mirror of
https://github.com/galera951/experiment-automation.git
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768 lines
832 KiB
Plaintext
768 lines
832 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"id": "5cff7367",
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"metadata": {},
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"source": [
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"# Кольца Ньютона"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"id": "e16deb44-1094-4981-b3b2-9170816472e9",
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"metadata": {
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"tags": []
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},
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"outputs": [],
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"source": [
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"# %load ../processing_tools.py\n",
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"import numpy as np\n",
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"from scipy.optimize import curve_fit\n",
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"import pandas as pd\n",
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"\n",
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"import matplotlib.pyplot as plt\n",
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"import matplotlib\n",
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"import scienceplots\n",
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"\n",
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"plt.style.use(['science', 'russian-font'])\n",
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"\n",
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"matplotlib.rcParams.update({\n",
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" 'figure.figsize': [6, 4],\n",
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" 'savefig.facecolor': 'white',\n",
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" 'figure.dpi': 175.0,\n",
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" 'font.size': 12.0,\n",
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"})\n"
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]
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},
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{
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"cell_type": "markdown",
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"id": "848f05eb-e21e-4fc0-8429-bed4cdcad3ee",
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"metadata": {},
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"source": [
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"## Стандартный подход к обработке"
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]
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},
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{
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"cell_type": "markdown",
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"id": "18f7eaab-03eb-44de-ac72-ad4c1908b33a",
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"metadata": {},
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"source": [
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"### Калибровка шкалы"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"id": "b7d28cdc-bfae-4af9-8fb3-11509f9ffab5",
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"metadata": {
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"tags": []
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},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"1.4353070925719702"
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]
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},
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"execution_count": 2,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"lamb = 577e-3 # мкм\n",
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"\n",
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"l = 700 # +-10\n",
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"dels = 96 + 700 - 76 # +-1\n",
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"k_mean = l / dels\n",
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"k_err = np.sqrt(10**2 * (1/dels)**2 + (-l/(dels**2))**2)\n",
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"k = (k_mean, k_err) # цена деления в микронах\n",
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"\n",
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"k_err / k_mean * 100 # %ошибки"
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]
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},
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{
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"cell_type": "markdown",
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"id": "52600d36-efe5-460f-acb2-6538c76b0361",
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"metadata": {
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"tags": []
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},
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"source": [
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"### Расстояния от центра до колец"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"id": "06aec23a-bfc1-4a32-a4bf-2abb6158f070",
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"metadata": {
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"tags": []
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},
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"outputs": [
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{
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"data": {
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"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 1050x700 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"center_pos = 482 # +- 1\n",
|
|
"dark_dot = (482 - 435) * k[0]\n",
|
|
"\n",
|
|
"dist = np.genfromtxt('iii-data.csv', skip_header=True) - center_pos\n",
|
|
"dist_si = (-dist)[::-1] * k[0]\n",
|
|
"dark_distances = dist_si[1::2]\n",
|
|
"light_distances = dist_si[::2]\n",
|
|
"m = np.arange(0, len(dist) / 2)\n",
|
|
"\n",
|
|
"# dist_si**2 = (dist * k)**2\n",
|
|
"err = lambda dist : np.sqrt((k[0]**2 * 2*dist*1)**2 + (dist**2 * 2*k[0]*k[1])**2)\n",
|
|
"plt.errorbar(m+1, dark_distances**2, yerr=err(dark_distances), label='Тёмные кольца')\n",
|
|
"plt.errorbar(m, light_distances**2, yerr=err(light_distances), label='Светлые кольца')\n",
|
|
"plt.scatter(0, dark_dot**2, marker='o', label='Граница тёмного пятна')\n",
|
|
"\n",
|
|
"plt.ylabel('Квадрат расстояния до центра, $\\\\text{мкм}^2$')\n",
|
|
"plt.xlabel('Порядковый номер m')\n",
|
|
"plt.legend()\n",
|
|
"\n",
|
|
"plt.savefig(r'images/dark-light.svg')\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "2adad890-f5df-4a1f-ac51-10126ec6f233",
|
|
"metadata": {},
|
|
"source": [
|
|
"**Тёмный проходит через (0,0)**"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "718516ca-f89a-490e-aa08-92635336ae3e",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"source": [
|
|
"### Рассчёт кривизны"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 4,
|
|
"id": "0ca07e96-9b37-4615-b120-f95e610f525a",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 1050x700 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"def line1(x, k):\n",
|
|
" return k*x\n",
|
|
"\n",
|
|
"([lR1], [[lR1_err]]) = curve_fit(line1, m+1, dark_distances**2)\n",
|
|
"\n",
|
|
"plt.fill_between(m+1, line1(m+1, lR1+lR1_err), line1(m+1, lR1-lR1_err), alpha=.15, edgecolor='none', label='Случайная ошибка')\n",
|
|
"plt.plot(m+1, line1(m+1, lR1), alpha=.65, label=r'Аппроксимация $r=\\sqrt{m\\lambda R}$', color='C0')\n",
|
|
"plt.errorbar(m+1, dark_distances**2, yerr=err(dark_distances), label='Эксперимент', marker='.', linestyle='none', color='C0')\n",
|
|
"\n",
|
|
"plt.ylabel('Квадрат расстояния до центра, $\\\\text{мкм}^2$')\n",
|
|
"plt.xlabel('Порядковый номер m')\n",
|
|
"plt.legend()\n",
|
|
"\n",
|
|
"plt.savefig(r'images/dark-approx.svg')\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 5,
|
|
"id": "2d3a2c1c-4e35-4c57-8cc7-f1ae559df7d2",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"R = 11.9 +- 0.8 мм\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"R = lR1 / lamb\n",
|
|
"R_err = np.sqrt((1/lamb)**2 * lR1_err**2)\n",
|
|
"print(f'R = {R*1e-3:.3} +- {R_err*1e-3:.1} мм')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "144b2708-3133-445c-bfe6-71ea94b27e70",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Обработка фото колец"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "08497bc8-6df7-4b62-a710-7525c402bed0",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Расчёт кривизны"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "471e57c5-197e-4f07-96f6-b9f7ba61e6fc",
|
|
"metadata": {},
|
|
"source": [
|
|
"Импорт, кроп, удаление шумов медианным фильтром, перевод в чб фото"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 6,
|
|
"id": "7e97f19c-7447-493b-bb0d-a9de3771a056",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 1050x700 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"import imageio.v2 as im\n",
|
|
"from skimage.color import rgb2gray\n",
|
|
"from scipy import ndimage\n",
|
|
"from scipy.signal import find_peaks\n",
|
|
"\n",
|
|
"face = im.imread('images/rings2.png')\n",
|
|
"face = face[170:2000,780:815]\n",
|
|
"\n",
|
|
"face_intensity = np.fliplr(np.swapaxes(rgb2gray(face), 0, 1))\n",
|
|
"face_intensity = ndimage.median_filter(face_intensity, 4)\n",
|
|
"\n",
|
|
"plt.imshow(face_intensity)\n",
|
|
"plt.axis('off')\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "f9fa0024-759c-4e76-9912-17c2a46813c5",
|
|
"metadata": {},
|
|
"source": [
|
|
"Усреднение интенсивности пикселей по вертикали и поиск максимумов"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 7,
|
|
"id": "bc5404a3-1d9e-400d-bf6e-2cbd11fa73e1",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 1050x700 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"array([ 20, 43, 68, 95, 123, 152, 182, 213, 250, 285, 332,\n",
|
|
" 379, 435, 516, 776, 865, 925, 970, 1012, 1054, 1085, 1118,\n",
|
|
" 1146, 1176, 1202, 1227, 1255, 1278, 1300, 1324, 1344, 1365, 1387,\n",
|
|
" 1406, 1426, 1445, 1464, 1482, 1499, 1518, 1534, 1552, 1569, 1586,\n",
|
|
" 1601, 1618, 1634, 1648, 1665, 1681, 1695])"
|
|
]
|
|
},
|
|
"execution_count": 7,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"intensity = np.mean(face_intensity, axis=0)\n",
|
|
"\n",
|
|
"peaks, _ = find_peaks(intensity, distance=10, prominence=0.03)\n",
|
|
"lows, _ = find_peaks(-intensity, distance=10, prominence=0.03)\n",
|
|
"\n",
|
|
"plt.plot(intensity)\n",
|
|
"plt.plot(peaks, intensity[peaks], \"x\")\n",
|
|
"plt.plot(lows, intensity[lows], \"x\")\n",
|
|
"plt.show()\n",
|
|
"peaks"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "06b6d86d-1b38-4f92-9a63-d0330ed68214",
|
|
"metadata": {},
|
|
"source": [
|
|
"Выбираем лучшую половину и нормируемся по центру **(между двумя светлыми участками)**"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"id": "05115497-10d8-42f0-b110-d92d5a927078",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
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"<Figure size 1050x175 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"half_peaks = peaks[13:]\n",
|
|
"half_lows = lows[13:]\n",
|
|
"half_lows[0] = (half_peaks[1] + half_peaks[0]) / 2\n",
|
|
"half_peaks = half_peaks[1:]\n",
|
|
"\n",
|
|
"# нормировка\n",
|
|
"real_dist = 2*(482-424)*k[0] # мкм\n",
|
|
"idx_dist = 786 - 526\n",
|
|
"step = real_dist / idx_dist\n",
|
|
"start = half_lows[0]\n",
|
|
"half_peaks = (half_peaks - start) * step\n",
|
|
"half_lows = (half_lows - start) * step\n",
|
|
"\n",
|
|
"plt.figure(figsize=(6,1))\n",
|
|
"plt.scatter(half_peaks, np.ones(len(half_peaks)), s=4)\n",
|
|
"plt.scatter(half_lows, np.ones(len(half_lows)), s=1)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "071fdd2b-4a7f-472e-b008-f2062ecb9c14",
|
|
"metadata": {},
|
|
"source": [
|
|
"Квадрат расстояния в зависимости от пор. номера для светлых и тёмных"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"id": "2b31d75b-c7bf-4c9b-99c2-d1ec456974a9",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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IaKQ7297Yp3KXOpzY8PfPkfe3Q+hwdGaTb756En7/0PWYHjeuRz2FXI4br5wkXYcHkWQrBK1atSqg5T3RarWwWq29Lmri+kO3YMEC8Zhr6GJvc79cH1q6/gEe6fWIelNYWAiTyYTs7GyPj2dkZMBms3kdmurtg3TX8w+3Bd0Gek/6o6SkBAUFBaioqPD4O15SUoKysrJe91F1bSvTW7+6ByVDmdlsRllZWY8vbV3D+we6//Vg3AupnjdvXPU0Go3XrdZ6+9LBYDBAo9GIr/mB9Ntms4lTdfyh1WphsVj63Z43SqWSfwOJaFSIUkT4VW5KaCwOnbbilmc/wLp3PkOHQ0DEWAXyv5+Cv2Xd6jEQHu78ygz7o6/frg7Gt7Emk0n8Q9f1Q7brj6o/upYd6fWGiqumRmPHM7cFvJ0DJy3I/KPv1+GvfpCC62b0LdPVH1dNjQ54GwPhyhZ5G4nhypzt27fP4+MajQZarRaFhYU9Mk/D1UDvSV+5AoDetrLKyclxa9sTV39zcnK8BkYWi2XY7MFaUFCA0tJSLF26tMdjXfdY78/1DFawJNXz5o3rtTqQNQRcc6BzcnLEL6H72+++PBcajUb8klfK+xQbGwtgeH3xQ0TUVzstn+KHh3/ns9z0sIn4eDeQ+84HuORwAgD+54qJeHnF9dBMGh/obgaNZMFwRUUFYmNj/RoeZ7FYBuUDhuuDY25ubr//0PW3nyO9Xk1NjcfjUVFRiIqK6tc5XcaFjRmU4cLaxBj8+r3DPRbP6mrahEg8sGgmt1nC5REHW7Zs6TXT1ttrKjs7G+np6T1WuC4rK+vTiq4Wi8XjQjn+vp491ddoNH1eVVaKe+Iv133z1UdX1s6fYMNms3kNBAbSZ6nur7+67n9ts9lQVFQkDpHtzyJmnrgCp0CR6nnzxtMoqb5yLaLXNTPcn373dVV6jUYjfqEt5X1yHbdYLAyGiWjEueTswLOVf0LOib/4XEFaBhki91+PX1QcAgCEj1XguaXzkKGbDblcNhjdHRC73Q673d7juLd4pSvJgmEAEAQBjY3uY9I9BcfCIGzb4BpKpdfr+/wNOvnmaVVxAHjmmWfw7LPPDm5n+kkhl2Pdci3ue2mX1yXh1y3XMhCGe0CxbNkyrx9EDQZDrx8q9Xo9lEolcnJy3IJhk8kk/p76O9/UU2DVlwCua33XvtxmsxnZ2dl+vWdIdU/8aSctLU3M7JWUlCAvL89jH7tev682XUNEy8vLPd7LysrKAQ1bH+j97auuIw6MRiOys7OhVCphMpkGFBAPRpAk5fPmjSuIHMj1uF7jrvs5GP3uSur2XOfr6xx3IqKh7tiFM/juZ+uxz34EQOe+wQVXPwFTpRX5DX/CpfDzYlnFhXEIrViA06c7v/S9ftYEbFx5A2ZOHlhyazDl5+fjueee61ddyYLh0tJSlJaWIikpCStXrvRZfubMmVI13YPNZsPKlSuh1Wo9zifu7x++kV6vL/bu3Yv4+PgexweaFR5sdy1Q40+P3jSi9xmWQtdAr7ctZvxhMBjcFtLqzxDFmJgYr4tw9ae+a4GvtLQ0GI1GNDY2+hzKLeU98aW4uBhKpRLFxcVISkqC0WiETqfrkWHr2gdf99V1r7wF8QPJlklxf/vCtW+6wWDodQj5QHT/oldKUj5v3mi1WrepQ/3RfT2Kweh3V1K353pOmRUmopFCEAS8fvYDPP7ly7jgaAMA3Kyaiz9dmwXTZ+14uXAXxuJuhMTVwRnRAnlLBOT1EyET5AhRyPDc0nl45PYrhl0iKDMzEytWrOhxvKamxmsCz0WyK128eDHWr1+PpUuX4oUXXsCGDRtw4MABr+X7OkyqL9LT06HRaLzue9yXP3zdV7UcyfX6Ij4+HgkJCT1+hlswDHQGxJ9u+CbeX7sYf1j1Fby/djE+3fBNBsLddM8K9Vf3hbSG0sJZrgDN3wWKpLonvtro+nvq+oJv8eLFHgObvvZpMOcF9/X++qOwsBBlZWXQarV+BcKe9qv1ZTAWWgr08ybF/HXXveuaaR3s15uU7XGuMBGNJJZLdiz99Bd46PN8XHC0IUSmQM6sB7E9JRdTxk7A2s0mCAIgE+RQ1E3GmJMaKOomQyZ0hoNx48OGZSAMdCbjPMUlnhJ33Ul+tdHR0Vi9ejWeeuopNDY24oUXXsCrr77ao5w/WzX1R0ZGBiwWi9dAGPBvJWXXwlJd/5CO9HqjmWtJ+PSFM3DjlZOG5RtBoLnm4PvaosbTKq9dP3B2XUhrqOn6++DPh+2B3JP+0mq1yM3Nhc1mQ3p6ute2epvD7Hqs63DlrkGizWYLyAiTvt5ff7ju/bJlyzw+3r2d/mSOuy7gFCj9fd76ev6SkhKvZXwtqOi6d11XTw90v7uTsr3htEgcEVFv/mU5gLkfPYyS2l0AgFkRU7En9TdYk3gvFDIFPjpS3+saOQBQY2vFnqP1g9HdISWgn/gXL16M1atXIz093a9s8UC5hl72FggDl/cL7W0PQtcHn64rVo70ejQ6+ZvxMhgM0Gq1yMvL81rHaDR63DKlezbOtW9oenp6wBZV6g/Xl3RKpdKvD8kDuScDkZWVJW4Z1D3L6uqTa9Vdb33SaDRu85CTk5PFrH1RUZHHQHug+np/+8JThs9kMokBnuv56c8K+jqdLuA7IPTneesL15ZKZrPZ6xdRrnvk6bVcUlICs9ks9nOw+t2dlO31deE+IqKh5qLzEtYcfQ2Ly404094AAFgx9evYf8PLSImeLZarsbb6dT5/y40kg5L+6potXrduHWbNmoWtW7dK2kZJSQm2bNniNUPT9YOd649fb9/0uwLJrh9iR3o9Gn26Bqm+spsAsH37dmi1WiQnJ/d4fbmCsu4fLsvKymA2m93aci2kZTKZekyZsFgsXgMWXwFN98DHW31Pvxsmk0kMBruuNeD6XfH25VJ/7ok/eusrcDk7ZzQae2TJtm/fjpSUFCQnJ/e4F673wq7Pt2vOs+v9oLi42GOfXQGhlPe3az1fz6un87rugytb7mI2m922ABrIXsNpaWniysS98fWceVp4qqu+Pm99lZubi6ysLGRkZPTIEHcdvdB9JENZWRnS09O9zsmWqt+u++NrKLsU7bmez4Gsrk1EFExHLlRh4SdPIPfkFggQEDNmPN6+7mfYdM2TiAwJF8udb72EzR+e8Ouc8apw34VGGmEQnDhxQlizZo0QExMjyGQyQaVSCWvWrJHs/BUVFYJWq/X6eGVlpZCVleV2TKvVCr1dvrfHR3o9X6qqqgQAQlVVVZ/r0tCg0+kEjUYjKJVKAUCPH41GI2g0GqGiosLrOYqLiwW9Xi/odDrBYDAIBoNBKC0tdStjtVoFvV7vdm69Xi8+npWVJRQXF4v/r9frBY1GI5bVarWCwWAQBKHzd9hgMHh9vKKiQtDr9W7X5Ku+TqcT9Hq9eB0ajUbIysoSKisr3a6xe/8LCgr6fU/84etaXWW6Pu66HlffXQoKCsTr1Ol0glarFXJzcz22azAYxPvR/bkPxP3trZ7BYBCysrKErKwswWAwiO9XXdv1dh69Xi8YDAa368zKyhKUSqXHe+QvAG6v164G+vrsri/PW3+UlpaK53W9VisrK8X+Wa1W8Tlw9cGf13J/+u163XW9d0qlUnwerVarpO11vQeuayUiGso6nB3CvxoPCG+d3S78q/GAcMlxSSisek+IKL1TwAdpAj5IExbvyxKqW+t71P34aJ1w7Y/fFcbd95bPn6uf/KvQ4XAE4QoDx5+4JaDB8Ntvvy2kpKQIcrlckMlkQnJyslBSUiJpG1ar1eMHHKvVKv5kZWX1+ADr+kPo6cNNZWWlAMDjH9WRXs8XBsNEFCyuoBNAv75oGAhXYD+SuYLh0WA0PJ9ENPy9fW6XMP0/3xODXnyQJoR3CYLHbPu6sOFEseBwugexlzocwi/fPihE/+DPYrCb9vw2Yfz3PQfC47//lvDXvaeDdJWBE5RguGsWWC6XCyqVSjAajYLZbJa6KUEQhB7ZEW8/nrJcubm5glKpdAukrVarmF3wZqTX6w2DYSIKNp1O5zVDHyiuLxFHciZxNAXD3j4XEBENFW+f2yXIPrjNLRDu+jP13/cKpqZjPepVnrMLi579pxjoTjEUCZt3mwWn0yn8de9p4eon/9ojIzwSA2FB8C9ukQmCIPR5bLUHO3bsQG5uLsrKyiAIArRaLbKzs7FkyRKP5ZctW4YtW7YMqE2j0ej3Fh1Wq9XjAitlZWXIzc11264hIyMDer2+1/ON9HreVFdXQ61Wo6qqCgkJCf06BxHRQJSVlcFkMkmyOnFfpKenY8GCBYPe7mBRqVSw2WyQ6GPBkFVYWIji4uIBzb8mIgokh+BA0q77caqt1muZaWETYb7pj1DIFAA69xh+c5cZWW9WoLmtAwCwcHYcNmUsxPS4cZfP7XRiz9F61FhbEa8Kx8LZcSN2FxV/4hbJgmG5XA6VSgWDwYCMjAzMmDHDa9n9+/cjJSUFDodDiqZpEDEYJqJgM5vNKCgokGR14r62m5ycjBMnTozI/WlHQzBss9mQmJiIiooKbqtEREPWvy0Hsah8te9yKRtwc8xcNJ5vx+Ov78XfyqsAACEKGdbefS0y77x6xAa6/vAnbgmRskGVSoWKigpxxVAA4h9VmUyG6OhomEwmmM1myGQyKZsmIqJRYjD2/fXW7qZNm5Cenj7isopdV8s2m80jNlBcuXIlNm3aNGKvj4hGhrPtjX6X+9ehc8jYtEfcFilp0ni8tuorSNbEBrKLI4ZkwbBGo8Hx48f9KltWVobbb79dqqaJiGiU6b4902DR6/XiXr0GgyEofZCSzWbrsS1YUlISNBoNSktLR1TQWFJSgpiYmH5PEyIiGgxtjovYUvNvv8r+fVcD/v6PHeL/339LEnK+o8W4sDEB6t3II1nevC/7aOp0Oq9ziYmIiIayrKwsVFZW+twPdzhQKpWorKyE0LmgpvhTWVk5ogJhs9mM0tJSj/skExENFUcvVOOGvY/jbw0f+yw7tm08/vZeOwAgZlwoNj/xVfzuwesZCPeRZHOGm5qaEB0dHbDyNDRwzjARERERkbTeqtmOjC9+gwuONgBA8vhZMJ0/DgEeQjUBCNu5CCFV06G7Nh6vrLwBk5Xhg9zjoW9Q5wz3NbC1Wq0MhomIiIiIaNRqcbTh8S9fxmtn/gkACJEpkDvrIWjqUrF851to1+6FMO6CWF7WHInQilSEnZ2Bdd/TIkM3G3I512LqL8mC4VdffRUrVqzwu3xGRgY++OADqZonIiIiIiIaNr5oPoWlB3+Bzy+cAgDMCJuELdc9jeTxszH3t39HSMN0KKrUcMbVwRnRAnlLBOT1EyET5IhThsGgm8VAeIAkmzPcly0utm/fjrKyMqmaJiIiIiIiGjb+98w2LPj4UTEQvmfijdi/8BWkRl+Jj47U43RDZzZYJsihqJuMMSc1UNRNhkzoDN9qbK3Yc7Q+aP0fKSQLhisrK/HOO+/4LLdhwwbcdtttUjVLREREREQ0LDR3tOIHn+Xhgc83oMXZjrGyMfjdlY+g5LqfQjlmHACI2yT54m858k7SfYZXrFgBnU6H8ePH93jMbrcjPT0dZWVlEASB+wwTEREREdGo8el5M5Z9+kt8eaEKAJAUPgVbrluL5KjZYpmLHQ7888AZv84Xr+KiWQMlWWZYqVQiPT0dt956a4/HDhw4gMTERJSWlmL+/PkoLi5GYmKiVE0TERERERENSYIgoLD6PVz/yeNiILxs8s0wLfy9WyB8uNqGRc9uQ/HHp3yec9qESCycHRewPo8WkmWGLRYLAMBkMmHVqlV45ZVXAHQOizYajRAEAbm5uVi9ejUAQKvVStU0ERERERFRUDkEB3ZZD+FseyOmhMbiJtUcXHC0IeOL3+Av5/4NAAiVj8Fvr/whVk69Qxwp63QKeHnbETxbfADtl5wAgKsTonH4TBM8bYIrkwHrlmuhkEuW1xy1JB0mDXQGuTqdDtnZ2TCZTCgtLYVGo0FxcTHmz58vlmNmmIiIiIiIRoKttbuReaQAp9pqxWPxY2MgQMC5i1YAwBURCSi67ieYO14jlqluvICHN32M/3zRWS90jBzPpc/DqtuuwN8rqrF2s0lcTAvozAivW67FXQvUg3RlI5vkwTAALFmyBHv37kVpaSnS09OxZcuWQDRDQVRTUyP+OyoqClFRUUHsDRERERFRcGyt3Q39wechwD2NW3PRIv77e/GL8cpVj2NcSOc8X0EQULznFDLf2IemlksAgLnTVHj14YW4KkEJALhrgRp3Jk/FnqP1qLG2Il4VjoWz45gR7oXdbofdbgfgHq94I9mdXLVqldv/5+bmQq/XIzs726/yNLykpqZCrVZDrVYjPz8/2N0hIiIiIhp0DsGBzCMFPQLhrmLHROH1a34sBsKW5nY88PKHeGjjR2hquQSZDMi882r869nbxEDYRSGX48YrJyF94QzceOUkBsI+5OfnizFKamqqz/KSZYbLy8t7HCsqKsLtt9+OkpKSHitMeypPw8fevXsRHx8PAMwKExEREdGotMt6yG1otCeNl+z40PYFbo6Zi+2f1WDVqx+L2yLNiItEgWEhvnLFxMHo7oiXmZmJFStWAOjMDPsKiCULhisqKjBr1iwolUq342azGTNmzIBGo3E7ZrPZpGqagiA+Ph4JCQnB7gYRERERUdCcbW/0q9yJC3X4+z/KUVB2VDz2/ZuTsP47WowPHxOo7o06fZ2+Kemc4crKSq+PVVRUuP0/9xkmIiIiIqLhqtXRjn82+Dfadd2bx1FzuDNImzA+FL978HrcmczEUrBJFgxrNBqYTCa/InGbzYaUlBSpmiYiIiIiIho0f6/bg8e/fBknfQyRBgBZ8zic/XIcZAC+Nm8Kfv/Q9ZgYHR74TpJPks3A1ul0fqeklUoldDqdVE0TERENWRkZGTCZTMHuBvnJZDIhLy8v2N0goiHqREsNvrX/Z/jWgWfEQHi6PAFe188SgNCKBRg3dix+92Aqip68mYHwECJZMGw0GgNanoiIaLhJT09HUlIStFptsLtCftJqtVAqlSgsLAx2V4hoCGlzXMTzlW/i6o9W4u/1HwMApoTGYvO1axHxf99C2M5FkDVHutWRNUcibOciRNQkYufPv4b7b5nJqaJDjGTDpBMTEwNanoikZTabUVJSgi1btsBsNiMmJgZKpRIajQbZ2dluH97T09NRXFwcxN4SDT95eXmw2WzIysoKdlckk5aWBovFArPZDACwWq1B7lFgGAwGpKWlISYmBnq9PtjdIaIg+2fDPjz25e9xvOUsACBEpsCPpt2NnyV9DweOnUdVw3aEYDoU1Wo44+rgjGiBvCUC8vqJkAlyXIQTdU2tmB3PHViGmoDtMyx1eSKSTkZGBpKSklBaWorc3FxYrVZUVlaioqICubm5KCgoEIcJ5uXloaysLMg9JhpezGYzcnJyRtyXSAUFBcjIyIDNZhvxu0IUFxdj5cqVYuBPRKPP6dY6LDnwc3zd9LQYCN+smosDC1/BC1cYMD4kQtwiCQBkghyKuskYc1IDRd1kyITLoVbXcjR0SBYM93XfYO4zTDT4bDYbkpKSUFhYiOLiYpSWlvaYv6/RaFBQUAClUom0tDROaSDqh/T0dGRnZ/fYbnC402g0MBgMI+66PFEqlcjOzuZ7INEodNF5CetP/AVXffgQttbtBgBMHhuDt65dg3+lvIBrxs0Qy15yOP06Z7yK84SHIkn3GY6NjUVMTIzPshaLZcR/o0w01NhsNiQmJsJms3kMgrszGAyw2WzMChP1kclkgslkwvbt24PdFRogg8EAo9EIs9kMjUYT7O4QkcQcggO7rIdwtr0RU0JjcZNqDv5lOYhHD7+EIy3VAACFTI7H1HfhuZnfR1TI5TnBFzscyP/HF8h795DPdqZNiMTC2XEBuw7qP0n3GRYEAY2N7htPewqOBcHbcmtEweHpzVAhUwS7W5JKT08X5y/6u5p7VlYWCgoKYLFYAtw7opHDaDRCr9ePiuzpSOfa/cJoNI64Ie9Eo93W2t3IPFKAU122RoqQh6LF2S7+/43KOfj9VY9i7nj3L8P2Hm/Ao699gsNnmgAAIQoZOhye4xuZDFi3XAuFXLIBuSQhyYLh0tJSlJaWIikpCStXrvRZfubMmVI1TTQgnt4Mp4dNQv4VGbhn0o1B7Jl0ysrKxAxvdnZ2n+oajUYOEyTyk2s0BQOnkSMjIwPp6enB7gYRSWhr7W7oDz4Podt+SK5AOEoRgd9e+UN8f0qa2+rPzW2X8HzJp3il9Ahcub2vXBGH3z14PQ5XN2HtZhNON1wQy0+bEIl1y7W4a4E68BdF/SITJE7TNjU1obCwEDKZDDqdDvPmzfNYbunSpSgqKpKyaRoE1dXVUKvVqKqqQkJCQrC7M2De3gwBQAYZSq776YgIiJOTk2EymaDValFRUdGnuq7h1SN11VgiKZWUlCA9PR1Wq3VEZ4ZVKhVsNtuoGOlls9mgUqn8ml5CREOfQ3Agadf9bkmQ7tRhcThx0xtuowRLPz2LJ17fi6rGFgBAVPgYPL9sHu6/ZSbk8s6A2eF0Ys/RetRYWxGvCsfC2XHMCAeRP3GLpMOkASA6OhqrV68GAGzfvh0vvPACVCoVVqxY4VaOgTB509zRis+bTwa8HYfgxCOHX/IYCAOAAAGPHH4Jk8eqoJAF/o3smnEzMC5E+sUVbDYbTCYTAGDZsmV9rq9UKrF06VK38xmNRpSVlYmrrOp0OnE+ndlshsViwbJly3rdUiYvLw9btmxxm4eXm5vbY16e6xtZVxtms1nMcmu1WqSkpMBisaCsrAw2mw0VFRXitlCuraNc5ZcuXQqlUgmbzYby8nLxvrjOU1BQALPZjNzcXLfr6/q4J652SkpKxGM6nQ7p6ekwGAz9vnZf/O2rK3ABOhdAMhqNPfpVUlKC0tJStzUdvPW/+3UH+v56u1aNRgOdToeCggKYTCbk5OSIr4Pezus6l8ViQUxMDMxmM9LS0iTZAqm0tBRKpdJrIOzpOlyv7a51ysrKPN6/7vrzvPVFWVmZeK9SUlIAdGZKXVzvB67tlmJiYpCRkeFzO6K+9Hsg7wH9aa871/PJYJhoZNhlPdRrIAwAVW312G39HDfHzEXD+TasecuELR+dFB//hjYB+d9PwZSYCLd6CrkcN145KRDdpgCRPDPsib/ZYhr6BiMz/IntMG7Y+0RAzj2UfZz6G1yvvEry85aVlSEtLQ1A57YoUn1IdmVLgJ7rAJhMJiQnJ3vMRNtsNixevBgxMTEoLS0Vj7syal0/cLraqKysdAsUXcFd1+ybK4NdXFzc4wNrSUkJLBaL27WbzWYkJSVBo9GgsrLS6/UplUq/s+JGoxF5eXkwGAweA5e+XHtfuPrq7VoyMjJQVFSETZs2eQxSXPPJi4uL3QIyb8e7G6z727Ue4Hn9Cddrz1u7JpNJnP/Z9ZrS0tJgNptRUVExoIxucnJyj+e3P9fh6/4BA3/efHG9nru/b2RkZKCwsBAAerzWXa9lb78Dfe23FO8BUtwn1/7KfR1ZQ0RDzy/Nf8ZPjv+vz3JvzVmDkJMaZL1VgcbzncOnJ0aH4cX7UnDXArXb8GkamvyJWwYlb+/KFj/11FNYt24dZs2aha1btw5G00SjXtc9MqVcDdX14dHTh0itVgu9Xg+TySTuV+yyePFimM3mHsGCXq+HXq93m5tnsVig1+t79Nu1MF/Xtl3boHhaqV6pVPZYzM/TOTxdnz8r5LskJSW5/be7vlx7X/T2XJhMJpSXl+PEiRMeA+G0tDSYTCYxo9mVa95rcnKyz/YH4/52refttew67q1db/Pfi4uLYTabBzw31N9Vh31dh6/7J8Xz1htXIJybm9vjC7SuQW5ubq7bY3q9HgUFBSgsLHTLIPe33wN9D5DqPrky0kQ0fF1yduC5yj/hZ8ff8Kv8xner8NDGj8RA+L6valC+/k58O3UaA+ERRPJh0p6cPHlS/OPo+hZ33759uOeeewajeRpmrhk3Ax+n/ibg7VTYj+GRL1/yWe7lKx+DNirwC7513bMuUIK9pVlhYSFMJlOPD9AuGRkZKCkpQV5eHrKysmCz2cSstj+0Wq3HD6w2my3o8zf7eu1ScA0N9ZbNKikpQVlZWa/Dk41GI9LS0nrt11C4v/4ym80wm80oKipyC/KUSiW0Wu2AtxIbjHsh1fPmjdlsRl5eHjQajde6ruDQ07UaDAbk5uaKAXHXaQt97fdA3gOkvE+u4f9ENDx93nwSPzj0AirsxwAAMsDLJLlO8gvjYPpYARmAxInj8NsHUnHLNZMHo6s0yAIaDG/duhU5OTkwmUwQBAFarRaFhYVYsmRJIJulYW5cSHhAhgt3lxI9G3kni3udNzI9bBIM6juG9TZLXTMqg5XZKCsrQ0lJCbRardsHTFcg6G0osGtO4r59+8Rjfclme8veWCyWoO8R2p9rHwhXBrS3QCAnJ8etbU9c/c3JyfEaLAyF++uvgoIClJaWus2Dd3FlG/u7p+xgBUtSPW/euF6rvub99iYjIwNGoxE5OTliBra//e7ve4CU9yk2NhbA8Prih4g6F8vKP/k2fnL8j7goXAIA3KScg3sn34JHv/y953VjBGBs+QIooMBjd1yJtXdfi4jQQckfUhBI/sx2zQLbbDZxiHRGRgYSExOlbo6o3xQyBfKvyOh1Nen8KzKGdSAMuH8Q7L4PuL9cK1F7YrPZxPmDlZWVMJlMsFgsKC4u7vFh2vUhteuiS97OCcBrm95oNBqPc6IHEqRYLBbx+rq209e5vX299oFIT09HSUmJzz66FmjyJ9iw2WxeA4GhcH/9pdPp3OakFxUViXNypfqyyBU4BYpUz5s35eXlAIAFCxb0q3/A5d9dV1+7/rsv/R7Ie4CU98l13GKxMBgmGiaOt5zB/Yc24EPb5wCAUPkYrJv5AJ6Yfjf+UX4WoTtvQbt2L4Rxl7dCkjVHIrQiFUmtV+PN527CvBl9m8pDw49kwfCOHTvEFTJdWeDs7GyvWeBly5Zhy5YtUjVP1C/3TLoRJdf9dETvM+wa/mkymdw+mPZF1+yOp/O7ggudTgez2Yzi4mJs2bIFWq3WbZVpl2XLlnn9gGowGCT/sFlZWTmghcO6BmauBZjMZjOys7P9yroN1rW7VkV2ZfZ6G3bdNYD11WbXFaI9BanBvr99VVhYKN4jo9GI7OxsKJVKmEymAQXEgxEkSfm8eeN6nxjI9XT/vR+MfncldXuu8/V1jjsRDT6n4MQrVf9A1tFN4r7BKVGz8cacLFw1bhocTifWbjYhpGE6FFVqOOPq4IxogbwlAvL6iZAJcjhjBVw7TRncC6FBIVkwrNPpoFKpkJWVhYyMDMyYMcNr2f3797ttQUIUTPdMuhF3TVyI3dbPcba9EVNCY3Gj6pphnxHuKjc3F2lpaeLWI335kGuz2Xx+AOwa3LmyekajEUlJSWKGuGsZZS9bzwTCQLI5MTExPa5Pr9cjLS0NRqMRjY2NXucBd63jEuhrd62MW1xcjKSkJBiNRuh0uh4Ztq598PWacAUC3oL4YN/fvnD9HvS22vFA9XcEhj+kfN68cX15NpCMvysI9rS4W6D63ZXU7bmeU2aFiYa20611eOjzF1Fm2Q8ACJEp8EzS97Bmxr0IkXd+rvvoSD1ON3Rmg2WCHIq6yej+ia+qsQV7jtZzm6RRQNLVpFUqFSoqKpCRkYHbb78dt99+O2677TbcdtttuP3227F06VLMnDlzQCtc0tBQU1OD6upqVFdXw263B7s7A6aQKXBzzFwsj1+Em2PmjqhAGHAfGuqaR+evoqKifq2wm52dDQBYuXKleMxTlni4cgVo3VfL9mYwrr37XrWubP7ixYs9BjZ97dNgzgvu6/31R2FhIcrKyqDVav0KhPszkmIwFloK9PMmxfx1173rmmkd7NeblO1xrjDR0CYIAv73zDZcu8cgBsLXjkvEvutfwk803xUDYQDYc7Ter3PWWFsD0lcKLLvdLsYoNTU1PstLFgxrNBocP34c27ZtwwcffCD+bNu2TTxWVFQklqHhLTU1FWq1Gmq1Gvn5+cHuDvnBlTHMy8vz+0O+axug/gxVdH1wtNls4odR16JOvvZg9bb9jb+6Xp8/me3+6OvCZIN17V1ptVrk5ubCZrN5/ELD1VZvc5hdj3UdrjwU768/XPd+2bJlHh/v3k5/MseDsQVPf5+3vp6/txFcFoul13O47p3rS7Gu5w1Uv7uTsr3htEgc0UjlEBz4t+Ug/lyzA/+2HIRDcAAAzrVbcNeBZ/DA5xtg72iBHHJkJ96LfTf8DvOiLm91eLHDgV+8/Sl+ufVTv9qLV4UH5DoosPLz88UYJTU11XcFQSIZGRl9Kp+eni5V0zSIqqqqBADC3r17haqqKqGqqkpoamoKdrfIT5WVlYJGoxEACMXFxb2WtVqtgk6nE6xWq9cyAASlUunxsdLSUo+Pa7VaAYDX82ZlZQmlpaW99s11DZ4UFxcLAASDwSAIgiAUFBR4PJ/VahUACFqt1ms7AASNRuPxsYKCgh7X5zqWm5vrsY4U195bX71di6tdT/3SarVen0PX413vQTDvrz/1emtXr9cLAISCgoIej1VUVAhKpVIAIFRUVIjl+yorK6vX+9lVf69DEPr+vPVVVlaW13slCJ199/Za7v4aCUS/e3sPCER7SqVSyMrK8lmOiALj7XO7hOn/+Z6AD9LEn+n/+Z6Q+eVGIWbHPeKx2bseEPZYv+hR/9NTFmHh0+8J4+57Sxh331vC+P/+19vP1U/+VehwOIJwpTRQTU1NYoyyd+9eAYBQVVXltbxkmeG+zunatGmTVE1TEMTHxyMhIQEJCQmIiooKdnfITxqNBhUVFTAYDEhPTxfnT3bl2mN05cqVKCgo8Do00DUU1NOQULPZLGYiuy+8tX37dmi1WiQnJ/fIoLmGxPrKRLvqecpwu+bkuvYmLS4u9ng+14q53oa0uo57yvKZTCZkZGSI53dxrUrs+m93Ulx7X/sKXM7OGY3GHs/39u3bkZKSguTk5B73wvUcds1mB/P+dq3nLTPpOu7pvK774MqWu5jNZrdF4gay13BaWpq4MnFvfD1nnhae6qqvz1tf5ebmimuAdM8Qdx290H0kQ1lZGdLT073OyZaq3729B0jdnuv5HMjq2kTUf1trd0N/8PkeW2GeaqtF/qm3Ybl0HgDwxLS7sX/hy7ihy/aclzqcyHv3EG5+5gN8dtoGALjpqonI/0EKZDLP7clkwLrlWijkks4mpUESFRUlxijx8fE+y8sEQehtz2kiN9XV1VCr1aiqqkJCQkKwu0MDYDabUVJSgi1btsBsNiMmJgZKpRIajQbLli3zuseozWYTgyrXB1KdTuc2P89sNotDdL0NLXS1bbPZxDLp6eleg8GMjAxYLBa3FX9dK1nHxMQgNzdXDNxdZYHOAKjr4lEmkwk5OTniYmJA53DilJQUFBQUwGw2iyvjd72+7sO+9Xo9MjIyoNFoxGvpGjS4FoHytMpyX6/dG0997XotrjJpaWluQZdOp0NBQYHbc1NYWCgOpbfZbLBYLFi2bJnH4aODfX+9Xavrdde1bnl5uRggudo1Go0ez6PVahETE4OkpCTxOo1GIwoLC8X+9mdorEwm87i1mLfr6Hp/fN2/7vryvPVHWVkZcnNzYbFYxLnERqNRDC6tViuMRiOUSiXMZrP4/uDrtdyffvflPUCK9rreg7S0NFitVs4bJhpkDsGBpF339wiEu1JAjn8mr4Mu1n2hyMPVNmQUfoz9Jzv/XoWPVeDnS+fBoJsNuVyGd/dVYe1mk7iYFgBMmxCJdcu1uGuBOjAXRIPKn7iFwTD1CYNhIhoOXEFnYWFhv+e995e3UREjiUqlgs1mw2j4CDEank+ioerfloNYVL7ad7mUDbg5Zi4AwOF04jf/9yV+ufVTXOxwAgBumBWHjYYbkDRpvFs9h9OJPUfrUWNtRbwqHAtnxzEjPIL4E7dItrUSERHRUKHRaMRM9GCvXp6bm4ukpCSuQDxClJSUoKKiItjdIBqVzrb7t1Wdq9zRGjseLtyDfZWd/x86Ro6f6a/DI7df4THIVcjl3D5plONXH0RENGIZjcaAb3XUnWuv5MLCwkFtl6RXWFjocZ9uIhock8ao/Co3eWwMXvrnl/ifn7wvBsIpmlh8+PzX8fjXr2K2l7xiZpiIiEYsjUYzoIWk+is3NxfJyckwGAzMDg9TrvnPzAoTBYe5pQY/Of6/PstNHROHnI3nsOdIZxA8NkSOtXdfiyfuuAohCgbB1Du+QoiIaMQajH1/vbW7adMmj/s7D3ddV8sOxr0dLCtXrsSmTZu4vzDRIBMEAW+cLcW8Pavwsf2wj8IynP/3XDEQnjdDhV0//xp+/M1rGAiTX/gqISKiES1YCx+5VhQfKcOlbTYbkpKSoFJdHraYlJSEpKSkERcUl5SUICYmxuuq+kQUGNZL57H8s3X4waEXcN7RAoVMjuVh30bYzpsha450KytrjkTYzlvgPKFGiEKGp++5Fjt+djuuTlAGp/M0LHGYNBERUYBkZWXBaDTCZDIN+3mnSqXS6x7aI4nZbEZpaanHrayIKHD+Y/kU9x3KRVVbPQAgKXwK3piThZXPH0NIgxKKqulwxtXBGdECeUsE5PUTIRPkGKOQYfvPbsf8xJggXwENRwyGiYiIAig3NzfYXaA+cK1ETkSD46LzEp6pfAO5J4ogoHO7tgen3o5fX7EKB46dx+mGAwAAmSCHom4yFN3qX3IIuNB+aXA7TSMGg2EiIiIiIhp0Ry5U4bufrUeF/RgAQBUyHoVXPwH95K8CAGqsdX6dp8baGrA+0sjGYJiIiIiIiAaNIAh49cz7+NGXr6DF2Q4AuDVmHv44ZzUSwuLEctERY/w6X7wqPCD9pJEvKMHwq6++isrKSnExDq1Wi1tvvTUYXSEiIiIiokHScLEJKz7Px7v1ewAAY2QhWDfrAWROXwK57PLavp8cq8dTfyr3eb5pEyKxcHacz3JEngx6MJySkoL9+/dDo9Hg2LFjOHHiBEwmE5YuXYrU1FQ89dRTg90lIiIiIiKSiENwYJf1EM62N2JKaCxuUs2BQqbAtoZy/ODQBpy7aAEAXBmpxp+vzcb8qJli3UsdTuT97RDy3v0cTkHotR2ZDFi3XAuFnBvkUP8MejAsCAKELi/sxMREJCYmYsmSJXj77bexbNkybNmyZbC7RUREREREA7S1djcyjxTgVFuteGxa2ETMHTcD/2jYKx77ofqbeGH2SkQowsRjx8/ZsbJgD8orO/cNjgofg/wfpCBsjAJrN+/H6YYLl885IRLrlmtx1wL1IFwVjVQyQfDxlYvEmpqaUFRUhKVLlyI6OnowmyYJVFdXQ61Wo6qqCgkJCcHuDhERERENEVtrd0N/8HlxVWhP4sZE4w9zfow7424QjwmCgD/+pxJr3jLhQnsHAOArV8Sh0LAQ0+PGAQAcTif2HK1HjbUV8apwLJwdx4ww9cqfuGXQM8PR0dFYuXLlYDdLREREREQB4hAcyDxS0GsgHC4fiwMLN2JKWKx4rN7ehsf+sBfvmaoBACEKGX5yz1z86BtXuQW7CrkcN145KXAXQKMSV5MmIiIiIqIB2WU95DY02pNW50UcazkjBsPbDp7Fqlc/Rl1TGwBgdnwUXlv1FcybERPw/hIBgxgM79+/HwUFBbBYLJDJZMjNzcWMGTMGq3kiIiIiIgqQs+2NfpdrvdiBn/7lAArKjorHVy6ehV/cOx8RoczV0eAZtFfb/PnzsXHjRvH/b7/9dnzwwQeD1TwREREREQVIVWudX+VarGNw02/+iSNn7QCAuKgwvLLyetx+3dRAdo/Io4AFwydPnvR43GazoaysDOXlvvcNIyIiIiKioetMWwN+dOQVlNTu8llWJajw1IbT6OhcIwt3zJ+Klx66HnFRYb1XJAoQSYNhu92O9PR0lJWV9VpOEAQYjUYpm6ZBVlNTI/47KioKUVFRQewNEREREQ2mDqcDL1W9i58e/yOaHa0AAGXIONg6mj1XEIDWnfMQ0gFEjFVg/XeTcf8tSZDJZIPYaxrp7HY77PbOUQdd4xVvJA2GtVotzGYztFotYmJiYDabodFoxMfNZjMsFgtKSkpw6623Stk0DbLU1FTx38888wyeffbZ4HWGiIiIiAbNJ7bDePjwb3HgfCUAQA45Hpn2Tdxg1+Ghv21Fu3YvhHGX9wSWNUcitCIVIVXTkayJwaaMr2BWPBMpJL38/Hw899xzfpeXLBh+4YUXoNFoUFFRIe4fvGbNGqxfv96tnMlkQm5uLoPhYW7v3r2Ij48HAGaFiYiIiEYB26VmrD32B2ysfk/cQik5ahY2XvUE5o+fiblP/R0hDdOhqFLDGVcHZ0QL5C0RkNdPhEyQIyp8DP65VoewsVwkiwIjMzMTK1asANCZGe6awPNEsldiWVkZtm3b1uO43W53C5a0Wi3Wr1+PDRs24KmnnpKqeRpk8fHxXjevJiIiIqKRQxAE/PncDmQeKUDdRRsAICokAutmPoiH1d+AQqbArsO1ON3QmQ2WCXIo6iZD0e089tZLKDc3cr9gCpi+Tt+U+y7in8TExB7HkpKSUFRU5LFsZWWlVE0TEREREVEAHLlQBV2FEd/7LFcMhO+dfAu+/J/X8Mi0b0Eh6wx5a6ytfp3P33JEg0GyzLDVau1xbOnSpUhJSRFT1V1ZLBapmiYiIiIion5yCA7ssh7C2fZGTAmNxU2qObjo7EDOib8g90QRLgqXAAAzI6bg5aseQ1psslv9C+0deP/AGb/aileFS95/ov6SLBhWqVTiyl1FRUVYunQpoqOjIQgCfvjDH+Lll18WyzY1NcFkMknVNBERERER9cPW2t3IPFKAU2214rGJY5WQQYbai53JrrGyMchOXIY1ifciTDHWrf4/KqqR9WY5qhpbfLY1bUIkFs6Ok/YCiAZAsmDYaDRCr9dDJpOhrKwMlZWVyMnJQVZWFh5++GGUl5dj6dKlUCqVyM3NhU6nk6ppIiIiIiLqo621u6E/+Ly4GJaLazg0AOhi5uP3Vz2G2ZHua8Wcqm/G6jcr8P7+yxnh66ar8OlpKwT30wEAZDJg3XItFHLJZmkSDZhMEDy9XPtn//79yMrKwokTJ1BYWCiuGJ2Wlobt27e77SNWWVmJGTNmSNU0DZLq6mqo1WpUVVVxAS0iIiKiYcohOJC06363jHB3E8ZEo+bmzQiRX86fXexw4Df/9yVe+NshtF50AACmxkQg73vJ+GZyAv5WXo21m03iYlpAZ0Z43XIt7lqgDtwFEXXjT9wi6brm8+fPR2lpaY/jpaWlKCwsRFlZGQAgOzubgTARERERUZDssh7qNRAGgIZLTfjQ9gVujpkLAPjPF+eQ+cdyHK3pnBoZopDhkduvxJpvz8G4sDEAgLsWqHFn8lTsOVqPGmsr4lXhWDg7jhlhGpIGbZMvg8EAg8EwWM0REREREZEXZ9oa/Cp3tr0RtbZWrN1sQtGeU+Lxr1wRh1/9YAGuTlD2qKOQy7l9Eg0L3PGaiIiIiGgUOdduwUun/+ZX2fLPLuCpt/8Be2vnitITxofiF/fOx3duTHSbAkk0HAUsGH711VdRUVEBs9kMrVaLBQsW4J577glUc0RERERE5EPJuZ14+PBv0XjJ7rNsaFsUCt62QSbIIZMBDy6aiZ/pr0PMuNBB6ClR4EkeDL/66qswGo2w2Wxwrc3lmiusUqlQXFyMRYsWSd0sERERERF5Yb10Ho99+Xu8VbNDPJYcMhcVlz4FPCV4BUD2STJkghzXTVfhV/cvwIKkCYPXYaJBIGkwvGHDBmRlZQEAtFotUlJSoFQqYbPZUF5eDpPJBJ1Oh5KSEtx9991SNk1ERERERB5sayjHg5/n40x75zxhdVgcXrv6x/jRuiqEhceiPXkvhHGXV3+WNUcitCIVY6qnI/e7WhjSZnMBLBqRJAuGXdsqGQwG5ObmIjo6ukeZpqYmrFixAnq9HmazGdOnT5eqeSIiIiIi6uJCRytWH92EV6r/IR67f8pt+PUVq/Dp8WacbvgSIZgORbUazrg6OCNaIG+JgLx+ImSCHAKAa6erGAjTiCVZMLxmzRoUFBRg5cqVXstER0ejuLgYRqMRWVlZ2LJli1TNExERERHRf31k+xw/OPQCjrecBQDEjYnGpmuexF0TvwIAqLHWi2VlghyKuslQeDhPjbV1MLpLFBSSBcOCIPQaCHeVm5uLlJQUqZomIiIiIiIA7c6LeK7yTeSeKIITTgDA3RP/BxuvehwTQ1ViueiIMX6dL14VHpB+Eg0FkgXDKpXKd6EuGAwTEREREUnn0/Nm3PdZHj5tNgMAokIi8LsrH8F98Tq3bZAqzI3IerPc5/mmTYjEwtlxAesvUbBJmhnuC2/Bs91uR1RUlBRdIiIiIiIaURyCA7ush3C2vRFTQmNxk2oOAGDDyRL89PgfcUnoAAAsjpmPP1zzY0wLnyjWdToF/Ob9w/h5yUF0OHr/7C6TAeuWazlfmEY0yYLhZcuWYevWrX7tJXzgwAHExMR4fCw5ORnHjh2TqltERERERCPC1trdyDxSgFNtteKxqaGxGKcIx5GWagBAuDwUubMfwiPqb0EuuxzI1lhbsLJgD/7zRWfdcWEhePH7KYgMDcHazftxuuHyatLTJkRi3XIt7lqgHqQrIwoOyYLhJUuWIDs7GyqVqtd9hA8cOICcnByPi2c1NTXBbDZL1SUiIiIiohFha+1u6A8+DwHuGd0z7Y3iv1OjrsAb12bhikj3IPY9UzV++OonsDS3AwC0iTH4ww//B0mTxgMA7kxOwJ6j9aixtiJeFY6Fs+OYEaZRQbJgeNasWQCAvLw8KJVKr+VsNhsAIDY21utjRERERETUySE4kHmkoEcg3JUyJBI7F7yIUMVY8VjrxQ48vXk/Nm3vHHUpkwFPfuNqPH3PtRgbcnntaIVcjhuvnBS4CyAaoiQLhhsbG8Vg1mq1+izvrUzXyf1ERERERKPdLusht6HRntg6LuDjpi9xc8xcAMDnVTY88PKHOHymCQAwWRmOTRkLccs1kwPeX6LhQrJgWKPR4N5778VTTz3V73OYzWYxw0xDW01NjfjvqKgoLnpGREREFCBnuwyF9lVOEAQUlh3F03/Zj/ZLnVsr3TF/Kn6/4npMGB8WyG4SBZ3dbofdbgfgHq94I9lkgJiYGOh0ugGdQ6PRIDExUaIeUSClpqZCrVZDrVYjPz8/2N0hIiIiGpEEQcCXzaf9KhvhGI+lv/oPnvpTBdovORE2RoFf/WAB/vKjrzIQplEhPz9fjFFSU1N9lpcJfd0TyYsTJ05IEshKdR4KjOrqaqjVauzduxfx8fEAmBkmIiIiCoT6izb88PDvUFK7y2fZSYoJiPzrPahruggAuEatxOurvoKrEpQB7iXR0NE9M5yamoqqqiokJCR4LC/ZMOmmpibs2LEDNpsNFosFALBixYo+n4eB8PAQHx/v9UVFRERERAOztXY3Hv7iN6i/1DnnN25MNBouNXleQksAmnZciwv/DYQfTpuN55fNR9hYhafSRCNWX5N0kgXDWq0WKpUK2dnZmD9/PjQajVSnJiIiIiIaFSyX7Hjs8O/x53P/Eo89nHAnbm7+Oh74WwnatXshjLu8J7CsORKhFakIqZqO2PGheGXFDfj6/KnB6DrRsCNZMKxUKmE2mxEdHe1XebvdzqG1RERERET/9Y/6j7Hy81/j3MXOUZbqsDi8dk0mblXNx9yn/o6QhulQVKnhjKuDM6IF8pYIyOsnQibIETZGjg+f/zqmxkQE+SqIhg/JFtDS6XR+B8IAYDQapWqaiIiIiGjYsl1qxv2HXsA39/9MDIQfnHo7PltYiLTYZHx0pB6nGzqzwTJBDkXdZIw5qYGibjJkQufH+bZLTpyoOx+0ayAajiTLDMfGxvapvGteMRERERHRaPXPhn1Y8fmvcKa9AQAwJTQWm65+EnfEXV4Jt8ba6te5/C1HRJ0kC4bLy8tx/vx5jB8/3mfZ/fv3o6ysTKqmiYiIiIiGFXvHBTx1pBCbzrwvHrsvXoffXLkKqjHun6dbLnb4dc54VbikfSQa6SQLhisqKqBUKqU6HRERERHRsOcQHNhlPYSz7Y2YEhqLm1Rz8G/Lp3jw8xdxuq0OADBxrBKFV/8Id038ilvdC+0dWLf1M7z0z8M+25k2IRILZ8cF5BqIRirJgmEAiI6ORkxMjM9yZrMZMplMyqaJiIiIiIaUrbW7kXmkAKfaasVj4xXhOO+4PJz53sm34HdXPoIJY93X3tl28Cwy/7gPp/47V3hsiByXOpwet1aSyYB1y7VQyCVbDohoVJAsGNbpdNi2bZvf5WfOnClV00REREREQ8rW2t3QH3weQrfw1RUIj1dE4LVrMpE++atuj9faWmF8qwJvf3JaPHb7dVOQ/4MF2H/CgrWbTeJiWkBnRnjdci3uWqAO4NUQjUySBcNJSUl9Kq/VaqVqmoiIiIhoyHAIDmQeKegRCHelDInEPZP+R/x/p1PA//6nEs9s2Q9byyUAwKToMLxwXwq+vUANmUyGaRMicWfyVOw5Wo8aayviVeFYODuOGWGifpIsGDabzX0q789waiIiIiKi4WaX9ZDb0GhPqtrrsdv6OW6OmYvD1TY8/vo+fHysHkDnsOeHFs3Cs0uvQ3TEWLd6CrkcN145KWB9JxpNJAuGy8rKcOrUKUyfPt2v8hs3bpSqaZHNZkN6ejqMRiN0Ol2vZZOSkpCRkQGtVouUlBQolUrYbDaUlZVhy5YtWLBgAbKysjzWNZlMyMnJEQN6s9mMjIwM6PX6XtscLvWIiIiIqP+q2+r9KnfyQh3+s+Mgfv3eYVxyOAEAVydE47cPpOL6WVwMiyjQZIIgeB+/0QdyuRwymQx6vR5paWnQaDS49dZbpTh1r2w2G8xmM8rKypCTkwObzYbi4uJeAz6bzQaVSuX1cYPBgIKCAo+P5eXlIScnBxUVFdBoNOL5Fi9eDI1Gg+Li4mFdz5fq6mqo1WpUVVUhISGhX+cgIiIiGqlOtNTgW/ufwaELJ32WTSq/G7Vfdi6cFTZGAeO35+Dxr1+JsSGKAPeSaOTzJ26RLDPsdDrR1NQEi8UCm80m1Wl7VVZWBqPRCI1Gg2XLliElJaVP+xe7ssEuWq0Wubm5XrPKJpMJRqMRpaWlYoDpOs/27duhUqlQWFgIg8EwLOsRERERUf8IgoA3zpbisS9fxnlHi8/ysuZInDsyHjIAi66ZjF/fvwCaSeN91iMi6UiWGR4K0tPTUVJS4ldmOD09HaWlpbDZbLBYLG5BozfJyckwm82wWq0eH09LS0NZWRm639LhUs8fzAwTERERuWu8aEfGF7/G23W7AQAKmRw3hGjx4cVywNNuogIQtnMRJttmY/13tVi6cAa3HSWSmD9xi2RLz61atSqg5QNFqVT6FQjbbDaYTCakpKR4LZOWlgYAKCkpGXb1iIiIiKjvPmgox7V7DGIgPDNiCnam5MP69+sRtnMRZM2RbuVlzZEI27kI0XVJ+GTdN7DsK4kMhImCRLJguLy8PKDlg801/Lq3wFmpVAIASktLh109IiIiIvJfq6Mdj3/5e3zNtBY17RYAgCHhDuy/4RU4zsXidMMFhFRNR8S7SxC+7WsI3f1VhG/7GiLeXYKQqum40N6BozVNQb4KotFNsjnDFRUVmDVrlhho9ca16NVw4goce9tP2RWAdg30h0s9IiIiIvKPyX4M3/ssF4cvnAYAxI2JxmvXZOKbExcCAGqsl7dVkglyKOomw9OSWDXW1sHoLhF5IVkwDACVlZV+lx0Kw0FsNhtycnLEf5vNZqSnp3tcWMoVvPcW7Lu2MOq6KNdwqUdEREREvXMIDuSdKMLPKt9Ah+AAAHwz7ga8evWTmBjauVOJIAj4vNrzui3dxavCA9ZXIvJNsmBYqVRix44dSExMFI8VFhZCp9P1GLLb2NjY65zWweAKfIuLi8XA0bX1UGlpaY+thywWi9/n7lp2uNQjIiIiIu9OtNTg+4dewG7bIQBAhDwUv75yFVZM/bqY5Gk434YnXt+Hv5VX+TzftAmRWDibewkTBZNkwbBOp8O8efPcjimVSqhUKkRHR7sdj46O9rp90WBQKpVQKpVugbDr+KZNm5CcnAyj0Yjc3Nx+nb+/GdfhUg8AampqPB6PiopCVFRUv89LREREFCwOwYFd1kM4296IKaGxuEk1B3LI8cezpXi8y5ZJ10dfiT/NMWJW5FSx7gcHz+CHr36CuqY2AMCkqDDU2dvgae8OmQxYt1wLhVyy5XuIRi273Q673d7juLd4pSvJguHs7OyAlpdaRUWFx+NarRZKpRJ5eXnIzs72aw70aJSamurx+DPPPINnn312cDtDRERENEBba3cj80gBTrVdnu+rDo3DlNBYfGL/EkDnlkk/1XwXTyd+ByHyzlnAzW2X8PTm/fjDv46L9R5cNBO/XD4f2z87h7WbTTjdcEF8bNqESKxbrsVdC9SDdGVEI1t+fj6ee+65ftWVLBieP39+QMsPppSUFJSVlaGoqEicP+yaZ9tXw6VeX+3duxfx8fE9jjMrTERERMPN1trd0B98HkK3PG5Vez2q2usBdG6Z9OYcI65XXiU+/smxehgK9sBc1wwAmBgdht8/dD2+Nq8zY3zXAjXuTJ6KPUfrUWNtRbwqHAtnxzEjTCShzMxMrFixosfxmpoarwk8F8mC4VWrVuGVV14JWPnB5Jrj3DV73JcMcfeh18OhXl/Fx8d73byaiIiIaLhwCA5kHinoEQh3NU4RjorrX0LUmHEAgIsdDqz/6yG8+Pcv4BQ6630rRY3fPLAAE8aHudVVyOW48cpJgbsAolFuINM0A7rPcG8rRgdrWx+bzYa8vDyYTCafZbtu/+TPCsyuBam6Lhg2XOoRERERjUa7rIfchkZ70uxoxf7znZ8LvzzThMU/34YX/vY5nIKA8WEhKDDcgDcfu7FHIExEQ5uk+wzHxsa6DdN1BV3dh+5aLJagbeuTk5ODvLw8aDQar1tBeVpl2bVvb2/bR7mC564rZQ+XekRERESj0dn2Rr/KVbc14OUPvsTPig6g/ZITAHDjlRNRYFiIaRMiA9lFIgoQSfcZtlqtsFp77qvm6Viw9hmOjY0FAOj1eq9lXIF6WlqaeMy1+nXXbHF3rgB0ONYjIiIiGm06nA7sth7yq+zvt57CZ3vPAQDGhsjxTPp1ePT2KyGXB+czLRENnGTBsEajgclk8mu8ts1mC1pWUqfTITc3F1lZWV7LuIZwuxbPAjpXmdZqtSgrK/Naz/VY10B7uNQjIiIiGk0+tH6OHx7+HT5t9p5AcFFcGIdP942BDMC105TYlPEVXKNWBryPRBRYks0Z1ul0fk9cViqVQdtnWKvVYt++fV4zp3l5ebDZbCgoKOixwJRr3+GSkpIe9cxmM0wmk8e9iYdLPSIiIqKRruFiEx76/EXcuO9JMRCOl0+E1/WzBGBM+QLIIceT37ga/3rmdgbCRCOFIBGz2RzQ8v7QarUCACErK6vXclarVdDpdEJxcbHb8dzcXAGAkJub67Vubm6uoFQqhcrKSrfzaTQaQa/XD/t6vlRVVQkAhKqqqn6fg4iIiGiwOZwOYVPV/wkxO+4R8EGagA/SBOX2u4Xfn/qbcNWTW4WwtesE2dvfFh/DB2mC7O1vC2Fr1wnRP/izsPOLc8G+BCLqA3/iFpkgCN7XkR/izGazOO+1+6JcSqUSMTEx0Gg0KC0t9Vg/Ly8PpaWl4oJZKSkpyMjIgFar7bXdsrIy5Obmiqsxm81mZGRk+Bx2PFzq9aa6uhpqtRpVVVXcWomIiIiGhQP2Sqw6/Ft83HRYPPaDKWnIm7UCR8wXcUfOdgCAIHPCGVcHZ0QL5C0RkNdPhEzoHEj5/trF3CKJaBjxJ24JSDC8YcMG7Nu3D01NTfjnP/8pHl+zZg1uu+023HrrrVI3SYOEwTARERENF/aOC/jZ8Tfwu9PvwonOFaCviZyOl696DF+NmQsAKProJB7a+JHPc/1h1VeQvnBGILtLRBLyJ26RdDXpHTt2ID09XVw9WiaTwW63i3OJ169fjzVr1qC0tBQ5OTlSNk1EREREBAAQBAFFtf/Bk0c2oqa9cwRghDwUzybdhx9Nvwdj5Jc/AoeN9W8JnXhVeED6SkTBI9kCWidOnIBOp8PixYtRWloKq9WK9evX9yi3fv16xMTEYMeOHVI1TURERESjkENw4N+Wg/hzzQ7823IQDsGBoxeqcVvFGtz76ToxEL5n4o348sbXsDpxqRgIC4KAN3eZ8cirn/hsZ9qESCycHRfQayGiwSdZZnjNmjUoLi7GkiVLxGPe9hJevXo1Vq1axeHSRERERNQvW2t3I/NIAU611YrHokMicaGjDR1wAAASwyfjpSsfxR1xqW51T9Q144nX9+Jfn5/z2Y5MBqxbroVCLlkOiYiGCMmCYUEQ3AJh1zEiIiIiIiltrd0N/cHnIXTbD6mp4wIAIAQKZGvuRXbivQhXhIqPdziceHnbEfzi7U/RerEzYJ45eTx+9+D1aDzfjrWbTTjdcEEsP21CJNYt1+KuBepBuCoiGmySBcPessDeeNvnl4iIiIjIG4fgQOaRgh6BcFeTQpV4Jul7UMgU4rHPTlvx6GufwHSic+h0iEKGJ79xNbK+NQdhYzvL3Zk8FXuO1qPG2op4VTgWzo5jRphoBJMsGK6srPS77IkTJxAdHS1V00REREQ0SuyyHnIbGu3JmfZG7LZ+jptj5qLtogO57x7Cr//vC3Q4OgNobWIMXnroelw7TeVWTyGXc/skolFEsq+6li5dittvv91nObvdjttuuw333nuvVE0TERER0ShxoqXGr3Jn2xux+8s6LPzJ/2HD3z9Hh0NAxFgFcr6jxY5nbusRCBPR6CNZMJyVlYWGhgbExsbixRdfxIEDB2CxWGA2m3Hy5Ens2LED2dnZUKlUUCqVuOeee6RqmoiIiIhGgQr7UTxT+YZfZUt21OHr68pw/Nx5AMCtcybjk5xv4NGvXcmhz0QEIAD7DN96661YvXq1OIc4Ly9PfFwQBGi1WpSVlUnZLBERERGNYA7BgQ0nS/CT4/+LDsHhs3xIy3h8sO0SZJBDFTkWOd/R4js3JvZ5jRsiGtkk/VosOjoaFRUV2LhxI2bMmAFBEMSfxMREFBQUoLy8nPOFiYiIiMgvVW110JWvwZpjr6FDcCBCHopVCXdCBi+BrQCE7EuBTJBDf8N0lK//Br57k4aBMBH1IGlm2MVgMMBgMADoXCwrMTExEM0QERER0QhWfG4nDF/8GraOZgBAStRsvHXtGhz+QsDrOy+gXbsXwrjLWyHJmiMRWpGKidZZ2PjkQnx9/tRgdZ2IhoGABMNdeQuET548CbPZDLPZDJvNhoaGBpw4cQJbtmwJdJeIiIiIaAg739GCx798Gf97dhsAQAYZshPvxbNJ90EOOe7e/HeENEyHokoNZ1wdnBEtkLdEQF4/ETJBjojYENx2XXyQr4KIhjrJguFVq1bhlVde8bv8+vXrsWnTJuh0OmRlZUGj0TCDPIzU1FxeyTEqKgpRUVFB7A0RERGNFB/bDuO7n62HubXzs4Y6LA5vzjHiqzFzAQC7DtfidENnNlgmyKGomwxFt3NUN7Zgz9F6bpNENMrY7XbY7XYA7vGKN5LNGS4vL+9z+ZUrV+KDDz7A4sWLGQgPM6mpqVCr1VCr1cjPzw92d4iIiGiY63A68PPKN3HjvifFQPjeybfg04UFYiAMdAbD/qixtgakn0Q0dOXn54sxSmpqqs/yMkEQBCkalsvlSEpKglKp9FnWNTS6srISM2bMkKJ5GiTV1dVQq9XYu3cv4uM7hx8xM0xEREQDcaKlBt87lIuPbF8AAMYrIvDyVY/iu/GLxYWvbBcu4tniA3htx3G/zvn+2sXMDBONMt0zw6mpqaiqqkJCQoLH8pLOGa6srPS7rEwmYyA8jMXHx3t9URERERF15xAc2GU9hLPtjZgSGoubVHMghxxv1WzHDw+/hPOOFgDAV5RX4805RiRGdH7pLggC/rqvCqv/VI7apjYAgEwG9JbOmTYhEgtnxwX8mohoaOlrkk6yYFipVGLHjh1+DXdubGzE0qVLpWqaiIiIiIawrbW7kXmkAKfaLg9xVofFYXrYJOy2HQIAKGRyPKP5HrITlyNE3jkLuKrhAjLf2Id/Hjgr1lty/TTcOmcyHv3DXo8BsUwGrFuuhUIu6Q6iRDQCSRYM63Q6zJs3z6+y0dHRSElJkappIiIiIhqittbuhv7g8xDgHrlWtdWjqq0eAKAJj8db167BDcqrAAAdDic2lh7FL97+FBfaOwB0Znt/9YMFuO26KQCA6IhQrN1sEhfTcpVZt1yLuxaoB+PSiGiYkywYzs7O7lN5f+YWExEREdHw5RAcyDxS0CMQ7ipSEYaKG16Ccsx4AMCBkxY89odPcOCkFQCgkMvww9uvwNP3zEVk6OWPrnctUOPO5KnYc7QeNdZWxKvCsXB2HDPCROQ3yYLh+fPn96m8azEEIiIiIhqZdlkPuQ2N9uSCow0Hz59AcsRV+OXWz/DyB0fg/O/45/kzYvC7B1Nx3YwYj3UVcjkXySKifgvaPsM2m02qpomIiIhoCDrb3uhXufePHsOqLWZUNXYuohUZGoKf6eciI202M71EFDCSBcNlZWV9Km82m6VqmoiIiIiGGEEQcLzlrO+CAH5bcgqKxskAgK/Pn4oX70uBekJkILtHRCRdMFxZWQmFQgGNRuOzrMViYWaYiIiIaIQ61VqLRw+/hH80fOKzrKw5EvL6iZisDMeG+5LxrRQ1p9MR0aCQdJ9hQRD83muYb3JEREREI8slZwd+fWornq38E1qc7QAARXsYHGPbAE8f/QQgtCIVKxbNxnNL5yE6YuzgdpiIRjXJJmFoNBrYbDY4nU6fPxaLxa/9iImIiIhoePjYdhgpHz+KrGOvosXZDoVMjnvH34GwrUsQtnMRZM3uw55lzZEI27kIIVXTob9hOgNhIhp0ku4zHBUV5VdZpVIJnU4nVdNEREREFCS2S83IPvYHFFS/J26hdH30lSi4+gkc+UyBfzg+QkjVdCiq1XDG1cEZ0QJ5SwTk9RMhEzrzMjXW1mBeAhGNUpIFw0ajMaDliYiIiGjoEAQBfzn3bzx5ZCNqL3buCRwdEon1sx6CIeEOyGVy1I67vICWTJBDUTcZCg/nileFD1KviYgukywY7uuwZw6TJiIiIhqeKlvO4oeHf4dtjRXisXsn34JfXfEwJod27gm884ta/PiP+3yea9qESCycHRewvhIReSPpAlpERERENDI4BAd2WQ/hbHsjpoTG4ibVHDgEJ144WYxfmP+MNudFAIAmPB4vX/UYbp+QAgBoarmIn245gNf/ddxnGzIZsG65lnsJE1FQMBgmIiIiIjdba3cj80gBTrXViscmj1VBIVPgTHsDACBEpkDWjKX4ieY7CFeEAgD+eeAMnnh9L87+dw5wzLhQvPC9ZISOkWPt5v043XBBPN+0CZFYt1yLuxaoB/HKiIguYzBMRERERKKttbuhP/i8uBiWy7n/zgsGgBuVc7Dx6sdxzbgZAIDG8+0wvlWBLR+dFMssuX4aXrgvBXFRYQCAO5MTsOdoPWqsrYhXhWPh7DhmhIkoqBgMExERERGAzqHRmUcKegTCXcWOicKOlFyMkY+BIAj4674q/PiNctTb2wAAk5XhyP9BCr6Z7J7xVcjluPHKSQHtPxFRXzAYJiIiIiIAwC7rIbeh0Z40XrLjI9thXCGfhcw/7sPfK6rFx+77qga/XK6FKpJ7BhPR0MdgmIiIiIgAANVt9X6VKzp4GH/bcgS2lksAOuf//vaBVCy+Nj6Q3SMikhSDYSIiIiLCZ+dP4BfmzX6Vff29M1C0TAYAZOhm49ml12Fc2JhAdo+ISHIMhomIiIhGsXbnRfzC/GesP7EFHYLDZ3lZcyTk9RMxc/J4/P6h6/GVKyYOQi+JiKTHYJj6paamRvx3VFQUoqKigtgbIiIi6o+PbJ9jxee/wuELpwEA4fJQ3BCSjH+1fwTIPFQQgNCKVGTeMQfZd89B+Fh+lCSiocNut8NutwNwj1e8Ceh69na7HTt27MDJkycD2QwFQWpqKtRqNdRqNfLz84PdHSIiIuqD8x0teOzw73Hj3kwxEF6kug4HbngFtX+bj7CdiyBrjnSrI2uORNjORUiwX4Fn0ucyECaiISc/P1+MUVJTU32WD8i72IYNG5CTkwObzeZ23Gg0Yt26dYFokgbZ3r17ER/fuUgGs8JERETDx/v1e/Hw4d/idFsdACA6JBIvzjbgwalfw+4v63C64QJCMB2KajWccXVwRrRA3hIBef1EyAQ5zqENe47Wc5skIhpyMjMzsWLFCgCdmWFfAbGkwXBTUxOSk5NhNpvFY0qlUgyK169fj5KSEpSWlmL69OlSNk2DLD4+HgkJCcHuBhEREfmp4WITnjyyEW/WbBeP3TPxRrx01SOID40FAJyxXBAfkwlyKOomQ+HhXDXW1kB3l4ioz/o6fVPSYdLp6enQaDQoLS2F0+mE0+mExWIR/71t2zaMHz8eer1eymaJiIiIyAtBELC55l+46sMVYiA8eWwMSq77Kd6e9zMxED5+zo78fxz265zxqvCA9ZeIaLBIlhnetGkTlEolioqKvJbR6XSoqKjA0qVL8eKLL+LHP/6xVM0TERERjVoOwYFd1kM4296IKaGxuEk1BwqZAlVtdVj1xe/wXsMnYtkHp96ODbMNUI0ZDwBwOgUUlh3Fz4oOoPWi79Wkp02IxMLZcQG7FiKiwSJZMFxSUoIPPvjAr7JFRUVYsGABg2EiIiKiAdpauxuZRwpwqq1WPDY9bCJui03GX879B+cdLQAATXg8Cq/+ERbHzhfLnaxvxg9f/Ri7DnfOHw5RyPDtFDXe3nsagtCzLZkMWLdcC4U8oGuwEhENCsmCYcHTO2YvVCqVVE0TERERjUpba3dDf/B5CHD/HHaqrQ6bzrwPAJBDjien34Ofz/w+IhRhADo/t73+r+N4+i/70dzWAQCYo1aiwLAQc6er8O3UKqzdbMLphstziKdNiMS65VrctUA9SFdHRBRYkgXDSqWyT+UZDBMRERH1n0NwIPNIQY9AuKsxshDsXPAiblBeJR6rbryAR177BDsOnQMAKOQyPPXNa5B11zUYG9K5XNZdC9S4M3kq9hytR421FfGqcCycHceMMBGNKJIFwzExMbDb7X6t3tXU1ASr1SpV00RERESjzi7rIbeh0Z5cEjrQ7rwEoDMb/KedZmT/2QR7a+exK6dGo2DlDdBqYnvUVcjl3D6JiEY0yb7eS0tLQ3p6ul9ldTodli5dKlXTRERERKPO2fZGv8vVWFugz/8PHnntE9hbL0Euk+HJb1yNXc99zWMgTEQ0GkgWDC9ZsgRRUVGYNWsWXnvtNRw4cAB2ux0AYLfbceDAAWzYsAGxsbGIiYkRN0MmIiIior5r6Wj3q9zhYxeRmv0eth08CwCYOXk8Sn+ahp8vm4ewsZ52ESYiGh0kGyYNAMXFxUhLS8PKlSshk8l6PC4IArRaLYqLi6VsloiIiGjUuOi8hF+aN+OX5j/7LBtxMRr5b9VDJsghkwE/vO0KPJN+HcLHSvoRkIhoWJJ8FYTS0lIUFRVh3rx5EARB/ElMTERBQQHKy8v9mldMRERERO72249jwceP4efmN+GAE2NlvQS1AuDco4VMkEMzcRzeX6vD+u8mMxAmIvqvgLwb6vV66PV6AJ2LZUVHRweiGSIiIqJR4aLzEn5h/jNyTvwFHYIDAHCzai6WO76DH/3jA7Rr90IYd3kbJFlzJEIrUhFSNR0Zutl4btk8RIYyCCYi6irg74reAuGTJ0/CbDbDbDbDZrOhoaEBJ06cwJYtWwLdJSIiIqJhw2Q/hvsPbcBnzScAAJGKMOTOWgHD1Dswb/V7CGmYDkWVGs64OjgjWiBviYC8fiJkghwTo8KQ+z0tt0QiIvJAsnfGVatW9an8+vXrkZaWhuLiYsyfPx8ZGRkMhImIiIj+66LzEn52/I9I/eQxMRC+RXUdPl1YgEemfQsfH23E6YbObLBMkENRNxljTmqgqJsMmdD5Ea/O3oY9R+uDdg1EREOZZJnh8vLyPpdfuXIlNm7cKFUXiIiIiEaECvtRPHDoRbdscN6sFXhYfSfkss5A96y1xa9z1VhbA9ZPIqLhTLJguKKiArNmzYJSqfRZ1jU0uqSkRKrmiYiIiIa9dudFcW6wQ3AC6MwG/+GaTCRGxIvlam2teG3HMb/OGa8KD0hfiYiGO0nnDFdWVvpdViaTYcaMGVI2T0RERDQsOAQHdlkP4Wx7I6aExuIm1RwcOF+J+w9twKHmkwA6s8EvzF6JjIRviNlgQRDwl49OwvhmBawXLvpsZ9qESCycHRfISyEiGrYkC4Y1Gg1KS0sRExPjs2xjYyOWLl0qVdNEREREw8bW2t3IPFKAU2214rHokEic72iBEwIAYJHqOrzWLRt8xtKCJ17fiw8OnhWPpc2NR9lnNRCEnu3IZMC65Vw8i4jIG8mCYZ1Oh8TERL/KRkdHIyUlRaqmiYiIiIaFrbW7oT/4PAS4R69NHZ0LYYXKx+BXVzzcIxv8xk4z1v7ZBHvrJQBA0qRxeOmhG3DjlRPx7r4qrN1sEhfTAjozwuuWa3HXAvUgXRkR0fAjWTAsk8kCWp6IiIhoOHMIDmQeKegRCHc1YUw0DAl3iIHw6YYLeOwPn2DHoXMAOrO9j9x+JX66ZC4i/rtv8F0L1LgzeSr2HK1HjbUV8apwLJwdx4wwEZEP3H2d+qWmpkb8d1RUFKKiooLYGyIioqFvl/WQ29BoT860N2C39XPcpLwWf/jXcfx0y340t3UAAGbHR+GVlTcgdeaEHvUUcjluvHJSQPpNRDRc2O122O12AO7xijeSBcOFhYVITk6GRqMBAMTExECj0TBIGqFSU1PFfz/zzDN49tlng9cZIiKiYeBEi+8PZgCwv64auQV12HW4DgCgkMvwxB1XIfvb1yJsrCKQXSQiGtby8/Px3HPP+V1esmA4OjoaMTExEAQBZrMZFRUVaGxshM1mg8ViQWxsLNLT03HrrbcC6Jz/QsPX3r17ER/fuagHv/AgIiLq3fbG/Vh7/HW/yj77x6NwnJkIALhGrcTLD10PrSY2kN0jIhoRMjMzsWLFCgCdmeGuCTxPJF1A65577gEALF68uMfjTU1NKCwsRG5uLgoKCjhneJiLj49HQkJCsLtBREQ0pNkuNeOpo4V47cw//Sova45Ex9kJGKOQYfU3r8FT37oGY0OYDSYi8kdfp2/KBIlStNu3b/cYBHdns9mg0+mwf/9+WK1WZhWHmerqaqjValRVVTEYJiIi6sW7dR9h1eHfoqbdAqBzcayvyFPxt7ZSwFNOQADCdi5CsnweXll5A66dphrcDhMRjSD+xC2SLTPoTyAMAEqlEkVFRRAEAZs2bZKqeSIiIqIhoa7dins//SW+feBZMRD+zuRFOLSwEMffnY2wnYsga450qyNrjkTYzkWIbZyJsp+mMRAmIhoEQVlNWqPRYMmSJcjKyoJGo8Hdd98djG4QERERSUYQBLxVsx1PHHkFlkvnAQBTQydg49WP4864G7DrcC1ON1xACKZDUa2GM64OzogWyFsiIK+fCJkgRxMuodzcyJWhiYgGQdC2Vnr44YeRlJSEzZs3Y+PGjYiOjoZMJsOWLVuC1SUiIiKifqlqq8PDX/wW/9ewVzyWkfAN5M5agegxnVngGmur+JhMkENRNxmeZgN3LUdERIETtGB48eLFfg+tJiIiIhqKnIITBdXvwXj0NZx3tAAAksKnYNM1P8KimHliOYfTiQ+P1Pl1znhVeCC6SkRE3QQtGCYiIiIaDhyCA7ush3C2vRFTQmNxk2oOFDIFjl04gxVf5GOn9TMAgBxyZE6/B8/N/D4iFGFi/ePn7Fi16RN8fKzeZ1vTJkRi4ey4gF0LERFdxmCYiIiIyIuttbuReaQAp9pqxWPTwybiq6prUVy7C23OiwCAOeNm4LVrMpEafaVYzukUsGn7Ufx0ywG0XnQAABInjsPJ+mZ42stDJgPWLddCIZdsfVMiIuoFg2EiIiIiD7bW7ob+4PMQ4B65nmqrw59qtgMAxshC8LRmObIT78VY+ZjLZeqb8cNXP8HOw51B9BiFHGu+PQeZd16N90xnsHazCacbLojlp02IxLrlWty1QD0IV0ZERACDYSIiIqIeHIIDmUcKegTCXY2VhWDv9b/DdVFJ4jFBEPD6vyvx9GYTmts6AABz1EoUZiwUt0u6a4EadyZPxZ6j9aixtiJeFY6Fs+OYESYiGmQMhomIiIi62WU95DY02pOLQgdsHZezu2csLXj0tU9Q9lkNAEAhl+HHd14N47fnYGyI+7rRCrmc2ycREQUZg2EiIiKibs62N/pdThAEbP7wBLLerEBTyyUAwBVTolBgWIhkTWwgu0lERAPAYJiIiIioG3tHi1/lwi6Nw72/3on/238GQOciWI9//Sr85J65CBvraRdhIiIaKhgMExEREf1Xu/Minqt8E7kntvgsGyeLxeM5J2C70Dk3OGnSOLyyciG3RiIiGiYYDBMREREBKG86ivsPvYDPL5wCAITJx4pbJ/UgAOf/Mxet/w2EH06bjWeXzkNkKD9aERENF5ItW7h169aAliciIiIKhHbnRTx97HXcsPdxMRBeHDMfvxn3PMJ2LoKsOdKtvKw5EmE7FyGkajqmT4jEe2sW44X7UhgIExENM5K9a2/ZsgX33HNPwMoTERERSa286Sge+HwDDjWfBACMU4Rjw+yVeGjK13Hd6n8gpGE6FFVqOOPq4IxogbwlAvL6iZAJcowLC8Hu578OZeTY4F4EERH1i2TBcHFxMW677TaoVCqfZc1mM0pKSqRqmoiIiKhP2p0X8fPKt5B7cgscghNAZzb41WuexIzwydh1uBanGzq3TZIJcijqJqP7cljNbR04VGXlFklERMOUpON5DAaDX+UEQYBMJpOyaSIiIiK/VNiP4v5D7tngF2avREbCN8TPJzXWVr/O5W85IiIaeiQNhlevXo3Y2Mv76TU2NqKsrAzLli1zK9fQ0IANGzZI2TQRERFRr9qdF/EL85+Rc+IvYjb41ph5eO2aTMwInyyW63A4sedonV/njFeFB6SvREQUeJIFw3q9HuvXr+9xfM2aNVi9enWP4/v375eqaSIiIiIAgENwYJf1EM62N2JKaCxuUs2BQqaAyX4MPzj0gpgNjlSEidlguezyeqImcyMef30vDp6y+mxr2oRIbqNERDSMSRYMd80Id+Ut6E1PT5eqaQqCmpoa8d9RUVGIiooKYm+IiIiArbW7kXmkAKfaasVj08MmYkH0FXin7sNes8HnWy/h+bcPoqD0GJyCAADQTBqHE7XNEDy0JZMB65ZroZBLtjEHERENkN1uh91uB+Aer3gT0HfwpqYmlJaW4t577+3x2MqVKwPZNAVYamoq1Go11Go18vPzg90dIiIa5bbW7ob+4PNugTAAnGqrQ0ntLjgEJyIVYXj5qsdQmrzeLRD+e0UVUtb8A69sOwqnIGB8WAhe+F4yTLl34k+P3YRpE9y3Vpo2IRJ/evQm3LVAPSjXRkRE/snPzxdjlNTUVJ/lZYIgePrCs8+WLVuGLVu2uB3bv38/Fi9eDJvNhpkzZ6K4uBjXXXedFM1RkFRXV0OtVmPv3r2Ij48HwMwwEREFl0NwIGnX/T0C4a7C5GPw2cJCzIycKh6rbryAp/5UgfdM1eKxbyYn4IX7UjA1JuLy+Z1O7DlajxprK+JV4Vg4O44ZYSKiIah7Zjg1NRVVVVVISEjwWF6yYdJWqxXnz5/H+PHjxWOFhYXYvn079u3bh4cffhharRZGoxHr1q3DqlWr8Morr0jVPA2y+Ph4ry8qIiKiwbTLeqjXQBgA2pyXcKa9ETMjp8LhdKKg9Cief/tTNLd1AACmxkRgw30puDO55982hVzO7ZOIiIaBvibpJPtaU6vV4tZbb8U777yDHTt2YNWqVSgqKsL8+fNhMBhw/PhxzJgxA7m5uYiNjUVhYaFUTRMREdEodra90e9yB05asOjZbTC+ZUJzWwfkMhkeuf0K7Mv5hsdAmIiIRi7JMsPZ2dnIy8uDXq8Xj3VdXVqj0aCyshLp6el4++23uc8wERERDZhTcOLA+Uq/yv59VwMefu8DcYGseTNU+O0D12N+Ykwgu0hEREOUZJnh6OhobNy4EVFRUYiOjsbq1as9bqlUXFzMxbOIiIhowD5vPolb9j2FF04W+ywb0jIef3uvHU5BQGRoCNZ/R4t/PXM7A2EiolFMsgW0+iomJgYWiyUYTdMAuBbQ6m0iOhERUSC1ONrwvPktbDhZgg7BAQCIlSnR6LQBngaeCUDYzkUIqZqOO+ZPxYvfT0FCbKSHgkRENFL4E7dINky6rzZt2hSspomIiGiYeq/+Ezx6+CWc/O+CWWHysfhJ4nfw1sthuBB2BO3JeyGMuyCWlzVHIrQiFaFnZuCPj/0P7lowLVhdJyKiISZowfCSJUuC1TQRERENM9Vt9Xjiy1ewtW63eOxrsSn4/VWP4cwpOdbXb0cIpkNRrYYzrg7OiBbIWyIgr58ImSCHAwJix4cG8QqIiGiokWzO8KpVqwJanoiIiEafDqcDvz61FVd9uEIMhKeExqJ47k/wf9pfQhMRjxprq1heJsihqJuMMSc1UNRNhky4/FGnazkiIiLJMsPl5eUBLU9ERESjy96mL5HxxW/E1aLlkOPRad/C8zN/gKiQy3N+Lc3tfp0vXhUekH4SEdHwJFkwXFFRgVmzZkGpVPosa7PZYDabpWqaiIiIhimH4MAu6yGcbW/ElNBY3KSag/MdrVh77A/YWP0eBHSu85kSNRsbr34cyVGzxbr21kt4tugANm0/5rOdaRMisXB2XMCug4iIhh9J5wxXVvq3zx8A7jNMREQ0ym2t3Y3MIwU49d/FsABgwphoXBI60NTRuQhWVEgE1s18EA+rvwGFTCGWe3//GTz5x304Y2kBAESMVaD1ogOetsiQyYB1y7VQyCWbHUZERCOAZMGwUqnE9u3b8Ze//AVNTU1Ys2YNuu7aFBNzeR+/yspKpKWlSdU0ERERDTNba3dDf/B5MfPr0nCpSfz3ssk3I3/2w5gSFiseq7e3YfWfyvH2J6fFY3enTsML30vGx8casHazCacbLq8mPW1CJNYt1+KuBeoAXg0REQ1HkgXDOp0O8+fPx/z587F9+3YYjUa8+uqrGD9+fI+yWq0Wixcvlqppkc1mQ3p6OoxGI3Q6nc/yJpMJOTk5YqBuNpuRkZEBvV4/qusREREFkkNwIPNIQY9AuKuJY5V469o1YjZYEAT8efcJZP/ZBOuFiwA65wDnf38B7kzu3D/yrgVq3Jk8FXuO1qPG2op4VTgWzo5jRpiIiDySCV3TtwOwf/9+zJ8/X/x/m80Gg8GAhx9+GLfeeqvP8v3lmn9cVlaGnJwc2Gw2FBcX+wz48vLykJOTg4qKCmg0GvFcixcvhkajQXFx8ais54s/m1cTERH15t+Wg1hUvtp3uZQNuDlmLk7WN+OJ1/dix6Fz4mMPLpqJny+bh+iIsYHsKhERDVP+xC2SfVXaPbBVKpUoKipCRUUFsrOzfZbvj7KyMixevBg5OTnQaDRISUnxq57JZILRaERxcbEYKLr6vH37dpSUlKCwsHDU1SMiIhoM1W0Nfparx+/eP4zrs98TA+GZk8fj/bU6/OaBVAbCREQ0IJJlhletWoVXXnnF42Mmkwm5ubnYtGkToqKifJbvr/T0dJSUlPjMDCcnJ8NsNsNqtXp8PC0tDWVlZeh+a0Z6PX8wM0xERANR3VaPu/Y/A9P54z7LXncoHZUHOrdQClHI8KM7robxrjkIG6vwUZOIiEa7Qc0Ml5WVeX1Mq9WisLAQRqMR77zzDoDg7TNss9lgMpl6zSK7FvcqKSkZNfWIiIgCbcu5f+PajzL8CoRlzeNw/GDnvsDzZ8Rg53NfwzPp1zEQJiIiyUgWDFdWViI2Ntbrj0ajQVFREfR6PRQKBUwmk1RN94kraO86fLg7117JpaWlo6YeERFRoFgvncd3P83BvZ+ug62jGTLIkBoyD17XzxKA0IoFiBgzBuuWz8eOZ27DtdNUg9llIiIaBSTdZ9jbsFxPgrXPsCsATEpK8lrGFUh2zV6P9HpERESBsL1xP+4/9AKq2zvnCU8Pm4TXr3kKj/7yJMLCVWhP3gth3OWtkGTNkQitSMW4c4n46Jd3YObknrtSEBERSUGyYFij0cBkMolzgntjs9n8XuxKamazGcDl7Kgnrq2IbDbbqKlHREQkpVZHO9Ye+wN+ffod8dj9U27Db65chYPHmnG64XOEYDoU1Wo44+rgjGiBvCUC8vqJkAlytMGJc7YWBsNERBQwku4z7E8gDHQGav7sAxwIFoulX2VHej0iIiKp7Lcfx/c+y8UXF04BAGLHRKHw6h/hnkk3AgBqrPViWZkgh6JuMjzNBK6xtg5Gd4mIaJSSLBg2Go0BLR8M/c2cjvR6AFBTU+PxeFRUlN9fihAR0cjiEBx44WQxfnb8DVwSOgAAd0xIxWvXZGJyaIxYznqh3a/zxavCA9JPIiIaOex2O+x2e4/j3uKVriQLhhMTEwNanoaW1NRUj8efeeYZPPvss4PbGSIiCjpzSw2+fygPH9o+BwBEyEPx4hUZyEj4hrhOSPslB9a98xl+9Y8vfJ5v2oRILJwdF9A+ExHR8Jefn4/nnnuuX3UlC4b7um9wIPYZ9odrvizrDczevXsRHx/f4zizwkREI5dDcGCX9RDOtjdiSmgsblLNgRxyvH72Azzx5StodnQOa06NugJ/utaI2ZGX93U8dNqKlQV7cKjKBgAIH6tA20WHxwWlZTJg3XItFHLJNr0gIqIRKjMzEytWrOhxvKamxmsCz0WyYLivKxMHayXj3haW6q3sSK/XV/Hx8V43ryYiopFna+1uZB4pwKm2WvGYOjQOk0NV2Gc/CgBQyOT4meZ7WJu4HCHyzlnADqcTv37vMH659TNccjgBALdcPQmvrLwBFWYL1m424XTD5dWkp02IxLrlWty1QD2IV0dERMPVQKZpShYMV1RUYNasWX4FWDabTVz1eLD5s5Kya2Gprnv1jvR6RERE3myt3Q39wechdMvjVrXXo6q9czGs2REJePNaIxZEXyE+Xll7HhmFe/DJsc5tlcLHKvD8snlYuXg25HIZEmIjcWfyVOw5Wo8aayviVeFYODuOGWEiIhoUku4zXFlZ6XfZYO0z7Np/t7e+ugL1rts/jfR6REREnjgEBzKPFPQIhLsarwhH+Q2/w/iQSACAIAh4bcdxPL3ZhJaLDgBASlIsCg0LMSve/dt7hVyOG6+cFLgLICIi8kKyYFipVGLHjh1uC2MVFhZCp9P1yEA2NjYGLRBzbenUW2baFUimpaWNmnpERESe7LIechsa7cl5RytM9krcHDMXZy0teOS1T1D2WecqniEKGdbefS2e/MbVCFEw40tEREOHpPsMz5s3z+2YUqmESqVCdHS02/Ho6Oig7TOs1Wqh1WpRVlbmtYzrMb1eP2rqEREReXK2vdGvcmfaGlD00Un8+I19sLVcAgBcNTUamzIW4roZg7O4IxERUV9I9hVtdnZ2QMtLKTc3FwBQUlLS4zGz2QyTySSWGU31iIiIuhIEAUcvVPtV9o/vn8VDGz+CreUSZDLgiTuuws7nvsZAmIiIhizJguH58+cHtLw/XEOD9+3b12s5nU6H3NxcrFy50m04sc1mQ1paGvR6PbKyskZdPSIiIpczbQ24+8CzeM78ps+yIS3j8OHOzn/PiIvE+2t1+MW98xE2VhHgXhIREfWfTBAE7yti9IGnfYM3bdqEtLQ0zJgxw6/yfWU2m8V5rxaLxW0FZaVSiZiYGGg0GpSWlnqsX1ZWhtzcXHFOs9lsRkZGhs/hwyO9Xm+qq6uhVqtRVVXFrZWIiEYgp+DEq2fex+qjm2DvaAEARMnGwe5sBjytfSkAYTsXIaRqOh5YNBO/vHc+xoePGdxOExERdeNP3CJZMLxgwYIeGdlXX30VOp3OYzDsqTwNfQyGiYhGrmMXzmDlF7/Cf6yfAgBkkOEx9V3Y9oc4nBx7HO3JeyGMu7wnsKw5EqEVqRhbPR2bf/RV3DGffxeIiGho8CdukXSf4djYWHGfW+DyfrZdj7mO97YPLhEREQ2eDqcD+afexjOVb6DNeREAcE3kdLx6TSYu1cTgD7XbEYLpUFSr4YyrgzOiBfKWCMjrJ0ImyOEEEMVsMBERDTOS7jNstVphtVo9Hu8uWPsMExER0WUH7JV46PMXYTp/HAAwRhaCpzXLkZ14L8bKx6Doi5NiWZkgh6JuMjzNBK6xtg5Oh4mIiCQiWTCs0WhgMpkQFRXls6zNZgvaPsNEREQEtDra8XPzm3jhZDEcghMAcEP0VXj1midxzbgZYrlwPxfBileFB6KbREREASPpPsP+BMJA5+JWwdpnmIiIaLRwCA7ssh7C2fZGTAmNxU2qOVDIFNhp+RQrvvgVjrWcAQBEKsKwbuYDeGTat6CQdQa/giDgrd0nkP1Whc92pk2IxMLZcQG9FiIiIqlJFgwbjcaAliciIiL/ba3djcwjBTjVViseU4fF4cpINUobTeKx22NTsPHqxzEjfLJ4rLL2PJ54fS/+80UtfJHJgHXLtVDIJdutkYiIaFBIFgzv378fiYmJAStPRERE/tlauxv6g89DgPuGEVVt9ahqqwcAxIwZj19fsQrfi18sruNxqcOJ375/GOv/eghtlxwAgFnxUfjtA6loPN+OtZtNON1weTXpaRMisW65FnctUA/SlREREUlHsmB4y5YtuOeeewJWnoiIiHxzCA5kHinoEQh3FSEPxaGFhYgPixWPVZgb8dgfPsFnp20AgDEKOTLvvBpPffMahP133vCdyVOx52g9aqytiFeFY+HsOGaEiYho2JIsGC4uLsZtt90GlUrls6zZbEZJSYlUTRMREdF/7bIechsa7UmLsx1HW84gPiwWzW2X8HzJp9hYehROoTOATp05AS89mIqrEpRu9RRyOW68clKguk5ERDSoJN1ayWAw+FVOEARurURERBQAZ9sb/S73wcEzePJ/96GqsQUAMD4sBM8tnYeHbp0FuZx/p4mIaGSTNBhevXo1YmMvD7lqbGxEWVkZli1b5lauoaEBGzZskLJpIiKiUa/+og1v1Wz3q+wb75/F7n/XiP//DW0CXvx+CqbGRASqe0REREOKZMGwXq/H+vXrexxfs2YNVq9e3eP4/v37pWqaiIhoVHMIDmyseg8/Of6/sHU0+yyvuDAOu/4jQAYZJivDseG+FHwrJYGjtoiIaFSRLBjumhHuylvQm56eLlXTFAQ1NZezCVFRUX7vMU1ERNL60Po5Hv3yJRw4XykemxNyBQ5dOgJ4im0FYEz5AsgEOR5cNBPPLZ0HZeTYweswERFRgNjtdtjtdgDu8Yo3AV0CsqmpCaWlpbj33nt7PLZy5cpANk0BlpqaCrVaDbVajfz8/GB3h4ho1DnXbsEPPsvDjfueFAPh+eNnYmdKPpz/0CFs5yLImiPd6siaIxG2cxHCzs7Ae9mL8ZsHUhkIExHRiJGfny/GKKmpqT7LS5YZtlgsPY6ZzWYolUoUFRXBZDKhuLgY1113nVRNUhDt3bsX8fHxAMCsMBHRIOpwOvBS1bt4pvIN2Ds6F75ShozDL2fejwz1N/DRlw043fApQjAdimo1nHF1cEa0QN4SAXn9RMgEOToggOtjERHRSJOZmYkVK1YA6MwM+wqIJcsMW61WnD9/3u1YYWEhtm/fjo0bN+L48ePQarVYu3YtAGDVqlVSNU1BEB8fj4SEBCQkJDAYJiIaJP+xfIr5H6/Ck0c2wt7RAhlkWDH16zh64x/ww2nfgkKmQI21VSwvE+RQ1E3GmJMaKOomQyZc/rPftRwREdFIEBUVJcYorsRdbyQLhrVaLW699Va888472LFjB1atWoWioiLMnz8fBoMBx48fx4wZM5Cbm4vY2FgUFhZK1TQREdGIdratEd/5NAe3lD+FQ80nAQApUbPx8fW/waZrnkTcWKVYtrbJvyA3XhUegJ4SERENH5INk87OzkZeXh70er14rOvq0hqNBpWVlUhPT8fbb7/NFSuJiIi6cAgO7LIewtn2RkwJjcVNqjlwCE785tQ7+Ln5LTQ7OoPc2DFRyJn1IB6cejsUMoVY33rhItb+2YQ3d5l9tjVtQiQWzo4L2LUQERENB5IFw9HR0di4cSOMRiNkMhkMBoPHLZWKi4uRkZGBV199VaqmiYiIhrWttbuReaQAp9pqxWOTxioRIlPgTHsjAEAGGR5O+Aaen3k/Yse6T095d99p/PiNctQ2tQEAxoeFoLmtA4KHtmQyYN1yLRTygK6hSURENOTJBEHw9Lcy4GJiYjwuukVDW3V1NdRqNaqqqpCQkBDs7hARDXtba3dDf/B5CB5D1043RF+F31/1KLRRs9yOn7O1IvOP+/D3imrx2PL/mYF139Hiwy/rsXazCacbLoiPTZsQiXXLtbhrgVr6CyEiIhpC/IlbJMsMe2K321FeXg6NRoMZM2a4PbZp06ZANk1ERDTkOQQHMo8U9BoIx46Jws4FGzBGPkY8JggC3thpxtObTWhquQQAUMdG4DcPpCJt7hQAwF0L1LgzeSr2HK1HjbUV8apwLJwdx4wwERHRfwUkGN6wYQNycnJgs9ncjhuNRqxbtw4AsGTJkkA0TURENGzssh5yGxrtSeMlOz6yHcbNMXMBAOba83j89b34zxed9WQyIEM3Gz/TX4fx4WPc6irkctx45aTAdJ6IiGiYkzQYbmpqQnJyMszmy4t3KJVKMShev349SkpKUFpaiunTp0vZNBER0bBzpq3Br3Jn2xvR4XDi5W1H8Iu3P0XrRQcA4IopUXjpoetxwywuhkVERNRXko6VSk9Ph0ajQWlpKZxOJ5xOJywWi/jvbdu2Yfz48W4rThMREY1Gte1W/L7qb36VbWsai8U/34anN+9H60UHQhQyGO+agw+f/zoDYSIion6SLBjetGkTlEoltm3bhsWLF3sso9PpUFFRgcTERLz44otSNU1ERDSs/LXuQ1z7kQF7mg77LKt0qvBk3kmYTnQuOpmsicHun38dP1kyF6FjFD5qExERkTeSBcMlJSUoKiryq2xRURH+8pe/SNU0ERHRsGDvuIAHD72Iuw88h/pLTQCAr8cugAwyzxUEoG3XPDg6ZAgfq0DOd7TY/rPbcI1aOXidJiIiGqEkmzPc1x2aVCqVVE0TERENeTstn+IHh17Ayf8umDUlNBb/O+cptJgn4l8730S7di+EcZe3QZI1RyK0IhUhVdNxy9WT8NsHr0fixHHB6j4REdGII1kwrFQq+1SewTAREY0G7c6L+OnxP2LDyRJxC6V7J9+C31/1KKIV4zB3898R0jAdiio1nHF1cEa0QN4SAXn9RMgEOWLGjcU7q29BiIJDoomIiKQkWTAcExMDu92OqKgon2WbmppgtVqlapqIiGhI+vS8Gd/7LBefNZ8AAChDxuGVqx7DvfGLAAC7DtfidENnNlgmyKGom4zuIa+l+SI+PtbALZKIiIgkJtmc4bS0NKSnp/tVVqfTYenSpVI1TURENKQ4BAfyThRhwcePiYFwWqwWh75SKAbCAHDGcsHbKdzUWFsD0k8iIqLRTLJgeMmSJYiKisKsWbPw2muv4cCBA7Db7QAAu92OAwcOYMOGDYiNjUVMTAxWrFghVdNERERDxomWGizatxrGY6/ionAJ4fJQ/O7KR/BP7TpMDZsglvvstBUv/P0Lv84ZrwoPVHeJiIhGLcmGSQNAcXEx0tLSsHLlSshkPVfGFAQBWq0WxcXFUjZLREQ06ByCA7ush3C2/f/bu/f4pur7f+CvJIXeoE1KCxR7oangDS+kF8XJHJLqNnVMSWG4i06h9TbnqragbuLcKCmM6dyUAO6imwjtr87v5jZJcCooE5oAinLt4VKktqVJWqAXIDm/P2oODU3atJwkTft6Ph4+LOd8zvm8zzn9QN75fM7n04wJ0WNwg/oKvFpvwU/3vIyTrq6e3LyES/DalaW4JD5dOu5U51ksqf4Uf3hnD1zuviefzEiOx7TJXEuYiIhIbrImwwBgNptRVVWF8vJybN++Xdqu1WpRVlaGBQsWyF0lERFRSFU3bEbJXhMOfzUzNADEKqPR7u4EAKgUSjyddRee0t6FEcpz/9T+Z8cXeOzVGuk94biRKnw3PwNrPzwIX4syKBTAknk6qJSyDeQiIiKir8ieDAOAwWCAwWAA0DVZVmJiYjCqISIiCrnqhs0w7HxOmhnaw5MIp44cg79PfQb5iZdK++odbSj9qxV/31Ynbbvl6glYcXceMpLj8e2paXhyrU1KkoGuHuEl83SYlXeuV5mIiIjkI1syvGPHDtjtdjidTtjtdgDA/PnzmQgTEdGQ4RJdKNlr6pEIdzdCqUJOwqSu8m43Xnn3ABav34ETHWcBdL3/u+wHOfhObrr0StGsvHTclnMRtuxrQr2jHamaWEybnMIeYSIioiCSLRnW6XTQaDRYtGgRpk6dCq1WK9epiYiIBoVNjl1eQ6N9OdLRiM2Oz6A5kY6f/mkraoRmAF1Dnov1k/Fzw9VIiB3R4ziVUsnlk4iIiEJItmRYrVZDEISAe4IDXZOYBqf6+nrp54SEBD5LIhoWrK37Ayr32/9a8d4/PpMmyLoqQ4MXfpyH3OzkPo4kIiKigWptbZVWNOqer/gj2/grvV7fryHRZWVlclVNYZCfn4/09HSkp6djxYoV4Q6HiCio2l2d+MWBv2DhvlcCKr9hiwMut4i4kSosmTcV7z97CxNhIiKiIFuxYoWUo+Tn5/dZXrae4TFjxvSrvOe9YopMW7duRWpqKgCwV5iIhrT/HN+Gh3f/AbXtxwIqrzgZD2XTWHzzmgn4zY+6JsgiIiKi4CspKcH8+fMBdPUM95UQy5YM19TU4MSJExg9enSfZbdv3w6LxSJX1RQGqampSEtLC3cYRERB80XHcTy692VUNWySts1Mmgpt+2VY3fY6oPBxkAgkfXY9Xnn4RnwnN02aIIuIiIiCr7+vb8qWDFutVqjVarlOR0REFBZn3S68WPd3/OLAqzjpagcAjB+ZhN9eUgzD2K/j6if+iZjYGejM2Qpx1LmlkBQn4xFtzUdK2yTclnMRE2EiIqJBTtZ1hhMTE5GUlNRnOUEQ+CGBiIgGnS3Oz/HA7t9h5wkBAKCEEg9l3I7nsu9B4oh4bNrdgCPHTyEKmVAdTYc7pRHuuDYo2+KgbBoLhajEUbRhy74mzgxNREQ0yMmWDOv1emzYsCHg8hdffLFcVRMREV0Q+5lWLNz3ClZ/8W9pW17CJXj58p8gJ2GytG3DJ+feG1aISqgax0Pl43z1jvZghktEREQykC0Zzs7O7ld5nU4nV9VERES9cokubHLswrHOZkyIHoPpmilQKVQQRRF/OWbGE/tW4/iZFgBAYlQ8yifdi6K0b0Ol6Ep1G1vasfBvNlT+73BA9aVqYoN2LURERCQP2ZJhQRD6VT6Q4dREREQXqrphM0r2mnC4o0HalhkzDo9mfBf/r/FDbHbukrb/IHUmlk8uwrhoDQBAFEW8+oGAn7+xHY5TpwEASgXw1fLBPmUkx2Pa5JTgXAwRERHJRrZk2GKx4PDhw8jMzAyo/MqVK+WqmoiIyKfqhs0w7HwOIryz18MdDfjZPpP050vj0/HSZT/BjKRrpG17j7Xgp3/ahg/3Nkrb7p1xMa6blILi1Vsg+kiIFQpgyTwdVEql7NdCRERE8pItGRZFEVqtFgaDAQUFBdBqtbjpppvkOj0REVG/uEQXSvaaeiTC5/tV9t14ImsORipHAAA6z7iw4p+fY/k/PsPps24AwKUXJeKFe/Jw/SVjAQBx0VF4cq0NR46fm006IzkeS+bpMCsvPUhXRERERHKSLRl2u91oaWmB3W6H0+mU67REREQDssmxy2totD83aK6UEuHNexrx0z9txb76VgBA9AglSr8zBY/eehlGRp2bKmtWXjpuy7kIW/Y1od7RjlRNLKZNTmGPMBERUQSRfWmlxMREOU9JREQ0IMc6mwMu5zh1Gj9/Yzv+8n6ttH36ZWPxwj35mJSa4PM4lVLJ5ZOIiIgimOxfYb/77rtYs2aNz30LFy7Eu+++K3eVREREPTSfPhFQuX21p5FT9k8pEdbEj8TLC67D2wtn+k2EiYiIKPLJ2jM8Z84cVFVVQaFQAADmz5/vtX/p0qVYvXo1zGYzysvL5ayaiIgIQNeawWX7XsGabmsG+xN3OhHL/tYEhdj13fD3rp+IJXfpkJIQE+wwiYiIKMxk6xles2YN5s6di6VLlyIrKwt6vd5nuQULFiA3NxfV1dVyVU1ERNS1DNIxMy7ZfJ+UCEdjJPzOnyUC7i06KEQlssaOwlulM7D6/uuZCBMREQ0TsvUMm81mrFu3DgBQWlraa9nZs2fjgQcewJ133ilX9URENIztOXUED3z+It5z7JS2/WD8TGx9PQNHVIfQmbMV4qhzMz8rTsYj2pqPqLpMPHrrZVj03SsRFy3rYCkiIiIa5PgvPxERRax2VyeWHFwL48H1OCOeBQBMjkvDy5f9BCMaJ+DvxzYiCplQHU2HO6UR7rg2KNvioGwaKw2NvuXqCUyEiYiIhiHZ/vXv73JKgiDIVTUREQ1D7xyvwYO7X4TQXg8AiFaOwFNZ81CaNQfRypFYv/eQVFYhKqFqHA+Vj/PUO9pDEzARERENKrIlw6Io4vDhw8jMzOyz7I4dOyCK/l7iIiIi8q++sxk/27sS6758X9qmT5qKly57BJPiL5K2jVcH9u5vqiZW9hiJiIho8JMtGS4qKoJOp0NVVRVmzJjht9zGjRtx8803o7KyUq6qiYhoiHGJLmxy7MKxzmZMiB6D6ZopAICX6/6Jpw78Ca1n2wAA40Zq8NtL7sf3xn9DWskAABqc7fjt25/3WU9GcjymTU4JzkUQERHRoCZbMmwwGGA2m6HX65GTk4M5c+ZAq9VCrVbD6XRCEASYTCYIgoAFCxZw8iwiIvKpumEzSvaacLijQdqWOjIJcapo1H41JFoBBR5Ivw2/vvjHUI8Y5XX827ajeOiVj9F8orPXehQKYMk8HVRK2RZWICIioggi64whJpMJALB69WpYrdYe+0VRRFFREVauXClntURENERUN2yGYedzEM9bD6n+tF36+ZrR2Vh52SO4Vn2ZV5m2zrN4cq0Nr7x7QNr28DcvRa52DH6xfgeOHD83m3RGcjyWzNNhVl56kK6EiIiIBjuFGISXdw8ePIilS5fCarXCZrNBp9MhNzcXxcXFmDp1qtzVUQgdPXoU6enpqKurQ1paWrjDIaIhxCW6kL3pHq8e4fNpokah/sY3EK0a6bV95yE77n35I+yrbwUAjFfHwlR0HW6aktp1brcbW/Y1od7RjlRNLKZNTmGPMBER0RAWSN4SlLUksrKypF5iGprq6+ulnxMSEpCQkBDGaIhoKNjk2NVrIgwAjrMn8b+WPbgx6SoAgNst4sX/7MGzlTtxxuUGANyWk4YX781H8uhzE2iplErccOm44AVPREREYdfa2orW1q4vxrvnK/7wa3EakPz8fKSnpyM9PR0rVqwIdzhENAQc62zuV7lj9jZ8p+JdPP3GdpxxuRE3UoXf/Tgfrz8y3SsRJiIiouFhxYoVUo6Sn5/fZ3nZe4bfffddCIKA+fPn99i3cOFC3HzzzbjpppvkrpZCbOvWrUhN7Rp+yF5hIrpQZ90ubDheE1DZCdFj8Na2I/jJH7fCceo0AGDqxCSseeB6TE7l30dERETDVUlJiZSH1tfX95kQy5oMz5kzB1VVVdLyFucnxEuXLsXq1athNptRXl4uZ9UUYqmpqXxnmIhkcbi9Ad//dCk+dH7WZ9mM6LF4481T+Ov7uwB0zQj9s1svx1N3XomRUapgh0pERESDWH9f35RtmPSaNWswd+5cLF26FFlZWdDr9T7LLViwALm5uaiurparaiIiilDrv3wfV2+5X0qEL41LhwIKn2UVUECxNQd/ff8gAOCipDi8vXAmnp1zDRNhIiIi6jfZkmGz2YzZs2ejtLQUBw4cwMSJE/2WnT17Nsxms1xVExFRhDl1th33ffYbzP3k12g5ewpKKPGM9gf49PpVKI1/ACPaR3uVV50ahZgPvoHmT7smwbojPwNbfv1tTL+Mk2IRERHRwARlNmkiIiJ/bK37Me+TcuxrOwoASI9Jwd+uXIjpmivx1rY6vLSqDSNxB6JSGuGOa4OyLQ7KprFQiErEjFDi+XvycdcNWdIrOUREREQDIVsy7HQ6+1VeEAS5qiYiogjgFt14/nA1Fu7/I86IZwEAhnHTseryR6EZMRoutxtPrrVBFAEFlFA1jsf5g5+TRkXje1+byESYiIiILphsw6RFUcThw4cDKrtjxw6IoihX1URENMh92WnHt21P47F9q3BGPIs4ZTTWXP4zrL/qaWhGdA2J/mhvE44cP9XreY452rFlX1MoQiYiIqIhTrZkuKioCDqdDv/97397Lbdx40bk5OTg/vvvl6tqIiIaxP7dtBVXb7kf7zR3LZ10zehsWKf9Afelfcurh7euufdE2KPe0R6UOImIiGh4kW2YtMFggNlshl6vR05ODubMmQOtVgu1Wg2n0wlBEGAymSAIAhYsWIA777xTrqqJiGgQ6nSfxsJ9r+D5I29K236WeSfKJ92LaOVIr7Lvf/4lnqv6JKDzpmpiZY2TiIiIhidZJ9AymUwAgNWrV8NqtfbYL4oiioqKsHLlSjmrJSKiMHKJLmxy7MKxzmZMiB6D6Zop2N/2BeZ9Uo4dJ2oBAGNHqvGXKU/gm8l5XsfWO9rw5NrtqPpfYK/ZZCTHY9rkFNmvgYiIiIYf2WeTNplMWLhwIZYuXQqr1QqbzQadTofc3FwUFxdj6tSpcldJRERhUt2wGSV7TTjc0SBtGzMiASfOtuH0V5NkfXNMLv485QmMi9ZIZc6cdWOleS+WvPkpTnZ0lUseHY07r83E6o374GtaCYUCWDJPB5VStjd8iIiIaBgLytJKWVlZUi8xERENTdUNm2HY+RxEeGeuzWdaAQAqKLHskgX4acYdUCrOJbAf7m3EY6/W4LM6J4CuJHf+TZPwc8PV0MSPxNcvG4cn19q8JtPKSI7Hknk6zMpLD/6FERER0bAQsnWGt2/fDpPJBLvdDoVCAaPRiIkTJ4aqeiIikpFLdKFkr6lHItzd2JFqPJLxXSkRbmxpx9Nv7MDaDw9KZXK1Y7Di7jxMzUqSts3KS8dtORdhy74m1DvakaqJxbTJKewRJiIiIlmFLBmeOnWq17vCt9xyC955551QVU9ERDLa5NjlNTTal/rTdmx2fIYb1FPwyrsH8MuqnWhpOwMA0MSPxOI51+CeG7OhVPZcM1ilVOKGS8cFJXYiIiIiIIjJ8KFDh3xudzqdsFgsqKmpCVbVREQUZF90HA+o3KYjh/D0819gxyGHtO2HX9fi2TnXICUhJljhEREREfVJ1mS4tbUVhYWFsFgsvZYTRRFlZWVyVk1ERCGy59QRLDtUFVDZJX87AFXDeADAlRlqrLg7D9dN4mzQREREFH6yJsM6nQ6CIECn0yEpKQmCIECr1Ur7BUGA3W5HVVUVbrrpJjmrJiKiIGt3deLXwuuoOFSJM1/NFN0bxcl4KBvHIiF2BJ6efRUWzJyEKBXf+yUiIqLBQbZkeNmyZdBqtbBarUhMTAQAaYml7mw2G4xGI5NhIqII8p/j2/DQ7t9DaK8HAEQrRyBPdQ02n94G9HzlFxCBaGs+5k3T4lffm4px6tjQBkxERETUB9m+ordYLNiwYYOUCHu0trZ6/Vmn02Hp0qVYvny5XFUTEVGQfNFxHIU7n8O3bE9JifDNY3Kw8zoT7P/IR8wHM6A4Ge91jOJkPGI+mIEJrZdgZdF1TISJiIhoUJKtZzgrK6vHtuzsbKxfvx7z58/vUba2tlauqomISGZn3S78oe7/8PSBP+Okqx0AMH5kEp6/9H7MGXcjNu9pxJHjpxCFTKiOpsOd0gh3XBuUbXFQNo2FQlSiER3Ysq+Js0ITERHRoCRbMuxwOHpsmzNnDnJzc3skwwBgt9vlqpqIiGS0tWUPij9/ATtOdH1pqYQSD2Xcjuey70HiiK5e4P1fnhv1oxCVUDWOh8rHueod7aEImYiIiKjfZEuGNRqNNCR6/fr1mDNnDhITEyGKIh588EG89NJLUtmWlhbYbDa5qqYwqK+vl35OSEhAQkJCGKMhIjk4z5zEk/v/iJVH34YIEQCQkzAJKy/7KXITJ0vl3tp2BM+s3xHQOVM1HCJNREREodHa2irlpN3zFX9kS4bLyspgMBigUChgsVhQW1uL8vJylJaW4v7770dNTQ3mzJkDtVoNo9EIvV4vV9UUBvn5+dLPzzzzDBYvXhy+YIgoYC7RhU2OXTjW2YwJ0WMwXTMFSijx+pfvomSvCY2nnQCAhKg4LLn4XtyffitUiq4+3wZnOx57rQZvbasLqK6M5HhMm8xllIiIiCg0VqxYgWeffTbg8gpRFEW5Kt++fTtKS0tx8OBBrFq1SpoxuqCgABs3boRCcW7K0draWkycOFGuqilEjh49ivT0dGzduhWpqakA2DNMFCmqGzajZK8JhzsapG0ToscgacRo7Dp5SNr2vfHfwIpLipEaPQZA19rwr28+iEWv2+A4dRoAkD4mDvO+loVl//gMvv4VUSiA1x6ejll56UG9JiIiIiKP83uG8/PzUVdXh7S0NJ/lZU2Ge7Nq1SpYLBYAwKJFizB16tRQVEsy8yTDvf1SEdHgU92wGYadz0nDn325OG4CXrrsJygYkyNtqzt+Cj/981aYPzk31KhIPwmLC6/B6NgReGtbHZ5ca8OR46ek/RnJ8VgyT8dEmIiIiMImkLwlZMkwDQ1Mhokij0t0IXvTPV49wudLjIrHF19/HfFRXe/4ut0iXnl3P36xfgdOdpwFAGSPG40/zL8WX7tkrPf53W5s2deEekc7UjWxmDY5BSqlbCv3EREREfVbIHmLbO8MExHR4LTJsavXRBgAWs6eQk3rftyYdBX217fi4T9+jI/2NgEAlAoFHvn2pXjyjisRO7LnPxsqpZLLJxEREVHECVoyvGbNGlitVgiCAJ1Oh7y8PNx5553Bqo6IiPyo62gKrFx7E3779udYUv0pOs64AABT0tX4w33XQqcdE8wQiYiIiEJO9mR4zZo1KCsrg9PphGcEtuddYY1Gg8rKSsyYMUPuaomIyIePnJ9h8YHXAipbsVbAwU+6epBHRilRNmsKHr31MoyM8rWCMBEREVFkkzUZXr58OUpLSwEAOp0Oubm5UKvVcDqdqKmpgc1mg16vR1VVFe644w45qyYiom6aT7di4f5XsOaLfwdUXnFyFIRPY6EAkJs9Bi/Pvw6XXpQY3CCJiIiIwki2ZNizrFJRURGMRiMSE3t+iGppacH8+fNhMBggCAIyMzPlqp6IiAC4RTf+fGwDSvetQfOZrqUFEqPika/MgbnzA0Dh4yARiLbmIW7ECPzCcDUeuHkyJ8AiIiKiIU+2TzsLFy6EyWTCypUrfSbCAJCYmIjKyko8/vjjUg8yERHJ49MTB/H1bY/hvs9WSInwD1P1+HzaGnzxf1ci5oMZUJyM9zpGcTIeMR/MQPyXWfjoV9/Gw9+8lIkwERERDQuy9QyLoogFCxYEVNZoNCI3N1euqomIhrWTZ9uxuPY1PH+kGi7RDQC4LD4DL132E3wj6Wps2t2AI8dPIQqZUB1NhzulEe64Nijb4qBsGguFqEQn3PjS2YaLx48O89UQERERhYZsybBGo+lXeSbDREQXRhRFVDduxqN7XsbRzuMAgFhlNH6R/X2UZM7GSOUIAEC9o106RiEqoWocD19TYnUvR0RERDTUydoz3B/+kufW1lYkJCTIERIRUcRziS5scuzCsc5mTIgeg+maKVApVBDa6vHwnt/j38e3SWVvT7kOv7v0QUyMHS9tO9lxBv/acTSgulI1sbLHT0RERDRYyZYMz507F9XV1QGtJbxjxw4kJSX53JeTk4P9+/fLFRYRUcSqbtiMkr0mHO5okLZlxIzF9YmX4e9NW9DhPi1te/HSh/CdsdOkcqIoovrjI3hyrQ3HAujxzUiOx7TJKfJfBBEREdEgJVsyPHv2bCxatAgajabXdYR37NiB8vJyrFu3rse+lpYWCIIgV0h9ys7ORnFxcY9loCwWC9atW4e8vDy/E33ZbDaUl5dLSb0gCCguLobBYOi1zkg5jojCq7phMww7n4MI71E3RzoacaSjEQAQpVDh8YkGPJ11F+KjzvXq7vmiBY+/VoP3Pz+XRF+TqcHOIw74GsSjUABL5uk4cRYRERENKwqxv+Ob/Zg0aRKArmRLrVb7Led0OgHAZxnPPpfLJUdIvXI6nb2+51xUVASTyeRzX0VFBcrLy2G1WqHVaqXzzZw5E1qtFpWVlRF9XG+OHj2K9PR01NXVIS0trd/HE1HfXKIL2Zvu8eoRPl+0cgS2Xft7XDk6S9rW2n4G5W9+ipXmvTjr6vqrfWJKPIw/yMG3p6bhrW11eHKtDUeOn5KOyUiOx5J5OszKSw/eBRERERGFWCB5i2zJcFJSkpTMXgiFQhHSZNjTG+yh0+lgNBqh1+t9Hmez2ZCTkwOz2dyjjOecJpMJRUVFEXlcX5gMEwXfe/admFHzRN/lcpfjxqSrIIoi1m85hKff2IEvnV1DomNGqPDY7Zfjp9++DLEjzw0Ccrnd2LKvCfWOdqRqYjFtcgp7hImIiGjICWkynJubi+9973t4/PHHB3wOQRAwadKkkCXDhYWFMJvNcDqdsNvtUu9pb3JyciAIAhwOh8/9BQUFsFgsPSYUi5Tj+sJkmCj4Xq9/F9//dGnf5a5chKvOTsVjr9bgw72N0vZbdWlY+n0dJqaMCmaYRERERINWIHmLbN0BSUlJfntTA6XVapGVldV3QZmp1eqAEmGn0wmbzdbrslAFBQUAgKqqqog7jojCTxRFfHIisLkT/u+D4/jaz/8tJcLZ40ah6rEb8cajX2ciTERERNQH2ZJhk8mEa6655oLPYzabLzyYILFYLADQa+LseRe6+3VEynFEFF7HOppx+/ZfwHhofZ9lo9pG4R//6oTLLSJ2pAq/MFyF//36Vtxy9UUhiJSIiIgo8sk2m7RcPbrh6BkOlCdxzM7O9lvGk4DW1NRE3HFEFB6iKOKv9RvxyJ6X4Dx7EgCgUSTC4W4BFL4OAKK25UEhKvGd3HSU36VDRnJ8aIMmIiIiinCyJcORyul0ory8XPpZEAQUFhb6nFjKs+xTb7Nle5Yw6j4pV6QcR0ShV9/ZjOLPX8A/mv4HAFBAgUcyvot31qSgPXo/OnO2Qhx1bvZnxcl4RFvzEfPFRKx77EbcfPWEcIVOREREFNGGdTLsSXwrKyulxNGz9JDZbO6x9JDdbg/43N3LRspxRBQ6oiji9S/fxU92vwTH2RMAgIvjJuBPVzwO8csUvNK4EVHIhOpoOtwpjXDHtUHZFgdl01goRCXOQkRctCrMV0FEREQUuYZtMqxWq6FWq70SYc/21atXIycnB2VlZTAajQM6/0B7XCPluPr6ep/bExISkJCQMKBzEg0XX3bacf/nL+Ctpi0AzvUGL5n0Y8SpYrB+9yGprEJUQtU4Hr7S3npHe2gCJiIiIhqkWltb0dra2mO7v3ylu2GbDAOA1Wr1uV2n00GtVqOiogKLFi3qdbjxcJWfn+9z+zPPPIPFixeHNhiiCCGKIt748j08vOf3sJ/p6g3WxqbiT1c8hq8nXSWVO3z8ZEDnS9XEBiVOIiIiokixYsUKPPvsswM6dlgnw73Jzc2FxWLB+vXrpfeHPe/Z9lekHNcfW7duRWpqao/t7BUm8q2h04EHd7+I6sbN0rafZMxC+cX3Ij6qK6l1njqNsr9Z8frmg32eLyM5HtMmpwQtXiIiIqJIUFJSgvnz5/fYXl9f77cDz4PJsB+e2Za79x73p4f4/KHXkXBcf6SmpvpdvJpouHKJLmxy7MKxzmZMiB6D6ZopUClUWP/l+3hw94toPtM1hCcrdjz+eMVj+EbS1dKx5k+O4eFXPsaxr4Y+q+NGoqXtNEQf9SgUwJJ5OqiUsq2OR0RERBSRLuQ1zWGZDDudTqxatQp6vR46na7Xsp6ZmYHAZmD2TEjVfY3fSDmOiAauumEzSvaacLijQdqWHp2CtJhkbGnZLW17KP07WDrpPoz6qje4tf0Mnnzdhr+8XyuV+d71E1Hxw1x88HkDnlxrw5Hj52aTzkiOx5J5OszKSw/BVRERERENXcMyGS4vL0dFRQW0Wi1qa2t9lvE1y7Jn3V5/xwDnkufc3NyIO46IBqa6YTMMO5+DeF4/bl1nE+o6mwAAE2PG4Y9THsOMpGuk/e999iUeXPM/1DW3AQBSEmLwwo/zcHtOV6I7Ky8dt+VchC37mlDvaEeqJhbTJqewR5iIiIhIBsMyGR4zZgwAwGAw+C3j6VUtKCiQtun1egDevcXn8ySgkXgcEfWfS3ShZK+pRyLc3WhVLHZMexmJI0YBAE52nMHP39iBNe/ul8rMvjYDy3+Ui+TRMV7HqpRK3HDpuOAET0RERDSMKURR9P8Jrh927NgBu90Op9Mp9ar6epF5MLDZbLBYLCgtLfVbRqPRwOl0wuFweL1Xm5OTA5vNBn+3zd/+SDmuL0ePHkV6ejrq6ur4zjARgPfsOzGj5om+y+Uux41JV2HznkY8uOZ/ONjYNWN00qhoPH9PHu7Izwh2qERERETDRiB5i2xj7XQ6HQoLCyEIArKysjBz5ky5Ti07nU6Hbdu2+e05raiogNPphMlk6jHBlGfd4aqqqh7HCYIAm83mc23iSDmOiPrnWGdzQOUOnmpE2V+t+Ha5RUqEb89Jw7bybzMRJiIiIgoD2XqGk5KScPDgQSQmJgZUvrW1NazL8DidThQWFqK4uNhruHRFRQXKyspgNBr99hxXVFSgvLwcVqtVmoDK6XQiJycHOp0OlZWVEX1cb9gzTHTO0Y4m/OjTCvzXsbPPstk1d6JhT9ffeZr4kfjNj3JhuC4TCoUi2GESERERDTuB5C2yJcNz5szB+vXrAy7/wAMP4OWXX5aj6gtSUVEBs9ksDe3Ozc1FcXFxn7NMWywWGI1GKckUBKFHYh3Jx/nDZJgI6HSfxopD/w+/PrgWp1wdfZZXnByFuLfuhEJU4pvXTMCL916L8erYEERKRERENDyFNBnub3I7d+5crFu3To6qKYSYDNNw93bTx3h078s40HYMAKCEEldHXY7tZ3YBvjp5RSDmgxkY03wxjN/PwV03ZLE3mIiIiCjIAslbZJtNuqamBidOnMDo0aP7LLt9+3ZYLBa5qiYiCroDbV/g0T0r8fbxj6Vt09VT8PwlD+KHz36GmNgUdOZshTjq3JrAipPxiLbmY9SXWnxk/DYykuPDEToRERER+SBbMmy1WntMNkVEFOlOnm3HkoNr8ZtD/w+nxTMAgAnRY7Bs8gLMGz8Dm/c04sjxU4hCJlRH0+FOaYQ7rg3Ktjgom8ZCISrRAReOHD/JZJiIiIhoEJF1neHExEQkJSX1WU4QBA4TJKJBTRRFrPvyPTy+bzW+6DwOABihiEJJ5mw8rb0Lo6K63vmtd7RLxyhEJVSN46Hycb7u5YiIiIgo/GRLhvV6PTZs2BBw+YsvvliuqomIBsQlurDJsQvHOpsxIXoMpmumQKVQ4ZMTAh7Z8xLed3wilf1Wch6ev+QBTI4/986JKIqobWgNqK5UDSfMIiIiIhpMZEuGs7Oz+1W+r9maiYiCqbphM0r2mnC4o0Halh6TginxE/FOsxVuuAEA2thUPH/J/bgt5TqvES1Hm0/hsVdr8K/tX/RZV0ZyPKZNTpH/IoiIiIhowGRLhgVB6Ff5QIZTExEFQ3XDZhh2PgcR3pPp13U0oa6jCQAQp4zGk9p5eCzTgBjVSKmMy+3Gast+PFu1Eyc7zgIAkkdHo/lEJ3xNza9QAEvm6aBSKoN2PURERETUf7IlwxaLBYcPH0ZmZmZA5VeuXClX1UREAXOJLpTsNfVIhLuLU0bjs6+txsTY8V7bdx1x4Cd/3IoaoRkAoFQo8OAtl+CpO6/Exk+/xJNrbThy/Nxs0hnJ8VgyT4dZeenBuRgiIiIiGjDZkmFRFKHVamEwGFBQUACtVoubbrpJrtMTEclik2OX19BoX9rcnTjc3iglw22dZ7H077vwu3/vhsvdlURfnanBi/dei6lZXaNcZuWl47aci7BlXxPqHe1I1cRi2uQU9ggTERERDVKyJcNutxstLS2w2+1wOp1ynZaISFbHOpv7Ve7dXfV49M/bcLDxJAAgbqQKT82+Cg/efAmiVN6JrkqpxA2XjpM3YCIiIiIKCtmXVkpMTPS5b/v27TCZTLDb7VAoFDAajZg4caKc1RMR9cp+phV/+SKwWe/jXKNRZPoIaz88JG0ruCoVv707D5kpo4IUIRERERGFiqzJcG+mTp3q9Z7wLbfcgnfeeSdU1RPRMFf15Qd4aM/v0Xja2WfZZEUSfrLkIBwnzwAAUhJiUPEDHWZfm8k10omIiIiGiKAlw4cOHfK53el0wmKxoKamJlhVExFJvuy046Hdv0d142Zp2wzN1XjP8YnvSbRE4OT7V6Pjq0T4Rzdm47m51yBpVHSoQiYiIiKiEJA1GW5tbUVhYSEsFkuv5URRRFlZmZxVU4jV19dLPyckJCAhISGM0RD1JIoiXj1mxs/2muA4ewIAkBEzFqsufxQdB8dhywd/RaduK8RR52Z/VpyMR7Q1H1F1mbh4/Gi8eG8+3wEmIiIiihCtra1obW0F4J2v+CNrMqzT6SAIAnQ6HZKSkiAIArRarbRfEATY7XZUVVVxpukIl5+fL/38zDPPYPHixeELhug8h9sbUPz5C3in+dwIlIfSv4PySfciThmDq5b8A1HHM6GqS4c7pRHuuDYo2+KgbBoLhahEQuwIbP7lNxEfMyKMV0FERERE/bFixQo8++yzAZeXLRletmwZtFotrFarNInWwoULsXTpUq9yNpsNRqORyXCE27p1K1JTUwGAvcI0aLhFN16u+ycW7n8FJ13tAIBJcRfhlStKMF1zJQBg0+4GaS1ghaiEqnE8VOedp7X9DLYfsrNXmIiIiCiClJSUYP78+QC6eoa7d+D5IlsybLFYsGFDz1laW1tbvZIlnU6HpUuXYvny5Xj88cflqp5CLDU1FWlpaeEOg0iy79RR3PfZCmx27gIAqBRKPJ5ZiGeyf4BY1bn3fY/Z2wI6X72jPShxEhEREVFw9Pf1TWXfRQKTlZXVY1t2djbWr1/vs2xtba1cVRPRMOASXXjPvhOv17+L9+w74RJdAICzbheMB9fhqi3FUiJ81SgtPr72d1g6+T6vRPizOidWvP15QPWlamLlvwgiIiIiGjRk6xl2OBw9ts2ZMwe5ublSV3V3drtdrqqJaIirbtiMkr0mHO5okLZlxozDIxnfxetfvgtr634AwEjFCPw8+y6UTpyDkcpz7/ueaD+DJW9+ipc37IXL7WMG6fNkJMdj2uQU+S+EiIiIiAYN2XqGNRqNNHvXmjVr0NraisTERIiiiAcffNCrbEtLC2w2m1xVE9EQVt2wGYadz3klwgBwuKMBj+0zSYnwtYmXYvu0l/C09vtSIiyKIt7cegQ5C/+J3/9nD1xuEbEjVZgzLRP+lgtWKIAl83RQKWX765GIiIiIBiHZeobLyspgMBigUChgsVhQW1uL8vJylJaW4v7770dNTQ3mzJkDtVoNo9EIvV4vV9VENES5RBdK9pp8rwf8FQWAZZMX4NHMO6FSnJsKa399Kx5/rQbv7vpS2narLg0VP8hBRnI8vpObgSfX2qTJtICuHuEl83SYlZcelOshIiIiosFDtmQ4KysLRqMRpaWlyMrKQkFBAQCgqKgIlZWV2LhxI6xWq1Se6wwTUV82OXb16BE+nwggN+ESKRFuP30Wv/nH5/jt25/j9Fk3ACAzOR7LfpiLb029SDpuVl46bsu5CFv2NaHe0Y5UTSymTU5hjzARERHRMCHrOsNTp06F2Wzusd1sNmPVqlWwWCwAgEWLFmHixIlyVk1EQ9CxzuZ+lXtn5xd4/NUaHGrq6u0doVLiZ7dehsduvwJx0T3/ulMplVw+iYiIiGiYkjUZ7k1RURGKiopCVR0RRThRFHG4vTGgslEdcZj3wgf4p/WotG3GFeOx/Ee5mJzKdbCJiIiIqKeQJcNERIH67OQhlOw1YUOztc+yGlGDh5YIaO/seq94vDoWS+/S4c5rM6DwN0sWEREREQ17QUuG16xZA6vVCkEQoNPpkJeXhzvvvDNY1RHRENB02olnDrwK09F/wY2u9301UaPgOHvS9wEi0P7BNYjqFKFSKnB/wWQ8eedVSIgd4bs8EREREdFXZE+G16xZg7KyMjidTohiV0+N511hjUaDyspKzJgxQ+5qiSiCnXafwe+PvIVfCn9Dy9mu931jlCNROnEOLrdfj3v+rxKduq0QR52b+VlxMh7R1nxE1WUi/+JkPH9PHq7M0ITrEoiIiIgowsiaDC9fvhylpaUAAJ1Oh9zcXKjVajidTtTU1MBms0Gv16Oqqgp33HGHnFUTUQQSRRH/17QFj+9bhQNtx6Ttd42fgfJJ9+Gi6GRc9dI/EHU8E6q6dLhTGuGOa4OyLQ7KprFQiEokjRqJ/zw5EyOiVL3URERERETkTbZkePv27SgtLUVRURGMRiMSExN7lGlpacH8+fNhMBggCAIyMzPlqp6IIszOE7X42Z6V+K9jp7Tt2sRL8fwlD+A69WUAgE27G6R1gBWiEqrG8Tg/5bWfPI2PDxznrNBERERE1C+yJcMLFy6EyWTCggUL/JZJTExEZWUlysrKUFpainXr1slVPRENMi7RhU2OXTjW2YwJ0WMwXTMFKoUKDZ0O/PzAn7Hmi/9ARNerFOkxKVg66T7MGz/Da9Kro82n/J3eS72jPSjXQERERERDl2zJsCiKvSbC3RmNRuTm5spVNRENMtUNm1Gy14TDHQ3StoyYsfi65kq81bgFJ1xtAIA4ZTQWZs3FYxMNiFPFeJ1j5yE7jG/tCqi+VE2sfMETERER0bAgWzKs0fRv4homw0RDU3XDZhh2Pif1+noc6WjEX+s3Sn/+UaoeSybdi4tikr3KdZx2Yelbn+L5t3fD5fY+hy8ZyfGYNjlFnuCJiIiIaNiQtWe4P/wlz62trUhISJAjJCIKMZfoQsleU49EuLtoxQi8l7dcei+4u4/2NuKhVz7GgS9PAADiRqow+7pM/HWTAF9/xSgUwJJ5OqiUStmugYiIiIiGB9k+Qc6dOxfV1dUBld2xYweSkpJ87svJyZErJCIKsU2OXV5Do33pFM+g033Ga9uJ9jN47NVtuOXXFikRnnHFeHxcfitemn8dXnt4OjKS472OyUiOx2sPT8esvHR5L4KIiIiIhgXZeoZnz56NRYsWQaPR9LqO8I4dO1BeXu5z8qyWlhYIgiBXSEQUYsc6m/tdzvzJMfz0T1tR19z1HrE6bgSW3KXDD6Zrpcm0ZuWl47aci7BlXxPqHe1I1cRi2uQU9ggTERER0YDJlgxPmjQJAFBRUQG1Wu23nNPpBACMGTPG7z4iijyiKOJ/zt0BlZ0QPQbNJzqx6HUb1n54UNp+e04aVtydh/HqnhNiqZRKLp9ERERERLKRLRlubm6WklmHw9FneX9lui+rQoNXfX299HNCQgLf8x7m6jub8eNdv8E7zTV9ls2MGYem/QnIe+1tNLV2AADGJsZgxY9yMSsvI9ihEhEREdEQ1draitbWVgDe+Yo/so0x1Gq1qKiogNvtHvB/Bw4ckCscCrL8/Hykp6cjPT0dK1asCHc4FEZvNmzGlR8VS4lwRsxYKOD7Sy0FFEg7MB0//sNHUiL8/elabCu/lYkwEREREV2QFStWSDlKfn5+n+Vl6xlOSkqCXq+/oHNotVpkZWXJFBEF09atW5GamgoA7BUepk6ebceje1/GK1/8R9pWkjkbv774x1j8v39hxfHXcCb2hLRP1TYK8duvxc6DowB0TYD1ux/nY+aVqSGPnYiIiIiGnpKSEsyfPx9AV89wXwmxbMmwyWSSJZE1m80yREPBlpqairS0tHCHQWHyP+du/OBTI2rbjwEALopOxl+mPIGZY6birW11eGlVG0biDkSlNMId1wZlWxyUTWPhFrsGozxw82T8wnA1RsWMCOdlEBEREdEQ0t/XN2VLhvubCB86dAiCIEAQBDidThw/fhwHDx70Ocs0EQ0OZ90u/Prg63hO+BtcohsAUDju61h5+SNIGpEAl9uNJ9faIIqAAkqoGsdDdd45xiXGoPwurg1MREREROEl26fRBx54oF/lly5dioKCAlRWVmLq1KkoLi5mIkw0iNW2HcP0bSVYXPsaXKIbo1Vx+MuUJ7DuqqeQNKLrG7iP9jbhyPFTvZ6noaUDW/Y1hSJkIiIiIiK/ZOsZrqnpexbZ88svWLAAK1eulCsEIgoCURTxp2Pv4JE9L+GUq2vSq6+pr8BrU0qRFef9vu/eY60BnbPe0S57nERERERE/SFbMmy1WjFp0qRe1xj28AyNrqqqkqt6IgqC46dbUPz5C6hu3AwAiFKosDj7hyibOBdRynMDoF1uN/7yXi1+vm57QOdN1fRcR5iIiIiIKJRkS4YBoLa2NuCyCoUCEydOlLN6Ihogl+jCJscuHOtsxoToMZiumYKNzdtxz2fLUd9pBwBMjkvDX68sQ17iJV7H2oRmlLy6DVbBHlBdGcnxmDY5RfZrICIiIiLqD9mSYa1WC7PZjKSkpD7LNjc3Y86cOXJVTUQXoLphM0r2mnC4o0HaNloVixOuc0OZi9NuxW8mFyE+6lyPrv1kJ35ZtRN//O8BiGLXtsvTEnFnfiZ+/eYn0rbuFApgyTxOnkVERERE4SdbMqzX6wOeUToxMRG5ublyVU1EA1TdsBmGnc9BhHfm6kmER6vi8Ncry/CdsdOkfW63iL9tFvDzdTvQfKITADAqJgpP3XkVivWTMSJKiUsvSsSTa21ek2llJMdjyTwdZuWlh+DKiIiIiIh6J1syrFAoglqeiOTlEl0o2WvqkQh3lxgVh1tTzi1W/slhB0pe3YaP9x+Xthmuy8SSeVORqomTts3KS8dtORdhy74m1DvakaqJxbTJKewRJiIiIqJBQ9Z3hokocmxy7PIaGu3L0c7j2Oz4DNfEXIpfV38Ck3k/3F+Nf56cmoDf/CgX37hivM9jVUolbrh0nOxxExERERHJQbZkeNWqVcjJyYFWqwUAJCUlQavVIiEhQa4qiEhGtW3HAipX9elu3Ft1AI0tXcsqxY1Uoey7V+Lhb16CkVGqPo4mIiIiIhqcZEuGExMTkZSUBFEUIQgCrFYrmpub4XQ6YbfbMWbMGBQWFuKmm24C0LV2KRGFx98bP8TC/a8EVPaVf3wBVUtX7++svHSUz9MhPTk+mOEREREREQWdrBNo3XnnnQCAmTNn9tjf0tKCVatWwWg0wmQy8Z1hojA42tGEh3f/Hm81bQmovOJkPJRNY5E9bhSW/TAXBVdNCHKEREREREShoRBl6qLduHGjzyT4fE6nE3q9Htu3b4fD4eAw6ghz9OhRpKeno66uDmlpaeEOhwLkEl34w5H/w1MH/oyTX80UnRadjPbd6WjO2g74+m5KBGI+mIFf5N6Kn916BWJGckg0EREREUWGQPIW2aZ2DSQRBgC1Wo3169dDFEWsXr1aruqJyI8drbWY9vGj+Onel3HS1Q4llPhpxh1Yk7wEnR9djZgPZkBx0nvYs+JkPGI+mIGoukxMv2wcE2EiIiIiGnLCMpu0VqvF7NmzUVpaCq1WizvuuCMcYRANaafOtmNx7Wv47ZFquEQ3AGDq6Iux6vJHkZs4Ges/OgQAiKrLhOpoOtwpjXDHtUHZFgdl01goxK7vyuod7eG6BCIiIiKioAnb0kr3338/srOzsXbtWqxcuRKJiYlQKBRYt25duEIiGjL+1bQVD+5+UVo6KU4ZjecuvhuPZNyBKGVXL29Ta4dUXiEqoWocD1/9v6ma2FCETEREREQUUiFLhrdv3w6TyQS73Q6FQgGj0Rjw0Goi8uYSXdjk2IVjnc2YED0G0zVToFKoUN/ZjEf3rMT6hvelsrcmX4s/XPYwMmO71vw9fqIDT63djtc3H+yznozkeEybnBK06yAiIiIiCpeQJcNTp07FypUrpT/fcssteOedd0JVPdGQUd2wGSV7TVKvLwBkxozFLWNysa7hfbScPQUASI1Owu8ueRCzx02HQqGAKIr46yYBT7+xA/aTnQCAUTFRONVxFr5m0VMogCXzdFApZZtagIiIiIho0AhaMnzo0CGf251OJywWC2pqaoJVNdGQVd2wGYadz0E8L3093NGIVV/8CwCggAL3p92K8kn3IXFE18RYe75owaN/3oYP9zZKx3x/uha/+t41+HBPE55ca8OR46ekfRnJ8VgyT4dZeekhuCoiIiIiotCTNRlubW1FYWEhLBZLr+VEUURZWZmcVRMNeS7RhZK9ph6JcHcjFCq8m7sMN2imAADaT5/Fsv/7DM+/vRtnXF2TaE1KTcAL9+Rh+mVdw6Zn5aXjtpyLsGVfE+od7UjVxGLa5BT2CBMRERHRkCZrMqzT6SAIAnQ6HZKSkiAIArRarbRfEATY7XZUVVXhpptukrNqCrH6+nrp54SEBK4XHQKbHLu8hkb7ckZ0STNHb/y0HiV/2Qah8SQAIHqEEk/cfgUevfVyRI/wnipLpVTihkvHBSdwIiIiIqIQaG1tRWtrKwDvfMUf2ZLhZcuWQavVwmq1IjExEQCwcOFCLF261KuczWaD0WhkMhzh8vPzpZ+feeYZLF68OHzBDBPHOpsDKrfbUY8/v3ECVf87LG2bccV4rLg7FxeP55cWRERERDQ0rVixAs8++2zA5WVLhi0WCzZs2NBje2trq1evoU6nw9KlS7F8+XI8/vjjclVPIbZ161akpqYCAHuFQ+Dk2Xb8q2lrQGV//qe96DiSDABISYjB0rt0KJyWCYVCEcwQiYiIiIjCqqSkBPPnzwfQ1TPcvQPPF9mS4aysrB7bsrOzsX79eimg7mVra2vlqprCIDU1FWlpaeEOY8gTRRFvfPkenti3Gl90Hu+zvOJkPNrrkqAAcO+Mi7F4zjXQxI8MfqBERERERGHW39c3ZUuGHQ5Hj21z5sxBbm5uj2QYAOx2u1xVEw1JO0/U4ie7/4BNzl3StixlOg666gBfnbwiEG3Nx5S0JLxwTx6uncT1gYmIiIiI/JFtuliNRiO9sLxmzRq0trYiMTERoijiwQcf9Crb0tICm80mV9VEQ4r9TCse2v0idFsekhJhbWwq3rx6MWL+dTtiPpgBxcl4r2MUJ+MR88EMJDdfjPeeuZmJMBERERFRH2TrGS4rK4PBYIBCoYDFYkFtbS3Ky8tRWlqK+++/HzU1NZgzZw7UajWMRiP0er1cVRMNCS7RhdVH/42nDvwJ9jMnAABxymg8pb0LJZmzsW2fA3XHDyEKmVAdTYc7pRHuuDYo2+KgbBoLhaiEE2dQIzRzZmgiIiIioj7I+s6w0WhEaWkpsrKyUFBQAAAoKipCZWUlNm7cCKvVKpXnOsNE52x27MJP9vwBO06ce5f+e+O/gYrJ85EeMxYAcMzeJu1TiEqoGsdD1eNMQL2jPdjhEhERERFFPFnXGZ46dSrMZnOP7WazGatWrYLFYgEALFq0CBMnTpSzaqKI9EXHcZTtX4O/1b8rbbtyVBZevPQh3Jh0lbRtX30rnv/X7oDOmaqJlT1OIiIiIqKhRtZkuDdFRUUoKioKVXVEg4ZLdGGTYxeOdTZjQvQYTNdMwVnRhecPv4nnhL/hlKsDAKCJGo3nLr4bxWm3IkrZ1ed7+qwLL/xrN4xv7ULnGXefdWUkx2PaZL4vTERERETUl5AlwwBw6NAh9gjTsFLdsBkle0043NEgbRs7Ug0VlKg/3TWjugIKFKV9G7+6+B4kj0yUym2rPY6HX/kYnx9tAQCMjFLi9pw0VG89AlHsWZdCASyZp4NKKdu8eEREREREQ5bsn5qXL1+O3/zmN17bqqurMWbMGGRnZyM5ORn//e9/5a6WaNCpbtgMw87nvBJhAGg87ZQS4a+pr4D1uj9g5eU/lRLhE+1n8MRrNZj5yw1SIjxtcgo+fO5b+PNDN+C1h6cjI9l7NumM5Hi89vB0zMpLD8GVERERERFFPoUo+upjGpi8vDxpyaScnBxs3boVBw8eRHZ2tlc5pVKJAwcOsJc4Ah09ehTp6emoq6tDWlpauMMZtFyiC9mb7umRCHeXPCIB9Te+gSjluQEa/97+BUr+sg1Hv5osKyF2BH459xr8+BsXQ6k8t7iwy+3Gln1NqHe0I1UTi2mTU9gjTERERET0lUDyFtk+PS9btgxWqxWzZ8/GnXfeiZqaGlRXV2PhwoUoLS2Fw+GA2+3Ghg0bkJCQgIULF8pVNdGgs8mxq9dEGACOn2nFh87PAQCNLe245w+bMee370uJ8O05adhWfivuu2mSVyIMACqlEjdcOg6F0ybihkvHMREmIiIiIuon2d4ZXrduHaxWK6ZOnQoAsFgsWLhwIfLy8rB06VKpnF6vR01NDW655Ra5qiYadGrbjgVU7ouO43j1/Vo8/cZ2OE6dBgCMV8fiNz/KxXdyOeSZiIiIiChYZEuGk5KSpEQY6Ep6k5KSUFhY2KOsVqtFVlaWXFUTDSpvN32MhftfCajsi9WHsWvrl9Kf751xMZ6dcw3U8SODFR4REREREUHGZFir1fbYptPpfG73V54okjWdduLRPS/j9S8DmyBOeWoUPt02AgoAk1MT8Lt78/G1S8YGN0giIiIiIgIgYzKsUCh6bDt/4qy+yhNFIlEU8caX7+GRPS/h+Jmu2Z9To5NwHfLxZsd/AF+/6iIwsiYPI5VReOz2y/H47VcgeoQqtIETEREREQ1jsiXDgiD02NZbwuurPFGkOdrRhAc+/x3+efxjadv8i76FpRffh68v+i9iYmegM2crxFGnpP2Kk/GItuYjrj4L7z97C6ZkaMIROhERERHRsCZbMmw2m6FSqaBWq6VtTqfT68/dtxNFMrfoxqqj/0LpvjU44eqa/Vkbm4pVlz+KmWOmYtPuBhw5fgpRyITqaDrcKY1wx7VB2RYHZdNYKEQlTsMNZ9vpMF8JEREREdHwJFsyDHQNF3U4HF7bzv+zB4dJU6Taf+oLzP98BT5wfAoAUEKJRzPvwC+zf4T4qFgAQL2jXSqvEJVQNY6Hr0HQ3csREREREVHoyDqBls1mQ0JCQp9lnU4ncnNz5aqaKCTOul1Ycfj/4ZnaV9Hh7urRnTJqIl65ogT5iZdK5URRxO4vnAGdM1UTG4xQiYiIiIioD7Ilw3q9PqBEGADUajX0er1cVRPJyiW6sMmxC8c6mzEhegyma6bg0xOHcN9nv4HtxAEAwAhFFJ7W3oWFWXMxUjlCOvZw00k8+udtsHxa32c9GcnxmDY5JWjXQURERERE/smWDBuNxqCWJwqF6obNKNlrwuGOBmlbYlQ8TpxtgxsiAOC6xMuw5oqf4YpRE6UyLrcbL2/Yh+eqdqLttAsAMC4xBo0tHV8d5U2hAJbM00GlVAbzcoiIiIiIyA/ZkuHExMSglqfBpb7+XM9nQkJCwKMCBrPqhs0w7HwO4nnpa8vZrpmgRyqiUDF5AR7O+A5UinNvAH96xIGf/PFjWAU7AEClVODRWy9D2awp2LCzHk+uteHI8XOzSWckx2PJPB1m5aWH4KqIiIiIiIaH1tZWtLa2AvDOV/xRiKLoq+PKp+XLl+Pxxx8feHTd5OXlYdu2bbKci0Ln6NGjSE/3TuKeeeYZLF68ODwBycQlupC96R6vHuHzXRSdjMNff01KhNtPn4XxrV144V+7cdbV1Yx0WUn4/X3X4spuyyW53G5s2deEekc7UjWxmDY5hT3CREREREQyW7x4MZ599lmvbXV1dUhLS/NZvl/JsEqlgsvlurAIAbS0tCApKUmWc1FoeZLhrVu3IjU1FcDQ6Bl+z74TM2qe6Ltc7nLcmHQVNu9pwMOvbEVtwwkAQNxIFZ6efRUeuPkSRKmY6BIRERERhdr5PcP5+fm9JsP9GiYtiiLefPNN3HHHHRcUZGFh4QUdT+GXmprq95cqEh1s63sYBQDsb21A5Zsf4y/v10rbZk4Zj+d/nI+JKaOCFR4REREREfWhv510/X5neMGCBdDr9Rg9enR/D8WhQ4dQUFCA2tparjNMg8Zmxy48feAvAZV95s970SokAQCSRkXD+H0d5l4/kb/PREREREQRpt/jOe12O2666aZ+V7Rs2TJkZ2dDEIR+H0sUDO2uTpTsXYmvb3sMx04391lecTIeLQfVAIC5109EzdJb8b2vZTERJiIiIiKKQP3uGbZaraitrcXcuXOxbt26Psvv2LEDhYWFEAQBoihCq9VCr9dj9erVAwqYSA7/c+7G3buWYV/bUQCAOmoUblBeh392WgBfua0IRFvzkTlmNH57dx5uvnpCaAMmIiIiIiJZ9SsZdjgcSExMxNSpU6FWq/tMiBctWoSKigp45ugyGo144omuSYrWr19/AWETDUyH6zSeqX0Vyw9VwQ03AODW5Gvx8mWP4JtPfYSYWBc6c7ZCHHVuKSTFyXhEW/OhacrGR89/C4lxI8MVPhERERERyaRfyXD3tYH1ej0A4IEHHsDLL7/sVe783mCdTofKykpkZWVJZex2+4XETdRvNS37cPeuZfj81GEAQEJUHF645EHcPaEAm/c04sjxU4hCJlRH0+FOaYQ7rg3Ktjgom8ZCISpxAmfx6REHbrh0XJivhIiIiIiILtQFrQGj1+uh1+vxwAMPSNsWLVqEnJwc1NbWQhRFVFRUoKamxisRJgqlTvdpPL3/T7hu6yNSInzzmBzsun4V7rnoZigUCtQ72qXyClEJVeN4jDikhapxPBTiuWbSvRwREREREUWufr8zfL7Zs2cDAObOnQubzdZrbzBRqG1vPYC7dy3DpycPAgBGqWKx4pJizL/oW14TXx21n/J3Ci+pmtigxElERERERKF1wckw0JUQNzc3o7KyEgqFAiaTCQsWLJDj1EQDcsZ9FksOrsWvhNdxVnQBAG5KugZ/vOIxZMaeG+bcecaFZ9bvwB/e2dvnOTOS4zFtckrQYiYiIiIiotCRJRkGgKKiIgCAzWZjIkwh4xJd2OTYhWOdzZgQPQbTNVPw+ckjuHvXMmw/cQAAEKeMxrLJC3B/+m1QKs4Ned5f34ofv/Qhdh52AAASYkfgRPsZiD7qUSiAJfN0UCkv6M0CIiIiIiIaJPqVDE+aNAn79+/3u7+oqAirV6/GokWLUF5efkHnIupLdcNmlOw14XBHg7RNHTUKJ862wfXVTNFf11yJP17xGLLjzi2FJIoi/rb5IB5/tQanOs8CAPRXpsJUdB227DuOJ9facOT4uWHTGcnxWDJPh1l56SG6MiIiIiIiCjaF6Fn3KABJSUkBzQK9bNkyKBQKPP744xd8LrpwNpsN5eXlSEpKAgAIgoDi4mIYDIZ+n+vo0aNIT09HXV0d0tLS5A41YNUNm2HY+RxEn/24wEhFFComL8BPMmZ59Qa3tJ3Go3/ehqr/dU2kNUKlxOI5V+PhWy6FUtn1DrHL7caWfU2od7QjVROLaZNT2CNMRERERBRBAslb+tUz7HQ68eSTT0rLKvmTk5MDo9GI2tpaFBYW9thvtVrR0tLSn6ppgCoqKlBeXg6r1QqtVgug6znOnDkT69atQ2VlZZgj7D+X6ELJXpPfRBgAUkYm4uGM73glwlsPHMe9L32Iw1/1+maPG4U/PXgDpmYleR2rUiq5fBIRERER0RDXr55hpVLpNQPvhXK5XLKdi3qy2WzIycmB2Wzu8QWG0+mERqOByWSS3vcOxGDoGX7PvhMzap7ou1zuctyYdBVcbjd++/Zu/Or/fQKXu+vX/a4bsrD8h7kYHTsi2OESEREREVGIBZK39HvspyiKsvxHwbdgwQKo1WqfPfme7cXFxWGI7MIc62wOuFy9ow2zKv6LZyt3wuUWMTomCq/cfz1MRdOYCBMRERERDWP9ToYtFgvcbveA/3M4HNiwYUMwroW6cTqdsNlsyM3N9VumoKAAAFBVVRWqsGQxIXpMQOWOHHHjuqf+jfc/75pgK1c7Bh/+6tuYc/3EIEZHRERERESRoF/JsFqtxk033XRBFSYmJkKv1yMrK+uCzkO9s1gsACC9J+yLWq0GAJjN5lCEJJvpminIjOn9nd4ElxrPvVQP+8lOKBRAyW2XY8PTBcgaOypEURIRERER0WDWr2S4r4mz+kOn08l2LurJk+BmZ2f7LeNJlGtqakISk1xUChVWXFIMBfy8vy4CpzdPhUJUYlxiDN564iY8O+cajIjijNBERERERNSlX9nB+vXrZatYznNRT4IgADjX++uLZ6klp9MZgojkpTqSiegPvgHFyXiv7YqT8Yj5YAai6jJxy9UTsOXX38aMKePDFCUREREREQ1W/VpaiSJHf9ZwjrT1nl1uN55ca0PU8Uyo6tLhTmmEO64NyrY4KJvGQiEqoYkfiTcenY4olSrc4RIRERER0SDEZJgG1DNcX1/vc3tCQgISEhIuMKLefbS3CUe+WitYISqhahyP81Nex6nT+N/+41wvmIiIiIhoCGttbUVra2uP7f7yle6YDNOA5Ofn+9z+zDPPYPHixUGtu97RLms5IiIiIiKKTCtWrMCzzz47oGOZDA9RnveBg2Xr1q1ITU3tsT3YvcIAkKqJlbUcERERERFFppKSEsyfP7/H9vr6er8deB5Mhoeo3ibOupCyHqmpqUhLS+v3cXK4/pIUZCTHS0OlfclIjse0ySkhjIqIiIiIiELtQl7T5FozQ1QgM0V7Js7qbS3iwUilVGLJPB0UflZWUiiAJfN0UCn5601ERERERL4xWxiiPOsL19bW+i3jWX4pNzc3JDHJaVZeOl57eDoykr2XVspIjsdrD0/HrLz0MEVGRERERESRgMOkhyi9Xg/gXMLriydRLigoCElMcpuVl47bci7Cln1NqHe0I1UTi2mTU9gjTEREREREfWIyPETpdDrodDpYLBa/ZTz7DAZDqMKSnUqp5PJJRERERETUb+xCG8KMRiMAoKqqqsc+QRBgs9mkMkRERERERMMJk+EhTK/Xw2g0YsGCBV7DpZ1OJwoKCmAwGFBaWhrGCImIiIiIiMKDw6SHuNLSUuh0OhQXF0uzRguCAKPRGNHDo4mIiIiIiC4Ek+FhQK/XSxNqEREREREREYdJExERERER0TDEZJiIiIiIiIiGHSbDRERERERENOwwGSYiIiIiIqJhh8kwERERERERDTtMhomIiIiIiGjYYTJMREREREREww6TYYp4ra2tWLx4MVpbW8MdCp2Hz2Zw4nMZvPhsBi8+m8GLz2Zw4nMZvPhszlGIoiiGOwiKHEePHkV6ejrq6uqQlpYW7nAADM6YqAufzeDE5zJ48dkMXnw2gxefzeDE5zJ4DZdnE8h1smeYiIiIiIiIhh0mwxRSkTIsQ+44g3HdkRCj3IbrfeSz4bO5EMPxPkbCcwEi47ojIUa5Ddf7yGfDZ3MhIuE++iQS9UNdXZ0IQKyrqwvL8ZF6TsbIGAfTOSMhxmCckzEyxqF+TsbIGAfTOSMhxmCckzEOnhgDOUdU0LJsGtLq6+ulnxMSEpCQkBDGaIiIiIiIaLhrbW2VepO75yv+MBmmfjl79iwAID8/X9r2s5/9DCUlJQEd7/mlDOSXM1CRcE7GyBgH0zkjIcZgnJMxMsahfk7GyBgH0zkjIcZgnJMxhjfGFStW4Le//a3XNk/+4gtnk6Z+2bZtm1ciTERERERENFht3boVeXl5PvcxGaZ+6ejowKeffoqUlBRERXFgARERERERDT5nz55FU1MTrrzySsTExPgsw2SYiIiIiIiIhh0urURERERERETDDpNhIiIiIiIiGnaYDBMREREREdGww2SYiIiIiIiIhh0mw0RERERERDTsMBmmiGSz2VBYWIji4mIUFxejoKAAVVVV4Q5r2MvOzkZFRQUsFgucTicAwOl0oqqqCoWFhaioqAhvgMOA0+lEQUEBLBZLQOXZlkKnP8+GbSl0KioqkJOTg+zsbGRnZwfcBth2gm8gz4ZtJ/gqKipQWFiIwsJCFBQUICcnBxUVFdL99odtJvgG8myGfZsRiSKM0WgU1Wq1WFtbK21zOByiTqcTDQZDGCMb3hwOhwjA739FRUXhDnHIcjgcotVqldoGALGysrLP49iWgm8gz4ZtKXQMBoNoMpmkPzscDrGoqEgEIOr1etHhcPg8jm0n+AbybNh2gsvhcIh6vV60Wq1e22tra0W1Wt2jTXTHNhNcA302bDOiyGSYIorVahUBiGazucc+T4Pu/o8nhY7n/ns+8Hv+0+l0Pp8XycNsNksfJiorK0W9Xh9QwsW2FHwDfTZsS6FRVFTk9356ki5fH9LZdoJvoM+GbSe49Hq9WFRU5POLCKPRKAIQtVptj31sM8E30GfDNsNkmCKMTqcT1Wq13/2eD5sUep5vJT0/+/t2mILLYDAElHCxLYVeoM+GbSn4amtrpXvsS/fekvM/ELLtBNeFPBu2neDy3Hej0dhjn9lslvaff9/ZZoJvoM+GbUYU+c4wRQyn0wmbzYbc3Fy/ZQoKCgCA76CEmVqthlarDXcY5AfbUuRgWwoOi8UCQRCwatUqn/u733ez2SxtZ9sJvoE+m97KkTwMBgPUajX0en2v5ZKSkqSf2WZCYyDP5nzDtc0wGaaI4Zl0preGqlarAfT+DyTRcMe2RMNdbW0tBEFAcXGx3zI6nQ5A16Q/Hmw7wTfQZ0PBV1lZCYfDId3/7jzPQqvVSm0AYJsJlYE8G+rCZJgihucvyezsbL9lPH/Z1tTUhCQmokjEtkTD3dy5c6FWq2EwGPyW8cyq2v3DI9tO8A302VB4mUwmAEBZWZnXdraZ8PP3bKhLVLgDIAqUIAgAev/HzzP8o6/p/Sl4nE4nysvLpZ8FQUBhYSGKiorCHBl5sC1FBral4NHpdHA4HL2W8Xwwz8vLk7ax7QTfQJ9Nd2w7oWWz2SAIAgwGQ497zDYTXr09m+6Gc5thMkwRw263B6Usycfzl2dlZaX0D5/T6cTMmTNhNptRWVkZ3gAJANtSJGBbCi+bzSZ9MO/+YZBtJ/z8PRsPtp3QqqqqwoIFC1BaWgqj0dhjP9tM+PT1bDyGe5vhMGkakvjtYuip1Wqo1Wqvv0w921evXo2qqioO0YlAbEuhx7YUfp77azQaBzwUl20nOHp7Nmw7oeF0OlFcXIyCggIsWLAAer0ec+fOleW8dGH6+2zYZpgME5GMrFarzw+OOp0OarUaFRUV/MeOKABsS+FTVVUFi8UCg8GA0tLScIdD3QTybNh2gk+tVsNkMsFsNsPhcKC4uBg5OTkoLCwMd2jD3kCezXBvM0yGKWL0Nh08DX6eZRXWr18f5kiIbSmysS0Fj9PpxIIFC6DT6XwODWTbCZ++nk0g2HaCQ6/Xw2QyoaqqCjk5OV772GbCq7dnE4jh0GaYDFPE6M9QNc4wOfh4Zou0Wq1hjoTYliIb21LwFBYWQqvV+r23bDvh09ezCQTbTvB43t+22WyoqKiQtrPNhJ+/ZxOI4dBmmAxTxAhktkHP5AvDcdHwcHI6naioqAhozUfPzJIUPmxLgxfbUvgUFxfDbrf3+qGPbSc8Ank2bDvh51njdt26ddI2tpnBwdezYZvpwmSYIoZnjbra2lq/ZTyN1TOsg0KjvLwcZWVlvb6TwlkiBw+2pcGLbSk8KioqIAhCn70fbDuhF+izYdsJrqqqKmg0ml4nU/Ikvt2TK7aZ4Bvos2Gb6cJkmCKGXq8H0Pu3U56/bAsKCkISE3UZM2YMAMBgMPgt4/lWmM8m/NiWBi+2pdCrqqrCunXrYDabfe7v/kGRbSe0+vNs2HaCy2QyST2J/njaRfceXraZ4Bvos2Gb+YpIFEF0Op3Y269tX/spOKxWq2g0Gnsto1arRQCiw+EITVDDlMFgEAGIlZWVvZZjWwq9QJ4N21JoWa1WUafT+d1fW1srlpaWem1j2wmN/j4btp3gKi0tFbVaba/3GIAIQCwqKvLazjYTXAN9NmwzXdgzTBHFs2h4VVVVj32CIMBms/W6sDgFh06nw7Zt2/x+8+uZlt9kMnGCjEGCbWlwYlsKHafTibKysh4zEzudTuk/k8kkDfP0YNsJvoE8G7ad4CouLoZWq/W7pNWqVasAdE2Cdf7vP9tMcA302bDNfCXc2ThRfxmNRlGtVou1tbXSNofDIWq1WtFgMIQxsuHN4XCIer2+R6+X0WgUAfT57SPJw/MN+/m9Wb6wLYVWoM+GbSk0tFqt1FvS239Wq7XHsWw7wTXQZ8O2E1xms1nU6XSi2WzusV2tVotardZnexFFtplgG+izYZsRRYUoimLoUm8ieVgsFhiNRundB0EQUFxc3Ot7DxQaFRUVMJvN0qQLubm5KC4ulmYyJHkJgiC9y2O3271m7FSr1UhKSoJWq/X7zh3bUvBc6LNhWwqesrKygJcYcTgcPntF2HaCQ45nw7YTPE6nE+Xl5dJETHa7HUlJSSgoKPDbM+nBNhNcF/JshnObYTJMREREREREww7fGSYiIiIiIqJhh8kwERERERERDTtMhomIiIiIiGjYYTJMREREREREww6TYSIiIiIiIhp2mAwTERERERHRsMNkmIiIiIiIiIYdJsNEREREREQ07DAZJiIiIiIiomGHyTARERERERENO0yGiYiIiIiIaNhhMkxERERERETDDpNhIiIiIiIiGnaYDBMREREREdGwExXuAIiIaOgpLCyExWKB0+n02q5Wq5GUlOT3OEEQepTPzc2F2WwORphEREQ0jClEURTDHQQREQ1NFosFBQUFAIDKykoYDIZey1dVVaGwsDDg8kREREQDxWHSREQUNHq9XvpZrVb3WV6r1Uo/63S6YIREEaygoADZ2dleIw4sFgs0Gg3KysrCFxgREUUkJsNERDQo9TacmoYfQRBgsVik/3tUVlbC6XRi1apVYYyOiIgiEd8ZJiIiokFPq9VCp9MhKSnJa/h8WVkZampqvEYhEBERBYLJMBEREUUEq9WKiooKFBcXQ61WS8Oli4uLUVRUFN7giIgo4jAZJiIioohRWloa7hCIiGiIYDJMREQRqaqqCmazGXa7XeohLCws7NFDKAgCiouLYbfbIQgCkpKSUFtbi6qqKqxbtw4ApOONRmOvE3c5nU6Ul5fDZrN5LRNlt9tRVVUllTMYDJg7d67XcF6LxQKTySQtOdU9Ts+7sEDXxGG5ubkwmUwQBAFGo9Hvfg+NRiNdg1arRVlZWY/7EOj9cjqdKCsr86pTr9dLk5sJggC73Y65c+d6JaaBxnp+TOvWrfO6d3q9XorLc799MRqNEATB77mNRqPP7efrK26bzYby8nKvpcJ6u64Luc9ms7nX4d7dZ2fvLYaKigqsW7fOa0I6o9Ho9Wc520VvCgoKetThueeeOICu4e6ea7fZbNJ1+dpPRCQbkYiIKIgAiABEs9ncZ1mr1SqVdzgcfssZDAZRr9f3KONvu9VqFY1GowhA1Gq1YmlpqVhZWelVxmQyiQBEo9Hos07Pfp1O5zO20tJSEYBoMpl6vcbKysoeZWpra6XYfHE4HL3uLyoqEtVqdY9r8ujv/epep6+PCp7npNPp/B6nVqt9xuKL594VFRX53F9ZWdnr75Hn2QAQrVZrwPX2J27PNft7BqI4sPssiqKo1WpFtVot6vX6XmMsLS0V1Wq13xgdDoeo0+l6nMdz/86/d3K0i750r0OtVotWq7XHcy4qKpLiM5vNYmlpqdd+g8FwQc+WiMgfJsNERBRUcifDer2+14Skt/19xeL5UO4roVWr1SIAvwmn5wO/v/0eng/83XkSMV/JZffYfe23Wq1+E3RRvPD75S/x8iQovpKkvpLG8wWScPUWi9ls7vP+BSKQLyT81XEh91mv10tfCNTW1vqt32QyiWq12u95dDpdr8/L374LaReB8iTxBoOhxz7Pl0F6vd7nFyKevxf8fVlCRDRQXFqJiIgiRlVVFSwWS69rypaVlUEQBFRUVPjcr1ar/Q639Azd7O38gayX3BvPsE85VFVVwWQywWq1+oxLjvs12DmdzoCHRAeLHPe5uLgYAPwO+161alWvk4StWrUKNpsNixYt8nt+p9MZtHbRl6SkJDidTmmYd3ee4dsWiwWFhYV+99fU1Ay4fiIiX5gMExFRxPC8P5qbm+u3jOcDvb93TXujVquh0+l8rlvrSUQqKyv7fd7unE6nLGsol5WVYdu2bX6TJyB498tisaCqqgo6nS7sE1otWLAg7MmwHPfZs3TUQNdL9twDfwmtJ7Zt27b1+9y9tYv+6uu93972e95hJiKSCyfQIiKiiGGz2QDAayIgf5xOJ5xOZ797cnNzc2Gz2WC1Wr22G41GjBkzRkpmiouLodVqpfM3NzcHdP7m5uaA4u9NYWEhqqqq+kws5Lhf3ROg2tpa2Gw22O12VFZWek0Qdj673d4jcdJqtbJOglRWVoZFixZdcG99d77iBnpPxOT6vVy0aJH0bM+ffK2v++YZcbBu3TpYLJZe6x8If+2ivwbyuy/n8yUi6o7JMBERRYTuH+L7+nDsWYO2pqam38mX59y+hjOXlpaitLQUNpsNM2fOhNPphF6vh06n6zUB6W4gCbqHIAgoKCiQegGrqqpQUVHhs3dWrvvVffisXq+HIAiorKzEunXroNPpek1uup/LZrNJQ4UXLVp0wT3KFosF2dnZ0Ol0sg49B3z3TvpLIuX8vTQYDFCr1SgvL/dKhm02m3S/fI0q6H79c+fO9ftMioqKBvy711u7kAuTXiIKNSbDREQUEbp/UO4roey+zFB/dV8+x5+amho4nU4YDAZp2HRFRYXUQ9gbu93e75i6q6yshFqtRmVlJbKzs6UlZ86PV8771X27p3e3rKwM2dnZfnuIk5KSehxnMBhQUFCAsrIyNDc3D3h4sych722I+ECdH7eHv2RY7t/LoqIiVFRUQBAEaLXagL486X4+tVodlKQykHZBRBRp+M4wERFFjO5r3fanfH94JunJy8vzud+zPqtWq+33+8MX+r5w92HZwLn3lz291L7Ke2IO9PyB8kzUtGDBgoCPAc6923ohE3aVlZV5JcJyvIN9IeS8z+dPpNXXxFkDjaG/+moXRESRiMkwERFFDM9str0NSfbsG8gwXKfTCZvNBrVa7fd9WM9suAOZSGvVqlU+Z8sdKJ1OB6PRCKfT6fO8wbxfnqTc6XT2KwHrnggOJHErLi4O+4RZ57vQ+9z9C46BTqTlicFsNgdUrj8CaRdERJGIyTAREQWN3LO/FhUVQafT9TrzcVlZGbRard+EyfPB3hdPL6e/RLewsBCCIKC0tLTfw0WdTifMZrOsE0gBkGKxWCw9elvluF/+eJI7tVrdrx7l9evXD+g4oOse5uTkXPAEZHK70Pt8/u/jokWLpC84Av198cRQUVHht92VlZX5XNoIuLB2EYgLfT2AiCgYmAwTEVHQdF8XNJD3abv3rPlbU3Tjxo3Izc1FTk5Ojw/9nt7RvnrHysvLe8RTVlaGqqoqVFZW+kxAiouLUVVVBbVa7TOh8cwm7au3UxAEzJw50+87rp5EwV9Pqec6/e33DFkuKyvr0Ts50PvlKesrsRIEQTr2/ASpt1htNps0DLj7cbW1tV7/9xcLAJ9Dhj3370K+fPEc6y9p66uOgd5ni8UCQRC8fh89E2nZbLYeX7rY7Xa/MW7cuBE6nQ45OTk97r/ni5LekuuBtItAeGbQBvy3j/PLdeeJiQk1EclOJCIikpnBYBC1Wq0IwOs/tVotarXaHuW1Wq2oVqt9ltfr9T7rMJlMol6vFw0Gg6jX60WdTicajcZe4/KcUxRF0Wg0iqWlpWJRUZGo0+lEg8Eg1tbW9jimsrKyR2xFRUU94ui+32AwiJWVlaLZbBYNBoPXcb7+0+l0UhmdTicWFRWJtbW1Ym1trVhUVOR1Lz37PWpra3vca71e3+NaAr1fDoejR516vV6KVa/Xi1qttsf98hWrpz5PnVqtViwtLZWOq6ys9Lo/nntnMpn8nrP79VutVtFgMHg9n/PvT1/krqM/99nXtXuUlpaKlZWV0p/Pb1O9xeC5r92fm9ls9nsPBtIuAuFwOHz+PaDVaqXfb3/7HQ6HaLVa/e4nIpKDQhRFUbbMmoiIaBBTKBRQq9VwOBwhqa+srAwVFRUwGo0BLWsjCAKMRiNWrVoVlCHVRL6Eul0QEQ0WXFqJiIgoSDxLAAU66ZBWq4XJZIIgCEFdz5WIiIj4zjAREVHQeNYi7q+ysjLZJx8jIiIib0yGiYiIgqSvYdH+aLVaaUIuIiIiCg4mw0RENCz0NWPtYKLVajlMmkIiktoFEZHcOIEWERENaYIgoKCgoEdyqdVqYbVaB9x7SxTJ2C6IiJgMExERERER0TDEYdJEREREREQ07DAZJiIiIiIiomGHyTARERERERENO0yGiYiIiIiIaNhhMkxERERERETDDpNhIiIiIiIiGnaYDBMREREREdGww2SYiIiIiIiIhp3/DxtPyI09ZAYJAAAAAElFTkSuQmCC",
|
|
"text/plain": [
|
|
"<Figure size 1050x700 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"peaks_sqr = half_peaks**2\n",
|
|
"lows_sqr = half_lows**2\n",
|
|
"m_peaks = np.arange(0, len(half_peaks))\n",
|
|
"m_lows = np.arange(0, len(half_lows))\n",
|
|
"\n",
|
|
"plt.plot(m_lows, lows_sqr, label='Тёмные кольца (по фото)', marker='.')\n",
|
|
"plt.plot(m_peaks, peaks_sqr, label='Светлые кольца (по фото)', marker='.')\n",
|
|
"\n",
|
|
"plt.ylabel('Квадрат расстояния до центра, $\\\\text{мкм}^2$')\n",
|
|
"plt.xlabel('Порядковый номер m')\n",
|
|
"plt.legend()\n",
|
|
"\n",
|
|
"plt.savefig(r'images/dark-light-from-photo.svg')\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "51b7efd4-86e9-4b51-b25e-e66af3374cf0",
|
|
"metadata": {},
|
|
"source": [
|
|
"Аппроксимация прямой"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
|
"id": "b0c96924-2496-4418-a2cb-87b48d806f16",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 1050x700 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"([lR1], [[lR1_err]]) = curve_fit(line1, m_lows, lows_sqr)\n",
|
|
"\n",
|
|
"plt.fill_between(m_lows, line1(m_lows, lR1+lR1_err), line1(m_lows, lR1-lR1_err), alpha=.15, edgecolor='none', label='Случайная ошибка')\n",
|
|
"plt.plot(m_lows, line1(m_lows, lR1), alpha=.65, label=r'Аппроксимация $r=\\sqrt{m\\lambda R}$', color='C0')\n",
|
|
"plt.errorbar(m_lows, lows_sqr, label='Анализ фото эксперимента', marker='.', linestyle='none', color='C0')\n",
|
|
"\n",
|
|
"plt.ylabel('Квадрат расстояния до центра, $\\\\text{мкм}^2$')\n",
|
|
"plt.xlabel('Порядковый номер m')\n",
|
|
"plt.legend()\n",
|
|
"\n",
|
|
"plt.savefig(r'images/dark-approx-photo.svg')\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "074ea32d-9071-445e-8f10-a20fccc8fc67",
|
|
"metadata": {},
|
|
"source": [
|
|
"Расчёт кривизны и погрешности"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 11,
|
|
"id": "5cf756f7-bfc5-422c-9d23-ec525ee4c45d",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"R = 9.75 +- 0.06 мм\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"R = lR1 / lamb\n",
|
|
"R_err = np.sqrt((1/lamb)**2 * lR1_err**2)\n",
|
|
"print(f'R = {R*1e-3:.3} +- {R_err*1e-3:.1} мм')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "846a4de2-93a9-4f5b-8780-42c74c75b45a",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Биения"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"id": "da401148-6fee-42c2-b359-2ed82281f486",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 1050x700 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"face = im.imread('images/bieniya.png')\n",
|
|
"face = face[705:735,:]\n",
|
|
"\n",
|
|
"face_intensity = rgb2gray(face)\n",
|
|
"face_intensity = ndimage.median_filter(face_intensity, 4)\n",
|
|
"\n",
|
|
"plt.imshow(face_intensity)\n",
|
|
"plt.axis('off')\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 13,
|
|
"id": "412e0b45-c42a-4077-90ce-c2aff9900023",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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o1pIWFq1Qwl49k5F9FanVM9kew8aeNpydysr6Q0ZzMFatcRN21FRnHCcuzLZM6cwVSpII9LSrSmdHgpLO2omeOOZUZxzrkpVzdWImB8uylNYsbpjLl5AtVN53bXcb2uOz1WNhpXO5IFfQSaeudBaNfwMu9lryGlUz6b0RcFp1p5l0MhhLEsuOdNaCWpXOVCqFVCqlEEfx+v3334+bbroJ+/fvx4EDB5qyXRCMj48bX08mk0gmk8ZlDAZj+YMOnLrbY0hEIwiFKq1TWkFKXhyz0yRvvLRXWXZFX7JCOs9M65sxGoBQOvvXVlTrVLXOslVKJ1WAdKWTtkyZzdY+aLdtu3HZf7FUtjCfLymE1nV78pl7O+PoSEQAsL12qeGfHz+JfLGMW998qWMyYd5BOjWlk5xXpbKFYqmMaKRS5UVVzUQsjFyhrLzmRVidSieHTzEYrUImk0Em45yAduMrFMuuprPVOHLkiNG6u2PHDqRSKRw8eNBIZuvdzg+Dg4MYGBhw/Dc0NFTzvhgMxvKB6HEXCYfQFosgHA7JwXwr2kgIQhmPhnHZetW6u31TNwDgGNd0NhVC6RyoKp2CCE61KDyHTlb0dKpKZzgcknWd9SidQn3qbovK8xQIbnWk53RPR0wS1XqOhdEavHYmg5/9/76DX/7r7+JT33jNsVzvtamTTp0s5gipFG2awqEQ2mOVCQdquaVKp35O6fWheusWALg4nTP2AmUwGLVhaGjIyEsGBwd9t112pFPUay4GRJuWBx54YEG2A4Dh4WGMjo46/tu7d2/N+2IwGMsHQm3qaotKRSHVQlIi1IHezjgiYfXRcEW1rvP4+VnkDf30GLWjVC7LvpRC6RSkr5702CBQiV3csdwmerWfX6LOrqsthu46SCdNqe3piEvllZXOpYPnSa/eTz1qIJ0+Sqd+XlMSWChVYrNj0RBi0QrppErnrIe9Vn8f/Zx76dQUrvjNL+Atv/9Vo42XwWAEx969e428ZHh42HfbZWev9QoQamTdIBCpuEeOHFmQ7QCgr68P/f39NW/HYDCWN4RVra066w8IojDbEvulUAeSBjIilM5S2cLI2RlcvaXHsQ6jNpxNZ1GsDrSF0mkrja0infZgPGX4nbvaojifAWbrSK8Vx9zVHlVIZ9D6OmqJ7OmIoT1eOe/ncqXAdaGM1uL1c3arkmmDBdupdGokUyOldAKrUP07FgkjHnVabtWaTk0xLbjbeAHg7s8eRaFUxqvjGRw/P4Ptm7g0icGoF42U9y1bpdPLqioChLx6eepIp9M4ePAgjh496ruuSNBtZDsGg8HwghhIicE3ACSrbS5akc4oyEGy3TkXSdumPDc62fT3Xo0YvWi3vZFKZzVBdq5F6p5a0xlzLG+E9Nr22pgSUhSUdE7NqkqnOJayZSFXYHVqKWCsWoMMACfOz/qSSqpAWpblUCSzBWqvrSqdhHQWSvb6lHQ696P9W1t+nPT1rCVRmcFgNBfLjnSK/pzHjh1zXUeQO2FrDYJ77rkH+/fvx2233ea6jikNt97tGAwGwwtiYNVGAl5EW4tW2C8FIeluc5KRyzd0obcacvPEsYtNf+/VCDqAH9DstfUojUGg1HR62WtrfP9y2ZLqU2dCVTqDWsEp0e1qi6KdhA+1ioQzagPtj1m2LLxyWq3x9iKDeUNLFKpQiprOWDSMWDVciE420NpeXdl0/lt9L1obOj45BwaDsThYdqRz165dALxVQ0FId+/eHXi/a9dWGqHfeuutrusIdZXut97tGAwGwwtitr4tZt+mu6qE0GRtaxRin93tTtIZCoVw09bKve7ICE+iNQNC6YyEQ9iUagNgK52zuSIsy2r6e4qazlgkrCjoAmJSY6bGSQ2FMLarNZ1Bz1WqmrXFIkqark5mvPDKeAb3P/wKzqbnA2/DCAY9NfvYWTXNWid/dHJMVyP19QUpNdlrS+WyJKWmfeU0QqsvL5Xta+nsFCudDMZiYdmRzh07dmDHjh14+OGHXdcRy7yIoI5du3bhwIEDnm1NnnjiCQDAXXfd1fB2DAaD4YWsrOm0B9+tVMKkvdaggAGQpPPpExPGRu6M2iCUzi1rOmRwU1f19y2VW2MpFapjT0fMWCNZ7/ml95QV5BUIbq+dy9t28lAoJFumAMHtvnO5In70nkew92+fwAf//N8CbcMIDl211luV6C1TqLqpE1JAJYci4CcepfbacnVb9VrIF8soEyLpIKEF1dZ7jvTx5GAqBmPxsOxIJwBJ8A4dOuRYNjIygqNHjxpJYDqdxp49e7Bnzx7Hsh07duDxxx93VVBFy5N7771XCSiqdzsGg8HwwrxR6Wxd0IwMEjLUdAI26ZzPl/DnX3mh6e+/2iCUzv5qiBAApZ9lK35j2kvThHrTc2mwS1dbDJFwGN3VczUo6Zyvvmd7VeFsp0pnwOP59ktncaaqcB4Z4cmRZkPvf3kho6qGei1lUVEnTfZaZ8uUaCSMmKZ06kpm5TV3uy0loem5ghZIxOnbDMZiYVmSTqEu3nnnnY5Qn927d+PWW2/Fvn37HNs98MADuO+++3DfffcZg3/uv/9+7Nmzx0FmDx48iP379+PAgQNGtbLe7RgMBsMNYiDVRmyQghTo6Y3NgFdNJwDcvH2ttGT+4aFn8Ohz/o2gGe4QSqeo5wRUa3O6Bb1YxW9sChECIOsoa62hpOejsAh3y56yAUln9XzvqJ5jnXUQ8BfGppR/nyRhTYzG4ad0OtJpPSyxgEocbXttCIlqyxRxDywY2jRREqsTWkpC9QkLVjoZjMXDsmuZIrBv3z7s2LEDe/bskSm1IyMjOHDggKut9vbbb8eBAweQSqWwY8cOx/JUKoXDhw/j4MGD2L17twwA2rlzJ44cOWLcppHtGAzG0sG/v3Iev/xXj+FNl6/Bp37trQrZWwzMy/RaYq+tEsJ6+ih6wbIsz5pOAFjX3Ya/+S9vw+1/VrEt/s03j+Hd1/c19ThWE0xK5+Ze++/TE3PYtrG7qe85MVMhCWu6EsblHbJNSSP22sr5090eAybng9d05tRJFlpzGrSm89VxNdjm+LmZpn+Hqxm6ak1JZ6FYVmonK68RC6zhN6S/K7XXRiMV63exuj+T1ZwSS6fSSWy9mko6V0N9MIPBaC6WLekEKoqnCBYKglQq5Zl6K7Bv3z6jUtqq7RgMxuLiwnQW7/mjwwCAsYk5/OvRUdz65ssW9ZjMQUKVW3auUEahWJY2tIbfq1CSPSPdajoB4IfftAW/8u7t+L+PvoZvv3SO+yfWiZlsQfZapUonJaBjE81P2byQqZCEtd1m0mm3TKltYE6JZZemdAav6awQXREg1FFHeq0eEnMuw6ExtaBQLOO3P/MEypaFoZ+/2XF/0dVKOtlgUjKLPkontT8LpTMaCSMSrtxTRN1mzqh0lox/6//WCWlQqzaDwWg+lqW9lsFgMJqJP/78s8q/H3vp/CIdiQ0ZJBR3BgkBza35o8TAraZT4AeuWA8AOJ/JKm0/GMExeoH26LSJ5rruhAxROd0C0nmxqnSudVE62+ut6Zy31xdkUyieQUmnmGRprwYI0SChoMej1xhygm1t+Mfvvo5PfeM1/L9vHsM/ff+EsqxcthxtT2Zd0mn19FnAHCREE2lpn85wdSJLKKem2lyqnOoqap6QVPoeACudDMZigknnEsf4+DjGxsYwNjaGTCbjvwGDwagZj718Tvn3d7R/LwbkIDxmD75pKmgzSSet1XKz1wpc2ZeUf5+4wDVz9eCVcbvVxPZN9vcZCoWk9bUVNZ0Xq3bIdUlvpTNbKKFUDh7CM6P12ARsm6xJ4TJBqJnifKctU4KGv5zXSSe3x6gJ/3pkTP6t3xNNvyOdDKBWWXEP8WpzAqiktEDstULpLEml09teq5NhxV6rq6Bc08lgNA2ZTEZylPFx/5wHJp1LHIODgxgYGMDAwACGhoYW+3AYjBWHY2enZQDJQFV1eunU1KInX4qazkTMGSQEqNa2RkHVKLcgIYEBagHloJa68Eq19jAWCePSdZ3KMhHyEzSAJyiy+ZKcqHCt6STnVy29McW5GA6F0FY9XwV5DLqfeal0ivTa2pROy7JwPqMG2+jKJ8Mb//6K7fCYmFEnPShpNNmw6fJkQNKpKJ2kT6eDdPq0W9FJp1LvyTWdDEbLMDQ0JDnK4OCg7/pMOpc4hoeHMTo6itHRUezdu3exD4fBWHH4LpnR/5V3XyH/nppvvtJUC3IySIiQTkIIm9mrM0NIp1s7DYF13W3SPteKusPVABF4s21TN6IR9TEsvv+p2eaef1NEOXVLr+2sw9IKADMi+bg9Kmt8pdJZI+kUYUahUMgONgqwj9lc0UFspgJaexlAejYv64wBO3RKgBK5NV2Vc3SW1nRSpbN6n6ITd6bzwKR0RiMhB+nULbKV46H1oO41nXkthIjTaxmM5mHv3r2SowwPD/uuv6yDhFYD+vr60N/fv9iHwWCsWIj6uq62KK7tT8nXp+YKWNfdtkhHRfp0EtLZvQD22qSPvTYcDqF/TQdGzs3gFNd01oVXz1RI5xWbnMmqKal0Npl0BphYoEnJtYQJTVcnQLrIpIiYLJkPaK8VZIDWMLcnopjLlwIRBapyhkMhlC2r6d/hSsZJzSp/0dEOxSZva7oSGL04p0xMUKLXmL02QkhntU+nIb1WrQdVl1Oyq4cQcZ9OBqN5SCaTSCaT/itWwUong8FY1RB1iQNrOxUFqNlKUy2goR1tMbPSGbQVRRDQfSVdVDCKLVWL7Sjba2uGZVlS6bxys/NhLZXOJttrM4SAuU0s0HPNZGl0g7DX0ppjsa+gNXSCDHQY+tIGUV1pPef2KpkP+h1aloV/+t4JDP3rCzXVsq4k6Neyl9Ip0o8Vey1RMsV5IMKBKtvb32ss4gwaon06ZXqt5Z5eWyzTuk2NdJbcl7HSyWAsHljpZDAYqxoi4XLLmg6kOm0FKLOI1jyqCrS5BQk1015LCAl9Dzf0r6mQzlNsr60Z5zNZSYau2OQknaLe8vRkc79bSsDclM4Eac+j18l5YVYqnUSlrCqWQWs6s9JOTvcR3F6rk85XxjPKee2Frzx5Cr/4V48BqJzbt7/lskDbrSRMapNs+v2P/o4i/bhQsls3GZVOQhbF8nAohI5EBFNzZWW5aK8Si4QhujB5pdfSHqD6uaoqqJrSyTWdDMaigZVOBoOxqiFshz0dMWUwvpjWPDrAazMoPwAw04Kazu62KCJh/8dCX2+FdJ7hlhQ1Q4QIAWal87qBFADg9OQ8zk017/tV63bNSmeM1Jea1CU3TEul02mvDZxeW1UzaQ2zSLAN0ltRJZ2V7zWo0nnoe3Z7kG88fybQNisNaY105gplWJZN7OjvSCfnhH2aqoviPkWVTtkCKhZGPFr5jfOmlinRMMLVe5AdJOQknUUve62X0sl9OhmMRQOTTgaDsaohBqbJjrgyGE832d5YC6iVjbZMaY9HpArQiprOpE+IkMCGZKXW9eJMThn8MfxB26WYlE5BOgHg2NmZpr0vJRVuv3NCsdfW0DLFUNMpJktqTq+lpFOmpPqf6xeqNYiJWBibe9sBVIg2JU5uePL1Cfn3sbPTHmuuXOiTbGXLQlGxx5L0WqJoi+ufrit+Q6WmM2+ncYsgMpNaaUqvNQUJUXut2Fa8b7Fkyd/dlF4b5JxgMBjNB5NOBoOxqiEseD0dMXQmonLAs6hKZ8GsdIZCIXSJgXgTazqFCuYXIiSwvko6LctZ+8XwxiunK+151ifbFMVIYF233c5kcrZ53634jaORkFI3SZGI2kOCWloGiZpOGnQlJktKZct3X+WyJZUw2ralIxGcuIr2KOu72xTi6mcTLpctpZ5R7/W5WqArnYCqdiv2WTK5IEgnrYUV96x80VZLpdIZJ6SzZLbXBiGdVEUVvzF1goht8prSXipbxv0xGIzWg0kng8FY1bAJVxyhUKgpLSsanUnPudR0AnaY0EwTlU7RpzNIiBAAbOixU3313ogMbzx9YhIAcF1/j3F5L+mhOTnTvIkPMbkiznMT4lTprMFeKwJlKGGkkyV+CbZuNcyivjOI0inI4vpkm6LY+hHW8fS8Qkz11NbVAhPppL8LvSfR2l1B/qjS2UHqcvVem22xiDFISPbpjIYRCamkU/yfoqBsW9k3JZ1i37rSCdTWg5bBYDQPTDoZDMaqRb5YkgMQYa21W1bUriRaloXbhr6JK3/rizh+vn5rpFtNJ0Aas7cgSCio0knVuNWqDNUDy7LwTJV07ti61rhOT3sM4eqgWw93aQTifE55TCxQpbMWe62ppyz92y/Bdo4s70jQmk6hdAZvmbI+mVDe2y+F98jIReXfk7P5mlTelQJTcBo9B+aVdFqn0lk0KJ2ArTgKApuIRRCLGtJrDUpnuSwIrXdNpyCWnQYybFK6mXQyGIsDJp0MBmPVYnreHsyKxEW7ZUXtA/5jZ6fxtadO40x6Hh/+3FN1HxcdFLVrSqdQGZoZJDRVo72WqnEmhYRhxsRMXg7ur+gz9zYLh0PSdjvZROtyZr46seBBOuNRml4bfGBOCYVAW8wmAH6DfNpug6bXCuWVWindICY/1ulKpw/pfOylc47X0quwv6epLQ0l7KZ0WsAmlUpNZ8xpb5YTE7EI4hFR02lQOknLFNte6/z9i9VllmW3l6JKu1A/TedxkBY8DAaj+WDSyWAwVi2yhsAeoXjWozIdHbEDSZ7QFJRaQAd7CYe9NrjlMCgyNQYJ9ZJaxGaqcSsdJy/YtYOXrut0XU98v838bkUwVrLd/TcWqaKA2ZboBmqdFKBqox/pnFNIp71d3GDDdIMIElrX3aYcR9bnvR972Uk6VyMpEfcTem3nXOy11MYqyGaRWGDbDbWVQjWNRkJGpVMol/FoGGGNdNJ6T7nfopPsdpnstQbFPmiiMoPBaC6YdC5xjI+PY2xsDGNjY8hkMv4bMBiMwKC2PWEJ66rO4tdD6o6+bhPNs1PzvtY+9+MyD8IBLIkgoXYSBsKkMzgo6RzwIp1dlYF/M0OagtTt1tun06h0Unutz3VA21goSqdMOfXevly2cGFa1HQmlPf2ugan5vJ45mTF7vzu6zfZx+NDVJ87OYnf/9yTGCW/53KHIP5rugjpJOdAlpBGSuplkBCxu1KlU5LDst0SRfyutGWK+DtKg4QsldDGIiFJPGVQEG3V0kYVWGGvdf6WxQDKOYPB8Ecmk5EcZXx83Hd9Jp1LHIODgxgYGMDAwACGhoYW+3AYjBUFOgsuyF0tdWQ6njo+qez71MRcncflHiQk1MhmWgBN6aNeCIVCRI1bncEr9eDkhUqdbzgUwpZqr1MT1rRA6RSKn27XpkgQpVNP/XSDZVnyOmojpLW9hjAfaoGlybomRcyE9FxeEol1SVXp9LLXPn18EiLz693X98nXvUhyuWzh5/7iO/jzL7+IW4e+uWzabxSKZQy/dsGVhM9LpdO2zpuChNpiEUQjdhBVwaB0qjWdTrXSnkyg9lqblOr22iIhpLHqe5tqNmnAkSCbJqWTptf+5ddewtZf/zy++uQpx3oMBsMbQ0NDkqMMDg76rs+kc4ljeHgYo6OjGB0dxd69exf7cBiMFQVF6awOVIXSMperXaUcOaf2+KsnjAhwb5kCVJQcADg31ZwAH8uypKpLA0L8IOo6uaYzOITSubm3XRIqE8R328z0WpFGG/cgneFwSBKKoPZaOqh3s9f6WVzncy722oCkk4bgpDrigYOExiZspZKmCXvZa186PYXXzlSu8xfGpvD8aNrz2JYKDvzzc7jlDx/Cb3562Lhc3AOo0pk3BAm1kSAggNZ0Vv4fCYeU2mC5vEogo2GnWlkuWyhbQs00kU5L7jta3Va0aKEquMn2a0phpiFEH/rsUZzPZHH7n/2b8XthMBju2Lt3r+Qow8PmewsFk84ljr6+PvT396O/vx/JpDl4gsFg1AdTqwa7N2BtSmc2X8L45LzyWr29PrMe9tr1yUrj+3OZbFNUlvl8Sao9NIjDD6mO5qtxKx0i0djLWgvYA/9mqsgmNdIEoXYGDRLKutQftxGb7HwheHotrQe0+zl6k85pQjp7OmKBW6acrl6viVgYW9bYyrOX0vnKabXMZfhY/bXbC4kD//wcAOCz33ndaNsWRJuGhGUNQUJtsQiiYfscKuqkklhgAVp7WSWlROnMS+ut/fsqpFNLxo1GwpJ0iv3SCYkOQ02nWC8ccqqzOsqG1iwMBsMdyWRScpS+vj7f9Zl0MhiMVQtTaxKpdNYYq08bzAvUTTqrA7xQSA3PAOwemblC2djmoFbQ2tWugPZawK47bKYat9Lx6nhFIdu+qdtzPWFxbCahF4oftdCaIAhB0JYpblbwWpROulyx1wYMEqKOgu72mGLt9VI6xycr9ve+VLtCdr2I6qtnVDeDsEwvZejf/78cGVP+XXE7OGs6TfbaRCwiLa4ACRIqCSUzrJJOLd02SpTQvCEMKBI2pNcWaU2naq/N+dlrq8vpMqGS6q1YJrhUgMFoKZh0MhiMVQslvbZKNmVNZ41BQmfS847X0vXaa0n9XYjM0AO2vRawEzsbASWdtSidoqaT7bXBkC+WpNJ5pUu7FAHx3U7NFYw9CuuBGHzHfZTOoJZWAVels4aazjkl0MupdPodC1U6u9uDK53CmbAp1aEQVS+SfGpCnVw6cX7phwmd0Ijx08cnlH/nCmVpb+0hCdb03JNKZzwi1UbAJpUlqUaGVPutpmbGojYp1UOGAEE6hYXW0vZtb1ssq0omoNpr7dTcynGr7VQqyy5q98/zTSpZYDAYZjDpZDAYKwKFYhm/+elh/MpfPxa4ubvJxioUj7l8qSb7qol01qt0ytCOuJMEpsigcKoJhG82W6fSyUFCNWHk7IwcRF+52Yd0djW/JU1QpVMQtnrstUqQUC3ptS59aQXpLJUtSTxMoKQz2R4LnJwrSOfm3nZlG6/woTNplZicOL/0lU6dGL+mqbV04omSTmprpn02aZBQsayqlZFwWFFC8walM6al15YI6YzSPp2WrqLaNceCEOddSGdRCxpSllXf76JmMz6rkc7vvnwOl/7nf8Lv/eOTYDAYjYNJJ4PBWBH4zLeO4dPfeA0P/PsJ/OvRMf8NoA52xWC7o0r0SmXLt5aMQpDOcCiEVLUtRb0qoB3a4bxF0z56zUiwnSGtVzrrUDq5pjMYXhm3awGv2OSndNpqdrO+XzH41vu+6qjdXmuvl9AIoxDpfdNrq8tjkbCiksUIQRYWSxOmsxrpJNeNl2p5Wthre9sD24HPpNVE6hPLoG3KmGb9PzJyUQlLmlNIp7PtCGD/RhV