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@kwinkunks
Last active January 25, 2022 13:42
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Reading files from the web in various ways
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{
"cells": [
{
"cell_type": "markdown",
"id": "5c51550b",
"metadata": {},
"source": [
"# Reading data files from the web\n",
"\n",
"In general, we can read data from any URL we have permission to access.\n",
"\n",
"We can choose to read this data directly into memory, or we can save it into a file first. (Of course, you can always write data in memory to a file as well, but sometimes you don't want to have to write a file in order to use some data.)"
]
},
{
"cell_type": "markdown",
"id": "138957f5",
"metadata": {},
"source": [
"---\n",
"\n",
"## READING TO DISK\n",
"\n",
"## To disk using `pooch.retrieve()`\n",
"\n",
"This is a nice utility from the [`fatiando`](https://www.fatiando.org/) team. To install it:\n",
"\n",
" conda install -y pooch\n",
" \n",
"or use `pip`."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "af05c7b5",
"metadata": {},
"outputs": [],
"source": [
"import pooch\n",
"\n",
"fname = pooch.retrieve(url='https://geocomp.s3.amazonaws.com/data/F3_horizon.npy',\n",
" known_hash='md5:9ba4f498ba3e2dfebeaa739aeac68d04', # See below.\n",
" path='.', # By default goes to your cache directory.\n",
" fname='Penobscot_0-1000ms.sgy',\n",
" processor=None, # Can add a decompressor or unzipper, for example.\n",
" # progressbar=True, # Doesn't work for me.\n",
" )\n",
"fname"
]
},
{
"cell_type": "markdown",
"id": "59467237",
"metadata": {},
"source": [
"### A word about checksums\n",
"\n",
"Checksums are a good idea because they make it harder to end up downloading a file you didn't want, for example if it has changed since you last knew its contents.\n",
"\n",
"If you don't know the checksum, it's okay, just put `known_hash=None` and you can skip it.\n",
"\n",
"You can use other schemes like SHA256 or SHA512 for the checksum too. If it's anything other than SHA256, you have to prepend the checksum like I have above.\n",
"\n",
"By the way you can also generate checksums with `pooch`:"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "64d9edc3",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'9ba4f498ba3e2dfebeaa739aeac68d04'"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"pooch.file_hash(\"Penobscot_0-1000ms.sgy\", alg='md5')"
]
},
{
"cell_type": "markdown",
"id": "59691031",
"metadata": {},
"source": [
"## To disk using Pooch's `fetch()`\n",
"\n",
"The `fetch` pattern is nice if you have a whole bunch of files to download from the same location."
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "dc8e18d0",
"metadata": {},
"outputs": [],
"source": [
"import pooch\n",
"\n",
"spot = pooch.create(path='.', # Or wherever you want.\n",
" base_url=\"https://geocomp.s3.amazonaws.com/data/\",\n",
" registry={\n",
" \"F3_8-bit_int.sgy\": \"md5:cbde973eb6606da843f40aedf07793e4\",\n",
" \"F3_horizon.npy\": None,\n",
" },\n",
")"
]
},
{
"cell_type": "markdown",
"id": "151de637",
"metadata": {},
"source": [
"Then later we can do (again, allegedly with `progressbar=True`):"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "a9406f51",
"metadata": {},
"outputs": [],
"source": [
"fname = spot.fetch('F3_8-bit_int.sgy')"
]
},
{
"cell_type": "markdown",
"id": "30fd43bd",
"metadata": {},
"source": [
"## To disk using NumPy `DataSource`\n",
"\n",
"This makes a local copy and won't download again if it already has the data."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "47d809da",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[0.85877109, 0.85878152, 0.85878676, 0.85877627, 0.85877109],\n",
" [0.85876209, 0.85877776, 0.85878301, 0.85877252, 0.85877252],\n",
" [0.85875702, 0.85876751, 0.85879368, 0.85875702, 0.85876751],\n",
" [0.85873199, 0.85875815, 0.85875815, 0.85874242, 0.85875815],\n",
" [0.85873681, 0.85873157, 0.85886252, 0.85869491, 0.85874206]])"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import numpy as np\n",
"\n",
"ds = np.DataSource('../data') # <- Local target.\n",
"\n",
"url = 'https://geocomp.s3.amazonaws.com/data/F3_horizon.npy'\n",
"horizon = np.load(ds.open(url, mode='rb'))\n",
"\n",
"horizon[:5, :5]"
]
},
{
"cell_type": "markdown",
"id": "08be802f",
"metadata": {},
"source": [
"The local filename is accessible; you can use it anywhere you would normally pass a filename as a string:"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "8b009cac",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'/local/Dropbox/dev/geocomputing/data/geocomp.s3.amazonaws.com/data/F3_horizon.npy'"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ds.open(url).name"
]
},
{
"cell_type": "markdown",
"id": "aa77b010",
"metadata": {},
"source": [
"We can use this tool with any data, it doesn't have to be a NumPy file. E.g. let's make a PIL `Image` object from a file on the web. (To install PIL, `pip install Pillow`.)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "3f381403",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=242x208 at 0x7F9C1456A910>"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from PIL import Image\n",
"\n",
"url = 'https://geocomp.s3.amazonaws.com/data/Random_ammonite.jpeg'\n",
"img = Image.open(ds.open(url, mode='rb'))\n",
"\n",
"img"
]
},
{
"cell_type": "markdown",
"id": "6c4dec8f",
"metadata": {},
"source": [
"## To disk using `urllib`"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "9a71bf06",
"metadata": {},
"outputs": [],
"source": [
"import urllib.request\n",
"\n",
"url = 'https://geocomp.s3.amazonaws.com/data/Random_ammonite.jpeg'\n",
"fname, headers = urllib.request.urlretrieve(url, filename='ammonite.jpg')"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "6f5fd36b",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=242x208 at 0x7FABB80F57C0>"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from PIL import Image\n",
"\n",
"Image.open(fname)"
]
},
{
"cell_type": "markdown",
"id": "c15e6293",
"metadata": {},
"source": [
"## FTP file to disk using `urllib`\n",
"\n",
"`urllib` does FTP too, and it's part of the standard library. To download a file:\n",
"\n",
"```python\n",
"import urllib.request\n",
"\n",
"url = \"ftp://user:[email protected]/path/to/resource\"\n",
"fname, headers = urllib.request.urlretrieve(url, filename='foo.txt')\n",
"```\n",
"\n",
"`fname` is a bit redundant; it's the same as the `filename` argument. The username and password may or may not be required in your situation; if not, leave them out (just use ftp://server.tld/etc).\n",
"\n",
"I don't think `urllib` does SFTP though, then you'd need to use another library; apparently `pysftp` is a thing."
]
},
{
"cell_type": "markdown",
"id": "6e1e9df9",
"metadata": {},
"source": [
"---\n",
"## READING TO MEMORY\n",
"\n",
"\n",
"## To memory using `pandas`\n",
"\n",
"Pandas reads files from URLs or local file paths equally well:"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "5a963835",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>RPC</th>\n",
" <th>Description</th>\n",
" <th>Lithology</th>\n",
" <th>Vp</th>\n",
" <th>Vs</th>\n",
" <th>Rho</th>\n",
" <th>Rho_n</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>104818</td>\n",
" <td>KIAMICHI FORMA. 4</td>\n",
" <td>sandstone</td>\n",
" <td>3045.6</td>\n",
" <td>1595.7</td>\n",
" <td>2108.0</td>\n",
" <td>2109.120585</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>104893</td>\n",
" <td>KIAMICHI REMOLD 3</td>\n",
" <td>sandstone</td>\n",
" <td>3000.6</td>\n",
" <td>1517.1</td>\n",
" <td>2126.0</td>\n",
" <td>2090.342013</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>104652</td>\n",
" <td>NAVAJO ARCO 2</td>\n",
" <td>sandstone</td>\n",
" <td>3363.6</td>\n",
" <td>2041.5</td>\n",
" <td>2162.0</td>\n",
" <td>2131.989982</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>104752</td>\n",
" <td>NAVAJO ARCO REMOL 1</td>\n",
" <td>sandstone</td>\n",
" <td>3195.3</td>\n",
" <td>1606.2</td>\n",
" <td>2160.0</td>\n",
" <td>2184.939233</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>104598</td>\n",
" <td>FERRON 82-3 1677.5</td>\n",
" <td>sandstone</td>\n",
" <td>4237.5</td>\n",
" <td>2448.6</td>\n",
" <td>2428.0</td>\n",
" <td>2472.230768</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" RPC Description Lithology Vp Vs Rho Rho_n\n",
"0 104818 KIAMICHI FORMA. 4 sandstone 3045.6 1595.7 2108.0 2109.120585\n",
"1 104893 KIAMICHI REMOLD 3 sandstone 3000.6 1517.1 2126.0 2090.342013\n",
"2 104652 NAVAJO ARCO 2 sandstone 3363.6 2041.5 2162.0 2131.989982\n",
"3 104752 NAVAJO ARCO REMOL 1 sandstone 3195.3 1606.2 2160.0 2184.939233\n",
"4 104598 FERRON 82-3 1677.5 sandstone 4237.5 2448.6 2428.0 2472.230768"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import pandas as pd\n",
"\n",
"url = 'https://geocomp.s3.amazonaws.com/data/RPC_4_lithologies.csv'\n",
"df = pd.read_csv(url)\n",
"\n",
"df.head()"
]
},
{
"cell_type": "markdown",
"id": "e6635d14",
"metadata": {},
"source": [
"## To memory using `lasio` or `welly`\n",
"\n",
"These tools read from the web in the same way as `pandas`:"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "25439f20",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/matt/miniconda3/envs/py39/lib/python3.9/site-packages/welly/well.py:194: FutureWarning: From v0.5 the default will be 'original', keeping whatever is used in the LAS file. If you want to force conversion to metres, change your code to use `index='m'`.\n",
" warnings.warn(m, FutureWarning)\n"
]
},
{
"data": {
"text/html": [
"<table><tr><th style=\"text-align:center;\" colspan=\"2\">Kennetcook #2<br><small>Long = 63* 45'24.460 W</small></th></tr><tr><td><strong>crs</strong></td><td>CRS({})</td></tr><tr><td><strong>location</strong></td><td>Lat = 45* 12' 34.237\" N</td></tr><tr><td><strong>country</strong></td><td>CA</td></tr><tr><td><strong>province</strong></td><td>Nova Scotia</td></tr><tr><td><strong>latitude</strong></td><td></td></tr><tr><td><strong>longitude</strong></td><td></td></tr><tr><td><strong>datum</strong></td><td></td></tr><tr><td><strong>section</strong></td><td>45.20 Deg N</td></tr><tr><td><strong>range</strong></td><td>PD 176</td></tr><tr><td><strong>township</strong></td><td>63.75 Deg W</td></tr><tr><td><strong>ekb</strong></td><td>94.8</td></tr><tr><td><strong>egl</strong></td><td>90.3</td></tr><tr><td><strong>gl</strong></td><td>90.3</td></tr><tr><td><strong>tdd</strong></td><td>1935.0</td></tr><tr><td><strong>tdl</strong></td><td>1935.0</td></tr><tr><td><strong>td</strong></td><td>None</td></tr><tr><td><strong>data</strong></td><td>CALI, DPHI_DOL, DPHI_LIM, DPHI_SAN, DRHO, DT, DTS, GR, HCAL, NPHI_DOL, NPHI_LIM, NPHI_SAN, PEF, RHOB, RLA1, RLA2, RLA3, RLA4, RLA5, RM_HRLT, RT_HRLT, RXOZ, RXO_HRLT, SP</td></tr></table>"
],
"text/plain": [
"Well(uwi: 'Long = 63* 45'24.460 W', 24 curves: ['CALI', 'HCAL', 'PEF', 'DT', 'DTS', 'DPHI_SAN', 'DPHI_LIM', 'DPHI_DOL', 'NPHI_SAN', 'NPHI_LIM', 'NPHI_DOL', 'RLA5', 'RLA3', 'RLA4', 'RLA1', 'RLA2', 'RXOZ', 'RXO_HRLT', 'RT_HRLT', 'RM_HRLT', 'DRHO', 'RHOB', 'GR', 'SP'])"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import welly\n",
"\n",
"url = 'https://geocomp.s3.amazonaws.com/data/P-129.LAS'\n",
"w = welly.Well.from_las(url)\n",
"\n",
"w"
]
},
{
"cell_type": "markdown",
"id": "6b65c419",
"metadata": {},
"source": [
"## To memory using `urllib`\n",
"\n",
"This built-in library returns a file handle. For text you can do:\n",
"\n",
"```python\n",
"r = urllib.request.urlopen(url)\n",
"b = r.read()\n",
"text = b.decode('utf-8')\n",
"```\n",
"\n",
"`r` is a file handle; you might be able to pass it directly. For example, here we'll make a PIL `Image` object from a file on the web. (To install PIL, `pip install Pillow`.)"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "d32df413",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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G275vDJh7yQGsPy+PQ78ssf2a3rrdKeZ5LqWMoohSWte17/tfdkEIApBgABADx3EAuFFFk6fTk4N/8D1/3wb19jc/TlRdxut3PvkEQ7Coji9dupRkRV2LXq9fTaZVU+3sbc/jVal1EHY1QqkUCJGkrCi3mlKOLm4opVarxcXdi1LKLM5cy9UcOHN9jyBgWZY1TQ0AGGNANUaKUXA4NxhZDPmeVVVVxRBoZIwxSqOWEmmM0GI8vOjafLVaKFG6oc8ZirNU6GZ7e1sbqYWUTS0F0U2tlELaGE6cTmCUFgghA3VVSyEczqhlgzHMdpqysG27qiqMKcYUdF4WGefcYnhrc+vo9LTb6fth9MILL+imJgyqLNYG5XlJKe13ItTZ/OQnP7m/v/+n/vSf/pp3v5syKpsGAL4wAvk/bWzNOV8ulx/4wAfyPP8zf+bP9Hq9siytVg/2ZWZNLZRRDrUBwXox+8ivf+ipz37i7GDfp5h79nI+ZUKM+z1QNWNWrxuen58KITDjk+k5AGztbCqDh4NOWcmg10nSvJLK9ZxGq25/bPIyTdONjY0kSc7Ozsqy3NjYODk5297eZowRRBnhBFGCFCGEc57Hc9txbMcmjGZ5XhUFQWDZ3C6ZElIRrbU2WkkJxIBR6uzOvufYjmsR3lVIF0Uhmno46i2WM6QVaGO0xAYwAoYxwlAL2e12Zd1kWaa5BoyU1kXdGGPKosCA8rykjNVxzBgTQkgj67q0bS7qJuoEd+7UWZ7MZrNuJ0zWsWgqizIvDJSUZVliFfqB1+909/f3/87f/tv9weBNb37iv/kDf+BdX/VV/7kv8uuz14S1EOLf/bt/94EPfMB13b/4F/8iAHQ6nfPz8/e9731RFP3ZP/tnP/jBD56enl69enW5XJ6fn/+1v/bXwjDMsuw+W6KUklK2tNd/umFTALSSYAJAABEFoBA0EigDDSABpBYWZgLqoim2dM0dAkUOJcBi/ms//RMf+9UPbY+GXS1kVu/6WzMkkyo9mZwMA9dwPk+bqmlsy9USDXp9oZTFrLKswXALk/nhuWO5gzCkiooG3fro51DHxnm2f3rS7/c1Z6Ph4OVXbl6+fLkAbXOCMf7MM5/b2d3tDjcODw+RrPosrISplBKqcX2/ElRK4LYldAmIKyKFqJWSHFHEXMdxXAaLbDUYDS3krJN4tVqNxmMl4fx48q53vStN0+n5RLYqDkLjOGYGTF5C1XQ02X/uxsbGhqrr7SuXMKbYsglnu+PR7Rs3gVpFUmCEQq8PgjTS2bn2pt/YP9ZRN+z3UFWfPv9iWeWjqGcbiessYLpKszI33UNzjZAyOR5vb4cRWl//3I89/dHFf/et7/nTf0YXJbEcoEwKaVl23QiLWwoToURL/nLKWzdeN3V73X+7jvJL4+m/GBPyLd/yLaPR6Id+6Ie01mVZYoy//du//erVqxjjp59++s/9uT/3Mz/zM3/lr/yV7/zO7/yFX/iFXq/3V//qX42iKEkSY0wYhm1G7XUHLa3M3SBACFpdNAJkwGYQ5xW3OSeYYKyhtIEqQCCacro4vnvnUx//2HOf/QyRzaDfj5cLTnDgudPFPPSjqmwIZsYYjcB1fcassqoI48vlklmWLCqtwXCyXK4sYnmOnyTJ+em5UmpnZ8fe7E4mE611mqaU0izLNjc3e73eZDIJZWd/f//JJ5/0g+DTn/40ADiOgwleLpfK6CCKMMbtujmOgxCijFqWZSxb1I2WUgihtb74wKNHR0ez2cx23TRNwyhaLpcvfvylhx566NatW4SQqqryLOOc8zDinNOaEko1EnVdaa0ppdwYrTVCyLIsoVVL8wEAEMwIbZomT/OIouVy6TiO63vdbkeUlVIKtGldDxEIjMEGkAGKIUlT13GKPLd8f9AfZCen3/+93/vBX/21b/mTf+rtv+8reNiWKxhKcVVXEjDG2LFa/TfUTY0xtrilTcuWAPqiSqnfI3vNH1nXteM4juPM53MhhOM4GOOf+7mf+7Zv+7Zv//Zvv3Lliud53/zN37xcLr/1W7/1iSee2N7eLooCAMIwjKJISpnn+RsJxBEFQIAxABiDDAJkAAPEcdbxbJfgukiobkxVMpAdztLp6fu//3v/1t/8G5/62EeUKGVTZ/E6z/Plcsk511qv04TZFrW4GwRVVVuUcc5FLbVUq9WqaZqqasDg1WrFOceMTmbTw5NjAdoLQsTIarVaLpcIIcbYzs4Os/j29nbTNJ/8zKcJIcaYvChms1m3293e3m7JwW6vH/ihELIoSkoZt+zlYuW5PsKkKMr5fDGZTFfLdd0IALS/v89tK4oijHEtheM4APD2t7/90UcfTZJkOp2u1+uiKBxuEUJAGy/wi6JIslSDsWy73a3antsoyR1bGZ0kSV3XrWaPMrZcr6TRw+EwyTPOueM4p8cnv/LLH1RSGqm0lKKsZd0gbQjGBJDrunmeaq0JwTZncbwyWga+P5+c/9iP/qP/7lv++Kd//dcJxU1ZnB0d2hZ3LMdiFryq9ba4xSgryuLVA9i0jOarH18ae01YSyk/+clP/vRP//T5+fmHPvShdqf/h//wH37/+9//3ve+9/j4OAxDhJBSKgzD5XKZJMl3f/d3/8iP/EjLLiGEfN//baLe/7gZhA0mBogGZO5pFQzSque7i9MTAiJymSmS0KYE6o9+8Bf+xl//68d3bu9tDDf6nUEnpMSAUXsXdmzbWq1WhNHJZOL5gZBKaeCWAxoZaQhCTSORBi1Me7GV0X4QUW4t4qQxantnZ7AxzqpSCOG6bhAErusiguu6Xq/Xn/70pymlt2/fHo/HvV4viiLHce7evQsAxycnRVEoMMzitucOR6PLly/3Bn1lNKXU8/1Ov9cb9L0wYIwZgE6vO51OLce5eu0BjHG/3+8N+lVVzefzNE21VFVVAQDGOFnHdV0TQjCjlNIWx0EY9oYDz/OqqkIEazBVUxsAQogyWmvdHw6CMOwN+lrrVl+llEIGTCON0kaopqpk3WADHBGOyf7+rc2tsevaZydHk7NTURZK1JuDASg17HYevHL5+7/ve0/u3CnS9c6FXVllTV3hV2EkpGhEA4Bdx/+8K4q/4ONLYq8ZhHieZ1nWww8/fOXKFUpp+8R873vf+y/+xb/odrvXrl37u3/372KMv/u7v7vT6fyJP/Ennnjiia2tLd/3fd/P87zdXGZZ9noJwQYoBmjdNDIGmXuSaEB4NO6BaqBKD1587oXnn3n+uWfieKXrLHIiAiDKvNuLdgZXkni9ms43Nzfv3LnDGBNS1VIhys6n82sPPZiV61oL3wvXaeraXl0L3/E1INfzsyKXQgdR6PuBJqiUDbG5NrLT6eR5nuZZmmeMMcaYweg973nP4eEht6zz83NCyGQyUUY/8sgjsFo1TWMARpsbRVXevnO3s1rnZYkQJhgBIEwYphojSglhjKVp2u12y7IsiuLixYvGmGeeeSYMw/V6vbOzMxoMD+7eXSwW+/v78+ksiiIa2JwyLcX05NQ0cjQaWYQtlsuyroQQxhhEMKIEpJZGN0rubGwXovTD0CHIdd31cjWfTinCWimsDVJaVY0mxKbM4tyizO9wz/M817527RoiBChZzaa2X463dxzGDk9PDm/d/Fv/8//z8tVrl69e+WN/7I85YXe9Xhtjut0up6xq6rqpLW4BgIZXRcCfZ+RLkr55Td4aY1zXNeccIVRVlW3bdV3/FiYkSZIwDPM89zxvsVj0+/2qqhhjTdNwzu85hteZvqkwhnbPaAwxGhuNtQKtQFSADRCYvPTCd3/X310vFptbQ9d2Qqxv3brl2Hw8GlR5gRH0olBJqYScz5ac8+l8riTa3NyeLxeXLl4hpGmkIIwtVmvMrXWWOkFoEBZSKYMYs2zbxYgopQhhjuOsVoswDNdJ3N7Yu7u7iJLT09MkSTa3tobDoZTS9b3ZbIYQOjw8jIwBAMzo1s72bDabzmc7e3tVVVmWJYSoy7LI8rquGaGh57uuy8OulPLKA1cZYx/5+McoY0mWcs6TJLl69SrF5PatW3mSVkVZZFm/3+/sbhRJSg2q0xykCjzfDrzNne2kLsNep6zrpqrm51PdiCrJbMaj7uDCpb1LDz6QloXCUFXVwe3br7z4MpSNzvLAdhkmQeCF3U6jpOXYe3s7dw4PhBBPvPktz7/4wnwdL9Zx0OkgxsfbO9z1PvnZz124fDnqddOsiKLof/5f3+u6LsL3XTZoDVVTW5alv0AGeM/ol0Tx95reWmvdgriNj7XWreyJENLiO47jlvRoiaR+vw8AbVbScZymaYQQtm2/3vBavarxB6SJ0chI0BqMAI5Bq4NPf+w//MK/VWnc5Vinsaxy6fCNbkQoFmUJsgk7HcfmaSo0mCAKy7KybPfsbLZz0UaEn5yfBw7hnBvEXMevpKKUV1WjEVIGuX7AbVcq1dQlQshj3CCIuj3OeQeTuq7rui6qpg21/SBizJrNFpvbW4xZluWEYSiEgjRhjEmtpNTT2eJsOuuPN6q6AUwIoa4fWtypyrJpmrIRlUjefO3h7e3tVby+/srNqNMRSjbLRV3XracQddPpdC7u7tncioKAEfrrz3xmtph71IJGNkV5enrq+B4QPNjerKqqbhoDUDW1qQUmhHNuu85gY5wWeVrkQqt+v3/x4kUom/3nX0YIE0CgNNKGUUoIYYzfPTpACHzfv3X75o0bNxwvGHQ7QptuGPTC4ODk9OrFC/PlfG93Z3Z+Ppue/fSP//jXfd3XPfDwIwA6Wa0QZUEQuLajjMYGdBtPG4D7or8vibd+TVinaer7/mq1opQqpeI4blHOOc+yrKU7ptNpnueXLl06Pz9vw7s2OozjGGPcipDemCHQ2GikJdISjALT/PT3ff/54e1kPouXk17kY0CuzasiZzbfvXRpsZwlSbK9tdE0zfn5eW/Q92lw+/adrCiHw00N9PDoWGvwMJ1O591ul0gTdqK8Tm3HS4qCcu4HYSOlUJJRzgDVtZBguOsYIdsstBACEVIURZZl27s7vV7PsqzlelXX9Wq1CsOwqCtpNCN4sVpKpQbDIXfssq5s17105crx8bGUsiiLLEnLLFdKccY450898zRghBlFCPX7fcqZbdsvvPCCUko2IgyCS9cexIDyNKWYrFarwWBwcW8vtNxXXnw5j5PNzU3LdSiljuOs0rhpmtbvQCM9bluWNdgYCyWXq8XelUtpnh0dHc1Pz6p1ghCiCCOEkL6XTsYAhBCKGUKoquu6ri/s7p2cna6qamvvQr/TWc2m6WrpReHlvd08Xo4H/dXN+Yf+wy8987nPvu1tb/v6b/j9F69dA4S0aDDjyCCDdFu7br7kQtZ7Kur7ud/7L7rd7ut7I0qFEIPBYDqdtl48yzLf91/rfIxxmqaWZXHOq6pq+ammaQjnQhYIjFFaNRVxrenNl//e3/lbRNSyTCPH3up36zxhlFKjqNaqbtarhe96yMDh4WFRFJZjo5hzXlueN1vFq3Uy3Nx69tkXppP5O9/5zmQ+G41dRMjRyRmzbcvinhcohNM857ZDKa2aOggC1yeL2Rwh1I86lmUVVXU+ndq2TQgZbYyTJJnP551eN4oipRR3bAUGY9zpdNKiNIArUfudrsYEU15UtUF4tLGJEMrTbDjWeZIeHx3VRbm5tdMdDtMiZ4xxyyqqkkrxyiuvtCGcF7mu48xmM5tboPVkMrEYz/M88vz9/X3HcRjCTdNsbm4medY0zXg8vn7zpsWYza1GailEVVVPP/tM0Ane/Q1fP5/Pbdfxfd/0+2dxBsbYtl1lxdbWVpKsnSzrj0eaIGgaKbUfBFrrssgwID8IyzTJPW9ra5sxZnl+JYXl+at4XRbZ3tgxdfnSc8++9Nyzf+tv/38cz2V+qOoKc6vIC8I4YdZitRz2+xqgqBrOv5jE/3fLXvNn3Lhx43W9UbtfEULcD6Z935/