984 lines
1.2 MiB
Plaintext
984 lines
1.2 MiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 15,
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"id": "d5d62d24",
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"metadata": {},
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"outputs": [],
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"source": [
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"import numpy as np\n",
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"import cv2\n",
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"import matplotlib.pyplot as plt"
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]
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},
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{
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"cell_type": "markdown",
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"id": "2799ab25",
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"metadata": {},
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"source": [
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"# Базовая работа с изображением"
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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": 16,
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"id": "5037aa29",
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"metadata": {},
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"outputs": [],
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"source": [
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"image = cv2.imread('sar_2_color.jpg')"
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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": 17,
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"id": "3e5f356b",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"<matplotlib.image.AxesImage at 0x1d1882deb90>"
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]
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},
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"execution_count": 17,
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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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"data": {
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"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.imshow(image)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 18,
|
|
"id": "37b8f016",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(572, 974, 3)"
|
|
]
|
|
},
|
|
"execution_count": 18,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"image.shape # h,w,c"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 19,
|
|
"id": "e4530952",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"array([12, 12, 12], dtype=uint8)"
|
|
]
|
|
},
|
|
"execution_count": 19,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"image[250,250] # b,g,r"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 20,
|
|
"id": "51aab9ce",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# ROI\n",
|
|
"img_roi = image[100:200, 500:700]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 21,
|
|
"id": "70010d8b",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<matplotlib.image.AxesImage at 0x1d188327220>"
|
|
]
|
|
},
|
|
"execution_count": 21,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.imshow(img_roi)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 22,
|
|
"id": "f882dac3",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"b,g,r = cv2.split(image)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 23,
|
|
"id": "1f89e4b5",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<matplotlib.image.AxesImage at 0x1d1883a9390>"
|
|
]
|
|
},
|
|
"execution_count": 23,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.imshow(b, cmap = 'gray')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 24,
|
|
"id": "80f48335",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<matplotlib.image.AxesImage at 0x1d188781690>"
|
|
]
|
|
},
|
|
"execution_count": 24,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.imshow(g, cmap = 'gray')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 25,
|
|
"id": "14bf6bec",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# alternative approach\n",
|
|
"b = image[:,:,0]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 26,
|
|
"id": "65f6cb65",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"import copy\n",
|
|
"\n",
|
|
"image2 = copy.deepcopy(image)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 27,
|
|
"id": "6e348740",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"image2[50:100,50:100] = [0,0,0]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 28,
|
|
"id": "f0af9079",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<matplotlib.image.AxesImage at 0x1d1887ea830>"
|
|
]
|
|
},
|
|
"execution_count": 28,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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0UsXKesBGJeSjOxOuvbbK7R/e41qlRTIJ8bZOuLBqc9S7h9XfJjx3mX5DcpwcUVkp0X7tu7hlwfSDHzO6+xFxcoPmr38d1b2D5QUoOaN4oDjovMZwckToXiCXj/lkkrG+sDE3rlF1fQ7/ZJf+wyH+x2OClzZIqlsUaQxpDJ7HK7+8Q+4WjE8UKpvT3rnB/OFdju98yNblK8iGz4O//ICy59O8eAUxSiilio70ifMQ78iipA3BxfUvBeL/4uBujCmEEP974I8AC/i/GmNufdk1wkj6ixy7MLiNKrNpQb0iieMAx/IYjRQeFicPMr6yfols4dEzOVIIqpSZT8acZDGpZeOVFVGmOZlGNNserVLAR4d97qULSp5PllpYjovRGeFEYVUtLEuQRILpPshajywyOMYitTOU0Dw+idgfxLQbZeIiJ51r5gvNjdUaO1vw/qMB41nGStPFqeUk04T1tRrDQYq0BfksRziSsBCoVJOLGG1SHL/G/d4I3y0ob1isG5sosTgahkwjhV04jIcFRSrxRIxMPby8hlE+bsknsEs4qY+yciISOqUqjmuQlqZZqtANJ0xlxLXGeTatFveSQ8qOi+tZpLFGAcIYhLAw5jTClgZlDMZAWCjibpdu7wSjBblSGCGQyOW5Rp8y7gINT4D99NAyQgeEWVIw+skxveRspXzC+UsDRoDSGmlJCqWXDkRIBAZ9tjowS4ckBCxTGYp3+g+5zQEbbpNr61vsBE22Z1WmeZXYUzxMHjMKe2TMsREoY0AqCh3T37tF7cF1TJDjnC/jpRUmD/ZJZlMq6y+yePQJJSPQWUizcxPh2MQLl3bzHMpzmN/9CbX1DrGb4rZrxI7GOdaslM/TtOscHt/CCE2FKpvODkkcE4ZTbDuk5pVRsykbpQbzgylWUMXOPSKVYtyAWbRArg4peTl24TOYFCxaC/rRgFf5JrUgR7YUYZby2uoVJlnGn3XfZ2pnlAtJ3XaQLpQ8wQW3w2SaM4gWHEwiarLJBXedcTHDsZv0vIKP8gdUncs4zQ7WyZxC2NR0gUgXHJw8pBZUmIu76FpAre5THJ1grBaHJw+hOcF3XU7e+ohWpYRv11g4kkU/5uoFh9lghusp2qsaP7UIpxn9UUq4qOA2HMazLp0LFX71yqsUeY/54BOqvuHHb/0u086My1dfp9G0+WDU4+qG4fL4PpOjHt1bQ+rlHL/eYILEK5d59LFhMShAjGlaNndv9XnpeofDOzMyu4QtDWsMGH3w7xiXXkfsSPR0TnRygLh0AfvaJZzDh/TvvUNsBlQ3y5giA23jH/R5+cYPOSxF9L6zRXd6kTs/2+WVb17AOG0+qbaovniOeXSf/dt3udDqYBdTsiyi5GmyYUzYe8y5+iqrgzaDSpNDd47r1pC6T6RmdEY1Yt8lSiG2BV5mmE27NIIypYqgsojZuLBCWba+FIv/Rjh3Y8wfAH/wn3u+NlAYRaZimPoEjTbevMw4GdJsVLjRKJjJMjXfQmtJHBdkOqccKAZqTLsSsFXpkJsYI1LKfsZ0nOB6gmEWU6/UmaQJVauEVppzzTrOIiXwbbqTBMdxmI8KsjTnK62Ux3uGvTinswYvXahycKgYhYLpImSmbDzLxpUuj/YXrLUlO50G652cSt0wmIWsdMo4Vsr6modjK0qVEtE0ZjZZUJQkURojcTgZZEQyYa1kswgjNlcdmm2boFEiHDtMDyUl18EISVPUCCo2VWrEc40ubE7mXUrOEhA3/CZeIOiqE3I0H/dP8F0baSl2wzF1UScoyjg1uLKyyYdHB8uoW4MRZ3QJgEGcvhZCosxSUmWExLId4DRq1wawsCwJRsMpvbIEcYEQEnHGuZ++lphlEk8vaZhlFC+eScsuj6P10lGcBvZSSjQK5DJSN0sG//Sq5bMkImMvGzI4nNO4egPLnlLJ6iRhgs5HJPkYLRVCiCUVhMBCISyD1/aZegJpLIxRKKVw3BpyMMIahoRFzmzUZ/ed20gpaayc58r3/wWGCgcPHtP90Y/YvnQNv91g7fIa0t1msn+bvdkBgdOh3KijtQ9G4CmHdHiA0AGbjfNUnIBYZrhCES32STNNw2oQJxmpgvvTCaKc0PB9Utvip3u7pKrgZDTmfPMFrFLCoDjm7uIQu6lY29zC8WP2RwfsDiJWtMv5VoDtB7zsXaR7CFdrDh/M90lSj1a1zjBU+E4VkSYEviIfjVnomPDOPc65DbA9KoFgx5M8DCocTodIu4pz4TJeSaLXY+g+pOPEtLYU471HQE4hApKJYsyUdtnj/qMUO3GpeCU6tRLzYEwgNKtOmcHhiJAJTivk+isr3K2tMp2P6Fx2eLj7MYsk5NK3z7Ny4xrBZMqDt7qUF4qNG3Wm/ZhFP6RxY4vG1jkO7+3Sabc5eXuf6dEcKWy6eyGRSGhdNdSbBd7JIZ3VC/T+/C3KfkbYHdH85jVmkx4d18a+eZmTn82JHt2GXgVheST9Gbc3YpI3UjbadS6+Wmflv9rgz4Z9bv35Ib/6v95i0Gwwu3kVb1RmfO8Rh7eP6CQryKBDVI0J4pj5KKB8UzBulzFTSZMGftBiEo4I5imZTGnGCVNimoGLnYApuSwGU0ThYjVWcLaa2KO9L8XV/8USqs+ahWRVbdBqeKy5NrEqiOIIN68h4gqj8ASvqDOXishKaQVlXGGoeB5kNiWj8R3J8Syi2XRxLEHs5RTFMnvvmJjVVZ+aJZmlAqkzXr22yoOTMclA088yZhNFEEDUNLTrPseDlCgVHI4WDG2BaGpWnSrZyNCqeCitqNgutpszCiPskmT3OMILJPNJwkq7xGScUN7wwS2YLUA7kKoMt+ZiOxmziUE6GoICoSWzFGxfgaNprDhstwJEEdDdzxA6Bmmz310wTzUtp0lQdqkqm1a9zCBL6c5HKG+OTgWzPCXJMkzuIAqXo3xCJCe4EQR+mYtrmzzoHVMYhVzyLKckDafALtDGYLFU/SCX0GuJJY2jl1lTCjSWALGUSSyzqWJ5HkqjT8cDgzHqSaRvAIlAaI2Qp0Au5fJ3eLoSOHUQS1WROXVEp1SPFOSFPh1RYlkw1zG/d+d9zjWqbJXW2E/mHEYn5FIjjERa9pLeMUvnZLRmdvAQf7uJGk5YTEZ4tk+ez+isuOQjGN49IJ7NQYPShuHRPZo/+VPsSofZ3i4ij3j04Tu4fgM5rrJdfo1q4wUWVoo0LpktqFR8DvsPKWeKpilTddvkSYzbXKWiG4z1Y5QCg6Jkl5jLDGROljikwma8CMlUjsDi+vZ12qPL3I4nrNQ1VuTzaNpjpWZwCpcSHq+eb/FGMSMWGe+MQt4d9Lji9HmhvUNrdpNzYYX92gC7fY5GCmZyQjUpU0lX+Gh6i5lMsbIZ4/KCxLGpq4Tq5RcJvnuR0qBBPnhEfVMybnZZawc8vr2gtrMC5RrjYZnZJ8dUDhReJrAjTVrXTHuCmuWRDirkOFxdb/JS8FV2WoZ//eCA7t4cK9XcfjgheOVVLr50iVa5y2J3woPbb5PKMfUXbzKL2hC/RK0zodSSHHf3KW+4/Mp317l7GDK26+jBEasNl76osbnR4s6dIyItWG3WsIqQx93HuH/nZV77ep3jP5nSN0Oc+QH18hwniVj97jeQfofHv/O7KNfDhAlSFxw/2mc+CNlt9dmb7OBYE1597SU++MktisMTGu0hre1NvF/5KubhJ3RvvU1LHuCvlokXZVTSZHzHZ/qbX2V30mV69x6t6jZ+0qTknyeeD9GlEdq2sFWEmLvE+ZCVYocot3FcQz8ZcO5xm/uLfb7MfiHAXRvNitVh2u1jBR6pyAn8ErkOmc9yJCVqdoCWiu/s3CAuEv6yew+KGsJk7EcjrjbaXOxUccuKB5Me5apFKBSNioPKFJaTM4wWlCsG15EcHSfEkebmxRp3T2YQaVqBx96jFEdInNxl3M/QOqc7L5BlhzCM6FgWiVFYtqCxrkhJqQiPKMn5le8EjKcZ/VGJbK5RseRkN0MLA+TUqyXSCLJQY9chMinnWgFrF2zm45zRKENh0+tntBpgBRqdJVRXLaQtmc8Udiap2g4bTcXRMCaNbBpVn3ceP6JTCvj2zZf5t2+/S4U6LzTPsb9ImIcLtE7x7BI6TfE9h7ICR0gyFOI02pY8TYBqYxBGIywbtMHoM6ULGPQpNbKMyNEGCSgMWp/y6giElFhmSfNoDAj5RDi55Pz18jwtlqsBzhzB6byAZWSv9RkNT3GafOU0ArcsiT7l7jUGYQyhLrgzmXJnMsUYjRIgtDnl+g1SAHKZE9Cq4OSjN6n0VvBbTSqdNtGix/TWIdP8E7LpdElfITEUoAVCaB48+glGaCyjTtU+GlfaMB0xc3tsVq9y6eJvMO8ekcRzts/9ErPifQ733qJudVj3VzkJjwnDPkNriiwELavKuMixCs2qv8bjZEq7USNWMbPCxhYJhbCYDAzBapvQaEb7+8ikYG31Eh8f38F1x1RSl9Vmja2bNiYzbAR1bv30IbeKggfDPhemIS37ZbRfpeqvUIoNLzqXUE5CouBS8yJ/Fv8Z+5UjBkJh+ZJISR7deZsbZsjF//qXqX7Pw1xM+KqTYh+dcO03XqC6SDHTCnsrN8gnAda8zmTxgO7tY+oqpNGwqHc8pG6h0oxXt69RFDHRxgmvNQOO95oY18aeJox++DO+Xr1II2txouZEdcnBj+6y/+YxleZlmpfX+fCDjJdfrhJcPMfqRSCMOLo1YO2ldfwk5cEbMXpR4eZXL9JuVPjjNz/BcxMmXU1tRXLye/+Rm3//m7R26nx0XOKmGTIxMfWWxhc5b/WP2bj0IpkVMXt0nyxOyecpRTwhzT3smkOnJHgUn+A0Vnj/jUPOvdbiqn+b3XmdV//xt/jIZMx7Q5qXL1MruaRTiMKc7l8tqc56BOe21ij8Oe4koG8s0mJKJhc0qzbzSUJkCUbMaAYBpixoVg1rOqN9rvqluPoLAe6e8KmqOtMiwq/Umc6P2HDbdKMFITMqvs1MR6QFZDkcJUMm2ZxEhFiOBi14NBzRqfh01jy+u9PCLsOP3z+hVfMYzxJOJimL+ZyVTplxkuBYFioVbNWraAmuExNgI1TAcTfm2uUK17bWuHM8Jpsm6DzDcjVKSBaqIPAVse3h2obWCnQsh0vnSxz1Uj6+P6ZvCa6e87FEme5BirQ8bMtno+aRWeDXcnJhg5tyeBjRaFT51t9t88GPxtQqZdJU0R0XSNtglGYearAFaa5pt5vsT3so5WMVEJQMr1xq8e6jQ352V1HWHbaDNabTiDSOaYg1jHTRToZGIDJ4Yf0cvWxBMp2wpDY0RkrkEmGx4IkqxpwSJ8sYeZnIxCz5GksvqRZlltG9Y9sopU958tMquVOHoZRCCrCEwLbkknUxnLLwLJ/hNFI3xiAt+bmVhGDJ1SPEkp+XS1pISIHSS9oF63QssVx1SARG6GUewCz12MqY5YpDgEpjJgd7OP0+5q4kTxZIvVxtCCGfrDIQAik5TTxnCC2wLQstNUYYpkmf+eMxzv7bHNQucGP7u6yIcxhVY/zofVpZCaw1ytJhpmckYkIl9jkxR1ze3EKkmroVoEOBm0rWzAVOeiNqcp2W5VBuCUYyQmqH/f59ynaZJMuoWZo8SWjVyyRRzLmdCnUv56f3T7BrVS6tS156oUPer/HmwYRb6i5bDQvff5GVgx7eXDDVMZVanXg9ZiICGslV+pMFXt1j5ocEqYNqwEdHd6n+33tUrl+g9voqW69WuLGlecHLWU009wYW3w/gcOVFhoMNpoOAu390QCUoMeznrFcsXnvhCrffG5CMb7Dr/BHjTo5/vkV5URCHKfPbA+qeB0dTXrr2GnJWYypGjMQtRJYhtU3dzul2x9wWU775dzaprzb55ONPULMZjdim2mjxg4cDSoXHotcmaiomls+bDwe4JZ+OL6lUCsLdEdUrl/iNlW8zOkm49rLHnT+9yzeuSh5ua2ZpxLd+fZ2P/t0nHD+2SN0G8WhAOAzpB4Kpa1GpNNHpAuYVFt0xla19gsuCSE145dVfY/ToLslUI8uCwMqwjCH+YI/Xg99k4rhM3H3m42MuB9sE65vY0xKpWjCOFsRpQag1uS3JnYyqv4oYZ2TrkrqxvhRXfyHAPTU5U6Ooyg6PJ3toB3ZnQxxR5Sg6QGV16r5FkxaHj20+KCZ4VYdYhdRLFueqAftJl/1shDtZ5VfOrfJn9+7j2SVsY+M5PriKX/qlNXaPxwyjmEvbZcbG4o/f6rLS8jCZJLEz8iRhddMm0XMGqSTLNZax8aVBWYr945DtbYuNVRdjFfQnGZUAuoOED39nDljYWlJr2tQ6gqLIqcUutuXQvxNgyRWKPCJ3AnzZI5d7OBWJe87izdsjEqBWKohGCZao4BqB8AXRGMoWfP3VFX7wky4ml1xsBYTMeFRkWL5DzWvRnytsJXkwPURRIIuAkl2QqAjIUMbgWhZ3TnrM4+yM5X5iRognicsnhUqCJ3SJZUlQCktanJItz3DnBnWqwhGGU3Z8yYxbQmBOz9OnY0shTiWTBq30adL06fMYo5cJVbF0LGcx/ZkjKk5XCcaYZfGMEAiWtA3iVDp5mgc4vfL0n8RCLs87jeQNUMQhLH3D0uGc/h/kaSGZZCm/NFqfOqzlqnPp1yRGCbTJ0CZnMPmEaXmbzfoWrqyS9ybUVYDrrCOKDGMpMqfFurfKB+qEj9WA89ka0rExxNiyxKoMGBXLuTllQdTVrHk7pEbhNFNG8yNSFSKrGrwhaRRxMWiwKnxmeozruZSlYPwooTJdISksLt24Rjyb8MHJJ6zoBAZNtrIGEykoJw38ziqNzRorl3+F+LjDY7GPUwvof/gmluMQtM5zdPc+9ls9Kh+vMHlri4PXN9gsWnyt/CJWq0ut5zA3DRrna/zs/TFCGRZphhMaNqsd7BWYBY95OzzmG/9kk3FQ4v0PNZ4dcDC8xXiS027VSA4Siq9pdFmx5W5zacvnf/6f/oqdjoM7Vqw3xqRzm+H7iujuY65tQl4t2C5rHt+LiXLDWidB+SG/caXD7rHP0V5BkWUkY5uGLchPjqlVV3CDQy6+Wqa6iMheE9j5fV447pMuhpgHMb/93/8W/8//y39kfJRgrVVwKiXyaUip6iDEmNk4ZpYltMoN/DDEunOHUrNCeUVRrYLx1/EUWMUxuRXTW5QZl/fYeKVGTkpRqbMvUkrOCno0WxZc5iE6UlipQOuU8UJTLhKsPCOcpziW+6W4+gsB7haSyMvpzY7ITUqjqJCjadQrVK0yjvQoqJH5HgMR0VCb9EcHlOo2rinQRvHS5RWUE9Pfy/g3P3hI7ORoUzCYKPJCgcxpbRhkpSBNcnaHI0IUkXKYZgluIEmMZu2CS2DDbOgwijIyCkqNAmVstCzYXHdo1V2i1FDzXSbzjGmi+Pu/2uJH74VEI4+4SDl4nPDuR4pWvYQtM65sVqjbbaxhBRX4OIGhVVvj9niP89clf+9/0+Tt9yz+7F8/QjQszl1z6T9I2DsWdNolyr5A5YaHj+ZY2qEQkgfdIb5qYR0Jgo6P0pJCzBG2pOJ4hLnEkBFZEzxjobWD72kmcYhVtShFmlxJIqWeQLwyzyQ7zdPkqjSnVb/aLMkUo5EIFEsQLbQGIU+jffWpKlXDkpo5i4K1OE3SskyWSkCbJbWjtcHIpwVRRp8+w+nzPQHzZwqkjHmakH22JvZZiudpklgsnc2pc9Bn/y/AnD7UWcHVGd+vlDrNNSzHfKrtP1XeCIEU4NgGVUDFadHyW5SLhLB7l8xboSzKbMkWU6/E7uwWo/AxCptH/gnlrTqHh2PW5Dom8dgOLjFLJji2xBcOI3mMJX2MLtC5ReIWxOGcTilHV1o4tmRQnFDTglItYOLPkbUK1d6cqtNm0ZOUrWtMoogoL3FV73C++hLd7JCyF9ArusTFjJu173IynHDfP2Jz4wUunr+IKtvktkHyPZJbtylria4tmE4eMekfoKYL+HiEtbLNm+s+7fMaf3WDpl4lGyW8fuM6J/c/Jk9DUjOjqyIejru0X77Ancdv88MPxrx4c5vX13bYr0wpehrdbkBq0z1KyR8+5Cs7O/zhnQT7Ky8RXJmz+9a7/Mq3M4K6oVp3iId94pnmnQ8NK5c85Din2azhVGD/OORg/Q6v1ze5esVh2C1wK2WM6zKOHKrDlMpqim5WWETQyAVBEfGDHw/45Reu8NKGoHK5yeN3e6xtX2S9pnhw9zFKWMQa1l+8Qne/T5LG4MachOBEC+xCsZ5skGQFG+U2enJMZfsC48kctIVfgd3oEbWdgMbGGpn2SCYpaTImKPuUk5DBVDNPCwK7QmylWFohRUFejomqhg3Ofymu/kKAu8ZAlPJi5UViFbHhdLgbf0SRJ7SDGgJNkc+Z6QXSqZGqgm1/A9/O0O6EVM+IpznzrGAe20jboSygEaxCIXmYHJNaGR88zJGyIC4Ml1plXrlR4i8WU0JcolDj1ATKTQi1wSsbXBykLZGew95xRLXiE4Ua6Xq0WwpDQrkJ3ZOcO7sJ8yhCoJYrBSnwFgVOYSFcTT7yWKs49KMeMytD7ZVpXJxRblt4JZgeL+jeidBa0+6UWWsb0oFh1EvJFgXhHJJQMDFQVR3mWU5hZWy1XEppg2SsKETGIJxzvlGmiU+UJfiOjRSGwAHhL1VJdduiXrXZqGxxbzThbneIyuWTSBwNWj6VNkpxykUsw2F0sZQrqtOo9aywCQFKLYG9gGVELMBogVbL0nZxFj1LueS+T3X2Siz5GSPFUmWznBhP+PunBVKfBuzlT5ZPrk8JpGei/zNQP8sFPEkUm2dWHKf5BGHEEyfxrInTVYd4emDp+M6UQCzloRjDpdZNvrn6fYrxlBW/wnAyxSLmMN9lP3kbY9mUnBJpuYFWhoScatzkfKVCpbRDHsb04gVzOefb9tdp2yFH8yNEIVgrbSOtCrYbQ2FYZBMsO8fC4OsM1/cIY4NqKGQ/p+luYeYZtmgw0TZ+/QKrc4eFVNjktPMVqquXmLVSbk3/mDi7j1i/TlQPuD+4z7Z7gTV5nUzMcRrgnd+gnI04mhlK9RKpO0Rk0D96RDYe4UeGwSDnylcdghcDlN+hdunr/JbI+cnbf8L+Rwu6kyE711eRtuZrr1UJ2iU++PAe1ZUjVi+ukDmazZZH1Spx8aph/fKQe8MR0nmBvR8e8I82bvCH7+xydBzSO57xve9a1Co2vbDg7uOYpFBoNaS9OuWXXq+x+0lO7yTn3tsFG1sVVnfmxFMHHJvMdYgiUL0+V2+8xA9+esDbsxMaVYFbq/BwTbDZeJGqnPAf33uPw0cJ/6t/+E/QC0WhC+7NUsYnGfNRxsZLG0wHC8JBiiVdkixjOMuwevvIUoLTbNLlIa6eI6wSUrn09w+4sn4JvQgpeS4jNUB4C+IwJS4Uru/hpxaeU2KR9bnR2OTuPObCq1eY9DX75d6X4uovBLgrChI9xWOTYRGycBT1sk1eQFokiFJOLjOKTGIXgnrJJxExx/MBnbIhMgnjoQIJqQqpNxzsooKJbZQoWCmVKGpQ3chIioxAWfS6CZicatWl0BCFCteyGI01KtO8uA0b1YB5rBmpBemRYnqyoNWxiaMYtSrw/ALd1WjLEBUOF8+1KBYF/UlMNDJUHZuS5VBZraFVxG74iJ4XsnPdw4lbPHiYYzUsPolSHn48oNlyef3lgLKfMRppJvOcetNl3S/TLxSTWRVHB7iFR00KjudHnKQGV4dYlmCuQyypCIKcqrB4pXKO47RHrCOEksyTiMgUSFeyGbisuXVGYUzT9YhQpPmyv4YwhkLBkpTmSUWpEXKZ3JRnMHemfRFnIhmkLZe9fXgmyj6lMZQusKSFxZLyUKfDmEKd3ocnkfWZs9Ba49gO+pSPP7OfF5Wf/W2Jv09bIzx7HsaQP5FoLpO5WqsnFJXRp1TUM+N9NgewPH76FiiNMXCufoGLzUvIMKYlq4zmR9jGY9NUMfmUnr2gcGIiu6Bsr2F5JRYyZLP8VT5e/JA7iz+iZbWpVrYoNRqcqIIWHS6pl/GkxCp3aOsq99VtqtpHxCVUtc9ofoxCYMqC1QBq8zUWJzEnYobtSKzUQQmHiZgx9RNsu0k3n6KbDtlWmWg1IBhf550//wuur69QXnjkZszBaEr5YkHj4g7h/ifM8y7WIuCF9jVq4TfYr3zAj3f/ArdV5ngcER3eoSOv8uO3PuIrq4pWI2cY79K6XuG11e/htm+z97P3+e1/WCKcTfnpm4fsXCjTapRZFBNyVWWmNImak7sp/+zrNwl1l5GXo4s3KPUusbbe5p+/9qv8q3d+j2bQZjhOuX69SrZICayUOLIYdzMCY2ESSaPkMD5K+fFfHLBx3qPSbuHWbIbThIqbUmm6jIIJ/fGI9Z0K7aKGyrvEccxaGrIqG2SzGB0moDJGtsOrr79OMT1m97CLdgJkq0Ht2mX2b/8YFWakRU6lViFzCnSYcRieINIuLWeHFVHHCSTTbIi2He69N6L61cuU2x757sfU1ttEWZ/ppM9oHtJsVhnPulzbaZPNDZ1Nh80L51ibZMTj7Etx9RcC3DUK35IIkxEIj8fxPrYncLVDtbpCEISA4dGoRxHMKQclesWMnVYV2w1xZYn74x4rrRIVD7JYM9dTOl6LaJ4x1CErKxlr7YCTqSaeLIuKTqY5gWOTznKCkoeLYmOrzLibMJoXVL2E9+9FPD6KaTYd3HKBcHOMa5Mo8HGRfkqrLTnqhWQLyfVVm+udJgdJRuRKHo9mVFyb7S2fjz8OSe2cTx4l4NqEdoQ9CSlmiuaKj+0abN9lchxR8iXb58rc+UhzPEuoOw0WhcBVAVFqGOZDijwgziTNap2CGbYNq7LFlZUVxvOcUbhgrhaUA4u2XUWoDe6Ojpjmc/qThIExSATfu36eURbxyXGfaZITJgZZPKVJlgG7dapKMadAvuSf4YwMWdIbZ5GxPqUvzn4qrZZ0xml6UiLReY42S7kkZtk4bDne0ySqlJKiKJBSPgVnPg28Z/bp3/nU+c9eZ+AZVc9pgpaztYnAnK0EvqDx2Zli6MwJKa2RwmC0wjMJdTWlU94kUxFrTg1hfLI4ZUu0qVktBl6ECBy0KuNYZVy3RW++x/XVF1GFTSFjFsJgwohuZUx3cUi9WWa32Kd0oc7w8SNKugQ6ZKVU5kG2T8V3QVvoRNDVBSUtCFQZz4Es9xgvMkp+n8T1meFi4glRQzHbMByZn+CO29RSQ7W9xujoHTruV2kHHWadjON7bzMa3OeVF36Lie/hZWOyOCVqLWjlZW4OrnJveg+nWmZhx8y7t6hsrfDTP3uXyy8POXe+RKot+scWO7/y2wxFwAcfH7N50eZgWlALczZu2mytXCY9hvksphoI3LJh4IS4YYeK7rPpp+yqIwazDd4c/hgtFOsbNq2ba3x43KcW5KxftPFtn9RIHtxbUJdlvMyhFggSrbi9v0CaKitVlzjVlMs2O6+uUPGaPB6MsUo2TQ2tZovRhuLo/jE//ME+00FGntpsbZa5elly3Wnx/sMOK1fGFCalFJSZ9TQqk8haHRWlCCmIRhMC1yMKJ7iOTdp7SN6+QdSzGZoFR6N79Drr/NfFKyz0iFAbsqMhSk9IlMZxLGolgRv6ZFGB5/p85/VXGEwdFvk2uXzvS3H1FwLcldG4rkemF6iiILEK0rRg068gREKeFTiOh2srsDUDPUDKjKgo8CmI84zNWg2RSWorAdN8TslNqQYhqSgo5ZI0zvnkE02SGcBl64pLYRJqvodvS6LMUCA4PIpxhObXf8sjHcOdXRvHsQlDKFUleWTjnFITk6EikB7SzZmrZXVx4dgY32C0JJwr0shw8DhhESqOBgrfFdi+hSyVaXuShr3sTwE5K22P6mrAQTckXIBwKoxnI+JRysVWBeE7DIYTPHxychAuUGIwTVitNQiIyYg57E8RtsR4GY60yI2gHEh0JAmMg6x4ZDk4Tk7Zt1jfXCcdHfBCfZtp3OdgkHKyl5wmIpdEtDZLQeBZJ0hVaBBP+Wdjll03bUtgy+XvqiieROBPwRiULk4/efNMxP3lYC2lJM/zT82bLwLvzx7/rGmtP3eOekLZLB/jLJ98Nu6T/jinLXE4pY2W6iKD1Ev+KVEwKHKq9Fiz29Rsm0meU5cdkpLFXvSY6XSOjEvYnoV0XCIHSisdpuMJNdlgXM0oUoUKPPoNxcSLcIYH1IKA6dEdUjWgWd9kI3AI0xGB0Djaw7Er5GOPck2QiBDfbWGygJCMVrlGqiy026bZ2WCczZCNgmAtIOv3mUyPya2ExrUXGD/8mP3sIWvmEovjMRvNKvdvvcN73ZDrX7uC/8IaxpniMSN50ObFGzfID37Ag94tvPI6sVoQoRg9HpA6Lgcjl69f3aE4yrhxvo3/8i/x7/7n3yELYrybV7g1XDB8qGj2u7z28g5WYVGvetSCDIWh2nmRT+68T8f0oTHEu3aPzY6PqVdoX/G5tb9ATxLKay69acL6uuTcSx1eLSzu/XjKRvM8XWvE/cMhkbbx9kJG6yGZXaLZaBAvwDgNrqw8wG51mMyu8Ma7H/P2B3dY2WgQVy5hVR16P/4JV3bOUcZjsVkFs0Lzzn3uf/ATgnZAO26irt1Ad5osDg/QWOTZIVam0IUhzuZI2+A6EzrVNYrRBJKCeRhTdF16WUZh5mTCRccZlpbU7Do7eYdxkOC0N7hgrZPebzK353T3P8Apx1+Kq78Q4O5YFo+KXSq6Ttlq4klJnClmxYJMGQIhaZQlbqKRnk1sQkQmaHglIKJS8pBKUndqpGLBPI9oVaosogwvgAurDvOiikAyzGOOTyKUUqyuuaTaUG+5pMMUG4ntWkznEYUW7O7muNikocLYFpsXltWik7FireEAFrfuRJRKhjy00UYxGWRst22aKw53d2Mc7WLSnACHOEpIYqh4NiVrgFMOWKvucDM3JIzYPufw6KMe0UxRcXwOH3exjI0TuBwMx7R9yWa7AllArz+mbAdYlk2eKUZRguOXCJ0pXd3Ddwy1pktVCg4mEx75Pey8Qa3cotJs040HXO90+NMH73HQHaGKAhPM2DonSY0knjsspgWF0Whzpmk/6+a4RLkzYLcs61T+CEqZUw4akBKl9af06/pUrvhE+cIZrD8F0rOkpZTyCR2jz2SPfB7Il7eSP4eP/zzQP8vJn433bKL02fM+S818is83S1WQLx2uNFf5le1XOMgnCLeHqKeUJ9tcn/4au6qHbBgawQZmHKCbNRKR0TMTrM46czen6XdwBwUrlsM4H1MkU9L5PifzOedaF/C2b5IdHJG7KaP4BCE8bHfBheIycTxjMAt5yb/KYpiRejPu5cdUGg0ipfFKTeJKDVXyGHoJ+UqJWPaQWUHj2tfx0iHpyV2SfIJ34yrHn9ymmGZsXHqVk9ERF174JtWN83xy8iEcTLj21Sa1yxfofKNg8J7ie99+mfr7IY8fe1iZZjrro4iZ9g6YHEd4GL7xtRfpdz+i8xvn+Yft/y1/8h/+R1a/0yK/4tD/8AHtlTJhf5n4D6cJN18ISDyHh67LIIB33hijEWyqKfkg4vv/1RZRXBAfTnnrliIeZJS9Kv25Irk1ZndqyPoWcW3CdrPKi/kWP7h7G1tqzMymMBnJCzXwXFbnQxZFgHYEjpphnATbdTh8NOG3vlOnc9HmX9+20Y2Agzjm8mSMDCxqv+wxOVZ0D6fMerfJvApekVOqVnBrderVNtnxjMnuI0yaoTKByuaEUUBeWEi3TDpf8JO9nxJmJ+RZRm9xguuVKApFrVllypzq9hqV6g7WKCf0yqj7DxmZo2Uy+0vsFwLcjZBYrs+2PEecFsyEy4rbZMVbZZodE4gyD7sDUAGFhnLVIdUp7bLP+90u1aCMMTljMScIFZVKg3CYgPSY5hMqNYvtZp2SdHgv7OPiULNtsrBgNktxqgWbWwE1z9AbZHhCsnsXAsehKn0sFaLtnCS0SPKIJBF0uzbNhubbr5SJF5Jpz+FRd0I4s/j9P1gwnmqq0ieRBRXH5vAoRWea+rpPqSap1yVxvOAkvkfspBgj+fjOHInFStOlZXws3+bhJGSrEdDPc6SlqTVcjrozVkstZmmI7TtcaFwiziYUTko61+QGpJvxaDCmsxEwFyGiSHGtDK+SEhU1ZDBh7uaUXJuVQGM8g6kE3DoYsr4eYFI4RDCZF6Ct0zYCLDXwloXRS8BdAvtZIc8zunAhlolYISiK4lNqlzOJouC09QF8YQT+rJ1F3J+aN89c8yzwflZRc+YUgE85iM8C9+nFAKf9/5/y/EKIz0f9p9H+r52/wWvNTQqVcaXkooxFMc0pEsVC95gs5ujUxnUtyn6HsFknTO5hNQyyCYv5hFRPqdegHNU415aY+pSTbo+L57+CIWA06aFMTFmWqTouyqQMdEJuz7hQv07Zifgkjyi3GmhToV2sMC5mxA3JUU0wsQYoz2Ojcp6umZJbZVYrHcLhEUrGKKeMIsPxS1Reukr/47eZPJ6wcv1bDNaaLFYW+K/cJN094Ed/9GMaK3fZ+vVXubTWwmtnfHXrZTY/cnnw6APu3g5JrZyNrQr9BxG3//DP+PWXzlEt2swelWh2Dvnuf/MN0vw2i96QA53z9n/o815RIJKC8ysBq41z7A9j2t4Bs1t99gY+niv4o/94yNWtKr37EUralFurbH7lAru37tH2BDVPM388o5O5pKFNpEaMhlMsa07Q8FlIByfOCIIyXqnERrtNJ5jzcC8i7w7JVMB+6JO5LpVyzve/1WFQmpDZEEcZrfY1xrcrfGj2+P6mJv/1b/KH7z/i8e19as0W4+mQYi4QwzmtYB2jC+prK6iZRxGN6U1P0HZA2fEp4hJjPWJ3tk+SDsjTCN+tYfmGWuCxU61Tv9RgdDzm3uOP2FINXD2npx5jzBjlfTmu/kKAuzYQFhYDNSUFkkJwobJGik2aQIcmbhJhWz6BkKTThMO0R3YS8Wg4xbNDDsIxkc6flLoLa9msSmGwPtRIuWwnm2lNkhZ4j2yEEBRGYaTGcaZ8+6slbl4rk8SCn/4k5uJaGS0KKiUbv+KzGGZo10WlislEEY5tzr9WJuynmExztb1KFtvohYsUEZ3AI7RCLCdFug6yBrNUsLKywSJdEOeSo4dzdCHROsV1bM6fcyl5kv3dCUXqsV6psL1SJZ3ECAl7wxGjKAbhElgNtE7ZjT5ECoMwOYsiYT6OaWOjLM1gGDKbaSKZ8dL5Eg2hSPSc43HCpBeyvtbgZDpGNiJe2WoyzFyGUU6tYTNdGEazAoTBlsuNSaRcJhXVaYHQkqA2KKWxhHzCdZ+KR54oUngGiNUpmFpSPqE4zqLkZ0H5DEy/KKp+9vizCdVP9ZD/gqj7s7TPs9fq07/Js2tOE8HA5xK6y+dZtiM4jAZ8c2MDrXPCPCIQAa2gTH9xQuRq7EaLSHo4sUfDlFhIGEUTFsmMFae03HzCLtHZ6pAd9sBUWUwn6FaZ9PFdmudugFejO9/nMD9iu3OOLVklHEjuFQkn1i6ti5tI0yQ7t8F0NqIUWUxzl7hjM4wHzHSMPucxHX9EkPk0di4SqjHJBY9wOKW2UiOLqqj+EeliQvXiDuG9Xfbu/DGb7X9A0nPBcaiVL7Dygs1s1uWjP7zP7IWbfFhKubRtYy7GXLj5DTZfGTE4OERQwjE+t/f2+Hf/7t9z7buvcv5aSMk5JgsNRx+MKVdKvPzKZfbSPrfevofOE9x6m1vueW69scv06CPuvb9LpWLzD/7RC9y9m3HUHVPogpde+jaLFZ9futLil2+u88F7Dxif9IlSTSo0xjbYyuBVbBIZgUjJRw5CFwijUceS8spFdjs5ffNTWqmgsROQzRoM3z3k1a+9wEf2N3kU9dGVLu5gTK14wJ8cxJRfbiCCq1x8aZerwTnuvnmXoD2hfvU8ZqjI04Io7GFnUHYbrO3scHD4EeO4R7IYcq61zTlvlQ/nM1Q+R5icQASccxoEwHZnFWetCrOEwFqhWW4RdkMcp8fx4WP8mk+n3P5SXP2FAHefgGv6CpaMsUhYE2s4mSQuW5hynThR5EowzzJSbRGajFBkFFHEVq2N6yg+nBwxiML//JtGxecOJZFDkUvQgixU3HmYILOUrWaD/cEEt+6ySFNcWUYlMJ9m/OiHESW3TMWzIXXJew4tP0BEGrtwqTmaTBbYtoXJI4xSPL57TGu7DK6NcV1UlhFUXCQ5lbLGMgJjCxZak08Ua77FSqXGtG9ICkHJ8giTBZEKqeclVO6j3Yz1NYeNeol3u49JEsPqqk9n1SbO50hXoN0YpyqgEMg0xcSSkQ5J/II8N3z0aIrCRsUp0kiieYowctlLBpCWtYy6xWnUrcGIJThb4rQVAcDpMU4B3FgWefHp93uZXH2qkFme/mlQfla++EWg/NnrzpK3mM8nQz9LxTzNFZyuRM6cCqdNEZ7h3M+i/WfvCctcERgm+YJBFiEyCdUCYzSjZE5qW3j+iMFkgExXSGKfqevy8OiIKOwTuxkn+/ex7BKW6pHi49hlTuITzgc+BwcxpVIJ0ZtSq+ToTpXANHHzCcelEuOahXQ7hNIQTQ6JTIzsHeA0apS3tkgTG2NKlK9/BXnZJ29B9uAD1EmXXvgBtXKVLC9hlS3sRgyXV/CKF7Fm24zvP6DsehSffMTen/+P1K59He+kTfny17HWrlLbuY6tuoznfTZfW+ftv/pzdF7Q3mjRbllcOWex6dW5/8Ya3nde5GAy5s7tD7nyKymq6jDtRRweSdLFnPh4l/VrW/z2t7/O7N6Et+9MeONWjxIRv/6NNr/x2jZ/9IP3OPz4AKkN/Tkk5RL7b+3yT7b+OQE2rXIX5ytbvPGHvw+yTJo6VDoKJzXMZwlz28EyZbSfkGqQGKgYpMmoyAmL5hZ/8rs/4eJA4BSwtbbNb168yvngmHCwhxqOUH6Lmd9iNPwx35q3GK95eMerlPb3WblQJc4iSnYVuyJR2YSKlGSlDL/aIFHglus0fM1sHhLOxqx422w7LY4WA9qlFVbsDWpFiQ5VjKVIjc/RwsFOXCZJl1F8H18rzu9cIBQDhPziVe6Z/UKAe0uu8LrzDT4ofoylNIHjMDFDirSGY/nERULDWSdnwljPiVXGRvkS3fCAvoi5sFZ/qqv7a1hgBeRjm/ksxjLLLd2yQjCZhniujZNZ1G0X24IwVZBrgmoVS1t0B4pkXLBpNnFtl1bZYprPCZSLJT364zmZcNCuph7YZLOUxSQliQqkgCSB9TWP8bygavkoEmxH0/IbnDPn2E8XtGplesOMhS1Zq20wCnsYp+Bq/RzrlSbvDt/lpZ1VOqUy78/vYts57bogFTYn/YwQQVROsQQUw5hhDkka4thQK5WZT1xKoqAqLeaxIkmX6hBbSzTL4iOtNUIuq0ctyzqtUF2C4ZlKxrKebsBhTjs8WqfKmWej658H6mcg+iwV8tnioc/x35+JwD/rID5rz477mT8sq2h5uuI4G2OZanjaIE2wbEtwMFzws7Vd6hhWtE+RTnETj7a1yUE+oZvOWDOSheUzSFNMnrDWucxCR8y9glJzleR4F3NyiNcq06lNSEUZp9FgURKk+ExyKGwL7+JFJnqOSi0SFK6WmCBYNtZLd0nVhLEYYM0e43Wu4QaGNDnEki+QJBGtrQCzukrTqZCNZ1jTATpOqFYk0bCPu3OBTHr4V8+x9Z1rhDdXufUHPyHp3kNZhzyOTvBvvkx57TWs4CLRccw8llitBiUrJfD6zD444oMso/Tt7/G1GzXOf/Mqb755h9FJyP2PFjxsltFjzdGDKU6YIKVNbTHhn3/3MsPNV3n/9h+QHJ2QmgmPKy71zRX+3r/8J4TTEQ9+dpsSXXpHU/Is509/8EO++99/n8ddG3H8kF/75nVGbzr8+e4bxCcKv8jwaJCEGWE2xalWCeMIywXdm2K9oLFmKZPjY8punf0PDwhjxXdeXuVmEfPHf7DPR8LH9jYoK83d/+ENXnmhw/W65KjyNg+mMwZ+TG29zHwvIz8+omE3EcpG2h4X2tfp5SGD/gFuAXWnjbEDosmMSrXMjXKbjeoqPTGn6UviMCbd0gwunaO5donG7S6Dk/scHL1Nu1QhES5TkdNprvO4e/SlePYLAe4LPWFPHDEWM9aCBtN4hFNroxaKlttibnroosAYC196KFGmZsrMTAXbLpiM9JPugH8d6x+nXGh7pDOD73kskuX+lI4bIHSO5dg42mc8iQksj/VOmWheME8zXmxvYZWq7O2n9JMEqXIqtTIzNcFKYKVeRRYTpicp0jXIkqBdkYxDTbXuE4YJdqFRhWHQj2g3bPK8TDICnfiks4xhGpNkmnER05AVSnaVbtrlkb9LIca06w3SXOG6in/8vXVWrk4oKjGTv1CsORZRBqN5jissKu0Se6OIRaLprAWUaob+ccQ0sXA8ieU6VIKURZYhpHOqAVeAPqViBFqpZTuC09L/J+oZ/Uz1qHjabsA8w5t/us2A+bkAfAbalmV9ivM+u+5JOtYYLCFOVxDitA3C56PtL5RGfkESdZk0/nQRlDzNJzy5luXKI0fzxu19XKBRdam6AW23ymurMcaJuLgVIIcWvlmh7lXpWmOi3EL7BrNik5Z80uOUgdcnjCcENAiaO2TFgnG3S7BRp7JZQ2U5hd3Ac1cwmaHz0g7dj9/FrjUJr7lED/ZwUDQ2W5zcv4N2ywgbho8/wp3fo/b9b4OTI80cac3xqwnl7QbKlCn6u9iTLuL2hKBZxh7N6MeryK0Ol/93/y3hQY/5z94m3rtH9Ff3iY/v43zzO/jtBomWlBo1kof3KF9rsr84Jpo5vHX3DoObm6S+x6Vfv8x64fHxn95iTbd4fGuXtYvrzB/2kUaSuE3ezb5FbCWc3D0BNae95XPXdMk+6XLz9Zu0PZ9rL25i3BqjzU1+/K9/xkc/vk3QCDjXuglTi2D7Bq/+ypzj+hUO3h8SzvrM5wtiYdDSJpov8D2fRTTnzQ8eIEstsAN2+xEd2WZRbzOddNGRxx8c23TNTa5ur/H4J7s45So7r22x+RWHD8orzIYzFms2J7NVFhNBU0gacYV8ErHabtBsNNkRW9j3HpPkIVoU9IYDypUy2tYId06qJNJN8JWNylvsFQ+4UP0ataRDfbzHeDrleHKEsFJaKy2yzGI6m3Bj5RxpffqlePYLAe6piemZu7RrHn5uYUoCaRJWnQ6X5CofuX0mqkdqg1NvczI9JtIZTm5RccuESqOQ/+kb/SdsHuXksealtQ0+2u/jYiNti2kY06oF1Op1oq5BFjaGgoCAAJtyx+GF0g5mVmLtnOKPd99jFkdYKSgvYafqgUzY8Fvc+OZXefma4a07uzzs99gpd7AENDsurY6mZFlYuc2kJzg5TNGRz/vTIzp6lSQtUIXGpAXalbR8F+k2CHXKcTil4vjsDnqc3yxz2ddcf1nSncPOpsvuYUGq4fhQ4dsuIZpaq4IqcqahZDZO2bs/pzit0pRiuWEGRuDYBUZaZGrZW+YMvOUzEbowAiHFslnY6S7BWhg4bdX78xKiXwS+T9sEiKcFU5/hzJ8qaXiS3MQYilP656yQSZw6m8/y8c/aF/H58IwDOs0vnO0Z+3QFsWzcJIWh0Mt7dicpPRJ2rSmzPOKffesymyWHOz81KBVxPN9nVJM4UwuBRi4CTJTg5x7VYI2+6nPUPWa7aBA0OgR1GzOOWZiE2uoGbpziL0DrlP7J+yxqC1SwgHNrrOxc5vjP/opqe5XtG7/K4P4DcqdL+6UmJX1C9LN/TVKklKsubtlGFwXWSpvMCWi0AvJUEBcWi0eH6NEIt56QD6dkzT5ybZPWb/4G0eGM2b07hPu3sRdd9NdepPzNLdRgxuxQ8PiV1zhKu6ysVelnOfNphUatxcGdW1jpHB253P7Lj9nZanFyr8ekP+Pir7xO62qTvzRj0l6OZQUsphPm/RRLa7JE8/afvMPlS5eoNS02L13meu08F//uJe7dSvjhv/0d/rt/cZ7zX7lGFsb8WRRy5e/+BvP8D7HDIfMHCfM5GGMv5zWGQlrcu3OPe7fv4QU+9WYH13Hw/BpeZYOfvHuAZR3TXr9BHJ9QrtZoXnuZSmeV9KDBw8OAgZ3gdjKCoo51YLESlWg0N4kYMRmHrK+1iTyHdrtGqXaJveOQaTRHkLLT2sGIJi07oU+GYyxm2YyZyIn1mNeGAe+eHJM4kAcx9XKNte2L3Ln3EFc5ZPOcKP5yzPuFAHclFdpKaXgtMp2gxIJkkaJNwiP9Jp708Jw6jrSI8xlNq0HdEhhLUrYcfE9gW2IZWP41LEk0JwNDZR08VaJQhu1Sk0I7zMMZUrt4icDNMtqyBdMSa7SoJh69iU2YLSiVXKSxaAQ+K9UqB4sTssimXa1w/ZqHCErUVobcGAdYqopVOKikxKPhgInIaW/YZEMPMS3RER53wz5S+VytNhiZISYTXHdfQKFJ5yOKCgi7IMvBKwmaqsX+pM+5boDu11A65sJ6lcePZ1SMz8kkozvPGcwTnMAmGmXEySlIYi1bCRiQ5mnfF7/kUOSavDBLPv0s4Wn0siHYGcCekegG9LL/5KcqOj9LtTwrYwQ+d1zIp1SLJQSFUp8CYinlabuDUwrmswlXzlrEPI3Wv2iF8GUJ2CcjnTmbZ7l+nsozLWme6OC1Wf5f7vWG/IePDL9+4wLHqkCJOcJzqNhtZFBmOD8hy8c0ggZRHjKbnBBU60jHYjo7YG4W6GYZr+0Tk7NYPMREAsvYdNp1iskRwVqdLLDQ3VvImmDllU2KSoxwxnS+dh5PJIjeI7zZiJdeqjPv5riBx7Q/JexNqLgKbZeIvTUWoUcRa9wLrzB3p0y7Q6QtCSxBMjlElNtkFRvr1WvUL6yQnUxAVNGxRevKJfbf6eNNoXFlkyIylMoWTnuLsLdLJwiYP+zyyuUN0s0S772zhxAO/kqVm1dcLr60wZFTYf7wbar/9DX+w/80BGUgNRjbwmv6PHx0gDiosPux4isvKixnnaJe8JXf+mX+7e//Eb8Zvkat4XPuxg1KhHgXK4SPfGYyo1AG12+R5TFCFoyORxT5MhAo5guiRfikhM5yLIwWqKJA3HoHIaEStJj34PhWi51vfh3rhQq1eIM7P7yDZMR1vY1vbMzMBydlMZgQdbfQ2wVBex2nkNRHR3iOjUoF1SBAiSlT2zAeSjrtCsdqgJsb8r5kdk1QjS+TFEc4ssw8PWKtrdi9JfB9yaNoj0L9/4HO3TICgUbliooMsMkRdoMTdUyEomEHXG+vcjCPSOMxm6ZKyXgUck5cjrGUwbOcv/Zz2NpnMbY4UTnnK5ucLGa4VkBZ+KhIILVPw7OQxqI/SrGkg3Q9HMsnXGTsmwnTxZCFE1L3LFIWy23pVEA6VsR9i1TvEiZ17n0yYVEomk0LkydYhYWTKMzERYUes7EmjzRlWaXQgvdmD8kLyaq/Q2x8qrJOyekQZopudshmowpWwjAbYzD87MM5whFce7nMD/9yyDR22duP+ejhjEItOwsYnS83pRYCKZYT2hJLAH/KdhgW8/yUWgGMhRDqVPKoTzsnitNGMgZ5hvEGHOsp+D7Ll59F3T8/YpenTkQvk7SnfD7PUCZKPfXkZw7js6qZs4rXL9LHP7Wz5O/nk6dPxjoTzTzznjw71rKdvHjSIXNZ4GrIMTzqZbzjhEBMzSnj6hJ1e53ZZMq2t8E8WeCHLtPMZ6pDvIXALfs4nstk0SUvbVHauUL8yZuc/9oLnPTmWOfXyS/5zP5iH60OkMmYFb9ATFL8ehVMzqw3hFqZUtNmc9PQ3tDYxR6XXmkSFRnTuiBr+hQ6xXGqLKpllFhFHY9J9w4JNi6iWuvkiUDlECUzdJrgrW6Rf/IIt9Oh9bUXmD18TLLnUXl9hdq5FeIP3sNvK6xiijiJyOK7WNMBZquJk87g0KNfpKhxwvRowELnjDZdXi/t0GgPOGpXmNw74pv/4OvM7z+gXjL0ZgVCQVrMKZKU3aTLYHTCte0bbF5p0fAzzEqTYTRn48IKfv8xcXqElx0QqTJznaKlIJ72kWWL+WRBFkdPVmPSkk/mkDGgc7XsgScBo1EK5osBtz/6UxRgv/G7XHrhRW5svUhNSfq9Ax6lBVmiaFCitmLjCJ98qun338ISKZdu7LBoDalMfaTlUPMk04nGcXycoCDMJ3hCcK62wt5sl/HHI7515fscdN/CTXPyUPCXf/E+L67uoLw1Ppk9JEnTL8ez/xzQ+5s2gWFiRiTK0LRsKo6DlxdccJvcSccUZIRqTjc9JheCiqdJ5RxP5AizYLNdRR7+NcN2AKkpVIZSPirRlHSJaC4gLVgrb1HybRbFHDvzaVdiVBazkAuKWJJmPt1oxshEgCYQHqpQy92iZIzvevROClIF08dHaBNQKItparAchRZg5zaziSSeK5qVKsNYU7cbFFIRRwZhaywcQp1ysb5Nb3HImn2ZbnTAJJlQrdRY7fhkImYUFrz78YJR5PNwz+GtW0NSYyjMsgunFgbrSfdDSX6aKH0afi/5cvGkte+pRHC5RdIp8C2BUOkzB7EEeCVAYqEK9QSQn355Ph89fz7peQbKAqU0nPmaU6XOF0XazzqPz/WEOf2bFM8UTz15jk8XZ32RZBJzuhWg+Lze/ezn0+uWzw0GrWAUR+zNY9bUKoNwhlGGlfRo2agsaOEXDqpIUZZmvXMVr1SBeoWBHlI1TeatgGEaEVy/xvHjfSzbUOweQphSK4NMYxprLpHymB5rVtZLaDtjZ6tO0euhd08YTWcoQgLXIm3HXHuthnN9WXC2WMC7DyKo+SQrq4jL28T7E7KH+1gzh6LTQDl17NjgzxRJ9xB3uMBdvUAxWOD7Lvp+yKNuH89rkc4/Idw/wBr1Wd0K8HMgUWS3H/K1X1qlP+qixgG+47J+pU2lpKnMBNHDGbNxj5np0N3t0qg6lFabbDUNTddjo7jM/+vf/xFxnnPh5lUe337Amx+9wd9v/T3ccpVfu3KB/8eP/t+8/vIGdSZEdbA6N1g86OKUDOP+CGMy4n7MbDhd0oi2fKKK+qwqa9lCmid0nxGgjFgGRVnGw/ff49H7txEWKFOgFNhiuVWjv+9iW5J2+x5oyXgyZNzrMYi6dOwmbsNiPz2hiC1WrFVsJIGsgRoR5inzZEQc9/gfHrxLY73DYO8hizgnTgQXdy5QEwIrN9iW/6Vw9gsB7tpoNqwVhumCacXCk4JQ96mWAqrCo1722A+PwEtwhEZXImxdplmqsopLqWJwXQu+fJXyn7SdeotvntvmQf+IoFrCzSTSeASsMxlN6IkJMznBOAWusVFG4zkKJXOOJxKjbTrWCogEXzgEnmGWjqjVSqzWPR4N+pTdCtN5Qcn18B2fLE8JkxRpWYwimChNIwiYzRWF0XhCU3Iq+H5AFhYkIiHXNlmRE+czKv6ci8EGD/IZDyYDmlWHtVWXwLMYzwvu7kVM0xQjQWqJexo1S+STPuRKnm5GwVkce9aJ/TQefSILBGF9Ri74TMk+AJZE6md6nrPsFPksNfJslA2fBswlGJ9RP0/pGa31kscvnlIhZxHy2XVn9vMqVTm9r/7MfQXiczmBT3H0YgnY4lTj//m2B0/fAEtaaH3aqkEaCq150D3Gr7b5jdqvY+s6ximjnYBDu0fg1phFY8pOFbnWJMrnTMZ7pBXBKJ7QqLxK6dIFFuExQjZI7GVCfLjIkd0T6lWH3kmIV65TW6tj4jmeZ7E4mGLFETdeblOeKoZ7y/YI4wcps/1DWg3D5a+0aG94rK3A43BEKagz15pqS5L5F1m8N+FC7rH/zkeUTzLS4TFRNECtdJC1gGBrm8XbHxLvPaLSrDDvP0aanJVOk/nhiMdjSZIUbFQctrd94lFErSihbu3zvRvncOea+ZGmVPJ58IMH3Lh0jp0rh/y0O+VoEGI3JAeLKt/9/hZfqa9zPHid3/vjt5Bzw6XL1xmMe7z14dv803/22xwXxwi3zl++sctv/9N/zLAoGD86oppJLMvBWAtinTONZst5LJ/OnWXQ8vlkvTld0p19xmd9//Xphu9SppiCU6+/ZIWNZVjkOSaH0cHsbDIR3k/5+re+QzXNGU56lBubzMUcd2E419kCe8pQ5PSHR0yjOdPJhDiN6faOMKag4jfouHXW803mSYFUguLL9+r4xQB3A4S5Ii5iPG2RlQxZ1We90USOU8bZgm4xYb3URFsL6lWbw9mQIospaZcHyYBF9tdEdiDNMk6mM7aaHYrMIsw0cRjimxPCQjI1U8qeQ0SK6ztUTZXhIuV8XVDzBZ7tQFplYUIG0YCqgMD1mUQJcgxKC7JM0fLbJCpGaliEgqKQXOisMMoWaGx00sJBUS4LJrOMIjXERmFZzrL1gtckLHqk6ZSpGlAJHOpWi9CMyJKcdLrkaIfziPUgoGrJpSZWPyMl1GbZvldwmnDktBHYcm9SY5YOwHoS7S6PabPc0cg63ZLoSVLzjLLQelm5Kpcz70wT/6mWu58B0s/SJU8akp1tn/eZL94T53DmEJ6Jup6N3p9dC3yRdPLs52dzAmfnP6GRzo6b0172n7l2KQuVT6SSnx5DkGvNo/CQkaX4SuNF8mYFYyx6i4gV6ZMwIRewODkgclIWOiEcRbDZZmJleHJBYRnc1RLpok/p0hZSt/Ff7qDmMY1ihsoi7HJOtVklnccwHVPzXZIow603yNfrNGqS2Qc9CuNxOIWf/d9G1LciNq6fh+qc7P4bbHzza4xtm/B4QhoXRGFAo5dRT3MW2YRR2MVUU9paox9+RNYb4xIyn6ZYSuFZknjSR2tFGhW4QlMUmjiy0ENDcOSR7ytc5dEy5xCTnLAlsGoRrRdGLGyXSVqAlSMGOYNwzn84jBm9rplbUDsX0KnYnL92k1sPDzja3ePtD2+zcrWO7Xp88MYHDBeCl298lYgu9Ztt3Ic5STdgPB6C1qcbpH+mpuIz0tzPFtR93qHzZHvHs2S/OMsHLRNNy++RWq5Wcx3y7ns/pWIHlJ0Gk8U+cZbjVsrcmT5gwoKT6DHj8ZBcLXdr0lJQaEWzscrF7cu81tpAyBrSmxMPcmbz0ZfB2S8GuCMEUsNquU5SSulHOVuqzYP+LoXSvNC+hJnvERUh0s1ItMb2UwbziNQIXrpQp3RoM/xr4ntZN5nOFAfjPklxxIpTY7XaYh4NyIoyhTaM4gRpS2IlMIVBWD6ToUYqcIyPbzfpZyOkrZHKI0kUSZozXSSUyh4pGqViyoGLI6AqFc1Wk8A49HUCAhbpBNcVlOwqtTK0ZYm7R1PyoozUFpIpwpS5Wd/icV7QzQ7IvYRW2aG9YhNmisk8pVOv8NWddX7/vV0yvdxkmtNEKJyCp7VUpMgln7Dkl0/nrOaUYjD6dEMNTlv5Lh2yUgrLspegf6pnf5YGOYvez7joLyosehb0v+j42evPAfdnqJ1lPvfp35+VKz7787Nf0LPxn73PmT3btkCc6t4F5lPVqsac9oIXEnHWKUecJZifdpic52M+Kt6mzXlmiY2DYK5GdPNDyq0FgRFE2iFKZwTnLrDIjygcRWujw2jQp7neIjEaf5oje30sO8N3B4jAxZ6OCUoRngEzjPCCGpWtBnI6IRoWZHmTOM7pVHeo1i/x4z/9GbXrbcSVC9h1h6NBiMhSskWH4c/GhG6TysVXKfr7TCYxldUSc9VlHluoUFFxJ/zdr1T44987xkpA2xZWlmKKlFrJIU0UjlY4joMlYRFq7jyc83AvZMfKMFaFvUFOZHUpb0Cr3YS4wdXZi/z0k3fYLtmcv3YOFee89+iE3UGfH/zwTdYvX2L90g4LqTm0IobjPjqd8Oj+27zx1oxwEKPRHDzu8vaf/gC3HtDa7lAJmmRFwnQ+JS0yHNum0OrJfNKnYoAnu4o9Mz8+m8DXz27ofpZn+UzC3nC2gtNPclEKRRTNieQCS44QCCxh05sfo5VCmwK13NnilIKUSG3whM9W5QKerHI0iWmFCxZIRoOE7mzwc5Bsab8Q4G6EYWotCNDMM0FH1slywdyNiJizGEYErkuiIyqFjzAK21tK0OqFR5bGz3Qa/P/dVv02FyplPp4csdlx2K6WmUUFRV6wSMa0/Qa5VuQioyZLBHaFQhW4VkAuNFbhA4rMKFwE87SgEBmdcotAQsN3OVgMsW2oujaFKJCBYBIuKLXqlKqGPLZJ7ZjEKpixIJZgWxDUXWztUYrL9MM5oZPwIN6jUfHpqxw8xWqjzrzocbyYEqkCx5JguxwNIxDeMkK3lvSM0foJrbGc3Aas5WYa4hSwltQCGH1K04jTjTv0MkKVQmKUPluVAk8Bcdnidwm0hdKfAucnn/uXqFee1bV/NpJ69ryn9zx9XvNp4DbwJBdw9vpZ7fqzz/xFxVRPHYo8fU8+z/kLc9aygNMEtXyanDWne9AKwe3wFi9c/vso32Nyco8snqLait3JMSVRZ+ZH6LUGqYwotzpknYDp6BGyVGIyk7SvbhKGxxS1OoWTE6gZ4mCXTjXH1lBxE6xCQw2E1ERWCVWUuH87QReG4dzFv7SN9y9eY5ZF2CXQXsKiyMk+eUjt+gtMDzXu2nWKvQeYTg1vzTC2EqK3jxBeBe1XaXz9qzzEIbcWOO0YcDDTCFMY0vkCFWk69TLzJCWoekRpDFqiC8GDtI+wDCN/RMlzeHF9jdc2E8rZDW7t9Sm8Oi9canJwOGBjZZWXXtvAGYQ8eBwxGsb4DYFbk7z/Vz/l6PZjTKEQ5nTDGHO654DQqKQgS1MW3QkaidBmWXyHodDq058vgmemyOfm5Gfnizj9LiyDEHOabf/0/NHP3ANAWOJJoV+uCgSGnPwJ/WOJp3NzOV2WgoVL6y/gmxKL8ZgP+w9o16okaUZ/1vtPYt4vBLgrNEfWhJ1Km7JJUfEIuWqjhIefZtScjHP2Br1E43g2RieUpEe/WGDrnHkhSPO/PrhPopivX/8qQzXH2BkFMTLI6DgeB+EhshC0vSaOsdBakpJSclwsY2GMS5Ipaq5HnuSEVoEQgliG1Aufb52/yjgdYQmB60gSFVNveKhcsp+O0VmK7WmiVLG+ETCba6ptWLVchkcT5h6IcIrf2GKn4XN/uotccTCpTWJC7HqVwpJ0mnDhRZ97g5Bu1+d3Pt7lZJYihYuRGss63RrOsp5svGEJudwpySypGoTEOo1kjF4mNM/6uiuz7AEvrGXHx2V/Gf1k27wnGnjzNMI3UmKK4gsj9zP7oiTp2evPUieftWWUL58h/j9N4TxxZGdjP/NN/nlR+2dNyGXR1hm4P7t6eFYyKRBPcgxSWNhSooxCCE1sIh4ubuOmNquXanTvhvR6fVqlVURVUKQpjl3F9g3TaI4jbDzPx9QClAPx8JBSu4TKDNlcMM9sNsoBaTQjJebStmAUuggh6IYlprlDya/jbdUYpYaBalI8iHG/cZMimuFUCqrWAPY0VXuD+UGOKCDd20ecjNjZuYS6H/P15PvcGwwRFAwoI25vsOc0mIT7KDvFhD084zKbTmgGDs2WSxqlZHNDOo7xfRebZbvuwiuwHYuRiZkjaamEP3/DYmUlQ4/e47wX0OvmmJrNnd6YkldjrjI2rnbIwwxR8TFughsItFCnka7AFuI08j1N/RvzRAorKJYN6szZHrufCSrOVlpnq0w++7l+2tGfzc9nVWBftCJcOo6ntqTwz3b9kmiWG6tbzwROTygfpdBGc/fkvWW1tDZoCqbR4DT387Tv0c+zXwhwtyxBu7mJRNLQcOlcjUJMqBKTugU77QbxdMowHNLIOlQqNiELbKnBNdRbPoFvQZT/p2/2JXZ/cszvfvQeVkmgKaDu4LiCPIw4v1ah1w8JhcMizLDwsbTAtySBneEWAaMs4SDtkhQpDVnDti1qJYuSLxjFU7qLBY50GSUj6iUbtzAkWUy9ZmHsAu0pKmsZ3TTCr/pkQciv/r01fvi7Me2Kj8pjsrhPjGJapOhKhYWUjCZTHCPxc5vvbm+yKP9/mPuzIFuy7DwT+/b28cxTzHEj7jzknJWZNaAKQBUANkEMJJqimmSbyYyUyaxNMumtH5rSi94kPslESTSa8UEtwiiTAIFogQPGBlCoKtSY83hv3jnm4cyDz763Htz9xInIW1k0Ug/pZVk3btxz/JzjZ/u/1/rXv/51zEcnPk92Bxz3fCKlEcRoQ0CS8cBa5BGtUiQaTCkzWkVlkXzBHWrIFh/6TKJIph6wDDPTCovsfHMFjdbz5iEt5xlsIcIBng2mnweuF2+sZ55Dn3/8/DHPOs8Ffn3xKHh2dW4D0Pk1KCjV81ysgmzoh85UOYosIy3OkWqFJuCvH/4utnRYG15npfMCZVnFaXQopQO8Q0FykDBK90nWGsxOJ7gaxOQ+w0GXrV94IctY17ao9GZQfoXA7VCSh1StlGE6oO8HjI4cjPUN4kaVwSihJzoEqYdtt7LvuJ9gVhpo28YezLguGhzsjfBHM5TyuCM2ECcR29875MvGTWqTHlRv8e2T73LkWYw/OqT76ACDFNlpM5kM8VRIc6ODDD3CVBEHKVGYS2wTjTBMsAVSRWilsF2bti7jP9LoTsRo8D790RgzXOOXXrrGd/13CMKQbmxh2CmVNROJ5GQQI90qTmuM6ZjESYIhRV4UlWffKSCKnoz59062Vs9lfOfX47Mpv2cX6xfX5GJ0f/H52evoufqmkGCiRFbYFXkNYDEzFdmmlZCS13PPNhSyYEZ/PrZ/McA9TTWGp2iaS8TxHo8GO1zddiknip9//jL3D4cchCMcV3Lqn3IwjImMCetrDomMOZn52YDm/9z3IVN2pyOEF3Ntrc3hkUciI8olSVXV6CYeDlVqVcFwPGPMjKa5RBKlWeFMKLwkZkaKiAOWzCpmUKbSSulFRwSWJogDOvUSfuAz9hQag0QnjJMpnh/RWnGxTAfpxKxfLvOdb3fpDVr0ZyGBH3PS73LU97DKVfSoj7RNBt0j7CHsu2X8ScxITLh/MGMy0SilsU0z831RGpUbdskCmIScNxulAEZ2o6g0H2qdRxVKZAXVguYwlUDlTTzFJKbsKDYFPeflVR7ZLx7PMgX7aZH84uMuRsuLUfPF553bEMiKvUVh9OLG8EyOlSxTmdND+WMXawKy4F/PcvrzfLwQFGw8QKpCgiRk5+g9akuXWWITq+fgrL9Aot+j3Gwz6p6Q+DFL5irCaWKv17FLh4weRdRaZXQ0wg4DZntPCUozRGnM2Iw4WdvEudImPujizQSl6ysM+2OifY0uX8IsrWMnFoHfwiibyKfH1B67rOpN9D2bS48iToNjfqP6Gleq15BLH1JZe8zM6TNSPo3ylL/86EOGY8FkFGM5DZLJAMMRiJVNZm5M2R6T9k+RlkSREIaKVNmYhqCEhZWYaBTmzMByBIkTMugPCAODKIh4WJrQO7hP0obWlkl12YBDC2FbhJ4klZJxbBHOjNzj38i3XD0PZEUhoZ1/Z+IzQe45mqVYY3w2sj+3gV8QBcyfI89O/qz1XFA/Ol8n8zHuOYDnlH9Gbz6DMpSFWoyi+Jux/eeilmccPxPchRD/d+A3gROt9Yv579rA7wBXgCfA39daD0T2af4Z8OuAB/xjrfXbP+s1tJLcEJuUaw7ecIUZmm4/pF22GQ5iugMf00yo2AaYBuMgpFp2MKUi1gLLKCGFCXz+TMGfdaQiQjoJKrEYjEIiFNpRqMikaposOTWGnkfFTvmNF1/nz5+8RaR8SnYFM6qw5paZGhY17dCPZkyjlIolqNouhmFjJzDyZ8w8AaYkVCnVkmQSRZQsi1ZbMtIpFhLbDrmyYjPYsTkYTDka+zzaHWYUigYxGaBSQaqzyNqPU/aSCYf3AqTMY8xcuqcBpMRQ5OlgilApGEbGR6LPhmiIrDFQkQG/AQhdKGgKBYsm0WdKgowfPw+YKucSs0Lr2U1yEXR/6prQ+pnFrM/j7X/az4t/v6iCKI7P0DMi2/BsyyJOz4pvaIWao3yussg5dZFnQovn0Xkkf1bgzSI0SztszzpsGGtMhnuoQcKXy1/Cq1bRXso0mLAcbBAmVUbdhErnJUreEDWZIWopoVKk0sLvCroywa4IHL+PvlwicuukVpXBSYCMaqy0O8RBDXVig2VQkhXMx4c0Pj3lzqcVlocea/2ILy99id/ef4vfG/4f+W+/8iuU2wlvcpeesHjr0YRBb8RRqpjqGYGOkJGP7UMa2UThCKNdI7YTjADiQQSxIBGKOA4pC4u60SIIIibejFfqV6hpk6k8olyzmIQj2vUSs9RnqCXhzCAsW1Q7BnFqMtyd4XQapFJQrjbp7T1BR3ngkRfzpZS5U+dnQfZZWeE8Steg1WIkn88l0Gq+7oo1qAsk1lkdRuWUnxCcew2l9Fw6aRjF2gItQOgscjeKJr8Lz39mliplNjg+/7dn2XlcPP5jIvf/B/B/A3574Xf/BPhzrfU/FUL8k/zv/x3wa8DN/L+vAv8i//NzDyEEa8ky3aMTdATVuE0gugxHFh1vleWkAuKYvbjHYOaxVmlgCYFheKzUykwn47lR1H/OYRmCtU6Vk96U1LCoqDKYFkmS4FCiUXOpiAhhJHywf59yrURvNCESmoYuoROHKEkomyUcq4zSBrGectzVlKRB1XEpa5eGaxGJGakJoQJcCOIUK5JsbpaI/Bllw+WTD2K2Vxo8OBizYpokUYW9oxlKmUgj49xyaEbmoI8pspq7ym16JehUI02TvP8oSwNzvy8NyOLaaZ17xBg5Xy5Bq0wNoFTm+IhAiew/nXeJZqCrMk4zExBnC1CnedE257gXFvCzpGbFMd8gLkRWz+pCvficiyD+rG7Yi89dfC/FxKcinVd5h60QglSlzHPk4rmIfGMjT63JNQ/Z9Sw6a4sOX6GzO94SDq/6NyjHkkfKoB+dEMwSGtE611fucDjZwTiaIBLNytZVxEQCNexVm6c79wgqFSInIk0VurZM6kSMuju0Nk0Gpz38cIZTbuBPoH7QpRw6VEUFZ3WNYJAy/uQTbu/YPK+26Y0+Ra38hL1bkhdfq+IOV/i/7P0eL8g7mMu3+XDnCfraDRpulxulJh9+/D4ytTHyvSyKZiRBSuxNMVsuphJI28Y0NSQaKRSGm+J0QtI04IV2g82yRJoJ650mx5MTzGYJ0w6p2yankcJp1DiKJDye4c0Syu0mynDRSjHuB/j9EVor0FkAU/jrL0beF6PgxXWyuFYWKcNsnWSCg3xFnTU0nX3pWSag0nljnNb5Rl8sjwLIz55yFrFLEGn++lKeO3VBbRbKnUylVjTyZRmIEmS+Tj/DLPFngrvW+jtCiCsXfv1bwLfyn/8V8G0ycP8t4Ld1dgV/KIRoCiHWtdaHn/8qkj0/oJK2kU4Np2TTH02ZaYfHMx/HFbSbGxx5IZtWkzZ1dronmJGJMVEoo8at1RaXWwluLcYpO5x2pzSXTZa2BXtPAhKlKbmSsuEwGUYYpo2IJWXDwpIGJ/2YBlW6kzE9NWM6nbFsLzE+mbHSahDGKcPZhNurG7RubxMdD9k/2gUL4tBiteIQpDbmuM0T74A7jU3GoSLQEXFfUC/btN0a0tYMvT5JOY8GrQjTjJFmQmpK3nlrwnqzxn4YsdyqcNydMfYCGhWJbDscHPsoCVoXvHFmYCVl3jyUE+WiiD51IWfUc6pE5Nw6gJQLhZkchIROkRnqZ+CYaJAyj8DPwL7gpkGTIpjXePLzybn9AKA/m+4Wx7PUCQvr75lUzE/jQS+e/2IGsAjeF5+/+Fy1ABBzyiUvHpwVvbKCWPHcDMAzgM8iPD3n44vna6UwhEHTKBPEDziJZ0xjn7rbxEoSNuUS9cSi3HyeKBmRnAr8/j2sxjrNrRvstASb4g0O3B6TRg2tD5mOBshyBbt+g+TSbcTwkN5b72CXIozNl5GNKst6lcRLcJHUhjbOxhu4j/cJJqdsLgfEvx4wuGEz2qlx27vC8qvX2FVjDo53GY5n/K2f/7tUW3uc3PyYg9MHJEOfKAzRCGKV4kiLam2dsZGC7aGjCVGQUXK2K3FMSTybUG5qrJUpvXhKu1YhEIJmx8ZTDqmj0DWJa5YIzRIV2yDQgqrjMI0ynt4yBOHhhDhWILI1KYpmtxykf1bgsBj5zjd+wbyeVHyX8+cJ5p7/kNGbmfolu4+yJu+MHJJICqVLZqFxVvfRaiHDy2ceSCmydaQ1KgdzKfLMWWW1rSxgynaLooncsUzKpSrHoyN+2vGfyrmvLgD2EbCa/7wJ7C48bi//3WfAXQjx3wD/DYBrVBhVIkQg8MwZ7YqL7a0QJREjGVL2yuxMThnolG+tvcAkiKgS0grXifSEVIRslxpc2mozlEckOmW5ZHH5pkn9SsDN6xb9XkynY2JhsPfYIJhByyxTL1sIJIcHcLAbM1FjSo5m296gP43o1GqY2uSw79EsO/izlBvuFsdJj1XXYatd5u4nEV/uvMyj6S5D1+Qg6DGMfUxhsV1aQZMypMeD2QglIq5tdjBqJr6c0EsU5UqF0XGXNDZotATl1CLRmnqjwr0HPY6OAsKGw2SYrzQyvNE6swwQMPdaEUV0m+Wr80haSolQWVSp1RlfVyzOeaRLFoGkQpC1IQkoqKCsbp89Luf90uzLzDYZeZ5Zv+iZ/iyO/VkeMz+NWlk8x1xymX7WduLzCrXP4kQvUj7n0+sz/T55Or0Y6S3SO4ZhnBWjn/F6Bfer0NyuXOWN2jf4wfRdTq0n+KrPZXeNj0ffoRJsUl25jKXqBFHMJAnw/GPCOGKJSwyJ6AafUP7Gi4jrl5iefEg6PCLSDQaDKpF1g8q6g1lqIMsdtI6ZDiY0W+uE0ynOqeD2geLOrkO1cUhcuceV7THhLxpsMKSxU2N3t0R0d4Unk0d87dYrJCXFd9/eY6BTtN1muTNk6jn4oY9IJRUtcFSJRq2Kpw6pdwR6GuJNPSxS0lRlswpqgkGoWVu2aW7EPHzqkWqTSt1l4kvCkSK2EyYqxh+NibSN0bBwVhtEA4UaBkzu7yCSFKl1ti7lT++huLjuFjO6ixliQcVl39TiesvvmfyXDbfFRnmFtuVw6I9IXBdvNiHSIW7JRRsCx64TRROOj3dyzj1fb8Xr5xtIlhkW/SXZ5pJmNxlaZyZxrm1mWboogWlxaX2F28ttBknMn/3g///gPj+01loIoX/2Iz/zvH8J/EuAurusIym5l+4SqgmXjlJu2WuMogFRNGKzvIUpLRJD8eHghDQOUU7MslHDNCUj/RTbcBn5AZQ1rYZLKVD0d2J6XRNRgRDFkAQdpwSByWyswE0YeAEqFYReGW2lLNsVbtXWaVWq7Oz7xCno2GazVma72qCclEnvHfG8exXZ3ObDw1N+Tm7zavwKoZ3Ss59iGNCNxlhCskado3jIWE654rR44B9wNB1SShNENcF2FMcDn/V2hX4QYQmHQ29Ac6nB/acDGkt1jP2E7ijh6HSGMIx8aobORustRCnkOz8qs+oVCFSuVxcXAGeubS8oRLJCqU7TfCFlkYLSeu7nIskkWEqAME3QOrvBcrmkYWSWvypvavppkXpxPEtZcBHYF2/KZ1ErZxHVGdAu0jgXj4s3efG4i5YIF9+D0BpVgPqFc5+jjDivgz8P9DltoFLeH33EJ50PWW6vMJoeEkV9arYgsQPqYoh/4LNmv8zIStiw1mGiSewKdz/8hLUba8QrS4T3+4SuxgtT9PIGmAnB04hkBsuN5zBjiQ5MRJLSKtcxI4fV8jKVacjLgcnlUpVxuMukE5C0+hyPmtijmJ13mzzY9Xg4NvnG9gtslK/yoLHNS19xePzWu5gdn5Nuysg/RGtFZQmWTYU7Cpl6TXS9ThAnqGiGYRg4IpujazuCzrIFZQNZkfhS0brkME5MHg8EZauEKgkwSxhTiyQCIoO0WsL3ylgTk/joEK8/Ac6yRrJ9N8te8/V4kYo5L1nMQfxikVWpzOgP8gj5TMqoyDZ5oS3SVDIKpvz8lV+gM9hHlaqU2g6P1Q6xNWM6HTGLIsb9LoUBXm7ctHC+Yn1kEfrc2RqBTsExTJxqnS9vfY1q2SLwQx72d9m+sc2LL95hdH9A1xp/Zn0vHv+p4H5c0C1CiHXgJP/9PrC18LhL+e8+90ilxm2uYjKkIpZwRim2LpFEp6xW1jmVHr4VksYpvWCQGV/FPnYrxXBiapZilkZZYbIK42iGaULbKWGXShxMR7g1QcO0iGOb/jir4q80TYJIMB5E+J6PLWwSYD/s0U2GtBtNhjPFOBkSEnCpeQ0rKtGbHDMbukyHFU7HipvWKkm/wvb6FkOGvDP8lFE645KxyuNwnylTTDfl6fiEpWaJnudhhAlblRJb7SorywOOwjGJCZOZx9qGw+mp4vGRx+DjITM/zYBaG1kKx1nEOVdYGbJQ+GYpHcXikeQtHpxF/SqjanJSXiuV/1hwzflwa1Xw5Go+Xk9rjUoVZq4pnsekQsx17/Ms4hlR+uJxcbLSxYh3DuYFnynOwH9RuXCeW81VCTw76r+Ylj+Tg82vI8V81nlkt3COXEUkOBvvVxTnFkHj4nsoJJOnasA/f/oveK5xm3/46vPosEVQ9jl61OdAnXK18wpB8AizYWO1x4x6p6iTGlc6LY7vP+FlZ5nd/gnKttC2wjNtJhrKZZdaqYPfn2GkMdV2G6NaxY1cWomN0Q1IJxMOpx5VtYNe3uXR8AmTDwL8UZ8HkyWMjS3+5Pfe4uu//i22ZUg4axKPT9m/92OiyKUfSPYHHoldQqczNm41qc1mrLouh0czfCUJGk1URbK6ZuCoKWnfR6cJXghKSMJjQWBXKK2WkY0K5UOBN/WJA4WRKvrjWea9rjQqlIiTbPxlonKpbb7JZsHM2doovkPDMEiS5DMbvRC56yjnN/izgnl2d6k8il+kHjUa1y4RpyGH3pDf/eAPWK+1sGcaEgfPTTgY7BH607OmKk1O9RTqqvO6eIHILTpyigcolZrcefENrlx/FXk6RVgNgv4h0fEDapUacnsT2Uu4XX+Rv+B3+WnHfyq4/1vgHwH/NP/zDxZ+/78RQvy/yQqpo5/Nt2d8lS9DnMTGnc6o6w6xCQ5lOskyXfsBveSA5UqdUzklCgMsW9Fjio6HmE6KXVIkCqI0wUkkiakIZErNrFAzHFIMwnFK0DdIp5KSdJEIjk88TNPkuUvLaK+EN0jRqUEQwanySJWgUXWQpsPbR4+Iw/uYqswvrL/KLDVZKa3gM0NKhZOUmKURpoCVUoXNRp2no2OUiPCTmM16FS/xSFVCpFOeHMzoxxHldkTiSEyzhOPWuH9/yL1HfaIUVCILxM75t2wBSsOgqOQorZBaghC5fDHXsMtcgqdA6GxTKIpEQmS+MkIopARBrgpQOQ2Tsx1ap+fASuuMfkCTgXkRac///TxI/7RBGBcfVxzPKqyece3no+nF58gcWOdF0bzDtTjHoqb5WfTL/HMspOboTA4qL2xMmQXwWfQnWHyPZzdwwe+f+zx5p2QK9NMpP+i/zdFPdvn7Lz4PYkb1sktgKVg9pru7i5yGpLpFVDcoI6kkFq4nqOwblHuaia8ob61waAgaa1uUmmuEo4CSCWbNIpYmLVWm6dss6TqiFFH126w2ItZ2WnSDPa7euklkDPidf32fgXHA8y8KwnpM78oNfnLYpKXepd095oGR4tWn2LdWqHbu4FoRwlS47TH1sSB4PMIpVaiNEszQZerU2YtHtJdLlFYsjDQkSTSy3eGoLxgOXYQqYw5MpqcDDMsk9kLqG8uUzJjJcQ9ZbZI4JWzDxewLUrsCLBaoi/b/s9rIIvUCmQ9ScjHgENk9YhT0SP59z9dWvqkXhfWsmCkJoklOQyom6YDxoJsJGnS2YZzVU896SYr1dpFKlDK/z0SmUJMIbq3f5OaVX2DjxgYzDWyt4I27qFFKqGe8++GPqZYtbrzyMunh2mfun8XjP0YK+f8iK54uCSH2gP89Gaj/rhDifwE8Bf5+/vA/JJNBPiCTQv7Pf9b5AbRKORk+pKYtVq0VluwmPbWPKzSOdKj7NpHoQEVhORaGCGl3HJ4OHpCaEU0pMGOoNkxClSC1IIokT09mxBOTklNl7/gUyzWIxoJgbNMqO4wPQhzlEk4ET0YxiIimLBP5BrY2WSl1OPIHDMKAtnSpWy53tldwtMv+0R6b5ed5ydlm72hM4sI73Qd8L3yfRt3BqSbM1DF2LcR2ArqTgPZqk94YRGwgbIvAD/BmBmNl8HQQ8unuAC9OUbFAyYxukEbOB8uC8y2i2bMGjbMIV2PIbK5poW7JlDQgMCikXVKIeQYg8igXnasCyKL6opkpyyZFNgw7v4kU51UrRWRUANpFOuZZFMtP6+y7CLqL/6Z5tua9uA6QeXpIKef+OcVrnaNOimt38X0tbgRanwvCxeImVUSJnL3nRXAv/rxIGeX/kD9LIcgsZ59OuvybR+/y8y+scGnbYxTFHMY91m5tMrg3ob1cgkjiVDTBU03JMBDTx9j+iBV5GeNIYagKJzJkavZROqFc7nBw+AHrz78O3RS7F9KMFeUpuH5Kp28y8Q94qo75JDZpVX8Z3xniPd3lw6MdWtcka9vfZn/pCgc7giV1k8dvfkrnpU1a/+AN5OMh6e5j9t7/LnocMu16pKngIBzQTzRVvUWptkrcatBzIxoNi5LqY8QzpqmLuLKFL13k6hXSyQjV6BKpANMOiEwHnBB36xJKVqGyRtmv44iQYLdPWnRypjrLrgwBMuuYnq8jKTMKU5815RWWFvMsK4/8iy7m4piLY+bfVR59Z3cKBpDmXHwG4/ks4bzOpefPE+fWegHqF7PHbM0YPHf7m3zt5lWUscrAjOisblNtXSPon/Cj8YAoipCpwY9/8CE7Hx3xW7/29/i84z9GLfNf/5R/+pVnPFYD/+ufdc6LhxBg64CmVeZkss+ud5dLpQ6brcvsqvv4+pSmLZBNjW2VebJ3xF4voFK28JOIRBvUHU3dtUE6RKEiSBJOo5QwzG42O67hGCG2UaXsVrBmFq2Si1ca8GA0pjuO0ULz8qWrjIYhu0GPT7sPadkWbg2OhidoYOf+AEOZLLsNLjdCblUbKGLupW/z8eAehmngqymaBN8cs9xcokwHw5hxNO4h6iFPD2ccnwZ0Z1PCOEKJrJEr1ikSEykhVXkgIjNpoxD5hVLkjRt5Q9GCDncOspmIEaHBkAKhcomikSk8KMAoL9qkuohistcUWlFYvZt5p2myAIZn39t5YH9WVD1Pc59ROP3sOjh/7rmyZfEWW4jOhRCZQZPOqgYip47yh567iUzTnKfqxXFe10xeUZg//dx7PR/ly3lRtdgAnrVJXbxOWVE2o640kkQIQCG05P7hkMPJhP/plXWuf71J+smYD3bvs+FWGeljwklKO4ZWCTx7Qq0My7IMs4hyIBGDCM9JUCt1+iWHUUMgq1cIHAMsg1qUUO9PMU4GBCdPEIlDs6R4VNvlnVJA/eMRapLghTbjCL48Svjm/Z8QpH/F//hDGNgb9D74CculLb72xhFBZcapNeHjH3/E0AupGNAQVWrGEmkN+tEpqTeltHmV8rUbKBWSjGOsNIRIosYhcmUV6Zt4pzPkLEAuuaRBxOxkjFMqEwynmM0m5lShVAwTTcWoInJBgMxlhCqXLWaZkZr/nuI7KOibhe+lAOqL9s+LVOHid3+RXpvbbRRZA7kBH9l8gyIAWAwmLtKBQmT3to3BWmuZb375Kpa7ydi3sE4FxsoqsddkWu8gfyEguPsnJMMxIrDZCQI+8k74vOML0aGKNDFaq/SPT0jTIVW7wlh6fDD9mNTxOFEnGHHCpXGdlUqdmm2jUpMwVKzXVhnFfRQWT47HmJZBEmnKDUG7JYlJ8PyAUtmiUnLRlsbzYrQSlIwSnh9QTw0cK+sWPeyOcUSNJFbY2iYGglmAElCrmMziBLRmEvpUnJTEmnG1vsq/fvoX3JvtIByfel2SlKfM5AS7pElCl8uNdaaWxbcPdvjoyQiVZFGxWuAODWlmYCtEnr5nTRnFYtX5Y7UudNXZLzPTqmyRxlphIRE56KtEYQojswFQCkNm0f9Zh53GzDvgdBFlFImozDTcCo1hnkUfhQc6IiuUXaRe5lEyZ/TFIje/eFz8+0WQvBjRF483jEzLU9iuZrYHC2PvDIOUjDoqrhlwLmOY32Baz7tIL/Lycw4+j+bn4J/L1PIXz2xkF85bvPfFzReyqBCV/T6zU85ucAWMvJjv/KTP8kvrqFaDO+0h4iTF0BOuLW3ipBMi7wFH+6dYtSXW2ncY7qUE4QHjacLy4Brj+4c0X79NHEkcWSEe9Al6intPPmVyHLIRRqR6gNma0rm8wQvXrvH2/ps8ebJLMBwiNSQ+lHe/SvrPX+GJ+RHHh0/Zr+2RhCUq+0vU/9gmNY6YPhjxRucq/WTIzvSYQ+1lDW9OlardQjkSf++QJImpX7lEUFlHWSW04RBFJfTeESI8Qtk6syaIEoL9AYY0CaIhrl0jGE5pleq02kvYDkSzKSjjXGStZVEnEWCYmPm1T8ndToXI74fsaou84UOgMp8lzTkjPWA+QexizehcnehC30WhrGJBX3KxtqO1BimQOivSu0aJ55eucf3OG8TOCg+PT1lrXKG2rYmaI/rSYPigx6Syi3JMsA1IFa5TQiZTPu/4QoC7UJry5mWG3pSZ1yUMJjiyxSQZoOKUQEGjYjP2EqQeU6ko/KnJyJ8wsuEkmBEZNu2Gg2ErYgNSFbO0bHN/b4Bj2qw2HCIvJYrBdstYosx0qrGtKm7iUTNdZqlP2SkjYknbbjNVHl48I9Um9XIbGYdYaYJlGqw0bUqlCGVPmHVNXnOu4rdOCcs99qNTRoOYpAIT16NcNqguj/j97z3k3sEQRdYwpecIPb8SFI0ZOgsr5lLHYl6o0grTOBv6LIQg0Ro776izDAOdFqCWmxGRuTRqnQGSOoNaEMytG4TKbgghZe7qmNEbCnIDsYWoNGu1y6Jo/YwFTNG9ufDpngHk5xQpFwC8eM5ipH4xqhKyKI6Bzj5cnnJnaTgFp7oIsBeUFKKoRZzLaD4ryRS5GkOITNEg8uvJhfP/tPcNGQCJjCfLP3/2O50T+Ac7ATsHKY1aSKUk8cI6dMf8+P4Dqq6DKaBSrROZcGp0ad9pMd2ZYD72aHtXaZm3efBBjzAcktQNukmfaHmTeMNlMDuhGo1xDJO6e4mP+id0w0Pq/RGzaUI1qGMCO+MhcafBoWdyL54RqVWWLrfx9ccEm8u823WZ9TfwrCp+fMgwjJC2SRymaCsFPUGkNiIoYbcaCA+mu4c0n1vBdKukwkCMLFQUopUi7U4wHPBnQ8xYEWsjcxttlWiuXqPhXiU67uNYJeqhpGpXGHk+OlVYhswGz+QBtJCSRCkMDZgKnWjSRGGVK5Q6NQwhiEYzqiWX2WiIH8eoJC2+tHPNkIvrc/HPRC9M/lpYU0JkjW5ZDUh+RoU1XwNaYJoGFafKre3nubN2jbW1K/T9iNXVMlfCgPqkxl/3PmF86TqH8jHThx9gKh9tCAwk2kwIJp8/WvQLAe46VbjThKauoOISpkwgEji6hLANtJqRJglmUsLWkrWWy1HqMQ4twjDBMcqkKmGzUSeVMU97I5JEkAQpVddm5IfEyiG1DCbTBNP3WVEtmnad93tPENrEETYn3inD2GOz3MGPY9JEUzJLVAyHsilYabtUHJtBOGX1kqKyOmE03aXfmxL6iuk0wLEqiHRIpeQyVTEi1FD2COsue/1xBiNK5O39GQilaZp3j8ocULOMsogGisq9kYNQqjN3RyHym4AM4NEaqfQZUKHPIhZ9pmGf079mHrUubDLZjwppiFxumVn2CikwpSSO4xw8c/tfAZlkMv3MTZCd79mdohcHcFxUrVw85jwpzJ93xm/nN1ruKWIIOS9kmaZJFMef2TSetYlcfF+L9YHFDSgjXrMNEBY0zAvnLZ73LK31Zz7vXD6pmY4Sfuf/9Db1lRL/5T+6yovNmPqkw8jV7M+6vHTjEslJwiSMqLQm3D/aY6RnbN1oUj7ZQz9oM75icX92gsZANWPC9JDaeEx51mNppUR3EGHXDQ4GR+xGeyyXJMMeDKIA12qSGJpPj96lXTd5GB4yK9lsL79KtPcBY2OAvPlV0j97yNHsmJmfMhIm4CJ0QJjElBsVqo1lRjMfs7OBe6mNQYzhllDDMdqVUKniVh1Cz8OqGSTDI/TEI1KKcDhGChj2uuBBadWipB2iYELixCRaIYSRBRdCI7SRmbSJTB6sREaNmNrEbTZIpcP1X/gbCCdl8Pguqn3Cc6+scvSwxGh/RpAKZiOPaDzLCq8X1m9xnAsQ0jQXNRQbAPNgh3xS0yLfnn/RSAE1u8b26hYvX38Ft1TFmw65+3SPl35+i9PJiLeOT6htTlm92mISdgmPP0If9KjZTQbBIcOwR6vWoTs+HyxdPL4Q4G6ZJtPeI8zYZK11FX9wTGQGBFGAHU/pmMucRqcYls3V6iqT2QlRIGhULGIZ4vkJI8/n0UBTtiSOZSOSFFMbrLkWVlzh6DBCklKyynQaNZb8OkeHAWno4FBmREDVlXTqJVLlU7ddTtKIEi4tu4FbglZtwiyZcnmlSbnuszvq8uOdU3oHZVRYISLiaDjBqZqUqGV8NR43N1qYnQCnJPGiXH+uz+R9BUjKPL0Uiiy1EzpXuAiEzgqjBpCkGVee9TBnX2IqsqJSZnGaNybJs0EEMpuzl2vaBYYGlSY5mhfRa07H6HmQTqEsEOg8Dc0pj3SB59d67t2u9fkFtwhmpmme47wXgf9ZIH/xcc8qzFL8zsg8tA3LQOuzolhRRE4X/GEu1gWKYqr+Ka81f0yufiiUGpZl5pnW2XlkIW3TWSeqNjM5n9AaMe84zGmkC9cnD+eJE8XgwOMP/9Uj7m6XuOIsUXYaNDavEKg6kdNgeWIS+X2G/iF6VGNyyeLxNbAHpwSJS6mUsH3F4f7RE16YrnHUHSJEzCSsU5Y1ol5Ix3W4O5pga59qaLBlXyaIqsRODade58ScEIx9YlMR3L+P69YwG2u8vfMYsy2YjQXl7Trlw4g0rWJHHtqRmNUqfmRgN1vEZU29o3GiI+JBRNgfYF66RfvaDSJjiuhPUWpKIHxU5OPWm4CFDgMwS/j9Q468hJXlOzjVDgQGiZkPX0fnzpsKU2U3h1YKS0icy9vUWmvIUpnWS7ep1dY5+vRDDNvCnCjWS2Ve/401/uo7h+w+SLGWSySmw2A0JI1i9Pz7yW5IrYph8HkRl0yZVky6m9tQ5HbDXFhfaI1lGKwurfM3b/4iTmjxtVtXOVRV3kvHjPf2Odkd8fpXUx43FH/Z3WXN14QPH2IMB7zwlTf44Ls/wHGbBPGAwahPs/f5KvMvBLijBFbfZ5JO2Cxd5ab5IgPV59A8IJKgnApuKhiEXf7i0T2Eo4gTH7OS8uL6JkZ8SmhZTKYBlGHmK8qywiTSGKlExwoCC6RkplNsJ8FUM263b9I9mhDKKYaRstow2VyusGzW2DuNkGPJpnmViCFYIwI/ZqpSUjnCJSRkxAxgpUQ8rCDjEmaomHkxk3hCua1pmSWUjqhWE1aXTHrjKOcKzxcYpcwkjwKJ1umZhIoMpBchs1C8ZNS8PgPggifOgX1e6hEis7jGyPnIvBEJgZFX9DW518xClG3mnu9Z80a2SRhG1pdazDUtHp8pVs7arS9GssBcd3yRn78YJT2rgLV4FOBb0C5FTq71+cyh6CosePji9eEMpOfXuHjthZ8/e2QaeillNi8z3xQQhb+MmF8DhEAaGUUgpMiHRchckfNZGejFIrQGTg8DugcBP6JLtWzzynPX+RtvvMSdqgfbIXff8dmfTXDLCfGJolVuUE1OOD16RH1Londf5Ztcxym3OFSHVN01mpM2VmIwrD2mVk94vXyDHz99SMusUvcvo8OEFSxE0yFII9pOh5MkJFAKm2XikYPZC+k/+Jhap0a52WbZbjIcgE4FjZstxuYpli6hZ1OSRpVUOARBRMkb45gQ9A4IQoc4LqHjBC0Fotah5dSY7B3TeeHLRFGMWW9jChMxU5iegapIDCSlcpmpP0ILA6e1jOmUEaFPZWULqSXta2s0bt3m6JMHaKGoP7fKxp1VBt2POPn4lKplEpbXWL5t8/LmMjv/5w/QowhhW7RbTVKlGM9maCGJvTgTKGQWoXkBF1KRcfcJ4uz+EFngludi54IEgEuXrvP3fvkbhOEpO09MfhQd4zQjrv3WMi+kFr27Fqeex/bGAf9Faci//w8/JrKrrL/6Og/vfYJMDeqtFmYUY5WqdDrrP/UegS8KuKcx424XV6Z44TGvV34dU2v+NP4Lju1DBlGflaiNNpfoqzHj4RTXqRENUj6aTajadZaWqkRyBmnAIPCQqSTFYdVpUrMSHgZdTKtCkgSYhkNqJDwMniDdlLbr0G4IDoIe7x495epqk6EOEGad0XRMuQaVGpyGASPfp9SwcMsl/EFIu1QnLYXEkcF6aYnHw1MeTfsIoVi2qpx4XZ6ODY53An71N5e5/893iJRGCTU38RI6A+r5UGmpctgl18vm6aDKOEWdatJ58eY8ECmZR+X534UuJI2CRIHFGfDKHETifHqQyCmdAjh18dyChy7UKgt8/zk73Kw6fI5+KTKTQqZWnHsxkp6/d3U+lX1W8bUozp6jOASoRJ8Vg7UGURS/BGmSbUamaZ7jSefnWPiTC+e+eBQAbkiRb8CFD0nWiailROXdwXNpXv6Zsu8so3OKJqi5xG4e/c/3KubtaloQBfD+3acEfsI3tlf5rV95hd5HCYORRd84oRlpRpUjjnqH3Fi5Q02b7D8+oGcahB2PK0trDFa3+fHDYzqHY14Yv8DBqcHbg/d4HEpiujhJxHrpMsNkSHoQ03GaLDt3kOUJOqxyJSmh3plAf4QRGpRFk17fY616i/bQw6rYPHr/CeJGCpbCSdrEhyGJrKH9NYJxgmkbhICtBCpMCNMpSBe5skxpqUNS2kNLE7HUwLXLJE/2saSJqAQMP/yIiu1iiAruyjLtG7dov/FlxoddonsP0WrMyrVXqV5aQ7RbmMvgWwGDJ3dx3RFR9xgsya2v3+Tqr7oYGydU3huweRkO3p1iNip4Y0213mRtfQtp2oymQ0aDIfHMY+b5CK2wBChhILQmJcvcUpErdHSa0a2c1XOUzjLe1u0NNn7ul5nYmv4fvs3jJ2PKVh/96FPaX7+OkaQsTQOMV5ZwzB79ByfUv7zOW3/wH6jrKgk2qTdF2wZ2u8z69kUj7fPHFwLcbeFQq1TxwgDbLPOp3CMJenSTE7Q2sYIS0jCzyCGaEitBgk3DcgnSiGSiMeMSVGP8ypSSYdEwq0jPZdte5bnrTXreT5hFKbMkxYpDSpZNu2ERSRMpFAeTPjPDR5ghgfRwXBs7LpMYCYa06Fh1xrFPpRqRCo+D7hRSl0kywEFQr9Q59o4ZRkMMU2EaJoPpCOoxJ7MQQULDqdJeduke+6RKZMMFzCxKt4w8ZdcpSmmSJM2B0YI0186KLL7WhkZqg0WvE6UUBrLodzpLBaVJqmOEEmf6bZ3r10UeiSoNKl2QdnEetOeAmFFEkrwRY469Yr7xnDtE8Zzix7NFv6gBL46LPP3i389lOeSbHgJ0NqA7K1JmoJrRn/mkm/x1hc7AOCVF5HpnlaZnGvhcHYE+H1Wf89XOiSsNqERlznzZpcuvbRbN6dweeT6CTeuzG14sRulFFC/P7dGLcj2RX8MoTQj9lA8e79MfHPPll1cxX9hkaXeDtcplnj45IDh5SGtzg8brG8SzGe2DU/xhQNPvINeu8ObjY+TNVcbGDhV7mdPdp/TQSLeDTsvEtsGJESKMCjIY43ljHN1kRbVJP/FZWpP4vonnC1SkaU9M1qwywtO0hMu47xEYbfA7+DWTWTCEUUhkj5DtZWJbIt0aThOktDG8KWa9yuqVF0iXV5nsPcDduoGOZlQaq0w++gAzjUmNEOGWqF5ZIjVTVr/xGmmljE49mq9e4uCTH4Lw8E8P+NIv/hIvvHCHd2d3qb1g0JQNTn70Hoojxncf065X6Vxrs56adA6vcNIbEB0MuLpdYvdwTJomjAYRUSWmVa1RMSWl1S1kmDKa9hgP+ijD5eq1l4i8LokfoKOQSMUcDU9z/TtnxnxGFoyhBZvCRI0UlUsNbrz2G9T1gOOdN3n3aYI+8rnx2nU+fvwT+r/7AzZW21z/lRexNpYYPN5jNpjgD0PsVGK4VYS2KLmbz0DTs+MLAe5KaWr1FsFkSj/c54PozwiDkCPRp1ZuESRDYu1jOR1su8mmvITdMegGA5y0TupFiFiSejNcp8lYT/B0SBkb27D5dP8EU4JppjQNCyREOiCxZyT2kPXGEnsHIWXXIpUpszhg1a0Qpx5LzQq+52GJJQ4mEyZMqSeSrVaL0HdZ3UwJI8Xe8YCd3oyqVcNMXbQymIkZaxWH2J6isJjsD