7LVUyRXotUTojhppPkkDrtNfa51A0bAgSMtZ0Olui0IkDsa0IEjKpoDNZ1c1yPqOSzvf+r4cxMZPDx7/y4rJJKWYwljKYdDIYjBWB7792Qf79lGYfcwOt92qX6bX2wKWWBFuhgKxPJrCmGsZRf01n0XEsAlSJaIa1lX7Gmkhn9TPOZIuBleXVDEE6Y5EwLlvf5bkuraubbFKvTruXpk+QUPU6MKV+mmDqdQtU2uqIa8qfdJrPd5qCmveYABI1nfFoGIlYpKq2VbZ1Uzoty8K5KsnYmGpHLBKWYTNzHiFi4joX+z83lfVMu10K0G34mfkCniT3SKp0psikFr2u7ZYpYRdS6VQyK/twJtCK37Xop3SKmk6xb1OfTnKM7QbSKZZTe22puj/9d6N1/DrJbEYpA4Ox2sGkk8FgrAi8SpSkY2enPda0IWx0ETJQ6lACRYIPJs9OifqwdkkM622ZIhqxm1SplKJ0Nh4kNJMjSmcNLVOozbeZPUNXKsT5uXVjl2e7FEBNEG2G0lkql+UgPOHz3vGA4T0CSq9b7XwV9vCsz3UkJj4cpJOQGy+7r7DXdrfb56/YlxvpLJTKkggl22MVkiy2cSHJ5bIlr/M3XtYrX9drA5caRFotJfFU/aTkK+Va02nfk8z2WmfdJQDkSyVlvcpyYeF2Kp00SMiyKuRP7tugglI3SluMhgVVSWdB2Gtp79DKa7Ma6aSTkDrJPL4MbNQMxlIHk04Gg7EicJLY3Ez1lSaIwSUd7CpKZw0JtuI9N6baJTGsV4nMuig/4jUxeGyG0klrOmtTOu3BqakFA0PFYy+dA+AfIgSoFupmfLeUGMb90mtjzQkSAuzz16tGsrKPyjmoB1nFDYE0JgjSmSSkUxyLG+mkCn+b5nJwU2YvzuQkUb2C/I7Uor4UIc6hqzf3SEI4dtG2CVNll36HBVOQUEwPEhJhP8GUzljEkF6rBAnZxFLsV+w7FnWqoH5Kp7TXkgk18X6zmr2WnisnNdv0hQzf4xiMRsGkk8FgrAjQ+pwzk8FIJ214LtBB+wvWYJsTpLMv1S7roupVALOyp6KTBIZCIXRVB1CzTRjsUpWjnppOgBNs/fDZ74zI2r+3X7PRd/2ejpish2xGSxol7McwkUEhgoa8Wo1QzHv0lBXXlV/LFEEA2zTSSslLzoN0Zgyk00+1pC4GQXZt0mm+7mkf3u2kLnc6u7TttUKJXZdMYHNvpc+vqGcFnAnWUa0tCUDDzfSaTi1IKGK238oE2rBd01moEkI3e61YJt6DElKRtksnVIw1nSals2hWOum5ck4LFVrqEwsMxnIAk04Gg7HsUS5bygDizNR8oOAHOnsv0J5oTOmk9tpGlU5TkBBgt3XRB031YKa6j0g45FvvR5FS1DgmnV7458dH5d8/NXiJ7/qRcFjaHJthr6VqkJ+9NlGj0pkLoHT6XUeC5HUkNHstrekMQDq7a1E6DWRZ2oFdtqHq11Wbl4/SKWz4qY64vG5p4q9e163XTQLqBJ1qr1VtrrQPJ2D/brQuM6pZuNUgoZCsrQUq5FG8RzQSQtjDXkvt3YKUClt2hyG91kE6ye+uTxgu9YkFBmM5IPi0NmNRMD4+Lv9OJpNIJv2tWQzGaoOzNqeMydm8DPRxg5jZpjPkitIZsKZzPl+U9ZubUu1y8FJvTee8R8sUwB5A+QW0BIGwmHW1RR09Qb3Q19uBUKhSdzUSsIZ2NaJYKuM7VWvtr73nSmxMtQfabk1XHJOz+aa0pKHE0K+eVNhvAwcJFTyUTqk2el9HNqFpzF5LSaeYsMm6pPBSF4O45v2Cj0SteCQcwvUDKfL+S5uQCDdDRyIqv6MMOeY5TemMRcKYR0khgzkyQWcMEio7SSVgk0KxXoQoneaWKU57La3pLIVVOy+t9VXCgspq0JBCOqv704OE6O+uTxgu9YkFBmMxkMlkkMlU8gooX3EDK51LHIODgxgYGMDAwACGhoYW+3AYjCUJ04AgSF2nGDC71nQGTK+lvfs2ptqaoHSag1UEhCJUS9CRG2Zz5no6P3Qmoti2sRsA8MzJyYaPY6Xi2ZNpqcS987pNgbcTbVOaYa+lalDcl3TW2jLFWRsp4FcjKSCW60qnEkhTY02nbe01XyOK0pkQSqe3Jfe1M5XB1WXrO5Wwp6VOSKiSLEgnPeasNnGgK5F0nUo6sE0KxWRAiRBD2qezoJHSWJSm11rVoCBa0+m01wqSGIvYKqitZHrba419OgMECenJ4zPzS/s3ZjAWA0NDQ5KjDA4O+q7PpHOJY3h4GKOjoxgdHcXevXsX+3AYjCUJvd8aoNZfuSFnsNfWk14rEi0BYGNPu6x3zBZKvvVsJtABngntVWWmFvuvG4TSWUs9p8AbLq0keD5zgkmnG0ZJSui1/anA24mgpmYECVGVMB7xq+kUhKO2mk5d4QJs5dDNriowJ4Oz3JVOr+MxTR5JAulCnul1qbdLcmuZ8tqZitK5bWM3utvsY13qpHM2Z1tMBTGn9lpKtuJRmzQWjEpnGKFQSFpsi7KXpqjpDBkVarulSlhdXiorSqeRdJbtelFHem3RbK+1azpL1c8VcRyzXrfspXSyvZbBcGLv3r2SowwPD/uuz/baJY6+vj709/cv9mEwGEsaJtJJiaAb5g322nrSaykxWNedQKrTVlzSc3lsigezVAqIgbLegkJA1HQ2oz/gbLVlSldb7Y+DGy7pxT99/yReOj2FfLHkm4y6GnGWKO6beoKfB2Liohk1nTQQJhb1tlDHY2o7Cz+YJm4EhD3cT+l0U/bp+VTw6NOZl8TCJjP+Sqf9ent1wsUv+EiQzu2bkohGwmiLRZAtlJY8IZH22nhUXucZSjqLQkmsEEo76MfZMkX8prFIGMVSyWGfjYbDiIaJ/VaQUtlSJaQo2LlCWbZTqSxX7bVlooRGw97ptcYgoaJo9VI5rmKpJD+Xfo6rSqc6kbDUJxYYjMVArWV/rHQyGIxlj9mcc0AQpJ5StiZpML2Wzor3diXUHpZ1kAYZJORqr60qnQHtv16gKkit2L6pYq8tliycTWd91l6dEDbvVEfMNzmWQtprm0I61UG9FxI12mtNCdACfgmy+j50ZT9okJBYRkmq+DvvQlbnDUqnrJU2KLOlcln+lgPrOgHYEzVLnZDM5Z01nXSirkCIGWDbmgXZsyyLhK7p6zhrOsPhkExfLmmkMxIOO4KIqL02alA6xfkbizqVTkEqdaW9WLIc/WmFgqtvK0B/d12db8YEH4Ox2sGkk8FgLHuYBrV6TY4JpsCeWNQeFAVVOkXdXSgE9LTHlGTXekiD10AeoEFCTVA6qwPmrjpI5wai3AVRllcjzmUqZHxDDSonUAkSAoDJJthr84q9NlhNZ1B7rSkBWkCQSL9QIkEq9GOLBSSdOY00Af7k2dRGxkvppGFBoiWSJHBLOEgoXyxJUtcRj6C7zVnTSS2ogD0xIX4XJf24+h0J8if2XSTptZX/m0lpLBJSldBSWYb+iPd2DxKyCWlZUzrjkbB8b6CikNLfPhaNOD+XRiyp0qmr80GVfwaD4Q4mnQwGY9nDpGYEURjdbH1C7fRL3RQQxDLVEUc4HFJIZ11Kp6FGjaK9BS1T6lE6N/a0yb/PTrHSaYI4N/ySlHWIoJr0XEEZlNcDmkIaPL022HtmXVRKwFbF/FTTElHJlGMJGCQkCDJd32QRVbdxhit5BR9RO6oIChNK57SH0jmXK+LZk5OBWji1AtQN0ZGIKi4JcUw5qRRXVcyoSs6KWrqsaZ2SDAoKV9fTaj5lyxRV6SyXLUdNZ1gjnfb5EZYJ2yJISPT6jEedZFVvFRTVFFz9nKK/u17vGfR6YDAY7mDSyWAwlj3owFLUwgWx1864hOgE7S8oINpaiPempDOI4kphWXbPUbdwH3F8zZh9F7axzraYz5pObGDS6Qsx6UDrfIOA1tjONmijpvbamJ+9VvTp9An/EfCaIJEE1mdfBWmRVI8taMsUQWrjhPjGfVRW+vkSUTVIyBR8lCHXsVA6u9qcVlUd/+n/fBtv+b2v4tPfeM11nVaC2kI7E1FZD162bFIm7bWCdArCWFKXA7aSqffyFEROED9pgy2VUS5bkiTq9lndXmsKEipIa66hplNabyMG0kl7yNpkV+xPJ5JZL6Uz4PXAYDDcwaSTwWAse1DyJYhQELInFIoujXDVal8V9lqRONpITedsrgghinS1m4lKLNI80in7dNahdHa1xSQ5Osf2WiPkudFZm9JJJxwarSej50lQpbMpQUIB02tlzZ6XvdYrSEgjTYCterp9Dko4BBlp8wjomiJKZ7K9cn13+9R0zmQLePjZSu+63/p/j7sefyMoly38/ueexK/e/z2jJVoNTIrI0CTAdkoIYi6Ium1DFcm0zu8qKkmluo7YNkrIoTMoSLXX6vtXyWNZktKYIb2W/vahkFpLShX2eDTiqEMtaN9X1kPp9Dr/GAxGMDDpZDAYyx50ALmuW5DOAEqnbCrvonQGVJjSc7a9FqgMrMSANF2j0klVk26XRFm77q7xgVAj9lrAtthykJAZ4vfvJep3EHQYyEG9qEfpDGontOuivey1fqTTrvejCBIkVCyVpYpGLb5SsfWx1yZitmXTq8VLZo7aa1Wlc9qlh+PTC9BK6GtPn8Kff/lF/P23R/DAv59wLKf3MKp0AraaJ5ViqXRq1lmafixIpYvSKchmRBA8PSgoElLstSXH8jAiIW05sV+7tUwRx06X53SlU6tD9VI69XMgaLAWg8FwB5NOBoOx7EEHluuTFUXJT+m0LEsSrm5d6YzXq3Taapaw2NaqdNIBrK7ACtQa9uIFoerU0zIFsANyOEjIDNteWxvpbKbSWTDUL7pBqIWVWjr/gbaX0pmQJM6vprN+ey0lDjGlptPb2iuunQRJvPVq8UKvSxEg1GVIgqV4+dSU8u966rv98PAz4+Tv047litIZjyqTGeK8EsQxoZFOcV8tKjWXLnWfJbPSWSxZjppQT3ttKKQooeWyhRJpxyIIqa50xgykU+9PK2s6q+ebTiSp0ukMEmJ7LYPRKJh0MhiMZQ9qk1qfDGav9bKxticaq+kEbJJRa3otHcC6EcFYk5TOctm/ftQPUunkmk4HiqWyDKCpVemkNZLNVDr1sB4dtO1IEHXH1OtWQJDOQrWuz/X4XGo6Y0qQkBt5pMmqziAhP6WTWniFCqgTFkAlb+Ja8bPXvjKeUf594vyMcb1G8PixC/Lvfz065pgo02s622lLKKl0qum1ek1n0XD+6KqhDPsR6bWE4Ok1oVGNVJYtVQl1q+kU7VgAO0hID0GipFTvT2vXdFZV0pJmry2422tZ6WQwGgeTTgaDsewhBpCRcEimhPrZaxXlok2311YVj4CD/YkZp4WyGUpnt0tNZ7PstbliSRJvt6RcP2ysKp1c0+kEtVYvqtJpsEe6gaqLQSy2QVqmVPblPoHjZq8NhUIO1U2HKRCo8t4+NZ0FZx0oJc56r076G4jP6hck9PJplXSempwzrtcIXj9nE9lcoYzRi+p70AmL9nhEsdfaNZ0u6bUiaMhAOh19OkWQUERTHEuW1hJFtdcWS2WN1IYd6bVFkl6rt0yh6bX0fctldb+RcNjRxsWhdHrYa1npZDAaR31T24wFw/i4bZ1JJpNIJpOLeDQMxtJEngyaRL3V1FwB5bKlDGAophVFUbfXBlc6y2XLrukkxEK0Vai1ppO2X3C110ZUCyS1o9UCans0KVVBsDFlK52WZcn6OIY64VAr6WxmTaepPYgbqFqoB62YkPXoKdtG9pUtlNHu8hXoITQU8WgYhVJZIT4UlBjHyfv5kVWhctHvg068ZPNFJMmkzxxpryTuKbRliunc15XOZttrp+cLjsm1k+dncGWfPU6Y11qmzCsW0qq9VutzGtODhGjNZVhtiWK3VdH7dJIgIW37sG6v1VqmuNlvo5EQwm722ojaP7RU1m29IcSiqoJbS00nPY8sy8JXnjyFLWs68MbL1oDBWK3IZDLIZCr3OcpX3MBK5xLH4OAgBgYGMDAwgKGhocU+HAZjSUIlnZWRbZnUbJowo9ROuiidAWo6M/MFqRYqNZ0d9SmdM1n34xJQa93q7/9HLWQm0hAEoqZzPl9SiDxDtVY3EiQ032DLlGINQUK12mu9lE76mlttZalcltePrnRWjsdPsSw51gX8rb12eA6p6YwRdVmbcJo3BG4JJ0KxZDm+q1K5jDFNdQwSbkZRLlv42lOn8NDTp419Pk8blNOTHkon7dMJ2CFDMr1W2mvNPTjpsigJCgKgEEOABgmVHTWdUV3J1JROZ9AQqel0S6+tEuZwOGzeb9hOzRXHKiZVIrT+tLqNOK/FMkpQv/n8Wfz0n38Lb/+Dr9XcEovBWEkYGhqSHGVwcNB3fVY6lziGh4fR19cHAKxyMhgusGe7bdIJAFOzeUWtoFBSYtv1linB02vdiEW99lo1vdZF6SSD+XypjDbURxjpbH6iTtK5kfbqTM+7ft+rEY0onXTCYdqlZjAoaE1dxEX5F6BKp5clViAboKYTcCeddNLERIj96peVmk5qr9WSb/Xjy2uWUkBXOtXjFeSN2lP134i+x8RMXqlVBGq7F5yamMPV//WL8t9/9gs3445brlDWOT3htLSf12zudOKsPRZRPqNY5kivjerWWXL+aPZacW7JMCihhBqIHCDstWrLlJKudOrptbKljiG9tuSSXms5a0V1Mi2IZLI9Ju/j2UIJHaGQJKZiGbVxf/qbds/V50fTeMtVG8BgrEbs3bsXd9xxB4CK0ulHPFnpXOLo6+tDf38/+vv7mXQyGC6wZ7sjSHXapMdrFjrjUTtZi9I5OZOTf1PS2dtgTWc0ElIIAEU8QMBKENCBdb1Kp6jpBDhMSMcEOTfWdNXWp7M9HpW/Sa1hVDryZGDuZ3+mxC1IzbBnTSchdG69OmmPxoiJdGpEQUfOZeLEr8enTK8l1xgljfrxzkt7rU00qf1dr+u8kHFeC7XcCz733ePKv//qoZcd64xNzMq/U9WyAv0anM2ptmCTbVvaa6PmdihKTacMCqqSShelky7Xt9fts5R06supTTZC6j0FoaQTjoBmry2p+9WPWZBtUZIBVH5net6LiQWqdNJ66zNprmVnrF4kk0nJUYRA5oVlrXQePXoU99xzD9asqXjqR0ZGsGfPHtx6661173Pbtm3Ys2cPduzYgZ07dyKVSiGdTuPhhx/G5z73Odx8883Yt2/fgh0Pg8HwB63Pokpn2sPO5mVjraWm00/pnMuXkC+WFBufF8Tgtbst5koQgrSSCAK3AXstoEonhwmpOFclAOFQCGu6alM6AaC3K47xyXnZkqde2EqR/zwzJWu12Wud+6Ykzm1fasiR83yPkkAar/cHVKUyEdVUVm1iSa8FBOw+nYCzZYaYgKKEo1shneq95sJ0DjpqmTx4+viE8u/XzmRQKJaV3+f0RMVK2x6P4MrNPRh+7QLOaWRXHLcgm6bPKO21MTW9VtZ0avZY+n+phgpiGHYG+pQ87LVlh71WJZ1lml5LVFDdXivuiW4KayQSdoQfCXttJ/kdi6WyMkkhJiQpEaX23xMXbOLPYDC8sWxJ58GDB3HPPffgyJEj2Lp1KwAgnU7jlltuwec+9zk8+OCDNe8znU5jZGQE+/fvNy6/6667XAlnK46HwWAEgxjQOuy1Hkqnl421PRE8vZYqpvS9U8pxFLA+GZR0Vvbn1TczplkH60VWqemsz/giWtQArHTqOJ+pEI91yURdYU+9nVXSOeskMLWgIAmWf8hTQkmvDWCvFaQz7jxf6USGq9LpU2+qq246KJmlaqvfxExOqwUEdJKs22urimHCxV477046t23sxrGz0771f48+N46vPXUKP/O2rRh+rdIKJdURQ3quUjd+enIOl67vkuuL+s0tazrQ11txHJyaUGs65zRbcDgcQns8gvl8SS6T9tqIFiQk+nQa0o91Bdru0ymChOz6SUVxjIQ1e626PBwyKJ0y3diZXpt3Ta/VgoSIgir2J84Bapmu1Ofav71Qs2loG/1tLxomFxgMhhnL0l579OhR7N+/Hw8++KAkeACQSqXwyCOP4NChQ7jvvvvq3n8qlVL+vWPHDhw+fBj33nvvohwPg8HwBu25R61SXoM8UScXi4QdKh9VOk0BHhRuaiGt4atF4RBhPG7JtUDtbS3cQAlrvfbaWDQsraPnmHQqEKoTJea1oLez8r02y14bC6C203PYT0WvtLuoXB9GpZPWHrsQWD1ERods3+FCOt3qkuMx72ukYKjp9CLJs9X7BVU6aX9f3V57niiO2zZ1A/BOsh67OIsP/tm38NcPvYK3/8HXMFYljz/1A5fa62iE8uXTUwCA7Zu6cfmGChkdOav2AhVuDWqrFRZhQTrFd+tMr1XrNQGDfVZTQ4XSGCFWVl3JVNNryyhZQiUNIRRSl+dJL82ooaZT3MOifvbaSFg5lyzLktvSe22hpPYVpe20BDnPEAcNk04GIziWJem88847kUqlsGvXLscy8fqePXvq2veuXbswOTmJyclJHDt2DJZl4ciRI8b3WojjYTAY/hCDongkrATZeKVFCmXCpCjSui03hUaADmipakJJZy21XDMexyXQLHst/WzxOkknYNuKOclRhSAeG+okncKS26i9VoT1BFE6Y5HgKrqilBuUTnqe6sE88tgUYuA8vphGbjyPgVx/DnutBj2xFVCtp/rxTlWvS+pmoITEYa+t/vbJ9pj8/b3uA1958pTxXvMBSjov2lZOy7LwSrUP6NVberB9UyXzYWImp9QS20qnfax6+YD4fsR3oavL9LsXpM5BTEsq+aM9MfWaTmd6rZZ8S5ZTJZv28CxptaTiXKPLFbJM3rdYUutMO8nvWCiVlXs6nVgQr8/mCOmcYdLJYATFsiOd6XQaR48exc6dO13X2b17NwDg0KFDdb9PKpVSVMvFPh4Gg+EOuzF5JRlR1HZ59TcUgzE9RAiw02sr63mTzrxLy4Z6SefpyUpd5AYS0KOjFmLgBXXAXj/pFOFNze5DuNxxfkoonbWFCAmIFjyN2mtrqelUEmd97LV+9uw2RTl0q+n0sdcS8uJ3DAk3e60xSKg2pVNMYNFJLaqQ6e2ChAVzXXciUJL141U7rY63Xr1eHuMoaYdyPpOVCvhVm3vQv6ZDLqOOg1lDqxdZPlCt99S/C/F/MaFVMKjR9mSAWtNpChJytEzR7LV68i21otMJg0jY7tMpgoRshdWZXlvUJjRkTWe5rJBZql4XS5aiytPSC1EDOj1v/9amwCgGg2HGsiOdDz/8MAB4EkJhjz18+PCqOx4GYzVCH3iIwa5XTaaww9HBmIDSI9EnwZbOitNBMx2c6vVeXjh+vmKPu2x9p+s6QWrlgiDXhJpOwFZ/WOlUcb5he21V6WzUXkvs535QWo34BAmp6cfO6yhIn86Cy/UjEJWhNi6k0yWBWbGgG95bfDb6edV2Iuo2meq5nST2fUpWZrRrXPz2a7sTxAngfh947cy047U1XZVaYEEoqdL5clXlBICrNieVEDOqvtn9Re3P1qm1hNJ7XToIpZYCC8DR81JO/Onkr2wpIVC0LrOyvOytdGrnh26vLWm1pIq9liYjh8PEElxWJlTo71golZWJvO52p72WTmbW2nuVwVjNWHakUxC3bdu2ua4jCOATTzyx6o6HwViN0EMsxOBx3oOQiYFDl4l0EiuaX4KtGNAmYmo7CqqgBu2zOJ8vygj+y0hgiI5OpcG7f9iRG6j6VG96LWCHJnmlBa82WJbVhJrOJtlr60yvrc1e69x3kMkRNdnUYK+VdXhme61aU20fQ9yn9Ytd50qVTneiKsgFtdeGwyF5Ler2WhEitaGnXf6Os7mi6/X6enWy6bd+5BrctesKXLa+E3//m28DAPSvrUxAUaWTks4r+5JY022r6dReKwKQjDWdok+nZjXWv3NqU5VBQlqtrSB4dpCQSB0ua+TPaa8tuSTfAqqTxFTTaafmGkinpnTaibuWMtnR4UE6qZotvqdZ8ls3cv9lMFYbll167cjICABn2A+FaFmSTqfreo90Oo177rlH/j0yMoLbbrsNd91116IcD4PB8IYeYiFIp1sdGWCTzk5jTSdRPHwGFVIl0EJaOuIRhEMhlC0rsNJ5ksTvX+pBOk299upBrkn22p46e5KuZEzNFeS5UTfprNprs4VK0qhJlQ+CWkhnTfZacn21+ymdLgTWZN2kCGqvrahgZgJpIp1ysohct5Fwpa1GoVRWJqzyxZJ8nx7Njt/VFsVsruiw19oTDgkMrLNdCycvzOLqLT3KupOzeRlIc/mGLvzKu69QlvevNSmdlRChvt529HTElQmvCTJJIVumkHua+Hs+V6y2LFHrIr1qOgWppGqoRaysdpCQsLJqfTojIRkyJPYtSKlOHAF1siIadiqd4rwwtWpxs/XqdZuK0lksK98lJZ35YuWz0t+6kfsvg7HasOxI58TEhP9KdawrIAjmgw8+KImkaH1y+PBhR+uTVh8Pg8Hwhx5iIUJNdIscxWxAe62v0qlF9guEQiF0t0cxNVcITDqFtRbwtteqNacNKJ3ks+nHXwuElTioorsaQJvGb0q51+d6YY2WgFw36TTUL7ohToifX0hV1kVllPvysbgC/jWdutVTh9ivbg+P+7R+cftO2uMRFObLyvFSCyW11wIV0nl2ymnDv0BCpKhr4anjEw7S+cQxu57zDZf2Oo51oKp0jhmUzqv6KgFC3W1RRCMhFEuWpnS613RWeggTt0PUnF5LfyNB7mhLFKpWC9Kn9stUyR+dHCj62GupGyMWJS1T9JpOg722RMluOKSEUtHPTSceS2ULZcs9vTZXUPuO6qnFDAbDHcvOXlsLalUWU6kUUqmUQjjF6/fffz8OHTrk2sOzFccDAOPj4xgbG3P8l8lk/DdmMFYJdIuVSKH0qncUCYQme61a2+VT0ylqwwxKoQih0FUQN9BB5SULYq8VA/aIMrtfK4Ioy6sNZ6caJ529XYR0NpCSWdAmZbxQSzseen21G9Jrw+GQ3J97n05nvSCFrU65pdearz8/e634bHGNrCYM9w5aq0zttQBtP6Iqo6IOd0NPhXSKVk6fOPyyow3TMycmAVSI040G0rl1Y+VekJkvYORspfZTKJ1Xba4Q2FAoJFsXmUhnZ8JZizqfLyqEXCRYC3JmWdWaS4MFmqqGysSBloBLSWVl32FDeq0IEqq8Hib3Ikr+Y5EwxKaiT2dJc7mIbUtagFHF1mur5tS22+VZ00mVzhJmcurEWmV9e1+f/c4Ibr77y/jEQy+DwViJyGQyRl4yPj7uu+2KJp314MiRI0ar7I4dO5BKpXDw4MEFtckODg5iYGDA8d/Q0NCCHQODsRg4k55X7GResGfKK7e0dhmU4R8kZLLXKjWdPum1BWmvdd5OxYAlqNIpbHFtsYhCLHVUSGLl72bYaxsJEQKcNWIMXelsrE8n0FiYkCBssaj/xEI4HJLEwremM4BSLiy2bkpnsaQqWTqC9umkE0WAfyCSTGyNOJVOQP1stC9jUrPXtgmrKjn3RT0nULFWt8Uj+J0fvx4AcGRkQplcAoCRcxWHw6XruhSyLPD2qzfKvx97+RzmckWZcn3l5qRcJkgnrQEW9x4aiGOne6tKZzyiKp1Apd0OVbxlem1UBDypqqE4DxTFUWtdQpVMqpTqvTYBlfzHIiGEq8TRGSSkJt9SMiv2GSWW35xHTSdNttXttSZlc5Y8Iz72xefw0qkp/M7fHXE95xmM5YyhoSEjLxkcHPTddtmRTlEfuRgQbVEeeOAB+Vqrj2d4eBijo6OO//bu3dvS92UwFhPHz8/gTfv+Bdft/RL+6XsnfNfXQyyCKJ1zUgEwKJ2JGpROYa81KJ2i12ZQ0ilqIqnCZUIoZAeYNCNIqJEQIcCuEcsVylKBWO04k67YKyPhENZ1N9anE1Dr9GqFaPWgEyw3iDrHvG/LFHtw3hY3n0OJmH1uGI/Nt2WKd59OO8hLfX8lEMnYMsW8nVnptK9fXensMFj5z5M2Ght6Kr/9u67bJF97ZVx1Kh2rJtdu29TtOE6gUtMplNLXz83IelGgUtMpIAKLhNJZLluSJFHyJI85V1TttTG1phOofHf0PBBkXlENDcTVDhJSazorba3MQUJCpVRIpzKxEVFaogDe9lrqgAmF7Pd1hgXRmk71eNX02pIsy6AQwUKWZeH1c3aJBK3RZzBWCvbu3WvkJcPDw77bLruaTq/AnkbWDQKRQnvkyJEFO56+vj709/fXvB2DsZzx5SNjcrC0/++P4ANvvtRzfTETLwY6QWo6pdLZcHqtWTEBbFVET7Z0g+jHmOrwJp1AZXZ+JltUZtlrRY7YaxtBO20xUyh5qrSrBULp3NjTJhvW1woRJAQ01quzoDkB/BCPhjGb81c66eDcpPTT14PYayOG70n2VvRROvVzOOHTrsWtjYxQ/em9IzNP7bWq0imTssn6tE+mCJGihPLl01O45YY++e+RcxXSuX2jmXSGQiFctr4LT5+YxPFzMwqppSFVtr22crzUBUFtotIJki8pk2pi4oB+J4WiHboTDtlqIa21LZiUThd7bTQcloQVUO275ppOn/Ral1YtRRKQZIcf2XWolEh3KH061XpeNb22bLyXi2eJnt598sIsruhLOtZnMJYzkskkksn6zutlq3R6WVxFYI9X70wd6XQaBw8exNGjR33XFYm1rTweBmM149svnZN/n53KYnxyzmNtOOxZtaXXxhzL6ADWP71WKJ3O22lXdaCXmQ+mRgqlM9XpTzqboXTmXNSeWkGTMbmFQAVnq6Sz3npOoPK9ikF8Q0pnKXiQEF3PTZ0UoINzky0UoEpngCAhw/HpSao6xDXuIJ0erV8syyKp0zrpdB6vGiSkKZ0Jp7VcVTorv39nIoptVVJ59HU7VHA2V8R41SorajdNuGxDZdnr571Ip6p0UoJEA3FoTScly2KyjU6gFYndlNrwaa2t6TdUgoS0mtCwZq8tOiyy9vJ5zcLtbJmitWqJOG29guQqfTrJue3dMkVNtjXbayuvjWrK5gkSDMdgMJYh6RT9MI8dO+a6jiCFwg4bBPfccw/279+P2267zXUdU/psq46HwVitKJctfPflc8prz42mPbexZ7urSmfMu09noWgPLLoMNZ3hcEgSV//0WnPLFIAGCQW0184FJ51ioNRITWdWDiYbI51tSvAS1zEBwJlqkNDGBkhnKBTC2mr/RdFSox5IVS+ovTYWzF6bM1gzdYhzw13p9LHXRmzlyoSsi702Eg5Ju6ZOeNUaRHU7+3jtdag9Xg8ek0oncRxcrJK+SDiEFFFGb962FoBKOl+vBgMBkKTUBJGAe/zcjKKkriP9OfUgIRpgRhU7UYM9mysq9w/xWagiToNy6HdMg4JMNZ0K+TP8xvR3dbRbIaTTLUjIsmBu1SJbptBaUbHMbAmmv6ne4oXW8OaKJTPprL6m22mPn2d7LYNBsexI565duwCoaqMOQQB3794deL9r11YeBrfeeqvrOkLNpPtt1fEwGKsVr4xnHKEppya8lU57trtySxMtRbIu9Zh0oOXWhqI9bqsBXsjLQa+7vTZoTadQCbsNRFiHUBcbUjoL7iptLaB2ZL/va7VAqFeNKJ2ATSqoulUrBLEzKYkmCGLgZ6/NF1QVygShjgVrmeJur3Vr3+IWhhUKheRrWU2xNZEkAVkPTs7jeRJWpFulJemkymj1/qX3z7yq2irl+LkZ+ZscI6RzqwfpvLyqdF6YzuGlU5Xk2u62qEKKZJDQbB6WZWGGkmVyTxH3DstSe+uKeyENnCqULLuEgHxXbu1H4lrNp2v6LQn8Ee1PTPZa+r3SlimVY3MGHCnptZr1NiZrOlV7baemZtJzlTphcoWyTD2nkErnRVY6GQwvLLvCmx07dmDHjh14+OGHXdcRy7wIpI5du3bhwIED2Ldvn+s6TzzxBADgrrvuavnxMBirFcOvXXC85ks6tdnutpjdh84ESjpNLVMAmvDoFyTkbl2sNUiolmAfoVw0pnQ2qaaTlU4HpL22p74QIQERQnRxun7SKQbnwZXOKlH0I51Fb5Wysq+I577Umk5Tn06/mk73a6YtHsVcvuSYfKJtQvTJIjtIyH4/NwsvQCanyHUo7Lgprf5T1GwWSmWMTcxhajaPX/qr7wKoEK5L1rn35hWtUQDgL79eacdx6fouhdQKe22+WMZsrqiocmpNp33Powq6JJ0BlE66DrUWxzSLbLGkpt/qYUGlcln+tmJZKFSp3SyVLaVEIqb1+KQWWV3prAQJ6dZbW52l52OnVtNJnQG6TTtbcCrugoiKiSaBM1PzjnUZjNWMZad0AsCBAwcAAIcOHXIsGxkZwdGjR+U6FOl0Gnv27MGePXscy3bs2IHHH3/cVbEUrVLuvfdeRyBQvcfDYDCcEKSzf00HrqkqA3qLAR0lPb3Wp6aTEjVTyxTAVk5M7RYoPPt0ttv2Wr03nwleg1sdzbDXNitIqKNJfUNXCmZzRWltbJbSeaEZ9toaazoLAe21iVjYtc+rsJ27XYv+NZ0hx3oUXhMnMhRIU1kLXvZaSTqJ0imuS0NCb4fBhi/6eupJtzRM6JXTGbznjw7Lz/XWqzZ4Bj0Nbl/rCOgSdZ4CtMXOxEweGUXpdKbXArYVmH6WmEtNJ51Yi5B1qLXYDhIi9llicxXnSZQopcWyM+hKLFcIbTSsKM108iCikd2SwbZL+4/SyTGqZtKazkQsrHzmvIu9Vrymq6BTc8EmGxmM1YJlSTqFKnnnnXcqJDGdTmP37t249dZbjYrlAw88gPvuuw/33XefMTDo/vvvx549exzk8eDBg9i/fz8OHDigqJyNHg+DwXDi1TOVdgI3XtqLLWs6AACnfYKE7MFF5ZbWZkiUpKCx9272WtHkPOcz8C6UqiqAR5/OIrGoecGt/YMJnQF6kfrBrR6uVijBS6x0Kj06G6npBFTLZL2Q9lqDfdUEQcT8zlmpgLmECAFENXW119qTMabjo70VTfC6Ztwmn3Ie9lpTTacgoO2m90g4bfiT0l6rKp2XE5L4C3/5HYWofvT2Nzr2TRGPRjCgKaG/9SPXKP9e201b7OSUICHFXktaQl0gPUWFaqvUdBbLxvsE/a3oxJc4d2hLlaJBaVf7aar2Wrq9Qmgjqr2WTghGTEqnFlBEPxe9b7aTvse072gsUplMkcFaxbJsj9LbGbd7JVefJzohTTdwzTIYKxHLzl4rsG/fPuzYsQN79uyRqbAjIyM4cOCAq4319ttvx4EDB5BKpbBjxw7H8lQqhcOHD+PgwYPYvXu3DA7auXMnjhw5YtymkeNhMBhOiMbqm1LtMgjCT+mU/di0Pp2FUhmlctlh26Mz0m722kTgBE+hAhhUELLv2VzRtZehQC1216YECUlltcGaTqp0ck2nQjobVTq7qn0CTQpLUHidoyaIQbapv6V5v+7nT5vBrkpBQ2aiHvZat5rOLKm3dLx3lUTpIUZeNZ3yeAkhDKJ0zudLsCwLoVDIttdqgWBdbTFsSrXjTHpe+T3/9UPvxk1b1xo/H8W7r9sk6zmvG0jhzVesV5av6aJKZ055D1r72e6idLZLpZMQO2qvVWo6zQTOGCRUVhVHgLY2KTtSZukx6DWdtKQ2r5w7Ttuu/r4m0hkKVY41EY0gWyghVyg5Ur0T0TDyxTLyBVvp7G6PSRuzuOfp92ImnQyGimVLOoGKwiiCfIIglUp5pswK7Nu3ry5lstbjYTAYTlyoBqasT7bJgYt/Tac6aFH6RuZL6GrTSae/vVYOvGuwGOpQ+n3mijKJ1HVfLqEoJjSlZUoNNaReoAN+rzY1qwVnm0g6OxPV2t2ACcgmiMF50JYpglzkXdRJATE4D0I63a4jNQzGFCRkt7kwHoPHRE27gUAC6ufSVVpT2q7Y3ovYim3a41FXey0AXL05qUxK/Nw7tuKHrt1k+mgOfOgnb8Cnv/ka5vMl/Nkv3OxYTknn5ExepmbHImHlGqctjsT9Nh4Nkx6c5j6ddNKC/la6BRawiV6JpMGa7LPFkk1KqYop7LK0VjamK51F57kj02tJsq3YFyW94hkQj4Zl6JQgnQWtTj8eiwDZYqVPZ3W7rrYosoWSUjs7q00MzeaKKBTLgW3tDMZKx7ImnQwGY2UhXyxJa9r6ZEIOfmZzRczni8oMPYXeXLxds3t2ab046eBAr5MS8AtAkcdccB94UxtbEAWwliAhW+msn+Q1K0hIVTqZdApSEQoBG5KNBQkJW+RcvmRU7YNADKJNFnAT4pIoep/7cr8e50885iRxyj5Kzno/CjFgd2+Z4n4M4jW9plMJQHJTOinplNeJ816h9qj1J53XDaTwzRfOyn//xM2XmD6WEb2dcZz75Ac9lwtMzORkeq3eFoperyIVmd4H6XdSKQ1wToa5KZ3OIKGyo6UVoJJSr+Ve6bV08kBMOBqDhGRNp/OYxaRDWzwKzBWQLZQdLYZo31ox+dOZiCKbL+Ec3O21QKUN1voG7wEMxkoBT78scYyPj2NsbAxjY2PIZDKLfTgMRksxMWPbkdZ2JxR7mpdVqVRSBxd+fSPp4KBTI6QCUu3xGXibVAABNWDHm4yVymWpCNRir21Gy5SG02spyecgIZxJVwby67rbGlY5Oms4h9wgfudYjfZavwkXr+RmAb+WKbpLQYcg2a5BQtXJHJM7IEhNp07ETdtkPRwI7YZ2Qba91nlv0S2xb7p8jWOdepGIReT5Qu21NLkWUO9LZ6s9P6n91pleW/2dDX06AXWiyQ4SsicLBPmj14KSXls2KaHVdjdKem1I7eFJfkdRWhH2qBWl6qz4bsTx0vNUd6+Ic6RQKsmAsK62mHTJCPVTlG3Q3qlssWWsZGQyGclRxsfHfddn0rnEMTg4iIGBAQwMDGBoaGixD4fBaClo2mJPR1xJY/QKUtHTD9UWHoZm3tRemzAPxGNBLYYiZMMw8O7Uajq990MGwoGChOx6NVETVSuaFSQUDofkAI2VTuBMumIH35RqXOGgKlW99bt122v9rOXy3PcKEvKu6fQLOZK9FYu1K50mq2xlX+41nQmD0mnXdBqUTsXNULFmit/JpHTeckMfNvdWLNd37bqi6SqYaJtycSYn6zV7tdpSen88W23rQYkpJYcFkl5L73GUwOkWWMCeACyWnCmygD2ZoCyPOJVOvR2L2jLFW+nUa0VNNZ3i96eqeEGzjdNgrdmsba+VbpOq+imW9a/tkO8jVO+ljHyxhMdePsc9lhk1Y2hoSHKUwcFB3/XZXrvEMTw8jL6+PgBAMplc5KNhMFqLDHlAd7fHFAXOk3Rq9iy/GkMxKGyPR1ztioHttR4Ww1paidBBrl/gkHPfJXS31z6HKI690SAhoFK/mivkeeACW+lstJ4TUGuOK2mkte2zTBSfoPZaoYj6qfy2AhYkSMjPXmvehyAxZctCuWwpLTMsy/K0iLvVdNJE6ri2ndhPqWzJejyvmk5F6cwVMTVv36f09Fqgcl978uD7UCiVjaS0UWxZ04nRi3M4cX5WkuUNWq9Yeu8QhLLbQ+nUg3X0dWYNLVPE72lKka387R00FCXtTcS/Q6GQEiRkqgc2tUyJGJRO8QwQn4kGSOnBW7RvrbiPdyaiMoROvCYUzy1rOvHU8UkAy0Pp/OMvPIs//ZcX8HPv2Iq/uuPNi304jGWEvXv34o477gBQcWb6EU9WOpc4+vr60N/fj/7+fiadjBWP6XmbsPS0xxR77eSMl9JZGSSIAYfSwsMw2BUz0m7tUoAa1B6PMJXOGkgnnbUPYnelCm29FttmKZ2APSDnlil2TefGniaQzoRNBvSgkiDwSmp1Q/Dk5hqChNzstQZrJQV9vagp+vSzmSZqgtR0uqXXAvb1Me9FbOPqvYaSDDdS2ZGItoRwAnZbltfPzeAcCWVT3j8ecXxu1V5rkzNa00m38U2vJYE+4vtWgoJkeq2tSEYMSqiAUCuVPp3k/JRqJlVYtYAiesziPiVek5OMhZLDGRAnrhd6zxSlGdJemxWk077u08tA6fzTf3kBAPCZb5n71DMYbkgmk5KjCIHMC0w6GQxGy/HamQw+/Y3XcG5q3nO9zLyqdFJb2ORszrQJLJJSKAYHlEyalc5qwIYH6QzSq1BRkXwGpH5BQpSsmZJwdejtWGoFVYmaQzqd/QpXK4StsRnWSWqvna6HdBI1SFf13BCXNWwBVX4Pe63Yl5u9Vthm3ey1VJ2iPT0r+6TXjFefTvV7y3vUdJpIp9jepHSqQUJFXJi271PrfNKqWwFBOk9emMW5ar2mPvkRCoUcSdqUdOp9Ok0p15Qg6hZYfXlOC+YBbJKoBgmZ7bt0f+p+S4711fRazV4bdhJlca+linxeK5kQzwLaPiYeDctJxdlsEeWyJe/DW9bY/VRFfe9yQdklsIvBaAaYdDIYjJaiXLbwYx97FL/56WG8/+A3POsP6QM62RFHsj0mBxFu9lo6MBaDAzpwNJE9YQdza5cCqJYqN3gNXoHaQmAo6XRL1HXfd+1kpFAqS+tao0FC9HioWr0aYVmWVOV7uxpXs9SaztoHsFRBj7uoiTrsCRfvczYfKEhI7Zmrw67p9LbXAs5enao7wLm9XdOpK6RqIqppG8CesBLbm9TUXq03pkiDBYB1i5BaKizds7miPBZaYyiwtkslnV72WmOfzqiTwEUjIalERsg+xO+k1GwKe22p7EgfB5zBUibSmSe/q768kl6r7jcWJXWo4piq7yN+21yhZKfXinpPqfyXlHNeXJsz2aLynFnbnZDnvXhuWZaF//X5ZzB495fxxLELWAxYloX/++irOPDFZ2FVb/4zWism2s6HwWg2mHQyGIyW4lwmK/tsPjeaxjMn0q7rTpMgoa5EFKFQSNrQ3Oy1pl5tvjWd1Qetl72WWqrc4FUbJvYhBkF+aiQdtLi1hqFoVOnMKsFFjT8KxKBVH8SsNszlS3IiJNUECyVt91OPvdYrNMcNdo9av/Raf6WcLjO5Bkw9HCl0AkRBz2FTOxNR06lbvpXQLr1Pp8lem3e3167rTkB0ejmTzuJ8xlY6F6NVxkZDeNXVm3scr+lKJ1VlKaHMu/TpNNlr44qSaRO8rEbwANsmW6Q1nYaaTwFJKkNuSqdqvy2VLUeqOVVSxXNB1HvaSmdZugPEuUtbCOVIDb9MEM8XlWuzKxGV9bzCbv3Yy+fxsS8+hxdPTeG3P/MEFgP/cmQM//X/PY4/+vyzeOTZStLo+KRKMieqLo30bB4f++KzeGEsvdCHyVjBYNLJYDBaipMXZpV/v3gq7bruHAnsEIMHYbF1C2SgljsZf6+0MXBvmRLIXtuA0hkKhaQC6KdG0uUdAYKEGm2lUWsNqR+S1UEWTSBejZicsUmHnhpaD+jvbOoD6AfVXhuwpjMWjHTmCwGUTnIum64lk8pFQV8vld3ttZ5Kp+Z2UN0Rjdlro5GwJJdnp+ZxcTor1w3iWGg2THXEV29x5kHoSidVZdWaTtteS7/jqGKvddZ80t9N3GsiBiVTCRoy1Hzq/6Y1ncqEo0HpFOeLUF1jhmOSSmdM2MCL9nmt9enMF8tKX2ahdM5mi7KuE6g4aEQegUiv/ZcnRuXyIyMTygTrQuHfXjgj/35uNA3ATi8WSFfdRn/25Rfwvz7/LH7gd78ifx8Go1Ew6WQwGC3FqEY6XxnPuK5r6hspLIpuNZ0FqjZWBwfthoEjhVAV3Xp00mPwshgq1kWXgTedDfcCJY5eCqxpnbqUTqWGtAmks6p0LsZgaimBTo40w15LW3LU8zs3ZK9tIERLgE7GmK6lgqHej0KvL1Te3yfxuY0ECQk7ob6dg3TG1XuHZVmeQUIAsLGaDns2nZWTbKItykJjQLPS9nbGjYrruqRKOteTf7vaa936dFbPS9oHlqqaJqVTkNJiqWyTQyW9NoC9thjQXhsW6bUkSEgQ4eoyWsMfzF5rTyrMZIuYoS4dQjrF/eDl01PK5xGkbyFxmqiaoxcr56mudIrjHfrXF+RrT5+YXICjY6wGMOlkMBgtxQmNdJ6ecK8Zke0PyMBPWBTdAhnowCMWsSPuhQvLpHQKK5Rbj04gWBprTrEumvclVEs/pZMG8AQhnY3WdGabrHR2t7HSCQBnp+yavjVdjQfJRMJheQ7Vo3QWApyjOqiyQ8maDq92QQIJnwmgmmo6HfZavyChyjViWeq2dm/PMEIhVVFrU+zApep3oO5Ph1AXz03N4/i5GQDA5Ru6jeu2Ght62vHGy3rlv6/a3OP4jIBT6aTENBQKSVJYKFmkhYi5pnNW63kJqORQTHDRmkqaXivOAZV0BggSon06RYBRyNkyJSqVTvc6U/F5TC1i4qSFkG2vDctJy7JlyfAwoJI4LcpCBIl7vXpeCJyaUJ+Lzcb5TBbfeemscv2ePG+/pyCbuoPI1Fd0ObR9YSwPMOlkMBgtha50egUVZA21U24N3gWovVYMakKhEKnncg7UxeDdS+lsJ+/rluiXVwa93krnrI8FlqpYC6F0Ntte281KJwBV0di6sTnEQ5yn9QQJKZMyNbZMsSy7B67Xvr36fyp2VcMEjmxrEcBeW9TttXnvc5hOXtHJI3FP6DCQSGqhnc0VA/XPFX0wz05l8eqZaQDAZeu7jOsuBH5854D8W6/ddHt9YG2n8m9B0PJFu0ZZUToJ+Zv3tdeqKbJ0+5JbTadLkFBYqel0VzrL5bLdjsdAWG31NaT8v1gqy4ka3V47ny/JY41HwsqkJZ1s6myLSmv91FwBc7miY/L1HFm/XliWhU89+ir+5EvPOSaHfvSeR/DDf/wIPvud1+33JCFX4vPPadekiXSu9ns6o3lg0slgMFoKYeMROD0557quqdG7X3N5mkRJ7YNtsoWHwV5LGny7gaoabu8dSOkMWNNJjzNITSe1EDeqdDYjSEjUdE7NFTzVsZWOl09X7OOXrutsWk0frR2rFXmP+kU3KEEyHvVcdv/GoEFCBnttDUqnXltG92fantYgZhXS6XRUCChpwdmiRmzNxyiUzudG0zI07Y2XrzGuuxB430026dzmMvGhk85L15tJJ53QUtJrDfZaShojJnstIaKiztItvVZvoWNSOguGEDmlprOkp9fSc8ncw7NYsuzgpJjo4Vn5Pw1Ji8ciSg9dSiK7ElHp0EnP5fHU8QlHPTIlgPXiq0+dwm/9v8fxh4eewdefPi1fH5+cw4unKpNfv3r/9+TrVLEU14A+KZuZLzgmWVe7e4XRPDDpZDAYLQW1HQHeSqeppjPhU1vpZh/0srWKgVSXR8sUWkvnVo+ZC0DcZC83H2JILWpuSZ4U4XDI/ox19MZUkz8bVzpFXVu2UJJhFKsRYpLlsg3NU7pkO5o6SCdVKqNhs5qow48oymWBWqYQS6MhSKiRmk6qfJpUXJpoO19wKp3thvOepgVPZ4vKdqaEXADYpCXGhkLAD1270bjuQuCqzUncecsV2HH5GvzGD19tXOcNl9qk+MZLehWSCNjfO53ooAndppYpbkpnVqufpH8XaZ/OkJOU6uu7BgnJ9FoSUFQWtt3Ka6bzX7yP2L5Sw6qe1+LcpPb2BAkSAtRAnk6tpvOJkYsAKudF/5pKze3ZdIV0lssWfubj38Ll/+Wf8KG/P+J6vaVn87jnC8/ieVIL+rWnbKL52Mvn5N9PHp9wbJ/Nl5SJRj2ZWaBQLDueJ1TpfHU8g8cXqeULY/lj4aPVGDVhfHxc/p1MJpFMOlPoGIylDGfNSAGzuaJRBZKBHUSBsEMcXJrL00E1Gei0J9yVTjF48LKxUqVzPlcCDIKBml7rrXSabL4U8zlh+QtOADsSUczlS3XZa6lC3IwgoS1r7ACT0xNzTUluXY4Yu1hRuuj30SgEEZqtox0NVQeD2mvjHkSPokDq29zgR2D90mup4qXXdNJ/m0irW+skcU9oN1z/SlrwfEHZzpReC1TqJil++I1bFtVeGwqFMPQLN3uuc0VfEvt+/Dp89alTuPeuNzuWi+9dJ1oClEDK9FryG9DfQxCcmGKfpfZaZ9scnSAKMunaMkUPErJoTaczSEjfTpRmFEqWDKcT93RxDk9TpTMaVvo8U6Wzk7RMmZor4PHXKiTt6s092LqxG2MTc3hutBLO889PjOJfjowBAP7y6y+jVLbwJz+303Gcv/npYXxh+CQe/N4JHPnYjyIUCintTB57ySadT71uk07x2XXbbNZF6cyXyg5HhfjcTx2fwLs++nUUSxa++0c/jBsu6QVjdSOTySCTqbh7KF9xAyudSxyDg4MYGBjAwMAAhoaGFvtwGIyaIUjntf32wOz0hNlia6zp9FE684b0WsAOCdKVTlqj5NUyhZI/NyUxX/S3Lrodh445j4GwG4K2YzEhSK1aLdjca5OsUy6/72qAsI/3N5V0BlPLTaCkU29D4Ya4jzppL/O313oFAdHjc1P36et6TWfJR8XVk2gFJOk0TLaEwyHFnUAnrdyukxsvVQff733DZuN6Sw2/f+sb8N0/+hFcbyAPtrpHiZa5T6d8jdwD6f1w3mC/jRI7a8kw8RAovbbgVDrtVFySXmtomaLv17bX2mFB4vPESY2z/fkiyvPjbNXB0xaLIBoJS6WzbFn45vOVViU7t63FzdvWAgCeOZHGP33vBH7+L76jHM/ff3vEUft8ZOQivjB8EkBFaRQJ8Meq9cMA8Pixi3K758fsuvJiycJcrohJbfJXnNd6u61Csey4zwh77d9/e0QS+Wc40ZYBYGhoSHKUwcFB3/WZdC5xDA8PY3R0FKOjo9i7d+9iHw6DURMsy0K6OsN6zRabdLpZbAWxpMpJwqemU+25R+y1LrZWGujT6WGvpb0+TQEogDrT7qYWCsXUL0hoTiqdwUln0JAiE6hy7BUEExRU2VutpLNULsuU5XWGNhX1QpyndaXX0qCtwC1TSE2nS9sUy7JTTb3OH6U+1GSvbaCms+Cj4tLJq3mj0mm+ZgXJn84WFCXIRFKBSvLr+27qBwBctr4Tt7/lMuN6ywni+1RqOsl92fR7uafbqqE9ALXXlkl9pbvSaQoDovdfSUqV9Fo9SMigdGrJtiZ7rWlSJRELK04ZESQkrtUUcXqIcoOd29bhJwcvQShUIaO/+FePyXXefs0GABVL9xMjqn313144q/z71fFpZPMlXJhWS1cuVHvE6s/Xi9M5p9IpetBqz9V8seyYxDTVkp9vQk0qY/lj7969kqMMDw/7rs/22iWOvr4+9Pf3L/ZhMBh1YTZXlAOKK/psa7j+sBQQ9lpqbRU1Ye41nfagWlU6zSogtSh6Bb2oSqeLyhqAuAVVI8V7dHi0cal33yb4tZuoFd3tMSTbY8jMFzDuERa1kjE9b/8OIs23GZDKWz01nWWnGuQHahU3EUVAJXxe54+/0mlV1zOrsHEP0kqVT5OK62avzXrUdAIVO/PZqSxm5ovK5IybvRYAPv2f34pvvnAGN21dq9SFLldEDXWMlMSb7ND0t6JW27LlHhRULJGUWUXpDNIyxV3pBGz7tylISG6n7TdbsBNqxT3dZB9PRCOqvbZKwoT62dvpTA1+7xs2Y8uaDrx/5wC++PiofP39Nw/gr+54M7bseRAA8OzJNN52tV0T/LRWo3n8/IwxkO/CdA79azsdhHBiJueYfLWVTvX1QsmpdArllwYKnc+Yn+GM1YVay/5Y6WQwGC3DRUIur9hESKfLLKkdJGRSOs2D33yJ9mqzBxxuKiAdRHmSzgB9MOlMu1u9nJviqkMqnTXYa4Pu2wS/dhP1YHNV7Tw16R4WtZJBAze6m0g8bHttPTWdVOkMaK8l57JbLTV93atWlO7LVB9a8LHXepFOuj9zeq3ZXutnZaff93yBKn3eKb3vfcMWrOtunsK9mLBrOtU6RgETyae/gZHgGey1+WLZHCTk0jKF9hylkxiy9YmhltQrSCgcVgmpcr1UJ1/ihnOrqz2KLpJeK551gohu1YLENve2SzfI0C/cjO2bKiEB1w2k8PFfHESyPSa30a2rT2mk8+SFGYwb3ELiuaq3Y5nOFh3PCDHxomce5A32WvFcpr2yWelk1ANWOhkMRsswRmyWWzd2oastipls0ZFoK2A3bTe3TLEsy9HoPO+aXmtWAem/vfp0KgEoLhZDxaLqMiCVQUJBSWdN9tpg9aImBEnerRVbetvx0qkp15rdlQ4aNCKCRJoB0ZqhHnsttaQGVTqD2GvVEC33/UY9goDo8QVROnUCTJVOk/LW7lLTmfWo6QTs4KZprWWKl9K50iC+d6qu03tcKBRCLBLWyhu87bf0/BPrqmqlu9IZNiqdzglHpY+nlprrdUymZeK8jhvOk+62GBKxMCLhkNIORUxk9vW2oyMekRMcl2+wk+jWJ9vw5MH34Ux6Hmu64vK5dcOlvRg5N6OQzgvTWYycm1He+3wmp0zo2uvmMJdzEsy5XNHxjJivPk+N6bXaRK1NOm2LbtrQz5PB8AMrnQwGo2Wg5KN/bSfWVXvDXXCx5kjbGxnc0fAOk9WPzkyb7LXOms5gSqefQqMfj7u9VrQ1KTn6n1HMS3tt7UFCdSmdJFHSVOtUD/qqYUKrtaaTKgHNtNc2EiRUqIN0UnLhZq8Nmn4c97HqFkpq2Itze2rPVQfDRZ/02oRS02l/dyIYzC0YSHzfM/MFLUho9czTS3utS5/OyjoqMVTstR5WVsD+vbIKcaQ1nf5BQjTkSqxPjymn2WtNExNehNSu6TQonW1RhEIhxzNETFiEQiHlXn7jpSnHPjal2pXr46at1ZChk5N4qdpn81uknnNgbeX+ej6TxYRh4nZ6vuCo3QRQJaLqtWNZlevRlF6rl7JIey25v7nlHDAYXmDSyWAwWoLZXBG//Nfflf9en0xI65kIPNBhUjoTLhY5AbcG8eKBryfPKvZajyChYBZDc3IuhdJ6xaPnoa101tYyhW5bC+ZlUnDzHgPCPmaqN1oNUOy1LajpnMkWPScuTKinTye9jtxIZy5AcnNlX1TpdB67X3qtF2n1S+Z1r+msTvC4kEhJOnNF5Z7jpoyuRIhzwK1PJ11HLvcjnYZ0Wkrq6W8YpKYzX3Bua7LXCkIaCoUc54ltyzXVqFY+r+keKcil/gyh//7dn7wBAHDJuk787k/e6NiHjp99+1YIofZvv3UMACT57ExE8fZrKnWeF6ZzmJipkMtYJGwnDeeKysSXwKxB6QQq34+eV1Aolh3PWfGco1ZrXSGt9b7EWJ1g0slgMFqCv37oZfn3uu4EIuEw1gil0yVISDzc6OCu3SWB0vQaHWS6tSqh//ZqmRLIXktSDnXbr30c/rWhgE2OF6pliiDfXU0kR6Kmc2quoBCw1QL6mZPNJJ1kIOvWvscNfmqgCcGs5f4TLvqygmFfjdhrC6QPo+n6c0uvFQNtd6XTtjOL7UKh5tnQlwMk6fRQOvW6zRiZIDCdE9RRIZZTpY0SQp0ceimdoRCx35LzQLQ48bLtypAhD6Wz3TA5ISYmHEon+fcdt1yBz//2O/HoH7xHSbN1w/pkG64fSAEAPvXoa5jJFnD8/CwA4NL1ndjQU5m0pUrnmq647YTIFo1K53y+ZOzxm82XpLtIoEBaxgiI625OSYC2t3vgu8ex5VcfxF987SXfz8hY3Vg9d1AGg7GgGH7Njn3/yO1vBADbXuuWXpsXLVPswQtVjDIGIqP0myTbuYXsULuYl5WVhke42WvtJuLut9I2F7VFh1AUOmtIr22kZYqYtW5m0uaWNe3y79WodmZapHTSUKJaE2z96h5NqN1a7n7ORsJhqd6YlM6CTK8NYq81K51u24ZCIaUmXEAMtN1cBdRem5XhZhHXiaWVCNMkgG6j1pVfes+MGc4JJWjIz16r/aZCraQ1mzKdlrZaMVpo3WtNxf680ni7NDWzIx6Rx6cvoxNEoVAIu2/cjI2pdgTFf/+x6wBUnltff+o0Hj9WeY5eur4L66ttmC5O5+QzdE1XQimzMD0jZw32WqDivNGVznzRYK8V7VUI0aSTOL/yie9iJlvE3Z89GvhzMlYnmHQyGIyW4PnRNADgR3f04+ffsRUApL3WFIJgWZYywBOgg3eTemYT1bCc7QbsGehiyVLqz+iMr1d7EkVh8bEYmoImBOhgRm9uTyEGC8l2/xlxgcaUzsr7dXtYjGvFll67V+fpidWXYCuChCLhUE02aT/QgexMjb81JY0mC6oJQazlSoCXjwIo9meuyS5Xj828j2gkLImBm73WyzYsrJGm9Fq3Gk0xETObs4OEmpXwvFxgsjvr6qVOQmPRkOu6lX06W6ZY5JYYDWCvpa9L+2yEKqQ+tl7dXusVJFQ9d/TJSeoOWa/14+1MNDbZ9JODl6Cvt0JS7/nis3jtzDQAYPcNfXLStlS2MHK28vqaroS8P8zmzEqnKUgIqEyC6gF3eZO9tvr8pOUhQunUbbVuk1QMBsCkk8FgtAC5QgmjFyu2oLdfvUEqBOuSlYfmxekcLMvStjH3w0v6kk5zzz06UKCzvOLvjnjEM0AnHA7JgYhbj1BxzF5Kp1dzewHLsmQtTi2pp7RuVf8+/TAt7LVNVDqFvRYATq1CpXNaThzEmqqKUTWlXqXTzYJqgpJe63LOKunHHkonYF8DpvNfKp1R92Ozk061IKGydwgRYBNLMTlVKJZl2qif0jmdLcjJmVoCvlYCTC1PdOKtp/nGIsRea0qKpUFChnMmYggaErBbmzgt01EPW66+3KGgypAh5/GKY9DLMOhE3cYeVcXUlc9aEQ6H8L6bKr3ZXz6dka+/941bFIIrlqn22oIS9tNbtfTOGhJtgcr3p+cMFExBQoVKCB59RovvXp8EG1ulIXKMYGDSyWCsIFyYzuIbz51Z9NnGkxdm5Qz2ZaRfmZipLZTKjsADOrtai7123kW1cKulFL0OvdqlCIjBrqnVA2AneHrVtFHrlxvpnMkWZQP1ZEdwpVMMhC0LDpuUH2x7bfMG072dcTkQXY1tUwTpbKa1FlDVkxlDbZYXCj4WVBMoicy7TLgo9lofpVO8tzG9VlxDHsfndh369fgEbGIkFEs6yPar6SyWLGljbGaN7nKAaSJN/53174/eB0121ahir/VeriuSgkzS9xATjqot12e/2rkiakC90o8dSid5dghV0l7W+P30/TsvUf7d0xHDwNoOhXTaNZ0JpcxiqnoPikXCWNNVeZZQpZN+zun5ghI0BrgFCTlfE89dXUFNz3IrFYY7mHQucYyPj2NsbAxjY2PIZDL+GzBWLSZmcnjr730VP37wUfyfr764qMfyOukrdjkhnWurpBNwJtjmXGoz/ZRO2XMv7qV0EtJZQ+2kqZeccswySKgxey0l0z01DG67AoYUmTArlc7mkc5QKITNq7htSqZVpLPNfC4HQSmABVVHMGu5OTXaa3+myRtBRE3Kl769TloLRVEP6mWvVWs6qZ3QL70WAMYnKzbxZBP7ri4H6A6ISDjkcIbo91x63og+nhSmPp0UdP2ITg6r529CIZ1qH079b/m+YaetVz8m0zkkjlFPqKXfzSatXlO329aDt1y1XrZHAYA//fmdCIVC6DPUhtKazpms3TIl2RFTcg3EfYM+gydn7TIX8ZzKF8uO7IFsoeQI8ZvPV/p86vejzDyTztWETCYjOcr4+Ljv+kw6lzgGBwcxMDCAgYEBDA0NLfbhMJYw/uE7r+N0dYD00DOnjesUimV84qGX8cXhkzXbMd32Vyo7B5LHz9uk87L1VOm0H8h6mJCbAtHdbj/wjfZaQx0ooJJOVemsks4ASqeY6fZL8PRSeqKKvdb8ndM6nJ4alM5GyEgr7LWA3TZlVZPOJn+ndHKhVnutXx9ME8LhkDIINUFVOoPZa037EvZdr2vIbfJH3HsCKZ2F2pVOwA7EWm1Kp06yTTWt+mu6JVcnlmpNp4l0utde0vRa4RIX9zyv/p6ASmDd7LUmO7EknQ6l091eu46QunoRjYTxld/dhX/4rXdg8tM/jQ++5XIAwIaeNgfRX59MSBvtxExO2mtThHTOEdJJj+/ijPO5ky+WHNepqc6zbFnIF8uO+5GpZQtj5WJoaEhylMHBQd/1V1eRwjLE8PAw+vr6AADJZHKRj4axlPGXX7fjyp87mUauUHIMBv/i6y/hDz73FADgS/vejXddv6nu93v93Ax+7GOPoFAq4zt/+B+wgTx8RcjBxp42hfwpDzyNdNLZVTqYiYTD6ExEMZsryqAWdbtqTaf2MHa110ql0//2JxUan4G3V00bHWi52XTpg5qSbD90NkBGWpFeC9gJtqsxvVbWdDZZFaOTC6ZrwAvFAMTMhEQ0gmKpqIRwUeQJAfSqaQbs60i3l5fLlpyICWavddafAd5Kp7gHCqUm69JiicKkdDZ7ImGpQ3dcCKsmhU46dZIZj4ZBxDTP2kr9NTcbbCgUQjwaRq5QlvdfrwAiv/cVIVWmiRO7T2cE4VBIlkBQJ4Nur22G0glUJmvphC1Q+eyXre/Ci9XenUAl1fZMuuIaOjeVVQLpZNBcviSfgYrSOWP/OKmOOC5O54xW2lyxZHTSzOdLjslOOoH67MlJlMoW3njZmuAfnLGssHfvXtxxxx0AKs5MP+LJSucSR19fH/r7+9Hf38+kk+GK6fkCRi/ag/zMfAHfeemcY71D/35C/v3PT5xs6D3/56GncfLCLMYn5/E3/zaiLBPHcqn20FyXdFc6cx4KhHjIe9d06kqn/W/6wBTBB7WQTld7bfWYvdI7g9R00kTdWkhgI0rnjLSCNnfucbNUOldfem2GBAk1E41MLgSxoJrglTgLqOq/V3ozYA/0HfZYcj149/qsOg6061AQVq9AMLums1jdB+0v6k86xXXVbMv0Uof+eUWPSAqHvVYjdLp66GevDVLTCTgn+SjRDJvstQHSa01KrjjGUCikBLzR76YV9lov3Lx9nfLvy9Z3yd/mwnROEsmki9K5tovaa22C2FudVJgvlAxBQmWXHtlFR/9PobR+8/kzeOvvfxXv+ujXcYI4nxgrC8lkUnIUIZB5gUkng7ECYLqpj6fVQf/ohVk8c3JS/vuV8cZqhB9+1vbvf//V88qyUxOV5Np+kmYKVFL/xIP8Qkat6Zx3qekECOk0WHfEw1BPr+10S68VSmeAWkZJOt3stQGUTjrYL7nUdNLjq6XGsl4yYlmWJN9NVzqrNZ0TMzmlgfhqQKuChKKRsLwmam2ZEsSCaoL/hEvtSqeu9NN6UZO9Ud/ejbR6bWvXdJYd7+lm6TVdE6utplMPNKOlEQJ6eJtD6fSo6fS117rYYAHn700nHUy1y1GPPp1ifS/SCahKL71Hb1nTjkvWdQIAru3vcSifzcZ/fs9Vyr+3b+qWpLNUtvD6+cqzN9keU1pqiYnXXvI5JojSuaZq0c0VSvJaoXCb8NX7f4r17vnis7CsysTQU8cnavuQjBULJp0MRgtxNj2PX/qrx/Cpb7zW0vd53UA6qXUGAJ6r9s0UaCRddHI2r8ySvkTsPoCtcm3WSGcoFJIWW0+lUxsAJKtqnKmmU6pL2iBJqekk5Ec8fPUYfBMEmXRTewoySChYTaebvVYk6gK1tWbodAlL8sNcviTThYMovrWA/ubPnkw3dd9LHdMtqukEQNoi1FrT6W9BNcEmem7ptSXHum4QA33dph50H26kVSidXiFJQo0TEyD0Pd0mi0wTP1s3dLu+x0qEfg6bFDx9os+3ptPHXqsECWm/aZgQR32SI+pBVvXluitF3G/N9lp7Xdo/mdZxRsJhHNr7Q/iVd2/Hp37trU1tlWTCdQMp3L/nB7G2O4GP/9IgOhJRbCC/zavVyeR1yTYtSKhy3vd22konJZJrqgrofL7ksNcC7j2y57SJRbEtTbE9cWG2tg/JWLFg0slgtBD3PvwKDn3vBH7r08N45sSk/wYuePS5cez+n4fxpSdGjctPVGc3w6GQ7CE2qUWXizpLgVMT83WHCenK6okLs7JGsFAs4+xUhXTqSidg15Rc1NJrs1722jZ3e61M69PUJbeaTqEUBSF37VWLrlsyrFBAvYJU6ODJLUiIEolalE41oTd4rd/MfH01pEHwlqs2yP6Hn//+CZ+1VxbsPp3Nj0uQpLOG3xkIZkE1Ie4z4SJeD4dCvipqzE2pLFJ7rVd6rbDXqoPhIC2LElp6LVVo3bZLdTrrF6/sW13lLTR1HLADwij0nsL69+m014Zc19XX12sz6X1U39YvvTaiEFazI6bNoHrTdYskMG+zpmZe05/Cn//iIK4bSDn20Qr89Fsvx/G//AB++V3bAZitzxuSbfI+TJXOrrao/G6nDPbaUtkyTmy59cjW1xXXuBiTABWXFYMBMOlkMFqKbzx/Rv793Gh9pDNfLOGn//xb+N6r5/Ebnxp2xJkDwPFqi5Ita9ploM/kjEo6j2mkM1soYWKmtnhzy7Jwzxeexdv/4GuOZULtHE/PSxXNNFARM+ZnpzTS6RIkBNh2RVOISsYlvCUeDcsBiNoyRfTp9CcG1J5kgghT8bIX0oFU0ZD0S48vFgl7Dr7djq+yj+B9OqfrrCENgt7OON52zUYAwHdfPu+z9spBuWzJROBW1P+JtOWZepVOHzVSh39Np3/qrIBUOku60ll2rFPLseSl08D9mrGVzpJjH26ks6sthpR2P7lq8+oinVdvUT/vpes7Heus1ZJa9d/BqXRSm2ttgT/Uqqu314n62GspEdXJpZhYNE0cmkKJAKCv1/lcW0yYVOj1Sbt/5/R8QU66dCai8rukk7hUARUTufTzm569piChfLGE6fmC8jq18R5+5jT+3zdfQ9ml1ISxssGkk8FoEabm8ortVCdZQfHMiUk5YJqYySnJdQKnqkmh/Ws75Ywl7cEFOEknUHvC6P2PvIo//sKzxmUvjFWOi7bK0O21AGT9C50JBVSlUx/ICuus0V4rI+JVdSIUChlJYy32Wtp02wShdHoN6OkgSIS66JBtXAL0DqWg31PeYIlyw0ydympQ3LxtLQDgxVNTq2ZwQQdwutW7GRDncq322iAWVBPEueWeXltV+QOQWT/SSN/P61jcakK9thUTWEIlVey1Hg6F/rU2yerpiBnVpJWMeDSCd11np5vryifgJJ36vcTZp9O9LrOy3J08UgLbiL1W/81tpdP5OrXK/sYPXwOg8hkXStEMinXdCeiu3vXEXpueU8s3xHdJLbC9RN233UP2a641nRoZzRXKjjwJ8f4TMzn8x49/C7/xqWH86b++oKwzNZc3TqgzVhaYdDIYLcLjr11QBvdn0/WleT6j1cW9aggAEqrm2u6EDARws9e+o6pCAbX1UjyfyeK//+0Tymu/8u7tskZTkGFaK2pSOkWi7ejFWYWQ0PCCdi2gwq2ms1gqS8JmSgylNS2AGqATxF7rp3QKq57X4JUOgkw9TQGbBAbpHUoRCdtqbs5FkTKBfp6OePNJ5xWbKipJtlBaNf06z5Dre2MLCIoY0NcaJFSUNZ312Wtdg4SEyuiTXFt575ByLAJB02vFsevHIoiv17biXiIm7oLYawHgMkKy3nDpmpbX6i1FfOo/vwU/NXgJbn3zpfjBK9c7lq/pUkmnmFAU0IklLZswBgkp9lpN6SQTC172WmN6bdiddNo1neo+dSfMf3zr5Xjmf/84jh74MYWgLQVEI2FHv9C+3g5jvX5nIiqVYkpGacCQIKPUPu1qr805Le/6WEeQ2NfPzcjr7w8PPS2Xn5qYw9X/9Yt4075/qTmFnbG8wKSTwWgRXj+n1j2eMyid2XwJ/+erLxrbmwiMa2rkq2ecpDNdvamnOuJyIEDttZZl4XS139wPXGFHrtcSJvTlo2PKv3/spn78/gfegGv6ewAAL46lAQBj1X1GwiFsSjkH35dVbVr5ojojmiWBBLoFyq7pVB9I1LbTYxgIdGo1mfliWSo/QWylnRpp1SFUEy+1h86yu9V0zkmls3YCmIh6K1Im5BSCX5u6GgRbN9qhKyPnnAr7SgQlnX2p5idYinNjpuY+ndWaznqDhFzCr2S7oABkVgxy9X01aq+1lU73c1jcS4STIh+Q6P74zgH596++50rX9VYy1nW34W9+/W349H9+q7EmWLd16qRT/367EvY916R0egUJqfZa91RcY3otWa4/W8R1FQmHlfc3OWEu39C15Ky1AtvIPRcAtm7oMk6sdpIE+cy8PUboIe4MUSZAJ3LdgoT0GvN8sSzHIwKiD7XurBL3kM986xhmskWMTczh60+dcvmEjJWA5k9xMxgMAE47q34jBoC/Pvwy/uBzTwEAPv5LgzIYgOKMNmtoVjor5CvVGZdqGrXXzmSLcsB2ybpOpDpiSM8VPFWokxdmcfdnj+K2N1+Knxi8BIefsVuknLr3NvlAunZLCt9+8ZxD6dyUajcOVGjD69fPzUg1VCidsUjYsZ2s6ZwvwLIsqToISy8AXLHJmS6p22MpeewIYGXVlVIduQA1ZbTeyD291g55qBWJWARz+ZKrImXCfMH+PF4D9nrRv9YemInJjpUOOoGyqQVtExpPr61tjllOZrjYtsV+g9V0Vq5X3V6u9sz0DwMqlNRjkenRHp+tTVM66efxanX0wR+8DBPTOWxZ04H33TTgut5qhh6upDtU9N+F3nNN5yMljPpy1V7r3qezVnstJWZtsbA8r4PU/C8lbN/Ujcderkxed8Qj2NDTZizX6CT2WjEJ2h6PGB0vlIia7LVz+ZLDBZQrlh2BX0LpHNeeBePpeVy2vkt5vtJx078cGUWhWMZP/cClhk/MWI5gpZPBaBF0pTM96ySdXzlqz+o98N3jxv3opPO1M07lSOx7TVdcBgJQe+1Fogiu626TtZanXAhBrlDCdXv/GV96YhQ/9xffwbMnJ/HQ06cBAL/2niuVGdBrq0rn6cl5vHRqStaX6gl/ApcS0klTcMWDypQiKN6vUCor5Er0HQ2HQri2P2XYrvLQFN8PbXAdRFUMbq8NqHS61DcKe20t7VIE/AJfTKC1M61QOtd1J+RxrRZ7rRhQxSJhpQF7s9CZqC9ISFhaa63pdEucFRDnfpDgK7vliUYaFdXRq9et2V4raqq9LL7i/C6VLRRLZcWG7kV0w+EQ/st/uBo/MXiJ6zqrHR2JKG68pBcA8LNv3+pYriuS1F1i+u4VxVJT5ml4kFdAUa3ptR3k/kcJabMD1lqNt1+zQf598/Z1CIVCxucJrekUaItFHInxgBrOZ1I68wVnn858oaQ8ZwE7JVd/FoixzUmS73Cx2krtlfEMfubj38Yv/OVjjj7gjOULJp1LHOPj4xgbG8PY2BgyGafCxVi6GNFJ55zzpn3ygr3OC2NpYwuTs2nVlvvamWllvWy+hLnqTT7VEZf1JlNzBTngvEh6Yq7tTkh1ceyiOcpct9Lu+sOHpD3t59+xTVn2Izv65UPsIw8+LUkxJZcU67oTUrU5TkineFCZlDeaBkotQc9VSef2Td3GB6xo6C1suJQ86rPyJlCl0/TbFALYa+mMfclN6RSJuvXYa2OitUVwe63anqb5M/qhUEhOOuj28JWKM+nK5+zrbW9J/V9Xu7fq7gahZtSaXivOK7daYWktD6B0CjKhK51BkmTpMoe9NkB6NA2Imc+X5ORWNBIy1v8xasP//bW34H9+8I3445/Z4VimTyTQ+5uxTyf5HfVgH3p+eLViMdtrgymddDK1FQFrrcT7bhrA26/ZgP41Hbj7J28AYK7X7zSQzo5E1PF9A2Z7baVFkp0j4AgSKpYdk0PzhRIsy3I8C85UJ+roRLpQVA9XJ7kB4B8ee930kRlLAJlMRnKU8fFx3/WZdC5xDA4OYmBgAAMDAxgaGlrsw2HUAL031ZRmr7UsS2lZMjmbd6iaAHCm2vNShJPM5oqKZZHWNa7tTig1J0JtvUB6Yq7tTmB71Yr67Ekn0T2fyeI3Pz2svCZI7fZN3bi+OrMtsCnVjl96Z8UW/OWjY3h+NA0ARuURqBAS0Wid9g4VtSEm4qWSTvsh99KpykTM9S5pgqK+VXxHdAY2iL1WDDxKZcuo+AQJU6EDnlbYa8UAohZ7raJ0tsBeC1QUdcDZumelQiidrQgRAuwaM32Q5wcx8WRSgLwQl0TRW+kMYtt1qw8NSjrd0mvFv722pYPpbKFk24JraE3EcMfVW3rwX3/0WmO4joncuC0D1DYqutKYUOy17kFCptplqoS61XQCwDpSo1rPBOBioiMRxVfu3oUX//wn8NarNsjXdJhIZ3vcrHQqQULV+04iFpb3hnzRqXTmCmXM59WJMcuqXOt6qcW5TBaWZSmWWvF8P0Em5FfLM2Q5YmhoSHKUwcFB3/WZdC5xDA8PY3R0FKOjo9i7d+9iHw4jIGiqqlB8dNI5ly8pihMASdgESuWyDCB6y1W2fYYqhBemVeussLsCds2jonR2JTC4vRImNDGTc9h19/3dEVn4r+OXDDWnAPDRD77REZ9/46Up47oAsHVjRQUVpBGwLbCmxuzdyoyr/UATdasbDYFFACWdlX3P5etTOgGnwmRZNhH1UlrCIf8godkaEnV12IpUcKWTku8gSlU9ENYs/bxfqRA1na0KGpF9Ol1UdzcUhNJZa3qtz3kVJMRHIOZCYIOSzlhEbXsij0Gm13oECcV1pdOfqDKaA/2co5NqxvRa8lp3u9Z+hfxeDnutEhTk3W+Tnq/xaFjZlrbFaUWv3YWGiTj3dMbl9STQHo8Yv7duQvyFrT8eDRN3TdkRJFQoOcc1QOXa08MUZ3NF+Z+AaIF2PmOPWcZWSYnGcsTevXslRxkeHvZdn++6Sxx9fX3o7+9Hf38/ksnV1Zx6OcCtB+E0qbsSVtZcQS2wp0RQQLfkTszkUaq+xw1EYbxAbsi6dXbrxi75AHmhmigr1gmHQujtjGNwux1/P/zaBfn3qYk5HPreCQAV9fCLv/Mu5XhudSno70xE8Xs/daPy2puvcEbsC9y0tdLH8dnRSalCTnqQzh6XFD1Bjntc+iKuIT1LLcvCPJmV7QhQy0jtSXqAi9pj0H1foVBIDqbcajrFvutSOuWscy1BQqJ+NtKyVhDiNzHZylcihFWsFcm1gD0hYVlw1Ex5oVgNFjPZGb3gVyscxFqu78uhVDZqrw3Qp5PWLGcLJbsOlElny0GJYiQcUi2yBkWSKpbdmtIZV0inFiREW6IYJiAiLi1T9GfABqJ06km8yxF6GFI4FEKXUemMGmv7KfGelaQzorhrHEFChbKx32au4CSjc7miJJkC4vl+PmMT1NWSC7AckUwmJUfp6+vzXZ/vugxGnfjy0TFs3vMg/ifpNyVAidEG0j+LDhapLVbgQkadCaThQ1f22emsF4ldllpn13UnEAmHcfWWygTFFx8/WVm/+l5ruuIIh0MYWNuBTdXBMSWd/3pkVP79N7/+Nrzjmo24edtaRMIh3P0T18sAIhN+5d3b8aV978Yt12/CwZ+9yZUIAsA7q03HLQv4zLdGcD6T9SSdJnttuWwFIJ0VpbNYsjCdLSpKZ7A+nfaDWFc6aa2bn4okZtr97LWdidpn10X/Ol0F8oJYtxUhQgI9q0jptCxLKp2tSK4F1HNxLh+8rtPu01nb5ELCh3TW0qdT1nSWdNJon7MxD7VSkEr9WIL16SSkM1+SA+J6XAWM2kDTazf2tCkTXPrvHY2ElOVd7V6k06NlSiQEfR6NEk1ap6hPuNHnjNfza7lA76Pa0xFDWCP/QIV8myZO6XcgWjWpSqfBXlssy0lNivlCyfGMms0VHam4UwbSeSY9D8uyUC5b+NSjr+LjX3nRdcKfsbSxrO+6R48exT333IM1a9YAAEZGRrBnzx7ceuutTX+v/fv3Y9u2bbjrrruMy7dt24Y9e/Zgx44d2LlzJ1KpFNLpNB5++GF87nOfw80334x9+/Y1/bgYi4ef/vNvAQAOful5/MI7tyszo7SX3vqkfePP+iid1FICqCR1bXcCHfFKewxqqaX7EQ+ZH7xyPZ46PokXxqbw4lhariMssKFQCIPb1+FLT4zi+4R0fuobrwGoWIKv2NSNUCiERz/8XuSLJd+UylAohHddvwnvun6T53oAcOMlvdjQ04ZzU1n83j8+id/7xyflspThYa/Ya6vf7UyuiHLVZkhrTyjoQ3diJqfMygYinWS23TmjG9yiKmbi3YKE5qS9tnYSKGb2a1I6PUKbmgUxYDFF7a80TMzk5fffKqWT2sHncyXA2SHICGHpNrUv8oK43t0mM4KE+Nj7ciGNge21LtvLmk4vwkrttUVZn97KCRdGBfS+qAfL6ZMgur1TVyGpJdSZXmvvKxQKoS0WUZ6dtG6d1p7q5/Yv/NA2fPwrLwIAfujajYZPtLzQXe3JKa4b8Zx0pNfGI8bUeDoBPFN9RiWiYRnAlSs4g4TyBnIJVCZ89Ot3Lld0TEpmqv+mY5xSdYL5c999Hb/9mSMAKu6qO265wu2jM5Yolq3SefDgQdxyyy04cOAA7r33Xtx777148MEHcc899+C2225r6nsdPXoUBw8eRDqdNi5Pp9MYGRnB/v37sXv3bvT29iIUCqG3txe33XYb1qxZw4RzheOeLzyr/JsOtKllx03p3FatcTynKZ2KMhePyqADqm4KFTPVEZN2prt22c3Mj7w+Ie0ptGZF1HW+MJbGheksPvudEVkD+kvv2q7MAgdpi1ALwuEQPnzrG4zLTDPM1GolVOQpogL72WsBYGI6JwecQLBBJ62J0dUlxV7r8/1Efey1tdTH6XBTgbwggh6CWIzrhfhNpgytglYa6Kx8q4KE6G9Vi9Ip+3TWaCf1s9fma7Cp2n0BPey1Xr02q9dFtlCSCodlWYGIb7sWJJStfndMOluPLcQZs0VzyejukKSmbOoqJCWw+vNITyHWz4d2ch/vJc8EPdjqir4kDv/+bnzht9/pGoS3nBAKhZSsBXFPdhL8KGKRsJI/AKi/CU3BlvZaonQKC3O+VDba/+ddSKc+KTk9X0C5bCklREBlvPTZ79gptl99Uk3YZywPLEvSefToUezfvx8PPvggtm61e0OlUik88sgjOHToEO67776mvV9QEptKpZR/79ixA4cPH8a9997btGNhLA3o7SlePaO2s1HttfYgNEsGi1ShvKLaZPu8Tjo1ZW5d9QFCb8jib/pw2baxW77vk69fxMunK8dHm3n/wBUV0mlZwE37v4w9931PLvOqx2wWfvbtW7F1g7OtyiZDKFAsGpaDRPGQojOkJnUUcCqd80rLlAA1nV72WtrY3k/pdLEXApWBuKjbDaIa6ZCKVA1BQqKOppVhGanqrPpcvlRTO5fliItKgnRrSCcdONdU01kdLNbap9NvMkO8HmRCKurSZ1PsIxRy9mWkoLVpwrpHj8uUvGlaNk/aSwUJEmM0BvpM0tNtddLpdy8Kaq8FnJZvOvFAnxWmYLc3X7Eeu27c7Hksywm0Z7D4PfTvuj0RrSrEWrJvW9TxOyWiETnJOj1fkG4j8aylNZ2UxNJ6aoHZXMlR0zmXL+F8Jiv3KzAxk1NqO0cvcp3ncsSyJJ133nknUqkUdu3a5VgmXt+zZ09T3uvgwYMKsXXDrl27MDk5icnJSRw7dgyWZeHIkSPGY2Qsf0xoEd56O4IgNZ1UodxcTbx0kk5VmRMPDcVeOyNIpz3YDYVCeNNlFdv5N58/i5PV9i1Xb7aTbd946Rr5QKGq6/pkG37wytaTznA4hM/8xtuxh6iygHNGXEA8KMVDigbUuNtridI5k5cDzkQsHMhuSJVOzyAhX6Wzcn6YBjlqs/ra1RcxUKiFiIi6maTL99YM0H27pSGvFNDrhyopzQQNtdKt3l6wazpre9y7WVoFgoT4CND6UJq8myctT7wCrWjAlrDzZRV7u/t1Q8llrmDXdLLS2XrcSMLvfuymfmVZOBxSg4MMpJOes3rqLIU+oUKVvFBIPUd7CQlrUYbaksImYve/vDrJ6yCd1e9L79ncEXeGDsWjYTnJOklcLMKKmy/agUHUnutqrzWUX+iBikBlnEPHPRwutDyxIKTz+PHjTdtXOp3G0aNHsXPnTtd1du/eDQA4dOhQQ+81MjKCY8eO1WTXTaVSgUgqY3lDDwHSo8Bpeu16aq8lAyXRe6q3KyHX0YOE5vMuSie1107bIUEUOy6vkM5Xxm0V9uaqpRaoKABC7aT47fdd29JaP4obL+3F//75ncqMuFtYkZ2GWvneqNLZYwgfAoDeTk3plLbSYCqHV8sUNb3W+1Yq02sNSmcttaEmiEG1KTHQDYK4J9tbF5ZBLc8rPUyITkLp4R3NQrum2AWFsHR7KYkm0FY8phYtIsQnSL9LcY6WLUuZeBH2Wi9rLaAGbInWDfS6MdWjCdBraj5fkt8dK52tx/WX9OLjvzSIoZ/fiXdf70y2pKRSt9cCqjPkik12EbNT6VTPbbq8XUvo7ku1Y2BtB8KhED7z62+v4dMsT9BMia0bK9+h/l13VdvT6NdRezziJJ2xsLzmaf9M4WzJFcqSdPZ2qlkM+m1kLl+UNZwUtG+nwMjZGekIAiqOp9WQF7DS0FLSeffddyMSiWDbtm1Yt24dvvGNbzS8z4cffhgAPImdsLkePny4offav38/Dhw40NA+GCsTegiQg3RWb4ahELC2S53tE7ATS6PywZCeKyhWRL0GUaiZFw1K5zrN1vemy9cq/97Q06bMPAPAf/3Ra+Tffb3t+MJvvxO/uvsq5wduMe69682IhENIdcRca2nEQ03UCCqk08VeG4uG5QO2EiRUm8qh1HQ60muJvdZP6Qy7K521KKYmCAuw3pDbC+L8NA30mgWVdK7swYGYhIpGQuiuo+1NEHR41Bd7QQzc622ZYllQBnsCdnptAKWTEj9CFgVx9EquBTSls3odZgt00ieY0lkhnVzTuZD45Xdtx52am0WAEhrTvejdJJSOOoacSqdmASXng67exaJhfPePfgRP/cn78P6bBwJ8guWNgbV2wKFwMOlKp/ju9WuiIxF11IInSMuUzLxT6SyUyvI5Syd9TROP87mSkTiOVp1ZFCMGImoKY2QsbbRsqu9P/uRPFMI2MTGB3bt347XXXsNll11W934Fkdy2bZvrOoKQPvHEE3W/z6FDh/DBD37QUafJYABOpTMzX8B8vigHOHRQT2uxqCVM/N0WjyiE8UImJ9U+WoPYEY9KRfR8ptJ3MhQKOZJpBd5UVToFfvld2x0PkPe+YQu+/KFb8O+vnMMvvHO7YsVZSLz3DVvw/ND7ESckUYeoCbKVTvthlWx3v5Wt6YojM1/AxExe1okEVTmikTASsXAlpU+PhqeDXp9aTDtIyE/prMdeW/kstahfYrDgZktuBlKKvXalK53CbZBoWd9TRenM1aB0lupTOunAPlcsO0irOG/9VEpAtTvmCiWgeo1Te60XKOEWSmdWUTo9SKcWJDTP9tolg0QsAsy715f/+S8O4n/8w1Hc9oOXKa/r50vEkYRLlE7D75zqjBtbc61E/Np7r8K3XjyHHZevwc5qf2z9u+6qBvXpz5+ORNRxfceiYTmJmpm3xydJQy9t+h3T57V4puaKJeOzwWSdNZPOrLQMM5YHWqZ03nPPPdi1axeOHDmCyclJfOITn0C5XG444GdkZASAM7SHQrRQcUub9UM6ncbnPve5mluvpNNp7N+/H/v378eePXuwe/fupgYaMZYOprNOpYGqnWL2rrstpgyIqNJJBz/0ITBDiKaY1W+LRRAOh6QiWiiVkZ4rwLIsYq9VSadOIHfdYG7c+45rN2L/T9ywaIRTYMuaDsWKrEM8wNKa0plsj3nWZ4rvZWLGTq+tpTWJsOLqSmdeUTqD9en0q+msx15rK5011HTOsdLZTAibWaustUD9Sme9NZ0K6TS0QBAKapCJkoTLPVDaa32uH7W2uuA4Ji/SSfsSVkgnK51LBXSi9AoScidw+YYufPa33oGfHLxEeV13luhKJ12+2n/ndd1tOPz7u3HgZ2+SE2L6fb/bTek02GsTpE8nVTqT5H4vXqfhUdRGK9LocwU7SIimc9MUf3Gsx86a6zwZywstUTofeeQRbN26FQ899JB87a677sLOnTvxwQ9+EH/8x39c974nJiZasi5FPbbakZER3HbbbXjwwQclIU6n07jllltw+PBhPPjgg3Udy/j4uPH1ZDKJZNJ5k2YsDGYMlpCzU1nZi2yazN7SARG1lsno/lhEGVBSdVOfladJuOczWUTDITn405VOAPhvP3ot/uzLL2BjTxtu2rrWsXw5QdZ0Vkmn+L+fWieIwMWZnEwurKWeqzMRxeRsXum9CqhKp56WqEMMikzptXmqdNZhrxWfJSgRsSxLTookW9gAndbZpld42xRb6Wzd90kVu9rSa6v22lrTa8m5WDCECYnzP0jLFDqYpQqlsJb7EWLVXlty7MeP+LbFIsgXK6manF67dHDZ+k68dKrSpuvmbc58ATeYwm0o6DN3tZNOE/TJXVESoNiSYxEkYhFnMnDUbq1CJ1FpWzM5qUmezdRG29MRw4XpHLKFsgwS6uttl8Ty3NS8fK+13Qlk5gsYOedUOvVAR8bCIJPJIJPJOF534ysULbnrjoyM4O6773a8vmPHDlx++eWteEsj6lE6H374YWzbtq2mMKBUKoVUKqUQTvH6/fffj5tuuqnu+tDBwUHj6x/+8IfxkY98pOb9MZqDGUN65NnqjRKAJChdbVF1wJWn9lpbKVB78NGazmrwTZWUbkjaauS5qazysF1rUFn+4NYbcdmGLuzcurbmmq6lBhGidHYqC8uy5IPNrZ5TYGNVwT2TnpffVy39KcV3P6cN9KnS6WevjUUrD2mv2jggWH2c4/iqnyVXKKNULvum8s7lS/I4Wql0dsQjiEZCKJasFR/4MLEASmc4HEJ7vNL0vpb0WmlhrdG6Tc/FnEY6y2WrJqWzLeZNOv0U/k4yoJ3N1aZ0ApUShkoJRElOGHa1te7cZwTDL75zO77+9Gn88Bu34C01JKZT5RtQXQCAOgG7sWdxHTxLEf1r1bA+qXSS60hM5joJvvlaoyUu4tncHo+iLRZBtlBS0ubF+2ULJTlW2tBDSWdF6exqi0kyK0KIku0xzGSLKFddXpZl4W+/NYLJmRx+/T9cvezHOcsBQ0ND+OhHP1rXti2b6rvpppuMr/f29hpfXyq4995761Iljxw5Ynx9x44dSKVSOHjwIO6+++6aa0SHh4fR1+e0RbLKubgQN8rORFRaYM8Tey2t6ay0A6jcNGnYS7Zg27w6XAJrRO2WWE6T6M5nsgqhNaks0UgYv/yu7XV+yqWFgXWVQITZXBETM3lpr/UjnX1V0jk+OS9neNsTwW99QmVxBAkFDDIBIImgSTHKNqh0tikqUhmdCe+HbkYJYGrdwDsUCiHZHsfETG7V1HTqvQibjfZ4VElg9YNlWXY/zQbstXqf1bzS5idIkJA36fS315J+uaKmM0+VTu/txWB6LleUk0ddLQp8YgTHj+7ox9gnbkN3W7SmWmi9JrFTK5cQLcgAcM2fAZt7VSIuJh/pdSpcMCZVWe+hSdcHIJe3xSJoj1dIJ33uiNT0fKEkn6N0wu5sdSzV3RZ1/NZruxOIRcO4OJ3Dxekc/vLrL+Puzx6Vy37uHe55L4zmYO/evbjjjjscr4+Pj7sKZQINTwn82q/9WqO7qAmiXrMV2L9/v1GhbRSivcsDDzxQ87Z9fX3o7+93/Mekc3EhBj4betrk4OWsUtNZWd7dHkMoFJKDHjrgEgPHtriqhlKbpFQ6q8upLeZ8Jqukt5nstSsJl6yzU/hGL84SpdObOPVVH7CTs3lZe6fPlHtBEH69ZUqunppOg9KZLzRY01lj/0Y1gKm1ao9MHF7hpFMouX4TII1C3AeCWqlLZUsqBHqImB/oBIjeX6+Wcx9QLY45U3qtDyGORyNynRlDem0QpRNQa8CYdC4NJKvPyFrg6DOpWaVTpFWHKHlh2NDVym2bKuPJNoPS6UivjYWNaqLpWdIej8hrL01rOqXSWZb3gGR7VNp2xf2mqz3mmFDoaotKgno+k8Vfff0luey5k2nj52U0F8lk0shLTAKZjoZJpykh1usGUm+4j0AtSmEt64qAoh07dtR4RP4QVl03NZSx/CCChDoTUWys1llSe+10Vk3kE7HtVKGQTcodNZ3EXpsTaqhdcyEG8uemskqK7konnds22n3anh9NB1Y6aUDSS6cr9UOmpEQ3SHutV59OH4XSs09njQN4He3koRxEAaNW11bWdAL2b7PSg4TmSPujVkIo9EHTa+k5WmuQUExROtXzttY2P25BQmISLkh9pSCJs4Y+nX51e2I5DXtje+3yhd6WSL/u3nVdpdVKqiOG23/w0gU7ruWEq7f0yL+FQ4O6ZkT+gX59xyJhxAxJ2EnD5G8iFpET7ucz9liFBiIK50EiFnEQzGR7zNHypjMRk6VEw69dwOhFO+l25Nw0Dn3vON74O1/C3317xPi5GYuLhp+QR44cwdq1axUFUgT46KqkIHaNIEgyrXj/Wuoy9+/fX5etNp1O47777sOuXbt8CWszPj9jaWA2a9cFdbZFcezsDC4Q1XFG64MoBj2UFMyTliluyZSmtNX1Pe1IzxVwLpOVD4tQqPXWvsXGljUd2JRqx5n0PJ44dhGT1XAaOqttQh+xEonB8gaPlFwdYkAzk3Unnb5Kp+zT6R7IAtTZp7NGpVO1ObV24C1my1d6kBBtf9RK1Kp01mqDpUh4pNfma0xcdg1Tq+F70wO9agkSEpNM42l7YpCVzuULfdJQr+ncuW0d/u0j78W6ZBv6etX6RUYFf/tf3orf/Ycn8XPvsMfJ9DpNGYgoULnWDO5aX6XzPEmkpS3ixPMoEa2Mg2hngLXdCUf+QldbVF7vL1ZDqARGzs7gww88jZMXZvFr938Pb7lyPbaSyWrG4qMpd93JyUlMTk4aX9fRaA8z0Z/z2LFjrusIcidsrX44evSoDBAyQZDYe+65B/feey8A4MCBA7j11ltxzz334ODBg9i6davrMdWbostYuhAEpKstChEKOU0UpIwWViFu5rmCU+lsI7OBgEZM86rSCVQI06vjGZxNz8vZyDVdCd8AmeWOUCiE6/p7cCY9j08++qp83RSgRNFnaAVDa2P90OmidFJrYNgnGTQi+3Q6n9aUQOiDpyBQ+jcGUDppv9FWD7xFgu1KVjoty5Lfey0BVfWg3aV9jxtoWnKtpJNa8PTUZXofcwsWoaB9E3Mm0hkgjKizTbW51xIkJMJIxidtVaTVqjSjdXDWdDp/yx3LPK291bimP4Uv/M67lNfos0Q4hPRrKx4NG1PYUwbXTFdbVG5PS4Ho81eMmxKa4wuojGv0R2tnW9T1mf/KuJqo+uC/H8f+n7jBuC5jcdDwXXfr1q04evRooBrDdDodmAi6YdeuXQC8VUNB/nbv3h1onzt27DASZIE9e/bgvvvuw9133419+/Ypy9aurdzYvHp6ClU26PEwlgYeP3YB//XTj+Nn3nY5/st/uFpZRklnRDRKrg6sLcsy2GudSied5Q+HQzLlzRQkRG0nW9ZUHganJ+fk/resktlcU33O5jXen31jT7sMchLw6geqw410Bk3eBKi91kA6yX7rGQjTCYn5AAqYCLACWq/M2fbalat0UsVNt4I1G8LxoCcpu6HQgNKp9ul0t9cG2S/9Xmgtpj3x5r8PPdArqxBf7+2FCkPdCrVY7BlLC/pkWS19lxnuoLWawiGkW9c7E1GH3T4eDctJIYpke9z4jKFKp22vDRtIZ1zJPBDvH7RO97uvnA+0HmPh0LA0smvXrsChNqlUSpLGerFjxw7s2LEDDz/8sOs6YpkXEWwWdu3ahQMHDni2QxF1r3fddVfLj4fRPHz6G6/hmZOT+NBnj2LkrNojSqbXtsVkXZxQN7OFkiQXovZEDxKi6ohYZrLgzuacSqcgWacm5nFqojJzv2Xt6iCdN17qTL/e7EO4Y9Gwg2RuNKifbnALEhK/ZRClRwQJmWaIxSA6HArVFSRUq9JZSwBLoxCD/ZVMOueIcrzUlM48Od9qDhIi50bOI702mL3WR+kMQNY7EypxFOdxWyzi66AyEUyTMsNYHtBdPaxaNwdhch0Jh5BuXU92xB09f9tiEeNv0NMRU1xcQOV5ZSKoiWjYcf9c25VwkNautqgjkfitV20wfp7vv3rBmBjPWDw0TDr379/f0vVNEATv0KFDjmUjIyM4evSokQSm02ns2bMHe/bsafgYBHbs2IHHH3/cVXk9ePAg0uk07r333prbpTAWF4+9dE7+fWTkorJMEJDutqi0bgnSSQf+grDoSidVDgRp6DSQG9rvU0ComuczWbwwVqlp6PdR+1YKfuZtlysPt3AohCv7/Ce9dIvt5TUkGgqVWR/o221x/Ac8XjWdYr8dCf/Bswlu9cBuyJJ1Wt043U6vXbn22mwNgTaNQkxiifuCHxRFsoGWKfrATQ2/8v/MsUilbRSg3h9zheBKp1CzdHttkG1NpHOlB6+tJly+gev2moGf/6GtuKIviYG1HXhnNYxJJ43J9qgjvbaidDqvsW5DEFBXW8xIUE322nXJNsc9tSMRxQ9sX6e89tHb36D8W0ymzuaKeOzlc2AsHTRMOqempvDoo4/i85//PD75yU/ik5/8pOf6l19+eaNvKdXFO++8UyF76XQau3fvxq233uqwwQKVliX33Xcf7rvvPhw9ejTw+4n3ePzxx43L77//fuzZs8dBgg8ePIj9+/fjwIEDrHIuQ6whgxJB7gQE4ehsi8qwFPGaqdZI3DjFgH9eseRV1xHJlIQUpGVYjj0rf/0lKfm3SK+9hiTRrWS0x6M4c//tuPipD+K+PT+Iz/zG22T/Ti/QBNtELKz82w/iQTiTK8IiHl1BpILY9IS9tmSo6ZzVerHWCkXpDJBqKgb9sUi45XXAwl47mysaCfdKAJ2MCJLC2gjE95kJSOJVe21thNjLXquGX/mfQ6FQSN4LjW2jYkHSayvXmezTWbBTL/2gX6NthgEuY3nhQz9xPQDgfTf1t7xMYLVg+6Ykjh74MTw/9H7pDnIone1xB+lsMyTPVtaNOUhjl6H3pngf/Zrc2NPmuKeu627D5jUd+NXdVwIA3nzFetyk1e/+9vuulRN0jzw37vp5GQuPhu+6O3bsQG9vL+6++2686U1vqikxthHs27cPO3bswJ49e+R7joyMyIAfE26//XYcOHAAqVTKN2n24Ycfxp49ezAxMSFrMg8dOoTe3l6sWbMGDz74oNxHKpXC4cOHcfDgQezevVsGB+3cuRNHjhxpSRsWRusxSdqRnCYBFIA9297VFkMXUSiLpbIyky9u2GLAJcimqjZVtpfJlFXiUCiWZZIbtYLtuHwtIuGQQmCuv8RpO13JiEcj+I9vDT6BRe04V2xK+gb/UIgZXMuqDHTF75WRSqe/TU8ECZnstWKSoV6LmEI6C0HstaJNResHajRGf2qusCLVpYVUOsX3OTVfu9IZNbQ58AIlnfmSXtMZPDlWoC0WwXy+pNlrhUXWn7h2kskfgCqd/u+vW2nXdLG1drnjd378Orz1qg0cGNQCUMeNfk9LdsQc95JELIJIOIxELKxMSCU7Yo77QyIWcSWd+jNwY087Xj83o7wmMi0O/Keb8KM7+nHdQArRSBhX9iVlkNC7ru/D154+jSeOXXRsz1hcNEw6U6kURkZG0NMTTGnJZDKBa0D9sGvXrppqRFOplGfqrb7voOsK7Nu3z6iwMpYnaNraBRL3TYllVyIqFUqgMgA19Y+zlc7KMpWYhqvrqEonbaZMlc6ORBRvuLQXR1+3U5Gv7V8dSme92LP7SnzmWyOYzRXxYzf117QtncGdzRXl7yTttYb+ZDpse61J6RR1u/URFlXp9LfXSnVpAUgn7YU4myuuSNKpKp0LUyObmSvAsixfO3a+gR6wtH1PXpvMoAPLoLWibfEIMKv3Ki5Wl9XSp1NtmRKE9Opp1SvxPFxtiEcj0gLKaB3050RPe8xZ01ldpyMeRa6gtuTS7bltsbCxvUoiGnbcPzf0OO21IsMhHA4pv/+f/+LN+NDfH8V/eONm3LxtLbZu6KqQzrNMOpcSGiadu3btCkw4gUpN51//9V83+rarBuPjtjUgmUw2jbAzvFEslZEmFrZzhHTOaTWbNEgjWygpQS1S6ZSEsiTXE2ivWsv0ZEra27BXm5l/42VrJOncuqFL2u4YZmzflMQ3P/JefOvFs/hPb6/NjUGJ00y2iHXV8qHMfOX36QlgrxUDfj31D6A1nfXdjukMc5BU01oUokbRrXx3K7OuU1U6W2vZFKFlhVJZUd3doLZMqe331u9rFEqQUFDSqbWNsiyrLqVT2NFpkJAf1mlBYltWSQ08g9Eo9OtrbXdClovY61T+LXrpiu3i0YiDtMajEWOrrkQsrCidoRCwrjvhCAEcWGsup3n7NRvx2B/9sPy3qPN9/dx0oAk6Rn3IZDLIZCoKM+Urbmi4oEe0DAkK7llZGwYHBzEwMICBgQEMDQ0t9uGsGkxqzezPZ2zVU7WWhZV6pGy+pLZQEDWd2oArS8iBnCVMeCidGqmkM3y/8/7rA3+u1Yyrt/Tgrl1X1mxjpbOySi/WueBKp5h8yBedpFAQxUYSGDs0ldwL8/mFI500pZC2q1hJoOm1LW9BQ87FIHWdhaKtrNeqdNI6TD0VuR57bUKr6SyUyihXa6SDkHVhc5/NqbXzQdJzgw5cGQyGCl1pXJ9sc9R0imubTpyK56K+vSCXOgfsSESV7dd1V95HT6cPOmF0WbWkZjpbxEVSKsVoLoaGhiRHGRwc9F2/4WnZJ554AtPT0+ju9k8Pe/LJJz1bnTCcGB4eRl9fHwCwyrmAoNZaoJIUK2bLqEUyFgmjLa4pnZRQVgdEMr22OlCaN1hwRU2nCIOhSie11wKV8IT/8t6rsLa7Df/pbY2HczHcQetPMoR0TtVQ0ykGxtmCu9LZiDWzPR7B5KxKgNwgW/UsgL22WyGdK1/pbHXLFKVGdr7g2/onX7KPrdaWKUDlHKm4NzR7bR39Px0Tb4ojJIjSKbYvo1AsK32O/aAHh10SIHyMwWAA/Vo7tlAoJHuTC4jJKTpxKiZr9eeMaHGUbI8pqeapjrhy/9zQU5koEv1CBYLmMdAch9fPzSi9QRnNw969e3HHHXcAqCidfsSzYdJ55MgRbgXSQvT19aG/v7YaNEbjuKCRznyxjKm5AlKdcSURMhoJS3ssYFA6qzP4Mrkxb1A6ZcKt2jJlcobYazXSGY2E8bH/dFOdn45RC7oN6pJlWTUpnbq1kEL83o0onbJmuBCgZUoNg/VGoVuTVyJoTWeQ2sRGQFX3IL1PG2mZAth1mPpkBq3xDEo6E5pqSsPUgqjutCXDTK5oK50BbMPJ9hiuG0jh+dE0AOC9b9gc6JgZjNWOHZfbbsYfvHI9AOcElknpFKn+uhNC2Py72zTS2RlHP3EgiHHWuu4ErtqcxMunM7j3rjcHPu7LSFu0k+dncfO2dR5rM+pFrWV/TXlC9vT0YM2aNb7rjYyMsK+asSwwYbBjnM9kkeqMK0mO8WjYUfuktkzRlE5DkJAgDILcCDXNLUiIsbAw2WtzhbKslzOFIujQrYUUjdZ0AvaERTClsxresuD2WlY6GwWt3Q5mr61dkaRoj5knM3JKTWfQ9Fqh9juVziATID0dKuEW90lTfZgJe3/0Wnz4gafwK7dcgWv6U4G2YTBWO9Yn2/A/fuoGDL92Af/fL/8AADiChERdN73fCweQKUgIcLYxSnXEseNym0fcXO3FGQqF8PX/sRtnp+ZxbQ3X7aZUG6KRijPt5MXZwNvVgpMXZvGz/+fbuG4ghb/4lcGWtyBbCWhKkNBDDz0UeP3t27c3+pYMRssxbWhJcD6TxRV9SWUgF4uElcG7bkVLaDWd2UKpGqDhnOVf01VJVLw4nYNlWdJe25mI1hwCwmgeFNJZJU4iREhf7oY2WdNZdoQazDehprNdTmr4q4m5GgJYGkXXqqjprHyuUKg+YlcLki5WbzfkNVdGrdAny/T9RiOhwHY3sS9x/plq373Q22knzk7O5CXpDhqidvtbLsPtb7ks0LoMBsPGh37iBuXfessUo722OkmkT6ZKpVN7bvZ0xtHX24473n0FRs5N43/99JvksrXdiZoTpyPhMAbWduL1czM4eb41pPPBfz+OJ49P4MnjE/jhN23Bj+8caMn7rCQ0TDq3bdtW0/rcs5KxHGBSZSaqdlfa5L5S00lIZ76kDNBs66xKTOcNQULippotlDCXL0m1lVXOxUUiFkE8Gka+WJYBU9QWFChIiJCRXKGsnDN2y5QGgoSqD/Yg6bULWdMZj9rf3UolnYI8dcSjLXfyJDsasNfWWdMJqOUAAGqytgq0aWp/1uD28ALtrZmetZXOINcfg8FoHqJhf3vt+moNpU4WxbOPTqBFIyF0xCu1nn/2izc37Tgl6WyR0nl2al7+/fLpKQBMOv3Q8LTsyMhITesHseEyGIuNacMAWaQm0oFcLKoqnfMOe61omULWyZeUPndiwLW2y745T0zncG6q0qZF7zHHWHhsqKZfnq/+JlRlChYkpE46UMzJms7GgoQAJzkwQajsC0E6Abuuc6Xaa4WleSFqZDsTURniEUTpLJQaJZ3VVGTtnK2n16ujrt3gCPECrWufnM1J0h2kZRGDwWgedNeEUDjpM2xdddyiJ0eLCVjqgunpiLdkwm6gGhg2eqFFpDNtt9I72aL3WGlomHQ+/PDDOHHiROD1P/GJTzT6lgxGyzFbJZ00fVO8VlCUzpAyeM8Re208GpbWM6piVdTQyr7CoZDseUVnBC9M5zA2MQcA2LKGkxYXGyL98ky6MrN5qvrbAMEmBejEBJ2UsCxLkpam1HTW0jKlxaE3AuIaml2hSqe4lltdzwlU6pvE9zlTo71W760XBG6TGeIz6/VaXtDrmhWlM8B+qOPjwnROKudJ7lHMYCwoOrQJUnFt0nuMIJvrNKVT3AeovTbVIrfCpVXSefLCLCzL8lm7dpwhSicdEzDc0TDptCwLW7duxQc/+EF88pOfxKOPPtqM42IwFhVClVnbnZDKwkxOkE61ZQqdpZ8n6bWUaLjVfbZXLSWAOpM/NZeXN7F+bmS+6BDx7WerSmfFSlNp9UBT8txAzxEawpIr2L0KGyOdarsdL2Rln86FCT0Q4RLTK1TpXGgSL86T2QC/tZggq6X2ksKtT2c9CcjtsqazPqWzPR6VhPu1Mxn5eg/baxmMBcWaLpVIimuQ3g82Vp+Z61yUTlqLHbQuu1aItimzuaKcMG4EF6dz+My3juGV8cr958ykvU9T+CTDiYafkuVyGVNTU5iYmEA6nW7CITEYiw9hr+1qi6GrLYqpuYJUFvRESFXptPvH0YGUW00nvUnTmfyJmRxOT1aVzrVMOhcbutL50qkK6dy+KRkooEVPOBaYJe02GiGdHbUonXJSZGFIkrDXstLZHMj63Zz/9ymUznrapQDurXjqqQvWlU5T7bsfNq/pwMunM3hhbEq+FsTezmAwmge9hZsYu/zU4KX4+2+/jiv7knjX9ZX+8p2JKJLtMVkOIBxdW8hkeiPPPi9c0We38nh1fBp9vfWPpXKFEm75w6/j2NkZbFnTgReG3q8QWdpXneGOprVM6enpacauGIwlgdmqKtPZFkVXtZ+UrXSqiZCxSBihEGBZlQGoSUnSazol6SSDLTpj/8p4BsWqospK5+JDkE4RHPDSqcpM59Wbg/WncrPX0rTZjgaUMkFq6YSIG3KF2glDI5B20BWqdIrwplYNnHR0SqXTn3SK86HeVF2h3jqUTsP9y3dfmmqq1L4HPBe3VEnni6ds0slKJ4OxsHAqnRXSeeOlvXj1//ykY31KOsWzdID05AwygVYPruxLyrHZk8cn8I5rN9a9r6eOT+DY2