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Diffuse Optimization
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{
"cells": [
{
"cell_type": "markdown",
"id": "4d5f7793-7258-4382-a259-a22d2ffe30e7",
"metadata": {},
"source": [
"# Diffuse Optimization"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "c9bd8153-828d-4bf2-92bc-7f566d91f224",
"metadata": {},
"outputs": [],
"source": [
"import pvlib as pvl\n",
"import scipy.optimize as scopt\n",
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib as plt\n",
"from matplotlib import pyplot as plt\n",
"import seaborn as sns\n",
"import pathlib\n",
"import warnings\n",
"from tqdm import tqdm\n",
"\n",
"sns.set()"
]
},
{
"cell_type": "markdown",
"id": "c9f27243-a27c-49ef-b7bf-304846df1a2c",
"metadata": {},
"source": [
"## Inputs"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "561648ed-19bc-4659-90d5-89b5e51e7da5",
"metadata": {},
"outputs": [],
"source": [
"# INPUTS\n",
"YEAR = 2023\n",
"GCR = 0.35\n",
"PHI_MAX = 60.0"
]
},
{
"cell_type": "markdown",
"id": "417fde45-c32e-4467-b944-53189dba89ac",
"metadata": {},
"source": [
"## Weather"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "01e255f4-29f3-4da7-afa6-dc2024621df2",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"lat: 36.1, lon: -79.95, elev: 273.0, tz: Etc/GMT+5\n"
]
},
{
"data": {
"text/plain": [
"'GREENSBORO PIEDMONT TRIAD INT, NC (723170)'"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"DATA_DIR = pathlib.Path(pvl.__file__).parent / 'data'\n",
"TMY_FILE = DATA_DIR / '723170TYA.CSV'\n",
"TMY_DATA, TMY_HEAD = pvl.iotools.read_tmy3(TMY_FILE)\n",
"LAT = TMY_HEAD['latitude']\n",
"LON = TMY_HEAD['longitude']\n",
"ELEV = TMY_HEAD['altitude']\n",
"UTC_OFFSET = TMY_HEAD['TZ']\n",
"TZ = f\"Etc/GMT{-UTC_OFFSET:+n}\"\n",
"NAME = f\"{TMY_HEAD['Name'][1:-1]}, {TMY_HEAD['State']} ({TMY_HEAD['USAF']})\"\n",
"print(f'lat: {LAT}, lon: {LON}, elev: {ELEV}, tz: {TZ}')\n",
"NAME"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "6492c2f7-4ce9-4336-81e7-7d16ee2112b2",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Index(['Date (MM/DD/YYYY)', 'Time (HH:MM)', 'ETR', 'ETRN', 'GHI', 'GHISource',\n",
" 'GHIUncertainty', 'DNI', 'DNISource', 'DNIUncertainty', 'DHI',\n",
" 'DHISource', 'DHIUncertainty', 'GHillum', 'GHillumSource',\n",
" 'GHillumUncertainty', 'DNillum', 'DNillumSource', 'DNillumUncertainty',\n",
" 'DHillum', 'DHillumSource', 'DHillumUncertainty', 'Zenithlum',\n",
" 'ZenithlumSource', 'ZenithlumUncertainty', 'TotCld', 'TotCldSource',\n",
" 'TotCldUncertainty', 'OpqCld', 'OpqCldSource', 'OpqCldUncertainty',\n",
" 'DryBulb', 'DryBulbSource', 'DryBulbUncertainty', 'DewPoint',\n",
" 'DewPointSource', 'DewPointUncertainty', 'RHum', 'RHumSource',\n",
" 'RHumUncertainty', 'Pressure', 'PressureSource', 'PressureUncertainty',\n",
" 'Wdir', 'WdirSource', 'WdirUncertainty', 'Wspd', 'WspdSource',\n",
" 'WspdUncertainty', 'Hvis', 'HvisSource', 'HvisUncertainty', 'CeilHgt',\n",
" 'CeilHgtSource', 'CeilHgtUncertainty', 'Pwat', 'PwatSource',\n",
" 'PwatUncertainty', 'AOD', 'AODSource', 'AODUncertainty', 'Alb',\n",
" 'AlbSource', 'AlbUncertainty', 'Lprecipdepth', 'Lprecipquantity',\n",
" 'LprecipSource', 'LprecipUncertainty', 'PresWth', 'PresWthSource',\n",
" 'PresWthUncertainty'],\n",
" dtype='object')"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"TMY_DATA.columns"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "96b19f0f-d573-4f56-ba94-bf3a5d461310",
"metadata": {},
"outputs": [],
"source": [
"tmy_data = TMY_DATA[['DNI', 'GHI', 'DHI', 'ETR', 'DryBulb', 'DewPoint', 'RHum', 'Pressure', 'Wspd', 'Pwat', 'AOD', 'Alb', 'Lprecipdepth']]\n",
"times = pd.date_range(start=f'{YEAR}-01-01 00:30:00', end=f'{YEAR}-12-31 23:59:59', tz=TZ, freq='H')\n",
"tmy_data.index = times"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "d1d27b20-f543-4f6c-b2f5-3c1fe2f9c477",
"metadata": {},
"outputs": [
{
"data": {
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"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
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"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>DNI</th>\n",
" <th>GHI</th>\n",
" <th>DHI</th>\n",
" <th>ETR</th>\n",
" <th>DryBulb</th>\n",
" <th>DewPoint</th>\n",
" <th>RHum</th>\n",
" <th>Pressure</th>\n",
" <th>Wspd</th>\n",
" <th>Pwat</th>\n",
" <th>AOD</th>\n",
" <th>Alb</th>\n",
" <th>Lprecipdepth</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>2023-01-01 00:30:00-05:00</th>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>10.0</td>\n",
" <td>6.1</td>\n",
" <td>77</td>\n",
" <td>993</td>\n",
" <td>6.2</td>\n",
" <td>1.5</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
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" <th>2023-01-01 01:30:00-05:00</th>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>10.0</td>\n",
" <td>6.7</td>\n",
" <td>80</td>\n",
" <td>993</td>\n",
" <td>5.2</td>\n",
" <td>1.6</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2023-01-01 02:30:00-05:00</th>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>10.0</td>\n",
" <td>7.2</td>\n",
" <td>83</td>\n",
" <td>993</td>\n",
" <td>5.7</td>\n",
" <td>1.6</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2023-01-01 03:30:00-05:00</th>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>10.0</td>\n",
" <td>7.2</td>\n",
" <td>83</td>\n",
" <td>992</td>\n",
" <td>5.7</td>\n",
" <td>1.6</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2023-01-01 04:30:00-05:00</th>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>10.0</td>\n",
" <td>7.2</td>\n",
" <td>83</td>\n",
" <td>992</td>\n",
" <td>5.2</td>\n",
" <td>1.6</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2023-01-01 05:30:00-05:00</th>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>10.0</td>\n",
" <td>7.8</td>\n",
" <td>86</td>\n",
" <td>992</td>\n",
" <td>4.1</td>\n",
" <td>1.7</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2023-01-01 06:30:00-05:00</th>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>10.0</td>\n",
" <td>8.3</td>\n",
" <td>90</td>\n",
" <td>992</td>\n",
" <td>4.1</td>\n",
" <td>1.8</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2023-01-01 07:30:00-05:00</th>\n",
" <td>1</td>\n",
" <td>9</td>\n",
" <td>9</td>\n",
" <td>25</td>\n",
" <td>10.0</td>\n",
" <td>8.9</td>\n",
" <td>93</td>\n",
" <td>992</td>\n",
" <td>5.2</td>\n",
" <td>1.8</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2023-01-01 08:30:00-05:00</th>\n",
" <td>3</td>\n",
" <td>46</td>\n",
" <td>46</td>\n",
" <td>228</td>\n",
" <td>10.0</td>\n",
" <td>9.4</td>\n",
" <td>96</td>\n",
" <td>993</td>\n",
" <td>5.2</td>\n",
" <td>1.9</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2023-01-01 09:30:00-05:00</th>\n",
" <td>4</td>\n",
" <td>79</td>\n",
" <td>78</td>\n",
" <td>439</td>\n",
" <td>10.6</td>\n",
" <td>10.0</td>\n",
" <td>96</td>\n",
" <td>993</td>\n",
" <td>5.2</td>\n",
" <td>1.9</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2023-01-01 10:30:00-05:00</th>\n",
" <td>3</td>\n",
" <td>199</td>\n",
" <td>198</td>\n",
" <td>598</td>\n",
" <td>11.7</td>\n",
" <td>10.6</td>\n",
" <td>93</td>\n",
" <td>993</td>\n",
" <td>6.2</td>\n",
" <td>2.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2023-01-01 11:30:00-05:00</th>\n",
" <td>3</td>\n",
" <td>261</td>\n",
" <td>260</td>\n",
" <td>696</td>\n",
" <td>11.7</td>\n",
" <td>10.6</td>\n",
" <td>93</td>\n",
" <td>992</td>\n",
" <td>5.2</td>\n",
" <td>2.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" DNI GHI DHI ETR DryBulb DewPoint RHum \\\n",
"2023-01-01 00:30:00-05:00 0 0 0 0 10.0 6.1 77 \n",
"2023-01-01 01:30:00-05:00 0 0 0 0 10.0 6.7 80 \n",
"2023-01-01 02:30:00-05:00 0 0 0 0 10.0 7.2 83 \n",
"2023-01-01 03:30:00-05:00 0 0 0 0 10.0 7.2 83 \n",
"2023-01-01 04:30:00-05:00 0 0 0 0 10.0 7.2 83 \n",
"2023-01-01 05:30:00-05:00 0 0 0 0 10.0 7.8 86 \n",
"2023-01-01 06:30:00-05:00 0 0 0 0 10.0 8.3 90 \n",
"2023-01-01 07:30:00-05:00 1 9 9 25 10.0 8.9 93 \n",
"2023-01-01 08:30:00-05:00 3 46 46 228 10.0 9.4 96 \n",
"2023-01-01 09:30:00-05:00 4 79 78 439 10.6 10.0 96 \n",
"2023-01-01 10:30:00-05:00 3 199 198 598 11.7 10.6 93 \n",
"2023-01-01 11:30:00-05:00 3 261 260 696 11.7 10.6 93 \n",
"\n",
" Pressure Wspd Pwat AOD Alb Lprecipdepth \n",
"2023-01-01 00:30:00-05:00 993 6.2 1.5 0.0 0.0 0 \n",
"2023-01-01 01:30:00-05:00 993 5.2 1.6 0.0 0.0 0 \n",
"2023-01-01 02:30:00-05:00 993 5.7 1.6 0.0 0.0 0 \n",
"2023-01-01 03:30:00-05:00 992 5.7 1.6 0.0 0.0 0 \n",
"2023-01-01 04:30:00-05:00 992 5.2 1.6 0.0 0.0 0 \n",
"2023-01-01 05:30:00-05:00 992 4.1 1.7 0.0 0.0 0 \n",
"2023-01-01 06:30:00-05:00 992 4.1 1.8 0.0 0.0 0 \n",
"2023-01-01 07:30:00-05:00 992 5.2 1.8 0.0 0.0 0 \n",
"2023-01-01 08:30:00-05:00 993 5.2 1.9 0.0 0.0 5 \n",
"2023-01-01 09:30:00-05:00 993 5.2 1.9 0.0 0.0 5 \n",
"2023-01-01 10:30:00-05:00 993 6.2 2.0 0.0 0.0 3 \n",
"2023-01-01 11:30:00-05:00 992 5.2 2.0 0.0 0.0 0 "
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tmy_data[['DNI', 'GHI', 'DHI', 'ETR', 'DryBulb', 'DewPoint', 'RHum', 'Pressure', 'Wspd', 'Pwat', 'AOD', 'Alb', 'Lprecipdepth']].head(12)"
]
},
{
"cell_type": "markdown",
"id": "80381dcd-ee74-485e-a5c5-e2878c48cf2e",
"metadata": {},
"source": [
"### Annual Diffuse Fraction"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "c8da9ee2-f65d-4eea-a433-68427b458aa3",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Annual diffuse fraction (DF) = 43.559%\n"
]
}
],
"source": [
"DF = tmy_data['DHI'].sum()/tmy_data['GHI'].sum()\n",
"print(f'Annual diffuse fraction (DF) = {100*DF:g}%')"
]
},
{
"cell_type": "markdown",
"id": "f777a573-d9e0-4401-87e9-da5c17870b85",
"metadata": {},
"source": [
"## Location"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "8a85e0f0-2d88-4125-a0e5-ee4dd15d692d",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Location: \n",
" name: GREENSBORO PIEDMONT TRIAD INT, NC (723170)\n",
" latitude: 36.1\n",
" longitude: -79.95\n",
" altitude: 273.0\n",
" tz: Etc/GMT+5"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tmy_loc = pvl.location.Location(latitude=LAT, longitude=LON, altitude=ELEV, tz=TZ, name=NAME)\n",
"tmy_loc"
]
},
{
"cell_type": "markdown",
"id": "56855aa1-a255-4ad6-b556-8611910cad0e",
"metadata": {},
"source": [
"## Solar Position"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "dbc59a6d-6f66-4184-b7c8-39ec7024ed8c",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
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"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>apparent_zenith</th>\n",
" <th>zenith</th>\n",
" <th>apparent_elevation</th>\n",
" <th>elevation</th>\n",
" <th>azimuth</th>\n",
" <th>equation_of_time</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>2023-01-01 00:30:00-05:00</th>\n",
" <td>166.837008</td>\n",
" <td>166.837008</td>\n",
" <td>-76.837008</td>\n",
" <td>-76.837008</td>\n",
" <td>6.988602</td>\n",
" <td>-3.295800</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2023-01-01 01:30:00-05:00</th>\n",
" <td>160.494798</td>\n",
" <td>160.494798</td>\n",
" <td>-70.494798</td>\n",
" <td>-70.494798</td>\n",
" <td>52.468438</td>\n",
" <td>-3.315478</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2023-01-01 02:30:00-05:00</th>\n",
" <td>149.654227</td>\n",
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" </tr>\n",
" <tr>\n",
" <th>2023-01-01 03:30:00-05:00</th>\n",
" <td>137.755803</td>\n",
" <td>137.755803</td>\n",
" <td>-47.755803</td>\n",
" <td>-47.755803</td>\n",
" <td>85.221982</td>\n",
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" <tr>\n",
" <th>2023-01-01 04:30:00-05:00</th>\n",
" <td>125.650864</td>\n",
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"</div>"
],
"text/plain": [
" apparent_zenith zenith apparent_elevation \\\n",
"2023-01-01 00:30:00-05:00 166.837008 166.837008 -76.837008 \n",
"2023-01-01 01:30:00-05:00 160.494798 160.494798 -70.494798 \n",
"2023-01-01 02:30:00-05:00 149.654227 149.654227 -59.654227 \n",
"2023-01-01 03:30:00-05:00 137.755803 137.755803 -47.755803 \n",
"2023-01-01 04:30:00-05:00 125.650864 125.650864 -35.650864 \n",
"\n",
" elevation azimuth equation_of_time \n",
"2023-01-01 00:30:00-05:00 -76.837008 6.988602 -3.295800 \n",
"2023-01-01 01:30:00-05:00 -70.494798 52.468438 -3.315478 \n",
"2023-01-01 02:30:00-05:00 -59.654227 73.272357 -3.335146 \n",
"2023-01-01 03:30:00-05:00 -47.755803 85.221982 -3.354805 \n",
"2023-01-01 04:30:00-05:00 -35.650864 94.145783 -3.374455 "
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"sp = tmy_loc.get_solarposition(times)\n",
"sp.head()"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "7ef0a859-466b-4af1-8a94-7d139fd501a3",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"sunrise 2023-07-04 05:07:47.932823296-05:00\n",
"sunset 2023-07-04 19:40:39.679796736-05:00\n",
"transit 2023-07-04 12:24:15.422539008-05:00\n",
"Name: 2023-07-04 00:30:00-05:00, dtype: datetime64[ns, Etc/GMT+5]"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"jul4am, jul4pm = f'{YEAR}-07-04 00:30:00{UTC_OFFSET:+02n}:00', f'{YEAR}-07-04 23:59:59{UTC_OFFSET:+02n}:00'\n",
"solar_time = pvl.solarposition.sun_rise_set_transit_spa(latitude=LAT, longitude=LON, times=times[times.date==pd.to_datetime(jul4am).date()]).iloc[0]\n",
"solar_time"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "b7915be5-67b9-43cd-92e0-cc14c5dfc520",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sp[jul4am:jul4pm][['apparent_zenith', 'azimuth']].plot()\n",
"plt.hlines(xmin=jul4am, xmax=jul4pm, y=[90, 180], color='gray', linestyle='dashed')\n",
"plt.vlines(\n",
" x=[solar_time['sunrise'], solar_time['transit'], solar_time['sunset']],\n",
" ymin=0, ymax=360, color='grey', linestyle='dashed')\n",
"plt.title(f'solar position: {pd.to_datetime(jul4am).date()}')\n",
"plt.ylabel('degrees');"
]
},
{
"cell_type": "markdown",
"id": "10359684-9c57-4025-999d-f1683d74aa31",
"metadata": {},
"source": [
"## Standard Tracking"
]
},
{
"cell_type": "code",
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"id": "69cddbdb-a378-44c7-a7a3-3c4528422d9f",
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"text/plain": [
" tracker_theta aoi surface_azimuth \\\n",
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"2023-01-01 04:30:00-05:00 0.000000 0.000000 0.000000 \n",
"2023-01-01 05:30:00-05:00 0.000000 0.000000 0.000000 \n",
"2023-01-01 06:30:00-05:00 0.000000 0.000000 0.000000 \n",
"2023-01-01 07:30:00-05:00 0.000000 0.000000 0.000000 \n",
"2023-01-01 08:30:00-05:00 -23.692733 62.411951 90.000000 \n",
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"\n",
" surface_tilt is_backtracking \n",
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"2023-01-01 01:30:00-05:00 0.000000 False \n",
"2023-01-01 02:30:00-05:00 0.000000 False \n",
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]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Set axis azimuth to 180.0 (due south)\n",
"# so tracker theta goes from negative in morning to positive at night\n",
"std_tracker = pvl.tracking.singleaxis(\n",
" sp.apparent_zenith, sp.azimuth, max_angle=PHI_MAX, gcr=GCR, axis_azimuth=180.0)\n",
"std_tracker.fillna(0, inplace=True)\n",
"no_backtrack = pvl.tracking.singleaxis(\n",
" sp.apparent_zenith, sp.azimuth, max_angle=PHI_MAX, gcr=GCR, axis_azimuth=180.0, backtrack=False)\n",
"is_backtracking = np.abs(std_tracker['tracker_theta'] - no_backtrack['tracker_theta']) > 0\n",
"std_tracker['is_backtracking'] = is_backtracking\n",
"std_tracker.head(24)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "8382390f-b24e-41f2-92e7-cca32d7cb684",
"metadata": {},
"outputs": [
{
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\n",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"f, a = plt.subplots(2, 1, sharex=True)\n",
"std_tracker[jul4am:jul4pm][['tracker_theta', 'aoi']].plot(ax=a[0])\n",
"a[0].vlines(\n",
" x=[solar_time['sunrise'], solar_time['transit'], solar_time['sunset']],\n",
" ymin=-90, ymax=90, color='grey', linestyle='dashed')\n",
"a[0].set_ylabel('degrees')\n",
"std_tracker[jul4am:jul4pm][['surface_azimuth', 'surface_tilt']].plot(ax=a[1], linestyle='', marker='o')\n",
"a[1].hlines(xmin=jul4am, xmax=jul4pm, y=[90, 270], color='gray', linestyle='dashed')\n",
"a[1].vlines(\n",
" x=[solar_time['sunrise'], solar_time['transit'], solar_time['sunset']],\n",
" ymin=0, ymax=360, color='grey', linestyle='dashed')\n",
"a[1].set_ylabel('degrees')\n",
"f.suptitle(f'solar position: {pd.to_datetime(jul4am).date()}')\n",
"f.tight_layout()"
]
},
{
"cell_type": "markdown",
"id": "918e19a2-9681-4644-9587-9ce23b467a2d",
"metadata": {},
"source": [
"## POA with Standard Tracking"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "19910d0d-c405-498f-ae90-275803d2157b",
"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>poa_global</th>\n",
" <th>poa_direct</th>\n",
" <th>poa_diffuse</th>\n",
" <th>poa_sky_diffuse</th>\n",
" <th>poa_ground_diffuse</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>2023-01-01 00:30:00-05:00</th>\n",
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"</table>\n",
"</div>"
],
"text/plain": [
" poa_global poa_direct poa_diffuse \\\n",
"2023-01-01 00:30:00-05:00 0.0 0.0 0.0 \n",
"2023-01-01 01:30:00-05:00 0.0 0.0 0.0 \n",
"2023-01-01 02:30:00-05:00 0.0 0.0 0.0 \n",
"2023-01-01 03:30:00-05:00 0.0 0.0 0.0 \n",
"2023-01-01 04:30:00-05:00 0.0 0.0 0.0 \n",
"\n",
" poa_sky_diffuse poa_ground_diffuse \n",
"2023-01-01 00:30:00-05:00 0.0 0.0 \n",
"2023-01-01 01:30:00-05:00 0.0 0.0 \n",
"2023-01-01 02:30:00-05:00 0.0 0.0 \n",
"2023-01-01 03:30:00-05:00 0.0 0.0 \n",
"2023-01-01 04:30:00-05:00 0.0 0.0 "
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dni_extra = pvl.irradiance.get_extra_radiation(times)\n",
"std_irrad = pvl.irradiance.get_total_irradiance(\n",
" surface_tilt=std_tracker.surface_tilt, surface_azimuth=std_tracker.surface_azimuth,\n",
" solar_zenith=sp.apparent_zenith, solar_azimuth=sp.azimuth,\n",
" dni=tmy_data['DNI'], ghi=tmy_data['GHI'], dhi=tmy_data['DHI'],\n",
" dni_extra=dni_extra, model='perez')\n",
"std_irrad.head()"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "4367eab8-f720-4bf7-95f6-d01c36df45dd",
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"std_irrad[jul4am:jul4pm].plot()\n",
"plt.ylabel('$W/m^2$');"
]
},
{
"cell_type": "markdown",
"id": "53751ce1-809d-4530-975e-bbbc14ed8e92",
"metadata": {},
"source": [
"## Diffuse Optimization\n",
"Use a [SciPy Optimize](https://docs.scipy.org/doc/scipy/reference/optimize.html) [scalar minimization function](https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.minimize_scalar.html) to find the tracker position that mazimizes the POA for every daylight hour. This requires an \"objective\" function."
]
},
{
"cell_type": "markdown",
"id": "0050f8cc-c9e9-469b-8b37-106d142cbb2f",
"metadata": {},
"source": [
"### Objective Function\n",
"Our objective function will simply be the global POA given a particular tracker rotation. We will allow the scalar minimization function to iterate over this until it finds the tracker position that maximizes the POA."
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "4126b579-78fa-4577-86c0-daec09fec368",
"metadata": {},
"outputs": [],
"source": [
"def get_poa_global_for_tracker_theta(tracker_theta, kwargs):\n",
" \"\"\"\n",
" Get global POA for a given tracker rotation.\n",
" \n",
" Parameters\n",
" ----------\n",
" tracker_theta : float\n",
" Tracker rotation in degrees to be iterated by minimizer.\n",
" kwargs : dict\n",
" Python dictionary of constant parameters that are constant during iterations.\n",
"\n",
" Returns\n",
" -------\n",
" The global POA in [W/m2] for the current iteration of tracker rotation.\n",
" \"\"\"\n",
" surface_tilt = abs(tracker_theta)\n",
" if tracker_theta < 0:\n",
" surface_azimuth = 90.0\n",
" else:\n",
" surface_azimuth = 270.0\n",
" with warnings.catch_warnings():\n",
" warnings.simplefilter(\"ignore\")\n",