P571e73c8v65r27YppVJKrXUrPuGc58XSdSwL4aqIOaOf/aVffP/3ftdGJwptlhZSlZkC5nLueQ4lSJSAMc7ibL1KEDaeFziuX0uRZCmmPIo6rh9OFnND2ObWFmXW2WQap8mwrvudUYRpXGRVmtue7/juZm9Qi6aqm7woy7JumQRjTNVIQhjG8uGHH02ShNtWXdf9/nC+WFRl09QLzGgYhoxaQog0zXuDYVk3Ms+LurZsx/MDbWC1jvM855wjA/P5PPD9za3tyxcvPfDAA8s0/vCHPxwnydvf/va9ixem02kthaybnZ0dZKBVuldFgQxYjAshLMZOTk4W55MHLlwCTO9MpvFy1R0OfM+3LHs0GCyXS6WUaoSUCiszuHjhwqW9OI5X8fr05Zd81+OAhBBKKY2wNLqoK8t3DcGaIAVmEccYUCWa5XzZVHV7USiloeMxgsu86PR6Umstm+Ojg24Y3HjhuW/8xv92tV7fObj7E//kR//S//BXwEhiUd3UvucCwnlZjvp9BRDHcTeK4EsivnhNWF+9evV1vdF9NBtj7u8yvwgNorVurxmllFIKAO2zvuuyPF5bNv3XP/lP/82/+tmLm+MHL+6QpsZKcGxASZAIWYwQQhlzXN/iXp7nQjTM4o7rG4LrJC7yXGRl1BsEne7ZdLFYrrc2todDOplMOoNhrXTdSGo7XKlay0bpfBUrhBnltmN7nqeUkY0AbTDGs9nMtm3Hcfr9PmG0LEspJcK4ZYqA4FYHppRyPNd2nXq1DDsR9xzGeVVVSZZWorFch9nWwcHBar6IV+t3v/vdYRD4jvvCSy/uHx4kabqxseGHwcHBwcHxkdY67HYYY7IRjDEMqKgqm3LLt1Qj1ssVQRiUTtcx0eBwixFaVxXKMqGV57hH6SEB5NoOBRTYrmVZQRDUWvq+v7e318J6enBsjJGgAaGyqrbG24hTw4hWyos6jFDViFoKhEkQRN1ul1Iex3FWlp0wshg7PZ+01OdgOAztniqSk7u3Q9d58ZmnfvYnfjzq97/2674+6PaAMQDASIGRYFAvimrZ2Pg/q7eWUr6uNxJCtAU1rUqbc95yI6+1ZWSM1XXdMqkAYIxpsyegCy/g/+bH/+lvfOxD73j0YdPks8Njm4BDKScYE2aMqWsBuPR9YvsB0pbrMxsCRLDCuhFSI0Qtt2zSdZJRxvvDURZny/XKsdzhYHRyfrRYx/M4GYzGmDPbDxjneVVNJzPAKIoi0IhzbnkOQdhifFmvKKUt8dzmUC3bbpoGY4woQQhJKZumIYwyi1uWZYWdqpGqrOM4tV2vPxozbhdl3e12R+PN0WijLsow7MSr9fHR6eTs7PqtGzs7O47nLhaLm7dvNU3jOI4QIs9z0KYXRpyyChDn3LOdQumqKPtRR9pOso45JoHvW5SlSTra3ECMUouLulFSIqlMo0oN0+MjhdSlq1cAYGdnZ7VYVnUdxzHCmFBijNEERYNeqQRxrEY0Lo8sylbLZZKWGJBxUFnWBKvNzc1Xbt96Yne3bJTv+41WGxsbk+n0HY++1eI0cnlRFoxbzz/zuUabWzdvfMff/JvFau52uo5tA8B6veh1BxalXxo162vCuvWg/+nWciAAkGVZu1/84moQrfX92GO1Wvm+zxjL87w+uvGLv/Bvrz/33N6wA1Wh6/Lq7mg5nRGkKUFCSKE0psxIocrKNmBqTRjFjBoDVS2EEgYxx2OG0qQoHQ6dXhcAF2nBqdXt9KJRryxLy3Uc1xVKUduyPddTKgjDyWyerFOtdSeMOmFkEQoA3d5gMBiMR5ttDrXT7QNAURQGIyllUeRCCNf3HMczBqVpboPRYDAlaZ4BwY7rtjnOWoo4S2Xd9LrdxWo5OTs/ODiYT2fDzSFhdL1eU4szxlqPIISoysq1Hdd1GaEly9qMZlVVg26vzgspRMfxOKGybrI4sXwXGTBaq0boRiB5r+MeMiCEWK1Wj3lenCYnJyeHdw+aLAeMECWEMUIIt23uu1I22OaAdOh1LMqKuiGW5VDu2g5nFmPMsqzNze0o6po87XK6SpOiyMMwpEZihXqeI6tyYzwglM9Wq2d+4zO/+ou/8PXf9EcBARgBiASuu1rNbMe1ufe6cPXG7HfNWwMAQqjVZLdkX5sHfi3jnLdBCAC0mD4+Pv7Qhz707Afev5jPvuFrv4YjdHdy3SF0vc48m1uUNU1TlmWjtO8FQFmcV+u8MhVGCCECmDNmUWxRxCjCKHLc5XJdNo2HWOBHFnEwQkKIKw8+nGRpmmdJUTRSQFXIxTxN8ze9+QlEqGPZRZanaZrGMUHYsqz2IV6WJSFkPp87jhPHsZRSIyCEuK4rlKSUGmPatjLrNAXAfhDFWVo3UmiDMfWD6OzsDCESdLqW7b5y4+bxwaFWanN7Z3t3w/d9pZRlWe0+BGNcVdXp0XEUhp7ngVSEEFC6yPM8zx3bLtZJm+vmhAJRWkiGSZlmmuIkz4xUBCGLMs6ww7j2uO1axpjBYHBychKG4Z3JhHNeVQ2mBCEadKNGK02xQKZB+uj4hDM2O5+s1gnudFFZE5R5nnd2NukN+i+++GLQ6wDjSpmjw5Ov/OqvEkW+mmXrJB32ui4neZEXydqx2D//2Z/pDQeDjc3R5ibhFrecntUpq/r1guqN2ReTOr3e92pLDfr9fpszb8OS10rHtCH4/Z+1WCw+/OEPP/fcczvD3sh3sWzSZN3xHFEUi8npg9eutbdB1UgjJLV4JU1WVsoAqakxRiODec2V5RDHZg5llBDiB0GZl42SDncsaommkUKeTs8ppY2UUhs/7PhhUNe17WZN0zBCe72exXhdlkpIRCnSJi/z8/PzVgsQpwkp8uVy2ShJCOl0Oq7vCSHaaqt2xYIgWCyXRVnOl4uwE/V5H2G8XC6vXLmSJEm303G4Nej1T3d28zxfr1ZtXcLhyXFZllEU2badZVlLjTuOQwgpi7JdLq21RdkqXYIxFJMiy7GtgyDAhGilgiAQRh8dHXHKZFU3jVLKCFIpu0sISZJk5I77/T4jNFkuj/fvYim1xQnGTuAnRYYcS8mmFE0hhDIglHF8r9/vg1CUMc8LGGNaweHh8aaBdZFVSliWVRRFM58TQmyKpWjyeN1oI0Wdp4nfH/zwP3z/eHvnL337X926dHk5m/SGQ8e2vjRy/dfM0evXaWVZUkqbplFK5XkOAK7rfpFK9dVqBQBpmraah6eeeuru3bvveMc7fNt64vGHjajPjo8mx8e6qR95+CFkDGjju16n1/V93wAuyrpqBCBCCKPc5pYNmDaNLKtGGU0tS2jlup7re/ddKQBwzm9cf0Uo0+n1XddtSzMdz93b2/N9f71e37p16+TkpPVtw16/3QCcnJy0ULNtezabVVVVFMVwOAyCwLbtTqezs7Ozt7fX6XQMQlVVUUpbwUxVVa2ejnP+8Y9/PI7jBx98cGtrq9PpCCEsy2rraqWUCCHbtqWUR0dH0+nUtu1WhdfeMKANpZRzHkWREjLP86as2j1M2//EYjxPszzPz8/PAQBjbHHuOI7vuJTSXq/X6XTaTGccxxsbG4SQRkmptTLGsqw0zxspqqapRaMVSKG1BsYsy3YNwqJRSinP87a3t7/5m7/5ygNXP/KRj/yHX/7kaDSybduxeJKsOaWh5+5sb5V5aqSilNqMubb17NPP/MxP/TQ0TRh4WogyS363Afw7G71PVLf2hksVWw1qG5E7jnN/p4hBAGAwRgHJKtEIGYY+wRBFAUAZeALyyaf+zc89/6FfujbuwrOfwgiOj4+qvLBcj7kBt5y0FEmSSandoFJgFMKWzVzfkkhQzspUO45V17UUgiASz5M6a5xLgW91EELEcQjUeZ4LLS3H4bYdFtX50dnm3k4Qde+eHlNR90fDZRrneW4o7kUdJHXXC4okbWQdr9bz5A5B+MJuVJXr2dGxR62yqbFQEGeDqF/UMq+rEourDz2Yl7OTk7ssivr98XwxU25/d3f305/6xFd/7Vvu3L71J7/1zxKMnvrsU1WRL+fTqqryNEEIIUpWi2VALV/hOs+DSlNuny8mHceO4yW3cdIkVZXnBYyibp7EFscAkvqWBDOt15WlHe4gYjFo6qoedMM4jl3PvVdDgFRfM6cwZ9fv2F0/GvaLqvzUpz4piwrXst+JBp1uQKjjdmSt19PZRid68ewgy7Ld3d01NFmTaKodx0lpM+jZh9m8x/U0XnzTH/um/9+P//yF7Z3To5NN1XiMeS7vdqM4XSpdcSwGfmCbulllj0T2U7/4r34gPf/jf/ZPbz/+CKritR4grTACm1EKQEACABjzai8MDIANYAP3kjjkDe0xvwRsC9ZCYG4ThB0OvmdLBWWeBa4FZbk8u/sT/+h9s+M7O8NAGWMxqyzXUkpZNwBAGGOMteHHZL4QUiqjJSABWiqFMTbGjDeGWZa1mo0gCCjFQqvVauU4lR+ElFKEKoRMS7lorcebG8enJ0VRFLJ56KGHPvfs07UUtudSShEmSZLsjDeLoqyqaj6Z+q7n+76W6vT09IEr17I4MxqFnch1/TjJ4jT3Ox1DKHPcsqmDILhw6eKzN26GYcgYe+SRRzzb/uZv/ubBoCfq6pVXXknitahLz7F3d3dv3rwppbRte71eu5YtlUkRIca08RtCKI5jVOTcZkpKQojn2J1OhwBaiRoRjEh7GrSvEcHrJJZS1qJRRmswBgHlzLKsxfmUMOx2o3i5mi7mcbLuRp1YLo00lNIoigBTP/QXq3leFpPl/PTszPf95XLZZsd2d3cty6KMG2OW8/l4PG7l4+/5Q1/VPm9t16daIUzLsqxFzahFfea6bhGnt2/fCYKg1+kcHx//gx/4geHu9nf+L38LAQKgLX6lqBqpHMeqi9Ky7Xv9az8vgsDmtzfA/U+y33NY100thOKAtEHGGM4cQnQjSpFXVDXf/73f4zPj2Q5nTp4VJ6tFEPZUrhBCFrctzjElFuMsiIJuL8uyrK6LsiyamnHeDSNE8OnxJAzDK1cutbvV+WqttSYErdbrll0mhLTdQQFAqiYvCkLInbt3h1sblNIrV66cz6au61JKVSNWaVaWpWfbSLb9RvCl3YtNI47uHliOPZktAjfodLraGGXQOomxbeV1E3nufLW2XAdzduHCBd9zhoNeHMcUIQTs9PR0PpslSSJFE/ouC4OmaYwxqzjpY0wwdxynyYosyxzKlZR1WaxXieu6WVUKoTC6J8gRQqRZRl619i/CGLccVHuTt//VWtd13e5eemFoMxY4TlwXJ8dHeVkwQlzbGQw3trd3Hdc/OTvd3d0Ne32B0NnLLzmOMx6PPc9zXb9s6rIsEUJKG8dxdnd3wzA8ODj43Oc+1zRyMpuORqPRzg7lnCFSS2UMcl1XK4W0oRjbjGMDvu3YljVbrV688fIf/eZvuvD4ZiOb5XI56g+apvFdL88Lz/ON1p8vW0Wv4vmNSUh+z/Wv1Pa9IKKWTSl2HBYvJ2BE4FnTg1s//A/emy1n8/Ozh649tF4ns3lMiMMoB0BCa6lVXpaL1XK+WCVpiikBTCzbdnyPYKYASa2yLJvNJ8vVXBvpeZ7je45jIWTSPBOyXq7my/UKMASBb1m8bYOb5hlCaDAY7O/vK6U6nc6b3vQmAMiyzBjjuu7x8bFSqmmaXq/n+p6USkopDUwms+V6xWzLizpuGO1evtgZDRSCRqtKNLjtc2DUk29+k1Lq1q1bh3futHF2C6+zs7PWiwPA7TsHnuchhAzCbblUC0QAoJS2IM7zfL1eJ0kiGoUxbik227bxF1oLcYxxu1UQQgAAY6z9uVLKyHEsAFEWWjREqWS5TNarwPXavenx2WmcF3kja2WyRkhEoigyxjiOQykNguDWrVut3vDu3btlWf7yL/3SdDrt9Xq7u7uPPPQwBrRcp1IBppxSzrjtOJ5WsFyuz8+mnGCMTFOVoetsDAaqKn/sh35I5GuHokEYqKYKPBcAiqo2gDVQg/C93iOgEWhkNHqjcr/fc2+tANSrffABRBS6Yjl57jc+/S//2U81efLmxx7rhV7gu4ugr51osVhEAJgQxhgBJISqGymIIYxn05lUyo863SBktiO0UkZXZfOWtzx5dHpy5/AgDFe9Xq/TDSlnaZpyztdxXFaV69peGAithJYIw3i86fr+4dnJo488/tnP/sbX/f7/Js5TUNCUjcMdzuxExetVksSxy6xuN1RWlab5oD9arFbMcohlIULswAPKfNudLpe5qJfnp3sXLxltNEYvvPBCVVXL2eztb3/76clREq+ef/ZpDMayLIyxMbqoakqp64f9fl8plaZFFhRVWXLAlmXZlsUsXjT1ZLUwCNr8JSW0ruu0yKWUbfSJEDHGIAT3i1Ck1GmaJ0nGGHNdvxU8UUoX56edQb/KV5kQHCOOSVbkvNtnhALBnbDzlV/11dzz7h4fLe/mwXCg0rgsy+Vy6XlBv98fDodbW1uBH9ai2dzcvHHjRtM0q9WqKKqLFy/att2ldqfXc4OgMQqUkqDqulkvV3mc+LbV6XY7ncg0zcH+KxaB55/+3M/99D957E1vftM731XlFYCzXK4G/WE7rATQvagDtwNIQIMxAK+bkYMvAawzabRoOo5lQIl0zV3rJ//xP3zus58MXfsrf987Tk+OBntbH//YJ8Ows7O7pxCbzQ611qCNABBCtBuJUjRKGaGVWK+ZxRFhjud5njccb0opGyVb6ne+nBsNrusGkV/XQhtZ1CorC9tztZaYIgAYjzdPzk5HoxHhzK2LO3fujDbGjLGLFy/WZXW+PNva2bYJsy1rOZtXTdMbREmSBUF0enq6tb0DhDZKG8Zmi1VvSCutSyGny7nT7XhhwD3n+JV9pVSv1xsMBgj00dGR7/v9bqd1wwiZsiwvXLjwyiuvaMDn08nG1hgADCKc24gSbYzR97pZBEFEOWtj5TjNjZBYGYPhPrFjPs/aIOT+cSFEmwr1Cd3o9eZZskxi6lqR58q6kXUzTacPPvBgrzfAlrVKs9qYQuo4z0MlXdeVUrZynUt7F87Pz1+Yvbizs3P79u1WpNmNol5v4LruaDQaYJc7tgTTVFmjhGiUEEIp3e/2AsfeHAzswJut57Pzs62Lu0mR/8q///kP/vt/+81/7E9845/+72VZeK6r4X4HEtCorTPQAOoesr88Yc0potSCthGyErc+9/StF5/BTb61PTi8+fLFvQsvPvNcGARS6udfvCmUXE0mrutyzqXUQggMSICucy2llFoVRSW1DqKw2+1phHq93v7d21rrqNtRSq3urlfrtet6tm0jSizHadsjaTCO47Rczdnk3GBUN83mcHDn+DCKorYaquXjACAIApdZshHr9Xq+XCzzuW3bdSOURr3xmGDWGY4sz4d1nNcV4pT5ToR6jZIeQtyx3/Oe9/zKr/wKo/ijH/nwaDSqy7zl5rrdLqMkyzKjRCP95154cWdrEwBGo5GSklJq27aUum7Koq6W6/VstaCORTmzGA26riKEYDYY9O5MTpXW6r4I/tWPqq61MZQxhHGaZUVRaK37lG6PR75jK6TjIluXBRjlew6j1LVch1tpkT/37AtBv+92o429vdUrN2UtlVKh54m6SbXGGL/yyit3D49u3LjhOJ7l2Lu7u+fn52mSSymfeMuTTm+nUAowEsYAItLc0zJRhG3GlZTr+Ww6nw473dD1GCO9QeeZZ1/4+X/5z77ma74mGGzZrrdYrsNe5wubj2gADUi+YXH27zmsW9pGyIqCaLL4fd/zv/Vt+sQTjx3s375y6dLRnX1MbcfvTOJV1OkBYlgsu92u4zhVVdW1aEdDNE1z5+DIdV1qWwxh3w80gtVqJaUcDAZ3795N0rzf7+/u7W1sbs5Xq4ODg36/3x+MCCHr9bqomo2NjdB1m6Y5Pjjfu3ihPxwcnZ46tseY5fvBK6/cnk6nnuft7ewWeSWonE+mxqAsL0VePvnkk0meNVJLZQxGGuGDk2PM+XS1AkqquvGjTpbnmNGqqcuTidHy4YefKIri+PDucDicTqfXrl3b398fDvpJklBK9/f3T09PL168ePHyFY1wWdSyabCPjTFKmXsDMTBuFY7GIAAoyxJJ3et0WpqjPaj1vQ9j0HQ6y7JcKYMxVFVTlrVt20EQYSHPT44VZxYjxTwriiLq9LphBwC/+OKLaVHanv+ur/3avKgaIYSSbYnTcDicnM/6QVDW1ZUrV65efaA3GDz//Iuf+MTzURSFYTgcjLXWvahz89Yty7G9TuiHfks3tQ+NqqpqzhqLAWiCYHtzUyB9+eLF6WTuWyRbzf7hD7z3b/x/vwea0rEI/oKt4efH028Q179rbdvb52Cb4Giaps01aK0bjJExFpKf+fAHf+j7/jfWpF/5lsebdOUSWpalVghzr5SwTqtKGsrsrlu2WQ/CWRAEruPHaRIEgTTm9u3bDzzwACHkhedfatumBUFw5cHLq9UqCILpdMpsazzeuH37dlXXUurDw8NlvI7Cbq/XI4QQRh3HwTjs9/vcsQkhVV13+r27d+9OZtNLly4xQtfrNSe0HW9XF2Wv13vh5ed2dnZq0ZS1yIr8TU88WUsx3NxspMrrKsvLsqkRpq7rBlHoOO6bd3ZPT08/85nPWJblum4cxxgMABweHl66dMmxrfV6bVlWt9stiuL8/Hw07h3c2gepAsvpR2FT1YjgOF0fTs42d7bjLNna2JBVA7Vosixw3Ntnp20+P8syz/M8zyuKYm9vL0mS5XLZFke3spy28UN/sXSjYJ4kt08O47ICQjDjtuUSwmzbURokILvbiatqnieG4l6WbGxsnE8nO9t7bX4tThNjIM9z2/XblpyPPfaY54cAQAixkRdE4f7BvgRj29ZsctYUucoLl1EHE5szblHDEFjECn038A9u3Xj2+ZctP9zYvTK+cPVPftv/9fIjT7hhxyCS56XnOWWRuY4NoNLZeTAYaPhiEozXst81b91mxdqNedvsHQC01rIqbYbn09MffO/3bHSCntVZz2ZIlH63gwE1UjZNIjSjlIWuwy2HgyrLElFicSfLS0MoELLOsrqud/cupkUJ2gzHo7OzSSOV4/mT+QwAKQAgJM+L6WwmleHcFrp8+NHHkyQ5PD4qqvrq1auEkKOjo63dTdtzu91ummVYiMlkUtd1O82xrus4jh1uWZa1ubFRFIU2htvOdLYab21SWz306GN5XVdSTueLu8dHlu0yxqQBpUqtlOf5ru2cnJwcHh4eHR3t7u4qpYySB8fHnPO6rhFChLL2tm//Xa1WQpZlXQ3CTuB4CEhZlsroNC/LslwsFmVTz8iMGMQ0BK7PuBX1unmeL+N10zRRr9vuhvOq1AgMRkIqSml/NBwMBp7nlWUplC7KOsvzqpGAMWOMcG4xxqm1vbHFLPvDn/gkyzIWertb22fz6fb29vHx8eOPPz6ZzB55y1vaB4syhjHWlBVCKIoizrkUgnNu2/bmYOv47DhJ08ZIXnHLdRxGV1XFObcpIwiElJbtOmGgCVoul4vZfHtzzB0ftFRF+r/+7b/54z/zL4u1bBR0BsPp5Gw0HtZ5YVk8GG6YugT+nxXWLUvVFju2R1p21ndoOpmc3X4l4OzK7u7hrZcMRf3Aq8oGIUQpFQI4p4EXMttHhFIta7Hy3MAL/PPZTBtgtpWnSVZWo63tZDJBGhHCDIBlWUqpLC5Gw40g7NiOl2WZUqrb54QQuyjKuom6vTf1+pPp7PkXXoyi6OrVqzsXrgIA41yINaWsybJ+fxCGEaWsrhvX9TzbkVIWZWXZjmVZm9t7juNYtm059mQxL+rmbHK+e+ni5ctXGyG0BsaY53m2bRsD2XKdp+v1cuG7TpGlo9GI+950Os2y7MEHH2zbpyhtGlEXZcUtezga101BKUcINU0DSEmhMUMYY9cLFBjOeVMLi1IA3B8NkdQRaClUlmUIMEaEMyvwQ0a5kppgCkYQTDtRd2O8KYQ4OT4dOk6lVVKUVd0gToFQpJGWChFwbDtJ86961zs/+fRTo97O0dmp0vJDn/nku971LgDodrvPPP30ar0mhLSFYVVVua7r+J5lWVXVEEIszpumms/nhFMLSC0q2w60VtJoyhizHaOVkQ1z3DDqJnUxPz9XjfDCqJGiKpeO4xTL2Y//6A/+hf/pb7iIgK5GvY6RwvLuyfQb/PqVSQDwuwjrVo7XPgQBoC3R5ZxDnQb98M6NF7ueNTk+zNfJcHs8ny8di/leyGwbc0y44wQRwqRshNTasmyplUYIEyK1qiutDVIYziZTrY1RajGdVVXjWO7pybkkmlue5bi9Xo9ZTlFUllJVU1+4eCVJkjhNlFLb27vj8WbTNElefOyTn+Cc+77f6/WGwyHhrFUCMcaWy2UQBNTi1OJ3jw5b1cfO7oXRxlhqTTlLm2Zzt+d1uw899NCzzz0XRd1ut+tYtlFKNNIojTCdrFYHBwdhGCZJ8sADD8znc86567pKqel02oYfZVmuVqu6roui6A86TVEqDdIo2+aO5xpjpIwRQkIoy+FFVWnJaqmllPk6yaqiXWSt9XK5NMZ4nnefHW+5ba31er3Osmw+nz/+4ENlnpZKNtowTLSCWtVaqsgNj+/eHW9suo79xGOPniymSFTxcvHVX/GVDz30UF6VALjb7UopKWOvvHLL8zwA8DzP93yGiWKMc66UOjs7FaKJOsE6TeqsLinWtRiMhrpRBiNGLebYlucbwqWpEbMbpXe63c2tnVf292+89Jzt+u/7+3/v6776K64+/gRwD7idrpKwP1RApTGEe2+smuZ3OR3T5n7rutZat1N/ACmIF7/x0Q+vz8+xMqHnp2ne6fbzSuZ1U1ZNUVVVXTRVUVdlU+XrddyWRWZ5zixbalimMSKsPxghRrv9IeM257zf7yujbdsGg6fz5a39uydnEym147iu59uWs1yuNSAAnMRFUTVeEHHbXS7WbUSe57kQ4vT0dDabnR2fTE7PRFXPJ9O2HVQYhkKIsiz39/dXafbyjVfOJtPnXniJcXu+XFRVdfOV25ub20qpydl5nqYdP+p6wfx88vFf+3UpmiRe11XpOjalNI5jpdTu7m5Ltriu2+v1gqhjOS63HUToarWqheCcW5bTKmryslgs11VVtUNHCSFtAZHRUFb1YrVM8ywvi7KuZov52eS8qMqiKqumllrZruOHQS2a49OTxWrJbasClDWqkNoQyi2HcoYIYYRrpRzKXc4P9/fj6VSVZS8KGYIrV66cnZ3duXW7naP36KOPvvjCC51OpyxL27J832/jzFZElaZplq8thwpRLxazvMrzomiU3N3bA4w0wtz1ot6A2m5WNY3WQbd75eqDdaNOT0/Xi4VLicfxI5c2/m9/4b//vr/z/4Imy2enYS+SUhdCGYSqN4rD3zVv3eqzW3a2aZq27FwIwU6OPvCzPyPSpOd7gWMLAlmWeUF3nRRFJZusFEIgTFw35o5LCJFSMotTYSOCEaMaTKlUp9dN88x2PWV0XpXdXk82cnF0dPniJZHFy+VyuVwVRVmUzXA4ZIx5XtSItZK61x2NNnaSJJnNZpTSN7/5LS/evBUwlmYZXy7Lsux3uhcuXLBt+6WXXoqiaHM0nq+WlmV1ut0wioqyVEbXTV3MBaZknaS1EMv1mlsOAIR+QDFmiJ6fnK5m89Oj4yJJ53MYDoftk+runX3HtopXDSGkAc0Wy/V63TZ/S5IEgWCEGmOSJFlWdVXkhFGMcZyue+6wJR8ZZY7N2pjNdd2iKKSUbRmvbdue50kp22q09gYoiqJtydDr9WbreJ1llVTYti3Pp4QAV4HlyLzsjbdULZAQd+/eDoY9gtSoG33iE5/QWj/88MPHB4eWZf3ar/1at9tt23e1REcrNjQG1VWdJ2mep8y187JUWnS6ISFEVU1e1cxyLMd1gtB2nVKJvKwaQNwNQs4Ws/n56bGSDQVVp8sHH3xwtkr+3b/+Z1/3DV//5B/4xnYUPGGkASgkuG/I8f5uxtZtrhgA7rMrL7300nM/8QMvvfTS9s7Ocrk8Pz27cOGCbbm379wJgqAoy0ZIpbSRqm4qlqeWZSHC43UKBFucl6Ihlh0EAWH0zsERQUhKiTXkzErjpCqK2WK+LsrZdOG6bt3MqlrkeckY297ZqWvBGKtEo6paa9Pt9hshprNF6+O73W5bitI2Pzk/P8cY7+7uRlEkjW5pFmNM2ImODk86/Z7UYmu0PVssdi/saTCDwWA+n+dp3uSlRWjguEZpooEjsl6voyiaTqdKqfV6HQTBfD4/PDx0HMd1Xdv1WmS0W5E0TXv9ABtU13W8WjVFCdoEkc8YW6+TsN9dLpcE49yYnh+eibMqL6zAaXfntm0zxto+iUmStM342udkW0jaFiit5+tSCEOIbVu264LWGBHHcRCiStQdv1fk+dZovH960N0YUUY2trYuXLigtcaYrlarVmhw65XblmMjhETTOK4bBEEcp3EcV1WVFymWVSWaMPQdz9NaE8qns9kw6najjud5tVBlLaQBiVBV1Tv9/nqdTCaTyHMcm29ubM8nZ5ubW2fTs5/+p//4sbe8k4QD4vYlgAAw5A1SfL9rQUgrDAKANt0FAHmeP/fcc/s3r/c70fz8jDNyYW8PIVTX9cbmNsKUENbqlf3AM8YUWZqnyXw+v3v37nK5LKry/Px8tVpJrRbrldb66ORktVpFnW6SJEmS7O7uFkXR5r02Nze73T5CpKqqdRwbgxBC3LE7nV6n02GMCSkxJlHU2dzc7nR6YdgBRDY3tofD8fb2rmU53W6fc/v09Fw0Ki8qY9Dp6flqFddSGGO2t7eNMY8++uhwOLQs6zOf+WxZVgQQISTLsoODg4M7d8uiiMJwZ2enruuyLDudzoULFyaTSdvAEiG0WCyOj4/Pzs7Ozs5aBsZ1XQSkTRMyxsIwDIIAIZQkieM4nU6npe3rulZKxWlS13Ucp0VR1bVoGlkUVZJkRVHleUkIw5iWZb1crsuytm2XUp5lBRCKKeOWw20bU6q1aUv9gyDY3tyaTqcOZ7Pzs43RuEgzo/Tm5ub5+bnruoeHh8vlsq7ryWTS3kLtc7itCVJKtc0WbdsWQrSCljhelWXZ7ffap0rY6biO30hRiwZRpgHFaf6P/tGPvvDCC51OZ2NjQ4oapLhyYWc+O+943ic+/vHv/77vwZTmZa4AcKv0e2NofL28NUaZAQRADRAw3MC9+0k0xrYQAOg6xhQAmsnhrf/Hd37Hm3DdIh5jTCm/J81BpJWYaQ21FHVdV1VVV0JKWdp+p9+rqqrb70mlhFan52ee552fn1+7dq0TRpPTMynE1ctXHMc5OTyaT447vV5Z14bg7nCUVEVjzJWrV9OitB232+0uZkst5HK+6vf7DrfY7oWjo6Mkjh988MH55HzQ7y/nizyJrz3wQLJaUUKee+bprY2NyxcvnZ+f3rlzJ6HVhQsXNre2i6L61GeeevTRx2fTeZYV2IBRgJGxGXcYBW2qsijLMi8WbVmAMYYwOhyObduO4/jk9LxpmizLlEGj0Wg8Hksp5/P5RnebUiqbSomm0+n0o2C9WtzdvzWbnG+NB7KpQUub814njKJovVqc5k2WZWVZcs773Xs3LSjt+74QIk2SNoJvR2lubWyuAabTqRbSYRYyJrDd7Y3NXtRRQvqu+5GPfOT09NR23VdeOfyqr3r7tWvXFrL0HKdYJ02WTY6OR71+slhMzs8Hg4ECFAz6u1evYte/dXgoMWRlaa+SqqqYRS3LAgKAjBe4jHPP8ybz2Wi8OR5vPPXMc1JKwngcx+T4IBz1l6LSvrX30IOu3znZP7z93HW7IT03qprGH47/6Uc+JDkkgGpAfeNBK8Fthdj3gK7N520lzW92RcPt0Nn/A0GIwfcmCqN7A5jTtAgCG3MLqrhMlj/+Y/+434mq6SEhjFLKGNFaawCpDYBUWhmDWkeFgGBECdHGmE6nc3h4KIQo6+rO3buVaDa2NoUQjz32mO/7shFti+HT09PBYBAEgcN3bdfNy7Jo6vszXNI07Y/GaZa3nBQ2MJstZrMZY+zRRx57y5NPHh0dnR2fnJ2dgDFFlq+Wy+eee24+maRJYpTe2to5PD6ilNZCNrKWUu1u701m8z/8B/7gr/zah13HQ9oAQlI1SkhZldqyGSWEEM+xsty0pceUUjC4fZjAq6PSPM/DmHpBwDlv2WuEUFmWoi61lnq5XM4n68V8MZt4js04B620vNeuhJdlXlRNI9vOhm0YfW/CoIHj42PGmG1ZrcgWAFpxVRqvkmSNDfh9O/LDwHERMuv10ve889n52dmJlAIT99qDu37gKiNt29ZSZVlWJcl8Pk9Xa6xUGIZVLUbbm3YQBJ3I6w22Ll9a5tmt27fvHJ/VdRmQYLY+29gaM0rDXldqVWu5sbNdFJUhmHI2XSy3t7ezvNyNOkmWR+O+PR6MhhuEW3eaxnddixLG2Gg0fubWzZuf+8y1r3gnAhXLuE+8FrCtUPXzawV/u92fVP36YW0IAvyb01TbodkAiEAQugBSF2kZr973vX+PgvIIdf1QCFFUtUgzhBDn3LZdznkj1G/KxrHGlBEDgMnZ9MyyGLdZFAWPPf7I088+2zTVcDjc3t7UWou62d3bLrJcKaW1DMOwWN/Tc0JTF0VBLWZbdtM0d+/eRYBBG4RIXZR5nod+0O/3jw4Px+OxZTFCUBRF7aTgvb2Lt27drIRI0uyJx9+0s7v3zNNPB4G/XCcPvOmyUfAjP/zDQupHH3mi3+lZlpWYrK4qJWRdlJWWsqpc23Isi1KMAYxShFKLWmVT52kG2iBMkYG2B4PWui5L2TR5WZdlPZ/P67pGRnHOZSOaqiyrsi0NppQrKrXWGkxd1yk2RVE0ShujKMWcU8YIQkZrabTK8oQxZlt9QlDTVMYYzimAXiwWoqpDP3Bd17WdtleoEI3neZPJZDAYfOqzNy5S4rquHwR1XVtON86Wi8VClqUX+B63RVkQxozUfhDY3ajT7WdSrFbLZZIAIzwMkbQQ593Apb4LyEiMO4M+AGzt7JRl1e8P47LGtss5t/3A5PHmeNca9B55x1sqBM89+3wQRCqotqOhpUlTC6Tk+7//vX/v8R92gtDF5D6Ekf58ZP9HQPoGYE0BAQAyCGsAhQDaiRgcAUhoCkzQD7/vB+o4ifP1uN+jNQeMtcEIU6WUVKYo67IR7foihAABJgSBxAiD1h3H8X1/Fa9X8dp23UYK3/c3d7bPphOHW67rbm5vO5YVr9br5aosyzTPAQAYbR1/FEVRr180dbOOi7xYr9cIkX6ne/HiRdd1QZtGiuVs2u12r1y+bIxZLpfJOj6bTvb2Lmqtz8LTa488ihhvlM6rxvHDu/sHnU4vWSbXrj2UZ9nuzt7p+UQrpaUCpY2Wsq7LpgZZ68ZinCCDQSMEpC0XL8vKGGTbduD7SoMQopZ1XTYIY4pxv9PN4+q+ZtpoxRgjXmgcqUQptJJKIYK1UY2UqMGN1Ajf89OtPKHt46qE8DyvVe3led623EcI3adEhsPhPQqlaXphJwiCO3fuVFUVZ+kDD4xms9kf/EN/SAhBCLl565ZWoixLJOVwOOpFUbaOl8ulF4WW51HbmSznq6LYPzsthZBgvuLdX7Ver59++jf6nb626OOPPxrHK02p67qVVkG/fzZfrLM87HUPDo7swOv6bq7FO976tu7G5iKNr1176O7NW3tvGjfLrF6ny8W8GwQf+ZVf+dH3/cC3/fW/OvRCpAzcr0U0+tUZFb+Ja/M77Q9fP6w1AQSAMAA2r86b1EjnWdL1HVDi8PqLr7zwzDB0Pa1XJye0qX3fH477LZ+fpvlqtUrznNscEIK2eAkDxRhhorV+06PXptMp5eTk7PTl6y+WpRyPhwB6tVorz6+qQop6a7zhONYKVJpmWZY1UjDbNgCNNm0aqMhzz3YoYWVZIkSEVkqpttuO0XI2XTZ1qwQKrly6zBh76aWXAj8qy3KdZMt1HMcxdz3AeHPn4t5W9MJLL7/5sSeUQWmSffJjnySE9Pt9LSQCzQlFVElRFnlVlTlFQHgrVwQwRktT1wKh0khDOddaGw0YU62l0RoTYnGbdKwoCI1R6+WyqApKsNYqSxOCwC5rJRRjBGOkpJLGaIIZxW0EgjFI1QhZtwN2bduWsqmqAiFDCLEsJmUTZ1k3jFzX9X3fSJXnOVg2hEAprarq8PDQ8zzXda9cvRpF0e3bt+8eHU7WicW5a3FqcQWm7XZieW5vPPR7ndqY566/1B2PDcGuExwcn/zzn//At37rt/5f/oe/bNv86ad/QxFiGOuMRmmalnEyX6eHh4frxbrXHVR1EwRBVVWd4fjGrf2H/JBaDqX5448/cfD89TiOl8dnaZoCxRc2Nv/FT/4Udthf+ut/7V5c0ca7CN0PQn5HNP8fgPUXfouBdsinDH1HiRyJ/Md/7Ee6noOrEmtlSWkoI4xbluN5AWHMcgLb9cOyKPLS4NZfE6Xb6YMSaZ3nGbe5F3i1qBXo8abAjIRh0OlEhJDz09P9/WlTlmEQIIKCwDdS4rIknCNKsNRa6yLLizRL89ILWouOjo5emdx2Lfvy5ctpVmCEPMfudrvrdXLWnLmu2+30OedSSt8P5+u4LMtO1G2r4l+5MXv+6ef39vaEVF7g9zpdQoioGykExYAINhgpbeq6BiURhi51iCFIIVUrKSUyWDaqLGNKuDGGWtyyLEx5WZZlUza14NzVYJTUaZ5XRe7YlmpElhaOa+V1A1oSzghG0iiiARAhFCGEEAZtVFW1ndKkFrIsC4wxZxQT5Aee49pFUSyXi61rjyohy6IApVuCQmvd1s8rpU5OTr72a7/2+Rde6HQ6H/vkJzzP29m9cHZ6ajjzvJBzVhWF7/seJf3xyFDcNE1S5BEmizjujQa94eDihQu//olPlB/64KVLF7/23V8t6irOs1v7twHAsb35bMaZ3ekNMCLD4bgsy/HOpQb09t7F8+lMgvFd7+7tu1KotkJ+cnq2sbtp9UKxnPzj9/3AX/hz30b8PrzqrY3B7V78t4PyflTdwv0NBCH33uZVkwg0AqV0JfLVP/7+95qmcAkSSXFh78JqNsVBBwjOiqpqJGOMUEYZj2xbqGXbeEgDQlqDlAphUGo6nzHGEMa1FL1ej3KWFcXFixdbwclqsZiW5Wy5KIqCMzYcDuu6VmAYt4IoJMyinBlEuG0JNc3TbLVa7exddF2XczuO4+Oz02ev33z44Yc929nZ3LIGLMmL/f39bqfvOI4yMNoYn5yc9PqDqqoIo7PFfEDhbW9+sqqbrCzOTyedTkdIbUAxxjRGCAwyRithpEAYMGAAaMWZdS2MNG3v+mSd9geDpmm0NoRQAJBCCyEI0UlStKxzmWfGGCKkMZrblgFQRhsNgLBCSGhjpGq0IUq3l1ZKaZRWSmmtMYBSyvf9VlPecoJxHBdFYbQqyhy0cbjV8YMoCos8Pzi4U+bF2dkpAHzuqc8BwPVbNx64dnVza0sTZzGfu67v+h7FSGsddKJ1EgNnWVXOkwQx3mi1itfYtkdbm7oUQdh58MEHt7Y2HNv7jc9+Dht485uf/PUPf/ismOZpOh5uWNx2bBckNtQEg+HOhb1KN0S5q/V6f/8uV/d6qPeHg6gXjcfjWbLYiDovXT/68L//3//gt/wlAGgZW43uIfs+fNFr1KW/ISbE3N+ZagQaQBBQDOv3/8P35YsJB9XrdizfVVUeWFZOsNZGyqaqatPedoRijBnngAkAgDGmJTC0AQNBEOzv71+8dOnSpUv7d+/4riuUqpq6aRqCsEGIctY0TZFm7NViu6qpPdffgu1Ob9AOu7cY3xyPG6lW8RppY4zp9XoIYynlu7/may9duvTRj3705ZdeunzlyrVr15az+WQy2du9iAh2Xb8oCsdzJ5PJ5cuX67pe3L7Z6/Xi1TqIwocfuHZ0cmIAcc600hoQGN3WZQEAxYRzDoAxpsaAlEJroBZXqi7LsmlEHCdVVVFut9XEAGBZFrXsLM+VlJRiRmglGlAaUYYwIEyNUYZQDbrR2kjUCE2RbAXA7eTSVg9MMHZdt9/va6WKokjTFADSNNVax6t1XdcWZcz1WjlDXdfz+bzf7W1ubq6TuKqqTr934eLFzc1NxthTz99QGrqDPsNotVwq0QzpuNE6K3KB8Pl8kRTFAMzFy5eo7RhjRr2B53lC1vk6OcPHDrVXi9krL9/cHm198uOfIEAO4v3QD9/ylrdBKa9ee2iVJvXREaE0bwqttZH6fDILCDs+Our54UOPPKyNZIzduPnyI5eHP/S93/cH//ifB4QRABiM7/XJJr+d0WsNGd1WQ75+3lpjLUFoJUHYLm9UbhNUVqtf/rcf+OC/+YBOkx7jJkv73LYMNEWxJBZCyGCEMUYYY0wNvjcWxvFcg1BZN62AhDs2Qigrl4PhUCmlwBRVmeZ5W5uYpulwOKyKkmJslMYGxuNxXVXXr1/nnHd7fcuyHnz4Uc/zlIGTszNMWVnVQScqq0YjIJTPZjNMyWi41aYAhVb9/qAoCoSxEOrhxx7N83w6mb984/q1a9eOj4+FUAghPT0zxigDUhtltNRgjNFgbNterRbxeoWM8hw79F3HsSzOskwbY1olY6Pk5HwaxyWzwLIcABBKjcdjIRTGuCgKL/ARxqPRqG2SP59NjDEnx0fdMLAsq66K1aqgCHo9jzMihGCM2VyUZdnWZYm6MQaaBvodNwxDANBKtbuLtjkOxcQbbCJtXNftdbtEw3q1KrMcY7xeroqq7Pf7ju9JKXf39vrDwfHx8fF0Pez1x+Nxmqzj5WJ7ZzMMwzt37hCLCwMSkGEs7A+zuh5tbSoNEbDd3V1tpM3Zc88/WxXlc8881d42NuNR0PF9n2JKKR8PxpubmydpfHB0+NZ3vP3g6K7nuKvFbHF2lkzn46hr6pohODo6WK5Xl69dyeoyryszuvj+979/99IVIBSAGIQRpgZAGgAAbO457LakFwA0om8I1oCTuAo7ttIqSRfdjifrmFrkf/zz36azNKQUlwWthWOgyQqb0uP63vu3kbQBbDAyAITxpmko58PxRtTr3tvUGzPc6BhjDk+OxxsbZVm+fPNGb9BvBSdSStd2HG4ppcqiqIuScx7H67quObcuXbo0mcwef+IJZtmTycQgIrRmtlU3UhqNCRNKMsZWy7QdQdY2cXR8L02z2WwWx7HreU899VS3262qamt3Z39/fzQa4eXKGKMN0oCUAQ1GGWQQeJ63Xq9PT47Wa9UJYW9nM/RdKeX5dN02+Q78MAgCZXSWFVVVKWNs22WM9YeDIAjqSkwmEyGE3w183x8PhlVVnZ2fxKu1bduM4t3d3cB1j4+PX3zhOSF0p+MZY6q8iDwoCnBdMAbAAELQNNAN7dFolOd5mRftQ4AQIoRo6rpQhnM+7A+2xhsW5+0sBGNMXVZlXTmOgxltpPCDAAAOjo/+0Dd+62o5b5omXi7Go8HGxsZ0eo4pmS/XBsHpfD7c3CGW1RuN/ahDKWVJPR6PhawJQS8+/1xdlydHx2CUlLITdDjnoFEYRpujTc7soigWFIRsLl26NJlMTo8ORVNNjo5C1yNKbwz6b3vzEz/3cz8XBJ4buKON8Y0bN26syz/35//CX/7O74RGrpK8O9poGkk4168G2C2yX4W10YjBGwhC4lRYjg0ItKq7nQCgpmA++e9/4eDll970wOXIshfrpcctjki6Wtu2bYrGmHsezhijwGiDFBjGuQaECKmqAmLMGHNctxuGrU/f271445WbaZHv7l2klBJGi6KIV2vLdsuqAqUDP/Jsb3t7+8at65TSuqju3r07GIym5+eOFwRBEKe5Y9l10/qzplFV0IkoY4PBsCyLl156qSgKzvnb3/52z7b5xoZsSmTksBc1TRX5Tp3GLgVT52WVgsGAkQGsETWADEbG4OPj49Fo9NDDjy7m0yJN4zSbTueLhYg6zBhjWZYGgymLoqg3gCRJJrN5EIWWZdmO1x+MmqYp6yqO4yAIKKW25164fOn+KCnXdjAhzLY7/d7m7p6sG9/3W9751vOfEQKEAISAYoQAaaWFUIvFCqClWXRZ1hhjSqnr+L1OZDEeRVEQBKJpiqKYTadFUbRiLIPRMBzujS9EnU4lGj8K4zRZLNd5noqmeuvuWwfD3ss3rreaR8ot0IhT5vvBIOrartdI3Q0Y0SpNkqap56enRZFVWdbrRg0Yi2CGESLE5ZxTIpoqXi9VLyzL8vbNV5bLuRTCd50w7Ay6nTxJ7DBc5PkDjz58fn7uRx2pzNb27lFx+2O//qG//B3fAch0h8O6qih34bdt8VpM30fp64a1AOnbbBWvPY7BYLFa3Ln+7Ad++qcujQZdx0ZSgBTU9VzXy/MScSsM7hW3SaWkVkppabQEo5TyAp9aPI7jJEmCToSQUVo4rpuVxfXr17d3dx68ttdIsbm9tVqtyrLe3t3rdbrr5arIMk5ZA816lUDbAylLD/bvBEG0Wq04s/ujIcLUcdyy1ggTqVVRlH4UCimP908IIaEfjkcjY8x8NlmtVlmWjEejeL3yHf7SnZt7e3u3bu5zzs9P682wA4BBY0SoRsYgBoAMAi/wWx2fAVxJjZWimIWR7o+GFnfujUSjxHJs3w+DqAOE7u5eaEeDel7Qt22pTW8wBKRakUYYhg8+8vDdu3eT9dJ2HUSIZbu9PpZKtw37LM5t216fjQhZtTJXitu9adrUMs9Sx2G2ZWlt6rrBGHsesyynKkpjaU4oSCUbUeVFO2F1c3PcumpuW4zzdZqcnZ2tk3jywm1R1aPR4K1PviXodT792c9+7qmnHnnkkfV67YfR1njDs+ztjU2lwMI0S1fYtuLFfDo5r6oiXi/zPJeyUZ4ber4xyraD0Whk225RFELIsBPcTVLP87Y2x01ZaCqn03PQhtkWU+66Li53O5c7wdXHHrtx/aWkKKeTiec6i9n0Qz//r77+D/4RxHUcx8Ox+x8NMF43rL3IUQCua3OiVLK8e/2ln/upn/Ixjgb9erVmCPm2izFGjLudrjGmQ1vpvxLaCCmFktJopU1WFqKppJSIEst2EDL3IoEgXKxXDzzwgGXbjFlbO7uzxXxzc7uqmjAM87zk3GYh00r5fpiu406vO5tMkyS5cPnSycnJ1tZWXYmz4xPL9TRCtRTMce/1PSIEY+yHkc2Z7/tZnhZFcX56BkgzBFWRMGTidLk97JbxYtz1syxzbAJIAiIGtaktBKBbAsfxgpPzs9lsoUXT6XTGo1Gv07Usxize6uvLsiSUd7o93/c1wn6ne/ny5UZIy7LOz8+lVlldSimH/Y5t245lT6fTra2ttjKgNxgUWTIcj+q6ni2WFOGNrW1KcZqmF/YuObbXklyMUiFEVTVGKs5BCCXqnBBCKeOcg8FFUQkkQMtYiSzFoI3RynVtSlBZ5pRiZGTTcKVFWRZ5mQFohMkf+iPvyfP8M5/77K99+ENbW1vvfve78zw/PT3v9PqB5zPMmryuK8ERa7JikcSr1Wo2n7SFYUHgIeTanh10gqIoqMM6g75lOaU4l1I7rrXbjVbL5fWXXp5Pz7c2Nne3d5qmQQR7ndDz/cLITqeznMwMs5Jiuc5yzbBQ5gd/8AcH4+0n3vkVo0G/biR9zQE0bzR5bgAaIzxGwSjief/7z/9ctpgNXLuO4+X5ZDgcdqOwFlJITSxLas11o9q4WimECCZAlFFgpGKlEICkRR0hRDEvFBjO6fl0dvnyZam0KMtmNtcGdi/s1XXd7fSyLDs6OByNRv1eTzUi9ANKWCXjPM+73S7nvN/pU0q1AinlcrmspKQWt7UBRmzPJYRQi2uts6LUWidJEoXBYNhDWq1Xi3S1QkjVecIpXWdr37GwNIQrwACgAOk2mFMGjDYaTFKURVlbtu33Bp1Op9OJ/DAMPN8LbYxxvE6JZbddv4RQCOPJdLpYroYb48FgoBGIRu1d0FVVcQwPPvjgjZsvM4sfnRxvbW0VRbG9vX16iqSGtgARY6yMCbyg0xssZVlVdbsldW1HSllXTVNVcG9aF2qapq7rsqwYYza3BuMexlg2oigK2QiKcMsADodD27Y1grbXXpZldV1jRh2H397fz/N879JFUZXr1SpOk+n5hHPejXqilhaDk7uHnU6vjFOqIa/Koi6EUkoL17UxdQjBiJLGSGC4Vs1sPXddvwGdVNl0vSwNuLaTJeteEJ0fnWzv7niet3Vh2/ZcoOTO4cHm3t6Nz37WJgy49ea3vH2VzvfvHjRV+TM//ZMPPvq43RmAgleFF6+ZknkDQQhwRGtV2ljLxfS5p5564sqF1cmhgxFDQIzWUmFMJTK5kIARR4gYQMgAQQAEIYSx1mA0OJRzDUYbyNK4amrP89zIf3jr4rPPPusFvuU4WzvbBuHnn39xe2+3bUAxGI2jqGNbbqWK6XSe57nGeRsmLpfLzYc2T46OtYa2HWVdlAagkmvm2n6nW1WVy6jnefP5fDGbYwxgNOhGyYZihMHUZRF5TpKsI88qstp3QAjQpgHAWiMJWhmljZCGAJCNzV3/ckgpK4qiKmplMEYMYSaU8R2HOyKwrO3dnboSyWTiBv67v+EbhBBXrl5VSlFm3bx50/f9dRK3Lnm1jEej0WKxIIwKJdvQy7FshNB4vLler8/Pp3UtLl261DSyrgUAWJYTBBEhpKqauigZY67rUkKWy+Xx8XGWVZalGOHn5+eMMSVkVZQIocD1GGNG65YtMRhJrdZZuorXdV17YdAfDZltdxi7dOVyr9OdnZ+lSbKYLT0v6AShlNpmXHEVup7FrFLqOEuUFpiiIq84oha1naBtQVYGYcAsZ10mqzzVGpZFPJ8tbdsDKZDRO9ubnm11O+FstXzhxRe/9vd/w/liEXZ78yR56LHHb1+/efnag8RAt+9OJhO/0/vUpz6VZZnldzi3i0aT32Hu+G8yfa8b1hjAgKEEQdO8/33v64bBYjoJbKvrOQ5F2qA0TZ2ww5jVZCUgTDBuE57GIMAaGULAaDAKYY6x1KoFdDuhfn9/f7a6PhgMhoNxLcVkMiurhhCi4YQQgg10u/14vU7W6bDXd11/MBgdnt8oikJr0/bi8F3Pspy6aXq93modI4TyPKdacter6hoItrjT7XajIOz3u7deub5/62a8nu/tbFdFqlVDkEGgm7rmFCgBjKDW0iCsFZZGSk2lRsoQbfD29nZ/OGaMr+arLMssxo0xq9XKkTyKoiAKW73eenW2jNeW61iWdXxysrW9naa5HwaE0QuXLhJGO67zmc98hnMer9Mnn3zyox/9KCHk4OBgOBz2L/f9MMiKfBWvMSUAkOd5EmdpklNKbcvl3HYcJww7NbW2traUUmVeWLz03EA0qmma1TL2upRSer9hXzsxUGBs23bLotZ1vUqT+XINAAqMhRJjzObmRssYHhwc7N++3Qmjtiih3++IWmxtbGsNvh8eHR0dnRwSQgyoJMtcz7YDN4oiZvHZcjHYGAdBtE7S+XJVNqU2hrtc1KIsy8B272WLEFy4eIE41u27BxrBjf1bjuOoqtkejjElR3cP+yGjlN66dcvyO9evX39rZ0ARtziWX7S8gH4+of0FzPar4351OwsV2uYZ4Mk1BtBF9hM/+sNnd29tbQxWJyfM81Z5yZlDGI2YYwiXGvygJ7VOFpN2dx/4QZIkZZH7vl+WZd9xKKVZlvmYlmUZhqFAZM92k8tOvz/knF+/fj3P84BrafD5/Oyt73h7WdYijznWAIgyCMJwuVw28azvc8qZ6+DLl7aSLN+9sHt+Ni3rBlFSZKWsG98KUCrTVdxM8ycf2aypOj8//9yHP3p0fqo0WI69WC/KqmGEEkIJuJiHGGGljTRS1bBOYkQRIFqJZjAaDkejsmlWyykyutfrbW90s4Q2jazLige2PeqHo6HjOFmWLdJ074HLuayB4tPpWdgNy6bUSC5XM9ths/l5XiTXn3nW9RxQ2iaYKLXb752dnnQdPr9z/U3b/dl0Utx5RUzOxsO+Wa/GfZrbvHEtjZHvc+4x5vHGge72zpXHH5/MZ6u7h41ybGscDYKjw0OM6Njx20kJ29sjhFCep43SbRd3qZqqqoosK0ttI7AdsJW8sONgrDe7OLDUR379o7PpshNG/f5wc3P75PysqIutrY3z1d3FYi5EXVa5BdrhVl5K33Z63b7tBLNZbnAxGG4pYXvOsMiwg9RqVWRxSQgTi1mwuTnu9XYuXjg4OfE6oWIUM3ZhYytN86tff+32zVuL2RxL/huffSEKwzJFR7dOpax3ev1//Y/+wVe9+WFRrmm3Lw0vDcaMWRgwYFkaDNq2eUuH0NdKP7ZmzH2h66tHhADbOjy489wzT1Otk9Xatvl0dr493qAYY8oIt4FaQCkgpgFbnt1Onq2kkoAMoZhbRBvEuO15iHEhhAREbYe7HmPMj4LpdNoWL1HO4jjGiPZ6vcPDQ62Bc27ZtuO4bYtRjDGzuMdtSmkjlEE46va73e5iuT4+mTzz/PMXL1y+eu3BsqjrsgpCnzHGGHv2hedv3LhJKL1w4YI2aJXEZVk7joMMaG2EEJQixumr47CBc0448/xwY3tLGS2kZIwppdqx8NJxRqNRC+vhcLiUdZIktm2HYTgcDttxMO08g7aV+hNPPHHr1q3FYlHX9aOPPprPY0BGC9m2Tt3Z2cmzVCkJAFVVRVHUyvGSNN3c2GC2ZTm2NLrfHTz5lrf0x+Pbd++IurYsK4oiIUTey6u8sBgngLY3tjHGO73OZDLJsizLC4Qgz0vRVGkaW5YFWjZNI6UGAEKhbSW+/8qtd73rXcN+/6XnXzg+OLx69YGrVx6SUo/H48D1oijABCZnOQGkAE4Oj7jiTdMARtggpZTNreEoslzPGDSbz7Msm03mlFJkVDuyYntjY3d3F3HaTsCKBj1M6c7WNmBS16LlfKIoSuPYsqzpdBpsjimlo1G/G0aT89Pv/q7v+p++6+83RcUDVyh8H7sYf0FQ8sWCkPuaEqTBoHscIaEIjPy1//BLVRZTVYdhKKtUCVlVFQYATBAVmDuY2ZgbTFnU64LrCEYNAKUk7ESO62azmdCKYCQZrZTMtEJaWYxSxwaAPM8JIdu7O5zzPCvjOKYWn80WxhhAyPeDdi4etbjruojZwoDRuGpqKbXLiTaIEFYURZ7roijqsqjKihA2Gg22t7c/+6kPSqM3t7aSPEviDFPi+2GnQ9OsEHUDYBzPw0Dquq7LSim1TssoCgfDYRh1H3vssclsmhcFdxyllOu6eZ4jY/r9PgCuy4pS+thDD9y4caOdqK21FkJsbW0JIfb394MgMMacnJwcHBy0HlRrffny5bsHd/ww3NreJoTEWZokybUrl+P1slHSdxxq8UZUWoDruq7rLeN1EATcto6PTpKiSLOUUhqv1nf29/M8z5I0Wa17Uce17M0HNjjnTIlVmtWrWKicc44p8e3A87zJ2SkgjbRRBjABxsCymGvxN7/9LVrr6y/fuH37Tqtu5RYNQ/fo6OhNb3rTrVs3r994aWNjlKb/f7r+LMi2LD/vw9a05/HMc855885DVXWhegYaAIFugG4JBGSSVjgYpE07KAcfHOHwi5/04JDDD7YUYVEULYYc5iQKJECAQAPoqbq7urqmW3XnvPfmnHnmac/z3mv5YVcDEA2dh3zIjMyIPLly7bW+//f9Pu/s/GQw6IULT5FEVTcYhgX7vAY6CYPZclUUrFqtchxOo8h13SQKywj22eVFf2Pw+PHjnWvXZutlpd44Pj5OspzjuOHVuN1uf/DBB4okRVEEGVgsFl/5ylcQYp5jKUz55//8//vXf/t3rj/4BQAgj2H28922/M/5q5f1Xz6Q/IWllVEAEGI/X+WocC/Pn3/2kSYLIuR4zHJaaIoSBQFjLKMQIEyJgHkRCzLiCBGrqqnVDBUhVOalOY4LQBGGIZX4LGE5I1TiC5FLCYKQChxRde3zzRgS0zRlTdV1XZbVIAyXy+VqtQriqIxkdzqdZrs/mUzynMY5jaJo7fpBnK/Xa8SRL/3CXU3TsyQBNF9bq9Oj161WKy+csvMliBMA8jIwm6Ypx3GsoIRwmqzEYWKt1mEYiTyHMSr5GxhjjuOq1Wqz1aIQ+r5f5IwxVvqbFUnlOC6O45Oj4zROIAOaotK8mE9nlFLf9brtjqIouqqdn54hAE3dqFQqq9VKVqT9/X1NVmaziWOvG/UqLwiXo2HJioii2DSrnu3opkE4AWHc6/cvLy+TJC1P2+PxmFI26PYCz0+SLIti17JlTkj8WGvIhBCO0zhpliOUJXGQpDRPOYLTLCsYLe/wBDEEAM8TkSccj8fjsev6YRB5XnD//hvtVq8oiqOjo1qt9vHHH15cnoVhCCHjOFKv113XN2WJ44kiiVjgc1pouqppapTE7UZ9uVwHruM5Nk84XVM0WUIIKYIgy3IURfV6nRDS6XTGk1mSpQWDURJLkjKdTDBBQRC89cabmqatrq4cxwE0E0WyWq32d7Ydaw04DADFABUAlExKhCBkCFAKIP4rdus/N5HAv7xhs+LPPwOsxb//3X9JWJYE3rW93avTE11VAscTeD4rKC5YSmFeFFmaQxCjnLy+uNA0TVXVWq2WMeZ6nizLWJb3trd5ng/DsCiKmu+XUbyiKA6fPhMEodPpQIBLN7Y1mcwXq7JGKC2KLMtYBPM85zkxitOV7S/WriRJWUYRFjSJV3WDMXhyctao1iiltr0ushwwlibBeHTR7TWms0WWZaIiy7Lqh0EShBwRFEURdR0AGASBvbayLJNFQRTF9qBZJupLG6dZqxrVimXZtXo9TfNer7dcLh3HQQA3m83JaIxF0m43fd/LsqTsXxVF8c6dW6vVyvf9LEtMUy/73rMsYazgOMl13TSKPc9DkJUE4fVqoel6nCaiwPGCoOiaKCuSIkdJGqcpJ0maplWrVa1i8ucXhNI0SRAkEuE9AHmIJSJiGXYaTcbYMgwygHlZqTSaFV2LQn+5mDqeq0gChgAjCFkBGRW4MsoAmvXG8euTJEn7vQ2ecO//9D2CuW63/9Hx616v94U338rz9MWLF6PZVBR5juM6rUZGC54nmMM85GVJxJClSbRa274XiKKYJXGRZIwxgeMEQW6329V6zQ9DUZYdxwEIBkEgq4rrulEQLWbzdrudxclXvvIVUzc6nU7HMCCgn37y4Xq9vro4a/cHP/j+937hG38NCDwEAJfbMCvDjhBQWi5T8h8YVf//TyCMsc+/lzEAwM++950Xn36MshTl6XI+FjBMozAKPN6oAAAAggBABkBBiyJJAcqs1JusVrquA55P03Q+n5umKYqiFQRCnpcM5hyhDEI/TeM43j84SJJEFOU4jvMsYxAgzOk6v7IthLAoioIgAIghyhHGvu87aWCHsaBoURarstLd2DBUDUF869btyXCIMTINfTIcCYJQq5jT8eT8MiaEEJ73gyjJ0izLEOEJZhBCSZID1xteXgU+6DS1ZrNJEFaqdQpBpVJhmIynkzCJEUcQJuv1WhCk7n4PQjibTPJs2ev1jIrpZUm9WkMAGoZRUlPW6/Uwver3+7IoBUEgcPzV1VVpXuUJd/fu3U8//dTznF6vNxpenpycTOYzDJmsqX4YNBpb8/m82erYzlpWdc/3R7NppVKRVWXt2FgQZVGCGE1H43arK0tSHic85gVMFF00dSNN0zNrlQOg1Wo3Dq7v72479vLRxx+/enkIMcYYcghABiCDGEMIGQDg8eOnPM8zBl6+PJtO59vbu4PBIM+K69evEUIeP/7s6upKlIRaraZpiq7rLIoUUdRNXZJlgEla5JPx6Go4KgDTVGNzsKHKSuAGnucJHF+tmGvb8qKwWq3OZjNZ1yaTCeKIazuCJF5eXiqydvzq9b17d0xDazbr48lwfTX5ype/GMfxdDLZ3tyw/eDli2eHjz4bXLsl6BWIeQxAUTCMGf5L2shfcbb+y07Wck0jRhljJfnz3e/+McjCLPAVQRhdXAw67fliBSkLgoAiBCBXII4ilDNQsKIoIIOYEwROkBjEEHOEF+M0X66njawoYR2E50nBIOYQ4TkBirxAKRAEgRcFjHGRszhKgzjqdLrlG+95wWq1itOEUrpcr/bu3kNBComY5D4Nk7XlrFbW+OrSc9zRcEQw7jRb0s6WKAjL5dK11kGecwJXFCzwA0SwohkQQi/wRVFaLBb2ah3HQFGAaeq1isnzfMYJsizLqtIbbDIIwii6urra2t5Zr9eaZlBKFUWpNRrW0iqKot1uy2lc5tlKfmnZfjYajUzTLLf81Wo1n883NzcNw4AQfvLJJ6V/I4oiL/AfPLh3cHAwvrryPSenqaKpmq5HYZhbgAGUZkV30I+iKEziSrVeqVQopZqiVIxqtVpVZe3qYqiIUpakkCF7Zdu2DQRO0nSVwEq9xglCmhVOGLp+zhPAAIYAYwRIOTiFEEEAKSvSrKIbt2/cDMMYIzQZXqVpznHceDyuVqtbG4PFYiEQrl6pj0YjMUva3Q6BAAIKIIujyFmvgsA3zcpyNc+SJAgCTTVkSUiTfLFYIF6UEV5Zlqbrk8mE47gwjBiCp6+HAs+vlvMoii4vziCgELLlcr6/u3t6espxuN1uKopE+HURx/+Hf/D3//v/4d9WBVGQeQBAXlomIQM/DzmSP7eo/gd7dnnOLtc0YPTn2Rs6Oj1pNhpE5CPPUyVxvVywvMCEZEWBAEY8x/E8RgQBXDCWU3B2cdnv9zlEAtenlBKI7ZX18OHD69ev93o9wzBkWXZdt0xiAwDMupjmWbhexXGsGZVaraZXTODivCgAAAiRrMiTLJUkSVX0MAxH08XZ+akfxqCgsiQs1y7N0zjLGYN6xVyuVp7t9HudBIDR1WUUBUqtUbq9JVUNgsC2HVEUG41mFIRXV9PIB60G32u1ZVECAGiKkvJSnufj8fjm7btvvvnmdLn4+OEnrut+6atfYQy2Wq1S9Bhdjg5fvmy3WtV2nRXZoNeJ4ziKoiiKWq2WY63e+/G7AADDMHzfNwwD0LxiaEmSDAY9x3Ecx1IlWVXV0hKd0SIrciLwAJF6s/X65StMuDBNKUJxktXqTUJIKRa1Wi1dN6fjCYZI5HhQUFmUeF40DEOSpDAMg9iDPFFkCXGcFwV+FOq6vn8wGF9eMZpjngcIIgwpQBBCAJG9tgVBaDdbd27dPju7iOPY8wJaZAVkmqJaqzUC8GD/WhAE56dn9Xp9u1mt1KpRnEyn0yCMV669tpwCsDiOZEHsdFp5TiVBjqIo9HxKaaXTjeN4Y3Pz4cOHQRC8PHr9xhtvYI6wIju4dqMoisePH8uScHF++rWvfrnVrL9+9FLXlEGv/+rQUiQxSeXz0SgBXOC6RiODpUTHCkYpwH9hfULgc/fTX7woBBQChACEEGEcx3ESBVkUAlAEjkUggEUuYCRwGCNQqdSqjXrBoKyqEBOAoCBKgiiX2QBeFCI/IBDVK9VOs5XFyXqxnE+m2xub9UpVFkSWF5PhyF6t7dV6vVi+Pny5XK+jJAmiJE5zWZafvXh+NRypmgYQzAoKMep2u4PNbYCIomtRmiwtW9HMgjLE8wvLthw3p6DImeO5i8UCAChr6uMnTz788EOMOdM0F8ulYZqyLHueBzCSZbnd7VxdXR0eTjkEtjfNWrWaZVkQBIHnLRYLURSNinn77l3bdVbrNSHk4ODgajwaj8eu61qugxDKsmxje4sxlhdF6AehH4yuhoHnW6v1Yjb/8bs/EnkhTzNVVgjCgef3Ot0iyzVFJQifnp7WajWe5wEG8/n8+eELwzBms5koq6KsREnMIHZCXzPM6XzBi1K11Ujz7PT8DGIkCFIYxhdn55ub281a07btRqPV6fUJIe12WzX0R0+flISxzc3NTqfNcdzFxUUUx+1W51d+5Zfv33tjZ3evKArLiouCeV6Qpvnu7u6f19c3GrVms37jxv7W1kaWJYvl5M23Hnzlq18qi2R3d3cHgwFCqBysQAg9z1utVpVKRVVVURT39vZKLJuqqhDCN9544zd/8zf39vcd1/3ud79bFEUYhrdv3MzznMNEFiVMwfX9a2/cu1/O7/7kT/6EUnpwcKNSqei6vr2zuVzMLs+PkzgSCfzko/d1XYt8N88zkSd5ngOM/2K3/gsEAwAMIPrz9e6FiSbxAACeI4jjAaC544wvz5v1qiLJAAAMMKOU8BzCnKozQZSJRBAvYEHKARQhZEma5+m1ze3NdncxHE8vrj744INOp+M4jizLV1HiVyqSJJX2Bk4GEiIN3YyiJMuySqWi6locxw8/+VTR1Ft3blMAeUlUFAUCTHgxK3JeFDiBv7V/c20tBY7P4qReq6VRhDkOEU6QFElWvTAwNB1jTpW1MI7yNNvfP4jKrC7CEOJOtzscDgFDGxtaEkYQwlarJXOCvV4nUcwT7uLq8uDgoFKpJFkOADBNs1Krqrrx6tWrVqvDcZyp6bVGnRDetWzXddMsjoJgY2NjMpnkeW6tVu1WC1C6ORiMx2PHslRZxhCKPP/k0aPSZa6qaqPRsO21qqqMsY8++dgwK2EcCRxJsiLPC0x4gAjmMOFFezaVJKnaqPd7G3meZ1lWfpQkCUK8Wq3Wtl2v1zd3d1+9eiVpmqYpzVo1zZI4jp8/f17Cx9IwUFXd0LTIs2fTyWxsxWHYagmypFKMdU2LwnA2nRJC1uu1bdtBEBwfX96+dR0B9vGHH3W7/b3d3cAPJ6PJwUZnbVuT6TRM4jgvVFXXdZ36gWGYlusQwsuyHMVxo9FQdfMH7/74crmsVCq9jcF8Pr97925Z8A4hzLTYsdZ//EeHtVoNMbazuSmpSpomiZ167tqzFtZy5jl2lsQIcRDQs9PjIvJU1WQA5UXBSnUPws/HMeV6/stHkfLkjTGmDGJYBn0pSNPv/PvfP379ShAkSkEJmqEMJmkBGMJExJzE8QJDqAxmyLLMS2KWF+Pzy/l0tlwuEUKQAUWSCcKyLJdPyRKOmiSJ57glVGC+XCiKYjn2aDLOC2pUzM3NzWq1bnt+HMeu40dJHMfxbDaLogRCHIYhRwRVVZZxrOn6cG0Fvu85TqNS4xAeXV64fhBEsSTJecFkTQ/CGEIIBKKpxmgyZgB5ntdqtTrtdpEmkAECUZ7nsiwBUSQYZwDYtg0QgpgUlNqBp+has9m8uLoUZSmKoiAISsKBauiarExnw2rVfPXq0PO8er3e63Xm87kkSdVqlbEiy5Jms85YUatVnj17put6vV63rBVjxWw2czzPNE3P827duvX82VNC1CwrsjwnvEgRJoTwohQnmaoZqqLXarXT09MkziRRVhQlSrIoSSgAiGDVMCDB5+Ph9bu31VZVkiQOw/l8vphO2o2mpsruaqXrepZEUzuAgFTqkEAkSupy7eoGUQQl8oPzk1Oe56bT6Wq1lmXp2u7g+rW9Wq0W+YEiCogBXVE3+4PV7NJxXdvzRUmSOJEhmFEWBKFRrRqq6br+ynIkXmIArdfrKIp4UepvbDYajWdPHi+XS01VW63WYjHfHGzYto0YvXf7VlrklmOPRqMnTx69cf0LtrVwVrPQW+dpzBGMOMzx5Pjly3d/+INf/o1vQ4A4jHKMaZb9OQ77f3YcIwokT/OcpoKAAcuPnz36zh/9e891vtRXsywDsMCIh6VGSHjCCUGUYIwzyuI4hjxvmDoviQWl2fYWx3H1WhVCuL21GUVRlmWMMc/z0iQu5+qMFoAxgRcVRZkFzmQ2hQDVarXyoDlfrV8dH1UqlTjJVI3wPC8q8mg4iaIojuMXl1eNRiNN08D11gR7ngcYlSRltpgbmt4dbEi8wItiGsdhnOU0subWjdu3GGOyrFJKLy8n+/tbzWZdURS13iAIJkEY+gGPkCgIPM9rqo45Lo5jo1pTDd31vTiO0zy7e/fuem1PZlPf9Yo063b7jLHxbNqq1S/PL1arVavVWi9XOzs7saqdn59jiJr1RhRFrKCL2ZwgTBCOgpACdHz8ent7u9TsGISqqgZBwADEhAAEGUS8KBVFIQk8ILhErVJK4yy9uLgClLXb7U6nEwbx0cnx2dVFb7Cxd+MgYrkbh1VWaEWahnmz1/vxD38Qem5m6HEAFEURCG8vV2dnF1ma9LqbmqbJgnh1dbVcLmVZ5nicZWkcRwiD7Z2Nra0tnucnkzGEcHt7W9MMzwuWi+X5+SUGyXAynkznrW4HIiJqSkXVrjebW9u7PC+en5+PhpPD0VEYhvVqNUkSoKr/4l/9qzSOv/7VrwDGRqPR0atXRVH0er3pbMzx/GKxkFTJcSxFkSqFsV6vXccOQw9QKooi4SAgHBIF11n9d//kv33ny78oqjomPM9xWRILf2lZ07/S35cXAEJI0OcgneVyyWjRrFej1C1yxhgoEWSE8AIv8byQFLYgygQCLIiYI4oiEYFPsrTVaTLGyhuhpIgQg6LgsyzD3Oc4hc8b2/IiTiMG6XA0VlVVUURBEBBHtnb3BEHQDePicggAkFQFANDnN1qt1mq1chynHHO4rq0oEsFYluU0ifv9/tHLAEKoqrrrupVqczYdC4qa5zkvyZQCCJHrO5VKTRSjer2e59T3/TgIm7XqxsYGy7LFbI4gbFRrXKeLOW5lrS3LAhg1Gg0i8Lwg8jwvScre3p61WpcMdl3/XJDO8zxJkuPj41/7tV8r8enNZrNseLEsazqdYozX6zUhZLlcVputKIrKqX6r1ZrNZrX6gEJACIEQQYQBhADCJE2rfDXLCoZgkiQpTD0v8H2/WW80Wy1Z0Z49P8xpcfeNN27cvqVXzI8/fdjd2mpubsBwpSna8PxkNRsTwALbNrrddqsVBAFgUFFUoKiVak1XNU3TCoaOXz2LAJBEk+PI2l8yxiSBT+PItS3TrHbb7el0MRlN85xSypIolWQCICaErzdaFDBOkhTNqDcbHC9eXA4pg7pZmUxm+wcHX3jzrdls9sc/fvfXfu3XTk9P12u73ajv7OxEQSDyvKYpnVZDM7XZYn5xcUZEAhEiECyWyyTyYJbxBBLMpxktIACsEDny05/8KC9SjD8HmhJCQFEA9FcBFdjP7X1JkuoyDxkHigSwfDoeVU1dFgVvsuAIQZAACjAgHC8RTiwAkLVKqcpRXGa9WZwkcRzPF4tWq5XlOcLY87xWux0EQYnj/3OakabrJaOoKIotQvr9fpQm8/k8XIUbG1sAwqOjoywrMM8hjkzGsyJn+wfXzGplNBl32+00ikOIOpubpmFcIPz69ev5clGp1+IgdF376urq5sF1xIm1uuR5Hkvj6XTa6/fXK1uUeLNaXa1WGGNDV/M8tSxLIJypqs1mk+c4RZRIpYIQooAxgOI4tixLUhWJsiRJIMSVSoUVdD6fr1YrXdWq1Wri47PTU9/3B4OB57q6pgk8P5lMGKVZmtKiyLNMVRTbtpvNJkbI9b3NzU1FUUoxe7lcVqvVSqWSFrkfhUquMQayLA/DiHB8FCdBEGSYKIqWZVnJtVEULQiCNM8YRJKq6BWTiAIlZG9/fzybXq9VqtXqT3/4rqEoeZ5LotjrdmVBfH5yJsvq9YObgiBwmM+yzPd914viKE3TVBR5RZExxowVjmPN59MSU//hhx9+8MGTbqfRanXCIKGUKrqEENEMs9XpZEUhaToniGGUABKlBbVtx7Fds1Kt1ZtXw/Hh4eHf/d/8PWu1Xq/XIuEOru1fnJ6Zui5J0mcPP9ne3Umj2Lbts/OT+2++MRqPfd9nsUTzWIA5B2hO0yQKcggBZapaIRh6tmXUWkWeAgAwz2dxjIW/yDJSAPB/sL7L0gxAaRHHqEheHr5gRU5zKMiKrqg8LxY55ThO102ASBzHBKKiKKI0QwRSxtI0zWiGEGz32mX/e5IkkEDMY5QikIJWt1UahsoAnyiKZRNADvGzwxdlibwkKXGSOI6DEEnyDKRJrdpQFCVOE8/zkiTJsozmGURA1ZQ8SwnBpWZ8enIm8DxjjENYkhVEOEGSQ89fWzbiSE6LIAg0TQMY8TyfJYmuK5VKBVKWxdF4OHJlqd1oqqJU+loVRdnd3b0pyivbWqyWbuCv1ta9B/c9N7i4uHAcp1Kp8JiP41iSpMR3rl279ujRo/JtrFQqz58/5zjO87z1ei1JEs/zgiBIklTSeF9fXDQaDQYBz/Oj0YgxNpvNsjzxPM913VJz8MLAj0Ii8G7gJ0kCOVZyEURRLJ94ru+dXV7klIqSlNHi2fPnh0evm/2uYuiNinF1eRkFviLLHOJ6vZ7I8eenZ4vFqtnEW4MthFAUJb4fXl2NlsslpdQwjdJT0Ov1OA4DQHmen0wmrmvLstrtVrI0e/36CCOu2+2enJ0PBgNO4JeL9dpzrl2/qehClGaz2YLjeYSJKMobGxsEolevjsI4efHiRdWsbG1t0TxfLpfr9VqRxNPjE57naZGdn5/7ocdxXBRFEDFVk92Ilr9jnudp5IWhDzjM80IY+q1648/+5E//7j84KL+KMflzv9P/7NmaIyDLiiIOJY4ADi4WC5nHsiyn3hpzAuGFnMYUIgYxozSKEllVHN8LggCgz1VxWZMNwyA8F6eJLMtr2wIInp6faZqGCAYIcgIvIKQirV6vNxqNKIpGo9FwaZmmaVlWlmVBEHV7PUEQGINBHJ2fn0uiYrvOdD6zLEvXdUlSAACGpgsc/+jRoyAIaJZ3Op3A8xfLpaoogOMJIStrzRMuowXmOU7gNUGYzeZ37tyGBOd5KkkST1DF1EPP5xAkkhKHwdnZmWc7g8EgEz5nvLuuG4Zhu9dtAXB+fvHkyZN+bwMA4HleAKC1tLIs29rYDHkeIfSFL3xhsVhEUXR8fCwIgm3bnueVtbOTycS27TzPbdsuuesXFxcldvAnP/nJjRs3CCHLxdoP/DRNS5x2FEVl03Oe5wih8vhXForGaVLyG/r9/ny9zoocIsQA0AwdYtzttDca+rs/+N7d2zfXa7vdbt+5dffs7Gw8HidJUqQFxng+X15eXkZhYtuOaVZ7dXVzc+C69tpaIQayOKEs73U6gNLDF68ajRaH8Mn5MipAu5JdnJ01B52vfOUrgiT7cfThxx/5YRDEydV4lBcsSdLt7e3t3R3IQJrk3W632WzmlHY6nfff+ylPSEVVFUU5OTkBlHEcHo1G48lENdR2s3V4+FxWFV3XRVEEFBEKWJqkaZpmgOeAQDjHcXle+Le/92/+9t/5u6KisywDlP55Ip14GBEACUBcAUABMAAAggyDHIKCgzECGAM+iSGNqZ3S0OdyfnqxSPIM8gQQXMApkUVZVean4zIsSHNWFIXI8TlhFGcJDRBCaoHM9iDP87agli0+tVpttVqVzNJ6v381HIqiKBh1JUrCMOp2u5qh85woyNLr18eO629sbUY5c4Nwslzfu/dgupivJvP1yuYFmed513N4ws2Wzv7udr6YKZpCWVatGDxGtmWt10MOI57ndR1BoSJJktHqCJVaTmndNKIoykCREAFryJ2O29VK6K3rpuytRuPU4fYeIMRNp4tut2tIqlSg4XCoAxi4PpXXUeDJeQIAuLndXq1WH/3kT12gfOmdLzqOIxbo8dFZlqdv3H8QwyBB5MmrIydO33jjjd/91/9jWQ62dFzfCjc2NsZnk9VqmYW5qRr2yg4jf71eVqvV6WjkeV4Y+f1+f3R1Pp/P5wtrd7daQOT5gdlq7WxuLV3n6OjIC4NWu/31r/+S7XvHr173+73MD1fF7Mcrb5zxb/SvAc3CGF+MRu//5D0Mijxy8lT5oz/6N1qlOpou3CD82i//suu6Dw4Gs9lscOuaf3j46evXb7/99mw2mzrh6eXUCpNkPBtfegSCr9zr1CvVdrudNZtQFaMiM+rml776pfF4/MknH4RhWK1WPc97Hay4PCifLTdv3kQIFUiYXZx2a5okiFkS+c7U96x2sxlFIWWw3Wopqq6b1ThitXozDGOFp8t5wDCpah0d6T6xAM0KKzU5juL86OHH/tWZuHMNc1yOeT9NdILAX817hwB8XjldCJijLJ5MJpqmqUrhTmY8EbIsyWkOc8AYLRBgKUxTDmP4ee12nmZpmsdJnqSB5ytVjef50k8iSVL53OQ47nP1+upqc3Pz8ePH/X5/uVyapikIgihKCKEgCi8vhoIsUUq3t7fXttWo1o6PTziOGw6HcZbWarX5fK5wBvhchQRhGE4mk/lsslwuTUMTBEEgWFEUSnMEWFmHhQSB53lZVsbj8Z1793JaDDZ6FcN8/vQRoqxSqXAIV6tVlGetVsvU1GdXQ5rlAABImWkaYqvFcVwQxoZhxHE8my0QAu12u1JvrB13adnEkEajkSiKg8EAAPD66NXl5WWpFtM8d113OBzqul7eLiCEvCCdXZybjhnHUa1RPzs/T9NUkoUwjCldBoGfpmlBM9u2y2KANMkkSRI4PiWJoWqCIKzXlmVZsqZijF+9evXTn/0sSqIXL1789u/8znA4vFxearo5nkwMWU6SJLB9o1pZzaZbWztmtUIEmQJ4NZ5dv37dNE3b9aMo2traYghijJvNZllH1mw2RV5Yt1qB7VZ1Q5VlmRckXuj3+5dFsV6vi6JYLBa+7798+TJJkm63O5lM7t27NxqN3nz7C0dHR2++/YXXr1+LojhfuoIgWOslK2itYsiyvFqtyuZVzahUq3XDMCRZVlVV0zRF0bbq/fFomMS+iIBrLWmRFDQFCM5W65zgIChs265jQjDJAJN4oWwG+/wQgv6nERpU8oGKUOV5HnIX56er+UwwjHqzEXo+zhEpCMCQYpDTguVFnqX2eoURQQgBymjOEABJkdM0cRNfkqQgCIIg0HW9RM+EYViWo1UqFc/zdF3nOK7b7UIINU2jlEKIIEZ5jcqaGseprqtBFHKEa7dbmm4UBUvT1DCMer2+tlwIYZ5mqikJHFdkeUk0TZMoSRKa4TRN8zyHlJWMdJQm9X43yVJDU13bLkCxmE+3tja+9M4X1/OJPR1jmjOB4CxNwiCO43arr8iSbdvr1VIQeEppmf+tN5uUUogxAyCnAECs6WavvxEj2bZtXddlWS67KZbLZa1WC8PQdd3ZbHZ1dcETbrlc+r5fqVQ4UiRJwhAYXw37/b7neVmW2c4aY+y6cRAEADCOENd2As+315ZpVtM4mQchKKi4IYZBMB6O4jDqdDp5lv2Df/B//nt/7z/p9Lr9zY1qpWKt15NsceP6dZomdUO7ODn2/FAUpM2tHQ4ThNB4/DLOC0lRZU2/OL/qDfr7+xuTyWQ0mZSVIIwxURTH43HFMG/evHlxfBoH4Wa/TwAsO0ZECMMwXK3Xx8fHmqbxGHearTTPNzY2FEW5e+f+dLb48le+5vv+/rXraZoKknF8fGxZVhLFF2cnCLCyOtAwDE4QoigKhkPMCQChXq+3sbGFMjhbzVeTtYAhBwGRhMDyVqsVL0uUUkmCP/jBD/beehsArshzRH4u8CHwlxjY8C9SMBImAlYQyKLIm47GHMelaapKsmaomMdJXjAAUlawjFKasyxNggAhgjEmnxPTYJFlFEIGhAKjGDCapYhRHiPGmO/7ke85jiMIwvn5+cHBwYVj1+v1+XxuVE1KKceRqlmpVquGXpktVxAhWZROzy52d3eDIIyTZDwePzt84ft+kUMAAEJI4HBGUJbEaRwJgsBzGENUFFm5mjFGoiDyAlcgfjYdD0ej3mBD0dTd3V3LWoGCfvTB+4ooiJC12+3IXvMQpYGkK/JLOwdFTiDIsiQMvPVqQTg06G9eDK9UVS0VZccP4HQeBCHhRFmQQz+I43g4HCKEarVaKWMXRZbnuaZpcRyqsoIQKvsU17ZVzuEs12nkrSTPsjwLfc80zXKPAABQSoMgQgDSnIm8MJvNrOWqUqmEfjgZTUaXV6qh7+3saob+7/7tf//P/vk/v3HrVq/dWS9X1mq9WCzu3Lq9vb0jcejq9JwXpLXr3bt1E1B6cXExmS0A4fb2D9rtdkFBo9EkhEzn8/Pz8zTJZUkVeKnTaSdJ4niupqp+GJS1AZAxHpHLy8vX1gJjnGdU4Em302o0WmEUHR+fbG9vQ0Rc39PNSinO2rYrCMJsNivbs/Isq9Vql+dnw+G03axSSmWIZZnHiECMeVFMksT3fVFQ9Hp1gLbzKJhdnc0XszSOiEA0Q4dp3hbV/+Ff/sv/9f/2f090KAhq+nPbKfk5dh0w8BcLHAJ6Obzs9hoEgg8//ujq7LTTblUEvqZpq8W8YAVLUwpAkRU0zwpGU0ArmkophRSy0rdW9r4UBeQgY6y835S93EVRuK7b6XRkWY7juNlsLpfLsh0ry7LR1ZUsy2a1mud5EIV5RsPQ142KKIpmRe92u2EYuZ5X7poSL0RJkaYxKwrGWOgHPvXSOFQV2dDUJEni0E/isCgKgWCMsSwpolKlENy9d2+2mE8no08fftzpdPI8293c8NdLmZDUc1WBEAZUUYAEV0yREMJzeLFcHr96+cEHHxgVc2/32vb2NsIkyfP5ch2snTDNBUFoNBqWH1NKy5xbWQMSRdF8PldVWeT5ra2t5XKeRHGZbrJtO2eIQpYWebPbARDmtIAQGpVaEoeSJCHAkiTJM5bGKYQAQrheWxIvJElKc7qYzkprSrfbTaN4Ecc/fu8nqqJokqjL0svD52fHRxwnIoTOLi7c9erw9etBp3P9xp3rN26+ePFiOFk0mm2z3mi2W81Wp9Pv/97v/d6pQIui8LxAUZRbd24nSYIg7nYakBWl+tTb2MiybHh5KXD86PJqDbIkTQEA29u7ksBVq2aLa21tbU/mMwBxkua7e9deHR/t7l27msydIIyi6Pnz52kSYYhOj18LHLl164AgNJlMMCeYZlXTTYAI4fnJZDKdznlVX8/nmOUKT4gkiKpStiyURE/MkaeHZ57jVlQTAgp+3lhAYKlf//lEBgIAKQR0s9ddLSdp7J0fHdEsZQVdLpdZFOZZHGdxRvNS/WO0KIocMiDzXJ7nNGcIYszzGCFQ0KIoxG6nFKSzLAMAFHmW5znB6OL8rNvtltLeeDR0bCvLMk3TZFWRJKlWqUiK4nk+IjiII1oUjmNtbm5OR2Mi8LPptFKt7u2hyWRWzs89zxM4UmQIsqJUeT4PUIY+KyjCZf8YhBCuraXrh6Io7u5sX7u2L4oiIeTo6IhmaQ6AYRiRa+uyaS9Xlc0BLwpdueaFAUEYNeuNRkMaDmVNr9RriqrppoEFkZenRycnthsqGmrxkqqS0A+Wy+XPj85cHMdlsiZNU9d15/P58PJqsVi3240sy2aW02q1yobF04tzWeRLSyNiQNc5VtAsCQr6Od8DY7wM57VarV6tiaI4mUzWqxXHcbQolovFZDrFEFUNU1NVx7KHF5eh633lV7+6tbX1/e9+z14uEOaarfYvvPmmvV69Pjm1Pb/V7W1u7VRbjYvLK8t1nzx58qvvPLBtV5KkVqddqzVWqxVjhed5m4MehohDWJflyWg8nU45TE5OpoM7XcRYnKWAFYHnQlYAQIuCIUj8MGo224+fPbcdx4sS13WPj05Xk6tqtUoISaK41+thCMIwFDiu0WgQXiwRxgAVqq77gUUpKAR+6a1xUUjtervXNTTZXs5Wq9V8viwQSgHRVRyHIRHENEkEQSqZwqTEywEA2OdgXwAAhYymof+P/6v/ihUxSMO37twgeWbNJrHvT6bLsq2M4zieoFzgOIoFIkAIUwBymnMIy7IsS1LplLcwLo8B5d81DEMAQBnxt227Wq2uViue58uWtDzPp/MJIWQ4HJrVKkJYUuTLi2Fa5GalxmHierY3ChbrVWk1FgROEmTIaOh7eZrSPOV5HlBWXl4RAOW/jcgLmEBFUSRVqzb1stFekqTRaNRoNsMg4Dnuv/kn/+PtG/W37t1rVozxeBo4FmX57ta2KFUQAxyGGCJFkXiedzzXPzx8/OTpnXv3m93e7v5BAdHJ6dnF5ZXt+Ldu3eB5Po5j27YRQhCBLMt0XWeMLRaL8XicJFGe5xyHOI7r9/taI9B1Xdf1WqV6enpaNY1Br3d2crper5uNdhLHaZwQosqiWMp8iqK4rk8QxyHOdd0kDiuGuV6ulvPFcDzKi+Ibv/xLqiT9k3/637U67Tce3Nd1fTQaZVnWarW6zVa7Xlus1j9598dhlPb6G91uV1YVjvDj8Xg+n1+/fv3NN956+NnDWq1Wr9fzPC//Xo61RgDcvX1LEcTlfF5WjaUQyRpIolBVpO3WZrPRxjwfhqEzW5yeXfy1X/+NtKCLtbVar18eHXW6/YuLqzhJNjc3HceRJEnkBdde16uVdrs9HY8lSeJFUZZlQZQpQKZp+kFUFMwOfF6WDFkAGB2dn14dv0qCBDGQMwA5llMm8YJr24BRHmKaF2UXGMH/08sig5+TJ+fj0eTy/PredlIkq9ksCzwewSTPsiyhNC+brBBChCDIAM+LgiDEQRyGIaCM5wiHyc8DICjLKFc2YUFQZCkhRNd1nuAwDJfzmSRJGCFVlqIoypLYD4M4TSaTiaJonCB0u70wCnlRfv3q1bNnz2RVOzu9aHU7Jde0d/NmnuS2bbOiyPMUASZJUsLFCMDVapXGYTlTLYl4tABZWqgmlkSl0WgkSTQYDGazWRzHoR/8F//X/xOgxctnTxvNtr1a37xz5+jly9enZ7IdttrtXq9vuQ5lUJIkTpYJL14Mh8Px2Ivierujanq32/ejOM7S8XisKWp5X6SUJnFc9rlMJqPpeJokYG+vs7+/b9t26Ras9Ljh5SXHcQc3rmOMA8+tNRqMMVmWu6226zhpmmqKquu6ZzuWZW3vbP7whz9czhf5zk6RZoCyTM7W6/VsNmu32zdv33Qt+4MPPuAxGfT6X/3yV15cjL7//e8XWV7VDVPTHS84Pz5aLFaapqmKtLu3f35+/sFHH5ey+vXr188vr6rV2ubmFmMsydPL4XgyuhoMBoevXjXrNUkUAQA8zzu+y2N89+6dmbPMiqJerWi64gXR86dPaq3u7u7uixcvIOHGs+VqbYVR4nmB47pbW1siYWma8hyuGOag1wG0KKP1oijyovhzjxAozXAcJ0wvz7IiLyjHEMEY8qJAIOARDJMU8RIP8eXEtW2bej7SjcgLJE0FAJAkSmVZLI8fjBUQMNtam4pUJFERRd5yYaoSLPJuuzmfTc2qwfEbnueJHJ/nuSTIi8VC5HmMEaSsVjEJgpSCNE3zPBME/uTkZJKErVZLkqSMsUajcfvm9fl8/uTJE9M0BQ6HYZKnEEKYRIHAcYZhCIFYJu8xh+fTqaqqjVaL58Srq6teb+C6fqVqSLzw6acP0zSN49herPr9/u721pMnTwb9vqoqo9HoxYsX7UbT0JQ8z0VRCoJIELggCDzPyxFgbDVfLlqtThyntWr99PR0MBhoqqGp8mo2j7Ost7FZgKIz2CQE5ZCMx5P5atXrDi6Ho0a7kxfMDYJGo1UU7OJqNFtag80tSVUAQ6dnF0WatJutV69elbVmjuNwHFeaRvb2djRNOz093t7cOjg4iON4uVzu37lNEJBlGQGmaUqeZpQCnhMNo4I4fntnL4kzTdPqtdrTldUdbFy7fvOTTx9hAD03oHnKYTKfL3VdTZIkisLFYpHm2dXVhaIoG/2utVp89vBTRZKJjDY3+hXTfPbs2dHLV9ubW+1mvdPpWJbz6aefpmkqKxLG+IOfvf8b3/ileqOqKMrjp08//uRD3/e8IJZlOU+To5PTN+7dLYpiuV51Om0eE47j3nzzzfFsGoYh4QWEyO7ubpDkR0dHlVpzMl+sbO9qOHrwhbfPzi7q9XqlUgmWk2azWTF1DBGH4WI2rVQqGEKEkKqbBwc3CgpqjdbVaGTbtq6bi9U8i0LfJi1Tk2W5UqnMh5crjwkCyPJA1Cp7exv/u7//9z95/FxkoMjSz6+MPBFozhCBDAAGQekHADxZTsamIumiSFgRee7Yd73QkTO5SBOMcZqm5aBLEaWiKBDAkAHXdVVVL+sEnj5/JimyaZo3dgaapmVZtlqt1uslzxNFkW7duuH7flEUhqGVZ39R5MuPbhjoutpoNBDBRcEopdZqTQELgmC5WIRRlESxhxzAEIUgDAPPdderlSDwD+7fAwCcn59fnJ7RLA/D0DAMXZcNw4iiCAAAPR8AsLadZrNZUOC47snpmaZpB/vX3/mFL7x8+RJC2O70HHut6brvOFqlijFeOV4YpzIiRyenvCDked7s9pQwii8uvSAKgtAPQsuxwyRNkmR7c2s+Hc4mU4xxtVo9PDwMQv/6tYPT09MHD+7JoogxlmWxNJQ7jhNFUaNWxxCV3pharRZ4YVlOCQBQFUWvmHvXrsmyLEmSdHZWazbXlqMblUa9igH85KOPJYETeaEoMk3TdF1fLBZPnz/Z3t6+eeuW5zkfffTBZG61m51bt27ubG49/OSTw8PDTrMFIbxx49azZ08+/vAjwiEIGMgKSRL/l7/9NxLP4wTp8dPnz58/dx2/2Wp0u935fN7v9hBCi8WC5blhGByCIserumZ7bq1W40UJIy6jdLpYnl1cLZZrcH6VM0AEsVIxEWSiyCdxPJ1Orw06iqKEgScJYhnQdhwHMBbHMUD+48ePeUGir49FWVZV1XEcBCAAIM/SwPUSlidRyHGcruWCKHKC4kRp4Hpx4F9cnB3Umqokf76sCYasAJQCiAAFgNJCEnnA2OnrQ44xfznPs1gSMBE4SZNERZytF6IoJkmCAA493zCMIqMFKCCEcZwSkkRJTBG8de+eqmu6ro+tZfkgliVJ13Vd0xhjoiD4nvfq5UtBEMqsNcdxV1dXSRz7nidJkiBwGHOyLAJKkySmAER+kOc5L0iKoiCC84xiACM/UESRx/j85LRs2rVtu8yGVKtVWZYRQqIg5RklhGDEEULWka8ZFY7j2u0OIoLnOI7rv/+zj7vtVlFQXlYunj978/69dqdHaX54eChKWhCmSV74fgii+Goy96KkVq/v7e29OjldOW6apgxARLAsiAVgvu8bmh4EwdHRkW3brXbTMAxBEMIwlARB0zRKc2u1rlQq5dWQIGzqBmMsS9JGrW6tbEJIo1ZvNBpl/VFeUI4TFEVRDHNjZzeLgv2Da9ubW3EUnZ+f1ypVx1rZ1sr1PYBAkkQ5LSCBy+X8o08+TJKkt7XXrJs8gr/3b3/36mK4s7lVNSsbGxvPnz//4fd/EEb+/u5uwPL79+91Oq2LiwuOE16+fP297/2gWjXrzZaiKnfv3HJd5/L8lCBwcXmpy7KmKQRBRRY1TYGqHIXJcDwFAAIIX74+uhwuavUKREgRRFFSREXlMd7d2ZJlWZG1dlUnhJwc24QQVpDSC1Q1zdFoFCXZcrnudPuOF3T7/W5vYFnOtZ1d37UTz0VFijMKJVlCCDGW5nle0DSNC8oFfq5KMoAMiWJp1CNlGB1AkDMKYIE5BBCYHr366P33YRRyPFZlvtVsJjQtYDGdTrM0FzmAEEmSBACEAC5hRb4fAgAwRwI/kBRlsLW5tqyji7PBoJ+macHzgiBwHOda1mQyWSwW3W63XqlsbGwURQEYU0SxXqkYhrGBsCzLlDHbtgnCSRqnOc3zwqzoDOJGo1Wt1fKcJlla5CyOY8zlPIezNPaKIgrDIs83NjbKGF8JZSqzsZVKpby27rUbtm2v5gs/iMMw5jAfx+l6PTx88apSNRq1qudHr07O33jzvmFU77/1C+fnw6YgR1HU6PQRQnGWjSeTy9G4v7EhcPzWRn88nZ+fnzMIdM0oxRxFUVarleu6hmG0Wq16vf72228Ph5eWZWmaBgBotVpBEPA83+121/NFvV4HAPi+v9HvN2t19HkIQxIEIfAjxwsKCHhZEhRVMUwnTzlBVHVtOp1u7+3ubG797P33mAXKwDLGsNxcp/PZxcXZl7/21V/5pV+SZfm73/3uajbd2drY3d7qdvrHr1+fnZxubm4u5tP5dPrtb/+GIovHx68vzs/DBDYaDdOoNlst3VA3NweDQe+9n/x4NBr1u50k8HNVrVaMMhgWBIHluKv1erVa8bwoqwqDWJJ4Slm7U8OER5jTNN0Lg0Fzq1arKYqCGS2RrSXSO0tinudVVU2SJIzTkpVVjuTCMNR1vb3dXy3n1nSWBjbKOUBw6DlJFBVZPlu4lCBJUwvg93Z3iyDAigo+b/piACAAAYjjmJcwj7ki8b//3T/1bKulyQJGkBawoEWeUQKiJNR4GUKsymLgeqqqMgZlWQ2CQJJAkqa6WdEbdT+Ilo7rBIFimKVbrcTHxHFcXsk7nU6e57Isa5r26tUrhFC5v3IcJ/AcxjjLCozxxsYGQJBSEKfZJ58+VGStVqsNNjaSJHNdd75czBdTCZLJZFIq35qmrNdLWhRRGKZJkqZpObQvDZylkpDYjmXZ1VYLA1Jv8qqkBJ4fRHG72+V53g+SZnfw6vi1rOsIw4ODA0FRurVamuTD4dC27aIo0rywbZvwvCBIoiwJHOYJitM0jvw4jgHmDg8PZVl+6623oiiKkwgAcO3atWaz7to2hLBSqYi8YNs2AOD+/fuvDg81RUKQRH4AKKtVq67npUXhLpedbl9SZIahblbMekOrmJAjbuATSdCr1clyvrO5bVRNRPDW7o5hGOPhVc7yxXpRMFqtmjdu3+r3+9Zi+ofvvXdwcOOt+w8wIoqoPHv27Pj1EYRwPptDRm9eP2jUqw8//vDp0yeaKgOoSZL8C198p9vtJkkEIP3oo09+9KMfEQRgr1uePAErYE7DwHMcZxrEJbMlY2kO4Pb27sH1m4vFstZscLzI83yt1ji/uJA4FLqOb1scx5UCSxonpNWYz+d5ngNKXdctGKxUqpZlNVqdMqLf728USVrEaZ7EICsEQiAvBEVhry3MEQwBRljkBZkHw+Pjem+AKS3ZMgTkAHAAgDLHhShkcRJ+8P7PBIIFTDhIPcsuaIpEUu+3NrQNf+YURQGJyBjkiRBFEYaYMaBpGpcXhBNETaGYpJRtNBpmtQIityiKPM/jJPR8z3Zs3/fzPN/Z2VlezE9OjxzH2dvbg4hRlvOCBHgBYwxhTjBWVDWI4igKXc+7f/9+muRZlrx+9SpOEl03TdMsisKbLjOITE2neaGoar/fb7ebluWIopjleRzHJUZQkmRN0wkhhalyvKhp2mK2xETgBEnIQL0uCIKgqvLl5bkoCWvXowhHcTKcTgftDdvxarUaEcR2Rz05Odnd2d/fO3h9cjybTUpOlWFoXBiWHc/HJ5esoOXVfnNz07LX5QpuNusb/f7FxUVRZOPxeHNz0/d9VVVrRkWXVQqgqiih5wuyUgKqwyiK04QQslzbjU6Xl5VWr98ZbIwvLw6uX+9vbuiGaVYrw/EwybKtrQ1Fkm3HUlX5/PJM05S0yPc6nbW9+ukP3t3Z2ZF4rt9pTyaz7373T4uMhmF45/btx5+uO+3OjYP9737njz3PbdaqQeBt7W/JqlKv13Vde/Hi8vjk9XB4Wa3VCaSCICgCHwZ+EARFmuRJall2rlTStDBrRrvdppRWa7Ver79/HZTLl1GoGbrvu4zmJUI7zVhRFL7nZElaZMnFxQXGeLVYRFEkyioh5PLqAnOComkMZFEUhaEfhT7ICg5hmScchxJBsjEhHL+5YS5sP8tzQ5P/23/8j/7z//K/BmkKMAEAEAABKADAgBDCIMxomqbpYjnXaREUeaVWRYrCCwLlURiGMStiN8jTzIUeAiCJkiRJ1mwNMeJ4UVTk+WpJojBME4oAjoPnR6+ud5plkBhjrCmqJIiO6DiO84PvfV+W5TRNBY5PovijDz70fX93d9dJUk3TBEHw/VCSZQyRoiiY4+I4aTabqqGX8T6OE1ar1XK5XE9GEEKeFxljcRzrimrb9nQ6Kzl9URSt11YUxbqu93q9drt97rvNdhdjHEdZxaiyAoiKHAdxrd7sdlq6rodxoGrG6flFpVKxbPfi5GfPnz/f29urNRv379+P0kTV9dlstlwuAaBFUfi+H8VB6aQtabmdfhsAcHV1VavVDg4Ori4u5/M5ALRWqTSbTcexSoMbz/OLxaJerSZRlCSJwPGL+bzeaCVxXOU4URTjOMacsFyvKECWY0OMVFMHCFbrjeVq1en3jGrl1avDTq8rqcpivuj1+5WqISniyl4tl8vZYpokSbNeu3n9oFqt/sl3/si2/CiKfd+/ffPO9f297c3+k0effe97fxa4TqfbVERhb2cjhErFrC2Xy0ePPru4OlcUaXd3t1o1PdcpklCSRQ1pMQQZBHmW6brmC3Kl0Rhsbg4Gg9JAnzMq8IIgCK7rBkHgerbvOVEUlagj24nKqBQEYLlclnoRZExVVcKLSZKUuxWEUBQl13UJBAIhsmHALBEQxTTTFLVWNeMkk2XF8uOEUlEUv//97//n8C+YTQQgwDIKecQJPAN5FEXl9GRjYyNfWwCAIsuLDDOOWJa18l3o0TzNoiiqGhXf8xhjcRjJimZUTC8K7SDAAu/GYcqKXn8jSpNXrqUoCsdxYRiWPxwAUI7Tv/SlLwEAVqtVabBeLBY/+tGP7n/hF0rbePL5KxMkUdM0SpkgCHEcLxarglLDqMRxnKZprVabTCaU0n5/Y7FYJEniBn61Wi2LvApKkyQpTymVSqXVavHd7v3792uV2tbWdr1SXy3WzXorT1JFUc7Ozggn3L9+0Ol0nh0+Hwx6jUbjX/x//kW92VJ1Yz6f/8Ef/IGu65ubA8/zms0mhGy5XAaeUzVMVZKHw+FkOHrrna8u5wvTNKMoevr0aaVq3r9//7PPPiMELRaLzc3NVqtB86J8jKxWq61mZzlf+GFQa7SWy6UgyuXMJYySMAxVU0AckVVlbVuzxXyxWFAIGGPHR0dbW1t729uh59aqputYw4vLX/mVX3ZcC3Ho/Oq81qiX5qpmb+Pl4aFjeyvLxojb3Nx+cO++KIovXrx4/uzp8PKcFsntW9cFwnXazVarlUud169f/+jHP6xUzG63L4pEkcVWq7Fc8CevXog80RSFR7AQBY4QTVEdoty8eTOO4+Pj43a7vbOzk2WZZVm2bY/H4yiKVElmjKVRXBQFEQRKKc/zKccpkuxYq1arpaoqQSgMwyjJgiC6efOm4wWcIOi67ro+QkhUZInDWQDSwMmzmFLKEy6OUt/3KaUEEYRAURQsiiD6fAxDPB5gHmEAeMBAHImE/yf/6B8PNBXmMSegiTNPojhdxXn+OSfbDoowDHlJDJK1LMsMAicP0zwPPE+SpOlq3e/34zChlC6uxqquXXoBhH4URZgg27YrhokQQBiY7d6zV0d+4EmS5MaxJPC3799bLBarIPnw8fvtdrter19M5vV6PXSjJHdt254s1oZpOo4Tx+l8vhQEIUtSWMSyTBCCEKQQpI1Go9y5a7UahDgIgtXSMiSxTM0sx6NoHZGMjCbjt9/5haE4PT49efDgAS+J2Wq8e23XXq2ZIAx29xWjKgjCo08/6zS0rMgxjFUZc4IYJO7z4+cMIFmWkyQtOBIxiApwdHxmW64kSUdXZ5qs8JrUHvSuzi+OXh/naX794FaWZWEYW25ycOP6jz98HKHipz/92e27dzneUTXdsWyFUo4XV6sVAMCezT3H5ng+DjwFA2s+fO+n7/3iL39jtRjiJFkMLxLfhUXNXa8sy2rUqxhx27v7aZp5dnB5PLyzf1eSpEePHt3dvVcR4cqyMGR713b7W9uVRrOAKEiTn7x6JMj8b/6d//Sjn7731i9+Q5XEqq49ffx4OXoVBEG/okmKsN1oNNutEvo+9s49y63rpiyIURqLpq6rIgDMrA0gZXlG8wIuFq6ieZjjV04ahqEXgTiktr0KI58VeaNWqdVqgqnRLOc5nQDormmWJBnERr2uyypjbL5e0iL65q9//U+//73+xs7VOBTC8XL8GmEJIlER9Nk89izPtz1AC9dfAZ6sYxvomhNmUBVCQEsphAAACgBokQoYAQD92fT4+HUYhiiNWBbnWZolaZrFeZ4XlFIKkhTwPF+kmR2GsiyXAzwIIc3yCESCIKxWq3K7TdN0Mhq3O90kSQRBiOKwVAY5DudJmuc5KPIoimr1KqV0nsYCx6dpyumNbrdbho5kUVrOF34QtVotU9PHs3me54SQMpudJAnGmKZM/7xrIv688wCA/PNTNUzTFGGAyedF2Rjj3e1N114Pet0njz4TZeno9OTs7GRjYyMMw3e//4Nf/eVf+fSTh++8/fbPfvazL3/xSzdu3CiixZe++OU/+s4fz1erO3fvjqaTxWpt2Xaj0ahW6/V6U5WVV6+OOEEaDAxRFGMeVqvV8tB1cHCgKWrg+5eXl71eTxCE0Wj08cNP/qPf+q04zba3t8M49hdjSuloPPY8LwiCim6UJbmXo2GtXtcrZpwmgiA0m00I4dVwCNK02xu4rru/v//00WNZlq9du/b//m//SbfbJYTYtt3v93e2Nt977z3LsmzXydw0TlOzXtvb21cqlavJ5Ojs3HadbqfHEQwh/PZ//B/XNe3l82fnx0dREKRFzolC39hsNBpmtWJ77uHh4cnJUZElcRwNel2MsSArBDMImcDz1U6nZHV3u12eE9fr9Xy5chynNGojwExdq9frgBYI0MVi4aSRxAsE4XqzqUiya9tpnOi6fnR0tHdtvycJb7z1lp9E9XrdcRxVVbMI60alYNx8ZtlF5NlBHERr223VTEmSCgxlhAqe5wt2dPJqY/fa54eQAgARAMf11IoBAB1dXZ6dnMqwyBHEIIeMMcYgwAgCCgsIKSFYFMU0TeMsLYoiTZIsy0ReAAgurbUkSZZlKYriOA7GGBJcbj+6rlNWKJI8n8/zPI3iYDJZv/XgxubmZl5kkiRVq9tpGn/22Werq/nW5nYURREJTNNcrVbL5ZoWhShJnu1EJOAlUZbU0A8ghICyJMs1w4QQTiYTnuf9MMjzPIqicnaNAKwYZskoKv1GjOd4oiFAVUUyK5XZTDYrBi0yjhCE0PnFaRR4//gf/dccJo8ffvLgwQMBFY+fPuEEqVZvjqYzP4wEUd7cqQVBkBUM5hQgPJ1OK2Z1sLVVrVYDkCEGptMpQeTmwfVOqx0GgaFXZrNZnudf/epX/+g7f/z+++9/8ctfgRCGYTiZTDVNc4Mgzwvf98MgyrJsOJ6keVZAOJxO4zTJ2M8ms9nStheLxX/2n/6dp0+f1ut1RVFevHp56/qNs7Ozja3N69cOsiS6uLr8a7/yq8Ph8Ojo6Pbt28PhcKdTlVSZ47jlenU+Hk+Xq6Sg9Vqj2+3Wa9UizcIw/OT46PL4uNNq6YbRqLYJIRATy3E+fvjZbDEvK8tqtRrPE6NSDeI4jSIECwyZIEhlaa8gCJph+F54cXGxXFuSJJWm81ajLotCFAdBGAgcVhSFY7Qsz+Y5UTFlmtEYRbVGs8TU2JbL86LAwP37bzx59vRyNGTOFcYCQuJ8bjNK4jDhIBJFEREsimKOgCpwAUYcoJ9+8vH2ny/rxA8lVRZ5ATAKIJpPpzRNUpBLIo8g5DlSromc0rJVUcJ8URSyLPI8yfM0z4Eo8aLEr1arIk14VYlCH0Gmawon8IIgrG0PQpgmie97hJAgCExT73UH3/rWtyRJigOfUup6TslAUlW93qru7uy9ePFidDW0bdu27SwrLtJU13VWACzgwPXyJC+ZjlCSaJ4CwqVJ6gVRv1Ir0szPojxLoiiieSHLsqmrqiojhEReUFXVooIkSUEYXqvvEE5QFdn1vZwWCCFGAQ/hZHiFEWg1ap7DzSbj6eRCN00K4J179548ezocj37tm78hSOJsNvM8fzqf+65HRLlgwPNDwgm1QRMxIMtyrVJzHGcxm9eq1Zs3bluWxRgMw3BnZ+fs4oLjuMViIauqrOkcLwiiDCBKsmK9npaRcsxxDK6vJqNqo7548pwTBU4Qd3b3P/roo6Iobty48cMfvVsSvn//93//zu2bqqr+7OnTvb297d2d73znO1s7u81m83vf+9FOp1py/4fzeUpZrdW+vrPbbLVlWRZ4fjmbHR0d0zSp1OrtbjdLEkUx12t7Zc1t27Y8H3OCKoh5llSbdU2RIIcgo0ZVonlirZbxbOHNfMYYxBy9GnpuYLseQBghtLe3BwDACDLGJEkSeQ4BWuqboKAcJrIsB56HOCIw0bbti4sLwnGVeu3Zi+evjo6CKMyKXJAl1/HDYM0JKmCcLMlpSjnMqXUhiX2MGIIAMAZoWuQ09GwCis/HMQhCCIAuKyBPAMaXJyemqvCMajLhIMQQAcQoBTDPaQYoA6oqe54nyyKELE3TRrtVBrQAoK1mXTcNP3A1Tdu7di0Mw/V6zbXkSqVCaQEhLJ9NkiTcuHGjWjUdx5mv1hhDy7KGV6Mykr2zta0qSrVSAYwVlALdIIR3fc9ZWxwRkiTxPK9suMIQFYzKqpkV0A0TiImqG65tpWFEMLdarVhB0zjkESzyhECUiSIrcqXe85z19Vs3XS8gPLp/+8bDzz7d2LpWqVSKohAEYTGZ9Hu9PM8Fwj1+/Fgz65quG9XK0+cvkizf2tn/t7//+7/+rW/ZbhCG0cpyVvPFxuY2QViSJMILWZa5lm2aZrfbDVzPc1zXdd999907d+48efJsOB41260gCP7ZP/tnb7755ocfflivaNPF/NXRa4wxzQvf9TiO4wTBchzLsde25YYBJwoQoyCO4iS5CKNvfOMbL168uLy8fOcXvvD0xXMIYaPZns5nk8nk29/+9tnZmSCJbz5448/+7M9EmZ9MJpppyLpeq9VUs9LodFXNKPLc87yXwyHLC1GWNvd3DVmdjIcryzk7n4ZhGKcJR4Rmp1faKpMkevONB3EUXF2c5IDV6k1G8ywtVuuFF3qMsaxgDCJZUre2tiAmeZ6XPFgEGCtyhAFPME8QAGDlBgCgSqWmqvpyuSacUBTsxesjURTPr64mi2Va5IwxiBFlzFo7rWqdQh9ikWBZ1SqAcSxJoiQssoxiULA8o0UBIcuoocgA5J/v1ook0ZzBshopSo5evlRk2RCIiABgOWQsKwoKKAWAAcTQ55yREltjGMbe3l6apsfHx++8847neYSQTqutaGqapo5lZUmSAizLkiiKlUplsVjM53PbXvu+/+677/ICSZKkrD1udXumqRdFYS1Xk+Hn9KA8z1erVZEznuezLIuixA+CPEmFCldKJZTSNMkAZZZl5Tn1gihOsyAKdUUNXA/QPA7c0HU5DiMIOQ4LHK82NyFGqiJPZ7NOv2etF71Ws9OsTqfTSrV+fnx0/WA/8oNut5Mkya3rB3/87rv1Vuvo+CSIQklVvCjmJBlzfBAnsqoJrr9y/Fqj02i1Wq2WyAtIpEkYlZBFRZSuXbtmW9bx0en3vve9d9750snZ6dOnTzudjuW48/m8Xq//5L0fpVE8n8+77c725iYaIJ5whBDTNAtGBUk6uzjf3Nk+Oz9PsvSzJ09/5a23fvKTn5Tvz8Xl8NHjz770zhdd1704P71157bv+y9evv7qV796eHh4enp6/fr1NJiXBhWzVoeYK7I8SRJZ0zDiJFGJQ18SxNFkllXTl6+OAKCuk2imYWqmqmslCSOKIo7HlUZjeBleTaYSR1qtlsRxqmFEaYoVDmPMCZKsaoqscYJYMFDqnrVaTVPk0Pcse5WnSen6JCShlEZxPF8u5vO5ruuQsiiOPd/neB5xROK5IAo5jivPrlke8LIGAB/HeUaZoKgFQo61FDGEEGRpxliBOZ5gGPsuyNKSDEIwAKzIAcaAgfHR6+HleUMVMGBpkqAScQ0h5jhVUiDmAIJx4iuGAiGUkNRsNbM8Wa2XZkUf9Luj8ZgQUha3ffzxx4wxQ1PVSlNX1KIoIj/QZCUQJVxr1Ov1/f394XCYJkGlX9N13XbWCHOtdnc5Xrq2CxBcTGdxHDuOUzDY6XQkSWIQLZfLq6srnudLVnSYhHPXr1armOMhhJZlyYIoCJIoiizPEKB5lgaBB1jBYcJh6DLmxIVZrb7/4x8maeo6q9liuXNt//Wrl7KiDC8uPc8TeSnP89HlhaqqiKF3vvjlJElu37336vjoxz/5yd71G3nBzi+uXrx8bRhG4HmO6332+LG1sbm2HQzgO19948aNG0EQxHE8n0xd21FkeWdnZzqdrtdrWZaXy+Vssdjc3vnoo49eHR3xorC7vXP95u1mvb69uSX+/Bfheb4ArFKpaIa5c22/3eu7rttodS4uLyeTye7urmVZjx49ur5/LcuKP/mTf3ewty/L8un52fb2NuHFx48fi7KkaKogM7NSEQQhz3NAgSzJ1WqtUq+pil6tVoeXl4vFbDgcjUajNM0UWWxtdEzTzPO8WqvdvHXbdd2HDz+xLOuTTx/Z6/l0OLx1fR9hQhGWVVNP8wwQSZJU3VQ0nSMCBTAraFmBAiF0XTcOA0IIh1HgOavVqtYeMMaWy1UaJ67rJ2mepSkRxLUzr1QqECEIIc/RNM0AAACkvMBBDDGSQB4DxBMBySJPIIuDFSwyP3Y5nnCiwBh7/PCTv/m/+tufL+sszRSBAywHND8+ehW6Dme0Y9/O4wgBRniOF2VJkiXDUFSTE4WT00OF5/M813W9Uq2enp5eXl5+5Stfef7iha7rJfbBMAzP89588804judrz/e8cnPt9/slHANC3Gy2B4NBEASE5ziO000jDMMnT57ROAcMiqJory0KGIQwT9JyNfR6A0mSlsul5waGYTAIVqsVNmq1WkPTtCxJQt8za1VEC0NVfEckCGRR5DoWzTNVFkuMpaDIgWNDjNIid1bLVrP6/PEjgEin181zmqYpAijLMg5xoigahsE32tu7e7brQkQs1+t0Orfv3js6Obm8vGw0mr1e7zd/8zcdx9voD1RFiaLo8PCwaphxHOuqXq/XEYCLxaJRb7Xb7el07nhumqacIPzoRz8q367e5uDrv/iLzWbTXlsIgIwWgiCUQRgAmOu6jUYjjZN2s6Vp2r179/7gX/3ztzc3PvrgQwhhv99vtFtPnz3rbwy+9ku/+N6Pftxs1Fqd9n/5//h/pmlarTcHm9ve7BhhEAS+COD27v7+jZsQcbPF8tnTF8Ph2PMcVZYPDm6cn5/u7e0DwKIE9jc2fN9Psmw0m19cXLx4/ZonBMOSwC8qqg4QAQzUag3TNOOcMsYKBhFClUpF0XTXDxaLxfPnz03T5DDyHDuMfA4jnqCSEKsoSpIkSZoommrb9tXVVbvdrtRrZTTEsiyzWhmNRqU/bPfglufHAHGqAQRejv1AlcRus376KmF5BBwgCAKSBATwo08f0ixFIgAAEIFwcRhLAgIInB0fYQSuLs72N3pOHELIIISKphJJQpjTq5XT8/Pexmae57Vabb1e86I02Nyq1RpxnIZh3OsNkiSr15uVSqVebz58+FBRlHtvvj2fzz3PS9M0z7KdnR1BEII4un79uqIoK2tdYmVEGVfrDbNawxmFAJVCyvbujmVZYRgDAFRVXa/Xoii2Wi0ESRzHs8Wq3W6MXa9MCkmCoCmyqqoSRyLfK/M7se93Op0siUWeSJIEAEC8xCjMipyXxFavV9LgFVWfL9fNZlNV9ThOlrN5UTCC8PnpmZbDomC9weDGjRs//eBnHz/8tNJo1mq1X//Wt959990wDGVNhxA3m83bt2+PRyNZ3QcF/eEPfzifzg/29vvdXrPRmIxnV1dXeU4lRVYU5b3339/Y2k7T9M6dOwe3bowmY13X+/3+488+a9YbJbYvCAJeEvM8b3XaT58/f+OtN8uGu3feeQch9OjRIy/wwRxkefH1b/ySQDjX9bf3dteL5X/xf/u/t1uNW7duyaKk6zoIZ8enpw8evEkhXCwWz1/8/qNnz0RZQZD0NzckSWm2O1jgv/zVrymKAiEDUHrv/Z8tFosgCERRRAjtH1yPAj/0PU3frFfNJMsRIlkeUwhms8XadbvdruuHakGvLke9wYYfRlEU3b9///Dw0EuTLIkXy0W9WvHdUFGUJMni2HIcb2mtq9UqhWiwtY0QkhRlvlpvbGzwkjwajUyzWlrSc5qJgszL6qC/bZq17/zRv68axtpbNzvtJHAKkKWs8OI4pCwJY6Lpn18ZCQGQYoAAoMCxLcaKIk/9wK1WzbW1xBh6YdCpN7w4v5pN9Xqj06kmSdJsNikA6/VakmXbdXuddn9jsFgsms3mrTu3Z7OZbdudXleWZUgLAoHIkXJMSjCGEGIAF4uF43qO41BKMccRCGnBAj9EWd5stBgEcZpwHFer1UQ5Kdng8+UKc6Tf7wuiTCnd2csopaMnz1zXrppmGkfz2SINQ4xARdfKKaOkKoZp5lnCYSJwmFKqa6akao7nAgizOBYV5ebB9avxaHPQi5Isz3PEAMdxRZH6vg8hnM1m0+n0+eFhp9eFEJbaJWPs008/RQiVU4/Q8yVBbLfb29vbigZ1RZVleXQ1Onl9lERxo16HEIqi+OjRk4Mb1589e1YqQs1m88GDB2azfv/+/devX9++fXt0dVUS2+zVut1ujy6vtra2Xh2+lATBWq1Lr8jNO3fff//9L331az/+4Q/G4/Evff0XX7563WzUx1fD07Pjq4vLG9cOqtXq9vY2IeTjjz9++dkHzUY7ThMG4PnlISbioN+XZJXjRTcIGWPXr99UFEkQhKuri7Ozs7PLWZqmJe0ySjKO41zf73e7GAIOMVNVrs5O4jThEQIM1mq1leO8evWKE6TFah0G8Xg6my2WqqqGYaiqahKFs8m4UjUAAJZlcRzHvCCKom5/IEhymmcIkzzPBVGCCPf6A1lRp9OpoZuGYaiKBhg8PDk/uHGr3emLkmKY5i988Uutinn04vGLRx8Vse/5NuY5BiFH+JxBQGkZyiWloFvibixrpcgSIhQhkBepJEkMo1a7rRhmb799Nhzfvnf/4uwlY+xHP32/BPrLSapo+tp2lIFeMJhkBQWIAuTYnucG9Voz8P04jouiQIxSStM0zYsiDMOVbTdbLUEQGERBEPhRqCgKL8l57gEEi6LgRGFprRljaZLXmw1FU8280HS92+ut1/Z8Pm+0W1EUffXLX5xNpovZ1HOdOI4btQpkVJIkUdcqhpYmcbNWL4oMI4QQyNMsjxMeI0NT293efG35cXxna7NSr70+OuEw7vf7EKJu3JdlOQoTjuOuPO/Fi5cvX78+OTu1LCsvCmu1CsMwT9Nre/v37t1bzuaSpFzb259Np4CxyexEIJwgCFtbW/1OVxLExXz+4x+9J0lSGb8o04FlfUy1WjWqxmq1kEXh3/zuvzY1/fj1UeB5AscTDDECz188NQyjYCzP062tLSJwF5eXlWp1f39fEITDZ0+PTo43BxsvXrzI0kQg3P7+gSBLuq6LkvL48eMgjL/97W8HfjSezpqt9t72zrWbd0RFGU8WmPB6xUzT9PmLF/V6/dPHjwhBaZrGad5ut13XLRlxqqrKonDz5s0kCgPX8m3r7Ozs/p2bHMcdHh7SPBvNZoZhjEajrKA8J+aUDQaD9XqdZVnZ06DrervdrppGlkSyLL/9pS/HcTxdzNM8G4/Hv/jL33j9+nWlWjVNs/Tld7vdWq22Xq5K3sa1vf2aWQEAMEYRR3hBmMymT549lUSpyJOsYGmaAcIxHhYpA1ECFAAAIBQAxiiBgHmO41qmqfNUkAiTeV6QRMTzUsVAPMkYQ7xwNZ+7Yfj69WtCyHy9FkVx/+C64zgVw/SCaDSb60bFD6JHj58CxiRVuxyNMaNBECCEKGMIkZxRBkAQhIgjV1dXtutJkiTIUprk65U9nc/u37h2dHpyeXm5tbVlmCZjbDI9dQKv1WoZplkAxokCwGg8m3KikBU5QGR4dWnbQbtpdFqNXqddpBktihzDOM2TOPHDKMtTAhHGuCiKhq6XCfBSzUiLIkmyaqWO8aVZbd68eWs+W87nS0XWspRhTFaLpa4qb71x/6cf/Kxq6KPZPMuSJIkqlYqua1HgC4KwMeiZhpZnSRIGSZLYqzXGeD6dm5rOYZLEMaV0Op3yPP+DH/yg0Wgc3LhhVKrb29tBEAyU3mo+m80nk8loOZu2mw2b4L2d3SAILMu6c+PGZDYNXIdH7ZPj17du3XrvZz/75je/2Ww2b968+R1V/ZM/+vcbW5vVatVznaOjI4RQfzC498aDk5MTSuk777wzO/v0ajiM43ywsWnohu95nuc7lntyel4wFsYxLwofPXy4sbWxs7Ozti3EUKPRIIQvO8/zPHdtZ7VaeK4TOPbDD98fnp//yi99DdHMXq8wRCXdqlarvTo6RjC4eftOkqbNZvPOnTvr9drQVFkUsjxhjPV6PZ7nFUWbTueE8IPB5nJt60blxu07lmUBhKuNpu96VxeX1Wr99u27GMDRaJRmXpbGXhCLSsaLShAEruvkRVFtNTOFRwQWgCWMRTlwV4ur4ah30AcAwIyxPI5FQi+ePfq//B//s7YhKqgAWWRqapJnsm4mgGBZn3lBZ2N3ubKqmphl2Wg0Kocsruvev3N3uVzOp7Nms0kpDf0gyzJWFJPJZHNzM7JX5XECAGBWahktAIRhGBWA6UalYBRB4vie7TqGUeE4bjW9NHRTluWdnR3Hc33fdxyv3eumaaoq+nQ+q1arsqw+fPiwXq8zxmq1yunp6dnJab1ej+OYQ5jjuDDw6vW6JIi2bZu6nqYxIUTkBcZYYq/6/T6AcOk4OYCQ4zDhBUVNslzRzLe/8I7nBVmW7e1dYxQoiuIWydNnz05PTz/67LM333orybNuv/fRxw+Pj4+vX78OABI4vlGr9/v9a7v7EELF5Io0o5QePj+sGubw8ipL0zhKZ7OZLKuffPqwN+j3NzYGm1u3b982KpXR7Or05OTRp5/1O11JFFle9FqdMAwDz5NluVarXY1GlUrlZx9+0Ov1Vtb63ttvK4oCirxWq6VJsl6vz46PptNpp9W+cf1gsVj0O13Xcc7OTv7W3/pbjx8/lun69PRU102Ol9KEDifzLC94Uc1y2mi1OoO+H4VvvPnmhx9/1O/39YrJQ1yeshaL1Ww2Gw6HjmUPL883NwYcBNPhhSbwv/Nb/wvHWrMsk2SBk9U4jr/7/R9ijp9O5qKsbO/uaZo2mUwYY9ubGzTPrh3sXV2c9zotSqmgNC8uLv7aN3+dAvb/+sf/DSL4b/zO76zX63KD39naMjTds+zj10emptfr9fH4WFa0ICnG81UQZ3EYQsaWk8tuqyphmKQhwlxMCzvMDk9Of/f3/vD229/4fLemgAEAXh2/WqzmCjIgB2LPUWUeYnx2fr5z8+6T49dKpWV5LkVIr9bOzs4G2zuT8RgUVFH1i9E49IPpcjWZzkVRpEWxXC4VSY7j+OziSqBRmuacwFNKC0rTghJC4iQ1KrX1em07nl4xFUUzDFQyz1Vdi5J4Op+NpxNJVUzTzGjx8uVL3TBESYEQBnGECE8BAAjpmhb7nioKHIYIUEDzOEs0tS7wldIiF4YhQiTLMp5nDHIAgGaj4fu+4/qQJwe3bnOS9Pzlq/VkVm+0zs7OVms7STJG4fMXryilIi/xFbnUfX/tV3652qh7gb+23fVqocji5mAjSRJaFJTSJIoAo+PxxMxUDKCqqqZpbm9tE4SvLi8hKKONr7rd7tbW1he//GVF0x3HiZJkuZw9e/ak3W7u7e+0qvVXhy8937k6v6hXa1cX54okZkkkCc2vf+0rFxcXG71us9lsNpsAAM+2wihqNpu2bdfr9S9/8UtZlr18+XJ3a7vT7WJCXr58+fTp02tdubxSzxfrfm/rzp07ZqWum1VF1S3HccPo/htvBVH45a99PQi818dH4/OL2XTOcdxkMomiCCG0MRgQxFiWJlm6u7PdrFTG47GzWjy4fzf0gzzPBUH4rd/6Lczxs+mi2x88P3ypKMq3vvUt13WvLs7/4Pd/7wtvv3mW51mWhWGYFPLdu/fHoykSuL29a3v7+4zBOM2q9YbnuIEfBV4IKBMFeTqd//jH7+3u1MPoyo+zKAdZzpIsk3m+2e4Enp0LIPL9jBY5wpBXKtV6f2Pz83FMziiEDGA8HA7Lmm5EOAoKXhS7/UGBSL3ZKF4f1zutk8srUdX/7HsvAABJkmz0B5TBIEpqjdZ4PMUcrxpK6PlhlFSqdVmU5vN5tdZIrDFjjCCclWYjAAnmBAEul0tBEsvwaRhHy+VSkqQSvsZLooHR1dVVPBoKgmCY1TzPszznJRkhFATBYrle21a1XstpQbOUJ7jVqEuSpEhintPStt9utxVFEwSpNF4LvCSKIgAABytJkro9hHjBDQJvsb575/61GzePzy+q81WSZGmSJ0lKKUiSbLlcp+NMkqSMFpgjvu9XWw1CUBwGt+/eu3nrehLFQRBpsiKLEmOFpkiEkCLNkiThef7169eAMghhs9k8OTm5uLjoDfrHx8eCJOlmpdVqtTqdH//0e7qmbg76u9vbP/vpTyua8e73f6AqSh7HPM+/+4Pvt7qdMcGdbrdZq3GicHl5OR6Pz8/PCSGywFcqlW63e3l2enJ2WqtU9/f3V7a10eu/+eabjx992u/3w+Dy3r17UZS4XlirNhW9Uq00EOZmi6VuGgvL/nf/7t8xDP0olGQ5TdPVdCwIgigJGxsbPM9rmqapahbHIsE0SzVZsOdTRSBiqwUZyOKISUq3250v1xRA0zRrtdpf/+t/vVS3eJ73PG97e7vVam1ubl6en56fn78+XfzDf/gPjUpl7TlRFEGCzy7O2+32dDpdrVZrtOYgslbrj9//oNVofP3rX4eFdXYxTNNUlrW0AEmWLVbLTBFFAhAkOWN+EMYUiBrBnKCo2s+tTkWBEQQQBEEgSZIsy4YhY5peXFyounbr7p2T4fT23Tu8bsqWF8Qxg1CW5Var1Wq1nj99Fsfx2dmZ43n1ajVOEk4UJMbKNqCBMMjzXFXVNE0J4ZMsFUWRUsCLEgVMVnWAYJZTw6hogOV5Hqd5EAQhDRRF7Xa7CKG1bU2ncylNIcGW6zgvA1XTIIRhGEMICSGr1UqgSZqmCMMyPmSaZpqm/X6/TMWJoqhrJkJIEASe5ymlhiEQQizPb3d6PUIYJs1O99Hz55Va8+bNFkIkzQrfDxDASZKcnpyvg1W73RZk6fnhCz/wiM1jgmezdfbw02a9MRgMGtVKp9OLwyj0/cFgIBhCnqSNRmOjv/H00WNA2Xf/7M8ODw8FQdjb25MU+eDG9Z29PQaRIAgff/wxwfjbv/3bzVo9iWJFkmez2Ztvvpln2f7Oru/7Dx48mM/n/c0NAECWZYok37l3/8Xz59euXet2u91WM0mSNEkef/pwe3v74cOHsiTevn17oz+YzWYH12/O5pNoHg8Gg+997wdpRqMwEwRryE+WK0tUdT+ITi7PN7a2oigyDKOglAh8+TSwbRtjrGtGq9m0bUuTpDyJe5u9yHYenpx84cFdzTRHo5EmS0a1Gsdxr9fDHC/wEgXQsqxSkM2yLIqiL33pS2dnZ41GgyCwu7t7/y360Ucf/dpvfOv09HQ6m03+9E/3ru1P53NRFKMoWi9XHMKdZktS5LOzM1EUUWERQeY40fO8KC0kRWVFnmQJAVCsaKLEK7pm+0lI2cqyL4ajvetNAAARoc+yCBB88vS9pop6LR1kRYZEvlGzSTXPpBkVSIE+/t6fVmsmhEBAAi7Q2cuTydkQFQUNfCDyJi2I5zQNPY5DqSZlOg7cYYkFwiknGTrEyA8jPwwQ4WVJ1YxKkKQXo6tmu7N0Zma1Vm1Xd3f3J/NZxVDSND0/PUsK+vYX3lkuFvP53Ld9SdQcx1m4E1FWyrR9URT9jcHJB5+VWpLJaVpVc1zr1vaepuu8JPOCJKqaqplOEDY6Xcxxju3dNshyuWy2K4QISOAQxv5k/GB7y6zXqs3WeD49vbyYTE/anR5R0N7tVgYqSZJ1Oi1ByjHHR3F6fHysyajdrJmmadtuqjAk2C9fvjZN89XlZLoYHezvSwIvoPcVnk98XxdErln99NNPl+PRrbt3rNX8x5Ph7QdvaMhc+66ibzab1z779JO9rUGSso3NHURz17GeHT6DEEqyulivO9s7ThBvXrv9+PHjztKuS4pkciCPXzz8YDoZbu8MUGG9fP7+jRs3/pO/+bc/fvjpOlwQFY3mk+OL0zfamxJfa1QHYZRwHGfZTm/DMCs6BejNN++89YUHK9vKC5plGYO4Xq/TPNU0jef5JEnKlIrEcZ61xgiOT86c2QR4XmHZk/MLReB4BqavPmYAAoQZ5iHmEREZ5hgmCAsUonq7NV4uF4vFer0GAIiiqHZ78yw8vjxnefHy08e72zvYT+5fO7B8V1MUnucPDw+Xi8VGf7C3sdVvd4ZemKZxkaeaiKljcTTVJdJsdoIgCAra7myEizmPkzSMDSMLHOvz3ZrDXAqiwnUBAGXiN/C8PEkXlrv2IqyM9EbDsx2e42RR2tgYVLhaHMcCxvfv3P7w/Z8qAr+aTTc3+nmWqqrKcViU+DzPEEfKlccXKM9zgKBhGLwoRElWJsAlhAeDgR9Gmmb0+/3Lq6vDw8NOv1dapVVVN/VKOZJsN5ouL5dvcZQmmOMRIaygYRi6tlPWaVKaAwA4HhuGUa1WDdNUdCPLKRZE09QRLwg8jwlXq1dqFTHOUoiR4wUCQW4YZIDSwOdVmQv8Eqd0++atbm9gOfbx2en+jRtxHAMEFc3jOTHLLQbxr/7qrxpmrVGt/eqvf/PpsxeUMg6Tb3zjG5TSAuSKJBVpAovcXixmaSoIwmI+JYR0Op04jm/eu/fWF7/ISfJnT56en5/vbBz803/6T29cv/b06dPLy8vtzQ1E8+fPnkiSdO3atWqtsVivEUKSwK2WCwhhFoX9dufDD392fnr07f/oN1q1yvd/8KemqW9vb2/0B+//5L3j41NeVKIkff3q+Ne/9U1uvc6yrJw6tbudrb29WqO+WFmuHyiqatbqqmnMZvO0yAnm4zgOPNt1nTCMVquV7/u0yLM4CXx3PR1zDKA8STwnPdgXJZ4gHMfhcDbK8jynrIAEEgEQAUCSA4iJmBY0zT5/lT0KaZJ4EGVx/Lu/+7uTi6Eqii9fvpwt5r/3h38gG9qDL7xlVMw4jmuace/B/dj10zCyrJVpGBBQURQIqdWrJs8TAJiqqgCjZ89ftDrtzPN5ng/DUJZ/zglhABSMjq+ugiAwOZKEkW3beQHzJNVrQlZQXVGD+ez+rTutVqPVbl4dXqWhf/vGtflsIot8EoX7ezsYQSRwkiRwHBZEjjEqKrKqqhQwkhRr2yryXFNUUZZQEPKiICmyIcp61Ty7uLT9IAxDTTMg9BuNxnh4LokKh3kOk8lwxHNcURS1esV1fACAmIkAIwZBwWDpp0nzXJZFTdMYKzDGRZFRmjNQFEUWhhFLYkmRkzSjHiCcICny08MX0+k0iELXC8r17UWhqKpBFBJRghhZnquZhm5UMEcsyzq+GLZaLVXXwjAhhsgoXK2s6we3ESHNZvP73/++KMgvX77a39//3nf/9PrBzTALN/rdIs08aw3SdDKZnLx+Va/VXr58ee/+/WqjCQF48uRJkKSII51O56tf/aquKUkc/ut/+S8a9TpG4NOHn7Vara997WuKotiOx0sSx4vVemM8nfd6vSbPTWeTg52ttx/cee+nP3ac9Z2btxzHqeiGs7RXK4tALGAiq0roBB+/92FX4QnHEUJWlj2eTU2jEiWx64ftbu/p06dBnAAIZ8tlFMd5TlerlYhhqYSWd26BcBBQlqVpFMuKJIuyAArACgBZkkZR4Gu6HsdxFOcQQszzgPA5QDCnhmHEWQ4gLLkLq9WKUipJUkjpgwcP/vjyD3/nd3779PURZMCsVjqD/kefPXznnXeCKMQYa4KkKMp2bzAfT45mc0VRbDuRJAkxoTTNO46dZRkReM/zuv2eZVmKZuzu7pduWAAASfIEIVSm/YimYAHTouCImKcBzXIKYRbGnu1oqpxF8XIyW82GWZaBLF7NFxdnp/du3eI5jmZpmYAUBEEQOMQRDWNe5BFCuRfyYRBEcVbkPC/qui6IsiRJiHCMgmazyUm+5diCKG9sbCiipCp6lmWdTgcysJzNy5+ZpxmjeVmYVybmC0YZgozmQegJAiflgijxHEcg5F3XcX1X1Y0oSYMoGU3GThBCQgoKRFEeoMQLAsdxCC8srXWj2ZwvF3KaGNVKFCdmo9ZWZMSRl4eHaZZRStXuIEgyjhMkSZIUQ1bN2XT50Ucfe374SeXTVqvjecE3v/lNx3FQwR4//KTaqX328Ud/87f/Bkf1+WSys7Pz6sXzIAi2trZKx30Q+BIE+/vXMgY++OCD05OjNx7cy5N4Y9BvN+slWuTO7Zt5nh8eHl5cDgkhiq7Lw+F0vnjw4MHLJ8/zPOd5Mr04O9ja1vU7f/jHf/jmm28asr6ybAHxS8taTJaCqG52+lW94tgTgGCj1Vw6jm3bYRQXgEVxen411EyDcNzR6cnVcFSv181qLclSlPgEYyzwmixRSmlRZElc5KDf6zZMTYDMmk183xURUGVJN1RVJlGShnEKIEdEGfFCxmCaMYYJQ1gQxbJ/IggCQ9f39nY8iOzV+sH9uwJPNvo9BKFuGLwifv3rX2Ws2NwcTCYjL3Dl/x9j/xkj67rd94FPfnOq3FWde+d44j438WbeeykrUDJlOUiyZFnWAAIHA3ggjEfw2DCgAfxFgMeYAFuS5dF4MCPJoiWKokiRl5f33HBy2Dl07qquXG/Vm9PzPPOhDklNgDH7Q6OxN9C7Pyw8tdZ/rf//x+h77z2/cnDw7W9/G2N4+Oplt91K0mg+nVQIVmW5WCyCOHJddx0tTSl94403sK5/wY7Jssw1jThJkiRJCaqpdrNWh1jxaq0KMarbu5tbmqYF4RIUFWHK6/du/+xnP4t4SYDY6razNFawUa+5WZYBABRVJQrTdEXVNIgRIUQaOVPV2WyeFbngQDd1qumCgyBZJeOxZlpevdbudCeTiRCiLMtOp3N6etpsNquibLfbQEqK8OCiDwCgFK9ZcpUUUMKyqoq8whhmWTZIIte2HcfWNCUMw+VyWfTPTMsphVDKFFOt1W5RyihjycWhoKjR62BE21s9t17biLYQpRXns4Vv6YblOq7nMcwqKTDGK6it41UxxpeXs7IsDdOu1ZsbHXV3d7dWq924ccP3/asHV9aG6ulq/gtf+er//R/8X9+8f+/LDx588LOfvv7G/fd+9vPB4KLVad+5f890XUQpIWTQH1RFubuzlSTJZDLBGG9v9hjF6+sfCGEURWv/mKLro/E4iWME5GI6+s53vhOGQRhHw+Hg/OzIMcxoFURWZDDds7X93SsQ4OFwMrgctbzmi9FJkmcFrxRVNU2z0W4zRSkqDjGVECyWwRs195vf+Y4QYr5c5XkeD8/XXSJjKoaIixJxiYC0FAqqMlzMYp9kSUw1xqhpmvo4jSDATNUQYVTVIVGJgITJrd29shJrsPkanNdo1Lrd7pm/lJb9Z/7Yn/hn/+TX8jx/58GD84uLZr2xfWUfUvLq6LCqKts0GWOvvfZas9EQis5FNR4MIIRlXqRpykWVpmmtVovSxDDNi0G/0+lQRZtMJrLIAdXXNyFkvUxas9U0TfMMq+JwslgRTTE1vYhTW9WjpS+LKpz7r72z9ylFCIgsj6/t7/TPLxy7TQjqdDpFUWi6DjDSDN1y7KwoKKWmhw3LIoxNF3MuAMSIc54XlQTAMIzFcpmWxYMHX9J1fTAcEcKiaNlsNlerVf/84saVq3EQHr063OptPg+fM0IBAHlZCF5JKcuySNPUq7sIoWC1TPLUP505rgUhVFTq6E6t0YySrOJCYABEEQQxhNDSVVEUWwd7i/ny+vXrHMg9TYuTVErZzXIAQFYWURjqum4YhmVZodZCCLm2AyF89uzZYHi8vb1/9+79NE62trZMXc+SRFfV0WUfQ5Sm6SxYPI/jzd5G/+L8//j+z5MotgxtY6OtKBRicnZ2Fj17enD9hm6ZeRL/se/9YpVns+Vif283XM7TNB1ezjnna0FwtVo5jtB08/qVK47jrFar+WxyZX/n/Z//RCI4mYyWwUpRlLwoDg6u1mqNME6SJNM1dDkcNeptQ7fyvAQYQYziNAmTOM7SIEnaGx1EmFe3FE2jml7ySgA4GAyyvNjd3dV6jTiM4jguy7LMcl5UEECVUcc2R/3zyWhYFimguqJQgCTnle3WGGOKamJFgYhxiEoJuQCmaSqqXlXV2pKIEYrj8OXLlwnEf/wHv/Qv//m/2Nzotu40dEV9++23z4eDLMs+fv+zerOxvb29tdGtmfbTzx95lStgrqqq5zmClwCITqvJGFMUChC8ol1ZBSFjqmVZk9ni8dNncRzrrgcAIIqqASCCILAsyzF0jBAAIE2SaLnqWDUMYLRcaaahM4VClKbpaHh57eDgvffe29veGQ4GN2/eCJdBUfHO3n4QJ6qmFbxSFIUSJU5ziGUhyqwsAEaGaedlkeYllzlARFE1RdHSdFxW4ujoqNFsr8tiNBopivJyOj0+PJJlRSB69uzZnVu3iyxZ33/neSaEIJQSCDCQ66AZzqs4CoKqIISYpm7btluvuU4tynKqqJhQqulRFKmGyeOlEMKp1yBlqmWsSReqkQMAIMRCCEjwcrlsccAYq9frgdHNsmzlLwEAvc2dyWRaZvnR0Ymo+OHh4XKxePLo8fe//4uO47i2s7W1Va/VuhvtPEnjIHj97p00jh59/ikvq8PDwyvXrm70tlqdjd39K1lZcs4hxKbG3v/Zu1WRXdnfS+Kw2WzqivKvfueH9+/dSZIkz/NarWaZehiqvCgGg8Hr79wrePbi1UumUhihZ69efucXv9fYaF8MhkXOGVMvBpefffq559W3tnaWy2Wj1Ww2m4vlcg3ye/L8uVPzsrysNVq1Rt1fBReDQavVvnXnNhPgd37vh3xyEUVRmeeEECgB4EJXVNvQKRKXF2d5EGx2m4zZhKKqKjMkdL3pOI7j1TFTs6KK8xJXAEAcx2mWl4qiNBoNVVGKIptOUVEUSKJnT57+4Hvfe/75Y40pq9Xq2csXWwd77//8PWbqYRh+97vfVQn9/MOPKaU///nPDdfTNG25WlR5tvDnjDEhqqqqCl4xRcvz3LTtNM2zrKjVapr6h9GSAAmeL31fURRVVcsyi6vQn63WcQXFwq+3OwqheZrJsnBdBwjuurbnWJQgy7J4WQohoijSdT0rK0ppLkRZibwqoyQmBVklke/7ZSU0TeMCpGlQVkK3zCiKjk5Os7K4c/f+s6cv6s15lmUIIQng7/z27+qGWqX53//7//T1O1tFlv/8p+8ahrHGHZVljjGmmkoJhkBmZREm8fjy0rT0nZ3t1+7dWT/k7e6GqmpGVlieiynLigoi2WjU05Csk2Vanba/Wva2NmezGWOsVqs9f/7y4cOHjDHf9yHAeZ43m82+rF2/fj0Igsl0hCF69uxFp9MihBwfHYqq+N73vnf75o0r+wfbO5uEEMdxFF1DAMZR2D8/9eezJAqAkHESKSrL0yxYLhqNxmwyUjRjf2vn80cPf+fx0wcPHgwGg61uOwpF4PvtdvsHP/jBarm4efNmu93udrur1eqzTz9WKMYY/+a/+s1Wq7V7dW9wOVJdo7O9Weu0sGE4zcZivhxNZ7Px/PUvvf3JR5+unj+reZ5IV5PZbD6fN1rNazeuD0djorCT0/N7r73Rvxxsbm6+9eABU1WMcVZUkOCn/kBlhGKsUCbKKo6COFjJLDF0BQrpec729raukqLMwnBJGR4XsNnM8koSqi2j2F9FecUBJu1O96LfL8uyVqsBKUejyyovPM+JSy4997NPPr66s/fk4aOa5xGCfv+Hv9vd39nc6p6dn//zf/7PLs8voJC/9K3vmrbhL2azqhKighCGqyDP0yAILMdO8mw6WxiubTq1LMsareY7X/oyJmR9mAqzai6L9D/+X/yH4eDUIchVcOKvKNGKCnR3Dro7B5Cyub/w/bkEnDHarOtFUSRhkqYpELJWq40Gw2azyQFUNU01TMKokLKSAkAsEcxXPuc8K/LxeDwYjisuMaN5URKmQIIt22WMLYMoThNdNy3LGk8vh4PLjU5HpcQ0DFiJYOVPhiOFMiA4hJCqVNd1piprov3MD3Z3doTgG+1mGkdllVOErl69GkXRdDGXANpeDWHa3uhWQliOg5FcLBaffvqpFFBKub29nUTR6cmZoiiGYWVZtk5j0jVzOBxudDqie59SjDEWQniuzavi008/feP+PSn4lf3dOA5bjebuzpbv+7PZdDqdDofDxWLRatQYI7qm1Bx3PBoul4sPPvig1eo8eOdLUZr4y2Bjo2fa7mQyKYqyKIrX7t4tiuLg4MB13cPDw9lsZluGaZqTySRLorfeeuvd3/9RvV73PE9X+fmg3x9c9ja3V1F4cP3Wtes3h8PRRnfz4cPHL569ZIRVVcUwK/NiOp1+48t30zyP4zhKUs65bpheo2473qujk1t3bnMJ0jxfheF4PMZUyfOchuPLy8tOs3XZH/jT2c7WNqi4xmieRmm4zNNof28LIxH4vm0ZcRyOU8QYsxzXcryL4fjw6GRv/9p4Ntd0fb2UyfN8PptIKas8u3v37mgZ8rzAAjCAyqJIkoQLgTUFqFRSvLu3xxibDkdIglv7V1++eLHefFdVWVVVWeZllXPOuRAcQERwBaCiW1lRmq73V/7Dv/rd73+Pag0AAGGYQQ3pur4oS4BozanjSizmge021ms5KEStVmtttDgvsySO4kWe5hyA4WRi6UaUJApV/SBsNBpRlEwXPkCQMlZJEEZREEdElBhjCWGWFZgSiAAihDIliOJee6cS/OJiUHKuqvpisbi4uHA8U0qJMQ7DmABYFaWuqM16I40jAQGCkkCEocRSSCGBEAgRf7ks8ryqqpprm6aJJIiiaN1CJGmGEMAYVlVxOZqMP/20Pzhfwxdns4WiKH0AXrx48eUvfeVnP/tZrdZo1Oq3b97SdT0Ioq3NzWvXrsXejqqqaZKUZc4Yi6OqWfMazfr25tYHH7z34x/9sFHz6vX65XDQajTv3r3Li/KtN17b3d6Rkk9Gl0GwkpLPZrPd3V3O+aNHDyllm9u73//F703ns2F/UGXJRrs9n038ZaAoShzH9+/ff/z48dnpMWNs5c91XQ9XyzSJQc2bTSe1pn5yfrZ3cOWf/fPf+Mt/9T968513Pvn0c9ut96fTk8t+mKc1TdU1s9Vojkej6+0biqIYhtFoNKpKrMJgPJl+/vnnqyCyHA8RXHIhIczzAiDIKOx0OlGxvHbtGsNEZQra3aOYJEEIedVu1qKlsfJnlFIAKs00mK4lZWpTO4wj262dnfchZt/57vdKIZ1648WLF7r+Ra5GlmWWbgRJ8vDhQ6PWLJMsWq6KODUU1bZtAMFquWxu9xar5XQ69X3fs+yNVvu9Dz/geREFAYQQIgkhXPtaIIQQgrrr6I6TFCUkCiurNM/TNFUMSwgAAIBShkAW/8X/+n8FY9+CUuHFdDgqclFrbWwfXLcbnVUUh2miaowQlOdZFAejy2EURVmcUELCVbC1taVSVhQFZlRCEEbRfLlK0xRhzDQ1Ws4ppRATAIAUMC1yLqSiKM12hzB1sVzFcWy7tTVolSqs1nDOT88wQkkYmaqiUSVLotD3oQRclGs9RFEUSrGEgHOeSo1QRBBGUGz1NhjBFS+qvJjNpm69lqZZWVWT+QJhChAEABVZGkXR7u6ubbuEkHXI/M727mQy2djorcNdEUKMqZ1Ox3GcV4nS6/Uuzs4pwwihweDi4uwUIfT5p59keVJm+c2b1998641ut9tptSmluCjPzs6ePnus6yrGKMsTQ9MHg4vhcHh0dPK1r//C9tbu+flFvd68cnAtiqKPPv5gf3/fNM0kK+7cueO4tbOzs/XFc54li9kkS2LPdaDkRVHoqnI+Pc+K8vnLF7fvv/HVb3yz4jJM0/P+oNXsqKp+dnLav7ho1xp5Gnc7GydHx/tNb23JQYRJKbmQECOI6WcPH0VJMpnNddOgiuo4Tn8wVBRFri47nc5i5ldZ3nRrUlRYAo2SMs+SYJkXcbPuEgqEKHVDjaIgBzXTsSEi49lM1QxFNQsuHj1+bNtOVVW6rsVxbJm6P5u22+00SQ7P+rqmMYl4XiAhGWMSo0xU83DV2d6crfxGo1GleZnlnUbTn8z8xYxAtMa5EEIwgRBjgKAEqLGxEaaZgKSUYDyd/bW//tf/8l/9a0IoAACSF5lIY5UpntWBcZjOJ6qqdtoNqOiIkJJXaVksVstinisKJRQHqzBI85eHx45pLRe+Y1mrIJ6VPq+qNMuSJCmqEmCEMQZIJmmkKApcO2IoVRRNFRwCpBnmOto+L6tarebWGoSQNXtsMh9LCdM0XVv6HMcpkljTNCA5L5GUHBOI0ZoIIqTgmFCFsU67PRkPwiCOk7DI0jQOq6qazOeTycL1HEQJJoAqzLZtr9db71N3d/fXQvLB3j7G5NbNm5bp5GWhaZqUklLFcZzz83PN2fr84w92d3c/+eQT3dB2dnb+7n/7fzFNs9Wsv/Oltw8O9jRNo5TohjGaTU9OTpLRaD6fU4p3d+4bhtHvny+XiziOPc+7fp0kUfzyxYu33npLCvD5Z59MJpN2u/nk0cONjY2dvf0f/vCH3/ve99bZefV6nZLmydGrTqsJeFEWebPmnp6eIoRmk8n9u69ZTq1Ii/PxyLQcRtUozWazxfXr113HSoJV/+zo2ePPX793f7Xwq6oCQkJEyrLEjLme59Zq//a/9ecuBv3RZGZYJkSYEBKGP6qq6vGrwyCKFUyLLAv8ZRYnkb/CUji2niVhvWY3WzXCCBeQ6cZmo67a2wDi6XTWbHUoU6cL37Sca9eub2z20jQ9Pzn5lV/5ldl0XGbpyxcviiK7eeNGkWZlnJYoy9JUCNFoNTvbm2Gevjw93t3dNU3z4ux8b29PFKWEwDZ08AWVTkjJqwqAqhIArKK4grACcF3WEOFOpws4/wJghyTgQkRRFF7OqpXvKFhTFIkgBOD0/CyHA6goXIg4T8MsUlUlLSVUjBLQ0TyIg8iya3FenB2fdDfaeV4UVSmlJBhrmkIYxRgTxtYYDSlhySuFqVRhhNA4zW3bNm2nKkWWZfv7+wjhDz/8MM4jx7J3d7aCuQ9ElSQJpVQlpCwygQrOOYCCQAglqIQQVSkZTgteVmLhh5PJJE+SqszLPDdNVVVV09A9z7McT1XVkotGo8G4aLRb8/l81B/s7e2FYejP5q7rFUXx6uXRfD5vtVpFVUZR4jjObDYL1HqWZR9/9L5lWVecK0CWv/SD7+V5vr27ZVmW47llWZz3L3zfxxi7rvvO2w983+eiPD45Pj8/NQyt3vBu37l5cXEhZBVH4Y0btx4+fLjR3nj14mVRFN2N1t07tx8/eSohKisxnU4ty/J9HyEUhaudnR3Ay/FwUnOdjz76iJfFdLXa2t35xle+/tP3P3r+9PnW3v7Tl68wYZvbDs+K/+7v/Z2DnW0CpKUpO/fvbnY7Rw+f6rquK6pmWnmeT2fzRxcXUZzWG62sLJii2Z4LEYYQQiFrjruzd4AxvnPjZjD3x4PLdr0d2T7FMFot4yTSDct2PIGqMhWKru1dvVpw+7PPPm9tdLLpXFXVbnfz9Oxsc2dnDS9ut9uLxUII8ejRI15VGGOVMlByxcSaW0MSFEUhIFjM5jvXrxRAWDW3LMt1NlAaRquFv1FzpZRCVJwDzktRcS4Fl3CdQ6JruoAkKcrNnc2vfOUrf0gWJVRRL0+Ozk5PXSJQllVRJiquKEZjY3MWpSWiimllvJz5M4SAV3O92s756YnheEkYbdebQRACgCCh/jKglDKm5Hm2Wq3CEFiWZdoWYWxtr5cQrTHabq0eRZFbwxhTqrDZdFEliWGYzWYzCII4jzBEO1vbn84/2NnaHl0OFcsKfV9VVY5gVeZSQgSRgHwNB3FsdzQaTafzJM4ELxzbKfIMm1JRabvdJowlWa5Q2my2oyRut9tty16tVndu3JxNFyplXFE//vhjKUC92fD9VRBF8/k8yVJV1desRLfbDoJAANntdms1t8xSAIRp6hDC4fDy488+WS+P3n777Xan4zhOXaKPP3x/NJ2oqvLNb37z9u2bJ6dHZ2dnAAAhRL1e//nPf/4LX/36b/3Wb+mK+q1vfef+a7c++uijb33zG2XFkyz3fd92vLW7udNuLmaThuecHB1+upiZuiYFv7p79etf/0Ye51d3D37443choKZivHj1Kovi5XJ579btJ59/cu/WrUarWaTJ4dPHDLMiy1f+khBmWqbCVEVR5v5qPJlUnANMRqOR7XlcCAQgL6vbd+/4i2W7syEqsVwsN9od2WrZujYeXg4vFa/RkAglaR6nCQtZVuRxEpWCS4AazXaj3UGYMkUVENTr9VqtdnZ8UvO8o6NX169fT+Lw+vXrz54fkka9jNPlbJ5muWmads3FuooJ/Df++C8NxqM4jvd2tn/8w99rt5sHuzvpfLZGFwhZVUKINQtUQtO1k4JTTS844JA0Gg2nXi/SlCjaF17G6XS6Wq26W22MgD9cREFoWpxZoQAYIBSlyXTlT+cThEFaZlGqDsYzAolmWKbjJHEap3m3t9Vq1uNgFcWBpqlNtU0IWqcBFUXBpXBthzGGELp6/Vq3u3l2dta/HFVVlWQphNB13SAIdF1/++23j8+PwlWw/pVkd2Oz282iUBQFBKKSAkguBAcAQPnFhxIAKEkSXVWazaYU1fZmZzGfqZS02+28SAEiCCW7+3s3bt35/NFDQzeLOO2fnNmaEYXhq5cv+4PB5WjImDKbzSzH7XY6UZJgSprNtqZpEMI0Sw/2954+f2ZbJsHo7LLvOPajR4/+wf/wD65fv761u7O9s/PGG2/cvHnz4eNH7/70J3Q69zzv+9/97sG1gyxPzi9O+/1+ECw5L7e3t6uqevON1/6n/+mfPHjzwdbW9le+8iXX0fudzt7e3rs/+emde/c/f/Tko48/tW17NpsN+ueuqY0v+8FiqlEUR+GtW7f+3V/5d168etnd3jk5/qjpNY5fHF29efPKzt5gMOBl0XScvd6WAuE/+h/+wR//wfe7jYam2FmWxXEcBMeYEkXTVV1rt9u1RjOK48l80R8MFEUdTScIkrOT09HkRKVsOpkoiDi6Yds2hdBQ2GI2NSzTsMyKcwEk0/RlED18+rTfTyaTydHxqVdrNOcLTTe9RsP3fcdxLi8v1yjXL33pwaPPPo2i6OOPPy5KudFqt3q9uuOutwG6rhND02z79PTU8tyTk5Nv/MLXQcU//vn7jUYjElxKKWS1lkRKzrkUHMgsL6pSpGVQCogVfe0QzfOSKGuL7hp2oRtZkvIooJQ2Gg1FNbMsSwSMeJIJkfOKUprkyfmgL/rJVrdrGkYaBmlevvbmW8vZtF5zqiy1Pdd2zKLIkzzjvFQUahiaYlnrLO4sy+azRb/fD8P4vQ8/0FSj291kjFmm1mg0FqvVYDCo1Wr37t3L0+zhZ5+32+3ZbHZt/yBa+p7nxaslwFhgLKUAUAAOpORSyvF0EoZxs1bvdDppErhuzZ8vCGHT6ZRzfnDtaqfT2dretSyrKirP8xwJ/fniN37jN4Ig2j3Yj6Oo29nY2dvLyzLNC8uyNMMoeaXrJmNsa3u7H+UAiEbNO3r10rStrZ3tV69elVX+9a9/3WvU79+/39vc1Az9xYsXz58/Pzg4aG/ttjrtqiqfP38ehEsuq3a7Hcfh7u7uhx9+rOt6EqWvvfaarusHBweWYfb753s720BUhmEYhrGOa1r31kWuUyh63Q337i2eJwqjW72N3/qNf8EULY4yJNG1K1ejzx/+/N2fvPbWm5KLYLF8+OlnnmUEy9Uv/eL3MERpErebm67r5nk+Gk+Hw2GSZoZtOV7Ndmue61qWwxjbP7jSnkx29g583z85e8oY659cRKtAJcrFxQWsBEYwWi6EALpmEgWquqqa7GJw3u/3Ly+zZ09fffu73wqCYLEKXK/+3ocfmqb54sWL1Wq11e0t/cXGRvujjz5azKd37txxLCuO4yrNNcoMVSsFxxhrmpamKdaUsizr9TrG+PLycmtnO41TQogQAgixJgGVZck5L4FYLgOBaJjnApJ62wzDMI/j9cocAACLcnr49OF/9b//z21YukyG42HNNMuSS8iSQkyX8XjmW7VanucIAYWyFSVrKwqWwjLMPEuKNDvY2S2yfE0dD8MYY2yaNoQwTbIyW169elUAqeh6xTlV1Fank2R5EEWD4aiUstFqKpohpczLIoqiN9588/j4eLXwyzRbzWZVlvM892dzDKSUHAAgsUQIQQzXCUDnQSErfvvWDVEWhq4Fi3m72QiWC15WnufVajVEaBzHQZRwLjHGg2gOuOB5ATm0mMow4VlRZoVlWbfvvxZmSYWA2awtwgirTAJQJdV0Op0vFsPh8Nvf/rZhGBzIs7OzxWLxzW9/azgcRlEUxNGaSXf16tWSiaOjIwKRZVlXD654jvPws88no/Fyvuh1u4vpbLnwTcO4ee36eDz+83/+z7//5OL69euff/pZlkQ3rl0/evXi0ecPr1456DQbYbCs1+tpGquaAgBYO7GDVTmaTrZ2thTLmPjT6XJxfnmBMPBsR5blxdHRcjL5wbe/axJCJKzXasO8WOPUqqrqDy6jKAqi+OLiIk7z23futVotSIjjOJiwNdBasRzXtqbDy3jlP3v4qUmwbaiT/hkC4Mb1g+vXr09n441ut6jK6WLuum6YlXN/+erlsarbe/vXB8NpUQpDt5IkQRhE4VJU2d5u7+MPfz4cra5fbe9cuRPHcVVVqqpqmkYwW2cvbm5urRGyy2Xw/PnzNE13d3fDMIT+UkopJV9fLCdZmmRpVlSrOHHrdazocV5mQvyFf/+v/LVf/dWiyIlmAgAIJUxKyZiCOCcEapqW53kcpxKyMC2zjEsppZSKoui6SjHZvnqlUaudnp5EcYYhIgg3m81VGLq2TTGp1RoIwLLkRVEACes1XBbWeDrZ3z+Y+QvHdfM8v7y8dGt107RbHQkQxpQslqskSRDBCKGPP/6YVxUCMEmS8XicxwkSIg5CWZUIAYwxYgghJAGQUEopsxQgAMMwTINgRXCRRb12Y6PdSbMEQ7RYLHzfH44nq2XIgSSE6S0XSOladr1R1xBRCG3W6nWvvvD9dnfDyrPT4aDKi9l0mpXF0emJa3hRFCmKUvO81Wo1GAyklHGWvvnmmx++/8F4Otne3m7VGxDCra2tsixPz0667fbu9vbm5uZnn3z6w3/52/s7u9f2D+y79z/+8CMM4P7eXs1xRcWvXbk6Ho7CcIUx9P05QqjkBcTYsAxM0WK15LwseaXqGue8FNVwOuGc22oNSvHk6aM3HrytMuX06LDeatq2STHyHLftuP50YhgGkZBCoBuGSdlsNgvD0HGcRqPR6/XWmQcnZxfPnj17+vQpZizLsu3t7Z3dfc45Y2w95CEIN9qdLFiu0Vvj4XAdQ0WVHiJYYcTMbct2Gxtmb4t3N7ZOzy8vLi5qjQ4X8OT4TFVVhMFadIqiaH9/v9uLPce+uLgAACCE1oTpsuCmadbr9efPX7iuixAihK09wovFYjqdouXqC6UaCAnBGmYAKWtudOfLZRBHuuVgAP/4n/gTAGOM6BcjIwAgTTOEUJ7kqZQIwjAMgyDSDDfNC8Z022Oarq9/XJZliqLs7+/ruh4sl7PJJFgtN7vdIstV3VxMZ0k8VhWdMQYEWOfxMdUeTiYcyCTN3To5PTpttJqW1xBA8EogihhVazViGEaaFWEYPn/5DCMkuVhMprPh0FS1TqPhed5wOKBfDOxYQAkA4EJIKXleBHHcPwGU4K3ehoqM+XQ2n02X8wWllFLKAYAQtlsNz6vbjlMyNJvN6l7tYHsfSFnlBVXUnFeA4h//9CeqoY/ns9FscjmZvv2ldzr15tWDG/1+P45jSul8NgvDMEmSOEkAF6vVqtlp26bVrDeklEWWv/vTn1y7tv/mrbtpmv7sh7/v+/4bt+9e2T8YDodnxye9dsfUjcPDw/OZ//Tp06999asaZW6tIUEVJqu9nV0BZSWLUpQcgrLKFEVJeV5zankUMUWtpMiKXBZz27Gpit/7ybtuzfnml788mU6PT46+//3vq4xOIbIZY4gwSuejyeVwbHW7mqZVVdXv9xEmBwcHjUaTMTaazL78pQdn5/2Li4t1B/zq1atr164dn1+YuvrW669R2Ab7W+PzsyxchgTu72232xv9fp8qLIyjJMuCKKwtatfv3jd0MzLytx98KcnKweVkOJz8qT/9y5eXl9PJaLVaGDobXV60Wk6r1VBUtgyrxWKx3pepqq4qpMjz4WBo2/Z0PAmCaF3EhmEwQtM4iWfT9d8gBBDBlFJECUREAFnwiqkqxBgj2jvYB1JgVfniMFVIGYYhlyIKolJkNgVrIwOlVMocEaJAvP6YqNXcJEkYIefn54SQN954M1oFn37y8WyxzOJE102qai5Tdd1QmVJVVVVVAkjLsLa2d5M0BxDPFsvPP//8tdffzIoKQJRkaVZWs/n8fHAJAOhsbHieN+j3RcUBF0hIXddVpqRpGld8HVUoIACcQ4AglBBBhBAvK9cym16NYAB5FS79cD6LwlWWZYwxzhjCFACYSgklSNP4+t27qBKddqfVaoVB4GfZxJ/PZ4vJZPLy8EgzjO5mb3937+qV607NG4/HH/z8PcuyNjc3NzY2oihKi3w8Hl9cXLx6+XJ/f//WteudjY00Td977700Teued7C5Pb8cnZ6ePvz0szfeeOPK9u4n731weXl589p1x3EYpZaml4Qe7O7NJtPBRf/mN77x9FlSlImA5fnFMWa4BNXEn5qaSlQ6Xy2Zri3TuGE0mGVWGJ0/f2UtLdu2Z6PLcDlVMaw4f+f+axteTVRVSKjmemWWrym9wWJWLhadTgdjvFqt+oPLy8vLnb19y7Jef/312WzW68n187xG1v7oRz/a3tuXpRUul4DnlqK0m625rCCvrl3d52UVxlHbbAsAHj15Op3PTdOcBdGf/uU/c3p+yfmy3uzcudPi4slwOBCCV5wbhtGoO0UWz2ezYf8CIqCo7hoIjxBZK7+6rtuWM5lMiqIoinIdrBrH8dIPVquVp2LBv0A5QiQppZgwSMkySTIBbN2czKZvf/lrQPAoTU3LAeuyzotCCkgw45yvgpXumo5XcwFK0nKd9gsR1HW90ajt7e1JyX/93Z/+4Ac/MHXj137t1/zZ/Gtf+9pmt3d2eno2GGy02o5rp2k6HI8457qqKYoynS3yPJ8vV0VRAAg13UzyPJ2XcZr5vp9XJWVqs1bHjMZRdPjqVa+3EQdhmiSKQnRFrfJiFYWIS03TpKiqSnBZASAQwYQQhFDdsgAAwWKRJhFBsMhiBSOEkKEwxpii6oqiUEVTFFXVNYVpGmGb7Y12q52l6YuXL0fTSVmWs/nC87y3v/rlxWxeFEVRFLud3osXL/r9/oefnX75nVtv3n/Nc93JeBzHsaXpN69dPz09vXHtumPZlxf958+fAwQ3e73bt287hP34hz82TfNP/7E/ZZrmww8/Gw9G3/ja1zVVffr0aaPReO3e65eXl2+/+eAnP/nJRx99Apo1znm9Xo+j1XA4/MpXvjIcD4qiwCpTTD1brSooAYKQYtXU0zK/sr9JKX35/EWnbqtMm170X3vttf2d3Yfvva/relGVjKrj6SQtSkhZe2trOvfPz89d1711+87u3v7R0dHz588dxzk8PNRNu16vU9IuimK5XGqM9TodS1fLLP7k4/eJFBrFvWZz1D8jANBb14GQrVZH0w0XQKpoO3v7tm0DhP/Of/f3Hz568p/8zf9sY2Pjxctj17N1zQzDUFEphhDI8tbdOydHL1bLBSFIljgHkHMJAJCACyFBJUVZJWHEuVz3lxhAKWBVFIamISyBqCQHUggAUQUggAABKTEmBIdJvIqjP/1nfyUrC92wiqokiK7vralu2aqq67qRpStFVbe2tnglDk8vbNs23CZR9Wa7o2hMQlCV1V/7q//RarVCiPzyL/8ZlbL5fP7k2bMkSje6255jE4TCMK4EUJnGVAUCuFgFw9Eoy/IkSQBG3a2t0XiqKMrFoE8p1QyryPIkSw3DcF3XNGwoS0NR0yiuipwSggHEEOmqIrlYi5droWfNZ5IC6IxlWTafz8oMODbSKAOCM4ws00IIUUoYZarKdF1XdYMxRiUsiuJyMBjPF4dHR0mZE1XhBAZ5AlbL67dverbz83d/qhE19JdnL0//3L/5i81mk2J0/OLF2eHhKgw2Njba7bbCyGo+k2VxdnE+Go1+5Vd+xXXdV69evffisKqqdqtl6PqL58+jMPyFr30tSZInjx8bhgEAWD/2juPEcXzr1q0i9F8eHb/xxhuFrhRpNJ+MJ+Nhd7MHIUAICiDjNKkEj8Ikz8rpZE7DKYYoS6M0XG13N6/vbPEw+OjH75q2BfJSpQQTsrbbKYbu6NpiGZyfnz9//vzgytWrV69ub2+fnJys75CLLHnxYuY4zv17d0aj0cnJSa/bmUxGkOA0ClVChqPZajxUCX79/n2VKQAAE1l+EGq6/uZbb5u2leSZYViW7bpeM02z4XiUZClhrBTcch3D0MLV8ujw1jh7QAAAhc1JREFUeafd9Ly6aZqaykCBp9PpOvRCZUpZVnmeh0HgObW1EyXPS8mBlAIIWa/Xo9iHmFEmMcZrxxemRGIiEcJMmQXx/dff+O73fjEpKogQFxX5A4uuous6hFjTTZLZmmbUa43ZbOY4nst01XAAU9yak+f5crkoiqJ48dI0TYSISlma5OdnfQjwzu5+HEZzfykqjgG0bbvM8n6/v5jNvW67FCIri7zkkb+SAPX7fV3XvXoNQaKqqoBgHeQAIVwu50m0vHLlSrPmxWFECYFC+vNFGIaGpjKM16ikNR1mjfqLi7jX2WjVvLLI8jgqixQz3G13Kl4wxnTTtm3bMG2mahBjAODDTz4NoijjJcBEMtLotJvdjuN64/H4448/NQzDs51ms3nt6tXbV69f2drdvHIQJvFsOp1Op2+8/johpCjLi4uLhuN9/MGHjuPs7+/f/MY3MUTPnjydTCZZln3ve98zTfP58+dZln3rW9+ijP3tv/2379+/v3uwH4bh2dnp1u6ORNCqe/vNpkSFrakHWz3Dstr1mq6xhut86c23Hz97KoUo0nSa5ZqiQg4VQpEEK3+Wpem92/ewAAyTumWHy9VBtycAvJyM07KihmHVvXkUxMtVJcX9115vtTuPHj06PT3lnHe73Rs3bui6nubF4eFhzbV1Xfvsk48451f2dxVFYVjoqhYsF3kUgVwr0+Tq9Ttfeuft09NTLgWlim4I3bJam1vD8XQxmlKmX7t2Q9XtV4dHUZohokIAmu2G7/uapkkgdvZ2TV2zbStc+QAImUlFUTqdzhqZuZ5lHdsbDocQQk0z1g6uMAyn0ylCxHTUdTUzRiilkGCIkYR4FUVEVWCc/pk/+ysA04rnHABIGBBfWHQRRjQvOSEMKQrGFFMSRUmz2SwkjvIyDKP1FaimqZ7nAaa+cf+1Fy9fHr06DMJ4Mpk0Gq35fI4x9ueLNIkowlJUwXIRBaEQ/PBysM7wrdfrEoLBYNBqtQzDWKsrmGJ/sVoul61W6+DgYH9n9+HnH/c2upzzxXTGCam73toTJYRQFMXQNIwxhKIsqyAI4zizVZYlaVUVCAgIJAAgDtIJnLTaDVVVbcNci8GLxWI6nwdBeHk2FEAyXTNrNcyYEEI3jFt3bo8m4+9897ue7chKfO1rX9Ox8uTzR816vX9+ked5mmdpknzp7Qe7u7vHZ6eDfr/WaLSbraqqkije39kdjUZHL1/V6/W7915jinZ4dPLjn/z0wYMHkND3Pv64u7Nz/+23wzCkmn77jTfeeOONzz77bHv/IE6T0csXuzvbDMDjZy+2dndUy2m4js7ozSvXECKg5FEUN2otx7Lq9XrTdtNdT6EsWcWyrBI/mo2GG+3u8PKy1+sVSZpXHDHFdV0/SaoqTqvi6dOn9Xr9zp070+l0PB7//u//vmVZd+7ciaJIV5UwDPz5TKE0KYunjx8pinLtYLvZqCWWmkbhnWv7lxfnXs15+fKlpmlAQkQJE8p04TPDzrlodDY81/vhj35cbzaKohodnnAAhZTN6cS27TiO0iSxDX2xWKoaxVSxTV1mfLVaFUXJmNJqtRzHERwQQq5evbpahQCAoihM03QcTwjQbDaDbIExZowxxjCGAMFKAAGkgCBKstli/vaDB0EcYlUpAQ/jpKFZAAAoZPGT3//t0dHzhz/9PZwvayqJ/UW73c5KOZ6vAFXf+tJXllF4dnY2ngx3t7Zu3n4tz8swilZRFEbZKojCMEySbLVaEQQpIQQCKQpZlkVR8Krgqr5OCl0nCrx69erevXtVVS0Wi06rfXR01Gg08jzf39+vqmoymdTq7noxsVwuj4+PF9PZeDx+7bXX2u32ZX8wGo3G41kSgVZLsW3b932QVbZtNuseYyQKV0kUubbZ6bRc11UUBTOa5eVsMR9P58sgKIoCFnB3f88PA8PziKG1t3ongwsJYbvd3t+7stXtXZ6cXZ73j5+9sjSjUavlSK4Pnev1uqqqF/3++tmTCAohXrx48Z1f/K5lWS9fvnRdt9PpXL9z/+nTp7/+67/ebDb/+v/yV3//939/MBgcXL3y9ttvvzo8DILgwYMHZ/2Lw8PDRqOxWCzg6NL1vKIqHz15urW/qxrmYDT0ao3t3f2SC9u0six3LbeqqnAVaJoWBsdxGBlMj1dB064rmBBEkyQVQjTanfc++TTIslq3fXDr1ovDVxkvx+eXvV7v6tWrZ2dnh4eHeZ7Hcbw2ArdardPT0zW19vHjxwCA0Wj0Cw/uASk6rTaFYD6ZtluNjXZnOhobtpPlpeV5llfLhKgATrJ0OBpjANqdjcViUVT899/9qe14915/LU3TIAjKsjRUTVMZlFxTmKZpvCovXh7X63VCiGEYFxcXUsA8z23btm0XACCl5FxWVbWecDjnYbHKsgxCsLaK+r6fFjmidLEMXp6Of+3X//E7X/26abklgElZUko1gQAAsBL5T3/0Ox+/+ztHDz9oKMhVULKc25brh5Fdb3vNzsbObv/ycr6YRlHUaNSbbnM8HidpjogyW67OLvoQkV5vi3Ne5lmaREUS8zIHsmIQIoQiRNdj7NqBEgXh1atXszwp0szzvPl83qjV0zTtbXajKIqi6P6911arVZwmWZZNp1M/WE2n07t37zq2l8ZxHMeX/UG/36cIa5oWxzHm3DRNglEah6IqXc9qNeumaXJeAgSlgHGRRXEaxHGe52UlerV2UVVEUzY2t1ZZIik2XHtza3s8Hrdancuzi8HZuaFolmYSCTutNmLEsiymqXmej0ajs7OzJE1t2/Y8z2vU33///Xv37p2cnW5vbzuOc3BwEEnw05/+NE3T73znO6PRaDyb3rhxY3t7e7H0i6JY430/+PgjKeX+/v5PfvKT7x1cMy3r/Y8+3NrZJqo2Xy11y575S6YqQCLBOZCQFyUCGEiJATRqglEaLkPEpaUbjm7Liqdxet4f6LYFCJ0slyWUim0atiMg8CfzJEm2trZs216bJF68eEEIydLk9u3bzWZzjdD2fX+9f8alTxGWXBia0vBqCqGMsZrXKLiIk4waum57HFGqaZCyVRjpBOV5qeraeDoN4+T/8Q//4be+9R0JQZIkeZphDBEAaRxhCNe5Iuli5TiOruu1Wm0wGK7hmltbO81mE0IIAV4fz3DOq6oSQvrxdA0JQghmWbYMAy6Fqumj2byzufV/+m/+jttoA6pUACJAJQBMCAAA4QDatjuezIq8NGoNyFNEWJJnum60222oaoeHh8enp5RhQvByuXz56SPdNCsB5v5yGSalREXJBxeXtm1DKCkEGAkCBRaikhwBaTS6RVGsL6R5VbQ7TcvQMBTdVkuUlbRtDDiBwlQVg9Lre3vrBQcHcjya1Ov1zZ3tly9fnp1elMUsTVNecEXVNze3KcJlWVYF98NZJYHGKCHMsCzT0vKKh5OpqrKyLLOiKiQHEDFNp7ohJayEvHr92sb25uHpGUX49t179Xbrw48/TtP02A8//+yzuusd7Ox5trf0/Z2DPU3TxrPpGnL+Be3YshRFWWNDOp3Oixcvkiy9ceNGr9cry/J3f/oz3/e//vWvX7158/fefVdRlGarnRfldL44Pj72PO/4+Hhra8uyrEcPH+9s7wKJ/u5/+/c/fHj0X/8f/pbpOeeXY8ulvV5PAoQRGg3H7UZjcNFXFdW1nZXvQ0wo06bz882NLlG0qMjLvKCKUlEUl+Xu9pbZbDx88ng5DHdUFVOy0dv80Y9+9OjJ02tXDm7fvt3tdn3fD1bLzc3Nd999t9Wo7e/v7+7uUgwfP77c3d2lGb+8vIzCUOttmpomueBlCYEIw1UQZzyMkB9BVXNqddP1mKqrhGx0a3lV5iXXTev111//+je/IYT45JNPkiQRVVnmeRLBOMsBF0kc25qaFvl8ueoPR1EUeZ7X8uqmbc8WC4QIIQRjjBBaX/1ICAzDYIxVVVWWJYS5oiiUKYZlZhX/k3/yl5sbG0LASkpeVoh9sYsBABAMaXdzG0Js265Xr0WTwRrwMV+Fiulg3ZwvAymlBGA6n132B5umdTLo52Vl2J6l6UGS5aIydLXX7WRZkoZBliQ5L1SCdJWpCtU9RwjRqNchhPPJpNNs2papUewvFlVVGZqqK6pGCJU8iIJKpWVenJ2cZkXOVE3R1NVqlRcVYXQ+n6dpXhUlBhBDUhSV7y/nc9+07aooBcbNjU7dc4siC1Z+nGVhmuZVyYVgqmbahmk7mFIJEcxyxTI6GxuFkITSOIyiIDx9cagoCkC45dWvXbt2/eYNRhTbc826Nx+PTk+Ph8NhlmVlWbY6zZ2dHcuy/NUqTVPPc8bTUb3ueZ6TpvHh4eF4Nn3nnXdu3rn96OkT3TK3e5sQwsPDQ9d1d7e2Hcc5fP5iNV+895OfFkXxN/7G3/in//XfmSxW/+V/+Z87zfZkMe9PJhu7u2lZlWXFOT8/P19PF1gCZFvT8ejGzs2qqopSWF697jWeP38OIew0nei4gpyfDC42e9ucc5Upl+cXEoKN7f2NjQ3G2Gw2++ijjxzHaTbq+3u75+fn7WZ9nX+58hfdbrfVqLebDUPSwcWJZ+nb3TZGQlVUXTdXQUApVVUQFVVa5EAiFKeA6UxRBJaapsV+mmTp6fm5bhr1Zm08Hm/vbsVxzMsqS1JFUbIkFWUVqWownymKIiFIs9S0rWarw4X45LNPCWGEEEopY4xgukYJAwAwFZzzosiSJInjmHOuGjrEhCB659ZtAFBVcqqwlFe8yNdyDQCAcMEbjaamGqZbJ5hGUVIm2RpTMhgN47yarUJFUx3H0jSt2ay7GAfLRRSmJVWYprcaNVW3bcfxg5UoCSeIEwQhUhnRFaKrNIojVVVVVSEQrTCWokJSUIIIgghJU1UIAgDKNAxXswnPkkmQU0oVVW2321lV9fv94+OT0Wh0eHSia5qumbqmKYiIUmBEu93NnFdJNo9ni6Isl8EKIZgXaVUVVVVBjJiqGo7rtZqOVyNMkVJSXmmGUUGJMJZC/OzH75ZlyahCmdqoN3uvvYEpURTFtBzNsV6cHL349LPlcskY8+q19R3Y1taWYVkCAIhRHMdr6BZTladPnw4Gg52d/ds3bs7Gk3/1L39re3t7f29v6fsnrw6/+tWvxlz+03/0Pwar1ZVv7L59//UHDx7ky/CP/Zl/88rhqwqTjMt33//g3/tL/8HF8HLe70MkozCYrnyqKo7nqphqmsalmM5DIQSHbBkXhicH85mq6yBYUcfmZXk5m1mee/PmdcuyXjx/Pp/Px+Nxq9XyPO/i4uLi7PTi4mJne4tzvg56DFdLfz47OjqKgmWv16MYhtNFzbHbzVaz7iVRDIFgjDBGASTAYBxXvKgKKYIwjgvBDM3sdj979FhR1aoUQoDxeByG4WKxcBwHY1wVJcWsSAsECa8qDmCn2Vi3l1GSAEQEBJhRgNEyDNaKByXsDx5sAADI4uV6joyiIMsyiBHTVDr3qaZ3Oh0gwRr7TQgphZR/+FqXJWcMSSklgqvVarlcijyVUs5XK8g0w6ubpslUZblcFmUeRQEB0FCYtPRlHGVl5TTaUsDlahVFEZAcyoogqBJFIRJDyauyqiqKMMVQV9VOp4WAoASVQnYadV4WkldREGRZFvpVEASLyfhsGlFVWQUBfp8sg1B3LKZoc39x9+5dhJCoJCWEIrpc+NF8gSBktuXUG1kSZWUeppnjWBoxozQCADJNtRzHaTadetO0LUwVgKAKuKIoF8PL93/ynqHr4XKlMgUCbqoaFqDhegLBJEv7k0kQRx98+KGSlxjjerOxs7PjOA5AKIxjf7Uajker1UrX9ZJXmJIXL14EQeB53vbm1mg47Pf7SEjPshnEr07OZuPJ+GKwmM2/+c5XLi4u3rp9T1XV3/1Xv4Mxvnb79ZPh2Op2HUJ/4Xs/eHx8BBD00wQh0B+P5uEqzFPEaBjHVmFKBIaXk3qz0ez0kqKarcISE4zw5WIOCa5EFefZ548evn7nXlkUVZqPLgY2pFLKoijWpBvf9xeLRVVVb75+PwzD6XhUr9clL6fTaZqm0+lUK6YHu3s1187TBAARx6EQotXu+UGsM7VCVQELwUFUFGWWK0X5bBmcn59Xoqo1G4+fPjEs/fLyspLCch2McVVVqlpwzjVNE5VQFY0XMVXY3sH+7v4eY+p0Og2isCi5ZdsIIYS+KGghBOdSCJEkCUKIcy6lpJQSQnjFV+mqqWitVhsAoFCaZYWq6n/Ugqzjb4oijbMUJ3GZr4qiAJxTQur1esbReo1ZCR4EAWWEMUbLcjSeCwS6G5uIKP3pIsmHpu2+8cYbeRqHq1WeLCEvdQpMQ9cY7XT3TNN0HMc2jYO9nbOTY0NXF3E4mkw1hRV5nkah4DwIluFydXo6kbqxCuOsBLfvXWEsH41Glu2qqjqfzzmXVVHaptOo1Tjnq1VQFWW5XBiGoasqIxhAlGR5WeZJEre7G7ppOJ5rOS5ilEO0pl1iVD1/9XJ8OVyslkhIlbKG67m2a1sOJDRcrphljOfTJ4eHM38R5+l+b0fTNM/zTNumirJ+//KyyPM8TVOvXovmc9d1z87O6q1mr9frtjtPnjxhhN6/e+/O7dv9s/PZcLzd2tjtbt6/fuuf/KN/fPvWLYMqv/b//Mee5x3s7M3CsLd/wAk9HY3jIgmikGpKBoVKlajIsKrmkkOF+uPAdd1aqzldJpbpea1azqsoSxu9XsGrPE8RBI1GHWN8dnT46vhos9XRVOaaxtz3169gs9kEgqdpapqm53mz2azdbOzv78+n4/WHe54m56cn97ZdIXiaxBgiKUGRV1LCtXjCTFspOI3zDCAlzbNKGpZdLRfdzd75+fma2HT/9Xszf2HbdpIkaZFjANeih65oEELTNIPV1Pd9AaQQQAJQVhVTlFpDZYwBAOQ6PbEsq4KXVVVVFcOEECKJVCmjFCNKgiiOZrODgwOs6UACgHGVFhQACMAfvdYYoyITeV6gLKvSDGNMsMIozapKIYpp20RVbccxTV0CEQRLLU8bTacoBcPIazY3dw/ivFwFEQBg3WtQ6VLEFQwYAgRD7nmEkDLPCkb1RmO5XPI8Pzk6BqJSmXI5uFjNF5RiXpSM4jAAtom63XaYxFmWJUnieZ7r1cfTiePVPd2imBiayQhZzBbrC/R5nuZFYZqm6zpAlnEcCghsz3U8VzN03TQJowLAouSAVJDgh08eT4YjlVDbtou8cBxne3OLQNxqtWqt9jIOp+Pxi9OjOEmpqrx+62YLsU6no2halmWDweD4+DjJ0nUItG4a60j2mb+wPbcsS9M0NUVf+cH+7l5VVY7p/MOf/FxW/Otf+wXHcn/tH/+PUCJTMw+fvcrj/OXw5Z0bd/z5QtE1DtF4NlnFUXOjOVssTMuSVZmXJWI0LXJUVvPFolVvmLZ1eD72V4Hh2MzQFqPLjFdTf0Yo8mfzOzduQIwAAO+//77xla/YmrHZ680GoyiK1oj4TqdTlmWepU+ePNnqbbx49hQA0O20Wq1WEoWLOPY879bNaxcXFxCIutdYrVaMKaqqnp+fX71xG0IEoUAIUawoAgEiLMs6OT3Oy8K27cXSv3PnDud8NBrlee77flEUGlMoZrysGKbrORsRomjaOum81WopupYkyWQyw4xKATjnvKqKqkqyYj3MqFUh5ReGc8YYokSIcL2gBZyLvEC6hTEGAMRJov1hYmoBMsR4c6N2/PgoW4x2OnWVIE3RXKrGaRllRSFkKaQQol7zdEZ1wcrlUiPUMr0wik8vT9ud7pe+9LXheHx2cXrzzk2IBFPpKlrYzcZsNmkRsLHRvDg7/eDdjx5piqlrRxdHq9WKVzJM0ihOSyEoZkjRC14pW3haKRpXNg8OsiR12nUpJWGWqsI8BUWWdTqdxTIdjyevXh2apqETIjVk1t0giVeXIRRSVOX21tbmRlfTlKqqaqoXp3Gy9AkhJ5PxWpPx9JosCyjzjW6n6dqyzHsbXU2BZ88+DqJ4ulhZmtZttnf3DhAlEANI0NxfHJ+cffrw0eVw7AfF93/w7a1r29vb23Ecz2cTzmmns1MW2WoZP33ym0WeyyrXFeU3/8Wvr4LF5ubmaDEqXhajYHrjxg1S04ez/kU8vff6vdyAF4cDPde1TDM0/Vp7N41DveKOQLOZb0vS29mCWYkxrrdaRs1rN5oX7/+Uz7GxYRej6dZG6/D5ixaiPMt79c7lJw/rjl2OZizLPvrJT29eu763u9OT6osXL6CUeXrYbTU32+3lfLLddJCoSMplVaiFzwTeNOWmUbdtG1Wi29xAlAZR7nR2JGF+zk/j5eDpUbuTtLq9R69e7e4fFGmia5oOi929q+PxeLladBpNhEAcLNMoioeXruuGq6Dh1Zd+tFgsG17Ltt16vc4YMXUdIWRoepkmsCxVAK50NwJ/CYAUElYQJlIqvErKoszzMF1IStOyspza8fkiyopCwObm9X/3P/jVVVCZtgUA1VQKJHA1vSpKQDAAgBBAKFUePHhw8uSjzc1NmceO5wohAJBxFCzDmBKFq1kSBJbKVEZxIdutJsak4pJ6bqvZ1HQzDvzPP/ngK1/9aq/THk0vW816GMzjYLW1uZnNw6IoIMSEkHAVLBf+cjGL4xhIJAQAAjBMIIBAcigkhqDbbdi2ramKrtE4jhljEALHNSzLWiwWR0evLvv9Gzdu6AYryhQXYHO/53nefDLVNaXh1aajcRYnQbD03G3NdXVDDaPV+enZMlgJUemm4brby4Vfs63NdtMzTUdXeZ5BCJ+/fHl6ehpluYC4u73jOI5hGKXgAAnLtH784x/PF8ua4x4eXfzNv/kfH+xfzYp8Op0evnyVFymB0HWsqqriIHz27Fmz2WSMpWm6XC47nc61a9fyPH/x4sU6/ZVzPhwOVVWllGZZ1my2oiiM4xhDZJomxfj89IxiYhjWWsFI07zdbvYYAwCcXpxjTE+Pz7Z62xiB1SqEEHa3Nk9fHcVxDDGyHa+3vVVVlb+YTeYzw7ZMp3Pz5o3+xdlyMed50mm3HMPI0jANV0WeZnEcLGcKJZ5j1TzXMAzdsLKy0A2blSIvqzBIFNPudrun/eF4PKaKenx8bDm2lLLRqAlR6bpu2UZRJlVZQMgNVSMQ8qqAUEZRFEWxQhTGmL+cLxaL+XzOlZQQwghljJmG4ZiWrtcpJqamlkWRJWkSRrwqKoUIyRhBut3O8lwkxfrcr6qqq9dv/dbv/F6UZoRS+AeeXLDuYP6wCUmLnDJy+/btqiiJTosiK7KkzAuEWZWleRgIRU2QlFUJqhxhkcWpYRhSUM6Fohq2pRVVMR5MtzbaukrjwC/jeHJxPh1ebnTbo/NzIlhV8jgKeSWXyyCNwjRNeVVWFaAMa5qx5htVAiBGFMowLHQmyzxQNFVTQc2zi6JoNTzDMDa7zfnc71+ch8mq2al7njcej4PlAkpOMEzC6NnwsuZ6V68cpEkSRYHr2lmS+v7cn0+jNGk0m7qqzedzIHiz2fAskwHguN5iOv3888+fPn2KCN3Z26+32vV2h2q6BDzLsu2djcOjk+lorJpWs9X+i3/hVqteRxjMZ5Nf+7Vfe/jw6ZcfvPHa/fuNRi1c+kKItx888H0/zTIhxCoI8jyvOG+2Wh9+9FGj0TBMM4yi6WzW29ys1evT2cytNYIgWIdAr1YrglCelwiheq0GhJyOvxAWfd/HCGxsbHS7mwjAMIyrItd6mqIZcZTUms2nDx/GwUrXTNNy2t1eVhZxls/8ZcWJZVmtRv3K7hYEMo1CU9cIqDaa9cvzk+V8zsvUajUbjYZlrpGGJIsS3aEN1y0ARMuI6WbOxf6+dtEfPH36eDobj0eXGxsbQHII4Ea3bTu661qr5SLLkiKLyyoLg4RSSgjy/RUyXUbVlb/M82K1WmUgNAwDYyyFWIueBGEBS15V6256DcY2DMPUdADAxB/puokV4S9D27aJzt94801k6DpEkhAIIZASQAikFOvkm3VZV5UADNXcOgDIny8MJAN/ISvOJVQgUQmu8lRA4GmKQXAWRDqjVRZJTA3DVhVcpFGaFxgUb9y7ned5OF+amhKFQbz0YbMxHg+l1Mq8yPIkDoIoinhRqYpCND2KIkM3NN0ECOdlhTmnTFUUhdZNx9HTNGWMtBqWaTlCCNetHR4dI4TaHW9zs/7qcOA4oFZ3RuO5ooDtzd5q4Qcrv9Vo1lybUbx1sP/q5fO87s3n82CxsEyj2Wx0u92sLGb+ynHdWq2mM1pm6XQ6ffH06YtnTwEEpmm2Ou1avanqeinBOg/3t3/zX55enPd6XadWQ5jeuXnj8aPPN7d23n//fQLh97/7zW98/WsMk9XKz9K4KArd9PI8f/ny5WQyMU3zy1/+cqfTOTo6cl13Z2fHdd3z8/N1SFqz2fzwww91ppZl2e1s9Pv9R59/3uv1VFU1TTsMQ0KIAEhRFNM0h8PhxcVFlhZGq9NoNGazGYIoTXII8eVw2mzUDMdZroKzy8tuu9Xs9jhEy+UiSFLG4gwKBERVFnkSR6FPMXcMw9RVjLGpq7ZZ39nqOY5FEIYI5BxllQzTIilXhZBpyaluSwjCMFxvf1+7e09KkcXxz9591zJN9xc7CqPNRk1VcJJGWayWVb7yF2WZdzodABAGCGGACNSpXual5CLP0vW7mydJmaYj3Vj3JKLioqrKshQVh0KuX+JWqzPzF+1Gs9Hpvjg6fXVy8Z999asAAKKpACIhpeB8vXX/AxMNAAAQU7cgqDTT1phSLBa6AgCAosi5ALppmQQBRaUImarCRJXlKVZxVVYAISSqNF4FUSIF1k3r+NWLer3Oq1JglIXxcupfsos8z+eBv1z4aRQCySlG6loipgxDqWsmVZWqElUhIYKayizLbPQaEEJTI1mW1VyjKDJKqRRZp12bTGZFmX7lqw+o9nEcp/PFmCmg5hofffCwUdPu3bmbp2m8Ws6lfPXsqWno48vL8WSCMOi2W0xTPdeWEPS2t9M4qapKUlIUxcNPPn717EWn1TRNc+2WQJRAgqs0n81ms8XiysFere7qps0Urbe9fXbex0D+6Pd+t9ls9rp3LMtaTCeXg4GqMsHLKIpiP+x2u0RhAKN6ve7WazN/MV3MWxuddndDM43BaAgJRpQgSvxgNT07W19gDgaDi/N+o9GwbTsMQ02hmqGPx+PpeIgxbjQaYRgKIM/P+xcXA8dxFMpOlqdVVWEEx+PxG6/fx4gOLs6irFB0w240SsHjOG45pmmajmn1L87CYEEJWkyn6dI/fhlSAnu9XqPmrQFlCiWqqo5XGdGstKiOXpwsgkC37Lv3nVq9SRVNQjCfz01DHwwuRFnkadjtND7+6H3TNBWFAigUQjRd6XRamsKSJLEtK8/zqhIYoERXgEQYwzLFZZ5JKRkhVZn3++dQSIWyne3t9YmS5KIsy6oo1miOsMjyosoKnhQ8iuPX7t18+0tflkUOFQ1ABMUXDoN1Nf9RWWMA0jTXFGya5nRSzQJ/s+EUeWKbDgGCArE23mEpYFbpCJZlqesqxjRJoyhOeQUQZUkCOZdxHCuKIuby888/T/PMs52zszNBzDhOwmUJAXAtCQjjBRdYmLqhKIxQVoJSKBRAbGmaZehY8jiKESGSFxBUvMoYI2VZDPrnTNGGw4GiaJ7npWl6eOR7HghX8UbLYIxJXrZq3tlqeXF+hgGssiQJgyhNWq2WZeoAQQTEZm8zAdAHcrqYn66WWRSe9y+KEnS63UajoWna5tZWIeRitbroX2a8XC6Xxy+z23fu2KYuIX702Wcvj468WmN/Z9u2bSEEFLzerBm6mmfJ4PwiCUOj0/PqLsbYrTnT6fSzh58ul0shhOPZAMk4jRbLOSIwSsLFkgnA/fmi0WjwopQVN02z5npJFJ+enpZ5urm5KaVsNTuNRmPtu4YQ7u0dACEVRTk9Pd7e3Ly4OLNNS62pqyDSLbsQcjxfJHlm27Zi2xKTy/MThNCVK1dMQ+G5MZ/Pj49e6Srb3uz1er12s04QxhjqKhNCrFZhkEJFUcqS55W03Uat2bIdz3Rskhftqmw2myt/ce/u7TLLZzMc+otlPiMQQQgRgrqhuq5rGbplWfV6fb3GsiwFABRnaRzHTEEHnb0sywjChmFwzgN/WWT5Ou8GY8wwIQgDAAQAEEKEUJxklu0sVsFgPPmLf/mv/I3/5D81Wu10FWmqsa5ghNAXZQ0FABIABAAgRSl5JQAWt27c/lfPPquisLBUhqDGqKKoaRgRIcoiY5QhCSAXUtNdt44QyucLgAqmUQBplhWO5x0eHhGqQAgHl3GrpQuOwyBnGnNMS0FEVJnn2gqlQFSqoigKVVVVVVUAsRAAEqzppqZpBUo55wBAz6kRiEzTZFQFkEwmM8et+f4qCi+zsorCjFLgebXNZl1XVNd1NFWdDceddvvN+/cuzs5HoxFGQKUkDlZ5mnl1typyXhbjxXK5mEdBOB2O8jS23Vp3Y7PWajYbTYlwXvGz8/OXJyfT2azd3bBtu+G0VYUVWboKo/Ozi1a98eLV0Y1bN3u9Xp7nSRwmSXJxfnp5cVEUxcH+fkLpGmx+fHx8dnb2la98ZX9//+nTp2si9ZoI0Wg0dF0PgkBVVVdRtjrd6Xgyn842e13HsufTWZ6kjmvpqqZpmsqIECKNE0LI7u7uMoX1Rv38/DTwA9mTlCr9fr/b7Q5G463uhqKpQRBwXnq1mqbrEkBXR8P+4Pz4cGd3q1H3ijy9e/vmztZmq9WyLRMDGCchAlDVzTJLuQglokjRCJG97b3e9g6HQECYF6Vt22VZBuFqPB43616WxmWRMUw0xpIkSZKkrHIIocqobdu2bW9sbARBYLuWrhp5njcadcYoIUQUqUIJhLDM0jxfq/