RkAFSvt82NpJbhvcnZlPt+ajab5qx599FF88pOfNC770Ic+xLZbxrKCHe4StQd5pprOaBihUIi0RCnbLSkIiWjTLbiGQVtnIiqjyEUTc0CdEWQsDjZWH5Qz2SIy8wVpr7l6S7DJNrcgIVXprJ8EimbdtIesG+oJgWkEnSJIqEUDi8XGfG6RlM4AqrZQOmN1tlxqd7HXzsuJi+BEW1wDgmzS4w86ASIGqiJkDQjWsojBYDQPem9cP3ssdXGJUpUr+rrlazde2tvEo7PR3R7DjZdU9v2N58Yb2tcJre3Kv71wVvl3ejaPcrn5daMrDU0hnbfffjt27dqFPXv2GInnxz72MRw7dgx33313M96OwWg5sqSXYZem1Cj22qptTVrH8kViXyRKJyUd+aJS0ykQCoXkzfs5Qjr713KQ0GJjU8quS/nZ//Nt+ftdvTkY6VSVTvv8mSN1eY0oZeI8zPsonaVyWa6zEH06AXuAYup9uxIgaivbF1rpDGBXlqQzUl8ypFufzmwdExe2VbfSq5Yef1CV/7qBlOM1DhJiMBYWetLs1g3euQa//h+uJutWyOa1/Sn84QffiJ952+X47fdd1/yDrOI9b9gMAPi3F8/iwnTWZ213nLgwo/ybui0AoGxZmM4WUCiW8YeHnsZnv1NbZ4/Vgoafkp/85CfxwQ9+EDt37sR9992HXbt2Gde788478U//9E/4/Oc/j5/6qZ9q9G1XDcbH7dmZZDKJZDKYnY/RGGgYkN3ywax0ApUB1eSsUDq9azrnSZCQPmhLdcRwcTqH185MA6g0nO+rqmyMxUNfylabv/H8Gfn3VQHttXGlT6dZ6exsgLSI89DPXpslhHehSKewP65U0iks0o38frWgoxZ7bclO0q4Hdnpt4zWd4nwrWxaKJUsef2ciGjjk6Katax2vsb2WwVh4bFnTIcMO+3q9xyg/87bLkZkvoLczjs3EufXffvTalh4jAHzgBy7Fn3zpeRRLFr70xBh++V3b69oPbY8CAK+fm3ask57N4/Azp/EnX3oeAHDztnVKXelKRCaTQSZTcX5RvuKGhpXOw4cP4wMf+AD27duH1157DZdddpnruh/4wAdw+PDhRt9yVWFwcBADAwMYGBjA0NDQYh/OqgEljiJ9c9alphOgjc+LxvRaJUiI1HTqg7aUVqC/saddEgrG4mFgndPi3BGP4KqgSmfcbK+dr8NiaEIsoNLZrPerBd3VSZupuZVJOsV9YaG+T9ELr5YgobrttS59OmWv15paptj3sflCySadbcHJ+s3b1kq7nADbaxmMhcff/cbbcG1/D/7kZ2/y7bEZCoXwa++5Cj/91ssX6OhsXNvfIyeHvzh8su796Om0I2dnHOukZ/P47svn5b+/SSaoVyqGhoYkRxkcHPRdn0ezSxzDw8MYHR3F6Ogo9u7du9iHs2pASaEehKL2vqvcbNuIdSxnaplC7GOVms6iYx3AWRvBIUJLA2u7nL04v3z3LYEVGrcgobkmKZ1CyfIjndTau1AkSdgfp7OFlvRKW2yIe8VCKZ2diWoacC3ptQ0qnblCWalXqqcuWO9nLOy1XTV8b6FQCL9yyxXy31f2BUuPZjAYzcXObevw/T/+Ufzqe65a7EPxRCgUwo/vHAAAfPeVc8rEay2Y1NJpTX0503N52QINAE5NrvzenXv37pUcZXh42Hf9hu/WtbZJGRlhn3Mt6OvrQ39/P/r7+9lau4CgxLFTs9cWtT6dYj2xnWlA1q4FycwbiCkApDTSeVXAoBpGaxEKhZRAp+//8Y9g57Z1gbcPFiTUOOksWxZKZXfiSR+4CxUkJJqAF0uWozZwJcBWOhfWXhtE6SyWGmuZovcXln830DJFbD9Th9IJAD//jq34j2+9HFvWdOBj/2lHTdsyGIzVh3dcU0mtzRXKeObEZF37CNKHMz2bx+gFO3CIBp6tVCSTSclR+vr6fNdv+ClpWRZOnDiBSy+91Hfdp556akXOdDNWHmivTaFmiZl5sSwUsgf7NHDDZK+NRcOIhEMolS1kCyXXQVuPZq+93hCcwVgc/P1vvh2/8tffxU8OXoJr+1M1bZtQajptUkhJWCMtU6h9slC0EHHJVsnW0RuxUSTb7c81PV9YsNYiCwWZXrtgSmc99trGlE6gcq6Kz1hPr1edwMq2VIna7LHRSBj37fnBmrZhMBirFzcQS/7zY1P4gSvW17yPIKRzYiaPkxdtdXM1kM5a0bDSedddd2HHjh34xje+4bneI488gptuugm/+qu/2uhbMhgtR44k0Or2Wmm9jUVkLYNd01mSg0GdUNqhHFQN1aPH1QEYk86lg5u2rsVTf/I+fPi2N9S8La1nMwUJhUMhZZ1aQe2TXm1TaG3ewpFOmwFnVliYkGVZdp/OBW6ZMpvzV41zTbLXAo0rnQ7SKYOEFuZ7YzAYqxNruxMYWFtxKj309Om69jExU7HXXrJO7SawsadNOt7Sc6rSeT7DpFNHw1Ozt956Kw4fPoxdu3bhpptuwu23346tW7cilUohnU5jZGQE9957L0ZGRnDnnXdyci1jWUDO5MejiFSVzplcEZZlSYsibZFgt0wpKT0+KRKxCGaylaAhQTz0II5NPWoKnKlFAGP5IRIOIxYJo1AqK4P3OTLw9gtj8AK1T+aLJQBm9YgqnQtlB+0mQS8rjXRSpXqhW6YUSmXkiyXEPUKC5H2mTkLcpiidRfJ37TWdepiWHSTEQUAMBqO1+KkfuBQf/8qLOPzMaczmioFq8MtlCycvzmJzb7t8dr31qvU4SYjlhp42lK0KwTxxfkYpmZmayzv2udrRlKfkvffeCwC4//77ceTIEcdyy7Jw11134ROf+EQz3o7BaCksy5IWyLZYWM7QF0sW8sWyonQKtFOlUygf2k2NNlq3Sa06aLtaq+Fcn2wDY2WgLVYhnWqQUHN6PFL7pFfbFEp4F6qmk6r3K61tylyeBkEtrNIJVNROL9JJywTqQXtMDUADKr1eRYJ3Lem1epiWKFdYqAAmBoOxevHeN2zGx7/yIvLFMv7iqy9i/0/c4LvNHZ/4Lh783gl86Ceul6+9+Yr1+IfHjst/b+xpR7ZQxvlMViGjADBdvcf9weeewleeHMPvf+ANeP/NA835QMsUTYt9u/fee3Hs2DHccccdeNOb3gTLsvCmN70Jd955J44cOcKEk7FskNN6GdKgi+lsIbDSqdvtEiRsSDZX1wZtN1ySkn/vusG/KJuxfBAXvz8hhW6qeK2IKUqnV5DQwttru4mStdLapszlFl45pueKX12n230mKNq0mk5A6/XaSJCQSK+tMUiIwWAwasVbrlqPndU+v399+BXfe+e9h1/Gg987AQD42Befk68PrOuUVl2gIgykqhOrJ86rpHNmvoBSuYw/+/ILePl0Bj/3F99uymdZzmjq3f7yyy+XqieDsVxB1aBELKIEXcxmi2alUwQJEduYrnTSsCE3e9qGnnb8f788iE8+8ip+60euadZHYiwB0LpfAbdzpVYoNZ1eSqdir12olilE6cyuNNLZnJY3tUBVOr0HTmICrV6lk06ciXOn3l6vlPjW26eTwWAw6kEkHMbv33oj3n/wG7g4ncPev30Cn7jzzcZ1C8Uy/uc/PWNctqYrge2bkhitBgb1r+3AxWrI0NhFlXTO5Us4m7brOjlHtUV9OjOZDB599FEcP368FbtnMFqKnEI6w+gm6ZszlHQSO50YUE3N5eWNRR+EUgtu1qWmEwB+8Z3b8Z3/+cN453WbmvBpGEsFYoBOiYoYwDcaQkNJZ2GJBQlRJSuzwmpc6G+5UCS+oxalkwSi1QNF6SxU07sVtTw4YXT26RTptUw6GQxG6/Gu6zZh940VB9nff3sER0cuGtd75LlxV1fOmq4EPviWywBUnqG3/+Bl6K12HZgj90aBY2enm3DkKwdNJZ3/+3//b6xduxa9vb3YvXs3tm3bhkgkgt/93d9t5tswGC0FtT/GoxFlUDRD7bVk0C4GZzRWW6/TSxBiKtdZoIEqY/Ehahsz5GHWLKUzFlDpFDWVodDCDfYj4bAknistSIgOMhbq++ysQek0tW+qBdQybCud9anlVG2dz5dk+i6TTgaDsRAIhUL46zveLMMhf/PTw4rIIPDgvx933cearjh+5m2X49EPvwff/Mh7cfWWHkd/dYpXz6ikkzpFViOaQjqnpqawfft27Nu3D5OTk7AsCz09PbAsC5Zl4WMf+xiuvPJKnDhxohlvx2C0FDlNDeoiNWmzOap0RpX1gErYkIDed1GoDRenbWK60noWMtwhWodMEeIlagKbaa81PUQFxIRHT3tM9p9dCIiHcnp2ZSmditV0oUhnW+1KZ7322jaNKNJ9ArXaa+1zND2bR7lqCeH0WgaDsVDYmGrH/vdXgoGePjGJe774LD75yKvY/hufx96/eRzlsoXnx6YAALe9+VLlHhcJh5BsjyEUCuHmbetkd4FUpzvpfObEhPLvyZmV9QysFU0hnbfddhu2bt2Kw4cPo1wuo1wuY2JiQv790EMPobu7G7feemsz3m5VYXx8HGNjYxgbG0Mmk1nsw1kVoEpRIhZW7IHT8+aaTlOghp5mKXpyXiCks4sHXKsGonWIqnQ2x2JIt583WHwEBOlMeszMtgJruxMAgjXYXk6gpG+h+nTWEiSUa1jpdJJOJYyqhs8ci4Rl4NVZ0jS9iyfeGAzGAuJ3fvw6vPWqDQCAP/2XF/Df/uZxnJ3K4v5HXsVPf/xbePl0hXReO5BS+nL2dsaNrc16PUjn91+9oPx7coVNvGYyGclRxsfHfddvmHTef//9SKVSeOihh3DLLbcY19m1axeOHDmCyy+/HH/6p3/a6FuuKgwODmJgYAADAwMYGhpa7MNZFaBKUTwaUWbiZ3MFOxEy7qzppNCVDzHTf4E0DKb1ooyVjaQgnfP2Q0fUjSTbG5t8UC3g7kREvB9tY7IQEKSTqvwrAYvRgqaWIKFmKp1iX9k6E5BDoZCceDmTnpevc5AQg8FYSEQjYfzJz91kXPbVJ09Jx9qP7xzA9k1Juay3K2HcxkvpfG40rfx7cnZlPQOHhoYkRxkcHPRdv2HSeejQITzwwAOB1n3ggQfwj//4j42+5arC8PAwRkdHMTo6ir179y724awK0JrORDSsKJZzuZKxTso0+NLVKzHwW4w6MMbiw1TTKWockw2SQDpwF+qpCTbJXWCls/qwvrjClE7aXinh0S+zmdDvR27Q+w3Xg3A4hER1W6l0FmyiW6uCmqxOso1PEtLJ90AGg7HAuOGSXrznDZvlv01q5ZV9Sfzwm7bIf1+j9VEX0Emn16TuxAqz1+7du1dylOHhYd/1GyadVo0ZwL29vY2+5apCX18f+v//9u49vK0zvw/8F7yIpCSCh9QVFmlboDWeuy2QQjKZzWUswJ5MJklrg1a6Te8UEfeWKdMhrGx3bXc3pcGZYdNnu61JObvps9ndSmA8SZq2iQkp7bTJZCgB4xnPfQT4ItmULIk4BClexMvZP8D38AA4B3fg4PL9PI8fQ8AB8BJ8CZwffr/39/b2ore3F1arNfsdqGj3N5O3TNnT0oyW5kRJxcr9Td2SNb0sR+o6vdQ1ngDLaxvJbqZTE3SWKAjcn7KtjxGRZWWmszRS139Xgvb9aDnDFjSp+w0XSiwjEOtXi9l2R8zzeWY6ichkf+fnHgGQaKz3+//053De+yn1Pe1p54MAgDOfehiffvQw9rQ04Qu/oL+NXU9KBtR+uNPwOeutvNZqtaoxis2WfW/5ot/tJUnK63gGnVTttCdrokHL3j0tiK9uYGV9U7dkTW/rk9Q1Xget6aUZnUWWVVLtEOsol9Y2sL2tYHN7W51LxQaBba1NaG6yYGtbwXKGksvFe+aU14oP5XoLOsXvr8liUQPBStjX1oLFlY2MazpT9xsuVEdbC+SVjaLXdAK773fzsRX1Oq7pJCIzfH6gF//9n38Wba3N+PCxLpzqP4if+cgR/P433sEzP/EQgMR73H86dxqb29vYY1DNcrAz+dzu+OH9+ObbC7rH1lszvXwVnens6enJucHN4uIiYrFYsU9JVBKr9zfx2d8K4hfGL+HO0u46yzWd7IXIWq6sb6nZDe23/Pt1vq1PzXQe6epIO4alZY1DZDoVBVhe30zKeBa7ptNisahzMLdMpzmNhJbWNpMqCWqdKMVva23SbTBRLuK95V6G8tpSZWHV/YV1t0zJ7/1LlJFr1x2zey0RmeWxh3vwYU3Z7AM9e/GPfv4jeKBnr3pdU5PFMOAEgEPW9qR/27o7DN9z662ZXr6KDjrdbjeGhoZyOtblcuHZZ58t9imJSuLSmzfx5z/8AF/7/i38ym9/Tb0+ubxWZDp31mOub2JVJ9Opl7FMDSgPd7WnHaMXrFJ90mYX4yv3k9Z2liLjLeZbLo2Eig1y83VAU35UT2taiu0OWyhRql+JTKfIZor3vaQtU/J8XEknw84v3oiolnXtbVU7cwPA4a4Ow3O7TEsiGkHRQeczzzwDq9WKEydO4Hd+53fwxhtvqJnPeDyON954A1/+8pdx4MAB9PT0YHh4uOhBE5XC927I6uVv/PiOGmwml9cmZzrvrW/qNudIPYlvsliS9k4E0oPOrr2taGkuya5FVAO06zbjqxtJmc5SlLvuzlH9DzVFUXa712botlcOBzTlR/VUYiveC4oJ6gqxT/N+ZCS5YqPw9xlR0bG2s6ZTZDr3tDTlvdfrgwf3p13HoJOIapnFYkl6jz1kbcMxTaZUK1N1SiMoybt9IBCA2+3G2bNndUuMFEWBw+FAIBAoxdMRlUTk1lLSv9++fQ8fslmTu9fuvJGIEy/tInBtdiN138N9bc1pfwupi80z7e1E9UfboXZxZQMbmnlWim6yanCg+dJEa3ltE9s7jd8qXV7bk5TprKegc6fqoaWyXx6J5jsr942DzqRGQkVs59LemnguEWyK4DPfJkIA8PDh5KCzWdMdl4ioVn3qQ4fw+rcT+1Qe6erAYw/34Fvv7C4n/OSD3fj2u7GseyvXu5K928/OzuLixYt4/PHHoSiK+t/x48cxNTWFq1evsvsqVZU7KRmXazcTGfr72rK0lEyndo+lTOW1euWSqUFm9z79PZ+oPmnnRHz1PhY1+3UWu2UKsDsftWv5tJIyqxUur03+2eunvGh9s7h9MAu1ry2/8tqi1nSqX2aILVMKLyl++FBy0Hmgs62ia2GJiMrhnz3zGHp79uKnP3IY/8OHD+ORo7sdbKW9rWq1T6MHnSWta/F4PPB4PAASTYO6uvT3tCGqBgspQWfkZiLzKTKdLc0WtXxMBJ3a9Wjak67UDox6mwVLKdml7v3MdDYSbaAXX9nA/aRMZ/FBoJiPawZB5+LK7tytdKazs2P372OpjoLOtY3dRkKVtDeH8tpSNRJS13Sqmc70Rmq5Op6S6Tyis86diKjWnDzeg+//9l9R/5363qY2o8xQndIIyvZJyYCTqp22Yy0AXNsJOsXaTu1m76KRUExTGqgtWWtqsiQ1ydALOltbmpIWl7O8trFos5mpazpLEXSKIMAo07moaVxUisxqPjo1HUozNTqqNfd1mopVwr62xPNl6lRcsi1TUrrXLu08ZyF7DNukjqS17nodvYmIat1Rafe97f7mtvqe3eiZzqKDzueee66sxxOVS2pDExF06jUHyZbpBICj3bsLx1OzmoI20LR16y80p/rU3tqsdrhbXNlAfCfzuK+tpSQNpcR81W5poZWc6axs0NnW2qwGG/VUXrtmVvfavBsJFbdPJ7D7Db3ovlhI0NnUZMGHH9j9QlqvozcRUa2zaYLOlftbSdtcvbewgi/87hz+8se3zRqeaYo+07l69WpZj2908/PzuHHjBm7cuJHzfqiU3fa2on5jL4g1nWtq9mL3z0NsUbCxpW0ylBJ0ak6gjMoXtfs5GXU3o/pksVjUDOPS6gYWd4KvUmUds5XXardoqXR5LbC7rrOeymvFt9aFlJoWY28OazqTymuLGF9qpvOemuksbHXO48d71MuD9gMFj4uIqFp96IHdHjZ/7dPHk9bh//LEZfzO5Wv4B69+w6zhlUw8HldjlPn5+azHF72mMxQK4cSJE5AkKeuxsiwjGo0W+5QNxel0qpdfeOEFvPjii+YNpo5oT8w/cqwL339vEe/HVrG5ta0pr9UEnTpt/VO3IbB1d+he1trcUtTLDxgcQ/Wrq6MVd5fWEV+9r2bUS7VnZrZGQtpMZ6X36RTPeXdpva6CTvWLgwq/nrk1EjL+giwf4ssCkaFeUjOdhZ0+/MbnP4rZb7+Pjc1t/PKpvoLHRURUrZqbmhD8n934vf8WxRd+4aP4va8lYp+l1Q28e+ceAOBH83HcXVpP2lKs1kxOTuKll17K+fiSNBKKRCI5H8tOdfmZm5uDzWYDAHb/LSFtWdqRrnZ8/71F9XoRDOzRrulsSz9pSy1Ze+YnH8Jrc++ie18b/u5nHtF93v6jnfj2u4k22s5HDhb3Q1DNEVnN+MqG2rCqVAGLmpEy2DJFBEjtrc0VX4MI7AZKy3W0pkVkj1O3TCo3bamWkfUS7dMpSrEXVzagKIq6JreQ8loAsB/pxLe+9ItobrIkvccSEdWTnzhxCD9x4hAA7Q4I95OOCUXv4snHHqj42EpldHQUw8PDABKVmdpEmZ6ig05JknD58mUcP35cvW56ehoulwt2uz3p2Lt372JwcLDYp2woNpsNvb29Zg+j7mjXvWlLXlfvb6nBQFJ5rV6mM6Vk7anHjuHdf+NBk8ViWM429ksfw7ffWcDnB/rQe2BfUT8D1R6xTc7C8jq2d5LepSp1FfN1zaA7nsh0Vno9p6BuvVFH3ftE1s+sTOfG1jY2NrfRqrNPqHiPs1igriUuhAioN7a2sXp/C8urxWU6AaBjT0kb5xMRVbV9OokLoPaDTqvVmldCrOh3fpfLhccffzzpOkmS0N3dndbBtqurCy6Xq9inVIXDYYyPj6OnJ7FGJBqNwuv1qtu2lJLP50N/fz9GRkaqYjxUHG1Z2kHrbmnDvfXN3Y6USd1r9cpr099E9IJTrY8/2I03vvRLeY+X6oMoo7m7vI6mnaoPvT1dC9G+J3Om06ysnCACjRWDRke1SH1NKxx0at9n7q1vQmpJ/51qmxwVU2EkpXRdFpnqQjOdRESNxujc8HZ8Tff6elV00Hnu3LmyHm9kYmIC4+PjCIVCakZVlmWcPn0aFy5cQCAQKMnzAIlgcmJiAn6/vyrGQ8VLCjo725Ou3810Zi6vNaNEkWrbQRF0Lq2r86dUAUt7jms6zcp0qkFxnQSdm1vbapl+pYNO7b7AK+ubuls0rZeos642Ey/fu6/pXstsJRFRLvYZBJ3i/bRRFN299uTJk2U9Xk84HIbP50MgEEgq4ZUkCZcuXcLMzAymp6eLfh5haGioqsZDxdNmWw52Jmc613W61+q9YVR6mwSqfSLTeWdpHbfj60nXFStb91qxT2eXCU2EgN3yWqMtXWpN0j6rFQ7ktd+aG62RXSvRHqLan+3O0rq65r1UGXoionpnlOmsp32rc1GT+3SePXsWkiTpluqK671eb9HPAyQymKlrU80cD5VGcnltcqbz/qZoJLT75yHW4mkx6KR8iaz68tomFpYTQWepts4R8/H+5ja2t5W023czneaU1+5Vy3/r40NW24XX2mFOIyHAuIPtbqazuI95bVb1g8XV3euZ6SQiyolRpjPTXsv1qCz7dGZaP1LsPp2yLCMcDmdsSOR2uwEAMzMzRT1XNBpFJBLJmOms5HiodFbva8trdwPKlfUt3QxB9/7kk8omiwUtzezETPl5+FB686hSBZ3a+aqX7VQznTqlmJXQLtZ0Zui4WkuSMp0mNRICjE9axNreYjOdHZrnurW4u/6IazqJiHJjlOmspy3EclGSfToPHDigNs8BgIWFBQBIuk5cL8tyUc8XDAYBIGP2UewZOjs7W1QTH5/Ph/Pnz+PixYtVMR4qHe1Jec9+bdC5qbtPZ3fKiXrHnuKac1BjOn6kM+26Bw+WpouxtmPy2sZW2odc3KQ9JYWOLOW/tUYE8YAZ5bW7v2ujTKdYO1tsRca+pEznbtBp1jwiIqo1zHQmlKQ+JhaLIRaL6V6fqtgT9dnZWQBAf3+/4TEiACwmqzozM4MzZ86oAaPZ46HSWtd0+NQGlPfWN9VMjPakvXt/cnmt0ZYoRJk8dHAfmiwWbCuJ8te21iZ8+IGuLPfKTYcmuNBrJmR2eW1HW72t6dzdb63i3Ws13bSNXs/1Eq3p7NC8191ieS0RUd6OSh1J//6pRw/hL354G/e4pjM/drsdsixje3s7638LCwtJ+3kWIhqNAkDGYFBkWAvNqsqyjAsXLuSUlazEeKhwt+NreO78X+Kfz3wraZ3bxtZu0Kk9CV9Z31RLb7Undnv3NCet8TzStbsOlChXLc1N+GjvbpDZf6RTd4/FQiSX1yZvm3J/c0sNTkzbp1NkOutkn05tWVSlm+pov/Qy6la8VqLutdr3wQ9YXktElLfUhoGffvQwAGCJQWd+XC5XzhuDGjXbyYco3S31sVo+ny/j9iiVHg8V7l/9p+/j9/5bFF/6o+/i0nfm1eu1J2ptrU1qk5OV+1tqZ9sOTQmbxWJJKsMt1To8ajyjn/8oOttb8IkHJfz3f/7zJXvc9gyZTm0pqHlbptTXPp1xE19T7RcMYounVKVqJNTUZFGzndqgk91riYhy96VfHcDBzjb8+y/8jPql3b11runMi8/nK+vxxSgksxgMBtHf35+1Y22lxjM/P697vdVqzTnYb2TffGs30P+LH96G+5MPANg9UdvT0gSLxYK9bS2JgHN9E6vr6ZlOIFGGe1NOlJfZuhl0UmGGPvUwPD/5UMnXBGu3+EktuYyb2GlVEF/sbG0r2NjcLlmG1yyLO69pe2sz9rRUttxeG0gaZzpL00gIADr2tGD1/hY+iGsznSyvJSLK1a89+Sh+7clHAQDvLfwIQGKpV619HsbjccTj8bTrjeIVraI/NXIpl3377bfx8MMP53y8maamphAIBMwehsrpdOpe/8ILL+DFF1+s7GBqUPTWknr5ezdk9fL9nRM1UTK7r60Fd5bWsbK+uZvpTFm3qe1ge6w7uT6fKB/laELVofmSJLVZz+K93fWH5mU6d/+eVje2aupDVo/IdJqR8WttboLFAijKbsOgVCIYTX0fK8S+tmYsLHNNJxFRKWjfP5fXN9HdYs6XwYWYnJzESy+9VNB9S/ap8eUvfxkWiwW/8Ru/oV732muv4ezZs5BlGd3d3QgEAvjMZz5T1POkdsQtJZ/Ph3PnzuV1n3KOBwDm5uZgs9nSrmeWMztFUZK+mb9+9556eTfTmTghE9sCxO7dx9bO2s/U7p8tTbsnycx0UrXJlP3SZjpNaySkDTrXN2u+++mSid2ALRYL2lqasbaxZdgNWG/rp0Lt2ykF29xKvDfua2tBc1Ntf2lARGSWfW27nxv31jbSdkioZqOjoxgeHk67fn5+3jBRJpQk6Dx16hTC4TAA4MKFC5ibm8Nbb72V1IhnYWEBbrcb165dU7OehcjWTbbQY0VDIIfDURXjEWw2G3p7e/O+HyVOtO9r1ju9e2c36BTXi5LEfTvrN+8s7QapqUHn+ubuyd0DPcx0UnXRBhep5bWicy1gYqazVdNxtQ62TRHda817PZuwtrFV9kZCAGCTOvCD9xbVfzPLSURUuKRMZ401EypmeV/RX1V+6UtfQigUwjPPPIOnn34aV69exWuvvYbnn38eY2NjiMVi2N7exuuvvw6r1Yrnn3++qOfLpROsaNiTz7rMfJoHVWI8VLzbmiwnkGimIu+UGabuxSkCzLtL6+rxe1PK0v7RZz8MAGhusuAjx6SyjJmoUNp9wFKbEyTvKWnSmk5NYy6jktBasmhieS2w+yVDtkZCpch09qXsJcvOtUREhUsOOhunmVDRX1deuHABoVAIJ0+eBJBoxPP888/j1KlTePnll9XjXC4Xrl69iqeeeqqo5xP7YUYiEcNjRNZycHAwp8cMh8NqAyE9ImgcHx/H1NQUAMDv98Pj8ZRlPFQat+Prade9e+cepH171H06RXmtaBp0RxN0dqQ0EvrlUw/iD774GbQ0W/BgykkYkdmsmoxbfDX5m1OR6WyyWLDfYJPqcmvPkImtRXETy2uB3dczWyOhUmQ6HzyQvJygs4OZTiKiQmm/uPs//+wazvz21/APP/th/JNf+KiJoyq/oj85enp61IATSASXPT09GBoaSjvWbrcX3UhIbLkiAjk9IgB0u905PabD4UAsFjO83ev1Ynp6GufOncPY2FjZx0Olod28XXj79jI++VB3UvdaYDdLdCeuLa9NP1k7/Yn09bVE1aC9tRmtzU3Y2NpGfCV57u8GSC1oaip9E6NcaL/EWamDvTrFmk6zM51GazpLtWUKAJywJZdSHbJyn2IiokI9oNl27//+WiJ+8P/Bd/CFz32kLI0Gq0XRn0Z6JaMOh8OwlLTYElOHwwGHw4FgMGh4jLhNu6a0XKptPLRreTX9xFaU3G6I8tqdEzLRSEi7h2BqppOomlksFjUA0jYOAnYznWY1EQKSGwnVQ3mteI3NW9Mpgk798lqRTS5Fee2Hj3Ul/fuhg/uLfkwiokbVvW8P7IeT30fvrW/i/diqwT3qQ9FBp15EblSmanR8vsTay5mZmbTbotEowuGw7vpMWZbh9Xrh9XqLHkMpxkPltaRTJx/bWdOZ2r12n05WM3VNJ1G1EwFQfEV/TWe1BJ31UF67273WnNdUfGGmV167tb2Nja3Sldf2H+lM+veDh7i8gIioGCePp+9+8fbtZRNGUjlFB516ZaWZAstMZai5crlc8Pv9OHv2bNLjybIMt9sNj8eTVgYLABcvXsT09DSmp6fVbru5EM9x5cqVko6HykucFDZZLDjSlSgHE42E1CYbKY2EtDpMWvtGVCirYaZzJ0AyKSsHpAadtV1eqyiK+hqbVV4r3rPurae/luua7GcpMp1trc043LVbUvszHzlS9GMSETWyAfuBtOs+WFzTObJ+FH1WPTs7i+bm5qTtQGRZ1t0eJFOH13yNjY3B4XDA6/WqJbvRaFRt8KPn2Wefhd/vhyRJWbdGCQaD8Hq9WFhYUMc9MzOD7u5u9PT0IBAIJD1GIeOh8hJtqPe3t6B7fxtuLa6pmU6RaRGB5T6dAJOZTqo11V1eq9kypcYznSv3t9T9fM1qJCQaUeh1PtSu82wv0fvYr/60HZN//D386k/bdU+WiIgod3/jZ/rx2ty7iN5axsJyoonlTbm+y2tLkspRFCWtEY9RY55SLpB1uVxqI59cSJKUscts6mPnemyh46HyEuW1+9tbIO2cbItM58pOdkAElnqZTr3riKrZbqYzpZHQirmdVoGUNZ01vk/nkiaoN+s17dxpua+3dl1bcluK8loAeHHoMfz9Jx/FEYl7FBMRFUvatwd/9sJT2NzaxiP/+Ku4u7SOW4v1HXSWpJGQLMvY3t7O+t/CwkLR3WuJcrWb6WxF9/6UoHMn0yICy706TYM6mOmkGiPWdC4ZZDqlfeYFnS3NTWhpTnzpWOuZzkVNd2CzSpZFplNv7bq2uZDo0F0si8XCgJOIqMRampvUJWC3ZJbXZuRyuWC1WrMfiESmkZnA/MzPz6uXrVZrzq81AcuaffREpjN2L1HCsKpmOneCzpRGQm2tTWhuKs3JGlGlqOW1KY2E5J0gyaymN8LePS2Ir27U/JpObVBv1prO/Tt7ZaZ+wQAkZzr55RkRUXU70tWB791YxAc1lumMx+OIx+MAkuMVI0WfVefblZVdXPPjdDrR19eHvr4+TE5Omj2cmqItr+3ep5/p7NgJNrUb9QJAR4lK0ogqSQSVi5pAZGl1Q20k9EC3uZkqsb6w1jOdS5qSVvPKa8WazvQAXlu+XIpGQkREVD5HpUSm82aNZTonJyfVGMXpdGY9vuhMZ1dXV/aDiji+0c3NzcFmswEAs5x5UstrO3bLa2MpazpFA6Ge/ckZIDMbrhAVyqrZMkVRFFgsFly/e0+9/cGD5m51Ib7MqfV9OrVrZs1rJLTbvXZ7W0FT026/hLUyrOkkIqLyONyV+EK41tZ0jo6OYnh4GEAi05kt8Cw60/ncc8+V9fhGZ7PZ0Nvbi97eXgadeRJlZ52aRkLLa5vY2NzGyk55n+io2bO/Lem+qf8mqgUiANrY2la3zXjn9m7Q2Wdy0KlmOmu8kVC8GsprNdUZyynbppSjkRAREZWHOOeM3bsPRVFMHk3urFarGqOIBFkmRQedV69eLevxRIVaVstrWyHt281c3llaw+ZW4o9adK9NDzqZ6aTao826iWxcNWU6xRrqVZ29JWuJds1sZ7s5Qaf2d72csq4zubyWa9OJiKqZtFOldH9zu+a7u2dSdHltKBTCiRMndPflTCXLMqLRaLFPSZSTpZ3y2s6OVuxr353qd5bW1ct7Dcpru5nppBqk7aS6uLKBw10daqbzcFd70l6ZZqi3TGdne0tSWWsl7de8p8VXN/CA5ra1+7vda5npJCKqbtrEiHzvvumf1eVSkp8qn/0sS7lPJ1Em4tv//e2tSY2B7uoEnXtamnGws00NSLv3MdNJtUebdRPl5e/eWQYAPHjA3CwnsNtJtdYbCb0fWwGQCOTNsl+b6UzZNuX+JhsJERHVCm3QubiyAVu3iYMpo6KDTkmScOnSJfz7f//vsbi4iOeffz6pHrmnp0e9HIlE4Ha7i31KoqwURVE71O5ra0a75lujheXdoFO7ncDH+yT8l+/dAmD+2jeiQmgbYMXVoDOR6TS7tBbYXUNd61umvP1BIpA/frjTtDFov2BI7WDLRkJERLVD+9ktGl7Wo5Ls03ny5EmcPHkSly5dgs/nw6uvvorOzvQPY4fDgdOnTxf7lERZ3d9MLi/TBpcLy7t/0KJ7LQD0ajJBDx/aX+YREpWedp2f2CZFDToPVUPQWR+ZzrdvJ4JOM98ntOW1SymZTtFECmDQSURU7VLLa+tV0R0Gzp07p14+ffo0pqam8Pf+3t/D5cuXsx5PVC7ak9q21ma1YRBgnOn8jV/8KPa0NKG9tRmffvRQZQZKVEKdKY2Eltc21JLxaiivba+DLVM2Nrdx/W6ivPb4ETODzuyZziaLBS3NXNJCRFTNupL6MTDoNHTy5Mmkf0uShIsXLyIUCukGmKnHE5WDdsuAjj3J5bV6azoB4JGjVvzlb30O3/gXn1P3TCKqJdaOVjWwe39hBW/tlIECgP2IeaWgwt622s90Xr97D1vbiSUkZmY6Ozt237uMute2tzaxjwIRUZWT9jLTmROjfTe/+MUvYmhoCGfOnEE8Hs96PFEpJW8ZkFpeqx90AsAJm7UqTs6JCtHUZIF9J/t27eYSoreW1Nv6j5o/r9tba39NpyhXBswNOve0NGNPS+IjPL6aWl6beP9jEyEiourX0tyEzp0lE8x0ZhAMBg1vczgcmJ6ehs/nw1e/+lUA3KeTKkObSWlvbU5a13RXG3Tu4UkZ1ZdHjloBANduLeHazUTQ2drchN6evWYOC0B9rOl8b2FFvXzM5NdUlNgalde28/2NiKgmiGZCbCSUQSQSwYEDB7IeNz09XexTNaT5+Xn1stVqhdVqNXE0tUNbXtu+JznTqS2vrde9kKhx9e9k6q9G7uKhnY61Dx3ah5bmor9jLJoIgmp582uxXUp7a3Pa/r6V1tnegoXl9bQtU9bV8loGnUREtUDatwc3FlYgr2xkP7hKxONxtZpVG68YKckZdywWy/lYri/Jj9PpVC+/8MILePHFF80bTA1ZTdkyYE9LEywWQFFS13TypIzqi7aM9ve/8W7iuiopGd+ryXQqilKTnwci03msp8P08Yu9OpfSMp2J7rUsryUiqg0HO9sAAP/Pf4viv373Jn7tyUfx65/7iMmjymxychIvvfRSzscX/dW33W6HLMvY3t7O+t/CwgKOHz9e7FM2lLm5OVy/fh3Xr1/H6Oio2cOpGespQafFYkHP/sQf9Ds7a7L2tbWgucn87A9RKT3xsaNp1z37qYcrPxAd2oZetZrtfD+2CgCwdZtfrtypltemNBK6v9tIiIiIqt8DmuUaNxZWMP7VN7GyXt39D0ZHR9UYZW5uLuvxRX8iuVyunEs+JUmCy+Uq9ikbis1mQ29vL3p7e1lam4e1lPJaAHigO7kjrVXTopqoXvQd3IfJvzmo/ru3Zy/+qvNBE0e0S7uG+t7Oh2nk1hIuvTkPRVHMGlZe3lcznVUQdO50sE3tXstGQkREteWBlC8y761v4rs3ZHMGkyOr1arGKDabLevxRZfX+ny+sh5PVIi1lEZCQCIz8ea7snq9tYNBJ9Wn4dMn8DlHL+au3cEnH+pGa0t1ZLy0+4gur23iZiyGn33xT3F/cxv/7h98Gk//xEMmji43orw29QTBDCLTuWi4ZQqDTiKiWvDQofS9tG/JayaMpHyKPhPJt1yW5bVUausbWxj/6pv4kzfeU69L3jIlMc37DiSfJDLopHplsVhwbCfDWS3rOYHkDbCXVjfw9R/dxv3NxPrDP7xy3axh5ezu0jru7KwJ1ztBqDRpX6KRUeq+bsx0EhHVltMfT88UfrC4asJIyqdkX39fvnwZr776qu5tzz//PC5fvlyqpyJKMh38Ef7FV9/E0OR/xX8IJU5cRSMNYLdD7YdsyeXJXXvN7TxJ1GhEZg4AFlc2MC/vfqD++GZc7y5V5dvv7DbN++RD3SaOJMEo6BTvf8x0EhHVhr6D+/A7v/ZT+OIvfUzdceHWIjOdaZ599lm4XC54vV7dwPPll19GJBLBuXPnSvF0REn+OHxDvfxbr70JAFjTbD7ftlNa+OgDXUn3Y6aTqLK05bVLqxuYj+0GnfEaaBP/rXcWAADNTRZ8vE8ydzAAukXQuXI/aU3s7pYp1VFWTURE2T37Uw/jf/E8pi7fuMVMZ7JXX30VZ86cwcsvv4zjx48bNgo6e/YsBgcH8dprrxX7lEQqRVHw/RuL6r+/e13GfGxF/aa/pdmi7k94/PD+pPvaUhoLEVF5pQad2g/U+Gr1B50i0/khm7Uq9vgVmc7NLUVtzATsLi9geS0RUe053NUOAPiAmc5ks7OzeOaZZzA2NoZr167h4YcfNjz2mWeewezsbLFPSaS6HV9DLKW07PvvLarf9HdoTrp6U9Z0PnQoOQglovLSVhcsrW1gUZPdjK9uVH0H2zd2gs7HqqC0FtjNdAJAbHn3fXD1PhsJERHVqiM7QSfLa4mqyPux9NKD799YVE+6tN/072lpVjffBdIzn0RUXm2tzdizU+4eX93Akia7ubWdnK2rNstrG7i2s+70sYd7TB5NgrVjN+jU7tUpXsd97eZnY4mIKD9HuhKVeGwklEKW5byOj0ajxT4lkUr77b7wg/cXDbcMeGXkJ3Hy4R4M/eRDeOLjRysyRiLaJbKd8ZWNpEAJQFLms9r8+Q8/gEjEVkumU+zTCSSXJ4vXVdu4iYiIasMRaTfTWe0VQPko+mtQRVHwzjvv4KGHsu+v9sYbb9TVi0fmW1heVy87jvcg/NYCfvBeXG3y0b4nOeh86rFjeOqxY5UcIhFpWDtacWdpHUspmU4Aaf82W/TWEr74eyEAQCh6V73+Ew9WR9C5vz15jSwAbG8rWF5LZDo72SyNiKjmHN7JdK7e38LS2mbdNL4sOugcGRmBw+HAzMwMPvOZzxged+nSJTz55JMIBALFPmVDmZ+fVy9brVZYrdYMRzce7XrOxx5OBJ035RU8cjSxNyHXNBFVFxEIxVfvI76aXE67UmXltf/k313B5e/cTLru8wO9agMfs2lPRESguax5DfezvJaIqOaINZ0AcEterdqgMx6PIx5PLDvRxitGiv5E8ng8mJ2dhcvlwsDAAJ599lnY7XZIkgRZlhGNRjE1NYVoNIqzZ8/i6aefLvYpG4rT6VQvv/DCC3jxxRfNG0wVit1LZDr37mnGAzvdaO8srWu2DGDQSVRNRND5weIatlMqX1Z21mJXg6//6HZawNnZ3oJ/O/yTJo0onTaTKcprtdliltcSEdUesaYTAD6Ir+GErToTTpOTk3jppZdyPr4kX4NOTU0BAM6fP49QKJR2u6IoGBkZwSuvvFKKp2soc3NzsNlsAMAspw75XuIEq2vfHhzsTHwztLy2icWVRAY0tbyWiMwlAqUbCytpt1VLpnNrextP/m/pndafevxY1WQ5AWBfWwssFkBRdoNNbdDJTCcRUe05rMl0VvO2KaOjoxgeHgaQyHRqE2V6SvaJNDU1heeffx4vv/wyQqEQwuEwHA4HBgcH4fV6cfLkyVI9VUOx2Wzo7e01exhVa2mnYYa1oxUHNJ1pr99NnNAy00lUXaS9iaDz2s2ltNtW71dH0Pn1H91RL5/++FEctLZjPraK3/yrnzBxVOmamizY39aCpbVNtXmQtjkT13QSEdWeQ9bd89lbcvV2sM132V9JvwY9fvy4mvUkqgTxrX5nR2vSdihv315Wryei6iEaJGxtpzeVq5by2m/8+LZ6+V/9HWdV7+nb2dGKpbVNdX3skmadLN//iIhqz56WZvTsb8PC8npd7dXJfTqppol1TKmZTrFPJ8vLiKqLTeowvK1aymv/cifoPPlwT1UHnMBuYCmqPpbWtOW1DDqJiGqRaCZ0q4726iw66HzuuefKejxRJkaZToGNNIiqi627+oPOb70TAwA4Hzlo8kiyE+9x4r2Q5bVERLVPJFK0uzTUuqKDzqtXr5b1eKJM1KCzvRXd+9KDTmY6iapLaubwkLVd/TtdrYLy2vubW7i5s4bGfqS6s5yAJtOp272W739ERLWoa2+iaZ1ojFkPiv5ECoVCOHHiBCRJynqs2EKFqFSWNOW1rS1NkPa2Ql7RlJfxm36iqvLxPgmtzU3Y2NoGAPT27MWNhRUsr23iXhVkOt+PrULs5HKsZ5+5g8lBenlt4jVsb21GSzNX0BAR1aKunaZ7i/c2shxZO0ryNWgkEsn5WIvFUoqnJAKwu6ZTZEoOdXUkBZ0sryWqLm2tzThh68T3biwCAHoP7MWdpUSjBLG/rpne02zlcqzHuBS4WqRmOkV5Las8iIhql1SHmc6ivwaVJAnhcBixWEz9z+/3IxQKJV0Xi8Vw7do1dHV1lWLcRFAURf12X5x4HUtZL2ZlppOo6og9dQHgkw91o21na6P1jW2zhqRaWF5XLx+0tmc4sjqIEloRdMo763/43kdEVLvUTGcdBZ1FfxXqcrnw+OOPJ10nSRK6u7vTAsyuri64XK5in5IIQOIEdXMrUQcnTrBs3XuTjtFusEtE1eGJjx/F175/C3v3NOPv/Nwj+IMr1wEA65vmZzoXNZUS4pvmaibe+8SWKdFbie2iqr3rLhERGbOKTOfqBra3FTQ11X6laNFB57lz58p6PJGRJZ0ujQ8eTF6DdYRBJ1HV+bUnH0XX3j342Y8ewRGpA+2tiaKbaiivFZlCi6U2soWdatB5H4qi4EfzcQDAh2y5b9hNRETVZe+eRAWQogD3N7fRvvPvWlZ00Hny5MmyHt/o5ufn1ctWqxVWK08khPhqetDp/qQN/j/8jnq92IieiKrHvrYWDJ8+of57T8tOee2m+eW1IuiU9u6piW+Wxbfhm1sKFpbvq2tSHznaaeawiIioCK0tuysg729tox3VF3TG43HE44kvOrXxihHu01nlnE4n+vr60NfXh8nJSbOHU1WWdIJO5yMH8eynHgIAHOvZi+591V8eR9To2nfWdK5VwZYpIugU62mqnbVj97vjN9+NqZeP18B2L0REpG+PNuisgqUneiYnJ9UYxel0Zj2+6Eyn3r6bmTrUcp/O/MzNzcFmswEAs5wptEGnKIOzWCyY9n4KT//EQ3j0AWtNZCqIGl1bNZXX7jRtkGrkCytrx+44v/XObtD5MNd0EhHVLFEBBAAbVVAFpGd0dBTDw8MAEpnObIFnSfbpPHDgAHp6etTrFhYWACDpOnG9LMvFPmVDsdls6O3tNXsYVUmvvBYAmpua8AsOvmZEtULtXlsFH6wxTXltLdC+933r7cRnr8XCoJOIqJa1NmszneZ/NurJd9lfSTbyElui6F2fqpT7dIbDYYyPj6vBbTQahdfrhcfjKepxJyYmcOXKFQCALMtYWFjAmTNnMDIyAkmSdO/T398Pr9cLh8OBwcFBSJIEWZYRDAZx4cIFnDp1CmNjY0WNi5IllddyP06imtWubplifqZzscYynQc729TLc9fuAACOde9VA3kiIqo9yeW11Rl05qvooNNutyMcDucU6cqyjMHBwWKfEkAiMBwfH0coFILdblcf//Tp07hw4QICgUDejynLMoaGhuD3+5MCxGg0ioGBgbTn094vGo3C5/PpPu7IyAgDzjJIXtPJjdCJapX4cK2GTKfaSKhGgs4j0m6ztHfu3AMA2I+wiRARUS0Ty04AYGPL/M/GUii6kZDL5co5tSpJUkn26QyHw/D5fAgEAkkBoCRJuHTpEmZmZjA9PZ334w4NDcFut6cFlXa7HefOnYMsy3C73Yb3T82COhwOzM7OYmpqKu+xUHaivLattSmp9p2Iaks1NhKqlaCzs71Fff2Ej/V1GRxNRES1QFteu77BoBMADLN7pTpez9mzZw0DWHG91+vN+3GDwSCmp6d1A1aHwwEgkfWMRqNpt7tcLrXMOBKJQFEUhEKhkgTZpG95LbEZOktriWqbKAU1u0Ofoii7jYRqZE2nxWLB4ZT9iD/e123SaIiIqBRqoXttvooOOo8fP17W41PJsoxwOJyxTFdkI2dmZvJ6bI/Hk1M2NrVBkpYkSWmZUioPUV5bCxu4E5ExUUa0ZvK3ufLKhvqNcmogV80OW5PH+okHGXQSEdWypO61LK9N9+UvfxlnzpzBZz/72aTrn3/+eVy+fLkkzxEMBgEgY2AnylxnZ2fzeuxAIIBYLKZmNbXC4bD6vEbNhKiy4quJjEQng06imlYtjYRuyavq5aOatZLVThsgN1ks+PAxbq9FRFTL2EjIwOXLlzE0NKR2q7VYLIjH4+paz5dffhnPP/88ZmdnMT4+XtRziUCyv7/f8BgRkJZyT1CxLrMU5cFUGvJKItPZVSNlcESkT3yju25yCdHNOgg6T9g60bGHjdWIiGpZax0GnUVnOt966y24XC6cPn0as7OziMViePnll9OOe/nll9HT01N0xlOsp8yUbRTlr6XaEzQcDiMajcLj8WBkZMTwOFmW4fP54PP54PV64Xa7C2poRLkRWxt07WWmk6iWte+U165vbENRFNPGIbq/AoCtu3aCziNdu2P9aK9k3kCIiKgk9tTAPp35Kvrr0Oeffx6BQADPPPOMep3RXpxf/OIX8dxzz+GJJ54o+PkWFhbKcqyRmZkZnD17FmNjY/D7/YbHRaNRDA0NIRAIqAGx2MJldna2oC1caJeiKAh8/R0cO7AXn370MAAgzkwnUV3Qdl+9v7lt2h6T33k3Ua1zuKsdBztrZ03nLw324Ut/9F1sKwr++k8X1zeBiIjMl7RlCoPOBEVRkgJOcV01KDTTKTKW0WgUV69ehcvlwpkzZwyPlyQJkiQlBZzi+vPnz2NgYAA+ny9j0Gpkfn5e93qr1ZrzVjX14P/6s2v49d+9grbWJnznK7+Mo1IHM51EdWKPJshc29gyLeh8810ZAPDJGmvE88mHuvEfzz2BheX7eOqxY2YPh4iIitSqaSRk9tITrXg8jng8nna9UbyiVXTQaZTVNKK33Ui1kSQpaW/NYDCIgYEBeDwew4xlKBTSvd7hcECSJExMTODcuXN5NyFyOp2617/wwgt48cUX83qsWrWyvolf/90rABLld/8pfAN/94kTWNzJdNbKfnpEpK+91bwyIkVR8FuvvYmOPc34zvVEpvPjD0oVHUMp/A8fPmL2EIiIqEQ621vQ3GTB1raC2/F1s4ejmpycxEsvvVTQfYsOOiORSM7HvvXWW+jqKm7T6kzblZSLy+XC1NQUvF4vBgYGDANMI4ODgwgGg7h48WLGNaF65ubmYLPZ0q5vpCxn+K3kMunQWwv4W9vbiK+yvJaoHmhbw6/dr+w3un8cvgH/H34n6bqTD1f+c4aIiEhoaW7CA90duH53BTfu3st+hwoZHR3F8PBw2vXz8/OGiTKh6EZCzz77LJ566qmsx8XjcTz55JP4lV/5laKeL59MYSm3NhHBYjgcxsTERF73Fd108w1WAcBms6G3tzftv0YKOr/1dnLQ+Z13Y4ivbqr/ZnktUW1rTymvraQ/eeP9pH/vb2/Bk489UNExEBERpeo9sA9AcpM7s1mtVt24RC9BlqrooHNsbAx37tzBgQMH8JWvfAVvvPEGFhYWEI1G8fbbb+Py5cs4d+4curu7IUkSnn766aKeL5fOtKKBUKa9PAsh9u+8cOGCep0sy5iYmFD38cykFkqLq9FbHywn/fvt2/fU9ZwAM51EtS61kVAlhaN3k/499KmHsb+dX2QREZG5Hn0gkWAKR+9WTb+cYpRsn84nnngCX/ziF9U1ntpsoKIocDgcCAaDRT+X2J8zU1mvCO4GBwdzflzRpXZkZMSw4Y8IeLUB5vj4OCYmJmC32w3HVIouuo3srdvJQefC8jreW1hR/82gk6i27dGs6axkpnP1/ia+e0MGALQ0W/C3f/YRvDD0WMWen4iIyMhPPXoYv/tfIri1uIb3FlbUzGetKjrTCQBdXV0IhUJ45ZVX8PDDD0NRFPW/48ePY2pqClevXi16PSeQWF8JZM4aiuDP7Xbn/LhTU1Nq1tKIeE5tBvXAgQMAAI/HY3g/kZXNZzy06/pOWYF2A3SxtQEASCyvJapp2kznegWDzuitZYgvjy/+k5/Fv/zbp9iYjIiIqsLxw/vVy/PyqokjKY2SZDqFkZERde3jW2+9hePHS79fmMPhyJo1FbdlCgT1HjcajcLr9RoeI4JOEfiKy36/H2NjY4b3u3r1KgDk3USIEj6IrwEAHn+oG69/O9GS+Yfv77ZrZqaTqLa1tex+/7m+Ubny2ms3d99HHjnaOOvkiYio+tmkDvXy+wurQL+JgymBojOdb7zxBi5fvozXXnsNr776Kl599VUAKEvAKYjy15mZmbTbotEowuGwbomsLMvwer26gaXX64XdbjcMHqenpwEkmhNpH9vhcODKlSuGmdeJiQnIsoypqamSNjZqFBub21hYTrSK/rhm77w//+EHABIlcYestbOJOxGlazOpkdCPby4BAFqbm/Dgwb0Ve14iIqJsjmqCzu9ej9X8us6ig06Hw4GhoSFEo1EcP34cp0+fLsW4MhLZxbNnzyYFe7Isw+12w+Px6AaPFy9exPT0NKanp9Ma/9jtdvh8PgwMDKRlUYPBIHw+H+x2Oy5dupQWPJ4/fx5erzctCJ6YmIDP54Pf72eWs0B3ltbU8reP9nahaWfN8PduLAIAPnKsC+17zNlInohKI7mRUOWCzms7Qaf9yH40auhXNAAAQm1JREFUN5VktQkREVFJtLU24xM7+0aP/8F3cHLsj9VETC0qurxWkiREo9Gc12vG4/GSbPcxNjYGh8OhZiiBRJbT7/cbltU+++yz8Pv9kCRJ7USr5XK5cOnSJYyPj6vZzIWFBfT09ODcuXOGWVBJkjA7O4uJiQm43W61cdDg4CBCoZDuc1Fu7izt/nEd6erA4a523NTUtX+sVzJhVERUSmY1EhLltSytJSKianTmp47jzXe/CQCI3FrCn37rffy1T5evmrScig46XS5XXg2CfD4f/u2//bfFPq363Nr1ldlIkpSx6604xqh7bTZjY2MZ13ZS/rRbo3Tv24MjKUFn/9FOM4ZFRCWU3Eiokms6E5nOR/g+QkREVWiw/0DSv797XTZnICVQdD2R6N6aK24fQvmQ722ol7t2gk6t/iM8WSSqdW0tle9eu7C8jrs7lRR8HyEiomr0Ux86hP/p6U+o/47cWjJxNMUpOtN59epVLC0tobMz+4f2N7/5zZLs1dlI5ufn1ctWq7Ukpcm1RJvp7Nq7B4e7OpJu58kiUe1rabagyWLBtqJgfbMymU7tB/cJG99HiIio+lgsFjz/Vz6B791YxFfn3k2q9jNbPB5HPJ5YpqKNV4wUnekMhUKQJAnNzc1Z/xscHFT3rKTcOJ1O9PX1oa+vD5OTk2YPp+K0Qae1owUPdKcEnSyLI6p5FosF7TvrOiu1plOU1gJc00lERNXtqJSo9LtVRUHn5OSkGqM4nc6sx5dkn86uri709PRkPS4ajcKy032UcjM3NwebzQYADZflBIDFlUR5rbWjFc1NTfhYn5R0O/foJKoPba3NWLm/VbHy2mvziW9n97e3pJXtExERVZMjO5V+txbXoChKVcRTo6OjGB4eBpDIdGYLPEvSSOj111/P+fhHHnmk2KdsKDabDb29vWYPwzSxe4k1V117WwEA7k8+gL4DexG7dx9h/+fNHBoRlZDYq7NSjYS0TYSq4cObiIjIiNiz8/7mNhaW7+NAZ5vJI8p/2V/RQWd/f39ex3P7EMqHaPRxsDORiejsaMU3J34RW9sK9raVJFFPRFWgrSVRXlupTKdY08nSWiIiqnbaipxbi6tVEXTmq+g1ndFoNK/jcynDJRLEPp0Hrbt/XG2tzQw4ieqMmuncTASdG5vbeOPtBfWLp1JSFIXbpRARUc0QmU4AVdVMKB9Fn7kHg0G88847eOihh3I6/pVXXin2KamBiBPOA/tr7xsdIspdx55E0Lmyvokbd+/h5NgfY21jCx8+1oW5f/G5kpbAzsdWcW99EwCDTiIiqn5H6iDoLDrTqSgK7HY7zpw5g1dffRWXL18uxbiIAOxmOmuxjICIctfZkVi3vbS2iX/9Jz9Qu9j+4L1FDL/yFyV9rn/5H7+nXv5or1TSxyYiIiq1A/vb0NKc+PL1prxm8mgKU3Smc