" irrad = pvl.irradiance.get_total_irradiance(\n",
" surface_tilt=surface_tilt, surface_azimuth=surface_azimuth,\n",
" solar_zenith=kwargs['solar_zenith'], solar_azimuth=kwargs['solar_azimuth'],\n",
" dni=kwargs['dni'], ghi=kwargs['ghi'], dhi=kwargs['dhi'],\n",
" dni_extra=kwargs['dni_extra'], model='perez')\n",
" return irrad['poa_global']"
]
},
{
"cell_type": "markdown",
"id": "ce792328-dca4-412b-9073-6df7c4c6ca37",
"metadata": {},
"source": [
"### Scalar Minimization\n",
"We use the [Brent's](https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.fminbound.html) bounded minimization function because we know that the tracker can't rotate past it's rotation limits. A bounded minimization is one class of optimization problems that can be solved by applying the bisection search method. We loop over all the hours of the year, but we can skip any time when the POA is zero, _IE_: when it's night. We also limit rotation further when it's backtracking to avoid shade. We use a Python Lambda to pass in the constant arguments, and only allow `x` to vary during each iteration. We also reverse the sign so that the minimizer finds the maximum POA. Then we store the results in a dictionary that can be easily converted to a dataframe later. The minimizer returns the results in a dictionary like object which contains the value, `x`, of the tracker rotation that maximized the objective function, `fun`, and other info about each solution. We can reuse the result to find the POA at the optima instead of recalculating it, but we need to reverse the sign again to get the maximum POA."
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "13276ed1-ed80-4a1e-9043-e2b2410dd568",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|█████████████████████████████████████████████████████████████████████████████| 8760/8760 [00:30<00:00, 288.24it/s]\n"
]
}
],
"source": [
"diffuse_optima = {}\n",
"for t in tqdm(times):\n",
" if np.isclose(std_irrad.loc[t].poa_global, 0.0):\n",
" diffuse_optima[t] = (0.0, 0.0, True, 'night', 0, 0)\n",
" continue\n",
" kwargs = {\n",
" 'solar_zenith': sp.loc[t]['apparent_zenith'],\n",
" 'solar_azimuth': sp.loc[t]['azimuth'],\n",
" 'dni': tmy_data.loc[t]['DNI'],\n",
" 'ghi': tmy_data.loc[t]['GHI'],\n",
" 'dhi': tmy_data.loc[t]['DHI'],\n",
" 'dni_extra': dni_extra.loc[t]}\n",
" bounds = [-PHI_MAX, PHI_MAX]\n",
" if std_tracker.loc[t]['is_backtracking']:\n",
" phi_max = abs(std_tracker.loc[t]['tracker_theta'])\n",
" bounds = [-phi_max, phi_max]\n",
" res = scopt.minimize_scalar(\n",
" lambda x: -get_poa_global_for_tracker_theta(x, kwargs), # negative to maximize!\n",
" bounds=bounds, method='bounded') # bounded brent is the default when\n",
" get_poa_global_for_tracker_theta(res['x'], kwargs)\n",
" diffuse_optima[t] = (\n",
" -res['fun'], res['x'], res['success'], res['message'], res['nfev'], res['nit'])\n",
"diffuse_optima_names = ('poa_global', 'tracker_theta', 'success', 'message', 'nfev', 'nit')\n",
"diffuse_optima = pd.DataFrame.from_dict(diffuse_optima, orient='index', columns=diffuse_optima_names)"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "93350b89-f207-40b3-9573-0b31c6e8ccb1",
"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>poa_global</th>\n",
" <th>tracker_theta</th>\n",
" <th>success</th>\n",
" <th>message</th>\n",
" <th>nfev</th>\n",
" <th>nit</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>2023-01-01 00:30:00-05:00</th>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>True</td>\n",
" <td>night</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2023-01-01 01:30:00-05:00</th>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>True</td>\n",
" <td>night</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2023-01-01 02:30:00-05:00</th>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>True</td>\n",
" <td>night</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2023-01-01 03:30:00-05:00</th>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>True</td>\n",
" <td>night</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2023-01-01 04:30:00-05:00</th>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>True</td>\n",
" <td>night</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2023-12-31 19:30:00-05:00</th>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>True</td>\n",
" <td>night</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2023-12-31 20:30:00-05:00</th>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>True</td>\n",
" <td>night</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2023-12-31 21:30:00-05:00</th>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>True</td>\n",
" <td>night</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2023-12-31 22:30:00-05:00</th>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>True</td>\n",
" <td>night</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2023-12-31 23:30:00-05:00</th>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>True</td>\n",
" <td>night</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>8760 rows × 6 columns</p>\n",
"</div>"
],
"text/plain": [
" poa_global tracker_theta success message nfev \\\n",
"2023-01-01 00:30:00-05:00 0.0 0.0 True night 0 \n",
"2023-01-01 01:30:00-05:00 0.0 0.0 True night 0 \n",
"2023-01-01 02:30:00-05:00 0.0 0.0 True night 0 \n",
"2023-01-01 03:30:00-05:00 0.0 0.0 True night 0 \n",
"2023-01-01 04:30:00-05:00 0.0 0.0 True night 0 \n",
"... ... ... ... ... ... \n",
"2023-12-31 19:30:00-05:00 0.0 0.0 True night 0 \n",
"2023-12-31 20:30:00-05:00 0.0 0.0 True night 0 \n",
"2023-12-31 21:30:00-05:00 0.0 0.0 True night 0 \n",
"2023-12-31 22:30:00-05:00 0.0 0.0 True night 0 \n",
"2023-12-31 23:30:00-05:00 0.0 0.0 True night 0 \n",
"\n",
" nit \n",
"2023-01-01 00:30:00-05:00 0 \n",
"2023-01-01 01:30:00-05:00 0 \n",
"2023-01-01 02:30:00-05:00 0 \n",
"2023-01-01 03:30:00-05:00 0 \n",
"2023-01-01 04:30:00-05:00 0 \n",
"... ... \n",
"2023-12-31 19:30:00-05:00 0 \n",
"2023-12-31 20:30:00-05:00 0 \n",
"2023-12-31 21:30:00-05:00 0 \n",
"2023-12-31 22:30:00-05:00 0 \n",
"2023-12-31 23:30:00-05:00 0 \n",
"\n",
"[8760 rows x 6 columns]"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"diffuse_optima"
]
},
{
"cell_type": "markdown",
"id": "b572e950-943f-40c6-9871-34d88256b433",
"metadata": {},
"source": [
"### Diagnostic plots"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "c871ccdd-911d-4304-a271-6310efea9e9b",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1200x600 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"f, a = plt.subplots(2, 1, sharex=True, figsize=(12, 6))\n",
"startdate, enddate = '2023-01-01', '2023-01-14'\n",
"diffuse_optima[startdate:enddate][['poa_global', 'tracker_theta']].plot(ax=a[0])\n",
"std_irrad.loc[startdate:enddate]['poa_global'].plot(ax=a[1], label='POA global')\n",
"std_tracker.loc[startdate:enddate]['tracker_theta'].plot(ax=a[1], label='Tracker theta')\n",
"a[1].legend()\n",
"f.suptitle(f'{startdate}-{enddate}')\n",
"f.tight_layout();"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "1483696a-9fd7-4809-91d6-e3888fe4dc03",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1200x600 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"f, a = plt.subplots(2, 1, sharex=True, figsize=(12, 6))\n",
"startdate, enddate = '2023-04-01', '2023-04-14'\n",
"diffuse_optima[startdate:enddate][['poa_global', 'tracker_theta']].plot(ax=a[0])\n",
"std_irrad.loc[startdate:enddate]['poa_global'].plot(ax=a[1], label='POA global')\n",
"std_tracker.loc[startdate:enddate]['tracker_theta'].plot(ax=a[1], label='Tracker theta')\n",
"a[1].legend()\n",
"f.suptitle(f'{startdate}-{enddate}')\n",
"f.tight_layout();"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "efc19e40-01d7-4857-a7b0-264db46295ca",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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fI93jA4AvvvgCkiSpJWTx2Lp1a9Kf+corr2D37t1RQk1LSwv27t2Lk08+OeH3JmLkyJFJf2ZnZ6cqPs2fPx933XUXzGZz1scnSRKuvvpqvPPOO5g0aRJWrlyJhoaGuJ979913Y82aNZg4cSImT54c9TX2N2OCXq7P38aNGwEg4d9soPOXKgsWLMDRRx/d7/WPPvoIn3/+ORYsWIARI0bA6XRm/bMIgiAIgsgtFEJOEARBEBxy33334fPPP8fs2bOxYsWKhOVG3/nOd2A0GvHggw+q+TwA8Oijj8LtduNHP/qR+tq7776Lp556ClVVVXjmmWcSik8A1NDs5cuXw+fzqa/v378fDz30EKxWK84666wBf490jo+xadMmABgwXyoR3//+9wEAy5YtgyiKAGQh595774UkSXF/ZrbcfPPN2LNnD8444wz84Q9/SCg+pXt8f/nLX/DGG29gzJgx+NOf/pRQfAIif7M//OEPCIfD6utfffUVnnnmGdTV1aXUaS6T85ft3yxVfvCDH2DJkiX9/jd79mwAskC1ZMkSEqAIgiAIgkPIAUUQBEEQnNHW1oY///nPAOQA8BUrVsR93yWXXILx48fjwgsvxIoVK/D9738fp5xyCnbs2IH//Oc/OOKII3DOOeeo77/33nsBAFOmTFEDo2OZP38+JkyYgOOOOw5nn302XnjhBZx55pk49dRT0dvbizfffBM+nw933HFH0jBrRjrHx9i/fz8A9CvNS5Vjjz0W8+fPxz//+U/86Ec/wty5c/H5559j/fr1+OY3v5mRAyoZX3/9Nd544w0IgoDhw4fH7RBotVrVsrFUjy8QCKifNXnyZPzlL3+J+/PPPfdc1NfXY+HChXjjjTfw3nvv4fvf/z6OP/54tLS04M0334TJZMI999wTtzwulkzO3759+wBk/jcjCIIgCKL0IQGKIAiCIDhj48aNahey1atXJ3zf+eefD6vVil//+tcYNmwY/vrXv+JPf/oT6uvrccEFF+Dyyy9Xu+X19vZi27ZtAICPP/4YH3/8cdzPnDp1KiZMmAAAuPXWWzF9+nQ8++yzePbZZ2Gz2XDUUUfh0ksvxZFHHpny75PK8WlhOUXJ3D4Dcdddd2HixIn429/+hqeffhrDhw/HFVdcgYsvvjitrnqpsG7dOgCyS+ipp56K+56Kioqo3KJUjm/nzp3o7OwEALz55pt4880343726aefjvr6ehiNRjz66KNYuXIl/va3v+HPf/4zysrKcNppp+Hyyy/HpEmTUv6d0j1/3d3dMJvNqKmpSflnEARBEAQxuBAkSZKKfRAEQRAEQRAEQRAEQRBE6UIZUARBEARBEARBEARBEEReIQGKIAiCIAiCIAiCIAiCyCskQBEEQRAEQRAEQRAEQRB5hQQogiAIgiAIgiAIgiAIIq+QAEUQBEEQBEEQBEEQBEHkFRKgCIIgCIIgCIIgCIIgiLxCAhRBEARBEARBEARBEASRV0iAIgiCIAiCIAiCIAiCIPIKCVAEQRAEQRAEQRAEQRBEXiEBiiAIgiAIgiAIgiAIgsgrJEARBEEQBEEQBEEQBEEQeYUEKIIgCIIgCIIgCIIgCCKvkABFEARBEARBEARBEARB5BUSoAiCIAiCIAiCIAiCIIi8QgIUQRAEQRAEQRAEQRAEkVdIgCIIgiAIgiAIgiAIgiDyCglQBEEQBEEQBEEQBEEQRF4hAYogCIIgCIIgCIIgCILIKyRAEQRBEARBEARBEARBEHmFBCiCIAiCIAiCIAiCIAgir5AARRAEQRAEQRAEQRAEQeQVEqAIgiAIgiAIgiAIgiCIvEICFEEQBEEQBEEQBEEQBJFXSIAiCIIgCIIgCIIgCIIg8goJUARBEARBEARBEARBEEReIQGKIAiCIAiCIAiCIAiCyCskQBEEQRAEQRAEQRAEQRB5xVTsAygEkiRBFKViH0ZWGAyC7n8HovjQOCKyhcYQkQtoHBHZQmOIyAU0johsoTFE5AK9jyODQYAgCCm9d1AIUKIoobPTU+zDyBiTyYDq6jK4XH0IhcRiHw6hU2gcEdlCY4jIBTSOiGyhMUTkAhpHRLbQGCJyQSmMo5qaMhiNqQlQVIJHEARBEARBEARBEARB5BUSoAiCIAiCIAiCIAiCIIi8kpUA9fDDD+MnP/lJ1GubN2/GokWLMGvWLJx88slYuXJl1NdFUcTy5ctxwgknYObMmbjwwguxd+/etD6DIAiCIAiCIAiCIAiC0A8ZC1BPPfUUli9fHvVaV1cXFi9ejLFjx2L16tVYsmQJ7r//fqxevVp9z8MPP4znnnsOt912G1atWgVBEHDxxRcjEAik/BkEQRAEQRAEQRAEQRCEfkg7hLylpQXXX389Pv30U4wbNy7qa88//zwsFgtuvvlmmEwmTJgwAXv37sWKFSuwcOFCBAIBPPHEE7jmmmtw0kknAQCWLVuGE044AW+99RbOPPPMAT+DIAiCIAiCIAiCIAiC0BdpC1Bff/01Kisr8fe//x0PPfQQmpqa1K+tX78ec+bMgckU+dhjjjkGjz32GDo6OtDU1ASPx4NjjjlG/brT6cS0adOwbt06nHnmmQN+Rm1tbaa/64CIoohwOJS3z88UURTg8xkRCPgRDuu3PWOpYTSaYDBQjBpBEARBEARBEARBDETaAtSpp56KU089Ne7Xmpub0djYGPXakCFDAAAHDx5Ec3MzAGDYsGH93nPo0KGUPiMfApQkSXC5OuH1unP+2bmivd0AUdRnW8ZSxm4vh9NZA0FIre0kQRAEQRAEQRAEQQxG0hagkuHz+WCxWKJes1qtAAC/3w+v1wsAcd/T09OT0mdkismU2KnS1dUOr9eD8vJqWCxW7sQEQQAMBgGiKEEiAxQXSJKEQMAPt7sbBoOA6uq6Yh/SgBiNhqj/J4h0oTFE5AIaR0S20Bjim237u/HMm1sxdqgTF545tdiHkxAaR0S20BgicsFgG0c5FaBsNpsaJs5gopHD4YDNZgMABAIB9b/Ze+x2e0qfkQmyQFAW92vhcBiHDnlQWVmNiorKjD6fGJw4HHYYjQLc7m44nSNhNBqLfUgp4XTai30IhM6hMUTkAhpHRLbQGOILfzCMZ17fjFfe3wlJAvY29+LShTNRbjcX+9CSQuOIyBYaQ0QuGCzjKKcC1NChQ9Ha2hr1Gvt3Q0MDQqGQ+tro0aOj3jNlypSUPiMTRFGCy9UX92uBQADhsAij0YJQiM8SN0GQFdFwWCQHFGcYjRaEwyLa2139nHu8YTQa4HTa4XJ5EQ7zOdYJvqExROQC3seR1x/CA6u/wIwJtfjW3DHFPpyC8/HXzXj1oz2oLLOgvsqOYXUOnDx7BGyWnC4Zs4L3MTQY8fpDuPWpdTjQ5gEAmIwCQmEJ6786iJkT+XSJ62EchUURm3Z34b9fHcKGHR047vChWHTG5GIfFqGghzFE8E8pjCOn056ygyunq4k5c+bgueeeQzgcVt0ga9aswbhx41BbW4uKigqUl5dj7dq1qgDlcrmwadMmLFq0KKXPyJRE4hL7I/NWdqeFiU4kPvEHGzfhsMitgBmLno6V4BMaQ0Qu4HUcrdvcgq92dWLT7i5MG1OD4XXxHdSlyOa9XXjsla8RFiXs17zu8gTxgxPHR71XlCQYirx24nUMDUb+vX4/DrR54HSYsXj+VKzf2oqPvmzGlr1dmD62ptiHlxSexpEoSdiwvR07DvRgf5sbe5t74fYG1a+/+cl+zJkyBBOGU9UGT/A0hgj9MljGUU4LDRcuXAi3243rr78eO3bswEsvvYSnn34al156KQA5+2nRokW455578Pbbb2PLli248sorMXToUMybNy+lzyAIgiAIgsgXOw+6AMgPgqvf21nkoykcB9s9eOilLxEWJRzZWI/F86fguMOHApBFOUmzC7ZuSyt+fs9/sH5La6KPIwYRwZCIt9bJkuXCkydg5sQ6TBpZBQDYcaCniEemP77Y2YEHX/oS//pkH77e3Qm3N4hyuxmnzB6BWYqTbNXbO6KuR4IgCD2RUwdUbW0tHn/8cSxduhQLFixAfX09rr32WixYsEB9zxVXXIFQKIQbbrgBPp8Pc+bMwcqVK9XypVQ+g9A3K1c+htdffw0vvvhqXt6fr88gCIIgSp9dTS71vz/f3o5t+7vROKqqeAdUAFyeAO57YSP6/CFMHFGJS747DWaTEXOmDMEnm1vR0uXF/lY3RjdUQJIk/P2j3QiFJXyxswNHTRlS7MMniszHm5rR7Q6gqtyCb0yXRctJI2WHzq5DLoTCIkyDJFw3W3YrAvjYoRU4cdZwjBpSjjENFTAZDejq9WPT3k7saOrBp1vb6NojCEKXZCVA3XHHHf1emzFjBlatWpXwe4xGI6655hpcc801Cd8z0GcQBEEQBEHkGn8wjP2tbgDAzAm12LizA8+/uwPX/+RIrkv1s+Wl93ehvceH+iobLl94OMwmOQLBZjHh8PG1+GxbG9ZvbcXohgrsOuRCk5Lz09XrK+ZhF42PNzVjb3MvfnjyBBgNg1tYESUJ/1q7DwBwxpzRqtA0tMaBcrsZbm8Qe1t6qWQsRQ62y9fWMdMacPKsEVFfq66w4ltHj8bfP9qD59/dgZkT62BO0uWbIAiCR2jWIgiCIHRBWBTh8QUHfiNBZMje5l6IkoSqcgsu+PYUWM1G7DrowvqtbcU+tLyyZW8XAOB/5jXC6YhuqHHUlHoAwLotbZAkCR9sPKh+rbPXX7iD5Ijn39mBNz7Zjw3b24t9KEXnix0dONTRB7vViJNmDVdfFwQBE0fIotP2/VSGlypNigA1vD5+9ty3545BZbkF7T0+vP3pgUIeWtEJhsL4ZHML7n1+A361/ANsP9Bd7EMiCCID+GlpwhmSJCEQLF4ImMVsSHu39fjjj8LVV/8f3njjdWzdugUjR47EJZdchuOPP0l9z3//+yGeeupx7N69Ew5HGU4//Zu45JLLYLVaAQC7du3EihUPY+PGDejr86ChYSgWLvwRzjnnvJSPo6urC/fddxfWrl0Do9GIM8/8HrZs2YSZM2fjoov6Z3m5XD1YseJRfPTR++ju7sbkyVPw859fjpkzZ0e976mnHseLLz6HYDCI0047A0uWXAW73Z6z4yYIgm8efflrfLa9Dd+YPhTfPW4shlQ7in1IhA7odPnw+GubMO+oUZjdWJ/0vTsPyg/KE4ZXorLcim/NHY1XPtyNf368F3NKtNzF5QmgtdsLAKpgoGXmhDqYjAa0dPZhZ5MLazdFcp86XX5IklTS7rBYJElCb58shH+yuRVHTi7NcZEqr6/dCwA4efYI2K3RjxWTRlViw4527GgiASoVgiERrV3ytTiirjzue6wWI75//Dg8/a+t+O9Xh/CtuaPjvq/U+GJnBx77+9fw+kPqa5v2dKlZYwRB6AcSoOIgSRJuf+azot4wJ46sxG//54i0F3UPPbQcP//55fjtb3+Hf/zjVVx33TV46KEVOPzwmXj//f/ghhuuxYUXXoIbbrgZ+/fvxx/+cAeamw9i6dK74fP5cOWVl+HII4/Gww8/DpPJhH/84+9YvvwPmD37CEyaNHDbV1EUce21v0I4HMY99yyH2WzBAw/ci40bP+8nKAFAOBzGlVdejmAwgBtuuAU1NbVYvfp5/OpXl+GRR1ZiypRpAIDm5kNYv/4T3Hvvg/B4PLjrrqW45Zbrcccd9+bkuAmC4J8t+7ogScB/v2rG2k0tOGHmcJx32iQqQSCS8um2NmzZ1w2L2TigAMXyn8aPcAIA5k5rwCsf7sahDk/JCi1MdBteVwaHzdzv63arCYePr8Hn29ux8h+b4A+GUVdpQ3uPD/5gGF5/GA7b4FlO+gJhhEU5AHrjznb4A2FYLcYiH1VxaGr3YPuBHpiMAk4/clS/r08aUQUA2H6gu2Svn1zS3NkHUZLgsJpQVW5J+D5WztjtDhTq0IqKJEl49u3t8PpDqHFaUWYzY3+rO0qMIghCP9CqPRE6vUeeeeZ3sHDhORg9eix+8YslmDp1Ol58Uc7T+vOfn8SJJ56MCy74GUaPHovjjjsBV131G7z33rvYs2c3vF4vzj77PPz617/B2LHjMHLkKFx44SUAgJ07d6T08zds+AybN3+Nm2++DYcdNgOTJ0/BrbfeAbM5/o30k08+xtatm3HzzUtxxBFHYezYcbjqqmsxfvxE/PWvf1bfZ7FY8Pvf347GximYPftIXHXVtfjww/dx4MD+nBw3QRB80+cLweOTF5vTx1YjLEr4z+dN2Ly3s8hHRvBOl0suE/MFwknfJ0kSdmgcUABQ67RBABAIiqrrpdTYqYhuE4Y7E76HhR23KO6MU2aPQJkiOg22HChtGXAgKGLjzsFbhndIKRcb01CB6gprv6+PGSqHZ/f2BdWxQySmqV3OnxteX5ZUrKsok9fUHm8QYbH0W7bvaOpBS2cfLGYDbr1orupG7SMBiiB0yeDZskoDQRDw2/85QncleAAwe/aRUf+ePv0wrFu3FgCwa9cOzJv3zaivz5p1BABg587tOO20M/CDH5yNf//7TezYsQ0HDuzH9u3bAMjOplTYunULKiqcGD16rPpadXUNRo8eE/f9u3btQHl5OcaPn6i+JggCZs6chbVr16ivjRo1GjU1teq/p007TPn+nTjxxJOzPm6CIPimvUd+eCm3m/Hrc2fjgdVf4PPt7Wq5AkEkolMRSPwDCFBdvX70uAMwCALGDK0AAJhNBlRVWNHV60dbjxfOssSuBL2yU3F7T4hTfseYNVEuwwuFRRgNAo49bCjWfN0Cj8+Nrl4/RtTHLxcqRTze6IfedVtacfTUhiIdTXFpU0o366vscb9uNhkwblgFth/owfYD3bBbTXj9472oqbDijKMHR+lYOrAA8hF18fOfGOV2EwQAEgC3N4TKEpyXtHyw8RAAYM6UIbBbTWqpJzmgCEKfkACVAEEQdGmpNhqj/6SiKMFgkH8PSQJirV2iKC/ITSYTOjs7cOmli1FZWYXjjz8RRx55NKZOnYYf/ODMNH6+EZKUuugjSVK/Y5KPS4TJFPldDDFdZsJh+WeYzeacHDdB6AFJktDU5sHQWsega2kd+6AzpNquvD643BdE+rCgbF8wuQC1U2l/PmpIOazmyP2/rtKGrl4/2rt9JdfJKyyK2N2sOKCSCFB2qwmHjavBhh3tmDmxDpXlVtQ4rTjQ5h50QeRuxQFlMRsQCIr4YmcHvP5Qv/yjwUBbjzz/1lXZEr5n0sgqbD/QgzfX7cdzb2+H1x+GIACnHDFC7bZIyLDuksMHEKCMBgPKlA6DvZ5ASQtQXn8I67bIuXMnzJBD7h0kQGXMx5ua8cXODiz+9hS6/oiiMbieYAYBW7Zsivr3119/gcmTpwAAJkyYgC+++Dzq6xs3yv8eM2Yc3nzzdfT09ODRR5/ABRf8DCeddAp6e3sBMKFoYCZOnAS32429e/eor7lcPThwYF/c90+YMBFudy927Youlfviiw0YO3ac+u/9+/ehr88T9XVBEDBu3PicHDdB6IF3P2/CjU98gjc+iX89lTJMaKpXHnTqKmUBijmjCCIRkRK85A8rzAk0PqYUrZTH2oFWDwJBEQ6rCcNqk4f6Lzx5AuZMGYKzT54AAGrJVadrcInAHq8sQI0d6kRDtR3B0OAtw1M3BirjO6AAYNJIWdhsavPA65dFYEkCOlyDS7hMhVQdUABUN6arr7RzoNZtaYU/GMbQGoc6luxK+W+fjwSodHnlg934+OsWfL2nq9iHwhWSJNEzYwEhAarEeP75Z/Hmm//Cvn178eCD92H79m0455wfAwDOO++neO+9d/HUU49j3769+OijD7Bs2d049tgTMHbsOAwZMhQ+nxfvvPMWmpub8cknH+Omm64DAASDqd3gjjjiKEyffjhuvfVGfPXVl9i+fRtuueV38Pl8cUsK58w5BhMmTMItt9yAzz5bjz17duMPf7gTO3fuwNln/1h9XyAQwO9+91ts27YF69Z9jGXL7sK3vnUmhg4dlpPjJgjekSQJb63bDwA42N5X5KMpPG090Q4oJkSRA4pIhihJ6HbLD7oDleDtUhxQsQJUKY+1HRrRzTBA2f+IujL84vuHoaFGFqpqFAGqa5A5oJgAVW43Y45Serdus+zQCIbCCIYGT+l/+wAleADQOKoK5XYzyu1mnP+tyarQWYqCbjYEgmFNB7wUBCiH3DCg1AWoD744CAA4YcYw9TmCHFCZIUqSKvx29JTe/SxTgqEwbn5yHR5Y/WWxD2XQMPj8wiXO9773Azz33DPYs2cXJkyYhHvvfRATJ04CAJx66ukIh0N45pmn8PTTK1FVVY15876Jiy66FABwyimnYevWn+DBB++Dx+PGsGHDcdZZ38OHH76PTZu+xve//8OUjmHp0rvwhz/ciV/96hewWq1YsOBs7NmzC2Zz/+46JpMJ9933EB588D5cf/21CAYDmDx5Ku6//xEcdtjh6vsmT56KSZMaccUVPwcg4PTTz8Dll1+Z0+MmCJ7Zuq9bDXENhgfPAw4jtgRP60qh7kpEIlyegNqxzB8IJxwrobCIvS2ycza2FK2UHVCsA16y8rtEVFfIwtxgE6DciuuizGbC0VOG4LX/7sHGHR244v4P4PYGYbMYcdPiOWioTu4o0zuiKKE9hRI8u9WEO3/+DZiMAswmIz7f3o5DHX3q9xIyhzr6IEEeV6lkzVU45Pf0evTfHOGDjQfxnw1NuPwHM6LC7A+2e7CzyQWDIOfOMSgDKjN6+4IIKetHEqAibD/Qg/2tbhxodUOUpAE3Y4jsIQGqxBg3bjx++cv/Tfj1efO+hXnzvhX3a4Ig4Be/WIJf/GJJ1Ovnnrso5Z/f3d2NrVu34NZb71AznILBIFat+ivq6+WuFRdddKkqegFySPnvfvf7hJ+pff/Pf355Rscd+zMJQm+8v/Gg+t/BAbJsSpF2xX1SV2mL+n9fIAyPL4Rye3+BmyC04ogEIBASo/KdGPtb3QiGRJTZTGiojnZzMAdUKT4wRwLIE3fAS0S1c3A7oMrsZoyoL8PohnLsa3HDrbzuC4Tx7mdNOPe0ScU8zLzT1etHWJRgNAioqUgsQAGIysdiczc9AEejLb9LZUOllErw/rPhIHYf6sWWfV34xvSI0PTRl3L4+MyJtagsjwhTdqs8h/f5B99aKBu05dKluKGSKdv2dwOQ1wj+QHhQ5vkVGjrDRE4xGo246abf4nvfW4gFC36IYDCIZ5/9MywWM4455rhiHx5B6BK3N4j1W9vUfwcGUYkHINvG22NK8CxmIyrLLOjxBNDW7SUBiohLbD6RPxCOK0Cxh+Fhtf0f/pgDqqPHpzT2KI3dUZcngLZuHwQA44el74BiJXisy+BgQVuCJwgCrvrRLOxvcaOyzIKmdg8e+/vX+O9XzVh40viSDvllc3Kt05bWNRFxFA6ucTMQTYoANTzFjpKsBK+3BAQoViYdW756qEOOGzh8fG3U6w6r/LuHwiKCoXBJX2fp8PravdjX4sbPzpoKo6F/yo72ftgxyLL7AHkt+dQ/t2B4XRm+NTfShZMJUIC8gUACVP6hM0ykzLXXXonPP1+f9D0rVvwJd911H1aseBh///vfIAgCZsyYieXLH0NVVVVhDpQgdE4oLGLb/m5MGF4Jq8WINV81IxQW1bbLgyljBAB63AGEwrItusYZ2QWtq7KhxxNAe48P44al7+AgSp/YDm2+QChueYtPyYeyWfs/yFRXWGE0CAiLcp5UjTO520MvMPfT8LoyOGzpLwdZqYzXHx5UXeA8mhI8AHA6LJg+rgaAfC6ff3cHunr9+HRbG46ZNrTf9+9pduHzbe0469ixMJv0G8XaqpZFp3c9MAcUOTCiSSeAHAAqmANK5yV4YVFMKEAFQvK8HNuV3GY1quuhPn8YlSRAAQD+uWYvPL4QTp41HJNHV/f7ujb4fzA6EJvaPPjwy0MwCAKOnzEM5XYzgiFR7YALsGYl1sQfQuSEwbFaGCR8+GFycShbrr32Ovh8ySeshoahGDt2HB555Im8HgtBlDJvfLIPq9/bheoKKxaeNB7vKyGcMyfWYcOO9kEnQLH8pxqnNWpXr77Kjp1NLjUINxZfIIS9zb1oHFVFGVGDlNjyMF+CIHLWIc9m6b8sMhgE1DptaO32oq3bWzIC1I6DmZffAfK5clhN6POH0NXrHzQClFvjgIrFYBBw4szheOXD3Xh/w8F+ApTbG8R9z2+Eqy+IobWOqHIjvdGudiZNHEAej9rK0i1pzYamdjcAWcRMBaejNErwetwBsOZjTHBisLWOJUaoNQgCbFajKn5XppCZVeqIoqR2BdzT3BtXgNI6oFx9QfiD8R3BpYpfia8QJQmfb2vDCTOHY0+zK2pN7aWyzoKg360XouDU1dVj5MhRSf8XL2icIIj02NsshyF39frx+Gub0dTmgcVkwAkzhgHov0grdWIDyBmslKMtzoOMJElY/uIXuPOvn+PrPZ35P0iCS/qV4CXIT2Ov2xIsxkvxobmpTXZcjB2auXtwMOZAeXxKBpQt/npH7tYFbNnXjZbO6I6lL7y7A64++fuZ40WvsM6kdWkKUMwB1eMOIDjI7mWJ8AfDqqCXqgNKFaA8+hagutyRuSMYjHVAyf+O5xSkIPJo+vwhKDqeuoaMJbbsLvb+WOpo81NZrIW2/A4AvAEaT4WABCiCIAjOYN3ujppcr1rPj57WAGe5vOAcrA6o2FKPeiYKxHFAfbmrA1v2dQOA2tqaGHzECiP+hA4oRYCyxBeg2NhrS+C20yPdyrnJxtHFyvAG04OMWxNCHo8ap03NrNE2j9i6rwsffHFI/XeLzuelRBsDA1FuN6uui05XfOHSHwyrbo7BwKEODyTI5yaVDngAUFHGMqD0XYLXpRkDsR1+g6oA1X9eZgJUHwlQAIA+X2QcsI6uscReb4OtDE+bn7ppTyf6fEFsjRGgfDSeCgIJUARBEBwhSZIqmCw4cTzuuOQYXHTmVPz49EkwG+Upe7CFkLclKPVgO++xDihRkvDif3ap/04kOhClD1twm4xyCWbCEjx/4gwooDSDk7sV50RVeeblKyyIfLA4oCRJgscrP6Aka3xw0szhAIAPvzyEnU096POF8PS/tgIAhtY4AACtMe4ovRHbmTRVBEHQ5EDFd6/e/OQ6XPfHNYPGIXWoXR4LqbqfgIgDyh8M6/oep507AsFYAUr+vWJL8ADAwRxQg0ioTIZHcx6aO/riOsPYRkGlMue3D6KNAyB68zYsSvhsWzt2HJBL0dl9kErwCgMJUARBEBzR4wnAHwxDEGTBpbLciuMOHwabxQSLsms86BxQPfF32uvVdt5eiCxEAsAnm1pwoM2t/jtR2RVR2oiSpIbbNigP/YnGgi8oL9YT5WHUVZVWCV5YFNGrCFDa9ubpUl0hn5fYsPdSxRcIq3NNWZLg9hkTa1FVbkFvXxBL//wpLr/vfTR39qGyzIKLzpoKQHZASZp5S0/4g2H0KOMnXQcUoC1p7e8C6/EE0NLZB1dfMCo0uZTp9qTvRrRZjDApm1J67oSnFaBiHVCplOCRA0rGo3FASQD2t7qjvh4Mieo12ziyCsBgdEBF3/9f/e9u+AJhOKwmTBghd4L1UQleQSABiiAIgiNYZkhdpU1dXDLYLuBg2RVmsBI75kJhVDutMAgCQmEJPW55YRUKi/jbB7L7ie2QJnK9EKVNryeAsChBEIAhykNy4hByVoIXX1SoVx1Q+i6bYrg8QUiQw3wrHJlnNw42BxQrv7OYDOqGQDyMBgMuOmsaZkyojTq/i85oxJiGCgiCLOJ0u/UpHDAh1m41JRXiEpHMAaUtmdZ7vlGqsDK6dK5FQRDgVMrwXDouw4vOgIoJIQ8mFqAclAEVBXNmMvbE5EB19crXmtlkwNihFQAGowAljyc2/zB3/aSRleo85qX1YkEYHC1LCIIgdALLBWmodvT7GluEhcISRFGCwVD6nd0Cmoe02Awoo8GAGqcV7T0+tHV7UV1hxXsbDqKt24fKMguOPXwoXv94HzmgBinMlVNZZlEDoxPtbg6UAcXKPbtcfoTCYj9xWG8wZ1hluQWGLDpERkLIB8eDjBpAnqT8jjF9bA2mj62BJEnodPnhD4bVDmd1lTa0dfvQ2tWn5mjpCTX/qdKWUYdRtpkQ7wFYm7M2aAQo5fdMNf+JUeGwoNPl13UnvC5NGVi/DKgw64KXOAOKBCgZbQYU0D+InLkJa5w29X426ErwFEFz/HAnDIKAVmWuaRxdpW5iUgZUYdD3CoogCKLEaOmSHVBDqvuXNWh3AWMXaqUK69pitRjjZq6w8o+2brkM741P9gEAvnPcWFSyjAza0RqUdGoW3CzMP2EJniJMJXJAOR1mWMwGSOjfSUiPqAJUlu3L1RK8QVIqpQaQJ+iAFw9BEFBbaVPFJyBSEqrXIPJMA8gZybpKagWonkEiQLkycEABkRyoXh2fp84EGVCSJGlCyOM4oGxUgqfFrWRAsTk9Noic5T/VOq2odbL4Av3fy9KBleCZTQYcOblefb1xVJW6+UQOqMJAAlQJ0dzcjH//+428ff7SpTfj8ssvydvnJ6Knpxuvvfay+u/LL78ES5fenNVner1erF79fHYHRhB5oLUzsQNKuws4WHKgIjvt9rg77dpSjq93d6K9xweH1YTjDx8GywCiA1HadCqunOoKq7q4TFSC5x/AASUHJyu7xt36X7Sz3d6qLPKfgEgJXp8/NCiyMyIB5NkVELD5vVmnQeRqAHlV6plFWuqSZEANRgcUczAxQSlVnA5WgqfP8yRpcvqA6HgB7RonWQYUhZDLMAfUtLHVAOTOitrNNyZA1ThtqgDc3Ss7egcLbExZTEYcNWUIAMBuNWJMQ4U6nsgBVRhIgCohli69CWvXrsn557q9QbR09hUtLPOhh+7Hv/71z5x+5rPP/hnPPvvnnH4mQeQC5oBqqOm/s2wwCDAqZXeBQSKqRDrgxX/QUa3k3V785/MmAMCxhw2FxWyEzZxcdCBKG5ZLpBWgErnhBirBAzS5ESWQA8Ue+rLpgAfID4F2pXPgYMiBUkvw0nBAxaNBcbi26FSAypUDqtsd6LeZ0qoVoHQqrKSLW/k9K9IUoCoUt0uvTjOger1BhMKRZwvtWNC6vC1mCiEfCCaOD68rQ2W5BZIE7GuNuKDUErwKK5wOM8wm2dE7WBpIANGh9uOGOXHpd6djyQ9mwGQ0RAQoWi8WBBKgSoh8CUQuTwBefwhhsTgCVD5+L712niFKG1GS1ADWeA4oILITOOgcUAkedFgnvB0HXdi4owMAcNLsEQAwYNkVUdowQaSmwqZ2txs4hDyxAFVfQg4olquWTQc8BivDGwwClFqCl0IGVDJYCV6rXkvwEnQmTZUKu1kVFTpjSlrbBlkIuSRJagmeM8MSPL0KdV0xpbsBzbqGleMZBAFGQzwBSimZIgEKQEQcd9jMGNsgh4xrc6AiJXhybttgLMNjGVBs7pk7rQFTxsiOMbUEj8ZTQaAQ8gRIkgSEijihmyxpBTtefvkl2LDhM2zY8Bk+//xTAMCJJ56MTz75GJ2dnbjttjsxadJkPPbYg/jvfz9ER0c7KiurcOKJJ2PJkithtcoTUVPTATz44H347LN1MBpNmDPnaJyz6BcoK69CrGbzwAPL8I9/vIJ77nkAhx12ONxuNx566H588MG7CAaDmDx5Ki677ApMmTINALBy5WNYv34thgwZijVrPsI3vzkfv/71b5L+XkuX3ozXX38NAHD88Ufhww/XAwD6+jy4/fbf47333oEkSTjxxFNw1VW/gd0uL4b27NmNBx9cho0bP4fD4cARR8zB5Zf/CrW1dVi58jE8+eQK9TNfeOHvqK2twxNP/BHvvPMWWltb4HCUYc6cubjqqmtRWVmV8t+BILKhu9ePQEiEQckMiYfFZIAvECYBSoG9zpwEjSMrMULJWmEOKMqAGpxESg6sqgiZOANKft2azAFVlbhsSG/05MgBBcgOs4PtnkEhQDGXQVm2JXiaDChRkrIKgi80kiRFSvAS3KcGgpW0Hmz3oL3Hp54PXyAU1dFtMAhQ2vt5ug4o1gVPrxlQ2g54QLTriZXjmeO4nwBtF7zBd3//58d70d3rx3mnT1KfFT1KKWKZzYQxQyuwcWdHlADFsgtrlGu2ttKG5s4+5X5WXdhfoEhEMqD63+dZ/qN3EJSS8wAJUHGQJAl9f18KsWVH0Y7B2DAJ9u9el7II9f/+39249torMWRIA6688lpcfPFP8fLLq3HnnctQUVGB8eMn4sYb/w+trS249dY7UVNTg6+++gK33/57jB49Fueccx7cbjd++cuLMXbsONx//yMwGo24++7bce+dN+J3ty6P+nmPPPIA/vnPV3HX3bL4JEkSrrnmCphMZtx5530oLy/Hv/71D/ziFxfhsceeRGPjFADAl19+gbPPno4nn/wLRHHgB+j//d+r4ff70dragqVL71Jff++9d/GTnyzGypXPYPfunbjxxuvQ0DAUP/vZz9He3oZf/vJnOO20M3D55VfC5/PhiScew89/fhH+9KfncN55P4HX68U777yFFSueRlVVNR54YBk++OA/uP76mzF8+Ajs2rUTS5fehKefXokrrvh1yn83gsgGthteV2VL2GVLvnEGo3YKS5m2AR506mKEKeZ+AgCrhSzVgxmtA4o96MQbC6GwqOZgJAohByJjsKnNg0AwDIs5sVjFO92eXDqg5M949aM9eG3NXni8Qfx43iQcM21o1p/NG8wBFa8hQjrUOq0wGgSEwiI6XT41X0wP9PYF4Q+GISBzAQrK98oCVETQbYtxFw6GEPJexb1kMRuSCuDxiDig9FmCx+bocrsZbm9QdagA2ryeRAKUfA32+fX5u2eKKEn42/u7EBYlnD5nFIYoa6A+TXnwmKGyA2qPEkQuSZJaasecT4PSAZVkTDFHnW8QCprFgASoBAjQz24UADidlTCZTLBaraiulpXsY445DnPmzFXfM2fOXMyYMRuTJjUCAIYNG46XXnoeO3duBwC8/fabcLt78fvf3w6nsxIA8H//9zu8+LeXEQgEwAxQK1Y8gldffRm3LF0GZ90YeP0hfP3lZ/jyyy/w6qtvqT//0kt/iS+/3IgXXngO119/s3ocF110KcrLy1P6vcrLy2G1WmEymVBbW6e+PnXqNFx66S8BACNGjMTRR8/Fli2bAAB/+9uLqK2tw1VXRdxVv//9HTjzzNPw7rv/xvz534HdbofBYFA/c+rUaTjppFMwe/aRAIChQ4fh6KO/gZ07iydCEoMPNf8pQfkdELEOa8M6Sxm2a5foQYd1JwsERZTbzThK09nEqpwrKsEbfIiSFJUBxXJC4rnhtKJUshK80Q0VMBoENLV78LuVa7HojMk4fHxtjo+8MOQqAwoAhrJyMk12z7ufNZWkAJWrDCijwYD6KjuaO/vQ0uXVlQDFOtdVVVjjOglSJV4nPOZ4LbOZ4PGFdFtalg69avld+tdihd5L8JRGEQ01dribgqpDBYjO64lHpARvcN3ffZpIlO5evypAqQ4ouwnDy2QX+MF2D/zBMEJhUb33scYR7Porha6uqRJIJkCpG5bkgCoEOReggsEgHnzwQbzyyivo6enB1KlTcfXVV+OII44AAGzevBlLly7FV199haqqKvzkJz/BRRddpH6/KIp48MEH8cILL8DlcuHII4/ETTfdhDFjxuT6UBMiCALs371OVyV48Rg5clTUvxcsOBsffvg+3nzzdRw4sB+7du3AwYNNGDlyNABg587tGDVqtCo+AcD48RNw7qJLIIoSIEnYtOkrbNz4OaqqqlFZLYs3obCIbdu2AADOOee7UT8zEAjA749YbKura1IWn5IxenT0eKiocKK5+RAAYNu2Ldi7dw/mzTuh37Hs2bM77ud985vzsX79J3jssYewf/8+7NmzG/v27cGMGbOyPlaCSBXWkntIdeKHEbPijBoMDqg+X0itx69xxhegtKUcxx42NOqBiDKgBi+9ngDCogQBQGW5RV1k++KMBbbgNBkNCZ2HgFzu+csFh+PPb25FW7cPy57fiG/PHY2zT5mYl98hX4iipJY2ZdsFDwBOmT0CVrMRFpMBNqsJj7z8FXYddMHrD6nBrqVCrgQoQBbumjv70NrZh+lja7L+vELBnBbZusDYpoLWgcFcwBNHVGLjzg4EgiJ8gVBSZ6LecWUYQA4AThZC7gnqrpQTiDighlQ5sLPJFR1CrgpQ8UVOtQuePwRJkrJ+ZtILbk3XP61DUJsBVVVuQWWZBT2eAL7Y2aE2PahwmFXnbrzrr9RJWoLHBE1yzBeEnM/ojzzyCFavXo077rgDo0aNwooVK3DxxRfjn//8JywWCxYvXozTTz8dt9xyCzZs2IBbbrkFVVVVWLhwIQDg4YcfxnPPPYfbb78dDQ0NuPvuu3HxxRfjtddeg8WS/U5dqgiCAJizX5gVE6s1cvySJOE3v7kSO3fuwLx538Ipp5yGSy/9Je66a6n6HpPJFHcCZ9lPEgCbzY7lyx/FLbfcgJWP3Y/L/vcGiJIEURRRVlaGlSuf6ff9ZnNkkaI9pmwwGPpPHixYXBQlHHHEUfj1r/+v33vKyyvift4999yBt99+E9/+9pk49tjjcf75F+LZZ59Ba2tLTo6XIFKB5Rg1JBOgzIMnhLxT2R0ts5mSPsieesQI/PerZpwxJ1p0Zw8twZCIsCjGDTIlShNWblBZboHJaNB0weu/u+lPIYCcMWtSHaaMqcLLH+zGm+v24811+/G948fpqhyvty8ASQIEITPXRSx2qwmnHTlS/feLVTa0dfuwbX83Zk6sS/Kd+sOtZECVZ5kBBUQ2Glp0FkTujwnyzRTm+orngBo5pByb93UhEBTh8gRKWoDqzTCAHJAFBUB2fPb5QlmLgoWGCVBszRNPgEpUgsfWBGFRQiAkqo0mSh2PN1JyyLL8giFRDW0vt8nPcifOHI5X/7sHL3+wCwtPmgBALkdnsBK89kEkQMWGkGth4ykYkkvyk21GEdmT87P79ttv46yzzsLxxx+PMWPG4P/+7//gdruxYcMGPP/887BYLLj55psxYcIELFy4EBdccAFWrJADoQOBAJ544gksWbIEJ510EqZMmYJly5ahpaUFb731Vq4PteRIpv5v27YVa9Z8hFtvvRO/+MUSnHHGtzFy5Cg0Ne1XhZuxY8dj//59cLvdmu/bgksv+B7a25oByI6oww6bgauv/i3+++E7WLf2fUgSMH78RHg8HgQCAYwcOUr931/+8jQ+/PC9vP1e8Rg/fgL27t2DIUMa1ONwOp1YvvwP2LVrR7/P7Onpxssvv4irr/4/XHHFrzF//ncwadLkhG4pgsgXage8miQleMrOTWAQlOCxnbnaBO4nxqlHjMQNPz2qn0tKuyD1B0pfsCMidLpY+Z08JpgbLl4GVCod8LTYLCb86NSJqCy3ICxK2KMJetUDrAOe02GBwZB718A0xc2zaU9Xzj+72Hhy1AUPiMzzzcrGg14IKC7CbB/46+KUAGmbTqj5Rp7SzvhhbsRMHFAmo0EN49ZjYLvqgNIIUOyZJOJWif+oarMYwZbyg6lzGXM6AREHFHMlCgBsynj45tGjUWYz4VBHH/758V4AckMOBrv+unr9cpXLICBZWaf2/k+5ofkn5wJUVVUV3n33XRw4cADhcBirVq2CxWLB1KlTsX79esyZMwcmU2Qn45hjjsHu3bvR0dGBLVu2wOPx4JhjjlG/7nQ6MW3aNKxbty7Xh1py2O0OHDp0MK5rp7a2FkajEe+88xYOHmzCli2b8Lvf/R86OjoQDMoT2BlnfBsVFU7ceuvvsH37NmzZshn33HMHRo0Zj7r6oepNAQDmzv0Gjj9pHp5acT+6e7oxd+43MGlSI2688bf49NN1OHBgPx566H784x9/x5gx47L8vexob2/HwYNNKb1/wYIfwu124+abr8f27VuxY8d23Hzz9di06WuMGzdePVe9vS7s27cXZWXlKC8vxwcfvIcDB/Zj584duPPOpdi2bQsCAf3d0Al9IkqSmqGS1AGl3Di1YZ2lSqSLWWZBtyajoJYkUBne4IK551jehbYjohTT0jVdAQqQNzEmjpDL1Xc09WR9vIWE5T9V5iD/KR6qALW3My+fXyxESVIf/nLhNGnQqwNKEQYsWeQ/AZEMmu5evxruzu6BQ6rsqFTKy0o9iJw5oCrKMhtTFawMT4c5UBEBShZjJQChsDw/D+SAEgRBFd/6fINHgHJrHFBsLmdleQ6bSV3zOGwmzD9GjivZddAFIHozr6pcboQQFiX1c0qdYJK5y2gwqGNtMAmaxSLnAtT1118Pk8mE0047DYcffjiWLVuG++67D6NHj0ZzczOGDo0OpRwyZAgA4ODBg2hull02w4YN6/eeQ4cO5fpQS47vf38hdu/eifPPP69fh7m6unpcf/0t+Oij97Fo0dm44YbfoL6+Hj/60Y+xefMmSJIEm82GZcseQjgcxmWXXYRf//pyjBkzFlf8+qa4P+8ni38JSZLwx4eXwWg0YtmyhzFt2nTcdNNvcf755+LTT9dh6dK7cNRRR2f1e33722fB7/fhJz85B+3t7QO+f/jwEXjwwcfg83lx2WU/w+WXXwxBMGD58kdQXS0vjE8++VTU1tbhggvOw9atW3DrrXdg9+6d+OlPz8Wvf70Efr8Pl176S+zevQter74Wh4Q+6XL5EQyJMBoEdWEeDyZADYYMqA5XdNeWdBEEgXKgBilqm/iqaAeUhP7XDhOg0u1ApQpQB/QlQPXkMP8pHlNGV0GA3C2wp4QebHz+kBpJUGbLviSMhbe3d3sRTqErMC8EMrxeYnE6LBhZXw4JwKdbWyGKkup6HVJtV/ON9BqwnSpMOMq0HJaV7umtE57XH1LnXm3uJROe2P+bEghQQHQO1GDB49VkQLmjHVCx2XSnHjkyaqNBu5lnMAhqB9PBUoY3ULA9c4+RAyr/5LyoeufOnXA6nXjooYfQ0NCAF154Ab/5zW/wzDPPwOfz9ctxYplAfr9ffdCP956enuwWeIkmMFHkP7SOWUwFIZLHFI9jjz0e//jH2wm/fsYZ38IZZ3yr3+tLllyl/veYMWNxzz3L1X+LooR9ShvPJb+6Tt2lAIDy8ko8vPIllCs3v6qqKlx3XXyxCpC731100aWJf4EETJkyDX/72z/Vfz/44B/7vUfbZQ8AGhun4N57H0z4mcOGDcdf/7o66rWnn36u3/t+8pPFKR2j0SgkvUnygFGpZzZSXTOXtCtun/oqO6xJ8i5Y2YMoSQUfc4UeQ2x3tL7anvHvarMY4fWH5Jp+zq/RwUIhxhEr62moccBkMsBhjCzMw2L0tRMMy4tNu9WU1hiZPFru+LrzYA+MRkE3Ibjsgb66wpqXa6LaacOYoRXY09yLrQd6cOxhue+GV4z7GQuntZgNsOcghLyu2g6zyYBgSES3O5C09JonQkq5js1izHr8HHv4UDz/zg58srkVMybWydemUUBdlV0VSN3eYN7mbh7WRb2Ko6WqPLPrkQkMHl/+zlM+cHXJ85DDZkJluQUC5A0CEfL8zDq9Wc2Jx5nDZgJ6AH+oePf3Qo8hbyA6hNxkMqiCSZndHHUeTCYDvn/CeDz9utwoakjMWqq+yo72Hh+63X5djZ1MYaKm3Rb/Xm+3muDyBBAownjiYS4qJDkVoJqamnDNNdfgqaeewlFHHQUAOPzww7Fjxw488MADsNls/UqaWIc0h8MBm01WZgOBgPrf7D12e+Ytag0GAdXVZXG/5vMZ0d5u0JWAUEhCYe2uXOQcSRKiyhh4P3f5QhQFGAwGVFY6osYszzid+mn3PJjo3dIGABjZUJFwvgKACmVRbjQZk74vnxRqDHUrTo3Rwysz/l0dNjO6ev0wW81FO19EfPI5jlgI+biR1erf3WYxwhcIw2q3RI0Fg1EWdZ3l1rTGyKwKG8wmA3r7gvCFgeH1+hhfXiUPbWh9ed6uiSOmNGBPcy92NLlw5gkT8vIzgMLez9p6FadKWXrjJBnD68qwt7kX7oCIKTqZnwRlLeqssGV9Hr75jXF4/p0d2LKvCwc6lCYcNWWorS3HkDr5s30hMe9zdzHXRR6lfGp4gzOj37O+ugxAGwJh6Ooet6fVA0AWQWpqymE2GxEIhmF3yNeX0Sw/opY7El9vznIr0OKGoYjrIfVYCjSGQhojQm9fUP69jR0AgKqK/ufqeydPwlvr9uNQhwfTJ9VHfX1YfTk27+2CJ5D/a4wH2DNtXU1Z3N+3wmFGSydgsphKfn1dbHIqQH3xxRcIBoM4/PDDo16fOXMm3n//fQwfPhytra1RX2P/bmhoQCgUUl8bPXp01HumTJmS8XGJogSXK37IYyDghyiKCIclhDgtaREEWXwKh8WkDqh8oBWgwqKoniOt+JTpubv33jvx+uuvJX3PrbfeiWOOOTbtzy4U4bDcAbCnpw9eL9+WTaPRAKfTDpfLi3CYz7E+mNl9QA7sramwoKvLk/B9ovK36+n1JX1fPij0GGrplH8/m1HI+Hc1G2VXSnunB101g+PGzjv5HkeSJKG5Qx4vDnNk7FgVAaqlrRdWzZ5JZ4/svjYAaY+zsUMrsP1AD9Z/fQgnzByek+PPNy3KubGbDHmbQyYMkzvOfra1BZ2d7py7w4pxPzvUKrvBHVZjzs5bjdOKvc292NPUjQlDy3PymfmmR8lXk8Ji1ufBLACNo6qwbX83Vr21DQBQ67Siq8sDqzJ3t3V68jZOeVgXdSvnU5DCGf2eVpN8nlo73AVfE2TDvoNyZUtlmbzmMZsMCATDaO/0wGoAXL3yvCyJiccZu7+3deRvjAxEocdQhyYzrsftR3tHL1ra5d/dkmBOv+4nR6LT5UOZOfrrTqWb5/5ml67GTqawjre+vkDc39esiOttHW50dRV2PuZhLsoWp9OeslkmpwIUy27aunUrZsyYob6+bds2jBkzBrNmzcJzzz2HcDgMo7LjuGbNGowbNw61tbWoqKhAeXk51q5dqwpQLpcLmzZtwqJFi7I6tkQCSTjMf/I/03oKLT4BiOqMoP352tfFDA9s8eJLcM45P076nrq6+ow+u9DwLGDGEg6LujnWwUSbsqiorbAl/fuYlK5V/kC4aH/HQoyhsCiqJXiVZZaMf55FKVns84Vo3HNGvsaRqy+gliRUacYOK1/1eINRP5flZ1hNxrSPZ8KISmw/0INt+7vxjem5LzXLB+y6qrCb83ZNjB/uhMkooNPlR1ObR807yjWFvJ+5lDyrMlvuzluFXQna7vXrZn7yKXk7ZqOQk2M+euoQbNvfjYPKQ3R9pR2hkIhypcyx2x3I//2mSOsiUZLUEPIya2bjigXi9xTgPOWSdkX4Z/d3Jib5lHu1zy/P4aYk48ymuKTc3uL/7oUaQ25NJpoEoLPHr77msJriHoPDaoKjvrzf11gGVFu3t+jnL99IkqRmQBmE+LoAWyO4Y9YIhWSwPKPlVICaMWMGjjrqKPzmN7/BTTfdhKFDh+Lll1/GmjVr8Ne//hWjRo3C448/juuvvx4/+9nP8MUXX+Dpp5/GLbfcAkDOflq0aBHuuece1NTUYMSIEbj77rsxdOhQzJs3L5eHSqSIVlrSup60HTszFcaqq6tRXV2d2TcTRImhBm4nCSAHNF3wSvwG1d0bgCQBRoOQVbcu1tnMFxg8IaWDHRZAXl1hhVnT7UbbCU8Le9CxWdMPVdZjEHmkC15+QsgBeSE/cUQltuzrxqY9nXkToAoJK5XKRQA5w6l0PuvVUYB0QOnAysT9bDlqyhD89a3t6mZmvRJIrYaQl3AXvD5fSM06yrSzIgsv11tYe7cihDMRhHUmiw0hT9Zt0TEYQ8hjOv51u/1qMLkjzbmpTgkl7xgEIeTaih5zgjFlV9YAbE1A5I+cClAGgwEPP/ww7rvvPvz2t79FT08PGhsb8dRTT2HWrFkAgMcffxxLly7FggULUF9fj2uvvRYLFixQP+OKK65AKBTCDTfcAJ/Phzlz5mDlypX9gsmJwpBYdJLi/jdBEJnRqYQmD9TxLdIFr7RvkCxEusZpVdsKZ4I1gehAlC5tSiv3uhgx16qKkTEClPJvWwZdvSYoAlRTuwd9viAcOQinzieiJKkP9FVZCLupMGVMNbbs68bOph6cesTIvP6sQsDan2cqFMSDOaD0JB6wjqLWHAlQTocF08fV4Mtdco5NvdK5cjAIUKwDnt1qStiZayAqdNoFj+X0sc5ssWublLrg2eQx6PUNnvu7xxf9d+7xBODxx++CNxBsw7PD5YMkSbpppJEJ2u63FvNAXfAGj6BZLHLeBa+yshI33XQTbropfje0GTNmYNWqVQm/32g04pprrsE111yT60NLCoko8ZESiE5iAmFqsEHjhsgFwZCotkavcSZ3JcTuEpYK7FpiC6COFAW5gWCiA3toIkofVtpRXxWd+ZVoLPiyeKCuLLNgSLUdrV1e7DzowuHjazM55ILh9gYRFiUIiDzg5wt27ertwTgRHkWAKsulAKU6oPQjsgSCkW6AuWLutCGqADVEuW6Zs8cXCCMQDOfMccUTzPnmdGQ+pth13KszoY4JukxAi3V3MyHKkkSAcljl7+0bTA4o5bzVOq3ocPnRo3FApevOrHHaIEA+566+ICrzfE8oJsy5KQiysz4ebBPKSw6ovDM4W5dpYFlUgYC/yEfCJ9FOJyT478ErwrBxYzTmXMslBhFdSgipxWQYcHfdbC7NErw/vroJ169Yq1rpU3WEDYTqgCIBatCQyAHFSvD6O6DkMWezZDaP66kMj5W9lDvMMOW5sy6by9iDpt5hzoN0XQbJqFBEFj2V4PmD0ZlquWD2pHpUOMyocJhV4dhuNapjtFRdUOz3YuMgE9j39vlDMZ2r+SYiZMrjyBIjQEVK8JI4oKxMMBgcApQkSZGuiXVySHaPO6DmGKYrjpuMBlQpJZClXoYXVAVNY0Knl11ZA3jJAZV3Bv1Ts8FghN1eDrdb7kBlsVi5tCCKolCUwPRQMAhI8oUoSbLgIggCgprXRVFAMFiai4NESJKEQMAPt7sLdns5DIZBr+USWcDyn2qctgHnH4tqU9fPQjMVvtjZDq8/jE17OnHk5CFR5yQbbAnKrojSpU3JgIp1QDGBKdZen00JHiALUP/9qhk7mvgXoHrU8rv85T8xVAFKR+JKMtzMZWDPYQaUKkDpZw0VyHEJHiCXoN10wRwAEUFCEARUlplll0dfAHVVpdfFlP3dK7JwQDlsJhgNAsKiHGjOMpV4JxAjMCUqwUtWmmhXSqYGiwPKFwirmWEj6srw5a4OdHsCcGeRT1frtKGr148Olw/jhztzerw8EUhjPPkGyXgqJoNegAIAp7MGAFQRikcMBgNEsfAPnL5AOGr3skPohSDIbgLtorIdNnCo2+Udu71cHT8EkSkRt8/AC0cWnhjUOHpau/rw+Gub8e25ozG7UR+dI2MJhuRF1aa9XbIApezGDRTKPhCUATX4YA6oVEvw/FkKUGzRvq+lN6PvLySRAPL8l1qUKw/Vbl9pCFDMAVWeUweUUoLnDUKUpKzy7gqFP8a5kivibTY4yyzocPlL1wHFSvCyKH0yCALKHWb0uANweQL6EaCCEUcKoFnbqCV4YtTr8RhsIeRsDjIZDWpWWo/bH3FAZTA31VXasKOpRy1dL1VUR12S0mHasCwcJEBB2WWprEVFRTXCYf4mMaNRQGWlAz09fQV3Qa3f0oq/fXBA/fd1i45Amd3S7/XfnX9UxuULesVoNJHzicgJkcDtgcUWcxwH1IYdHdjR1IP3Nh7UpQAlSZJaOrB5j7wRkLMSPMqAGlSERRGdinuuvwMqPyV4zOmjhzHW7VYcUGWFc0D5A2EEQ2LGIcu84M5DBhQ7R5IkZ7tkU4pVKNi9J5cOqESoHd5KVICKOKCy+7s7HRZZgNKRky5WEIhd26glU0kEA7ttkAlQGhcm62La4wlk3AUP0ASRl3gJHhM8kwmazAFFJXj5Z3ApBgNgMBhgMPB38zeZDLDZbPB6wwgVuOymLwC0uyIXYlgywWy2xHndCLOZv3NHEHogHbFFzUnQZD0wuzBzN+gNbW5Fc2cfOl0+tGu64GUDOaAGF50uP0RJgslo6OfySTQWsi3BYw9OobAEUZRgSBBwygM9yhxRVZH/+7XdaoJBECBKEtxe/ZQGxUOSJLV8MZtyqVhMRgPKbCZ4fCG4+vQhQLHrJ5ch5Iko9U54zAGV7ZhiIeZ6Ok+xJVFsbROKyYAyJ8mqy8QBJUoSDrZ5MKzOAaPONpG1Lkx2f2vp7FMbQ2UijrN1Z6kLUKlkiqmbVBRCnnf0deURBSc26JjVZvcrYdDBzi9B8Eo6eUdqp5hg5NpkuzU9bv0sPrXEzjOfbm1TH3JylQFFc9TgoF0TQB5bzpSvEjxtKRK7R/IKmyMqC+CAMgiCmpek9yDyTpcf/kAYRoPQz1mXLWoQuU7EAzbGC+KAUgUofY+fRLC/uTNL4bGiTF9h9qIkaRxQrAQv2gGlClTJHFCaDKhUGyKt3dSCG5/4BH//cE9Gx15MPJqsJ9axjr1mMgpJxZVEMAcU2/QrVQIplOCRA6pwkABFJCUY01GDLdxjd5DJXUAQmZNOBhTLS9A+6LLdP1dfAKKov66UsQLUh18eAiCXp2T7kGNN0PmMKE3alF3cuqr+wmW8LnhhUYyUFGXpgAL4bw7AwnpzGaSdjFLphNfU7gYADK1x5Lx7oFOTA8U7YVFESImCyHUGVDyYANWjo9KydGB/c2fWDihFqNPJedLe8yMh5NFrm0hI+cAlU5KU+j1+zyE5q6+1W3+ZRx5NGXDsJkKZzZxRE606TQleKXc1D4SiM8fiwTahvOSAyjskQBFJ6eeAUlwXsTvIgSDfi26C4BVJkiIZUCkEbptjWhUDkZulJOlnAaoldp7Z3yo/7GUbQA6QA2qwkSiAHABsrMON5kFFu3mSaQaUQRBUUSLA+Tjz56GDWTJKRoBq8wAARtSX5fyzK3SUc6Rd61kLUIJXqeMSvFQe5l2e3GRAqWH2OjlP0QKUPBcxZwr7WijEMnsSjzOLyQCjUvKcahkeW2/xPlfHQ82hs5lhNhmiut5lkv8ERFzmvkC4pLsJsqqBlLrgBVJ31BGZQQIUkZTYzCk2Ycfu8vqCpTtpEUQ+8fhC6qK+JoWMFEs8AUpjF9ZjGR5zWlrNxih3QbYB5EBkl54EqMGBKkBV9heg4mVAMTHKaBCyCsm2mvtflzwSyFMHs0SUigB1gAlQdXkQoNTyKf7nbjaPCkDOnWDx0GsI+dd7OnHF/R9g3ZbWhO8Ji6LqaKnIogseoHVA6eM6Y/OQySiomXks66l/F7zE40wQhEjZVJoCFO9zdTxYBhRzsFaVR9aMmTZHsJqNqoBZyjlQgRQyoOyWiKOOjBX5hQQoIimxE7SfOaD6leDRhUoQmcBu+M4yS9LuHAxtTgLbodEGJuoxiJzNMzarEZNGVqqvZxtADmgcUFSCNyhoV66n+ngleCxgNNhfgMo0/4mhXpecL1qL5oDSgbiSDFaCN6K+POefXaGcIz3k97DxY7EYMyr3SRcWtKw3AWrL3i54fCFs2N6e8D1ubwgSZDGvPMuSWDUrSyfXWURcisxDZnN8AWqgXKNIEHlq93gWecB7uXQ8WLc7Nq86NcJlmTXzMcQ2+9pLWIAKxhlzsVjMBrBpjXKg8gsJUERSguHYUrtw1P/Hvk4QRHqkk/8ERN88Wfe4KAeUzhbqQHS3m6ljqtXX63LggKIMqMFFmxpCnswBFbleciVAxctm4xEmkGUSVpsJ5Q7mgNLvYl4UJRxs7wMAjMxDCZ5TRw4oNn6sBRo/7Nz0+UO6cqywY022IcT+3mV2c9bd2PQ0hgCNE1MzjpgDKqCW4A0sGADaIPKBBdxAMKwKvUHO5+p4qA4omzyvVmk6vWbqgAKic6BKFTUDKknpsCAIail+Op0VifQhAYpISj8HFHXBI4icouY/pSi2aG+e7PrU3ij17IAymwyYOjYiQGXbAQ+ICAthUVIFO6I08QVC6sNF3AyoOHlgPkWMyjT/icGuS9531VUHVJaCW6pESvD08WAcj9ZuL0JhERaTAXU57oAHRPJ79FA+5S9wCafDaoLJKFsSenR0b2P3ms7eJAKUmv+UXQC59jNcnqAusmvidSRjYyoUEhEWRYSVhioDlUbbrfL3pZJfpP178D5Xx0MbQg4AlZoSvEwzoIBI3mZHCXfCC6ZQ0glExlO8TcunXt+MP/79a11cY7xDAhSRlIFCyFkGAAlQBJEZnS55QZRq3pHRIIAVPgRUASpy/ek5A8psMmDs0ArVUj+kOvuHPe2DErmgSpv2bnnxXGYzxV2MM9HFFwirC0h/zkrw5O8PclyCJ0mSxgFVaAFKv7vJTW1y+d3wujIY8lB2xgKo9eBeCRS4hFMQBFVMbtFR1zImQHX3+hM+rDLB0ZllADkQGUOhsKiL+1xQdUBpSvDUeIFwVCnzgCV4ihsolRI8rcCiB0fdn97Yiqde36KOIY9P6WKq3N8qNSV45bbMhczBUIKX6r2P5UD5YgRNfzCM9zcewsebWnRRLs07JEARSWETNFtz+dUSPPl1Z5k56nWCINIjXQeUIAhqVgLLgfLp3AEV0uxMGQ0G/GLBYfifeY0Y3VCR9WebjAZ1B51KhUubth6l/C6BS4WJTJIUEW/Zw1q2jiCL5uGJV0JhCaLyIFP4Lnj8iyuJyGcHPABwOnSYAVWg8QMADdUOAEBrZ1/Bfma2sLWzPxhOKIy0KoJaVQrNRwbCajaqc5gecqDiBYxrS/CCGreyKVUHlC/6+unzBfHu501RDRC0JWa8C1C+QAj/+bwJ7288qB63O6YEr1JTgpeNA4qVrJdyCR4ruRxI0LQp48kbI+Rq149Unpc9JEARSWE3ATbZsQuQLUIq7PLkRwG/BJEZ6WZAAZEdnGAwDH8wDO3+qi4zoJgDSlmATh9bg9OOHJmzz6ccqMEB271leRaxaB+a2T0rdyV4SgYUxw4orTiWLAcjl7A1gp674B1oZx3wch9ADkTcK25vEGGR3/EDaDKgCjR+AGBojSxANXfqxwEVDEfuyl298R/qt+3rAgBMHFEZ9+vpogqZHv6vtUgJXmROtmhCyJmT1GQ0DOg6VB0rMff3tz9rwp/f2Ip/rtmrvtapcUDxviGlvZfsbXFDkiQ1hFztgleWfRc8YHCU4Kmi5wBzV6IMKO3fI5VyTyI5JEARSWEXLJvYYkvwKsgBRRBZka4DCojsGgbDYr/dVT3lZDBS6U6SDfGyf4jSw+uL7hAUi0EQImKkMhbY/2cfQs6/A4qJbkaDoJbP5xv2oKRnAYqV4OUjgByQxyt7xOa9VLEoDqgapQSvSz8OqJDGXdMV554cCovY3tQDAJgyuionP5OV8unCAZUkhDwYEiOB0SmE3dusrGQq/lpoT7NLfU1PJXhagWx/ay8CIVEt7YzngCrLJgNKWX+6vUF1U6bUiHRVHKgEL/6GpfbeTg6o7CEBikgKm6BZi1h2AbKJsVK54dGDHUGkTygsqplNqWZAAdEt32NvhD2egO4CElMNh8wUa4IdUqK08KeQT8PKVFQHlD83JXhqWSzXDqj+roN8w9w9Xn9Yl00AgiERLYrzZkR9fhxQBoOgbvL1cu5gDRRBgIo4oHQkQGnGelecIPLdh1wIBEWU280YXpcbYbNCRwJUvHu+WRlTwVA4rTVBRDCIXguxzbn9rW51TcQyN4FIhAGv+DUC2b4WtxpAbjQI6oZJZZk2hDxzB5TDZlK7CZZqGR7LHRtoTKmCZqB/BhSDBKjsIQGKSArbxWFqu18twZNfryizRP2bIIjU6er1Q4JsM0+nEw7bFQyGRHiVmyTbCQuFJTWoUi/kXYAyJ26WsG1/N+57YaOudteJ+Kgho0kejm3m6IcVX45CyNWyWB04oApZPuWwmlR3j0eHLqjmzj6IkgSH1RTV8jzXOMv0EUQeEXkLN4aGKBlQ7d0+3YiYAwlQW/bK5XdTRldByFGwPctkdXEuYgLxw+yjMqDSWBMwwSA2s4fN8R5fCN3KRl9siRnP40nrgNrX2hsVQM7GjN1qVO9dziy7KdaVeBlexAE1QKaYWoIXmwFFJXi5hAQoIinBGAEqEBQhatqZs4dm3mupCYJHtPlP6SxC1Y5bIVF1cFTYLWrpUXeS1s88wjKgWFh4rmGL3HhZdW9/egBf7OzA+i2tefnZROFI5eG4nwMqVxlQpsjDE68wB3OhAsiBaHePHsvwWPndiPqynAkF8WAPjy7Og8gjGVCFG0NV5RZYzUaIkoQ2nXTC05Z3xbsfb9nXDQCYMqY6Zz9T7aaoowworcCkZkAFxbTcmrYEDiit4/lAmxuiJEU5oLTHwSPa56pOlx8tigNQm/UkCAIu+PYULDxpvCrUZgqbg/Q4T6dCqlEPbDx5A7EZUFoHFD3zZgsJUERS1BByVoKnhB4zWM05hZATRPpkkv8ERLcrZlZgu9WouqC6PToToPKeASXPX/EcUOyBhlyc+ieVfBpbTL4D+x5blg/UegghL0Z+DwB9C1AsgDxP5XeMcoe+HFCFHEOCIERyoHQSRB5M4oAKhkTsVPKfJo/OnQClqwyoOHk82mxLdU2QQladKhj44zugAOBAqxu9ngBCYRECIp29eZ6vY8WxLUpofVlMqd3RUxtw5jfGZv3zVCdZiYoraq7YAO5Nu5opFluCF/l7UAle9pAARSQlkgEVcTqxBYiAyMKSMqAIIn06lN24dPKfgPgleHarCVVKGQfLldIL6Sw2M8GaIFQSiAhQ5OLUP2llQLEQ8pyV4LFrkt9x5A8U3r0CABV6FqDaWAe8/ASQM3TjgAoVZwzpLQcqpO2CFxNCvvuQC4GQCKfDjOG12blWtLCmQLyLmIA2S0yTAaVxdrOvD9SxDNB2wYufAQUA+9vc6nqrqsKqi5Lp2DXJ5r1MgMrOrZsIuzV+97dSIZhiCZ7NGl/QDFAGVE7JzygmSobYEjx/MHJjsFiMkdIWengjiLRhYY81TusA74zGbOqflWCzGGEyKiV4OuuEV6wMqD5fSM1V4NmKT6RGvFyRWCIZUCyEXCnBs2a3HDKrY4zfcZTqDnCuYRtYvToUoA7kuQMeo0IvDqhAccZQg1JepJesvqgueDEOKOZkmTy6OqdlnREHFP/XWbx7vlYYYBk7qXXBi7/BFOuA6nRF1lvBkAh/MMz1fT/WnXWoo38JXi5Rs49KtQteMDWnfSJB068RKykDKnvIAUUkRRWgNF3w/JoMAGpvThCZw9w39VX2tL7PYo7sFPr8EQcUK8HTnQMqnG8BSinBi1mgtvdEyjnIAaV/MnJABXPlgOJ/Rz2V85MPmACltxByUYxkxmSbrzIQzAHVy7l4UIwcMSDigGrRiQNKW4LX2xeMyoRSA8hzmP8ERILsdRFCrorh/UvwAHlzCEi1BC+BA0pzvz/U0aeKl7VOWyRvimMBigkesSJceb4EKCbklWgJXjDB+YyFnYfYUPsAleDlFBKgiISERRGi0qK03Na/BM9iMqg3D8qAIoj0yVSAYouyYCgcU4InO6m6dbAA1cIWBnkToCzx5yltoC0JUPonsjmSeBzZzNEPK75Abh6odRFCnkKXwHygOqA4F1di6fUGIUoSBEQ6jOWLCp3k90TWf4UdQw1MgOrSSQZUzDzQo7iSg6Ewdh50AZA74OUS5oDyeIMIi/zOQ4BmLtLc840GQc1m8vjkucKcwlxlt0SEE0l5ZhElSb3fGwQBYVHCpj2y8FfrtKkuGJ7v++wcjR3mjHo97yV4peqAYq67AdybqqDpTxxCHvs1In1IgCISor2BRrKexMguqsWoKW3h+2ZHELwRCoua3fU0BSjlugsERbVO3W4xahxQ+irBY3kZ+cqAUoOng9GLhrbuSLthnoUDIjXU8qAkbqbYPLBcZUBFrkl+H2hS6RKYD8od+nRAsXm0wmGG0ZDfc1ahFwcUE3mzvF7ShYWQd/X6+zldeIR1ijYoikqnUoa366ALwZCIyjKL6urKFeV2MwQAEgC3l+9zpObxaAQmQRDUTSjmgEqpBE8RDCRE5jjtZtOoBrmBwLb93QDkpi/aHE1eYfeSIdX2KNdT3krwmADl43vsZEowTvB9PCJd8KLv5dpKn74SdYkVEhKgiIRECVC2SBc8bc4G2zUOhUWIotT/QwiCiEunywdRkmA2GVCpWOdTRbt4UtvIW02oKpcdULorwct7BhQru4pebLZRCV5JkUqJmS3GDcf+P9sMKKsmQJdXAkVyr+g1A4qVMjnL0svoywRWPtXLuXtV64AvJGU2syrSterABcUEKJbvyHIZt+zrBgBMHl2V0/wnADAYBFXs5X0cBRK4ntncpDqgUhhnFrNBdU7FbiwYDQLGKw6isPKMUqsRoHjeeNKWu45piHThjO2ClysSCS+lQFgU1b//QGMqURc8KsHLLSRAEQlhC2mjQVB3GAIhUV2wawUogHKgCCIdWjXld+kuRM3aLniqAyqSAdXt8atWdD1QMAEqNgOKHFAlRSoh5NoMKFGS1PuWLcuyNNUBxfE40rqXC4leM6B6lId4Nq/mE1aC1+cPqeIFj6RyjeULFkTOeyc8UZJUVy8rr2dB5PnKf2I4dVLKGSnBix5HbA3AmoOksiYQBEGTAyWPTyYQ2CxGjBpSHvX+GqdV08iF3+eWSMm0AaMaKtTXWSZvrkkkvJQCWvFowC54yv0xEBKjSlm1Y4UEqOzJy2r/5Zdfxvz583H44YfjzDPPxOuvv65+bfPmzVi0aBFmzZqFk08+GStXroz6XlEUsXz5cpxwwgmYOXMmLrzwQuzduzcfh0kMgDYYWNvxhO1iWkwGmE0GsEdnNvF39frxn8+bSJAiiCSw8q8haeY/AZEuHoFQWL0R2q1GNQMqEBT7dYThmXxnQEVcL7EleOSAKhVESUqpRTwTmnrcgShBMlch5DyPo3i5K4VArw4oVYBK06GaCQ6bSS3X4rkMT3XRFUOAUsrweA8iD2sERK0AFZ3/lB8BirnEuBegEnTkjJTgseeM1MaZ6t7xR2f72SwmjIwRoOoqbZFGLhzHh6hir8mI0UPy74BiAlQpdnjTOpMHWmcyMROI3rTU3ttJgMqenK9CXnnlFVx33XX40Y9+hNdeew3z58/HVVddhc8//xxdXV1YvHgxxo4di9WrV2PJkiW4//77sXr1avX7H374YTz33HO47bbbsGrVKgiCgIsvvhiBAN+TaSmidSVoFxtscWS1GCEIgrqbyi7Ol97fiT+9sRUff91c4CMmCP3QppQR1FXZ0v5ebQmeNoTcaol0puzWUQ4UE7tNecqAUnN/NAsIUZLQ3qNxQHG8ECUGRrs4TCZAjR9RCQHA1v3d+HJXBwA5pyVb8dOiAwdUsdwrZXp1QLkL54AyCJryKY7Fg1SC/vMFy0xq7uS7BC8YiriPWb5jV68fO5pcCIVFVJZb0JBm7mOqREo5+b7WInk8sSV46TugAI17hzmg1GgCI0bUlanvs1mMsFtNERc5x25Dv6ZpxOgoB1SeBKiYfMRSQlvyOVDFgdlkgNEgv0d7LrQRDoGQyLVTVQ/k9A4iSRLuv/9+nH/++Tj//PMxZswY/PKXv8Sxxx6LTz75BM8//zwsFgtuvvlmTJgwAQsXLsQFF1yAFStWAAACgQCeeOIJLFmyBCeddBKmTJmCZcuWoaWlBW+99VYuD5VIAa0ApV2gu5XFEROlIvkq8oXKupTooU6fIIoFc99k4oCKyoDyRwQoAKjUYQ5UMUrwetyBqAUEz1Z8YmC0i8NkXW5G1JXhxFnDAQB