{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Teoría de Filtrado Moderna: Funciones de aproximación\n",
"
\n",
"\n",
"#### Por Mariano Llamedo Soria"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Resumen \n",
"\n",
"En este notebook se analizará la respuesta en frecuencia de las funciones aproximantes:\n",
"\n",
"* SciPy: [Butterworth](https://docs.scipy.org/doc/scipy/reference/generated/scipy.signal.buttap.html#scipy.signal.buttap), [Chebyshev](https://docs.scipy.org/doc/scipy/reference/generated/scipy.signal.cheb1ap.html#scipy.signal.cheb1ap), [Bessel-Thompson](https://docs.scipy.org/doc/scipy/reference/generated/scipy.signal.besselap.html#scipy.signal.besselap)\n",
"\n",
"Estas funciones fueron estudiadas en clase, y mediante la función de análisis [analyze_sys](https://pytc2.readthedocs.io/en/latest/autoapi/pytc2/sistemas_lineales/index.html#pytc2.sistemas_lineales.analyze_sys) se puede apreciar la respuesta en frecuencia (módulo, fase y retardo) y el diagrama de polos y ceros.\n",
"\n",
"También se agregan las aproximaciones de [Cauer o elíptica](https://docs.scipy.org/doc/scipy/reference/generated/scipy.signal.ellipap.html#scipy.signal.ellipap) y la [Chebyshev 2 o inversa](https://docs.scipy.org/doc/scipy/reference/generated/scipy.signal.cheb2ap.html#scipy.signal.cheb2ap), ya que están implementadas en el [scipy.signal](https://docs.scipy.org/doc/scipy/reference/signal.html#).\n",
"\n",
"Para cada aproximación, se podrá comparar cada uno de sus parámetros:\n",
"\n",
"* orden del polinomio\n",
"* atenuación en la banda de detenida\n",
"* *ripple* o distorsión de amplitud en la banda de paso\n",
"\n",
"de forma didáctica. Para ello también se usan otras funciones de apoyo como \n",
"\n",
"* Análisis de la respuesta en frecuencia: [analyze_sys](https://pytc2.readthedocs.io/en/latest/autoapi/pytc2/sistemas_lineales/index.html#pytc2.sistemas_lineales.analyze_sys), [bodePlot](https://pytc2.readthedocs.io/en/latest/autoapi/pytc2/sistemas_lineales/index.html#pytc2.sistemas_lineales.bodePlot), [pzmap](https://pytc2.readthedocs.io/en/latest/autoapi/pytc2/sistemas_lineales/index.html#pytc2.sistemas_lineales.pzmap), [pretty_print_bicuad_omegayq](https://pytc2.readthedocs.io/en/latest/autoapi/pytc2/sistemas_lineales/index.html#pytc2.sistemas_lineales.pretty_print_bicuad_omegayq), [GroupDelay](https://pytc2.readthedocs.io/en/latest/autoapi/pytc2/sistemas_lineales/index.html#pytc2.sistemas_lineales.GroupDelay)\n",
"* De presentación algebraica: [print_latex](https://pytc2.readthedocs.io/en/latest/autoapi/pytc2/general/index.html#pytc2.general.print_latex), [a_equal_b_latex_s](https://pytc2.readthedocs.io/en/latest/autoapi/pytc2/general/index.html#pytc2.general.a_equal_b_latex_s)\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"En el siguiente documento se presenta una comparativa de las funciones de aproximación estudiadas en Teoría de Filtrado Moderna, para la asignatura Teoría de Circuitos 2:\n",
"\n",
"* Butterworth\n",
"* Chebyshev\n",
"* Bessel\n",
"* Cauer\n",
"\n",
"El script permite parametrizar diferentes aspectos de la función de aproximación, como el ripple en la banda de paso, la atenuación en la banda de detenida y el orden. Como resultado se visualiza:\n",
"\n",
"* Respuesta de módulo, fase y retardo de grupo\n",
"* Diagrama de polos y ceros\n",
"\n",
"Se comienza con la importación de módulos externos"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"scrolled": true
},
"outputs": [],
"source": [
"# Inicialización e importación de módulos\n",
"\n",
"# Módulos externos\n",
"import matplotlib as mpl\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import scipy.signal as sig\n",
"\n",
"fig_sz_x = 13\n",
"fig_sz_y = 7\n",
"fig_dpi = 80 # dpi\n",
"\n",
"fig_font_size = 11\n",
"\n",
"mpl.rcParams['figure.figsize'] = (fig_sz_x, fig_sz_y)\n",
"mpl.rcParams['figure.dpi'] = fig_dpi\n",
"plt.rcParams.update({'font.size':fig_font_size})\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"scrolled": true
},
"outputs": [],
"source": [
"# Ahora importamos las funciones de PyTC2\n",
"\n",
"from pytc2.sistemas_lineales import analyze_sys, pretty_print_bicuad_omegayq, tf2sos_analog, pretty_print_SOS\n",
"\n",
"from pytc2.general import print_subtitle\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Se define la siguiente función para facilitar y sistematizar el análisis de cada transferencia. La utilizaremos más adelante."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"scrolled": true
},
"outputs": [],
"source": [
"\n",
"def sim_aprox(aproxs, orders2analyze, ripple, attenuation):\n",
"\n",
" all_sys = []\n",
" filter_names = []\n",
"\n",
" for (this_aprox, this_order, this_ripple, this_att) in zip(aproxs, orders2analyze, ripple, attenuation):\n",
"\n",
" if this_aprox == 'Butterworth':\n",
"\n",
" z,p,k = sig.buttap(this_order)\n",
"\n",
" eps = np.sqrt( 10**(this_ripple/10) - 1 )\n",
" num, den = sig.zpk2tf(z,p,k)\n",
" num, den = sig.lp2lp(num, den, eps**(-1/this_order))\n",
"\n",
" z,p,k = sig.tf2zpk(num, den)\n",
"\n",
" elif this_aprox == 'Chebyshev1':\n",
"\n",
" z,p,k = sig.cheb1ap(this_order, this_ripple)\n",
"\n",
" elif this_aprox == 'Chebyshev2':\n",
"\n",
" z,p,k = sig.cheb2ap(this_order, this_att)\n",
"\n",
" elif this_aprox == 'Bessel':\n",
"\n",
" z,p,k = sig.besselap(this_order, norm='delay')\n",
"\n",
" elif this_aprox == 'Cauer':\n",
"\n",
" z,p,k = sig.ellipap(this_order, this_ripple, this_att)\n",
"\n",
"\n",
" num, den = sig.zpk2tf(z,p,k)\n",
"\n",
" \n",
" all_sys.append(sig.TransferFunction(num,den))\n",
"\n",
" this_label = this_aprox + '_ord_' + str(this_order) + '_rip_' + str(this_ripple)+ '_att_' + str(this_att)\n",
" \n",
" print_subtitle(this_label)\n",
" # factorizamos en SOS's\n",
" this_sos = tf2sos_analog(num, den)\n",
" \n",
" pretty_print_SOS(this_sos, mode='omegayq')\n",
" \n",
" filter_names.append(this_label)\n",
" \n",
" # el caracter \"_\" descarta la salida de la función\n",
" _ = analyze_sys( all_sys, filter_names )\n",
"\n",
" return( all_sys, filter_names )\n",
" "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Comparativa de órdenes\n",
"\n",
"\n",
"Este pequeño ejemplo permite comparar diferentes órdenes de la función de aproximación Butterworth. Quien lea este documento y se interese, puede probar todas las funciones aproximantes, órdenes, *ripple* y atenuaciones de la banda de detenida.\n"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/markdown": [
"#### Aproximaciones de Butterworth"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"#### Butterworth_ord_2_rip_3_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{1.002 }{s^2 + s \\frac{1.001}{0.7071} + 1.001^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"#### Butterworth_ord_3_rip_3_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{1.001 }{s + 1.001 } . \\frac{1.002 }{s^2 + s \\frac{1.001}{ 1} + 1.001^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"#### Butterworth_ord_4_rip_3_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{1.001 }{s^2 + s \\frac{1.001}{0.5412} + 1.001^2} . \\frac{1.001 }{s^2 + s \\frac{1.001}{1.307} + 1.001^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
" \n",
"aprox_name = 'Butterworth'\n",
"#aprox_name = 'Chebyshev1'\n",
"#aprox_name = 'Chebyshev2'\n",
"#aprox_name = 'Bessel'\n",
"#aprox_name = 'Cauer'\n",
"\n",
"# parametrizamos el orden para cada aproximación\n",
"orders2analyze = [2, 3, 4]\n",
"\n",
"# Mismo requerimiento de ripple y atenuación\n",
"aproxs = [aprox_name] * len(orders2analyze)\n",
"ripple = [3] * len(orders2analyze) # dB \\alpha_{max} <-- Sin parametrizar, lo dejo en Butterworth\n",
"attenuation = [40] * len(orders2analyze) # dB \\alpha_{min} <-- Sin parametrizar, att fija\n",
"\n",
"\n",
"print_subtitle('Aproximaciones de Butterworth')\n",
"\n",
"( all_sys, filter_names ) = sim_aprox(aproxs, orders2analyze, ripple, attenuation)\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Si se quiere analizar alguna parte en particular, como la banda de paso, podemos aprovechar las figuras generadas por *analyze_sys* y modificar los ejes de representación."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Detalle de la banda de paso')"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# el caracter \"_\" descarta la salida de la función\n",
"asy_axes = analyze_sys( all_sys, filter_names )\n",
"\n",
"# cerramos todas las visualizaciones salvo la respuesta en frecuencia\n",
"plt.close(2)\n",
"plt.close(3)\n",
"plt.close(4)\n",
"\n",
"plt.sca(asy_axes[0][1][0])\n",
"max_ripple = np.max(np.array(ripple))\n",
"plt.ylim(np.array([-2*max_ripple, 2.]) )\n",
"plt.xlim(np.array([3. * 10.**-1, 3. * 10.**-0]) )\n",
"plt.title('Detalle de la banda de paso')\n"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/markdown": [
"#### Aproximaciones de Máxima Planicidad"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"#### Butterworth_ord_4_rip_0.5_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{1.692 }{s^2 + s \\frac{1.301}{0.5412} + 1.301^2} . \\frac{1.692 }{s^2 + s \\frac{1.301}{1.307} + 1.301^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"#### Butterworth_ord_4_rip_1_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{1.402 }{s^2 + s \\frac{1.184}{0.5412} + 1.184^2} . \\frac{1.402 }{s^2 + s \\frac{1.184}{1.307} + 1.184^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"#### Butterworth_ord_4_rip_3_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{1.001 }{s^2 + s \\frac{1.001}{0.5412} + 1.001^2} . \\frac{1.001 }{s^2 + s \\frac{1.001}{1.307} + 1.001^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
" \n",
"aprox_name = 'Butterworth'\n",
"#aprox_name = 'Chebyshev1'\n",
"#aprox_name = 'Chebyshev2'\n",
"#aprox_name = 'Bessel'\n",
"#aprox_name = 'Cauer'\n",
"\n",
"# parametrizamos el ripple\n",
"ripple = [0.5, 1, 3] # dB \\alpha_{max} \n",
"\n",
"# Mismo requerimiento de ripple y atenuación\n",
"aproxs = [aprox_name] * len(orders2analyze)\n",
"orders2analyze = [4] * len(orders2analyze)\n",
"attenuation = [40] * len(orders2analyze) # dB \\alpha_{min} <-- Sin parametrizar, att fija\n",
"\n",
"\n",
"print_subtitle('Aproximaciones de Máxima Planicidad')\n",
"\n",
"( all_sys, filter_names ) = sim_aprox(aproxs, orders2analyze, ripple, attenuation)\n"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Detalle de la banda de paso')"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# el caracter \"_\" descarta la salida de la función\n",
"asy_axes = analyze_sys( all_sys, filter_names )\n",
"\n",
"# cerramos todas las visualizaciones salvo la respuesta en frecuencia\n",
"plt.close(2)\n",
"plt.close(3)\n",
"plt.close(4)\n",
"\n",
"plt.sca(asy_axes[0][1][0])\n",
"max_ripple = np.max(np.array(ripple))\n",
"plt.ylim(np.array([-2*max_ripple, 2.]) )\n",
"plt.xlim(np.array([3. * 10.**-1, 3. * 10.**-0]) )\n",
"plt.title('Detalle de la banda de paso')\n"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/markdown": [
"#### Aproximaciones de Chebyshev"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"#### Chebyshev1_ord_2_rip_3_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{0.5012 }{s^2 + s \\frac{0.8414}{1.305} + 0.8414^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"#### Chebyshev1_ord_3_rip_3_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{0.2986 }{s + 0.2986 } . \\frac{0.8392 }{s^2 + s \\frac{0.9161}{3.068} + 0.9161^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"#### Chebyshev1_ord_4_rip_3_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{0.1612 }{s^2 + s \\frac{0.4427}{1.076} + 0.4427^2} . \\frac{0.7774 }{s^2 + s \\frac{0.9503}{5.579} + 0.9503^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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3N5PUxTAM2GzrzsHoNVgGa78GqVQKALC1tTVzJNVj7c8DQK/BUpj6GjIzM1FaWqp1H00CqsDNzQ1JSUkmqSs9PR0eHh4mqctc6DVYBmu/hmPHjgEABgwYYOZIqsfanweAXoOlMPU1+Pr6VrrPutMliqIoiqKMRpMAiqIoiqqnaBJAURRFUfUUTQIoiqIoqp6iSQBFURRF1VM0CaAoiqKoeoomARRFURRVT9EkgKIoiqLqKZoEUBRFUVQ9RZMAiqIoiqqnaBJAURRFUfUUTQIoiqIoqp6iSQBFURRF1VM0CaAoiqKoesoqkoAff/wR7dq1g42NDcaMGaOz7KVLl9CyZUvY29ujffv2uH//foW6fHx8IBQKMXz4cOTm5tZk6BRFURRlsawiCfD29sZnn32GKVOm6CyXnZ2NwYMH49NPP0Vubi7efvttDBo0CKWlpQCAM2fOYPHixTh69ChSU1PB4XAwbdq02rgEiqIoirI4XHMHYIhhw4YBAKKiopCVlVVpucjISDRq1AjvvPMOAGDOnDlYu3Ytzp49i/79+2P79u1499130aZNGwDA8uXL0bx5c+Tn58PR0bHmL4Si6qDExETcvHkTEokEkyZNUm8/fvw4oqKiwOVy8emnn6q3b9y4EZmZmeByuVi0aJF6+3fffYeioiLY2dlplF+zZg2Kiorg4+ODyZMnq7dv3boVUqkUoaGh6NKlS81eJEXVUVaRBBjq0aNHCAsLU//OYrEQGhqKR48eoX///nj06BH69eun3t+4cWPw+Xw8ffoUHTt2rFDfmjVrsGbNGvXvhYWFSE9PN0msDMOYrC5zoddgGWrqGpRKJdhsNlgsFgBAoVCgpKQEhBAIhUKw2Wx1uVatWgGARhzBwcFo3Lhxhe19+vQBwzBgsVga24cMGQJCSIXtgwYNAiEEbDZbY3vXrl0BABwOR2N7QUEBAIDP58PW1la9vaSkBBwOBzweT31NpkRfS5aBXkPV1KkkQCKRwMnJSWObWCxGYWGher9YLK50/6siIiIQERGh/t3X1xceHh4miTU9Pd1kdZkLvQbLUJ1ryM/PR3R0NLy9vdGgQQMAqr+T1atXAwC6d++Obt26AQBiY2OxZ88eAMDgwYPVCfe1a9dw5swZAMCCBQvA5/MBqPrn3Lx5E7a2tpg1a5b6nImJiXj+/DmcnJzQp08fjetISUmBh4cH3njjDfX2M2fOICsrC40bN0b//v3V23/99VcoFAqEhIRg6NChAACZTIZNmzYBADp27Ii+ffsCAFJSUrBjxw4AQO/evdG5c2d1LH/99Rc8PDzQv39/dezGqO+vJUtBr6Fq6lQSIBQKkZ+fr7EtPz8fIpHIoP0UVZfl5ORAIpHA399fvW3dunUAAB8fH7z33nsAVH8nZRISEtT/9vPzg0AggL29PZydndXbO3bsiNdee63C+bp166ZOIMpr164d2rVrV2H766+/rjXu8ePHa92+cOFCrdtbtWqF3NxctGzZUut1NG/eXP3vqKgopKenIz09XSPBuHPnDh4+fIjmzZujQ4cOWs9DUXVBnUoCWrZsiV9++UX9OyEEDx48wPTp09X7o6KiMG7cOADA8+fPUVpaimbNmpklXoqqKUqlEhwOR/37N998A6lUWuF+O4fDgVKprNAa1r59ezg7O2t8kPL5fMydO7fCucqfx9z4fD6GDBlSYXunTp3QqVMnpKSkaPT/USgUGseWuX79OrKzsxEfH6+RBNy6dQsA0LZtW4u6booyllUkAQqFQv3DMAykUqn63l55w4YNwyeffILdu3dj1KhR2LhxIwCgZ8+eAIBJkybh7bffxtixY9G4cWN89tlnGDZsGO0USNUZhw4dwsOHD8FisfD555+rt9va2kIqlUIqlWqUHzVqFIRCIby9vTW2v/XWW7USb2179TqHDh2KoUOHQqlUamwnhAAAbGxsNLafOXMGCoUC58+fx/z582s2WIqqBVYxRHDZsmWws7PD8uXLsX//ftjZ2amHCwqFQly5cgUA4OLigj///BNff/01HB0dsWfPHhw5ckT9h9yrVy8sWbIE/fv3h6enp8b9Q4qyJiUlJTh+/DjWr1+vsV2pVIIQAoZhIJFI1NvDw8PRqVMnzJw5U6N8kyZNKnww1kevfqv/8MMP8dlnn1V4vMqSBVdXV43tS5cuRWFhIS5fvlyzgVKUiVlFS8CSJUuwZMkSrfvKv9EBqo5Mjx49qrSumTNnVvjDpihrUL6J/8WLF7h9+zYAVWe4Mm+88Qbi4+PRsGFDjQ+2kJAQhISEmCSOXx78giBxEHr496i0zLmEc4jNi8XU0KkmOac5cDgcjf4RALBo0SI8ffpUo09EQkICGIYBIQRyuVy9vaSkBH/++Sd69uwJNze3WouboqrCKloCKKo++/777/Hll19i37596m1lndtYLBYYhlFvd3d3x8cff4yhQ4fCzs6uRuIJEgdhwZUFOJdwTuv+cwnnsODKAgSJg2rk/ObE4XDQokULeHl5qbfZ29vD398fLBZLo4PkhQsXEBMTo54XgaIsEU0CKMqC5Obm4t69exrbyjrtvXjxQmP7p59+ii+++EJjLHxt6OHfAyu7rtSaCJQlACu7rtTZUlCXuLq64t1334VIJNJIvNLS0gCoErXyLQF79+7F2rVrcfXq1VqPlaJeZRW3AyiqPvj111+RlJQEFouF1q1bq7c3bdoUKSkpFYaq1dQ3fUOUTwTKPvANSQBup91GsHMwhHyh1v1ShRR/J/+NHgGVJxBF8iLw2XzwOLxKy1iCyZMnIz8/X2N4IgA8e/YMDMPgypUrdKZDyuxoEkBRZqBUKnHx4kV0795dfe/e19cXSUlJIIQgIyMD7u7uAICRI0eaM1S1PGkeHGwcwGapGhDLJwK9AnrhVNwp9AropbcFgIBUuo/NYsPJ1qnS/YCqtSHYORiNnRprr58Q/J3yN7r4mP8D1tHRsUJfDEdHR+Tm5iIwMFBj+/LlyyEWizFw4ECNuRwoqibRJICiallWVhY2bNgAQDX8tWzWvJ49eyInJwd9+vTR6HhmKQ4+O4iRTUfCge+g3tbDvwd6BfTCkdgjGBQ0CMu7LNdZR3vP9jr38zl8tPFoo7PMoKBBOvczhIFUIdVZJqkwCY42jhDxa3+isLLZE8sPS7x27RoUCgWysrKQmJhIkwCq1tA+ARRVw/Lz8/Hs2TP1766uruq56//991/1dg6Hg7ffftssCUCqJBWb7useLvu/kP9pJACA6lv5mfgzGBQ0CGfiz1TaWbA2cdgc9AzoqbPMf/n/IU+aVzsBVaL86A2xWAyBQAA2m41OnTqptx89ehQrVqzAyZMnzREiVQ/QlgCKqkFbtmxBcnIyOBwOPvvsM/X2Ll26wMnJSePef01KliRDbCOGgCfQut9L6IVpraq2rParfQDC/cOtplPgG75v6NyfI83BH//+gemtptdKPM2bN9eYzrjMw4cPIZfLcfv2bfU6CBRlSrQlgKJM6NWZ5xwcHNTbyw8TCw8Pr7UEAAD+zfkXudLcijsufws8Oab74CfHVOXK0dYJUNeoAWvjbOuMd1u8a+4w0LBhQ7BYLAQFaQ63/OWXX3Dz5k0zRUXVJbQlgKJMQCKR4Ndff0VeXh4GDRqk/oAfMmQI8vLyMHDgwBqdMCY2L1bnuPxw/3DtO9yCgcgpwLDNQPCAivufHHu5///pGgWgbdSAtbLl6h56ufT6UszvOB88ds2NUhgzZgwAzeQyOjoaqampSE1NRV5ensZKjBRVVbQlgKJMwM7ODnl5eQCAs2fPqrfz+XxMnTpVY3KZmnA12cgx58EDVB/wkVMqtgiUTwDKJQixebE6P+DLEoHYvFgg5jRQlFX5+WVFgI7RAgBUdWT+q7sMo9S9vwZ81umzGk0Ayivff6Bs/gEAePPNN9X/Tk9PR26ultYeitKBtgRQlBGuXr2KFy9eYMKECQBUb9J+fn7Iz8/XWJK2tkxsMdH4g8snAmUf+JUkAABeTgVckAr8sxUIX1Shyh7+PVRJQtpDgMOvsF+NZw+ApTs+z5YAX3tfBgAAIcBfEcDA7ysvoygF2DyAbbrvPWWdOytzPuE8gsRBCHAIMNk5AaBHjx7o3r07Xrx4obHy4c6dO1FcXAwvLy9MnWq90zVTtYsmARRVRb///jtiYmIAACkpKeoFeCZPnlwj55PIJNh0fxPmtq+4jK/JlE8Emg8BHv8JBA8CPHWsN+DgpTUB0KDreADQ80GqOo+eBY5YLN0JAAA8PQaIvICA13SXM6EWLi0qnRSpujgcDho1aqT+vaSkBMXFxQAq9kuhKF3o7QCK0kOpVKKkpET9e/l7sK/OBlcThHwhItpFmLZSpRxIvqu5LXiAKgG4/5vq/4N+AJxM+y3WbFoO150AKGTAed1zHFSVh8Cj0tEYwMvlik3Bzs4OkydPhlgsVvcjAIDMzEysWrUKDx48MNm5qLqFtgRQlA5Hjx7FvXv34OLighkzZgAAnJ2dMWzYMDRv3rzCErTGIISgRFECe559pWXKZukzHRaQ8QTwKTcxz5NjqhaAVmNV/2/WX3tnwbqIwwM6Vm2IZHVdSroEhjCVd9qsIj8/P8yePVtj2x9//IGSkhIcOnQIvr6+FjkJFWVetCWAonR4+vQpCCHIysrSWLI3JCTEJAkAAKQUpeBAzAGT1KWW8QTIeFr5fg4XaD3u5e/l+wAM/anyzoJ1FYsFCFx0lzn3FSDJMNkpu/t1N1kCUBmxWAxANVS1fAJAbxlQZWhLAEWVExUVpfEBP3r0aOzcuRPdunXT6IRlSj5CH7zT4h3TVqqrM96rtHUC1NZZsL7r8UWtno4QorfzoT7jx4+HTCbTSGBLSkrw7bffQiwWY8KECXBy0r1WA1W30ZYAioLqm9E333yDw4cPY8+ePert/v7++Oyzz9C1a9dq1W/K+78AgIIUQKmofL9LkOpHHx2jAHQOH6QqUkiBZ2f1lzPQ5aTLOJ9wvtr18Pl8CIUvOyju2bMHhBDk5uYiPj6+2vVT1o0mARQFVW/rsiZSU78xZpVk4Yd7P5i0TsScBEpyql9P5hPd3/TLEoHMJ9U/V13HtQUamG7lwm5+3WrkdsHgwYPh4OAAgUCAsLAw9fbU1FSTn4uyfPR2AFUvKZVKnDp1Cm3btlVvGzhwIG7duqUe+28qrnaumNVmlknrRDsTDUd84xP9ZYIH0NsBhuLpmGVQXgJICwCRR+3Fo4WbmxvmzJmjsU2pVGLz5s0YO3YskpOT0aaN7pUcqbqDtgRQ9U5WVhaWL1+O27dvawz9CwkJwf/+978au/dfJXe2m2UWPKoGFaYBLy6brLpLiZeQWJBokrpOnDgBQoj6NgFVf9CWAKrecXJyAovFAiHEJL2kGcLgdNxp9A004Spv3q1VM+FRdYdzoOrHRBo5NYLYRmySugYMGABCCNhsNnr0eDkddFZWFpycnEw2EoayPLQlgKrzlEqlxnz+HA4HgwcPRvv27TU6TBmLzWLD0cax2vVo8GqlGsZH1R9yKZAda3BxH6GPzsmIqmrgwIEafw9KpRI//fQTVqxYgVu3bpnsPJRloe8yVJ0WFxeHnTt3qnvn9+zZEwAQGhqK0NBQpKenm+Q8nb07V+2AqN+B0NEmncuesnLF2UDqfcNGddSCy5cvg2EYAEBycrKZo6FqCn0Houq0snn9AdUSrBbDpRFA6uc9f5mCQVGpjuGNAAqkcjBMPbsd4ugDtBxmsuqW3VgGZTX6lbz55pto164dBAIBhg4dqt5OJxqqW2gSQNU5GRkvZ3Xj8/no378/OnbsWGFK1ao4GnsUKZIUU4Sn4tdeNVVtHbT2TIzOeRFiMyU4+Sit0v0AsP3vOEhklScKGQVS7L1V8+s2WJQq9hGZ32E+OOzq3cvv378/5s7VXLhq1apV+Pbbb5Gfn1+tuinLQJMAqs6QyWT44Ycf8NNPP+HGjRvq7W3btkXfvtXrtNfesz3c7N2qEExRnezYdyc+F5F3k3SWebuDv879wV4OGN7WV2eZWT0aw8G28iRJbM9HeDN3nXVsuPAcGYVSnWWsSuJN4N4e/eX+H5dt+ru9x48fh0wmQ3FxMY4cOWLy+qnaR5MAqs6QyWTIyVFNoHP+fPVnWivPU+AJHrsK39z/2QoUWN991BMPU3V+iw/1dcSQMB+ddXg62lZ7ult9+Fw23B10jMkH8L8ugXAR2FS6P7dIhn/iTDDhUm3x7wSEjTVrCD179oSrqyu4XC7GjjVvLJRp0I6BVJ0hFArRtWtX3L17F1OmTDFvMK99aN7zG8nRjgcFQ8DjaP8Q53Gs53uDLU93UzhDCGo4VzE9EwUclRGFtOI09G1QtRYyPp+PGTNmQKlUagwb3LhxI4KCgjSW2aasg/X8RVPUK549e4bly5cjJiZGvS08PBxz586Fo2PVhuyVKktxJemKqUO0KNmSUvx69YXOMq81crWqD/rqcBHaoG2A7qV1fzz/zPTrPtSU3HhAIdNfDkCoWyje8HnD6FOVTwBOnz6NzMxM3LhxA0ePHjW6Tso86sdfO1XnKJVK/Pbbb1AoFNi7d2+1eyxXqakfAIpzgJz/qnXO2ia252NImLf+gpTa4DCfGr+1YTIJN4DiLIOKslls2PPsTXJaV1dXsFgssFgs2hJghejtAMoqcTgctG7dGvfu3UNoaGi1ZzRjs9jo6luFlQJLcoH8RMC5YbXOa0pPUgsAqDreacNhs+AirPweOVWRn7PuD8p/4nIQ4CKAm8gCHtdWo81y2jZt2iA4OBhZWVkaU27HxsYiKMgy5jygKkeTAMpqREdHw83NDe7uql7hgwYNQrdu3arc9G8Shi7VW4uENlzru8dt5dhsVqX9J6wVIQT3M+8jzD3M4GPs7Ozg5+en/v369es4ffo0hEIhPvjgA9jZ2dVApJQp0NsBlFX4448/cODAAWzevFmj6b+qCYCl3N/98fwznIrWPVb+VHQafjz/zOA6/Zzt4etkmiZeyjBt/J0gtreABacMUaj79VZGwSiQWFi9hYkuX1YtlCSRSDQW6aIsD00CKKtQ9kaiUCjw4oXuzm2VeZD5AAefHTT8AEmG/jJGauwhwkd7oypNBE5Fp+GjvVFo7CFSb9txLQ7RKXSCFmty7EEKrj037D59jSotBO7vNagoj8PDwKCB1TrdnDlzIBaL0atXLzg76+58SZkXTQIoqzBp0iR4eHhg8uTJaNSokVF1hLiGYHjj4YYfcGc7oCg16lz69GnhiXVjwrQmAmUJwLoxYejTwlO9/Z3OAWjhbYZbH5TR+od4oX2gBXwI2oiALh/V2un4fD5mz56N1157Tb0tNjYWGzZsoNMOWxiaBFAW6erVq9i4caPGtmnTpmncd6yqsh7MBuv2KcCtuQ5f2hKByhIAANbTS51SY7FY9WbIpS4SiQR79uxBVlYWvv32W3OHQ5VDX52Uxbl69SrOnTuHzMxM7Nlj+DSp1qh8IjB0w9+Y9fs9rQkAVTf99SAVt15Yz6yFhBDsiN4BhjBVOo7P56s7BwYHB9dEaJSRaBJAWZwOHTqA/f9L7DZr1qxKxzKEQamyZprwa0qfFp54K8QL9xLzMCDUmyYA9Ujflp5o5WcBt3jOLlGtd6EHi8XCG75vgM2q2kcHn8/HJ598gn79+mHw4MFGBknVBDpEkLII5ach5fP5eP/996FUKuHl5VWleu6k30GuNBe9G/TWX1hWBJRKAHgYEbHpnIpOw/GHqRjexhfHH6aidwsPmgjUExw2q9or/ZnEG58AfAEAid6igY6BRp+mQ4cO6n8rlUqsWrUKbm5ueO+994yuk6oeq2gJyMvLw6hRoyASieDt7Y1169ZpLbdnzx4IhUL1j0AgAIvFQmRkJADg4sWLYLPZGmVWrFhRi1dCafPw4UMsX75cY9Efd3f3KicAgGq1P4MSAED1psevvSF1iTnFiM3UfJMt3wdg9ahWlXYWpOqnmPRCFOtYUtlk+IKaP8crtm/fDplMhuTkZJw8ebLWz0+pWEUSMHPmTJSWliI5ORmnTp3CihUrcOLEiQrlxo0bB4lEov45cOAAHBwcNJaRdXd31yizcOHC2rwU6hVKpRKHDh0CIQRXrlyp/THFVWzWrA6ZkoFM8fJeqrZOgLpGDVD1z/MMCUrlVbv/bi1GjBgBLpcLW1vbai/1TRnP4pOAoqIi7N+/H8uXL4eDgwNCQkIwZcoUbN26Ve+xW7duxejRo2FvTydQsVQcDgdDhw4FAHTp0qVOzywW5CZUT+mraxQATQSoMm+FeMFJYObJiAxclEjBKHA01vAFhBwdHTF//nzMmTNHY7tMZtj5KNNgEUuZQq0S9+7dQ4cOHSCXy9Xb9u/fjy+++AJPnjyp9Ljs7Gx4e3vj4sWL6Ny5MwDV7YBevXrBxcUFNjY26Nu3L1auXFnpZBZr1qzBmjVr1L8XFhZqrFhXHQzDqDu/WSt6DcbbdjMFDV3s0K2RU6VlLj3PxX/ZJXi3o+5Ff6z9ebh9+zYAoH379maOpHqs/XkAKrmG0kLVbTOW/r4LckZe9cW4yikpKYFcLoe9vT24XOO6rNXZ56Ea2rZti6SkJK37LL5joEQiqTA1rFgsRmFhoc7j9uzZg6CgIHUCAKh6mkdFRSE4OBjJycmYNm0aJk6cWOnylxEREYiIiFD/7uvrCw8P03QiS09PN1ld5mLsNfzyyy9IS0vDzJkzjZpNLLM4E/ti9mFG2Az9hYtzgGs/AD0Xa91tyudBpmBw8G4S3u7gr7fs/EH6zznKwLjqwmsJgNVfQ20/D4QQ/PUwFQNCTbcypPZrqJ1ryszMxI4dOwAAPB7P6Fu1deHvoTavweLTJaFQiIKCAo1t+fn5EIlElRyhsm3bNrz77rsa2zw9PdGiRQuw2Wz4+fnhxx9/xPHjx1FcXGzyuCntoqKikJqaCkIItm/fblQdbvZumN5qumGF7Z2BN2un3wefy0aIjwUM96LqBSVD4Gwt6xYYwM3NDZ06dQKLxarw3k3VHItPApo0aQIWi4Xo6Gj1tqioKLRs2bLSY+7du4dHjx5hwoQJOutms9kghFjMojL1QVhYGAICAsDlcjF16lSj66nSOGWO8c2TVdWSJgFULeFy2Hitkau5wzCpPn36YNGiRRojgyQS/cMWKeNZ/O0AgUCAESNGYNGiRdi1axfi4+OxZcsWbNu2rdJjtm3bhn79+sHTU7PD1YULFxAYGIiAgACkp6dj1qxZ6N27NwSC2h8eU5/IZDJwOBz1PACTJk3SmBeAoigrRQgMWb9aplR19uNz9LdclH9fePbsGX777Tc0aNAAEydOND5OqlIW3xIAABs2bACPx4OXlxd69eqF+fPno1+/fgBUtwuuXLmiLiuTyfDbb79h8uTJFeq5d+8eunbtCoFAgLZt28LV1RW7du2qteuojyQSCVatWoUffvhBY7u1JgApeSXIKJSaOwyK0istXwq5soaHF55cAMj03069n3kfV5OvVrn6AwcOAADi4uKQkpJS5eMp/Sy+JQBQdQTcv3+/1n2vNhXx+XxkZWlfuvPVjn5Uzdu1axeUSiXy8/Nx/vx5hIeHG3zstZRraO/ZXn9vY4YBLiwHwj8z6FtJdaTml8Cez4W7yLZGz0NR1XUrLgehPo5o4FqDLZ19Vxr0N9fe07iRH++//z42btyI9u3bw9vbdB0gqZesIgmgrNf//vc/fPfdd3BxcalSAgCoxh0btFAJmw10mFrjCQAAtA2wgGVhKcoAg1rVwodmDf/NOTs747PPPtPYRm8lmhZNAqgaxefzMW/ePKP+aN/wfcPwwiLrHhJEUZR+MpkMq1evpusNmJBV9AmgrIdEIsGKFStw9uxZ9TaatVMUZQpbtmxRrzdw8eJFc4dTJ9AkgDKpDRs2QC6X4++//0ZcXJy5wzHKr1dfIKOAdv6j6q57Cbm4HptdcyeQFgDRf+otxhAG11KuGVztuHHjwGaz4eDggK5du1YjQKoMvR1AmdSgQYOwb98+eHp6okGDBqatvCgbsBECXBvT1vuKYa19ILavvbkFKKq2NXIXokSurLkTcG0ApwZ6izGEQbHc8MnaHB0dMXfu3Dq9xkhtoy0BlEkFBwdj1qxZeP/99w0qXywvxvZH2w2rPP4qkGWatRt0cRLwwaqFToYUZS4iW17NjnDh2gDeYfqLsbnoGdCzSlW/mgDs378fx44dq1Id1Es0CaCqbefOnRrDMp2cKl8U51X2PHv0DTRwGdHmgwHPkKqGR1FUHbV37148fvwYd+7cwd9//23ucKwSTQKoatm8eTNevHiBjRs3IjU11ag6PAWe+gtRFEW9omzlSRaLhYCAADNHY51onwCqWmxtVU2KbDYbLi4uZo7GcDuvx+HNpu6oO8uvUJRpXIvNgg2Xg7YBhrfomUtQUBBGjhwJHx+fCqvNUoahLQFUtUyYMAGdO3fGRx99BD7fej5SB7fyga8T7VxEUa9q4eWIhjU5y+DpzwG57tE3hBBcTLxo0OJuzZs310gAlEolMjMzqxtlvUGTAKrKkpKSNH7v3bs3hEKh6U7w7CzA1GDPZQCO9jza+Y+itHC058FJUIMJfff5AK9mOiVGRUWhqKgImzZtoqsPGogmAVSVPHnyBL/++itWr15dpeMKZYXYH6N9/YcKlDLV6mQURdU9fP2tDCwWC939ulc5UX/8+DEAgGEYREVFGRNdvUOTAKpK/vrrLwCqmQEVCoXBxwl4ArTzaGdY4WZvARzaXYWiqKoZO3YsOBwOwsPD0aVLF3OHYxVoEkBVyaxZsyASidCxY0dwuYZ/ULNZbAQ6BtZgZBVlSUrxOKWgVs9JUXXZ8wyJQffpzUkgENDZBKuAJgFUlfD5fERERKBvXwPH9puRXMlAUmp4awVFUbrd+C8bxbKa7a9jSiUlJfj2229x/fp1c4disWgSQOl14MABjQWBrIWXox06BNKlfynKVMZ3CoDApoZu1V1YCZTk6S2WK801uMp169ahuLgYp0+fRkZGRjWCq7toEkDpdP36dURHR+Pvv/9GZGSkaStPuUc7AFIUpfLaTMBOrLNIsbwYf/z7h8FVhoeHAwBcXFysah6T2kR7X1E6lR/616FDB4OOSSxIhJ+Dn/6CaQ8Bj5YAhy7WQ1H1no1IbxF7nj2mtZpmcJUdO3aEj48PfH19qxNZnUaTAEqnkJAQ+Pj4ICkpyeA/pLMJZzGh+QRw2XpeXm3eMUGEFEVRlXv1fSs2NhZBQUFmisby0NsBlFZK5cvOP87OzggNDTX42Hdbvqs/ATChjRefI7dIVmvnoyhKU3RKPi7HWPYsfUqlEhs3bsTu3btx4cIFc4djMWgSQFUQGRmJ5cuX48GDB+YOxSBjO/jX7AxnFEXpFOAiQFNP/c355lRSUqKeTvjatWtmjsZy0CSA0pCfn4+HDx+CEIIjR46YOxyDiO1pAkBR5iS04cLDoQamAmYY4MlRk3QgFgqFGDBgAAQCAWbPnm2C4OoGmgRQGhwdHdGpUyewWCyMGzfONJUyjGnqoSiqfmGxAI6N3mJn48/iWe4zveXatm2LuXPnmnatEytHOwZSFfTp0wc9e/YEh8MxTYX//Ar4dwI8Q0xTH0VR9QOLBTTprbdYmHsYHPgOVa7+3r17kMlk6NixozHR1Qk0CaAAqBbeaNq0qfqD35AEQMEocCruFPo06KO7YPv3VH/MFEVRNcDVzrXKx+zfv1+94FCTJk3g5ORk6rCsAr0dQCEuLg779+/HihUrkJiYaPBxXDYXbT3a6i9oogTg21NPUaqwnilLKaq+S8wpxrEHKeYOQysfHx/1v2NjY80YiXnRlgAKZ86cAaBafrOqa3Abk4Eba2rXINhwTXSLgqKoGufuYINWvmJzh6HVa6+9hoyMDHTs2BFeXl7mDsdsaBJAYcqUKdi7dy+4XC6Cg4PNHU6lHO3pzIIUZU1suBz4OdubO4xKDRkyxNwhmB29HUABAMaMGYMRI0aYOwyKoij9HuwH4q6atMqEhASsX79eY6K0+oAmAfWUUqnEyZMnTV9x0j+mr5OiKKq8lsOAgNd1Fvk351/sfbrXoOoSEhKwbds25ObmYtu2baaI0GrQJKCe+vXXX3Hz5k2sXLkSMpmJptxlGCDjsWnqoiiKqgybo7fDcROnJhjZZKRB1fn7+4PPV006JhAIqh2eNaF9Auqpsukz2Wy2+sWvy/mE87Dl2OI1n9cqL8Rmm2RRoLsJuQh0EdCpgCmqjkrLl8LehgMH25rr58NiscBhGd6RePLkySguLkZgYGCNxWSJaBJQT82fPx+//fYb+vXrZ1D5br7dwJDamflPrmBQ/UlCKYqyVM8yCuEqtIGDl+V09vXw8DB3CGZBk4B6isPhYMKECYaXZ3PAQe0Mz+vY0KVWzkNRlHl0bexm7hB0ysrKwrZt2zBw4EA0a9bM3OHUKNonoB6Jjo7GqVOnzB0GRVGU6RECKEqrXU3ZksPFxcXYv39/nR8tQJOAeiQyMhI3btzADz/8YO5QKIqiTCv5LvDoYLWr4XA4aNmyJQDAxcWlzicB9HZAPZGZmQny/8txmmR2LEYJKKTVr4eiKMoUfNuqftLTKy1yK/UWskqy8FbDt3RWNWzYMHTp0gXu7u6mjtLi0CSgnnBzc8P8+fNx7NgxDBs2rPoVEoYuCkRRlFVp59kOLBj2vlUfEgCA3g6oV/h8vkEJwIv8F9j37z7dhTg8g9b51kUqV+Kro3ReAYqiVO8H6889q9FzsFlssKr45UUikeD777/HrVu3aigq87KKJCAvLw