9JFVZJFK/LmjHGKCWEUJUqSKlTGsfpwl8FEf/OL37faDWrONFcB3AuAAAIQoQgAEBICf61kREgaFkW4Ok777zz2//k/+Y4Doag4XlAVI6hR0uaxVEaxW6nQ4D0wzArIM0qhFCSi7QEoCyLMgvD6PnRSZYVeV5QRW20bIjJk2eHtlPPsqzu1aAjizz2XBtDUGRpzbWFqHRN1y1TUXVEGcaYUIUQMk8BBEmelTVPW8wjpmnLPBUANuqdR4+fBFFMMMsr7vtlrW7YVs21rCzLzs/OVMqAkDzPxlJGUXSwt6Oq6nzpHx6+DFd+b3NjNpu9fPmSK+rx8bGmqLVGvcp0z3FbjWan2frss8/KslRVdbqYr8Jo/YnGealSJ0mSoqwePnyoGdZiMfdqjm3bmsp63c5wODw/Own8pWmaCEpFoapbE0JsbGwoivLixYv5fH7v3r3r169/8sknYRgeHx9jjJvN5sbGxvHxMWPMdlrbW5uPHj2aj8c3rlxBEuRxZFtGlqSMIIJAmqZZEjNGwnD1yScfNToHSIoyy7/61a/mWXL/7r3PPvskjIJeZ2NnZ2e+WBtaped5EAF/uag7Js+9i4uLyYh4juNYxv7+7UatTinFCBVFgTOWJHFZBYZhbO1dKWepbdt5xSELASGDi0FVVTt7u2Gc1FzHtAwE5Hh4MR4P55Pprds3haR5BhCUGKI8T+MwiON4HTgPIdze3pZSFouy3qwZlk4ISVcrxlhZlv5sXhQFAIBzviYWSC5KwXma5nm+vg8hhEDMvFpDYNZfHN+8fQuUnJjGbDK23RrECAP8ReOBJRDwD7sRQjAIwtg2kOd5jmPxMEUYEIoDP1r6r4pCIIAMpmZxyjC2DTMENMy4qjC31lb1bLkM/Gie5JwqRsmhazqEsDhOESD1RieJM8+2RVkVeQqBgEIyhaiO6TiOYWgcSE034zgmhK78FVVYyUUJparZTAHzRRhEyep06C9XcZoDgAzdO7hy5/joJFuu8gJozCpyeXp6miaJrusVKaq82Gg1X758iSFcLmbdbrfX66kqUzS1f3YuEZxOpwUllOL9g93AX46Wq6tX2rV6PS6Ku6+9fnR01L8cVEJqhso4hVDWaq7rulGa/O7v/q7luCBNb9668/zVq5s3bwohptPp6enpYj4bDodZlrZbjQcPHiitjZcvXw6HA87597//i7Ztz+dT13UfPHgrTdOjo1cQEkJQmsaXl30AwMHO9nI2HQ/6N29cG5yddtt1U1d5mXuWxwhmBCuUzGfTer3u2JZlWVWZYwSGl31K0Hg4uHLlimOZSRJNxoNTQ9lot3hZhFEQrJaKQlVGD/Z2iiyZqyyJAscy2u0WpbSqqsvL0e7u7mzua5qmm854PDYst6ikU6tHcazrhspBWQkhoWHaqzCOgmVRtJqNervdNjTFMs14cyUkh4gVhUIpFkIUhbk+UYrjuN+/zPN8uQxu3LgRhquNjQ1FoZPJxLVdSumaxKCqepZljKmUqaZunJ2dQQilEAAAIdJGoxFneUnQYDTb3t1583XddmsAY1AJr96EGK37jT8QQAQEAMIv6poAAHTdACDVDH02m3VsRUiZJEkUhVIgCCmlFDNFQlyUFS+r/ny+PrOCEJZlHkRhEETrlSwXUkoo4dqjozJVFYB4LtMUNVcwksK2TE1TKMOO6yKE4iQZjIZCQhinTNXSsqwEiAuQJMkqDKIoyrNSIkyp4th2yTlGdDEPDw6u14Mojj7NsjJN/bYHBZeWZaVRXBRFlhWWZS1mM8ZYHMdZlu3s7C18fzg5y7LMcZxVvKrXmhXne1cOut3NbmdjPp/3Or3j4+M4S8uq4pwrKm02m5vb29s7m8fPX6xXiRIiwjQpgevUiqIAEF9eDieTycXFRcWrRqNx/cYtw7AGoxElhGCsKMr29jYA4Pnz5/PZbHNzM4qiG9evrx0Sg35fCoEQipY+BKDlupBzgsT4chD4i7LIOcUQSALFmjPt2maz7kEIIdUsQ+1ttJ4/fvilLz+IotDUNSjpxWw0uexvdNvddmMsisnlhaIozWbz2fPHiqI9ePC267q1Wk3TdM55mua26xCqbG7t9fv9oiioap5eDBuNRmNvW1G1KMmyIucZgASvojgcXrZarcvRJMuyZqNe8KriHBKsUrVI8maj0Ww2GVV9318GYZIkAKD5fA4hXiyWj58+wRhnRU4IkVKu70PWoG4AgESw4FXBK900rly7qijKaDTyfV9yvv4niWGz3Xr05Omf/wt/mTIVAMmlhAgDgP5gTgTwi+/+NYEvr4BJAJDAdd1VGHS9FhdZGFdhlhDIFMYAViBiZSXyuMiSNCzo2iwJkeS8KopC8gpDwMsCAgmBwJCrjCgKVZlCEfYshVJqqBghZNumoSmYUV1XR+MpVRVEmZTw7HKgqDqA2Pbcp6/6QgjOhRACQoIkqQQWlcCY1ZvNVy+P/MUqCEICsWc7q9Uqy7JlkDebXAgJEQ7D0HNcVTc3u53FYvHi1ZFu2gAATTXmMx8iUmvUtrZ7i8Xi0cOHW5s7ve6W49aSIn/87ClCyPZqjmNZlmGYmmEYRVFgTB4/ecJULU7zW3evTxeLnb1d3bDWG5bJZAKk2NrebTZqe3v7eVE8f/LUdV1KKZLA1HQppaw4gcjU9DLLW/WG4zie7ZycnMwnU4RQ021RSjWGIYRb3T0hqiKJ5vO5gkEW6XmapGlKsEEJUBgKw9BUrcCfKQTev3/jkw9+fu/e3Zpjzsb9hqWXaRTOkW3bRFZVGukUth2z7tXX0cZxlC4WC13PBUBJkhWF0E2HS1EIkFcQQhJnQi6iShsRhSVJwjnP8tKyHAlCnLKKy+lkliSJEIJXeSmkus7iSpZZlvFKQggXi2WaZlyINE0Fl3lWrMLgot/vbW7M5/OqKjiQv/DmVyVAhCq6gSRAmDCEKcLU87yqqhRFQUxpdDbW/1GYZv3Ly3a7/Qvf+Ob/5j/9m0jX8zQjTEUE8z+q4f+3gv6irCEEAgBcVdAy3VotSkLAQAUAQFhAXEqAuBBpwfMiDpMsjKOSrCN2ABDrgEcABIYCA4QJIKAiEmFCGZYUFpRAhgEjkGr6ekbEGAogkizFjAZxMluuIKWa7a1zv0+Go/lKqKpqmqahaYQQycU6hVoKISEEADx7eawQsLW1ZdvWcum3Ol1K50zVXLcGKu7PZ0KC7e0dAKRpu2manpydRmkipdQM07Zdt1l78uTxtWvX33zrrf39K2XFVcP46KOPHNerqkoIHscxxpAyLKUIgtXp2YW/CjadmquaWVlKgDa6m41258MPP5z5S0hot93b2d7e2dnSDe2jjz46Ony5v79//fr1ZrMJJJ9Np3EU6LrOq6LmOVVVhcFyf3+/LLJPP/mo1+vxNC2iaHB6zKUAVW6aps6wvdUVQqThUpaZgoFGSJnGWRQEi/lqld25e8tzm8PBZbPhYFmJIt7q1B9//rAsi3BOm7W659pv3LruOI7nuGG2KIqsKCpeSaIwkOMiF0EYLxb+rbuvTUYTzHSdId9fOvXmdDKfvXrVaDQAIoZpFGWgKIrOuWGYs9m0rEReVsPxNE9jx7YUV49WwdqLxctSYZptO6pixHEax/nu7pW8KCTg/f45IrSqiv2rVzzPC4OMS0Tj7Iv6YxpTJS14XorpdC6EWOeYhWkOIVQM6/7mlePj4z//F/+SUWsAICGEEoLpbFGr1f5ovQgBlF98/aPeOiu4Kjlm7K0Hb//sd/4F9RhVVUXXeIWLUuRxKnnOsyoLkyzNgFQF4FJyACVCglBIKaYYESwIIQhxjCqFYYxLJCUhRKGIUWSamq7rEvCSV1mWpXlxOZkSVdNtxw+TKMvmy4Dpht1oAR1CCDHGHGOMCdWwji0Cke2YSRR7Tac8BLYKDYMIkXqeDhBudbpxECpUFZUouRhOpqqqE4IARJjQs/6AUqpqWr3ZgAiPJ8Nf+qVfWi5Xjx89/eY3vz2f+8dHJ/VGy7WdIFyGy6UE3DJ0RWF5noXhajiauLVGGCUbm5sLf/XVr30dEvrz9z745JNPICKtZnOjt1FWQtWMJE2ns8X1K1dt295otU3TvLzoDwYDWXFLNy4v+u12G2OcJGkSRg2vdu3gyoMHD2BeMcZqthEEQRyHiyiYzWedTnur10vTtFV3DcMwTVMIAWSJkVBNipFgFBZZIIq0KmJeYMir/Z0uFJxAZJtmt9NxHKvMi5U/C6u4LEvGVMerG4aZ5WWWJ0RRllE8nS2jtMBEwUyhaQURycQcQ54kMWOKqtY1rSzLMs8L1dAhIZgxCXFeVotlkJWFkDJNU1TmRcUJFgqDBBLAiBBI14qz036URPv7uzt7BwiDJIkhwI8eP/b0lpSzdcSSaZq6rudFsQxCz/MgoWkUTafTNWSr2Ww2m83BZOJ49QfvfJmnmcQEIEII0TRN/MHW/Iu7bLh+sP9gZBQAVFUlkMRAfvM73/7d3/gXRVVBSiSHVSXiilcZ56XkuSzysiykSoUEUgIJocAIMAIolRRDQoGqIiklQsLWMUJICqmq2LYMCKGhK4pCoiRP0ySKk/kq4EJcXg4LOYqystnb1D1P1e0sy8y6KYQQQmAAMUFMVXWVMYIVRXEcs9tr/uTnn0eRnM4uVaa4rvvyxWGv1xuPRr6/gkDoigoRmfsry9CSJOFA8ko0mh5VGGNKGMft3ebh4aFhmH/2z/1bs8X85++9PxlPG40WQghAuLHZa9Y9RaHTyWgw6J+fnyJKuACNRh0T1ul2wiQtq/h3f/SjdRyRouuNZrt/cfHpw0cUwd7mtqaysizTOJlPZ0dHR0VR1Ot1z3HTNA2WK8YYpfT0+GRzc7NZb1iGeXL6xLZtzzL2tzeFEBKC6XRcq9UwxvPFVNeo4ziargRB0G01bV0LC3H48kmn1VYYtizlrdfu7u9uj0dDjbA0idIwKLJcFvFssIzjOE9S79pekmfrBMeiLFdhnOcloapXax2dn7tOvRAQVlKznOFwjIiiKjCJ4yRJFc3AlJVCrhMsLNsOo0hIQJkCKZsvlmlWKJTpUFBKLdPUDTtLC4awYzOv1izL8vnLZ2EY534eBEvdUtu0KQQYT2ac86IohBC6rpumWQoehqFqmJppcYiAv2SE6AinZXU2uARE/St/6d9367VKCKIoFRcSAM3QxB+pef8//hAAAFEYrFJQVQ8ePKAqEABCTKIozHOY56AsoaywELLkoJSAlTmQACGAJCAA4EoiyIHkpsYMFUkpCUGeoxFEpZSmaUNdyfNcVEVU5bPFPIySJMsny6UfRpIqgCoSocvJFFPNkli37EpCwhhjRKGMUUwRxAhhAKJo1bt6oCr0tTut2WTKq3yZ5oRKVTeyrGCKxhiTXBiG1Wo0p+PRi1dH7Xa7VneZqmR5yQXQDNFoNBSF7Ozs+IvVxcXFxcUAAlSvNymlw/GIYgIAMAwtDFcnJ8fn56fL5ZIQW9PxwbWrSZpDiH/4e7+/tbuLIOls9hBClulAQlRNe/XyOWPs/p27g/OTbreLAJxNplmSMsaqokzjZHd39/j4+LI/6HQ6CCEM0cXZebPeoATNZ5OyLHlVWJbFeWkaGoKyLBLJK0YQL3NRIpXSjVYrMc361haUwLT03/6Xv/Vv/9lfWc3ng/6ZLKskmWVpnIZRGkeyrKCUlFJLZReXA4KZYRiqbmiq6ThkuYqiOK+3mqPxLE256bgYEMEBVTUdMx5fllkqIDo9O3a9OqSqphsAIwCxrptpGksANcNM09xfhRTj8WpuWQ6jmqIahDAugRCgyKs0zXZ39glFi5V/edn3V4s8zx3HmgeJoiiYsizLoiRNspxLkef5yemZoih5VWZl2a7VqKpGURTH8d/9e//Nl77+rWS1xIwhwTEmUgIu/5A7AMQfPtj/elmXAmgYQg5BxdFGR9eJhBIAEMVpVcKKEykZRFgiIBGWQLimCoBACCIsCBaECkwAwoIiqVEspaSUuIZCqQIktG0jkCStkjiO8zyfjMZRmuRcLJdBISWAJE4j3fWKSjJGpwsfLJe7V68RjCmlCqMKY2uRi0Lw2v3bRRI/ffKo1W7alj6djLIs29nagLTW7/c9z9MUNQqCIAg2u725v+ScI4SCMIZIlmXZ3dqklFZCapomhDg5O11+9qhWa7hOff/qbt31PvjgA0wJpRQhFCbJcrmsqsqyLMbceqv58tVRs9UZjE83NzezLAui8LXu641GwzCM+WzCmGKYtuDl6cV5zTBu3bjBOf/sk0/iMGSeB6U0db3IMl1V59OpbZq9Xg8Icfjy5dtvvlmWFeCi02ylaZwn8cn5mWVZlGEhRJbnEIGqqkzTNCxd0zUuyqU/xxhDwN95+63R8LJdr50cH2ZhzPNMwQgBoDNGNd3QFChBnucESSlklMQCwPaG7nlexcFsvjJsDwD06vjktdffQAjNF8utra35bLGKhaZpEuGTi4skzammb23vQQQBkLppFFWZZRnB1HLsLMum83nPNuM4Pjk5mS8C07TrtZbpmAhTIQRhdDKfEEJu3bqDKZjNpxBiVVU9z1NVNQiC2WKepuvtG/CD1doXwzmvOBdSdnu9zc3NB29/CUCgGgZiqr9YaoauqGpVckrx/1cx/2vrGJwuia4jpsdlZWClMG8ikMyirGY1qjiiEMRRWopqFOVYNZjpTP1xs0nTvGw064vFgkqmMt0wjO72bppllFLClElRtOqt2WwWl+qUOT4X8/k0T2MIDIGVIPKDHDHGeC4URGghao5rWA5TFQiwJ3iRpQihdrtd5vl2e5tSmuRZcD5YLBbT8+HgtL+9va11jfF4nKSSJ+Nur3F63l+kkW6YfX/++Mc/dhxnUUqZp+OT2e6me/PalTCaVXlS99zlmIb+KFxkVV4NLwZPHz10H7tb3V6tVlMZrekGj4qTp2fDozmGhqIoOz1F8sAyndt77YWnnZ31x6fnN5v2jbp9fnEUVBWmZDKfxasFpTQtwoHcy7Ta0csXw6gwLC8R4O7VK0meTA6Hw+FQUUhV5ZPJ6OGTh//eX/gLQRSOpxeEkC23h1SwWq0wg6vI7/V6CCHDMvr9flVVlFKMMRAwS3IM88F4vPnOO+5G4+joJInSKMwBVPSaV1VitQzDqGQM1zTbMA1kk+xiVK81ECVxmoxGWdG2oFpzW3DiLwTCOztb89l4o7VRN5UqXioiMzQnSZIsyeq6tVqu4tkcZWmv1zMs0zCog635otQ07SJaoCo1KEoKCJCWVrAKwoyXGc/N1FcUmqQJ46zuKgghz1IBANudLqG4gnQyGS0XvqrInV49y7IkiapK9AeXG7t7yzBr97Z12/34s0fA1v/W//ZvAd0UAACKhQSO5wIApBAqgUD+6+rHFxr2v+6OwQii9YwJhOhtbx09/JDqqAQSSIkQZQxIThDKhRCiLNt1JCFAGG1u75i2M5/PKy5VzfCDlarqqm5UUmxs9rK0MF1vMBxO5DKKojhclXmBgJSiKooMSiFEZZm27ThEUQFEQlRQKqrO0jS7cuXK6elpFMeO4zg177PPPouiSELw3nvvFUXheN50Puec66aZZdkyCqKsRITyNH/24sRyzM5GbzqdMoYBADdv7rqm1mw2cc2Sgi9m0+XS1zSNFyWGUNUUBDzT1AEQcRQAlc/n0yIr12mrBOE1B15VVVXR33333bwUaZp7nse5jKJobYfxV8s4jjGAa758a393MZ1E4UphBEH4+r07ZVm6rlukKQDA9/3XX3/jN3/7t95+653F0r+8vKwbVlEUF+f9KIoghFIAhanBKuz1epxzTdWFEKZhWZZlmqaqaNPZCGJUVGUQxZqhx0mKMC5LXlXCNGyCGUIYAIAQYUx1XTfKRRgn8TKBCCFG4ziWEEsIFEXRdTPLMssw4zh2XVdy4dZr02kfY2yaJsY4y3MhRJ7n/mpZCQ4wKstynbrked5aNxycT9bneGVZ5kWaJEkYhoyRdUwrAHJ9ysIYMwxD09VFmKqqalkWxZBRkud5lllVVdUbzakfaJr28OFDSJW7r735N/93/0Wn0/mf66D/Z3rrP7T4IoQA52+99danP/nduupyySGQECOEMYEEY1ABIESVlqJTr+9fOZAC7h5c4Rh3Op0sL13X3dzcTvJsOByO5gvfX7muezmZjtKSl1XFS1mVQHIoAYRCV5lumQrTVIUapqHoBsKk5LIqi729fYnw5s5urVZbBcF4MkOYSoDiNHW8uu/7fwi/WwYTIYQfZ2ZaGJbT7m5Ol5Hj1taGg5pXcz2n12lAXkxGl9f2dygCkBc//Omnnues+7xGvdXdaDuODSHsn10gLqMgjIK0SHJdVRhTdV2XPM/zXHAQhmEYJMswajWFaTthGIqKI4T8+TxYrjRDlRX3bMfWtWDln5+dGKqKEVgtl55rxkG4XC7XF1pRmhwfnf7SH/vjw9Eky0un10ySpORc1Q1CSJLlmmFSSqmiVmlaCSmELCrOJQAIV0IuFksh5Hzu61rhed54OtMMU8YZF4AqTABAmYoxxoQICSEiiqbNlsssy0zL4lLM/AVERDcNwzIJZgDCklczf5GmKULIcZz1ULtuAwghTFOFEPP53DRNKQSldI2uZDkTQhRFscanrBfmSZqvg8AJQXmeU7r+mMEIIUVRsixTEyUpZZqmVVVhiMuqKooiy7KyqkzHkYuVZdndLhyMp7/6q7/65hv3AQBA/H9q0v9/lfUffAMppUBWX/nq1/7+//m/ogpDlZAlWq+FhMQQQkoxJCpTuGZ7BYfzpQ8UpbW5ubt3Ze4vAAD1Xg/M52I2++TjTwghY38R5GkSRBhjjIAEUgoOIVCpwhRiGiZAkBKkMGIbOmZKkZdpnum2NRgM2u32IlgVRXFyfubWvBKIRqtZazZevXqVpmkhuFOvmZwLIWyBVFV98erwl//sv/ODf+NP/b3//r9/+OTJjRs3sjjGGIdhuLPRnI4GtmV+/vEHy8WcIgglh5JLXgLONcYYQeEq4FVZFrnvL5ezpak7juPqimYYOsZVVYrFfGoY1ny2xIiGYey4dVFWCqGT0XgyHhdlyRTi2LahqwzJw6NXd2/ezOJIYagssvHl0LJMQsh4PN7Z2f3Rj370J3/5T83mPsBE0Y3p3JdSaprW7nSiKLoYPGy1eKfTAYjkJc+KSgiBkowqOVWKZRDlRWlZ1my+aDapA2CRV1lZJXlh6KyoeJIVWcU1yiqAl1Gcc5FVnFBqOw4ztLwqgzCkiqqahqaqeV5SVRkNLiUAw+nEc93S53XX5Zxnq1WUJtX/q7v3DLcsvcoD15f2t+PZJ99Ysauq1eogqVtZQsFqISSBIkiIFkEgk43JIAOP50EerMHDYIwDM7YMNuABBmEskEZqGQxIQqFbrc5d1ZVv1U3nnrDPzvuL82NXtwJSQ/cjGOT1nB8V7z7n7Pess7613vdd1riuq4wuiuLcxQuc8/5g0PqAGrCc8zzPOQ3LskQIaa2NVW3jud2siTEOQ9/3/dabvF2wnedZXVZSSqOQMSbL0izLlVIHs6TRoHFRVOXJ60/d/orbF3nue6GDngC9fx2sLVhCHAC44aZbjhw9znRBQAkEjZKVaABZhJDreTyIrJaTJDlYLl/0kq9xmFs19ekLF6Qx88WiNJZ7/s50NknTOI73Dw4IYVZJTKyDmbUgjaEIHAoBd8CI0O+EUcfhjpKNtdZ3/bjbUdpuHjlaFMXlrSvHjh2Lur3ZMs2L8oFHTkutAMBxnK2rVzc2Nlov3TNnLywy85cfvfMZz3++rsUP/vTPfOfb3/6RD3/o6adOgBE7OzsdlzKCk/nskYfOiRoG612KUWOV0UrWlWwKzUmdZwwZo0STF3VVBL7vOY7nOZ7Hw2i4mC/TZLusRFnW4/Fq2OkO+n1KCABcPHd+kSyCIDBKr45XKCZWNuN+/MBn7z5+/Kiw6OEHHnj5y162WMwIxvv7+wahw0eOnbr+hukiefiee6MoMmXjeV4YcUC0rMQiyfygI5VVGqpaSmUJoRYIoZxQrjRQx/XDzv7+Qbdv07xslJ7Nl3meczcQBiHmEIcLbWpRK6OLRsS9btSNhZJlU1d1jSlhnFsEhFGQylrAjFJOuZIIYyFlJRBjzPHc1pbEgDXGGARZkiCMAaEoirjnAkB7+NYCt4YNUkpApi05ELLz+byuayFq13VbJ3JKKWWEcp9SihCiDBupKGWcc8I4IlSU1e7uflo2b/vWbwcAj7uU/NUB4t8M1i0BylhLEALA4PLrn37j2c9+AoxR2lqtlbKYWcqI57l+6Beiwsw5derUyubhIAj+x5//WVnWQqm8LD9612eGw+GZs48CYUnd1EpjYx0lLdbWGgBDwVKCGUYEQdQJHcdhBFFKiMMoczBByNjLu7uU0uVy6bruvQ8+JKW8srONEPJ9n2JUVRV2+HBlFQidJcuv+7qve98H/0leVONDh0wjSNAxQvQGI+pwi7FVptPppGnKsfn4xz/eNDAaYmtNXZVaCgeHVktZloZzoyQoWRWVbCpGMEWAieEucxzGHTKZnF1meV01a2sbBPPRaDwYDOq6rvN8b2+PMuIyh2HSjzvWWi2qSxcePX/ujBElwXhtdZzMpq7vPfjggwgh13Vf8MIXnTt/uTcczWbzZZ7fcGSDcU9bdGnr6nw+Z9wjjAtlkjSfLZZ5Wfu+zwwYwAZw1ciyrCnN5ovl6prgrmIOB0wRYUXVeKGNu31E+f7eRErJOQeEeeATpatUFGVpwAadyPUCabSyhntemqa9QX9vd4Io2ZvsW2urnA4Gg06ngymB+SxJkkZJjHEYRVmWJUmyzNKyrsIwXFlZ4ZznddOWzr7vt00nYwyA6XQ6CKHWPqB94VEUUebVdd0S9xC2BiymjutjwhyLyHSRZkX1Q//4h9/2zXcAgMPoE/amnxDWBDOlDGBkERhtCKbHTpz81J/fGSBhGulThCkwxphBDqeOQ+OVI0EQDFdWz1685Pv+bJmPVlaKqsyVzhfL9OpVTagfhovFAjAGjLgF0MYgSSlmnHgO932Pcz4c9IxFmFDP9dwoBESKss6yBJxw9+DAGLN++PDDjz6qtW5XUfX7faHV5XvvTdN0OBqlZVmW5VvvuENoGG8cBkSUVQ4imHvf9Ja3/tt/+++0FKNu+PSTx3oemWxfvnIlXx1CEASW8KoyjPAo8LHRyXyq6mo2mzHGkiSVUnvcxwRZqxkjzCFXtne2d/eKvIyieDgcK2kopQiIkuZgMgNrA8/3PN5asiNjHz39kKyqpsj6nWgw7DHGAJkzjzyUJcs2HVy6dKk/Gl28dHllfS3PSsZdoTRVemdvf7lcGkCNVNoCdTgilDCHcbetqsu6mS0SY9F8sTTGZlkexX0DGBGqjC0bsczyoNt1XE9ZMIQ4QSCESLKUEMocJ4o7yhpCaS2FUFIo2Ym6jsspJpQndVEKrRBC2qKsqABTx+VhFDdCKW1BawAQQkldWmsBMCEMY8o5K7FsC+42ATdNI4TQWrZlSdM0dV23504AsGBqpa5ZRSKqta6aGiHCuFeUlVD6Fa+8/cd/8qco48poqa1SKuDOU4I1IUIIhLDSoKQGWXb7wyTNkANYGU4oYZRxzqwmBCGwVSODiH7irruf+cxnXrq6ffzU9WfOnJkni1pIoLQoimc869ayqqSxeVVijCnJMAKELCPU83jkB217wVobhlEnHlDXa6TJy6pppAabFqUXhFevXv3EXXdjh3ucl2UZxN177n+gzRydTgdR5nsuD8ONo0eZv1JkGfcDx4/a8/jzX/w1vX4fEyjKentn1z+8uru7yz3Y2NgAoy5v74safB+7DqUYicZQgn3HybIsW1SEQRRFGJAxBlGEKDpz9hxhjjRFI/XO3uSWW57BKG9ls/P53PO8MAw5c3yPN03jBy7SarJ3td/tnDn98I033tDpdObTgzLP1jdWG6nv+uSnDh+/7vh1/aKsL1+9esszbnYR5Hne7Q3yotIGjEWEOsPRyvrGIaUtZdx1XWstZVwbqGpxdGP94ODAcXgjtdZ6sVgmSbKzu3/48NHZIvE7HcdxLQKH+9RxF8tsujgYDEfj1ZXuaJBm2XQxL6q6XRg0Gsnjx4/LRhw5cmRnZ2cwGCCEZJ0nSZIf7Le+pmEnklqVZbm2tmYRaK3bEcRsNuOcN02zOtpgj4dz7YAoJSqKomU/t55MQogsy6QS3PW0kLUURkPV1FXVAKbcbQhzDh89/vM//88oY8YYhLDLiGYEnnic+OVgDQCIYCk1dzm1jLHw+qfdUCsjKHIpnifq0EZc102/PxyMVtY3jyrOlFLc9Sf706Kodu6/P8uLSjSOy4UynW7vrrvvvu25z1vZ2EzPng38MBRFHMdh6Bul66b0oxAhxFzOXd9YJLWVQuRFoxFWxu7uHaQs2Nraar+2EEKHjh2/ePHiXZ/5LGGUef4NJ04cHBxIrfJ5cuLEibJqOj7yo46xSGnbUsOUMld2dt/2TW/+9Mf/DDCZzpN5KjfHgdSmzAstgTEY9rsUEwTG51zVTVWWomlcFzh3KaVRHK4f2mCcb+/sNEIppaJO1xjw/MDz/apqXNe9eu7szt5ut9tBBFsE09lMKjUc9T/xyY973O33u6PRaHNjPcuyxXy2t7sbdYreYBgPBt04evTR05PZ3HOcKi+u7O2trq4yxo8cOVZVzfnzF2+88ea1tQ1r0bFj1xkD3W733LlzlDq9XjifJx6129vbvd7g0KEjUmptDVjsed7BfDYerSyX2Xg16A1Gs8W8Fo1QMityyhw/DHBD54uFBTsejwmlZVmWZb1YLC5fvLS2tuF5Xr5Mt7e3A99p+x7Lq1d938cYj1dXkyQJooh73nKx6Ha7lNLFYnHvvfdaa52bvdaP3PM8UqB2FRaAGY1G1tqmqdI0res6z/M0TSkjzOHHjh1bicIrW9vZtIjiXiPkdL44fuLUL//Kvzp63YmitTYAvEyXcSf+fM3Lk4B10zSYMosMANYGKCMr6xuvfNWrP/WnH+z4buiYbr9nNPaCLiC7SGad0YpqRJamSZJked5IyQjFAQVELFIWwcte9g9qKY4cOTKZTMbj8YmN8aVLF3Z297txvLF52HEcrTWljud3hDKGYNcNsUDb2zu7+wfJMsudYm3jUL/fb3ecXby8JZT2glBbc93JU1euXDHG9IfD3d3dO//7pxup7bXRqQUAi7G113i4//4/vPcZTz8FmE6ms1PXH5dlmlXCWKwMdENOCMnznGDwHadpmiovqlIzjqIoGq2urqyue2Gwd3Bw6cpW3jQAEHB/2O/3xsNGadcPt7e3F8tMaGUQNE3j++54PI46gZTyuuuus9pQijFC7fyMU+Z5btvX1UpQhHyPBy5P07Qs0qNHj3qed/HixSRJDg4OWlr2nXfe+YxnPKOtTc+cObO3t1eWZRzHvV6vKvL11bU8L8+dO3f40FFRN+2eislsnqRLqZXr+4BJEARBGNZNU5SJtTbPc+KwIAjCuFNU9fnz56MoqqpmNBptbm5KqYMg2NveWVtbK8qs2x8AQJoXuijX19f9MCrL+sKFS47jrK5vVlW1tbU13Z/EcXzkyNFWSqi1bhlIAMA5l7Kp67od9LYlirXXym6t5AMP3H/o0OGqqofjscN9mSyPHj/xn37zt9YPHQa4tnQTAAgh2mgMT6UVQpumCRyOELEABjAg1FlZfdu3vP2uv/iI43oeMnVdW0MQq/IiUZODYSWUUlVdy7q2UhmppNHamM3DR2bL5Pqn39AfjDAlB/PZTTfe2AhBVX3qaTdxzvf2d6pazRfZ+qFNl/uzZUZdr07r4mC5P0t296ZC6bg/CIJ4fX19f39/OpuFYXj1yjYhpKiq9fX17as7m4ePJEmSplma592+8/Dp0y9dPW4Bo8d0EQiBAYwtBJ34xS956b2f/sS4F+a1XBuvPXjvAxSDSyAIAgQkyzIHI8vdqsiLQmMMQRBEcTwYDAajlVKKg+l8bzrhXkQICePucDxeWV3P85Jyd3t3xwv8br8X97pVWShrvDAwCM5eOF82wvM8z+tgQuq6Tmbz2fwgTeZxb0AJohgwssRoq5syXai66gQda21d157nMcbiOG7p//P5nDG2t7enlDp79uwLXvCCc+fOzWazI+PuZDJBCA0GAws6juNOp6O0XSyWZZErpYJoGXYiznkLuDIvMCKu71kllda1FNpCCzIp5T333HPk0GGP+7u7u5TSJEmibpTmeauurZpmOp8rpXzfv+mWm9NkmSQJpfTIkSObm5taSGPMcrls17F6nsdd1i7EQMhijKWUCNnHZzFVVQnZ7O3tjUajLMvcMHLccGd/f57kv/yr/3b90OG6Fgas57XaWxMGPsAXDhP/5rAmhGGEAbQyBlNiwSLAt7zghadueDrXJZF1Mp03TRMBSIW1RTsXL2qLrLXK6FYlIYzR1nBKDq9v1HmxW1Z7B9P+YEAYjTzfke36X4oXbtyJVbLAjrt9MM2LqtPFi2y2tb1XNQoo84KQ+TFyvDCKi7JW2p49e7auRRR3nv70m+q6Ftp0u/2Dg5kFXFeiqvTHP/aJl738tQissZ/ziEAILMIM8+/8h9/7mt9/f+C7t9xw8oHPfNKLfNlUDseEOUIrIZTBqC4XZa4AIIrcwWAURTHCtBbNNFksshQ7vDsctv6/Dvf745VlcXEyned1g7Ctm8YiYI4TRGG335Oy0VbPk3TstMvymFK65eNzzl2HBq7rMqLqapnms/39xcG+4/BPTRbj8XgwGHi+Z5Te29llhLY5++rWFc/zHj19Ztgf5Gk2n88/9hefxc85LqVcWVnFYKaTg/5wEMW9ebKIoiArK2utkLVSHiFkmS6mswkAGK097na68SJdVkXpeP7hQ4fyPF/MkptvvOnyxUuFU5ZZTjA+eeKEorYWTVGVo/E4TVOEUJrnfhjOZrOmaZTR17pSlAoh6qJcLpZtZg3DsBOHrewFIRRFUVVV1urWqbXT6QghhGx8393Z2VPaoLRQgPqDsRfA17zs5UoZwMRzOAAIKazVjNCqqnw/fCqwflx+YzQ4jGoQGBAwZ3Vjc//8I8xA1dRlXiHMKPMwc+pFWdZ1WZa10BaA+Y4b+K7nHezsbRw9HAfdJF1urq4UZem4DrKAmZtkOavJytqho0ePnj59mjoh0KJWlcyK6SzNa8X9Dg8CwKSWEAX09OnTrefL6upqGIbLLK2qKooi7nt7e3sAcObMed93jNFJkrQfZ4ywsQYhDADGAgIoq+Z5L3zRwcH2zU+//sFHzjh+hI0cjVdslQildCMQxsbYNFGqgcGAeG7gB5Hnh8rA/mx2dW8/rxu/E1mM3MBfXdtoGtkdDfzp7JFHHnFcLmWDGWWc+1EQd7vamqzIpVLd3oA5blmLqqoAoBINQogzRzYCI4vBpMv57u7ebDIVVRZwh/uB1poQsr+/3xamSZIURdHpdACgzW37+/uHDh26ePGi48De7u5LX/pSz/MuXrpEGCMEVVXFvcDlrK5r5jBkjJINxpAt06IoGCb5Mt1ne4QQz+GYEA2oLqv9/f0ois49elYpxSk/mEye9axnLaazcGWwvnkIU4YQcoQMPD9N0/39g9Fo1I37bMikEO0q4bpujLYY49ZGrCxLyjDGuD01Pr4oQylFHwvX8jRZHDp0KMsLYdAsyWaL5e++7w8AMKG0FacUZRH6PgKqpJRSPpVc3XZCLABCRIE1ABhIVWUeVcPB+DMf/R8djhBCjFMAsKCbpskXCym1lNZoQASwUkgZENIwUS+zp1//NGvUc577/D//6F9cd/RYVVU6r05sHnZdpyXHUdcP4l7P4ItXJrpWCtOoP9KIaOQMh+NDRw6fPf1wkZfXX3/DwcGBUubSpS3X98Iw3N7eHa+uKmn2dicUo+c+9/m33377W97ylsf9XxFC2IJB1yiL3OMEuHHY93zv9//Ob/66g20n8Ctpep5XVRUY4NSRddUI4BSCIABCjTEIIWX0QbKcTGdC6SgIaqlChHnoE26MRRajvCgc7lhsu8PRcDzCGHlhkGTJzt5uUVdxv4co1QYQIEIYxriqquViHkVR01SU4qaq8+VcisrnTjcOrr/l1suXLyMwCEy/F5dl2f4agdFKHDm8ub29ff2pExjZ5z/vOYc217Pdy8v5rKCUEgLWyqYJw7DbCefJAsA4DlVKlWUBCBmjQt+j1tZ1s7OzczCdBlE4XBkHYccYszpemU0XlNI4iob90dOuv36yu4cxxpQihIIoMsZQStuGHQAopZIsdcg1Qbi1tiiKoigCx23/Ns9zqZqyLDnnhKC2w9Y0dQvN1nLJgllZWTmYzT3PQ8qeOLHywTv/xGC6WKZeEDFKsrwwxiBAABZj3OvFT2l2/tiUkRAslQIAAGStBQsveNELP/Rff0dK1e/GBGGMqVR2scxEpQDAwcApIEooYxgsUqYbRr7rXjx7Log7d336k1Hgd4OoH3c/+5l7qeOeOXu+ZckkSeKH++fOXzQIW8zCqOdwr2gUcRwv6jIvPHr06MWLFx+47/6syF3X5ZwjC0mS9Pv9xWz2qbvvjzvuhz/84Rd+zYsBWjdBAwiDNYDw5/sMplnZjXxl4fVvfNNv/9Z/9gKXOCzudSHbbRexWbB1IxmDTuy4ru8Gfi0VyosG7P7+fpKmXhQx7nbjrs/dupGu6z585vTW1hamRFuzs7u/tr7iR6EWwnG51LW1Joqiqhb9btDtdjEyru/hBSGEuK6LjAWjjBLaImSNx5kiiBOymM7mB1NZN20x6hBqpAo7sajqXieWdXNofWN3d5dtEOr5z37WrXdePvPgA/cNRyvr6+vLvDDGDIdDKaXrMJdzn7uFqEWeW2sBQX/QYxYZbbMiF1qVeVF4WRTGvU589uzZXm+wXC5XRuM8L08/9PB4PEYWuv2eEKJdtOL7/t7OjlLKoezq1auO4wx7/SiKgHNrbafTCcPw0YceQQi1e5XKKs+yzPM813XayWKbvKuqKstSCKGNsloBRsevO/XQmXP/5tf+PXYYRhQhYYzRQLzAx4As2KaqpJQuZ5R5TwHWWEppLWAM1lptAQBTSoGxZz7zmYBRmuZKqfbjWNf1YrHoRr7PKRhoapC1RhYCz+/3Yi1VU9croxEj1CEUAfR78ZXLl0bDFUAkWWaEUalVWTUW8PqhwwgTZawyhlCnPxiurG1kefnhj/zJ2bPnl8vsT//sY5cvbs1niVY2z0qt7IMPPHz/fQ/edOP1n/3sfS98yctAA2AK+DFOC2o1mZ9jl3cifz5PHM6f/oxn/e7v/m5RNVHczYvSGIMxdhzHGiSE4Rw6nQ6ipJWILpfL2Wy2fzCrGsE49wL/5MmTveEor0qlzH0P3P/oo48yl0spAaPxeDwajTCjxpi6rpdZmhX53t4kK/JGyeUy29raunr1qjFmZWXFD9xWrk+QdZnjOgxZqKvivvs+W1WFUqIostnsYDweMkYODvbzPF0uF1VVzOfTui7PnHlkd3d7d3f7ofuvnDp16qYbb2iHee2hDYPtdDpBEHDOlJBpluR53up3tJB5nmOMNzY21tfXjTF7e3s7OzuHDx/WWvf7/SzLjFRbW1v7u3tSyjRNOedBFM7ncyFEEAT9fl8pFQRBXdeTyWQ6nbbduslksr293e12e71eHMftRKZdG9BWJoQQ3/c9z8MYN03TvrcAEIbhxz/+8W/+5m+++dnPTpMEAEdRxB2Grnmz6LIsXdftdDoO508B0wBAKbHWKgTYd5hFYCyA09XWqMj5qV/67X/4bW9b6V7HHbPY3prtTRgG4pVKAWPgcWAYPAoRICINQfhQOAwtn092/G735I03KI2yvI66gbI26g2A4K3di4tltnb8hp2ty4YFyIIA0g8jz/PPX7ywv3cQdePt5cx13ac/+5YkSRJZhWFIuF9WVWHkr