//fd2APJDSbZ5LGYdZED5i+ReqWAClC/EfXcuLT0eWcSvLEAGFAA4dRBEXlQHVDXrhMe3A0p7X6mrlDeYutx+bN0nl99NHV2d8/wnhl66KSYaR5mEkAOaRiPMAaWJJrBbTahXNvpqnTYIghDJgOJ440nrEhta40B1hVXpdpwfQVwNIfeHdBXhkAqJBM9E2OKIcbHuZnJBZUdOV/u7du1CU1MTvvOd70S9vnLlSlx66aVYv3495syZA5MpYm875phjsHv3bnR0dGDLli3weDw45phj1K87nU5MmzYN69aty+WhEimgPhQqrgR24aoOqAQCVLdS696lIwcGQRSaNk0GVLqYNAGaLAOK3TDZ4qTbo5/rL3auyTWxcxQQOf/sOYDnhSgxMBFxxaCWMiViwYnjYbea1JDpXGQiRR5o+BUyi+eAiqz5PDrqsOQqYAkewL94kGqZa75QHVAdfVw/ILP7mckooKZCFj66e/1q/tPk0VV5+9lOHbjogIhTNHbTyZxBCDnQXzBQm7Mor4+sl0vYapy2qJ8T5HjjSZuTZTAIuOmCObjtZ3PzJv4yASosSlxvpGQCO5eZjif5M0iAyiU5TTLbs2cPAKCvrw8XXXQRNm3ahJEjR+IXv/gFTj31VDQ3N6OxsTHqe4YMGQIAOHjwIJqb5ZKtYcOG9XvPoUOHsjo2U4EzD3KJUXkoM+bp4SwRonKDt5iNMJkMsJqN8PhCcCs2ervVJL9uYZ3wJBiNguq86HEHdH3eS41ijSOiP5IkqSHkw+rK0r5O2EIhGAqrVvMKhwUmkwHVFfJufW9fMOfXX77GEAtstSlzSq4pUxbl/mBY/fzOXiWDq9qBls4+BEJhmq8KRD7GEetwY1XuV8mocdrwg5PG4y9vbgMQuZdlg8MWadRhNAp5czhkA3vos9nyc50lwgQDHDYT+nwheANh1Diz/9mFuJ+xDKgap7Ug54vl93gDIS7nIq2D1GEv7BgCgOH1cilVn18eR84cCIP5GEeScumbTQbUaUrwWFn8YeNr83buqtj935v7+38uYQJH7NzLhE2mL1otqY0zdf4NizCZDOpc51DmuvHDnfh8ezuG1TlgMhlUgSEkSlmfp3zNRUwcsyu/Q01l+nEN6VBmjJT2BcMiHHkq9SsG4Zjn2YGQc6D8CCnjCZDHlpZASMzpNTbYntFyKkC53W4AwG9+8xtcfvnluPrqq/HGG2/gsssuw5NPPgmfzweLJfqGYbXKk6Xf74fXKz+QxXtPT09PxsdlMAiori4b+I2c43Tmp2Y8EVZ7LwB58quuLoPdZgZ6/fAoqm+l04bq6jK1HtlsNcFoMas11a6+QEmc91Kj0OOI6E+P2w9fIAxBACaNrU17R6u6St4J9gbC6kJt2FAnbBYTGurKAbTAF5Lydv3legyxspzamrK8HLNkjJTgVVU5IAgC3D55cTd+RCVaOvsQCktwOu2D5ubPA7kcRy0u+eHObjOnNIZ+ePpkvL/xEPa39KLckdr3JMNqj6xbyivsRSlRGgi2fq6rzs91lozKMiv6fCEIRmNOf3Y+72fMATVqeFVBzleFUj5tMpm4XDsxdzsANNQ7YTAUXmStLLegxx2AxPE4cvki5WXjRlVDECICeW2lDZPH1+VNoB42xAkA6POFuRxDgLwBx9wkQ+orUO2MCCuxokd1lT2l38NZrnyGwSC/3yDfxysr5OeUs+dNQV1NGY6bORzVFTb1WjPkcBzlfF2krO1qqh0F+1varSZ4/SFYbBZux08mWNs8AOTfL5Xfq9xhAeCB0RJ5P9soZWi/lksGyzNaTgUos1meOC666CIsWLAAADB16lRs2rQJTz75JGw2W78wcb9fvqE5HA7YbPIEEggE1P9m77HbM/+DiKIEl4vvmvFkGI0GOJ12uFzeqO4a+aarWz5nAoCuLg9MRvmGydrJiqEwuro8alhbR1cf9miyN9q7fejsdHO5EzwYKdY4Ivqzs0kW1KvLrfC4ffCk+f1+xZ7e6ZJdPAZBQJ/bB68gwGaWr7eWdje6utL95OTkawyxnXVvnz/nxwxEciFECWht64XFbMTeQ3I3oiGaXcWWtl7VXUbkj3yMo/YOedyYjULKY2jRvEm457kNGNtQkfW40+a+tLT1qp3feIJ1lgr4A3m5zpLhsMmC3KFWF4ZXZ7+Tn+/7WSAYVssFBTFcmPOliBTdLm/B/z6pwMqWzSYDenqKs6a2KqVTre29qLRlL/LmYxx1KH87oyCg1+WF02FR3XSTR1Whuzt/584oyb9Dp8vH5RgC5LlSGero8/gghCPOOiGmtDLoD6b0eyiPJ+jq7kNXlwddPfJYNUBSv/+46Q2A8twiKn/rXnf25ylfcxGbr4O+1M5BLrBbjPD6QzjU2gu7qXSe3TqV3DijIbX1AXve7ej0qO/3KvcDo0FAWJTQ2u5GV60jZ8dYCs9o6Wzi5nSlPXToUADoV2Y3ceJE/Oc//8GIESPQ2toa9TX274aGBoRCIfW10aNHR71nypQpWR1bqATqWcNhsaC/h1/JljEZDQiFxEg4oFKCZ1ZeZ9kXfb4Q2jVtzf3BMHo9QdUaS/BBoccR0Z9DysNyXZU9o78FW2y5+1g5rBHhsARAQpk10oY5X3/nXI8hZsc3ID9ztVEjgnu8QRgEAW3KgoS19gbkBUa+cqiI/uRyHGnbdqf6mZNGVuG+JcfDZkn9e5LBFqZeXwg2Dh1QLCfLZDAU/B7AWof3uHM7L+XrftapdMg0GQ2wGAtzvtjc4/OHubxHs7Wf1Zyb6yUTmLPQ4w1yO45i185V5VZVgGocVZXXc8fW415/iMsxBEQCxgHAACHqOI3GaNHDIAgp/R7a7nmhkKhmSCW6H7CNc38gd9darucitjFnNKR2DnKBzWqSK13yuH4sBiyvyZTiXB47noDI/dNZZkFXrx/uvtzOQYzB8oyW05X2tGnTUFZWho0bN0a9vm3bNowePRpz5szBp59+irBG7V6zZg3GjRuH2tpaTJkyBeXl5Vi7dq36dZfLhU2bNuGoo47K5aESKcBK6diiyKpckGx/Qg0ht0TKW7p6o4OPKYicIPrT1pV5Bzwgsghn16Jcr86+xn93Fy2SJEXmmjxlVhgMka43bFHXpjxgDqly6CJAmkhOIMP28HarKWcuXTZ+ee2oGNAEtRca5ghjGZK806MJIC+Ui5v9Xfy8jh/WSaoI44dhs7JuZ3yeIyCS3cPmA5bLCABTxlTn9Wer63GO72VsfhSEiNOEYTEZY/6dbmh0TBe8BI7myFzN7zopcr0VbjPDrpxHb4Df8ZMJ6XfBk8cNG09AZNxWlcvl9n0UQp4VOb2L2Gw2/OxnP8NDDz2E1157Dfv27cMjjzyCjz76CIsXL8bChQvhdrtx/fXXY8eOHXjppZfw9NNP49JLLwUgZz8tWrQI99xzD95++21s2bIFV155JYYOHYp58+bl8lCJFGCLVTZRx06CbBHChKhAsL8A1d1LAhRBxNLWLYsfrDVwusQKNXZr5NrUXo96ICxKao5VvgQoILIw9wXDCIbC6txUV2VT5zY/x4tRIjn+IraHZ/De2ttfpC54gI4FqPLCdMAD+J+7mXhfjPHDiNedijeCSlaMyRgtQNU4rajPc5A0e3AOhkQ1W5E3VGHFZOwn7vbripfiWGNCU6IueLGwuZrnbm/F2DBg57HUOrwl6rqYCJvGWAEoHUCV+3plmXw9l9o5KjQ5r4267LLLYLfbsWzZMrS0tGDChAl44IEHMHfuXADA448/jqVLl2LBggWor6/Htddeq+ZFAcAVV1yBUCiEG264AT6fD3PmzMHKlSv7BZMT+SfWlRC76FAdUJoW58z2yogVpAiCgNoBrz5DB1R/AUrrgFIeYjheWGnRLgDzKkCZjehFEP5AGO09PkiQRakKu1le4Hn5ffAjBqaY4gpDvvaCXDqgwqKohqgWQ6RTBag+nQlQOei0liqqEM6pgMnGdTFF3njOBN5geXAmJUNnqJITM31sTd7ddNr5zx8Q4bDxV1IejNnc1tJPgEqxJF4VJhVRgAlRNmsiAYqtk/ibqwEW1B4R6gqFrUQFqGCaG1SxQrd2ncocUKV2jgpNXsJ5Fi9ejMWLF8f92owZM7Bq1aqE32s0GnHNNdfgmmuuycehEWkQjFGMY1V4diFbNAJUt1tetLEsDCrBI4j+sDDX+uoMS/BiFiTRAlR0qRnvBDVhi/nsQGfTlCYw63R9pR2CIEQWoyRA6ZYABwIUu1cGORQQtK6sdMsUcwHrlhu7ScUrPcrapbLcOsA7cwfvpcBMGLPmcaNgIPTggArFxFecPGs4rGYjjpxcn/efbTIK6vrbHwxzmcHKNsfizUOxJVKpun/slmgHFBMHtPEEWngvwQuLEkTFGl7I+bpUS/DSdUBZY+YZ7ZzM7gkkQGUHf9I4wQ2qAKXcRGMfeiMOKOWBV1OCN7qhHACV4BFELNryr1w5oLQ2cyvnO3uxsLBFk1GAIY+7w6pTMxCOCIBKCSRb5PJsxyeSw4UDiuNrjy2gBURKgwqJTbNRpQdcRXBAsYceXgUotSQoQVlTIdCDABVU72nydWY2GXHizOFqEH8+EQRBnQN5dYlF4j36j6PY19J1QHnVEjwlAypRCZ6Z380CIHoOKGgGFCtlLDFxJZBlBhTbwDEZDaqo28dxDp0e4E8aJ7gh1gFljZnIYzOgtCHkY4c5sftQL5XgEUQMrPzLppR/ZULSEjz1IYbPhVUssfNMvmDz1382HFQfLpkAyIQDXktfiIHxB5QFpqV4+2o8NwDwa8SDQoVqa7HoTIAqSgmeKmDyN34AjchbwJKgWPRQgpfvphoDYbUY0ecPcTkPAckDoTPNgLJZo8eFNzCQA4rfzQIgshYxCILasa8QlGoGFGsMkGo5Y2wGFBsnVrMBjhIV6QoNOaCIhMTeRGNvFrFd8Dy+kBowOm6oEwB1wSOIWNo0+U+ZPggmE6CsmjIOiaV7c0ys0zJfsAyaL3d1YG9LLwBgRH0ZAI1wwOlilBgYPhxQ/DrpIl0Ci3N+rBZWGszfuYkHixMobAZUxE3OI2omTRGvMbsOHFChGAdUoeHdAeVPMo5i1zZpd8HzxzigEmZA8TtXA9q8NUNBNwyoBE8m1mmpbXJSqiJdoSEHFJGQ/hlQMSV4lugQ8tauPgDyTXfkEPnBrpsEKIKIorVLFqCGZFh+B8i7YiajQc2a0NrM2XUqQb6Gi/mwkAqF2i3+zrFjUW43w2IyosxuQm2lDUdNHgIAlAFVAvCRAcW6KfI3jtQFdLFcGaoDSh+LdpdHXrs4C9gFT20gwek8FBF5KQMqGaGYLniFxmrh223I3Cjx7vmx81PqgoEiCgRCEEVJda7oNQOqWGJv6YaQs/OZmQCl/XswAaqvxM5RoSEBikhIKDYDaoAueB0uecFWXWFBtRLS5vIEEBZFGA1ktiMIAGjr9gHIPP+JYTFFBCibxgGlXbAF9CBAsd3iPJd1jKgvx6IzJsf9Gs+lU0RqcOGA4jhXRBXoipTfExGg+Ds3sUiSVJQSPKsqQPF5jgJpdpLKB7oowVMFlsKXugKRvDVeRbpkeTzaDChBQMrlZ0wwkCSgty+gvp7QAaWcoyCHmwWA5lor8IaBo0QFqIB6TaY2d6kuwmB0CLnVZCjZc1RoSBUgEtIvA0qjHGvrkmMX/NXlVlSUWWA0CJAkoMcdAEEQMi5lcVRVkV13Ja3QZNfs8pmMBvXa5HUnXUuhSvCSoToPOF2MEgPDhQDFca6IvwgtvbXw7srQ0ucPqS6WYpTg8Th+gOgylGKhBwdUUBk7ZmORrzVOz1EyIVO7rrGYUs+rs1qMYO9k0R9Gg5DQhcZ9CV6R7mc2RbDzlljAdrLcsXjECt3q/dNiVEXNUjtHhYYEKCIhrDTGpGZAaTptWSJ1ybE7qlUVVhgEAZWKdZ1yoAgiQsQant3CIkqAitnli7gN+L9BFjuwFdC2P+dzMUoMDA8Px2aOnXTaENVioLp7Avxn07FNszKbKeUd81ygNkMIiFyeo0iOWPFL8HgVVwCozmRTsRxQlmj3Bm8kEwO0r6WzJjAIgvoswpof2ZI0XGCfHQpLEEX+rjV/KL2SsVxh14HDMBPSzoCyxoSQaxxQrATPHwwjLPJ3r9cLJEARCUmWAZXovwGgWnF2sDK8buqERxAqPrU7S3YPNtrrThtCLn+N3wfhWEIF6oKXDHJA6R8Wbm0tYhc81h2Mx111tpAulkDHBCgJ/OauMFj5nbOA7icgIuyIkoQwjw/FHIi8sd3OeISXEHJeRTpVDBjAAZXumoCtg7pVASpxyox2Q53H+TpSglfYa61UA7aDac5dNs01JEmSmuuozYACyAWVDSRAEQmJlMawrKfIcNHaQmN3w5jwxEqMukiAIgiVXJUKaUvW+gtQOnJA8SBAkQNK9/ARQs5vCRV76CtaFzzNz+V9XupRAsgLWX4HRD8c8Vg+zcM1Funwxt/5YTAHVLHKynl3QKsd3uJmQGlL8NI7f2xTj1VdJMp/AiJuVe3x8ESxQsgjAhT/TtV0SL8LnnweJMjXkfbvYTIa1M8pNaGukJAARSQkqQNKo8rH7jJUxTigqASPICL4clWCp1lAxX4Wz1k0sQSLvFgHtOG//J8vIj5cZEBx7DyMuFeKc50ZDEJEoONYPAAAl1KCV1meXU5fumjz+3gMay/2GAKiM6B4fUCONNYochc8Tq+zQJKOZNk4oGz9SvASO6DkTsLytcalAypUnGuNnUNRkrh3qqZDuhlQFrNBzRTzB8L9QuFL1SlWSEiAIhISm82iFaC0ZQ6xDqgqZdHGSvGoBI8gIvhz1I3KYkrsgGLXJ48PwrEUe7EOaBxjJbTgGmxwIUBxLPzy5F7h1ZnBKEYHPEZExOTvHBXbRQdERIWwKKlOI94o9qYK/xlQiTuSaTe3081fY2NDLcFL4oCSP585VvkbR4EiNY2wacLcS0lcibjuUjufgiZTzBcI91tfkACVPSRAEQmJ3CSULngmregUuYhNRgO0OX9MeKISPILoD9uVzHYRr72R2mN2+tQHYU4XoFp46ILH5rigDs4X0R9JkrjIp2GuRB531Hk4P7GtrXml211EAcrEr0jHwxjSun29nDp8WAfFojmgdJIBZY1XgqfZ0M60BI9dv8kcUEBE4OJxnRTZMCjsGBIEQc1ZKyVxJd0SPCDabRlbEulQxM2+EjpHhYYEKCIhsZbFKAeU5r8FQYj6t+qAUkvwAnk/VoLQC5ESvOSLo4Fgi1uDIPSzaaslZRw+CMcSK3QXg0j7c/7PF9GfUFgEq8YprgOKY/dKsPjuFbajzH0JnpIBVegQcoDvuYgHF53BELnf8ZoDpXbBMxanC55agsfhPARE5qK4IeSajaj0S/DkNRXb9LYP4DJn8zWXGwah4om9LDuL1+srE4JJyj4TYdV0BIwtiSQHVPaQAEUkJDYDyppAgNL+u9xuVt9fpSnB47VWnyAKSSgsqt2Nst3ZitSi9281zG6SvO6Aaokt9S0GVo53QomB0eblFDOfJlKCx+EDDQf5PWzO4zHfSItagldeeAGK5zJFfzC9HJV8wYQGH6cPf8V29arnh9P7f7IQcu38lH4XvGhXysAOKJ7F3vQFk1xRiuJKNg4oOYQ8uoRPG9ZOZAYJUERCYuvYo6yxCRwXrPwOiDig/MEwtzdCgigk2usg250ttniLt8jiOYsmFi664KkPffwtRImBYYtDo0EoWutzgG/3Cg8ZWTyLK1qYAFVVVtgQciAyF/EohgdylF+YLdrSGB4p9qZKROjl9Pwk6fBmNBhgUDbU0l0jxa6FknXBAyLrpCCH66RYwaOQsEiHUhGgRCmSF5fO+bRpOm6ytSGb+5gARSV4mUMCFBEXSZL6PRgaBCFuILn231oBymoxqhcp5UARRMSRZDIasn5QNmkcULFYdSSoFHu3GNAKB/wtRImB4UFcAXjPFClOqK0WPQhQoijB3RcEAFQUJQOKzwYSUTlrRRxDAP8CVIg11ijSPY3/DKjkZfdsszvdNUHsWmhABxTHXUvZJkYxSvBYeHupuHu0JZaZZ0BFu/YcJegSKzQkQBFxCYuSmqmhvWAtccrxgMiFWhXTtpgJUl1uEqAIgoXv2nKwgxxrBY76GsedlGLhwgGl7oTytxAlBiZXnSWzxaKDEPJiniPe28MDgMcXBAsMKLNll9OXCbw6oEJhiYucNUBbYsbnw5+aAVWkexo7P7wKvYFQ8lJO9ro5zfKzWMFpoC54PGdABYpYMq06oDi9vtJF+/dN53yyMHatAEVd8HIHCVBEXBIpxmwB2T8DSn6P1gEFANVKhkI3OaAIImcd8ABtBlQ8AYrPh5h4hDjIgNKTYEf0h11XxezOBfCdARW7g1sMLDpwQLm9svvJbjUVxcHCq0tMezzFzBEDNNksnAqZxXb1Wjl3iCUrwQMia4FMu+AxYrsDx8JzVIEqeBSjBK/ExBVtib7RkEYIuVqCF4I/FJ3JVWrnqBiQAEXERStAaRdhbMKOvXFUV9gAAMNqHVGvVyqOKJapQBCDGX+AhWPmQIAyD+yA0lUJHgcOKD2cL6I/aj5DkR+Mee6Cx0OZoo1TcUWLxyvP0eX2wrufAH5zxHjJWQN0UIJX9AyoiEDHYwMgf5IQciBSypxpF7zIv5PPdTyHkMcKHoVE7YJXYiV46Y+nyHXU3wFVWmWKxaA4d1iCe4KaGnZthy02GcYu9M8+ZQJmTarDzIm1Ua/zvlNFEIUkNsgwG46cXI9t+7tx8qzh/b7GbpI87uzFUuzdYiAyr4XCIkRRgsFQnPbZRGbw0B4eiIjCfJZ0FC9ThKGHErxer7xZVm43F+Xn8+pe5UHAZPBeghcMy6JPsYQ6tu5m4cvmImd2xcIcUAkzoFjjozSPO7bkLt7mnBZ9lOAVMYSc0+srXQYq+UxE3Awo5e9BGVDZQwIUEZdEXTzY4iN2EVLhsOCIxvp+n8OrnbwYuL1BBENivzJFYvDgC8o3q1ws4uur7LjihzPifk21luvA0RMscl4GEL3IC4TCA4aXEnzBy8Mxu1+GRfnBr9hOES2Rc1T864zn9QArwSu3Fz6AHIiU3PA2dxezLXws3Dug1A3c4mxkaOdBXyDMnQDFBIFE8zUbY+kKBrEldwM6oPSwYVCEdVGplZdlKuZphW5/zN+j1M5RMSj+nYTgkkSWxRNmDMeEEU5MHVOd0udYOd3NyyfPvLkVK17d1M/6fPezn+OGx9dSR8BBDNv5z0UJXjL0lGnEgwNKO8/xaMfPlHc/O4D3Nx5M+p4DbW7sPNhToCPKD7wIUNqHBd4eapgbsqgOKB0IULyU4PF2jni5xgD+BSh1A7dI9zSDIdKxmrdxJCriPJCKAyq7DChbig4oHp3ixZyvS60Lni/Ddbc2Sy3278EEqD4SoDKGtnmJuCR6KDx+xjAcP2NYyp/DLlYfZzfBfOEPhPHOZ00AgIUnjUeNU87GCobC2N/qBgCs29yCM44eXbRjJIqHGkKedwGK/wc9Bg8ZUAZBXrAHQ6IuRLtU6Hb78ec3twEApoyuwpBqR7/3+ANh3PHMZwiERNx92bGoLELb+VzgL2K5gpZYIdPOidlVlCR1R72oGVA6KMFjDqiyIpXg8bppx4OAyeC5BE+SpIgDqoj3NKvZiGBI5O5ai+pIlsCZ5VC6TzoGEJBi6SdApZgBFeTMbQgUt2S61ErwfGr2ambjSS7Bi75/Ugle9pADiohLUFlsZPtQqIfMh1zCFq8A0OWOOJ263ZEQ9rWbWwt6TAQ/MCHWludFhZXjcM1YEpX7FppIgDT/5ywVDrV71P/++OuWuO/ZuLMdff4QQmER+1t7C3VoOadQwu5ACIIQyRXhSEDQPvQVU4Di1d2jJVKCV9wMKD9nczcPAiaDZwdUWJTAvO/FvKep54iza03rNjInKOf87nHj8O25ozFzYl1anx2b+TRwFzx+10mRLnhFKMGzlZa4kqkDir2/ty/y/BbbBc8XCEMU+Qv61wMkQBFxydVDoVVHpUC5QCtAdfdGJq1ujRi1+5ALrd3egh4XwQcFc0BZ+NxFjwcPDihAE/7LoR0/Ew519qn/vebr5rjdkNZpxPCD7X39vq4XApx0wQMi45gnAUEr+CR66CsEkRI8fs5NLEUXoDjtpBjJUSn+NcazAMXKy4DihZAD/G7+srnaZDTAIMTPyBoztAJnnzJxwBDxWLTrKqOmDDERLBsryNk9X5SkSHB2ER1QvsEuQCnn3qXp4s5ce9qxyaMTUw8U/05CcEmuHgr1sODMJayDDhAtOsXmPq3bHN+RQJQ2vgLlaESCbPlaWMWDOwGqROaqQx0RQamly4vdh6IdTl5/CF/s6lD/fVDjmNIbPOXTRDrh8XPtqeKBKfFDXyGwcVpepqXYApSV080DtcyVg0BrnkvwQuGI0F/MXEN2rXEnQIXy1wzBIAjqPSAV8crMqQMqqkyxCIKvvcQyoJiTa6BMsFjY+3uVe4LJaFA7JJtNBrXJAOVAZUZeR/bu3bsxe/ZsvPTSS+prmzdvxqJFizBr1iycfPLJWLlyZdT3iKKI5cuX44QTTsDMmTNx4YUXYu/evfk8TCIOuQoG1kPoaC6JckDFKcFjN7y1m6gMbzBSuAwo/lwYieAhhBzgO5A0E5o7ZEGJjbU1XzVHfX3DjvaohS4JULmBx1JOfxHzRLRYOHauMDxFd0DxuWlHXfBSg82pBkFQH1aLgZXTErx8bzixAO1U3C5quTRn6ySt+FwMwVft8BYIxXVO642MQ8iV+yU7BbGiaaQTHl/XmF7I250kGAzi6quvRl9fZBe2q6sLixcvxtixY7F69WosWbIE999/P1avXq2+5+GHH8Zzzz2H2267DatWrYIgCLj44osRCATi/RgiT+TMAWUZZAJUn7YETytAyf999JQhMBoEHGhzo0nHD3xEZqhd8PL8IKi6eQJh7hcQ3GRAmfkTDrKBleCdcdQoAMDazS1R5SGs/G72JDln42C7h/uxkgheQsiBSFkHT0KmmidSZPFADxtSxXZAqfMQR+MH4CyE3MqxAMXJ/czKqwNKbWefn3HE3HGpBE6bOY0IiSpTLIKIyUrwJInvuTpVsg0hZ8TOfXYKIs+KvM2QDzzwAMrKyqJee/7552GxWHDzzTdjwoQJWLhwIS644AKsWLECABAIBPDEE09gyZIlOOmkkzBlyhQsW7YMLS0teOutt/J1qEQccpcBxf+CM5ckDiGX/3tEfTkOG1cDgMrwBiNqCV6eHVDqzg2iMyl4JKSK3UV2Z+iobHEgfIEQOl3ynHPaUSPhdJjh9gbx9e5OAECfL4gvlfK77x43DoIg28i1zRL0BE8OKCby8NRZKcCJQMdrhzeGJEkcCFB8niPmyLJSCV5S1A54xuK5nwB+N38jQmZ+Hj/tyu/NRMpkWNQMKH7maiC/ZYqpYDEbwCq1S8Hdw4Rqe9oh5NGCVSIBikrwMiMvo3vdunVYtWoV7rzzzqjX169fjzlz5sBkivxRjznmGOzevRsdHR3YsmULPB4PjjnmGPXrTqcT06ZNw7p16/JxqEQCcp0BxdtiKl9El+Bp8qAUN1RVuQVHT2sAIHfD06vjgMgMtQTPnN5OTLpor1veSjm0iKKEsNJBhJcdY97yIDKhpVNucuB0mOF0ROacj748BFGS8Nm2doRFCSPqyjBmaAWGVNkBAAc79OnKDHDSBQ/QhpDzc8/jpQRPzTcKiVx2DvIFwup8VFasDChOczN5DSHnbQ3FNnxMRb6f8ZsBld8NJzY2BuqAB/DbBS9Q5PlaEIRIEDmHIm+6ZFyCZ4m+hmM7EjrIAZUVOX8KcrlcuPbaa3HDDTdg2LBhUV9rbm5GY2Nj1GtDhgwBABw8eBDNzXJGRez3DRkyBIcOHcrquIp9M8gGo5KNYixgRgpbHFrMxqzOnUNZxPkCYRiNAoQiBqAWAo8vMhF1u/3quetRuijUVtowdpgTT72+BS2dfWjp9mJkfXlBjq0Y44iIhu1GltlNeZ2TTCYDjAYBYVGCKEk5+1m5HkPa3VmbNbu5JlvYw3EoLOr6fgEALUqXzWF1ZTCZDDh+xnD8e/0BrN/ahisf+BBGxdY/d1oDTCYDRg4pR0uXFy2dfWm3vs6EXI8j9gDhsOX3ukoFNo7CYu6uu2wJifL5sWV5P88WragTlqSsynDycT/z9UbC2oslQDmUFuiBYJib8QNEhBWbtfjXWLlD/ttIEiAiu1b1uR5HTFc1Gw1FPU92No44u58xgddqzs/5Yb+3PYV7AQuZDoayO0e5HkOhHD1/ZYPDZkKfP4RAlueGB5gAVWY3p/W7mGCAxWRQ1xdWS/Tfg83V/hzN1YPtGS3nAtTNN9+MWbNm4Tvf+U6/r/l8PlgslqjXrFYrAMDv98PrlRfN8d7T09OT8TEZDAKqq8sGfiPnOJ32gv0so+LQqCizZnXuLDb5bylJQHmFveg7sPlGu2vZ5wvBXmaFzWJS3VBjRlZjeH05po2rwcbt7TjQ3ofDGxsKeoyFHEdENKy0tb62PO9zks1ihMcXgtVuyfnPytUY6u2LuASH1FUU9cZbXibPVUazSff3iy5F8B47vBLV1WU4osqBM+aOwXufH0CvJqdu3jfGorq6DONHVuHTrW1oc/kL+rvnahwFlc5TtdVlRf/blTvkNY2Zo3FkVnazy8pyPxekgyRJEAR5PWB3WFHttGX9mbm8n7Ur92lnEc+TaIi4MqqqHPxs2inHVeW0FX1ca8eR1W5BdQU/48imuE9t1uJe/1XK7yMJfD3/qHORIz/XWKUyFqoqBh6ntb3y9R4SpZwcS67GkKVVdiI7bMUbQ+UOC9p7fCWxHmIbMHU16a8P7DYTAsp9IXbMVrH7l8GQ03M0WJ7RcipAvfzyy1i/fj1effXVuF+32Wz9wsT9frk0yeFwwGaT/5iBQED9b/Yeuz3zP4goSnC5+gZ+I6cYjQY4nXa4XF6EC5Tn0tvrAwCI4TC6ujIvywiLkeNtbnWhwmFJ8m790+nyRv17z/4uOMssqkVTUM7nuKEV2Li9HRu2tuKYqUMKcmzFGEdENH2KQy7gD2Z1XaUCKwVq63CjLEdlE7keQ11KaapBEOCKuXYKjrLr2OPy5v1vk292H+gGANRWWNTfZdG8STj31AnYfdCFLfu6UFtpR5nZgK4uD2orZNFkd1NPQX73XI8jr18W1QL+QPH/dpL8+3RxNI46FUecAVLRj8liMsIfDKOlrRcIZ14elI/72cGWXgDyg1+xzpPXJ49lUZTQ3uGGiZPd8F6PPFeHQ9mtCXOF1WyELxBGS2svkEW5a87vaV3ys4ZBQFHPk6T8Lq5eHxd/L0Z3jzwXCXmai9jVksrn+73y86g/EMrqWHI9hjqVYzEahKL97cxKhllbhxtdXfoWoFhzqFAw/b+zNvPOgOhrmsW8dXT35eTvVArPaE6nPeWN5JwKUKtXr0ZHRwdOPvnkqNdvuukmrFy5EsOHD0dra3T7efbvhoYGhEIh9bXRo0dHvWfKlClZHVuIsxrfTAiHxYL9Hqw0xmgwZP0zTUYBobCEPm8opbpsPaN1FwBAe7dXzdOyWYwwG+XzOWFEJQBg677ugo/NQo4jIhpWT28yCHn/GzC3odcXyvnPytUYYsKs2ZT9PJMtZuWm6fOHi34s2XJQ6bA5pMrR73cZN8yJccOcACL3xaHV8gZPU5sbwWC4YK6LXI0jlnOSi/tVtjDBwM/ROPIqwrfZaCz6MVktsgDVl6N5KZf3sx6lWUiZzVy082TUXHsebxBltuKUAsYSucbyf+9KBZtFFqDcfUHUOvkZR7zMRUxA8HI0DwGRe77JmJ/zc9jYGqzb3IJpY6oH/HzWYC4QzM3fPmfrInW+Lt4YYgHb7r4gV+MnE9R1ZgbnU5srGbtOZTlrHm9u19iD5Rktp2rAPffcA5/PF/XaGWecgSuuuALz58/HP/7xDzz33HMIh8MwGuU/3Jo1azBu3DjU1taioqIC5eXlWLt2rSpAuVwubNq0CYsWLcrloRIDkKsQckDeqQqFQ9x148gHHiWEvNZpRYfLjy63Hywjs6rcqr5vwnAnDIKADpcPnS4fanJQikDwjShJarhkIcKSI13d+L2R5XKeyRYWrstTeHQmiKKEZqUMZFitI6XvGVrjgCDIGXYuTwCVmrlKD6gdujgISFavO44WkIFgcbsqaWHHwFs4MhBpIlKs/CdAfjBn+X2BoIgyTpYGAY46TQKA1WICEOAuJFntIM1LFzzOzg+bF7PJf0vGrEl1uG/i8SltopjVuTqslHXyUe6qZg4V8Vpjgd1eDufpdMk0hByIXqtbYtapTKTzUQh5RuR0NdLQ0IAxY8ZE/Q8AamtrMWLECCxcuBButxvXX389duzYgZdeeglPP/00Lr30UgBy9tOiRYtwzz334O2338aWLVtw5ZVXYujQoZg3b14uD5UYgJwKUJy2g801/mBYvXGwYPHu3gC63ZEOeAybxYTRDfJ7tinlMkRpo+0EaSvAwoI96PHcgTLElQBVGh0723u8CIVFmE0G1KYobFvMRtSzTnjt/JRrpIIoSmpAMg8PxxYOrzu/2vq8+Ocn0uWNn/PDYBtIFUUUoABOx1Awv8JBumg74fEEu6cVO7iZddrlrZtiMBQJ+s8XqQpJ7DqTpEg4Og/w0HGyVMQVSZJUkZr9TumgFa1i1xfs8/p0fo6KRUFHd21tLR5//HHs3r0bCxYswIMPPohrr70WCxYsUN9zxRVX4Ic//CFuuOEGnHfeeTAajVi5cmW/YHIiv0R2cXLjgAL4WkzlA7Z4NRoEDKuVa6a73X41gLyqItpVMGlkFQBg+4HMA/YJ/cB2/AWhMIKLheMHPYYqdHOQc8L+JkGOnCuZcKhDziBpqHbAYEh9R3e4Mmc16UyA0o5vHgQoNo64ckAFitvWWwvPG1I8OKCAiMjD0zkKhIr/UKzFzqkAlcu1czbwKtAxR7aZg3GkFcF4uu/n2yWWCqUirgSColqFkokDSrtZHHv/dCjnyKvzc1Qs8h7Is3Xr1qh/z5gxA6tWrUr4fqPRiGuuuQbXXHNNvg+NSEIuHVB6eBDOBSz/qdxhVsUm5n4CokvwAGDSyEq8tX4/tu8nAWow4AtGbMCFsHqrwi9HC6tY2G4oDw6oiFDO7/lKBSZApVp+xxhRX4YNO9pxsENfDTvYfUUAH+OIPTQEOSrlZA4oPkrwWGkQP+eHwQSo8mILUKoDip+5KOLKKL6ICcgucgDcleAxN2bRHVCq0MvX+VHLyzhw0pmMBggAJMjHZeek8pwLB5QqYPI1ftKFHb+AzDaobJrc4ti/h50EqKwo/mqE4IY+XwgH2twAcp8BBfC3E5NrtItXVm7X1evXlODFCFCjqgDIwb99vujwcqL0YA9chXJpqJlGHAu/QU4W60BkN5Tn85UKzZ2ygyldAYo5oPRWgsf+XpYCCbsDQeJBcnguwYvcw4vbLEU9RxyJmAG1BK/4czXAr8OHF1evjVOhN6hc9zw4oARBiDifOZqP1GutmBlQqrjCz3nJBDY/WDNcH9iiMqDil+CRAJUZpd2SjEiLB1/6Alv2dWPWxDp09sph8rkUoHhccOYStyY/olrjgGJTnjYDCgAqyyxoqLajpcuLHU0uzJhQW8jDJQqMr9AClBpCzu91FwzJ3mgunCuqY4zf85UKzAE1NF0Bqi4iQPEUyDoQhRZ2B4LLErwgPxlZPK8H+HFA8Td3B0J8XWe8ClCqA6rIApSFnR+OxhAA+DkoL9NiNhkQCIlczdf+AuRkDYRaXqZzBxQ7/kzK74DoEPLY5kF2q/zvPp2LdMWi+Kt+ghv2t8rupw072tHUJu+C5yYDir8d4XwQ7YBiAlQAXQkcUIA2B6q7IMdIFA/2wFWIDngAn06MWIJhZTeUgwwoPZyvVFBL8GrK0vq+obUOCJDnMVZOrAcCHHXAAyIP6FyV4HFQ0sHgOQPKo97Di5s5yh48eZqLeHBlaOG1BI+Xzq42TUm5yFHANnMa8eKk4zH7kQfHKru+9O7u8SniUCYB5ECsAyp6zDo0Qe2ixM81phf4mAGIouMPhOHxyRPN1DHV6usOW/YmOZ53PLMhGAqru10A0Nsnh41rS/CCIRHtPbKbLDaEHJBzoABg+/7uPB8tUWyYU6MQHfAAfWSv8bJYB/ThGBuIHk9AFcKH1qTngLKajXBqSof1girscvJgbFZLOfl5oFHbUJuLb3rnOwNKXgMVuwSPt7k7FBbVLmE8iJhA5MGQt3EUCsvnqdgOKO1GFy/jCIg4Q3kowQM0932ONgx4KHdl7h6fzt096r0vw41fbQZUoi54Evibh/RA8VcjBBcwl47NYsTV587Cl7s60dzZh4mKQJINFk4XCtkQDIXxu8c/gcVswM0XHg2DIMDDFq8OM8wmI8rtZri9QbUDQ1VZ/11VlgO161AvgiGRiwdxIj9EatELM+3qIYQ8xEleBqBxQHF8vgZi055OAMCoIeUZOe0q7Gb0uCMilh7gTYDiMYTcl2UZQi7hTVxhBENh9ZiKXYLHW+dgrROLl9Ip7kvwTMUtYbaYNAHbwXDGDpBco3ZT5GQcmTm87/PggLKXSAle5N6XAwdUjGhqNhlgNAgIixK8/hA315heKP6qn+CCTpfs0qmusEIQBMyYUIsz5oyC0ZD9ELFxuuDMhj3NvWjt9uJAmwedisOp16s4oGzy4lWb+VRmM8W9mTRU21FuNyMUFnUX/kukR/FK8Pi97sgBlVu+2iULUIeNr8no+9mDN3Nz6gE/B4t1LTwKmeousLX458jGaQkecz8ZBKHoDxK8jSG106QAmIx8ZMOxkGTeBCheQsgFQVDXGjzlQEVKOYt/zwciLqMgR45Vdt0XtQteiQRsZ+uA0m5sxW5yCZp7RZ/Oz1Mx4GMGIIoOK7moiVMmli287eblgp1NLvW/D3bIwpGaH+FQBCjNuYxXfgfIE1it0wYAarc8ojRRd2IohFyFqy54nD30pYsoSfh6dwcA4PBxmTU0qHDIonkvOaAyhsfrLrIIL/4ObaQkn6/rjLn+yuymogfw8xZCrrpWzHx0mgS0Dii+HvzYPY2HTRUrh9UH2TpSco2ZyxI85Z5WRJeYnV1f/rCu842yDSHXbtrE2+RipYp6F+qKQfFnSIILOhUBqrrClvPPZhctT7sw2bLrkEaAapdDf3tjAky1oePxAsgZTqU0z+XRj+uASJ9iOaB4e9DTwpUDSg2PFnW54Nrf4oarLwirxZhx6TQTz3UVQh4o7HU1ELyF2kqSxFWnQHVe4uihGOCnAx4QefDkxSXGUxdFBnug9HI2jnjpggdENrt4coll60jJNRbO5msgsmYragh5ieQbsQwrW8Yh5JHvi5fJVSpOsWJQ/BmS4ALVAeXMgwOKw12YbNl9sEf970OKAyp2ARstQCXuquMsk9/v0lHZC5E+hV546cF5yEu5AhC9uODJjp8qX+6S3U/TxlRn/PBTocxd+syAKv4YAvgTfrWCKg8Pfbw2JfFwJEDx1pFTzaThYKOAEemCx9c4YrmGPAhQPF5rvAlQbMOAJ+dzxHFYvDFkUfKNAH2LK1mHkJuTO6AcVIKXMcWfIQku0GZA5RqrDrJo0qHH7UeHK1Iux9qeu2NK8LTnMpkDqrLMqnwuCVClTKFdCGoZB0fW8li4ckBp7O48nzOGKEqQNE6tr3Yr+U/jMst/AiIleG4dieE8lZcBkeMIhcWoLqnFQvuAzoNLjNcMqF6OBCjeNg8CnJW5ApFj4a4Ej6N7Gm+bv2FRVM8PL/O16nzm5FoDtIJv8a43QRC4dRmmQy5DyOPNfxEHlH7PUbEo/gxJcEFXHkvweM18yJRdB+XyO7Y7cajDg0AwrO5WxgshT6kET0cPfYnocfux7PmN+HRrW7EPhTsKXYJnNfG1ix4PnvIyDAZB3bXm+ZwB8gPFbx5dg9v/8hl8gRD6fCHsbJJdmdPHZ5b/BGhDyPXjgPJytqOuPQ4e3BlsAW61GGHgIL+HN3GFEcmAKr4ApXYK5MSV4ecgFDkWls3CwzWmJVKCx8G1xpnYq/1b8TJfc+mA4iSonYkrPh27e7IOIdd8X7x1KpXgZQ4/dxOiqOS1BI9DG3A2sPynIybVQxAAjy+kBpEbDYIaSpeqA0otwSuBDKgNO9rx5a4OvLZmT7EPhTvYLmTBQsh1cN2FONotBjRuTc4dUAc7POhw+bDjQA/++PdN2LSnE2FRQkONA0Oq7Bl/boVDfyV4TGApducyhsloUMczDwt3X4HnnYGwcJhLA3BWgmfiyzXOgyMjFuZo8Af4CkkOhuVjMXNwrnjLgGJ5PCajgYsSRUBzrfEkQIX4cByWgriSbQh5ud2M2ZPqcOTk+rifUQrnqFjwsWIjioo/GFYfOPLRBU8PD8LpwBxQjaOrsOugC63dXmzbL7sPyu1mtUtMVAZUReIMqEql7KWnBAQoJqIdaHUjGBK5ERZ4oPAh5Hw6DbQEOQpsBeRz5vGFuHdA9Wrckht2tGP7gW4AwOFZlN8BWgeUfuYiNWSUkx11QD6WYEjk4sGPt8wV3h1QFRwIUOwewcs5CnAQihyLdjz7A2FuBGhyQCXGl6UYkA+YqBrkZNMpLIoIKSJmsa83e0mU4MnHbs+wBE8QBCxZOCPh1+2UAZUxfKz6iaLSrbifrGZjXm7ivGY+ZIIoStitOKAmDK/EsFoHAGD7/m4A0bunTodFFWBqkpQ2OhWhqhQcUC6ldCcsStjf6i7y0fBF4UPIlTBkjnb2YuEpLwOIHAfvc5XLozwsK44lj09e/ByWRfmd/HlKBpQ3xJWrIBls55GXB1Agstj1cpBPw19GFp/rAa5K8NQueHzM3TyEIsdiMRnAKkp5EHoZPDXWsJn5CmrnTQwH+CvB025+FXtdZCsBd0+kC15+xpyjBMoUi0XxZ0ii6HSq+U9W1b2TS3jd8cyEQx0e+AJhWM1GjKgrw7C6MgBQHQhaAcpgEHDxWdPwk29OThruXqlkQHl8IS5Ca7NB65xgQh0h4y9wkKvWASVxKibwtFgHtLuhfF+HvV75OjtsXA0WnDAOgLxYnTy6KqvPZfOXKEm6WXTy+FDDjoWHBz/eXAdsXgqFJa7ud7FdbIuJhbNSYNUBxUFZGUMOSWYCCz9zVYgjV6/FomyocDAPAfyJ4UDkWuPlns/OkUEQit51Uo/iyvYD3VHVJNmGkA8Ei1yhEPL04WcWIIpGV6/cAS8f+U9AdOaDJEl5EbkKBSu/Gzu0AgaDoDqgmPOHdcBjHDVlyICf6bCZYDQICIsSXJ4Aapy5D4IvFFoXV6oClN7HRKqwhUXBSvCUhwVJkh/2zCb+zjFvDii9dOzsVR1QFpx17FhUlFlQU2HNWtw0mwywWYzwBcLo7QuizFb8h/GB8OZ5gZkJPO0c+ws87wyEdowGgmEuHtQB3gQovrqXRbrg8fG3YtitRnj9IS6EXgZP9zSbGn9R/HkI0IgBeXKjZALL6uLlnt+nOnqNRV8X23RWXra3uRe3P/MZpo6pxjXnzQaQ/w0qKsHLnOLPkETR6XRFHFD5gC045QdhPnYZMoUFkI8f7gQADK8ti/p6JotXgyCopTR674Sn7Z6VigD11a4OXP3wf/Hw377U/dgYCPVBsGAOqMj0zlu5C4OnLniAtvsUn+eLwZyGFQ45c+7kWSMwY0JdTj5bDSLXSSc8H5cleDw5oPhyiJmMAowG+cGKlxIzIBJCzkMJnuoa58SV4VdL8PgYQwweH/54ckBZLVSCNxA8zdUAXyXlvJ2bgdjb0gsAUfEf+XYAOzjabNIbxZ8hiaLTpZbg5cd5Y7VoH4T5WFBlCnNAMQFqWA4EKACoLJPFvx63vgUorYDW3NGXcFKWJAlvfLIPy17YiK5eP9ZvbcMf//41RJHPUrFskSRJFYEK5dQwGQ3qgx4vu3ux8LRbDGi7T/E9TzHHpdORuLlBppTb5c9kZX68w+NDjY2j0oV8lyCkiyAI3DUmEUUJfUqOGh8OKL6cmLy0hY9F7UDlK/51xmD3NBMH9zSbGmbPx/2MxxI83kRMtmZ28CBA6Uxcaev2ApDdrP5AGKFwJNA9X4Ke3s4RTxR/hiSKDhOg8lWCZzQY1I4gvFjKM8EfCONAm6ysjx9eCUAun6sqjzwEZrp4dSo5UHoOIhdFSXVN2CxGSAD2NPf2e19YFPHEPzdj1Ts7IEnArIl1MBkFrN/ahqf+tYXbvKJsCIUlhBVxrZCtdS2c7aTHwlsGlFkneXURB1TuBSjmgOrVgQMqFBbVsc3DjjGDp51jHgU6tUECB+cHkMs42V2nzFb8cWQxRYQDHu6HbD7kKQMK4NN9wB54zTx0wVPjL/g4P7zl0QGA3cbXGOLKAcXh9ZUMJkABQGevL+r+m+8SPL2cI57gY9VPFJVOl5IBlacSPCByI+RlxzMTmjv7IEnyA5q2XFHrgspcgNJ/CZ7bG4QEQAAwdUw1AGBPnDK8l97fhY++bIYgAOedPglLFh6OS787HYIAfPjFITz/7o7CHngB0I57rSMw3/C2kx5LxAHFx4LUauIrkDQRTByqKMu9W4O1oWeZODxTiAVmJth46oIX5FGA4ms9wNxPFrOBj9IpZd4WJUkVNIoJE3l5K8HjU4Di555m5azjJI9iOG9jqI8jAYr9nbycbBQMhFaA6ujxqQ5ks8kAoyE/83pEgOK32Q+vFP9OSxSdzjyX4AHgznKfCa3K5NZQ7Yh6XZsDVeHIzgGl5xI8Jp6V2c2YOEJ2iMXmQG3Y0Y7XP94HALj0u9Mx76hREAQBR04egsXfngoAeOOT/Xhr/f4CHnn+YTt/+bwRxsNq4suCHwt3GVA6WXDl0wFVrjqg+J+L2HVlMvIhHDBYyC4XDig/f2UvvD0YMwGKh7IXIFro4aETnuqA4rQEj5fyKVGKOJ1NXDmgij+GAO1cxI8ApY4hTso4eXRA8VBKngpt3T71v9tdvoIInuyeIWpiNojU4OtuQhScYCis7nTnK4Qc0Nai6/cCbensAwAMqbZHvT6sLiJIZRpgyjKg9OyA6lXKB51lFowdJmdkaQWojh4fVr62CQBw2pEjcfTUhqjvP37GMPzw5AkAgOf+vR2fbWsrxGEXhEIHkDPYAwOvN0beMqAcHGaKxOIPhFVHgjNDwTsZTNTSQwg5e6Cxc9RVCdA4oDhYuPNY9mLlrMsbEzAcnHR9jM7vK/7mgdoFjwNXjxbeBKiQxjnLgyBu40zo5S2PDtCILIEwFxmkPGZA8XJ9JaPPF4pybXe6fJoOufmbtyxmAwxKt0Kvn4/rTC8Uf4YkigrLf7KYDXnNPigJB1SX7IDqJ0BpHVDZluDpOAOqRxHPnA4zxg6tgACgw+WHyxNAIBjGo698BY8vhHHDKnDOKRPjfsa3547GybNHQALw2N+/xs6mnsL9AnmkWGUwVo4zjSRJ0mSL8HErKlMeQD1+fsUXJlKbTYa8CJqsjLhXByV4bIFp5+iBBqAMqIHgtQSPh4c+Bk/l0/4QnyHkDs7ye4KaTr48bKqoJVScPBjzOBc5NJsXPGRleX3Kpoqt+OfIzpGTdyDae7xR/+7oiTig8rk+EARBPU96EOp4ovgzJFFUOl2R8jtByJ9lmDcrcCa0dMkOqH4leHXaDKjMSmIqFddBj44FqF6PkkvjsMBuNWForXye/vtVM27703rsPOiCw2rCz793WMLFmSAI+J95kzBjQi2CIRGPvvKVmqmgZ1QHVIEXXqrwy0EZRyy+QFgtV+Ch8xQQeaDhxY4fDzX/yWHOy5zNRHQ9hJDz+EAD8NUFj4k8hZ57ksFdCZ4iODs4CCBnsMBvHs5RpASPnzEEROev8IDWAcUcbMWEbah4/SEu3D08ujHNJqPqVuNBQOApA8rOkZN3ILT5T4C8+V2o9QEFkWcGCVCDHLUDXh7L7wD+djwzIZEDqrLMgu8fPw7fPW5sxgvYUuiC51IdUPLvMk4pw3v+3R040OaB02HGkoWHo77KnvAzALlr4s+/Nx1OhxkdLj8+3ar/UjwmQNkKXYJnYrvo/Il4zC5tNhm4ebBhLlCPj1/xxZXH/Cft57q9/M9FbMFn42CxrsXOUZYYj63PeVsPeLl2QBV/7vYrx8CLU5WhOg84ma+1mYb53NBNFe16lAdxhce5CIi4oHgQMrnMgOKkPDEZLKO3rlLOMtaGkOd7fUACVGbwdTchCsKqd7bj1qfXo63bi87e/HfAAyJdXXhYTGWC1x9S3UkN1f0FlO8ePw7fP2F8xp9fWS6ff48vpFvHDwstZuWETIACgCmjq3DzhUdj8ujqlD7LZjHh1CNGAgDeXLdP990lfEVyIVg4LsFjIg8v7icgkgHDtwOKCVD5OW8shFxPXfDsHO2oA5EHLB5KOnh0HfCaAWXnyAFl5ci9yqsDysGbAyrMAsj5eLQyGSNl2jxsqvDqWOVJQOArA0pbnsjHNZYIFkA+eXQVANlc4fEV5t7H0/jREzmfJbu7u3HjjTfixBNPxBFHHIHzzjsP69evV7++efNmLFq0CLNmzcLJJ5+MlStXRn2/KIpYvnw5TjjhBMycORMXXngh9u7dm+vDHNS8v/EQdh9y4a6/fo6dTXJIdLWTHFDJYPbOcrs5L0GlDptJtWzr1QXlYiV4iptrztQhmDa2Gj84cTyuPnc2qsrTG2Mnzx4Bk9GA3Yd6sUPnWVDFCiHn+bpjAkc+s+fSJeKA4nchwUrjnHlzQLGyjbAaEs8rhdrhTBcbRzvqPHae4m1e4jMDip/NA34FqEiJGQ+oTTU46IDHKLPzU1bOYwg5wFfYNk8OKG0zBB42U5LBntEmjayC0SBAlCQ1NiXf9z4HR+NHT+RcgLrqqquwceNG3HvvvXjxxRcxffp0XHTRRdi5cye6urqwePFijB07FqtXr8aSJUtw//33Y/Xq1er3P/zww3juuedw2223YdWqVRAEARdffDECAX0+lPNGKCyqE1yHy/f/2Tvv8Diq823fs31Xvcu9V3DB2GDTMb13AgmQQEIgBdIooYQaShISSCO/hBL4QhJ6aKaaXozBNjbuXbJlW72sdrV1Zr4/Zme0siWr7e6MpHNfFxfW7uzs0ejMmXPe87zPy8ot9YDmAZVO9PLmVtnx7C01ifS7ssL9p4/1FZskGQu/gVoJr3WvFLxcn4vrLjqI0w8bi60Pfgi5WS4WHKBVynv7y52pa6gJREwyIbdSGsfeBEPaOGQtBZQ+WY9ZVnWXbgWU1+0wqrpYXQUVsqgCyutqT10wEzWpNLSVFn3tHlDWGJfaq+BZ5xrp6W5WCNLpVTfdVk3Bs8jCT1evOyx0nfQgXdACY7lQQHWPlTygNINt61yb/aEHoErzvUZF9111QSD9zz6vseFk7WtkNVI6SlZWVvLpp59y++23M3fuXMaPH88tt9xCWVkZr732Gs8++ywul4s77riDCRMmcN555/Gd73yHRx55BIBoNMrjjz/ONddcw9FHH83UqVN58MEHqamp4Z133kllU4cs+kNIkrQbVadAeEDtl9pEJL0039fNkX1H94FqCQzMANTeHlCp4IR5owBYsaluH5PBgYRZCihjF90CaRx7066Ask4ASm9LXFaNRZfVSLcCyiZJZCd2zfVgVzQmW2IHfW+MHXULTNaT0RVQcVkxNaU6LiuG0b+VFn2WS8GztALK3HFIUVVD2WM1BVTy4tgKGwbtCijrBKCsoupVVdWyAShDwWKBZ5yVFFCQHFyxxljdGYqi0tCipeCV5HsNH6hd9XoASqTgWZGUjpIFBQX84x//4MADDzRekyQJVVVpaWlh2bJlzJs3D4ej/caaP38+27dvp6GhgQ0bNhAMBpk/f77xfm5uLtOnT+fLL79MZVOHLPriJdvr5PqLD6I4z4PdJjG6NDut3+uxkJy8L9Q0plcBBZCXpQUBB2wKnl6dKyt1AYWRJdkcMK4QVYXFy6pSdt5MY5oHlIVNyHVPiiwLKaA8Lruh/rHCZLQz9EBvdpoUUJBsRK79jf78wtdc/7dPaQ5E0vadfSFkwfQy6NgeM1VQySbolqqCZygzrTEfaFdAWWcsssqmXSzp2ZHpDZTu0Bd+smKNDQMrKqD056vZHlAdg+HWCK7oWCWAoKqq8UyzSjDcqIRn4RS8Rn8YWVFx2CUKctwU5moBKKNISdoVUIlrFLbG82ygkNJRMjc3l6OPPhqXq31n9o033mDHjh0cccQRVFdXU15e3uEzpaWlAOzevZvq6moAhg0bts8xe/bsSWVThyytofYAVFGeh19/71B+c/UC44ZNFy6LTKb6iqGA6sSAPFXo5t0DMQUvEpON3exUKzNOTKigPlm92zILlt5imgeUxcqdJ2MooLzWmGiBtmHis3glPH0TIV1V8KA9LTIQitHUGmFtRROhiMyWKmt5sekKKK/FFjR2m80I/pq5qAknjTs2C1Tl0rGS5wpYUwHVng5s7jVKNkF3Oq0TWAEt0Kt3a7ODB9CugLKKCTmQ9Dwz9/okB8OttmGgXyOz+1A0pqAklHzJBuBmYpXg3P7QsyOK8rzYbBJFe61nPWm+lkYxBAsH6axIWp+2y5cv5+abb+a4445j4cKF3HfffR2CUwBut6b6iEQihEJaJ+rsmJaW/k18rbQj0VvsiYeZPQUPNX3Cl+tz4XDYcDhs+DKgQNAH+GhcGZB/i5rEADe8OCtt7c9PpEG2hmJp+Y5U9qO90ZURTruNbJ8zpSWIZ00qpjDXTaM/wprtjRwyvSxl584Uegqcz+PMaP/XJw8xOTX3XSr7kD6hyc1yWWpMyPI6CYRiRGKypdqlo6fFFeS409a+3GztGRwMx9mwo8l4vaapzVL9SA+sZnkze1/1BK/bQTQeTdm91xd0RYbHZbfU9dGrvgb68axLx1iUk2WdfpSXpd+D6ZkP9BS9/LrTYbNcCh5oi79gON7nuWUq+5GuwXIl5tZWQN+oCEfjprZJH4tcTpvhCWsVdJVYuI/P/FT1IV0gYJMksrypnUf3FX3tFolZd+3W0KqtP8oKvDgcNkr2Egpkp3l+YPSfaP/mjOlco1mRtAWgFi9ezHXXXcesWbP4wx/+AIDH49nHTDwS0TqOz+fD49GiltFo1Pi3fozX23flic0mUVCQ1efPW4Xc3P6rb2S0Aa0w35vRa1KQ8E6SVQbc3yIUiRu+TFPGFZOdJuVBeXGO9n1RJa3XKBX9aG/qWrXrk5fjprAw9emcC+eO5vn3NvPlxjpOOnx8ys+fbloThttlxdmZve/ytL+1kuL7LhV9KBLXFjalRZm9Jt2Rl+2iprEN7HZLtQs0iX4goYAaOSwvbe0rTozXcRU2VfmN1+v9UUv1o1ii7HlxYZbl/lY+r5OWYBSHy2la2/YkSlP7vOa1oTNGlGt9OBCK9btdqRiL9I25YaW5lrlOZcXaczQUS+98oDsC0fYgplWuTTJZPhfBcBy7y9Gv9qWiH7kTht9ej3Xut+ICbSyPyebOvZtD7WmuVrk2OkWJayQr/btG/e1D+r3m8zjSMo/uC3mJAlWS3Wa5v5tOa0LdN7Ish4KCLMaOyO/wfrrnByVF2rljspqS70nHGs2KpCUA9dRTT3HPPfdwwgkn8MADDxiKpvLycmprazscq/9cVlZGPB43Xhs9enSHY6ZOndrn9iiKit/f1ufPm43dbiM314vfH0Lup6FpbX0AAI/DRlNTMBXN6xHxmPa3DbZFM/q9qaCyuhXQouixSIymSHpSc1yJoHd9U1tarlEq+9HeVFVrCsVsryMtbZ8zqYjn39vMsvU17NzdbKnKaT2hYo+2iC/ISs/16QopIeduaAml5HtT2Yea/Jqq0KYqlhoT3A5td7a2PmCpdoEWDDe8TuJy2tqnlxGvaQiyYmON8XrFnhZL9aPWhF+eHItb7m+lVwyrawjQVJDeFPeuqGvQnveuDD/vu0XWlGv+YJTGxkCfdvpT1Ydkpb0ycCwSs8x1ciQuSWNzasbuvqL3IafdYn0ogSeRFlhTF6Ast/fFdFL5TGtJPNNQVctcKxvaHKDJb24/qqnT+pHbamMRaJEnoLk13Ke2paoPVddqaw2Py26Za2Q3xqH0rEtSwY7E/DrP56SpKcjeGXfxaHrnB0pcf55F+vU96VyjZYrcXG+PFVwpD0D95z//4e677+bSSy/l5ptvxmZrb8i8efN4+umnkWUZu13rIUuWLGHcuHEUFRWRk5NDdnY2S5cuNQJQfr+fdevWcckll/SrXXELGBT2F1lW+v176EqeLK8jo9fEadNGsXBUHnB/iz2JSgplBd60tj07IXVtDkTS+j2p6Ed70+zXlIw5Xlda2l5e4GNUaTY7awN8vqaaYw4akfLvSBf+YNQwli/L92W0/xckUl3qmkIp/d5U9CFdyeN1ZXYs6g7de6E1GLVUuwCaElJzl8OG3SalrX165aS12xpobYshASraWBiNySnzE+pvP9IDBy6HzXJ/K93vLRiKmda2YEJ14HbaLXV9dM8uWVHxB6P9qoTZ3z4USCpPb6V+pKe++E0eh0IJdYHTYn1IRzcYDrT17zql4pmmez2mc2zuLd5Eultrm3njELRX4Ha7rNeP9KIIbeG4qX0okEiv97qtMyfSn2MBE59j3aF79BbleojHFfL2ylJx2tM7ruublm3h1FyjdKzRrEhKEw23b9/OvffeywknnMBVV11FQ0MDdXV11NXV0draynnnnUcgEOCWW25hy5YtvPjiizz55JNcddVVgOb9dMkll/DAAw/w7rvvsmHDBn72s59RXl7OCSeckMqmDllaQ4kKSt70Gdh2xkA2Ia/JgAE5aF44MDCr4OnG6bkprIC3NwsO0AoYLFlbnbbvSAd6KdiSfE/GK1Hp5WiD4bjlTCQNE3KPdYx/AWMxbLZpa2fo/k/pNCAHyEkoDGuatB39A8YX4rBLROMKjYlyx1bAqmW9wRrmrbpJu9Wuj9NhM9qkm+qbhZ5+53LaLGUerd+DrSYXJdELf7gt6v/is8B9pqObkDstdK3azezNvc/axyJrPe/BGmM1tI9FXgsVQ9A35MIR66zdojGZ5z/YyopNdQDUJuYpJfnaGs3ltJOTVCU43Sbk+jUKWegaDQRS2svfeustYrEY77zzDu+8806H98455xzuv/9+Hn30Ue655x7OOeccSkpKuOGGGzjnnHOM46699lri8Ti33nor4XCYefPm8dhjj+1jTC7oG0YFpQynMFmlpHBf0BdhZYk88XSRm9Vu/BuXFUtNhrtD71eproCXzKHTy3ju/S1srmqhvjlEcf7AyJPelZCejyjOfE6/1+0gO2GqXd8SZlSpNXwFFFU1qjtZLZ3SKtWnOqM1qFfAS+812zvANXN8EU3+CLvqg+xuaLPMvRey4IRdR5/0hqPmPfOsHKDL8TkJR2Va26KUF6b32bo/QhasgAft92BrKIaiqqZVMYzEdPNo6/UhSA4emD+31I22rTR3s8qGipXHIqtU5dSfZ1Yai/SAoZUqvH29tYHXP68EYPbEYqNv6xuuoKmhWpNU9ukkOYCpqqolzOMHAin9q1x99dVcffXV+z1m5syZPPPMM12+b7fbuf7667n++utT2TRBAl11kO4FzN7oD53oAAxA6dH1dCugsrxO7DbJSEsozDXHN6Qv+DOgzCjIcTN1TAHrK5v4fF0Npx82Nm3flUp0BdSIEnMMHIvzPFoAqjlkmQBUWziecKZoryBiFYwJe5q83vpDphRQewcFDxhXyKadzeyqD7KnIcjMCUVp/f6eEIsryIkKXVbcVTcm7qYqoKy76MvxuahrDpuvgEooQ3z9SANMB/ocTVW19KV03/NdoVdwdTmtE1RJxmcED8wfr2Oy9RRQusI4aLoCyrpjkc8yASjtGnnTrNjpDVZSGOrUJ6mwV26pB7TxMnkjqijXQ0V1u6dWOtG/V1ZUonHFEFwI9o91RklBRtAXMNkZDkAZKXhRBVVVuznaWugpeGVp3qW1SZIx6WwKRNL6XalGNwNOZwoewPwDygD4fF1NN0dah111JgegEmqVOgulTumTYbfLbqndYrC2AspIdU27Aqr9/EW5bsoLfQxLVHrZ02ANI9LkHVkrLmp07xVzFVDWTXuxSopZmwVVB6CpaPQ2mRmk0zcNXQ7r3WMAXk8i/SVs/uamFRVQemA1GlOMFEEziFh4LPImnvmRqIyimLc+sWIKnseC6WXNifXR7InFjCnTqoePLOm4uVqUUEPZJCntAWGPy46uebJSoM7qWGeUFKQdVVXbFVAZ9oDSI8KKqhoP6YFAJCobxu3pVkABjEwoVDbtbE77d6USfwZS8AAOnlyKwy6xuz5oKIusjKqq7EpUnhxpQgoeQEniQVzfHDLl+ztDH4eyLeb/BNbZMe4MI4U6gwqoA8YVIkkSw4q1APzuBmtUlA1H2g22bTbrSd49RgDKvAmpbopsxR1ZI8XMdAWUXh7eemORHgg2M0gXNVLwrLlcsEr6FLQv0q10v/ncDmNxbKYP1EBQQIG5qWZWTCnX09fMfI7tjR6AmjqmgFu/fTA/PPtALj91aodj9AwSj8ue9pQ4SZIMUcdA9PA1C2s+UQRpIRyVictadD/TCii3q72r6Z4CA4GdCf+eHJ+zX5V6esrM8Vpqy+qtDWn/rlSSiRQ80BYJ08cWArB8Y21avysVNLVGCEVk7DaJ8iJzfE50BVS9lRRQiepcVku/g/YdYysqoIwUvDQrDV1Ou7GI0u+34boCqj5oCRWrsaCxULpCMh63PnG3gAeUBa9Re3DFGibkVlNAAeRkmR+ka0/Bs14fAmulCDX6tWdsYa7b5Ja0Y7NJRkDDTB8oKwegHHaboZIJmXiNrOgBZaUAr45eDTg/24XdZmPu1FKK8zoKBIr0AFSGnn16xenmAZa9YiYiADWEaE2oDlwOW8Z3aOw2Gw67FoWOmDgh7y1bqloAmDgiLyPfNyPhrbK5qsUSE6qeoKgqAV0BlZV+Zd3BU0oAWLGxLu3f1V90lVZZoc80Wb5uzFjXYh0FVNCogGe9AFS7Asp69197EYn032eHzyhn3LBcZiSC4uWFPiS06+I3OWgA7ZN1K6Z0QPtCy8zUhfZFn/WuUbvJtskpeIn73GtFBZQF0hT1DUO3VVPwLLRAbvRri0+r+XdaIa3cyunAYI1+ZEkFlAWr4OkBqIKcrgO944fn4nLYGDcsNyNtyk+0pbFVBKB6ighADSECbeYYkOsMxEp4m6uaAZg0Mj8j31dW4KOswIusqKyraMzId/aXtnDcMAPORN86aFIJNkliR22AWgullXWG4f9UbI7/E7QHoOqbw5ZQrgAEEqkAVquABx3LVlvleukYHlBpVkABXHLiFH717bnGZNjltFOcr/WlPRZIfw0lgiteC+6ogzVSF9oXfda7RkIB1T16kM7MgK/hAWXRFDwrKaAaEgqoIosFoHSlccAKKXgWVGNCx0pmZmHFAJSu5I3EzPXH0lFVleaELYquOuqMghw3D15zBD8468CMtEsPhjWLAFSPseYTRZAWDAPyDPs/6bgGWABKVVW27EoooEZmRgEF7Sqo1dsGRhqe3q98bkdGVD7ZXidTRucD1k/D25VI4TTLgBzaA1CRmGyoIM3GUEBZMAClq7LislbRxEpkygOqK6xkRG7l4ApYw7xVVxt7LJg+ZQV/I7C2B5QeaDbXA8raKXhWCByA9nzVvQ2LLJSCB+2qXuEB1TU+C4zXVjQh9yYp1qzgAxUMxw0f4bz9BKBAu46Z8ofUg2FNIgDVY0QAaghhGJCbrICKDpAAVE1TiNa2GA67zai0kAlmGgGoRsspMDpDN93LyUD6nc7cRBrecoun4VXV6woocwzIAZwOO/nZ2t+mwSI+ULoHVLbXOhMtHY/Lji1hWmklHyhVVZNS8MwZw3UfKCsYkYeNktXW60NgFQWUdRd9VjEht6Lvio6eamvmNYpY3IRcDxyaHYDS/Z88LrvlxiR9U8VcD6iBkoJn3r1mxbHI6bAZG8tWSHPVAzzZXmfaq9v1Bl0BNdAqmJuJdf56grSjT2IybUCu43YNLAXU5kQluvHDcjI60E0ZlY/LaaOpNUJVnflKg+7Q0wPyMtivDppcggRs2+03Jn5WQ1FUI1VppIkKKGg3Iq+zSMqikYJnQQ8oSZKMRY2VKuFpRSS0xaB5CijNSN8KCqiQxRc07VXwzPSASlwjCy1odNr9jcxNddVVIT4LjkVWUIkZJuQDwAPKzH6k+z8V5XrSXnWrtxi+hiYqoMNWT5k2lHTmjdchY1PFWtfISj5QPfF/MgORgtd7RABqCKGbfWbCwLYzdAWUmRPy3rDZSL/Lz+j3Oh12po0uAODrrfUZ/e7eEonJLPqsAoCSAu/+D04h+dluJiTSIldssqYKqq4lRDSu4HTYKMnP3LXpjBLdB8oiCqiAhVPwIDllwfwdPx3d/8nltBnB/EwzrFhPwbOOAkp4inTNQFBAxWXF1DmBpT2grFAFz+IKKP0+U1Vz55YNRgU8a/k/gTUqu1q5IAK03/9mqXxUVbWkBxQkPcsskIKnV5mzWgBKNyEXKXg9x5pPFEFaCJitgBpgHlB6BbxJGfR/0jHS8LZa1wdKVVWefHMDO2oD5PicnHPk+Ix+/9zJ1k7D0w3IhxdlZSwPvSv0ErX1FlFAWdkDCton7FZSQH2dGAvKC3ymtWF4QgHV1BoxPeVFnwx7Lbqg0RdasqISM8lLTF/0ZbrqbU9wu+y4EspiM73pjACUBT2grFAFT7dMsGIfAq2qsz3xfDVzTGo0DMittTAGyPKar+i1umef2RsG0bhiFPOxXADKZf5mio6uMNJtJayCHhALhuMDxmbGbEQAaghhtn+IO7GDpu+oWRl/W5TqRm2Xf8KIzAeg9NLnW3b5TTWO3B+Ll1Xx+doabJLED846MOM7f3MSAahNVc2WUqroWMGAXEevXlZnMQWUFVPwwHoKKEVVeXd5FQBHzx5uWjt8Hid5CVWG2SqosEXTFXSSF1pm7BzHkhY0VlUdZFsgxcwwIbfYog+SfLJCMRST0susnoInSZLpwQOwtgLKbA8oVVUtrcYE86sp6t8rSda7Rl4LGLTr6B5L+d0YkGcan9thbKgIH6ieIQJQQwirmJBbNaCSzNaE+mlEcZYppeKL870MK/KhqCrrKpoy/v3dsX2Pn2fe2wLAN46byNQxBRlvQ3G+l9J8L6oKm6uaM/793aH7d40oNj8AVWI1BVRiIpxlQRNyaFdDmOmZkczqrQ3UNoXwuh0cduAwU9sy3EjDM9cHyuqmtjabZGraebL5udUWNDpmm2zLSnv6n9eKCqjEXE1VzRuLrJ6CB8nBA/MWyIYHVJ4VA1DmbqhEYwp6/NSs9PHuMDuIaaTfuRyW8xDT10AtFgisWNUDSpIkIw1P+ED1DOs+UQQpR99lNCOgAlCeSN9464udpi9eumNzle7/lHn1k84B4woBWFvRaFobumLZxloUVWX2xGKOP3ikae2YMjofgI0Jw3grUVndCsDoDFZQ7ApdAdXgD5u2k64jK4ox2bJqCp7ZO8Z7szihfjpq1jDTJ/C6Efluk8fwkMV31CHJiNyERU0kcX1cTpvpKcBdYbbJdnLAwooKKIfdZrTLrCCdbpngsmgKHlijgpleYbbIggoos1PK9WC4hHVTOb0me0C1WdT/CaDcQtVvmy2qgAIoFD5QvUIEoIYQ7Qooc3JnT5w3igkjcmmLxPnT818b7bEim3c1AzDRhPQ7nQP1ANT2RlOru3SGHlyZObHI1N0aIwC1o9m0NnRGMByjNqE2GlNufgCqIMeNTZKIy6rpuzPJQZ0sC6oOoF0BZYUUvN31QdZub0SS4Lg55gV7dYYlJqN76s1OwbPuhF1Hrz5njgIqEaCz6IIP2gNQAZOCK/qiz+20G6XGrYbZQbpowr/MqoEDaE8RMit4oKgqja16Cp71FsZGFTyTnmeGF53Lbjl1j45lFFAWfJ7pKv7d9eYLB5otqoCCJCNyCyjFBgLWfOIKUo6sKMbDxywTcqfDzo/PnUlRrpuaphB/e2mNUVbcSkRjMhV7tADLpFH5prVjyqgC7DaJ+pawEcywAqqqGgGoceW5prZlyigt9a+yutUSBok6ev8pzfeapjhMxm6zGRNjsyvh6akkXrcDu82ajyBDAWXijrqO7v00e2IxxSZXU4R2I3KzFVBW9xSB9raZMTZZveoUJHkcmRSACun+TxYNhIP51ygaa1fSWRWvySl4rcEocVlFkqypzDCeZ6GYKZuZA2Gs9pnsc6R/r8+CnoZ6AGpXfdDUzfC4rOBPjIP5FgxAFWQLBVRvsO4TRZBSAqF2CayZxr95WS6uOW8mbqed9ZVNvPXFDtPa0hXb9/iRFZW8LJdRvt4M3C67UYFv7XbrpOHVtYQJhuM47JLpBttFeR6K8zwoqsrWXS2mtiWZ7Xv8AIwdZr76SackEbyobzE3mBlMjEXZFvV/AusooNrCMT5dsweAE+aOMrUtOsMSk9G65hCxuHmeK0YVPAvuGOt4XeZ7QFl50We2ukf3o7Ri+p2OmddIVdV2DyiLmpBD+3ht1iZUg789LciKSjr9+siKakoRIKv79UG7B5xZHrVWVkCVFfqwSRKhSJzmgHkFI1oS3223SaYV09of+SIFr1dYb6QUpIVAYvKS5XWa7gcxuiyHbx4/CdC8TaymgtL9hKaMzjddLnxAUhqeVdDVTyNKsi0x2ZqSUKltsFAaXkXiGo01WSGWTHEimFrfbK4CSk+9zbJoBTxITlkwVwG1vrKJaEyhvNBnpJuaTV6WC6/bgapCTaN5wUx9x9jKARZ9wWVGFbyBoDpIrvJmBobvilBAdYqsqIZnoHsAKKDM2jBo9FvX/wm0McCWmMua8UwbCH59ZhvZ633XimOR02GjtEDbwDQzDS+5Ap7Za7PO0BVQZttcDBSs+0QRpBR98mKFdCCABQeWk5floiUQZfnGOrOb0wHdT2iKiel3OnoAan1lk2UCdRXVmrpnnAW8jQCmjNbS8DbutE61QF0BNc5CCig9favObAVU2FpjUWfopq1mK6D0YghTxxRYZsIlSZLpaXhaWe8BsKvu1k3IzfOAclv4+ui72OYpoBIpeBZUHei0K6AyHzjQ0+/A2ibkPpP9exr81vV/Am3M1ivOmuEDNRDUmHoQMxKTkZXMz7WtrICCjml4ZmFl/ydob5fwgOoZIgA1RGg3ILfGos9ht3HMQSMAWLx8p8mtaScuK0Yq1+REYMNMRpflkO11Eo7KRlDDbHR/IyuYa0O7EXnFnlaj8pOZtAQiNLVGkCTrXCOAkkQlvOpGc82j9bHIygEos01bdfSxaJKJxRA6wzAiN6kqTnJZb68FPTN09OBY2BQFlPUXfWb7G+kKKCt7QOUmrpHfhCBdJJGuZZMk7BatpAjmG0g3WFwBBcmbKpm/1waCH11y4McMFZTed60aDB9uGJEHTGuDntpmRf8naA9AtQSiplebHghYs6cLUk6rBRd9x8wezmufVbB1l5/te/yMG2Z+utL2PX6icYUcn9PY5TcTmyQxfWwBX6yvZe32RiaNzDe1PaqqsqPGWullxXkeCnPdNPojbNndwgFjC01tz/ZE+t3woixLTbgmDNeCGNt3t9IWjpu26NIVUFZIwVOjIWLr30eu3ox7/kXY8sqAZA8ozbTVDPVRNCYbqZwTRlosAFWsjY17TFJAhSxS1ltu2o1cvQmlaRdK8x7sw6finn268b7HbaYHlDXSXtRIELl6M/E9G1Ead+KacSKOUTMBc9U9YB0FlNJaj7xnI3L1RpS2FjxHXIYtuwgw1wMqGm83IDdbgakEGohXrUGuWovk8uE+4hIkm/Z30/9+ZlXBa0x4QBWaGIBSo23I1VuQa7cg11XgGDUD14EnGO9nexzU0O4Hm0l0BajHApsFarSN2KbPiFetxjX7dBzlmh2Iw27D5bARjSuEIvGMr5WsooBS41Hk3euIV65CDflxH3EZNl+e4fdqqgIqoSwqMNnoXw0HiO/8mviOVUjeXNwLLkaSbORlu5AkLXW5NRglz4IFCayEdVZHgrSiT170HUcrkJft5pBppSxZW8PiZVVcecZ0s5tkpN9NHmW+/5POAWMLjQDU2UeON7UtVjIg15EkiSmj8lmytoaNO5pND0BV6AbkJqmfVFVFDTQgeXORHO33e0m+l/JCH9WNbayvbOTgKaWmtE+fAGeZaEKuRkNEV79NdM3bENEmVKqq4jv5p1rbEsGxuKwSjSumBDkqqlstUQyhM4YX6buh5iigjOCK25yy3qoiE13+EtGvXgPadzrlqjU4Rs/GXjgSAK/LPGVGJGau6kBVZKIrXtGukdoegAs37yHrot8g2RxGcCUSk4nG5IyneZmtgFICjYQ/eRJ5x6oOr0e+fAHvsd8HzPXJMgzIzQzy1lcS+fQp5JrNHV63l0/EOfkIIMkDaggqoFQlTvTrt4kufwnk9iClXLUGx5jZ2HJKALMVUOanSyttzUSXv0xs82cQ1wIZEX8d9gt+jSRpyUBet4NoPGrKeN1mcgBKjUeJfPkCsXXvd+hHUlY+nsMvTXrmB03blDM8oHLMWceqSpzwB48R37oU1PY0TfvwaTjHzsFus5GbsJZpCkREAKobRAreECHQZq0UPJ3jE5WdvlhfQ4sF8mYNA3IL+D/p6D5Q2/b4TTdF1oMrIy1iQK5j+EDtMN8HansiRXFshhV9qhIntuVz2v53J8H/XkfgXz8h/OFjxHevR008LA9M9KXV28wztTdMyE1SY8rVmwm+8Cuiy/8HkSBSbikgIe9YidygpQMnm7aa5QO1JZF+N3FknmWC4Tp6JbzqxjYUJfNSc32BYMaCRgk2EVr0W6JfvQqo2IdNxTnjJOzlkwGIrlxkHKurj0JmKKAiugdU5oMHSms9oVfvJ7riZVBlpLxynFOPRvLmogYaiG/5HNAWW3pqV8CEAEu7AiqzY5GqqkQ3fEjwuVu04JNkw1Y6Hue0YwCIb/kcpbUeSFJABU1QQCWCmC5H5p/1aiRI+NN/0fa/O7TgkyRhK5uIPaGei6563XiueU2ugtdokgeUXLedtv/dSfSLZ0GOIuWU4Jh0OLaiMaAqRL9+0zjWzLRys9WY8ao1tL1wG7H170M8gi1/ODg9KM27OwR/zUzlbFdAZf4ayfWVtP3vDmKr39L6UVYhjvHzAIht+Bgl3JpUCU82rRKe4QFlUmAn8vmzxLcsAVXBVjAS+7ApAMRWvWEco7etyW/+etbqCAXUEMGKKXgA44blMmF4Llt3+3n/q12mKnzissKWhOnvFAv4P+kU5noYVuRjT0MbKzbWceSs4aa1Ra+Al+ngSnfoPlDbdvsJhGKm9XNVVdtN2jN4jeTGXYTe/ANqoKH9xViI2MaPiW38GMf4Q/Ac9wMOHF/E4uVVrN3eYNouVtCksUhVFKJfvZpYFCtIOcW4552PY/whhN/7G/FtXxJduQjvcVcjSRI+j4NAKEYwHDPF9FIfiyZawP8psuxF5OrNeBZehc2XT3GuB6fDRiyuUN8SorQgs+nKYZN2i+M7vyb8/iOo4VZwevAc+R2cE+cDINdV0Pa/O4hvXYoy91xsuSVG+8z0gPJmeNEXq1hO+INHIRpKXKNv45y4AIDIyjKiXzxLdOXrOCYdhiTZyPY5aQlEaW2LZTyFKWSCAkqNhgi//w/ilV8BYCudgOfo72Iv0J7rir8Oeddaol+/gefwSw0FVCAUR1FVIzCeCfQAVKYVoHLjTkJvPIga1DZKHBMO1VKkswpQo20E/v0LlKbdyJWrcIw9yFQT8mhMNlJIizKkVFVVldjaxUSW/FdTYriz8Cy4GMekw5EkiXjVWkKv/47Yho9xzTkLmzfXUPWasYlpVgBqb6WqrXAk7sO+hX3YVKJfPEd01evaWDTmIMBcJZ3uO5XJdGBVUYh+/QbRZS+CIiN58/AcdTn20bMAaPPfgVJfSWztu7gPPpuyQi97GtrYVR8wZU7UlAh8mfHdsc2fEVvzNgCe43+Ec/w8lLZmgv+5DrlmM3L1ZuzlkyjIcVNR3SqMyHuAdSQMgrQSMFLwMrzoi4aQ6ytQ92PIdsI8TQX13opdRtqAGVTWtBKJyWR5HJZJL9M5YuYwABYvr9rvtUw3uieNWellXVGa72VkSTayovLZ6j2mtaPBH6a1LYbdJjGqNDN9SFVkwh/8w0i7c809h6xL/4T3jJtwTj0GbHbi274gumoRU0bn47DbaPBHTDOQ1gNQmfKAUuNRouveI/jcTZrqSVVwTJxP1nl34Zw4H8lmw5Xw7YlvW4rirwWSfaAyPxlVVbWDAspMlLYWol+9irx7PaE3H0SNhbHZJMoL9Up4me9HmV7QqEqcyBfPEXrjD6jhVmxFo8k69w4j+ARgLxmLfeSBCeXBGx3aZ2YVvExeo/DnTxN++88QDWErHZ+4xxYYx7imHwsuL0rzbuIVWgAmx6sbkWd+V11PR8rUok/x19L28q+14JPdgXv+N/CdeYsRfAJwzT4NgNiGj1BCfmPOpqhqxscifeMykyl48Z2raXv5HtRgI1JuGd7TbsB73A+wZWmbgpLLh+uAhQBEVr6mpU6bGIBqTKgy3C57RvqRKseJfPwEkc/+rT3Lxh9C1oX34Zx8hLGhZB8xHVvxWJCjxNa+C5j7PDMrBS+6cpGhVHVOOwbf2bfhGD4NSZJwzjgRbA7kms3Eq7X0Tl9CfWTGNcq0B5TSWk9o0W+IfvEcKDKOsXPwnX83jjGzkSQJSZJwzUqMRWsWo8Yj7UbkdZn3gVJV1VBA5WdYASXXVxL+6AkAXAedgTOhDrP58nFOOgzAeObrBum6Ybqga0QAaoig79Bke9OfO6uqKvHdGwi9/wiBf/2Ethfv0KSvXXDwlBKK8zwEQjE+NTF4sCnJ/ymTu4w94ahZw3E5beysDRg+VZlGVVVDATWmzFoBKEmSWDhHq6r43le7TKtAoVcIHFmSjdORmUl79Ou3UOorwZ2F77y7cCd2PB3DpuA56ju4D79UO+7LF7DXrDfUYmu2NeznrOlD34HNhAIqtulTgv/5BZFP/h9qS422U3zs9/EuvBrJ1a7asReP0VI7VJXoytcBTN0xrm5sIxCK4XTYTL/X4tu+QC85p9RXEnr3b6iKzLBEkYY9JpiShjKo7lHCrYRe/Y2RWuecvhDfWbdiyyvf51g9kBnb+BFKWzMeMxVQGfSAUtqaCb32W2KJlB/njJPwnXkzttyOPnOSy4tr+nEARBPBAzONyA3flQwooOK7NxD8350oTbuQfPn4zrgZ18xTkGwdp+H24dOwlYwDOUZszTs47DYjsJHpIN0X67Vg/KQMBcGj6z8g9OaDEAtjHzaVrHNuwzFiX29Q54EngN2BUrsVuXpTUuqUnPGU4GT/p3QritVwIKFs+hCQcM//Bp7jfoDN21FtLUkSrtmnAhBduxg1Fk5KwRsaCig1HiG2WlOsuA+7BM+R3+ngiWnz5eOcnAgeJMZ2b+KZP9g9oGLbviD4/K+Q92wEhxv3UZfjOeGaffqRY9zBSDklqJEAsY0fGz5QZhiRhyKyIVDIRBU8NRoitvULQu/9nbbX7gc5in3UTFwHn9PhOOeskwGIV3yF0rzHSMFrFgGobhEBqCGAqqpGCd90K6BUJU743b8Reu1+4ps/NczsoqteR1WUTj9jt9k46ZDRALz1xQ5TPEXAmv5POlkeJ4fP0FRQ7yzbaUob6ppDtEXiOOw2yynEAOYfUIbXbae2KcS6CnM8jrYb6XeZCRooLdWaqgfwzL8Imy9/n2Nc047BOeUoUFVC7/6NucO1SfLq7Zm/RrKiGLvq6TYhj656nfAHWrqUlFOM+7Bvkf3N3xs7VnvjOigRPNj0CUqwyZiwm7EbqqffjSvPMd1rLbb5MwAck48AuxN5xyoin/2b4YYCKvOT0XYT8vT2IaWtmdCr92seNE4vnuN/iOeIyzosZJKxD5uCrWwiyHFiq99u94DKsAJKUVRqGjVlWroXNHLTLtpeuhu5epOWcnfCj/EsuNioULY3zhkngt2JUrcdefd6U6u8tWWo9Hls25eEXn8AIkFsJePwnXM79tLO7Qa04IGmPIiufRc1GjKukT+DPlD+tiirtmg+VEck5h7pQpXjhD/5f0Q+fkJT9Uw6DO+p1yG5O59naMGDIwEteJDcxzMd7G1syYz/kxJopO3Ve7WggdOL9+SfagHMLoJejrFzkXLLIBIktuFDw3NxqHhAxTZ9ihoJIOWU4Jy+sNNjXDNPwfB/bNxlKKAyHYBSVbU9HTiNY5GqqkRWvk548cMQC2ErnUDW+Xfjmnp0p/1IstlxzdQCLNGv32REsZZiasYzX09p87kdaU8Jjm1dSuC/1xF+92HN8ykawlY4Eu/Cq/bdMMgfnkjhVIl+/aaRHihS8LrHkgEoRVH405/+xJFHHsmsWbO44oorqKysNLtZA5a12xtpDkRx2CVK8r1p+x5VjhNe/Ddtx9xmxzn1aLyn3wjuLNTWeuI7vurys0fMGEa210ldc5jlm+rS1sauUBSVzVXNgLX8n5I5/mCtstLKzfXUNmU+7WVbwoB8VGmW6YvizvC4HBx2oDZRfn/Frox/f1xWWLFR67vp9MhSVQU1GkIJNmmyYDmGfcQBWoCgC9yHX6LtqkeCzKp+ERsKG3c0Zzzl9bPV1URjCtleJ4U56fHLUFWVyNJniSx9FgDnzFPI+sZvcB14ApKz6+90lE/WjKQT6VY+E01b29Pv8jP+3ckozXtQ6raDZMN96IV4Fl4NSMTWvccUZROAKamc7Sbk6ZuIKoEG2l69r12xcvavcI4/ZL+fkSQJd0IFFV37Lr6Y9nfM9KL4iw011Ldoqgdd8ZgO4rvX0/byr7X037wyss65A+e4ufv9jM2bi3PqUQBEvniO3EQg2owqb4YJeRoVUNF172sLPiWOY+zB+M64yUgn6wrH2Dmawi7aRnTlovZKeBlUiS1dW4OsqIwpz2FkaXbavkdpayG06LfE1r0HSLjmnovnmCuR7Pv/m7hmnQKShLzza6TaTcacJNP+PXUtIQCK0+hfJjfvpu2Ve1Cadmtj0Vm34Ej49HSFZLNp1wiIrnqDbLsWvDSjCp5+n2UqBU/zNnoLANeME/cJGujY8ofhGDsHgOiyFw1FbaY3DGJxBTmx8Z6uDQNVUYh8+pRmWA84DzyxU5Xq3jinHIHkyUFtrWdMYDXQXgkvkzQnAjrp9H9SI0FC7/2d8Lt/MwrUOGeejPeMm/Cde2eXAXHnLE1tGNv8KSV2bZ0kUvC6x3qrSODhhx/m6aef5te//jXPPPMMkiRx5ZVXEo2a47w/kFFUlec+2ArAwjkj05b2osoxQu/8hXjFcrA78J54LZ6jLscxfBquRGUXXQ7bGW6X3Uihev3zyowPbkvWVhOKyHjdDkalcbLVH4YVZTFjfBEqmhdUJonFZV79tALQUhStyrEHaX1o5ZZ6GhI7k5li8bIqappC5Ga5mDd1/w/1vhLb8BGBJ35I4IkfEPz3z5D3bACHC89R39mv/F9yuPCe8GNwebE3VXJm3nrissKmhOovE8TiMi99sh2A0xeMwZmGykqqohD5+J9EV2lpdK5DLsQz/xtItp4FKtyHXghIxDd/xnilAoBddYGUt7M7jACUyQbksS1LALCPPFALHIw7GNfBZwNQvu0VcqQQexoyOxmNywrLEoHevKz0TEYVfy1tr96H2lKDlF2E78ybO/j07A/76FladZx4BN/KfyOhEorIGavyqiiqMVafeMjotC1oYlu/0FQ90RD2sklaWmL+vmmJneGafbrmBVW3neltXwKZV0AFwzFDmZEO1YGqqkRWvEzkkycBFefUY/Ac/6Mu1XPJSJIN16EXAJqSc6xLS5f2Z/AafZKwQ0in+klpraPtpbsS6jkv3pN+gnvOmT1KZbPlluKcejQA4Q8fI8+tKewbM1h9qiUQMTa7RqcpVVquryT08r2ogQZseeX4zroVe+HIHn3WOekwpLwy1LZmyre/BkAwlNkA3eptDVTVBZCAsoL0bIDLzbuJfPE8cvNuAOI7vkL1ayn3zilH7vezroPPBslOvGI5YyIbgcwHMddVaNWbHXYpLVVLVTlGePFfia17Fy1182I8h32zR/MiyeE2FJm+tS9RZA8SisgZD7AsWVMNpM/oX2mpIfji7ZriSZJwzTmTrAvvxTP/IhzDpuz3WjnKJ2EfcQDIcUrXP4uEagTMBF1juQBUNBrl8ccf55prruHoo49m6tSpPPjgg9TU1PDOO++Y3bwBx+drq9lZG8DrdnD6YWPT8h1yww7aXr4HecdKsDvxnvTTDrszzunHgWRD3rMRub5rJdvCg0fidNiorG5lbQbTg/Y0BHnqbW03/+RDRmGzZdb/SWmtR2mp6dGxJ8zTJh4ff70no5PR/328nT0NbeRluThtwdiMfW9vGV6cxdTR+agqfLAycyqolkCEVz7VgivnHz0hLYu+6Oq3CH/0OMQSgTXJhuTJwXP4pdhySrr9vC27CE/CD+po+1eMtDewMpFikQneW7GLptYIhblujk0Em1OJMcna8BFIEu6jLsed8MHoKfayiThnngTAPP/beKUIH3+9h+UbM6fKbAm0G8RPGJG5SopKoIHYls+JV67UVHaqSmyzFoByTkoykj7oNGzFY7DF2vhG1ueEIvGMlmV+5dPtVFa3kuVxcNzBPVuI9QaleY8WfGqtR8ot69EucTKSJOE5+rtgd2Gr2chpRRUoqsrfXlpDXO48DT2VLNtYy56GNnxuh6GaTTWxzZ8Rfu9vmnnt+EPwnnY9Nk/PF+C2rAI8C74JwLi6DyizNVPd0Jax9HtZUfj7y2sBrYBFVoo35lRVIfLZU0SXaenRrjln4j7y210qMTrDOfZgHBMOBVXhmNA72JF54/PKjCz8Kqtb2VkbwGGXOHR6WVq+Qwk20fbabxPquXLN72nM7F6dw33oN5Cyi1Bb67gg/2sA/vn6+oz4HKmqyr/e3kQwHGd0WbZRKCaVyPUVtC36LWokgK1kHN4zb8aWU9zjz0sOF96jvwdI+HZ9yQHOnTQFIhnz8GkLx3nijQ0AHDd3JGWFqa+WKtdX0PbyPURXvkbbC7cRXfUG0VWaIbRr2rH7VT0D2ItG4ZpzBgCT97xOjhQyChJlgqbWCI+/vh6AYw4akXL/WTUWIfTmQ4Y4wHP8D3Al5jg9xXngidhKJ0AsxKV5SwGVqgxuzH2xvobP1lQjSXDq/DEpP7/ctLv9mZ9Tgu/MW3DPPbfLNPLO8Bz1HXB6sDds5Wj3ekIR2RQvsYGE5QJQGzZsIBgMMn9+e3WZ3Nxcpk+fzpdffmliywYesbjM/z7aBsCp80enXP2kxqNEvniethfvRKmvAJcX78k/wzHywA7H2bILcSRk+dE1i7XPKjKKv7aDL1Suz2U8xP/84mo+WrU77TvrsbjM/728lkhMZuro/IwEV9R4lHjVGsKf/YfgszcR/O91BJ+5kbbXH0BOVOPoigPGFjKiOItIVObuJ5axdXdL2tu7paqFt5buAODbJ0/NiHl0T1AVBSXQgBrpOJlaOEdbdL23YhdL1lRnxJD8+Q+3Eo7KjBuWy2EzeqYC6CnGTvqS/wJaSln2FX8n+3uPkX3Zn7vd4UvGMXEBjvHzsKFwafYnfLKikmff25L2hXFbOM6iJVrw+awjxqXcoF2Nhgi9+aA2ybI58Bz/I1yJ3fHe4p57LlJeOY6Inx+N1iaGjy1ax54M+B5UVrdy31MrAM3IXk+9SRdKSw3hT/4fgX//nOB/fkH4vf8j9NZDhBb9jvjWpaitdeBw4xgzx/iMZHPgOfp7YLMzw7WTg13befh/qzOSFrxpZ7PRj7598tSUy/Hlxp3aRDTYhK1gOL4zb8KWXdTr89hyS3EnFCzH25YyzN3GpqoWnn1vS0rbuzeKmqR+mjcqLYHw2KZPCL//CKgqzilH4Tnu6h6pevbGMfkI7KNnYVNlvpX9KVuqmvjr/1YTiaZ/4ffc+1tZs70Rl9PGD885MKWLPlWOE37v74nqYxLuw76ljSl9+A734ZcgeXPJidZxXuE6GvwRHnx2ZdrTqHT100GTStLyvFfaWgi99hvU1jqk3FJ8p9+ILb/3ARzJ5cVz1OUATAuvZE5eAzVNIf7+8tq0BzO/3FDLik112G0SV5w6LeW2BHJdBW2v/VbzDSubiO+0G/Yxie4J9vJJxqbKN3OW4pRD/ObfK4yCMunk2fe30NQaoTTfy3lHTUj5+eXarcY1wuUDOU5k6TMoNVvA5sB54PE9Oo/roNOxFY3GKYe4KPtzKqv9/OGZ9N9niqLyyKtrCYRijC7L5oJjJqb0/GokSOj1B5B3rQWHG+/JP+82jbwzJJsN7zHfA7uTcVSxwL2ZxxatZ8329BeyaWgJ8//e1JRppy8Ym/IMDLlhJ6FX70Nta8ZWMFJTGJb1/u9gyynBPf8irZ2+ryi1tfDw/1aLVLz9IKlm1nTvhLfffptrrrmGVatW4fG0R65/8pOfEA6H+fvf/97rc8qyQmNj5k3TUoXDYaOgIIsNK9dSt23/AYpk9jQE+WBzmIBvBPd9f35KS+mq8SihN36vGSICjrEH4z7i0k5NkAHkmi20vfxrsDlwjJlNfNdaiIbAnYVjxAHYh01GDTQSra3AX1NFdcTHrngh3vIxjBre8x2f3rJ9TwvvVjiIeQq44/JD+rygkRt3oSTkv/sQj6JGgqiRAHJdBfLuDYY5OwBSYuKiakEAW+EosDtAjoPdgS1/GLaCEUguH0pjFaHq7bQ0NLArlstuuZBRkyaSn9P9zpLNBh6Pi3A4Shd+8J3y2fo6ljXlc/ABo/nu6ftWpNkfmldRI2o4oAWKFBlIDDkqSf9OHoY6eU1VUUN+lNY6FH8tir8ONVCvnU+SsJWMwzFyBrbCkSiKyvMfbqW+WVMKlRZ4mTmhCHsvdp97Qyga562v6tgSL+fmyw5h/PDUqlaiq94gsvQZAFxzz8F1UM9SFLpCDQcIPncLaqiFqngB2+OlRLOHMXXSqG4/29c+tKOmlU+2x5DzR3HXdw9J6d9CVWRtkrV7PTg9eE+8ttPKSb1Brt5M2yv3AiqV9jFsCuQQ9pYyZ1rqlVs6/rYoS9fVoCgqWT4XJ5xxImNGdq9s6wo1GkJu2IEabk26l1Tt9lIV4hXLiW9f1v6eZMNWNBqlaXeH8ckx6TC8x35/n/NHVrxMdNn/CKtO1kZHUEsh4ydPJNvX/Rja13708ZpaVrQUMPfA3o9F3aE07yH48q+1BV/RaLynXtenBZ+OqiqagXn1JqKeIr5sLmSPnM+0qWPJz05PGkFTa5gP1jWz2z6C3/zgcHye1AYPYluWEH7vH+hlzd1HXIYk9f1eVoJNBJ+7GaIhtsZLqYgVE88u48DJ3Su3+tqHmlrDvL42xC65gB+ePYO5KUyXVlWF8Dt/IV6xAmx2PMdciXPi/O4/uB9i25cTfufPqJKN1fGxVEVycBSUc8D49KR5g6Ye3hQq4PLzD2PG+N4HYPeHGm2j7ZX7UBp3ImUVagrDXqh6OiP80RPENnyA4s7li9Zy9sRzGTZqBKNKu79/+9KPVFTeW1nDmmARJx0+mbOP7NxQvq/IjVXa8yfapgWfTvkFkqvv6WtqPErbC7ehtFRTI5Wwtq2EZlseBx0wFpczPSm6gXCMt1c1si1eyvXfPDjl3qpyzRbaXn9Aq5hYNgnvKT8jtu1LbaMuFsYx+Ui8x3y35+dr2Enb/+4ARWZNfAw7Y3mQVczMKd0/8/s6Fu1uCPL+5ij1tmJuv/wQylOoEFPlGG2v3o9SuxVcPnyn/LxPgZVkol+/ReTz/xLFydLweBqVbEaPH01pQfpsS1ZtbWBprZfC8mH88ltzehXolesrkHwF2HydWxkorXW0vXinpjAsGoP3tOt6peTdG1VVtXVx1Rpq5DxWR0cStOdx4LQx3fqfZRWXMW7GTAoKsmhqChKPp18tnQ4KC7Ow9/BvZLkA1Msvv8wNN9zA+vXrsSUtUm644QZqa2t54oknen1OWVbw+0MpbGVmsdtteD12Nv/2MjxS7yPywZwxlB55Ls4xs1NSJlZVZIJv/YXY9uXg9JC18EpcE+Z1+zn/C3ci12xtf0GS9go8mIOiSoSHzaLsiHNwlI7r1WflllpCS58ntuXzXn1OyirAOXomztEzcYycjhppI7z8FaIbP0kEaaxFRHXiPfBYcuacvM9kUY1Hiaz/COeIadgL2x/W0c2fE3z/UYinMT3HZrfM9Qracyk+5FRc04/G1oVZYW+J7dpA4JX7QVXwLvgGnoNOS815K1cReOOhjF+7cM4oCg85FdfEQ5DsqVkch754gfCyl8HpIefMX+IoS81iIPT5c4RXvJqSc/UFW24JORfc1eO+JPvriFetI75rHfGarSj+2h59zjF6Fp6ZJ+AYNhnJ6UFurqbt/UeJ79HSkrNPvw7n6Jn7fE6V47S+dE/HMT0DRFUH3qmH4Zt5PI6SsSk5pxqL4H/hTpTGKuyl48k+/Xpsnv7fw3JLDa3P3Y4azaxRe8SRQ96sY3FNOxp7bt+DmMnEq7fQ+vJ9IMdwH3gc3iMvS8l8IrLxU9re7f3GYn8JuEspmXs8rimH92vRkUxo+auElz4HdifZp/wU5+gZKTlvcPHfiW76NCXn6imqCo6R03FPORzXxEP7pHLb55xynMDrfyC+cw2SN4+cc27B3kPfsP2eNxrC/+yvejzmpYoYdrzj5+CechjOsXNScj8o4QCtz9+B4q/FXj6JnNOv61fwSSdevYXWl+7J+DM/avOSPfVQ3FOPxFE+KSXnlFtqaH3hTtRwAMeIaWSf+jMj1U5prSe2YzWuyYchOXu3oRxa/grhpc+npI29IeopJGfqobinH5uS+wGg7aP/R2TNYiR3Ftln3YSjeHS/z6mqCoGX7yO+e2MKWtg7lILR+CbOxT3juB6N15ENH9P23iPYckvJ/cY9+/QFVY7R+uKvkeu2Yy8ZS/aZN6Zk3q4EGvE/fXOfnvnR0+5k6uwD8ftDyBlI108HubnegRuAeuutt7j22ms7VUBFo1H+9re/9fqcqqqm5MFgNh8++kcc9T2f7EuolCo12FTtgeMeMZlhF9+Gzd2PnRRVpX7R32hd9S6S3Un5xbfiHXNg9x8EIru30PTp87jKxuGbcBDu8nFE9mylbctXRPZsxZlfiqtsLM7CYcSaa6nevIG6ii0gp++B6SBGidw+afFNPoSSU6/GntW1+a8SixCuWENw0xe0fv0BKHFAwj1iUqdGdZLDic2bg92bgyO/FN/42ThLRnfaJ+MtdUSqt2m5x3YHajRMtH4nsfoq5HAAV8lo3GXjsGXlEq3dScXaNQTrdhuioXSQpQbIVRKpfpKN4pO+R+7B7Tnkda//H61fvYPkdFNyxo/JnnYYgXWfUvvSQ6Aq2Nw+7Fl52DzZSA496CAl/U//t5T0krTPcTZPNs6Cchz5ZTgLynDml2HPKUQONNO2bSWh7auQWzt6h8VlhbqmkGE2my4K1EY8ihbktrl9lF98G54R/ZtsxQNN7Hr0OuRgM9kzjqbkjGtSOo7FmmsI79xAU+VmqjZuRI2lTyq891jkLBzO8Mvvx97PRX7btlVU//duQKX07J+SfUDP0xF7QnjXJqLV26jfvpnq7dtQ0zgWIWlpyIV5HmINu1Da/PimHErZedcjSRKqHMf/1WIc2QX4phxi9IXI7i3Uvf5/RGu273NKe24xjpwi4z4z+o8k4cgvJ++Q03CXjd3nc6oi0/r1+6jRMLnzTuuy36nxGKHtXxOurWT72nWEm2rTPBYFyVWajZ8Lj/8O+Yee0a9zqqpK3Wt/IfD1B9iz8hnxvQdwZKdutz7e2kS4cg3huh1sX7ueaMCfsnN3RqHaiDsxFkl2J+XfvA3v6P6pxeL+enY9fiNysBnf5HmUnX9Dv5RPexOpqSBStZHmqu1Ubd6MGk9f6ouEQqlSh03V/Dns2YWMvPL32H39U66GKlaz5z93gapQfNoPyJ3ds/SfnqCqCqGtK4nW7aCuYht1O3d0sC9INU5iFCfNizxjZzDsm7f162+uqir1b/yD1q/eRnK6GX7p3biHpS4tSw4Hadu8jFjDbqq2bKa1oT69YxFBcuVm4+f8w8+n8JiL+3VOVZGpfuYeQttW4cgrZcQVv8XuS525ebS+ilDFasL1u6nYuJl4KL2B8UK1Cbeif4dE+Tduwjfx4H6dUw4F2P3kTcQaduMeNoFhl96NrZeBpq5QVZXQtpVEqrfj37OTXRWVqPH0+fhIKJSo9dgVbbyT3D5Gff8hHLn9Ux0G1n6szb+B8m/c3O9rnowSixBc9ymxxj3srqikpbYmrUICJzGK5DqkxM3sKh/PiMvv368peHjnenY/dUdibQZ5h5xO0QmXdzim/q1H8S97A5s3m5HffQBHXmo2agBiTdUEN35BtLmWHVsriLR2/8yPeQpYcNUvcXvTV6nealguAPX1119zwQUX8M477zB6dHvE9uKLL2bq1KncfvvtvT7nYFBA5eZ6+xQVVYLNhL9+i8iadyEWxj37VHyHXdTt50LLXiFW+RVZx30fe1JuvqEKkCSyTroG1/j9l1weCMTrdxBZ+TrRzZ+DqiD58sk6/iocw6ci124nVrVW86sKB1BCfuT6HSC3T5AdIw/Ee9g3cBSn3hwvlfS1H6mqQnzHasIr3yC+ax3Y7OSc8yscZeM1hc7L93Y43jlpPrEtX4Cq4Jp6JL5jv5vSxYoVUeNRopuXEF75BkrTbmx5ZeRe+Ote78AZ51NkAq/8lvju9dgKR5B73h19Plcq6ddY1OYnsu4DIqvfQg214p5xPL4jL+tzW5RgE/5nb0UNteKafixZx1ze/YcGCPHabbS+eDcoMt4jLsE1bg6Btx9GrtE8hOxlE/AuuIh41VrCy1/R0nclG/ayCThHHoBj2GTsxWOwedNTmam/9H0sUonv2Uhk9TvEtn4Jdie5F92HPa/v6UiRdR/S9sFjIElkn/lLnCOm9flcVkCV48QqVhBe+QZyzVZs+cO0HeBuytp3eb5YhNb//Rq5vhJ74Shyzr01JYqM/tKvsSgcJLblc8JfLUJprcc19UiyFl7Z57ZoY9GvUEP+xDPvewN+01P21xHdtITwilcgHsV3zHdxT++brx5AeOUbhD77LyCRdcq1uMalblHcH/ozFsn1lUQ3fERk9WKw2cm94C7sRd2nsndF25JniHy1CBwucs69LSWqFTNRFZn47g1EVr1JrHIVtpxici+6r+/zIjlOYNEDxKvWIWUVknv+Hdiy8lPb6D7Qn7FIjUWI7fia8JcvITfuxDnuYLJP+Umf2yI37sL//B0Qj+A5+Ey8h57f53NZBSXkJ1axktBn/0GNtOFdcBGeg9oLzOhhDEmSkP11tD5/B2q4FXvJOOS67SBJ2v1UpgW8o1uWEnz7rwBkn/pznGNnZ/x36oz+9COrMKAVUNFolAULFvDLX/6SCy7QTDz9fj9HHnkk9957L6ed1vsUlMHiAdWfvND4jpWE3nwIJDu+8+/CXtB1XrPSXK35MqiKVoL6rFuxZRUY+b8A7qMu77PJr1WRG3YSfvdvCS8nCVwezaeqE6TsIhyjZuAYf0i//WYyRX/7kaqqhBf/lfj2ZVqliLNupe3Ve1FbajQjbJeP2Oq32r9v8uF4jvpuryr/DHTUSJDg879CDTbinHYsniO/rb2uKFqeeQ88ZVQ5RvjDx7VysE4PWefc3ieD1nSQkrFo1zpCi34LkoTv7Nux9yGNSgm3EnrjDyh127EVjsJ39q9SkiJiJaJr3iHy2b+1NFOnJ2G06gVFgXhHtZpj/CGaB1+KUonSTSrGotDrv0PetQ77qBl4T/55rxf8qqoS3/wZ4Y+fADmGa975uA86vddtsSpqJEjw2Zu0oMi883Af1HulmBoLE3r7z8i71iJ5cvCdc1uPKm5mglSMRZo35T2Aivf0X+IYPrXX51BCfm0sqq9IjEW3IjnM3yxIFdGv3yDy+TPgziLrwvv65ItmjGWAe/7Fva7ClU5S0Y9Cb/+JeMUKza/pzJt7veGmKnGiy14iuvI1ADzH/RDnhN6bRVsVNRYh+NzNqIEGnDNPxjO/+03wfc4hxwi//wjxbV+Aw43vzJuxW2TTNyVjUWMVbS/cDqqM54RrcPYhQCvXbiO0+K+ogQbsw6fhPfX6QTX/jm74kMhH/wS7i6wL7sGWW0Js6xdEPv0XajyKLasANRbWDMWLx+I78ybCHz1BfMsSbAUj8J78U6Jr3yW29j2Qo7hmn4b7kAvM/rUMUtGPzKY3HlCW65kul4tLLrmEBx54gHfffZcNGzbws5/9jPLyck444QSzmzdgcYyejWPMQaDKRD59ar/V5SLL/2cYYquBBkKv/57o2sVG8Mk17/xBF3wCrRyr79zbcU49BlC14JPLh2PcXG0Cf+R38JzwY3wX3EPWxQ/gOfI7Ayb4lAokScJz1OVG2eO2F36F2lKD5MvHPf8iPAsuxnPM95Dc2VrwZYgFnwAkdxaeY74HQGz9+8R3rCS2dSltz91M8F8/Ibb5s/1+Xg0HtApkW5aAZMNz9HctE3xKFY4R03FMmA+qSviTJ3udSqK01tH28j0odduR3Nl4j//RoAs+ATgPOB7H2IM1z45IEFvJOLLOvYusi36Dc+pRWpqqOwvPwqvxHv/DARN8SgWSJOE5/FKwOZB3rtbM1HuBEmgg9OYfCH/wCMgx7KNn45p9avcfHEBI7iyjKk90xSu99sdRwwHaXvutVkHJ6cFz4rWWCT6lCnvZRJzTjgEg8smTqHLvUv+UlhraXv41Sn2FNhad8KNBFXyCRAn2olEQCRL5/OlefVar4PqKEXxyzjwZ54wT09FMU3Efdgk4PSg1W4it/6BXn1X8dbS9cp8RfHLNOWtQBZ8AJKcbzxGa2jm2+m3k+spefd6ocrvtC5DseI+72jLBp1RhLxxpPIMin/4LtYvN785QVZXo12/R9so9qIEGpNxSPAuvHnTzb+eUo7APmwpylPAnTxJZ+izhdx/WCq3EIygt1ahtzUi+fLwn/QTJ4cZ92DeRPDkoTbsI/vd6Yl+/CXIU+6gZuOaea/avNKSxnAIKQJZl/vCHP/Diiy8SDoeZN28et912GyNHdl8ZpfPzCQUUaAu34LM3gxzDc9wPcE44dJ9j5IadtL3wKwA8J15D5OP/hxpqMd53zjgJ9/yLBry8vDvkhp0Qj2ArGbffXOOBRKr6kVyzRavQkghSek68BufY9t2aweK51h/Cn/2H2Jq30cx3koZYl4+sC+/ttFqkXF9J6N2HUVtqwOnFe8KPcIzsmb9apkjZWNTWTPCZmyAWwn3EZbimL+zR5+SGHYTe+IM2ycguwnfqdYMuQJeMGgkS/vhJbLmluA4+q4NxuxJoQHJ6kFJkeJ9JUtWPIsv+R3TFy1ra9IX39Sg1LL5rHaG3/wSxMNgduOacjWvWyZrv3iBDVVVCi36LvHt9r5RiSqCR0OsPoDTv1gIrp/wce2lqK331l1T1oQ5Ksbnn4p5zZo8+J9duI/Tmg6jhVqScYnyn/GLQjkVy7TbaXtK89ryn3dCjjTdVVYgsfVZb8AGug8/GNecsy80NUtWPDJWXy6spxbqoCJ1MbOsXhD/6J8RC4PLiOepynOMHV/ApmdDih4lv+wJbyTh8Z/2q2wCJKsdRGioJf/z/UBoqweHGe+I1g3ZepMajBBMbu87pC42gXXefCb//D2MTxjFuLp6jr0Bypa6inpVQmqsJvnCrViU8gXPmKbimHY0SbEJta8ZeNrHDZkls61LC72r+0fbyybhmn4Z91MxBOxaZyYCugpcORACqHb10tuTLx3vqddgLOwb1Qm/9kXjlVzjGH4L3+B9qAalX74VoCMfEBXiOvXLQ+/kMVlLZj6KrXiey9FkcEw7Fe9wPUtTCwYMaj9L24h1aOqfTi2vmycQrV6DUV+IYPw/v8T8yjlXaWogue4HYho8BFSm7CO/JP9vn3rQCKe1DxoTdR9Y37u82tSO27UvCHzyqBYYLR+I95RfYslJb2lmQGVI6YX/+VlR/Lc4ZJ+FZsH8T4PiudVoquhzFVjYRz9FXYM8f3ufvHwgozXsIPv8rUOJ4TvgxznH7922U6yoIvfWQFuTNKtTmCQXWu0apHItiWz4n/N7/gd2hBQ/2o/RSVYXY6reIfPE8KLJWvvuUn/Uo4DCQCX/6L2Jr38WWV47vgl/vN2CrxqOEP3hUU6wA7gUX45phnbS7ZFI2FikKbS/fjVK3Hcekw/Ee27WnmBqLEFnyb2IbPgLAVjYR78Kr96kwPNhQ2poJPnsTREO4j/wOroT6cG/iVWuJLHsRpb7SMJKWPDlaILykd5WqM0EqxyLDogAJ3/l373ceqEZDhN7+E/Lu9WBz4F5wMc7pCy0XWEk1kRWvEF32IjhceI7+bqdiir2J7/wayeXDXjYxAy3sG0MtACUiCUMM18xTsOWVo7Y10/biHURXvWGkwMi1W4lXfgWShGvu2YCWlpZ19m14jvkenmMGv5m0oGe4Zp2K7/x78OxnkjWUkRwuvKffgOeoK8i++He4Dz4Lz1FXgGQjvu1LYhUrUEJ+Il++QPCZGxMTURXH+EPwnX2bJYNPqcY5fSG2otEQbSP65YtdHqeqCpEvXyC8+K8Qj2AfMR3fGTeJ4JMAyeHCc/glAMTWLEZpru7y2PjuDUbwyT56Fr7Tbxz0wScAW/4wXLNOASDy+TP7TTOLbV+u+fq1NWMrGKH5rFgw+JRqHBMOxT58GshxIl+80OVxSrCJ0Ou/1zyRFBnH2Dn4zvjloA8+AbjnnaelsrRUG4GTzlDamml79X4t+GSzDRlvmwABAABJREFU4znme5YNPqUSyWbT0oKB+ObPkBt2dHqcXLuNtv/dmbiGEq6DztCeZ4M8+ARg8+XjnnM2ANHlL6HG9628q7RUE3rnzyi1W0GJI7mztfvsrFstGXxKNY4R03GMmwuoRL/seixSwwHaXv+dFnxyevCe+gtcBxw36INPAK6DTsdz3A/JOu+uHgWfAByjZlo6+DQUGXyac8F+kRwuvGfcRPijx5F3rCKy9BmiaxeDHEMNtQLgmHR4h4m5LX/YoJWWC/qOvbBrI3uBNtmyTT3K+NlePAbXzJOJrnpdU/LIUUNGbCsZh3vBN3GUTzKruRlHstlxH/YtQq/eR2zDhzinH7uPr4MS8hP+4FHknV8DiRTgQy8cNGmxgv7jGDUT+6iZyDu/JrL0Gbwn7VtBKLbtC8IfPGZ4P3iP/1GHdMbBjmv2acQ2fITaWkds7WJcM0/p8L6qyERXvEJ0xcsA2jU67oeWqHaXCSRJwj3/ItpevIP41s+RZ5zYIeVQjUeIrn6b6MpFidRNF+7Dvolz6tFDYsEHILl8uOacReSzp4gufwnnxAX79A+5dhuhd/6CGmwEdxbeE6/FMWyKSS3OPPbS8TjGH0J82xdElj6L79TrjPfUaIjIsheJrVkMqEi+fDzHfn9I+YgCOA9YSHTN26iBBqJr3sE9u73wgyrHCC3+G8TC2IdNwXPUFUi5pUPmHtNxzzuPeMUK4pVfEa/e3GFeqKoq8e3LiHzxHKq/FtxZ+E75heVSpNOJJNkGnU/aUETIWYYgNl8e3pN+ivuoy8HpQQ00oIb86A9F98Fnm91EgWBQ4jr4bKTcUoi2gRzHVjIez/E/wnf2r4ZU8EnHMWyKZkiOuk9xhHjVGtqev1ULPtkdeI65Es+Ci0XwSbAP7gUXaerCyq+IV601XlejIULvP0J48cOaem7kgXhPuGZQmtbvD8npwT3vPEBLX1DCrcZ7ir+OtlfvM4JPzgOOw3vST4dM8EnHXjwGx+TDAIgs+S+qqmrpdps+JfjMTZoaIRbGVjIe33l34Jp2zJBbGDunH4OUV4Ya8hNd9brxuqqqRNe+q5kgBxuR8srJOvu2IRV80nEfcj7Y7MhVa4yxKF7xFcHnbiG25h1AxTFxAb7z7x5ywScAye40xqLoykWo4YDxXuTzZ1AaKpE8OXgWXo0tr2zI3WOgbfo7pxwJQPSL54x5UXzPRtpe/jXhxX9F9dciZRXgO+OmIRV8EgwehAJqiCJJEq6pR+MYPQulYQeSNw8pqwDJky3S7ASCNCE5XHhP+gmx9R/gGDcXe/nkITnBSsZ96IXEK1cg12wmtuFDJHcW8YrlxLd8DoCtYASe467GXjjK5JYKrIo9fzjOA44jtuYdIkv+i3TM94jvXKWpfgINWlr57NM1I/dBaDbeExyTj8C2djFKww6iX76IY8KhyDu/JrruPU3V4/TiOfIynBMXmN1U03DPPY/41i+RazYTXfYi8R2rUBKpVFJ2Ee5Dzscx4dAhO0eSbA7ch1xA+J2/EP36LRzj5qL4a4lv+Zx4xXIAHGMP1uwaBqkJcnfYcktxTl+ojUVLnya2vswwiJZySvAc+W3LmWhnGsfE+di+fgOlYSeRFa/gnLSAeOVKYmsXA+A55ntDPsXedfDZxDZ/hly9iejK15B3rdPS7QAcLlwzT8E18+Qht1EgGDwIE/IBwGAwJhOYj+hHgv6Srj5kmEruhXP6cbjnf2PIKVYGO+noR2o4QOCZGyHS8Vkv5ZRoqS5DUGG4N/Hd6wm99pt9XreXTcKz8Pv7Nd+2Gmkbi758gehXr7a/4PLimn0GrgOPF+MQicqKr9yLXLO54xuSDfehF+KccdKA2lRJRz9SQn6CT9+oVbcDkGy4Zp6sBcAd7pR8x0AnvnM1oTd+v8/rzpkn45l/kQkt6jtpG4uWPttBaYjNjnPKUbgOPmtI+M4NNQbDGq03JuRDcytQIBAIBJbBNfNk4ps/Q2mpRsorxzF6Fs7x84RppKDHSJ5s3IdcQOTjJ8DhwjHiAOxjZuOccCiS02N28yyBY/g0w6NG8uRgH3kgjjGzcYybK1JbE7hmnUpsyxLUQBPOAxbimnMmNk+O2c2yDJIk4V5wMW2v3KNVASwciX3YFJyTDhepQAls3lzcc88msuS/2ErG4TnqcuxFo81ulqWwjzzQ8O7D5cVePhnHqJk4u6iMNxRxzT6N2ObPUMOtWuDpoNOxZReZ3SyBICUIBdQAYDBERQXmI/qRoL+ksw+p0RBqtE1MsIYA6exHir8WyZcv1CpdoMpx1EB9wtx34KaSpXcsagNFQfJkp/S8gwkl2AR2x4APzqV1LAo0IPkKkGwD9z5LJ2o8ihpo1MaiAXyN0joWRYKgqmIsGgIMhjWaUEAJBAKBYEAhubzCz0DQb2y5pWY3wdJIdgdSXrnZzbA0Q9W/qDcMdY+eniA2U/aP5HAh5YuxaH9I7iyzmyAQpIWBG3IWCAQCgUAgEAgEAoFAIBAMCEQASiAQCAQCgUAgEAgEAoFAkFZEAEogEAgEAoFAIBAIBAKBQJBWRABKIBAIBAKBQCAQCAQCgUCQVkQASiAQCAQCgUAgEAgEAoFAkFZEAEogEAgEAoFAIBAIBAKBQJBWJFVVVbMbkW5UVUVRBvavabfbkGXF7GYIBjiiHwn6i+hDglQg+pGgv4g+JEgFoh8J+ovoQ4JUMND7kc0mIUlSj44dEgEogUAgEAgEAoFAIBAIBAKBeYgUPIFAIBAIBAKBQCAQCAQCQVoRASiBQCAQCAQCgUAgEAgEAkFaEQEogUAgEAgEAoFAIBAIBAJBWhEBKIFAIBAIBAKBQCAQCAQCQVoRASiBQCAQCAQCgUAgEAgEAkFaEQEogUAgEAgEAoFAIBAIBAJBWhEBKIFAIBAIBAKBQCAQCAQCQVoRASiBQCAQCAQCgUAgEAgEAkFaEQEogUAgEAgEAoFAIBAIBAJBWhEBKIFAIBAIBAKBQCAQCAQCQVoRASiBQCAQCAQCgUAgEAgEAkFaEQEogUAgEAgEAoFAIBAIBAJBWhEBKIFAIBAIBAKBQCAQCAQCQVoRASiBQCAQCAQCgUAgEAgEAkFaEQEogUAgEAgEAoFAIBAIBAJBWhEBKIFAIBAIBAKBQCAQCAQCQVoRASiBQCAQCAQCgUAgEAgEAkFacZjdgEygqiqKoprdjH5hs0kD/ncQmI/oR4L+IvqQIBWIfiToL6IPCVKB6EeC/iL6kCAVDPR+ZLNJSJLUo2OHRABKUVQaG4NmN6PPOBw2Cgqy8PvbiMcVs5sjGKCIfiToL6IPCVKB6EeC/iL6kCAViH4k6C+iDwlSwWDoR4WFWdjtPQtAiRQ8gUAgEAgEAoFAIBAIBAJBWhEBKIFAIBAIBAKBQCAQCAQCQVrpVwDq4Ycf5tJLL+3w2vr167nkkkuYPXs2xxxzDI899liH9xVF4U9/+hNHHnkks2bN4oorrqCysrJX5xAIBAKBQCAQCAQCgUAgEAwc+hyAeuKJJ/jTn/7U4bWmpiYuv/xyxo4dywsvvMA111zDH//4R1544QXjmIcffpinn36aX//61zzzzDNIksSVV15JNBrt8TkEAoFAIBAIBAKBQCAQCAQDh16bkNfU1HDLLbewfPlyxo0b1+G9Z599FpfLxR133IHD4WDChAlUVlbyyCOPcN555xGNRnn88ce5/vrrOfroowF48MEHOfLII3nnnXc47bTTuj2HQCAQCAQCgUAgEAgEAoFgYNHrANTatWvJy8vjlVde4a9//Su7du0y3lu2bBnz5s3D4Wg/7fz58/n73/9OQ0MDu3btIhgMMn/+fOP93Nxcpk+fzpdffslpp53W7TmKior6+rt2i6IoyHI8befvK4oiEQ7biUYjyPLALc842LDbHdhswkZNIBAIBAKBQCAQCASC7uh1AGrhwoUsXLiw0/eqq6uZPHlyh9dKS0sB2L17N9XV1QAMGzZsn2P27NnTo3OkIwClqip+fyOhUCDl504V9fU2FGVglmUczHi92eTmFiJJPSs7KRAIBAKBQCAQCAQCwVCk1wGo/REOh3G5XB1ec7vdAEQiEUKhEECnx7S0tPToHH3F4ehaqdLUVE8oFCQ7uwCXy225YIIkgc0moSgqqhBAWQJVVYlGIwQCzdhsEgUFxWY3qVvsdluH/wsEvUX0IUEqEP1I0F9EH7I2oUicRZ9VMLwkm8MOLDe7OV0i+pGgv4g+JEgFQ60fpTQA5fF4DDNxHT1o5PP58Hg8AESjUePf+jFer7dH5+gLWoAgq9P3ZFlmz54geXkF5OTk9en8gqGJz+fFbpcIBJrJzR2J3W43u0k9IjfXa3YTBAMc0YcEqUD0I0F/EX3IeqzZWs+DT39FbWMbLoeNExeMxemw9vxI9CNBfxF9SJAKhko/SmkAqry8nNra2g6v6T+XlZURj8eN10aPHt3hmKlTp/boHH1BUVT8/rZO34tGo8iygt3uIh63ZoqbJGkRUVlWhALKYtjtLmRZob7ev49yz2rY7TZyc734/SFk2Zp9XWBtRB8SpAKr9yNFUXnl0+1MHpXP9LGFZjcn4zT6wyxZU43H7SDH66Qg182EEXnYLKQOt3ofGoqoqsrz72/ltc8q0Keq0bjCV+uqmTQq38ymdclA6UdxWWFdRRPrKxqZNbGYqWMKzG6SIMFA6UMCazMY+lFurrfHCq6UBqDmzZvH008/jSzLhhpkyZIljBs3jqKiInJycsjOzmbp0qVGAMrv97Nu3TouueSSHp2jr3QVXNL/yFZLu0tGDzqJ4JP10PuNLCuWDWDuzUBqq8CaiD4kSAVW7UdfbarjxQ+34XU7+O0PFpDlcZrdpIwRDMe4/6kVVDd23LT71gmTOe7gkSa1qmus2oeGIis31/PqZxUAHDFzGE2tEdZub2RDZRPjhuWa27husFI/UlWVTTubqaoL0ugPU9MUYn1lI6GIDMCHK3dz/1Xz8Q2hcWkgYKU+JBi4DJV+lNJEw/POO49AIMAtt9zCli1bePHFF3nyySe56qqrAM376ZJLLuGBBx7g3XffZcOGDfzsZz+jvLycE044oUfnEAgEAoFAIEgXW3ZpnpShSJw3l+4wuTWZIy4r/O2lNVQ3tpGX7WLO5BJGlmj2BZ+t2dPh2MrqVn7336+orG41o6kCC/LG0koATpw3iitOncaB4zT14OaqFjObNeBYu72R3/znK/79zibeWLqDFZvqCEVk8rJc5GW7CIRivLak0uxmCgQCQZ9JqQKqqKiIRx99lHvuuYdzzjmHkpISbrjhBs455xzjmGuvvZZ4PM6tt95KOBxm3rx5PPbYY0b6Uk/OIeic888/g+rq9kmizWbD5/MxadIUvve9q5k166AOxy9e/BYvvfQCmzdvRFFURo0azcknn8a5516Aw7Fv1wgGA5x55kn4fFm8+OIinM7+7b6cf/4ZnHLK6Xz3uz0LLvb2+HSdQyAQCASDl6272hfM7yzbyfEHjyQv221ii9KPqqr8Z/Fm1lU04Xba+dkFsxhdlkNLMMrP//IJ2/e0UtccoiRf86d49v0trK9s4sNVu7msfIrJrReYzZaqFjZXtWC3SZx0iJbhMDmRdre5qhlFVS2Vwmll9AB4WaGPGeMLKcr1MGFEHuOH57JmWwMPPfc1i5ft5NiDRhj3o0AgEAwk+hWAuv/++/d5bebMmTzzzDNdfsZut3P99ddz/fXXd3lMd+cQdM1FF13CxRdr6YyqCn5/M3//+1/5xS+u4T//eYHSUs1H6ze/uYfFi9/kssu+yy9+8UscDgerVn3F44//g/fff4ff//4v+5i+L178NgUFhTQ2NvLhh+9x/PEnZfz3EwgEAoEgXcRlhYqEqqco10ODP8xrSyr51gmTTW5Zevnk6z188NUuJOD7Z05ndFkOAHlZLqaOLmB9ZRPLNtRyyvwx1DS1sb6yCYAmf9jEVpuHPxglEIoxvLjzAjdDDV39tODAcgpytGDtqNJsXE4bwXCcPfVBRpRkm9nEAcPuBi399ehZwzn50NEd3psxvojpYwtYV9HECx9u5eqzDjSjiQKBQNAvhkatvyGE1+ulqKiYoqJiiouLGT9+ItdffzPhcJgPP3wfgDfeeI3XX3+FP/zhL1x66XcYN248o0aN5vTTz+Lvf/8nlZWVPPzwH/c596JFr3DooQuYO3ceL730QqZ/NYFAIBAI0kpVXYBoXMHndvCdU7XiKB98tYv6lpDJLUsvn6zW1NNnHjGOgyaVdHhv3tRSAL7YoBWE+WjlbuO9xtZIhlpoLf784tfc8c8v2FUfNLspprOnIchXm+sBOCUpYOKw25gwXKsuLdLwes7uRJ/qLLgpSRIXHjsRCfhifW0HteZQobK6lYdfWsNP//wJm6uazW6OQCDoAyIANQTQzdz1lLnnnnuaBQsOZ8aMWfscW1JSyoUXXszrr79KIBAwXq+o2M66dWuYN+9Qjj32eFauXEFFxfb9fu8XX3zOFVdcwsKFh3PJJRfy2msvc8QRc9mzZ3enx69Z8zXXXns1J510NKeddhz33XcXfr+/wzENDfVcf/1PWLjwMC688CzefvuNDu8vWvQKl1/+TRYuPJzjjz+CH//4+2zcuKH7iyQQCCzP8o21PPHGBrbv8Xd/sECQQFFUvtpUR2tbtNtjt+7S+tb4EbkcMLaQaWMKkBWVVz6tSHMrzSMuK2zfo6m+Dp2+b7XhOVNKsEkSldWt7K4PGsEqgKYhGoCqqgsSl1U+X1ttdlNM542ET9pBk4oZVtQxaDJppBaA2iQCBT0iLivUJAoADC/2dXrM6LIcDp8xDICXP93/PHww0dAS5sFnV3HnE1+ybEMt/mCUdRVNZjdLIBD0ARGA6gJVVYlEZdP+U1NU8q6urpY//OG3eL0+5s8/nEgkzJYtmzoNPunMnXsI0WiUDRvWGa8tWvQKXq+X+fMP58gjj8Hlcu1XBbV580auv/4nzJ07jyee+DeXX/49/vrXfVVVOuvWreGaa65i7Nhx/N///ZO77/4N69at4ec//zGK0l4N4NVXX2LGjFk88cR/ufDCi7nnnjsMZdeHH77PAw/cx4UXfpP//Od5/vjH/yMSiXD//Xf15pIJBAKL8tz7W/lo1W7ufnIZDzz9FRt3iMmnoHtWbKrjzy+u5tn3t3R77NbdmqJAV26cvmAMAKu3NaSvgSZTWdNKXFbI9jopK9jXUybX52LamHwAHlu0nta2GFkezcEhEIoRjcmZbK7pxGWFSFT7nb9YX5Oy+dpAxB+MsmSNFoQ7Zf6Yfd6fpPtA7Rx6Sp2+UNMUQlZU3C47RbmeLo87evZwoF0tNRR48s0NrN7WgCRhpHmGInGTWyUQCPpCSk3IBwuqqnLfUysMI0AzmDgyj5u+NQepl6aN//rXP3n66acAkGWZaDTK2LHjuOuu+ygvL6e+vg5FUcjLy+vyHHl5+QA0N2uLu3g8zttvv85hhx2Jx6M9EOfPP5w331zE1Vf/2HgtmWee+Q9Tp07nhz/8CQCjR4+lqamRhx56oNPvfPrpfzNhwiR+/vMbARg3bjx33HEv3/72RSxduoQFCw4H4Igjjuayy65InHMMa9eu4emnn+Loo48lLy+PG2+8lZNPPg2A8vJhnHHG2TzwwH29uoYCgcB6yIpCfYvmNyNJsK6iiXUVTdz+nXmMKc8xuXUCK6OnSTX6u1fr6CktE0ZoZeNHlmq+NS2BKNGYjMtpT1MrzUNXfU0YntvlnGPetDLWVjQZ6sNj54zgnS+riMRkmgIRygo6V2sMRoKhmPHvuuYwFdWtjBuWa2KLzKOiuhVZURlW5GPiiH3nlROG52KTJBr8YRr9YQr3E1QRwB49/a7It9/5f16WVrjJH4yhqmqv1woDjYaWMGu3NwJw27fnsXpbAy9+tI02EYASCAYkIgDVFQN0LD/77PM4//yLAK0KXm5uHtnZ7caPOTnaJCk5vW5vWlu1CaYeiPr8809paGjguONONI457rgT+eij91m8+C1OP/2sfc6xadMG5s07tMNre1fhS2bbti3Mmze/w2sTJkwkOzuHrVs3GwGoWbNmdzhm+vQDWbLkEwBmz55DRcV2nnjiUaqqdrJjRyVbtmzqoKASCAQDk0Z/BEVVcdht/PrKQ/nLC6upqguwo6ZVBKAE+6UxYZQd6Uap4w9GqWsOIwHjh2mL6WyvE7fLTiQq0+AP75NiNBjQN9smjux6Y2rO5BL+9dZGZEVFAo6aOZxlG+qobmyjyT+0AlCBcMdF7xfra4ZsAKquWfNGKy/s/O/vcTkYXZZNRXUrm6qamTWhmHeXV5Gf7eaImcMy2dQBwf78n5LJ8WkBqLisEI7KeN2Dezn36Zo9qMDU0fmMKc8xxiyhgBIIBiaDe8TqI5IkcdO35hCNmRe4cDltfdrRyMnJZeTIUV2+73a7mTZtOl99tZyLLrqk02NWrFiGy+ViypRpACxa9CoAv/rVjfsc+/LLL3QagLLb7ShKz2Xp2g5OZ68rOBzt3dRm67j7rCgyTqf2IF68+C3uvvs2TjjhZKZNO4DTTz+Lbdu28oc//KbH7RAIBNZEX+gU53kozfcycWQeVXUB6ga5ObSg/+g+RXraVFfo6XfDirPwJVLMJEmiJM9DVV2QuubBGYDSVV+dKVh0sr1Opo0tYM22Rg4YX0hxvpeCHDfVjW00tg6tSnjJCiiALzfUcsGxE7ENchVKZ+jjckn+vqmbOpNG5lNR3cp7y3fx3PtbaWqNYLdJzD+gDIddOIEks6uHASi3y47baScSk/G3RQd1AEpRVT75WvOdO3KmlnroS/y+IgDVe+qaQ1TVBZg9sXjQK+cE1mXwjlj9RJIk3K7BJ7UHuOiiS7jzzltZvvxLDj54Xof36upqeeaZ/3DiiaeQm5tLU1MTS5Z8wqmnnsFFF32rw7HPPvtfXnvtZTZu3MCUKVM7vDdx4mTWrl3d4bW1a9d02abx4yeyatXKDq9t3ryJYDDI2LHjjdc2blzf4Zivv17J+PETAC398Iwzzua6624y3v/44w8BhoREWTD42VzVzKOvreOihZM4aHJJ9x8YROjpd/pCpyRPS+Wobx5ai19B79ErtYWj+1+sJKeiJVOc56WqLjgoK+E1+sM0tUawSRJju1HxnHPkeBRF5fyjtWduYcKHZagZkesBqFGl2dQ1h2j0R9i2y79fBdlgpWcBqDzeWbazg62FrKg0+sOUDiHlXE/Y3aAFoEZ0E4ACyPE5ibTItAZjlBWku2XmsXFHM/UtYbxuO3OmaPMePeDWFhYBqN7yyGvr2FLVwi2XHWx4HQoEmUZsPQxBjjvuRM4990JuuOGn/Otf/6SiYju7d+/ijTde4+qrr6CsrJxrr/05AG+9tQhZlvnWt77N+PETO/x32WVXYLfbeeml5/f5josvvoSNG9fzt7/9mR07Kvnoow949NH/A+g0EPSNb3yTLVs28Yc//IaKiu189dVy7rrrViZPnsLcuYcYxy1e/Bb//e9T7NhRwVNPPcFHH33At7/9XQBKS8tYvXoVGzduYNeuKp555t+8+OKzAESj3Vc/Egiszksfb6euOcyKzXVmNyXjtC90PIn/awseoYASdEdTQqET7kYBtU03IN9LCaT3tcEY7NSDAqPLsnF34281blgu1110EKPLtJTXgoSfT+MQC0AFEgGoghw3B00qBrQ0vKFIXXPHjYHOmDI6H5fDhsNu48zDx1Kq308tg+9+6g9xWaG6IVEBrwdKS90HqiU4uOe3uvrp0GllxhilK1SFAqr37K4Ldvi/QBMpLFpSwcdfd16lXZB6hAJqiPLTn17HnDlzeeGFZ/nvf58iFosyatRozj//Is4//xs4nU4AXn/9VebOPYQxY8buc47hw0dw1FHHsnjxW/z4xz8lK6vda2r8+Incc8/v+Pvf/8Kzz/6H0aPHcO65F/D44//A4XDuc64DD5zJAw/8kUce+T+uuOJb+HxZHHnkMfzgBz/ukIL3zW9exmeffcw//vFXysuHcfvtv2bOnLkA/OxnN/Db397Dj3/8fVwuJxMnTubWW+/k9ttvZt26NRx00MEpvooCQeaoaWxjfaVWGCAWH3q+Zu0peNripThfKKAE3ROKxAlFtMDT/jygZEVh254uFFCJvqb3wcHElqrOg249wVBA9cDcfTARTKgusjwO5k0rY8naGj5fV0NTa4SqugAOu43rLppNXrbb5JamF1VV99kY6Iwcn4u7vnsIToedghw323b7qW0O0SACUB2oa05UwHPaKczr3qxd94FqbRv4AajK6lZWbann5ENHdyj00BaOs3xjLQCHJ3mGeUUKXp8IReKGcXuDX9x/Orvqgrzw4TZcDhtHzBgmMmYygAhADSKef/7VXh1/1FHHcNRRx+z3mP/3/57Z7/t3331/p6+vX7+W0tJS/vWvZ43X3n77TVwuF/n5+Z22d968+fsYkSfT3e83fPgIHnro4X1eTzZP7+01Egiswoer2ndmhnIASt9p1wNRLcEokZjcrXpDMDRpTJpkx2WVuKx06juzqy5INKbgddsZtlf6S0ne4FXbbemB/1NXFAzRFDxdAZXldXLguEJ8bgeBUIzlm9qVqe9/tYuzjxzf1SkGBa1tMSIxGQnNm29/JKfa6ccKBVRHdiUUKcOKfD3yE8vN0jZz/YMgAPXcB1tYV9HEiJJsDp7Sbi/wxYYaonGF4cVZjE9KEfa6ted9W2T/qlZBR5LVquL+a2fDDm1zNxpXiMsKToeYT6YbkYInSAubN2/i2muv5pNPPqS6uprly7/k8cf/znHHndhB0SQQCLonFlcMGTpoD8mhRnuqh7Z4yfI4jEmomEgJumLv4EhXaXh6gHN4UdY+i7/BqraLxGR21moVcfsTgBpyJuRhLQCV7XHisNv43hnTOWb2cC5aOJEzDhsLwCer9/SqEMtARL9n8nPcvVqwFYkAVKfo/k/dGZDrGAqoYKybI62PPra2RTr+Luu2NwIwf3pZB1WKbkIel5UhuSHXFesqGvlg5a4u30/ekBmqCsRlG2rZnlA762za2Wz8OySCmhlBRAIEaeGMM86moaGeP/7xD9TX11JQUMjxx5/Id797ldlNEwgGBMnG+Ss21Rm77gCxbsrJDzZCkbjx++sKKK06mZcdtQHqm0M9Mm0VDD329ieKRGWyvfumgeuBqc6qSemKjbZInLZwDJ9n388PRCr2+JEVlYIcN4W5vU8XK0x4QLW2xYjF5SGza5ysgAKYPbGY2RM1L6hYXOa9FVU0+iOs2d7IzAlF+3w+EpPZ0xBkbPn+Td+tTk8MyDtDD0CJFKCO7K7vuQE5QG4iADXQFVCqqhrj9N7BpHBirqMHu3U8rvZxOhSJ43S40tzKgcFji9bT1Bph/LBcw6svmeR7bigGgOubQzz80hqyPA4evOYIHHYbqqp2DEBF4+Rmif6UboQCSpAWJEni8suv5LnnXub995fw4ouL+OEPf4Lb3X1eu0Aw1FmxqY4fPvgR/3h1LbVNbXyY2NEaU65NKGLy0Nrx0xc62V5nhwBBsTCzFXRD416L3HAXwVs9ANVZ9VuPy0GuTws21A0iFZSefjdheG6fPC+yPA5cDm0a2RQY2Ivg3hA0AlD7BiudDjsLDiwH4ONV+xraKorK759ZyV1PLGNDwtNvoNIT/6fO0NOnGwZhSmt/0ANQe6cAd0VOIgVvoHtABUIx4ok5zd4BqFhM+9np6LhctdmkpDQ84QMFWiCvJTEOb9tL4aOT/Dxsao0gK0NrLulv08buYDjOugpNXbenoc14HSAsFFAZQQSgBAKBwGJ8tbmOSFTm87U13PLIUjbsaEaS4Lg5I4Ghl4KnB5j2XujoypSuzKE/X1fN/f9eQUtgaHnUCNrpTAHVGeGotojxdBKAguRg5+BZNFdUtwIwvo+luCVJaveBGkJqlkBI6yudKekAjpo1HICVW+r3qVD2/le7DOP3rYmqiwOVnlTA64yihHKuqTU65BbAXSErCtWNWgW8niqg8nyDowpecpr03nMb/WdXJ+pKYUTekXBURlG1tN/KxNi+Nw0t7ddaUVWaWwd23+ktsXj783/ZBs2zb2OS+gna5wKC9CICUAKBQGAxapq0RW5pgRc54SMyY3wR5YWakau+KzhU6CrVQ/+5swBUSzDKk29sZNPOZlZtbUh/IwWWZO/ASFeTS10BlZzakUx7sHPwBFoaE9XrSgt6F0BIZigakeseUFldpGKOLMlmwvBcZEXls9Xt3n2N/jDPf7jV+FkPOAxU+pqCl5ftwmGXUFR1yFVQ7IraphBxWcXltBkpit2Rk6VXwRvYHlDJmwT7KKASPzud+y5X9QCUUEBp6OMSdB2A2lsRPJg2VHpCcoDzq811xGWFjTs6KlGFB1RmEAEogUAgsBi1iYXJ1WcdwI3fPIgT543ikhMnGzL0oZqCp6du6OiKqM5S8F75ZDuRRLpVV8bTgsFPTxVQESMA1bkCygh2DqIJe0tQuzb52b33f9IpyNHuwb2v82BGT8HrSgEF7SqoD1ftJi4rqKrKU29vIhJtr9hZ0ziw+5J+L/Q2AGWTJMM/rCsfqOfe38ITb6xHVQe3kbvO7nrtmT+skyIIXaF7QAVCsQGtJGvqEIDqOD7rPzs7qVxqKKDCIgAFEAy1X4equoCR1piMXjDClQjoDTUftmjS5m0wHGd9ZZOhgNLH5ZBQQGUEEYASCAQCCxGKxI189LICH1NGF3DRcZMozvMaAajoEDMh37sCno4ekKpvCXVYqOxpCPLhynb/lYiYUAxJks1tixIm2915QHWZgqdX7hokCiglyS8kP7vvhqu6eflQUbJEY7Kxi96VAgpg3rRS3C47tU0hfvTgR9z15DJWbqnHbpO47KQpANQ0DVwFVCyuGH/z3gagIOl+6mTzIBSJ88bSHXy0as+QUdbpgYHeXMtsrxM9VBUYwCqopqQqml2m4HWigPKJFLwOtCUpoOKyyq66YIf3FVU1VK961dOh5p+5d4Dz9SWVtASiOOwSk0flAxAW/SkjiACUQCAQWAh9UZLrc+5TkUs3/B1qZYfru9hp1xcxoYhMMGkX9IUPtxleCNB10EEwuAlFZEPZVF6k+ap07wHVRQreIPOA0lQT2j3Sn4o/hYkUvMbWobGQ0ccZe5IJcmd4XA7OP3oC2V4nsbhipMScOn8MB03WKua1tsU6pM0MJBr8YVS0wIBu0N8bdB+ozkrBJ6dUD3R/o56iG4n35lrabBLZieP9AzkA5e9BCl4nHlA+kYLXgeBeSrDKmo5peP5gFFlRkSSYkPD96+z+G8y0bx5ofUdXP40blktuwtQ/JBTzGaHzmZZAIBAITEFPyyhN+D0l40wKQKmq2qfKVQMNRVUNBVTxXgEol9NOXraLlkCUuuYQ2V4nm3Y2s2JTHZIEcyaVsHxTHdHo0ArYCTT0oEiWx2Gkq3SVjqkHKXUZ/t6UJFVcHAz3XnNCWZLjc+LoJL2lp+gpeENFqRLQK+B5HN32geMOHsnCOSOobmxjS1UL4ajMsXNG4LDbyM920RyIUtMYYvzw3gdwzCbZ/6kv98L+FFBDMQDlD2r9Sh+nekpulovWthj+AVwJr0ceUI79pOCJABTAPsHsiupWjprV/rOebleQ4zZ8/4aeAkrrT1NHF7BxZ7Mxnk8ZnW9UvxP9KTMIBZRAIBBYCF0BVdaJMbC+C6iiSayHAi2BKHFZ0XxDcvb1qinJ6ziRevmT7YDmwTJueC4A4ZiYUAxF9KBIQY7HSK3r3oS88wBUYY4bSdImsINhUaz/Dv3xf4KhZ0Ku+z9l7cf/KRlJkhhWlMWRs4ZzwrxRRrCvrEDbYBioaXhGACqv9+l3gGG03ZkHTW1SAMo/CO61nqAroHJ6qUbUA1YD+To1dRGAUlWVaCJlyrWfAJRQQGnoCij9GVZZ7e/wvp5+V5jrMQLAQ84DKtGf3C47B08pMV6fMqoAT6I/hYUJeUYQAahBwj333MERR8zd73/pYM+e3RxxxFxWrFiWlvPrxONxnnnm38bPjz32d84//4x+nVNVVd544zWamhr72zyBIGXoCih9gZJMsg/C3rnsgxV9oVOY6+5UqVGc7zGO210fZH1lE5IEZxw21lCzdJV2JRjc6BV/CnPdxqQ80pUHVGLS6ekircpht1GYM3h8oHQFVF4//J8AChIeUP5gtFPT28FGoJcBqK4oSyhcawZoJby+VsDTSfbv2+fcTUNQAdWHFDzQFIwArQP0Oqmq2iEAFU2a18iKip5J33kAKmEaLQJQQLsCauroAgB21gY7jMl6ul1RrscIADf6wx3sCgY7egVpl8PG3CmlgJZOPXFEntGfutqkEqQWEYAaJPzkJ9fx8stvGv8BXHvtL/Z5rS9EYzKtbVFTq5G8886b/PnPD6b0nCtXruCee+4gHB74iwnB4KFWV0B1koJnt0mG6ehQ8YHqbqFjLGSaQ3zw1S4AZk8spjA3SfUiPKCGJMaOb44bt2v/wchIQiXncXbtTFCSFOwc6DSnSAGV49VS+FTag1qDGX2Rl70fA/KeUFaojVs1TQOzL3VVGKKn6B5Qjf4IitJxbjkkFVCJFLyc3qbg6QqoAeoBFYrEO2wKxJPmNclznM5S8NpNyMXzHdqr4I0tz8HrdhCXFXbXtxuR6ynphbluCnLc2CSJuNxejGIoEE3yFJs2toBT5o/mWydMxu2yG/6PwgMqMwgPqEFCdnY22dnZ+7xWVFTc73M3tkYIR+I47LZ9TJEzRTqCX0OlvK9gYKEvSDpLwZMkCafTRjSm7FMtZrDSHoDqfKGjv76rPkhVourLsQeNABAKqCFOewqe2+gLfa2CB3qws9koPz+QaQ5o16Y/FfBAG5MKc9zUNodobI3s49M22GhXQPVvLlSeULhWD1EFVH6OC7tNQlZUmgMRCnPbx/fapqEXgDIUUL1MwdNT9gaqB1TjXkHr5HmN/m8JOlU/ez3CAyoZvQpeltfJmLJsNuxopqK6ldFlOUDyhowHu81GQY6LBn+EhpawkUo92DFSOp02bJLEBcdMNN7zuoSiLpMIBVQXqKqKGouY918agiOvv/4q559/Bn/84+85+eRjuOGGnwHwyScf8YMfXMEJJxzJwoWHceWVl/Hll0uNzymKyttvvMh3vn0hCxceziWXXMBbb73e6Xfs2FHJWWedxJ133oosazf6p59+zBVXXMLChYfzjW+czSOP/I1otP1hecQRc/nHPx7mvPNO58wzT2LHjop92n3vvXcaxyan+/37309y7rmnsXDh4fz4x99n584dxnuBQIDf/OYeTj/9eE466WiuvfZqNmxYB8CKFcu49tqrAbjggjN5/fVXAVi06BUuv/ybLFx4OMcffwQ//vH32bhxQ5+ut0DQW4LhmLHAKe0kAAXgSvhADZ0A1P7LU+seJJurWghF4pTke5g+rhCgW9WLYHDTvuPrMfpCV/4OkR4EoPRg52BIwdN3vfurgIKh5QOl+6xk9VsB1Z6CN9A2w1RVNQJQXT2nukNbAGv9JtmHJi4rxkIZhkYAKhaXjQB4b1Pwcgd4Ct7eY0Y0lqyA0q6J02Hr1OjeqIIXHnoBgzXbGvh8bXWH19rHJgdjyzX/S736JrTfZ7r6sEhXj/sH/oZKT9mfqb3hASVS8DKCUEB1gqqqtL1yD0rNFtPaYC+bhPfMm1Neaae6eg91dbU89thTRCIRNmxYz803X8cPfnAtv/rV3QSDQR555GHuuutXvPjiIpxOJ6/87788+99/cvUPf8rhCxawdOkS7r33TgoLCxkxYpRx7l27qvjJT37AvHnzufnm27HZbHz++Wf86le/5Nprf8a8efPZtauKBx/8LTt2VHL33fcbn33llRd54IE/EY/LjB49tkObjzvuBAKBAH/60+95+eU3yc3N46uvllNdvYdVq1by298+RCwW5e67b+P+++/mr399BFVVuf76a3E4nPzmNw+RnZ3Nm28u4gc/+C5///s/mTFjFvfc81tuueUGHnnkScaPn8CHH77PAw/cxw033MJBBx1MQ0MDDz30O+6//y7++c//pPTvIBB0hu7/lJft6rIcfHslvKERVNE9Qoq7MLst3ksZdczsEdgS46ahgBIpeEMSfXFTmOOmJaEQ6KwvyEq7otC9PwVUIgg6KFLwEgqovKwUBKASPlAfrdrNik11tASjnHPkOKYkvEgGE/oGQXY/PaC06nGa8s7fFiOvl8oXMwmEYkbARDcz7gvFeR7qW8LUt4SZNFJ7bW9PmoGq7OkNrYn0ObtN6nWWQW7WwE7B08doj8tOOCoTk/dNwessWABDtwqeqqr87eU1hCMyU8cUGJsIyQUSxpRrqqeKpABUsicitAeiGoZQJbxoTDe13/c5366AEvPFTCAUUF3Q7rQy+PjOd77HiBEjGT9+Ana7jZ/85DouvvgShg8fwaRJk7nggotoamqksbEBgEWvPs9Jp57LyaecxYgRIzn33Au46qof4w9G2N2gycf37NnNNddcxaGHLjCCTwD/7/89zumnn8nZZ5/PiBEjOeSQ+Vx//c28//5i9uzZbbTppJNOZerU6Rx44Ix92ut2e4z0wqKiYpxObeJnt9u57ba7mThxEtOmHcBZZ51rKJyWL/+S1au/5q677ueAAw5kzJixXHXVjzjggBk899zTOJ1OcnK0HYL8/ALcbg95eXnceOOtnHLK6ZSXD+OAAw7kjDPOZutW8wKRgqFFewW8ff2fdNoDUENDAaVXt9s70KSjycm18dphlzh85jDjPeEBNXRRVdVQUhTkeoyAbrgTNVyyQq6rwC9AeUK1snFnM4+8utYI4gxEWvQUvJz+Bz70hcz6yia+3FDLpp3NLFpS2e/zWpHeVsHrCqfDZly3gWZErqtS87NdRmXWvtDZAlj3f9JTroaCP40eZMvxOXu96TzQq+DpASh9zpO8saaroboLQA21KniRmEwoIqPSUT2oK6B8HgdjEwGonbUB4rKS8PLVxi7dgNyohDeUAlD7CWoaAU2hgMoIKVdAxWIx/vKXv/Dyyy/T0tLCtGnTuO6665gzZw4A69ev55577mHNmjXk5+dz6aWX8t3vftf4vKIo/OUvf+G5557D7/dz8MEHc/vttzNmzJhUN7VLJEnCe+bNEDdxQHe4Uq5+0hk1ql21NGnSFHJy8vj3v59kx45Kdu7cwebNGwHtb9Hc3ExTYz0TJ0/vIBP/5jcvpbohyM4qzfT397+/n1gsRllZuRF8Ati0aQPr16/ljTdeM17Tz1NRsZ1hw4YDMHLk6F7/HkVFxR18r3JycolEIsb3Alx44ZkdPhONRo1j9mb27DlUVGzniScepapqJzt2VLJlyyYUZWgs9AXmoy9EOvN/0tGrwQyFFLy4rBjGxsW5nQegbDaJolwPtc0h5k4tNSbkIFLwhjJtSea2BTluox91poDSg1J2m4TD3vVzd2x5DifOG8U7X+5kydoavtpcz3dOmcoh08rS8BukD1VVadZT8FKggDpy5jCqG9vwuhzkZrl4/fNKNu1sJhaX+xWgsCLBFCmgQEvDq28JU93YxuRR+f0+X6Zoi+jXoH/BS30hXJ+0ANYr4I0dlsOWqhbaInFicaXLIMRgwJ8wIM/tpQE5tHtA6YWC0rVuSBdNiTTpskIvlTWtHTbWdDVUZ2oVSDYhjw/I372v6GbjAP6kAG1ygYSSAi9et51QRGbrrhbyEiopt8tuXDfj/vMPnQCU3r86q6popOAJBVRGSHkA6m9/+xsvvPAC999/P6NGjeKRRx7hyiuv5PXXX8flcnH55Zdz/PHHc+edd7Jy5UruvPNO8vPzOe+88wB4+OGHefrpp7nvvvsoKyvjd7/7HVdeeSWvvfYaLlfmJMqSJIFzcJqyud3tC7mVK1fw85//mPnzD2fWrNkcf/yJhMNhbrrpOgCcSRWB9ipU0uHnk08+jQkTJvLnPz/IUUcdy4QJmrGboqh885uXccopp+/TjmSDdLe799c6OdC1N4qikJWVxWOPPbXPe7qCam8WL36Lu+++jRNOOJlp0w7g9NPPYtu2rfzhD7/pddsEgr6g7/52VgFPx1BAxQZ/AKqpNYKKthues58UlQPGF9K8eg8nzesYyPYkmZAPpQmqAJoS6qcsjwO3097uAdXJ7mayAfn++ogkSVx03CQOnV7GU29vZPueVp58cwMHTynBvp/nkdUIhGLIiQd4Xj9NyAFKC3z86BxNvayqKp+u3kNLMMqWXX6mjRlcaXjJPiv9pbzAx9rtjYbydaAQierpqv3r8/oCOFnFoT8Dx5blsH23H1lRaW2LdjApH2y06gqoPqRh6h5Q0bhCJCbvV8FpRXQTct1LLHljLRZr94DqDF2xIisqsbiCyzm4gt1doQeaoL2aaVxWjOeYz+PAJknMm1rKR6v28MqnFZy2QBNxFOV6jGfckFRA6X3K2UkAytVu2aAoKjabmC+mk5TPmN59911OP/10jjjiCMaMGcMvf/lLAoEAK1eu5Nlnn8XlcnHHHXcwYcIEzjvvPL7zne/wyCOPAJo65fHHH+eaa67h6KOPZurUqTz44IPU1NTwzjvvpLqpAuC///0XBx00l3vv/R3f+Ma3mDdvPjU1mrGdqqpkZWVTUFjMtq0bOyigbr31Bh5/5I/Gz8cffxLnnnsh06ZN55577iAe1yZp48dPoLKygpEjRxn/1dXV8te//pG2tiA9pbcLx/HjJxIMBolGox2++9//fpJPPvmw03P+61//5IwzzubWW+/kvPMuZPbsOezaVWVcC4Eg3egeUPtTQOmKgmSvhMFKsmeBbT9jwCUnTOaP1x5p+B7o6EEHlaGhGBO0k2xADkmTy07UcD2pgJfMuGG53HLpXGOHuaq2588yK6Crn7K9zk6rS/UHSZKYPlYLOq2raEzpua1AqjygQFN9QPu4P1DQK0m5+7ng1339OiigEul9pQVew9+oZYCml/UUowJeLw3IQfsb6GqOgegDpafgleZrm27xTqrgdRWAcrvs6NOCoZSGp49B0J5Knfz7+xLB8dMPG4vdJrG+solPV+8B2v2fICkA3BIeMmucdgVUZx5Q7cHbzlL1Bakl5QGo/Px83n//faqqqpBlmWeeeQaXy8W0adNYtmwZ8+bNw+Fo/yPPnz+f7du309DQwIYNGwgGg8yfP994Pzc3l+nTp/Pll1+muqkCoLS0nK1bN7Nq1Ur27NnNokWv8Oij/wdo6ZSqqnLG2Rfx1qIXeO/dN9m1q4oXXniWjz/+kHmHHNnhXJIkceONv2L79q089dQTAHzrW5fx4Yfv8dhjf2fHjkqWL/+Se++9i9ZWfwcFVHd4vdpEZcOG9UQi3UfrDz10AZMmTea2225i+fIvqarayV//+kcWLXqFMWPGJc6pPfA2b95EW1sbpaVlrF69io0bN7BrVxXPPPNvXnzxWYAOVfsEgnRR2wMPKCMFbwj4GukLk6Judr8lSep0MZS8IyrS8IYWhv9TotLW/j2gtMm7uxfqAZtNYsLwPAC27GrpV1szjeH/lIIKeJ0xfaxWhXJdRVNazm8Wqqoa6oP+VsGDjpXwBhKR/Rj59obkBbCSUOTVNrVX1zMMtgd5AKo1kYKX04cUPEmSjOs0ECvh6UpVPRgrKypywvaiOxNymyQZQYOhZEQeTKr6p28m6JUAvW67ocYtzvNy9GzN5mTJ2hqg41yqMMeDhBboax2Awcu+EN1PCp7TYTNS8EUlvPST8gDULbfcgsPh4LjjjmPGjBk8+OCDPPTQQ4wePZrq6mrKy8s7HF9aWgrA7t27qa7WlDfDhg3b55g9e/akuqkC4Hvfu4oDDjiQG2/8KZdf/k1effUlbrrpNtxuN+vWrQHghJPP4ezzL+U/Tz3GpZdeyCuvvMhdd93HtANn73O+sWPHcdllV/Dkk4+xdesWjj32eO688z4++eRDvv3ti7jzzluZO3ce9977QK/aOWfOPKZPP5Af/OAKPv30k26Pt9vtPPjgw0yffgC3334T3/72RSxf/iX33PNb5s49BIAJEyayYMHh3H77Tbz88ov87Gc3UFBQyI9//H2+//1v89lnn3DrrXcCGNdCIEgXgVDMmFiU7FcBNXRMyBv9PQtAdYVNknAlpNaiEt7QQg9eliRUFnqAUlZU4nupB3urgNKZOEILQG2uau5PUzNOkxGASo+tgZ52V1Ht75AuMtCJxGTishYoSZUHFEBNU6hD5Tero5tD769iZE8oynWT5XEQlxXW72hCVVWjwmRJvteoDDjYA1CGAqqPlRBzBqgReTgaN5Q7pUmbbnr/2p9fj85QNCIPdqKAMooj7BUYP23B2A4BvMKc9k0Hp8NmpGA3DBEfqO5UdZ4hGNA0i5QnC2/dupXc3Fz++te/UlZWxnPPPceNN97IU089RTgc3sfHSff+iUQihELag6ezY1pa+rfD6OiisymK9XM8dYmpJEFP5yiffLJsn9dOPfUMTj31jA6v5eXlc889v9vn2HffXQiAkvBNOf2si7jwokspzW9fGFdWt1JSWs5Liz7uUCL98suv5PLLrzR+XrjweBYuPL5Xbd2b3Nxc/vGPJ5JeOZ7vfveq/f5++fn53Hzz7V2e0+l08rvf/bHDaw899PA+xx133Indts9ul7rsY1bBnki1sKc45UKQGvQFc0GOe78VloyFtKpmvM9lug/p/hAlBd4+/64el4NoLEpcyfz1EnROJvqRbqxaWqj1nSxf+3QnJiuG4aj+M2iLmd70kSljCuCT7WzZ1TKg+pa+212Q605Lu0sLfQwr8rGnoY1NVS3Mm1qa8u8w43kWDmiBSoddwud19NtTrrzQh90mEZcV/MEoxfldbzxYCT2A63HZ+9V/HNg4dHoZ763YxdJ1NYwtzyESk5GA8qIsY3HcGoql7f6ywrxIT6nKz+7b/ahfp0A4PrDGoRbt9/a67RQkpYapaGu2eEIV59pPP/N5HDT4taCVWb97pvtQcpW2lrYoDofNqPSb5XV2uA4lBV6OnzuSNz7fYfyc/H5xvpfmQJSm1giTRg2cvtNX9CqLXk/nz3qf20EgFCMqZ74/WWEsyiQpDUDt2rWL66+/nieeeIK5c+cCMGPGDLZs2cKf//xnPB7PPqlMekUyn8+Hx6PtckejUePf+jF6ClZfsNkkCgqyOn0vHLZTX28bUAGETCLLHSNeydeoPWfY+tcuXSiKhM1mIy/P16HPWpnc3IExyR1qtG7V/FJGluZ0OV4BZCeqVtkd9v0el04y1Yd0T4vRw3L7/Lv6PA78wSgut9O06yXonHT2Iz14OW5kgfF3dzlsROMKHq+bgqQdd1silSgny9WrPnKwz43NJtHojxDHtl/lopUIJRQG5cXZabsnDp5WxmufbGfLbj8nLhiXlu+AzD7PGvVqZVkuCguzuzm6ZwwrzqKqNkAwpjBpgIxPUmIumpvj6Xf/OXHBON5bsYvlG+s4+TCtnxTleyktyaGsSLvGEVlN+9ht5rxIV+8MK9v/s78rShJjWUxN/3VKJTvqtNTT4nwfRYXZOOw24rKCN0sbn50JNUqWt+txOTfbDbUBbE7z5kNGWzLUh+Jqe+DbH4xpv7dNmz/m57j3uQ7fOmU676/YRTgqM2F0YYf3h5dks6WqhWBUMf36ZQJdwVpc2PmzL9vnorY5hMNp3nxxqKzRUhqA+vrrr4nFYsyYMaPD67NmzeKjjz5i+PDh1NbWdnhP/7msrMwwrq6trWX06NEdjpk6dWqf26UoKn5/5zn20WgERVGQZbWD+Z2VkCQt+CTLSo8VUKkiOVVBSbpGyYZ1sqJY9tqlG1lWURSFlpY2QiFrp/jY7TZyc734/SHkIWBgPdDYtlPzSynKddPU1LWpsZLwR/C3hvd7XDrIdB+qbtB+P6/D1uff1ZlYLNU1BCjLG5yVTQcamehH1fVaf/E5JaPvuF12onGFmvpWnFL7M6yhWZsf2CV63c9Gl2ZTUd3KsrW7mX9AefcfsAA1DQEAvM6+31fdMXF4LgArNtSm5TvMeJ7trvEDmlIuVb9TUa6HqtoA23Y2MaZkYCwAWxIG/6qs9Ps6lOe7Kc7zUN8S5oX3NgFQkuehqSmIK+HHUtsQTFs/tcK8SE81tyl9u57uxAZwbX36rlM6qNzdDEBellP7ezu0AFR9QwAnKi3+hDm/qnb5e+l9pC6NfaQ7Mt2HGpKqZja3RmhoCBhjuquLudK1589k+55WyvM6zi9zE2r7ndUtA6rv9BXdCzTUFun093Ua/SlAU1Nmx2MrjEX9JTfX22OxTEoDULp308aNG5k5c6bx+qZNmxgzZgyzZ8/m6aefRpZl7HZtx3HJkiWMGzeOoqIicnJyyM7OZunSpUYAyu/3s27dOi655JJ+ta2rAMneCh8rosd6zLAISA40JXsU6IaRAOrAvE9SipUDmHsjy0M3YGhldAPyolz3fv8+jkRp2EhUNu3vmIk+pKqqUR44L9vV5+/TUxaDobjo9xYjXf2oLRw30loKstvvJ7fTTisxgqFYh+8NJbzXXE57r9szYUQeFdWtbKxsZu6U1KeapQPd+DfH60zbPTFxeB42SaKmsY3qhmCHNP1Uksnnme6xk+VJ3XXTK581B6IDZnwKRxKlzO1SStp86PQyFi2p5KtN9YBWHj4eV8hJLI5bApG0Xxuz5kWqquJPKOuy3I4+tSE7UfWsOQPXKZXotgP5iTHa4bBBRBuP43HF8OZz2G1d/l66b1+gLWb6756pPtTa1p5JpKgqza0RAok+5OuiD00dXcDU0QWJNW/7+k33hKprCpl+/dKNqqpGBU+b1PnYpfva7T1HyCRDZY2W0rypmTNnMnfuXG688UY+//xzKioqeOihh1iyZAnf//73Oe+88wgEAtxyyy1s2bKFF198kSeffJKrrtK8fFwuF5dccgkPPPAA7777Lhs2bOBnP/sZ5eXlnHDCCalsqqCHJAe9OgajSPq39YN4AoHVaUgsCvXKQF2hm2pHB/kDKhCKGb9jsnFmb9EnFJGYMJUcKtS3aDvn2V6nYVIL7YuVvSvhGSbkfSgrP2lkwoh8V3NfmmoKeuWkdFXBAy31ddzwHADWD5JqeO1Gv6nbu9UNpAdSBTO9AqurD/dLZ+ytHCxNpLLqptwtA+ja9JZwVDYyDfpSBQ/ar9NAq2TWlEiT1p/vutm47slnVMHbj6JiSJqQhzv+rs2BCIE+Vuc0KlEOARNyWVGNNa0+j94bvT+FRNXktJNSBZTNZuPhhx/moYce4qabbqKlpYXJkyfzxBNPMHv2bAAeffRR7rnnHs455xxKSkq44YYbOOecc4xzXHvttcTjcW699VbC4TDz5s3jscce28eYXJAZOgagkv+tdvpvgUDQN3QZfnE3+d/6ZEw3Uxys6BOivCwXzn6U+9YVUJHY4A7YCdpJrqSVjBGM3CcApU3oe1sFD9or4e2sDRCKxDsEvKyIqqq0BLWFX16aquDpTBtTyNZdfjZVNXPkrOFp/a5MEEgs/FJRAU9HV0C1hgZO8ECvKOpOUQBqRHEWo8uy2VGjpRHp923uEKiCp1fAczvtfa4qmDNAr1OTv73wCiRV+E08q3W1SlfBAkgKGAypAFTHsaIlGKUtMTb1NjhenAhA1beEURNFpwYr0aQ5YFeVFb36JtUQ6k9mkfKZUl5eHrfffju339559bGZM2fyzDPPdPl5u93O9ddfz/XXX5/qpu0XEUTpHJXOU/C6CkwNNUS/EaQCRVHbdwNz969K0IMxsUGugGpo0a9H/8z9jQCU2NEaMtQ1awubkvyOfcfTRV8wFFCu3k+JCnM9FOW6afBH2LbHzwFjC/vS5IwRDMcNI9a8rPR6ounXf7AoWAwFVAoDULrqZSAFD9oVUKlLopg/vZwdNVuA9gBUXiKwovVZBccgrA7VmkidyvH1vU/l6n2obeD0IWgPuurt1wNQuvLZUEDtp8iRbwgGoPT08twsF/5glOZApM9jkz6/Ckdl/j973x1vV1Vnv065/fWX5L0U0iGBBEILhN4EpBvBgoKKZXR00B8q6AgjOII6IyMDjjijYpmxAErvBJCaAAmEEtJ7fb3cd+tp+/fHOfucc+9rt5yy78tZnw8f8u675bx999ll7bXWN5NXylZQ1RLooS0HjDqWRE0F1MHTn/zCxBvNywTNopKkvM9XwiZKUUAdzBY82m8Ege1T7wBsYyCVh6oR8Bw3ri1molrwfvvkBtzyuzdNcoAqwsazJI4Hy3YVLCgOFnQPjqyAogQTLVlNQQmoShUI82c0AQC27h2s6PVeYsAguutioTE3dk6gPmYQCDWk7hkL9O9wUgFVnzAUUDVEHuRtmWpO4cQj2sBzHASeQ5thwYtHRQhG5mEtEXTlgH7vVO1VCaiKLpWRC/JZWUexlTNcdLhWCgEVix5cBBQhBOms/rdOn6SHZA+mJKSNvz9epgI3EhLM/tMzMLFteJKtP42m9KIKqGw+OLB0Gwf9rpnnBcRidUil9IyCcDjCpARR0zhfAtNlWQaIPrARohMuHMdBsj+ucZDlibk4GA2EEEhSHqlUP2KxOvD8Qc/lBqgCfUb+U3O9XtZ9LFgWvIlFQL21qRvZvIL1O/twzGGTTQte6ziKsPFgZUAFC4qDBeNZ8IrJyLypgKqQgJreiDfWd2Lr3oGKXu8lBgz7XZPL9jvAImpqLZtmNKRcyICi6o9aaiNJcjYDCtDnvus+vgSqRhA3VBg8x6EhEUb/UB7JjFS1GpZFUNVSfRWkZl08BA56tHQqK1dFZnkJSgjQQzXTgmcoVczfj2HBp4RLJndwEFCSopmZYdNaE9iwq18noKpQZ7Y2RpHMyOhN5jCrvd7R62UJUgmEpnlIFRxYuo6DnoACgIYGXTJPSSgWwfO8WX7dS+RlFSnbwqiXGwLHDX+8B1EwyNu5jliszuw/AQJUit4y1D6h0HACKpmR8NDL23H6kmmYM7XBnYt0GfTv2bCrv4iAqlIBFVjwDjqYFryi+2n0DKjqCSgA2GVk2LCMQSOAvNHFAHKKOuNkvTizpFaRdiEDqt5GQGlEV8GyDjcUUACwaM7wtVRD3CCgJqgCKmmso+urII0EnkciFkIqKyOZkWqGgJKLCCaLgDIUUMah0ZgKqIPMgkeJJoHn0NaiH7AMpPMVZ0AB+hprx4EhsyrhRIWsjE+cRyOBAsorBAQUAI7j0NjYivr6Zqgqe4OYIHBobIxjcDDjuQrqnS3d+OuLe82fb/rMcYhFQnh7cxceeMl6/ObPLXX0NKwWIAhioHwK4Aj6ylD70MWaZAshX7OxCy+9sx+pjIyvffRIdy7SRRBCzFO9jbv1g4A+hwgoU/USKKAOCmiEoHc0C15otCp4NIS8siURzW+phVPTgZT3CqhsXp0QGT4pNyx4Rt/RCEEmpzj63m7BjQyo0WBWwktNTAKKVj9sqLACHkVDIoxUVtbfb7ITV+Y+pCKCaVgGlFqCBe8gq4KXthFNNK5hMCWZJH8lGU6TGvV5sneCE1A0hHzM/hQooDxDQEDZwPM8eJ69kwNR5BGNRpHNqlA8tt1kZQ49SetGVDQBoVAY6TwKHycCEiH22i5AgFpAj0G2lGIxKK4UA1inYn1DtZllR8knANjbnUYyLZmLoWozoIIQ8oMLA0N5KCqBwHNoLiJ0R7NjUnKyUgUUvScVlUDTyLg2Wj8xYGzkx8uacwLxiAiO0+376azsierKLRBCzLweJ0PIRYFHLCIim1cwlJFqioByWgE1EhqMjKxaC9guFfTvaqgihJy+fj+AwRpqp2ILXrhIAWVZ8JxVQBFC0DOYw6TGKJORK2PBbrWjVUy7BrJmYYl4JQoosxJe1qGrZBNyWf0pWC+6jdo+jgrgOopzZuiEULyAD/JVAgSoHH1lkC3mIs1G2mQNcoWqG2oNxePM+9t7TWtC1VXwggyogwo0/6mlIQKhSKFq5Ts4G0JuzyixKxNZhKWAcp8M4nnOPJEfqvEg8mRGRjqngAMwpUhZVy0o+VArOVB0LB0rm8cpmAqoCWrBG3LAggfYrJzp2uhDhJARLHg0hFzvX7KpWBk/AyqbV0uuSr16Yxe+89+r8PjKnRVdu5+wK50ooU/tqQLPVXSIQtedNPZgokIqw4IXKKDcR0BABRgTwwgoY+FRrCaQAnVBgAAVo9cIIS/FbkYXY5JNAZUzTv+Saakmq1IWjzOvvX8AgE4IVBv4G2RAHVww859GIAmiI2RAaYTYQsgr62shmxWJ9eqU1WSFVAKq6Kn1Snj7uvV8rynNMcfjBij5UAs5R6qmmWqLSgnbctCYKNxkTzRYCqgqLXjG62tFKWaf86ux4FECSiOkYE00FrbvTwIADvRmyrxq/2G34DUWkZbxqFiRomuSse6c6Ba8khRQ4YMrU8xPBARUgDFhV1kA1qa3eKAP1AUBAlSOvkoseDalBVVAqRoxc0pqCcUE1MbdAwB0Qq5aiXyQAXVwoWeU/CfAsgzZTzclW7+o1ILHc5yZbySXuAnyC17ap4CJUwlvb3caADB9cp3j711vthH75IF97TfWRs4pmBa8CUpAmQqoai14idrpQ0AhUT+qBc9U2o3ez8Ih3gzuLzUHiip9WD8sGAlpWw5dJCQgFrHG8UrynwBLAZXOKROaeJFKUNRFw1ZOZKmKugCVISCgAoyJ4o0hJZrySmDBCxDACWTzirlwKi2EfAQLnm3RUIthrfaTTjvf1FJCe4yH0SqfBZiYoBa8EQmoEeyY1H7HcdVtqMPm6T3b/cy0T3mgXgEsAipV45XwqAJq+qSE4+9NbWa1QNJRUoDD2MoUp9AYr00L3qbd/bj+7pV4Z0vPqM/RbLli9VUqoCwVHft9CLD6kcBzplV6WBU8ZXwFFMdxJglTKgHVZxJQbI/VIyFly4ACLIUgULmqNRYRzddOZBueWQWvhAwoVSPD9r8BnEVAQAUYE8Wh53TSKLbcBQRUgACVgU74iahYkgXIlKmPYMEDgMEazIGiE308KmJ2e735+KQq85+A0SufBZiYoBa8SSPkqcXCw/tCzrTfCVWp7egpfqk2EL9Ary/iQX4PYCOgaoBcGQv7eqgCynkCiqpfasE+ZRKYoerul1LRUEP2RDvW7ehDbzKHNZu6Rn1OOiuDiiyqVkDRDKga6EOAzQ5lsy9XQkAB5QeR08gD1tWqI8HKgNL/Zns102qKI1hB5BOXgKKKt9AY1TvttuJgzeguAgIqwJgotuBR5dOwEPLgRg0QoCLQ07hS8p8AazGmanrFLcCy4AFWlatagqmAEngsnNVsPl5tADlgWY2kgCQ/KFCKAsq+sKw2/4kibAbosr2psQgEb5Z/dcbGuhatwRQaISYBNcMNC168lhRQBoHpUf+hBFQ6pxRUS2Ud9Fr7x6hMSwttJKKiaeGtFA01phQbKcjezLc09hlSUUj5aKCV30ohoGRFNcnM2rTgGRlQVAFVV70CCrDWnxM5B6qUqoo8ZwW5Z4MgclcREFABxsTwEHJaBS/IgAoQwAnQ07hSyZaRKm4VWPDStaeAUmwnnYfbCKhSqgKOB0o6SIpmEnYBJibysmpuwMbKgMoXKKCUgt9VCnqqWmxPZw10zPA6A6qWCai+wRzykgpR4DCl2dkKeIClfqkF9YpdAeUFErEQBF5XWtWSCoqunceqTDuUdsZ+BwD1idrKWhtJ3WTPgNIIMUm8sRQrgL0S3viEQZ+NEJQZH6tHgr0KHoCCIPJ4hRlQgK0S3gQmoOj3PVYGFGAp6nL54f3j/he24o/PbnL+4g5CBARUgDExWgaU3b+tP157JwkBArAAOuGXSrbYF2z0/szVugLKthg9dHqTOa6UqgobC/Zg6YAon9ig9gF7poUdVOWUl62AUbsFrxqYCiiG50JCCPIStb4EBFSpoAHk7S2JqpUqI6GhphRQ3hKYPMeZdtqu/qwnn+kESlNA0Qp41dnv9PfQ+1BeVmvCkWCqUUJ2BZRFQNnjP0Lj3HOUMCglA8pOsNSCAuqvf9+K+1/Yav6cMhVQ+t/caLfgVaGAmtSoE+s9EzgDigooxst6NBVQRf1JVlQ8/eZuvPD2vpo4LGAdAQEVYEwMr4JXaMGj8vpgYxcgQGUo14LH85xJ0MiKBkJIUQh57Smg7ARUJCzgslPn4LgFkzF3WkPV7y0KVpWcwNM/sWHa7xpHrp5IN82qZp2uO0dAsR9CrmoEmkG8eWWhmggE1L4ePYB8hgv5T4BFHtRGBtTw7B630dYSBwB09Gc8+8xqISsWwT2aMoeSIQ111RfbiIYFk8Cphc3xSBXuzHxLRRuxSt5oMDOgcoXtnJdUvLmhs6D97SHbtWCXfuqN3Xj6zd1mXylWQDUVhJBXoYAyLXi1Q/KWi7IzxYoseHahRamB9wFGR0BABRgT9BSCnvrlTQuePnnUx/SFU5CvEiBAZaALonIqvpmBx4oGRdWg2qxlAzVkU6CwZ0ABwMUnz8bXlh/piNqA47gRq58FmHjoMQioSSPY74BCkokST9SCV20GVKgGQsjt/T9QQJWOfd3uBZADlgUvlZGZtwl7beEEgLZmnYDq7KsdAsqeVzWaCmrTngEAwDwHDlo4