3t7G4uLi1hYWOB2KFRSiqLsZjo72V2SqJ5Zd4LO+MoG/vsPPki67eLX38GvfPo43J98oODH/4sffoA/Dt/Ajbsr+Orcu+r1H+3tKvgxiYiIKqGpyYIjXR14b2GlqrZNyUfJtkzp6uIHN5XWyv0tNdvBTCdRfRMdqm/cvYe3bi8DSASi8dXEtkn/4rU3Cw46b8qr+Ktf+jOs3E9uUuT+pA3NTUUX/BAREZXdUakd7y2sNG557XPPPVfW46lx3Ynvlg8cZNBJVNdEeW30g2UoSuK6r37xM/itv3YSAHA1ehdf/9HtjI9xd2kdG5vpW65c/s58WsAJAP/yb50qctRERESVod2rsxYVnem8evVqWY+nxqXtWslMJ1F9s3bsSbvu+OH9eOjgPkz84XewuLKBJ/+3Wfzgt/8KjvXsTTv2N/+/MP73//wDWDta0XdwH7a3Ffzjz30En338AXzlP3wv6dg9LU146/94Ri3pJSIiqnaig22tZjqLDjpDoRBOnDgBSZKyHivLct5brFDjit27r17u2Zd+QkpE9cO6NzkAbG6y4MD+NjQ1WTD6+Y/hhYtvAAA+/IU/wG//7VP4u595RO1o++c//AD/+3/+AQAgvrqB716XAQDPnf/LpMf8B089ipf/+kB5fxAiIqIyEEHnrcUGDToBIBKJ5HxsKdveN4L5+Xn1stVqhdXaOBuZr9zfVC9zX06i+tabkr083NWOpqbE58XZ0ycQ+Prb+M5OMPmF372CuWt3MDXyKQDAl/7wO1kf/+TDPfjiL328tIMmIiKqELFtyvLaJpbXNrC/3dxqnXg8jng8DiA5XjFS9Jm8JEm4fPkyjh8/rl43PT0Nl8sFu92edOzdu3cxODhY7FM2FKfTqV5+4YUX8OKLL5o3mApbXd9dg8Wgk6i+HT+8P+nfR7t29yTr7GjF13/rc/ifL3wTv/0fvw8A+H//+1v41Z+2o2NPMy595yYAYOyXPoYjUgfuLq2j98BefOU/fA/2I/vxt362Hz9/8hj2tDRX7gciIiIqoaPS7k4ON+VVPHLU3KBzcnISL730Us7HF30m73K58PjjjyddJ0kSuru70zradnV1weVyFfuUDWVubg42mw0AGirLCSRnOsXG8URUn/qPJr+//dzHjqYd89LQ43jtG+/i3Tv3AAD/+P+aQ2tzoh9eZ3sL/uHPfwTdmlL8v/Ez/WUcMRERUeVov4y9Ka/hkaPmxgWjo6MYHh4GkMh0ahNleooOOs+dO1fW4xudzWZDb2+v2cMwxaqm2+TePcx0EtWz7pR126c/kR50NjVZ8PXf+hzGv/om/vWf/ADXbi6pt511fSjtMYiIiOqFWNMJoCr26sx32V/RW6acPHmyrMdT47q3nsh0trc2q2u7iKh+/S+exwAA0t5WDNgP6B5j7WjF//T0J5LKcU/1H8Bv/tVPVGSMREREZjjc1Q7RGufGwoq5gykA9+mkqrW6E3SytJaoMfzTX/wofv83fg5/+s/cGRsk7G9vxX/+TReO9exFa3MTvvI3T6Gtle8TRERUv1qam/CRY4mli7Pfft/k0eSvLPt0ZupQy306KVdiM3c2ESJqDBaLBU8+9kBOxx7r2Yu//K3PYWV9Ew/o7NtJRERUb35xoA/fu7GIv/jhbaysb9bUOXJJ9uk8cOAAenp61OsWFhYAIOk6cb0sy8U+JTWI1fvMdBKRMWnfHkhcx0lERA3i5z52FP4//A42trbxlz++jSc+bjN7SDkrSXgci8UQi8V0r0/FfTpJz9b2Nl699GO8t7CKsV/+GPa3t2J5LRF07quhb3GIiIiIiMrhVP8BfOZjR/GpDx3Cw4f2Z79DFSn6bN5utyMcDufUvUiWZe7TSbr+5I338U//7xAAYGV9E1/+m4NYWF4HABzobDNzaEREREREpmtrbcYf+Z4wexgFKbqRkMvlyrldriRJ3KeTdIWjd9XLfxS6DgC4u7QTdO5n0ElEREREVKuKDjp9Pl9Zj6fG8P33FtXL87FV3JJX1aDzoJVBJxERERFRrSo66Dx+/HhZj6fGMB9L3uQ2/NYC7jDTSURERERU83IKOp966qmSPWEpH6sRzM/P48aNG7hx4wbi8bjZwymb2/G1pH8/+y//K+7t7NPJ7RCIiIiIiKpHPB5XY5T5+fmsx+cUdJZyb03u05kfp9OJvr4+9PX1YXJy0uzhlE1q0Kn16ANdFRwJERERERFlMjk5qcYoTqcz6/E5da+NxWL46le/ipMnT6btvZmPK1eucJ/OPM3NzcFmS+zBk2vDplqzvLaBlftbAIAR1wn83tei6r8B4MPHGHQSEREREVWL0dFRDA8PA0hUZmYLPHPeMsXj8RQ3MiqIzWZDb2+v2cMoq9vxdfXyZz5mw9gvfRyPfuEPsLWt4NlPPQRrR6uJoyMiIiIiIi2r1ZpXQiznoFNRlIIGlMpisZTkcah+aEtrD1nbcETqwL/7B5/GD9+P4+8/9aiJIyMiIiIiomLlHHT6/X5EIhFcvXoVExMThkFopvLbK1eu4Lnnnst/lFTXkoPOdgDAL5960KzhEBERERFRCeUUdHZ3d+OLX/wiACAYDOLll1/G888/jyeeeCKvJzt58iTOnTuX/yiprukFnUREREREVB9y6l7b3d2tXna5XHj99dfx+uuv48yZM3lv48F9OimVCDo79jRjf3vOyXciIiIiIqoBOZ3hX7t2Le26l19+GdFoFB6PB88++6zavSgbbplCqUTQecjazjW/RERERER1JqdMpxG73Y7XX38diqLgqaeewttvv12iYVEjEd1rD1nbTB4JERERERGVWlFBp3D27FlcuHABY2Nj+PKXv1yKh6QGIjKdBzu5npOIiIiIqN6UJOgEAEmScPHiRRw/fhxPPfUU3njjjVI9NNU5EXQe7mLQSURERERUb3IKOk+cOJHzAz7zzDP40z/9U7zyyit47rnn0hoN5fNY1Bg+WNxd00lERERERPUlp0ZCd+/ezfuBX3nlFXzzm9+Ex+PBr/3ar+Hpp58u+LEa2fz8vHrZarXCarWaOJrS29rext1lsaaTQScRERERUbWLx+NqclEbrxjJKeiUZRm/+Zu/CZfLldOxWl6vF+Pj45iamoLD4cDi4mIuT0k7nE6nevmFF17Aiy++aN5gymBh+T4UJXGZjYSIiIiIiKrf5OQkXnrppZyPtyiKOOU31tTUVNKtLLa2tkr2WPXqxo0b6Ovrw9zcHGw2G4D6zHR+74aMn/jN/wQA+KOxJ/CZjx81eURERERERJRJaqbT6XTi+vXr6O3t1T0+p0wnAOQQm+aE+zDmx2azGf7y6oFoIgQw00lEREREVAvyTYblHHQGg0E88cQTBQ0KABYXF3HlyhU89dRTBT9GqnA4jPHxcfT09AAAotEovF4vPB5PUY87MTGBK1euAEiUCy8sLODMmTMYGRmBJEkVH089E02EAK7pJCIiIiKqRzkFnZIkFRVwAkBXVxdcLheOHz9e1OMIExMTGB8fRygUgt1uB5AIEE+fPo0LFy4gEAjk/ZiyLGNoaAh+vx9jY2Pq9dFoFAMDA2nPV+7xNAKR6bRYgAOdzHQSEREREdWbnLZMyaWBUK4cDkfRjxEOh+Hz+RAIBJICQEmScOnSJczMzGB6ejrvxx0aGoLdbk8LKu12O86dOwdZluF2uys2nkZwO57oXNuzvw0tzSXbNpaIiIiIiKpETmf5Fy9eLNkTluKxzp49C0mSdINhcb3X6837cYPBIKanp3UDRBEsR6NRRKPRioynEYhMJ0triYiIiIjqU82llmRZRjgcxuDgoOExIhs5MzOT12N7PB7D4FFLrNks93gawQdq0MnSWiIiIiKielRzQWcwGAQA3XWVgmj2Mzs7m9djBwIBxGIx3RLgcDisPq+2mVA5x9MI1ExnJzOdRERERET1qOaCThG49ff3Gx4jAsCrV6+W7HmnpqYAAD6fryrGUy/u7ASdh7sYdBIRERER1aOaCzrFespMW5eI8ldZlkvynOFwGNFoFB6PByMjI6aPp15sbm3jxsIKAMDWvdfk0RARERERUTnUXNC5sLBQlmONzMzM4PTp0xgbG9Pd9qTS46kn79y5h80tBQDQf6TT5NEQEREREVE55LRPZ60qNLMoyzJ8Ph+i0SiuXr0Kl8uFM2fOmDKe+fl53eutViusVmuRIzLXD95bVC+fsDHoJCIiIiKqVvF4HPF4PO16o3hFq66DzkJJkqSu4QQSzYIGBgbg8Xh0s53l5HQ6da9/4YUX8OKLL1Z0LKX2Fz+8DQDYu6cZH7LVdgBNRERERFTPJicn8dJLLxV035oLOrXblVSKy+XC1NQUvF4vBgYGEAqFKjaeubk52Gy2tOtrPct57WYcU8EfAgB+6tHDaGmuuUpvIiIiIqKGMTo6iuHh4bTr5+fnDRNlQs0FnZka9hRzbDYjIyPwer0Ih8OYmJjA2NhYRcZjs9nQ29ub9/2qlaIomP32PJ75yn8BALQ0WzD+P6ZvUUNERERERNWjmOV9NZdeyqUTrGjYk2nvzEKI/TsvXLhQFeOpRS8GvqUGnADwqQ8dwoePdZk3ICIiIiIiKquaCzrFfpiRSMTwGLGNyeDgYM6POzMzg+7u7rR9OLVEgBkOh8s+nnq0vLaBf/OnP0y67h///EdMGg0REREREVVCzQWdLpcLwG4gp0cEgG63O+fHnZqagizLmJiYMDxGPKc2Y1mu8dSjb/z4DtY2tgAA095P4WsvfRafffyYyaMiIiIiIqJyqrk1nQ6HAw6HA8Fg0PAYcZvH48nrcaPRKLxer+ExIrAUgWY5x1OP3rm9rF7+vKMXnR2tJo6GiIiIiIgqoeYynQDg9/sBJEpiU0WjUYTDYfUYLVmW4fV6dQNLr9cLu92uNghKNT09DSDRDCj1sQsdT6N59+49AED3vj0MOImIiIiIGkRNBp0ulwt+vx9nz55NKmuVZRlutxsej0c3eLx48SKmp6cxPT2dtC4TSJTM+nw+DAwMpGUtg8EgfD4f7HY7Ll26lNaFttDxNJrrdxJB54MH95k8EiIiIiIiqhSLoiiK2YMoVDAYhN/vV9dYivJYozJWWZYxMDAASZKS9tpMPWZ8fFwNShcWFtDT0wO32501cMx3PJncuHEDfX19uH79et1smeL6X1/HN358B58f6MX/9+s/Y/ZwiIiIiIioSLnELTUddNazegw6H/31r+L92Cr+/pOPwv+rA2YPh4iIiIiIipRL3FKT5bVUe+5vbmFeXgXA8loiIiIiokZSc91rG838/Lx62Wq1wmq1mjiawt24uwKRU+9j0ElEREREVLPi8Tji8TiA5HjFCDOdVc7pdKKvrw99fX2YnJw0ezgFu77TuRZgppOIiIiIqJZNTk6qMYrT6cx6PDOdVW5ubg42mw0AajbLCQDv3tkNOvsOMOgkIiIiIqpVo6OjGB4eBpDIdGYLPBl0VjmbzVYXjYTEdin721vQs3+PyaMhIiIiIqJC5bvsj+W1VBHv7ASdfQf2wWKxmDwaIiIiIiKqFAadVBFiTSebCBERERERNRYGnVQRorz2IQadREREREQNhUEnld3W9jZuLKwAYKaTiIiIiKjRMOiksrspr2FzK7FJ54PsXEtERERE1FAYdFLZ3dDs0XnswF4TR0JERERERJXGoJPK7v3Yqnq5t4dBJxERERFRI2HQSWUnMp1NFguOSh0mj4aIiIiIiCqJQSeV3Xs7TYSOSu1oaeaUIyIiIiJqJC1mD4Aym5+fVy9brVZYrVYTR1MYEXQeY2ktEREREVHNi8fjiMfjAJLjFSNMO1U5p9OJvr4+9PX1YXJy0uzhFOQGg04iIiIioroxOTmpxihOpzPr8cx0Vrm5uTnYbDYAqMksJ8BMJxERERFRPRkdHcXw8DCARKYzW+DJoLPK2Ww29Pb2mj2Mgm1sbuOmnOhey6CTiIiIiKj25bvsj+W1VFY35VUoSuJy74F95g6GiIiIiIgqjkEnldV7sRX1MjOdRERERESNh0EnldV7dxl0EhERERE1MgadVFaic21zkwVHpXaTR0NERERERJXGoJPK6vqdewAAm9SB5iZONyIiIiKiRsMogMrqxzcTm8Y+crTT5JEQEREREZEZGHRSWf14PhF0nrDV5h6jRERERERUHAadVDYr65u4vtNIiEEnEREREVFjYtBJZRO5taRePsHyWiIiIiKihtRi9gAos/n5efWy1WqF1Vo7GUNRWgsw00lEREREVC/i8Tji8cS5vjZeMcJMZ5VzOp3o6+tDX18fJicnzR5OXkTQ2dbahL4D+0weDRERERERlcLk5KQaozidzqzHM9NZ5ebm5mCz2QCgprKcAPDjm4ny2v4jnWhqspg8GiIiIiIiKoXR0VEMDw8DSGQ6swWeDDqrnM1mQ29vr9nDKAg71xIRERER1Z98l/2xvJbKQlEUXNvJdJ44yqCTiIiIiKhRMeiksrh2cwnx1Q0AwMf6ukweDRERERERmYVBJ5XF1390W718qv+giSMhIiIiIiIzMeikspj99vsAgOOH9+PBg+xcS0RERETUqBh0Usltbm3jz757EwDg/qQNFgs71xIRERERNSoGnVRy124uYXElsZ7zZz961OTREBERERGRmRh0Usn9aGerFAD4aC+bCBERERERNTIGnVRyb74bAwDsaWnCw4f2mzwaIiIiIiIyE4NOKrn/9v0PACS61rY0c4oRERERETWyFrMHQJnNz8+rl61WK6xWq4mjyW71/iauRO4AAH7mI4dNHg0REREREZVaPB5HPJ5YUqeNV4wwDVXlnE4n+vr60NfXh8nJSbOHk9W334nh/uY2AODTH2bQSURERERUbyYnJ9UYxel0Zj2emc4qNzc3B5vNBgBVn+UEgB/fXFIvf7RXMm8gRERERERUFqOjoxgeHgaQyHRmCzwZdFY5m82G3t5es4eRs2s3E2n2rr2tONjZZvJoiIiIiIio1PJd9lfT5bXhcBhDQ0Pwer3wer1wu92YmZkp+nEnJiYwMDCA/v5+9Pf35/S4/f39mJiYQDAYhCzLAABZljEzM4OhoSFMTEwUPa5a8OP5RKbzxFErLBaLyaMhIiIiIiKz1Wymc2JiAuPj4wiFQrDb7QASQd7p06dx4cIFBAKBgh53aGgIbrcboVBIfUyfz4ehoSG4XC4EAgFIkpR0H1mWEY1G4fP5dB9zZGQEY2NjBY2n1vx4Z4/OE7ZOk0dCRERERETVoCYzneFwGD6fD4FAQA04AUCSJFy6dAkzMzOYnp7O+3FFxnRkZCTpMaempjAyMoJgMIizZ88a3j81GHU4HJidncXU1FTeY6lV1+/eAwDuz0lERERERABqNOg8e/YsJEmCy+VKu01c7/V683rMaDSKaDSq+5gA4Pf7AQAzMzMIBoNpt7tcLsRiMcRiMUQiESiKglAoZPh49Wh5bQPLa5sAgKPde00eDRERERERVYOaCzplWUY4HMbg4KDhMW63GwDyWt8ZDAYRjUYNM6SSJKlZ1dnZWcPH0R7XaD5YXFMvH+lqN3EkRERERERULWou6BRZxkyBnShzzRQcpopEIohGoxkzpA6HA0CivJfS3ZRX1csMOomIiIiICKjBoFMEkv39/YbHiID06tWrOT/umTNnIEkSPB6P4TGiK23q2k1KePfOPfVy74F9Jo6EiIiIiIiqRc11r41GowAyB349PT0AdoPEXDgcDsRisYzHiCD21KlTurfLsozx8XH1cjQaxdDQUFJjonoWuZXYLmVfWwsznUREREREBKAGg86FhYWyHJtNOBxWg1i9IFIEmNotVcQWLrOzswVv4VJL3v5gGQBw/PB+7tFJREREREQAajDozEc+mc5sxB6cfr8/LcsqSRIkSUrbw1OSJJw/fx4DAwPw+XxqB9x8zM/P615vtVphtVrzfrxy+iCeaCR0VOoweSRERERERFRK8Xgc8Xg87XqjeEWr5tZ0mkFsk+LxeDA2NqZ7TCgU0i35dTgckCQJExMTBQXBTqcTfX19af9NTk7m/Vjldie+DgA4ZG0zeSRERERERFRKk5OTunGJ0+nMet+ay3SK9ZqVIssyzp49C4fDUXCJ7ODgIILBIC5evJj3+s65uTnYbLa066stywkAt5cSmc6DVq7nJCIiIiKqJ6OjoxgeHk67fn5+PmvgWXNBZz6dY0vRZXZoaAh2ux2hUKjgxxDddAt5DJvNht7e3oKfu1IURcHtnfLaQww6iYiIiIjqSjHL+2quvDaXzrSigVCmvTxz4fV6sbCwkDFYlGUZExMTOe3dKTrv1iN5ZQObWwoABp1ERERERLSr5jKdYn/OSCRieIwI7gYHBwt+nomJCUSj0azZyfHxcUxMTMButxuOqZRddKvVnZ0sJwAc7OSaTiIiIiIiSqi5TKfL5QKQOWsogj+3213Qc8zMzODChQuYnZ3VvX1oaEi9fODAAQCAx+MxfDyRlS10PLXgtiboZKaTiIiIiIiEmst0OhwOOBwOBINBw2PEbZkCQSPhcBjj4+OGGc5oNJpUtutyueD3+w272gLA1atXAejv71kvbu90rgUYdBIRERER0a6ay3QCUPe7nJmZSbstGo0iHA7r7okpyzK8Xi+8Xq/u48qyDJ/Pl9alVpZl9b+pqSm1xBdIBMFXrlwxzLyKrVKmpqZK0tioWt1meS0REREREemouUwnsJtdFFuZiMyjLMtwu92G+2levHgR09PTABJNghwOR9LtAwMDiEajSUGlntQs6Pnz5zE0NASv15uUXZ2YmIDP54Pf76/rLCcAfLC4CgDobG/B3raanFZERERERFQGNRsdjI2NweFwwOv1qkFnNBqF3+83LKt99tln4ff7IUlSWsDp8/ly7i6b2hVXkiTMzs5iYmICbrdbbRw0ODiIUCiU9lz16IOdTOfhLpbWEhERERHRLouiKIrZg6B0N27cQF9fH65fv14T+3T+j//qa/gPoRv41IcO4fV/Vr8Nk4iIiIiIaFcucUtNrumk6sNMJxERERER6anZ8tpGMT8/r162Wq2wWq0mjsbY7cWdoJOda4mIiIiI6lo8Hkc8HgeQHK8YYaazyjmdTvT19aGvrw+Tk5NmD8cQM51ERERERI1hcnJSjVGcTmfW45nprHJzc3Ow2WwAULVZznvrm1he2wQAHO7qMHk0RERERERUTqOjoxgeHgaQyHRmCzwZdFY5m81W9Y2E3ltYUS8flZjpJCIiIiKqZ/ku+2N5LRXtndvL6uWHD+03cSRERERERFRtGHRS0d7+YDfofPDgPhNHQkRERERE1YZBJxVtXl4FAHTv24P97a0mj4aIiIiIiKoJg04q2gc726Uc4nYpRERERESUgkEnFY3bpRARERERkREGnVS02zuZziMMOomIiIiIKAWDTirarcXEmk5mOomIiIiIKBWDTiqKoihqee0ha4fJoyEiIiIiomrDoJOKEl/dwPrGNgBmOomIiIiIKF2L2QOgzObn59XLVqsVVqvVxNGkE51rAeAwu9cSEREREdW9eDyOeDwOIDleMcJMZ5VzOp3o6+tDX18fJicnzR5OGlFaCzDTSURERETUCCYnJ9UYxel0Zj2emc4qNzc3B5vNBgBVl+UEdjvXAuxeS0RERETUCEZHRzE8PAwgkenMFngy6KxyNpsNvb29Zg/DkDbTeYjltUREREREdS/fZX8sr6WiiDWd0t5WtLU2mzwaIiIiIiKqNgw6qShij85DXdwuhYiIiIiI0jHopKKITCc71xIRERERkR4GnVQUsaaTTYSIiIiIiEgPg04qiuhey+1SiIiIiIhID4NOKpiiKGqmk0EnERERERHpYdBJBVte28Tq/S0A3C6FiIiIiIj0Meikgmn36GSmk4iIiIiI9DDopILdklfVy+xeS0REREREelrMHgBlNj8/r162Wq2wWq0mjiZZ7N599fKBTgadRERERESNIB6PIx6PA0iOV4ww01nlnE4n+vr60NfXh8nJSbOHk2RxZTfo7NrbauJIiIiIiIioUiYnJ9UYxel0Zj2emc4qNzc3B5vNBgBVleUEgPjKhnrZ2sGgk4iIiIioEYyOjmJ4eBhAItOZLfBk0FnlbDYbent7zR6GLpHp3N/egpZmJs2JiIiIiBpBvsv+GClQwRZXE5nOrr17TB4JERERERFVKwadVLDFnfJaltYSEREREZERBp1UMFFey0wnEREREREZYdBJBRONhKzsXEtERERERAYYdFLBRKZTYtBJREREREQGGHRSwXbXdLK8loiIiIiI9DHopIKpazr3MdNJRERERET6GHRSQRRFQXyVmU4iIiIiIsqMQScVZG1jC/c3twFwTScRERERERlrMXsAlNn8/Lx62Wq1wmq1mjiaXaJzLcDutUREREREjSQejyMejwNIjleMMNNZ5ZxOJ/r6+tDX14fJyUmzh6OSd9ZzAtynk4iIiIiokUxOTqoxitPpzHo8M51Vbm5uDjabDQCqJssJQF3PCQDWDmY6iYiIiIgaxejoKIaHhwEkMp3ZAk8GnVXOZrOht7fX7GGkWbzHTCcRERERUSPKd9lfTQed4XAY4+Pj6OnpAQBEo1F4vV54PJ6iHndiYgIXLlyALMsAALvdntPjlms81Uib6ZT2MegkIiIiIiJ9NRt0TkxMYHx8HKFQCHa7HQAgyzJOnz6NCxcuIBAIFPS4Q0NDcLvdCIVC6mP6fD4MDQ3B5XIhEAhAkqSKjadayZpMJ8triYiIiIjISE02EgqHw/D5fAgEAmqABwCSJOHSpUuYmZnB9PR03o/r9Xrh9XoxMjKS9JhTU1MYGRlBMBjE2bNnKzaearawE3S2tzZjb1vNfndBRERERERlVpNB59mzZyFJElwuV9pt4nqv15vXY0ajUUSjUd3HBAC/3w8AmJmZQTAYLPt4ql1sORF0du9naS0RERERERmruaBTlmWEw2EMDg4aHuN2uwEkAsRcBYNBRKNRw4ykJElqFnN2drbs46l2C8vrAICe/W0mj4SIiIiIiKpZzQWdIsuoLWNNJdZcaoPDbCKRiNr4x4jD4QCQKKct93iqXWynvLabTYSIiIiIiCiDmgs6ReDW399veIwIAK9evZrz4545cwaSJGXsNCu62WobCZVrPNUudi+R6WTQSUREREREmdRcB5hoNAoAuh1kBbFliQgSc+FwOBCLxTIeI4LGU6dOlX081W53TSfLa4mIiIiIyFjNZToXFhbKcmw24XBYDRq13W3NGo/ZWF5LRERERES5qLlMZz5KmVn0+XwAEl1sM2U1Sz2e+fl53eutViusVmtB4yiWoigsryUiIiIiaiDxeBzxeDzteqN4Rauug85SEdukeDwejI2NVfS5nU6n7vUvvPACXnzxxYqORVi9v4X1jW0ALK8lIiIiImoEk5OTeOmllwq6b80FnWJ9ZKXIsoyzZ8/C4XAgEAhUfDxzc3Ow2Wxp15uV5QR2S2sBoIeZTiIiIiKiujc6Oorh4eG06+fn5w0TZULNBZ35lLYWWgarNTQ0BLvdjlAoZMp4bDYbent7875fOYk9OgHu00lERERE1AiKWd5Xc42EcukEKxr2ZNo7MxderxcLCwuGAWelx1MtROdaAOjez0wnEREREREZq7mgU+yHGYlEDI8R25gMDg4W/DwTExOIRqMZA85KjqeaiCZCABsJERERERFRZjUXdLpcLgC7gZweEQC63e6CnmNmZgYXLlzA7Oys7u1DQ0MVHU+1WUjKdLK8loiIiIiIjNXcmk6HwwGHw4FgMGh4jLjN4/Hk/fjhcBjj4+OGGc5oNJpUJlvu8VSL+OoGAl9/G9+9LmNeXgUAtLc2Y++eZpNHRkRERERE1azmMp1AYq9MIJGRTBWNRhEOh9VjtGRZhtfrhdfr1X1cWZbh8/nSutTKsqz+NzU1pZbUFjueWrK1reALv3sF5y/9GH8cugEAeOzhblgsFpNHRkRERERE1azmMp1AoqTV7/erW5mIzKMsy3C73Yb7aV68eBHT09MAEk2CHA5H0u0DAwOIRqNpQWWq1CxooeOpJd379uBYz168t7CiXveTJw6ZOCIiIiIiIqoFNRl0AsDY2BgcDge8Xq8a5EWjUfj9fsMy1meffRZ+vx+SJKUFnD6fL+O6TC29LrSFjKfWfKy3i0EnERERERHlxaIoimL2ICjdjRs30NfXh+vXr1fNPp2//5fv4G//mz9X/x3910/jkLXdxBEREREREZGZcolbanJNJ5njmZ98CMNPnAAAOB85yICTiIiIiIiyqtny2kYxPz+vXrZarbBarSaOBvjK3xzEZ08+gMce6jF1HEREREREZI54PI54PA4gOV4xwkxnlXM6nejr60NfXx8mJyfNHg6amix46rFjOCp1mD0UIiIiIiIyweTkpBqjOJ3OrMdzTWeVErXRc3NzsNlsAKoj00lERERERI0tNdPpdDozrulkeW2Vs9lsVdNIiIiIiIiIKN9kGMtriYiIiIiIqGwYdBIREREREVHZMOgkIiIiIiKismHQSURERERERGXDoJOIiIiIiIjKhkEnERERERERlQ2DTiIiIiIiIiobBp1ERERERERUNgw6iYiIiIiIqGxazB4AZTY/P69etlqtsFqtJo6GiIiIiIgaXTweRzweB5AcrxhhprPKOZ1O9PX1oa+vD5OTk2YPh4iIiIiIGtzk5KQaozidzqzHWxRFUSowLsrTjRs30NfXh7m5OdhsNgDMdBIRERERkflSM51OpxPXr19Hb2+v7vEsr61yNpvN8JdHRERERERUafkmw1heSzmLx+N48cUX1W81iIrB+USlxPlEpcT5RKXE+USlVKvzieW1VUqU12ZKU1daNY6JahfnE5US5xOVEucTlRLnE5VSNc6nXMbETCcRERERERGVDYNOqmnVWGLAMdWuanydOKbaVY2vE8dUu6rxdeKYalc1vk4cU+1aWlpK+r8eBp1U0+LxOF566aWqejPgmGpXNb5OHFPtqsbXiWOqXdX4OnFMtasaXyeOqXYtLy8n/V8Pg04iIiIiIiIqG26ZUqU2NzcBJPa9qRZiLBxTZhxTbjim3HBMueGYcsMx5YZjyg3HlBuOKTccU26qcUy3bt0CsBu/6GH32ip15coVOJ1Os4dBRERERESU1eXLl/GZz3xG9zYGnVVqbW0Nb775Jg4dOoSWFiakiYiIiIio+mxubuL27dv4xCc+gfb2dt1jGHQSERERERFR2bCREBEREREREZUNg04iIiIiIiIqGwadREREREREVDYMOomIiIiIiKhsGHQSERERERFR2XAvDsooHA5jfHwcPT09AIBoNAqv1wuPx2PyyMhMExMTuHDhAmRZBgDY7fac5kWh84nzsDH5fD709/djZGTE8BjOKdIjyzLGx8cRDAbV37Hdboff74ckSbr34VwiPcFgEFNTUwCgfuYNDQ1lfF8COJ8anSzLGBoags/ng8vlynp8peeLKfNMITLg9/sVSZKUSCSiXheLxRSHw6F4PB4TR0Zm8ng8ytTUlPrvWCymjIyMKAAUl8ulxGIx3fsVOp84DxtTKBRSACh+v9/wGM4p0jM7O6tIkpQ2d2ZnZxWXy6V7H84l0jM2NqaMjY3pXm+32/l5R0lisZgSCoXU3yMAJRAIZL1fpeeLWfOMQSfpEid8s7OzabfFYjEFQFLgQY1hZGREd06I2wDovmEVOp84DxuX3W7PGHRyTpEe8fvV+x06HA4FgBIKhXTvw7lEWoFAQBkZGTG8fWRkRPdLDM6nxjQ7O6sGbYFAQHG5XDkFnZWeL2bOMwadpMvhcCiSJBneLv6YqHFEIhHDLIGi7L5Z6b2ZFTqfOA8bk9/vV3+3RkEn5xTpkSTJ8H1KvD9pv91XFM4l0udwONK+oNCKRCIlnRecT/XF4/HkFHRWer6YOc/YSIjSyLKMcDiMwcFBw2PcbjcAYGZmplLDIpMFg0FEo1FMT0/r3i5JEux2OwBgdnZWvb7Q+cR52Jii0SgikQiGhoYMj+GcIj0+nw+yLMPn8+neHolEEAqF1PcpgHOJjIXDYSwsLBjeLuZRNBpVr+N8onxUer6YPc8YdFKaYDAIAEkfzKlEIwZtcEH1LRKJqAvNjTgcDgCJD2uh0PnEediYfD4f/H5/xmM4p0iP+ELMqGmH3W5X36MEziUyIkkSvF6v2jwolfic084BzifKR6Xni9nzjEEnpRETrb+/3/AYMWGvXr1akTGR+c6cOQNJkjJ2NhMfztrukIXOJ87DxjMzM6POs0w4pyhVMBiELMtpQWU2nEtkxOVyIRqNYmBgIOmLVEHvCzLOJ8pHpeeL2fOMW6ZQGlEqkunET7RYNvoGkOqPw+FALBbLeIx4kzp16pR6XaHzifOwsciyjAsXLiAQCGQ9lnOKUomTKXHCND09jVAoBABYWFjAqVOnMDY2lnY/ziUycv78eczMzKiB59jYmBpker1e2O32tDnF+UT5qPR8MXueMdNJaTKtYSjmWKpv4XBYfZPS7l9W6HziPGwsuZTVCpxTlEpkonp6euDz+WC32zE1NYWpqSkEAgFcuXIFAwMDaSdSnEtkRJKkpDXAExMT6O/vh9vthtvtVvfu1OJ8onxUer6YPc8YdFJR+I0bCaJ5R6bN17MpdD5xHta2YDCI/v7+jOtMCsU51RjECdLVq1fR39+ftq7z/PnziEajGRtUZcO51HgcDkdS4BmNRhEMBkuy3o3zifJR6fnCTCcRVaWZmRkEg0F4PB7dEjaiTKampjhvqCTC4XBSpYUgSRJcLheCwSC7f1LOwuEwhoaG4Pf7MTs7q36hOj09jf7+fgaARHlg0ElpRD03US5kWcbZs2fhcDh01+MVOp84DxuDz+fDuXPn8roP5xSlEr/bTI2ExFrzCxcupN2v0Oej+hUMBjE0NISpqSl4PB64XC7EYjH1S41oNIrjx48n3YfzifJR6fli9jxj0Elp8imNLLSMkurH0NAQ7Ha72rQjVaHzifOw/ommBvl2HOWcolTi95XLVgDaTqScS6RHlmV13WbqnJqamlKznqn7wnI+UT4qPV/MnmcMOilNLp2rxPqZcqzBotrh9XqxsLBgGHAChc8nzsP6l0/zIC3OKUqVz+9LfNkBcC6RvvHxcTgcDsM9X10ul/q5py3X5nyifFR6vpg9z7hlCqUR+/dEIhHDY8SH9uDgYEXGRNVnYmIC0Wg0Y8AJFD6fOA/rWzgcVhsI6REffOPj42qXSL/fD4/HwzlFaUTpbC5r7LQnU5xLpCccDmf9vYktUyYmJtTrOJ8oH5WeL2bPMwadlEZ8s6f9NjiVmLBut7siY6LqMjMzgwsXLhgGnENDQ+r6zkLnE+dhfcu276vX68X09DTOnTuX1mSIc4pS5fK7FQGptpybc4n0LCws5JTp6e/v53yiglV6vpg+zxQiHQ6HQ8k0PbLdTvUrFAopDofD8PZIJKKMjY0lXVfofOI8bFwjIyMKAMXv9+vezjlFqVwuV8bfnbh9dnY26XrOJUo1Njam2O32rMeNjIzw8450eTweBYASCAQyHlfp+WLmPOPsJV2zs7OGfyyRSCTjySDVr1gsprhcLiUSiaRdL/4bGxtTpqamkm4vdD5xHjaubEEn5xSlyvT7i8ViCgDF4/Gk3ca5RKlisZhit9sz/v5CoZBit9uVWCyWdD3nEylK7kFnpeeLmfOMQScZ8vv9iiRJSQGGeCPW++Cm+me32xUAWf8LhUJp9y10PnEeNiaRlSrH3OCcql+BQCDthCoSiSgOh0NxuVxpAYLAuUSpIpGIIkmSMjIykjZvpqamFIfDoftZpyicT7SbMUzNhOup9Hwxa55ZFEVRiivQpXoWDAbh9/vVtQ3RaBRerxcej8fkkVGl+Xy+pIYJmcRiMd1224XOJ87DxhAMBtWOyNqGMJIkoaenB4FAIG17Fc4pShUOhzE+Pq6uW+rp6cHQ0JC6v6IRziXSMzExkba3q9vtTltrnorzqbFEo1F1HaTRZ5jdbsfs7Kzu/Ss9X8yYZww6iYiIiIiIqGy4TycRERERERGVDYNOIiIiIiIiKhsGnURERERERFQ2DDqJiIiIiIiobBh0EhERERERUdkw6CQiIiIiIqKyYdBJREREREREZcOgk4iIiIiIiMqGQScRERERERGVDYNOIiIiIiIiKhsGnURERERERFQ2DDqJiIiIiIiobBh0EhERERERUdkw6CQiIiIiIqKyYdBJRAUZGhpCd3c3LBZL0n/9/f3qf93d3ejv78fAwAAmJiYgy7LZw6YyCofDmJiYUH/fRERERABgURRFMXsQRFS7wuEwBgYGAABTU1MYGRlJOyYYDMLv96v/Hxsbq/QwqQxkWcbFixcxOzuLYDCofqlgt9sRCoUgSZKp4yMiIqLqwKCTiIpmsVgAAKFQCA6Hw/A4t9uNYDCIkZERTE1NVWp4VGKyLMPn82F6elq9zm63w+VyYWhoCC6Xy8TRERERUbVh0ElERcs16AwGg3C73QCA2dlZBic1SJZlHD9+HLIsw+Vywefz8fdIREREGbWYPQAiahza4CQQCDBYqUGnT59GT08PQqEQ7Ha72cMhIiKiGsCgk4hMEY1GzR4C5SkYDCIajeKtt97iek0iIiLKGbvXEpEpmCWrPVNTU/D7/Qw4iYiIKC8MOomoYmZmZtTLXq837fZoNAqv14uhoSF4vV643e6ctt4IBoNJW7h4vV71v/7+fnU7l4GBAfV5xXNpb+/v71dvD4fDadvCaO8v1qdqt4txu90Ih8NJY0t9/GAwmPaauN1uuN1uDA0NYWhoKKlBT65kWU77edxut/o6uN3uorcyCYfDanfimZkZdbxDQ0Nwu905jVtsqaK9b2rWOxqNYmhoCMFgMOl36fV61d9B6usYjUbVn1Fs1ZM6TvE6p/6OUuUzDwsZq97vKvWYVMFgUHceFvr6Fvpa6f3daMeT7e8m2/31iHGl/q2J+Sb+hlK3btJu0aR3/1yqLXIdr/bn7e/v1/1bmJmZUeeVeH1z+ZvJ9X6l/Bsw4z212LmV+lrk81mS+p6pnU/iObTPrX398nmucs5VoqqnEBEVCYACQAmFQhmPczgcCgAlEAik3RYKhRSXy6XEYrGk610ul2K329Ou1xMIBJSpqamk6yKRiAJAsdvtuveJxWIKAEWSJN3bQ6FQxvv7/X4FgOJwOAzHJUmS4vF40q4fGRlRJElSIpFI2s+hd3wuxM+j9/YufpZMY81E/H5cLpfu72pkZET3ejEuh8OhuFyupOsDgYACQJmdnU0b58jIiO44RkZGdG8PhULq78NutytjY2Npc21qakoBoPj9ft3HznceFjpWwW63K5Ikpb0uqcbGxhRJkgznaT6vrxh3Ma9VsX832e6vZ2xsLONrKZ7T6L1IzP1c3kuMxmv084i/Zb33NkVRFI/HozuvjK4v9H6l+BvQMuM9tdj75/s3LJ4v9X1YkiQFQNLxsVhMkSRJ/Xsq9HOrnHOVqFox6CSiomX68IxEIkogEFDsdrtit9vTTn4Fo0BGnBBkOylXFEWZnZ1Ne3xx/0yBVqYTHHGim+3+mb7D0zt5EMGI3ushThqNXqtsMv08Ho8n5xNOrVgspoyMjCgOh8PwZE9REr9HvdfK4XBkHJP2tlAolDUwFieERidsmV4/8dqnnkyL8eczD4sdq8vlUudY6kmv9rmnpqYUSZIMX/t8Xl+tYl6rXAKHbH83meZSqlyCJXFM6pc2IjgohtHPI+aAUYAgAhAjRrcXej8x1kJ/r1pmvqcWOrfy/RuORCK6X/LZ7Xbd93W/368G8sV8bpVzrhJVIwadRFQ0cYIjMi2p/42NjWUNoMQHvN5JkMiQZjM1NVXSE6TZ2Vn15CzT/TOdwEUiEWVsbCztukyPmem1yEU5gs5IJKIGT5nGJb7B1z5+tmBhdnY26fZYLJbzfDEKOjNl0DJlUvKdh8WO1eVyqfMhdZ4I4nUxCjrzfX21inmtqjHoVJTdOa79HWbKJuZK7+cJBAKGmVdxe7a/Gb3fT6H304610N+rllnvqcXMrXz/hkOhkO6xRkHn7Oysenyxn1vlmqtE1YhBJxEVLdu36rmYnZ1VxsbGdD9sXS5XxkyQ4Pf7007sCz1BisViisfjyRogKkrmstWxsbG0cYuTLqOT50gkUnDAqSiZT/iy/SxGxOtgFDxlev5MQZei7P6Oci0pFifkRkFaLifT4oQw9XUuxTzMZ6wio5EpU5kt6Czm9S3mtarWoFNRdrPLkUhEGRkZyTpnc5H684yNjRn+XgXx2uX7N1Po/bJdrze2TO81Zr2nFjO38v0bDoVCup9dRkGn9v25FO8X5ZirRNWIW6YQUVVwuVzqvp2yLOPixYuIRCIAct9e5e7duyXrinv27FmcP38eCwsLWY91OBxwOBwIh8MIh8NwOBzqbeFwOG1MV69eBWDcwddut6sNewoly7LabCQSiSAcDmNhYQGBQAAej6eox87lNZZlGbIsQ5Ik9fd34cKFjA1ztM00tILBIGRZxsLCAkKhkPp/7eucr8HBQYTDYYRCoaTri52HhY713LlzGBoawszMTNLvJxgMZt3PttjXNxuj1woAFhYWdJva5Ppceve32+1F7+F76dIlDAwMYGBgAOfOnStqrugRv6ts4xQNZ/L9myn0fvnI9HsVzHpPBQqfW/n+Dec7N7Tvz6X43Cr3XCWqFgw6iahqTE9Pw+/3AwB8Ph/OnTunnoDl8gFeyImXnomJCXi9XkiSlPMJkujsODU1hampKQC7XSNTiRPKcm49IkmSejLkcrkQjUYRCARw4cIFOByOok4ks41bkiTIsoyrV68mPc+ZM2cMn3dkZMTwcXt6etTLCwsLiEajOf9eMo0R0D8xLGYeFjpWj8cDSZIwPj6eFHSGw2GMjY2lPbagHU+hr282mV4rALqBVz4Brvb+4XAYPp8P0WgU586dU3/2fDkcDoyNjWFiYkINAkpBdIgV82NmZgYTExO649S+Bvn8zQwODhZ0v3wD9Wy/V8Dc91Sg8LlV7GdJPop9rnLNVaKqY3aqlYhqH0pQXitKkfTWR+VapqRXPphvKVgoFEoqmculFEz7ONq3VaNy0UxdfEsBGUrrRBOPQp5b/HzZ1huJ40SZmPh3PmWpmYgyYaNmG5l+fkGUOKeWR5ZiHuYzVu31qQ2FRAMhQTTjSlXM61vMa4UylteK11r7nPmU14rHEI9TzHuTdrySJCXN/2ylzfn+zYjfYaH3Sx1rJka/Vy2z3lOLmVul+hs2Kq8tx3OVeq4SVSPu00lEppuenkYwGITD4VCzhJno7TEny7JuJigfsixjfHxc/dYa0M8uGRElV9PT04hGo4b3FZkMM/ZeO3fuHIBEqVu+RNlXruMWx4vsW6l+XlHSFgwGC9rTFNgtcT516pR6XSnmYTFjFfsNiueenp7Oqcy61K9vKr3XqtzE32Ch+8oODQ3B7/cjEAhAkiQMDQ0VXF6sZbfbkzJ/gUAAAHD69Gndx8/3dyOOL/R++cj2e62G99R8leNvuNzPVa65SlRtGHQSkelmZ2cBJMoD9aSeeOl9wE9PT+uWsubD5/Ph/PnzBd9fGzRMTU0ZbnifGlxkGk+piRNmWZbzDlLEuDOtGxS3aYMl8XOI37MRcZxYG5uJOMnOtB7NiCzLCIfDkCQpqZS1kHlY7Fi1AYzdbofD4cg7kM739c2H0WtVbtogKt95OjExAbfbDYfDAUmSEAgEIMty0e8PehwOB/x+v+Hji9c8l78ZbYluoffLVS6/12p4T81XKT5LKvlclZyrRGZj0ElERSnlN7J6a4dEAxztc6WuCZJlGbOzs0U1H5FlGW63u6j1S5kaCqUeNzIygmg0anhSOT09DbfbXfBYjIjnkyQp7+zIyMgIHA4HxsfHDY/x+Xyw2+1JJ1jifhMTE4bzxefzqT9v6v0z/RxGr5E4qdYjsrwiS5Uqn3lY7FhTx3ju3Dn1pDPX+Zzv65uqmNeqXC5evAgg/3k6MzOD2dnZpC89XC4XxsbGEAwGC86cZjI2NgaHw6H7+Pn8zWizgYXeT6uY32u1vKcWqtDPkko+lxlzlchUZtf3ElFtE2vWkMdaq1RiyxG73Z60hkls2p26H512nVEkElEcDofhuhmxfshofZNYH2T0dqgdWy7EurNctjwRa6pS14MFAoGsWzEYyfTzaPfaLHTdUCwWUxwOh+JwONLWm3k8HsPfhbif3W5Pu93v96f9vH6/X/c1FNsuwGAdlaLsrnPzeDxpr22mNa2FzsNCxyoeL3WMRlujSJKUcR7n8/oKhb5W2fZ5FH932dbl6c1T8XtInadiPEa/90zb02ifr5C5n+3nFc+t9/ixWExxuVwF/c0Ucj9FKfz3qijmv6cWM7eK+SxJJX4Go/W6xTxXOecqUbVi0ElEBfF4PGoAo/3P6IQ5G7FHmd1uVzwejzIyMpIUxI6NjSmSJCkul0uJRCLK7OysekIvTkT1/hNNe7DTeGJkZESJRCJJz5d6u6IkTihSf0bt7UbECUOuAoGA2kRCjLmQJj+xWCzt59E+psvlUl/bUjT0CQQCisfjSfovl0Bb3E87NqMTK7GR/MjIiHof8TNkOhnTnrCKgEvMhWw/f77zsJCxaoNRbXCgfQ7tHPB4PIbztJjXt5DXqti/G737u1wudQ6J1027v634mVJfLzHf/H5/0uPpBQra9wHxnLnM12w/rzgm9flT54eiJL6QEj+rCCZz+aKukPsV8jdg9ntqqd6TC/0bVhRF/fvVjkGSJPVxUoP/fJ+rnHOVqNpZFEVRQERUY3w+HyYmJuD3+3PaDiIajcLv92N6errosrFMZFmGz+craq0QFcdisUCSJMRiMbOHUvX4WtWnQn6v1fqeSkT1gft0ElFNEvtO5trcRKy9i0ajZe0aW4rmG0RElVat76lEVB/YSIiIapIsywV10/T5fCVrfhQMBtMei9/4E1Etqob3VCKqXww6iagmFdoR0W634+7du0U//8zMDNxud9J+lxMTE4bbpBARVTOz31OJqL4x6CSihmK320tSCia2cRB7tEWjUUQikYruZUjpxO9WlmVmX7Lga1WfKv17LdV7KhHVNzYSIiIq0MTEBK5cuYKenh5IkmS4Xx6VXzQahdvtTjv5tdvtCIVCpuwVWK34WtUn/l6JqJox6CQiIiIiIqKyYXktERERERERlQ2DTiIiIiIiIiobBp1ERERERERUNgw6iYiIiIiIqGwYdBIREREREVHZMOgkIiIiIiKismHQSURERERERGXDoJOIiIiIiIjK5v8HyvM3CVao3jgAAAAASUVORK5CYII=",
|
|
"text/plain": [
|
|
"<Figure size 1050x700 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"intensity = np.mean(face_intensity, axis=0)\n",
|
|
"x = np.linspace(0, 1000, len(intensity))\n",
|
|
"plt.plot(x, intensity*(1e-6*(x-400)**2+1))\n",
|
|
"# plt.plot(x, 1e-11*(x-400)**4+1)\n",
|
|
"plt.xlabel('Радиус в безразмерных координатах')\n",
|
|
"plt.ylabel('Интенсивность')\n",
|
|
"\n",
|
|
"plt.savefig(r'images/bieniya_plot.svg')\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 14,
|
|
"id": "6694fc26-4fc5-497d-b7ec-0412cebc8bb3",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
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"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 1575x350 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"wl1 = 577 # нм\n",
|
|
"wl2 = 546 # нм\n",
|
|
"nu = lambda wl : (3e8 * 1e9 / wl)\n",
|
|
"\n",
|
|
"t = np.linspace(0, 7e-14, 1000) - 1.2e-14\n",
|
|
"w1 = np.sin(2*np.pi*nu(wl1)*t)\n",
|
|
"w2 = np.sin(2*np.pi*nu(wl2)*t)\n",
|
|
"\n",
|
|
"plt.figure(figsize=(9,2))\n",
|
|
"plt.plot(t, w1, alpha=.2, color='yellow', label='Первая волна')\n",
|
|
"plt.plot(t, w2, alpha=.2, color='green', label='Вторая волна')\n",
|
|
"plt.plot(t, (w1 + w2)/2, label='Сумма')\n",
|
|
"plt.axis('off')\n",
|
|
"\n",
|
|
"plt.legend(frameon=True)\n",
|
|
"plt.savefig('images/bieniya_scheme.svg')\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "19a36a5f-d7ad-4720-9d5c-cbaecaf59636",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"source": [
|
|
"### Разность длин волн, полученная при наблюдении биений"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 15,
|
|
"id": "1e23db39-56a0-4a1d-b2bf-8d77f6d7e8d8",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"33.94117647058823"
|
|
]
|
|
},
|
|
"execution_count": 15,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"delta = 1/17 * lamb * 1e3 # нм\n",
|
|
"delta"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "5b220cdb-e764-443e-9f18-834132439e24",
|
|
"metadata": {
|
|
"jp-MarkdownHeadingCollapsed": true,
|
|
"tags": []
|
|
},
|
|
"source": [
|
|
"## Лабораторный журнал"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "raw",
|
|
"id": "87504042-278d-43b9-82d3-e10518bd63f1",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"source": [
|
|
"81 (темн)\n",
|
|
"84 (светл)\n",
|
|
"89\n",
|
|
"94\n",
|
|
"98\n",
|
|
"\n",
|
|
"104\n",
|
|
"108\n",
|
|
"113\n",
|
|
"119\n",
|
|
"124\n",
|
|
"128\n",
|
|
"132\n",
|
|
"137\n",
|
|
"144\n",
|
|
"154\n",
|
|
"160\n",
|
|
"165\n",
|
|
"171\n",
|
|
"177\n",
|
|
"183\n",
|
|
"189\n",
|
|
"195\n",
|
|
"\n",
|
|
"202\n",
|
|
"209\n",
|
|
"214\n",
|
|
"222\n",
|
|
"229\n",
|
|
"236\n",
|
|
"243\n",
|
|
"252\n",
|
|
"259\n",
|
|
"268\n",
|
|
"276\n",
|
|
"285\n",
|
|
"295\n",
|
|
"\n",
|
|
"303\n",
|
|
"313\n",
|
|
"324\n",
|
|
"336\n",
|
|
"351\n",
|
|
"364\n",
|
|
"378\n",
|
|
"399 (темн)\n",
|
|
"\n",
|
|
"424 (светл) -- последнее кольцо\n",
|
|
"далее тёмное пятно радиусом 435\n",
|
|
"центр -- 482"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "raw",
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"id": "a9da40b4-e2b7-4943-9f76-098686d1824c",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"source": [
|
|
"14 полос между системами"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
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},
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"kernels_config": {
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"python": {
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"delete_cmd_postfix": "",
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