+jRo2CSCSCt7c31q1bV2lZFosFgUAAoVAIoVBYYQjcgQMHEBQUBHt7e/To0QPx8fE1HL15PX78GP/8U7VZ/Bo4NEC/QMOGDlaHLY+D+f3qds9biqIMY8vj4O0O/uYOo4J169YhLy8Pp06dqpP9A6wiCZg5cyZKS0uRnJyMU6dOYcWKFThx4kSl5e/cuQOJRAKJRKJR7smTJ5g0aRJ++uknZGdnIzQ0FKNGjaqNSzCbyMhI/PXXX9i4caPBx7BYLIj4ohqM6iU+1ypeghRF1QI3UfVaF2tCWFgYAEAoFNbJJMDi+wQUFRVh//79uHPnDhwcHBASEoIpU6Zg69atBk90U2b37t3o27cvevfuDQD46quv4ObmhujoaLRo0aImwjerlJQU9YvWzc2yx+VSFEWZHPP/E5yxjf+yMWDAALRo0aLOziRo8UlATEwMGIZRD9kAVJlZZGRkpceEh4dDqVSiXbt2WLVqlfoD/tGjR2jfvr26nEgkQlBQEB49eqQ1CVizZg3WrFmj/r2wsBDpOnqeVgXDMCarqzIcDgfvv/8+SkpKYG9vb/Lz1cY11DR6DZbD2q+hLjwPde4a5MUAmwtwqjcFeU28f+pSm8+DxScBEokEjo6OGtvEYjEKCwu1lr948SI6d+6M0tJSfPPNN+jduzeePHkCBwcHSCQSiMVig+uKiIhARESE+ndfX1+TTS2Znp5uXdNUJt0BvFoBnJcvGau7Bi3oNVgOa7+GuvA81Mdr2PxgM8Y3Hw87rp3esjKZDLt27UKHDh0QEhJSnTB1qs3nweJvyAqFQhQUFGhsy8/Ph0ik/Z51t27dwOfzIRKJsGzZMnC5XFy7dk1dV35+vsF1WauMjAzExcWZttKsGKCaM/ozDF0RgKIoyzK40WCDEgAA+Oabb5CUlISjR4/WcFS1x+KTgCZNmoDFYiE6Olq9LSoqSuP2gC5sNls9SU7Lli0RFRWl3ieRSBAbG2twXdZi165d2LFjBzZs2GBQ+ctJl1EsL9ZdKOxt1bBAI+UXy/HNqadGH09RVP3DMARLjkTrL1gN7vaGzwfQoEEDAKpbrXWlk6DF3w4QCAQYMWIEFi1ahF27diE+Ph5btmzBtm3bKpSNjo5GaWkpQkNDIZPJsGrVKpSUlKBz584AgPHjx6N9+/Y4e/YsunTpgsWLFyM0NLROdQosKSmBRCIBAHXyow+PzYNNNcf86+Noz8P8vnQ4IEVRhmOzWRY1jHjs2LGIjo5GaGiouUMxGYtvCQCADRs2gMfjwcvLC7169cL8+fPVIwOEQiGuXLkCQNUMPnbsWDg6OsLf3x83btzAqVOn1P0AgoODsW3bNkydOhXOzs64d+8e9u3TMymOlbGzs8OHH34IV1dXg1cJ7OzdGRx2za8QWNVJOiiKomx5tbN6qSE4HE6dSgAAK2gJAFSd9/bv3691X9m3XgB488038fSp7ibnkSNHYuTIkSaNz9I4OztjxowZ5g6DoiiqzlIqlTh+/DjeeustcDiWk6hUlVW0BFCGKZ8QURRFUa9QyIALK6pdTX5+PpYvX467d+/i4MHqr1xoTlbREkDpd+HCBVy+fBnu7u743//+Bz6/euNioVRoDAekKIqyelw+0H6KziKZxZmw5drqnDXV0dERbDYbSqUSiYmJpo6yVtF3+Tri6tWrAFRLBle7aaogBbi7C+g+zwSRURRFWRCh7tlTn+Q8gbfAW+/U6QMGDEBOTg7Cw8NNGV2to7cD6ojx48dDKBSiXbt2epMAhjC6K3PwrnYCsORINBRKPeehKIqqovjsIhy8k1Rj9b/h+wYaOTXSWy4sLMzqEwCAJgF1RmBgID7++GO89dZbessuu7HM4OGDxlrwVjNwOfTlVZ8VygrxKOuRzjI/Rf2kc3+BrAA7o3eaMizKynmL7fBGE8tbC+XVieisBX2Xroe+6PxFjQ/Xs+Fab29ZyjSUjBL5pbrfGKeHTde5355rj7ca6k5sT8adRFZJVpXjo6wTj8O2qNUGb9y4gaVLl+L777+3ygmEaBJg5datW4cdO3agpKTE3KFQ9cyWh1sQXxBf6X6xrRiv+7xerXNw2Vy42rnqLNPUqSmEPGG1zkNRxpLL5WAYBoQQnD592tzhVBlNAqzYw4cPkZ+fj7i4OJ2rKlJUTXgv5D0EOASYOwwEOgbClmtb6f6nOU9xOelyLUZEWZX85God3rVrV4hEIoSGhqqXqbcmNAmwYlwuVz0UsK5PgETVvtX/rK7xviO1wV/kj+Yuzc0dBmWp7u0Cqvk6j4iIwNChQ61y0iA6RNCKBQcHIzg4GBKJpHrzAhTnAKn3gaA3TRccZTa/PPgFQeIg9PDvUWmZcwnnEJsXi6mhUyst817Ie3Viqmd7nj3sefbmDoOyVN3n69x97L9jaOXaCn4OfrUUUO2iLQF1gFBogvuhto5GHyopVeByTGb1Y6BMIkgchAVXFuBcwjmt+88lnMOCKwsQJA7SWY+jjfGvCWsSlx+HrY+2mjsMykiEEDxNK9Bf0EgdPTvCU+hpUNm7d+9i5cqVuHHjRo3FY2o0CbBCOTk5OHXqlME9Uf/N+RelytLKC9g7Az5tjI5HyRAIbKyvGayu6uHfAyu7rtSaCJQlACu7rkR0VrT+OSPqgQaODfBui3fNHQZVDdeeZ9fYrSs3ezfw2PqXUVcqlTh69ChkMhkuXLhQI7HUBJoEWKHIyEjcuHEDy5cvNygReJb3DEqm5oauONrx0DbAucbqp6pOWyJQPgHo4d8D44LHgc2ibwEAXeHSmrFYLEzuEmj255DD4SAgQNVR1sPDw6yxVAXtE2CFsrOzAQA2NjYGdUQZ0HBATYdEWaDyiUCvgF44E39GnQAAgIudi5kjtA4JBQngc/jwFBjWJEzVX2PHjgWHw7GqDoI0CbBC8+bNw/Xr103TF4Cq03r490CvgF44EnsEg4IG6ewsSGknkUtgw1jO5DSU5ar2wm1mQJMAK9W5c2dzh0BZuMhnkciV5uJM/BkMChqEM/FnEO4fThOBKqLDC+sRaQEQew5oMbTaVSUlJSE3NxchISEmCKzm0CSAouooB74Dvr71tfoWQLh/uEafAIqiXsEXAo7VHwr4008/ISMjAxwOx+KTANoryIr8+OOPWLZsGY4fP169iggBTi6s9gQZlOU6l3AOC68u1PjA1zVqgDJesbzY3CFQpsJmA77tKt0tV8qx7MYyvdW4uakWOFIqlcjKsux1LWgSYCVkMhmys7OhVCrx9OnT6lXGYqkmyDCyN222pBTfnqpmDFSNeXUUQHk0ETAtqUKKTQ82mTsM6hU19f7E4/CwsONCveUGDRqEhg0b4qOPPoKrq+61L8yNJgFWgsPhoHnz5mCz2ejbt6/OssXyYpyNP6u7QlsHo2NxEdogoldTo4+nTOd+5v0K22LzYrGy60p0dO6odXnTskQgNi+2NkKs02y5tohoG2HuMKhXvPt6YI3VbciwWj6fjwkTJsDR0fIn3KJ9AqwEh8Op0voAXgKvGowG4LDpuGpLkCJJgYe95pjkqaFTQQhBzz490a51O3zzzTcVjuvh34P2C6DqLFchHc1hKNoSUAfZ8+zRwrWFucOgakG/wH5goWJC9tdff+H8mfNwd3c3Q1QURQHAkydPsG7dOqxatcrcoVSKJgFW4MKFC7h37565w6CshEwmwwezPgAA+Pv7mzma+q1IXmTuECgzKlvuvaSkBImJieYORyuaBFiBK1eu4MiRI/jhhx/MHQplBdauW4sCUgA7sR38/OrmymfWoFBWiB3RO8wdBlUdf68HpBX71Rhq4MCBYLFYcHAwvg9WTaN9AixcTk6OemGMJk2amDkayhyK5cXgc/jgsvX/uaalpeHLr76E+zR3xK+Opy0BZiTii/BB2AfmDoOqjtBRgE3lH+CEEJ1rFtjZ2eGLL76oichMhrYEWDhnZ2d89tln6NKlC3r27Gl8RdmxwN/fG314iazmFiCidDuXcA7/5v5rUNm58+ZC0FIAvgcfHC4Hnp50vnuKMprIU+dQ6qU3lkLBKGoxINOjSYAV4HA46NGjR/UWpXAJAjrPNPrwny7FIq9YZvz5KaMNDBqIFi76O3revn0b+/7YB+cRzpBny+Hm5QY2m/6JU/Xb2cfpOB2dViN1f9H5C4Na6ABAIpHg7t27NRJHddDbAXVEZnEmnuY8RVffrpUXYhufRET0orciLBnDMHh/xvtw7usMvhsfRTFF8PX1NXdYFGV2PYLdzb7M8L59+/DkyRMAQKtWrSxqlUH6NcGCrVu3Dl9//TUuXbqkt6wN16bG5wagLNfu3bsR8yIGLm+plgeWZ8vRsEFDM0dFVeZCwgXklxrf4YwynLkTAABo0KCB+t8PHz40XyBa0JYAC6VUKtWzvUVHR6Nbt246yzvwHeDAt9weqFTNkUgkiPgkAk4jnMC2UeX1TA6DoM5BZo6MqoyrnStsubbmDoOqJR06dEBMTAy6d+9ucS10tCXAQpWUlMDDwwNsNhtvvvmmucOhakFcfpx6JEhVrFm3BowLA8eOL6coZeWx6MgACxbiFgIbDp3Vrj4ZP368xSUAAG0JsFhCoRDTpk0zdxhULbqZehPu9u6w59kbfMyLFy/w888/wy/CT6PZU54jp0kARZnS9Q1Aq7cBe2dzR2JSNAmgKAsxutnoKh9TWlqKho0b4r/V/8G1uytsgm0gaCZAcWYxTQIoypRaDgdsxdWqIiYmBhcvXoRIJMLbb79tmriqid4OsEAZGRlITU2tfkWSDODCSqMPzy+WVz8GqkY1a9YMV85fwbRp05B+Nh0pm1IQMzsGshIZnS2QorQw5pYbANWcAZUMuSWE4MvrX+qt4vDhw0hNTcWzZ8+Mi6EG0CTAAkVGRuKXX37BihUrqleR0B14Y67Rh2+8+BwMY+QfDFVrCCH48+ifAIDPP/sc/z79F4cPH7aKZUwpTWlFNTOenVJ5klqAHdfiTF4vi8XCF530zwwYHBwMALCxsYFSaRkTsNHbARYoKysLAAwaS3o56TLe8H2j8gIcntFxLHgr2Ohjqdrz6NEjJMcnAwBGjRqFoKAgBAXRkQHW6PDzw3gv5D1wqjGnB1W5YC8HBHvVzCgqQ4Yi9uvXD/369bOoeQJoEmCBPvroI5w5c0bvlK+EEMiVtMm+vjt85DAAoFFwIzRr1szM0VDV8X6r980dAlWDLOnDvwxNAiyQUCjE0KFD9ZZjsVjoEdCjFiKqgxil6kcpAxS1Ox1ydHY0XuTHYUDD/tWuixCCg4cPAgAmjBprumthc6o1wyRFUbqV3Q4wd2JAkwCq/mGUyL29DwWSYkiKiiAVCGr19AICNCMKxCfuqnZd0c8TkJqg6kT6egAP8ZeqXycAOAjt4dR+FE0EKMrElEol1q5di6KiIoSGhhr0ha8mWUUSkJeXh6lTp+LEiRMQiUT49NNP8dFHH1Uod+PGDSxevBj//PMPAKBTp05Yt24dGjduDAC4ePEiwsPDYW//chz2woULsXDhwlq5Dn2USiV++eUXNGnSBF27dgWfzzd3SHUTo0SBpBjnhMOQhxKLXutbn4PXVZ2R3AMb4kXLj/DCBHWyGTl6SCLhxChpEkBRr5JLgcd/Aq3GGHU4h8NBcXExAOC///4zYWDGsYokYObMmSgtLUVycjLi4+PRo0cPNG3aFP369dMol5ubi8mTJ2Pfvn2ws7PD559/jkGDBqkXbgAAd3d3pKVZZg/cBw8eICMjAxkZGXByckKbNm3MHVKdxrB5YNhKMGzrTLYIIbh5dh8AoGOvcVZ7HRRlVbg2gHP1Ot4GBgaioKAA7du3N1FQxrP4JKCoqAj79+/HnTt34ODggJCQEEyZMgVbt26tkAS8+vvHH3+MVatWITs7Gy4uLrUZtlEyMjLU/27VqpXxFd3aDISMAOycqnyoQsmAy6EjR61BUswD5CarRgW07TXczNFQNeVG6g20dm9Npxm2FCwW4Ff5h/eFhAtws3dDS9eWlZaZMGFCTURmFItPAmJiYsAwDFq2fPmAhoWFITIyUu+xly5dgqenp0YCkJ2dDU9PT9jY2KBv375YuXIlnJ21TwO5Zs0arFmzRv17YWEh0tPTq3E1LzEMU6GusLAwhIWFgWEY9TBBo/j1BwpkQEHVYy2SKWHDZYPL1j/cRds1WAWlDJKiIhSgAITFQ0FBgbkjMsrff+0BALgENIDAxcdk18FmVI9PekY6wKm91gWrfC2VU1N/Dz7wQW5WLlio+dXwrPZvuhxDr6FEpgSXwwLPxF96gvnBYClZ1Xoca/N5sPgkQCKRVJj0RCwWo7CwUOdx//33H2bOnIn169ertzVr1gxRUVEIDg5GcnIypk2bhokTJ+Lo0aNa64iIiEBERIT6d19fX3h4eFTjal5KT083uq5ieTHkjByONuadDKY612BWChmkAgEcHByQJ5FabZ8AG1seWGw22oaPNuk1sBkZhBDAw90D4NZeEmCVr6VyrPbvoZz6dA0MQ8A24MtOTcrNzUV8fDzCwsI0ttfm82DxSYBQKKzwDSc/Px8ikajSYxITE9GzZ0/MmzcPo0e/nI/d09NTPfbez88PP/74Ixo1aoTi4mKNzoKWLkmShISCBPQM6GnuUCg9Mosz8SL/BTp4ddC6ny/PR9f7EfDLOAc5V4j7jWbiUcOKC0exlaXo8mgevDOvwFaWDYmdL4IGzUGfCakolSvhIIlFl4fz4ZZ3FzKeA+42+Rj/+o9XH69vP0XVN+ZOALZs2YLk5GSwWKwKSUBtsvgkoEmTJmCxWIiOjkaLFi0AAFFRURq3B8pLSkpCeHg4pk6dqvEtXhs2mw1CiPFzSZvQ7t27kZCQgICAAIwbN05n2SZOTdDEqUktRUZVh5u9G8S2lffNeP3hfHAYGfb0eghhSSIGXB+OfEEjJHpoJnhsokCRjSf+6nwQhfYB8Mi5iX63xqKw4x+I5QShz+0JeO4zHCc6/g6Xgmj0vz4MBfaBSHV9HSxGoXM/RVG1z9vbG8nJySCEID8/32zTfFt8DzCBQIARI0Zg0aJFKCwsxKNHj7BlyxZMnjy5QtmUlBS8+eabGD9+PObPn19h/4ULFxAXp1qzPS0tDbNmzULv3r0hqOVx4tokJCRALpcjPj7e3KHUaxxlCcaca48Gqccq7Jt4Igg+mZeqXCePrT3X5iqK0DD1CG43Wwg5T4Rch+Z46j8eTRN/q1BWwRXgTrP5KBQ0AFgspLt0QppzB3jk3oZz8X8QFSciqvFHIGwussStEOf1lroecdFznfspiqp9b7zxBsLCwjBr1iyzrvNh8UkAAGzYsAE8Hg9eXl7o1asX5s+frx4JIBQKceXKFQDA5s2b8fz5c3z77bcQCoXqn4SEBADAvXv30LVrVwgEArRt2xaurq7Ytcs0k6tUl7+/P3g8HgICAswdSr3W8sVmlNi4Is5rQIV9+cJGcC6I1npcn5tjMfFEkNaf4Re7aT3GsSgWLMIg1+HlGg1Zji3hVPhUb5xcRRHc8u4jV9QMLBAAr7RmEQLngsfqf+vcT1GUcVIfGH2oUCjE4MGD4eRU9VFcpmTxtwMAVUfA/fv3a90nkUjU/168eDEWL15caT2vdvSzJOPH0/uzZkcYtHyxGbebqSaP4skLIJCmIU+kuvXCsLjgKku0HnqqY9W/VfMURZBxNTv0yXiO4CkklRzxMs7uUR8iUxyGJLc3IcnPQZGtF9rEfId7jefAJf8hAtOOo9jGHQCQJ2ykcz9lXQghyC/Nh7iaa9tTJpB0C/BoYdWTallFSwBloP8u/f+3PsoYTpIYCKRpSHDvBQBokvQHwmJWQcnIoWTk4MgyUch3Vv9e3Z8Sjg2gKNTYxpblopgrqPw4pQydH0SAJ03FqTYboSQKyFnAifbb4JJzA6NPh6Bd9GeI9huFPDsvKBk5FNC9v8IPkUNOlJAr5Qb/KBnLWBa1PsgsycSx/yrerqLMoP17lSYAiQWJSCxI1Hl4SUkJzp49i59//hkyWe2uYVLGKloC6jqlUmmaRSQkGaqJLIzw+Z+PsHRI5ZNb1Af2JalQsO0gtXEFAHinn8FJGzH+S4wEX16AM0o2ohVyyBIrzlHRMPkQhCXJWuuVcR3wtME7Fba/YGSQ2wUi5flmSG1Uc1mUZP2NF7aN8ELLOUAIfDPO40ZpOp77jAWTchoAUFpaiiwbG9zxHgN4q4o2SP0LpXxfpJarR9/+MiyiBFP6HI63Iw3+hmMvtMfAlgPpEri1wN3eHeOb05ZDU0nKLUZUYh4GhHqbtN5SZSnIq7fhXpGYmIi///4bgKrDe4cO2kcR1SSaBFiAFStWgGEYNGzYsHozSYWONPrQzwc0N/68dUQp3wlcpgSOhc8gKkmEnTQNLIaFjvmd0SzxIFhkJGykQwGploMdwgEHQCKXgMviwpZrq95lD6BTJdNaNCnNRZuYYsT4D4KNLA8t//sbz3ynwqOw4pLAQcmHICpyx8OGn8G52E69XSqVwhm5KOG7AGDDLT8KgamOuNNkLgIKVUNf7aWpOveXxyJKNCtxgIu0I8DR/xahIApcwiUwhAEHNAmgrIuLwAat/U1/X76RUyO9ZYKCXk4/nJuba/IYDEGTADNTKpVgGMagstHZ0XiU+Qijm43WX7iK+Fx6ZyjLMRT/+r2NoVf7IEfUDGfabwP73lx0fvo1JIJgPPcdDi54OusgShZYHI7ecmXifUaiSdI+vP54OZRsGyS690ShQ4j6D7PFf5uRLwxEprgt/LNvgmFx8frTlerjE9x74JlDF3jlPoRXzg2wiQKFdn54GjgN4Dqq69G3vzwW2OCBCx6LB7DoWwRVt9nxOfDh2+kvWAM4HA4+/vhjCIVCs5wfoEmARejQoQNevHiBjh076izXwqUFmjvTb+w1hsXGpbD1uBSmmmVSycjxn98Y3BCHG/yh7lTFzlpKjh2eBEysdH90wynqf18JXa29kFSKeK/+iPfqX2k9+vZTFGUe5kwAAJoEmB2Hw6mw8JEuLCPv+VMURVHUq2gSQFEURVFmIpPJsG3bNuTk5KB///4IDQ2t1fPTG8FmduvWLeTn55s7DMrClUCCvfgKX2EAvsEoXMNBvccUIR8rMBSbMLNK+w9hLd6z/Rr9kgdidNJo7Mq3jAm1KO1icmPwPPe5ucOovwgBjnxo9OEcDgdpaWmQyWS4d++eCQMzDG0JMLMTJ07gxIkTaN68OUaONLJ3PyFGDw2krMMxrIcCcnyKP5CHdGzDJ3CFL5qg8n4kJ/Ez3BAAJRRV2v86huFjaUd4N+mKDJKDuRlz4cP1Qbgg3KTXRJmGLccWbBb9Pmc2LBYw6IdKdxNCdN7G5XA4sLOzg0KhMMuKpvSVY0YZGRnqf5etbmiUa+uBLOO+CZyOToNCadjoBOolOUqxGuMRjSsV9i3DIDzHHZOdS4YSPMJl9MJk2EIATzREO7yFOzhZ6TEvcB/ZSEYb9K3yfncEwKZcR0g22EhWaJ8DgTI/fwd/+Ip8zR2G1cstkiE1X/uMoNXx3T/fQSLTPQvop59+ioULF2Lo0KEmP78+tCXAjNzd3TFlyhQ8efIErVu3Nr6i12cbfSiPywbHzEtqmgubkYPNyMBmtM/URYgcLKJU/bySL9/AQQghRgvSGfEFsWjg2EC9zxW+SMdzNEZYhTp34nPE45HW8znCHbPwc4Xt2UgAAQNP+ANQzcznhYZ4jCtgQQkWowCLvJyxTwE5jmE9RmIeUhELFghYMHw/iyixm3cKx5OXQkqk8OR4oregt9aYKaquSM2XIr9EDi9H0w4X/KT9Jyatz9RoEmBm3t7e8PbWP1PV6bjT6N3A9G/Ebza1rvnjGYap/tLPBBAKBQiX/AlJcRGE0L6KpJwoAVksmpY6glfuT4UBgx9s/sQoRQ8EK+/AjZONUtkT+BA3AICTjRIuyng0U/xToc4VGAxgsI7gKh4Ddjyc+CI0k77cJ2On4iKvBM1K/0GpQgabUr56XyT3Ejqx/PGmPBeXOAkQcWVoVvqPwfsBIMxmIGb6fIEYxXNcK7kGIVsIBtpbjBgwYIEFRslAiapPH1zWVKpUWvfUwwzD0Gt4BYvFUv9Yuubetd8UbwlYpNrvqPWHr68vkpKSTFJXeno6PDw8DC5/Nfkquvh0Mcm5TaWq11AdMplMvdyySfz/y17JKCud6paAoLi0GLawBQsv38QURIEsZTbcOW5gs9goYoohJ3KIOarlQLOUWbBnCWDPNs03CjlRIEeZAw/uy4RNykghIUVw5biAYRiw2ez/j02JXGUuXDguYLNYKGFKUExK4MJxNmi/JtU1SxgJGDBwYGt/kyQgkLKksOfbG/VmX1KiaoK1szPPhC2mYrLpv82oJq6BxWJBLBbD3d1d/TqtSbX5vmQq+fn52LBhAxQKBYYMGQIPDw+TXoOuzy7aEmBGx48fB5fLRatWrfQ+4ZaWANS2hIQEiEQiuLi4mPRbhUKhAJer/c+AIQzyivPgwDigXA6AYqYYXDkPjWxU04KmyFPAY/HgxnWDgihAZEAgPxBcLbPtpchTUMJov+/IZXERwK+4lDQhBLGyWPjz/MFnq77xZyuyISdyePI8wSgZsDmqN9cCZQG4Cq66o5g9EcAO9mCz2AjkBaKQKdS5X9tjm63IhozI4MXz0v4gEqCAXQCxvdioDmplo2PMuaa6Keh6LVmLmrgGuVyO9PR0xMfHIzAw0KR11xVCoVD9BScmJqZWkxjrfsVaudu3bwMAnj9/jg8++MDM0VguhmEgl8vh4uJi8jcohmEq/ebDIiyw2Wywwdb4cOSBB7ABJUsJOZFDyVKqmzyzldkQcUWw4dhordPPxs+oOB24DsghOfBieUFO5ChAAbx4XqpWDAJ1a4YjyxEirkh9XCFTiHxlPnx5vuCCC0e27v1KKCFhJBCxRWCBBSmRogAFcOG6VN5iQgjYbDY4HI5RSUDZt0Nr/xat67VkLWriGjgcDnx8fPDs2TONVivqJQ6HA7FYDA6Hg0aN9K85YEo0CbAA7u7WdV++tpXdsbKU+4o2LBs4sh0RL4sHn82HD88HKYoUxMpjIWAJ4MmtxkgPAo1WhzLuXHekK9IRK4sFi8WCC8cFAvbLvgxJ8iTYse1UzfzlOjGywQYLLHWrBPv//6tsPwhQwBQgQ5kBEFXrhDPHGU5s0y+wQpmeVCEFCyzYcLUnoeZS9rdbp+8+J9wEhG6Ac0OjDp89+2UH7/T0dFNFpRdNAsxo8eLFkEgkVv/tob5hsVjw5HnCEy8/7AN4FZvxq0IhVyA9PQ2EEPj6+lVIBDgsDrx5lXcg9eVpHyLmyHGEI6fyZvZX93NYHPjxjGutoMyPBevohFcn2TsDPO2djC0ZbZcxM6FQWL0OUbd/NeowhiF1Oiv/8fwznIpO01nmVHQaNl78r1bi2bFnB14Pf11nGYVCCaWSgUKpOXlPXHwceA48SKXa1jA23uRpk7Fw8UKT1mlu8+fPx6RJk2r1nEKhEDExMbV6zsrYcG3A5/D1F6RMz7UxINJ+L/9R1iM8yX5SywEZhiYB1s7buPkFnmVIsO3vONPGYkEae4jw0d6oShOBU9Fp+GhvFBq7G7eCV6myFAypOGTuwKEDeD38dYi9xPBu6I0eb/XAsRPH9NbH4XLUkz6abASEGU2dOhVNmzYFm83Gpk2bzB2OhoyMDIwdOxY+Pj5wcHBAu3btcPr0aaPrk0gkaNKkSbViWrJkCQICAuDg4AAfHx9ERERU+3Wwfft2dOrUqcJ5xowZU+W6Jk2aBBaLhadPn6q3yWQyTJs2DWKxGK6urliwYEGd+GIx/+ADk9fpaucKFzsXnWVu3ryJL7/8El9++WWtPo40CTATqVSKn3/+GSdOnKheRT5tjDqsqacIk7vU3Z66fVp4Yt2YMK2JQFkCsG5MGHo1N64/Buv//ytv/cb1mDlnJj6a+RESYxKR+CwRiz5dhMPHDuuvj8VSd3qsC0lAq1atsHHjRnTo0KFG6ieEGD2eXSKRoE2bNrh16xby8vKwcOFCDBs2DPHx8VWqR6HQPh2zMcaNG4dHjx6hoKAA9+/fx71797B27VqT1V8dFy9exIsXLyps/+qrr3D37l3ExMTg7t27iIyMtLiEzxgrh4WYvE5PgSfc7XW/15RfUrg255ugSYCZyOVypKWl4e7duzrLSRVSrLy5spaiqlu0JQLlE4A+LYzvwMfn8DXuvRYUFOCLpV9g/er1GDlsJEQiETgcDsK7h2Pzhs3qcp9/9Tk8AjwQ0DQAv/3xm3q7TCbDd99/h+59u6NxSGNMmDwBubm5Gufc88ceBAYHwivQC599+RkYhoFMJoNPkA9u/XNLXa60tBRu/m745+4/kEqlmDxtMjwCPODi64I2r7XB46ePNeIeOW4knLyd0Lpza0Q9iFLvS0tPw9hJY+ET5IPA4EB8teIrMAyjrv/2ndsa53R1ccWtW6o4ZsyYgR49esDW1rZKj+uOHTvQrFkziMVihIeHa3zz7N69OxYuXIju3btDIBDg1q1bePDgAdq3bw+RSIT+/ftXeMy0adiwIebOnQsfHx+w2WwMGzYM/v7++OcfLRM1lRMXFwcWi4Xt27cjMDBQvdpb+W/IkyZNwvvvv4+33noLIpEIHTp0wKNH2meILK9x48YQiV6O2mCz2Xj+XP9U4N9++y0aNWoEkUiE4OBgHDyoWljq4cOHmDZtGm7fvg2hUAihUIjDhw9jxYoVOHjwIIRCIRo0aKC3fplMhg8//BAbN26ssG/btm344osv4O7uDn9/f8ydOxdbt27VW6elM1efioYNG8LPzw+hoaG12k+MJgFmUvZCs7e311nOlmuLBR0X1EZIdVL5RODjffdNkgBoc/3mdUilUgwdVPnc33ej7sLD3QPJsclY9+06fPDRBygoKAAALFqyCI+eROPgnoO4eekGeHweZs2dpXH8qTOn8ODWA1w9dxX7Du7Djj07wOfzMXrEaOz+fbe63NHjR+Hj5YN2bdph52878ejxI/x7/19kJWZhz7Y9cHZ6OTHQ3gN7MXvmbGQlZuHNN97EnE/nAFANFRs6eiiCGgYhNjoWf5//G0eOH8HWnVthY2OD4UOG4/d9v6vrOXvqLNzc3Kr1zf/ixYv46KOPsH37dmRkZKBHjx7o378/SktL1WW2b9+OdevWqb/NDx48GEOHDkVOTg5mz56NXbuqvuJhSkoKnj9/jhYtWhhU/uTJk7h//z7u3NG+PsSuXbsQERGBnJwcDBo0CEOGDDGo1eCnn36CSCSCm5sb7t+/j+nTp+s9JjAwEJcuXUJ+fj6WLl2KCRMmICkpCSEhIdi0aRPat28PiUQCiUSCwYMHY+HChRg+fDgkEgni4uL01v/111+jb9++FR6b3NxcpKSkICwsTL0tLCzMoISH0s7Ozg6TJ0/G0KFDazURoUmAmQiFQixevBhz5swxdyh1Xp8WnngrxAsH7ybhrRAvkycAAJCdkw1XF1fweDzNHQTIVeYiS5EFdy939JvcDznIweCBg8FmsxHzPAaEEPyy9Rd8/dXXqrkQOFx8Nu8zHPzzoMaHx+cLPodIJEJQwyDMnDYTe/fvBQC8M+4d7Du4D5JSCZLkSfh5z8/oM6oPGMKAz+dDUijB05inIIQguGkwPD08/z80gl79esGjjQfilHEYPHow7t1XLWX6z91/kJiciP/N+x8SWYkocSnBe9Pfwx8H/gAAjBs9DvsO7lM3Wx7YdwBjx46t1mO4e/duTJo0CZ06dQKfz8eCBQtQUlKCq1evqsu88847CAsLA5vNxs2bN1FUVIT58+eDx+Ohd+/e6NOnT5XOKZVKMWrUKLz33nto1qyZQccsWbIEDg4OlXbo7devH3r27Akej4cFCxYgPz8fN27c0Fvv9OnTUVhYiMePH2PKlCnw8qpkcqZyRowYoW7RGDFiBJo2bYqbN28adB36PHv2DLt27cLixYsr7JNIVAviiMVi9TaxWAypVGrS2yRUzaNJAFXnnYpOw/GHqRjexhfHH6bqHTVgDBdnF2RlZ1W4n5+hzECuMhcObAf4evjCj+eHUlKKREUi7O3sUVRUhLS0NBQXF6PXgF5o/XprhHZqhXZd2oHFYiExKVFdl7+vv/rfAf4BSElJAQCEhYbBx8cHp06fQmlOKW5cvoGBIwYCAMaPGY8JYydg+uzp8G7ojWmzpqlbH6SMFK7urgjiB8GX64tSm1IUFRUBUI1IyMrKQtugtujcqDM6BnXE/E/mIy1D9dh1ea0LbG1tcf7ieeTn5+PMqTMYN35ctR7D5ORkjSZqNpsNf39/JCe/XMEwIODlUMyUlBT1B6C2/frIZDIMHz4cHh4eWL9+vcHH6TuHv//L56lsopzy16BPcHAwmjdvbtAEYjt37kRYWBjEYjHEYjEePnyIrKwsMISBkqnefeXp06dj5cqVGveqy5RtK5vtsezftra2Vj9rYrVVs1Nffn4+GKb2VnalSQBVp5XvA7B6VKtKOwtWV+eOnWFra4s/j/6p3iYjMuQqc+HF9VJP98tn8eHD9YGcyEGgerMQi8WwtbXFpSNHkfYgCtmPopATHYUndx/Dx9tHXV9CUsLLfycmaCw8NXHcROzduxd/HfwLXbt0hZunajEjLpeLBZ8swL3r93Dvxj08efoEq79fDYYwkBM57NmqKYNt2DYQsl6+2fv4+cDD2wOZiZnISsxCVmIWHsc/xsVrFwGobmeNGTkGe/7Yg8jDkQgJDUHDhsZNkqI+p4+PRhM1wzBITEyEj8/Lx6B8M6m3tzeSk5M13jATEl4+RrrIZDKMHDkSHA4He/furdIHl76m2vIxKJVKJCcna1yDIRQKBWJjY3WWiY+Px3vvvYf169cjOzsbeXl5CAkJASEEcqUcMi2rY1almfncuXOYOXMmPD091Uudd+3aFZs3b4aTkxO8vb0RFRWlLh8VFYWWLVsaXH+d9Ogg8N9Fow//5ptvsG7dOnUyXhtoEmAGmZmZKCwsxLp165Cammp8RUra7KaLtk6AukYNVIeDgwO++vwrzJ47Gwf/PAiJRIJCeSHuXruLj2Z/pFGWzWJDwBKokwA7WzuMHTUWn69YhuysDBRylbghScJfd44jnsQjThYHAJi/fD6isqPw+L/H+PGnHzF6xGh1nWNHj8XZC2exeetmTBg7Qb394uWLuP/wPpRKJYQCIWxsbMDhcCAjqg8IDutlByQb1stZ5jq17QRXF1d88c0XkEgkKFGU4MnzJ7h77a7GOQ8fO4ytO7di5JiRGtcok8kglUrBMAwUCgWkUqneHs/jxo3D9u3bcevWLcjlcnzzzTfg8/no0kX7uhmdO3eGnZ0dVq1aBblcjrNnz+LkyZM6zwGoOuWOGjUKpaWl2L9/f8VbONV08uRJnD9/Xn0NIpEIHTt21HnMTz/9hOzsbBBC8ODBA3z99dfo2bOnzmPKPijc3FQJ386dO9X35G24Ngj0DURycrJGnwoPDw/ExcUZ9E0zNTUVUVFR6h8AOHToEMaNU7X4TJo0CUuXLkVmZiYSExOxevVqTJ48WW+9dVrL4UDQm1p3EUK0DisuzxytKDQJMIMXL16AEIL8/PzqjQc9Pteow5Jyi3HlWabx57UCukYBlE8EzjzOqFK9hFQ+ydKsD2bh++++x5r1a+DTyActmrXAhlUbMLh/xaWDuSyuOgkAC1j6+VI0aRKMN0eMRkCT1pjYbwKeXHmCIG4QGvAbAACG9RmGoV2GokePHhg+dDgmjZ+krs/VxRW9wnshNT0VA/oPUG9PS0/DuEnj4OLrgqatmsLbyxsfz/5YtfzvK98Ky8/7z+FwsO+PfXjy/AmatG4C7wBvzH1vLnIyctRlmjdrjkZBjXA36i6GDBuiUVfv3r1hZ2eHK1eu4MMPP4SdnZ3eTntvvvkmVq9ejQkTJsDNzQ2nT5/GX3/9BRsb7VPg8ng8HD58GAcOHICTkxPWrl2LCRMmaC1b3rVr13D48GFcvnwZLi4u6t7ze/bs0XusIcaPH4/vvvsOTk5OOHToEA4dOqQ30Thx4gSaNWsGkUiEIUOGYOjQoVixYoXOY5o3b45PPvkEr7/+Ojw8PBAVFYXXXntNvT88PBxhYWHw8vKCWCxGUVERRo4cCR6PBxcXFwQFBemsv6wFoHxLgKurq7oz8+LFi9GqVSs0btwYYWFhGDx4MKZNm2bIQ2Txbr3I0V+oig49P4RHWbo7Tvbt2xfdu3fX22HclOhSwlVgqqWE79y5A0dHR+zduxcLFiyo9WmD84plyJLI0MjIiXLK1NaSnUqlEjExMWjSpInBj9WP55+hsYdIZyfAU9FpeJqSj9m9mmrdzxAGuUW5cGAc1B+YJfIScNlc8Dj6vz3mKfOQrcxGEL/im22qXNUCVLYyn0KhQHJyMnxFLHDYgJIBkgoI/AP89Tbhli3/OnfBXBQVF2H9uvX4T/YfGvMbV7qgj5SRIkGegCY2Lye5KVQWIkuZhUB+IEpJKeJl8fDmeUPAEkABBVLkKXDkOELMEWvURQhBAbsATgInoxYQysvLA6DZycwayeVyTJkyBZ6envj666/NHY5R5HK5yVtGAOP+ho1livelg3eSMLyt9qm4a4Op31vpUsIWpm3btkhPT8dnn32mt+zJFyfRN7CvSc8vtudDbF+3pxadGd5Yb5k+LTwR3kT3LF6vsuMZPsWzPdse6Yp0lDAlsGO/PI4hDIpIEVw5ruptXC4XtjY2KJLLAHsl0uxkIPbAc1nFseI+PB/YszW/KaSlp+G3P37DX4f+Mig2Pkv1/JcypbBhq75pl5JS9S0BGSMDj8WDkK1KFHngQcQRQcJIKiQBFFXXmDMBqG30doCFc7BxMHcIlJH4LD7EHDFSFakoYUpACIGMyJCiSAEHHDiwNZ9boVAEiRxwUHIQILGDINMejW0aV/h5NQFY9s0yNAtrhonjJqJVaCv1bQaCyu9BsllsiNgiZClVPclLmVLkMXnqxYRs2DZQEAWKmCKAAAqiQKGyUKPfgDGmTZumbn4v+/H19cWIESOqVe+r9uzZU+E8ZT+6rFixQusxhs4hUJmEhIRK47ly5Uqlx125cqXS4wztBKlLixYtNOp0cnKCUCjUeyuCqhklJSWIioqCTCartVkD6e2AKjDV7QCg9prSa5Il3w4wlK7mT223A6qMADlMDvKV+eoRAfZse3hxvV4u31t2PoZBUlISPAUAQ4BsKRs+vvq/kZTdDpATOf6TVVwQqamN6nZHukK1PKkHV/WcKYkS6Yp0FDFF6uWJnTgvlwwuVBYiW5kNOZGDxWJBxBbBjeNWocmf3g5Qqamm9NpEbweY140bN3Dq1CmMHTsWYrFY3emzuujtAAuzZ88edOzYEX/88QdmzZql/wDKerEAZ44znDmqWfpylbnIVea+7BRYDpvNhsDeHhJZMWy5AJtdtcSDx+KpP/C1KfvwL6NveWIRRwQRR1TpfoqiTKv81NF5eXkmSwJ0obcDzCAjI0M9OoCqX5w4TnDhuKCEKdG6XyAUokiuagkw5ls1RZWXWlSNIciUcR7sN/rQxo0bY+LEiRCJRNWed8NQ9F3GDBo0aAA2m23QtKBU3ePIcYQDR3tfD1sbW7DZbBTJCFhs+udJVY+7nXGrZFLVIHQ3etZAPp+PBg0agMVi1dqoMfouYwZDhw6FUCjEe++9Z3wlSXeAjKf6y1HWhaVqDZAqoDEdLkUZg8Ou3eHHFICG3YBK+hAdjT1ay8HoR99lrJW9M2DraNSh8w8+MHEw9UOJvAQKpuZnaRQKVD3YaUsARZnHrRc5OHjHNJ3Ay/MU6F+87OzZsygpKcGzZ89Mfn5t6LuMtXIOBByMu53w9fBQEwdjgS5/Czw5prvMk2NgX11jcJV8Dl9jmt2q2LFnB14Pf92gslweF7a2NuqWgLj4OPAceJBKpUaduzKTp03GwsULTVqnuc2fPx+TJk2q1XMKhULExMTU6jmpmtUuwAnD2lRtvQdDtPdsr7fM33//DblcjuvXr5v8/NpUOQk4f/481q5dixUrVmDLli2Ij4+vibjqtJUrV6KgoEDvNKpRGVE49OxQLUVVx7gFA5FTKk8EnhwDIqeAuOlfPpZANVVwWUe9sqmDtf3sj9yP18Nfh9hLDO+G3ujxVg8cPX4UZYMBdB1LpPkgsmIQQuDs4gKRSKQxTTEhRLVfmq95HHTUqeNHbzyG/mgZ6TB16lQ0bdoUbDYbmzZtMuIJrFkDBgyAh4cHHBwc0LRpU2zZssXouiQSCZo0aaK/oA5LlixBQEAAHBwc4OPjg4iIiAorUlbV9u3b0alTpwrnGTNmTJXrmjRpElgsFp4+fXkLUiaTYdq0aRCLxXB1dcWCBQuqNw26BWGzWcYPC66msvPW1jwBVR4iOHz4cDRt2hQ8Hg8ZGRl4//33MXz4cPzyyy9WP863tpT9cesbHRDmHoYw97BaiKgOCh4ADNusSgSGbVb9Xub/EwAM2wzSqPL151lggc1moxCFBp3y540/Y/U3q7Fq7Sr06NUD9vb2+PvK3zi47yA6vdYJSihRwC6ovAJeKSDNADiOAP/lpDwStmrt9gImEzKmVHUbqFw9DBij+g/IIYeMJdMdk4HYbDZYePmm2apVK4wePRqLFi2qdt3aEELAMIzRnadWrlyJpk2bgs/n4/HjxwgPD0doaCg6dOhgcB0KhcJkC76MGzcOH3/8MUQiEbKysjBy5EisXbsWn376qUnqr46LFy/ixYsXFbZ/9dVXuHv3LmJiYiCVStGrVy/4+/tj+vTpZoiy7vjiiy+Qnp6Od999t3ZOSKopLi6OjBw5krz99tvVrUqn3NxcMnLkSCIUComXlxdZu3ZtpWUvXrxIWrRoQezs7Ei7du1IVFSUxv4ffviBeHt7E4FAQIYNG0ZycnIMisHHx6c6l6D222+/kdjYWHLhwgWT1GcuaWlptXIehUJBHj9+TBQKRdUPfnyUkGWeqv9r+V0mk+k8nGEYomSUen9y83KJQCAgv/3+m9b9v279lXTs2JEsWLCAODs7E29vb7Jz1071/hJpCZk/fz5pEOBPXJzEZMyo4SQrO4soGSWJ/S+WACA/f/sF8fXxJq6urmT+/PlErpCTEmkJcXFxIddvXFfXVVxSTMRiMbl56yYpKi4i70x8hzg7OxMHBwcSGhpKHj56SJSMkrwz8R0ybdo0MmToECIUCklISAi5c/eOup7klGQyctRI4u7uTnx9fckXX3xB5Aq5uv4bN2+8jL+khDg5OZGbN29qPH7dunUjP/30k87HODc3l+Tm5hJCCNm+fTtp2rQpcXR0JG+++SZ58uSJRl0LFiwg3bp1I3Z2duTatWvk/v37pF27dkQoFJK33nqLTJ06lUycOLFqL5HHj4mHhwfZs2ePznIvXrwgAMi2bdtIgwYNSHBwMCGEEADkyZMnRCaTkYkTJ5KpU6eSfv36EaFQSNq3b08ePnxYpXgyMzNJeHg4mTJlit6yq1atIkFBQUQoFJJmzZqRAwcOEEIIefDgAbGxsSFsNpsIBAIiEAjIn3/+SXg8HuFyuUQgEJCAgIAK9b3691BaWkpatmxJHj16pL7OMt7e3uTo0aPq33/55RfSrl07rXFW62+4imrrfakmmfoadH12VTsJIISQ4uJi4uzsbIqqKjVu3DgyaNAgkp+fTx48eEDc3NzI8ePHK5TLysoijo6OZMeOHUQqlZLVq1cTf39/IpVKCSGEnD59mjg7O5M7d+6QgoICMnLkSDJq1CiDYjBVEkAIfaFWRbXfQMo++COnaSYERH8SYKgTJ04QDodTaX3btm0jXC6XrF+/nsjlcnLw4EEiEAhIfn4+IYSQiIgI0qdPH5Kenk6Ks1PIxFEDydjRIwghhLx4cp8AIMMGDyQFBQXk+fPnJDAwkPz666+EEEJmzJhBZsyYoT7Xvn37SIsWLQghhGzatIm0adOG5ObmEoZhyOPHj0lqaiohhJCJEycSR0dHcuXKFaJQKMjs2bNJ165dCSGEKJVK0r59e7Jw4UJSUlJCkpOTSVhYGPnll18IIYRMmTKFzJ49W33OyMhI0qRJkwrXXZUk4MKFC0QsFpPr16+T0tJSsmzZMtKwYUP13263bt2Il5cXuXfvHlEqlUQqlZIGDRqQ5cuXE5lMRk6dOkXs7OwMTgLGjh1LbG1tCQASFhamfi4qU5YEjB49muTn55Pi4mJCSMUkwM7Ojpw5c4bIZDKydOlSEhQURORyud54Nm7cSIRCIQFAXFxcyN27d/Ues3//fpKUlESUSiXZv38/sbOzI4mJiYQQ1WuuQ8cORKZ8+ZpcvHgxGT16dKX1vfr6/fLLL8ncuXM1rpMQQnJycggA9bkIIeTWrVvE1tZWa700Caia2kwCjG7Levr0Kb766it4enri6dOnaNZM/71VYxUVFWH//v24c+cOHBwcEBISgilTpmDr1q3o16+fRtnIyEg0atQI77zzDgBgzpw5WLt2Lc6ePYv+/ftj+/btePfdd9GmTRsAwPLly9G8eXPk5+fD0VF3b3upVIpjx/R0NqNMjsViwcvLC/n5+cYNm/PqAvtGb4F//zfIgkeg2KsL8P9T1ZpKQkICXFxc1Gu8v6q4uBheXl6YMGECJBIJwsPDwWazcefOHYSFhWHTpk04f/48+Hw+SgHM/XwF2rRpg/XZ2SiQqeqI+GQelEolXFxcMHXqVOzcuRPDhg3DqFGjMHToUCxevBg8Hg+//vorRo0ahby8PCgUCuTn5+P27dto27atem6KvLw8yGQyvPXWW2jZsiUKCwsxdOhQbNmyBXl5ebhz5w4SEhIwd+5cSKVS2Nvb4/3338euXbswcuRIDB48GJMnT8bnn38ODoeD7du3Y/jw4eopgMsoFAoUFxdX2K7N1q1b8fbbb6NZs2YoLi7G9OnT8eOPP+LkyZPo1q0bFAoFRo0ahQYNGqCgoAB///03JBIJpk2bhqKiInTo0AHh4eGQyWQGnW/Dhg1Yv349rl27hmvXrqG0tFTncQUFqtsmERERYBgGpaWlKC0tVe8rKiqCTCZDz5490a5dOxQVFWH69OlYt24dzpw5g86dO+uM5+2338bbb7+Nf//9F3v37oW9vb3e6+jZs6f6/D179kSjRo1w/vx5DBo0CMXFxWCUDIoKXr4mpVKpwY9PbGwsduzYgUuXLqnLFxQUIC8vD8nJyepyZfvYbDakUimysrIq3CZhGAYlJSU4efJknek3UDkCwPj+BISQWu2PYPToAG9vb7z22mt4+vQpUlJS8Pvvv5syLg0xMTFgGAYtW7ZUbwsLC8OjRxXXZn706BHCwsLUv7NYLISGhqrLvrq/cePG4PP5Gh1eyqxZswa+vr7qH8o68Z6fAu/ZX5AFjwDv2V/gPT9l8nM4OzsjOztbZ2euV+czt7OzQ1FREbKyslBcXIzevXsjICAAAQEBeP3118Fms5Genq4uX/416Ofnh9RU1WxwoaGh8Pb2xunTp5GVlYVLly5h1KhRAIDRo0djzJgx+Oijj9C4cWN89NFH6g8zAHB3fzmZTFk8gCqpycrKQoMGDdQxffrpp8jMzAQAvPbaa7CxscGlS5eQn5+P06dPq89prJSUFPj7+6t/Z7PZ8PX1VV9n2XWXSUtLg5eXl0ZiWH6/ITgcDrp27YqkpCRs3brVoGP0naP888ThcODl5aVxDfo0bdoUTZs2xdy5c/WW3bt3L7p27ap+jh4/fozs7GyDz6XLxx9/jC+++ELroktl28q/lgoKCmBra2uyfhLWq3of4LXdIbHKz9aff/6JIUOGwMHBATNnzsTMmTPVCx5cvXq1JmKERCKp8C1dLBajsLBihy2JRAInJ6dKy0okkgodGCurKyIiAhEREerffX19MWDAgArlqmrZsmUYPXo0Ll68iClTphhXyZXVQIuhgHPVp5Y8+SgNfVvqH6+qT20vIOTo6Fj1jmBPjgGnPgKGbwE/eADw5BgEkVMAgaqzYFUWTGEIU+lUvr1794atrS0uXLig9cPQ3t4eHA5H47XHYrEgFAoRFBQEOzs73L9/Hw0aNFDtLMkD8uIBWwHinkUDUL3JBgQEAACys7Ph5+cHsVgMuVyO9957DwcPHkRWVha6d++u0TK3bNkyLFu2DKmpqRg5ciQ2b96MpUuXgs/nw9bWVh2Tg4NqFkOxWIzg4GD4+voiLi6u0sdj/Pjx+PPPP5Gbm4vWrVtrJNdluFwu7O3tdXYaLvsm2aBBA6Snp6vLMgyDlJQUNG7cGGKxGFwuFwKBQL2/cePGSEtLg4ODgzoRSE9Ph4ODQ5U7KbPZbKSkpBgUp5OTE2xtbTX2OTg4QCAQgM/na1yDUqlEWloamjRpUqWYbGxskJCQoPOY+Ph4zJo1C2fPnsXrr78ODoeD1q1bw87ODmKxGAKBoMJrzs7ODnw+v9J6y/89XLp0CU+fPsW8efPU+/v3748VK1ZgypQp8Pb2xosXL9C8eXMAqpaDli1baq1bqVTCzs4Offv2tYoFhEpkSmQUShHgIjBRVCpLri3BkteW6CyzfPlyjBo1CtevX1e3aNekKrcEzJ07F6+//jp27dqlzjgbNGig9Vu5qQiFQo2ME1D1rC+/2EL5sq/2ui9fVt/+2sAwquVdZTKZ8ZV0/dioBAAAbLj1ZHqIcqMA1KMDyo8a0DePwCvSi9Mr3efg4IDly5dj5syZOHDgACQSCZRKJS5duqQ30WOz2Xj//fcxZ84c1TfGkjxkPL+Hw1eiAacAwEH1zfLLLz5DYWEh/vvvP3z//fd4++231XWMGzcOZ86cwaZNmzTGyV+4cAH379+HUqmEUCiEjY2NQW/C7du3h5ubG5YuXYqioiIwDINnz57h0qVL6jLjx4/HoUOHsGXLFowfP17jeJlMBqlUCoZhoFAoIJVK9Q55GjduHLZv345bt25BLpfjm2++AZ/PR5cuXbSW79y5M+zs7LBq1SrI5XKcPXsWJ0+e1HttsbGxOHLkCIqLi6FQKHDs2DHs27dP3bReXSdPnsT58+fV1yASidCxY0edx/z000/Izs4GIQQPHjzA119/rTeeslabskVmdu7cqfE+7OHhgeTkZPUti7JtcXFx6vcgXVJTUxEVFaX+AYBDhw5h3LhxAFTDBpcuXYrMzEwkJiZi9erVmDx5st56rUGhVI4HSaZf20VfAgAAixYtgoODQ60kAACqPjqgpKSEfP3118THx0fd85TNZpP//e9/xvda0EMikRA+n08ePXqk3rZo0SIyYsSICmVf7aHKMAzx8/Mjx44dI4SoOgOVdXQhhJBnz54RLpdL8vLy9MZhqo6Bx44dIy9evCB37tzRWS69KJ08z31uknPWBIvuGPjqqIBK9ssf/mmaIP/fH3/8QTp27Ejs7e2Jm5sb6d69Ozl27BjZtm0b6dixo0ZZDw8P9QgRqVRKFi9eTIIaBhKhwJ4ENQwkCxcuJIS87JC2udzogHnz5hGlUkkIedmZa9iwYcTR0ZGUlJSoz/Hbb7+Rpk2bEoFAQNzc3MiECROIRCIhhKg6Bs6bN09d9smTJ6T8W0JqaiqZMGEC8fLyIg4ODiQsLIz8/vvvGtfQunVrwuPxSFZWlsb2bt26Eahujqp/tm3bpvUxKz864NdffyVNmjQhjo6OpHv37iQ6Olqjzlc7Gd67d4+0bduWCAQCg0cHPHv2jHTu3JmIRCL1iImyTpa6lD0P5R9fQiofHSAQCLSOTtJm4MCBxNXVlQgEAhIYGEjmzZun7hCpy8KFC4mTkxNxcXEhc+bMIW+88Yb6MSotLSUDBgwgTk5OxNHRkUgkEpKVlUW6dOlCxGIxadiwYYX6dHWUxSujA0pLS8nUqVOJo6MjcXZ2JvPmzSMMw2g9lnYMrBqrGB3AMAyJjo4mp0+fJv/880+lT76pjB07lgwePJgUFBSQhw8fEg8PD52jA3bt2kVKS0vJ2rVriZ+fn8bogLKet4WFhWT06NEWOzogoSCB3M+4b7JzmppFJwGXVlWeAJR5fJQozn9dveBMqTiXkJQo1f+rsL/sjXvOnDlk6tSpNRlhjSifBFizsiSgfGJlbUw1WuZVNAmomtpMAgxqFz5//rz636dPn8bp06dx5swZJCUlgRCC7OxsnDlzBhcvXtR5D7E6NmzYAB6PBy8vL/Tq1Qvz589XjwwQCoW4cuUKAMDFxQV//vknvv76azg6OmLPnj04cuQIbGxUk6/06tULS5YsQf/+/eHp6QmZTGaRM5oBgJ/ID6Fu9WCK35rwxieaEwRpEzwATJcI3WVqk0IKiAMAO7H2/XZi1X5FxemD09LSsHv3bkybNq1GQ6Qoqmb98MMPkEgkuHXrVq2cz6COgbNmzVLfa3r//fcrLadUKpGVlYUPP/wQ33zzjWki/H9isRj792tfp1kikWj83r17d519FMo6NJqbRCLR2vOWqqdEBnTW1JIgLF26FGvWrMGMGTPQunVr08dlQtOmTcPu3bsrbO/UqRPOnj1rsvPs2bOn0veqV98vyluxYgVWrFhRYXtAQACio6ONjichIUHdge5VJ06cQNeuXbXuu3LlSoVh0GUeP36sMZrCGC1atNA69fvChQuxcGHdWlfCWuTk5IBhGMTGxlZpBktjsQgx7aDN9PR0BAcHIycnx5TVWgRfX18kJVV/ZamVK1dixIgRiIyM1Oh5a21qe3RAkyZNTN6zuCqjAyyVtV9DWa97a5923BKfh6ySLDjZOBm8pHBNXUNN/g2/qrbelyr14grg1xHg8o06fMWKFRg1ahTi4+PRo0cPk4Sk67PL5N3EPTw8cOTIEVNXW6eUDWeqrQUiKIqqnxxtHCsd1krVEGletQ5fuHAhRCKRyRIAfWrk1VHZkB5KpU+fPrCxscHQoUONryQvAUiruWGZFEVZPx6bZ7bV8Oqt4IFaWwGkCilup902Q0C60RTRDMLCwmBjY4Pg4GDjKyGM6scI687GIDW/xPhz11MKRoH8UtOPHaYoyrIcjkrGk9Tqr65ZHkMYyJTVmBumhtT3+R2tl1MDow/9qGf11j6vr9gsNmw4NvoLUhRl1cKbuYPHMe13ZHuePV73eV1nmZiYGBw4cACjRo2Cra2t3vVsTIG2BJiBRCKBQqHAvXv39JZdfG1xLUREGYLNYsOWa6u/IEVRVk1ky4Mtr2Y7MGqTkpICuVwOQgj4fOM6FlYVTQLM4PDhwyguLjaoA+WSzktqPiCqxm3fvh2dOnUy6ti4uDiwWCxIpRXnB6iOSZMmYf78+Sat09zmz5+vMW1ybRAKhYiJianVc1J1k4uLC2xtbcFisWBnZ1cr56RJgBlU5cmlnXqM88uDX3Au4ZzOMucSzmHLoy0mPe/+/fvRqVMnCIVCuLu7o3v37jh69KhJz2ENpk6diqZNm4LNZlvsZFwA8O+//8LW1hZjxowxug6JRIImTap3i23JkiUICAiAg4MDfHx8EBERoXNFSkNoSzyXLFli1LVOmjQJLBZLY7VVmUyGadOmQSwWw9XVFQsWLKgHywTXrJCQEMybN69W17KhSYAZdO/eHfb29vj444/NHUqdFSQOwoIrCypNBM4lnMOCKwsQ5BhksnN+//33mD59OiIiIpCamorU1FR8/vnn+PPPP012DmvRqlUrbNy4scYmOyGEmGSI7fTp042OUaFQVPv8ZcaNG4dHjx6hoKAA9+/fx71797B27dpq1SlnqpdElLl48SJevHhRYftXX32Fu3fvIiYmBnfv3kVkZKRFJ3yUdjQJMANnZ2dwuVw6W2AN6uHfAyu7rtSaCJQlACu7rsSbfm+a5HwFBQVYtGgRNmzYgFGjRkEkEoHD4aBHjx749ddf1eUWLVoEFxcX+Pj4YM+ePertMpkMCxcuRGBgIFxdXTF27Fjk5uZqnGP37t3w8/ODm5sbFi5cCIZhIJPJ4OXlpTHFaGlpKZycnPDPP/9AKpVi0qRJcHFxgaOjI1q1aoXHjx9rxD1s2DCIRCKEhoaqV4sDVFMRjx49Gh4eHvDz88OSJUvAMIy6/tu3b2uc09nZWR3HjBkz0KNHjwpL7uqzY8cONGvWDGKxGOHh4RrfPLt3746FCxeie/fuEAgEuHXrFh48eID27dtDJBKhf//+FR4zfefy8PBAeHi4QeXLbsts374dgYGBCA1VTeld/hvypEmT8P777+Ott96CSCRChw4dDFphtXHjxhrf/thsNp4/f673uG+//RaNGjWCSCRCcHAwDh48CAB4+PAhPvzgQ9y+fRtCoRBCoRCHDx/GihUrcPDgQQiFwpfLVusgk8nw4YcfYuPGjRX2bdu2DV988QXc3d3h7++PuXPnYuvWrXrrrNPirwP39ugvZ0lMukpBHVfbCwhZOoteQOj/nY0/S9rvbk/Oxp/V+rupFkw5ceIE4XA4lda3bds2wuVyyfr164lcLicHDx4kAoGA5OfnE0IIiYiIIH369CHp6emkuLiYTJw4kYwdO5YQ8nL1umHDhpGCggLy/PlzEhgYqF75bsaMGWTGjBnqc+3bt4+0aNGCEELIpk2bSJs2bUhubi5hGIY8fvyYpKamEkJUqwg6OjqSK1euEIVCQWbPnk26du1KCCFEqVSS9u3bk4ULF5KSkhKSnJxMwsLCyC+//EIIIWTKlClk9uzZ6nNGRkaSJk2aVLhubSv/vapsAaELFy4QsVhMrl+/TkpLS8myZctIw4YN1Yt/devWjXh5eZF79+4RpVJJpFIpadCgAVm+fDmRyWTk1KlTxM7OTu8qgoSoFhpr2LAhSUlJIYsXLyajR4/We0zZ8zB69GiSn59PiouLCSEVVxG0s7MjZ86cITKZjCxdupQEBQURuVyut/6NGzcSoVBIAKgXOdNn//79JCkpiSiVSrJ//35iZ2dHEhMTCSFE68qV+q711dfvl19+qV51FeVWEczJySEA1OcihJBbt24RW1tbrfXSBYQMs3btWvLll1+S2NhYk9Zb7QWEKNOTyWQ4ePAgHj58aHwlF1YC+clGHXr1WZbx57Ui5VsEFl1dpG4B6OFv/GxcCkZR4d5ndnY2XF1ddU656uPjgw8//BBcLhfDhg0Dm81GTEwMCCHYtGkT1q5dC3d3d9jZ2WHp0qXYv3+/RpP3kiVLIBKJEBQUhNmzZ+O3334DALzzzjvYu3ev+h7yzp07MXHiRAAAn89HYWEhnj59CkIIgoOD4en5co2CIUOGoEuXLuBwOHjnnXdw9+5dAMA///yDxMRELFu2DLa2tvD29kZERAR+//13AMD48eOxd+9edXx79uxRrzNvrN27d2PSpEno1KkT+Hw+FixYgJKSEly9elVd5p133kFYWBjYbDZu3ryJoqIizJ8/HzweD71790afPn0MOtcnn3yCWbNmwcvLq8pxLlmyBA4ODpX27enXrx969uwJHo+HBQsWID8/Hzdu3NBb7/Tp01FYWIjHjx9jypQpBsU2YsQI+Pj4gM1mY8SIEWjatClu3rxZ5WvS5tmzZ9i1axcWL644Qqls/YXyUz2LxWJIpVKT3iYxh2KZAjlFph/Pv+zGMr23aCQSCYhqdV+Tn78yNAkwE6lUikePHmm8wVXZmwsARx+jDs0ptrxJK2pKD/8e6BXQC0dij6BXQK9qJQAAkFeaByXRvB/t4uKCrKwsnZ25yn/4AoC9vT0kEgkyMzNRXFyMzp07QywWQywWIyQkBGw2G2lpaery5ReLCQgIQHKyKgFs3bo1fH198ddffyEzMxNnz57F+PHjAQATJkzAxIkTMXXqVLi7u2Pq1KkoKHg5CUr5mOzt7VFUVARA1fSdmZkJJycndUwzZsxAeno6AKBr166wtbXFuXPnkJ+fj7/++kt9TmMlJydrNFGz2Wz4+/urr7PsusukpKSoPwC17a/MlStXcO/ePaMXEdN3jvLPE4fDgY+Pj8Y16BMcHIzmzZvjgw8+0Ft2586dCAsLUz9HDx8+RFaWaRL86dOnY+XKlVpvW5Zty89/OXlWfn4+bG1tweVa9/QzSbkluPlftsnr/azTZ+Cxda/L0LRpUzg5OdXqY0iTADMp6/Wvr3NTiaIEMbmmH340qJW3yeu0VOcSzuFM/BkMChqEM/Fn9I4a0MfVzhVctuYf6WuvvQZbW1scOnSo6vW5usLOzg5RUVHIy8tT/0ilUvj4vEzyEhISNP5dft+7776LnTt34rfffkP37t3V3yK5XC4WLVqEBw8e4OHDh3j8+DG+/fZbvTH5+/vD19dXI56CggL1SnosFgtjx47F7t27ceDAAbRu3RoNGzas8rWX5+Pjo7EUOcMwSExM1LjO8qNlvL29kZycDIZ5OXNm+ceoMufOncPz58/h4+MDT09PfPfddzh8+DCaNm1qUJz6RuyUj0GpVCI5OVnjGgyhUCgQGxurs0x8fDzee+89rF+/HtnZ2cjLy0NISIj6W6S2OKsy2ujcuXOYOXMmPD091cli165dsXnzZjg5OcHb21ujD0lUVBRatmxpcP2WqomHCP1Cqt5CZAojR47ErFmzqtyXpjpoEmAmQqEQixcv1vttRM7I8SK/Ys9cyjDlOwEu77K80s6C1eXg4IDly5dj5syZOHDgACQSCZRKJS5duoQpU6boPJbNZuP999/HnDlzkJqaCgDIyMjA4cOHNcp9+eWXKCwsxH///Yfvv/8eb7/9tnrfuHHjcObMGWzatEljnPyFCxdw//59KJVKCIVC2NjYGLSKW/v27eHm5oalS5eiqKgIDMPg2bNnuHTpkrrM+PHjcejQIWzZsqVCK4BMJoNUKgXDMFAoFJBKpXoT3nHjxmH79u24desW5HI5vvnmG/D5/ErXIuncuTPs7OywatUqyOVynD17FidPntR7bXPnzsWzZ88QFRWFqKgoTJs2DX369MGVK1f0HmuIkydP4vz58+prEIlE6Nixo85jfvrpJ2RnZ4MQggcPHuDrr79Gz549dR5T1mrj5uYGQNUqUL4TooeHB5KTk1FaWqqxLS4uTiNxqkxqaqr6MSr7sD906JD6ts+kSZOwdOlSZGZmIjExEatXr8bkyZP11ktZGJP2PqjjaMdATZbeMfDVToDatpuqY2CZP/74g3Ts2JHY29sTNzc30r17d3Ls2DGtnbQ8PDzIhQsXCCGESKVSsnjxYhIUFESEQiEJCgoiCxcuJIS87JC2efNm4uvrS1xdXcm8efOIUqkkhLzszDVs2DDi6OhISkpK1Of47bffSNOmTYlAICBubm5kwoQJRCKREEJUHQPnzZunLvvkyRNS/i0hNTWVTJgwgXh5eREHBwcSFhZGfv/9d41raN26NeHxeCQrK0tje7du3QgAjZ9t27ZpfczKOgYSQsivv/5KmjRpQhwdHUn37t1JdHS0Rp2vdjK8d+8eadu2LREIBOStt94iU6dONahjYHlV7RhY/vElpGLHwKlTp5J+/foRgUBA2rVrR6KiovTWPXDgQOLq6koEAgEJDAwk8+bNU3eI1GXhwoXEycmJuLi4kDlz5pA33nhD/RiVlpaSAQMGECcnJ+Lo6EgkEgnJysoiXbp0IWKxmDRs2LBCfbr+HlCuY2BZ/VOnTiWOjo7E2dmZzJs3jzAMo/VY2jGwakx9Dbo+u1iE0NkdDKVrTeaqMvua1yZQW9dgzFrk5VsAtPUBKNu/rPMy9G7Y29Qh16qyNeAjIiJQVFSEn3/+2dwhVUleXh4AzU5m1kgul2PKlCnw9PTE119/be5wjFL2WjI1Y/6GjWWt761Xr17FuXOqFsr333+/Qh+i6tD12UVvB5gJwzDYuXMnvv/+e5NMekJpis2L1TkKoGzUQGy+7vuu1iItLQ27d+/GtGnTzB0KZWbJkmQ6c585SDKAzH+NPrzsViBQuzPF0iTATJRKJV68eIG8vDyDOjNRVTM1dKreUQA9/HvgvZbv1VJENWfp0qVo1KgR3n33XbRu3drc4eg0bdo09eQ1ZT++vr4YMWKESc+zZ8+eCucp+9FlxYoVWo9p0aJFteJJSEioNB5dfRGuXLlS6XGVvW/4CH0M/hBp0aKFRp1OTk4QCoVYsWKFUddZr8mKgBLDJ6t6VefOnRESEoLAwEATBqUfvR1QBaa8HZCWloaff/4ZbDYbAwcORFhYmHEVJd1RLSsscDFJXFVhybcDDFVTzZ+1ydqvoS7dDrDm5wGgtwNqyvWU6+jo1RFslmHfu019Dbo+u6x7QKcVY7FYWifhqDJGDhDjbics/+sxZr7ZGI721v3GZS6FskIQQuBg42DuUCiKMoG/HqTC18kOrfzEJq03vzTf4ASgttEkwNr5G7c8LQAs6t/chIHUHEtdSVHIE1psbBRlSYiOuQssSXgzd9REiH0D++otc/fuXQQHB9faEsJlLDM1oTQQQrDk2hJzh2E2LBYLLBar2kurmpqlv6FRlKWQSqXgcDgasztaIjs+B7a8mr1doU1WVhaOHj2KVatW4fr167V6btoSYEa3bt3C5cuXoVQqMW/evErLsVgsfNH5i1qMzLKwWCyIxWKkp6fDx8fwTk+GYBjG6kdnWPs1lE1cY83XAFj/8wCY/hoIIZBKpUhOToa7u7vJ6q1ryq/s2bhx41p9HdEkwIzS09PVs37JZDLw+fxKy1rq/aTa4u7ujvj4eDx79syk9SqVyhrvqFTTrP0aSkpKAKDWm0FNzdqfB6BmroHD4cDd3R1OTk4mrbcuef311+Hn54dnz57B1dVVvUZHbaBJgBk1b94c9+/fh62tLSQSCZydnc0dksVis9kIDAwEwzAmHQOdkZFh9d9QrP0ayqb67dtX/31TS2bO5+Hn+z9jRNMRcLGt3ighU18Di8Wy+FsAloDD4SAwMLDWhwcCNAkwq6CgIHz22WfmDsOqmPoNhc1mW/23N2u/hrKkzpqvATDv8zA1bGqFRa2MYe2vJbM5+yXQ6QNA6GbuSKqMpmh1BZ3uwezolBuUuZgiAaCqoefiaiUAu3fvxpUrV9S3xmoTTQLqAmk+cNq4FoUSmRJ/PUjVX5DS6UHmA0Q+izR3GBRFGUGmYPAgKc/k9T7PfY4d0Tt0lsnKykJsbCzOnz+Py5cvmzwGfWj6aGbnz5/H33//DYZhjJ88yNYR6LPcqEP5XDbcHWyMOy+lFuoWitD/a+++45sq9weOf07SpE33oKVAKaNsCiIbAUFAhgxlynLABce9KoqT4cXLZQgKOH8qoly3IkMBQVAEBRWUUQvIqGW0QBfd6cg8vz9qA6HpymjS9nn7ysvmjOd8Dxnnm+c8I7yzu8MQBMEOOqOJS9lFdI4Kdmq5rUJa0SqkVYXbnDt3zvJ3z549nXr8qhBJgJupVCpLF6nk5GSaNm1a7rbncs7hpfAiOjDaacdXKiR6NBcNEgVBqL8CfFTc0amRW47ds2dPevbsSUpKilt6UIjbAW7WvXt3/P39adOmTaWTm8h//ycIgiDULY0auScJETUBbqbRaHjyySertG1McIyLoxEEoTYwmU0YZSPeSnErT3CMqAkQBEGoZS7mX2RLwhZ3hyE4KCsrixUrVvDee++RnW3/NMSOEEmAhzCZTJw8edLdYQiCUAu0DGrJ5HaT3R2GcPEXSD9l9+6//fYbxcXFXLp0yW1djMXtAA8QFxfH119/DUBgYGCFjQOF2iG1IBUvhRcNNA3cHYogCK4SFAVe9g93rVarUSqVyLLsthFjRRLgAdq2bWv5+/Dhw/YnAdkXIfkQdJ5U7V3NZpkruUVEhfjad2zBSkpBCr5eviIJEAQPZjaX/PpWKOyclCzYdk8to9nIhjMbmNp+aoW7Dxo0iEGDBtl3bCcRtwM8gEajITY2lgkTJjB27Fj7C/KPgOb97dpVBr6Ou2L/sQUrN0fcTNvQtpVvKAiC21zKLuLtnxJdUnbvRr1dUq6ziZoADzF+/Pgqb2s0G5FlGZVSZb1CpSl52EGpkPjXbRUPaiEIglCXRIf58s+Bzv/e81J40TK4pdPLdYVaURPw/PPPEx4eTlBQELNmzUKn09ncLj09nalTp9KkSRMCAwPp3r07u3fvttpGkiT8/Pzw9/fH39+fESNG1MQpONXO8zs5k33G3WEIgiAIdnr33XdZvHgxr7/+ulvj8PgkYN26dXzyySccOnSIc+fOcfr0af7973/b3Far1dK1a1d+++03cnJymD9/PuPGjePixYtW2x05cgStVotWq2Xnzp01cRpVkpiYyEcffcSBAwcq3G50zGhiG8TWUFSCILjbl2e/JCkvyd1hCE6Unp6OLMtotVq3xuHxScD69euZO3cuLVu2JCwsjEWLFrF+/Xqb27Zs2ZKnnnqKJk2aoFAoGDduHNHR0Rw+fLiGo7bPp59+yrlz5/j111/dHYogCB5kWPNhNPFv4u4wBCfq3bs3wcHBtGvXzq1xSLKHz38aFBTEN998Q79+/QDIyMggIiKC1NRUGjZsWOG+V65coXnz5sTHx1v+oSVJolGjRphMJrp3787KlSvp2LGjzf1Xr17N6tWrLc/z8/M5e/asU87LbDajUFjnYFqt1rK8siGEPYGtc6htavIcZGQk7GyFXIHa/jr8/vvvAPTo0cPNkTimtr8OIM6h6gcxgkIJLvg8g/PPoVu3bly6dMnmOo9vGKjVagkODrY8L/07Pz+/wiSguLiYSZMmMWvWLKtMa9++ffTp0wedTseKFSsYOnQop06dIjAwsEwZc+fOZe7cuZbnUVFRlSYeVZWWllamLB8fHzQaDWq12inHcDVb51Db1OQ5vPz7yzzR7QmUCqVTy60LrwNQ68+hLrwO4hyqKH4DtBoCvq7p21+Tr4NbU74JEyYgSVK5DwB/f39yc3Mt+5T+HRAQUG65er2e8ePH07BhQ1577TWrdQMGDECtVhMQEMCSJUvw8vLil19+ccHZVV9QUJBzEgBZhr/2OLC7jMns0RVEtdJTPZ5yegIgCIIbdJ5kMwHQ6rUk5lTe5fDIkSMUFRW5IrJqc2sSsHHjRmRZLvcBEBsbS1xcnGWfuLg4wsPDy82S9Ho9EydORKlU8vnnn+PlVXFlh0KhcNtwjS4jSaDLs3v3L35P5uSV3Mo3FARBqIWW7zhFXrHB6eVqDVquaCseb0Wv17N9+3ZWrlzJli3un//B428H3H///axYsYI77riDoKAgFi9ezIwZM2xuazAYmDRpEjqdjq+//hqVyrof/cmTJ9HpdHTu3Bm9Xs/KlSspKiqiT58+NXEqVXL27Fm2b99OQUEB8+fPR6m085djR/sHHZrc0/YoWIIgCHXBM8PbobR3lMAKRPpFEukXWeE21zdU79y5s9NjqC6PbwEya9YsJk+eTI8ePWjRogWtW7dm8eLFlvUjRoxg2bJlAPzyyy98/fXX/PTTT4SFhVnGAvjkk0+Aa+MIBAUFER0dzcGDB9m1a5dVmwN3KygoID8/H7PZzKFDhyrc9rL2Mmvj19ZQZIIg1IT1J9ZX+mtScIwrEoCquuWWW5g9ezaxsbHExLh/eniP7x3gSaKiosptYVldFTX8WLp0KX5+ftxxxx20adOm3DJKX7rS9hM1TTQi8gy1/Ry2b98OwKhRo9wciWOc9TroTDq8ld5OiKj6avt7CcQ52FLRtcvjbwfURwsWLKjSdu66+AvOczLzJM0CmuGv9vwuoULNcFcCINRPIgkQBDfS6rUUGYtEEiAIns5kAJMe1H52F/HZZ5+Rm5vLrbfeSocOHZwYnP08vk1AfabVaklISHB3GIIL9WrUi3DfcHeHIQhCZXKSIO5Th4pISEggLS3NcgvME4iaAA/1zjvvkJqailKpZOHChfYXVJwHxTnlzntdGXe3OxAEQfAIYTElDxsyizIJ9Qmt8HvSZDLh7e1NcXGx24cKvp6oCfBQQUFBQMkbx6EJJrRpkH7K7t3f3X+O81cL7D++IAg25epyOZl50t1h1Buv7UkgPa/YJWV/dvozjLKxwm2USiXPPvssCxcuZOTIkS6Jwx6iJsBDDR06FIPBwJAhQxybR6BB65KHnR641f1dWAShLtKb9BToRYJdUx4aEINK6ZoazUdufqTK29o99ouLiCTAQ4WGhnLPPfdUeftdF3YR6RfJTeE3uTAqoaZkFGbQQNNA3Iapw8J9w0V7kBqk9nJfxXdRURFKpdIj54URSUAd0a9JPzReGneHITjJ7ou7GdFiBKE+rpmgRBCEmvPJJ59w+fJlgoODmTNnjrvDsSKSAA+XmJjIrl27CA8PZ+LEieVu56eyv9uK4HmmtZ/m7hAEQXCSlJQUAAoLC90cSVmiYaCH27BhAxkZGZw+fdrdoQiCINQvZjPoHb9wT5w4kbCwMHr27OmEoJxLJAEerlOnTgD4+PhgMpncHI0gCNW1NXErl/KdM9y4UMPyr8Dv6xwupl27djzyyCMMHjzYCUE5l7gd4OFGjBjB0KFDndOgRF9Q0mUwtKVdu8uyjFZnJMBHVfnGgiAA0LtRb9G2w01kWXascW1QFPR9zOaqPH0egepA+8v2EKImwMM5tUVpUTaknrB794R0LTuOpzgnFsEuV4uu8sXpL9wdhlANEb4ReCnE762aZjSZWfiV/d93lfn4z48pNFR8q+Do0aN88MEHZGVluSwOR4kkoBbR6/WOvZmCoqDDGLt3b9MwgLt72DfyoOAcYT5hDGw60N1hCILH81IqWDq2k8vK/2eXf+Kr8q1wmx9++IELFy7wxhtvuCwOR4n0tJZ46623SE9Px8/Pj6eeeqrCbX9M/hFvL296N+pdQ9EJNUWSJBr61e5pUgWhvlAoSn5nh4SEuDmS8okkoJYwm80AFBQUoNfrK7xF0COyh5iOVBBq0Oms0wSYA9wdhuBh5s6da+ke6KnE7YBaYuzYsQQHBzN9+vRK2wj4qnxRKjxraEqh5qyNX8uepD0VbrMnaQ9r49fWUER1X6A6EIUkvk6Fsho1akSjRo3cHUa5xLu2lmjcuDFz5swhJkaM5S/YllmUybvx7xITHMO8/fPKTQT2JO1h3v55xASL95KzNPZvLJKAuiI/FQyOTTSUm5tba7p0i9sBglBHhGnCmNZ+Gr4qX5b3X868/fNY3n85g6Ov9U0uTQBuXC4Iwt8uH4GQ5tCwo91FrF27lsLCQmJiYpg+fbrzYnMBkbrWMrm5uaxfv57XX3/d8cJObQdZtnt3g0kmNdc1U3MK9iltrTw4erAlESitERAJgGN0Jp27QxAqcS7DgWnXS7UbWW4CkJyXXOnuWq3WMjxwfn6+4/G4mEgCapktW7aQlJREVlYWV65ccawwLx8wVzwHdmXMDiQRgmtdnwgsOLBAJAAOeuePd8jT57k7DKEC+xOu4qpvJJ1Jx97kvZVu5+/vz4gRI/D19WXcuHEuisZ5RBJQy4wdOxYAtVpNQYGDc5G3HgJK+0f/UyklGgeLmQs92eDowdze7Ha2Jm6lXWg7ujfs7u6Qaq3Huj5WJ0aIq8vuu6U5rpp821vpzb0d763Stj179uTpp5+mYUPP784rkoBaJigoiGeeeYZ58+bRunXrSrfXm/QsPbi0BiITPNGepD18d/E7xsSM4c/MP/k99Xd3hyQIggcRDQNrIY2m6r++1Uo183vNd2E0gqe6sQ3AoOhBzNs/D0mSxC0BGy5rLyMh0di/sbtDEWqpV199lSZNmjB27FiUytrRTVvUBNRiJpOJXbt2VdoVxaEJNIRayVYjQFuNBa+XXZxd02F6lHx9Pvl6z2/IJXimuLg4cnJyOHnyJFu2bHF3OFUmkoBaKiMjgyVLlnDw4EF2797t7nAED1JRL4CKEoEP//wQs2yuyVA9SrvQdrQNbevuMISapk2Hs45/h5pMJsuv/zFj7J+jpaaJ2wG1VHh4OAqFArPZzJkzZxgxYoS7QwKcMHWn4LDEnMQKewGUJgKJOYlW28zpOqemQnSLv7L/Qq1UEx0oJsESruPlXTK5moO6detGt27dyMrKct7MrzVA1ATUYgMHDmTIkCE8/vjjjhdm1MOuBQ4V8dPZDHYcT3U8FsEhD3R+oNJ7/oOjB/NA5weqVe6uC7sqnTpVEGqKLMu8sPUksqPdlH2CoGEHm6v2JO2p9i2i0NBQx+KpYaImoBbr37+/8wrzUsNtjjUg7N+6gagFqMMa+jbEx8vH3WGU62TmSdqFtCt33oxWIa1qOCLBlSRJ4pnhbV36nRPmE4avV8XTBaekpHD27FkGDBjgsjhcSdQE1CF6vb7ybUx60grSbK9U+zl0fJEA1G1dIrpUOD7+4dTD/HL5F5cdv7JffOdzz1NsEiNY1ie+atf+ju0S0aXSydg2bNjAvn37WLZsmUtjcRWRBNQBe/bs4b///S+rV6+udNsr2iv8kfFHDUQl1DcdG3SkU3inCrd57ehr5a6r6FZDijaFt/94u8KyR7UchZ/KsURWEKorL69kFElf34prDDyVuB1QB1y8eBGz2YxOpyMpKYno6PIbPjUPak7zoOY1F5xQb2i8Kh+/Ymr7qeWuq6iWoZF/Ix7u8rBdcQmCK82fP58dO3bQrVs3d4diF1ETUAdMmTIFpVJJt27dKkwABMHdGmgalLvOk9sbCHWI2VzycBKlUsno0aNp3Lh2DjIlagLqAI1Gw8KFC90dhiAIgudLiYPUeOh2v0PFpKWl1Yq5ASojagKE8qXEO1zEmu/OYjKLmQYFQXDM8Uu5nLyS63hBTbqWmwBUtbthUlISb7/9NsuXLycpKcnxmNxIJAF1zLFjx1i6dCl791Y+5WWlkg+BueIhiSszrVc0SoXoNSAIgmPC/NWE+Lp2EJ6XD7+MVq+tdLuvvvoKKOmRVVsbBJYSSUAds23bNoxGIwcOHHC8sJ6zoZLuMZWJCBT3eQVBcFzjYI3Lpy5/usfT+Kv9K93uoYceolmzZjRr1owGDcpv51IbiCSgjunatSsAMTExlU4sBJBZlMl7x99zdViCIAh1hlqt5v777+f+++93dygOEw0D65hRo0YxdOjQKo9dHeoTysS2E10clSAIQu13/SRBdUWtqAl4/vnnCQ8PJygoiFmzZqHT6crdduDAgfj4+ODv7295XO/EiRP07t0bX19fOnTowA8//ODq8GtcdSavkCSJQHWgC6MRBEGoG1588UVefvllLl265O5QnMbjk4B169bxySefcOjQIc6dO8fp06f597//XeE+r7zyClqt1vIoZTAYGD16NGPGjCE7O5tFixYxduxY0tPTXX0abnH+/Hlefvllq38DQRCEeuXnV6E4z+Fidu/ejdFopKCggIMHDzohMM/g8UnA+vXrmTt3Li1btiQsLIxFixaxfv16u8rat28fhYWFPPfcc3h7e3P33XcTGxvLl19+6eSo3S83N5cPP/yQgoIC3nvPSff8ZblktkEHGE1mXt+T4Jx4BEGok5KzCjl0LtM5hXWaBD6O13b279+f8PBwlEolY8eOdUJgnkGSHZ6H0bWCgoL45ptv6NevHwAZGRlERESQmppqc6CGgQMHcvLkScxmMzExMTz//POMHj0agDVr1vDNN9/w/fffW7b/17/+hdls5q233ipT1urVq63G48/Pz+fs2bNOOS+z2YxC4docTKvVYjab8fLyck43FpO+pMugqqSFrr3nYDLLHtNtsCZeB1er7efw+++/A9CjRw83R+KY2v46gOecg1kGsyzjZcf3RFXPQUam2FhcpeGua5qzX4du3bqVewvD4xsGarVagoODLc9L/87Pz7eZBKxYsYL27dvj4+PD9u3bmTx5Mnv37qVnz55lyiot7+LFizaPPXfuXObOnWt5HhUV5bQRompitCkfHx90Oh0REREuKb8ujJglzsFz1PZzqAuvQ306B7Ns5lL+JRoGet751uTr4NaUb8KECUiSVO4DwN/fn9zca6NElf4dEBBgs8xevXoRGBiIWq1m3LhxTJgwgc2bN9ssq7S88sqq7YKCguxKAH6+/DM6U/mNLwVBEGo7haQgOrDyuVZefPFFXn311TrbtsqtScDGjRuRZbncB0BsbCxxcXGWfeLi4ggPD69ylqRQKKzKOn78OObrJo+Ii4sjNjbWeSflodLT06v8RvZSeGFycKRAQRCE2m7Xrl3odDpycnLYtm2bu8NxCfff/KnE/fffz5o1azh//jxZWVksXryYGTNm2Nw2JyeHnTt3UlRUhMlkYuvWrWzYsIExY8YAJe0FNBoNK1euRKfT8eWXX3L8+HEmTqzb/eS1Wi1vvfUWOTk5vP/++5Vu36tRL3xVtXsoTEEQBEf17t2bwMBAFAoFkyZNcnc4LuHxbQJmzZrFxYsX6dGjBwaDgQkTJrB48WLL+hEjRtC/f3/mz5+PwWBg0aJFnDp1CoVCQatWrfjwww/p27cvACqViq1btzJr1iz+85//0Lx5czZv3uyye+aewt/fn8DAQPLy8tBoPK8RDJRM3FF6C0gQBMEuf+0Bv3ZOKy4oKIgnnniiTg4SVMrjkwBJkliyZAlLliyxuX7nzp2Wv8PDw/ntt98qLK9Tp04cOnTIqTHWBjNnziQrK4sWLVo4t2CzGSSp5OGAZTtOMWdIG/y9Pf4tKQiCE332WxI9mofQKsIJbbMatIFixyu4b7zo19UEAGrB7QDBOYKCgpyfAAAc+wiuHHW4mOdGtBcJgCDUQ6NvakzLBpVP2lMlwU1Bsn1Z25O0B4PJUGkRJpOJF198kbfffrtK86/UdiIJqIe0Wi1r1qwhMTHR8cK63QdNujlcjKeMGyAIQs3y9/ZCUQOffx+lD16Kyn9ofPrppxiNRtLS0vjuu+9cHpe7iSSgnjGZTKxZs4a8vDw+++yzKmW6siwTlx7n+uAEQRBcpG+TvlVqdzRy5Eh8fHxQq9UMHz68BiJzL1H/Ws8olUpat27NmTNnCAoKqvJ+53LPcVP4TaLxniAIdVpoaCjPPvtsvbgVACIJqJcmT57M2bNnadOmTZW2lySJca3HuTgqQRAE99Hr9VYzsNblxoDXE0lAPVXVBMCdCvVG4i/l0rtlmFvjMJllTGbPnWLDYDKjN5or39AGk9mEWbZv3xspFZJdbTuMshGgSo22XE0hKVAq6seXf00zmWUuZhbQMtxJjQAPr4eWAyHU8QbPp0+f5osvvqBly5ZMnTq13iQAIJKAek+v17N27VqCg4OZPn26cwo16sFQAJoQh4qRZSg2uLdKzmSW2XLwDIUFnjtkaIG2AD//y9XezyybScg9iEnvnIuvSqWmbZNQFNW8ZZSQXTKrZOGhQqfE4Qhff19Gx44WiYAL5BYZOHwx23lJQPsxDn/HlCodWv7cuXPk5uYSGhrqlHJrA5EE1HNvvvkmeXl5ZGZmVusWQYXSTkDuJegwxqFi/Ly9GNjWvQM5mcwyhQVahoVkoPLQ5hB5qnwC7Zj/wmA2YtLmcKuxD0ocu+iZZPgzN4DuoU3xUlbvHyoip+Q17qTr5FAMjjLKRn7kR8yy2eF/D6GsUD81k7o3dV6BfuXXEG46u4k7W91Zpd4AANOnT+ejjz6ibdu29SoBAJEE1HsTJ07kvffew8/Pj6ZNnfQBbdK15FGHqCRQVfPiVlNUCjtjkyQUkoRa8kIlOfZVYDLLeOGFSlLhVc2aAK+/v4ZUksqhGAShVLvQdlVOAACio6NZsGCBCyPyXCIJqOeioqJ46KGH7Jq2sthUjNFsrNaHTRAEwdU6NuhY6TbZ2dlotVrn/fippcS3t1AmASgqKqrSHAMKSYGEZ/46FgRBqMjbb7+NXq+nR48e3HHHHe4Ox23EYEGChclk4v3332flypWcP3++0u3VCrVbGlAZTGbS84tr/LiCIFRNod7o3AL1BU4t7uzZs+j1egAuX65+o9q6RCQBgkVaWhrJyckAfP75526OpnyXsov4NTHT3WG4RZ5e5smfzfTaaGLQVyY+OlN+977LWpl//mii72YTA7aYmH/QTIGhbFfHQpPMS8fMvPendVm/pZl596SZJYfNbEp0TjfC8hRSyKKMRQxPGs64S+P4Mu/Lcre9ZLjEk2lPMjJpJJMuTeKb/G+s1i+/upzBFwczPGm45ZFmTHNp/MI1xQYTr+5JcF6BRh3sW+688ijpIj1hwgSCgoKYOXOmU8uubcTtAMGicePGxMbGcubMGWbNmuX8A/z8KvT+JygdawDWooEfLRr4OSmo2mXZERm9WWbPnQquFMDsvWYilEqGBZbd9j+/mwnzkdgzRkJnhrkHzLxxHJ7tan0LZ0+yTANNyYSQ1wtQSfRvDOfyZIqc/MPuRl9qvsRb9mZT1CZSjanMTZtLU1VTemt6W21nlI3MS5/HEL8hrIhYQaI+kblpc2miakIXny6W7SYFTuLBkAddG7Rgk49KybwR7Z1XoJc3DLU9i6wjOnbsSMeOlbcdqOtETYBgZfz48cyfP5/w8HDnF95+jMMJgKcpNsqM2Gbi++Syv7Bv2WTi11TnDTJUaJTZnSzzWCcF/iqJNsES42MkvrlkO5e/XAAjmkn4eEkEqSWGNJVIyLGOJ6VQJqsYutzQ20on61kRvIirwXH43lD8OPOTHJVPO+28dOiIU8UxK3gWfgo/YtQxjPIfxQ7tjjLbJhuSSTWlMj1oOl6SF22929LPt5/NbYW6L6Mwg7fi3qry9h999BG5ubkujKj2ETUBQoVOnjyJWq2mdevWjhfmhJG9PM0nCTKhPjCkadkGks0D4GyOTJ/Isuv+9ZOJYxm2y4z0hc0jyra1uJhfMoBS6+Br5bUNlth90XYuP72txI6LMt3DQWeG3UkyA5pc29dgkvk5BV5oJpFxwy3Xr9hHMAH0k25mH9ZVBFE05ByX6Eq7Msecf/U5TupO2IwnwiuC9Y3Xl1merkjHjJmW6paWZa3Urfip8Kcy28rIYCOvStRbz4i5TbuNbdptRCgjGB84npH+I23GJNRu4b7hzOpctVrL//3vf1y8eJFXXnmFGTNmEB0d7eLoageRBAjl+vbbbzl06BCSJDFnzpwqTTh0MOUgubpchjUfVgMRupdZlvn0rMyjnUourPl6mYwiaBlU8txLAcXlDHj45q3Vb1BZaAD/GypSAtRQWM4xekRIfHXOTJ/NMmYZbomEaa2vJQHvn5Zp4gcRGuskwCyb+Vrey/1SyWBPxVIR2apcoHHJeaFEj+1RBpc1eLHagwXpJB0a2bo3ir/CnyK5qMy20apowr3C+SD3A+4JuocEfQL7C/cTqrw2wMv4gPE8HPIw/gp/4nXxvJDxAv6SPwP8BlQrLqF2UCmqVrsoyyXZo1KppEmTJq4MqVYRtwOEcpn/vkksyzJnzpyp0j49I3syJHqIK8MqlyzLHL6QVWPHO5cH6UVwa+OSi97WCzJvnbz2MzVLB6Hezjuerwq0N9yb1xrA10Y+YTLLPLTPzK2NJX6boODX8QoiNBLPHSyJLylfZtsFme42BmRMIpVMculJLAAnNIc4Enytuj2HfIKp/giF5fGWvSmWrHt7FJgL0Ehlu6l6SV4sDV/Kcd1xxl8az5vZbzLcfzjhXtduX7XxbkOwMhgvyYuuPl25K+Au9hXuc1q8Qolig4m0vNrTS2fGjBn079+fhx56qF7NDVAZURMglOuOO+4gJyeHrl270q5d2apfWxSSAncNHWAwyVzOKaJ7DR0vvRB8lBDqU3LC+1NkWgSU/H2lQOZiPjZvBQA89KOJo+XcDmjsC1/dUfZLqllAyT/tX7kyrf6ubTidLdMyoGzL/TwDpBXB1DYS3koJbyXc3Qpm7i3Z9mhGSVuALxLg1FUzZpMCgxlWxZnp2ykHb0lFsFRyoU/0/hNfXUm2kCZncpl0m7cCAJ7LeIYT+uM21zX0asgHjT8oszzCHIGExHn9eVqoS24Z/aX/y/L3jVqoW7Cm4RrL8/9k/IcO6g42twVQoCi5jSA4VXJWIYkZBQyPjXReoXuXQd85oHZOw1+TyWR1wR80aJBTyq1LRBIgVGjq1KmuPYAsQ8of0LiLw0WpvRTc2aXmqvmCvEuq+8/lyaQUlCQFyDJFRplVcTJDoiDK33YS8PaA6v8S8fWSuL2pxGvxZpb3LukdsPmczLxYI2Bd5RDiLRHlB58nyMxqDwYZNibKtA0uWT88WqJXpILvL8OAcImzWfBHJkxtLXFF8kWHgYvmFFLJIl+Zg14lozXrWMtm+tKFSKmBzRhfDF9Z7dsB3njTxdCFdTnrWNBgAanGVL7RfsOzDZ61uX2iPpEmXk1QSAr2FOzhSPERHm/8uGX9DwU/0FvTGx/JhxO6E2zO38yc0DnVikmoXOuGAbRu6LwaIaCk95ATE4AVK1bg4+PDnDlzxK//cojbAUKVZWRksGzZMn777TfnFWrUQartX46ern0I3NVCYtp3Zt46Yeb1/gq0Bhj8tRkJeKGH8z9eC7pJeCngtq/NPLDPzD/aS/SJuNYo4KEfTbx7suTX/iv9FRxJlxn4tZmhW82kF8ks61USk4+XRAMfCY2XhL+qpKZAKYG/WqKVFM1Q+vCo+SVe0u6g6ekHyTUXM8k4n5QCicelaU4/r4lFE1FKSsZdGseT6U8yNWiqVffAp9Oe5qPcjwDYU7CHCZcnMCZ5DN9qv2VVw1UEKa+1V9mSv4WJlyZyR/IdrMpaxazgWQz2G+z0mAUX0ASXu+rA5QMYzVXvq/r5559jMBjIz89ny5YtTgiubpLk0tYSQqWioqK4dOmSU8pKS0uza7x+d/rvf/9raSfw5JNPUlBQUOvO4UaVvQ56o5nP9x5lVGiGx04glJeXR2CgjYECKmEwG/n64jEG5fdzygRC8QUB9GgbXe2agPj4eAA6d+7sUAyOMsgG9njvYWKviajs6MpaGz/TN/Lkc9ibtJdbo26tdJTS0nPQ6/W8/vrrGI1GnnrqqVpVE+Ds16Gia5eoCRCqbPDgkl9TLVq0wN+/enOC70naQ05xjguiEgShPrgt+rZqDVOuVqt58skna10CUNNEmwChym655RbatWtn13zbjf0ao1FVPimRq3x5OJnWDQPo0jTYbTEIQm20avcZHhvcGpXS838z/vnnn/j5WbcpEAlAxTz/VRU8yo0JwI4dOzCZyumofp32Ye3xVjqxv1w13XVzEzo3qXycA0EQrM3o28L5CcCPL4HBud0Lk5OT+fLLL9Hr9R4994mnEUmAYBeTyYRWq+X333/n//7v/1xzkCvHnFaUSqlAofDMe/qC4MlC/dTOL7TrPaDycWqRpbMCAq4Z9ryOEkmAYLfSNqX5+flVqg2oFrMZrsSVdCEUBKFuCSh/bIEr2ivY0149JiaGhx9+GLVabWm/JFROtAkQ7KJUKvH396dJkybMmDHD+ffdFAroPsO5ZXooWZb5+KzMhr9kUgshUA23N5V4tJOEn8q5tRcJOTIvx5n5Mwty9CYW9qz4y3bbeTMJuTKJoftIaXAAnXcWQZIv/bmZ+6Qx+ErO/TV3rPgYT6Q9gc915U4LmsY9QffY3H59zno+yv0ItXTt1+qKiBXc5HMTACnGFF7JeoWTupMoUdJT05MnQp/AV+Hr1LgF59mbvJdRLUcR5F357TuTyURWVpbll39ERARpaWLa6OoQSYBgN0mSykw5XFRUhEZT9QaAh1MP0z6sPX4q900N/OGvF7jzpiYE+bpnhsOVx2T2XpZZ2kvBTQ0gpQD+e9jMg/tk1g9WoHLibQwvBQxrKjG1tcQj+yvfvnekRHL0JrRSPM8a7+X3P5vTqWkW3wZ+wXz5dV5mLl6ScxPAEEUIW5pWvV/3AN8BLApfZHPdy5kvE6IMYVOTTehlPc9nPM97Oe/xaOijzgq3Tvj2RCo9W1S/wa8rTGtf9XEo1qxZQ0FBAXfffXeVRzUVrInbAYLT7Nixg5UrV/Lrr79WeR+TbMIslx32tibd1jaCQI178uGkfJlPE2RW9FHQLULCSyHRNEBiTT8FF/Nh50Xn3g5pESgxLkZBqyq2kdT7ZLBN2sdz0kzay61QSkoUheE8Lz3AZdLZy+9Ojc/ZUowpDPEbgrfCmwBlAAP8BnDOcM7dYXmcZmG+aFQuaEXvwtt58fHxFBSUzHy1a9culx2nrhM1AYJTFBUV8fvvJReE7777jp49e1bpFkGvRr1cHVqlmoa6r2r4YJpMhAZuamD9a99PJdG/scTPqTDGxhD631wws/RIyResLPsiSdZtMt64VUHXcMdrEOI4g58xmK+ON0Nvlgnxhs5hEr6SDz3kjhyRT3G71LvMft8VfMcrma+UW+7yiOV09rE9OFCuOZexyWNRSSp6anryQPADBCrLHwzpUNEhRiePJlgRzAj/EUwOnFwyhwUwMXAi3xd8T2fvzuhlPfsK9tFH06d6/wj1QPtGJf++ec4stCgbDqyB2xc7s1SLzp07k5KSQlxcHI888ohLjlEfiCRAcAqNRsPIkSPZsWMHU6dOdW3f3OMboUk3CLU9wUxtkqODiHLunjTwKZkgyJaRzRWMbF7yt70jBlZFLlqaeAUxr6vElQI4nSNTWmkSShCJJNvc73a/27nd7/ZqHy9aFc17jd6jmaoZV01XWZW1imWZy3gx4kWb2w/0Hcgo/1GEKcNI0Cfwn6v/QSkpuTvwbgC6eHdhp3YnI5NHYsZMD58ejA8cX+24BDtoQmDwC04v9vpJgYYNG8awYXV/2nJXErcDBKfp3r07CxYsoFWrVq49UHRvCKwb84EHe5dMR2zL1WII8XFvt8Yg/MkkFySJxv4SXhLsvVySmGSRS5ATpxQGCFOG0ULdAoWkIMIrgsdDHudQ0SGKzbb7lLdQtyDcKxyFpKCtd1umB01nX8E+oORW09PpT9Nb05tvo79lR9MdNFA2YMnVJU6NWaiAwvYlRpZljqVXvwvwu+++y0svveT83kj1mEgCBKe6vgYgJSWFJUuWcPToUeceJCgKvFzQd9mGt39MpEBX9UlLqqtXQ4m0QvjjqvUv/gKDzIEUmZ4RtvfbfsFMz40mem40MWSXr+Xv0seRdOfci+1CW66Swyn5PABmIFsHhXIxh/mTm6Q2Nvf7Tvsdw5OGl/v4o/iPKh1fkiTkv/+riuunDc4355NhymBcwDi8JW/8FH7cGXAnh4oOVamsuubdn86RVaCvfMMaICOTlJdUra6Ae/fu5cqVK+h0OtauXevC6OoXcTtAcJl169ZhNpvZtm0bbdq0qdZ8A6cyT5FRlMGtUbe6MMLK3X9Lc746kOuy8psFSExpLfHsr2aW9VbQOaykd8CSI2bCfOCOZjfUBMgyer2eUc29GdW8ZFF1bgfIsozeDPq/22KazGCUZWz1RCwyymTmNGBkyK28yPvcV3gvh9Ob0ykqiyXyBkII5DZ62DzO7f63c7t/9W8HHC0+SiOvRkQqI8kyZ/Fa1mv08OmBRmH7nsn+wv3c5H0TgcpAEvWJfJT7EXf43wFAsDKYxl6N+Sr/K6YFTcMoG9mm3UaMOqbacdUFY7s2IcRNPWBupJAU3Nnqzmrtc+utt3L06FEKCwu55x7bXUaF6hNJgOAygwYN4vvvv6dDhw7VnnCoeVBzwn3dP+qXjytaTN/gua4Sjf1g0W9mLheAwQy9G8K7AxVovKyvzh989DHHTxzn+QULCAqq/jDIVwpg+PZrvTE+OAOH02X+073k+fYLJetGNVcgAXFXoSBpAn7hobzR4BOKO2exRzJyM+1YLj2Kj+TcGpkEfQLLri4jz5xHgCKAnj49eTDkQcv6j3I/Ir44npcavgTA3oK9vJT5EjpZR5gyzNIwsNSS8CW8kf0GGy9tREKig3cH5ofNd2rMtUUDfxcN2312N7S41ekjAN5IqVTy+OOPo9frq9UNWaiYSAIEl+nbty+xsbF2Xaw0Xho0XnZ80HOSIbhp9fdzI0mSuK+dxH1/d3P+LMHM/07JGG+oKT1w4AC/HzmCMrgxr77+Os898wxqdfUuwk38JY5PLklsDGaZry9KDGp67a7gqObX/vbxkri3XWkScvvfD9gq/8hG+TtMOL9r592Bd1sa9dlyT9A9cN3b6d/h/66wvBh1DGsarnFWeIItKh9wQTdfk8nE//3f/xEeHs7kySWJnVKpFAmAk4k2AYJLXZ8AmEwmVq1axfbt211zMLMZ/vi8xoYa1hYbyHbBPdYprRU8HCtxLOPaeVy4cIHPPv8cn05D8e00lMxCE+veex/ZDWMsjJEGMF0ayUkSa/zYQvlkWSYps7DmD9ziVlA7v5vt+++/T1ZWFmfOnOH77793evlCCZEECDXm3XffRavVcuTIEX755RfnH0ChgAFPg1QzLeoL9SZyiw0uKfuulgpGNCv5eGrz83nj/95C3bIH6tCmSAolms4jOJ1wjq+3bnXJ8SszVOrDQKm7W44t2GYyy+w4keLuMKwcTDnIvuR9du171113AaBWq+nbt6/TYhKs1Yok4Pnnnyc8PJygoCBmzZqFTqezuV1SUhL+/v5WD4VCwWOPPWbZRpIk/Pz8LOtHjBhRU6dR75X25/X29qZXL/sHCcrX5zsrJIdEBPrQPMy1wx2bzSbeWrsWo28DfJrfbFkuqX1QNunIzh07uHLlsktjEGoHL6WChwZ4VqPHmyNupm9j+y7g4eHhPPzwwzzzzDPiFoALeXwSsG7dOj755BMOHTrEuXPnOH36NP/+t+37gNHR0Wi1WssjOTkZtVrNpEmTrLY7cuSIZZudO3fWxGkIQIsWLfjXv/7F3LlzHRpMaP2J9ehMthPBumbz5q9ITr2KT4dBSJTUcBiyUyg8vAXzpTjuvnsyjSIbuTlKoc7LOge66iff3kpvVMqq9Ui4cOECS5Ys4dSpU5ZlERERrh14TPD8JGD9+vXMnTuXli1bEhYWxqJFi1i/fn2V9v3000+Jjo6mX79+Lo5SqKoGDRpYNWbbsmULK1assJoLvDKPdX0Mb6UdLZ2Lsqu/jwOu5hc71D7h6NGj7N33I5rOw1F4qTFpsyj6YyeFx7YyqNfNrFi+jEGDBiGVMyCLUPdodUaKDW4YKOfqX1CQ4bLiTSYTH374ISaTiQ0bNlTr+0BwjMf3Djhx4gRdunSxPO/SpQsZGRmkpaXRsGHDCvddv349M2aUnY520KBBmEwmunfvzsqVK+nYsaPN/VevXs3q1astz/Pz8502TaXZbK71U146eg5Go5HY2FhiY2NJTk6udjfC6pFBpwVv6y+Xys7BYDJToC0gS5mPVzWvtQajiUyTfV9m6enprPvfh/h0HIxZ6U3xn/soTkmgR4/u3D57Gv7+ARQUGygoNiDLMpk51R/13SCbKCrWkVekRYljv7ZMMhTqFGTlZaKs5qyHRkoGY8rMzXQoBkeZMKH11ZKWnoZKUf3+9DXxmS42mPBSKPBSuqbdS7nnEHQTGAAXnt/999+PTqdDpVKRnW1/wi6+W6tHkqszZJMbKJVK/vjjD2JjYwEwGAyo1WoSEhIqHJ42Pj6erl27kpSUROPGjS3Lf/zxR/r06YNOp2PFihWsX7+eU6dOVWmwlaioKC5duuT4SUGVkhhP5+g5mEwm3njjDXJycpgxYwbR0dFOjK5qKjsHk1lmy8EzFBZonXrcwxeyCPVT0zK8bOKj1+lY9977FHqHICnVGFL/olXrVgy67TZCQ0PKbF+gLcDPv/ptE8yymYTcg5j0zmncqFKpadskFEU1G2Ym/JUAQOtWrZ0ShyN8/X0ZHTsapaL6SVF9/UwXGgo5knaE/lH9q3286+cBAMjOziYkpOx7vDrq6+tQkYquXW6tCZgwYQKbNm0qd70sy/j7+5Obe23EttK/AwIqHrN8/fr1DBs2zCoBABgwYABQ0uJ0yZIlfPTRR/zyyy8MHz7c3tMQ7KRUKpkzZ06ZD35RUZHdDYFkWUZyYu8ApUJibO+2mMzOzZXD/kzlyQ1/sGpSG27vEGlZLssy4ybezaHtW5HUPrTreBPvvbmabl27lVtWenoaERH2fWGYzDc7bSpnpUKqdi0AwDeZ3wAwstdIp8ThCIWksCsBqM9UShVeiupdSkp/AOTn5/PMdeNdOJoACNXn1iRg48aNlW4TGxtLXFycpYtIXFwc4eHhFWZJBoOBjz/+mLfeeqvS8hUKRbXGrxac7/oP/oULF/jggw+Ijo62eSunIgazgRW/rWBh74VOjc/ei1tFbmsXwd09mvLUl/G8MlnBsI4licBLL69ix9eb8G7Ykn8vXsq82XdXmtSolArU1b1XYeH+9gReUsnXUFUbkNVl6XnF/JWh5ZaYBjV/8LO7IbBTtXdTKVT0aVy96Zl3795NTk4OAB9++CGzZs2q9nEF53D/N0Al7r//ftasWcP58+fJyspi8eLFlV4ctm3bBsCYMWOslp88eZKjR49iNBopLCzkhRdeoKioiD59xPzinuKLL74ASrp7XrhwoVr7qhQqFvRaYN+B//q+xgYZAvBSKJjaqxmvTO7C45/HsetkKgAXcvQ0uvNptny3n/kPTHZqrYbg+XzUSvy93fTbzD8CqJn324gRI/D390ej0XDvvffWyDEF2zy+YeCsWbO4ePEiPXr0wGAwMGHCBBYvXmxZP2LECPr378/8+dfGA1+/fj3Tpk0rM6Rqeno6Dz/8MMnJyWg0Grp3786uXbsIDg6uqdMRKjF79mzeeust2rVrR/Pmzau9v10XTfnvRoM1eMFVeyloGxlA28gASyJwR6dG/CDdzPqlXSw1A0L9EuijonNUsHsO3riLSxv+HT9+nE6drtU0PP7446L7nwfw+IaBnkQ0DLRWU+eg1WpJSEjg5ptvrnzjavKU1+HJDX+w6eglxneNYtWkmyg2mLicU0SMjYaDN3LVOZhMJnJzcwkNDXV62dcrHUZ61KhRLj2Oq1XldTCYzKTlFRMV4vxhdp2hvHPQmXT8cvkXbou+za5y161bx+XLl+26zVddnvKZdkRNNgz0+NsBQv1mMpl4/fXX2bp1Kx9//LFDZRlMrhni11G7Tqay43gK47tGseN4CrtOppJdqCchzX0jI54+fZoGDRvQum1rjEaj2+Koawp0RvadcV1/+0rZ+RlQKVT4eNk3S6DJZCI9PR2A5ORkTCY3jHMglEskAYJHS05OtgwcUlRUZHc5RrORlw+/bN/OJtddBHedTOXxz+N4ZXIXVk26yXJrIP5SLsNj3TcSYHBwMLlZuWRdzWL//v1ui6OuCfZVM713M/ccXJZh57N2tX1RSIpqN/4rpVQqmT17Nn5+fsyZM0fcAvAwIgkQPFrz5s156KGHCA8PZ+bMmXaX46XwYl6vefbtfOjtkhHTnOz6BKC0DcCwjpFlGgvaUmwwse9MutNjKhUZGUmXHl0A2Li58l48QomcQj3xl3LcHYZtkgSjVru87YvJZGLdunVs2bLFsiw8PJynnnrKrmnFBdcSSYDg8Ro2bMg///lPq18Qr776KuvWrauZqsVbHoEG5Q9MZQ9bCUCpqiQCBpMZjcq1v6imTJgCwKYtm0Q32iqSZcgrqt+3T958800uX75MfHw8f/3l/ORZcC6RBAi1zo4dO8jJyeHy5ct89tln7g7HLglp+TYTgFKliUB57QICfFT0ahlW4THMDg5wNG7cOADSLqdx9OhRh8qqSypKiEL81PRr7YY+/k6QnJdMobHQ4XLuuOMOoGRANlc3KhUcJ5IAodbp3bs3KpUKSZLKzBBprx+SfqDIaGebA3P1R9x7ZFDrSrsBDusYySOD7B9Kd8FXx+3eFyAmJoZW7UtqQDZtLn9kz/pk98lUfjjtutswDju7C05tt2vXqIAoNF7VH6nTZDJx+vRpy/NWrVoxffp05s2bJ5KAWkAkAUKtExoayrPPPsujjz5qNRbEjh070GrtG+PfT+Vn38yEhmL49jm7julqy8d1rnB9VWoKJk+YDMDnGz93SkyerrLbHkM7RjK4vQd3P2s9FNrb19VSkiTLdNVVdfz4cZYuXcoXX3xBVlaWZXlMTIxdMQg1TyQBQq2kVCqthhs+ePAgv//+O6tWreLkyZPVLq9Xo14oJDs+DiofuGNl9ffzAG//lMjFzIIKtxk/bjwA58+e5+zZszURllv9d/spCnS1+J5+DY8wKcuyJXH69ttva/TYgnOIJECoE06dOmX5u1kzN3XBqmX+ObAVzcLKn30wq0BPcUAUkU1Lblts3ry5pkJzCa3OyKFzFU9X/O/RHfBz17C9VVWYVfk25TiYcpBcXW7lG1bg+sa4nTt3pnnz5vTo0YOpU6c6VK7gHiIJEOqEGTNmMHToUAYPHoy//7VR9pwxJ7dWr+Vq0VX7di7MguwLDsfgLmqVkknjStpdfLaxbCPME5dz0RudMwuho/5K11KoL/9XvAToTZ4Rq910+fD7Ort3D1BVPPtqRUwmE2+99RZLly61GrPjvvvuszQGFGofkQQIdUafPn3o16+f5fnJkyd5++23Wb16td1tBQDSCtM4cfWEfTvX4iQg1E9N1+gQJoyfAED8kXguX75stc3p1Hxkyr+PfiWniK1/XKnS8YoN5Xf3zCrQs/FIxUN2/5WuRVtBVb6ftxf9W4dXKRaP5R0AA56xe/eODToS5G1fX/0jR46Qnp6OLMu8//77dscgeBYPr/cSBPt9803JPPX5+fkOjScQExxDTLCdDZ0atHL6GAM17ZZbbiEoLIjczFxWrFiBGTMaXw0vvfgSE7pFVbhviK+abs2qNke8sYKGin7eSno0r7ic4bFi0iVX6tmzJ7/88gt6vZ4pU6a4OxzBSURNgFBnPfroo4SEhNChQwerkcocqRVwOrNnj6Ou0+nYsWMHDUIboPRT8t4n7/Hxjx/z4ccfVml/jVpJk+CqdTuraApdby9lhe0X6gxZhp329zbJ1eXyy+VfnBLKl19+ydKlSy3DdkPJZ+qZZ54RXf/qEJEECHWWRqPhscceY+LEiZZlSUlJrFq1ildffdVpyUB8RjyFBjsHWUn4Ds7sdEocrrB8+XLGTRpHXkweLZ9vScvVLYmYHkFmWiZmO8ZHECohSTBood27+3j5oFaqK9+wEkePHuXPP//EaDTy4YfXEj4x7n/dI5IAoV7ZsGEDADk5ORQUVNw9rqrSC9Pt614I0HY4tB3hlDhc4d5770WBgsBbAvGOLBlHQRWkwmQ0kZlZcUt7wU7elU8fXe6uSm+6R3Z3OISuXbvi4+ODUqmkV69eDpcneC6RBAj1yuzZswkMDKRZs2ZW83U7UiswpNkQu6dZrZSh2K23DFq2bMkj/3qE7C+zLf3BFd4KfPx9uHKlag3+hOvIMnxr50RWLmIymdiwYQPLly+3Wv7YY4+xcOFCOnXq5KbIhJogkgChXgkKCuKJJ57g/vvvtyzLyMhg1apVrFy50vMubJcPw2n7hoF1lucXPo/xkhHtH9cSJU2YhpSUFDdGVUtJEty2wKEi/vvrf506odPBgwc5deoUer3equufRlP9IYSF2kckAUK9V3qLoKioyCWzEi7+dbH9X9rN+0GHO50bUDUFBwezdPFSsjdmIxtLzsMr2MvzEiZPIMtQlF3xNg5U9wM81+s5JAdHBry+sV/fvn1RKpUolUpUKpVD5Qq1j0gChHpv5syZREZGEhkZSdOmTS3LDx8+7JTGg/N7zXf4S7tc2nQwFtu//08vVT7hzKntPNhBS5gmjKx9f49WF0CZMQMEQK+FQ++49BAqhf0X6lOnTrF8+XJWrrQe6vrxxx9n4cKFeHmJXuP1jUgChHpPo9Hw4IMP8uCDD1qWabVavvnmG1atWsWuXbscKt9L4cIvVpUvOFJ+eHvYPLv8RODUdtg8G1WjWF5b/Ro5W3MwFZiQA2UuXal48J56yTsABjo2odSXZ7/ELLum58XJkyfR6/WYTCZ++OEHy/LrR9kU6heRBAiCDQcOHLD8fX3tgLPJssybcW/aX4C3f+VJwNkKkpj2o2Dcu7YTgb8TAMa9C+1HMXLkSLp17Ubm9kxUISouJF+wP+7a6vxPEL/BpYeIDYt12j3/pKQkEhISLM/Hjh2LSqWiWbNmVqNrCvWXqPsRBBuGDx9OdHQ0R44coUOHDpblmzdvJisri8mTJzvl15MkSUxsM7HyDR1hMlS8/vpE4O8L/o0JQGmsb7zyBj169SD0ztC6eTvAZChJqsq7fdO8v8tn6msf1t4p5bz55ptcvXoVtVrNvHklPRKUSiXz5893SvlC3SBqAgShHB06dOCee+6xPDeZTBw/fpzLly/z5psO/Hq/QYRvhNPKsqmy+eWPb4QGra8lAlseLpMAlLrpppuYMnUKOT/kkJbq+ORMHufHFRU37HNCAvDWH285tXV/eUqTVL1eT26uYzMHCnWXSAIEoYq0Wi0+PiXjAfTv39+y3GQyubS73Au/vODai0bMIAhqWnLB73AX/PFpyf9LEwCTES4dtmz+4tIXoRAy0zNd0pvCZQqz4MgHFW8zaCH4unZI3LGtxjq9zL1797J06VLOnz9vWTZlyhSioqJ4/PHHrYbNFoTriSRAEKooKCiIZ599lgceeIBbbrnFsnz37t2sXbuWlStXWnW9cpZFfRa5rncBlFz01L4ltwD+/Apumlry/9I2AsZiyEmybN6oUSPmPTsP2Sxz9erfUyxfPurQPPdOcXIL5KeWv947AFrc6vIwcnUV/+qO9It06utZVFTETz/9hNFoZPPmzZblarWaf/zjHyIBECokkgBBqKZGjRpZPT969ChQMtmOWu34uO03quyCoTfrydPnOXaQ69sAjH3LurGgtz/EjrPa/OmnnmbgwIHXYjMUVjyyoVEH3zxVcQwVVcPnpcAPSyvev9FNJRf68ihVENqi4jIcZDAZ+OBkJbUNDjp//jxbt261PNdoNISFhSFJEs2bN3fpsYW6RzQMFAQHPfLII3z++ec0btzYavny5cvRaDSMHj2amBg7pyKuIi/JgY+yjUaANhsLXsfX15e9e/deW9C8kpbmXt4w8uWKt/EOLH9dYCMYVMlIe6EtK17vJLIsl5uYqZQqHuv6mMuOvWnTJk6cOAHAgAEDLL/yH3jgAcuAP4JQHaImQBAcFBQUxIMPPsjo0aMty+Lj4y0NsuLj4116fLVCja/Kt9z1V7RXOJdzzvZKWwlAqXK6D66NX8uepD0VxrQnaQ9r49dW+RwAUHj+BSwuPY6v/vqqxo6XlZVl1ajv+ttQcXFxlr/VarVIAAS7iCRAEFwgJCSE4OBgJElizJgxluX79+9nzZo1llsINcFgNqAz6WyvzDgF496lsNkgLly4UHZ9aSKQccqyKCY4hnn751klAtc3XNyTtId5++cRE+za2g9XuKy9jNFsLHd9l4gujG3t/IZ9trz88su8/vrrfPbZZ5ZljRo1on///jzzzDMMGDCgRuIQ6jZxO0AQXKBp06bMmTOnzPJff/2VoqIitm/fTteuXWsklmaBzcpfeevTyLLM7Xf1oiERbP7axsiB7UdZ1RIMjh7M8v7Lmbd/Hsv7L2dw9GDLutIE4MbltcWvV35lSPQQgn2Ca/S4JpOJCxcuWN02Kk2s0tPTrbYdNGhQjcYm1G2iJkAQalBAQEnDtfDwcKvlr732Gh9++CHZ2ZVMPuMC8fHxHNx+mAYNwsvd5sTVE1zWXhsc6PpEYE/SHiRJ8vgEILs4m1eOvFLhNhPaTKjxBOD7779nyZIlfPzxx1a9SwYMGEB0dDQPP/xwjcYj1C+iJkAQatDDDz+MyWSy+rJPSUkhOzub7Oxsvv32W6ZMmVJj8ciyzFNzHsFslmkS3bzc7dRKdZnGh9cnArc3u52d53fy0oCXyk0Aio3FKCUlKmX1J8DRm/SkFabRNKD8IZzXHV/H0GZDiQ6Mtrk+2DuYOV3L1s7UJJPJxJEjR2jevDkRESWDREVFRVnW79u3j6FDhwLQs2dPevbs6ZY4hfpDJAGCUMOUSqXVXO05OTmoVCoMBoNV48KDBw+ye/duGjRowKxZs1zS/XDnzp0cO/o7PZv5lendcL02IW1sLh8cPZjbm93O1sStDGw6sMIagF+v/Iq/2p8ekT1srs8uzibEJ8TmukJDIUfSjlSYBPwj9h8Vdqd06VgLVWAymVi6dCmyLBMdHc2MGTMAaNeuHU2aNKFTp0706tXLrTEK9Y9IAgTBzdq3b0/79u3R6/VWF/rffvsNWZbJyMiwWp6SkkJYWJjDSYHBYODJOf/ihX4Sb8crKkwCyrMnaQ/fXfyOMTFj+O7id+xJ2lNuInBb9G0VllVeAgAQ7BPMXa3uqnB/d1/kr5eens53330HwLRp04CS5M/LywuDwVDmPv+sWbNqPEZBAJEECILHuPGi3rFjR44cOYKvr3X3v//973/o9XrCw8P55z//affx1r7zDnJ+Og92U/Hv/fpqJwE3tgEYFD3Io9sEuJJWq7V6vmHDBjIzM8tsN2TIEAC6detWI3EJQmVEEiAIHmrw4MEMHmx9Mb2+PcGNScPKlSsJCAhg+PDhtGhR8ch4OTk5LHp+Pv8bIWM0Q7ZWR5MmTaocm61GgBX1Gqirjh07xrZt25BlmQcffNCyvEOHDuzfvx+lUolWq7VM5iPu8QueRiQBglCLKJVKpk2bxi+//GI1cMyFCxcoKiqiqKiI8+fPW5KAjIwMDhw4QLdu3YiOvtZgbul//8PNEWZGtvbifI6Ml1JBgwYNqhRDRb0A6nIi8PHHH5OamkqfPn3o27cvUNIVtLQrn053bSyGfv360a1bNzFuv+DxRBdBQahlWrVqxb333kurVq0sy4qKivD29gZKLkClfv75Z+Lj41m/fj1FRUUAJCYm8sYbb7BqUMl99Mt5ZhqFh6JQVO3rIDEnscILfGkikJiTaO8putXx48f56KOP+Pbbb62WJyYmUlBQYDUCZIMGDYiMjKRLly6Wf38oqaURCYBQG4iaAEGoA0obF94oK6tkZj9Jkiw9Ep598nGmdlTSuWHJMLNX8mUaN2oIlIwZoFKpaNOmTbnD0D7Q+YFK4xkcPdjjawESEhI4cuQIsixbdcvctm0bBoOBS5cuMXz4cMtyjUaDTqcjODjYqpzS2wBpaWk1ErcgOJPHJwF79+5l8eLFHD16FI1GQ2pqBVOFAsnJyfzjH//g559/JiIiguXLlzN58mTL+h9//JF//etfnDt3jo4dO7Ju3TpuuukmV5+GILjFzJkzKSoq4tKlS0DJsMW7du8i4Z/XfrVeyTfTJKqk693WrVsxmUz4+vry9NNPW7bZvHkzkiRx880317qZ6hITE9m9ezfFxcU88cQTluU//PCDze+T4OBgMjIyytSMPPPMMy6PVRBqmscnAX5+fsycOZPp06ezYEEls4gBU6ZMoXPnznz99dccOnSI0aNHExsbS2xsLJmZmdx555289tpr3H333bz55puMGTOGs2fPWlXlCUJdotFoaN26NbIsM/fRh3mwi4JI/2sXuCv5Mo1blbQhMJlKpgMODLSe0e/48eNASSv40iSgtN+7QqFg+PDhdO/eHSipfdi1axcajYZhw4ZZaiD0ej0mk8lqjITK5ObmkpWVRUBAgFWbhc8++4yCggL69etHu3btgJJ2ER98UDKN75QpU2jTpmRsg4sXL1q65OXm5lqq6SMjI0lNTUWSJEwmk6XmY8aMGWJCHqHe8PgkoHTUrH379lW6bUJCAocOHWLbtm1oNBoGDhzImDFj+OCDD3jppZfYvHmz5X4qwBNPPMGaNWv4/vvvGTlypIvPRBDcS5ZlmkRF8dqu0+y7pOS53jJtwxRcLlLR6e+agHnz5nHmzBmrKu/rRzcMCwuz/J2eno4sy5hMJkvyACWfw7NnzwIls96VXvR37txpmflu0aJFVnFJksR//vMfAgMDrX6tv/LKKwA0btyY2bNnW5aXln/8+HFLEnB9knD58mVLElDaINLLy4vs7GxLEjBq1CjuvPPOMv9O1UlSBKG2k+Trp//yYPv27WPy5MkV3g7YsmULTz/9NH/99Zdl2UsvvcQPP/zAzp07mTNnDgUFBaxbt86yfuTIkdx66608++yzZcpbvXo1q1evtjzPz8+3fPk4ymw2V7khlqcS5+AZqnsOP//8M+PHjwfA10dNkU7Pq6++xqRJk6p93KKiImRZxtfX1xKDXq+nuLgYsK5RKCoqwmAwlFn++++/A9C2bVsUCoWlOx1AXl4eUNIrws/Pr8xylUplddEuKChAoVC45Zd8fXwveSJxDmV169bNckvwRh5fE1AdWq22TKOd4OBg8vPzLetDQkLKXX+juXPnMnfuXMvzqKgoGjZs6JRY09LSnFaWu4hz8AzVPYcjf190b+rQml8P/8H+/fvp06ePZXIjV0lPT+fPP/9Er9dbxse/3okTJ4iOjraaSa+0Gr9Ro0ZWv/Q98TWrj+8lTyTOoXrcmgRMmDCBTZs2lbu+upUU/v7+5ObmWi3Lzc21fLlVtl4Q6oPNX34KwNiJU9FoNDYvyK4QERFhmTTHlrFjx5ZZ1qlTJ1eGJAj1nlvrTDZu3Igsy+U+qis2NpaLFy+Sk5NjWRYXF0dsbKxlfek9SShJMuLj4y3rBaGuO3XqFKcTkwAY9/ctAUEQ6i+Pv3FiNpspLi62NE4qLi62Gpnreq1bt6ZHjx4sXLiQoqIifvrpJ7Zu3cp9990HwLhx40hISLDM2/3qq68C18bzFoS6bsvmzQDERDcWya8gCJ6fBPz000+WrkZpaWloNBratm1rWT9ixAiWLVtmef75559z5swZwsLCuPfee3nnnXcsX3ZhYWF89dVXvPjiiwQFBfHJJ5+wdetW0T1QqDe2lN4KmHC3R826JwiCe3h8w8CBAwdWeGtg586dVs+bNm1qmcKzvPJOnDjhtPgEobZISkri8B9/AjBuwkQ3RyMIgifw+JoAQRCc46stWwBoFB5Cr1693ByNIAieQCQBglBPbNlQcivgzrvG1fp+1IIgOIf4JhCEeiA7O5ufDpaMDzBu4t1ujkYQBE/h8W0CBEFwnEaj4dF//ZOTx+MZOHCgu8MRBMFDiCRAEOoBHx8fXnntDXeHIQiChxG3AwRBEAShnhJJgCAIgiDUUyIJEARBEIR6SiQBgiAIglBPiYaBguAsZlPJo6aZ9GDU1/xxHaFQljwEQXArkQQIgjOYTWT/voE8bWGNH1pbUECxn1+NH9cRgf6+hPSYJBIBQXAzkQQIgjOYTeRpC9njPw6zQlWjh84jj8DAwBo9piMUZgODtZsJMZtEEiAIbiaSAEFwIrNChVmhruFjqmv8mIIg1A2SXNEUfYIVb29vwsPDnVKWVqvF39/fKWW5iziHa1QKmXE3h/NR4a0Y5Jr9davT6WrVdNgqycQ9vj+x+VgGBnPJdMbiveQZxDl4BmefQ0ZGBjqdzuY6kQS4SVRUFJcuXXJ3GA4R53Ado56LP37Ed4F31/iv8meffZYVK1bU6DEdoTDruT3vC5oNuAe8Sv6txHvJM4hz8Aw1eQ7idoAg1EFqQy79/5hL0/Q9GLz8+aPVI5xo+ZDNbQO1ifQ7/hzhOUfRqwI52uZJzkRPt6zveH4dbZI/JzT/FBci72BPt3fLlNHiyja6nV1JQGESxepQfu34Xy40GuWy8xMEwTlEEiAIdVDf48+hNOv55Pbj+BclM+rX8eT6tSK54RCr7SSzkWG/38NfTcazs9dnhOWdZOSv48jzbUFKg74AFPhEcrT1XKKu/oiPPqvMsRpf3U+fkwvZ020taSE98NFnojIW1Mh5CoLgGDFYkJvMnTvX3SE4TJxD1SlNRUze04PmKdvLrLtvZwxNMn60u+whQ6wv7F7GAlqmbOX3dvMxqALIDuzA6ejptE3+tMy+wQV/EVCYTFzrx5EVXlwNvokLje6w2vZCo1FcbHQHxeowm8fvfvpFjrZ5irTQXiApKPYOJ9+vebXOQbyXPIM4B89Qk+cgagLcRLxRPUNNnUPs+Xcp8m5gs4o8178VoXknuRw+oMy6YYemEpl1yGaZWk0Umwb+yO233261PKggEUk2kx3Y3rLsalAszVO/KVuILANymWWheX9WflKAJJsIzznGxchhTPqhFypjAZcibuOXjksxqKrebVG8lzyDOAfPIJIAQahLZDOx59/l93bzAVAZ8vArTiUnoA0AZskLL1ORzV139Sr7670yKmMBei/rC7BeFYTKqC2zbY5/Kwp8GtH17Msca/0EYbnHaZG6g0LviCodS6PLQCkbiLm8hW/6bMHg5cegow9yy8kF/Njl9WrHLghCzRK3AwTBxUK0Z/ErTiUpouQXe5tLX9Dt7EuW9T76qxR5O6frKYDByw+VMd9qmdqQh8GrbJcjWaFid8+PiMw6xPTdnehz8nnONJ1MgaZxlY5lVGoAONniHxRoGqNXBXGs9RNEp33n+IkIguByoiZAEFzMtygFo0JDsXcDAJqmfU+ufysA/AuTCS44Z/NWAMDwg3fTKOugzXX5mqZsvO1AmeW5fjEgSYTknyY7oB0AYXknLH/fKDugHd/02Wx5PvjIbNKDu1Xp3PSqILQ+TQCpStsLguBZRE2Ai+zdu5fbbruNoKAgIiMjK90+OTmZoUOH4ufnR4sWLfj888+t1v/444/Exsbi6+tLjx49+OOPP1wVupXnn3+e8PBwgoKCmDVrVrkDTiQlJeHv72/1UCgUPPbYY5ZtJEnCz8/Psn7EiBEedQ4AAwcOxMfHx+o8rnfixAl69+6Nr68vHTp04Icffqj0+Dp1CF7mIoLyE4hK/wG/4lSCtQkojYX0+vMFzkeOJN+3mc19v+39BevvuMhdhtcI3TOBwF13cdvV/7J2aKLNBCAvP5+3//cZm1Kj8N4whVeWLyLr2HbaJX3MmaZTAXjwwQd59NFHLY9v31qA0liIwqSjTfJnNL66n/iYhy1lSmYjSlMxkmwE2Vzyt9lgWX+62XQ6nn8PTXEaKqOWLn+9xsWGwygsLGTt2rU89thjPPPMM3y/Z0+5/0aVvb/feOMNmjRpgr+/P+PHjyc7O7vSf3dH5eTkMGnSJAICAmjcuDGvvPKKze0OHjzIsGHDCAsLIywsjJEjR5KQkGBZv2/fPhQKhdV7atmyZS6PvzrnAJV/Pjdu3EhMTAy+vr4MHjyYixcvujj6ElU9h08++cTq39jPzw9Jkti8uSTBdefr8MYbb9C9e3e8vb2ZPHlyhdvW9GdBJAEu4ufnx8yZM1m9enWVtp8yZQqtWrXi6tWrrF+/ntmzZ3PixAkAMjMzufPOO3nmmWfIzs5mypQpjBkzpsKLmTOsW7eOTz75hEOHDnHu3DlOnz7Nv//9b5vbRkdHo9VqLY/k5GTUajWTJk2y2u7IkSOWbXbu3OnS+Kt7DqVeeeUVq3MpZTAYGD16NGPGjCE7O5tFixYxduxY0tPTKyzvalBnzjSdwtgDw+h69mV29fwIlVHL9O87gyTx001rKtz/wIEDHDr0G8899xxLly4lNTWVrV9vtbmtrriY6Ohortz5JR1vupmjnd7nvsSH+aXRLKvugScnJrP/sZa8/vrrPD/Qh2nf38R9u9rQJvlzdvT+Ep061LJt14TV/GNHU7omrCEmZSv/2NGUW/94wrL+WKvHSQ3rxcR9/Zi8p8ff4wQs4bPPPsNgMLJixUrmzJnDzh07LO/p61X2/v7uu+9YtGgR27ZtIyUlBaVSyUMP2R7zwJkeeeQRdDodly9fZteuXSxbtszmezY7O5uZM2dy7tw5UlJSiI2NZcyYMVbbREREWL2n5s+f7/L4q3MOpcr7fJ46dYr777+ft956i8zMTDp37lzms+0qVT2HadOmWf0bb9y4kcDAQIYPH27Zxl2vQ+PGjVm4cCGzZ8+ucDt3fBbEiIEutm/fPiZPnkxqamq52yQkJNChQwfS09MJCQkBSt7QjRs35qWXXuLdd9/lnXfe4fDhwwDIskx0dDRvv/02I0eOdFnsffv2ZcqUKTzyyCNAyRtw2rRplV70AN58801effVVzp49a1kmSRKnTp2iXTvb1dKuUN1zGDhwIJMnT7b5wfruu++YPn06KSkpKBQKS/lTp07lXw/OdtmIgStWrKRnzx7cdtttAPz555+89957rFq1qkr7L1q0iDvvvJOuXbsCJTUB//nPf6pUQ2UvnU7HE088wYIFC2jSpAkAX331FWlpaTw8e4bViIGVvb+nTZtGo0aNePnll4Frn5erV68SFBTkkvgLCgoIDQ3lyJEjxMbGArBgwQLOnj3Ll19+WeG+6enpNGzYkKtXrxIWFlal7wBXqO45VPT5XLBgAWfOnGHjxo0A5OfnEx4ezpEjR+jYsaPHnMP1Jk6cSEhICGvXrgWq9l3sai+88AKnT58uU9Nbyh2fBVET4AFOnDhBs2bNLAkAQJcuXSy/mk6cOEGXLl0s6yRJonPnzjZ/VTk7ruuP26VLFzIyMkhLS6t03/Xr1zNjxowyywcNGkTDhg0ZOXIkJ0+edGa4NtlzDs8//zxhYWH07NmTbdu2WZXVqVMnSwJQWp6rX4crVy7TtGlTy/OmTZui1WrJy8urdN+cnBwyMjJo3Ni6od/q1at56qmneP3117ly5YrTY05LS0OWZUsCUBq3rWNV9v6+cX3r1q1Rq9WcPn3a6XGXOnv2LGaz2XLhgaq/1j/++CORkZGEhV0bVyEzM5PIyEiaNWvGgw8+SFZW2UGXnM2ecyjv83njaxAQEEBMTIzL3/v2vg6ZmZls3bq1zHeQO16H6nDHZ0EkAR5Aq9USHBxstSw4OJj8/Pwqra+puEr/ruy48fHxxMXFcd9991kt37dvHxcuXOCvv/7i5ptvZujQoVW6kDmiuuewYsUKEhMTSUlJ4bnnnmPy5Mn89ttvNssqLc/Vr4NOp0Oj0Vie+/r6AlBcXFzhfgaDgbVr19KvXz+rX/1PPvkky5YtY8mSJTRtGs0rr7xCUVHFZTkaM4BGo7EZsye+/7VabZlfVlU55rlz53jkkUes7lu3a9eOuLg4rly5woEDB7h06VKZz4YrVPccKvp8uvM7yJ7X4ZNPPiEmJoY+ffpYlrnrdagOd3wWRO8AO0yYMIFNmzaVu766d1j8/f3Jzc21Wpabm0tAQECV1tujKudw43FL/67suOvXr2fYsGFlfn0OGFDSAl6tVrNkyRI++ugjfvnlF6t7du4+h169eln+HjduHF9//TWbN2+mZ8+eLnkd3n77HY4dO1ru+nfeeQdvb2+Kiq6NI1D6t4+PT7n7GY1G3n77bQIDA7n7buuGSG3alIxP4OXlxV133cmhQwdJPJdIrBOrdb29vctc8IuKimzG7I73f2X8/f3LJKiVHTM5OZkhQ4bw7LPPcvfdd1uWR0ZGWpKwpk2b8sYbb9CqVSsKCwstCZ0rVPccKvp8uuM1APteB7BdE+mu16E63PFZEDUBdti4cSOyLJf7qK7Y2FguXrxITk6OZVlcXJylCiw2Npa4uDjLOlmWiY+Pt6oic8U53HjcuLg4wsPDadiwYbnlGgwGPv74Y5u3Am6kUCjs+vdy9TmUF2NsbCzHjx/HbDZblefI6/DQQw/yzjvvlPsAaNy4CcnXzSiWnJyMv78/gYG2R+QzGo28885aFAoFs2fPRqms+GMuSdLfIwc6T+m/7/XV/8nJl8okhlD5+/vG9X/99Rc6nc6lbUvatGmDJElWVeIVvdaXLl1i0KBBPPDAA5WO9lb6nnJ1c6zqnsONbnzvX/8aaLVaEhMTHXrvV4U953Ds2DFOnDjBPffcU2HZNfU6VIc7PgsiCXARs9lMcXExer0eKKm6La81f+vWrenRowcLFy6kqKiIn376ia1bt1qqqsaNG0dCQgIff/wxer2eV199FSg7Zryz3X///axZs4bz58+TlZXF4sWLK724l95Dv7F19MmTJzl69ChGo5HCwkJeeOEFioqKrKrrXKE655CTk8POnTspKirCZDKxdetWNmzYYDmXgQMHotFoWLlyJTqdji+//JLjx48zceJEl57DLbf0Yc/333P16lUKCgrYvn07t9zS1+a2JpOJtWvXYjQaeODBB1EqlVbrr1y5QlJSEiaTGb1ez7Zt29DrDbRs2dKpMXt7e9OtWze++uoriouLuXz5MgcOHKBv37JxV/b+vv/++1m/fj3Hjh1Dq9WycOFCxo0b57JGgVDSu2fChAksWLCA/Px8Tpw4wbp165g5c2aZba9cucJtt93G9OnTee6558qs37t3LxcuXECWZVJTU3nssccs3YFdqTrnUNnnc/r06ezcuZPvv/+e4uJiFi1aROfOnV3aKLC651Bq/fr1jBgxokzDV3e9DlCSmBcXF2M0Gi3XBoPBUGY7t3wWZMEl9u7dWzoou+XRrFkzy/rhw4fLS5cutTxPSkqShwwZIms0GrlZs2byp59+Wqa8jh07yj4+PnL37t3lY8eOufwczGazvGDBAjksLEwODAyUZ86cKRcXF5d7DrIsy6NGjZLnzJlTpqwffvhBbtu2rezr6yuHhYXJw4YNk+Pi4lx9CtU6h/T0dLlHjx6yv7+/HBgYKHft2lXeuHGjVXnx8fFyz549ZR8fH7ldu3by999/X7LCoJMvfL9Ofve3fPmdwzqnPt7+vVgesXCD7Hfrv2Sfvg/Jtzz6rvzGwQLL+o73viTf+d+v5HcO6+QnPz0u0+1+WdV7tqzu84DlMfPNn+R3DuvkuZ/Eyw3veFZW93lA9rv1X3KHe1bKC79KdHrM7xzWyWt+ypa7zn5NVvd5QA687TF54ood8juHdfK7v+XL/xzWVt6/b4/l37Wy9/frr78uN2rUSPbz85PHjh0rZ2VlueYNc53s7Gx5woQJsp+fnxwZGSmvWbPGss7Pz0/+6aefZFmW5RdeeEEGZD8/P6vHxYsXZVmW5VWrVslRUVGyRqORGzduLM+cOVNOT093efzVOYeqfD43bNggt2jRQtZoNPJtt90mX7hwwaPOQZZlWafTyWFhYfKWLVvKlOPO12HRokVlrgf33XefzXOo6c+C6CIoCM5g1Duni6AsE3v+HTpc+AD/osvo1EGcazSaw+3m2xz21xHNUnfS89QSfItTkSUvUsL68HPscgo1jWxurzbk0v+PuTRN34PBy58/Wj3CiZYlXSkjM39lxCHrtgcqUyG/dljM8esGHgJQmPVWXQQFQXAf0TBQEDxIn5PP0yztW/Z1eZ20kB74FyXTP/4ZRhycxLZbvkZWqJx2rIygLmy/ZQtF3hEoTcV0P/Mit8Y/wbe9bPdh7nv8OZRmPZ/cfhz/omRG/TqeXL9WJDccQmpYH9bfcW0EueD8s0zY159zjUY7LV5BEJxPtAkQBA8RWHCOjuff5Yeub5Ma1gdZ4UW+Xwu+67GeYG0irS5vrryQaijUNKLoutkCZRQEFpy3ua2XsYCWKVv5vd18DKoAsgM7cDp6Om2Tbc9y2Db5U640uJUC3yinxiwIgnOJmgBB8BBNMvZT6NOI9JDuVssNXv4kNRxCVMZeEpreXWa/mEub6Hf8mXLL/bbnJ6SF9ba5LiTvT8b8PBpvYx5myYv9nV+yuV1QQSKSbCY7sL1l2dWgWJqnflNmW8lspPWlDfzacUm5MQmC4BlEEiAIHsJHn0mBj+2hfAu9G9Ig97jNdYlR40mMGm/XMbMDO/DBiES8dZl0uPi/cmcaVBkL0HtZd0nUq4JQGbVlto1O/x6F2cCFyDvsikkQhJojbgcIgocoVofhV2x7XHNfXRpF3mE21zmDzjuMs00nM/S3e5HMxjLrDV5+qIzWo5KpDXk2Gyu2Sf6MxCZjMSnLH8xIEATPIGoCBMFDXG7Qj37HnyYi+7DVLQGVUUvT9D381m6Bzf1aXdpI//gnyy13Z6/PSQ2rfDwGhWzEV5+B2piPTh1itS7XLwYkiZD805bagrC8E2VqDnx0GUSnfcfX/XZUejxBENxPJAGC4CHy/GM42eIfDDr6EHu7vEF6SHf8i5Lpd/wZirwj+KuJ7Sr/v6Im8FfUhGofL+byZtJDupGviUajS6fPiefJCOpcJgEAMHr5ca7RaHqcWsberv+Hf2Ey7ZI+5sebXrParvWljeQEtOFqcJdqxyMIQs0TSYAgeJBfOi4jX9OUAX88TkBRMkqznksNBvBN7y8xeTl3fPMgbSK9/lyMtyEbg5c/Vxr0Y3f3Dyzr+8U/BcCBziXTlv7caQW3/vEE03d3xODlT1yrx0huaD1qZdvkzzgdPdWpcQqC4DpisCBBcAZnDRZ0gw7n3+OmxDfZ2nc7BZqy4+7XRmKwIEHwHKJhoCB4sD9b/IMjbZ8mMuuQu0NxOpPZxJIlS4iJicHb2xtJkpAkCY1Gg9FYtnGiIAjOJ5IAQfBwZ5tOIbHJWHeH4XTLli1j06ZNfPvtt+Tl5TFt2jR69uzJkSNH8PISdyoFoSaIJEAQhBqn1xt4+eVVrF+/ntatW+Pt7c2UKVO4cuUKHTp0cHd4glBviCRAEIQal5R0kYiIcLp06WJZlpmZScOGDd0XlCDUQ6LOTRCcSGEuO0e4YE1hNlBYVERwsHVXxE2bNnHnnXe6KSpBqJ9EEiAIzqBQEujvy2Ctcyf5qavymjbh+Mk/OXjwIF27duXNN9/k+PHjfPjhh+4OTRDqFZEECIIzKJSE9JhEiNnk7khqB4WSxf+VmTBhAnq9ngEDBrBv3z6CgoLcHZkg1CtinABBEARBqKdEw0BBEARBqKdEEiAIgiAI9ZRIAgRBEAShnhJJgCAIgiDUUyIJEARBEIR6SiQBgiAIglBPiSRAEARBEOopkQQIgiAIQj0lkgBBEARBqKdEEiAIgiAI9dT/AxVazwYF5a9dAAAAAElFTkSuQmCC",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
" \n",
"#aprox_name = 'Butterworth'\n",
"aprox_name = 'Chebyshev1'\n",
"#aprox_name = 'Chebyshev2'\n",
"#aprox_name = 'Bessel'\n",
"#aprox_name = 'Cauer'\n",
"\n",
"# parametrizamos el orden para cada aproximación\n",
"orders2analyze = [2, 3, 4]\n",
"\n",
"# Mismo requerimiento de ripple y atenuación\n",
"aproxs = [aprox_name] * len(orders2analyze)\n",
"ripple = [3] * len(orders2analyze) # dB \\alpha_{max} <-- Sin parametrizar, lo dejo en Butterworth\n",
"attenuation = [40] * len(orders2analyze) # dB \\alpha_{min} <-- Sin parametrizar, att fija\n",
"\n",
"\n",
"print_subtitle('Aproximaciones de Chebyshev')\n",
"\n",
"_ = sim_aprox(aproxs, orders2analyze, ripple, attenuation)\n"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/markdown": [
"#### Aproximaciones de Chebyshev"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"#### Chebyshev1_ord_4_rip_0.5_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{0.3563 }{s^2 + s \\frac{0.597}{0.7051} + 0.597^2} . \\frac{1.004 }{s^2 + s \\frac{1.031}{2.941} + 1.031^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"#### Chebyshev1_ord_4_rip_1_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{0.2744 }{s^2 + s \\frac{0.5286}{0.7845} + 0.5286^2} . \\frac{0.8951 }{s^2 + s \\frac{0.9932}{3.559} + 0.9932^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"#### Chebyshev1_ord_4_rip_3_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{0.1612 }{s^2 + s \\frac{0.4427}{1.076} + 0.4427^2} . \\frac{0.7774 }{s^2 + s \\frac{0.9503}{5.579} + 0.9503^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
" \n",
"#aprox_name = 'Butterworth'\n",
"aprox_name = 'Chebyshev1'\n",
"#aprox_name = 'Chebyshev2'\n",
"#aprox_name = 'Bessel'\n",
"#aprox_name = 'Cauer'\n",
"\n",
"# parametrizamos el ripple\n",
"ripple = [0.5, 1, 3] # dB \\alpha_{max} \n",
"\n",
"# Mismo requerimiento de ripple y atenuación\n",
"aproxs = [aprox_name] * len(orders2analyze)\n",
"orders2analyze = [4] * len(orders2analyze)\n",
"attenuation = [40] * len(orders2analyze) # dB \\alpha_{min} <-- Sin parametrizar, att fija\n",
"\n",
"\n",
"print_subtitle('Aproximaciones de Chebyshev')\n",
"\n",
"( all_sys, filter_names ) = sim_aprox(aproxs, orders2analyze, ripple, attenuation)\n"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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BQgghhBBCCHEfqbBJYFZWFs899xxVqlTBYDBQp04dFi5cWNZhCSGEEPetzZs3y1BQIYSoACrs6qC5ubkEBASwceNGqlSpwt9//02PHj2oUqUKLVu2LOvwhBBCCCGEEKJcuqcWhnn44Yfp1KmTdd8gIYQQQgghhBD5VdiewP9KT09n7969jB49+qZr06ZNY9q0adbXMTExN+0/JYQQQpQFRVFu2qdPCCHE/eHatWtkZWXd9XbviZ5As9lM//79ycjIYNWqVUX+Mg0KCuLy5ct3KTohhBCiYOvWraNbt25lHYYQQogyUFZ5SYXvCVQUheHDhxMdHc26devk01QhhBBCCCGEKESFTgIVReHFF18kIiKCDRs24OzsXNYhCSGEEEIIIUS5VqGTwJEjR7Jz5042btyIi4tLWYcjhBBCCCGEEOVehU0CL168yIwZM7C3tyc4ONh6fsKECUyYMKEMIxNCCCGEKD6z2cw9sESDEOI/VCoVanX53Ja9wiaBlSpVkv8whRBCCFFhJSUlER8fj8lkKutQhBB3iEajwdvbG3d397IOJZ8KmwQKIYQQQlRUSUlJXLlyhcDAQBwcHGRhOyHuQYqiYDQaiYqKAihXiaAkgUIIIYQQd1l8fDyBgYGyqJ0Q9zhnZ2cCAwOJjo4uV0lg+RykKoQQQghxjzKbzZhMJhwcHMo6FCHEXeDg4IDJZMJsNpd1KFaSBAohhBBC3EV5axrIEFAh7g95/9bL03omkgQKIYQQQgghxH1EkkAhhBBCCFEic+bMoUWLFrd174ULF1CpVBiNRpvGFB4ezrhx42xaZ1kbN24c4eHhd7VNZ2dnTp06dVfbFHefJIFCCCGEEOKWFi9eTIsWLXB2dsbHx4f27duzcuXKsg7rrnv++ecJDQ1FrVYzc+bMsg6nQCdPnsTBwYEnn3zytutIS0ujZs2apYojOzub4cOH4+bmhpeXF+PHjy90KGTlypXR6/U4Ozvj7OxMnTp1StU+3PpDgfbt25f4+5eVlUWtWrXw8/PLdz4yMpKuXbvi5ORElSpVWLRoUaljvpskCRRCCCGEEDf5/PPPGTFiBGPGjCEmJoaYmBjefPNNfv/997IO7a5r0KABM2bMoFmzZnekfkVRbLJf5IgRI247xtzc3FK3n+fdd99l//79nDp1iv3797N06dIik69ly5aRlpZGWloaR48etVkspfXxxx/j4+Nz0/mnnnqK6tWrk5CQwOzZsxk2bBhHjhwpgwhvjySBQgghhBAin2vXrjFx4kS+/vpr+vXrh8FgQKPR0KlTJ3744QdruYkTJ+Lp6UlgYCALFiywns/OzmbChAlUqVIFLy8vnn76aZKSkvK1MX/+fIKDg/H29mbChAmYzWays7Px8vJi9+7d1nJZWVm4u7uzd+9ejEYj4eHheHp64urqSoMGDTh27Fi+uHv37o3BYKB+/fpERERYr8XGxtK/f398fX0JDg5m0qRJmM1ma/179uzJ16aHh4c1jhdffJFOnTqVeEXXuXPnUqtWLdzc3OjYsSMnTpywXmvfvj0TJkygffv2ODk5sXv3bg4dOkTTpk0xGAz06NHjpq9ZUW35+vrSsWPHYpXPG5Y7Z84cqlSpQv369QHLIiZ5cYaHh/PCCy/w8MMPYzAYaNasWbESndmzZ/PWW2/h4+NDSEgIr732Gj/++GOx30txPfXUU/j7++Pq6krbtm05fPgwADNmzGDBggVMmzYNZ2dn2rVrx+uvv862bdt4+eWXcXZ2ZtCgQUXWf+rUKX755RfGjx+f7/zp06fZtWsXH3zwAXq9nvbt2/Poo48yd+5cm7/HO0X2CRRCCCGEKGPPzd3DxasZd7SNSp6OfD+kabHK/vPPPxiNRnr37l1gmX379jFgwADi4uJYsWIFgwcPpmfPnri4uDB+/HiOHj3Krl27MBgMjBgxgpEjR+ZLFNesWcOxY8e4cuUKXbp0oXr16jzzzDM8/fTTzJs3z9qjtWLFCgIDA3nggQeYNWsWhw8f5uzZs7i6unLixIl8e68tXLiQVatWsXjxYl599VVeeukltm7ditls5tFHH6VLly7MnTuXxMREevToQWBgIMOGDaNv374sWLCApk0tX58//vgDb2/vUvX8bd68mZdffpk1a9bQuHFjJk+eTI8ePTh27Bj29vaAZW7lH3/8Qf369cnJyaFWrVoMGzaMsWPHsmnTJnr16kW/fv2KbOvq1au8++67bN++nVmzZpUozrVr13Lw4EF0Ot0tr//000+sWLGC5cuX88knn9CrVy9OnDiBVnvrNCIpKYno6GgaNmxoPdewYcMik8chQ4ZgNpupU6cOH3zwAa1bty4y9q5duzJr1izs7e2ZMGECTz31FEeOHOH//u//2L17N35+fnz88cfW8rt27eLJJ59k+PDhRdYNlp7VyZMno9fr850/cuQIlSpVyvez17BhQ/76669i1VseSE+gEEIIIYTI5+rVq3h5eRWYGAAEBgYyatQotFotvXv3Rq1Wc+rUKRRFYebMmUyfPh0fHx/0ej3vvfceixcvzjfkcdKkSRgMBqpVq8bo0aNZuHAhAEOHDmXRokXk5OQAMG/ePIYMGQKAnZ0dqampnDhxAkVRCAsLyzdXq1evXrRp0waNRsPgwYPZv38/AHv37iUyMpL3338fBwcHAgICGDNmDD///DMAAwcOZNGiRdb4FixYwIABA0r1NZw/fz7h4eG0aNECOzs7xo8fT2ZmJtu3b7eWGTx4MA0bNkStVrNr1y7S09MZN24cOp2Orl270q1bt2K1NXbsWF566SX8/f1LHOekSZNwcXG5KdHJ89BDD9G5c2d0Oh3jx48nJSWFnTt3FlhfWloaAG5ubtZzbm5uGI3GAoeczp8/nwsXLnDp0iX69+/PQw89xMWLF4uMfejQobi4uGBvb89bb73F0aNHuXr1apH3Fce8efNwcXGhR48eN11LS0vL9/7A8h5TU1Nt0vbdID2BQgghhBBlrLg9dHeLp6cnCQkJ5OTkFJgI/nehDEdHR9LS0oiPjycjI4OWLVvmu65Wq4mNjbW+DgkJsT6vVKkSUVFRADRq1IigoCBWr15N69at2bBhA99++y0AgwYNIjo6mueff57o6Gh69+7NlClTcHFxuSkmR0dH0tPTAcvQx/j4+Hw9N2azmeDgYADatm2Lg4MDGzdupHnz5qxevZpPP/20ZF+0/4iKiqJ79+753n9ISIj1fea97zzR0dEEBgaiVqvzXU9OTi60nW3btnHgwAG+++6724rzxhhu5cbvk0ajITAwMN97+C9nZ2cAUlJS8j13cHAosPewTZs21ucjRoxg0aJFrFmzptAeO5PJxMSJE1m8eDHx8fHWr1tCQgKenp6FvqeiJCUl8fbbb7Nly5ZbXnd2diYlJSXfuZSUFAwGQ6navZskCRRCCCGEEPm0atUKBwcHli1bVqzhiDfy8vJCr9cTERFB5cqVb7p+4cIFAC5dukS9evWszwMDA61lhg4dyrx587h48SLt27e39nBptVomTpzIxIkTiYmJoW/fvkyePJn33nuv0JhCQkIICgqytv1fKpWKp59+mvnz5xMZGUmjRo2oWrVqid73fwUGBuZrz2w2ExkZme995m0iDhAQEEBUVBRms9ma0Fy6dMma4BZk48aNnDlzxlpvWloaJpOJ0NBQTp48WWScN8ZwK5cuXbI+N5lMREVF5XsP/+Xu7k5AQAARERHWchEREdStW7fIWPKo1eoiN1ZfuHAhS5cuZf369VSpUoVr167h5uZmve9W76uo95rn4MGDREdHW4cDZ2dnk5KSgp+fHxs3bqRu3bpcvHiR5ORka49gSd9jWZPhoEIIIYQQIh8XFxc++OADRo4cyZIlS6yJxZYtWxg2bFih96rVal544QVeeeUVYmJiALhy5QrLly/PV+6dd94hNTWVc+fO8fnnn/PUU09Zrw0YMID169czc+bMfPvkbdq0iYMHD2IymXB2dsbe3h6NRlPk+2natCne3t689957pKenYzabOX36dL6enoEDB7Js2TK+//57Bg4cmO/+7OxsjEYjZrOZ3NxcjEZjkat5DhgwgDlz5rB7925ycnL45JNPsLOzy9frdaOWLVui1+v59NNPycnJYcOGDaxdu7bI9/baa69x+vRpIiIiiIiIYPjw4XTr1o1t27YVeW9xrF27lr/++sv6HgwGA82bNy/0nvDwcN577z3i4+OJjIxk6tSpPPPMM7cse+nSJbZt20Z2djbZ2dl899137Nmzh65duxbaRmpqKvb29nh6epKZmckbb7yR77qvry/nzp276dzZs2eLfM+tWrXi4sWL1q/p999/j6enJxEREYSGhlKjRg2aNm3KG2+8QWZmJlu3bmXFihXWYcsVQYVOAr/66iseeOAB7O3tS7UfihBCCCGEyG/06NF89dVXTJkyBV9fX/z9/Zk0aRK9evUq8t6PP/6YBg0a0LZtWwwGA61atcq34idA9+7dqV27Ns2bN6dv374MHTrUes3Ly4uuXbsSExPDY489Zj2ft8Knq6sr1apVIzAwkLFjxxYZj0ajYeXKlZw+fZoaNWrg7u5Ov379rEkqQO3atalRowb79u2jf//++e7v2rUrer2ebdu2MWrUKPR6PT/99FOhbXbo0IGpU6cyaNAgvL29+fPPP1m9erV1UZj/0ul0LF++nCVLluDu7s706dOLtYKls7Mzfn5+1sPZ2RkHB4dbbmtwOwYOHMiUKVNwd3dn2bJlLFu2rNC5ogBvv/02DRo0oEaNGjRs2JDHHnss39DOOnXqWBcJSktLY9SoUXh4eODn58fcuXNZtWoV1apVK7SNwYMHU7VqVQIDAwkLC7Mu6pPn2Wef5fTp07i7u9OhQwfA8jO9YsUK3N3dC03Y7Ozs8n1NPTw8UKvV+Pn5WYe0Llq0iJMnT+Lp6cngwYOZNWtWheoJVClF9bWWY0uXLkWtVrNhwwYSEhKKvUljUFAQly9fvsPRCSGEEEVbt25dsRd/EPcGk8nEqVOnqFmzZrF6se5XY8aMIT09vcSrXQrbCQ8Pv2mFTVFyhf2bL6u8pELPCcxbtjgiIoKEhIQyjkYIIYQQQthCbGws8+fPZ926dWUdihD3pAqdBBbXtGnTmDZtmvV1cnKy/KcihBCiXDAajfI76T7k7e3NtWvX8q0EKSw+/vhjvvzyS5577jmqVq160yqM5ckrr7zCr7/+etP5li1bsmTJEpu18+uvv/LKK6/c8lphK3VOnTo139/AeYKDgwvd5iFPdnY2WVlZN30PIiMjadGixS3vWbx4Ma1atSqy7uIobfyFuVvvASyLAmVmZrJhwwab1VlaFXo4aJ5JkyZx4sQJGQ4qhBCiwpHhoPcfGQ4qxP2lPA4HlY+fhBBCCCGEEOI+IkmgEEIIIYQQQtxHKvScwNzcXOthNpsxGo1oNJoil60VQgghhBBCiPtVhe4JfP/999Hr9XzwwQcsXrwYvV5f5AamQgghhBBCCHE/q9BJ4KRJk1AUJd8xZ86csg5LCCGEEEIIIcqtCp0ECiGEEEKIu2/OnDkFLq9flAsXLqBSqTAajTaNKTw8nHHjxtm0zrI2btw4wsPD72qbzs7OnDp16q62Ke4+SQKFEEIIIcQtLV68mBYtWuDs7IyPjw/t27dn5cqVZR3WXff8888TGhqKWq1m5syZZR1OgU6ePImDgwNPPvnkbdeRlpZGzZo1SxXHr7/+SqtWrXB0dLztDwv+61YfPEyaNOm23mt4eDgqlYoTJ05Yz2VnZzN8+HDc3Nzw8vJi/Pjx3AM76RVIkkAhhBBCCHGTzz//nBEjRjBmzBhiYmKIiYnhzTff5Pfffy/r0O66Bg0aMGPGDJo1a3ZH6lcUBZPJVOp6RowYcdsx5ubmlrr9PB4eHrz88stMnDjRZnXayubNmzl//vxN5999913279/PqVOn2L9/P0uXLi3XCX9pSRIohBBCCCHyuXbtGhMnTuTrr7+mX79+GAwGNBoNnTp14ocffrCWmzhxIp6engQGBrJgwQLr+ezsbCZMmECVKlXw8vLi6aefJikpKV8b8+fPJzg4GG9vbyZMmIDZbCY7OxsvLy92795tLZeVlYW7uzt79+7FaDQSHh6Op6cnrq6uNGjQgGPHjuWLu3fv3hgMBurXr09ERIT1WmxsLP3798fX15fg4GAmTZqE2Wy21r9nz558bXp4eFjjePHFF+nUqRMODg4l+jrOnTuXWrVq4ebmRseOHfP1PLVv354JEybQvn17nJyc2L17N4cOHaJp06YYDAZ69Ohx09esqLZ8fX3p2LFjscrnDcudM2cOVapUoX79+gD5esjCw8N54YUXePjhhzEYDDRr1owjR44UWXfnzp3p168fgYGBxY4fYPLkyVSvXh2DwUBYWBi//fYbAIcPH2b48OHs2bMHZ2dnnJ2dWb58OR9++CG//fYbzs7OVK5cucj6s7OzGTVqFDNmzLjp2uzZs3nrrbfw8fEhJCSE1157jR9//LFE8VckFXqLCCGEEEKIe8LCJyHp5t4Jm3KvAk8vKlbRf/75B6PRSO/evQsss2/fPgYMGEBcXBwrVqxg8ODB9OzZExcXF8aPH8/Ro0fZtWsXBoOBESNGMHLkyHyJ4po1azh27BhXrlyhS5cuVK9enWeeeYann36aefPmWXu0VqxYQWBgIA888ACzZs3i8OHDnD17FldXV06cOIG7u7u1zoULF7Jq1SoWL17Mq6++yksvvcTWrVsxm808+uijdOnShblz55KYmEiPHj0IDAxk2LBh9O3blwULFtC0aVMA/vjjD7y9vUvV87d582Zefvll1qxZQ+PGjZk8eTI9evTg2LFj2NvbA5Yhjn/88Qf169cnJyeHWrVqMWzYMMaOHcumTZvo1asX/fr1K7Ktq1ev8u6777J9+3ZmzZpVojjXrl3LwYMHC9xi7aeffmLFihUsX76cTz75hF69enHixAm0WtunEVWqVGHLli34+/uzdOlSBg0aRPPmzalXrx4zZ85k5syZ7Ny501p+woQJnDhxgkWLivdz/fHHH9O9e3fq1KmT73xSUhLR0dE0bNjQeq5hw4bFSngrKukJFEIIIYQQ+Vy9ehUvL69C914ODAxk1KhRaLVaevfujVqt5tSpUyiKwsyZM5k+fTo+Pj7o9Xree+89Fi9enG/I46RJkzAYDFSrVo3Ro0ezcOFCAIYOHcqiRYvIyckBYN68eQwZMgQAOzs7UlNTOXHiBIqiEBYWhp+fn7XOXr160aZNGzQaDYMHD2b//v0A7N27l8jISN5//30cHBwICAhgzJgx/PzzzwAMHDiQRYsWWeNbsGABAwYMKNXXcP78+YSHh9OiRQvs7OwYP348mZmZbN++3Vpm8ODBNGzYELVaza5du0hPT2fcuHHodDq6du1Kt27ditXW2LFjeemll/D39y9xnJMmTcLFxQW9Xn/L6w899BCdO3dGp9Mxfvx4UlJS8iVittSnTx8CAwNRq9X06dOH0NBQdu3aZZO6T58+zU8//cTbb79907W0tDQA3NzcrOfc3NwwGo02HSZbnkhPoBBCCCFEWStmD93d4unpSUJCAjk5OQUmgjcmXwCOjo6kpaURHx9PRkYGLVu2zHddrVYTGxtrfR0SEmJ9XqlSJaKiogBo1KgRQUFBrF69mtatW7Nhwwa+/fZbAAYNGkR0dDTPP/880dHR9O7dmylTpuDi4nJTTI6OjqSnpwOWoY/x8fH5eg3NZjPBwcEAtG3bFgcHBzZu3Ejz5s1ZvXo1n376acm+aP8RFRVF9+7d873/kJAQ6/vMe995oqOjrQnQjdeTk5MLbWfbtm0cOHCA77777rbivDGGW7nx+6TRaAgMDMz3Hmxp3rx5TJs2jQsXLgCW5CwhIcEmdY8YMYKPPvoIZ2fnm67lnUtJScn33MHB4Y70eJYH0hMohBBCCCHyadWqFQ4ODixbtqzE93p5eaHX64mIiCA5Odl6GI3GfHPELl26lO/5jdeGDh3KvHnzWLhwIe3bt7f2cGm1WiZOnMihQ4c4fPgwx44dY/LkyUXGFBISQlBQUL54rl27xtGjRwHLPLinn36a+fPns2TJEho1akTVqlVL/N5vFBgYaE1mwJJ0RkZG5nufKpXK+jwgIICoqCjMZrP13I1fo4Js3LiRM2fOEBgYiJ+fH1OmTGH58uWEhoYWK84bY7iVG2MwmUxERUWVeK5fcVy8eJHnnnuOL774gqtXr5KcnEy9evWsK3TeKs6iYr/Rxo0bGTlyJH5+ftYPC9q2bct3332Hu7s7AQEB+eaQRkREULdu3dK9qXJMkkAhhBBCCJGPi4sLH3zwASNHjmTJkiWkpaVhMpnYsmULw4YNK/RetVrNCy+8wCuvvEJMTAwAV65cYfny5fnKvfPOO6SmpnLu3Dk+//xznnrqKeu1AQMGsH79embOnJlvn7xNmzZx8OBBTCYTzs7O2Nvbo9Foinw/TZs2xdvbm/fee4/09HTMZjOnT59my5Yt1jIDBw5k2bJlfP/99wwcODDf/dnZ2RiNRsxmM7m5uRiNxiJX8xwwYABz5sxh9+7d5OTk8Mknn2BnZ0ebNm1uWb5ly5bo9Xo+/fRTcnJy2LBhA2vXri3yvb322mucPn2aiIgIIiIiGD58ON26dWPbtm1F3lsca9eu5a+//rK+B4PBQPPmzQu9x2QyYTQaycnJQVEUjEYj2dnZhd6T12vr7e0NWHoFb5yT5+vrS1RUFFlZWfnOXbhwIV/iXJCYmBjr1ygv2Vu2bJl12G94eDjvvfce8fHxREZGMnXqVJ555pki662oJAkUQgghhBA3GT16NF999RVTpkzB19cXf39/Jk2aRK9evYq89+OPP6ZBgwa0bdsWg8FAq1at8q34CdC9e3dq165N8+bN6du3L0OHDrVe8/LyomvXrsTExPDYY49Zz+et8Onq6kq1atUIDAxk7NixRcaj0WhYuXIlp0+fpkaNGri7u9OvXz9rkgpQu3ZtatSowb59++jfv3+++7t27Yper2fbtm2MGjUKvV7PTz/9VGibHTp0YOrUqQwaNAhvb2/+/PNPVq9ebV0U5r90Oh3Lly9nyZIluLu7M336dAYNGlTke3N2drb2bvn5+eHs7IyDgwM+Pj5F3lscAwcOZMqUKbi7u7Ns2TKWLVtW6FxRsCwmo9fref7559m9ezd6vZ6uXbsWek/t2rUZO3YsrVu3xtfXl4iICFq1amW93rFjRxo2bIi/vz9ubm6kp6fTt29fdDodnp6eVKtWrdD6b/wa5fUEenl54ejoCMDbb79NgwYNqFGjBg0bNuSxxx5j+PDhxfkSVUgq5V7eBbEAQUFBXL58uazDEEIIIVi3bl2xF38Q9waTycSpU6eoWbNmsXqx7ldjxowhPT29xKtdCtsJDw/Hz8+Pjz/+uKxDqdAK+zdfVnnJvTnTUQghhBBCVFixsbHMnz+fdevWlXUoQtyTZDioEEIIIYQoN9555x2qV6/O0KFDadSoUVmHU6jhw4dbNy+/8XjooYds2s6CBQtu2c6tVrq80YcffnjLe/67T15JXbp0qcB4CpuLuG3btgLvK84iOEWpU6fOLev+8MMPS133vUaGgwohhBBlSIaD3n9kOKgQ95fyOBxUegKFEEIIIYQQ4j5SoZPA5ORk+vXrh8FgICAggM8++6ysQxJCCCGEEEKIcq1CLwwzcuRIsrKyiIqK4uLFi3Tq1InQ0FCbj8MWQgghhBBCiHtFhU0C09PTWbx4Mfv27cPFxYV69eoxbNgwfvzxx3KRBJrNCjlmMzkmhexcMzkmM9m5ZrJNluc5uQrZJhPZuYrl9fXruWYFk9lyzmRWrK9NudmocjMgNwtVThbkGsFkRJWbhTo3C5UpC7UpC5XZ8qg2ZaExZ6E2Z6MxZaE1Z6ExZ6Mx56BSckHJxajKIk2dQ6YqB6PKRJYqF6PKhFFtIlNlxqg2Y1SZMakUclDIUZHvyFUBCqj49wBL97JKATsF7K2HCjtFjZ2iRqeo0StqHE0anBUtjmYdTooOvdkOe3Sg1pGjcsCktseksSNX7YBZY0+uxh6z2gGz1gGzxnIoWstrk84Zs50Bk84ZnZ099lo19loNdlo19lr19UcN9jo1dhr1DY+a/K+1alQqVYHfVyFExZWelcuFq+lEJWUSnZiKKfYYTskncEs7TWbOZQ44xHPBLtvyfxsQlmVPI6Mfin0Vkr0aYQ5ogp+PL/WDXPFzcZD/K4QQQlRYFTYJPHXqFGazmbp161rPNWzYkKVLl95Udtq0aUybNs36+mryNd6bt4YcM5bDdP3RrFjP5V4/chQw5b1WsCRlyr/Xrc+VvNcKOnMWTkoGzqpMnDDipDKiJwsnjOhVlkdHsnBUXX8ky1rGXWXE8abrRuxUpmJ9XcxAokZNjEZLrFZDjNbymGCnIVGj4apGTaJGQ7JajbkEf8DozAp2CugAnWI5tNeXFFKut6sAiur6axUkqyBLBUY1mFQAputHwdSKgofJjH9uruUwmfDPycU/04R/bi4Bubm4mgtfyyhL0ZGKnjRFTxqWI1XRE4+edMWBVBxJVpxJwtnyqBiuPzeQjBMqtRZ7DdhrwE59/VGjuv4I9urrjxqw16huKAMO18/rtSr0WtBrLed0auQPRiHukmyTQnQ6xKQrRKdff56h4JgVR3f1Htqoj9BHfQpnlZELWi3ve3mwy8MBAPvr/9flquCwQxa/uVzgkbSjvHHmJ7SnVGwz1+MjU1t2aB8gwMWeuh4qGnipcLW//X/fRqNRlsG/D3l7e3Pt2jXU6go9M0cIUQxms5nMzEw2bNhQ1qFYVdgkMC0tDVdX13zn3NzcSE1NvansmDFjGDNmjPW11uDFD8fMN5WzIwcDluTNQAYGVSae1x/dNUZc1EZcVZm4qDIxqDJxVlmuOakzcFIycFQy0CsZqLm57uIwqe0xaR0th84Js9Ybs86RdK0TaXaOKFo9isaBRA1cVucShZFYJZsrSiZXzBnE5aZxJTeVHOXWiZZB54SHvTuVHTzwcPDAQ++Jh94TNwcPnHXOONs5Y9AZMNgZrM8ddY7o1LpSJzA55hwyczMx5hrJzM0kNTuVRGMiyVnJJBmTSDYmkWRMJMmYSEJGPDEZsRw2Jt6yLneNI5XsPKikdSVE7UQl9FQyq/HJyUWdnQbZaeiyUvHMTsUnJw1NTiza3DQ05pxixZqhciRV7UIKBpJxJtFk4EqOC9EmV2JNrsTjSrTixhXFjWSc+bcPtGA6jQpney0GB931x7zD8to577W9Fhe9DjdHO9z0Otwcdbjp7TA4aFGrJYkU4r9MZoXTV1KJuJRMRKTlOBWXSt5nRdVUUTyi3UNPu71Utz9nuUet45pXQ77z9mFW5nGyFRPdK3Xh8RpP0Ny/ORq1hhxzDlsjt7Lg2DyWq/Zz2rMqH6XreTDqHzpoDpKocufL5MdYkNCBhad1NA5x54nGQTzeKBC9XclWe5TVQe8/eSsFuri4VNjVQefMmcPMmTPZuXNnie+9cOECVapUITMzEwcHB5vFdC9ubD5u3DhiY2OZM2fOXWvT2dmZ/fv3U7NmzbvW5r3OZDKh1+vp3Llzufk3X2GTQGdnZ65du5bvXEpKCgaDoch7vbUZ7A35Evuca2hzU9HmpKPJTkVtzi66YeX6AaB1AHsXsDeAQ6Dl0d7FcjhcP2/nDHZO/x66vOeOlms6R+s1jVqDBlAUhaSsJC5du8TFaxetx6XUS1y6dokMY8ZNYRnsDPg7+9PKqQF+Tn74Ofnh7+SPv5M/fk5+eOo9sdfYF/3+7hCdWofOToeLnUux78k2ZROXEUdMWgwx6TFEp0cTlRrF+WvnOZt8nojM/MvpOmodCfUKpY5nc2p71qaOVx0qu1RGrbr+KWtuFmSlgTEZMpMhMxEyEm96dMy4imNmIr4ZSZAZBTnXv96a68cNFLWOHAcvshy8yLT3It3Ok1StJ4kab+LVXsTiRZTZk4QcO1KNOaRl5ZJqzCX2mpFUYw45puLt0KJSgYtDXlKowzVfkvjva1e9DncnHR5O9ng622Gw10oPpLinxKRkcjAymQORyURcSuZwVAoZ2f9+8OXv6sBjoc48qt5Ok6srcEk5Ybmgc4N6AyCsJ6ZKrXh/57v8efFPgg3BvNf6PZr4NsnXjk6to1OlTnQI6cCXB77k+8Pf83/ugcx+dCv+Zzbj8c8XvJ02h7GGP/neYwyzIjVMWHaYT9ed4MmmIYS3qoyfq+3+uBWirCxevJipU6dy5MgRHB0dqV27Nq+++mpZh3XXPf/882zZsoXTp08zY8YMhg8fXtYh3dLJkydp0KABvXr1YtGiRbdVR1paWqnjmDRpErNnzyYpKQmDwUD//v355JNP0Ol0t13nrT54mDRpEidOnCjxew0PD2fu3LkcP36cWrVqAZCdnc1LL73EokWL0Gq1DBs2jA8//PCe/TuqwiaBNWvWRKVScfToUeuGlxEREfmGhxZEYzLilXIMHFzB0RXsg/5N2qxJncu/CZ31tSH/Oa1dqd9HkjGJM8knOZN8hrPJZ62PyVnJN5X1d/Knnnc9KhkqEeISQiWXSgQ6B+Lv5I+zXeGbhVZEdho7gg3BBBuCb7qmKAoJmQmcSzlnOZItj8evHufAlQPWco5aR8I8w6jjWYf63vVp4tsEL89qJQskJxPSrlw/YiEtzvI8NRZV2hXs0uKwS4vDkHwczLm3rsPBFVyDwSsIXALBNQjFJZBs50DSHPy4pvMmNVsh1ZjLtcwckjNzSM7IITkz2/I6I+91DvGpWZy+kpbvD9+C6DQqPJzsLEmhkx0eTnZ4Ottdf25vfe3hZIeXkz0uekkaRfmRlpXLocvJHIxMISIyiYjIZOKuZVmvO9lpaBDkRsMQNxoEutJMexqPEwvh6O+Qmwl2Bmg8BOr0gsptQaMjIyeD0ZtGszNmJ10qdeH91u/jqHMsMAa1Ss3oxqMJNgTz9j9vM3bvx8zuPhvdA8/Anu9w3PIpL0W9xogHnuVXj2F8vzOOmVvOMuef87zQrhovPFgVR7sK+6tW3Oc+//xz3nvvPWbMmMFDDz2Eo6MjmzdvZuHChbRt27asw7urGjRoQP/+/Zk4ceIdqV9RFMxmc6l7iUaMGEGzZs1u697c3Fy0Wtv8fzVgwABeffVVDAYDCQkJ9O3bl+nTp/O///3PJvWXxubNmzl//vxN5999913279/PqVOnMBqNdOnShZCQEEaMGFEGUd55FXqz+AEDBpCens5PP/3ExYsX6dy5M7Nnzy5yYZiy2JQxMzeT00mnOZF4Il/Cl/ifIY/OOmequVWjmls1KrlUsiZ8wYZgHLTyqXJRFEUhMjWSo1ePcjThKEevHuV44nHSc9KtZSq7VOYBvwdo4tuEB3wfwM/JzzaNm82WXsbUGLgWDSmRkHIZUqKuP0Zazt9qWKpaa0kSPaqAe5Xrj5Utz90rg/3NSX52rpmUzBxSMrOtSWJShuX51fRsEtOzSEzPJiEtm8R0y5GWVUCSep1WrcLdye6GhNEeb2d7vAx2eDvb42349/B0skcjQ1SFjeSazJyKSyMiMpmD14d1nr7y77BOtQpC/VxoGOxGw2BXGga7U93HGY0pC44sgZ3fQNwRS+GgZtBkCNR53DLS4rqMnAyeX/88B+MP0rdmXyY2n4hGXfw/uKbsmcLcY3N5tu6zvNzkZcvJpAvw+//Bxb/BvwHmJ39hY5SaT9ae4MyVNPxcHBj3UC0eaxhQ4AcsMhz0/lMRNou/du0aAQEB/PDDD/Tv3/+m63m9Mp06dWLmzJk4ODjw6aefMmDAAMDSqzJp0iR+/vlnUlNT6dq1K19//TXu7u7W4aDfffcd77zzDkajkWHDhvH++++Tm5tLQEAAf/zxhzWZycrKws/Pj/Xr11O3bl2GDx/OypUryc3NpXLlyvz888/Url2b8PBwHB0diY2NZf369VSpUoV58+bRsGFDAGJjYxk9ejSbN2/Gzs6OZ599lrfeeoucnBz8/Pz4888/adq0qbVNf39/1q5dmy+pat++PU8++WSxewLnzp3LRx99RGxsLI0bN2bGjBnWnqf27dvTqlUr/vnnH3bv3s3GjRtxcnLi2Wef5cSJE7Rr146goCCysrKKNRx07ty5rF27ltDQ0GL1juV9H2bPns0777yDXq/n2LFjqFQqaw9ZeHg49vb2REZGsm3bNsLCwvjxxx+L1emSJyEhgf79+1OtWjW+/fbbQstOnjyZWbNmERcXR1BQEO+//z5PPPEEhw8fpmnTpuTk5KDX6wFYsGABffv2RVEU7O3t8fLy4sKFC4XWn52dTZMmTVi0aBF169bN1xMYGBjIrFmzeOSRRwD47rvv+Pbbb9mzZ0+x32tByuNm8RX648mvv/6aYcOG4e/vj8FgYNy4ceViZdAkYxInEk/kOy5cu4BZ+XeuoKPWkepu1Xkw6EGquVWjult1qrlVw9fRV3piSkGlUhHiEkKISwgPVbH8LJgVMxeuXSDiSgT74vaxN3YvS04tYcmpJQAEOQfR1K8prQNb0zKgZYmGrOajVoOjh+XwrXPrMmYzpF+5nhjmJYmXLX9IJl2Aizvg7F833+fkY0kG85JEz2rYedXA27M63sUYAp3HmGMiKSObq2nZ1kTx6g1JoiVhtCSPh6NSSDUWnDSqVVh6EP+THFqTxRvOu+pLP69U3DtMZoVz8WkcjkrhcFQKR6JSOBJ1jcycf3u3A1wd6F7Xj4bBbjQIcqNekGv+HrW0K7DlK9j7A6THW4bXN3semgwF39o3tZljzuHVLa9yMP4g4XXCGdNkTIl/Jkc3Hs3+K/v54cgPNPNrRqvAVpZ/l0NWwZZPYMvHqH/oTJcBv9J+dFt+3n2JaetP8fIvEaw/HseHverh6nj7Q6HEvW3UxlFEpkbe0TaCDcF82enLYpX9559/MBqN9O7du8Ay+/btY8CAAcTFxbFixQoGDx5Mz549cXFxYfz48Rw9epRdu3ZhMBgYMWIEI0eOZMGCBdb716xZw7Fjx7hy5QpdunShevXqPPPMMzz99NPMmzfPmnytWLGCwMBAHnjgAWbNmsXhw4c5e/Ysrq6unDhxAnd3d2udCxcuZNWqVSxevJhXX32Vl156ia1bt2I2m3n00Ufp0qULc+fOJTExkR49ehAYGMiwYcPo27cvCxYssCaBf/zxB97e3rfdqwaWHqeXX36ZNWvW0LhxYyZPnkyPHj04duwY9vaWKTpz5szhjz/+oH79+uTk5FCrVi2GDRvG2LFj2bRpE7169aJfv35FtnX16lXeffddtm/fzqxZs0oU59q1azl48GCBQzV/+uknVqxYwfLly/nkk0/o1asXJ06cKLLX8JtvvuF///sfaWlpeHp6MmXKlCJjqVKlClu2bMHf35+lS5cyaNAgmjdvTr169Zg5c+ZNw0EnTJhQouGgH3/8Md27d7eOIsyTlJREdHS09QMDsCw4eeTIkWLVWxFV6CTQzc2NxYsXl1n7iqIQnR7NiasnOJ54nJOJJzmeeJy4jLh85YKcg+gU0olQ91BqedSihnsN/J385Y/iu0StUlPVtSpVXavSu4bll1l0WrQlIYzby764fSw7s4xlZ5ahUWlo4N2AtkFtaRPYhlD3UNt+n9RqMPhZjqAmN19XFEiNvZ4UnofE8zc8PweXd998jyEAvKqDZw3wqml57lUTXIIs7d3AQafB31WPv6u+WOFm5Zq4mpZNfGqW5UizPCZcf8w7t+9iUqHDU3Ua1b/J4g3JodctnjvZaeTfxj3EZFY4n2BJ+A5dtiR8R6Ov5ft5MThoaRTiZkn4gt1oFOyGj0sBIx9iDll6/Y4sAVM2uIZA1w+g8SDLsOtbUBSFSf9MYnvUdnpV73VbCSCATqPjk3af0G9lP97d+S4re61Ep9FZ/p11GG/5kGb5SPjxIXThKxncsgE96wcwfulhVh+KIeJSMp892ZCmlT1K3LYQd9vVq1fx8vIqdA5XYGAgo0aNAqB3796Eh4dz6tQpmjRpwsyZM9m7dy8+Pj4AvPfee1SrVo158+ZZ7580aRIGgwGDwcDo0aNZuHAhzzzzDEOHDqVLly5Mnz4dnU7HvHnzGDJkCAB2dnakpqZy4sQJmjVrRlhYWL6YevXqRZs2bQAYPHgw33//PQB79+4lMjKS999/H5VKRUBAAGPGjGH27NkMGzaMgQMH0q9fP6ZOnYpGo2HBggXWXs3bNX/+fMLDw2nRogUA48eP5+uvv2b79u106tTJGmNe4rFr1y7S09MZN24carWarl27FnuUwNixY3nppZfw9/cvcZyTJk3CxaXgD8AfeughOnfubH0Pn3/+OTt37rR+nQsyYsQIRowYwfHjx5k3b16xYuvTp0++5x988AG7du0iKCiomO+mYKdPn+ann37iwIEDN13Lmwfp5uZmPefm5obRaLTpMNnypNTvKDu7GIupYOmhKc1k0PIgITOBowlHOZxwmCNXj3A04Wi+uXtatZbqbtVp4d+CMM8wQt1DCfUIxWBX/J4acXcEOAcQ4BxAz2o9AUtSuD1qO9uitrErZhf7r+zn8/2f4633pk1gGzqFdKJlQEvsNKWfB1oolQpc/C1HpZY3X89KtSSGV89YjoTTkHAKovbD+a35y2r14FkNvGqAVyj4hIFPbfCoCpri/dO312oIcNMT4FZ00pielXtTcnhTwpiaxfGYa4UuiKPXaazDT/MSw/8++lx/XtJVGMWdoygKCWnZnIxN5WRcKidjr3EyLo3Tcak3JXwNg92oF+hK3UBX6gW6UsnTsfCkzGyGU2th5wy4sM1yLqQltPg/CH24yJ/n7w5/x4qzK2gX1I63W75dqg8Zgg3BPFvvWT7f/zm/nvqVAWE3/JHY4Elw9oWF/eGn3jB0De7eNflmYGMW7YnknZVH6T9rB+88VpdBLSrddgzi3lTcHrq7xdPTk4SEBHJycgr8+83PL/90CkdHR9LS0oiPjycjI4OWLfP/HlOr1cTGxlpfh4SEWJ9XqlSJqKgoABo1akRQUBCrV6+mdevWbNiwwTqMcNCgQURHR/P8888THR1N7969mTJlijWJuTEmR0dH0tMt00EuXLhAfHx8vl5Ds9lMcLBl3YG2bdvi4ODAxo0bad68OatXr+bTTz8t2RftP6KioujevXu+9x8SEmJ9n3nvO090dDSBgYH5tg2pVKkSycnJhbazbds2Dhw4wHfffXdbcd4Yw63c+H3SaDQEBgbmew9FCQsLo3bt2vzf//3fLbdyu9G8efOYNm2adVhnWloaCQkJxW6rMCNGjOCjjz7C2fnmKTZ551JSUvI9d3BwuCcTQLBBEpg3LrcwiqKg1+ut/xArgtTsVI5dPcaRhCMcvWpJ/GLT//2Py05tRy2PWjxU5SHCPMKo5VGLam7V7nySIO6IAOcA+oX2o19oP7JN2ey/sp/tly1JYV4vobPOmQeDH6RLSBdaB7Yumzma9gbwr285bqQolrmICafh6unryeH150d/598lbQGNnaWn0CcMvGtZEkOfMHCrdFPPYUk42WtxstdSydOp0HKKopCSmUNCWhZXbkgOE673OOYljZFJmUREJlPYtpDO9lq8nO1umSjm72W0w14rCaMtZOWauHQ1g3MJ6ZxPSOd8vOXxTHwaien5PxT0cranUYgbdQIsyV69QFdCPByLv91JVhpELIRd31h6wtVaqNcPWoyAwMbFqmLr5a18deArarrXZHK7yWjVpf9lPiBsAD8f/5lvD31Lr+q9cNLd8DNfrQP0mwu/DIR5j8Gz61C5hfBUsxCaVnbnubl7efP3I0QnZzK2a6hs/SLKrVatWuHg4MCyZcuKNRzxRl5eXuj1eiIiIqhcufJN1/P+wL906RL16tWzPg8MDLSWGTp0KPPmzePixYu0b9/e2ouk1WqZOHEiEydOJCYmhr59+zJ58mTee++9QmMKCQkhKCiowDljKpWKp59+mvnz5xMZGUmjRo2oWrVqid73fwUGBuZrz2w2ExkZme993vihVEBAAFFRUZjNZmsieOnSpUJ76QA2btzImTNnrPWmpaVhMpkIDQ3l5MmTRcZZ1Adjly5dsj43mUxERUXlew/FkZuby9mzZwstc/HiRZ577jk2bNhA69at0Wg0NGrUiLzlS24VZ0k+1Nu4cSNHjhxh5MiR1nNt27blww8/ZNiwYQQEBBAREWF9b8VdcLKiskkSePTo0ULLKIqSb4xteZNlyuJk4kkOJxzmaMJRjlw9wvmUf1cNUqvUVHOrRkv/ltT1qktdr7rUcKthGQYk7jl2Gjta+LeghX8LXmv6GpHXItlwaQPrL65n9bnVrD63Gr1WT7ugdnSu1Jl2ge0KXV3wrlCpwCXAclR9MP+17AxLMnjleP7j8H+GUuscwTvUkhTemBy6BFjqt1moKss+iI52VPcpvJfcZFZIysi2Job/PuZPGM/Fp7P3YhKFLXPl4qDFy9kedyc73B3t8HDS4e5kh4ejXf7H68/v170ZM7NNxF4zEpWUSVRyBlFJmVxOzrQ8JmUSk5J5U2LuqtdR1duJbnV8qelrINTPQKivAU/n29yWJuUy7JoF++eCMQX07tBmDDQbZvl5LKaL1y4ybus4XOxd+LzD5zb7d6rX6hnecDjv7niXecfmMaLBf1aOC30IHp8Fvz0Li56GZ/4EO0eq+xj4bUQrnp27l282nyUmOZNP+zSwSUxC2JqLiwsffPABI0eORK1W0717d/R6Pdu3b2f+/Pm0bt26wHvVajUvvPACr7zyCjNmzMDf358rV66wY8cOHnvsMWu5d955h9mzZxMfH8/nn3/OhAkTrNcGDBjAG2+8wfHjx5k0aZL1/KZNm/Dw8KBu3bo4Oztjb29frMV1mjZtire3N++99x5jxoxBr9dz9uxZoqOjefBBy+/NgQMH0rx5c06fPs2gQYPy3Z+dnY3ZbMZsNpObm4vRaESn0xXa9oABA+jduzdPPfUUjRo1YsqUKdjZ2RU4jLJly5bo9Xo+/fRTXn31VbZs2cLatWuLTMJfe+21fAvVTJkyhTNnzhS5CEtxrV27lr/++ou2bdsyefJkDAYDzZs3L/Seb775hn79+uHh4cHhw4f5+OOPrQuuFCSvs8jb2xuw9AreOCfP19eXqKgosrKyrHMqfX19WbNmTb7EuSAxMTH5Xvv7+7Ns2TIaN7Z8qBgeHs57771Hs2bNMBqNTJ06lZdeeqnQOiuyUieBL7/8cpHdyEC5+iKaFTPrL64n4koEEfERHL96nJwbVmwMcg6ie+Xu1oQvzCOs7P/IF2Um2CWYoXWHMrTuUKLTotlwcQMbLm1g3YV1rLuwDketI10qdaFntZ409Wv6776E5YWdI/g3sBw3ykqF+JNw5Vj+5DD6P2Pl9e7gWxf86l1/rGtJErV3ft9Jjdoyl9DL2Z5aRSzimmsyk5iefcMw1OybhqMmpmdzKTGDg5HJ5BbWxXi9bXdHy96LBgcdBgctLnodLg5aDA43POq1GOz/vW5w0OJkp0Vvp8Feqy7T+Y05JjMZWSZSMi3bjSRn5Fx/nsO169uNWL9eqZae2YJWkHVx0BLo7kiDYFeqeDlRxcuZKl5OVPVywt3JRiMgLu+DnV9beq8Vk2Wea6e3ocFTlp/jEjDmGnll8yuk56bzTedvCDKUfj7JjXpV78Xco3OZc2QOT9d6Glf7/8xHrNcHrp6FzR/CqpctSaFKhaezPT8Pa8Gonw/we0Q0GdkmenlX2EW6xT1u9OjR+Pv7M2XKFIYMGYKTkxN16tThtddeIz4+vtB7P/74Yz766CPatm1LXFwcvr6+9O/fP18S2L17d2rXro3RaOTZZ59l6NCh1mteXl507dqVjRs35rsnNjaWESNGcPnyZRwdHenevTtjx44t8r1oNBpWrlzJ//73P2rUqEF6ejpVq1bl9ddft5apXbs2NWrUYN++faxatSrf/V27dmXLli2AZfjlqFGjmD17NuHh4QW22aFDB6ZOncqgQYOIi4ujUaNGrF692prA/JdOp2P58uU899xzvP/++zz44IMMGjSIrKysW5bP4+zsnG+Io7OzMw4ODtb5mKU1cOBApkyZwqOPPkpYWBjLli0rcorXmjVreOutt8jMzMTHx4d+/frxzjvvFHpP7dq1GTt2LK1bt0atVjN48GBatWplvd6xY0caNmyIv78/ZrOZqKgo64I+np6eeHh4FNrb+N/hy2D5OXN0tPx+efvtt0lISKBGjRpoNBqGDRtWbveDtIUKvUXE7dJ56Kg13bIcrMHOQEPvhtTzrkc9r3rU8ayDu4N7ETUIAXHpcWy4tIFVZ1dx5Krlkyo/Jz8eqfoIPav2pKpb6YaRlJmMRIg/YUkO445Zlt2POwrZN2weq9Za5hn61f03MfStB87eZRd3CSiKQmpWLknXV0VNysgmMT3H8joj23o+MT2blMwcy/6Nxpxi7c34Xw46NXqdBgedBr1Og71Og16nxkGnQaNWoVWr0KhVqFWWR+tx/bVKBblmBZNZIdekkGs2W55fP5djsrw25pjJyM4lM9tEeraJzGwT2SZz0QFiWeX1xgV7fAz2BLrrCXTTWx8NDndo5ENuFhxfCbu/hchdlnNV20OLF6F659seovzujndZfGoxIxuO5IUGL9gu3husPLuSCdsn8GqTVwmvG35zAbMZfhkAJ/+A7p9Ai3//mDCZFcb8GsHyiGha+KpYOPqh+7Ln+X5VEbaIKA/GjBlDenp6iVe7FLYTHh6On58fH3/8cVmHUqGVxy0i7lgSGB8fz/bt2wkLC7Puv1FeuPi4MOfvOTT0bkhl18rlr+dGVDjnUs6x6uwqVp5baZ07WsezDo9Vf4xHqj5S8RcHMpsh+QLEHobYI5bEMPYIpFzKX87Z74bE8HrPoWf1Yi9EU97lmsykZeVyLdOSFOYlh6nGXFLzXmfmkJFjwphtwphrScYyc0wYc8wYc0wYc/59bUnmzJjNYFIsSV1RVCrQqdX/JpAay6O9VoOjXd6htTzaa3Gy0+Cq1+HqqMNNb4erXofb9R5OT2c7PJ3ssdOWwf+Biedg3xw4sAAyEkBjD/X7WhZ7KWiLlWJae2EtY7eMpYV/C2Z2nlmivQBLItuUTZclXXDUOrK69+pb/y4xpsC3HSxbwjy/Od97yzGZGTF/PxuOxzGoRSXefayOrIx7n5AksGixsbHUr1+fdevW0ahRo7IO574lSaBt3LNJYGRkJCNHjuTo0aO0bNmScePG0b59e1QqFcnJydbNHMuLsvpii3ufWTGzL24fK86u4M8Lf5KRm4GDxoHuVbrTt2Zf6nnVu7f+yMtMsvQSxh6BuMOWJPHKCTDdMHRF62CZW5iXGPrVs/whXMBy/vczRVEwK+RLDM2Kki/pq9C9RaYcyyqfe3/8dz9Mj6qWvf0aDgAnz1I3cTn1Mn1X9sVeY8+SR5fgpfcqdZ2F+Xz/53x/+Hu+7vQ17YLa3bpQ1D74votl/8Ln/gLtv8NnjTkmek1bx4kkhVEdq/Nq19A7Gq8oHyQJLNw777zD5MmTefHFF/nkk0/KOpxCDR8+nPnz5990vm3btqxZs8Zm7SxYsIAXXrj1qIa87Q1u5cMPP+TDDz+86XylSpWKXNMDCk4CL126RO3aN+/JCpahoG3btr3ltW3bthW4p/exY8fyrUR6O+rUqcPFixdvOj9hwoR8c07vtns2CXz00Ufx9vamT58+/PLLL2zcuJHp06fTp08fli5dyrvvvktERIQNwrUNSQLF3ZCRk8G6C+tYcmoJhxIOARDqHkrfmn3pUbUHznY3L1F8TzDlWhaiuTExjD0C6Vfyl3MLsQwh9av3b++he2WbLkIjyon4U3BokWWlz9QYy3DiWj0syV+VB0u1Ku2NTGYTz6x7hv1X9jOr8yzLZu53WExaDN2Xdqd1QGtmdJ5RcMG/PoCtn0K7sdDxjXyXlq9ey48XDByMTOarpxvxSP3iL34jKiZJAoW4v9yzSaCnpyfR0dHY29uTnp6Om5sbWVlZqNVqFEXBzc2NlJQUW8RrE5IEirvtZOJJFp9azKpzq0jPSUev1fNwlYd5OuxparrXLOvw7o7UuOvDSA//O5w04ZRlAZA89i6WXkJrr2FdyyqluuJtbi/KkfQEOPIbHFwE0fst51yDockQaDQIDEWs9HMbfjzyI9P3TWdA2ADGNRtn8/oL8tJfL7E5cjOre68m2BB860K52fB9J0vP+bC/IKCh9dK6deto0OJBen61nTRjLkv/rxVh/oUvCS8qNkkChbi/3LNJoIuLC9euXbO+9vDwIDExscDrZU2SQFFWMnIyWHthLYtPLrYuJtPcrzkDaw+kXVC7+29+ao4R4o9bEsIbk8OsGz40Uqktq0Ra5xrWtzx39pVew/Im/SqcXA3HlsO5zWDOBTtnqP0Y1O8PldvarNfvv04mnuTJ1U8SbAjm10d+vav7eP4T/Q8vrH+BZ+o+wytNXim4YOxhmPUgBDaBZ9ZZvxbr1q2jW7du7LuYyJPf7sTP1YEVL7ax3aqrotwxm82cPHmSGjVq3LMbUQsh/pWbm8vp06cJDQ29aSuLCp0EGgwG9u/fb93MsVmzZuzZs8f6ukmTJqSmppa2GZuRJFCUB4fjDzP/+Hz+vPAnuUouwYZgnq71NL2q97p3h4oWh6JA8qV/E8LYQ5bnSRfyl3P0umEo6fVhpV41QPbvvLtSouDUGji2Ai5st/TsqrVQtYMl8avVo8TbO5RUlimLJ1c9yYWUC8x/eD51vEq3sExJmRUz3X/rDsC6J9YVPu93zeuwayY8NgMaDbDccz0JBPh59yXGLz1M2xpezB3arGLPARWFOn/+PGq1Gl9f3yKX2xdCVFw5OTnExcVhNpupUqXKTdcrdBKoVlv2wiqoKpVKhclU8qXV7xRJAkV5Epcexy8nf2HxqcUkZyXjpHPi8eqPM7D2QAKdA8s6vPLDeM0ylC5vSGnsYcs2FrnGf8uodZbVSH1qWfYy9K5lWZTGo6okh7ZiyrFs5XB6veW4cn1hAY09VOto6fUL7W7ZX/IumbJnCnOPzb2j20EUZdreacw+OpufHvqJhj4NCy6YmQxfPWB5PnIv6N3yJYEA4347xKI9kbzRI4zn2lbQrWZEkcxmM1euXCE5ObnAv5+EEBWfSqXCzc0NHx+fW25oX6GTwIpGkkBRHhlzjfxx/g/mH5/P6aTTaFQaulXuxjN1nyHUQ1YMvCWzybIhd15vYd6G98n/WRksX3IYBt6hkhwWlykXYg7Cxe1w4W+4tAOyrg/vd/SCGl0sR/Uu4HD357HtjtnNc38+Rz3vesztPhetumyG1h27eoz+q/rzdK2nGd98fOGFDyyA5f9n2Q6j+0c3JYEZ2bk8/Pk2olOMrBzZhlC/Cr7FjCiUoijWQwhxb1GpVNajIJIE3kWSBIryTFEUdsTsYPaR2eyM2QlA68DWPFv3WR7wfeDe2mLiTslOtyw6c+WEZc5h/MlbJ4cqDbhXAo9q4Fnt+mNVy6NbCNyh/eXKtdQ4y0IuUfstWxtE7oLs68uPq3UQ2BiqdbIkfv4N79gcv2KFmp1K7xW9SclKYUnPJYS4lG5p8dJQFIVHf3+U1OxUNvbdWPjehGbz9UVijsCofazbdTxfEghw4FISfWbuoKavgd9fbIW99j78WRRCiPtAWeUlpf7I9JlnnilWuR9//LG0TVlt2rSJd999l/3796PX64mNjbVZ3UKUNZVKRauAVrQKaMXRq0f58fCPbLi0gb+j/qaeVz2eqfsMHUM63n+LyJSEnRMENLIcN/pvcphwBhLPwvmtcGZ9/rJqnWXLCs9q4FYJXIOuH8GWR2ffMk2ASi3HaNnKI+9rceUExETAtah/y2jsLYuYVG4DlVtDULM7Pr+vJD7e/TGx6bG81fKtMk0AwfLvtnuV7sw8OJM9cXto4d+i4MJqNXR6C37qBZs/Bv1jNxVpFOLOyA7V+XzjaaavP824h2rdueCFEELcd0qdBPr6+lqfJyUl8dNPP9GtWzcqVarEpUuXWLt2LYMHDy5tM/k4OTnxzDPPMHDgQCZOnGjTuoUoT+p41mFq+6lcunaJuUfn8vuZ33ll8ytUda3K8/Wfp3vl7oX3OIj8CkoOzSZL8nP1rCUpvHru+uNZOLMRzDk316XWgUvAv0mhayA4+YCTFzh5/3s4epRNj2J2BqTFWY5rUZB00bK4TnLe4yVQzDe8H61lDmW1jpbevoDGlu05tOVzhco/L/zJirMraBfUjj41+pR1OAA8VPkhZh6cydrzawtPAgGqdYAq7eDgzzjVb3LLIiM7VmfzySvM2nqWbnV8aRRy9+ZZCiGEuLfZdDhoz549eemll+jSpYv13IYNG/j8889ZuXKlrZqx2rx5M08++WSJewJlOKioqBIyE5h/bD4/n/iZjNwMKrtU5vn6z/NQlYfKbC7UPc9sgtRYSLkMKZHXH288IsGYXPD9KjXoPUDvBvaG64fLDc8Nln0Q1VpLYqnRWZLGvOeoLEmoKduyKIsp+9/nuVmW+XnGlH+PjERIuwLZBazIrHO63sNZ1TI/Mm+epGf1cpvw/Vd8RjyPr3gcNWqWPrYUL71XWYdk1WdFH2LSY9jcfzM6dRHzTS/vhe87EefRDN+X1t+yyOm4VB76fBuhfgaWv9garaYC9z4LIYS4yT0xJ9DV1ZXExMR8myDm5ubi4eFxR/YJLG4SOG3aNKZNm2Z9nZyczG+//WbzeIS4WzLMGWxN38r2jO0YFSNeGi86OXWisb4xGpX0DN5tGlMmDllXscu5hl1uCnY5KZbnOSnYX3+uNWWgNWWizc1Aa8pAhW2nY+eq7cnVOJKjdSbbzo0s3fXDzp0sO3cy7X3JcPAhR2uo0PsrKorC90nfczL7JEPchlDPoV5Zh5TPn2l/8mfan4zwGEE1u2pFlm94YjK+SXv4p/6npDpVvmWZpWdNrLuk0L+Gmo5BkgQKIcS95Nlnn62YcwJvFBoaypQpU3j99det56ZNm0ZoaNmubDhmzBjGjBljfR0UFHTTJHwhKprHeZyUrBQWHF/A/GPz+eXaL/xt/pth9YfRs1rPonshRNlRFMjJhKxUS09eTqZlY3VzrqWHz5xjWZXTnGsZsqmxs/QKauzyP9fagb0rOLig1ejQAndvi/Sy8cuJXzgZd5LHqj3Ga21eK+twbhJ8NZg/V/1Jpn8m3R4oxu+Z+n4wqx2tTDuh2623t2ibnUuXaVtZfSmHMX0fxNflXv8uCyGEuNNs2hN46NAhevXqRUZGBoGBgURFRaHX61m+fDn169cvVh19+vQptJfuxnBlOKgQFqnZqSw8vpB5x+ZxLfsaAU4BPFf/OXpV64VOtkAQ94gLKRfou7IvHg4e/PbobzjbOZd1SDdRFIXOizvjZOfEil4rinVP/Gft8U45aNk30PPWvYfrj8UxbN5eejYI4MunGt2yjBBCiIqnrPISm44rqV+/PqdOnWLx4sX873//Y/HixZw+fbrYCSDAkiVL8u2Z899DCHEzg52BFxq8wLon1jG68WgycjN4d8e79Py9J8vPLMdkNpV1iEKUSo45h/HbxpNlyuKDNh+UywQQLKuEtg1qy/mU81y6dqlY95wL7GXp8f37swLLdKntS+cwH1YejObvMwm2CVYIIcR9y+aTC7RaLW3btqV///60bdsWrdb2i1WYzWaMRiPZ2dkAGI1GsrKybN6OEBWNs50zz9V7jrVPrGV049Fcy77GG3+/weMrHmfthbWYb1wNUogKZEbEDI5cPcLQukN5wO+Bsg6nUA8GPQjA1stbi1U+2SUMQlpCxM+QElVgubd71sFOo+aD1ccxm+VDUSGEELev1Elg06ZNi1WuRYsilssuga1bt6LX6+nWrRtxcXHo9foyn3coRHnipHOyJoPP13+euPQ4xm4ZS/9V/dkSuUV61UWFsid2Dz8c/oHanrUZ2XBkWYdTpOb+zbFT27Hl8pbi39RmjGUu6K5vCiwS7OFIeOvKHIu5xvKDBSeLQgghRFFKPSdQr9fzxRdfFPlH5dixY0lJSSlNUzYjcwLF/SbRmMgPh39g0YlFZJuzaeDdgFGNRtHcv3lZhyZEoVKyUnhixRNcy77Gr4/8SmXXymUdUrGM2DCCnTE72dZ/W5FDV9etW0e3rl3h6+aQFgtjjlv2tLyFlIwc2k3ehLO9lo2vPoiDTlYDFkKIiqys8pJSj9Vs3rw5CxcuLLKcLXsChRAl4+HgwdimYxlcezDfHvqWpaeX8tyfz9HcrzkjG42koU/Dsg5RiJsoisI7O94hLiOOd1q9U2ESQLAMCd0etZ0dMTvoUqlL0TeoVND8BVg9Bg7+DE2fu2UxV0cdIztU54M/jjNvxwWeb1f0NhRCCCHEf9l0ddCKQnoCxf3ucuplvjn4DavOrcKsmOkY3JHRjUdT1a1qWYcmhNWy08t465+36FKpC1MfnIqqAu1vGJkaycNLH6Zvzb681fKtQsuuW7fOsm1RdjpMCwNnX/i/XaC+9YwNY46JTlO3kGrMYev/OuDmaHcn3oIQQoi74J5YHVQIUTEEGYL4oM0HLHt0GZ1DOvNX5F88vuJx3v7nbWLTS7blihB3wsVrF/lo90f4Ovrydsu3K1QCCBBsCCbQOZBdMbuKf5OdEzQeDAmn4NymAos56DSM7RbKNWMu32w+a4NohRBC3G8kCRTiPlbVrSrTO0xn/sPzaeTTiKWnl/LIskeYtm8aKVnlYw6vuP9kmbIYu2UsxlwjH7X9CFd717IO6ba08G/BpdRLRKdFF/+mpsNApYZdMwst9miDAGr5GZi34yJX02R1bCGEECUjSaAQggbeDZjdbTZfd/qaEJcQZh+ZzUNLH2L2kdkYc41lHZ64z3y8+2OOJx7nhQYv0NSveCtQl0ct/C1z4UvUG+heCUIfhtPrIelCgcXUahWjOtYgM8fEd9vOlzJSIYQQ9xtJAoUQgGWT63ZB7Vj8yGI+bPMhBp2Bafum8ciyR1h2ehm55tyyDlHcB1acXcGSU0to6d+S4fWHl3U4pdLMvxkAO2J2lOzGJkMBBfb/VGixh+r6UcPHmXk7LpCYnn2bUQohhLgflXphmK1bi7cZbrt27UrTjE3JwjBCFC3blM0vJ3/h20PfkpyVTFXXqoxuPJoOwR0q3PwsUTGcSjrFgNUDcLF3YXHPxXg4eJR1SKXWZ0Uf4jPj2dxvc4H/bqwLw+Qxm+DzhmDKhleOgqbghbxXHIzmpZ8PMLJDdV7rJvvlCiFERVNht4jo379/vtdXr17FZDLh4uLCtWvX0Gg0eHl5ER1dgjkRQogyZ6exY1DtQfSq3os5R+fw07GfGL1pNA29G/JKk1do7Nu4rEMU95C07DTGbB5DrjmXqQ9OvScSQLAMCZ17bC6nk09T071m8W5Sa6DxINj0AZxeB7V6FFi0Rz1/Pttwijn/XOC5tlVkpVAhhBDFUurhoDExMdZj7NixPPvssyQmJpKUlMTVq1d57rnnGDt2rC1iFUKUAYOdgVGNRrH68dX0D+3P4YTDDFk7hFEbR3E66XRZhyfuAYqi8PY/b3Px2kXGPDDmntq3srl/c6CE8wIBGg20LBCzb06hxTRqFaM6VictK5cf/75we0EKIYS479h0TuCnn37K559/jqurZSU3Nzc3pk2bxieffGLLZoQQZcDb0Zs3WrzB8l7L6Va5G5svb+aJFU8wcftEYtJiyjo8UYHNOzaPPy/+SZdKXRgYNrCsw7GpJr5N0Kq17IzZWbIbXQKgZnfLAjHJkYUW7Vk/gMqejsz5+zzpWTJ3VwghRNFsmgRqtVqOHz+e79zJkyfRaks96lQIUU5UcqnElAensKjHIpr5NWPF2RX0WNaDT/d8SpIxqazDExXM1stbmbp3KpVdKvNOq3fuufmmjjpH6nvVZ3/cfkxmU8lubjwEUODgz4UW02rUDGtXlWvGXH7dW3jCKIQQQoCNk8BXX32Vzp07M3bsWL788kvGjh1Lly5dePXVV23ZjBCiHKjjVYfvun7HrM6zqO5WnZ+O/cTDSx9m1sFZZORklHV4ogI4lXSKsVvG4mLvwtedvsZgZyjrkO6Ixr6NSctJ41TSqZLdWL0TOHlbksAi1nB7onEQHk52/Pj3eXJN5lJEK4QQ4n5g0yTwlVdeYeHChSQmJvLHH3+QmJjI/PnzeeWVV2zZjBCinFCpVLQKbMWiRxYxud1kPBw8+CriKx5e+jA/n/iZHFNOWYcoyqmrmVcZtXEU2eZsprefTohLSFmHdMc09rEsorT/yv6S3ajRQb1+kHgOLu8ptKiDTsOgFpWITMxk3dG42w1VCCHEfcLm+wR26dKFH374gTVr1vDDDz/QtWtXWzchhChn1Co13at05/dev/NmizdRqVR8uOtDHv39UVafW41ZkZ4J8a8sUxajN40mOj2at1q8VaE3hC+Ohj4NUavU7IvbV/KbGzxpeYxYWGTRQS0rYa9V8+22c5Ry9ychhBD3OJtO1nv33XcLvPbWW2/ZsikhRDmkU+voF9qPR6o+wsITC/nx8I+M2zaO2UdmM7rxaNoEtrnn5nyJkslbCfRg/EGG1hnK4zUeL+uQ7jiDnYFQ91D2xe1DUZSS/Rvwrw++deHoUuj+MegcCizq5WzPE02CWLjrEnsvJtG08r2xzYYQQgjbs2lP4PHjx/MdmzZt4sMPP+TIkSO2bIbJkydTr149DAYDISEhTJw4EZOphBPuhRB3jKPOkefqPccfvf9gaJ2hnE85z/9t/D+GrhtKxJWIsg5PlKEvD3zJ6nOraR/cntGNR5d1OHdNE98mJBoTuXDtQslvbvAkGFPg1Joiiz7bpgoA3249V/J2hBBC3DdsmgT+/PPP+Y5Nmzbxyy+/4OFh208jzWYzs2fPJjExkW3btrFq1SqmTJli0zaEEKXn5uDGmAfGsLr3anrX6M2BKwcYtGYQL/31EmeTz5Z1eOIu+/HIj3x3+Dvqe9Xnk7afoFFryjqku6ax7/V5gXElnBcIlnmBKg0cXFRk0WreznQO82XD8TguXk0veVtCCCHuCzafE/hfPXv25JdffrFpna+//joPPPAAOp2OSpUqMWDAALZv327TNoQQtuPn5Mc7rd5h2WPL6BzSmU2Rm+i9ojdvbH9D9hi8T/x68lem75tODfcazOg8A0edY1mHdFc18mkEcHvzAg2+ULU9nNkAGYlFFh/aujKKAvN3Xix5W0IIIe4LNp0TmJ2dne91RkYGc+fOxdPT05bN3GTLli3Ur1+/wOvTpk1j2rRp1tfJycmsW7fujsYkhLi17nSntkdtVqetZvnZ5aw6u4rWjq3p5NwJJ7VTWYcn7oADmQdYmLIQT40nT2mfYufmEm6cfo/w1niz/eJ21mXk//1jNBqL/J0UQCj1zBs5uuQjLvt2LrSsoij4OsKCHeepr7qEnUbm4QohhMhPpdhwCTG1Wn3ThPegoCC+//57unTpYqtm8vnyyy+ZPHkyBw4cKHayGRQUxOXLl+9IPEKI4lEUhR3RO/hs/2ccTzyOo9aRgbUHMrj2YFztXcs6PGEjWyK38PKml/HQezDvoXkEOgeWdUhlZtI/k/jt9G+s77MePyc/6/l169bRrVu3wm82psDkGhDcDMJXFdnW7L/P887KY3zapz79HggubehCCCHukLLKS2w6HPT8+fOcO3fOely5coWLFy+WKAHs06cPKpWqwONGP/30Ex9++CF//vnnHe9tFELY1n/3GPRx9OHbQ9/S/bfuzIiYwbXsa2Udoiilv6P+5tUtr2KwM/Bd1+/u6wQQ/h0SeuDKgZLf7OAKNbrAhe2QGltk8SeaBOFop+GnHRdluwghhBA3sWkS+P3331OpUiXrkZeYvf3228WuY8mSJSiKUuCRZ8GCBYwdO5b169dTq1YtW74NIcRdZN1j8LHf+ajtR3jqPfnm4Dd0/607Mw/OJC07raxDFLdh06VNjPprFA5aB2Z1mUVV16plHVKZa+jTEICD8Qdvr4K6TwAKHF1WZFEXBx29GgVyOCqFiMjk22tPCCHEPcumSeDnn39+y/NffvmlLZvh559/5uWXX2bNmjXUrVvXpnULIcqGRq3hkaqP8Ptjv/N+6/dxtXPl64iv6b60O98f/p70HFnpsKJYe2EtYzaPwWBn4IeuPxDmGVbWIZULIYYQ3O3dOXjlNpPAmt3BzhkOLylW8UEtKgHw0w5ZIEYIIUR+NlkY5s8//wTAZDKxfv36fD12Z8+excXFxRbNWE2YMIHk5GTatm1rPde2bVvWrCl6DyUhRPmmVWt5rPpjPFz1YVadXcWsQ7P4fP/nzD06l6F1h/Jk6JP33cqSFcnPJ37mo10f4aX34vuu31PVTXoA86hUKup71+fvqL8x5hpx0Ba88fst2TlC6MNw+FdIugDulQstHubvQtPK7qw6FMPEHmF4OtvfduxCCCHuLTZJAl944QXAssLZ888/bz2vUqnw9fXliy++sEUzVufPn7dpfUKI8ken1vF4jcctvYNnf+fbQ98yfd90Zh+ZzYCwATxV6ylZQKYcURSFryK+4ttD31LZpTIzu8y87+cA3koD7wZsubyFY1ePWfcOLJG6vS1J4LEV0PqlIosPalmZPRcO8Nv+yzzfrtptRCyEEOJeZJPhoOfPn+f8+fP079/f+jxvkZgdO3bw6KOP2qIZIcR9SKfR0bdmX1Y/vpo3W7yJk86JryO+pttv3Zi+bzoJmQllHeJ9z5hr5PVtr/PtoW+p61mXuQ/NlQSwAA28GwClmBdYtYNlSOix5cUq3q2OL26OOn7ZEykLxAghhLCy6ZzAhQsX2rI6IYSwstPY0S+0HysfX8mHbT7E19GXH4/8SPffuvPBzg+ITosu6xDvSwmZCTy77lnWnF9Dp5BO/NDtBzwcPMo6rHKrrldd1Cr17SeBOgfL3MCovZAcWWRxe62GxxsFcjY+nX0Xk26vTSGEEPecUieBNWrUsD739/cnICDglocQQtiCTq2jZ7WeLHtsGdPbT6eaWzUWnVxEj6U9mLh9IicTT5Z1iPeNA1cO0G9lPw4lHOK5es8xrf00ma9ZBEedIzXda3Iw/uDt98zVfszyeHxlsYr3b2rZJ/CXPUUnjUIIIe4PpZ4TOHv2bOvzRYsWlbY6IYQoFrVKTedKnekU0okd0Tv49vC3rDi7ghVnV9DcvzmDaw+mTWAb1CqbDngQWOb/LTi+gKl7p6LT6Pik7Sc8XPXhsg6rwmjg3YBfTv5CdHr07Q2brd4ZdI5wfAW0/L8ii9fyc6FhsBurDsXwVs/aGBx0txG1EEKIe0mpk8A2bdpYnz/44IOlrU4IIUokb9P5VoGtOJJwhHnH5vHnhT/ZFbOLKq5VGFR7ED2r9iz5SozilhKNibz595tsvbyVSi6VmN5+OjXcaxR9o7DKSwIPXjl4e0mgnSPU6GqZF3gtBlz8i7ylf9Ngxi89zMqDMTzdPOQ2ohZCCHEvselH5Lm5ucyZM4eXXnqJZ555Jt8hhBB3Wl2vunza7lPWPrGWoXWHkpCRwLs73qXrkq58eeBLYtNjyzrECm1z5GaeWPEEWy9v5dFqj/LLI79IAngb8haHiYiPuP1Kaj8GKMUeEtqzQQCOdhp+2StDQoUQQtg4CRw6dCjvv/++dWuIGw8hhLhb/Jz8GNNkDBv6bmBcs3E46Zz49tC3dPutG6P+GsXWy1sxmU1lHWaFkZKVwvht4xn11yiycrP4uO3HfNDmA5x0TmUdWoUUbAjG3d6dIwlHbr+SGl1BYw8nVhWruLO9lkfq+3MwMpnjMdduv10hhBD3BJvsE5hn1apVnD59Gi8vL1tWK4QQt8VR58iAsAE8Gfokf0f/za8nf2VL5BY2R24mwCmAPjX78HiNx/HSy/9Zt2JWzCw/s5zp+6aTlJVEu6B2vNXiLXyd5IO90lCpVNT2qs3umN3kmHJurxJ7Z6jaHs5uhMxk0LsVeUv/psH8uvcyv+6N5O2edW6vXSGEEPcEm/YE+vn5odXaNK8UQohS06g1tAtqx1edvmLdE+t4of4L5Jhz+OLAF3RZ3IUxm8ew9fJWcs25ZR1quXEw/iCD1wzmrX/eQq1S81Hbj/iq41eSANpIXc+65JhzOJ18+vYrCX0IzLlwZkOxijcOcaeKlxMrD0aTYzLffrtCCCEqPJtmbGPGjOHJJ59k4sSJNw0BrVmzpi2bEkKI2+Lv7M/IRiN5ocELbIncwq8nf2X9xfWsv7geTwdPHq76MI9We5RQ91BUKlVZh3vXXUi5wJcHvuTPi3+iUWl4utbTvNjoRVzsXMo6tHtKXa+6ABxJOIIrrrdXSc3ulseTa6BenyKLq1QqejcKZOr6U2w7HU/HWpLQCyHE/Uql3PZGRTdTq2/dsahSqTCZys/8m6CgIC5fvlzWYQghyomotChWnV3FynMruXjtIgDV3arTrXI3ulbuSlXXqmUc4Z13LuUc3x76ljXn12BWzHQI7sDLTV6+L957WUjITKDDrx3oXaM3rVJb0a1bt9ur6NsOcPUs/O8saIre+iEyMYO2n26iR31/vn668e21KYQQwmbKKi+xaU+g2SzDS4QQFU+gcyAvNHiB5+s/z6GEQ6w8u5J1F9bxdcTXfB3xNdXdqtO1Ulc6VepEDbca90wPoaIo7I7dzU/HfmLL5S0AtPRvyYiGI2jk06iMo7u3eem98HX05UjCEVrZt7r9ikIfhk3vw8V/oGrR2zQFezjSvIoH64/FkZKZg6te9gwUQoj7kUzgE0KI61QqFQ28G9DAuwHjmo1jT+we/rz4JxsvbmTGwRnMODgDfyd/2ga2pV1QO5r6NcVR51jWYZdYVFoUK86uYOXZlUSmRqJCRaeQToTXCaehT8OyDu++UcezDlsubyHbJ/v2Kwl9yJIEnlxTrCQQ4InGQew6n8gfh2N4qpnsGSiEEPcjmw4H7dChwy0/Ibe3tyc4OJgnnnji9oe82JAMBxVClESuOZd9cfvYFLmJrZe3Eplq2WvNTm1HE98mPOD3AA/4PkA9r3roijEkrywkZCaw9fJWVp5dyd64vQB4OHjwSNVHeDL0SYJdgss4wvvPd4e+44sDX/Cix4sM7zn89ipRFPisPqiA0YegGL3UqcYcHnh/A/WDXFk8vBS9kEIIIUrtnhgO2qpVK2bPns2AAQMIDg4mMjKShQsXMnDgQLKysnjyySeZNGkSo0ePLlU7s2bNYvLkycTHx+Pg4MBDDz3EF198gYuLLFwghLA9rVpLc//mNPdvzrhm47iQcoFtUdvYenkr+6/sZ0fMDgAcNA6WnkSfBtT2rE0dzzr4OvqWyfDRbFM2B64c4O/ov/kn6h9OJp0EQKfW0bVSVx6r/hitAlqhVcuAkLJSx8uyTUNkTik2cFepoNbDsGsmXDkGvkVv/WBw0NGtjh8rDkZz8Wo6lTxlv0chhLjf2LQnsF27dnz55Zc0aNDAeu7QoUO8+OKLbNu2je3btxMeHs6ZM2dK1c758+dxdXXFw8OD1NRUXnjhBdzc3JgxY0ax7peeQCGErWSbsjmccJg9sXvYG7eXg1cOYjQZrdc9HDyo7Vmb6m7VqeRSyXp4671tlhym56RzJvkMJ66e4HjicU4knuB00mmyzZZhhu727rQIaEHrgNa0D26Pq/1trkYpbColK4U2i9rQ2KExc/vPvf2Kzm2GeY9Bxzeg3dhi3bL55BXCZ+/h5c41eLmzrN4thBBl5Z7oCTx48CC1a9fOd65WrVocOnQIgDZt2hAbG1vqdqpUqWJ9rigKarW61ImlEELcDjuNZUhoE98mAOSYcjiTfIZjV49Zj10xu9getT3ffXqtHm+9N556T7z0Xng4eODh4IG9xh47jR32Gnt0ah1qlZosUxaZuZkYc40YTUaSjEnEZsQSlx5HXHocqTmp+er2cPCgqV9Tmvg2oVVgK8I8wlCrbLotrLABV3tXQgwhRGaUoicQoFJrsHe1zAssZhLYproX3gZ7fj8QxehO985iR0IIIYrHpkngAw88wGuvvcaHH36Ik5MT6enpTJw4kcaNLctQnzlzBi8vL5u0tXr1ap5++mmuXbuGo6Mjv/32W4Flp02bxrRp06yvk5OTWbdunU3iEEKIW3HGmWY0o5muGSZvE0mmJOJN8cTnWo6rpqukZqZyKv0UEeYIFEo2KEOLFjeNGz4aH2o61MRb602gLpBAbSAuGhcwAzFwOeYyl5GRD+WVZ44nB0wH+H3N7+jV+tuup75zHfyj/mHTykVk27kX6556rib+uqzw7ZJ1VHaRJFAIIe4nNk0C58yZw1NPPYWrqyuurq6kpKTQokULFi5cCMC1a9f45ptvbNJWjx49SElJ4dKlS8yaNYuqVQvey2rMmDGMGTPG+jooKKhcLFAjhBBgWXgmOSuZJGMS2aZsskxZZJuzyTZlY1bMOGgdcNA4oNfqcdA6YLAz4G7vLr0394C4o3Ec2HsAv4Z+tPBvcfsVBaTCb//QIcAITYr3+80nLIm/ZvxDvD6EF7rVLvoGIYQQ9wybJoHBwcFs376dS5cuERMTQ0BAAMHB/644l9cjWJg+ffoU2qv33ymMISEhdO/enSeffJL9+/fffvBCCFFGtGotXnovvPS2GSkhKo66XnUBOJJwpHRJYPVOoNZahoQ2CS/WLQ2D3QjxcGTloWjGPxyGRi0fKgghxP3ijkwSCQkJoXHjxvj6+pKdnU12dvH3QFqyZAmKohR43Epubi5nz561VfhCCCHEXVHLoxYqVBxNOFq6ivTuUKmVZZGY7PRi3aJSqejZwJ+4a1nsPp9YuvaFEEJUKDZNAiMjI+nZsyeurq44ODig1+uthy39+OOPxMTEAHDu3DneeOMNOnfubNM2hBBCiDvNUeeIr9aXI1ePlL6y0B6Qa4Szm4p9y6MNAgFYcTC69O0LIYSoMGyaBA4fPhyDwcDWrVtxdnbmwIEDPP7448ycOdOWzbB7924aN26Mk5MT7du3p169enz//fc2bUMIIYS4G4J1wcSmx5KQmVC6impenwt4+s9i3xLqZyDU18CaIzFk55pL174QQogKw6ZJ4M6dO/n+++9p0KABKpWK+vXr89133zF16lRbNsPMmTOJiYkhPT2dS5cuMXPmTNzdi7camhBCCFGeBOssc+ePXT1Wuoo8qoBndTizAUqwBfCjDQNIzshh2+n40rUvhBCiwrBpEqjVatFoNAC4ublx5coV9Ho9UVFRtmxGCCGEuGfkJYFHEmwwJLR6F7gWBVeOF/uWRxsEADIkVAgh7ic2TQKbN2/O6tWrAejWrRt9+/alV69ePPDAA7ZsRgghhLhn+Gv90al1NkoCr8+PP7Oh2LcEezjSKMSN9cfiyMw2lT4GIYQQ5Z5Nk8AFCxbQqVMnAD777DM6d+5MgwYNrPsECiGEECI/rUpLqHsoR68eLXAV7GKr3Bq0DnBmfYlue6R+ABnZJjafvFK69oUQQlQINk0CDQYDrq6uAOj1et58800++eQT/P39bdmMEEIIcU+p41WHRGMiMekxpatIp4fKbeHiDshKLfZtD9fzA2D14VK2L4QQokKwyWbx3377bZFlnn/+eVs0JYQQQtxz6njWASzzAgOcA0pXWfXOlp7A81uhVo9i3eLvqqdJJXf+OnGFzGwTejtN6WIQQghRrtkkCRw+fDg1atQgMDDwlkNZVCqVJIFCCCFEAep61QXg6NWjdK3ctXSV1egCa1+3zAssZhII0KOeP/suJrH55BUeqicjeIQQ4l5mkyTwpZde4tdff8Xe3p7w8HAef/xx7OzsbFG1EEIIcc+r4loFB40DJxJPlL4yz2rgXgVOX98qQqUq1m0P1fPj3VXHWH04RpJAIYS4x9lkTuBnn33GpUuXGD58OIsWLSIkJIQRI0awe/duW1QvhBBC3NO0ai013Wty/Orx0i8OA5bewJRLkHCq2Lf4u+p5oJI7G49fkVVChRDiHmezhWG0Wi2PPfYYy5Yt48iRIxgMBlq1asXmzZtt1YQQQghxzwrzDCMpK4m4jLjSV3YbW0UAPFzPn8wcWSVUCCHudTZdHTQrK4tffvmFQYMGMW/ePF588UXq1q1ryyaEEEKIe1KYRxgAx68Wf6P3AlVuCxp7OF2yrSIevj4MVFYJFUKIe5tN5gTu2LGDuXPnsnTpUlq1asULL7xAjx490Ol0tqheCCGEuOfV8qwFwPHE43QI6VC6yuwcLXsGXtgO2elg51Ss2/xcHfINCZVVQoUQ4t5kkySwdevWhIaG8tJLL+Hj48OVK1eYPXt2vjKyOqgQQghRsBpuNdCqtLbpCQTLkNCzf1kSwZrdin3bw/X82XsxiS2n4ule1882sQghhChXbJIEtmvXDpVKxcaNG295XbaIEEIIIQpnp7Gjunt1jifaKgnsAusmWIaEliAJ7FrHl3dXHePPo7GSBAohxD3KJkmgLP4ihBBClF4tj1r8fuZ3rmZexVPvWbrKvGqAW4hl4/gSbBUR5O5I3UAXNhyPI8dkRqex6fIBQgghygH5n10IIYQoJ/IWh7HJfoEqlWVIaNIFuHq2RLd2q+3HNWMuu84llj4OIYQQ5U6FTwI7dOiASqXCaDSWdShCCCFEqdT2rA1gwyGh17eKOPtXiW7rdn0Y6LqjsbaJQwghRLlSoZPAuXPnYjLJhrZCCCHuDTXda6JCZbvFYSq3AZUGzm0q0W01fJyp4uXEn8diMZttsHm9EEKIcqXCJoFXr17l/fffZ/LkyWUdihBCCGETjjpHKrtWtl1PoIMrBDWF89vAlFPs21QqFV3r+BJ3LYuDl5NtE4sQQohywyYLw5SFsWPH8vLLL+Pr61tk2WnTpjFt2jTr6+TkZNatW3cnwxNCCCGKxWg05vud5JblxgHjAX5f8zt6tb7U9VdTgqmevZNdS2eQ7FKr2Pe5pVp6AGeu2kHvarJfoBBC3EsqZBK4detWDh8+zPfff8+lS5eKLD9mzBjGjBljfR0UFES3bsVfLlsIIYS4U9atW5fvd1Ls0VgO7D1AYKNAmvo1LX0Dl9zgx8U098qADsX/3Wc2K8w+vZHTGVq6dn0QVTFXFxVCCFH+lbvhoH369EGlUhV45OTk8H//9398/fXXqNXlLnwhhBCiVGp5WHrrbDYvMLAJ2LuUeF6gWm0ZEnouIZ0zV9JsE4sQQohyodxlUUuWLEFRlAKPqKgoTpw4waOPPoqfnx9Nm1o+Ja1cuTJr164t4+iFEEKI0rEmgbaaF6jRQuW2cHkvGFNKdGu3OpZVQtcekVVChRDiXlLuksCiBAcHc/nyZSIiIoiIiOCPP/4AYNeuXXTo0KGMoxNCCCFKx9XelUDnQNvsFZinWgdQTJYFYkqgRVVPXBy0rDsmSaAQQtxLKlwSqNFo8PPzsx7e3t4A+Pr6Ym9vX8bRCSGEEKUX5hHGuZRzZOZm2qbCqtc/JC3hkFCdRk2nMF+ORF3jclKGbWIRQghR5ipcEvhflStXRlEUHBwcyjoUIYQQwibCPMMwK2ZOJZ2yTYWe1cA1GM6WLAkE6FbHsgr3n0fjbBOLEEKIMlfhk0AhhBDiXhPmEQbYcHEYlQqqtofEs5Bc9KraN2pX0xt7rZp1R2VIqBBC3CskCRRCCCHKmTBPSxJo83mBUOLeQEc7Le1qerPnQiJX07JsF48QQogyI0mgEEIIUc546b3w1ntz7Oox21VapT2gKvG8QLCsEmpWYOPxK7aLRwghRJmRJFAIIYQoh8I8wzidfJocU45tKnTyBP8GcG4LmM0lurVzmA8atUqGhAohxD1CkkAhhBCiHArzCCPXnMvZlLO2q7RaB8hMhNiDJbrNzdGO5lU82HYmgbSsXNvFI4QQokxIEiiEEEKUQzZfHAb+3SritlYJ9SM718yWk/G2i0cIIUSZkCRQCCGEKIdqedYC4HiiDZPAkBag1d/WvMCueVtFyMbxQghR4UkSKIQQQpRDAU4BGOwMnEw8abtKtfZQqRVc2gnZJdv83d9VT71AVzafjCfXVLI5hUIIIcoXSQKFEEKIckilUlHLoxYnEk9gVmyYdFVtD6ZsiNxZ4ls7hfmQkpnD3otJtotHCCHEXSdJoBBCCFFO1fKoRUZuBpGpkbartOqDlsfzW0t8a+cwy5DQjcfjbBePEEKIu06SQCGEEKKcylscxqabxvvWAwc3y1YRJVQnwAVfF3vZL1AIISo4SQKFEEKIcirUIxSwcRKoVkOVthATAZnJJbpVpVLRsZYv5xLSORefZruYhBBC3FWSBAohhBDlVBXXKtip7Wy7QihAlQdBMcPFf0p8a+cwHwDpDRRCiApMkkAhhBCinNKpddRwr2HbFULBkgQCnC/5kNDW1b1w0KnZIPMChRCiwqqQSeCcOXPQaDQ4OztbjwULFpR1WEIIIYTN1fKoRUJmAgmZCbar1KsGOPvd1uIwDjoNbap7sfdiEikZObaLSQghxF1TIZNAgKZNm5KWlmY9BgwYUNYhCSGEEDZXy+P6pvFXbTgkVKWCKu3gyjFIK/mwzk5hvpjMCptPyZBQIYSoiCpsEiiEEELcD/KSwJNJNh4SmrdVxIVtJb61Uy2ZFyiEEBWZtqwDuF2HDh3C29sbV1dXnnjiCSZNmoRer79l2WnTpjFt2jTr6+TkZNatW3e3QhVCCCEKZDQaC/2dlGXOQoWKTcc2ERwdbLN2HbLgQSBy6wKORTmX+P5KBthwNJo/1sShUatsFpcQQog7T6UoilLWQZTUuXPnAKhcuTKnT59m8ODBNGvWjC+//LJY9wcFBXH58uU7GaIQQghRLOvWraNbt26Flum5rCdmxczq3qtt2/jnDQAVjI4o8a2fbTjFZxtO8/OwFrSs5mnbuIQQ4j5RVnlJuRsO2qdPH1QqVYEHQNWqValatSpqtZrQ0FA+/vhjFi9eXMaRCyGEEHdGmEcYl1IvkZZt4735qrSDpPOQfKnEt3YO8wVgo6wSKoQQFU65SwKXLFmCoigFHreiVqsLvCaEEEJUdHmbxp9KOmXbiq1bRZR8ldA6AS74uTiw8YTMCxRCiIqm3CWBxbFmzRpiYmIAy9DQcePG8fjjj5dxVEIIIcSdEeYRBnAHNo1vZ3m8jSRQpVLRMcyH8wnpnI23cQ+lEEKIO6pCJoF//fUXjRo1wsnJiQ4dOtCqVSumTp1a1mEJIYQQd0ReT+CJxBO2rdjZB7zDLEngbYyo6RyWt0qoDAkVQoiKpEImgZMnTyY2Npb09HQuXrzI1KlTcXJyKuuwhBBCiDvCU++Jj96Hk4k23iYCLL2BqTFw9UyJb21VzQsHnZoNslWEEEJUKBUyCRRCCCHuN7U8a3E6+TQ5phzbVpy3X+C5zSW+1UGnoU11b/ZdTCI5I9u2cQkhhLhjJAkUQgghKoBaHrXINedyNuWsbSuu1BpU6tuaFwjQKcwHk1lh88l428YlhBDijpEkUAghhKgA8haHsfm8QL0b+DeAC9vAbC7x7Z1qXZ8XKKuECiFEhSFJoBBCCFEB3LHFYcAyLzAzCeKOlPhWHxcH6ge5svnkFXJMJU8ihRBC3H2SBAohhBAVQJBzEAadgeNXbbxNBNywX+CW27q9Uy1fUo257LuYZMOghBBC3CmSBAohhBAVgEqlItQjlJNJJzErNu5xC2kBat1tzwvsUMsbgE0yJFQIISoESQKFEEKICqKWRy3Sc9KJSo2ybcV2ThDUFC7+A7ex+mjdAFe8nO3ZdFKSQCGEqAgkCRRCCCEqiFoetQA4nngnhoS2g+w0iNpf4lvVahXtQ705FZfG5aQM28cmhBDCpiQJFEIIISqIvCTwjiwOk7df4O0OCQ21rBIqW0UIIUT5J0mgEEIIUUFUdauKTq27M0lg4AOg1d/24jBta3qhUatkXqAQQlQAkgQKIYQQFYROraO6W/U7kwRq7aBSS4jcDTmZJb7dxUHHA5Xc+ftsAsYck+3jE0IIYTOSBAohhBAVSJhnGPGZ8SRkJti+8irtwJQFkbtu6/YOtXww5pjZdT7RxoEJIYSwJUkChRBCiAok1N2yafzJxJO2r7xKO8vj+W23dXvHWpZ5gTIkVAghyjdJAoUQQogKJMwzDLhDK4T6NQB7F7iw/bZur+HjTKCbnk0nr6Aoio2DE0IIYSuSBAohhBAVSE33mvw/e/cdH1WV93H8M5NkSjKTmUnvIQkJvXcQQRQEXcvyKKgUQUVlbSuKCrguirq6FFd3LagriOi6KiIoIosIiI0qvSQQSEJ673XmPn9MMmQgkACp5Pf2dV/3zi3nnpsg5Jtz7jkqVE3TEujiCmFDIHk3VBRf9OUqlX2qiITsEk5mXfz1QgghmkebDYH79+9n1KhRGAwGfH19mTt3bktXSQghhGhyHm4ehHmGNc3gMAAdrgJb5SW/F+joEipTRQghRKvVJkNgTk4Oo0eP5u677yYrK4uEhATuuOOOlq6WEEII0Sw6e3UmoSCBksommJg9Yrh9fYldQodEeaNxVbPlmLwXKIQQrVWbDIFLlizhuuuu4+6770an0+Hu7k7Pnj1bulpCCCFEs+js1RkFhWO5TdAlNKAnaE2XPDiMu8aVwZHebI/Pobi8qpErJ4QQojGolDb45va1115L9+7d2b17N0ePHqVPnz688cYbdOnSpc7zlyxZwpIlSxyfU1NTCQwMbK7qigYoLS1Fr9e3dDXanPb8dbtSn70tP1dbqHtrrGNRUREGg6GlqyGEuEyt8e8X0fqlp6dTWVnZ7PdtkyEwJiaGtLQ0/ve//9G3b19efvllPvnkEw4fPoyrq2u910+YMIHPPvusGWoqGkq+J5emPX/drtRnb8vP1Rbq3hrrGBISwunTp1u6GkKIy9Qa/34RrV9L/blpdd1Bb7vtNlQq1XkXAHd3d2655RYGDx6MRqPhL3/5C4mJiRw71rBuMbfffntTPoK4BPI9uTTt+et2pT57W36utlD3tlBHIUTbJH+/iEvRUn9u2mRL4NSpUwFYsWIFAFarFQ8PD3bv3k23bt1asmpCCCHERZGWQCGEEM2t1bUENsS9997LmjVr2LVrF1VVVbz88st06NCBTp06tXTVhBBCiIsya9aslq6CEEKIdqZNtgQCvP/++7zwwgvk5+fTv39/3nzzTTp37tzS1RJCCCGEEEKIVq3NhkAhhBBCCCGEEBevTXYHFUIIIYQQQghxaSQECiGEEEIIIUQ7IiFQCCGEEEIIIdoRCYFCCCGEEEII0Y5ICBRCCCGEEEKIdkRCoBBCCCGEEEK0IxIChRBCCCGEEKIdkRAohBBCCCGEEO2IhEAhhBBCCCGEaEckBAohhBBCCCFEOyIhUAghhBBCCCHaEQmBQgghhBBCCNGOSAgUQgghhBBCiHZEQqAQQgghhBBCtCMSAoUQQjTYtGnTUKlUqFQqXFxcCA8P57777iMjI6Olq9ak5s+fz549e5qs/GeffZYOHTpcdjkjR450fH9qL1988cXlV1IIIcQVw7WlKyCEEKJt6dmzJ0uXLsVqtbJ3717mzp1LfHw8P/zwQ0tXrck8//zzhISE0Ldv35auSr2uv/565s+f77QvJiamZSojhBCiVZIQKIQQ4qIYjUYGDx4MwLBhwyguLubpp58mOTmZ4ODgFq6d8PHxcXx/hBBCiLpId1AhhBCXpUePHgCcPn3asS8rK4t7770XX19f9Ho9o0aN4tChQ07Xvfjii0RGRqLVagkMDOSWW26hpKQEgOXLl6NSqdi1axcDBw5Ep9PRr18/du/e7bh+y5YtqFQqjh8/7lRuSEjIOS1hb7/9Nl26dEGr1RIVFcXSpUudjv/4448MHToUo9GI2WxmwIABfP/99wCoVCoAZsyY4eheCVBYWMjMmTOJiopCr9fTuXNnFi9ejKIoF/x62Ww2nnrqKSwWC97e3syZMwebzXbOefv27eP666/HYDBgNpu5++67ycvLu2DZF/LBBx8wePBgTCYTAQEBTJw4kfT0dKdzVq9eTZ8+fXB3d8fb25vhw4ezd+9ex/GGfF+FEEK0fhIChRBCXJakpCRUKhVhYWEAlJeXc+211/Lzzz/z+uuvs2rVKlxcXLjuuusoLi4G4MMPP+TVV19l9uzZbNy4kX/+85/4+vpSUVHhVPZdd93F9OnT+fzzz9FqtYwbN46ioqKLqt/f/vY3Hn/8ce644w7WrVvHlClTeOihh1i1ahUABQUF3HTTTcTExLB69Wo+/fRTxo8fT05ODgC//vorAHPmzOHXX391fC4uLsbNzY3Fixfz3Xff8dBDD7FgwQJee+21C9Zn0aJFvPbaazz11FOsXLmSAwcOsHz5cqdzYmNjGT58OK6urvznP//hnXfeYdu2bUyZMqXe51UUhaqqKsditVoB+/fpgQceYM2aNbz99tucPn2aMWPGOELr8ePHmThxItdddx3r1q3jww8/ZOTIkY7g2ZDvqxBCiDZCEUIIIRro7rvvVoYNG6ZUVlYqZWVlym+//aZ06NBBuffeex3nvPfee4per1cSExMd+4qLixU/Pz/ltddeUxRFUR566CFl/Pjx573PsmXLFEB54403HPuys7MVvV6v/OMf/1AURVE2b96sAEpcXJzTtcHBwcpf//pXRVEUJT8/X3F3d1cWLlzodM5DDz2k9OrVS1EURdm5c6cCKAUFBeetD6C899575z1us9mUyspKZcGCBUq3bt3Oe15lZaXi5+enzJo1y7GvvLxcCQgIUMLDwx37Jk2apPTq1Uupqqpy7Kup5549e85b/ogRIxTAaYmKijrnvKqqKiUhIUEBlJ07dyqKoiiff/654uXldd6yG/J9FUII0TZIS6AQQoiL8vPPP+Pm5oZOp3N0L3zzzTcdxzdt2sTgwYMJDAx0tEZpNBoGDx7s6M7Zu3dvvv32W+bPn8/u3bvP24Xy5ptvdmx7eXkxdOhQdu7c2eC6/vrrr5SUlPB///d/Tq1j11xzDQcOHKCiooKoqCgMBgOTJk3im2++obCwsMHlL126lG7duqHX63Fzc+Mvf/nLOd1Ta0tKSiIjI8PpuTQaDddff73TeZs2beKPf/yjU6te7969MZlM9Y5SOm7cOHbu3OlYvvrqK8DevXTs2LF4e3vj6upKeHg4gKO+PXr0ID8/n2nTpvH9999TVlZ2Tp3q+74KIYRoGyQECiGEuCi9evVi586d/Pzzz/z1r39l//79PPPMM47jWVlZbN68GTc3N6dl7dq1JCUlAXDPPffw4osv8p///If+/fsTFBTE3//+93Pu5evre87ntLS0Btc1KysLgMjISKe63HbbbdhsNlJSUrBYLGzYsIHS0lLGjx+Pj48Pt99+e733+eyzz3jwwQe58cYbWbt2LTt27OCZZ56hvLz8vNfUvINX13OdXe/58+ef8zXMz893fA3Px8vLi/79+zuW7t27k5+fz9ixYykuLmbp0qX88ssv/PzzzwCOsNepUye++uor4uLiuP766/Hx8WHGjBmOUNyQ76sQQoi2QUYHFUIIcVEMBgP9+/cHYOjQoWRmZvLmm28ya9YsQkND8fLyYtiwYfzjH/8451qj0QiAWq3miSee4IknnuDUqVO89957PP3003Tp0oWbbrrJcX5mZqajxarmc0BAAABarRbgnPcIaw+e4uXlBcDGjRsxm83n1CcwMNDxHBs3bqS4uJj169fz2GOPOb03WJfVq1dzzTXXOIXXr7/++rznA/j7+zueo7azP3t5eXHHHXfU+Q5gUFDQBe9Rl99++420tDS2b9/ueHczPj7+nPP+8Ic/8Ic//IHc3Fy++uorHnvsMTw9PVm8eHGDvq9CCCHaBgmBQgghLstzzz3HBx98wD/+8Q8WL17MqFGj+Mtf/kLHjh3rDF5n69ChAy+99BLvvPMOR44ccQqBa9eu5ZFHHgEgJyeHX375hb/97W+AfRRQgGPHjtG1a1fA3v2z9iAlgwcPRq/Xk56eznXXXVdvXTw8PLjtttv49ddfWb9+vWO/m5vbOS18paWlaDQax2ebzVbvpOyhoaH4+fmxdu1aRowYAdhD7IYNGxyhFmDUqFEcPnzYEbYvV2lpKYBTfT/77LPznm+xWJg+fTrffPMNR44ccdTpYr6vQgghWi8JgUIIIS6Lv78/06dP5/333+evf/0rd999N2+//TYjR45k1qxZhIeHk5GRwbZt2xg4cCCTJ0/mgQcewNvbm8GDB2M0Gvnmm2/Iy8tzBKMa//znP3F1dSU0NJS//e1veHh4cM899wD2QNW3b1/mzJmDq6srhYWFvPrqq06tUhaLhb/85S88+OCDnDhxgiFDhlBZWcnhw4c5fPgwH3zwAevWrWPZsmXceuuthIaGcurUKVauXMntt9/uKKdTp06sWrWK3r17o9Vq6d+/P6NGjeLxxx/nH//4B507d2bp0qWOKS7Ox9XVlccff5y//OUv+Pj40Lt3b958803HtBM15s+fz4ABA/jjH//I1KlTMZvNJCYmOt6j7NKly0V9jwYPHoy7uzsPPPAAjzzyCHv27GHZsmVO5yxdupTt27dz/fXXExAQwKFDh/juu+94/vnnARr0fRVCCNFGtPTINEIIIdqOmtFBzxYfH6+4uroqixcvVhRFUXJycpQ//elPSlBQkKLRaJTQ0FDlzjvvVPbv368oin30zyFDhihms1nx8PBQ+vXrp6xatcpRXs3ooNu3b1f69eunaLVapU+fPsqOHTuc7nv06FHlqquuUtzd3ZWePXsq27ZtcxodtMYHH3yg9OrVS9FqtYqXl5dy1VVXKR988IGjjPHjxyvBwcGKRqNRwsLClCeeeEIpKSlxXP/DDz8o3bt3VzQajVLzT2dFRYXy0EMPKV5eXoq3t7fy5z//WXnrrbeU+v5praqqUp544gnFZDIpFotFmT17tjJnzhyn0UEVRVEOHjyo3HrrrYrZbFb0er3SqVMn5bHHHlNycnLOW/aIESOUSZMm1Xnsq6++UqKjoxWdTqdcffXVyoEDBxRAWbZsmaIoivLLL78o48aNU/z9/RWtVqtERUUpL774omK1Wh1l1Pd9FUII0TaoFKWeWW2FEEKIZrZ8+XKmT59OZWUlrq7SaUUIIYRoTDI6qBBCCCGEEEK0IxIChRBCCCGEEKIdke6gQgghhBBCCNGOSEugEEIIIYQQQrQjEgKFEEIIIYQQoh1pl0OuabVafH19W7oaQgghBOXl5U4TxQshhGg/MjMzKS8vb/b7tssQ6Ovry+nTp1u6GkIIIQQbNmzg+uuvb+lqCCGEaAEhISEtcl/pDiqEEEIIIYQQ7YiEQCGEEEIIIYRoRyQECiGEEEIIIUQ70qbfCczLy+P+++9n/fr1GI1GnnrqKf785z+3dLWEEEIIIRrMZrMh0zYLceVRqVSo1a2zza1Nh8CHH36Y8vJykpOTSUhI4Nprr6VTp06MGzeupasmhBBCCHFBubm5ZGZmYrVaW7oqQogm4uLigq+vLxaLpaWr4qTNhsDi4mI+//xzdu/ejaenJz169GDGjBl88MEHEgKFEEII0arl5uaSkZFBcHAwOp0OlUrV0lUSQjQyRVEoKysjOTkZoFUFwTYbAmNjY7HZbHTv3t2xr3fv3nz55ZfnnLtkyRKWLFni+JyXl8eGDRuapZ5CCCHEhZSVlcm/Se2Qt7c3ISEhWK1WiouLW7o6QogmZDKZOHHiBNnZ2S1dFYc2GwKLioowmUxO+8xmM4WFheecO2vWLGbNmuX4HBISInMyCSGEaBVknsD2x2azcezYMXx8fHB1bbM/igkhGsjDw4Pc3Fz69u3bat4RbB21uAQGg4GCggKnffn5+RiNxhaqkRBCCCFE/WoGgZEuoEK0DzX/r7emAaDabAiMiYlBpVJx6NAhx769e/c6dQ8VQgghhBBCCOGszYZADw8PbrvtNubNm0dhYSEHDx7k/fff55577mnpqgkhhBBCXNGWL1/O4MGDL+naU6dOoVKpKCsra9Q6TZs2jWeeeaZRy2xpzzzzDNOmTWvWexoMBmJjY5v1nqL5tdkQCPDmm2/i5uZGYGAgo0eP5plnnpGRQYUQQgghGsnnn3/O4MGDMRgM+Pn5MXLkSL7++uuWrlazu//+++nUqRNqtZp33nmnpatzXseOHUOn03HHHXdcchlFRUXExMRcVj0qKip48MEHMZvN+Pj4MGfOnAt2hezQoQN6vR6DwYDBYKBbt26XdX+o+5cCI0eOvOjvX3l5OZ07dyYgIMBpf1JSEmPGjMHDw4OIiAg+/fTTy65zc2rTIdBsNvP5559TVFREamqqTBQvhBBCCNFIXn/9dWbOnMmsWbNITU0lNTWVv/zlL3z11VctXbVm16tXL9566y0GDhzYJOUritIo80XOnDnzkutYVVV12fev8cILL7Bnzx5iY2PZs2cPX375Zb3ha/Xq1RQVFVFUVOT0uldLe+WVV/Dz8ztn/5133knHjh3Jyspi2bJlzJgxg4MHD7ZADS9Nmw6BQgghhBCi8RUUFDBv3jzefPNNJkyYgNFoxMXFhWuvvZZ///vfjvPmzZuHt7c3wcHBfPzxx479FRUVzJ07l4iICHx8fLjrrrvIzc11usfKlSsJDQ3F19eXuXPnYrPZqKiowMfHhx07djjOKy8vx2KxsGvXLsrKypg2bRre3t6YTCZ69erF4cOHneo9fvx4jEYjPXv2ZO/evY5jaWlpTJw4EX9/f0JDQ5k/fz42m81R/s6dO53u6eXl5ajHQw89xLXXXotOp7uor+OHH35I586dMZvNjBo1iqNHjzqOjRw5krlz5zJy5Eg8PDzYsWMH+/fvZ8CAARiNRm688cZzvmb13cvf359Ro0Y16PyabrnLly8nIiKCnj17AvZBTGrqOW3aNB544AFuuOEGjEYjAwcObFDQWbZsGc899xx+fn6EhYXx5JNP8sEHHzT4WRrqzjvvJDAwEJPJxPDhwzlw4AAAb731Fh9//DFLlizBYDBw9dVX8/TTT7Nt2zb+/Oc/YzAYmDJlSr3lx8bG8t///pc5c+Y47Y+Li2P79u289NJL6PV6Ro4cyc0338yHH37Y6M/YVGRcYiGEEEKIFnbfhztJyC5p0nuEe7vz/t0DGnTuL7/8QllZGePHjz/vObt372bSpEmkp6ezdu1apk6dyk033YSnpydz5szh0KFDbN++HaPRyMyZM3n44YedguL69es5fPgwGRkZjB49mo4dO3LPPfdw1113sWLFCkeL1tq1awkODqZ///4sXbqUAwcOcOLECUwmE0ePHnWagPuTTz7hm2++4fPPP+eJJ57g0Ucf5ccff8Rms3HzzTczevRoPvzwQ3JycrjxxhsJDg5mxowZ3H777Xz88ccMGGD/+nz77bf4+vpeVsvfli1b+POf/8z69evp27cvCxcu5MYbb+Tw4cNotVrA/m7lt99+S8+ePamsrKRz587MmDGD2bNns3nzZm699VYmTJhQ772ys7N54YUX+Omnn1i6dOlF1fO7775j3759uLm51Xn8o48+Yu3ataxZs4ZXX32VW2+9laNHj553epPc3FxSUlLo3bu3Y1/v3r3rDY933303NpuNbt268dJLLzFs2LB66z5mzBiWLl2KVqtl7ty53HnnnRw8eJA//elP7Nixg4CAAF555RXH+du3b+eOO+7gwQcfrLdssLesLly4EL1e77T/4MGDhIeHO/3Z6927Nz/88EODym0NpCVQCCGEEEI4yc7OxsfH57zBACA4OJhHHnkEV1dXxo8fj1qtJjY2FkVReOedd3jttdfw8/NDr9ezYMECPv/8c6cuj/Pnz8doNBIVFcVjjz3GJ598AsD06dP59NNPqaysBGDFihXcfffdAGg0GgoLCzl69CiKotClSxend7VuvfVWrrrqKlxcXJg6dSp79uwBYNeuXSQlJfHiiy+i0+kICgpi1qxZ/Oc//wFg8uTJfPrpp476ffzxx0yaNOmyvoYrV65k2rRpDB48GI1Gw5w5cygtLeWnn35ynDN16lR69+6NWq1m+/btFBcX88wzz+Dm5saYMWMaPIfo7NmzefTRRwkMDLzoes6fPx9PT89zgk6NcePGcd111+Hm5sacOXPIz8/nt99+O295RUVFgP21rRpms5mysrLzdjlduXIlp06dIjExkYkTJzJu3DgSEhLqrfv06dPx9PREq9Xy3HPPcejQoUabkH3FihV4enpy4403nnOsqKjI6fng/POVt1bSEiiEEEII0cIa2kLXXLy9vcnKyqKysvK8QfDsgTLc3d0pKioiMzOTkpIShgwZ4nRcrVaTlpbm+BwWFubYDg8PJzk5GYA+ffoQEhLCunXrGDZsGN9//z3vvvsuAFOmTCElJYX777+flJQUxo8fz6JFi/D09DynTu7u7hQXFwP2ro+ZmZlOLTc2m43Q0FAAhg8fjk6nY9OmTQwaNIh169bx97///eK+aGdJTk5m7NixTs8fFhbmeM6a566RkpJCcHCw02Ti4eHh5OXlXfA+27Zt4/fff+e99967pHrWrkNdan+fXFxcCA4OdnqGsxkMBsA+f3ftbZ1Od97Ww6uuusqxPXPmTD799FPWr19/wRY7q9XKvHnz+Pzzz8nMzHR83bKysvD29r7gM9UnNzeXv/71r2zdurXO4waDgfz8fKd9bW2+cgmBQgghhBDCydChQ9HpdKxevbpB3RFr8/HxQa/Xs3fvXjp06HDO8VOnTgGQmJhIjx49HNvBwcGOc6ZPn86KFStISEhg5MiRjhYuV1dX5s2bx7x580hNTeX2229n4cKFLFiw4IJ1CgsLIyQkxHHvs6lUKu666y5WrlxJUlISffr0ITIy8qKe+2zBwcFO97PZbCQlJTk9Z80k4gBBQUEkJydjs9kcgSYxMdERcM9n06ZNHD9+3FFuUVERVquVTp06cezYsXrrWbsOdUlMTHRsW61WkpOTnZ7hbBaLhaCgIPbu3es472Ln8lar1fVOrP7JJ5/w5ZdfsnHjRiIiIigoKMBsNjuuq+u56nvWGvv27SMlJcXRHbiiooL8/HwCAgLYtGkT3bt3JyEhgby8PEeLYFubr1y6gwohhBBCCCeenp689NJLPPzww3zxxReOYLF161ZmzJhxwWvVajUPPPAAjz/+OKmpqQBkZGSwZs0ap/Oef/55CgsLiY+P5/XXX+fOO+90HJs0aRIbN27knXfecZonb/Pmzezbtw+r1YrBYECr1eLi4lLv8wwYMABfX18WLFhAcXExNpuNuLg4p5aeyZMns3r1at5//30mT57sdH1FRQVlZWXYbDaqqqooKyurdzTPSZMmsXz5cnbs2EFlZSWvvvoqGo3GqdWrtiFDhqDX6/n73/9OZWUl33//Pd999129z/bkk08SFxfH3r172bt3Lw8++CDXX38927Ztq/fahvjuu+/44YcfHM9gNBoZNGjQBa+ZNm0aCxYsIDMzk6SkJBYvXnzeubwTExPZtm0bFRUVVFRU8N5777Fz507GjBlzwXsUFhai1Wrx9vamtLSUZ5991um4v78/8fHx5+w7ceJEvc88dOhQEhISHF/T999/H29vb/bu3UunTp2Ijo5mwIABPPvss5SWlvLjjz+ydu1aR7fltkBCoBBCCCGEOMdjjz3Gv/71LxYtWoS/vz+BgYHMnz+fW2+9td5rX3nlFXr16sXw4cMxGo0MHTrUacRPgLFjx9K1a1cGDRrE7bffzvTp0x3HfHx8GDNmDKmpqdxyyy2O/TUjfJpMJqKioggODmb27Nn11sfFxYWvv/6auLg4oqOjsVgsTJgwwRFSAbp27Up0dDS7d+9m4sSJTtePGTMGvV7Ptm3beOSRR9Dr9Xz00UcXvOc111zD4sWLmTJlCr6+vvzvf/9j3bp1jkFhzubm5saaNWv44osvsFgsvPbaaw0awdJgMBAQEOBYDAYDOp2uzmkNLsXkyZNZtGgRFouF1atXs3r16gu+Kwrw17/+lV69ehEdHU3v3r255ZZbnLp2duvWzTFIUFFREY888gheXl4EBATw4Ycf8s033xAVFXXBe0ydOpXIyEiCg4Pp0qWLY1CfGvfeey9xcXFYLBauueYawP5neu3atVgslgsGNo1G4/Q19fLyQq1WExAQ4OjS+umnn3Ls2DG8vb2ZOnUqS5cubVMtgSqlvrbWK1BISAinT59u6WoIIYQQbNiwocGDP4grg9VqJTY2lpiYmAa1YrVXs2bNori4+KJHuxSNZ9q0aeeMsCku3oX+n2+pXCLvBAohhBBCiFYlLS2NlStXsmHDhpauihBXJOkOKoQQQgghWo3nn3+ejh07Mn36dPr06dPS1bmgBx98EIPBcM4ybty4Rr3Pxx9/XOd9akbfPJ+XX365zmu6det2WfVJTEw8b30a611EaLr6Q/M9Q2sl3UGFEEKIFiTdQdsf6Q4qRPvSGruDSkugEEIIIYQQQrQjEgKFEEIIIYQQoh2RECiEEEIIIYQQ7YiEQCGEEEIIIYRoRyQECiGEEEIIIUQ7IiFQCCGEEEJclOXLlzN48OBLuvbUqVOoVCrKysoatU7Tpk3jmWeeadQyW9ozzzzDtGnTmvWeBoOB2NjYZr2naH7tMgQWllXx5ubjfLojkf8dSmN3Qg4ns4rJL62kHc6YIYQQQghRp88//5zBgwdjMBjw8/Nj5MiRfP311y1drWZ3//3306lTJ9RqNe+8805LV+e8jh07hk6n44477rjkMoqKioiJibmsenz22WcMHToUd3f3S/5lwdnq+sXD/PnzL+lZp02bhkql4ujRo459FRUVPPjgg5jNZnx8fJgzZ84VnQtcW7oCLcFaUcK2javJVExkKSby8QBUALi5qLC4a/Dy0OBt0ODlocXbw/7Zy0ODt4cGS/Xay0OD2V2Di1rVsg8khBBCCNHIXn/9dRYsWMBbb73FuHHjcHd3Z8uWLXzyyScMHz68pavXrHr16sXEiROZN29ek5SvKAo2m+2y542cOXMmAwcOvKRrq6qqcHVtnGjg5eXFn//8Z+Li4lrdLw22bNnCyZMnz9n/wgsvsGfPHmJjYykrK2P06NGEhYUxc+bMFqhl02uXLYEVrqUURP6biPCF3BzyDLMDHuJvAU/wpt9zvG1ZyAKXt5lcvJweSf+BA19w7Ld1rP3+BxZ99SszP97NHe/+xujXfqTfi98TPe9b+i7YyHVLtjJh6a/MXLmbeasPsOR/x/jwl1Os25/K9vhsTmQWSUujEEIIIdqEgoIC5s2bx5tvvsmECRMwGo24uLhw7bXX8u9//9tx3rx58/D29iY4OJiPP/7Ysb+iooK5c+cSERGBj48Pd911F7m5uU73WLlyJaGhofj6+jJ37lxsNhsVFRX4+PiwY8cOx3nl5eVYLBZ27dpFWVkZ06ZNw9vbG5PJRK9evTh8+LBTvcePH4/RaKRnz57s3bvXcSwtLY2JEyfi7+9PaGgo8+fPx2azOcrfuXOn0z29vLwc9XjooYe49tpr0el0F/V1/PDDD+ncuTNms5lRo0Y5tTyNHDmSuXPnMnLkSDw8PNixYwf79+9nwIABGI1GbrzxxnO+ZvXdy9/fn1GjRjXo/JpuucuXLyciIoKePXsCOLWQTZs2jQceeIAbbrgBo9HIwIEDOXjwYL1lX3fddUyYMIHg4OAG1x9g4cKFdOzYEaPRSJcuXVi1ahUABw4c4MEHH2Tnzp0YDAYMBgNr1qzh5ZdfZtWqVRgMBjp06FBv+RUVFTzyyCO89dZb5xxbtmwZzz33HH5+foSFhfHkk0/ywQcfXFT925J22RKoUbuiMwRwsCKf7UpVrSMVQBYqJRNfq5WgKiuBVVUMrqoisMpKUFUVAVawqD2pcvEiT20mCzPpNjOnyz1JKPTkZLmB/TYLmZipwO3ce7uo8TFo8DFq8THYWxlrtn0MGnwNWsdns94NtbQyCiGEEFe+T+6A3HNbJxqVJQLu+rRBp/7yyy+UlZUxfvz4856ze/duJk2aRHp6OmvXrmXq1KncdNNNeHp6MmfOHA4dOsT27dsxGo3MnDmThx9+2Ckorl+/nsOHD5ORkcHo0aPp2LEj99xzD3fddRcrVqxwtGitXbuW4OBg+vfvz9KlSzlw4AAnTpzAZDJx9OhRLBaLo8xPPvmEb775hs8//5wnnniCRx99lB9//BGbzcbNN9/M6NGj+fDDD8nJyeHGG28kODiYGTNmcPvtt/Pxxx8zYMAAAL799lt8fX0vuVUN7C1Of/7zn1m/fj19+/Zl4cKF3HjjjRw+fBitVgvYuzh+++239OzZk8rKSjp37syMGTOYPXs2mzdv5tZbb2XChAn13is7O5sXXniBn376iaVLl15UPb/77jv27duHm9u5P7cCfPTRR6xdu5Y1a9bw6quvcuutt3L06NFGazWsLSIigq1btxIYGMiXX37JlClTGDRoED169OCdd97hnXfe4bfffnOcP3fuXI4ePcqnnzbsz/Urr7zC2LFj6datm9P+3NxcUlJS6N27t2Nf7969GxR426p2GQLNOm++vGMLiqJQUFFAanEqKUUpZ9YFiaQUJpFYksHeysI6y7DYSgisyieo8jghlVWEqqvor64ixKWKwKoq3IBKrYVSrQ8Frj7kqr3IxEKqzURipYmT+QaOpxr42epJOZo67+GqVuHlobEHRGOtkGjQ4mOs3m/Q4mvU4uWukcAohBBCiEaRnZ2Nj4/PeYMBQHBwMI888ggA48ePZ9q0acTGxtKvXz/eeecddu3ahZ+fHwALFiwgKiqKFStWOK6fP38+RqMRo9HIY489xieffMI999zD9OnTGT16NK+99hpubm6sWLGCu+++GwCNRkNhYSFHjx5l4MCBdOnSxalOt956K1dddRUAU6dO5f333wdg165dJCUl8eKLL6JSqQgKCmLWrFksW7aMGTNmMHnyZCZMmMDixYtxcXHh448/ZtKkSZf1NVy5ciXTpk1zvMc2Z84c3nzzTX766SeuvfZaRx1rgsf27dspLi7mmWeeQa1WM2bMGK6//voG3Wv27Nk8+uijBAYGXnQ958+fj6en53mPjxs3juuuu87xDK+//jq//fab4+vcmG677Tan7Zdeeont27cTEhJy2WXHxcXx0Ucf8fvvv59zrKioCACz2ezYZzabKSsra9Rusq3JlfdEF0GlUmHSmjBpTXT26lznOaVVpaQWp5JalEpKcYrzuiiFo6UZ2BSb0zVqIFClIcSmIqSygpDSWEJKSwmtrKRfVRUmW3WXUDf7YtWaKdf7UazxId/Fmxy1hXTFwukqEwkVRo6XePJ7lgeFlefvveuqVuFj0OLnqcXPqMXXqMPPWPP5zLaPQYubS7vsBSyEEEK0Xg1soWsu3t7eZGVlUVlZed4gGBAQ4PTZ3d2doqIiMjMzKSkpYciQIU7H1Wo1aWlpjs9hYWGO7fDwcJKTkwHo06cPISEhrFu3jmHDhvH999/z7rvvAjBlyhRSUlK4//77SUlJYfz48SxatMgRYmrXyd3dneLiYsDe9TEzM9Op1dBmsxEaGgrA8OHD0el0bNq0iUGDBrFu3Tr+/ve/X9wX7SzJycmMHTvW6fnDwsIcz1nz3DVSUlIIDg5GrVY7Hc/Ly7vgfbZt28bvv//Oe++9d0n1rF2HutT+Prm4uBAcHOz0DI1pxYoVLFmyhFOnTgH2cJaVldUoZc+cOZO//e1vGAyGc47V7MvPz3fa1ul0V2QAhHYeAhtC76on0hRJpCmyzuOV1kpSi1M5XXiapMIkThdVrwtPc6Awie0qBTQegIfjGqOLjlBXAyEqDSFWhdDyckJKCwgpPEhEaQEd67qRC9g8/ah0D6BU70++my85ah/S8ea0zUJ8uYm4Ug2nC8s5nFJAla3udw9VKvBy1+Br1OLnaQ+H/mcFRT+jDl+jFp3b5b2cLIQQQoi2aejQoeh0OlavXt2g7oi1+fj4oNfr2bt3b53vadX8gJ+YmEiPHj0c27XfH5s+fTorVqwgISGBkSNHOlq4XF1dmTdvHvPmzSM1NZXbb7+dhQsXsmDBggvWKSwsjJCQEMe9z6ZSqbjrrrtYuXIlSUlJ9OnTh8jIun/2a6jg4GCn+9lsNpKSkpyeU6U604srKCiI5ORkbDabIwgmJiZesJUOYNOmTRw/ftxRblFREVarlU6dOnHs2LF661m7DnVJTEx0bFutVpKTky/6Xb+GSEhI4L777uP7779n2LBhuLi40KdPH8d4GnXVs76617Zp0yYOHjzIww8/7Ng3fPhwXn75ZWbMmEFQUBB79+51PNvevXvp3r37ZT5V6yUh8DK5ubgR5hlGmGfYOccURSG3PJfThaedQmLN9pGSVBQUe9OhB+BhxlXtQ6h7AOFaC+EuBsJxJbzSSnhpIX5FmWgLUtFmH8Zsq6LO39vozCghQVR6BFKstYfFTJU3qYqFpCoLJ8o9SSxyJaOogu3x2ZRX2eoqBQBPnasjKPoZtfibdAR42hd/k45Akw5fgxZXaVkUQgghriienp689NJLPPzww6jVasaOHYter+enn35i5cqVDBs27LzXqtVqHnjgAR5//HHeeustAgMDycjI4Ndff+WWW25xnPf888+zbNkyMjMzef3115k7d67j2KRJk3j22Wc5cuQI8+fPd+zfvHkzXl5edO/eHYPBgFarbdCImgMGDMDX15cFCxYwa9Ys9Ho9J06cICUlhREjRgAwefJkBg0aRFxcHFOmTHG6vqKiApvNhs1mo6qqirKyMtzc3C5470mTJjF+/HjuvPNO+vTpw6JFi9BoNOftRjlkyBD0ej1///vfeeKJJ9i6dSvfffddvSH8ySef5MEHH3R8XrRoEcePH3e0nl6u7777jh9++IHhw4ezcOFCjEYjgwYNuuA1VquVyspKKivtgyKWlZWhVqvRaOp+BQpwtNr6+voC9lbB2u/k+fv7k5ycTHl5ueOdSn9/f9avX+8UnM8nNTXV6XNgYCCrV6+mb9++gH0QnAULFjBw4EDKyspYvHgxjz766AXLbMskBDYhlUqFl84LL50XPX17nnO83FpOSlGKo+UwqTCJpMIkEgoS+CnnCFucBq0BvU5PmG9nwoyj6aD3tYdExYXwyirMxdmoClOhIAVVQTKapJ/RVJVhATqcfWONATyDUAKCqHQPoEjnT46LP+lqX07bvDhZ4UVKiYqMwjIyCss5cDqfwvKqs0sBQK0CH4OWAJMOf097MPSvDooBpurFU4eHVv6oCSGEEG3JY489RmBgIIsWLeLuu+/Gw8ODbt268eSTT5KZmXnBa1955RX+9re/MXz4cNLT0/H392fixIlOIXDs2LF07dqVsrIy7r33XqZPn+445uPjw5gxY9i0aZPTNWlpacycOZPTp0/j7u7O2LFjmT17dr3P4uLiwtdff81TTz1FdHQ0xcXFREZG8vTTTzvO6dq1K9HR0ezevZtvvvnG6foxY8awdetWwN798pFHHmHZsmUXnMj9mmuuYfHixUyZMoX09HT69OnDunXrHAHmbG5ubqxZs4b77ruPF198kREjRjBlyhTKy8sv+Gw1o2XW/qzT6RzvY16uyZMns2jRIm6++Wa6dOnC6tWrL/iuKNgHk6n9/dTr9YwYMYItW7ac95quXbsye/Zshg0bhlqtZurUqQwdOtRxfNSoUfTu3ZvAwEBsNhvJycmOAX28vb3x8vLixIkT5y3/7O7LYP9z5u7uDsBf//pXsrKyiI6OxsXFhRkzZjiF6yuNSmmHcxaEhIRw+vTplq7GBVXZqkgpSuFUwSkSCxId64SCBFKLq1sQazFqjHTw7EC4ZzgdPDsQYepApNaHcEWNW1EGFCRDQcpZSzJUFNVdAXdvMIWAKRRMIVQYgsh1CyBDZQ+Kp8o8SC+sIC2/jLSCMtIL7IHRep5uqEat65mWRNOZ1sSAWsHR20MGtxFCtD8bNmxo8OAP4spgtVqJjY0lJibmsueFu5LNmjWL4uLiix7tUjSeadOmERAQwCuvvNLSVWnTLvT/fEvlEmmeaaVc1a7n7WZabi0nqcDeYphQmGBfVy8Hsg44neuiciHUGEoHUwf7u41h1xNhiiDCFIFRY4SyfHsgzEuC/CTIP129VG+nHQTFigbwr156ALhowDMYzKEQHApdQ7B5BpOvCSAdH5IUb1KLITW/jPTqoJhWUMaexFxKKqx1PrObiwo/o44gs45Ak54gs54gs44gk55As45gsx6T3u2i+n8LIYQQou1JS0tj5cqVbNiwoaWrIsQVSUJgG6R10dLR0pGOlnOHkCmqKOJUwSlO5p8kPj+e+Lx4Thac5KfTP7ElaYvTuX56P0cgjDRHEhHSjchuN+Gr9z0TtKxVUJRmD4R1BcXk3+Hkj4D91UZL9dIZwN3H3ppoDoWwcDCHo5jDKHYPI03lR2qpmrR8eytiaq31icxidp6qe3JUvZuLPRia9Y5w6LRt0qPXyG9VhRBCiLbq+eefZ+HChTz00EP06dOnpatzQQ8++CArV648Z//w4cNZv359o93n448/5oEHHqjzWM30BnV5+eWXefnll8/ZHx4ezqFDhy65PomJiXTt2rXOY+vXr2f48OF1Htu2bRvjxo2r89jhw4edRiK9FN26dSMhIeGc/XPnznV651RId9B2o9JaSVJh0plwmB/PyfyTnMw/SUlVidO5BjeDIxxGmaPoaO5IR3NHAj0C626FK8s/EwzzEmuFxOqgWJgKSh0D0Hj4gjkMzOH2tSW8ejucUvcgUottpOaXkZxXSmpeGSl5paTkl5KSV0pqftl5WxQt7m4EmfUEmvQEm3UEmqtbFU32wOhnlMFshBCth3QHbX+kO6gQ7Yt0BxUtxs3FjUhzJJHmSK7lWsd+RVFIL0l3hMKalsP4vPhzupZ6uHk4hcKaxUfvg8q/G/h3q/vmVRVQUB0QcxMgL6HWdiIk7z7nEj0qIo2BRNYOh5E12x1QPIPJL1dIqQ6HqfmlJOeVkVodElPyyjiaVljnO4pqFQR46gixuBNi0RNs0RNi0Ts+B5r0aFwlJAohhBBCiCuThMB2TqVSEeARQIBHAEODhjodyy/PJz4/nuN5xzmee9y+zjvO/sz9TueZtKZzgmFHc0fMOrP9BFcNeEXal7pUltq7muYlQt4p57CYHQdJv9VRbxfMpmDM5nC6msPBqwOEREDPCLB0BncvrDaFzMJye0tivr01MdkRGEuJyyhkx6mcOsoGf6OuOhjaw2HtoBhk1qF1ld/cCiGEEEKItklCoDgvk9ZEH78+9PFz7o+fXZrNibwTxOXFcSLvBMfzjhObE8vudOcWPR+9jyMQRluiiTJHEW2Oxt3N3flGbnrwjbEvdSkvrA6JCWdaD2u2U/fBqW3nXqMz4WKJIMDSgQCvCLBEQGh1SPTsAtVzyRSVV5GcW8rp3BJO59rDYc12fFYxuxLqfjfRz6itMyCGWPQEm/Xo3CQkCiGEEEKI1klCoLho3npvvPXeDAwc6NinKAoZJRmO1sK4XHtA3Je5j99Sz7TkqVARagwlxhJjX7zs62BDMGrVebpgao3g39W+1KUkB3JPQu4pyDlp3845ZV+n7j33fBeNvXupVwQGSwSdvCLoZOkAHSPA0sEeSmuKrqgJidXhMK9mu5TEnBL2JObVWSUfgz0khnq5E+alJ8zLvXrbnUCTHheZCkMIIYQQQrSQNhsCf/31V66//nr69u1LdnY2xcXFbNmy5bJHFRKXRqVS4e/hj7+HP8OChzn22xQbyUXJ9pbD3Dhic2OJzY3lh6Qf+D7xe8d5Hm4eRJujibHE0MmrEzGWGKIt0Xi4edR/c3cv+xLc79xjlWX2VkNHOKy1jt8C1v+de40xCKpbD929OhBtiSDaKxI6RIGug9OppRVWp9bD2q2JSTml7E3KO6d4NxcVwWY9Yd4ejoBYOyQadReegFUIIYQQQojL0WZD4JAhQ+jWrRtbtmzhn//8J2azWQJgK6RWqQk1hhJqDGVk6EjH/rKqMk7knyA2J9YRDI/lHmNv5l6n60MMIU7BsJOlE8HGC7Qans1NB76d7MvZbFb7yKV1BcT0g5Dw87nXePiCVxR4R4FXJHrvKDp6RdGxQyR08jvn9NIKK6dzS0jMObMkVa93nMzmx9hzR021uLs5QmG4t7u0IgohhGh1li9fzjvvvMNvv5373n59Tp06RUREBKWlpeh0ukar05U4sfkzzzxDWloay5cvb7Z7GgwG9uzZQ0zMeV7TEVeENhsC09PT8ff3B2Dv3r08+uijLVwjcTF0rjq6eXejm/eZEUVrupTWBMLY3FjicuPYenorPyT94DhP76on2hJNJ0unM91KLTEYNIaLq4TaxT6PoSkEIuqYz6amm2nOSciJh+wTkHMCsmLrHKwGQ4AjHNrXUei9o4j2iiS6+s9qbYpiH7imdkCsHRL3nc4/55qaVsSaUBjmCIoehHu746Fts/9LCyGEaIU+//xzFi9ezMGDB3F3d6dr16488cQTLV2tZnf//fezdetW4uLieOutt3jwwQdbukp1OnbsGL169eLWW2/l008/vaQyLjTvYEPNnz+fZcuWkZubi9FoZOLEibz66qu4uV16b6e6fvEwf/58jh49etHPOm3aND788EOOHDlC586dAaioqODRRx/l008/xdXVlRkzZvDyyy/XPT3aFaDN/sR44MABevToAcCRI0fo0qVLC9dIXK7aXUqHh5wJZeXWcuLz4h3BMDY3ltic2HNGKQ02BDtaDTtbOhPjVc+7hvW5UDfT0lzIjreHwppwmH3i/C2InsGOYFizVnlH4WfpgJ+nF/07eJ1zSVllrVbE7BISc0odIXHXqVy2xWWdc42fUUsHb3sg7ODj4bRtkIAohBDiIrz++ussWLCAt956i3HjxuHu7s6WLVv45JNPzjsZ+JWqV69eTJw4kXnz5jVJ+YqiYLPZLnveyJkzZzJw4MD6T6xDVVUVrq6N87PCpEmTeOKJJzAajWRlZXH77bfz2muv8dRTTzVK+Zdjy5YtnDx58pz9L7zwAnv27CE2NpaysjJGjx5NWFgYM2fObIFaNr02+1Nh7RBos9nYvn37ef9CWrJkCUuWLHF8zsvLY8OGDc1ST9F49OjpVf2fYlYotBWSWpVKSmWKfV2WwtakrWxO2uy4RqvSEugaSJBbEEGu9iXALQCNStNItTIBfcHQFwxAmIJbVSEeZam4l6biXpaGe1kqHmVpuCfswPXkj05XK6go1fpQogukRBdAsT6IEl0QxfogSrU+UB1gA4FADQwKAAJAUaCw0oXMUsgsVcgshYxShczScg6dLq9z6gtPDfjqwU+vsi/u9m1fPehdr8zfcgnRFpSVlcm/Se2Qr68vBQUFqNWtc17agoIC5s2bxz//+U+uv/56bDYbRUVF9O/fn/79+/Pxxx9jtVp58skn+eCDD9DpdDz//PNMmDABsLeqvPLKK3zxxRcUFRUxatQoFi1ahNlspqCgAID33nuPV199lbKyMu6++26effZZqqqq6Ny5M59//jn9+tl/CVteXk5MTAxfffUVXbp04fHHH+e7777DarUSGhrKv//9bzp37kxFRQVZWVncdNNNjnEi3nnnHXr27AnYe5E988wz/PTTT2g0GiZPnszTTz9NZWUlMTExrF69mr59+zru2alTJ1atWkW/fv2YPHkyAK6urpSWlpKff25vnbp88sknvPbaa6Snp9OrVy8WL17s6GZ54403MmjQILZv386ePXtYs2YN7u7uPPLII8TFxTF06FCCgoKoqKho0P0++eQTvLy86NixI3FxcfVek5CQQK9evXjzzTd59dVX0ev1bN++HbPZzI4dO4iJiWHmzJlotVqSk5P59ddfiYmJ4V//+hddu55nsL5qfn5+2Gw28vPzKSgowGazcfjw4Xrr9MYbb7Bs2TIyMzMJCgpi3rx53HLLLRw6dIgHH3yQyspKDAZ7z693332Xl19+GUVRMBgMeHl5ceDAgQuWX1FRwUMPPcS///1vhgwZQmFhoaNOH3zwAa+99hparRatVstDDz3Ee++9x1133XXBMhvCZrNRWlrK999/X//JzaTNhsDHH3/csV1ff/RZs2Yxa9Ysx+eQkBCuv/76JqubaDkV1gpO5J3gWO4xjuUcc6xPlZxynKNWqQn3DKeTpZPjXcPOXp3x1fs2bZO/okBRhlProSr7BO458bjnHId855ZNXLT2VkPvjuATAz7R4B0NPh1BZ7rgrfJKKkjILuFUdjGnsqrX2cUkZJdwIq0CUJzO9zFoCK9uNYzw9iDcx4MO1S2InjJQjRBNasOGDfJvUjtjtVqJjY3F09PT0fLzyKZHSCpMatL7hhpD+ee1/2zQub/++itlZWVMnjy5zi587u7u7N27l6lTp5KRkcHatWuZOnUqEydOxNPTkyeeeIJDhw6xc+dOjEYjM2fOZO7cuXz88cd4enoC9haZI0eOkJGRwejRo+nWrRv33HMPkyZN4ssvv2TUqFGAvUtqSEgII0eOZOnSpRw7doz4+HhMJhNHjx7FYrFgMpnQaDR88cUXfPPNN3z11Vc88cQTzJs3jx9//BGbzcbo0aMZPXo0n3zyCTk5Odx4441ERUUxY8YMJkyYwJo1a7jmmmsAWL16NX5+fo461HB1dUWv12MyXfjf4Zrnmzt3LuvXr6dv374sXLiQO+64g8OHD6PVanF1deU///kP3377LT179qSyspLOnTszY8YMZs+ezebNm7n11luZMGFCvffLzs5m0aJF/PTTTyxduhQ3N7d6r6n5Pvz4448cOHAANzc39Hr7COlGo9HxNf3vf//L2rVrGTFiBK+++ipTpkzh6NGj9bYavv322zz11FMUFRXh7e3NP/7xj3rr1KVLF7Zt20ZgYCBffvklU6dOZdSoUQwdOpR33nnnnO6gsbGxF9Ud9IUXXuCGG25g8ODBTs+Zm5tLamoqw4YNc9RxyJAhPP300w36XtfHarWi1+u57rrrLru1t7G0yhB42223sWrVqvMeVxTlvMdE+6Zx0dDFuwtdvM90D1YUhfSSdI7mHHUKhhtObeC7U985zrNoLcR42Qef6ezVmRhLDJGmSNxcGikEqVRg9Lcv4UOdjymKfZCa7OOQFVe9jrVvH/mas0MbHn7VobB2QOxon/rCxRWzuwazu4ZeoeZzqpFfUklCTjGnsks4lVVcHRTty+465kX08tDYA6G3BxE+HkT6GojwsW/rNa3jLzIhhBCNKzs7Gx8fnwu+wxUcHMwjjzwCwPjx45k2bRqxsbH069ePd955h127duHnZx80bcGCBURFRbFixQrH9fPnz8doNGI0Gnnsscf45JNPuOeee5g+fTqjR4/mtddew83NjRUrVnD33XcDoNFoKCws5OjRowwcOPCc14FuvfVWrrrqKgCmTp3K+++/D8CuXbtISkrixRdfRKVSERQUxKxZs1i2bBkzZsxg8uTJTJgwgcWLF+Pi4sLHH3/MpEmTLutruHLlSqZNm+YIHHPmzOHNN9/kp59+4tprr3XUsXfv3gBs376d4uJinnnmGdRqNWPGjGnwL4hmz57No48+SmBg4EXXc/78+Y5AWJdx48Zx3XXXOZ7h9ddf57fffnN8nc9n5syZzJw5kyNHjrBixYoG1e22225z2n7ppZfYvn07ISEhDXya84uLi+Ojjz7i999/P+dYzXuQZrPZsc9sNlNWVtao3WRbk1b5RF988UW951yoxUZCoqhNpVIR4BFAgEeA0wilJZUljncMj+Yc5VjuMfZn7md76nbHOa5qV6JMUXTy6uRoOexk6YRZZ27sSoJnkH2JuNr5WGVZ9cA0cbUCYlzd7x+q3ewD0zgCYrQ9JHp3tL/fCJjc3ejpbqZnyLnPUFBWSUJNy2GWPSgmVLci1jUnYrBZT6RvdTisDoiRvh4EmfSoZRRTIYRosIa20DUXb29vsrKyqKysPG8QDAgIcPrs7u5OUVERmZmZlJSUMGTIEKfjarWatLQ0x+fao7qHh4eTnJwMQJ8+fQgJCWHdunUMGzaM77//nnfffReAKVOmkJKSwv33309KSgrjx49n0aJFjhBTu07u7u4UFxcD9hFJMzMzsVgsjuM2m43Q0FAAhg8fjk6nY9OmTQwaNIh169bx97///eK+aGdJTk5m7NixTs8fFhbmeM6a566RkpJCcHCwUxfh8PBw8vLyLnifbdu28fvvv/Pee+9dUj1r16Eutb9PLi4uBAcHOz1Dfbp06ULXrl3505/+xJdffnnBc1esWMGSJUs4deoUYA9nWVnnjoFwKWbOnMnf/vY3R3fS2mr25efnO23rdLorMgBCKw2BDbFlyxaefvppNBoNwcHBrFix4rJGHBLtj7ubO739etPbr7djn9VmJakwydFaWBMQ155Y63Stv7v/OcEw1BiKi7oJWsbcdODf1b7UpihQnFkdDM8KiMfWg2I964G9z3Qn9Y4+073UKwKqWzs9dW70CDHRI+Tcrg+FZZWczComPrOY+Kxi4jOLiM8srnOQGq2rurrV0INIH8OZbV8DJr38fyqEEK3d0KFD0el0rF692vGeX0P5+Pig1+vZu3cvHTp0OOd4zQ/4iYmJjvEdEhMTCQ4Odpwzffp0VqxYQUJCAiNHjnS0Irm6ujJv3jzmzZtHamoqt99+OwsXLmTBggUXrFNYWBghISGOe59NpVJx1113sXLlSpKSkujTpw+RkZEX9dxnCw4OdrqfzWYjKSnJ6TlrN2oEBQWRnJyMzWZzBMHExMQLttIBbNq0iePHjzvKLSoqwmq10qlTJ44dO1ZvPet7FSYxMdGxbbVaSU5OdnqGhqiqquLEiRMXPCchIYH77ruP77//nmHDhuHi4kKfPn0cjTt11fNiXuPZtGkTBw8e5OGHH3bsGz58OC+//DIzZswgKCiIvXv3Op5t7969dO/evcHltzVtNgR27NiRLVu2oNPpmDNnDqtWreKOO+5o6WqJNs5F7UIHUwc6mDpwfYczXTDyyvIcU1cczTlKbG4sv6T8wo+nzwz0onfVE22OdgqHDZ7w/lKoVGDwsy8dhjkfq6qA3FP2LqXZcZB1vHpdx/QWatfq1sMY+3yKPp3AN8b+WXOm7kadGz1Dzm1BtNkU0gvL7OEws4gTmcX2sJhVxPqDaZzdMO9j0FS3HBocwTDS14MwL3fcXFrnAAlCCNHeeHp68tJLL/Hwww+jVqsZO3Yser2en376iZUrVzJs2LDzXqtWq3nggQd4/PHHeeuttwgMDCQjI4Nff/2VW265xXHe888/7xgE5PXXX2fu3LmOY5MmTeLZZ5/lyJEjzJ8/37F/8+bNeHl50b17dwwGA1qttkHvWA0YMABfX18WLFjArFmz0Ov1nDhxgpSUFEaMGAHA5MmTGTRoEHFxcUyZMsXp+oqKCmw2GzabjaqqKsrKynBzc7vgvSdNmsT48eO588476dOnD4sWLUKj0Zy3G+WQIUPQ6/X8/e9/54knnmDr1q1899139YbwJ5980mnKikWLFnH8+HFH6+nl+u677/jhhx8YPnw4CxcuxGg0MmjQoAte8/bbbzNhwgTHYC2vvPIKf/jDHy54TU2rra+vL2BvFTx48KDjuL+/P8nJyZSXl6PVah371q9f7xSczyc1NdXpc2BgoNNgQNOmTWPBggUMHDiQsrIyFi9efEVPQddmQ2Dt30BotdpWO7qWuDKYdWYGBg5kYOCZYZcrbZWczD9pf8+w1ruG+7OcB3gJM4Y5TXbf2aszAR4BTTsIjavGHuR865jotSTHufUwKxYyj8Gxb+HoN87nmkJrhcNaIdHD23GKWq0i0KQn0KRnWEcfp8vLKq0kZJdwMsseDu2tiEXEphex85Tz+4cuahVhXu5E+njQ0c9AlJ+BjtWLDE4jhBDN77HHHiMwMJBFixZx99134+HhQbdu3XjyySfJzMy84LWvvPIKf/vb3xg+fLhjbueJEyc6hcCxY8fStWtXysrKuPfee5k+fbrjmI+PD2PGjGHTpk1O16SlpTFz5kxOnz6Nu7s7Y8eOZfbs2fU+i4uLC19//TVPPfUU0dHRFBcXExkZydNPP+04p2vXrkRHR7N7926++cb538MxY8awdetWwN798pFHHmHZsmVMmzbtvPe85pprWLx4MVOmTCE9PZ0+ffqwbt06R4A5m5ubG2vWrOG+++7jxRdfZMSIEUyZMoXy8vILPpvBYHDq4mgwGNDpdI73MS/X5MmTWbRoETfffDNdunRh9erV9fa+W79+Pc899xylpaX4+fkxYcIEnn/++Qte07VrV2bPns2wYcNQq9VMnTqVoUPPjKEwatQoevfuTWBgIDabjeTkZG6//XY+/vhjvL298fLyumBr49ndl8H+58zd3R2Av/71r2RlZREdHY2LiwszZsxotfNBNgaV0sZfoDt58iR33XUXW7duRaNp2LD/ISEhnD59uolrJtojRVHILM10CoXHco+RUJCATbE5zjNqjE5dSTt5dSLKHIXWpe5/GJpFVbl91NKsY5AZe2adHQdVZc7nunvXajGstTaF2FsoGyCnuMLepbSmi2n1dkJ2MZVW57+W/Ixaov0NdPQ1OAVEX4P2ip3EVbQfMjpo+1MzOmhMTEyrGSmwNZo1axbFxcUsXbq0pavSbk2bNo2AgABeeeWVlq5Km3ah/+dbKpe02ZZAgNzcXCZPnszy5csbHACFaEoqlQo/dz/83P2cJrwvrSrleO5xp3cNj+QcYVf6Lsc5LioXIkwRZ4KhpRMxXjH46H3qulXjc9XW/e6hzQp5iWdaDGvCYcYhSPzF+Vw3D/u7hme3HNZ677CGl4cGLw8v+nfwctpfZbWRmFPC8YwijmcWcTzdvt6bmMfPx7OdzvXUudLRz0C0n9HRatjRz0CwWQamEUKItiwtLY2VK1fKHJpCNJE2GwLLy8uZMGECL7/8Mp06dWrp6ghxQXpXPT18e9DDt4djn02xkVyUTGxOLEdzjzrC4br4daxjneM8H72PIxB2tnSmk1cnwj3DcVU30/++ahd7iPOKgJharRU18x5mHasOh7Fn1ql7zyrDFbyiarUcdjoztYXG+Z1JVxd19XuCBsbU2q8oCqn5ZRzPKCIuo4jjGUWcqA6KZ49cqnNTE+ljqA6IZ8JhuLcHGlfpOi6EEK3Z888/z8KFC3nooYfo06dPS1fngh588EFWrlx5zv7hw4ezfv36RrvPxx9/zAMPPFDnsZrpDery8ssv8/LLL5+zPzw8nEOHDl1yfRITE887Yfz69esZPnx4nce2bdvGuHHj6jx2+PBhp5FIL0W3bt1ISEg4Z//cuXOd3jkVbbg76Ntvv81zzz1Ht27dALj//vu56667GnStdAcVrVlBRQGxOfZBaGJzYzmWc4y43DgqbBWOc7QuWqLMUY75DGtCoqfmwiOINZuyfPv7hpnHIPPomYCYlwC1usUCYA4D3y7g1/nM2qcTaNwbfLvsovIzLYe1AmJKvnM3Vle1ikhfD2L8jXTyNxLtb6RTgJEwL3dcpOVQtBDpDtr+SHdQIdqX1tgdtM2GwMshIVC0NVW2KhIKEjiWc4yjuUcdITGr1HlqhmBDsD0U1nrXMNgQjFrVSlq/Ksuqp7Go9d5hxlH7PltlrRNVYAl3Doe+1S2IbvoG366ovMreWlgdEOPSi4hNLyQxp8TpPK2rmmh/gyMcxvgbiQkwEmTSyTuHoslJCGx/JAQK0b60xhDYZruDCtGeuKpdiTJHEWWO4gZucOzPKs1yBMKa9w1/PP0jm5M2O87xcPMgxhJDjCWGzl6d6WTpREdLR/SuDQ9TjcZNBwHd7Utt1krIiYeMI/aWw5r18Y0QW7s7jQosHcCvC/h2PrP2ibGXfRaD1pVeoWZ6hZqd9heXV3E8o4hj6YXEphUSm1FEbFohB8+a/NagdSXG30CnACPRfvZWwxh/Iz4GjYRDIcQlq/n7ox3+Hl6IdulCcx22FGkJFOIKU24t50TeiXNGKC2sKHSco1apCTOG2UNhrekr/Nz9WtVfUFRVQM6Jc8Nh9glQrGfOU6nBEnFWOOwE3tF1hsPzyS+pJDajkGNphcSm25djaYXkllQ6nefloSGmuuUwprpLaacAo0xlIS6JtAS2TydPnkStVuPv71/vcPtCiLarsrKS9PR0bDYbERER5xyX7qDNSEKgaG8URSG1ONURCGNzYzmac5SkwiSn8yxaCzFeMU7TV0SaInFzaWU/oFRV2LuQZh6xdyetWefEnxsOvSKdWw39utjDoWvDRhRWFIWsogpHIIxNL+RYeiFx6UUUlVc5nRti0dMl0JMugZ50DTTSJdCTUIu7jFQqLkhCYPtks9nIyMggLy9PWgSFuIKpVCrMZjN+fn51zmsuIbAZSQgUwq64spi43Dindw3j8uIorSp1nOOqdiXKFHXOnIbeOu/W1WoI9rkOs+KcWw0za8JhrQFp1K72LqR+1VNi+He3b1/EPIeKopCSX0ZsWiFH0wo5mlbAkdQCTmQWY7Wd+WvVoHWlU4CRLtWhsEugJ50DjLhrpDe+sJMQ2L4piuJYhBBXFpVK5VjOp9WGwNjY2AYVpFar6dixY6NUqqlJCBTi/Kw2K0mFSU4D0BzNOUpGSYbTeWatmShzFB3NHelo7ujYtugsLVTzC6gss096X9NqmH7YPs9hXqLzeVqTPRTWhEO/bva1ztTgW5VVWjmeUcThVHsoPJJawOGUAgrKzrQaqlQQ4e1RHQrPhMNAGYimXZIQKIQQ7VerDYFqtRqVSlXvb6j0ej3FxcWNWrmmIiFQiIuXV5bn6Ep6Iu8Ex/OOcyLvBEWVzvMTeem8iDZHOwayqQmIJm3Dg1SzKSuwtxhmHLIHw/RD9u2yfOfzTKHnthr6REMDu8nWtBoeSakOhmkFHEkt5FR2MbX/ajXp3egSaKRroIkeIZ70CDYR4WOQ6SuucBIChRCi/Wq1IdBoNFJYWHihUwCwWCzk5uY2WsWakoRAIRqHoiikl6Q7AmHtde0upQB+ej+nYNjR0pEoUxQGjaGFan8eigIFKZBxGNIPVrcaHrbPc1h7Ggu1m33wGadWw27gGdTgLqUlFVUcTSt0tBgeSS3kaGoBxRVn3mt017jQLciT7sEmegSb6B5sIspXguGVREKgEEK0X612ioglS5Y0qKCFCxdedmWEEG2LSqUiwCOAAI8Argq+yrHfpthILU51CoZxuXH8nvE7v6b+6lRGgEcAUeYoR+thR3NHIkwReLh5NPfj2KlUYAq2L9Gjz+y3VtrfN8yoaTGsXh/4DA7Uul5nAv8eENADAnva176d62w1dNe40jfMQt+wM11obTaFhJwSDiTnc7B6OZCcz85TZ37JpndzoWuQpyMU9gg2EeXrgatLK5kPUgghhBCtmgwMI4RoNlablZSiFHswzLcHwxN5JziZf5IKW4XTuQEeAUSaIok0RRJhirBvmyPx0nm1UO3Poyzf3qW0dqth2kGoNSUHLhp7EAzoeSYY+ncHnWeDbqEoConVwfBAcj6Hkgs4kJxPfumZlkmdm5ougfZg2CPYRO9QM1G+BhmZtA2QlkAhhGi/Wm130B9//LFBBV199dWNUqHmICFQiNalylbF6cLTjpbD+Px44vPjOZV/ijJrmdO5Fq3FHgrNkY6QGGmKJMAjoPUMqmKzQd4pSDsAqfvt67QDUJjifJ4lolaLYfViDGhQd1JFUTidW+oIhjWthrXnNDRqXekZag+EvUMt9A4142vUNvLDisslIVAIIdqvVhsCAwMDnT5nZ2djtVrx9PSkoKAAFxcXfHx8SElJOU8JrY+EQCHaBptiI6Uohfj8eE7mnyQ+P54TeSeIz4+nsML5XWW9q/5MKDSfaT0MNYbiqm4l0zEUZUL6WcEwO855+gp3n3ODoXdHqGNuobMpikJyXin7T+ezNymPvYl5HEjOp7TyzDuGwWY9vcPM9Ak10yvUTPcgE3qNS1M8rWggCYFCCNF+tdoQWNuSJUuIi4vjlVdewWQykZeXx9y5c4mOjubxxx9vyno2KgmBQrRtiqKQXZZNfF68IxjWhMTM0kync13VrnTw7HCmS2l1SOzg2QGdq66FnqCWipLqLqT7z4TD9ENQe2AdjRGCelcvfSCoL1g6NKjFsMpq41h6IXuT8tiXlMfepDziMooco5K6qFV0DjDSJ8zMgA5e9O/gRbBZ3xRPKs5DQqAQQrRfbSIEBgQEkJiYiEajcewrKyujQ4cOpKWlNUkFm4KEQCGuXAUVBfZAWB0Q4/Pjic+LJ7koGYUzf92pUBFsCHbqVlrTzdRT07B39ZqMzQrZx+2BMOV3SNkLqXuhotZ0HDpzdSDsA8F97WvP4AYFw8KySg6czuf36lC4NymPzMJyx/Egk45+HbwY0MFC/3AvOgUYZTTSJiQhUAgh2q82EQJDQkJYt24dvXr1cuzbt28fN954Y5sKVRIChWh/yqrKOFVwyikcnsw/yamCU1TZqpzO9dX7OoXDKHMUEaYIvHXeLffeoc1mD4Ype+zBMHmPvfWwqtY7kx6+9lbCmnAY0h88fOotuub9wl0JOew8lcuuUznEpp8JnEatK33CLQwIt9C/gxe9Q83ShbQRSQgUQoj2q9VOEVHbE088wXXXXce0adMICwsjMTGRDz/8kDlz5jRV/YQQolHoXHV09upMZ6/OTvurbFUkFSadee8wL54T+SfYn7mf7anbnc41aU1Og9FEmiOJMkU1z6A0ajX4xtiXXnfY91mrIPOoczA88QPEbThznSUCQgdCyAD74t8dXJz/6lepVIR6uRPq5c4f+4QAkFdSwZ7EXEco/C0+mx9j7V1tXdUqugWbGBThxZBIbwZEeGHQtpL3LoUQQghRr4ueImLjxo18+umnpKSkEBQUxMSJExkzZkxT1a9JSEugEKI+NsVGenE6J/JPOLUensg7QUFFgdO5Zw9KU7MdYgxp/kFpqsrt7xSm7IHTuyBpB+ScOHPczd3eWhg6AEKqw6HBt95iy6usHKyer3DXqVx2JeSQVz0SqYtaRY9gE0OivBkS6U3/DhbcNRIKG0paAoUQov1qE91BrxQSAoUQl6pmUJqT+ScdI5XWhMSzB6VxU7sR7hlOlDnqnEFpNC6a89yhCRRnw+mdcHqHPRQm74HK4jPHLR3sgTBsMIQPA99O9b5baLMpxGYU8uuJbH45kc32+GwKyuzdat1cVPQKMTtCYd9wCzo36T56PhIChRCi/WozIXD37t38+OOPZGVlUfvSl19+udEr11QkBAohmkJBRQHxefHOATHfPihNbWqVmlBjKBGmCKJMUU6th+5u7k1fUZvVPiJp0g57ODy7tdDdG8KG2ANh+FD7lBXqC4c4q03hSGoBv57I5tf4bHaczKGo3B4KdW5qBkd6c3W0L1fH+BLl69F65nRsBSQECiFE+9UmQuBbb73F7Nmzuf766/n222+54YYb+N///sfNN9/MJ5980pT1bFQSAoUQzam0qpRT+accXUtP5p/kRP4JkgqSqFKcB6UJ8AggyhRFlDmKaEs00ZZookxRTT+dRXE2JP0GCb9Aws+Quu/M/IUaY3Ur4VB7MAzuCy5uFyyuymrjQHI+v5zIZltcJrsTcqm02v+5CTbruTrGh6ujfRna0QeT/sJlXekkBAohRPvVJkJgx44d+fDDDxk2bBgWi4Xc3Fz+97//8fHHH/Phhx82ZT0blYRAIURrUGmtJLEw0dGl9ES+fb7Dk/knKbeembJBrVITZgxzhMIYcwzRlmhCjCGoVfVPIn9Jygrs3UcTfrEvybvBWmE/pjHYw2DkSPvi16Xe7qNF5VX8diKbH+My+TE2k1PZJdXPBr1DzYyI8ePaLn50C/Jsd62EEgKFEKL9ahMh0NPTk4IC+4AI3t7eZGZmolar8fLyIicnp8kq2dgkBAohWjOrzcrpotPE5cYRmxtLXG4ccXlxJBYkOs11qHfVE2WytxjGWGIca4vO0viVqiy1B8FTP0H8VntArJlaw8PvTCCMHAGmkHqLS8wuYWtcJttiM/nlRLaj62iQScd1Xf25ros/gyK90Lpe+e8SSggUQoj2q02EwO7du7N27VoiIyMZMmQIs2bNwsfHhzvvvFMmixdCiCZWWlVKfF68PRjmxdnDYW4c2WXZTuf5u/vTxbsLXb260sW7C529OuPv7t+4LWzlRfYWwvgtcHIrpB88c8w72h4Io8dAxHBw01+wqEqrjV2ncvn+SDobD6eTmGNvJTRoXRkR48t1Xf24ppMfZvdmHEynGUkIFEKI9qtNhMCPPvoIX19fxo4dy/r167ntttuoqKjgjTfeYObMmU1Zz0YlIVAIcSXJKctxBMJjucc4mnOU47nHnd439NJ50cWrC128uzjWIYaQxguGRRlw8keI3wwntkBB9d+xrnqIuBqiR0PM9WAOu2AxiqJwPKOIjUfS+f5wOr8n5aEo9mkoBnSwMLprADf0CCDQdOFg2ZZICBRCiParTYTA9PR0fHx8cHGxd8+pqKigoqICg8HQZBVsChIChRBXunJrOcfzjnMk+4h9yTnCsZxjVNgqHOcY3Yx09u5MT5+e9PS1Lz56n8u/uaJAVpx90vrYDZD465muo76d7S2Enf9gn6NQfeF3GjMLy9l8NIONR9LZFpdJWaV9sJq+YWZu6BHIDT0CCTK37UAoIVAIIdqvVh8CFUXBw8ODwsJCRwhsqyQECiHao0pbJSfzTzpCYc26tKrUcU6wIdgpFHb26nz5cxqWFdhbCOP+B3EboSjdvt/gD51vhC43QYfh9Y44WlphZWtsBusOpLHpSDolFVYA+oSZubFHIH/oGUSAqYlHUW0CEgKFEKL9avUhEKB///6sWrWK8PDwpqxTk5MQKIQQdlableN5x9mftZ/9mfYlPj/ecdxN7UYX7y709u1NP/9+9PPvh0lruvQb2myQ+jsc+QaOfA3Zcfb9OhPEjLMHwo7X1vseYVmllS3HMll3INURCFUqGBLpza19ghnbPQBPXduYekJCoBBCtF9tIgQuXLiQjz76iEceeYSwsDCnd0nGjBnTJBVsChIChRDi/AoqCjiYeZB9WfscwbCgwj4ytAoVMZYY+gf0p79/f/r597u80Ugzj8GRtfZQmLrXvk9jtIfBHrdBxAhwcb1gEWWVVjYfzeCrvclsPppJhdWGxlXN6C7+3NI7iJGd/NC4NtFUGo1AQqAQQrRfbSIERkRE1F2ISkV8fHydx1ojCYFCCNFwiqIQnx/PrrRd7Eq3L1mlWY7jHc0dGRI0hGFBw+jn3+/SJ7bPS4TDa+HgKkjZY9/n4Qvd/gg9bre/Q1jPQDb5JZV8ezCVr35PZvtJ+9RFXh4abu0dzMQBoXQKMF5a3ZqQhEAhhGi/2kQIvFJICBRCiEunKAoJBQmOQLgjdQeZpZkAaF209PPvx9CgoQwLGkaUOerSRiDNPgEHvoADn0H2cfs+czj0nAB9JoOlQ71FJOeVsmZvMl/sOk18VjEAvUJMTBgQyk29glpNd1EJgUII0X5JCGxGEgKFEKLxKIpCXF4cvyT/ws8pP7M7fTeVtkrAPmfhyNCRXBt2Lf0D+uOmvsjgpSiQug8OfG5vISxMte+PHAl9p9pHGXXV1lu/XQm5fLYziW/2p1JaaUXnpuaG7oFMGhxO3zBz486heJEkBAohRPvVakPggAED2LlzZ70FDR48mN9++63RKtaUJAQKIUTTKaksYVf6Ln5J+YVtp7eRWJgIgElrYmTISK4Lv44hQUPQulw4vJ3DZoUTP8CeFXDsW/u0E3ov6HWHPRD6dam3iKLyKr7Zl8Jnu5LYk5gHQLcgT6YMDufm3kG4ay78/mFTkBAohBDtV6sNgXq9njfeeIP6Ggxnz55Nfn5+o1auqUgIFEKI5qEoCifyTvB94vdsStzE0ZyjAOhd9QwPHs71Ha5nROiIiw+ERRmw71N7IKwZYTRkIAx6ALreUu90EwBH0wpY+VsCq/ckU1xhxahz5bZ+IUwZHE6kb/PNfyshUAgh2q9WGwJHjhzZoG4yGo2GDRs2NFrFzqeqqgo/Pz/y8vJwd3cHoLy8HLVazeuvv86DDz5YbxkSAoUQomUkFSbxQ+IPfJ/wPXsz9wJg1BgZ22EsN0fdTC/fXhfXNVNRIPE32PMhHFoNVWVgDIKB90G/6eDuVW8RhWWVfPV7Mit+TSAuowiAq2N8ue+qCIZH+zR5V1EJgUII0X612hDYGn322WcsWrSIHTt2AHDNNdcwdepUpk+fXuf5S5YsYcmSJY7PeXl5rFq1qlnqKoQQom751nx+L/ud3aW7Sa2yv+vn7eLNQP1ABuoHYnS5uJE83SoLCEn/nrC0Degqc7Gq3EjxvZqEwBsodg+t93pFUYjLhy2nbezJVFCAIA+4LlTNQH8VbuqmCYNlZWXodG1vknshhBCX795775UQ2FDPPvssaWlpvP/++wB4eXmxceNG+vXr16DrpSVQCCFal2M5x/j6xNesO7mOrNIsXNWujA4bzYROE+jn3+/iWuOslXB4Dfz2FiTvtu+LHAnDHoPIa+qdZgIgKaeE5b+c4r87kygqr8LHoGXqkHAmDQrD23CRXVfrIS2BQgjRfklLIHDbbbddsIWupqo333wzo0eP5pFHHiEhIYGoqCiKiooa/JtUCYFCCNE6Vdoq2ZK0hf8e/S/b07YD9nkIp3Sdwh8i/4DGRXNxBSbthO1vw6GvQLFCUF8Y/gR0ugHU9U8gX1BWyX93JLHs55Ok5Jehc1Nzx4Aw7r86kiCz/uIfsA4SAoUQov2SEHgRwsPDWbFiBSNGjGDNmjXMnTuXQ4cONfh6CYFCCNH6ncw/yWfHPmPN8TUUVhbip/djctfJ3B5zOwbNRQ7ckpsAv/zTPpCMtRx8O8NVs6DHbaB2qffyKquNbw+msXTrCQ6lFODmouKPfYKZObIjET4el/iEdhIChRCi/ZIQ2ED5+flYLBays7OxWCy8+uqr7Nix46Le8ZMQKIQQbUdRRRFfxH7BR4c/IqM0A6ObkYmdJ3J317sx68wXV1hhOvz2Juz8N1QUgXc0jHwGuo1vUMugoihsjc3kzc3H2XkqF7UKbugRyJ9GdqRrkOclPZ+EQCGEaL9aKpfU/y/eWTZt2sR9993HTTfdBMCuXbvYvHlzo1fsfPbv309wcDAWiwWAoKAgNm/ezJo1a5qtDkIIIZqPQWNgWvdprP+/9bww9AW89d68f+B9xn05jqX7llJSWdLwwoz+MPoFePwgXP0UFKbBqnvhnWFweK19tNELUKlUjOzkx+cPDuWzB4ZwVbQv3+xP5YY3tjFjxS4OpbSNqZKEEEK0bxfVEvj222/z6quvct9997Fw4ULy8/M5ePAgDzzwAD///HNT1rNRSUugEEK0XTbFxncnv+Nfe/9FUmESXjovHuj5ALfH3I5bA+YHdFKSAz+/DjvehcoSCOwFY16EiKsbXMSB0/n8a3McGw6lAzCuewB/vi6GTgENG91UWgKFEKL9ahPdQaOjo/n222+Jjo7GYrGQm5tLVVUV/v7+ZGdnN2U9G5WEQCGEaPsqbZWsjlvNO/veIbM0kxBDCE8PfJqRoSMvvrCiDPjpH7DzPbBWQMxYe4uhb6cGF3EwOZ9/fB/H90fSUangxh6B/Pm6aDr6XTgMSggUQoj2q02EQF9fX9LT01Gr1Xh5eZGTk0NFRQWhoaGkp6c3ZT0blYRAIYS4cpRWlfLxkY95b/97lFSVMDJ0JM8MfIZgQ/DFF5Z7Cja9AAdXgcoF+t0NI+eCwbfBRew/ncdrG2PZfCwTlQpu6RXErNGdCPN2r/N8CYFCCNF+tYl3AgcMGOCYm6/GypUrGTJkSKNWSgghhGgovaue+3rcx9d//JpxHcaxJWkLt351K+/uf5cKa8XFFWbpALd9APdtgpABsOsDeKMP/LgIKhr27mHPEDPLpg9k9Z+GclVHH77am8K1S7Ywf+0hsorKL/r5hBBCiMZ2US2Bx48f59prryUoKIg9e/YwbNgwTp06xcaNG4mKimrKejYqaQkUQogr12+pv/HSby9xquAUEaYIXr7qZbr7dL/4ghQFjnwN3/8VcuLBMxjGLLCPJHoRk9f/eiKbV747yr6kPDw0Lsy4OpL7hkdi0LoC0hIohBDtWZvoDgpQWlrKN998w6lTpwgLC+MPf/gDHh6XN0dSc5MQKIQQV7ZKayXLDy3n7X1vY1Ns3N/zfmb0nIGb+iIHjgGoqrC3CG75G5TlQcQIuGER+MY0uAhFUdhwKI2/f3eM+KxifAwaHhkVzZ0Dw9i8aaOEQCGEaKfaTAisLT4+HhcXF8LDwxuzTk1OQqAQQrQPx3KOMfenucTmxtLNuxsvD3+ZSFPkpRVWnGVvFfx9JajdYOjDcPVs0DT8F6FVVhuf7TrNP76PJaOwnDAvd0YHlDFv8ljU6oa3LgohhLgytIl3AqdMmcKvv/4KwLJly+jSpQudO3dm+fLlTVE3IYQQ4rJ08urEf278D/d2v5cjOUeY8PUEPj36KZf0+08PH7jlTbh3I/h1hp9eg38NbND8gjVcXdTcNSiMrbOvYfb1ncgtqeDfh23c9K+f2BaXefF1EkIIIS7BRbUE+vv7k5SUhEajoUePHvzrX//CZDIxceJEjh071pT1bFTSEiiEEO3P7xm/M3fbXE4XnebGyBt5bvBzuLvVPWJnvWxWexfRTQugPB+iroUbF4HXxbUy5hZX8NTy79maqqKiysbVMb7MGdeZLoGel1YvIYQQbUqb6A5qMpnIz88nOTmZvn37OqaF8PT0pKCgoMkq2dgkBAohRPtUWFHIvJ/msTlpMx3NHfnHNf8g3PMyXmkoyoCNf4V9n4CrDkbOgSEPg4trg4vYsGED3QddzeINx1i9NxmA/+sbwhNjYgg06S+9bkIIIVq9NhECBw8ezC233EJCQgLFxcV89NFHZGZm0qNHD9LS0pqyno1KQqAQQrRfNsXGBwc/4J+//xN3V3deuuolRoWNurxCT/0MXz8K2cchoCfc/E8I6t2gS2uPDnowOZ+/rT/Cz8ez0bqqufeqCB4cGYWn7hIGtBFCCNHqtYl3At98802+/vprjh49ygsvvADAd999x5gxY5qkckIIIURjU6vU3NfjPt657h3c1G48tvkx/vX7vy7tPcEaHYbBgz/D8Cch4zC8Nwr+95cGzy1Yo3uwiZX3DmL59AFE+Hjw1pYTjFy4heU/n6Siynbp9RNCCCFquazRQdsqaQkUQggBkFacxmObH+Nw9mFuiLiBBcMWoHHRXGahB2HtI5Cyxz75/E2vQ+TI855+vnkCrTaFVXtOs/h/x0gvKKeDtztPje3MuO4BqC5inkIhhBCtV5voDgpQVlbGkSNHyMrKcvqtaVtqDZQQKIQQokZJZQnPbHuGzUmb6evXl9eveR2zznx5hdqssH0p/LAAKkug92T7RPPuXuecWt9k8aUVVj74+SRvbzlBUXkVfcPMzL2hC/07nFuWEEKItqVNhMAff/yR22+/ncrKSgoKCvD09KSwsJDQ0FDi4+Obsp6NSkKgEEKI2qw2K4t2LWLlkZWEe4bz1rVvEeYZdvkF5ybAN3+GEz+Ahy+M+zt0+yPUasmrLwTWyCoq541NcXyyPZEqm8L13fx5emxnIn0Nl19PIYQQLaJNvBM4a9Ys5s2bR05ODkajkZycHObPn8+f/vSnpqqfEEII0eRc1C48PfBp5gycQ1JhEpO+ncTejL2XX7AlHCZ/CX981946+MV0+PQuKEi56KJ8DFpeuKU7/3v8asZ2C2DDoXRGv/Yjf/nqIFlF5ZdfVyGEEO3GRbUEenp6kpeXh1qtxmKxkJubS0VFBRERESQnJzdlPRuVtAQKIYQ4n61JW5n942wA/jHyHwwNHto4BRdnwXfPwIHPQesJo5+HvtPYsHFjg1oCz7brVA4vf3uEPYl5GLSuPDgiknuvikSvcWmc+gohhGhybaIl0GKxkJ+fD0BgYCCHDh0iOzuboqKiJqmcEEII0dxGhI7g3dHv4qZ246EfHmLDqQ2NU7CHD/zf+3DXZ6A1wjePw4c34V6aeknF9e/gxaqZQ3l7Ul98DBoW/S+WkYs289nOJKy2djfmmxBCiItwUSHwtttu47vvvgPgnnvuYcSIEfTt25fbb7+9SSonhBBCtITefr1ZPnY5Fq2F2Vtn83ns541XeMz18KffoP+9kPATQ/c9CT+9Btaqiy5KpVIxrkcgG2eN4Pmbu1FpVXhq1X5ueH0bm49lXN60F0IIIa5YDeoOunbtWm6++eZz9v/0008UFhZy/fXXo1ZfVJ5sUdIdVAghREOcLjzN/RvvJ6kwicf6Psa93e9t3OkZEn6h+D/34FGWap9k/pZ/QWCvSy6usKySd7ae4P1tJymvsjGsozdzxnWhe7Cp8eoshBCi0bTq0UE9PT0pKChwfA4LCyMxMbFJK9aUJAQKIYRoqKzSLB7Y+ACxubFM7z6dx/s+3qhBcOP6rxnttgd+ft2+Y9ijMOJpcNNfcpmp+aUs+V8sX+w5jaLAH/sE88SYGEIs7o1UayGEEI2hVb8TeHZOLCwsbJLKCCGEEK2Nj96HD67/gF6+vVh2cBkvbX8Jm2JrtPJtag1c91e4fwsEdLd3DX17GJz6+ZLLDDTpWXh7L759dDgjYnxZ/XsyoxZv5W/fHiG/pLLR6i6EEKJtalAIPPs3no3aFUYIIYRo5UxaE++OfpdBAYP477H/8uxPz1Jlu/h3+C4osCfc9wNc9zwUJMPyG+yDx5TlX3KRXQI9+fCegay8dxAdfQ0s/TGeq179gdc2xpJfKmFQCCHaqwZ1B9Xr9bzxxhuOFsHHH3+c1157zemc+++/v2lq2ASkO6gQQohLUW4t58ktT7Ll9BauC7uOV69+FY2L5rLKrHOy+OwTsPZRSPgJPPzg+pehx21Ok8xfLJtNYe2+FF7fFMfJrGI8da7cNzyS6cM6YNS5XdYzCCGEuDSt+p3AkSNHXrD1T6VS8cMPPzRqxZqShEAhhBCXqtJWybxt81h/aj3Dgobx2jWvoXe99Pf36gyBADYb7P0YNj4HpTnQYTjcuBh8O11G7aHKamPN3hTe+CGOhOwSzO5uzBgeyd1DO2DQul5W2UIIIS5Oqw6BVxoJgUIIIS6H1WZlwW8LWBW3ir5+fXnz2jcxaAyXVNZ5Q2CNkhz4fj7s+RDUbjD0Ebh6Nmgub5CXSquN1b8n88amOE7nlmJ2d2P60AjuHhqO2f3yWjeFEEI0jITAZiQhUAghxOVSFIWFuxby0eGP6ObdjXeuewezznzR5dQbAmsk7YR1j0PaATCFwbhXofMNF1/xs1RU2Vi15zRvbTlOUk4pHhoXJg0O576rIvDz1F12+UIIIc5PQmAzkhAohBCiMSiKwlv73uKdfe/Q0dyRd0e/i6+770WV0eAQCPYJ5Xe+Dz+8CBWF0HE0jHkR/DpfQu2dVVltrDuQylubT3AsvRCNi5rb+4fwwNVRhHnL1BJCCNEUJAQ2IwmBQgghGtPyg8tZvHsxocZQ3h/zPkGGoAZfe1EhsEZhGvzvL3DgM1C5QL9pMHIOGC4ugNbFZlPYdDSDNzcfZ29SHi5qFWO7B3DPsAj6hVsuu3whhBBnSAhsRhIChRBCNLbPYz9nwa8L8HP34/0x79PB1KFB111SCKxxejdsmAtJv4HWE4bPgkEzwe3yu3EqisKv8dm8veUE2+KyAOgdaubeqyIY1z0AV5cGzTIlhBDiAiQENiMJgUIIIZrCN/Hf8OxPzzrmFezkVf9InpcVAgEUBY6stY8imnvK/r7g6PnQbfxlTSlRW2x6IR/8dJIvf0+mospGkEnH3UM7cMeAMEzuMr2EEEJcKgmBzUhCoBBCiKayKXETs7fORueq481r36SPX58Lnn/ZIbBGVTnseBe2LoTyfAjuB6P+ApEjGy0MZheV88n2RFb8lkBmYTk6NzU39wpi0qBweoaYLjidlBBCiHNJCGxGEgKFEEI0pV9SfuHPm/+M1WblpeEvMbbD2POe22ghsEZxNmx9FXZ9ALZKCL8KRj0L4UMa7RblVVa+2ZfKyu0J/J6YB0D3YE8mDQrn5l5BeMh8g0II0SASApuRhEAhhBBN7XD2YR7e9DCZpZk83u9xpnebXmdLWaOHwBp5ibD177D3E1CsEHUtXDMXQvo36m0OpeTzyfZEvvo9meIKKwatK7f2CWJi/zC6B3tK66AQQlyAhMBakpKSmDhxIhqNBrVazcqVKwkKavhIa/WRECiEEKI5pBal8qdNf+J43nFuj7mduYPm4qp2biVrshBYI/sEbHkFDnwOKBAxAoY/ARFXN1o3UYCi8irW7E1m5W+JHEktACDG38D/9Q3hj32CZc5BIYSog4TAWqxWKyqVCrVazfLlyzl16hTz589vtPIlBAohhGguhRWFPLHlCX5N/ZVhwcNYePVCjBqj43iTh8AaGUfhp9fsYVCxQnB/exiMGQvqxhvpU1EU9p/OZ9We06zdl0JeSSVqFVwd48v/9Q1hdFd/dG4ujXY/IYRoyyQEnsc///lPAgMDue222xqtTAmBQgghmlOlrZIXf3uRL+O+JNwznNdGvka0JRpoxhBYI+ck/PIG/L4SrBXgEwODZ0LPO0DTuJPCl1dZ+eFIBqv2nGbzsUysNgWD1pUxXf35Q69Aruroi8ZVppoQQrRfEgLPsmPHDh555BFyc3PZsGEDERERjVa2hEAhhBDNTVEUPjn6CYt2LsLNxY35Q+ZzQ+QNzR8CaxSkwm9vwe4P7aOJ6r2g/3QYMAM8Axv9dpmF5azZm8zX+1LYdzofAJPejeu7+fOHnkEMjfKWuQeFEO1OuwuBqamp/PGPfzxn//Lly+ncubPj83//+182btzI+++/32j3lhAohBCipfye8TtPbHmCzNJMJneZTI+cHtww9oaWq1B5Eez9GH57G3JPgtoNuvwB+t8DHYY36nuDNRKzS/h6fwrf7E91vD/o5aHhui5+jOkawFXRPtJlVAjRLrS7EHgh5eXlaLVawN5NZt26dbzxxhsAVFVV4efnR15eHu7u7o7z1Wo1r7/+Og8++OA55S1ZsoQlS5Y4Pufl5bFq1apmeBIhhBDiXAXWAj7K+4iTlScJcwljsmUyXq5eLVspxYZv7h7CU7/Fu+AgAMW6QJL8R5PiO4JKN2M9BVyatBKFXekKuzNtpBTb92nU0M1bRW8fFT28VXi4yQijQogr07333ishsMbWrVv5y1/+gouLC1qtln//+98EBwc7jn/22WcsWrSIHTt2AHDNNdcwdepUpk+f3qDypSVQCCFES6u0VfLa7tf46PBHeLh58MzAZ7gl6pbWMaVC1nHYvczeQliaCy5a6DQWet0JHa8DF7cmuW1CdjEbD6fzv0Pp7EzIQVHARa2iX7iFkZ18GRnjR5dAY+v4GgkhRCOQlsCL8Oyzz5KWluboIurl5cXGjRvp169fg66XECiEEKK1eGPtG6wpW0NGaQajQkfx3JDn8NZ7t3S17CrL4PAa2LMCEn6y73P3hu63Qa+JENS3SbqLAmQVlfPDkQz+dziNn49nU1ppBcDfU8uIGF9GdvLjqmgfPHVNE0iFEKI5SAi8CDfffDOjR4/mkUceISEhgaioKIqKitDpGjYHkYRAIYQQrcWGDRsYPHIwL/32EutPrcdL58VzQ57j2rBrW7pqzvISYf9nsO9TyI6z7/OJgZ4Toft48IpssluXVVrZeSqHLccy2XIsgxOZ9n6jLmoVPYJNDI3yZkiUN/3DvdBr5F1CIUTb0e5C4KV25VAUhfDwcFasWMGIESNYs2YNc+fO5dChQw0uQ0KgEEKI1qL26KDrT67nxd9epKCigJEhI3l64NOEGENauIZnURRI2QP7/gsHv4CSbPt+/x7Q5SboejP4dm6yFkKApJwStsRm8mNsJtvjsykoqwLAzUVFnzCLPRRGetM7zIzWVUKhEKL1anch8Gxbt27l6aefRqPREBwczIoVK3BzO7eLR35+PhaLhezsbCwWC6+++io7duy4qIFeJAQKIYRoLc6eIiKzJJOFuxay/uR6tC5a7u1xL/d0vweti7YFa3ke1ko4vgmOfA3H1tnfHwTwjj4TCAN7N2kgtNoUjqQW8MuJLH45kc2OkzmUVNi7jurc1Azo4MWgCC/6hlvoHWrGXePaZHURQoiL1e5DYHJyMt7e3uh0OubMmUOvXr244447zjlv27Zt3HXXXSQlJQHw0Ucf8dhjj7Fs2TJuueWWBt1LQqAQQojW4nzzBO5I3cFL218iPj+eUGMos/vPZmToyNY7KIq1EhJ+hsNr4eg3UJRu328MgujroONoiBwJOs8mrUal1cb+0/n8Wh0KdyXkUlFlA+zdR7sEGukfbg+F/cItBJl0rfdrKoS44rX7EFjb/Pnz6dq1KxMmTGiS8iUECiGEaC0uNFl8pbWSlUdW8va+tymtKqWXby8e6/sYAwIGNHMtL5LNBqd32FsIYzeceYdQ7Qqhg8+EQv9uTdpKCPb3CQ8m57M7IdexZBdXOI4HeOroF26pbik00TXQJO8VCiGajYTAaidPnuSuu+5i69ataDSaJrmHhEAhhBCtxYVCYI2Mkgze3f8uq2JXUaVUMSRwCI/2fZTuPt2bqZaXKfcUxG2E49/DyR+hssS+3xAAEcPtk9JHDAdLRJOHQkVRSMgusQfCxFz2JORyLL2Qmp+G1CqI9jPSI8REzxATPYJNdAn0lMnrhRBNQkIgkJubyx/+8Ac++OADOnXq1GT3kRAohBCitWhICKyRVJjE23vf5pv4b1BQuDrkaqZ1m0Z///5tp0tjZRkk/gJx30P8Zsg4fOaYZ4hzKDSHNUuVCsoq2ZuYx4HkfPafzuNgcgHJeaWO4y5qFTH+RnoGm+geYqJroJFOAZ4YtPJ+oRDi8rT7EFheXs4f/vAHnn32WUaMGNGk95IQKIQQorW4mBBYIy43jrf3vc33Cd+joNDduzt3d7+b68Kuw1XdxoJJUaZ9DsKT2+DUNsiKPXPMMxhCB0LoIPs6oGeTTVR/tqyicg4k53PwdD77k/M5cDqftIIyp3PCvNzpHGCkS6AnXQLt61CLO2p1GwnkQogW1+5D4Ntvv81zzz1Ht27dALj//vu56667muReEgKFEEK0FpcSAmskFiSy4vAK1hxfQ5m1jGBDMBM6TeCWqFtaz4TzF6swDU79ZF+SdlS3FFb/qOKqh+C+9kAY3A+C+tiDYjO1gmYUlnEouYAjaQUcTS3kSGoB8VnFWG1nfpRy17jQKcBI5wAjUb4Gov2NdPQzyAA0Qog6tfsQ2JwkBAohhGgtLicE1sgty+XTY5/y6dFPySnLwVXlyjVh13Bb9G0MDhqMWqVupNq2gLJ8OL0Lkrbbl9O7oKLozHF3H3sYDOptXwf2Bs+gZguGZZVWjmcUcSS1gKNphRxNK+BIaiE5tQafAXs4jPI1EO1nIMrPQEc/+3aYlzuuLm34+yOEuCwSApuRhEAhhBCtRWOEwBqV1kp+SPqBVbGr+DX1VwCCDcHcEHED4yLGEW2JbpT7tCib1d46mPI7pOy1r9MPgrVW6PLwqw6EvSCgO/h1A68IUDfP4C6KopBdXEFcehHHM4s4kVHE8Ywi4jIKSS8odzpX46Kmg487Hf0MRPkaCPf2oIO3Ox18PPD20EjroRBXOAmBzUhCoBBCiNaiMUNgbUmFSayOW82a42vIKM0AoKO5IzdE3MDYDmMJ9Qxt9Hu2mKoKyDxyVjA8BLbKM+e46sGvsz0Q+ne1T0/h1w0Mvs1a1YKySkcodCyZRSTmlHD2T2RGrSvhPu5ngqG3Bx18PAj3dsfXoJWAKMQVQEJgM5IQKIQQorVoqhBYw2qzsidjD9+e/JaNCRvJL88HINoSzciQkVwTeg3dfLq17S6jdakqh8yjkH7Y3lKYcdi+XZTmfJ6HL/h1AZ8Y++Ld0b72DAZ1831NyiqtJOaUcDKrmITsYk5mlZCQXUxCdgkp+aXnBEQPjQvh3h6EebkT6qUnxOJOiOXM2kNGLhWiTZAQ2IwkBAohhGgtmjoE1lZpq+TXlF/ZmLCRH0//SE5ZDgC+el+GhwxnSOAQBgYOxEvn1Sz1aRHF2ZBxyN5SmH7IHg4zjzm/Zwjg5g7eUWfCoU80eEfbQ6LGvVmrXFZpJckREEs4mW0PiqeySkjNL8VWx09yFnc3RyAM9aoJiPaQGGyWkChEayEhsBlJCBRCCNFaNGcIrM1qs7I/az+bkzazOXEzpwpOOY51snRicOBgBgUOop9/P9zdmjf0NDtFgcJU+/QUWXHVS/V2QR0/L3iG2N8xtHQ4s7ZE2Lf1lmatekWVjbT8Mk7nlnA6t7TWupSk3BLSCsrOaUUE8PLQEGLRE2zWE2DSEWjSEWDSE2TSEWDS4e+pw00GrBGiyUkIbEYSAoUQQrQWLRUCz5ZclMz21O38lvIb29O2O1oJXdWu9PTpSR+/PvTy7UUvv15Xdkvh2SqKIft4rWAYa/+cmwDlBeeerzPXCofVwdAcDuZQe3h01TRv9atspOaXnhsQc0pIyi0ho7C8zpCoUoGPQesIhYGmM2Ex0KQn0KTDz1OL1rV5BtsR4kolIbAZSQgUQgjRWrSWEFibTbERlxvH9tTtbE/bzq60XZRUlTiOhxnD6OXbi95+venl24soc1Tbm6T+cikKlORA7inIPQk5J523C1PquEgFBn97IDSFVC9h9nXNPp252aa3AKi02sgoLCctv5TU/DLS8stIzS8jtdbn9IKyOrucAnh7aPA1avHz1OFn1Nq3jVr8jPaQWLOt10hYFKIuEgKbkYRAIYQQrUVrDIFn/p0ieAAAJOxJREFUs9qsHM87zr7MfY4loSDBcVzroiXGEkNnr8509upMV++uRFui0bpoW7DWLayyDPIS7IEwLwHykyAvCfJP27eL0uu+TmMAU+iZYGgMAs9AMAbYt40B9i6nzRgUq6w2sooqHMHQHg7t2+kFZWQUlpNRUE5ppfW8ZRi1rvjWhMTqwOhn1FYHRZ0jPJr0bjLqqWhXJAQ2IwmBQgghWou2EALrklOWw/7M/ezL3MeR7CMcyTni6EIK4KJyIcIUQSevTkSZoog0RxJliiLEGNL+Wg3rUlUOBcnOwTC/ertmn7W87mtdddWhMPDM4lmzXWt/Mw5goygKReVVjkCYWVRORkEZmYXl9n2FZWQU2LfzSyvPW46rWoW3QYO3h7Z6rcHbYN/2qdln0OLtocHHoJUWRtHmSQhsRhIChRBCtBZtNQSeTVEUMkoyOJpzlCM5RziSfYSjOUdJKXbuFummdqODqQMdTR3twdAcRaQpklBjKBqX5n1frlVTFCjOhIIUKEyzdy8tTLMPYFOQemZfSfb5y9CZ7GHQ4AceftVr31qffe1rD99mfVexrNJKZmFNUCwns/BMa2J2cQXZxeVkF1WQXVROccX5WxcB3DUueBs0eHlo8fHQOIVELw8NFg8NFncNFnc3LB4ajFpXaWkUrUpL5RL5VZwQQgghLptKpcLfwx9/D39GhI5w7C+qKOJk/kmO5x0nPj+eE3kniM+PZ/2p9c7XoyLQI5BQYyihnqGEGcPs29XLFT9C6dlUKntYM/hd+Lyq8upAWB0Qa5aCWtsp+6B6fsjz0pnPDYeOdXVQdPcCd2/Qel5Wd1SdmwuhXu6EetX/PS2tsJJdXE5OcQXZRRVkFVUHxSJ7UMyq3k7PL+NwSj6V1gu3bbiqVZjd3aqDoQazuxteHhrMtYKixV2Dl4db9T4NJr0bLmoJjuLKIiFQCCGEEE3GoDHQw7cHPXx7OO0vqSzhZMFJ4vPswTCxMJGkwiQOZB1ge9r2c8rx1fsSYgwh0COQIEMQgR6BBHgEEOQRRKAhEA83j+Z6pNbFVQuWcPtyIZVl9pbF4gwoqlln2PfVXmccgoTcC5eldrWHwQsuXuDhc+azm/6SHk+vcSFE406Ipf7AqCgKheVVjrCYW1xBbkkFuSWVdW4fzywir6TivIPe1FCpwKR3O9OiWB0MPfVumM5e3J0/69yku6ponSQECiGEEKLZubu50827G928uzntVxSFnLIckgqTHMEwsSCR04WnOZV/it8zfq+zPE+NJ4EegQQaAu1B0SOIAI8A/Nz98HX3xVfvi85V1xyP1jq56ewDzZhD6z+3qgJKspzDYUmWvetpSbZ9VNSSbCjOgrQDUJbXgPu7nwmHei/74DZ6C+jNZ7Z15nP3X0R4VKlUeOrc8NS5EeHTsF8K2GwKhWVV5JTYg2FeSQU5xZXVa3torNnOK6nkdG4pB5Lrb3GsoXFVnxsUq5c6Q6RTgFRL11XRZCQECiGEEKLVUKlUeOu98dZ709uv9znHS6tKSStOI7UoldTiVFKKU0grTiOlKIXU4lR+Ov0TVUpVnWUbNUb89PZQ6Ofuh4/exx4S9Wc+e+u90bteWqvVFcNVA55B9qUhrFVQmlsrJNYRGGtCY0k2ZJ+AiqIG1kV3VjisHRzNtY6ZQWcBnae9u6rOZA++9VCrVfbWO3c3ImhYcFQUhdJKK/mllfalpPLMdmklBaXOn2uWhOwSCkorqbDaGnQfjYsao84Vg84Vo84Vo9bNvtbZ157V247jZ+036lzRu7lIkBR1khAohBBCiDZD76onwhRBhCmizuNWm5Ws0ixSi1NJK04joySDzNJM+1KSSUZJBgeyDlBcWXzBe3jrvPHSe+Gl87Jv66q39We2vXRemLVmXNTtvMufi6v9/UGDb8OvqaqAsnx7eCzNtbcm1myX5tW9PyvWvlYuPFjMmXppzgTC2uFQ5wla03n212yb7Nsu5/6orFKpcNe44q5xJdB0cb8wUBSFskpbnSHx7BBZUFpJYVkVBWWV5BZXkphdQlF5Vb3dV52+BGqVPUhq6w6JNeHRftwVT50bHlpXPLQuGLSueGjt12pdpVXySiMhUAghhBBXDBe1i2OAmgspriwms+RMOMwstQfEnLIcx5JWlMbhrMPnbVkEUKvUmLVmLFoLJq0Js9aMWWfGpDGd+aw1O7Zr1m4ubo396G2Lq+bigyPYR00tL6w7NJblQ3mBfV1W4LxdnGVvgSwvuLj7uXnUHRS1BvtaY7BvawygNdqXmn1aI2iM9m1XHahUqFQq9BoX9BoXAkwX3z1ZURRKKqwUlv1/e/ce3USZuA/8yWVyaS5tuUgvFCiygAsit4oIflcRuVhWhKXgFRERUWHFHlERXW8UXBcRZeXHwQVZdBFEObgi6EEFFXfFrVhAtFvYXUrl3lvSpGmu7++PNNOkaaAtoWmb53NOzsy88+addzJzCE/fmYkHVTVuWGun/mUPbM66eatcXld2xlqDqhp3oy9nDVApFTBoVLUBMRAOVTBo1HJYlMuCwmNIWVBdjVrZ5H2n6GIIJCIiorhjkAwwJBrQI7HHeesJIWB1WVFWU4ZyR3lISCyvKUeZowxlNWWodFbimPUYLE4LvI0YqUpQJ4SFw0RtIkwaU8jLLJlDlzXm+A6QCoU/iOnMQFK3pr/f5wNcVfWCorVegLQ0UG4FKo/7593VTd+uUl0XFOXAGCE8aox1QVMuMwEaAxQaAwwaAwyJumaFSMB/Tjs9vqCQ6A+KNjlIemB3emBz+ad2p1cuszv9689aa/Df2uWmjEwGaFRKGGrDoVGrRoImeN6/nKBVIUHyz+s1Khi0Kuhrl/2vunl97TKf4tp4DIFEREREESgUCjmg9UzsecH6PuGDzW2DpcaCSmel/LK6rP75mkpYnHXrLE4Liq3FqPY0Pljo1XqYJFNYYAyERJPGBKPGCKNk9Ifdei+jZIzf32RUKusu92wur9t/T6OzCnDaguaraudt/qAZst7mD5CBeUtJXf3mUGn8D9vRGAFNAqAx+EctNYZ6y/XX+YOkTkqATmPEZZoEwGQAOhgATbL/abNNuOwzcHmrLSgg2p0e2F0e2JzekODon9Yrc/lDZrndVfu+Rl7qG4FWrWwwIBo06tqgWH+dGoagEFk/YOo1KuglFXSSqt0FTIZAIiIioihRKpQwa8wwa8zIQCOexFnL7XXD6rKiylUlv6zu0OUqV1VYnRO2E6hyVaHGW9OkfqqV6vOGxAQp4YLrE9QJ0Kv10Kv18XW/mEqqe0jNxfL5ALe9NiRW1YbHhoJlFeCq9td12f3zLpt/VNJlB+xlgKvYv+xp2rkQQqH0B0spIShQGv1PaZUSaqd18wopAXpJD72kR2d5fQKg0QGG4PqmunUqKWLQ9Pn8D92pdnnhcHlR7faHRIfLi2qXBw63F3Zn7bzLC7vLC4fLg2qXF9VuL6qd/vlAG+eqnP5ylxcuT+MeyBOJRqWETlKGBEOd5J8PlGklpX+5tiy0jhI6tQq62rqBOrHCEEhEREQUY5JKkp+K2hwuryssMNo9dthcNlR7qmFz2WD32GF32UOmgfVljjJUe6rh8DiavG0FFNCpddCr9f5gKOlDAmKCFDRfW37Bstp5SdnOL31VKusuB0VqdNr0eurCobs2LLoCy4EQaQ9aX385qL6zCqg6Dbgd/nXi4oIUAEChaiBQ6gApAUpJD4OkhyE4UNYLntAlAEad/z5LqXaq1gHqhHrLupCRTY/Xh2p3IFD6RyTrAqc/bPrX14bK2uBZ4/bB4fbC6faHS4fLC4fbB2ftE2IDZc6LDJktjSGQiIiIqI3TqDQXFSIDPD4Pqj3V/pDotsPmtqHaXQ2b2wa7O7QsEBodHgeq3UHznmpYaizyfGPukYxErVT7g6FKD51aB61aC71KD61aC51KB51aJ0+1Ki30an3IvFallQNqYL7++3RqHTRKTfsZzVSpAVXtfZPRJATgdfnDoNtRFwzdNUFl9aeOutHJsPcFTe2loevQjBsNI6kNhGq1DmZJB3NwSKwfGoOX9TrAHBQm1Xr/VNI3uOxT6eCEBg4hwSHUcLgFatxe1ISERy+ctaEyUPbKO9Hb1SZ9LLHZLBERERG1NmqlWr6cNRqEEHD73GEhsX54DJSF1XP752u8Najx1MDpdcLqtMLpdaLGU9Pky2AjCYxm6lS6sICpVWmhUWmgVWmhVWv9y0pNaHnQfENl51uvVraR/44rFLXhRxudS2EjEQLwOC8QJKtr6zj8U4+jacuO8trlGn+7XudFd1sJQF/7AgCoaj8rlaY2SGrqyoLKX7noLTdPGznriIiIiKitUSgU0Kg00Kg0SEJS1NsXQoQEwvpTp8cJh9fhD5AeZ4N1AuHS4XGEzNvddpQ5yuD0OuHyuuD0OiGiOUJVS6VQNSpIBk8lpQRJKcmfraSUoFFqIKmCymuXGyyv995APY1KA6Uixj/foFDUXh7avKefNovP5w+C9UOjp6YuKAZeTVp2+kdPPTX+38b0Ov0/Z+Jx+uc9LvjjY8tjCCQiIiKiNkmhUMiXdF5qQgh4fB44vc6QYBg8L5f5nHB6IqyLUL9+WaWzMqx+S1ApVBGDZmC5ftBsqFytVMtlaqU6fKqSICn8AVSt8C83WC/CVKVQRe8SXqUSUNbee9jS/l/Xlt8mGAKJiIiIiC5IoVD4g4tKghHGFt++EAIunwsur//l9rnh9rrh8vnnQ8prl+Vynwtu74XLA8sNlvvccLgcdeW+uu3FggKKiCGxKYEy0nxDU7VSDZVS5Z9XqOUwGlgXvKxSqCApJbm+XE8R2k6sMAQSEREREbVyCoVCvkS0NQmMkAYHyOCg6REeuL1ueHweuH110+D580697ro2IrTVUNtur/9e1Ej14h1DIBERERERNUvwCCnayC96CCHgEZ7IYTNCuPQKr3/q88Lj88Ar/NNAW4Fyebl2vdfnld8fXO72ubERG2PyGTAEEhERERFR3FAoFP77EZUS9IjBfYBBYhUCY/z4n3BOpxOzZs1CZmYmTCYT+vXrh40bY/PhEBERERERtTetbiTQ4/EgLS0Nn3/+OTIzM/HNN98gOzsbmZmZGD58eKy7R0RERERE1Ka1upFAg8GAF154AT179oRCocDIkSMxYsQI/OMf/wDgD4kdOnSAUqmE0WiE0WiEJEnQarVYvXp1jHtPRERERETUurW6EFif3W5Hfn4++vfvDwBQq9VYvXo1hg4dCpvNBpvNhpEjR2L16tWYM2dOjHtLRERERETUurW6y0GD+Xw+zJgxA1lZWRgzZoxcfvDgQQwYMEBePnDgQMhyfcuXL8fy5cvl5crKSnz66aeXptNERERNUFNTw+8kIiJqUQohhGipjU2ZMgUffPBBxPXBXRFC4IEHHsDhw4fx6aefwmis+1HOW265BTfddBPmzZuH4uJiXH755bDZbNDpdI3qR9euXfHLL780f0eIiIii5NNPP8XYsWNj3Q0iIoqBWOWSFr0c9P3334cQIuIrQAiBhx9+GAUFBdi5c2dIAARCR/4KCgrQp0+fRgdAIiIiIiKieNYqLwedO3cuvv32W3z++ecwm80h6ywWC0pKSuQQWFhYiL59+8aim0RERERERG1Oq3swTHFxMVatWoWffvoJGRkZ8hNAlyxZAsB/P2B6ejqSk5MBAGlpadi9ezc+/PDDWHabiIiIiIioTWjRewJbC94TSERErQXvCSQiil9xcU8gERERERERxRZDIBERERERURyJy8tBJUlCly5dYt0NCuJwOKDX62PdjTYnnj+39rrvbXm/2kLfW2MfbTZb2FOwiajtaY3/vlDrd+bMGbjd7hbfbqt8OuilNmnSJLz33nux7gYFmTp1Ko9JM8Tz59Ze970t71db6Htr7CPvUydqH1rjvy/U+k2dOjUm243Ly0FzcnJi3QWqh8ekeeL5c2uv+96W96st9L0t9JGI2ib++0LNEavzJi4vByUiImotOBJIREQtLS5HAomIiFqL3NzcWHeBiIjiDEcCiYiIiIiI4ghHAomIiIiIiOIIQ2AUlJeX4+qrr4bRaERBQUGsuxP3eDyoOXjeEBFRrC1atAgjR47ElClTUF1dHevuUBvRnPOGITAKTCYTduzYgSlTpsS6KwQeD2oenjdERBRLhw4dQmFhIfbu3Yvf/OY3WLt2bay7RG1Ac88bhsAokCQJnTp1inU3qBaPBzUHzxtqbTgiQBRf9u7di5tvvhkAMGHCBHzzzTcx7hG1Bc09b1plCJw9ezbS09NhNpvRo0cPLFmyJCrt/vnPf8bQoUOh1Wpx2223ha2vrKzE1KlTYTKZkJaWhhUrVkRlu+1FaWkpOnXqhGuuuSYq7fF4tH8ffPAB+vfvD4PBgO7du2Pr1q0X3SbPG4oHHBEgunScTidmzZqFzMxMmEwm9OvXDxs3boxK2xfzHVVRUYHExEQAQFJSEsrLy6PSJ4qe1phRmnveqKPS8yibP38+XnvtNej1epSUlGDs2LHo1asXpk6dGlZ3//79GDx4cEhZUVERUlNTYTKZQsrT0tLw9NNP47PPPkNpaWlYW3PnzoXT6cSJEydQXFyMG2+8EX369MH48eNx6tQpTJo0Kew969evR9++fS9yj9uGBQsW4Ne//jVcLlfEOjweFPDFF19g/vz52LRpE4YPH47S0lLYbLYG6/K8IQpV/y+7CxcuxLx582LcK6L2wePxIC0tDZ9//jkyMzPxzTffIDs7G5mZmRg+fHhY/Zb6jkpOTobFYgEAWCwWdOjQIYp7TdHQGjNKs88b0codP35c9OvXT+Tl5YWtO3HihLjsssvE5s2b5bLCwkKRmpoqtm3bFrHNZ599VkybNi2kzGazCY1GIw4dOiSXPfXUU2LKlCmN7us999wjfvjhh0bXb0v27NkjRowYIdatWyeGDRvWYB0eDwo2YsQIsWbNmgvW43lD7dnKlSvFkCFDhEajCTtfKyoqRE5OjjAajSI1NVW8+uqr8rq8vDyxZcsWIYQQ5eXl4qabbmrJbhPFnfHjx4tly5aFlbfkd9SBAwfE1KlThRBCrFq1Srz++usXtU90abWWjNLc86ZVjgQCwMKFC/H666+juroaPXr0wF133RVWJy0tDTt27MC4ceOgUqkwcOBA3HjjjXjmmWcwceLEJm2vqKgIPp8P/fv3l8sGDhzY6MvXRo8ejZ9++gmFhYWYOXMmZs+e3aTtt2Yulwtz587FO++8gx9++CFiPR4PCvB6vfjuu+/w29/+Fr1794bNZsPYsWOxYsUK+ZKFAJ431J6d76+7HBEgah3sdjvy8/PxyCOPhK1rye+oAQMGoGfPnrjuuuvQuXNnvP322xe3Y3RJtLaM0tzzptWGwKVLl2LJkiXIz8/Htm3bkJyc3GC9IUOG4KOPPsLNN98MrVaLJ554Ag8++GCTt2ez2cL+c5qUlISqqqpGvf+zzz5r8jbbipdeegmjR4/GVVdddd4QCPB4kN+ZM2fgdruxadMmfPHFFzAajbjjjjswf/58vPXWW2H1ed5QezV58mQAQEFBQUgItNvt2LJlC77//nuYzWZceeWVuP/++7Fu3TqMHz8eI0aMQF5eHu677z7s3LkTI0aMiNUuELVrPp8PM2bMQFZWFsaMGdNgnZb8jlq6dGmT26WW1RozSnPOm1b5YJgAhUKBrKws6HQ6PPvssxHrpaWlwWQywW63o0+fPs3altFohNVqDSmzWCxh1+zGm6NHj2L9+vV4/vnnG/0eHg9KSEgA4B/p6Nq1K5KSkrBo0SJs37494nt43lA8ifSX3R9//BFA6F92d+3ahZkzZ8aqq0TtlhACc+bMwcmTJ7F582YoFIqIdfkdRcHaQ0Zp1SEwwOPx4D//+U+D606cOIFRo0bh4Ycfxo4dO3D33Xdj165dTd5G7969oVAocPjwYbmsoKAg5As6Hu3duxenT59G7969kZKSgkceeQT79+9HSkpK2AkJ8HiQX1JSEjIyMs77hRqM5w3Fm8b+Zffrr7/G1q1bYTAYWrqLRO2aEAIPP/wwCgoKsHPnThiNxoh1+R1FkbTpjNKoOwdbUHl5udiwYYOwWCzC6/WKvXv3is6dOzd4k+O5c+dE7969xeLFi+Wy3bt3i44dO4ovv/wyrL7b7RYOh0MsWrRI5OTkCIfDIVwul7z+jjvuEBMnThRWq1UcOnRIdOnSRezYsePS7GgbUV1dLU6dOiW/VqxYIQYPHixOnTolfD5fSF0eDwr2/PPPi0GDBolTp04Jq9UqJkyYIGbOnBlWj+cNxYP6N/vv379fSJIUUmfLli2ib9++Ld01orj00EMPiUGDBony8vLz1uN3FAW0t4zS6kJgRUWFuOGGG0RSUpIwGo2iT58+4qWXXgoLHEII4XK5xKZNm8LKd+/eLY4fPx5W/uyzzwoAIa977rknZNtTpkwRBoNBpKSkhDypjfzeeuutiE8H5fGgYG63W8ybN08kJyeLzp07ixkzZgiLxRJWj+cNxYP6ITDwtLcff/xRLlu0aFGTnmRLRM1z7NgxAUBotVphMBjkV0NPeeR3FAW0t4yiEEKIixtLJCIiooZ4PB54PB4sXrwYRUVF2LBhA1QqFSRJwp133gm73Y63334bxcXFGD16NN566y2MHz8+1t0mIqJ2rk3cE0hERNQWLV68GHq9Hnl5ediyZQv0ej3uv/9+AMAbb7wBSZKQmpqKm266CU8++SQDIBERtQiOBBIREREREcURjgQSERERERHFEYZAIiIiIiKiOMIQSEREREREFEcYAomIiIiIiOIIQyAREREREVEcYQgkIiIiIiKKIwyBREREREREcYQhkIiIiIiIKI4wBBIRUZvUr18/fPbZZ7HuRpOsX78e11xzTdTamzFjBjQaDTp16hS1NgHgmmuuwfr166Pa5oWsWbMGRqMRCoUChYWFLbptIqJ4wxBIRNSOXX/99dDpdDAajfJr27Ztse5WVBw+fBijR4+OdTdiLjc3F6WlpZd8O48//jiWLFlyydqfPXs2bDbbJWufiIjqMAQSEbVzK1asgM1mk1+33npryHohBLxeb2w6R43m8Xia/J5oHtvt27djwoQJUWmLiIhiiyGQiCgOXX/99Xjqqadw/fXXw2Aw4LvvvsPp06cxbdo0dOnSBRkZGXjuuefg8/nk92zYsAH9+/eHyWRCr1698Mknn8htrV69Wq73ySefoEePHvLy+doNXB65aNEidOzYEenp6fjb3/4mv9fpdGLhwoXIzMyEyWTC0KFDUVJSAgDo0aOH3If8/Hxce+21SEpKQkpKCh566CE4nc6I+3/77bcjNTUViYmJuO6663Do0CF53YwZM/DQQw9h8uTJMJlMGDBgAAoKCuT1Bw8eRFZWFkwmEyZMmIA5c+ZgxowZAIA9e/YgJSUlZFvnu7QyNzcX3bp1g8lkwuDBg/Hll1/K65577jlMnjwZM2fORFJSEv70pz9F3J9gDR3bnTt3YvDgwTCbzcjIyMAzzzwT8p5NmzahZ8+eSE5OxmOPPRbW5n//+1/Y7XYMGDAAZWVlmDhxIpKTk5GcnIxhw4bJI5FWqxVz5sxB165dkZKSgrlz56KmpkZu59VXX0V6ejq6dOmC5cuXIyUlBXv27GnUfhERUfQwBBIRxan169fLo4SDBw/GLbfcgl69eqG4uBj79u3Dhx9+iLVr1wIAtm3bhscffxxr1qyB1WrF7t270b179wtuw+fznbddAPj++++RkpKCM2fOYOXKlXjggQdgtVoBAE888QS++uor7NmzBxaLBWvXrkVCQkLYdlQqFZYtW4bS0lLs27cPX375JVauXBmxX2PGjMG///1vnD17FldffTVuv/32kPUbN25Ebm4uKisrMWrUKPz+978HALjdbkycOBFTpkxBeXk5cnNz8c4771z4w45gyJAh2L9/PyoqKjB9+nTk5OSgurpaXv/RRx9hzJgxKC8vx/z58xvdbv1jazAYsH79elRWVmLHjh1488038f777wMACgsLMXPmTKxZswZnz55FUlIS8vPzQ9rbvn07srOzAQDLli2Dz+fDiRMnUFpailWrVkGn0wEA7r33XtTU1OCnn35CYWEhjhw5ghdffBEAsGvXLixZsgQff/wxiouL8b///a9FLmMlIqJwDIFERO1cbm4ukpKSkJSUhK5du8rl06dPx8CBA6FUKnHgwAGUlJRg8eLF0Ol0SEtLQ25uLt59910AwOrVq/HYY4/h2muvhUKhQEZGBq644ooLbjs/P/+87QJAeno65s2bB7VajcmTJ0OpVKKoqAg+nw9r1qzBa6+9hu7du0OpVOKqq65Cx44dw7YzaNAgXHvttVCr1ejevTtmz54dMqpW37333guz2QytVos//OEPOHz4MMrKyuT1t956K0aOHAmVSoXp06dj//79AIB//vOfqK6uxoIFCyBJEkaNGoVx48Zd+CBEcOedd6JTp05Qq9WYP38+3G43fv75Z3n9kCFDcNttt0GpVEKv1ze63eBjq9Vq8X//938YMGAAlEolrrzyStx+++3y5/Pee+9h/PjxGD16NCRJwsKFC5GcnBzSXvCloBqNBmVlZTh69ChUKhWGDBkCo9GIs2fP4u9//ztWrlwJs9mMpKQkPP300/Kxfvfdd3HPPfdg4MCB0Ol0yMvLCxlpJiKilqOOdQeIiOjSWr58OebMmRNWHjySd+zYMZw7dy7kP/8+nw8ZGRkAgOPHj6NXr15N3vaF2gUQdvlkQkICbDYbSktL4XA4GrXdoqIi5ObmIj8/H9XV1fB4PLjqqqsarOv1erFo0SJs2bIF586dg1Lp/3toaWmpHDCD+5SQkAC73Q4AOHnyJNLS0uT3AEBGRgYqKiou2MeGLFu2DGvXrsXJkyehUChgtVpDRscaM9rakPrv27dvH5588kn8+OOPcLlccDqdmDRpEgD/PnXr1k2uq1KpkJ6eLi/bbDbk5+dj1KhRAIAFCxbA4XDgd7/7Hex2O+666y7k5eXh2LFj8Hq9Icc2+J7EkydPhhwTs9mMxMTEZu0fERFdHI4EEhHFKYVCIc9369YNXbt2RWVlpfyyWq04fPiwvP7o0aMNtmM0GkMuYTx9+nSj2z2fTp06Qa/XR9xusAcffBC9evVCUVERrFYrli5dCiFEg3U3btyIrVu3YteuXbBYLCguLgaAiPWDpaWl4eTJkyEjWIF7FIHwzwII/TyCff3111i6dCk2b96MiooKVFZWIjExMaQfwceoKeq/74477kB2djaOHz8Oi8WCBx98UN5OWloajh8/Ltf1er04ceKEvLxr1y6MGDFCvuTTaDTi5ZdfxpEjR/D1119j27Zt2LBhA7p16wa1Wo2zZ8/Kx9pischP/ExLSwv5rKxWKywWS7P2j4iILg5DIBERISsrC507d8aLL74Iu90On8+HI0eOyJcMzp49G6+88gq+/fZbCCHwyy+/yL/lNmjQILz//vuw2WwoKSkJuRfvQu2ej1KpxKxZs/Doo4/i+PHjEELgwIEDIZdtBlRVVcFsNsNkMqGoqCjkQTUN1dVqtejYsSMcDgeefvrpRn9Ow4cPh06nwyuvvAKPx4M9e/bID6cBgN69e8Pr9WLr1q3weDx44403QgJV/X6o1Wp06tQJHo8HeXl58r2Q0VZVVYXk5GTo9Xrk5+dj48aN8rqcnBzs3LkTX3zxBdxuN/74xz+GjGzWfyro9u3b5ct1zWYzJEmCSqVCSkoKsrOz8cgjj6CiogJCCJSUlMifz7Rp07BhwwYcPHgQTqcTzzzzTMiIKhERtRz+60tERFCpVPjoo49w5MgR/OpXv0JycjKmTp2KU6dOAQAmT56MxYsXY+bMmTCbzbjhhhvkEbRHH30UiYmJSE1NxaRJk3DnnXc2ut0LefnllzFs2DCMHDkSiYmJmDVrFhwOR1i9ZcuW4b333oPJZMJ9992HnJyciG1Onz4dPXv2RHp6Oq644gpkZWU1+nOSJAkffvghNm/eLD+xc9q0adBqtQD8lziuXr0a8+bNQ5cuXXD69GkMGTKkwbbGjh2L7Oxs9O3bF927d4ckSSGXUkbTqlWr8MILL8BkMuG5554L+XyuuOIK/OUvf8F9992Hyy67DGVlZRg6dCgA/+jozp07Q0Lg0aNHMW7cOPnJqWPGjMHdd98NAPjrX/8KSZIwcOBAJCYmYuzYsSgqKpL39/HHH8e4ceOQkZGBbt26ITExUf7siIio5ShEY65/ISIiogZNnDgRWVlZTRpRjJb7778f7777LoxGY8TLTi/Gv/71L8yePRs//PBD1NuuqKhAhw4dUFJSgq5du+LNN9/EggULUFNTg4MHD6J3795R3yYREfkxBBIRETXBV199hcsvvxwpKSn4+OOPkZOTg/3796Nfv36x7lrUfffddzh37pz88xAXa+vWrcjOzobL5cK8efPw888/Y9++fVFpm4iIGo9PByUiImqCo0ePYtq0abBarejWrRvWrVvXLgMgAFx99dVRbW/dunW49957oVAoMGzYsJB7E4mIqOVwJJCIiIiIiCiO8MEwREREREREcYQhkIiIiIiIKI4wBBIREREREcURhkAiIiIiIqI4whBIREREREQURxgCiYiIiIiI4sj/B+oKh3Rq+eKOAAAAAElFTkSuQmCC",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# el caracter \"_\" descarta la salida de la función\n",
"asy_axes = analyze_sys( all_sys, filter_names )\n",
"\n",
"# cerramos todas las visualizaciones salvo la respuesta en frecuencia\n",
"plt.close(2)\n",
"plt.close(3)\n",
"plt.close(4)\n",
"\n",
"plt.sca(asy_axes[0][1][0])\n",
"max_ripple = np.max(np.array(ripple))\n",
"plt.ylim(np.array([-2*max_ripple, 2.]) )\n",
"plt.xlim(np.array([3. * 10.**-1, 3. * 10.**-0]) )\n",
"_ = plt.title('Detalle de la banda de paso')\n"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/markdown": [
"#### Aproximaciones de Bessel-Thompson"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"#### Bessel_ord_2_rip_3_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{ 3 }{s^2 + s \\frac{1.732}{0.5774} + 1.732^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"#### Bessel_ord_3_rip_3_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{2.322 }{s + 2.322 } . \\frac{6.459 }{s^2 + s \\frac{2.542}{0.691} + 2.542^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"#### Bessel_ord_4_rip_3_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{9.14 }{s^2 + s \\frac{3.023}{0.5219} + 3.023^2} . \\frac{11.49 }{s^2 + s \\frac{3.389}{0.8055} + 3.389^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
" \n",
"#aprox_name = 'Butterworth'\n",
"#aprox_name = 'Chebyshev1'\n",
"#aprox_name = 'Chebyshev2'\n",
"aprox_name = 'Bessel'\n",
"#aprox_name = 'Cauer'\n",
"\n",
"# parametrizamos el orden para cada aproximación\n",
"orders2analyze = [2, 3, 4]\n",
"\n",
"# Mismo requerimiento de ripple y atenuación\n",
"aproxs = [aprox_name] * len(orders2analyze)\n",
"ripple = [3] * len(orders2analyze) # dB \\alpha_{max} <-- Sin parametrizar, lo dejo en Butterworth\n",
"attenuation = [40] * len(orders2analyze) # dB \\alpha_{min} <-- Sin parametrizar, att fija\n",
"\n",
"\n",
"print_subtitle('Aproximaciones de Bessel-Thompson')\n",
"\n",
"( all_sys, filter_names ) = sim_aprox(aproxs, orders2analyze, ripple, attenuation)\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"En este caso podría ser más interesante visualizar el detalle de la banda de transición."
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# el caracter \"_\" descarta la salida de la función\n",
"asy_axes = analyze_sys( all_sys, filter_names )\n",
"\n",
"# cerramos todas las visualizaciones salvo la respuesta en frecuencia\n",
"plt.close(2)\n",
"plt.close(3)\n",
"plt.close(4)\n",
"\n",
"plt.sca(asy_axes[0][1][0])\n",
"max_ripple = np.max(np.array(ripple))\n",
"plt.ylim(np.array([-30, 2.]) )\n",
"plt.xlim(np.array([3. * 10.**-1, 3. * 10.**1]) )\n",
"_ = plt.title('Detalle de la banda de transición')\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Comparativa de funciones de aproximación\n",
"\n",
"\n",
"Con este otro ejemplo se comparan las funciones de aproximación, para los mismos parámetros o requerimientos de plantilla.\n"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"text/markdown": [
"#### Butterworth_ord_5_rip_3_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{1.001 }{s + 1 } . \\frac{1.001 }{s^2 + s \\frac{ 1}{0.618} + 1^2} . \\frac{1.001 }{s^2 + s \\frac{ 1}{1.618} + 1^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"#### Chebyshev1_ord_5_rip_3_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{0.1775 }{s + 0.1775 } . \\frac{0.377 }{s^2 + s \\frac{0.614}{2.138} + 0.614^2} . \\frac{0.936 }{s^2 + s \\frac{0.9675}{8.818} + 0.9675^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"# comparamos las aproximaciones disponibles en scipy\n",
"aproxs = ['Butterworth','Chebyshev1']\n",
"#aproxs = ['Chebyshev1','Chebyshev2']\n",
"#aproxs = ['Butterworth', 'Chebyshev1', 'Cauer']\n",
"#aproxs = ['Butterworth', 'Chebyshev1', 'Bessel']\n",
"\n",
"\n",
"# Mismo requerimiento de orden, ripple y atenuación\n",
"orders2analyze = [5] * len(aproxs)\n",
"ripple = [3] * len(aproxs) # dB \\alpha_{max} <-- Sin parametrizar, lo dejo en Butterworth\n",
"attenuation = [40] * len(aproxs) # dB \\alpha_{min} <-- Sin parametrizar, att fija\n",
"\n",
"( all_sys, filter_names ) = sim_aprox(aproxs, orders2analyze, ripple, attenuation)\n"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/markdown": [
"#### Chebyshev1_ord_5_rip_3_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{0.1775 }{s + 0.1775 } . \\frac{0.377 }{s^2 + s \\frac{0.614}{2.138} + 0.614^2} . \\frac{0.936 }{s^2 + s \\frac{0.9675}{8.818} + 0.9675^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"#### Chebyshev2_ord_5_rip_3_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{0.7878 }{s + 0.7878 } . \\frac{s^2 + s \\frac{0.7149}{-2.918e+17} + 0.7149^2}{s^2 + s \\frac{0.7149}{0.6811} + 0.7149^2} . \\frac{s^2 + s \\frac{0.6305}{1.58e+16} + 0.6305^2}{s^2 + s \\frac{0.6305}{2.022} + 0.6305^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"# comparamos las aproximaciones disponibles en scipy\n",
"#aproxs = ['Butterworth','Chebyshev1']\n",
"aproxs = ['Chebyshev1','Chebyshev2']\n",
"#aproxs = ['Butterworth', 'Chebyshev1', 'Cauer']\n",
"#aproxs = ['Butterworth', 'Chebyshev1', 'Bessel']\n",
"\n",
"\n",
"# Mismo requerimiento de orden, ripple y atenuación\n",
"orders2analyze = [5] * len(aproxs)\n",
"ripple = [3] * len(aproxs) # dB \\alpha_{max} <-- Sin parametrizar, lo dejo en Butterworth\n",
"attenuation = [40] * len(aproxs) # dB \\alpha_{min} <-- Sin parametrizar, att fija\n",
"\n",
"( all_sys, filter_names ) = sim_aprox(aproxs, orders2analyze, ripple, attenuation)\n"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/markdown": [
"#### Butterworth_ord_5_rip_3_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{1.001 }{s + 1 } . \\frac{1.001 }{s^2 + s \\frac{ 1}{0.618} + 1^2} . \\frac{1.001 }{s^2 + s \\frac{ 1}{1.618} + 1^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"#### Cauer_ord_5_rip_3_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{0.2513 }{s + 0.2513 } . \\frac{0.227(s^2 + 1.581^2)}{s^2 + s \\frac{0.7535}{2.861} + 0.7535^2} . \\frac{0.7147(s^2 + 1.166^2)}{s^2 + s \\frac{0.986}{18.65} + 0.986^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"# comparamos las aproximaciones disponibles en scipy\n",
"#aproxs = ['Butterworth','Chebyshev1']\n",
"#aproxs = ['Chebyshev1','Chebyshev2']\n",
"aproxs = ['Butterworth', 'Cauer']\n",
"#aproxs = ['Butterworth', 'Chebyshev1', 'Bessel']\n",
"\n",
"\n",
"# Mismo requerimiento de orden, ripple y atenuación\n",
"orders2analyze = [5] * len(aproxs)\n",
"ripple = [3] * len(aproxs) # dB \\alpha_{max} <-- Sin parametrizar, lo dejo en ButterworthO\n",
"attenuation = [40] * len(aproxs) # dB \\alpha_{min} <-- Sin parametrizar, att fijaO\n",
"\n",
"( all_sys, filter_names ) = sim_aprox(aproxs, orders2analyze, ripple, attenuation)\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Se visualizan las características interesantes de la transferencia de Cauer, como es la transferencia equi-ripple tanto en banda de paso como de atenuación"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# el caracter \"_\" descarta la salida de la función\n",
"asy_axes = analyze_sys( all_sys, filter_names )\n",
"\n",
"# cerramos todas las visualizaciones salvo la respuesta en frecuencia\n",
"plt.close(2)\n",
"plt.close(3)\n",
"plt.close(4)\n",
"\n",
"plt.sca(asy_axes[0][1][0])\n",
"max_ripple = np.max(np.array(ripple))\n",
"plt.ylim(np.array([-2*max_ripple, 2.]) )\n",
"plt.xlim(np.array([3. * 10.**-1, 3. * 10.**0]) )\n",
"_ = plt.title('Detalle de la banda de paso')\n"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# el caracter \"_\" descarta la salida de la función\n",
"asy_axes = analyze_sys( all_sys, filter_names )\n",
"\n",
"# cerramos todas las visualizaciones salvo la respuesta en frecuencia\n",
"plt.close(2)\n",
"plt.close(3)\n",
"plt.close(4)\n",
"\n",
"plt.sca(asy_axes[0][1][0])\n",
"max_ripple = np.max(np.array(ripple))\n",
"plt.ylim(np.array([-80, 2.]) )\n",
"plt.xlim(np.array([8. * 10.**-1, 2. * 10.**0]) )\n",
"_ = plt.title('Detalle de la banda de transición - detenida')\n"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"text/markdown": [
"#### Butterworth_ord_5_rip_3_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{1.001 }{s + 1 } . \\frac{1.001 }{s^2 + s \\frac{ 1}{0.618} + 1^2} . \\frac{1.001 }{s^2 + s \\frac{ 1}{1.618} + 1^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"#### Bessel_ord_5_rip_3_att_40"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle \\frac{3.647 }{s + 3.647 } . \\frac{14.27 }{s^2 + s \\frac{3.778}{0.5635} + 3.778^2} . \\frac{18.16 }{s^2 + s \\frac{4.261}{0.9165} + 4.261^2}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"# comparamos las aproximaciones disponibles en scipy\n",
"#aproxs = ['Butterworth','Chebyshev1']\n",
"#aproxs = ['Chebyshev1','Chebyshev2']\n",
"#aproxs = ['Butterworth', 'Chebyshev1', 'Cauer']\n",
"aproxs = ['Butterworth', 'Bessel']\n",
"\n",
"\n",
"# Mismo requerimiento de orden, ripple y atenuación\n",
"orders2analyze = [5] * len(aproxs)\n",
"ripple = [3] * len(aproxs) # dB \\alpha_{max} <-- Sin parametrizar, lo dejo en Butterworth\n",
"attenuation = [40] * len(aproxs) # dB \\alpha_{min} <-- Sin parametrizar, att fija\n",
"\n",
"( all_sys, filter_names ) = sim_aprox(aproxs, orders2analyze, ripple, attenuation)\n"
]
}
],
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