/nWz9X49EmJD94fo0i5crnGtdtl2g2bg/0YncKoGyIMQBr4UYwwBWtXW3zybo/haZhRIQJEqucmAAUwAXNA01pm+nRpYOgiTcyAkSIqpxjvldMvCwWgRfkgOm9QUhpTZsumsCMogGkx2s7+zDYePTcwO19EXXxOAfiLviAXC5BnzUXF42WmLMq9bUjTs01DCEDOW7vl2Qs+Uw1DvjE9iyYqNkulz1M3mb5azgu6FEVjLTJXzeyezqWsF3zdn5H5XLwuCuYSyyRVyFTjewFPQ8n/9fd/wvZKHyWq3PryGi+/dIe3/j/vsfLcK0SVEuHRCYaWlO02vckEnt5ja/s59nf76NGY/c4x0Wadk14MWtKy13GbS0yDIU6QUopMlo0OYRRj6YiqJTGHE6qJS2i5VMw1rjQ2OO3ts+6UCeQ+hlYEic3o6ZTZ/ojaWjWr73gGkQwxAxtqJcKoh0o9aDdRboVJDNaDA2ppGWUowmCMYWiEf4hbaVN5eZu16y3e/3/+G+68tE3zEjwIHcLHe/Te/y5bL9S4d+8+ti0Yhyes3/JpP7rGAyT3nvw1yWjG470BfuSzVl/D7DyHbIbsW3Wc56oYbh+rEcLuBAtBqWNz6dVl9j8ZIWxJHE8RKubSRgdn7RK+tmh1Vokil8HREGoKnUQEqWQwOeYsmjlb30or7t/b4de+espld0zvcpVZMuBLjVfoe9/he3/114TekOdXDb705RfZ2hzzw6cxp1aJTwyJ06xiY+IPItIkIpBwdPnz4fsLAe5CKLaMCsv1lJ3pEVqPsLFwA4Px5JSaUQUMotmE1ADHMZimAmU2WQnqNKTBTB8xji0qUrJqaxqOTRAlfBTcZTj1iIi5utThUe8UPxbUSjWeDrtMxIyVqsVr26scBENSy2KmfKZiSOuyhatMJnuaDw99ToYB4zQkqTg0EgNXmMz6JnvjETMvQSlFS9YxDRNhalr1NvuDHSahR2oEGK5k/VKJ1VVN4xdbSFfzm3+3gzH1UVPJ+zLi8DDGqiscF8yyQJeqeBoopbz8tWU8L+Xeu1Om4xk6TrNOU6Uz8BRGHmUXPHIGYmaupdYqY06MueY3UxVIIyOA5hruBSqmoCxELpHM1DgpQupczptTPIb8DDADczoiM0/6bMFyUUXz01z84MxyNaezs/eZv2NpGOf07Fk9OgNZS2YzTFVxfmkgDZl5kSeZ3/ycwhLZRrHoEll8wsUuV0TeFJZvkkJm17YYQ7joRWLkNI7II7o036SyFD6rYxQ1j8VjXmjON6OiaQatidKUHz7Y4+2HB7ilMlNxmZfXb1BO6qx5M+7/+ANeuH2Z01bArcY2n3Z3kUmNw5MDBsYpFUrYUcxpf5+Os440HOIoplZaxgwFZjylZTS5Ym5jJ+DpLsLQzFQXZSuqhglK4Xkjpiom0H2GnocnLCqlBuiIiDJT7WA5y1ipRkc+ng2y0qBUtvD2HlJql/C9BCUMotDHUG2ql0okU5/GtddxGx5TGVH/+mW6n/6E5/+rLxG99x7Xbv8is3feI22GGOND4tmMphjz0mtLfPzdvyT9Oy/zpeUhlXIP1RM86nvMeh4qNulqydLz19kNErypZus45PYvvMGTD99jEvWplBV/8zdWOZ4GGHeqfPTOIZaWxCrlwZMRm5vXWF9bYjjcQ4UJo5NjsE1KjSZlF/rjM6Hx4pqxpMEonDCLJ5xQoxS6uOE6Vinhxddeovr6Et/5kz/h4EnEl790GUtP2Uw1cvAppbJg2I24euM5vH7I00cfsXZti5WXmp+Lq18IcJdSMeYJs3iAbSksy2MyTblSXidMYqThcKwnaAlLrVskiYdtlWl3NatGnf3gAWM1oGZXaSSCk3SMnwSkpMQoUlMxDWd0I4nhghGm9Ps+VbuMLVNiH17bWiWZ+Dw87oGUBM6Uk4GNCFYIh3WGSnG9vo7ljKk1AtJkifKognFiclUodAWMRpfryw3MwMVQFi9srnBgbfIHj9/miT5gmgQczsCpGJhmSmPJJpwGlEeaQTcGraiVBeEMkkgzCyKaqymuW0ZZdWbBBLPicuWVDsGkzuOPD0mmKTntR5JX74UsJsEUkWLeKKOZRxEij6pl0ZZKBjRa6wz8dcbDq3mBUM917yKji0nSXHoG85a9ovSbgXJmY3Cu8QPmPPK8SfsZhdTFQm3xmGLzMA1zXtA1pJH5wYiFDUpnm5gkt1SVZ/7cSmTXxhASLdQZf583sSx6gSyCu9aZ3zaGkRfP8n/RCq0ytY5WSUaMZZZ/wEJtJKdmBJmfCTrzrck2o/MOk+euw/wekXOVTnEkOiXRPpevCpYaD6FX5a33HrPWaTB6F267L3KjdwnblYh0lSScEIoIWauws/MRzfoKlU4d049Ztprsjo7ojXe4zSZbcoNxErBitzgOZjQDi0a1wd3pA7RVZehPaK9WEKJKN4xwS6s4UjHRQyyrRiO2iGaCqRhTKdcwQwvLEiRkgzZKS3UsYvBDwuEJy1//EpZXo7rWIRADJvYYd8Pl8o1tSHe4vj1gVfQ4WJtx8IPv8z+7tMG76Q77xzM++eiUmy+22X0wYKVW5fLJXxOswXRs8OZP9mk2mySjBKdRolGv0No7oeU1sPsWwbSBGtqcPp2xulHlm7+1zcP7Q/qRjV1uYdU8/OMjDK0JSHn45FPccsJMmajAxm1XELHB1JsQFbUuzXw0XhGoJGhGwykfhT3esJe4UuphpiGDjsuXqgkvnZisvmHy19+fsp08xXUEHz4Mub/jMTqFaOzxSBzSWtpCBTErpZDL3vBzcfULAe6GaTJJx6w5S/xC6zX+7dH3GBt9uqrL9doVbMulZkiedPdpRSOC1CcZD7Fjl9dXnyMIDzjyd1k119mdPMUuWQgrpOKadCczTv2QplPBDzWEBktum5rcIIz7LJXLqNjnR4/3Seoz3LLAKoHrOlR0C/NJk1nZ4/pyGSdqMkZhuRKlSoy1R3naIuyliOaQyOhxY7lNVbXxg4jvP9ph372Hb46ROiZKJLGnKVcFqQFpz2d6rHFsm1IzwJ0I+ioiJcG2TSqG5PXnW7z1YIpgTL0jiXWALQW744Arr6zSP/WZHPvEXkyaatI4QSY5EImCZwcDCymSucrDkFnjzFzeBXNZ4VzSV2QAUqKKJigWtPJSggkiztQ3hiyKhWcjwZhHzKBTQObF2wyLzxVHi0h+8VgE9XkkpFVuqXAmpdQiH8itVT7TUpxJQclsFJKia1YbKJVJMrPxgQIp845XXVwN/Zn3VeBqMV1JCBCyqB3kzpvzuux5qkwV1I/OovdMwXSmx1+sk1yUYS5+N9mZ9fz/KxWBkl3WNtpcGlept66QTBV61iIdnXDiC8puDaKI5+M2nrxEt2RQa18iHo2oaRdbzejPDqlLQWDUUGlCizLKCHhgD4mdJiqyiKcpDg28KME3TI7TGPPqKgdiRskyqPcFs2nEYPyIoRWj5SrKTBhYU2p2jchIiWdjXBviNKaqDFIdgDnFCfe51rxM1fcgPGX/7tvc+PlXOPzr73PpVYtb5RO+vh5xMLX49g+fcBQk7N3vc3zq8bXXNtjZOyGJUjZekDzfMjmNa7z5Jz+i3Vni4d27hLGi2VmhuVriQcfm73QPqFkph1tdVrdsjLctLt1aYv3nv8qf/8W/J0oUlZUp/tjDqdWoGoKRoyBxuP/whPVOi86SIoxtfB8aqcVpL8vU0rwOdH4dZ8GGMYyxd2eopsd4yyFNDYy9Q6p9g+tqBeOG5Be+2WZyss791RN6e58iXUl74zrlrVepBhMObMlLz1+j+fmOv18McA8jj6k4Zk/N+N5MMZJdKg2b0JtxHD/gduMKt+urbDUEpunjj01Mp0QwtZglA1rGEuvOgInZxxMRKlWIRCADSatawnQEpZJNpAXLNRuVGoSDLu16CQOFtjVbGy6RUWZ3lBKZCmFMGOk+k+aYQRBhXmpgiQPu3jviOpfYFJcYRAEmfaY1D7cxpITgzb3HCP+Eo7CHdANE3edIjfErCuWamJZFoCQvvb7E9GDASU/xZDDgq19usroWs3+kMfJi51LVpYGFnClCb8LV5xrsnQastVoMDiYII8W8WWV5u0bNMejueTz64AAV5HJBobPinsjG8aULlExRIpUyKw4WgWgRXeucI06UQqucvigsdRFzakTk3jSQeV4vzhbLgFqceWGbZ7RHkia5hUAOZvnz5sBWRD4sWg1kN81FuwOVprmeX2AYcm6bkC7Mdc2yldwtU+kc0OU8os/7XBGiANqzIrAgA2fjTFBTJDoZ3ZTnI0beDVxsDln2kH0uJYqsQOWa6LNWdilz5UUugVVCnEX7Om9EKwq+ebaQbbqCr3ztEq++EOMaIVuXLfRRSJw2UEEV309w2inGSJPEAZaasRorkoMA0SmTzhRL3pCSMjmN+pTdMhUliZXHUPZB1tCWpmQtEUceTeXQEC0m0QmxI5gYY8ytGrNwhJNIgomB2TQgciibVVA24VIVqzRi0NuhXG5iqZjQ8xEyJkgtyh2LjZ+/RfVIUL9S5oXlgJeGFf7yu4r4zW8j+xFv/PJVVpOQ4w8qvP3tY9ZqG4SjNpumw/70I+6+eUKnI1nfcHn+Fzc4ECYPj08YH41Iwi4rbRMpoF6BrasrGMOE4JLJo2iL+sNbOOYP2XztClvrTU5/nJAmFda+/gqNqsvk6EMG9x4T1WyWrm3R299HuHUePN2jNW2yvlShZlZIEATeNKMDF+pO2febrSG3UqG1ukV8kDIouXQ/mRANV/lJfMRkf481o8ra+uscT+9QJuX21Y8ZJQ7/9k/vYpU6xJMx93/wl9y+ukmzZeDsfT6ufiHAXYuYxNT0/Qke91mqNHAMiyMx4asvLnO895SH6TEHsxGnEx8hBY4l2aiv8ENvn31vwlq9ATLF1kY+qkow0BOkTHlte5MTf8goBD+MaVQFZbmMP9TUSi0u2yu0jZgDraiiUFaA3azzV+8eEySCuuNwfDTEqHWJZUxaPuKRl5K6ipWVElXp8fxXIizl8Oge+KcJt7VNaKf0mcFUkUYp1aaDWzWwqgbJZESsNOMZJL5iMJAcHYY0mw7lSkoQKLa2qvS6CclU0C7V6N71oZTgxyNu325x9Dim1xujUJTLdRpNxcadNWanAYPj8Zz+yLxjkiyaTs/kg6Jo9cnBtNDLK5W5URaSR8ii98KCQObRqlYZr4zMuWPknAcv6BeVT4uCDAgXu0nPImPOInxymkaDaRqkiUYrAUJlOvEiGr5Y9C2KnyprHjpjTTK4VUWWoHQeQGtSRdZohMqpqLOoPFPY6KwQTebvnagUQ2Z2x3L+ec7oJ6WyjCjvJMveY+4/DlnTWDHNvtDkF59hXtAW2QSss0KcBq2wbJMkSs9qF0C1Ilm5KgmlQd0q0U+GmNpCWJIRMZ1GnYn2qZoeht3CjELqoY/vhdizfabRhKEx5cRIcawZMSYrokRvGvEgekrL3cYNbNpuh4GYYQrFsqxwbDo0bIeT6RH+gx6i7eLaDqK+RM2qYosVktmEuJQS2l2aRoSrR4SjAKPsItIRZkXgasXtVo3lKzXu9k6pPw6pGxaptvjWpS0OH8Gf+yfEpxs4U8GP/6zL//DtIzY6M25fD3Ecgyv1Jm7V5NTvsXG7jNkwebDt8sm9Hapt0EPBzFOUXUGzEzHrPeTaxpd4+vRl4pUD4muKw9kI9lOOSLFti/Vby9jjEdW6w53/+jfZ/+6PiYTB+OAkW6MuWO0K40Ef0oS2E9KyWrjCZnwm1p1/v6nWmFqwvLpJtW0jTzuk/ToTvYQVJ+yNf8RYTfmj7z/k5s0R/7Czxp2pgxne5n88eouvvfFNhk+esn/6Pjrx+aXXvoHRt3k/+uBzcfULAe6GIbCdmCBNmMQpMgUTRX0pRTojXv+KywdP+iQjiZAGhhNj1gLWNiIGD2NWrQqD4ATL0rTsMok7IK1G2IaPtlwedU+JAk0sBBh1kqlLbMRMVYQbGXS9Eju7Qx5MuwyCCS9cXyIcByzJJrVqlWqzzOm0B36Z6+sm/jBgIHapthJ20USeYO+HGqck0KFgHAnWOzWmesbBeERt1eBSo0SpYTKJIfAnKM8g8EAYBp12jb2dGdKR1LVD6FtMgxHH3ZjhMCCNJGjB7bXLfDw4gVJI4HlICSUSZpFiHKYMphGUTdZeXqbZb/Lk7Z2M884BLqMeznjkjJzPWqILINc5cghBFvEvUAuZq2KKUmm+IWRAaAiZ2a+qrHEnVZo01RiWPEcnGCL7HMWE+kz1I/JMonhXC+ZbOR1SGDSlKpMfXlS7zAuw5HWCNJN6SiRCQpKmmWoF5p20KJkVQvMNrdh4ZF4k1uRWsaLo2F0wh8r19EVkjyrkmFkbvFY6M6bSuS3sAs0yzyKynS+jstIFX3wNphCksMDEF26eUIxNRIMfKLBdTqIBt2ohp2OTFSNlFI0o1SVpGiGVIKn0mJZ7WNrFmvVoxSFmJyGdBMhxmW44Ipl5uLqDlhOqLihtsmxUsWmCb1FNJbExY71aI5htMKFOV08J/QCjsUHU3WU0OcZTI9pWm3qlyY65jxz3EcLC0g5KpjRFzNiwcYFvvX6NF2orjKdd3OUOf/z7v4NVusm1y3dYvnyJwdGA9uwJk/ce8mYwxik3wDLoRwF7pwfUaiUSrRiOIlprBuOhx/6Hh5hKERwfsnW5RbetGEx6NMua51+WOA0f0/o+/WufcLMOB5eaLAWKk7t9jt46pbw6ZLnj8N5fv0/vaIkofYdL167wdGeGZUgCbVAqSZzntuh9us9s5BMFHl4TYlG4Uy5keIBQGee+slHn0uUQO5oRzS7TujnEv1HlueObfPcvPqLerOKfnvLOv3uH1tVf48/Lf8rHn37Kb77xCi//g21++8/u80HPYOm1DhuXBU8+qn8urn4hwB1DERpDassllEwQsktNuqw2Wnywc8I7Owrf02DVsSSkqSSOTB4cjmna0Kg61IbLRNLDlxNatTJDqZh5Y5rtEOlILAXL5TrjsQWpyyDxCBAcxD0OBpmGOdI2tqzQGyREJyFbzQ6JioiTIRYpaipx7JSN8gYlMeHSrVNKVQN/YBMmEeMwZDbUNG3YD45x6nDnpoXWMAtCXDem3ixz/5EiCC1KDYvJUYwXQ8VpoqOImqqiaykq9jjuJnRaLqaAjZqN4UQYloMKFaZlMYsiqjWLrY0Sj08USZzglGzC2ZjychWrZpKMc+MvMktfoQvjMJFHtXm7lACkQUoeVecUBSJzfjQKQMuBf+5oqYE0BylVZALZ44oJRcUkeVVM0C4Kuwve7xkFnUfB80hXI2XmS2/kQ8BTrUGdzXItDMzO5CQ52OusC1ijwchcG0mzekDmZZ9PnzKyD5IVWc+i9rmKRWdZgZlfBxboEiUEUqnM88cApVIkWQZAkpuKGQueOLq47sVg7TylEWfXwxDyPPcDc9fK7LORz+AWaAWHOzFpoHmcZlLeIAqQVYWeJZT8OoPEw9dTZmpEo1SmXoMonNJnRGRp4vYYPQmpGSVS4aGSkIrvYqk1XJFixkMcNWXTqTOyhhgdn42SwcnAIx6dotOI0ccJ7ZUN0uEeds1C1RyOzCGBnrJKGTN1Sd0Rdhgymc2waoIvvfwCtza26e80SKZrdC61eOWXUz64+33WvnSDpfAh3f4QB8WHnwz5uV/723z0h2/x8uvP8cG9RwR2je7phHrFoKzAsjTtqk07TjGPupTqmsPDCePIpL3msr1eQqQRm1djqqUeTdGjv7SKMdpHHU6J7CV2nz5hWY3ZvH2Nzs/fJg1cBn/1HjYmUtSoP3cF1xD4oo9Zs6it1ZgkPomvCKJZlh1DngXn+36WLiK1QcsuQXUD/5pF6VGMK/q4xkM+eetdvvrcBvbSHe7NTO5FTxkk/4Zv/9G7jEce9t/5CiPd5/bmDR58fJfyqMrlWY+9tPa5sPqFAPdEpzhrAldGGCKhbTeZjaCnBxzpGUYiMUoWJcvk2nKbmRmz0x1gOIKxDNhorOEEHer1CXIVno5O6E98VEMzlR6xCKg1K8RqTHV9mf7JCSvNMvExCL9MHHoIJ2WczhDCwvPAsW36Y5+SA2MvITUVTjWBkma/f0SjYfCVrzg0lhM+fEtxOlWsNCw+/nAKwqTmSZ6cRCxdqbJyrczwSURSSQgmMb0TyWgcUq1ryrKG7ZtExAQ+VJYjrHWbltXEQDGNwWp5OB2b41MfpULCVJFoD1ExMIRicuDhSJeNjQpeoLBFjB+G2RBhoUmRmflXTldo5pVURM4NF3y3FAVwqLMEM+8wLSwIMq8bidRZEVEYcmHWaq6YkcxNyQpWGjiT9enPOiYuar/P5IjF88itEM7ATxRAXBDg5J+jiK7zJiIjL4aGgKFUvlEJdJLOFSxaQCryMqVWyLwDURjnpZt6fk0WulpFRj/JnNrSgpx/zwuk+fnnb7W4Rvm5is8q5dk0raI7VeTqHEGW3ucfHEmWKT16v4t722FckzRc6PsnLC0vE3pjTsIBx7MRm40Wy50mRjmkHw8ZGj1GU59IaKa+wDGr1Dsm476PJaukDYjSPsFUsmGtUatF+HpE2UpRlsfQPSVuuawRk6oZYdfniv0csyThyfF9VL2OfWkT83DCMDzGTQ3KoQBLIldqbL/wJSrXX2U3mTFajth58DbO8WWe31jlYe0yDx7scGVsYgdl3n5/QGJPcV+4x9XrK7T8TWqX13j3nacMhh6zOMLxA6yKZNmVDI5CJp5LLzHxA8Fqx6LasUmxSOstzIpLu7pMJzEpT4b88I/v8/73j/m1/+V/SWlf8v4PPuC9cY+1158jcCy2Xr2GWy4R9DXVRsL7vSM2fvF19LRHctJndXWZ0f4pRpJiSuNMESbOfOaLWs84sAisVezqY5rtAE9E7J7EPBod8/y1X+X0uRcJHvyA44/v8e6Th5SadbaWLmFffR6j9wnf+/5P+MqrtxHPr/L2zTKT23X43/50XP1CgDsSBrGHVTK4ue3QcDy8XsLSskM41iQjQcVWXHIU/5NfF3zvkzF3/3LKZq1MYlR5tPcpy9V1HqW7rFQhMkJcobBMm/K6RloBRuhz9DikFho0yxblakqVMoGX0o+DLCr1NLZQRGmI6xiYMmWpUeZgZ4JPhOFpLLPC6orBtecjPr4bMHo/IfIMhjPN+JOIkuWS6Agv0MRJyocfTygfRRiWzfHTmLIluHXdYTzUGNpEeR7aKBP4M+rpKpGnkBMwozL9sE8CXL8kmPozrFKFq26ZR0dT5HLEwB9jSoM4VEgvodEpEw1jvImiOwkgkRgmJFG28HRe7zSEzEbw5WZkioVWd6WZu9sBmcNdBnqZfDBn1YVAqJxTN4x8g8g0NhnNwByEpcgnI+XFwXTBPGyxMFo0Mi1q3gsYTNN0Ptc1Z07mxSqt8/chsk5TKYzchjjn9PONycw3Ay10Rt0UPD3MO1xNkUX2WQE2U7MkOp1r3YEzW1hxpsYRnF0nMTeAy2minNbJiyA5mOs5ABRZQnGtITN6EwakQmOqoth7pqyx8td+8mDE9eoKl+8sEUxDlJ2wPx0SeoKm6OKIJrbXIHR7hASERsRo5uNpH+ouphsy9aak0uZApLStFSxhIpsTbi1fIu0nNCoGZRtkxeLDaJfmsibsT5FhQDkO6IQx3qO32Kg+T6X9Bt1IEIw9zHoVTlKUjhjbBonp8fqNq3z1ZRtz/DGlSZVOecrazZc4Gg8prfZZpoSOusxKDVob3+DqygF3Dx5zvPuY56//bf7DX/4Oo2TI17/1Gww3Drn39tuchjMqE0FrJunNUlxboG1BtW1jVkJUe43BbkLqKY7uvELovMxeco+bxgHLK2uc7B5x+Jff5x/86s9Rr0je/uAR+z94RJJOGfdS4kRRa1W47G5k1uMfPKKytUp1aRV/tp8FjtOMOstUsOKMitN5E6FpYrUi3PAIO6gRaIthYrP/cZ+kJ7CiGZcnj+mFd7nXO6XZcpmOIv7h/+pFXurc5bvvfUBSsbn9+mtUTk+48eAKz8WfD6tfCHA3TMGVOy1iM0WUUx4MI3zXZOmGw0urFb73x13sWo29QcD/4XcfYw8d6tUax8JjJx4QumOeX00ZHUzY33NQZY1ZX6YUBuz7I9Y2K1TxaGBiDBNmQcBodoIrK5hVCz+Iudxp0Jy6+EmKMDWxUHRHCUIFuI5DFCYokbKyAn/jF1xu3FH8+z81+KPvniKlTYpPtVRinKQM/ZSAALtqgSGZDjTNTsrWVoXekQ9pStW0WK4Z9HyTB7sTrFWob3pMRjaTXoS0LcTMptOe0R35PN2JkXhUhY1juIQDH6NsM0tgPAPXtZmMNMPjiMODkCjJ7X/z5pqimQbIIs1Mk4cWZIM8hDxjN3LuXRfctcy6XZUugFBC7o8yZxzQmHkEetZwdPZ6UmTOjMWknEUOe5E7T/PIes5BqzO3xlSdzcFEn20M5wZ0pKJgP7JNSuUOmQUQ5xx5kZUU3bMiLwVn3axnDpkZFZN9jKI5SVomcZIpW+QiwIvC4uCspwAKeirjUwrJo0ZjGCZCZQMjCnWSKJIQSUYrqXxWrcxM0op3l2iNxMB1BSsrktDXnHgaYUr8oYV/muBUJUJHPJ716aljLNUjcX0iM4BKgmUrwkGI04kJTIFME0piRj2pY2qT1ZpgyAzXqTCI+zhasVR3qFcSGh3BropJvBA9FvSm+wSThKXwElfjK5x4U/pLCplW8IOIpcYqsbPP2jgkOenzk+/tUq29wvLVq9TrBivulJ3jU77/nY/5pd+4RtS/Sm1lGdO2MYBI+9xd3+WFf/QaH731ETPR47kX24we1xj5I2ZxzCiRUAItE0o1h7XnGnS2m/THkv3HPYwo4P3f/SF3Lu+R3qkQVWt88viIy1/5Esd6SHkj4MYbgoO4yeXnX+HKxODf/fsfcDzu4Z0EfPzXj3CbNRxg9rhHU7qkYwd/MiOYjdEqH8FXZKQ5vplovvHVN1gvXeLepyds3t7GWUs4iLv0amO+9Y2/iVsWRHWD6C2fvcNj7KqDxMFwbzE9uMyjuw/RhiaOoLOfoHqXGG9OPhdXvxDgLoVGJTMM00VZBv3YZirKGH6LjlzlpNXkaXfC1nKdg6cJVSHAVhjSZjRJMFeXOaFHtN1GeCbmmmTfg4YoM/UEwVAxaxis3KkQD0fIYIKcJtiJQs8k5YrNsXfC2rpL6qcYhiSdKQxL46cJISGbmy6+9rBLmk/3A95/mHJwkCkuvDQCGZOiqDQNttddqksOO09DlG0xCxOuXK2TBgn9Qw9ZK3HSG6K2K0S2w9oNm9C02DscIrRDua4QU0Vq2qilMgcPQoaxjY5SfJHQaqUEjstSp0rqJeihz8lBQP90wniQQJoBNTrjZbMJ8dnIPdK8W9SQmR81eYFPZbF7mg2VzKGtAC59Jn9Un3U01Ephzu2Gz7j2JEnQMof4BWXIxc5UdLZhZMqa8zYABe9dRLwXrREWPbazGZWFpW/+3sTZJlJg/nxjyDedIhUwZWbDoEQuAMqplkSpOa2SPe2slpBtdGfdsYhs0xRCZrYOef2hMCybW5/lGxkLjS5FHwHkdsFa5n/L/XTyzWlO2aCJI82Tk5BAHPLRvQmWcjCVRymxaFRrxFYf066jnISj3pj6qiBUMUYlQaspsRvSKpcQpNSXytg9A1MbLJdrxHHIpfoKOrZZbdQ5MJ/iuIpOs8qJPuDmtSr9uyM8E9o1h+l4yMBX1DybpaiGR4CuuzRLGzD2uLKySn35OZydmC8PL7PrPWW3tskVJ0LaAX/6ez9Bbi1hdm5w/L0VpuY9eqMe1Y0G9c02kZqw3+2x+Te/hj0NSGaCq69f5dPeIcNpxPE0pNOq0blWIlEaKhVqToRq1lh9+Tp7bz3myV6P/niI2VvCXWrz+EFAGZ9oMOQvvncPVS9z84pm8Oh7+J3X+dbf+xrvv/Uunz7uItt1VKOF1k1sFRJ6NlG0S6nk4pAQJgrf89E6m9ZWKLikNBhOfG5pSS1OMPUO9uEm2+vX2HipQ+OTPv3xEK8U8Wi2y8aVNloJHKdDtKoYGRP61pDpcMZB/wjx9U2CkwPsKx99Lq5+McBdGyQzk8nUZzwpEZsO3WOPYWxR67v09gMQJU7MBtONCQNqqFqF+HRCNBnSqEiOrFskrovetKmEIacPDjklYqks6B5G9L0aT2sO0cmQilGlWQlphBMsAxotiQoFUzNglmgEKbFwsC2DoRdi2IKjwYzmUsreYMy7j1La9TLj0Ke9bOJ5CRsbNey6ZjiOGM9i4iGsXi0h7BITP2ISpLjEvPB6C88LqGzV6R2mlFzF8z9XZ+9Jj8aSoHekaLZtRocecRRzvGcjTJtUpSg0VhXCKGJ1VeANxgxGAmFpTg4CJtMAQ1ukqc4lc3LumYLOInJlZA1GUp+pUjKf+EwPr+YywyyWlSLjzwtJoSGY66x1IaMUiwxyXlBCY5rGfAzeogImY2zONyxlIC9z2uSM2z4TnJ9tDJ89xPzPbPydzqbV6PN+LjovxhZ8vyEzv5ucwUblA4yB3IItj+RlppxJVVbYLBwo58Mazl49p3Kya1F46WebhHHusxSZRKFGEvl7F4bMQF3L3CAtK9yKvPErUzCdFalDBd95p5e/skCLCTI9xRY2p+MR37hzk8vbiv7kGGM5oTuasrJax3BtlIqYzjRuJAlVgn8csVRx2Wo1sKIKOrFIIsnIn+KWEy5vmQzsKbOlLiXhUR/O+Gq5zbvv+zTsTbRd5cAbs2SmTKYT7MTHdxVhGrJSE1y6uU7l0hWsd09YfiEi+vI32TyNebrzFnuTe5ye+iy/vk2jVmXlV3r80e9/wsFxn5UXGthBn41xk9hMePLklIOBh1hr0rhRRf+JYuVGA7THzu4YY1Pw3KubbG62aJYqPHzkEJ54LDtrTLYsDj844JYboPwJwUmX1rLF2Iv40z/ep5T6XLleYW25xFP/AfHGl0hfvk6ZGkkCTnOdYOihxglVZTLwptgNm1C6lGsOs6lP6k3ntGFGZQISprunXGpdBh/G4lOqpRuY1S6HlX2O5YwXBzW+9toL/Mv//k+pLy/xX/3vvol13eLej36IPzNZbS/h1gShYdI+2mFgPuteODu+EOCeRqBPLeI4gMqY5VWBWdOU6imDvU+5ZJc4njiECSS2Q3XJRVVqzDCIPImnDXx7mcnBCZ2VFaazY0I0hgknbh3lW6y2l4grFaaqQeAPmaYxXf+QqhHgxxojSbFVShSmVEsGvvApNUs0XGg1TN57NKLSsvnFr1f47g/HmAiWWy7TQUqKYjiLMX0LPwK3Ck7ZZnwcExkx7Q2X1Q1JGkh0BHa7zOnUwvcSTnsJ4iji5utb+I+OefpghpVGNBuKlzZMfv9PBlQuVTGlwCibCEPjlCoMdyJsy2K8P2T7xQZ2aQrjbBKR1gZCmORrKqdSNAbZxCYpsi9eSUGSZr/HyMyuZKrRMpvdWuBoplrJI1yZwfq85V+pzLslD1qlFHP/GvKoX0Bmt6sU8YL177k2/+LnIsIuzs/ZlCfgHFCfsy0oVDbzCFvPJZSLj1/8Xfb7jP5Q6szzRUA21ceUJEkKhsgGNKS5f31e5FRKz+fOzrlWmPcM6Ny/R2gx3wR0oRAqePliKATZtVV5NqCLayHzCVoqpdDZCSmyjabICISRKX6KDEhoQhLuT09xuyWaL1zBN6bEhkG1bhDNIJ0IoiTGMARxHGGmBi9frlMxbGqhRSRjpIqxTQOhVDa6TikiM0JEHrZrYiQWrgnVOkyDIZeXa/gnJvv9PivmVa6U1ujWAkxmrFTAMg8hfoK7tcwn4Rbhxgm3zHt8Ogz4zh/voZ0WbrdD6ahB89Mez5sr/JkpGXc9xo8bHMxquJe/znp0RLmyh9874u6jMYmC5rVN+kdTxjtPOP5UEU8HdKybyOUqrXpEv1Ri2e0Rty2uXLmMjBLe3PMoKZteb8rqao0UgXeUcO+TmHsfzmheN1haPsRsdsCF0rRK96MnrL76EpNexOjoANu0mE5ClhorzIIJcZrMZbmZ3YVGp4qnT3d55eduUn7+Ej0jZPf9Lnc2Trhfb3F6FHKteovuaZ+3944p1eqkSUJwOmLvrYd88P4Qx2yy0azi9EPa73ZQUY3Wh+cz6IvHFwLcDW1hjev88htVrtxS/OTemFKcIMY9alpx85LJTprSq054cNCnOukjIoeKIZFrDkHlNqlZJT0+ZfTBMdqboLWFdBs0br3M+OkT+qqBk9YJ0pBweIjTMChvXKY32KcbTVk2hqhZgCMhNDTS1eg0YH3dwSDGdUwm45hm2eTrr1d598MA04RqS9BwShx0FacnIX4Y4foWDSHY2nY4GSpkqUSpJQh9wQdvThmHDkFkMh1JpiNBa7LNpB9TbzUJgwlbr1ZplDxabROj3WBKmWG/x8nTI7QWOCUDAxstNJYrsY8itDSyhpl8OHYxqCIvxaEztgAzm5RNKvScKy6kdqLYDUSOI0XfpjyLgrNIPPMtLyLxLEkQ+ZAQmVMaRQZwBrSa83RKAezGnHrJlTo5hZE9hnMcvSjOscDTZ8OQFqZBoecUx/x1FiL4OZUj5jtBpkiZbw5ZfSEphiQr5u6SGcWT5tnHgvdNnoWooklszgHlEb0+KxirXFHDwnVaNFRD63zmrcIQeXexyFwwdZpnP/PNs7huCtsuoVTWh6B0JiHtxzNODBvtVhiPQqRwkS1Nmo6pG4KSjrh+VSKnJbbCGlZcY9bXWKnCdlK80QRhZm6bp+OIPc+nXjVoVlz8qcdUKVKdIERIIiOmocYTCq8cYzU9tpwSxrrFcLTHSvs6MzYZbWkq4Yile3uoYR/7gUd6MsJPUspXDJ4qk2jbQdlNaj9octrtEyVDjtIpayXN9uZzxMTs7Wm6J1OcapWT05TOy69y/LTL8f6MeBpztP0BovUaw9kSg6dvcufWGuuqRLgc8t5HI4Ynd6m2DK5uNZkedXn1+SXKz6/w3scjHt0PGZ/4lD7eoXJb0FmrY03bWG6HilXCalXoP4FKqcrIHxJGYwgi4iTO5h7r80FFf9jj9/78DzDsmJ/7lV/lqD9j+oFmbd9gu9XEaNbQwYzt9QrGc88x6u3S//iIcbhByUwQ7gSznRIGTY5KBs6tDzDkxufi6hcC3JVSJKHmwYOYdz4d02hKLAFX1it8+tDj9pfKbFkB7z7exxsOqaWC1Zs1+mOJFDX0SsLuw0+or7gEk5B6u4IRGowHAaM33yQWAoMWZb+O3HmAkxiE0xTdqBCpTTw3JCpPaVmnOHJKtaXZ2LJ5+m6fYeJhKIPaisnycg0vjrl902V3RzPzErojnyAUiJKJWbcxPMGpD46w8fyUsm3w+GHA6q0N5Gad+H6Xd/7NY4a7e6RpFgjvfXTE6L+4w9UXGqy+IugqSWqtcndf4Ych3jTBj61sql4KfpxiGTEKTTjTfPwDj0IOaOQRthL6zDsmk3pkETgZgKWLUTi5sRh5cA6YhklUTC5SOpdM5r4wSNKC5sl1lFoD0pjTOrqwss1BNi0afUQx0Pps8Z8NN+Cs0FmA/QLgzaWIC+B+Bq6ZJLEYUDyvCxTPOedWmb1K4fBYHNlnL8zOMpIls0AQmDovQhcbyELtoSCxtBK5bDSr2yxaE2iKBq/FLtz8M81pp5xKyzOe3BwelSuQtMw2WIlg0eAsO58kSaP5ZxE5N797eMpf/NWbLDUa9LojVstlXv2VVarlHhsdC8swqdcT7HhCRZv0Pw2RpQ4yqqFSm4iQiTHEY4hiTJAovL4itmdY9RTDh5CU2IgZRR4r7hqOrahcqWFcLoN/TNKLWN24Tup6xIefMgtdrjUNSqlk0HqRlCekKkJqF/oDGk4F22hy+6rJq6/d4c/+/EekYwMntWm+uAkdePMPT4jCMa9883mM8gtI3cOZxBzbZbrDCZ1ll/fuBcgrJh9++gm1vUNm6zWsUsLUdHn5lRafHlqE44jxTkjJNDl+MuDFF5o0dcrLL7W5+yTk8Migbsfoocfk+AS3ehkx3KU0PqVsRKSmpqQtVGrguuUsm0p1nuQW6qyshuOFMd/58F2WvvUcwg2QQYX9+w/Z3X+HqluDKEYZI0JZwqiv0pM2ux/9CDPSOGKJ01OPcHOXf2u5vPpkjeUb1c/F1S8EuGupSFVKODMQdRNtKDotiy+9WubB8YQ/eatHSiZT+/LNOhMvQnkpiR+xhOLw3ndYs11ibHpaEQ4UjZLJ2vYS/aenlOp1/HgM0RJGIlFBSmV5GVM4GFaD1IahmuCdjhmVDPxkxvJ2iSkGtZZD79Bj6bLNw50hsx8brK0kHHZDXNfCsh1ERVJdtehOBaMnJivbTSbelI8eTimVJQdHgn/73++gKiVm/RBnvU3FcPEPpqjAJ5rGfO/3P+JHfyiptlw0BmbJxCg5JKMIwzKYnk5IhQESDJ1drwy4FDrJ5Y2iANzCM6WIEFVm2qUzyoUcqAwyHlfoswlHBTWQDf+g4C2Y67nJGpaymZJn4CIXKI+LdAgLj1H6HJ5mhzhT8uh5AVd/5jEFV59y8fkLmwDns4L5GtOZBl/mowwRnCvGFtE9+fsvumbnI9SK65Pj7mKRV5LXJPJKrGkIdK7sYQG8i9dRSmXDTfL3qrJKdXaZcxuCYmNQIhvpl2UtZ30AukgN5nWMMx+TvPydbchKc/BwwJEco0UKSz6tep16pYJiRpoaHO0qVms2XRJ6wQQ3Mlgy23wyuMcoDaGUUGskNFc0tTQgTDWeTFi7qhk+iBGpRRoKwlRTawnKkSASXVZWtnj0JCWyHZZaN7DXargHCfcHB/S+uspSmKDiGW8fvo9WAWmU4ixJmFYw4pvsTnb49O4RjtugETf41a8+h9uSXOmHbMsr/OuP/wc+SRSrN9fZwAHbhZKL7Vb4ys9d5fH9E9774VtIu8LufoDiMbd+7Q7xXsC2scW6XeZkOmL1SosHnx5yKlL2jlKCWUx1WWJVHbzhlFEisZXJ1E8hPQJLMun1EbMZhm1Qdhsk/pSpPzvb9BfUMiJblKAh9EOS3pTNy3Vm6wPsyTaV0yeUlzuEo4CdqYcIejQ3blKV1zneexMdKK7cWGb5S1vcu7tH8PZfkty6wjdvfPkzWLp4fCHA3TUstlZLGK7BqKqYpUMGpzGP/nAXDwmRIIhj6hVJNVUEJkRDjRlJrl6W9D7sk5xKtGNxaa2DN01pd0x2nj7ELpcxKwEOR4TSIlkrEfWzTjwtyxhuCZFOEIYgqXbQ7RhVMjjwbOJSib1pgmi3GbomcSVhFCdM9kK276xw9+MevX5Ka9kmDC0i2yEqBzRbNUKVEqUOa1dbxM4QYUIQu8TKZuXVOwz2+gRPJvQfH+Htd9GpIg4Uw4NpBp5GNuFU6QTbylv0tcgGXYtcOZFH3JkzIfPUP9Nl6zNQ0tlw3lRkOnDTMHLVDBgZomT8cNFMY0iSNJ17naCziFjm/HBh6CXzwiQwpzjmfPI8cM4XeXHurCqYvSZ8RhbJwu/ONTfBZ8B6vrHkj1cXNpWLqp4CY1UOoIuH1no++k8WxD1nmYScF405977OagDFaxTIr0HI3AL2vO1xMZSEHIBZqEGcA4V8ozm7jtnQDiCbb6s1ioXPoc9sCpifPYv8M+MxODoJ+Pj9Ed94XRNOFI5jcilaI7pXI5EmdQHKsrg/fsLdpIubGGy7dZQzoceY9eciTvsKFZjEMxMVWGjPZFltUFIrpJQor2kSZ8bBkycEcZ+Xf+NXmThTpsN9Nl7c4CvJjL3aY04aNQ7f2eHuex8gUAgRUnYU7uRdlpx13nzwmKCziRVZuEHM1lqJo0d/zJWNO7S3rvFHbwrUyafMKgPu2g3M5Zv0hMHmC8/j21/G2drj2o0K48Mx93s7jAZHsOzSKV/mJ+N9ltYqfOPq3yJei9le+5i/ePOAw2mESlwGpxaNrVWCSR9bGlCtYjUUsVDET08RQUB/csrG0gaJAmFIBpMhIu98nq/XLNmbd3PvHxzx3rtP+Fu/+nfZu/uEQTrkq196mT0mPI5Cbqzdot//lJee22QSBDS3lth7eAwvlOm8UuP4jx7w3Ksvsv5KhdFL/5lSSCHEFvDbwGq+zv+l1vqfCSHawO8AV4AnwN/XWg9Ednf9M+DXAQ/4x1rrtz/vNbShOJ4EyGmdwzBBOClRmLC2VcWRCclE0tkos78zQ/oGJenhNCxUP6Q/kDjVCgkZP6mDgHbbxm5Krle3OTrsoWQKakJ5ZcR4PKH8ym10aZ3hvR3Kto1xfMKyOsa57dLZdKnGM9RkTH21ztLlNR5+cMBgFlOuWDiuIopshr6iud4kZEq15fL00QRpxZTrVaIoQjoO/umMw+OQ00HK8nMrDPdnaNdl2hthNmuIdUmrVsJtVbAjh7A7o3d6iFZpdkvKjChII5C5Va4Sub7DMEClWBgoVWi4AZVRL0Lmw6+lJE3SHBSyommik7yKL+bgI2RWjC1UG1JmOvc5IMnMYCuz+z1TxxTTm4TOvctz7rnglKWU6DTNtCc5pZDtRIVR11mUXQBzujD+bpH6yGSAOSgugHOac+MXo/XPKGvOGBmUOtsM5q8P55qShM7rDRQbAvl8VOZ8vsz/XRqZRwwFjaXFWbMXZ0qceSPSgvXC4tvLiqjFZ8910/m1Ld7rvB/AMDJLBXGmtS8yisXeAa1zV0uRvUqS2Kgood42iI/L9E9L1GdNQp3itwYcTfqEHR/MkIbZxKj3CasTDFeTJJIoFrhpCeXb6L7Jut2h7rQZuzDjmBND0TYqKLtMMvBR74x46cbPUal7eH6MlAr9zo9w3Aa7339EtWwzDgIMQ2Iw5uMPn9B9weA7n3xIYpXpbG3y0kaT0uaA5VWTuxWLmZAEVkBtc5U3Xv8SDz76hPf+3R9gEzOqlPh4HPA3//YbvDge4gc13jTepT+TLMXbPLz3lMePDrh8fQvx8xayY5HsN3nuWx3aaxt85//7LtPDKd6jIXEQQMPBEE2aKzbDaciELtGwh2VIetMhtmMR6Rhk5quUfQ9nls86z3qLIrtxlOB0PZ5ruOxuXKIpj2mHhwhhUo5LTPcU1Y0uMyImfzmlum4hVpbZH4PZ6CDsJp3Xf4lh2f88WP2PitwT4L/VWr8thKgBbwkh/gz4x8Cfa63/qRDinwD/BPjvgF8Dbub/fRX4F/mfn/MCKX5jhGnPSMIps0mCtEyGoYnoVND1GoPRlIEo449SNpZsKobAt0M8u4FYrmJfklhK0d6oc7QzYNaLkAyodmr43RTtj3D7j6g4gnKs6PuPkU4EicLiAMuZcuf5LdY3DMyxSXCQ4o0CRvtPaRiKa7ckf+MXKszGmrfeignjGaUbHbAUBoqvfGuZqa/45P0YXym2X9siqAT0j4bY25fRrSaulXD440+xPRNtpZSaFmm1hrumcAaaulHGrLkcP3qYgUiO17HIuGAzzblWCiWGyLsf86G8UiK1ng/IVrlBVwEy5EVTkUf+WqfEaGyZK2UwULk6ReXFP3TR+p5pvs2Mm2FuW0DGr6v89bUQ6LSgY/ScSplH52iKIUbZXXBmN7B4U1xUw0DBU5//HRfO/5nHn/s7uXsjz9wMiscqrTLr1uJ/oiiQnlFDc0uFnH/PNqT89YpMQ6Vnm+fCe3xWBnI+C1jIiAof+QWwLjalItOAnBabd0CJ8+fXZ26VCYq33zlkc3OVkQhYdW0mRo+TNGbEDKkiptWQiY5wtl0GUZeoGlPpZBv4/kzjTQy8nmCUTCibdYThIzc1wcyh1CzjnZyiPZslV2KsXuf+cIpFSmnVxhqfUq+GPH7qs1GXXL65xs7TezSXXMY9n1CbWMk2b/1kH386xjA9ZALXfvNX+PBgxvLyFZYGHvHgEN9TuELjX69QL63ReHxAeNQlPd2jJyvUPqqxc7yPXG8Ri5hEpfz1x0+49vp1rtz5Eu5lkwe7PpunIyZRwpNdzXWzwzdffI33xAOOTvpI38ehhqlr9E+PSQKfKJqRao0tTNI4QTsw8afMZrOFmtGF7E5rTFPSKLv8vV+6RTuM+MDeYBIP6I8ekvRN2rYFLzT4xrVv0BhM+e6fvEs6UXSeW6L5+hUe/dmPWFqHr/xqjd76lPInaz8FUbPjZ4K71voQOMx/ngghPgE2gd8CvpU/7F8B3yYD998Cfltnn+6HQoimEGI9P8+z34StWboJ+0cTVjoWs1AynUp6XZ/xwERZPrVaCeo2x4czhAWVJKJUrhE0l4iGKVpXmPz/qPuPJ8u2NLsT++199DlXC9ce4SFexJP53svMqkpRolGFAlAoECCItiYNZmAbhfWkOeCY/Ac44owcNK3NyDajNUHrBhrVEARYRZRO+fLpeKEjXLtfLY4We3Nwr3tEJgoJ0AC2Jc7APeLqe/3ctb+9vvWtJXLSswjlNTDKkCItyUNIixTHc8gXGYbOKCcP8JWkUQ8oTUWplmwFJvbJCecPlnQ8iRnm9LRJNs0xAC+UvPhJSlEqqhhMoTl7ssDQAsNeNQwtA2zfRDXaPHqSgBPgv7FDXNa4fHmJ1+uz9+028wfPCZcGhfBI0hRCwXJwDmFGtFyuQGIN7ELoa430lWPj6m9RrbhVw0AaNrIokEqtZmiuWFdDruVx4lqZIYwrmcaqMrVYLRyrcfuKVUbT6smrqloP9qyNstS65ajWgHflh/4a6Kx6tFdAu9bba34qm/U60PQ13vpV9fxKRnb15QD+lSr79eteO1ev//06mL56jLXx2Xr3oNYRVisI52ovfd3QXQGowpTrxW2lKbq2DFg1cBXoVSJUVb6KElT6lULo6rX9bCj4T0syf6aKv3rNP3P51S7ldTnp1e1f/8yu76NXi4wQK3krAoqwIs0sPjmsuNkvEEVGZCRES4s4jlAyYfNmi1lYQR2OFoKa6aOMDL9QNFRFVC0pSwHNBbqpeJ6WPBkonKFFo6P55b98C1cfMEouiFoWL+M/4d7lAcJ+xsefLejEJoOfPKD/RhdVzbm5UefL8wVxPiXdGxDEI4xsQI0Wdzb63I8VI5q4w4ponDO4nJIuYvJS0bjVxxGK+98t+Py//pekyyVmt2RwWmdcmPxOw+A/+vW3+If/8MfMj8/547MZ3/27/zGOjpgmEu3cY+e2xjo94uT3X/DBb/0qb/3GFsWnHyPOJZZTkSweg1miZjlmVWG5BrIoMUyLrCzWu9yrXeW/eg6CwHZ9vvXbv8zSC/FaC4zzl/TlPU7mFqehwcadPrXziqfDjK837/Hue6c8Gx5hjG2yf/r7VFNNV3qcfPQV/cEWlrH3F8Hp9fH/E+cuhDgAPgR+AGy+BtgXrGgbWAH/8Wt3O1lf9lPgLoT4z4D/DKDVMrn5tQ7jbEyC5Du/1uD3/ptLjGaAVXnEc8G0LKnvNjj4Kwf4liJ6cky+SAg9uPe73+Hhjw5Jz2ZcHl6y/50PKYwJVZSRZxLtmIxnMXXHJjxPsbyS+/u7uBdjhDkBW5I/LxmOwKwK2nUXHdnkSZMqn2HaMFmWzE9NDucJu7cdpDIZD3Psho+gIJxp0tJlMM0Yn83wN7fRhkI9OqI8HVMkCebNbdKypNAF5cIiUwb56RGLlyfoorz2oResAFmrVSWmq5WKomLlkSLlVQMNhJZUecEqZGIF6LDe3mtxDbJUqylLxavADNaj+VdNPXEFTKpaV+yvhU/olSJDCgO1llFece96TV9csdRaqLXlrQRVroZurir2qwcUgARRyesGpdZrpc5r2ZNXapufV/le/f7ZCv4vvp7rSlho+VoWrERqSSk0Biv/92sDtCtZqVr1QFYeMGpdoa+17+vdwBV9slo8fnr3UFXVTwHw66/t9d9X1/1sKMl1lb7uX7x+/OztjHWurLHOddVaYAmJG1jcu9OlUAamscNwqcniOc8fTYmzlCCQmL6mJQ2mMSQOOM06Q6uJRDEanbM8WunCtzdqJKZm39vk+Iscvx4jWjNs2SarLvAOblIL+9QfVCg/5oeDP8HvN2n2v8677V2MzoQfF7+HUSq+/OgcYdmcffGM/cDh9OVDdrc3cQOH7RsBohUR1BPOs5TjasDwk49R0YzoaMDy8wmp2GDrrYjBlsfFUYYOJzyLp9z0LJajDFQDv92kvrlNfnHCwx89ofGtr2MIiypqcHw+B1/QaCR8MjtBHAhkJ2Aja1Plc6SKqVUa2xMMJyZYTTI9RjsWaVqgK4Vc99R/9py7KoDe/sY3+WsHf5VBZuI4bewK5o/miOYm7XzB5PSScukh32zwWfQTzOaUt9/e5vLlCNO9xZ2NLZYvzvjqjwaoe2PeeJOfe/xbg7sQogb8t8D/Vmu9+JkvkBZC6H/tnf+CQ2v9XwD/BcDmtqtPBylL7SJdSebV6G3EVPtdqrmJ1dmgfjeg9dYOSagIH58wGVR0bnSpsorjk5DSaFGNjklGOcnxJdIQmJWJUWTIXh/HbjI/H+PUNoiqnAeXc5qGza7RJ/DGtPZaVFlIy21iqpTTecy972xQXzqIrOT0WJPNFJVfh07A7EIxLzNEbtLZ3EBYNk9/fE4h69SaPtE8o35wh/T0kMEnj5GANV4gDYPhaLay11WAKlYUyepDXlV8q+kUTLFSYigBxuvqEa2RSKRpXrsRolZ/j0JVKwqHnwYQJSUGa731Wm6nxDXGrqt1uU5dWkn6gJ9qUqpKo0W51nSvplyvBm5+ikteNwINVgvCFQ+t1+XxFWt9feILsQb+tXnZ1edx9R642sX8dDX/M+fnX3ie/SvUi16/VwQIiSElpl+nsX+LWm+LaDIhm4wpFjMMw8bQGlUqmqqOYzsMkhNitbyOJLn2u79631eqn9cbzT993l8vXH/x8a8uYj9bof9F/786rv5eZbmyn1VSIzBxfJuNXpvbuz3MpksYeFw8PSdZKAJHsrl1C90sqFURKl9weZSh/TY1YTEMTZYXMfNFRkNVBHWfsXTIRI1+UPBwKYiTnBubHRbLEfVWj+S4osmUZNhmsJvzIh8weTDm/a9/gI7qXIwWiFGBmW+yc9BBOC2efjlhHE754cOnmGaNGjV23zqg826NH5x8irPRYjbO2Nk7oHxng9qPLIqLEU/+31/yN373L2GbB/C73+Xw//IHqDxjMD3jV9qbRGrAk5NHKKckDjS3futbvPzxiNZZSt1uc/HZJ1hFgUFBLuD06ZKNxk0WU41cKmzLwLYdJkcXBLagv73NYhpjqIIizjHRFGuBwDUzxqvfV/0mR/q0b3SYxOcszyLa3k3ETszLR5+zces9Lo6+oDIXHAQ5Y0vy4HGH48+/z71bdxDONtlThe/fpGx5nJ99hXe7+685h1bHvxW4CyEsVsD+f9da/4P1xZdXdIsQYhsYrC8/BfZfu/ve+rJ/7aGVIs0UTsdngc+fn3cwb5Tkrg+1PtFFyeCzKemPxni1AGt5SW75aFmnv9vh8otDyghiJyB44x7z3MBdDskyRWJIHHJ0VZHHOWGhsXt9cpEztQRFMeVgYxtjb5P52ZDzsxE7XZPTTJANYkRhY/ke46DEMiyOL5eMn1ok45zCrbPT3WGeZJSZorXRJYkF88LDbO4QZg5GfQOr0SBfThmMF2gpkKVCUa41y1yDrGLFl19ZAfyUjHBt37hSnK9OHaVXkQ6GYawsfSUreeOqg3ZNr8g11w3ium2vxCvDLSVYhTarV97vV4qWFRDp9dDMmuJZS+2uXpv+C8FYgF7tHvSal78K3r72e1nL/X5qGAiBfi1GVYi1dwv/ej7+39RIvW6BrkZ1V8uLAY7fpXXnHdwPPsQsBfFkgVvVsaw2KkjZ7txCThJKUXC//SHz8Tn28M9xvIy4jFkkYzzHpKrgbDFD69UUqbrqNVxNvK7/duo1sBbi1StT+hUMXPUyrqwf9Joj0tdsLlTVWu2z2u1zHbgiwbJXw2y+Y2KZFnff2qSyMprdNpPzGc0dC+wApQ0293cgbbOcLCiqmOVgyTJeUHcF9Z0K1YQ8q4gv5ohK0m6ZlLqJ7SQsQo2tYrJMYHHB7mbFMMrxhEl6NuCJUAyLhM3vfJ3G+wd0vzfGO+jypr2JOdzDzHK4CccPTzl5Mqd+ENDZbhHNNOkso9Npsv3OPeSHt6i552z6I55cnhKMTW4w5w/+yUfULIe8ytEnh3jpEc4th+iTc4KdDl7jBp//2Q/Y6f82za1Nps0jAgRGz2R2FvLum98gqPZJZZN6w6QsDVqNOocPP0KEczA0tdLGaDQJhxcsxwMcs44OaoSyJCrHOKWmKjNs38ZrBuhKUOQ5UkiSNOGVPHVVTJ08fszJPKS60cesN3j64xdsDATf3u7x2eAIScDx4Cn6swH9jS3kZImX+qRZiRNFtO7dZTCPMKXL8CSkbzk/D1b/rdQyAvgvga+01v/H1676PeA/Bf4P69//6LXL/zdCiP8Hq0bq/Ofx7QCqVKSFoH7QZXEJfut99O6Eycsh0xH4vQ6TsxnpaEGw+w6TvEOjmTG/HLI4f4FnKbTjEvRaeNJmfnKBvdXHcx2MyxB7o810PEGjcbb2sW/uY1uK+KsnzFSHRwsX+1FFnTqp4TJ6OaDC4OyJQIU5WZIjWwHNpk1uOoRGg8qLwZU8fzCg1nSwbEkSC5ISrJpHlGcU4wUah85v/ibh51+Sj0cU8wXCEIhq9eVWaMS6qn2lzGDtXb4CVmNtqXsV66b0CgBNIUAbFGvDrBXortKqNOv0ISlW4RRKo42riLc1TFx5uq/5eLmmItTaROy1vRnrIXh0tQqnQIprxQjwakJz3exdySjX5gdidXvEWv3xqhbHMK5Ael39C4GmWr8OvV4gfhrMX6crXm/Ers/X18/dlYqHdZNTaEwMtt0dvNoOnbsfMLlhklcaGw9RM8jPpxiVRvRa2O98gL2Q0HOZzBXtvVt8cH6T8+d/jilPqDsNMGM6QYummHEWj8iqmEJpSl2uPjWlqPR6t/Lqba9+aFCGAiXXYRxXzdHV53GF+VoIUCa2pxHapCiylULHNHFsn2bbxAssttq7VE5EsdBsbPR59uglnVabrOZiFBKhQnKtcKsJ+VCyuCioB1OKScX+/S4ncZ3xLEWoHHdmst23Gc4Teo4gKxKq0iCuBIukxM4DclWQhJKa0+Xy9BSVLymaJotLieU2iMWS0y8f0IqbbIzewujD0aWB/fRLzDLk+NNn/OTLP0MFPmHWJplF1OpbGHlB78Zdtr7zV4imMYY/48Zuk2G5y+X0mE+/OOfm/Xuc/+QLxoOI4ukFnwxsjPmIx18URImkdmuXxj2DWaPPYjlhPkho7t1A+y6ubOFsNLF0xNHpA7buNZA7Ppeff0K9rZhUgun0BMtUxKcLfOlDJYjzBS3TIo/AERa21CRKYZkGBzdvcmNzh2kekU2WTBZLpuPZalp4Xc6HyZhFlNKstogfX7KjWuTzipnRJtFPEdE5NWXx5KPnXByU7G71CTsLUiXxlzOs/ojFFxOqImXzm7fYjPyfB6v/VpX7d4G/B3wuhPhkfdn/jhWo/z+FEP8r4BD4T9bX/VNWMsinrKSQ/4t/0xOYhsC2DJZxQqfepdVVnFAjLGPslsfZ4QIpmxiGQXE4xGn6hJMljTt3qEYnlFlI0KiTxQlRuSTPCspMcjmY0rA61O6+idqZYZQ24digGiVk+ZRyssRsNFgOLAxZkjkWpulQ2wrIhEeYFZh2SXQ0wKqaxOMCDIOgSgmfn2HW69gNj+gixQtc/GabMopJnQKvbmA6HWyvRTgd4777Dk3LJh8OSU9PqPII0xKk8wXlZImsVt/8q0aeWFMz15Xymt64lujplWJFXC0Qq0IZbahVZqrWqynStaxDrm/wuhWtRq+j4FacuF77uF87NmIAK36+EmuvmWrlUahZSSAlrF7na43IleJk9X5eb7CKa9riqtn3aqhK6FVq0usV6lXgxutNSeAvrNqFeLUYiddurxE4OFjCpme26DgdDrwDwkyRnS7oJR7Bzi5nsyPMVo1El2TTGUZRkfUkZd8gPx7QMFrkewat/j26vs3w039M5WYUOJRFwfZun42whZcH5HnOtJwgbIOLaEBSxcRVQa5LqusKXiMwkJiYjk2v08U1PcKiJFkskZZBaZRQVkgLus0e3ZqLrjxG2QgtSzqdbVzXZrEYUXdMGl0D6TWJjTnj4YCcigdPBnT3dnHLGNdwUcOIZWVwOa+QpcaSmlotQGUCF5fNehMlJbNFSGtoYFoOpm1RziOkVWGJgDJX6DyhLDWLQuI1c+rWLnXDQKkRtgsZKcUopQw1zfEj0kBx8+2/hq5M7PcMqv4tguNNRgclL8+eMx/kWE4NWd/AyCJ6d/fwmxr5ky9R5YDjSZ3B6QWRGHP2ZMrvvvsr3PpbDv/wv/8zlnHJ8afP2bp/n7f/6j309z/F330Xu/EW46MQ7cTEZ4qNZkXVtGm9ecDBhsY0NF8+e0jr/oc8+8PfJ/z0KX/3r/8lxuGSIxdqvQYPPzolCBqcfv4MWxkUucasNEZpkpop0nCJQ4hKk2agaFsmSRmQ5hlFwyOchetiStDw2kjLxZ16GH6TsS5ptwRPZg/JZMr4ZUS4nNHw63hiBn6Pxn4DW1dYps308SnkBaVhsnMjpdfzfj6u/puAV2v9p699X372+K2/4PYa+M//TY/7U4eEMleERwtmRcbJqOByoqmEw81f32My0ijLxygdFIoiTinxmZ5nWM0NgqJg8tUh/k57ZXFbCwizGFWULIoxxqefIN77ALfdZjmdYQmJURpUtSaiXscoVhrysr7B9MFXzJ0Sd8dFtG6QzC5QsgHCpUpLvI1tlFLk8YjKlIhuDaezhWNUzKYh0m2SjKaIZYG3c4MsnuJYDpGrkP0eOAHbv/xd8vkQYRQYjoF+dszoez8gHs8RxlVjcUV7KNYIvZYfGgjUVfNSrQDRlRaZKleyOb0eZFHiOgj6ahjpOupUrUZbVivCFe/NtZXAFS99Nem4Au3XuqBXlbOqVhW3Xk1hrtQua1JGrKp4pV81ias1zXS1AKyK7jXcXy1m6xNCrwHwSjkjfqZR9TrvrOHar36l/FkvLAgc4fF+/evUjYCuV+dyOiRMhliGhbWI2Ig2kKeXZISUWwZKSfreHoVpYIY5w+QEK3DI1RJFSrp1h/vLN/iVO3+LP7/452RlguN1iRJNlM/wjZS23WLL3cC0Nb4FsZohXEmuKwqluZynuNJAmTYbTp1WawOjIWmaTUYxTGszZKeOrPss4nNqrqCcjrECA6vMcYMOlW3TcBs0AoNLS1JlCSKrSEtQ0mARLbBLiSFLjNGI/htdkiKHqGAZJuTLCqQiPKtothyUWCDyDCEMKh3htmxO5ym+Z5HGHYKeRbsWcz5LcD1NWmRYkaZj11kOLxGVSVWz2Ahq5HlBmRRMpjliOGdTvGRuGlzof8LGB+/DRp+FN8HotfFfbtAzS0wvJs4LTFGn190iigwe/+gF/ZrgUX+PbTcniD/j/raHN9hjt3aXp88+otHfpSsChDXk+LlFb7bL5te+xugkwmSCs3eLoweP2XrrPsXygnut73Bj84AD45BsFvFxtWT+5Sf4ecpUlTybD+l2N4gmBcd/csLl2YCNHcXBvX0WwwXpokCUCtt18ZRHGZQs4gTpepydnmEZgs2NfXy3wZPTl+RRvup/mCbvvnkPyyuZz79k436T/TcUySKh9kRRziGPYqTSeJtNlssJ/niMaFQUWUWWOCwuhpjmFjfu9tisO8x49nNh9RdiQrXS0HIgKWEyyCmZ0axvMpvkPP2DryjsFlLGKLMkMkzsThs9m+B9/RuImoAvNWo8x91o4TQbnP3wkNgAr9kkr/dYZhVylFI4PQxHU+iVjaqRFbhBmzhMsGwLnRq4vT2KZEaaWViDiHIY4TR7iCrHwMO3dpgfH9Po3yLzoNQ2hmgSipyy1sAQNtqSGAc3yasMncSUswVurYFjuySLMyLjguLsHFFJ1HJCNbkkTzKUsdKnvJJCGlwpqq+m3laAuVqM1nNJ6/ShV/4wV/z4ipNfpflIDKQ2rhumXA3jKE111QXSK0WLEAJDrgG5qlb3FSvfGCGNlb+4VihWNJFkZYd7Jfla0e0r2Z2CV03HKyplfTutV7SR8Zq3+wq01yeGWIdhXPvSvKrYV1evdjFarKgegVhRHALa7gZb9ia35A1yFbHMRpTVAssw2Azq2NJiXs0w5Jzlcs5tEeBeNDgipeNvca5D/KHH3JakfQ/LtZGjGDmcYVRdbt1+g8H4iItZjKlq3LR3eOGaXHoXLOIR+07ALJ8RmwlSVzQ6Nou4ouXXqXfbNEzJ6SylkA5lmWOkXSqhsZKUIgsxkoQsBS0UnttmaXmUWlCaipZvkiYpC89kTICMCgJvg4mYkCYpKi442L9FdBIxTM9ZxAsaxy6FFPR6fQo9xdUOlpNj2IpJnNEIFJfhgnlkUq/VkE1JMlSMn4xx/AXatNBpynxS0GwF2JVif8OhmlloT9L1fdqBxXwi8Oo2uTawSknP7WCmmkagmH98STT452zevU3o3qFXREx+8gVGp4XjO0CNyqvR6N5n+JMvmTZecm6UWLf3+XLwmLt9h+UsYebe5E/nTzD3e/SUS9uqEbouRlGgTx6hH71kUSwJWibTp0eUy5Ao17wVOPza/pxHL/4R7jsd6tWc5KMBybMjOrUObSfg9PSCPC0glmzfrGMbgunpEi+DhtMkSs7Y391AZyWj8QjPSxgsQ7LpJbIoefcb91BWj+nhKa5hs7u1R0BAfbNHq9XnjcDm+IsJtcxCvt0ntQ2EP+b5T16w8e0PKU/PkV6EvYgpxi47ezafPHyGq1KKxZyylvJO1eObpUC//XPZ7l8McHdcA1NkRCOJUhZaC6Ss6O/5zIZLtGmgrYB508XcuwGdDay8RIxmlDNIL+d093aQyzm9X/2AwVdDqkSwOJ/geS2WuYlzOkIJg+Cv/Rbp4RE8fkJRaorHD7H625RFRTEeUukU0xK4pqRYLLHqAUG9RjKZ4dgN/Po2hR+RTEMco06aC9KXcygUrbtvMJuNcPwuotlGhgn5fIpf62AFLeIvnhNoQWWYqCTBkzXOvvoKlc2orgQcCrSxUjgopda69NWov4mkEmAKrl3nECsbX7FuiGqxqpBXFMhaVqlh1YAtX4GklCsQlSuSRUmQ6spedoXDQqpXXLBeOd9eyRlfl/mxVucgJeXVnXkFvquK/MpCYMUpl2vKRFUKeUX5sKrghXpN03/FO79GF1099lXD+cpMq1Krnc1t/4D92g2iaEbTz4lUhDYKBBXCkORSsagUjqsp85TNThM3q9PAZbEsuG9uY7dLFs+HbG30WRgl00aIWRXMw5d8efoQc9Dmrxm/zAu/xqPqOcuiwtM1PLNBw/IQdoVlQTmV2G7IrAixmzUGYUyZKs4MA6vmUoUZGQLz8oKu2yE3K7Rf4CggMvD9DskopNfxmccJUZwTLSW1jQCpNa5rUVhNynSB9FLKpKRh1jh6foJbc/Adl2KpSYWkYdZIphGWrenvmBxfLAkvYza3G3jCw/MKhsslYVqRHZnc37zJzLCYRguqRcHME2gjIIpLqsri6UzSLCQN06JIE4TpIFKF6Qp65jaGn5ClOefDEpKYbjOgV9YYffKMYiPGEhV3fnmHHz08o3HrLgc77yFbHfRixPLkgiyNyNQMbxYxP7kgPFGkWY6SIbVS0m4atDstltphK9whqQ3QDZPIvWQvMBi/HBE9n2NZNRZJwcu4zdmPXPqNfb76JyPaxhZ7t27yBz/4c7Y2Umq+x/R8STrNWaQa+7TBcDhDFFAIifAF+TJjfpqSJDO0ZWAKny1P09cO7PXod/qI4kNGrSXKsCiFptVoUaoKp2uSCofknS1eqhzSikyA/WzBB3ffpLq5y/FFzMUgAe0jC0m8KPj2r/8OH/2zP2EymNMrNrGDBuGzX+GN4cOfi6u/EOBexJrLl6sPN6akMMGwSxAV7T1IjYpqf5sgabB0uxTb90BK2h/9GcvzCUl/k3xxSbrI6HoN/PfvEX70GK8ekF3OKYVJ8vAhbs2n86tfp9yukX2ZUHo2stAk8wm27eP2muQzjTI0RVFiOBalKUmKmFJXmFaNcDlGFSV2ZeMnHkacYtk1gjv3yZo1PMfB294kG5+QLUuMWh99fInpGRixJs0T3Hobf/99zHmOND3KbM4VC468AsEV4OmrAAkB+ZojZ93eBBBKr7zZ9UoPI69oFLECumvNNOtBJWPVub8S4qzSj1YTqoZc5YdeqV9Wi4R8TbXBSlGzvvOVuZZmteC8qrhZ2xVctWGv1D5XU7XrUaVrrbhYRQKyZop4ZZD1UwM5cK0h5/o367Bozbbb5F5nh65ZIy4vsWoZYWtGqTR2YSKwaNVqGKmmiBO8hknb0GyZNtNLzWF4iGGW+Jj0Ew/ZarHMl4SzlG4I08kY5RfgOSybmgeLC7B9fPr4FfSVi1xq7tTfJBwPGZYvsLRFogQqDclmFblSKEOilYOpfQxSciVIsjnNjotvKUZ5ius0ycKQeHaO1TRpFy6G8hBpgmXEGJlHGeYsjwbUJcRGgaoqXCEJhEkUeCzDiN12n6prUDoQZxnKMClKl3QZ0d62sVyXvtNnuswocodbOx6F4bKcxUzmEd3bLapJxnARIZWEMiU1JI4jyXObZ+MZNxrt1U47MrmIhuw7AWkSYdguYRxRc2ps0iUd5IynLjJIiZIjlqJFJV26ex9w5/57nDw74W5UkrVnfP072zx8+gXzXNHfyOlKwSL0KGeaeHxBYXcYpCajszMCaZMf1PjwjTf4+Onn1N5uUxUSq1YxPyuRjRr54SnH4yl/9LnH//p/8rf4stZnuePTcSqcLz/jchLSe/M2arlEN3yoKVRpUeUpQlckqUWSLqnKmJPxMRaKQmXsbW3hWw0sAxZLyfBSE5hDsF0M28Q0ErQZU5YGl9Mho/0lUSZwHoN4sGDsLvHNDewqR128oDAuufvBAS+ORthFQjEvWbw4ZbacI4Vk8+ZNVGbycP+QyU795+LqLwS4C61p2BbaLzBrPo9OJ1CUVEXJ7bd7BH5IMv+K5eOMMg+IN1/i/9pvMHEEjV97F3l8jJhLoscx48sFbqPDMM8hTLH6HZyggdYSL2hgPf4KffiURr1L6QToNCVeLMnGQ1zXRljgN5uklkQ1WnjaIVksaPT2iech5iJEWClVFmNmNdpWwHwyYJ5+QVgOqSTot99jZ/cuuYgYXnyBr138zMJVTRbjGXJxRHDvbazOJne++Ts8/Jf/FUrkq1BkuXIUFPoVyK0VjWDonxrtv+6EyDXfrddctV7rr6VEGJKqqGBd9V+V5UK8Mgm78nPX66amktdO7gCvDeaslZTXtIu45tAL9Gpk/4rfX4M/axmY0q/AGwC9on6uM0WVRvFqWrX6mVAPff1Q63Sl9WOtjNQULdvhOzdvE8YhOpjRa5QUShNmBXZQ4hkSygZxOqL0CgqzwjfaYJmYVk6GRFCwZ/dpyjZB3qA5LijciMn4jDybsu11SMMMyzYplIb6Kq83n2nsStLMfd5Rb9KaN9k2bvGs9HlaHfGiTCgCG4Sg1vOJwimqzMmWS0oNwvQRhqbveszMBMeyyNIJhlni9duIUpHPwGwGbOxJ5tGCaTijqio2W7vILMF0DBKdUqQgO4Ka8Ols1+hkHoZrMy4T8rzENDWm5WOaGtsWNOqSspA0jCbS01RRSt0LMOoeVRQxu5hh64JO3SSOfcx2SZlFkFgs4pBe1ydMEl6GNpv1FkVQY1RUSDOi5jXQocXZfITXbBGUbShsitykNHNM36AclMjRM8xmg1+73aCxe4Yw9hHnBXf+jkBJl/nJIUfzCwq/xexoxE7DJYrOcCwT6XiEmNj5E+bNbRrfuYkopizOYjxxj17znFSfkpCyWKTkQjOrKaRxRs27RTpM2P/6bTqkBPUl9+9tM/RbJA04+klC3e0iBVyMRrSCAN9xydOcZqdBVklc18NIDebZjDu37nN0MaDTcahNFYHj4gZ1ikxhuSVJYrGcuuwtJ5Ryk2UtZ3/rNsPFiNnskMnLY7JUs4xC2r6Da9Qx1JLnD54SL8e4ecXWzRtE9RbR/ITH5b+jFPJ/iEMA1VLTbFhIr+Jg28HcbTCbVySVZnevSxpKbn3tTYYTm4+TIfLRD8inU9LDxyTTOXbNwus1WX51gt3r0fnbf4vs4XOiZYHZ3cQazqEoiCY52umSTQry3KDz7odUx6dkWU40GWFYgtxsUm97iH6b+DIH26ZqtrGSBa4lmDwaYEU5VVAR53OkkpRRykbvJnmeUx2OmI8KvKyicTkGt0YavqRMMkS2pHJc1IOn6NKm63qYyqIQxarKrtZAKq6ojTWPsQ5fkK8ZswixcnmUV4Pxa9BjXfVWVYWp19SKVmvd+uoTX+GyWDdXV9a/XFEfa8uAK75bCrma1CwrDGmuxvYFWFf+5GsaaOUqvDbgunaAXE+ziiuJn7p+/Xrt/3sVN3c143rlmPjq7LhyT1xT9+jr55FS03ZdfvnWNlk1InYT5ipj07bpdAVNe/XcW22HySxmMk+p2wrPddCziDKpmGkH3XLx7IBO1qUoM+wiJLo4Qlkjbre6LAgwUgvD8RCpwIoWjKIRVr2Fmwr8ysTDpIamUULNUNyX95jkCyK7wTyfU9gFFBpDGliGQyVL3u7vcZYnKF2jcAqSLKHb8HlxckE9cCDOGC5nLKjwjZSbvRqOrrMMYJKtZJeeEhRxgghgu9ElKmcsU5OD+gaFmlIuNbbtURpj3FpAPIuxvIK89FHaAHfJ+NAFx8dWFkIY1LOI0lJ4VRvD6AJjZkZK2zbYanc5e2mAtSCepXSDgCqGF+Uc0zPpahfPdLk4H6G1wPQkkyLiMp1Q2SlZUXKj0aceQOjPCZOUwRdfESR94tDm1gG0Ox6L/A4t6fHGaR2V27QSuP+uyUUYUhV14stTSGKcW2+Si5IvPh1hb1vMjirMvKBWz3ljv8ef/ulH9DtdSGfYyiZ9KrixfYfjRcX4/JjF4SHdGy3CWUnj/S1u7u7zdPCICWN6924hPQfx9AuiwYJIl3SbdaKi5P77X+fRp59TLzXWZpcoM0hnEyZihpFaWA2bpMpoNpsU0wwVVZTLc26aAS9lTlJP6Oe7RMEdjk8uqXkNknKMoTRdT+M5Ey4Nmw21zZPnn+G0PfbbFd5GxSzqMzsc/lxc/YUAd9OQbNbrTKZzqkpTTHNqGzWqQmGZPR5974Tbv36Xxp19+NSmrs8onn1C+PCS9rtvU9Rs6vfuUnrAZIa30aTc6LH8+CHtD75J5ddIlxPCL74kFTmGEKgop1poZkdHdH77t+BPIuqq4vzzJ5ThgjILkYlk++63mE0HiCTDxmFxcYE0alSNnDIwMSwfnzoSiS1tYjtDqZQ8XLAoQ3RZ0HIaIApcAZeTMWZc4ZgmjvDZdtq873+DB/GPyUgRSqAsVr4tZbmy5wUq1lax5ZWyRSHVquVqrDXhV2P/WlUrf/d19JqUa+77eq7y6gfXLo0Kri2CgRW5rsFgZSd8FQJd6VcOjNXV8JJ8ZVMr1w1WjXzlsChW4LwaVnotxOPq+daL0lVj9Vono16pZa52K2K9c1hZNYAUml97c4d+W6Fc0PMc0wclSqy+Qd0ysAyYhSUXy5gwrmg6sLMn2XpPMDosqSJNr9HDOukhqoRQH3HT34VkQVtZlKHAU4KgslYyU9dlHA7wkLRtD8cyWWZT6rJJRwQk1Ywtq8FAzNlSbXxxm3N1zIw5ZRrTDhwKQ1LYJZHIaXo5meWy9DJYVJQjA1NKoiSn5oHnOtRKgywJORpU1JVDWfNpmi4NKciqFFtK8mlBvpXiaB+/CdooyauKQi+wzQZu4NFwXNKwJKsyjCSB3EILKKSgVCXLvCIZLGgqjW07pGWE9gSVleNkJWfjBaEvce0Ou40t0vmCJEzwqoo8zzAtTdZroUtB5FjoaYZyHSI7oXIqiEoSQxGlOZ5WqIWL26ozy0MevszIDiMGI4ODDw9IUovRiy/5xs1N3nvrW1yYQybVhL3OrzGNHvPxP/sjBucTMq+DYxrEqcR/Cs7WDvs7ktvFET88H2I1OwwHC6pMMw8TTLFPOH1AEldsB3UGpcvopOR8OGW5+IKvvR1y83aL73yjw8Pvf8WzJxU3Nu8ysBdMTp5hKEXTdRhePubND+8zvzih5rXI8gmmY5LlGWmZYoo6aJc0K9EU5NOE9HsZybsbeLLJ/HCI2E25c3RCTMUXS4VVVWze3GXw7JLSbNHoeswXZ2ALqsLk86MhG8Ilb3SRs39Hy9//IY5Sa7KkJLBc8iVU04TZZyc4rTpal9ilxezpBcben3J2kbL//htMnQxxXqLPHoDXR6dTtvZ7XLy4ZP5IoS5Sii8eMzu6oP6bfwn5W/8RtV96Dz79CeZoTj6cIZstsuWUybMnvPN3/jrZixHnjy8Qpk+ZpvimQbqcUVyOcYUgPLxc8diui242SdMc1zCZZiPy2YRmexvLdpgOjhCGQbMZwE6TnthjmZ4xnD+h4zTpVE3MSrAlOvyt8m/w59LH8FN+Ev0E9AoAVaVBGFSVvp55UaW+lileDTxpAaVYWc4KtQJp5NowzJBrbvtKF3+lL7/CdrXOO13x44Y01qCruJppXaW6rSctxav7c7XASLmyz13z39dV/PUg1KsF42q3cG0vsOZWJALTkFRVhUKt/DmURlyB+WsUuyElpgFN1yYvSroth5s3JQf3BS/OY1ypceomsRTQMvhw/zaXkxGup7i8kCQ6I5qXNDN4+8DGdkpGxzG3uwLLrvjy+EusvMtpuEQbS6xK4KYOARJDpajSpiW26LtbZMWMTjInYk7XDHjD2qISGS90yuf6EzyxSceus933sfKEmmMzcUJqnYBZrCislCItccwmIhCoKsXb3efy+BTDsbEFYBlsNTawIovSzrgcXlKUFY7vUbNruKaDqEHu+ewjGJQLVByRFRlh5eMYJcKxiMIZhAGZzHGVwjTqFAtBieIiKShSSVlNkE0HbBNbuJjSodAJhoBSWRjAVsfDSk1mk4JZcoQQiprVJjZ9ptGYOh6L+QInqBGaOUatxG10WGQFblKQEGFIzQSJ5fh4UR17CTQEYTLCdTsMv/iK6fExvTdusd3axd2ac1bfJin28Z7cIPrnJyTtQ3a7JjJ4g8lAkVQFB3ffBj8i7rVZpDOGswn7d22iuMnxNMLwBO6tPkfZ7yE3zjh5bPI7v+ZitLf4g3/xEq/hcfxiTBTBVw8Cugd1LLvF7l6HRXGCpVJq7RY6XaAKwVavRjK/wLVdkmmE8AuC9i5nL1+wTJf0t+tYIkXoOtIQVNM5s/EZsfU+YXEGYoCu36DxTgOHXcrvP+Hk5Yj+/SmbNzuIzh2SHx6SfJVgpQK302aeVriDGdUkIgj+PRqH/f/rqEpNUih6do1soNhOXYKmItE5lVTMPQ+ilPLwlHqe8Pz3L7BMB+WZbDR9jDJGnT9jMnhJMU3J7BKvt4V3b4/8YorOIwxD4X9wH8MrCf/pn5HNpwjpULt7n+jTn/BQS9y9HYplRr27S1HzyS+GjE+XCMtFaijCBdKuUVEgSzCiiNhMyHSKYStUzWI8GVDZ4Loey9EML7A5yR6SJzntjds0JgVWqqBIuWH22S23+SX5Lc7LE46MQybldOXuKNcWrutpT7XWbV9VspVaDzitx/i10tfVOkK+mm7UKydIfc1/r61sxcoXftWefVVBV1WFXN9+pV9/VfFfj7YKkNeGVGvv93Wj93ro6DUljdJq5S65dlNcDayKlUuh0itt/7UXy0pmCdD1PFzLxHUqJoucooKG5/Du/RaNpslwmvDBm23ubJnU+gnWsqScK+ZL0E2fg90GqmURRTZmIFB1Cx1kXJwuacQOn50pnFxR1BRm95I5C+pdzY6C8KhkM+4zGpfUdI2LdErTsxES9qRNo9xhJkOqYMagCBnEL5nWK2R9QZIOmSwK2uaIVmBw6s85NcakpPiNGtM0R5kWs/EMr94hNQ0oKhpWjY2uh1QeL89LZFURTpY4mxayWUdIn17gEsQOyzSkUClpBYWZs4hzUh2iSiDSGGZFJSRJrYWTl1RCUVoGgQBT+ahxReZDWWh0VRAS4df6NF2bWrQkKyQag2UoqEgxOxmmZVEpE7fp0XUD0sIgnCkmUUIzaBDYG0TJDL8mCSchzXZBLm20SHC1iQ1s32hhNDyiic3Dixds+HNsuY2hLZKhRndTlCGoohnThz9h1G/T7O8zDO6zOAnxZs84HP8pd377Q+rbu1z8/U+QgzG/+Zf+FtOdm1Q3M3gRkj085fPzCQdv9dHRDEFJXuYMLg453LjDrwQfksmP+aHtcNa8yzA7xVUGqoyJZiHxbMHFaETNC5B6AG7CVneDIi8wgwDLtIhHGfGiojQjmt0a4aii19AcdDo8HC7RqgQhUaaCTFIJnxfDI+5uLmkEDgfFXfK4x/FNha0i+r0APZI8+fMfcOdX3sHX+2hhkakp7XqNuwdv0r97n8XkkOR8xnz+c11dfjHAPS8VZ7MleZ7jm3W2u03iMKefB0TlhClzRklIUDcImj49zyJPMvJ2j0SltOqaZZrR3O3hqYzSc4mshK3f/Rb5skI1Wky//z3STyySh09Rwyl5mWKRM3/+kLorqJIx5UgjTQuz1LhbO8wPH+PWPTBsdCpo7twgmc2RtRZqucRw6+Q6QxouoChViZMVpEWFZWmSPCWazzBNB8vwYZHSMjexzQInyXhfv0+pMnbsDv9J43fY0R3+q/HfZ1lGVIAyNFKsQjKE1tfBFkoJhALj2oNlNdG6Hh9aDyXJVxX+lZ+MXgU7X/mSiHXlfCU+Katq5fuixHXA9lVoNFw1SlcNVoW69kyp1la6a3ocpaFaT7YKITD0a+6SV6vDFc0i1JWchrVtJYaW3Ntt8tvv75MVS959s8v3Ph5QCsVGs8aiyDmezUlyxSdfXvDgGHo361i2geF7JOMSvdQ8epwy3FiiNjbZ2KiRnk8ooyU7e9tYeyZDTzO7OGWn5/HcyCi7SxqByVw9R9U97NmM0jfo1RQimlPkmqCfsIyGSDtAJAXtjokfLAgvDwn9C4osp6gSyqjgQh1yHjmYZh2hlwjpcXYyIXQkNdelvukj45hF5dIQNrbWNGXFomxQtwtc32R2MqVSJeFyQaveYZbnpIUmiceEZUzS3MBVkpZtUSiLqqqwPIvMbaHSirpuEafnBHWXQvnUK4GoQhZuSmLYqEwhSgfTiCldwel8hBGB0BVxHlLzTEzPJ3Bd0kSSqZJZFtGwAurBJrmcIg2o1WOiicZ2XXSeY8iKblAjThQOglBVmLaBXbo8fzIizk3ySvJ8OsD3FZgGjlKok5wicKi1ehhVSVot+Px7F7wvvqLdqViUR/zNv3ubSfoJX/1xwvLzQ+5//dts7O4w25U0knOGn3/EQeWw+d4HnKVzfvk3vsFH3k9IYpssnjPVI5492uNPPn6JkQje+p3fZv8iJzkcYI0XvHv3Bo8/+4y4gixJMGSJzBxO5jN0luPWYZaWZFmNm9t9nly8gKSgNEpco0PqKAxRZzGbs3vzJlWpyVTC5p1t4ssBg48eYv/2e7S7c9JszqVTI/Q6bO68T/LkJTOlOfrkObpfcbPfprvpUW+8w6//9V+FSvD7R5dEVspwOf+5uPoLAe5aaqyWQSEgDyuWUcpgkXGntolrpty8u8SZaYTOKOMKNw5pui7RtEBVmrnjUdvpEtQ0MSnR5QnNGzssf/hDxg+OsXZ3sRch+XAOpoXTaqPzVWC0koIkK7CXEQkm7jv30edjqvEJlsopkzlGo495Y5fy+AyZL5CtAC0VZZgDJla7TtkJKE6n2LZP1+8QhnMa/ZuYlYBKUxM+TiqJkwg3h77ZoSZ8FvaQofmcmuPw48tPiMpkXScb6+nUNWJKuPJpuZILXoVlrBqYr/jt1YTrqnkpDbmyD6jUtfvjis+GazsDxMr0ilfUzRUFY6wVMVfyySvpIqxCORCrpq9gBc7CUKhqZWB2FeL8U86SWsPaRMxYm3hVWmNKg1u7PrpUdNsmd7cDOjcSJkvFHz94QaigbllUZczNXUHRNDg7y6kKSXPH5smzMRs32rRbAc9eTkDA8kXF8QyK84Lad77GfPOCpllSLKbkhaAsZuD1+PJ4yeN6HZXneMOcba/CXObEyyOCvsfL6gmBo3hjp81gmfE0jGjXFb2dGrZXsogyWndNkoVN7FfMlinKgzCzMKRLpMcspEO30+QoHNDQDraErWaT58sEwzBpbGsKbfBHg+GssAABAABJREFUjx5jWl2ENJhlJjtv7RGHGbV2A5XG5Mspi1hgObDld5lnIdJuobVFbmeYpUMpBJlKcLRCmxNEXWPhIvKCnBJRSPyGhV4oYkOQWBUbbpM0iZCuzWI5JRc+rqWoHE0mNOlSIyuJTGO0a+BJiGdjlNA47Tolkkk1wjQTHMvAsG0yaWPYFWQKp2UwWyxJkhntzU3qlWaZzKl526hU4Ne2ORldUJUhvXaHIllgOjWqIuLZl08glbx98Ca7HY9Wq83U2OINSh5b/5h33/g6lVL0X7wgXlb079zj+bMj5o6FX2wwDE/52tfv84d//JRSZPTknO37I/TnfV78/o/Z9eBmGVA2Glh+l/Z+B/PQZaPbY9OoYxgWR8+foB2NHbvoQiFc2Gp0yBZTwtmErLR5695taps1osuQ7HgCKJazmKZpkBoVF+en+DWHpz85Y2P7OxTTgovW57Tju8RPRiQTidfZxVGKhy+e4qU1rMYe9c4WybJgMo+IRYHeaLN4PKDmtn8urv5CgLuxNrTKYkWVKKosRUhNM7A5Kkq++UGTfDbni0cZiW2jWi7hNGKzaTK5yGjcbNB/v8tslhItDdw8hscPKE+muMsCigVOdwPz9i55qignC9ymS65dOh98l9nv/0uis0+xv/kh9u0DssUCmScIR4BdIWs5WTEEK8Hq+VTxGFUW5CpBtDvUN/YROicafsliMmf363+dHEVULCFJCMw6mRCQC5J0iSkkCzXmRfqYN+1b/HLwIVu+Rdets6t2OctPyVS5dkfUSL3yWL9qNF7lf644b3GtO3/dZ+XaBVKzdmK8orhXE5xluZ50XYd3CP3KJ/z1ZqcS4pWmXqz089fcunzNjVGrlf+NvlKyyHVs37XWheswDqGuefeVHl/Rqim++2GNdKnJRUy3L/nyZEQlTSrHwfUKZK64+7bNr/+2wx89VCTfA9ez6fUgShXLRcEiS1G1Bq5v03Bdzkobt7/J7GROMTUIbWBpY9zoocMKURTYrR2WqYllJmSmIpkO6NZsKrtA7UoajsHZkwXnkwXLaUn/QNK55ZGN50xTBRuKZsNjXi14eZ4jtIswJFbdZGrNKPBpJAYnoxeIjsdgmHP/9jb1yiOJjmn4W5SJIi5yfNXGcUvGUUp/c5e8HKG1QT4v8IRLq9FgqMYEdpMslVimQRxPSJRFb8shClNS0yFo1HHTkJIU6ZuMxjllFRFkisow6VUupStAGdhpSZVl4NgkcYzlWNQ8D7VMcTCRKFTgEYYpDgaNwCMxM6IkW+3AMo/cKrHrBlllIwQ0m21irSmqAqEkIhOojS7dt28TfnJBITIKV7JIFqsktmWIX2twXhXEF5c0hYv2SuqGRXt7i9HlkKP7PreCmwxGDWbvunz2xY/4ld1bfDuB0WhJLk2+n025KI/Z3qyRWBWj5TM2LFDzgDva5eHxKZ8mDp5zwYHnMvF6nP3gkt3N+7h1qNcq3msLfpBnxMMJQzmn19tm5809zs8HGB2ftNI0t03w4PJwShnnhEnGvHNJmUt0Ltio7XI+PCScTWn2bmL7CrSDYsZiNsW+vKRp13kRHnD85Ql2APZgzNa9+8ThhHdqNzE6Ob0dTbg4QFwe8Qd/9D2sG7eo0iXO7W1mlz+/oSp/7rX/Ax1SCOaLjEJrHLvCsTR1GXA4mPCtex32ZUFDltQtSd3MyfKE2maNelfx7l/ZpVjGDC9T7PoO0hWk0kFi4JkljY0GliopR2dUi8EKmBdzPBu8wEJPxgTvvIOzu0vx/AX67ATDKRAqQhdT1PQILp5SDl5g1x2ycEo+O0aVE9JshswS3OmE8X//Dxh//j3y2Rlno8+ZpOdk6ZwsmTM4f8po8Iyz+SNiL+GISyKjAtvho+wT/rvo9/iXsz/lN51v87/f+M/5e73/MdtWB1tIDLECxUppyqpCVRVVVQEaY017SCl/KsB5xb2suPZKKyq9AllzjcPlWnpoAKgV5SPET4cx/+zwkBZXNsSsOfuf9hXXa+C/bqyKVySMRr96HlZWCKtYPlYNVQtuHHSwahbKT8gMgwkxRstgWVUM8xi568ENgwc65//8zys+e14juFljKku+/3GIdqF7s8He1zZQDQOnDuaGid/xKZc5tlI45RRbhphANsjJ5wHLZI8XZxaTsU8yyVmmmstqg+d5k8n2AcexpNq/TbbbZWrZuG/U2PjaDou8RAcG00JxMdFEhkT1FaopkDc8qppB5WiMhkQ2DCbpDLHRxTKafPidu9zaDzh5MaFea6GzmGWYE4YOnc0b6BjMukeUhCwXNtN4grdRJ0mWVHEOGsbLlNwosH0HoQzaosHkbEma5biuj5ln6GYdbQWEYUUQgG9LEt8mMwrmNZA1m9IOcfsWkVOSJSEG0NreoCxihtmMUGUsDUmS5DhWgGU7FLnCNhR+3UGZBk43QJo2aWWxWCTYjsvgdMBkkpFHBbmo0dzfZTfoUEsMNvs3SEPNZB5jb7ZJUEyLlIWYk+czdDElNjPCuMSuGZhxQWQLXj5YsDifkG5M8X5wzvhPfsy3372L2DZob0hqwSY9+mRLl7DWJIlTnNIladwkrBy8u5tsvdnDJOGLLwc8fHSKAaSLOYdPvqRv3+D977yLt9elEgLPsVkkGeejEaJW58bBDVLPphCKm633OX06pRQezSDAdyyeHl2SJoLO/haOU+DVAmpBQMgCJUwcKoRsErUEPxr9iNPqOcvnH2FepviLGNNp8CIrKQuLaDjl5WcveHCpkLc7pFtt5l6OuV0RNRRZo0Pw3Q9/Lq7+QlTupqGoBTaesHACQTpU9F2Hi0MYfdbg4N0lIrXxtWJwnGPWFElSIdotgmyOX8X0HZuTB1/iWhVCaGYnF7RubJMtxgjHJZ5mqDBk9/03uaguEbZPnllkZw8x9Sp42rdsmF7itzpkFjR275GMz/FaHuEyo8onlPGAmltiCQfHsCkmLzn75Icko0v8/g7NN95ilqdgKpSUmMLDM3yC0sV0LAwlCFwHYoVrmGSmzbSckaTb/JXglwiUS9eq0+rU+L+Nf48BI6pKXHugw7o6N9e8uOIqVhTTNCnL8rpCVusGqMGKXqnQq3F/Y9XcFHIdCaZfySCvwzNeA/YrWuZn3RhfP67BfvUKXzMaA9aeN1cU0koWCW+93aa9ZZJEGc2G5vH5iIMbAXkkMbyS/T2P+ZcxpXYIE4ESNsvcInIb9HYbPPvsJSKvEzqCjX6Dp8cVZpxS4JMQkKc1MqNBlWnyR8/Z/fA+y2GEKipEYhEJFyl9DKeDXEyoEh/Ht6m6dRZ2h0mU07DrfP5oRK+9S1E/YN70OLZTGsuSZJwSmjaNnSYXZcEsU1i32iiRobfq6BDK44RFVJDlFo25QVlo9oIPmb74gqrWoOlJZpOYYlbQ3LUI8hkz4dBqShaLJZYr0ZVBS/lkxiWLZYXIHWoNB8upU0Yz4myJWYO0qHArRcMyqFRJlmc4WuBpG2m75MsY1xAYnsIwJLNxTJbGzIuEIksJDANpKuJ8TF4oqEzieY5VpeS5xjQimp5JFgmqUtJt2DQ3O4wUFF5GXQhM6XM6HOMqC0nE1naPt7c/5DJacufDW8xvSfSZiWCK+XDG5XBGmSb4tTrpcoGJZjlf0mk2kZkiGs8pK4HRaqMDyePLBXd+uGRxHnPjThvddfniNObp4QArMKkpl7d+85d4ePSI6uWMpOGx07BYzCOefXqCFed8+P63GcUFy3xAdTYlLgyW0wvuRTPibJfTw0PMoo5nBBQtwUZwQDGbM8/GuLUNpOvzdHRE99Y2xy8e4tYkLcPlcrLk5bPnnJw84tZmjbkwqYk6lqpI1/JkO7Lot0wcmZHdgxeTMXuZQ69xH/vdC4Jih9OHEt18yPDBmNHnP+LuL/3PyfZiOnKXoz/6E3Z/89fwtvtk9H8+rv67gPK/r8MUkioqsJomF8sYSzsEbc1mYlGOmzx6cILTN8jJCeqaeaTI04xoNqKYOri55PSPvocWBns3OoR5jPANJqNzlDRJ45x0EdN7q0cyn1KYGqfuIHRIejnG9er4NhiuwLBKvMYdwtMzFsUh2Bb5y2NYO+Z5gUW35hE/uOTo84coaRJsb1D/1q9i1jdZZhGOX0OoCguLYjpHm2pl9VrlNEWTWr1DLibkMaSF4qbdw7VtLjjnm+77dK372KrkR9GnDOIpiIors9xrP3P1qjK+8pUpyvLaawXWBfR67L9Uqw6soVaWBZWxbsDqV4uGUup6kOgamsW/mhp0HUCAvh4quu6oVuu096thpXXEm7xaaAyBYQn27tZ579e7PH88wnQkdscmnVVczDJs26SUgqI0cV0fmWRI0+Lw2ZwoNzBsRfatNiroklLRfGuPS+Ewrg7pmk0yp8JtbIJ0CKcmltnANxPCzxXSDuAwRgqorAy7XceLIzx/E2H5FBcz4kqTWSlGd4dRcsrE6BClIW7dRaeKcLHASFysvMLueaSp5lI7iKDPyUmELuq0mxV9LCIpKWseSbei0+qwfPSS73/2fQ762zTfepvJ06cU2ZitfQczkIxPB1B6LMY5maGxsop33vwO2SwnXlZowyBo2dhlRXg5JbUUtXadpufh2wbjSUYymWE3NHXhUhYFWZFDbIJpIVKwqx7hYkKsE/IoxVQgDBPpONRrHuNlhKoqHNMlrxKUrpCmg7QyhO+iDQPTdrBqBYtkSLu2xVkUoTNNGRdIJYiTOXnpsd1/k4m4ZHS25K33v0XPusX85Pu8c+8dfvR0hDbn0HDJyhxhSURW0t2q45gZQjlkC4vT2QVt16Qbl0w6G5SHHrVcUX//Qy6rbbZuKLa7Df5g/JKXJwOMQ4V3+BzHeouNb73JD/+b3yMoIjZ3azBW/Iv/7g9p3tzi3nv3KDdvcPb8EelyzmTyjHr0Pp89uuTOW29SzSNUUseqaTJtcXDjBstFm4SI8dEh47Mcy7QwDAuNxnEcoixBT2JOzYqGV0NWFVHk0e35zNMFXx5+RPpVSLvR4msH9/juW79McepgVzat8A6nQZ39b/qoy01q8yHh5JDq+CX33rZ5OS84a+1j3b3LcKFxa+HPx9V/XwD973LoSuCIGoFvkRcxtZrFcTSm3+4QOiecn0TMni7wPItKgOWUtALJcpgSVYL+zQB7UmLIkiIcUzckk0lBs9/H2epx9izGNH2UFxCXFu1f+hrLT38CWcrNd28w/PIxRlaC26F0bCJH0vuf/m3Gf/xDLCmpEkXrXkB+OcbqtxmPFoTVgPb772Ps7mHXGxSxxeZ3/hqX3/t95l99ClW5ytWkQhYGttFCVZoyv6Bgiptqau4dWnSp6YSJecY/TB8zc474mvMefVHj793+Szx7fMRROqC8mvtf0zRlWa414wJDr7jx9XQTSGNVmV/x8HKVnfq67PGKxNGvNTq1eAXCQggMIdde8a+5M65pIH3lOka5zkpd2xTA6v5S0mo6NG2JlhrpSpympL/TJpyF3Hn3gJOnx/T3OlSuwyKGslEjNwqOj8bsuC1GhyVCu5gdF93v43s9Fo+XZMCTj09x/TrO9hajkxHzsxHB/g5ydwPndEShYHaRo+0OLKHVeRdZCsSTYzrnDlFXMnXqVMqjIVtU2coyuRM26SSQKZhenhPJEV63TZikFE6E40rS5ZLNDZNKBSzyDstZhNfxGQ9LfLtDEqXIy4Ju3UJVJTUkm/ttHv3kJfWtOhcvnqFlxQfNJt1feYMf/vGQlycD0BX9ZhtnuwOjGcvREZ12DxXHDPIcS9hUWUVSTHH39rA6Gj1asuG5KMMhyhTaKYmqDJVa+AFox6WdlhhKkSc5unIZRiMsq6LWdMi1RSYMNjcDZBoTj+fotEI6ORUmSRbR0q1VT6bSmIXCkAWpyBlNBL7TI1rGbNxskF26TMWEMjnDDBocbO1wY8vjTx8+Ith+n71in4NPC85El3/w9M9pHjSYHA5J04TSFFRJgVUJpJDEcYRfr6HyHLdmEI1DNkyB4UdUdYu2t8F7ZpfDs0vy8CZv715yJxdcTEY0rAIjcvD2fLInD7FtQTYpqVUSf2OT3X3NcrbgxR9+hbdh4jT6tLYyLs8GyHRJ13Y5O5ty584txgOLUL9kz+zB7h2KluLsh/+YeJkgpKITOGQKytikSDI6nsciMxmMc/q3O1SVpqMN4mXBZD5hMhujqoo4jfkv//4/4Dd+9a+y+bUt5KTF2VMfs6cJvBrLlyl3ax9wNJtz8Wc/AflNxuNb3P3mbxLubICXMB3+B6CWQUmI4fRkQb1lMF2klKmN54e4dUkuC0ZzTVOX9HsOT05zOh34pW/UEcJkFBdMJiHzSYXb82lu+5jCpC1j5kWOrLtkUYSrKmSRICxNvesSpxGZirCbLsnxlDxa4rzxDupiSDyY4dc3EFlCVpqoScxsOMWcp6hcIbo1dHebNJFYwiKan3D8//pvKYdnWNKiApq1DVQco0xNTbao2x1UHmHOYm7vvku5TJmNn7LT2WRS5AyLGX8ef8Xvjz4FUXJvd4Oe2eKE8Uo2eAXPVxSKWjUxKw2mYaxTjHhV1asKIU2uyBKpVqlEV3F+V94wQggsISjWC8Z12MY1h76WLupX/78K6YCVHa9cJylJrTE9ya/85W1qdY1eFKhFhtNxyA3FMk2IgLOFQvY20X2X6XDJ5DzDbggaey2M2GCce4Rhjt/yWcwjNm91MDyHWjphdL7E6G9TdW8QjSY0bR/DmWHWdlmoNt5uj2CeUlgeKpWYSiJeHNNXG3CeYi5SZKL4Wu+7ZGFOms+ZTp9hux7KUHgCCu2ivArPrFOkBub2AWUF5DmZanAUamobDSosok5JOZ2jpjmVW+KTY2YO55FEm33CyYhy3sAoDOJ5RqNZ5+z5ITe//as0Nkw26wGDXJDHFtFCo40Rnluy1Wrgu4LTs8/IzToLGeIGkpbl4WcJs2iONE1cu8VwmOEFNQQ2htQUUcm4meKngrwsCYsBvueCSuh3GyyznDKOiaMQv7XFlmxyNJsTLVPqTYu6XSdtOIwWFSpPyTMI/CY9f4unw+eklsTNbYbqmFKX2EsPW9lIVtx8u9ai3b7Dn315QRgVvLudo29PGBRT5hcN3jx4h1bzKT/4+4fo8wpdCMq8wrIFNadOEmVcDE+4++4e/ajB0/Mhk7zO7tigTC/w39/kRXmOY91iO0lZXNh8fnFOe7eDVROciB3u9m5C8gAdauzcpMibbG3fYiordt5uUXouJ6cLKBZ0mk3m4ZLf/9N/imd2aHX6bFQB9VaNz6JDFt0GnA4YR5cUuk5WxdTMJrntkIcxhSXxN9uMT89AN7Asi5Nwwk6vz/nZkEcvHxIlS4RQCLmaHH/+7Cmycvif3fmbDOSEoFki610uREbLi4m8Hk9zh+SLQy6b73LjjfdQO2P8sM35MKFxc/vnwuovBLjnKdwMuiTBkrTMMKQk2LHAiZllBbkqcQMQHgyjknrLYhEqnnya8K3v1kFVzG1Nbkkcw1yBT01ydBLDckH91h2iRUm8iDBlhXjxMRvbHWbZgsXFBYblYG5vUA5i1Pgcw3LJESzPj3Fcj6qImT4b4jlQjIbUtrssZxnLpy8xDYPp6BTPbdLb8JnFDWy3S6dxAyPMmafPMbwaTl5RTMbUhIXX2GBZpDSTmG933+LB8lMqo0CZFSfRAENZtGnwg6MX7NhbPDXOV1YGrDnx11QqQoCxtihY5bGuFTJrnXql1rSIscpKlbByllw3UK/sf4uyBEBfm3MZ1893pXmHVRSfISQ1x+Ltuxuki5DhIiFG0W5b9G7VqO12uP2tAKfuMHywYPzxgjiN8XcD9LzEVZLRNEZLzfmkQtsOeCbGRofDy4i4fpPl+QhhdgjsFpUYcfl8jnQblNj0bu0zW0rypMTfvEE+Kmjt30TaIKcKI3FZhA7mNMWc59TcFmo4hBrUypC0yNhXfd65yKmMnC+zxzSNFFHFLEtwcXHMkgPd5HKaMNgOmF6U5LUc1dxAyTqys0FVLLB6EjmNWOolO7cPsKoxVikpBiG+XvHmW/0dhqcjgrqLUzcpxhKlpzz/43/BX/+NX6P3xl3+2dkJfrNLLTYRVURle4QqZafToapy9FTRNE0WVQRlhXIc/MrAbjh07m/xcvwIOVZs39pEOJIimBCnFaVRI04r/MqhEbSZ+nOkYSMzi8yMKasS0hnPzxOWyxjPgjSqMEKJ1bHpdPrMxksMG5RhsNG8y+nFhExNeeNgm9PTEZN0yOgipBG4dL1NXFnRPfAJrYgyr0hywcKFZWfBU2uHzYOIeuaSzNvc3Ory1WhBPi+waza1mku0jDAch3ReEOYuk3SCFJKz40N0Imk1LT774mN++d1vMx4/of7+18jGivCTU975nb/N4elXWJXPljHH2QgQrW2eLj7FqppkixzRMlguFXe9JjRt4kqwWetz/PwJh0/O+Zv/y9+k4TpU9Q4nL78g/nJChUOtFeBgkUcz/HqDsiopConltijjBabXoVaPyEpFFI4JDydsBzXMoKI0MuDKN2pVpFW64sXJl3w1egujesSHjQ8x8gH2Yg/lvKTT3GXzzjtcXiSozz9l/84v0THuQppRa0jK+Sd8/HNw9RcC3NGS58MYJ0v53e/cZbSY8ewsJlY58zKn4UpqdUmj5VFVDvMkYZFpGrbBcmLy6HlOy3Kx9y1GMRy/SDF9H1VYVIuYfHBO0ApwHYdwOkJkNsOXF4gypd6vEZ7PcbWFc6dNPk6Jk4T67i5xHCFchY5SlB9QRHPKqiR8eUytXiOPM0SlkVgYUYixnLFttrGjGuV8iM5TVLhAZjlFKWmYDoYTkCiNuZwxj+ecy5xJmZIVOUuVokTFffNtto1bDIuf0LHqfLf+IX8w/wGZLhBaXA8NXQ0JwaqKf6UnFxjm2gBsXe+r6kr8vpY86pXaplLqOoAa1sX4eqpUIta3WSUuyStDYV3x5u1dpsuQr7/d4h0sLlMDu2ExyjOyWczpJzG1VofP/njI4MWSvd2A3t0u6XRB0PJZjkIuzwvq3S5FmFPretidNsu0wv3Wb6CfnJAvKkpirLomqwTSaiFNlxgoqiX9g9uokzGl7ZNHOdWTAfXKhWGMK0xsx6YWOTSnGi906c80IqkTeA1SY8Bp/SmZkZDqGTu1NrXKYzE2mWYzWsE2SpTcb/Zxlop66XMZzrCnFtLySWYlI7GAvRqpjGh0eiznc/x6k7Is6AYmpl4Q1X0y6WH6NrZvUnNTkkrSCgOWFxOW84p0WtJqddE6obFVR5cWo3mB59tUbpvR0TM2N7eZzSr0eYJfb7JcJDTqTbTWHD4YYdo2i6ikEXR4evSU/Rt9kvkFMshJlnDz7XssJ8fYJRRGhmo61LwAYxLjChvb9gi6kl6zxvPTAamC6WxAqxmw19kljefUt3tEjQkHd3f47DTifDLjYH+f5VmKVWp0mRAnJW98sE+3vQWmwReTE5xuwKSSxLOQnf0Gehxg31wiLg+AZ6jCwrEstm/cYfT0IZ5VIwwjbm3dIh0UGHmIbVhktkOSnbHt3CCsIn5y+Af8xq1fYjEf4DsRb93d4ZZ3yaff/4L93/oW05dH9DsFG/2AotghEzVqd+Dups3zP59xfuLQ2PboN2+wdfc24XhKks0IdIkxWrJcWjQbPQb1BWEkmI+nTM+HbOzcZTZdkKkpmaXIpiFd3ydOLYq8hpIhnuVRFTmj0ykH9+/x7rt1Xjx+wmRyvBoiXw8a7t/scHh0gik2oRzwhrGBZ6SUd+9CFbDzWcRf/s37/OP/6z/lzc/nCGzcvRA3z0iC934urP5CgLsQgmJmEmubRw9n3N0LOD0f47WhXpfEYUUQeCymisZGQs2puFmziELBi1GE9C0uxhlJWlHbdKgVGZICO/AIHZtoFuNtNojmEUraZMsMV2oMUyBVQr0OlSVw2jYLy0LKGlVpIuOMIkuRtksyHOILgyoX6NIgzTK6d/eIxzkqSRHZkijzKB2XNJxQmJrS03j+TXq6RlGUyPEcmSiaTo2O8liKnFTbBGaXRXKMKTx6Rp+ucRN0jQ17n2U25G7tDYb+hM+TZ8RlwnrA9AqJqarqpxQshrFCcdM0KIvVpJEQK+rkFc1y7R32ytKXKz3LtXcBgpXX+8oQTFLpghI4Hg5xLJ8ffTXiP/47XdRQczbKsI2MWBvMXigmR8/p3tqm/qbFLKn46E+GbOzvkSYVrc4WVTWgrDmYpYHpGyyGKbp+k6S5g3z7APPZC/TzR2RFQHC7h+E2WJwOKBcKP2hRTgrKucJI54hSUs9r3Fx2cQYzaoXCMMGwSqpsya7fQpZzZEcysZ/QurGkcSPkYhZSy0sqYXM5zvFaHl3pMI+P2fE2cc1LdmY2zrSib/cYHF7Sd/Zwuj2+1HPI6gz27JVUMKhj+QaFLRheHNG/0ac9z1GXEjf1SfIJ7373TZ7/6BKiBU7b5YujE6xZyMFGHRo+6dhhlFzieposDtBhgV/YTE6O8Tc36W3WEbMpRV4yrBZs9lt0uk3MU+jecDganbGYjZkLm7yC2XhOrdHC0w3OFdQbDVRZUK8ULNvkQczezXvoNKcMHJLlmN36DkajzYuLz5FZg8loQtlIafgHhJQomXB3exu71cMbFRh5iWWaOApKEWMkknlsEeZHNMom82TERt2nPayob84RZURcRgxv76L+iUMShtzcu4vMCsoKRsWEWq9NrAt2Gy2+ePoEpxFQ2ZD6dSqjThVDhsvFwQGDsxHxi+f0mtu8PMmIhaQhBBfDGXVrC5tn1Np1rNBm8HyMrzSJCjBrHkVYUNPnJC9s8qrggw/fxhg5ZD2HpC7Jn2vMsMlm3+dkckzNbzHNI+zNFsvDEXUroPAkid/GtVLyoSaPlriGh2G5aMtnNgEvNthweiTOhCSLV55NhsC/cZN0UZCcfczZ5Wc8qN1jP+xzMNvnzbsB5VwQfhrwm72/w5/oz9iov0vr05Sb/ZC9xoufi6u/GOCO4K+8fZ/Pp8/oih75TNF1fbpbcHMfnh0m/NHHM27dtrnT8hhOK7yWxm8YbO66XJxFjMuKwJfYdaDU1Ho1np1niHobTzsMB3P8ZgDKQooSs2tjkyIqiyhNkXFKHJ+zjEyEmbOcZDhenexyhtPrYMUTCiNH9ndQ4xnpckFezhDCxHEaWAr2bt5FK5OJMUEH23Sat5BpSX42xF6UvOe9QaMyGOol27JJ7nQ5Kp6wLW+RFyWZzuha+9hWm0TnuKqDj8GiGnJg7rNwU55GLyiorq1bBK/ki3pdjV8la6jqNQdJaawlj6uM1RXdsjYFExq0QhpXUXorEy8tVpbC6BVdk1fl2hhGczaIsZ2SzR2PeGiwuByQLG1iXVIFGVtv7pCbKYlpga6RoBFFjj/JwbdRhWB3Z4dJIFEyIApn+Le/QRlKeHQGiwwrzGjUW0SDAvOohdjZxshSjCqnXewQf3JOS3jkiyWttEFvpNktUhpFSd3yGerneDbImgLrHBOTvLFkURxiBYIqzZGei6cN5osUvISyNYXKoiN9cmOK1/Hx04zxg4AgKbhb98ijOc6w4gYmszRGFA0m3jalNUa5gkZyhq77hBj4EdS4oN3q8HwgefjxlK1mm7g558XZKfV2A9f1uBjOsM0dbn/nV5n+0X9NsrDxezVSx2JxVFIYOdUkpBk0iDoGVgzlMufgrTt89fArDkybrFQcn18iGz5FYGAJBZMc2WkxJmKrsUGhYRnN8fwu2xttZGJyHuV884N3+OTzf0k6LrjVv8EPH31GUSXk7gV7t7Y5m455+dWnHOzcZ3f3DufhS7Y7Nu5ug/LCAUyyMmKnUWO30SFUJnpsMUhnBKbEnM45eFeRDn3iuUm5D3uLAZdOxdvvfcj09JLZZECiSmqtDdK0oCgXmGZBYUC77UOc0zJcwnKAWTfZ6++RXT5jOTpmPp2w6XQ5PHrA/bfu06pG5E2LoRrhRT55NiNN2+SBhrnBxkGTWFUMJilfvXjOG3fqxIWm2aozNxSNiwXtYoFYaiovZfxiwsHWmwzLEBGeMc0W1Hp7RNJE5hqRJCzGE9KyoCrAqUnCvKBTgwPPZqwrXMMhqN0iizSzfILXtAgMi/higVHkNBdNhpenFPWUxY+HPP1Ks93coLBnPPuVBkYu+OXPHnHqn/HEqfCy/wA4dyE0Cz3G9jTTJMX2bf7GN+9zXl0QzZZsNH3eul1w+46NqlIEBt0tG9lokSvF9m1J4KaEkxTXMXDjksHpiGbNo/Vmna8epNiWwcbNXQ4/fYwhDZobu4yfX2CqksWgwGuabH3jFs5Mcv75OU6rSbEsMYSFLBSWV6cQFcJuIDsGqqpjYNPdO8AQgulHP0bfkAxfHqG32ohem9FnD7AiTeDWKbyC7+Wf4EiLbmObw/Ep0pqTjIfcaR4gc5M8myOqkr3GDuezx1RE7HsbHJozDAlWtQ6gXpfu+jU6RYiVJbBgpWlfOTUqhJQIodYhHutwjGo9rMSVfv2VnFKwelxDiHXAhl77xaiVC/BaTeN6Jvc/6HPn7RZGuyS5dJG6oLtZYxxqTh5dkKQmaVVSWRae73On32JwOcNv7bNYxIyXE+z9faZFjtXYwTq6pMhzgo13yMKcYpChYomT+2wuOxS2R3VpYkxCZHHMfWuH3XnALKtI9BAvySm9E+JGTFbZVEYMrYJaw2GUjXEDwcKa4TUSpqWmLupcJDNk0CY3QjpbTQbTJaosMFsuTd/iaRjRa/n0jQjmx6i5gTPoY1UJzdDESx1qpwWVU5HutbB1jjo2UVt1nMIkKz0MtUAWmk6tzdHRM+7/5b/NOI/xqhQXn8AQHIY5xpfPubHl8K33tvnDj86xRZulK0iNgnrdw61KovmCNM/ZvbHHwo148L1DDEszsAqqSoEp2WnuYTagUEsc0cB2K8bTJ+zeukHfLenNNxANSTc4oEw8vjr7M5bDGjXTQTZtLopTLHdV4IiyZJEoAtNjMk+w7ZzAM2mam0wmOakcUjdNwkJTyJzYmPPo6Jiv3dpHNg1mlU+aZYxdi59sOWxGM9pRCoMlz8/O6H73a+zdq/hH/6f/D7NHA7TWuLaDBUgXlouUeneLeKGp0gr/5hZpccluw+X58ZjeIGGzETA3HJ7NzykcC2M44dL3eDmaoRYZuQ2tZYRlVKS5S8dokBoLdms1np9PKUvFrZZPfBizfGKjthK8eo+Lj0fkNXBMlyzNmIwWpIEL9R3mx2MQJTsf/goyL6keviBS51hCYhoWYQKWLSl0Se3NOufHBcWpj1UGZNaMfruP0Bpj6HCje0ChJE3HJDx6hNmquJidYowspjXJhmvQSlKml0+Zv9lj+5tLeoWDPP4PQC2jgY9OB8ySObe2MmTdYnQ55nwyBVfRaprsbJtcjkusUGI3DMYvM3bezBk8zzBsRVpUiJqP1CVBxySflQR5zObFU0ZRgZOYpJ8N6bl9lgiOHp7DIsLt1LFbPtFoyewiY3Aak88ycjFBS5/69hZVWGA26/hemyqZEvQczNo9jMIljQZU8zlWoPBqBlHXQ1oBMhzhdrtUTkFhB8QqQQagZynD0SM8r4kuK3ruJj+++FMC18CUkIsxfz77BzjC4FavxrgcYQoIq5ij+IxSvKrGrz47KSWGYVw7QVZrKeJ1fumVfPFq6GkN6Jorw6+VRbC+kjKyomqutgdi/UOvwV4KwfZGk3dvd7kcjfjRUFG6NWbLBVZsYweK7W6dKJZcxILCtNFZQVKBYVn0PDB8k/MLn8mzAZUW2PYS0xd02y2WLx8iAh/TMPFKG1wfoS3kywv8yQyhEpqJRaMM2WvsYMkBz4fPUY5B7iqiYIjnCnxfcak0cdtFUxEywa1LGlsWizRlki0o6wGy3yHPTc60BL9HOZozMn2OK0XpW0xaNk4AfTnFWBTooxA9tWhEffzwFsvQwhoULIw6w8MxhhsQiSVqMaThd1iYJVbg4qiEmmjw9PSYrVvbjMbnHNze58mnn6NnCY1+ne/94ad88xvvYLttcndK26pRdOok85xJmrN9Y5MqmRMvE5QSlHaBXYDtGyxkxfbeNoQ50/mCXEdUec7Btk99Z58ffe8Jb31wwHtdn8JyEPslH+7eRvx4ziwb0di0OPvygv7WJtPlU5RYTQjXhhWmvxqkOxkOuHf7TX7p7h2+/+gB0cuQqAoxhYMddPFsQWyWLPoJZaKoziLi1KBIDEYfX+L2awg34vsffcTLpwX/o//0LXQ55I3tHswWLEYztJEyDyfc7B2gfEkpMxbhHN8JsAYRRWkxmcQUFQxbJWdhgtHYIokdHArMoMTaa7DlaB790SN0WZA1+mRmyX7NpxxMCR1Fw8+wuib2tODp4AnNr9/m4ZPnOBcmnWCHqBoT5xbYXWp7d1C7XcInTxk/fUDpJVitBul4TGu3wWk8o0wzzKrCtXxQinbQQTV8qrdatESNi4sXiCDAjEsKDMx8QWA4GKKJHfj4usENO+P49JAyTdluHzAfDXj82ZB3hrcxHQ/xtYIvhnvosE6z/x+Czh2FlNCrtQkMmyRXPDmb0u5aFGXMX/21Dv/on59TVAbT05JOL8MJbB782QVVZSNthZaCrMqZZEAlsauSjjawx3Pe22kwqQxc1+LHT2Osfh/LssgsD7O/iROMyDKbytum851t1NGY0dMXKKtNPhzTvHOf8MkzsskLZMPF9utEp5ek0yWG5eEi8Q/eZ3r3t5G/2kBMUuTv/ymiWcfqeRimic5jgsJk8fABVs3FCBziyZIzNcI1CuqlQUu2qXROrkoatsN7/X2Wccb3Tg7xnC5f77zNH08+pli7Q17x7IZtXStkLMvCsE3yKL5mz1dWMJpKrc3B1qYT11Ol64XiKhHp1aQp15df/VusjcLmeUZoaEZJRn2zRxJKKsdBSIM809hjRR5rpOmhyNHaZ2Q1sRstnh8OaG56NNw6uR8AOTJJ0f9f6v7kWZYsz+/DPj7PHvN053vfnHNW1tBVherqAdUAQQIgCJAgRUpaUMadNvoDJC2khVbaQEYZZTAZCBkFECBBNrobjZ4ru6asyqysfPnmd9+dp5gjfJ5di5cNQCJZoKlltNKxCAsPj+PHYxOfOPY95/f95jrTmxzdrVFLCbKKcrzCaOtU2RhvfIpVq8iJhFCuEbSMuQ7B/Jwty0ZvJDiDlEgTae77PPhmk+/+/gqtWdDUBZSGiNbRODyvWFsN5J7B7FIkzWQ6gxGrmxWiYWK8u0lkmHiTmLxQufBCtFaTkTLGCC9w2gFWo8AYJwiBRR8Qpwr7dYdTrc9amaFWOX5VEV2P0XoqckNlPQuRui2Cy5ds7L3P2HW4ul4iGE2kOibKPVRJQRVaWG5COlsg6RFivkbMdQ52twjSFLWoEOKSqEzQuz2yZYDgK0hFynCocpTOKchJoxxV1NG6d5BQUKUZjz98Sf8vj9iw7uO2KvzrBlu/+lcZ/+gfkocKq9CnvBF4Y2uLKz8nDnwEWaLQLKQ4Q5QEZEkiKXN+6Ve/xYufnHL4/CVZGmFmAqbWhiDn8rOSjZ5LLU05Pn1Gt9uncnp8PPmc+w/2CSQFSRcQZzNcq02nOie/9xZHHLKaXFFlOS3F5jryKWUBxdCp1wVaQ+A0WqGoImp2Q5SKvPvtr+JnCsmzMUthzXEk8m3xPVqmzei9Pp8uD9HFNnduFwRnRwS2S7eWODsdIzVM1OYmF9cnbJgGVemTGA08bUlewDRYva4SbuRUQkRheFR2iWU3wbVZXB0Rh23CYIKtKjiORRYEFFINhYJTtLlzdp/xYkFmgywUvFw/JJfmaP0BitJmkicYSUDtpmCquNUAuQqI/RBdkvGuFjycPebg3vt8+icn9L71DabOiAv+/yBmT5NkylhGkEvETCFcVGiZSbksae+1uV5mtJoah0cp/a6G3RVoD2RsXWN6WbBaF0iqhikKXF1l9BsGbaFGLmvElUi+TmgPRbJ1grKENEtRDvYod/cQbY3o00M0W2F5fIyEhSbaZHmOtt8nubgmXM9JhRpZqciWS6Z1BLFAGCU4JmR1Qt/tM/nRZ6TjJXJeUMzmlFaLUkipPI94HaIhoZcSgeyQ2QphmqKFMKg3KZLXP1pJNNlXu8hFyYuxT5GqbAh7HJfnZILA6+yk1zAWRfH1DF2UoK6R6tfRemVSvPZl/0KqKcvyXyy+/plWL30R9vEvw65fSzfln9kPwGuv9X9l65bwRTpTLVa4wwHXy4TKaiHujpATEfGsRqkjalFiWcoI223yWkMa7JIHIZlqU6YlcrOBH6eQRzStGmfQYF3Z1C8q0vkcCYF0ucTyBBqJTsODdZGRLiZIgorbGKBkCnE0J810RE3F0kRsR0czIkpBJFRKnh16dAYKRZ2gbWl4usGiMeJ4XDHPXaJJSoGMVDTIEg1pY4NwEqGmDjkm/myB4ThUZoUXKKzTmoGlY4s33DVSzH4A+gnFdE1+KSJ6MXJbxbVdzLhBUQVIRoK1VijFkum4wBIkOoNNjsKSmg3W0wtqo8ZstxAmMQkV48tzRMWn9HI0I6MoJOxNFzlZUy5WCLpOpZQ0KgVvOmV4a4/xZ9fYwzZi08YtRZ48/pyma3H79g47cpur1TWrbIogRDz+k58hfdBgq2PRryTiLMfPHAo7Y9Db5vLwCEm3SKoEURGohJo6/kLGKzN0SeesMvjWhYRp32f61pv84LPPSOqKm4lPy1FR7JxPnvyMeRTTcrt8yb7NYjwjjQWeX1zSfesNdu7L1NI9Tq+WiG9scv37n6GIEpbjIKUJp8EFyAWu2sEUHabxAqNf0zmrGQdjGnceMOr1WI4Tyu0B5nbE9PkNVZ1TP12yMiSsRsSBaHN762sEh8+5LOZs3pW5mcUYucfFlUcQJmiSyM38gkq0aJgOnhBTdDskoYRyx+by+ggmMs5WD9mvkRQNSZCoUw3VS5EyhWBxTSVINLtd2nUPNVXY9/bQnxQoYs12e4do5qHLLkGdYos9/ELBCQvsRpezy0ts3SCzGlSuzeLiMYqqUUtQVBVVXJKceCyzP+TNf+/fY/0o/Llc/YWAe1UKlKlA12ogVRLzeYorbSBmBflRwe+entAYCgxGBnGRMJtn2B2XOKs5vIopM412U0IrKqyiwfy4xjSgljMMo6KiBLlgtS7ZMkxuEg+pnpN6CiQW3vkC0XIQNIP0xSvq7h3k7pDy9JIqiSjnK7S2SxXJGGFEcn0GgoBSaxjNHuawgxcVCOKaYnlCoTkIaknonaFZJqUmIdgq8dpD0hsEdY5Fhqu10Z2CIK8Y1l0Gkskiu2ZVzukqbY5nY5Z1TMvRuaiOWAoxwhezavmL9CQBKPP8XzrAlV8UGn0hoRTFa+tfQfizPNTXwK/hi7Sk13LM6z5/ZmfAFwlNfzao8MXjtf5uNXTuvtlimXrUco2/ShB1A6llIyc18SxF7YtISgrIVFlE5qXo/SapkOLoKUWaIvRtqrJi/vIGe+8O9Cyk2kA788nnl6yKhIa0S0veRq91Gu4t+o02l+kY1bSIFyGhklBUKU0zJRVlYidHPaho3hlydRWgjEzM5oijZUim93h55jApNYLEIFtHgErDN/AnFXlfx1IGRNcpxrCDZreQUUnGHpIoIMsO3mTNWrIw9yparRsicYzZWbO7PWTy6JxirTF7JCP2Q+51dyByWKkBszRCG20SJh76UGHvmzbLuY+UuZTNEn25JBQrKknD92vM/oiRneCFBVkaouUdpsETKlsh9mNM06SSVZyGxKvHT9jd34JCwVvccHoyoeXKtLs2I3sbpdOhCjz02iApPAKrJm0miEkfszI5/Pghc6754N1vEGsVi5Nz8rKgY/dYBHMQZEy1RnR0tjbu8EwMaOs6y1aO+EHFLe8Bnzx8Ti3nSAYEcsXhzRU7wwbFTEAWHP7ZZ7/HB994h512h6P1jJM//YgP/u1/i8vjjNt1yWq5YJSJnBY5aV7RHzaIo4zIT0mNFS29hSwVzOc+1/ECR1f59q98g9CvCP0TpouAxfUVl/MxqqhyvH6BnBooUpfJPKCIP+KXt0Zona/RYMXSXzF6UyZorVk8SpBFHQyF6eEJ5gctGrvvEfUHJN//LWxFZ/tX3kVz4eTHL6mIKMMYS2oRryfY6SYH0i5X2hLVklhnCQ1bp25avCiXjOwU0fS59eUOP/14iehFtI07dJ23OI4u8RsS0zpmrSmogyFL/4QwWlOKClZakiUheVXSzxwaUs31cow0ixhtPf+5XP3Xwl0QBB34ENC+6P+P67r+3wmCsA/8A6ADfAL8z+u6zgRB0ID/HPgAmAN/u67rk593jzSHZraHGdWv/c5zDbNsIMU6fjJFtSy6gszVYoUvCBitBp8+KzDVgv6uzupaZjwrUeQap5+RxDmaoCNJNSmQJRXKSkdKKy4nU7ShQ6NcUeQK65WH6rpY3R7XT05R3CGhOiNfLlElE3trB0WqUYM5gZCR5BEbbY1lISEWKiAhdu6Q5XOKwkMwBCotospD6qZGVmQIuoWkNFFEmdpxKf2UWsqJooi6LiidgpfBFUZ1lwN9l77a4lV0iIrJbbmNisDSXrHMI/5st/nrytIvZuN1TS1JXzg7vvahqeov5K76Cyj/K9JK+YUU82dhHeIXo9bUX+RlfCHPIFILNaJYIVQStVSjOzpf+2v7tEYF8+OS4TsPGE8jRFFD7ytUk5pazDEUAaFKkasc7+yGltkluEmocpWyZ2PsD1mdXxONY4QkIn92TG/4FkpREAczzEqgthW8aE3hKigLcJQ+eD5dUUUSIvqdBqI+J7nlYeyHFFZBLWeYA5GpYOIf3GW2rljeSOTKLQJ/SOWb1FGJEifoCxMxEDFFHXEdoZ4p5KaAKnaQTjSUVKHKctrCBmkYEA8smMvoqs11oHPWcunubdKwrti6HjN8q8f4JEafROjagCQqic597Pd3mF19gi1JWLWBofd58odTTEOmvy0yO/ER5QZpeU2v1aWWQq68FS3dIUoVYi2lSC4RHQWlkrA1HVXVWMYzCDOENKWWE1Il5MWrMWVccGtnSKJZfOXeuyyClOjVHLNrUtctxv4lL5++4u3Bm5ysZxQdh683tpmfTMAbU2Q1ii4RximioiBIEqWgIeYidnOAmntUJwXzcAvXzqFMUeQKp9NluYoIwyW6IzKepyimxeraY514/Le/+8/5jW9/nZ2t91mVBVaZYEtXyIGNJm2wuw06Qz5/9hkLz6cpWditPnVV4tcRiAoqNaO9LlnqsBUMuGldk5QdPshi/lkRIdQ1ilBy4y+5dXCAn8mEQcXJ9Qu0QcHG8B5Z+wFv1dckBz3CPZv19Hs0GyK1pZMfX/Dk0VNu771Pp6OhSxn+ckHy2RTrg1u0/uZ30H7zDyjmC/LlgmZTZnL4hFhwGXa2iNUcxzaRrA2yxQ2lpfDQuubdbkkrrMmXCnqqMXAPWMYVmtbHV3zC4AJ5r8v0Vhv/5RirZzBb3SCIFYmU0JQcSjFhHK4JyhLlYs15+ec3DkuBX6vrOhAEQQG+JwjCPwP+N8D/ua7rfyAIwv8V+I+B//SL12Vd17cFQfj3gf8T8Ld/3g3qCvR0SLReIpsZcq4SiAk9U2O6XoKkcXOaILVUpDhhnXqUak3iK+RpTRjBapWTRhlbAw1Lf71nta0pFFWO66polYDmCnyw65LUOnGSMg2WaJpF/26P2bxC3x4h6E2Kq0vK8QRx+z6151POjzEME0lOqB0HSzCIzpbojkW8McBrK+jde5STCyR/SlVklFVClaWIpgtljKBplJmKVNRkcUgsmLi6SZ1krPMZHaeFUFhEecmWNGTDaBKS49VrXhWfs5k2ucomqIL8WhMXBSQZijx/DfUv9rrXtYAhSsiKTIVEnEXU1b/0lKkBqShRBAHL0Oh3LDSjIooyxsucvCpJqxpZEmhtN9h+54DlOuLq0RVOz+D+N/Yp64ij04TVsiA7mqKJGQUimagj1CqSoZPmFf7MR64EtGaD1WxJKJWoG3sEbpuwNim0EmtLgdCjWq8QpJRCirA2h4jzCkGs6EkGZZXREmxsQWNWnaPrEiQJslIgKDn2yKNqxMzzBNW2KK0uS3vETNjgQraJ+9vkPznDFQYo8xonFClvLrGXKhtGj3y1xMpVRFEkc32qYIxkl4i1iKumaJJNFbrE4wjXbJLFIbPLgpv2NhedAYuNMZr9A8LT5/S7B9Sfr7icRGzfukO3+warcU44T7AVCdPaolU2WIQpuiaxKppknRp/GuLaI2yrYh2nxF5Au9mkWvtsNBSmN5dQGzTEJr6asI5XSC2N1HsdHIEXEXsxagnu8BZJlXJ3awstbbGsT5nVF4waKpdLhaSUOXr5nD+5/Yc8+PI3sKwW14+mDPpNksttOp0p62xNkiZUBVS1TpUFvL3VJw0v+PL7Ozw9qyibCRwWDEYmm7d3OHlxRp7kGLqKJmukaYFeVrRNAUXVWHkV14sQQ7zgttZEX53S2XiDJ2VMFcFFAdvuBmlzzsn1K3wCnIaCJIgUkoCmNkkUiW3dQRreJ52B2xsRz3NeRh6yaaIJKrdGAzTb5Se/8yc0dvdoDftsNg2eH9+gRTrpewK7SwcRlc7znL7aYedv3CcZ11ydXbJ8cczk4x8hlO/w5n/wb1Frc5bHl7x6Oac5KMkmK9aPjlBEnUbvgO7tLmIYEZcZom4jhBDUK7qawWLhYe5XWPmQ5WwTt654UXzCg84m/b3bHJUX+K9+QjQ/R7JaaOmA5rDH8tlL6rIk9FeItUyn2UKVIh4vrhm2mjx69l2+1P/Snw/u9es69z9bllW+eNbArwH/sy/O/z3gf/8F3P/6F8cA/xj4O4IgCPW/SHX47/kSgkxcJJRVSkPVKIQCU1bISbEtDVkWUTWQJYOMksArUFsVkiEhCwpBGCELAqKsUxcysVjTbpZ4sxxFl1EbIlGRMI9TFE8glyU0ocCKKvKoQBZV8hdLsBvovW0YCpg7feLLG7IoomHblO0tzCDAz1ImpkksTkEOyMQF5bymyiMiz8NqO1imzfLpU4x2k0K3EIOUukgxhhvgpyhdDT0Gd7iHoAfIK5l6XSIJTabemJfRBX/T/EtkWQlyztf6O3wcPeS70U+pxRIRmVqsyYv8tXb+rwRsOLrGbreLl+T0mj3qYMGFtyRLKrI6p6/bNG2L290GlVgjCTWdvsxpELI5zDEbENYQyBL9e22upnN6t7dRmg2aLZm0iljdxJDkSLpG4fkYXZdkEZKnOe39DaKwZB1mlLWOpFa09hpEzzySpY/VUUh1E8sSKdQ2yC7CvEWeaSSXCc3GLlWZoLUENFHHmuUo3poizdEUh61uSVBGtJo1ibmkbATESoZnq0wDkxyHet3DS5r4QovQ69FW79LJhzROYkazGvnmCqtwME2Pyn6EfHtGroUsKp+GXKGqGrWco7dASmXiWkRbDunHOl6uUgUqtiDQvdFJ/zThZLvgs+4ezu4B+sUNu/dcwuych0++zwduRbv3NkPpNkk8QRAUzsII8/4eN+dn2IZFvfBpDHpYislAtwgPn7IaT7FEA0NvEo8XCJg0dZl+S2X67Ay9bbNa+cRJjiJrTL0U38vpNIdE6znoFaVjcOROkC2Lb3/tDT7++BV9u4k/DyiEgse/+wltscX7+5uog68QFiU/evEhuQBtt4fZcMnmc5Z5/HohV4RhvYPi9Rk2BTbKGkcE1X+b3XuvOH58iSXByNmitjQm/gmilTEc7ZNdXNEwBC4vrjBEl21L5tNPYhqfOQzvuMhFjaVs4wO520JZdll5r6gCgZHWRs5hYyhT2gaZnzGwSzrdhLpUMV0DMfO5ETWsRouq3+dWb4urswXTw5dMzo5pdxt0GjKTwwX+qMOyOUKPpxj3TL56722SyZSQJdvv9RBQmR4dU+VrwvQt+t/cJFFtWkqK+vSQ7s7XWPzwFVWRUAoxtaSQJh5N20BXqtfBabVHVIkIBpjFNrbRoaGrvLDGrydguY4uV2xtGKzLPovnOeLRAiE+plZUpEJEjATKWECQazaM25RBxCpb4Aoul5dLmtOfH9bxP0pzFwRB4rX0chv4vwCvgFVd18UXXS6AzS+ON4FzgLquC0EQ1ryWbmb/H2P+J8B/AmCLJtNkSiZ4SKrDZtvENWRWSUlLM+g2G8zqKcuVh6rU/I1v9VkUPnEt8tnTAKOsAAVFlmk7FrH/2k9ddipiIcHXauyBSHkJJTplAlkq4Hsxsq0wHYdYDw7IO1usL9eIiwSlaWHe3kIU56RBheQOmFcSWUNFUkWSm2tEuaY6u0AdhpgtHceyKPwA19BQbw/IK5soEyhqCM9nqKjYzg4SFdH1S9bZNS2jT5bpyLrB6XTCA3MLKTfxk5JAXDKoetShzmF1znUwJi1zhLp8beIuVK8llC8820VB5b3eA7JYICk89KCkqbkc7Lo0aRBLAVtun+nKZxKE5PJrEzTVblOWCdQrKAUEpabbbeHdpIhJxmR5QmPQZ+rF5KUAhQylSMe1EA2D9fUCpArJsQnSCnGwiS6K5H5EGXksii7lxhZleoEZRQh1ROKDMtwnm6YYU4VReAs7TolWazRJofbnqFqKIKnM6yVbG03mq1coSoBipVgbEc37M86SDHHD5apsMi4MatkhuqqIZAPV7rHpjWherdlcOXTGFd15QF0G5J0LGJwxelCj3LomcDIG7YoKjTgX8WKJwm6wmKwpwphyfsZGIuPWJXFTxRX79Bc9tqcO5sok/dJdFgOL5NYNyfgVwiJhZ6OBrkM+GXNLGXJ9syQ96BPGF6Tfv6DTcMkbMA1T3n73bdxCwUpk0ugT8qom8EOG/V2i8JJgnZEvVJbJDX4tQGaynszZ39/m8vSSuIwRaokwWCJpArPA43pyyv7GFoOGiLBxi9lzlVf+MyQ5oWfbLL2Q5588ZGc0pNhYMJ3NCCWPhuriBwENWcTZ3qCrCpy+OmERVxSzEwZKh773LisKtFWBEAnMPo7QJYVbGw+Ik5Dl7IKsTDG0Acs8JBVr2v0OVVXjeVPOIx1BsgjzE1ZhSmfU5P473wQtJ/qpTLTtcv6ZhBxVLFcJv+5+mcI851ROwdIpHI2g4XB1END0Zc5PM5JgzSr36YgVxpcOuJWkvHz6mKyqOD26YiUoyFZM+5MmjQOFkXULp+Xirb+HywJ9c5s7GwmiscXmb3wd7/Pv4U+OOfvnV8gtlUazg7FsIl5YmPI2UTIhqyr6msq6htnNhJ3BDnZvRG9vlxcPPyNUUqyeSU/WEK5PSC9vsDSLlpdQtrfY3AkQ33JoWH8R6aOSy8kFYTmnJasoWBSOzmp2Rji7YWUUaGaJrOXEecDp7/3Bnx/u9euAzfcEQWgC/wS4/z/mun/NmP8Z8J8BjNRubYjQ0tvstxtchddstHZ4vnqO06oQXRXHKvHSktk4Y9QyOWhKBKnG4bMI19JYrAtECvxZQqM5pIo90NZoco2sQlGIxInE0s/Zu9UlUwtUrSb3CxquydgL0IYSze0e0fqS2ssoihq815YFcR4hdjsokkAtFjhf+oBqscBSLao4ZPrdH2KIJnJLYjGpQcpx6jl2/w5hnaNv9EB1KVch8iSi29xCMpuIpY5uNiDKMe0O2qpB1+zzMHjGLaVNIM+R0fho8ox57oEkIAlfVJpS/795sKuCwBvuPqrY4ioY4woCsp2QCVO2BzavrnyWScQ4XbDIcsQqZ8tq0Mok6lJkrUpQZZilTLwOUOWUVKrpbbnkVYGGhGaZrPwFlquxmHnouk9zaJGWEqmskUclgiZTyRKZ3qXSR0RRjayrGLfvs0aDlUl5mVA9n7ClDhmtOwhHF6hxSF8w6Rg9rhOPohRoVwYtJyOLr9HdNe7GNVsjnVVzgnDPIJo0eB46rJwDko5M5tdkGwdIzi7GOTTHGs2zGV2vop+UJOYJ0ehzAmtFo52zUALO5xlFcwv/umaa2iRmF3+coe31qboOtjvBbo6ZJgWWLuNbK6wOdOev6Jwdcfdkk1efBmQnFWq3y7Jhs/FeB8PKUG6mGJdTrJtNGtUO5y9Cio5Ja6uHLc4IQxtptEUxu2AtSYhfucvskYOwUNB2O+R7Dv5FjqyCVMnEfsZiMSHxI7Ii4XwyZh17NDUXR3Pwsxl5LpKHKY9++JgP7r3NfG5jqR1SN2J17VNJMjkyVrNNHM/57OlPeRDs4ypNIt9HsEp6203alolqSTx++pg0KRFUH9ttkFVNiqDB7hiyvGK8XuF4m+z3Qqbzc9Z5gqJW9DcHrIIIQaxxmxqrxYqmYlEVFVdyipB79F2X1BA5Xxyjf55x784HfPvbB/xoZnH+8ggpEVlHa5ZWiByL9BSDcZZweXNI69ffwohcpsYI9Uslo49+xs0yRFwl5CcZO9Z7pB80KMczvLlHVJU4dszk4icEXpu0OuNX3t4jepHhfkPn/Ccps4VAYzNj8KbPH57FuH2N4++doBQ5XgSb21/nfv01TtYFQi3guiZevMTZauOsDBY3E5KoQS4FxKnM3taQt99dUS8UIkdkcTjFEAwUo2Z6Z8bsKuD9V1368h6v+s94djrGqXUGGztc6RnT8IS2abLfvE8RrrhMLrleXbFlbBKI/z/cClnX9UoQhD8Gvg40BUGQv5i9bwGXX3S7BLaBC0EQZKDB64XVn9tsU2GczxnkMm5D59VyzLBrkekeV8kELwmRWjnrOuMf/XCO2xAovBlpKKGisuFaBFGKQIWh+cRhiqzVtHsGga2TtDsoyZKdoYTbrMkMBakh8eJzj433BzQaPY4/fEFl9kDMqUsBoTAxdu+yevIStS2iNJvUlkk9W5LkPpKhM1+OMS0TSZcpJ2Nsq4MhC4RBwioqsepTStHEaA4JvTWVYWLc3cF7dc0oF1HW8WvL3EqjqmtOy2PMMuW22GTJGkky6MsO/9s3/hf83YnGH40/Z5Z5XyQw1Yji64BpsRbp6i79sEez3MCsDE7jQ6LIx7VMvnd4w8BVEEs4XqzRLGg3dHZ3+9TCgmi2RjRzSgF0DTJiRL2i32qRKRkXT+as5iVGz0aXRCI/RnObSFZFKUlUpYykaCiDPlmakqwSwmWGsrGD4LTIggrb2ERKZbQIuqpBu7CxlgXR8XOUqY9RJWTckCYz3nEcCiDOE/JaQZZi6o0rNj7wqJoBC1llUThcKR2mVo9l2EQQVChlbDapjjMaS5W+V9EMoFgfMe9MwfBx72aE2YKpDaVScx0PWZ5v4/sCWS6QWF0kd4PFuELvbTKX7hKvj+m8tYdkCcitJ3RHJnr4OV8tLhh+/5Snv/0YzbrFUHgAsUS8aHBy9BmZcc23PyjhSESe3WWnusVFd83n8485uGsxEaa8fec+1XLBi8+eUSUxB27BD4sMp9Ejn5wTBCm6obDy5qzWHraq43lrBKFiNUtRRQ1BqfCECHSRnc6AV8cXpGXOn373R7z7na8SXabIkkNfFtE7LfIcLEvHX+ccffqS6fEMWXZI8ort3gZ7gz4KGkm5JFhmZFFJWvjstHPOXlyytb3BTbPmMPYY3Av45p1f5cVDg8Pr30aVFdptF9W0SMOQzW6Xva0On56fc/LknG6jB6WEX63IVkv21T4bXYPnZ5cEicLbvsyv3+uwvNXj5ckSKam5CufcX2wQFHP6sgBlif/pR6gbIwRrm694Nh9iUhUFSBrrp1Puf30b7cUtLkuB7daA86tTwmmOIlbcLFIqXeT3E4GDr9/lqf+MyZOY4V/9KvKgJAzOEOOYuv8m/d/4MuuPfkJw9gln/o/p3B7iRzMkKae4maKoAkpdIwolom1ShAsubnLMjoV7Z4Rk9znvSQTjAHnDJbhZs9SueP/RGPHyy+j6Jj94W+Pljz9kFV4yjpb40TGCKmIqApa7yUF9wNagzYvpJWeLFxSbm6zyP+dWSEEQekD+BdgN4Du8XiT9Y+Bv8XrHzP8S+G+/uOQ3v3j/wy8+/6Ofp7cDlHJFIHskWcTL+AY7F7FNBcqKMsvZ323wcByyTGqaLZVFmiALMo2GTTMVWOUZmZhRkLF7G5J8SXdfJ/FBsyRenCcokkAoiLgHTeo6Ir+J6LfgNIm5/ONPUPc3sYuM5fmc9rtfYvL4iq2/+G+QTn2EWiEJF6Q315SqTnp+SS3kyEJFuVoQVDdQZ1RFgloqmLaGJjt4kYcUFVSGxGq5oLt7izIviLMcbdSBmcSeeYtyvcRTPVIlQlBKwjrFqtrcKreoxCmxPmPHNflfd/4ye86A/+LV97iM56+TlqqamgpVVPjm1ts0FRjZFmW95iqD0itwxCZ+HnM9XbPf0dl2HXzJIyp9jqMTzGZG5QRsbCokpUKa1wixRK2p+IsMwTWpVQmzpZJ5KUbLQGs4ZJVElmvk6hBJrqlUDTkN6Q8tpsjItkvUHSKkFrqo4KwMxGXBqB5gZjJDsU2/1qmRkaRLFDllwgsE1WeR+TR1A9UoaYsFrbdCvK0UhgI3okw13GDpmUyKHYpiiJRaqIWOXhpYhwLm8RI1jdA9GSny0dQpujGl7KbMq2uqoUxSuWS1gKe2qNMGcRgSB6DnBixDGqMtxJ9lyKLCjvMXCJ4alHZBHNZcegHTxn0KYprNl3zz2yZPnz4hPcrYGm4Sv/FXOVkL/IwN1urn3Ln3kvtND/ulRBaW9A/uEvV7fKm/ptVNUc0hUuXw4+//AV/+6nf4/HjF7MU1RhVQBjmnV2N0SUCWNYr0dYn7nXu3OTp7hSLI1ElOo9vC7O2ymF++tpnIS148O6Rt9Nh6+z5JGdK5/4CRKPLq8SOmyQrbbaDpFuPxGXkwZbA74v2vf42sFPEfPcVLY2q5xu6ahKuYeBUibiw5Xx8Stt4i22pyI06JhTEPbm3x8KjDyXqK6FmE1yfYjk1p2Nx76+ucBHOOpQTZqkmCCkuXiRYlVSRyeRlwMR9ThypO2ECZbTNw7nAp/wC9KxEu5zTnbxGsQsr7Pn6e0gttzJOarxxkdCqPR7mMWoj40xXzt25Ycsq7gyYDdUhbeEDseRwtrzEsEUktKCcpR94LOiLUTZ+vvtvCLm54fDnm7DLAtipI50i5i3lnCzGvcZp9zuIrMqNEllT8KEQNc0pZRRQFus6QSszwswjD3WT0dpdcDSmWbRreLsn4E6ogxl8fMXm4jz1UeZrHvHj+jP4738KfXHJx+MeEeYim2DilxsDdYqD0Ocx8TNHCwSAr1lz5f/597iPg732hu4vAf1nX9W8JgvAE+AeCIPwfgE+Bv/tF/78L/H1BEA6BBfDv/+tuUJYZpqKSmSoCBRUyY2+JoDhokspklmPKBplQILg1QVFxNc0pFAVZKzHtkmHf4GYc4g4tTh5GtNoiq1Tl4jzlelFQxxPkToP4usLIa8SoYh5ndHcbXB+vSD71kG2HQbPBwJxjv+mwCF7gfvXLCK0h2sKHJGL18jFWbwCailBEKE6T4vqMIinRD3ZIFYFZXiGsV2hOiyBNafXa0HCRkKgaPaqbgJg1Yhny2J/hJgK1n9HWe4R5xLUw56P6CY7aQC0rXnovOVk+4d5Gg//47q9wWxvx3ekznvrnXCYT1nnEt9rv8Y6+C2nFijPm6g1+smQkdtFyhSKp6bQNcjHk9oHOtZ+yTCuCImI2CWl2RAYbKmfjAsd2uV4HKIWGF6bIdcTWQQuv1rj4+BxraDMXLASjTSEqZN3bLD55SPvONtqGQoxPqAjUu29gtG9TPnxFcTnBdNqM2KATKrTLJkpWkF1fEa9PCKIzdpUuDzo7dIclcZ7SsDSW2imlmzBlSZ6mxJ6A3xtxOHPwWvfw2Sc/V+ksbfqnBdbpkkYk0PcEUBNqeYWhxuTqFXEzBq2ksm0WucQi1Klsh7mwSaHsIIoJraGNvJIxco3Nh00O5i7COsSxLC47CYUO0VzjZJRxeqvNTzsP2GxIHChX3N/JaEyPsQ8t/sn/87/hvTd/g6vdt7lp99lU/4D0YEKQ/gHOfAfl8ztIQc7CmSFbAZv6r9A/6ON8lrOYfcbmVovp2YT5espyFZKXOaIkIVY5lmuw/8ZXmB1fIGYCiiUgiTr9RoPJ+oayDHAtG0FSiIuAWbXi63cNmobB+asVZVmyf3eXi48fYtkC4drHNFVU0eHBaIumJRNVCy6SSz57dYpi6Jiyhr5tIw11/DLg7PxH3GsatCyb0eVLumgsgbtvjJg/X7GcXaKoErkQo+Ue1qXPu/nbvKyfUksFpgqzSYySVXQGuyxWxyz9GK2c8awq8d0X9Fv3MfQG/nqKbVYs1Zfkc4n0SY3ec+lGPfbbLQ7vWHzySsYvLui1+pz5E6rPIhpBm72WRFIvEHOTX937i5yu/wuEWkXXXVJBI7y65CEv2L+3SeNLTdqtNe1SYHkjkyoWha5j6An5NMa6/xZ22CJLjlAaLv2DPbTFktXZOXkZozcarMslPaOFGUvk4ZK9pkXbyzCvrllpEaYLrabM0FERGgNeZidkb9yluio4Oj+mMDRKVaGoM/RawDV7ZAsJ550O/UkNfolBi8KvMbX0zwf3uq4fAv+dmO26ro+Ar/73nE+Af/dfN+6/2gxF4U6jyyeLBdN4TVxljJo26zhELEqWaUmhF7RGOqUUsHMAuaDw6kmA7FhYjsn52CNO4OimhqaNvy5YxwJloaAaBh4iTqfF6tEJhVSxdcfl/GSJa5a4TRndMLm+CDC0mOJFRan3GbUMVp/9iDRxKaQm2eFPwfMoZQWpMaLKX1ePiQ0HpddDH1kYRUzsR1RliqSXlKsVNy8+QR1to9/fQSkz0ihAFisCISPMPMZLj745fK1zlwlJuabRaPPP/e+yX/V4GB4jyAXGKuJWY8W/s/U1vt55gxfBOZ60wotj+uqAw+U1qzJhWWScVwuu8jmmoZMlMbolgFQR1SVKCVWmYKtg6jVJViNpoLfg9laTeWrglCLjG9jc7iOoKVGqslrnNA+65EVCc3vAPNaJYwPLfcDOd76B7JoEJ39ErjcpopDycExZB5ixQm/nHVoTnd5KobkouOOpkBaQCUyzim39NrfNHRLtJXk9wxkFNA5uMMWUJ9c3zOoZrqMwrQSeRxbL9i2uJzbFdYx9XmKOUzYmLv1TjU1FRJWX4K45qw+xHZPE8NAfCKRlyThMiZsGM9kma27guAeslyVCJmEITYaewM6syYNZh/ayxPcvaRs57uWSTG+zzGPC+QJjqrLqtDg5uMfq3i7f2jhnLzvmrQcLkv865r/53b/H4OSvEP7qPj/b/BJq/5CN2xfccUzU1GCZJFzsbJFcmRRGyrPkmFk8p6t0WI5P8Lw13sojSUsUXUMzLTb3Nhm5Fp8/f8hqtaLdGEKR43Z0YqVmNY5oGwqdnQ5n4xlaLdMzTXQzI+33uW3b/OTTQyaXIa5lo6U5SmURKQVbtzcQd7eIzBay5BPlIUpVsJhMaN7ZYrDRoqs2yNYqn198RiS2+Ov1t9DCd/mRIiPeKxjZEe71M4JFjSpDtIhRU504t+iVPbr1LrPZNXEY01Bcvv7Be5xGY/KkRKgE5ukaTZZJny7Q72e0xJK4tGjSxxgqBISoa5l76z3CXs7NBwnyiUx7EvFlZ4t4OWOqXDDNa25WF8zcezidBheTH3H3zj72WZc6SzAlBbO9yfLmlOVkTHt3xFMv4O7Q5eWnNaoBWw+avPpsTWXkVF5E75196h9cE/shQhwz+fxTBhsN3np/m1WUMTmZIzSapLWCXUvEpUY5KVglDbJ+yqwZEa0ibu22SNcBe5sZ8rDBJ/4FI/c26/eaLGaH6IaDUegk6WuJaWRsUAsBo6ZBr+5SixVrb8p+f5/Pefn/Pdz/p2hVLVBJFffaW9zmgKfBU94eDMgigZP1HMdR2WjpaIrHX/sbAxobIZOlyD9+qTA5K1E2Am7fkzB0natZiaGoLD2BOqupTYcoEJAbFkpRUWUp7maTTkfn8lhAUnTsTkm2WtNvQLshcTWeMjk/5Y3tFqcvz4kiEXt4G6UF4eUU1TapMgFZ08m9NaKr4b7/DnK/wfKPvo9QKBR5wa2+hZAlBHGBUgTopkKde0iyzOTlISISuqZgtxziOqGzf4fZqyNUdK6SG5q6xavlhxRSgJKF1MuEfPO1xj50bAx7yHEoUKhtLBrMswmlmxF6AVG4QBc1IrEkyhZQgIUEZcUySAnjjDxP0VULXVEwtQpNV7hZRugDh/2vbuCeS1wfTijSkqxKqAQdQdOAFEeriCtQmztQplSmQ3h1CYiEgo3QbCMKFo7uop9nlIuMRmqTX98wCDdoFRKpvyRTr+l0PDYbMn7xKbg+a21Mu5FztbqhlCvkdkGvJ3Pl5lwp26QHX2N8ViAxwBQtRq0et6cSG2FCWxBxxAli+5qoOWGrH5HqY8oip5JqZqrFlaGhuC71yiRdipSVT7msaCouW6cR21cKzs0JRXxNjUXDyhEaV8T1Z4w6bTazDm6Rc32SEoWbPHIHnGsz/iDXmTVhal2w/csR74Q15+e/T/VPW5R/6z2OsyVNzUcNO0yyKeZ+mzeaLRZJm/FIQ/jsEXmp4U0qsrBmtY4oagHNVHCbDWxL59Zom+vLCf5sjaapBNGMuhZoVBbR9ZQiCbEHt8iqkixMGY36vHVrk+2iIi+WjHfvsPijj1mMp0iCTCTXlOEUR9R49ysNol7M+UcP8ZM51xczBFlANjSCsOJbwy79XocySvjRSc5nn32f7XXON375TdoHfbKqSane4Zdn7/MPr3+AZdr0TI06rzjJrjCbA1qOjrdWyYSK/dYOjfk2ch0xSybIqkghCozTgL7jcnUZMvEyREvHF1LGfk5VlGy0Wkzkz2gre1jqewgXaxTDwHYt4taXmE4vmeclN+sZPzj9lJ3rJu79Ns99uD/8DY6iR3hxhDBdQpKBVJOMc67vdtg9DbFUk96oSdgrqNSQApnKNlg9fUEernB2Rhj1LbzHj/Cu1nxyeYXR7qPooJYplZJj9VromkMUqKjiOZuIfPhffYyzsFDWBtawx2ad0G3PuDnPuTpcMwoC/Pk1umJiixYtzaKnbOJICfPxDQIuW8YdLLHLz/JPCWLj53L1FwTuBc/mF3Rsjaba4FarS99sYgomD8x9xvmCz58fYjQ1fusf1WimhKbILJYpqiCSLkqKkUCU1qiSSJxk2N02c1VkegGiYSF4BWUW0m1ZdLsyq9mMWhLIRJMyWaKIMmmaokoSX/m6zsF9k4d/+j3EsMH+l+/ii0uy9RJVLrDbMpILYVFQx2uUno1+0CRtNLEe3CL44U+QGwb+KkGTJARXgDwhXy1oDhROJ49fe8HIDWpFx8tSLNflMDjHGbhkXkWhWizWAbJlY4gaxDqLPOdPj89Y9xJ22x1u8jEn+TVhUKJhcVpecRWvsAQDR5HAUlDNkoyaWjHQTQs5lkjCJYZUoAoSUiFgSy2qdczTH+VcX+vItyM6oxICg4O9Ho+vQqqmi6GZRJcrqkLAzMCt53hXP6NKxnjXr8hqEdVsIOs2he9hbw4Qi4I6iXFSFTWDRq0ixwlhekbH8LhpH5I75zR3YwQ/JRNjTpMLFFlnmUU47Zq0H+DuKizMBudPTGZXMeLmbfIbCeliTH4VYC93cVYBeXRFpZYsqyWJdkpnu0DUaiwr5dlcJHbbhLlNORGxW9skXoBWnGNFQ5S1D0JCszC5ZehYZkkinVE2IwJCamNC+OAlCho71S7bL0c8Pj+lmZuspB7x3Xf5QbTJqfwzvv3+S2wC+v9AQb8a8Oy7HrP3HH5W6Ug7Md2dOxhDB2Wpkgox1bMZ2mTN2/qIxVpG1TTcRhuplmk0de4cbPHo7JDjqzO8eI6sKchIDHot/Cxn7UeUZYnV6nE5ndFtjzi4vfna9lrchJ92Ee1rjj7/iGhVEiQClqRRyCWZGOMYKvM0pnt7i6f/5J8ijQO6G31mpYA0nWEOmqhbX6G+tUX+9I9p6xpnkxkfXn9KisADZYVuPaDRqvjBpYxUiYi1yFZng3vvOoj6Ed7TM/zohl6/h+VPcCqJgdDlyfSCZSAilAq2rGE2HNZpjC6GFEVFS9OwRYm0rGi0BRSxxNJl4mdjtkYpJ/Mxo1sbnP+ShjTrM/zofZbPvsfixqM5eJOjdMbwqM+mZSNkcBab2O+/x+LykFxUEKqI88uX+LM+ktlEUhVKZ5OTZ5dkgYnZM8mlDCXLyYsEQRPpDncxFxnx6pS8qKizCgUQFJ0yLRinE+7YG2yHfaTC4iIa0+AAtW+ShRc4vW2u6gF8PCE+OsHs7dHtGDCv+NyPMHWFkd6lrhJiKedV8Jy3dr6BGDZ5YL5Lyx3ixwF/9C+WOv+77RcC7ikZqe6h2W1GLYHFLOHzmyPKUuG2tYmBjVm1kMoEf5oxExK+/pUB2YscqoQ39lR2NiUWpzKKWJIpIlc3GVkqo8gCA7skD2NkVSOqJFaTgNbIpDesubkM2N5uolHQa3kkQUBTKRjua3jjFF2JGHDFs9NLFLEmqxLikzGSZmMe7CMOVarQRzx/RfnTmHQaILddoqM5krdE0AsyVUFzHJLlElG3sRURadBEUFsUaYG9t0vpBaQ3c2TNQrU0YtWib3dZXR7SkdqYaYpAyrPVhB8vDrnTcbmMpyyriPvNLTLxilkU0rZV7nUHXKyn9JwV/R4EucHjk4iybCGrJXWooAgu7+8NmWUTzoPXZl1RJGC1DFTNoCgl/KuIZEPBGDTIHQ3vOkdvu5RpQHB1Q6vlUGwO8DSTOgU5gyqOyLU2pjXCPI9ZL29wcxsxXRM8P+bd/G2MLMUuM2prTGuYYLUtpOaU9k7KMg0x0hV+s8BuJvhigbbtcCyYHKsHFPv75EafwtlFnsCg0LgXazi5Sl4ltA2FQD5G7YbEbsKpFzPVaqZLYPMuCTp1IZJgMV2kSJVAP9bhOmLTc9hONe41Q3bvX1A0bjhLJshWyWAQM7oVcLpICWMBuzQp4hW7ios1eQfrhcJl1yB49y+yGu7x/dWHVOe/w7/5lkgdbxDnW7wsQRnqPH++oBJF4m0X2X6EN1Hw5jFv3b/LameLi8pj8miGmWfsuzt4QsLu1i7NHYHUs7gM9rCFU64nl6zzGioJVVSR6gqRGtNQKeucu+8OmV16PD46QX+3pI4gP5pyc3HE9sE9/HWM2XexrQ3cFkwDF/93zpidjGmoLkGR4TRcttw36A4UlH6Cn31Okk4ZNS0uLldcrteEZzJGp8nUv2FdwupiDiK0Oy53brXZ1O4TRWs+9z6myjKimwl+tuKdQYvaHiMsU+ospS5rdM3CW4e4pkm0LqhlnUKWWQc5vUaB09EJJj5RtEapBc6CzxHvCESVir87oKoGtHZe0WKf65evuDg65O32Wxjvv8N4mZJ2S4RZQnJ6ysYHv0QeJyzOf0xDhsXPXnFcfZWh0OXljcBm621ot5lXJ6g7JsnxAkGDtlIQxzWRqmDoTZpuxXo8I6wFJK1Gk02qMCe2liw3MgRf4eTY4HqWMvIkrrw5jVnKljuncRv6D12eHj9i9I0dnDRm3zHpdUwWkxsM1WO1thj0etyMz7gtbrHyEmpZ52s7X+U/ffl//B/k6i8E3IuqJFV9UllD0BzutUekZcrxeM7TxRkDt0tc5QzCDUw1ZpylfO9DH1XSyYWIrZ6OuASrMriarQmKkKwQaJku4dJHMUoKR2OVVzitAUayIFjG+GGKmII3zwkWa/pWTbcp8evfrFhPE+Z9gToMuN2QqBKJy6sEbWgxfPMOL35yTjq5wWo61FKK/PhjxLqHnGaoCEgdEyUvWBIjiipiqUJkEZgj1toSUdBIwhWK0yZUUiS9Rh20iCLQFJU5S5qCxf7Wl1gtTlgIa7q5xk51l3FtczK5RFEcBLFElGoMSeZea4NSCJnGU25tWKidHMMqSeMWiW/iLWsqwSQXIgzZIV4VCKLMztBiHC6RC41o7ZErOd66TZZXVGlJJpWUcw8hf213MLozQhl7OAqI9Ro/sND7IzLPQ1JUojKho2/RiRVGchNjvEZfRGzHbbRVhJGUbDRMCkflsJ5RyQlSM2RcXxG3I4RGykRSMUYOc7HLWjRJ2ju8rO4wkQ+o0gpeJrQXOi0s5KmHneqEeUCs5tRGCo5PruREQoHZltCUNrEhcrXQyKMGtdrGDCzwPXKhZstoMJxe0FFOqPamrN+9IDbWhF5Jx3QJhAQvjck0iQqTqD4nc2y0WobLI+5dSww/zVgtKzyzwbjeRpnlOF+aIs3O2JkfELtf43r5p7QDqOo1nEwJjYLZk89odoY0b/UQw1205Suy/oBncY0lyIiNDf74h5/yK//Rt0kvGtTLa978lW0mR5/zo+ev2Oj1UJHxhSW9jo2wiJmnHucvJYoYriZPWa8v6Y02eefLt3l88piTw0cM9m9DWqA1RJSRzcnxCXISI+ptgqhEb7URD/o0unukHz5h/PyC88UR38xdNL1GQiLPS7xljCje4F8ZeEcXnH//ELc2sZUGltsm6mqMf5zx5d0POPIsPlp/RttUURwYz69I4ym9tk0qN8j8NQ4iulIRZjm7wyGX4zH+bA3GCKsuaVgaLdpYDZWeqFH0FNyGx3tHP+P6ZJOz5Zr3qzfYe7fNx5+94vHyMVH6FomeELk3RM2CnjlEXxhY7jZr5TPyPEWdLcg+/IRy6x126yFlNKHztU1iqYWzITK58onjnMnS5479BkIeci3Psescs2VSpBKx5yOkAj11C1eoCavHWM0NtOsMP/JoFhFvSHf5hvQmJ/PP8OZLbgt3CaSKxYtnpKlEU25h5RqjXp+HV8fsGxu87exwns4RlZxVdsNxdE55Jfxcrv5CwF0WRaKs5nQSEq/mDLU2Gx2Lb+11+O2Xz/GzBFHXWSc66axgGWrQqxEbMdubDa6ua56ceDTaK9ZxhupquLqKVKW0h02CqqbRMUgvZ8TjgEwScFoyd97VEaKU65sMu9Nmejhld19hvawQqSj9GlusENcR+90mWVjQ25QImDPcNphPI5J5RppEWLf2qac+bTEimVW0hlusp68NobIypRRqwjikJ3bQbt2nkFVUL4FaI1/6ZEWIUqQ0B7sEZ3PEoGRqNBg09mkmsG4KdPIerl+hlA5KrVPWPlmVsfIyTFNAFQsETWarb/DBQZder8PhYsrvPT8lz10W1Q1NzcTUNQy9RpRBNSqiPGWzZ2O4En4YE8o1nj9BG5p0vr6LMewTXI0RswT/0kMWU1q7G6xPZ4CPbmSsLw+p7BbycJ9m2ERaFwRnFwxXBsY8ZOQbbJc9OhVIzozI9TgtXhGzZjQQuREuULZ9tIHAMrdI6yZxe5vA7BFrLa7yFjN/ByEY4B57dGKVxqGHHda4hsV4cUpbhIwLzFZArK2R7oX0N5tcrmpWtFnKfSKtgVzJlK8y6lTDFBtsTnW2/Sldc03/3iX67WuKQUyl1Dj9mjxLUdSS1VmB07Io8phSypB3SuLrCq2pYi2v6T1q4S1cru9UPH3yQ4Zf3STaLlF6c25PS1a/e8L8DQt1s4lqHtO8VvjDzy5pt/tsFALGKQRKTJLJLEKFXmOHMlmjxDlJtOKf/d9/m43NTaRIZMf+Jlt/4ddYLBX0dsnV9ZySElMpSLWIftOi9GXEtMP+bo9ZeoZaSaSCweb9L/Hq6CWRIOHYQ/pbTU6enxBMQ+okQtdtnK02Vdfh4K0u3viU/fd18tUL4pNzNv7KXX70X4WkeUKtKnjxDUdPDJSuTFuSub1zmyJMaRomP/3ZY75ajOjdfhvx4YK/sNelnKiczcd8cnzN2WKOaalYiYIjazhdnbPVDau0xjBUDEEiTWJQBE4WNxiNIbVUcDwZs5O2GL1K2eIeZVmgSi1yqWJLd7CXNuHgA6qWQCj0kOoC30pJSp1czlitnqA0NXRbx9m5RXZ1g1kZRN4x7e421+EF++p7iD+KaG9WuNoYoVUzGWmk8YS5aCCYMbpkMDu7pi4FnM0RSbpENixUu6ZSfNAqFqsKT7qiEVX06yZf2niTZigT3EwYdQZ4YoHe7PH57BlX8RRdF4hKFVNTuKPs8H73TZJ1xGJ9htvSsG2dPeEuz9d/TlfI/ymaIMBmR8PBZTxZE2YhV5HBXrfBjt0hSGuyvEatE7oNmURyEOUQ07aY+itSGTojEUEo6dsWs7gkSlI0UUHSCtSmQzqfowg1RsMkzTIW4zVNx6BlCmxtq+RI5EEDuaXx4ffWOEqO25WIM4FwXpD5C/pdC9NJ6TR1pCJDQMMbh8xWOSt/iazpRD7gmqTpmNwoKSJwdwZUho6dlMSzC5RkTZVpxHGBu3uHujFElyTWjz8iPH5CmVaMBm8z2PsKq+uE1uYm1/mnlEbNIjtlN+sQFynbSh9TFMmEJY6ksN/oUboTDDUiiGKyG5nPzwLWKwnkiO1dFdXKmF3HyKJKqPioOkipiRBXXK4TpKFMrQhQJGxs9lDlmrNXN/SHLsXYw1DBX4ZcIZMqbUgqSg1UXUftbVIqLqovYoUyA3mD9eIx4XLCvfx99FokFnyQFsw4I7ZOKZpTZlqC1I8ZlymvHtcIQxOpq+MVMmvFJXDvcHVYE01qGpcTnBsVJfApHz2n71lUYYRTVThyTNi5Qd4a09vLKG4JvCprDpVtot2vMF62MSUD5YWPEUX0pD7SbMnm2QpHWdPp16hahZQbBOuQSKtZ1TGSkiNUGjtvuQixTCLmsFLoWgpKt0myb3ARl0h1irJtcZo9ZjU/5N3+b/CTx7/Le2YboXpMb32AKfWZdkPKnsbJ8xsc10SpHfRS5OPziAv9MeL+kPitIRvehNawye/93/6Q/a0Ovb5JGowZBzHf/eNTWo0H/NromzydPWT3q2/w9OJHzC9XZBTMb8Y03YKGFTMtYnq9If3BkOkzMKIm3/7gO4zzhGkQMn8S0Aza5EUAEnQ2RrjNEcM7uzjZGY8vl1zIMyxBp2mrHJ5ck4UBraZGnBbkaY5atPh6bPFifclheIqCzsmrMXki8Nniu3SHu3zb/QZdsYVrvsHz/CH/j8O/j2Uq6GqKkrn8yvZtFtmUF8kxWenz9ru/xOHxFWEcg6xRKBXnaUZZpNiWwTyKeXEsso6eYHeH6J2ESp4zsguGb7g8Wh3z5o7GGom6WdIoFRbdfdr7IovlKy6e/4Cd936JcOLQNVUMy6Xx5h7Om/eYfz7lbLGiLaZoHoRPbaiOMbUEQxJJvOnrCl7JYtK2iSYZ8XyGLKoohkYl12S5iv7qGrNYIy4r1oHGe/tvoCkW51dXiKFGrlsYdz16roHyPYl+NWSaTjDyPp38FrfUPXaiPgux5LP4lGPpGsHeor5zmzf37vJPn/2d/0Gu/kLAvaJGNURUMeP2bQs/KTh5FTNNA97u3SYlpJISMjLQHLbkJi2nzcPwCZleE3kiaCKLecrGpouSZOReRdoSWK4C9DSkN2hTk1MXPsubBKlKKb2aRSBSqxKaUWLbBRdHKV0DyhK2dwWiQoAK2rdUClfH2Wxycexzf1RglDWxCrYsoG6b3Bx6RGmBNlCwBhZvPtjh+Uc3ZHWKvBiju9sENxf4tY5sOiCLJLMJ1Ap1JlB6ObbVIq5T5vMTJuYrtu7+BdYzjzxoMFcTxrNLUnwapYafhEyqMZJacxFMGKguupszHNqcrlf8/vfPiIKara6DbMcsgjVqIiNr0OnKSAjM/YKmYZPiYbcF0jqirgQafZsnH1+zb3VIC52xNyW/ev0HWQgy61ClVjVqQUDWdYJcoYgKzChG9k3MXEMoM7Y23uQsDllmSwahyqQY0yUiUldUUkRSx5zMQvQiwb4lEq0zWiMJs2/iCTppqnL6Ysn0eYGqihQ3NVY1pBFItMo27SinU2qYZoBk5pT9AGNvTeasSWuJsHBQ2h18L0HTYHEcMRLbiJpKce3TnMbEqc9IEjCVgiApKBcZy6WIbldYGxrOtsWzpymrrHy9CHklYOcV07mAmQyoo4JcrpD7Kcoq5L64xSNJJ16eMbQekHbf4KL4ITulwf7pJj/Nzzj3X/J2Q8MWDeT1Bh9NdM7uZEhiwepHH1EAX/uSxeTRDf/hr/4N/uDHf4pvTNnvuJhKi5v1mvPzzzl8YLD/y7+KHKVM6+dkSsaTmzlNo8vudptnL4+osineeIqQqtyMb+j1bcLxHCVL6NcVtRRS5Cq2YBH2Bji1wWZ7H91REOsct6yJhIy1B7uKyc3jkDQU0SoYDU12LRN7Iydw+txmhDPQ+Ojj53xy4/Hl4R1cUeDo+VMOtt9AinfQqyHtSqArfZ8bMaBVjyjSMQf1bfwZpEuVv/zml1CTBg/XzygokESJOi+pspSJouFHGfeGNRvdFuE6Z7485urxS3o7Oxxs9lg3F1ydTmiZKuXkhr2sRz/SWBgLlrlM+N6v8vi3fhuub/hg45cZBw/p9t/gePw5dpHT7I3oOTqz+SWqaBEToWQjyiIiDVZkWUBT66OUFkLmYBox1D5VVdLOdXbdL7GYzNj6cpNyXPHZNGb07ndY6W2Wx5eU8whF2cdJb+PdrFg/fYp/HrJW1mSCjFKYVMg0zU1WZZuHxgLUDdauhbyxzdpbsiPs/Fyu/kLAXQCupiEtLaOpNlELF0dbsc5LIjEmFSKWQYQqa+iXCvvNDcb1AqluINcloVgjyyL9gYIqV0iaQG1WiKJEc2Szv29wdLykP2xiiAWNvSGZVyAKJek6wNFLbKXGaos42y3mZz6yolKnBcOGgNuU8UqP2/dsJv6ajY7I5bOMllay8WYP6aRkdbMi90LqrGar4VIKAtNPr6myGFXTKVKJaJkQlgWCaZKTYm0MEMMIsRBYjafosk4SJ7hb+9SiyFxdoGRXbPW3EY8t1uGK5q07eOMp7alIW2wwy3REQSHMFhxO5xx0RJ5dTnl+vWQVZzxob9E0NNy+woOOztKP6GwWaG7M/EIjpiatFhhOTqNdoaQC1+cZjXtdpNqg3ruD2WmDl6HlEVKaME91ktYAYfMWRS1T4SIsM5SqgzStaYQyeeoxDudksUyjv8nF8pyhaOFIKj02kao1qZhQFEt6qsZwVBHaEwxDQlZKVLlEk2QCXyCaFjiSTnjlY9CgnvoYdRs3F2jmGbIaMcnHaGXJdFKQTQL2DiqWeYmthtjCGkdqEJchYrtNpBoItYyczVA1m63TIS1pRUPNsMWccz9DrASicI2qS6h6zR21RlJUrqcpCCZFWRLkIUF8SqvoU7gBgnDD4b3v8WiREJ/7eMeXmA/eYswLjEGMNx1TFSPy2RzVLti7Bf7jLqeHAv5ffxvv7g39Ww12ro84+8//hIc/uuTB5q/Rt+/w9r1zHp0d8vRqwS1nh3bSJrENPn/2kqyl8fyTR6hpxlt3v0KRXVHHS3qVxOdeQO7lLN2YJ6c5Wayx57yHF58wuzxBVxoUDQU/vUKoUtoHX2M96CKYDoJ2Q/SiQJFFDiyXnzx8hdfaI4lAcdtYfsz7X+kzsCve7E/ILiZ8/6c93tu5xaB3hqwW3Nvb4MXJCV/f3OXV+fcZju7wU+kF11eP2bj/HfS2zp28xU8//Ycc3aQ88WfsNd/n1+S/zc+Ov4+wThCtgrwEp9di7ad0b3W5WJwTvErQEpOuqaLIKnZdsrg+JrgcU9ZtTGlIt+4h6q/I61fIqol8E+IGNc6PCwbS27w4e4hRX6CuIu5++R754UPs2Q0DYY871ZrH8Qx/DHMxpWW0SDMog4hmYZCoF6RKiCmqpGWBF+V0lQENtUW0vKTjDFAut3j58AjL7LM5uEX7PKSsd1GzBXM1YCkIXHQ7+K9sBGRu4ksaUoeOoTGwVHQxZiymZHnETM25195id/A+KQrKsvq5XP2FgLsqKHxta4cyFRBTg2kc4tomO22Tk9UFWWIg2xUGMqOGQyKOWQsTvCLBdGTyTCL2JbxJjKeuaXc0rBa0Nywms5SbmwhBNJnP49dyy22FYOpRCzJpLLC8yXEaEqOhzvnpDYFf4osGn/80JgwLarnk1psWlRtiWQYnLyv+5Den3HnfoaPAw99ZEAcClWGgOwaXFwHNfh9fhparki4i3Fsd5r5EFUmkWUg6nZCHK3THgVCiKnLidUBjeEBMATVE6ysG4pT1es2tcpOrPGZqj1E7GpeLGWkWkpceWqHQ1XtUssjh2KP0l+x2O6xWNbZmkpQxoleBFfCdv1rgHHi8eAU/e5ISFNnrMuuGjLEBTqby4HaT5ht30RYV8qZJKhjUlUoqmMSVQmz1yYVdtM1vkMcxwiLFLDOqoyVaoiKlAprbpWp3URMFe5lTWgHH6Tn35B7LPCX3dRJNQVPa6FFMHS/JchjctYhkhfmy5GixZiX3YOqT+RFyYNFQd8nXZ4iJyFbWYigpZGpCWsmYyNjGJrDGdCMqWcBMQ9QyQhJU6mYfW+2SHkVIZc42TUS74qQ/pTgPePFTn92+S+luI1Yhm4MNWkFG8Dig8nWuVgm6qKNJInEsoAQmerjJ8WWNtG1CYvPqckHcjzA7OZ2WxpfeTPnTH1+zOtFJLJufVZ8gfaXD+78s0XuxhJs9TOlNpuGKjj1DOD9EXlxTrU4pKp26WpJpMTdek+BYoG33GfsRb967R1iuaDgmJ5+dsXHwgE9+/EeYHZGOtY/8vMdWdIAVLzDbPYJ6SjJbkhQOqyczvv6l73Bi/x5CKfLPf/QYyRGRLIW8itjZVtE7Kf7GNg//0ffRJs9x3+4xarY4j30qQWCjb7PdG3B8Oufdv3kHL8goMo9Rd8r44pTxNGXfbnNP6/Cx/5hht0l7GPPJ4u8zWbj0rbewtt7lweA2jY+OqbT3GKce5/kNX7v37xDcaiOkCtpYJEk0Silmv61yNgnQCwMBkctFwR/El7x5x6LrqtiqiFBAqXhIscJiPWdeCgybDZQzE0efoEYBXX2EtYgIxQZa+oBH3ucMJJuD2Tkje8Bnn51x99tvcj69RFzDbWmLum7iz27olTJWZiKhss5FVFMEpyYKSmpBRvVl9KxGNiIC3eeR1+PSrNhruWAnSDXYik2lZyTrK+aSxzRNeat1h5PwIY/LAkc2MUUHNTOoqiYTw+OJdEK55bCwaiw3pOxssD758Ody9RcC7kploAYucShgOC2ob8iSEG+d0VEdjrIVQ6MBas4kn6PJUMgp88BjjYtma/SbCt0tkefzgLIo0XOZll2zWmTous3kJqB/e0i8juBswXCg492ErOKCwb0NNjYsTn5ySOrFWJaFUVe4bYNJkZCWEi8fx6y8is3tmqPDivbA4vJVzuVZTJWrdFs6UlNnFSYIcUI8XyNtDZgdH9G0XHRDIR77iEYXuamjNBvUaU02XyJlGa2NbdKGjmbp5J5HuvQRw4jL+R9zHYs8kG6xGXfwxifUDZGFmiBVBWpeI5UyR/4Mr9bYsXpcn/rE3oowr7lcr5HlmqNozq9vtTgYFKRixuQ85q2NPoZVspBX+FLELBdovtend2vEWWDS7RmEVYqjJURRiadJ1KVAJSsYek4yuUDKXTbkA6RyiTe7xBIVHKlJqRhoqo0eJLiShlA1CcUFR9UZcj1EKmvSBNRMJ0gCpss1eq+i0VUpA4GoEBFXIU47YmY1yScZWqXizSdIhFzVF+hWgzCBUW6jaGtUO2FVRFiJTrgQWWg5hSwhUFF7l+iFQiblCFWM0Gvy/GaMkak0mhadWRvbb5AcBZhuSiXEtGKTbBZzEV7jxzmpELHZ6DNe5hRBg4bR4UWxJne7ZHt9LtUxN9NncHTFG++4HHxnhytX4Lt/54aD+n3U2w9o/VqbrbefIhz9M8bPTYpC4qi9RE5Ejn7zIXujY2zpnP/wLzt8+E8TgvVzfGML4VFBuBbZFtvIUkh3S+dr8l1++8OfIVom/a5Bo2GRXB9jH3yDC+GQp6rI1l/6dfJMY3g35+N//Dvoi5jn42dsPN/lb9/7SxwvKz4UrlinGb1WA2+65PYdm2dXn1FNGmjVjDTI+clH1/T7Q+zbOi2twIgtRqrOR39wwvRRh7t3BkjviPSsiuinLQ6LkF/aaaA4HjRCvr/8Me807hLnKdfZIVvKHr9+s000y9A9gQCZV/kUU5DomlMWxRMezx/yVusOnyyfookKX7FvMT1cU704w8gz5nXNPMh4dFiwe6uBQE29qtluNjDE1xWdG4bNxSrgxbNrNvoOQlHzJPCQsjP21T57gyaRLkDp8eTFnzDs99jv2lTLkL22S7ISqOqKXU/h8WrJrruHU/c4j19iySoraUokB8TCkl7TpK2nmPWcRVYi1x301Zp33r5PIFmMXijk0YoouUG1K4xUQbQb1N6EYNNBbvRQI41lHbFGwKBDWpcIgx5e/DmbwzfY+I1dpHFJ88drns1e/Fyu/kLAvSwFnr0ATZeoZlMCYoLaw1ZFYi/B0GRsRefVYk6g5mx2TGpZZWvQQzN05n5EmAaUiY8qlARBgabpPP/xFFGTCPOUTteFNCIIEkRkyiJAWlRofk7y7ILzE5k4rtAVGUPJ6LkWn78MqQtQVBGtlFEzjcVZgVAUdC2J6TpnPk5RDIMkr1GyBKPOMJyEyHDIighEEZoW45WPaDYphAytEgCNSgAMhY6Sg39OWBdo+Qo5LVDrAmdoYaxFBGPAq+U570i73Ffv8HD+faw6wsra9IQRU3lJKohMsgJtntOot5jMTlFVDb8uGWgaHblJOJZ5/LHCiSfRFjcxFIsXq3OqXkpSFvTv2YzedggMi86gS71IkdYhZhHhFyqFrjEJBZB1CtOmkGSq2ZzI7mKVJVIhQRYhNyrq9Qo1V5D9EjHSGNEm8OfISoAvzhG1G2rNo1BWHE9u2NiomF0UEEUcn8Wkekbgq0S7DQS3jdBpIUgm+VzAULfIwpqTbY1qahCdBbRWGal3QukIpFOd5WOVfBRTmRnNRkBXkKkSm1BzCYIpgZRhbTo0lA2KsuZMTyjOmjhTEZYxcp1w5udcVpdEcp+ShJH5BuMwopAKorbDSSlx1taQRgKldI43PUNUQrbfcNlRrtkLnpNfBmwXGm77A2Y7XYLoJ0R/9CGrK43i8C6P1xHDf6NGlPe5/K2USVVx8H6fVXoNas5Gq8/yZMlfe/evMH+ccSNGaKXJpRcy2NCIpZSWaHBry+VzwyGIMy4vf8po2yK0BVp5ges6OG/us3qe8OKPf5OilvjZ4oxvht9C91JqAVTXpLabrC9vOH14RLtnM81dVKVJXF+h2gqNbszW3pBWsEDSC/RqQpln/Je/8wn/q7/yNR7Y95mcJ4xfwV+6/x9RRicEpxW3tVv8ePaUMJaIIpU5Kwa7bTStRHbU175DoytOX77gb73zl3nrfZGXP1jyprjJCZcMdYdFHsGLFm1vRKttYYkLxtUFaZlgNlrojkGhZeRWxbqQOPd97lkpM3+OackMOpDEK3RDRNfhp89PeJg85zt33kBRcsR2xnF0yVP/OdZaZKdO+eVfuU1vc8j4Y5F8vuKOkjNU1yzCAlmMsfQAX/BRyxBRFciKlL2BS7lK6SkqeRog71hwJ0VcBhwbAiNNJVtEiCHIekpTdjEkjUUZUogFmajilXNO6xW5UjDPl5yPr6jNDCddU/7wBcpGyEd2QCYd/Vyu/kLAPRdFVsjYqcEto08oL/FLk+lqhSJW9HsaXhSjaRW1lpMUGnlQ49U+/vWc0qjYG2zhrRJKpaYqRfJERqpqpAquL0KkVopcOQiGjGxoVFmFo5tUlotUSYhRiCoVyK2cVhuevky4WlTUZcXGyIBS4/oype0W9DdkRpsCDU2gyARSoSRNEgSxIpdr0kQiCleoQYwU5YT+AiQZy5YQHIflVYTtpoh5gZdVpJpAluVYdpNCVREylVwSyUqbus5w44Db+h1uW28RR+dsJFt0ii1SJUc2h1iVhWM0iLIZl0HAXX0PNVmT1yGCUFDXMnlR8oPDFdepjlvt8pWDPupgyt6BRKBWvDPUEPclLsOcsvZRDZ22a7Jc+RSrmPGLgNW1RKWMSCqZYllQCwGyqFEs5tRRRVcfYuURwclLrECgb2zhKh0GmYm0WmErBq4t8Fj8CZK7YmNgIqkGlWaQ1gGSoyI7Mru3QGupHE8l5p0alJQ0MclygUyVWI4v6CcKOQ5zVSQeQBBLuGHFQbNB7KcINz1MrUYucvLsip3NjGxVURfQ3W8gaCKzz+dQCsiWQ3hbRzJN5CrGEGpuibeJtZJBvktQLXjhP8RliFfMCbI1QRVRD7oMOiOupStSqcQ48NkyM3aKgPLcIHUqXr7yuL52adyWiJRL6k/+FMXNGV/IzFfXbFbv0nzZZDUd81b2Lj/82VNeVhnXtUAoNPjZ0ZidO+/z0c0xzdziIrtkuzHgxUVINdxn2NxkY1emrjwMS2B5uiBZSbz3q++yWskUos7N8SnK75kIE5FKMjG0Jvr+Fh99pcnV6RmrxyWx71NaKrkY8/DFgm/ee4fi85dk6xDNadHrVPzFL9+lJ8jUssxZfoXqqOiOyMVZwh9+ckbrOwM+mT2kqbyHetJjnFwyLq756we/xrvtt/mt4w85KY4Jq5Lz+UN+Td6kSU72TsTH3imWXfPLDxQuJtf8/quf8PaoRyeOqWZN2pVDfF+gkbSY+jOSKiUvCgxF4dfffIcXyyueHnk0NImVGiBs2cRdj8U4phQy3tlzSS8z8lLBbZjsxgarVcqFfYao5XRNl7ZTIuYVglTz0+sfYj5a8hek94g3TpjH10gNCdNYMGbG2pviiylxUeE2GpTFlHZTQnQWRLJIENV4xRkt4W0M+sxvNdheNBB/nJPnOWazTT2DRcOhM7jNyfRHGN0tWvYdTo8+Zp69wu5+kyjROVx9SDNTuVXmdPMd1lFCdvIj2tLmz+XqLwTckWSq2sIUmpzMfDa0TXSli5ldITdCbtZTMkEi0XL6LYlCaWLoPtEkxZQdGmaBo4zRzZRSg1UFp4sM2zZxUpmi9FleF7TlEqujYNkKy3HB+rqkMdSp4xBTyEEskcoaITZp9nSuLpfkqogf1iSBQMOQUMSak+OYyaImDSuQMxxHJFvViJbG6J275GFMdhUQhSlZmqFdF7iDPvg+8WyCUiiYqkYSFtSlTiGNwBDJ+9/CVbuIzQwnzpBuVhTjU4SogHiGX5/xpvUGb5jvIq6uebj6CSeST5olKMg4So+ZcMK6TnHkPlfpCZqkoZUmqmBQVhJmZHPH+ndZnryk3R8TyTEb72pYXYOXqc7PHoW4+y6ZHpNrMmIi8vj3jgkzGWt7i8jLCaZLSlmlqmWMzETTW2QXEwTJIJt57MgjNLFA8SP0REReT+gbEaW9otADWnpOYAVcZDN6joGilhSiyHBHptQl0qSirmMOehaKElBIK4LtLaZPAiRJplAyfD/FqQvqRpfEDxEVBSsZUsxDbuRz7nS7ZCsBW5+hdNcIzZJVFFDoIYo7YnVzgqRprNcVjYZNRYn3To949oxuGWPZIoKkkQcZZaSzNfwKjaJDrad49SVDQ0ZS4WmWsWpXyMacluLR03yklY9dmrQuXaaHOhI7jJkQjSsUdYtBo6arTzmNj+gHHRYf6pzaGWFXRl6aeCcepa2z2RiRFdf0+zlzJWR8dIZWhazTKzbMOwRiTbBaIt7b4tnFHE0e0d9VeNDdR2g5dEcDkscZH53/hAYa7Q0DeW0xnwQYLHhav+D85o+5f3sTBYlH88fkiKzGIf75LdznDtHFH6G4BbEq0n9PY1DHaBfw6mHBw5crqgzajs7pyZxXf3pDFJZEscdJ/gpRanLfaqLFOtPgBbUeoig1pqQyuBNwde8HiA/WeNmI578Jb7yxQd5OWJ5U1OaMH95M+Jvvfo0nqYdnGzi3dmm9WKOLMVUDLq4K7o5a/Ju/3GT2+0fUixy377Karrm13eXVS5/Ig8IQmHsBlgzNpkDTiCh7IrZYoysJoivz/OaKlqswalusvQrXifnwySPyHZW9fs4vfWXAxeIKvV7TRMZVYJ3/v6j7r1jbtjS/D/uNmcPKcedwcripbqrcFTpU083QtKVmQ6QgQYIIPxg2YBg2JOjBMGjYgh9sAwYoEJYN0hTFJKlJsZvs6qrqrq6+VV23br7nnrj3PjuuvVcOM8fhh3NJ+MEs0SANlMbLmmPNscbDWli/MeY3/t//WxCmgmhV0qqZKHaC7E6wM4ssEzQthb1qRD6QrH+/ifX8ORdmxLKloOs2jdrLRNGSwcUjPlu8g/1n7vL6l7/D6j87J71MUBUYccQyPeIv3/krmJ7gNDgnbW4SzJYMkujnYvUXAu55kSFSFaGaNJUqZ/6Aa41reGJIEAoWqcJGt4pWEXxha4fPLoaoxgrhFjiKAkJhcBbi1kCzStqbBmVdcDkO8TOQmsQxDMJZDKKk2akhOg7pbEFYRuztqngzlTTIkQuTsyIhjhOkSNlar3B0lBN4Pt17bTKtYDrPmOc5aqmQlSpWIElUgWI0mM4yRJphbm2gxDnV4Rxt7RpFoiGFR+SlOOtrRNIGZqiWQZ5p6PoW9f1XKZ/PKOYBZZGRFCUJPrPlFM+7INDGVE2NPPF5b/YDpumQVrGGlCUyz4hIKJOUq+ySSLGISsk9a42mpr3Ieh3HFBd9DKvCsR5y+NmEXlugtmyuzAoze50xAaFcA63K+HRFchSSSpfuXh17r4nwKsSHGb6fgl3BrbbJ0wyjphIsfTS5YjKM6cYGwk/o6fusCw3PPobtK0blBM0OeOm6zmiVE4Qp2/UGsSzIBz5WCy6OIqLCpLUGVjsmG0+Jnv8xhr1FIGPc7RamLlidz1Cff4YbSAz7HuuNG7SiM3K1xAomjEdT3FpJPXEIRwHWIsYQsFpBZ7NDcrlAuC1WikalWefq+CnVWkI6maFoQ5qVdWIDPDsBIenaCqEEZf0lHukz8iIkaWcklo1rVFCyBFfEKFcNxLDC4SLh6bHCtdY9rjyP9qRBb/sma4nOo6f/ADvp88Q/x6h3UOptRquntDf2uTo4wzETlC0XI9bop3c50J4zYUjHqLAKQrI4w38Qk6cql49DSpnSUavsV65R3aqzqNcwxxcUpwV5vmAYPUWLqvy5//Cv8NGDAf7hB0x+8ve4sbvDV17ZoaTF5T+94HIywQl99uznTG4NqD1ZMR4sGeUO7//BU371V3cI0hgzc/izd9e5rgc8eRpyOFrxjx4eYqk1dpBs3V+jn1eQgcfj6EMeT57T3azywXBApirMtxWGXYPMu41/Ci93+9xtVLm4KHj/4qf81m+9zH/5ex/xdz79U7ZbVTRDw0gWdP98zuXplLLM+I1XN9jM2gSTjGbWxElD0mXB1A/4es2kOWryYJKRuZLCFIzDCOuqpFqVNCyTemqy1WwwixOU0mF8lRIsM8xajmJnNMyc98N3OT02+eW3A5xKRHVe5ySWhMsSS3dR1JhMKhimQmlIUj3HNBPiRUperXLsHvMNw4b1JcONMUYeENIgPHpGlPQIZ+c8DT7jqjHhq3eWXO80uLDqOG6VsZ3w/uxP+M7uTTavmahRDePUJ5hM+NnKp6MpP5ervxBwV8qcLAw510e8VL/HVpkwTgd4mU5Jmx2rjltkJFmFjx+NqDiwpTTxsiuerwI6VYuqUcUuQeDz5NESqRo4DRUvgSQpKaXAaegEy4LBkYepS6yGgqhVGKQJsTCJlwUNUpRMEns5pamTWRUMK0QVKosw4dKHxn6fTC/Z3G0wPl8wPgkwGxVSR6fMI2oti6vzFaXhkPd+CefuK4RP/oiycxO+8DX88YzCrGK7I5RMsDy8wLAcmlIwO/sEOwrIxksabp8kgvr2JtmTU2SWYsiMRlFnU6wRsCAvsxfaa1G+OKVXq8R5CGiUZc5x4KEpLRw94GvNV4hWgiA95kIcsKFW0C8FH/7OkJu/LomKCs17d5gmTc5+fIKBSh6oFJbL+WlAtZiRmRnrWw08Y5PRSILZIBj76Dc2KR9fUVnbxopC6h4k6Yqz9CkrUzDNH7OvK9h6iJdHDOYRuxtVPngy4ekwZr1bJTtWefz+Eq1hIq2C+bBkOBhTrBZ0OzeIqimT5ZyVJpAG2Js1rLCCNZNE8wRVVlCjNa43CxzdwJMjEn+BMs9wzZhdF3rqkqPVM5LTS6zNDQ7LAqUviEqQfoGhOnTdV8g9g/NKwtIGK2mSTiYcZh9QNG3KjQXpL+1gZ2PUdMRmfErz4jldPcESOpWaS3G8x/PzgIqzRpIXtLaa9G8kvNka8cEH79BxTJajGaHoYFUkZ+45pbMiDhfozTo1EbO5oXOcFgxfi8i/d8G228Cf+FxrbPHBZx/x5W9+h3iVc5kMuLf5FvfWdzkvR1iiQXys86MffcDN/i4LRTA7P6eyqmHLH3H9rslQQtuyeWm7i+k2uFpeUfSqJEdnpK2cp5/9IUkz4qu//Abnn7zPeJ7ye79/SMeyeLXt8HK/zfiZZPRZwipQUKTDOIwxDfgzO7fZKtcwypILzvgnRx+R5xbNWQNVHaDXCoYzeLPjIOcZz54+5a3rLQxzTHllgbDZQscEDrIZdzZMZssVB96ccaTw9CDj/itb3K91uflsh9n3c5yxSRFfMlEkTulwLzI4tUpqeYWeknA181n5JakNMjQwqyZFYfKTj3z2q9tsTDucBQfManNUcsyaghqVNIySssz4vUdL3nxFpehdkfQcmKfkZUkWp7gtE1nJ6XQsTLtE1XPqhsYsDug5x2gvTWlWTtCvruFEKfpgg4vgnNS1OJCPiYpj9msqX49Lmj+C319YXOvf4+8d/IDda7e5/vqfIVcVwqrC9Pkz0tmceqNAJs7P5eovBNyhxHHq6LrOSfGI1xv7PJ+eUZFtpOmQ5VOickmvUSP0PeargCBJ2GysQcVno6+QBQqns0uurdm8eqfEMk0iJ+XpiWQyV8mkxI/BbtSJ1BbD0YjtbQ2tWWN+OifwVZbznEUJ2niFUquQ5yUnzzws+0UB69RSqG7aZEGBJKOwdQKpUdvvotVMKk0Xp9VkdTKi1XXICo0i84kOf0qRFwjrJpjrZKN3qX7rLfyzY7TDEwyni1rEDH7wX5OP54SzKY7eYLpcoaURcRhgpJL7+jplcsnDYISjVvmy9XVU4LPsAZKYut5AKwscdR1Vs7C1GpfxMUmWsuPUuKbb7DeaPFw95aX+BluagmWf4zsJz38yRW638YMjhnOL+VVCejLFvdYjKipkhUaj2qZml+i1FNSQRezgFwsa928TnF+SWyVGFrLW6OEuSuzSxzQSKrrgeuVVRDFEsWzqpGRBgAgjbvfXOF2N8ROPUk/ptiugZXhxwsBLWHoF2zebBGLOKC8oGy3GT0dkO29RnCZM4wJDrZNUNT5cfMprWgcnhtFJRPNmh35H5ap8TqRJukmONDMa+CQonE+eka5OCf0nzOp3iNZ3iYCrTZPB1RyrNMmaKp5RwYoNgqwksgYgxrRmH7Lp+lizA7q5TzWUMHKIE1AmcL4cMAoktfpdVi6sNkO+042oNXxSy0Wb1FEcnUVWolkFmCaqKml2TaKRiTItsJUu3vQR+sVTfmWrw5+cPuKTpWC4WOIqKhcfPWaz2qcIChb41Kw9fsnewE41vnf0PgdPDxnnS67fuoN3/AmZDBgfHiKyOlqm0Oyvc/RwDMmc9EaFL/zSVxCBw+rqlIdPz9i5v4nTs/nWv3+dRx/6PPvuFd/97gl3f/OLjJ1jPrtQ+Sv3foU/HkT840fvEBcDMulhvT3mcusdwqrCD//+x1zfuscPn73LR+cznEYFTUnZ0VdUFmCUU15WtzAPC+ytmPTtx5z942P+/h9FGLZgs63w1tsW9pOXaOgu/9Xgj1mdjpl5Dq+/9tusB3tEYsAP/N8hLmP0tORV9xrXl19hGPwQyQp12WJDaTJNz6hVbCxVEE4UMt1ipuaIlaSvGezWdnmSRei6iq7kRMTU1IK9G3X+5OMx4cUW862MS87YetklHRY4U4O6IujkFnnk42kFuS+YzTLqpmTtsUKnDInEOavVLR6ednDFOdXbV/x45sFbOyjvnNJPbJq//zXOgiuKxCYrA2hVuPOdv8zK1mCco04XWFOLUTfhl25/g/Kqzt96/tf/pVT9hYC7gqCaFdgoTHSPx8pzbKOJzDPi1Yg5c9xCIT1PMTH4xvUb/P7zD0llSN1yODq+otpSubVXJUlihvOc7oZJsixoVgQy11n5JaUs6bQUruZj9JrDaJmiR1OGxyuKVKXZ1qnZNpWoQNZtrk5WNBo6ZaEQ+jGG0WaZ6GhIZFTiXXqohkleFhRxihZVGBzPMTIFt2ag1mvMFyX23VcpPnyP4vmfsnyo4GgOxQc/w0AluLrCMvvEsyFqPEbPC6qtHUQYskqnoOoooaTZ2KQILcbJnL7Wp645fBp+xprR4d+yf51H5SHvpZ9haBZNs8ecECt3uG7epihCVn7Az8QD3KrCTqfGHecunWqMtb7iUwWeHeaEJwfUrq+xf/su7FznYP4xbdfCWylgOshcIDSB45gYVwM01imCc8LeGsIocNZ7aFnEYBjQbteoJj1aqcTNBeEkoJlXia05hfAxFQVPPOWZd0b3tk5uZNiKIPRzvEzD0wvUNMcKFBqGRVEscTTwAoGt5mTZBLb7eGbJuttgdDJF22xxMlNoz3WsVYflpzpVf42krnL+yYjOtRWVpooMDKTMqGUpdxMFa+0Bp8kpz6PrTMsuS7uPuNlmevCMHaekXCyIiXBsQbupsta06BaHRB9fsaYL+osOzuM+04nGxdBlQISfZhwol2w2QpK+Qajk+MsK5djCCo+Z+IKCPsfLZzRuzAlnQ7IiZueVfTw3wVqrcnh8xnI5Z+WcsFttcm1rm0QbcXC4wtQSstWAakthaTZ548aXWDNyFts2Z7nG5CwkLT1GZx5OW7JzrYr3PHnhRonF9S82aVgJScNm6nmMsyl5oDEfnVF3DVbjObOrGneuVchnFm3foLXvEgYhJxcZUwySVsJDHnHv+ldw7f8xf+eTf8hIXHGiWqTaffwnRxRFimGt2Ki1maYrpKpRMTXcahfXXbKwUpSGgxbPmcpTjk6nWK7J9x8/odO3UVSFzx4u+HZ3nZXlogdrJNkVdlIl3d9gfEPn6GdHPEge8dqNOkFSYusxE+scPdK4v7HGk+OQWVSwYdyhSEIyGZLlGV2jBtUVBTGj9Iqtdo0bWpPQmDEaJciyxDF7BKcdpidPeCc65Bvb+4SGzSBJSIjZ3m9gqwXLbEWlr3M+i0lLDUNNqa9XiHYKPos0Sn9CVvwpze2XmKcR6eiUe06dyUchdWedeubx4/JdjDstbjs3Obl4xL/90q+yNxtTpiXxgxGdlzN+UHxMnEj0mcV5+MHP5eovBNyRCttum7kypbG2DoGGVYHhbIghTNqiiSlTLF1QqXc5vgzQMosDb8JGvYFTVzAqKVvXq3z4MGU5UVitfLb2bRwbFEthTTeQiSBNV2g9m0IF6dbQF0u0psL5aUTNcYiDmHajw2w2oF4rkbZBkYJRQL/bYCY8mnsbxKZOTSTIywWKa7McLFkdTVgsJGW1jl1qJFceUlPRHz5GFTpGUlAJlohEoIwOkeUKShWZV5GXC4ShUSQpsReTz+YEwZDUqdOr7CKsKhdKSNMrsETAJhuMDYtxfso7xZyFkmLqLlEacFScIiRUdIdSqtRljduV+zzIPuZodEaQBrxSuUEtVHj4cMmBkvD1L1uEdZVJlmJ/QUWkfaaT10jOzpB5RqaozK9WZGWNVVJy9eQSo6YjtDbx0c/Qq30GsyOirRs0r23wkz9+xK5VZR65dMY5O8Ue55M5qRpjaSqn4gpDt6gZ21xLKpyEp1RrEUYloWVq2KXG0VmC7dpg1slFhJkF7NkS/5VNns/mxJUeYQKH6gTlWkIcxkzrKa2GgXkueTveZzVY0IhuobAGQYTiBESJh1XN2bJLEi2nLB0Ullz7GvzJR6dYzZykvCLdmOLGY7SGZG1NoRNOqGY5q2Of232LrG8TPjJoXV7HWDYZLTx2Wntc+Rc4eo9BaTNpKeTXHYQ24l0ifq21y+bj+3y4esJvvXIPJZT89NFH9Nt9nEqVfq/PS60Kn/7kJ8hc0lvrIC47BJZFIafESUDIir1tg+GJT7CcYhQ2eTPhvDNHbuTkH0ssGVLogKEwvZqye7OPFApus8bdtU02TIPDpU+tMqfbbjC5KpnEJY11DVUzYZ4wfjrgp9mC3Z0G+TAhXMS4meC9xwt0JSIrbN6PJyjhH6DrXV57+RWeXLrsd9awnz3h4w/f563Oa7z/5CNq3S2aqynL3KNT7XO/18OON6gES06eRKQNl5vXt+m0IualwK53GE1j4qGGu+qSrl9hi+u8sf02P+meUHOrRPEB128PmYr3uFHAwltQqAVfebvHqfcJF9JjFYNq68g4RylKht4KpZJTUhJqc4ogZ5rCrlPQqgeMAo8iiimTkqhUuRwUuO0Rr3xB54/eGaD9oc6de9s8fHRBlLv4oYJi5GRVBT+2SGyDakXHMpZEwDg5Y6fe49Ek5eOH71HTP+J2v0HDs6llEyzNYDpaomsdFqMR5mICisH16j7j2QOuWSl6Q8XUN6k+2+C6NuBgeM7eTslPs9XPxeovBNxVAUfxFYUzw5ja1NQWUtNwHIUwWzDPE5pag+VEYRqU2EqCJrdwhE3umZhlnThZMDlJ0BWVVsNGFQV4ClUXFEtFyhJPLVENi3QW4Hkz9l5uoqpwGRdYVZ3Yi0CoeGqBMHT2tzUODz0M1aXeihHilJ6hYCQ6vfUe0fkVt9Yky0ygtRV0w6S0wS+rrEYFiZ+iqCH5aYIFtOtbZJMZauax8n3K3EcRDrFSYGs6y/EFjnSpKzZelKClOUoe4qXHVFo2Y2nTMBoMy4yT4hxLdxD5krEcYprrVLQ6hR5znlxgFgq1XCWQHigKj6IjanqduCiYziOenvm00m2Wiw7X76X0ygnnywVVJye+GNDTTRrJnPFoji40rH6PNAqRZU4ynFAxBHpfY7r0IQkpVAv7i+ukUcBoNkJ/TZLNfA4nHtu2xiLSKRcZddbpZBFn2SU2m9SXEUePBMeyoFN3oClIrAVxaaDkBf2WoJuukLZPttkhtR2adQVPifCqKctqHz+zMIXK0fMnWLFFLe/irrm4T0xaSY3elU6qKCiuQ7XaoZ2HSF9hGi8wUofsbIp1bQrKR7xUq7EcnWPioPtXtFSJrijkTxTsLMXIFWxPkDxpE4cqWZ5xHJ+SiTFSrTEfTBFmC5nn1LtdfLsgcCWVmsnlYMnpfMKHwSlRPiNpCBpb+zSPn3A+OOTlm29ht6+zKh8yXkAA9O/uoKwUbKNgHFxxMBsh+hq9apOVJunaLosgxq+PUPY26ZkxR5slx88XWC2HnIJECTgfjjBVHVc22NVrpIlGLW8xXz1luxdRySLGP3hIIzP4pW/dZfbBEe8+fk6oJYxCjy23wSpMmQBlkmHoMXm5ovBL4sAhCs7JS9BqVZbnbcTwkFf7N3h0NSW1Iale0RNdLK3gjVe6OEnB4kTD5S5x+JQPrT/mV1yHinBRVjWOD8/ptU2uXavgVDt82rhG2N9DlJK2sc2vrf9PEEcFH536tCrbvFJTOHOGvPq6xWuv5vzu7y/Z3nAoRJ2nucd0GRMUPlLmWEJDNRIiNSH2Y+oKHMYj/ImOa6lUajrzYcrlKqFjrujUFa5XJY2mzUcPJpwNfaLIYLr0SL0AIRS2b7exHZ96z8ByTVSjTqI5JHWdPLe42d1h92bMo6sFv/O9z9BjlW61glZCw6xQoFDR2lzO5kRFyp3NKu8PHnJWHLMbdbh508U+dbjVaTKeXuH5RyhF9nO5+gsBdyEk1XbGtrtNos359OopXXWTVI0RQsHEQY0aFGQowiatQBEWuEaDTrvGLBhjziyWlwF6PSNLPBJVwV/l9CyF4XLFMlSp1C1E7FGrGZhVDbdiIqOcvCgxE4mWgLR1Rhc+bqfCKAjRDYN2y6Wu5qzimCSrkMwuaWdLTJkTByaCELfZZukHtLo62XiF0upjtPoUsUlwMqQIJfFkiIpBKkOqegu3s8N4cEauF5huE9VzIFfwghFRtsQUDuvuHhKQi4BMKfFNBytKeT9+hC6gLmpUC0GR5MRZjq4buKXGdu8l7EhFDy5pm20yOWeRnmMoKpGUjMIVg2VAVBi0Rhtc/Vihds1i7cYcq3rBs+UM+7rLYq/Jg0cFsgUqNS4+foYUAt2tUK+k2FWd5QREryCXMWpNYXb2jMyqMXI0inRGUGlwqAzpug3aC0GZTlF0m/N0RVexmHkRXmoTZCvUIOPmjTrdPZUHJyvcNCS9DEmdmM26ZJLP0TWPOw2Tw9Mxduc+YXsTUpCbAUqecHo2xLhbIehrNB+M6U4VrmUVwlDiZCnVWCczDKbTBntGBz25xDEmaPYlvWtTojxjdK6j5hFaamJrJsJXGOYKGE0sAVGusxzlGEqXWTJD9UwKEZHWJ9SibUK9htWoEdTPqHRKKvGANBnz2eoj9vYNFBmS+Q/Ipytu59ewGglXbkSzNeDoyZRJ26VVNem1OmzdPObq0YCZDMEoaLcNQuUK7AxBhGXa7GoG9qnBrGqx7HsMx1fYdYuKW0foK3IvIS0EazsO9s4MRWmxbdeoJZscf/SAo5M54eGYWrfH2qakt3UTsyZYLmOW3hhRtXC0nELNMbqgljVW45CMmCAs0I0KskjIPJ8f/uBvsXltmzV7l4lyjl2T6IXCggXXtTqNsMWzpcE1p2AlDzGunxEPA5rVDfLuJV95s8/IS/j4ZMEsV8he2aIrHYzOJi89vOJre3+VVLvJf/7T/4R9u8F/ev3f5a6Rs+g/4p+9/w7zUY/XiwLvsoWqa1S1kon8FESdurOBl14xCSLieEVVVcm0nCTJEYsEwyoILwRnlwVBmaJ3HIbPNZ5dZozGkixVKGVOqarEXkIe5QghefbJEMOQ1DsWwhyx+5V9vvyX7hF8eIC6o7Jm9onUm9Q1DW3+Ie98+h5nozG4GX/pt/4Ci/djnrz7KWkGe0YfY6XTyPpcHi/53Yff4/bNp3z7zuvUrjZpj/Zoqxb59KOfy9VfDLhLeEm9iVeOeDwfIO2UqXaCkVfRdYd2oJHHHq2sBYGEUCPIQhRHY1RMCBwPR7UYjWxuNVXWtuc8noyZeiXhWGNjzaZTEWiOSr/rECwLMBUiVXIWQZFLTDvHrZt4kUenoaHXXVaLnFrdJlZLvNUL46+EAI2cmp2T5uAnCUq/iz8YUgJSMWhYNVYyJlwFZKmPsBUMW0EPAkTp4nb3KP0ls/NDkgJ0t8Z0dIxMMxLFJLFzNOFyq/cWzEO85SWaZtDqblDkBlZgsKHUUZSCUgpspcFxekKspZCCKSzC5ZxcMSg1mGdz8sRHNRQCsQQtZqfZ5kZ1m12nQepd4dY6XE2esLvnMH5wilosqeQpsq7Qjj3yqyHta5u4Nyu0r9cYH4X442Mqu1tEakyRuYhlTHQxRYliIn/B6mCGpdeJzQDX6VJNNS5WQ+L8KTftlzHtGiKIKewu6VIhSydsVQTRc4+PT8e4nQZFzafSlvQaoCRzqpbD2dGKnmViaCqDlcRpL8mrJrMkJJ0FmP06KxUW9ZJsQ+Xygc9J0aY10HDCkrrWpVBL/HaIXjaorDLMix2SsiQbhuRKQXxVIooqetHgwnR5dnqE3WhC5OEqDhu9Klm4ZLkYUbE1ssIgjAQhV9gKePUdvGvXUMwZTC+QNai2E/SaRCRjbvg6teWcN8K7TCKXwsl56pa8+2GMYmxjbFo4LQ+17fMgvaDqRthrOe3UxHIgySJuXLfIZwmXszFHj694c3ebnmlw/NMZO2ubnDydkwYZoldF6gq1eo01ewt1obP26z6N6SEPD0I++8ExV2dLHKHjui6dhWTjZbj7xh6fPQ35kwdXVIImt51bVBs67w7foWKpmHmN00JgKYCdQKFSMZuYZk4cnPLx+IrtZhPKmHySYVg5rWqXZ4c+jb0LmraJJlZYSZ1r1zY59gqePEgJhivu7d9A5BP+8OicX9+r8CW2kP9AsJjGxAHcEy3+d1v/c/7Ls9/hwYFOu/saf5Be8OlA5/x8gZt0+WL3bZ4FP2UnucG3eyYfTy65iiJmeURmq2RRSmWtSZoICiFAE5xcJVyMIvIEJJKDeIiqmBi6jmJaBMGcwBcILYE0QwIlUBQpZSCIIw/dVLjnR2QnY/AskiDiQTFEWdsgPqnTun6fP9ff52/+d3+DDdPldv4Ks2zIVDlhqs251WswCucEcUGRO4Sxyvgo4XtXD1mvTLmr3qUsXH57/Rv8t7Nf8DJ7ZalQxJJepYoV2kR5wkbThKxk4I9p6w3KArIYmuoaWZyDZhPGKVZZsswTIkcSiw0On4ZYbUmSOJgyp4w0erZAbVo8OcrpVlRQVQ5mOZeHY8hK7KrCzWsmvldQDBMqpYRiiWjVCKMYtygpCgW9UaNIc1Jf8OwwRZg2aRyTnpyjWgbC0FBck1wtEFaEIgTMfcz2BtWqgbJICeOctbU+i7Mp/dd2SdUuq7RgeRBitSoolosSZIhFBNUWamGwnppoGeRZRBZGbJZbfMHYw8biB9FP2DN3kUJyWpzR17o0lB5RnlExm3jlnFZZoS0cWqqC1zzno+gjkviFy93SV5FGiLES6EqV8ZMcrbvN4PAE3/SZiiXrtoEa6cRHzzCDnM31PjU3ZbIs8c8i2lqdVTREkQp+6FPb28P7/s/QTA3R0pExKJrKxC7ZMDZprVyCICQ5XaIbIWGnjYlOLdrFLBWWyYSW00MUI5bFCapaEJ5DowORs0KmBYlpkKUWWnRC1Z1iuRWqzTqLVJIrGW6tyeJiQur0iO9ZxMGYyUs75FcV6pmGk0iMpUN5saLr5WxMb4PQ8BcDlEaJpSmMg5i39r6BmKU879b4bHmCFmm4muDkyqfqrEHdYrw8Q2urZG5JougolSmxNUVvzJHxjOzoCc27Jrs3BKd/PEWvqjRUl+RCwwp05l6M3ehTyUySNCWt6shul/n0Z/jvH7OqSdaUEqujsa4KilWELKEUAj/JaOkN0ivBcddEKQ0Kq8Wmesqy1yAMTZx2g0Jccv16hdxtskqrKBdnvP/RnHRg89babb47+pA8zCn8FCnWOF2OGE4SGq2bVJ0BH56cUXaq3FWb+LMmQZ6x1lhHE6dE1QTdUDGTjFqtQLMyKtJEIcZiQprlVCo1mobG0k8IopDJZcBRPKJnKdy5YSNyi5FvshqlKI2cxkaKLUuulw473gbvvxfycPBPoV6wr2zzpTzCrSsYccDvFj/mlfsN9vcXfHl/i7//3cf8w3/0hJ9eHnO39hKNRgcjjOkaK3ara2h+xpkYkhVL/EBi6DmmpSA1wXCckMQSKQQgyJMUQUaSKMhAUJQSRUhIcxACoagUpUQIidAk1abBN7/V5Ve+WCGNFS6rJt75jHT6BGHBa/LrPD274KVNg/DaV/nk/BGn//Qd9q0mrza7hMEedSE5yGbcqHZ5tgqxjAalMHh77bf57uif8ch7hzdabzBenfxcrv5CwL2qWext2VjU2Je7rFV6jOMBLWlRK1TCckVVc7FqKnk05+XOXZ76I4QAoUvaqUFg+AyCh1QLDV2oYICtaPhLQT7sEG2s8MqEWWHghynjiwiRgl210as6lapGvPJ54yUXTSk4n8BnJzM2XtpncXCBa9RYzFdYhsCqGNRcQRRLct3FCwvUpou3SCiiFzLJuq2xu9NhYOmorW3yyRmWGdGr6yjFCf12BbksSOQ5kVOncvMGquZgmU1UL8S9Ucec19jTDNaEy3DwGDn1yOKEhlKjI9Z5kD/AMi0UoFnW6akVIk0SZQV3tJtoao1nPKNv7LOn9GnmCovY4toNhyLPmZYLdDvBRqEiG+yUNxlPnuLYAiuakGc+Iowx+hqFH3Czb9JMSuyzS6yaSrNnsWTJMBXE04gytej0HfJijl5VEdOE5OyU6he+RqlWWC2XdJQNtou7nNQHmLnNttA4nc9ZLEJuma/g+JKpX6GqBRRJQTaCZimRhcSNJb59weuvpVBTGKzg2YVPdOxT261TzzLyqYeoGERRwvbGOsfPHpNg4FZLVjKh+sptlpOE2XiJqiooWQVb1Bh7OeWyjRmo6CuFcjunsrPDw0JBXdti7cs7DA9OuHzwAYvFDN1SkeqctZe/ycWph6pHGEaMWxTUTQ95NUd7+ATbzHBrBV/qujhJzjJKWM2r2IsO+cTBCgx29R4t0We4uqLc6jGLluSzM9rhJcF0zmQmye2Etqqw6baYrFKmXs4qTLFyEz2P8E8G+IunWK2SyprPeSRQa7cp1AXFOGbv7i4VesRWHWPD40fffcpHH5xxu9fntVf2eKvV4YM//mNm0wVXWko+UxjaFWJnn87WEYPpJ1zOxnzndo9CjRmJmM2eilu6RPECV60iVQ1NjbAFKGpC05W0RANPK+kqa3hySiJihO6RxBH+DN6NlvzYL+m7DZrrNXptgUbJJ7MjdFfna6+0eV68Q/tLd1lfJqwvXRp1k+PT7xKmEcsyoPHmCdHaJ9y+P8HxJZ3qBo3OCZPkiOf6gseX77Ht7uAbE3Za22xXber5Fme+wZW8IIliXEPixJKdvSqPn60QuUQqAgGUpSTNcxRFQRECKUHy4qywKAtUFShVqjWFL321yRu/tIVtdEgXMTdsh8vHFj2nx+IxHJlPuH+7xdnxc16/u4lM5iz9KYVeoyqrbOo7zPIBtnDwioLCbPFS/zt8NPgeeVzQK9YxjYyuusnP9P8BVGJyVYu37Dt8sjrnYrFgvJpAPaNVUVmvOsRSpak0WCwShmLJ4+AITXOR0ifJFmxYNWIpiZ0QxVCY+SBUh6jwKBXBbJliNaokUc6Tpx5V08I1YfOaSiDAj2A4zHEaJrOkII8SLkYx3f09/MJi7Alkv0qceXjzmO56jeWiIF7FFEWGlwjWr9eI4zlCVRmNVwSAOntO5dZt5G4dNZ1R+2DEmx3Bd48fYbW7VN98E3F5huavqK718bwFotajmMcUsSDQVA6iK45jD8stqUcaRmFQLSvYikFfaxEXBc/y5+za22TEzIsxinAYFh5OzWV36xvYSoXRasl0GSFjm1uzfZr9lPE8oFUraVVrFEVEODbpbe/x6OEhxaLJ2r5Jd83m0wOP/p6BlRbc6Ai8lcTLIlrXNAIvIzo9Z6PaoHJ/m6WXc3E4oN1W8S0TfZHgf/IjKtv3wc+4XC6w401WV1c0VYdLpU0pNOp1EweHRuRSK5uoyyWDcUajX6Vv6qz8GH2qsLdRwzgYkFYC1moFszwhVRXsJCGJfLbsnFgY4KTMp1c08hglUXFtC8u7IrELUi8kNWzMRovnDYu5K6kNfHqzGi3fZa10XqiWrveYbDY56oVYWRPXUqnvxITXcoShUSKZfeMejQsT1TtmzTmnfPIZrTKFxQy3qdHvKWyua6iHEcHYoO256EkPK3AY5xGj/DltzWBiGIhUIT04xe5JgmQOZsL9ayYnjy5Zb7pUDYP5YM5iXBDGJQ3Voox1okDBKAUL/wrlQsFKHK5KiIuIWC544/Z17u3fYho9wRRDtMjg6ZMnjOcLZB7S3Wiy1bzJUe0BQ/+S9z+8or+xyf5bNvH4Y9Ik4VrjDldnh/z4kU7VMnkWRHw6P6Nl2tze6DOeh+QLFRcgL+i7FoZskVGnapf0aw1uVpvMghXL6YLUmHKmB0zOMobzkNOrJZuhxUlNYDkGm4VJHqQ8mp1yujjBFQ946fpNbvT3SFZDftx+RG6v0GODV97co1pdMs5+mTd+5NH56H0MtSTUY0o3JJEej4sRXlJwvJhgKwrLOMUyLZq6zTJIcU2bbjNnu2lz9NwjKSQSgZASKUEIAUJBIpFSoghBKV9UkZNliaJIXn6th1stiWWbibrObHHBxjr0mg3OVnMMV/AwPGHDtWltVjg8GHL/9haTsyVShrxRexNvZfM0eUSuSX46esy99rfZVNY4VTv0wgZ3ww02amtMlhNeq7zMe/zjfylXfyHgnhQ5n16N+f3xJ0jVoqfucsO5xVR5SiLmlIFgygrXqrJWaFx6FzTUFo6i4FgOjYrJhAlaM2JzP+PTBwusuIVVaTHMJkQkjA4ibDNHswxa3ZylsBiHCdJWMKsFkXARZc5q4EEi0KSGIUISqdLarrOYemSlRqXusph4WBUXUdVIlinVjk4eJzRv9JlcpugVje7dXZTZHOmf4Ix9ikTjMqny/TOVMOoSzXXERwcYzQZ6sCAerzClRTI4wrBt4lVKoiyprVdJkkvsPORKxPya+g3eLt+GXNI37uGpx9zUbWbyirzI6Np9enIbqdtEhkmsSubaOWNzzPaNm+TDGsZK53w6RMPACWsMlz5avaSz1uPw0Gce2qzp9ymPZ4ysS65bNUx9hpbk5FqJbuakQcLiIEdVDZxIoFV1bP8Cw3TQeiVu1Sa3WizGCcujOavlMathySq1MLs2hqNzeHFCUjOwK00M0WMYOAxGE2Qe0fRV7uhfIEyecXkxRtFVLNPls08nVC63sNqSSJtQb9so7ZTpqU+9E1Hv2DyfBLTXa8SOgVap0RoPEDLnLNEwzALpJGgVkyRekeYaSuqgbm8TPhfUwiqrScgkeU7pRCiVPsgJcuQitCqBIdHdKkLXyVsW1W2F5OKMRnVMPx0ipMrsIKHqOrT0nJ4Ke7nB+HENsWizL6tUsi7MGxRJxGUBj7Uz8ihG3d3Daja5TE4oxAJ3u0URjnn5VoW6kpFNNSLfRklz7EDFCws2ih41ZQ0hXRZJRt7MGcUeRRigFSmO7rPqW3jbGg3vDiNfcnbxmK1ru6wSQbpacvHsnG+8ustao8r5xTnj8SF33t6jer7gvU8+JR3B3d426/ZdLhZDujsV9o49bMvEVDyisElUprTciC2niSci0BREPUHLpoi5wpVXEG4EtJt9utfvkXmnHAfvsbOxRn41Y1KOsfSCKFa41rLplYK4GlFKiC9XPHyecDIOObh5wKZbZWO/AnnC2vU2TpBzLZTUHugMLmOoj3mt3UKLq7jNjHkQM/MyLqc+XjxBoU7kRSzjGFXLQAgMw2AeSchTVEWgKpKiLCmlRAjQVJWiLJG8KEotpUQIgZQvFgFFE9ibgo3dBne+sMOnT5Y09Da5JcjMBW5dkihDxsMILzPxvQxHeRPNW7DuCNYqBi1dICYJ9jLhyfAcXRP8zuXf5BvZn+GG2ObD2Tv8xfqvMyJBqEuqhf5zufoLAfdCSg5nCy6DBZbp8JJ1CzkVjFji6II2PWZyzmkxY7Pc4V6jx3k4xLciGobDyeoKrZbhLQuWh0v6fReKkEwmbFYE7Y5keJljtMFwVLwsZ+UXFJqJLAU7+00uT+aoboN6K0PNcmZeTk1LKOMMq9PCVnPiqsFy5lGYVfwoodWvo2QezpoNjkaYSnBNKvUK3S2DVSQo85Jo6KMlbdI2yAJkr4PttFieT3EcHVGYhDMPhQApc7RuhzSNUNxNclVFa1fRNAVp6WxYr3Lum0REHMQnOIpKFtlEhYGp2pxXZlwmEWthjSSysLSEw9UBZbOC7gZYPZsHkwnVcUaRxSwzm53xGkHtOW7aZ8upkhYt3j97jmO32dpuovemkCpMlBXTZUhnTcFUJKPzhNpOwd6GgydT0lmEsGOapgESxjLANBRquy5WWiEJr0iHPlerz6ip69R2twikjdKqczS8JLQifPMIQ5bUbRO9WGezbKCmPmWsEEc6PWMd3c+ZrHwcp0uHOoqiMFvNsdQR8TKgKXXM8+dYlsMkcckjD+maOGYTu5wSGSGiojNLZyh1hdgU+NGM7IZNGje42YJa0OV8cQEVj45vEG42yLMD7OIIt0xe1Llt7eA8/pTg+BP2u4LFoxHzY5WaoWA3oKZKtsoWwVML/7iKElbRy03IuqjuHpfuOU/Vj1gpGUbiEy8Dyt4mVAW2UWORDzG1Gq7ImK48kkUBuUmr4ZDnBq5bpfBgGcW0pU5PNjiSF6wSE2nGZN4SzVJ59qcP2G0ZFIpJcp4zWziIeY/NVsnUhuehTyfw6FQ3+OrXDFQnQJ9M8FcpdyiZVTVUxcDdXhKuhYSdKqavUstDbENhMjrlzY0eXlJQ5Bl9RaN+q06oNtic5DydRWj6FGVUQRozmusGmxstnLM+xdjlxnqLUmYcDz2mw5A/u/kG37q5y0ebJ/zp737A7S83mTBhOZ3zhz+ecm3d4a10lze2WqSriMXFJ/w07tE2Im7c7ZA8LHl8EPE/2/wt7up1/kn8RyzCA97e2EVqkvcfzSgLKLQCVIEUgtwsSEVBlBWkOUgpEEgUQCiCl+53KaKMs4HPMkhQhEBVFFAgywsoBIZZ4/ZX9nEig81ygI9GMBHkMiXwC8yK4PY1lWQUEqch0vsESU4hQrqNPop+zNViiVc/Z3YxxtAr2ArUZM4d5xUO/Gf8wPshb/V+jTBZEZX/huwHhBAq8B5wIaX8s0KIfeDvAm3gfeDflVKmQggT+FvAG8AU+EtSyuOfN3dQJFzGEU21RZErPJofU7dMdq0bjP05ueHwRmOLj8MnDOIzerKNrSnofUESL1mlc2poWKnFyaVHmYe0Wyo1W9LdUti5obLwPNY7Dl4eExVgGYJYU6g0dObDBWqakl5NaVZsdL1AkQq9akxDc5n5S0IjpbvepdpVuTqKSWOVSFGpX2uyft1Bli7zcYDS65LWG8RBSqK5hGGGbrlE9TpGYxMlLVAVh2y4Ql/vohoqMQGbO3VWVwWOIYi9BUkukKszECpKDrGmoNUMPtjLuFge0RVdymIXTxYkvuCTwx+yZW1xkUyxrApaUlKuBG2tTU2aPPVPUWwLRVGYGgc4bsi+3EYJp6xpFq3oJouBD27JWZCzY+xSFD7mMsfTPJLSJKnbrHyfMJfEicBVHJbPEzR7QXtDwzEkcy8h67aIk5yK2cRfSfSmS7KSpOEUaRqkpWSlXiI3GqTzJc7GJr5WcBZcUlgmu85t7OcR6rxOECfM9YAs9bhmt6nKGrNZBLlO0UgYpHPELEIqCpOZS6ttkSspWhrS30uxph7TXOCFMbstsMyEeRoSxBllKcmzkNJZp1AtStvFLwY8X3OwWScpbjF+9jO2HYtmM2TbOufJ+CmdMKarS7afnLGYxAxnKRcf5WSRgkLOcJZSiXTevLlJdu4wubQopjvoZZ1Qa5A29lje7XCmrHj0eIaSFRjBBOXkDN1cklZSZF8QTmCcgKEYyGWBKVQKM2bX7jCdCVShYBkaqzQgsFNmqwUsbYwiwGvaGJZClCcw9fjjv/8ejVtbuHUX0YK1dZMtrc7ThwtOj+c8G/6A5djHVDP2dqv8+PsXPDsaYelwfWuTpr3kazs6/nBFdG5ST3SkH+FlMV/Y69F2bZ7FKrNkxtJTka6NbveYTy6o7lcYDYc8G16wPu1RTRLKl1vc/9IX6f47KTPLg78+5rzQsNUKX3xji+q1EUZ9zlv3XV6638XpbPD4D8+ZTGZIKbg4mvPv3b5J427Icznk4PIY1fyQPzg1+Ok4Jozgv3r4U14bXMNpb/J1cw+TgmfzQ645DQo54Ci4pNQgUwsCqVOxVToNE+PZjHAhPwefwvZuhS+82iM8T18sClcFUVwgeRFzF0hEIfjshwP+4re+SNFagVrirIeYs5zjlYYiTeZXK3o1k/ZtSWta8Dg/YRJO+OpLGzjugMvylFBzePjBM/bXHW71m/xSssZGqbJYfIoVCr6ovkU2WXAQH7DefunfDNyB/wXwCKh93v/PgP+zlPLvCiH+c+A/BP76569zKeUNIcRvfz7uL/28iaUEL82wZYdCtbgonpHGYEUSKVQKYXGZLEniDNtSWYoJ0hSIeMV6o8vz2AdRpWK52MUMTWjYho6hl3Rdkw8+m2BUJY6VEq9U9vdhWys5XxU4dahsdLBlSBxmRIFkPBaEVymKblHGKaQq/bZJIFa0elVMq8Hl6ZLYi9n56hZ3vr7B4fePybSQLJlTTiKCrApZQSYqhHkFIrDaGnkYUKgxaTijVrORQsddaxG3LGylIA8mROho/S7RaIwsIlRdIcxVHGlxYc74LDvCTXXWb73+4iecZYw9A6fmkKxMAn/FRA4olJyPZw+pOk2CNOMpKyq1FkJNCM2YwHvCd6yXuQoXtLQW86WGkqhYSZ9+w6I0VjycPkJIQc2p4U082jUXXSn57HxFt6tyba1CaSfUHAOrKKmjkZRzLNdB11YYb99mFjkolwGtDYuaW2d2FuH5SxKnIBcJWXaOWo1IlYCutU2iC9R2m3mSUSY6kxSsos7lQiVRJbmukEmDPIuZElPTWuh2neFyiV3J0V2F+SjDERp5LNAMG8eCLM/Ihhf0LZUwSVioFj41tHyMyFPyyRxX0RgFVbbX79JZE0wvPcJNjZvXx5weHaLMlvSEyTWnS3h1nSg85vnjE9LIxXEMKm7GVsvB1qeYmc2j04hOcgtDvc1MCQgcnWA7Y9EbkHYtmvWXib0J8vyc4HyMchxh7lZRpYfUS3ItQatmCFcln0dUdIOa4eCbGfpKp+KYTPOUaZwQVm3iVURF1qiIKbNaTMUAvdlhMQ85eXqOsbdBUZnz7oOnOEnC1fmScBFQKgUykwip8OEHlyAlRakgKDk6f4IqFKS5xqvXDPznC3qNJhu7FagL/DhEODrtsMblaoS9vYHtOGSzI7Rqg17tOsPVOR4+x09WrPcNhmqd7e2Q+Vdfpafa/Ee/2ee9h0sefdjE2ZywmAe8+zsz/GnJPPklln/6mF+7Xaf65YTMXEMbVLkYBcyrUz4aLOm3NX7F+jpltUOrN+V3ph9xWh4zmI2oL12qah27DRWn5Jfv7+B/kjGWIVG5BASmbpHkS+LUoLrmEq9WCAGWpfCtb/W4vV7hMJ7RzB30usHR4ZLQSyglKEKQyRw5zdkvl9jVjFW6hjtrkDpPcdWEw4GPqmtkRoKZ+DiOxL4+YHScs7BGfPjc4wv3WiQtlakM0IjZ2d7k4fMryrbGPIqoVfts2hoZKfZFyfV/EwWyhRBbwG8A/3vgfymEEMC3gX/n8yF/E/jffg73v/D5NcA/BP5vQgghpZT/svkLJINszqaxiS0qgIEmHLLCoKJpBHHMWTagYZs0KgJPXeLFHptqk6PLMWGZElgLFN2g1TZxTMlmz+EiGHKZZRQSmh2d9X2D6eMYfa2KzELUMKVeFQRhwXKSgFrQblmE0kCTJnki6Tg6cz9lFWYYloJeRPi5QAQRrmVi6QqOVWLZOeoypKalyERlkTZw9Rp+UqDtdkk9k6gsUTKJIRMsLaW6vkU5DKGqsxwvkeMRhl0gG7vE3gjDVAnnPrJqYnZbJF5BcXODxq1d3JWGqPXINVhcPmK0yhiEH2BXHdqOQ7vWxl+OIE+JdUlFVAhUQVEUGIrGbu0lbCvifOHRMu+hxlWq0mSUTtDzLk2tQ24MKdMjPj4ec0M3aa+vcTkZsO7ovLzhEgY5i7MUpVJi+oJSsxC1FCMqsfSYen4Jc4dY7aDVBOorHUwpUVcF0XSFSCZo/T5+OKPZqZLXcy7Oj3CujpHKdQy9iRVq7JS3KCVIJSFRp5hUyUwDVTOwU415tIbpebSEzvzyEHttxVWsU7X6rLwV3bqKKVMqmqTu1lhME0IZsbeps8o8xvMZhAm6KCkUjY3NmHnsEZ8abOy8zCt3HIaPH3P4SYihufR26tQLiTaNcetf5g9/ek6S5MS5iueViHzOn//2NfznOvW4gxbtIarrLOVTZvYIWVFRVZV8MaYonuPqGaG5on3dIby4JDmdUrnTZa0vMSchSQBaIbAsG3ul8+jIR1UyZF4yKjzQ1qgpBqExx7KaoFgkkcCsWqyMggo6WlvBjBSScIb3/JTw6ZCrICTLis93WCCFeCHpK1+oQRAv/JhKBIpScjwIWa+X3Lreom6ZICKeL3zSQkU1asyjMS/trOFbJenwklqqUa1JdgyJ9dYdwmLEh49P0I0qdUdlrD+n/711ytUm9qsdTPMA0xb87u9cY00O+PRPT2k6LZ77Z3z9pS/yRltFHyWUqxaNeyHxQOHHxwKhNPnuP/mA13dusZav86Ukh7U6R9GS58kBlYrGs9Excq5j+pIiVYkIUHQJhYWp5axWEXqW4dQNrr3aRkWg5gV/4TfW2Vmrcavd5LOH55TCZraYEkcxBS9kM0KRIKC7USNvbTIdr7DcK7bWBVehy81+zvggYLJQWdoucnONxLlieB6wu7uGVb/BZ6d/wuHlJb/6tQ6vf7HCk489TNVg4ac80y6RqoFWGfGp+kMqWR9DVwnjs399uAP/F+B/DVQ/77eBhZQy/7x/DvzzsiCbwBmAlDIXQiw/Hz/5/5xQCPFXgb8K4CoVZmbMXungCJeq6iJS9UWhiVIn1yKkyJlnPjKV+MaSjtInKVKmckaeJ5SWhVrJEFlKUpYEiYJbVdHUknZHJVUTfvxJiFdAPjOwbQWrohMXgjj2SBUVxTYRG2tk3hUJBfNZRk2FRkUlQwfTQHNNHCkJkiUmKdOjCefNnPmJz2rh0+1bNKo2ZhITFTrrrZjnV8+JFqBt7qKrArUoKO/fgVd+DeW//SHqLII8ppAacaCi2TnVmoquWTh6hVzE5EZCaUeMuMDce40gLSnKANOukbgNsmGF5GJOFA0Q1T3ywmMWHrBm71PkKZkl8AMfXZOoikpTBEzDMWXus+7cIZQ2q3DJpVhwml0i/JIt3eHba28jPDg4PiQIEy5ClXSpEJUR65UmDVvQbZU4ZsLDwQR8yX5dUio5jlFyMnlKmAzRmjVsLWV5NGGzUuCpAcnsiKRYonR2YLdDUVgou/dIPjgnDmyKsk0pBBN/iqobNJImLa3Ck+IxFctmQEajcg3DrTMKBOp8xCKIuF5XWOu2WE0ibK0gC0LWbYurR0sU16SQKpVqg2wgcMKEPSnZfUnn8CQkUyRpsKBaWBhqG5UZUZZiV7d4+a5J8GnC9GrOnXsdUvuS4myP+61X+WjwlKjIMaRGR7GxFk2EV+NV8zojc4/PajEPtCkbX/sCSm2F46bM3nuftR0TU4lZrJb4Zyv6VYfhRUD0JIRaG00z8I9zhDAo1ZyGMOjZDYJFQaIIKonKOJ2RzR2EUChTUEyJrtl4aQLSYlC18Z4cEA4W+IsJskxRJBQSoHzxOVkiUJClRApQeZGcgxQIXsj/Lhcpq6DOUsA481kQoigl/XqNwXzCnXs96hWHSZiTqhb76xPsaYfLyxmfPR5jSos3X2vjGCpVu0UwLriov4OzrnMW+rR6Gq1ehPZswFP/imfzKxqywtHlBa3l+zi/9nUMCQ39iM2ih9Jvot++yXas8N6jAf/pJ/8P1pUeN+prXHkld3e/wL2bTa6WA9budwjDOZ89veDhfECYJhSWimkamIZDYoe4VRu7KqmtadQaPU7eHdFqGexc65P5MaWbk50tKYv8hUoGgVAkhRBoCuy/vgU+BGqOYuqM62OaUsMrY+7cUPiTj3zOnoQMXrnJ2q6NIdYwdZVNO6Wzp3N4tOLj0xnPLwKaOypnPOHWTpenowGVusvxcE7hhtSTFaYB+xUFLv814C6E+LPASEr5vhDim/994/9Vm5TybwB/A6Cnrcs9YwuZw2X6HK9cYCk2rqIRk7DM52iKxoa+h5tLitjENnXq7RK3t8lkNcWsCEqRkSo5jWqF6TxHFCVGtaC/oZIbBifjmAKdaJnS7NdYhAnnz32uX3ew1g0OTks+/dE5tYZLdUN/UU2pBEfVGZ9HVFolcZBR2E2kbmG4goaRExwv8ccZb3+xRTiMuVimuDt99NKkkDrGhxck84zw8ojG5g6y2qZ+rLE2uWRchMhgQa3exGsKECVqtY6zX0dZXjJfTWmvO4wHE1K7xVQeoB2PKS2dcubTfelbFA2w9rbo3H+LxcPPmJ0/puZuYDR7FFIlL3OSSk6RQsUwaTTXmQ4mOFWLjeo+0miSKjU0x6AsS5xE8pPwCepkzl+ovMGuusXBdESq2KxZFq20YFqsWCoRqtAJF4JVWHKjsc4896mac2aTjG5fQ5MedScnyXwqmoVipcwTE10WiHxKba3FeHhA8HSKvbONVDXMGwZlVGNaq1AzNIpIZWZ7HJ0/x8p0wlabsVXiR3Pm5Ri9nGFUM4bTCSJQGJxEtIRkuPTY2TGJopTZXCP3VPzli6xiq67j1ppEsaDdbjJ5GNNblWz31zgPrpiNMkp1AbUqWQz5TKHT9ahVFOKkweRxlSgpUBnwzdtrpGHEUXaFlrvUVvv87I/qFEabcy1msXfO1Z5GqbY4LQ+559rcpiDIrjAGKZgKtprgqybTs4QNzUVNUi6+P6O92eG61mG+GlOt6LiGjUmBqiisEpVRkqB9rtZwcod5mSGFim1soDYDpAGGqjM5HVN6c6QskLw4RFTki7AnEgQK4sX/nVJKCl4cJAoFhBQowNVlzN8bXnBnp8GbN3toroNmaSSui1PvEqoFz58tqAUGr97dh4FkMCl57+P30EWNN65/g2+7HU5bI/KtGdYwZUOXsMj59NET7ho7vEKdT5YxneB1vlar8ih6zO03t/jBj99l8Qff4//0l/8qx+ePOHjWxPyiSu3mOWUa8Ct/8S2+/998zB8efsQHURU9M7mSl6zHFXo7G6xt7bM4DPj23tv88Ok7zOMxriJZxgs0u8HUL/DjgmvrLkQq2SRie79CvWOx1i1452zA5aykUrfpqILhyAMKFASiFDTWLb74F5s024c4YYavKkwvJZVkzp03BHotINuK+d3f9fnHP/4jfn1jn/6XvomaZ/zOO+/zLEqIFMH5VBAncH+/zmyS8LW3E4YfwNXZgrfv3uD5yZSNjZDBySUbm6/C4385Y/9Vdu5fBf68EOJ/BFi8iLn/X4GGEEL7fPe+BVx8Pv4C2AbOhRAaUOfFweq/HPSqoFR0nsWPqCkOCoKUmExJKYqMimPTFz0aqsU4H1FXTe7vVrl2q8UPTj/g5V0D19QJ44JSWHhJxEUQ06mqTOYRGALDVaEQ5BQEqxBvbpOMY8wsoQhgMItRsFEiwST1eem1BlpmYd7YYboqEPEVcy9mreFwFUuUWoNCSZmHBZafUtcUVpc53RbYhsGptyLOHIJSsLZpvbCYtbsoBqjGCj95yLMyRVsOyaQEalS376JWbaYf/xhZxPhWidJZYxoFqFt7SL9kNbtAVec4UqcYjjk9eIazv4OIU2qb9+nv3eckvOR4cMpOZ4c0iwgCH8fqkCUePin1bg05SwmLhGNjge4umIolepChKpLVPKJZ2aTubzGel8z0hLrhMPIH1HVB3WpQ1TSctYwn5wPKhUVFqxD6Fo6r084NTodzwrmJoUicio9Jgu9NuNGxOLwoSKoWfhBgrq6oV2vE3iXtICFIL/CTFrKR4FcWBDt9oukYSYm5qeN6BXnTIbYkStZloozQV0saixB0A0U0MXyD+CRjt9bEGhecjscEusGr9TuMZgsmyYCOVDCCEM3IycMZlBq9+m3KWYPHnyyp15o4dos4kNgyJEoyVkVEtjCoN00UAbVVC62o4RQ1ms0q1nhEkWcYSp+wbPDUmeE1UoIkpvL1XyY6u6Qvf8wb6z6Tzy751f0Op7OIh08H+NOYYv4iE/nmtoWMHA79FYvTMbNWwfqaSqtR0ExM2nmDeZKTKoI8CqiwjpY0MWWDkBkZkqxewVdWrFZjBu/8iEKGFLJAKcULvw8FSqVEyBeZmKqiIl/s1RFFyecqbxC8AH0JlJCKgo8Opjw5m/P26+v8hS/fRm26hM1rlOdzksdDPhldcflYcKu7zTB4QqWW0iDhs7N3kaJA9+Fu+zq7yh0Ofrpi93Wdhx9ccJandK2c75494HD+PWK94Fe//ZsMzk8IE8EsSzixfbzmPX6kpLzcP8eRBs4M7nYLTr71Gp4zI1hcMLxYIYsVwaLJBxcPkY7Jt+7+Bl/iVY6rFxyHl6xSn1QKtKqNGC2xDBOnUUfGcyDlrW+1ud0qGTw/4dMPPcZXEYqW8PTxiiyRL747AZom+OVvrePIKUtpE6cOiV5S6egkQcaiSGlsqGw3bd6yNZ58HPHf/O2P+fZvC3bvbPLS3hY7+00Gzw/54Gczdq9r1BsFl9OIT6ZTZlnE+l1o2jWm54IfHZxjGQaq86+plpFS/sfAfwzw+c79fyWl/MtCiH8A/Fu8UMz8e8A/Nzn4x5/3f/L5/R/8vHg7AIpC6jrYvkujdBnIOft2i67V5OHqABnnvLp1n46t82k8ZeNGl3Y74rP5IfW1nOu3TTY2JdHE5OFhil61WIiAQhaIUuK4Oot5iqEIOusVvHnI8GhBnmrIHC5OC2TNQlaqeKlPUWocH+WQJDTaKxpqgeikLDULb5UQxTYlKoHqcnKVsLZZwzYDBvOUEsF8GWGu6+RGine8wuxv0r7eJ9NtokCiSAO/6eK09xArl+LsCVJfwqlGUq9huVuE0xDZswkynzw1aN26iTUaou/cJj44YP7gEwy3hmlU4Picyu03idWAqfcZuUgxt/uMRlNSmbC2exNH6WK2dlEtndgvMLtNvHjEWnUdv1ZlVYmpxQaz2RGEc/aCG2wqDfzoghjQDNipdFhvOiSrEF1t4BUrbFklXarEus4qz1irdhm8U6WuOywJ6XQl6aqgt5Ozf83gKgAHHeXdnE/mBW68YHPPITYNlHDK7n6Nk6uA8WTGNGwSN0pUkULqo/U6NLUW0fNzyAxSMUVp2SymQ4pEwZzXsLMKedLEDeHx4Cm2pZLnbTxN8NFwSs9uYicFlUUdU7H5ZHqJKFw61QZHVpNqVbAjXmE4eQEyozpDb7XJk4zlYYm7nlDRVvSLdZZhnZPxitfffonl8Rl5oNDW+qx8iLQpiVKQOBXCKrTSEfZGxJdUhdvu8MXiuLBoiBrH0wnzafwvag7EeU5FrdCrWkjVQpMpNVmhnlisWy1IVJIsJxMRig5WZOOULpMsAVXDUF3OF4dcnX/KfP6cvExBFOhCASRSeeGSKqRAVRXK4oVum89j7or64r6U8l/ouUsEEgnliwUgSEp++O4FSQT//l/7FWTpsO03iMyctTvr/LNHn/AHTz/kC/dr1JWcu9cNRmcTjqYhrGD0TpXXt/cQd7/Ee2qLA+Njjg7f5V53DbedcL2pc+PuFr/55gb/z390QOwHDJ7HfPzJh/zF177En55J+iuHtWhOmlU49b7OfdHmi18MWMhjHh4UzNQrnr27oCgLJqOEvzP6hzRfVfjGG/ssHx/w7nFIqiYUmUe/ZZKJCBFMWNuvYJawtipxgxY/OjpmPEhYdy0OzgMSr0RBgihRFI3tjSq/8a0e/TChppiUiwlaxSYyE5ZhQXUTiprL1UXJ/W9p2PWAD7475U9+70MeHZzw9hde521DgF1y3DV462sGiRcSnMA//GdXqELn+nWb7XaO3bVZjHxeefMVwq8s4b/714D7z2n/G+DvCiH+GvAh8F98/v5/Afy/hBAHwAz47f++iUoBVWGhOH2KcEVFGGRpydPsCAS4ssrIX9FwWrx6fYtL7QnDNMIXKZ26ztXS43yRslwpdI0WRVQwX6T0LZO97SoySalVVExXIypCGhWTXBMcn8fIXKVISwwHwkmBH8H9uwqmmTMeq5iBz2KeU+YZpm4QhimGKej1BGp/k0pTRwxOWQxD0qwgc6rEMTjTmP6OQ2CDLJeoMqVwTWaxwPNKpGmQaRntnX3UKKEQGYXistF+mUU2xTcuMBSdTqdGshgQngbobhXGHroE0alSbfeJRz7YNtIUpOEEbX2D6iTALyPctTUqqk2jfoNosSJcDSjaa8SnD7A0C2U2Rzdc7LBNs7KBXbdY+gf46hUfqQVCu0GeTdHIaVtNSiXAiGtceT79toOZORSZSsXRiZKS55ceotNgNlIw6y6ZrvPwbA5thXoNeg0YTQqsTGDbHoQ+rrAITw6ob/aodSts10pEIdDjOVeOjV9ZIWoOdfUWi9Qj0GIqdovydI4sHbRRBJlGbKgUdkZDsWnkDfaEzSoJUFGxMFFSWCpzBquQht5AtboceyUN8UUK02bm+RTzktoVKEaNsl6wys4wx/D+ySn2WoBmGCwuc2bznMFqwVvXtomGGc8Oj7lT7JEoMT21y4gZiRSUoUauVrHWPF7dOmA6+ASlV2X2oKDt3eWPf/whL9fu8tvt/4gD8RHfiz9mqU0ZTArWHYuertCvOZSF5LrT5jweMBVzZnFKWNFIZ1WaahMvC1hTrqMZKm3X4Z30HT65+D6FjCnVF14oilAQsnzhmVKCIhQUVaEsCwSgaBpIKGWOokBZihdQL/952o5AyhIVQYFESA0K+OBoyW9kfe5LDdes0bj1ZTpuny9ta3zw+ymTeMm9V0zu/sqKxWc+p5/kLJeSb/7qgPe9P6LWH9KubvKlOzbuf13BWEzZWRNEocKrNzTC6qc4WyM6hwazKON3f+9DbjUq3Hn9NuP0ZXrLU9JwA3eQ0z78CUrwOse65BvVDVxH8H77Mwon59HFgoPFiL/95Lu8sbzFztoaYTnjOFbJkoiqWbK7WeHyaszmLZ397Q7H7055Ijw+en+GKRzO5xFXFyFSvgifKi8Qz+vXtijGC5Q9m3lYoUwkkb8kahqIJOLZUczVMsfpVjl8OKe0mrz5lzZRlxMeX+j87Mmn7P+qy/mh4PQ8pLpV4Ual5MKL+fSxyuVxQlqWLM7f5817++zeb3BVX+e8829ALfPPm5Tyj4A/+vz6CHj7/8uYGPi3/3+ZVxc6LdljnF+hmzFdTeO+eQ2Zm3h5hGlmBNqUPxqcU0lyrL6Hv/LJNIlj2firGL2jUhgBVxSUFY3+tgkyw65oKELBcCyMVsSjA8FsEmO4Bnv36kSRQlaopFWb1dQh0xTGM49KRaDZGlEJFilJLhhPlrS3WuSqTyhNpLEkngd02zrLY6jqGpdXkkq/wcLzKQ9XGBY4NYEaxdiVhMRTiCoaWRaRhVeMLk+IgxnV9i5rndvIMMbptEiCGZZepbL3OuHyFHV5RbK6AjHEapsYO98knM1QZBOjvkZ8eoQiU+YzjxvbbyODKaqi4z9/wtysoDYqDOMl3eYa6QqSizNEEWIVPXK/ILINqmqLWze+yUdWzs8GjwimATeKGl8011nKEY9XCy5XA+yqwjBaoRYli7JkEa4ohULTdSllhqNVKJKURZihGQ2yoEBMHZo9hZ6XMzwpWI9a7FaHuGWOS4H/fMJWr4H/dEDLMFD7a8yGK2QdnP0+3mREJRiR+hm5qJHbMaE3R7MraBWDWCmobe7gT1NEkIOSolQ6pIWCLWzm5QyNLlW7i2paPPMXWGkXX1OYFzGRjGnEgkitUctN8syHUmeczLDLFJloNIwKusgIhcm8iGmvAvAcwsKCUtBw29T0OnN9SZRIwjWH6NUW7c2ceviI272QbmRz/qFgOTtGU+AofcJXmw5vVtp0+jc5WLX49GLOdB7Qadeomw7tch3/uMRYj7hKJKNhznCSUkRT9us3uTJHPPb/Gas8gkjleXJIRgQiQ/Ai0aYsQagKZfHCx1B8bmcoEaAISiFf6LVRKQFFFCgl5EJB8OLQUEgFKQFZIsoSVIGaKkwOdzjtCZKqhDe7XE5P6I47fOc/+E+Y2yW28h7fm39M7VcafOGrNo9+NuPjHGqvbOJOP+Lk/R/Skin/x+98gfr5Ov6NB5RC5+BhneMnFjZt2tsr6kHB5dWCv/Z//wFfv3HCt7/2y4SNXX766Y8YDBr8uekdqr9mU5zussi2mJwP2DD3oDZHyRxaVh0PyUwkvPfZp9y73mTXzng69sizEnWp8Eq/x1qkci21eDgr+ZPjCYGvcHY14WIZkQEIgSIFqqqxe8PmK9/o0zNj5NkmRbCHU1kyH32GLiK2Ow4fj2K8UEAqSJUOsarjblbpv9njK9OIweElD1MVr9vkz33z1zj46B0mOzmdDZedexpOA+bjFR4l3//0nIpb45e3m+w1Hv5crv5iZKgWGWfhQ/o43HG2mBlnXMoT4rRkXe5yQ7vGZ0FKy6iRLiGMLGqtHOEkjM6ek9VVsixme8vmg6MFjbZFswpIwcVFim6V2IpFJdFQKNBt0JsmUakTliWFqWM1q+jLgiQMUfsGUhdki5CgLGi6JfESui2XVZLT36wyW+pIzaWiCOxiyI1NwWePfPSkgrLKmI1Cnl/47Hz1OvOfLqg0NDY2BcFoilMrwGrgHZ+QL8Da3qAetQifPGCpJZSHGc3bXyDNC6LTI3IhkWYDu9dmNT1F31nDP5lS2b5JektFW5lkq4Bw8JxsfsG42UWt9XF7m8gsYHj5lMbWHepr+8znC4hShKGjtuss8xDNrlH0HC7sgFWhsNb6OjN3xUC9pH1hEKttHi0vcfQGuigxSsEkuGK3YlIaIWN/wUajDgW40mCtWmUSBxShih8l3Gj0yEYJ7w1DHLdKLS6wCxeZjJicRfR3Kli5Q3Se0qxLglJlcTLHbO1R9BrMHvwp2cTHViLcdhu9XmMQSOzeHtnJBXqtIJUZh+EJ9ZbFzFUZxylZnLFYjlg32ngsicqS/domshJQyQ1mp5fkhcArUgxhkFhVEhHzZPmIltEgKxKiQhIXBarUEFIwXsWYpo6iWXzoTViv7uBlFmEZkjWaXG60OJ1PkP11spakkKfsbUqEqaA8WTA4lzw6mhIEC+ptm1UW8y4PsKTCjWaHO06Pg8slNcfEMgXZyuRRFNGiSnPtBv1mn93Gkh+895yn0TFBGTFxVabREL+YkyQpQn2xG5elQkmJItV/AXNFUT6Pp0NZlp/3X1yrgPL5rl6tuGiuQTZaIFDQxIv5kBIplRfSVKkgpaTXjGidbDMcLIhmY9beEsh7PcTFkrvTJlH7PuMbBuXmMXfNAV+5k2OEOX/w935KflWh0vwVrg67/B9+9/f5n37rZfyfvc6ffvoUa/Mut/78TW57T3n+t3+Pg+EJtaZBEcV8ejgB9WOub5ZUXZOdLpjNKarwqK58riozPp4/R5te8ZXKdaSRYe24VHSHqikw2gVKNMYudJSlQmnn5EXBWr2JDFPSSxc3apLkCW23wWf5klxKFAGlFChCoGnwy9+5xlXh411Weam1T7n5VaKJpDwR6I33maYRs1lB51qb6TwjjFIKWyNVmjTORvijmE/f99Fdm9pU5db+JT87EVxmGuu1gijLcTYcVoFCEiX4vsJyteTOdzQuhv8DMA7TipI7uUZuT1iKJdPUJylCvl57k/Vsj2fJCfNCkqceuqigiwrJIqRHhbkyIjFDWu0qtqrQtgP8MKIAXnvVYXilURYlGgrDSygcC8suKXWLpFAJMjg/j9nv1kgcQSxCvLTA0isoZkKUgC4F3Z7ATxJ0TcMhZbOisShXOHUDdWUxLws6m1VmkwSrqWOrdfbvrlO/sU1paliagWMZ3Huzi5ApT84CZssF2q2bbO38EhtPDd4/+BmKo6M022RxTFakLI8/Ze3ul1GNGomSI7KMOEiwf+lN0rMLpGUQL0ssJSTOc5RSMn/6HvbmfZS4wHY6ZHZAtbFDOLqkDH10tc50/JxcNbH7HUJLMorPmYmA6u1XKAYTForPwl6Q1eeE4YqK0yQJSvI8giCkVquQ+pDrJtfMHUwkfpJQs5uIXKeSVtg2VRa5x7bWJE09ksRDpBqtTGWk+iiiROQqy3nGlq0jL0JyLMZajudLpB6Qf/QzlNSiWIZMyVGKBJE8hVJHBCEZYyxHEucpslZjtApo3dpnOrvCtqokgwWPTi+otLq07rzOICmxFYPlk3MW6ohOfZOyMIhMnZmck6QhcTdHVgxEUlCuTEqpYhkVLmSIVC38JCDPNISWkhqb1ByXhVaQ728ws0KWt7cx7+4xe/aArQpsLK+4PvQIHzo8eTrCtE0UzcQWBh27zmTk8PJ+nYaqc7x4TioEjlbFEgYW1xBBzkltgdO5Q7p1nVnzCl3bpzx9l8eHH1JmOW6ty27tJt5kxSIbM40nZEkMZUZZvIgRyxJQVIrP1TbAC2OsUiKkpFBAChXN0njzr/wmhXfBk3/6Y5aLDEqJioJQFWRZQlmiUJBlAYff+xPc6n+A6Z6j/WaP1olFbMyJ31owGzrEw0sefvpTnBWcPX9OTyuYP5PEaYWp69LrvIT2gcaHfsGDToX1xk22LBfDzUn8DOX1PvsfvcUy9pBlyMWzgLEy5I8ezTm/POd+7RpmXfCD5RHuRYtMStTVKbc3XbJWk8v6jEpXoxpqpKaCEw344nWVHeUaFyeCbK5yGY4xIofypMpSUfhREjBMVRZ+ytF0ycLPXjzpKAqK8kJZRClQgjYsAgbBGZW1G7wtzjkSQ9Z3z15kDscON19SyKSHgcFAsRgHOcqDR9x40+b7Pxrx/u8NqFQU/vxv/QpH8z30qsPhyRMeqwGpIcnCgkSp0OnWmK6WWM0uPwk9Dk/Vn8/V/3+D+1+lGajcqLeobJU4/ZAfPJoTD21WiUcuzniQn+Oxoi0M/NRDCBXVg3bW4/5alZPoMfPBAR+Mh2z2q6SRj2XF7FwrsCyVRaBgaAXxXOVyUKJVJEVUECo6mmNidl0uJwWF0aUQV+RujYXUqTabNGyLOMuYej5EAYYWolkldRGRGiXzcZ3TS4GMTfb3XPIiR3M0unvrzCYF81FEqNax7t7g/PQ5oVSxnApFBkZFRb+xiVO/jjge0L9xj/DZCZ3XvsBsrUvPcggUC286pba1Ry4SKq9+jWB1SREoyFJFfTTEWNtF7WxRw0I5yilVm+7b38TuXcMqVYyP3qdfv0s1u8bQ/xA/GxOXFfIioVzMCdIEL19Ap0I6raN3LHJHpbd1DcvIWM0V8kinUjHQgogoSLFWArViIZIV/2/q/vxXtuzK78Q++8xTzNOd77tvzvfyZSaTmZxZzCKLNagklVpSV8uwDchuoAEZMPyDYViA/wHDNmz4F8uS0JalBlpSS61SSaUaWEUmySoykzlnvnzzdOch5ogzj9s/3JcsluGi2wMa1AbuPREn4gwInP3Za6+91nfFucJokrBjblAuNSJDxVRVJGO8yuJHH52w0qljiQE+OTMR8t58QqszwDD2sV2o5JKjSYUsC9KaSlq4MF+gGR5Ge4V21yY+PKRMd3G7DYRSYfQvUOuUVLMlilye6+df6hHLjEqTiLqLUV8jdEomsY/WDRCzCiPyeDq+R0VFGirY66ucpmdUusC40MWpO5yN5tTdVbK9CDVW8NwG++M5NUOl17jEabGkUHL2rRFVLaG8sYa+rpLmOWgheXIXy/8UHIvd/RFyFJI+ztBVD7W0sKMWmYRhWGCbNsVJg6pmkAxNBmYbP05ITIejZMlUERzXfOz6MVGRcBbOsb70dWqXlozKZxTzIZluM8l07FqTvmjT8lcxLIsoDkh0g4m/CzromkqwGFNSIJCgG9g1C7PXoCYzoqygtTlgcrhLTZ5x5aU+7/3pIQj13NKX59Y/QCUrckXhj9/7gFv/s1/mBVFxMNwn7LdQMpe1033cUYRSu81iOeGPftjm5GMJ05DhXkyRzriwNubzL/9T1poX+Ru/fgvdmVImPv1vdUieqrz95lu8Fr3AVzd+mXa3zX/zb/8b6uslN7+8xZv/6hPuj56SxCHtZZ2qLDGrCVIVBFmMO9ZZtXvkJ4KOazFJl+DYLPMTHu9XPGuopJFBRILVsKmEgqNY2Hg8WM64M9ljfzHncB5QSlAUARJUeR5p9NL1Ll+7mbB7f8bNNZuZ8gnhTsLZ0Ucc7oUolxpYvsLVekWml2xddEknNsoIrvRLImVB1HCgYTEe5fybf/Uj6v0pL9+6BIMeR08LNturjPb3Od2dkm/UkJ0W+mCL7y0rtJWX+Xkrqr8QcM+qjAfhY1YCUNQJDctge9Cn2xB8uP8pqSip2xWe5jLo1hjPI4RZYxxHTM4CtLZNR73KyM/JdXCFTnDg8/iDilpd0HEqZomkKiWXL6qkAvwoJU91MkvQbwtOUklhqAjTIS8rCtVEWjW0jk4axQSlhTarMJOQSi2xrIC2o7GcJPQurFIsIkbTAK3tYPQaZHYNofhkcUaZpqRxBIZFrbVG7NpYLR1z+RB9u8uBu+R4OEd99UWqgcmz4piOM2Dqz2l89dcwZUluS/yPvgdVg6LwkU8/gY0dqm/dRJY2K51XUD68i6NJ5sunzP7wdyjWX8R97duYzQFytQsiY7V6FbuAQL9EqUCiFtD2OJw+YhFNEbNTFk/HkE6Z5So0mlSWxctHA6okJHWhl17gAjUOTz6ltCykIajQOYlKTGmT59CwVOaagmFWuFWHdGSxlDG5lTHRFiyrnJ69ZGNLJ/ATkjRhGkK7CU3NphjN6Q26DJMUXZuhtzKmuUI4DmnYOvUVh5J9orIgNnO8LYtxUuGsdEjCBEOzqMJDkvEQq+fiOC5K6xhTa2Ok0Pra58h9iWqYnPlzzO0LCEOSaRWRSDAu1RiNDrG3TfIwJw+X0G6iqJKJJcBbg6ZKqKcoF7fI+g5MntJbl2z1QmaPdtG2U4RVkYUZYTVn60qD8X0Fxh6ubBEsfGJdEEQLnqRNTscOrnqVRjah4zocJTMUShpmh0aocHC2TX1jh/m1Jf7iMfVvDmhqL/LkH/8uhecgTAO1XyfLKirbgDJBM20u7rxB3/KhYbOcPKY/PyPOIxTdoHthFdkPqa00UMb7xGdLiiSGRGU61tFJafU9pqMQUQmK6jxKhEoiFAFIfH+Bs7rHaEUnKVxq5i47b9VZ8RboYx11a8pyPeWHj0NyrUVlJmhOztwv+ODeAlV/hne54JL+Km+IgnHrKaFS8Dh7jRd+4xbf8z1+c2PKjrToX16DxQnkC3p1gwtmm0utHrNkziibojkmjqpzNvQ5mpfsB4es1HrsLSSK7pHMJqRmQR2LNJOczg4olQzVLFAqk4NKoas2mJYLHo6nTKOYknOJXwBFAUVUrDca/PrG19h/aw9hKehS5eWtiyiXMl7ZrHh4x8PRQ+pmQuJXPDmpuOLkrNQMZk8jFkpO1Gqx8nqHzoc6o2SXwZbN7r1P+KPhLs7WAEPf4niRYu5s0Cod+q/dIswk/vEC6oIbN0N+/HO4+gsBd0UI3JqOVBKEUNlPdtF6GX75lLwhMV1JzVQxlIJlNaXXHuBPFBzZoszqTBclSpTRMy5TUySqPSVDcvopzPoxL74O42mGoQCVQLdU+l0dOZXMqwpdTXD7FxlPA5y1Non0ca0G03HIcrFAkxWO4RJkFmqQcTqKGKxoeEKi+BlZNSZNShazCqWmUsyHpPkc0fXovrJD27IpJhGLx3OWk5TGSzeYjk/p/vovkbZsSntB/MVNKtUgHd5ntbGGGY7Qrl1gsWkgl1NkFCI7HjRr2MNjZp98gO16lJdvgHBIhz4ts4neukk6H1FUkrrXIxrNMLp9Ahkh2hIrMdETk1pznbOzx6i6Ql9dR/ZMtPKQ8eOnUAU0VtfRs4RkkaF4LsMgo1kZ2BFotsZj/4SwAlc4iELBUxyUVCURBYHqU8UGTc+jLBM8y8OUBu/NzjjyRxzKIXbPZBom+I9T2o7BtQsq1/oKQaxz9EBlq1VihCFpkOK1IuIpfOnL29y/U8dxc0p/iuNVKAk06yaqpeNagsnxPYz2FpUiKIKM2s4a1WJErgiySAetJAgnVKaNsF3UjgdPE6Tn0HItptNd1LqNFBFeD1RpwkmOLBSSLCBSIJP7VLmNXetR29kimk3hYB8hl8jTCUkQYSsZTsOk6wpGj2a0hI2bW3gdk8nEQdHbGKqFYaU8PVsQqXVGcchJdErP8cDQOdWgWSrUzS6bqy8QVhf4NNrHdwvs7TY4BWVVYay1UYSGny1RGy6ZPyFPZrgyI7f6eFsDKqVib/kRm692WBzqGM9GtK5so7d90uUZow8f4TQ8qiLHadaphE41nWE0+3QMi2C5S54XVM/9zsDz6BqJv4jYz07wgxdoNAVtBe5mKtWziyiXHlN4FxnLGt3rC/YO53R3mlx6ucO/+6/3OE3PE6X0pqB+rWDRq1C3bILlGu7VIe987wEv/uaXONw0yI73cdsJR8cZ4fs+mxsmv3ZrhQvWgKeHff7d/o/x+gVRGLF9y8Q+KCjSnJQ5aSqoSQjjAKXUyeyS3aAiEDlWlVNDJxcVkQzxEZzkcxZxQiElknP3lThPS0XXVH7r5Wtc7JncPolxWiVBKWnEFn5p0dQbyHKMEyv0HAV3qyLNcp7cCdg9m7BxuYOSa1SK4HQkcNZbdM7GRFFKa7vLfJKSPDghbZa4W32iao3OzVcx+yp+ELDx4lU8LebSNf/ncvUXAu5SwN5kyZYNN90+2VpIsyFIZcb2xTq3H5/ieR6T6SkDfYWsWuBVHZJgTpSoBDMTRdPp269QyUOuXOhwnLok/gzLMckOCzzh4/VhdwqlarMchbTsiqalcRJIatUpVl0jqTvMDyqkH5AXJVUIUZIw9YcoqmTrYo96Taer+YSLHLdhk4QB86nEcTWsZoPJMMLQNKxmC0VpUM59wr0hwSjHuH6J8eMD6G8Qnk6IHj+jfuEartWm4UeYF7u093VIT0h1lfHRGf7JAcV8hqGYmC99gVJ08L72JbTtAUEVY+oeqSPx+wZrzS+y3tpi//AjBqtfpGp0WOYTwuM91I2r6O0Gs73HeBTkZYRUNaJK4ooabXWLdneFhbtkttgny0oMVVKMlwhvBeOs4lVxi5mYcNoAI3VYZGeUekozVWhWDm3Xo02Grle0TI1AzsgjjYiMcZWSChunZ9PqlQRhiolBPFMZqx4bZoPFsOLL3TUm1n3UBlx9wWFR+ZziMvn0AAuTlmcgZEZlKqzuOIyDgsl0hCgU3KpCi/ZAtRjZKqQhUmSoThOpG4R+QSIzCqVC1zXySYGoOTRW1/CjfVTVR+opmlVSFhmWnJPqPgvlPHHKazgoFAg9QQif0Z2P0BtNjJUGDV2hr2aUpyMuXO0wPxhi+SUbRU4xPBdAS+IIGWtUdsCWtcE8jGi4Fplh0W1cYDaxicg5rZb02hex+g2CvsZJHhN9JWW4v0f03Xu8cP3zhGsq7S/epLHqEtVvMf5vf8Togz/CaenoRYRhCHJFp/PFGMfSGf1xQHI2JXhygmqaqF6C5ijEw4gVq6JaLLAcldPDXWpqjXR/ihyWHI+Oif0URSpARVWCEOeLqYoUVJng4PshX//GgKORhxzmTB62ebcpiPJX8E8dTt78F0yt7/Ltrxvc/sGc/UNo1iyMhsc3vzngtXaN6qWcd7brpGqLOO3RzEZc+NWbzGop+q7LD393SJ7kdFcMjJ7B/DBD0bZoX3+J3cF9Bm2P06cLMj9DDRIur9d59QWXg72Yu/cLqjTEcSuEkaEpKqKQGKZLUSpIHWShgK6zJOfpZElWnbOJz3IApKBm2Py9l77JK+6AvZMj+nqX4fKUZjpAD3SMjwVjJBuaTts06NmSp59kbF/0cC879LcNLK3kO78/ZvXrfTZXdaLmggMtYLrrM5MZXquDYumc7Z1QVA5qu4OzusIkCdHbAqNbotpdHp4YP5ervxBwV4TCJesG2fSA3PMwjSa2UmEJnTLNqbsefhRh2xp+MWezrTBhl7Ko0asuohcWoeKjywrNsinSmIZuU7MFSRCQH2X4iuTocEJklKSBQVxaFJlEnqaYdsSqZ6OvrvD444dcsCxOTwPCSUqVga0JXJZsvNJj+2aT+aRkEqlI20eZhdRUgdaVGJsN5qnGoNbjbH9OdjokPJnR7Dc5u3tCNAlZf/0m9UuXEbrC2Y9vs/2lm1xcUwk/vEs+M5FKRu2xwsKTrF+8zGGyj7RT1HoD8ewQ9fA2iW5TGQVl3UQ0VLTAp8wWiFabKnBoNS+xrm0Rpxqxr2DZHbLVFgQxFQEn03vUCg2112F74yVmaYDjrbHu2lSyoKtV7B78AUmQYRQWtVInno6p3DYH/gEFFaWiYjs1LFNQ5QFbbLOUS+JMRaqQpyOSwOawChirUyLOwFrScVTyJKYW6ZjOCqPgDMer42m3mEzPkJHEcgU7G+vcO5wxSWfYlmSlnTCnoFZK0rMMNEE0Aren0fQqylShvy348Ccjzv7sCbLRQb/8IuHZHnqcoFhzTHuNQhS4pkeYxxhKyGJ6Sv3SDrkZY7s14llOXRZkfkYicgy7orlZZxlGqGVJmEXUunVKmVMuhjidNnYtIjwbkwmf2o6PWyvRTo7ZqXyWUw3dlqxeEuRPTbKjOlJxebaYE4kaFh7BMiJTxxhWh8K2mcsSe+0y+saA1RfXOTz9lPfv/A7XVv9HGOMcOg2Ojm8z+3COrDdY//KLaBe3aX9bJ/z0u2gyRtcrsgq8Fmy6PtpKxZmXsP/uM0SmYdzcIlYKeo2C2orG+EnI1bV10viQlas6hq4wO5E8vntEnhfPPTEVkvIcdJVEVRQ0VKqq5Ad/8AmfX/nP6YQDsnpC56UFbuOE8mCAZv2A5kvv8OYPpvzgo4wskhw+C2n2HHYuN1jb6rBV3GJ4R2B90kHfaVLXS+6cfomzV6FuzJgeP+Php/swH/LVX18nmWXYis7Wl8asvPYj3Kd10ugW2mJGtbyDYRZ84VdtDJFQTjLa6yV5IrAygWJqnM1y0kRD5BVm20bzNNQqZ38Zomg5oyAAUXIuoSaQ8jxQ1BU6141LLPdTAlXgdR2uNq7S2HE5ky3sT2KyVwpWb8FHPxgSljYfflzxuXpJlQzZ6LvsnRrceyfh9nsf0d422HjhAuZKg3qms9wNKYcjMs1C1DvULr5AmRds2E942evzow/uc+HiKyxGj1hMjn8uV38h4J6TEKr7SCnYH0ckisnh6QzNqxBCsJQFuZrRclWOggnHwZyGZtP1DI6yXVr2AD1vUMqCYKgThSPcXoWjl3hthTCHx6chkVtQX1VYLgKsuo0/TxCKQbunMT4YoiQVZhzjJwFGrjPwNKJ5TjhMaF3UcAqfcj/EDEo018NoSiIUqiiDTJAHMcHRkkwp6K736W61GY1yzp6MCEcLVEWjjCLKOEWZRfQudal3FfYe3OflZEC7X+MjeUb61ZvMf3CXhb2Pkh5Bo4vorlCUUEUBxmuX0Go1ZomOkueEZUYi5mipAol3fv7MxMxzCj/Ga3kktkYubPzZKReuf5Xg7AhXa5FrNn23i5AqeZKRhHM82+PCymXSoc2muIKyWBKII7KiYmiEOJqF0DzG+Qhy0KTJE/WIgDnttI7ntUmNGqGIeMxjQnvCestjGWaM0phlEbBeDShGObbVpu7VOVgeoqg5g57LbhHRHqW0azVOZilCZpzsLbF0nSINwVEQrk7u56QiY2uzjtkwsCpYWWuzGGssQw1jnkFSUYQK6xsWizLDQqGZxxRrK4wOH+MaMzTVpSCiWddwPEm8nKM1TRq2hdBzhCJpbNbIwpxSFwhF0Gj38M9OEOGMLCpxHLh5Q+f6hsuj751RCbCVgpomGI5LZoOc4/mIhmozX4wxnD6ZkrPtdClMjafVjA+DB2QNB8Wy6PSvYb1yE8X4AVG8T5prPP39uzRbdfzDFKXexlYiFo+fMNYKdl75HCcyoFQNlDLBthUKIXC3Buy2VPLFgmy1i3QOcXMFJZVY6xuEZk69GVDZ4KuSjYGH3dI42g8wDEnDNFlIlbCIQUgECqqiAuduipIKoQj2R8c8Ovqv+PKXXyXUjzHXtxG1U/aKiDs/+VPWVod0G4LxkcQsLTxXsrIx4K/+5oDe8jrB/A2iukLQXsJTi7N1g2Cni/pM4eTRmL34GTf+05v0mzd5sX6Kkur8h3+2z6O7j/ny5jpfeHYTPevhXntE9XrEwh6x3lV5tic5neVsXGty+CzEjE0adYdpmpOnBW1Dwam5ZFmEM1BwFIVEGNh1Cz8MAAFSQQU0Aa9srpEUKf1smwM54ehohlBzhKxwOh+QdRxES6eICnqqzaCu4dUKvv9OQeumzS+tCrJphqpKomXG4YOcZPGYPHUIcp365jaLSQpel/bnXyOtClzd4MatDbzcYyWbsJg8RSgFplr9XK7+QsBdEwp1D3SrRLNS7ErHX6gUscY4mGG7GpZdZzKK0Q2TkopZHiLEAscrCWVKurDIqhK3VtCtGRRCIEOVWCsRGmyveJzmMVoJr656TNOCoKZy/2mAIz00T0dJfbQqx1AcKlUyGcfoqgpKSb3nstEXhMuIONBYnkxoOaA1DAZXXR58EBCPI8y8otGwWd10UBUfxUyJqjnXbvZ4/Okp2e4jBp5kPJqxsblKeXwKi4qT4xJ9s0n66oDFRklyyWM976IYGunVFYpEhSQmrhnUhk8x+9fQegP8yICOh9rvkH00JU4CTqN9Al8nLxJU3cGNPFpem9TW6dBBGZdU6QZmVUNqBnmakDoQBKd88v4/p6XWKcMAV6kh1RAlz7loXUAvY/bDO6iqS66U5EpKJSNqQqNnDFD1OkWRIh1YZAFShKTKhFVFkiUBk3ROGRt8bfM1sixAJaMmVaL9krSlUVd6qKQk1YLpicLKrYSLms1wUXFtpYNp6hydhiByZCbpOBpt3cIavow5djiwPkb35+xs9Xhyf0432cefzVEVg2r3jFI5QnW3UNbaLPxTrIGLV2vi9RT8g4+xw4qyyEhlgUibRH6Ego7ZcOjUBHPbQVUkVZJQhBPyMqGhGZi2pLdi0ekoHB0EhH6OruYEtk46KVEDm2zucMHucHgmabY3uD1/jKc3WMQSc+MKcVlQFeDUXTKj4MarPWrlhIeyyePSBWzyZ/tEsz6Wr5AuThhNTtFslTxNCO4fI3DxBgOqqCQ2C9S85IUvr5M1JQdjE3VrHbV6n0JkOPmc+ftTZuur1FZeoHphQJUdcPFam2Icc+jnWHnF9qrF41FMXmhkecG5JftckkCCLM/DKhW14nG04EWtxuTQ4/qpihGtstN/yCP7kDvvJ0RZRhoqZGmO19Tp1W3UbJXU/jqzDMKaRmtqMjVnTOI96qcfMZMK2l9fofnmmJ0NhZVLq5y8OyEqt4hbLv/i+3d4+84eRjjiK19ZZ+VzNVo3N/h0z2V/fkbjcz3k3ZxJGhLmFXGSEeQ+0VylZtUwTZtyUSGlyfH9KXVLxddy5rOEUpyvByrVuaCaran89Ruv4D9JqRUVqW9RGiareZvupCQ0ntLcFiwOVZZ+DasbI+3zRW5mCXZVce+9kMf3c6q0JBM23e0Bs90hskxZTDOiuITuBTov38DslCiOgyt7TI0WcytFe6XL9Cymq2UwMH8+V//7gPf/u1ZREdgTVDfA7GQUacmiSsinHhfqA6apD4GkUzMoRYnUJKoTcb3ZQ1QSy4FlHnDncIE0VVYvm5wGc1QNvKZOWGlsuS3WG4KiFRL5GVqksLOtUGvXePy45ORBxGrXwTJUwryk0XaZjkoMz2Cw7ZCGM84e5/hLePZoyva2he6orG/WcdsGbk1j+jRA03N6Ro45S9FUk4ZWYPbg3qMDNtYsWis6cr7PdqtBtlxSzjXKecRch/mKinHtFspHp1iaSjJNMb5xnSyckAUxcb+J1euT7qwTz5coh0+w1RrJxesgBUW+JMsyais7uKlPQxlgBCX+0ZCVhoNSluSiQlUNNKOLFCVPj+9zMLlPY3WDLAhouz100yGYjymCCEc1UEqVTJlSBSGNtIZu60R5iq4NGClHSEyGWkwp4CQ/YLW5hZ7bHPlP8XVBS9GYyTmFllDrKrRsi3E55/KmR7ZM6Ddt1LHCPIso7Tqj8RlOu8SaldiWoNYtEJZFnCrYusDEQuoFdqHi7yt4l5aISzbmaZeGFVCEBd0kpZqesNnpsDido7gqjWZBlh6z9BMawiT2Q3Qy7AyabRM7CRgHBc1Cp0oDPNcmD32mywTdKRGajdvWUeyKRVDSWa1hyYitFRhsl4RHQ2aPpqy0JethnWCoM18mbChbiMkamdsijMdIW2C3B5ylMR8re3TMjLJex3Is9g5v07t8kcnVlHFRMgoVzNVVXAKqIoR8woUrO5x6NvXwGuOHd0HbIplYzN7+E4oyQsYRVt1DaxoYToNIrpDlj7CXc4Tv8/lXWng7Efd+MmF+eMZpf431N65iFCapozBNFnz1lQbVATQvNNh78wluzaYKIoqspEKeJ0UhfqoiSSF5cO8pwa05V/spuSiJBwn+tEP9yl9l79G/p0o00qhAtSt62+tceLGPydeZ610Ub0xcGCyvdrDrMUFtg0/fvcfh773Jb7/+TT73t66zvxcwOd5i7Pw1LGuTX3vlEc+6f8jbP/49lrtHvP3wiFf2L/Ly+BXcXLBUUrRmj86XbUa3TyjMGFlqxEGJo5hoqka4DCizgkoWOKbF3jRlugwp8nN/u1AURHVebu+NrRtsJtvci32G+QQnb7FhrrO6rJMeHbNluYTmKbXc4dHbz/ilv11D9JfYpwVfGsDBmeT7b4dolsr1G01uf7Rkfu+MPCrQDRWzdJlWKrWdLZy1Jt1rHmVpskgL3i9nuNUQz5JYnZJA7TD6wX8ESUyiUnmwv8DwKupzUDWBkbZpMUCrDBaBj6YINMVgXMRkYs6r11qU3oS1lstKS2eaFByEAXrmQaQjMlikCQ3PpcxUDvYC3KZOs2qgBJAdFNzZn5MoOcdHMY2uRbelMplVLEcBy9OAZlPn6pc2mQyXCDzu351QVRXrFxpoekowTji4O0PvxKS+QhnnXFg1aTcLwjAnKiIKA9odh60ZoFeE8ZjFrCJvzhkNK9z+GlqnxdGhz7a1hXc0w382wvEcdmOf6E+PqN74FulancLPCR89plTWqDrrWGKIzEq0JMOIdPTCopqMyRMXsYzYmNTRi5LZJKU7jemGKnrNg7wiV0sWms/IzdhSNthWbvDYfcbes58QFEcYeUW/aqMnULcN5sEzWkqDTEQYeYvVtavITKXvbZElC4okIsoDXmt+gYeHH1MzHaJqSr8rOPSPyJ2E1TWDrCrZXx4T+AnT1Kdu9pgWKY1qg0Z2gJalbBkbLJNTyiBlFuV4A0iOKiyrRAkNkqrATV1KTUAs0Ean5IuYHW8Lxd7m092n1LG4Pz5CFiV908Bplpy6GpUGqyIjODuiqdSYpgvScIpZN5jPc4y4olrGpFlB46JKoSzpN7r4acJ4NiNOXdS6Q69fx7EqHMugxYj2vKBZZXQbCdVYYSXf4nhfRc8kmd0gdKG0FLxOi+VgG6fbJiuOqMI7xBsxSvM8Xl/Xn2DqPo/u+/T1S+yfPiE2lqgdlXIZIfstji+sUd++SPLep9RsE8OsM33nu7higXq5ifShSDKMy9d5WA1o2gq6hMXuIcIpufZX2ngXm7z/4xHZ3EfPDykfSKZrDkGjT+O6yu6dPZJGjDTPq1YZtkq9oTGbnicwVT+jGikQSAFPPt3jfz/5v/Krv/IbXLumoio1jPIaFx4veXT2PfwyxLJg7UqLQW2N/oVvktRbiHzOfrrO0tI4fHzA2eNP2F/J6WwpaKrg+/+7d/mrv/Rb9MQ1llaXnapGp9ylYyqUr13mUbpBsyXYvzfi7u0JR/e/x9qKypWv7dCa55imxubNbZbdiEc/PKJl9jBNiVUzOVEV5pOAMhNkakmll+QKlM+F1YqqQhUCgcKK0eZwOiFBpa7pNDSHRtmmWFS4R5dQ+8fkRzX0OOLyIET35wRZxi2nxv7Tkj/83UOkrYOnovoVF3oey2WDx8sJUS5JEwPj8mXMCxdxb6xieqA4dfSuhpg9ZkfMyJU6Rx8E9G92mbk/X4/xFwLuHnUuV7eowpg4W2BaKlpqYCoOszxCLSwa7ZLVjslwP0I4BgFLBh0G+IwAAIzGSURBVPUWuRXidOqQw6+/vkI2d9AKh3gSU8YG/qlCWDmYns58tCSJFPKk4Ip6hS5DHsbHXGyoXNox0VqSRZTiGiaInKsXG4zuHDINJBgqPjodq8IyJWVW0W/rzCcpi3mFlBXtuiSJBKOswHRUTEvFqirqhkqvkVFWFek4ouNoeA2d4niKEuYk/hKv6GP8OKK5iKFlchid0PzcDmqhEas5aRRTuT2qSzeQ0sJcFmCsYyQTGOW4oYKr9GmuD2ge6rh1SbyYEsqYptNBnc5QwgnqwmFRFmywytgbsqX2MBpt4lnGKN/FaLaopqc4UmWSHLKhv4CfjyhEzlG4h0bBIhszW2a09VVeEi8xKw+5WxzQzRWSeIhbVETFkJZj0so66K2UQM4ZnQX4SYHjdGnU2ozlCZ16h5V5weHkjK7bBDtms13jJKqhJxq2XpIe5DRcg2KW03cGPBufoWoGuqnSThvIWYFugakqhItNNpsFD/fuoKWSVp5y9aKG74SYNZOll5MtpwgjQklylDiirqqofsJsXlEtShpaH79csnw6odvWKNIhDU+ltqJhdyqeHcyZ3p+T122UvkAzMoJpgCkrqmOVYK/OnSRC+gMs0cQv5rjOOmqxRaGCWLlA8lKJCHPyJyWVK1GLjGd7z6jXbcxLbTIj4v0/++codQ89l0gMhOVgr1rkTZ1kPicY+xjtHZ78wX9L740b1PoNTEUQ7Cd4jRpJFlDoCkl0hCNyfD9i8+vX0L7yKnffGhEFJbUVi1BqFIrAaTdAa6EXKywdnbR2lzklrqtz/WKbjx8Pz8XHFBWq6rOlxueqkSCrkqPjE/7Jf/1PuHplm9/+1a9xKTukMdGQ84JAWfD5b3QQF3psep/DdLroSoSRLKh9EFLfvIR+cMj89DHpSczoANorbcJ7R2gvNdjQIs7aSxr1A3oHE+51TIZrp9R31tC7Js5anXSZcHB/zNmdimcHt/nWr63z4ldWuXvq0dvsMO3PmB6OcJU6VWLQtlSEW8O3lmRFjo1GGqRUlQShQCmphKRmKLyyPcCOPOLhDE3RMXUdx2lQq+vULYt7jxIyPaDXNogylfLBKo12i3gScfJ4Sjo2COvQtRVYCgJFYSlzKtumdFrgduldqNO+pnP1hYINZYEMh4zDBS7HXGopDGcjFmrAihdSe32LN38OV38h4B4TgZKzbq0hjTbz6gxfzUnKgCAryQtBkaqYeZ2amhCQUOUSJS2ovIpEBcU6V2vMjRgRZ1xrWiwWknFYsne0oG/VcGs6/TWVNFHR8inECS1V0ugZtFYTUkulLFRKIA8le7cXOC0dtVJZRoLuWgu3DImqEsfwSIqCJM7JipAvfLnB5DTn4LggMyWGUlJr6swnEn+2ZDbVcJoltq4jTEEwGnHjBQ+lbnN0WIKT4B/cZf7mPaKrda5+dZNht0C0N6hO9pBGm9y2Sd0amlBgGaOYFlpUIMhpZi025jA4Klg8+oA/e/f/zsHBT8jyiFWjz3V1G0dpYVYqpnBYEdtca36dVtFhGSQcZE/IsxOcIqLwS8J4Tr80mRUTpAJGXNEVDcJ4jNPsMlITjo7eQ3d8Akfi2yWGknBWPETEEbrIKZQpaSGpaTpRpEJZY8WVhOoJupVwpXkB1DVa8wBVc/G8ilQJSEWEZdZQMxVNFkRxwTTJuNDqEcwrNpUNTKkxGYcsEkF5aqI4kvqNCi8IODgYMwt8Vusm2z2L1csBTUXy+naHWRgwDHMOD+Gy2mU8ylnGAj0YMDndJwxzgspH0QQ1t8F810c6KpUZoxoxl+0mskhZljkNmSP9HL0Gem6ghgrRGNSqxe54yWvq17m69i3uL95lvBxh31xj3nPgjRora2OWT+vYh5uE/pAijKh7LiKbQ5ZipyMu3mxz4vSpWw7jZxPScUCZ5dTiQ5Kf3Obk7cd4Vy/yyt/7bfTc5/jhHeIioMwy1r74Fc6e7VMsz1DW+vhRjnt1i9rlGj95O+fuP3wfscwx2zW09T7uVocgNhguS1rbY5xyTs9v8v53zrj5uVVWLIN3P8zQaxpC088Tu7L8uQu+5DyiRFKioObw9P4+/6e9f8nXL32ZNy52aF9uoRsxGxdcJq7DzqsV45mPP09ZL3x63zzhxBkSX/NRbtsE/+ID8n2DouXwYvsS12spmeexYvq4w4D3R+/xuz9+QKfXZPgkYuXVbfx0ibcz4MVXr3P6vXucPTzlO380YnpmcOGKYNBVufz5qzzp7vPoUcDR8TGe5VEUKqZZUiQliikwNMhLkEhUBFKp0IyK/kZJa89irtXZzw9Zb3QYVhGX3BsE9gmbK4ITGWDYBqtbFZPlAvP2OumyYvQsJS8N5qcRemkgjIIcnXkyo7JUWpsrGI2QNid8SViI0RqbWDzNYTEb0r1So8yWiMmcV10dd/+Yex/9R+CWkUpJZC44FCFpkoOSk6gxZaVSaBU1vU6cpTw99VnIEM8WTNOIRWmQLDPK0wxhZrg1hVEe0u1bbDQdVqTK2txCOi5hWhGbBQ/35iiapNEImVYxhguupzP3I8hLijij7TmczQviGdiuzpV1yaefzsg0iFBxWzqaKRknGoWsWN/uEGclRVVSSgXPM+lc9AiTHKVpkoYmZkNBVino0OhaXFytkfklR3tDPNvF6EhsW6V+4yL2tVUmaYZTTbF1m9q6x0SVlMUSKSGrmcjSoQgyHNtCWxYowzHlHB5+8Hv8+Dv/R/JoREWGpik8Ck95XH2K8rzijpSgKSo7xct8y/4f8IryTWqFgTP1sXUDQ1vlWXRMqQpSNcQOMjpmn7wIMaXEzXKWYUgqUo6UA8blEj2DpByhVhGxMkewpGFq6JpCmCb0rAYEPpYh0WsZW3WdZCqx23OiDrRVE68eMARiUSATF7cacJDs0lmxMbM64bGJqlTYuoNeWWwWfaZFRhQJFsmU5jOLYOITRwEyLPjS5S06DYOuNSKvTymiOU5WQyuXNPSc66/aBJMeB586MOnh+zZhkfEkPaCsStyiiys7WGrGw9khQSXY02IanoFiJHRFxXwao6YmbtYiWUKTGp7RwrJb6HnMLJmwrm0i2pssnBrylZJgdZ9neyHpKKCxrhNHAlUsCaMAo3+ZVO2gGgrJ5lXCsoUU28Qf/IjZ3XeYnTxg+2qP9XUH6z/7TebTKTu1c8mFx49OsFZtupe3sEyfJRVms0vRWSVODum++gKSkof/8s/IR0tqqqTKKpoDjS/+yja333rC3kGOi8/Vl2vst2r84A+GpJMpQSnwbJtrr62gAkWa8cl7p5RZRlk+16kRABIpzy35NC343r0f8eNHCkJTkbrKx/OKv/v3vo44XXKWG7i5z7aiE7sVZ1sVez8YMZmFZLkgX6ZMFzNu/P1X2H+5ojRTjos+V+ox0/0Wy+OUSiqsfftrhFHA7PQ+w92ItZcuoXZa1FdiFNvk7v0hH98+ZKWvc3NznU2vzerWBX4wv00sCwo1RRSSpufQrBdYepv370+oJJzXIwRNUxgqJ7QGdW5EV4gnc8bGEWVV0pWCfqGy2ghRrVOWpsKZMkLzJE3fQst28KoVLGXCwCtJwxTPcZn7GYoHV280kPocoRvcuvwaW/kWzaOQoPGEvbCP2+7Rm87JRs94+vGYaFyy3l1jo6v/XK7+QsA9q3JmUcGL5g6qWhAw57Q6YZKFeJaOKEooBafajIP0FG1SsGEYPAjPuOTZDE9SAhlyacchzGK0NKPMllzedBCqSaOtMDko0DSLhiXpdASBklBGJYtpQV3XiUwN06noWwaz6Dyb1WiWLGY+7VWdb/y1AY8/WaK3TE5mMI4SLNejrJfELZMToWE2CgwZUx+YzCKwbUleCCbL8/J8azt11DwHRbC3mxBOc67csOlt1fjxD4a8/JtXSXuC4WyCa1k4SoaW7xHIJpoqqZYpRT6nlib4P7xNbfMC1XufUg42qMoBzz74Abvf/y/J0ymFzM+TTApQVR3d1EniEKFK8qogr+Ch/x57H33Krw3+Di/1vkUjMZkvx2RItvQBSlHyRe0GoRKxW+5i6yov1C8yCeboi0OqWodCZBjzAJEFGGLJreYWz6KUopGQyBSpmMiiItMKejWDtb6NbCiMJ0tW1hXyLGcSBKimYG8hadk1TvwAsxTk9oJG0ybeVZlnGbW6QFcrlFzDKBtEcUk8N1i12zQ9BxnO2Nix2ArXOBl3sVOF6emEoDQwVmqUXkil5GSWwcbAwM8DRiVUdkWn1+RX4psMRzG2IvBlwEDvoOgOp8kjqkWLpCp4tpdy6YWKy9dbhMuIlrAoA42abqOGFouZRlY26UsPKocz/xB14DBvdAk6DtFsn/mTQ+aPnvHKismTRULpL5FqjaLep//FrxHVQ/K4SepcQ8k2yN97RHrnKZblouDgzi4yCWK8SxpXX93g9ke3US5cocoNnFjh17urZFnMB/sjRH8DmeWIK69wNpmj3P+IS1+7weH+U5xJRbGMWR7OOHzvkEtbOscnE3JZQ0km9NpNhCMwbJcyKbAakq1uG38YkuuwvVmnImM2Lln6GUV1XhxHkZLquS++QrIsSmReImJB9smE03crttcGODdrbPVVFlZMULcIPr5DHGhsv/gtsjsVH/7wB6hNEIMWn3w85sbFBsvWVUbagsbFizi9J/jTOcXdZ9S6dW6+9gU+/Z0fcPQn7+F1TDovb/HCekF8NOT2TxLODkuOHz3DlCaNusqgZRNnJY7u0bdNsmqBi05i5ef6OZWkrM4rLl1f6+DaCj8evs/NruBi1eFOMmUiJ9Qv+aSBoHJDepdCskHJvWeS8DHo2S57p8fcHs1orrrUzAFH2QlBmpLmgm5HsNGNGY8qmvYlWu4WaXHAGJegnBHcG/Lar7S50ZoSORa3P1bIhMa9vROqo+LncvUXAu4CgYnKMo5pay0UBVwrZapGlEhSNcAxHNKqIitL8qzieBJzHEVEQcFKz8RsqyQiptIK6k4Lf1wydQXLZUFSqsyDECPVaQ104rBkutBZpgWrbQfLE9T6GvM4p8olqhREecbWuomhazSclLab0dUzYr+kqWjom01GswypadDqERYVsq6zDMd0ag6VoXN0fIpl1/AuaIjJHH3Qp9ZUSfbHyCDFNA3GAYw+WbJ5pUNvzSJQK+bJjPQ4ZKO2YDJZY37mcDZ5QGxeobH9EtHTt9E/eYgWCMRkQk3VOPnDf0X89BGvv/yfcOfjf8do9pBKkRSyQlUllQ5FWiFE+XwhTFBQIGXGfzj5l4TpIV+1v8l1XkDTLBAVJ/KEVlrjqDhC0UDJFGpGjfvFY5pGgyzJOS5OcEWFbmV09Bqfb11i21nhzflbLMQTtlfXcIRLJBdkesFRWqCmC6w6GK7LwWKMq3q4VsGq3CCeSYRiUxaQJQHbap3cMjmMA+KJySKL2FT7PPILJtmSgdkiKzU83eMwW3JZWaOIYUcvOWWXRlMhLE0yP6eWWxSNkJZScWHb4eFMY1508CwTV27y8PSEG4012u4LVI0xy3LJSRSQhF1qiso8XZAuC/wJFGVGa81k9iCjrmmkeUHb8ejkA8KlTtPwWLVfwo8q5iOHWFGZnfnM0orFYYS+VEncJkm+QPE8lNymteqQi4hau8kivYGXrrP800959u//MaZRIVQHR3VA2mxdv0pXW6BNjtj2VI7f/D75bIi2s818sM0nT04oK4Wzk4Ky2aN0BMWTOSd/8B7pus5at4EiIjRUFKvkdG9Md9XlyvUGnjJHbfb45C0FtdUmT0NMT2VDLRif7NL11jg6ifFaBqDS7etMg4zZKGc5CynziqqQCKGgClCr6rwuq6zIg4ofv/Ujvv4//89pTxXmygWK+ohn45xPH31ETWnwWhMGv/23efTxp8TxlIcfR7R6LiePp6zpHxK8JFnqbXpf/jxNPWf2eI/k0TMu1L5Ie+d1Pj7+AYqucv11j5c2M47eM9l9rCEyA2EaZHOF0XxBlIVoUsGPZyS2SbOu0WjauJaJolQURYkUoKsKv3zpMnlSklgpT9IHXK+/igjB1FWMWsHFLYekPSeSBWFS52R6yNGDiiLSGE4zYmmgxzAPxlx41eX7fzqk0TO5suNRa9rYepub2y1aOw84lClJrUSZxaxoY/rCIHl6Bb2SnNw/pDZQ6L28yuNPhz+Xq78QcLcVC1NXOJPH5LURtmLQU2ygjl/GBMWcml1iyBIn0ygViS4Eea7z9ChmHiWsRSqeqlOUgmM1QoQe92cqUz9F02NuXm/yeH/OIstIjSVxvUQvCsyGhtopmUUho7kGOmyuuxRNm+HBgptXLTrNiq6X4Lcls0cSLVbJazEbax5ZWhAenlI5Dn6zj/biLfZnY1xLwdm5QDqNaTQN0jjm8OmYW19ZQXMgRTId+QzH0F+rIdSAR3eWFJ7k4J0RTplxVi+5feITCYfZnUOi5Bi7cYC1vY69dYXlo3sUH75HIR2atT769mU+ffpHTOI9pMgRuoqsBEVeUiTFc/+oiio0cpmgqjplVVLIiO9N/oQD/TEN2eTz1pf5ivUNiqLBU+WESA05SU5Ztfp8ELxLaWfMcgWhz9h0PM6yQ9pdlYaEO8kn1KoWW84qR9EJt4+PuLTSYllWPDwdUm84tEWO6uQ4yhzTdejYTcpAcGFg8Uk0YeQHWIXDdn+F5ZkkkyWtskMZWERFxRSoKgNTtpgGFQUh3dykXV0hTJqYpcpx7SFGW6OtDHgSHVJkNsMi4drldVzjCKNUQCvJRye07evE8RK7YYJSEMURl5we29U6TjxjMR3Rb6SESpNxWpAFJdEkQaLi1Qy2LRf/UGWlbfLx8SEbrW1qsUUYnKHmDUyZ0zgoOQ4KLHtOp2ETpk1OjBZ4Fioh5UaD4eiEFeUFFndKdFcjufsW0dEBrZc/hxjusTh5QLicEhk2NWeT9WqbHz+4z3bH5Qsvv8x/qAKW9Q7fPYk4/u47NG9u4SkdWgdDGqXKQXJIb8vlxk2L5ZMxhYTBxSaxKMk9ga9YbFxwMZYao6XL40/20E2bOC8QWkprw4YsRUvP8CxBlUoaLYuMkv6gziKc8Mu/+TLv/fET5gcLAMoKFKGeSw7L87DJSRjw6X7FfQ9+2YwgUymaJ4RDn/Vbf4PIr9M1Ql66cY0P3nufu//h+/z2/+rvIR+8Q2tzSWoOSHt9rAdDjhdD1t54kUtf6WLUW3z6j96icnTs9Sb+pCJ2K9Rcsr5ushwp+AUoTQWj8CiiEEN1cPUETRaUQvDp/pQnZxlJfn6/OuAqOu2gRy1TOD3dR9RV3F6BLhYYUuA2O8ikQmoVZ6SMg4Rmr85skPLROwtKU8Np2ChKhmMalElF1xM0Oho1vcF27avU1q+gjB9w9PgubChEp4dEQqNMUqxS5dl+C7ecMt7P0S82af/KK2iLJ8BfXrDjFwLuUpQYjRxVibFNCz+fU6t1UJIMoyiwFA2sjItWA9uFWTInJWccF3TaBi90O+gaJOMcYScMM5U4m1EzPHQU7FZJ5gy5+uUCu1GAofNgt0RaKuPAR1oWZ2ODwswQlsoiT3BsQeyptNYFNy9aFKJgtsi55q3xaBlycjzHuwxWv8V0WTEaZVhmjn2rj7fdJHy2TykUpJFR6+mkqcuKzKg1KopYJZsVWHWPk+OQ+MwnCSWdy5s8/NExh7dnZFmF3LhE7dYt9D++zeSPb1NYNtZmxN4f/R6KblFmc174m3+HKlwlODqkmI6Ynz0hyxMQCqKU2I5NnuSUeYGuKpQSXLNOlJSQn4tnSCkoVMG96AkqKg1zhTeqbxNnIWf6kFE5Ii18duMFjq5iZpJEC5jkI/wgZdvrUy8E/X6TyXJJKiMiP6PtGIyKJW89PcK0FRTNYTyERVgyL0KeNBK2OjW2r5lMfJ3d5SmOZnKjv0EVmGS+ZLbIGWYZ204XVdbIgpK0lJiqhakU5wN6FZHGDvNYQFzRUDQkDlmmc7iMMfUul9eapKlC/KBA7docnh3R2irpr2uoozMyo0GmHfNxfITTTBjIdU7HGdvuJkdWhlt1WeY5kYgRSYQWGRSiJBxVGF5Ju5XheD7eesyD0X1e62pkUsPVUy6IVZRFSRXoyFRhkWjUygb5+g5ix+Lo5G2UoKC98wZm0Ebu+nQoeOvf/3PymsbGt9/gxRdv8uh3YvZn9zm99xbv7B1z5Ze+zRdufIHC6jC7nPCt1w3eeveQ+XKBWSlkTw9YvXaAU8uoZxMmb3/M6nYbb91l/8MDMOssBj16WzbbVzW8rkEyT3FTlWz/mMVhRKDZ2BsX2P/0IVpHcOFGm6ZuMP7OCauaRZolCEPQXuui3ouYz0uyrHhesQlUVQVZUZYlQhEoisru011+8v4P+U//+ldJ5xpzpyDdvc+3b25zLdRw9YcE6i4/qu9j1nTGe0ve+uA2f+NbL/PBP3uH6K0zvvXNgsKS3P7+B1TqkG//L19n7/AtqsVDVOFS80wW9/b59Mxgte+xtlKiqSXLRQYZyKyAwsRQLRzbAD1EVRTyUocyQ5VQSigEXGqvEcUFRulwsddmLGfseh9iVYJb8nPoQ5uyNcXP58TSYu8wZzEvOBxn5I5GRcrSgrNZxGq/w1zkfPnra8zmCTvKG2yOvwz1GfVLbS5tdRgVoLgRYVlRzWvcDXy6N4+wF0N+7W/t0P72BU4WFbt/ePBzufoLAfdUiRkquzR0m4myZK8aMwmGaKoKbsUsWhIlJrrQsYXG9uYFKi0hyJs4hoqhlIDGLFgQLsCqFZi2gp9FSAlGpuG5OkUkWColeBHLSKVmlbT6Jg/3Us5OBC/fMug3VUYRGG2djcs1FmHKm+8EBFGJYTZ453SXCTlVYkDlkM8l02lGUtistHvMdodomzWmUcHWpTXKeMTxaUprvYNXxQyPI/RlRp4KgjCl1TEpRguUTDD86AHzh4IiU1iOSqzLLcqlYPTBQ6x+l8433mA+9ll1uywOH6OuXGY2l4j0hHjylHJ0TJ6nIM87kip10qhAKcFSVAyhk4mCMJmdCz5J8dNYZapz/10pCj4OP+AH6nepaSalEnBj80VOTj7lNDshVBIW2pTd6ICjwAcJpVqwutrl8paF8lSi6zYiV5hHHomWMqkiLFtHiV0MBdJUQpoSq4KP5nP6bcEXLl5ickenqbcZTfPz3ycoqMsVYv+AKKtRFx026OM7kqU6IZwOqdVaiMLhIJ3h5DYmNVRbpV9tkhpT9qYJaeWgTm2uGNsINUChyWwMzVJyli4RVUqpPaBo5izrCxpdg8M4R7VbjNIhpZqRhoJNb4UVzURoQ+pZxHgSUlebTE4jeusKvn3K+hWH/XDB2B6DnrEnR6yIAaVZp5hJPq/voDdfQGgmj0SLh2HOwluitxX6wQDTbBGtSW7/3n9FKVOq2Cd7egc7OmPzYovJ3irL02MO42f80+/+G16zfp3eKypPljmTeIvx8UMudrdZ+eKvMwr2mO09xK1nfHDnQ4rdITN6fByBVOrkrs3U6qHLhO2Wi3Bc8lHMSb5EubjFdPk23os3KaIS/dLLHI528cwmu3tHuD0V0yoRkUZ/0OaDO3sYbY/DI0m6LJAl6JpAiIpSVpxnPQlKKSHK+dM/+n2y5Sm/9Fc2KMdTlicNvvDqBYhnlKd7BL373PjiBg8epMxP5xz82fskr15i5/oXUD/X56xYcDg/Ro9SuoBW5KxcdfjV/+w67//OPq0wIE0KJkOwNRXXdtka2Bx/fEZVCNJIQxcacZmjVylVkqHpFVarIDmI+SyCvBJgNART94wHUUWjJ8iEZK86RbiCQX5A/8KAtD1ibwLSbFIsSmbHI9xWCztesn8Y49Zt6GosSEBWLMOCbAnexWPC/gdk5goPNy6xXY9oLWY0Vwx27CVP7BpR6vLdP/4UrXGJr19/nZVqj56+z/J/uM3d73/0l3L1FwLumlDQtArDsQjSCFHq2DWdZT7HEiqdhoahaJz4xzTUOv7YIwM8o01QlHSaGpkI0HSLjm5QpTFt20RRVEStJC989o5jhCk4uBswyxJ0V2HT0qg5No22RqHCpasq2lmJv0yI04JZHKB6Gpnd5ff/zSmNjYzuiktzXcMduEzNDopukuUjpuMl8uOn5zUnk3VWV9rEacboaIljSapJhK9Kmk1BHuUUYc5aR2X1Yo03//WIZssiW0pkXtDtd5lMQ8pGH0tVePxoH8tr4SQpZZZRXbqEWXepgpB4/xnB4SOi40PyIqXWahDOcyjPS6nJMqOiIpGStMoQnHc0qZwXX0CeZ+IpiPP9wEl1yD+c/V/o6Q2aeosvV6+iOgltzSWtQj5KR+wuJ2RliRCCO9N9TCfk5c0+640N7o9nDLwWH82PeBLMqDSJU6/T9HSGYcEsrhjOU5Sg4tVrDdbbTWRZ0msZHJ0dY7Sa7J7O6IstpvGSy95riNJgViQsGUOhoWYOrrFGqNgEImVmSlaUPrv5KaVc0sLGLQWu2mVF9qjlOnEpSGWNJIrR9B3KCtbtgqPyIfYgpaxCnDKi0VIRtQBTcVhMx2iWSbNo8oLXpWyccJAVxNMCqzCxHB1DU5k8qlhYAdcvaRj1kmkw5PpGQSMTbDQTypFH59kK5ryFPjWYNHV6aoM78h7l0ZTBxVcYFsd04xPkmoZxaw15dhur0yAcn+HeVJnZDdreNZybV5g8OOI0WPAnf/TveSn7NWTzOpkEN+4jhjrVtZs0Ll4nFgvq/lv80v/4Bs8+cTn+eEh4JlFqPdT+NnbvIulGzkSJOMsMXOFx+zt/St1aMH0acPTe70MM63/1VygbKyi2SbM5w7RK+i9fZe/9ffYejEkWUGoSRZXIQiAESFkhS5BSfiasCGUJEhbLhO/+yY85Ou1x8dUttj5/jUXDx4ifMJ2MYelwQ9dZ7AxYXFjnvce75HeWtEYZsqlRNQ6R6SHrAwdTRmTHpzQ9lfhkSatmkcUxr26t8HB3yZoCb/14jGX1qNkN1rwuH6W7hEWIrjqUlYLr6VzZdpmkEXlmcef+nDDOoBK892yfp2cnGKZCISrqdY0kKNlecYk3d3npBZOTuyaf7DoE6oJlPaW2rjL2A/o7LssyJvLHmA0PU9epypTMLdnqmeAck3XqiLykP4rRjnQWrkExGaLXjjCtNeZBycd/vEd9YHH18q8SV9sMNYX0Vyzgd/9yrv73g++f3zRVoW02ieeQZyrNqocbNjjLfFZbTYJ0hqIXNGom9dJEzzRk1CDQlsRFQtMU2FgkUw1hCTq1Loqfo2glS3/JQgHNMvAXKbJy6JoWlpMTLgqyPCfRSuJI4f4DlbUM+rU6D/yUTl+htmHxzjspg1ttbv3mC4RZQjUPuff+DGlNMBsubt1jpdkmiitaOy12brYZ3d8nmcQwnaN4CvM4QysyEkNle0Wh0CoatkD6ATde66MakuFEYBoq2bKgsb1Fy7Mp3vwhpuvRf/kFjOIUooLqGch8yuzep5SLMWmWoEiBQKXIcmR5XhOzJEZwrr8tz4veo3Cuwf2Zpf6ZRVUJcT4YPP8Xk3CapxynQ44f73PRW0WTDqN4wm56cj4wCEAolJQ8m8yJqor+hZKPRwGJJeh1FH4yDlBMhYNpyKMk4mA5IShTJDAw6kxOBT/8fsB1r8nVvkJa6uihjRaVDJMQFQ+31DmVSxJHkislWRSyUXuJsmUwmT/hMDnEEQa5Y3HkBzgygSJBzVpoiqDQfIJMQbVtTGya5Q6Lco42DRmsKCySNk9P7uDUVW7ubNIyNfwkIY501rIdvrv/DFtNAShFws3uBcaKQr2jMpmH7E0WBEHFSzc6zJKQ9Q3BYnLCsb1go9tHM0yCo4iW7hAgsXLBIGsz2fN56bRO7UtfoTjTyJIAt17h9xVqV3cY/qlArRvkkwnHB3Par6/w6PYI27nA6lfXGL/zNtU0Y/5BSFR7hl7mGFVEYpyRmw7KlT7RScIDu8dqJOh/scfSfEI47ECtzuCFNmWwZP/Pjile7mDeXEE6Kt1f/Srzj+/x4n/x10j8iId/cIc4WtL56he5/cHb1M02dl5y+Kf7uKpEZALHqEiXIWkSk2cZihCUVYWUf55F+dOEJwGC8wzQu7eH3L87ovXv7jL89ou8/pWrtFc2aach8e4IXQpubtUp4z6+8oCWLRhUbT548JCOY9F9QcVYkQyPTjBjlUZpMEojuvUBRgWfe2nAp/cPOD3SadXhkmXT82pcVZp8chhiewWmp6EZJYWoGI4LNNfBbSZESQZAhuQ4zFCCCiHgZHI+UB2MYz64P+cPPzmkZXoIqeLLkquvVmjHKYKSRSZZ73jkbRPVE4gKZGGhmzoniwU73WO+2Yfh7Q6O7zLv+BxnNl074HRcQScHRaez3WZ8Z5fO9CHNUZ3pZoVyofPzufr/X0z/f9dKURETU6iCdquJ5xUEk4im3mNZjgjUJT29S5mAUStI4ikRgqZpElcRwlOxK40oVElDg8MopFMXdHoWbUtQBBVRVdIWTQqRnfuzqjmTScFynLJz00Kh5JNPfe5Wkp7rU0gdI1ColTAf53QGHuEsQLN0FJHS2GqzXMZUUiXKNRRXQ1gFYjxk8u4UW80Q8xlFkaNVLlIK8gQe312ivL7JoKegaynjvQJVLhE1m8Z6h5Y0GR85tBYNnv2DN5ktT9j6X/xPscKC8NP7ELuMn7zNYriLJiSllIhKUlUSiULqx+iKQl6moDxPDZfn1pMQ52niQoif6XTip9Ez59A/t/hVOJ9CC4VpGjHPnqAoUFbV83RzeZ7koZwPDkEh+YP7d6jVJN2WRRxF3FpZ4eFwzk9GTzkMZuRFeV78QFQIFMIs5+FpxscHU95UznDVjyml4MsrV/mNrVe4d5Igo4DH8oBcFtiyR+KZVLbFYTbENgfsh8eICi6414lkjqt3aFZdsiTgpJjSs1vUVRVdVZGGAmVKFemkWkoNh8PoEKW/ZK2hcrBfEB6ZOOuC3ZOAdCbolS5eTZBlC6K0x+5uxlbHpbJaFFVOTdfQRYzpFewvprh6xlqvRteS9HoaSjLFKBXWtjqczk7pKGvUMpvRcoE4nlNzJSsfCKbNDKWI0W41aAQN4ukc3etSN1vIvuCTs5SdqYGeNKj3V1iYAYpTp5gGSNHESkLchotpX+LpB3+GuX9K+p5ksPYCaafJ09iHTh91/RtoWwlW3yJNHyNqJvrZiMd/8BhvZFG7tU3V36b5jQtkd0/QegGm9Qz90ibBF7+CFDUWDz5hOS+xZrs4awbjOEJRXOqORVKkjER5Xki7Us6tdQGKYSBkQZmfTxUFCpUCSlkhq4rpIuTf/ut3+O7377K+3aChGVy5XONbf1XgTuE0gSsDj3Cc8MknPyYdLLl8S7C1qhIEguPDJezZhCcBMrFoNrYgVKkImJ6CnRqs6DZXum0arZLFHRVHURFmgGdbSAFjP8ZPJXt7E+Z+guT5/Uv50xyR89pT8vlaFUS55M7RAlWZo5kag3aD3SP4les2/jTHrBSiJMa1JZ5W4TW6dC4PePLhKbffizndy1nd8rnSvUxsGhxdjUlEwmxY4VQGR6cp2soKmy/W+MYvv8i7b/0JXt+g2+vylUjjH/0crv5CwL0oS6IqxNVbpGKGJQ3C3gKyFF8EICGLMoQw+HSyz7rbwat55NqCvuMxO45YlintpofISlytRhHnzEcJWrOi07aIpjMy7TyN/ShKmIuK+/slK5c1Ni/Cci4Il9CuWSTzjPFc4dGHEVupTtPV8OOC2b0TrJU+hdmiMCvcroWqqZQSmusN/N0DSt/HX1ZUZoVdCvxMkocQTxzUQqHdMKiSAq+9QlAuCQufPErZaHhMjmMWRxkcCD7+/nvUv/wKN/6Lv0l8dsD25S5334JkuSCJplApSEUgy4KykqhCQRGgCElVZSjK85RwONf/OJ8nc24/nVvvqqJ8JlcNQqCpCmXxvGPy/JjnbpxzZevzEjyVrM41vXk+IEhJJFM+Ph6hvf+AX9+5waDT4eHRCFmVhEVMLguEqlKV56GYElhGMXDeWUoJSV6gScEPj+/x1D/mjcEXsfQupWYS5HBWq3BXbJIAvFKjCqfs9G9xsNhjLhIGahc9g3FxSlamlElCU4e63WWazVgsEhqezriKicuU48UpVTljfd3G8bYZOxN+55MHXJs32VppM4/AX7g0qyZhkmKKGj2xRhgGuGWTYTKh3rYwKpNZuOCFrQaWlXN45lNVJauDDp2mSSNoMcxgqfrk6h6WVkMra9R8lbJMqd3V2fQMJmZJOugw0ke43Q1evv43uP3W/43etavEccLkowmVU8NrX+LkrXchMWivbFEzXRQERs1kc3WF6WiTs+kR4ekuxXKCe+kyea2N1m6SPLtN/+VbBAcRxto6VReUL/VQgx8w++BjqiTBeXWD490TVMtj9/f/jNLSqd24Rmo2SA6G2J0atruC0qwoGwqNZyGHz3xUr2Ku6AgUBjcv4x+fYJoGV75wGd8vCKc+B3eeUGQFipQIqSAViaIqlGWJBPxxwJ3xEikl+6caX/utKxzPjjGuKhT2krPsDG+lzvVbCg+fZaRCUPgFTz+J+NXPr5GcKsRqTjZ5xMVLr/Pg8BQZKfTdkitdA6nEPNtfcjRPaDR0XFMjzgzSeEmjpnA2iZnOQir5HOPnHeFc+Zdz35IilOcFPEAV55CvSnih3uPmxQYTxnzvjxZYdcHlSy4yUdjsq9S7cOVGxqw8pXpN8OyZyqcfBfwf/oHkN17/MV967QI7SYsHjTqhoTJflqTDE5YHd1k1VRRvwpe+pdBfzTHjKS35H0GBbBUVShOhCtq2x2FxwmEw4uWtJjWjw2LqMomHNG2dG51VTNWkodqQFiRlhdRsSg3yNKO2ohJFGcGsQhFtktGcSC7xPIVEKRiWU0ZBxJ/eW3D3ccxr0uFrc4fxKERTde5/Mme1r6Oj0KurLI8zKiPHWfEQrokUEVJ30LMKzSkJTuYYtoFVLsCtaDR1/LFPGmsUeUkWC5xE0ncVotIjCBImZz7rmxJdxihFiVpr8Xg3JsptgjOTe3f20Xp1Nm6u02hkjHyN+CNBOxpwZ/+HEMaoKKiaSVWE5+uhskLI6nzKK+Bcse/8gRTyHOzieYo4ErTnYBdCoUIipaQqzvXzhaJQPY9NPj8TIJ/PEvgM+oByDmn5fNA48UO++2SfMISWqHPshxxEM4qqoOA89lmREhTlpzMJwXmxlp8uYFERlTkPF2NO/TfpGC36tQtcar2G6zUZyRRdSqQqyGSEqdex7C5nozOcwqa0M5Z+RE1q6KKHkq7xlBS0GmUaY8kOx/kQx9YoFIuWVqcpLYLJlCYaL9c7ZPsmZ88sZGhxd5rSUTR23MucVSMuuesEcYGG4FGRYpcuUllg2h32T2asrVc0FAdhFPQaJlZi8SQ85V6yR0WPta7FxIF41iVPDWzhsSkGhMuAwpyx/O5TXuhkTGslaqRyoNdZHu4x2ztioiuUaUFz7uKd+TS1AbpXJyMnd+pUicAWDm9c+jx/eHCfhVKx0CeE0wRndoOWtUkehTAeMuj1yR2HclGxSE3qv/YG2nd+wvj9p8zeecj2yzfZvrbNoehgX9kmeLjAOn2T8IdvYn9pk9pXbtBXOoz+9XcpE0HTbXKqm7TeeAPD+5DLt16gfHSXv/7LX+DEnfP+j28zH8d4/TrkknARUeU51WeGhKpTygJFgKbwXLRL48HEZTgdUjMqfvTJFK9loJo5+/eWbF5ySHJJMKtYW6/TqhUkKxqiJzh6FLN/8IRyqPKysk7VSHBUyZPREW7pIESKLiqcSmXqK1jtAVnmE8zmlOXzykvPZ7hCiOfGDD/tP5LzPlXICgXQVJVf/eJ1Xr8h0Ttt/skf3WM3TDmeRAhN0DMtLl6SlOsWudWnmtqsf7vN00e32b+T8juTKZZS5wXHpK4I4jjkNGmz2CvJ53O8VhfhaOwlGR/ckcRJxrXHOz+Xq78YcJc6m24Lzax4NDtiovoIUeF2JHqRkhegCg1LaIgUSnLGZYGugmu6pGl8Lmpfdkj9ikZdEkYFY07wpEndMZhmCSkpmZZiNTO++kWbwabG6kWLk9OYqtRoN02sGylqUmDoIe2ezeGwwnEFlgWVazKNE7ruKZ21PlEkqPwZtlbH8BVsLcW2NWS9zfTBkkrqOLYJvon10sv4Tx7y6EcnTII5oz3YHGh8+O6Q5SRn+1qDz3+jxd4nD1HNNl/4u7cQVs7w7gGK2Wb37ilnzz4gnu+jSKgUlSoOQan+vL4jn7lflOfFi3/mvTh33SiK8tOakJ/Z4gLxPKLhz901n20/A3D1/BrK888qnrvrgQpxDm0gyHK+v/8UTShIcX7ekvN7UPjzgeGn2+cDyWf7Kin4jPR+mbKIDnkan3J7coernddYHbyCbWxyrE+wLJtKq9BNlyIUlOgIy0EUPuPpIdvGFktFY6YFrOgr6FadM5nzUM7pKBJRy2i4CmZf5+k+tOcrDJQ6e3HGs8kCkXuERFQldAubKLfJDLje3eR4WfBiNSAOSqQruTu9T1LOWF810CsdFZPT/QwhdU6GAZ6r4r4Ykx4+ZRLOca01WsdXmM6mnCk5baNGvzRoWCZPn56ivdSi9IbEH445mz+hyoufQub+e/+WJM3ZuvU16vVttM4OulMR7D7guArQL65RvNOD2QFJmGGIFHP3BP97FubAo7ZIqYTCZgBxDErjDJyKYuMC61HO0UfP8Gdtjj99gn31Ft61z7G+NMm++2PiPKGRjzGOnnH40W2804iwUDDWDK6/cJlk1eDyLw04efaIv/23voi1epHRD39AHhd87be2efsPHhOPJPagTb1tEyUF8+MxIi4pyWk2LQylYLBu8tKXmoxOUsIU1lccZorO+CQj2B2TzQvKDxa8+LkWUZYwaGsMwxmzXLBqu9SbFtOTApEZfKF7A+n53F4e4lJDlgppKjFrgpplcXpcMEwDTk6mTJfpuZvyZwQX5XOj5meB/9P+IaFCUhMq25bBa7MvoATweDukV+7z9d9o8J0fBcQdA+VzPT4eepRVk2f3RqSqi9Y2SIKQw6OE/+oPn7HzyOfrX/karmVQHB8S38+58XKP+jWV3IzIW5cY3xtztC/54N89/blc/e8EdyHELuADJVBIKV8TQrSBfwlcAHaB35ZSzsR5r/0/A38FiIC/K6X84Oedv6REU02ejY9J1JRWuyJLIV5q5BQIPaNnWtRtA68yyKIau8keNdNFxipxXoGuYq7EjOc+nt3GVtoUZYLaTJkuMyZFDI2YWrNiu19Da8V83jbZPcpQVJWeK0myjG7TZLBi8nS/4uHTguZA0K4rNPqS08mURmnQUHVEMeb0kzHdpkFRBPhPJvRWXYbPMk5mOs3BAG2lTuPVFzj85IDqdMi9/5ATHetoDYu9hz7vfmdKVRWoisL4bMgnPxmRZWDUh0R7c0J1wTipoc0fsPvhY4rleWWYnHM/pSrkX4DxzwL+3Ccoz+Epq+cP5/k0Uz6HuhScu2+ew7Wqqj+3yp83+dyy+qxV5w8E4mc+F0JQSlDludBShSQRFbJ6fk+Kgnx+binPB5jPrvXZtc8vIqkQoHx2XYlQz48NpM/7ozdxJ+/y6urXWF19nVKzUIRGfnaCYphEDZckmbNfPaXvWlRmnVjT0brr7PqndJQmsuHgxDvEcUgjDfFqLqenOip18nCBVhlYuiDTBamoqFsbLPMlHxR7aKogjhOiQmGQrVLDw/YiIrokuUYwtfnw3ZSdDYMvXm7xeHLMe/d3WW9b/K2vbXMyivl0sU+QTLg0SGnjsn7wIvV8nTgDz2rw6fwJLbPGKDJZLHW8zOasUCgVBaUS52nxQcXN3/w7WC9ep2xItPGMuKYzu7vPSv03CXZHKPtj9FLDtFz8s0OauYmWlyTTPtNhwcor1zld0ZhYKp32JuVsweqtz2EVV6n8e5weH7L3yfsYtsnglcd8rvk6uj4jv+hitkrO/vSHFHsJZ0uFom7x2t/+PNNJxOidt9j5tUvU19qYrZz9p+9SuEs+9zcvc/nFBp5X8Mf/5X3iZcWySvjK/+QNIv+AdCo4/WCXlg1a3WD7eo39SUiUq7y6oSGLHOlalLpFrsUEQrL3UJClCTdeURgWkrffHvLy1SYYCoVlMAoEL+svwtJjsogwwg0O5u9jWDpZLqnnDYbjFKsu2b19RJjlP/WpC0U8n9n+Ocx/tm98BvxzVR2FX750ndfc65gYnJhPSP2YVk3Hn8V86XW4+EaNp1mLs3yVRLaZGwaKnSA7HfJRTFaoZNLmk3dGPHvyJv/Jb36D7foGO7/uUq4NyIXk7tP76NkIpdfA9ZrYRgf+zYd/KVf/P7Hcf1lKOf6Z938f+K6U8n8rhPj7z9//r4HfAK48//si8A+eb//SpholnU5GVrTYV5bkMkcYFQezEVsdD68p0LOKXBYkqY2iRvTsFoaikGcFW/UtztIzkqxA5ibLsxLdzoj8nKhYkBBTawtMR6NZa7JYLshMiaLkjAOFfCFQkQhRgVQYJyajSYrTt+lcMrCUivqGgq9Y3P/+Mb92s0fuz9nuqUwmIStbNum8JD3zyZcKnetXqTLB3psHzH6vZHT/4bm07zIhTn3kPKcSEu15+GFeFJQS8giEIgjnBd/7x2/hdtsolol/PEZmIEWFLJ9bDApIWYJU/sID9+fbCiHOXS+qIlCeg1RWzy125fy4oirPv/+ZTxGQ1Z8/zD91n/yFRdjz9tl+5HnFGgnI5xV6/uLnn8XB/UXL/S90nOd+eICfTguU57MJnjs1EcTS58dH3+EFJeXWi3+TJJ2RFTFBkTBZvsN64zJas01suLyrH9OsPJzUxqubzGWCGeWYXpOGvspSn3EW+rQXIWUkmAZ9iuqUdtmiJ3o8MktOrCFShFRpSl3UEZpNqh5SqZKu5bBd7/B4FnFBucTTPEHLbba9Gm5D0imadCudg8MFe6OI1a5Bb6YQLDLuzQ5xkpymM6GRrWAVa5zlCVMxY6KFzB+XXGleZdn5BqEGqm1SqgW4Npdu/Cra1irt/Jh66KOXdfZ3HYpZRffpIUYy5vF0Qk1oZGYBJSzDCePDXXZe/RLXrq5TdnY5ejCldNY4eXpGY6NOd3lKt6OSfKmNvddkJGH+5A5HP3yHP/mWwcrXGzz5twFfaKxgrjV4/KwilRVXrq+xU9lk8xQnSzHSmI3agHbuMp/mlLOQqlni6R2Mbg/H2cWQOUJJeO2FFLm+ze5TWDx4zLICO1RwOhrKaYg8WHDrZpPeJZO3ky7v/eE9ujUFFIOVFywOj8e0ljaTUcWjxxWWkjFfNTk8imkKB2kknMURitApREWlaARZgWFZ6IpAweRsPiMtivOIsudVlz7rA4qi/EWjiXM7RPnMTQOoqkDTbfJklaIbcdjbQ8kLZsOMpi/40jdWeTpW2A00Ys+j7PdRliFerc+Fb0veezSk3bcgLZGpyt6zOe/d/oC/89u/jJxeozZfYDjHiB2NSC2xBhGvdwxGN23e+d/85Vz9/8Ut81vAG89f/1Pg+5zD/beAfybPf4m3hRBNIcSqlPLkL70Jo+JxuIusG2RByHa7Ta7EZEWJ16romzrJUlCJFKnPaXoO9blNNbcx6xaVviA9W6BEHkWlMBcRlTaktZMQkpPEIWlu40ibDJ/aZsmiFAS5TSYSwlKnv2oSLEqWfkqYqlhbTTZubTA5icjOZviKgh8btHoeoz2ffJGRxwo72w5r2yaP75ScHpX4mUlttuSDfzMkPp0y8x+RZelP4amrKrI8X32XQlJJiSLOresKUOR51Zc8lSyOJwA/dZ08r3AGKOcPnzj/vnweYqYo58WKzw/6DM7n0S1VVT23kp/rypw/xc+/K356HX4msub/uf2/AvxnB/701j77XP6Fme1faD87CP15h/nsgHP/vRDKT7/zmYX/2ThRyZL7Rz/CbNfYqL9Eu7aFo4Qs5ocohiSr6wTKksrQyLWcyp9jVCU3V77EOM0IrYRurNCnDkFF9VKCthszPskRNY2TkY+rr9IZeOxVd5CxRLdNZBRRZRFeZlN3JL3GkspUWesbHA+f0PQEm60WjW5MljdRki6L+QE6ko8fzDDtOhtei267xfGixn4Qc5jMuJOfEBW30b0VpkpMrGQ45oC426I2eJH83R/hyQZbay/xMHtAu5WwvTFk3lnj5JMQLW6wlut8+eWvMVvvYBwe8te6N/nd47dRZhYaUGoFpmezeLJgvO1y4VDh+s5F7p3OsXp19BWV5P3bOJdvsr1aR3ZzPjwOmYVzykJyMhtTPDzBW2vzyTvHpAcLwiOf9bU2PcemEw3gdEx0GOClGpsL0BOFerOgLZtkkwXvyWvcGR0QphllDleubLMmd6iOasTNEVbXZXUw4ODdO6xfGOAHHYLjY8qNFe4lOh++c4LZ8DhbpFiejdU3adXalAY8+PSMInZ4tCuIE1gMYR4sWF0JCLOCS/VtBp05ppkzOQmpEo1+3SSuSuICcgnyZ7rEZ+1nXYY/87ifuzXPKY+tW3wwfsJPggNoNDk9m7DSUmh2VrDWPD68X3AgOoT1Gmmm4SwmNN2KaD6h1nWprdQQo5Aszqh1bBo4DI/mBPkJr768j71+iK1E9FWVodJgtNDQkxivp/Dz2n9XuEvgO0IICfxDKeU/AgY/A+xTYPD89Trws3mxh8/3/QW4i/9He38eJEl23/mBn+dn3FdG3ldlVmad3VVdfR9ogLgBAiTIITkznNGKI41pTBJ1rWlN0uzartnumu1KZjKNZlYrrmZ3NCOb5QyBIXEQAEEQZwPou7qr6z4yK+8j7jvCb3/7R0RWZWVnNSFpiO5F59csLCLcPTyeP3/+fb/3+33f7wnx94C/B5BPG6TmOgR2kpPxcfRkg0jCIPQCQulCusncqQjNkkov9MnkWngZB80KCGWbarfLeF7gWQ3cqk8t9Oi4NqOqT2zcQlUUCjttLDdA1kIyuqCnaYTDcTJjKprU8ZMZis0Wscks5kSC7GyKzKkcraBApSpRXRW/U+XEuSRxI6DmNTBcm3ioUrnjINsKwg/pAY+djfOjf1rB7njYroWi7AVj+lJCxMCHvSdDHAz/+gsg9BUoQgFFClRV7SsJRN8qjqkxInqMrtfGlTb7nSZhGPaH7bBvu7jnSpF7FsjgdVjT2G+ph/tcKYN79sD7/u0P6Jn37T9sOLsHZRBYfRfEHvkPziUkirovhgBIafHOlW/SzG7y4siXsK0OycwQlrRo9io02pukR6bxYwpxz2artkk+MstQcgTTGMJrlsCPEIY+zppJbjtPRewSdh0WMnHcVopC1yY9Nc/W7mWCsEHMUMiRJG/rFFo7tHyb09ka8aiBGYUnps+ja12C3S5GfRqvFKFSLiA0lbl2nkqlx7AecOpEhuEwzrgygV0cp+AZXO/dwo7qkNTIhClGMnM4qkq3UsCXbSwinB//DOWVEm/87IcYQ7+LsxJBWBFajTI5P8du1GW4GGX4+jhxs0U9ZrPsVanTolNvk8+MMJyfxqgHlH5apXVxl8nRYToLOqlWhNnMYzRSddKJNvGtgMXxLNFnnuPyD35M7Z1t3KrC5OceRe1O0nbeobvhMzZ3nOzMFDv1NVqtDfLzKcxEhlz4FN1Wi4njMe40S2RHHsMRILoNOm2XaFQjeWKShjmN42ro+haJR6dJJxNIaxRzYQpveZtyEOFSO4Y7M0OhUqJZlmRnp+hKl7nPn2b5a6/T3Gwj4gZRXSOaV9FnDKrrDQJH5fXyGpGUiRkZR6162I5Hww4YySToOgptp0ul2kCGewbGnnEhDjVwBq2YUPafH1VVSZtpxtMmk+fHuNns4PVUji/G2ajpBMEMm4W7FGOCdq2NfmKK2maTsQkVtelz8ZuX0Hs2mrRJj6r82u+M8+qfVXn7rTZ/8cc3yf8785yMGtTkKLvqGKvJRdSepFu7RPp48JDy9fHzkvtHpJTbQogR4HtCiFsPXKqUckD8PzcGHcQ/BpjOxWVoxZCaizlqE0+HDA8rpIZ8mvWQIFDpBg5KUqO56SEDk8B3ycU7iFDBUEKmpkLK2yE16aDaAfGoz67fIasGdHoh5liU8UmV7WULNWbQawfUVuq4QmP8hM782TgbRZvY1BD6sWGU+Qlqwmb0cZP8gsPSt6+hhNB2BPFYgBJXOHs2jY5k94aLKj2SumBjNeT6d3Z55gsLvP6nd+nuWoT0NePKHnEPVq5RBj2/pB/shH0WgoSAEF3X+64TFBQZMhPLI6Wg5bcJg7CvvxUP1Ou9c+xZHXu+777ro9+AlX2NVw7kjHtKmHvdwsMsdXjX9oc/CBzaOewn/v2W/L3O6ZDz39sfSnwpAJ/V6hVMFz4z/rcwpk6x2lomCG28Xhu1YaGZHhASCaFml6iIMhPOIgvD4yhRG+dWF3U4QnnKIfheSCftc0tpkoyHRLtDOLpHQdsl55s0FB9HSxLoUVTVwvF0Xt5ZJTEqefxkhpQdwXRyOFsJLCPHjdrrNNwOUU+lWISnHs0zOWLit9uMJCfw5SiVzBnsoEbFtYkZEXw/wMhEUeYnSPtQ2mihKTpNp8qGUmR+8UWWfvoqK69/h5OjLzI2dxb5QoLW6zVaN8ro5e9x+fLbPBFb5Ln0FzGUXZzpBlbeZvln3yTZWkf3F5DxMVIJnZXLP6Pz0yITE4vYFyaJ5KZIqzluKlUik0/xuN6lcHGdUrOKU4iz8e11vMoqQaFENp3GOGeSfzzk2rdvUdpqEJ0fZbvs0R7zccvbxMUpTi5MMZs/Rqupc323RKio2FbA+laFn95eJ5ZeJ2pEic7nSPVUnv6dZ6m2Opz6yDTYHjFXkFxZwpAB2bRJJp2gsd2hvtKmsuMQUSOkzqTollrkjqcorNVoNgMSZoSeYuFZLkv2FR4bGyHh6Shqg57nshP218ZtOlbfJTuYE7Lf6HiwrfbtDiH6aQlCBGEIw8mQf//sxzlXdKnPv82b8Qqv1VSKQ7Okp1Ui4gxByUVkRymslhmeSdHdKVF/6w6d1RKmgGwm4Nf/N8OcfC7Gn31jDUX1eeW1AnJ0hM985jjGuEnLn6deaVOLFTk77RJtjjz0mYOfk9yllNuD95IQ4mvA00Bxz90ihBgH9vJPbgPT+34+Ndj2UPiEXNopMDLl8MSpJJVtn4gfZ/OujW4IlFAn7Uap9Ho0A5+EKmjRIzVqoAuJEYZseyH6hE8mLrDKLqMjOlfXPaqBRjQRo+P5XLrsYLVCCo0u47NJzkwbXL/SIaPpmF4bUwsYymrUVjYpr9TQTJ3EkEFUC1ETGsIwUVLQtByGF5PExyLInoueUzBdj4QjiCY0tpaaNIMKEcVEaAoEIeo+N8OeRhx5X2+uwH3XyaBBqULg9Ny+o0IJMHUdQUjPF4S+yyBu2tfaCjGQKu6P5g8OkJKBH+ie5n2/SwT6w0xlbzvskzg+0A4eeD9s+89D8j+PP//gcQ/8ZtBN9VPKhozER7lWf4OPVcfIdXxStkZPjeB3OqRz49T9BqOxWVKOQkNvUm+vcN0IGJE5JtIKzddWCR+fJzadQtfaLKhT7C73sKMRgmkFYafQ/WHkdoGSXqPjSSZkgnE1ilAy3Klc59nZcSaTU6yt9GgYAWK8yrbusNtxyQZxtosRfvYzj0dOGCxmo9TKFm47Rl3amKk4M1PPUVB3aNaWUTomQWkdXc1Qbm6juyFRLUa4u0vnEZ/U2AzXbt9lt2jzwnHJ2Rsf50Qn5Ie5Cj8svIycTrJV6OC1X+Ps4hcwnICYM0Zr5iy+UyKTbDM1kyDpZzk9N82fvrPK7aXXSDjTjJVcIrLNYjjPuhOwo6cZOv5p/NJN1OkJWvYyprWGEwpSiSipqQkUb5i7d96hUnJYmMtTX9plKfEDHn9qgYZaIeRR/KCN3Wpw/tQJrvz4OsmTZ6lrJhdfukSaAo99bJxUKo7rtAnSj5DfzrLr7/DZz5ygdrnF1UoMz1VRFMGpp54h/ZsKV195hUg2RafYZiifJzOcYnu3Qa/cIx6JEkEhKgwyOZOqU+CaWyY/HcGsmPhCxe4EDKXVfhscqF4Otu97JD/wsIcDxZIhFeIJlWxU5z/7xHMsBFH0TJuiUqGciLNj2ZDPUrJ0nJ6LrWfwOj0yi1Mo3SqFSxsUrjXQVZWI7vOJ3xjmhU9pbHYFbsxARB3aTYtrf7HORGqRocdUHH+b1pNDTI8KPFJYvfdi1Z+D3IUQcUCRUrYHnz8D/F+APwV+D/gvB+/fGPzkT4H/QAjxR/QDqc338rcDqFLBUBWEYhCGksyMT8vqks2p+M00m+UW/kgXISWjGQNX7zF12iMT82g0QEYFMUPFCQLcUDI8E2P5dov4RJLFC2muvrqNa0fYKbngK5yYjhGgcXfdo+sKbl7qslnVOfn0HKEnaK03cMMubqhgZ2KkRiIMH5/HcXtE4z40ioSqhe8JilsWq+s9UkmDrmajRXz0oRRbP94g7LmEchDE3LOShUI/UUDf9eKHkiAIHmxUA5WL3Jf7Bdk/btsu0/X7vnSQ/QDm4Dd7QdMHCXZgcez55GX4oJRrcKyiKOiqhuu593znB90ve8c/zKp+QBcM70nehz5AB6z4d8nO7nU+sv8wyhCpCbbadzmdvMD1wmuYiSRjqTHIZmnZVZqFLQwT1orvoBomWXsWNZbCKZbpZBS2RwVTvXnsH25y+sIwSuIE5fY869oVGnNpis3rnFBP4PugjqTwezWsqEesrZNEJ6UNc7OicKfaZSh3F+NCG3cpg6I/BWobkd/AakqyXp52pUcjHqPajuNUdVJOhuT4JG/5V6g9miObMfBv6ExGFonaGoqvMZGYotHeZtwb4bndUf5Z/c+5MPcFNhI3WN16me/8yVepf3qYE0qWs8OnMH7tGK3xE9T+hz+k8p1rvLbyNYxj84TldbqVbU7OzXJhdgZGHFRbJXgmxhPRHD/+aYvWRpHsrMfrN+6wrDaY+5VfpTORwd2NIOJlxJDNsOwy/sgZLm9U+fjnTjCaHaG32cArV7FaNpruoqd17jYUpkZmydhplPEVrFiP0l2Qukl24QyhlkJP5/BqBXbuWHS2bzB7OkUkBlpokdRGGdKjzOlR1NkJTp532bab2G2NxCMhsdEuc9ok9XKTwLKIpDS6rZDSWpVkMonwLSJBj65noXhJcrkcNbtKVNMRukQoPmq0hxI1iKc0nGp/4e/D3JD9p6gfRFUQnJ/L8sLCCNIIaLZbzJxoMzuyQ3OshxgeIll0sIoh6cUJRMfGSowQRGbxVm4z2l6nXbNZeaVAUG4ycybF3KMZTn7CZLvRYHujiakq6FFBXAraVoeXXn6T33r6BbKP5snqHYyeixMK5JLxXrT6c1nuo8DXBheqAf9CSvnnQog3ga8IIf4usA789cHxf0ZfBrlMXwr5b/2l/xAo/OaZ8zRStxmf9HCDKI2qzXA2ztvLVcJejHbDJj8UI5ECM6qiaSEbJYtmS0FGBNkZhbUNhUbHZTwnkfEIlhS0al2eeCJFcUej1XIJHUmp6pNRBclsnO1tn3rTp9BsEc0XiegKIzkVVwmpNwSGqSI9wdbtGjIqIRkSsQy6nR51w2JiNMrItKBTdZk6mWZ4Eq5eUTl+YYY7P1tGQ8VVAiSCaCSO73tIGZBNRbFsG+n5BEF4iJRx0CGIQeBGChw/IAj7HUbAIDgq+xa7onBfSUNfdXPPDSIHp5FhXxZ5iGIllBLX9/pnfY9g6mEW9v6g00GL/GFW+WF++sP89vDgMPneyEf0Jz8FQrLUXSGuDXEuPkmLDslIjNFoCi0dpdO6g9p02W1fZTR/An8ogpPIIALoJWzCrTZ1PUbaiFNtB0QbGhGnhJkaZbe3TRRINzVyvTR+Po2q+ax1bnFbK1Kp7pCMJEjoI6xVOkycCMnFJWNDCq3aGmesRVblHTzTotUL8bouid4C9UqUrVrIpOlxt7dGa7Zv3BRsl8jINKtehbgImZkb4Zz+CNu7V1HzY1zJW/Q6FnfWXiadmkTTcwhTsHTlB8Qe/wLxoecJl99hZDvKgvwERrLOUtghoEdl8w7D6RGyqQmU+BTZjodr69x4J0PcjvCrp7vceHuNa9/8OvlTJ5GFEnd+9hNyn/t12hGbVvsW8cIWqu7QzqQYnUswFiQYvlXmK2+8jFX3SZkxNt/eYP6Fx8mnbZTKq4xkdXZrLXR7gmDsBJVpk8WnnuTaf/NHGN1aPw1wPEaIYHe1Rzph8+LHIrz247e44UbYHDvFwkmJtO8S8ypMPnUaz2yzuukyMWSSn0qQTkUxRcDkM6NcWAzZen2JQhAw+2gOI2pTutLg5u0CEdNgVHOZG0r388W0Ad0nmYxTq7n9Z4b78ab7JK+AEqIIwXBK59/8/DFGRJTrtW1Gs1GMpEclvoWbVYiSJ5q9QGlrhW6YJnN8hmio0335OvaN21iJkJ2ax9TxLJu1Lic/OsWpp+N0fJugpbF0qUF5p0tsLMZQPM3Ka2WceoPNn9R4XDuFFszhpFaJmpvMBVvvSat/KblLKVeA84dsrwKfPGS7BH7/LzvvfigaEK+TUKO0t3Sq3Q7Vpo/qBMRTCicyKYxEGhmz6HgWiTxYDchETKIJn9265NpNC09JIvIJenGNxeejNDuS7bttbDeKb4ZEhizm59Ms3eniGBqqUImMJZA9n6GxDN1aQLnZJRIxCRSFuKGBdJGKQqfUxW/baElJRLFxak2G0iay45KJRzBlf+GOoBcymg3Z2QCpq4RBiDqIe3i+iwwDpAxptjogRD8nzEP813sywz2ViJR96eI99QwSoUhU6B+H2JPWPHhP4F3DzoNkKuHejFQeYknvu8fv6gAOkvHecQc7rT1l0MHzvqtzOwT3RzYDtSQhIujnqrnbu8moeobQjNLNGATLJeIxA8eTFHrrNPwaE7Ykq2dxTJ8oWbatEsOxJDHbZSiTphlLst71KehF2pNpdupb2JtFpD3OqD9F0p2il5Jcq7xCVNOJGxEWlCxvOHW6KUkynSdp7eC7GlozScoK0QpdhuMmEcVmIpajVvMJLIXxYJqYZRJVbMbCUXZaVZqU8TMzZNsx1PVNEsEklmISy6S5cyGF/9eeY+j1HaybRbbK14kJgROE9KwWW2+9SfrRYaJ3YqRPp9gIVQqBR3ZkljARRy6Mc0I5yceOPU/JlqiaSrEpMafnaZ+fJ3kpxlPZHr0f/VfUV7aIZs6SSMzRvnYTu/UOwfZVNENl49YuZ/69zzNzOoV61uB6sclW3aLdC9G9gJivEpQbpGfG8bwIlowRWFHSzRb5s5fpiACnFef033iScslh+yt/QXoqTSIT4+STY/idNqsNl9xCmtW3t7h+6U0kswRRgSJ9zISFiMRo97K89NU3ab25weTZDEG3B5UA2+px5ulhcpMK8aTG+fkkPyk0aNYEnbpDtevgypBTCzHKV8HyBLVq9366DXmIkULfFagIiWkK9FSLjXaNnu7w2OkJAs1GN6JcW42RGR5D99pEp49jRBJ0lQSzzgbjx1xeumHyxsubKK0W2akkMx+fJfHYApuFCqNJG1XL89rLO0SyUUbmh7j8ahE9Z9C0HNaW73L2qedppTbIZVsY7eMUtWHga4c+K/ABmaEqgJbnEPg2MdMgoUYYmYlze8liZtokl/NpNn2iSY9uU6FWFmTGNKTpsrVhIyMRCMH3JM21Dm4nSqMUYuby7Oy22LBdms0eifEhLm5Bu6dw9lQO6fsEVYvAUHANg2alS9BRsUyfSCqC53VIEqNhhZgRg6DlY9suQgFNMRBKQBDEWdsNmTTA3bYxIwnWLjcRXhxFlXheiIbARyJCb6C3Ag8JUnnA/QEgw/BeQ5MDV4tCP4AjRT842lfaKPQDQPfTq0J/UtJBDTl75+N+cPVh/u/D3CXv5Uvfm5B0MJB70EXTP9H9DmavTPv/6zD3zLss/0HcgEHKhAAQUmB7LWq1u4x4Z7HCFoEa0mtWqTlbrDZvoUqFruphaRqB08NSdZrbd9GNMSbmHqMblYhIh/pjGp01Qc/U6LXamCEodo9QtQhUSam8jK+6yLaHH0SxIn4/DXWvy907bVR9kqnWcYzo0/xp8Q/RCcl4CoGUHDMnmDZH2O0EWEISTadQTItysk64YGB0I2hbLsfKaY41FlkvXOKq/zqXR2rk/+bfYStb4PxTeVq6w3R6gV455NLLV3Fbu9T0FPVmmdQnZ+g5LQovX6SlOJheG7veRNMNejHBnevXITmDM6XgvniW4GZA4+06pU6B/PxJHp/+Ta5feZnyq3c5Pvpb2N1b1JdfYfLcBHYzZOGTORaOCZrbsD3xCG+v9+jGNhFaC6FIPLeHVW1wtzxBNHKCa1sVavYK2myCHStES0NsIoXTjiFXK9Bq46k2pz52Fk1GmVhIs3RlleKNGuO5CGFKsry0TmArzD6dZXpKYWe7QDY1znrXw1aj2MoQm2/uMrzcRgYW11yTeFpnbFTlrWqE4aExvJk623qPQFgYIkql4qDqKr4d4HjBvXQCh7X3PalxKAXCUIhPhsRFyHg9SjoV0IrahIZDKqvS9Xe5ujJB6gmNpN6i3rAQVplSyWXhV84SM2Pc+cbrRMZHOf1knMK1AsMzGaTUubtZJDGRYm4ujh/NMNSM4Fo+vc06Sxtb3Lj+BudePMHWTZ/mnMTUzPei1Q8IuQsQviDQouxuu0RSsLrWwhcRllZtQiFptj2iQhC6PomoSaUu2ai0CBSFiOYxnFdZWfOxu4JGxyOaAnW3jBaJ0wwgHEkTpqO43YAwrlGTGRqbZapbDiPzWUqFAFVVgBBDVzAMHy1pIgwds9VAkSpuKGlWbNqBJBkNiSsKDRHFdz3KhRReT6O+pqF5IfVir7+8mFDvJfLa71LY03QPMmvcIzBFUe5JIYXoTz4CBjlYBAEDSz2UIFQi8TS23SUMbKQIAfVQi9lnnx9R9rX0clD54SHkvUfa937zEBwk4f0SsoO+93tCet5N7PvPsZ/M9+Sd9zofDpC+BEmIL3zerrzMhcBjIvY8YTROxWuw1VgikC5ChLiiC7iUWkXcqEN64QxB06aYdlBn4mTDFLdn88RO+rTdEo2v2YyMxqjbHl1dMh0b4qp6m1ajQio6TocIBa+NoSRxLY/62hixsUlsr0fCtpg1xnHDFSbiaXpSJxWJYrkephLF0BV2tF3ac5OEGYO2auEPHyeGia2n8MMuuWKEcq9DXVaIrN6BDdho7jA6MUqiMcLt2jKTn/oI26+8Rdepka14TLQirKV8Chu3iOTy/OqX/ndc/vp/z0Zhg1vJl4m88BnKb38f55UyU1c/jvHILBfGslQUlfKtFUwnoHFpnUr9Frfe+Dp+VCM2OoEzNkvy8SwTH/sI0Tt3uLb8Nt7rNRxLw4oMY4dLSGFhCp3i7g7TJ+YIq8tUpnxGz+UppaNE3TqJVAxTjZJPBaizCrVclN5mie3NgNmPniJwr3PmqXmu/dkP+NLvPoGSUHj122Vu/+AWY8c7zOR8zG6Pzd01skMq8TNjaJrACiTNcpdUUsFxuxhyiFtXqvSaklRcZWRcEB82UD2Bs+vTlRJdCykWLQInYJ/NsZ+ZGAyJQYKqaiSTCuNjKqt3eyzMqYxokooboZI02J4Z524lw5q/RuNHm6TTkLtwklVfpVdyyCkVFp4bo7M6hqv62J7Oj/9fb5IcS3Hqoy9w6qksX/w9lS//o1vE5jRmP3MWW0mRjRr84H//z/nzb/+QqytXuPDEBBNDNnbXeehzCR8Qcg8JaLcVmo7LicU0u+0S02NJLDtkZcfh7SstPv/xEW7ttFgt2UQTLiNDGqm0gR4N8YQkMCQT05LhSJaVLdB1iatFUSIpLMtGpNOUGj2G56aIBF1aQQ8/N4IIczhRA8/vMjSZwOl5CN/BkxCJx+g1XQzFxDAkblDDC026tsRrgZmMElRUFL/D9KiJNKN0VjskRILphIBRh0rJp9MTgDvIoMhganM//e5em5Li/hzN/QHNYNAh9HO69AlSSomKymx0nmrQwpESIbW+m2JfTpl3BYb2+8Lpu2H2iF3wIMneSwtwAAeJ/jCL/9B7HIbvIv293x/2ee+4g/LJg5/vlVdKQhwu1V+j5JU5eeyTdIM2vaDbX6BZSLShHP5cBGfDpxULiY5FIBUQnfG5WdxlLJclkopRu/QWp4/NsuK3aYgm7ngW2dkiDO9ANs2odZKw2qStSKJmhmxmjHg9ZNWucaY7g1+vkmeLjDQY0uLU/V1ETmfNLnEuOkUQgOnk8KVKUWlQzZjYc2NY8i7XMw3WTk3S/rzC8ndXufZSAxFPoVghnXqRasdj0Va49fpfwFCEYPQx5v+v/yfiX75MYadCO1wFmcQyPB6pRfjIjyxWWyrjsSn86SL2U2MYxyrs/tDBUm+jVhrE5l5kzJjGXbrMhFzgwvwnaewuUS1e59Sjn8F2GmjBLCtf/hOG1ZN0nQUSz5zEE3k63VuMP77A6k4Jrb2C0/DID49x/eJ1Tn6pzfjoFBXXonyjQeZRAwxJ1yuw/kYdu97lE3/nedZeLnHzO5fwoimem53Cvlph8swxeukhOi2b135wF7VqMTE9QaKeR7wUodWukQhL2I6g4ecZns5iih6qqhLRQDN0/O0mdjXAq8RpNH3iZsDIsI+Dj+PpKAhqDYdgL+nAASNnoLrtZ7mcNPjcr01y8hGd7FiPeExlftojdEtkk3mu16NEulW8Ug9P2sRHhpAxwerVLTLTUzRa4PQsWqt3GHn0FCNzeRodn8jCSapv3+It5y1C8zhjx2Y5+XvTVLo+s48f44xbBM9i6ewoO3dbpE48zj//H7/JzNAbTJyYfc9n7gNB7qam0bC7qBGFja0mQonRcVymx7LkInFSKR0/rJFKKMzHDdSYQISSiTG4dluSmTPRoibZEYGngNLS6RDB8iCwffLDUVoiiRvE2VnvkDk2TGD3UDVJZDJKvVrAa0qk65GfTlIvtpmYiuK0HPBDAjNJudpGWipuq4eq6/iKYKVqYRhwfCLNttWEdhRPDiE0m4msS9c3aZkO0vbu6cj77KwgZcCeiCYM5cCalyi6itBVxF5uFkXpB0qDQfpRVSH0ApJaDCElXmiBpgEhB2ca7OnCD5L8/sMOWtcHrf7959r/vvfbhwVZD/72YZb6oVLHh4wUDhsR3HsXAiElIT5bnVvE5Cx26AI+waBizEyaSrcGsQAvE9Kp3IGESa/gM3r8USRZ1LfqaAxRcW2yL56hU3dpXl3F7zrUm1USyiQJfQgvqVLr1lEjOeqRMr6iI4Ied90WWS2Oa61ghQ22vBKnRtM8MxtjZ8XlRm+VcTFPXjOIKHGikYAxu8LrSxfpJjuoI8P0ZlO81nbomRESTzyC1yziAn61Qt2y2Tj9NGN/7XcoDlXxdzoE79xg4fxHUFurZK9kqfeWyBpRqn6Lrxe/wopWpy2bnHr+PJEJj0pjhMc+f478VALtzg7tl1dxUk1kcItdtUxtxid9MYPrBYR1l6HEBMG2QdxKUbz2EmlxHtUO0J57iuH8CdZvv0boK0hVJwxshhIqQVpQjGY5NhxF6xXIG10SrkLhbpzSpo1neWSeeAY7P8O8eZViT2OnpPHjwnXmPvZxJs6PU4xOcuvKbaIj04TOCrdWbYaeGSY5ZWB06/Qudml0QrTxkxjxGnoySu7cAt1ildbNNVJDOla5ixlG6DTBRyUMLHJRSbnQo9n1sazgARHBXvu7P1oMUTU4//QQ809rRHXJ5s0kC+Np/HCHZCxKqZUgYWhsDk9QXG3jRRNok8NkF8fQyi1660WUVo/kRBRpaDR+ssxHX1xgIzPM/JbCO6/cgGaL699f5sZQmtFPPsfChdO8WL1F6I/RSyf4nX/vPH/wn/5DNCMDZprtuqB29b21kB8Icg8ljA6r+K5Jy3Yw0zatbsjt9Tr5jEnaN+gUYpRLNjtWQG4yQGguqYyK1YVUCzAlKAbtVkjcUHB6AXHp4vghhmkThB5hJE2ox9ldKgMqITbpuECNpvBMj8hEDCdqEka6OL7A8W1AJaZLYimdVieOFkmBD3azTnw8i9QS+DmNYrnNkOHi45CJK3RcnYwRJxF1afRsQmcwt1kONOV7Wm0JiqIihSR/coaJTz2NYlporR28bkB0cprq6i5uuYffkpRXNvFaFg4+u94Ow089T6fToHzz7cGCAvet5IPk+QBxCjHQ2+99fdA1tN96P8w6P8w//zCrfj8OI/D3cgE9LBaw/7h7+8WeFFShXF5BVw0Qg/VkEay/8yPmRjJEJ0+jaFG87jJOqUDP6FJKj9CdSjKupZgettlwLPLZSTrrKyjCwI720MM0zW4JRcsxnJkmTCcJLYVoy6PdqzCSybMZNKlZHfI5C8vxaLVtMvEF6EiGki41y2G3t4ouUkRT40TDCA2nRfb8JDEjQzuhETiC9T/+Bs7KDcyJCZTxIULTx2ts4nVt7IxPbOwMF9w7dEdSvPH9de6m3yJpmkQ/e4Zkvs3nO58iKj0ad9pYX71Bo77L6//TDr+V/o9INybJREc4lsphzHX5+pVXuPxWhY+88BgzI3m6pw2u7j7C5kuXcLsFRjKLoB+jmTpO5/IWI2fGmM4/xqX1Hbqyg+Z3yJ16lPadCkrQw0yrNH2DXi/L1qsl9KSLaDmkcnlWNh3cWoULF05R9RuMlIp0H5lkZOQj9DrQ++mXSSllJhJd3nptieI7HVAl0eEIu2VJTF/m3Kkmf/StIo2dFqGvMDKxRPoxDVWPYMTb1BI2k+dziDWHmJFl51KXWBCHmM5wLILiO8TjPquF/lyR/vwOHmh/YTB4XgUQwu0bTX7z30qhVF1qdw3e7AZ4l4d56rkou8KgGp2macWZPpnBT5uoyRHKS8so3RZ506OX8xGBzbNPxdiM+LAjWLz4Dq3NBvnzC7iKi90JsTs9ZmqCjJti9ZKH8uwEGUshGFeY++1P04qmGHrxGdR6g3ah/J68+oEgd0/6dCwfp63SVLsk3BDXD4hE4uxUeuzUezTbHkPpGElFZfumJJXScPMGoxMqzapLJAxpyR6VnoFrakRNlZgIKbZt4vkkpjCIhxrLyy1EaOIbEcx4Gl/TaGxtMzw9gq1Dc2mdTEQgY3E0T0FLmxjJLJUbd4magt2uIOhJ/DBDWJPohs16W4eOgTk5RmzMJx00GVNy+I5PuhchTIyweWe7H/yUAy+7Igf+9H7Dik0NMfuF81S7Dcxeg6HhJLG8juu1OX4qQSnewxYj9FyP9vIGgeuhxhK0Kts0t1bRFUGwL9nRe6UOUPaR4R5R7idXKeUDbpmHBVr347388ocFePePKg52GoepZg5z/bzrnEik6I+QaqXlfpwjHLjBBEjP5e53vsrs818kNvU4MX0I228Tiet0CyuocxMs3biBO3KO8aEOyz+7CF0X0imcagUlbDKUnsRRVHasOukgQtRxCLweKSVH1huj1a3S8VusV3aYn8sxM5LDamZZ7RVQjCaTo1FMRUUreNwp1Vg1PXYfG8FJelS6XdT8OcQbS8SNDMbsSayVt1CScXrv2MhagzQaj7ghXFknZV+mVC9T/+mb1MeHSUzHWIiWCCydY2d98m6Nle0oKdXEi41Rqt1m9Xvf4ZO/9bvU4pKGpdPyHiXIbfGUeYH6mzc4+TfmuHY3SdCLEhgOry79Mbn6JJ/+0n+J124QGV/gtTDL1PQJ6ld+RO3ORVrdXdQsjE6mCJ0221sVxuanmRk1mHjiDG/bHq987Q3si3dQE1l8JU4lEcG4usKoaJJ8JslEYwcZxCmNztO9+RaNCzlGpnIsr6ukTBU1jJA9NcGaHae2E9IwHWYeiXL7Z5uEa7v0CiqTp/KotRajRCnWa2TGh5hIKtjbVaRl0tN8Wh2HZCwkm40h/Q6+6Mew5EACGQTBPeNGyhAxkCK7dj/R3/FFj+NPWXSaXX76Nvzf/sDk5JnPE+bjpBe3GUs06HQ8fHeMnSt30WNx/LxGLq/iWBK73eXsx1MI0yJW1Sl4DXrdOvHZOXzDQrtbZrblc6JbInhqFsuRhF6ElF7nxK89wRuvlelVW4RbBfSJad4LHwhy1xUFw48TBBox00NaNuPpNFEhaBk+1abH+EgEuxeiSp2s5pOKxSiseYwsBngJFSkggUrTsmh3FdyRJJ6hEU8aqKkYhfUWthUSBgI9kUAqAsex6dbBqro0YjbJsQxoWXqiy+h4CsIUfiDZvLGNGcnTkTZ6z8KXPiIaoddwGD8xT6Qs8eq32Wiskho2KJQ7mFaM5Jkogd/DK3XZi8oIIVh4bJp4VlDs+HiuQIYaYy+ewfYD9LaLFUjUaBzhu7itLh3VIJUx6O1WUKSPr4CCxLFaOOst8AKEZsIgEZk4hNCDwWLW90h9UKKDSpmDQdHDCPa9iHwPD3PFPExVs9963wuiPsw3f/A89z7vl4MSEvST6tyTTiqiv2BI49pljs19nK6aRl/M0Fu7S1iokT4JDc/Fq9oMOz5bMsoXnniUn6112LYc6Lh01R6+1SKXGcOv+ySUBFL4eJZHvbaErytMa3mWrQLrGzu8eOo8ihpjfcVhbtgkH0mhtKbpOFES0RxqtIYxlqcjqkTSMZqeg19eQh4fIpuYoP7Oj9DTSfLzM+y8c5Vur8eP/vE/YLtQwq1s43keUlHJcAx7x8HNqiQWX+AnN2KcjVhshTqf+Dv/Ltd332Tn/32N1d3b7Co9eoFGbcjBU0yGPv5FsvU0TjXg9v93nfkTeS6tFYiIDJlIj9LOdV5/+Z8xfvZJbr7+LV48+VkSSy3c2CTxzx1j89VvYHeW6TY7pGI6nbZLLDvG3PAocl0SiY0x+1SW7cki3fF5rOs32dqxMFPzLK9tkFYt1MbrLH72WdrReTZf3WbByjKfFShrV7CFQeTUNMrjT/Py1Uu4d1wiiiDTschENLoFF0czCSICt+cRVVS6DZOKEUdxLYaGJynUmkTwEV4Mp61SdUK8sL+OaygHq4txUMYrIOy3nelpg7PTISnpoSd7OPUYI1MTkKnx/e99nZGpFKNLKqSA08eouWUy85N0/DS20cacyLP+zas0s1FWGw7ZxFvMnJmi9u0CWlRD0V28QhV9borqs6M0xrsovqTbS+MtxWkPw+7QLJXdt9B0FXlyntEvfY6NL3/1oc/gB4LcFVSMyihxL81OuYQ5VcGyu1iBiRPxsXyXkZjKdC7H5ZsVxnMpdFNQbfjcvNgjk4rQtQJqwicxZJI3JZ2wR5AcJVAjdLtdYjGTVrmDqiYJYypjTzyKX+tReWcDP2oydGqesN3Bz2aJzczTDZpogU2r3MVv+Vi7NUTCwHIj/cYWS2DdWefO9i3UqoVUu+RPz7C91WL71SWUUCMS1Wi1bJRwoOpQ+qseaXGYfm6SfCxJq+FidS2SkSZWECJMiCbyOFYPt15naCRGu+uhSJXYcApz2CBWbOJ4LUJPGawmrxD4HgjlXmBUEe+22vc+h4e4aQ4GUH8eXfthxxzsHA7ioUqaA/+7Pwna/v87KOM87Fxyb3Qk7smSAIE/UCiFvTYz6yobSgs/G5IyRlDCbbi5hKp7OLZFJZZg5qOfwNJVjkU2qAYGvaJHp7QBtotiKLhtScoZYsLSaQQCy28RkSlct4djBPihwC/nyY4M8+yIpNLapbit4lo1VOmxFlUpnp+iqcfobW4QPa4SuXsNq7iOMTtK67UbxMKA5s9eY/WVi4TNBp0woLiywp6hoCCIRgyePn+SZr3FH/35y8yvr/Pir/8mK8oMG+UlLvx2nr9+/Ri3psaoFhp89w/+e2bHPs+531+kk1BIJky0iR4vqhcQ/6TO1NVpyuUoK3aZMKlx/OSnqFZvs/vS25y48OtEM2lKb7/GW8vfZ/Lf/dtkP/c0ldc6mOUGYRMEBvZQh5vhNopbZbuXI4iOEH/ySTrxafThKYJyEbGziTp8HHVmgd7K99ks9zAfmcTsnqRQ2qC91aRVt1DzSZyCj/UXN0lN5Wk2inTagmYrIB1P4RsuZgh6KAhjUCnt4rUsdtotQlvFCULiUQXNlsTQ2KpaNGwPz5P3XC97LVDutSMARaIj0HSNLzw3yUTgI1MSV1foJQS7TYe5Z6ZIZWu45RaVXpSdG20W8h+hakp8Q6OrDdGdO0cjmWF9+zpFN4vwbUaNMjcv32TrdonE+CierxAYBqmPPkt57hxXVZfZahVfTSHOrFLs+JQbY4z9nb9O619+m7EvPM9Crsqbhz5lfXwgyN1zQVhRlp1VKl6HM3YeM2nQcxz0MMpkIkmj1KMrOgihs1VyMEwdiUoilkC1Vcq7HU6ejWEMS7phiAx7rN/eJjUzhe34pEfz6LEYbSdGVUTprm/T3mlidSxS5x+l4QlMmaBdKeNoKvlsBFEs0W00iYQGVqeFrFlYvQTFS3dwmg3Crk0YKkgkqtQoXisSij1xY4jbce59B9Gf3qzAzde2iM/lUUfAbbtMnRpB6daJqjpOVqNeauN2BKFq0u04qNEYI/kozTs9pKKjKhrDI0m6nYBmswMCdKGjqip+4N5bBPug3nxPFbOX2mCP9g66ZPbwsIlFB63wg+6fw4h4Pw4eu4eD/7U32jhI/g9z0RyGd/2/VGj3Kly8+Secf/S30S1JW3q0m13ETp34UAqxWcNM2swnNRSzixsIhp6cw7xxh42bK2jECZI2yeFZ9B2ds8zxU/8noEUYEnlMTYKisdspUE7voGypTOQARRDTIlRklJrIsql2qK9fJpk8RmnpTezX69QvXiSoN3A6LcKeBUFfxKoOkr7tzwK6d8VaPs/0M4+RjA5TfmOJleXrWP/tV/m9f/v3iBqC6foq02Mlnv3Uo3zrX/6IRG6WxedPkEwVkTMOEb/MUKnN2k9WOKF/BDcS5cW5/4CZ1F/jpWt/jOHHsKIO5ZXbpJQ6C3qTWGCxrCdofe9HeDEPI2KiZ3K07lY4duY4jzw9RTbi8p2frGMZbbZXLpL9uIc64TL6yDFkI8ZOsY3W6eAvt2hVbLhUQg9iRFMTyNwc9V6H6LN5vLvL9NZ2MRNZSjeLxONDuOg4noHrtzBjJrEhnUrbxQgltNpEPB9d0ZFZBSOIYtW6pDUVoWtk0xHajoPCQI02gKL013Lte/H6bcxTBZ95ZpRf+9Vx2qzgBjq7mzpFK4Y6lCCdSVEtN9HSOWQYp3KzzWhoEsw9SXsk3k/vnY9hr9xk/Dd+DXUiT8mJsXvxIsHuNnZQIdzuImtb6LPHUCfShBGdDSVCdSzC1Po2pXaZm2/X2F67Q+Zv/AaLc3m0aMjKxf+VM1R/EfAdlZan4ZseUyMaO+0mCStCqjtJLNcmPewzEktzp1wnqcao9KpMDIUk9Bh2WyEZxvFaLpqtEPG7+IrH8ZEkszMeu9VVkmaeSq9HlwS7uz3kaB5FixAEXfyWhxeJ4ZerBH5I5vg83Uqden0XNQzQcsfwSg0C22Pr1Rt0Sj2kBBmEyGCQtF9KNNPAcXr3si2GYXDv6Qvpu1EihkYkamJZLtl8FEt36XiSSs2hs2uTHjdIz03hiRp2pUk0YkKo4FkKS8s9AiWFpIzvuqiqgaoxSEgmiSlRnHAvBXC/e3mX5nyPVPckkAPLeL/v+zA//UEcZn3v16Lv4WAn8DBLGw7Rs7+He+jgMYfJNg9V+0iQMsAH7pRe5mTzBZLJUXzTQLd9vMIOsWgc2+1CZpG6Z7Hby3LzbglTCDRbMrMwz9b1HZROm5TtMulkUVWDmIgzpCfwYxGafgVNESzGzxGRSXJxaLQ0LBGl7bTJDY9wKbHJ9eotNn52k843C1i9OqHn3XOX3Y8jDJ4RJA+OQ7jXUWuxBLcvFYguHCd/6vNMTzzB1g++wut//l2UTIrN75YpnpnCaC5iqG8iFJg9vYHy0x+S0B8h+kwCf63Nm1cu8k83vs5Hv/R/JPupz5FfijO5dhzfEUzlY7i6xJp8hIu2SxuFqc98guadFTbe+hmeVsWK+AxHYzz9zCIXds5w26vRybkE3R4jzz+Pl4oi61W0kklrp4dbWCN17DR2uYnqafibZWTHo3P7JtrEBJFPfwzl1FmsyzdQR6eJP/E8E+0eXrXExtXLGLEkoa3T9SRaboF2fRW52kAIHdMDreWjxCKIno3V9ukkFDKmxEwM4WzXBjmbDmuPsv+sCMgNmfz67+eJxwsoyjBV22VnuUWQULFUn3A8ipdP0al4KLkhmO6y5jfwdlfxunOovoswJfUfXebMFz9Np2vjmMOE02eIxFKkd3dpvnMV8BlZOEs6GSfn7eIFeVRbBdGmNvE8wcYqyne+Dl/9Ck/87QXc0R2uZF449PncwweD3FWXUyckYSFOQlcAm6RM0qJN3JaoVZ3scIzxrGRtt4ttBQSKzq7VJJUNGTvm88SkZGIkJJpPUKx3cMtV0sOCZNZkqxtQqfgUijU67RiB6hBbnCCkgZJM0VnbRtdMgmgE4RjYvRBFTxO6Gq3rVcKNKttv38JudlFFfwFp6fdzCoSiT+K204NBnmdNVQjDvSny3PP56rEoXuChTaRITSdJa13odGiu7OA7KqVqC825wcnHR1gyU7i9ENeGZrFJc9cmPpIlsvgIiATd5VVa1SKqEJjCQFcEjhDoqobneO8iw3uTo2Q/2RiHkOYefh7d+kEcZuUfJNiD+dsfJsM87NwPlK+/8QGlz8N+82CHcz/ugR5yceWbfPb8f4izW2UqMs/Q3CKrW7cJsuNsLBfQ8wrtnkK+mWN79zqKkUdxFI5NpKCjELFCRMvGTTicdOdA+lzuXqedCVG1CbKxNvn8DIWldTpum+v2EnecJRrLbUrdan8JyUFfHMr7I6mH1fwhdwrVMBg/+wwNc5zcdowxy6bQbrF46nO4zhZrKz/lZOwFfvbPy8SGQxafeoxKYYtw8wukeikcJJlShBvlMWZPfJLy6DXMCwvcfe1bbN7dRrTqGENpEr/113iy80VyzSRX3/wy7XHJxK9/Eu8fbpA6foZW+Ta464TpkJbW5PaxkKWhObK5E9TfvEKpKDFmn8StQvm1bbb+yX+HtbMBjz/P0Gd/B23qtxE767hba0Sjk0TSJ/Byc7g7l/GaFtFTJ5gWEc5hsDQasLFmkHriMXpNh+b1W0gnije+iFtsoxSLhLrCeFrDswUtN0SLxDFMjUbHpVZt0W5379f3fuND0Fewif48lGdfzPLUsyGt7TSBm8ZzLToVhSJxmgsXKLtZ/JRCrRNQXu2ROX8W2wETgV0twc0VSu05Rl74POWdbarbBayr38S9tYb23GO4Vodk1gQ9yuy8jpmaJH4ryvh2ja2711j3qsRPzdC9ucWZv/UZ4idNahMJpJ/ieKv2kJbSxweC3BUFSn6R3VYFr2CQz6RoelFK1SZZW6fZ9ljbAFcNkXGddDaGK3toGBBq3NyuMDxkIA2J6zl4SGJDAitQka5LVuiMpgOU5Bi3V0OKu3X80ERJpjA1DzURx7ZDImOTtKp14pPzaL0W9vYmW9/+MW69SRj0F6LuE1A48NMN7CfJveGylBLP89gz28M9YkXSanWZPDnL8K8ssl5xGYu4tItNYpkI8ahHqRiidT0iQRarEaBGE2hGiGlGSWVN2qUiWlpiDOWIqnHix0/Q3lrH2S3iOD1SI0la1UZ/gpS8x99IKe8HVLkfSD1MUfMwd8fDlCr78TBL/WG//8u2H3TvvMv6f0hncPBc9845yJAJEHge2/UbXLv7TeaMM9ScHu5mncX8AhVf4t/eoNMd5lQkz8pqj62KS0IqdJUEYSUkp2aZUiYZV2LkajqOnSAbi3PRf4Pt6ipqNMpadZNv3/5zGt02XugQ3E/3dm8UJQcf/+d1pYPfERJJZIkRx9kqMpVbxNuoUO++jdytMz92jkfyT5Jppli4cJbw+ZDdYpfmN77BnTevcvxTF5jpmWxtDlNCY+OYRFnbYFzeYfj0ImrmKX76tf87Wzd+xNnWKZT8SZp3lhGVFmNPzSL9Hr2git9soOsxnKbEePQY7UyU16qX6I4/R1fN00gtoMzP0iz5JIoupS9/GfvOMoqmk/PHMJfqxKcnSXsL3Hj7h/hDw2QWJ5DrZazvv4waHyEyt0D2VJU3b25TEAuoM4/R6ULkxU+QnD2NaVnYxRrKjI/svUnoWrRtC+EphELFdnwsIehh03Lb+GG4f4XK/a2mnyJj4ItfPJ5CNgK61Tx+Is0Vv4Y9odHJPkZBO0ejtkvPmaHltehYHvH5FOlkkvJuBc2F3vp1Wus3iP/n/za5SMjw2Ahes4Zdq8D2FhFNQUsbjM8lOTfTI22ssRQdo52V3LiywvLL32Hx39BJn5vh9BMCmfcQShc3SFK8+M57tpEPBLkjBMWlUeajo2zJAtc36wRei5gfxwyiaDqkvQkysYBSdwVhqARdga6BlD7RlMl21aOj2IzHNVxTEomZaIZGo6NTqroIrYnrC0yRxECle/MO2uw08cceIQgVZNPGqjRAVwjiCZxKh+rFWzi1JoT9ZfGAgdULyL4l6g+WrtsbSvcJCAbiqvvERH/lluLyOo7sMffMAlsiIDo7SVxzEZ5Nr+vT6MV587u7dD2PoUcXMCImrhMQuC6mGsXuNTHTI/guuK5O7LFzqPIarc1V2q0eoddfVk/Zm6nKgIjDwSSoQUB1D+/lP9+//8HbdZ8097tTDtt/8LyH+dgPHvuXBWX3HE8MYgjsJ/yHlPXBjXtST5fLGz8gOuozpi7glosUu1XMYBT3+ASbO2WCmIty9gzHthWKK3dIdCVT4SLTYYZ41yOl+GwZV7hi3eBuc50ld5mmVxtY4nJfQrZ+tyr/Z9P4e0Aq6EocteOR8BqYkU16owmSVUmr6zDSsziWm6Ow06NQvEW+EmdGkYS5C0Szw7zeHKNZlRwf1/DNFvWVFk7EZHt8lik/QuXyCj3PYur4k8yFE5Q2S2zevcpEYgS1vEXzBz3yWoy16hJGLoKfMMl/8pMsF+5ixbKk9Elaaw4iMgqKhiZAxAz0eIr5z/4tjOw0py/8Dey3r9H84XUSIs5QdIYwliXqeNQvXUY1cqQWZtFPnedtq8r2n/w50UwRc2qR5sUbGN44kbNTNF76KqaRYvL0GTqFLSyp4pbWUN0GvhtiGCZN30UxBe3AIaC/0tm77sdANRPKgERKRU/CpVKaEcXmbjuDNTFLVfqEo6dJxBTaDZdOp4e3uU3YDQnSk2ROjBDmIux8888whtLono1ZKdIordIsNImHKpYS4Naa+O02Tzw7xK+9MEtODWhZRTazUXY3i9TkLmHXxi2uEI+MIeQ4+YJPpZbHKzXZ+fHmu9vEPnwgyF1qPvXsDmFxnKyW53wyR4cuyUie0HWIBwbZ2BAdt8dcaoZeWiVI6LiBBTIkmlJY3XW5uuIzOx+imwp5BGpMEB+LoNgmvmOQjCpEbQFVj7DnooUCt9TAdkAYUaLpDBFNJag26b1yDWtjtz91nfuEous6ge+DkGiahu+6+6z4Pg4lGQBCNKlSvVOmulTCTJqMLE6h6z4LT49x+oUMa6sNrIbF1PwwO0u7hFIjOpIjemyYeCxFt+1j1R1kx8EUGmG1Sa9S6c9y7QYgVaTCvdwxci9YqvQzUO73Me6V9TDN+X4ifliAdO9377rW9/DVHyT5w8qyh4Na+weOkfsWEjxEQXPwnA+MFGTf6kVKenR5pfADfmU8wQgzpLQ0m6UibXcF4Uq08Y9j7NRQTZdUK4VR7dJrrPCOs8167y41d5d20MCVAQOl/SC1A+zZ4/tq7NB6+V8CAehCZXTmFObYNGalydXS24yJY4y6w8SNOMdPXaDsd7hZXqLX6bB13ce0JS3TYX4BziaeIPTALVdoH3PQhzNkymmCizvk4yqbrTukpicYms5SuLHMdmedc4ufoXblDeKWztML42yZeXZef4NGcZ25J0/xVOQMr7UsSlaI+9oadmIIM5shKHVJJYdRmxbp3/mbeLcKRGQSq7pNbmySU8EkWzd/gic9EppBq7JBNGWixYbwqhWsN19BG8mTmXkM325hXX4DuVPG+GyK7luvksqNEJUlrEKb+OIJjJ5Hq7yDkDpSaROKENfvR78sy0Xhvhtm786IfoNBhiEqCsdPJPnYZwSpwCa2GWNoYY2vbw7TWs4Q0Su0fIfqegVj4zaRtEFkKE632EQZyRJPpTn5yc+x+bM3qLzxU+o/e4depYBuCMqbOwgP3HYP2XE4OfxFlOIFdnsp2rkSy7eXufUvfgqOz/CpBTInnmB6+Cns9SyJcoFSRmElriMXnwb+8KFt5INB7mFIfr7I5JMttq8miG0eI6bFaXTbGAmTsKvQcVuU3RppO8CpKihIRqd1TDPEdgIWFkxsJySVMYmkdBJxg1pHcufNNpmJERIzKeq7KrajoesKyak8TrtN3LFwWxYyPUKnXqT72iXUco3m5WsEltXP9zLo4YWqomoavucBA/cM8t3D6v3By8H3vvZc4AZBX7IYQK/ZY+vSGumFaSreBLtXqyRGc7iVLWzLJjUcxXN1eqUydqGFksiABBMNz/dxbt2hs7qF8JyBy0X0E47dZ72HBjLv1f0+UjxoOR92zGHH3r/sd8sl946/PzHkcDXOYb/5S7c9xC203w3zYBrjvWnl+2be4mPLgB/vfoPH08/wuHyRkaSJXugSSo+69QZap8ems8xa9TqWV8cKuoQiBAaLqTBwvw2u7/CsPP96IQBV0xnOHmM6e5Ybd5aZjBjs+B3iqQnCaojWhnQ8wic+9Ru89WfXWO9dZ1vZoNTd4NZXXuXfCeMcizzPm5sF8tlxEr0ikXSGIS3Fbc1BPzfLqDJGon2bu1feoNtt0Bx5guZElHLpMnr8E2wGXQJVRVoOGTfL1NuCXCuLyHcILJ1YOoPaCfGWd4ikdbToMBMjPq23b7JQGOJ69fvEHv0o3778h1R3rjL9ud+hWr1L6dU3GJ44i5pP0rr+Kr2vFJn++G9g2T0Uz8JfW0Pk0rRefRW/XcSrl4iNDdHZ2ODYX/8UbnuLrJOkdLuL60VAuiiaRrdrgbe3UPzeoyrvPbNiYPyEiuTJz86SGBUkyx7mjIc77DOTG8L1CxQ3ExQCMFtF/F4TJT9E9oljtKPH6OWPEfbaDC9OkNmepPKSS1jdQml10SdGaZbayK4NQiXo+lRrMV6aCpgcTrJTKLH5kxv462uY+TxPfOJxnpqLUfBK3KwI6iWVRv0O7Y032frOy+/ZRj4Q5I5jYF9a5IZep9UF1dtFVzRmhpJUdz26XpxSqk407tMK2qRVnaiWZCYnaSstatUQNSk4Np7A63i0LQs1DMkMx/HTgmSqQ0fouK6JmY6SVHVqNR/TiNO5u4HtqiT1Mex31nDeuIpVKSJkP+/6npUnhEAGIa7rDQrdnxG6F9jbWy4vHFiUQkq0PXfF4IGXe2kB5MDCEyrTv/oJtMcWqQQe1noXc9tAC1OYgY6p68iOzfj4GI5mUu5ahG2XYLeJv7RDZ3UHLwhQFFCRhCgIEaIJgaHqOL6Pv6+a7/vg997fO4f6QYv4oOX9l5H1w9wre6OEhy6Qve//997fK5HZwWvYs8h0XSMWS+C4Lo5lsbeG7L3zCQhkgBAKVtjltfpL3O0tkQ+m2W2tYQcdLL9HGHgM7uD9pG77OvS99/A9ruWvAl7og2VTWr9FwhzGiAwhOhJbBGijeV5ZW+fp+QsEN1Ocmv0Em+EGbhNy0TilQpN/9o3/kdPnbnOM8+zerOLcuMNsLsaQhOZKg/honDt0UV94mkj3DrVvvc760Kv06i3sXovImoOWnyb/xCewLzVYq61yN5cjN6aTrF1COX6OxlaB3FiK1pUb9MYdhk8OYV13cEmxrbVIfeQ53KlJ1JtJJszH8GsNJqafIlbSOPfY3+TGne/Tjc1y8ld+k3JrlURoEHYCHn/6P2R71KGw8SbuzhbxXB7bSLP79nXMZoPTL5xhfGqCkymTG2sbhD0Puwv2tocmBL4QSMJBbKpP7Mo9OZLAUFWSpk2kYmM0H2V75bPU7R7uqEWPLYjVSNfauLpK17ZI5g3yT8yyzAJ+1SC0LQrdkFFHZWEoRaBqpJ58lPJaDTWWxHdVgq6H9ALWSiuYjSEqXo+tN9/GWlslOhThzMfOcvrZNGuXX+biDw3WX7lNc3sDv1Mj8IN7LqSH4QNB7po0iXRncE2wqj1ScR2nZ+OnIuRyEVZq2wSWjxV6ZOIRuprAqarsFjpoeZep0QhNF9RIgGbouKFOfQs27lbRkhFMRdI2u2TjBkZawS66ZHIj+I6OFo3Re+02TjWkfeUGYbMBA1fMA+l2lf5iuNIPBi6OcLA83oPuAk3TEKqK57r3/ML7XQjQp4g+sYEmIsTCOHXbQ1HyeIpJ6Pms/WQNp7CLU+2gEBKfGSN/7jih1Ki8eQOr3sYPJSohCoNzKZIgFGiJBK7rghCoQuAf8IvvJ8ODBP8u98cAhylhDlO5HCZB3E/y+/ff09fv1aEiHtx+yLkfVqZ3lQuB7wX4fjhI5cy9WMm7A7/hYPQVUHDWKRTX+knd7rlW9uYuvJvQ30+EoUexeIX5uMaQOsls8jFEJsWPd7+BNBVKpkP39puMJxYwjQRVawtPCdBjUWZmHmV35TJ3166TPj+O1u2RnkzhhCrXyjdoiAhaLIszNk31Zpfh9hyLyhly6wGqlmVTetR++mPmP/IbuH4C0fGRNZUby1/j+IsRTk4NcXu7TnJoEmdpjZgZp3H5ZUbyi3iOgdsLKGZqTJw4y/aV12nvbjI+eZp6ZY3piaeYOvVr2K0mETPDo+e+SKWyTtwYpblxG8frECpRIm6IrHaIN2OMjU5T3d0hHtdpF1oUL9W4VFwjFXWYOG7S8TxKLQs/8HGRqKpAhPfb4p6keS9Okp2Ks/DsBLGhKk5vlXb8JbzEOaxUQKhGUFyLrOLS3qmgCJfHn0witA1qxhRuL0HrJ9cJrt/l1ItTiJN5Ln7vTZ49N8bYlx7Dnz/J1v/0bYRrE3RrXP/e9ziVzmM8uYD0bRp3t0hGTa7+qx/w0v+jit308QMPGd6fSbvXMb0XPhDkTqhg2T1cT2EsliZuQNNSqHS6KEGb45kRin4DP/SZTAxhOjna1i6rWxVSgY8tbIbzOpmYSi4dYWdZp92ArFDwZMD6DYsgahMZ9/F8i1Q8jZ7w2F5toSYmiE2kCZpdiEJoKCiBjuKHSPoEGXJffaJpGoZp4DpOXxVzz1nX/xiEITIIHgywMiCiQQBQhpIgDFEEbH7r20zsNsksPEJTy6IRUnjlHezCLjIMEChIRdBY2qZzpwCaQiB9FEk/r/te3ncJMpAYmolreTDwASvigNZ9r8r3WcLvFejcv+2hgVZxP/nSYSS/n9T3zzzdL1Hcq6+DHcZho4TDXEYPu5Zut31vQsrB17t/L0CG9xQt9wK3e+d+V628f9gr2/LK21TaJU6d+xhzC0+wiU3HsfB6HSKqzpbq0rI8vFYTS9hIRcVqBozFJxgdTZM7NkYsNk1y+jyeWmAyUaWejLPlCdy1OvZGnLlHf4W5mzucMUOydZ2Gv41vrVHqrEH3NcLyFrnoLJkLL7BZr2D/dJn8bz7NxNAIbhcc3aZqmiSSI9ilHQJVRc8nCZQssuCw+d2voEVUbLeK124R06LIVIy6s8Ho0DRmLEuENN1EyNjUY7hKj5JVorm6wkhkGkfZoraygZvqkBybIWnoWO0a0oYgl8GyPJq1GoYb0g36z8VBqzccjLD36vbci5PML8Zxum3WWh7tkQKmqtPtjGF4ks3XV9FDH2fDxxyPs5C2Ee1r3L5SRs7+G6iPn4d2nR0d1HPn0d5Z4va3LjL6n3+W4LFhcpeKaCtb7NRLNAq73PiTf4nzLxzsag08j7rca4N999G9tg/vdgM/BB8IchdSwW/FqQa75DMJOl0TR0jm5zTWig3cQBAJdDJTktxMifiNeYa9JENjNcR0g7oVYBgqih9h7W0V1zJJEhJ6IeNDkl69TrHoc3yqxcxUyK6lUDJj6Ccn6EZy2FaLqGcAPkYijQgihFvb1LZu9BuBovYrOAjxAx+/59+vbOXh6g7JPvIYvO8pJ0LRX0lJUVW2L74Mb70Kuo4IBb5nE0gfFRDqgIhDCYoYBEjD/qowQgFUkBDIEFWoyNDruxuCAKGpfV3+YKUkVVUfyPR4GA6z7h8mRZSDa+kfKu61OCEePM9hbpP9wdg9mebBtVJVVX2AiB9WpoPX80AZw/Ceu+S9XED9+yU/UJb5e2HPPRT4HpXCGq9Vtrl1+QeMfORZwq4klpiivnsX244y9tQzXHrrX+GJDtJ3MJIKFWuTufg4Sk9nYqrD5OIWl19qMn5imJy4zes/W2b9RhUl6vDkhdMMR1NkkgtgGjTKu/zK+KfYOF2jYm/gFlcxTYO50cfZ2vwht9+4wZb4Ux759Kfx15boWJLYmcfxIzl2lt9i+qOfRwzlGA6GKFx6GTWVpl1bR9c14tOz7LSXqVU20QOBUFKoMoU5P8tO4SqZcydpJ0zqry8zmpvlePIs285rFFp3MFUTOTFF0NtCbRUwsyk83aLZk8QiJpbRQzV1NKEN1GPh/UV0AIQySDbnk80FZGUTpeGTVKLU2ik21SHCjTIrP9zG7PjonosWGjzzkSGW3tpAKnHM1eucXXiVzakx/OdyJHyXZsTnmd//DJf/u++y+o/+FWZ+jM6lV3FWNrF7DYQMqa2u37+vB++0PHDff06Iv6zB/yIghGgDt9/vcnzAkAcq73chPmA4qpMHcVQf78aHrU5mpZTDh+34QFjuwG0p5ZPvdyE+SBBCXDyqkwdxVCcP4qg+3o2jOrmPQ+doHeEIRzjCEf7/G0fkfoQjHOEIv4T4oJD7P36/C/ABxFGdvBtHdfIgjurj3TiqkwE+EAHVIxzhCEc4wr9efFAs9yMc4QhHOMK/RhyR+xGOcIQj/BLifSd3IcTnhBC3hRDLQoj/4v0uzy8CQohpIcSPhBA3hBDXhRD/8WB7TgjxPSHE0uA9O9guhBD/aFBHV4QQj7+/V/BXByGEKoS4JIT41uD7nBDi9cG1f1kIYQy2m4Pvy4P9x97Xgv8VQQiREUL8sRDilhDiphDiuQ9zOxFC/G8Hz8w1IcS/FEJEPuxt5GF4X8ldCKEC/0/g88AZ4HeFEGfezzL9guAD/6mU8gzwLPD7g+v+L4AfSCkXgR8MvkO/fhYHr78H/MEvvsi/MPzHwM193/8r4B9IKReAOvB3B9v/LlAfbP8Hg+N+GfEPgT+XUp4CztOvmw9lOxFCTAL/EfCklPIR+hk4/iZHbeRwHJZz4xf1Ap4Dvrvv+98H/v77Wab3qR6+AXya/izd8cG2cfqTuwD+B+B39x1/77hfphcwRZ+sPgF8i34qjQqgHWwvwHeB5waftcFx4v2+hn/N9ZEGVg9e14e1nQCTwCaQG9zzbwGf/TC3kfd6vd9umb2btYetwbYPDQZDxQvA68ColHJ3sKsAjA4+f1jq6b8F/jO4lxJ9CGhIKfcyF++/7nt1MtjfHBz/y4Q5oAz804Gr6v8jhIjzIW0nUspt4L8GNoBd+vf8LT7cbeSheL/J/UMNIUQC+BPgP5FStvbvk31z40OjUxVCfBEoSSnfer/L8gGCBjwO/IGU8gLQ5b4LBvhwtZNBbOFL9Du9CSAOfO59LdQHGO83uW8D0/u+Tw22/dJDCKHTJ/Y/lFJ+dbC5KIQYH+wfB0qD7R+GenoB+HUhxBrwR/RdM/8QyAgh9nIg7b/ue3Uy2J8Gqr/IAv8CsAVsSSlfH3z/Y/pk/2FtJ58CVqWUZSmlB3yVfrv5MLeRh+L9Jvc3gcVBtNugHxz50/e5TH/lEP08tf8EuCml/G/27fpT4PcGn3+Pvi9+b/u/OVBDPAs09w3Lfykgpfz7UsopKeUx+u3gh1LKvw38CPjtwWEH62Svrn57cPwvlQUrpSwAm0KIk4NNnwRu8OFtJxvAs0KI2OAZ2quPD20beU+8305/4FeBO8Bd4P/wfpfnF3TNH6E/lL4CvDN4/Sp9f+APgCXg+0BucLygryq6C1ylrxZ436/jr7B+fgX41uDzPPAGsAz8K8AcbI8Mvi8P9s+/3+X+K6qLx4CLg7bydSD7YW4nwP8ZuAVcA/45YH7Y28jDXkfpB45whCMc4ZcQ77db5ghHOMIRjvBXgCNyP8IRjnCEX0IckfsRjnCEI/wS4ojcj3CEIxzhlxBH5H6EIxzhCL+EOCL3IxzhCEf4JcQRuR/hCEc4wi8h/n+JswCJUI93wgAAAABJRU5ErkJggg==\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.imshow(image2)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 29,
|
|
"id": "7b3beafd",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# empty image\n",
|
|
"image_template = np.zeros(image.shape,np.uint8)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 30,
|
|
"id": "649438f3",
|
|
"metadata": {
|
|
"scrolled": true
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<matplotlib.image.AxesImage at 0x1d188bbee60>"
|
|
]
|
|
},
|
|
"execution_count": 30,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": "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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.imshow(image_template)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "3c9b56ab",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Конвертация цветовых моделей"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 31,
|
|
"id": "ddf46c8d",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"array([0, 0, 0], dtype=uint8)"
|
|
]
|
|
},
|
|
"execution_count": 31,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"image_template[0,0]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 32,
|
|
"id": "90601bc7",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"image_gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY) "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 33,
|
|
"id": "4254803d",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"40"
|
|
]
|
|
},
|
|
"execution_count": 33,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"image_gray[0,0]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 34,
|
|
"id": "abb0a164",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(572, 974)"
|
|
]
|
|
},
|
|
"execution_count": 34,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"image_gray.shape"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 35,
|
|
"id": "f282c88e",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"image_hsv = cv2.cvtColor(image, cv2.COLOR_BGR2HSV) "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 36,
|
|
"id": "d37c08b1",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(572, 974, 3)"
|
|
]
|
|
},
|
|
"execution_count": 36,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"image_hsv.shape"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 37,
|
|
"id": "ae9ef2ca",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"array([117, 143, 75], dtype=uint8)"
|
|
]
|
|
},
|
|
"execution_count": 37,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"image_hsv[0,0]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 38,
|
|
"id": "d8cdda21",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"array([75, 37, 33], dtype=uint8)"
|
|
]
|
|
},
|
|
"execution_count": 38,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"image[0,0]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 39,
|
|
"id": "73fdb374",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"image_lab = cv2.cvtColor(image, cv2.COLOR_BGR2Lab)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 40,
|
|
"id": "0ed9c8e4",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"array([ 42, 139, 104], dtype=uint8)"
|
|
]
|
|
},
|
|
"execution_count": 40,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"image_lab[0,0]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "e0d7f4f0",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Пороговая фильтрация"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 67,
|
|
"id": "0b6d5e3f",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"_,thresh1 = cv2.threshold(image_gray,200,255,cv2.THRESH_BINARY)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 68,
|
|
"id": "6e84b905",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<matplotlib.image.AxesImage at 0x1d199a491b0>"
|
|
]
|
|
},
|
|
"execution_count": 68,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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OssYaa93VfD4fDYVClBBCT5w4QTmOoxqNhj799NP0oYceorIsd7yPrOFCJbvK9NwZDEZNtFotEomEOombSqVYbHybsdvt2NraqhXZxPTcGQxG8yj1TymlSCaTzLDvASsrK1UNe09PT9XPM+POYOxjOI6DzWbbs/1ZrVYWMdMl1Cpczow7g7GP2evSdtlsVo2iYbQXjuNgsVia/3zrusJgMPYaSmnZikvtYnNzE4QQOJ3OPdvnQYYQAo1GU/ZpSHGBNQsz7gwGo26y2Sw2Nja6RrCO47ia0ggWi6VkBNwpOYWd+9Xr9bj//vvh8/lK1qWUIpFIVK2eVQ0WLcNgMPYtPp8Poijizp07FddR6qhGo1EA2wbW7XZjfn5+TyeGdTod+vr6sLa2hpmZ4txOQoiq2LmzT+WWFcCiZRgMxsFCkiR4vd4iw+7z+WAymYpGutFoVDXsyufW1tbKJmi1k3g8jvfff79sVrHb7YbP5yuZHJdlGYIgNLU/ZtwZDMa+JJVK4eLFi0XL4vE4fD5fRTcGIQSDg4MwGAwAgPPnz++pi0YZne9kfn4e8Xi8SAtIr9eD5/my/asnS5gZdwaD0VWIogiPxwNg24XS398PQohaUjAcDlcsL7mxsYHe3t6K4ZqEEJjNZrjdbpw7dw5Xr15tuth4M+RyOUQiEdU1pKDRaLCxsVG0rizLiMfjZSdVOY7DmTNnqu6LGXcGg9FVKKUAeZ7HU089pRo9pSLV+vo6KKVFcscKlFJcunSposAZIQRXr17F0tIS3n33XWSzWRw9erR9B1MGq9UKnU6HlZUVdfSt1WpLRuirq8VlNHieV1006XS6qMRiWerRfml3Q+f1GVhjjbUuaoIg0DNnzlBJksq+L4oitVgsTW3b7/err/v7+4u2Y7VaqSiKbTsuWZap0WhU92m322k+oKRm02q11GAw7FzOtGUYDEZ3YrPZsLGxAaPRiFgs1vbSf7IsI5lMwuFwYH19HcBPyxOKoohMJgObzYZEItHyBDGXy4XV1VV4PB7Mzc2VPGHIsgyz2VxS/7YKLFqGwWB0J5ubm8jlcojH43uiF59MJlUBtEAgUBRmqBQLX1lZQTweRzAYrLKlxllcXEQmk8HGxkbZCdFkMlnWsO+MmKkngoYZdwaDsecQQnDmzBlwHKcKke2l0iSlFGtra0gkElX3OTU1VfG9ZpAkCYIgIBqNore3Fx/5yEdqRusQQuDxeNT1vF5vXWGczLgzGIw9RYlYGRsbQy6XQygUwujoKBwOBwCU1VOxWCwtEyzTarWQZRk2m00teLHTwO5G06UaQ0NDCAQCIIQgk8lgcXERVqsVFoulopFXJAqUZKy5uTlMTU3VHL0z485gMPacTCaDTCYDvV6PRCKBq1evqv7vcq6ZQuO2W8xmMwKBAObn5zE7O4tcLlcyEm6He0iSJMzNzWFiYkJdduvWLaysrECWZTzyyCMl1ZU4joPL5cL4+LgaNRQIBBAKhTAyMlJ9h52OlGHRMqyxdrgbIYRqNBp68uTJouVGo7HiZwojXhppsizTZ599lgaDQWoymajJZFLf0+l0lOO4th2n3W6nPT09NBwOUwC0r6+ParVa9f2d+yaEUL1eX7RMp9NRm81WGGFTMVqGjdwZDEbH0Ov1qrLlu+++W/ReNTfM6uqq6sZphGQyiW984xvIZDJq4e/C/SnZo3a7veXJTSsrK5iamkI2mwUhBOl0umgfuVyuaH1CSMmEbjwex9raWl1zE8y4MxiMPUHxtRf6incmInEch4GBAQBQ3TQKWq0WOp0OFosFiUSiJMmnGoVul0wmg7W1tRKfdTQaVd0xKysravWpVmI2m7G2tgYAMJlMVW8glFIsLS2V9LPeSecDZ9wdDkfTQjsMBqN9EEJgNBpVvZTz58/j2LFjMBgMMJvNALaNX6WJRY1Gg2QyqY62d450d+L1elVbsFOimOO4+sIJ8z7vVhGJRLC5uQlKKd577z2srKyAEFLWyPt8PnzoQx9COBxWlw0MDNTfn07721vtcxcEoeM+RNZYY61643mefvjDH6Ycx1FCCOV5ngLbGaJHjhyp+Dm3293QfoLBIDUajdTj8TTd11ZlrIqiWNKPwcFBKggCdTgcZdevY98H2+duMpnU0KV2Z7ftBp7nWf1JxqHFarUiGAzizJkzyOVy+N73vodcLgdKqeoOiUajSKfTFbehuDR2YjAY4HA4oNPpipZPTU2hr6+vSG2xUar1p9HtzM/PFy27deuW6oMvt361fdcqkM3kB/YQg8EASmnViuYMxkFFkiTwPI9EIgGDwYB4PF7WteJ2u8uKYik1RQkhRcbaaDSCUop0Oo1MJlM1jFEQhK4cAGo0mmbLJTL5gW4gFosxw844dCi+bbfbjUQiAY7jMDIyUjZuXZIkOBwOaLXaksIVfX198Hq9JaPwZDKJRCJRl2FvV3JSMxTKGDdq2EVRrBn3z4w7g8FoK4UTgJIkIZfL4fLly2VT6FOpFK5duwar1VoSFTI+Po4bN25Ar9eXfCabzcLlcqnuDavVCmD7hqIkBmUyGSwvL7f02JrBarWqT/GKjHEtNBpNSdikUnCkEjWNOyEkSAj5HiHkKiHkPULIF/LLbYSQ7xJCbuT/WvPLCSHkjwkh44SQS4SQU3X1vsU4nc6Kgv4A1DvmXqFEAzAYh43Z2VkAQCKRgEajgSRJ2NjYwLVr18qur8S9F5bGUyCEwG63w+/3l7w3Nzen3hDS6TQCgQAWFhbq9plrNJqmYucbZW1tDbFYDMC2q7bwaaJcpBAhBISQoqcSl8uFRx99tOp+6hm5ZwD8OqV0CMBZAL9CCBkC8EUAL1NK7wLwcv5/AHgCwF359jyAL9exj5azvLxctoKJws4Cte2mG+Y2GIxOcfLkSXAcV1McTBAEWK1WWK1W1TfOcRw++tGPwmazIRgMQpKkIkOnlJwrTN2PxWJVf+MWi6WkSMfW1tauJl4bRZZlZLPZonj+EydOlMT+WywW/MzP/Ix6zHa7HY899hh+8IMfVN9BE2GL/wjgMQBjALz5ZV4AY/nXXwHwbMH66npMfoA11g5PEwSBajQaCmyHPtZTXMPj8dBAIEAHBgbUZYQQ6nA4qCzLVJblkn38wi/8AnW73TQUCtXdt8LwSwDU5/Pt+fnRarVFYZ9+v58SQsoW79DpdEWFS+x2Oz19+jRFlVDIRg17GMAkABOA9YLlRPkfwIsAHix472UAo2W29TyAC/lW14kQRZH29PQUxbryPE8/9alPtVUTgjXWWGu8iaJYoo3C8zz1er0Nb8vtdlO32011Ol3Je4FAgBJCKtqAnX0o1wo/a7PZqMFg2FVsfLXG83zJzUSv16t9CAaDJZ/RaDTqjVJpeY2a3Rt3AAYAFwH8TP7/9R3vrzVi3BsdubvdbvrAAw/QU6dO0aNHjxa95/V66y5VVemL3TkiYI011lrTRFGkdrud8jxPnU5nQ58TBIESQqjValWXezyeouQenufpiRMnqM1mK5vEaLPZGuqvkli1l+fo6NGjRU8S5RKedra86NnujDsAEcB3APzHcu4W7HO3jCAI1Gw2d7QPrLF2UNvJkyepw+GgHo+H2mw26vF4qMvlokePHq36xG0wGEpGq9VaOBwuO7LfD62ZzPp8VmvzGapkO7bozwC8Tyn9w4K3vgngufzr57Dti1eW/3w+auYsgA1K6Vyt/RRiNpthMpnKvicIQkXtCb1eD7vdDgBVI2V2opS9YjAYrWdmZgbRaBSrq6uw2WzQaDRYX1/H+Ph4VX2YVCqlxn/rdLqaoX+zs7MN1TxVJi53TmDufL+VVLJfzSRW1QrrrCda5gEAPwfgQ4SQd/LtSQC/B+AxQsgNAI/m/weAbwG4BWAcwP8D4H9rtNMOhwMPPfQQtFqtGq+qYDAYKgr+bG5uqrPdheFFw8PDZUOnGIxqhEKhonR2QgiTj2gCJXItm81iY2NDjZjheb5i6CHP8zh9+jQIIeA4DplMpmaiTyqVUl87HI6K39fg4CCCwaAqUnbixAk4nc6S9dqR8GQymdTaqRzH1SyxV207/f39VdfpWvkBjUaDbDaL++67Dz/+8Y/Lfq7eVGJJkiCKIssOZTSE0WhUMx+B7WtSGXUyGkcpSp1Op3Hq1ClMT09jfX29rNEmhKC3t7eoWLQSG14PigHd+X3p9Xr09vZiZmZG1anZRep/w5jNZiSTSaRSKRgMBuRyuYaOS0FRtUylUhXlB7rWuNeDx+MpEeLheX5PKqjXYqdhYDAYnUUQBJw/fx63b9+GKIoYGxvrWP6J0WhELpfD1taWKhxGCKkpY1yG/a8tozy+GI1GmM1mnD59usSwA9sumGq43W74fL629LGQTCbTzBfFYBxKFJ33dpLJZHDhwgXMz89jamqqrBJju5EkCeFwGNFoFJubm3A6neA4DhqNpuVZ7PvGuDscDoiiCIvFgrvvvrtiFZZTp05VlcJ0Op1tN7qCINS8CxuNxo5cXAxGN6JI/wLbGZiKW6WR30g9N4f19XVsbm5ic3MTbrd7T3+Doiiiv7+/yD7Nz8+rI/idcsbl+qYsEwShRN64hEYzVNvRUCXcRxTFoiKyAKrGoH74wx+m//7f//uK7+9F/KogCDVDsoxG457H0rLG2n5ohb8LJWuz1md4nqejo6N1rW+xWKjBYKCSJHU8v8Xr9VKO42ggEChartVqqcvlKrEjXq+X8jxPBUFQsngrhkJ2vc/darVCr9c3rJ529uxZvPfee4jH49jY2KgqHkQI6ZjvjcFglCcYDMLpdOLtt98u+X0aDIaSiUi/34/Nzc26J7yVp4O9mkzdiV6vRyKRKPuEHwqFsLa2VlTAu5ACPfz963NfW1vD9PS06papxdbWFoaGhuD3+7G4uIhz587hQx/6UNXPfPSjH63oh6/56MNgMNrC7Owsrly5AkopwuEwfD4fAoEAjh8/jsHBwZL14/F4Q5FMW1tbVQ17O3/7hBCIoljRdXvnzp2Khl2n08Hj8dR0L3f9yF2hkSgYQgh8Pp+qCud0OjE6OgqdToe3334by8vLRSfObDbjySefxO3bt/HOO+8UfeF2u31PleIYDEYpR44cUZ/iX331VQDFIYzKa0UdUhCEiiX5rFYr0ul0zRDEvfztB4NBTE1Nlex/a2urVgj3/h25KzQS3kgpLZL7zOVy0Ol0+NznPod77723pMLLxsYGvv/978Pj8RQlQgBghp3B6DAWiwUf+tCHEIlE8PrrrwMAnnrqqaIEKKPRCJfLhVOnTiEajVY07MC2N8BisYDjuLLJSwrt+O0LgoCenh6Ew2F1cpTjOMzNzZVk1a+srOwqN2ffjNwbRZIk3H333VhZWcHx48dx4cIFxGIxNa50J0paMAthZDC6D5PJhIGBAUxOTmJtbQ1arVZ9+vb7/Zibm8Po6CgWFxdx586dmnNoSmSNKIo4d+4cvve97yGVSqlZre3MTzEajchkMupAUpIkHDt2DJlMBpcuXar4OeU4d9iniiP3jkfKtEs4TJZlVS1yp4pkpWaz2fat8BBrjTWO4zouE22z2Treh/3UNBoNDYfD1OFw0KGhIVVsKy99W3Rea0XMGAwGVQrY6/WqWvMOh6NIUrydTa/XU4PBsNvtNC8ctl9QNCgUksmkWnZrbGysrm14PB6cOtWRqoCMPUar1dYUomo38Xj8UEVpcRy3q0SdTCaDtbU1RKNRnDlzRnXLTExMFK2XSCQAoMT9Wkhhsfq5uTl1IjYajWJpaanpPjbC5uZmXdIDHMeVxLzXUyD7wLhl3G43tFptyRfdCEqmWCPKcozDBcdxzG3XJIQQaLVabG1ttfUcKq4VWZZhMBiwsbHR8nDHchOg7SIcDmN1dbUoCITneYiiiK2trf0/oVqLhYWFXRl2YHvilRl2RjkkSYJOp8Pw8DD0en2nu7MvMZlMsNlsLS1OTwgpeRrQ6/UYGBjA5uYmFhYWVBnwVtJqwy7LMnQ6neqBKPRCpNNpyLIMl8sFYDu6z+Fw1DyPB8a4t5pmpDiZnMDBhVIKjUaD2dnZlqmLer3eQyUhTClFOp0uqwnVDKIowul0lri2YrEYrl69CmBbjqRQWbJbcblcqgRyT08PhoaG1PdmZmYQi8W2s04Jwf333490Ol3z2jlUxl2v14MQggcffLCiJjywHQd77ty5ho21x+M5VD/Ww0Q6ncbq6mrNAgmNsLCw0BUKpntFJBLBwsJCSbhxs6TTaSwuLlZM9hEEAdevX6+and5JTCaTWpRoampKLWiysLBQkpEfCoVUHfxYLIYzZ87UdDUdKuOuZLhev369qs9vfX0d3//+9xue7JqbmztUP1bG7jhsvnue51XXQrsJh8MIh8NdPWEdiURKbkyEEAiCUJJpOzY2hkgkAovFAqfTiampKdx3331Vt39gJlQZhw+e52Gz2fYsuqEQp9OJaDSKra2tsnUFGOWx2WxIJBLqaLrV8eQmkwmEEMTjcVitVnAct6+/G0mSIEmSGlUjyzL0ej2MRiMWFhYOx4Qq4/DhdDqrZiK2k6WlJfWxeDeZjF6vt6qL8KChiPidOHECgUCgLr2oWgSDQfV1JBJR97G4uLir70YUxY5qSwWDwSKdd57nodFoYLPZcOfOnZpPQcy45xFFER6Pp9PdYOQJBoM15zxWV1e7otLVbny6c3Nz6jEoYlKNUK1gfDeSzWbh9Xqxvr6OUCgErVbb9LYsFgskSaoaubKb76a3t7dqrHy7mZqaQiQSUaVUJEmC1+tV1SwnJyerfp65ZRiMLkEpRrO8vFy3r1ipydkp2dpm4DgOH/7whzE1NYUrV640vR1RFJHNZts2d7GXtVWroSR/5XI5bGxsAAB8Ph+WlpaQTqcrumUOz/Mgg9ElKCPtnUYpnU4jk8lAkiQkk8m6tqX82JthF3U7d0Uul8O//Mu/ANhdzeN2R8G0yrArsevNHqder0cqlSoKwfX5fDUjt/bP89w+QBAEaLXalvgRGQcXvV5f0Ze7trZWt2HfLTqdDgaDoanwXaPR2JK5AofDsa/cSs2gPJE1i1JvVYHneVy4cKHmzeJgn9UmEEWxbCGAevjsZz+Lr371q/jsZz/b2k4xDhTRaLQuTZF2s7m5iUgkArfb3dTnd5Opqxj0hYWFPXly6GSCYSqVaql8sNvtxvDwMD73uc9VXe9Q+9yNRiMsFkvRhIzT6UQwGMRbb73V8PZ4nlcfcw9bDDPjcKFotzQj18FxHNxuN+bm5jAyMoKZmZm2hrNKkgSz2dz0PoxGI6LRaIt7tTvMZjMIIVhfX2ehkOUoV3F8eXkZ77zzTlPby2azTA+eURNCCLxeb93ri6JYUsihHUiSVFQAoxrZbBbxeLwpnZhcLoe5uTkA24qOq6urDW+jEVKplGrYrVZrXeGNgiCoCrGKz7xSKc5OsLW1tXv5AUKIhhDyE0LIu4SQ9wgh/yW/vJcQ8gYhZJwQ8r8IIVJ+uZz/fzz/frgVB9MOypXaopQy48xoK5RSLCws1L3+TiGpdpFKpRo2tLuV21hfX9/TrO5oNKrGh7vdbjX9fyeZTAYbGxvQ6XSIRCLI5XJIJpN48MEH96yv1UgmkzVzPOq5YpIAPkQpPQlgBMBHCCFnAfw+gC9RSvsBrAH4xfz6vwhgLb/8S/n1GIyOIIpiW1QBd0sjA4hkMqlqlLcavV5fFMvd6MDmzp07re5S3UiS1PB8QS6XU10smUxGnajs6+srWXdyclItiWcymbC1tdXShLPdxPgDdXxXDVZM0gF4C8AZAMsAhPzy+wF8J//6OwDuz78W8uuRva7ExFr3N41GQ81mc1v3Icsy9fv9HT/Wes5Fp/uwH/u8mz74/X5qsVio3W6nXq+37DqCIFCdTkcDgYBa3alVlZrsdjt1u927rca1u0pMhBCeEPIOgEUA3wVwE8A6pVRJD5wG4M+/9gOYAoD8+xsASoZOhJDnCSEXCCEX6ulDuxEEoWgEo9frm44GKEyHZlQmlUq1NWrEarUil8sVFUtvF2azGV6vFwaDAZIkQavV1u2/BlCzqs5uIITUVXWqUVGvdva5HrRaLUZGRpqaj1CqGw0NDcFqtWJubg7Dw8Po7+8HAAwNDSEcDiOTySAej2NmZgZ+/7aJa5Xkxfr6Oiil0Ov1OHnyZEu2WUSDI3cLgO8BeBDAeMHyIIAr+ddXAAQK3rsJwNHtI3dCCJUkSf2f53nK83zH+8Va402WZWo0GqkoijVraTbaBEGouE2e56kgCNTlclFJkqjJZGpo25IktaV+pyAIdHBwsK7z1unvzuVy1d2PkZERarVaK458nU5nzW04HA51fxzHUVEUqSiK9OzZs9Rqtbb02Hb2x2Aw0NOnT7dt5N5MMev/DOA3cYDcMiMjI/T06dNFxp21/dt4nqeiKLZsexqNhur1emqxWKjL5aKCINDTp0+XrGcymVQ3E8dxNa8nQsieFMgOBoMdPd82m62tvy2lUPbOFggE6vp8OBxWb36yLNPR0VHq8Xgoz/PU5/PVVXC71vfsdrurupA8Hk+z22/eLUMIcRJCLPnXWgCPAXgf2yP4T+RXew7AP+ZffzP/P/Lvv0K7IZi+CtevX8fs7GzRrL3VasVv/uZvwuVygeM4VoSjCTiOa+tkpiAIakih3+9XE1Wy2WxLU9MzmQxSqRS2trawtLSETCZTNqpEUSQEAEppVVEzQggGBgZgt9uh1+sRDofbdo21s9an3W6H1+tVXRbl0Gg0bf39OJ3OssvrjfyZmJhQRbiSySQuXLiA+fl5ZLNZzM7OYmtra1e68KIoQpKkqnIG7SjdWDOJiRByAsDXAPDYjq75G0rp/00I6QPwdQA2AG8D+FlKaZIQogHwlwDuAbAK4NOU0ls19tFVxp8QglAoBFmWEQwGkUqlMD4+jtnZ2aa2Z7PZsLW1hUQiAZPJtCs9kG5GFEXo9XrkcjnEYjHYbDb4/X68++67ne7anqPRaKDVarG2tgZCSEXjIAiCWsQilUo1FCLZDnieh06nqztpx2q1dkx2Gdi+uUiSpMbNt5PdFkevdB1otVpYrdZm7UvFJKZDnaFaCUIIPB4PzGYzEokEZmdnWzISJIRAr9d3Rep5K/H7/bBYLNDr9RgbG0Mmk0EikUAul6tq2JqlHdtsJy6XCxqNBnNzcyXXkd/v35MJX4VaBorjOGg0mrozTwuzNzmOg8lkKqkipNCO743jOOj1+rpuRna7HfF4vKmwUiXxrNkBnsPhgCRJWF1dLRrBcxyHnp4eUErVMnsNUtG4N+xzb0dDm32OzbbBwcG6fbcOh4OeP3++6jqyLB9Ivz4hhJrN5pZPXlZqii91r/bXyHkot5zjOOpyuUquJYPBsKeT9jzP08HBQWowGCquo9Vqm+pTMBikwWCw4sStKIptmSyu16/e6eul0r59Pp8679Jk/3YXCnlYaaS4rsFgqOlbtFgsFTPi9jOUUmxsbOzZaHp6ehoWiwXnzp3bk/3VA8dxCIVCZYuM5HI5LC4uFl1LRqMRPT090Gq1eyJqxXEcZFnGtWvXqj45KiGC5dDpdBgcHCybyDM3Nwe73Y6xsbGy/uN0Ot1yl5MoikUKmrXOYyPXp9frbUgiohaV9j07O6s+SbX8qaalWztgNOJfW19fx3e+852qqdS7LfvF2CYYDOLIkSMd9fXuJJfLYWFhAQMDA/jABz6AI0eOVJV+FgQBJ0+ehCRJDRl3WZZhtVob7l+9VZ42NzcrTgRTStUJ5Z1kMhlcvXoVlFJIktRw/5ohnU6rvydJkvDUU0/BbDarZel2g5K52skye7uF+dwZXQ/P86q+is1mw8rKClKpVKe7VRaO4yCKIgwGQ8tu5IUVgXZb+KFRPB4P4vE4IpFIx4p71EIQBLhcLiwuLra87KLdbt/19+h2u7G2ttaua5apQtYDIWTPRh072QvVv2ZQihj7fD61dmMltFptW7IWDQYDzGYzDAYD1tfXm/qR7NX5VQSmWmXYlUl4BUopstksRFFsqL6nIAiw2+0NZU/r9Xp1ok/Zd7cZdmD7qWF2drYt9XRb8T0uLCx0ZDDCjHsBHMd1LKX67rvv7sh+a5HL5SDLMnp6emoayGQy2ZS+dzU8Hg9+/dd/HUePHkUsFmv65tuKR/VOQCkta2AymUxDGuPZbBaRSKShmHe3241kMrmvIpMYP4W5ZdqAor/d09ODq1evdro7u0YQhLaMimpBCMHJkycxOzuLzc1NaDSaAz1n4XA4VHnZRs53K1wHO+F5Hm63G5lMBktLS8zAN8EeudCYW2Yvcblc0Ol0uH37dqe7smv8fj8cDkfZKCC9Xt82d4dSHOHy5ctYXFzE5ubmrg0Yx3G7qmXZDLIs1y3I1d/fj1/5lV/BkSNHGtpHq5+WjEYjJEnC7OwsFhcXmWFvElmWOyquxkbujKoopQhdLhcuXrxY9J6iBd6u9HaO4+ByuTA/P7/rbYXDYeRyOWi1WoyNjbWgd/XBcVxhPoeaIJfNZrG4uFi0rl6vh1arhVarbficKslJRqMRPM9XTCSqB5PJBJPJBLPZjPfee6/p7TD2BDZyZzSG1+uFRqNBNBrF2tpaUTyxAqXbFYUKdV1aSS6Xw/z8vCqhuxvu3LmDmZkZRCKRFvWuNgaDAU6nsygEcWhoCOl0uqzx3dzcxPLycsMZq8pNENiuNLQbw664FGdmZhoqxGGxWOqSFT6MtPK3MTIyUrcODRu5M8ry8MMPY3JyEolEAvPz82WjJLRaLTKZDDKZTFsf3UVRBM/zVYWXuhG9Xo+tra0in2u5FHyTyVR009krSYJacgAWiwXpdFqN+WY0DiEETqcTGxsbZQdIjeJwOBCPxwtdcWzkzmiMV199FQ6HA8lksmL4WyKRQDqdbrtPNp1O7zvDDmyPxHdOppU7VztHdvUYdo7jaj7NVBsxKqqU1dbZ2NjoKsOu1+v3JJu3lbhcLsTjcTz66KMt2d7y8nLdcyzMuLcQQRB2FSc/ODjYcDWcdkAIgUajweXLlztebUehlangwHbm4U5D4XQ6a8byt4NmVEJlWa56TnQ6XdXqPopLrRyCIGBoaKirZK6NRiOcTue+M+4LCwuIxWL413/917rWHxoaapl7ixn3FsLzfF0p3uUghCCRSHRFqF8oFMLjjz8OQkhDsdTtZGlpCbIst+zHXS7KZ2lpad88ISQSiao+8Xg8jnfeeadkeWES0/r6etlIKKW0XDs0xgshhCAQCACoXSw6Go1iYmKiK5Oo6oEQohbz9ng8ZdeRZRkcx7VONbbTipDdrArZiiaKolp812Qy0XA4XHY9jUZDjxw50vH+CoJAT5w4oZaos9vtZddzOBxUq9Xuad+sVmvLVRSVIt1ut7tuxU5RFOmJEyfo2bNnO/59teL7Lrec4zhqs9n2rB8Oh6Oh9Rv5vjrZtFptybFVUpolhJT8puooOVhRFZJNqO4BkiQhlUqB53lIkoREIoGRkRFMTEyoaoqEEAiC0NIKQo3icDiwublZUe9aiVopdCN4PB7wPL+nmuStRNGsqZQ05HA4sLKyovrKJUmCXq+HRqPB5ubmnkbfNIsgCMhms1XnRkwmE7xeL27dulVyDSourEb872azGfF4vKPXc7chCAJMJlNDmu1utxuUUoiiWOk3xiZUO4mi4pfNZlXDefv2bdjtdnDc9ldAKe34D2F5eRmJRAKPPPIIHnzwQQAocjMpj+s9PT3qskgkosZn70eUbFDl5ioIAo4cOaK6baLRaJFRzGQyiMVimJub2xeGHdgOyazkLnQ4HAC2fdpbW1tlb3LJZLKhSA+/34+jR492zXxNt5DNZht2uSwsLGBjY6O5wVOnXTL71S3DcVzXFYtoVQsGg/Q//If/QHmepy6Xq2YRZ1EUKz7e75cmSRK12WxUFEXa19dXz+NwVzWTyVT0SF/v97HXrjWlmc1majKZGv7cXhY32Setolum44Z9vxp3i8XSsR9Gu5ssy+o8Qb2NENJQVZxWNI7jqNlspoIg0GAwSC0WS8u23ejxV2vtqkJU2MLhsDqfQwihfr+/Y9dPu5rVaqU+n2/fDyRa3Fglplazvr7eVC3G/UAymSwpOKzVamG32yt+xu/3qy6mvUJxZel0OsiyDFEU4ff7AWz7KpuNXALQ0oLL9VYh4nm+6TC4iYkJTExMANj+rropPr1eakVCCYKARCLRERG7ZjCZTOpvolz1KoV2KZZW3iODUUAikah6M1teXt7zGGRKqZrQIUkSotGoqputCF7tzP7sdloR6rcjg7EEQggMBkPXhLkC2wVJ9Hp91VDgpaWlPezR7lES2GRZxrFjx8qGpgKt+c7LwaJlGC1BiUHvtjhxs9ncVJLQQYYQAqPRWPGmpxT2aHXNU0ZbYNEyjPaSTCa7zrADzWV/liMcDld1S+0nKKVVn2acTie2trYQDod35dpidBZm3LuM/VyQdz+i0WjqcidNT0+XLch9/PjxtmdytpJ6QlaVItnDw8NNFePuBDzP48yZM10hT9AtYcHMuHcZ3XJhHBa0Wm1dE8GZTKbEN8rzPB566KGuMCj1Us/gIRKJYHNzE6+++mrVicBuIpvN4o033mi7iF09hEKhrtDlYT53BqNJCCEIhUJqlMp+JhgMtq3oymFDFMW9TEjcvc+dEMITQt4mhLyY/7+XEPIGIWScEPK/CCFSfrmc/388/364JYfQpfA8v+chgIzugFJ6IAw7gI4adq/Xu2+eEOqh05nmCo1YpS8AeL/g/98H8CVKaT+ANQC/mF/+iwDW8su/lF/vwKLT6aDX65mBr4AkSejv71elkPfbj5gQcmAmUrsNQggeffRR3HvvvZ3uSkvpmmu8zgzSAICXAXwIwIsACIBlAEL+/fsBfCf/+jsA7s+/FvLrkYOWoVrYDAYDNRqNZd8TRZF6PJ6S5YSQmmn9B6XJsqymjXs8niLZBo/HU1Elr1vaQc1E3su2lwqTnWocx1G/3099Pt9e/rZ3naH6RwD+EwBlRskOYJ1SqqSKTQPw51/7AUwBQP79jfz6RRBCnieEXCCEXKizD11LLBarmBCSTqfLFni+99578e/+3b9reF8Gg6FoZMBxXNtqmLaKZDKpJnTMz88XTXrNz8+rj7Hd+vTTykxkQkjbMhK7mVaUmOt2crkcZmZm6k5K8ng8bQ2gqPlrIoQ8BWCRUnqxlTumlH6VUjpaaTKgW2iX0bx06RJefvnlhj9XKN3K87wq/N8NE+O7pdXVlrqVnaX3DgP7UQ6hEbRarep6rFRzeCeCIKC3t7dtfarHOfQAgI8SQp4EoAFgAvDfAFgIIUJ+dB4AoGhSzgAIApgmhAgAzAA6X16oCQgh8Pl8bdEqT6VSaqp8IxSOIrPZLGZnZ9V0cp7n93U25n7VhK8Hl8uF1dVVVTKY0XpkWQaltKnfVStodIC1tLTU1sprNUfulNLfopQGKKVhAJ8G8Aql9DMAvgfgE/nVngPwj/nX38z/j/z7r9B9OqyklHadwXn00UdLHuUopTAYDCCE7KuEmsOEKIpd7To7CBBCOnaOlWLxjZBMJnfl8qslMrcbJ+f/CeA/EkLGse1T/7P88j8DYM8v/48AvriLfXQ1VqsV4XC45dut5p6YmJgoUcUjhCCdTsNkMu2qQHe3srPw+H5z34iiCK1WC57nYbFYWBGLPK2OQtra2joUvn2Fmr/1Tmu57+doGZ7n2xLpUahXbTQa6YkTJ0rWCQaDHT/+vWqyLNP+/n71vOwnPW+Xy0WDwSA1m80HtrjL8PAwFQSBEkLomTNn1EiR0dFR+sQTT1BJkqgkSZTjODVyTBRFOjg42PJz4vf790UUGsdx1OVytWJbrFjHQWmSJFGPx0NNJhN1uVy0p6fnwBoN1vZHO3funBouqlSw8vl81GKxqDfi/v5+KkmSOhjS6XRUp9NRADQQCKihkoQQtfA1z/N0ZGSk48fXSAsEAiW/R0mSqNVqLVm32sDQbDbXWw2MGfdua8rI22Qy0f7+/oY+q9Pp6C/90i/RQCBQsfrRfqgMv9t2GI6xsImiSGVZpmazuSuPnRBCR0ZGKCGkxHBV669Go1HX9/v9RVWwXC4XPXLkyL4re7jzvDT6hC8IQr1PIKwSU6NwHNfWuGsl9j2TydScVJFlWfXTCoIAn8+HV199FTqdDvPz8+A4DjzPF/kwrVZrUSHrerHb7ftGmbKbFAv3IivRbDaD0u0CJc0cO8/zbZ1wpJTinXfeAaUUvb29RT7hahEsW1tb6mTkzMwM5ubm1MLdi4uLmJ+fh81ma1u/2w2lVD2+eiWUywnVNQoz7hXQ6XRFRm43P16O49Qfld/vh9lsxpEjRyBJEh5++GHY7XYIgoDR0dGiH4QkSfB4PBAEAcePHwfP88jlcohEIujp6YHT6cRf/MVf4Nlnn4Xf7y+qvrOwsIDJycmG+7qyslK1ik830S3FJDiOKzI+Xq+3LaqAmUwGmUwGx48fx9raGtxud0OfNxgM0Gg0Le8XsH3j6OnpgU6nw8DAACYnJ3elsaLExZ85cwZHjx7t2gS3QgghNW+6eyll0SUiCN3Hzlhkp9PZdF1Nk8mkhj3Nzs7C7/fj1q1b6O3thcPhwMjICB5++GF4PB5MTEwgEAhgZWUFx48fx/nz5/HGG29ga2sLer0evb29WFpawksvvYQzZ85Aq9Xi05/+NC5fvsxU/TpELpfD4uKi+n8r668WkkwmQSmFIAg4ffo0gO3yhsoIr1LEMc/zyGazDeVANKoSeffdd2Nrawter1eN6VeKt8iyjGQyWdc2bTYbotEo0uk0CCF4++23AQAf+MAHQAjB9PR03X3aayilcDqdWF9fr/hdFGarcxwHvV4Pnuexvr5e1z7MZjP0er1aRrJaQhyT/O0QgiBAEATo9XpotVqYzWasrKzA4XAgHo9jYmICfX19CIfDiMfjeP3119HX14fHHnsMf/d3f4d4PI5PfepTOH36NIaHh/G7v/u7+Na3vnUosx8rYbFY6v7RdCtKmUBZlhEOhzE2Ngaj0Qin04lcLgeXy4WJiQmMjIzgu9/9blmjolSRunixpUnmRVgsFjV7enNzU+3HBz7wAZjNZrzyyis1wxRlWcYHP/hBTExMoL+/H6+99hrS6TRyuRzMZjM2NzcPVKij1+vFwsJCQ+4XvV6PRCKBXC4Hv9+PmZmZipK/bOTeIZRH7L6+Pmg0Gly5cgWpVArz8/NFLpxsNot3330XXq8Xa2tr+Jd/+Rc4nU7MzMzA4XAgFAphamoKly5dOvSGfeePpV2Fh/eSwlH52bNnYTab8d577+HOnTvIZrO4c+cOnE4ngsEg7r33Xly4UCrVNDEx0ZSLrhF23kQ5jkMul8Prr79e9/eQTCbx4x//GOl0Gjdv3oQgCHjmmWdgMpnw4osvYnV1FQDKFj3XaDTIZrMdldv1+/2YnZ2tOGrfSSNPeIQQiKKIbDYLr9eLmZmZmgmW3e/IOoDo9XrVgMfjcdy8eVOdcBJFES+88AJsNhtEUcTKygokScKxY8ewuroKWZbx5JNP4oUXXkA0GsXCwgIWFxfx8MMP7wu/ZLsghKgGRaFandB29aGVCVbKYzuwPSH5V3/1V3jrrbeKJkUppar8RCUDbrPZ9ly2+NSpU+ocUb3Y7XZotVqk02l4PB584hOfwI9+9CN84xvfgMFggCiKOHLkSNlJ4U5mpyrMzc3VbdgbQavVIhQKqcdY703h8FqDPabwR69Mzmq1WgiCoPpCOY7DU089hf7+frjdbuh0OhgMBnzkIx/BuXPn4PF4kEgk8M///M/weDz44he/iN7eXnz84x/Hf/2v/xWPPPJIV5T36gSU0rb5uhvpQ6smefV6PXK5HJaWltRlytNeLBYrekrb2NjA22+/XTYdvb+/H3q9vq0aJuW4cOFCw0+SlFK1Ti3P83jttdewuLiIL3zhC4hEIggGg/B6vdjY2IBGoykazCQSiY5pyii0+knR6XRicHAQwPbTit1ux9DQUN03MWbc94jCCbeNjQ1QSpFIJDA+Pq4u/9jHPoYvfelL+OEPfwiLxYLr16/jd37nd2AwGPDd734X9957L55++mn8j//xP7C0tIQXXngBr732GiilEEXx0OvKdIMbplV9OHnyJHp6evDwww+X/TEHAgE1skoURdy4cQN37twpWU8RlOvUuZEkqWIYo1arhd1ux8mTJ8HzPFZXV3Hs2DGMjo7i7rvvhsPhQCaTwZ//+Z/DarUilUohkUiocwiCIOw7KYp6EEURQ0NDcDqdiMVisFqtmJ6ehiiKuH37NrLZLGRZrhmZw4z7HlHPKGZ9fR1f/OIX8dd//de4ePEipqen8cu//Mv4+Mc/jj/6oz/Cr/3ar+HSpUvgeR6nTp2CVquFzWZDPB7H5OQkJicnD73f/aCguF9efvnlkkd9WZaLXC3RaBSrq6tlv/sbN24gFAqVfL5dEEIQCATU/9PpdMUonaNHj8LtdmN8fBwulwuiKOLWrVt4//33cfHiRTUiZGZmBpubm5ibm1MnVWOxGHK5HJaXl9t2LJ1Aya/Z2NiAVquFw+HAuXPn1Kc2Qgg0Gg10Ol1NtyMz7l3ED37wA7z++ut47LHHEAwGcd999+GRRx6BIAhYWFiAz+fD5z73Ofh8PqTTaXz+85/H5OQkXnrpJfzZn/1ZV4eJMRpja2sLd+7cKevDTSaTkCQJKysrcLlcALYf28tx1113YXNzU42Jt1qt+OhHP4qjR4+WXV/x3zcLpbToOqwWrre4uIhr166phjudTiORSGBzcxOLi4slbjZRFBGLxZBKpbCxsaGO+JVzcBDgeR5arRZDQ0MwGAxYWFjA+++/r4rOra+vq1Lklb5DBRYt00VkMhnMzMxgYWEBH/3oRyHLMn75l38Zv/d7v4dAIIBPfvKTcDqd4Hke3//+93Hq1CnV15xKpYpcP4zuRBRF3HXXXdja2sLt27drTsCJoqhGgOh0Omi1WqysrODy5ctIpVKIRCLQaDQVferLy8swGAzq6FmSJFy8eLHi5KvX64XH48Fbb721i6OsjsViAbDtnrznnnsgyzLeeecd9Pb2Yn19vSTihFKK2dlZaLVayLKsGn0ltLMbwrlbRTqdxvr6Om7cuIFUKgW9Xo9Lly5Bq9VCr9eDUopkMonJycmavncW594l8DwPg8EArVaLu+++G4lEAo888gjsdjvuvvtuDAwMIBKJ4MaNG3jiiSfw5ptvYm1tDbOzs/jLv/xLXL9+vWw5P0Z3YbFYEAqFsLy8XDOUTa/X4/Tp01hbW8M777xT9J6SIyHLMkwmE1KpFKanp4t867Iso7e3F5/5zGfwp3/6p5iamsLw8DCuXr1aIhu91xgMBvT19anyAn6/HydOnMBbb72FtbW1osnRQCAAWZah1+vh8/nwzjvvIJ1OY2VlBaIowuFwYHFx8UC6JE0mE7xeL+bm5hCPx8t9byzOvdtR7shKqNP4+Di2trZw3333AdhORJmfn8e7774LSZLwO7/zOxgaGsJLL70ESZL2POyP0RyKS6FccpXH44HFYsGNGzdUfZb+/n780z/9U8m6uVwOyWQS6XQaS0tLcLlc0Gq1ReXseJ7HPffcg5deegmDg4PI5XK4desWTp48ibfeeqtoxKvRaGAwGPbMhx2LxXDp0iUA2753SileeuklEEJgsViKnkJlWcbGxgZSqRSOHDmCbDaLRCIBnueRTqexuLgIu91+oJ5czWazGgpts9mQSCQaviGzkfseooRv1dJuOXLkCKamptTHMqvVilAoBJfLBZvNhtdffx2RSASyLCMWi+H48eN45ZVXDtTj6UFFkqQiIalC9Hq9qiO0uroKjUZTMmIHtkftHo8Hs7Oz0Ov1JcXZ+/v7sbGxgaWlJYyOjqpJLw6HA//6r/9aVz9FUYTT6cTs7GxTx1kNjuMwOjqKN998E5RS+Hw+aDQazMzMQBRF5HI59PT0YGxsDJRS9Pf349atW8jlcuoNMBAIYHx8HLIsY2xsrOV97BTKk9jm5iZ4nkcsFoPBYCj5jgE1UaziyL3jcr8HSfJXr9fTcDisynzufF+WZRoOh2vqr1d6PxgM0v7+fjo6Okofe+wxevTo0Y4fM2utazzP0/7+fhoOh2kgECiSfC28Jniepx6Ph3IcR41GI9VoNKqkriRJqrY6ADoyMkKdTmfV66pcGx4epgaDoW3HynEcPXHiBNXr9RQA1Wq11G63U51OR3mep+FwWNV7B0AHBwdVbfjBwUG1gI3JZFLPyejo6L6vbWC324vOe2GBk8Jler2enjx5koLpue9NkySJnj9/nlosFnr8+HEKNPaDKteUH3HhMkII5ThO/ZF3+rhZa7653W7K8zwFtg2UYuwKG8dx9PTp02U/HwgEqE6no8888wwdHh6msizTkydPqtedTqejbre7ph46z/NFN4W9MJIul6ton9VaYUGPQCBAJUkqMv5Wq1U19Pu1EUKo3W5XrwGn00lFUaSEkCKD/8QTT9CPfexjynfE9Nz3isnJSTUrEEBRzG8zLC0tlSSgUEqRy+WQzWYPlJ/xMKKIbClyvGazGT6fr2idXC6HCxcuqPLPhUxPT8NqtWJqagozMzMlkRQ+nw/ZbLam4BYhpCi7udDF12pZBYXFxUW1loFOp6sqn7GxsaEKpSlx+8r6giBAq9WWdV3sJz75yU/C6/WqLjtJktTvUQm48Pv9ePPNN/Hiiy/WTlrs9Kj9II3clSaKIu3r61NdNM22wcFBev78+Y4fD2vta2azmXIcR4PBID1+/Dg1m810dHS0aFRaq/E8TwcGBopGwUePHqUPP/wwDYfD1GKx0HA4XPapwOfzUZ7nqSzL9OjRo/SJJ54ou57ydNGudvToUarRaOo6VrPZ3Pb+7HXT6XTU6/VWPS6O4+gHPvAB+tRTT9Hh4WH6la98hYKN3FuDx+OpuY7X6wWlFJOTk7seScTj8bbGGzM6jzIiXVhYUIWnlBDIQnier1jFJ5vN4vr160UVvcbGxjA3N4f5+Xk1KSmXy6kx5hqNBn6/Xx2tp1Ip3H///TCZTDAajRgcHMSZM2dw6tQpANuiXjszXVvJ2NiYqv9eDUWX/qCFPcbjcczNzVU9rlwuh5s3b+LFF1+E2+3GvffeW3WbLFqmAYLBIBYWFsoKFEmS1DbhIp/Ph8XFxY7HJjPajxIHf+PGjaKoKo1GA0EQEI/H1RDAelESoTiOw+nTp0EphVarRSwWw9bWFmZmZrC2tgaXywWe5/GpT30K999/P770pS9hbm4Od+7cQX9/P37u534Of/Inf8JcgW2C4zj4fD4sLy+r8sU8z8Pj8ag5Ecp3GQqFIIoixsfHK0bLsJF7A0xNTcFsNpd9z2QytVxy1+l0YmRkBNFoFMPDwy3dNqM72dzcxPvvv19xFCuKYsM1btPpNARBgCRJePPNN5FOp/H222+rwlNnz56FJEmqlssrr7yC3//934fZbFY11C0Wi6pUCWz7uTstsXvQEAQB0WgUIyMjcDqdcDqdyGazRcluyk39zp07RaKD5WAj9wbRaDTqD08QhLaOpjUaDQghcDqdbS+2wOhueJ4Hx3E1R+yVrkmLxYIjR47g4sWLIITgrrvuQl9fH8bHx7G5uQlZljExMVG0v7Nnz+LGjRtYXV2Fy+WCJEmYmppSC0bwPM/0jNpIoa2pQsWROzPuTcLzPJxOZ82Uf47jCieO64IQArPZvO9LxDH2HrfbDafTibGxsZIbgU6nU109NpsNhBCEQiHodDosLi5idXW1KENVFEWYTCY4HA4YjUa89dZbLZUOrjepT0GWZQiCUJSFexjgOK6aK253bhlCyAQh5DIh5B1CyIX8Mhsh5LuEkBv5v9b8ckII+WNCyDgh5BIh5FSzB9WtCIIAm81Wl5bL8PAwjEZjw/vodOEBxv5BGQwAwMLCAm7dulV29F5oRNfW1jA8PAyO4zA5OYlYLIbPfOYzsFgs6iSrot8yNjaGCxcuqIa9nPuxsA/1ks1mG3rybXT9bkJRdbRYLBgZGYFOp6vLrcVxHHp6eooms0VRRF9fX8UJdvWzDfTvYUrpSMFd4osAXqaU3gXg5fz/APAEgLvy7XkAX25gH/uCTCZTVCGnGvPz83WPTBQopQ1/hnG4UOKeFQqNXjwer/qkaDabYTAY8Oqrr2J6elrVL7ly5QosFguCwWDZzw0ODoLjONjt9hLDotFoalYBC4VCRTcGZSRqt9vhcDiqfpYQArfbvW8LZFNKkclkwHEcnnnmGQwMDNQVfefxeLCysoLx8XFIkgSNRgNKtytW1bqZ7mYG8GMAvpZ//TUATxcs/590m9cBWAghB69cSp2wKJfuRykUsZ/QarU4ceIEgG3DobgqBgYGahrZjY0NRKNReL1eLC4u4ujRo+jt7cXMzIyqEx4Oh0s+p2jZrK6ulrgIKKWIxWIV98lxHE6cOIHe3t6Sz8XjcWi12qp9ppS2ReemlVR7Qs/lcojFYiCE4G/+5m+wtLRU15P/7OxsUUg1IQSZTAZra2s1SyfWa9wpgH8lhFwkhDyfX+amlCpq+vMA3PnXfgBTBZ+dzi8rghDyPCHkguLm6TYMBgMIIRAEoa2VaxidZ2lpqaHQwm5ACWHcSbmM5kosLCwgl8vhxo0beO2117C1tYVIJII7d+4gHo+rMfEKivKoMrm6sz/VXImEEIyNjZUUAhFFEVtbW5iamqrwye2RfTgcLnoakSSp5mh/r6kVLWc0GtWblFarrWvkvpMTJ04U3dSr9qfObT5IKT2FbZfLrxBCHip8k27vpaFJUUrpVymlo5UmAzrJ8PAwnn76aVgsFsiy3HDomdvt3ncjwcMMpRR2u73loaztJJPJ4M6dOxBFscgfu7a2VvfkvXITiEaj2NjYQDwex/Hjx9Hf3497770XR44cKflMNBpVi8MoVJMmOHHiBERRVBOtLl++XPS+KIoghKgl5RQKKywpVacK3+M4Tg3T7BZ2lhPU6XSw2+3q+Tl27Bg2NjaQTCYxMzNT18jdarXCYDDAZDLBarVidnYWkiRVrLxVRBNSAf8XgN8AMAbAm1/mBTCWf/0VAM8WrK+ut1/kBziOU1O5ZVkum47N2sFqfX19qupgtzadTkftdnvRMpfLRUOhELVYLNRoNO56HzzPF50Hq9VadX1BEGgwGCz7nsFgoBaLRRUt8/l8qsSA2+0ukVjYuZ3CVPxCaYLh4WEaDodriqF1Q5NlmUqSRIPBILXZbLSnp6dhsb9AIEAJIdRkMtGHH36Y+ny+wuugefkBQoieEGJUXgN4HMAVAN8E8Fx+tecA/GP+9TcB/Hw+auYsgI0C982+IJfLqancyWSyYuiV0Wis6Stk7A9u3boFYDtEsFuJx+MlftbFxUXcuXMH6+vriEajCIfDeOaZZzA4ONjUPgojUmRZRigUqhrVkclkKrpUzGYzeJ6Hw+GA1+vF6uqq+ntZXV2FxWIpelrauR0lFV+JxFFE05aWltTRbDc9bdntdpw9exYmkwkGgwEDAwMwGo3Q6/U4duwYVldXMTk5WdNXvpPp6WlwHAeXy4WlpSVkMhlQSktE5EqoY6TeB+DdfHsPwG/nl9uxHSVzA8BLAGz55QTAnwC4CeAygNGDKhwmCEKJHC9r+7cRQqgoih3vR7PNYrHQp59+mh4/frwlo1qz2VxxVN5Ic7vdVK/X0+eee46eOHGC/uf//J9pKBSifX19qoxvtabI+yqytw6Hg/b09NCBgQFVx95gMFCtVqv+3w1Nr9fTp59+mn7lK1+pepz19Nnr9dL+/n61JoQiBYwqI3eWxMRg7AOsViuGhoZw8eLFugS26kEQBGSzWQQCgaoTmtU+TwipORntdruxsLAAp9MJSZJgtVphsVgwOzurPjEpFBYEV1BGrIqteuCBB7C+vo733nuvqC/K3Enhup3CbrfjE5/4BFwuF/7t3/5NlX0oF+LscrmwuLiIYDBY8XsghMBms2FlZUU9n3mYtgyDUQ3lEddoNJZEgrQbxX1RjdHRUTz44IP44Ac/CEEQ4HZvB6ft/Nzg4CDsdntd+3z22WchCAKmpqag0WjUSVRl2ztRosdcLheCwSBGRkbUSc9qLCwsQBRFaLVaDA8PQ5ZlWK3WIiPu8XggiiI+/OEPl0SnKZo3hdvbGaqZyWTU+gadNuzAtkbQyy+/jPHxcbz22mtIJBKqls9OFCG2Soad53k1ZNTj8SCXy6G/v79mH9jIncHAT5U3R0dHIQgCIpGIWsC53Wi1WiSTSbWwy8zMTIn0qyAI4HkeVqsVlFIYjUZMTEzAbrerKoLAT419qyVxFeGwZ555Bt/+9rdx8+bNhoyow+EAz/MIBoOwWq0Ih8P41re+hc3NTayvr0Or1eL48eO4dOkS3G63augCgQBmZmZK9qXX67tOhsBms8HlcuHatWsAtgcKTqez6Omk0uicEAJCSFEYK8dxEEURx44dU2vpmkwm5HI5hMNhXLlyBagycu94oY797HNn7WA1jUZDf/VXf5UGg8GW+JobaaOjo9ThcFAA9Pjx41ULvRSWXPN6vfQLX/gClWWZEkLoI488Qj/ykY9U/KwSddFo/wwGAxVFker1eupyudS5iUbK8bndbnr69Gk6NDSk1hIWBEGNyOnp6aEul0stK6fT6ajP5yvpf6evk2rntnAOTpblsnVorVYr9Xg8dGhoSI1M0mq1RZFJNpuNnj9/njqdTmowGKrNobAaqqyxVk8jhDRtAHfTzGaz+vqZZ56hjzzySMUQXMUoKnV6PR6POim308AUNlEU6cDAADUYDNRsNtNHHnmkaF3lmKsdu9vtVg2Sw+GggUCgYh1UQRCK3jMYDNRqtVKj0UhNJhM9c+YM/bVf+zU6PDxctF+Hw0HPnj1btuB1IBBoSchnO1owGKQ+n49yHEcHBwfVSliFk/TK8Xz84x+nf/iHf6ge+87v6YknnqCSJFGfz0cffPBBGggEqMlkoh6PZ2e1porGvUYsDWOv8fl8DaVZh0IhJJPJuhIiGJWxWq1qskxPTw9yuZyakbkXZLNZnD59Wn0sf+ONNyq6HYLBIE6ePIkLFy7AaDSq371S6zQSiSCbzUKj0WBtba1oH4p/NxqNYnx8vMgNoIQ8KuqR5WQzCibyEI1GwfN8UQWoQggh4DgOhBBQSmGxWFSJYGXZ17/+dfj9foyMjMBiseD73/8+hoaGcPPmTczOzpa4YxT/fTcSi8XgdrshSRKOHTuG1157rSTs0e/3Y25uDq+//jpeeeWVsu6zXC6H27dvI5PJwOVy4cqVK/jgBz+ItbU1XL16tW6XG5tQxfYMfbVU5t0WuW6ERo305ORk0Q+O0RyCICAUCiGTycBgMOxpcZS+vj709/djfn4eFosFr776alWdFkop/umf/gnLy8vw+/1FyxcWFlT//E7J6Fwuh42NDfh8PgSDwZKJy42NDXAch0wmU1OxMBgMIplMVr320uk0vF4vnnvuOXAcV6T9bjAYcOPGDfVmk0qlcPHiRdjtdrzxxhuIRqMlhl2JzulGUT1JkhCNRtVyh9/5znfKxrNPT08jm81ifn5endvZSSAQgMPhgNPpxMTEBNLpNGZnZxEMBhuSLGDGHdsXYeEIZyd7WZCgUb3sAtcWYxcsLS3h4sWLAIBLly7hxRdfBLD9Q6tZZX4X6HQ6iKIIr9eLY8eOqWn31bRHlAm5dDqtTt4pZLNZrK+vQ5KksteFIjyVyWSQSqXgdrvR19eHoaEh9f1UKlUzvFHpQygUqhrpMz09jevXr6tPRsq6sVgM6+vrMBgMmJycxMzMjDp5aDAYoNPpSmQ/AoEANBpN1X51ClEUwfO8Wg+38AYky7IaBlrIXXfdVXITlWUZd999N9LpNO655x5Eo1EEAgF4vV584hOfUPX2dTodHn/88ap9OrTGXZm9B7bvul6vV/0xGY3GhvVkgG2XSq2QNkb3Uvi4GwqF4PF4EAqF8MADD7R1nyMjI/jRj36E8fFxXLx4EdeuXcPRo0cbzmQsZHV1FcePH4fNZsODDz6IQCAArVaLXC6nGlMAePbZZ+FyuXDu3DmEw+GKo8lCbDabGjoajUaLnh52IssyxsbG4HQ68clPfhLHjh3D6OioGn2jPCVEIhH4fD7cfffdOHHiBGKxWInI2MTExJ66ynYeRzU2NzdVOeJwOFwUTnrPPffghRdeULN19Xo9stksfvKTn5TcgK1WK55//nn81m/9FiwWC5588kkMDAzg2rVreO211/DVr34V4XAYL7zwAvr6+qr26dD63AsrqKdSKSwsLKjxwbX0sCvR7ZKkjPqZmZmB3W7f1ujgOPT399esWdkMBoMBr7/+OiKRSJHhUkLfdsPExAQSiYSa+KRc04pB7e3txbFjx/DWW2/h61//OtbX1+u67qPRqPrbWV1dLetC0mg0kCRJFdNaWVnB8vIyHA4H/vt//+/4yle+gu9973u4c+eOWpHpypUrmJiYgM/nw8mTJ3H79u1dn4NWYTQakUql6jo/sVhMTbSSZRnnzp3Dt7/9bZw/fx6PPPIIcrkcfvd3f7fsjerBBx+E1WqF3+/HBz/4Qfz2b/82vvnNbyIej+Nv//ZvVXXMbDaLl156qWo/WJw7tn15BoOBlbVjqPT19cHr9WJ6ehqiKGJubq7r4qrrxWKxwOFwqDcnpdB1IpFAIBBAT08PxsbG1CcFQRBw5syZqtmwOp0Oer2+YtEajuPAcRyy2Sx4nofP54NGo4HJZMJdd92F9957D5cvX8aRI0cwMzNTMilrs9kQDAbB8zzeeustdWK2UF+lkJ6eHiQSibqL6LQKp9OJWCxW1H+e56HX63HmzBlkMhno9Xr827/9G86ePQue56HT6XDr1i1MTk6WzLE99NBD+PznP4/BwUFsbGzgN37jN3DmzBn8+Mc/VuLa8fnPfx7ZbBZ2ux1/8Ad/UDHO/dCO3AvJZrMlkzTtLn5dDaVSPaW0YiQCo72US43fr+RyOdy5c0f9v7Ca0dLSUlGSkM1mA8/zuHz5cpHfPRQKQZZlXL9+HcB2UZCHHnoIX/3qV8veAERRxOc//3nY7Xb8zd/8DRYWFtDX1weXy4Uf/vCHmJ6eBqXb1YlCoRBu3boFWZbVwhSKCJoiMaDT6SBJEmRZxtGjR/Hee+/B5XLB5XLh1q1bmJub23MRMb1eD0mSkEgkYLPZkMlkYDQaMTMzg0gkgldeeQUcxyEYDMJutyMWi+HOnTtFhcgLCYfDCIVC+Pu//3vMzc3h7bffRjKZhCiKmJqawsDAACYmJmAwGHD8+HH86Z/+adX+HVqfeyGUUqRSKQSDQXXSw+Fw1FXjsB04HA510ovRGVql39INJJNJZLNZtXxe4bWVTCaLDHsikUA8Hsfm5mbRHEQ6ncbc3E/FXd9//31VW7wQo9EIs9mMbDaL8fFx2O12CIKAX/qlX8LS0hJWVlaKtF8mJiZw7do1ZLPZIo34dDqNhYUFdSQeCATg8/mQSqVgMBhgs9nQ29uLM2fOYGhoCNlstqS4SLsQRVGta2qxWCCKIlZXVxGJRDA3N6faDZ/Ph3Q6jVu3bqGnpweUUtxzzz0V5S1isRh+/OMf40c/+hHcbrd6s7pw4QKi0Sjuu+8+fPazn0U6ncb8/HzNkEg2ci8gHo+r0SqdiBvnOA65XI7FrHcRJpMJPp8P169fbziSqVtQRuo7096V6y0QCGB6elo1rl6vF/F4vGgOaX19vegpMplM4gc/+AE0Gk2R79hkMmFubg65XA42mw1f+9rXIAgC9Ho95ubmKhqlbDZbsvz1118HsD3J+Pjjj2NiYkK9qQDbuQDXr1/HY489hgsXLuxZSLAgCAiHwzhy5Ai+9a1vFV0XRqMRjz76KOLxuOoTl2UZly5dQiQSgSAIJdeR8j3IsgyNRoPh4WFcu3at6HybTCakUikQQrC1tYV//ud/rlms5ND73JVkik4jiiKsVqsa98voHrrlGmklSsLT7OwsCCHw+/2qbrhWqwUhBLIsF0XsiKIIQRCQSCQgSRLMZjOcTieuXr1atN3CJ4F0Oo1gMAiNRoOFhQXVQDVynRsMBjUKrbDakSRJePLJJ/GTn/yk6EbU7u9LcZtyHIdEIlFyU/J4PDh9+jSuXbuGmZkZda7Gbrdjc3Oz5KnQ4/FgfX0dHo8H0WgUVqsVExMT6tOVRqOBxWLBAw88gH/4h3+ARqPBAw88gMXFRbzzzjsVfe6H3ri7XC5Eo9GuTY5gMHaD0WgsKrBciZ0GUXHhKEVAgGLjDgCPP/44crlc2agNs9msKjdmMhlcu3YNuVwORqMRDzzwAH74wx/W1a9a8DxfZFwJIfD5fGXry7YCJZ59p4EmhKCvrw+xWAxnz54Fx3GQJAkXL15UJ7Ir3XQIIXA6nfj5n/95/PCHP1SfWBS0Wi16e3uRzWYxNjaGvr4+OJ1OJZSSGfdqKDPYrbjYGIxuwmKx1BUFVkn2wmKxIJfLwev1YmxsrOg9ZV6qXISKLMs4fvw4xsfH8dBDD+Hb3/62OhIlhMBkMpXUHN0PBINBrK2tlYR/Op1OfPnLX1YnUldWVhCJRDA+Pl7TXeT1ekEpRU9PD27cuFGUUGm1WqHT6aDVastGFYGpQv5UkGc/V9rRaDTU6XR2vB+sHby2Q4xKbYFAgPI83/Dvxuv1UqfTWfOa3VlHtVub0WikVquV/sIv/ALVaDRFxyWKIg2Hw/TjH/84vXz5Mv3GN76hKnzubKFQqKzQWjAYpJ/+9KdVMbgGWvM1VA8SymMlsH23rFmDsMvY2tra8zhexv7AYrHAaDQ2/XlBEGC1WqHRaOByufCzP/uzCIVCajJXLTmCndjtdpw4cQJOp7PkmnW5XKqkQ6M1iGVZ3pMoNsX9ohCNRrG2toabN28il8sV/RZzuRxisRj+4R/+AQ899BBu3rwJl8sFk8lUss2HHnoIAwMDJfubmprCN77xjaLqUruFuWUYDAYIIeB5HmazGV6vF1NTU9ja2kI6nUY4HK4Z889xHLxer+rrlmVZLbatlNZT3BM+nw+iKBbF3teLzWaDyWSqGCveKkwmE5LJpBppRAhBIBDAyspKydxcYQEOQgjuvvtu2O12XLlyBUajERaLRXXRDA8PI5VKqfkCLaDrfe5RAGM1VzxcOAAsd7oTXQY7J8Ww81HKYTsnIUqps9wb3eKXGKs4KXBIIYRcYOekGHZOimHnoxR2Tn7KofK5MxgMxmGBGXcGg8E4gHSLcf9qpzvQhbBzUgo7J8Ww81EKOyd5umJClcFgMBitpVtG7gwGg8FoIcy4MxgMxgGk48adEPIRQsgYIWScEPLFTvdnLyCEBAkh3yOEXCWEvEcI+UJ+uY0Q8l1CyI38X2t+OSGE/HH+HF0ihJzq7BG0D0IITwh5mxDyYv7/XkLIG/lj/1+EECm/XM7/P55/P9zRjrcJQoiFEPK3hJBrhJD3CSH3H+brhBDyf+R/M1cIIX9NCNEc9mukEh017oQQHsCfAHgCwBCAZwkhQ53s0x6RAfDrlNIhAGcB/Er+uL8I4GVK6V0AXs7/D2yfn7vy7XkAX977Lu8ZXwDwfsH/vw/gS5TSfgBrAH4xv/wXAazll38pv95B5L8B+DaldBDASWyfm0N5nRBC/AD+dwCjlNJhADyAT4NdI+XpsGDY/QC+U/D/bwH4rU4LmXXgPPwjgMewnaXrzS/zYju5CwC+AuDZgvXV9Q5SAxDAtrH6EIAXARBsZxsKO68XAN8BcH/+tZBfj3T6GFp8PswAbu88rsN6nQDwA5gCYMt/5y8C+PBhvkaqtU67ZZQvS2E6v+zQkH9UvAfAGwDclFKlltk8AHf+9WE5T38E4D8BUErV2AGsU0qVeoOFx62ek/z7G/n1DxK9AJYA/EXeVfWnhBA9Dul1QimdAfAHACYBzGH7O7+Iw32NVKTTxv1QQwgxAPj/APwapTRS+B7dHm4cmjhVQshTABYppRc73ZcuQgBwCsCXKaX3ANjET10wAA7XdZKfW/gYtm96PgB6AB/paKe6mE4b9xkAwYL/A/llBx5CiIhtw/5XlNK/yy9eIIR48+97ASi1yA7DeXoAwEcJIRMAvo5t18x/A2AhhCgaSIXHrZ6T/PtmACs4WEwDmKaUvpH//2+xbewP63XyKIDblNIlSmkawN9h+7o5zNdIRTpt3N8EcFd+tlvC9uTINzvcp7ZDtgWp/wzA+5TSPyx465sAnsu/fg7bvnhl+c/noyHOAtgoeCw/EFBKf4tSGqCUhrF9HbxCKf0MgO8B+ER+tZ3nRDlXn8ivf6BGsJTSeQBThJCj+UWPALiKw3udTAI4SwjR5X9Dyvk4tNdIVTrt9AfwJIDrAG4C+O1O92ePjvlBbD9KXwLwTr49iW1/4MsAbgB4CYAtvz7BdlTRTQCXsR0t0PHjaOP5OQ/gxfzrPgA/ATAO4BsA5PxyTf7/8fz7fZ3ud5vOxQiAC/lr5R8AWA/zdQLgvwC4BuAKgL8EIB/2a6RSY/IDDAaDcQDptFuGwWAwGG2AGXcGg8E4gDDjzmAwGAcQZtwZDAbjAMKMO4PBYBxAmHFnMBiMAwgz7gwGg3EA+f8B6iCSmKa7qysAAAAASUVORK5CYII=\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.imshow(thresh1, cmap='gray')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 43,
|
|
"id": "f5e1453e",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"0"
|
|
]
|
|
},
|
|
"execution_count": 43,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"thresh1[thresh1==100].sum()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "396e3b66",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Построение гистограммы"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 44,
|
|
"id": "4b455e07",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"histSize = 256\n",
|
|
"histRange = (0, 256)\n",
|
|
"accumulate = False\n",
|
|
"\n",
|
|
"b_hist = cv2.calcHist([b], [0], None, [histSize], histRange, accumulate=accumulate)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 45,
|
|
"id": "477df536",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"[<matplotlib.lines.Line2D at 0x1d1872a9150>]"
|
|
]
|
|
},
|
|
"execution_count": 45,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.plot(b_hist)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 46,
|
|
"id": "92636df5",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"b_hist_cum = b_hist.cumsum()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 47,
|
|
"id": "1a195130",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"[<matplotlib.lines.Line2D at 0x1d18981cac0>]"
|
|
]
|
|
},
|
|
"execution_count": 47,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.plot(b_hist_cum)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 49,
|
|
"id": "e11f8476",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"b_hist_norm = b_hist / (image.shape[0] * image.shape[1])"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 50,
|
|
"id": "ae7a2b79",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"[<matplotlib.lines.Line2D at 0x1d1898b4700>]"
|
|
]
|
|
},
|
|
"execution_count": 50,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.plot(b_hist_norm)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "aa3739f4",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Сравнение двух изображений"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 53,
|
|
"id": "b67e4981",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"SSIM: 1.0\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"from skimage.metrics import structural_similarity, mean_squared_error\n",
|
|
"\n",
|
|
"(ssim, diff) = structural_similarity(image_gray, image_gray, full=True)\n",
|
|
"diff = (diff * 255).astype(\"uint8\")\n",
|
|
"print(\"SSIM: {}\".format(ssim))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 54,
|
|
"id": "e130dabe",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<matplotlib.image.AxesImage at 0x1d199798df0>"
|
|
]
|
|
},
|
|
"execution_count": 54,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": "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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.imshow(diff)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 55,
|
|
"id": "03ab140b",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"0.0"
|
|
]
|
|
},
|
|
"execution_count": 55,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"mse = mean_squared_error(image_gray, image_gray)\n",
|
|
"mse"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "a7c085bc",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Статистические характеристики изображений"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 56,
|
|
"id": "de9202f2",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"mean = image_gray.mean()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 57,
|
|
"id": "aaff4206",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"std = image_gray.std()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 58,
|
|
"id": "248147b1",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"67.41225535245043 52.016191875959635\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"print(mean,std)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 60,
|
|
"id": "3fbab27e",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"eq_gray = cv2.equalizeHist(image_gray)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 63,
|
|
"id": "250af16c",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<matplotlib.image.AxesImage at 0x1d19993a3e0>"
|
|
]
|
|
},
|
|
"execution_count": 63,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.imshow(eq_gray, cmap=\"gray\")\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 64,
|
|
"id": "7c013a0e",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<matplotlib.image.AxesImage at 0x1d1999ae920>"
|
|
]
|
|
},
|
|
"execution_count": 64,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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Py+WC1WqFyWSCx+OR74bDYVgsFoE0BgYGxOsDPvOW+TuNbq/Xw+HhIRKJhHjBNKgqzMKhGm5lPsg5Gw0zcV9+BnyWI1FzBOr3+V3+Tdd17O7u4vDwEC6XC6Ojo7Db7fB6vXA4HPLy5fP5E7kOLuqbm5sCscRiMTSbTXmeY2NjePz4MUwmE5rNJsbGxmCxWFAqlRCNRjEwMID79+9jaGgIrVYLgUBADG4oFILD4cDm5qbMS7/fL85KpVKRbW02GzKZDNxut3jOjFa73a7ASXQMisUixsbGMDAwAI/HI+fWarXw6NEjub6BgQFYrVa43W6B3CqVCgqFAux2O1wuF+r1uuDK2WwW8XgcgUAArVZLnker1cL+/j6cTid2dnbgcDjgcrmQSCQQjUaRSqVkEb1x4wbcbjdsNhusVisKhQLGxsYETvL5fACASqWCYrGIer0Ot9uNfD6PaDSKt99+G7VaDblcDh6PB++//z4GBgZw7tw5cVYIbaVSKayvr8Nms8HlcgE4xsx3dnYE6rRarVhdXcXs7Kws6Ix8P/nkE4RCIYTDYdRqNRweHmJiYgIzMzPY3d0VAx+NRiXKTqVSsrBfvnxZFpfLly/D5XIhGo3i4sWLAID19XUEg0FxyBixHB4eIhQKoVqtCmxDKJH33W63o91uyzzN5XISufF5M69w2vhbwdx1Xf8ugO/+X9hekg7VahXhcFgw70AggFAoBF3XBVNvNpti8Gq1GtxutyQkuV2pVJKEmMfjQT6fl0iA4ZzL5RJDXiqV0G63MTIygmw2i3q9jkAgIP9vNBqoVCrHN+1TqOjg4ABer1dwQofDgVKphEAgAAAIBoMwm81wOByoVCoSkhKPzWQy6HQ68Pv9KJfLCAQCCIfDcDqdqNVqyOfzArnwZbHZbAKPFItFgVvcbrd4hpqm4eDgQHIPhUJBkqUOhwPDw8PY3t5+AvM2JkBVo8+FFMCJpLWaBFQTePxd9bCBzzxw9XP1HNS/qdGAatD5f3V0u12Uy2U8fvwY58+fFyigWq2iXq+jXq+fWJjUa/R6vScWFy68+XxeDGoul8Pt27dhMpkQj8fxK7/yKxgcHMTm5iZ+/vOfY3Z2Fn6/H1NTU/D7/dje3kY2mxXIRB2EuaLRKGw2mxw7n8+j1WrJC8yFgNGpyWTC2toaWq0WMpkMJiYmZBFIp9NwOp0YGxuD2WxGPp/H4eGh5GlMJhNGR0cF90+lUuh2u5IPIBzUbDZRqVRQr9fx6NEjiSBogMxmMzKZDIBjqIEe+fb2tuR0mAPSdR2VSgV7e3uSG+JcDYfDYoAdDgfS6TQajQbK5TIWFhYkZxCPx7G2toZ6vY7Lly/j8uXLqFQquHnzJprNJqamppDP51EoFDA9PY2RkRGsra0hFArh3r17SKVSAI5hvl6vh9HRUbjdbqRSKYyOjuL69etidF944QXkcjm4XC4sLi7i2rVr2NzcFCgkl8uh1Wrh5z//OUKhEObm5vCFL3wB+Xwen3zyCYaHh+FyuTA/P496vY719XWsrq7izJkzEk21223U63WEQiFEIhGUy2WBb/k3kiqOjo7EIR0YGEA+n4eu64hGo4jFYpJTOW38D0uoqoM4cTgclouhAez1eigUCmKAgWOMmkaTDImBgQHxvAmZcMEwmUwIhUIYHBxErVZDp9PB7OwsEokEyuWyGG6GqlwMWq0WCoUCer2evKQM07vdLgYHByWsHhwcRCqVknDL5/OhVCqJ11ypVGA2m9FqtWC322VCkQVEFg336fP5ZNVPpVJi6BgCulwuuX7CBblcDgAEKmKUQAiATBubzYbh4WEcHh6eYAJxqAZaNbJGz9y4jXE7wjZqspTHMnr0qkfeb5EwHovHV/fJpPTt27cRCAQEhiIuS2YGr5HH393dRSwWQy6XO5HkjEajsNvt2N/fR6lUkuhlZ2cH77//Pnw+H3Z2dtBqtXD79m3JlcTjcYE3mCOx2+3IZDLodrsYGBgQZgdxf77UwHECtNVqnWDUMCEPALOzs7BYLCgWi/D7/dA0DblcTqAvl8uF8fFxeYcSiQQODw/h8XhORJdHR0eIRCJot9soFApy7HQ6jVarhaOjI3i9XmFqBINBXLx4UbxXzk+v14s7d+5gaWlJIu+NjQ2JllqtlhjugYEBMerxeBwjIyPwer345JNPBLLa3t7G+fPnMT09Dbfbjf39fdy/fx9HR0dYXFwEALEXfFej0SheeuklpFIpWK1WibR5nmtra+h2u4hEItB1HTdu3EAgEMDS0hI+/vhjaJomDmCz2cRrr70Gl8uFb3/729B1XaCkzc1N5PN5eL1eyWdcunQJH330keRSxsbG8Nprr2F9fV2S+sy5ML8XDAaRSCSwtrYGr9crzBhCZYODg5L/q1arsNvtgmSUy2XJ8TxtPBPGvdfrweVyIZfLCZZM41yr1eTl0HUds7OzaLVa2NzclBe/WCxieHgYkUgEg4ODyGazMoH5wtEIM8RNpVJoNBoYHx9HIpHA0dGRTCTSwEqlEnq9HqrVKmw2G9rtNjRNk/253W5ZZZvNJi5cuCAQEfHHRCIhRs7hcIh3xEgjFAohHo9LmKrrOvL5PDweDxwOh7ys9EIZvUQiEWEg8LydTifOnz+PDz/8EBaLBUNDQyiXy8KSYK6CCWgaRxpYlWJHD1s1sDSQ6t+MBlqFX9RkqjESUCMFAE8sCOp++33G/annyv12Oh1kMhlks9knIgXjefR6Pdy5cweRSESixGQyiZWVFdy/f1+MuvE8lpeXn7gvzNe43W7EYjFcvXoViUQC9XodS0tLWF5exuPHj2G32+Hz+ZDP54XyRpobDbjL5UImk0EoFMLR0ZHQGwGgVCphdnYWjUYD+/v7aLfbGBoaEi+1XC5jYmICk5OTkvi7ceMGCoWCQJHBYBAOhwNutxu1Wg3j4+MSafp8Pqyvr6PZbAq0oWkabt68iXq9jq9+9au4dOmS4PDpdBpf+tKXJKIeHh6W6PLw8BDb29sSQft8PqESzs7OynWdPXsWW1tbGBwcRL1ex3vvvYfBwUHJWbndbty4cQP3799HNBrFxMQE1tbWcObMGUxMTCAWi6FerwsEU6vV8PDhQxwdHUlUde3aNZhMJuTzefh8Pnz/+9/H1772NYyOjoqh7PV6sqBls1nMzc2h1+thY2MD9Xod1WoV7XYbrVZLGDVMmN+6dQvz8/NwuVwoFAr41V/9VfR6PWQyGUxPT8uC3mw2cefOHWGGMQKjA8j8IaE0wsZkfhGCGhkZeapdfSaMO7mcwDHWlMvlZGWs1+vC/mBSjOwT0v0IcZApQ2zqwYMHcLvdKJfLKBaLqNVqCAQCqNfrsFgsODo6kpCZHjRwjD2OjY1haGgIiUQCjUZDmCwAxMMGjrFUwh8jIyOw2WyS/BoaGoLFYpFEqMlkQjAYFFoivbpEIgG/34833ngDt2/fhtvtRqfTQTabFa+J50xvL5fLCdeXmf719XUsLy/DarXC7/dLoo+8bMJSnU4Ho6OjAv2chpPzd6PHbIRS1G3UugB1e03TTmD2Kt7OQZzfGBnQIKsLB40tt1E54Op59ztfHodGvtlsYnd3V9hC9Xr9icXNmGvgNfI6dP2YQfXw4UOsrq4iEong7NmzcDqd0DQNjx8/hqZpcLlcguHTSJRKJYyOjgreysQ6sWiHw4GBgQGZFwAkh0QDzCR7uVxGLBaD1WrFo0eP4PF44Pf7MTc3h0ajgZ2dHSEixGIxcWxo1J1OJzqdDsbHx7GzswO32y3Pxm63Y2NjA//pP/0nzMzMYGFhAdPT04hGo+K4cN/hcFiw+u9+97sCWfr9frzwwgtYXl4WiMfv9+Ps2bMoFAqo1WrY2NiQSOfFF19Ep9NBpVLB4eEhms2mvPuENd944w1Eo1EsLy+jXC4LpLq3t3eCDmwymbCxsSH30+FwYH9/HxMTE/jVX/1VZLNZjIyM4MMPP8T8/Lzg4i+//DIajQaSySQGBweRy+Ukd0dIhfTXUqmE3d1dTE5Ootvt4pVXXsHa2poQRTgfV1ZWBMJrtVpIp9OS0C4Wi2g2m6jVami1WuKYaZoGu90uDq/qpPQbz4Rxp9G22+2CR5IWmcvlBBZhyJhMJjEwMICjoyMMDAwgEAigVCqhWCzCZrPh7NmzePjwoVDL6O0uLS3h8PAQ9XpdJt/t27fh8/mESdBqtRAMBtHpdE4US5jNZlitVmFTMBwmFbNYLOLg4JjxqevHfF6PxwNd18VbSSaTgqGzIAKAeFLk9lutVimKAY4XkHK5LB7OzZs30e12EYvFhKVhtVrhcrlQq9XEm6JxY5EEjZDZbMb+/r6E7f0gFaNXzYlEI6oWV6nfMXrR/MmFzAir0OCrEQSHWoCmLjj8XDXmRsPPn8ZowpiQVbdjktl4PTTgXFA4+p2XmogOhUKYnJzEwMCA5EdooAkr+v1+pNNpMYqk+NJpqNVqEj2SqcN3JZ/Po91ui8dPGIUhPdlfjB673S7Onj2LbDaLg4MDgXyYhC8Wi5iZmUEoFMLZs2exubkpEOCdO3dgtVoxNTWFtbU1XLt2DY8ePcLs7CwWFxdhsVgQCoVkrrlcLsRiMdy8eRO6rqPZbArXnPjy48eP8dZbb2FwcBAHBwdwu91ST0GyweDgIAYGBhCPxxGLxfBHf/RH8Pv9Ep1Xq1UsLy9jfX0d4XAYDocDDocDOzs76HQ6ksCdm5vD1tYWDg8PZRHiO0kGXDweR71ex9TUlMAn+XweW1tb+If/8B/i3/ybfyPRlNPpFJi40+kI/Mdr29nZgc/nk5oALvLE0sm4mZmZQbvdhsfjQbfbFQ495yNhZDpqjL5Z9/O08UwYd+LmxCQ5WUlPpGdPqIWUQmLOADA1NQUAyGQy+OlPfwrgs0IgVof5/X4MDg6iWq0ik8ng6OgInU4HzWZTXoihoSHBw+nB8SZqmoZwOAyv1ytJt3q9jlarhZdffhnLy8uo1+uo1WqCp3k8HgDA0NCQUCdZQOL3+7G1tYWRkRG8/fbb2NjYwHe+8x14vV6MjY0hkUggl8sJC6PT6Uiyii8tJ2goFAIAiWaYbaenrlYeEp5i9SENLPBkVakxyUnj1s+LVqEVY8LTmBxVn70KlxghIvV7xu8+zTs3Lk48Z+MipX5fvX51cBExbmv8jFGL0+kUI064jJ6i3W7HwcGBREzkex8eHiIQCMgcJMOKhp2Jc95/smxUJg1wzHknjMG/l8tlYW/V63UpfuOCU6lU0Gw2MTk5KQVJbrcb09PTgv1bLBasrKxgcHAQgUBAcPdKpYKtrS0MDQ1hdHQUgUAAQ0ND4skvLS3h0aNHaDabkgtKJpNYWFjAo0ePcPPmTSwuLgoteW9vD6FQSOCM7e1tjI6OYn19HWfPnsX8/Dzu3bsnDDMWWJG+Ozw8LEQMm82GZDKJw8NDLCwsYHR0FOl0Gi6XCwMDAxI11et1RCKREzUoN2/exLlz5+Dz+TAxMYHl5WVMTExIgSWRhrNnz2Jvb0/ozeVyWfB5suOI/U9MTMiC4HK5sL6+jlgsJjaHUQeLyxjdkSlHO2Y2m6Uw7WnjmTDuXKWGh4fRbrel0IO/c+WnYSecQs+ECQ96B7zxTqcTuq5LGLe9vQ0AEnZOTk7ixo0b6PV6qNfr4kkz5KK3abFYhI0AQDwwVrLl83ns7+9L0RSToiy8Aj7jmbPSjy+z1+sVKtz6+jp0XYff74fX60W1WhVoilgdX0iG8H6/X5hFNASRSESSgvTKiF9y8SSmn8lkkEgkTkAp/bxbDiYt+9EY6YH3M34sRTfi3qdVsqrnoe7LuHCctgid9rtxITJu12/BUq9dxfyN0Q7ZGGfPnkWxWBTstd1uI5vNYnNzU6qjmZSnsQ6HwwiHw+IskC/e6/Xw+PFjqYUgbZFsGi5Quq5LXojMCtIkuTCEQiFJsjOxG4vFMDg4iNXVVakMHhwcxN7eHsbGxoT+S4hRfcdYaLW3t4dCoYCjoyPs7+9D0zQsLCzA6XRKAvO9997DysoKcrkcZmZmYDKZMD8/D7/fj/v37yMQCGB8fBwmk0m46iwOOjg4gMViwSeffIIzZ85IsVMymcSVK1fgdDrRarWQSCRERoHJUrKWHj9+LAtPvV6X95s1NrOzs7h+/bownLgAjoyMoNfr4fr16zg4OMBv/uZvyr2vVqvIZrMol8s4c+YMcrkcisWi3KdKpYJMJgOfzycMKrUKfXd3F5FIBPV6XSI25vrUiIxOZDQaRbFYxLlz54Qg8bTxTBh3rnLEDvkC8HMmOOlFcGXLZrMSpqryANSoIBRBz8nn86HVakHXdUm20UizHL1SqeDo6AjDw8Pw+XwymYnxsVjD4/FI0pde4MjICOr1OkqlkkQDrCbr9XrCb56YmABwTM+yWq1oNBrY3t6Gz+eTQohisYhyuSyFTirGDBxDOdlsVlgSvHfAMQzjcDhEo+Lo6Ehwe9KqiBUySUv2BPCZYT3Ni1X550bDqBp9FZ+m4TfCOerfjdEAz0HVzuEwGvPP8+CNiwajlX7FU2phlfE4xsiB1wUAsVjsRDUr2UuDg4NP4PV2u11qOYaHhyWB63Q64ff7pQR/YGBAPDuPxyNQpa7rAhkyjKd8h6ZpgtvSiDF5x8W92WzC5/MhFotJle3PfvYz8ZpbrZbANJOTk1hfXxfm2NjYGHRdF7kG1oZsbGxgcnIS165dg9PpRCwWE577L//yLyMcDuP69etCg7xx44awZei8EQ7VNA2XLl0SY00j6vV68Uu/9Ev44Q9/CJvNhmKxiOnp6RMaMvl8Xt5/p9OJYrGIjz/+GENDQ2ILWDvj9XrR6/WQy+UQj8fh8/mExVapVOB0OiWK5zx98cUXkc/nsbu7K/ULMzMzgq1XKhV4PB5omibnUywWMT4+LtAbcfPl5WW8+OKLAsvGYjGkUilJfvt8PlQqFYyNjUmV8sTExAlq9mnjmTDuxGQp+ET9EpPJBL/fLwaBbABibZFIRKCGdDoNr9cLu90uSQjSshqNBsLhsOi4lEoloZIxO0+vnZQ4hr2bm5tIJpOCZdKTp4c0MDAAr9eLbDYrmhfRaBQARFIhGAwiHo+L7sT29rboa/AB8WWmF2+z2TA0NIStrS3kcjnh7tNzZtEWX1JCL16v9wQWz+QtF7xkMimyDTRoi4uLaDab2N/fl0IKegXG5CaHylIxJlXpTaoceKMAFhOspy0iqnetCqjxeKq3rJ6n8fvG7xi3NS5W/NnvnIz3QY1UCJlQMoA0Q8JezNH0ej2ZRyz8yWQyAonoui6FeLqun6DdMbwnGcDj8QjDjMcm3VC9nkqlIrkc/p/VvIRWWOy2ubkpsApJCYeHh3jppZfgdDpl/tjtdvj9fgwNDUkBGQCBaN59910sLS0hHo+j0+kgn8/jrbfeEngnHo9LTcjU1BTC4TAKhYLg7azLUPNGtVoNxWIRq6ur0HUdkUgE8/PzAk8ODQ0JhMEyf0Y03W4XBwcHiEQiApk5nU7Mz8/D6XQilUqJDaBd2dzcxCeffIJCoYBWqyXQk8fjwcHBAfb29uR505N2u91oNpuy6A4MDAjEdnh4iJGREalMPTw8RDQaFbZdr9cTAgfRAyIVjUYDDocDL7/8slRjE+I5bTwzxl1VziPuxVWVoQlfQmLhNFz01gHA5/OJF08aJHBsBDc3N8XboSgVVd64HReQ119/HfV6XUJCHkuFJBiCAZ9FHyxwIo1TFYViQQqxUL7cjx8/FnpWMBhENptFsViU4icyINTEqsrWqFQqcq+63S4ymYxw5/mic4KbTKYT8g42mw0jIyNIJpOYn58XcSpW4QE4YUT5f1UdUPVu1QRov4pWACcWDmNC1uid83sqp934N+NcMv7f6LUbPXtj9NHP638als/R7XbRarUENyV8Ro2fXC4nITgNCXC8sNPR4H5tNpuof9KAb29vo1KpIBgMwul0nijMoqie1Wo9QQFm7oq5o1AoJAy0QCAg1dcARCyO87pYLCIQCODu3bvI5XK4ePEipqenZZ6lUim8/PLLuH//Pra3t0U7qdfrYW9vDwMDA0in01hYWEAul8PZs2dx9epV/Nf/+l9hNpuxuLiIQqGA/f195PN5LC0tQdd1iVB0XcfIyAju3bsnRWlerxfT09MC2xweHoo8AiVFZmdnoWka7t69C7/fj3w+j4ODA3S7XSSTSUEAAoEAGo0GPB4PPB4PAoEAer0ebt26hTt37iAajcLv9yMYDOKDDz7A+Pi4iLNZLBYEg0HcuHFDnKuFhQWBkQCI8e90PhMs5D0lp79Wq6FcLiObzYo8ASNwSpbouo6hoSHh9B8dHcki/7TxTBh3XjSTppQE5UVSrMhisUipPalZhF0YlhLrZik/4Rhy1ImDkWOuaZoUuwCfMVN0/ZijS7jDYrGIVgjDQ7PZjM3NTWHusODK7/cjEAicUGuk8BaTx1xYIpGIaJ5QcIlQCT19tTyd2f9yuQy73S7sBGbS6dWr3jqNCr0MsotisRju3r0r3hhw7LUQwiGObzSkNHI04ir9UYU3+jFa+mHm6j5VY64aVNXDNsJGPBf12Pzc+Lt63urfVVYMh7pwnYb1E4qKxWJYWFiQe0ZuOF9kFt6R5kvWBKVsI5EIMpkMBgcHhQXTbDZRKBQwNDSEubk57O7uyrOnEWdhXaVSQSwWO1G4xHlP5UsuHsFgUMS0zp07h2q1KuwpYtqHh4eYn59HOp3GCy+8gJGREWxvb6PdbmNxcREzMzM4c+YMdnd3MTExgWvXronQV7FYRLfbxeHhIXZ2jkULz507h52dHVy9ehX/7J/9M/zpn/6pFCo9ePAAoVAI2WwWJtOx7tO5c+ckejebzbh//z4AyD35whe+INHm6uqqePzValUqWunZEsO/d++eQK8A5J4QiqUDqWnH9OLd3V1cvXoVIyMjuH//viABvP+XLl3C48ePkUqlJLpmntDr9Yr42dbWlsA6jUZD5gij8QcPHkhSm4w/Mp8oeBaJRET9liwm1dnpN54J465pxxVZFM8iFkaRInJL6R3TcFO4iIVPTJSQCwpADD1pWsTCmc2v1WryYlALw2QyiefBF4JJXSa7CoUC3G435ufn0Ww2US6XJaR677335Fxo/NLpNDqdjnhdlOEl9m8ymbC5uQlN0wQCqtVqSKVS8Pl8IjLl8/mkErfRaMBut0sBhyp2xhc8Eong6OhIkrtc4ABI0ob/BgcHsbOzg0AgIJEM76OxeEg18Co0oQ4VflGftREX7wev9FtQ+v3OfaiLCLcxet48J35m3J96TCNfvx+uz7GwsIChoSEJy4FjrSTOnUqlIrUSbrdbvEnyyinsxegqEonAarUikUiI9G42mz1Bb1TZFNFoVKJE0m/pyVOQi4s3DbvVakUgEDhRNctcwMLCAu7fv4/79+/j3LlzAhm+8sor2NnZwU9+8hPcvn0br7/+ulzDW2+9hb29PTx69EhEx4aGhrC9vY0f/OAHOH/+vBQG2Ww2/MZv/AaKxaJINr/33ntyTeFwGNFoFPl8Hk6nE+vr6yK89v7772NoaAh7e3swm80Ih8O4fPkyHj58KE4gnSrmygjzut1uweLtdjscDodoBO3s7IhGDp05u92Oy5cvyzwn6aNQKAhM9vWvfx03b97E6uqq5LhKpZI8Xz5Pyo9ks1mBc3l+qVRKCCFksdlsNvj9foyMjCCVSuHx48fyHcKthNlOG8+EcefLySQHMUoAUplFih9D3Xw+D+BYp0PN+lMelQbNZDIhm80inU6LEWG5N5OxpEPS8LdaLdy/f1+8WHJnidUT26xWq1hcXBT9kaGhoRMC/06nUzxOPggyEviyb25uCvRE3JACSYSbwuGw4HiZTOaEKFKn00EikZB7SQE0GmfSxBqNBsbGxmTBYahKEaaBgQEpbGKoSu+d3ikNaD84hNEJ8KQBNz5rY5JTTRSr2xihIOPiofLg+9EvT8Pcjduoxl09lnFBMUYWPEcKeWmaJoaBFMRWqyVa66q8hKqNT48sFoshmUwK+8nj8WBvbw+Tk5PSP6BQKMhcByAvezQahcViwcjIiITujUYDbrdbkurE7AGIPEEgEEA2m0UsFkO73UYqlUKpVJIk6s2bN/HFL35RMOBgMIgXXngB+XweP/vZz7C4uCgFUX6/H1/72tewtLSE3d1dKTDc2dnBn/zJn+C11147IXa1trYGp9OJCxcu4MGDB7h16xba7bYw4e7fv493330X9+/fh8PhwNtvv421tTWkUin0esdl/8FgEAsLCzh79qxEoWSkMBKj80f8m8+O77PP5xOlVL4P5XIZ58+fF4NNymW1WsWDBw8wPT0Nv98v+7516xZarRYmJyeFfk0c3uVySc6N9ThM7iYSCYGyWKsyMDCAaDQqfSjofJGQsb29DY/HI7m908YzYdyJpRFrpzEnZYyQB1c6FmyQv0vNFno+5Hj3ej1JsNBQ8mUDjj1XJmAZ1vFvrVZLtNmDwSAymYxQrujllEol3Lx5U/RaCI84nU4xRKShUYmx1+thfX1dqGUq75yhmuoRk3PMSluVGqUaXeDYK6PeCUN2euHE58g04mJDlhA1UzRNE+YSk7ZqUtVohDnopat/I9TBnEY/WMPowRv/3u9Y6jHVv/G+qcNolNVroRE35g2MP9XEsPHceQ8pIcDaAUZSTHzRuNNTKxaLkrRjjQWZFMViUZLx/OnxeE4wWUwmk1BaNU2TBb1Wq8Hn84k3bzabMTk5iVgsBqfTicePHyOdTiOdTgvmzKgtHo9jYmJCoA2r1YqVlRV873vfw9mzZ5FIJHD27FkMDw9jYmJCoI8zZ87gvffeE8fF6/VicXFRItBms4lcLof79+9jcXERfr8fxWIRuVwOu7u7SKVSmJmZwe/93u9hZ2cH6+vrePToEY6OjnDx4kVcvHgRP/7xj/H48WOJTt1uN27evInf+q3fEpnrV199Fd/5znfEgWG/BcqAa5p2gnlFthuN+l/91V8JpXN4eBhLS0vQNO2ESqXdbkcikcDk5KTUF2SzWaFxs/KcGkWapomjShkRKnMGg0G4XK4TciNkRVE7n1FdtVoVMUCygz5vPBPG3eFwIB6P4/DwUNgEPHnqKhDGYMszYo3FYlHYIWrbOIY+AE5odtBL5kvCjkxc7ZngACCLCkNCrq6UAWDYCxzrfdRqNWENuN1u4aJTEIier91uF412wh7s8MSCFRoV8m1brZYwCtQ8AUNTSg+Pj4/D5XLh4OBAksrRaFRgLbJ9CGMxQUz5V7I4eK/7VWECJw2pETdXPXhur1Z59kukqoad+6VRNR7vNM9f/clx2qJhjALU/Rq/YyxiMvLks9mseNxer1eKx6g6SgVSXdflOdAYUJJif38fyWTyBJfd5/OJ189jTkxMiKgXj89QvlAooNlsCkNseHhYmBzxeBytVguRSESKA4ufdu1iy7dEIoGxsTHY7XZMTU3hypUrOHPmDH7wgx9gb29PMOKlpSXMz88jGAzKe0Q2EADcvXsX7XYbX/jCFzAzMyMcctZykDq5u7srzkW1WsUXvvAFzM/PY2NjA4eHh6L3NDw8jN///d9HoVDA9evXhVUCAD/4wQ/wO7/zO0gkEjg4OMDVq1exsbGBe/fuIZ/PC+RE2IpsFj43SnJTQXN5eRnNZhNnz54FAPzkJz9Br9cTOvKf/MmfYGpqSsS+qMwYDodFJ97pdAqhYWRkBM1mE3t7e5IfpIKp3++H2+0W5pzT6RSZgqGhIYyMjGBzcxO7u7tYW1sTCQUuRoSfThvPhHFXdRRoZHjzyIGlceaqzAXAZDIJBkWsikYVgKykrDqll69p2gltdoZPoVBI9FhYEUbOPcNMMlaGh4dlUYnH44JzUwCIuH6v1xN+fDqdlpJqdtmheBOLUuglkLFALJIGl1QoKlDSW2TBicViweuvvy5UvJs3byIcDotnR4ppsVgUuQV2BSIPnrkLChcBT7JbVK+Xxk/VWgFO0gvVBJCxeMmIa3MSq0Zb/RsNdL8Fot8C0m8YFxt+14ivn7atup/l5WUAx94ZOewsOSfdjd425xWT/Yzajo6OZCHw+/2o1WpIp9MYHh6WAiS73S4eKRN9Xq8XHo9HziEWi2F1dVUShGtra0in03jzzTflfpKZwYKiZDKJYrGIlZUVoVhWKhVEIhH8/u//Pg4ODqSQJ5lMYm9vDy+99BICgYDkgjY2NjA1NSVFdw8ePMDCwgLsdjteffVVdLtdfPDBB7BYLFheXsb4+LgkiZ1Op9ybjY0NaXyzubmJx48f4/Lly3A4HJifnwcARKNR/Omf/ik++ugjae9Xq9UwOTkpcgKPHj1CoVAQx4pVoEy83rt3T5g5BwcHwnCidAG7O42NjeHmzZsiBTwzMyNMI2pVMREKQBCFQCAAt9uNx48fi6OYSqVkoQBwwvkxmY7FDYPBIAYGBuTcyWaiLAqFEo1S0sbxTBh3ioF5PB7xHLlaejwewYF1/bh6k7rQxNF0XZcQRu2eRI93bm5OYJRqtSplxtFoVHjj9GRbrRZGR0exs7MjMEStVhMBJlVDmYtJMBgU6VSHw4EHDx4Ig0HTNEQiEQDH3vzCwgLGxsawvLwsnhoXAhp04rjkPdNrUu8XEz7UIufk2tvbQzQalXCc9DBqzXBx6Xa7EnWwmm5nZ6cv7sz7wBdEZdCcxi45zRCf9nfj31R8v59xVhccFW8n/bJfIRK37+fN94OBToOJjDANALkn5XJZFsRms4lXXnkFLpcLm5ubIiGtRpTM/wCfNWc+ODiQSs1QKIRyuSxaQizhZ8U1NcLdbjdefvllvPvuu/B4PHj77bcFxmAY/+6778q2qiopheaorbOzs4N8Pi8djNiz4K233pLk3ubmJorFIl544QWcP38ezWYT+XxeEpDxeFwka6kyyfqJDz/8EMPDw1LD8dprr2FqakraJLKIjyqprVYLP/7xjzE3NwePx4OZmRkMDQ3hN3/zN7G+vo533nkHv/d7v4eLFy8KhPL1r39dKoMPDg7EseN8YQHRw4cPRduJDpff78fdu3fx4MEDjI2NCTtucXFRnsHy8rIkfDVNk3OlHSAbTd03E6eUmODiS447GTV0VNm7lZE1m8cAkIr1p41nwrgDkMSHWoJL3RQaUWasyU1XP6dgFpk0TKh6PB4cHh5C13UJlzmxGbKpujZsbEEcmvx5Mmv4EhPqcblckuxg8hc49kRUXio1tn0+H1wul1Agaci4OkciEZkALpcLh4eHIo7Gz1mWrsJQXOCcTidyudyJfpjRaFTuIxk6ZHOw1Lkfvk2jx/tl5KdzGwBPeNdGnPs0GEb19tX9cN9cXOj5G+GbTqcj2/eDWtTrUb/XD4c/7XzVCEGNDoznqi6Ivd6xeNjt27dx9uxZKRTiokzKIxUL2+02MpmM5J7Ie/Z4PAgGg8IrJxzDegjS/Pb398WzZdL/woUL0HVdII6lpSVkMhk4HA4hGagUYzLBZmZmkEqlkE6n5R3Z3NyUquzFxUWMjIwgk8kIJXNmZkY6F01OTkqUEQqFkEql4HQ6sbe3h5mZGaHgEo9mQ3ab7biR9K/92q/hj//4j08QDXw+n+Qntre3kUwmxdv/2te+hm9/+9t488034fP5MD8/j16vJ0JgHGwCrmnHPRI4n+kUchC27HQ6uHXrFkymY3lvFlBdvXoVU1NTcDgc+PnPfw6z2SyFUYQymTh1uVwIh8MCxbKeh7k11sOwaQqdVLL3SLskikFWVSaTkQjwtPHMGHfgM00Xwi7km7Nak9rk5MITA+92uyeacbjdbqkiVdvJsWiHGGO5XD4xgZi4yGQygm9TzpcFVg6HA5p2XH2mdoBndMGWdEygcdTrdZTLZWm28ejRI7TbbXi9XgnZuGozWUyIBMAJzXmTyST9GylBEAgEoOu6dJZaWVkR7/369evChNje3hZjZeSkG40ccGwwq9XqCWOnGmmj0VYNqcqwUXFj47FPw7pPg024IKrDuLio+zBCQOo1nuat90vMGj/jftQF1ngvstms9BMlREhDQe0XPvNqtSr6STabTZqzz8/P48GDB7h8+TLS6TRGRkYQj8fxwQcfSBMMdu8iZJNKpcS5iUQiolbIIqTBwUFhrlAjnEVHe3t7GB4elmQ8DVCj0RDIJxwOY3JyEpubm0ilUlhcXEQ8Hsfdu3fhdrsFqsjlctKCstFoIJVKCXU4nU5LcxM2LA+FQtjc3BRmDCEUXf9MWTKVSiGTyWBmZkbaDbLZ9sTEhESpank+PWGbzSadptR5yjlEo67OkW63i2KxiE8++QQA8OMf/xhLS0uYmZmRgi3KN7Ninfm7GzduQNd1nDlzRhZ2JrDpYJEgAUAWw1qthhdffBHr6+sSrb333nsYHR0Vp+/zjLtmfBn+RwyXy6VPTk7KBKPBBiC82HA4LJ6EClEAJyv86D0Ts9I0TbqcUIyLYk6EfdhYmIlWetcsfOp2u5KEYrMNldnDDvKJREL+RhYDGTHMlFMHB4AkcS0WiyR3Sec0mUySMO12u+Klc/Wenp4W7jN7Q6rKkKySpITB48ePT8ApRqijn3HsB4eoRpHGTtWMUY22Co1wEeXfjMZa9YRVA2tUbuS+VKPdb6gLhtFT53medn2qwVa37Zd7MF63ek1kC1Hnn14d54bP50OtVpM8CuVh2UtV13VhvjC6ZJRDT5HyE91uF+l0Wvq8hkIhpNNplEolcWKsVit8Ph8WFhZOKA8mEglMT09LIjCZTGJ7exvNZhN+v190VtrtNmq1GgqFAs6dOydzmTkgsmtI2YxGo5IsPDo6wuXLl4VCvLGxcaJa++LFi8Lh/8u//EshJhCqdLlc+LM/+zOJQFZWVtBut/H222/D4XDA5/PhnXfewT/5J/9E3uFsNovbt29LjoDvBaNkVdKC71k/2M44P1R4jnNUjeKoKcVmJvl8HlNTU1J1zuR6rVaD3+8XB7bRaEiejd+LxWLY3t4WG/aFL3wBdrtdHIaPP/74pq7rL/Y712fCcye+TtEw4pDUt3C73WKoCcdYLBZRjGS4RaEdhj6qtjQb/1JSgAvG0tISBgcH8eMf/1jwxcPDQ2lwoWmaTG5CLHypSV8jb1nXdSkrZwFUtVqVarVkMikFVnwZVIyNei9MsHISkaKpLiqMSojN5vN5qWKl3Gm1WpUFh9eietDqJFYnOkc/HLpf1aYRKqFh4+BLoxo97t/IcDFux2Py99O49v2MvHp9xmsx4uz9jL0RnuoH/xijHfVa+PvBwQFGRkakPR6fvdpggx42PVNWTo6MjGBychKFQuFEFXC9XpfkHH9SVZL9ShuNBmZnZ1EqlUTT/fDwEMlkEm63G4uLi6K5RH3wTue4A9Dc3BzW19dhsVhw584dFAoF0Z0PBAKimHjnzh1sb2/D7/fLMcgcYcKe2u4sxHv8+DEWFxdRr9dFjOznP/85ZmZmpMMYr6lUKuGXfumXpFvS3/zN30glbSaTwY0bN/Dbv/3bcv43btzAP/gH/0Da9Q0MDMDpdGJwcBC6flKz3wi9qXPYCPEZ5wvnoiqXzblMLJyRg6Ydd+564403cHR0hGw2K8w4RkO9Xk8ifzqgbBBCiJYQsLF50GnjmTDuwGd9P1VMmysfS3bptdLY88XP5/MSOrIptt1uF6MSjUbx4osvYmBgAB988AFMJpNovdy+fRtDQ0MYGxsTryQcDou3zNWUXgr3zxCL/Q1ZnMIEEDFWhmecGIRWiHOTDx2NRoX5AhwvDsTpOAmJMbMYg1RGVtvRk+M+y+WylLcb8e5+mLJqlDiJjQVCqherYswcasLK+JlqlFWYpB8+rx7LCOGo31PvjXqcflDMLzqM3+m3P+P5Gg2/uiD1eseqhqOjo5iZmZEk+P7+vigUAhBNkqOjIxSLRUSj0RMGhAn96elpdDodzMzMCCWX0r5UNSwWi7Db7VKQ1usdy1M/evQIwHES/S//8i9Fi8XtdmN7exsvvfQSNE1DOp0WqIBsk6OjI6EFl8tl3L9/XzSICoWCvBeke9KQ8j2iMaN2EQuAgGOyASMU2oF8Pi8MsytXrgCARAOLi4vY2NjA5uYm7ty5g/HxcQwMDODjjz9Go9HAhQsX0Gg0MDMzg4GBASSTSVHTNOZJ+s1Bo8OhjtM+VynAajRKm3Dt2jXRFSJ5g5XIrVZLevgyF6dpmiS9p6amMDQ0dMIhVMkd/cYzYdx5M3w+nzxcq9WKvb094QSnUikR5iLdj9oRExMTaDab4vkQJ6YWC/HmdruNdrstZdCURfX5fDhz5ozQAdnCzul0igQCaYrkgmuaJl68qrDocDieMOac2OTTM6nLqCAQCJxYhVmxSDyOGBvvFQ08JVV5fIanfJl8Ph+mpqZw69atEx4yDRInMQ2XyitXn43RU1axSBaHnAZLqJ7zac+9H1SkGnDjZ/32ZTSyxv2elmzl6MehN547PzNGIsYCLvWcuE29XkcikUA0GhWqbqPRkAprXf+M8UWGhslkQiwWQyaTkQrSXC6HTCYjz5KLAyNJtuUbGhpCqVRCoVAQ7n04HMbY2Bh+9KMfYXJyEnNzc1LB2usd6/48fPgQNpsNMzMz4qRQFoTsDQCYmZnBT3/6U2GhMG9AOWFSh0mC2NnZwcHBgcCTrJymMBehzNu3b8PpdAqff319HZlMRtgyk5OTos2UzWbRaDRw//59vPfeewJn7O3t4W/+5m/gdrsRj8fFmWKlLvN19H6N74M6D1TnRo001Wfbb36q3+O+q9XqiQ5rLHYirGN0djgnKP/AitderyeR1NPGM2HcAYinbDKZhKpHT3Rra0swS3q21CzXNE2wQVWMa3d3V5IXxC8J8aiZciY+yUqJRCJIp9MIhULCtecxXC6XTAomx1QDB0BWXRZf9Xo9eDweSaQRXmJ1HCGfUCgkxp/7oQeu5hF6vZ54etlsVlrr9Xo96c9aLBbRbrcl/M/lcnKup8EmvBfAkzi16oWrC4QxmagaOcInRtyc2xphIePn/WiV6nbq9sYoAcATi0W/F9H4QnO7ft/htRmhHnVbo9duTFInEgm8+OKL4riwmpkwDHDcfIVV0R6PR6RoC4UCpqenJRFLhtje3p44CjyuUT9+a2tLvP+JiQn87u/+rkShNJRra2tYXFxELpfD2NgY9vb2RKVU13XcvHlTJKlffvllgQqZP2CUSrVD1qfwvdX1zxqXa5om0sSDg4MYHR2V1ng2mw0TExNIJpOIxWI4d+4cMpmMKEe6XC44nU689957WF1dPTG31IiRwoOUHVGfm3H+qlFtv+erevHqZ1zoOYyLgLovddGg7VGNurod52S325Xm2fl8Hnt7e1JlzwKtp41nwrgzbOEK3m63hX9LfN3n853QquZE4u/lchkul0ua3hKTn5qaEoU3hrAApP0dQ1qGOhQCU42h1+sVDIzJEGJuamNtFiSRzslJf3R0hOnpaeG9MydAo8/El9VqFeoitUX4YLnQ+f1+wSVJHaWsK5N1pKnVajXcvXtXGDSapp1YkDgZ1ZJso7HkpOa26qLYDyfvZzTVBUF95qclRPvh46qRNHpNpyVHeRx1P8a/9VtcuK3xuMaE22nnr+YK+JIy0iMlNR6P4/Hjxzg4OIDP5xOIj9x3Pn8aUPYsoPGn7g+58eTBq01vdF0/4QWbTCaBXnisXu+4sMbtdkuCfm9vD6lUCmfOnEEymRS4xO12IxgMCgeeQmac1+wnTANUr9elL4J6z0ifJDX33r17GB8flxZ4FPBKJBKIxWLodruYnJyUHIXZbBYM3egt95s/xqjN6FyoRp5/f5qDo3rwxkjROOf6zTsjFKTOOX5Gw7+xsXEiEi6Xy0+NhtXxTBh3s9mMSCQCk8kkanJqooKtqKinomqT06CxYwqrPqmoxma1bJBBr9lkMomUAYX0j46OUKlUBNdyuVzCMaVKnSpIBhwbLvLiSXdstVpwOp2i38IXgNx9tQKWEQGvxev1ygsBAK+99href//9ExIKDM0ACOxDz+/SpUvo9XpCaWMijpORv6vGy4hT/yLQDIATOvjqtqd53sbJ3C+k7WdgATzx8vHvp41+iwFfGvXZnba49PPW1N+5uKsvd79rVhfAbreLDz/8UAS+2PjB7/fLXCDOTB67rh/XfGSzWbzyyisi0kWxMGLhfBbpdBr5fF7wWXKnaRgp0EcqJKuht7e3hW7LY5MSfHBwgKmpKaysrEDTjoXA9vb2UK1WBeOnOiVrSciZ55wzmUyiyaTrukSVqVQKXq8X+/v7orZI4TFGzHTuSFyw2WxCQ2aVunGOGOeBOrf6QTD9GFX95q86D4xzVX131P30iyxVJ+E0eMeY5+kXCTxtPBPGnZPB7XajUqkgkUhgeHgYmqZhfn4eyWRSNFdoJDud484xwHHCR9d1SQKxwu3+/fuC35OlQuW9iYkJCWvZKYWlvcBxQ2u+XCx0Ao5vKqMIladutVrR6/UkUcpkCYATnH120Gk0GpKwoifG5Akhn+HhYVy7dg21Wk0kQQuFAgqFgjQHp4fDBBWpaclkUuAaFmWoEwXAExPF6MkYJ69x4qrQgzGk5f4IY/F7RmNtnNjqUCe5epx+0InxBTQmgvt5Y8aXXT2u8W8MgfuF8+px1d/7LWYsBtvc3EQ0GpW5wPZqZK40m03E43F4PB5pyk6Ndl3XxWmh9ISmaRgaGsLMzIzo88fjcanYZLtGXsfg4KAUKnk8HpTLZezt7SGbzWJhYUGSsCaTSdoBBgIBbG5uiuQGmT4m07E+Dtlp+Xxe5pwRf1cZP5z77EjGDk8PHjyA0+lEOBxGMBiUqmo2vKC94PM0erJPm1P9Ir5+TsJpzCh1/nJ//ZwEdQ4YITr1XPp9R/1dfR/Vd+Bp0SrH5xp3TdP+TwC/CiCt6/rSp58FAPwxgAkA2wD+vq7rBe34aP8awC8DqAP4PV3Xb33eMXRdF4EsJi7ZjIKFPwBONJ5WRXTY0SgUCknShHKaAwMDeOGFF6QAyu12Y319XXQl6O3X6/UTLz+TTPT26OlQRe/KlSu4e/euQDP0Lgj9EPMjTslzZTEIAFF4pKIlr5/wid/vRyqVQj6fR6lUEjEwAJI84iQgl3h5efkJXJC/qwkelZuuTpZ+xl+FGFSYhsc3ioKpRtGYaOX++oWqRgNtjCxOW0CM++kH3fSbc8bv91tsaLDUufG0hcnodfWLOHhuVqsVAwMDAqHF4/ETjTSoH1StVjEyMiJNJbgfJmCpPtntdjE2NiZFMuRzU9uGvUEpKb2zsyOOUqlUwsLCAt577z28//77+Na3vgWXy4VsNgvguDUkK2SpI8/7QsVTn88HTdMkeUkvnVCo2lgmHo9LBM4CLNaWUAOJ/Ul1XUcikRDNGCZeGd3zfhqjLaMzYnRCVMNs9OSNEehpjkK/RL1xnqrzRP1MzUf1czLU/RmjE+O71W/8Ip77vwfw/wXwH5XP/iWAH+u6/q80TfuXn/7/fwfwNoDZT/+9DOD/+PTnUweTqFS1Y1EPq/o4cVkm7PV6RfWRXgcTkGTckDZpt9vx+PFj2Vc6nRYRMRYGOZ1O+Hw+7O/vw+PxSEcYcu5J8aJXZTabsbGxcUIrmw+GTBa1/R711+12u+hEqBoo9EoYjZB+ubGxgWg0KkmodrstGXKjR6gmYnhcDrICuL36u/oScGIZ+bOcSMawUPXCjF7QaaHmL/L3fsb8NEP6NKhGvS/GY6vfMZ6D+h1CClzk+718aiLPGCGo16J6fZSK4DxgJMi+AJlMRii+4+PjkjcZGhpCMpmUZKimaQiFQjCZTEK3JHZOY0mocXBwEENDQ2g0GlhZWRGBvq2tLemB8NprryGVSuHDDz/E7Ows4vE4Njc3MTU1JWJod+/ePZFgZt6H1eFk8ej6Z028yTdvt9siesV3gd2pGCW0Wi2ptN3b2xPdedYGFItF5PP5E4ulirdzGGHGX2Sx7+eZG713XrvRIeo3B08z8MZ3pp9TpXrt6jXxb/+3E6q6rr+nadqE4eNfB/CFT3//DwDexbFx/3UA/1E/PtOPNU3zaZo2pOt6Ap8zSB9kNjyZTELTjjUg2EWFovlOp1NakVGylrz3cDgMp9OJw8NDDA4OYmpqCuvr69JHUtd10byg9oPL5RKhMNIj2dWmWCwiGAyKN8FiFGbwyaenhrumacjlcojFYjLp6/U6nE6ntAWkJ8NJQnhF0zTcv38fgUBAZFTL5bI08Pb7/chkMifuG79vLE7i3/p5BcZtjIbeGHKqBo7fo6aL8RgqFkgmRr+EqjK/Tj0n1bCr16t+72n7VL9z2vX3e6mMxuBpUUm/hBr30c8T43coudtoNATi0HVdqrQpFUt1RXa9Z/GQWkxXLpcxODiIUCiE8fFxNJtNfPzxx3A6nZicnJR3hhTMVquF2dlZrKysCPtmdHQUsVgM+XweoVAIS0tLaDQa0hzmq1/9KvL5PLLZLPb29kSJlddksVhEIZIGnxAlnR3mmrxe74laFDLdAIiAntVqFSkSdpWy2+0iwKXm5IzG0Phc+y3w/H8/w2+cH7zPqudvxMONc7Sf42WMOnlu6rthjLT7vQMApLqXkVW/8d+KuUcVg50EwJYgwwD2lO32P/3sCeOuadofAPgDAKLfAkBgFsIVVHCkyNLc3JzAHaqxbLfbiEQiUqlJjLDT6SASiUhbLE3TpM8jmQmsZmV3J05URgmapgl/mOEnq02DwSA2NjYwNjaGbDYLs9ksE99kMklYSVoWAOnSziTa4OAgDg8PpZqWRtPr9WJjYwOZTEYgpH4GSF3F1fBR/d0IqXCozA6jEeNQDZjxp2rQjUkeQkz9jDb/r56j8f+nDfU4qvdymkdu/Du34eLVLzxW72G/RKl6/7hvVQBNjQL6eXjRaBRTU1MnDKXb7cbGxga8Xi9isZgsjqzT4O/UjnnxxRexuLiI3d1d5HI56T3MJtIul0vYW9VqVeSsCcMwCm232wgGg5ibm4Ou69IOjtDN+fPnYbVasba2doKxwiYlKnMkEAigVqtJfQh1YRh5EwINBoOSrNU0TSQXCB0BEGaI1+tFMBgUpdWNjY0TUZQRz+bz6+fxqnPWyPYyzvPT5hQlmUmUIHR2dHQkuTAWkB0cHDxhoNXjG98RHlN9L+n4kTk4PDwszKif/vSnfec68N8hoarruq5pWv+36enf+0MAfwgAHo9HN5lMwkZhFSeNos/nE1ybbbTo5WuaJiErtcpJxcpkMigWi5KlpzY6NTIoFKbrulDFnE4nIpEIXC4XksmkPIBAICAZ++3tbfn/wcEBRkdHReWRRp3MHrfbLTLDbAJMpTc+LEYHZOFQD3pnZwehUAiZTEYae6tGWDWWRo4thzqhTvPk1b8by/uNHgx/qkla4wKhev9Pef6nTvp+XjZfPv6NhlSFkIwLXj/Pud9xjIbduJ3xvhnvMbdVjUW//anPZ29vD3Nzc4Kx12o1oQwCwO7uLiKRCHRdF9EvAFhZWcH4+Dii0SgODg4EdyesQWGueDwuRpeQoqZpCIfDAiVSf4bNPsrlMmq1GpLJpCRlFxYWEAqFEAgE8Prrr+PGjRsYHh7G4eGhwEb0tAEIFEqHi9CR2reVxXnAZw3ZCR1RnoE1Imre6+joSAgFwGcLZz+2lzFS7Oc9GyETdT/qnOfcUhP7tVoN58+fRyaTgd1uh8lkEmIHdXiY8zB65acdV51HhO3Onj0rTuXBwQFmZ2dx4cIF6bb2tPHfatxThFs0TRsCwFKpAwCjynYjn372uUNt3Mtwj53b1S5KqpobOe8M28hDp+YKJUFLpZI0yKCMAHtKstRbbfBBcSN6GWSdsHFxLpeT/ECpVJIQmnDK3t6ewDoUKRscHJR2afTAo9EowuGwRAm6flzJGA6HUalUkE6nsba2JoVUvAdGj4XGVh3qxDROavV31YMxhq9q6Kp6vUasTzV4qtehjn7JJ/X8jbi/8Xz6eTaneVvqdqcZWeM1nfb9ft81Goh+C9HnRSz1eh0//vGPEY/HcfXqVUmqb2xsoFKpSN9cp9MpVc97e3vCWJmdnRXIEoDIYphMn8nT9nrHOi9s2k0DRN10vieJRAIul0uK3yYnJ/Hd734X3/rWt4RiWywWcefOHRE5y+VyGBwcRLvdxtTUlFRessE8CQKMnqlJz/eMipcs1mJ/UkKtzFORXcTuaEZopB8rSjX0xoVejfr6vQ/95pr6k0ngQqGAn/3sZ+LwARDnk+QM1blQz1e9DnV+8B1wuVy4ePEizp49KxLkmUxGeqeOjo6iVCohGAw+MWfV8d9q3L8D4B8C+Fef/vxL5fN/rmnaH+E4kVrSfwG8XYUVVI43V3EWQ9A7YSclFXMnfVBtP0aIhx4BOz4RhtE0TVptjY6OCktH13WZYLp+rMBnNpuxvb0t3N0zZ87g6OgIXq/3xOSih0UhJzbcaLVa8Pl8AjPpui50Rcr3Mvza3d3Fzs7OCX66MfOvGj5uoxoQlSljNJD9JrlqlNWJZvSG1eSsirtzqJ4Uv2f0ho2/G8Nj4/eMMI3Riza+wMZ7pm53Gv2t32fGEP60c1LP2fiiqvtV7y+j0s3NTZTLZbz44otoNpsIBoMwmUwiucH5SGeFc4JtGglHsgiQ0tj0jjVNO1E0RC+bxXPVahWTk5PweDz4wQ9+AE3TRBJhbGwMrVZLRMCA4zzKxMSE7JuGnF2jLBaLQBQ8hs/nEyPf6XQQDAZRKpWkTV2z2RRt+EajIbBlOp2G2+2WBtH1el2OqxpP48JsXIAJuxmfmdFbNj5P4741TTshIU7YyTgvjXNCjQD53vC8jHj7+Pg4zp07J3LCY2Njcu+Pjo5w48YN2O12XLx48YRD2m/8IlTI/4rj5GlI07R9AP9vHBv1P9E07X8FsAPg73+6+XdxTINcxzEV8h993v6B40nPnojsKcjqU+qskyfLEnyv14tUKgUA0ryDzbSBY8Oey+XEIzo4OJDWfJTXpaQuZU8BSNMCTTuWZGXSi+Jg09PTMJlMosAYj8flPNjcl5WF1HdWoRYKLLHAhElXlhdTe4aTo5/eC4fR0KhG2zhZVcNGrrC6D6NHZPT2+0EO6v45ST8vcap+x2jojQbW6HUbXxj13NT7ZYwSVFz9tASW8Rz6nVs/D149hrqdEV46zYvX9eO+qnfu3JFOP61WC+l0GuFwGDs7O/B4PEJdLRaLMJvNyOfzUpVNrjmdGEI5m5ubOH/+PBqNhojqqa0aCcMAwOLiIpxOJ7a3t0WuV9M0OBwOYad9/PHHmJ+fxze+8Q3s7+9jd3cXN27cEBG+druNQqGAer0umjFMphJaIj99cnISFosFQ0NDIo7X7XYlD6brOkZHR2G1WqWanAsa75savanPVTWmKkzDSmzV0Brndj/WjToP1Gdr3E5d1NV5we+S5s1t1d81TcOlS5dEjrnXO9bUikajyGazcn8B4KOPPsKjR4/w9/7e33viHNXxi7Bl/sEpf/pyn211AP/b5+3zlOOIOA6r1iKRiCSAqHzocrmwtbWFVColcAwAUVujPgurOKmhTYyWlXHcp91uFy65pmlYWFiQQql0Oi1eA8NCrqL0zNkVqVqtSvEGvftOpwO/3y+a7gxlyVsn/Y0P2ogdAidXfg7j70bM+zQYQcUojZ6tuk+j16MafiOkwXNXz9eYWFX32Q8OOc2oq9egfq6+2Or/+72YqiFloZpxceh3jNOiHm7bz8s3/lS36xcdcfR6x1K8xWIRv/Irv4KFhQVsbW1ha2sLZrNZKp9VPSNqs/MZMV8TCASEkDA1NSXV1mz/l8vlkEgkpISfhp5GmlpGbLjearXw8OFDOJ1O3Lx5E71eD1NTU1LHcfPmTZHrYJs6RtvZbBYzMzOYmJhAt9sVimav15OCQvaNZbUr9WecTqfkokqlkiRwafh1/bN8C50h9T1Q73k/2MW4wKpDnUvqPk/bnzp/+kXZ6jGNThePFQ6HceXKFVkE6/W66E+Fw2FcvXoV165dk/wi1TWfNp6JClWz2SwNZ5lY6na7ooRIbXMmb6iJ0e0eN9EgdphKpeQFZps7TdOkupXfq1Qq6PV6EuqxmYamHcM0AwMDsihwIpLuyMQruei6fky/ZHd3TdOkWxIACUXZKenRo0fY29s7kSU3sk3Uh94PclGH0cNUtzdOduOk5XdU2EFlfKgTlZ/TkKt6Kcbo4jQvVz2XflGH8WXo57GrHrq6nRFjZcSnwin9IJZ+ITyHer+MC6fxBVZ7y6rXoB7bGGGpCzND/rt37+LMmTMIhUJSCW02mzE1NSXOClvqBYNBFItFgWdMJhN2dnawtLSEXu9YlK5QKKBSqeDhw4dSmMfIdWJiAvPz87h//z52d3dP9Czt9Xq4ffs2isUitra2xOttNBp48OCBCPqNjY0hmUyiUCjIu8EGHA6HAwcHB2i325iYmJCIlvui5AejDja8sVgsKBQKsNvtSCaT8Pl8iMViwgZS77vxvTEmQ9U5YZwL6jtiNPT9omWjA2GE6vp58/1ySerfBgYGMDo6igsXLgiFOxqNSn6v2+1iY2NDUADaHLXR+mnjmTDuvV4PIyMjqFarQtGidCgFvajuCEBoRjTMxMadTqeUY9NrPjg4EONNCISVf6p8r8PhEMlSANJcW+27Sm+BixEnKbvEs5iJ1DZ68SySeu+992TBUlke6qRQDYTqnTISAJ6UIVWNmypnqhpDGmXVmKiT3ng8TuTToAXj81P/bvRejZCEet3GczHuv9+iZjSS/Txp3mP1ZTaejzqMxtcIn6jnqIbU3F419sYIQ43E+Px434zHTSQS4rmyGxGlNNgIRlVDHR0dxe7urjSND4fD2N7eltoIesh+vx+VSkUSn16vF+l0WmiVqkYLPWTK/LJeBDiudmXzanqWJEJwgWFrPjLdjo6OpH8q80okNfR6PdFcqlarJ8gT1ODx+/3SkY3QDQsQVQaLGp2q7wSdPa/XC7PZjEqlArvdLglkVT/9tEhN/bzfMz0tv2N8vvw/+0HMzc1hYmICo6OjaLVaCIfD8t39/X0MDw+jVCpha2tLoDmVgfS08cwYd3LXSd1i+EwWgPrwQqGQ8N7JE+/1eiJPmslk0Ov1pCqV4SZDXLbHo2cBQHBMTkhWjBJSsdls8Hq9kjwKhUIIhULQ9c/0M/hCARChLxrVgYEBaRYA4NSJ0Q+SMRoOdVKr/HajUQWeTNqox6IXYPRwjJ6w+rKoCWs+j34ettGzVY2sev3qMY0vAsdpRt8I/6iLkrrY0Yicxr5R9208D/Uc1ZeckYFxP8bFituo0ZTxuOp9qVQq+Lf/9t8iEAjgW9/6lkR85XIZxWIRc3NzKBaLgqFTG2lkZAStVguHh4cIBALiYLCvMBlg/JvdbheKLfu10qPXNA3r6+sSPQ8ODiIWi2FtbQ3tdhvnzp3DRx99hEQiIew1RnbUTiIvPRwOIxaLAThelLhYEMtn31dCM7quC/TJvgq8Z3TG1AjwtMHnwErYL33pSzCZTNjY2EC5XMbS0pLAu73esdoipRyMz9roHABPViWrz5J/Py0SdTqdiMfjWFpagtPpRLlcxsbGBl566SUUi0XJt0xPT6Ner2Nvb08agheLRYGwmC85bTwTxp0UInYkIpbEog3KmgJAOByW4iayB8gjZ8adlEcyDDRNk3JltRlwJpORZC21LNglh23qmKgl3k9JXrWDPPnzun7cEJm4PpPAIyMjcLlcQh1THzRw0ngA/XHo0yAVfh94spijHzyijn4FFBz9jCAXktPYI/0MovE5c6E2DmMUcdr59PP+aej5LI0LpzEsV/djXBDVBbSfUVd/p1ic8T6p18RtjIu0cTt1ASbu/Bd/8ReIx+Pw+XxwOBwYHR0Vr5v1IKTxsu8vnQyr1Yrh4WFsb2+LwaQXyybRNptNYBA6R71eT3oZsG4DADY2NuB0OhEMBrG2tga73Y5Op4OhoSE5Z7K+eB6sT6EgYDKZRLFYxNjYGKampgTOUT19Fg0yGshkMmg0GqKgacyh9YNZTCYTRkdHpUfC0tISAoEAlpeXhZDhcrnwxS9+EdeuXcPe3h4ikYj0XSYpw+gM8PmpMKnRGeo3F1RoMxqN4sqVK+j1ejh37hx0/Zgzv7u7i8PDQywsLMDpdOLg4AClUgkbGxsolUp45ZVX8P7778PpdEoTlv9pmnVQKjcUCiEajaLRaAheTa5trVbDw4cPRXvGZrNhbGwMAOQmUeOcrcB0XRfKpMlkQrVaRa933Kx5eHhYPBST6VjtMRKJwG63S4MLdjZiGKx20eGLRGYM8BmHudc77oXKqMJms0lorE4MnrtKKVQNhq7rJ3Bw4LPJZfSQ+3nM6t+MkYD6N/V46oQFcOL46ktlNPb9vHH1XNRkpjqM2xnPzRhd8Dz7eW+qh67mEYDPFqfTzk+9v+p58acxYdsvOaouIsThVaZOv/2q31U/p+yurh+X4C8uLuKVV14R3vrjx49RKpXgcDiQTCYRDodhMplwcHAg0a3P54Pb7cbe3t6Jpu0kFExNTeHx48ciUU0JbOadqINEOITVrqurq9LMg9Fsr9fD6Oio7IPd0MhIY56KiVVd1+W9cbvdsNvtODw8xIULF0Rx1WQySRTNaJhCY5qmiYpqq9WShWZiYgJzc3N49OgRdF3H9PQ0Zmdnsbe3hwcPHog2/ZkzZxCJRPAf/sN/kLwce0qwFoVRuTHCNM5bo3NgdBp0/Zgh9LWvfQ3VahXJZBL5fB5+vx9f+cpXpGEQezYcHR3hnXfewcDAAM6fP4/V1VXoui7y0A6HA5FI5In5r45nwrjTU+Hkf+GFFwBAsvX1eh0Wi0Wwtmq1KrSuzc1N6bDEh0CcnF435U1VTfRe77ivJSvBSCnb3t4+Qc9ieTHlTbmAOBwOlEoloamZTCbRfqH+C3ugsj3WF77wBfzn//yfT3ivqnE1JmzUv6kTqB+mzmH0avnTiNOrw+h5AE8mCNUFoV/S1ng8o2FWz1ntNG+kip3mmRu3NS4S/YynirkS7jOG2MZz7jeMC4q6GKv74+dqhGU09Ooxjfdc3Y/xs3a7jUePHqHZbGJ6ehpf/vKXpWCmXq+foPSOj4/Dbrdjd3dXqIRDQ0OIRCLY2tpCoVAQHHtra0siT7PZjGAwKPksl8sljBzgmCa8sbEhBXxHR0fY3t4W2MXlcmFjY0MMPqW3CVVSfltVi6QjFolEpDLcbDYjHA7DZrNhb28PZrMZFosFd+/elaRiJBLB3NwcXnzxRSQSCayvr6PdbmN+fl6EyWgT1tfXoWkaMpkMLBYLXnzxRbz44otwuVzIZDKIRCIio03IY3R0VKp22RKQMEg/I66+G8YInJ9NT0/jjTfegMlkwo9+9CMcHh4im81idXUVly9fluhldnYW7XYbW1tbuHz5Mr797W9LH2RGZV6vF9FoFE8bz4Rx50pKjLBarco/9eawYpRGQK1M5X4ACDOGndwnJiZELpWSpZz09OZYSk2PlB43EzuMCIBjQ0IDzupRhkuUQCAnmREES8KDwaDkBDgIK6j/V6V/+00Yo/dp9CLVUNAoWctjqN838t77YcP9zs84gY1D/UxN0Bqpl/2SxMbrNUJMxpDceHzjYsbtubgYoS71/PpFM+qxmY/homRkvqjHP23hMF6Peo7Ge0YBus3NTWSzWZw9e1bkfZ1OJ7a2trC3t4eRkRGcP38etVpN5DeOjo4Qi8WE3dLr9URviRAFcyn00KnzwncpmUyKHAIjX1IyqQfDZK3H45HqbPYg4LtGSjPJBh6PBzMzM4hEItje3hbhs2AwiAcPHogz5nQ6MTIyAk3TcP78eSFALCws4M6dO+h0Okgmk/jSl76ECxcuIJFIYGxsDCaTCdevX8fR0ZFEG+Pj4yeYcOl0GvF4HMlkEu12W2RQ3G63dM1ir4dcLger1Yr5+XmUy2URfiPVU3UwjFG31WpFvV5HJBLBG2+8Iee0vb2NbDaLCxcuYGVlBX/8x3+MWCyGX/qlX5LnRiorozhNO9bcedp4Joy7rh83xy6VSoIhsukE8XZOPrvdDo/Hc6JjEY3u0dER7Ha7YPLk3h4cHIiRo+yuasxCoRC2trakeIBl3+12G263WyIHnhtpaK1WS1gyxN+pM0ED4Pf7YbVaYTKZkEwm8cILL+Dw8FBCxuHhYUxMTMDtdovRz+fzkhEnA2F8fBzLy8uifslz509jSK9CMEas3rgAGMNK7oefqYaLE1b1pp8WCRjhFKNR5+gHp5y2T/6fLw6vg96nEW4xRgL9wmkj5KL+Xf2eel+M99NICeV2KpSlbq8mxI0LQL/ogzBgq9XCn//5n4t3ef78ebz11lv4q7/6K5w9exZ2u12K8piEazQaGBsbw+HhIcrlMpxOJ0KhEFZXV2EymUSci0lFGpFeryfVrRTyolcejUaRSCSkXyrPN5VK4eDgAMFgUN4DOlc+n0+gDp/PJwyYra0tecasXC2Xy/B4PJifn8fY2Bj+y3/5Lzh//rzoOG1vb+PmzZuYnp7G9773PWm9OTQ0JAJ+Dx48QKVSwa1bt0QSZGhoSOoBLly4gJ/85Cew2Ww4PDyEph0XLy4tLWFzc1NIBK1WC/F4HCMjIwCOWUNkHGmaJnkDig/yXvBnr9fD6uoqyuXyiSYtly5dQqVSwbvvvivibq+88gq8Xi+2t7dFpI19c8vlstjCQCCAp41nwrgDEKPIm8R+olRv1LRjvrrJZBKpUGLxpHzRI6e30W63RQCp2+0iHA5LwwGHwyHqkSaTCZOTk1KoxPZ7KjtmZ2dHSqXZeYneClk29HrYVIRQDxt0k3UQCASkUfJbb72FWq0mHOFMJiMd4tngm9+9ePEiGo2GTBKVjQOcnlA1GmyjkVQNtOqVq9/pZ3jUz1QYx3gOxihFNeCq198vianCIP2ujUa+X2LTuMhwATEWv6jbqhi5eo0qDGVcBPsZbWMUYjxOv/uo7l9dEI0QUqfTwaNHjwQrr1armJqaEoVHVpLm83lxgsxmM5LJpODexHgpR0BHhoaYyodknfF9NJvN4jWTuthqteTd9Hg8J+YjBQB7vZ40vDGbzdjd3ZUWfUzcDg4OSn/gmZkZqUu5ePEilpeX8Su/8iu4f/8+Xn/9dVy/fh0Oh0OYQ91uF0tLS3j33Xfxy7/8y7DZbNJHuVQqSR/ibreL+fl5ua5arYbXX38dd+/eFefvzTffRL1ex+TkJO7fvw/gWFZkc3MT4+PjiMfjyGaz0hOXBWVM1vJZqvPbZDJJox4+U9K2X3zxRZw5cwZ//dd/jdXVVVy4cEGEBwknF4tFnDlzBqVSCaurq5icnMTs7CyeNp4Z467CMBaLRRpvMPxlFVw8HheKIwuemFEnQ4UCRCoXudlsolKpiNRuqVQSzm273cb09DQSiQQODg7EIHBhYcXr6OioeC58QXRdl0YCZPvwAY+NjaFer+POnTtSaMJogxg9sbxyuSyJV9I1WZnHBYPdqc6cOYN6vY7V1dUTQmr9PNKnGQmgP+5rTOCqHqhqEFWDqhoo1cgZvXV1G/Vfv2EsqKJHqUoM9PO41QXGCB/xvPvxoZ8GMZ3mhasLZj/DrEI2RuhFPc9+C6b6rE5bKI6OjhCPx0Ur6f3330coFMLy8jJisRisVivC4bDMe9ZdrK+vIxAICIWS8CGdCzLDXC6XFBTZbDZpXk36JQuLmOQli40RMJOyzIGRdkjaMqWwr169Cl3XEYlEhMMeDAYxMTEhzTp6vWPZkQ8//BDT09PY2dlBJpPB+vo65ufnpU/y3t6edEW7ffu2NNlhYSO97UajIRo3h4eHiEQi+MpXvoKtrS2R3/Z4PEgmkwCOF9X19XVpHkRhQ1VdVn1mRueByATnEe8Vue3nzp3D7du30Wg04HA4pK9toVBAuVzGwcGByFMw5/i08UwYdxZMuN1uzMzMyGrZbDZPTMxEIiH6FGSdEE8vFotwu93I5/NSokzKFxeBTqcjk41GlFjg2tqaCJXxH9uHkcLERUb12vnQ6P3whWo2m1hdXRWvgg+50WicoGfmcjmROKDAk67rslDNzs5ie3tbqnFpUAuFAubn51EoFJDNZkWQTOUFq3xvGhigv/fI3/sZNyMbRjWERkxfNabG/anQj3ERMHo8xsWo1+uJh65i26rnbowIjDkG9bpUpo/682nwSL/PjIujcR+neew8R6MG/Glwl/G8OCi3EQwGpXMYmWb0Klk/Qnze7XYjHA5L9SujT74zAMTxIc2S94xODI3T8PCwfF6v19FsNpFMJsVQMxIkxEMNebWyudc7LgSMRqPixd+6dQuvvfaaGHIuUu12G7du3UKv18PGxgZyuRwuXLiA3d1dHB0dnejy9NOf/hThcBjXrl1Du91GOBwWeiT7I9vtdkxPT+Pjjz/GxMQEXn31VXz00UfSFa1cLgv2znuzsbGBcDgMv98vCAFJIeroBwtWq1UpUiPtM5PJSEOf2dlZvPrqq1JAyb4RIyMjmJ6eFvtz9uzZ/zmKmEiTIo5GbjuTMRTQ8Xq94ikwrOJNoZevYpiERtggW9d1ESGq1+vibVgsFukkr7Igjo6OBPun9vrh4SFisZh0kie9j+EqGwkwFOakJ72MvOelpSXh/ZbLZZw7dw69Xk+8Coa0XCiazSZmZmaQzWbh8/lEamFsbAzxeFz6Yq6srAh102hMgZO4MD83NrwwGkRVu4PDCO0YjWc/qEINUclgUb/PoS5GNN7AySSxem1GaMoI/RihIiOM1c9bVvevHvu0CKGf924cRghKjT7o5RthKZ6numCr0cLly5cxNTUFi8Ui3b+44NKRYL0IPeJCoYBgMCgUYU3TThTg0YFiNMCaD5PpuINUqVQCAEk60slhcSChL7P5uA8wAKH99Xo9EQ/TdR1erxcXL15EpVJBPB5HIBCA3+/H+++/j2vXrqFUKuHFF19Eo9HA/v4+bt26JQ6Zx+PB7u4u7t69C5/PJ/osuq7j4OAAmUxGihK5uE1MTKBWq8Hv98NkMiGXy6HZbOLcuXMYGhrC2toaAOC1114TGeT19XU4nU5MT09jb28PAwMD2N7eRrlcRigUkvvE+6DOaXV+OZ1ODA8PSyHX5uYmACCRSGB3dxcOhwPj4+OiL0PJiR/96EfSF+L9998XFU/q2p82ngnjzhtQr9dPZKk7nQ7OnTuHZDKJTCYjOhmEblwuF/b395HL5RAIBMSo0TgSx5uYmJAGBarnXqlU4PF4EAgE4HK5UKvVRA7V4XDg3r17gsMlk0lJ/vR6PZkU1LqZm5uDyWSSikFmstlujMwAttsjDEPaWbVaRTqdhtfrlWYH8Xj8RBJ3Z2dHoJGpqSkJ2QCIVzYzM4NCoXDCi1ANpdHr7WdMgCfxeqOx5cupGnQj/AA8WXylRhJGj91ozNUqUCMsYoQ11GQsv29ckFSv2AjJ9GPyGPdvlI1Vr80YNRgjFuCzMF09lnoc1Vs3Ri3knavXY7fbMTQ0JAaYyTbCBDTspNEBkHaR2WxWmB48T8IE1Hun6B1xfU3TThToFYtFrKyswOPxSKSrNv5gkxzOWcI7lBNhNev4+DgePHggQn2adkwb3NzcRDqdFsrktWvX8NOf/hTBYBCTk5MYHByE3++XKs/R0VE4nU74/X48ePAALpdLoJ+BgQG43W4kEgnMzs6iUCjAarXC7/fLYkWHY3p6Wt7h3/qt38IHH3wA4NgI6/px/svn86FQKAgDiNInRrum/ozH41KABkCqeJkv/OijjzA/Py89cbvdLkqlEt544w1sb29Lr9tXXnkFjUbjf44iJnKQSVPkZKS2xuLiInZ2doRFwlV4eHgY2WwWoVBIaFtOp1NgDbJlSHECIFWifFkoh1oul5FKpdBoNET1jqqRXq9XWCrsQk/ZXhZfffLJJwL9sI1Yu91GsViE1+uFx+ORhsVMajWbTWjacSEGNXD48rZaLZF1Jb43PDyMdDot/+fgfePidObMGQwNDeH+/fsnjIjR4wWe9DD6hZIc9AiNHqbRWPJ3Gmf1OavDiFGq56R6qkYPXDX23MZouFXYQzXK3LafgTUucMaFST2Ger7quarbGqEtdb/qPVcXxNPgFxVG4nkTK2dlJzVTCEPyHBmtkTrscDikmpRUxqOjIzHG5KKzZ6laG0Knhe8r9dlJVGBfYo/Hg1arJboxvO+apsm7+fLLLyMcDktT8D/7sz/DV7/6VczMzGBubk40bx4+fCgRusrnd7vd6HaPW3AGAgGUy2VhoSWTSYyOjqJWq2F5eRk2mw2Tk5MIBAIoFotCWHC5XBgeHsbDhw9x9+5dRCIR+Hw+fPzxxzg8PES328X09DQODw9PUK3n5uaksQqp2EbniJ/xczbnIe3a7/cjGo2eSDCn02n84Ac/wJUrV5BIJPDgwQO8+uqr+MY3voF33nkH6XRa2EPr6+tPzBN1PDPGvdPpnOgYw1WVKxYNoUoNo3QpC5UIk7jdbsnmqyp05NLrui6ec7ValaQkvRzqcgSDQQlvAYgHQBpkOBwW7j29i1qtJvtwOBw4c+aMvIgm07EkK/FBt9uNXC4nzX9JOeN5snkxPyN+quKVlB6mDgcLp1iyrnaFMeLZ6uC95e+qMaRHoxph9f8qxGA8htGIqouHEQ4yGsd+BlWFLziMHrT6Oa9BZcCo+QOeN/ehnr8K23BhM8I23AePbTT4pI2q59bPy1evV10g1ftmXDB0XUcqlZLCH9X48NgU6Go2m1KURGycUY7JZBJjrzbepjfPehFGwmS5sOtSt9vF0NAQMpmMeNJknBHv17Tjak+SAs6fP4+xsTHRop+amsJbb72FlZUVnD9/HkdHRyJDsr6+jm984xv44Q9/iCtXrmB5eVmqyInlk3ig68faUqzaJUuORIdoNCpVs36/H7lcDqlUCna7XXSmpqenceXKFXS7XXz44YfifM7NzUl1PKmkhLAajcYT89I4HA4HfD6f9F7l4njjxg0sLi5icnIS9XodhUIBKysr+PnPf45SqYRf+7VfE/YOk71Uwn3aeCaMO1cxTk6WFxOLJzVS0zThmabTadmeQl/sPsM+paRMkoXC42Sz2ROtyBgtUBmPuCVDSyYuGJKWSiW4XC6cPXsWHo8H6+vrghmurq7KC5PL5RCLxTA6OoqDgwNJ4hYKBSnNpudFbn4gEBB+MHF/h8MBv98vla6qLAMns8lkQjQaPdHhnh4X73G/5B/Q33s3whlGaqA6+lERuQ8j80bdr9Eoq7AEjUY/T9oYXRiNoNEzNkIn/P9pFbE8vnrPjN41z0eVHjZ66kYjbrzf6nWr16ZCVapWjnqNvOaVlRVMTk4KnFetVuHxeATOK5VKCAQCwuhifwRCMswnkTJIY0yo0OPxwOFwnJABIUuDhX3ZbBbRaFQqSt1uN8bHx7G/vy/0YlaZBgIBXLhwAYuLi+j1erDb7Xj48CEODw8RDodRKBSwtrYm17iysgKLxYL5+XlMTk6i1ztWkL13756w4uh0kerMQsejoyP4/X5JXLpcLtjtdgQCAYGBf/azn+HWrVv4/d//fRSLRXz00UcolUp44YUXMDg4iKWlJalcdblcSKVSeP3111EqlZDL5RCNRmURUeFANfrkfKDzRSeu1+uhWCwik8lgcXERoVAI9+7dw/r6OjY3N+HxeBCJRDAzM4N0Oo2PPvoIly5dwtTUFEKhkNjC08YzYdw17ZiWZLPZMDQ0JFTBQCAAp9OJRqOBgYEBuFwufOELX8CjR49QLpfFOz08PITT6ZTkKxOoAIT8z2QlZX1tNpv0qWRZMQuGyPnVNE2KCXq9nqjS+Xw+jI2NiTwCoZaNjQ1p7stk1cbGhsgcMNM9Pj4uCSq+KNSooZcFQLrORCIRaTE2NDQk3hr3cXR0JN1vyKvnoshKQLXS9WnehRHLNj4n9XcViukXFagesLo4qEZbNZo0lkYDp3rrRmOvFjIZowz1u8CTevnG61FhHGMuQF1Q+kFGxmiF97If/KXmGngd/SKPfp6ZMSLa2dmB1+vFuXPnRIaASXoaVAAyJzudjsAwLOijJ09pDeCYwTY0NIRmsynvktVqRTKZFEeDPG1WWsZiMUxPT0tk7Ha7BdOnVz07O4u5uTnht5tMJpw7d07w+Gg0KlHG3NwcHjx4gO3tbWxvb+Pll1/GH//xH6NWq+Htt9/G2NgYrl+/Lg3GPR6PqGVaLBbpIOX1epHJZETRkpGuruuIxWJIpVJ499138eUvfxkOhwN3797FjRs3pNVmp9ORpKzL5cLy8jKGh4cRDoext7cnRVzGSFSdM7RJTLry2W5vb8siVSqVhJNPxczf/d3fhdVqxePHj2Gz2XDlyhXkcjmBhp82ngnjbjabMTMzIwmbcrksZb9LS0v44IMP5MF9+9vfRqvVEuiF5dUk+h8eHkryhAnUeDwuN5QeMnun0jCFw2FJQAHHD4TlvvS4ASAQCODy5csYHR3Fxx9/jGvXronh5MMjT50YIfu/svhB1b3pdrvY39+H1+uVxiP5fF4wUxZqJJNJeVmp2cGiCTId2A0qk8kIPbGfQefv/TxX9e+neZ3GRKj6OZ+nEbpQq4LVSW9cRFQP1rhQ9IseVIYTPSd1GOEoIxzUzzir59UvZ6BKUj8NruJnqvHmMbkfNdFt3BfPh38zLlp8X/x+v2gwEYrJ5/MIhULCjiGmzn04HA6hGFM0jIacOa9AICCNrPkueDweqRJnVyAAKJVK2N/fl8YahDoIxwSDQan0zGaz+OSTTzA0NITp6WnpopZIJPD+++/jy1/+Mkym4+5EjBZ4v3/jN34DN27cEB2Zzc1NWazUwkayW4aHh1Gr1XB4eIhOp4PvfOc7mJycxOjoKGw2G/b393H16lVo2nFlKhee8+fPo9vt4jvf+Q4KhQIKhQKuXbsGn88Hs9mM/f19ieprtZpoURnnNN+L119/HYFAAOvr65ibm4OmacKoe+utt0TfqlAo4PDwUCQGyOqh9DL196lS+7TxTBh3AKLyyCScKhdAhbtQKIS1tTVJlFosFukUT445QzEmROv1ukQFExMTUmVKY80EU6FQQCgUEoiG9EWWfXPfAwMDSCQS2N7eFslgenrUoAkEAvB4PDg8PBT+O5sNs4VgLpcTrYyRkRGYzWYcHh7CZDJJBaDFYoHP58P29rZUAlKp0mq1IhgMiseVSqXEY1MhEqMxILWRGK3RU+83OdXRz6vXdf0EPMEJrQqkqTg38GTxlGq41PPoB3UYz0u9XiM2bYSZjNCKanT7iaWpLJl+52L0wvk9FQ5Sj2d8FsbFhduq96Of989B6QvgmH9NfLjX60lSkxTcbDYrqoIqvk6J3kAgIP2D6RyRysiCO1Zj1mo1jI2NYWVlRfJehBy5cBwdHQlNmaX1o6OjaDQa8Pl8yOVy8Pl80LRjiYK/+Iu/wPDwMGKxGFZWVqSVXCwWw9DQkFSEfvnLXxbohToy9XodlUoFfr8fIyMjkhCmbtW5c+dw9+5d7O/viwENBALY3t6WaP2DDz6Ay+XC0NAQHjx4gKmpKXzzm9/EJ598gu3tbfh8PqFj93o9eScZlZBMoTqInAeEp7rdroi9hUIhXLx4Ebu7uyiVStC0Y8776Oio5NPYvero6AiFQgGpVAovvfQSOp2O5FZOG8+Ecdc0TTjrNKr0cCuVilB+mGTlZMrlctK1yel0wmazCUd0f39f5ADYzJqFHSxWYohEfXcaamLaJpNJqlopfpTL5bC1tSXaEFTRCwaDQhlj8nd4eFi8fiZyz507J00MWMB04cIF7OzsCLTk8/nk+qlRz0HtnEgkIl2rzGYzstnsCaE1I97M+3waDa8frNLvc9W49MO++X8afONxgJPFP0aM27hf1XAajT23MW6vXne/ayJUY4Sq1DBXXSSM+LnRk1aPYzTGxvPuF0mo2xmrctXnqB5LPZf79++f2D/3UyqVcO7cOQQCAeTzeelHSu1yFgzx2qnlouZ8aIwoMUspAo/Hg06ng7Nnz4rDxapqOke8x5p2LPI3OTkpLI/JyUnMzc1JOX0ikUA+n8elS5fg8Xhw5swZvPPOO0ilUtK0giwzGsOhoSGMjIyg1+uJQaTRXlpawsjICJxOJxKJBEqlErxeL0ZGRvDo0SNZ0DKZDILBoODvrEQPhULIZDKYnZ3F/Py8RHyhUEganxDSInWb7z/nkQpZ0vseHR3F9va2SJjQ9rXbbZTLZVy5cgX/7t/9O4TDYfzTf/pPEY/HJVIhgcNkMgk0+7Tx9HTr/58GccBCoSA0IYYplPyknADlQVltxtZZDocD6XRaqko5wQlvhEIhBINBxGIxgUtI6+PNbbVaklRlQQYbdVcqFfEUmG1nAQOPSZ0LatsUCgUkk0kMDg4iFAqJZnUsFpMSb3rd586dQygUkmpBu92OmZkZqU7lNdITYUVhJpNBIBCQ5KqKL/fDlI2QgXERUOEVIzyj7pfGTY0GjNtx6PpnFbfq4qMaPTUJasS8+0UK6vmpnrZqXFXI47QIQjX2xmOoNEo1MlGLqtT7pf40LirqfumxGxcDI/RkxP35Tz1v1ctXt+92u8jlctjf35eKauCzJCixXRqXXq+HsbExgUJolAnTqIssmV/AscPFhCuFwNLptMAqbCJC5UkKZ7ndbuGGW61WfPLJJ1Lf0Wg0kEgk4PF4YDYfd0hLJBJIpVKIxWKw2+3iALFpN3u0VioVHBwc4NatW8jn81LIZbfbxTmcnZ2FpmlSN8IIIhgMAjiWGv/oo4+wvb2NfD4v+jtWqxWPHj0SHXVG5uTE8z1QnQIAIozGCvxIJIJsNitwqtlsRiwWg64fUzi5cOZyObzzzjv46U9/CpvNJnYonU6Lc/q08cx47p1OB0tLS9JAgxNB0zSBRNgWT9M0aQ7g8XgQCoWEz/748WNpluFyubC0tITt7W15OA6HA5VKBU6nE5OTkye6MaltvMg59/v90DRNtDccDgeWlpawtrYmCRZikxQQYzVsLBYT7jHDq4cPHwrUU6vVpMNUrVaTQqz5+XlhFhBzK5fL2N/fh67rknDmebGxCO+l6tlxGL1X40+joeG+VONhhCBUz1PdxmhQ1f/z+ypt7DQoyGjgn3ZuRo9YPa5xoVMXB/X7Ro+5n5QCz53bqclVnrMRJlLP5TRGhXocHlv1/HT9s7oB43Pi/ilTrRZ+UYCKRU7kdzNP1el0MDIyIs0wNE07wVDj9zkHq9Wq8MOZRFSfLQt0GB2T/pfJZIQGyHqPnZ0d5HI5HB4eCpWXSV+/34/p6WmpMdnY2IDNZkMgEMDw8LC0HaTsSLFYxPnz56UlXb1ex6NHj3DlyhWpfD9z5ozkwB4/fox0Og2Px4NoNIpUKoW5uTlMTU1hbW0N29vbyOVyWFtbw8zMDMLhMABIAaTf78fe3p4UUDE6V9tQqvMpn8/jO9/5DsxmM95++225JmpNeb1e6fK2tLSEVColNobPlUVZrOAnZHbaeCaMOyfF7u4u1tbWREkuFothd3dXepWy9RRDJxpxn8+Hzc1NwQVJCSyVSrhx4wYASGafBU3UsjGbzZJdp56Gy+US3I/UQlIU2+02xsfHRW2Sla9UvKMnxGILq9WKvb09TE5OIhwOI5FI4Ac/+AESiYQY4NXVVbz55puYmprC4uKinEM+n5fKPtVzI5eeL++tW7dOhOPqUD1z1StUPU51Ww41adjPWKn74Wcqc8VoMFUvVzXE/Zgip/08be7wXNRzPc3zV8+/Hy/ZeE79Fhga9X4LEr/fL6msGmf1fhr/f1pkof7duIgx2uTgOR4eHuInP/kJAoEAstksXC4Xrl69isHBQYFfCFHQ61YXSUoXqA3fmftRm9j3ej0REGOZfSwWQ7lclvySyWQSUS8mJuPxOHZ3d2WuFYtFeY8cDgcuX76MH/7whwIfnTlzBh6PBzdu3EC9Xserr74qhYnMrSWTSQQCAWxtbWFubg6PHz9GIpFAPB4X9dmFhQVsb2+jVqshkUjAZDJhf39fkp0LCwvY29sTfL5SqUiTk0qlglKpBJPJdAIdYBL0NIpts9nEzZs3JYGr6zpWV1dF3oDoBDn4mqbh9u3bAi9TC55SE5RSOW08E8adLwQ5t5p2TEGcn59HKpXCnTt3ZLupqakTRUPEHJlcaDQaqFQqcDgciEajJ6hK9JiJX7HxNSvyqHjX7XYxPDwMAKLZHI1GpQ0Wq8woMMYkar1eF1ytVqthb28PNpsN+Xwef/7nfy7dmyhClk6nJbn7ve99T2hb9LTUPq65XO6EYTFSA/thvfzc6An2M3bqz37hv7p/1bgZv9fPyzYey/iZet5GA3ba9fQz+Kph75dbUI9nhD14Xbw2Y5JUPZ56b4yQCF944745jPfuNCqlMSIwRjn9nuFpi+/u7q5EfWxLR29Q0zSk02mp9mQbSofDgUQiIe+ky+USo0sO+dDQEPb39wFA8lSkP1IyO5/PS+ekyclJ7O3tiYHnO7y2tiYQKSEJznnKGlssFrzyyitClgiHw/j+97+PXq+HqakpWQzYDOSll17CxsYGPvzwQ+nEduvWLXzxi18UfSbKfo+OjoqmDOESSpKwFgaAFDNarVak02nJDzKZTGez37PgMyN8Ozo6inA4jOHhYSQSiROQS7VaxezsLLxeLw4PD9Fut3HmzBksLi7i0aNHuHv3LhYWFqQD1mnjmTDuqiyppmlSGPHDH/4QwGeePfUoAEiFF7uyq3rQ5HyTrkTjzSw9QxuGqEyeUvuFineUFfb7/ULX6na7SCQSmJmZkR6WpHkRa/d6vWJMx8bGnsAtz58/j4ODAxEMSiQSgv0Tr1TxbCPm2c9g9INAOOjR88Uklmz0NmlUVIaI+nf+X53Aqkf+eYZd3YdqUPl/o0dvNMiq4Ve3NXrST1sAeN5Ggwo82WOVQ/XkjaMf/KUeo9897kcLVT1zI9auGm9+z1gcpkZI/RYCfo9t3c6cOSPvFMXA6IV2Oh1ks1mR3CDGXKvVEI/HJXqmw0RWjMovB4DNzU3UajV885vfhMl03KxmaGhI1E1dLhcePHiAW7duyblbLBakUin4fD6srq4iFApJJWckEsH9+/cxOzuLmZkZWCwWkei22WyIx+MAgKWlJVGkHBsbQyaTwccffyxkhWAwKEVTS0tLopJ5+/ZtgUnL5TKGh4dF9psV4sAx1k55EGLlJpNJmpAbF2j1Oezv7+Pu3bv41re+JX1Rr1y5IrUp8/PzODg4wMLCgqhusoPW7Owsvvvd7+LSpUuYn5//v99DVdO0UQD/EUAUgA7gD3Vd/9eapgUA/DGACQDbAP6+rusF7Xhm/WsAvwygDuD3dF2/9XnHYTUovSZ6BgxnIpEIDg4OZPUkXZCNBWhcKOblcrmwsLAgEgW6rsPpdKJer+Pll1+Gx+ORLu77+/uSUAqFQtJiLBwOC92LGsv0ynhOwLF3v7e3JywC0s8ox1sulzEzMyPC+0zgqJrRACQBazSYRoxXNWiqIVSNjJrcU/VgGGr3gwOMiprq5DR6wsr8eKKQSDVqxv0YjXs/KILcdf5dHaqx5P+NUEe/0W9x6Ae58J7ymlRv3rhoGSGpfuqZ3Lcxqdsv8uHfjFWv/SIMLtKnQTmnLYbqPWOhDFtDEm5RtVeo424ymcRJUq+TVdW8ByyoI3e+VqthfX0d586dk0YeAwMDWF5ehsPhwI0bN4Rlwut68OCBtM8zm80YGxvD8PAw3G43RkZG5H0HgKGhIVy9ehX379/HX/7lXwKAsM6+/vWvS3EgFzC73Y7V1VVsbm5iZmYGCwsLgqO//vrriMfj+O53v4tMJoO9vT2JEgYGBuDz+VCpVNDr9STPVSqVRPpEdbLU6FEdvd5xVWqpVBJtGQqE0cnc2tqC0+kUokYwGEQkEpH+rjabDS+//LLItZw2fhHPvQPg/6nr+i1N09wAbmqa9kMAvwfgx7qu/ytN0/4lgH8J4H8H8DaA2U//vQzg//j056mDL5GqhUFhIq/XK8ptAwMDosHOLDs9amLQ0WgU+/v7IopPQSH2SmSjAd7MQqEgjT7Gx8dFwzmZTKJarUrYOTY2hhdeeAGlUgkrKyvo9XrS5kzXdbz00ktoNptYX1+Hrh9THt1uN9LpNMbGxhAIBGCz2XD79m3R3CDmH4vFUK/XJdnEfRgN2Wnes9GQ9oMiOPqFijQAqkGlt2+crOp+jd6iuhj187rVc1ANjXFR+EXgCuPoB8UYve9+C2G/xeM02KMfXMTPjPg974PRyKqQj/G+8zP1GfZjPfFa1MXYeI/Vbbkfbnvv3j0Eg0Ep+lErqu12u+Dnfr9froEyu9RiomQGeyeQI8/6DkbVFPej5nyxWJQ+yQ6HAzMzM1hbW5OqV13X5T2pVCoStf6jf/SPkM/nEYlEhP9ORy8Wi6Hb7YqKJHXs6VBFIhHJCzx48AAvvPACFhcXRa6A8CiVMF988UXcv39fhMsGBgZgNpulKZCqy0NKIxfJftEUf5LC/eabb0oCmwqdrCGYmpoSjXzmGqampnDu3Dn8+Mc/RiAQwNWrV+FwOER757TxucZd1/UEgMSnv1c0TVsBMAzg1wF84dPN/gOAd3Fs3H8dwH/Uj6/oY03TfJqmDX26n/4nYbFgeHgYmUxGCpKazSby+bysjC6XS/qMksnicDikcpUJQFZv0bvmw+CNZDIEgHgAXETY25SJIk07TvAAx3oaKysrkmAymUzY3t6Grn/GYjCbzULTYk/Wubk5AEAymZT+iI8ePZJKWWroHB4eotFoCEMIOOmp9TN2NMBs8mE0fGryUjUWRgOmGgEVslC9ERqm0/Z1GuyiGhejB6oabXW/xijE6H0aDe9pHq46+nm3/TxaI5TCe6Bem5GuyOfQT9BMvQ90BIyLRL9jG6E2dTvjT3We8LzU39WFTdM0EbmilABzWDSaun7c25f8dlZS8tpZrMPFgQJ7rAJ1u9148803pX+rw+HA7u4ugGMaJSPl27dvY2JiQgoQiWObTMeFWLVaDU6nE0NDQ+h2jxt+1Gq1E0nOTqeDsbExaJqGV155BX/2Z38mfVSLxaLw0N944w185zvfwd7eHhKJBH7nd35HzsftdmNxcRGffPIJPvzwQ3z9619HKBTCzZs3xXGkhDYp0awWZfMSLtpGp0F9Pg6HA2+99RY07TinxibeZM2Nj48jn88jm80iHo9jYWEB+/v7qNfr+Ju/+RtBN+7cuSNdoJ42/i9h7pqmTQC4COAagKhisJM4hm2AY8O/p3xt/9PPThh3TdP+AMAfAIDb7caZM2eEmXLp0iX88Ic/FPyb3YyGhobw5ptvwmKxYGNjQ6pQv/rVr+L27dtIp9PY2dnB1atXhdpIxUViZ+SITkxMIJfLCQ1yf39f2Ckej0ewfSY02cKrWCxKsjWfzwuzhzowbFUWi8WEgsXelWNjYwKRkIt/cHAgFaiqoVNf9H6UPNWIUv5Xfan5HSPrQ/WUjfsHTjZtVocRolC9VSPswHPhcVWIyHgNRqPO7dTrVfenbmeEQAzz68RiZDSm3Ma4GKmfGxco3iueg/p3/r+fBg732c+T5/eNi1O/8+Vnxkpa4376PVfeVxYT6bouOaRWq4WNjQ2h8Q4MDGB0dFQYMuxZABzjzcSrI5EITCYTgsEg1tfXhQJMR2p0dFRgz06ng2vXriEYDGJ8fFy0kTY3N9HtdnHv3j1YrVY8fPgQbrcbq6urGB4ehsPhwOjoKAYHBwVGarVaWF1dRbVaxcHBAdbX18VTD4fDODg4EKok4VGLxQK/349YLCZNP65cuSLRM3F+TdOk5R6JGK1WS3ot05ZwoaFsg/GdMUZ7APDSSy/hypUr4sGzIMvtdguziUxAyo0sLCxgd3dX6NS7u7u4fv06er0eLl261Hfuc/zCxl3TNBeAPwPw/9B1vWx42XRN007nq/UZuq7/IYA/BIBIJKKzhJqC/5w8xLxGR0cxOzsrAl2FQkFKkhOJBAYHB5HP51EsFk/0QWVVGSlSXq9XWvaRBmk2H7fRY8FDr3fc5/HixYsoFouS6KTSpN/vl2QTW3txRaVAEJsWZ7NZ3Lt3T6IAhnd8QY3Gop/3y9+N3gAjGKOh5vZGL5RD9egNz/iJ46u0LnonRhiB+zTisVxcjIbLOPFV6MFosFRDZ9zm80Y/D94IF5lMx3K34+PjiEQi4jmVy2WBHOihDQ4OolAonOgk1C+aeto5Gg1wv0VAve5+525MHqt/M+L+vLeU8RgdHYXb7YbL5cLW1pZg0tRaYaI0mUxK5fbR0ZEYzG63K/LA9ECr1SoajQZisRgKhQLC4TCy2azIAhCePDg4wOXLl6FpGnK5HIrFIiqVCsbGxmCxWLC2toZisYgHDx6I7tPCwgJmZmawuroqsM7Y2BhmZmZw7do1pFIp/OxnP8M3vvENuFwuvP322/j3//7fo9VqIZ1Oi9O4vr4uUe4Xv/hFPHjwQJyzu3fvSntLs9mMtbW1Ey06WajILkzxeByFQkGi+H7P2jjPgGPbxk5M+/v7CAQCGBgYwL1793DmzBmsrq4KJO10OrGxsYH79+9jbm4OLpdLIi0WRY2Ojp4++fELGndN06w4Nuz/Wdf1P//045T2KdyiadoQALYFOQCgHnXk089OHWSKUHmtUCggFovBZrPB5/Mhn89jdXUV9+/fh8vlkp6lJpMJIyMjWF5eFhx7dnYWvV4P+XxeVluGzCwyCIVCxxf/qTZzLBZDPB5HIpFAMpmEz+dDs9lEKpUSjikz5qlUCvv7+wIXRaNRoX6RX6/r+omqPa/XKxKhNJhGL84IDaiGT/2pTiQVEiBUZKTyqfvmdzjUhJzRC+5ngNWfRsNpxHaNySUjJm7Ez0/z0PtxytXzUrfttyiq2xojBo/Hg9nZWVy8eFHmDJkXNFaE8MbHx6UZM+dNuVwWSiFrEdRndFrEYjzXfoba6N0bn7v6fRWyY6Uy5anJ2w4GgwIN2mw2SVQCEGEx0gDZs4C67Ol0Wtgtuq6fKPhj9zO2gTObzVLD0Wg0cPXqVczPz+P69evQNE2cq06ng4mJCeTzeWxtbUkrzWq1ikqlglAohKWlJSwtLcFkOlaITafTosHywx/+UCQU9vf3UalU5HmxKcb7778vjiFrV3w+H5LJJF544QWRLHE6neh2u2LomdzVdV1aWmazWZE30XVdCr1Y48IIntW7zAeoz3hlZQWFQkGigrt370qrzMPDQ0EIWq2WwErAsf5VrVbD9PS0OJuJROKJzk/G8YuwZTQA/xbAiq7r/x/lT98B8A8B/KtPf/6l8vk/1zTtj3CcSC3pT8HbAYixGxkZQT6fRzwex8jICHZ2dqRPIbsSUT3SbreLAiI98GAwCKvViv39fVkcstkswuGwYGbxeFw8hdXVVWjacUOCnZ0dABAPnwUX9XpdEkUMT9luj1KcLE9m+MZWWmxm8KUvfQn37t2THAKlDzhULxc4+XKrrAjV61NfblXLQg3buU+V4240uhz9YAbjoBfbzyM3njvPjcfl/7kNh5EZYoQr+jGB1G2M2LRxO+PnJpMJfr8ffr8fCwsL4glRkI2NkwOBAM6fPy9djhqNBkZHRxGPx/HgwQNUq1Xx7KkTTiOpyifwuanXrV6ncUFSjbp6n8hW0TRNvEXWaVCpMRqNQtOOdcpjsRgePXqEQCAg/X75vNhgPpvNwul0olQqYXp6GgMDA6hUKqLzRGPJIiFCiqxaZWKVSVTi15TPsFgsePDggdzfyclJFAoF7O3tSYXq9evXZUFilfbR0RGmpqbw5ptvSg+DQCAAu92OjY0NLC8vY2FhAdevX0c2m8Xm5qZEXBsbG2i32wgGg5ibm4PH40G5XEY+n8fIyAjsdrtQH81mM7a3tzExMYFQKIS7d+9K9Sz7ReTzeWHxscKX85bP2WKxYHp6GiMjI6jX68jn83J/VSerUqmgWq0iFotha2tLJARUJU+z2Yy7d++iWCxKA5Rer4dSqSQSw+12GxcuXPjcCPYX8dxfA/C/ALivadqdTz/7f+HYqP+Jpmn/K4AdAH//0799F8c0yHUcUyH/0ecdgAqFZMKwoAI4VqM7ODiQHo37+/vivU9MTEhGmy9gpVKRRhX7+/vSUZyE/1qthlKpJAp21KNgkoRSw6wwZZ9Ws9ksGtkUD1OTvGyowejA7XbDZrNJpenS0pIo8x0cHAieWSqVpFDC6MkbDWM/mMHoAarfoWFRjZ9qUIxRg3pM1dM2Qi/qsVXjSuNh9JKNyWDj+RsNGX9Xi4HUz9WhfqZ65cb9ULGTHXSOjo6QyWSES3x4eCjYJ400aaqJREIS5Syh//nPfy5JfO6D5eDsU8o+o2SiqEZfXXzpKTORT5YIF25KUZD6pur8s0iOUe7AwADy+bxQatfW1jA2NibhPjWJOOcBSK0HFzh6nkyksucvo2Aaei4yLORhrorYOxtUE9b68pe/DAAiIzA9PQ2/3y8yBC6XS8rwp6am4HA4hF1Gbnqj0cDW1hbeeOMNxGIxvPPOO2g2m7h37x4WFxfxa7/2a/j4448xNTWFWCyGTCYjXZ2oRTU7Owu/34+BgQHcuHEDFy5cwLvvvosHDx7gm9/8plSfBoNB3Lt3D263G/fv3weAE7kxLrjE3Kl7T4+eDVA42JyH8gEmkwlut1vqcbLZrLQppD2i3RoYGMD6+rpoXwWDQUxNTT3xPqjjF2HLfADgSatyPL7cZ3sdwP/2eftVBycxi3kKhYLg06+++ipKpdIJA9BoNKBpn1XWsVlANBqFruvS4IMqdXfv3sXS0hICgQBqtZq8/G63WxYSlvyy88vQ0BCCwaD0NmVhUygUEsYAQzLqvzDRQjH90dFRUZVkcxCbzYarV69KY2ur1Yrt7W1cu3YNuVyuL+zRj8nC/xOW4cupGnTjYsF992OtMErohx8bj22EiIwQAoAntuF1qAZfXRj6LRLq/DB+1m+RMB4HgIS9DJ0zmYwYz1KphG63KzQ2GmB2LWo0GtJIudlsolqtIhqNYmRkBC+//LKE8C6XSxgklLEIBAKwWCxSsk+OuK7rEr1ZrVY4nU4Eg0GprmQFo9/vF31vYv1qwpLfZUNqNmInV7parco9yuVy0he40WigVCrJAlGtVhEMBqXdo6ZpEn2WSiXpYBaJROQ8qGNOSW5GxWSv9Xo96eTEVpeapuFHP/oRLl68iHA4LNERE4W9Xk+gVbaxvH37thQmWq1W5PN5DA8Po1qtIhKJYH19HbFYTHJPa2triEajuHDhgjh9Q0NDuH37NhYWFlAsFnHp0iVMTEyg0+kIZ/3evXvCNstkMohEIsjlcrh+/ToODg4Qj8dx5swZoSzyuskMqtVqsNvt2NnZEdvhdDqxvb19gtp99uxZWCwWHB4eYnJyUrSnmOOhDHkwGES5XEY2m8Xg4KDo4CeTSdGp9/l8IiN82ngmKlSJEZLgTwyvWCzigw8+EIwQOPbCKNR16dIl2Gw2PHz4UPTeiWWZTCZpTM2mHg6HAw6HQyY9u69zAna7XUSjUXmA+Xxe9CS4ALjdbuzu7op3T749AOHfU3+GTAR2pWHyKZlMSif1UqkknejVwhmgv8Y575fqEZ8mRWD8P3B6Qs8Ip6jUN5W9YmSyqOwcNTGqHsdYzKGejwrvGLFxbmv8TJ036u/qPgmjsQUju92YTCZhKlCGmUU79LB9Pp/kaGjsCVkwkT47O4vDw0OpaGRVJvMvVPwkjOV2u9FoNOByuQQ+VI9Lvnmz2RTvnS8vFQ15bVR2pCFmFyJVNntyclI0/iuViuinBINB9Ho9IRIQErBarZIspldZKpWws7MDm82GaDQqn3m9XphMJiE8MAHodDpF+oP3le/f4OAgHj16hFQqhZmZGdGWuXPnDvx+v8A4drsdw8PDWFlZkZaVExMTODg4QDAYRKVSgcfjwf7+PuLxuHjMxPKpT1Wr1eByubC5uSk9DgjH3LlzB2fOnEGlUsHKygq2trbg8/mE2cPnMDw8LHpUTCRTJ4fQDZ8fG+RcunQJdrsdu7u7QvG2Wq2IRCIIBoMn7NPU1JTkeG7evImXX35ZGnHT2EciEdy7d0/ufb1el16uFDM7bTwTxp2YG6mIHLFYTIj6DP2Gh4el3L9QKEDTjgXuR0ZGUK1W8eqrrwrulkwmRQGPk/srX/kKdnZ2RM/i0aNHiEaj6HQ6gu/RYLP61ePxiOfk8/lENJ+JGFKYZmdnRZzJ6/We6EPpdruxsrIihpOiYqx+7Ycbc0Exft4Pf1Y9W9VIcxgpg0bDazT4qpetHt+YHOQw0iRPO0/jsYwUsqdFLp+3f0YD4XAY4XBYPHTCAuo+6vW6eNOEIijT7HA4YLPZcHBwIIlCFtVlMhlREh0dHRVclnRUi8UiJf0mk0mMO4Xq2DVI0zQx0rqui8Qt90Fs3O12S9k8C4iofUIvno3QTSaTyGZsbGzI3KVHyG5lvEfJZFLICyrLi1j62NiYqKGqrBEW8bA7k91uF/kPynBQLbVeryOXy8FqtYpu0sOHDxEOh2EymfDCCy9gZWUFU1NTmJqags/nQ6lUwsOHD0WkbHBwUPRxKA4GHEfe7IdK+IiYuMfjwd7eHra2tgTuIuXTZrPho48+gsPhwPT0NH72s59JJ7ZUKoVyuYxWqwW73S59FRgdV6tV0X/hsRwOB6xWq7Teo2PK+he/349e71jBVtOO9bF6vZ7g7YeHh1hcXMTY2NiJPCK3+epXv4rvf//7UgfESHFvT2WcPzmeCePOIh4+NIasuq5LSDY2NiaFS1SYu3XrFlKpFMLhsDSusNlsOHv2LO7evQu32y2Lw6NHj+B2u3H16lWEQiE8fPhQJiOr5gKBgEQO7XZbIgZ6cHw51D6dZBfMz89Lz0a1IIPJpkajIQlXj8eD6elp0X7nywecTEzSKweeZIcYjbFq8Pp5vtzuacwNNfmqbq8aZiPkYzwufz8t6uA4DcJR96HSMI0Qj/F+kM0Rj8dhs9lE8IoRBeVsKUzFUJrytfTKuUjR++e2AJDJZOByuUSbvlKpiOSEruvijUejUZRKpRONMFiYR/jMYrGcWBBrtRp8Pp9EFFQB5DGPjo4E7yaFtlQqIZVKnSiOYgEQr4nGhswWAPJdMmc8Ho8sMlywmAui58mKbp4/i3fy+bw04G6326hUKtLARpXJJi+cztPOzo4suNPT07hw4QI2NjYEwrh06RKWl5clYTsyMoJms4lyuYxCoSBSIjSyAwMDuHTpEh48eIDZ2VnBrHO5HNxuN3Z2drC/v4/r16/jt3/7t+F2u0Vtltrv9OYZZXOx5POp1Wpot9s4PDwEcIy/Dw8PS08JFl6ySxLnCbfNZrOiUZNKpaQIku0IqVi7tLQkzYZqtdqJTk2Tk5NiE8j6O208E8YdgCgscvUkfjg3NyfJBkqDDg8P4/XXX4fZbMZLL70kHdfX1tZE8Y0hajQahdPpBHC8mq+vr2N9fV0YBoRN2BXJbDbLw2Jz7VKpJMwBhuF8cYlDPnz4UPD8xcVFTExMQNM07O/viyfGyUaBoHA4jDfeeAPvvPPOCUzbmLRUfxoNIHB6NSNfdlVLRjXOxqSp6t0bufOnQULGxUNNahohIOP1nLZoqOdijEaM3+Ww2WyYm5sTnRS/3w9dP9YlYvcadaFWv0+vjN4V9VToPbPjl8fjERzabDaf0P/geVEUKxaLQdM0FAoFybuwwUu5XBZDSO+b+1MrMQEgHA6LcWEnIVZZU0yLUSB7BrNCm2E7PVdCfzSqVqtVGsHTwNRqNbjdbpHPJtxAWiThpU6nIxIFlL72+XxwOp1iENk2M5fLSVtM3lM2oScsGQgEMDk5KU16kskkpqenpdCHiwT7DfM5sMUdWS0XLlwQjrvH40EkEpF7yTwEWUcscDp//rzYoOnpadhsNtGgIUSVTqeFFdVsNsUbJ/ZOuOTw8FCiGu5HlVPhgsTzpsJsOp3G3t6eVK2zVSEjHTqVExMTcLlcyGQy/3Ng7gAEj7RarQiFQhgeHpby4omJCZHarVaryOVyWFlZQS6Xw87OjkAmwWAQjx8/Rjgcxje/+U08fvxYBMDIey+VSlIdxzZh+/v7oi1Bj8rn852Q9lU7q+/u7kp4yIlTr9dFOiGRSMi5Z7NZ2O125HI5kfe12WxYXV0FAHmpjPg5gL7GzugBq0VFquE00hmNXrTxGBwq/1xdAHhuKjderZQ0wi5GDF09X3XfHJ/nofdbXPh3apRQD5vG1Ov1Sncdij4RqmHykswG4sakwmmahnw+Lxi0y+WCpmni0RFu8Hq9J+ihPEcAksDnC85EvMlkEiiSZf6899REX1tbg9PpRLPZFL5zp9MREStCMbwP1CYilZAMExYY0bsn9VFt3ahpmiTv2PdAXQioxkrIJRAIIJVKodfriafLRZCsNja8BiDJ6WazCeDYWWBHJTofy8vL0ld0ampK4BYuCm63G81mEy+88ALK5bLIhVAeV9d1LC8vIxAIIJFIoNlswufzYXR0FD/84Q8FyjWZTFIMVKvVsL+/LwVB5MqPjo5iZ2cHnU4H8/PzsNlsWFlZQTabFWZeu93G5cuXcfv2bei6LgwsFjd1u12JuLgYMUHPBdJsNsNkMiEUCknjDzKQVEdzenoaKysr8Hq9cLvd0sf1fwpYhhfBohAaZGKOt27dwssvv4yJiQns7u5KJ5XNzU0sLS2JhguTQqFQSBIRly5dgsPhQLlcxsOHD8Xo1Ot11Go17Ozs4Ctf+Yqcy4MHD1AulwVGWVpakofK5ApFv8hU4ApLfJfYHGGYYDAonWnISqDgkMViwejoKPb29sRQqsZUNbxqs4d+jBd+16gJ04/dwvF5HrbRYBkTrOo26qKhfkddVE47fxpHlUqpfv+0c2Sk5HK5YDabhV2iaZpQz2isiB17PB5pYp7NZkXEqdVqSSKVL5rJZBLDxnoMFbsGjrFfzl0aMsIGDPGZ1CPFkvOeITwZV4RdTCaTaKsQrmw0GshkMhKZDAwMyPlxe+K/xO9paNjYmk3jyVfv9T5rLMJFgfpGg4ODsmj0ej1ZaEjxJauj0WjAZDIJtMNowGKxiB6Kuj9eC58L9Ws2NzdFRvv8+fPo9XpYWVmR3qutVkuSxel0Gt/73veQTCZhs9mEwZNIJBAKhRAOh9FoNHDr1i2pX2B3Ny5wACRKz2QyIiB29uxZjI+P46WXXsInn3yC3d1dKYRi20un04nd3V1cvHhRaLS8V6RDMxFOg10ul7G6uoqzZ88KS87pdCKZTELTNJTLZRwdHWF8fBzb29uwWCwIhUInBNRYj8MF42njmTDuDNU42SuVimDkDNlZubW5uYnFxUVYLBYkk0ns7u7C4XCgWq1icnISm5ubaLfbyGazWFlZwf7+Pr70pf8fdX8W3OiZpgeiD0BwJwiA2DeCAHdmkrkwM6XUUlKpStXVVV1V7Xa7y2HHeC7cYYevHDHhGMeEL85czLmYi445J2JOzITtjpjq8dLRXXa31OWurmqlllRJqkwlM5VJJjdwBbERBAgQJEESIIFzAT6PfmZLqnbYnshGhEJSJpMJ/vj/93vfZ3vfwOuvv45r167JTETrcblcRjwex2/91m8hmUxidXVVygXK5WhoYEIk2Xl+DcOMuH+S0QYcU7nwg4u6jURMNBoF0CyaPImf7YD5MuLhLCzAX+16ny22z3bD/Dv4PUnafpl8kb/+LB/wRd35s5OG8WUs4M9CO89mzH/RYcT3YDab1Q3bbDZ4vV7lcRCWMJlM6O7uxsjIiB7a3d1dABBhFggE0N7ejp2dHeHOVDlw0mPRYxFtNBrqXtkAGCV8xMN3dnbUYTNSlr9HBzQA4esc23nQs3Bz6w7fA7thjvycJIwTBTOV+BkYV+yxsFPlAUCSQAoIWCz5nvhZtbS0wO124+zsDOVyGZlMRpMTo4IbjYaUKtxIxs6eTQ1lxdTt0/NRLpfR09OD2dlZJBIJDA8Pw+l0Ki6BSqR33nlH7m9CZeVyGZcvX5ak+eTkBPl8HuFwGAcHB4JJ+vv7FeqXSqVw5coVmEwmfPDBB7BardjY2MDx8bGybTo7OxGNRgWlEYaiiiqfz6OtrU3TkNvtxsrKCiqVCgKBABqNplSZX7O9vY3p6WkV8tbWVkSjURweHiKdTiORSCCfzyMUCsHr9epanJ6e6h5l1v7fiDV7jB/o7e29kCXNB5+k49bWFg4PD/Huu+8qo9lut6NWqyGdTkv6RU15LBaTkcJsNuPy5ctoa2vDnTt31HkNDw8r+8Xv9+Pw8FCaXsaBEqPjvkOO/4eHhxceFsIvNMzk83l1JUdHR9Lo0vjCro5WY3Z7RijEWACNEMWzX2Ps0J+FZ4zF/ou05nyxszYWYOCLXZPGLv3LCNFn38OzblMe3F9mViJMR+US8ejBwUEpEoaHh+F2u7VrE4Bw40AgIFyc8RHt7e3IZrM4OTnB9va2lDT0S/h8Pm3MstvtItuZK8Qps62tTfj+/v6+9udSc81CyaXPLS0twuQ5BeZyOckKOT04nU6pUer1urBkdsPRaFQYPFVWjUZDHBUbJV57Kit4UPDfzM4xbifjshoSh5xAuXfACO2QiD44OBAZ3NPTozA/3s88tHmfsAM+PDzExsaG/lxra+sFo9Te3h6ePHki0tftdou/WF1dxW/8xm+gt7cXP/nJT5DNZvHrv/7r8Pv9cDgcSKfTiMfjSCQSGBoa0naparWqTJfBwUFks1k0Gg2RwQCkmiuVStjZ2ZExidJDLiYhWUwOjmIMRpKQEOXnQOgvlUqJxObzwOnB6XRiZ2cHv/jFL3Dz5k3BViSVR0ZGtJ2Ofo2vej0XxZ256s+aGPjgnJ6eIpVKqWMmEUr9eVdXlzoxYl0A8Oabb0qxcu/ePbS3t2N5eVnQSL1ex8rKijTMNCudnZ0hEAgoNJ9kFTezWK1WLb5mYW80miFlHOH5kPFEZ448iSkAwkd7enowOTkJp9OJBw8eaLwFLqpCvqgAflExNRb6ryq8xu/Fws7/f5Yk5Z8zHib8daOqhS8WbXbrXwYL8WuffZ/BYBBXr17F8fGxDmAA0q1TfkidMhVUXV1dKJVKODo60o5Mp9MJt9uNUqmEcrmMQCAAl8uFzs5OrK2tyZhmsVi0gIXv4+TkROYzEor1el0wm81mg9vt1oFOlRUhHCo7OCExQ4QcEYsopzmz2Sycm7j16empcGbeG/v7+yL22OjwfXd2dkoJ1tnZKXiHnxHFACaTScWd+Dq5IUJExngDGpcYSUCtunGSIsEIQDg5JwDi/Gtra/p7OVV1d3fj9PRU8mVem52dHTx8+FAmr9bWVnz/+9/H7u4u5ubm8PTpU7zwwgsIh8Ow2WzY39/Hw4cPYbFYMD09jf39fbz22mv45JNP5Ak4OjrC5uYmHj58iP39fXznO99RsFmpVMLIyIh2l9IwaTY340hI0HOKY0wKJzHm4VssFhSLRalb6vXmMqBcLodHjx7htddeU4E3mZqZO7FYTDLu2dlZ7OzswOv1wuVyobe3F9/5zndQr9extbWlSemrXs9FcWeHwfB7jllOp1MkEYPwmfVC23W9XkdbWxv8fr9G30wmg1AohE8//RRLS0tSGLCrpkmFRYkmF+K31DKTBScxw9gA4pnEDUlybG9vywlZLpe1Saper19QM1SrVbHhnAA6Ojqwubmp4LFncW1j1/5sF/9FBdfYFROHfxaff7YYP/uZAH81fvfLMHXj1xunCr4Pfo2xizPCPGazGX6/X64/dmGHh4eYnZ2V3rlarcLlcqGtrU3Bbh6PB2trawiFQrDb7TKCpNNpEZ9MGeWaOACCDzKZjMZ+BkQdHx/rc0mn0zCZTJq80uk0ent7FXnBTBQWRXbhRgiCkAbDydgxZrNZAJDKZm5uTh1brVaTAoiHGolJi8UCp9MpnJfQFg9U3kd8Lww74+fBvZ/E27u6uiQSIMbL72d0c1LPzhRWvneT6fPoafJQPDDYgFFuSgUQyVjyUpyoOEGTuHz69ClqtRrGxsa024FNWHd3NyYnJ9FoNDTZDw0NYW1tTQT4wcEBrl+/jo8//ljPicfjQW9vL9577z1BWpR0BoNBrKyswOl0Sjsfj8d1TYAmScwFI5zaxsbGtBOVxZ7dvMlkUnTK3NwcRkZGpHjq6elR6iblmcvLy6jXm85gKn7oqGaHzyb2y17PRXE33pAkJAEoRmBiYgKlUgkbGxtSQVD1wmD7sbExMdK1Wg3xeBzpdFojpsvlwsDAAE5OTsRYm0wmTE9P491338WjR49w7do14WvcwMIblaoYmklosGBGNLuQUqmEV199FY1GQ/IzEmLVahUHBwcq6LlcDk6nE/39/bDZbOju7lac8LOQybPqFyPc8WzRNX4N8MUGKD7kRsiGh8CXGZ6+bDrg+zN+b+CvGpSMGL3x64FmxzMxMSGYiztwzeZm9goPwoGBAbzwwgvaP8mdtXR1srumtvr09BRerxeZTEZQxLO7QDlBsWgZ7w9mlm9uborMZ3QuDT80t9EURDKRape2tjY0Gs3sfmLEY2Njgh+YJsqYgtbWVhwcHCAQCEi5w6AyqnM4JVBvz/fFTBtmJrG485416tTZZXJxDIOsmJTIlEeTySSDk9ncjEjm/W28j/ieqDbjNMt7yul0Ynx8HIuLiyKSDw8PUa/XtWTn6OgI6XRa16G1tRV+vx/ZbFYbzYhnz83NaTn2zs4OGo2GwvlcLpckjIyPaGtrw/r6uqZ7ZkPNzs4qY76jo0O4ej6fR0tLMw58ZGQEqVRK9yEPB8YmVyoV5HI5KaJcLhdSqRSKxSJCoZDkuNVqVdJHxosvLCygs7MTuVwO4+PjWsHHRSVWqxXpdBp37txBf38/jo6OlFL6Va8v3vr7//CLN2+j0VAeB7HR4eFhdZ9Ul5ycnIhoefnll3FwcIB8Pn9BQcBiRZIrl8sprY0QDJMlL126BL/fj/X1daRSKalejo6OkM/nkUwmkU6n0d3drcwHdmwnJycolUp466238OjRI+TzeWxubmJvb08bVhKJBFKpFFKpFEwmkxQD7e3tSKfTmJ+fx/LyMgYGBvDaa69henr6wl5YPkDGB8XY3RsLtPEAYBf9bLF+ljB9lrx9Fobh9zL++rMwyrOF/dnXF8ke+Q8VQyTm2AVSsVKpVOB0OuFyuVCtVvGLX/wCuVxOh+r8/DxaW1sRCoUwNjamws6gL95bRpKRMkeTyaTMEBqP2H37/X5UKhWEw2F4vV69z7GxsQuTBPXGVqsVnZ2dCvRiwWOhJH5869YtBAIBJBIJHUy8lwKBAE5OTlToKpWKihW5GyovgCYpDzRJ0+3tbf1ZYuhUqHAJBxMOKVdsNBpS6rCB8fl8FyIbTCaTmhQGX3Ha5hIMI9fQ0dGhVZfM2wmHw5qY/X6/Mm6YM0MHKQtlo9EQfk/hwurqqqbjxcVFfPzxx7hy5YpSPtkgGeMfAMjNG4lEMDg4iHq9jsXFRSwvL8vHMj8/D7vdjtu3b8Pv90uuajSSxWIxwV/hcBgbGxvyw3Dyrlarggh5gPDA4zPf1dWFlZUVlEolLC4uolQqSelEzq1QKGBubk7uex5WDIfr7e3FCy985fbS56Nz50PAwr6/v4/u7m7s7OwgmUwiGAwKYuCSaeKNdP11dnZifn5exSGZTKK/v1/WbeYyXL58GSsrK1pqy/VfANS1ORwOBQDt7OzAZrNJ2kjVAQ+RXC6Hhw8fIp/Pw+PxYGRkRJgmuzeOZRyjjB84yeJqtYpYLHZBW/zo0SN1ssDFrvvZGGDg83x2voyFm8XbSGAa4R3jP8ZCbnwZDxrjVGH8vS/D1Z/9NZPJJDUECVCGNHH09/l8WF5eBoALoVYsoIyTbWtrk52eZCV5EH7O8XgcV69eVTgbSUtKBI1dPzt/HjDr6+twOp2w2+1yGB4eHircjkuOa7WanNTkjba3tzWt0dzDwt7T06N77vDwUIQdHaacNPjztLR8vpWsp6dHEl8WUOL6lN+xKPJ+NcItZrNZRYUHnfHvIG9EQpWYObPuT09PYbPZBKVRsUN4kk2M3+/H6Ogo9vb2cOXKFTidTk3YNElR288Di2R2rVYT9Mo0zu3tbUlCI5GI9O6bm5vqjl9//XVN7lTalEolxONxVCoV3Lp1S89VNpvF6emplvHU63Ukk0mYTKYLnEqpVBJnxmiKSCSC5eVldHZ2SkCxtLSE1dVVNQN0RhsjDHgg+3w+rK6uolKpYGBgQFHkhGhWVlbw8OFDXLlyBT6fD1NTU/jwww/xxhtvIBQKoa2t7Svr6nNR3HkjUOtO3JUPxMbGBnp6elCv1+UQo8OPkap3796F2WxGMBhUV5XL5dQFHhwcwO/3y8ZrxADJ6jNm1W63I5VK4eTkBG1tbZJhMr+iu7sba2trePLkCVpamguuX3jhBSkhSKDxATJ23rxh+HMS/+RIHAgEpKLZ2tpCIpH4Qsz7iyAawlnGwsvune+Hf/ZZWeOX/bexo+ff9ax65lllzLMwjrHgU63R39+P6elprK6uqhMpl8sXDDbEVFlYuI6wvb0d09PTyk0ZHx/Xz0lNNq38dANSo8zYZT5wHPNZBGi754FBiIzYaLFYVEE9Pj4W1t5oNPXdjNrt7u5WseSh7na7sbS0hHv37iEQCODy5cuIx+M4Pj6G1+tFZ2cnUqmUFBtAM9zu+vXrygI3m5uBeGdnZ8jlcurmqOAoFovY3d3VFERlllGzbzI1E1VrtZqUJC0tLXKIGyOwa7WaoBwAwu/ZxRtVRey+yY3VajVcu3ZNMr9bt27B6/VibW0Nly5dQiKRQL1e17NOUpmkNvC5tp9qmtbWVi3gHhsbUziX2+3G5uYmMpkMEokEEomElkn/8R//sZRQpVIJf/qnf4pQKIQrV64gHA4jHo9L2nl2doaVlRVcunRJkxL5E6ZJ1mo1bG5uYmtr64IZjJusjFHJnLbZxDx58kQcyujoKKanp6Xca29vR0dHB6amphAIBJDP57G9vY2trS0MDAwgl8vB5XJhcHAQBwcHmiK+7PVcFHd2WGTMKWujIYNONMqSWlpaRKg2Gg34/X4ZL1i8OfJ5vV7phrm04NatW/jss89wdHSE8fFxETZcK2Y2m/Hbv/3b+Oijj2A2N/MlIpGILi7zI65cuYJQKCRS6LXXXsOHH36Ip0+fKvcZgJLrCPWwQ6AKg8YZLs4OBALo6enBrVu3FH/8bLGkK9LYLRvlhs9KKJ8lT5/tvJ9V4hihF+BiUX9WKsk/w+/BIt7b2ysDC69/IBBAqVTCpUuXsL6+Lq05F6JQlcAkQPoFqG7Z2NgAAG3l8vl8yGaz2NnZQTAYRCgUkgWcUlTi11QakK/h6E/jiZE/IKR2fHwMp9N5YRtPuVxGX1+fHq5SqaSOtbOzE3t7e5oYqZwIhUKYm5uD2+3G+vq6mogbN27g3XfflYnN4XAogjeTycDtdktyy9wZhnrxOTHuGiZxz+tpzLAhPGXEznkfuN1uHB8fo1gs/hU1DeEb3ncAJAwg/BEMBrUUgx1uOByGy+XC3NycJKbb29uwWq14+vSpFGnPmqDY7PX19envZ/QyO2ePx6MmjFMVdyeQbO3t7UU8Hlc2Tr1eh9frRX9/P0qlEj766CPBOT6fD+l0Wr6DTCaD4eFhTfxWqxWxWAyVSgXvv/++SHmmXjJJkrAQNy7RQMYppVAooF5vbqn60Y9+hDfffBNjY2MAoOwZqqxCoRDK5TI++eQTfRavv/46QqGQNrt91eu5Ke4nJycao0h0EWfnDWlUGNhsNkxMTMjlRjy9r68PTqdTnQZHa2JZVDDY7XYcHR0p4yKbzaJQKGB0dBS5XA6FQkEKhUbj82heju8sOOyI8vk8/uzP/kyGJ6D5wRMjZcfPXPD+/n4cHBxge3tb6oDDw0Mt/G00miFOdNN9kUrFSKiy6/mi3we+fC0dIRh2efw9Ywf+ZXJKYzE3fu/29na89NJLykihK5SfB7FZl8ulQpbL5dDZ2Yn+/n495Jzm9vb2EI1GpdnO5XJSETACgF10a2srIpGIOlJ2nYlEQs5SEqGDg4MAoBhmjtC8JoTDmK9O2Ivr3Twejw4uOjXpRqRGvbW1VV0yf26Hw4GVlRW88sorsJ+vYeQkQD6G0dbt7e1YW1vTLlPa0qvV6oWOj2mkbIAYrUC35PHxsfBrBnsRV6cqZGdnRxk6VLsUCgV1q8ycoRQPgBQcVM6wUbPb7doGtb+/j1gsJnVRb28vbt26JXUSSVVOaNTaZzIZjI+PC7KjlLFQKCiczWq1atJZX1/XBjbg81RZmo4orOjs7FRTQWWLw+HA3t4efvazn6GjowMul0uKJEYOpNNp7O7uCgKjNJPxDh6PRw0Jpyiv14vt7W1FoRgbNEKO/f39gtNIspIUr9frWFpags/nw8TEhCAd7ov4qtdzUdxZLHnTWiwWLTugzpQLClgojo6OsLKygmvXrmmEJN5K3W0mk8HR0RFisZhcaiaTCfF4HD6fD8fHzUXAra2t8Hq9YrEZ6pNOp/VAcDTM5/Pwer0oFotYXV2Vdbm7u1uuxZ6eHtmft7a2NJ5RislR/vj4GNFoVM5Uk8kkI057ezvi8Th6e3t1gwJ/dTEGC/OzWLmxwPPrnv03CzgJRP66EdN/ttDz6zs6OjA4OCgopV6vK9jK5/Ph0qVLytNeXl4W9EDjBVUle3t70n37fD7s7u5KedLe3i6dNq+jydQ08rAY+v1+Sera29tVYKmeodwxn8+ry+KBT8KNKX+VSuVC5HN3d7dSD40qlI6ODoTDYSV8ls43acViMXVwu7u7Egr4/X4R8jysG40G7ty5gzfffBMTExNIJpNwOp06UAgpUe9NEQDlhsRbubxhZ2cHxWJRMb1UiRlTR9mBt7e3CxJk6iWVQHSx0o1J+SbhGJ/Ph0wmg2q1iuHhYWnDuUjCZrOhtbUVgUBAz7exUWNC5cHBAXZ2duD3+5HP59XtM82SgWw8EE0mk+DR3t5ePHz4EDdv3sTq6iquXbuGYrGIxcVFfP/735cMEmhOJAz9a2lpwcHBgchqZg9xYorH41hbW8Pv/u7vaokIp2maDgnn8lAh/8GlLfz1g4MD5dkzR4jPl5G7Wl1dRSKRQKPR0ERB8p/GJbPZjLm5OXEW/Ll+VfzAc6GWAaCb88qVKxgaGlL2BQs21Q8cNdlR7+/vI5FIoL29XTdUKpW6MIJms1nliRDH39zcRK3WXJZNco0n6P7+vggcdmk0Sp2enmqBgZHAPDw8FBEMAJlMRrnP1O23tbXpZGZR5BhcqVSk5KEcC2g+kJFIRHzAs0WZL6MaxGgg4k1uNCjxz32RmubLlDPGw6Ner0syygXTly9fFga6t7eHxcVFrK6u4v79+5ibm9MDYTKZZD4jmUWMkhk8r7zyCqanpxGNRtUFAtAqOT4ssVhMDtPT01NsbGwgkUhgcXFR4W68R/j3sJFgZ00/g9VqVcfKokjojLEIfGBpkFpZWUEymVSeEd3VAJTdTaEAiwV12j09Pbo/eIAA0AYm5omTqHO5XCocxMWZj768vKxrQKiCGnHKboeGhv5KPg6vN98fQ7vYtXNFnc/nQ3d3NyKRCMxmM4aGhpTUypRCPpPHx8eYnJyUfb5arep6k0+pVquasnhIsVnglMrpljAPFXQ85E5OTvD48WM4nU7tgRgaGoLZbMaDBw9gs9mwvr4uKDUcDsPn8yEQCGBoaEiTQVdXFwYGBnDjxg1thmo0GigUCtje3pYS5/j4GMlkEvF4HJFIRD4Vqm2Iy/PFPP90Og2v14sbN24IpjEWeqputre3kc1m5ecZGhrC0NAQQqEQ/uE//Ifo7OzE1tYWisWiFEWMb/iy13NT3LkCjEoWOtfYeVD7SwVKMBhEd3e3cNDDw0P9N0kOSuKocOG/OZbX63UZiniKu91uRKNR4Zt7e3toa2tTd8aOh103t+pQsmcymaQ2AJoLuf1+Pzwej7Bc4HNiCoBwOsJFPMAIC5E7oALkWSULOwijagb4PGjMSGg+++e/iDA1fq3x140YPwvz0tISotEoPB7PhbzwVCqFd955B3a7HdFoFGazGZ9++qmmMb/frzhm6ou559LhcGBqakrT1dnZGfr7++H1epXeyQ6KExkljCQNj46OpHAi1EAykof6wMAA+vr64HK5Luyt5ChOnTUA7dXkvk+GUBkXntO+b7fbcXp6ikAgAIfDITfj3t4eRkZGZGyiEmdtbQ1OpxORSETLMHh/ME6YsdbBYFDKHC7B8Hg86OnpQSQSQSaTQbFY1AIZZijRTMREQR7sTNTk3w9ARZ6cAiWWFAqcnTUXlbAJo2ad9xvTEVdWVvS8UXFGFU+tVlNGO9MYeRiREzk9PZVRiEQwn28jl1GpVLC0tKQQLj4DDAujEbG9vR2bm5uKOaD0sFgsKgVyenoalUpFElYS6pygGLHA/2dUMz97AHrG6RxmlpHNZpOih81SJBKRUe/u3bt4//338bOf/QwzMzOKmt7c3MTVq1fFISWTSWXTfNXruYBlTCYTrl27hmQyqZGpu7sbXq9XOQ1Pnz5FMBjU6NLT06Ov2d7eFqZJazClcQ6HQ+oAPuBUU7CoESIhodLe3o69vT3tQ6VEDQC8Xi8KhQIqlYq2OxHj48La7e1t2Gw2FTzGo4bDYRFHVCcUCgUVABYIEr98uI6OjlQwcrncBZjEWLCfxcd5bZ+FWVjwjYoY49fQzMTRkb9nhG4YEUuoJZfLSSLX0dGB4eFhPfB0XJ6dnaFUKgmmopyLB+/o6CiOj4+xvr6uqFr7+eYrZrUA0DVfWlrSggweqixcdFpyKxINQsYcGxp2zGbzBe9Bo9GA0+mUEoWQHztjhlJx1Vqj0VAXTZkuH3QqSNhRz8/Pqxvc2tqCw+FQM+P3+/Hqq6/iz//8zxVxzfdOko33fb1el1Jobm5OFv9kMim1FRsU+/l+A6fTqUPGarXC6XQKQpiensYvf/lLLeh48uSJ4K2BgQFkMhk8efJECY25XA4Oh0OkKAAFufX19Ql6YUNFVQ0dtiza7e3tSlZkQicLJ7dLkZzns0lXrtfrRSqVQjKZVChfPB7HpUuXxKXRP8CC29LSgkqlokNyb28P8Xgck5OTqNVqmpgZb8H8oI2NDfFBTIn1+XyakOmJ4XTElFFm8NCYx3uJMI7FYtH0eHp6qpV/9+7dw+PHj+FyuXS4dHV1aaEJp9+vej03xZ2bW7jZ6IUXXhBm6nA40N/fj2AwKJUI8xbYRXR0dCjzgoW3s7MTsVgMa2traG1txcDAAD777DNh7Ovr62g0GlIcXL16FQcHB1hcXJT5hYcB1RXMvSCOODAwAACYmZmBy+XCxsaGXKvLy8vqeJg0CDQ7I+LoXARCCzMdk5R7kehh0iGv17O4OyGTZzG9L4JejPp3Y4E3QjfPfn/jgQI0J4+JiQkMDw/LcNVoNJcPVCoVZWQAn69I5Iaqvr4+lMtllMtlhMNh2ffT6TROTk60o5IdG7vDo6MjyV+Z5EhikFg78XIeoIy/ZZE5OzuD2+3WQcUkQovFooOb0Adlt4RYWOyoJuHEROkkZZWEAc1msx5+wkHr6+v43ve+pxgNyiUPDg6wsLAAt9uNy5cv49GjR+r8KLPk+z05OZE6ZWZmRp8pNfIej0fRvjT2pdNpDA4O6np0dXXB5/Ph7OwM8/PzSKfTkqSSB6Ekkkuxqesn4bi3t6dgM6rDWKCGhobk5+Chy26ch+LW1hZu3rwJv9+P3//930ehUBAnAEBENZU8R0dH2pbENXqFQkE/D3ea5vN5WCwWeQzII3R0dGiFIuGiXC6nZ25jYwPZbFbqm5WVFTUH3M1AOCsej6PRaGB6ehqnp6da22kymQRRsZEYGBjA1taWin+9XpcBz5ge2dHRId08FXnlclnXPJlM4sUXX0Q4HBYX8VWv56K4NxoNbG5u4uDgQKchx286wGgkoKSOxZubjhj1CkABQrVaDdlsFnt7e9qmzq4nHo8LWydpSV0px31anxk+RhKOGRRAc1znocLt752dnVLusNsgUcd0S0b/2u12LCwsSDJYq9UwOzurLBJCUlQEGTFxowSSUMyznfyz8sVnCVLgrxqQgC92lBp/jfBVPp8XCc2xu6urC319fSq6zAyilpmj9c7OjlaN7ezs6MHZ2NiQTpuqBJo7CInw/fr9ftRqNaRSKS19puqCExAAxc52d3dLc8yC6/F41Ll7PB4Ui0XdUzQAcXlEpVKRptsYi2vMoQGaChsWIePf7/F4kEgkpFseHBzEo0ePUCqV4Ha7cffuXdy8eVPNBBUbDAqjEohqIADKbqHCyhisVq1WpbS4d++eSDn+TF6vVzLKvr4+LC0twe/3a99vrVbTtAUA2WwWY2NjuHz5suJoCYmRbAagf6dSKb2PhYUFuFwumEwmfPzxx0gmk/gH/+Af4Pj4WIdVPp8XPs+ViQBEsvLnMkYmk4RnvEJPT49gzI8++khdM2Ep2vb5vO7s7CCRSGBychKrq6vY2trSQU14hrAgTUqUsu7u7sLn8+nz4eRKdKCnpwf9/f0wmUzyH1BxRQko9e0UW9CM5/P5Lrin+ZzTgPU3IluGUACttUyBJBRx/fp1vP/++wAgeKWrq0tdizEci90UYYXS+U5LFolkMimZU1tbGzwejwg3q9WKoaEhpNNpndr5fB4jIyMiz+gMTKfTF0KBhoeHMTExgVdeeQXlchl3795VVCk7SQCYn5/XDcPxjEWXcAWNOqFQCIeHh1hbW0N7ezsikQhWV1cvaMwpxQMgWzlVRc9q242hXUYIxyhp/CJz0rOFH4B+nsPDQ3i9XhwdHSkamZZ8Y/dCN25fXx82NzfhcrnQ3d2tlEWmgObzedhsNgDNosWlwPv7+5KZUfFCvTCVMNyYRVjl6tWr+OSTTwRT0EDG5eZdXV3Y2dlBtVoVvEctPolMoNktc20fiwwPasbrcg0coyt4zTOZDBwOh3wZfX192NraQn9/P+x2OzKZjIxanAi4YJrqKhaNaDQqDoK4NYlcwj/MJjo9PVXAWCAQkILso48+wne/+11xG1zAfOfOHXkwGo0GBgYGFGlLMpMQBSG6b37zm3j06BHm5+dFQhMOW11dVSGPx+PweDxwuVxIJpOYmJjQz8nPu6WlBRMTE1hYWNAu0a6uLunb6VcgrER4Y29vD6+99hpqtRrW19fFsdy4cQONRgMvv/yylFaEkPi8bG5uore3Fy6XSyIJ/hw0/ZXLZcEsbAAojOjt7dUKQNaC3t5eSR5ZxPkscefp0tKSDl1i+AcHB7Db7TLcUdhhsViUWTU5OYlPPvkEr7zyiprIr3o9F8WdhKTFYrlAOlYqFbnK7Ha7TlQqX7hogUqURqO5RZ7qCk4AxG6pTqlWq7L7dnV1IZFIoLOzU+YSdmOxWEzaVhZDLnFgtwY0i1AsFsOnn34q/IwFp9FoiHgjdNLa2io2nd07uw7a4ev1uvLGueLvWa078chn8XTmz1AmyYPO+OeNSh/jJPBsUTf+GR4GJpPpQgY9YRQesHxf3CPq8/nkFKV88OTkRLHJHFFJBnIbFzcjUYXBcZupguVyGXa7XaQnCzz5EcYGcOzmtaaEjFANfy6qMwBoZKaKhgmhJAa5PalYLGrFHA8HRggzz4WHAos15ZsdHR3I5XL6XpTBbW1todFoyJR0enoKn8+ng4w8ARUtg4ODWFxchNPplNzzyZMnsFqtGB4eVpQHkx0//PBDvPzyy5oOSFYyjTMej4u7MvpF+PlSSVQulxEMBnHt2jV8+umnqNfrkgV3dHTg8ePHODg4EDafzWY1+YyMjMDv98Nms6FQKGBoaAjvvvuu5KbHx8cKA6OZkXrzUqmEYrGI0dFR+Hw+7OzsoL+/Hz6fDwsLCzg7O5MbmU7jiYkJZckEg0Hs7u6iVCohmUzqAONGJBLHjKUIh8NIJpPY39+Xt8KolmMnbbw/2b23trbK7R4IBPRn6TsgAe1wOJBKpbTcpaenRwcRp256gd5991388Ic//JVr9p4LtQxVKMycJuYHNPXQ77//vrC3RqMhPKparSKbzV5g4XnSsQvhOr29vT1BOTR2FItF5PN5OWDr9TrW1ta0D3Vra0twCM0mvb29MjxVq1V11JVKRVZpmhpIvFgsFkkp+XNxfKQcjf8NQFGsmUxGWv1n2XFiuQB0MBDzJGzB6/osOUoppBGmebYzB/5qwBdfvb29GB4e1sPDTBCqAXjjssgTd+XDQNUP8eD19XWYzWZ4PB54vV5ldMTjcWnCzeZmJDDllowXINbMItra2opwOCyDm9PpxPDwsAhqmlAajYbktCTTd3d3BamZzWaRWOyKeTiZTM3436GhIdjP82aGhoYANIm45eVl4e5UAh0fHys3p6OjA5OTk5JFMukRaDY6hAP6+vqkCrFYLIJHSDS2trair68PT548QSAQQFtbG3K5HFZXV9HT0wOXy6V/KG+kqooF2mKxYGZmBpVKBVNTU5iYmJAahU0Sm5C+vj7EYrEL9zQnVk6MnN62trbg9XrVGd+9e1dThMlkwt27d5V2eHx8jO3tbQCQsMDr9UryyBgQXl8ejN/85jcRi8Xg8Xiwt7d3YWEPpchUFT158gR+vx+3b99GMBiE1WrF2NiYZMacOrhM4+rVq7h165bu+ZdffhmvvvqqcoIoic3n8+I2Ojs7lWFv3GfLqWlqakr3bSAQgM/n05RGdRaNcWzmSCxTlcVphyq+r3r9ys7dZDJ1ALgLoP3863/caDT+XyaTKQrgDwE4AcwA+O8ajUbVZDK1A/gDANMACgB+2Gg0Nr7q7yBORWLVSETxVKS7kGYZ7hj0+/2y6DPHg+MbOzIWVcI9XGbLZRrckr6wsKCNKiSKqHDhh8qN70bliM/nkyafigweVjy9uXyYDD4A4b7swOh6JVxgDB4jxPQseQr81ayYL8LVjcWbHT7f/7PSymd/nf+mZf2b3/wmXC4Xjo6OMDk5qWhUl8uFfD6vwsNDZXV1Fb29vUin04JMjCTT8fGxUjGJtwKQgYwLOIwTDMlbk8mkcCcWFpvNJiKL+UFG96lxAxHhJOLYzExhA2A0ArG7bmlpkeSOeOvu7i5isZh073zIt7e3MTExobWRFosFNpsN9+7dk42efEGxWITT6ZS6i5gqGx6O4eyMOUWSuAaaizAo0+3o6MCVK1dwdHSERCIh3Dmfz2N+fh6Dg4NSdrGZKZVK4od4bYxBbHRlJxIJJauyqydExOiFnZ0dEZ2VSgVvvfUWvvGNb2B4eFgcDBuW7u5uZbc8fvxYnxmnIE72AOTM5PNOzJ9QIdBsCqenp+WXSaVSkpK6XC60tDTX8XGvLt29zIwaGhqSAopd/tTUFL7//e/jpz/9qaKFrVarYFOfz6dnxO12Y2dnR9EaLPSUYHP7EzOzdnd3EQwGEYlEpHAiLEiyleIPs7m55PtX6dz/OrDMCYA3Go3GgclkagXwC5PJ9FMA/wOA/63RaPyhyWT6PwH8QwD/x/m/i41GY8hkMv1dAP8rgB9+1V/AAkiFAwCpFHiB6PBjaBgLHDt2hvy4XC6FR5FQo3nGarWqIFSrVeWKEF8MhUKyYWezWRl1tre39aAxjyOVSkkVQ9Ikm80qyIw3pFE/zYJHkpRjmZGw5eHFsY6yO/5ZYthcpMCHwyhv5AlvMplk0OLLCL1Q+cPiRSs5/55AIIBLly6hXC5jcXERDocDN2/exNnZGZLJJPb29pT1QgiIckB2TAB0o7a2tqprosGnv78fh4eH6v7PzppbsKgEYLfJzpO7MEnUEv80ju10SrKz8fl8mJ2dVfQuiXbCLDs7O/ocuDGLRB4lq2dnzb2hxFQJKTE/pbu7W3kky8vLSKVSGBkZUcwEp1HCQ5w2eH2IxzM3vVQqoa+vT6RsOp3WNiIAMoWR+KfsEGgWv0ajIX8B5Y5UDQHAwsICwuEwbt++je7ubjx+/Bhut1umn8PDQ2H9AJR4WSwWcevWLTmIM5kMvF4vhoaGsLi4KDKbXTdVKpzadnd3sbW1JRFDNBrV0pXj42N4PB74fD4JLKgmopGRAgtKcH0+n1IU+fvhcBi9vb348z//c0QiEU0Q6+vrOD09xeXLl6XN5yH63e9+F6XznRE039VqNfzO7/wOGo0GNjY2sL6+rqTYhYUFhZaNjIzI3UxkwCil5n1arVb1+16vF9FoFHt7e3j69Cm2t7c15ZK45ecGQJwPF4A/fPgQX/va176ycP/K4t5otnwH5//bev5PA8AbAP7e+a//CMD/jGZx/8H5fwPAjwH87yaTydT4orn//MXYATpBSURQBcCoUWpHuTaM3TCt7BzNAcjGTBt5rVaTgobfj1iuxdLMiu7u7obP5wMABINBwTVWq1XbUFioSVCyUHAJiP08oW9+fh59fX0qRLVaTcobPtwMBmL32tvbi93dXeTzeYyOjuoQi0ajSCaTKqRGs45Rk05SlgSny+VSmBMPHFqkjcl7jGGlLZ8E6MDAAHZ2djAwMKDNQ6enp9jZ2dGovL+/L5fg6empOg+jqSgYDGJ9fV0YOSVplPrt7e1pMTBzyznms2jxvRk12ySQeaDw0Ds+PtYhwGwZl8uFnZ0dVCoVcRkkK3nYsLngaMyDmZMQTW+UyDLljznuNBGFw2GUy2U8ePAA0WgUQ0NDiEQi+jn29/cxODio2N+joyN4vV6RaYuLi8jlcgrTY0wxXaRPnz7VFMFpkeRnX1+fnKBdXV2o1+twuVy4ffs2ZmZmYLPZxCHduXMHnZ2dGBoawuDgIGq1Gubn59FoNDOciIcTlmJXCjTVUgA0jRL3p6S0p6cHyWQSLS0tGBgYwMbGBrq7uxXiR4fu5uYmBgYGpGQBIDiLyjWGabndbuUVUZ5MIQZ/ZrvdDrfbjWAwiK2tLSwtLWFjY0M/TyKRgMfjkZItHA4jEAjIKU44jyv1uMWJbvV4PI7x8XE8fPhQqaW8F/h+KArhAUKXtZEAZTPk8/lQLpcxNzeHVColaJFcCCcWHriUhqfTaeRyua+s3X8tQtVkMrWgCb0MAfj/AVgFUGo0GqfnX5IEEDz/7yCALQBoNBqnJpNpD03oJv/M9/xHAP4RAEWHUifKIKPj42PFDtCeDwAvvPCCwqVWVlbUmVKnS3zXGIlJoxBPR8adMndkZGRExid2aEanKklOY1IlsUWPx6N0OaZZckMMOx/e6HQ/UmNPnJpwEnFWxrTyYOK4S8yX2Cm/PwAVZP6cJycnwl4px+ToTCybKiHi85wE+vr6sLu7K9cw8zlY5PjeOzs71XXQaev1egVlEUbp7+/HxsaGOm7qexnkxUJMOIqWbhZdp9Mp5QQzSnjDczUZY1aLxSKOjo7gdrthNpu1fYduSE4mXPDBPBQ+qCzidEBTX8+XMeWT4VdjY2Po6+uTAsbv9+tQ5P5T5hLt7+/j3r172htwcHCAmzdv4vyZUROxv78v8u/4+Fg/Fz+D3d1dDA4OqiMFoIZmb28PqVRKu0WvXLmCdDotwxED2R48eKD1hJSZcotTtVpVxjijiVOpFCYmJtQEEL5aWlqCxWLBwMAAjo6OZCx0OByCWunSpoWe+vudnR34fD7cvHlTdn6/349MJiPMfXBwUI0fm4Oenh5l++zv7yu8DQAmJydxdHSE2dlZnJ2dYX19/UI20MDAgPYJMIqECa92ux1/62/9LTx8+BCZTAZ37tyRiIPacy5oZwO6v7+PbDar2AV6agBoXWg6nRYCUalUtNSFz+fKyory6nl/9vX1IZPJYGdnRxMAa9LPf/7zr6zbf63i3mg0zgBcNZlMdgB/AmDsr/PnfsX3/JcA/iUAWK3WBvFlGklcLhey2aw2ozscDqUocnw9OzvD2tqaFlbzhqejlBgsiTcaY6LRqFQrPEC48zQQCOiEPDs706oxpg4S275+/boIuEqlgrt376rocFkB0JwAqtUqgsGgug5qmil5Im5I40tHR4cweGLyJHqN4WDPmpGoy+f4y+7t5OQEPp8PW1tbgl/4vWw2m74HiTRKwDgSk8gmgcppplAoSI1Aco5kKgk3Glc6OjowNDQkgwf18dSBM26CHSo7F8IulIV1dXWpsybfws+GBjbGCtDZur29rYOMhRn4fGkKFz9Q9sboWMbWUqpWq9UErxGvLZ0v3X769Knkfy0tLRgdHZX1nLBDb2+vSP1oNKpmJhwOK8Du6tWrun4k3Vg4AShwiyKCTCaj0C3ei9zg9Mknn2BqagqlUgk+n09QCeEzh8OhhdKxWExkMv0DlBw/efJEEwLjC4xyTE7OjF/mNBwMBkVO9/b2olgsarUfJ0lOcuxaJycn8dJLLyGVSmFxcVGqHBLRvBcSiQReeeUVAM1O//r163jw4MGFzzwQCKCzsxP5fF5LP3hQ8RpevXoVmUwGIyMjiMfjyGazcLlcCIVCmJ2dhd/vx8zMjHLxx8fHFQp4XrvUqBgz4ZniSVf92dmZHOvkfWjEqtfrUp/Nz8/DYrHI3Me0T0KV+XweOzs7agy+6vWfJYVsNBolk8n0HoDbAOwmk8ly3r2HAKTOvywFIAwgaTKZLABsaBKrX/miCYa4KZ1iAORU5Ib1Tz/9VPgp8x0cDod0qMQZOc50dHTo1DWbzcpt7+3txdLSEiYmJmCz2XD//n2RFIR3otGozBcOh0M4GosYiwCjBIyZINRAt7a2wul0SrIZi8Vk3qEKhh1jqVTSdMBRuKurC7/+67+O+/fvY3l5WeFC/Fk5uXR2dsrNxm6fxWxpaUnSzEKhoEXe0WhU2CglhcyYN5ubS4N5uJRKJdny9/b2YLPZJOkklMbJhGFpwWBQ0jaSY+xaeGiur68LKqA+m2QWiwoPvUgkImiAfgB20exsSOKRjzk9PVXXb5QdGuWg3A5EnwEfYHb1BwcHmJqaktHK4/EIiorH4/jggw/g9/sRiUS0NYrphGwYeG2J/5LwnZiYQLFYxOPHj5UqWqvVZGghbs2Ji1AWALkySeJTccFu/t1338U3vvGNCxABHbrd3d0olUp48uQJtra2NN35fD4Eg0GRlCyu/D1a/Pn5eb1e/OAHP8Cnn36K999/X8YrZr17PB6EQiGsra1hcXFRa++4qYrKpI2NDRXEWCyGoaEhCSdKpZKaOL5mZmbUNDHTntdgbW0Nt2/f1gRE8xilrqVSSRLsW7duoXS+8u5b3/qWPAYkpr/zne/g3r17ePToET777DPcvHlTAWfc0Wpctbi/v69oCUYdWywWJJNJSSlrtRqePn2KRqMBu92OQCCA999/X0FpVHVRNGKz2TAwMKAgRE5EX/X666hl3ABq54W9E8CbaJKk7wH4bTQVM/89gLfO/8jb5///yfnvv/tVeDvweTEmCccuniqA/v5+OeGYT8GwL6OkrV6vK6KARFZHRwey2azIq1AopEAl6q0//PBD9Pf3S6989epVLC4u4utf/7qiW8vlsrqrVColNQoNI3wfLExUS7CLIXnE8Zm6Za/XKxUQu+l6va5ALWrQ7XY7XnvtNTidTnz66ad6uIm1t7a2YmxsTF0lsWEjOchVgPx9aonZKTK1jqogFhGjm5bEHPHRRqOhEZ2Ru1wqbbVa4fV6BZmQ9yAWTIKQhzgPO6BZbI0wSTgcRltbm4o+XaXGDBVOablcDul0WjwO42/pBqRhhIcSSXwjB8POj3sySW4SLuMWJGrxr169ivX1dTx+/Bh+vx+XL18WBEQogdBQo9HA8PCwrg3JdIvFgjt37uD1119XoBj19TRwUeljsVgwNjaGtbU1cVYulwsejwfZbFaKqPn5edhsNmWnjI+Po6WlBY8fPxZZyw1QR0dH6O/vxyuvvIJ6vY65uTlBKsTy2WhlMhkdAvxch4eHMTs7i1wup90E/P7T09OKs6YhiAcWJxBCOYSemCvFvH4SjB6PRysL8/k8hoaGVCuotXe73dpbS6VPqVTS3oD29nbBOYT6yHMxhoCBhCaTSbtXqXJh4SX+Tz06VTGMNxgdHQUANU+EpHgoDw8P4+DgALlcDjdu3EA2m9Uhz/ufclZuX+L9Xjrf1vVlr79O5+4H8KNz3N0M4I8ajcZPTCbTPIA/NJlM/wuARwB+//zrfx/A/20ymVYA7AL4u7/qLzBadnkOUBZGwpRdBR+SQqGgTpXSo2w2i76+PsTjcVitVlSrVTlJKUeiyejw8BBHR0cIhUJIJBLa7MNExuHhYeRyOVy9elXyyOPj5rYkt9utsYtKhkqlgmg0qu6B0AVzmZlj3dfXh3w+r26ZODrNSrxpeROSIS8UCggEAnjppZeUUULn2tHREQYHBxVPy/d6fHwslU+tVhNEEgwGBc1QaUQ5HLM62CFxSmBi4OPHjwWLkIj0+Xx4+PAhRkdH9R7a2toQiURkLMlms/D5fDIEkdDO5XIaNW02G7xer8K5CFdRmsgDkKQrlwbzAN7d3VVaJQuE0S3KIt7d3Y1Go6EHqKOjQ7wDlzcDUM4MyUpCMlRwUZFD4pzLKE5OTvDjH/8Y09PT8Hq9FwxvS0tLSkAFcCFlsbu7Gx999BE2NzcRCoWUncLpjkXKZrPh8uXL4hJYnBwOh/wXPJCPj5tx0v39/TCbm6mWZ2dnGB0dxb1795Ql09nZqWUp1PaXy2UsLS2J/A4EAnC73Tg5OZG002q1SglVq9VUINlQEb5hQJ7RyEdiOxAIIJfLKfqZB38gEBChTEfq0dGRCj6VMx6PR9JW3sOPHz8G0IRFuRPixo0b+Iu/+AsptSgp/OyzzzAyMoJYLCbJIeuLsTEaHx8H0Mz/t9lsiMViKJVKajz5+bOxo7OZ0B8bIV438lojIyNIJBJYW1u7kHoJQOosj8eje5ZN1H8xLNNoNJ4AuPYFv74G4NYX/PoxgL/zq76v8dXW1gaXy6WFAYz6pN2ZUbrchkM79fr6unZf0kbO4kSIh10wTTOLi4ti8JkDzxD+bDaLlpYWxONx5W8/evRIXenCwoIkbcTHiSfydGVh52m+u7uLubk5BAIBSaboRDw5OZGmnrASi34oFMLm5ia6u7uFRxaLRS0ajsViMmlQSrm9va0cD8r1CCmQnORDQO8AIQ2qHrxer5j+QqGgokApIGEHLqs4OzuD1+vFb/3Wb2l9GtVAGxsbSCaTODs7w/DwsH4+BkmRjGOX5na7RXbzmjYazdwhTm0sFowkoMyQnoH9/X1BRQy74o7aUCgkIp2LM/r6+uDxeIS3n9/DmsYqlYpUNiTPjAuiWeQDgYA2KvE9vv3225iensbExISKp9vtFtlPsw7QNOcUCgWRiclkEoVCQY0JlTPRaBQ2mw1zc3PKked7aWlpERFNQpKfa1tbm1QsXOhO+If3cX9/P8LhsGIUKpUKGo1mvPPw8LBitulLaG1txYsvvqjGLBaLwWw2Y21tTbCCccLks7q7u6ssnps3b2pBd6PRkLRzdnZW/A+5Fu5j4F5TSml3dnawt7cnvs5sNuPo6Ai5XA6BQAAejwfJZBKxWEz7Gxg9srW1he3tbUQiEZkVOa0NDg5ieXlZUQDXr1/H7OysGsMnT55ocTUzo8ghkdcgfMO0yVKphP7+fj2b3ETm9Xq17YlmTk4jvO/JT9TrdeVwfdXruYgfIKHn9/thNjcD7mlp39nZkeKjtbUVb7zxhoLBtre31Yn39/cr/pWkH7t6bm+im9HlcsFut6u4M1GSp+r29jbS6TQCgQDW1tbEpHd3d0u+xoLJKFoGMn3wwQcijFwul0Z9alxpipmfn5dRiE7AwcFB7XzkMmCu3CMZODQ0pO6Njks+vJQQcucmMXTqhdn58eAjTs5iw1HV6/XiypUryOfzWFtbuxA7YLRVcxJhJ87QLHIdhNe4npCuW+LilKYSmqFphgWHiiRKIOkNGBkZETFJOVqhUFBHTZiK9xTwuYuX94TNZtNBw/GcmfLUmfNQJ/TDCZIFPp/PS5FDjwD1zIODg9jd3cXS0hK2trbwzW9+E6VSSfkle3t7CIVC2r7U19eHRCIBAJq8uGu3s7MTDodDBG8qlZLJjlkwDodDZGYwGFSXx+UUQNM7EgqFcOfOHWQyGcFYVI1NTk6it7cXn332Gfb393X9KecNBALwer2oVCp48uQJ7t27h5OTE7z66qtquKLRKG7cuCFvCCW7pfNFJlarVasomYbI98rPjHAKlWu8/oRwCA8yxjmRSKCrqwtutxuxWEzOdJq1mHVfqVRw6dIlpNNpfX4soMTit7e30dHRAa/XC6vVqvfX1dWFhYUFFAoFBINBVCoVPH36FNlsVnlV7Lj5edKERzf6X/zFX6jxYmEmJBaPx3FwcCCRAp8d+/mGukwmg9bWVjVARoXUl72ei+LOXBF2Ux6PR3g6u6qtrS10dXXhgw8+kF2YeS3UWhMLo3SOyoLOzk6N6Xa7Xe45Y8oaJZItLS2YmprCwMAAfvGLX6BareL69etonOeDEI4gbsxFvpRRcdy1Wq1SnBAOIdS0sbGhgshiTDMNnZ/GgwP4fCcmdzESg2PXSvmbMegJwIV/MzODnTOvfVtbG05OTjA/Py+nHG8iLqrmYZLJZJStQ4nZwcGBci4Yn7u3t4dIJCIzF7t/Y96PkQDjz0OFEk1mdrtdCpnW1lYkk0lsb2/LI8AHlYdb6Tzvxhh/yy6qVCqJV6ABJpfL6V5gKJfR+Far1URQs1skBl86Xy+3v7+PoaEhjI+Pi8TmEomZmRkcHR1pSTSD1qampkTaHhwcqNslId3R0aFdBIQAuJKNDYzZbBZMwomXy7w9Ho9id6kZJ8HK3B5CDjzEKpUKJicn8fbbb2N3dxeBQEDyVLfbjeHhYUn8qEJZXFzE6Oio3NWdnZ1qVni4jo6Ool6vY2VlRYuj2dFyMiVMxUma3AcPb/43Q+BI8g8ODiKfz2NwcBDRaFRpjpQxUgXFRoTKsps3b2JjY0OcDglucjsOh0MELxUxvO/b2toQCoWwv78vuIUSZcK1Ozs7gpXpuu7t7UUkEkGpVILf70dbWxvW1tawsLAAr9erxT8k1elePTs7QyaTweXLl2G32+F0OlXfvur1XBR3I+nEXO+NjQ1haMQUWcir1Sqmp6d18WOxmAKEeKPyVKa0juYhZr5wwXI2m1V3x1AoKhxo1qnVatja2tLDvra2Jjkb96ZubW1hd3dXEAtxOCoZrFarcrE5IrOTj0QiulGo/iBpycXOdGrm83lsbm5qhyLT5QgH9fT0wO/3azzlGJpMJgHgwrKKWCwmez6LMItpo9HQQ+3xeKQS4s+bTqfR19cHn8+nDpojc1dXFxwOh7B03uCbm5uKAqZO32q16uH1eDxSrHR0dKhIeL1eFQIWLE4MPGQBaAqgMQn4fFcrpzujkopbdojbk1xl4h8AddtcbkFDGJUg9CUUi0VF+La2tmJrawvpdFouZ7po+/v7FfkcCAREUmazWUxMTKjDfPjwoTwDp6enGBgYkJTu4OAAq6uryvzn50qJLKeriYkJZLNZLC8vY2pqCvV6HVtbW9jY2MDw8DD29/cV3UxZ6IcffqhOmFCYw+GA0+nUFEY/RiaTkekuEokgm82iXq8jnU6rmHJL1+HhoaZsEq4kG00mk7imjo4OZewbHarM22FwGOWeTN08Pj7WJiu/34+RkREsLy8jHo9jYGAAExMT8husrKxgY2MD169fx9HREZaXl2GxWDA3N6epcn5+Hk6nE6FQCAcHByJ3WUMotWZsAeMoCL8R5ydvtLm5qbiInZ0d8USBQAALCwuYmZnBjRs3UKvVtBWOIXFnZ2eIRCJIJpNCIkwmE65evYqf/OQnX1pXn6viTtLL5/OJkWcRMQaLHR4eYmZmRjczR3oqJcisc00WOy52NtR6E6fl0gHqsqemprC3twen04l0Oq2Hm9tnJiYm8Nlnn0mnbTKZtA2HWm0WJmOyHjsPYywvVSeEMpilwsI1MjKiTHri+yaTSaoi5sq0trZq+QJ1zcZFAyT1GI/MTpe4L2EIMvCED9hFEhetVqsYGhpCJpPR965UKvD7/ZJ6UsbHkZeJhBaLReQgden8M2azGaXz7BxGxfJgp8OUX1er1bTYo62tTYcmNdz8h12P3bAPl7lDjKYgr0O8k1MPdwMQK2b3RTKQ+Dw7z3q9Lm6EhFypVMKVK1f02fMB5WIRLlgnSU04hWYYyhetVis+/PBD/PCHP8TBwQHW19fxzW9+E0tLS5ibm9N0Qucus8XX19c1wufzeYRCIVy/fh2Li4tYWFjQXlUerOQ2WNgdDgcikQj8fj/u37+PeDyu54EQytnZmZoMxlHcv39fHgv7+b6EjY0NTExMoFar6fDo6urC9va2iEfeH8TZuTGJMFR/f7/C+pjF3tbWpvC2zc1NSXAdDgdu3bqFzz77DJubm5icnJT5i40DodONjQ3xdZ988gmGhobQ3d2NtbU1ST7pcGYD5/f7sb29LcGB/TyenDyQMZeGGn+qp5xOJ7xeL7LZLLLZrBy2i4uLijo2m80Ih8NYX19XI0rPAOuVMVbki17PRXHnjclERSYkjo2NYXZ2VgWGNxILUWtrq0gUYuHHx8fSnQNQlrvdbpdDjFAJ17rl83lEo1FsbGwojhWAoAMu3jg8PITf71e3XCwWJW0aHBxEsViU5IrblbgmDWgqT2j3JtZJ0oWFk6vD6LCkCYoTCUPQ2A2T6Ozs7JSl2ev1YnBwEL29vcjlcnj48CEAKA+F0wOLIAnK7u5uHSKlUgkulwtXr169sPGeMrv+/n4kk0nU63XlWlutVvh8PpHFm5ubsttzvKZ2H4CyZ0iA9/b2arsWIQeac4DPM+m5sSeVSqFWqynXhUFzPDDdbrfs3Uao6vT0FNlsVkWkWq1id3dXcAunF8o52dGnUin09fXpgCD3w4OFezgdDgfu3r2L/v5+uN1u3Rf379+H3W7XPbmzs6NMFx7YRoUJO15mlP/oRz9COBzG6ekpRkdH8fWvf13TWiqV0kRClzev9djYmJ4ZoOneXF5eFt8TDoextramGAwuw3Y4HBgdHcX29jZGRkaQy+WwsbGBX/u1X8Pc3JwO1729PayuriqnaGhoCJVKBT09PZiZmZFMd3V1FVevXlXU8erqqmBTquRYNAkbEcajsqW7u1vO1qOjI6yurmJkZATA5xBkT0+PDgZeU/Iw3GiWTqdF8HKNINDcVRsMBrGzswOv14vl5WVFLFPNdnh4KE6Pi7iB5r7kfD6vXQH8O0nA1mrNhUKDg4M4PT1FOp1WI+t0OrG8vIx8Pi91GNcx0g+RSqWk6+/q6kIqRWvRF7+ei+IOQAsNWODp4uQYz1HeZrMJu6WMq16vSyvd3d2tPY0Wi0WuukKhoJuZBZ0rtzj2Ez/nJiQ6RJkcxx2I/HUAgn9IGPFhY+Gm8oWdMDec07rNJdsWiwWPHz/G0tKSQpquXbsmDJx7WAnd1Ot1TQHsRtjxtrS0aCpZW1tTx+73+wVZ8XAwFrzt7W1JNmu1mlyN6+vr6jSI7ZtMJh1czLThtFA6Txbs7e3F4uIidnd3taiAxDDHUhZGFn4udjBKKp1OJ5LJJA4PD7V6kbJUJjsCEEFIwpQ58e3t7RgaGhLkw4eCkx1hKU4KAJQfw/G7ra0Nw8PDcpVSZsrDMpPJ6GBlVPMbb7yBeDwOi8Ui+zi1/exme3t7NU0xzyQcDgsy6+vrw49+9COlGVIF9dZbb8Hv9+PSpUvY2NjAa6+9hvn5eWQyGclnnU6nuB+v1ysHKQC89tpripJeX18X38DgLZfLpZ/XmMXDpd6cOo1eDsYVUynDpRSVSkULtRmtu7W1hffff19kqclkwtDQ0AXD1K1bt7C2tqapnLpyQn8HBweahDwejxovpm1SLUN1Gw1S1NU/fvwYN2/eVKBbb28vJiYmMDU1hcXFxQuiBHIrQNOXw322jPal2okwMLF8wrmHh4c4PT2VE5jXlIY5unQpvaUnw+fzCXokpONwODA0NIRoNPqVEQTPTXEnucjgqVQqJX0uOzbefMT/mAHND79YLMLv94uUYydKsxAAGXdIqpGMZDAZMW4GIDEbnWmGtPFz2bAxHGtzcxMnJyfCZ0dHR/H48WN1aYR5AOihphmGEEFvb6/2cCaTSUxOTqJYLEojTKULAKUpWiwWOWU7Ozvh8XhQKpXw8OFDbWqnIqi1tRUWi0XSLIawGRMsz87O4HK58PjxY/3a4eGhuhsWPcIkxHiPjo7UtVM5EIvFpOvm2MpOivg3V+yRcGQHTfhjfX1dk1kulxNhyjRL/kyEv+x2u4gzdrE0TyWTSZHLjG2lLI9dIk0oJDWpmiIkUCgU5EVgQB3xVaMpJpfLCbOen59X+iPdzb29vVLBlMtlrW786KOP0Gg0MDU1hfn5efzgBz/ABx98oCgIwmQrKyvo7e3F17/+9QvyQMbbhkIhLC4uCuphsXG5XIIvKfdkl8nrTo051TjkdLq6unQYAE0zHkUKfG802mWzWQwMDKC1tRXz8/NSo/G6UjTBnBZen6OjI1y/fh0tLS0XJg4SmowNcTqdmqTotI1EIkp3ZQNHSIcHs9lsxu3bt/H2228jm83i0qVLmJ+fRywWw/r6uhoboKme4b1MAxkD4Nhokg9iw0csnRxWqVRCqVTCCy+8IB6NcE13dzdOT0+xuLiogs/vwWbWYrEoA8pmsyEYDKJYLIoX+rLXc1Pc+YDTlcmOjnZwPjTb29va7AN8vuiDNz5dfCRgXS4X+vv7sbm5KUcgcxsACPNlxgvTINkdE887OTlBOBzW2L+5uQmLxYLJyUkRS5T2sXDPz8/j+PjzHarEmwk9MCWy0WhoI8/BwYEy5AnxcNwtnW+w2d7e1vjM4kZbMrfGsNP1+/3o7u7+K0WEBYIPbk9PjzTM6XRa12pgYEDBbcTgmb/CXG1OLMbFHYeHh8IFfT4f1tfXRSr29PToAKC5iuoBjsD8HOkFaGtrk6pld3dXSg9GSlDfXqlU1KkzC4ZGHz6QLPrEmwlp0cLOz4l6aJKqXPvGroxpiYRtGDvAfJbNzU1cuXJFXR6nlkKhoEx7hkW99tpr6OnpgdvtRiaTwR//8R/j/v37uHz5Mnw+H8bHx7GysoKlpSUlMjIhsqenB59++ilOT08xNTV1QQFGVy2jOU5PTxU1u76+js7OTkV5nJ2dIRgMwuv16p7lRGK323H//n34/X4Zdvb393Ht2jW5qTc2NrC2toZIJKLYisHBQayuriIajWJ+fl6L77e2tjA9PS0T2XvvvSflUjgcxtjYGObn5/WcMt3y4OAA0WgUa2tr0tCTkGeQXyqVUiYRoUcumqYpbGFh4QJuvru7i0gkImiEZjuGxjH7iV9LuLbRaOjvpt+ECASJ3ng8jt7eXvT396NQKOhnZgNis9kEkzF4kLWQTmNGmfj9fgwPD2sa+KrXc1HceRPQYMPUNWJYlKERY6cqg+5PhvpQa+xwONRl7+7uyurLB5PGAcofaeigtvbw8FCFig/J4OCgCuDW1hbee+89jI2NwWw248MPPxQv0NPTIyyNmG25XMbAwIDgBDozGWdKDTYNDnTq7uzsCDfnA8iboVQqqcgzJ4eTAAsqMX4ad4BmoqbT6UQqlcLq6qreN7spOgYvX76sEDYelIQPCEcQW2UxpCIHaMJsLpcL9XpzbaLValXGNcduEobA52vcIpGIdP6cKtjNVatVuN1upNNpkdKUd5K4ZpYQMXPqjI1GkkwmIykq1/JxTR7laHQ0d3R0CANmHgkLOf/OXC4Hn8+HarWqTT7csBSJRPDgwQPFGWcyGYyPj2NqakpuWlr7uYSGy9pbW1s1LTGHhWY1xhvQODY2Noa7d++is7MTw8PDWklJsw513WazGSsrK3jppZdk7vvoo48EF9VqNXg8Hsnt/uRP/gSZTAYTExOagDjZ+Xw+JJNJ/MZv/IYCy8xmM+LxOPL5PBwOB+x2O8rlMgYHB+Hz+fDZZ59pfebw8DD6+/sV0MV45xdeeAEDAwNIJpPqYHmdyK2Qq1pYWEA0GpWpkPARUzQTiQT6+vqwvb0tiW5XV5eaAIZ3sdnxeDxYWVkRYU3uy7jvAIBMRpxcKS8mDEU0gDXK6XQqy6izs/MCmUxfDyMYSP7zRc+D2+3WhOpyufDBBx98ZV19Loq7MWaVckTiqCTLWLxohiG5SuUDMVY+MDS8ANBJSoNDKpWC0+kUvj80NASfz4dHjx5JtgY0CxQng9XVVRwcHMDv92NrawtutxupVEqJg319fVqewBuLHStHURqyWIyZqFetVhEIBDR2MW2QMcckXGjY4M9FFyXTMKvVKvx+vwhZI1FYKBRw7do17TXd2dkRF8BCe3JygomJCQwMDIjQMaZqEiZpbW1uliIpyTwNErvkAjo7O9X18mbd39/X9TUmSVKeSsUQYTMWYLp66UTm19DwxK6fhDw5D7733d1dTRy0iPOzM+4L5d95dnamP0ei8fS0GZlcKBSU8siM+nA4LFJ1b28Po6OjeP3112G1WvHw4UNNE5cvX4bT6VQCIaWYx8fHeOedd+QYfvXVV/HRRx/JVMOVjxzF3W43QqEQ3n//fXR2dgozTqVSmJyclCnmzTffRKPRgM/nw49//GMcHBxISjs5OYlSqYSZmRkR3szv39jYuOAofvToEXw+H0KhkJQyHR0d+NnPfobR0VEMDQ1haGgIVqsVqVQK2WxWwoG2tjasrq4iFArh5OREcmGLxaIUReauEObc3d3F+vq64kGoBtvc3BQOz8ZhfX1d8RiHh4cKt2Psx+7uLp48eSKPA6FRZkDRSPbw4UNxE+VyWfcihQw0+HF3Mws8w+54wLCrpgrmypUrkmDTk9DS0iJhB5V6hF4pwCDcSdlzMBjEq6++qgXkxmbqi17PRXEnFshVY7TQA9CuQF5QEmxMS2NcL23fANR5P3nyRAWJem9i8bRAM688mUwqgZAs+MbGhm48FlLGtzIelRkUtVpNWl1mcVCtQI07TQkMHeMDQvcd8TvGy3K5M2MMOF3wfQHNFDpCEzxUenp65HDlCE2Z2erqKnK5nCYhqhU4rg8PD4soKp1nrROH5s9J1UFLS4uckiyGXFpArJYPIRURfJ8cl8/OmludBgYGtPuWEBULqtPp1L5VqiioGjo5OZH9nA8NTVXkIFgQ6XXgw+TxeASR8XscHx9r3KV8jRMlI3JJ5lOu6na7cXh4KA5ocHAQAJQ70tLSogXODIYiEVkoFPDiiy+ip6cHH330Efr6+jA4OCiFiNvtxvb2Nl5//XW8++67us7lclmEcUtLC4LBoLT38XhcRBxlepcuXcLm5iZ+/vOfo6WlBel0GlNTU1IuMe8km83i6dOnirc2Zqhz4xinwNPTZp79n//5n+P73/++lGaEmYrFojpOyjKZdRMKhRQrsLm5KYz89ddfx+XLlzE/P6+sHB7ILP6E0YwwKN2wfJ5YN8inBAIB3TOdnZ3Suk9NTambpgmQRZvO2/X1daluKFbgM0yOil07fQp0p/p8PkVlkNfa2dkRCU1JLuE9s9kshznv2UQiIZjw0aNH2uP8NwKWIb5MHTjT8yjWdzqdGnuo7WanyfyM4eHhCylpRmKC+wZ7e3tlEqIsiRIsxgJwU9HW1pYWiHi9Xmnoud2e+D7/HhYxFq/j42NhdcT7aI6hXIq4LS3r1O2ySybBd3p6Kq1rMpkUjEIZIgs4l2OwcyEcwQOF3Vx7ezsGBwfR2dmJYDAo7S2TKukf6OnpkTWfWmmO8rxZWeDpJq1UKops6Ovru7Cphml8PKSJy7LI0/kbDAZht9tFJPMBILadTqflrGXcq3HNIh8EdpiUmNLOz9WI6+vrcgFTdsk0Seay0xdBHJewGuELBkMxMZAHHUPM1tbWUCgUMDY2hmq1iocPHwoWYHBZqVTC6uoqHA4HlpeX9aBbLBasrKzgxo0bSoUsFAqaGpmbQpVIZ2en3v83vvENPfzr6+vqJsl5hMNhRCIRTX6csOgk/d73voe5uTkZf2w2G27duiWnaOl8WTfhhZmZGfzar/0a4vG47g/i29evX0ckEsHDhw9RLBZxcnKCRCKh7CBi0ZQJbm9v4969ewiFQooN6enpgc/nQz6flxqLjcb169eRzWaxubmpcDfGBxQKBRweHiIajV6Q3tJARp6EChf+/8LCgg4FCggokWUMAqd6Evg8WBjsxQaS4XoAFANNboU83/LyMrxeL0ZGRvD06VMUCgVcvnwZALC4uKgpmJO9Mcfmy17PRXHnA/5sVgpjQRkVSryX4w87UDokicMyZIuEBE0ljIyl047ZIAwmMxZCl8uF7e1ttLW1Kemvvb0dJpNJ+0OpGCAM0NnZicuXL+Pw8FBLgdmJcok2lRYAtHeRUA1xfcIOXChQq9WUHc6Y1UKhoEx4qjjYuRkNXMToWEBNJpPgKf48g4ODknfG43EplgjZfPjhhzg9PUUoFJLaiOFSxLJpbtnd3ZVEjh0Ic0NIltIUVCqV4HA4dJD5fD6NwAC0b5QPx/r6uuAdHnpUS1Axw/GZhQuAoCLGUzgcDuRyORUhjt+Dg4OSLDIdtFwu4/T0FIODg7pe9AsQrze6fmkyYbjT9va2inkmk9EeX0o5G40G7t27BwCKPOCSGrfbLXKPkBHhyGAwKGcsl43TwcvNSuFwGBsbG0gkEmqSXC6XpuNisYjZ2VkRdFzjSBiKOD+nvMHBQXXx1KlTxbG5uYmZmRktzUmn0/pMaQAjb8OpiQXbZDLhwYMHGB8fV0Q3AHEDq6ur6OzsRCwWw+bmJgCoPvj9fty6dQt/8Rd/oWmG3FUqlbowzXFBRkdHh7gaGtgoA7bb7er2Hz9+rG1SU1NTmsxogCKhSxyfklne65xwae7i80q11sjIiCCW5eVlvPrqq3jjjTfwe7/3eyiXy+IVisUibt68qSU3XAvI7v7LXs9FcaeKAGgWSkoaiccyS4UdZzKZVLhOe3u7ujmy5m63Wycdc745dgGQhKpcLmt0IsZNLTQLN7ukg4MDjI6OSuLGjp2MOkdCGpKCwaCIU7oN+cAzII3BR+xaR0ZG9HfxmtRqNeVcsygeHx9jaWlJXRXlbMT+CoWCvi+7jba2tgubmEjaDQ0NwW63a2pJpVKwWCx6yJLJ5IXEwJOTEySTScXKspNnxEO1WlXOzPHxsaR1hHWOjo6kief1ZwdHedjW1hYajYbCx7a3t5HJZBT2RbI4k8kgHo+LaOWiBOLwPDyMsseDgwMVBUrlmN/Cw4OuWxKqnIBsNhuq1aqcknQTUvHE8KlKpaJrwS0/5HIIl9DRzIgHQiIkGBmbQGkt703m0RPfPzs7E0xHrwNXB+7s7Mjsw2iOf/yP/zGePn2KxcVFvPPOO4jFYpicnERbWxv+5E/+BNlsVpJWTpJ0A9+9exdf+9rXNN1dvXoVDocD6+vr2N7exuPHj9VADQ8PS5eezWYlH04kEuJpmJtEPTolmgsLC/jBD36An/70p/j44491+GYyGUxNTSGZTOL0tBldTTUT9egMgmNsNSd71hLCqHQgExXgVERJKZuFRCKBTCaDmzdvwmazSSZLZzORBNYj8jzkftiEtLe3o7+/X9eOWvZ8Pq/nxefzweVyobe3VyKGzc1NjI+PIxQKodFoIJ1Oy4X7Xxz5+//Ei1htrVZDOBwWpsixi4W9tbVVjjFCBkYzAS8ujSMMIKI+1rglhWQGO2WjtIj/TVKQHSexNmaUkOFOp9OK4yQpTNw4Fovh0qVLePz4MZxOJ65evYp8Pi8JGnXc7DJXVlZ0E3LkD4fDWF1dlUKD752rAPlzE2qiDZ9dHm/CaDQqgxiDoY6Pj3H37l3cunULJpMJExMTaDQaePjwoSAmjvs0SxGr3tvbkzY5Go1ifX1d2dxckMGlB9VqVWQcl4n7/X4sLy9ro3upVEI8HlcXVCwWUSgUtLmps7NTD2KtVpOzk9MN8/2dTqc0yAwgI9ZqNpt1qHC3JSG20vl2JkYnsAgwJ8e4FvDWrVvySRSLRWQyGWnlicdzMjw7O4PP54PX60V3dzc++eQTdHZ2YmdnBwA0AbAhYXQFw9v8fj8WFxdlY/f5fJiZmcG3v/1tiQ/GxsakyCJH87Of/Qz9/f0AgM3NTcU7RCIR5R1FIhH09vZKusf77969e+jo6MA3vvENPHr0CKVSCXfu3EFXVxecTqfSKROJhD4TymGvXr0q483JyQmePHkiaIXENyGyYrGIubk5xGIxBXC1tDQ3avGzHRwc1LIcs9mM1dVVXL58WRPQ0tKSgr2ejdhgo7K/v684ZBrvCL+43W5xTKwVzH0itLewsIDh4WF155zWCIkybIy1ggW+0Whosmeto1iAG59KpZI4DvopYrEY7t27h+HhYbz22ms6bJaXlyWD/lWv56K48wLQIEIChpALEwi52oyLcClto9W6UCjAbrdjaGhIxT6TyYjcq1ar+gAIlTCWgMoUKjJoYd/Y2BDGzcLGD41a63A4LOlbX1+fVmwBkEGBtnSHw4G1tTVcv34diURCLsV6vY6f/vSnKBQKIvyICbIrp7aYywsGBgYAQJ09Scuuri5xCxzBKccibh8Oh2W1b2lpwdzcHILBoHZy5nI5ZDIZFQcAuolJVLIrGRsb0xhOlQ0AWbSJgTJnnXs06RhkAaeJBsAFWGdgYEDkbGdnJxKJBGKxmJQzLAZceXZ6eopkMgmn06ndkwx7Ir9BCSOhMrfbDbvdjv39fdjtdpnLWJBcLpc4mNPTU6ysrCglk/gvp4ZKpYLt7W0cHBxISsqcFRYbhptx/CZWT46CCzR2d3extbWFaDSKzc1NBb1ZLBY8efJEKaLValVBbsyroZRvfHwcCwsLqNVqWFlZkaGMh+vZ2RkCgQC+/vWvy8Ebj8e1fOU3f/M3sbi4iI8//hjvvfcefvu3fxunp6fY2trCyy+/jHQ6rfhfJmLSOPfw4UMMDg7i0aNH2NnZgdVqVfGlJZ8OT6vVCo/Hg48//hjvv/++cmMo++zq6sJnn32mLJ/f/M3fFNlKZ7fZbBbeTjVSvV6XoZHqK0YJEwLs7e2F1+uVA5y+CJLhxlWbh4eHCIfDyOfz4tnYCBk5DE75rEVAE/IymUySv166dEmcHP0yRuXgD37wA8Vjc18wUy0PDw9x586dL62rz0VxByBCtVqtKhWOMbk8qchOT0xM4MmTJwCgh50mgdPTUwX3s+s0WtSpEWcXT5iBxAjhBavVimQyecHJybEMgCAXYxYIIQnK5Hp7e3F0dISJiQk8fPgQS0tLePLkCdrb25X3Qnw1l8sJ32VmNhUvzH4h7kppJTHc8fFxEXitra3Cz1tbWy8kCW5sbGhhBMlAbq5ZXV1FKpVCJBLB4OAg+vv78d5772mpN+WBtKDn83k0Gg3s7e1prR6JZz6oJJ1oqmG3Q9PZ3t4etre3EQwGAUAPCCEswlKERoiRA03ow+12iztIp9Nav0bclwWaqZ4ul0vvq1KpXIj4pUGK77evrw8rKyvCi6la6unp0bL2paUlwQGl8/2mLPAAZKKy2+1oNBr62Wq1mg6qYrGISCSihMfJyUm0t7fD4/FgdXVV5B27bIvFgs3NTRHZNOxduXJFUy4VNdVqc2Wc1WrVqkpyS5OTk4rYNkpv0+m0poq+vj5EIhE9O2NjYxf4JB4+Q0NDsNlseOedd8RfUQVDtRmlxy0tLQruYmQBI0PK5TISiQS6u7vx9OlTbdqKx+OYnJy84MUwmUza4fDxxx8jm80iFovh5OTkQtdNUx/JdgC6Piy6VJV5PB4JGsiNEd5hVv4bb7whvJ/QkNlslrmRxkAAesYqlYomCqIJ2WxW8JzT6VQYXjAYxPj4OFZXV/HKK6/g4OAAxWIRKysr6O/v1587PDz8myGFBD4nKdxut6CH7e1tETDUVhtjBxj3yU6VrDPXooXDYTkUWSBoTqEMibh1JpMRfkrCjWM5uzUWSsa6mkwmEWbb29tIJBJar0c8rbOzE/Pz8+pqiZ0aGXez2SwFiXH9HiEnt9utUd+YbEcegTJQ6rx5+nOyaGtrrkjLZrPSwBP7XV5eVgfBAk5uYW9vT3kXAERCnp2dYXl5WYahpaUlxRz7fD74/X48ePAANpvtgnuUOe0A1LlSqkgXKjtlQjpU0BiztEdGRiRprdVqmmo4JVgsFqRSKalo2InRRHZ4eKhfY0YO3Z0LCwvC3Qn9kcchjr68vAyPxwOv1yvNNFU5xPIp3SS/QCMZYyySySSuXbuG4+NjJTuSYOzu7sbdu3el7DFm3/M9cNMSl7KTJGxra1NRJTyQyWQwNDQEs9kMh8OB/v5+QTzt7e1wOp3K6acbmgXl+PhYQVqEUtjtEzahlPHatWvY3NyEz+fD2toa7t27h4GBAczOzuoa8PkKBoPiYuhepmyQyipO6YRrurq6MDExgZmZGckkvV4v+vr6tDzaZDIp1ZX7Duh1YIQCF7qwHgCQlJK/xmee0+HIyAg+/fRTfPLJJ5qE2DQylZUcDCETYwDf/v4+lpeX0dbWJs6If/fOzg66u7uRTCbFtXi9XsnDe3p60NHRod2/NKP9jZBC0nYLQB8iNbZk7UmcsIugNhtodv0kbsh+A7jgvuRp2traKv32yMiIXIwsBJRlGk0TlI8Ruz0+Pobb7Rb8wgwIQiEMFqpUKmhraxP7z8Uj7ECpuyUByhwLErq8GY24OgsRzTbsCuznm4qM6iLmvJC46+joUJGhtM5IVpNMIjm9v7+PXC6nm42HCF10TMqsVqs4OzvD5cuXFaHM3ZXcWMXuiFkaxBlJlHFk56QFQFAW832IuzscDuWnEAMnXtne3q6tOJyEyOcY9flUUAFQsTebzXIgUytNCGFzc1MdOSE8ciCcu/JwlQAAlgxJREFUOOv1urB3ZqEzcoEGoZ2dHZGWXV1dGBgYQKFQwObmJqampuD3+5V3U6/XMTIyovuzWCzKpUquwzhNcrpjeqHdblczwIx1ykf5DHHRTVdXF+7evQuTyYSXXnoJs7OzmJubU1dKmSsAkYKUnJLIZ5jd/v4+8vk8BgYGkM1mVVyZCTU+Pq77hJ83jYUs+IlEQomIzK5hpLXdbsf09DR2d3cFm1JjPzY2hpGREXz00UfaQ7C9vS2Ik5MZ85z4jDLsjA0kJ2k2lna7HTabTfuA+QyyZrDh47WkmoqkcX9/v6bt9957T0gBxQjkawqFAmq1GgKBAOLxuIxTvA+8Xq8UeBShfNnruSnuXClFUwuVIbwxgM/X8fHh6e3thdvtRqlUwuHhoRhsmmSojeehQIkeiVTqp4n/sttlxjItygwJ4xhPQwYJI6A5eWQyGQUF2Ww27bekuoRYPc0v3JUJNDsHqnnIKbBj5K/RdXt2diYbNicTY2dLG//Z2Zm6f0q32AFyaxEL1Pr6uhQMPEi9Xi/8fj/W19flVp2bm9PnxcOM1nm+VldXFbbEBEpey+PjYzlEKVPj9GEcpT0ej/TynNSYHMl7YHV1FYFAQFnafA/b29t6GNfX12Umo5uQFnXi68SKmalzetqMBOahwkmCJCsLA7XhNDoBn3s2ePix2DI8KpPJKMo3l8shmUyqWNNfwK1k1LD7/X7E43GZsKjaIUzJ+4JTBjcv8fBrNBra68tdrzxw2traMDc3h0Qioa7b5XLhG9/4hiZbykU56fA60xXN/CQ2Dn/6p3+KWCymPQt0VFPUwKmWC6UZsUGo5urVq9jf3xfHQK05d55+4xvfgM1mw7/5N/8GNpsNb775JhwOBxqNhqZkbsriGkQWb0odGW/BQk8DoNEYx+eJzUc+nxdUzDwlPv/z8/NKl7RYLJiensYPfvADTWUejwc+nw/hcBgtLS349NNPFe/7wx/+EPF4HPfv31ejSHlzJpPBzMwMVlZWcP36dZydnWnvxPz8/FfW1eeiuDcaDcEx7L7ZcVL3zEgBo92XFngAwnVJkrI7YmwqU/4YPkRtNUkdRgPTjMMizc6QyXN09HF0Pz1tRnYuLy/LZEN4g9+bCgG6DknycduU0TxjsVgkqxweHlYwP7sTAHJLMniImdpUHVH5wW6fcARvYmqeGXUMQDLDrq4ubG1tXYhYppM3Go1iYGAAoVAI6XQa29vbysKhaYvXnRn7PIzYzZRKJUUf0MXHkZPXqlgsiosAoJuZNzy7NWMyIxUM5FMoUZuYmMDGxoaygni4A5DmmcuxaToBPs+aJya7trYm/JSjNTsoFnyamzo6mhvFGAxHyI1cCeEPKiZICLtcLiwsLKC1tRUDAwP6uQuFgsK7eB9TkkmTXDwex6VLl9Da2oqFhQUEg0E8ffpUXTdz70lYj46OCmd/+vTphT0HjKK+ceMG1tfX8emnnwJodp9WqxWLi4vqaCn94/NkVDpls1m5rEkaMhUxEAjo2bJYLIo4Xltbw87Ojqbq5eVlkf9zc3NIp9Mi7d98803cu3cPyWRSeHQqldL1mpiYQDqdRldXF0ZHR5FKpSSt5rPAw5w1hEXcyK0R6uNzxmeMEKPJZBKXkk6n0draXJXHfQPc50rhx8jICILBIP7gD/5AW8WY10RlGCd7QlLJZFK1jB3/lStX8Pjx4y+tq89FcQcgay5hD5vNJkkkM8f5YLIIUvJHHSn17syV5kXn5nTuAmU3zyWzHR0d0qAyQoDKGjpPmRBJuRXDhrhyjmE/xIFZ4LkXk9JBxolWKhVcvnxZjD25AEJR+/v7FxxonBL4cBOGWVtbU8dDM4VxcTS7PaoXAChqgVGiHLHZvfIBZofKgrS2tib9NzuXRCKBtrbPtzodHh5iYGAA77//vkwj/AxoTqO2OJlMSrpotI6TwCWezs6LuDpdvZxY2IUy1dJkMsmE1tnZqX2moVBIckDGGLOw81qw0yTePjU1pfVomUxGMEQ6nYbNZoPD4VCcMwBBYzzcaV7iofjgwQMVeU5S3OfKe7i7u1tT3aNHj4Th0szE4sRnwujp4EHKwDCjZHRgYEA8SKlUksSRe0jJCfHAy+fz8Pv9kkhy9wDvT7p+qUBhc9DS0qLGgxg2iz59Bo1GQ6mUDIsjX0Tojc9JS0sLZmZmsLa2ho6ODjUijMzN5XK4dOkSrFYrbt26hTt37uCdd97B+vo6gsEgBgcHJQRgJ8/cHD4HlDAWCgVNhwD0bLa0NOOkCe+ScyAJT6LaZrPhxRdfxLVr19BoNNDd3Y1sNouDgwM4HA54vV4tBbpx4wbi8Th+/vOfw2azwev1yilfqVTgdDpRLBbR2dkJi8WC69evY3Z2FplMBtFoVFLaL3s9F8W9vb0dfr9fIyzlRtSp0krOBz4YDF44XZkal8vlAEBFjIQPYRrmv7Agn56eKlyIIyi3utDiOzExIVlmsVgU/s5RnTclbcHHx8ca34mzcb8rJVDcvcm8DHbpPBwODw9F5BKX3tjY0OHDTS90D5I440PMPBZeL5px2F3euHFDuSBGUpEsPLcPVatVYbLM1q9Wq+qGCCU0Gg3Jwvjwd3Z2olwuI5lM4saNG4ozJidCtyc79b29PUUIc0ojSQlA76dWq2FgYECadxpkGKPAiAiSxlxGzqLIhcns7hgLy46OUwjzWGiaeumll7C0tITHjx9rrV+tVsO1a9ewuLioh5vQITFb6uuJg/MfFhgqQBgjwR0CXE3Ia0NVDCcp6rrpqk4kEjLD8ZAjx1MsFjEyMiJst6enB++99x4ePXqEYDCIqakp2O123LlzR58jYUBGZu/s7CCXy2F8fFxyP0bgGjkhADp4uMiE6hmjVJC5PXRvsrjR+0HeY2JiAru7uwiHw2pa3G63cvFPTk4QjUYBNONwub+gt7cX1WpzdV46nVa2FCWPbMBYH9iZc7UdizfvPTZBhN34ObOwA01o9fr167h165ZUeTQG2u12GRS57Hx8fByHh4fY29sTRGa1WtWwkKC9cuUKnj59qsbOYmkuH2Fi6Je9novi3traKvafm42oBmG3zG7i+PhYsQA8eRnIxe/Fg4HjFrsLSsPYaRiLidE2TxMRdeRcGUYSyOv1atUWu/yBgQFBSfl8HgCUDsibjrkwDx8+hNPpVGbI3t6eoBoSZ5xGdnd3UTpPRKQahB8w3aH5fB59fX0iiFisbDYbrl69Kl0vna/sbKmWIC5LDHpzc1NEa29vL9bX1+H3+3XYEB8Ph8M6KHt7e7WYI5FIwH6+t3R/fx8zMzP6PXbd+XxeJGZHR4eIKADiDUiyUmlDEpJKCKoeOHnwc+b3ZAofD9tSqSQvBQ804uE86BjjSpKaBhegGYcQi8X0HhuNBqanp7XqEYDgOUpWyb2we2MhNOYnkTQGmtkjDDOjZnxlZUWd/fb2tvJZjJAlAJGmwWBQnzUnxMuXL6vBODk5wfz8vBokv98v1UkymcTs7CxCoRDGx8fV0YdCIWxsbODJkyfyOGSzWbS1tSEajQri4VTEYkU+gGQqD1bKT/n/2WxW4XhMuWSUBA/J0dFRDAwMoFwuy5xnt9tx7do1LZRPp9Pio4DPD5rt7W3xA4RwedBReUWehnJmHta8x1jYAej7A1Dg16VLly4o+9ikEf+neGJwcBBerxeJREIeEZojj4+PsbGxIRJ/ZGREEz3v2WAwiHK5jGAwiM8+++xL6+pzUdxJOi4tLQmfjkQiks6RLGRHzhPRmDXDUKRAIKDMDm7GOTs7k8aXkAYAaXVZEJj6yIeFhdvv90uB0tvbq6Q6fn+G8g8MDKggjYyMyEFLAw1hD6p75ubmYD9f+8eCQ/kT4QWaHSiR9Pv9yuugPZ/Fj52b0QloMpmk7mB4Ea3rlGGyUJAU5kIBTiGcAniAkozkNaUKZm9vT9+Hex6ZqV0sFiXR7O/vh8Ph0GFnP98rajKZVJAZZlav15XF3dXVhbW1NUW10rjV2toqEtzhcCiHnvcAx1d2aMYceOLEfr9fq//K5bKiknkdeDBQUUPIiXwLSeOWlhZsbm5eKG6UIxL3pneBsB6LF6c3HjbhcBilUgmxWEyfI0leGmUYdMcph3APIcB6vS74iFLf9fV1acL39/exsrICt9stOevW1hauXbuGnZ0dfPrppygUCtrMxGwTKtH4/JL7IQzHa0f4i8Sp2+1GLBaTWS8cDms/r1GJRu7KarUik8kgmUwin88jmUxqG9Hp6ammyUqlglwupwOOhzDX8R0cHChEzNgssPjzM+FzaOzQAcijYSzu/G/+fl9fH0KhEKamprC6uirRBq8F3yMd4sbQPxq4SNJvbm7CbDbjl7/8JS5fvgybzYaVlRVcunRJUnFCRV/2ei6KO12hpfOkOXbGxof6+PhYq+ToamRho6vs5OQEa2trcLvdMsH4fD7hotSLElukEqe/vx9bW1uymhNXN8rA+FDz4nNvY61Wg8vlku2fcAWlg1SM8M+bTM09rhyrSO5R38r8Zm5wJ9bPsXFsbEyafcb18hDiz0OrMxU9dNzy72aGBosox92WlhaZx4hvMqeHzk+SOpRu+nw+eDweNBqNC1utiGFbLBYRwU+fPsXu7i7S6TR6enoQiUSUDkkJIQ1DAFR4SaJTZcNDgAcYJ5Xj42PtR81kMsLlGepGmR0P+VKpJHwaaCqeqE3v6enR58b3QcKVfoO+vj48ePAAy8vLcDgcWvhMeI0FihZzxkHzwKThjkF3qVQKAwMDmkSN6ifyA4zwbWtruxCLTFs8oUfjoX3//n0FtPE5q9fr2qlL6Kavrw+vvvqqDFJ8RpjZxLxxLruhKoj5SVSDtbW1ab0epbq8d/h5+/1+8SIDAwMK8svn87h8+TKuXLkCs9mMn/zkJ5iamhIpe//+fcEq3Ki2urqq58vv90v587WvfQ0+nw+PHz9GqVRCNBpFS0sLlpeXBaeQHyABz2eCdQlodv9jY2M4OjpCNpuVJJR/lvdDZ2cnbt68KWksUQZyFOR/eG1J3p+dncksSS8Boxx4+IRCIWSzWRHnNCx+1euvXdxNJlMLgAcAUo1G4zdMJlMUwB8CcAKYAfDfNRqNqslkagfwBwCmARQA/LDRaGx81fdmEA9VB3TJMT+70WjuMDUuqWVAEbNj+IPSWWaz2eTGDIfD2NvbQ19fn1Qj7OC42YY4J0ld6k/pMgWaMQOMK2BnHQ6HtRavUCgoF5vafO6d5Ko7Frx8Pg+v16sCFAgELqzv4vshYUxikzAVR34GVt27dw99fX26iUjmssjQUMWOj4Qtx1MWO4vFIrKQTL0R8ioWi5qkqFaivpcwDFUBZP8pP6MmmDe+z+eT8oGOUZfLBa/XK/6Ef/fx8bH8D5SgMRmUmSBUN/Gw83q9OiyoguL3pDqHgV7UP1Mh5PP5EI1GMTs7q9wPuhWPjo7Q1tZcQEHYjAFmjUZDHfXExIQkp8YYZ7fbjUgkoqaD750wH7F1o3yW973JZBJ+T906dec0NFEkQE9BsVjE22+/jcHBQZGQfX19qNfrmJ+fx9bWFhYXF3WYBYNB/PSnP8X6+jpaW1vR39+PcrmMiYkJ8RoMqzs+PkYsFtOiGqo8SHzu7+8jGAwimUwilUqJaB4dHcVLL70Er9eLer2OP/iDP4DZ3FwKfe3aNSncRkZGMDo6Cq/Xi1/+8peawjY3N3H16lWMjIxgb29PDtLZ2Vmsra3h5OQEn3zyCUKhEKxWK2KxmDwn5KbYpQOQac1qtWJtbe3C9Q4Gg5iYmFD4Ggu28f5sNBr49NNP8a1vfUuErNVqvSDR5mY1EvuMFb98+bKk352dnWqa/H6/GgK+H6IIXKn5Va//nM79nwJYAEAJx/8K4H9rNBp/aDKZ/k8A/xDA/3H+72Kj0RgymUx/9/zrfvirvjm7DBqAAOgCEsagyYYkG7elsIsgIcibnmPi0tKScGoA0s0eHByIYKHbjO7Qw8NDBfwzt4NQAc0Ih4eHuH79Oqanp/HJJ5/AZDIJV6bbjX8nSVRihVwlWK/X4fF4LizU4GFmTJ+k5p8Gj0ajgcuXLyvxktkx9XpdMAxt1Px7qtWqZFRA03EaDAalTqHEC4AOWnbIlIay02VYmtE4YzKZZMKicenKlSs6qJh+yL2VRus+u+q+vj55C0rn+fzMDOENzvfPLtWYYtne3q4QKADSgRPn5tew+yL2TfKNEwrNMyy0TqdTSZzsPsn5rK2tSRFEmSQ7Q8IIRpUX1S+hUAjT09NyAqfTacTjcfEvJJW5U/Pg4EAEbXt7O6rVqgo4D5yDgwP09PQIIiIpWiqVsLS0hEgkoiAsplZSQUQ+hvI6Fi4a3mq1mqJ0bTYbAoGAJmaj0mlwcFCEf09PDzwej7i02dlZuN1uHB0dYWBgACMjI2hpacG3v/1tzM7OYn19XcmwH374IUqlEgKBgPbRctXl/v6+9vVubGzAbrcjFosJenzw4MGF5eeEeNra2jA5OYmHDx+K3AY+D28jLMT7o729Hbdv30YoFFLD0NPTg83NTRnNeB/xmWtra5O0O5fLoaWlRWYuwpidnZ2w2WyKMZibm8Po6KgmLjZ8zPlnmiX1/Gw2vur11yruJpMpBOC7AP7fAP4HU/O4ewPA3zv/kh8B+J/RLO4/OP9vAPgxgP/dZDKZGkaA6pkXizeDqdhZA5CzkXAIiU1u/EmlUpIPcbxpbW2F2+1WkeYoy60qbrdbGLYR8iFscf4zCyNl0ecNQO0qsymIrTKgih0cbfOM/yVURKybO147OztRKBQuLLGg6YIkKxMiBwYGMDg4KKmm2WzGxsYGurq61EXbbDY5GCklJFxC+IU3KztrjqacUthlnp2dYW1tDf39/YpJ7u7uRn9/v0K3CAewsBL6OD091e93dHRgbGxMhpp8Pi85Hd2ULNCM9wUg1yMfIJp3GOMKQLAMH3pCRNzbym6e017pfNkDNc5cNgI0OzgeQDz8hoaGMDc3p2gCFsjT01OMjIzIfGJ01r7++uuCC5lQSqKcPwsVNfxzXM6+sbGBwcFB8QcM+mJXnkgkAED3lNHPQEKPkbOEDni47O/vI5VKYW1tTdPLFz2Pxv9md7u9vY3u7m5p8AGIR6HabGBgAG1tbVphyEDA6elpbYniYWyxWDAzMwOLxSKTVFtbGx4+fIhqtYonT56gp6cHDx48wPXr13VIWSwWDA4OolgsYnNzE1arVXtgCSVOTk5KztnV1aVwQMp7jTAmg9qo8x8bG9Nn9MYbb8Dr9cLr9WJhYQEtLS0yGRKDN5vNcnFTWcbiu7e3B5fLha2tLcGDxsk6HA7D5/Ph/v37yOVyuHnzJiYnJ7G8vCzpaD6fF8Fr3LHKBubLXn/dzv3/A+B/BGA9/38ngFKj0Tg9//8kgOD5fwcBbJ3fGKcmk2nv/Ovzxm9oMpn+EYB/BECqBxZK6oQpo+JNxm7k9PRUZA1vfBpBaCShsoKMOtB0kXFMpfSvXq8LLqAkk9tkeDhwrVdHR4dYa574iUQCPT09yGQy+iDZTQHNDpgSqFAopI5+bGxMSwb4nvl9OSJSCsobkA/wyMiIiDVyEHTUcpqpVqvI5XIabzkt8PvwOnBzE1VGxnVmfX19GBoakrmDLj52ulTEkEAlGdzf368CzLWEPEAocQMgSMLtdisaNxqN6iECmlZ3SgEBKJud2LXD4VCnVzoP74pEIvB6vVIZESriIQhAG3Uoz4vFYkilUrrG/Bpq9x0OB8bGxrC4uIjt7W1hsLVaDdFoVN07lTr870AgIGK7paUFt2/fVhH76KOPNDXu7Oyo083lcojH4yqAOzs7F8hfuntZ1BnzwJdxUqFsdm5uDrlcTkoVI1lIrseoBnn2RbiJ6Ze0yQNNFdHOzg7GxsY0NXBqBqDM8paWFly6dEmHbLlcxsrKivTdbGpyuZyiFo6Pj7G3t4fNzU1897vfVc4Ot0NNTU3h7OwMCwsLePvtt9Hd3Q2v14v9/X2Mj49jenoaOzs7GB4eVr5LJpMRrMUpiBMwlT23bt3CkydPNBFw0qRwgdJXXj+z2YzJyckLRra2tjYFGIbDYczPz2N1dRVXrlyBx+NBNBqVKtDv92NjYwObm5uKwGaoXCqVUtYOJ2NjXfuyl/krf7f5xn8DQK7RaMz8qq/9z3k1Go1/2Wg0bjQajRutra3qQhn/auxw+ADabDYVV2JaQ0ND8Pv9F5bT2s83rlNd0NfXp2xsdo4k5pLJJNrb2xEIBFCtVvHpp5+i0WjA6/UKmmA87N7enjA/Em8Wi0WBP1euXJFMjEQjcd98Po979+6p8ygWi9r0wgwLp9OpkLCxsTERqnTV0qj05MkTrK6u4tGjRzLdRCIRfOc735F2li5JduxGl10wGESlUkF3dzei0SgcDgesVit8Pp+uVT6fx9zcnFQOHFnJSRiNIHTgeTweBXLt7e1dcNASqiLUQPKqr69PCxqoWw4EAupoXC4X/H6/9PNHR0da30cfQ+k8h536b0anUjlBFycPJ9rJKWft7OzUTkpq/Jmyub29jbW1NSWHUgWTzWa1KWtsbAx+vx9tbc1dvwxTo/yUOPvw8LDUUxzP6ajkZ8PtYgAwMzMjopk4LgsKD33uPeCfZ5G2Wq3yN7S1tUltQrKQz4qxQBmeTf2a8et2dnbwwQcf4MGDB4LDqAjhRiUubna5XHLn3rt3D/l8HsPDw/j617+OV155Bbdu3cLly5cFkZJsd7vd+kyGhoZwdnaGK1euIJFI4K233pIPhQY1Zvd/73vfQyAQQCKRwJMnT+SsnZlplq2BgQH09fXh1q1bEjGYzWbxFczlByAOJBwOw+FwwGazIZvNolwuS/FjvE6NRgN9fX14/fXX1ZDRLV2pVDAyMoLBwUHcvHkTp6eneOedd1Aul/HKK6/g6tWrilngBGE0Og4PD8PhcKBcLmN8fFzqmmKxKOPcl73+Op37ywC+bzKZvgOgA03M/f8LwG4ymSzn3XsIQOr861MAwgCSJpPJAsCGJrH6pS+zuZmHTP06gAsJiBy3KBFk/kh/fz+ePn2KoaEhqWCYAUP4gLZno5SPOll2IpVKRbhjtVpFPp/H+Pg4Tk9PZYumJtnv98sdB0AFp7W1VRJJSq2AJqzg9XolU2SXQOydfAEAxGIxdHd3axs9i8LJyYlclowZJkGzsrIijX0sFlNkAUkZmnMYMkboikQj9fOMKGDH19fXp4OHBwjt8lxIbLPZJNni50YFU6VSuRANAQD7+/uKRSVRTbiNZCiLD3NJGBsAQLJROlX5mRN/5dRXr9cvxA5ns1kUi0WEQiEUCgUtT6aRiWYQqn5WVlaU6sj7h/cWo12ZnQM0O2WS/5RnckJrb2/H3t4evv3tbyOVSmF3dxft7e2Ix+OCFuLxuOAX3i+8D5PJJDwejyzqFALwGSkWi8L6+Z4ajcYFE8/PfvYzPU/P6rT5b4apAfjCQCoaeU5PT7G+vo5UKoUrV67gpZdegs1m0yLv7e1tbfAKhUIqwm1tbVhYWND1unbtGpxOJ+bn5zEyMoL19XVsbm6it7cX8/PzCqz77ne/qzhkhpOxYeL7p3Hp1VdflfJuZ2dHkBGnoJdffhkulwsejweFQkGfKSXNnELp9L116xbsdjtWV1cxPz8v9R6nNL5aWlrw0ksvKX+InTunEy6G4WrKpaUl/PjHP8Zv/uZvqvBHIhGsrKzgyZMnCAaDCpojURwKheByuZDP5xVRwSn0y16/srg3Go3/CcD/dH4hXwfwzxqNxt83mUx/DOC30VTM/PcA3jr/I2+f//8n57//7lfh7bw4vEGpVKFrj5krg4OD6O7uRiqVQigU0n/b7Xb09/fD4/FcyCynDJBhYAypYtBYIpFQDCjHYWqngc8t+pwo+EAbxzKezh6PBwAUOcqMc8IQPp9PWCTHytbWVq3f29jYEH5GTfLh4aFUEdVqFWNjY8jlcroJZmdnZWNPJBK4fPmybPGUuRF2IEbKzprZ1txMz0jSer2uxDt2ZJyiqLln0W1paVEXyoeEFuuNjQ3psqn64Po3yusWFhaUnBkOh0UGhsNhFAoF5XIY96ryAeGBQtUQY1lpUCH+TWcxs4joUDR2qQxuI1Fl3KlaLBbR0tKie4AkMkf4k5MTpFIpvPLKK1hcXMTJyYnSQwEoCqKtrU2fJ6FCNio85OiUpASytbX1AtdA7JyTRalU0njO6ZICBIZdpdNpfZ7nzy+Az8PN2Jkbiz6fR2rpiSkTxuHXnZycYGZmBsfHx/jn//yfq+FIJBLwer2YmZnBo0ePMDIyAovFgrGxMezv7yvvnHsZLl26hJ6eHrS2tuKzzz6Tnj4YDGJkZAS3b9/Gf/gP/0EqnJmZGbz00ktKReRzTW/M17/+dW1bOz5uxilTNvzWW2/h137t1zA9PY1qtYqlpSVNUEx3LZfLCIfDcnDv7+9jYWFBShdi9+e1ES0tLXIwMyKEfBmnW7fbLRjx5s2bsFqt+OSTT/Czn/0MS0tLeOGFF/QsOxwOXLt2TZ38+++/D7O5ueaSCqv19XVcu3ZNztwve/2X6Nz/OYA/NJlM/wuARwB+//zXfx/A/20ymVYA7AL4u7/qGzUaDcVqMtSLITwApCLp6upSljdtz1Rx5PN5OUnZube1NXPMjcFVLFzs2PiBMF6AdmaShMSxuZWFxidmX/ADz+VyIhWr1ao6RRYXFgQWISomBgYGVBxJ1pFEYewwHXx8jyy07EAIDzFBz0gY0v1bOg/sstvtyoMhBEAXHc1A5DGIn5Ic4sjPECRi9yx07NQpyaNUkbgisWIWKzoaNzY2EAwG4XQ6L2i8aTBra2u7ELkciUQUMEeZIWEJ03mkAWMcOEkAUNof31vpfMcqDzzuWSUxzPf6ySefaJ8oVQ8AcOnSJeHjXM5itVo16rPw8tfX1tbg9/sVTfzxxx8jFArhhRdewObmJubn53Xv0HRks9kUTke5pJH8JeFPFRcPv4WFBeH+wOcFnc8b3x+7dE5XRmkfjTvGl9G8U6/XdZCbzc2I7snJSW0c+8u//EscHR3h8uXLmJqaQltbG5aXl3FwcIBLly6pSejq6sIPfvCDCxHUx8fHcmyy8To6OsJPf/pTOJ1ODA0NKYICaMI08XgcQNMzEggERFwSOt3Z2cFHH32kZE4eqpQt+/1+5HI5BeTNzc2hXC5jdnZWMmAmlBqJ5pGREa2tJHdGLqutrbm7mGo5ThHf+973BPM+efIEL730ktRclG8fHBxgdXVVdYoegOHhYVit1v8qsIyxCL8P4P3z/14DcOsLvuYYwN/5z/m+ZM/z+bzcXF6vFwBEfJyenmJpaUknHCEFdnXE0HnDUI5GMosFZmtrS5K+oaEhdfiUUfJD5AIQkk+UFQYCgQtYZS6XUxgTSY++vj4tMWBhoqPPuNWoXC6LPGIcKPXY5XIZnZ2dGBsbQz6fR6FQQLFYlHzz9u3b0sW7XC45TguFAsbHxxVKtbq6KrcoCTYjxkyMmnDRtWvXYLFYsL6+LtjC5XJJ1sUMbpKcdP/RLcxrDkA8ATtnFgamXPb19alQJJNJeL1erK2tKVyMOn2uP2s0Gkq/JN5OezuhK0JoVL3w0OR1JzTGz5ownnGcZtgVJaUMKGN0LbX6XGNHiMBmsyk4jmQvNeC8LxrngVm8r9kRDgwMaJdpKpVCsVhUHrkxOoFQDNcnUjZJnT0NXoRhgM/dlc924LyPjaIFI1zzRf/Pf+gLIO7P5mB0dFTxvf/0n/5TqUsODg7wwgsvYHp6GrOzs6jVahgdHcXOzo6kl9///vcvSKJTqZSgWkZ47Ozs4F/9q3+FiYkJvPnmm3C73bh3756av+vXr+sz515YHvqUBJ+dneH+/fuIxWJoaWm5EE3g9/sl7iiXy1hdXcXx8TESiYQIel6PlpYWhMNh4fg02/G5ACDFE/04DIdzu92YmJhAuVzW3lSuNNzY2FDzODQ0JClkvV7HkydPYLVaMTU1dWEC/cK6+p9ThP9bvQiNtLa2ymhEg0R3d7eyOUiEMAuCSgJCAx6PR5pX7hPlzcExlyMx81RoGiHWRmUElz1Qs82Tl0FSdNsx+pNr0diR5vN5ZLNZse5Wq1WdAY0kDAOjU3BxcVGd1KVLlwTZAE3VDR19kUhEMaeUHnIUpcvPfr7c4OSkuUYwGo0iGAxid3dXnQqvNc1RJIJu3LgBAMqhJx/CA4DFkdg3H24+8DQt0YTDxR2PHj0S1MCin81mZSXP5/M6GLi8weVyYXZ2VlJVZpQwgInpnDws2SgQUiAPwumIkjuLxaJJg10qVVtbW1sq0lQv8YGni9piaW57osqnWm3uvPR4PEilUoIXKpWKFlJTfsjiTnkrSXoSoJlMRnDOycmJ3IrEXRkLkMlkBHMdHR1puw87af5sxo7dCMmw4AO40KGzEHLdHg8AY5iW8XuzMeK+4sHBQQwODkqWyu1PzEIib/WXf/mXODg4QDQaRbFYxL/9t/9WHe1nn32GWCyGN954A5OTk/i//q//C0tLS4Iq19bW8OGHH2J4eFhQF6Mi6Ndgtz41NQWLxQKfzyfolzg7AMma6WMh10TIymazIZlMXggJY3H/+te/LiFALBZDJBJRnDf9BwzF48IQekC2t7exu7uL+fl57SoYHh6Wg5z3IGFT8g6Hh4dwu93Y3Nz8yrr6XBR3YxfAMYma7q6uLsmumK3MHHa6NQHohCZOfHbWXBe3u7srGIBwAfF9pklub28rkY7FmgYWSg6ZH0NOgBp2dgNAU6dcLBa1aGFoaEgbWqiumZycVCpeqVTC0NAQrly5gkKhgKdPn6qjJTQSj8dx9epVZZJQ43/79m1FDbNwEWuenZ3FwMAAqtWq4AKPx4NMJiMjGN2HoVBI3AEAjI+Py7HLjpvRDNVqFScnJyKrKfui8cioNqFqiQmL7IaZyW60eO/t7cF+vj6MIzkzQB49eiQs3Ij38r7hZ2IymbTbNBaLyQFM7bz9fNEyDXDr6+vCQ09PTwXDscN3OBwX/h529MyQIc7tdDpV7LkL1m63Y2RkRLnnnDZyuRxWVlYENzFa4/DwUFAgNexUHVH6WavV4PV6tSKvra0NT58+FfzicDgQjUaxu7uLg4MDqYNIhPL1LExjxNZ5KLS3t+Pv/b2/h2KxiJ///Odqcr7o0Dg+PsadO3cwNTUlYnF3d1cJi0wRXV5e1uJ7Zu1wYmbho5ub/BQ5qpGREVy7dk1haAy2e/DgAba2tnSQrq2tYXV1FWdnzW1hXF0IQPJgKs6Y2EpDHeG90vnOhnQ6rQMzl8vJL2NUEPEa5PP5Czp5PgeEe4eHhyWooGfm6dOnmJqawv379/Hhhx+iq6sLv/M7vyPCeGNj40JAImO7Nzc3YbfbUSwWsbW19ZV19bko7iZTM6WQSgxK8IirG1PwqKHlCch9hKVSSR8o3X2UpxGqMeLMhAkY7MNEOnYtLBbEydmJ8jTmTV4qlZDL5QQLsNPv7+8XF9Da2oqxsTGRuNRP80bmarXR0VGsrq5idHRUeTVMUOT3vnbtmkZyjviBQEA51XRkvvLKKwgEAgCAzz77DH6/Hz09PYjH4+pwKfliDDKxUm5ZYgIf1QPd3d1yEDPmmMWSODHlp1TdtLS0YHZ2Fi6XS6QfH3gutCYXwsLU0dEh0pATBrsnatZNJpNMb5ScMXuHfgGbzaYiygeNcAUnItrt+XCGw2H09PRgd3dXDxm77HQ6DZPJpEkEgJIXmfTHQ7lQKIj04zYjwnTsCJkySn6AUBNjIZhlZEySzOVyyOVysqyXzsPpWMS4fYmLSAiNEWKzWCxSkZDYp2yS8lQu0z4+Psb4+Dju379/gXhlI8bO/+OPP8arr74qXwOjK+ijIK/1+PFjzM3NoXS+kYqEeaFQQF9fH771rW/BbG5m909PTyOXy+HOnTt44YUXMDU1BbfbjX/37/4dPB4Pbty4gbfffhvJZBKVSnOhvZFgJpTCMDwWXYoruDic0R6UUjNamaILwqHs2o1T0PDwMKLRKFZWVhCLxeS3yWazKJVKSufktEjYsHS+YrJWqymAsFQq4cc//jHC4TCmpqbgcrmwvr4On8+nJSWcisPhMHZ3dxEKhb6yrj4XxZ0nLQ0jtNPb7Xasr68LqzIuU6bphhGyzF9gV1UqlbCysiKMmeN1MBjUTUyjFJPsONLzQ2LkMJcLkLHnQdHe3i7ilEoAWtXp2OPIRlmfy+VSOBqNTcTEX375Zdjtdu0g3dvbk7zLYrHg3r17UqvE43GEw2FtrIlEIoIvcrkcfvKTnyAWi+Hll18W+UrYoV6vq0ACTaw4lUrJcbq8vKyDlcYOHmoANLnkcjk99GdnZ8L56/W6iGU+LCz6AOTyBSDMuFqtigRn9g5hJY7cNMvQUs+/FwC8Xi8ajYZW2PHzosKF8kSmid6+fRtHR0eSKg4MDGgCaDQaCAQC0u6zYyR0xWXOlKIxqoBLO6xWK1ZXV3XNeZ8yAZFQGLH6QqGgeIXu7m5NjoT+aNgj9Eis+vr16zg+PsaPfvSjC9p2xjWcnjb3FUxNTUnyRw8AJcVGJVUul1PEL5Uop6enkuABFwlXXitGLfOAICRCia3D4ZAZh+5KQp3xeFzNj8fjEcRGpdcbb7whpZHF0tzYxOAtxvzStMRdB4TPisWi4rApSKjVaheC7cjlsNmhoolSXt5LRjgLaEJoV65cwfz8vGCroaEhxXFQ0UXzYC6Xk6Fsa2sL9Xpzm9qVK1ewsrKCp0+fwu/3Y3l5+YIikDsIAEjlwz0OfyOKu8lkurAxnMQllSEspCzoNptNOCQAddSETAhRpFIp9PT0aKUYO1suwSVZRuvw7u4ufD6fumqqJziWM760UCjoQyRbz/hURt9STz4xMSFCjOmAk5OT2N7exje/+U1lyly6dAkWiwVbW1vStkejUbhcLu0YZZrkwcEBPvvsM3R3d2NoaEiZHl1dXcLVecrz5iZZSNzT7XYjkUjAYrHowdnb29Nh6vf7Ua1WL2jk2fWys6X+nbAGiUfCXfxMWVB3dnakUGDxYgQEo4zZ1RM/JQSUy+UUpcokQ6Zz0rXZ3t6OdDqtVNBSqYRIJCL5Hd+vMcubaY4Md8tms4LaSJRTFscQL2KnPT09F/LFjbEUZ2dnykFhwibQ1O/TEs9xO5vNqtOlPt9YRHmY0CPg9/sVD3x2dgaPx6PiRJiOn5XVakUwGFQnOzw8jK2tLWxsbOhQ2t3dxdbWliYx/tyFQkHL0/lZGQsc0Cz29IxwITTlhZz2uEGKBT4cDuPSpUv4yU9+IhK4u7sbsVhMyiI+zx988AG+9a1vwePxIJFIoLu7G8lkEk+fPoXP51PI2Pb2Nh4/fixp6eDgoGSgp6enmiZ5YBp9H+TdGo2G4F+qkoyfA1/kpZxOJ1ZWVjSJU/VHyJbXyul0olqtYmVlBblcDrFYTFNPuVyG3+/Xs8FQMa51DIVCaGtrw40bN7R8ZWJiAmaz+b9qcNh/0xeDpahyYbfCZQXM5iApSpKMUQPsXCgB5OjJzsJisShXhHZ6dswkb7mzMpVKqfAfHR0pc7ulpQX9/f0XiF2O0FSRMO+d5HBbW5vITm7EWV1dVfLh6uqqzEuVSgXRaFTJg8TcU6mUnK3Dw8Oo1Wp46aWXlA/D/BKbzYbp6Wn4fD7E43GMjIyI3NzY2NBhwU0zhFQI5VDtwc+D5ByVHpVKRRMHFUjs7vgwEnPnuE/tNg0eQLPr4QRmNpvlDmQWTDQaVdGPxWLSb1OXTLKcoy5hOd4z/LxJNgMQxEVYiPgrCVceikaS/ezsTAcVpbDGKe/09BSzs7My8XDqy+VyGBwcVOwE8HmkM4setdVcCsKwKUoS6XJ2uVzSYPf392NhYUEYd19fH6anp+F2u+H1evGf/tN/kmyT00GtVsPg4CCAJknNXBl20BQj8LPs6OgQSc37LpPJ6OdgkTN2sqenp3j06BF+/dd/XTJl4wKMjo4OvPfeeygUCrh+/TpmZmaQz+dV+F966SX4fD6EQiEEg0Fp+o+OjvDaa6/BYrEgl8vh5z//OY6Pj7VpibsTCFFVKhUkEgns7+/j4OAAPp8Pg4ODyuthk0bezpjXQ8cvjWCMfDBCMbznX3/9dYTDYYk8jPLtra0tcXtspgid9vb2wufzobW1FXfv3sWLL76oSG0AWjJCGezW1hbM5uZi8EgkoumR27Zo7vuy13NR3BmixUJKRUaj0VCHxA6SJCG7Y14YnrCdnZ3qUvnBUafOi8cT+fDwUOQPLdRPnz5V8BHjbfmgj42NKWKUxCShCKbkUYJHGdf29jZcLhfi8TiKxSKuXbsmCOD+/fu4efMmvF4vFhcX1RkyiXFoaEgHBa3VXPZMySiD1IyRtl6vVwWDW4gGBwdVaJPJpHiOoaEhmY0YfWsyNdfEkZfo6OiQPpwLVADIik8+hB0jAHECVHDwe/X09Ejmya7R4XBoXyRhlkgkgq2tLaRSKR0UnMqIH9O0RMguHA7j4cOHePz4sUjNfD4v+IWkMNU09Xod6XQag4OD6rAYeMX4XcrwiNETQ6UkkVHHqVQKjUZDxHwmkxEeTzUWuYHW1lZxPAyc4+fJghwIBBAMBjE+Po61tTV8/PHH+NrXviYOYm1tDffu3dPe0IGBAXzjG9/AzMzMhcOHSYjkHx49eoSzszOEw2F1zNzARJ5oYGAA7e3tyGQykuk9K6Ekvk0Y7i//8i9x69YtHb5UCO3v7wuaWVhYwPz8vBRcfX19iEQiCIVCmmjK5fKF1FYu3VheXsb8/DyKxSJeffVVRTZEo1H4fD5JbE9PT7G6ugqLxYJbt27JsdrX16cmhIY54POo356eHk1PJpPpSwsnpcGFQkGOa7/fr4XvFB9EIhHMzMxomQsnBWbGzM/PY3FxET6fD2NjY5o2qfBhEuvw8DCq1aqUPPfu3ZPPg7HYX/Z6Loo74Q4AOjFzuZykd9SiUzlAoo0kCXFdfihGgolyIoZCOZ3OC4mBFosF9vOMdqpDiMcTx9/Z2UEoFFLcLrtKFkN2lmTWG41mZC/VM4lEQhp+HmAnJydaWMxl1IFAAHt7e7h16xZ++ctfXtiZyg+/UqlgdHRUulqOkfyHiYB035Is4oHAAyaTyShBkMs0SPBxkQbt2OVyWU5hABprKSUjPMUYBo7hLIBAE47Y29vTeM+EScpSeaNyEioUCrDZbNjZ2ZF6gYcV81v4gLIrosyO+CtTD42kLdBsBLg2Dmg+4AcHB9oBUCqV1B1R8sasD+LyXq9X+wUIEQ4ODsLj8eDjjz+WooL4L5fKkA+yWq3SO1MXnclk0N3dDavVilAohOvXr6NcLotUfffdd5XFQ/yfiyquXr0q6IH+D5PJJCNdPp/XdGHkn1j4KQulwiSdTouDAiC+hTgyX8SjM5kMHjx4gFdeeUXwAh2a77//vhag0ATU3d2NcDiMb37zmzKqdXR0aPcAU1zL5TKWl5eRSCTw7W9/W/fyyckJ3nrrLczNzSnd0+/3o6+vT25tp9Op6WNgYEChdTabTbJCThecpPjiJGB8mUwmRKNRkfOM+eA9dHZ2pumLDQUlpU+fPsXAwAA8Ho+iRzhR8zk6PW1ulioWi7Cfrw+s15vLeqhGGhsbU1zG3widOzsIFmkSnqenpzIcURXR1tYmCRaJEQDaekSohTZ0dtgkxkiW0flGOVFnZyeOjo6kTABwwUbscDi0DOP4+Fia7J6eHvT392NxcVGdfm9vrwombfJjY2NYWFjA2toaOjs7kcvl0N/fL20w31ssFlM3wNM7EonoZuzs7EQmk8H4+LiwvL6+PsEtDGti4Seh19vbe6F7ZRqecedssVjEO++8g87OTk1K3LPJ7Gl20uQvOGl1d3crDbOjo0O59LVaTdAXicmxsTEcHx+rSHPDOw1nlEz29/fLmen3+yVdA5pFhYvNGbO8vr6O0nn+9+rqqiSBLS0tSKVSqNeb25N8Pp+Wt7S1tcnSTWiMkk+as1jo+f7IBXAKIFHOHZ7cKcAl4TSAORwO5HI5aeG7urrQaDTU9fE6m0wmXLp0Sd0xCf7NzU19P6PB5+TkRN0qc1fYuV+/fl08AxVXbGKoovL7/fpMGG7G54lZ7CTBjRAFZZbs4Gls297eFhTH+2RhYUGfa7ValaqHLmxeS94j6XRaEtCpqSns7OzA6/UiGo3i0aNHaG1thdfrxf379yV/vHnzJsbGxhCJRLC5uYlCoYCxsTGsrq6K0Od0SX6Mzz0zc3iYURpshJ9aW1tx48YNQbr8Xpy2yuUyQqEQMpmM8oY6OjpkyGs0GlhYWMDGxoa4Bk6oVIednp7C4/FgcnJSBwOfVaDphk0mkzCbzf91Har/rV4kQAnHnJycSO3gdrtxeHiobHXg8wseDAaFox0fHyOZTMqswIfaqD7gsmN2dFySsbW1hUwmI7twrVaTlrSrqwuBQACHh4fY3NxEpVLBxsaGFhX4/X7Y7XZ0d3cLI6NF33gwbGxsKNqWMQDUbvOhaGtrridbWloSwXn9+nVtimdiY39/Pw4ODqQc4ejKEDMGNlESRoiA15qHaK1WQzKZxNbWFoLBoPbBsuCSU+CfI9ZOWR6JI6ONnYohKjOoC2bXz8waSu64XII6Z3Z3jPFl92NU37CbBppKE4fDoZWHzJDhz+Z2uxW21tPTcyH7gwcquzZeP6AZcsZDiaFSnPJ4ILJjdLlc8Pl8SKVSyhcHIOyZEQIk5YHPg9E4ZXLZysbGBsbGxuByuUT2Ee6ji3JoaEiRCYuLi+oyf/GLXyij3+1263Mg98Am4tKlSwgEAvjss8+QyWTgdrvx4osv6h48ODjAxMSEPssPPvhA0RHGAg9cLPLz8/O4ffu21EmUcl6/fl0mIHId0WhUcARhstPTUylA6vU6ZmZm8NOf/hT/4l/8C3z3u9/F1tYWKpUKJiYmtHg8EongnXfe0Tapl19+GS+//LKgSpfLhevXr2NpaUmBa4yxoFGRyAAbSEK+xuwdoOkB4TYzZr/w/R8cHMDr9YrvWVpawmuvvYauri4kk0l5L2ZnZ9He3o7h4WEsLCzo4OHUcnp6qg5/YGBAjS6nUT4Pra2tuH///lfW1eeiuANNsoeyLxZvZsBQ3shiVavVMDQ0BJPJpJu4Uqlgd3cXANSdED6p1Woaebm7slQqSaXAws41avl8Xiv3uCgYAFZWVi7glZRbUi7JPAxyBMw8sVqtF4rC/v4+9vf3FTtAiR8XECeTSe3wvHv3Lr72ta8ppnd1dVVETaFQkDmIxZtkDgsxJYq8Qam24e8x0pc69JWVFRmYjNt+iLmz4ITDYeGA/NmpUiDuSLkaDzqXyyUMlHAGyT+aeSqVigxE/IfkGTskKp6oEMnn8zg4ONAEE4/HFShG8xi7RHaa3LHK+AQ6Flkcq9UqQqEQGo2GyGQ6B61WK9xut/JseD/xnt3f34f9fFctlRqExXgQcCsXDVZWq1UJnIeHh9p7SiKQnb3H40EwGFQHyyL60Ucf4fT0FJFIBHa7XSvqjImd1Nm//PLLCIVCmJmZkfJneXlZzc7w8DAWFxd1kHJipK7+Wacm/z0/P4/f+73fw3e/+11cunRJcuJcLqd46I6ODhH7U1NTF/YEt7a2ShbY1dUliONf/+t/je9+97uaPFtbWwW1Xbt2TQqneDyOxcVFrK6uwuVy4ebNmzLD8SC5f/++FDWED/k5cQKhe5e1hFJH3lM8qBlRwppEOJn3sNHxnslk8POf/1w/w8nJibY18fmp1+sYGhpCNBrF6OioPlur1arsqtbWVqRSKYyPj+tz/bLXc1HcORqzA2AWBHEpACrMGxsbaGlpuZD1QdKIul/i9AB08zK+ld2d3W5XWJTT6UR/f78OCZpootGoNN/EMsm283sQR6ZkjR9UR0czopgFnu+VGn1u+ymd7zNtaWnB4uIiGo2GpoaRkRHdXMfHx8qvN5vNKnp7e3sol8uSb0ajUZTLZdhsNhQKBUnbKNVj1C8nGmrgaR9nUTKZTMo34UGVz+c1UfHQYpwxo4uLxaJGTNr8uVaNGmq32y03qc1mw+HhIVKplDpe5lcD0LjPgKze3l4dyvz+fDA4ZXi9Xk0rxDEJkwAQbEKil5wByT9OiJQHEoJj8ctms1heXobVaoXD4bjg8C2VSpK9AtCBzkwRq9UqsjSTyWgqqNVqWF1dRU9PD8LhMFpbW/Hee+8Jm6ckmGY/yia9Xi/+7M/+DLdv30YwGJTCh5EExvd2eHiIF154ATdv3sTjx49F8AHNaZjxB3Rkc3cCVUsrKysXTEzARb07CcF/9a/+FUZHR/Gd73xHRCI5mRs3bqC/v19OW95PlEhub28jlUrpfvd6vWo4AOgQoEGMYXsOh0Od8+rqKuLxONLpNF599VVMT0+jVCqhv78fa2trCp3jc8oGg1MFjVdGFyoPJR4GRv6J+vXNzU09v0wVZQ4T4ToG7VHhR+SBRZw7mSlzJARMnorwTnt7O65fv/6VdfW5KO7sOu12uwo6iTCOTDxZWTAp5WOYEq3cQPOG41LfSqWCzc1NwQ3UkAMQztfb26s8GY7NlUoFS0tLWvfGUCHqhzlK0oJ/9epV5boQjmHxZafOQ4g3ZywWk2acJFYymUQ4HMb169c1erK4MPyMSgKjQoUwS7lcxuLiIn72s58phpY/H/FEkp7j4+PSijOcjN0G8eb9/X0dlsYF2PV6HUtLS4KUOFJSSQR8Hg9A6SK195wMGJZ1dnYmCIGFmoWFuH25XIbT6RR/wEwbkrZtbW06HLa2tnTAsVOu1+tK3KRrs7e3F7u7u3pQmdViDEJjpg5JxLGxMRVQymwZmEYnM+310WgUly9fFmk2PDwsUxHJ2u3tbRU/kuT8PiMjI+KQtra29F7L5TIePnyImZkZDA0N4Xd/93dRrVYv4No3b97E+vo6isWi4iwGBwe1A+Hf//t/r4Lh9/sRDAYVccvs+Egkgo8//hiTk5Po7OzE48ePZRI6Ojq6oKIxvs7OzrC0tKQl1vx7q9WqssoHBwc18XCbVWdnJ0ZGRnB8fIz/+B//I8zm5rYhGv0YD8KJ+Re/+AVcLhdSqRQmJycVWXL16lV89NFHWF1dxS9+8QuUy2XEYjE4HA688MILWFtbk72fkz1jJThhsSZxMqH9v1qtaosXAwLpjaGZijJoLpIxCi3YOBkjgS0Wi4hsegmKxaImlFQqJd6tWCyit7cXmUwGjx49+sq6+lwUdwDCsXhCs8jypGPIFDOzOToz4IcuxlKpBLvdrlB+xsryRtzc3FQHRbLVGNbPX6NKgcFl8XhchY6MPYtCOBzWWMbCxLhSjoDUAxODHx4eFkFJKZ/L5cLo6CiGhobUSdBNSkKl0Wigs7NTUAG7AFrc3333XfzhH/6hdnMSW06lmrtUWDDNZjMWFxfxta99DdFoVDATHbt0wZFcZGATPxNOVDyIWchJvNFabZw6qI7hzU/YzJhxznvBSMy63W4VUkozKaukooiw3OHhobbmjI2NyYpvnALpUhwfH0elUtEmLa5TZLwDSX5GQBiNYDzQjNeZkQEkQfmeqYPv7u5GJBKBxWLBxsaGsnT491ECSQ061xX29PRgfX0da2tr2NnZweDgIHw+H/7O3/k7+h6Hh4dYX1+H0+lELBYTtGC327UU48qVK2g0Gnjrrbfkiq3VanA4HHjllVeU1XJ0dITR0VHY7XbcvXtXSqauri5cunRJ1/Dx48dfWuCBZkN0//59PHr0SOKHYrGIf/JP/onW/RGSozJrYWFB6qByuYxyuYy//bf/tq4LC6PJZFJoIF2sOzs7yGQyuHz5stRYXV1dWF5eVgRGNBrVpjN26EbJNT8/rtrkREIFDFU+fO+caO12u+SmjC5mE2A2mzXxs3ax+Le3t8uIaDabMTU1JXc7jXd8VmjeKpfLihv/qtdzUdyJ/RpD7Q8ODgSR8APgxqSDgwNlmVN5QIyUpy8zQygFJIPd3d0tKRSACwocYpvHx8f6QIrFImw2G1577TWN4hzfrVbrBYdnX1+fwqSYvHhycqKRlKYjxpmWy2VEo1EEAgF8+umneOONN6T3ZpfNvbE85ZlJ8stf/hL9/f1SPLS3t+Pu3bv4kz/5E920nHAsFouKDx/6er2ORCKBP/qjP8KNGzcwPj4OAOIt7Ha7pF0kFbkBq1wuy0nJsZo3ut/vV8Y8iygPPqvVCpfLJXkgQ8J2dnaU72O1WpHP5zU29/T0aNcqiyphNna4NptNfAm30zudTsUY8PvwOlCPfnR0pM+akwz101R0tLe3C5M9OjpCOp3WknJupuIECEBNAqW4dAgTs97d3UW5XEY8HofX61XXThPTSy+9pM7Y4XDAYrFgbm4Oy8vLKoKc3DgFPHnyBAMDA/q8+/v75dD2er2K193d3cXi4iJefPFFJBIJlMtlwXGzs7Pw+/2S2dH7wMaDxc/r9QpyoqCBzySnmWcVNWyCgKYRLR6PIxKJIBgMKom0vb0ds7OzODw8xM2bN7G5uYn33nsPPT09cLlcmJ+fF9FosVh0wJVKJSwuLsLhcOD27dt4++238f7778Nut+PSpUtwu93IZDJ4/Pgxcrmcdrl2dXUplZMHNk17HR0dgkwIP9EpurGxAY/HI6Ke5DVjSXw+H6xWKxKJhO7bRCKBRCIhty8h0lqtprWalD9yOmWA4eLiIm7fvi33+cLCAsxmM9bX1/9mSCH5YicHQHpcoNmtkrhiR0Qrf6VSUQwscTJmMlAdQOkTsX1K2TjqM+ebUkgACgIjacYAKhbIUCgkyRkNEgwpI2yQTqeFoTKnhPALpYCVSgXLy8uIxWK6cfP5vBIfmTjHDnBwcBCPHz/G06dPNaa1tbXhnXfewdraGl577TX84he/UMgVuw6jNpk3BYvB/fv3sbe3h1gsBpfLpcOOUxFHRcI/TO8z6tjJK/T398PpdGopAyERPuA8JNidsrBTzUIJJj9rSh2Zh1IqlWCz2fRgUQHDOAkeSlQjcckI8VWz2awER04CHM25rJlS2kqlIgKVzktOSaenzQUaW1tbOmgozeRn63K5dE9Vq1UVxYODA+zt7cHpdArfBiBVjdfrVXNx//59/NEf/ZEOIE6pExMT+l49PT348MMPUSgUEAwGhVPTEDc4OIje3l4kk0ncuXNHqi0AuvaJREL3F3NPnj59KkiHU83W1hacTiey2SxsNpsagIODAyWdcpIzqk3YoB0eHuKDDz7AP/tn/0yquHq9Lqy8vb0dDocDf//v/308fvwYBwcHWF5eVogbPSdtbW148cUXYTKZsLKygrW1NcRiMVy5cgVzc3NoaWku4+aWNOLhJPqZ+wRAh39PTw/sdruUWKwFvN5UhvEepKOVO5hJ2J+dnWF3d1fRzlw4z7ozPDysnKhgMKi1ldFoVA0FF6Wz3rFhSyQS6Ovrw8TEhNYWftnruSjulCUxvpXhTAAkaSJBSQ06CxfDffr6+iTR48i3trYmsnJoaEgJciQpqXNlYSD+xe4vk8lgYGBAcjJOAIQcKL/jdnJmybDzjsVi2NvbkzFnY2MD169fl/t2d3cXhUJBD3M8HkdPTw9mZ2clNSSUsbS0JNldJBJBLBbD0v+/vTcNjus8rwbPRWNvAL2g0Wjs+0oQBEkQ3MRVkvVJspZ4Sfx5XOPYSSWxPTWeqamMk5o/man8+FI1Nd/EVY5rXBNPbJeXeCzJlmRL1kJxJwiQAIiN2Jfe0I1GN9BoAN1YGnd+NM7Di6sG7Uxsk5HwVrGI3m/ffu/zPu95znPO6Cj6+vqQmpoqkq99fX1SdGGWShodLyTCBqwxqKqK4eFh+Hw+gQMqKyt32QpyB0MNaV6YlHRgzYLNRvn5+WJYQp2aubk5ca1nUZmyByzuEadk1zJhDzJ3tHo+FCTTygmwsYnMDK1k9NLSEqqrq4WNxQW4sLBQdIi4FS4tLYXFYoHf75dtN3XzuciwsY7Yvdlsxvj4uCzSLLSzSY+SGCwyUgOIAd3n86GyshJerxd5eXno7u6G2+3GoUOH4PP54HQ6ReaCNRgGiePHjwtP3uPx4NKlS8K48Pv9UBRFdjZ1dXUiLUxGEOGE4uJiwdNHR0eFmmwwGGS+k7VB5U2yp1ZXV/GpT30KV69elR0Agzz7Tgi/zs3NSWc3qbTBYBDnz5+XZO7gwYPo7OzEW2+9hW984xsYHByUhIvyt4FAAKdOncLRo0dhs9nwL//yL6IWy3MVj8flNjWY0tPTZZevRQecTqcUa7XxiTx3v98Pq9Uq6qFsliKDi3UnykYMDAxI45SWmk0EISsrS3YkXq8X4+PjsFqt0nRJggiLuH6/H6WlpThz5ozUtvaMq7/DGP3vGtzWUv+D5sb8oTkRSPOjah3b/lnlJj+chTwAgunW1tZKUYaceDIntFAMFfOys7PF+5PdrzabDXNzc/D5fKioqBDsjAH9wIEDKCkpwczMjGSJZOYwGNC9PCcnBz6fDwsLC4hEIqipqUFPTw/Gxsawubkp8p83b97E9evXkZGRgYqKCvz617+WyfnHf/zHUBQFbrcbwWAQbrdbtpcUr2LXrcFgEFYPNWG0g9x4+owSz6bGPqmF1OGg7ydhKGZwXEyYiY+Pj8vCTP58NBqF2+2GzWZDc3OzUFApu0usnzo7XLzZPUzMm1l3PB6XHQa/p7Z72OFwSIBPT0/H8PAw8vPzd3We8vMY0CgQx+5imh1zV7G6uipsLEpBcFdBPX2e73A4vKs5j4s3+xrW1tbQ0tIiTKOVlRW88soryM7OxlNPPYXDhw/jlVdegcfjQV9fH1wuF5577jkcPXpU5ml1dTV6enqk45FFQ36frq4ulJeXo7i4WPjW+fn5KCoqQllZmZh8q6oqTVIpKSlShDWbzaiqqkJmZiZu3rwpUEZqaiqKi4sxPT0t54PQDH8LJlSk2964cQMvvfSS7KimpqakC5MsJgDildzV1YULFy7gZz/7GXp6enD+/HlkZ2eLnMJf/dVfYXZ2VpgwxNrn5+dhs9mE6st5z50ku3C1LCCt1AKQYF9p51EsFhNIzmq1ChuKi4Xf75eaHRcOZvxlZWVQVRXHjx9HOBwWLXoqdJLuy53x8vKyCLiFw2E8++yzOHHiBFZWVnDt2rWHxtTHIrizrZ6BdXFxcVcWz4zJYDDAYDBI0w5ldFmsITaspSsyK+HJolwBJ6XVaoXX60UwGERtba0UQHNzc1FZWYnV1VXRl8/OzobX6xXoAIDoM6uqKtt06uRUV1djc3NTlPzIg+UEox4MO/H6+/vhcrkkCDU0NIiDkd1ux9mzZ0Vgi0bEfC+fzyd2YaSnpaSkyKJCbJOZE7DbVo2ZCulszMS3trZQX1+PqakpgSMIMTBgAQn6YnFxMdxuN9LT04VJxKIsWU4AJDiur69jenpabObYi8CsmPLPwWBQ2CVsu9/Y2MD8/LwwVajxA0CatCgQx8IW3aIAiL4NszTudLa2EjK52kSBc42CZwCkRkBrRTYdFRUViUYOFTCZCVMkjPzt/Pz8XTgteeEFBQV45ZVXRBZhfHxcmr42NzcF1nv11Vfx4osv4uDBg1hcXMTWVsJ4pry8HOfPn8fCwoLQK7kgcMEja4tdstQWolNXRUUFwuEwDh06hFgshoaGBvj9fhiNRszOzopePAXOhoeHhUZLCIE8eQZM/h2NRvHGG28gFArh/PnzQoyoq6uT6z8ej+PIkSOYnZ2F3+/HzZs30d7ejra2NtTX12N9fV30j7j7KS8vx0svvYT33ntPmtkIm7HTc3p6WmBC1oMITxKiYyAHHnTPb29vi6UmE0zuivPz85GSkiLJCq8POp15vV6hzTKh0sqTa2Wr+RgLu4RIL126hIKCArS1tQnE+sILL+D69et7xtXHIrgTRyTzA4A0tbD9m9tcMii4DWL2rn2dlkrHrZLP5xMKIjFEmugSZ+OE1lrEkc1x+fJl2O12yfbowJOWloZgMIhQKISBgQEADxT92B2anp4uYleUsqXZRXl5Od5++23hexPLJX7MTIdcXEoBU1fH6XRienoaXq9XmA9cbDhpmYUQv2PgBx6o/DHIE2u/deuWSAoQq2bxMBAICPSlKArm5uaQmpqKyspKkV8175gkUAeczjpsVCK/v6amRgKj2WyG3+8Xj1d2E1PPmg1GDBqUS+YFTr0gumERuiBDh+wj0tEozxsKhUSeAYDIIrNWw4WC0gA0oeB5zMzMlIyxuroaWVlZWFxcFO1+7my4GFL+QWssXl1dDb/fL4XU+vp6zM7OSoNbfX09HA4HMjIy0NTUJP0Xv/jFL0TnnfWVlZUVNDQ0oKamRnZcL7/8MgYHBzEyMiJWjw6HA+Xl5btosiaTCb/85S+RlZUFj8eDoaEhbGxs4NlnnxUjFyo9trS0oL+/H9PT08L8YADnzpFDnw1HIhG88847mJ2dRWtrK44fPy4J2sLCguzO6urqUFNTg5GREUxPTwulGIAwqeLxhLF0cXEx5ufnpX6m1ZOhxSMZMdPT07uSDoqd0cdgYmJCYgo58+xwJUvLbrejurpauk8nJiYwMjIimkGRSERIFIRnKdPMXZOW0caFlRRkLvbM0rUU6dzcXFRUVOAb3/jGnnH1sQjuBoNBghVZJoRKSPPic4h/aWVkGcTJuaYrC+VqyYNnZyb55mSfsAVdK6LPi9Nut2NoaAh1dXW4ePGi2MzREo9UO3YFlpaWoq6uDqOjo1haWkIoFNqlQ0FVP1L/IpEIDh48KFkiuybZ5HHt2jUYjUa0trYiFkt4y9JNnbQx4t9akTV+L+3QZk/MYLWDnXgAhIrGYEmnJwqzaV+/vb0tnXt2ux1utxsZGRkwmUxi58eCKCmFAOQ8d3d3o7CwUJyjuPsgH53YIwvDy8vLKCkpEViLhV+ym4DdLCNS/rRem5ubm1IEJfZuNBrR2NgomDgzKMJRpLJSZpj1hkAgIG5M9LckhMPAGQ6H5X3Z6u73+xGPx9HU1CS7TGrM19XV4fLly9K17PF4cPjwYVHRPH36NLq6ukRYa25uTgq3FJCrrKyUz1AUBSdOnJCkKTc3FzU1NWJXR8XT9PR0XLx4EQMDA/jiF7+IlZUVXLp0Caurqzh16hTu3Lkj4nR0aOK8ZlJEWJAJhp7VoU0kRkZGMDY2hnfeeQcXL17EiRMnUFhYiI2NDbjdbgAJqrFWmwhIsG6ys7NRX18vLl0U5GKSQ42ekZERqUOxaErhOCrCsvBL+rPJZBK8m3OR1xP9fIPBIMbHx3Hv3j0hgrDLlPUFzgHqxDBTZ3OT2WwWRICwDs8NJQ5I4CAVlrt3Ihh7jcciuDNLYmBldk49cHZUkmdMfQtu+QnfsOhGnWdCC+TNsqOR+jEU6qHe9djYmGT9AKT4SmlXYmgARIsFgHTKAQnqW29vLxRFEcoTJ8XGxgampqbQ1tYmrBS2Fefk5IjWM3nPP/jBDxAKhfC1r30N0WhU/DJpu6Xd8hLXW1lZkW0qgzUzJl5UWr0MALuep/9diL07nc5dr9Py5YFE4buvrw9ZWVlyYVBEyel0Cmyg/Qzy051OJ0ZGRqRYXlNTg+bmZjk33Knl5uZKJs4Axa5ZOjERvuHvq1XEZIFZy6Pnb8rse2lpSaR/yVtnn8XGxoYkC4Rx+N6kTJK6ZzQahWpHkSuPxyMcfdIQqR9Oxg056uvr65JpGgwGwXEBSDd3dna2aInHYjFp2urs7MTs7Cy6urpEeXRychImk0lcmSh/QCG6K1euSG+AzWbDxYsXMTY2JruMqqoqHD16VDqpWSNhBzM7Nfn76pMLSldom4OY3RNWe+2113D16lVhw1RWVuLYsWOIxxPOTIWFhfK9MjMzUVNTI9DH3Nwc5ufn4fP5ZK4Qv2chmw5olLMgt5w7QcpP0M9Buyjpd7j8jlrFWTJ9fD4fOjo6JOlgDY8wcFVVFQYHB3H//n3Mzc2JTaZW2pp2oIFAAMXFxairq8O5c+fwwQcfwGKx4MCBA7KD2WukPPTRP9BgxsEJTiYHW8TJYFAUBR6PR4I8cdSFhQU5GampqaJxzm2OtiuSUrWrq6si9FVUVASbzSYKjKTijY6Oinrf+vo6xsfHEQgE5GLMz88X5kdRUZFQutxut2RSVOCjDjonI0X6iUGSFkid5jfeeAMWiwVf+cpXsLa2JkqW7Hjl0BarOBjYObQZufaCY1bAv5kl83l6/RD9havdBWxsbMDlcqGrqwvb29uw2WxyUbGISEycg/ZzDLjUkhkbG8OVK1fkPPN3NRgMsFqtwlBh5yG7XNnBy/nELTaLrlzkCW8xIJC2mJubi+7ubgwPD8trIpEIsrKyYDAYBKNm4ZYdo1xUrVar6I8s7ZjCMGvj/OMx8RhjsRj8fj/m5+eFRujz+VBYWIjTp09jfHxcqJljY2MyX2dmZhCPx1FSUiJZIZ2hCGPNzs6it7dXrhmz2Sx8eXZnFhUViXRBb28v+vr64Pf70d3djY2NDbz11lsCBRmNRni9XlgsFpSVlaGiokLovXoT6ebmZlitVhQXF+P555/HyZMn0dzcvGuB5XNZdAUSWXFfX58YRxOWKCoqkka7vLw8MZ3mPCLLhPW2ubk50WRhVylhkJmZGekK5zXIBCIUCom6q/Ya4zWk/UctGl4TNptNdj83b97E1NSULBwFBQUoKioSTRga6YyOjuJHP/oRbty4IQuKtrFvcXERvb29kkQcPXoU7e3tUtd62HgsMndtIGK3KLUgKFe6tLQk8rrsGtzY2JCLGsCuTsqVlRXpimRBlYVbcmdnZ2cRjz8wnU5NTcXIyIj4i1K8KyUlRfBTYmTM2ihopW2GIPUuHo8LV5+fv7KyIsVIYuKkrzGDIZOjsbER2dnZyMrKks5ayvpSa4SLHre/+oCcbPC52gCuzci1RR7gQVDX7gD0CwZ3KjQdIRTBgKq9oFnY1b8P32tzcxOBQEC05QsKCqSzkFQ8LvyZmZniakUYhgGXQZnFVgZYsmO42yNslpmZibKyMsRiCUs6avEQH11bW4PdbhfNFmasbNaiMQthRXLsA4GAuDLRLYyFPLp/saHqzp07wp5gbcjlcoklIjtZySzSmq0Tojx06BB+8YtfSFe0y+WSGgQF0Ox2u7hKKYqCJ598EpcvX0Z/fz96e3vR1taG4uJiMZ6YnZ1FKBTC1atX0dbWhmPHjmF7exuvv/66UDANBgPOnj2Lrq4uHDp0CGNjY3j66aehqipu3rwp9SSyQLS7Wu2c4AIAJLD5+fl56f9gUBsbGxOPhUgkgqKiIunyzsvLE2Mb0nQ5rz0ej7C9mNyQ2EDIlV2l2viU7HpiYsXjP3nyJCorK2E0GvHOO+8gEonsMiYvLi4W4/uVlRWcOXMGbrdb5CkyMjJkrsViCccu6k9R2JAF9o2NDUEc9hqPTXCnIJDP55NVk9sO0vj0FygpT8wMWaBilym3vZzUhH6ys7Nx8OBBFBQUoLS0VLJxk8mEqqoqwWPp48ptO4uh5JuTEsViL3F0s9ksfHDCSU1NTYLPLS0tSSDo7e0V/vXx48dx6dIlZGZm4tOf/jQyMzMl0xodHUV/f78UKFkQ1J5DLVSiDdp8jBMaeBCo+VptwNc/xmDPv/WP83OARDGZGSbfV/s87f/a49I+xkHWQSgUwuzsLKqrqyXIs1GIVDbCAqTSUj+dx56dnS2UN1rAUU+e6osAYLPZMD8/L8YaXGyAB2qjhOToPaCqKvx+v+Dt/F4+n0/MJzIzM2EymcS+kYwtao8wcQAAp9MpF67P5xMRNJ6fy5cvY319He3t7bus26amphCNRiWbJ0RB/vatW7eEukcxOM7nvLw8oaAODAxgfX0dQ0NDaGhoQFNTE7a3t3H58mXZiXo8Hty7dw+hUEh20FRePHbsGJxOJ1566SWUl5fj/fffRywWw1NPPYUPPvgA4XAYBQUFYpLh8/kkUWPRmswQehPYbDakpCSktGdmZoTFduDAAWlCIgWaipJMLCorK2EwGKRIz8WVOz36AXu9XmlsS3Zd6Hew2l0wyRJkc1EX//Tp0+jp6UFubi6amppEuG9qakpQhrW1Nfj9frz33nuYmJjAhQsXkJaWBqfTCZfLhYaGBjFWKS8vx/j4OPx+P95+++2HxtXfKrgrijIDIAIgDmBLVdV2RVGsAP4VQCWAGQB/rKrqopI4A/8I4DkAawD+VFXVnoe9v6qq0iCwtZWwBiPXlQFJq/vAhgcWh0ibNBqN0mxDaIW0JdIXqS6ZmZmJw4cPw+/3w2AwCMxjMpmE8eF2u0WrnZg7g9zGxgaGhobkWKempuBwOOB2u6Uzs6CgAIcOHcLQ0BDm5uZw+/ZtLO14oc7MzODatWuSJXR3d6Ovr0/qC8TUNzc3MTMzg87OToFjtEWqZBON54wTUhuI9bi6FkfXBv+9ns/b+iCvfw4zdb6PvrCmPW7952gXIn7O+vq66F83NzejpqZGoBrqtbNZLBQKSdcxLe54H7uHmRyQWcHCqaqqouAIPNBdD4VCwlWmHDJxVCYNPMbi4mLU1NQgFAphbGwMVqsVp0+fRiAQEP0bas0wceA5DYVCQkFlcVhfL4nFYnj55Zd3ma8zSFER0+v1SvMXm5gIHSwvLwvjhYyMcDgsiwVpfffu3ZNdI+GG8vJy5Obm4vr165ibm0MslnAzev7557G4uIjbt2/j3LlzcDgcMBqNGBoaQkpKCj7xiU+grq4OGRkZ+NnPfiYU3s9//vMIBoNYWVnB4OCgCMBVVVUJrMcmIdI3mdlTI76mpgabm5u4c+cOamtrJRFcWVkRWV3Wv5xOp8SGlJQUqTsMDAzs4udrA3qyuauHLamRbzAYRBeKC05TUxM6OjoAQOYs6xOUG2Etoq+vD263Gy+99BLsdjuKi4vhcDgAAPfv38fGxgby8/Ol/vTWW2996Prj+Ldk7hdUVV3Q3P4bAO+rqvpfFEX5m53b3wDwLIC6nX/HAXx75/+9D2JnBSOcEo/H5aIlHAJAii+qqkrBZGNjQ1zB+ePQ5IGdgVww0tLSZHvN96F+tjawUa3OZrOJnyMLHp2dncIysFqtWFxcFNcl6oo3NDRga2sLt2/fRmdnJ0ZGRiTLJ14LPMhUuT3VTrgf/vCHssXnopcsYHIkg1n0mTyzOAAfuk+7WOgnrzYAJyvQar8Lh/476h/XF3u1r9G/tzbwb2xs4N69e4jH43jiiSeEYcWMsri4WLRc+DoyIBRFkUIsIQm2hHMbTKiFmDvZH+zKZELB+cIuVv5PJUMt1OP3+8XHc2lpSbjPAARiJBmAHOtIJIKSkhLU1dUJEwhIwHvHjh1DZWWl8OcJ/bAxbHV1VaQOWLNaWlrC7OwsOjo60NjYCIPBgMHBQWH8sIPTbDajpaUF8/PzUBQFY2NjuH79OtLT09HY2Ij+/n7k5ubC4XCI3ywDP4Xj1tfXRduH3bzsCuWixl0n6X1zc3MYGxuDqqqiazM3N4dAIIDa2lqUlJRga2sLN27cQE5OjtBO2WG8tLQkPRbs9uVOkyqfvM3dPa93Fsm1c4/xga/TJiD6+Uk+OnfuhGh9Ph9sNhvOnj0rSYHZbJZ4ZTQacfbsWUxPTwtctb29DZfLhTt37uBP/uRPJDaoqirNlPn5+bBYLKipqcE//MM/YK/x74FlXgJwfufv7wG4jERwfwnA99XEmehUFMWsKEqRqqpze70Rm01IqyouLpYtMDN2bWMBWTQslnK7pt1Gb25uiuYLlQt54sk71mas5KVyJ0DjWhZrWXmnxCgr6yUlJSgqKsLk5CQWFhZkYbh06ZI0LGmpYdriEfDAg1LbGQdA2vU59EGVx877WNzRFle1E5KFTz2MwudpjyfZ52nvS5bR87V7BWX999A/rs/c9ReP9nhVVZWmmZKSEuHJcwvP+gZ1U0jRo9omWTmE62h3yKI8KZD0dtWyWcg/pmlEPB6HzWaTZiFivgCExZKSkoKJiQkpMhI/9vl8YmKxtbW1q8nFbDZLgZCFufr6ejF1sVgssFgsmJiYkO9y+vRp6RStr6/HwMCA1CAomudyudDc3IxwOIyqqip4vV5YrVZYLBYMDw+jqakJFRUV8p2YYQeDQdy/fx8Oh0McnMgtJ6MnFApJU9jq6qpo41Ohkb8FF4Ha2lqRL7BarTDv+KbeuXNHvHDJFtne3hauOiUEuEPPyMjA+Pg4tra2MDc3h+3tbWGcsX+EmkHBYBB+v1/qc2yo0xZ49XM62f18jAuv0+mE3++XhcVkMsn8dLvd0idBzjtpu3RX46LPeEatf9Y9VFUVgxieP7PZ/KFj0o7fli2jAnhHUZS7iqL8xc59hZqA7QNQuPN3CQCX5rXunft2DUVR/kJRlDuKotyJxWKwWq0wmUxi6MuWYQBiJZefnw+z2SwTu7CwUHDVsrIywe03NzeFE5uXl4eSksTHk75FjI0sCYfDIeJNDodDdLgbGhpgtVqluWVtbU2aSUhpU1UVMzMz4sMIQLbkzCr1GB4nxl6BUvscwgN8LqEFVuH5vszqtZmG9jH+LT+opjDKx7TBW59x649xr/t/09AuYMnEzJLtIPR1BCCxi7t+/Tpu3rwpjkasb4TDYUxNTe3SnXG5XAgGg6IRxEYyNjVR03t9fV0YObFYTOaOVvYgNTUVgUAAs7OzIoebmZmJpqYmMSZZX19HNBoVxynuKLe3t1FdXY3y8nLU1dWhoqJil2AUO1jp9jU/Py/Bv6WlBWlpabh06ZIIU7HrORwOi8IkC3Dl5eWS8ZMwQCXKvr4+/PrXv5Yuz7m5OZSWlgqksbq6iuLiYpw+fVoW09HRUTQ2NuLw4cOyk6VWu8/nQzAYRFlZGUwmEwoLC4VrD0AonoRIDQYDampqpHclJSUFjY2NKC8vR0NDg7Tiq6oq2lFs6Sfkc/HiRQAJHX7CcBaLRZRMSbNlYsieEO6oqD5Lo5lk9aZk/wMPGGNahUli6kQTCLlxR0/ePnsqAOCdd96RXaPFYsHLL78Mi8WC2dlZ/PKXvxRxRNZcKE7HROZh47cN7k+oqnoECcjla4qinNU+uJOl/5uuclVVv6Oqaruqqu2sXgMQadSCggLU1dWhpKREtshsVGIRituszMxMafohFcq8Y33HyrzZbEZ9fb1Q2tbX1+F0OrGwsCDNEJmZmSguLkZFRQXq6upgMBhw8OBBXLx4UaAcdpBlZmbi0KFDImTE7C4UCuHGjRt48sknd+ktJ5s0HMlu8/laoTRVVQUrBT7MJdYP/W5AGziTYevJFpu9Jnqy76J9T/3rk21p9QvdXq/bCyra3k6o5PX09MBsNqOhoUGajaj8pz1Hy8vL8Hg8WFhYQHFxsWSE7BRm3UZRFGFDAdhlPsJOW/LTJycnxSOTBVomF9oFhhIKxIAJ3dCDlyys7e2E/lB5ebnMYTbgRaNRtLW1IRgMijhXfn4+Lly4ALPZDK/Xi3v37uHSpUtYXl5GU1MTmpqacP78ebz88suIRqMSFOgJcOfOHXzve9/Du+++i5GRERFli8fjqKmpwcGDB0U2OBKJ4OrVq/jlL3+JgYEBkeioqamB2+2G1+uVDD4zM1MKxfX19aivr8f29vYuFyTqk4+Pj0vjXnZ2Nv7oj/4Ia2trOHbsGI4ePYp4PI6ZmRmoqioZMVlAgUAA6+vrqKurg8VikcYtcsy5i5iYmJDYACR2xks7DlX8fZnUcB7rd5DJdpf8vc6ePSuidYTisrOzYTab0dTUhOzsbGmcophbX1+fCLjl5OTgk5/8JI4ePSrHc/fuXVy5ckWK1vF4HG63W2Sk9dpQ+vFbwTKqqnp2/p9XFOU1AB0A/IRbFEUpAjC/83QPgDLNy0t37ttzbG9vi1tSS0uLTMDZ2VnJUImHEoPS2uyxaEoBpVAoBKvVCpfLJeJZm5ubIkMbDocFTqEZNbVm8vLyMDMzA6fTKYsE5Wy18gGVlZWw2WxC09RS2+huzrZ1QiXa4oy2IMmslAFLO6G0E4/BRit9zMf0GLw+qOrx8b06VPWBdi8Ihu+9F8zysOfrbyfbBehrCPrFQftai8WCqakpydgYhMm7jkajwnFmu39KSoqo8vX19aG5uRmFhYUC9TmdTtF5MZvNyMjIEL44f1tmll6vFzU1NcjPz5fsjDro/D2Xl5fR39+Pqqoq2O12hMNh2Q3k5OSIjpDX60Vqaip8Pp9kaOwAnZubE9ek4eFhLCwsiEEz6XZDQ0PIyMiAy+XCxMQEjh07Jh2rtbW1InJF5crGxkZcv34d/f390lENQCibqampOHTokJioU2obSAQkNhy5XC4sLCygrq4OU1NTMBqNqK+vh6IoArOGw2EcPHgQN2/eRGNjI9LT03H16lVsbGygo6NDjL7z8vKwtGNUffHiRYyPj4v+kqIoOHnyJGw2G65duwaz2YxAIACbzSbNZ1xcuAth1j8/Py+0WeoucTFPNp/3mtOcd6QpP//886K1T4kU6ghFo1FBCVZWVlBbWyvF44mJCfndzp07h6NHj2J7e1vYX6urq7h27Zo4PW1vb6Ourk5gmn93cFcUxQggRVXVyM7fnwDwvwF4HcAXAfyXnf9/sfOS1wH8d4qi/ASJQmr4YXg7TxZlf1nR39zcFF7z/Py8ZDcmkwmqqkqzEfmhnIwbGxsidGW329HU1IS7d+8iHo9LN6PD4YCiKKLHMjIyguXlZbS1tYnJAX/YvLw8WK1W1NTUCO94cXERiqKIUJPH4xFxIYMhYSV369YtYfvoAxMnELFkcmX1wU0fgNmpxx+az9MGcC31UR/8tQuKPhMmZk/anz4Q75XB6IPtXgH+YYuAHufXfg/ta/QMHe5s/H4/ysrKxEyFBSc2lJFWlpmZKcGaWDplI+7evbtL/1tRFAkENFWvqKiQixdIwIXMwgKBgBiNz8/Piy4PXXSI79MDIBqNIjU1VaReCUMQt+dvzGSFC0VnZyfa2tqQn5+P+/fv4yc/+Qk+85nPIDU1FRUVFWJ+/d3vfheXL19GZ2en+Or6/X7U1taipqYGubm5IqVACQKXy4Xa2loMDg7CaDTi6aeflvPFDFVVVZSVlcHj8eDChQvCzllYWBAtKKPRiOXlZbmm2Rzn8XikdkAZjoWFBVFzrK6ulp0P2SDr6+uoqalBU1OTyC2XlpYiLy8P7e3tUkimAqnL5RLpZtYb6PlAOQvCQAys9KR92I5Ve+1yZ0/JEIfDAbvdDqPRiMrKSqHSVlVViS1kXl4eJicnsbTjsdvb24tQKITq6mo0NDSImTc5/YSCV1dXcfnyZYGqAEi9kEXzvcZvk7kXAnht50umAviRqqpvK4rSDeCniqL8GYBZAH+88/xfIUGDnECCCvml3/QBqqqivb1dZGO1Lf9kRpCdwgYPFqUoJMULkSeTq9vi4iIOHDiAUCgkXaJLS0tQFEWEqsj7pVwBCxXMcra3t6WoxcydDQoUEmOBqqioCNPT0zh48KBob3BiEF5SVVUoeOT3aieSdjLxbwC7GDPJAqU+YOuLt9qiqn6h0b5nsuKR/riSXQjJoJdkz032/vpArq8B8DnanQ23z9wCs92fkgM5OTkYHx8Xt6HS0lKhuhIGoSkKgy+zaZoRM2FQFEU0uilTsLCwIJ2hgUBAjBeYTbIDUlEUKfKnpqZKE5vD4UAgEBCBuNXVVVEUJbFga2tL2BSkSNIyjlz9zs5OnD17ViAJIKHTzp3M5uYmXC4XLBaL1K0ASMJjNptx8uRJ3Lt3D6+//joaGxsRCARw+fJlPPfcc1CUhNdrOByGoiiwWq27MvYPPvhAOnkHBgZw6tQp2Y1rk7Li4mKUlpbi0KFD+Na3viW9IVw0aDl55MgRdHV1SRJXV1cnQn60+fN6vTCbzSgqKhL4s7W1FaWlpejp6cHm5iYOHDiA1NRUTExMYHR0VDBw2jZSI4Y7BT2sqE9C+Nynn34aGRkZYsaj9XFOSUlIJFOcjvov2s7nUCgkIoUdHR04cOCA+Fbcv38fPp9P6I7cUfX09Igm1fb2tnD1HzZ+Y3BXVXUKwKEk9wcBPJnkfhXA137T+2oHYYmMjAwsLi6KHygA0ckmLELNDeJ52dnZUkAj1TErKwuHDx8WTRRVVYUHXVFRgenpaVGwo88qjSGYmZHeRKogMxPtosGOMbIF2D5PFUttLQGA0NZUVZULZS+4QXM+dwV5vdSAHkrRFx51v82HPivZ43u9Vg8t6Yd2R6J9Pz3Wrz3eh+0O9Mej38nwfAAQfX3KuxJWYQBjkGOvBE2OyXkmBs6ipM1mg9PpFD0YPk5mBvnhlEHQ+try4iPLhMUz0g6BxLymBr3NZpPCKx2S5ubmZF5RFuOzn/0sLl++jMnJSbhcLvktVldXRdDL6XQKFXdjYwNFRUWinpmfn4+2tjaBaZaXl1FWVobGxkZ4vV7U1dXhX//1X+FyuVBcXIzCwkIMDw/D4/Fgenoa6enpmJiYwJ/+6Z+iqqpK2DtLS0uIRqOSJNARSlUfsMOCwaDUQ2KxGD75yU8iFArhtddeQ1FREbKzs9Ha2iqMtdraWgwMDKC7u1uOV1VVWYi3trbw7rvvoq+vD7W1taImuba2htbWVjHiZpMir1XKPzC48jdKNv/081JRFJGTpu59fX09AIhrmsPhQCQSQUVFBbKysqRe4nA4MDIyInr7DocDx48fR0tLC0KhkHSn9vf3w2w2o6ysDL29vdK7MTY2htOnT0vnM30VHjYeiw5VAFIx5pbEYrFgenpaeMsMunQ6sVqtAq1wC0MRn2g0KjSjYDAIn8+HcDiMwsJC+P1+xGIxVFdXCw7IE0UdeQbotbW1XUbaWvYLTyxpmFlZWQgEAsjKyhIBMirUcXJoOeUMkMm6M/UTSw/j6APjwyAY/dAGWN7eazHhbe1r9EFdS1P8bbB3/e7iYbuEhz2uXyCIV1NZEkjwl5eWloRTzt+E7Amn04m8vDw0NzfLHKiurpYMkgsHuzgBCKaudcGhx+jU1JRIB5eWluLq1avynO3thCieyWQSXJvyBABQXl4uu8v19XVkZ2ejp6dHjv2Tn/wkDAYDWlpaYDAYhM548+ZN8awNhUI4evSouCjRM4DBMR6P4969e8jPz4fNZkN7ezt8Pp+oi1ZXV+MLX/gCurq60NPTgyeffBI+n09UUVdXV3HmzBkUFRXB5/OhtLRUNFqYVFD5kw1VCwsLCAaDQm3Mzs4W8wuXyyV6KsePHxf2zeDgIKamppCbmwuj0SjmNS0tLQJjWSwWKTZnZGSgq6sLTqdT4Cw6pZEGubm5Kbua9PR0YQ+x412fJOmvAc5/in9pDd4BSANkNBrF3Nwc6urqoCgP5KGDwSBOnz6NrKwsvP3223A4HGhpacHo6ChKSkqQlpaG2dlZ2O12lJWVSaJBDaSZmRncvXsXJ0+ehNPpFIOih43HIrhrM1ZqtZAb6nIlWJWc9Fq5zEAgAEVRJLvx+XzSIEKNFzaz0IhWa5bs9XrF3IAXHLfrBoNBVkiyLiiDyw5FZvfsJtza2pLOUvLuk3HP9QFLH+S1WXIyjQttgOQipFdc1Ga5eihG+zwGZ70swV7BfK/F4DcFdG3Grl+U9Jg7/+axawXH9O/B26qqCte5sbFRTFe8Xq8EaV74lEytr68XHJZdgNQ4j0Qi4iFKOzyz2SyFPtZ+CAuSncMeCuqVUJefksNUMaUuUHl5uRT1ioqKJBj7fD4hEMTjCctIdsjyeV6vFxcvXsStW7fEM5h0zcnJSeTn5+NLX/oSfvjDH8Lr9SIQCODJJ59EV1cXAoEAhoaGUF9fL3IFXBCGhobg9Xpx6dIlZGRkwOFwoLS0FIWFhTh//jympqYwMDCAe/fuiX+tdr55vV40NjYK37ulpUWav0wmE7Kzs6URymw2i+vTE088gXA4jCNHjuDKlSv46le/iszMTFy7dg3Xrl0T2Gtzc1MsG8mAY9c63aFycnJw//59kZpgHUZVEw1dnFckbySbV/o5RjZVfn4+nE6n7DhI7igqKsLq6ipGRkZw9epV5OTkoLW1VdREFUXB4cOHMT09LXP7Rz/6Eex2O86dO4eGhgbk5+fj+9//PsrLy3Hu3Dmp6/z93/893njjDQwPD+PQoUOiufWw8VgEd1V90ClaVVWFhYUFYS74fD6MjIzg1KlTQgOiwQa7TplJ2+12KXBx+0Q+K7dllZWVgn/SCYeYHznKzNIoYsbCkJapw+03L0aKnFHciGbHXLm1tER94PxtcOhk8AVd17Wv10Mi2ufr/+c2Otnn7AXZJMPQ99olaF+nZQzpH9vrffU7kGQLi/a1DIKrq6tobW0VmIyBx2azobCwEKurq2KWnp6eDrPZLC46eXl56O3tRU1NjXSnGo1GRKNRBINB2TLT9JjBz+v1IhwOC92QlFkyKPLy8sRbU1ESzCdFUYRXX1paKokD9dzZrU3fzYWFBemuvHLlCkwmE+rq6vB3f/d3eO+994TJQpvEzc1NcXGyWCzIyspCY2MjcnJycPPmTSwtLWF6ehqlpaWwWq2Ynp6G2WzGkSNH4HQ64XQ6cfz4cdmRvvbaa9KEdfHiRWRmZmJ2dhZnzpwRnvva2hrKysrQ3d2NZ555RhgjbrcbVVVVUJSEJhL9Dj73uc+hp6cH7733HrKzs1FdXY2pqSlZoEm/JMMtHo9jbGwMi4uLot6YkpKCkpISCdhsXqPWP7n1tLzUmtbQaStZvUd7226348knn0RNTY3003BHQOcuipxReyozMxPDw8MoLy+XXT/rceXl5VhbW0NdXZ3IjqiqipKSEnzuc5/D6uoqDh06JH0aDQ0NmJ2dRUNDA374wx/CbDajrq4u6TXH8VgE97S0NBH5orcpZT6JuRMvJTalqglNahowk8Oq9UXlxWm1WoVG6Ha7UV5eLrobxOSYJRUVFcHtdu+ysOOWlx2KXFCIIxKvZ1bGZhQWXvWZsj771k4sfgfgAYzAQigA0WrXQlHahYdDi8Hr70sW+Pl3Mjw9GfSife3DaJXa23stZslqD8lGssVJX6dQVRVzc3MoLy8XOWEOs9kshi7Z2dlwu93i0Ukz6fHxcVFkpCb3yMgIwuEwRkdHUVBQIB2wxNrZSa2dH6FQSLJ5NsZ5vV5xQSJXniJ3PT09MBgSJtTMzA0Gg/DaiVuvr6/j0KFD+PSnPy1KlIODg2hvbxdzdBYPNzY2cOfOHVnkLly4IDuRl156CQ6HAzMzM+jt7ZVzQ3cimj/TK5Q1sDt37kgSdPz4cZSWlgrpgRk0lS4pykaNnGg0CpfLBZ/Ph2g0ivb2dhQWFopd39LSEm7duoWLFy+itrYWNpsNMzMzKCoqwtbWltTPaCg/OTmJtbU1VFdXi05PS0sL/H4/xsbGYDKZ5Bolf5/X88LCgiRmybJ0bVKRmpqK1tZWNDY2igk8JUcYm9LT02G326WhyuFwoLq6GsFgEC6XCysrK7Db7cjIyEB3dzdOnjwpx9fd3Y3l5WVcv34dFosF58+fx6lTp7C046hmtVrx9a9/HX/9138tDl7RaBTj4+NJrxOOxyK4q6oKi8WC7e1tsT5bXV3dVW0Ph8MIBoOIRCLSuaq1rKPeMbVBeGEz+FEwPy0tDdPT01AURUT9jUajMBV48gAIvq4VmMrMTBjeUkqUgZzCUtvb2wIF8b3I0tEHQ212CgB1dXU4f/48UlISOs7RaBSlpaUit7q2tiaWZjwnHR0diEQiYvGnfX/9OU4WbPWTmsfD88P300sAJCv+Puz3TQbzJAvMybL7vXYTeqhJuzhR2hV4sMB1dnYiPz9fCq+rq6vCeGDRkg10FPei6Bab36iTUlBQIPRb1ngIySwvL4vNo6qqAssQQlteXhYrNhZESQNkXemVV17B+Pg4SkpKYLfbRV2StEpSGDMyMnDt2jWxpjt27BgURcGxY8egqipmZ2fx6quvIhQK4cc//rFgtWzYUxQF/f39uH37Ns6cOYPS0lKUlpZifn4eN27cwNLSEiorK2GxWGC32zEyMiL8dpfLJZllU1MT+vv7hbdPCOzevXtIT0+X69bj8SAQCODIkSNijFFXV4fy8nJEo1G8++67sljeuHEDo6OjouHDDlPq7lPqIBqNoq6uThrM2C1M/9SxsTEAkC5WSiSTDptsfmkpxdvb25iYmMALL7wgfHnqANH8hO9bX1+PgoICmEwm2UWmpaXJOWlpaUFGRgaWlpYwMjICn8+HlpYWbG9vC6TM5HR8fBytra3C3nr55ZeRnZ2NJ554QpRlHzYei+BOAwUWrlJTUyUDYHGGeB0ZARTfp2iQNrPJyMgQY9m1tTXRa0hJSREMPy0tTVgEbrcbxcXFSE9Px9TUlEiB0trPZDLh/v37gq1SL1yrl7G+vo6yskTvFvWtif1lZ2fLKqudNNqs2uFw4OLFi1hZWUEsFpOiFz1TtRr2k5OTcn7m5+cxOzsrujzA3hl4MngmWcDU62xoawIc+l2A/gJJtpDoFxj9MSSrRySDe/bC/bXD4/HsWlAIU7zxxhu4cOECamtrpXaTnp4Oj8eDsrIy9Pf348SJE8jNzcXVq1fFo5eYKcXcKEPNAjwlhdkuHgwGxThjezsh7AUkoCGyqPx+P1ZWVtDW1iYYKo8hOztbvENzc3PR09MjRUBFUUTLyO/349KlS7Db7SgsLERNTQ0MBgPKysqwvr6OhYUFofd6PB78+te/xuc//3nJ7CnBobWT1Frz3bp1C9PT0/jLv/xLoW9ub2+jpKQEXV1dGBgYQDgchtFoRFFREdbX1+HxeFBdXQ2bzSb89DfffFPYH7wOI5EItre3cfz4cUkgysrKMDg4iMbGRhQXF8Pv9yMjIwOxWEwMOoLBIDIzM9HQ0IDu7m64XC7Mz8+jtrZW+PXUpKGaK6+NaDSKtLQ0MXhJNp+185WDyVlJSQlaWlqwsrKCkZER/PjHP8aJEyekvpKamio6MewXsFgsMO/oxUciERw9elTmC+GciooKrKyswOl0Cu3z4MGDUuxdX1/HJz7xCeHHezwekcbYazwWwd1gMEiwy8jIENEvZkzaQhUAWQn9fj+Ki4ulIKWlI+bn54t8aG5uLtxut2DtzKp4YVIylVtERVGECxuPxzE6Ogqj0ShmCRSnWl5eRmVlpTRPeL1emEwmLC8vQ1VVVFZWCkWLkyUlJQUtLS3Izc3d5Ql5/PjxXewGFmooPJWXl4eFhQW5CCiINjk5ucu5SluY3Qvu0AZrfXBNhvFzJMu0tWOv4mqyxQHYLV2c7Fj1wT7Ze2s/W39bf/EywA8MDKC1tRXZ2dmwWq2YmpqC3+9HW1ub2Pqxu/jUqVOYmZnZpUVDxVBqylOvZHp6GqmpqWLUPTMzg8OHDyM1NRWjo6OwWCzIycmBoiiCw6elpcFut4uaJLNZFjm7urpEAvfevXuIxWL45je/KRDPxsaGNJ/Nzs7CZrOhpaVFOq7j8Ti+8pWvYHR0FP/0T/+E6elpwalJ53z66acFgnnrrbdw4MABuFwuaQ6cnp7GL3/5S7S1teGDDz5AR0cHPB4PrFYrXnzxRVy6dElgDvYL5Ofno6ioCIuLi0hPT8eZM2fg8XhQVFSE4eFh+P1+mEwmzMzMYGBgAMvLy3jqqadQUVEhRXCz2YyZmRlhMR09ehQDAwOYmpoCAJHxpkwyTU94H0X7HA6HGLpzN896BudGsiRFOx8dDgcKCwvFUWxrawulpaUYGxvD66+/jsLCQnFXq62txdLSktQYFCXRpfvee+8hNzdXhOkaGhpk8UpJScH8/DzKy8vR1NSEnJwcIXGwn8ZsNuONN96AwWBAbW0tXnjhBfz0pz9Nej0Aj0lw50WXlpYm7jt0GwIgujI2m030sen0Mzw8LJ6dnBCksbEpifx0btUzMjJw+PBhhMNhDA0NISsrCw0NDVhZWYF5R8mNwSEYDAqVifgqL2Cn04lr164Jm6aurg6BQADd3d1QFEWKafpKfGZmJtra2mSB4DaME4fiTktLS7BarUK7s9lsCIfDoj5JCWTggbXeXkEyGa7Iv/X3JQvy+iCsv50ssCfL1rXPSVaI1UJWyZpK9grwySCavV5HcS1qrLBvYnR0FMCD7O7CjmmCwWAQ0blgMCgQH/F17nQo5ESteG61tfhrMBiUOQQATU1NIjdQWlqKiYkJ+fvmzZvY3t7GrVu30NXVhXA4jHg8LkqQ/G3pTbC4uIg333wTExMT+PSnPy0evWfOnEF6errUl775zW/iwIED+PM//3PJYhVFwfPPP493331XgmIoFEJ6ejra29vhdrsxPT2Ns2fPwmKxoLu7G3fv3sWXv/xlXLx4ETdu3MDc3JwYk/P6JKPDaDTiyJEjMJlMsNvtCAQCgl3X1NTg8uXLWFhYEPEtulctLy+joKAAoVAIV65cgcPhEGiL8JdWrjc9PV2axGhyQl8HbRMZxdi0c1A/XzmH0tLS0NHRAUVRZEdP6Pjw4cMCy0YiEYyMjKCiokKQgoyMDNG94u6NzUejo6OYmppCUVGR6NU/8cQTqKqqQmpqquxC2G2tKAq+8IUv4NVXX8VTTz0lNMy9xmMR3InPBYNBaSXWWshZLBbxDiV9idg3A/nCwoJIiKqqKl2ltE2j5CezRZfLBb/fj0gkgtbWVvmhSXujnjS7WRls4/G4bEX12uzE9jhYxOFg1t3T0yMMhdXVVdGHp94JVQppKkGVzJmZGWEDUNeG1X5mYlrHHk5UbaBMBglpYZhkAX4vaIQj2UXx22TYyXYJ2mNPxrDRvr9+4dG/x16Ly/LyMm7evIkzZ87Ic8h0sFgsmJubQ1pamrgqGY1GtLa2YmRkBENDQ8J1JvOG7evsYGa36eLiotgpms1m6WYkq2NjYwPj4+NISUnBvXv3cOPGDXR3dyMcDmN5eRnRaPRDevvJhs1mQ0dHB4xGI7q7uzE6Oopvfetb+OpXvyoyt0ajERcuXMBPf/pT2O12HDt2DKmpqcLNXlpawjvvvCNQ5Isvvoh4PI4rV64ILDA0NCTmMqwtXbp0Sdhk5h0HspaWFrS1tSEjIwN3795FVlYWZmZmcPHiRZSWlqKhoUGyaQqILS4u4v79+wCw69zGYjFMTU1JT8LExARyc3Pld6O5PKV92bvCAMpd/dLSkhSxTSaT6NXrIUE9Bp+SkoKjR4/iwoULMh8XFhawubkJi8UCq9UqMswAMDk5CVVV0dTUBLPZLHj51NQUXn75ZRQWFiIej0sPg6IowuqhJy17LjgXSVv1er34zGc+I9Ir9+7d23NOAI9RcOeksdls0vHGrISVd5/Ph/T0dITDYeTl5UnVmBALV2kg4aBDUXyusoqSaKN2OBzi5sJtHAtStbW1oncRj8dht9tFtOju3bsIhUISeHjMqqoKLsigmQyGYPdkNBoV2InGzX6/H3a7HVVVVTAYDOI0FY/HZcvNLJGwDdudAUhrujYrTja0hUe9PLA+802WDesXgWRF0GQjWcB/2IKyV+BO9riWp69/32Q7FCCRNTU3N0s9ZmNjQ8S6KIPBoMZGos3NTdTX12NkZAQrKytQlAeaSKTdEjtPTU1FZWXlLptH9kk4HA7EYjHMzMzg5s2b+MEPfoBIJPIhU+Zk31s/2L5Py7n29nbU1dXhV7/6Fd58802pF9CcmqYSNpsN77//PsxmM5qbm+HxeNDV1YWZmRl86UtfwqlTp+ByuWC327G5uQmbzQaDwSD6OvF4HE8//TTGx8dx9+5dgQaNRiM6OjpgMBiwuLgoHeCnTp2C0WjE0tISAoEA5ufn4fV6ZUejqgmWUzQaxejoKIqLi3HhwgU0NjZiYGAADocD7e3tiEajWFhYQG9vr3DaCZtMTk7C4/GIFwS1nWgCxDhCz+JkO1r93xaLBZ/5zGckFsXjcczNzUnPQlFRkRR7LRYLiouLBaZl/0lGRgZu3LiB559/XpI1KmD6fD7cu3cPBoMBDQ0N0otDh6+trS1UVVVhcXERV69exc9//nO8/PLLMBqNOH369EOvucciuKtqwmXE7XYL9JGeni5bPOrK2Gw2aVRSlARHlVKamZmZyM/Ph8lkwuLiIkKhEEwm04e0YFhEokcl4ZW0tDTB+2OxmOwcJicnMTc3h76+PpEM0BYvudKz61FVHxhAa78fkMgitra2hO6mqipisRhmZ2dFUjUWi4kmBkX55+fnpbWZanqTk5OiX0FjaK2csV5A7DfBNcky8b2wde1ztI8nu0gethvYK3DvBfsk+2z9LmQvSEZ/OzU1Fd3d3Xj++efFMYcca6PRKE1AzJ6npqZk11RdXY319XVhTNCYmUVSUgDT0tJQUVGByclJRKNR+Hw+4aqzkYbfI1ky8NuM9PR0tLW1wWg0IhKJCKRx7NgxRCIR9Pf3o729HW+99RZyc3MFL19bWxP65traGmKxGI4ePQqbzYaDBw/igw8+EElsMjUYLC9duoTc3FxcvHhRjEHcbrdgyVtbWzCZTCgrK0N7e7skRbW1tdIc9p3vfAcejwcdHR147rnnUFpaCo/HA5fLBbPZjMLCQtjtdkxPTyMSieDgwYPimctmosOHDyMSiWB4eBjxeBylpaVirsNdCWtwWVlZUsBcXFzcBZfq54Z2p3v06FE0NzfL89mgRqE21kq2trbg8Xh2FUGDwSDGx8cRiURw7tw5eL1eeDweDAwMYHJyEh0dHaKCmZmZKcYz/A1HR0el4D4+Po7PfvazKCsrkxoNJYb3Go9FcOeBEo6wWq2S0ZKmSNoTm07IqzUYDHA6nbBYLFLwVNUENUm7pTUajTCZTNKVqiiK8I3ZJFJUVCSGA2Q8vPvuuwLHAB/Wd0mW9WolB7gFV9WEnkx9fT1OnDiBYDCItLS0Xbxn6tSTQ01MLTMzU3xdNzY2hLdfW1sLp9MpC57NZpMsiEMLzWiHoii7dh7a76L9W7sT2St7TBboky0o2ufrg/ZejV3aRUr7ffQBW3/cfE6yvgLumDweD7q7u2G327GysgKfz4eysjIYDAZMTU1hfX0dJpMJgUBAFlJVTTCwKBi2tbUl2WNOTg6cTifm5+elnnLr1i3pl9iLcfTvGSzKejweMcV2Op3Y3k6YgtTW1iIej+P48eOoq6vD/Pw8Xn31VXR3d+PcuXMAEoXJrKwsFBcXyxxsaWlBVVUV/vmf/xn379/HmTNnUFJSgvv372NxcRGNjY3C6giHw6Kt0tTUBKPRiKmpKRw8eFA0bZqamgSm+ulPf4qJiQmpf7ndbpSWliI3NxeDg4Ow2WzIzc2F1+vF+++/D5PJhOrqahQUFGB8fFyKluvr6zh37hyqqqoQi8UQCAREvZVJGuNELBaTwjN3Ub/NbpOECUo4bGxsoKCgAIWFhSIQxzlGnf7c3FxBAiYnJzE5OYmvf/3ryMrKkuRzaWlJaoC5ubmoqKgQXSFFSYgMDgwM4NKlS/jCF76ApqYmNDQ0iLYVkNB7f9h4LII7VznSGjk5WZRgAYPbWwZxsgFyc3OF7lRYWCgsADajBAKBXU71ADAyMoLy8nK0trYCSBg5BINBcVZZXFxEX1/fLilQfca7V4YO4EOZM187MTGBzc1NHDlyBKqqory8XDRo6NV5/fp1bGxs4MCBA5JdsXOR2uTcKRw6dAiKomB2dlY6HAF8KGgn07BJlhXrv8teeK8+q3/Ycx4GySR7Pv/e6/Xa8/qbPlt7jNrBxrD+/n40NjaK/Ozy8rIYeczNzWFlZQU1NTXIysrCxMSE+HsSXjMYDAiHw4IbBwIB6V5O9tm/i4CuHdxhUl2UTj2Li4tYX19HUVGRNDoRZ66qqkJhYaG8rrCwEIqiSL8IYcuxsTHEYjE0NzdLs9fw8DAsFgsWFhZw5coVZGZmIhgMyi75ySefhNPpFHtMn88nAmi8tojpFxQU4Pz58+jv70dXVxfS09NFJmBzcxP37t2D0WhEU1MTmpubsb29jV/96lewWq2oqKhAX1+fSAi/+eabyM7OxoEDB4T/PTc3J5k76auMHfqhn8/b29siO8y+hEgkgoKCAilOp6enSwOk2+3G2toarFYrqqurUVRUhDfffBNWq1XMWshw4mdwB9Ha2opTp04JfJyXlyf9LGtra5ibm8PBgwelWZHF/e7u7ofOjccmuAMPJHbZkcbARirg2toaCgoKJOCTe2o0GuH3+zE7OyuFE2JkdL4hE4VZMYMjiyNsRiJWSH1rfVBJT0+XzJwmH3thznvdNzMzg5mZGRiNRlRXV4shwrFjxyRIV1RUCOWLtmsUEyLDhsdKiiS/k7Z4ql1Y9vpb/9yH/U4Pg2L033uvHYP2c7UZu/75yZqm9Jr0PPd6GQX9cSTL/LnNHhoawpEjRyQg0fBha2sLTU1NuH//vrzv5uYmFhYWBDtm4fPfIp72uxopKQmT6OLiYni9XoyPj8NkMiEjIwP5+flobW1FNBrF1NQUIpGIsEcAiLXkysqKuJHl5+djYWEBQ0NDQigoKytDaWkp7t+/j0AggEOHDqG3t1cadkwmEzo7O+F0OnH06FEUFxfD4/FgZWVFPE+5oyTV87Of/SympqYkONKHtaenR8QDWf/Izc1FKBRCV1cXbDabCJjRx/W5557DnTt3YLPZxE6xvr4e0WhUTDmAxFyioQ7rdHslGJxLlZWV6OjoQEpKijS10cmLPs5OpxOzs7PiukTjkNzcXDzzzDO4ceMGbt26hc7OTszPz0sXfjweRyQSQTQaRUNDgyyAm5ub6O3txSuvvILNzU00NjaiubkZVVVVIldOeKqpqemh8+OxCO5kE1itVrjdbtmW0F2JtmnEmMiSyc/PlyJjeXm5aMhkZ2eLw/rg4CCKi4ulMEoaWnFxsfDnSYFcWlpCd3c3QqEQ+vv7RcYUeICla1f+vS5kfVDR3tYq0C0vL2NwcBDV1dVISUnB2NiYmDMwC6Dx8/z8PHJzc+X9t7a2MDY2Jni9PlhyJAt2+t2GdoKTCfGboJaHZd7JFjUtPMLnJDvOZLsd7W39OU32OzzssWS7ra2tLfT09MhCS5rj9vY27t+/j7W1NQQCASmSaX//vWCoP8RIS0sTUa+xsTHB3cneYcb64osv4r333pPjX1pawve//32kpaXJa4kV2+125ObmQlVVNDY2oq6uTrDjcDiM6upqmHecqp555pld5vGESDnH2eofi8UwOTkp711YWIjBwUHEYjEMDAxITWB6ehovvPACvF4vurq6UFVVBYvFgt7eXgQCATzzzDMi3Tw5OQmr1YrOzk5xkHI4HJidncWnPvUpgT4mJydFapssJm2zn/a30/6tKArOnj0rirT0kmCB1+12S+1kZWUFNpsNra2tyMvLEypzVVUVPB4PLl++jPn5eSmmsydAURK1OrLu8vLy4HK5cOPGDTidTuTn5+P8+fNS44lEItIkNzIygnffffeh8+OxCO7kkxM7BiDiW2zrZ1COxWKiI1FQUCCCStRzYKcrkKBU5ebmSrcqO0bpoJKTkyMmw0ajEcPDwzKRtHouWvyXFzYxa+1jemVFYu17yQGkpKTg2WefFbH+paUlBINBeR9Kk7JlPBKJYG1tDaFQCBMTE3A6nbsadbTZLeVMk8EXewVr/fEly8o5kgmUJQtwyRYbfbauPbZkn5/sc7RDm71rBxtb2ICkzda022+yZUZHR4W1RGNq8qEf9vm/6f7f12BnN+mBpDUCid3e2NgYWlpaMD8/j9bWVoTDYUlkPB4Pvv/976OjowP5+fmYmJjA4OCgwCJzc3NCt21tbcXm5iZ+/vOfw+FwiDKmx+OB3W7HiRMncOXKFWniy8nJwdTUFOrr66VxaXBwEGVlZWhtbRXmVywWw6lTp1BWViYibqFQSNQ6P/GJT+Du3buwWq144okn4Pf7kZKSgvX1dbzwwgvIzs7G6Ogo3G438vPzkZmZid7eXoTDYZw8eVJ8aMfHx6U+QCRAe13qlVcBiDIsm7C0CwLxeu6eY7EYzGYzWltbxR2OooHb29titMJ+ATYoEb5zOp2w2+2IRqPo7u7GzMwMzGYznnjiCbS1tWFoaAgejwe3b98W7r9eSyrZeCyCO2EWFjuys7MRjUZhMpmkoMVurZycHJH+nZ+fR1ZWlpwYPq6qCZcVl8sl5gx8XzY5WCwWkQ++e/eu6LNoWQz6jJZZXkpKigR2DgYMNr2wyKZ9TBtY+H7EIjc2NsQ7MRqNoqenB3NzcyK6xLZnRVGkFZ3HqWeLkKalx635eDK8PFmGr32O9v6HvZf+fOihFS2soh3ac5Kse1Z/XPrX6r8LM0cmBQ/D4LXF4lAoJOd2r+c/LiMej2N6elo0jEpKSpCRkYHe3l6hAPb09EjnNWm8mZmZqKurw8jICEZHR3Hq1CnJKgGI9lJqairKysrEqjA/P1/4/BkZGbh69Sqefvpp0chfXV3F7du30draKjIGZLxkZ2fj7t27KC0tlUVJURSUlZVhaGhITMZ9Pp+QDkioOH36NHw+n1jV0cNWVRPyvSxk0pFrYWEBIyMjUrAsKysTSIPX7V5KpryvsLAQhw8fllpMNBpFYWEhMjIyhHasKIrQZFtaWoQOmpWVhdu3b2NkZAQnTpxAVVUV3n//fTQ2NuKpp55CVVUVfvKTn0BVVaysrODtt9+GxWLBwYMHsbm5Kb/pa6+9hm9/+9tYXV2VYK5NzP5DBHcA0nZP5ojWvZ6UNDJptLxkk8kk3ahGoxF5eXmYm5uTFXpjY0NcZOx2uwS/rKwsuN1u6ZijYBl/OC4mwO4gw4nN4iew++Inx5b3a4ONNhAS+njzzTcRCATQ0NAgHOTbt2/D5/PJc1JSUjA9PS1NTPrmHm0gpWiadoFKVqjU+7Ymg2O0I1lmrX9cv4AlG3tx0vlYst2E/jzqR7LdAwfNILSwzl4XRrLs/3EeqqpieHgYi4uL6OjoQGFhIVRVFTNmIFEjoAojf18qrjY3N6OmpgZWq1XYJ1TMjEaj8Hg8mJubQ0dHB3p6elBbW4vt7W1EIhHxLiU+np+fL0qGnZ2d+NSnPiV6KikpKSKx7PP5YDAYYLFYRCDvjTfekGs+EonsMs9xOBzIzc2Va5PHQNE3i8WC1dVVTE1NITU1FSUlJeLBQJh2fX0di4uLQkwAsCuB0J5Pjo6ODtF7oUAbJQvi8bgsoIFAAPn5+TAajVhcXERvby8OHjyI1tZWLC8vAwCam5vR29uLd955B9/4xjfQ3t6O+/fvw+VyIRQKwefz4cc//jG+973vCWNwr912smPdazw2wZ0/gMVikYzL4XDsqi7b7XbY7XYJrJmZmaL5zOxsampKiqdcDEhlo/4DH6+trRWqJS944tperxdTU1OSXQOJCcGGq2SZOMfDgpv2dUACA+7s7ERXV5fUD2jQwMcJETGw81j0XabcUQDYlbHyePle+mPXB8dkmU0yXFI7kgVf/eKi/Wx+H+1Co/1+Wlgr2TnUL1i8X/u/9jP19+/12/xHGtxJUka3s7MTp06dEv12l8uFeDyOI0eO4NKlS7t0kXitbWxsiLfq3bt3UV9fj83NTVy7dg3j4+NITU3F0aNHxVxDVVXhnVutVoTDYXi9XqSlpaG6uho3b95EV1cXAODZZ5/F1NQUotGo6KUMDg7iqaeeEjpvd3c38vLy4Pf7Jcv2+/3w+Xyyy0hPT0dlZaXQK9PS0tDV1QWHw4Hi4mIYDAaR2i0sLEQ4HIbf7xeCRCwWE6YddVySzXsmUmTKxONx0f5nU5TP58Pt27fF9yElJQXHjh1Df3+/iBDW1NSISQmvyy9/+cv47ne/i+985zsoKChAT08PZmZmhD8/MzOz52/8/3coj8OEVhQlAmD0UR/HYzZsABYe9UE8ZmP/nOwe++fjw+Pjdk4qVFUtSPbA45K5j6qq2v6oD+JxGoqi3Nk/J7vH/jnZPfbPx4fH/jl5MJILkOyP/bE/9sf++A899oP7/tgf+2N/fATH4xLcv/OoD+AxHPvn5MNj/5zsHvvn48Nj/5zsjMeioLo/9sf+2B/743c7HpfMfX/sj/2xP/bH73DsB/f9sT/2x/74CI5HHtwVRflPiqKMKooyoSjK3zzq4/lDDEVRyhRF+UBRlGFFUYYURfn6zv1WRVHeVRRlfOd/y879iqIo39w5R/2Kohx5tN/g9zcURTEoitKrKMqbO7erFEW5vfPd/1VRlPSd+zN2bk/sPF75SA/89zQURTErivIzRVFGFEW5ryjKyY/zPFEU5X/cuWYGFUX5saIomR/3ObLXeKTBXVEUA4BvAXgWQDOA/6woSvOjPKY/0NgC8D+pqtoM4ASAr+18778B8L6qqnUA3t+5DSTOT93Ov78A8O0//CH/wcbXAdzX3P4HAP9VVdVaAIsA/mzn/j8DsLhz/3/ded5HcfwjgLdVVW0EcAiJc/OxnCeKopQA+O8BtKuq2gLAAOBz2J8jyUcyzY0/1D8AJwH8WnP7bwH87aM8pkd0Hn4B4GkkunSLdu4rQqK5CwD+LwD/WfN8ed5H6R+AUiSC1UUAbwJQkOg2TNXPFwC/BnBy5+/Unecpj/o7/I7PhwnAtP57fVznCYASAC4A1p3f/E0Az3yc58jD/j1qWIY/Fod7576PzdjZKh4GcBtAoaqqczsP+QAU7vz9cTlP/yeA/xkA1bvyASypqrq1c1v7veWc7Dwe3nn+R2lUAQgA+H92oKr/W1EUIz6m80RVVQ+A/x2AE8AcEr/5XXy858ie41EH94/1UBQlB8ArAP4HVVWXtY+piXTjY8NTVRTlkwDmVVV9uDHkx2ukAjgC4Nuqqh4GsIoHEAyAj9c82aktvITEolcMwAjgPz3Sg3qMx6MO7h4AZZrbpTv3feSHoihpSAT2H6qq+urO3X5FUYp2Hi8CML9z/8fhPJ0G8KKiKDMAfoIENPOPAMyKolADSfu95ZzsPG4CEPxDHvAfYLgBuFVVvb1z+2dIBPuP6zx5CsC0qqoBVVU3AbyKxLz5OM+RPcejDu7dAOp2qt3pSBRHXn/Ex/R7H0pCo/afAdxXVfX/0Dz0OoAv7vz9RSSweN7/3+6wIU4ACGu25R+Joarq36qqWqqqaiUS8+CSqqr/DYAPAHxm52n6c8Jz9Zmd53+kMlhVVX0AXIqiNOzc9SSAYXx854kTwAlFUbJ3riGej4/tHHnoeNSgP4DnAIwBmATwvzzq4/kDfecnkNhK9wPo2/n3HBJ44PsAxgG8B8C683wFCVbRJIABJNgCj/x7/B7Pz3kAb+78XQ2gC8AEgP8XQMbO/Zk7tyd2Hq9+1Mf9ezoXbQDu7MyVnwOwfJznCYD/FcAIgEEAPwCQ8XGfI3v925cf2B/7Y3/sj4/geNSwzP7YH/tjf+yP38PYD+77Y3/sj/3xERz7wX1/7I/9sT8+gmM/uO+P/bE/9sdHcOwH9/2xP/bH/vgIjv3gvj/2x/7YHx/BsR/c98f+2B/74yM4/j9KixsmfPJDdQAAAABJRU5ErkJggg==\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.imshow(image_gray, cmap=\"gray\")"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"id": "6329e214",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# 1. Загрузите изображение в оттенках серого sar_1_gray.jpg. \n",
|
|
"# 2. постройте гистограмму\n",
|
|
"# 3. реализуйте алгоритм гамма коррекции с параметром гамма <1, >1.\n",
|
|
"# 4. Сравните исходное изображение, скорректированное при помощи гамма-фильтра. MSE, SSIM.\n",
|
|
"# 5. реализуйте алгоритм статистической цветокоррекции на основе статистики eq_gray.\n",
|
|
"# 6. Протестируйте работу алгоритмов пороговой фильтрации с различными параметрами.\n",
|
|
"# Для каждого решения - напечатайте результат\n"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3 (ipykernel)",
|
|
"language": "python",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.10.4"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|