pyplot as plt\n",
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"import pandas as pd\n",
|
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"import pywt\n",
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"import scipy \n",
|
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"import ewtpy\n",
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"\n",
|
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"def Obtener_angulos(Datos):\n",
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"\n",
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"\tResultado = np.zeros(len(Datos))\n",
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"\tDesfasaje = 0\n",
|
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"\tfor i in range(len(Resultado)):\n",
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"\n",
|
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"\t\t### Siempre cargo el primer caso sin importar que\n",
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|
"\t\tif i == 0:\n",
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"\t\t\tAngulo = np.angle(Datos[0])\n",
|
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"\t\t\tResultado[0] = Angulo\n",
|
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"\t\t\tcontinue\n",
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"\n",
|
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"\t\t### Calculo el angulo del dato\n",
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"\t\tAngulo_anterior = Angulo\n",
|
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"\t\tAngulo = np.angle(Datos[i])\n",
|
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"\n",
|
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"\t\tif np.sign(Angulo_anterior) != np.sign(Angulo) and np.abs(Angulo) > 2:\n",
|
|
"\t\t\tDesfasaje += np.sum(np.pi * (-2)* np.sign(Angulo))\n",
|
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"\n",
|
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"\t\tResultado[i] = Desfasaje + Angulo\n",
|
|
"\treturn Resultado\n",
|
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"\n",
|
|
"\n",
|
|
"### Cargo la tabla con las referencias y me quedo con los que no tienen escenario\n",
|
|
"df = pd.read_csv(\"Tabla_Direccionamiento_Base_Datos.csv\")\n",
|
|
"Tabla_sin_escenario = df[df[\"Escenario_principal\"].isna()]\n",
|
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"\n",
|
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"Path_Al_Archivo = df[\"Path_datos\"][1]\n",
|
|
"\n",
|
|
"Datos = scipy.io.loadmat(Path_Al_Archivo)\n",
|
|
"Nombres = Datos.keys()\n",
|
|
"#print(Nombres)\n",
|
|
"\n",
|
|
"Datos_Complejos = Datos['radar_I'] + 1j* Datos['radar_Q'] \n",
|
|
"\n",
|
|
"fase = Obtener_angulos(Datos_Complejos)\n",
|
|
"#fase = np.angle(Datos_Complejos)\n",
|
|
"\n",
|
|
"# Frecuencia de muestreo (Hz)\n",
|
|
"fs = Datos[\"Fs\"][0]\n",
|
|
"fase = np.ravel(fase) # asegurar que es 1D\n",
|
|
"\n",
|
|
"# Vector de tiempo (si querés graficar)\n",
|
|
"t = np.arange(len(fase)) / fs\n",
|
|
"\n",
|
|
"# STFT\n",
|
|
"f, t_stft, Zxx = scipy.signal.stft(fase, fs=fs, nperseg=8192,noverlap=0, window='hann')\n",
|
|
"\n",
|
|
"# Magnitud (espectrograma)\n",
|
|
"plt.pcolormesh(t_stft, f, np.abs(Zxx), shading='gouraud')\n",
|
|
"plt.axis([t_stft.min(), t_stft.max(), 0, 3])\n",
|
|
"plt.title(\"Espectrograma (STFT)\")\n",
|
|
"plt.ylabel(\"Frecuencia [Hz]\")\n",
|
|
"plt.xlabel(\"Tiempo [s]\")\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 181,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"C:\\Users\\Bruno\\AppData\\Local\\Temp\\ipykernel_13980\\2180263347.py:17: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n",
|
|
" Resultado[0] = Angulo\n",
|
|
"C:\\Users\\Bruno\\AppData\\Local\\Temp\\ipykernel_13980\\2180263347.py:27: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n",
|
|
" Resultado[i] = Desfasaje + Angulo\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
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"image/png": 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",
|
|
"text/plain": [
|
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"<Figure size 800x400 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"import numpy as np\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"from scipy.signal import ShortTimeFFT\n",
|
|
"\n",
|
|
"# --- Calcular fase centrada ---\n",
|
|
"aux = Obtener_angulos(Datos_Complejos)\n",
|
|
"fase = aux - np.mean(aux)\n",
|
|
"fase = np.ravel(fase) # asegurar que es 1D\n",
|
|
"\n",
|
|
"# --- Frecuencia de muestreo ---\n",
|
|
"fs = Datos[\"Fs\"][0]\n",
|
|
"\n",
|
|
"# --- Genero la ventana --- \n",
|
|
"Largo_de_la_ventana = 8192\n",
|
|
"Ventana = np.ones([Largo_de_la_ventana])\n",
|
|
"\n",
|
|
"# --- Crear objeto ShortTimeFFT ---\n",
|
|
"stft_obj = ShortTimeFFT(Ventana, hop = int(Largo_de_la_ventana/4), fs=fs, mfft=4*Largo_de_la_ventana, scale_to='magnitude' # opcional, asegura magnitudes normalizadas\n",
|
|
")\n",
|
|
"\n",
|
|
"# --- CORRECCIÓN: stft() devuelve sólo la matriz S ---\n",
|
|
"Zxx = stft_obj.stft(fase) # <- línea corregida\n",
|
|
"Medida = Zxx.shape\n",
|
|
"f = stft_obj.f # frecuencias (propiedad del objeto)\n",
|
|
"t_stft = np.arange(0, Medida[1])*stft_obj.delta_t # tiempos (propiedad del objeto)\n",
|
|
"\n",
|
|
"\n",
|
|
"# --- Graficar espectrograma ---\n",
|
|
"plt.figure(figsize=(8, 4))\n",
|
|
"plt.pcolormesh(t_stft, f, np.abs(Zxx)[1:,1:], shading='flat')\n",
|
|
"plt.title(\"Espectrograma (STFT)\")\n",
|
|
"plt.xlabel(\"Tiempo [s]\")\n",
|
|
"plt.ylabel(\"Frecuencia [Hz]\")\n",
|
|
"plt.ylim(0, 3) # limitar eje Y\n",
|
|
"plt.colorbar(label=\"Amplitud\")\n",
|
|
"plt.tight_layout()\n",
|
|
"plt.show()\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 178,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 800x400 with 1 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 800x400 with 1 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 800x400 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# --- Graficar Señal ---\n",
|
|
"plt.figure(figsize=(8, 4))\n",
|
|
"plt.plot(fase)\n",
|
|
"plt.tight_layout()\n",
|
|
"plt.show()\n",
|
|
"\n",
|
|
"plt.figure(figsize=(8, 4))\n",
|
|
"plt.plot(Datos[\"respiration\"])\n",
|
|
"plt.tight_layout()\n",
|
|
"plt.show()\n",
|
|
"\n",
|
|
"plt.figure(figsize=(8, 4))\n",
|
|
"plt.plot(np.angle(Datos_Complejos))\n",
|
|
"plt.tight_layout()\n",
|
|
"plt.show()"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3",
|
|
"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": "3.12.6"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 2
|
|
}
|