{ "cells": [ { "cell_type": "markdown", "id": "9223deef-dca8-4679-8c3a-2e6aa85d4d23", "metadata": {}, "source": [ "# F: Cancelación de ruido con Python y la transformada de Fourier\n", "\n", "Parte de este `notebook` está basado en [Noise cancellation with Python and Fourier Transform](https://towardsdatascience.com/noise-cancellation-with-python-and-fourier-transform-97303314aa71)" ] }, { "cell_type": "markdown", "id": "4fdc58f8-52b6-42b7-b01e-7aec5a8c365a", "metadata": {}, "source": [ "Mostraremos como cómo utilizar una herramienta \"muy sencilla\" como es la [Transformada de Fourier](https://es.wikipedia.org/wiki/Transformada_de_Fourier) para obtener una cancelación de ruido eficiente, con pocas líneas de código.\n", "\n", "Modelar el ruido es una tarea realmente difícil. Con los avances tecnológicos que la informática ha experimentado durante los años, se han obtenido grandes rendimientos de los algoritmos de *de-noising* de *Machine (Deep) Learning*. Si bien estos métodos permiten obtener resultados increíbles, a veces se pueden utilizar enfoques muy simples basados en consideraciones extremadamente razonables y generales para resolver el problema de la cancelación de ruido con excelentes resultados.\n", "\n", "Un ejemplo importante de este concepto es el enfoque de *de-noising* de *Fourier*." ] }, { "cell_type": "markdown", "id": "d9925701-6fa5-4477-b504-b00803aff282", "metadata": {}, "source": [ "## *De-noising* de Fourier" ] }, { "cell_type": "markdown", "id": "0ebb55ab-df83-4f0d-aa59-1b75d319cad0", "metadata": {}, "source": [ "Digamos que tienes una señal que, matemáticamente hablando, puede considerarse como una función de un espacio real a un número real: $$y: \\mathbb R \\rightarrow \\mathbb R$$" ] }, { "cell_type": "markdown", "id": "dfe0c967-de4c-422e-8486-4898ef386e5f", "metadata": {}, "source": [ "La idea de la transformada de Fourier es estudiar esta señal en otro dominio.\n", "Más concretamente, el dominio que utiliza es el de la frecuencia, obteniendo así: $$y: \\mathbb C \\rightarrow \\mathbb R$$" ] }, { "cell_type": "markdown", "id": "0afdde1c-a22a-4de9-89d0-5cf5991e7267", "metadata": {}, "source": [ "La idea fundamental es que puedes descomponer tu señal como una suma discreta (o una suma continua, es decir, una integral) de senos y cosenos, considerados con sus amplitudes específicas.\n", "\n", "Supongamos que tienes esta señal:" ] }, { "cell_type": "code", "execution_count": 1, "id": "82538aea-6c73-4afa-8a8c-aa786d4316ff", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "from matplotlib.ticker import FuncFormatter, MultipleLocator\n", "\n", "import numpy as np \n", "import scipy.fft\n", "\n", "plt.rcParams[\"figure.figsize\"] = (15,7.5)\n", "\n", "x = np.linspace(0, 2 * 3 * np.pi, num=1080)\n", "\n", "y = 100*np.cos(x)\n", "\n", "ax = plt.gca() # Para la leyenda de X como múltiplos de PI\n", "ax.xaxis.set_major_formatter(FuncFormatter( #\n", " lambda val, pos: '{:.0f}$\\pi$'.format(val / np.pi) if val != 0 else '0' #\n", ")) #\n", "ax.xaxis.set_major_locator(MultipleLocator(base=np.pi)) #\n", "\n", "plt.plot(x, y)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "37f266de-25d1-4aa0-91dc-3ffbc45f9fcf", "metadata": {}, "source": [ "Eso significa que su señal es $y$:" ] }, { "cell_type": "markdown", "id": "7240a8c7-2b78-45a4-8348-989f83abb38f", "metadata": {}, "source": [ "$$y = sin(x),\\:donde\\: 0 < x<8\\pi$$" ] }, { "cell_type": "markdown", "id": "01760c70-97a8-4358-b99d-5d8ca510b052", "metadata": {}, "source": [ "Ahora, como esta señal es sólo un seno, tendremos que, en el espacio de Fourier, se ve así:" ] }, { "cell_type": "code", "execution_count": 2, "id": "16e510bb-8d31-4b31-afca-be45ba53ba16", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "y_f = abs(scipy.fft.fft(y))\n", "\n", "plt.bar(x, y_f, width = 0.01)\n", "\n", "plt.xlim(0, 2)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "fd6e7355-5224-469f-97be-320f4c2299e8", "metadata": {}, "source": [ "Se puede volver fácilmente a la función original utilizando la transformada rápida de Fourier inversa `scipy.fft.ifft()`.\n", "\n", "Entonces, ¿por qué hablamos de cancelación de ruido?\n", "\n", "Una suposición segura (y general) es que el ruido puede sobrevivir en todas las frecuencias, mientras quela señal está limitada en el espectro de frecuencias (es decir, limitada en banda) y sólo tiene ciertas frecuencias específicas no nulas que la caracterizan." ] }, { "cell_type": "markdown", "id": "0359376f-2806-4254-8df1-a9559d4ee73a", "metadata": {}, "source": [ "Generemos unos nuevos datos de un coseno muy ruidoso:" ] }, { "cell_type": "code", "execution_count": 3, "id": "e5ae8f71-8ada-49f1-90b7-2ec9fd207472", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "x = np.linspace(0, 6 * np.pi, num=1080)\n", "n = np.random.normal(scale=40, size=x.size)\n", "\n", "y = 100 * np.cos(x) + n\n", "\n", "plt.Figure(figsize=(1, 1.5), dpi=80)\n", "plt.plot(x, y)\n", "\n", "ax = plt.gca()\n", "ax.xaxis.set_major_formatter(FuncFormatter(\n", " lambda val, pos: '{:.0f}$\\pi$'.format(val / np.pi) if val != 0 else '0'\n", "))\n", "ax.xaxis.set_major_locator(MultipleLocator(base=np.pi))\n", "\n", "\n", "plt.savefig(\"salidas/noisey_sine.png\", dpi=80)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "7ea57265-ed86-4598-ace4-f2258ad37798", "metadata": {}, "source": [ "Hacemos la transformada de Fourier y vemos que evidentemente la frecuencia del coseno está muy presente y el ruido es una composición de frecuencias con mucha menos intensidad." ] }, { "cell_type": "code", "execution_count": 4, "id": "e3577abe-5820-4ef3-9498-7015e0665ad9", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "y_f = abs(scipy.fft.fft(y))\n", "\n", "plt.bar(x, y_f, width = 0.05)\n", "plt.xlim(0, 18)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "40ed37df-d0df-4473-8056-fabf681f700d", "metadata": {}, "source": [ "Una suposición general que hay que hacer es que la señal y el ruido no están correlacionados, y que, aunque la señal sea ruidosa, la parte \"no ruidosa\" de la señal es dominante.\n", "Así que la idea principal es encontrar las frecuencias reales de la señal y obtener una señal reconstruida utilizando sólo las frecuencias importantes de la señal. Las \"frecuencias no relevantes\", que se van a encontrar utilizando los valores de correlación, se pondrán a `0`. En nuestro caso vamos a poner a `0` todas las frecuencias por debajo de `4000` (básicamente todas las frecuencias menos la componente principal del coseno):" ] }, { "cell_type": "code", "execution_count": 5, "id": "49c867f2-b3ba-40f1-ad43-ceb90cdf224f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "y_f[y_f < 4000] = 0.0\n", "\n", "plt.bar(x, y_f, width = 0.05)\n", "plt.xlim(0, 18)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "cde3c8c2-19e6-4a95-9b84-2cdd578a666d", "metadata": {}, "source": [ "Si hacemos la transformada inversa de dichas frecuencias filtradas debemos obtener una curva similar al coseno del que partíamos:" ] }, { "cell_type": "code", "execution_count": 6, "id": "d221c5d3-ab6a-4ac6-b0ac-a07f0bdb27cf", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/zerjillo/anaconda3/envs/cursoAstronomia2/lib/python3.8/site-packages/matplotlib/cbook/__init__.py:1335: ComplexWarning: Casting complex values to real discards the imaginary part\n", " return np.asarray(x, float)\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "nuevaY = scipy.fft.ifft(y_f)\n", "\n", "plt.Figure(figsize=(1, 1.5), dpi=80)\n", "plt.plot(x, nuevaY)\n", "\n", "ax = plt.gca()\n", "ax.xaxis.set_major_formatter(FuncFormatter(\n", " lambda val, pos: '{:.0f}$\\pi$'.format(val / np.pi) if val != 0 else '0'\n", "))\n", "ax.xaxis.set_major_locator(MultipleLocator(base=np.pi))\n", "\n", "\n", "plt.savefig(\"salidas/reconstructed_sine.png\", dpi=80)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "09f85268-cb3d-4144-be2c-e55ae15daf7b", "metadata": {}, "source": [ "Es interesante hacer notar que este tipo de supresiones de frecuencias poco relevantes es la base fundamental de muchos algoritmos de compresión de sonidos (`MP3`), imágenes (`JPG`) y vídeos (`MPEG`). Se recomienda jugar a eliminar menos frecuencias (bajando el umbral de `4000`) y veremos que la forma general de la curva se parece a la original. Sin embargo la información de dichas frecuencias se puede comprimir mucho porque hay muchas frecuencias a `0` que se pueden eliminar." ] }, { "cell_type": "markdown", "id": "760f2546-987e-4dc6-be34-44342beba6f6", "metadata": {}, "source": [ "## Convoluciones" ] }, { "cell_type": "markdown", "id": "3e9cd511-8da9-4a65-8617-220f883db110", "metadata": {}, "source": [ "En matemáticas (en particular, análisis funcional), la convolución es una operación matemática en dos funciones $f$ y $g$ que produce una tercera función $f \\ast g$. Se define como:\n", "$$ f \\ast g = \\int_{-\\infty}^{\\infty} f(\\tau) g(t+\\tau)d\\tau $$" ] }, { "cell_type": "markdown", "id": "10efb74a-353e-493b-9413-3cf12a43748d", "metadata": {}, "source": [ "En imagenes digitales aplicar una convolución es aplicar un filtro el cual desenfoca una fotografía. \n", "Podemos usar este filtro para desenfocar el ruido." ] }, { "cell_type": "markdown", "id": "3bbab283-8f2b-449b-a71b-0d2a26cd2138", "metadata": {}, "source": [ "`astropy.convolution` proporciona funciones y núcleos de convolución que ofrecen mejoras en comparación con las rutinas de convolución de `SciPy` `scipy.ndimage`, incluyendo:\n", "\n", "+ Tratamiento adecuado de los valores `NaN` (ignorándolos durante la convolución y sustituyendo los píxeles `NaN` por valores interpolados).\n", "\n", "+ Una única función para la convolución 1D, 2D y 3D\n", "\n", "+ Opciones mejoradas para el tratamiento de los bordes\n", "\n", "+ Versiones directas y de transformada rápida de Fourier (`FFT`)\n", "\n", "+ Núcleos incorporados que se utilizan habitualmente en astronomía" ] }, { "cell_type": "code", "execution_count": 7, "id": "28099bc1-c144-42f4-99bc-cd25d2da5959", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "from astropy.convolution import Gaussian1DKernel, convolve\n", "\n", "plt.figure(\"Convolucion\", figsize=[10, 10])\n", "#plt.figure(3).clf()\n", "\n", "# Generación de datos falsos\n", "x = np.arange(1000).astype(float)\n", "y = np.sin(x / 100.) + np.random.normal(0., 1., x.shape)\n", "y[::3] = np.nan # Cada tres posiciones metemos un NaN\n", "\n", "# Creamos el núcleo\n", "g = Gaussian1DKernel(stddev=50)\n", "\n", "# Convolucion de los datos\n", "z = convolve(y, g)\n", "\n", "# Plot data before and after convolution\n", "plt.plot(x, y, 'k-', label='Before')\n", "plt.plot(x, z, 'b-', label='After', alpha=0.5, linewidth=2)\n", "plt.legend(loc='best')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "8e7338ec-740c-48f5-a572-98c0d84532dd", "metadata": {}, "source": [ "### Convolución sobre una imagen\n", "\n", "Abrimos una imagen, en este caso será la imagen que hemos reducido anteriormente de la Nebulosa de la Tarántula." ] }, { "cell_type": "code", "execution_count": 8, "id": "201677b0-3c94-4060-81a5-c32061e1e596", "metadata": {}, "outputs": [], "source": [ "from astropy.io import fits\n", "\n", "ha=fits.open(\"imagenes/salidaCalibracion/sho/imagenFinal_H-alpha.fit\")[0].data" ] }, { "cell_type": "code", "execution_count": 9, "id": "1f1b356f-d419-44e8-82cd-1b992f00881f", "metadata": {}, "outputs": [], "source": [ "from astropy.convolution import convolve, convolve_fft\n", "from astropy.convolution import Gaussian2DKernel\n", "\n", "kernel = Gaussian2DKernel(x_stddev=1)\n", "result = convolve(ha, kernel)" ] }, { "cell_type": "code", "execution_count": 10, "id": "6f437f75-d736-4b37-8d8e-e8e7a58b0e5c", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(1, figsize=(12, 6)).clf()\n", "plt.close(2) # close the second plot from above\n", "\n", "ax1 = plt.subplot(1, 2, 1)\n", "im = ax1.imshow(ha[0:500,0:500],vmin=np.min(ha[0:500,0:500]), vmax=np.median(ha[0:500,0:500])*1.5, origin='lower')\n", "\n", "\n", "ax1.set_title(\"Original\")\n", "ax1.set_xticklabels([])\n", "ax1.set_yticklabels([])\n", "\n", "ax2 = plt.subplot(1, 2, 2)\n", "im = ax2.imshow(result[0:500,0:500],vmin=np.min(ha[0:500,0:500]), vmax=np.median(ha[0:500,0:500])*1.5, origin='lower')\n", "ax2.set_title(\"Convolucionada\")\n", "ax2.set_xticklabels([])\n", "ax2.set_yticklabels([])\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "f20a78e5-53df-4c16-9972-e5342a346450", "metadata": {}, "source": [ "Podemos ver como varia el flujo en una región de nuestra imagen cuando aplicamos la convolución. Vemos como suaviza las zonas ruidosas disminuyendo su flujo. Por el contrario también disminuye las regiones donde tenemos nebulosa." ] }, { "cell_type": "code", "execution_count": 11, "id": "9ac15371-2789-4658-9a46-9b0c03ac6098", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(\"Ha\", figsize=[10, 10])\n", "\n", "plt.plot(np.arange(len(ha[100,0:500])), ha[100,0:500], 'r-', label='antes', alpha = 0.5)\n", "plt.plot(np.arange(len(result[100,0:500])), result[100,0:500], 'k-', label='despues')\n", "\n", "plt.legend(loc='best')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "e40ebf40-1d2d-4751-bc32-53453f51e971", "metadata": {}, "source": [ "Para evitar que la eliminación de ruido afecte a las regiones brillantes podemos crear una máscara para solo coger el fondo donde la señal sea muy débil:" ] }, { "cell_type": "markdown", "id": "1ed72b21-e9af-4442-babb-34ee7d61b279", "metadata": {}, "source": [ "## Máscaras y convoluciones" ] }, { "cell_type": "markdown", "id": "5a0a6472-0786-4751-9daf-523e0266ec12", "metadata": {}, "source": [ "Generamos una máscara con ``SigmaClip`` para seleccionar regiones muy oscuras " ] }, { "cell_type": "code", "execution_count": 12, "id": "8836381d-abc6-43bc-84ca-c0afcbf563d8", "metadata": {}, "outputs": [], "source": [ "from astropy.stats import SigmaClip\n", "\n", "data = ha[0:500,0:500]\n", "sigclip = SigmaClip(sigma=0.8, maxiters=2)\n", "mask_data = sigclip(data)" ] }, { "cell_type": "code", "execution_count": 13, "id": "f102109b-f905-425f-8ead-c54d458b69fc", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[ True, True, True, ..., False, False, False],\n", " [ True, True, True, ..., True, True, False],\n", " [ True, True, True, ..., False, False, True],\n", " ...,\n", " [ True, True, True, ..., True, True, False],\n", " [ True, True, True, ..., True, True, False],\n", " [ True, True, True, ..., True, False, True]])" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mask_data.mask" ] }, { "cell_type": "code", "execution_count": 14, "id": "9717e9e4-f20d-4819-88e9-b7ef9c6608a7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.imshow(mask_data.mask, vmin=0, vmax=0.001, origin = 'lower')" ] }, { "cell_type": "markdown", "id": "46499a52-9caa-48b8-adfd-a21e21887d3f", "metadata": {}, "source": [ "Añadimos la máscara a la convolución" ] }, { "cell_type": "code", "execution_count": 15, "id": "67a3959d-f613-452b-bdc6-1dd516f7be41", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: nan_treatment='interpolate', however, NaN values detected post convolution. A contiguous region of NaN values, larger than the kernel size, are present in the input array. Increase the kernel size to avoid this. [astropy.convolution.convolve]\n" ] } ], "source": [ "result = convolve(data, kernel, mask = ~mask_data.mask)" ] }, { "cell_type": "markdown", "id": "0513030d-5f60-468d-958c-81f35f7d2461", "metadata": {}, "source": [ "Podemos generar también una convolución a través de una transformada de fourier." ] }, { "cell_type": "code", "execution_count": 16, "id": "27e8cb05-0fef-478b-a386-c03c917ccfd4", "metadata": {}, "outputs": [], "source": [ "result_fft = convolve_fft(data, kernel)" ] }, { "cell_type": "code", "execution_count": 17, "id": "400c7864-740f-4286-9bfd-123b9024c366", "metadata": {}, "outputs": [ { "data": { "image/png": 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XkjNw//g0WFVCQRvfswPNtrdI4/cI7OapJwUcjGz1rQOqZs0xIdjjOjer87T7u7/7ZfH7ViNXfE+3/b7ZDV47JcByj1UctMZ8OJ0a4XI6tb5zHhK46p7HMeI9eP1cmjjztDTbdrP36yRYKSiHYx3XEUtNqQFpk3Wr+6uPt2EBIZ3BQemp2XZ784CUMyzfwO4P1Zkg2USAv9vBplznE+fLOCd4Pe69aCSl+bq0Iu+f/c3y3d2uzRONCIQjIWv6QntP8Co3EAARk5MvjZ1dlmoknCE0swrKdNESuHQLxxelgLL4jDOb3NjL6dQA27rWz5dckQEnIwYGk5P8cAwWk55KbHRFJriyiGbA1CYtGb0CNO8r+UI7HcWrdOPAZyCzaOodpXZf8P6y4RNocIKnAaxBGEOOeUodG2jLiryfgLKro8zFsJtRsFRA6hPPplQXtDC63e/47ooY4JLPWdO1vTO+JzKSxVIDWcnqBuFzw272yD/yCQqA9PlrN2a9J1dK9fzDeCn7KYunrBmGpQOmdjrFeHHmNZBZHYN4RvfkzQFinRfC7NHQktHPJd4BQWaw2xxLE2cOqJ8hw0nQFddz1t4Xuk11fpc0NaYy58boLksdW85p94rL7b6ytrwWWXz38u209M7HKveDgPBlqWFfXb/jXFxW2L6+z3gmsurjZ+W9dqCdjm/8sTIZNgl7uN+h3Ozrn8nQso86Xy4QOj/0TcfvqfAd7fI0VSKA0R4s7f1ys7vEQm41ZSCBy6zOurZ9hQ5Z9ujFbheOpkYt6nfeASgCdYMeQfCybDOIBNtjG9nmIDI2Pge4Pdt4XoKfSVhEoK7Bm5uzOV/mhJIM02mtYMusOtAkikbgGUTA5LZHnmV8BmWeGc278I4sJRTaVrMKQEgwpIRyd4Nyu4OtJZzsjm0U4idYV2cc6966b8+enQA4nUBWsIHCIUJruYFMEmXJGinG3wMy3qVjP4M4WzPKejiPIjDiM8/AksVhTkCq12wOUWnMpw9lOG3sA/+/rm1dwZ32eB8C1tUu8xkm8yj4sAbo1APBpJaHB+BwRLp/rCB6eMellCACbJ6a88Y2MtZAe0YF7OFcDs5p9C2h7OYaUSil2uyT9IXRhLe09wSvMnj+kPWmbRLEC/VNp+QW+qwblwMq5M5LDWBDI7KiZx8J+NSTITBdlmExyiQK76ht5AbZEMmsEZQBPdMwsL4dA8r+jgZUGURlaoHGPDJEqoCZzxSsZ71XWdEmxZT6a60rypLPpQZceDaEpw9H7H7uu8CxAjfzcIh972VbwL7ZNCDcs6XhLAANnAI98ObY+fXLMKZ67ZEZiwUxT8i3u7o4J5lXI7Bif47HAI4loTKqJwd/ep/YpB3Qy8IKecdSn8dMNjsfz46N9HFVp4aAGg7M69Dk5qD4mMUmTJDKKaASjDT38oGRuQDCm49G5yq1/9dr5LqhcK2aAcdFWI7c5tjo4bPpJs+fU2VBIlqi0or9DibPWi/poHdZGsPBMWAoaUpNusDwmbKvtDUpodze4PD1r2B6WLC7r0x4EePZMd8fYxufvQy2SlkRoAKo2xu3L7nOS5fjlAVto+02dl5gcEwUxNkGA077vuYKktk/uXZZFphH52jXyxhuHNuWfIFtWRrwHZv5nKWzSSe0ODi6xE7q/3mdrdaFcuVay9Kz2QxTlwLME9L9ESWlSl6QdV7Wti4mIUbO3ksvl2NEK+7D/ibrx82Z+PZM8tzi3HQMqoPpYm4DdIjH6/vzkT0t81xtvZU61qdTk5YkeaalaexDlrWuKOXUnC8n1MiI224nDG5p+wglaW6/S8kIILg1f5ZFpFDWETu1Hw1EF8Vfw5wph0NPVg33KjnX/WxKdf3ldt3+gxfmsUjmouUCZOn/liNGmcOUYOXQR0BUJkAncJrafkHsp47FWb8sHK/8rILXdDzBHg9B8lTw/HZo+v7M68BoAQgPtoYU1soE6ecYDnKtQ+j+xFvotHFkZ4ps4gQM+514Y3amFfUb4owBJAhcFpQsi83BWoQyw/vemJg6wbip8rplmFh8wa4BwcNjZaJcG8Ln7RhH9tn724VgR3aTYJXXK6UHOQpAJYxaKPWIcV8BiM4yNTAXjJ0Y2g6EctxHwM1+xv9zb0QH3VEAeGVkjyfYumL+he/1mlWgTXI3mgEMp6n+jax8HhauLFaOUwBXn6/BrmobPEHVWHaheQdJdeMrbbycGS66WVGCoUwm2QIfh+KfDfBFFnKaXIAvbBjXW5oE/BZglmiIaFgDQDNy4FGSzrjzsxyDbq5KpGDYoGJM5tQ8asolksXcLTSApTSNF1CjANT1auO8Va04AHs84ObnvoAx9EZnwko/X66tNa4/jz5EOJSN83RKgO2ETdkArpwTb2vj5iu2Oez+eG3/Xtvs23rpGeXBXo7XIItHkDg+pzvott+jfPqihmIPx+rskQk7nnonNORqA5i91JLBbm/r9U5LfabVnW8zEDSFVtPXvHlo1Q7Hen+urzcPzpANEb9ujDcSm0a5QnH7nFNb95SQPL9DSHX8XcRaYqjdHGCVAgvZg9VQt4y1pVTXvMqQSAaxLQtQphZGjz5P7T0kACv7L/Z7cKwJigGEfCv2C/99OGb+PGfYZoMsaPY0A8hPv/8g34Z5conZXzNKOTb8sKy901eG5x71x9rnJTf9+pZeeJSZFDpr/mNHqmXA5hbhNGuglQ7LVNdnSAZGB1Kff1mR3lSdtq25McXrug3GN9qHyQbYLmS4FVkAAaYc4ES4R5qGJCuAGh7ahsFQo6VJYuE5VGNa2VT3WIjkJ9Lb7Jd4PtnBsf5Nk7D4O7ZYXOJpmHxmmrB+7Ss4/ugtbn/2c+DV6wpkzWDunZQEYaIF3GQxxAxtmbX+ritwc1MX9JqBx0cf5ubdEowUH6cyTCibUgMUwkRGaIRhlwBJ8lmO8yJeNMchNKsFurGZGconz+tkvX/wr5WOqVQWPUL9Cr6mqepqfF6EYRaWsz7Des46MAmD80UMaXjyXbhuYCDzWseS0goNm9OJSdKn2OQk25SspEYjAHShdOvZ+HCsnO3oGXEASZYx++QOVTk5sGYUAGjrViIXwc4DjZXQ8SRAJ0MBguqBwZFnKsfTNktFUE7AVEoFrPsd7M0DcDzVd+zaPnifSs5Vx+abWDmd6jo6rDXhMjVbQ+a1sz8frW7gcuucItmIOvvLsU8JXRIt0BJUyKCN7X10scHIDQxnLj37Fn3TjTsNf9tomtA13pP29e4W+dkNyi5Vy+FZ2gCAG5fVRATB2tjpmhwc5e76CrbqRVqU0D9ntNnab46vuc0uucoL9rvKWp1OvRMJtNA5pWYRGXkCHCjYdP1m1dZONcelFAAVzAa5UdaqkfbxMg3fd6AqBbNG+xw2ZFnqPDOresetaJyPFxnVSLjm75M1gMU9kvdejygnCME1NGqnR7CVmoSxRR8EEF4CZ8NYdhFT9vdSy6XpQYHGGOv82fqONjoQU6rXcpsYEYUtoE5GH5MnQ/bzJMg4PqsZypRa8n6RhFD2KVk31+Nzj0fg4dD/nu9giyDdaO8PXinMjXBTA2q2rjVcK+CGxrHTKFmqrIy/fLJ9sYGOGh2yd5F1vmtMUMkdkxSgL0mm8ySyA0vAuoR3Edee3ShrGIWALAZYQGqaKtgLgOLXVxY1Z0wv3+D2/gC7f6wGyTfZHuC0sPNmeJOLiKDYE9+KL3jqwgLw+DNQTgCgYy3rPzJgEvr55FnVQ756gzPtMnKE5us7Wus7AKqx4dgr4KFnO+0a+ApvvGkzx8z3svRGqwsnu5QgWEI+17qioGXXd5pc6oIIFlUPy8xbGfMAr9Sayu+LWZtHQLs+WZsu1Fh/5x+s19j7mCmjoBudrJsuwVAMaGh0mbG9lQjBShTKQjD8K4ahky1M/XuLMJB6wclCo2b+zqP0ir40ZaYIKobxjJAWM6dPS/O8a+fa3/XdLEsY85g7QHMGNfrAOW4sE/R2g/hD2Zw17TYWoL6T/b7Zo8fHcPRNWJUApdy4/Lsf1BSQjpGtCxn38ft142/cHLnvPNXeBUjnDDutVU6lcpzS9js699Xm+lw3VPJjcNi7PpaC8nhobClJE+0WIzCWYLupC8uahoHnG5QXdyj7GbbfwV5+GQ4b8uLJRe7k0VlMCUhwh1bJoe1xKaU0osDHBodjgLjzsav35t5tt7fNVkq2PgmIsvg6hu8j2kZgGIA0d0C3VqioAC0y3mVvCClB2CMBVCEv8IoBOhZu6yhrquQYqwUJKKaDwKb2i/OAlTI4rty3n2p5RVnQETUdUNek43HsOKfMoloLzB2vZa22mxHbw6FzFMrh0Ow0yR13CkIqCVRYxGnj6yIkIllwIVLrC//G72iuCNtI0DzRPpx5DfZqatlinIgQEOEbPL3F8NSyyQuc2t+BGnLdMmpuKIp7PeG1rWvz6HQwNLNUN/nRCwq9zxxJM/WzZNWG8HNk4fqCnOp3yXZWAO/XeXPvz897lR4QWGOc4/qig6oZnhJa0XC8AO0I6aqRAFo2u//O6NExS94XRf7kDsunt9h/eR8sSyTbRYKRg2uTMbLU2AeO18iOs9oDx8M/U4pcg+/ZtZABvjQpTMB6yS10HwDXnzV0lKK3Vpa2A218DarbMWtGg4DIjWM5Htu7Z0Zwx86WBtq2dHfSh3hOBcFhFNvmwz5EUiHZsZRqVumy9Bs734OCA3EkY4x9XGJM6LRwc6LHn1I1eCkhf+VFvdx3v0Bops3OxhOAOJs9+xzOg7+TmCkxjyRMyfdI1oGODj9L7W5KZ06BzoN4Px9z041QTeA8A8dj28RUWsU5DfQZ9RGeb2DlreAx2McEYG2ggn+j0686WaDN4y3gqpVkmBilAHmrD2wCQGyuFTTKmwck2jaXwkWZJTayWLntZ/X33kcF0+P9VHPI6BVQ19BNzfauFVJICvm+RucvgMWEMk0ouwnmILA6lam+u3hecUKYoBmkzwZoVaJkWYCHR9hRGEdmxE/M2xhYNTYFVQ76VLoT+RW0twSeyxBpkzmJMjXGF763MfnHk9dqkpiQPIzgdM84BZFAZyTez4Rzx8ztTTkee7JhSk0iyb2YDnUAXcEyrA6Rmc1fzu/FlguAta0trwLCcemd9GG/1WubRbS3RhHERl9iX9e1AfexrCLfBeo4GZ26IW8n5HdmwFmd+EagWHEcYKm9E91/n2gfpHk1hlJUREzmwz2O0OSNjJwOwMAOtUSpxubWa7cJEIDldKrAyhtDKh3I84kRdcuiViaNZGnGlAb6TDSE5oFM0znQylKjrcaNG3OszJN/p6yoQIiZ8WWFeR2j6KeEmM6SuZAbUKGkYeJG0lhhu71BeXZbJ/mXb0AtaLmp5UNM2dLTCel7X2L/8k3NSDRJqGM4P1gC26xCoONNDWXtcun+3y/+AbQFM2+dcQ3W1f+uoK4m7tTvx4JhFiONVikBgPrap83olBV18dzssX71OdLLe9jr+zbnhHGnzIXPZcPc7hLaxBEpaqwkRGo2V4cveURiXdtGw2v6hhF6ONGOa7UN3rNFMXYB3iIcqf0opR9PoF1H6zR6gpQdHLzTQNN4sSWr81PkJdQIb0mG6hD4xsZSel3GedPTFQfUkaUcEokaMbHdrmrlGC4TsFwSgI9YNmBbQI6/Ew1g/7fR8Sr9v0eQ+bYWLOMQLdjSqAK9bRn1ebnZkyhnqLq+eoHNbsT88dyJlhVeQ6Xl4UH6a1UvuR828nWtrKtKHaLfwziNfdkCjtMUZbEAVNtFB48OMm1kKcCpwB4PsNNSo3qn+vnCz6Gg2FqrckRf1ibzusRC0y66rr0rt8Sm1QP0OUPGNDmj38BrV9OTNsz/FgmapQCYq0MMdIdY8Pli/IY+lzlVEB9f8L3CBhmiSxU60B1AWr7vcr2w2dpn7ksE6BHuFjJjnqv+d80oh6PU196wQR51jf6M48r/x56SahWXp5rY9yAXcz8+mzKfXBqhQHZaGx03kWh1hB4liUEkZhh27e8jOcHcHQXIAm6fat+f5lWbd8iAHnApACVYGDWl/L1qL60fDLZu82MiDPWHXamTDBxz82JHo2epTRjdrDXkGdmbaJ9jf90IRFbu4RggL4TWpSA0sNyMS66ecdRfGyjysbQW+wqIh+8gVuvjhh7YP3s8BcMVzNXxVB2PUmtpdolARcaFi3WeqxHLa7tPTi3RTpLbtFoErw3OBX2WzUx1guLdOchdq9k3MqCTSC7A21svuWBpEAGA3WETk/XPG5twXWzp4VRDLFJJIZjtZD0DCnTAuPu7zjsNnwnTX19nM/yRUOLjEvehsxh99rFOaOCZhoAg1xnqiGgIAGCEofu+96Urr+YhoQjPH5serWNSRoDM5yQAUNZV3104lH4vkQJA68dqc2YAd7f158OxzjksbbylRBtobD9e7No3tc/Jqn1LE4INfaopENgK+wfjk/rvAAIgSr/2t9oltlWBqbNTnUNMZnFsrP6xqw5q/d1U55ipDUXfJ7KlXUIwmuM89nkEJ1tSiDGHAGgOdVfazf+2iN2nY1syjBV9JPs+nt2Z05Lt6bEe+8f94FILxp3veWO8ydqyjKATPxZ7YIn3W5jg7ePRHQgw9lf1xbk0KRRQ3xuBKMdJwdko5dh6LghW4f+1zNmWhplOtT93WZwYIlib2n5a0Oyf7XaNQaZjlHNfTkvu1VV22GojQRhEltvssK/EPHwHa3sWf8YOmI7XJUtuMp/0+wluT5JjoNyAqbKunqCNUnqWXgD629oHgdeSvLaYbG5dncb9rksCqV/KFfDpkZLMOlaan2xKLi1soINDQ+VgIK4/hEiRncXKa5tIwpYSGMWApQZUWlku1ftp9QP/fC5h/DoAqiFZJntJqLTTq4wLlAzzqFHNpU8wIjAYtJIhrVhW4PSmTsZ58kQ0q5pbTiSgbfAC2i3tGqudDF2tPOmjbjDxDj2sFEoL3YC607dye/95qffgeIzMrIM0HY/NU6r8XUZoXxhIfT+azFOv63MpZ9jh2NjFgVGMKgxJwKyG+bmR6HujLjTA9TDntZ/OUBRlpjhv9BlSA8psCmAxu/6cFQFiHGU+l/NkSh3HDlRqaao1oyv3w6Lb3u8qsZi7+R6nhm3JByhV4PUBsExWV15La94SUNMoZ3eQpl0L5a7y/UtJGh9Lc/bJuMFry9VhsJt92/C3wJ/OxS4UPoCytPHdrWvw3md93QB546Y3huIJmp96zQSWso+Eo8hN+hIDDDQHn3kTht5WsZ9jUtQI8MfGiN+yxIEnZlZPeXJQYzz5aZXQPYCyHuOetr/ttZRjApsyxOMYd/vmW5wXbVxb49glNOCo0ZxImqbdt86GRBUA7cPIpo+gds2VfQ52sQQoCj0+ryuRWB7aUu1Y7vemS9p4nXfCEob2XqsWrBa4o9pG1GoVgL+vXQW51j6HZWC05TkjmfYdGMmuOStaeKgO55JLHsrB8QYlAkAHHIuc3GY3UoN3a0w4LonPkvtEYe0/STUFqe/5bB/MvJZksBMnvaN1BUICOMwMhQkeQqtHBrx2XEL4YGJX0ZfaPOyOTWPTgSLwmloyjZkB+7lmQkcSF9CdJhFeBD2xGk6y3a7X1ZFp1ftpYzJY/CwAdoMFi1OGthJ6SqmXYt+oPeJ9JLM9xoj/Lgnl2S3ysz2m76KWL9KyQ1o1wTy8o3odZcc1Yenk4v0gQ3LT2oa8Y21/142L3nNp1+PReCHHIKO6LOfG2KUSI6gd63u2oZcDDTxMz+tF/V/Xl4VHLdnyI2PYNQWRktlJJ6oD12utKxzj5fMgPlNKV05NDy3o5rs6KgnNCOQacWhOz1oZXmHJtel967iK3hUQQMkktYT1a5/i+NVb3P7M91pmMQEl78FNzcx1Tf5+pKxYV9ia+jQF/bpBDGEnrhEyVqHtlmeiQxBhs/e0+z807dKmoKwK39lJKkRw/Yv+rRxPbS6JMxWtq5gyMkhTEBvnOkT5DgEZHSoHBuV08uNRN54nuUOs9x/7kN2xJSPkQLhj8C41aln9XrVvCWcZ/gqm9buXnpVtzRWMwvfWm31oFcu61mSYZcHFSgHGE49EQnGBGNl8NgJv1Zm+DcwqSzt+NvZzdVZyW7vCOpfHQx9W1ioSXNvM9D+d6t+TNbmTSqy8NqyeuHUGR9UWmnnya4o1EGW61GnqwLnMFo3aTsmdorXWaN3t8M//wu8FAPy2H/1r2nfyirJIrVR/hsgjAbrx6e4t+1LYvFGTqi3VE7jK81uU3YT06iFkGUgJdncnRFY+v04kulVpFkSXerEta11ntClKlkXpxNzIC6C+N+4NWyB5o30QeO30UwSrAwiNsGleG4snoQmdwHVzzuch+2C70iZTpQujCu7FaFDfs99FSR6LheaLVdeymZeUyO37BJkEMyMj4QAiwrEMz4aYPSGkBwFYc3tG166GKFsAxJn0QoFkcfaBlDvQdIbjiSLU53zxJaaHPeI8cIbPyaDz/SRrwvRLjQXpd/v2u9jQBs+e2YNRAovjgp7h9lJQer0owzQk/nTjz3Hh5yQDfnPT9lqwZC/H4v8BimKOVE2ohsW7GsWci6rjMWvyGV7XN2HVcXURBgehWNe6kcbmvQLU1w6VBaIChFavANqYqGRHi3Gjgf2YB2xjKFQkA/Xf1RjNb5Y+nJlS1Vnf7GsY//EQgDoAt5XOoSAbU27r2ev2cEDo6H2TCwDKvrsxDEZ9FQ3bCJJjnPz9vd0e/nA3dQ7ooKiuWeVDbLRhZMf9d+1Ql5484MZTywlJIkxsxAMw6iIzXFPtLHoTR74rITWu/XjGDQCrjaHgTq+71v3nEuhTQoORJRNb1IHlC+Cyux7t3ABWxn+7ra7HsF+wx7Qf81wjLrhpxMzYRha4k4Dw+GtDZOizXUruGskNXpPXI/NJLTF1qwoCiQEINtcVpRwbYPOIlTFhTGpY8xjYakfR9mhGm4Dz2r7J+jkPIKRKtBf7XZ1nSd752EqvGQ3yQByMTU0p29KODgfQyqWNcyNNiLqrKqmg5Eyc85AfqFPq76LMCUVOBkVxRvZmX09EO62wL+/PvhunN7qNh493ud1XnfHjqT++G0Ak+gJ9RC23o79jrJ3wjJq/QMVhf0wOKRiZUvWw5OcW1uxZpq6guzNGnccR18jx3bMkDzJ2AhrLgjPQVI+MW5vomguFGkV9wcpYkoWdrLGeZueGkmH7MMz0UkrrC0FyKegYSt5nZB4ZdlLjvJl129joYLb1vnI0bWzwh2O9x7QxruosTBPKi2f191+8aoyfhp+lj3GMr8gygkVN7VQc+NnmbQx8TCnJUDAuwEvLXJ3VaqSWjdrQwTAxkSnGJ+aHM7dS5zbKvAFggXsyhOZzpDu5TTdJBct+mkvUGwSaAZDIQjDLdDz8PVSdsG8gBGjz1CUTqvQgfq9jo/ptjuM8NfaM7FFCF5Lv6qOSieHzrStgM/Juwno3Y+dzlkzx+iNfwZuffIEX/+HLWnuS3jXniMoA+O95wunHPsX9T9zgK//Od2udVy+hQmel02C5MYw5vfcT0XxudMlynKNksy8lqXwELQgHMlsbjE3nMHdgau03c2crt+QFXZRhZI6sRoHOWMkRMGbRK7Kqx1P9G3MoLrWR8exA8wYQPX+4+n+pRR3f37ID471HAMrPUm+s63VZYXAQ5zbn7IAF2r55rjKDWz8i+fHoDuTjxj39+vud/83XN4vj83nGZGN9hi3HQceA94kIk9sy2leV7+lYbI2ds7tF+6UkWM4tshPAbgp729Vu1SjaJXYeQMhogGqL+PuzU8zadavmHg3L+DV/24/81W08xrmVpZpAPG9uYFxKdXXA1a/fnZRVCoC3sKIuIYh/zwnldoflkxtMDydMD1Orl81raISWtntKWF/cYH22w+6LR9jLIVI8z30kXiOTWuXhVGUUttvVqLY1J8cApOfPgdfbjwJ8P5rXlRsDDVWqiJkaOGyAIyn236qLrOcAhGuC4EIXSYCsWjC3HI996EaBYSwGZzlLAYo19ks1KpHpTDbQPQGvpxmf18ULdACuShyEZeTndDLpgQnDCWBh5DsjMTwLAR/ZS2V+g6kGSpnPf8eFxeehBpnAslgFXmZRqHs+HOuE1sYJqRUc+E6Axkoy9OITujN6kgzVhXE0g3wLZGtz52isIVwgCVRsZ+MqyVAjICbgtiSyBZ7QIuwxGxe2s4R2OrWamOK1R8UHbvB8p5fCncnA8m2jUY9raZksOjdR33bqrhcl0LReLDW2uZ0yFwc5jO/CNa/zF/eYv1fqBivvLL1+wPOfAdLL187giHyCfWDILzzzjN3nD/j09TGypjuwCjTPXcNdN8r6l+49VDaGdiajFD/Z7mNnXtkYIua/vdVkyA3GjiCHJ+fw/1stF5R1g3GaPEQ5Vd1deVz7+a42NZdeVpBKjarpPbdC4FvA1fXZXcRBHfDNZ9363QiqaLMEDCTzNfgE+5rUflcbXomcfk8pR18HOfse98Q1rVYkKCk54bKDAZWtfDycg/qJhwUA1F0FOOLnuH/pHqUSM+5Nl1rJLcPeq/SopMrMGrB0J72THV3S+IzvmESWMrqQQxPOgOkk9tHtagBC9E5IsjZWjFIAXhN2cHbyWuf0pTad2/DNJlIMOvdwmx3aYB4gkL2fxALsz/DMttYk5GKGqBTh/9lxwfQmIT0eqybX2fGo/8zkwN2uyfnWjHRo4f8YZ9ZA3u2i360TVudbSDFFasqyj/tdI9jYhyfaB5XKasxTG4RxccUETcIScaA7Q6WAlrTxHJt7WWQDJRDNztpKxn69QDvqsoXChx1LBf9a363T6DjApJRB7mHu4dqyojw8dsxghC3JstJI+jN13qlLDmoCDBAhq+KM8+j5KtsqhXzN+hB50Y180B53YJhaXz4zJQPuyU5fvK4lWg7Hs+SkGGNPWmO4O44/jQQKsoDu8abkjGZq4Z3Ri1cwOXr509RLCKifijBIA2tdYpcYPK0C0MLZPiYbGR/x7KWdoNUV3ncmk6Hr0C/j1LMJ5jq2tWUJRz/PypHk9vzAWdmyjiUVj77+bpA18F5TLZ+Wv/Ic6eWbcEiiUkJCVHsIxlRAc5xokxLs4BudJkWtK+z+EdP9Y3+ylupypSIF9u4snk6wL75EHEDAOcCxySUc4UiM0BDVPAG2q+zL6dSSw3Tdc9O9FHr9CFoQDk81na8jS6nM2QgsHOSQ2Y8KHRoK9DBlsDq6j9BWaeRD29Y9n2oKyJ2VjHqiLkspjwcgIeq7biapvUsbgaEmP0XftW/9OJW1HXpQ5rntF3ltoHWrqkHXhZq0VK/vSTknP0L9AsiMEwhHycbYV6ljyqNpe6AoLRxusWfT1CJQviYNcDufQWlJWQfCoWNxpRyg7tnKHPM7SgCN10G1QTGmeWrPxiO/9QQpzlXmATBZbguEjlE9bfMMu7l5++EE4tCH3Gyeqvb55CVKx+9PUztIoRQ/TnbAPqXEqYW2rHXuo+4X9nDAdDjV+cLybECL0BIraL31dUX68gH2xhP3Xd5CuUoBYCbAk7bDrCYhmjWpwW7un5f3XzPWzz+/PFb4fjSvAbbaTW0DwMZ3GFomSNAkrGWB3d72+jWW5tk7ONATpHxAVHdIEHJWFzVepIM/6lq7LEt0APBMG8T++4uzXBdeaHq4sU+e5R33z73xV5aVQxWaS58oBC3ah1GyoIbRz66Pha0OgmTrh9cLGRPN6mcjCL1/QBw0MYTlxnJlONLpSM0RSLJwFEh4SJ0TVg918Idq1/VEO1gB5j3iLOXDMcJePGGrK0HFd7bBvhaUHkQpMxzOhjMF0zCfxrmAtgk0YFvfcykWtfIC4ImTFBIINr4DSm2ClS5g0qGC625tuXNIVjPKk2UJ/7ijlL58aB68OnIurbDdrm1UZJz3u7bhnE7QhC49cKAxoz1wPJMKTNb6JWW94tk2gEokJxC4zjPKizscf+wT7L5zj/TydcyVM91rLu40fbzg9SxPgUBRHXeuNya+bWV/1z/4ddyR2u8bQGQ7USpU2n0eD54Qc+hJhCyfY9NKGBuh8iflAQJeIqFWbVCSBMD9rjqcWyH2S62zzdIPguwt6QGvXTKQ6gbOnBDkgqLF4/lZrSyz1ZSEeTy0MoiHIzrN6xgpLAVYJUlXJEvbz+v7MckiRiYvfNae3cbBAfW4V9fHB/DNwCr7odRur/8Y3nlCnZtAKzdFYmuMFCTr37VGdN1ZCOzB2u25eM31dhhLTQIr9RmSwY5+Cte7sKfsh0e/Qr89z1XC+DZdtO5huVRtbJR/7MGzHlwR7DkdhvqJymLSuVnWFskj2F0ObVzYlAGmA8OWC7D6Ed4shcbv5NKIRgXPMJTdjPzJLfLNjOnNEfbmseVNHE99NPYdtOMfpHkNL14RvgzoWVhUvXk/iSrAJADs9k2/Vwrw6QuwXE7+rBaMx5uHXoqQh7DpmNREZpMGNvnJIwynsg/6OTKbk7VQbLL2ghiSvvci1hTJc0HumDwlhm0v0gQZq6jztpVwwO8OiWAaHojxWgbAsOa66IpMnNQSjs4Sq7rnRwd4t0CEOgpnLINen+EmKUxdFvjxdO6YKLDS++t4pYRyd4PHn/wRHD+b8eznHzF/+xXKizuk775q3rxkbsZJWhxfvSYZdBbRPp4QgnhkaN3cWrOXyYbigcsc5L17xkDkDnxPee2y7tsaQL+5jOOpLIZvynoIRIBVtgj144wVioLjykwsC0oSY0fgKvcL7ZI/k421KGkIp6lnXf37cdIe2vqNE1SGmr3dGGg/4yH8e/OE09deYHk2YcejppUFB5rzQefi2mrzTaYcj60k3/FUa1ZPCYCHB6k1HJusfdvva3F9gpWp6u/T4QS7TzU65QXem/Z9uOrIJu13tS9ADWUyOnA61b5dYv9G6QHQolvd51KrLZlStZdPATLgbC1tsq1AkxCxf6N9X9HKD2m/xjFQKdFGKLg+xxRHzQbLrfkIbON3N6+1wRTntZZSUnKDlXuWpd9DvNk8o+xmrD/yAq9+43Pc/+qET//Iihd/6BXsuFT7f6wMbg0vl+bALo4V1LkC6s+7et0GuFbXmEL2tNIz2/wu0IgETaIiQON7WtESijwibKd6slX3vUvjp/3VMqARja0VEspRJCvd3tlft6wZdjxV+QfXkX5PgGvMt9EBGSsImPXHzPp9nqpicRa9Fpb1bK4lqaIQc4r3rSfC5f2EdJyQ3GmtFUCG+f8OjuSHywakBYvEQfFQst3e+IKqf2+1KKlRRP+S4YBmWWvIer/D8mKH3WFXEznYqLXUGnMgIyaAiL/7yifVAN4/NlbBgTOzHMuI/OuDgSwcgBaO5Ca9HoFDY+LscGwgPTyIdL7Is1Qu0HCKnh2O5gSUE/vUwskde6jvRucuATnZxNBkcUE1ljHGaixg7oxiZMqPk0qckMqat/BCO/01tWNm6fyMRfz5fT47WaB5wunrn+HL/+GX+H//Gf8H/Cf/tb8Mv+5vv6uh76E0Uu1zCuE8S4/FNfkedzuUZ7fViZDNsR1nJ9cc9U4MqQ/vqb6e0hsxZfht0ELr3+gocczDCKY+xEiDvor3DDRduLDoBLhdxIDFDfVAhyGrs6u9t5taSG2eWuje3++ZLRjDm6NjxPfMMTUToLw2dqK09TxeO5LLTgt2332D+WWqTgyAenLcwKr7OG6yYR9LMzuXDZxOwMGTM5LPw2S1WgTgoWdPupytgUB1Xod7RJsTSpmB0wxbdpJsQymZA0VP7Ci2Nn18mmB3tzW86Kyp0Wnb7TonPUpnKbDccnrciSQAiTkc4WCpPvA+bWssto4Urzdt/1bS4l2SCC+BJYa2k0e/ijC1JrZ+GtaptinBbqqjECXM1OHXUL33pZCtza49Z5WAZa2RtZTw+GN3+PZ/+RH/4G/5h/C7/u//bfzkP/IMt3/0ZWUQybQLKGYC9Vl9c6DVIKW94bsky5g8qYkHHqhdctuneQkj+dC9h6EWdnck8uY7mMJOhW3iEb+5AMVP1wI87+OJ991Ff+seUQ4VY7Qk8tSiWUNycuQBjHZZrzm2tzDJ3dHI/CxzgzpJkTVdrFRu4IFBwK5G/l4fkR4X2GltjkhgJVm372Cvv78TtlLqFwxbybD9HdYf/QT5dofdL3yO8rodw9cVhybD5wumrJXZtPsHYLfD/nCsGjuGKVOq2iCgCzcG06uGwcsi2eOhJQD4xhkg9Fk9pcfWtQchQO/d0zNzaUAAwDQ1DaUyViNrylOqIoueYJ9yARk+2Xw7/S4QBrMLh48vOhhvdOA4wuJpasZVjGiASQIOZvryetN5chTHuXmEvpCjXMsEZu4Hc6zvXPRYlelk4lwJGUI6rHj9UA3s/TdewA7f62rVniX4FOmLWWUXtcrF8VhZpZxrGKdkFA8vhQOzuiGmrrMMY86hVrBEICpOUDhUyvTLewtA6UCOIvXyeGi1UL3ANHj4gr+PMJbqtOkcYFkwDOywz4Wu5jJDROy71l31ud2Bdgn7Q9dOksMIVNcs7ymu1c3r6txEqTI6pwStRdYhqk7R3jzUzTDKrQyhUm3vGhL+YW6yCfUSLHeudjPy81tgMqQvH6vd5KZkXkIJ6J3w06mV0zm6E+jF1u2xOvPVeXW7FSWB3EnMYq/J1jC0eVpaaBcWbFOZJ2Avx1SrpjP3cxwJUXKNALwADi4ybJGjzNMGmxtjtwE6lAULx/Vpfepme6pKwqX+uBNb+PcptWgLbz0lAM2mFZ4mNkvilQKgcez4bN3vVkRCtbJ/8+wh92qbbClYH2b89OOvQ3kzIy1LK5APOON2ajrTaWosoUsEaii/BAA1nw9ncoHIiXGiTMvsOR6oW2HDHF3jc+jfRvsxkhIAYHMl6FySZzzpjHY7AZZdKqBRamX5OW8UBJMk4DoVhtNublqtVZa85HW1jQB+LIunzsE8VRh3NncFr4x73xmJZf1JWUAlIT3KYNNUWeSulm3udLZtrM9zT7bah4HXaaogjsJf0ZqZWXhyAKrROknBX2XvvJRS1HIlk0TWazej3N7AHo8BDGNoAvX7xlWsHfW3ZpcdVOBX3tzH72wnZ72vazs6DZAFTcZx6g2L/7+rWcrwmUkYip9REExPmCCnWyTO6mkdT2XklBXQOmnM4AcamOQA8f/BBOS2OC233+thB6L3jJZrDURj2Y5IMpt67VHJAFInsYCJtmxkR1jWaChyTYOmSXDzN1/i1/9dn+C33v4u/Cnf9nJKZN9dXxNjJ2PYhbD5LNw0WXOQ74UyAX7WWu1UG4z76GzFPaSWavG+lKmIZCR1UYYow0Lmm+L8nPv+EIQf0d3L3BE8Y+CdkTE4OKCz4I5LVMYAgP0OZb+D3efWT09wUiMaxpSyjxiTHPfvtMBF2GAyH+JIdXVYzdpJZyNLgmbMS25zyMwipBxAXK8XoP2C8f3YWkooVvrNY5Ls7ylF6cCSrDE8QD92DPcyE57jTx31bgZWa8wt70MHSa81HlTgIKUsC/Dw0Oa0n0jEOWHeD2j900vOCvWM43jEHrOD3frcvn9soGLQ9b6T87MFirZ+z+vyPrls5YpeBrURtSnoyg86G8rnCzJAyhY1ZjM18uhwbPuDPvPWcw3PUh4PwLy2wvK56ivvfv5L/Prf/wn+kf/rfwm/4Rsn7L/5ZR+ZybntLVPbo0q2iMywGkHJpTHCwzqOaNk0+QEFa2WiaVvd5sQ+o9JCjlkc3b30fxNg6R8YomKzJ4wS/C6enyMgcZ7ONdfxrmSOmu+fc5UphD6XgNK12bxfSebSq3eYl2NErCMxcu9Ajutpw25u1runfeezLmsfaQTq3tzlWQxyhSmdn8j1RPtw5pVgFDh/QB+s6VsvMZ1OsbmxhFH9Tg5hcbmrAJWnu0TI83BE8rDOWfJN9MMB5rq2f0e40KAbZr1tA44FBbh/bCwoP7dVlkTBWh4WeXi/U3sW/YxqacnATQ0UMVs/gCoNUOh4S3sWZqTSEZCwdFf6Ke4NMWoeQmJ2fZokYcwQemR3KGrt1nqPUkpNlAogLcDNf3euMQU65i8E+Q2URD8J9vVYUtFDTr/4OSaOAcdDWDkFTp2MRPvE5+M9OU30dBcHY11VAj4n37U+I+8n7Es7KQztfTMsq8/MPqqHfP/QGYeyLHHkaRjL4ymMZAfUeC0K+1m1g2Wj6CiqIT0cQzoBoFtrnWyCY65Gzf9upYLjSIrgHAq2t87jktBAwyT3gKwFYfo1zBv9o5MjfhpbHFwg1+3KbH3k+LVj2LjemWS6ZtjjEakUYDe3smXc+BlJ2O0q80OnZtjILBeU5NIgyTK3ncsHFEQA52BBX1Jpc7JsJkgpGCptjer16eCHhn4YE7Jk8PXDCPlG0m7XWI3mKadolC/wfmqnzMP+wNNg91IfGE0j80VyIZcgA+o11wbymFCTSwPr3M8pMZBchc2mY7Ms7fhxb+n1I579hyc8M+sZV95rnt35WBsDq7ZLx0+JFx0nZQYdmIcumhVGKE3hvp/KBlO/sd8HyZQqsBz1zh4VDfKLsgkAPGQl3vPcksJaVHBq96WDxRB7V12pfjZ0pHwGiB2PiG9uREcA6tLGaSty5mMev9P1QSwhY1x/n9u69XcZZa/8c6xWYLc3fWQCaAclpdTKYZ3d4+1r4MOqDTBzjYaLjBPDdznHv7vacHDAQr0MQ/gPh2YceaQbs4tPC3B7UzMWgW1gSTBW2uDF7wM49t5UH/4egOCofWXIP/o2BdvXCs1nmNVyQRVIy0Qhi6sZ5BLSiBJQG/rAeB4F4bl4cXYfSw8XlWLn/fZyVvE5tjR1rKtWToiQebL63FodYfBK40hCIFjkAA7Cchetb0spxPi808CAzp4EMk91zhHQMgzDOcN3OTAEkXAmjHcAKpkHMWcJpGh4GAK38xB9gC1IqTRqSUP7LY6B1KMdC/YHCJ+mbpGP2tr6WZ/PzlKwvyWv8ly953p2CAHvLT/rOPJQBLYoUaW69eiPyyo8cUTnRzhlDCdKf7pjdNd2KpqGzqLMVm7zKxxb3ZB4Tc5lkZFEGaJSztHux9RyblVi0OysHs+IZYF52L64U18YmaCzl3wtWWmOZL1i3AfZN87d3I6DJIDlprzFZo7gTZ3vcPDW/jNvaXHYhs4JMnqrl5iah409vjwwkFt/X58Adxs63Kiak9f2+w68y7Wfuu88w+6q5A2HY42IMOLDNoJ7TWRaFkBrqM83iAODVpdrPBW+vZSwO6WqV2ataIbSFZSQXIjkpbWPwLEFoO4xRAO1biPoTDkA7qJbLh0J7abKDpT51OcCenDG7P08NZuTPeJ3ODQiYvZ9XB0UAXwR7YtSlwPbXTKw5Aa69/s+bB9OR255Azx5DD7XJT8j7q9JhNonoI1tPHePr7TcXVdbm2OTWv/GxK8uYklQzjErBXZ7+04naV1q38chBcLG+ICGnhVoAIRtNAIlt0xBAW56+g8AlOetsHVslAwzdqHSqS0mrTzAv/k9Q7tqzZg1L30wGDq51lzLmSQvDeMscVcH9LiGN9wxamdZqrldH2iGQsJAnZEjAKDmlKCFGz0zQLss8FSvpQBWGMAaqkptEu6cAX/1BiXXWp/RL91U1BD7yUp2c9MyaPnuUzoPzcc1pvbeA6xN3T1CZ3p3g+WzO+T9hOlxwfzNlyi7VDfiI9r1D8d+TAbt89lmVzLMHNTws2b1pJrdXB0q9ZRLBpYSemsme5wxvsrOBsM9N7aQSXnOKo46VG5w2O+iViNXThEDHoCM4TF+nzIWSjKceYpSbgwTAf18yQWYrGmOyWBys9Mj/4AGXMxCvrAFurXG7shEdZuMX7Mvw1YAJimmFk6Mvqvzw01mXQNoAwhGoLK5uDa2kYXRcB2dkZOMPR0bRkgG8BmJhQxtpoQyFdixORC8dkgPgGYjLrWnwOPW58aw9pphMxozyP3j8eBHdK6yh5Xz+10CyV1iz4XwPiDj7E4WgXuahdXWNZBbP7pEsP598SjQMqWodhOZ7eP9LQFYRVqT3H6cwsFuQEOdgw2iqLu2rm1h/eYJ+ZkfH3pYkV4/NLygUSa1m2cMPJ5+99y/OGyss73s3DlZ4xnKgiYvYIJbMYRB2Jo7lMkpo0zGsOtDexegwx/geMBIspfUqGYZnlUILkptgDpP9ch2YZ7t5ga2T/34a9Px3mopxT6+VRZSMUk06sPJ/KtEQ9ZQVKbRvBHFjexz9MUa0H0qsc3bhx0Pa+aLZoritjZPHTMTFDjQs0mqXSO4OKvtNQU4tVevnTWR4zD1uZLV7NR5Ar58A4ZLIolFmchOfyEbn+oy2V8OcBwuwEtUD6/cPoc9HNopIYNOQ5nAYKUAD03l8MCasZJxYpheQZ0eCOD9L/pM9MxkXNpJZTL5dMEwScms1glkoeJ4Zw5cOVYj88X6tuwH37cm+/BvvCbfsYdAAvxtGK+yLLBXbzAfT1h/5EU91WNZvb6cLDSK9ZmgRNBN0Crlo8jQFX1fA3iOSADHO1gI2VioSeI7FeavfqfAZjFoc4rwa4DH0aCUDEtkCNbGyI4VILQpK0EHSAB2OHultKREBbwiO4lGBprvYDQkG8BWpQZjMmH3uwgXiyHOfZWLJtkQpzOnenKTruEhWzlCZXx2Oh8x3/HxNnf4rbSNL5pucLFBpqZtBepcHEv1yGZfJCxdr1xBaRQuF9tku10lJVKq8gRxPAsZQd5jq72NsdXmTmlhYs3xVIHUlFp4Xat1OHHAetRdSaBLfdiMlm38jhszyYmOuX6iJdmHVLLkB8rgcOz3Wu0G3+Gaml3RdcJhuvD9tzLcBConr/sZe1EBUomSeCUZtJRtaJu1MWFWf0+d5HhPlsRi1FdPj1QtNQEs8wU0HN9VM8mNkBk092SQi+puRzvGf1Ov+/jYj18a1tvI2HNOODtc9x/fJ5aN+QeI4+5O49l+onNUnkWZcOA80jw24pMgK1Jfy36w901yUdq6twTMqZ0m5/ugEcDGGs5vd2i9fVipLP6fm5zohs7of7OOkWnJPRCqOgt9bf73CRR0o5QWxs6C7rkxzsJKJtnISIcrywfIxMs9YxtekvzMZwlZQUH+9BkOv/o5bn/285q1XlZh8fxzohGr7PFUgThPDGN9UX1JHYgW9pghfobxtW+onw2PhocdrGs/QSPpDPHOiofQbFdPVhrLzhDYFoJDVLaxAjeflKoVppe/ypG13SaZmy5L3gcTJ7qatetaAcvpBFsWzG8eoFmk4UX7WARTTcPGcOGyoMaNrN9A3RnqyjFR9E9gNs7hxT1tAWPxfQ9xNW3mVOfsbg6DGlUb2CLJThiE8QCAQUZw5sCpTIDjO7RwpGZP4uqqQxiwtvkQxkRP06HzOEor+Dmp4FEEyLJ/ESUZmVndqDRMB7SIAdCYgYVhqakxsT5mZc3AemyhszQkx11bayPwXDyLO9cDKcIxc5lNfEbtJksAAghZDoozOKKpbHdp9x4zmPkukwPKRGfDNq6z0TaiKqMcqdzMKDc72FRPFQr2aJQoWALublGe3aJMBrs/AC9fA3kop/UuVQSAc+DlbF3929qPKW1BusDk0gbR+VQ969Y4eAQtGK/c9qQakXHdZS7n/dR7bjkLYmfIIMexnmZIrBywro11ZR+3gMk0Sb9SYwK19q5GbW72TZpAUkRC6OdkyFrHTq9jfiQp0OyYSisiD2CNUPdW66LFPIRHiR9+T0qJwgZQrsyn1XVQDodWHk6jpZIYzO92jdEn3Zdj4DYcwlhnA4ClvGEoaRl2e5H7XlqjwcaWmoy389MQ/TtxnOw4/d5BFvThgoMwPIL6uRg1ExtoxkmZOIavj6c+SWfUa3j4OxgzGkHRCdrr+/pvFiTXOmgAWgZmBg5L+71Zt0nGCBLEEoQquCgF6fPXuHt1H0encnNtG7EAx2nC6ce/guNne7z46QNCs6lJQpcyopUxpf6Hk0HLOoUBtmAaeO8uFCZh5eI6WZi1EiriTLRNS55fQav3o0xeYcJrvFbwJc82hh3W3tAGCDRxRgQYVq2sP+t+hzhGlJroERyvCM9Za/S1rPNcQZDqMCOclMK7Luwr9cjZ50RuZb7InphZB0xDXE/mbzQeug4GZjsAPd+vMpxlkKPwc3QKdVwTmobNjVIc0sH5xL66QxGJUmqMKXew4d2wA+q1D9npVYNX10VozjgewuYyGtHpXePEOWv91rHUxDCzJvmJTTLH+MX9r62RDur8cG6X3JKzyJhpcfazawmA1aaAU8Og/PPh6CydS4uWpW36Gplh/5hD8K6AEejBSymwx1Otc8sjPoMIKOdgfkrIz/bI+wnz6hKKvJ7r/reA3bs0layFbZZrpr3bMokEdlFMXGRaz1joZZEz7euYMApTS5xN5xpQNiGJzhptqsiSYq4sa2O31QHWfcptRTke0WWZlxIEgE2pt1lqu0h0+b8LywiOY6xjMv47fpdaOUL2dWQtQ4YnYyLHtHdOyX7XKihYO6Ql8nhYP7sch/157fHGmlEg64+SMpXgiAwsnPllBcqpOQNnzzvMET4jG+2qv1+bNz73NlJglID4HC7ez0jUOnsf7sCtT9gdbx8MXi2XKszezbU4/1pic4VNbSKz7M4W4l9XFzc7qzdJ9rRu6FpKagyBawiUv+P/Ly2+XPos1E44PXxWDQ1vOywUnqfebc6+AZfTCbtffIndL6KdKcy6any2PNybTEYAHQFpZnWReLmqnq1K/bPkAexw7JRlILMLdAa/ZZvreAhQMYuksYLc5CC6WYWxV/CWMNa1rc9aQusZyVlizGxqrC+AM2BYpSVtLOKdOGAvC3r23YFpeJU8yzm0qqWbQ3G8MR9jqJt6Fhb3Um2UlUT5FDHi8W4o33C5RZxIRc+/NC1oAGVleSMMNkhXMpnouTdUzpwFoGeFBbKq/vtCTe+aEaXwWJCcnx/Z5Hlu64MhJjI1Zs6O1Bq95sk/BW2zuDhXOU8VMIiWN0JPwd6nGK9ig5ThY21mKHMCiucQhLM1ASWdS72A7c3+TMOP9lm+I2VqteUCZNeaKmCkA63XZY7CFnAdQfOlPpVaAst4CA3XpM5b7Wdea9WF14+w3RSH49h+3yXcxN6hu8976GXL2H/OaxIBSCjrCMisAaRwGi/cQ9nRyCYXEiIXRJWDkXHbKhc1Nu7ZyR3RfWXUOlZ93IvV+RyjdUBLFmaVly3MwNvT6VHn+dKcDTLHZF6V+h6O6BORgEpKMcq05fRyTyD+WXMjUnjvDvym0N6XZanjFH1KjSh6fPTE72Ecx2ch8SUH7JAQqLZ13f4uxybGVeduOh8nJfm430ZOxAdEIQBPsNvX+vqsj/t4bO/QQXM5PH0Z4PsAr2WqRa2R4GGYYQDVK+cEpWaSOiLdjHxCdKWeuhtKOBa4/II8VBGaRgcpFGzH74NxEADnGYQhJdAXxNBDRgNW9P4AB44COPmSlwJ88apl5U9TAxXs240bxqUZr+rNJUR5LU0s4ARWw6IeW/TJjSRBnb4HB5uWdmEAGqBGC/2LxspS6kxldTQqI1HYBzb9d/SZC9Lvkdr/y1oLSSNPTfJAVjm5V384NsaQoNUXL9m3TnoQ4yOgVd9pGL3UZAcjWJJ5xaSUKKTvYxjAiNGAo5/8Q0YiofeOCbDFSStrht1OAb70mNNoBHp8vsWPdpVKGszi78CthuwJwgPkL914nm3qk8W6NIJPbkajZs3DVZr0BbMoOB7PTIcC7shll77ofUNrbpv2wCRaUz77BI9f/wTIBXd/8Bd9AxRtX8y7s8t8fI1zhetkMgDOCDHUW2StpL0nb52AUYt6CSwoaLvEmEoUqJMd+HfqWttVGzSCK7XbbJc2U4LlkiWRpqA7flQdonVFeXgATickRi40pG8IrWUBepIEiPJ0nXZ3q11irui8ar8ciAZzB4TDVnACxrAuh4FOrlnfF0bD2IUtkL1Vmuysn2slFawB7/psa18PeiSGFCh5X0ZnJt7Rpca9jGB3q7GEE8T+mp9YKYC3lFxr088T4vSuUpNzjc72VoSB/U+G6GwuVXp2EMcjWTsEIBeU4qUUaV+3QLq+TyVEtHwm595MxnW57DTqtVgOTUE0Ne5AcwiGv5fFazeHhPKCvGV8BumP7XYoNzvkFzc4/ugdkAtuvn1fT8ykHnueATkr4FL7MPDqkzF5uD6ywxzQNe2ps1Od3jR3zGOEFlmOikai5BYe5iApoFStKsFZhO1L58FFOFQ3Rw6sJ+PUMG3qGeOzF9gzWx1QDXBU+oWp4IJGWsPDHm6JMieaZMN5oVIAAbBdmJUGCWiTi+zysoDMdtyT2lW+kzTUiVXJBUGZXjtJ4WfR+HbvWjeFrcWv2leG8wedcleWbGrAscg9ujqpet+tTVXBKRlPjusIlLpSY0CUi9LwUiSD9fKSzc2EDoMzgeoMVDmEa9II/sDHkjEU9oR9VnlOB961L3yHsenXzc+mCky6AzLk3USZLYb5Wdc1oXemdDwIGCUzV8t1YfZwoL+zbq4T1PDxV/TvjD/Lplh2E9782A77Nxl3XOtyv7Nkro+xkWU9nLqfo61rAEasfhpTdrs6TX7C3Ens+MYGSQffr1dvKOHw8XuXNj5uzsmPH5Ukx0YilP77bwNb+pmt/gfzWedWrPHc1lnMTRb4P3t2v80Ydn6q6d4GgFHG7vskWuRQCD0lcvNeuZwzzFvtzNEwvK3IQOuTM+hy9HfUlmZGve7LEdmR0PdW/1TOZQkwMqW071PTqq7rOUMNfl3INJIEDP1rK6UmWI37NktjmrndXAdQ6XaUjHgpro/d6M9Ytiw3rKIJSvXEsX3/nWFu1p8RkeioTczPE+RemhtPgH1ly8vx1A6fmL2i0eOhff9dgCsbqzwxCW1KWPdeNcj7VJycstlPLntL+75kAyBdLid4dBpAluaJJK1hYWbfBEUa0G3QDPmr1kiZRBrXWNyDJ+OloCIBR8paBbDmsZTBBgozywlrCdiLpGHUigSgm9oEyqUxywGEs7DABWVFfWH7nbN+1k4FGzMAdUwcVHfgMbxeygnqc3Z6X/93US+cYFClA2xdqLl01H4H2gYgWFxHxvqj7GOMn8oW9Pk6VrUllPHvwYyWVqLqDOgl/z4L8+sBA9py6vSiRiZ7bALAmbRyVgZNmSBl9hVY+xiGDjVZA25rrv2dEsrzO9irN/37DGOeeoC9AQzG0l3toIY2H7vkwtHZYKNufM8kA2W27PzkJaCxs6VAJQ/haOlm62MQEomtFnIIPTTD372UykrfeYkf/dcPtcayF/uOhERuCh8zcPVmDno6ttCsyjyOJ9izO+Bm3xwRJkcCLdKk+1USm8l5qRub2hIWi9dM4qcYIm3eX54MV44jiBiArLYhwWWTEeVYJM82v72pc9VlXrFukYFjriBeow7qpI+nhm21EcBfYvX0cyzrJb8vo00bv6dsNvt5qU2NeSsmDPVWX8axz61MXpxmlgtq4p2vbdWHUkLkThHggH+M5JRasaVVDVJyQqK62qRvkYQcz/IEO5+sn5d0zoGmz5UTCsNuTVOtvORY6KyCgo7duA95UnI8l0oAJWodORSM2sn+1kVqizXt8FP2Tm3/SLaxzTPM1v46xZ23kRy65MjqumA7nmCPR0xvjrj7JoAlI718E1Kz81PLLj/GhydsAV56RHSInIhrrp7Rzb56iOXgGDChK5LcDTgHKUWW+FkZqnVtpT92M8qDl6PgIO13vZfnbKTN+2Y8pSBvhL2VOWQLYCCGj5vz7H08ndppSvG9frKVr7xAOS3A5y/r3zUcMk5mS4gFJgAlAAh/TzF8TLbcftf9HjgPufG6A5ML9I7D2Vjk84nevffcwIXrQbtTkdZVHIQG0qHnIkoSXtya4Xz/XmXRXCujlQ7QGMrOwSBo5ylqQLdxd98ViUEA2zxUJCi5hp06tt1BaxZmXReuygTUceMBBwzLs4yPf66LFCgw5jvRqhTsG8fYIwrtiL6pbc6AV8koLXklLjvOHw3NtnfeleCSsa8X4XuWcdO5oiy/stYxbrKhe0hSnVx1HGxKlTU5HFGE/alGvdcNXxsQFSJQhOVeq+N0d4Py4g4opZ60pQX8t8oVAa2YOuAnYfkmtN83B3uaopyhHeao6HExxJl6G9NqNvv+8TY2Ua5jNzfdPKwRrlPP5NU/BHAtt/tWko9AUfMcBolD/F/XqZ52NT7b+MwjkLq0Y4/fG53OjmzYYMfGaNRITsTvt9jJLL8btOcOfCPxK011j8ueFLa7i3vYMOYRobnAZOt+jXmOvbAcHuJ30TyhN7TbnF9jhPZtYXWgZ3+BvmoJHXuNOOVcnZ3Bnr51ro6yPqDbs+3mpiaTdXuaO+R0NEkmMCmWn9kCpUArTadryfrnraTbMHdM6s8z+jHudePYJX63Xas8PACHIya+S1bBePG8SlH3O5T9DPvGHni8PHQfBl4Z5kueXXxEMK+Gyn5hN+P0E59huZtw9x99u2WX+oEDtrZbj2fghqCZwJGGgBN1nlBu9u3YObOmmelqQ9bBrXpSX1gMRWgbS2MBAHogFyUdQuOTm8ED+tOydEJYPdAhWF738IqC7AhHDRPO9SyF4Su2KM809aAmmOmRZSytooEaMOljfJ9NdS0EBPzuGSPsY8Xs8LI1kVN/3VioaiymcHCY8R5/yw6WXjyrl3vzUN8BTwYjm8lrqk6N46wOAZ0LMiWqjU7o5kJXUkuZyujbMJ8GTdBZYpMejarh75xb4hivIy1YMB5AoI1z2N9RgIdi/ffluUY9WHc5OgfcWKZ2AImldoRrJHlxIwIaYMy5OpRAb4BZ69I3Lq0a0B0uoSwH50ZpkoAITRZhVfTEl7sbPP7kj+D06YxP/r/fAb579pgfT7MmzbDiG1OcnFMBXtnvkPdTLS6/+MmHeglWVeF6o82lbIybIZM9ipyUJwXsAfhhGQVdKSRJlqzz4NTZxsKanx3QeguI1ULoySoACvsr3yXgFHvYDhSY2rNGaD03x/jsnqVJzrb+NjYFvsDl/ekpmcWUela8O91P7jsCWLlGlRmkc/vGe4/H2PpY2M1N2xPF3sQJiXfuQJzqke8KwiKkfymUraXTNKqq0TvXfIZmc3ns381T7Pal5u8wIjxK8FC+8fAQuKXO5bUfXxIGtLMadaC9lAToIGPUxp2RCbJfXooW8vrx7nEZQCtW0O+cMa4lcIDZWg8w2YrCDM/dnUimczAvTe4ARIQkf/IMjz/+DOtdwidvvg78B9vdBr5f2QATnHZyGW52pwXz5/dAvsPyq7+C6fWhD6kIEMUbblgVGMSRaw7MosZgdub1cKyAkEktKVVDp5N0DEUyAae4ToS/UymCoYE1Z23bA7tOdFn7bGzqGJkIkwuYmY3DEfjW92p4JzS6rYRYeDEKXMNA+eRQ/R/QM7csQZVL28D1OgS8+92GR+nPC/jn2ner1ocLfwpwE2wk0MCehHPjvuvaMaZR4owemDCcZGpjfAXYa4i9aoF2yF95BjutsDcPiCLH3dgMhllZ0XBSKkNpLMFDMDV6yWQaTcqhaCPg8k2wS7TjGAP9EaUSTikEycrgyj2jcczIUiSv17rmeA+QQxa6OQIBveyLAs2U4hSUCE3RoK7tyFkbjZmvS74j45GQlK2oJEGOmg2bodf3fnclyKK0z1Q3R84N+W4rBSf692WpLOI0odze4Ht/6g3uf03Biz98g6dCUD/0bZP1agAWyYDTgnSYkDEjP9vDzCrYKKUWmKeGnvKDjGpLj2vnNAC5yZE43/IUJ0EFU1Xk3kAPBKWeb9g/ZbU21uIWM1lyhkVWejsatrsvm7N15vtUKwsoNuasrOKFaNX71Bd+F/nEW/SFakPVCQx9aWkHRgQrHFsN11Ruz6UArOSqedQIoIaOyeYzSupgz+aqlyxTZWJtGWzIup5LBZ4aH1YtKsP7G0PxHC91NHJx8D2dRyfH+7CLOZ9HB6bBcUPu5yTvaVJBJoiati5IlLRTKFMk4QGATbklSJn1a4/3uARI4/cbTgrgJdLcqXvKuemissO+eGnsptRO2/M5EYca5CfedSkoyZDvZjz+yIT1xvDibn/58/jAE7aayLYHdwECmNjyvZeYARx+4hPYmjF9eY8uDAlURnTLAJTc66eSAckngoIxeny6YWqIUifS7U0NL/L4uKh2kNrPkkAEsqWdjtXaJsrFZKlqLUmDE5DQ6K3+DAyVEeSpF8mqAsC5B6fhY+0HQ0wTek+OwJvX1wUdoQ4Zc47RLKFc9y5Dv8y239X3+1DLemA/O5DyfrPLWxmw4oWitMz5OKJ1+LxWZSjTBFsWTL/4efN8+WzuMYamjWBOx0vZdZYmkUMN6rscjntF9eZrQl2VtgSoWtEE/aKvDG0cFDT2iXAKeHvAPYA+Sy005M/KY/Y4nlEpQfS46jUHW6lzaE4tkpGs9m9ZuhO1DAjNOqyEB62HGZC9tpupgXCya5yHMR9LM5icq0zuZK1NShKkDFo5nRrwX5bKKLte/CzrtWRo6Rn74kv8xL9cy0OlL17jo0WvugEp8wP4uLuDcqwbaSo3WJ/fIN3WMohnRea1hS3SUPOQ3LVDszt+j0goYb/OQukGe3Zb58viFQCw8TntB5sC2bWWhaq8xABGyBxS5qRHcPYDKPcR3b86xMDlfextiS2xl1343Nbvu+9Zczx9L4wjm6ephmGTV3A4HCM6GPkEI/CfWsTK9HhUAGTDtYZzkBmlAGUAPMsKezxUzHAvof5SWnLpVh+2Gve77ue13ZN2ZXInOt7tqe3BfjKX1r8+G1cykHljvgXoHJhHM89bmFpN661GVjJqga+IY7n5/ujUH09gtSC7KVWGGeDY2imMo8Z1Waodp2RmXPOcK91zpbYOSX7ompd9u3vmce2W4WAMl/uc1ewdmfCcYA8HTK8PePHzE/JssD/yje0x9PZBzGtJ5gJlPpxsSqGpqg9nX97j9tWbYNQiVAq0QefGM4ZgEoHWCpaoilNg3HMvC2A3+7pJe5izovwGUtiXspu9hqiwrBF21AcUFnJKUY8sdH5ab3aaOoAQ4IfsIuDe1rknXlTKsKIBOAU0Cqa5ycfGIxfTcmAqYWAjU56mgXGND9Rsf0v1ZA/qjlUnCtRj+HZtgUf4mswrjTolIP6+I+xOIBWh4jnGqzti1A0jHYo4nc1pmA4wev9qBrycrMR3oJUQ1rVfQL4BRVZlSucFwS3157P7fNXaqJGdn9u6KOOeM0QDNLGsDo0DVgHALD+lxmlMyIr1Foa3/o5OgU39aVPBpC8LsABk73mwwSYz6mN+1pSx5WbJGqL8G5MQcz5L9Iq1QlY+NnvRTschGtZCm8rajSACDQCn77xs/by2bdZEnZ1lBe4PmPx3xvPcB7aS9XOrbczn15UNLSIkuQEW2+2aDtaBTceKMmoxV6bMTqeLWeUj8IkTA9e1SSIeDwPwdBs0T9tRlUvtqc89BVK32jy3UnGay8DrbGlPt/qxZlBrXNnm5gwWALabYaIXjmNOtXUa1qlJ9VQzTq0nQRpQ5Xpdkhqv4e/veASOx8pik4zSqkDc/+m8anQqbOsFFpsyEJYsjHKLDTwX3iOIoLxhmOV6Or4bY2ReVSnyZ0jYcW+Ypj6c7w5jOXqSH8kfwFnXDJu9TJc4I2ZW6+gzCsCj2AWoRnY+E698DbajfnP8HPhobFvRSh3DsTkLHBWL6EAoUXQ81WizX1sPC3qqlcdHpG9n3Lx+RNnNWL94+eTnv7/jYfV3ZLSSAatMPJbh0QFSQzdPATL4ciK8ocykeLDl/lGAV/Wmy4tnOH39M9gxY/cz36yF8/mSl6Uuni++bBmaBHdaq1XBrIeHumQhar7cw2R4s0AAC2TSK7PJ/wdQd43wft9CPaD2t96vZkrSEKFf0ArAAQFaraC+hoepG+y0hWOfSqnXtJ591DA2FyFPXzrTtBIku/apWIoC/QHWB6ciWALg3DkgwJwkq3JZqgPlYJdOQ11YlC2ItEO1RIBcu9T5w4oU6ljxfVKDukJC2e1Z4+hT3bhGI6gbA9keYXhDW+rJf7xnAPbUQoHxXA7ixiQwWAmgZikBt7tguzQJjXPb6HELy6/JCV0IyDXCWl4sACnDwdwstNZrXEvK47CP4cgSnLZ339be1L+zVcLHwVS38Y+qFLl08+qjb5zfwYT7e/c5WUKPWoD7Q7CecWTyPAPT3DYwoEVpjsfLLOOyoNy7XZTE0vziGZYfrck88+e3SN991Wx/XlEeD71DvtU2Nt4ok8bjmfm5DDSJCdeMMHcELG9L7FEdrNrlrT5eYk2BOEWPtVILJK+iFJTF+jX01OavYEvlFctS2dabPaKc5VFOdtpizxiVmab+WFSyeUzim33/3Ipo0LalVOeGSqEicjSFHKw+g7OODnaafKjPiaGN1hOkzJ3crkwV96hSunt3YOosOthKW5ZlBK9TA48TpVseLYqIXG77owI8IUQKcksGtCRH0mbHHZ40LNEnwB2B7lQvl9a4o6bVh4Ix9/uU9RScVeyJSfZsvsNSWk7NU/ON5fMSECfVaSNZoNWOOomm/J4t+3H1KYV056n2wXVeIwyx9BsU1vrw5fldFWif2mZX1jzUczzVDZsdR2lCeA48AYyGxHXhkc262ePNj99gOhbsfm6u2dQEHsrUxIRlkpP1C2MV0ERDCyAmSXxGBn/RjUDuNxrAUuomLWcCx0TKHh5wg1ZogDrhubU+GFrYmCzkoHcCve1S6kJniS1lhvOKWr9uAiCg0Q9MiAWmTKovYDMpRk3wsazoNIglV0CiyWSh08RZ+KIDLBxfalQJQJg8plKLuTELmOfwVDspQXx2Dg86GEK+n3VtzGf2+RiVJ8SJWBzoj/pU8FU1sBnyBwJiyjHIckYJMjoXcyufFVNn+C4TBXMPbMvzuwo+jqe2odLTZzgeaH0ZN1x1ErKEgEo1prGWycgsS9184rqNhYsSdZrVyigNQ4fcqGikxxJxY2iPAFg/Q4ae74isvkpUStncYz+Kxo00oSZrKVgJu5XaPDE/9YbvJzbotTKoLguryTZCTIwbUufQit7NEso8odxMOD2bAQOm+12zu2zLgvLl63qdS9rIrQ3WbWcxE4Ate8nomE9iayy1EOpFfW2tM0qyM9i/ckl2II2yFjrTh2M76Y59JThikuPhWMdaWe6t+6idoo1k3siz25rBfX+oeyMrArk9jmoKDrSCsezsha/f7AQLJSAXWjg8Ya978KrHy9Z79PYo5lcuwM6TUGmzOQ/Zz633BHi4Wu3J8JkhohC5BWE7BWgzOhcXt8ZSZz/FkVpvvaZZf4oXvzeVmtDmcgA7nDr7CaCxnHw/xSOk8V5WlMPwHSa2mTzTUvqKGfp3/pw9j2i/O9uX4zp0BrQKSCnna378t/f9jOTJ/c+6Nt7WPrjaQDSGPLpOTrVWJVkcbiT+8HVzXEOHEj8L48nQIYBmXCLJSDSc8EXy8jU++zdPFbFLbdCevndgddbfDGjJJg4wz0vPa+hIFJwyzB6JXRqeWNED5XVtzzbS9xr2BVpouwNwpU04kVnYi2f1bw+PjQn0SVFKgQWA354Qttv1jCJLhxkCgEd9VgC42eP09R/B/a+5xaf/7veA770M9qUy2cPYqkHV8C4TobgprXLMr4bXqVVSsJrMN4+T9LuxA9316OUpq5JLfbdTZZa60DjQwojh8KwNyLPvA0AfqxBEGSxel+CBYzkygWQT+H//biRJJAGV8i4DALvRzZ88A+aE9MWbGvJ9dOaEshKgOVH6rP6O2klapfWbvxOGPOa2loVz3WzHOFhpYSvvx9YzB1uqVTiSVa9exrbVxRU5DaMOyRqQdYYjbrVljD/GFptW6X8HgIxskwq0iBKjVOclo96RbdRWMmxZke6P2L+stjC9vG/lEzuAsXGP2EQ3Nsyub6UCytH2qWwICKcxuq/JlQCiSH53/Sz2ofQA6almqeZeAJURzZ65zb8pEIuojoCQ7LY54SKQrYxzO9a03N1g+eoznF7MuPluwnQ81Xes+xWZZDroF5zycjqF9GezpmmMidvZda2242YfjmnT2sr1l7VneYHGZE9TYz2ndl1WimknDI77+oU+bjXuKyPow9SiT37N2rfSO+y69+k+Q0AWEkkSMM62T+2k0urk5SptJPyh7d63slgA4qj5eH9SutGUICKBo2tAGWRek5GJkptUTVtI0gAs+ZwIGSs66L4P1PlASQzlMJsOGD9/IdIi7T3BqwVCj4LXEoqKTXajtmKUMlIvvQhDCIi36KwWmyY5dQ+4gue28/jQMoItQDY4ueia2+ldQPUiFVSqBocvWZO3ZEgihOIv3ua5VTPITuHf3tQ+nBod3tgtmfRdprVMIBozhmOpP2K5MJ0IeQgRC8izKTXDxKoLqj2ltCAlAM4amutqOHS3M9a9OyKy8QWLxsoLKlGIElkJnSSE70XLQwmYinOfi5yy5UapsprCyFJ3Gklb2F4gJXdH6UU5JnMnKjRY6FmM9uIqyB9/r3rAQV8KIFhIrg9Wq2hGRQDlRlP2VQ1jeX5XnbbHA6bPv6zh3wC1A2vvzHSwK9J/DXV1EYBlAW5v2zMAgJX+urnJdFgNIT6jzcublZsdLJfKAhEIaNUEoL6b0JLVMW0b3xzvP+ZUoS2SDZRjOjpVH1Ojk0CbDTjQX1sJQMuw1d/f8dSfNKiRn7dl0T8VbmdbM8qbB9hpwXxyWcfDweVCA7C8BEz596fWefz+fI2O17aU6kEtHh2q4Xv/++MhmEquh/KooIgh0rezRfXZSu/gcXhJljgjCwgwK6VpS+e5sYCMMGoVAKDtzb4P5H2q/+2m0DNXVvfUZFrjuIzvMvk+r4ltuqfrZ1m/mome8wDekgBC7g/cY+mE6hwo2atB4Ky/EaUcm4ztZhvlXdq4N8xT73ADvTSh5CodOMnBFQNwixJvlLLMUwWsQHUi+F7deSy857pWIJtL5PPUvipItF7KUUpIF2JfoT7Z98VOMtA5MOlpx5Pvb5q6iHn7+8D8j+XiXEJYnbWtvcGPHOZYvKW9P/MaZSZK+5mJHcVPrmJ5o25gBFRyAiujQpCC4e9d5QD0E9rQwE8AMjn/XRlL1Yuy37xumoDJDcW0qx4g10YwnWsYNsoJmibH+7YsrUC6Z6lH3/a7ChY5iR1A9Kxqf4hCtFIa0OZzcsz186GBqfUvjSLwOJgA/fXNAqTgZg87imZIHQ/P+IYZcFhx+x/8Im7/AzQAJGxn/WozZmfaeAfoXfkmN0a229WqAup8EEyZ+bGiomWm8ecpUK7NjL9rApzMIc1eR5oa6+fzsAfbaACXn5Nwfr2v9Ulh1lhS7Qs3v0hiE6evS6oaNbI+lnq/blPjf9MEPB46R6M8v8PpJz7FdL9g+vbL6uywn9SDdiVwHHh66IgVBaJxTY7MsY73snTvtzOWvKeGyLIwskwq9OdUnW+UXGHGOJlstRkck9ohdGD42lrLXpLQs8WrrKg0ZsztIk8DBFDZvFkSLrUijFz3rG0B0byiPK7A4VCdpI2NLsiNSxrUaYLd3lYbcTq9/XQrtdlaQSavQNrBZqCccnPemPjIeU0W69L1t/o4/i6vKPeP9foaxYDbiMltD8PP+Xz9RxJxRDPzmb0GnRIA9njA7tv32H2eYPeHWilmjFQN94iflZlVW0QZCMHM8PlOGnE8VVDCup9mHpq2IKs2o1G85oQO0G+2DRKha5IoFe9Vowjel3LSyK0ByRlsEgEE6yTU+OyanzL2IeYaGtFFdnRda8lGcfzzi1ucfvQZ0mHF/J3XrTYux7MDr8LWB25KwLSXyIHsN0Pybzd2JBFMJFjj39/WCNDNa9+uOr9WoDjeULsxSoXeMYrx/uCVYI0vU+tO5r4kTxmWOUOpVefpovSE9lJCZySLgcAxtc02gNyZzMCbUtVx2ICEePkcaVgwN3uUZ7ewV2i1ZoE2+ZQhI+AjmzrPkgxGjZ0zq2WtZULCQNcwe5xtryGaIfzc0fn8OwA9MjfARy7tD8XDUWSzguWW63oSkgFNV8V3l5xlUw0SwSKPR1Q2PBk2vTYN10OMWvTD7yGnlIVWkmFM9dh9PIORC8elGvEAt4Pj1Ba/M/2jdGRkPVUHjQb6x1JaZKmLhmxKWwfBAieLMJcen0uGNACsAkmOXx18+V1qiYGlwL58E3OTJVbolORP7/DtP/0O+1cFv+pfeVW/72EhZg7ryWTmWiZLCcintibePLTwP8dEWeVpgs3ye0+8DP2UlICxZQkwG88aYJ26X3+HJhnqXkOwuJylHbMr4IgJgQQlKunY2NM+mibOYMhMuF79fXSlpJJBz00PJ9fnSNWY71oW9cX7bmxSaifU+R3B05iroG1yveTNvh58Y9YA8BZDzE319sYP1mESjPc/CJjanzi90bPk7WZfHbrZneuoz2mtn1usdC4b4dIFXdkgtmVBnBLH8WL0gKdH0Z5wH2a5JGCY975ucgYe13p0so/lxeQ3bRr5G53xOSFKOI2ltPhvjX7xvj7OAbicIWQ1kSAVGH2zVKEA595TzsnIog4ANvYdJRnGMpj6f6CytkIS2e1tdegIzta21xRKnN42rMzFABpLagb4nlCmhPxsj8cf2WF+mDC/nKu8JJ4tx3zlc5fTqdbQnWdnvP0wqGWt32XSoycF2zxXR1Q1rEoY+n41RnO7FjhlPftbl7w2Jjgfmnb3IsurkZUn2nuC19IbwSwLtoxlooZOUCdKRvD2pk7GwyEG1/jgGxnpdROSECuBKxOm1Igo26IhXmAQ6Cu7VReH5dIfIUu2R5PGUIFdeXZbT6Gho+b1NrtM/tGo5QLbJZQXz1Ce3yJ98RrlzYN/v/arnWHtoVACd2ZWskyHAzSy3gDac476MXmemMgO0M7OlU6NFTxzJhQIymfLaHC1ji56QB6bJNCB1ni2LM8iZVXUuVEw2V0zFxQ39PG+dXFqJYXh3vGMNMwmYyPMQ1c7Nbu2MsLTUlJLDSI9dgG5zNS3/R7leGzfHdkm1QsH8ykGgVo1SglYeWFdMX3vNX78p4B0X8+vD6G9nnwRjmBjpcrR3+3h2JVL0ioeIU/Zaspe0QFjI5j19xkbwBja5xiThaLX3m2KU9sozd+pAuGxZvLH2C6E4OxmXzddAgi1F7FeV9jdXa0VeruvSbiv7+ufkjtbNB2Mbm3YndqPfiOL75z1V4HT5TCmETTwGbnOw8EfAWwKSY05cKjSE9Fhsl8KlDwMWm73NenpuMA+f4WIiAG+rvoTyeI5wumVcOkliUHUnrYGXNPUbAqBNp0MIXFY3qrbPzgEZMAGO9Q946U+lSYJKwCY9xFSADYSBmuumkyC9jOW1x3ZZRVCSvYYfW+KJd5FkqLf8bkQx6Cq3nYsI7l5nanZH49UWN65E3MDY814XuNM51k2fy7HY+hjQ5bAHIc1Iz0uuPvWEem0NkaXVZsYfUUjGwB/L4zq7usBI6DMik7G28bOrCeXtsbbnQtGZLq9h8+YRfIRY2ltvp7d9yltx+X2wQlbcTysALXIPMfAYAGx8VpKKJ++wPHXfAo7Zex/5tutEHloV+oGFMWEu4djeHNqCzc0PGRV195rd21QgJWOTk+xCVd9qFP0KgGYUk3O4gSlt/P5q/acomWNfrGfc2oMITf7/Q6nr95if38A3jzUyRU1MwXwkTENfe7UMvqB5o0rEABqfdZ17TcCOg83+6jR1x3hFkPcs+Zd8pC+V9cSh040S/9zu5aOS0gKNDvcn6N+hONcmixBwVonA6gsamhh04R6FBDqGI0LRZkmZWblufU7cTIWqxMw3KSHNwhzyfB31KpNQIArTO2kMTYK48UhY63XLb1Z6JJpeFnxwOeFAsmoQvDmHtPDY1xbEye7e3QHLug6svYelIkuogcrUsOZyXu6YaXGdBudXr4SdxCM75PSnyzM/giQ1QFVJkevAbT5SIfqHfa9H+ZWktXlESAvwaYbYN21qgLzAPhnP+Lzdo/101sgl3omCo+Onee6aUrd6/qudY0iQNymDCYiOMK4bbVhTZTFgbRZ02Emn1OWgNSD8XKUckEEp2MtVT4z+yjgqqSEsnO7u9811qwjQdC+K/Ymwv96n3Ectp7XKxvE6XVWHTjLGWUVravlBmovXWurqT5cmzoZ6pQAiJMuufY9Smk3+2r3KYdbAWwl9CX0IXvvR1k22Gt/px34HlsuzXFnjV+glysB1Wnxyijd8expuJbeZ/i5nE5VlkWbNGqNgSjhFWtqErZ+XRHVGoDmdJGFXjPSumJ3f6gEwKE6lYU6VmnWVWpw0Ii68ozSBpfKAWj18QcNb+f4AYhjfqeNfYjk3NvIgHENj86sSoLe5fsb7fs7YQuIAv6VeW2F/CNxid6CDJidFsxfHKrXwGzELQ3dlpfEJJr6hz4M4BtZZKKbnxq15sq+KiiM0ls5AEcHej0c2ULvAEornA5rWeCdB+wlgAIM7P1UjMOx1jwlEHzzgJufPdTi3A5sz/SO2uhNH09h1AjebLeLEGoHpLqJUstlla98grybkb74srIPRU6FGksOsbRW91KG0J9m3MeJZT0jEeOxojkKCf3Gwp8ZYiptXDuN6sCqc35FTb7uPRZ0hzKw0RCPGbWsvRvZxh4RGLRCUdrMF3xIBfQEoEkYadX4+rsorGW6rGinzFkPzIAWrpUkyGBYPEwYxfxptMkyxPPLONNT1utDQvhzivubiXnQfpkn8DmTwbJfJWcYvXK+i1Jq33e73vgKGxhjE4lyq8zvoXG961qNiIzMRQLaMQv2Y2ycF7ERp3bQDOfwPKNwbQLomXlnKQ9r1XsPmddRjohramR6GeJXp5PLjmwPkwgZ9VICQJlz3TTLtg6yq4ihTfV0tDUBztwu73YoL55VoPNwQLl3oJYS7LT4Ucq+Vs0qI/aUblR/T9aT5Y+WjRqpBM+UK9ztUT6p/YGA77Ns8DUjTjUbQfQ4blvyjEuN3xsBT+hcCX5XlMdHITHek027JGUgCO5kgU4E6KEWbLRNwPkYiR03QBKj2xzsAGfy48k5pkzC9TD9RUdhnqvMg6VEuecTwAKxT8a+Jrk95dXrdgpkyJ6GqBRD+1ttWYBFamrr/4Fmy6lxj3KXU5N2bR1oEGNo7TrA21l8tb/vEFGJa7ylfRjzCsSmVKgDohHkZjW10C6ARpnnFXhzj/Tlm1aCYl1rvbtRT0hvQPSVmn3egVDfxHF70xY6i0CbAaUxdHHMJ3DWP9XIhf5QAXI3BkOIfJKNl8zx3Q3yp3f1WNP1WPtwe4PyzLO37x96ppMeJI1bgESG4eXe3btYEeze6Bnl1DxXr69Yby5F5oEeMKzo9bcEBKzSQEfAEwPK1kbD8TWcaUwrA4jGyrm+ETZhFKTHu+7CGfU9dh4d2Z9wQIb3FZKHhMbgC1tNYDlIEgBnaqhT9TGnRq7WeJQQurAUTX+bGuAynG8mYykrAFE799PnsPvHmugxD88EdAdp6LjZrh54wEpu53KeqQFeZ2S7sddGY07mOW5DRjy1erAcA84v1makXACoYFZ0sN1YdA+X+3nI342gdHR+i4wJw69vt4c/tM1yiXlVKCtRaVCxZjuUjXT9p50WTPePdSMWloifaSzKNnDtjkRmHgPcEWTmPOcOCQDOjUz7ttG2tHnqGI+ti9qgA65IzhzvnLFjhEvtPgH66gk/DN9rf8JRFWe2Y8hKXdulOeu9E30OyMpkEf6Oov+jkzB+72xcCEST7Hvr5e9I+F3LXcXpSSfPXgeabIvG5hJYfur3W0B747WHzvY0aGBziTA5gPNKAXSOgM5+xGEHyWokgmXEUO0bpTXxbrUM45z6SEWaqsRmnoBszeR4xCycfh7Yo8fphmZ5OXf0uX+avrsLTl1yOQf3FNpc7kPauP4nx2KshqMHGBCH0fHyerDd/B7ew8X2FNs6yg/e0j4cvPoNjMyRZt1xQw8WSkLgshGFXMDBVoC10Ety4rUHPtOjkt2Bh8QPx2aknVkIpkyYySjnxDZukiPy5/1p3EOCoKHy1pd6SYN9+QbTcTj5Y1laEXABPc2TGzSd0xQFsZtm1YbFaPF83SbEDYrj/J3PMalG1d9DC9FOzTCOelGyXGO4eZ5roo9WmYjxz/11/fe2rwxH/uQW0ze/qIaIjB+BodynJvi51tfBSITmGfLSurjaRkAO/w5lDwl9MiBQf8/+o32vGul6gpehOlFxYhWjDvtdlCECHDMFE2pnILWUFZZ20PB6bNrJarKFHwUIv1Zs9n4IQle9QWQIYaQ9HE/2p1YFWSSZSY4+Zh9HdnRwLEMe4TVBjUlgbJM7tSGHkedmHVFlQUZJyOg8xUY0nc9Nd6q07FmMFd/92+3hD3fjnLnEco1ZwGxqZ7ZYr6eYbQ+9l3H+aNNDNJalAdjdroY/qTF/89DAlm7OjMBwfTyVQMZ2YQMttM1mXju76r9rQf3KVkXJsZjXaGt1v0f59EWs2+40yNiY1+oob0kkJPwLoJI6r9zuU8M4AuattvV3M9jzZ20dLivKwwO6iAcXycBwA6j70M0OZT8DJz+wwvd+m6a63z/hZNi+Furvch60v1z/HdCe0EkEgab33XpGWftFpSwgkeD4wjFFANxxvxfCSk/yQhYdaZw+OHUAtCZviQ3mfPF3EID/lHsASJJubGPI/VIjg6yAXZ4/ftbmfel+r8BV/zb+/D5txFVbEeZ3AKzaPgi8Fg/TBcuqG0ig9FRLj0hNygj5ipC9dto9kPibxWea3lQmogPhCC1zUibR3SaLEDvPeg4qfCNEbzsXYh9PiPqbQGNudHDZP16j84yE+Tue6lixDh91M4uDbM9cDS/v5ia0g5QY5K99Fcdf/Ry3P/PdKjEgO8F7aQIPx0X0qDXMJ+O+FKlnOLCVfEYyk0XGloCd12UX7m6RXzxDevm6gjoCYxqyYHOHd8/vH5e2sBmyMKkP27GJPtYsVTVNFTRnkTuMLVnVhkqIvepWvTQX6+BqzV81wnEMpBjlaWCHx0Yxvo/F+BxaEaEIaMcAgqPiA6+nmf6c5z7WLEkWBwxIDV+Ofbybda1zxBobHH2kU6C1ZK0dVBCg1uRzHDMrwbYCcG2YSx62QnjORjC5qwPdGmamUyiyEt1Q43SjZUHB3OyGJJN+kMH9IWpV7yrjC7QxYcb6zd7n2xLvX49kJrAqC/p1/LZNlWwoGytKUEd+cqbpUHW0xd+33d22msUAbFn7+qfMrgY6KVsZAGA/EAPTObI9x1Mc+RlAPi816gG06IGEljmmZc3A3S3yJ7dY73aY7veYvmt+SpjBnt+BdVexrA2I6jiNjY7Du2hkn7qOP3PZzT2YOw6s8ngN7lmrH2kKoKQE7A32pjTdPrDtxHTsan12K87Bk8XXzw72PrS1JEeAy2x3KdDazvUzpa3/eXbWdt/kjvru1UaTiKFcTNl07kGcv+rom1VCj5/l9VnFJRK0CGBPCBZN5RGUj8TzvgNw5Vj5vSNauJOKEGoHO2KqNDnBO9jKqLHtUYho7zJPIzpRtufMO0q93h+8qvdOpmjtwUeEf5yBhUmBeYrOqfkY6XEtXzH1Ezk2W36WGtebmxrqoXEjm8MkKNSNv9zdoNzeIL15gD08CvBztiyXBlyZ6T6GK9nHLolKBjwYnwF48YXxnutaQRQXg2uECbDJPuQXeyzPpwqCyQRSQ/niOfJnL+qRf69eV4CRXJBeVQS1jRnXy1INhzKz2Njo410MIXgm35kBpwXpiy8jdBhs9lj0WsMPxZm61/ewV7mVPIpp0C96oPIBVXsqdWDphJg1xi3utzZZgQO6dkBD7UOUq+FY8PS1aQIPv+jGIQykOzxSuaGrYUw9rCRWqH40jknmZxTIARG2ifDNLOCW8ydJDVQfu0iYulAdIdaFJoR1evJWgkxPBOveC9c0+85+C7hvkhdr4SigbfyindXkrq5mqyY6KCMRQKmxFmX1yAEZ9DGqEnP3/Tz7H5q2tRnR7uQSiT6RaawZ2kB1ELnZxDXfspmOTSI19uwWZTdX++zVC8rp1OQCztYCqHOGkanbfSsxZNaAIIED5/RTerlLiSRAs98j+1xcJvF4kKNApX97r6fqZEVJhrxLmAjM1zWqFeRPniHfzkjHBdN3v6xs8sh6jv0Z+8ln3fr9Uy2vsMMJ5QZt3FR+8JTUwrJX48lIXis6WOXBLm6Of/ZsfeYTkMEvg25V/z1ZD6beBmjMXGrle7G+aj7jflf3UsBB5nBvEnJsImvqdKC59JEkbaOzPCWgzMDpoRJXBLyeCFy4X+n4MUkYqGTTJWcsnj21sbrkhDw1V3JuBwRcArBBZlmTQJA4UNkEZRb83Yp+TozO7Pgc+v8n2vcpG8j9v4ew4mhYNstoUf80AlegMURxPf/9mJz1/A6nH/sU86tH2C9+t3lN8+y1/ypQsYdDyBy0zARK6dkyrTqgL516RVYiGMEscA4UleWw1Mr+RIWAIWTBjPY1w7Bg/vnv4cXPoyYGMJmJMotPn+H1n/gJnn1jxvTyyxauL+LRWAKWY5uQlsCM/G6CBvi282dST0g0xiWhlZShbobPXhqbG7KImBst9EK271z/tPb9y00XzHB3hLg1C19ZfmXqVDLiz1QB56BDzSnAXz0NRKtICPieplpj8vldPQpZnLBgVgUUjLrUkLJIC5lByFzcyEktRyZIcVyD5YzoxxrFySPMxs/o+Pp76I5oZqWElILVDmCp5cHIMlEmIYx5AxZ+LWVdVeKi4DY2zxwJZFpDsa9EQnCcz+coNed0xs7YtbczCj/Ubdxk1aGkbVKbTZsxTef6wu66W2ONjQ3L2u+mCfluB5trYhTXG4BWOeDkUShnnYxa2yBFBkBN0Kv6RD632uSxf28Ly1qbv2eHKQhoKznDHo+YvpyQHk+ww9LVC6+ED5BvJ5TJkOapycKyEghvZ53eN8QaDOrjwR1OtysKOvk5BaPC1pfDAThKrWutf34JgGpjUhlQnf631UWVDPs4DEilKvq+AmeIxGB8rmnqTx8si2TkS6k+2ZO450Q+wzyHbrWrXe0286yVUiVfpdQ6sWPEjvKzxc5ZeKO9fTtot72cCEeT6E4VyZuKIdpR39368Ej55iEG/EyHZdo6tv2+7jFrkw0WkglAjx/YhhyY93aG8f2CVzV0DC0yqaOUxhS6PqQLtWrShXpWuXjIcI2/czOuA9R3geVPdt9JtawEGSMCgAjJOsPAbH2gaePcUwiDWKTUkRi9Bg7FOzgD1G5QuXAY2iX45vUUMHGBMoxEzU4pfjZ9bp4VKyTkhPT5a3zy04fqTfvnY9oF8ytAlX0Ih2B4H3ymdQGw9u9FJyCvo+wYgSSBquqSdVGqZ6WZpG4sWq3gXmhvN3O7jmqosx/pqsBVwt0EQt37Y9ZohAX9WTm33AAWdXZlrmsdV3uQ87iz10Edyo/F/T3yEEalSHWOeG+UcVgzkGpo1lwP+7jZB1BrnvxU2RAFeRKh4OEIZ5t1arKAsjbGIqIQmlRX1KBOjSXXaxC8a79VUywsc9soB4eKGvhSusoV4QjEnJF5Fg7C1M/t993oP6ZWXLNN506iF8b3x/dwqY0bj59kFfNlWeqc4rs9HOuhFoea/MHIScwJZ5rKoVakMb0OHdckrD/Z2dWTCRk+9fJS5XCszFXYlAu6zHccr+5HPZo1u8794QHGPa9LGFphhxXTw4J0f4Q9HtuYv+OpQt93y9S59sRS/VtzPMe63wDq51eXjYR2cWo2RdnDrcQcJjjXH7YZbqD73uapWpfkCckacB2bWQNmExnx3L8/PqsQL933B9BWDmL7eZxwkv3encM4Nv1mj6rXFyKD0acRzFEXDTi4lD1Cq1WU4rZQGHpKOdnXnP3UUF/nQN1TqY/VhPRR3qXPf6nNc5WCEGPxWhqV1/EkucS5xvYuWm697Tt/cmzDCwoWRgAsO6nJHmcF7UcgRe9BdZlALT2xrNXzpXYRFYCWwwH49qGxtMA5EwwHd1u1Sv2QA5aKYSkiSwm426PMUxTmjjqcQMcOmnmpDYbktenCUtYrgJwYB6AZA4Z/GU72unXhBJxOwPHoGrHcAArLIam8gfd5yosjYxXFpQe5gMm74c/0ThVIyjstxfrEG9Vgpl3T1rm8JELbdBzARe9NrzVm6PJ4XHrNco2un/q8OvZkoPQzEoa3uQLxcNIeDx1QJIAqK9mF1EBW3DM3XbMA1wC43PRd5mLLWh2Y2Ni9b+va5gGNsoD24iA3+rHFiGWppcwxdw13FCU/naKahEEcAKk+ENowjqHLIiznJr+ZahJiRDsoIUipN5gEyVtMTjC+I+viyZouF6jPJO8vtFy4NmVQvHW5AHQ65az0KBf0rs1S1MiOE4H897HpvrlHYv3hSE4dmLIicrNlEZBYEKdUrbnZh+I6WWajOxPanG5h5JInEKXUbexx/a12Fh2ibRlDuqWauPkmTpLEoWqy05sHpPvHmr+wdT48x+9t7amsbe3jxe83uzh+tjsC1/eR0BhTg+trPTL/S6nsYSRSCjB6ijEF2n654u0sI3AOhJQw0kvzmczaUbknPw5Z7G0nXeA1ipI3BZFUIFGiju11IFh2Lrs6ngIfhMPNfBqzCna1bQFuuT6PFg9cwn2Ja+FBSD7mQzCKnM/XfN2brAHdp5xTjiVfzSRjoa+L62vEM/w+0O6VprpuGQHwv22WP7vQPviQgsYO+cJ1XU/deK3qfzQLWlkbPhi9Ni0DAaBLlgHaMXfinZxtYtRm+nVDR6mLk16BMnuxsIofe1diUth+h/yV5yi7CdPDoelnoxyVaCFZYuW1VEMgMJj8PiwzpRKDrbPXozSYML5mNUydrGrE1PiMBkG8pAi5jklXfHYChXmq47fmNjlHIzEaoPHdibNS1tySaYZQie12daxOi7MnygJUUFOfuW5eXVhmNLbqsYan6UCWiVrdzRX0iFxlWWoIZ0otnOWeZMxDfyaGdLpSWsqgclwZdVCHzX9WkNcu0kAY9jssv/pTpIcF07dYt9JZ3WXtTroawXAnUVBAm2QuAbW2rxoYn0vUxMbxxb5GNBIRjmowpSn6qH/XZK1gcfmdYGETgFSdMTWknebVIxUsbyNMaxx3WApQTgLqFWC8B/j6GFo4gNYYI/jJdLqmWNJnbCMw0nG2IdwrhfTLivqelmWoH+2nug0AE9lPjFKHNexnqhs3AJx8zu1mlNsKqOzh2KJcW/mc01Sf/ZiANOxHlyoyPNVE8xeHgVg98tPKrgLY4wmRsf7UdUbJGn8PPD2XBWx2FWf4vMDT1RgUkPlBIXFIgrPZdnLWcdBGRq1Ul5IFSGPCFaOIb2vvAszjpg4OsfTvTMPaeljBslZCICrs+H9btxsZUo7PFtjz91zu9r7XrzAmIvozsbpASRNsduCX4A78IJmUd2z7yohSBhl4qMgcWTPKlP1Zc8MxI4C0CxUJ9P/6nPxeSm2fvgB0qWeOPejMKbMqneC1NZeDxATv9w72+sPAaynt7FygGTuW3kkTyotn9eWRNdKsZKA/xWRkhuI+MhlX9GFzoAEypcjH5oDNUurPvg4G1NpLYR+oaeR1x5fFTEFJJCnL0us/MxkLAeJkthg6YZfHJBRnAG2uusrw3O8fGhAiS0JB9IUwTRTvB87HyOS549kaSIzzrOcWsicACX0QgY6PVWEYkIwD6MkP91HPlf1wT5Dh6igtpSD+Ztd7Z9zMFJjHO5ZnHeeX6nvjiLu1hjz5fARKkvhHj7kcjz0ozXLSWBiD1DH9Yw3jri5sAuCnp5U114M8vv1lLZROAzjo9roxtXZwQPeK/f6aMNk0a1KlIJJftBzZxn34PuXdAg6gyW4okKYch5UHgFr7+MUd0v0B9uahMQPc5FiPmWPWSUIak203+x4ETCmOaj5rJeNjzdeKNjIiOh/Nqh7QrLLjXCs6n0ZnQKM76Of2Jqu4ZmDrxCW2kcHU+T7KXYqQFwTKqvuT5yMzW06n7tjXcjrBipMJBN0r+nG5BBjViVagcbOvjnkpLY8iWz2kRqsLbG3OEX5/wuHaAvGaLDzPsNub+h5PSy3ztfcyfFxTD4+SECc2OVkrUTaXVq2E+yD38Hmqx6Ryj8wtmhS2X5M0p1SBih4Hq02Z2S3tNHAZ0JK5131sBGgiKyGg63JOnmIdtVKOVjzoZElr3Q/mCTitlZQ5nM6rScjnI28me395suElBpZEQClgNrbd3tZ166w+Sa8Aj2OEhSW/mIth1gjHsenvzKKeP5bVWeUBnLqjYkCr+9yRh35SnCfWt6Tx0r8P4I8x88qmKJxAgKUzHEBEYhQ1qFIjNUCNax9bJuJcy6bMc1uYoxhamL6YSOF5iYaR+kUez8fTSza8gsYquSThdEL6/Mt6XTXiUlUhSvowxK8VEdhoGFWrqUCjYzhFQyTeT7BMXkMUDPHzVmtu7ME4ToCwrQPrStZRNa7+uVI83EJmDyXYdLup5UbKw2MPcJyVVJ1n1JLjpU8n2JrON1EpQ1M4bi60jyQ2E+OhyXz8nTCclVkVlgZAaIyzv7vJ2qllQMu65jW8TFawv5zjQGMEgcbY0hnjsw5gMe4jXqYBda0IYK6nuCznbGpsbAyv13VQIw3+buh0EGSKIxLetxmKevoeOSiv30S/NsuBqf5b54uuERscjo2sXNN3T/ZP5wxQ389wIk20uR5bagxjrjK/+U6sOqbltJ6vi4+w1VO1BCgUPzJ1noAbt6XrGrW6mXR3EUyFk+pZ41qy70PaFps7Xis+M/Wf8/9bLsCDl9Nac9RbNqmhHA460G+a4+ZJMLdVCWCrv0D97H7XAPzJ97lwuMVWsWlFgafY1RHM8btKiAzfC6eUMhCgJtiovlAdUzLGMNiLZ21cRlA1RrTovAPOwE5tXyw9Q/vkcz31u5G1jbk2OBKpOr1xR/Z9Wc6PpR0TrNlINkUd99SIs0uloY6n6jCcTm3/Gp+J9l/LZxITbLCkAGLfC+DMxnd6EkJDnUbOX0DycVCf5XSq5Tj5GkdSb+x/KShmXbSxkwIAwlTL3s79hhKBUuq9D8cGgLvKRAPp9ET7YNmAKS1MxoSGbj00LWbyDZSLl0BO9ZEM9avxCK/JF6YCPU5i1YTmUu0ZWUMmiOm1hslRQ9q+oIdabfH5w7GFhDXUmxtQZOmXFs4nHe4Ac5Lj53iIAvvFBcFxgHt6yUshPR7qguNEpj4rmOu1TToCaQ39d4DOxEu39n2emDXqk7Ifv+jsJ5kurdQQGfulwKZdBQsC6qI9u6ts/ev7DtAEoyuefXNiPPzmbGw4IQoQ+Sz6XDToRd4jWe1Co+AGQ+sC+lzuSm4JACzIOIsgeNM6qfE8cOaQYI7HtHqZEd6n+25OTa80HvnLlqw6eNoPSaDq7g30Bsedi/hOlvdwFK0u0JXcIoCOQxHG2oY0TMqiDzUx+Tc7nlCoU+RnkKpXPk81ygA0J3OUP9CB0FATm8hjYtxYWu6J/fNjaHrKVv1FnXOVgfQDZ8gucZN+KpGolJYgpXbjqXaJQZOIT7Np6K+Z/Ox6TYBcFgR4ySvw8NiBFoLTuMo8w148Q7ndo+wm2OOplhlkqS4g2LI4ox64DFj0uXKKsSwydptA5l3aU0BWGUptJfvJYKn9VyqwgiSKnt0jvl//Vnb15LOym2opxsPx7F3UflTHMwD6snilHNR/n07eH0NEuC49E/u/NT+2mOan5AXriqL3OOAc/LI0pTjdkYNBtloOU4lEKZaG8vKaAKoTx32K9o7PeamfecVZIIKssQDmWguWTkr7bnk8+P4oz0kH0u8ddYiVRDCLI48DO2RsO2MAyPoa5TTd/El1X6dtCQbd2pqZ5J17zkd1ktGTElNqtuQd2vuD11K6gtAAGtuqpSY4iDqYUu6mY1Nz/dmSh2SRG/AA2mlYrN25OBgJxM9wbWPBomlIW+t4AkBKcbRdGWlw7yMTGEryvU+ezaYE3Oxx+rU/ite/9haf/fT3YN97Wb9LcOInOZVSD3WI8EBeYdOuZqN2us0eqJfj8Zw1mtBApyZEcaGEYfFxWJd2+lApzUvX5LIuHIgz40jA2pKBcgMmliKZSZOUVA+5fO0TnD67wd1/uFYpCYGMht6nKQ6KIOvYHRgR/RMwk3Zts+V7XVfgSEDoWl5L/SLiCStTDSmFhlrLp00OJs0rT3Du6JwuuZ3NbtaYQh5/qvUg6eCxeLT1wLQ6U/4Zl+CMn9FjgGNemtUEqkHG0EKJzn4vC0pZm66WiYARZmpscP2/hMs4Vt7P1umhuoAXua99oPESCY5fI90/irOUqxF0DZQt7ffBIvMdTW1OdVmyOj8CrMpn5+nyRvfD3ga5SjTZKMuageWx//u69BvvyPZZs611jVi/Pi/2J7drSKv1tRPK0k6hi7JZQCMq3HkJ/Wz0dzgxaqPZzR7l7gbrp7dYnu0w358wn5aob1nCgbOw2ZugbXye6IOUg3pqDMbEUG3vA3TP9uKM8vhYb0HwzbCyH5ke+RpkFlmmrJR2VK8Z8n5G2SVMhw22DWhr2gzYWZPSLQvKm3thtAWkKRO4FSa+JBvg32jTGZoe+yTjEDcd/25Ve1lu9ygp1TA4HX0FXd64B8fR3HrgjcucNGrWgThKUphoO5IlY9MopNjziOCRHAB63fjWePE+zC1g85yKYNT1PVxYu5WsPPWfN2tHTXeRBOsT4Ug2aBULBffRr6nTUU+ffQX4/PJQfdAhBWVy5rWUtolk0alpKRvW2wQ6KrwroZDaZhwgeAi98t7x/0uaHyD0dwx5181vgk1evJ8eQG6ToAEdtGuRxQEqcUdRNaUIpZ6mMX/nNT49LPU4QIZpgZ5FoCcoAvquhNRYpaCUipbjvOO1PTeTVxSIs88K4Ai0kyH0rxwrZW+1TbK4cumT5Pi7khHHi0Z3xQOlRORmX/9/OGL+zpeYvnxsGZelhH60q7frIve+xNOwaUorBDhKELlI/yypT0En2WaG0hj+jO9YkwecJOQiOudujj6/Q9nNSN/9on3ORfYAaniWhyQAlaVx4FkLa1fP2CZPauRc1vBLfbhNNrbTQk9TW3tAE/jLOuyOB1bngU5QMMElQDQIUHXekukNY5SbR6+Mf8iJ/Pe0H8LQ2uOxfd6vjckPemA5J5Z7cSlLVz0E2q3SF9zW8OK1tebsnM11kynMkma7BPjJ3jiYPJun78KgdaDQ/+91L1kiznaicc8ryiELOBBwwmgMGbmzk5bQWObHI9JuwgwgPZz8VC1el2w/HJis58lbl8L3+neJwmyGpc3qQ0fUhetn7a/j94i6x8nOx3Uca/9elS1IfsDiFRrotKCuiEjI4lp0Fj4dTih5whaYqdcTGcYoC3iCiTey2dRo3kqdUK36oG2/E+186mRKXW6JjtulZqkloHEP0PuKbK+uhwJgJVNQ+388tf2XZIM27c9IJo1tkG+EVlaJLVbu2fourz8l+LGmAvRTmzO0u7kAqfQ2+m1jtyUhY7RGo220sbtdjS56ObG6hl3WNs8o07msLWw138kWPpH2wQlbDa3nlpBl8vKBFr4cSxRZ8sFrIb7am7mxLQwNORtVtYqlhTLZVB/KY6U679yNmW+oHftIcFc723sdZPKKT2yGCOJzqWkzv/s5ppdzF8KMc+Mx9JUTUDdooA/zU69JQMt+jJN/krO9R2AXWfGkjOEicQe/E4I1bGydhBum5BKAxlB2gEcz75P1GZ1s6+qasxX48g3wxuKkrFIKjCE9epWS8FYLHQsrzHHJOpeEbfQNK8Dz6dTeIa9BRnieUe5uan/vhW0i0Ed7rg6scoEOjlNZFtibmkzHjbzT2AGNtXRQbXtnZrnxr7mWCjJnMFj6pbTxB9CqEwjgL2QCptRKHSkLW3KrvLDK9/05zLW/eoxtrN2ExoIxhAauy9w+O1Z9GOcCS2axKVtKRmMomRJSklRrjoaea20ngbVb0gFAD6ZyBm5vatWQ735/Ev8f+DZuMNo8eaIezEFQiHNWTNmlUlrShbZOyiLf1X+r1s8JDNoT6jEDrHTJXwODxA2el9djNLc24nUF7h+QTgvSPFXgynqdWb5DANv18QnGTJvIcbq+SEQjkg1LCVavrq+NawHbwHUEziNrdjE0XwIc2JR7+8akoOMJdjyFnSr3zuayNJZZI4bKHKAXdMbrBc/7yON3CW7dXpuXTCoPD+fgf55hz5+1yMyJsq5qb2uN0SfkLTr2BKKPh2YztCqA1jolXkgCnDlOJVdSg9HDkbENQPkWrf3W+1JZZEjgNgAy0HCD7BGYdo0wyD4X9bTSUqqtnWVv1MZ1zb9dYnSBbWeDczVNMNzUSAD772UXsa4V4LJk2OBolt0MfPUrwLc3xszbB1lzI4gj4ibbQm/ZN5ooXM+6izyuU8t3OJtZABhOPYuShqSRyCaXBaEhJWadF69TxwVDMAv0GjkCEy4e1rEb1wENe8gXpI9kB1X4z3HhIhXj1J22FAxfdoH76i91328y9EhnAfvBNpQ2lu4JtiL5Ms4j0yqZ3dEXAXrdSRzyvDEGo5eq0ovTqX5PMns7fSUPFRDgymt1ek2+52kC5RddYxiemaXOEpabHSyJMdFwf3avm6zw0gxhF3IPeYg1J4v/ToaofsHFdqjZpsEMcgw4bu6t1zrCzQieFfnn/IlxK83wENg6I1nfP0LWoNUZugSxLZbWmtGLa0vkpEvAc0DYXdd6yUenC1edlTq6bAE4Ero6f0DHuHWhRThghrP+dBDYHx4lSb0itWwuR1ifDXUVr601lspKPn+4NpnBvBXWdcedh1K0iMIGYFJwpScKrmtzpvLaHBa+91U2UDbagN0e9uw27Ex5fHRGzXq7w/uyMax/qcbqVntKbvJU+H9svNdsEg2AP7syyhvX32Jc+Xd9vrdJNjoQbUDG+UEARfry+Ngz1weRSXG90Wln+D3sZDkH8SUDrIAzz+14a0qKuO9JP0OSwn1ieL3dnv6UDpbPDITjEJVlCH5Pp3Au2B8DunA2+PO6NhB2c1Off6wm8TaHRyVaMe5CZGnT+1uqVSX4vk8NO53ZYeBcq0oAOzba6zFasKVV7hy9C8+pUTiSjlsgPPCg/DzWyx/aW8Grmf01AP4aALidPwWAmrVKr2kBQtTsiL14FnBsulM9DaUdEiCeLEtGwCeUgoUcnRCw0Lz2AIT+ssoCRC1I9e5zzYa3aWQQRa5we4Py7LYe9bke20Yu7GIHqCTRbNR7AGiJBXRqHYR32kJehxpWoALXAG3y8rQ+LMP2KI0ti4oLa5ecEMyBHmcLIMK3E8eyHfqgjC4b+122DENqusdIjegY0vY5nfB8JzQEZ/pOfYdjU7bU2jxjln40ZU7jd2s9dGLNbZGz/2T8zVqN08mARDBEICkb8gr3xHNv0DkG1JayVBVLyfiaCb1ZLGCRDyhzP4Ddbi6P0pzOCRQpCdD6wGvyZ9dGBYCOZCq0ed1VyZCqAvpexqhCGC+5HlD/vVpzfv3Z43uS1NcB50mcHM5/OqjT1EKCpwWUI8zf/hJ2eoKd+SFqnc3GM/2Dvwfbni8aBcolkjo63ak2akyBpwED70PdIDe0eW4JqLkyM4VzR9ZitzG6/bebfWVnUqoSpNMkkT6cf0/b2wDrpU370iY9Prv+HA6gXGddPZw/yjNy7f0IFC5KNzbY4DRVcKxyB2W5ASAnL2Q/NQcFQGSDjwBFo17aFSZUUualx8U+VRJNWsm5ak4jeXmYl0DLJ1jWJleM5+JYOG6gbRrHcOvdcb7pM3MvDRbZ9xQdR6BJH5wwgdV6uF1NYvZLSA6jbTKrgFP2g3gXKoPxe9QSbDvfb/I5APRTrqBlykrq2eAuvP9EMxm7S58/c7IG8MmWDHZz032mI2D8M0GGEkfmXMsoPtHeCl5LKf8AgH8AAL5y++PR4yi7QuaLIYTjqU4wa6ypEWAw4YKTe3HwF2WmHMzu9u1hPaQKAJFFzySoU+7ChyE3KAW2881sL6Jq97TIFnSJXaXUwZINXq8b3qUajDRLvbZ6zwrAm+cUNVIJukMWQEPik51h5Sm10j4qaygCIkzKHsGBlobwBQQG602pgxaml0nZgMHU9LmJFRnEMzX0izgSAMSbZ9hdvXBg0xgzESxCCQPTG9c8+66H06mJA9pYqRRCs+UtwZ7dIn/1E9jrB+D+dXu3N/vqia5Nd6n1bePeAyA9K4u2igwmedm13Q7ldg+7fzwr3xKyD0nQQs7tffCau12LQgSAtmDHbUYDzXQ+OJeTe+OQd8XEjIcaDqQulvV1o+C7C/sjVLesvQRAJDoxJgwbqeHcOPHuTFpA1k03MklEi8Q5AeddTUlxYiIiRIP46vX5/X9Im9rsT+1HSs/YDACW0RvON92szKrWELgMYN+nkWEEQpfenL0qHYgsb6CRItRu59xYVV13Wl4PAKZUa2BS0sC/j6FXLXOojB2fM6RcG2zT+7RkreRWQr0PI36sCODPUaZ2EMn5yV1vbyQDaj7HyNzJenNJmnm2+FvXhuaUlNJK1JULIXut2KLX0L74Xl3ME/SYK+F7aiSGsj7oySuiRFg6tX0pIo60vSSV3vbu1Mm3mIPl7qYdpAMIOHPA7KxrVAbgZzRimgz24nkl86jRNatOl9c7jSoOxeupMzINNGfCny90ycdTV2or6rXuZq+hfVtv//qx5hFohRytLT6CduDc51Agq+PYkS1PgFuSFjrGu9sWYbkAgu1wwvqt75xfV9p7ygZaJ2tZldw2LqBNtvDEnGn1ciqxUGPQcmNiJRzUzkGfAOS64JVW5whz09fSUMFEOqje72KDjlN/uFiKC4nTVDPg2cYMW6uHLiAlmG+CcUQoy2d0RbpzSA+6ep7B5uW2QZt13kpkggJ9gpF/Jw4JOBzOdX+ykRslAQm95z2GWbvqC+Lx+b+LzmazYH0xVUDRTu8qjcWdvAxanRQNxJPVnCXJY5XDFkZ9kCZe0CPlFPTPFrKnMQZe4uWT50hffNmOOeWGvWbY6wfYm4f2xsg6rQ7S09SAIo0iAbKJQdkKpwLodNw3e6xf+xSHr93h7g9/D/ZwaPdiGTCCNMo9RsbEyJT4xiQVDMqzWxy//hmm+xPmb3zeb0LWym3FGLDfURZp2GQYjp8mnH7iq/iFP/c5Tp8W/IZ/+iXSq3tg52CQpsOPQ8R4BLmyr9TFX5IRAG0tEHiyOoPX3aWxiwoWjBQ8v6tr6/VDsxuH0oObeXZt1ccBXi82HXtNgqVNWJY6z5jAwzI4ZjVyxvDyWHVgjLKMkhSgMV9CRHS1RgHf2AQMlNRCm7rR5VKLwvu6KZItHhv0PEU5Njst7TQ/WcuUoXT3HzdTguutv+mzaySG/eBw8BjaXICyhq3To1W7o29tGE+O+dvY7Vxamap3SGBqeRn8Rdn+7PhstNkX+nDWCN6BXtLhjJvd3qJ85QXy3Q7p/lijnwJ6SnLW1Wuo1rUstqTkGv1SEBnSrvdzQGyeKgD87DnWux2m10dMuXgUpxFGWwRQkwk6ANvvO0c7wO1+h+Urt0injPRF8aL/9e9R/i21I23L8eh20Pe8kLzU6HRhJaGbPR6//im++5+6QZ6BH/s3dtj/3BewU+n6Ff3YssNjVObSWI1s7NaeuHn9VAkRwGt958CCsHpQShzdu5vP9xVp318Gg6J4/p9e07IEoAug+OlzP55tqd7aNLWNmxS9Zt2TLVQgxLJHxUGen4oUoFV0e7azKLgdYVKgPzrWDNTJjtl9HVCJL5dg5bpQd3KgoGCzlAq2HNy1ura5DwsU+Z7qVENfuTaAmNAYNQeOxgzdm32tS0spBUG8JrmZNfab7CmfQTS6bUOS740Z8PFOar8LQRKTubRSgRRk7vSgmuHOxkXGkmg59V5okoxPkYhEYtHzOxx/7Dlujifg5amFE+msPHpVCNYCPXpYiM+ujRnHkyaHkfF0NnMM4cghHACw3u1w/MqMOykjVVmgtWPKlVkdj9UNTbYzYXrazXo7Ybo/tXfN62vIbNCbl9MpQGo3PqVpV49f3ePFn/ct/JYf+xn8e//cn4b0sva5niYzt/lCiUFsJm7sVQKgThLHmnIBssT8bs4teVOflffi5/zfdqjygJj3vBdLZEUEYIMh+JiagldlTcImTAHwYrxSQtlV8Bp1X6k/p+RnWZp2FTgHXmzjRriqXUcLdTvIjTkKtOQmudaZVnPrOZP1P8tnumtugTENUQeTNDC0Ihvqfi8h+iBZGGWLCImDG4aB3WZH+HhMcmN7SsqwLCiY2zsNCZ6CCtnb1HZt2eAt8ELWPOfLjPwwnrG/6x7De3gJqDIn5JsdJqunRhHcM3zMclQRFRzIm5ag2sa4VZ1xgo0JQ+o4dYDNyaE5Yb2bYOuM9GbqIk+d06VzayuyRBvGv482KGqtouGR4fuxTo5uKy01SaYmrybD8nzC/U8U5F3BcjdhP95PpR963632rlGG941GDFK0Oi4VfOdP6vGx6dUD7Nkd8ObyZd4TvDrYiXAm2SkJz3DDAGBY2iayLJUdoVcipwDV/pfwyrqkJnqQXGRSGDgALFm7kal0JiEMGBqgCGNBQKyGKrxhBwKnUw07cgS4wW4xDlpmC7n1n8fQsU4t51SclCRsXScrICBwRpD15BQ0LqgLnc3BSoAtBRpxD8R1ukVPhpv6YjhTOu1bQoVMuqgzCrTxV7mDygj8Zybc1EdNgPVazvg/QeCUAIa8ycaua5NEeKNkw169we2bh8hsjQz8qBXqQFSS1cIgEUxyE30qIUOdDJWDEOSvGXY4Yv+z38H+51Irvs/m41QEQMJcbkNmHwx5+rGdzioyucu+vMezP3gATkt34ENEA+gw8FnV4PO973ZtE6J+uRQ8+4++h+nv+Qz//uvfjN03v1f7H2Ek95SX5WxOgCfsAJVRUCPMf+t1GDIMwJFaQo1ESwIk+1wrpcBeLS0xVOQFuNnj/jd9DW9+Yocf/bde1pPyPvambIuCEy/VVm739djP09I5EjXkyYiWAXDHm78H3M5PPRh6qg0HAgAI0FEYOs5eSYP2+z020/J4aIk2kk3eSmLJJv4UUBsBnc3yfeuc+u5zPK2s5Djopevf6dRCzjLv65qX8RjDut39tjXcypzDDLh/6Ptw4TSues8N+YTeP54hP/1OhjGNUl/+DBF9Y/3ZwxFTztWOHY++r1mLeunelVdgKSge5YtjT0v9XVdPns/E9xW2f+1JIxIvfuLc9GqCLRnp4RR1YOupUE2axrr09YtS4YSN9g6yl1vFOfPntU+MCkR0ahjjetx6cpyj+/Hkml15V6cFd998xI//1B0A4PYb9/X6m6Xe6HixbxjGbHByt5hmbeoAbBF+HI9TI5MARJK37Z6h3O1x//VnWO4SXvzsjNkx16X2QcxrSQaDL4xlbQCLHUwJ+bNP6kv//FVjxaQCAdnAKKMlXkkpXqGAIX3VWBoLxvugGIJBiiFjqJWTXuqjFc0c18GVkhOdDpVGXNm3MdR6IYkJOTWQmgxxKhLQEpWyA9Iovj53rKwxBKZgWXWhBJtr8wjHE5Vsv6uL1Y1GKyq/ayyc+SEOZBII5FICbvbIn71AevkGeHisoUVm1nsSV1QhYDLZlgEkY8zPL4v3SxwOHve7tnHtNLUKDFmTNpcGoINtXvtFlKwHv7P0T7Ss1KgaTlIJQQrkizGmHKKN2TivXD6yHs7AVTCrLA+UECxTOHR8TwyRuwaw6mKrpMPIIAFxTT1ZqyVJNgZJoxBkNs9CqEutW3z7h75VWTACbz6HlsnyDbirHMGxHdnVkYHtvO/GxLRrNNa10GnktZlA6PNGS7CUmx2++I17vPyTV3z2/9shffOEixvtD3vTjWfcjPhvX+cFqHZ7yUDy09CWpTm/ShwosJpvRB8/gJ4xyzhZaFvL0epR4ACA6ZzJY+Lu297dGFZ3x9WoFddkoLcBLgLEqPHttnC/D1lLYZ+ZVa9F7CmRWZamTQyHnHaeWvF+7wt5hMoVKJuZpiqrKMVPfhT5BstJmtX9gjrRNdckS30PdgF4SkJwh4vH/U0TnbbGfww351KTyOa59oWkUqnOT5k8aet4aqW0eB9+3+u8lgUI6cWy1J/3uzhu2uYp9oGwsbK/l8fH86L93R51RHm9wo4nTI+31d5wL2F1IMr3SJgtSztRTWvWT1P9/qmV7LTdrupcgXjvgVP8xC+7vanVmjxCac/umtNeSpdbYHrs72nB/K1X+OS7VdoYdbPjPQ6Y5yAJY/u3VGN5Kmo1gt51bVFDtRFD9Ziu5Yyym3B6nvD4WcLN5zvYN7/1ZJc+6ISt+H8p1cOTU0nqy3VwkDU0cMErL2Q9BZSZb6SWWkIUWSot1GtWN7Bsjdmh/jWYw3x+v0svYgRcwfhIDTWT56GR0cmvCV0+WQF0jKl6itEGD9v2u7qZ3Oxqoo/rvJDTGUNoswOunM8PDii5htelXwRE5fkd7HBs2fkKEENvisaWCSiKpuF0hqRL6Tzv0PFIuKg7yIIAlmOpxlz1sn6qWGinU+qfmbrRrVI5qoFMZDeb8a99zF0Jlfr31DEF3TOvEB3v3B2LWwFjY5HZZ1PWlKE0sr62cdzpRIeusT2qVesysrVqwhhpkHfBzTXO+WbEQxITw0DK3yJpiuwmE7f8fcX3A+jkYHE75pT/poGT5Cz2Mzb/eBclHN7qoOTuvWn4tOQMe/UGP/b/3OPH/9WM9MXHk6z1ZBvDllynVksRFZ9rrLkZEaZLm46CFK0UcKlxHebUDu1QIuBtzOd4z7PnEzDnLFtX/P7SdXTzNdEasnwV9YeapBnr0asy3N5UreTzG+T9hOnVAenNg1fZkf3RbVzkJ5DNLnJAhEoB0tRqYc5T0wR2iW7mEitADzyJdz1Prf9MgPO8iUj6oS6XkoUxEVX7tMVaY7r8XhjiZyTLDCjH1ud1dRIs91KOEQBf0gJLycsAyHyXDoCjnjlBMnAOyqWqQnGNrTo0EZ7n9Uv9nDK9Ie/iJXngAH8+CqBkguKIjfieVOcdY49mCzmfTN5LXmAnNHymDuvYzIZ3OqwtdXrfNTrBMdlyYrc+z689HpDeHPD8GzvcvJywf/mE2NXbB52wVY8Ky20D0oQMz05O3/4CXXhwBGpkDM2BboTbc8+8aXhJN0a9rr54LhCVBZDZZfhcAabUqWNovhN5y2e7UHKE4b1/nRdc4nNdnVrVjDKMIy9SSynlX/UZfuHP+wz3Xy/4k/6pV5i+86o7MSzCfcLu1fOVS2OzmfxS1sisZWaowU8E88V0XmjeAXuq4e708Nixbd1zTVMFZaIXjaPzWM4rantaz2LrYQcEetNOnlFYusTnczZhnuoxsHw3QH2+s6xW6phLYx/U8UgO9hi+3+2AKTWtkmY/6yKU99c9I7XcEi3ojvvTUC1D/eMhFXptfofMtIyJOhIRwufzzalfdyqvIQClrIdl6rhOZF1ElQ6WhOHcH0O+sTki/q8HHMQ48Nlic53bmqbR5fNJHyI7HG0zitPIlC3KNRw5fePpbNWPqcXZ48DmZmZrhr1+lF+ok5471lQjQ1HJTUORmjwLoEseAgJwhORni7G7tFnGOpDvjf8ePw+0vAhAwMXa2Z3NaxbJL9Dn6QiLmmiyfPYMn/8pz7A8N/zovzth/3ioTJvo/4NQ8BKTnaZXn0+q00RkBaiOoGabI3eMbrW7zmQyHO22LiJzznrHEZ5pCoLI+KyDBCoYYBIH3GuUKSejqy3eo9sufxddJZc1o9w/nL9XtbWLnw6m82NKFfhH3VnOuw1wRIJsdHD4ClnaUu2xMvFi38Jmj9VSUm+bN9lt5unQARgSEbuygR5ZjoMG+J4tNanmpaagdQSorHwwTWHTN78/Rsn0WvwM0DuGBLrFEHpasv5bdoDz7HiCvXyN/fGE/c0e9nDA2wRIHy4bKKkNNB+QjFApLdREQMCKBBoC5wNMU914GGqXI1jPjJImbdHYhce0NmaGdTm1xJTqMON7zcMFS0LFvS02RR65GRrNFVVX6sXUy6nvU2WmUtPc6gTqPBV691Nj1NwAlAmwFbU+pR/DVj557qDz1NjLQuBmHZMZUgCXFXTvcAWwtDpqY2kp5NLplMoiY2ftFKiutJM/j9l89ruadOWAlaFyeK3eT19UMPXlmwZU2EYw7uNXDsfeAVDQt6hzowbR2duudmo1qj1DmTsQpVrS+Bp/NzCuXAuVoVwb07BRKkqlIN2hAWTVUwOunXzB34PWOu2OZuZ7IvC0Vl0jtKIErvXl92xqVMGowD82rIisNADMuWPjM/JaHrIzHlFbCgCuB1kTZG153CDXgl5TjGknJYn3i7ZBLa6X5PXHsjkfWas2Wzbj8X3l7KFoOdkKCCfn7AQhIGzB2SY9ava33tO7tqcYH6Bf9/q5XHoCQ8oP2c2+zvlHsWkesgV0bU/VpjK6sA5VB0hqLGvLA/F9u3RRSJeHPR7aumE+xQgsxjESJzEkVoxWduM0OZGR61G/J0oW1qjX2wF/oC95lz3KpE37kUuzCzf7WkqqFNhDjbyWMWlPv5dcmkYHVaNj78roxXM2xzfqh3Iea+UZhq5FgtBdUzGZ2yqzNWQvZVkaQZKsAmJK82j3Ij/E9zZqmDVS0bHirDPvtoiAPJ539bKWuScGtprjkE2AHIc9oJEJOnZe5swkP+kMl/ia2ASrWw5KzH9n8Yvch5GMcD7W3gEmqff4CHgVpbMI5Eb74BO2WEKlJANun3kyVmN69BSfCK1OCT1w7TelxtZxQCSsrIcBaHYqf6be8KmwUoAbyRZk8f5k6Ga0JEQp8O0yDXWShHc9tdBs7WT3fAyX9SeJTd2xjKUUpC9e49f+s49N0L16yHxtnll31C0wMGFr7R/HcUwo4nNpaEE1vf7Zkmu4pB6ZLGBW9Y0iJ9BQeoB2OWUljoJFG/9aB2/L8m00dWhGbZaDluiTMHUR2qGTwooKQOgkwygdDh2IjGoAUjGhk0uI3ET1pKFnleoKAUpH8EWnR+fUUKS9lftaq4Pgv9PjlPn5ODyAfRz1qECUoQIZWwe3IRPxrP9y6yWHDr7hxHGuErUAatSFm5KGnJn9fHvTs6thYNf+eUup19K5zgSxUlqms5QBC8C/cH7k2DijdvJH3OJURDhgMq8gsKzQCi3VFjaHq6/oMW5wk4+tyHS4OV1q7wNWIoIlLM64B4wA6+z7qLaQ3y3Wolc6Ph5tAVCjSMvSzmfXEkiyb4QcKq/AacH8xT2++geBfDNh99376rBtjsGEjvXVFg6XfDfAsj/L2EiyMMrG/YbvkbaHukZGMyJEn5stSMlt4wZ4WnM9k14c1MIIFZn9i05G6efJVmOklXv+YNPiWXSfM6/yk4+xj4ZcZIzIAtC8kxgLQOQrPtdcxhHsKvfF7hnp/AhwZdjcia6YP6xpq4nhHDfdB7iH6T2m/flnu5C+XGueUG73NQk451qakRFw+U5718RSTf4VDLZHXmtNfyEBadvHqB77wO9CtNphbxZcPMrX1+tZ9Z4L7cNKZZE9KaWygo/HEC13my9ZuNt9TdZiaacAb2QFyRyWtgj5Ny81UrV/Uwv7XwodKaPL33ExRDhmcmMoehWCp2D3CIwH1sBQFzYNPuvO8ftj9jiv6X+rw1fEMPcAMH5/WmpduzGb2zNnCUQsJZT11Bi+bny9Jc/wV6ZWD0EQ8FU4nD5+HWtO5yQlINHLF6bYDXwUnC7OkJI1Bfq+efgwffeLtrC9v3ryWh27Nn7duxkz/fl7Gu8YXhp3Zdst7E8ATHqEBIC+WCNRMMZmOt8AZ9HYbczLTjfbgS5/Tob5lX0W4BpAlCFAv3aRW3H848QzAlKRrJBhstyPV+tbaob4+R2Ov+ZToAA3f+R7FZy6HpLrnVKLwoL2XjM59L3LAtzdotzdoOymmvjnodZqQxZ00nSuDxrJGEc/qnGeAEwe4lzb+whWRObD6vNyKzT2MbZSanQ3oZb9OZ1g8JJETLqcRDrlrTrkDlSD3VzruroEOreAavo+38MWcxt9fQsgpp5xPBqWLO3sTN481/0qaopuXAs+r3yulscDLBl2TJJhpCGlJllw29KqpKztuu5Yt8jk+f068KJAeoxU+elZXV6F2LLav5rlj2TtsAhP/rGbfdhLu72tAObhoYWbT4tHvVKTEF6qyLIxbhf1j/Pcat+aoZTTObijEybzoDkRSyQeVfaOTocf97qbK9heM8rr+3j2cjicV4QAeiIiGezuroFc7lcKxNTJ6a4zo4DAt0UAeJ3Yt1nH9Sh94eFN+vxbwQuCWI9srp/cIC0ZiQchaCMembyOM8c0iIvSgOtOo1cyl7Q/Mkbd7wW4RqRtPSdsYu5ItOdd2oeBV7OmofJi513nydxMUztdKFnblIAWbl3hDKawgUpPG5wFkIW6aoJRbhNAQvDxO9Vo5RWha43MwYEJ8rppRQEt0EDwCKogCUO8N9BlZ9ePOTBUoyMJKN3GuzqQZ/g+oRoOMk1jfUQmKi31+h3QceBSEs4BP9+hSb+cVeyAtn/Wbvau0RkYwTHTkvVMw2uV1eYeIaxAkKWDqinkCVGPj/3knNESSpqwE4xsC1eWVerJ6t/AsZg6xr/2T46otUHbK/1gRju+fNOA7gAUNako5odcRwFykXqAClzDYRhCNuZMcYR5E1pfCVCHeaI1XLUVau+42VL/6ud7Tw8Lps/vWwklet3BitXv2sOhlVPT+xEYH09ID4eoAWshm5C1PfZPdMTxGWd3CzXIXKZ0LkdjqAzeR9riSG+gvquM89CkR1iwm6tjsfPh5BGwEWaWeazlht6lacj9Eks3AtyhhvdZyHxkjML5Uccn9dfWflCryINqCPzWtYXqDQi2dJK9QIH846FFrnjPiAhIuNnttM17/3kNUKP/3hyTrt8XQMSyoJRcgacyZTEWwzHc1L1z7EhWPHvWoi7zFIf9AKgOJ689Tc1maA3xUfZ3qb/xuxXliH5uhJSi2XvYhE7GNM9Nqzs8A3KB7VI7nUpLkVEKQVJDIoTY74Z93vsiDoHZinJcG5uopElpa42EgdZSD4chrp3ac8uBOLZVBYDyCH5+BMs5I53WSixqjewRgJZSowPEP6Ne1/trufTX0fEb27iu1eauue1RXHfzuI7eDbgCH6p5de+l3qwtCruwOZSbPcrdHulw7E+iAiQMkPsHZRifgHS8NL3ZeapgdpJJHh1K/QYeC7kBrULRO5maaWoM8s1NlwQznuYU1/X+GkOjAMobCtB5clI1fPW6PNJ0ksWZ6kYwgm4eoEBgrCB+kr5QH5gljNwxklP7N+8Z2sZWdD8cii1pBkuCdM9P1qCFsXsdlYzNbofy7LaVRfFSLnB2LsAILz0cRBCnj4n+NfpDAH9qf6t9UKA49wDu9qbVgHQjGMkpWU4Xu+Rdsi6jP6dWUIjjWAcvcgTpACLM1DHPnCtAd/xyaMjy8B6A5rC4E9bAowA3NayakawsrI8nzGAPB8z3jy35g99b5bSrIaLA2r9n2smDhA1LCR0ZSkGcX96tX+kzExRoVNnEWbD9zoE1s6bPWZqPso02i/MoDryQDS05I+4nXZVSGqgrTgKofOASKNzYVLv2rpuUXo/6QyFB9JkiY/5wAFiL9qlGNm2/q+D+9X3Ye4aBy7I0NnBdW/kiBUHs3/E07G7VnnVgCahgyvcJLGsFK1tyi5Ao6THYW6BvHAsnQMgc02673eRpl3GoDCUDqE5oLd04Ved8v6tVKJbcDnLh//keCHZ3LH92qizomPR1qb/6rLkRU6GVJNjbzfXUtOwJaTpvgQqOHh9ln6ezsMCWuaqXltr3AlSwzOSpoY9RHWGrldL2pW6++9/JNuZc52Kp+vtgg4GWT6KA0W11aHk3iIbNcdPvkyTw54+TUAfyAwCw5JDIdccys+XconNbDPhWH0ang79jdIOYA+4QebJdlJ5Lw3WeaN+HbED+T4+GImDqM4Ea4pZSWqEH1Sw7Df8C6MP/w0NQLwS0AdLTlwCExslkgyegktMoQkOY271Z3J3ljCqIYV/4ItdgTOPaqXpSZb9rWqeg56cmVvdnolGp3SUomNr1Rw0omWWOT2njZ7d+DjND9KBUwsdoKR0I7Q6GYAZ/Qj9hlL0aWVil+83Dt1Lwv0ugAEJGUD59juOveo7dF49I33mJOPpRQTGBKskOd2L6eqJoYLsUsHxYgE0ydWt7V12yVSmwu1ssP/YVTK8ege9+0XyjLP3QDM+Qkkx1rB4PwOMhtpJujqyIpLQApakK2Y21WulR0/CrLMGfO7Sq49hHX904u2wkQvjy+QCwBIgb1TpibHzt1iMmWdosNSYg+paCfeWxtQqUA0DTMZ2mloilTe0HHQjJZG7hJn7mBJU0hK5eNmGOJZmO/jAKXBubMtG69tVBKKWyLp2GH+cby6VNftzwnmJbx+9t/r6uv7Nr8T4jw/i2a6caKi/cPzhfOX93uxpt4jjNXtool6Hk0RPPNdrUAPupMYRPJaeotGyMHl26Jz+/LC10ztZFxKzemwlXQgzY3W099coMZT8DWDobGvVpPSmncyo7QCVGbQtkj5/RP/v6DeC6m1FuW26C4gqUuTkBHj6PBe91qm3xCJSw4JtgiwcCyJ7TM44eadySdYysIyWEGgEslV2PihPEJC7BKMdTnXdjzWygzc9pQuzzudRn9TVgOQOH0zkhkazWnGW0jv3ZWr+bzLjOZdlDJEoc91GwzOvPfkw315wC67GqwVjucqN9sGwgJkZswu0lVE/HgVkpsFevPQQ5oTw+BlA4SzQBGotCbSQzZLsQ0AVj2VUoGDSsiZPVgaeE7LVFslIeClFv3V8NQ3aBtzNe/B2Aei9nHePEGq1xCQwhAEkqgizw0ANTP+XPmnML6VAPaQmdExAZ4rmG2cfxGsNsgIALkRnw/wH6h9qkGiorJU57KTd74HjC/huvmtFhRijZ4lLAzcnMqncb7IO1ZL+89jhEddKs8xvjKrIMmVs4LZi+82VlA6kRnRLK3fPav8dDX20hAWdifx0vjq+/p6g2ocX8fXPlYQM6phFS4rU4BmWtSXOccwTw3UZBdj93eldet9BZAup6lSOElc2NQt/UrZNRZt8YtqO8YF077XVXD3gMRfH3ZCVkM4i+hHxBAYaEM6nFdKOPeQY+vamg4tWbAMpRQ5RO2RgS/Bib2uwtFkb+bY/HdrzvQmcGHl4eHArOH9crRu1QtrcxsNpGx2wM+xOYRNJlDxq19NLF64c9dHv6eIjEtcKTlDxDunzyDPluh/S4tMQXv053KIpee3zWDsw4eCqlJqiuuYvAXGYk11Zz9l1bknes7ylZk14RWAQIWbuqCyhVj245Nw2vjxUjO10N02Vp4Arowfrb2hYQXJY40dJY3/ZUnWCTiFu5Ec326zdg/dRy9BqrLvPoyp3pGMl8jhJ8j4cKIFX36prfrvLOCH4p2WDN2V0f9me1gU42wCgZpZTMxWGiFq/vGnX2pRIgF5wDzzGKmvLsq9peSubGxjnBOVMGu8GmAFa/N9qXiObVPaLc3aDMCXg4woofiAISUpLP8Zb2/TGvOhD0eglgyTYRxBzJmqT4GzJDqGigDYhBDnMrLFa0XKBHnAIZOB19c0RjMZXBFO0cizZHyY5Rn6SJVOvS2F31ElbEYmdpsChMD3SLIn/1BV7+5s/w/BcO2P/hb7bx08/xuVQyQc8oQhsSWqYxjBNq0DZparLGZ9eapzoXx/JkTOoiINP3dToBK7ozldnilCfNps+lGn9lNQYA1skcBrAJ4Ozn9ofBu2T1iAD7lQmtYGptoajDsXrqGipJCYdf9xl2Lw+Yfu7bvVHjZ3wMK1M9GI5IlpPxIJNPwzlubny3quvkJqNOEIEw2QiRedg81xAwNxgOTRgfB5sORmLdknlRMKLa17VuUgyRtrJpS1vXY6iJn/MwK272tZrE47GGMR28dwdN+NgHK+TgucRhI7k5POy/a8TKbdUeT6/eNMDtzxMOUSTinU+fj6ZtAR/d7OiI++ZhS2Ue4+sCSmy/r07QNFVHyI/UjM1/FVZSHYdx7jPsquwi2xARA1DD50xqOeVzkMySeipl4PW5HyTUE4ycSMD9Y00w5FjQps0T8rM9Tp/eYJ6OmJyYOBs3ys90rU3NmexssJAZ5c0q4OAdQN4Iut6FwWYOglkvOdC5oPsXI6fOCkfImYDVndhOW6r78tYce+rZLv0+Il1C/hwTsAfs/rGC/uOx9vv2BvlFfZfptIR0BOanuEk4vByP244VI78daFsr0XZ7GxLFLvlYiQx9h7na+bLWJHa7vZWxEDJot+ttP6ssqaxgWdv+tCz9AQ5lBdbU718KJqepdziFxNJDHM7kPhyDkJdl4LjEdzeJQ0nSL3LQzVm1Ddp0k3v4v0MnTIJqC1QP7cPAK4AIKQLdhsmzayMEygQdAFGkni/MfJF88hz52S3Sm4d6/ChKY4840GqIyBSZAWBh/7kd/arHdCprOs/xcy3snwX8eMg0NHpyslNCu6boaO3mBuWzT/Dlb/wKpkPBs3//F2vofi/13vyFp9eP+PQPvUb64k0XhteSRpFtblavweN09bn5PPMszNlA/a8ca2FwR4On46NgmWOtSTBAsKN0QAD02ebOnEW2vVZYoJceUpANg8bNKvrXjpDtftZC4VoUWg0IwcqaveRSA+bhVHVVMfw9HE+4+aNfVKBEwEotMcds9DT1vgRNXIgjA5GEQZXxq++9jSmSgwDqt+KVWWNS2ZcY5xzvQK+jDHm8B76fQnZrSDIgQGc1CQWYgBwYUtdGsMvq3FHblJvWNY6/VcMkxpd9YIarrbnWOiZgjVDTGkA8ff66zTOCYQVaYSiBjxu9SuMG3TFHKcbQ7m6r7tWsMm8sNcZ546Ch3O5gt/tad/rhsZVQGm2NRncutUvs+KCpDdarDNffaht9sNsbrF/7Cu5//XPYCjz72Vd1DpXS8ih468cFczKk+5M7hiUccOrvGVkyrgdq92nvLj3zJeA6/hzgW0DGU+OowC+hk65FxQMZz/rZLJEqtwOHFpLvQLjb3LD5Y4KZ9nd0Pnjf1PbYs/A9/z1m42udWto/SrAOJ9gqBBnQR7HIELOy0LAPBjvKvijBI+QX6/6G/aKTT539OCdXNMCLDbLHoyEdSSFJp1VvvY/KF13jwQx6PR3qIAfE5o3ORSntOxxnj3LG/vWOQBJmrWYx0JJDh/saJRxHa8liZt1BNZts8Eb7oONho9KAsjf6EApmdzPyZy9Q5oTpG9/zsPra0ebldo/lq3fY5Qx7eOyPqdQFXnI9UcnBlpYuKqszLWQcI6yAvp8TzoGRX6OFz+tg9zpMEwDVnnX95Abf/M9OsGz4DX9o18YmFn0F7HY6Ib25r6BAstELan8KBJBzQZi1fmniFIHIqFcZqyMAjU0dgCGACBM1UMlx2kgcIKs8UPpjuayO3ZbQdQ9ovRv8nj9z9z6UeSQbS2dDT1rixF8WPybUdXFyLnkcjajJQR0D7e/qdIK9WqK/yqiH8aexPhs3/rOEce0Au4zHOH5bTEpo0Dj+OodLrk6WGiPRezIpLK6VGxA1oCVHeagqNofW0QpiaB2iCPjaEuVo9XgNMqrhFAkbQ4+a81rvE6XFWh/s/jHCdVGLVBkBXlvnKfvHz8jfWr/ega36YWyXws1bIGhKKDd75Bc1aSS9PrRSO5ZaIsuUauhvLd28HhMUn2QULUWwLaIkZxIt/z6JA1nX79zIys4JmCesL/a4/1UT0gm4+8bcR9VcymSlIC0r0ks0QDrIxGqESM6XF0BY8nK5j+/adwWy43feJsWg3OCIvuTT2IfsmfJpgr24Q7m7qVESAV3KsMbeTEdxmtoRqIOszG68moKWVwPaEapkE/V5gQqOWSmBEivV6dJmLyvsyzc1qge0Cj96LTJ5l0LRQjK0U7haX6ucTHJX+Acy0FpZZquprAIL7Oam3wfYP4bwGZXUaCqrfAg5EJ/deh42gtGnmuK4rWjcVkuG89KGXsFktPu8rjyv6R6wRai9o8zo/cGr+RnYPDUnPHj/u2S9Vy8rYfnKDYoZJgIUyWQvywL73oq9l9A5K7auYVjFVARkxcNHZUEpcxuEiUArnb3kpqctwUpGYgfBketD25eq4Sy8t9Wah/O3XuEn/wCqLur1fSSwxD3zCmT4iSt+LN7h2DzLISOTOqIu0YS6nfgsJ0T17gLcbm0UoaHle5LNQT1gSz1YUmCQS+8NMSnHwUzU2iSwBmpobr+DPRxqJQHx1vlfpwdlyNGN4JiRX0PX/s5Vr8yQWJb32ZVBy007VHhqmLN0DEHePyLCQTrFtOTNqMHrWOS2cfG9dVU1gslEH0FQ0DomK44/U/MrDHVk8zMK0unNCPytbV7yO/13lOkaJBRnyS/BYnqYJwkwHD+vWtUwSj3bHf+mIeb3WYWC60idI2XHeD0HrSXnyrr6O4ikuMi2xsfZuN4m1woqQ8p2Wlt2OhMqOEd186HNNkNacy2Z5CdHFdqndwFnTyXrKCBQuyJJqhc//9T9cpXVTA8nvPj5GfP9ivTyvkbLgGof3JaEnGwsv6XRFrdF5RFNJpALNpN5xsZ5rM+/EX36oNaxqgvK6fj0tXKB3e6qFnGaqgTp9qaWSLME242nYhJE1fdiq1de6Nbm1Nb1mhFVBGhDyF6/lUVG3VOBpt1ME3DwpKe8toTSkVUGelB94dnLWAc17l1aaUy3r13oPhdELo1+D9iOIujz689RDaj9zW5u2r5iqVbFOJ0QlRe2gOvZsw0RQ15PdayayN6B6o09Spsmyev31K7r/zsAWy5fl+2pJEZvH56wNU9eZmhtvxvZoFyA+wfs/3Ats9OdTsWQgzmQfH1ff68hWDWI09TYry406d67zc1r4mBpbcg0xUTrT4RZgeJHll4yfgSKMdHk+Q5HTP/xL3Z9jYQoNqkiUBi6GJszhgTWAVwttQXC0NeUzhk7jpkDu555802AQHdkN6Kffj0FVD52qkk1JkSNQIs6Wfcksd8B9610SVRwYJ+A5oXud3U+nfWnDysXZITeiKFimVOd5KG09x119ko9NSzOFef78FNNCjx5jGO61Rwg12s20Br9nAYnDeiAse13bS2MxqSsbX7L3+N6ujFZzyhE8ltXXDv1oBToWQgFu3RY6JRwjCJM6qfGSHJWd4gF152y7PqeuLmxAkEpFSjd3VT2xJ3dOLUHaBGIuLbP+9XZGFnn8Z1SYo7GiW4fiAN+aNq4wVz4ezkegcMOk9f0tfvH5sRJaaGyrlXiRbAGIOpvj21LJrTFsI42SX/3LoB4BIISqeA1yv0jpu8Ynn/vdc2yPxxRtsLevN/WJqp2KZe+RNa4KSfrk6AIKHz+l+Op5mpYauHZEXC9L+vKZyDAWLH9Dro+VxIo5EPzFIQN0E6HLKdTDWVTQkbHmTbL0hnLWU/WbHaOUS7InnJGrCwLUDwnxTPzA8C+Dfjy+dnG+sAEwOqIjLhlvAZLiI0yh/FzZ+Mq16VtDKc7bzPCZPIVHHIeMYolLCygJEjp5WGW4tSxjjhYWoSxY5THFiRQG5PiOmLzBMfuFC5lXHmvkTTheF0CsNQXv6V9uOb16JOPrAgfxBk2bhZlzcDpvhuMXvNm/b+50KjT4yEEkVDgrJO142frjcTI6RqNyTZopSL0mOvLGUsIceGa1RCGb4TIkvTDMiFjmH1sIyjUkljIXR/jcIQLxtymBDy7A252sC/vA4hTT1gYjuGZybq41lxDZ9qos+l+Jw6JPIMeSXrWNBkMQHlzD3z5ps/IValDbnVMS86w+4c61j53uoxOoDsKNELyIGBrgC/mBdkPKTZeTzpBGKwq4JdndSAbT3dJL0zm3QFld2qYg0e7uWmhJZb68rEL4KrRg25OOBDku7JaHmyUf1CWYFOKygxnLOvea+u+vkeckOPf7cJXg3dMwNJJAfwdnrWRxe3Apnx+rLKREvKLZyi3M6aDZ3q7hhD50JyZ0FpbW6M7AQPq0NK4cz6q3OSjpV7RNpGRmad90BrHX7ySr10YszW/Ezvy/2fvb3ptWbY2MegZkTnX2vuc+/m6XtfH6wIMtkFICMsNZOhYCAlhCYGEkLumYRloWHTdRPwCGmAbSwiJH0AHCeiBLCSQDMYIUciWizJlqt7ve+85Z++91pozMwaNGM+IJyJzrrXPvlUN7r4hHZ2158yZGREZMeIZz/gC0OXLzGIqY6pK9Y9lHOffLCVzZbbsB/E5TelPz28zpAR+MxA9kQNDm+9nBvzsJ6jfNCbNnq6w55dUvuzxQZSD2Mvq4vIaQ/1Gy1y1BIocA/eRADC/3WAfo8Q7lcNta3KSjDyteHOr0xnNfkfKzGw8B1T+nSk10Z+0JFUHEBkXZveNz2k+vcOytPSSeS7HfWkZ1jRNLDrELABzK6MMTWxwnVwYaFklcUZyIkiQTrg1Wefr0gNwqbSHbBveJ9c637MqPsUA7/NmlwtQ23y0e5D8mwKxZvAJyD3DYllKO1Orp3+8A0cAO58x8ztRSyTQgeu9ErLSvgy8Mt1TPGwAhGHCM4Tg0wW/bc3UqL6kZAM1GX97SPf1YOBR9Z66Yl1hS/iGaNDOKmzaTK3PUahMt6IvSwK2MlqT0fPx3Gw8IPl/ZVXnA99KYxdnTctKG6sCLvemZqa/Fzqr+u4R17/xC1x/+YBv/19b89MkE7bvAd4EAPP5NMNy/JrZYRYi6kpBoVQLhupTsflY8cQJGGZNVO+jQU2aO5JaoPdIeprdaYbXiN5W2jIYZrOWhoxglsycxwEws8d7bUy2TdpqWbp/tFZ60zXK8VHpoDJBjZhZCHTjUss1G1lz9e+TdWnL5QgklT3i2nRvY1wWCWILX1R5B3a9db/RKaBOgcmQOkvnnb6nnH91M9B1ToEVLg4arJiN2QTEJ7V89wH4Lr5fu1+yr0sLhDlU9SptLJe1A2EFZNNBmmuJDMXX2Li39GABRvYI8c55vX4P3GeXPhNc2eMD8P5de7dPz1matD3nFVP554C2iXHVlI357MulB74w4PBeqw4ggMTDnBtZ5uRg8vcR4HoFbG2ZC95fUC8L1lpb6kj3MeAm5MrAAs9zOwGlQXGe4gUA9IBQoLud6fxoWjP3FiDKe+sY9woHXUoC4H381NMwcb2oXNsr3K8dbCqgUmvhMOcn72D+t4JwbXruvqZ0WGQhUPaPbNfagss7eeHtqwg6PvS1WK8ESYuXMuzzWc/7xbnlUZSI+bxRJH7EvbGZtxrxHCTfJpZYZd89F4l5PiyYZ36WWV5e8Y3Wtu0A9rFQVch1NztmGdCmBAT7ptZEoFs+32hfHrAF9Ojf4WsfktY3kBKHomzW9vJsZL6WZdz41Nz0eXQh4OG1dQCZG1mAa/pRzgKgGFDWUZCVrg2pD6qxP9YqneDh0oRvmKMBBKPoKVSGwIIC2CWidPkZ0O5l1krMqVsC89SR1aV53gy43XD5y4+4/GVzVPcARtmPMzaErhWaAUDnmkCUZnl5l7p45/RnOZcTi5P+uhSivI8yh2soBTPD6ix3SsaV+YI7WztXOhtcKLw2FwDJLDH4+ogQT+GibHuY7TOVWh52GDcyFYxk+MLsF1XkDFuCvf6bcCkhWOYzC1NfUaFgn7lm6+jvrQoPMAB7ZbRz/sjKioI253ilUqBZByzYp+E6vh9Np8X3FvOce0b3lvX3mUFl+47BjLrtDWiXnnEgwZb60OpBRUb2JsCYcxj/78AbX22z+RBSVxVArAQA3Y6GSPKhIqGAkc9lBMkCLlGVLmR0Vo5SuRWKbVorpoCf0yZgJtcWiY93j31dhPXs1aayfgmWSSPy74HKGVCF/LHnK8rDCnvZYU/Xbi07YUD7XMWe1xydcfYN/rWp7GO8RxtsB8OxN4eAytnNr0/gcTzuXWmdAyUJYK9Sjpt90wpKnK817vtWIvrX/CJPGG577MV6/Ho9ziuQ73MgWQIcGhXf4TmTQjEBVzw+tGdG2jiu46ECm1geMlDdrAW7XW8dv1Ax36/IQGRgIlRC9nPbFSEI1nWc05lIkrFl/vXawbFpTMLceJbVCruNsiNlthZVmM8+bbNLBFsMDZcLbH0bvn4R89r8G+JAsfGF9zRBtTMvy9KyDNAkGijf4lBqG7F0hhDoLCHQhYUAYP/0NArQALpNMC6DhmI//UnX+LXNGni6BIxgoJXXpDllB64YTeQ8UAmGXRaaVvkiu1UQflISYCbmdAA9Qb87EqjQt+/7j92vZQatE4tqXKA0XYfzeSblZ5oxRtRmX+n76aN/sT6L5kYeFlKudkhrxQ0koCl9XjWzhKalAgbXkDSjLwuwX/tm5/0HTXsZ14bLwTMzzPXERYPpgL55B/t+DzOetBQiSEtDWhxi3FqOMdvMgOvckKl9uERe1JeuDNSaZQX73OLgrsD7UQFQxUBN+RkgZyZZA9oamYW35uLNg88j8G05HiAJbim8MpWMD/ccihpQaKa5cg9g64f+tL6U/rzoDy7CAEU/nFYJpus7u9fX1GZTINsmVZLonxnp0fwW+5R+bhcg4xfeCoaR5rdbMybFexlaunvEen//Hv54aS4k7sCf/wpQM/okK9OHEQATvHPPpiLn8vt7wa3aiiiPOYhXgJSyRwpu3YGn51auE2hBybQSzaBdYwpQ4FbH0rSbnJ1UHHN/Lq+Dcs7vw5rjMjJll0uCmFd9OMOymWZusaxkflUg78V1BKCfXWToPge43vvsbM1ZySpc5g5c7/hMKoselgi6njUSKRpJDla7PFgErOWwfrig/uQ9/FKw/MZbZo4aZ1lZoOVuDyZ6ssBVzgn3bjEA2vmqOVvVPUDHtLSyvw6M34kftV8xloGlIgS8DVyJlbgndZ2ExSuzCHB+5/1yT/6cteWN/YnfwufVl9JNemKKGtIbVQeDSkbT59LN/+4tqAcAU0D4/GI4GZNf5TxJQ2J8ScTr7x/boRpVk1LwKQgJxnMwm/IrZRwjjUp2gX3NfLTidiBab6bNUkBDNwP6VRLcMNF+BBE1v+KmibuVsRyrav3pF9w3uQIYlv3Md/H42KudPTzkoZR+p2KO7ibzSbjdSUHS62UHWGEgGoEL27L0jSG+ipn/NhjojB4PPyzs6JtOU2DRHUJTYZ35rXLO3BIMDoEd1yuMVUoY7KVCLNeygMT53rVr+BY+QsmkZHAUOhtwWfH0T/wVfPrDFX/w7/xlU1IqGmjInMPBmHoFUDqLSWVBGNJBGfKWMswYsapAFhjcYXS9Dwzt2g+nIT0a+qFkVEIymK6mcIP7oCgNJZMJXDnPWMONgEDAeoECWin4+ZzZQPZwyoZa8TVTr16sp/Hj//UQUSUofAB9Bvy0aEVuZ1eFdbLSHBpLkPIZ7Udw27sSTIvQZW1ApBTxDzUM7mPzsw5ppUSxf3ruClUG+uwdUMygiEq6+mYO/e7XZFO5OJnDfdtgz8iYibQAHQ53eW7Mqb/Uo5WMiqise1scvlln3sjyAUe3I6C/39l0T+vYDB7XtQdqUVGc3wEBaij/uUfFT9Uz6GgfQf4sn8/WEs9WZf6BftbeooTta8B4r809QnxOT8EUscj1Tl+ABHP7Tx6wPxaU6x7FVLwTGXU+3/dxbhicJTlPU9bnXNTpsdbmMSycVAzzHYWMTeXBI8CSClkx0PcVQFgYypEsOLgalPO54H6bWd6ZYfXpfrxueAbO9/dJ+2LwatMDNGG9mun9doPWTE6KelFwMR6yB4DAgZ8FMukmoqmFTKw1M7h996EByIk2H4QT73tt4NFdTOuT+Zs5WbM/BCczm6k+QLOZbV27KSA7VZCZBWjCLtY3mJSzbYnDbwB6FRWYhbOzj/MHNCBceulYe/++j0Hz6GVXCmCe78/ePbaxP/f8c+ojObgM8B0KQNLgolyw6yqCsK+Poe2s8NTZU93crtkupB8DKKaLQPojjYd2Z6254bqiMB6Ix+a3W1eCdE1UWSO1HBnO2eS478BW8PgnH3D5zQX24akJIFom5Le2rvDaixXQ5YBgje4KTVu3VJ7SlFb6dQc/V5dAOnm36oqQgJfJvcVEn/PIMYkSybWWScHnYC5eR+G+7V2ozhaZM8GoTC6AFG+zwvT71hqtBqbAYWKgqrzLSI82HHIpqydfzTNm89R/TtMAhoy/bY2lxa2ZgAO4Mkn8eTS+AyDIPQIh365d1ivIXNfuf7/vPZBlx5FRZZvHluC2nI+de5KggSZnstBn5l0B+MmIEzxSyUtrBRUOOd/o3gZEpSwWigm5GVH87R9vsdBLMKsmzw0b7wxw+P3E4iUBAFEKznx5OZ8HU7/JuzjpYw2f3ZeXc2CtQDljH6Z3O5Eyzt/N1/EMi2xLtlUs7q3MKZXCVDCWznZS+WP/ltLco8LKkS6YNJsLMUhXmKGMOIkQLKOFr5T+vtqg23k/sJn9XZi6Zp6xr+rCcNYO7jKTbM5HTmtjBq6fw8hK+6I8rx1sxEtkLXE1/6ovq4Io1prP3HrTZp/Nu7rIABxMI7rwODmp3QJk4ph0OWsXb0LnU9PccaSrKQgDoMK8LyAPganm1kXKr7ljSFPCeyWAaKAnS67meATUEvhruVse7so+qYDkvLIP3ERkGDlXuwA3FlOg8iFMspEBc5mHaAZ0JpDMMN0NlBGPuRyqQ4WWTJB2GslOYMY1RaCVuXqn9aMAWhlXnb9BmYj1QlcDWgQYlLVXOIU7FRwqZ+vaD20GHPLv9J9ua8Rs7dkxsg87bLk07Tmc9+1Pf4VViigM0fsJNGpTJpbSBChBo/qgMs0V12R8P9eNHvL16uGyiJvJFFCnKc8QAY35TEatq/DKQ5ZsM60BJVk+9nMQbCFbUnCe5BbsflaRqkX9+C5rPxCWBV8x8dpZV6CDKJ3rQcbKdfSH1hzCylid5V69B+708xlM9FI/zerBIJU5teDgHjSBinVNoOBPT3F/MmBnbkPWWd8AZAYMLjqnTWXOvbEpMBMF0+e1f9ZmVnFHAyMR5zEoodX7eTeMK87jvVvThkC2aV7NonQnpj1GGXuYgztAYwY/ArayKtc8vxzLPesYr7nHqM6M++c0ve+ZiwKfd/ZdnI2+bbDrDet3TwBzHk/XNRZ6gV9W+PuHthaeb7DrLXIpxzo4KaWa8y8BwYO74q3JRsbOtA9VaZNxzlloigFbnC2ajvBsfu61ec2dKWFnYBiIalw2yiWOOxTk8s03wMf7j/+ygC0GzNAMEy8gncjJfAHnvoYqHBXcDc+Jz6hQaOQ9BefZwrPSrlktS8K5sKvJCg9mpgAemouzhOYaATitS5LXkhMei8rTrF47SFBzuweA4ebiPXxvmq+ORzVYERwJPm2sYpZ/73sHuxqsxOtotirrUXkIc5EXdFaAwVIbussD0M31LkDeppRRuVw8AaV+1jTNrQMiiXYfSpW6J4Oa12jOUzX7RYCGM8uAmNt6oFeMlb6nfI4KczLiPNT5G87V5QHqEgKgzzswVvDS2ufshwQqunsm088a8fQHPmMLS4F/+x5P//gv8eGPLvgr/5dfo/zqh1wvA5vK98P7AT1NHZnZEI7JzOg1aEqfRZBN3o/9niJqT6t1JXtgHViS8RsXSp8zsuZ0p+AzHi7ItFh17wLZrB0Mu7d8sdwPTDXDHLO/Z1/Hdc33PPugziCCyu4dF6FT0HF47gQah2Ip00FJn1V1W1JGeGb71qWzmapo79sYbDM3EgncK9dbV0znc4VjJCtY5PzQsZ0xzrRCDc+OYNVT87iSEk1W+PXa/IVFHmbwa1nQrI5yJmxb85WPoDtXxo+uV0HazDm8B1c4mvuv176/zwBJnlfTeDapomXjGTvMMe9JFzklH15LrXWP5Z/fH+dqTtem/eKZfG890+qp1qFaG8g1a+mtgOP6LAX+7Ts8/Y1vcfvJgm/+/jMuf/JdSzOFvZXPDiB6mFslBUsZZPPAZMo5lmcoGdUi36sCqozqYX2qAjUrp3dYgCTO/Phc+Z0Xa25Bjy1Tg316OQL/YrBv3v8DBq+hoQ2ImcCVDxVT5CloVTMLMEUonmi0ZMF4bQ2Air0DhRlgUDCxUgzZ1S0AI9kgAJmiS10Eag3/FYBVsmCSW5YvkHli6faw7U2wcbPtCDM3Jj/V2CyZRsmGgKceTMQFUAGUVAxSkC2TqZ65aen0v0/vhf9HaOwR5IbloZvWuQHmYDAR6nOWAH3HBytUsMVDBgJhd41mExtBbraYg4EVrgJ26vhOmL4L69rS4wTgyeA1Mux0zeA4VFlIwdAVHYJQRvcOc8y1FWPI4hqcv2AWhrlM3+QaPlYRKPazb+FmKD987ACM46sVuKz44R+74Df/Wccv/713DbzGGsoUVxEIkH6fIaj8/WMLKtAUdww2I/AUBSzzxsbnRkCpYHMOoJrBq4LS2amf1+s1/D+tDLyWtcutz5sBqD/7Bh//8Z8CAH7yt/6yBw6EZTOV7M8kZX4XW/N5xTljRqXiJN3S0GayoAgQmcDT0NTqNAAWZczmDk+f3fU7LN3/mgphVtyruFvpKM+JvfmVAh0kPUzlpLXfVpp8n8eg95y7uJS+jvkbdwxWRIto+QDfVBrTnSF8GwEg3bjoLwm0ffVyHSwuQ7YIvt8zEJiKOFLp7Va9kJEM6qMZXK1+Z/9Xq1uSVTLH2nhPjufl2lwLqdTvOwA/ndvTz7QxiJsZHtKdT91cRInJPt0BaGxqoV0W+Ltwhfr0Atutg0O0veeXBdefLrj+zPD4qwWXOGssXD7cfYwByPEFKKZFVgsSvHJWnqa9Ypt//5ryyX1FuXsPuM73nv+egKw/rLj98h3gwMNt7z6/+rt7ynK0Ly9SwAMhmjIzZ0FP2PfRETmAVwa1AL0SBLVgAGkyJ6g4Mzm4YzAJanJ5XjObj9m/OV2SAGyfX8TD2p/Hez5cEjBkfzFpjzln9eiMzc2nOWO3DdiDCSTw0byc6+gbOqS0ohb57hH1Z9+g/PAE//CpB9QA6OmDOlNYf/6TBoS3CvvNDwkm23uLd7LLO9DNEUBN5QH/rRXDZl/KTA+lqaHMmmB4ufaNKJuabh9kMIe5V//KTM4PwK+dNed12xbgUZQEfdcEtzI+RIBUDlHdK86yT+h8UDE4E4oTcKgPjBDdO4DjdbXCPj7hr/w73+MP/+0d5dcfOhOj7K4EzKXwAcL/rfb7BrjPdxwmxnw/nHsB0P7uoefyoymLScy5PyjcZakTVBwiwOc9TbbY7OCyMLynOBjt6YrHv7z13/E7KiSc+zPg9jU0BRTzAU3FzuyI7dVCdnK4DZV7au1+lD/W1Pham69RF6z87MStAXgd2AxBQnI9RQhTHV3VnUt+q22IwTgBsIf5j5R5AiTt8RH+7fuQ7fsQFJw5zTeRx2SumEnjeoP5padECzDk+j4UgLMpMKf1SebE1rUxZQokFKgWG8c3vU97uPTCO3z2lKEo27L06nr1ucui33bfllEJOKzR6sisAPmbSU4rntAAOpISDFbVOSBTWx32dMNP/u4T/KFg+XBt1uvZbeQOoz0EWsrnw2/kbBvYWX6XqeJE1pLVbZMwzkc8gz7gTHl2t721j3lNQRv7bUd55hlSj7Kp1iG+5qz9duCVzuNsYYrMYBr0zQmbkrMbDgNOrVEDVAbNdgKDhgSqLS8hfyMvNM3E/E0IrX2H347myyHF0+m4eX8e6sE0KmPH/ILByCoLfbg3zdKzRsqMA4sKlvC1YYUYm4SCmsq3HXbbm1DLfG6hzRJMSsBN+fCppRkhYGIf4r1kX7mQ85UcgVrzn4q+DvkbA6iG+T5Nz6HwmDIeAGa/MC0pe6gQxVYdvrcUSfbhKRSB8Okc1h+Vlb0Dfh4mycrWQUgMrK/ONZUlVksjWBqEXFdO0h1AlL1kz69XLH/yl+3rW8ubaASaS2kBhS9XLH/xXX+WCqdMQSYm9zTnx3pZ5Fr6tsq7G9hPmt3DumIlsoxQU6bCsS6oP/8WdtsjlVvMhSikVJoGn7G0OiyjoiLrINcbx8M0W6Ho2PWGyx//pilnt63LpK32e/2+HRutFxrBPvmW53UnbfCrBpC+tPeaAtGlnOd4Pevj8cFoSmcDHVlN8HANJpD6GffOvjYw4ieWpeH+rzW6Yt1uGAKqOLe0CAJNrm57C+BZSoJYTaNkZsDjo1g+QiHfJGE8W77LihTOqswqATOb57P/nv6WHr8xZXsJXCe2NZ8fezkrfdGc7WVMl1Z3+NYsYybjciquapUxe3295D07e+e6ngeGRdqZ7zIbg+V0XrTttcm9661VMgR6MCsA7DvKh08oH5/6XKmZfA6wUrINwBBDMM/x7HJz9tkZ+C/W/HAfH2C1ju5W+Xsk6aWpvN5kX8/atK7s6QVrZI/phWi4Hg1AQX0jndqXgVdS2cIKpqn5cukJ2ukGkIfm0kyrNLNXYZVCkLrkXh0KDHDS1PwUTKpFubJM5n7PvLBtPYjLwqaoPpBaOtVKZwprHPj0YZ0BIyPA9wr65CaTVdDN9HPfaTo+aPWhHQLdfYBmg8LcbALI0+2i5Lz6yzVy69Z8Jk3AWlrVzBpjQuf0UjpLSsZL8/dRgMygS10K5oXoBo1Wb+OalIZSmrDW7AETm3kWGa9abmf6l54rjwrMML/xfiPPYa4NnW+DHDI9QbtW/zo131BoH0yslusk/fKGPnaGoQdpCUNJ0KYMYu6J0n+fwFPWq0bsq7atrAbfq7Knai7S3JJzdgprgnB/f8GyjanktCRt+szFHk/fZv5f5yEUBfrupSLzcOlrRHys7Pk6jilSj6WF6GtlXbXpOtX5kDXQslv4/UNeWSWakl9h3rLRfMsgLJNDcf7da6DyzNVA9xoVy3vXAudARUBc5rxkOiL6+5+toTl+Yn4GkMr6a81fIjH9UhqBwJgEAj8yYECCGasVuMW+4EGv1p1lhWnQYirstfu4Vz8SNnk+yfX8/Vnu27N5URlVO7uvbN7AoAfhAnTAnteL9aSlr5rynL7WlFnn2HSMbBlDYeN4zI7AUsdX0cBXAMB0t5t9awtG0P2aW4L2kfcwi3tMIDVlKI7rnGMkdtAsFaCy2s7nYWzat5ltHfbZhMleG4ven7iC1lU2yZoECxe1V1zWvyzbgNLdaSZcevUNmmXV/5WHappA69jx7FGvetXzAgo7BkjJu7apfQNs6b6Iva9qnqx9IjUHaBYAaM9JU/qyZDRfF841U07x+jYl42IzW/MezHGbjBMjs0lRaFYGNV/xe4JYMrFeO9MwR69TezYbQXXm/tOAmdGEz+tbbscK95YcH5EDzlkmtHrXGiMRtDHgh8oM10CCZolylUVuKgwpUDWnrgDWTKwPjGUP85AQv2lgyH6h62UQTgTdM/tKR3d57+4CzDn3yb6Ke0Hpfrs9PU4H3OzjIVG7gPLs97pkupvurhJAjmPKjAJl3E+aDUSFxi77jr9h/tiHS1NIt2tnfNStRp37lRGpFXZbcPnjX/fDjP3kO2auR84zfWlftAb4fDCINYP9ySCe2oQu5RH7crlksnJ/fAAKmmvFWxHkX0vL9yNKS7Q3TbTzQZTy9A0mLAOzCvI0qjuwR2pFHsyfY3p8rdVpb77WF23FxlKnmo+TShuj/M+A71t+lwAG/9Z7TPbtBvv0jEzZta4drDJwapYbypZbgUXifH//AL8sjRGM6PbOrC3JLMP96O7BADD3zNKTivW29eh2JvmnEj4HHPE7PQf2E5N9ifOK5wblBlN9XS4JgNv6/Qzm9TC5cc7TJQzoa445cQk6X64SZHZGhJEo6PiCblSZM1UVOoLiRfaXEg4yX8P/h/5zv46kwYH1fs3KMCgU0edPL71sNH/P6+c2p9qyV67V5w4s8vRv9PnxcIcBAHu5HQmvqX1RtgEA3WeDpqJB+xZT7yHV1ajlA8HoaRATF7kwXxnlWfdWQQvo2jJwSAE0BDvpJK9S5tBDG1mAIXiHzI+yf8Miq8P1PYq/ae5ZIpdCoSzJ2sF9TBqtZmhuYmAEVcleS984L7wWQGYbiN9lOb8A3TkC98Yscoz8PV0TLBi2d4/Y//Dn+O6f+gk+/aMF7/+i4uf/wSesf/pdy8WYgQGRioVR9dOGH6pNle6n2sqojmA0380yZSgQUDusJzHNa6aDfAdkjgmY9jiEuB44j/Ma1SwMnFugvQMNNguhNPSPrE2x5rdD8yH8+NvHh2a6uW0tIXu+H4I+j0CGYCaYL1ACl5hyxcKU75FvuR3CNSJ4HZjT4JARiDEbGXhgYFzb93UEoKW0sptkddQsOrj++AgcCba3vQdo6D3JmkYfB/WW65UsMeeSwJoywyJtFvN1pvL8W4Kj36WW6906Q59KR7AxsjYS4IUC7lrBSA+je4ff9YbM+hLf+8v1dQbqx7T5eW8ByllGubf0XJTlwBBA47q+z9oZkzcHEN+LjO+dGCtPMddofHf+fE/l09YC/+Ydnv5jP8ef/LMXXP7pX+PTf/Bz/GP/+x3f/L9/060T7si9UOUsmvqSjB1lmvr3CyE1lJydm/aZ5ATn5/BIz5R+KeOAJvvCRdGlBOvxBq+Y/rVFkJ+T6bXSgSvHmSWJd/jzS7fuPlzg7x/hD2tLNfUckfL31kYyiZYuKFY9yyM3Bl1kcpuIc1B7nLAuZ/X59wBspoEkgJSqWPzdfP/ZWvOWgnv2/Lkvc18VhAvRUp+niqjzcF7vxZ0mL6TnUSwHVm1mnnTzaqnJ8d6y8ILpaaab2GSaCoovQdkhmvs15QfBH/sDxOaQqi5VXkz+v2DwZ9T+KluXALeb8ntZzSU3FUst5n0IIOZ0LmSE56b35PPcxzkhox2mcCcYRRX/yKU/UxlEARm2tvKof/7P/BT/1//hv56f/zP/o/8+/tq/9dy1duZodaZlmuaYcxUmuH7/JceTGlb4CZltHQAtCyyCq1ye4fPBSqaeWQEIgCN9jq9LpiRJZlR8sg9Bd3wHZB9108oaHVwX9j3z3CIqWXWNl+/H+7PePeD2R3+A3/xT3+Dnf+cZD//e3+/7KoKp0t/JrI3joWn29dtH2HPLM8jvXVJ/eaxvW5qgtG3HEH2vzC2BcZZ8jvfEAgwKYAkykwWR/auMw1JGc+UsCAFkmj028QXmfB7Ky+o1muVgZjtqhT3JHvpcM+PvetM5MpGJe1eYmkKpCocdfzu33PNCDiSBEHJO09FpxpmlBSxh33sKv89ptPJ8DvPJdnZt9M2nzw59eQ0cnZps7zDAr5lZZ4Y2rY9vAYYFeHzA/pNH/L1/bsW//y/+a+3z/wLwj//Bv4T/9L/+DsvLbdxLQLhEiOLBZ8aZkCyr+jyqHChNLs0+jaDLWir/6BlYDkDf+nkOjOZjlTEzO6jz9FabskIMftK1Md3mkUdXU5gRwN4i2Hp9h+0X73H9xQPWpx2XvwTs+5CtkGdI7lRfl8j1usB2H+ccOGTnMZKBOnY9V2fr4VtNZS+tHMMDZ9xjOCj66sIwg8+cpzeePf9mus6YmWIiQO+1Hwle++B8CbNDJE7ONDZAD/CpzfSZJnIyqxE8k0zdWS5YDXYJX1R7fGyaqQKtWgaA2K4XXzdIlHskjvfZRKWCmhuJ81sdGR1JEJua36RdFMiBsEya996vW1d0MFwx+LXStK2uA2dvYikN0NPEzfmag4RU29f636np7OPiInu4rvDLgg//sfG5n/66wdd49wzYeCXIw5YCp7lZA4c0Wp2mIn4e9yZzfHBHUHeUEIRekBo1vJejhdRUz5QkMd7Mmwv0ewFx6OzDOIZ3t1pnUlSoRBDJAIIZHObemBH6iEd/ytOGb/58w/K9sCI0hZMtJtiWv+26NSL13aUF5ikrC7Q1WmsvC5pArwpbGqCaipseXmzs69KVjR7E5Z0tBfozbgFSZj9xLTag/lezSUxBg7oaaJMMCp0tlPtVBxBCkAfJ19ys+YNbii4/Z7BeAahpSn3twPQKWABYsrU0g2vapEMgbmlrPRkvafcOyOoi2+5c8xpQnO+v99Xx/NhGNmnKCnPwsZ2fp7JkAE+vtMxW8NDO1bVg/Sd/GC75b/3n/x38Py7/ueZYpe9OAU0SODV9dO1y6VlEqERSVlBhzPGgA499H9N06bPYxDc3g4IoV87WVzy3Vca08bxhP+55BqkvK/so7gwAuv82n6W/DV/b9u8COFqKK/5br53mNQsRRHOL2BMpBzso5CGzAQGxtY6A897+qxUsJz70iYRFxXgfVRDm+/J3Z417ivMKYHD7qSf3O2tnijT/+wyF5EeC11hAe59gPihrlUd0tMuEDKwWkNrywFqFg3Z+JiZzr7Vp5o8P7ZqXqwxYDkGga1EJhnxMaTTn/ks2TRb3It+lr2pPzzTU2uY9Y5GjOuzxEhockDlqCSRXAZQzsGS3uDgSyOzITgXQTRA0N01jpYy3ewNkZfoN543RpPEObN9RPjzjD/9vFf/uywv+6cdHAMBf/bc32HMoKhohzlYi4GEtPZiDqZiAHv2uSfoptEoB6jHCUN0RskqLViSJ+aJpR9M9JRjb0NekCIwskCCKFw/e3jj33tcP53SxMRoWGNZu72NLdcYCEKhtXS5/9mt8+2e/Hn2f2c/L2vxQt3jfCdYc9rJ1oT2ASOk354pSyMKPmaCSAq3WHkTGFiy3EVgwFdEsbAGwAEAHyjL3FIIaaKapUbgu+BlB+DwfGiSWAjMOvPR3jeCUjcpzbX5z9WRuvrame5Ryjsy6BmUQaL51D6ArcAMT6XDcOqC6tBLQLWL9DqtaIwl+VgqaDlH9++xQ456cQShl9JyD9oT5Y+aVNnb9bpLT6b8r9zjrF60tZ99xX2j0/1CQYWqvAfBJCVg+XrH8n38J/Jf6x/+b//U/i//Eh1+NLF72EZ1h9TgrNRBbz3n9fz4/wJW4Dx2AK38X+dXTv1i/4zqc/ajnsZfwT+X5o6CHAd9nmRfULfA1k/bcmGkg7m+fnrHWiuWHln2gfHru80V5O4B6kdnMbvQ5bCnQQax/5m9UZpKMAM6BqCoT9yxjrzUJ6AZwPo8mz+c1M8Bnm5Wq0shKvOI58EU+r3lIURNzqYpEpoRBILoINTJ1XpT73kQGhUWVg42/Y5Qh2cocrNwvwITHPZOZfI3qpua5B/2f5o3lIBBNF6cG7ESZRFPzJdBZ1T3AhoKeANFDVROgg6N7i8mmxUC29PHSNMiXKzLdU0bXo4NsdAA9Pzv9T0sBrjf87P/+Z/hX/4V/CbefPWD9eMO3f/Hnx2oYFFhxT0dNUOEcXyg37g6jST0f2gDm4IsqQnMobqDMaWaZKM1MzwIRnCNhYM16icYMyKDPFgXMuqYPkAEdYNOpvHTQnc/g3KVmHtdlHlkMB2tnr9qBO2RFoDDW+7u39Dm8NwOuCPQ4f/y/Ko0anOU+liMsMcrM3Rv/5/qlvzRZS87bnDJFtO98HmVBWhF8DBRTQcmx8J2Uef8II6Nzrq4M/D/Xpf6eGRa2CnytPq+xJlJmC2iZzcgH5uM1n9S0PEwANixeCPet4Z3eA2KU2feuMesZXe7lkj2T8Wdtvm5Zzq1HHONrwVnlZFw5d3eeH3smATMtIK+118yzGjj08Rl/49/6Af/Fv//fw8e/XvDNn1b8zb/9EfbpZRxb1by8aKCLjGQ8x7et+6CGFWMIzoq10svNxnk5s9Xa54e1s7mRcSXjBSjLVTnW6Ho2BbopP2pnSBncRrnSJrnP42AtO+mjzDfLp+YYbzfY7db8h++tZYJHtlTa/fiZykIX/9eze94DsGZx1khg271xzW0m7/SeXL8zflJwPu+lejKuWVko07PmPsa5OfjVn7QvyzYAdHbpLIWIewIqL4iFvY5lMwHZkEXMKyL0eO8aUZZMsQIkcExfxx3IQCNdtGemGKD7Qj499whITV3Fw5e/80gsDfTnMihkWUBA6DsAlwov/I7a/1KQde9p8s50YCEoi40mkBT8k3uE5q9d1z5HmmB/eHeRHgqdqWhjiH6x2haQSoh9+ITl+Yrlz4Ktoxl29kXMPLd17Hv1Xl63IJlTA4ZAraHELQBmbOjAejn6yfLZWXmmCyaCRGf6H6nYMrB5QD9cFQhpFHYAOq+1MxT046NfrK6tpQCXy2hZABJ0Z/YNulYQ7OlzLxMzUStQLQWcL1Of0cAjFauhhHMomcZ7aTMbQakZcFma6X6O9temLgpq9tn2cb/RejEDVjXnq1kSiPV7kcBEWZPACPKZnYRWAAXIZHBTmP8IZuF3qemczJ/P1huzkE9iQj0Dgq+B2/Txv3VWat/Ha2dQOKczm0mDdQW+aUn87eUK//ipK1yv+bxKtpa04Mz5I/e9B5PdY3bvPUPk+L2+H1wE6NLCs0pl+sm9jLKE5Ipa1Na1MVS0cLlj/dPf4Je//ohfhiWCqZwUWCRwjT6lUq3PDlO6PTwccsS6rgvOp1W0c3BUfuzxoa9BXW/uvRpaiUxBFpXGVOGZrXv8DCJn4rcAeqzM9NsEoMwuwN+EnMg5lmflbzimEgQKUxcqUOXfp32V/s2fq3J5b7xzU5cp3nuOzv9c4PrW53Par7PfDXt7AunKAn9u317rX7QvC9jiwcDksvMhQXYsGdilO9bfEwKaQkvBwC5gjEJQ2Fn6OqZ/qUZERuuVlQyZ8ujdA+ovf4Llz7xFhPMA1wAASUFlxrJytbNk7g2oqZvDCaOc9+MiIMDcOZfRZ477LAiBY0eMl2A75qwLtw5wU1iLIBkKDlBgP1w6gKLGin7U++0GZHnqcCuIRZkM6uBra0ehXrqfaq4NMSHks5jCSwsK5ByUrKST75TrTkCtS15FTf/jkcs2S6gyF++1g98hSb+ap4HODKwL7PkFXqNgA10B4t0yw4EBgzN+ztUECNJkyrb259um4EuSps+R+QBc8qW6WU+BQi16249aczH4L37awO3HpyOoBwRUysEzs8Dq5qJ+6Zreyh3+7Xv4ZUX57kN+1twKFmBDlxkcGxWl6T0PQnE2H+ohQjaJ7NHX3AZgb0hfOLa3DswDG3pHls+fKyA4Y7hmgHx2TVi8/F1zLbDrDb4zO8cr4BII1jbY1dttJAmAWCd7fxb78Jq/K9muXPtyzzss3tzu5o+d7uH3vjcxoWuqQa+wly6XtDRqKqtq1n+N1T2MeTmcrVlBy637kkrAV8p8sZb4dRuJLGGrMwgYGIGlEkK0cs6yuk1Y/8ws5WmW9S4lYhdEbtziDFpX+MvLKGfmeWFwX1kaMFffT/fwK48zR9/9PXDLbheMzOs90FtKC9x17wn++d89kDib7meW9d7+XEoGCdvLDclM5dkov5lccQ5tVqLvKX1nc37SfvsKW5EXTSdgAD/KrvLf+97/rWC1GLRcbJq5JX+m83P+X3NsQoAqCxywP8ouAbCPT1i0qkRsMOfGeHjowqUWuHeG1VUT27ZW9QTiYqAgW/vLtmifO5jMBPiRvoulULHvDTzTzM9nZyYE3pfCoXTTVJhtcw6GuVQALJXAYv4zGp8Jo4HOEq9lWGRNkMQhc7v1AhMUdpEqSk39dB8w9n3f+1zJYZSAdN+TaWcFLyYRt/DjzGpnBMHC1vM+kjQs3VryGWsHSi5MbM/lG+NmXuMAe/Uf+RlghvKnv4qDxSdgJwcsTXXor39oTCM1CRgKQubc9W8emx8VmZUzho0Ck5G/BLDpLjAJy8E3kApj3CMrh8XvuacoC7Y6AkbN1EDgvxT4Zels7LqMz5Mo3RmcD+PhoTS7Tqj/dLyngZ342tvZAcp5YUWjYuMaAY5rWNs94MnMA9vJIlegVyz9CpvMFvkPNNlRK+w5ymrettHnnX1IFy05X4AARFFylZYdBjhp4I6CbJXZZ0RCflbDVW2aJ95Tf6tAQhPu+/46e7t3Jdnp413a/GJZGvkyuVL4Liml4juP/WqXC+zdu+Hsy3mf33H1DJxlmsksWz2PS89tBnyxBHVkTslzQed9drkgOLRgnSV9WSN3gtmnUa5YG0+837ToabEAuR/M4I+XlqbQrKUo/HTrgNkKsjz7WUum947MpQIdl2RarEXk0rx+o38ZVKlWM713sL/6m4PiPvfnNReas3HNbSntvC0bbMcJmJ7IqrM+VO+WbP3NK/2wdU3S7Kz9+GwDQE6Yr0tD/gEkGChlaKDAC3oCewTYcjsKA274wVRe+iIKc8ShtKrm4WRE/8HntGup6nPb/IxGDXTwrdQ0HwoSyTBx4h8fYd+8b3Pxw8fUMl1Zqh3dND8HACSgaeb1BgIfGkBj6qe1s75kjtMnVlM98dlOsFiTZeyDrDBbgXePzcws9YMzYG7wh61t3pjGitp8ALpMc0WwtzewOwBhYcN9A+yhQM3QgylP06kwel81SrMBGOe8ZJCOKEnJBrZ3qFow/XCHd8/3jq4E5fzRf7PW7qbQJ66B0NKFdxYoog+YOyCBU/23nWlOVwhNyL128GU19l2ASrvtR5ZUmsvh2Z4YnSLwZBd++NSe9/gAf/fQ/Lk+PXVgqcqfe2QTKP1znffoTwbi6e8JQNbSCyJwX3C9KCCdhaAKZ6D1Y126r6sGLKibQwYWHqbo62l5MIpSRfY12lBMZV3hz88j4FLC4XPSRbHoi8qCQYmbrj/IbZHvW5T5fMKRuZpJgrPzZb/Ct6Y82bt3wPt3zZc81mR7Zml+dgODJFaz4TCW/XO5wK2OAFKBK1lHLdJCC1ueMfK5yDp4VGx695jKpN22Rhil32kdiAkFhQ2QLT2IKvtXeoqrWnsaszqdTypHJTBpyKhCWc3+sx+zDHWhDWbAOwPYdnP48gr7LffKtRpkixeLDDOO3Ph0VZqqRtm2wxnsNd03x6hrdlDWKoCJxT+wqzbKslmOTY3WugSxnHdxKyDj6ixkw3X8WoqpfI/x/HtM58F6HOSNpkg86//ZuxwG5ufK89nvgeP7mNpvxbza9TaaDtlBdkACMGwpQbVLTk4gWcYES6ot5n3UJFM6GDD0zxlco5sqgFRnRNdRQ9BNF5919lOYU74nHo5SJIHmXrttCdgO5uFl6aDMa5SPE62frYgZ/kzbrz3aHgSaVZ5ZvTGHMieuTOtWs5JI/dk3rfIKI44zefzWfx8to4AnTSp9WGnyvl6Huc3KWhq9GkI72fkygshMX6Umook1z2vNggEONnrbANT+XHhnY+hnHE3nTvNS2tLMXC5s3aHSh7CyFoxk+e5Df39ztodkIEsfUwrqvQcVom3YDIYADqZ+J5h172CZLJnmbhWAaZuAXAqtXMvBNK+tKtX2i/dYf+2wp+dRUKubQgDsDLRYI12euA5pEFwCcqCxSFscItzbg79jrO/ZD5csSpV7ARhyxSoDwTlSX72vuXkEg3B+2BScBNi0cMOwy2XMPDAcoK+AUDYFDvyN3ovXVD8WDgHaoayR+GfmxEWUez3sZjaYStzl0u5LYHjb+jmlbUprZZfLGEUvubKHojNAYzdpuaNrUZj3O4iUAGVUzBXGMpiLZACrD8V84d1jnr22ru1e3C8RPDWkoMp5qAfg0kmSySdYGUZxh2rK4MQI6ryH65pve5Pveh6Gud/VbW0Gytru5bmdXR3kXq2ca7costE9zErphQUog86ekS/jRFHj3F1vjcVnGlEyowLurPqQ8aWzzTiu07hv7lUdK+dH3apKga8F2MeiPqfuAt5cSPLMluf1zp68g1qb9U3l7tm7j+f5Zc1zO13XZmb6H0D78amytOkEu2dOv2HBhElXF/Dgp5r3Cs1nrqXLIC9NcE0Ax0ZGlb/lgudhV3rlIy6irLChG4YAy72DZA3OinGCCedrLIZkliatjKAxteOu9flLMJ6SIiyfU2wITmpDtu4/SR/Mfc+ctUxPBaAlpldzuL4Pb8LDbnsCbhOwwOdk1KaVsWTr7Rbsa21ztNjIRE4LP+eN66J0tlQrtHhBgNrY2PFOW/lIAe3u6dOqVbTa3LcD5ZBndU4PxmfSL4kslItC4B0ED37UEzOb7+16bUKRBxSfvzUA1Q6/E01SgSuZL4LADCTzZH7oA+uMyGQ5vTkq/yyXoGrwD5f2Pb+73WDPhssf34LRDEBakeA2rRrMFpHMDt9ddwHJdGUZ7RtAcq+w7z924atpu7h+uJeLwb99j5e//lPAgce/+6sotkCAW/v4VKtnU1m0rjjIr6+t8RA5Y4d0f21bmny5tk/ZyNdM62cs6JyTVdsJcKBv4uCDyBb36D7nn1mtKwHw3gK/eO+TzDKH39EdIGMEpBgD29LN5QY00zZ9TSMg1l8CZNGFCkCmKEvAGAoyy+jWCJIie8g5MAPKQ/dnZWS8RyL++d1RsStLq3p2u+XcOmX8rKTsgINM3yruUnLe6RkapFDKJFUctw1ZIEDZfLYzUHrWhF2WyQ9fVinzO2e60N/XyKZAN0BtbwXpsVk9fk4Ai/EypytZKU1+V0wVrjC6ceWPFfcEeOUz9h325Md55nhFoW8BlHsnmzh2IIFw/o5nDhoznWfJa3MBAMuC+otv8fTXvoHtjvf/0Q8oH5+Ov9M+6n3mf7/Svjxgiw+qGFNgqXlEGLwe5a6b4oTiJoDl/ZiCY8EkbEWAMkiJ15qNC48sof4bIRjK2kFGWTrAEMHss5CPsWvQUALUAL3prxrPSzMdTf8TeFfg2h4vIGlZBuAzOLQDLYo+hFbXjB3AkmDM4Z3x2/bBxJAgXvKjDrlS2b9gFb32jc37JzuZrN4cxUyGgXPGaRaT13C9dYBK8zUDtoB8d0MVNSnROwT2DX1ofXQFctP3mc+X46813SRi0Id5Gb7TMZq1QyKjW8uwUefyst2k2xnR1zRXc8f283eAGdZffWzAUxlIxKFU0d0ALksvIRvMk7sDzy+53hBVYfJZ+95Np8sSRUn6/LT/e5b8zaAIFaoKZ57h8QABAABJREFUqPn540N/3xybCOvrX/0J/s5/c4VfHP+Z/+kjLBju9PONdTEAWB7wHMd+Iti/9jazr3Me7jNry49pr2YA8HOWbbrGb7fYw7ImIHIW6Omc7r3fWZmmgpVm+34etbgCwxlJ47OCTnYtlN7D/gyZ0a2EsleWpYNNWesGdDcogsoa6QVncDK8P2HAVVmcLXtss08/37OmK2PL4OVOQjjZX22UXSdjaykSBZgPFp3PU2TamEQhOvtdsNAcO13LaDnMoFjKH551monhnnVBx6mPpFy/2+dpXVAmP7R+2pPgoDOZLWM73C/STzbtwic5OJ0Z7OPM5s5yIHHcCHw/B0yitKDK288f8Zv/1IqyAw/fPY7gVTER/59M9NSXN9oX5Xk1fXDWy6190cwCQdk9AD1peHSSwIYJ/F1eZppty8io8RoG2Wjw0+RKkCwpBR8A+lMehJ5urNkspoCZDDJiAYu53WztwuiWYfrofqQKuBwMBhvcJjg3QEbJD69BUxKlYGyg3GJuD2VQKdeYLzeasrOjr2rXbE+j/yGsKf8OBt7DrJypsMhm87oYe7qTaKYIzin9pbe9Adh1gdXaFI8iYNBVCMc4s2LMtBbEXGW2gmVn9Tvmdc1AMM65jAdAN40kuy4gVhtTdA1BJP26waeX9xUmDEB3C+DhF3W5vVYsH2M/kUm9x66JKc1uW7ue95sCAzyis41guHQrBvekFiJpB8fSFScx5Sdzz3vxfhyXqxzxzppgxeVXT/jr/8cHrE/eAivcgZcI9NNIa2BkWtgPdZn4WpvKbLaZ6RiAnGf8whDQdDhcltxLn9+XbrV6ld0CkPliAQymWP3NXhswutfOQHKm/lmDxdrTletuGeHBp7SXC01Z5nLWAJG+ce9ADmjzqoBx3p+Z+hEY3Oa2rSmWtIYN+aApryVvK9f/mRtFWZIc6kUhkH1pVi0gq0qynYGXYt1yRPehdTled7nEu9zP7/PbNt5T8sK3QkYx1+lyhFSaU5ZbWI8eH3ogNttpoJ71tTKlVLzbKB9Jmm077Jn7rg777tBUns8kBpUosqTWS4QfzPWU2WWS5cyUcwaOZ6A5tzOA6Y71hyt+8vdXWAXK03beb22zLHrtmdK+iHlNrWApI9MDjOBLXmxq0WysfBKdzlRUANKMw/mcfYq0LcG4rWsDLQRBgxCqw0tM4UmfqujPALTUV5QLhG1e1JcVdlnhH586qJ0XYtzvnk9kj2YXoBXsZRY+iN+2ilT9GZorL0En+1E9GcnRp9j7XC2tKhobwVT6X5qhRewi+5PmdbPmIwdAo/K724GNQFtAvwagpQbL55M1e7g0/0ugsX0z66mM8jyvbASxwLAutIBGps/SsZGhJXtCVn9dmyn1zMF/CWHo3qOD2SaTCNlzTeeVrICacfg5TeV1y8hVu22ttjYFV62HdCv83NcAvWpuB8RcVJKRsOdry4P8+NDWG0u2kmXie2cAxGz+1zyI4V7g19vAoieoVPaCYw/wWX7zAb/4P/3Q7i+mK5vT82lAjYLnM3/Gr7ClzL7DxqSrS+3vz0v46tO3mvIl/BpTnsz74DXT32tuBG8dWF/CAs/3pA8tleGtwLMiXoC+M4vgnDWgoGdTKdYsdwCwxn3SdU2CHoHuH64KZnw/5F6dh3675R5slcuERRz6GSQJ/WD13VjkXNVsN9y3vGTpjGS6MszKNQD6AQ9WUjJ3k+UHQC/ripDbZ6Z6uTeA47s7y9yQE1SB27W9S/77bD2lW4W3a5nuKuQZlQ4wMJqWPAJ0yiZA0ntO7/Ks8f3v3lynbtsYQHzWV5Vn81zN70PBrTL6QJ+HywWm1j3ep07XyVwlQJ8tWndyytptw/KrD/j5h3CLvHYLwt3+v+Uicqd9EXjNSi3Dh4HoNSn1jp56ilHqChB2gJHyzTx666ZWzZtHtwQ1F5ApsCZIh3+fmZAkyApAHJQ+RvJvtTN5wao5MAIfaptMx1KsH+y6GOPA9NmXSjX4ZI8R2jsXSvwtAVcDKEAAHpp+kv1YOkBW03mMfWDE1xXuU/BcbSb6BNImADbnUfxzuX7NemlObiDxNTIAWvKTfrdAL/uaAVzUhIHBnKJm/szPqkKVJXRpgtB55nqIVGenvswyNmXfh36y1bGcbK4nfc8cuzKPeTiO5r+B0eU1d8zoA9tO8JbZCGoXXMKkWlyf2nix9ml1KckoAFaEpj2/xNj6+8xI5QgksW3vEf9UqNQ3jwyBrmNlP9zZy5zfHAcZZwagcezKLGu/JL1Zt0h8JkPyO9wyAGRm+9j0sCcwCZcOf34R3zgBKpTZym7eM/ed+bb9mMPqc66d9+AdQND801ti/+7j3sGlU+HXeyhjLPc6mOaZ5knYsKHRGvbyAlriAIxKwDLJv3nOJ0DM+7Y4DjRmeAuFkXuI7zSySfi7B9THS4t9eLn2fKGMnA/ZYECSD1TKU2bOIOmsMa0W5bqatpXV16amZLoEnikUnBOzTlylTIuAOlpxxMUoz3wIMcQ5ZCqtCGRuFr91XL9nCoO+p7PvgAOrmdkEtL0Fgs+eI+5bpntc55F4gX7W+97ktgLkfe/uigrSKdMjTseUuT1pA0FyT0E5AGjpB78vC3CuywH4bZnXg2mzB2dlOiOE1vXt+7ZBPnzqADaAbdYjpoDQPK7Qg7x2htYKhrxh6IFPbexj8E02muBjUztWAZHhgrBMYJh90SIDABCVqly1ZZrZA+CkP2qaiwhMMf67xAbchMkmiK+SiUHY1SHXoYIxMolkJL32aNmYY5r3se+9QEDBuHj5Oe+prOQS5pPLitvf+CU+/tE7XD7U5qD96bnn/p3TP+k86+Lls9zTh20A1cIaK2Akk+cEdsPhUrsLQYzJ0edeQb5mZcDDOgJtTf+239KfmQFabQz62JrrzxRwLiE4Hi4A2WQKSGXkVRgu4vM6BBjKms1sAxPg5X24TmY3E76DDNyS+TPrgtqm311WeDH4t+/ga0H5/gl2Q9fM4/2lm0xpYx/YUiowKmj1GeyvlfHgmg6A/izrBxVNYYdr3zgUvpZmBszejYPblYAkKqrAuLeut5a66ozJZdP1dM/sTAaX724GKbNrwVkgmN77FLDKPaOao3/yToyg7W2zxtI3mb2Ey9ckT+aUSffALc3oJ8qCU7E09HG/xiqruw6zEFyv3S1hDnIG2hjnZwdwrN+8w8d/4mf4zX9yxcN3jj/4W5+w/vn3EQzJa3nOLF3Gcd8CcMkmMPjcplXN2/n68tJllBXYivSLzXSVvDfjFtgY4Lahsf9n7isRDEvgNRRD2Av8duvZFJhndV3GAi7sr+aFN+tzq2ylMpUzeFM5eSanzoDq/Pk95fIM0J4qoX5UeoJY9KU0kkkIj5Tx7j3+BIiy7ssIYN1xFvw8KKTxnCFbgvZN55u/JcCu0/d3rBBsX868nkxmHtY0XTP/68tLN0sTLFBTArpv0yKLV4OwgK6xqhmEzGea3yU90+CrJeYpNZkU+b7o5hHz82K9T9Ri6eOaPrp9PszW3Cz0Pz1EvytAnzV8bj4C/zndVAgs9dM887NUkziqRMCr8BXBzZasJhe3pnViE02v/uIn+Nv/wnv87X/h38Cv90/4b/+L/wre/Z0nARMCaIAuAPIdyr+rt4ODkesEgOJfaeJT5ehzz4OCuW1hsfZi3KYClv9XpvusmR1LqnJDq/uBBnPdaRl5a9YUKE0hRTNMFCfwh0s7RF+uo2m8mADRSYjIOxmEKFNSEcxuO/JAzgCsiVFSwD3XFndPvyl7vqFcb92vVJU0HnoBTLPKT1gLDoFuekBQSXl8QP35Nw0cs/qXKnbq36psLc25fF/p+/7qK/p62tmhp3vSJaUORvkwEAy0VGnb9y5LX2tk9miypdL//BIV2kJpmdMovcL4fHarjix/m5/t8OvewRAwztO98TxcOmkQsjxZa6497iEX14CydGJDz8b5udrngu4GQ3ePvcKWYMYYIGYy/y7nS2n5lW9/+A3+3j9X8D//b/wb+Nf++L+M/+//5J/EL3718TxxPjABigq14GVmirRyOIAOXOzxsQf/cs8CTX48PhyB/RUA9i7TJwtvMqOatzaKJR2qU2XgMjrI1rWjaf+ij5kOLN3lTt7JCWj1yzoymnPj+1P5NQO5ea6VHDwjEebfnrX5XApZPbCu29atYI+PSKvdnKLyDLiaIf1uzeDvH1EfLygvN9inKd2iyvq3LDUAyrt3La/znfbjwau1ND0tP944SDIrh7KkTLekgVi+d4DKQ5SO72Qch+eWESjyHuKD135qnYWE5G1NZC8L2K2/oF0AKhsTdqsZieB39vkAjgfmjq65qRlbszOIpmgP75tmdBPTU7Cb9vwSgUsSDBaLRkuQDgwtG5nY6RByb5q82X4AYEMqKBkr87Im8HBvVTcA/Kt//F/B8jQqGwkkJI2TKdPAvqVWW/v4RDM1bpJ5s2oaK6AXxaDQI1s/A0ymwrrEAfLy0pSYhxWDeVreFde1ZmKgSU3dCrTAQQJgFQKqGKQ/kedz/fEB/v6C5c+vYxAWhX8NMxr753JvztOszed8TUwmEPeMg2Cu7EVgK+Y1exFTsUbtKjNcep+NAWvMakDmXg8zKooU2EuBf/OI57/yDu9fbrCP8XuaMOV+Q3Tz0hgz47jU5/UNOf8728y6tYzvi1tazNVZgz5AkT/FyaGyPO95B8wRuH4OwGRy/VJAH0MzA779JotPtApUBLFCLOjzgHPG9ayv6kbE72ZlWpV37etJ7lewQM1tg396yuAflBYcYztG4FEszqw6Bu76CeA5YZm9tjy8ZIfVDD+ALqDtj+sRGFt1lKvh//nyR/g7v/lH8O7FR5CoJlyVBUIqgDmAZ3Pv3ErpysC+j4Ao9rnOe5r+C8T/VJQWnoe1wj89j8BIy/XGZwMrG1hFg7XS7a4EbuC9zsiIM7cUKt1ijh/mw+br5X7znN2T2Xr9zMyesbkzWATQMxMgiIb+d69Eas31bAgIxCjHlUzRPhS0NX9ZUN+tsAhkPm1ne/UgX2w8M0/al6fK4sKjhqP+ZgQb1jetb7tsQmEdVWMrGNG9fj+DWV7HVFlAAxG3W8ttF5pb5qM0a8AE6AtYGUxg1PIpdPhvFZr671oaoxOHdgJl3aC5aHag9Ch6AAmO7eEC/8l71G8fsfz5d/05GqhCkBSCyqznrc2crAWZ0UB9e9rGbgI4U0EBybDQH8qZLokCUTZ/Oq1bB2vl+0/4J/+XwH/1f/XfwfLDMy7f/aq5DJB1915pSVnzBHgaAZ8CvowHTK63rmSQUR00ZmBkBmJDZLow72uQJiF//9gYzmsZQLp/08oN2oetr3H2KSqOHQ64uZ0JGgF1mRZucKlwlA+fgA/oTEgyM+KCMTELw/3STCdC2FpAl/E7PZhqbYyvmnvOTE/uUo5VxhaHQiqtZNHobkLlku94LeM7nhmI0pgMe7nhm7/9q/Z+yKBQgVBGhQJ1lZy3XFezK8bX2PQ98f8TI2IMkOS+3PYxYpvtLUb1bkL3M5a2wv16OCgtqkn5+8dmaWHS/HLp7kTzwU+l6a30Rgy6nIuxCOnxalPz5uMD/LLCH2PdURnjHNa2XzKFIfPDUllmMYGlICuRMXpfLXKDbioKnmboAI5rXc8vyvPbhsuff8Qf/R9W/C/+/f863v2m4tv/8EP3U9TfuadvbnvO3goA6D7j887Aq42yI93W9totaARKzjykYs4eFBe+ozB/L829w1ko6bK2z4GDz6XX2txcpGteLj1lmldYudwHrcMZLkQYW61NoY+/R2VvVgTK+LmuTcpoJQVmEPkaA/saC0uZPvcdELKtVRozoJNus0VudlGR88eLwa4b1q22GIXpHB76Po/9jI19I73hl7kNkPVhdRI+iACDHVyXJoA+PXeLnXsLjBrYzjDhT1VKUPuAe2AVnbAn53aa+3MyO/trSwG+ed+ERlQOygTRc05amtO5cDRfqAoXIOonR0lBBgtxjgj6BnN9HQ8NYa39egN+9R2W79esBAIgg8HUlxdLi8IfStKKf9XgUE8gQbAji5Ggz91DK53KyRYbWVImrFYh//yC8vSM8hdL37hA/k2m1qa5TB/TYGXzfiKA8zAIc7QBwqbF/WrpDLQIhDa2ySVjr2A1Nx6A9v2W8+TuwMsL7PFR1nC4iNReUYqFFtqh09adAv6cex1Pmmg6Az0L92y3rR94GkCljC3vObCqneH2d4+oP32H8sNzC7oym6q2lNFMWND9wOamQoaBeTPDwPcYlx2C0O41MvLrMsyD3bYmX7b9YKkYcuqqYsEMB8nm1j5Xv62p+f/Pm+kBcnYgBcDxh0tUcoo9ybr02t5KcUVf87PMAvNvqzeZzs8yjVUEtIhyy74acD9a/axfgx/qgqzIJ3OgqfnabXpFyFOfWnfg5Yq0Pv3wsc0T886yitdlTbnl8Zldb405ZOAnU27V2lnKLcrhct1SjvP+mod3245xAHO6Pf63V9jHJ3zzt3e8/3sX2BZlRU+CdwAECNzk/XkHw7OPPL+P/iceoMLN+6G2OJGw6DC1Iq7TOtNGpf96EwW7uQ74y7WNeQZ1JF20wJF+zzVRLiMoyzgNKnnxm8WOay7PFsmEQ5lNqwIVmlkOqtUg3MX8cQVetla99IyZfQ2gzteetROGc0jnxv7z2teeN515tleg3oa1luM8A7Azkz2/o8vlH7DbAG9MUEPGVdIlAWiA7P0jrn/1p7j8ekX501/J4ip9Yqo34HpvsgnunFo1QcF0fVbX8q4ZWnMZcG/lLjUZcZoR2BJQjkxuTvCO9rlmPgiBo4A2hYfku7V1CQAnTK+aijiXbl071MAqml4kYtLfP8JLaYoBTTHsi98ALAMzqMFcGfikuigZTfXPjWA0ZiBwgk+aeCMPpObwHfwY2wc9ICrNAAJ+CV64EebDQsw8wzsLhSPZvsnERr/j4T2uEZwnwRWu+Rlp8tx32A8fO3CetFq6ZmTQm48b06tU59LDg/+mSZSHlwjbQUDJ3spDaxZgpXTTPvfj0sZSLwuKAl+zzsoCIzur7K97LyjA/l2jjDDGsWJSMFJZLJKVIoDQWZEHnYPMXAB0lpjPodISvsL0aTeWy+V9uQfUYrEuR6H9NbUz2eqOQ3lKAFgX1PcBal5uY/W8H9vOQK7uSUaES0yCPT421p0KUvW+rmySUcDr73UuUELlfj6Q+W81L2sglMQHqO+tv1zbfnp67oRDifssjwlgjUnagzkEASufT2AW2W0SSF8eOvAiEMwcpt5Y0DoWNADaDh2sD0BnnGuFX1ve2PJJzPmTojxUDlO3Bcr3vPb4LrKSE9CV2XtWKrLvZ00zDvGjW6xJfYdeW+7UuF8C+nxnS95LYyZQpHLj8Nw3ZMXsWwuMqdHI+G47UGp7T3NT4KoKyqyYa9N+zmcsPwv2FsD90qz6jJndnF0G5vOGv7mcMNW8Vt0StLlU78trp/nQsf3DYF69GIxZAHY59HjgRUfth094fHppB7X7EC+RyelnRZkM5773DTdoySL85jYjeTPYt80nCR8+jUwv02Bl8vepIzX8aef0KPnio/zerJXX/fg5QpNnrtsSII32oBRQZTQZRTYDXBZsf/2X8LXg8v/586bdf3waK8sQBE6pW4bctSF4h8/objAHlS2SvYECP/yaPYHQBFjlXSUoce/vLEF2VDzTdbOEeZB173WTTT6lTrPTwDKXfliRSZ8Oz3SXUPeHHQOLm/Pi3qP7ec8sbKB5eQXA60amr6+Cr5zvdl1qvCebVN0psO+HfyegXddjoIU77MMTLs/XnocZaHtNfVoFWCdg4Odm8McL6s9bmb/y6x+SIYAWLtCmaynXkXVlJwdHBXRJVw9cb1IQ4TwIEWZDqjiHd1ZflYRta+9S34k78NU6vWLMEBNGoCFIjm3bYc9bU4jFH25k2crxM22692ZzoPoj8gyIvMV2Cdb3sqI+PqB8fII/P/XAUvpvznL+rSIJwhomYzv1W9llLwtsDZnNwCCvHcyGpafN10lRg9gb/rDCF0O5XTIdldeTubveGiCNPjLPcVPYO+Ez5G5ltgegM1xLaVajKjKUXUoLZU2yxPf9qHyz/0Ayo/qd6T5jOzvr6MIRiinzPA+/mf1H57YsnZVWpt1KQ8XewZm/XIGbdeueBFk3C+nDeKbou5rfxx3gdfqd7p/pDBjScM1txg3mTVncphRWcz/vAUvK7GBwzR14euljPgOw+x5W435fA3rVQ2Vede7mDARn8zqPddtyL3n15l//RqufPr36/Zcxr2wERLsc9ppiitrkic+jb+2zQxlVK80loADJTJIJHQDKBE74OYsNvG8+i/7te+w/fcR627oW6N5Z0Hw5HbS1f9t432lDpKmSn1O7Y87ZZUzdpSVVc6wETZFGZGicPwOw71h+/RG216y2ZZGKKudur0CpCbJ4cGiqJwBDblYDmt+nCrlIRWZmwLvHJiOenjtgUlAKJKObvr66PNQZPu4NEz9dzvX1BpQ9GbRkLoN1tBnclWkzskm6sASqe7iTxEFtnIN9b+4PDCaKzZdgWN4h582s+0wr42gTiOuZDTpTPuwLgn9aLGbfsTnac74PMAJm/ob34H68ymc630BjNiUYbHAZsKhvbgbbHXZl+jY5FOlOQXbYJWdyKGbM3zwHBPrtlooQFaMBnF+3th50DtcF2C0tH+k/R7cRF8ZflYTBPeIVAfu1NpW9S1uT9nJtPq9PzzgE92kbGKhJvmlWE22SwzQrYxWDfftNky+UIUsw8Zp3VZWwgVCYzgB+duaigEnen45LXFUYQGQio8+Cq/QZ7m1vXduZYy9hll/Ra9kTGPhUevZMKYz++gyUp3djl5aSEvFM//R8BC38L8zhKc8F7KYliwoF+8jqXAG2hvvq/5eluYMpqLEW8JPuAvOcnbWyDO5wJATSqhVWucbeB9nE7/dutTy4abGvoSj3z6Uf9xSzs2bWmEgGmNFapUUMXgN3QDLGFtaG06ArBaGvsMN2xtrmmE76vldxjZj8qONZQ15iHZf69s7Bk+mH7pN1QKz2bPq8O9tybl8OXglMTrS8xui1Q4xTn2X0gBEQRsczHyS1vTmdlB9ffh6W29ajqBcAy6Udzi832HcfsH74FE7dl65p5O9VU6vI/KtccAyCUXcCRsmy0el+66AsD9Jta3XtCSrbBc2VgEJLfDEH14jYXF4r8JsfsowqQdSQ5zUO8sZaBSBNF4l9yEJAFnxgW2mSygwQTRDWhxWLsncxN4PCwd9z0y1L+nSp60X6QSpwj/ViBDFqMiDAi7lI8zPZX0AUgJOiA8B4QJE9rrWLqdmcRXZakoEnUNRAO/2tCorZfeaekFGfUQW7Gs1JVpZC5UyL1rRQCnhzPAIKNeND9c4GzwdcYdDADnxoJk9nbkSd3/QnlcMv50+ib6k8aVCnHIADCOdhM78XHvZ5nQBkhMyRNXKIVH3r8Pga2rwWZ2blduvZOsg4ftZ932A+gXQT6PmaxbQYpnQv1oNttrUrV2zc49sGfA6L/ppf7vydnjt177J5YMj242cnzfdQAF6uwV7vPceoNs5zruf4PUHqHLQqea/HB9ZkKTOI60bWu13vL1cBEwHcyYhFPlWY9aCpEvKuSDlzzfajcmCWSWzzeClDz9hqYJj/9vsOLFlwId2s4j9bMRBkJuZs4zM5fzKXKdOXiQFMgmEaj45xBmnz7+fnxrsbLJSzW4febwDUU3sDwNq2Y3Zzu9tIICRBsHZ/38ONiU2mGIIz9vwErGfKT5/cCs8a8YHZq9v8R4LX6ZBxB1A6yNMWBQZomnYFo+4JBKk5dTBBR26cayzxW6ND/PbctXnN8frdDVk8QH2XYgN6Wbo/V/qe1vHluXchR//KbeuAVrT7btaowOaDQBheKtBdFpgv9CzJNO89azESeZnRlsWQhQzuLFqXZyOyEiiAbAtmSVCAfYd99wHLuky5dXt/WGUrwTQaYNbiAqjNNJX5WiXikWxt938NdwI1p6eGXAb/qSGVVygxjYEL9tYJcrsm6zP4CsUgWb9lgV3WFiQnQDBB8X7t/eU+oPleAagyGABMU8wwOGlD92Pl7zie48sbwO5BAKjfMN8xLQP0gdVoYt6TvymlV8iiSwnBhkYgq3/pmSsNWfLHS8vWUCvsw6deFjb6aY+P4sJj3c/QrO8/9o1rYArQGaq+cT3o4cB5YD7dN/ynfqebKkMqH/Jd1g5aXk78D187rIHXQSLbusK+aawgPj2NzBaD/Z5fOmi0cjwTzhLvs80Fbtjvsz6/Np5ijSg5Y5w/l4mbWFJjykXtEwPhBsZJGMb5ucrEMXAoq0/JtQxout6O/U03gNJZMM4rZf+wPryfd0Bjy7mXVTkUMPkWy2iXS08D6V1WJulhhsy8IK4ZWdL1dmuygtXCQp7aHNhJ2ad/DzKznT8ZfM55nxVfnt/JTE4glgSeynj9zsc5dCDwy509U6a5vAdCJ2JHx3Y38PbgqhH/D9Dql4gVUsWVioCa+ef3e29PqnIaSsIhF+/ZWsn4o9f3248Ery4TW/v/RdvIKg1qNnJHnsjMaUpAoEwj/16sa39iiiALZesC//lP2rUUADRNx4Jtpmlu7n3UJtUMpVkPysmELoY0wfMAzRRF3Tyfta3Z9gmQ6wLjxiSbOzPR7h1Qo3Ywd1n6mJNJ65tFmdV5oSrQTHaySsBRLEDNEZvO8XOLzA5e0P3CdFPo+9d0XasA7HQlENeHPFQ6Q9g+F5BlPfUSShmLXyi4rx5FDGpnwhdLZWpgivskNQEt7g5G05T4xaaZmlpr9WS32+vr77fnOAxwfb1lgF36j03A6qxoxMB2R1+TbZjy6Oaa5jpl6jIVChR+KmzThDQl/J6E/sAusH8cA8ebuZst93FmtSBLRHDPe5l1E3/2a2YnhIm/3QYXlvngcfec6zZXnwk+fhebGe6N30XhOgA+ZUzdX48Iv2eKLwZ7eIC/iwPsJsE069oCWrZgIXPt1+P9NPPLvUCwIZ/yjwSuPPTn8X8OaFUZbpLblOufe52AZq/H+1IeBZDsliSRDww64j6qFY6IpXBvmQNeY85JwuwVsC4bG8CSc4OMp1kjYkxkJ33PFPQpI6oE0AmDOWRU0POFZ+Z0HozufT5awsxT/jSC4aVjEgLyWDcH0J3vzjNTBJTdJVu6rghw0H8jZ5W/vHTCwoLcoG8z8dDhPdwH+He/m7HJdF3zaxdZKOf60OeUrcDg+673mxlVzWtf5z1yp/+61+YYpbeY4c/Ycz/ebUDRPv+vDEn1DgwobPJaie5zH4VQsIfdd3WaTAUmAOzpJTZu/97mCc6LC/AgEcc0OUrJ0T6WMgIr+k+y2gu7RFPNvjfZcqZ9qKlT21mlCu2rj8KqPc9bLrt1aSb2SMSeJvTBvDUB1zBRpL9VBh7JO1SgMc+hCnBlNggQyUauAd429DLB8bkekMqapl+SAOdmZhOGMUHiydqjMJLAkoF9C8HsYSIxoJXNBXrWgD18MCmsSmnkxK3nBmQewCFwjKCdQlaLQ8T6SFcHXWsCHGlSnLV2DZYju6trXKtUJXBVf1QyrssCPO3dt3oIzJvet3sePB4HpFX5jmBVfZnlYEkG2h32my1/Q/9lm2UGAzwXAcD8m6BUM5loP2fAz/mbcwnH4fqmqep3uenhzzkpBqB0Pz1tE2BLK9esyH4OsFOFSRUf3vus2MvQ9xEUDp+f5XNNF64T1wICQ39FkVGz+ue22W0iwVPpKeBqHQuOsD8TUG5Ba5f8yFbv+Xap8KqpV33iyfLpWXwY396Yzfht9x+t7WxbJ8uSRTrDIA2cDOMw3lY5zJYy9P3Ntiwhj8SFaujrcZ/n81iIxDv5lO895c7SlX6Pgg2MiaEFNgPlpjkEBrbU5nER9E0ukxk3I6RbusTpWX0G3mYA+RbAm+YEsA5gJ6Jj2P9sdLlk4aPbNv5m7sOMcZJ5fqWf7MsuQHrbeg7ws0wMn2nheBO8mtm/DOBfBoB368/iQPMuEHmQ3NUWJjPtHNWuHS6GLA6gjCSZ2zTR7y17gDYCCNV0BJBlpS3JODCmAxnBnjPS1sQUTy0uMxRM4FSZXPZ51oDIVrN/GpSmmRYuD3ldRpXftsZaMPcrsbQI3AReEdBil4ukF9o76JbxtspdAVYE7OV72qYFrOx1OMmrO0Dr98icGscLARrZgdjcwsoOLGOtPWAnNXqyJDX7jSWCx3wMtuL68v2Wa25wsWDarDjQNKBsYIbRFZoDqz0LGmWAC/q6iwAtAj0e3noPrcylbFeaH/d9VEjITtLHlH6w1xuw1P5+aeIisOXaCZNdqwgU86nuAu4BMos8Sw64s3KIkuYLD5f+rujjx3/zXfI3bQL6ulCXgiI5g4MR6W4z3ksDM2+y+FvbmWvO72gbZDa+OcpsQEya+3gg3Tk4kpnSdmDVTgAfXXaen1M5dAalzPfVLBW832ss69l3BGc6Jok1wPzdWTsEeX1mI/HhLcCFhV/gDrxcO8u4yNkW1sBevrQMsgVVlIckfTz2NAbm1Pf9/thmJRWI/LCd6Ej5MgMoJai0CUBLGT4rSiwVewaGSmNDfcM5S+y1Z5gARjIlACyu1/b5uraUjkO+VirFcs7XvbsTVm+uYHNWDLUucN7U9UCVfmZ7qR1AZ8o1npXrmpkHDOgM/1nj52fKx8xeTnNq8/U672fP2PcxBSPblHMbQPRF+mZ3FFdlWxO4iguHe8ddm3fFYO7nZwD3NyW6u/+bAP5NAPj5u7/m8sWwmeLaYRBpot62ZOX6YkAHUgQ8u9yXQBaA5mkbFhMwggQQOKEzmMxpuixHoMprM0fsBlgHftnml5TRdsFezWma+Ax1cNf/ax/0bzK7ml0hgtGai0WvN56g8nIZ5wro2h7nM83LLQI/BSWBnyaTd+/vRPuk2nopo1uGsjTxjAP4nMY/A1j1e82m71rZRbnvnD9wqB4Wz6DbhW/IdXRQSCZzo84JezmMad+7ry3XHYMg0mcr5rSWcZ1mYYyRec7xz8mwlU1mX82ylHAe/qq5c863rQdPqZsAc7gmG7vDbj6A0mRf99oFmoId7tMAlqbvlgothZdaA+K7dHuYgxd4/8va2dNQSocArW0DfetpTchnq8LK+fhKmsrsn9kf3D8FjCUfT5hKrmdrwPPuQfo5TGUcfJldQNcCD8X5YM4+vnLfs6Cr1vlQyMoIuPUA/m3avcwKUx/cW5aBDM5VhVAID4uSp7lHlQggW6xAZduPjDX3zLr24JjrDcyEY48PCarHszv2TUGXH/PZpCwi0K0iEnCL6j1zi1pl3mrr2phdsnF8LFlTdQu8t0aABko3dFmncvAMGOv5pv8+u27fM7B7YJfjN/b40AkrCH6ga9Q8r5S5M6uZ93wFtN5TBPi1ug6cNf0N36cG/IpVMK8tdiyWROve3PR3+fvSzxSuSfaRcQlfwDj/eDrCwndSov8TJJSSB3IOhH6mwH3afDANxWd0P5i1PXXKdgcgAkFBH+/Bf99jh89M+Omjqi4NoUkQQCuTpn2dfIATjOjzcrzxjLrjEKVDAalAefPuWF+bwwpznnqVhbIUwJfMKGBAOGUvPY+bO/D03McApNP54EO8ru36p+em7ZfSUmg9PYfr05jySJumuxoiQnUjx4ZJdjDmeijVShPDCcAZgF+Mk1XBfK/p58rpZWq2ITPB7Fe39EDDPAjUTK8A+Mx0qutYm7qjJDYeQZwjih9E1PdhfDp3T8/5b1cGWq4dq5tZY0FbZ/o8LqUXCBANOfO+qlA7a6qcCYjtARPxu+s2+BNzzIf7sL1cDwrLIfUb1268Mx0/308Hx68cfr/LzcKcuJ8ohkscQjOrSr9k4FimU33nFmu5mT/X1M698mMYTe3zgV2a9rD0LdMw3qYKS2euUT+2KZnyGvCpW5v7dYVj63tBSRuu2dsGv17BqlvqOueXNd1srAqAASbQF0CYlpuX2kAlXXRCNjFZv99uXYGeg5ryAXKeZfDzlLprmQA219o99k9b3NdWCFgtEotig8zgb/L9kgyoW2NVy9L9W2fS6HPe95lfNCPz51RSvL+kj7LFO9nC8ZHkMwsmuI7zcm+e7gH2UnohF/7efdzj/Pxe035rPyuQCmAQFj2Q0o7s/Py8M7cFJd2CKR8szSf3a9bm+93/cluaWSYr12htmtVZESnNdgzsUTaSG9hoPthHYSAO+pkWCxAhOWmyvDdN8UPpWEyLZWJWmau1GM7Tci2jb6lmA9BUXgqiI1ceAHELmPpcDChrB1ODWauOi5rmpSU0+SpmZ/pvvrwAm/gBMeWTbOD6k3fwZWkpsMhq0q8JSPN7+vTE9+ZhrrreRqDKPm5b0xnpHA/EnAloBTqYFOBlYV5rgrv06E1WoiEAy0f26k15b46RgIfuB2Tli6XAzewXsQZ78YXzA3gw5XPd8t1zLXMtFZvqloeAZdGLxbJ8cI5ZwfjMkgYoHISgbni5x8zkDnsT6H53bKUlta4/fYfyXXPFadGmsj+UOVhknW/7qPxpv7wHVuS74v/TKlzOnwFgcCkQxUgrduU9qACJT3SuGZ2vrzlgC5DDSRgVzg/QZVVEYGdhlVPTvY0MHwDWXLkLDu/50M/3njMH3GPHUol/ZbxlQcsh7UDhmpqA7lvAewYzr10795m5UpcSMv7lMA6/tSDOTOLObDoKfi5rq6iYZyR/7L3YA9DlhlkA1mWsgpjnjwDVyOKQgcEzkAgL18C2hcw7gF45r1hpy969uz9f/E0+q8lUf5ksmXNbliRjXPd2dQA7/FYbo8trNlEc5nf0VluW5pu5iAyemdNcI+jy+vCdT+f71BIXCbFwtuZLZAZYChzbCGC1KWif389roJYyYYvzUSqVHVxL5r0+WJ4nQM5zkr7WtJyqj7D09ZDXeGq/nSNYsaZhcTBinj4AIZMXlwtAwEiVoJZ0Tg/Nakf/nIelmgJUKM+BXmzVMUTFERiX6eWqRuVxOKu/pAAT7LUBrQQZjQ3tZmPRFtW3lfeQa9Lnk7li9X78WwBLUwauvf62/oZMMAQoXiJH6fWG8v2nPkZ0gGkCkJo5MUwhzy+djfQAyDmPFXh86IuQwmdD00CzW2XcCECCtCGQR4Sj8T1lHz1Bcfo9ClMIMr1zU/eUgaHpGQcGRjCjU3uC7AyeUhPW3hWejNilD1ooK04BoAD3coH/9JvGaP3wcfQ5YpBHFcaV39HcNPuISss5428eLq3iytPLeKF7q6cd5rnlVx/6fuQY1fxHJkEZhAsPO1E2gRRGJvdz+CgXdLxcZ/SNOsk0oYUqbBKMfDdUMFKhOayDw3R93Y0MSfj29wCXWygf3e0q28R+Za5pfv6aaVefe6+dAYp74PItFo1Wkvn6UrucvPdMbWdBXmfs3Nm9VDnQ/qgc1BRgJDTme0SRnaZYTgf9ujZZe1D8vN+f+4dudBbWLMmV7n7rVjrem8+ffT4hijavASR/6jL2c2aoZ1AT1zTS6xXfXZ2zJLdO3ov06dAHKkZcV6q0cd7mdxCVq+A+BjbpGCgLeZ8Z2M3yXP+Wd+8847YThdui/Kt7ZK6p4/o665fOhyonBed7yKcUaRaBVUqC8V5nc6XP4jzQxUID35ZezCLdCQBk2eg32heB1/SpYLRgLG4yp5muan6J9ENVULaI2Vk1CPVhVTbVcBRIKi9ophcg1T4r6CZ6ARIKhvcNQ5qPTNgfQHrbJLNAhT0+9OhGDbjKBeLdp4NtEv7676EWs240YBDgfgvfV83zp0KTPpIaifr03IOFwl0gI8MTHHVwOeQpNDtqQZlqykeFQ1kAs2TKvNYMQDq4DcS1rAWdC11ST6X/ont3QyAw14ofQBOoD5fm2uB9DmdXhNbXSfClUiPvhfc9Y5Fi/j3mJNkqzhHnjwFkAtRtF0A4m8d/9m0DnNdbZ1Nu28h8KIg16y41fMa6wh8f+r8JEgfNOZ7LQMRZ2MGOn5+8uxyvKiKTdp5lfamkrEsGR3B9JfiOtQrIeo+DOgEXcPB5znEyl3HM/9fehhQ6k3Ur3wtkrQNyeInCZ3bYH+3zz2SxDh27w6pqU9b0Hks7N/cxj+qs4N9r91i54cwaAVu2+RAPJsqvt1YYRXLYnvW33TvOw21vxArda661A4fDM2WP0iJCFzCa1OfKYrQWXi5h9TzJkRoyJjPtUPZk0QI/BEai9tLf9LNNxpIpMM9arq0+h3a5jIzp2ZzN1c6SwJJytGdsp65pWoxngK2uTQe5iFG+mfUYAZIcSgKctTNmdGa+z5QkKutULu8pjGf31me3i0771YpKCVClGwvQCEslGg6uPHeUiTlbEC9XoFwMg0/sK+23Y16rmMX3fphm4ncJ0MjqWgSLs7l21soUoFJgpvk/BIlWFypLA7H8XQZ0WTd1qmuAagz0IVqml1ysAcO9lRKd/V0GsKl9BcTpXgSdsruiXXQKXRb7bGKzMoKvHPvJxqMAYe478Ps6RmPq4p59KxGgi1oYx35iPlQWcyg84JLuij6cJimghCEYou4Z9e/hNhCsn7EP1EwJcigc6QYBADfvFb1WMS1ntZsQTExTxXXIFom7eah3/7Qw/xX0uWerjmQh50DC0s3m2DbYr74b55vMpjUBz1RweY1GEvN9kWEV4ZQmdT7nowBPFUC1MQT2HIysHhA1LBwcu65dgubcC5N7A4E4QTLZ8X0fA9GUUdc1wGtnWcL7FWu+s+4w+nBHHzW1GJumu5uF5lfTDge3yDpM1ZUS7PC3BC6WSj/n1PfIN303cOqsL7Nl6TOaguO3/FVnuc7nvJKD9s0+zyyQurlVOXRVqRsU3R3+LIqAyuoZeOyt9js80vcNkdh3xssW6z/TZekYeYberp3wyLOz9Ij4SMtn/NxsDIIiIw8hAzI1FzCUdAWOcoNyjn2iJYlBtrx3ZMmxqMg1BG7xcyoE87l1ubRxSP7Vw1xNc358Z9P72fcGShmwatM6ND8vDvDqXvBTmZT3STY2LMSMa6C14wzUz/ebAataAnR82V8kWDWglwXW8fB9mDWXkM+Rq+EjfZb1JXMJh4z26/WzLDg/Hrzq4RPMnj9cYLcNRpAzgYAhWwCQ7KxDEsIPWQJ8ZERZUm54EWU0TRC4apWss0n1isFPSp+t4+MYZ9/W2W0hBVad+uMdUAPtsKg+Rra79Vrt3oGrVqJKoLTv8MkXd0jRNGuMBNycb15LAKum5QRN4pYQYzOgFxooNvqyEpyzz2GGUP/TNOtz3JOfp6adyuTb+p50nRHIvOw5ZwZ01oGAJ9iABKZA3oNzq7lV0wwN9DVqfax9wjsTnIJUAy/4nTJTs1KB7iYxBEpoBG8pESTD382MPsY9piZ1rQWu10Ugn3/7vgV9sO55WiWkv6A2Hd+RJZ2BK5t7DwjRxpQxpc/1ECx3JkQDDKtfq8qcIal5rQc/+XyvLHO6y3s5M6t9TU2Vn1Q0rMkho0w+afTb9K5UHgBdkgYYQSLfTWYvKOP1r7X5PmwD0SHXZMaXk8/49xkI1n6qr+3Z84BIMcVgxhNQ/BZrNJw5J3vJg3ki43XG0J21eK+ZHhHosoNuZHUXy8aSssdooVGZBLT9P6WFTJey8F0clB6r/RwJa6w9XICLwZ+bv2/z5+1nEyrEZSnOWI67GLA+Bsjd+vnCfoeymwwtYzxmi8yZ72iSRCff6Zx7U/RxvXXf3yRtkERAl7n++e9L+8JnKWlh3U2g52m/o/iovJwZ3LPr9F5na+xyyRy/cAeuvcoZqndy415zbywtM0l4KC5TDM7B7UWD2l9pX5ZtYAkfNGoCt60dtgqG0oeQQSv9Rau5modLOv9rguAhF+XSzcjKOq6T5uwVLWxxPkiFXlchN/unplCXzRU11B0YN1cmRMZRcxvAAMbnAm2+1hVAaI8ElIiuM7sA0J6nPlrRZ+ahPQ1ukDk5BLdQUHCRr+L+QYApAgLr0t6xmIt436yylSDJRuHBe/LfEfiVf5sE2gACLCfNnaxlXhgHqQYFlXHsZDyzrWuL5pWCATRx5fxcIhgOS8+AML9HUUCSKZZ5zyAtAfU9vVhvQxooCpvSa4kna6gMKBlkgjvuNc4zlZBwnUhGmnPO8pH5vBgXFb5laYoXGYasOlThlxXG0pJAE6rqn0UQnOa6/s40e0JXfKToAv3H+TvxpUsFTe6Xfq6UEZrRI5RETYc2rI2vsB2yDXAtcS0AyAwDqmjuwWQRJPAQOmuUoZJWL3NC36ays58bpAWMIOEMLN7zZTydiBOAOyuan5s1YZ6H1wKCzszHZ6BX+5Lg0gBMvz+wy/I73lfdkvhIJoVX9yP9PzAqp2c+jbPv67r2kq+8F2WTFCBosn6DX9GAGC1BdA+KhPmHveot1sGDnEoGb12a331gEH+O7DkEs7NynPJWwN+ZaX9du7Imwczp0vEaIH1NcSHDq8y0vm/rc5Ep04LRdc7TrITPfVHAfQJgnQFXpZ0Lptdry/5YngHp3x6Wm0yNNvdHCJa5aIbb3i2ovG7b+lm7hLXT396DX+Y2wEOOE3nbOjgh8CFgqXL40BdNzQ6VLBpzWRYAFWOJWGF78t7eGcUEpjzk66gZuABXFZAEyGadIVXfpmKdOV5LZynqDppIBidjPovtNaHLcTGtkgpNAmoC5Lkp20cfXnZfk+/XvfkN8dDn56xTfL31zQL0TaWaHysqifaO8F9t0yWJ49kPddnIyP8yCZMOTtr/GkNK05XFfegrO5g84mBN8yU8s0EM7io5KQHopoCi9EkjgFVgr0Jb2fLqHXRTgQBS2LFqGH+ff69lMMWlcOH9+Z7pTpNZKk40YgGBJqnIhvHF9S3vn5jmX27w94+NTbvexqo/PGwS1HaB7xGc5QXAsuY73X/5DV5++Yj3/9EPKB8+9fupAKu154DlOwJGMF+mOYm5MmXnqyMDQIFBOZlTimV2At0PX3vTPTQr23mJrNlUEKPinQaZHn5YkH6p8rwz5e6uXyndn+Z2BqDm74FQwGw0mZ89l3+/5W+bwIKxBbIO53vPbPBb7O09FwYBVunelEBzAi76O83Eo7IeGN/7lOrKzHre0nugaO77nImkjMy8klimPveXSzC0EdBbSptb5uPdd9jjY1pYhpRhAWr92lhef3qCffNN73e6VVXMFkoA3dWA1pszJhZoJNlFikLwPDlT+Oe5ObxjuU5BpzKkmxAXS5PXAMbKhu4A7Jga66yJMuJnrlLrgv3n77G/W3H5zTPs+08Y8nAXazJcA40B0GoZkzTEJAznpvwmfVl1XrZIHUccRzIjrBmD1eCN9qPBa2oBuoBnbYDUMhCbeDma/XmwU9PfW11jW9ceca+JmOP7QTBUCbhJwBSAmI6/6wrmRCVT45rWKv2hZMO7w1bm8WyCy6sF2OMhykWNkTXQA5gAMz7Lg1RfdPiQDH5JDGzjPQqOmjbHasAhCI335mVyIA0+nBmsY4NP5RBUde+wknedAFB/q32ZhSLB1nLMzZnvmuBjYuDSTKS/K52JHHwoGT0tEdHKsiZ4iv63Z4/meJ+BK/+f/tEnDCHBJxW4gs5ic01vE8BXNncKVMu/dY6K5FNlWVsy0FQWrhHopGmnlqVHy5YCXOyYPisaASvcexL1qSLT9ecP+OFvrnj3FxfgoygAGoAWLizpohHzxXG1abBU1nqgZwO6+R5Tdva9kMpr+BoP5Z51LGeBXV9RO1RFnH0l45216jeO9OUEkFWrXgu2ATqbmfLQRzcPfjczjEAj6Pj3unY5rnsO6PttMLXWbsJWWfOW+V77f+/aNdIY3kQev/X72T3h3m9e6w/3AyCKJfo7mNlinq/3TLkkAliwhSBwKec+qmeNiqxmFNDrhziTpYMygjT1LbUa5FYBttu4TqyBca+R5xoE8UsLfAug658+dcUiCQMcC1PQ8sJ+zWsSaPdmPlz5XR/PnbNwPpf1fJ8zp0zxJv5yTYKJgahDbm3el/6003s4ez+uBYcUeKcVqqA+Lti+XbB8WmDFYLMHUKyNdBeSuKTMn3vC+PouGYvOWvo5x/m+Rw5idavbK+xi8A8fz+8h7UeD10T/NEeyiblZc2+6mrtjAENO0/QxLB3Q8n7ACEppEsoXV7ufC5A5TX2z7pNDkLKj9U1NO9Si6D4A9IpWBA5rifJ1AVhVw1WWmcJDfWINHWBSwHLzhWkzTWvK8rHtewc7CqJiHvvfLNfq6Xfa34vlu2Dgkj+/dBBhdmB3EwSR8lf2lKbDedMqANR3Z33BkvFMtpI+qt4DprKwAdm1UESUWePzh+Tc1seZATohOGhed4K8qsLOuoJFZSODUuZ57u9o9kpJFw4yJkwWftv6OlN28LKmZWJgYEUwJHAVl4t0LeEBMrGN6orgtWbwQl6nBwzHlKb3ANtmDbhe1s42KRjtD8T7v/sd3v29BeXj0+jzKs8xZXasp1eyh0vPu+u9Ktdc8W3w614EAEvVvsFtpHQf7wHMvHIuf/XNI3L8zCUgAhcdUiXqtfY5GQT03lwHLINMgHWrgFavu8d4xb+7m4hYxID++3vuAHeZ12DhKK+1H2p65v9nC9troDiZrmW8brWeTzXd3LzvvVfu6bXCXq7jORHynTnWnc+uApJIuLzGFMp3g5Is8p1BPLAygpgArXNucL/dmmWFYFJ9cDmGLay66mLAM7s6oKUlzwgePu7Wsra0uV3a73LO117KN61QdpwTM0CtRfMa0LFRHmWfcBdwZqOLFn/Hd30vo4D2j8BVZOAB5LoDtw3rr5+wfFhQPl07WJbx2Lp0dlRdQL0C5dLPs/xdzCE2DFbWaX7yLFLLLuNQsPZz0x37r399HO/Uvixgi4tdgzQk6nhg0vgCyLBWBx5aSTjXyi0BUDJRfE5k+MK6A+gAOQefB50ceOwnG03ydW+MJhnOaEN+1Uyp5T1KPfPBhe8py1Lyb6ALoXweQRH6bzXwhswdg8IOGp0IYIJgvZa+t8G65jzp4TIf6jE/Q1APBaMGbcUjBwZMv5PAKgaTEfD1Mdn5uyD7FhvD+D0XO58hgVXDPTwc/mvNYgbtY2GLJw3PtJwfzdOXC8yi4pMEtqVQXEusi8iBKQqNzwdpWzgdYCfbsPeAJ/duxonvWzlW5Obv7208ZI2f0YUDI7DVilM6F2PZ2ToyAblf+5r1iwGXh/HQ5FyScZ32vN0CRGumh/ng0hb35HoafFiHQVvX5hkkqAeHyICUGz5WZuuX2jjW37eRkXGRV+5dBrrMKaOP/TqyUmf3fK2dMVfGwNS+FlKJde+MLuX2SfQ/790i4xGEgyjlCipfS1I/AyD1870XQDb3RYHDGaCSgCl70GwCGJXKoV+lp2K6bUdAs67A7dYitYNQ0cCrNi+XDmZpnTTrsuF0PCcAbl0b6HxpGVEGlwH3dsZWMSvTouRhJw2iJ32puY8pA+myRIWE2Q+GIgqfoxhZ97n2HiNgjw/pOjCUe53HzDWpMnuXc5NE0WAN7fMzyEH2V8Cm0X1vbu44yKqJAOR9fCk93/YsQ8+Y4lpRPjzn36eAelm68oAgT+i6WfpeG11o7MAsjy6US//+JOORTUi0vHuHSh/mO+1Hgtc+8YO2Jlqami/zVwE2fI80RUM0XQcCh5RZmA618Dds4LADnAxgAoA9AnJYXIDM3boCew/UUV+4wbnb271pih58HDVdBzCyVuwfNaYdB8d3Z3ov4Khxs6m5f+mbisUaugk1fhtM76DpVTnEueDoy2IG/9m3uP3BN7j86fct6nx2N0gQIkCTQEJZsUhj5dzAmV+3do1NmXQufObqpEZNh+2JcTPRhIfAJb4n8ffM7AVzRCaa1m2RisM9zDXzpqViwPc6fT+kW6Imqcm89XqmlokgJ1xCsSDzntpxyXGYmuMVVPA6QAJCfFQUlRkHWoo08S3VjA1QgK3se7y7+rP3qGvB8sNLBGWGkF5KA6hi1jKmuaneBWit/b3onAhzewa0AQwZBvh3VurjWOM3FMxZtIJ+tBz3DIB+31qbFUp3AWjeUt88PrR16w77+NR9UXkYK845YyD5+WvBVxM7e5Dz6wJ8+77t7ecr/OUqqXQm8JrKVkWafzQbgLalACgjgxysnpllPIB//ATUVqmp7ZfSfisZUw7t4ZLlWX1dYB+fUvYMOVfVPegt4BoWP3/3gPr+gvIce/AEPFsp8ABrmarw5eXoRyjBxlmBcZgfIDO4nJ1ReuZfb70AgvSZrCroP0p5HWeWgnZ799jHqv9H2/O+11CaKmZr06ttXWHv33W51O8Ks4cuB9U9gKA181HzncT5UmqOxcRd6QAUeeZqf216Z/O/pzl81bWEvy8F/niBm6FcJfZI35ESP2fpvIAjk8oxsS/o8nfoo14H4H/7d//H+fd/7Q//u72rgzvD20quffsN8A8WvPLQlJdRDHAbgmgAdDbu3SNuf+MPsH274v2/96fN34RoWyONix0BRES73nOMz8j0HeCMD6mQMs/nivpXfo7bL97h8T/8C+D5ZbhmCNIKxsFCFXB4Z2GpxdXOgGaFEkl9YusK/9lPWpT+b35Alj8FgIfYNBQga8GhSg0X7uMDtr/+S9jLjuWP/6KnvkJsajWp0TeGn/P9EEyoc7U7rHp3/+B7nPxqdLGyAtgIyHnvbqY1oLOEy0NP+RQafw+WqnkPzo+avQlWfU6/FL/NaHP3fG4C+IdLq8esvlnaHoSJ5bwrK1ML3APwMYCKvj5R/AAcpwr7FIYlojonBvXlClyCtTBRfG5NS/diUf4RwO5H4cZ1owKJ74GXbFv4ia6j0CTI1XumG0QNl5gddt2wfqo9Y8C6wB/CLYcVXW7b6PYwAJfSs1fouhOLyaDYTmMcUsSRQeaBQkBrR9cQvmvNG63uIsb5+5rbfPDTbA3E5y16u37zDtsv38NXw+VXDyjffQymqbSAmmhDcnFtrx1MZ1kGYt/yV3yv9ZtH+KWgPN9Q/vL7nnT+xGUgbgb3O9fw3nRJEBcIW0oD7I8P6epjex3jNLyDTpRyzC/Ktffte/g3bY5SubMoK03gT8DOdQmMAclnfVdlcwb6co9kzEIpGUiDeR74XAXN+vfMKp4BHODclWSv8P3alWtmANCxAg2YU/EFunyRMbX7NUXaZ0Cn8sNVnndmt/mBLmNlrOXkPlSOOQ+cg6W0d0dZpBbUAzDGCHpPCLm7YPbss1mRKdMacAe2iuLe520p8LUAFbBtPwLW154/++4mibSMCpDcK90+pnH+7/78fwYA+Of/6F/pv53dbO6M/82SwvjCbAMtgjn+n76CDnzzPtgZprJY4Q8XvPwjj3j5RcG7//ACu90OAIgpF5wIX8y16TuqPkVsg29PZ3AHVjUADraK9YeXtqnch2viwv4ylyUCF3ogi1cB15K0N+8xAOyK+pP3wFqw/PCpPZ8gStJUZaL1ZYxQ1xe7/PACvFz79yaVyKZMAzlnEGBPRSH64LXCvv+Iy29+aD/SYCEBX+1H1s34anLWTUvAuSxRn7uBp2bq2/s9RAgNDBuvV6aU7y7MFWmWIvDhxgKG1CoGAO/fYfsrP8Xy4QX4y99AfVxzDrUdfFrp/iBg+iEOvHcP8HePjXgiK6nAMN49gK4YIA4ticL3hUKytPRF69Jqi2sCbPpX6/+3PQ/D4f0oQNR3muMStlX/n/7bsW9uG/DppZsll2aqrI8rygsP9L2D5yJKnwYa7Pp971eCT2FJh0IU3jM/HILVRJnKnMicbzVPMguFbMe+vr5e8Npk9lEh8rWZl2clYn8sqA8F5ZsH2Mdn2Av9EvvE2sNDC7Lluk7fRSBdtYBRdh8+i3ciaboosy3WqG205OzHMwC4S24cvtNGFzCveU75uwt8WVC2PZTvkR1WuTMEh6US3KwLlsFdtQd98veD+0DtYNu9yzkFqcHYWikdoJwpYbq3ZYxDFhjOuVmf67OMA2dycm4zYJvdI0pXOBH+tuzfEG8R54q/Cyb2+dZBZq1dYWGjvOf5qTIhzk/1GfZiXZnWOZplIceu8zcA97ikhvwqjSJSOY95qc3Kon7+Oe2tdwCEz+q1s6rWswxYBrJNbCybvmc9B2PNZWzK42Nnkud+aUaBYgPbSvA6gN4zdwPeh+SMrtlX2pcXKXBvB2+l700wR7wmJso+fMJP/taf4SfurUQpcPRbLc1vwxiFZuqXWUY/Tk1XYpEYPx2b9/O0H/uO8he/hrsnQGbgR2NWxTxq6AJyTn/lDkBM1TS5BIhQlnD59Q/AbevgDJiiIEOwxT8ZWJYHd2w4+z6i7tYV/vLSXHZpPtswMtZTJZkBEAPJSA19oiCjWwHBEN+PgjKag80ag87fcqGrT+m2NYaTWirvVfsYc0mJdprvI9w+sCw9kwAZmo1KhKUCoGtq+fDSTI0IIESwnObzPicZKKYsKYUuW5j9yQp4ZJoY0pakABsZbhC4iomQ7gPYGwNrfGYxoMSzbpLGbfKVHdnTid19beOrkFbXjnVN8GlPL/054c+6DIDVAKbQqnIgKBhhoJoA6MEnOfqdSp1kl+D8m/zGdNxUxgQApxl1PnhM1pg78Huf1/4eKWerj3Przafy8qGBhuXXn5rrADAy98Eu2eWSMoO+5U0OToEgKUPFUsQWa9zsoQcXbTvswxPKbWvK+71Asc8JjmLjGnm4ZPYMC5ln296Ak22t6hzTCFJ+aeQ/H02QlAC8tPlkdTxV6Ji14CUqXM3WoC1KP0fwb8pEuoE9PXc3nnhWexcnzB7nVP9/YoIme+w8byuOACwv9vi+9cev16F/+Tcj1BmcS/BJucs+cb3FuWK7wxf0swPc21NlMt4LGKwpNq3LVMirp0uM8/3cm6MzMmspzc1rBn5hcR4C2FXmaztzs/nc5if95X0KYr+KEmjWLQcEtF/QsojMayDSvZ/7J+2f/5v/g1PWf2jCJPteYSZE2hvti4oU5KC4mbgA48BPky47/vTcFuK+9+wA3kuV+vUKPL8kEMsyqVM0ecsxObJ0KRiXBenYnw7l1+yPrQTHDfgcAkTUJE6fJg3umrXvuIddVmx/7RdYvnsCfvVd3s6fnjNHrG9XDFXGijXAxU0oAjBdKB4fUH/+LezTSy8VCgwJ9nP8g6sF+t/yfxZ2GBLe810mw1A7a6dsYjCrw2LWzRqs62CKcU/GePC9FME1jFsYNwK4nBuafimQ9F1VyVfoDjy/wJ6ex4wI/WYyT32TKJhOp37x0UzmU8cA9OhOFRIxR0PKkozgb8EkpuwMEHO+dZNl9bxv+l4BzQ0l/UzRwSOfoSZD9n8JBonuG8r+i+tGNlVQ4r7GVGr8bK84ghPZT2ROzDL59KBE8NBS1oSvSITlwXc+7pmuJan8Wn83vJZuKGod+H3re5Z/19oYwGuYeLHCXq5YfuWwlyv846c+z5zDyZd/UO7fqo4zM6G8px6AHufJ83Ws3pRWqZMD8XNAQaxTf7jA3z+0PfJyg33a27673uDXG3wOCEOsy7AmHjJ2EOQ8PsDfXWDXrclsYAiOTYvBWf8RYHLbMQakLT1XKsmFZekAzQyYg4F6pzvITVldOhDl+aOpsua5JKlBGaHyg3EEtFLy+3BZ8sjpOvjcElym9TDSQ9V2/tvLbSQOZhlOWaNMoPb5zE9U5ORgkVEXRCrl7CPnivOyhyXgBEwOVg2SENKGcq9nfc5OyHss/bmH8R/+lrHzLOI86V7X/581US6ay96d74FeIpZjOstzfyZz3fuY9Pt1bcB1tiK+0r6cec2H+3CgM2crbKwUlG0p6ac6gLCorpHCTf2NCDYJKsuCzOJLYaD+stTeIgWSmXV/G7KTNRY/U2apZqiLaK/ICn4qBPbo716xfPcE+/QMrxIoFY7pNEV3s0k8gjlj43mDiRqAv3/Eyx9+g8c/aey1b3sKBoPmwpwYBx0f0P2KycZGYFT6iW5bZ7yBoZRqtn1vzO/7x+bz+d2HDoqEuelFAgT4zRte+jCMe9+Bx8ejib+gm4J9ynVKMCusLD+fo86bQtV8mX2v3aQmwnjIyhDWgGT6CUiFfbLbBpfE4c5NrKZsEYTNDIpglktnZGsX5AA68CXYlPs531EBQOHC52rRCTJG2wbsIpT1vfK9aH/z/5Mg57hpaZkZOw0KY79LARPXU3l1vi9l4E8OHlUmMjWaB8tOP0LrQZVzKd8EXApyf49fe9ODL0x/DoQVo8J++NjZNQA9C8ve/aHnxhyuZ+21qlWqFIe8yCpKs9/lmdvPj2Czcl3t3skUIN2Zhtyy8gzf9vTnTwtbrb1ilbX0cvVxRbEGwoZUivt+7h88z8Mu1/B8onxlIv949uCvOisYlFmPDxlsOfh8kjXX39xrTIMFwN6/75aaYt3Pti49oJlWuq0rsUOb3Vf2pkBZjGNMpWlyroufu4JAs85u2vj5kC1gmmtXGYeT3/OjMxA4XBCuYPM7ILgFzhlQ9lkZac6Zmtq1T/eY2Bm0a1/491mKy4PbHNLimQVi5uxBvH+SBxKAR4V4jq+Y+85/67RohoN/KMzr3BE11zGQZsqF1wOIujnb1mVMTDynuBG/0vTdnJPyn2lZCkCCMeXzW+Sy5N2kjy0ZYPYzq5A4UKgxsT8x2+uSmRPsh09t0717zMV3YEij8EB+zueXkV3KRPLff8T7D0/wa5i/D/NjKdjpI2y2Aov1tF9Af5YwsUNCewrFZCXRAcjgN2nwbx6xf/uAy4dPYzlgspUIkEKGzXoKLwACbrp9KgGjsoZUGph/leMAGrgfNPO4zy6avyTtB9BdPIJh0FRfMGtps8gwAFlycHCfmBlnYKhg4kyrpqBd00qp0zzZDz6TwV3bPpohEQC5WBcIpfQDQq0QIXDy2cx2UKVCGedLA7z4rsq4Z/P7YHuH6i6Tr2y6mqg/s75/ZoOYxtZuYW3Nck73Cnv3KFXBJga91vHdAck4tKH7mDrMbBz/19zODg+++4kRHzK/FAEQbz6jW5cObOp8jyUCwNYeN5H7fNuar+jMrrOlovg2Q9PHEP6KmjUDyH2VgZQFJ4C5ZR5o/n8BMlzWX62w6615nlEBZ4YUAtht7+BUg29ea+697Ck/IsC53TqrqSBFx7Uu8DXcI/Sa2edQxzr3KxSaPOslwPbgAlh3oHYrXcrdGEv+/95+TIW2uY6ZZG4BljEnupJJE2DMv/U//c2dZx/mKCtoKs555fdn/bGpOpa2s3emMu7sGdrmVJLzPMz3+VxFzwx4fAhWfOr39P40cDblyWv3feu5QFesXmlf7jYAyGEsQBPIfIwKuAb/y+rdNMPP1QTBai6h7c++mxQa3cxsQI1SdOvSfaQEIAIEcsLQxO/St46BYnuMiZofIIt4GVI4zT5P2NBzb9I3FV17ScGzY6gZLhPVfX6E4UgAjq49Z+onAntQMZDULGYAg+p03Po+mQrsjCUlU3G9ofzmA8r3RUw+06KmHyPvK/eiaX/IuwqMaZDodkL/SzE1pauAWfez5W/l8E2GYBAepW8q7TPvp5tPg7Dy95NAuKzwtflClZfbEJnfixKUEbAmKKeVwrtAVJcDYTOteq9pLUDYpfYzK94NUbocy2VtwofO8ByLzINWMMOyNmUtmaVe8eVQ4UWDAICudOn9pnWt7Lihr1UEwM4MAvFu81r6JXNNiXvP7ONrfLY8dzB1/r71JgqNPT52Ng8hW/VaEgZpnToBo2xUOl8DsASuFx5BsV6GEq6T3Afa3wzaKQV+BYZ8rmfPAjoQuudPR+IFeP2Ar/W8hOW2w7anllHEuiKcJZxTadd7ncjke0zySfDQcH8FK7In7SnM8Wq6Vjef14BkPq/0nKSyr9PvXF0dUhGOQgNqyano55t+p2dGscjgs4/uYcoy89ozxlQ+G5hVRuCbwa7bWFVwlhfz3Lg3zHHGJL4FhOVvF7k+3GNY3+L++Na74flxppRq389+p/vqzH1ByY6zeVqWLD2fbixn99Km/Yl3nb+Zx/kZZMOXM698gDr2KmOkL28CrihMaSOd18278WAPEzjBpAYEifAYootvHdSMzxIGZ9/7AtHvgdGfK1i8HCsAsoYeZhOrtQUA3LZMwdUuE41tBqfhTuDbDnvoGzSBbWh8XBxWIjULsyBQASBDQHDOeV6sLwjOm2Ym2LzlwS2ay9aSpVZwnpWKglloYwowoeBUBL/m5lRTWc9FW5JJTLCh5uDMp9q10PRf5HshU0JzZwQ7kIEdgNJSwvcSo4bI90OBvCxAEcd+738niKwV8IL62ABs+fTSBRXZT2Gw0q/2tnX/1VyfOG5SAtW9wukac+kgPu8b93JsHVjSjUOFGsE+51kPDmVzuU4J5tsPOrCehZPef2aogzFLcKpre1Zugh0emkulMCpXs+JBRWjW8nX/cjz5u7cF4u9ke4t1WkovgJFuAuEWRP85yuMFEbl9Aly1dPfZd/I8e/9e/MhrS7CvaQu1n3o+mESr31NIzoB13VukOEEQSYdQ7tJ/T314D2m9fFy//GyrLWE/07w9PHQ5c731tQ+cg1N1Y9Nr7rGzVMi9JkN9yNdaAe7f4Q5n95vHBExKxyt7HujFB8pcHexcuckUYfTrZ8GAhwuyytaQSWhSXmz6D+h+p8Docypr3kUxO5ATut4SsJ6A2jNQRZnN9QR0f1lV+gn2rfYgrxnAA535fwu46u/uAXG2txSi+Xp+T+v4WZosFmN4rZ/pYz2tIXfgTFTcUwZO2peBV7Ne7cMMqLIh1xVG5oSH9y7m8rp3LUad8PdW/3zMrSfAmD6tPJD2vftx8mVrXXRgrG2vwVJatatG8YAMEhPz877jzH0hqy5Ro1qXHiA2p4NJ535u5JpmJ2MCZzGPdSDehKwhtGuyqTRZaeAAy9tuDdQffInNkIEUCsjpo0uTdzRlYNMEG4vOA3AcgmlUAYh/zxurKxUnzO2ZaeIOsMlxXy79IAPy8yHVVsxpsvK8BwVLCGGu5xSo6O/RC0YQdNuw/BAbkp/pvckwAPG+6hDARTZz8G2N7/zdBftP38FuewsC5NxY86kzTZVDN4Mw6yfTuu9tTW4RRKcsA9+HZpWote/JggiqnJgzVRzNOgjW3L2TyctKgV9vPWBr21qmBWVH5B2lAqqHyQmDmyxvuveInNDfH4Tq5wvG37kW82vgvqRSIpWbdK+tC6xe4PtL/4zxBcWPB18+RywY9xrXy02ylARgbHLO7vuHUv5SKT8Dy2fAunoDkkAvf7nHmXG93nlWHccTPp5c/3nGrWv0+xZWRWFa1bWHMli7N7snzODybB7T8jDNCcHzDP5yXibgHHvL9/pGtScIU3YCDNf1UCHp0O8cm425gm/dcpUkBNDPRrVy6nPNxoqFQFf2td8iK3PaKQ+ZojCCFl9lOs/ALf9eF9R3K2yXwF32S8Eb5alJUJeV8TfZh3p/D+maotwdlPTPaIMr1olSxmGzmMVMguhcaGAbsRj7eaYw31Oi9bm3O3710r6swpZ0wpfSHcEfLvD3j7DvP8JmpgUB/pjgHxjZHB5SWmaVwEvYyjSB13YwZ563QtBVUyv1ysjkKgykNx+7ORpdFlNjezWaeg+Qu3YBtu/wLfJWfvg0gqzBPEYQLAAcaOPhJsyovaVH3RcMKZ482KfG+AYYMGEWfXo3PGgw9WXS6IYCC8mciJnVdLziG7vIuyu9Xn02VUQEmMN7pa50SWC6ndi4VCpMmMTBZEzGcAo+Sh8sIMF+KlBUMpg2ZV16iirmdCwF9d3aqtioQCMQ9zDl0z0gxumXFftPH+FrwfrrJ1gVtl5ZHvaTLJfem0L7ZcNSn7upkebRxTInbI/8bfOTQlyYac35lwz5JuZFFjEguwY0d4j3kWD9wyd5l5P2TL9p9Y0e3Ge6JUFNtcMKJWs6CbH2DsNXMEpeMttEsjMq5Dl3mkGB62QWsl97sx5YYkCfw7O5qX1NZuMefY2dZFPFZ1o/Q/YRBakzC6ZWBPaX/9fcqa+12WKwNQuZqUzj90uJw/fOmBQobTtwu8Kt9Mwx2wYwAC7kTlrNgF6G3Gy0SKjonAHLGVOq7yGvA1pZVsDXtRcrmN/toJDWkRU+6wPfBxXcszk5Y/sU0Mx9FR/nYYz8/5S2cB5HBs4uk2wkiXaPfRS3Kr+s8PfhvvZyG92iimEoEnMP1HI91Ap72QdLJMx6GkSggzq6Twjjyrz5h/Em36XveVTQ/bJmVTh7erlvjTgjIvTeOr7S5zEzUdDX+C1GWAkQdd08u+4V1tg/Pd1/RrTf2m1gKGt529qBpj529GMkkODmH7QRcfo2HIUWADKLzSSDlsZBQN2BodFcpyo412V0IZiFA4EugWYxZO5NZRsDCKbZnblJ1WeMfSJjrONDsE7Xa6/SNZnGfNuD9Wssr+YjHQBgmMuH5wU7a7YOc99YZlEewtSdEZ7LCIzdvd8701ONRRWaVtYrGw3srktGgWVpgIZJlDUK16SiUmk5bweGm6B1AikJgLkG1P9aD99iTcniOthrN+Nn+VZrCdGBbk7nmFKAnWz2NYDnJv5tUeXr4PfK396LxjTr7KqmyapoPlOxtsBE6mtpQpu30HKF6hqg/+Y9qRwk++q4/fI9bHdcPj51E5gkDWeWhCEQj8nOaTKs4wGd88mx0383rQIlg7pyb7LPHHMpgEkUurDvmm821+VeB5/7pnzg983F5y5lY5gxZ79mXZ/VR8bwrQAuObCYfJ/mYUbuH9MVLrm+tB9ZKWnruYPznnsFVusyWJ+9lGNp1hr9YGS8Bpgl0XB/7vx2C1kjpADXIudPfHJhNppWrYy+t3s9Z7LvBXORxNlj//v03oC+rzS4ab53RQ8ii3nWcc7/JphoFqwT2MA85zEv9u6xyaYgXwCcgphkWLW/90AN2Vaa6QMg9nE1GTHEEJy1YuM75vRppqBDRyfFSvdH9U5YTLglK3PVYNzNGvGjgN6sy+3ot7k8b16P0zlC1hcv1nK+sh/3xjKTEXNTQMv4FHUlO7v+zJqgsQuzz/LZeKSVn/0U9Ycfzq+P9uPLw8rDjFGbPLBuN2CTBO8KUIEOgPa9a5s7RjaIAmVHjzjPFFoCBIrFNZHonwCjets0pR/0rhWxwgSfidEnLSQF5TRy04UqrGE2DQSjD2kAyWRGycAK6Gt1m4WRjXmjiwDTZw0acqTL0n4NLKZn3oQR5BJEhptAZn3g+9LAtvh35lbVzVri3S42uC8QYCRbCyAzDwBD0FYDF9436JmgibkDcHAJSEArOV6HIC1AwGcA9ssKYBcGsWnvHgeM7bH2hAnNMqdxX6dwFdbQXm5Yb3s65Kc5ikJid2Q2AbbL2qtVkUWYMxJQ4aA2W9vcO0qfO47DvfvGEszR/zrm0Lj/EsBOzII7Ln/2Qws6UdZ5KUDkTB5Y72UJ94LS08nwNyWeT6WNwYlssf8s1kX2I5l8Wd+81sTfkaBVZE1XkmJfqQvRnK3ja2w+1TYPwGdRFXHY9yes+Gk7OyQnn9ODVWrbekyAsPkpywmu8hkNsDCITCPYbe1nkm+UsUCm7wGOLgj3/P/00KYVSucgCqf4NXKSCzA8zJ1m/uDB7Q6mjgMQsRfqI0nwtI/zctYCBHu10/fkdEt7o6UlY2bKOSfsp/qa5kP69/mONV0lGdvZbWluZPfujtW6jDIbWN1MP6jf6/P5++lssK0CNRjxWWGGj/fRZ84M7cyKzjKbU4UyBtaZARNgVUb8dJ7PpmbbUT68tL19VmZe+wY0Aunx0s7fl+v5NbP7yj02W+do9ljQjD8kaub5UmVgbp/hAvHFPq8DmxRmQz1ghgTi6u+R9ygpsMYIV7lvFDPo12I0c7sjTehMgaXmbK/Nj1ZN9uLrZ0C7Pg90DyHYE+IPKZcCkCSAYr5UsqEnTILWWs/AEwK8UnopXbOe/5T9V/Ms58e9+RSrsCR4NKn/Tn9feJ+zZUkQm+zvHv5GEsGt7gNnSeIPCzn+nQE6qqU+XLoJQsy72T8Bt1r2j+mt5rReed3M1uWyincRQjPTYtUqZiMVILFmbrX/m++e83jziOrHyJhqblH3bjYqZfQfzNyEsb4uK8D0Nfw++2XJhjpBYWrs6HP92MCbbb3fvrRD36g8cU70UM75kIOKmT32Cvv0LIdXjEHlSIBzbIC/f8T2j/4M668/tUpwKnAziEwObr6HWob3Pihzs9ooazoBQfoX22iiVQWnjHLo1Dz6NTeV3zygi3X/wwwIOXEPKIYhKflbIFfzwp75xOYZgcEfP/snh3lWb+J3PD+sBwv57daBRMgdjwwlx8O6W5Ma8Lx0GRRuVxkMFfLamcZJA0s9FNRlOQSz5pTvAdxLY5Mpw+1yaaZfyp6n5yywcwQSe+5Hv/EMWMb3wLkkqJjmaWjBYmaQqijqoN9lVAdL2SegZQi2GgbrvVAP0GrVq6uX9kPlwNA3+W4AfZaEw+EeQLC3AngnCxzvcfi9YhY2yr4iMlotw0X6PQNXBXcFrVJXRVf09Xu999xmRXLCXiYKfM5jsdE3NvrnlxX+eGlFcm4bcBY1daZE1PGZGatwEQVR19flMromvaWYxLVpXfkMxfmLfV7TR0QZJHZA2LEmSJYORnYxy2NBmoUxHTAxYLNgHWu8CJ+0OK/w29615blpABaQ9xlAafSbC30AHrOWsbTSnkOKJwrJvCYErZo39eUFazTmVy3d6X06fFmliG9gLpVIsOd85rI00Pj0LG4GHfwOPmvaGAhWfThkGGzncbho1ZicWxYS+PY99j/4FqiO9Y9/3Q6Th6VlKthrsMa9GQVrfmA5pwlcJx9ZAN0HcinH9xgJlrGIwE3gVIH377LEa9NYyVDGe4sKIKytjhIlAov10q7uCS59FbbBrAkGZQLchxyytu9DFapsk3CncPVlCSaf8x1sAQ+myBVrFNj8L81D4/w2JlRYWvV7VYGqKaYul+4OJOmzlh+eJT2YjUJuEPgyRqa4AgZ3GSqCw94sLU2PX9YGrIHe18nvcd7T6gP92XlKf4ebHcCBvJel+YA732Ee0KXLCmUDKZ+2Eznymh+sNvXB0/9Pza9XHBKhA0f/Pio4rESVQT9BIgAdHEfqrIw3CBeDxq7to2xbV1EwZWwiB62U/Lc/P4cCFX2mb+1QEMGP8yFnzDBnKb9OwB3QDoXII65z68/PfQ9TNr17N+3x0pTQn79v+/k34esefv12vbU1QleBmdVLS+k+9Nuj8EUnrmqceXv3Z/+cFv0e/FyBLhup1AiJknPJjBkz4UKAKf8efj+ATjv+fmahz5Z7+OK2OYrb1gpA5DPPiPndmg3ZE4Y+zXMzm+y1sY8kzwoa4UHg+hpAnPulZy9dQ8tETHBugEbQAKNb6T2WN+6fa2a+9k77MrcBHZyYociIGTD4JrWUNk2jzcNpXXNDe5mixtlqFBhwx6AhUKDS/4f+Tgak/6yV42IEhknL3Km6ECdQZkAeuAAGc+bpYalNAFbmsGwXIs3pS3+25i21xwcwhUzvO5lj0f7IGLCueCysA3NcpmIIc0aE6hhcHyR9S0b36u+oAMxC690FP/zHv4FVx89/8wm3f/SnePkrD/jJ3/rLBj5y3ew9EIxRsjKHyeBrdaWzNcL7nR1qwyFQUpA5UwMpuAwQ6+rnCnQAaIb6eAEKYM/Rx9vW+n2tIFOKMmrh+TeZkOiLP7T72h6J0elvW0rT0hf5LQJUrCVcGxxwg+2bCCgHxGphL7eMIieLZs6gNRE4HD/N/EAL7OIhzcNPGRO6DNw2lO8/jUJQ/XQpIK9bP+jjHpoLOd85CxpwTGTtLfJUMtPIVH3Ga4XtvQpbtuoDe/+1t4ywZ6uTfCRzEtaoYc7M4M8v/Xfb1t1kfkyjbP7c4gJAB4GSw7ulVZqYQD6CLCA/D+BkpTQXMq/pd2pA82MV4JqAFgDKOoDklP9qdeFaJZC6XHoGA65X7jcSA+varU97pCFU9jJYXAulMdnk+VCvjjHiC/06ns2pdAD+cu1KAAAsC+o3D7j97IJyc5SXDfs3D6jvFlx+/Rwy7s57samMKGU5WWD6/gKgz/KQuxU4ntFzrAvfr/4nvzO9zzDWdm3mdt2Ume6FVHyWC/OzKSMxAuX8W36jjGv7u7QkLpT9bjA/vhMo430yxwlkda4mOTcwwfPccj6A7uqp8r+U/gwGvCoYrX585vyM+f0AsT9rP1d0/TIXv1rRh/v+w3IbALIUpvHBNMdLIM3gL8nFa51ZGwKAdNLJxpBlzQNWMhHsAP2LfL914HVPOEoUeqb2SC2c/iwTywSIqTKE2/NLLpSMgOciEPN8gnNA/h8uEAw8ok9nsoKijcdhnT582w76S6lfn/qlutwXZyA7DvrBjQLAXaaEvsdRqawBjb0p+OHOQTaWrfz6A37x7/ZShPVhQSVATxaarhQxHgq0ANEDyzqzE2R56X6BAOh898qMcMyPlyH6Pt9VgPo0y+xh7ivNXIhd/bW85XRV38lJKzf3yKGr10h3lADdKjyFHNqe4d/ctwTEaEN1ENRaY2Ef1pZwWwW++nluewolL5FVATiPblUgqwdJRd8fZDIo5OjHqwrcuwfUbx5Qvn+CXUVJyQN1tNIA6Fk0FCBLNC6eno8HlzwzlRyvPYqb/r6i/Py+YTyETsBQFiuYAwqp4Aws6WfMaRnfW7pI3ern/R4hH7RSFd+/rtPhmQKO9trTcRWWjdb9GZYp91NTf4J0JuKfGVPtCxW76fcAxDVsSxIHUaAD2wbfkLmM/XZrZ8PlEsrz0gPM5vHOvon3zLN5zd4KO/C694+w64bHX700pXVvlqQEdVwvdVozMzCKYNz2fbhbqKJJX+B7Tfe0nvkmaaXm6/TsPYyzrc88FyaZM4BfeYczmD2bTfVn9arvQvpe9HrAYJ2k8Alk6tj0n7J3PHDgYbz3wGp+X/o86X85QAs3tgV+2xoRA5yvNaATXTw7VfEtchYyP/QZKHe65YyWgt5nQ/34DyvbgA6ef3MjMohGfQ+BMVm95umLzo69WjH4WmU2ggBTyvRRUzD030g1rAHBJ1iLBUGQfL11TV60kRwfxyV9pX+qy8ZuDCuSITKyaEzhMR/gvsPVp5f31kAUEPzbaJqJz86Aa1b2CiHY5lR8b4t1Fw4ggWibO9ncg7Kwo9GOJUGCxwIdKqldrzCyxcuCd//+n+Bd/L7Xoefr6P6q/vKCjMQtpTG6qvTQH/Z664Bf50fflb7Dtc+Xl5YdwwmWvbEgvljLf5n5fuPG6n+s4K56/04PrQDF1jsGzcXI33dAGoCVflAAcKvd/5jjyjy8R7CRCuO297K2BOnDAVMGsNnSy9Q4GMJstgrr7N5Ta4XLRP3pt43hfHoZx66g5rahPEs5ypAH/hJsmXe3IipTBrT3/u5xNGfNuRc5VjGDjkm+exGPISuH/R68vtnkUMuSwqxkxyjyuc3AabifyJThMXKA3vPxO/mNxb5M02IpI1M5t5lVZn5xKjeMguZakmInSTwo0HEJoqqSdcCs9SeivAf3AOwZmGZ0P4hnZeMe2fde6ADoe/4z5mcYrwLY2S/TrDPMiDPsw6em3D5dc7yXv4w+XG+jFUqfo9kF1OcYaAC82siwsj9zHwnIzhrJL5Jb7u36pTGqLT2WyAgFjdnPOq7TWQmenn2qwJw1whPuGQHers/IM90j5lyA+clYZ2Cp/q4JYPX6+TfTbz3OhExnemA4Yw7rpHjl3yJfZb5sXYFv3vcc0dfbuE5oFdQm3zPLxGk+17LAb3dyL0v74oCtPPiStawDCncBsNp5pn7q94qD3GwMGmIQCZ2vNX1VpiYRkErn+33voFXMF/n8vQL7S/chtUiOLhHNQ45TtgDcms7n9ECMfqSQnpmnHHNNIMi+DQBVU3XFYs+0LxClIKexafJ+vXUmEhgyDfT+YfSbFQY8fxP/z2tpUgw/5CaseuDE4BaRIG8EH0NKrfhdClNq7fpe4x4ZiFZKN7Wp5qzvSiPh+VX1QXu36i2htTtga1t3de8+RmSe2Ic1QF+udwcT+acWzuct4esT5n2nD/UkYG33wSeKWjl2S59pD8aagVgA0r+2jSn+vnkHrgq4qRgsAq7zMG99av0Q86sCdQWmywKjDxwbDwbu/RruCkAEgDQmJ91v1EexRolovpd3j9j+6s+xfPfUgr90H0jmihTk7g0Q8DMqUUv4iXM9vsVEfS1tPhT5mTJpVWURvy+A30b5MTN86kM/W3OUoS32uk/b7AfHtu/dfep6k2edgAC9F+WZWed4VQGtkZHCDJqOsPv81/H+M9hWM3nmB5d/n7UZVJv1g5xBWrFuh+CVe0SP9k3fa5RbZzByukZoonm/wW877BM68FyKpMZ7BchxXVgZAnERmRa0ZHe7F8a1k/IaOFXKtbnDKlqax3vsrcosAJmOCjgAw4FVljYAV1Ww7zGdQON2KzC4CyzBFhcC2fadOeAkbqi/uI/WNh2L9uNeew0I8/fqCnBiObBt7wpijlPIjzPZEVkL/GFtPrRaIvitJqx6y+Ahv3u4tHSon9F+O7cBtlK6k3yAhznVigYvOaZJrA6WJ7WltByjqwi/WSDOgmEGhgSy1dvCURM5+x9ao4f7QYLCyTc1S1DqQcnG/k7dyeu3rSWxpklCq2Yo8yz3U83m4KtHJWGRNFt8NoEeo8n5DABqVh3mqI7vIQOzBCBwfpvgi6pNCpzVD5eL0rvbyFyta94I6Upyr3qH3mtmo9nIaPA3klCZhQnS1y/6Y0AWCygvtxO/HAF7CgqBHqhFUB5+q+Y+Ak0yyLRCEKyWMuVjhQheAbwV8EsXiLAAhXtFfVx70CTnd0cXCpECyU98e4EGfskY598JZtBzsSZzUyNPbh0FpsUhJXsmfacUFHH/RMR2risB0+XDtQNhstnxXc49+6/fx71y76qGb+o2g6+3zYcc533OQ0yFZXC/KUjLFtdIRKA7E/PP7TNZ1dN2YMpKRuoPDDAPY+33PFb3UIIqWolYycZCn9dqaaK3bU/ixauNLKn4wQ9R1iXWFt3F+GySMMX62ncheeR9HGQtkJH8p/My96mYnI9oMROpfJZzk30EeWXe2whiezUnZz63AXRaytIfXf+bwaACtPn+RT7X+ZG/raLJTffuw6rjnwHs/Kx7Y3oFPB4yB5y1BR24loaNGiHAzxvfUS+lg9acE8kBe4+FPmNLz+b4ZM6HgCngfA25VAbTdjZvDCwPzHc40+d3MCsQep0TP1kGgHFfrX/tr2L7kz899knab1WkIJ2INV9lROJnmbcUkse8qgmq2IpkJ0hGILRYRrepUOR31ZFFAmgeCraz+dO1a4eqJlY6o0Nz+7oAJv66BE80o8nBOZah7ffN8a7LEdShA0QGPeDh0vPOcozAAP6Mz6xT4nUB/7107T58n+lYWN2F88YUMXIPBeGa/7W/w9oFFfvIxSrAKO9X95GNnZuA8yFDBRUGriG6YQiYzWc+Rh3x66199nDpSgbTv/BxjFRVh/VNGAOOkQCIvl9SvKALqDCVbTUBa6aq4ljc4Reyhkeh6uFW0ucMwGVp91/Xlu2FLMzaf+ve+lSubR78soT2H8Jw91Ytaz7ES0m3iQziQpiWagSNECgDPVKX/eb3Bd0FIf3TT9gCWk2APNw04KXnhrRWvvHX33dAqkIvAcg+7Mt8b2nmLmMhD64jF1eFr7WdsUr677QQlS7r3NOPscnzJZX+VDb3ih6xE+1L2e6ZFRKl9pBhJQod9GcW5GaimZzjiDXhdQ+Z+9ABGuuzi3sRgO6GBblX9qt0tyP21ytsfWx9lv6733r/rAfWZtotnokTa/Xqep1TYx2+t753292SJU5r2cJMCLFXtq2B+1vtKQbnDANAKjueTFu/3ylwlLn4rM/PGMcZlKmV9+R+QzCVkAxtLBiB6vxvoMcsKGiVe+T9Zn3AOuPaWNf+OzcADlgxoEoaRAuyYg/CxO18DrJv1kYWc2JaCWz+P884/fxMgc2b+/01pdeTFLsK6TOnQOO9zlK0sU9CrmVMERWuz8hG8UWpskwTt5OVovmwiJYnwLX9v6am5ty4ZcoLy1RNZEuVSdV7LUvzJySANcPALAbwdU5eLV0A0m+TabhiEjX3pJreOc6hbGmR6+aULUD33VPzaO0ZDuAdJPUDXbT2AE/JPMohPATCAT1jQWr5Afprj+ZugG80o97LT5uBaHGYeAis9GOmC0WC7r3nPCRwW9tBN8wZ7//KWFKYmx83RPydOT/TebwzIqlETZvU7x2og88kutBnd5miiv0kIxqZBbp/E8EUGpOT7xEB9mJ8peQ9zT18w6J/C/q6SoGD8NXtgsjXJqDrWlCusXa8sb7m1PTjQOaaCMbc9VBz70UXvOWfpYsFfVZ9be4CWXBAswZwnsnUakoWvkfNCWjTXue75TsQ9wpdG1rlbcjuMSmVQF9bmvf1q880wD05B9qwcT8VsciYBXO49/R7QAYVdYW1jnLl4JNt/TP97sy0Pt+DQakK1ORZqagX6+VQ3ZEp5cySTDkfc8lrkoGWKl53D3KPoCrKH/p98jca8GbWzydg9AMlAFlYFGcKYDljrte1vY9ae0aDwQo6BUYxtyxTHM4Bb5Rr9Lu93YA9/H9fYWAziE6tXq/N2dxmRk7jTfTzz/m9uiEAIyA1O/qlzqAzrj+A3JifQyDtYCkLYKpy25BsawPP471aDItHOFkQIBZyarIcZbsDaJOQmd297gFRfjeDSW2q+M3P13vvd9Zo/NavtyATfXQFOHu382dnmGpqX54qS4UYMDJW/JyHpzIfZErkgDocVOuC1PLzeQRlIljdu/kqA2O6QAOWwUQ5T/RQxYefuQ8uDnf/5mKsdQCXADJB/kGwty/b/2fBHXlas03O7j3YqbsF5HNljnoUfgetad5Tn122YApm14c+h1MfOA/L0tg91q93T8Y9QUWMq/2o+6qa9p3v08VPcZGNqrlGVXOMd5+sn/hYtQ0tgllZ8tquzYAm3eQE59SK3TMrAACoI34CTwW5faa6+0ABhpx/OS5DqkfWzExGMMlDjX6tkyCyrQFEXwz1IdwH4t8AYKjdBJVBGxNjv4mPbzjX+7q0dSDgJAOvgL4m053ADqwFgNHcL0rQLCRnq0z6yQF5QPcpk/USa8b4ziS4L/18tfjH83MweF8viLWzA4nrgz6H3O+zG9YMzAYAVoCHZbQeKUt6drhRBupzyLbsOyAp34bcpdm/pVuwgoRIt5W9rw8Ao/+lNcue09zJ31xvPXBkPrCtAFqVD0DWbdex7Hs7rNO1gkxuGVNT6f2XJQGiLRX+0pX1ZimTOSvWAEAy3nrOoYNa9jv90Hv2AmT2AlEm8u+ZfuyK5LA2OI7Lpb8/ElGcNlVw56ZAU89drkOOfzZjv0ZAiFxuY4l7vgaAD98ptkGT2Qp2zaBFYprMHgFr3mIChgbrREFppAMzz9AP1si68nkyjsP9xI+c4HXIRqDA3qf9AAxn5RcpHtrm3xCAlyiepAoi0C0c1cc9IXgOu58rnFP7IreBNDlysobgn5h5RmuGVj/U9mUEOYFrGTdUmptP/DLTNaAsGE7OYsOGTu10qK8uuUOj2eXSJ4rPEVCuke4Uzvkbn/pG393sD5D5UtVXa/Z3nYO0OM80XTHnIsuxAk0B0LRDNH8JsFV3ArLRZIHtsOE95m0KiIrnqsvHgW0myIxaxmSYmZaGfq+Hdx39JJhVN4fs4+xjGWMdAKc7/N2lb+z5GUtp7CEPMApwBtJR8eL9CprfNRkc/lvvGYI2ixZAQG/xLux2bxKKQLcC/rgMeQe9CFMb2jqKdYUihGMT6OxDCd+q+DuEJ5WXGlVU7HqDP1x6WVAm+17bnWwLZ3sypyHYfI3CEtzfXCt8H8XgD5cMFLPnK5KBVj/KuFar1OXcA4Pp1GU/53xwXc+MAe+hCvRZc++m2rfYnN/VZpIrcj609IBO+SdzT/at1q7sSzYMe7iEybl231L0PXzOIp1oymXpyobfjr+TQJ/0V10CTEtArjL97VGlH9ZMgVj3Zi5PS9LkF8hG8Dz7neq/GaiVsiTmlFkGWBZZyRfO+yB/67i+WWiGucLfvRsO/sGNYl3PS8FmpgiflGt0konufDPTRUUlrSITgOXfrPaoZ6Caiu/tOWUuZ+Y0PhtcvniN3lM+mwsCvJm4n2NMeTQpF/xOZfAMAg/3PvnM0YoakSQywIrFedJkcNka+MSKZpGjMq6BjqqQKNAW4sZRex5wrvk6ymK/rO2srIA9v3RyQhUavsv9ZE/wsS/Xnu5NG/feEsoS76sZYpbjyxkqLgJdEXulfZnPqzAc7S5LM5Of1TCmqZG/0xQkEOHC6GcGDXFD0Jk3s/0iJruDxywNq4tLTJXq99n6EZW7yK6lwJgWtgRpZX+sl7YczJ8EHBQEdHkY5kLY6VkICgOhwNLjOwKZrP4VkbJprlc/VAtf30gxZsDIrAbIzgWjwmh6N3nN7KscADaZ3DC3NVZWAuB0fqf7zwFY6Uaifop7r65leo9Jk2T2i4FRBcYcp3JwZ8aBsgBLaSDUhTFd0NPV8Hdcp1MAlqMFZg1l/1Tb1ANrQQ8ek7lnwJftNfIsIjV2yirbPbT2ChSXvH8yvYu1zm+hLK7dfD6UfWUe1HVJ32CrDr9Q+RSFal2w//KnWH7zIat5+WWFf/OIT3/zp7h82PD4d3+Ve2AIPCDzNQfbyXpNxUmZGP6erOl8qMzzq4eSiRlZr/kSZuF3pVlThmw+kPTQ0v/L77IJgBx+G2mmhhSHbPcA7NxcgNT8PG10bwAwpMIbWET+P6xZJimiZtBe67HPvO7MBUL/z2exmMCydFgRh3WT0WGCCQUg+yJz0/2/+xlnDw8NAGQgdIxx34c+H9xiNI2VvqN9b/3UlFYayKuuYLdb69P12sDzwwUDIszzSipDaswLlYozd5IZuLJN+/PAtCagHEHskD1ADZbzOp1A7qEqV44NyGIzeh+VT8srBQ482FZgjH/wo0xv/QdssXaO+N6IDp/WvhJTyp6btaw3EeTr11s7Q4KkyCBbNFnv7x+w/fQR5bpjYXaLed/M45kb+8EYH7qi0PLC+KFlubPnjnM+lJX/zPbleV7NOsNF9kPTZQDdnKfXxG8NSPCYDuL8DJhMVyI0FMEDGKI32bc9yu9NOV7Vn9SLgDD5f25AgrN4ORntruBSwRbQr4l+HYINoqpKpmNh/6WP2LbGFsuhruN2+o8q4FzEPSLmK4sRxL85361M4mSOzZ/Z+A44N2Kea9kI4h2EZpUAllHBAkD1OcO95Xl8fwpO031jDhpTXzLeU8cpGxdmPSUW1wbHuMp95DPbaqajakBWFJsK4LL0qlgWjBbq4K7WNFYP8xM6GLYeeTqkUuGw+a7j3rbtAWrb93VtDI7HIeIGlJ2VwQK4T+xOZi5AgG+64nCdcp6WJgTrNw94+YNHLC8VD3/8fay/guXXP8T18a4ieOvdnz1h+XgdNXygsy8nh4Mqjcrs5x5clhYcFsqiLJj+t/rVc+2r8qDK9bw/vtY2Hw7zoTUfMkC+f1QbqgkdWvX+zmZwd88fdvCB9Z5b9QzsCmjOXM8M1vTYb5TVQKyPy7jOo//qw9vA1xqm9Q5ymxuB9IPA/I4ClNaoIc2fA3WD8yzQAGF146H/bI61u880cNLOA3+5Hvswg3JAgqnmuXa4XzubTreFYKttXfuzbzfgJfI5Lwtgd9IXcb/yb8obs24ydh+Z0Jl80HvpNWefp9wtR7YUGAvE3Pt9u3K8RqxsQyuly2z+lHJbhzAD5eyPjY8K4qSdIZjYbEcGc83y9Iy1D+C6/fwdrr94wPJc8finH5r7CoChMiKfvVUsT7dmlZsrsLH/yV7b8TvIdztaCjYBs7S8ONDWFpUt4OAKORAKJ4rGW+2LAra4MP3hArxcuwajSFtYqkzoHCws/52BQaxBH76SA0uoPkQ8gBTB89rZjWAuO2aQiNoGBl0ms2mkYTJ/3oZo99zopTQz6d6c5Ttr2YGQ1ZrJrvt8XIHNYcHkjab4abcU9fHsabZg4bcq6b3a8Bw2Hcyn/iIRwDLQ8wxqo1vCnQ3YmM8A+OoKACT7m2YrgmzmRY0+Dsytzi1/w7kia0DATuFIQHKZhHUyw6IcRUovVpR6dSNYS3h9++V7lFvF+punJsgkc4CbtVx2ITQ9iwagm7b4bO+VejIHINCIlzX8WoEmvNiH0kEt59/2YIyLpZC2W09pwgAuBlyRUVNgbFdvAtHjIKm1zxMFC32ow8fr+Q/f4e/9cyu++fuGP/r73wVD7d0VwAyAx7zfsP75911AMqhLTVZcT9wnVAhzqG1tZGChFHlIV5m4LjNuUFHW4BNgzPYB9H5ov7/WRpnNmvXbfv9ayvNaG0CUgzLBIn9vLYL+NNm4srlp2ak4WKTSTHnC2s792uj+MwU+6UGrgUaUF7x0Dgzi9eEOpqwk+2PvHkcASWCo4yP7fGdc7hGZ7bWlT1wd2GoPaskxTuzsAOhGQKP9zX5FyeoDUGCLviaDTYD56VNnZoHhDMoa9hzTWXCQynD1J74HVCk/Ixi25X8/A5kYPwslxi8L6vsVtlWU5772DrlazY7xBnM/RM63MfJZ6AyrnGGau/XsvuoGQeuYuUeQbr/eQucC0AO2CGJdnqnjlzngPNx+9oAf/rEVDz84Hn61wIJRzaw60f/GwjrKy7WdWww4PHs39gpwBTqJCKTi1+YucBD9vMN1xU5cBfI+swL0me3LA7bi0C9P3n0xeGDRtCqoOw8dpZrXpZVb5SDy1h0ojemdZHBWOrVP53ia5Vn4YJWgLwrN3GSdLW3feyZnTlCtCdJDePvDBfZyxcAEcrwaeQ/kBm6gV+tWd3eEIahL2WJ3ABXuknpFA67EF1arfKVfrx72VBz4FvWQYHJuZWBLiUwB4m/L385sqodJjAtZWOUhiC3WTr57znH4PBrHPG8SFYQ0R7P/ZFh5HRuj6t07E6uAl2t1aYDNI6DKnntwFsikoCvYrmCoAua1C8YAuBR0yQAwY8RlAQyoS2lCiwcWfx7yKgUaheOQN5b1p5vWblsHylltJlxf2v2iDCwPYrOhCleCvsvSBGutePdnT/ijf+s9Lt/dsiDB4FutvuzpK+tdoE6uFXPBicGXGtzrreRwi7rugXtzNoo50JDvWoNAB+En3/2+RTs7HCh7zIDbrcsTr8HS1cbEXS5dw9L9tDaF/m65R/33mb+rWphmVyoFsKUTD4McGIDVcbzOlHm0Ruk19AvlOCg31rVlquHn8TtbF/j1BPjfczHQvzk/lBm7MKSa/ooAfUhVFUrCrHRwLsSClwrgqW+xxCxw3marxExekATgHvfaATABCp95lhbpNRb1tXYms4GhPGt+t/to6j8DzUIkzM2nfnkQLASi7v0cOADXuc+vNY6H2WZCxvOUp29sXje5SGhfWznyisv3V/z07wHrpx32cuuMqgDXvj53GK2JnMcZIOtv2Rf998wKAx3D0HVQzmVbPNeJFjtCZR+EJPwR7cvdBlhtx0PAbLGgHx+ADaNPW/7MExjZEmCRh1L1NKnTx9JbBMq42YFuBgwgpP6SBH3JymQqrZK/ZVWt/B2TSSM2KidUQaw7gEsPcOFkZ+BWB9k8iPNwX9d+KCDAQASi+FyWlQEAZsggK+/jTnDI9F4zkwuIf24AKQJYst0Tgz0ztc2EtLR625yjbevRwGL+yjKxupjjENJciXndYsfgAGqB8nv1q22fiX8bW/hfYlnEP2rcAPn5rJGLOdFuOx7+8qmDvwCng1mKGysZzrhfRQ/Y0nRYGq1Kd4SH3n9mF0ig6qKVW++3bT6YrZqbQhNgvEd53pIZxg7gYR3NYDualSQYBeaeZe5abDXLB5YfnvHND88d8M55ehUMEkCkErGj29bQ3W+i3GaT+dYZVg0mRKzbCMYcfKUFwKYyRBlisp5UEOqa5mcnJMNX0/iu3IdAmPmalFGR8QUAun/9hAxV0WO6Jy1kcO859757DQBWB9Yoa109UjrVHjSSrkJ9nOz7IBH0wFaAwLHmZ6UFSfHgZro8PRe+tFHeEZTQR9DLyGDPh7kG0AkxBGBIs2h3AoD7bUOmhz+5i9vNaSlgHeve04RZ9PE0J+29+RHF+W72gLN75N+WoK3UrcvhO8Qey28DXWYPqQz1t+zXDI7ju0xBKDJbv88/ff4OcFg72kvLw23eSL5GLtjo7pDzUzoLHP1Kd4IgJaw61t9UrN89N/dLYrJ53tR1R+756jomuUS/aGKngfyiDBDXOV233C+Rrg3OAFp73ULwGfvrx4NXReO5+WJTl9IZnmAX2zuWgygEXabHMUsw2W7f7meRbD41zVkjJ7ij+V8jaXP8/cXlpAcYHBz49aWke0OYVbgYlqWxD2SWCR5l41ukK+m+tbUB+WkO2mI4MbPlHHcthqlqMt2V9dytacag6Z6LXBiQwbWBIIt9oa8uL+bYI/J7oPqZf3dRpi1+r/3RVr2PxayzabE2euqtZXx+TkPpzv8UQsXQ072IEFRzoGrr8W703y0oioFKtbsBVAALmhtF8WGNU6Alw5maZYBVglg+i78t7e/GBMu85JxT09UXEd316f+7p4tBAty9a+u2763GegBvL6WV8FuWBqBvTQlL0Frr2O+ZrWAGArIt/MzWrsAByNRBysTxIBV/8GFdQPaOrCMs4Wa0NEvFwYdaWLZk7A8MizCuHNs9Ifk1tbPDdvpsSLfE/5MEUMClzSz8+REAaPvxPsZqdVKF/o2Ar2EN5J6zPNx7EnXvyq+6wNDvk3OhuC0UI7+2TBqZOSAqU332uNiUgfXSA70YAKqkgkZbn42f1wjAaNWKlga6AfjLCzLPs9wnrXL6zHzWiX8i51bdHMqSrgengU9iCTz0mzL7jGk7Y/7m79sgxrLbs68rZTb/GXIsi8zAAIJYxQzzMyeg2tNiHffS4Pp1GDN6akRUYGtWMeYNR/Eus9fSgWvtoDv7ys+ogKV1+YiB+vP5uZxPZ8CW13Nd0SWA/+Y9qydxBGAkxDTWgc/WOJ4zrHA2Z2+0Hw9ep8O5MUFlOrwiZcocbEMmkKCV6ayCTXTUDqoYeXpPO3NHSprZFxYYJ2f2b117pgH2j9pFBgNsO1BvjUGLFzeYz5nCRJkpsowURrW2+4hTtmd0q5hiVEPWQK8Afn3+GivrmQ+uB7wMLCrBuvq3AqlgWDCihzy3k1l3NvGmL7K4OPjWgXyCWGlD5gR+x3ebm6V/fth81XvUf+Zy7Ixg+rWqsFOwYjaBzdBo16Vr2HQbQE2h4ejgPO/jDl8QhQCs9wuAXwx1aWy6vbTMA83PKcBlacKtRHBVYyyQwJZZEYaxhPtDfkeg+1DShYBZCg5N9mlmEKDPdaTpsq32+dbk2BzTusD2+H72H05XDtmjPPi3TZRZcVfxKS8xLSjefO1SLrDWO+UHlRh+pvtuHu9ZCreM5D5O01fV+F6D/RnaDBITBPoIcO4dKgoUaHXwc+bv7sFFq9PA/DVXgfTvZL/cuuwku8P9IZHwjaHkOdECWPzlpQPHGcQz3R9GGQgPtndZev/uBaK9NkagAz8e9By+WavcpzlWz56jIMU9LRZJWtQlMwc4ts7CBuOW43JH5szlO6Ys5xnGvLiIs4XPUGWGc30Y5zlwHRQjjke/n68v/RmDzA7ZNzClZ+vTHaDMFv9XvzQAb45mfUowhwC66EDVwlrLV8Db6LMrehEifqckRp8YWDlXflpMRJwt7YO2jQKoD2XOqaQp+GaOVbrJzHPyFts9dEaUKK6PAVfNPjq4n+KKcj07+gZ4/Yz2xW4DbXL2YRMlUJg1AZkAUs5ekL4dyrwCyFyqYG1nmlAJ6mIxcvO1VSMbABgFwCJAMRhae3wAXq4ter6gF0bgCxetzh4exhRfC2tiTyVv+X8FgDRRFTmMGdGa7gelJ90OoZaCsjoOOfrU33XvDOkAVtd1DORS94Zl6QFcPNDchYG1QZjN7Ff+m+nGAnzTFSPvRxeRCApifzknQ/Wvae4ocLN2NpsIAlf/zXXpZYoVAHv4vZo1f08gIutLfs/7+sMaGQa8R5dy7e3eGV6OUfxR6bNHLxVWzqoPSwOZUZK1PlgEYgFld8C7wNofmz9sXQ3l1nIKWGVUak5A+M0GcC2O+q4V6rDawLdfCspLM6n5Hutwsfas257+VuMBGZJ5E3ZtKfALmnn2KpYCzZYxVNayzs7LOxjAT76XMDPFYd1LNveDlZkx5pRqQ0o76K29K0u6j3P9fMXolTI7/h6Yl0EBiflK5aCzJYOM4H3YlJ3RJP4l5D8T+J+BWf38Tg5YrGsqUHa59BySVJLcoZXwDgoVgR4V9sGXvsuMjNQvS/NFpP8e5dRbjLKeA7z3WVOLgLBTtvgICu81smLcw2Y55367tbOT4LSUTLmY8vTlJQAtnx/WDy0wwD3pdfTzjeuTYWeKLSEIhmu1mY1y9HBuT/MV8Qqu+15Aphu/l98c2Hprsu3kOrcGYAsCnAeR4QGaWxYXQ6uaZd1tIFojItpZYRUoexUXk/bsXnUrfl/QS3pH2XBfRKGsHFt0m3t1xop8Bj8Xhd73CttkPud5Ppvred40GwXutHmfK3idz5iZmDprGhD4Rvty5pWNBxcPDNU2FDTSjWAZwclQQYksW/jVDL6cwTgectoxQXRGfsaGzEIG0pKV6ddn6ioN+tDk5/StZZ8J/uiIDDQfQ86FzpOF83VsOtf7A0CpGMF568vBB5UAdfJFUmY6QaK+o5PF4rVGzrkOsDk3Q9YBm3xbghkfgrEQiqmwB5rw2kVYJqNNtgRolrdgmh1TAQMKcB4y+7S2zgTfbFpOjdnShOzLAn9cUkCw0klXvgJoxuDIblLlTqFGn1UR1LZX1LWgPkYFgPiuXppArKv1NFyGZiqqDkAiYr2BYt8d9VJQCLxV5qyW7qVlA+plaXIy6pS3jAOl+77F+xuEfgmfRndgt3yXVASUzWjvuHTwQ6DLeUMf62CyLaUdyBrwpS391WVN8MDkQDi3uu81h6u878EViArNy1UA7NsC8Xe+KWjVlsqI5OaMtd6UzNp/fwasaigg+q4jUp1+qneB3xlg1X6F602/Xt/xdFjO45l+Y+vagK/KSiU1QskcQBzNoNc7rl566B+CzGQuJfg14wF8KqLh3TJ5GIuyw/SNDXcIe3xonx3Sje3wW+3jWLoC4ECcK6JQ8nzbd/FLtyyWQHexIevM7Boxs6dKEJx9P/+t79Ej+HWVKoUacERAOjOK079f9a81tDSEaIxaWsYWS7mtfUuQWSYwDG9zlWDt+HyHBfxobn621y5K1UXOe67YHOs6WgIARF/CJUJIHgM6CTC7VJ7tJeBoeeG1Sh7NAFf+bazgBsA/fmpn9ro2ovDsefruh31inUR5RWR/mc+re3cXqLUJFwUXQAeK1LoRm41gVbRL3QCZn3Tf02zenhuToj48HLyywGb97/z/qNXnIrlcesorHnCDZlf6Zm4d7f8xGEWYODAvqUZYs5/0DQKgrhLsv2PS1pkZgX32+IwMqER1+xbpUUo3/5hmPggNf/ZvGvK6qo+THlDsg4CTOfL7UD0pKpCpC4gNLIcA8WAesuytHkwPl+6OQm2dvkvqriElc6GBciagV9+TGfzCiHw/VHNhOipXTZZg1ZABTykDCJ4E7HsI2wy8co9/IytqVTNQ+vliKJH+qlybI7+5o2r5P2/CKrMMGFncBjSZPqvcYk9SyDNgL/o1aMK1dimw1QwGS5aD/rElmHWmIKPw3PZ+qGUWjTq8KwYsQtYNXXcySMtsUM4yECesL1639LumYFYgMGQNyZcggpey4fettRnAJuFQjt8zUOjeb4EmJ2ZwV+KdalT9Pfb1tVb3ZgrP4MBQkAiE3E9NmIeWYHSS89rWdfSjJmOrKa3e8tdTAEvQuq5Nnrm3wJo5RRCAdGngc8/WNCDxF57KBcw6wzq3LGXr/ZlM/ZiKn14foDp8Gk2ZNyoTAe4PFhx9jsoZ/T//FqVhUIKrXBNKtKu1ZeKkzBtRcs8kPqS2mokdDiyAaJOP/Td1nVJtQQLNDGgVtDwYUkT8gaTdAg5sLfI5rc8t3WXNQgVzsBgJj/FDb/NktZEPBeN68dLIEdfKhTZaX+Zze56/GcyeKSr8/yxbGeRV9/MsA9rm50bflp/+FPjuOHS2L3MbgBzUU2T7kBRa/5593+R6TZzf/WBFIz5ZlBkl6Y6wjfYv6TekzOvsWyo+n77XVubw/WM7nJ+e2zOA0QQ6mXMyivpMk9BxAvdNpwrkQCZKmSr5TnNyvn9sC/HpeShfm6Z9KgFsBDDKCMtmtlmwJBgUn6zwPUwFYgoYA9CE2qWZsfH0PLLR1hc7Cx60f5dUBsA5I5t+Jhidriay7iwkSd7PuxBgBgmgs4mSZqflvHOgeLKMANI0X7Y6AFEAWQHLrd/DLUw/htTa9wcyltYY0xB2Q0aBmOu6GmwHrBjs2hjXslfUpaBsfrgeQBdGFfDVsuyguaGGRaBstfVz6RkQMvI2sl7Y7vCHAl9lXm57Yzwq0sXHA/Bq5bJcV3zXF7oJId/3YGEBOoMgLcsu17AMBLuUzJ8qGGUCWbMgDpDw+1RZb7QZiA0szLlcO20KRvTeBY0RTP/2O8D1Lf/Reb1QWV+i4twWhMhZmVRVink/82msJ7/J59fPB65sZrD374egR/rn351NMwxEwRm45r0vl54PluzzGoGUUQIc69pkdmRmQPVkZ1kRjAqLBztm11tnyJnFwSz82GP8VEgIft9aH2d79MwfVpuSE7P81+t5fsEOAHawWE0AOisYCqpMwmHpjOoAVLOvGORoC/5qZ8cQXIV+exIf+lm/v6x9IjKerdN+GeIbqjeCYu1nQMp1w8SqB5AtkT5RG5V8P9lnxD1p3d5HOfzw0F1t9r3HTiylER9VcncrQQicrxt9/htBtl8MXlNoAB1gqjMx2a4ZvNhU5xwTcyJ+mABGAMuNg0WAzxT4lM/i4VZFS5k2zawhm/WUWbo5KPjILIkfHcvp5bWSbJ8vIn1byVrO48PSo/wLRjcIAhbOJ4f39CKAbFQOsCy9jGw+R5gwfT9T0niOI0u1Rn+pbLQo1VED6xW/SqvS9PNvAW/JkBW0n+WLzSwKzA8X/W/vp/ZNpS4BOm59b3zPMm/J2Oo8EMBvFYA3zZYlWQcG1lsgFitbBVCFM8F0lGi1/q7yGgPqJYKttO52QaS5QgOq7qNJqyBTjqggtK12haN0Dd9izFabEDUEw4uozFUd9WEZfLfgbWyt0ksDyb5SGMf/b3sGr5lbr/oSqcQSSAtLffibB3f023X9cD1QKVCz69xsjIJ3yeqQxU70HWvJ0GJNRnwOM/e1tLMDiu2MmQGOAEJSFQIYLUln7Uzuirw9guiRoWWqNdyCbGB1Lfke1WEXHEG0jjHPmTvrQatNqZyhK9pr45v8Bf2d9HGXikbz/Mt5OJhYX2uaNovPz37ENXT1soKB7prZ0pDbADp7PjOnDK4ssf+pWGphh9cayQYFL2csHv+O57v2Q+X7gmFNpvk+3L7aMzHIVk1hlXlV+f3S/Vtd3QECW/YsAwIgDU3Opt1/+l6XWHgtpd9rxbAmB3cK9yAaMMa7VIyKHM8R93Qf8PChNdRWbrbW7nYHHPcBz1Z+VqfrJGgW5o1E4LZLWXzc+/b42NwJWVjJY6+XbgU85ATWfhXcZdLZvpx5Jd3PTXtPWEgORq/1qHUGFd2CpgQITsKgsX57vydztwZotXJpmlfdkWlM1hXYfMxPSt86KQxgS4GzUtg+avC+baMvZpjfLf7m2HJTErQSmJOOp1uEsmbrGPCUL4v/rnsAngV494D6y5/AH1Ysf/LrsUqKujbo4iNQ5fhn8De8hg4e1MTvBd2FI95LBpfFNVgi+Kw0JaR89xF0nxhcE4AxI4EuzkgJli1y4XblZerv0vuTwphaX7Hmv8vPPYoEeABJstMMuLLuN+V6772CqVIGhnU14Bbf0ZeJgi8CowD0YCsghWBGB6Swbf9O31qCYndY+Ko1FwJkn+1a26tdAlyGa4TttWUW2ON+8TciAIHBBXCk6wIjJ+lyAG/3aQLteMB7iVrmG7oyxLFSibEAu5E7lq4b3N+aoUPLKbswtZlhYM5aMLFljl6EI0sKo98nAdLnsIe/4y1ZF2UhgSMwnT9j414Mq5XONVMv5XVzU6IgFIomC24nZ8eseAdg0nykERORVYSYh7pMY/kcZlCuZxCUS6yDPT62Klu1nrsPnFkGA3j5uwu8FJSXG/D9xxEQ3mNW+T3HcPb5/Dd9iocg3X0CUAL29tqqfJGdu9GK6aOb3N7ZWjK5OU+z0qhN19Fb76Acr0mfe7PRZaD0+6ava7KUNgDLu8/kb/Pe6Gb+VKyAGax4QVTM4gdyS1cQGZ8NVgiO9fgdlfkkPmCd5BCZbSV8ann/3QdAb4ze4h5nyWSgA9hkX+OZUx5vA7pcL0jZm8qppolz78oOLQB8bimjdTzjmsTKDjRXmmGSpc9zPvipfTnzmibMmDA62CqK147Qx0aZmDycgo2lH6nZkBg3HYKXkkE+KeBqCUC590TZ6evqXStMoNnN9MoCAQJUoxiAhUk1xwNgCOoCUnPJ33KMk9A5K4+m+fYyY4DHAgGQ7g/Djawf1FNqqSyPOR/09w4kZWJjPrTYQTKvWgGM/k9p1m/oK10aZLHm+KQf+V7T6R/5LAAdtC5LF2osHBAKQjfliILD5y8lHdebYOrmZb8sw/r0YsBlFH4gOwmM/qGLNUFOoGc2lDRsJnsLcxSa3Ngc9bF0Z/1gWxvz2f7dokyRAsUqsFwr7FYb85tFE5ghoA6lDN34jgCDoTxtLeBsiawEIey99MADVulCpZAMYsAKluctmdhyi8PrssB8a8D2euumxFLgwTq0cqNy4OphxEwQ4NfxG0DWUG/cX8Z7xTrPssFiiRlcYWZgQNM3U3f9vrU2zM+d7++1ZO1Kl0EYlfJs8/0HH7ooc81DcvjuzrvSfNzb1ipghT/pwADmPeW3Z2zsSUtCgUAwouqZj/VQYeuen6V7c0FzD9lRG0HC3JjqanPGQH1uS/Kowp9fMDDW6orhtZ2V+dkua6BmSVGWeE45Pb9XPfcAAZU2/lubMov6vbKNZgNgZcuqhgScGH9/kNl67aQANLDLuQnCwQxHRq09pqcubP+2isiKZJ2gCOtbxiKoouzeAa72p6C5GoQFj0TgYB2DECKG8OvFmEfW2qDsRrewDmC9tvSMIClRx/flnysOOV/XW8cDswUiCK2D4qj4Isk/G9MlqhVG8Ur1tp5fab8d8wp0MKo+aGqynn0cBNwZDyTEZJJNBIJR7YMbyrxqBDX/P+Q/nVJj8XcErsrwhc9m8xNas18AOpBiGVsdB8caQoiskuZOzdRekiIMXrtvH++1tIpCg3BNdwcHisOvV5Q//00DDPQL1CCvAK4ZREZArWCWC5c5M7XKEdAjUTUP62IjYyIuDnxHmkrLax1B9bKkdpaKghRaGKNqRZDTT1IyQeScw/o1bGYZYc/CA5qc39eYkxAE9dJzpfb3Or5bLyEYKzLPajPPi1acz0cyAV6nlEKGDNTygvBfRdeoA4w24e2oi2Gh9S58aBOwGlADqPva+rCXpaVo2RrQ9NUk0KsJ2u7DRcCL8MH11h9r/rWZA7S0zAgW/tep5ZOl0SwQQKYty4Cu+RBTRUXWatujlB1xrx2A3w6KTx7Akic5A8Di1mkV0Wjy3O9fCBB+R5pVeYfACG7yopM5SrYb3a3LY73l3pkOr7eAojuGRP8/5rd5TSj6Zq2yox7QZq3DM+M7m6rnsV8uTX7QUmc2lmv16ff32rYBL1fYujRg83JtqRXr3ny517XL67OCADMzPhMR/JzvdMhvHGfdGaPNvaZuEZKj/dUCE2KyTrcKlcMzOOVn898BVkgypItbQZPZVDyC+UvZtRTZ6Lzn+Aw1tXe/VPR/K766A1zdKN+R3zeCIb4v6Flq8vrob7XpHWEA05TZJCqcabXSXcHyXOB9KcPVRZcMbzsXYonkeOVCoL9f4i/+Pa+zuVExAHomo0VIKsFfybDGv+/ujSC/SBIenqfE2cMD8HS/e19cYctprmRngRG45kAmcKtAyn0AT6zdnLlRAWQ+SNXGaerXJNhTQMjADKpJekea5X0QnnH9WsZ8rEBLt3PmPKwLYCpQkKZOs/QXAQDforweAVyA8mE8BInVod7VdLsws0w4T1B8AIMaoMW+Rr8yVdZ8eM0BaXQPkMwADaB6mM4WHFiSdDVov3O9lzK8JolA1FUh/K98XRIIWW1KAp3bm4md4LpEJakA3s9MWi3KFB/zsDTTOtADjoKlLGGiT6tMKcmm6i5xWf8AMrdfFhHYes1qXwl2LQEstXeraExsDTC5eUatohi2b9eW63VvZiDn8iP4dKAuDWCWa3u+X/icxrLS59ViGWnAGPPYWuSazfyEQAOtW6ToWlruWTLEsHBPoC+W2dFVJdZSZmiIMtDpvy3uQWOOZ4289nF/8/5LA7u5pyaFLCOouUdoVj6xfHxVLeb5UJwAOAexbJRt7mkRMaCBOyroIQddmbo3/NW0X/kcswBdAp70Ptfb6B9dDIdk+byXjkeY+s/tkz0+tr/3vSXqZ95UVdzPmgBHf35uwOzxoZMfGjA8RfwPjWcZLVDqI8lMMg+XPvezD69aM+hiR4sl/yZZVGsf3yuuEKg7/Hnv8zOwqHfGcdYIXHmGpS39CHyZczUDkcjSFeD/x97f9NrWLemB0BNjzrX2Pud970fedNrpcuESVahQWdBBBQ0LgUQLEB+NQtCgkGjZLoQQLRr+B7QAgUpgYYkGDZCgDUJ8SBQgUQgDUsnI8gdlO53OzOu8975fZ++11pwjaEQ8ETHGmmuf9z2ZNLjnDumcvfda82PMMeeM8YwnIp4wvepis7l9gGmAcagDUHUbOPxdyAFRhFRiAMeWzw6nZAJQ+Fy6nxpaowY+xwVlgeekiQCtJrP6dWVuxEh+1FjdqOLFfzS9JFbczgoAasjW8bx7ltgeLZYAt51j1cRh7yaIKov8e/B6FA9yqCiVvjEskM8QMdUcUjC1P5nOq5QHaTYMBSxFHGl1jxT0X6swxQS3NECW+2Sn7cFLumNgZLNAgIPBOH9hCDa+qMnUDhV8QrCbwHfPlUe9hhpzWq+dIIo3xJOSqtwXAeJsfEKBofTf9BITKEhrFuBfwgQCwLKfRU5LTqdYVQ/xxbx21RLY3ZEVvtYsrUuXAfcfStnKaPTK6n8G2ckqy8Sy+njKCn33lOV5bW871tKS+eNq06tGReWreD40YqaEzOLmJWHdta6rG8cqcu6tn5KJFD4vgpCyGuKfAhi6YdyA/twgu2I/k2Ww7/paZEskLs0O5WPYz2IJKjSoJQtWdg9JEIF0S9Aaqr6AbIBN2rYYVzTeXkGWiQWCjU3WQ3LDrbs82A7pbriqiP1pzXgq9ExM4XN/8izoWOz2YfFy6AWIjvV8xto6gl2REbQe2aYKXN9iGT6DJkfg7S2wUsbL7o8itHsrk9PLxERCwGNaIZLZyPV8PGeE9WTJbu376Oqe+1uZPoZ4BRADDuvcfwy43rGyBVDRM0dGch4rzh+9aBSzqbp035RgxbbvOc/w2HPic/TPPmOlK928ahGlyKoX46jVvu0dqrcxd6M+C28lqMW9H68lYt57v5cbnFlaHodtLjzCrjKnguCzANSGnsxlXKP9CztJ4AoESI2fHQFwWTwAmrHbgzLLYJ+BOWM/cx7Mk2X721jWsrHdwwI64JUa2e88QWDuANc6hgvUeaPuy2tHg2iWPZfeDjwQSOyiml6ZR62C3tlL/FZriy2y7j5vGW89ez+OvAwH7U8mlVUvZM5ur+46Jjm5vmmNeZhFd9E14idrqdO8QS2BFleQ1P+rq9U4QboYR4axhW5kXBOD0XWHsoIXY1xpqCkRUvtdk7V4fhq6GbTH6sfc/kOsSG9joYIqUcEKKD7Rj4lK5XzdAUS9F8yeray3369gQ0uowQBqyaRWEMGYSY5/b2kYKyD1/hJkAAliK9sj55Otsqq6ABm7uDkyJgUVrUYpq3eyypEdTx1VAUR36Hk1BlYBuXW0DsvQpBuml0z6rmg3u/52zed7yCalbd6n0n2rGSnZFf3ccrUM+0lVAIi77P17BZIhVYV2M3CdEi4N3qc0WP0kaWi7RrUW6dZvXSWUDywuyyeExbVuYcdbCoCn+03bksmlt/2eYZkYzShLyPeCjdXQmBhS3wdnLpTVegKg1rhqysiN9iI8DRVEbZv1iwYyqobh82113GZmErhPaqsTR2sA9pHh9ApXlMGS1SYpvcJsNgXL+TxM00MC02JrhokrF9FvxsA2817pdjU347JgRBr3C9Jo9fofhU6IZAGAkvQaJIR23AFfIFzjd8xXBXAbtbg1v2MY0xwXWI/Rsw92idOC4BOY5mH/tvg8JKN7OMDPYmE584JxXjyi2FNedwGEeoCNa0ltNGc2WyoIcAEW4LOeVwoh0NKGDgoA9VzVC3HwiIUMFjcTFBCtNqkEkPeuiLh+tw5sahAd5RhHIJnhCBEuUK6Zn0vzXB0Vc37SY+aYQBpte8EtMt0nPh+V6Szj+NAWAKPWfoxfed6GRZBvVzEFJdh4ruBBpnt0exC+wsO8+e1brTKogA1QE+BaXEclmJ+TDCWXWGowgKF/NjQyoH4DZtklhcWaal0GVXdJHcxBDLrlhMi6zpLhAnMfImGIkzK3m1nY6EM+BEMMKCtzMWvVX2Yp1xeVU9zVE7qvMFKjJjlpiVWKRrDPexLX0XOCLwxtuF+1ZPMOY+Us9jyBNI9x3ZCuD74UQACNqJg0x50NK8EGpYB375lBzHFx1hQeNqFcsfElmpNxVLNSSfTXh9WNnhXZ8OOqIN3oDnjF2MzWewTRUw82DDJdWvwsAF8zsOhAULqiXY1JDb1WBfQM7CdBY66TG6xw/8CAKdUBGDoQigYCQI3FBRCThMXVAu1iwJkSYLqI1S1w0Ao4tifIXhpEnDmGMc00ou1irn/rgyA0BScpPF0XyK28E5J9k47UgC3vUyT2caFW3GcA7ifpnvHeQ0W8dc34xG0HmiYrvJeEss+5VbtdwwUeATw27dDbnnJtgxetA+00AjN+x0U4W7y7yHPzFGRo68KYx5cDMLdtrtBh9kRvt+zf0PcyKX9KI1jt6ka4RSlXvRZQO0/oDu5FdYwx5TXse3qd2M/ZdnvfQ5qqtQwXKHPqMAssTiZIj7F51CLGdZi/XHIJKISHL0QW8/bputi7JQLcNk/YzPEydpKA6HuM+/e9R6pxWYHHYl//HAj7GC58blNlC8tnLPaSjK1l9gs0WFbGwKoztCJFBpHdVgSwrTY7CsbwT8blNgeyAki3JNmIp2XIgb8Ks80e1Q6IuRCML98F62Ox2fN4H425ZGzuvL2si1VtY6hmjGMhsZiUTbWC6vE9Oh9DB0qbiyrN7U8nbMCzKYfvOWkdVL8ZFAU4yHAgu0jq7Lk7XRYrL4qy3eBmJCAqwLVmtQO4d1f1ZsaveShB97teQw+WFnE50R5VouLKhUH9Drx48+y8pMnLal0SyMfxC7BT1Xvxdk7atW804pxY4jwtzz2D88p+rStwveZYFUM8jHXP8zN2926lzxX2XuKrmOgFDPfExnjB/lvvcf3pE97946+B2weXelpyXBn+8HTK6xFNRYC6EgdCo3QYm3LdjAdlEhY/G+SqGBfVqrg/Uj1ALASh7t9FzDB1xZAotWAApfy7geAU6KtXsVLr0740tN3YXwBD0kA/ZULBcjF2eH/Ke7afBe0MtC3ZYwJI2eEMK2AssFh4RFe0DWa01Y2JP1Om3eq/i7hsiwK72EKBzyJZzsKi67qY90V6ZuMuzd7B7tXuyJRLgll4kt3sCeDCaW56vY6JAHxuyD4csC+fbavvRAVd1U6yiEu8g860NleCaC2BE71EPEbvwG0fEzkqWzifqwnu3NR3Lvg+fj5PeKpjCMF8vUftLWa2NpIzKpm8wol8gwGlEsYE1UgEDlmx2WVORY2Z5aqLgI5xAUDPR5UzPHquZ5Wa+tkwJ073gH1gku3u8/eJc/1i514W9C+e0E8L1q9frWpY13BVRwvmL0HSYJtrNwNoHbQAXfafVECs+Ut4uBoGRi9iY3v+DaAkZxUXPrvT097GZ+oH0gpmOW7cBqkqU+ekJbflXNBPgr7wOEDbBMu1ePHE7TGT13kezlNxiZ4EJkibTXIsQmDUhrG7fWehjlrSdrjYKU6e11lDYLpXhZOyqNq9JLEvgsSTEwEcL9TY+D5XXPJG++SELbt7adTi5GQbuTlli/gCRoKVpPu8IS8uLqQCvPoy+0R+FB8XbmwHU9UWzrR2xHDUp0sHV32AayZuEfxVUMibwLhXhhVMklnaO4TaeATv8ImaWZfVdR/D7SCY9abnMAaeI1Y/43ZZhWUxbU4mWlSwS8WElglkcX6GMfA+1yIRR2wI7+nuwLYJwv1bkugoPQMA2Ha01w2nr8WS4zjGQ0yuJ2wxRCSYZLiLXkwloRrPCnDKZC17PiPpFlKEbivHJe4t0K7GktT4JZOz6rFqtw+BtqurGfhHO9DU9fVUreSg2CpbHWBGJiulyjwGbOcxNuuiVJbWDX1f7d/uCVv7GXj5HcHpW+DdP+u2IN5z1d1PFiIQIFzTKPcVLvsCWMlZB710gYkY8FW1nw1DyAYoV9ckQouiAhLHtE7ic5A+n01/Z9B7sKkmh9QG9228s+LPHUNm+G7U+/g5N/GVCn8vLHa06h3Zpwzi2qjJq04oaOqjAhh0fEPrEYiJ6y65aG6Trf9BLnBmM9fKiN/33n/kPCHHVdmq88km7XpNXOiumuFcM+tadbrLAj3C6mqc4Lzor43P//zZ97nW2p+ZNealeJnmsNf1OnZFw55JkcAdQaL1mQJ8vkFed9VtpX2phFD8nvZL72jHqdPOzkbsMOfcaucJOsvxjajwbXeJ4xwme/m19XU8fjCo0ACwcx9TY5a2W7A9A7cvBcsFeP5lx3IpwFdqB/2Hwp9Vf9ZIRjQk7qF3UDGyrrBrii6x8mIv+Qq02xVb1MZxay2TG30coogM5/x1Mc8MtWLLfXqYJNr13qM6tU8PG5gvqFzkHRBlq5QyWjJvAHQ2pqVqEeCGA4BersHMBHvLRqDE49RkInjGGwFUV0QWnDRnjwu4ri9zZRXma6vMZlynpNFyl6bw85IIIEJ3U36G05pSVT4uEXYAjIxT0VKNfm1bxA6aELW7VPfsdwDgmojGc02LgiGUoo6vfXk/XnH/KjsiA7MtsoaxJqPR/vhrtK/XYTxq/GkYGgISuh8l4z1xKn3zUn81rolSJEJDdtmBk/3e1+ZKBK7G0BCJXe2yO1PriUu9BND3bucVB6ebx5xuJmW1vu7oi8W0Ume1kXEP8CnYngXXHwvWF+D0YXoXAlwijOF605BnIXPQNsV+Fty+FLz8bof+vOGLP8x9dg8hWG4lLIF6rh4t0brdS8o3Q5g9qwN7qa1B0G2CYFiNUxf9i2fr74dL6kfeNq+4pcnM81Fm0sW8IIPZEvXYdO1WWUnfP0NeLhlv6c8CJ9o7T8dv2vE4PAKuJVwjZATnSUfLZy1tT8SdigDnU1Zb4/m3Hdiv435z7OkR4FmX+34MiyD/neeaQeYjYCrTuXh9Mh2763i8eX9gcO3zOJWcgLvRQ/Sf9hnIkIl4BzQX0rB7MYRqlNCJ4d5yv0gi20v/ZxpRknAZMsXL8ZbFwEmVWBKB3Da0b22fGjJwaLMDyDweOx439eMxXKu574tNINAE0v7XQ/ce8n53VbaQC3/zdMEZ4AJyxUOmFrdTAmdiJRjU/SzYnszuLle4nUawv+LeNzuREQG2gQNfEQfH5jXbvvBNiacb5wyg3YAlQDMGYBxhBA6yg32tY9zSPqP5vKkIBRmLkVXobbPiMtVrVY9D8mF4DwuRt+8ZJ83QwtNqIHfbAZaXfbRIjOdX7hdlU/uB4HV62HhxVZKG39HdV14ssnjoLVjNw+ziSfdU0SHvnl0+qdRdBizuaGYqRcAqDgPjx+8XyVhMYHy55xWpdpM0qYlXLudEYxRGrVaF2p2BrowsMLK2/JyTNSn3aUUS0lN8sclM+XaqpbQqgMGVz8a+AZ7IpCMzTDb4wU8AycTEA52LERG6A+sk53EvDkAiDpYGmeOBJRPuKrhRhaAVVtPHnoUI3MUgvdvfDC0I1q2hrw3NlQhM2kRLcla3VapIyr5xCL0f7eZjtCvadbPDqoc0bDTevqJcrdY6ZbfgGssNMNkthnM0E5Y2kEi9WXiBAluxt00jXqrdNBbeona+Gn8fyVjabLX+S6BdG87fpMHvJ8H1SwO2X/xBR7va8RdPRAu9WzLSqwAbgqHXtQFbN3fdglQqWIvh8tYut3y+guXmM1+Y1johzp/Tc8CfzUBBxNq9XvMxI0CoIQaDZ0F8cv4NkAWQ9+pjjCbjOreyGGf2sEtI5WJVRoC1LqEKYuE1TGY196Juch8r+qgvtMuspjHbNjK8ewe6T5z7PpYJ7pqu9pnwGMDPPB8pcN0m4NjT08axLJP2oP8MmO3ziX2I68UO3VBkAi1Ragh5WBogpxGcs1/AeA/qeNQqiEetK7BagQedx6SOzVGMor/boc9avSBIkBfzor/f1WbXvgITAHXmP46nPCdC0ko87t8SmMbriu13jZCkOG8cx+3C2sAE2uESBaYVrjCw6rZXG9BVoCeAYQFtB9pGG2qfty2BK+W0IrHKATFJZxXg9C0gu2B9tdAtCNAXwfbOwgrO39oxGfZVWVTKK6pPEjWvA8CQBBYqIdP9rNUoH7Kt5X4N4+njHoshglhKlDpeMjzkA/SWR4Rz0J9uwhZHmy5QSQ3HKSEIhT2U1uyelonIxkECkDCBKSqclFW9iAAfXlLMmcwmy01WMMcBLcZ2AIIev3lXsIBxnARtzHxupzIJFldka9DzAuEkWhlUn6yFnxP4erGCyC5lSAVjR1ENmQR4Rm9DzOmdDi6r3ZSHhwUD8sLLmHAMVeP6wxDtPY4fP6FIlrWw1zFmGYNcE8aGUna815UpjnAMdXdHTwDlLqSoh12AiDpgihKwvMTCvCZD6iAKsONsPV/UXSEw4JsZ+BgNoIiD0+6yVB16XsFKWsJM6vNqlU58ooxyrlxFqmABTAuQWrAdWF4t7KDdBMvVDrq8dmdvfew4R/DxOrdQN9C1hicoFgBtVyw3A8SdigINgALri+0nqhBnCyIEQWHhATTUq2TiBheuWw8QwHGJ94ETmoMHuQMMxdgx/KO6Tev7y7Evzw1UId9+QG0RfwgMFfIA5AIz3v8HxvIzaVGA4oc0AkP4O/x0drt1ss9fXhK41vCqq7u/qxpFsfdDAtTcZkaXXhudPo/jFpu5rrZ9DRuYruejYLk2LYlghSDQzdzlATZjMtb7/rMqIcH6Edg8lzCqeRzYqgSd9+2tPt/1Y77uodJkaYyVrPd0Bht3bC8OQekdcOWcN4BVpK3n8WZ70BGki/XX0F9ojlZvmPcvtlfNhGMC4N2f563HXDuwsiIQ7egMiQLMPnpsgHRB2+wfqyLyugYvma+57sbG2VyoecKkA+vF9ov4XALhHaEpO7C5vFQeerEd1CsnDtt1XkN5J0QS0DIh+k4v+ABkztfC4zkGkvO5LPCmZ/rRM8tWn4EHoSxsHwWvIvJXAPwVAHhef3x/EayyM7OJTMBQHZK2BmkmVTOGBFYOWoQPurN0TL4asui5H13ePAeZPZFcsXMV4IlZ2rgyRX7XJBhcS4pagvnxDy1mlYaK9DrHgcxrHw0MtVMp4RTgVDUrYLFUqshdzClBtu4Y6fS9PBh0n+xexIBAYk7WYh+YSOPb85pipc6MbWrMHrmcvB/xKDqAxr6noRiArKbhUR0TGLhqW5dkmAfjSIAkZeVHAMtj5DNJcCuKjHvySBWsDboxJlsjbpMZp+3GZartZ8daIFctS2Utmq8lycA/l61n/Ba71TUzRgVhRNvN+qGrPwd7cY+5EQuVARGgUXrGrr2f7Pz72Vbopxczbm0D+mJAtvnc/3TLhIa+SqzIaRBrLJcCxiBLGWMV6NlAQQOSfa33SgToe2apckEiMrI7rMJVXVOxis8y0XXBcyezBgwJAFKei3g3GF4y60P/GrfBZuP9/GUCAyDf7wjvKYvBKoNVGbi7yawN90GvNwOQZGkJYutz0N1lri09OjO4GsCbDh6ZofUd6kSEJY2cj7fz/o37ah67sMgP9yMDHEoILeeceuxBo1bvmU1eK5NaWIxguP6eWdolH6Emxhy2j4SD1GvS19fjY3CumD8/AhQTez16yrhgQbDwQ5KdPxNVk7qK8sc2GBe2KWNVbPF0zEdgW4u9icTdwAzeB/Ile5FO1LSt2NS1ugVkYC3vSZHxtDyh/1hot60PjJeVXdF2UzcItQMHqicvxBDJuq6AkOEIMxBFkhkKDymzbdp1T0KtNhI8Oj3/FZQ+YkmPFmP8atsDj2Dbk0Sq56jP5fDcYPQmH7SPgldV/RsA/gYA/OT5z2scvNLFQCLteqHr6mh+j22luAdVFeL1aykJZfIUCXLvYq14Lo+lG/RQZ4NVq3PFS7eECz0yRckgAsEqsp+R2FRd/HNBglmWKU4/TbZeVYXXG7qVjAEG7qWwmmAQno7wBg1gG+PHzSZG8o4VnxkMJmTNVVmaJJB1QD+EJFQAzbHm7yHzlfdR1pQKs/E4AC5k4/gZGWr/Pcq+Ms6yWWiAaeT547lr1oTm81PjrRqsQAVFnNWyMOWWEltUMZCtR+yr7Io5vsoC3TnG/tkiwfxq1fEtq2Gyp4D3cQPWfc8KMX7J/STYnxr2M9BuBkbplttcXWC9WHwWV+gmr0WUbOdsBZjaORFjhYbC7rrRFesjNsVysQVff1qi/+2ygfqdLMebg6JjrGNkRiOfm1nmjPeayVlT3GA8P+VZuQs54jNO/WY+S1HRBZ9Fqzb7x/Kze5td2yP2kZOSdnhGbYQK2MKzFduQixjdNoxucU+0q3aHkoCu6fvWBDi00B/tdyFpXOCEPbndbH45n33f6foP2M+3iu0wIY25F8nueyjWzF4+0qatx+VcQxIobIsmcKW37HTKUIASAvZmq8BAeyoHNEk7/lb/6k8e79F2c84H1Rlac+9QS3a2LPgHT0DtTz2/KiIRaZ5nnZW1PpTtVSMpKWz2vH6dAHLE6rIMbQXaAnSSRw6w26ZWJKFJEgpNoKvlF/QFHlZgYFOb2XPAAHBN/j1q0t/4Xst3nPsF6HBigXkNtO1Vg3weh0IS3H1eASw/m787aiQVt91Ivvk5qveaBMPUFzn9CcHrXZs73XzyjgekjMy2DdnxNDwBTumaBhKUkbkLl3RmFqdrukhntTQCylrWQIKtWUS6CSJbvrm7pveR8fRY3NpPkLEkY8jt51VeS0NvX1u/tSGMNeM+I5yCyVVkX0uGNbDc32zt46TRJ8WGCJloye6WBQQ1MjnWspayrxR4p7wVgcDRxH8+ZfjGEXPDMRYBzmuOFxuF6znGTN6r8Y/rEmA1SgoCvkJ1Y7M2V0fZc+U+gDUCNg3Aa0HvJQM+5EM8AWxXy03TIm/lP4NZpQuqsr+eKGY6snzekK4dsd/7Kti/sEVGuyratZux2hR6FkuuWhDJXH0F5Aysr2aM9pMleIkzq4vHxfZFQuKFILd7fBaAiM2qq/MoXOAhA1U5QUWxn1owAe11R7umMeKYyVYYVlbU4jMC+L1sJsFzNDFyAqdJqoLwACihZ5tKJiNyW2CcQP0+D4zK98BHv5ZtYKEKuXDIQuY+Q2UcVXeVe0KoOACiN4v2eE6qCju2uij/ll421Y/fkgqYHAyFrdoPysgSQNdF9+y6nEHbxPjcbSfNzhXX7c9+GUdWIHzY94Nzh4dxrrxV5IeG0po8JrddFuCWEpLRDhNpG2S53/SwiWSS1swGH7GZImmzHRwPNrt4oaLqVNyT7mFMiO+rm71WfqplYqFaYjmPJicYAeD6pneAbdiuRRlaO6lfkyALCixWctskBQ10t03LPAP0s8kk9lWwP0mA1+VmP/sKbE8WxrW+aJANdgAkzmllruk6hA1w27lkLMGzQH29afau7d1UcSjpyFs8v/sBIMt9pu3k/HwXrjNhQS6MumKQgWOxEh6vYgWGCMb+bdzujfaDwas+n6DLgvbdKzI7EsmiRdxneVpC/y9d/5GEIUXOCYBqXpTCAW158iL+iK2C0iEOlAMyvsSxOhczcuqfydJMhLsgf51vWgAt3DNGnCzJArNuNbep52bpvD4CZvvMr3WIBzWgKrLmmFRWFLg7l6qxiNVtH9fphlZOJ69OU/oRCWfjJBSqENX9VSSK5nsRAGM2LPUB3TypQnOMmZmIJqbpqmoxpq4cMGjxNQmtVf7eGOcEA8FRmUXV3ZUA4CxpCHEr2rahP69pVPk8eeavlWeFxbWKJLvrx2D8aY8EJr/cvaM/LQZKAZPQWmBsqmsnnvaO/XkJuRO6l/rqriUgDDXVAUQV52/yPBmcr6gxsvvZJVlOFkP7/FUP41vZV2O0fT8HzeurvUdmQDvk2i35bQCfyXD4g+YJjv6MVwbWFyNhyJy513VJRQMeu8ba1YRMuq+ZsV5i3wdGiqv2wVWFz7Lp8xn67gx5vWXc5NzeAimAvVNLg2rL5LdW3/t93L9MdFadykK/cGc/yNBNk9VcmIByTd6MCNmH/iqfFRaAmcueTv2ar+9Ri3MBmejLRN7aXz++nE5gCNXD4+4dqldnk7NuPOPFsZRQDc+VQJMMtzvSsp1DvLjAqPPMUfjXHdtcWGDOP4/GjcC1JtIu6bmKbSrmPWLtKvNGu16flY4BuPKnLgv01HKfYPG5uPadKzs793++tMLC0g7rmoQCYF4wC/8q4NbDuPqKlD5s8BAt67ORB0iw7h4BfqYwkGsgGFhugtN3VglSnMEd9nWgqytcfpHD7gnKHsY2h2JkbK6O96lJJJgNY10XTXWf2mqICsb7D2jaainblcVJZc3D2/1G+8Hgdf/iyeSDvnsdT1jRdSc482ID9e8SjylIMBSGhzWVKfXhTGmyK0u6C+uLN9DQi7/c5Xs3JMqa28DBi1wYUCCqT83xd7HCqBMBr7/Wqp4YWDtHswze8iA9lBYDChubsb92ziWNE1179X5wvL3fcjrZKr2uiFQxJK25oWK1oxpnOJSEI5CeKnHFsQp7ziILfpPvjdZWxosGj+N/29O9dNtDJD8y3Bls3wSDpp/QIHjGvr87YQA3ze2Lqx8d0OcF27vF3D03X622Ei7QBO01mW2jLt1toxrKBhAryaqnFpWreC0hWXW1PoQcyhVhLPeT/WOmqy52DR1upLx4QbivmmA/A9IFy0UTqAnQF+D23gxb+2eapWy93/sXixlgkTDOsiNibOHnpNarSrPYYCnxvqznXWPdHbjqYiEkUe6P98sNosxx3rHy7oj41+Zaxwx9qZMpF441bInPWshlvb2K/7Vu6wI9LZBridE/AlWcZGrTEpu/MCa92FyCzI+5/ecCBB9rU3EZaWUynLRE6QaPhXp1Q9aJtk0/o28P+h7zTMvqbapgklmAS2FS25bERe/QubjG3Aj6SYiwrWuG1+0WBiOyBzlCAC3rCjmfzTXLkuouwXXYKpFTnwGSFctiYPoRUz2HXsRxE9wyBCvGrwNoqViT7yaKRwumYqIaAM6OBUuqrYDm7rww0uDs4XjMGSCLqQrpYqWte9mvHkYBZZxrM6A6y33dZe43yzOIPAEysw48jQ314YPN8ZZIa4wxJcX6CoiKxdFq2m1dAHXoRLIhiQo7H2NnY+qvt10L2G+GHzJBfnrejsa3AlVM29Znh+TlW21ONDx6/+o7y+POz+HUfjB4Xb96sV9mZD43Ar4aCAwYy+cvQSQwiccxBWCdQBEAJjVZAPsyVteq+qx9h7na/WEmY+iHqzG3AdSc+SUrqXuPcALAHrwIXg+2EWOs7bIA2BMIlhtcM/8pnSX7gTF3oxesLwqoj9W0M9GcDMT2C4BdzhkPzPkEPZ9CrqUy5OLnsKzNAnZ57vlB8xjcu8S7tcXbWsM+hsaXJx6G+5WfbHsIJqM1KzVKMErAFeNVVukcL1+wkAsMmSyCSj8fJVcMDPOlAtA1wKCuAoVENRTh4qcmKu1q+zNWVmByTgD01LA9L+ZeEjfSmwlQh5ESwf5sQLWt/l4sB8AVQD/5ih9Ah2C9qUlrqeL2zvYBEDqAbTeA3DbTjl1fLTwham4HYE0DaGEH/qwLsL7ssY9toMFum/oCktVuVihCLrfiFgTkcjNDVJIVByASbKuDU/iik+8MZbB6HxQ0dNshT+dM9Cvvtcnq+TsSC6/Hi8Rf5yaXG1prCWqqza7uu1b/9m1dAkrJwIkgw7GASOqsuqJvtUo4OFjC5IEKTW9mzJ9P0C/eeZjSDvnmO+j1eu/KdDAppxP09TIy8XW7ei12pvt+bps9X54cRZH+KMYw27bTybZhWEUAvjJWPPdbjURQJNv6XFNibGMhIeK5G87cBpM99a968YDIPag64eGm5ndHhMocGlY9kny2xJOYOvKad4CueTuO7XvnumYfdoVoT6krnoPHdLsd9ptD565zarbGvODufXGCYT6n2dhm9vDUsJ98bgw3vQHOxecBerIiYQtmc/viwJVTYXHCMXmqMdwADlC9ZLc2hewSyVnLRbG+mv2mkgFzEQz0ZpzrHDsrW0cLL6PdtwD0Po53pb2PVAbKPRnA7SPm1c9114LgW8bEzZlUCKIB9/fpoP1wqawjloSdZiA9G1dWBx0JFpGlT4F4MUJHsAxorAZZpUW1GCFjH0OzbnY5OdvIJAH98j36+ycs/+wrM4LSxhJ+ZFCfznZTKcGjOoqg1yQxutkJaCdwmslZ00MBJEPKcSjuKL3eUs6KxlPsRasGOY7fNUTbo227TeQVuJYHl+x4gHTv/53Oq2oma3hCRKgaFI1NLiyCdS3hDYMrYC55SCCz78bYrTDDcdvdrV1W9wS0WzfgzBcUfLmLvisVBKgsQMaw3oPyd0idAMYQNHMJtR2AAPsXJ9NpVUBalofVtaGzpC2A/dRydb27AVsE7Wpgqp8E/exKAaszp5oGHHBmYUGKaQOpB9sNuLJv68WKFOwnsfg2X+W3DVhfuoUuNEF/kgLGBVXWJcTBvTiBOoNMLdtw5XWYnmsBjBH/FfqaxpwOclnrMj6bR5/R0Nb3qMaQc+HkigV6WiHYzDa1NI4BYKmI8rk2FoioY1ztNlsBg7Uc9+DdaoCsNjOHa7yUhtTLNcEomVkg7fHSIsaNzKVuQIjpVzuxdwA75HxGf36CPi2QW4NcTsDrZQC6dsBkaziHDHGbB9dy2IZnsXimapgAn7OYmPm3L8CaILSvd/6HAiRzftDbbbyOrjCEIbgDAw5Y7/ob/3oCWm5PZrSred9or8uiH5xP5/hbIMePi5ypWciPh1UsDVAmQLdxjMnCqjGBAAZJwgBhPQsMjAzfAaARs19DOVWRAHmqAhG1YeAc0UdZLF1axNl2FrdRhGY58wKYjFVZVq1zBhLw1rKyoojELWEImiD6ravNL9IQ4VzLzeS3WBq8e/VEIM9ZW0g3cvEuJvUV8yIZ7Mpk857eHezjwPH+Hhw/G1BNGdTTKfDHXfGS+Vjfox8/PGGrHng2hgV8AUiZj4K0lTp4Hg5QJZ2092BXox4uH2wem6EFJYZVnQEY4jFrGVOGArix7O+fsH95xvLPMLIA6+pJPA68utpKmoCO4Jwr3XkFQkNXs/sBDIlTDs4iPKEoA8RYOFsaQtBDPeDCaHEir/JUyMVCiLzX29d7GqzCfkUohzPRcd/KdlZvfjEWt1R2MYZiDFsYMn8L0ztUK2vjPsEaVzcDJ11fdYe2q7/oFofKbHKJ30WRmq7+eQDUrTAhcU6YAoAqcOsA3f0OZHUR9OaxSzuAU7P418WY8FAVKO9E230SAsJgqWBMYGgIVQQqJJgOLA0mXJ8zDeNyNfeT7S8RdmDHMSOmzZK6mhjzqg3Qs21HdkA8XssEtZ3R1po8IdjfNbSbYvVSuFVvsTxwqTwxu4j4HPiEjrpQrc8gkCVk63H5k/ZjZvybQL94Bm475Ovv/BnrEGwGogdD/wON8q9LG8DNG5MVwVLNcmerMaw6JpvGvmJJXnrFYwa2ygKG+km125oVqFTN1q+Lv/u+iCKDsyzA6TSCXk6isyrMD2lur2TFaHtp+3muqewtWgNO9x4nwQ3q5ArDD4Z8B2e2QwIL8HnpYBJ/wHpZuMCe/aTeMW02Q3heL/Z+PJ3zWsksP2LW3mKLa9/qO69Fzmo4lv0nw/1ChhZUcFVDuw5In9rEFyMBXB0Mh2oAQ1s2dWPMbPwx5lW6DkoAYbOBOB5tNhf8uS8sYUrhzzeCSTXG1YdgcWDtzGk9j8h4zO5eQc4NcS5exrh5kCXogmXLuZRM6xCC0cv9PrqP82ez7aj3RCQ8l3eNyd+ljzit0Nbv5pKIua39eNA+WW0gKvIEKPFOTJJVg8u9HqYAVqgGmEtpJbsC6qRmMLogZJmWZayUFaVel1wlUsSfsZuXK5af/wrLz+FA2I5rgsUb8HSGPj9Bvv7WWFkOagV025bXPaxi3GDWm8yiASJmaHuPlQiB7ADOyf5erma0uYJeF2NQS+LUwGhTnspDHwapr+H2SewfYRNkXadYsgDGgLGhlIW53iz8gzGuTaDXm527MLio931ie1E/ry9TcQvdPbwdED7ZvcRb8pl0hlUA4LYP52NM61Ddtmanu7u8hwC/gpp9QBoYskZdLPltudjCwcCr97EUW2jqL6Qq+rmlyx6ArogKLbKreRjr+Zp9h5ut+ttWDaBtuL+TiIetL1lz4WsC4ZolG8kBUo7lxpjfMV5YIR7/CggTBGBxrVbcYU+mdGDx0o0YBU1U7X5fyf5MgIP3m+EDW3H7Oosbl1jitOXDxRhWTrqeBGYMu6/wlzYO0OfUuPisYxw2WlHttdmntHv3YUMpbxU25PvINvFY3e1JE3sO5u/Z4nnagesN7RtYwhkn4cpUtpKYeSnAt+Ye8Pq+T7wrE06qjT8K86qLbyA9R/R8BQgoCVnAqEwQrOYO7O2YVWWbF3b0aNHrVcCn3m4GVHycZO823p7kxnsgZHI5F9U5vIYIHLVqr2sfOUe9BT4ctAaRsgNg5aW4V+WYBShl/oF/RJDcAbrW4den4qZxB7AIWlP3mkkkPNmC3Ig1S1aCz89+jJoYxXN2+wcpiklaviOf4mowVeu1e0JsMql5PO4LpY4sUocbBUBLOWeFAQtsg/k5n8e+hHkMn7+1z9yOAO3g5fDNPOQm5und1Z2mfaMqWwzkI9eItR9eHnZpEToQFVs4AEfAtSb6lBcigsxr5xmIPru9efalIdQIgOJ2pgHwi63sLD/jNvturi0A8vxkD8T1moBv71aPPcBUAYAsdVZlWAA3HvQX6LFrnOzTbu6xAO8ObAeZKxoTJgSFITZDo0UehaCYYJLFDMLdX403tddUEwRzOyAZ8cqOllhbVQU+FFFrlzYzgG7nDjk0guQpaW8wTrVfhb3QpUV1JuqrhpH0Slg0WOYuKitIjvPw4HhfTs6kLkBIYR28H+YeavefOZt5l63vwfcGNjUOGiVgnxYoDHzuT5kUBTXplLYTNKoXGxA/DlyRoFxis99FbQXfT/aPTAGNL0sMQgS9IZiJKrdCFpauO/HPaTR5Htl2tK1b0tzWMZTXZRhRva9ku/2dGBa6dO0PwHW6AQX4HqqWFFZQr1dECcjC0Max63HeMs6fQTNWo4IqLbbTNwrvWbsfb5GsKFWl9xhW1VhwoNyzOgFFzOR+f89rC2+Y26jXV+ByMTvydM73edudgW+5eLndSghYAZ9HEy0wArR41g6MAue2OtnPIQlHHgf+Pp9zvtYmY+hafF+OW/uqGsUdxONtIx6X35PBrsV64lrtHlip1WJ7ty3fpz6+z3dgtrLxDJug4gCHsT5rwc75sBx5Aua/OY7180pwAMmyTrfNYll98bwaANRd0aTkSIhAmMDUYcwvASLnFz+GkjEVhPt/Pwlu7yycYHlF5EugbFP70xdXgKEigdtYODsbSgQiriyE8fkRZP6B6rAepzetOXYRD/OKfA8+S48UR4BBTuuQga336Yhgqo3x2nVB5iExcrk+2qsoHrxlJD4l5pXxfcs0WQxugDzpILrf+x0glHZgKGCgqspEYYe5qOKFmi6syq4gWRluK+1U0H5xPbER8LnLjACPGq0Rk9qnfcnqxKTcEqQehRAACRabg6kaPJ8DkCv5rtD3z8DSIF99aw9mFWxnX7eOUALQEo9KNxLHPDsSygORUObbsTwuxzHA7nbLa2cZEsZK+T2uyWIC5BgAOSZ+/QDs4a6B3MsCPWd/Q+QaAFaYzqpva2oCGS7A6xqAD11RK4wt5OKqd3RKKsUCC+U45flSxf60QJu57a26FQCViGdliwIE7gdqWx8ma10Wq4wliNKAUODyk4Zf/iWg//lX/Oj/9g7vft4te/UEnL9R0GUlexpBAlddzO0f9a97sq96KpNMcZNFktYKyJ6JcLF6V4ujXagTeNnHGLn6/tf3mMycg6UATXWc+YyENFlh4MuYx7NTgUhZHMbCqLWs2lX/qeJOe/RzbNM9Gb0dxXarYqiM1QTYVtMd9Uz6aJqTogKI5KTKwh8xQPHM5PseVQN5XM+mt9yIwtIMSR0m5C9A5kj4+UNScWZHeZ0zG9un527e52ii5n4zgOWv/jxG4qADYFnXTOqi90oEd0zT/MwyHCLCLSqga8f7QAHd7o8d1zW+twOjPY/DfE/DBvv7yZ8FXM4xoba//9xxvKioUzsft5l9bQLGdqJJAsxiu9XzCgiGqHsNUaseGCNkoFqgoHyiJa0S4AK9JJwRYPYFuPxU8Kt/pUN+dsXz336HL3/Pj+l2mr8HWbAacB3iZbuikfFVTIugtNPsS4aaVbuO6Fvb1NVoepANd4oNDxjXLGJzYC/nhQjvybxoq3bliL2fF0DzQo/HnEOXpvbDwwYKgyZ8mdj2wsJMLz4ZOL3ekpWj8gAbiw3MZSApB1UAqsiaoKuCVGqhTklbFp7QkVmxCty2iEWN7P4aorC2IfkIqiXWriW45PVSLqv3kuXqIIzbV0BbG9lXZw+wLOlWaw1yvSGqrrQ8Xk2aCPDux5EKGPlAVPDI6y0txpOsKseF92Jdc+HA8SwxLRGGMCVxHTJobnj0tAbIYRhCtOYlBRdBPy1otx131VoEwMnP70oAzOzkvUnDQ2bJ2FW+pBaob+PVz830VLfUldW1MqtpLHQx3dW253mHqjENxsDyHu+K5dLRbs7kPjW0TbE9Cz78ruBv/hf+TfzHnoF/3x/9NXzxTxWnF0B9Rd9Xrv5txW8ZrsnktpumDmwv/SvlE/vqcbXlOvoiWJhsxXnKwyjaLbUC0WClLHu/z1znM1fc9+out5DLopeGCwvGuNaFWDViJxlZguoGrgvGWKg0ROU1HoPH3Tbgc495BUbgyjZNLqHIUhYa8vxcAK+7/WY7XRO15lYqUQFud/o+Al0eS1bAVV+gad9V1ar17LvZKY9j1Mslr49KBR5WNZABR6x8Pe+jDK5HrC1bZShJWnAhxQXYPCalsMtd6d0jIF2OH2PHcQkJrwd9fARc13WUIJvB+cAyT9u0lm5eAleCVRFPsLV/betGrMyMKfMBGJHhC6HKig59KXYcQNiXamvCnU5Xf2WH3fMUyVJdM/m3NlXIUP9CgWbJr7qkl03PDa9/RvCX/9W/g//Mb/+/8Ne/+i/ii3/SQgKRoV8sOmD62Q5c57Lmvr30++dTOW60qwXQWuiC/Qvv2w4rmVvnXDKu9e8JwN4RDbXN96L2sTwTOWj+861F7Hzcqe1fff3wO+BTwCtwbwBKvGuUDywB84wXRS8SVDq5ruluphxWKaOKRezhJ4jtViEJXmVH0UGNbN2Gp86BqQ8QmVuGLlxvgHab0hgv6uxyZYyHMqe8QawUFGX91D7zxC+oRpxqAtvCwO77eOPW1UArH9Ip3EA/vOR+1FJVd/k/PY0xueuaII3HKPcgbmMk0RSwPz+4BKeVJaCxIVj20IyQ2ZpWyVC12KtqXFkpbV1cWSBlNIZY1N6BpxOuPzljf7fg3T/9kDFOZHc5IZfxlN5DPD+LCmDUpvX+9dX0WJkU1jYTIN/Prejx2eq9L5K23mORQg+2q2mhrpKuMQJXhbnfkcaZlaugihUNywvw1/7Wvw4RxY//noPvEj5AwesEzoiVedvNULebYrkgYml7fcM1jV7EuVab1OvxLL623dTlv2y5P+glqgYwJbAMiSwubv33YXXNv6ewoQgrKAkmwczW2tjcj4tFHkvEtmPltt4z/viBh+ezafV++N930kduO+L32sjcvr6OE9IsdcXPwz1dfnJxKmIJdWGrCzPumfJDaVS2bTPt1GpblsXsj2bSJphMtm25qOHtP5i0h/49ao88mLMrP7xdPRRe1GNNdRMrV9talq191CLMTdNzRrJi9iRwcVa9knMeyHzs5kV0vm9SG8eHTCuQ71WT++elNfSnFboK5DuPVSfHMYHsoXLW3AKwFfDsfYg8A27qhQIIGmsiqz2/AGB5CKKa4v2ig20KBQQ+5rceyixGFrAPitO3wP/l7/6L+Lf/0V/E+3+0YL30ID0oQUjCIJO9GHpgc0hzRZiH5WC5PTLJa/QK2j8DrprkCcMOq67rG4ucAbiq63TX/Q76Ve/RRxd583t3BFxpp95ajHn7JPAq1dgF2HIgUeM1a+uad8ZBrrGUe2Q6DiDRQVqEDwADUMpYS02msAru85yxwnHwBYzgqwg33+maVjY2zt8TnLrxVIZB1LjO+oIzxIKr8JLURSMdpWdVBwAufoxgLFhC14sI4HSCPp9tkn55TXWBkPbyczFWloCXxxcJSZC87j6MS4w5x7FuR51HIJkOTiplDCOWl5919cooLVhthmCIM9qm9wrIdcP6XcPp2xuwa7KbfY/nTLmA4PFF7KW97C6u74uh3g2IcT8mT4nk26AISSnZbMVslapsWxqHxYnx/alhed0T1N56vphkUsTG0uJATZqliTNJHdh3xU//AbD9/heuJLBbfK0iixY8IdxRzDal0Woui7Vc2X8HoTc/dxjiVDDI5DA31Gr6uDSsjYwrFyW1BGwTQFq67eIdaQFqq/FJ9nX8nNsPuqx8hvlMtPIORTyd/72ISUFRciuAdFEaCBWDN8DJr3ObgSvg93Darurw9rIYrwvqchwCMN2ALJ7yoHksrHrI00Ay1L757xYyUNjd+C5BFIAssVozMSnkzz5Tu7SC3kcs7Lzw5vexyC/fzWO67yOT+fJqDDXBPYH3umRIwfV2Hwde+7Dvnh9SxmCYD/W+Hx9JdLFr6kA7fXy74biSsa13x/P5X9XWEbcdbRED7LynqsB2z3TehRRs0/jzc8lwgSPZKCbDUhu7uwQVClAEBNrUvU0C3Q+egTi328XuTGyzKYVz0KqKH/1j4OkXTxB9wvqaJVi1mc3uJwyxrcmuSigbtM09Ybzsu4WSIqS/CMbL8XwLmwfiWNMzTTvdcXz/ZvwCFCYW43P/CKw+eo9qH47OO1xq3g85nYHHobGfyLwCGRvBiWNPIAHAAusJpipAYrxOJFUtAziMwH8OZKyIFxf7t8QkWT2uU3UEW9y+JAExXMH+KCtSnpOgmW6cKpJdQxUcYOq7Jws49gxOIdMzZ9TPzPRQcaUPQFLrhO3Mb2illnG3OFwe3mNZzhbPKx+KakLV69vzXHNlLy0PS2jHbgQ8pc9UcaixxRNbMYRU5EmOASxDH3xiDRkrLjh4bbsB5OWbi+0Xq17LYOeqPQDvIkCXkMjSU3nEGbfUXNcvwkMMDPcTgRGiekl/RkhL9dWPu1hFlP0sUFbO8mMtN6cvnfCxgHUaDWcqBbGoUhHoyVhW+W7H+p2B4X62RK7dY2P3M7L6FefwWwJpXbh6N4OYqgIaYNxWtNYXhh+YVFYuSGU39pjGPoytB/1bzPCeQCL0l1tO7iIDGDWJo92llTLmON6X1syO0MDWZ6fGlleWh0xvE1NB4PZ8lpsn8QzJe2+Aq1/zducOrMzrPH6uba1UeOBCb2ZCfVFMXehQIBkmtGkm3jboW0B3c01axtdW8iKOtwRZEYm/XPgzSanu8xZYvRuog8n4AKTyWkP+iucuLGIA6Hq8Qnrw2LptPudME7znEhwmNh31q7YI5WjjPaiJuByT7ysrduQ9UXVGNcfX5Aa9mMm8H7/nkITNzqXl4HmrNrtWzAQQYQGC1F6N8qwZYkVBDRFBg6KfJef0LfWyo09hu2UAo8neAwJFuwHnX204fSOeA+HFA5YxRABASB1KB2QDtNG2Okmwu711uzvGCtu5FYhBokJNzAUocyY4R2Tp7ijh3aZ7SM8V7xN0+J5xwnKY2Tw920fg9K2Y94Ptg3V9tG9pnwRemawVmatVHYBxaczoLw9uxI3Wh7m4XY5knbLqad2+DWAzXrxZzWTboO5CtzAA248ZqlFdpMhtDfpzbF61S2G6ZPLhNUFdTRhZWspozbEeewG3HrMllQ3oasdvGWcbMU0lhleoJ0qAe7tZElcNM2BrktnghalgXGuERmhhCmtBgVqit/tYAaOk2XTfdHelgRpvWxc2ddVWk9j2TMIi6yoMa0AxeFyVlyh2PS0GruDgSHz1DyCqzaiGEaQQdbumakY/tSgLuD+5IVokkqKiyAAEi8tPRTzTwhccIbWlJ18B0030JJ4k4LFiioi3EjKzfllR9EB4Th+jnj+t+ICmRmBLUCvV5V/iYWviQC3CQCPYblb9Ze8t+tNPDcvLZtexrnauvSXD7vfU6rzviB13HeLNOM4AooiB3Ao7FrGsSy5w6/PygJWKpAU+T3z25v3XJfv2uTW+U3y2ahtYvIl5EVOLoV2Kxvt4uxlwde+OLArIYsCOoQD0iNVWJ6e5PwSki5MVIgmMhlAEruD3wRbMTKTuPQtrBEnyYJzm0IGZPYou9mBTTaWmLPIJYo+ODfh2p4jdHYB2V9zFCopEYZyoKlbGavCQzediq4nO9TwOXEO14Qh8sLV81wEHWOxrtdkEw0AmLAlQq35FzkIv+y8YbbZ/rpI2G1IBrqAvLRKy+jnBI0OsAKQrXQkKkTGrDYaANrPrbMJy4OvB+1KaXasZ0ztbJwA1XEOCsBfA6dsQwNJm83xDbgWP4XNB9bhFqVnnTHjcCJVY7NpsAVRjLGhX/W/OOZxv699cYBDzzR4MHu+Iva4gdV48luPUiozB4p/PQBE3mtsPl8qqHZuZDE4+5QGOC6BrnRdSVp51YoqEIbW4wyF8gGCTqgdAyepXDOxrGbSaGDZLVEEkWNy7wHtf+Q59ZKyqanH/u+HfS0gAWcauBmprCUuvXlWLF0RZPr74IlAtaJzJbBXU0hizJGGtADPH1MbDyniwa+otMjlsQfaZ3+17hA2wYtZQEc0LJMj5lMlkdTVPMMxwi55A2RhXezuVk+f55GzkArmW+1jvZwnaF7Lvi1hWJcdkES8LCKBphA1okdniNejJjGA/NQOuq4FWbTBFAdh73zZ4uT5Fu3qBhFgpA1HBRQzEbqeGtmcQ/H5uUXwAQKyuBwHqcH2VBQEjMCQBLGCrbxVgveZEYslYiJK0NG5QHxNkf1ikYHeWV3b//aYxKehi96ifV5PLUthY8l3efEF328o7wsmrp+wZJ8fKuvJ593dbT6uxpdyuGsl6X/l3ZWUJcFuDPp2csffPy/Pym1baUWwqG/WpgbDr9q6NwEyvNwvFYeW/JqheLTv2hBarPZ1BlzSg7xlWVm2LlwZ/BCrNVu153Fropj4PZNYeHeetJu6BO5WCAjNbylavjXkW22ahAkDkXAwZ/tP2d8cH7hcDTKKdWWqOs49DjOl8jJnhmtVgaphGZ8LSeG1KIFQJJIKQam/ZRBKkhk2Y9vdjhm2UEjtabHb3qoLGdCbjKt2O13ouzEMCkBihZ9KWriQMiu3lLXbAWJuVgM0+VfA4x6QSPIcsIudwAljabN7yuE8TOHa4oQvQYbJYAcz9Pljic2G01ceO8o9HVbYesfvzPZt0oa1fclwtq/49Y5EZuDJR+1JkQJfJbkzth0tlVTBBgDSsKjG6jT3jnEBRKzijtiqPXkERCiBliAEAFBetxTwuAXZjlU+XSO2Tu0+Un6kaKwuMWrTsc0msijKGdE3zGgjIZiNG4MpjskQlb1qZyEPgu0igBKtJ8B5jPd3MuvIubp8A5tyv7kItQZEs0sDVfR0vqg34eQLgDyC/54RVynfG80HJscqGVTkj9okSKz7JiIgVGeC59u0+uYdsahl70e4hD25QVK10LFCErDVWef3daqEBixnB7X0zA8j61A5Oq+uHwHV9Me3TYBMLg0r9Y4JS2boZzWAqCHi5IoYVMFgkkqZqxS0T+QfzDWA6rnYvGt37PftI4xw6zDxn1WQWievTJuhQ4MmAq64YjK8uEsLZ2gStW4ECK+zQbcJRNfZ7Ap6xQOFnla1tXryg2Iuxz+VZKpO5rpnNLbctkyY9AbC/P6OfV6y/+A7yeknj/BmHDUSrC4KZnWabwRIX/LV+fZR23bOoge7pGQng+gPGvNpgMpJNrGJXAOIl7Q37feTybkuCQl4rF9RN7q/x+/at65jzMHjopmudvW+APfcsUsOwg+/jsg9mlPevAMujMIzSl9mjWRPn4Az3wI7VMuJHY3XwrIgqtL/xTB01kQRSyMX8mMeQTQWAe836qRnZ8CyhjR1eMAJcJxzaplguiuXagziILjxgCwfFGAD0lEW/BJm45TY6ihjIfd+jcAHZ117OHfY8z5X75Tjy+mpj2ZZQHSC49QUG418jbIAn4Nxa7xeZVQAzk8yxibwFjtX3XQA6qL5Lrqbdfj5BW0PrmspKr5c3D/nJagPBpgBeEUeAawK+cP8NMWf5Ig3VoQYwPL6Usq73A1mBK4BxpU9Gt43f1Wx6SbdoGOQqlK+a0lqS4QV2mFJByrfFtls5V8CSR2q8qUgmTVUDAWS4Qe+DsH+0kMBCMNdDRTEpk0qTVHkgUKhSVwQTPEbVbJyrx1QRcu5PKSjiDA/fCFmdZbFqS/UYjOPlOMzGaTLqwZ7VfRotUZ0sRoBk11omZRRDU0qxhtxTuVRzOdnqva+IFTzdWrogVt0Ee8vVa2+zUEF1x3qYAByILtcSxO8xupTVEmi6vli5y3UA97PF5fZCytDdVCtnLZcySTGR7NIj25X7hRtpNzC5PQm2d0C7Iap21TGpOoX2Ic/R3bjvwA2pakHpqger7ZBC44TIxcrrdXgPhv2qFF1hoYLRrfqZej8OubiODE18lm2amL532/eMIeVxALM7BIbbfr/f9wGujxhKsoVziEBla+ukO5yXtkiSFGHfT6e00WyzPX7r86OQAv4cbHtZ0D+6XhZpmBbx99v1JBuG/s0kRh2r0kp4R/R1EVBD9+4a6sJmliwk+XTwWfx5dE8OQKwx+GUTX8Qf2Ww4sxi4zhnFvkowrvupxLcCmFlPeqJM91SLq5zjhIinFSDiYIdjsQPs1sLkMYQaDWNt+zLuN4QO7BoxrjFm3cMEnLAYhq/lvLA92TnM/iN0aGu/hnugiLmxzs1392n6+w5viSRB4ORa2Nj6zBwcq57jsOzrgAsweuE/Aoo/rTwsgMj0Jliii71UYwk3MZBB7kAAsTt33hSbE1VDCgOp1AtkUpUqgGXMhK2uKx63sIjxd3VnVSCot7weIJjDuOnLkklaTFa7wiR6OCn3boiBwJXGj7Gv7BeQ8a92QcFKD4lRjDFSDTA7FmZAgIAY1UFnlSsqZNwrPx8Y6zayGgR+lDDbc6wi9nXvkSAVD3fdn/HA5fnR8pDmw5srOfGxqHq6ERPbEWuUyGBdm4tN2/hT75XxUoO4PgAsLpHlq9TtSaKaVbjpTwn8yLqKG5k0Tp6J2hVt6+in5rjXYm+lm06qrgK51fKmFrOVK3hEuAILGLQSMxaJB8XltFw0jGE/CcIdBl/JM+5UAXgsWD8Lrl8Itvd2ToYXLFd1sJ3PiQXx8v2AGcHbntqIjFujC19kCAvRAlKDfd13YDklm8tnwA1ibFfiL+/CCfZ+D0MreL1uWAjWVO293JyS/k0bgQpwD6DqdvVn3TbsRwGvdE/PiUq1VWBabNvQ3gS9xZ41AXYrt20KBoX8YD+jetQIiL4XW/R9W2UpD7D8oSuffXsk4aauXwt7ag1s8oVDzm9F7SVaBfkc4yZZphNAFNKZmWvO24+Aa7XXlWw4IqP8d6rG1LjXCN1g4qpi8LhE7GX47W3bUBRYGCpQ4lcFwbrSVjaXjorQKcDZXgzPYUNHh5Fbbe/ZP80hR4MVK6CKQUNJEpMBPA+qAOEd05xDtPYz+8jY1SAfGrA/CbZnIxtEAbnavCe7Xd+sVCDVZgNGMFQOUQ/eOX71lldiZlkrID2yKXX7N0AteqneWBbDQ5nqg/bDwevMuhLAzcYCKMlLhRndLfnJdrXkqaFYAYEtYJ/zeAS2wWLpGC4AmGETQWSjVna2ZspX0FcZV34+GxuuBJ/O9jf1WGMU/WVXNxZbTxBLZra6vacbHS5+ZyuHTFaRUFgwQ7WAFcfqmATTwMUEj1WAMxPEYrxriIDWtxTTmO/J+JY42CH+mzG3dVzIhEwP8mAEB3YDiOQxbjMx98MYksGt0leCdMlzOyAknUwfMIErY6YoO9I9a5+AtTuABezviE0C7LnoKFn1bnC3kmkLO0dNNuC16im/i9X7icZYsBcXmJ0gWVJRoJEBbubutz6mIaOeoK42lqKK/dSwPwN9BZ5+pVhfzfj1xVb1y4XxUOLGtvuE0dDfn9AuArxucQ0D68N7Mq/GK+OuCtw2iC5jaVl/HoLxYKw47c0jTwbtULDrrn/MZDDaiD9NsPL/z60CuJn9rH/Xe8jfXYM1NnFwRRsbIUOVxOCxgXug+n2Z4Edxufx728xG8rOlIWJjH0k7vdUePSsz+xrhU5q2dJqnxuMW7189zr7fhZmpy5RFsZe32tG5DsasVlykMgLEyY7qLWzTewvcA9e7c+u4QJi3O7qE6Xg1tjXiaH2hHEUICmCMBbafHgg8aL/3tNepfQqbO3thejsgG8xmh2cR6fqvrnqC0tKPvfSFIQXJhHo/+NPJhrsxrK+eA1des7HMdg+WV9rssr/63EQW99ZhnsKGfoLHxRrbf1dpi+Nd3/f5PhPjHT7Ten+vH7W67Xz8m+vUM3b2eywwP4l5ZeYZAEgtxcqTVQ3WkjgkImCJ1yi5OhzaV32e5CM+SYUqQND9ZVKKnd29TgHnJkDLqi6qmuAr5EPKU0kGEkiA5gDRaPI92V9VU1Ogq74KqfPG0zVPoF8ndQBDFS6OGWNpizJCAOK6wvbfbbxaxOJCrTqZMCZw92B5Z1tZQlOupveqMckU92y9J9dbGn9eSw0NqMBfWrDHcV9rRaS9p3i8P0cxucTxnMHbuzHUTGIDcr+G+we/CyBTxmcDtC2WpQoAAvSzL5rWvM8WLuCuHiAD/b3RRWPu9cnwFBaUDGe7GfuqzqpmP2EhAh4OsFwsDrbdOvq5YT8b67qfJIyc9VkwxEupZaUOmoCFVY+ureKgtMV3TGZgAQPpcE1ZoEGBDSHGLZtXArtyUpa8dYMOr97f03m1fT5ZNbPbnqEF/l6YtvIyVOYaWnUb15LU9fgiETct257hBDWModWZ7jNrhQkfNLobjoGhatpger94z8L74S/JBGiBtDUmNThNekexdA/c3Xf70Y48atx+78CqCO/XRxI/Do8xMFAHkygnWdo3lwwzScbyvHJbwOaXxb1bfU+WuqupNlAqSzzsoc4tMafJOFe9dQ1s3KcWeZCpstcjEFI/OwKv83knl394aL4PwGkAJbEirtRlDa1EeJGkqq75AwAru9m2QYZqAkNDUqzA7bDZbYYZhBLNAtfSzjAGAss5DpWs66AwsI9/z2EI0R9BPnuCCIcIAprH8Hs8MK0epjaUI493CeP1f+x+LFaSXXo/Dgd7i1WtwPON84ylaAtg9X3b8zPw8riLn6zzGidlln1ttfynalbd4n6lstbdhReppkiMaqMRyCSve8kmtR2BWq40QHRDVOxSf6EZGlATx1w1INz3ALTvY9WtynRGcplkadd5JUv2lTd9YK6nWFHGD9ZiBWSb4CCFMmCSFa1UCwNbRNtlvj+qhUldkpkK49NwV9yhlKA1rdkSdjC7jgh262ccqyMWgWNSYx795YlN+IsbN3PfF8ZfNROS6PKBvbA9krbyhYH6yrnEKpnrRgLA9hWxYl4vFvRPF4+x2+b6b3HdBpD7ueHlz5zw7T+/YD8DP/kHO979sxu0AbcvG15+1vD8y47nX2zB1obrXxyg7hZ/2zZgd/a30QiqMaQW96oRR9sLvWHhDuMqlyLXxhgAty8AwMrTLlc7XioRaFQOY4KbKCBenldqPPNpHY3ZdN+jH86GSlco9nSb1ueGaiNDYQ+MbND8Ds0t9uvZv6PYzM+pHd2fI6YVAEuQypoL0yIu7SDIWERZ1/Ee8ifVCbbXPAazit2mROhXFfInMdEkthdm9t9uUJSQhDl5q7DHoU4gLa+DtvXommur9oxeoJkxjnO2qAgHwJUXOuTplMm8t1vGnS6LjdneHgOApQFyGp/5Uib3YZ8ffT8sUHh/io2udnTOQ2ilDGw9F/u+jzY7FrX8DABLfMvsRTtaiLJJsdUeVkVGsrrqbV9gJgpYsGW5qifMas4LBNR+fm2C7f2Cb/75E7769wP9pPitf0fwo9+7QRTY3jVsz4LTS8f6oec53EOVWuMA2qisUMFmo6ZsYVrHGGL/zK/VVGuM1Lj+RLC9B/ZvBU+/AE4viOPZedSrIvYokqOtPF9knNnm96DemrpIqUxouadD8YK3GFLe49n+1HOBC80RIP/px7wetRldF11PK/1qpwkgCANZQ/IQt/V4zGTvXP/UV6PqNa8TpO0BqLAstvqNUqgaIExOJ+D5CXo2jT358DIwVXRBRjGDrlDNGKq5XGw01ZwYWxtBWwx+mYgJVnlTq6TVskCfz+g//QLyukF+/osE36qh9ze/9GSmh35xDGphgG0zTTuy0GSuGUtF4Mqxaxxz5LZ9NxfdEWvu13CXeMPFyvmEELOnwRST8JDNmVk/L4GrqEJPS8bowleuTL4KOZeG/cnGfnndPLbYt+8uI7KWONe1hevp9oVpuy4vCVYJYENhwFfxy8sONJjQdEeEB9DA7+8WXH+84A/+suDv/5f+TQDAv/I3/mv4c//XjnbrWF4VT18pTm4E2+bJC75SZ8wpv+urAViWFWz+LChrPVz2nFwWZDyqIuWzPAxBF+D1Zw3X//jX+G/9B/43+O/9nf8EXv/3P8PzL4yJhWe8pqvN+gxnkyGC/u5kDCoTQU+rnZMxrPXex8ramQAvRhAGe98zLnXWESXLdj5lPHtlcKaJX9CsYERzBQO+IyzR/BFD+Fm1mNDKO1wnIjVwqV1GD1ffoa9jzKle+uDeDvknArfQeZacB2hXSRy0ZschAAWMjX86Q3/0HtuPnu1Z/OoD5DujYrT3PF7XBNf1GiMG18OwgGMmaGaD5wX5o1AHT2rSdYG+f4qFmQDJyDYfg6r9SrvHog5AzpnBy8xzzIa7srBHfRa34ZFkV218aZVc4e93sbMty3bX81Zww+9mgDvlswzSTA4eTYJv8RAo4C5ETKS4z9Nm91Vwe28LcCvUwsU6wAQtkzTsYbfj+WbhAQLXVbA9L7j81opf/Ic6/p3//H8f79sZ/+LyV/H+jxuWFzvG0ox5RYBFifNSkzXiWx14HjXZLQeC5AcqyVBsNsH7fhZ88y8I/iv/2v8Of/3P/B38L7/9Mf76//y/jJ/+3aLKwvNumslm3b2YAi/fDZhHAENo5/19KWTQDEzL34MHh9/V52P+bG6c9LTYbH7utl0+osLxyWoDw08PnM8HuWHIoA9mbR91RIExRrYrdL8NiVKq5r5nuAFXmKEAUIHvUMHKDbA6qDufcPvnfgt/+K++x/s/6vjZ/+n3IATOfNFD6ovAOd3LEbpQmV6CVQ74HAsL5KTMybhetwPmPCDllnwlVxgNVQVuN7sWMsa96HtWuS8aXNdklCpZFeNTjX1PMLttZVXG8ryMjUUCaBuAHIcIDyihBK2A4daA02oFBRzMiANxiQIDC8Tf/pp5qotYZTN3PcdL2wF4AnE/Nbz+zhPWl27gtSETtdQN39n6EjWv3e1z/ZGtat9dzYgy3hUCrK8aK24ykdg0RZvLPaXbqa+C5TXHev3AZ0GwvuxYX+waojpME+xPLVxNdInRMHYHo4PM8p4GxLRXy3fxfpk1V2cqtmfBV//BG/4/f/l/CgD4r/6H/2f4l//f/wbe/bFGmIKoM66R5KDArgaafTJBa5bMRmk3lOeOK+k5bo4L16cxS72GIOF8ArbdAYpP5lNJ0oHtWXMCNubc43PXBXLzvkxFOj7b9tZE4t4obLvFsYb9eADaAEQMvrv7FDAm1AGWarGFtNGDeH8fF9Y17AtGFui7J9x++wt89xeecfqu4/1lj4qOVd7JEkcL+KUNpSLC7okftKfzszA/XyWz+jDkgfa3LKTojdClGYFSw8qmUCv1n8lKuaKNv2sxH5VzMLzgsNW8jxmk0q5PBQ2GkIGjUA7O20uzuZck/MyQtYZICgAiTEDXvD/hFeNYFdJif17Mo3TzMApBfr+UilXNj+uL8P0s6E9ImUBN4mG5ms1eXtXyAlyfOu5vAC9EhS9tgNwE/4/rih+1VywfjKoUBZbXHcsrwj1PN35UPPTolKx2peiQgRyTeuumd3FUCHDvsdg8dftC8Dt/+Z/ir/+ZvwMA+Ne+/Bp/8z/6D/Hzf/AvZC6GL5qah+iIV0OsxW6wCBQ+v/J8nLrIRNd7XwFtBaMkT7hYcf16hiIeAlfuNxNevYT6zed4y8vg7dPAq1/cIFcD2ERRGTKCPTKl1GSNa/Lfq0SWu/ZnDdhgAAgouyJKzgIGVJ2BzVhQAj0Dju31hnd/3PHFH1CXUEdZLyBDGhiiwCxWYHClC0sYcn+6pubSrBXg97z5kYFf9F0hAlyuWH7v5+MYFbA4xP2Wcc6sTR3/3nswHRH7ynOVhKxgLqLcZ7lXZZHAfvCapD7owBinVR9aVeByhVxtIdHPa1ZjodRXOc4Qj3RaMl7PwZE+jaEp7brj3R++psqAA2BdvHIWDWA5vjZbpT/9SrG+IEMFIl4KWF+7r757rpiRALH2U1SxvO5ot44/928v+I/8nX8Dy1Xxs683218RRtyY5obeMmaKBQ2aYkhSooGmDMu6mWHbnxbIrWcMryCrqQiCrUg92YNJSg2gU8Cbxnx5tezPGM+babvGCrlhPJ5q9COeCZGRTanj/3TOKkMiwGnF/uNntA9XyMuluJHcQDKcoB5r26FPJ2cdHPR0DBMvK/3ZsT5uEH9t2/yeAjmew8TlIQLVNVzjQCsTO7c+kQd1EcM+ALEAUb1NoVGr3aESOia7Yr10W/DdtgCmw7HIbNa40NqaIBK4jgDbzCoetSOA5/vKbUO73CwR8eUCfX0NmxYxpmxkUadjS2tZbIbb324ZU1yVBuZWASu9YjWMYGaw2nJ/nXNORvTVvSPr4gtNSbse5/e5hiCILHwksLIk9jI8a7LZfbXkKWS/3Uumi7j9QizymZFlEoFcuCL0XNvmIVUXA65t7+mmf3Rrrx1PXwF/5v++4q/+0/86ZAd+5/fM7jM+lQBR6RV0T5jNAwKSDakwUE7IYVuMZJG9FEbgc/5ocanA0sb7vveG5aaRQGyKCLbwaVsH4vgA2kRaVc+VULJMMhSO9z0G54CEiHj3BXpezRPHBNlYkBXbcRRWGO/3PdvO7fqHD3ir/cljXnlBPHGV4uB2NdPeAU/VHcW6RgwmwWPIMB2VF/QXM2IvaZy8VTe6NgNwgg3L7/8xfvuPv8l4Ug7ULOTPY3YdlBACbNebUW84Qd6+m65gjfGsyVyc1GcD4AxptHrjJ3f+eCNKfwobO7fqQgNQWNKqhOAr9JkdrxXD6hjUMXSGezCMRU4tSgperhknWtj06haW3o2lRQI+XiM/j9Wu96OWe41sVZTV9WKgj6yqdJjraUOs5i1Q376jEWSsrGi3+XjrYZgzsYAizACgOH2zYf0gIcnCEAARN3qelNBPdrPaTbE/ORD3lXwN0s8QAAnJtP1Z0G5LxFHJpiG/Ze4zxb5YyENHw+mD4qf/zxP+0s/+dfw3/tL/Af/tf+s/jd/++0jNwajKpTmOnJC6/2Q4hgPdIUED/r1PoELWVHVQCMhQDzGGVE0VY/kaliTI7flszaoEBLVNDLRW7wYLgnD7IrX2Wbe3mNfCslo1K8lKhLNcTZPBI2U/l3yHq7u6gioyoerx9lElUUf72iSKAMj1hvWPv8UX311swr9MfXG7E1UZmyBi+IGB2f1o+dPvO14zS6sKvNwgrxcr2FArfD06TrWhvAYg2Vhu4/G8CjxeMMzHpbdLAPQiW1kVedhmYHIwPrK7Yo2qKYQMX8r9PkdjLAKsB8dWQK7Zn2BdMdrskPsr+5nN9vkkwsMyXCAStAr4rCosoRrg+7VLx/ufb3j3C4BFAypwjT6RyQSSOVRNFhTeV7f7zDMg8SArIKtVNKzFZHIQHAR368P5W8Uf/h//Av6Hf+Ev4K/99J/gb371u/i9/+1fxG+97tHHiKt18CwNQ9xtEmgwQi+YVgJIC820kAqGCPFZOng2OJfzCHOybX2G67HmNi+C+Fklzd4wW58EXgMtVyRd//bfB1e1G6ZBaL+44wHE33bI/Aw7wawbSLJexVVOQMz9h7jZakgu1yw04MB0CAdgrCdXV9ue39ewBbi26cw0lut/k0IHxgpU3JY3rla1ml1BMxMiJe7VFwoaOn4t9jcN23Lvelkc1J/TgyZcIfa8hwD8Pkoy1+uUuFNBRe/jS8oENvaXrDYJhtWzHWO8PPbpaY2kKV2NuWzX3V02OeayqxUBcDaQFVAgQD+JJyeZiz5+MnfNvaGiDtR2A6yWxcn4Tr/GBQ4Y89ooPaVesnahS57uLWRlsDSA5RGZjGO4pfy+99XuSdtsdd0ovL0rsLrhErgygdpqvxsr8f7nO979L77E/2T5z+LP78By6ViuFsbRbh6He2UYR4uCABZPC7s5dBXWwhAhhwfo0+IGEeam4jblZzANUa1OgZepooozdPFMVfDKMKXWvARtt2fKGdnh/Qvm6fMGsHdFCio7Vz0IUYBgKxPdtF9sLJDzCRkqtt+RAQDSJngJa8V2n+hbKinq3iGXK2TvxsQzNC1iQ/29JnB1qSm66bWymFwYD4Mxzkt3ca1Hn83XQiBO0Plokq5t8B6UZNmZjY1+IKuNfUprRd9136Ha7+7fcE2VNavvUO/ALhlGsJY5b9p3zOI3FjUAIOfrrgPbF5/vHdqWJARkdL8Pmq4NWe7bF+z8l4UBHMQ6uxvgroadqNrifOsAWhABd4L/gsGEyPT4Dtuqb0qs4n3VhYuScvz51naF+PO3Xjp++neB//F/5z+H/9GTYP2g+Ok3uyUPMwGMIV6AP7e8D95PHl8VUZK3zNPqc7g0hbrijK0sZHwG4rrtvsneM6GLxy/XEO0R2TbvU/drgvbuHfDd0QBb+yTwSiHxyDabjaD/C7dw7dgiCcrKZ5Hdr2NsqQGndEdqw6jTyj5VQxgAswwMmbIaAhAgtYXxYMUo3VxdoBXgyv56XwagxptIlqckog3qAZWdJTvcSzJBGcu7a6qtgPjx5pR+coyqYaznX9141jK0PA2ZbRpo9XtX743fRwESxA8PcAEeyzLUuqdB2r844/pbT4AInv741bLZF0EVr45a2n4sXRq0qQX7U9jewUy4853ZDIaU+EURAfaDEWyjkTRXtG2v4gB1VSyX3dlFv7buK9ezAdC2dTPWnUxAD8MXMaoeM6uOAbsI1Cun6FpArffNYl8T1GYnYQC++7FPTEbw74RlFFmu1sIhcPXwBJYkpLFvYgDWb+OydQ+7aGCJWnQWfBBzSYUhS0MYCVxotlZyYBMML70O7o0YSg6qeuJev3++GWLDWFjaIXo1mJwFPycNb/38c28VaNR3NeI5EYBE67YAwjMmUkrCalaBag3y/JxJW1QTmJOV1hX/69//H8RH/8nf+av5fWEGtdNmlkp+PEYzJCHqz0p1jTMPYduMyYe/ElVtYGaHjtoMYGdyZtuC0TU5sRLW9haIJaB0WUglo3y0Tw2FOOprZccI7h80Pao/f7ghAUS7j0kUgT6v2H50BgCs397MZnORE8wpQlsbQDCBSWD0+FHjQXVpd3auep7i2G67YxtFSkjxeA6AI+ZVFQKxBD+xcQ1GVnwHL+XNUt8hv6WjioDNLQ/GTxByWhLHzu/6IpD9wfMhSMbZmcf1tWO5JNC2cAGNMDRKKKp4lxulA32+VKTNZoiG6hCFwjAGCUlELiZ4wXq/UKnPEv/+PousCoiP9qvP9BvtB4LXXKVFMgeQK+gKVs+nMBzRSf9JsWRmkAdbqooQbAaC4aOSAIA45iC3Na94GZc1Vewy90caOjMgNrGlFqwMx2c/tE3HBTBomFZWiABR5N6Y+BgxpjeunTG+4S4CBtcbVRWofev9iTCLotJQwx4OH6ZICBAMIQNtyT41SdWGMq7U5yXLLWTdjly3BBDMWiUDu7ZgXOXWo8LUsNqn28iNT2RiEkiRfV3E5a1sXORW3B50aYsBRhFgd8NAFYFewOJyMQPIcoKxqiUYXBt065DLHoZaFHb/NzfeqpANEHWN1HodBHi8Xj4SHs7AfvBaYzs33oMKQrCwdv1ycxeVs8IW7yQOLGnEkTqvtz4a1QpA3Xj0AMKSLHATdKnxx4XJ4TF8Aoh3xO+pLohkArqqI26+GsPqMSGY4rsT3/FdQe6jmguoXralXflNy3Y00RCAkCxvzW5/FcqvNi7sv7m2E8A+5TPBGLmueYwf2k81RQ15Oo/3FBhYWAAmS7VNrC7BHzB6rebzHE2YJRwiCA0mYZEFrjG3NKePzjOB0IdyQDMh9HC7xZhvwJLtthpCYccYpCoraJgZsPq3Lyrr3wNZdDRWIgGcIu5eYMlCJLMAsDSuMsLpAeAx+4sgA+wzFFYVIInGalNUAGAfhf2+5fsvSMBEQCrNbdee+9YWGqwxdgnE83wjwTBUulKAxXPQsgws7XQu/nlC2482v9UQBs3jiX+mTXwKdbZj7qsOXbFFA5AgVgsTXN6xzJdIm83v4uewqPTzPvJacIFzZ+un7R69j6X9QPBaXrqarFWZDdWMjRwYPRderjGQdPHEwCRYq5n2werRIJWEKLsZydaa1qv6uPjv2qFbAYIENqd1HKi9W+wHmxuBoUhCbwkUK1CvN5agtpbMrIUEurnvQwkBSDcMwxhCg08RlcLUNAR9gKxvHgoQsjEhE9YKOF5ibAeN1tqq3BjviY91HVsbrlww6N5tsloMoEqJ7VVnR2IMatyZH79dN7z7/e/sJYlyhcVINoGW4gLq8iJogCAD0yN0AEigtXfI3tF1sRVlMKI6ZpnuaRRlh4lRKxJwds/mLPFZ1Z2WbLT1PV39mTxF99WY4GVargAiJjYeatA4wzNJEbG6VCUwd4+FKAAuI3OyKizik1hTYG85cfTWMmlsRwD0CEvgdcOZbWcttDBWoYjhC5F0WZlcFXgvO9Ky17hlvis0YtU4Ls6q1jh6YEjiedPtVD/nxMXF5Gfe6gIqWoR7LCOgFTEgOoNDLgTmcd936L5Dnp6mMtmjTWb7T/3F/yb+V//ov3vfSVZErMVmAITKSnVXO6iMOYcL9xm4itwVUrhrdcEUY0Ow1YNptmqHOQYWelbmpTnW9ygEwStcCW3r7LGqfa9athjnSAuTyNAr6adim5f0unlynDw/3y/i5kStsNsYiIRoqpDXDSfO6VGGG/m++QKXC3d6ge4qPCnCtsY92DtEfYEs5j6naR3E+t1Wi8CqY1Xhfz53dU6emD5b0PuBG0ZwfdT8GgaA6rsPmzmwjLHq03dAxr8SADdAWo5l6JVLVXJBEilaSJUC1NEAPZXkK16r5vXH+DX2X2DsCHEKcBdiU4HrDF7r72+N33y8eRH6Ce3TE7bmyQcJnCiBFO7l6sLb9zSIZCBXBtQVNpUP4NPZKvQ0gVw+JLhjqTsgDdS0QlVVT0AoMUM13OB6y+/q6pytrjTZH1byoWsKGA0T2dZ1HY0ox4hAuIDC+n2EO9BgScvFwMA8FYPoVcAAFC1FTcWExRnDpSW4pYbmcEv9VXl+glyusSIOJlckwy7o+qIYONa8rx6nSFewrh4yEEC9yJ6pyaTgtLjhzDeHrmqrSuWTmMePqh9/AJSqAZLqKlK6Yn3Zsb2zc1uFFmcpFZkAIHCjZqDSWEQrACBFwL8/rwFEGyWZaDw8fnVIPCjMJVsvAL0yqoNx7ubqjzAAsq6KcJtZdr33fdMxcdyNW8htAVElJrQJGcpQWQIBFM6UsvSng1alwfPMY9ns2dDVmFDxcALcaAf8nWaFrZKtGgsd2gdXBeF9izhH1VHZowLT4d4XD1CwguWd+U3LJrbsT3nAacZ6g/lQxiGzHLTfG7OldbbOxYPMiZwwADuDKS6gdZP0EDWvckigWsBzhCSoQs5n04al7VRNZnLWEQaOvVKPwgTq9/QoNnGQPQ+QA8yj5Ffux4qKXpmLhSEi2bGW4SWTPCdtzQzW6sU4umvCVhqwLclSH+ipDmCnY8xP4DY+JtI7cEOMaUhbVYC3tgHYSXkfreJUuvKD/WNmvALSrOSKeduWSNwKBQNnW/l7lFRd3PY4UI5iLWvef5mGptrq3Gj8OVa/AqqiAEMabA2joY5g113PY5/T88fvVd1+18WlEywiDj6ddGEC8HjcskAA5011wIth4SiCWCwkkG0RumhJbgmGhXbV79Ow0DjALkM7WghGp78H4P0IsP3h4JUg6SBsQNY1GLYAsuWBGAAn2de66vSKO7Jtti1ZmIu/MCIZG6o6sLj1JY7yqj5R3q38uxcgqEyDfx4r/dZGcX8tWfzBVrQEYjSqk24rP6/SX3dhEh4OUJUNDhv7QzaD8lalXCwLPdj7lddDLUGrvLWae4tsN+8dkLGwvJd24+wcknGw4iA9fieIZY3uqjaxAXqaHjXKH4mEnFMYGDeA9t2YAMCXC2tZiQLuqqack5oWK6WbuqG4tjd0Vex+H/YTLETgxvhtJFNAt72Pjy6Cdu2Z9LU0tOsebjL1BWwkYxFgx8uOjAcVyTgu30d8bgrtQHfx1xCDAK0gePW4q1K2cG+MxWo2JrBxWnZXO6hu+Oq+bAZYY1FEtxbSeNLdF4sEskbAOBkBDm7t3da13b2jQzw0n8ta/rUsRMKLwd/jGGrPzAxmeY11obc7kv+M22HC1p2Mko/ZdcuEVlbRqtvsbttPWQmq6m6HXd6Lx2WWEQTGCaotOQesqy2e+x5ATPfdwRln/slWOlMp6wLcNnOjl1j5uwUPn/UZqPszqdsW1ySnk5MBe2Fk1eLs17V8VwgVliEnUzqXM6/XT/buG7kAAMoQSURBVDLjmsSPtGb3oJaXrU1avgfM4VgadEMSH4D3kaFugqDWDiov8qeAJa7LO1TfPSTAycW7/yuyhFz0Rpe7A9de3m82B7AIu9khHmPfXeqRC/gq7RcLbtpsLszqpQWbDHNEytjHISzgkZkgcOw8vgwEQ9j0RewQMoLkEQgnjhrUD/wr2RWta16PJnC1Y/gxF7kHhmIbCMOqugzvWRBBtO0PQGJUsYwd3wCcD0I/or2Fax5sox8J9frh4JWGoMY58iGvrApjgcjCcuVYM0WZqckVPI/llSwoCSTAKIcSpUnLuZhNWaQeIkwByH0aXfUOwtyNHmDQ3e0Gjv3Buem97iyvrU8r2eoe7z2ZXU0+PmRotj2MvfY+TAIZXN8NrElLg9RdPmVib3XbzMjW/pR4tKGQAZuzEwOQZgLBVIzgjkmvYx/s2QF4r8YtXj7J43iWfHXF63l194oVF5Ctl0omXKratoyj1GWBnpz5ZbgCz+X97auEGsByQ7nPfuoGO3bTEMgGMMimKIyxNVCGIcEMsG26g2gpTHAFtsxwba7TauELCaL9SGiikXG7nyQzZhkzKvB63y2NVb29YswrWWJtBfBzDj5JJIqh+yEOjFGUsmWlGT/3kO3KLNoyMcnrbTqQPwM19IjvdWF48gB+L+kpqHIu1xtCMzkAiI7sPo/xube6eAgw98hl3QBYLsDw7vp7O0wsrdn7u8Hd1Pad1iQ5LpKBXIRzXiAIJDvrxIScT1l5K4iSLUBqTUYNUoT95f2mFyxsy/dYwLD8LcG923OhWwZIltTPaeQDABxMuLW0a1ks6O0WtrXmP8Rz/fxkn/cHfddu2eEA0E4WHjADUnrI6LG4Y4kLcK9EU5vGcfqenqa6qCEg7K6tDY9Ztb6XXbtmYRopttP7ciRHLapQzdhX2xcJ+pqgLwpx1Zg7YRGF2wJN4FrlDufGV0XvbTa2XhbNyD45Yo1YXiTJENcHpIcuXPfTmMZc4+C22mwO58okZgRQreA2x0ggTW2xWYiUIcSiKh/4Z0K8VQGrSMxTH2VO+fxE+ND84JVrLsd/85hT+/SwgWr0CugAkNmnjFMjG7oU7dPYt41s7OsFoffnLRKR6sTcZJTDotuKx1zymAEMg7FkolGyqem+L7Gol2sCtmVGBRrHr4lJyVamoYcosJ6BdUlhdsBWwwTdtaqKX1+NVY2/e7nJbJOrK8Avj9c1xlQW1hMv7lkeo4LU2djere4kDRfHIFb3ZNyWqHpk98jPues42awGfkMua1kivpULGMBfRMYz7+Ozpx52YCvhYlApleXbLRcNdlMVEUe1e6lYXQGcgOUi0F3Rz4K+NUjzKlPuvlG1c+sp70VfW4Q12AkQUi687tA7dCAM+PO4YzDcKYg9Sp5EFT0PqTDhaycsfK2Dlth+iL1142r7h93L8XEDrQXM5zjbNq0sAtE15MP6aUFjUkTvd8bQjtUzca8CEt7H+orVEq+UxDq5/uflms+jV3gZwBjPeSreBK2zxGfaHk0O1Z4UtyATgQb2DTBXNzCONczuD8omEQtdbPm2jd6zobDBaDuV7O0R4JxZmt5tIeQZ97Evz3k63R/j6PqBJFMqmN51AJ4ie7CktmhfkALNb0zote0dlC5S5i08P/t3e/bFpQj1eh3HVBXQHXrrSfBsXrd6WRLgHyXKVSaVY3AEVGOeA0I+id8Xm526rMV2zMMQNgj3rK0f0xbjbpzcbjG2tUHDZjPsixKH5mQ0cLufW4j3Nyr5FIY9qnVVthXFTnII5t8VNv+w+FGEiNVrHAHvYNPD9qrJNSpsLuzlGP3g/F0SpNfm4J2xqwoNia24HiQQjt36wTtVFzaqozrLW6AybAPu33fJeO6h1Ozs6Th6Dnv//1F5WElGCqpj5ZPWRmBSOhvSIh4WACDZ0T1XsQOrx9V5qW5V25CtWQLZ9cjoaYfuBYiG28jd4rUs7Zz9L1Lks5pNjKo5ce7TzXYjPoBfMq7etzmMYA70Z/gDgASjtaRice8S5LLfsjTg3bMZvQ+veTzeI2DQ2x3kx8q5h2Q1H5uhrQuwj/e5/lSyF3x4aeiBXOzIiu5gNUCbu57arsCW99HigOCrQz9+Ab+Mwaysm55avJiMUzLbotjeN/QVYCxSJ7B9doMsZgjb1VxY6ArckiHsS0Or8bzxDMDK0XaFqLOTxPausCAEw5qqCkKwGmC7Yz+3BPFuMLkq308lpnZHVPKKx4iatpGYgHBFKe8ZTNKrntdvNoDpHSK+KHZfFJlswEUc34cizxNuSCbm8Rmo5ywyctEHf5bkessqfvx+6+MEeNvSePJ5c2bvs271HeYkVcGib1O3B1DsWrGZNdzAJzq93YYYVVkXl4/ScVLbO3R7HWwNW3jX+gF76QxiMJ41gc/7GVnrTPbiOWNuOgDp0znYf7AiV21l0tUtzxGg3cMLoKUQQ7jugSjTCuTntFPLArx7hvqCQT68Ql9e8phzY/9p97UUcFgWS86iLZ7B6xsu3DvGdX42gh0lWCU5gIhzZdEU+wLB/gnXNSI2Hkcsqy+c2Q/lu78DgESCKm21rmmzfVXkeQwCPrPNwT2vL7CLJGCNcDB/vs1ljriOiBOFAULtxf7xuOL2b/frUgzPTB3jHuME1yRHAZ1+TD5rxWbXe3KnM0sA6+M+Vqx08DyAY9y3mXSYbcIjhnQmH3ybQQLxYDF7d5z68Z962MDUhjgq0sNFQJoVtMD4If/O3ADOCBLU1gvpCt3NrRJgc6gRjVEKq0m8yAAScAX724aVs7mBxNUFErQCKGL+mbFf3fqgIHqN0eP1UkZlWYaQAX29DADx7prcBRHnbwmgBxdVzZp1ltg6X9hGNWazf/HOJvwPr6iMsl4uHnvW7DoZlhBVtFzMWtVCCipw5YMbUmBkeFusmAZZndOa7uAKOmIV3Ez+aiGT2GIFz+z3iBP1n7oK2iUZQKWwucig2hB6d4Cv0q1WdhzT7+d+EuzPSMZRAYiin+0armg4f+uXee1WmrYCRErDaB6DdbnNnW8gdLnsZtz3GkKiJuMVlIRCTy11DLu56fuJLDTGIgi85+KxrrsArh5gYRbzdkh2RHHH+EI9zkolwjSiaMG53BcC2+n910XA2FjhO6MNctuMdQXCDQtV6NPZJicmb/W8r1ky2j+vYQX8vIKSYjtCWzkALHAHxD/n9ogdfGt7KZNf3Z+yUQQaLiclBHHzuuGgEIqJpDez+UdtXYHTCXKCkR8ExrV/6iECbU1h/0jY+p7AlVqpXHBTeYXesnDB19CsngRAebbvWk3iqq3rqK4T16MewnCQnzG3mdThfAukRww4XqBwcVldveXzoU8krtaWsf7BonK7tNmxqwggHgK4SNl4OgWZUScvwu3Orjr47Kugn42BjZAvR2O7C8FabK1AVXKe5HUiwR3/5hxBG9eu3T1aGjH+AgWae/z5CJi5TMDWrSBMX8t8EqA/x5LhYCo65G8oY2Z9YRP5H4G5y9hNiwsmIIe6TZPBYwk/7pAsx/0b7WS9IZp2ljbbs8yGvKdHQLeGeAGjrX6L0QUMp7zRPi3mFTBat9a5ZWeKKzkAaTFs8btQl0xT87XGqDEpoLKTM1hll5hERNH8OogEkzWpgP1dlgDRcQ4eu6ekVABNArbIevXr92uXkqhGbUMDnxhXyr1B+4ahrOIBMzDEQRGAs3a1tBxPtphgbBJof/yrjH+lIQzGqpTH7Rruq7tj0SgDlpxBoe9gZnr+XcZWIySiPCNDmIEbjNOCfmqeje7j7Rmp4drx9cUAEpcGoGOIGVLEi8m4UOqb9qeWIQSrGY3tXcN+lkyMgq3i2+4GZGdMKSLbtS8O6twoWXlC01kFjOmMjFB397SbAVQVcV1bL9QgALqg+TtBUNmuVuiAoW6yq2NAntSvbZGoca3NWdYboKdm7C7HWJCxt00g1zL+dD8SeCgM/EZYgPr9bBYiwON5xTGCYbntoBROxLF1xOKGMmp6kjFGnkadngwC2WoU+fyHJ2TynHS1cVmXXOSpprxeJFIeT5ifU4sJp4KhmWGMjSUX/HUbVStEAOQMXhcObOuKqGRYFt/hAVINtQASG3I6jdtHLHVh3BeXZtRpm8njguahDzVU5VHbu2u5bm9OrLrtowuUzePNh4IMQXaUbWV6dpkQervZnMlF3FBVS8dj1rnkqHW39Uxeo862as7ZvL753tfrru+euqEVgS6LecrqrmQp7xYq95cQc5CbMyZ7svoV1KBWlTPUZjKA+1mwnwR9deDKECl1YNvUbPgCLwUuANpYMYtgk+744tUVt4ehJ+vXFmMC20+6WkUqB9YGVvPayKpSocaGwHhbfgf4vLI7cXO0OOnOpM7m68grwO05fwIe5oCck+aY6I6BoeUxhvelYpMA7DKCWPaB+83PzhHbX9+z/mCbN9onqw1EE0mGo67Y5qx7XgSNg38esldkSpEAU0sMpqzrIJofmZg8/t5B4X7VTAIL8MfSg4tkMH4AzfpmMV4oB3IQ4+f55qouBQRnOdlSl3pmfhnPumO8iSVLtAbfR1WyiKmaWEzuW5MhXi8OFOq98NX/AJz9PGuZqKbFAjOO9fmM/pP3QGtYfv5VOa6xnAKM7NlcwMGZCV0WeyE96UkcCMXLIJLDohoSWtSqrK4pfie9VFJRGCBWGDh2I8es1P2poZaFJWhtnHuabRcypZ401l3FnQCWgLhTdmu3l7DtCtWOxuI5DC0gS9EJrhF9trAHNUeAE1a9sKRtV3Qmi4mFAzQPqWBihDaJsIQKWgE/z8YxQ4DbumqnAW9eH7zd7P7JZQ92HFzVC3wy9HvPUKDbnuEsvO/+fOC0Goi/3hyM5iM0GDz+4+IwAGs5Jg1ehNTU+EkHtNUT8Lm2CXj+INZ1noz4MWX36ufVjm4bKOAvrUGvALQPIv9h33rJ7G8NaN2ei3q8vRsTU20Zy6vW20ubCmRZVF733EfvZ4Dl+l09Zp1Y+25ar8O248Kd4xbJs9cDNnnuh+vT6vV2F04xnIc/u+KOwZ22k6WZzOTzGf2LJ/vqm9dMyHWW80779+gZEQJXGZJTh0UvL59jsRQwd3c8xOehz62JcYOVDE/W9K+AuSHJlbehGZhsm7gTNZPHmOCVSioa55ebJ8G5fR7jXv0Cy62OV2sx/kcVIYMoOyzhliEFvpMVUtARxNd25Nrf1bDLvNaY+79bMlwASioNlEXCIaN+1KQ8bzOYLRcfSVxvLYLn88xg9QcCV+BTKmx5goTUUnN00UVHWqGLD1aH1SCSseTExwEhWucKPWRLxOtW+6HOJ0/IMEazumUi7lVaPiB1gLnyrUCXcY0AUplg2k+ZJdujPGCdTCOWFMj+9B2yFBFpMqiVYdp3A4kcA2ajMiaqsgL8yc+7jsle6iApSsRqAlsC2Fpdq/ZVGqB7ecCWAVC8/PkvsL0T/OTrF8irUfsBhGoC225MwiDCve/AaTVZK84Qks9EZFjy1nusTy37GitnZ+LIsoa0h8e/zgUBIsZpN/c/0LC4NMtSqpKQyWRJ1r56pv5iK2wAkbzUrhn8FOBTMyQhmGJxUCmwClyeyFYnDlbkgipkEezrEgyrdIXcvG/ej1mrcDC0m63YRRX7uQXI5djNiWF23b4g2NIA1tKKupeQgUHRwhO3+E43pNrAks8CTqZDKc3tSJ0ky3MdKgRkiHg+gptqBGtMFc+393L8anh/AGj7dWpuR+9Yl3nCmBnMt5onbQXT6LZZ1jVCpkQ1M/3dkxZa0nPbOxS3sJVD/whSVRFs67r6vCFjklh5NkxDXD17WzNxy58nvVxGUFvjUetYzAwqP3P7KKeTeaXqMWtMa21z2MAAxqV4En5Aq/erSYwNPYV6WrB9aeVczy834MgbOwOMB+D1rpFsoHlxUJgL4kmGSlAQKjAkUgnubTZ/r0Cw5c9gb/mqdzsHQw50UQOjzUCsOKsawLWeh0NYwtVSNxwBAjk2Igh7GgVkOiJvgTbb+gHM4QrsCw76UYkTYLTZdezBuNlgXHvabN8vj1vsLR/1ktgYRELzC5ufQxIv1Y5UfPR9F8YVuH5fIH3Q/mQxr+wwY9F40XM4AV33BH2AvfRVS5R9r3JOXaEoigILtUFbvrCU2uL+Ku7mnqRyarcpj1X0YKPsaWF/h3ACPnAty6dmp4sUGBO/yPQySJ/Hq4aWIJFVZWg819XKDcYwS/apGpCdwNgNr6z5t7RxhVxjZVmxqxrsGF+N/g7j4P/k9Yr3/+7X9h0ZhS0ldagwAIgB1wBGPRN2ulrfllwVxurdX8KQbnIgJLszqF5hS/z5aFuJ+wWCabEgeEU/cRGBLAbAutBbN3ZfXRbLASvdLKbZh1S/EYSGqqonYjm4JMtZwWrcP0qL8LojnCHHfi7F2Okid2Y6rsE1YfsJDvT98xo3RVbBv1tcn5ZjylCBCF0AkvkWQavA9VYqyRWhb3uO0hBb0lhPo1iNUGVSI3SjQa5bfs/GhK1a2ASwRKxaXUnEn2NfKFMaSyQBM7cFfpOwBYyLpSM2hG0uFLH1e08TgDmkiVqikZjLhX3uMNhyaeb6yCx5RXiUSvIs7b5ue4I/nxselv3tCsArWYVcT9pxvd7GSVg77uQQeZzKeLI19xxVT902jZvLjd01SmfVuO63mKcKamf2dd4GGIArVCEvV5x+6ftVFtho0rt7xDYXVont+T3tdulbMK9uz3sz4kiRRYRS+cSPMQBWShEWSULvC7YiHSgJCmnbhQCPXrYYG6BDjCrZ3DYNK38M5zeWUvPaApj597xWCA5XYtPxmSQcGKJiP5IyDp2ySiQCGEfc63SOmMd0Aq57scP0VLFfs30++iy8pAWYvmUvKoM/P0t1v0rW1fPMzce3vX8PfHf/NdsPB6/OuLL0p1SWYzB6LfX+LteonMLg9nDD15Vv3zOzslQd0eYvJEXxB/AJ1BgeAaJ6VRUwH2I/wV89UJ7xf1zJ1FhTJIALEMmKFLM7csggXabP9gSu9WU9n7Nf4uPIODCP/1JVYyrdtWRA1JFJ88kaU1jC4HLLUIRgUuEgXiUBK6+9lNK9q73dO9pX3yYrLhIxZRHwDwySVQSu0tUkrUpVHxHLsEdb4uXjPmgCeHxmP5mhsEpXHDyEzmiModo5aqyR7BqxU1F1BUA/m+sdIliuiBAC3h0aEFFE+cF+EuAEyCbJZgKhpQqY26h5jJXFuiJdUAR8pdSfrvYMhvYft1HPSuUrQlkuhbO3CmoFRmWvBvTVYl4BOzavP565Alr5N6+1xcq9xDI5e5OgMY0jGV+71nz/A8zOxsyPIVsfWVMypmHwNJ9dbrPtCVKHOMDClN220fNTF9ifayug7aELj001x7wULglAWvef5f3K/gp/hmP8M9chYpfBLgm0soXzBOfnGLxclBes80fYpGYvL/t4OhkbSS3p3nGkaCDc92j8CgsccxlbmQcYKjCEmQ0nca9Xe3Cu2giMH7VHALaChm6Eg9xKjsN8msY4TE0bfgQyCHR2hTRb+IfHS9WV+IpiTJM7BjGY14nVGzxlqmDAf9ipyV61zfbp9TtFZNoDxW56cZYuZFXTjtYWNppsK8eEGI74gNib4FIk+087zu897IHJsXfhE8S1q4/7lp68Ia/Hu11/EgSzn6H1yjaE0zwGrpEILRKhDXde4aM2s63z3x+zOfPjPz13/cOH4/N6+/SYV57oyJXQ+yB3E3qmwc6O+0dlqbYmgOSxCCy3yZXE7hDk0MA4AAtxaRYKYHNgLTBgFvG2XBURuHJFBL1fjQPJCAwuq+ISalLkvyYGohot1QTR51Nqy/p1VLUDu66zhxNIsklkTAe5rjZNSj1CEshYkLGMpDIgx6q+OHXlRZZrBu77DsES2aFzecEwjKrAkwF2cYOnSxslNeBzDwCcGvanxWSn/DgWfI8AV50SLVu3WFq+K+yzAzzplqRV2dIaKpD1nhHsazK2ZoEIErEYWwsg4065Ou8YyvyxbnUmAPiz5YYvE+ZcguYkUThA/XsCV+kGsK0sLaLUIVfhfRFs7wQnzfjUYJ99fCM2F/C+6TAJ2bPr7/YqtpgZ4r3T4EXyyu5xybGwECiWNJRkQ/ker8sIYrZ90AS2CZXPVvXsIBfL5Xmxfjvbd3JPz6OiB59bKzabFYruvqu/T4tgFkzRy8VsSIQfiXvZ/HnuO2RdAsDp7WYL8Xki7Pk77XqUcPUYZktgUps7IhyqlfPuY9+XlkoADhyjCA73YQt7VgFaszV9tVtH7nuqtjA8igUytlyQo3dEeATJhbBvhRJ7FLZRG2XHGJcrAnl6Snmu+RgMMavA9ghgVJLhyDtZFq7UWY7vyJyScWXIXweAjn5e7N8pAVmrrLcIamGCWW/V3nX+jsjaZxys9QGh/xrsq9vr7AvSniy07wm4GR4wnDvsfjLKMqPcYaCYVGb2mklkPHf0d0dRz0EBxNa3vgqaesKYt4FgqDbbr2+w2fNio5X7d9QKSB/UaHoBsEB5JnXEbtzmUfGBI+A7L4qGBefBdx9pPxC8lg7VQakMC11+VcvTs/BFSnzrMOkk6KxM35AAhfvPycIGIKsv3BRzS4DKGr6Hg6UOfhjLVIL9I2GMfSpMcJ63JYCtwLXEvdpnvJCeoLFbjF+41VpKZZE5DQbaV//KTGrAAWyL495lATP2jJm6lBRzAxxdctZ1ZpvDULNEYxHnr1XTxEG0dFskVDACEejzCf39Ge3bK2TfgU2wvNxKxicQZV5FsJ8a9ueGfjbVgOWqcTxtyyDV1s856UaMazMA2B0Q9hV2bDdQ7F9zsLb7qrbdMMSbqsCUCZodo+1mtNpVAXQsF2Me+9kBG2/F2kY5ObLBFTOIn+uEBNWlDdqEULSbybjAXTVRXasrGhrO3xRwvMg4Rh620BSuFiDBEM8r7oiX8rjjTsWBZkYOxSsqOrK78DFgdSC5bTYJnmq1o2L4mgGAyNCd46oCADhoqF6eao9a+Xv1Zz3YW/ymsR2B+dkm8vcmYKKoOssO8YQk3Ab7jdULSZCJq4mh3RncuUTsEXgqnrNw/c/AtDCiAarjWC3L2tZJlkVr3jj3OE4lNMs+SMBFNniDFRAAIOdzlNoeCs9wnpiZ1Lcm6WWBPJ1trAHL8/BwBFsg6D2D3AqxUAEsQ5YOWO1QoCigZAC0raGfV8i+mxend2Ari0v+5AJ8bdjfNexPZpeWV/dULvTI5PkUKQU1LrIkKhyaTOA9qDO2MYGvAUTYol7NQ8fiMxBAuqCtiuVqNlRrMRVFCYFK+zwDzeG+uacs4mv5t4PxSm5ETCqPMRxT0MjoPjg3/x50Z+vxytjIHAri9/SuHRH/bQKwM9l40Aa1AW5bbfyMF4/euXrs2aPwoH1ykYLhpEduPGCYnKTEvdbjUPhfG1Kaas14J6W7nKEG1E/l977CvQO4PdkiGhNh3JRXCqnJYXSXM+5VWjOG8HINgxkMpK90oh9R2xoJVvl7dmh8AOi+p8teFSBzWQsGrCvk+ckY2W03kD7EYBU3/JBw5cdk3G1XmwzWBSJPwO2GiGWtrBrDNepbsywjSHagUVfkwZ5yjCjP0nsmbKkBvPa6+Uu/gHXoI9HptBiDJwnYrj9a8M2/p+H0neJH/xhY+m6G0QGYMGlqbRYrKvY4RjUoN44GXk0ay9hR/70S1v4oa4MlZ3mSQD8p9lOzWFN/hG7vBKcXxfrKx94ng03vDYOzmWGQWKBh8ZCBxfvOx6W43Zit2naNmt4DM+7gWoChjC6zXuHsKhxvMjErmGkyy5rXz/00BhCZlNWBoTgGkGEFqsEQKFmIDuj5BNl3XzioufdrHKWPgWkzchAU+vwEfXeGXG6Ql4tLswlmjWUAYxiCamFsPYzgIzjls2kzU1PbbNsBYzR98T6EDrD6U2HntAnkcjN7KJJSTdsW73qoonRfZPd23wcutp0w0Fpxh5q/bG2x7YsEVyZ9+blfX++v9S3gWgmJun2dqK+3e9ZyWSzD/+lk4/DNd4D2YIXvksSOGs8TtlQyQe1ygV6vHpYwscpa5pJKiNXvecwZ3Dxi6Hw/hgDpqfk7vqdrnx4XsXdYm+D65YKX325Yror3Pzcyo0tLu0yb64DWKgZq2B4qs/RVoijBEWspxMH8183OqQj2E5zVzH3bZrZ8uaiZkWsfgKvZKwLiAhTLvB8eApFkjVsmnEV5WuHCwOcbRYQd1KJL4mRCSC+iXB8QoXFD8YeZ8Kw2u4bkKArm8A8jh6M8F7EAQQJYzu1c5NCbxX2PnhkR6JM//7fdbDbJzfn5I7CdSJPv2344eJ1XsqppNG6bub6Pqk7xgjHOIXfxpVy9e2lHeXk1VrIYPALVKuY/ZIUCYzJYyYCXA8FmiYFNvdgBhFXBZ2cfIilKnQWgYZ0Z12VBFFQYKgtNN0oEoQDAQgbrCpxP2H/7R1j+6FdeXSjZ5igbSJFw1XiRRNYclxISIBwP5GfsW4D8dZ0S53owKgEECDC95K2teGmEfKXcKdnhYIZKFZcb+vszrr/9Dstlx+nn38W46Mmese7JOQRCtx+VJ8cNBRTYpVkEb4n/6WfTIOzn1SSfdHqZXU1ATwZQ+wmZ+NT5L8MCAGNd9zOCAea5IIL9tGA9N5y+3b2/LYwoWQbx0qnCutjiYBYdfVkdnHbTT1x9MtByyQStPC/K73bKAKlUNqALSjHux33aje+HBsAnazbEJM4sZ8P9IlQktV3FY5c7whhaPxZgbdjenbB8uEI+XPJZKoaZIQO6NPQfv8PLn3uHp19ecfr9qz2TlNniAgmw5EF3OaNoxiYje0QzfCat2K7BHeyf3WXTHzVn+w6PvVjpXn13hi4L2tMGXK9md5ovmIEQ27/T4q794XMUxU+Y2DUtTIAAEMIyrmzqOrRVSaYtuJPD4jG+TxsIAyTp0Iv7vy3AunihlQV4AuRygr7G6tZc/teb9aWCYQJUmRJ7O18iJJjftpCR5DwRhRTunvuDe3vAcj4KHwBgNlsE/f0Z25cntGvH8s2rJ3kKRBTallCCEZ+HdAV0z8W3rhbK1NHQ0BMwCVy20K7JtKVLd3nLBfdZ9xUYxjZUGjDb3mtJ7m5VCZeT2JT2Yray3YDMNTD7J7sCHv8f5WwBe76meOUIQSt9Ey/9ehTnWnM3MjzNL0DKdnxnCbBLrkRt1WbfFSCoLcY8Y4ytf34/is2m1wyLsem4YFSZQs5vxEu6NPTnM/YvTlheN7TrLceU510mb+RbC6c32qfFvFYjCIxo/OglqfJJlb30baLrLFv5/hnf/cs/w/4k+Mnf+kPIhxdjApfFJqbb5sbQk6YaMm6WgcC9G5AGjD1lf+p1OLNbXfUEvVYre7sbWJNfWQxQExjWRK0qkcXPQuiboQMdA0OL6Rg817ZBesfyB85SEYyQVWp9nASYJOYuInl+sonluxc/7xKrnQGA9/sHPeJ864ozwEuL+y7IyknBvNb9gNEo9g4sK/rzCdcfLzj/SnGqChS3HfrUEBWwGvD01Y4/+7eMkWueAGUvn//dvGRfGYt+bqEMsL5sbqAkQGlfbf/tyQzdUmJImxcnIIC0UANYDJcC/Yk3yFfZz8B+BqAN528cBQPuKipJaJv/XsZQ6VatjcbR+4OmcZ0q4pq0Git9Gj2FYn9qofMaRQW6uMHMMokWQ+XfixyW1eU1ZKB/HxO/KsNKw+f3Xk9LAo5JOq/d9pTS4rNVDFxNHGnfXfDun3S0D5e0Hf7sobVUvODztpTF1amAoH0fJsTPqv1ARiPaYFskmdMD4Knvzrj+zhfop4bzry5YX96b3WV8/EmMeb/d0mYxSYvnOngP4rvZ3R7uzDY+E0AyuozVZTgB5QPnMJ7vE3s6f39UKYuel70DF0+Soodl7xDcSjzqdB1tiTAHX5cbSL3eDJwDIzHCxspjbxUe4Hk4N073UD52vd5YgUoEIUtoYFuKzTJbc/5mD/C2sBqik04iyESm0r+I8UfHcjVb2W4+ph3BwIa6SyzmMSx8CYZNv5veK4ChAwZq1YiCpjh9Z7ZNbgSJiGIOlJIygsv7FzG4BvwGLyXHdMdAPoSaAENsVH3+8KRcH6u51HhNRq4a20ObQ9ECgHNsuV0C6bn6mXlUDnCAqj0uR1rAsZHk2ANoV5PJk2tJqKx4b06ere/5D7BVn5ywFRJIaCmNVVfz9WdlPbg/QTBjmaYqXO3avTpG7e0SlXqMeWw54XmSlm5bAtLrLV9UHp9xm5V1RQGl7hqzyjBbJENpMXpZRWXJvgcV39Kw0WDUErX8SZe/94FsRBXuBmBSYbdbSnFNJQaHcAUgzmnbX90g+rm0Q2+2L0M15oSGqqAwxAdX4EqGq95j3466rgGMGKO17Xa+s+khrr/8gB//8sP0rKRRZ+nBvnjmPPU663PkLhvZNapv9RIzyiB5dYParn0A0hbDWrpPFtMNWF8R7iqIxdv2VdLLqcD+5O+81/nuq2B9bVg/7Fi/22zfJpBLt6QmjqUzsBHj6u6z5vqzEA1twEwYS+PTSywrXW59NfZDrpiyZjEsONP1xMQ3j1N3pmGIjWN3HHQLMgQk7jnVDPwZ0W4JLboskN6NdeY+N4VcJtUN2oSjFfn1huXlMpwvYlnpPqbXgglgE3P8UE7pc21hZ2ff40daBV21caLkAuliEnlDoq5qem9qQlF9pxmXWftZz8FG1Zq+JwHgbGXEmerB/X80MR4B2IMm57Ox/ZdL2vu637YBr7bIEqUWuG/I4gZzYQeeHzv0ChszhghwP4K/A53eVMvJEK6PAoCjBQjKohHIe8ZFhSrat1c8vW4pnTaD4SYBHtul40xi4VF3fPGdjOoEqNS8Q9IlElb36T5FkqwmQBwLGFjfWNhAGyALgF4/azi9AMsLsL6W0EYu1jpQE6CU4JvFCLq6NrjNMxH2NA9xJXR8Tsrr8GvpyASxShLG94V5nYkl3lvve0gcavmuEogF1IbSQNgGTeDeAeDAawHOTxrb6WI2u9Fmz8D0ESNc+/4926frvHKiamKriXn1UYPiK3gk64cClCiBxc1fLnj/t//A/nDgRzDKhCAA6X4SCW3U0PRjbGwvoQK+eq8yW9WFFewtDU9NvOoFHDLOdM7ur20omiDjvl2HoH693YC2gJXBIubVwwgGSZg6zJUBCBZ3GcEtExsmJYRwM5ENbqkLiHUdZb3mF4SfexKNXG4ZOlJWVsqyjNXlx99v5fiVUWtAX1tkyNOgmjxJPtz8u69mreh2iqB4YuFFgLOVB1yu3StWNUDtu+WqCEkTGggg45ZgrieyoIuznN3jqWxRY2ysqOD6I98Xi7EH2oFbt8Qt9BxLSqt0l8oS73NDahiSaWdY6DXBZ+p1Ioxgu3Ysr8XwlvvHMWm3PQ1OnaCKe4xMcagJbOWYUn7nXMmFT9WtXVtZiAjkQs9IYWP5TMwTae8GiE+rLVRnRRFuv6VNiTYUxPBz1Zjtz7xVCTkAHw8Z6D3Zv3XKYgfieZbXC85/ZB/J5Wr3jd/zp0gWCaj719jnbc/F/iOZKDFgrF79TV9f0wbG5K1pg+eIkaOEkOq+P/hezudUWSB4PmhDedh6XB67eJmGths4UO1esbLn815BJPMkfBzuzjFf59HfHPO3mNoZSHjBGbgTc9hXMuM+Ihxog2dXNhDeG2qY3vVBBNo0PW08FvchQK3ddRte9V/JzooTIyQjukfm7QsCxOnScPKF+LJ71n8DBq0vAj4Hrno0bsi+BSPsP6Malttss61w9QAuAMc5ziS2ev7Ne1PJiTJAgwIMxuPdL5rKfCeS+9btD7yyh8cr54vQgiNGdX7+Z9D9A9oPr7BVwQyQrmKyHv1gwigr3wCuU4GCAKHMzHRwFXqqlKVy4zCoEji9HwB4AEOSx9j3BKjzpEfwt8P06yJ5po2sZ3S4jUau/h6GtI/bcywILBmnR+aIgBJIQBmxrN7fqMzVy+e+QjqdEnQDI6NQYnBjrMn4svIXWWnvg9RQj1p6lg9nNY6+XRVCr+6B0A+MfQuDR8WItUHPHnfrGqadyXzCz3KcBQaStNnnYRQZe8Ug98nlsVysbKvswP7kSQGrGxUxRnbIBqVBdGNogFesCNkpge72DmjuUjLDazG3p2/McO3vV7SrJ64wRIai/WRrnHGQDvQzQjMWQOrKdh1W9zQ4kaBWE8N4DR7CACAyVRGxYGWVXQCt8L7G5FkGsdn4MrwiJFuQwJVG9M7lVJ6XPP9oCPW0mtsVSEAaLAjyHa+TMFm+Wc0kEhLvu/FZNo59Bfpvbt8zWQu4Bz5cvLxeDODMk1r9myAsGHLOFzl/sEJhJTcApP2p8oQRU98fs6d8tpaW8fy9HGMIa5rseWV2mQT8VmGEI2A8H7tu2xYA7rmLcuFc2GdIRZS6rfq20jCE47Gf0V/c96dN2037VRm1rJp4AELco6YeD6nxXQLT2f5wv4gPJVOLCvjcZgRQs30bALlY//aOSLwlyxoyWrwcwZDkJbuiidjj6AAWzTxn4a1TQNS8V+t3m2HXRaNPnN/MKygBQsckHuTnipTI6uWaQNtoP6vtHBrDzhSjHR6OMe432Gzes+GYSBb5UdOD0ISjZwy4i6GfY2Ln7cfOyti/ut338IT8yXVegQQ9Fehw1TywIgtkmlhC45SA5nzC9md/jPZyQ/vjr20V2nL/UBBAAlgC06jqMhkYTsi1MlYKSStU90kKyyWs6gBSWkrkvvwrDcXAFvgKedtSwqX0SS+XBPgct3oja5ED8fOIYGBKGTsLALrn9R0Zz7pqn+vOAwiJM95P9pPJanT58Z762A1Z33XVNTNrsTix7elSxu7yZAwKJ3PbxHe1/XsT7M8Ny0Ujm54SU3GLagwm57TyeV/d0BKcdcXiBlH6BFr3NHLagP1ZbH4sxIr43wSx/eQg18d3Py04f2e/m7zVbrGg3rpfrzaJWCeyB1CFbBZf1go7zHhWqAaYtr74u3DreS88DnZg2wjuGiy+2IHmDDjj3tUmYpnFgMUvLmL3rsEWfJ7AcQdc60KH7zqfOe+7VRzzZ3BxCbT6DFUX8z4BCma8U4g9GP/y7H3Cyv6zaVyYHNoNSzICEJMik6Hk+dlCud4/Y//ijHbdIV9/SK/KW40hCLNsFm1cIRgYviWAgbdZO/bh9cyUq7cabiAtwwGutwS1ExGhl+s9S92mfgff8QaAfdRftkp4xPflOsj6ql9DJRV4rAnkvHk+4PuBi6rk4PY93n/abPFQB1+Ad8a17hp4SfuoZQrNggbz4pJhYAF4YbZ8uRog3QmUHbSyeACBKxO1ogSr5u/NQSwB8OZgVJcFp9X6s1y6hS3sPcPPal8HMIpkTyFDrkCEAHofY15y3BDg2McuGGxFhqcc2OShqMCBrT78vekwv9exjuNPDPAjdnToN7erRFt9R2dvDUmI+qw+2v5B+xOVh83YuY6q9RmdmN11nGi4emQnRcOI9S+f8fo7z3j6RUP7hYzB6kxycSaVt2SodkXwShaJzcESNf5qYQKqDIAlVd+IgQrgWtkDXrPro+LpDH293BsiGiECWn42v7RLsr2RSYriQlNJABvxtSVZa47DYinYcg2sQW6SVz5hHKzGhypiszGbH16C1rJAiThGAg1V6PPJwOtVDWhw3w5zGQPFPdzRnY1dLuoxUG6lllEWBOIsKgX9d0TcdNtsXEJFoHabj84Oz+nw40OAk7GzLAZAZYJaxo/aglntCrh9KQ5oG/oiOH3okGeLhQWQMakNwyqXyVdWtSrjvoeSgh5jyuICdt8xFHpot27ldE8Lbj9acfp2w/JdLrQig5atGyDl72iTESIgJus27QuUogW9o4YVDJWz6gJXxBe+N4uLDUmrstjZ93vDF7Ho/Z554jZsTbJs52/afUzxzKYB9xNHtQHblt4fcRbqtKC/c48Jw8jmYxwBqiYAfNu6CKV6gP9LG4ixUuLMKPq2UU6297tyqCx+EG1dTRJRTf5Je7H/sVgCBkmvSMYtILsSEXOYVpw/AXOOsz/fc6JvLWLQd+gGqxA25Y9YrsZ4mvHd1Jyrmtzfg4MWjCvf5SJdKLsdn7H7FtvrU9jWbV6Ax7urnb9VO8UFCbvhoF/XPLc0Q3lMIo0Y09pHgtUApTknWOiZhMd/LmJA+939OKbJCmzvLbSgr8xdELRLw3LxctluOyNptQJYRZZHne3VfHucdR2Aq7pNbkA/LdifG9q1Y+2pVDMkYFWiYZ63H4DNeGfLQku73B2nKi48Os5haAB/1ncUuLcF3DYWgdP+lex4o31akYLasWoAawIFkypUk7UjqCHw1FLq04Ft++W3+PLb19SBrDFy6xIxIsNY1JVnZf0qcJ5kqsJNUStqzcHgkglUUeXEmdkM2HcAycQuVQvap0GqFD3Z18XZUwLSyW2VbqEpNrVqtwqylGstjDBX1iolHqMx9nfbXDmBTKcD/ir9NTOoBN7ib251//M8YezILGJ4XuS2JyPHF0nyJdLWIJcdTRX9vEBPDbI5iFMNdpEAjNJYWvA92by+whYni0biUm1coTNGKqSpdgC7GuPKd2xDrNaxw7NDeTwvQejs6362nxaSAGzvFpy/TRDVrh3Nhfz6Ygab6glAYQ1oP5qdL+LEGDvFMSnMpLjkFgDsTw3f/e6C07cNP/p3d0/OQhQZkFKoIJ+ZFveBvw+lX0vZZeyaiQtbeVd9ZlHxxJ3eM0a1JtBUjWEC195dF/YB6AwW/0FMJN/n3hGx3L+Jeb1vj9iamYU9cB+HrN62A5cblm8trlnmmDbgfvKqbT5PxxgWMPXXZBLr9r4odS3aWmZYWCSFHqL5mmlTXY0m8gPq94DZ8MriVlDabQH6sM/ASGLMgPbu+h20rqs/w77Ypaa2WKKyMhGsxvm+BUwfgYFpHtdHAFd10MOuslEGXM0eSFd0LK4JDVAuMGI/mzOtS4lPHVhCA7IdApE5gdO/d8WBviIZWbKrUCCqC2JI5Er21frS1G22x8LuZzh4NeJhe1pw+tBDZ7XtGnrZc/GAOsZDcYHKyANmLwl0HzCmugq29w3LIlhfDuzWbBYLmVCBab1fQwGZjzSTP/MBmwFybHT/2eDhOwDth4vjR2Es36N9GvM6U9iReVhW8UOdcna0RbY5Lq4YwA4TpAFZraS1iFG9CyQGRoDFwfRg/4GN1dSERddBBirK7hHk0Riuq+kTXq6uYOAP5tlW6QPg3ZGhEjVOKvrbUfUAB12+mqDFbWuoQA3B2Aj2JIGyNOB2LRN5GXeGOtCw73tRJ3CdWGe2pLqFeE8ZDsJ7tCw5TnTRcjveh9tmfSC4LEbX2Ph2v0IEnIV0A+gLDVbCaq/mot6fF6ALsFpiFnaFLDCWcbGXPqqZuFECEKtylmhVJWCVKARA6axGt5QztO0KnJCLHd1hdaj5OKoZzqWrhxikgoFpDPpztgIqXNF3aFtMZY2Mko9FZ7xqnSud2d2fBGt3o/9UWFxWx1JkRirs2Vy/2/DTv9eNpR3eybzPNQaaDIsthjTUB7QYyJHZRHxGyaxgCsgqV+DK1f02GeXhmDM4kPKuaT5P3K8CX74Tyue3JyP2Bob6tW+zza6Tz8yAVLf4wLJ3y4Svrn5VyMsFy8WVXWoZ72pPavtIbOhQtbDEniqQRRLqwsbloiqzGIVtqE3Lz7cdxnaS4OhQvU7jIMeL/npdFaTPxAdBKNukEGMdOWBmAYvLffcO+nw2hZYPL6aiQGKh/lMdwy6+DwCIuUHy98q6kVmU6XrqIR4wewKzj026OV5WjKWpATCb3qI6PDRszxj+UFVhGJQCjBc10IuQC+w1t8FjS3URC+2SYrMbhrCEqquqHUO8LGUR0cTtuREfy1XNNgdI5rE0QPFRTD1jaXN7BEkz6LfG+CiWy47zr5yxHopxIBnXYeCPk8cOE8rqfQeAluowKYl4DFiHvgyLwAcLnui3vP137dcjtvagfXqFrdkY1vrNQLKmrSWTt45MSXXh18pZoRBQBsh08pAvKyfF1iyJK7RUs29VwzUqvVxv90xrWwaWNfq/ATUxjMlf9W/Gg+rek5Xc6j6L6a06sNZlSbUD7kcXUUyyjGn1VsEt/wbcneWTdSwAerIMTSDv32H/2ZdoX79AvvnOgHozJlwLW8BkN0qGxWKCygNlcRH3smsy7WwEq2TZRbI/NVaxui+qixlmjHQVD+HoVspvt7+pKAB1g+auGos/TQNsQf5tlH9pAmwWh7nSre4FEViFpb3acagzKwq0KzJ7VQDt6nW7kfFWmxM0fquWjmBgycIOFWkcQC/XDORfrt1LKsID+X24mo1Ju9pz2zrsOgK0mhG0cq++z2rnkF3Rts0A5Wxk+CgXg6bChLv67iHls7rfnxK7G4xNc1UBII3hUQA/zwkk2OGiZtvt2fKFj/Q2LnqmiVPPZ0vsqga5Gt+6CPv+i/pfv1YnrWrD5lYXODNQqscC3Cbw8wnkXbcxFpPbc98j1yoTPcOzk9/rtnkC78GzFJUbR8Al57Ppgr+82lywrpAnf7YuXq3toMKXnM/QL94FsSDffgBzMwb7P4GON5UbZqB6BGS7Qp5O0HdP0OeTLc5fL3bN2+bSWQbkOZYyj7EUWxchRRO4fsS4P/rs6Pvqwp6fjd6t+Au/XsZ3lhWsZFO0qW8662o5ESHMCWByLSS8UW1znW4FOhRtA0STmRUBdNGsOIgCYJVg1S/JY2A7oxUVAAzICgksd/dbnKskAFUEuM3KWjoUXbDqYlrOn1gkVFuuHes1Y23rmN8laXEfHSsmxr3h3x1jroswjlhCUmsArY/sdsV9d4sYT9jWYmvmbUrlTfk+sfFvtB8OXutEx3jGWva1ajACgysQl8LixeG4It7KylIzrpVAanFwqSkzRXdgrEpVY6JiTGt851W7RMSlqfIlD6NEMAoM4E5OJ2OMRYDXy7gKBnw1jwTBPIYD6v6TL3H9c1/g6R/9Evj62zvR6ZDtoqJCV8sEp9QWGwEt+854wJo13JwVIBi+3gy4Xm/pFus2ngMYhQP1yp4fuWVbARENMATHycdYYn06QV6v44RZFwb+uQBZxYOWrmihUltU1wZRgVw7FrFys1yJG4h1UHXTFO2XXBwxdCN0A1k04NaBbtml27P1o20lRku7lRNcgO3ZS8PyfRMzhpbJ6iEFDVhfFH0DtndpXEPHcAH6Gbg1sbAE2Hbt5hp5zwZctSnaJsBiANYKLFgcK8eoarGGlBi1YjfzhFQFA5wWu+6S+S+33b6v41Tu+d3KvdlKI+5ZAF6gPzEuec8+UoNyM5kdFrOI56cucKrB3CwVQ7no6eqauG1gj3VdsP/WF1bt5+us0maTQUt7EAml94/zZ9lq0Qgggc4MKPceC4nwrrE9YN8AZFLVtkOezh9nZurCGEiCojCpAng41YEbdZ7QlwY5v0f/8hloDU0V8vKa/RbG0d5wF8fq3iV9/4T+fEL7cINse5Igrxebm56eSu5GAYm10U4H2XIEBsaFhG6bvSv9BGz7CJZrWEOTJC0etSpzVqUQOWY8J/V4ewFLFYhXoHJ3jvL74gBoN9truNaJB86VYufmwtwqHpa+8Dw8nRrgEyeE9EYCQMI933Y14kIJLI1BtZ8GLnUHcNIMLfPtrNt+oLNPud5PJt/2k4HlWhSh7SNQlc7vyQIj8jOG5C3abIJqCLAwx+GBgeL89oARPQSw5fMhdJH3wXXJ7V504Iay4C/nmY9Xzz8zs4eLtnHhq01sQUlv3HyswHEfZxo+XW2AE0gDRDlRoLxck2uPrmAmU3khgDtDGtdcQDKzTSM+tRgaLWoFQIBZALniXBarBz1r8Pk26k+WtGZGd7FqJ+JAXN894eVf+m30U8OXf/uPIpRAIgN/j8HW3epYk/VVVbQPrzj/IQzQffEe25/9MZZffgB+8RUvNsC6tgVYHVDvN59A8jZFjCpjateyvAolAgmAqtdb1uBelkHrdh6HYQWsGiuy4aFlTGt1A9cH3F3/ej5lnDEfRjJxJXTAQgvsu6g+JWJqMYzu2DogihZMuzOMq8e07eYmpzELKdLTxNLyXXaGUlQgH9RB7YJ+ErSrRnwTuoHNBnP191I0o69WFpErf4it/rvaO7Fc7DMaSzLDTBZoW0lwQoJc6x8NIjKWVXSocV2z74NtFYGevcTxRjWNDpAlpYGMhaa/T544Zgx2rrhZllNPi08wvh2fOT8+q9xldq3/vG3JulcGr/7js1NVKlglq8YpbnvKMJF12nasf/grsNpWjXcMxt9jXwcPyufaJENahmITdWz4ngIx7uFFm5UB6n6UNVzXsPHQPTVbAbc/7ZB1jTAq/8ykFNmnEr7Efb0oTcSF0i41217fPWH78TOwCE7X7T5MJQD1wXOxbVbd6bLZov/pDH13BraOdjVQHsTD6QTFbVycT+cJJZujc82Si3uHfvMdmoNtPYrXrYlct9tx2d4glfzeoXgyD/I74HOxMuxsYPx0WCwPexbQYesKsxHiNly6z6tii1ER3xYagDTi+qXM+7VrinRZd8Hywb5vm1VRlA2h7x35bur2fVekh0xYvTr/8RUQHxM+ElqOW4555+avfVTa9wrwgEjMutvJTqYt5z/KYtWkuUMprXg3RjwWmF8kFwV+7VEwwsFwzQEP+/2Wu/4IOM/fzfZhCruRbYfK7V5Saw47/dMPGygTkFjGmTaBnjx4n/GO1fjVbODa2XgRkynlC8QVrTw9jbJU3HXbDciyKMEcmzmwkLuZjH0f9VvpfqEBjFWyGVfdtpBmkb3j6RcXAwm7GXMh6+uMbRzT+4cmoRig332AfPfB+vHuqWjiIa4j9G2dCU72sw1Mq3Zjh2eRZgtVKEA3Ks04qN22wcjpdruP8y0MidR7JON9H4AskAl5Xtc7EiZYrID3WYshLnHSQvRVQh5MRsuBbGu2qvcVPVm4cM94H+W227vsL3/rakCVChJLA1lQM3TG/rZrtyTVq0T5WekcCgO0OAnabnGtEMFyS9Ba78UASlmOUuHuewRLKx3mMvMB0mar+eYJAQA8XMCNmrPJxmoiY8N8DJiluz0vaEvD6ZsrmPUf1bFqkoCzBGPpQE/ecm8JXXhRtKC5HNZJ0E9LlJ9F71i+u5VntgxKyUqVm5USHuphs449F6Vk6VlJj89MVNIqxhrIRRQNH+Ni44ZIovuPL+Z/PdsBa6bOqLIM5kg8SC6OerciAF2B88lc8YCFaomMkoi+UBjOUwgDK1BwALSEi3W/39s2hAfIeuABWhY7HhUCgAxPo2dn97ImsXguz46qzytEJvkS6+0G+eYDxBkiff8MPS2Zn9Fk8MrJ6QSc3O7PGrQN4TF8yCZ5PkKM4bZZQhZtMXMkrgfki49VKDRMx5XFWVX251HjO8o5LA3g8dx9wLzHnKHmjbGiLE7MMAnU0eHsNg9yYY6Fpjvdt7H/mnl4ukbyaEYbSGqrqs8ZjfZSTb2FJkFgdm8H2g0RqtVoW91mh91mslXpHjW5h3UJt5mGe9C9DfJPoKfmYWA9bTbxwZzYNa+RyPYqNbd9v+rtYJ5GuX/SAbnymePFSHpu/VmY9Xfv7nu1GbNtjj6OgyP79fG78APap6kNDPSxeNlWdzvwBZtL1VUpkdq8wlQVYQ6jSJC4ZAgAgGBgh1UapXM05Z10K7GiFOd313xUaJmSlcQZQ1XTM5SlAa8XLL/3cztmjdOFGRYmQgUrytYEwJKhCCLA199i/eqbHFHGvJYHJSWDWp5LUhZqKCVLAM7sVMCNJqWzdpiWiasJeIiEPJ0HhlomwzeHRsT9XBczojUujZMGjd8+1puXvTBfle3g88NWE+kqK6leN5ts9lYw19oyNqgwiO2yhSZpuzoYWxmCgDwWh3w3/r2vrlHoyVftZqCxOXEiHhO1OkA2dQHBXubktgPYjGkNtne3Yy43zWMRIMSK3T6T3foRRQnILvMagYxfihAHG6fTNz72vYfh0xpQHKtusdrTe33eZMR3O11Zzvr2nNCCXeA7yG3JpC0Z+2SJFGkP7uKiCFz5/lcZLCDB7dLsuZ4TB/gcloXMYJSpAf25Nq3PmWZGOW3CEWlYAawL6ccYsgzrshg4AnLxDQdbZETL5JYSfeVedO/fshggjomuhpgtYb/15ixnMLDeB1Yq3HbIvkBaw9KavSe3SUWgeueqTnWZo/TlBbJ5uNhtQ/ulhQ+E657P+e0GefcuSAedrtnGvQNt8TmnLPJqI4lC6azu6Mc9ZgLkmM6t79BXT4Bm8hrHro71DBicUZX5uLTZJWxjAE31OGVu09l+8FgAdOvGhErRbC3jaNn/BM4l3GltgGgAPvEwNe202f3uurjQt8QthJar2G0w274UL4RamJZ2WFgYBWP9V0ucwiCROFxfAZskHAxsT54ujlenbqzNftL3mA8SrBaQWBcIs90t98BCwGQEsoV4CpLoyGaLJcMJ0jMyy5PdnfPoOT767FFyZgXCR4mPH2mfFjbgHY8J6XpDe+mZgV5lqTgxuYGKrpXJJEoGFh3YCvgCEBJoAsP3ubJ0hqgkakWGf4C9BLdRopWrTvY9rrVDdbpJDK7mPt4HeTobKK79AjAH+N+FNFSVgnpdrQGtZzyuasp1eTasiOn/BYNJUF9iakNSJRhmH4so/9ryeibmRY2oRC3di2u5ntM6Psw+qejTKdlAxpf6bko3x9JgFsZX5D7RCJlSEcRZpxdGGD/dGhZmtmsBr94i6x3wFSkro5RQE4Z7+KoztAkVXqTAn5+NbnuguSEmQ2vJXgJmnDJAPx4bYvTFE8v4fUOAuQgd1lxv9VWwdI91BYYJRK497pN42AS2jqaa7CkTYKR0psNYpCMDGAa4uQus+3u+JHPOca2gEcgQE37eGvq7BU08dIX7shBBZVWXsmilN6CCTZfIG5izGfSKWHjEvg9sb97/zxi8AjEeWTWpeEfquz832jb/HQCikATvQbWnsahfoNc9AdxcvnU6x10MbpGK0m2HnFsuavz4rJgY4WSqgO7Qm4UvtA+vCPnG2tY1taSZaMtnvPfMv3C1CvnmO1OcORqn+lgR6EuPZzRCyFqL81JNJ8bXxxMwMDwwrFLv19Eqw5uDXdVbsq0VCHC+qcovfQzDsQ7kO8YYTi2kQhzDW8RYcm165N7gfFzA02H8JklwXnpzG7k0B3rFVvPn5PX0p89DENQnsAzx0h2QVdB7iX9V94LtGOQSAbj8EzzGNcmILFQgNqf1JFtq4lb1QkdMrLrNrgWOgFRmOWpha4sNjE7m/RtC/ap93j08cmbnp3PoWrS6abNrDOyMhYBjwPkI3B5eU7mefnB9D9qfTCqLfdi7i907aq8B90dGkbFPjB0iGCawJGCdANXAuAIph3JQcYXJRwFaGafX1dzObqBokFgYYNB9nRtBIgHX3oHzCn1nagLybQbYk5GwFXPPfhBM8zxkFBxU3rFOddjdgAlVqTX7HXFJfVQRGPoO5Mq/LWa8BLkoYFJcxKn5212rbwHxu55W9C+e0b57hXx4je3kcrOkCYKuYCCKAXU3sJ7Jrhn41CUBbWUJsfWcKJiwtPVJZqQDNw22gSAsPu8wEXU/dz8tUZ5VumJfWgJFb+FGa5kIBvjquimWm6/O3T3VlwTq7ToaQzKkfZHUh/V7T73Z03fqyVn2/fLajTmOh8A+bwSQFdByQTUbGRo3dw9XYBv3pRo67s+EHR6DJWV3hege1bXQWnEv+bGbArI4E9bHVTxDbXbNSTVk72RgtuJnjWelgokDgsGotmaTf2ECodROxm+at7syrkesXGwsGafeO4BmhEN9bmbPzVaYQBYNuHXo5QKR55wf6jm8H3I+h4dMWQ2LkzKVV+gt6J40VRlGFlx5eU2vXjDEPr+stM8b9OYLNQ9BoxxiXEuNo16XiVFe8j2ULKpj1br2ksyL4wl5fk8reeKuWL1cjhcYlRll2EdX6OurhzJMIRqtWYjfaQVumyuCKFAXt+zHDCxifj2QZXJv1+H1sNEmFIYVQN7X+hyF7b9/tnRNUC6q6CLHbCiKHrAADCGAerUvBbSnRFYkX5V9mFwGTKDWWUrKK66vwHrpESO7XHsW02F/BlZ1AqxvAbVH43kE/Op3B88bC+3gHlqMxM/R/HHUz0f4rvYj7HLZ9i1G9we0j4JXEfkrAP4KADyvP86TAY/r2BYjN7wILr2k754spo0ZwhRfFomYoUF5oLBD4j/1dotYoIEZ9G0GN3WTNCLsBzd3QfWQrwISzLqbI4zvdoXlJpZwA4ZKcDLg5wWUE+wOyVbLFNsKDHJgVAbQ/YYh5pfVwG63iSXWYW4OsEzWI+JmYS6sxUv5+Wp+SOJ11oPgXmY2rLLmTObgfeTf8JK4m78xsTK0FaA4Q2vu8JwcFM0q3Xi5UuuzRhZrXmsb9kPE7hWGkGoM5e92LUxvte20vaspaHTBkNHKGKa+ClJ4G54Ih8hOjYpbqqFAELqvnvkqBcB2//7yk4bbj4Af/UPB+qJYXjqi+IBqAC/Wuo7kNo5b1TRm6V0yC/G+uiEmHnVwn+oYktt4QuWg+UiDyFrmQCTTMeku7uetQ9o+Mgm8T0A+jwTFYTfmybwnMGEyUS2iweOKZIJYlc1zz4Z8RlJZg83G+/pFTKQP29F362KgZ2kGem6ugzS4/4udbxLhV0dJXvryksC2KscsFpKkt5s9l0VazwrE8H1HMkPOdJLhrN45vh9a1G8Ep1iQSdcgUBRIb0QZKwBZFIBxtgOgLF4Iz+4fGU8zWrrZ8UPxpUzmer1a/7ftniVm+ICPa7KmNAiZxxFJb3u3ueTpAbiocyN0DMup2/h10WZzH5G8L3BGNUDRvJiubS/H5bVN83RcG8ceMNRFW4QEYFSlqcCy2uzaD8szcQALUwfIBTf/pZ0lmdTZCUGMPW399my2dLnCCIdLt0IGfbTbZFrvyJbo4IFhqoCuA4xlZWhGLUZAkM/n95G+a4Ti7Ri3UR0JjW3P8CJM96y2+dk6AtdHwJTP/xEYPjrug/ZR8KqqfwPA3wCAnzz/rkYnVYNStyMt950vL0CVUdL3Twb6hpVZcf9WyntdbeLRlM8CkICqJg0d9b9PkyUS2AboLSzAAHr3DuXLDWAowcptt+1ewqRcfzDFhYklIB8YZIJIlfF4NNZkkavhUh2Trjz+NUIPGPQ/MBxl5bo0AC2ZWrLKQAIVMrr8nAuT3i1T/8Or92OJMpzaO0Lns8Yyenyw7ABL0wYD5NniBKSyYaz8VOItoWrPRLAalakl81cWBj5hq8jA4LatY19bFCuAGKiMZ1r8tkgCUOEKtSPipiIb1V1LbUvDLTvQ3cAuV2Nm49huaJebSWwtF+Dp6z1ksaqbigZYegb2q8tfaWuZZHVi0hyijCz7rVUlgCELJTTD6pTngtRKZQJgYpeDZH1azO1F9tcv6K6QyJ4JQRZLtY/vBxers5ehTmIBXNvgyopnrr4LjF+cE7w+s+pa1Wb/WH6m5YshwZGf3bU6iTSX1KmAj63GqA3MSgOePISjApF1zfKsDRkD68yunM8B4FTJmLawydJOwxxgx1yAZmFnQ/EExuUCzpQiWVLV8BYShB7GRPP5WSzOuso6xvPZLCwmiAntljx7NwHvYzzs/P2SfauMdejRLg3y7Iz17Qa9jKEHEZInYmNHj0m9LyRaqItc36WQTWxj35rvpwSKhQWnugPnMi0Aqc79PEcFq2y1D0cecx93IzMK4Bez1wGaC1pVIAGnfyBwYCqAQjK/QCWICALNlOtSNCQ4JolhNl5MUQbA+mqesuXWkRquE3B1vDNXMwwQGouSJAqiQpYnCauIVSirc6ETfIMtr43EBhPmdkCIveKc0/3h+zbfr/lefkr7PjGtJCk+0j5dbQBpyCK2sbIqIdPQcsXoE1H76jtz7ZGtq4aDYIcvyLqE0PTYlRG5h4ETydii2y0KBwTLWfeTEp4QhzUZD8uQLDGmQIYLaGElCSgruARSFDvidfsYi2udvpesimto4XqjkLZqSUBjqwUMKhvFBCrGE9PgsrTn4uN6uSLi0XZ/v+t10l1Yq4ExRqsAWVx7HFdq4h1bgA+JhY54jHTEVBFw9G4AKcBoeRYAr+JVnoMprCHYXYYmNMns6uvNBMCLW0VUbdEgXL36gTpiFd9XCTkrC8SHhTl4Fmfb1CVd8llqm1fpujFJqUOWNLrUepVd8f4FZuw2Rbv2MBxVQivK554WwMvlEpCSee3n1dz0i00scttd008Gw0iN5qyG5cehHizBca2r7fFQvRlDGwkaHkYQrUxITM5S3yfucXVrVYbuyBUVz5neFTrJwW65wKkT55ohNr8JGzhoR+CVze22dE9e7ZqAlO3IlV0JAGiAK8AeZb1cjSF9OgGnFXparRywM0D6+mpA04GtlFASqTZuOA8ytAGA+XV7AWVLevMYS3u95jHeioned9te3Rb1aQy0AzC7p8CxKkAdq6PqWvtugPV8hj6fjekWgXw4Qb/51nRlI4SnFI6ZG6+T4TN1fvVFwx34KPfnjg3lPtzU5ySNBSbyXVtaAlcep8jVPQRCpVVMEe9yKIocD6vtiPH9dnLADgbcMZ7q9rcs6ALAikYlL9k1QguqioDcOpaLvRvLq4UJRFLtYf8kPV4VZHIsmb/giwUAwSzXsAybnhLLGDkho5zWPM4tgXdefwGpdb+ZgJg/A46B64Rr7r47+mxu82L4I+2TY17rTRpu2DplA7NT3O9Ssi1Llnp1+dZ4VAKccP0BCQJFMDCJ64r+Wz/Gd//Sj3H+esPT3/uj0SidTinxwr4TiBU9wli1LkveWAI3IM4tDn5rQQTfIEW16w0BEqy2SS2A5WN7JkqVTmYfBgMo90awq7HFDlz33/0tvP7Zd3j/938J+frbANUDM9kE6A1yNtcVkyCiv55YFn1iYh3vG8FwdRGHMfTPqopEqaIEIKqnhFD23qPeOJ8biMSCJ7LXyaBospJMggoQqZpjRNfhxcBvf7bEss4kwE1NG7YAnTmAnyt3XUeDuFz9negA5bGgiNhVGsAGdRUCyfPwfb1pinHT2DSu/M0ARLaus58h+yVI78Fp8WQy1xlw5QFdjJm1TFjEqlx6j1hjFVj4AJkMVxFBa1nj+6XIPUSoiA8P35FtH+JcuZCIySwmJF/oBJsgBmiWlpWz4Ne/ptG+myDnyVBkBLqPAMXn3B4B18lmhXIFv7vb3pOcGIPMLPkZIAGeaOr378lAWv/Je1x++xnt2vGkYwjYXVxsZfMeTYr+TIicc145aKY/OoPtMjaUQgxPmOKjlNAj8DKMRXXPOzFxs0Qr/fId9p+8w/5uRbvsWFYrsnBcbn2x8Az2sSo/sFAECQyWz619qdd9BCZ4vgpgaYc6QkpvmAf4N/eld6wSRD6Wg324Y2XHRajsu/XBC8NwywjXnWz03aXIEAVrC6WN560b2v7S0/aHggAmEOzzDAskoLDBNjTOhgrvW7neYrPJImNpJnvmHrzQcHW7POjhAhnSJeJkzXiPyNZaSd5+3/+O+8UGsd2RbTjSMm7Zh4E44P0/ekfpzZ3fZ4L0o2fxoH2yVJbODzMTXebYQ/6rlbeoa0fAU4GQg0KohgxVAEeCy3LsKm0FEejzipfftqpJT0fofQZVTP64u1Qd4lYHHdkKZBnGACR45e+PXETAwAgAyAQu7s8HpTINzhgMoJUZqKqwYtI7amnZfl5w+3LxF8NXdHTXbT2YZcbpGhDfIwY2QCz75Cvuu/gwNjKh7FP9u7Lft82eiQl0RHJPGC1nAX3bcENPhnyou1xfCi6AVJNdFPMUtOtu9bWfF4tHBULnFVxtA0AH2jVd8EAavXZxI6PI8IELDYUZGsbRqnvlZVO0vbucFAZFg0YgLwI9OWO5aYDB7koBuphAty1WvBG8NkE/NbS9ez6GWWNtpoXLogMqgKzNpLS2DqC4RqcEvejTSuCIjDlemzG0ZEe9f/O9BJDMa30+KvPDexai5A4auNghWOWz2H2bph6XuZhrlHZoWTy86Xv4oX5dW3lPhtrxdWIhYJ1B5zDZPQBmQOptV8BzdIzKhvNZW8TKLau5h6WGg8znfYvhqZ/XEIZHjR65g+OG166e/1GCimoqCPxQd+pc9tvDm/oiZoKuUxxszTPh+74ZMwzXRA+1GR8HvVwhddz53VuNcx7DOgg4gPuFogOeKPZD8OOs4gCGqs2uLOs8LJM9N5e52SlZO3BqkVAlfYx7jSIDqg4mC1GgCPnD3M6Po4j7p4vY6+HAlXkMtU9Q9cIzWqSyxJhOhg8IilpD9i+OJIhx0pJzAPQkELibwBQXaoRmxQws9lOB6xCSMI0x7WnV4n7r+Z3vYU0YnLc5+rtN7y4TCGssfXTu4wD208vDzifwDMYhuQKSiD7chW0AEnEhBIQEtAQ9XEUq42omtz3ZNBFg27D8/Cv8zr/1wTX59jEEIZKJvE2g+G5ly+ssYBXNV8l1hUDGEA5a2T9MN45xqXfnz2ztu+0rYK1j3qd+A0NcKVfzp3/4c/z0H1v/qBMr62Jg4MJM3jb2lZW6UAwLQws63dTIeGEuPNiHGjZQYxW5TQEq6syBbJY0oeuSbDv1pkTCXXV3zbxVtURurCZ7nCcmAAfAKrvbDcGyNOg7l6pZ3N1/tgtsN42JvQPBqmapQNMcHJIEIjlOsVw6cOvoazMNvt3YXcDK0OoiWC4lM7Uj38pdB0AaK/tezuU6t5BkaNWTyuAhBwopaht+PEG6kTyRQLtkfNXJJ53Nn2cOOVfy8U4h449n4+QMzfAMiKRbjGwdAenR6n2+pzWBi2O92+Km//QL3H58xtPvf+1JRQpgL4wEPs92MMlk6WLasGn7GbC95cabFx9xko8ApN3e++XrV7zbrGyzfLg8Bq71mPMcFHaxj33ns1cXTXPf+dMZ5EGP/K2+PPrsUTsKFyjH0W2DfHjF2gTLywnycoV89Y3NcywO0QRgrHkt+W0nsEXcFXf3S69XyzFgKVhe8yOQ0E2bW3hOzuOtpdeLni5v4V0p724AsEIm8NzDQmq+rxNQjBwIALII2uLVKCMef1yYBUvZJBjMGYDeqRR47Cv1tAko6/e5b0nMAgZmV0WSaHUAHeON+nmx2R5Oxu9jPivXYsd2AEswWjxgKj5Nuz0XdeaXZAPnxMq4vvWO1u957VHJrj3edv58blT8OK3Qd2fo2tC+w1gu9nu0Hx7zui5QWY3dKB3W1QPGVZNlBfwlmi7U41BzYArIAFJuirp7BbhmVyRkqGhcRQS4XK1vBFA87hQQPyf01POHFp5r+4mzxfrFO1NJ+Orbe3BUzwcHsW0E4EN4ANsysQxT7CyA1Dys3/F4HE8bsMIid4thLftRVkt7txK3ddFQjSqBMRmManQZ5gAkE1vHv04G7Gf9vLAuVlNbjCne9gSt9X5UFoUvNPtdDGLqVebzMIRY1AVUAUntuvmLfDLG8ryEEWkXlusD0BULXe+M8SYrykcSGDNYq6HsnqUqaVxZiCCC+gnU6abrkmEEra7KafCRIQqcIxbfpygNJNB0I37boUuza+2K5bbbKp36ugJsX56hq+D0q4spHGx0S2l6SLZelAqahSA0jUVjKBLctrQHZexZNtMWnnvWvOb7VMMGGGoi+bzNBrR9uOLpw9VCkxi+tHdQD/SzjXkVyfEo7l1tkvFzwGhfa2IdS4MeZQMfMS1lgRn39yihVjUkm5aXy8cnUzaWouVxRY77tizQd0/2TrzekpE/apUAqH2oygU/lFWd2xFwpW3lIvXlBXi9oNGjyDC33s1Odh0B6xBG1mLBhom14+d6Lba9LZDnpylERGO+pGwlgFgA6dJS3/tyS4b0LfB5Nw602W/sM8yJKLZd0F638LjoYmy9LoK+IvMOuHtTiIdekVkNMBgA17vlNjtBHyI0K/siWaJbEWymtOxvKLbwnLTPR6Rf3aflNlmgB74IQIBcVoas49lPDduXJ/RFcP76hvZ680SxCajOj7+rLbHEdrDnNYa2l37X93i+jjp311CTeftiH+S2m9euqkF9Tzvww5lXZnue1rs4MmOH2kj/dg0DoOviE8s6IniyrEC4rkOeqhopj0uNpCfGwa7t/mIr6OWAMCPbWdIwtDObR2ZISxbqumD77S9w+9EJ77/9YDGZ1XBerim35f3SahBZLWsKD7hb2WuHyghw6coHlgSMYagwGBhZTjH5K+9PVwzJXoyLrStqWwk4MCWLAjAeNjtTzjuwySXeivHDXKAcuWx9DPYfPUN2n7zIMueFg6v9QVppeF7qAsL7U5UO2CfehzqmXKlvCxa1bPx23dGfVtDt1BeJMq4KQbsVwDYbmq7oPsZVL1Y9rimSr7wELDNXAbg73txbUrVm2U/xCigxWfmxyiTWVK1Lql4pBmGAbZtkS9u2xbZV5goLoKcF3/zFM77+9wr+uf8z8PRHH1Iz1/cHyn7BsvjYu4bzUKWH4ImGifJxFYAWHeTwksyKAsD4LJTnRD685ucMNzmIO/8sG9+PWnRFRrWMAXhyn8qksR0BxXki83PdLWiH/REAdjjfW43vWk0aPYrlXJqx8c8r9LRg2f08M1Cbx6h+t7TUqfUqiochZg/7esC03gHFlmV3mxiber1CP2zDc66XC7A50TAD8KVBVmNmdcrpOO4XgfiBCgdt6KN7IZJJnUCxKXp/bfM7V0HqtMiJfebtVQEYwIpKjSJoTirp2qCnxSst0h2IAKaRWCsS3925xik1Vdz/g1IBNxcYGVR2t9AvTZUBfl48ZYmSMdpspdoRcQLPV8iMAXAWJjv6bvvrqeHy0xXXL4z8eHq93Ss/zGNbfzaJJPtBkeSt9362F/N56jMwbyeS3vF5337Q34P2w8Hr9OIweeZQ9DqyHHt2lp08n9Ktz8lslr2qFblq3CTBS2VpSgypXm+Q8ymY2xlARfgBixw4CGU4wF1VrL1D2obTH3yF0z/ZE6his0D4vY8SVUAAZ43KMu6epy3jjWUYAQEitycY1A6tSg7ctq7Y+fe+A6eTMcSnFfLLr5Olrcwp9yPIbIvv78lcX76zzz+8hDE0lqyPBjnY3xKXG7JbJf6thl3U+3C5YfnFt7Z6r5Vu8kaNLzBdONyW95f3v/wdSX97LlTiflNL2D83gOTVzE6rZZKuDfvTgvV1BEzaBFhhkloKtN2Asq6CvjS0ykbGw4CIvxJ3R8mu6EPZVj92B3DKAg9V05AsbByvGktnJKXKUblU1R14Jdi72OJGy5jL1iFN8P7nG87fNpx+dZmuxdQOBl3A8h1EjE1jNbu9vHthKP3ZqHHffJ9nd1SdaCIOFiMj1or9qYY14toJov6/7b07ryzLuiU0IjKr5lxrn/e9t5vuVkO3aAkhMEBCAgdweAgDCRcLCaMNLDzw+AG4CIM/QItfgIMEBgYCjJYQr5Yuavq+zzn7nL33WmvOqsqMDyNifDEiMrKq5tz3cvucOUNaWjWr8hEZGfHF+Mb3wttsLCIDtDLaJDij34j02FssWt/6IKs+12u/qXEuzHP9nvER/bl6vRtMcFhWxC/nLL++PBfwGrf943mDDd4JkMMBISzwjAP6rEM/2FT/b6xa8uwF4ITDIee8LrmVcbkAsO66thswE37wFdKPvwJWQ/zVtzUHbd8GgNLO56oITHF7Ds8D4Gmzzkt9P/p7fzywUTD9936+0d+aFt0QPLdvTot5KPO1gMI1AUvJVz5NCA85RaDNsd4rSLDrDM/12ltgalpDeU5DTa+lx3bguMlyUK6jPrzKvlJmu0XKya36XlxeKmPajG25bqP0Z8Lj8GlFvETMX9Yxw5rZija7gK+/rOw38qBvo/e8M2U250xh8Fu3L3hfg6fdvNZel23AUziZB2Q06bJUAGnHVAM/nVvtTn0khZlp/OWk/GDTOpbPiwRo+dc11SwCNIuEtd4DqCwBQQ7BD300Pn+pt2Qy9FGeSkDypQYAJcKbwoHMsxVP06DHwoEsCyUgWWaX1f+MSjOBKU35KSE8n4Gn0zYN11K0+YAKXM3gM/14gP3wK5z+5k9x+O6M+PkLGPxlJRggg/AytgTczkwK0KM/Y1E2nEHnhsSAt6dTfad8hzTdqWLSA57y2awuxmpO2/pfei32WALXnk81DVgIeS5gLQt4hl0iJqCajJjDMLEIgAifIuwiGXuuhRB8cSvYDIuVTAByfAHoztgaQHbWVmur0rAlc2FN852bs0o+WybH9qZBZyX3ayhpsfKYAuGS8PgnX8paYCaH5H8Hj54tYz+KhNYmm0mTvohrhO4587xl6TUFlj8DlSeCU2yB1hvL7XqzDeaPb1Sd21YPcJtG+cO53bk8NY3ra8R29qxtF5jq7gZ67SRzbMSk63MkA9JSXAXWmh82xu0mrADL+yNgS3MNS3+YhtCrFm6eK9axUsWqN4mva7VWnkr6rr4UbGjv7V8fj7CvPmD9eERcEvBpBk6n7X18jKwCxWSZ6S2uW+F42O5lDZOGypbxea4x2fp78/y1mEMtDW85f+3lsrmGYal65zz7vAoXyykD5+QyzNLkqacYlb9XPGFYKUyP8/7KOExtEQD6xyrrqpUYh00ArzOsvhbR+KZ6v3w8UIhoa0BwPC14+AVN/qkFqKrQKRObBMmrIst2B/s5nGM6v/j3yILDewzmkT13qVEH7XXgtdeE2QldwHwABAnWCvDSfWuoC4WgctnxeRxqabGCF2V4VZvgpljMY87IccEgA9tAxq+ApTADtqzlnAqww2hz5kQzSZVV/C7DFP0cQ9Hij8diQl0bcOlZEyTKOqe8qs8UwlzzvwJwM/+6FlN0qEDNx4qhiZX9zSU9J7iJXqq04MszHv7wG4TnUzGRDIBJEhBJ1rdcRyetoQQCde+T1dGG7zeErQDVUp8ccx63LC1IV6235GQ0f0+WE4Vz7MJUz9HFfr4gHGbgEvN4l4pSmmSaWnpYzNnYtSgYoZSvtZBN/nEtLGUBv6BwSyXCNBXgqj7aeQARz4sXM0hzqYgVS+LpSEBY+kIAW8BqeC6VyiJqRa7CXBiFcAGUns+VTFNC59NajjMDio9sYK7m8g7DsmbXILWwcL4ALXD1uZSaddPkQua1FcCW/JcVAIcaLNaAgtgwQ1YUjDfdRizY6Pe+qYzfsJYKbga/EwQ6gEtbRlX/51zm3PQ+yYZ4KeV/u6BfO19AptOBmALXkd8tXUvY6OuJvAeEvo9scWoB92bMiiwsqcE2oEzGzJ5PwPncfOfXoGztWWamHCsK3/R0yUoqwa+7c8l1xG1s248Vdko5n6w+K/fQmN0bGhDKa40Y8P5ZgFaxLIUjDPCsQs0YdefZ5ZIB9mTttZABtZIYYAaVSeZtKgFVBKIhZBepqYDchCzzoqQxLMd60YEQyjBWUNsGm5X+WAWFteDBACzzXDfXJ5GZAjQT8r2bPVjkpGV3ApfxXct7VYtNXD4TW6hLl45vv8b1+v3zOEGhcjg4gXVV/nAenS81v/2N9rpUWSNN1awIpLTtpHdWJrlGrHl5OjEvU3j17GyMOdqyFxx9njnwMgJmWLqP+ftKX2y9CIUvvqr8HamZLA6IC9OnZWWVHXWTUwjV1/VyqZtqDBl0TqEFrgoYO+DoeQd5fi8cLks1AUnWAJgV5lrKCZaa4B6BupaKM8/POZKT/Uilj5dz2TRkYtGMRpMfWdOShsaD7whcrTBsTOfSAx3NzalmBZqUJZjO87ZybGXjawBtGiwGBcQlqMc3hJL5IH+OwOMMe5hzHe3VKhB1thPAgpy+hS4Bc8zFBopmnXMTCnAt40GNnUFRiMUPsQDlHPEanQGm6StneyjXWFPty2mtjGtKCBfLVbFKPldaTcJSxvpSwTxNUSGt+TM3hBDyNFzqfAh8L+V/T2F2rveoip85cG380Iu1hWukARkEOXRNkQhpO5TiH5aqEtakE1qbQM437+8KbDeLotCHVeUzWqB67fwR0O3HubH8yOapje9ZI+A555YVsAxUw/TgxzONVQO01rXKK1thS2H1pqlW3jKrwXu0rGm1LCDPvZKZI8yQ36zdY8o9mV1mCNz45Gva/713G2PT3N7z7FYJOxc3CC0+84tfVxdNFlBQ5nbkwqDA1vtmsC9P9T268jgBB1UW5Hn0nV8DsXo9gm4gg2PGZuy5YLClFVirtcwZSSv+r0a5xMwxEernagYJ1jIgIgdmkbwoomoIXCHnIThwpdztK2fxuz0GNqypqZaYv6tgsmmU7U7a+R0E0Ja9T/rgFjNXZqx5liFg7Umq3qi8p/j6TeUa7vcbvFjNELTyvKWs7WnKRN2N9vJsA/oArsEUNlWDbdzMm2r2Aaa5iQFAlIoh8gAKapdFtL1U2RTJDxuA9jcBfa4x9sBGgWgEaoCSFB2gLC0R+m5iVraPfpD8HQArpTiYmtoXRh9MU//OlAOqGH3t2Rh82LPm7AxBU4O6CCQrgEHBJQsZ+MYUER6O9Vz24XjIfdAAPBd0KU9gug149oT6/FDwXjaIPLaTC0kjaE7mizX7l3bBGmZ1PnHlcF70VbvQMTR8H1aE9zQBTaqWchJBNt1KisZPX1hY8QdNBjwcgOcsOHLUasD0+YL08QA7xAzWkJnY6YRW03ZnfjRFBzhWIVQ21Z+rAMNQgqf2HN7pW+spWy7Vz0lBJqYswAhGG8HSZyHQ9xDR+LRmUBzcNwpAzcF7kCpWnA/FF7gx6Rc3GzPzGvHOvPK7da3MmjbxcW2ixp11Rd38vFSmrLtrAvcttF5mKzPN39mujdUeuN1TEHTOkaDo7zf6O8YMXClPuHf0zL0VuZXa713u89omuVtJLgBbtjitsDPcxczlsbKgPE6V+1FLdjvAq79u3+bZy+Rma+WE8HCEfcylYsPnnJ3gxa0vlKBt5e8cv7qvuouTKyO2/+6BLdNeZLlnEuL9GxC933Jhn0tlnWUvZLrFKuZZVpaKSXQrVj4+u27ZGhy4apCTpz8MoUb9I9ThsjoGXgAhhmYPaOS6Hk+Zvdo4qGpvnXXKnyv+zhbX30O5F6+tuXNr9bHuvtJHEMRrozVdm7qN9cC1XHO3AlivsIjl41b7Xnle+zxvbjJMhqyalAdQtwGNDr90YIzX1kAsTaGgwTk6UMcSNKX+kUCpylE+6yPIRh6QNzbX2uhfKuDMfV6L2VTBrT+7bNAOXJNUGeIitwTTiMEQwMICtpZF7AK+gFIVLm76EbCqvmC9aUzZKaACy5QZ03A4IP3kB3ks/vDnVVDP3Tl+n54h4DsVNtlBeZkLcy6eQEFlKSA8PSM8C9vGd8cNThUYwBnXpra5KCo+xvTHVeZiXesY0IxHH2E9l0BLr1uUjXgqQmIKNbdqSaru6+GS2kVbsD8TwrN6Va54ku8Vz2WOEEAasln+MGXmVRJXM+F3pFsA2SC+CnflsKoElPs0GUDYFhlvUTRzuq1U0hhZTmmWEjwqVxOlhxKIqaah3qzIOVT+dkWwKKbh6Tm/h+I25OnplI2LMZtER+++sCRYq+KEefbE8YHs7nurrQN2dx3bfwbGbFsPZkabsvqw6nuW/8PhUCsChuCyJCgAXpYqp4o8rGb/ahmjC9Gwz5v5usIuAkxjANZu/biFsJOH/WasDGXPVqp7AL+PIjvX1YNwPUiVe4EqjCNGVa/bs7DXgOuoWfVBptxq5S7ggXDKpJXzGIzp7hNxaq1l/RgqK8xxKnI1aAoxugDS6lcAGnN4A0BYYq1ElSxjbvUZXgxeAUuI5aaFUGpllXs4eEUBpWWMCFwLEG7BW2pZX1rklBkFKgtsO3NT96fSN0yxknhLq8T5/TvmdZO1YHCOk1tOaMhaLfihaUqqKak0Aq19C3y/xy2g3mkvB68yeJ5IVwOzQqjVcFYBNMlqrWXVKhz8oAJXFWYl7U59mamCGDcvysvUwdAUSXuafie8Q6lEFeapyTrgjOxazJW8tgR2NZefooOSMJUiAMoalOwEBlSB5ZkApsoOclz0GB/rrFWGeYIt5TcCbgGx2TRWqmgVoO7sw+WC+MtvszBQ9sLE7NoHlLEJs+r9XSETPgJpqSCWGvyySFWoqfihVlOe+kaqi0ZgNC6fAajlfr2PmtmgukTkd1l8jcv4Y8pR86xQYwsqqzjPwDlVEFWYnxAj0uOMeC7s8XF2/9Gw5kj9zKbCE0Srtt+kllpSqUSlWnme32HN2ryVQLF8fAGu4sxP4eeRspyHGtSkApFrLkFYgfJeirIYyjjUKlepJiAHWqHUsyWBkhutTCAgKZuWC+1lbawYfs3D1N6H4Lu3SvAcFXYFjDduPndq87/1bcTo6Hd7m0b/nm+ZePtr9+f6NeQYBXUEov27VtIC2GR5abPRFKVPgKuDHboPjJhRugnspbpqXLUEaMXBczTXzL+Fx0ef284al5yr9pDdAcLTKed8LdYuLVNrl0tmXNeU3bxutb38sv0zq6zX41IsKbzEvM/c42UvzO+pWCUXIVzKb7Ym2HLxfcUsjuca9x2gSWLjVkygvv81wVBc/sSHOixlzfOZpikTDvThL3lh63UjsNOd3CcF5PXvnBNW/0a5Rx4j3xpFZivL2gRrcVz1ef2enbKgfSrjkM/JRT98jBTkqvzv20iBFfxkpVR7eDjK+kp5fmqJYnQyu+/nSJH7Hu31AVu6MWmqKm6CXiWpNKJ25nsEWnZNAqb8OkEektdiOVWavUalRxX8ksW94lzv1yrXIWChlrn1Xd1mIuAL8Q2TIDdflDdqBJtFVEYz5oAsdydgFoFe9pONlcIF+PAIPB4RvvkkAibCfvQVLr/7EYc/+gb4+tcVYHcg1J6f6ztgxH+v+WlRBGGR8zsp4G6TQktY9l7waAoxea/uGiGsgbOky+ruGV6sQceB3ysGV/82WH0HdJNwn8jCzMbiSnC+lDKVEQjmUbYWQ80qME05bUyMtbuIFUiGLNDSISKc1ux2AGsqswCoWjmzAkwogNEQLnCBS43dgW6ppNK8K7PqjkM2gWBALBosmWs8luunsAQq7LzIQc9yA60C2mzeoRGqbbq0nLcyqDJX1kMgg6NuNVyfvI4Kc7OqnJKxF4vLm3cX2Gv3MK7a/qL8hq9tZHQz6u+vx88lVV9/DWVozYA0+fcZ0JQcrilvvKZ7iefSnlsCxLQvck/3W+36OgKx8wwc5uxqM08Iz2fYd5/q8z4cs3IcQlbM144FBjKQpCvFKCvBno+rAtPeXWHv/Y6Ar7pDJMtAhvtVqmvc5SwMGhyc+0OAGut5ZGEnGVOdHwrW9bv17Kw13eJCOSbHIKTqK6vpFZWARsxbk2IWglMORaeMMNNA7md5JlrVIpxoaUCryu97gGQHQEN5ph6U7gZc9bJydD+9l46tKvyFcArEOhowWwigQHzn4yT309iD0Xrvn7n3jR+014HX/qYxAEk3tsGNtcM6mDQZmwyYbkoala7/87MKKBDgTHWz5jX7l9QzEBr9qmm6IJOQDJgGCq0p55SdpiZaktqIMZp1mrIZ7HJpFrYKDQeuakrRF07WlSysslUMOqKP6fmM8DRj/nXMWjzN5iFUh28FHdNUmVRqo5D+pVgBNfPQ9ovBfZ9jBbBTJ6x4bWU8yK6oAjTJfZmFIsSahFsBvmdRkEXdgNmETZ459bNyQTlJgFAnRMr3IRnssuQ8umbAec0s4QXwOtJIpVJXQDgvmC5rNdvEovWXd69aeTwvObNBFABcGP/wZdnUqg4sx+yKnbCtVBiaOVaeS3J+NjXER0JVlVN9h+oCVBLCUzkN332pQJnXKIDSSrq2EA+ibLaKnysmTJekvuz6nGTtuM55j5Sq/y4DKja2wPe220bs7F9US1bBhDauZY0Z8LU9uM4IfPGVK6HBe3IzjVlBDa4IJ9iU6nrndzxPLV8qG/tn2msFdIZYrnlZigw2z50aTjl1lgFb0yzlFkHewEq8Ob4/V78fuRbcalImvD5XAvo1RrcHvQ+bMr1UBuZQg3ylwM72Pjv9CZ0ss5LUPxVL3VzyU1sAJiu+vbL/FoIgB2JZM+8aTz+DkwtuCUZsQSktbF1zENtYEDrgBsh8rvsn95D8mANZvbded4CrHWbYwzHHRXw55ViCvsXsqlGz9JRnK5jKXf5i2qa3A1rcJdfcvFchIZqg9Cvt+4FXagKlmo5vzrH4xtDJHshCiOBGmZl5Ai4yuNz0KHCsgJ1w2D5on4IhlhQpCjbpr1pKS4ZlrSbIWQAYQZyzsN2g81nURWFds6ZXNtDGNCnmZwo+B7dkAnU9E7AqmGK51wLc6vOXxUpf2S9PwKcvbUDXssC++4zw3WeYgjOyWsV/DMdSInBZMxOpLhy9/ybZBgJ9av4EkCvqouOzsNtuwolyj+5cBUc6eZMBJswvUH9fS+7aqRRScDPaVEEQ0JayZf90I3LzZGXCfRzotkLXAUw5jZizDMgsokXgvADHGdNzKYRAcOqLuLifzDHLn5RqgNWyerWWfoNmNauwlOCrOda57UBfUrwo+ObzeCaHzg2Hz6mO9/o7fcq5nrRvXNOHGZ//zk9x/kHEz/6nc958OjcZr543EmhAa+EofwPY+jlTbhDIL/X67m5yPtd3mla0Nsg33PrNTpUCfe/6fX/eteO0XfOH7ckMNvFvbGS2sv89uB6BbZM1fK2pZY9WCaD4l5orTiEE4CgR/69ta4I9nxCWXJY654jN8s+enhDWzGDZ+VJlXO/HyopcQE6zdTlfZ1Vvfc/fbrVrAHfkYnGrMf6gxFl4wOZLqpgBAoCxnQtlfgagpgaMofp8ylx2ZlWDqNiUqU3wIi1ulYpbme3HUo4JLvEcrcB2niqD766ZMvZKDvagdLQW90DtYcbldz/CpoDjzwsZovt/IPkRq6uL3IfZPBDEV3WvD/33tAiyres288eN9nrwSvM4naE7QZjNIqTWyyZGk58C1FRA4encsp8qFEd+dZ4OKgi4WCvg7QVsjNnJvUvjk30OU62bTjZXr1W0NgDwHKkhZFOU3qsHr8r4xuCBYramLAibGtVrZVT5AqM15+ecqtSAyhimNWuSIdaJrkqDAjRbq3KsGQK4OTRCshMCjYm3LOQpFh/XmAdmpBU3QMgA9SVjn4GqPDjrK/emZs6mbiaSWssnP4UiU4wwOIBMreYTVrZPQTVy4F2gjyXZPxPWu2S9CPSvS2uuAJOAbcLrtXkv4SLBWHxnvlGmOrfNSk5XudZlKUxvAXosiMA5SBMWSj8WBqwln282xTZJfe+ew3c+z2gSu6uyJ/+H0wUPvzjh4ZeAp8Ui6OQaKnPfC3yUe4TCsPUmfkYU91G0DYChLJD1l7MrTP5O6jt9b/p+1QxaqwKFOi9GspjvkoxpZ+nwe7jsTrdB5GizU7a02zQ3fbrnmiMg3m/qVNbJwg4BTCzyUszjL2mWWSUbnZ+sAmMlMfpG5T5GNHEKr2lKILBdY2M717eroPUWmKVLgVlGcQzEujWmo3u6Fc7QEE8kUBhwGiOY6tC7mbIc3lS+kvefyabocj0wYIm/Twbm0AbQXosscL5Qew/5Th6w9l1Y2Rywy+dSMCuK2jWFTsd1yuTT9JwteuGytsf2feotI1wnkrXn6nq81Xi9F6yn14HXHhQKGKWPiR3m8WD0E0NNOwr4+O8wI/3gEQAQv/lcH879ofSFTFugXCKhw+enmrIrBNRcnVbvRd85TyGUsBF6jHqnj41GXtNfj3lPC8vIJMwOrA5ZowrrmhdvDECc6wKME3IJp1gjZVUbLcKmScnF/okv0JBs0iCr4mdkV7MK3Nj0Y8gs22F20JcjZOd2gquZiOeVIAWklP1u9yausDFhnjMwAepzWMr5ctkYlFXGwYMDqBBQoJE9BmAhNRuBs7ac1wRiKQFryGY/LmiN5F9RneaBZg2EZLAUXSkKF7QAes0BXADyPC1zPISQlQT33451LopW32j4/NuzcKTNvXyu99q2PDfMSu7gst4U5OpaPp1x+KOv/T52ueQ8nJxTHM9Ysgmon+rajVcPTns5A9Q1uqyNj6v7L7qCpHLnhUDjt6ntMacjYLg3TiOWZwAS7TDDPhyBBMQvz+37vaclA0JhgjhHFYTstT1Aq3tTL2N6fBUy4xsIzlUhV1eZEbi8FhjF30aFAhQ89pa3/nygBEUNWNm+dW5pm9bHHfR9Vpkt8Q3h8TH3oQTyvIp1tW5PSwXQD/0hd8ZQWzIAGfwGHCoBwt9KMRiDyD22FZVx7+e4yKNAH42e4ec+okTVNSDXrz1lYqnsUYHk8bbNGDAcK2dtd773Z04I5wumX3yX73tZMoE4Z19st3qsqd3ftFHB7Nddo9wM1uSICeb+PJrvO+37uQ1QeE1TnnxMfq/l9OhnGWsC901j9KKyfJJEfvnRI+wQ8fDdE7AUn0etuKIveS6MpqZd4qbHbAfsO2tda8ohgoPdSZCyL5QCjRizD42OCwCbJ9iPPsIOE6Zffpfz8bGvp/OGacpATwoQIMHUXOAbdzGN0mxvho0fLFDZTO+7AUmrb8kko5AiU64BWmQZdROKU03dQsCr/xOIAwWQV+GHEpUKoEanXhYRlGVc+C6lAEJTppZ+Vutaz6W5XP3aNEMEF0iK1Q920k0iX4ebgwHZxKdm6wLoggg29cv0lHEEXAI08zmiHPl4ynPTtYIgeJF3pe9U5qz3pTexq6sEWQJaKiiUVukrUN873yPz+ipgHgkgUbI8SvxwQPrZD/Ma+OOv22dW3/RYMkPoGmWffVOQ77W/JU9xZrSERdZgwJcyZL9tbQBY7SqwEWDab5gefCFzS4FSCLnccIywy1ItE3v34xzVdzRgv5rv99qVzbIhKkbnIcvs9IMPwBwRPz3n8tUkPMh4jtjO3q2rN+Pz+/7YvWM2/Ruc2/uz9mPcsOFX2NEX+btazXPe3x+osuPaehsFlOk518Zg7zl43/MFlqy6DwJ17qeU3QX4t66H0dzTNmIyuY6mbp3wHv3+qud3pNjuSlTgqi5e6Ur/bzXdKzxeQPa/GIGHY17DZ1m/QDunHsRVQH/fU477xmOXtbrPvKC9rsKWsiA0v6dsfnftNq31GE6chHbQ2dyfFA4OAYBs6PGPfp3/5mZLRpVsqQosTW+lk0IBsU5cml9G/WEEvfaXmRTobqCsK5kuwMfl6W/8EE+/N+N3/tcF4XSuTs2ipTWMJ1k1qUCSgalq42IK9VRIA5ZYnzuEfJ5E2zf31TZNVSPX5NJ9EFkMNWCAfqvaYpBcvjQTi5Bb12om03uW4KsQI3A4VHM+30vvE3WYK+COMqUdqFodZ2BsEgwRWOi6gkZAGBU0AJq2qxlbsT4EFY7uDtGxm/q5rA//nj7kKADDrJq69LNaPB5maP5YB5p8N665dwLCAyrCFjRqcxb2kvNO6u+pK+vqyktwZSKcZe12QZZ8h3aYc//pQhQjPFWepsjieNL/XALQNj7NIac3ywFbVwTpW2gqcxA2a6CRZ9dAom7GfeCpZcY0fvecZeRFXaN2AKwqV9dYGj1/tFmrj76er5vpqOlGO09Yf3TEeog4LgnT87nKG8ptKtVaGnsPWN2Ta1VbKtltpu73PZZUWz+2t9irW2ChB7+WijvQzliGWLO/pKV9ztcAUmALmm6x0uqWUYgId1OiZVTlr1j18rW268K/3/RdlHn+rd8rUddXstNAWz23v74NgmpHLl7aesKqb2FnDVG+9hgpBKBxZSj915yvfAUNwTB4Hr3GxtXoZez96ypsAcVMbJUuj8zfeEVj7oUUj3EGt9NOyJpt6PIOCFybBCHkvvYBJHRPoCACGj88P7dLyJ5tYZ12QbMqUFJF5D6H5zM+/v6v8OEP5+y2YCVnKSelRrLSd4TJqRVwkVUF8uKk6X/kY9qbubTMmvor8W8ypM6wCWNaTDF1UouguQjo1OT4h7ldFIzcj1MtL7uuWfBrgNpUUt7Ie8vaWLnWaWnBMiBAdqqAlKD8eGjL6CpoJ3vL3wC0Pmxrvb6CdvpoAUAovsvq18n542niUgVf5ZkaZnjqBF/IwSmePzmIqYvny/g0rOVq7fe8ppxnsfjHyv0aha5nXvUzlbxSJSuPXWWWm4pGmld5Tdndhz69/F0BbhmzptraulY/dJcP0a/pzw5UZSKEkvOY453feU2DdAXA/LY3nTud68dVmc3/r22CA+tUOO0ENY0Yrh5cqnzdA7ajiGW91h74uMWqXRZM354xTQHxlANsPU9sKdPqW7nHIQiA3Wv3RPVb3lvClUNutt496x4Aqf0bHXfrbz2XZNJLQP1LGLc914yhW4YByEVxGCcRKMP69cDL9vOD47k3b5TN1S6NZLb/WOZ1GFxzT8na+34EVF9jZWrGIwHnC8Jl2aRNrBmB5tbarOO0pyz2DHQCoPnvR+v+Snu9z2sPklL1yWDi9crYdQKFGx1zgvnmOQC7urGqqVCP0/voZ5oxqeWUjdoWMfkyiIobsHznmywDhMRNwAO9etq9c2MI337KINXa4gAOsgJzkAKbXHgE19p08QrIaTS6vU2BOfXUX4pgjRVbCPIIEjWvZhPVKX10IJhadwO+T4JxBbojgeM+v0EYy/K+6DrQszcPDy3Daqk+izYqAr7IhFUOMetlTCfGYzxYqwS6yQI3x6OhgiXOIaDMVX1vXJRo52fTUgWsdD0w85rQ7osHZF9e1d7VL1XHZ6kAkZW+NkVFFMi6L2qsc1lZCboYqEuEuubo8WbA8ZBLWZ7O2QTLbABairdci0VB3DKxrADWuvbJvKtbjyoPqogCGcgyw4cZ8JaZ1/697LE2o/OAfZO/tn7u3buJXmNF+bv7NYsMGt2r30v6qj96TP89gLCsmL75XK6Z2uMY6Nk3YflvMon3/BYHslH9UNlGzOg97RpQ/b5N90EF0S/1ib3V9sZ59D3B6fnS5kgNkp1Ih6FXjPbGvJtD6lNdfavrMZv8rJ5PWPbpjqhr/FxHjKW2PYVu75jR+mHaw1L9UH15mzLMZtm3WGJ5mnLge1YWpvSUYHbTVIjTVNOk3Wiv93lVFlRYEKAMOGuO68YHVMa2Fx7LWgOq9Lq6YY5Mr9olbmTcrI8lvRb96CTtiaflKff3DZNAWSn03kwKbEpkep+LoKU/awgh51yd59K3GnFtOoGV0SJgUlMRn1nMIe4qwN80sfvINBCRfWrd/zN2gjJ4FCKAloEDuoVLYa2gWe7ZL4xJ+jLyAUvWglgAmTUWE5qCE9GWWTjC3TyodfesMAG0dcfFbj5x3moUJXPFctzLe1Cf5FBYbs8zCrSLsme1lO3k83Hx98dNUw1gKcqT3NjPsYfZS7u6AHS3i3UTuOWMKgECr6VMrslYdkxxNcfJNfh7StmH8HHOhR0+P/k1vVKaMLqBCh4VyBETzD7RT53PbdZG8EKEYpyKtnEnmPptbfruXtL2WEvdcNlUOd/rg+4Jo2tyE+zJDA3M6+81chnQ/l8D69qHNbV+5Z2C6XmmeX+/xw2Q9hKwNTqGbQ+48Jg91nWv9cdeC9bqzxsxzveA6L0MB3vn3aM49dfv+9qwkgRvBluCk0vVWkQZNJjHtwAkUGV2T6oB7TzkXJ9krlGBF+V8Q3K8Vkns+z9NbuULy1qB6jTBSkWy9tw2oLkhPPR53Cd+0KykVp3haznEWPPQ3xOIWNrLwasCNdQOVM2DVx74tU2xsihA+1JCmSi8PtMT9RsZAQx9DnsAqse6350wqkw+rYLQo8iFVZpiyUG7tBN7mrJvnoADaivh6eSgJzQvtIKUTd5RQECdaqpVO3TW0AFGbCzsDq7U/K+MyWhDcYa0Bwbl2mEWJlg0Im4S7BcBr/Z5pv+qumkMBEEvWD3SvmOzWUBBBZCbkKW8KN0TUgkAW9EKczKymmBbzRi6KTE5Oseu1NS+2n9ep5iEvF8KrKapMskyfy2lnJYrRgBrCfgq/ennOpDX24djFjCns88B9Y9qTD7U4HvXGQLoaWr9m/m7NvaDx8scSz/5AdaPR8w//7Zk9sjrNHx5xvR0ctbK/dCpYKqCoGmxqDwoKOmFOBW+UDcgVwzpk0gfvHyT7ft6i00V9dFvwFYxH/22t2mOmKqexedvtETw+jY6F62pt5FjnBNh2z+3EtVS5pugLSUQ+LdZlkGegi1kxdzlgfZ/D6RfAWK0EOmxowAv/XvvetdcAvaYYH7X7z/XQPK1gK/+XO4hOj69pe2WK8JePzyLyJX+3Bv0Vqyf1sfNhBI82sdG9IqT9xHwmJ7mfltF3w5zDpLSCH4h7BqmVeU20K6d0by7F9AW4Jo+PsIeJsSnS9uH8yX/v6a851upRkk5S9nsOfzjVjaP5EjMgxWOh3YsizuHnVJdb3fk5X6924D6uLExMCKEunGSlY0F4F2WCmBpHm4EiZid+xajMG+DCcqNrwyMl/gEWgYpJd9EHUiwESSwn2zTBIApsgpQR8wpwdYVofhH9WZVTw9USpuGuZSApd8nIFo+tkKtZ7w0on7EFtpAYDAIiq3XsPVetJ/0EbXni1zHSvnFmNOlFJDhCac18lRTczFgjP2lEHchO7dCjsd4snkKgQJIaeKXIC/3qx3NId0c9T6ujaKC1R78e2EHCs7KvvJd2Fqv61kR3BzDdyyWBQA0uWhSbPfhdMUwVQEhG/L68Yjp8wlRIkW9HKLODc8vG+p1SrodF0a6pkOorjZm+Tw+x0GKhbD/QK4Mdiy5Y9X9oLCfXmWOYH1Z69rkeHB9EzRoUIAL+1B/43NSkJZjNIsHrR1eMe6tthFYJYsf8twLPZBk6y0B9zI9GwA0kFdlKQ2PccIgiLyQPUItZWbAgYo1N8rS5S4wxM27CkzExYm+9kzCnqs+GTwTzK12jVG8NXZ7IPQWozkCqj0zqr/Ns5dStdN5W+iA511jjPeuDYi7hm37/X1cFe5xP+jH4Nr9GtDFd8OqmBdoQHOYRcFnGzH01+b9VBWhPm2bz9MGMAc08nev9ZYHJV+0T+Vvi9xHu76WeR6eT9kdzmSf4toq8rZJp6X32VOOuS6jjCGtfE7KFRxxh3Xo5eBVQZN+nqdc1vKSgZn7hAK+KfpDxrKp6QOTbvZBrBS6gxH1lWAgDAWZMq4FGAcVbg6Y879QAGTOoVmBmidRZwS1ph0C8oQjw8qKSLw+2V2g+vRtKP7UBqwAFXhpIzijnxWZuog6MTi+81zcATgWoRHGeQyBBjDyt1G2AWUc+Xdv6rGaxitMEfY7P0GaAuKf/aotkztF2EUDunrmRQRNKR26YQSSVaDK84zAca3XpesBzcqqCFmqbArHd8//xzsfKvALmRH1azVppAToU3Bq8F8oZYQZTBSDs5gshKBuLK5M6Xx2v9pyTEo4/PG5rsEy/8NqWaEqc8QtBMmqy85S7su15Bt+2AIJZ7vEqV7ZgPJ+pq8/Yfpa+gyAGQh0LRjdQCzBFjjDYT/8iOXHH3KuWD6rygv2T81vYvmgL5XnRQ513boi8dZbw6rLey9FSiyiBbDaRoyotl6G9Mf0a7pvozV/5yuzlLIc3lgK8vMFNRUDW4sE4KBYg0SNx1H+aHsJ46ruXy9t9/qyvvDa4XiAffUBmCLCt2hJh9f0UfsRhInbA9SvuX4/hvcC2Xv8kUcsOl1Iyu92LkF7pbpZlr1C4vH/rggC554Td9YFSYZSTa7sD0ErjpJQILHS93nzvJ3SKWRHPqf8uazA52eEGGvqRK4BYpReDvSyg+m0ns7V0szj9NwRQCZwJl46yb7RWwh32uvdBvTvGLxkpWFGvCywqWi4S9eJPa2EphrNw8r/yeCoGTEEAAJOLpc2uMkdx7vFspeyqIAQTVHikYkUjNNUA2MIWi/WvAS+9JH20GyiGtUPNOlYwjzX9FA+Nl2RAiS4WZ6R//211b3AEsDa9g0LS5ZC3DyY+cAXo7xDB8Vk8wrg//yUfRadVc4Lx3S+KBu6AY0dQ64gey959bloxrws873S7UCBK8dHXSj4nHzupj+oi18LPpBt5fWbRZ5aZcBzDYfSjcLWxtlTpvXzxFlXs/q9BjJNU62IFmMpk1pyKF9SFoA/+ICnv/4VPvzhJ4Q/+1U+7nKpClYQFxten5/JdlKoTkW40R89Zu1444sl67ypkjOFht01PpeaLYv8mJ7En5CuO71rEX9bV3EdyXPRfvQThC/PCE/PNU/vhXPxtib/5lrI6zOI0tLk4u435XLOENxeM6E3TBXg/uc9jmjIDBtfj/NWlDZfF3tNc3graKWiXCwrtA4AWfYbyZGebb6Xee5dAW5lGvg+pvD+fqPjRQ7asmTzcAjjHJv3+udeY2X78/48g8NeooyO/JFH87U3u6tCxb85T8jGPj407gW+/9HKRGJtJWitMlibPR6wfvWA6emC8G3dP4drzZ+rA6bls1sWdJ34jeqaDgyIJaHBgKzSb03pSaXO4zm4lpZUrWxOdAxkdi83zGpg2LIinC85bWbC3evrdcxr//daNIlT2na214bZQsgm2MtSNRUtG8kCAqqBaBuxriG0IE9fngIxMTnRL3Gjw+jxarqk8FMhClSQQ63daiqs/LwGSmt3BW00wtoDEyC7YUF75QGoi7JfkFYAP5moEApokGPd7CFCWtNOuSa9ZgCngJBm8mWBffepY8MmX+wNS6ls5kg7o2l8Li4EniqtA6CWGvDTBBjo8/f+Uc7edRuzMnz9XOnHXt0BdH41JqgWqHuAnqQ9c7aVEfgF0DHqvtnM1xVWfDyDgs61gNG1KlPh6YyHr2eEL6fWItH7gAMZlK7JfdRZNtbLx4YAOx4yq6uCUZnaDuRkQF6VM3fRKewzzGAEMRHA+YL4zadqwZhn2EOOAg42iDzV8aEv7cMH2KG6JTTvZgrYyK232Dq2HGltqwrRBMjW57AcyR4JHnQGh9fvFUF+r324xcgO+r7Jla2Wg811BbjqfZtnYDW9WAkLoOwJU16PWsr7WhsFMt0LtK76fYpSfE9A1K3fz5fs6wls/RX76/TP9Borxh44vhUMtnfMtXv08l6bkhfXmp43uka5l53PtbKhkkzLkneYZcmVBjsLrn8u6yosCfGyOjMLoOIJnesj8k+xQ9nDbM5rd5MjVvc33+MLkSPjHFgWvNwvWK6a6MRUSAjP5zZGYQ+o6rOOmiqf9yqGeK3PKxmPVAff0z6VPJVBswYAbZofoKbwmQVIHmakn3yVb/Hzb+C0vBYNABph26D8Pp1WSnXDBKqZdq1m00DfvvICLKX64nSwCbZWq752CmR5zFpetjx7y6IJIPQXxvGUAKle2wcyeD7McJO5glZWvALy93P1Hw0Ps1dEqVkOxGWhLw+rhRbo0sBMAgoIp+iW9PxcBKjCnhM8OyNp7fzh4nC2uYBVTXLNftxiB9gnjp0uCF5LK3nNM9w9w/sj19PzIzAqrduk4jkeMnBjOhCUc2KogUQRDetea3t3m+vIJ7e8H7qzuLmUCkJhWMOnL5g/fanzWjd+nqM+gwykVEtEiFkAStN1bVMsQttaJZW+rUBlWSHAdZ6zwCeo9GdODQPsFcocaK+V3T3MjaIIs8z8f36CV9iidUL9b986ftX3q5sJlY57AaRulvPkpWCDloK9BVzZeiWQ3+l8cHmY3AfV27pmU2sUq4oqm/2GqSBXv2ZGGV0vvLe6uDXjMWA9rwG+l7KPLt/dtHR9DGN372suUUBn1bgCSF/DuN77rNdArLbGp3LAMO+N70hBujbPb41Z3+9kjZvchoQxg51OGVMcDi2bqvLr6YTIvKo9pgGqvO73nBCavOBNH4C2JLKu/2atBAB0KZMA9cNcAx1jRJimzM7y+RpFF+165X1GSi/3/MsiVSQlJ/tfGPPKAaTfKlBMjTmq19hpoGYfCGUANcKOL0DMOMEuiJ+lhOqa8kZFkyXBozKfTfaCGkBDVsvdAMr3o5rDdrk4Te4VlKgN9BS/Ai9el/8TpLn5oLKDDMCxM32qEgBhJIE8hucLPLCpn5R8RgLECQJyxbTPcqdm1bdEzd1q+p9lfJTVdLZ1qr9tzEHlWAJTHkumy0GVgHtAmNiqIBgXTV9BK1ZmsgIREVTJ0GQV8NRjVDYEmKqbiaUCyEXIa1DUSEPnGGouWLayLswTwG7ZA1sGTDBZ9/JdZjdzV13RaFKocd6ZB//5nC0uED5/AVfSKFQ8y0aS9wbLgop+V1pTvlzHhSqZAi/EUBozJRxycYg+FR2CwX6Sy8TGr7+TlCjWgmxmM7CpSie6KChI1ncLtP7pOmeSid8y3psC0I6FYcDIS5Lk59rnayUyeG291555VpX0Ti7bsnh1wVCYfwWVdr64EhZm1Lmauuv3jFdv7dH7r1LxL4i7y57/Xe+LOQJ41xTuEdhTdxqOG2MB9jb1oe9jzGD2mm/uLdeAW8CydwdQ69ctRrV/9r3f2Pyd7oyfXqtv94ChW8fo73vvIojLX9S5bzAU+ZxQZZcG5SJlX9e+aYCYMqdl/Ta5vtmojKpvd+mf/98P0xQRbIaJBdJiqBa5kK00gbn5R+NDAHuNgVVlVf1re/b/DsXndcwrX552jtqydNaTrVOwKcvJcyxvnMxvGb77kn9rop35QLxXqi91LuAWE3CpLzmo32bPPnFjNfPgDjVDBTKwnkIowh6OSD98RHy6IDydYIeygXsOTQLVDGIdhCQGqFh1ivcKWWKq54bLfKluJpgEiIpfqI4H0DKKvOZMhSI5M8tFZNYJmbUTwASGE7YaugurWAGvtp5FcTCIqvyoOcRM2F7U89SPjQwuIMK9COg+aKp5H6jnaJCW+79CgG6qrgORfdjZ/BjEpYEctXJBe19Nm2ZrfafMtevnp/xefBi5WQ9MKrKp+nwulobcvzqXN8GMzf/BrxWs+DQlUT7XXPIZKVVrSZQ+qA+5KBn+FKp9X5ZctUjTfikgBeqa6N+nlofVNHUyTrasYCUkfze23mZRftvbrefvZPbm+17eNOs75RSBfoHuXv2mz2P4LyUA22O0cIstoTHnE9haPDjJYMWnOxwOAPKct8cj7OGAcFlzxaC13QcqCdL1M1lW4igT+g34WnuJi8BGAc6ERfjqY+7/l6ea5SXMaHJw77VkaHJ3v2Tu74HHW6ws79t/x3Nv+fPeaiNXsHvP/T5ts6+l7X7XKBoZpA7Pd6Y2ZQKLWXHiVNNyef7ZgCZ4dg8sm7l8HmYuIPYBKtBFWePERMo0H+aG3MvXTv5500b9UrDMMdA9na1YTLyiqI7RndaJl4PXfjHoJshceCEAsJq2B6jCiueEkFX8gfnK76GAQlwB/J701ysZDhzgqY+faimaO5Ogqfvbiwto4FiMSB8fcP7JAx6WhPDUPXsIJYgGbaEFPouCKw3o6UEeN1zvm5ip41THqzGFWr1uDIXdLufFAPtrv4vzzz7g8R/8KexLZi0bE/a5EzTsC1DMs8ICk+FMA2FCkMbPXiVjraTwyn5aZXU1i4KmD5OI+WZuqPDQvuxp3MoGEKQSsDEXKE+1BE8FNsn3AMLhUNlh3q9jTTfgX8cSqM+jzDYbc+52m2iYJ9h6KSx5Xa5uHi+KjdFSIK1hPzcacFlHHoSVPwcea5aZgBgQLNZN3AyY5pzX9cMBhz/+FezpubVoNNkXKngOdGXQ/vQpj9wK0b3PPoAwxvrd5eIsHYDqn9gDg7fc+o3Gfd13gJnKpl7R7OfSLXDnv4ftmt5jZqiscnNTV65yzMiK5i0E2GFCOk6IJcjEinvVpuRl2a88tV9InhYpg2J9lh0g1n+nSvKImSUz2l03fPUR61/5CdaPMw5/8h3wy19luRmyi5thwSalYj926H7v5dM1n9wRSIqDa/Gz709h/H1/zuhv7Yuu2701ey/jOmq3wPw9rgW8DuXxulbiYtmZH5ZySjIt/x4MZVOU46ybb/J3Qwixv8krMGrbfBcj7GPxvX0652C9Zv5jq9gtaybw2PoUjPey1TvAexuEPvh8pb0cvDaTiwMkmjT7Nk+VQiYzImCWeVK3LEz5vAg4S3IvDf7xh+3YJX4HVDBr5sEi3kcFqvysL4cv97Jg+uYzPnzzuW7MD49Yf/qI+Ok5+3oJE+F+eyX1ismYeTALwSnQsndcEGRpvb9lUQRUmt1Bvm76RWvDhHA44PzTR3z+awc8/n5sAK/1qY/0OsfH2gcdCx9rlKwLXYSvMptqPlKgZgm+WJMJ6JB3x43LBOCGiMbniwAUHXuyFmHQC1UypS5klto/BcB9ed3y7J5+yeQ5eL4LxOpbXa+BVinx9ZDEnB3d584jWc2AgFp6Vv2cOIY+tktR5NZiRi25hyWwi0DWSqEJT5Ol2nkRWN5iqL5NqnwBsCkgnrPPkhdc4LOrkrqu9buRkNQgMv8XWjnTaex8pt0Wpzwf1NyaFrxpn1d1c9Lx7+V2RA3I65uypbtKUUdA8Dy/QaeM7m2AIZTyvqma7/n98eDrwU7ZzB9K1g2/ZkgIT2dMp5ISMRns8Yj0cEA8ZeuZb9zNJh+ApYLqEGM7bUYgVeXZaBzor98rt/3nGHLcxyFiPUQcNA/yssDSQBkrMjscDnk/O0vmgJGJ/Rarpe9tCDqusKh9uwfk39On/rgRQ7cXHMf1r6zpSy0x/X1ChLuVADXwbXR/NsZzaL+4J/VYhi0l2OmU9wfOb1+DnF/az4FSSStayYFsU6jxOEqipZ3zSw5WZ0lDyAFoDRn5wvFExV5X332cGm/Ivr0u20CCTAoZAIKmy+L+U0ZTeqjJ090cOUWEFdcFKt0HyBAB4rfYnaO5YPmdd9uqawA31cJsec7NhSZ1q2ZPjZYX9wc7zjj9ziMeloTp01P+/jALHc8CBZkRbVIikX118CmsWcM8rPW5hGXL38UWwPJ6kinAnp/x8H//CR7+QUmHouyV+LZAEkmHwwH4+CG/t+8+1/tiqvecooDCLgqWQFCzHPQmYLo0qHmYLAXBYz+pY0CYDtWXmL6a6gDPjaRnGOgLq8KDQDvM4ps7YZPP0Zn/Yu5XbZvXQav0GEGuLm66A4RYzH9kk/JnTy+l71j7wr+5Vgj6LeVk48rG871QUWHaKGbWoFsMAOZirZ0XkMOUYyHUinclFcz0p7+u749jUvrg/qedW4P1gLPMwQBk8K0AS5NsD0CGMaDHN6bQ/s85NMqh/N7apu4fADSpv2eciF3gh76PHsj27jrAbZZm1Bic1QFs38SXBe5/zsBfoJIVjcIdYTHCHkrA45Pcx5Xf+pXvAe5z2AFcYEw+KLgbMf8DueYWl2QIn77gkAzz4xHhy3PdM4Bq2eruFY5H2I9+kG/z7SfY86kFyy/xux31sVdI7g3E0lR297a9tXoNuF5rPme7d/ISEDsEy9YGL72E+Z0fSgGM7pyuT3ZefN+ysv+E46EDuLIP9t/pIywr8OWEEGOpoDUAqn5wu55tWSsRAKBJW7pzzqZpAOa6tsHlTT/S3e/4dQFbvnjLpuwMTgFtRdAZmU5hXhFCBnnP5zYXGdCa/Mn6JMD9Enl/mn1GJckU2AqQZXQ2AM9T5hUzAGfWGp9BFYYLioDM14vffMbHbz7XPmiUu2rtRbiWUDZP0m4RFdCWYDEzSakEVKCoPpM0U1uSMamgLzw8ZLByOgEWYM/PVciyf1Os4MBLvhLMBSy/+0MsPzji8X//MiaruFgLWA4hOAPSKDXFTNeMDQBPy8FJqu4GbJquiyY9tihzTuee+wp1wBVo2I3GnOHml8zWDFkiaZ6DVa/JNFZ9M8sgtpmmAvAJrhTEq0LSPyMDtgJ8wwwPD7CPj97vcDrXkn6WqwT5POOzM8rfJJhLgaWWYFZWFkVjLsDAfL5nIU4TkwLVwDycMTpY9nGco6yxTgDrfAFc2DkAXjPjy+C25n2pIqes91tueyBS5DOArZLAtRYCDFJ+WIFhb5Xpm1pGXtJXKp29eZPX7J+De9MILJkhPJ8wldKXm+vRFWEuQStAtaD0zGy5PzPV2CW1x4x8I681EhVrMS0vC/Bd3Tva50jbtTLPSD/IbNh0OgPPp/Z4oAUJx1Ilb9lxQdhYlHD7WUbFbkZtNA9HAFv73n/3ChPzsL1UodoA4MH7GTWxJIXDAfbjH2L56UesjzOm5wXT15+z3E4p46ke1Hpfi/93X+Uw7KxtIOOxkl4xcG/pc+/zGnpftb6IsrYBz9pG1pSyHu102q65vWadjNlprwvY4uLxRS4birCrNC+FVPI6skPLWpKqL+0Gzd8JsA5z8SUVzU8FWe9iUPrgaYOA/P3xAKyp+vNploLy0sJSzFBM6aObehOxbrUPGo1/XurnIhwJRhFCNf9K4+bvgFVALoBqVgCKMBFNv/dvsgIUleVcV+BwzOa387kyWhKYZGbAZc1VQwoDOP/ZN5h/PmCKTa5N0wkDKU7nKrDV/5V+umq6GWm8lrIgLRVMLKUMwHn8slT3iwLAwuOjRCVXAdGwGSq8LeWiEpoBgc/nc0NcDhqQmxk9W+Qc3fAY8MZrsHEua1Mw5WwhxzqOFy2vKWx9OB6w/pWf4o//tR9j/de/wfr3f4y//d/8PFs1Tuc898jGiguIez4UjT3oewZquhS/d6y5hwkayabKfGUJ5CbDgfqfS7NlRThybpf1xL2qF3BFCSXTEaYIm6bah4ZlD2iyXRAYTBN6NuLNNt3szBpXLle8aW6MVS574G1/HW0kIxowZ60M571Hf2v0tMv01B7r/a8p2Zpg1qkDjlS4RvmTvd/8XGqvAzVp+4ilo/K2Af87YGpkbqfy2rhUAZssKPpbKvddpVLd+Yz46ZQr62lGn5370wJp2t+RCV7bNZYyRHhMhioOvRIxZfcol+16/j1s272gdc+FAHidBWCv9SCN343eNZXpjx/w/Dd/jH/0bx7xL/+r/wf+x//rn8bf/q9/isff/2VmRzWWpe8r3eI6N5qGTORxBI1lDhtQMjYNxjdELxU8ep5QiuD4/YZg+Y5xJVnUEE2vfx+vAq/2MOek6GupNqUCK5mXhm0rbEnN9SSBVEAdEGVdWdWHZWABbByZT5fWvH48tD6xDPohI3uyOjE0HxngwDNMVinu5kXJ31pXPUkZWZpMy/0CNXyrwo+Cw+88hcpgAT7xc5lL1O/I4qk25HlZUSb2GZYKqBJhYBcKwtIPpqOiMKNfaSra/zfftSCqX5CiGdnTU7tQdUISkPYAkv+va2V92dYECx0z27slxCDmPNRF3bCzFKbSpz5IQt0EGqDbAvzGUd2Sa74GKX+q7yGIohFSnZP9Jqd5fRuzaAegI+CMLX3cSpaNL//kV/j7/8l/mY/9V4B/43/4D/Hw5bnmNgbyZkFQ3W9CqZZsdbeZVJ+rKZ+cMkjw+TrV8Q9TZlJ9/lO549or4NdTeEXIeo8tG9YHOAIZNIv1JSArmhb5fiMKtSuKQO+TfYfW/9vYCvOdm8zxCMBC4yYAoIlc7kurblqvaOnfCvruMdHuHbP7fd57ggLI/v5KdCQ5RpUpWjU4v3w+dgCSViYGktFsrM/YyXFvI3axsGmbY7nmd0CkpzLj+J5OwC++rn3bcxco/XIrmba94+9pliT13YDFHbW9+40A/rXr9I3ERe+q1r+bl1zz2r10jvcuCt4fFNbyiPSDR3z7t4747/79/xz/5PwD4G/99/gX/+f/CH/tDw7A8xnMcuSkTN9K8YPw+Fi/U6WSOCqhxE/IOPQucWWPCsRZfUsiR3Xv6Ne8AugRGJ0iwocPGSvcYFNf4hby8rcXQx6YEKqfmmw8xnKV1KBDTdGQwW1hJemjFGP+DLSbOF0ONHDLHzDUf7rheR/lfksRMqwrrAEf65ojlZ9PUtZUNj+mZKHJlCU2eW3vTtmQuekzJyZZyVDKcZLNYEqjIOwmNRHLIMp6rTV0E4fuA7pI+4njNd9TBYvJmoTAgb4rp1MHjMvx9G+dZIKTDb1kANzUxeYk13yqzEvLzUAn5jTVvtGd4HRqzed6HT7nsmSXCLZDeY7Y+QcTgHJ8VbCocGB1N2GAwuHQ+iYpw0NFzTIo9rzAHlzG9xYd9GVAXUFwawYtykJ/rjJRMm4EkA+/POPf+wf/NgDgP/v5P4f5uxNwykLQlrX1M9U5UPyOspUh+LO7f6yZM8o1iKy8P7EWEFBq8KOt2d/bmak+YKscl7uUoC4LTX/7tF7TVBJ9q7IjzJj6C+u6UKbivW03Oy0GUaxm/AegZRf5HvtsEHtMK5Bl/PGQK7WJHGyYVHU3cn/m1F63zD2YZdlzqRHTvtm7PzyqjLfufpZTwtnlkv8NUmhZb33g/UMJGOvl2KhdYzNH7gDKQHJeJ9se69YlafQjHPmw8jPXr8pa/adtD9hpn/Qfr3etrZkldrk7Te0+ce38vd+avSQiPD4ifPjQlorvc6GWIKnw8UMu78o9Tv9da/174ef+vA1RkBAuKx6+SfhP/9G/CwD4e9/9FI+/znu0lawpdjpJtp7BsyqwvVxgzyfY83NWSi4X2Cn/7VlXtK/FshkeH4Ef/wD2V38H6fd+Ans41rWpx1OuHw8eoFbHUfbWTV87+aLVU7lPN4C4m4d3KBavyjYQaB7wDsYKFFLp+CH7LPqyK2wn2djA8q9AZmcVjMrxVdDlCWbHA9KPPgAhYPr6U61v37OigDC2qbLDhanVpOYOTst3TXAXP7MpuD6tFXwq22NW0nIJmC0vyUGppUw/qTbopq/BxhAnZP9Jq4IuBnjAUQxgoQjfCBQAK1XPfX0vN6pfQ8aSgFb8PJ1Nppkult/nUmyBxwUZmyAgKAYMhXPfyKr2DLA8X3h8zCz4+QxnfF3blvMcQAv4DxGeqsvn8gQ8HGtxDDLmZU64GZ3+q48PeT59eXImtmFC1vL8KcKLUCgbsBQrBgPDRu+/f5eXC45/8DWe/+Pfxb/14T/A9O0J069+1So+mi7Or5f8XdvlUhWQbsytn2tkvdc1P4IzVQHhwyPSj78CzBC//q66LVB4MXhLgsYqqOgUCq59PjtTaD2UvJ3ffanPWKwUmKZtuUsyWP7sbxTAqnl7BIQ4XXqSwKwWmuH5IyV66OZSganNU07TEwLw6amUlKxragNQawekjyJnl2IOtcLyc58I1sq0DpTzmg2rpX58tLBohgwtLZzW7DZEOQe0/vz9Jr4XbW8iU0ftXgb0Gsjqr3HrnvcyXtdMvaMx6K9J61GI1YLVM8F7QD+mdvz670Os+7z210mJOgbheMyxAgDC87laEGnR7K0NI1cAbaPn7iwPtiwIX57xw9//hP/nv/hn8C/83j+Lj3+a8JP/8xuET18qSXAHpWhU3DTzkK0wKvDJ8tycSQ7lZ/f1cjzAvnrE6fc+Ihhw/NPPGZP165oFZyTP8ua5R/PBCaNMZIaLAOlJXHNOCZuxvrO9Ps9rDPAcgc52FG2Zn4VxoV9VOF3c1YDuBRWobjXg5p7JyiAA9iDHx1ijTXlP1dxVeKlpv/jyeRBOEdC+sQrwDOX+ruEeiovC+VI38XJ9Nq+ARHbKLXeWAYMwV0AWssaXroyBTujeb5TBUyPzBcfOmb9QfWY4wTvNNV+LLLRck481TV1BhAIsUk2dFci89+m8mAlAzREhtMIoRGjaOwfJukjWNQN1Pj/fq7PF0/Z87wNaQUMAOz+0gDok2OdSMEMKRdjlUhjUzuxFBqiws77Y7VLHbpGqVGmt4+EMccybZbKaOuvS+cMRrM1z1q4/LZieT4iugFlzbP6/rEeWDCbjodHLOm6cL/klNUxZzZpRCiqsK8KHD7j89Z/iH/47HxGXgL/99worJkC/ybZRgEaTh5ZpvjQYgcAV8E0pnC51XWjhAq47psmiKdO9lrpN7a01VbJVkelZWLUoKYMJuMyGWXYbe8392aLIZAXV2hfto7bEuIRDlfkmFexcJpU9h6Vf+VyBBRAMmEOVHW6Jik16Lk8TBNR1ezjW53BFVogIf+4XgMj+2HtcLXrQ2bPa95zPd2FW18sIQI5cQPYAa98Gx5nuQfoc1655jYFNq2RaEFmjLCZdz4B2jtEVi9YHu4zf561n5PG6RxeXAaQE+/KM6U9W/PSbL/hZyVFvp3O1Xmqg3wgwqysdwa42JZtCTrFlKfgac4vChwdcfvYBv/47R8QL8DvfnRE/SwqOAoxZ4dHmObsXjgiHUTMDi4jW71L9DRC5EtAEWd853q/M84o6aCNNnB0jaFQfUgJXnZzUliSFlTN9fs/gk2H61Xd1Q46xvMQkC3BtGR/VvnXDDEVYMbAM7YIK81yB5ygKnGywpiASLbxhs8ja0Te29GOTa7YA4goa12paV8HEZ2AAlslMUcCmqYIIDunvykkDZO1V00lNE9AnWVPaX+9DMFvmgS1r7VMyAOV59XxfpMJa6O/JWpAMoFYfE4alPIedzu1ip+YZQ5siLISaGsvnVfH3tZSZ7FlAZTJ4qT8+M5AFUglcQrIsNHlfIEfSd+m0gG5Ren87phTIDE8SQMbjY8lK4SxxMevTh1Y3gwktWFH/XjK98m41K4H78ipDbClv+rEDucuCeFrwgz8ADp9TjpwlcCWoVpZcM2r4l6GVF715OiXgKW9CWclMjUzwPLyq5HRuIG+69fJ6eMxWGdNzavnYHdnffy4tLCvCp+f9e1DppGVs1MeGTYvtMVq8YEINCupTS3mH5Nx1zQF/QCUn6AJE4iVGAIctq2clXZKucwVfo014D5j1oFP7PXIF2NvoR0zYnr+t7gu6p/fkx7XW93fPbaEnECy1OWlVdo/M7z7nOuZav0+WSRRtO2Nnl4tnZqH1yU/ZyKbBHLo2LgO/XS87nFbY8wo8P1cFqu/n3nV0fNRi2Wfz4XXTAlOZnx8OHlhvwPwExKULxuS81j4tS7ZsBck5q9fda2YlEE3Zd8uuEexPT7j8hYFXImqgCgECyV7gseO6gXqk/9S6CwDFRBXyQooxg5SNSYmCweDuAPzXC9GOhbWUnA0FgEAmrGyyTOtjJTjGlqUyQdzQ6W5gg75NRdAV4MIN29AVSHg45oC2y6XtL5tmGVCwRbCpTKyClRCA4wyssdXA2JxVHAgVDazipq+BM7x+46+ECsRTuQiZWwXbQFESRNAo0+eso/R76v52hUECsejDqUUJgLppcdzUrLem9r6964QZsFafYDf5s98j0wnQMouWag7AvikjcGQASHmWxrzWOdpH8Q9bVxck9ZojIS3jHUW4hVTz9HH+rMj+UDFmX1ktxuBsTFnH6uJS3AumP/ol/on/9lv33aKC2ChoBbRqlo0GAPUKsFof9DohKySm7ECQedz7S3N+3UlG/dY1BUb9BtfLMSDL7cGm1GSNGblS8fPgesOiErLhego1Wp6036PWg91YlO1iOg7si2eAGQDsojC7jF+WSjhwk56mEjg85f3pdMlWBZDoqErkhlXVjdiBxw5IGX0/auobewsc74FoBak0ua8dyNHnGF1b+964UOyAZ/a9ucfaXu8aaOnB795z9MeMAGDZB+zTZznfYGdUJv0WKBsx3KP1lTu0lUl7Csaee0KJwcA0lUpdi3+vAbG7/eSxQJ7/T884fP0FP14SwmqI3z0LZshmfXev0eeYkC0evQWnb0piJivufNKXvdy/97LceA147fOtppQXN32n+FDKhDbg1PLgrO3v9IW1uZTvk0pV1afDKqDxjZQTOI0FKqtgPD1tHY4BT2FFcEnAmTfa0EwMN3Py3uuaN+eIsokGF5pNXk0U4ZxK4uvjoc21tq41bQkZv7WbnOW4JiUMUEAso9kFjClL3JvvXVhNW0HHz/q/JLxv2CxqYsEqQFAAzIpYFKBqoj6KKS/JoirvLHz8kFOqMUKROW/7knIx1XHxLBCxAiwy+eoz62yzsLIEg735vAf6MseUpacPaM7fO7esu2Yu0Gvxvfe/hwjPLEFGlcw6+6Sb5Z4Q4dhLgB6QmSk8PuTUOl//2vtokKpj6v+szy7j4WmqUOa3sM/MY+zHRbT+rpP0mT6t6iIgqbZYUIHX8rHvG9el9puuEnvC/S00Yag371T3ihEb3rUNqO0VDpXLI2YW2AKkVOakAte+r7zWhUxZaOR5OB5g57wGN2TGtY12XbMLmFjm8jkr7JyVxvBwzHvWpZilG8VSFMRroEm/H7kSDNi63bbH0lnajt8I0HFcR4DwFtO6BxDnGeHjY5Yjz89iDbzR7nU7GLX+vP5+13xUeW/9vMfa3rrO6Hov+f3WfWKo+bzNEJalpmzk3nXr3jGIK9oFtiyIv/wWx6+/y/vQUvxlQ8zvMZY0dLp3hOpWc3dbkxe2ubspcXflsb5feVg1xYXCmJISZDDUodyiq+DS+EyRuTOrgVzCyGLu2K5eGFHokEll2hOCYCCXNCumpMbHFSLwUqp5WZMAg8Mhp71Sn9zCWDRprshMXC7tyxK638yA7z5tx1WBK8dSqXyCFpZlbTZ/BZvyfpwRF/aMjYBSgRwzI9DsRvbQtahybU2jpdp00X6zn2/nYtBox2sH2ARUkg31e8cM5C3lik8KLIEaHObvpNwjGTxQrAfP7hNndZwnAYZAzZfIDYACfxKQ3pO2UqHNjyHr6YFh5fnUlaG5SLkHprJJilLGOdUwjWlrEue4UrA1vqxl7ns2kAKO+Z60koq+P78v5Fp1XMM8eylDvkuydKGYXj3puhYA4Tvk2qKiFANQ/MADUBTeta5NZ8g6wA9UFo6p0G4J9rfS3Hoh4x+xBbAhl5Hk/GwAay97R7JY/+9JBmDMrPbAtW++50zFnzq2SrWe79fHdo2J3Pe/T+crjNuaf6dbkgatvqRR5oTQWrlG4O0F7BOADBwJTNhPoO3jCHRqG/Wj/+7a+/Gx+R5r7aVA9pa/7957eqk8uAUu++v1DOzIlaNvt+aTWqhH1ug7WuMeUYidTVYNK3uvlvyOoSpx1ywjuu80jO9UXIOuEAhD957rY/I6twGErdBiczO0Vfa0YUWtBmkBRVBKNJqU+fNIV37m/alVcyBDqEymg9haK96TMkugFkJAWFf3CdHjHMjSTK5FDZjqSwK93Jyv7BhN3GTIEnO3ivBw89VU2SF1ij4e0EQTAnC2NOTEwnY6A6tEa6ppQP1Oe2YUaAFWsmwSmCbYVx9yid91BcLcAgDNqwt0ykwJ2JrnCrJ7B/wYgOkAT2mj85OBWKzIAYh/amyFAD/vmR8Isle0i40BZ2nx4hWNMqZjz0W4rvBsATJ2YYrOAtVXKgvXlZaOLVf2nG4WrGpVGH2fP2R5NNn+nhZLcJo7giYdiedhLE773xQFSkvOqqKkPtQqkCJ8Dtll9TXobhKcT6oYTbVIR81QICw8/RMn8aUCSiq+8n6VOW3MhRx4mQd8prS2SsNbbcm2a02bymygBZuFNQ/dOmvKxWrTtcBjRi4D2jffPLtN0UGI1d/oItAraGV+WsTWO4THsNCFsklk3PZY056Rc3mWtvJ0dL5+VwCAXS41Sf8ecH0JkJsm4PGhyvzeyuDvV1wD9Np7bgsj4DpijQFgRbaS6X147Z446Jnfe1o/J0ZjPwTfdyoa10z6o/tdu2Z//kuAq7oMMogrxZy9pbjfNFa9Eds8ApcOcuv4GwsudXuqPZ+A6dLIgKay1uh57n2Xuj+MxvAFvq+vq7DVAwY1HfVaOZBZk+ISYPPUpMkCimAk2yrMZlhTZojKbwaUcwMAAtYIgIwSGaZuAct1GT2Xvy4br1TVMgZ/kSECql8n2eQ1laTu2Zwb5jlPhBCrG4Fv/PUl+KRTNwCyhfxeAU4P1PiZoH0qAGoh2wk0PkdF0LpPakytKZ0+Rxrgdb7ktB0OZlIFMyEKy7ljokk2FirKXka0jKA+vweoFeVknvPfpxM2derZd44lAWYs7IZXhZK+KJhlQFLxTw4UHDG0c9z9jW3r86oKyuj5+RzKcurndanXVrYqGRBSC9Q68JzZnFjnytyy98xK4ICVgFIYUxdq6pJBnzotluDPoyCxe5dU4JgFIGWG2Xq2ii4C4n7jSqOOBWtqA3X9qcJHzXZNlc3l2M0TPCUZ+/rWG4Ei3TZUXitD2rsC9CZ1oAZ4DAgMLymb/9rvj4Lmnq1hf5O8Y7qhHNuMFJTDuX8aiBky+7quNbXQLZbsVgsRmHa+HzLK0QFbKH78YQltsA4tQ/LcVWZ3oGoEEs6Xup9S2W2udwVo3WT8boMIv9+eZbhngHv3Bn5/ze+3f0+W2vH7vq0nWNQK17e970eAjNe616WBPthkRdmWBXYZFJd4SWtk/sDHWT9rgO1Dl1tb2003k0KceEEeuU7PaDf75m0W/+XgVX3KZGO2AvQCGdcyEGFZYVMpREAAqSmyVHhqbkc3ceUFj8tSq3Vxos1TNZsmGzKkzYYn52YzZh6sQMatuBRYShXU7pS71NKpWmhAsw0AkKATAWhA9Re0tRWqEfXzKOiKbV1rKidLNXE2mUIWBpiA0E8SCmA3ZVl7XSb7Zn84bupg7y4EUwVReyyoNgq5Pi1TquPpzcFnB5jYb2c0BaxPnaAE2j73AsZkDlBTpxBuNoupXtv7WtaClqLlWCto1Xs5sCqb8Yg5ZLqnfLO6EfPergiUjUADm7x/BpvoH9XncC3jdDnXa6nJXllfup6wDw44U1WkZJxDmGEm7iaupEzuF47iXpH7mloTlfax9MkDwASUmwbesRDHFCuo7fx833QbjQFldkKtBMimc5cyO4qr17VNhS4zo9SHcu/N3/13dMuSksBNPm+3sIWqrAJ5zl4u2Y91Lutorx9AXct7bNAI3F4DvL2MEaXWLiXYi3L6Sn/CQCnYBbKWtpUO9dl6UNi4AvXKaMfI9m0EZvVZR6b70bGj+43upde4Zy3fw+jumb1vtdHcGDV3F7sxlqPz6Bo1YlfvBetKXo18qa/1ZTC33Sqt5NpePwYKoimOubXe2O4Yr9cxr12zKcAOE+Jz8Z/oMw8A+aHVfKSfybrwc38OQSxTFgUBvgQUh+I3RxeFvuSkAEzfCMtE1+hnjXo15M0zsL/L4sAWQJvypwN1nqA+RKBPhRRiLckJFE1UBzQh17dGZcv0HuoOQJBKoSmLlz6YjRBYUc8jAKTbQYqt2wJNxwRouoim7u8eIE1y3o7/b81kMMMZGhX+yfJ7XTs2obClPp70eyWYBgZgDjI+aSvktIAC20EyJKxrze1YwHOTSoobaB9VyqZuLspMAkP2yu/jIK9nHXozll7D/D6m3x+OaNwEQqzrh4GJyvrquuF4c3yb8sElWDAUP9cQ2nfF/vO9eY5ZWfcesBXl2hkkB9X6zZzJDWHOgICssQWUfHflff25iLffjtZZb8wBo9V3vgfwTLIPjFhZ/Z6fNWagu5Y39cEdmiJLMvP+WiXAhFavcDhkhp+BISNCRMdh5JcHtEo0j9X/r4GdPeZxJHudFRaZNzLRX2sj8/nI4qVA+V5Qdw1QjFjYe5hZBdK3ACZ/v3Xd0TW+j+vA92VylRzS693T3P0iwbgfTxGN217sZOo1E/std5YbylPT1gRbT8DxkPPV7ijDe/LDcU5fnnavv3f6k7+uSEEI2UR5YcqpvNFZCJtqWRassK89iIytICybO0vJhpLANwD5On3gV7OxpgqY3S+jHkdf10Z7KKUxPQF1SbkS9Bxn2kRzF3DK5hHQTGAPNClXmoTwImg8qTavC7Q+Lw0bFyrjpZpoZ5YwM5SnKCA9jYWyClsFlG46vEMg8bnYh0PHoFEIqQ9kL1AV+PaTVsbNiz0UsGjnVDJXhBpkRAaPeSPV1E9ATMaZ/WLrczXqO3F2da1KhQJqPrJZfX9W5iT9ljuFyZlXbSOTivoI6TGa05VKCMeiCajLayI8PmZf5s+lAhjBPlnWXtOn+8kUs2IVBqLCWVeZx00KrwRP6l7GMeh11FKiVhevQsc1MbXuA1PMBos11b7TzYHvSizLebwKGH7LjWb0ZAjR8tToNxwFfiJPm0pbHXDN+V+DuxLQP9ambj2z6dwEWjCTLGcUWJZcNW8urD3bIi4AcaqpsnSuKCN/War/PJCveZjzdWi54tjo/8mwC7J0jt9jVu/l+KiN7nXtu94Uz/vsAeGe8bqn9TLnWr8G9/PsPPe4Pihre+set5rvZ1ee8xqw5L1fysyyjc4dMdCeOWnQz5hlNvcP+/xlqxxdA3l3AsAXtWuAV922+jbPCGGFXQpJ1xMxo7l8R3vdE66pSfVkJY1IWFdgihloDlJlVd+/4P6v6FgVANWlYIoVzDappVIFAvzMwA8KXf1X7m1kBJgIngB1nuGBXIV57M02o9Q8TRlZbb2/jEb0qd8f/R4JehxMCOhSf8u+hapAkKnUkp04zJXtavK1CkAmyIsB/abkvwPVt3Ka8nUnEd78XplgB8jC2HWbWRO81gtVjkcBnoFAqQi5cDzUe/FaOs7F7aN5ht7Ximb+0QIaaambogOD49W/U3Pbco6qgkClK8SqMDT9s/E99P4FuIapf89B/nVrqKxT931Och4guTOLsqSsHBlbri3VphVw99kA/JEyc8ocrc2zeuBNatfy4Dp5TXTSnM/hLhliZn5vG3Y1rNasFwWuo2Asi0VG7o1pJyODKiG9JU771PyfHJx6Hmxh6E2tA0CV+0xF2PvxNlYf+W2eqlVD+9Kb9PvvRiznnuxQN6LRte5hDvvr32q9qZr/XmLC7vutz/wCQNcAV+4xIzC+114LHkducv11+35ccwHY+37P/WNvr+7v59bJwTFxu19u+tPPwXtdE+5p/Rzw7+SZG5e40Tgk2POpZMCw9tz+2tNUs0Td2V5nV/OKDqXTU3AAi2VFQDHZFWBljBomM6v5HIHqA5uS+8gC+dhNmhagvnAKp+MBIHGkgUCooJPuAJ4Cq1zXc7QCbvLV7AQoWQU21YdU048xJ+FVsELzLANlJvEhBLIWFWL9W9lRpi7qNUAHtrH93iO1W4CHec7lD8+XTF7oQumrVymbwIWl0anzlIkrJswH4CmsuD+QAQwiPJwlpjl/9e+cCY8yJjxPq4yxIELDHhd/NkvAIiw5n0OBfM9M9OyFLtReUeDf7KtZHgduzNwAaeJ39421ZQLp3uD9KVpoCO2YbtiHMmZ8ZhfMAZDa787099XESn/tdKoRzlQoi8m1rzDjY54svxT3cZX3KCVzvTKbWgf4nATkXcaGoACD702ZWAINAbFa9CNfV/yt/blK+dxDNjc76zbFOl5vtZF5BdydJEh8grdQYxj8KzmmqbRlObCoDdLCFqz2rMwVM2Pj07oe6n6zyRSwwhYgTFnWBZH7fu3yvbsUUHFLVixvXWlXP18UWpdPO8rr6LseWPTyRd0H9loPbFS53WNF9/rD82+Zk/XaYqW8G/Ro30fmbf371vm9LOT3fdu7T/+ZxxQrTTgUOQFkF6vz+fuzrtda7+d5bT5ZqlUbaU0E6h6b1paJjaGVyXuuMeXar1KIuKaZZlGvz72qJ2uKhdBSN6b9WMxzLaH7/HzX+L8+24D7xwSEJWVhqEUFGB2qfqkpZfOThZpnUgdFU2CZwUpUabhYe0wsjOM8uQlowwQcDhl4AjWbAAS8qhCZJjTJz5nvtEtL5GBLkgJXP6sS+c8NkoxXNCDMHlDCQBUP7CpasfvYkjVq7t2BtpAqw0egyWtp5gBLwFkFlkx8mvjXYtZV0MMFrN9p/k83VRdgBrS+ZkDuy7EzR8cALNYKc/rVylg0mjEB1rICWNFEtJdjmkwBukl4LtfQgvNmk0v1vnxvnr2CoFU2WoJNYbjz3IlIf/VnWH70iOP/+4tcvaU34XtTAIoKCP3nAmb166kboy4StXXJETcJvpIQu3doXlkoZ8tY3Bc3zHN1wYg50tSenooAFYWmf1e8zwQ4k0wQQuBONxC1bujcoYLgmrqMlb5HnyuxVQotwSwA5zPct90ZtitA4S21GBDMRGaLvAbgWR+AIiMTAGsB6sgSJb8HTV3YyIUdtobn9nJcN0iyM8LqN4FcPL4HySEgHI+ZBbpcnKV1xUflXnPvrJCGh4dMcIh71t0Ap5dJ+j/bPSbye0DnHgjdA3MjH1kAHmPhlrjOKta7LVzr24gp7MmBUR/0c4i4uwLZPaBsnnPKso+PSD/+iHScMP/6Cfizr4HU5fq9Vzm4tzWualeeqRAwmzzVZc6bVnYrVj4vdQ9kmX064arCfk0B6i2Po3WmMoPH6eV1HXLt7M3Fda3Kw50uI68rUsAFP8UMHC1XjrIpICxWswAAsOMB9jgDqwFTBrr49FQFVQh18zJzFtZiqD4hZGDkQYn+7TBnv60rPq+ItawrS0tiWZok6nU8W63Ic8PyWuX/nKJqqQwqN019QZoeYkJ++Q/HnPCaCbGdjQsC7mQjTwasl7pRr2dxJSiTlzlVFbgComTwOmvd/DUBMdCWfVVNi60R1gKSFmFw6XuYH77dALFmzEYNcVnyd1ykPXj0ylcJFtat9r8W/1OaCpPlMVZBy2slvd7aKgZuWgrVt5LuGxwDnk8Xj37BTgE4HLB+dcTz7x1x/INYQa9GWmoaMJ1PMmdyEGBqAZmPIdD7kDZsLNdmB+oIRk1BbzKveNWAgxCbbBNh4rwpSlAaCLV+nqyoz9qbhQFXJNmMmUFKH7wsc3EjaHLncrzM8jio7zDHorD2XkK3sGxvuvkYlb853mzMthECME+wwwSbI2yOORD3y6md+90czqVjQ1WiQreG+r7035G5odIf0JYPLucxOKux3t1yYSgbbwAym9Uo1BMcvDd9LOuRFYXU/cBB+hVgQJm2x8Bqa+Rk9x2Ajbm+Z1/12jss3l1/p+4afbrAvfzSo9bf4/swmfcAd/3u2vEhyr4csD5MSA8T4nFGHAGml7KUbP07pZzl9VQR6hUBEloxlkpaAmDXBLNL/VtYXCvfVWySxv3fe569Z51iVuAacjL7njffa1vXtuhHr/z088HjloRou9FeVx42iJCasoBDQnYbUJ+FqVTFuQRcfvYBn/7GEV/98QUPn58zQC3ps0IqFX/E1yq7EVw2QrIRSsuagasKyQEjEEokqqUcnarCNXTCsRfQrPWOGFzY209+mAHjN5/gVZB4rNLmDSjLAtC+PNfF40DDYOul7bu6P/SMJ38PRRtCMcWr24BH46NZSDngBe11tV2Wts8ESFrMgcn/ySA6CyfCOVl774tltjdOxV+1W2AE2GSfNduCm34zOLHzxVODOYOnOWM5BudLV4bWquAI7Tz179mUWRyBSQelhWu3Mw6//yc4/MOp+uX1c6vPEctnonklhJz4X39bFvTuAq55J4Nn3ujNNZLqLPsDP6N1U+mUFioAkOdMpWSgjquyrQQaJn3m2Db+W6IcHuirHHy9huISYMhlYAPBQhnDDBMKC+GuOcroUEYA7pLB8XMLyYqrYOO3uQ0YTSsbTkjdpgL4eK6PM5avZhymiPm8ZNkg87pxH+D/nmf09WMdHo7XnwVo5WAHYO1ycWtEeHjIClEpYR5KMFh95ut9cRnFEs3F5NyY4EeM5x4QutFcnu2Zr0fX5bolWFagRuDbs6Wjtso12ELMUeah5Kal5WXvWfSe7K/K6b1naczP0tdrPqe83+j7vk/aksGenxGmiMPXZR1896XmwtZzXsuwauuVnVvPVCyLxnnWz4GRIkDXLQBmhVDoZXd/31vsOQ9j2jne20pu5TVVogFo12DvjqQuOHuKTEP83ZYfr6uwNdK+59Bumvx+WREuKw5fP+HHTwvil3PW7AHQD9Y19hCA5VLdBzToi985KARwmGEfHnJi/fMlv7ueJS199IUjmQM2i6lsomEyZ1w9NVaynGEhJYTnc45i5cSas/ae0/aQARXfT/XT4kbP8/YmYm8iVY1NTeQpOjBu2D2aWTqhwC41YE+BSbB6LWdS6jvVeuKIoYLdVPtgKyuZdaAZ8NQ3npmBifX74CrIs3cCs6lpTsaoFzoUgqzQBcBTKjXsLOdVeWfJaoYAIH+v7hNumg/VxFFYZQMyq87f9f89pinJGtJ+cwPj+EufjYCW7iN6Lwo8ZT6DrsnKyPp9e/MODNndRZQhpgnTIKme5V5Tvdc8F2VL+rausBRqhPs05TyexU2C6623dHiGAaC6SADtvdm3fhwnZZMGG/9baTp/Q6igbbRnrQnhvGD6HBCXhHBat/MfkM1q8Fs/38t9jebHdW2BM1sMtU96z3V165mmw8vEQsobaCjrnYxPBGpAV46hsJ5h7c2yurlaKgq4tQrvKOE6j1d5vdd6YCYkh8/9O8ymfi2mn7r2u95v1PYA0iEzgLv+k3p8D3zZdN/ZazruyeDprVRJ0cYxvmb6vvb9ssC+/QR8+gwArUvI9217745WqVvzA6iuidyHgfvZ65E7wkuerWNgbVmrP7lZldnsUxdnBOQ92no8eGtOv1BReF2RAoJI/az+gTTzs+PnC8JlwfR0rtcIoUSjFmaEWkNB+MFCB1hTBbiWAGTQa6FshhxEZYV5L/nfQWnRBDXHK4CyiCS3pJjCycDi05e6Uc5zBW88HkCYIzAd8ovme1XgPxFYdSzVSFuZIrAIyJTNv9FwUTb6GFD9bMu19H8FrLqQXACFCpQjCiCqwsPZ10snbIoAcj80CoQYEKYcwe4TvwijcDhkdwv14dU2+s4ZabKLoqk7WKxFJhgsFQ4H4PGx1Co/ocmAQOClrHXjBiHvR5nw/t3pdz37yqaAmmy6+E67K4Jeiy4lQMs+0V1DzPdhnnMBDAWa6v/LtF9NrWl5rr7PVMimKc8NZTB5XXW3CKEDuXI9ZRT4zgubyvytFqIXDmnX6bqztsscLr7D4WHO75jN18EbZV7ZRnNRf6McNQMuC+KagOcBU9IB2d1Ssbf6MjK9N/KvvmvmdbXUuTs05nXbfG9rQng+5aAtV5REyevcC2il2xRG6cHV8JmubL73MIT6LD6nB+zkqKm1bNRUbnV7RvNbf71k1RfxGgDaO1//7u/b969vU8zposyy/yaDeIfMcieL72QVh2btUXuJ+0A/niQE+n7x7+MhzzsGJL4GRI8Yzb0x6I9t9qzBvZelWuCAlsCxVIImK7h1a8g0bdfRXt9JfrygvY55jcVVAMjpVkKA18Ve1soo7pmOGPnP0q98WJoRNcXKsrbBMwIIwumCcLrUa/J3NYUShJZIZgel3BhjzMCZSdJ7YF6CubzEpTqzmwEB7iidWdoc6GJm2WVCwQlQF5xXKJK/JzHBrqjMl0ZvN0Jgyow3fW8hrGRx6agbUrkGqx3pomUfBmC4NSUXcETAfYyVyWMLthXC3BQ8nVWqZUtP58oY9+fpeImp2c6XltkFhCmtoDWQ/SNrwipklvJnjhPHgblN19I/FngwmVs6pm7yj/Bodr4jBpbw+nwvBK6uKJRrxX2fsjBPeW5xgbPsKZ8PqPMnBuDDI8LzCXYWhsjdH2T+ErCqlaJkSGjmPLvVz43i7hHcktKzI6GC9F4e6Hst18xuN4XpkfFztsytMNWNJQtLgve8joxijUoAx/ktM6+hKPr8u98nRsxaStvjBtaqTVMZ2n0fFvpPl2NUnul77q7txQrKfmFlHTWWIBP/aJdna3axYWWrYkUIX33Ix395htKCxr75F6mun1G7ZaYe+TP2rQdzt3xj9+5/zd91BCb7+yiAUWZzxRjgvqSNgOstJhdo4mc2blf9s+2xsCMQd68f6LXfr4194/N95bgY3CwfgDxX+7iCvaZkAy2UnbvG5r7cm5QV3Xs2/b4Hltw3GOzO/XhJ28xLt65NkuwWiO7a67INmGUzDMElGVcLlcmi+acAQAAIl6VmGQihmnSUYe0bg7ZiaH9f5FyCVF5TyriiN03FWCtP6bUIOIWhdX85zwKwM7ApFZ+63AjUzIHoWjdcbroMANIN/3ypVYF8syeoHTEgGTxsNa6wBcu8Js3xyrzytyBC3/tQAI+tFawpcCKTV/x0GqDE64RSzvMiqUjUTcCCBKGVc9UUoSzwulbgOvKvAqorwSFkwXvIfbUvz1tBElAYPZ4zt7/r/7ZKQvxQASzfrbtZCBDgRuymzND0tTV5DwRqmfdZyUK5dmw3AVfuYo045Vqh2wABOecbsxl0vkge2KTsvubJVcWuvD8j8+q+w5QJ3TzqXRSaR431/xjbal9UbsyqUOS1+iC42LG+fFZLwBtlXu3pGSHGClyphAGe7sq/70Fs7yYwcgfoyq82AXacp+cL1m++RYg58p95mu35hPT5813PER4eEI5HpM9ftu/4pe3n3+/03CEZj725rZlElOktgCPEUE3Wu6zp4FnjlC1sfmmr149TZpov5+15o6Z9HN1L3YeoPPJ5/Jhub+znTeD6zs/Lvluy6+/yF7+87xl+g1s4HBG/+oD1m2935eOf7w2Fpf++60ibkgqv6dMLn/112Qbm2NTDzgEX5XeNPIuoANasAlfVyguTC2BTmSVwk+ofbCrglBur+iS6zylBWaqfC7j1ggTzJPlOQ/2ergVIbWCUm48EEMbiFyv+mI2JkwBkXZtF3IA+jtX80Jac7YESh1YdiPrqVAT5TeorsoHCXFEQeeqZMm4EbyUPngcfYar9V+A/SkEVQmWO2ScfR3mHPk/kHU8xDwYVll5QTlMG2Q7Y5hbkUKvkmKjgnGJb1Ux9Jo9VUwzzhM1m7H7M8g4ZLEVgBmR/wYdjeYedaVJ9lacpA9LLBW7yDqmZZ+5rxnnJpO0c/1grVlWWVFxndCzIysbyvpmJgPNN01n10dWjOWxr7RuB+5qgvrKZSU0yzjG703BMVfEKsn75jMU9hWV4/dxStrmxQHAj9/m4VsbdN9m3ybyuf/pnf9ld8GYJ+X1+uX3s5tzTqamW9ZfeGoZ2Z+Pd28zNAFtbHsResPGn7tzNby+71tVW+nr1+Gt9l/Md294m1t5Ms8sZ66/vVDT+XG5IZfXPEbgC3w8IvwK0h1HlqOaAEP4ugL9b/vznAfxvL77Lb3b7XQC/+MvuxP/P7f2Zf/vbW3teAPinzOz3/rI78Rfd3mX2m5zb78/8Ntpbe+ZdmX0TvDYHh/C/mNm/9OfWrd+A9v7Mb6O9tWd+a8/7VttbfM/vz/w22vszv+12w0v5vb239/be3tt7e2/v7b29t3982jt4fW/v7b29t/f23t7be3tvvzHtpeD1v/oL6cU/3u39md9Ge2vP/Nae9622t/ie35/5bbT3Z37D7UU+r+/tvb239/be3tt7e2/v7b39ZbZ3t4H39t7e23t7b+/tvb239/Yb097B63t7b+/tvb239/be3tt7+41p7+D1vb239/be3tt7e2/v7b39xrR38Pre3tt7e2/v7b29t/f23n5j2jt4fW/v7b29t/f23t7be3tvvzHt/wMbxoB3Z15rVgAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(1, figsize=(12, 6)).clf()\n", "plt.close(2) # close the second plot from above\n", "\n", "ax1 = plt.subplot(1, 2, 1)\n", "im = ax1.imshow(ha[0:500,0:500],vmin=np.min(ha), vmax=np.median(ha)*1.5, origin='lower')\n", "\n", "\n", "ax1.set_title(\"Original\")\n", "ax1.set_xticklabels([])\n", "ax1.set_yticklabels([])\n", "\n", "ax2 = plt.subplot(1, 2, 2)\n", "im = ax2.imshow(result,vmin=np.min(ha), vmax=np.median(ha)*1.5, origin='lower')\n", "ax2.set_title(\"Convolucionada\")\n", "ax2.set_xticklabels([])\n", "ax2.set_yticklabels([])\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "eaa1707c-d57f-4518-8ce6-5a2baf4067c4", "metadata": {}, "source": [ "## Utilización de la convolución de `astropy` para sustituir los datos erróneos" ] }, { "cell_type": "markdown", "id": "93d8f13e-2637-4150-b4ec-9eb81b2d9c93", "metadata": {}, "source": [ "Los métodos de convolución de `astropy` pueden utilizarse para sustituir los datos erroneos por valores interpolados de sus vecinos. La interpolación es útil para manejar imágenes con unos pocos píxeles malos." ] }, { "cell_type": "code", "execution_count": 18, "id": "7e66bc70-e002-46e9-8ab6-953f2fe134f2", "metadata": {}, "outputs": [], "source": [ "from astropy.convolution import interpolate_replace_nans\n", "\n", "result = interpolate_replace_nans(result, kernel)" ] }, { "cell_type": "code", "execution_count": 19, "id": "5f15ff0c-c4c6-4238-9fff-66c865c13265", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(1, figsize=(12, 6)).clf()\n", "plt.close(2) # close the second plot from above\n", "\n", "ax1 = plt.subplot(1, 2, 1)\n", "im = ax1.imshow(ha[0:500,0:500],vmin=np.min(ha), vmax=np.median(ha)*1.5, origin='lower')\n", "\n", "\n", "ax1.set_title(\"Original\")\n", "ax1.set_xticklabels([])\n", "ax1.set_yticklabels([])\n", "\n", "ax2 = plt.subplot(1, 2, 2)\n", "im = ax2.imshow(result,vmin=np.min(ha), vmax=np.median(ha)*1.5, origin='lower')\n", "ax2.set_title(\"Convolucionada\")\n", "ax2.set_xticklabels([])\n", "ax2.set_yticklabels([])\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": "3.8.16" } }, "nbformat": 4, "nbformat_minor": 5 }