/xf/+4Nb3gDIQQQAKNZnoVhaM3nL1cw+LGGH0Z40O8KIQghGydv+X8+/LHbb7/d87w+gTjq91fH999zN3aZG4e9Y0ebqnzw0jnGeBTG0+nUpcRUylNQHyTeTdHh48eT5eL06dMcO+PBsCkr13X7/SEPOmlpNenw3sruVrKXegj5a+Oy1/E8TgOv21TlGG8ul8urB/MgCJbCHlldnU6n86oWQighsWhG3f4yS7N0HvY6AXans11OMFPVOPSI1RSjrf0rStRLxSrwd3P49p/+hxcvXvzs1W1KXSB+HHYb1p3XLIwHpCaT5RK8bsQ7Sb5kBvFYuWHsRHmWZVnR+L5PMKeYBn7EiMOZky7Tuq7rWoxWVwpRV/u7JbZHjx5tmma5WFRZ3u12mrKSVa5lFYeOUnKye8n1nH63143Cuq5FVmopragpkh7DSqmqTOsqQxhf3Slc11VWd7vdtcMbZMK45+4syaMXd3/uf/nlO+64o2pwp7daFEUQBMaYa7oAjBzXs7b19f2rwpe/Gay/3F9w133Ws551/fXXV1WVHixMVfmBa0S9urGG9/aFMIHrY0tEYxQyQRhYwMCwF3l2ivOmuPehB9YObfLQf+ihh06dOrW9uzOZTGqh+sPBle2rV3d2b7z5lroSeVXu7+9XTTObzapGQoaxR3Z3d621LaMXAJbL5d7e3vve976XvOQlnutJde0Y4fv+52mNv0S0yyABgDF2/Pjxf/SP/tEv/uIvnrpxfbK3o5USQnqMDIbjnd1dgkFbFHLeLlSXUnPHwRh3wnB/f59QXFUVMtZ1HSmbtrkxGg0iP+CuI7VC1jKCuUOFkm2zliBcV3Wb2KzW7bkimS9c7mitGaHCNNZa3/e1MkcPH46H/W6v98DDD0kp67zmiCRJ0omCIq8AEQO4qhrFMPPd/f19rXUYhmUpKGbtE14ul8oapVS325Va7U/3KaVRJ8jznLqR4zhtKm0XeBpjWFU3mHDKoigSQqRpUpZ1uwtlb2/vmsUmoKZp8jRrvRu1tmHA+3GMECIYEEJ5nidJsjnaaHt8Rul2dXdTlWVVtd9+GOOmrGazeZYXrusVeaG1/9u//dtf+7VfCwD6MbPTluD+1BD818L6C1RhWim/2w2icPfyWcc0HqaEo6fdeAPWjSJIVMKhHLQllXKY70QuZdzthBpBZ9hNyvJgcTCvcj8IHnzoYS+KmMvnSUoYLcrSoDqKO/fee+8yK6Qy3HPDOO6PhgSzoirTKt3c3EySJMuyNE23tyfjce+7vuu7XvW1rwIAbXQ7klVa1XXt+z7AXxX/XMN0URRhGLawllJ+3/d9X13Xf/Lf/tOx607ubl8xmJ142tOINUCqy5e31ldW/LAzn8+llEqZbrcDYILA78UdlznL+ayuS2QBA2KEdjtxHHUYIwQQRpAtEyVqRpDWEAVhL+7GcWykEnVdl6XneVEQ9vt9rbXveq0lmlLKKm2UCr3uxvp6p9floWu1rOqySNLYCwyRvbhblKm2CDCZ7E86eBC7PgDkWWmNYYSOxytZmmOMfd9tuU0H06nUanNz0xg1mR4ghALMXM4oCZRStaik0C1B1Frb7XY9hJCxDqG8FxPClstlU9dpshyvjPr9fl1WGAMjhGKQjZgfTLfyHKwZDAZrayvD4bDbiZEwDiWUEaqJ0lpK3TRNWZaYkpW1jdlsZgFf2d1bXV2VGllLVldXn/Oc5wCAEKKdzfmPbcb4SsLaft4mmc83W8jzPO74t9767H/5kf9x2y1HQVbD/nDt0NFHz3zW73aor6qsopR1wohSl3CnMxg6He+gSJzQ9xiJKDxy9pxUqj9eufszn43iDmLk6ImTi8Vy68rVWbLQBoQygR8CIVmeK20RQgfzmRfwuq4ppVrrQ4cO/diP/dgb3/jGo0eOllV5bZTlXjtDcM4xwl+OMtAKm+u6BgDXdff29lZXV3/yJ3/ya267/sd/4kdVXXHXL0pBrJpNkyjuRd2u6/l5fkUpRQgLQ19rbY0qslQ29fbVq/PpzPUcIWsL2vUcpYUSUtFGNXWSpMVyiZGJQ68T0NDzPYenhICxYCyygBHCCMW93qjfPzg4QMa6zJGkqYpydeiDVstknu9VaZq2CbVs6rA3otxFmFZliT0+mafBeEiowwhdXVlR0pw5czaOewghpcWlS5O1zUPT6bQ/GASht3XlSiWqXj+21jZ16bouZ35eFrIRrTWeFDV7zOSuTZm9TowQmkwKBLBMkjDwe70eMK2NBGO1VINer+SMYiKEUErNp4uUZsYYLCUA+NzBGGd5LmX7fUXbR1aU1HGHo7Wru/tg0Xg8/oWf+7lWBTIajQBAa91uE31czvKVgfUX/f7xL3XP82RTv/O7v/v3/+/fXCzzcTc6dvL67d2DeZ6OuKMwCKwp59RzKHF44LmRV6t6kWXLyW48GlZalkqcv3hhLd5YFmXU61PXu7x11Q18YXRamG/4hlcdOXbM9YO77/rMpz9zd6N0t9vFhNR1s7Ozq5R661vf+p73vKfX7W3vbDdCOA631hJClNZCiHaB3xO/tnZy2yJ7PB637dUXv/JV/+wX/sVP/fiPrm8cRsgQZLKyDsfjTneoZJMXhQUIAs9xnDRNyzIvd65aa5MkoYSEfgDGVhYwoKqqTFdJ1YimWswnoil8x1ldHZsiUVKWRVFXldUGjG2qOlVSVDWsrvbCyGoj6qZpGiUko7wp02RqrUMvXd2yWjVN4/seKKAOk8ZgxrKqGXS7FkG3P+r0xovprKibTtRdX18fDocPPvBQXlaD/ghj3O/393a3DdjNzfW6LvcPJp7nWUQcQhknDAECo2RjDVJYVm4hmsr3wzAM0zTN8zyKovX19SQvmqYxUhFAge8bo6SUyCChBGcuHzhlWS7m88nexBhNKY0YYY7DuWcxYoxR7lDBsDbLrJjMTvdGI6GkH0RRLN/1T372ta997XjtaDtsb1NPi+Yv2JXxlYG1fUz09YWMbYfzcll2xqv/4n//pe//3u96zq3P0kCFAYORAmusdVzOPa9RSto69vq1bBZZJoy95957j546uTObIUy11vO0iOLu7sH0+InrsjTf3t1h3P3zj/7J8178omS26Pb7gPCdH7nzXT/9M/fcc28Uh4cPbbztbW+74447Njc322eysb6htGo9C1uhUbuHAQDyIve9zpd7bVVVMcZaymjLI6vrWgt5+6te+99ve84Pft/3YCPPPvLwPBVHjgQGk4NFUivdCcM47mmtjVFC1EePnNzZ2VFKUOo2TdXSLNsWGCO0qcqmKlVdcYJ9TtfHg2RfMkKtNlYbh1DP4a0JVhSEYKwxhjOGAdJWiOWv7O/ujVZMPBrIRviBX9aN43KQVihdVo0lFGEKhA9XNrr9cdDpbW9djaJofWXV8XyMqbW2LMujR6LpdOJ53rFjx5Jk/tCD97uuOxj0syyzGBGMEFhKsEtpYYySylCyXCSXjR2vrqyurPiet7u31/ZA4k6nqiqwVtVNEASYEmzBc90sk3vT1h3PEIramQshpKrKLM8RQtwPXC/wfV8qUyurZSOMsQj7YffS5Svv/O7vefu3vYM5TvvWtYsR22lllmVRFJmn1qD+srD+gjCPwdu0UBBZ/qJXv+YlL33FeH3l3NlHup0ojnuD0VjUTZFmhFKlaiFqIeoqzZO8UIg0TXPh3Pm0rvvjlbjTc51uVVXrm5uAcKXUP/35d3/D694AAMli2R0MAJA2+sVf89IP3fnh6XSapunznvPs9qnUTe1y14JtOU/GGIc5BBPf+1wp9viI9EtGO0eglEop67qOoiiO4zxbAHV40Pk//8NvvP4bXrM3Txzu8Kg7S8uruxNLHD/shJ1oMpm06wyjwM/zdLmYqSBKkqSl72VZNhgMELLLxWK5XGgpOCWgFEM2DiOPu0op0Kb9+HmuyxgZj8fYglGqLMu6rGQjlJCyEbbRBCEwlhAEANRxrEEWAAg1mBCHxoNhLeTa+iEhTZrlDmX/4GUv567/yU9+epYsRyvj+Ty56667VtbXhsNhVWTLxawfx2Dtwe6OEKIXhaVWFLQfRJ7DCMbCaAo0Wy5ahBGEXdftRFFdVYv5XEoNAEWa5cu02+36Hm8L8SiK0jRljHOfttXdYrFIl3nXp03T1FKwuvEi5Xq+4/IOZmEXbW3v3P/Q+TgOu8PR27/1HdTx0zzrhBEAGGPafXYA0DRNFEVfMUQDwBfBGgMYMG32rqvKjTqmysHgd7zze/74v/3BLCmzvN4cRRtrm1VeXMoqa4zLnErV+TItG6EVLPPlobX10xcuRd2eKJrIjxpDjlx34sqVKxjT3/u93zv5tKdJodi1Yy+qRUMI8VzPcRw/Cl3nmiCUUtrr9QBASRkGHXSNDff4flXdWiC36/2+ZBhj4jjWWidJ0spIAcBay90QgPpRt86z3/ovv/vv/s2//q3f+I+1tFWeT+ZpvxvxIKSuV1RVFEWuH0xnB5O9fSllFEUWIdcVru85jtOm/9lsli0TDNYhvC6Kusittu3Ty/M8XS6NMQ5joeeWWU4IUVJsbW1Np9P2yUspIy9wHCfLMimlAHAcp9YSDDCXO36gte0N+MXtK/HKeJYsUV6uUHbhwqXFYrG7N9GAAOGmaeJ+LESdLRej0WBtZfXq1uXFYgZWI4S0FEo0nNEoCB1GqLXIaAqgpOj3+1brs2fPGgNhJ2p7z8kiDcNQGlvmBWcOJdf2hV65cgVjPBgMrLXL5XIymbRnX2mUxcgAKsq6lNoPVRT3uoPepctXbrjxGT/5rtcPxiuvfs3Xe35YCe24YcuJbzVgLWtgOBx+ZTENAEhraRF8UYMQWYMxNGXBPddWeVUWr/+GV7ucxWH0vBv6i9nMdfjphx/hhPR6PWxRUVQPPXJ2sLKqLLq8O8lK7XZCP4oB4EomOp1OVTZ33nnndSdOaKMJJtoYhNoy/tp1H7dUI0/6u+jJHTWMRZSgoiiCwANrwOj77vrkt9/xtsB30/nB4Y3VXjec7u42dbW2MtrY2NDS3H3XZzAlx0+cyrIiL6rx6orWemU09j0+n04m+ztIKy1FFHjHjh3FiLfu/EqpZDGr6xpjHHput9tdWVkpizxJkslksr+/6HTcbrfTcaN40BcAAsz+cjlP027c48wdD1eQQZ4X7B4cLIqi1sbvxaWoj3vMDzu1aIqy1oDyohRC+WForbVajwb9qsibqkRg5tOJ67paipZg4wU+Y1wZEEoqabQFi/D65sZ4vJqk6WKxVEoJJVv7h6IoJpOJ4zj93jAIgvZUVxQFAHDOl8vlpa3Li8WCMYZNYRHi3JNKH8zmBnC3N9CIvPwVt//ET//M5tFjRVH5QWAAmsZYBBybtg/Y3o7pdNrtdls2WNn6lCtV13U7/Wm/adv68/F/0LZQnrhoofZLFOsGAPIsC6MQjCqlDAaDd7zz+86cfuTBBx/0nGDl5Op9995DgHQ68XKebF264rouw+TyuT3sol6nt7LS7fSHpZCPnjsfDVYfOf3oX/7lx647cRIAhJCuS4SUjvMF9QN+yrK1JxlaKUoYpc41zxSM1w8f+9qvf/2v/qtfe/Hzb7LIhPHo9JmzocsrobHDr16+KLUa9QdRFGd5TZiTFmUYhpiy+WI5mU6LomAIuIMDz2MUY8zarVMXLlwIAi/L882NDd93MaNa66Iqy7oyxlAK7d0VjXJdH6xd5ktE6NrGZr8/TJc5JqxuGseFbtwHx9mfL5C1vustkwWj3PcDsHieZcaYIIra3V+U4iD0XYorhkVZIK1EWYBVCnRDMAZruEaEEmuBIKtM3dRpsgTARVEYwL7v47quqmqxWLS9+aZpru5sY4yjKOp0Oo1ojDHCGKC0Pxw5rielTBbVoD+glO4fzIara+cubGmc/Yf/+OvPed4LeqNVLY1S1/BnjHEcSglufzIhhHPe6/VaX+lWst62WVoNbzu1aIv4tqvr+37bOVkul09ct+DHHXHaSwO0lR1wzgGQNRDEgzqv3/SWt93xju9c3TjEnSAvmsnBwvfD2XSRJCnGeDqt2yeBgdS1uLq1PdmdWIUY5g8/9Og7vuMdz3vuCwCw1pY7ntGA8ZcdA33eU/obPp5ctFwASikAAAIAPFrf/OY7vu0P/tv7MPOjweoiL3nQqTR4cW+eFXuTfYRIFPcQpsuy1AgVZdPtDR3fT/MiTXMpVF3XVmnKsBZykS41WIsRcVi32w3DEGFMHdbtdjGjZV1XVaWMRgQAI6lVJx5gwhFlUafnB6Ew1hI6HK8YsIhgznkQelEQBr7rcZczx2hdlaUxhlIHW+Ccd+KQu+zQ4Y2VlRWXOdYoowRBth/HK8OhEk1TlWWW5tmyKnIjGoKwyxyCsaib5WK+u311f38ftAmCgFJKCInjeLyy0uv3MSF5nk8X81myKJu6qOrJfH75ytb+wVQZK5Ten82B8sl8eXF7b7x+aGd/+szbbrvvgQe/9utf1xuNAUE7OQIAq0EpRQi0vTzf9zm/1tpqS3yMseu6bVvWdd2Dg4P2frWArutaKdV+GObzeRzHT3yXPx8WBtnPNfiY4ygppTYAKK+FG3VOPf2WV7/+TdKi3YOZtCirxMEiFcp4UYc5sFjmrofjbs8PYsrcg9ny4dNnL+4c3HTLze/+X38hTfO6Fq2uU2vLmYss/sIHfP7V//aCtX16Y60GgGvIvvW5L3j1697woT/9M8q9P/vLTy7yOh6NC6GZF5ZljanDXT8pisnBtBZGARqsrAJ2hDGuFwRRR0jZqhvzPDVgpVaXti5XTb0/PTAIGiU3NjaG45EX+FrrWggDQBgDjKXRfqfL3IC7geOGwqBFks6XaSOltOAFvut7UkqlRBSE3U7oYDTqD5Q06SJpv6ODIEAItfSM+XyWJPOmaXQtijTNl+lsbw8bbZSQdVWXhahKLSXFwB3KMLJWN02TL9M8zbSR2IIWkjnOxubmiRMnesMBcRjlDiakrKrdvX0JJohix/UtwdTl3eFodX0DOe5ksZzMlnfdd//r3/yW//I7v9dbXQNA8/lC1NLhnBAEBrTUHudWQ5uJ265UnucAkOf51tZWlmXtdGa5XEop2652y324cuWK53ltz8Ra+/nO1l8uvky2Q0ZpRRkTSqZpPhytSGmyrHzl170mrYVlvDtaPUiSznDohOFsmRLflQgUxpMkqaRa2djErpdkpcfdX3/vb/S7A88LGLtGW1HXqIIAAI+jGVmM4Cnpe55kOMwBC0YJpRRYUBostA9sMfvnv/Qr3/Fd33tpe1Epmzbi3ofONFIDRpiyoqyqRktjmeMBonsHU6FMZzDo9vsYU6EVPGaLmBdF3TSu50VxhzrMcXkLEQ1WKKmMJoy6vucFvud5UgFzfGXJdJFkVc2DjgF86crVx06lSgihGmG1JAhch8Zx7FAqhBB1Y61tBV37+/tpmlZluVwkdZk3dVkXJTbaaulQwhCyRhnRqKbWSoAxAAYh5DDWipEBQDYiy7I8zx3P0aAr0SilqMMczqXRSZYJo4XUWVXsTPZOP3r2oTOPHizmhDvLWjzr+S/89d/+nfsfOvPuf/6elc3DAEgI2R8MWqKSUVYKyTnhDGELTdO0IyHXdR3HuXjx4nve854jR47M5/M8z4MgiKKo7d4uFgsAEEIcOnTIWntwcNByFQGgbQA8QXwO1p/LlMjANfBh7njaGgtYATKYUeb6/cH2wYEThoPNQ24n4nHcGY8qq9IakOv6cTca9FkUSSCHrjv57e/8nmffdquSxhrUNrCMAca4bFSboa9dsH1YjOyTLiqedGAE1iAL1lpjwBhbVKpodJKVRaPWNo/8b//Hv7z/4fue84IXDVfWSyEtYKmMtlDWgru+AeSG0f5sfv7ipbrRnh84rgcEt91ASun23u6VnW3ue5TS1fU1wMgL/DTLyqoqq6psaqEVEMxc7nme63sK8GSe7O4dNNJEnV4YdQDhSjSUO0Vd5XkOxlijs3RZpim2VjbKcRyPu63tdJ7nZVlijOO4E4a+sUpLpbXCYHtxZ9QfMIIpRhisMUYr1W6Ma6pKNBXDCAAe7yIfHBzUdd3pxotlcmnrclGVXhBw3wOMAKG8LK7ubO8dTBj3xutrQdQpqnq2SBj33/nd3/fa170h7g+7/ZExMJstHO5d83o0BgAcQq9lDnyNeN3KNB3HGY/Hz33ucymlLc215a+eOnUKIbS7u/vmN7/5zW9+s+d573nPe9bW1t773vdmWbZYLJ64sQtfguqEPldbZ1kWRlEc92qpGHMYc/KyecFLXvrpe++Z59mh49ddOn9GGz1YW7062d84Nj57fjJZ5tefou/4xjv+2cteuXn0ungwWC6LOA6WywLjQCnFHUoQ1qDhS+Zm+3eQsQ0oRR1qDdYGCEEYiNbWj3wCMJ8vRv34xPU3fNf3fP9bv/HNV6/u3LI6bBpZVOU8WQLGUptufzhP0tki2VwdE8LKLJVCcU6UNI2VSbqs6gohlGWZv+9bhMIwFEq2pyIDVlvT6gjbDTyuo2tTSWM7g55mJCmWCEEcd8u6aprGo47WWishqrLIKa4JKOy4nFIqpSKYIisJIYPBIE2XLO60iixhdZ2mRVEUee769BqB36imqQAha23VNFJbhKkUUmkglKZpiknV6XTabJpkiWiU53mYEt/3KXMMApC6E/eGw+F0npw+fTrP816vt3rk+Ove8E0A4LjYAN7b31tfW28pvh53XdfFBAOAaQQAYMcpiqJt3bbViOM4t912WxRF7U9jjP3iL/7iK17xik9/+tMHBwd//Md/fM8995w4ceLg4OCP/uiPfvAHf/A7v/M7201i7Vnuy8WXPboZY6IosgBCCEwYACgNns9vfv4LnvOpT37wj98/XBlhh0+m08Uy0RY+c9/kO77zG773B3746E23gSEAFJArpYnjQAgTxwEAEELrSmAM3HVAAwC+thvhC0rqJ5uwn2xH0IK1gDCiyEjDGHYw0gy1P6jf7ylrkDXXHT/5vj/8r3d98lP/9df+9c7+XlFU04M5UIqo2+32d3Z2EBDOXYtQUZV1XbuEV1VVWy2lXF1djaKIUsoIXl1dDYLAatnSrRhjAFCLVnQiELKgFsdPnuj5PNf1vMwQIr7vltosk9SjlFKay2XTNARhpVSaLJjbYYxJo42xnudhw5Q1URRx7kSem86V1lJKabV2vQAbLW0N9jErRWMt1BoQEVojzBy3rmttEEeoLCuM6GAw2Nraivs9hFCSJItlwrlHGHUQXuYFoZRSukiXFy9exJT88I/+yM/+7M8iJ9ydHqwNR0JphMzq2voiWfS6vU6nwygDAKsUIhQzpppGlWUrZgOAg4ODwWBgjBmNRi2mAaBpGoxxS/JueyCtaeqtt946HA7bTt9HPvKRl7/85U98j+nnndIwAIC91mpDj3lVOpQBABjjIAAD2uhvecc7P/vwmWlpRtfdcveZXWPw9gyCfvgzv/jvoyiWQjHXNVJrVUqpCQsoA/OYgJh7FACMNV+A3i/I0F/JIepfDYMIOC3pz1IG1pgv1U9hDmcnTz7j5MlnvPH13/gHv/97P/RDPxRHIcY4iL0H7vt0VeZ1OR30TyndpFVB4l53Y93p9z/72c8SihdVfZDlDBOPu73RGpO2ymqCRFUWstC4RkbJYRQ3de04HDeXmkST3KmKihhELEmkMRjHa+uM891FAkBYGIWuSykGbXKo80qEURR0oqqps+XS8VwnIsCd2WIukQxdz/Nc6TjTRSIRbZRHAFliECiPUt/zVNPki1mn10UASNQawBCXeGyWLafnHz517GST1xQ5Vtn5csldsbq+UVRNns0woY+c+czJU0/75V/5tde//nVC20aIkJqN/gCM8dvmkjHdTmyNIYRcu+kEWzCAALsOBsAYZ1nGOV9bWwOA+++//01velM77drd3V1dXb3xxhu/6Zu+aTKZvOQlL2lFN9baq1ev3nzzzRjjP/3TP33Vq17VrmF5grv8BI22Lx1N00SdzvOf/8KPfexjV7a2u91+nheUsHe9611Rt6saiRCyymBCMOMINU/25/99iyCO3/q2O1rC9+72VWNMEAQPPfTQ6sooLyvXYVe2d0Pf7fYHi8W82+1aZMIgSNM0WyZpsrzc6YA2B5P9k0ePKynLsqyFIAhB248xBmMmpSzqZjpLDGZuJ+50OjyI9vf3T5w6tbq6CsgsprP5bGqMVkpRhhohsiwDgjElrutahIqiaBU6ommoRb7DCSGUUmOMgxgBK4UwyrYDWgBACDWN8BzH8dymlk3TEJeHYScri/Pnz29ubnp+6Pv+xa2tHmH7+/uMe3lRcs5/4Rd+4R//8I9agKaRjDOM+VNIQ21rb7lc+r5/8803/+Ef/uFgMJjP521ift3rXveJT3yCUnrixInbb7/9+PHjP/7jP97pdIqi+NCHPhTH8ZUrV/b29sbj8RNc4kkf0fwgBqA33XhL4Ednz57f3590Op1v/dZv/d7v/X4ADBZR7imlwCIAoE9VtPP3KCw4nvcTP/Nzn7zn3g9+6MOj8eosSY4cOWIBG8BZUcbdXl7Wk+l8sLJ+ZXvHWutwjjCupRJKS2XSIj+Yznf29mbzeV7VQlltLSLUAKqlumZKIURZli2PihDCCLZW+67LOTdSSSk458PhcGV9DSNqNFRVUxSVNYhzD1ucpnlTNnXZFFmZ56VoFAZCMAOLXc9jrkcZs4CFNlIpZS0QUpRlIxVjvBURA4Dv+wQzbeBgOt/f3yeO0+v1Dg4OpJQXLlx45Stf+U9//t1vf/vbASBJ0va9EeKpKMPb7nibca21N91009ra2smTJ1ufvjRNb7311pMnTxJCjh8/3pIgOp3OyspKFEW9Xm9jY+OvtXN/0tkagKbZ8pm3PfuWZ96W53lZ1gB4c/MQABaNoMwBwIgwbdGXpvd/tYU2lmAEgKo8v/FZt/30P/mZD37wg7/6K78a+Ox6RHb2JjuT2eHNdeb609ncDTpF3fQQBsBKW9fhru/Vda0MJGka+r6xYAAQoUCZtkgImeW617eEOZxzg5m1Ns+yNC8IwkWRZdkyyzJrTb8X9/t9jPFyPuOcK6W0kFIIyphSqszzwPOFEFVVgdQMMMOkdb5zO10wVkqpwSqlMVaEEI1wLZVeZiGiiNCmrlFZ84ASQkpRWmvLpimbpt0COp1O3/Wud33bt39HbzQGgOVy2e3GAJDnpR/6T8FWvZXuPl5Mc86llG3TGgDa4psQUtd1m9fbgSJCaDgctjSSv/YSTwHWqBN1pVTGaM+L+v0xAAFAddVorR2HGW0pYwAghWHO337D7m85CHUAjBTCDUIAeNHLb3/Ry1/x7ne/+08+cueP/MiPLJO5tahRQB334x//uBDquqNrhLraImUAMGmkTZbZPIFulyDmUNez0ABliDFLSK20zUFIRVxHA2r95qRsykbkVR1EQZvVWgpEkiRXrlxR2nheYBFUVVXkleMaKVVTCUYcq8EqWzQVtthzuJBKCKUtEIQRpgYTpRXRhlpkLFIWlsmyBhzEsQW8WGa+ar2uOWXMWlvVIoqi4ydOvv8DH3nLW97SGw7LorDWxnFsAbKsMMY8hXNQmqadTqdF54c//OGHHnooiqLW7G86nbaI9zwvz/N2VF5VFaXU9/12AflyucQYv/Od77w2J/4y8aRhPZslg8GQMcoYrsqyyOsgDLUyLvdbJ4Ysy+JuBwCYg436cpqsr5qQymBk60ZywNYo7rpgNKL8a15++y/98r/8wAc+8Dv/5benSdpNUuy4w34ICFtAGjBlbhDFhLsaUewAoozygLpCKgOUYcfDrDKoarSulYZKLtMcKOVBRLnLAe1PZ62DmTEmy7I0SzDGe/t7Hvc9L6CESpHXUgStw5bQRVYaabSyTd0YabRvkAUDuGoEpVQjZIEoQI02rSmXRrgWYPOC+gEmTJSNtHnU6XLXb7esE9BZUZ796EevO344WaZrh8B1XUwIACSLRbfXA4CiqHzvydWZbTJWSlVV9YlPfOJDH/pQkiStMyVjrGmaFspRFI1GowsXLoRh2H4G1tbWHn300fF4vLe398Y3vnFlZeUJrnLN/vBvHhgbKUSrFmaOa7TGGGtlCaXWAMJQ5HUQum3Priol97+6cW0sqqrKGNPphG3DpqlLQggy2lqLwBLO3//7v/cDP/ADy+XScZy1YWdzfWN/f7eu60MbG+uraxfOn93f3x/2+uPRMJnN8zTjnG9urC0Wi/l8jmV58sQJZfT5i5cAk9X1de75jVDTRXLo8GFKqVJqmWdN07Q2dlVebmxsEIdNp1Ol1GAwAIDZbCalJICaqs7znADqxnH7kSgB+a6HLRR52pQFRtBaLimlGiEVQn4n5m6QVXUjpReEZV1xzqFdQgvYGPP+97//xmc801pA+HNNIwtQ14IQQsmTGzS0TCatNWOsdX1oDd4B4PMLjDzP2850m6TTNPU8r7UcaR0avsKdEGsRc9yu42qtrUWYMK01YdRaSLMijoMgdJWCqqqjyNXWfLWna0SQH/oYoCxrpVSnE3K31TEYAMjSNOLu677xreuHjt5999333HPPnX/8vkWWz9PCKl3UapHl03m6zETUMUKDtKixgK01hAHjhLkWFHY9ojVQZgwIpUVepkVuDFRVRRxGKaPMEVIZCwiTJC+CvGCMZXlJCEFAAEBJk6WF77rKWKWMtFYYGxDGHDJL0lYBqRHWGGsAbK2xViHMwo5uZN0o5hPuBUKXolG9Xi+I4kceeWQ0Gr32ta/9yZ/66cH4WkkdBAGhzuMQpJRSiu2TrK0ZY48znFzXbVvRLY3J2mv7aHq9XhiGLckiDMP5fN4KnK21QRDMZjPP85540PhUYP2YNymxtuVgkvalRVHQ/gJjCALXGPD9p9IA+nsVrQTYPKbEaV8geuxFBWHHWgMAtz33ebc993kAcOf7X3PHHXfkpR72g6wsLcZFI90wKIW2mBVC78+yI0fW07JJ8soyvrszP3IC6lp6YYwQaTSEocekms/neVX1PO9gOsWUIeZYQosmNxaVVeMBlspkWeG6vud5QijOvbpqXNcNI2yttYARc5QxjTa4lpwDECaBiKailLquh7VWBrDjEOZoiwhljqPzoto9d+EVt7/yP/3n3/y617wGEMqXyzwvwihqSXP2MUpdq0F8spiGx/47PE6ifEzR+PjUMI7jNhO3lzDGdLvd1keu/W171nzieApHRnjKpiRfjfElieCtx04LbvuF78arXv+mz9z3YF3Xu9tX3vve9/7RH/1RU5u4w72ALavGDcN42Ctq6WtLPG93d3e4Ptybp4QQhZ2r29tR5AdxfDCfE0oJdQhzEHM1WNAIA0HM7a6sVFXd6AJRZolcJClGdDRevXjhAqXU8XzM1DJNG934Urmu6/qhkBI0BH4QUjKfm1oKK9VovLK9vV1VTafb17VsmnI0Xr31tpPPe/FzX/SiF93yrFsBEyVl2O0BQF1dq0y+WuLJZ+snwPSXqrL+Dkh5f79CmyPXnaiL4vobbzp09LrXveFNnPPJ7t7/+6EPnD59ushySqk2RiPM/ahRO3uLtL+yoZSYJAeNBCZMXoqV9Y3z58/zIKe+XyuNCUUEU+65hD76yMP9fn88HEohyqquhayaRijFXU9KaSyEcVw2zWyxUJNJt9sVGmdFSeqGMIoI1QhXyliq733wkWPHjnFfX7q0dfy6Ez/xkz/2Ld/y9mjQk7p+TJIHhBCjNSDCHNd+Vd3JJ31k/GJYo7/ma+jvgEL99ySupXCjMSFZmkZxCK0k1PVmkz3f93/jN37j4x/7aJIkOzs7aZoiZIui8Bz/xhtvzJbLC+fPUoq7nZAx6jhOa9vOXLeom7DTRQRbRJIkEXVurSUYy7qRjeh24igI6rKKw2h7b5cQsnFoM0mSeZIQRkejUaNIkiR5kWqtjDHGKN/3O52Otfbrv/51r371a44eOb6ystYbjcBCucj9YVgURUuZAoA8z9vO8VdWGf63HU8e1k/0of0Sr/zvgmv6txnor7yoJ/q+AhBCua6jtSXkmktiGIatp0JT15xzQDbPsg984AN3f+rTeZ7f98CZCxfOgTG+xzzHGQ37sqnPnX9UKT0YDkYrq0mal0KWdd0fjDzPW6aTqix91/O5m84XdVkN+4PRYDCZTIQQ1tpOt7uztyu1qoQmBKoajh45esstN5182smbbrrp1lufdf3111PG6qpCBhjjmHHQIGvJOAMMRVN7nttKDY0BsLoduX+Rmdjjb8sTvxv/f8WThrX+Ilh/cbb+YhAQ89TK978vge3nRA8WfcEt/JJ3FGHcNBohZK1t964vl2ncjVrf7Sxbtjqox/eqTBflX/zZn21tXRZVPp9OHnzg3k9/8i+Xac0oAAB1WV5KQqmQCpgDxvAAXId3o45qxN72jDzGVgeATsAbKQAjocwb3/yG57/ohZubm4x0brjh+qNHjwK2FjQlFMCmWcq5yx0OgJWwBAgi13iUlRKu6wCAUkYI0ZpV6y90Xfr8j/r/dLB+IkB/rvIgX+Bo+tUX2Mq/ekD4fHx/0X21GNe15pwYCwgBRiCV5pTUtXBdR2llrWWUARipZFmWfqenBGglkTVhwPe3rz565uFjx46sr6/fc8895y5dtgiduuFmbeH8xcv3P/jgcMiNUloqBvi648df+JzndcLw4vkLvusdOXYUAITR5y6cv/7pNxBCAWC5FFEUIWTzPFdGhqFPCQWAoiwIoo7jEkzAgpEgawWAcQdLqa21DCNrrTGGMUYI+vymx/+ksP4S9fTjf/LFpfT/FLB+PD6H78eR/VdhDQDWghDGWO25DADqRriPrc1UWrX7wNsNfcLibFkNex4C0EI5DgZrQCvAWIqGMEdowxyvUobR9kISXRMn26asPNcFwDLLmesCpVY0yOWL2bQ3HGowGDCCa++/AYvAGgBtpTEGGeQwBwGWjTIa8WtkXdC0fZKAEDAMAGAMKKUeu3r7Lvx9h/X/BychNKGMA+8FAAAAAElFTkSuQmCC\n",
"text/plain": [
"<PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=242x208 at 0x7F4D64D05D60>"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import urllib\n",
"from PIL import Image\n",
"\n",
"url = 'https://geocomp.s3.amazonaws.com/data/Random_ammonite.jpeg'\n",
"img = Image.open(urllib.request.urlopen(url))\n",
"\n",
"img"
]
},
{
"cell_type": "markdown",
"id": "59a51556",
"metadata": {},
"source": [
"## To memory using `requests`\n",
"\n",
"To get this library, `pip install requests`"
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "ab6fd536",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'Vp,Vs,rho,Lithology\\n3045.6,1595.7,2.1091205853328656,sandstone\\n3000.6,1517.1,2.0903420131307504,sand'"
]
},
"execution_count": 25,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import requests\n",
"\n",
"url = 'https://geocomp.s3.amazonaws.com/data/RPC_simple.csv'\n",
"\n",
"r = requests.get(url)\n",
"r.text[:100]"
]
},
{
"cell_type": "markdown",
"id": "339f45c2",
"metadata": {},
"source": [
"If you need a file-like, you can do this sort of thing:"
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "9787e597",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[3.04560000e+03, 1.59570000e+03, 2.10912059e+00, nan],\n",
" [3.00060000e+03, 1.51710000e+03, 2.09034201e+00, nan],\n",
" [3.36360000e+03, 2.04150000e+03, 2.13198998e+00, nan],\n",
" ...,\n",
" [5.09242916e+03, 2.84552550e+03, 2.66721691e+00, nan],\n",
" [3.32464337e+03, 1.66765261e+03, 2.57005270e+00, nan],\n",
" [5.07709503e+03, 2.78727889e+03, 2.52150149e+00, nan]])"
]
},
"execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from io import StringIO\n",
"\n",
"url = 'https://geocomp.s3.amazonaws.com/data/RPC_simple.csv'\n",
"\n",
"r = requests.get(url)\n",
"np.genfromtxt(StringIO(r.text), delimiter=',', skip_header=1, )"
]
},
{
"cell_type": "markdown",
"id": "040afa33",
"metadata": {},
"source": [
"`r.content` holds the bytes (e.g. for an image):"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "883c7bf2",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=242x208 at 0x7F4D6440FFA0>"
]
},
"execution_count": 26,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from io import BytesIO\n",
"\n",
"url = 'https://geocomp.s3.amazonaws.com/data/Random_ammonite.jpeg'\n",
"\n",
"r = requests.get(url)\n",
"\n",
"Image.open(BytesIO(r.content))"
]
},
{
"cell_type": "markdown",
"id": "72f2d977",
"metadata": {},
"source": [
"To send data, use `requests.get(url, params={'my_query': 1000})` for example.\n",
"\n",
"To make a POST request, use `requests.post`, etc."
]
},
{
"cell_type": "markdown",
"id": "fbee48ea",
"metadata": {},
"source": [
"---\n",
"\n",
"&copy; 2021 AgileScientific.com"
]
}
],
"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": "3.9.7"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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