jjOVVMkaUNLJI+Tx2HP06O/tVfJGw2iEwQtv78V/P/IBnnx9l/lYX9L6Lljft9jH691dQwBsBJSZAWUPIa9GATXxLXh07Bpv7qPrhGILnr2/lBp4H2B0BARUgDFBN4Z0YJOKLHgNhu+8FiS/AQKwiHIVUIDlYZcVDdmiSbKWFVCiS2W96YIiGKcmNuipZN0o1YB4njM3PLQv5B1SQEXMe5LdPkbJMYHnXLGSjYSJUAVvr0lAOR9ADlhKcgIglWO7nej94hWBCQDtLTqh3NlXO+oMu7qmf4Q5WdU0bNk7AABYOLN52O8rAc2SqoWsLEoGhEa04KnmOFrKmmA0woCSTdv3J83HakkBZSc89nSmICuqOYbXRYeHkDuRAZXMyBP2oK5kBVR4NAWUjYDKBQRUtQgIqABjgt6wdBFJZbFUCUUrlEzUAStAADehahr6h/TFYjmB21QpJCnqsElyMCWZ+Ta1AnNh4NKm2AyfDsapCY18Cfk0ZiU8mSqg1ILHK0XIpkpkFV4HSAMWuZLJK1A1dttmNCiqho4+owLeJHcUUALPm/ktQ4yTB370IdOCV6MKqIERFFC7O1PI5lXEIyIOmeIMsUnX47Vg5Rwpj8eeAVVKxTKK6AjVTfWf9bXR3u6U+VhfsjADiuW1kl1Nu7srhbRBevAch1hE/5ubbAqouioIqERUNNuxb4LmQJWcARUZuT9JBRa8YC1ZLQICKsCYoBvDRGQUBVQ8IKACBKgUA0MSNEIg8Jy5eCwF1IIny5p56kc3MNIIqijWUerJVKWghMRIGVA7O5L49WMfTGjp+cECyQjYjoRH70fFfcHxDCiG50Izd8XD/B57MC4tIV5L6OzPQlEJImEBLQ5U5RwNdPxnPYicEgMRl8bqkdBuEFDdA9maITHHs+Bt3N0PADjskCbw/PC8ukpQS9UUxwohl2wWvNIIKKNqmVxMQOk/D2Vkszpqb7Lwu1BUdvuTPU9wd+cQ0oaNOR4VzYzDeEQ026gaCx7HceYhaM8EXQtRVV14vCp44ZGrKuYDC56jCAioAGPCJKBiVti4Rog5edAJL7C2BAhQPuz5T/wIocmjwTwpVDVzImxIhM1TscF0bdnwzHLLbhFQY2RAPfPmHqz6oBNvbuh05bMDeIdSFFBmJTxKQMlqweOVgi5qa0EB5WV+j13dU4s5UPsM9cT0SYmyxuhyUV8jQeSmBa9KwrYcNNVHEBZ5qBqpmc2xvYDPSBa8TbsHAAALZzY59pmmAirN/n1GyYBQQQaUpYCybPnj9zNLAVVICth/3tuVAiFkmLqHZRueXXHTM5hDl5FxmLBZzDmOw8fPno8PHT/DJGorRaPRf2rZLj0WpBIPOqOG4GJYBpQSEFBOIiCgAowJMwPKkHZKslZwwlsfKKACBKgYvRXkPwG2k0JZMy14sYiIRqMiykCK7U1MMSwFlDubmtEWqIBV2jsbkOg1j1LsQcV2DdonqiVlqAWvFjY0450AO41EDQeR0wBytyrgUVjqFbbbyAwh97AP8RyHKWYQeW3kQCmKrTBIkQJK1TRsNgLIFziU/wRYjoRaUEDRGA97P6J5ULoFb3iVvNEwugXPlqHUlcJQVjbHZ0ols3xgUKym3bhrAABQFy08LDn72Bn41IcOG7HyazkYLftoosBS3Y0Xaq/3p+J2sBOCAQFVPQICKsCYUIozoGS1oBRlvamMYncQDxCAVVQSQA7Yq8Wo5ilNLCyYeQC1FkReXAXPaZgZUCOQTN3GqSLL4dEBSkM5GVB5WV9AmiHkkWoteIYCiuHDGLN9xrAouoH6WiageowA8knuBJBT1Ap5QNd6Xto4AXsQeW3kQNkVUH1FBNTuzhRykopEVMQhbc71q4YaUdEBNgWUrR/Zsy3lEvN6AFuuX5FixW7J29edMtdbjXVh85CCZQKqeF+1YVcfgEIFlJOgc+BEJVdKPeiMjmLBK6iCN0FJOi8REFABxkRxFby8rBbkSNCTB5YX3QECsAqaO9RcoQJKViwFVDQimhVRalcB5a0FLycp5qZYCkj0modUigXPrQyoGgghN+fuQAFVMkwLnkcKqCTrCigfbJyALYi8vzYIKMU2DhQroDbusuU/OWjrrDeqUtdGFbzhBBMdQwmxxuVS1gRmBlSxBc9GSO3pTqF3UP8eWhui1hqK4b2LVHQoRqtxJqLV2cVHQyxCiRd226QaWPPfeFXwRlbUBRlQziIgoAKMCboxpOU9JUUrOGUOj5GtEiBAgLHRbRBQk5sqtOApVgZULCyaHv6BWlNAuUxARUepgtczYKuIE4xhNQ/T1lGKAqrIghcNBRlQbqFWFVAasTKHqs1XGQ/1NaOA8r4KHmC1fy0qoJJpqSDseqOR/+Sk/Q6wK6DYv8+kEfqRXQGdzul/Qym2/OgYB0wU+3vSptq5pSFaUwcGolBIUrqlgJroFrxS15nRyGgKqKAKnpMICKgAY8IMIY9aVfDsi9ixqksFCBBgbNAF0ZSmWFmvs4d15mwWoiZDATVYAyegdpiBo4I7Ib+RUU60aPsDQJ7hhWiA0lBKlbfhGVDOKKBCNVEFzx/7lKmAqoGNsR2prAxV07N8yqlSWgnMDCjGx26/+lBbc20RUHbCicBSJamahs17BwA4G0AOFJKYGiHjPNtfjEQG2P+dzumbf6cyoBSVYP1O3cLW2hAxya5ayOyb3d5Q8Hhd1CUCygzfnpgE1EiVF0fCaAqoIITcWQQEVIBRQQgxJ1F7BpQkWScXlIBiedEdIACL0DRiWvAml0lAhWwZUHQijEdENNZ6BpRL1qDRMqC6BwMF1ERCeRlQRQRU1RlQ7G9ofFNAxWtTAZU0rMx1sRBEl/LpKMwMKMbbyK8+1GZkQPUm8zUxVheHXfcbNrydHUPIG/lPM6Y4mytG7zNCgDTj/UgaIeOJ4zjzPrMUUKVb8GRFg6pptn/rJNzUVp28pMqzloaoudYotrmxBHpt7a3xAtudawooMwOK3TapBnKJwfamFbFICZYPQsgdRUBABRgVimqdoNAqeHlZM5UCkRBvEVCKxvyJS4AALKFvKAdVIxAFzlQulYqRLHjRsIgm04LH9il6MfzKgLIroFgmDgKUhlI2x1YGlGL835kNtRVqy+7i3aws5TF5UKsZUFRJSol9N1FvjN2s5/eMZJ3yAnWxkLkJp5VLWQY9vG1u0Od2SkBtMkgQp/OfAEAUeLONWLfhyaOMRZQcyBgKqNIIKOs9iqubAsC86Y0ArO9kks2CJzOc/Wi3lB9iIyvdz4CaeOSKphFzT1uqBa841F4KMqAcRUBABRgV9g0ZDSGXbCHkdgse/V2AAAFKA80fam2IgufLW4ja1Rb0tCoWEcwQ8sF0jSmgKAHlksqgOHiaosdGQAXjV+3DzKcZw04XMQNrVRBCrCp44WozoKgFj+ENjTR+RpYbqNUMKDqONrpsvwMs9Uo6p5gqDhbhlwKK4zgriJxxG57uHtA3u5MbdeUWJaA27tYDyBc6nP9EQa2irFs58yOEkANWVbxyCChR4E37PiUN6FwfFnnMaqsveH5LQ9Qarxk+eLJbymfa/gbXquBN4Awo+352vCIc9kwxTbOEFfY1YiYgoKqGK6v9hx9+GBdeeCGOPPJIXHTRRXjqqafM323YsAFXXXUVjj76aJx55pm45557Cl6raRruuusunHbaaViyZAk+//nPY9euXW5cZoBxYA9RpAooAmsRGQ4JCIV4U2JM2fp0TsY7W3oKPPABAgQoBFXflGu/Awqr4NGTvlhERJNxUp/NqzVVGMAsyey2AmoMC15xyeMAtQWNEJP8GVMBZfSFdE6BbFPuOpYBxfKGRrE2NF6CWvhZt5cVw1RAeUBA1UVDoIIYlrOy/MqAAmw5UIxXwrO7ByY3GwRUKg9F1bBl7yAAYIHD+U8U9WYQOdsEFFUeFdvu6SFUyrDglVqx06yEV2ytDheqhwCgtbFWLHiUpCtWQLlrwStW/kwE2L/n0DhjV8y2FrCvowMLnrNwfAZ55JFH8L3vfQ+f+MQn8Pjjj+PCCy/EN7/5Taxduxb9/f245pprMHv2bDzwwAO49tprceedd+KBBx4wX3/33Xfj3nvvxa233or77rsPHMfhS1/6EiSJ7cF0IoJuCkWBL1hsDGUsAornOFNCS2/UB17ajrseeA9vbuj0+IoDBKgddA9WT0BJimoqoKJhEbGIaP6ulnKgSpVGV4qRquQQQtAzaFNAMbwQDTA+7FaKyBgLTLqQ37CzHzsOJK3XVElA0XlQZrgf+aVeoQQU67k0xRhMUQKqPIt0JeB5zmwnlu1TfvUhAGg3cqBYV0DZD1/p/D4wlMcuF/OfKBoMJR3zVk6F9qPCsZqOo+UooAB7ELlS8P9oWMT0yQnb++s2xVrI7LMroGYVKKDcteBNRHWPvdDNeNZXUeDN59hV8/Y1oiRrgciiSji62ieE4M4778RnP/tZfPazn8WsWbPwta99DSeffDLefPNN3H///QiHw7jlllswb948XH755fjc5z6HX//61wAASZLw29/+Ftdeey3OOOMMLFy4EHfccQc6OzuxYsUKJy81QAmwbwoF3pK40pMVOnHQ/9Nw8v09aQDAgV62FwkBAviJ7oHKAsgB61RQVjRTLh2LCOA4zlRB1VIOlOsZUKHhBFQyIxfYpQILXm3D/t2OlU8zZ2oDjjl0EjRC8OfntgDQ+0e1eSy1YMGz1Cv+EVB2SwProJt4tyvgUTTYqpixCr9yxACYFrzOPrYzoOykxuTGKADdgkftdwtmNjue/0RB+yrLJCZgjUWjKaDKCSEHhle6zdsUUIloCC1GFldrQxQcx5kqGLbHa2ojFNDeGkddLIRwiEeTS4R4zLSnTzwCSlJG7m8jgeO4YYQmMLyvBNXfq4Ojq/3t27dj3759uOSSSwoev+eee/DlL38Za9aswdKlSyGKFnu7bNky7NixA729vdi4cSPS6TSWLVtm/r6hoQFHHHEEVq9e7eSlBigBxZtCuuml8nC6qaMLESp9HTC87tTzHiBAgOGwLHjRsl9LF0+yopklc+niwcqBYncTUwyzCp5LGVDFi1OgMIAcYPskNMD4MPOfRH7czd0VZ84Dz3HY05UCUL36CQBCNRBCbqlXvLVP0cwSgto6XadjaJMHIeSAlQPFqn2qVJurW2hvqRULnqW2aGmwCCgaQO6W/Q6oDRITGL0iWXEG1HgVyyhMwqAoA4o+PmOyrjij34elgGJ3vDYteCEeosDjxquPw01XH+/IfDUSqAVPUcmEWw9J8sj9bTSMtGYsPqSspbmMRTiq49u5cycAIJPJ4Atf+ALWr1+PGTNm4B//8R9x9tlno6OjA4cddljBa6ZMmQIA2L9/Pzo6OgAAU6dOHfacAwcOVHVtoksn615AMDZlgstlgItBszHCIg9R5BEJC8jkFTMDKhYRIYq8OcArqgZB4NBvWH8GUlJNt/tEg1/9KMDIoARIe2ui7PuE3nOyqiFrTJB18RBEkUdzvU5ADWWcv//c6kOKsdiJGmOK06Ab4Lysmu/fZxDkk5ti6B7IQpK1YLzyCG70I1pyOxIWxv0eD2mrx5nHTscLb+0FoGc+VPvdx43KRLKsz4OcSwqHakA3FTGX7rPRIIo8YhEB2byKrKSgqb76E3wv5jOqgGppiHrSXrQSXk5SmRyL7CrDeNTbPgQA0wwr1VBGRl5WHQljdqMfUY2fKPCYZBww9afyJqG5aE6La21H761UVmayD1FQciVW1I/s6m6g9DUBtY/Jqn7vSEWvnz21Ae9t60VbS9zYz+jPVzVSdTu5NRYVj9fTXbJtUtTFLaJdVjXEXKq25weo8DYcKm2uj0VE9A/lIavWurA431FSnB2nD7Y9mqO9K5XSTxO/853v4J/+6Z/w7W9/G8888wy++tWv4ne/+x1yuRzC4cKTpEhEHyzz+TyyWX1DNtJzBgcHK74unufQ3JwY/4mMo6GhfKtONYgaMudIWEBzc8K8ISnr29gQQ3NzAolYGEAaoUgIoWjYHDSHstKEaPeJBq/7UYDhyORkM0vt0NmtZS+km5v0k2DZdlI1ta0BdfEw2lr1ey6nENfuP6f7kGKsDlqa465cs8brE3peUtHUFAfHcUgZJ6yzpzWgeyALWdXQ0BiHUGZFwgCVw8l+1JXUCcVYRCypD33ukkVYte4AsnkViXi46n4XjurrFgKgviFWktTfa9D7rLUl4fnc3FgXQTafASeU9v2UCjfnM6pEOmRaoyftVW9Ya3hBYHLtZM8VbJvS4MtYWR8PYygjQeV5ZvtRMm/ZFOcc0gLAIhPq42EceVhb2ZVvS8XUKXpWUCavMtmHKOhmfvKkOjQ3Wm2fiBeuheg+Yzw0GMpvXtTHF84gBhrqImhuTuCKDx2GSETEeSfOQnNzwvZ85+41p8ci1RABtDZ7N17Tg4JQNMR0/ykXESMSJlri+oCuyUNhqx2UIvu4GHKnjQ6WPZqjBFQopH9hX/jCF7B8+XIAwOGHH47169fjd7/7HaLR6LAw8Xxen9Di8TiiUf2kQJIk89/0ObFY5V+IphEkk2xLdseCIPBoaIghmcxC9TD0rM+QOfMch/7+tJkBRa11mqKivz9tLkJ6+zPYscdibnsGsujvT3t2vQHGhl/9KMBw7O4cAqBno0g5CVKuPLm8lNfJq35bFbdcNg85LyNmSNg7elKO339u9SF6sp7NSq6MGTmDbFI1gu6eFEIij91GAHWbLYOrqztpVtMJ4B7c6Ec9vXq/CQl8yX3ogmWz8OBL21EXFavud/ZA0s6uIddKZVeDrJGrIuVkz+fmuKFQ2N+VRHuTMwooN+czWdHMQwJO07xpL2PDOZBkc+3UY6h2QyKP5KA/a+pIiMcQgK7uFBoi1ZO8bvSj3j79uxN4DulUDnWxkOkcWDCzEYMuth1v9KHeQTb7EKCPlTQLLpvOo1+z2p0jhZt8WSptrKI9oW8gg/7+NPqNvipwMF9/yUmzAOg/q4b1LpnKV91Obo1FGaPPSHnvxutoWEQ2r6KzawgxYeIcxvUahQsEHiW1Zcj427v70ubz6fzJcfpQ3dWbQn+rc2TRRNijNTTESlZwObrSbm9vB4BhNrv58+fjxRdfxPTp09HV1VXwO/pzW1sbFEUxH5s5c2bBcxYuXFjVtSkTwM+qqpqnfwcN8RMFHoqimVlQNAMqJHBQFM301GZzMnptuSrZvIpURgo2dIzB634UYDg6jNOYyU3Rir4LwbD3UEl/OMSDaICiaWaJ3mRacu17droP0RwGHu6M1fb5MJ2VURcLocsg2GllJQDIZBWI/MEhf2YBTvYjMzMkxJf8nh8+YSbiERELZjZXfR2EEPAcB40QZHKKLxk54yFnzumc53MAtSgOpvKOfrZb81l/Uif3BZ5DRCy9T1UDuunJSSqTc3Talsvj1/VR+3k6KzPbj/L5wvusqS5iElCHzWhyte1ovls2rzDZh4DCEvY8VzgWCUXzr8CXNlZR614mp/cLGmIeFoURXy8KVBXtXDs5PRbRg7lS28AJ0PsrlXH2/vIbNCs1JJQ2dhX3J8DKgGqIhzGYlpDKuLPGPlj2aI6utI844ggkEgm8++67BY9v3rwZM2fOxNKlS/HWW29BVS0f+apVqzBnzhy0trZi4cKFqKurwxtvvGH+PplMYv369Tj++OOdvNQAJcAMBhZptTv9hjSzoYyfI2aJc21Y8HgtVeIKEMAr0PynSY2VnZ7Qe5IuUGI2kpcuIGqlqhshxPUqeALPW21mbMJpFcIpTXHzdywHSAcYG1ZZ79KJH1HgcfaxMzB9UvUyentlJVaDbe1VlbxGvaEIoxtx1kHXLo11Yc/yvGjfZXXsptflVghyKYjWQKUua+2st1OzLfNs4cxmVz87Siu+Mlyhi/YjDjCdFRThogIJpa4JopGxQ8iLQd+X5bBts2qph1leNEsrO8ECtqVRQu9HQ3F/AoC80VcajaIU2Ty791gtwNFeHY1G8cUvfhG/+MUv8Pjjj2P37t345S9/iddeew3XXHMNLr/8cqRSKdx4443YunUrHnzwQfzhD3/Al7/8ZQB69tNVV12F22+/Hc8//zw2btyI6667Du3t7Tj33HOdvNQAJYAuoour4FHQxRI9cclLihlAThFUwgsQYDh6DPJjclNlBFTxvRiNiMN+l2e4vLAdqkao88Q1AgqwxqucrEJRNfQN6d/BpKaouShhuSRzgLFBN1x+lIenYL0f5X2sYJaoMQJqMK2vXRoT3lTAA6y+y2r/8ZPApIiOUJ2KNdir4AFAc73eh+piITNI3S1QclBSLJsba6D5T6EQP4zcLa6EW2pfK+4XlDiIjmLTDDE+VgOVHapUi5jRjlmGCd5KYPa5UvsTJXKNMY8QAsnoW01GflhQBa86OO6N+upXv4pYLIY77rgDnZ2dmDdvHn7+85/jxBNPBAD85je/wW233Ybly5dj8uTJuOGGG8y8KAD4+te/DkVRcNNNNyGXy2Hp0qW45557hgWTB3AfpirBmBCKTyboYikcsja8mVzh4nIgFRBQAQIUo3tQV0BNboqO88yRUUzUxGynfPQ+rRU1jz07p3jx6SQiIQGprIy8pKIvmQMhejs2JsIIhwSkc0rNtFmA4aALRX8JKAGAPKxaDgvQNGLea8VzuRcwFVCZWiGgDAVUovq8qlIRLlK2sgY/CUyKmiCgitbOrYbSecHMJvAuq+nsip+8rJqKFpZAx8eRyKVQpQqoImUcvYdGiwAJi2yrVQGbAsrD+y1qKqDYbZdKIMvlzX3F/UlRNbO6ZZOpgAoIqGrgysh0zTXX4Jprrhnxd0cddRTuu+++UV8rCAKuv/56XH/99W5cWoAyQAkoWmayeBCkyqeIjSmmiicOejWggUABFSDAMFALXqUKqGEElF0BVQMSfDvsEng3y0bThXleUszTvUmNUXAcx7zyIMD4oBuOiA/kCkWYYQuendTwUwFFc4RYR9Kw4DX4ooBir/8ANgWUj/dYLVnwaM7QWcdMRyoj45zjZ7j+2aLAm1l0OYlRAmqMflR8CFUqAWVXOANW/xjNgkfJLxYPCwCd8FA1GncSWPCqhVTk6BkPZrSMsY62OwroocREayOvEaStBhgViqoPfnRCKF600hvU3NjJqmnBm2ZkahRb8gIEONihEWLmD1VuwSscuu2LLNMGxOjCqhgm0S1wrp4O0/EqJ6vDCMBIkAFV82BBnWFls7F379HxgIO7VtfRYCeAawGWAso7AsrMgGJ07LZI3kABNRaKMw3rYiFc+aFDMaXC+b4ccByHSJjay9hsI3kMO1TxQXfJmT3FFrwSM6BYvdfsh2FeWl5pnuhEs+DJY6juRkJxf5JsgfB1xmFKQEBVB/ao8QDMYFgGVBELHymy4Emyaiqe5kxtwL6edKCAChCgCIMpCYqqgec4tDRUZu8oXrjZTzlZD7ItRnGxA7dA2+WtTd2mUnOyYY2gsv9AAVW7kBjYHNO5kGUFVDgkeBaqbUfEZtWvBZgEVJ2XCii2iQOJAZvrSOHArEEpUkB5jUhIQDavMkvSjRUIXbwOKDmzZ7QQ8lH6apjxEHLaRhw3PKjdTcRq4P6qBFKZhW4ixQSUYtkh6Xo7yICqDoECKsCoGFYFb9QQclquUkHSyHeYM7UeQFAFL0CAYlD1TWtjZFjJ4VIxPANquAVPkjUQwmYIqR2WAsrd6ShuLBpWruvAhl39AID21jgAmxyf0Y1fgPHBgjqDZfWh3/Ypu1W/FmCFkHuYAcV4G1kqQwYseDK7mz/qHnDTUj4WIkYbsdqPpDHyeIYTUJVl9pgWvFEsiCHGD+oknw4MTAveRFNAlZ0BRQkoI1NMsubPiWpT9BqBAirAqBgeQl4kjS0ioDr7MwB0ieIhU3QCKqiCFyBAIarNfwL0EzGaswYUVnqhmwONEKga8fT0rBIU2xXcwnknHGK2RzwqoqU+ipMXtwNg3/oSYHywE0LO5qbGb4KOdXKlGIMp7xVQEdE6PGARTCigasmC59PcS1U/rLaRpYAawYJXtA6o2IJHq+CNmgHFuAKKkr0ek5gmuVIjWX2lwsqAKrUKXiGJa1YkFAXEjfX2RAtq9xoBARVgVBSHkBefehWHkPcM6rk2TXURNNfrp4YDqTw0Qlyv/BEgQK2AElCTGisnoDiOQyjEm4uU+Agh5IC+YfDLBlAqiolut3DojCYcekXTiL+jp2K1sjkOMBz0hDIyyobDC1gVKNnb1PhRUcmOaFGoK8sghCDpQwaUOQ4xaOEErOvyU2UYYZxcAYaHkHuNSJhtspeqUUY6dComCEpWQNkIbmIEsAOjV8FjPQOK3mtej9d0nM4yfH9VAisDqjJC0z5/RgMFlCNge2cSwFcoRRY8+0Co+5ILiSnq9mmuj5inhqpGkMrWRtnlAAG8QG9SJ2onNUareh87YWOXmQu8FeZdC3krXmVAjYUQ46ehAcaHlQEV9KOR4HeVwFqy4OUk1dyYelkFLxJiXAEllWdjcQO1UAVP8UjVOxqK7UOswZ6nUwx7m4kCX7L9jK6BZEVDTlKhGRuS8argsThWA/4dGFAFVG6CkStSmQTUsAwo2/wZDzKgHEFAQAUYFWNZ8CI2X3Kk6IShqT4CUeDRENcrBQRB5AECWKDS8Hi0OgGq/X6Mhe3kMGdTYrC/2fPKgjcWWC9/HmB8sFAFj2ULnmmf8rCikh3hIoUCy6AB5LGI4Gl/Yn0cYkEBZYZNM6zQ8DuEPMw6kVliCHmpZAFQSDTR+xcYXRFLC48oqmaSVSzBGq/9seBNNHKlbAteEQFlV6TRNspLKjSNvb5TKwgIqACjonhjaD85LSSjCrtRk6F+arLZ8AIECKDDqSwW+0KtOGjT3OwxvEinUDyy4I0F1rNXAowPvzOOALYteGb7+GRRpN8LIdYGnVUMGmuWBg8DyAGr/6gaYbKN/CYxAdvGkOH8Fb9VvVYGFJskghkIPUL72B8LlaG0EwXezLuk928kJIwa/2H/HBZVUGOpxNxErAYy1ipB+SHkFslECLEUaSJfUHWa1XusFhAQUAFGRTEBZV902Emn4gU/zX9qqtP/HwSRBwhgIecCARUr2lSyXI2rGH4v1gH2s1cCjA8WQsjp6arMIJHpdwZUJGzd36xvbgZ9yH8CCtdYLJLhZjCyjzlrtWTBCzKgRsZY5Ir9Hij3UIr2jX6DgBrNfgcUrjeYJKB8qlpqr/DGulK1HEhlKu1p39EIgaxoBeuLkMib9/ZEU4p5iYCACjAqzI3hKBY8inDRIN9sEE+UiAoIqAABLEgOhSXbT/BiRQqoCONWDjssottP5UrttFeAkcGEAkpkl8g0Myx8InoF3lq0s7oxpjAr4HlMQImCld/Hon0675MtyI5aUGj4fajCeqVAOhaN1D6i3YJX5lhOx/6BIf3+HYuAEngeAs8VXA9LsMZrfzKgWFVhVgp5jMqLI8G+jsjJqi0DSn88qIRXPQICKsCoKA5SDI+iehpPATWQkhAgQAAdzlnwrNePZsFj8RS9GMXVNv0Ay+HRAUqDVKbE3g3Q+47FfmSSBz6qVyJmtUn22scOvxRQ9vw+Fkm64k2YH6CkgqoRJu8zAFBUXTnimwKKcQv+WIHQBRa8MtcENB9sMG1Y8MYZ61ie9/M+zWf2NstMIHKlXAUUz1tjcU5Sh60vYkElvKoREFABRoVZStbMgLKpnuz/FnnYXdY0+6k5yIAKEGAYvLDgRWoxhFwordqNG2C9+lSA8cHC5ti0vjJJHhj2KR+VhnRzw2L72EE3sLSar5dg+fCABZurfYPMqg1P8XlOY92CJyuj96NQNQSU8XfTQ+9oeOxCLyxHFUhjtJGb4DnOlrPG5v1VCWSlfELPngNV/H1M1LB2LxEQUAFGxXhV8Cg4jis4VaUWPFMBFVjwAgQwITkUBmw/KSxeaNkrTrEOv+0KgM06VQPtFWA4FFWDalSj8TOfJsTwhsaq4uNj2L8Zjsz2fUYVUA0eK6CAGiExfSSgBJ63xmtG+5HscxU85hVQJYaQl2v1pOsguucYy4IHWCpyFg/qrDby/l4z1T2MEryVwLJ9lt6e9jD/4j4bKKCqR0BABRgVw0PI7d7swq5DJ7xEVDQ3v7QaXn+ggAoQAABACEFecmYRT+9LUeCHkTfWJoa9jXAxLKKbgQwoBheiAcaHnTj0c3NMP1tmkTyQ/FeIRWqEGE8aCgp6iOYlWM7vy/sUjFwM1jOO/LaVRxlXQElj5D6GCgio8sYqShgMlBBCDlj9mM2iEf7daya5kps45Io8hu1zNJj3kaQOi86IBwRU1QgIqACjoliZMFbuE7X8UPsdYFnwhjIykx7rAAG8hqJq0IzKIk4RULHICJVkaohQKc6a8wN0kVcLhF2A4aAn/QLP+aY6AFhXQPlbBQ9gm1yxw68MKMCuXmWvD9H5xE8SE7BUjqwSUEpRAR+vwbrSUB5DjSkKVqRHuQReuRY8lsdrvyx4gBXpkGW0/5QLQsiYuWOjwT7OSPLIFryAgKocAQEVYFQoRRY83ra4H05AUdWTRUDVxUIQDQ88zVQIEOBghn1TYS9LXgno6WBshEVWmHEJvh1+nxYDVluyuBANMD5YyKYBGM8UYUC9EgmzPy5phCCZ0Tew9XHvCShW8/vs6l2/7zNKLDCbAaUGCqixkB/DXsZx3Iiui1JgZvYYf/e4CiiRFo1gr53oHOJH1dLoBCNX7NX8yrLgmeOMahFYRSHkQQZU5QgIqACjYqRsFro4Kl6AUAKq2UZAcRxny4EKKuEFCEA3XqLAQ+CrG37pfRkdSQHF8Ea4GLI6eklmr2ApoNhbiAYYH1Y2jb9LmhDDCh8WQtpNZQaD7UORySkwRKqoj4c8/3xW8/tUjdjUu4EFbyzIit5OvimgmG8fY84fpR9VTEAVrYXGz4Bid51kVV3zLwOK1f5TLuzfbzkHMNZ9pAybP6nzIDuBKgV6jYCACjAqTGWCbRKlg2HxAsTMfaovzExoCirhBQhgwqqAV/3Qa1rwRlBA1YrVBfB/sQ7YFFA10F4BhqM4n8Ev0A0Ti5ZzFlRitTAupbMyAH3z4Yedk9X8PjshxooCitWQZCuE3KcqeIwroC11z8j9yMy3rNCCZ/1cWhU8FsdrXzOgjHacKOoeOpZynG7TLxV2JWGxai+w4FWPgIAKMCI0QqCoxsZQHImAKhzoabWYKU2xgsepAqo/qIQXIIBjFfCA4dU4Cn5XQ5lGTFTBC7F7EhpgfDBDQDGcvcZCBbNaCCFPGQRUfcx79RNgI+kY60O0//idswawr4BSxgjZ9gKs32dWRbLxFFDltV/x2DaSOrzgc2jRCAbnfZOA8rEKXm6CkCtm5pgogOPKIKBsWWrFhGBAQFWPsenhAActFMXumbVZ8OjEULSBXn7aHMxpr8cJh08peDwRZfukKkAAL5F3sBJVnbFBakgM3yixvBEuBhMh5KK1ENUIAV/GIiWA/6D3VfG85DVYVa8AbFQwCxu5dzRLiEVQAirhEwHFan4fC/2HgnkCymcFFG0fVSNQVM13wrAYclGeTjHofFxpBpT58zjrLCuqgL1+5GfRiOgECyGXKlxjUgIzZ6uCR7+PoApe9QgIqAAjojC0bQQFVBErP6U5jvNOmDnsfehEwupJTIAAXiLnoFLjxCPakZVULF04ZdjvLKsLuxs9CjMPwk8Lnm0hLCua70qaAOWBNQWUqhGomlZ1zpuTYCEDKmoqM9hdtFMCqs43AopNNWZxFSg/USsh5H4dqti/o5ykoi7GzjgEwFaRbOS+RK13ZRMGlVrwGFwnSQ7GNZSLiUaujEd4jgarmqRi2UaDKniOga1RKQAzoDcsh0LP7JL5rWhMhDFvRmNJ70MrfdXCRjhAALfh5CYwHhVx4bJZmFxkewWshVUtEL8yQwoogO18mgAjgwVyBSjsw6zNeXkfQ20pLGsQW21jR9pvAorRPDqT5PXJVmZHlPFqiiPlp3oJUeDNz2atjTRCrDl/VAVUhQRU2SHk7Fa/pfOHHzbOiVYFjyolxyMki2FWVQwseK4gUEAFGBH20uh2z+xFJ83GhctmleyjZd2L7gYee20HcrKKj505v+DxB1/ejq7+DL548RHMSaIDeAPTgueyVaiWLHiyzyWrAYA3ck0UVWOOOKgG72zpAc9zOGpeq9+X4iryrFTBEwuVdLHIGE/2EIQQJki6MOPEAQAMUQIq6rMCirFxyKrK5f/axW6NYRFWCLl/bRUNC0hlNeYqTtrzlkaz2NHHyyXLh1nwxsuAYtiCR6/JlxDyCZYBRZWS5c59dquvNCyEnAa1s9d3agX+zyQBmIQZDDzCBFpOiBurp3luQZJVPPTKDjz1+u6Cyn+aRvDkql14c0MXNu7q9/EKA/gJJy14Y4EuWljOWqFgQQEFWOQFi4vRSpDKyvjFQ+/jzr+9i57BrN+X4ypYseDxHMfkpkZWNBDj3+XmqjiJWjiQMhVQcX9DyFlrIxYITArLgsdWGwGAqmkgxs3m55wWCbGpgCokoEbuS4vmtCIRFTF3WkNZ712c+VTbVfD8U6xONHLFUkBVRkClsjI046am91XcRtLR3wUoDwEBFWBEOLUppEoP1k7z3ALNjwAKK/8lM5I5SL23rdfz6wrABrxaxLNaSWkkmGONz6rAEMMB0pWgozcDVSMgBHj53QOjPm/HgSQ21DgpzlI+DYtB5HaLCRsZUOyOS/5nQLF5aJdX2LnHLGUCewoNRbE2o37OaRFqH2KsH9F+LQoceH7kw+wPnzgTd37jNMyYXFfWew/PgBqvCh57YzVQpFj1gcSMMZ6xVi7yFRJQdP+azEjmY+GiDCgC9kjeWkFAQAUYEU6VRjeVGIxNgm5hNALK/u/3tgcE1MEKU6nhtgWvhpSHTo011aKWbIuloLM/Y/77lff2FxSWoEhlZfz7n9fiZ/e9g0GbYrPWUFyhxk+EGDxVpwtkUeBH3fR5AdOCx/C4ZFXB8yehgt0QcmpB8X/bYC+Pzhpk2zgriv7da6aSjrE2siqSjT1WV1KJlmYXmT+Ps86yqt+y1UaKalOs+lEFb4LlG1WugNLbIZnW5wTBiGoA9Hme5iNPlHbyGq7OJDt27MAxxxyDBx980Hxsw4YNuOqqq3D00UfjzDPPxD333FPwGk3TcNddd+G0007DkiVL8PnPfx67du1y8zIDjACnSqNHamgj7ATSoxBQA7Z/d/Vn0dGXQYCDD3Qi9MqCx9rJ3khgxYJnkXbst1kpsI8xgykJ724dTny/9v4B5GUVqkawtyft5eU5CsuC5//mmEUik16L3+3D6qbYjlRW30z4pYBidc3EksrQns3CGswCPhx8rYJpthFjFSeLw5ydhJ1g4DD+OsuyS7M159uLNPixLjLtZZIKMgHsZVTJVXYIudF/6OGdvc9yHGeqoDIBAVURXOvZsizj29/+NjIZaxHc39+Pa665BrNnz8YDDzyAa6+9FnfeeSceeOAB8zl333037r33Xtx666247777wHEcvvSlL0GSpJE+JoBLcKqKRy2ceDqJVM4aiOwEVN9QobogsOEdnPCqtG4tWfD8LllNYWZATZCxqrNfz32iG+mX3tlX8HuNELy41nqso7d2SXErhNz/zTGLFjxWFGJRRu1ldqSy+lrTNwseo2smqcJS5m4gGmHXIsTOfMYm2Uv3Fm4o6UTBUqVEwsK4ebWsZkDR8dGuuPESlMhTNcIcOVcJchUW/ylWTBVnlsUnmFLMa7jWs3/+858jkUgUPHb//fcjHA7jlltuwbx583D55Zfjc5/7HH79618DACRJwm9/+1tce+21OOOMM7Bw4ULccccd6OzsxIoVK9y61AAjwLEMKJHNxZRbGM2CRwPJ6YT3/rYeby8sABMwN8plnsSUi7B5ckOgamwvIFjJgKJtlq8B0q4UdBkKqEtOng0A+GBHH7oHrDDyDbv6TZIKQE2rMlkKSLZKe7PTjyRGCLqwqcpgp23sIIRYCiifquBFGFViMqmAYjAkWRmjgI+XiDJacdLsR+NY8CoF/btLIRtYHKsBO9nrz70WCQug1N1EqIRH95+VZkBRFJPvtMpiQEBVBldGyNWrV+O+++7Dv/3bvxU8vmbNGixduhSiaG2+li1bhh07dqC3txcbN25EOp3GsmXLzN83NDTgiCOOwOrVq9241ACjYKwqeOWglqxATsBOQNmr4FEyaunhUwAAm/YMMHl6F8Bd5CVvFFD200WW7z2NECiqLvEWfT4xNrN7GG6vUkEIMcmlxXNbsGhOCwiAl9/dbz7n72/r6qcGo9pXLRNQ+QpPON0AvbdZOlXPu2h7KQemMlPWmKwcJMmaSSD4VQXPzM1kbVNMSUyXiINyYK+Cx5pFyCn3QLWg5AVrZK/bSjraN0qxW9FrYG3Od9OmWAp4jrPIFcYIzEpgZkCVSegV96FiQjAeWPCqguPH8MlkEjfccANuuukmTJ06teB3HR0dOOywwwoemzJF35Dv378fHR0dADDsdVOmTMGBA6NX8SkFfm9uqoFgTGSChxMaXRyGQ0JVbZcwZOx5Wa3p76BU2Aei/qG8+TcPpHRZ/+I5rdiyZxBdA1ls3juIYw+b7Nm1+dGPAhSCnrTFoiFX7wdB4MBBr9ChEeLYZzndh+xWnFhE9HWMoKdjiuZce/mFgaE88rIKjgOmTkrg7ONm4IMdfXhx7T4snNWMQ6bU4Z0tugrz8jPn4XdPbkRnX8azv9vxfmRsamJRf/sQUKg+9PtaKBRNn8+jYX/bxx7sTQggVrHBcmM+G0jr87QocEjEQuNaeNxALKq3kSxrzPQfwDqUjEaqWxM6AUoOaoSAoDqlvtP9iNJhIZH3tZ3MfqSy1Y9Uh/YWoyEWEcz/j/f+NMOn2jZyug+pxngdcamNSkEsIiKbVyEptb93o+vMeKy8dbcgcBB4zvw+ouHC7yNuqGQlh8bqg22P5jgBdcstt+Doo4/GJZdcMux3uVwO4XC44LFIJAIAyOfzyGb1E9uRnjM4OFjxNfE8h+bmxPhPZBwNDTHPPisU1m+seCxUVdtpvBXy19QU92VB5yVk1TqNG0jlzb+ZlvE8ZFojTljUjsdf24ENuwdwzomzPb9GL/tRgELQAjmTmuOuj0mRsICcpCIajzj+WU71oZStvO2UyfW+nhrXJfS5SBCFmp8v9vXpc2lbSxyTJ9Xj7OYEHl+5Ezv2J/Ef976Dqa0JaIRg0dxWnHPibPzuyY3oTeYQS0TKDuqsBk71I8WwmU5qSfj+3SXi+vpFDIu+XwuFGNK/00SV83m10DRrfozGI2iqj1T9nk7OZ31GtaOGRBgtLeWVgHcKdM2Ul1Vm+g8AwMjWaWyI+X5djUX9qLGOnX4UNcbeSNjfeaSpIar/g+N9/77sCIXpWBR25brq4mEAadSXsO5pHdLXH6pGHLkWp/pQuFsvCBKP+jde18XD6EvmIYb8nTOcABUjt1aw7o5FRFtl1MI+a95jvLP32MGyR3N0pfnwww9jzZo1eOyxx0b8fTQaHRYmns/r1qR4PI5oVP8yJUky/02fE4tV/oVoGkEyWbv2AkHg0dAQQzKZhTpCKW03MJjUJ1FCCPr7K6+OlDNCuTWNoLsn5Xswo9voG7QyVXKSiv0dScSjInqM7JUQR7DgkEY8DmD1Bx3oOyflGSnnRz8KUAgacCtLSlX3VSkIiTxykorunhQiDt12TvchWh2S44DkYMZfgto4mR1IZl3/btzGll19AIDJjTHzb/neVcfhgZe24Zk3d+NAr/7YGUumQpVkJKIi0jkFm7b3YGZbvevX53Q/yhi5PVJO9v2744x+NMhQP+of0Nc/PAffrykc4iHJGjq7kyBKvOL3cWM+29+ZBKBbK/xqp6yx2VE1gu6eId+tXBRDhjpMVdyfu0pBJCQgL6vo6EpCk9npR9a9xvnbTsbfMjiUY+L7oug31sIcqttbjAbRIEpFfvyxLmesx3KSWtW1ON2Hevv1PiSU8De4BRrj0NWbQn9/5fcXCxjK6OtMVS7/ew6HeMDY1nEo/D4EY7naO5Bx5HuaCHu0hoZYyQouRwmoBx54AL29vTjzzDMLHr/55ptxzz33YNq0aejq6ir4Hf25ra0NiqKYj82cObPgOQsXLqzq2hSG8hgqhapqnv0dNFND5LmqPpO37SfTWdm3yjJeYShTSLB2D2TRUh8xPcj1sRAa42GERB59Q3ns7kxh+iRvTxe87EcBCuHUfVUK9JBPGZmc4vhnOdWHaHhjSOShqgSWgcF70IVrTlJr/v440KMvhqY0xcy/ReA5fPys+Tjh8Cm49/mtCIk8jp4/CapK0N4Sx7b9SeztSmFaq3fjkVP9iGYceXFfjQdKGOTyzt93lcJ+n/l9TZGQAEnWkMkqUOqrvxYn57NBwyqfiIZ8ayfeRsJnsgriUe8UiWMhT/sQ738fAnQ7TF5WkcrIaGGoH9G1nij4OxbRw94sQ+MQYLVPSHCnH9GcuUhIGPf96f5Ekp2Z8x1bFxkH9261USmgkQTprMxU/6kEtFhBqIJ7UleE6wRW8fxJ+5rTbXSw7NEcndluv/125HK5gsfOO+88fP3rX8eFF16IJ554Avfeey9UVYUg6F/cqlWrMGfOHLS2tqK+vh51dXV44403TAIqmUxi/fr1uOqqq5y81ADjwKkqeLQsqqoR3Yc7wQkoWkGHon8oZ05ysYhg2lvmTG3A5j0D2LE/6TkBFcA/0I2yF2HJVgEAdkMkWamAB1jZPawFklYCGkA+pWW4cnh2ewO+++ljCx5rb9UJqFoNIs8zVAWPnhyzVL6apSqBkZCAIchMVsalVgu/AsgBnbjgOF2QKSkq4s4nZVQEvytzFSMaFjCYtggNVkA3jn4r1+i9zmoVPLfcEJQ4KaXiGa3Ex1LBCICNipOx8MQJ2KYFnyqJF7DPmZGiPktDyIMqeJXB0RGgra0Ns2bNKvgPAFpbWzF9+nRcfvnlSKVSuPHGG7F161Y8+OCD+MMf/oAvf/nLAPTsp6uuugq33347nn/+eWzcuBHXXXcd2tvbce655zp5qQHGgVNV8ADbRMjggtNppI0FbLORbdE/lDcr4DXZcgrmTNVtLjsOJD2+wgB+wqqC5wUBxWaJYTucIrqdQITR6lOVoNOQ8Lc1lyadb2/Rn1eLBJSmEbMfhRmoghe2VXpjBXnjWtwqfV4OKPnO4nqAzt9+KrU5jjP7EEttxEolRQraj1gjoOjamRUCitkqeC6NRVGDFKD/Hwt03aFqBKrGznjNAtlLw9xzE4BcoWNXKaRkMeyvKV5f0DbK5tm6x2oFnh6ttLa24je/+Q1uu+02LF++HJMnT8YNN9yA5cuXm8/5+te/DkVRcNNNNyGXy2Hp0qW45557hgWTB3AXTm4MwyEemTxbC3I3oBGCdE5fwB4ypQ79Q3kMDOVNSX1zvZ2AagAAbA8IqIMGGiHmwsILAoqe1rB839GS5ywQUHRBzLJirBRohKCrn4aQl5ad2N6iqzA7emuPgLJv0llQ+FAFlMwQkWkqoML+32esKjMAmwLKZ6V2JCQgL6lMjd0sqDLsoGoGqm5gBQojhyp04ywxdp/RcdEtIvPkxe040JvGiYe3jftc+3ckyRpiToVlVglzvPa1KrCh7mGs/5QLQohJUlfiPLATUBGxmICaOCoxP+A6AbVp06aCn4866ijcd999oz5fEARcf/31uP76692+tABjwMlTnINFAZXJKTTHGNMnJ/Detl70pyTwhgev2aaAmmsQUHu7UpAVFSEGTqYDuAs7seGNBY/9+84iuv3v/5ZlkZ1NXyUYGMpDVjQIPIdJjdHxXwDdggfoCihCSE1VK7Vb3fze9AFAiCrpGOpHpnqFgfuM5fVAyjhASkT9JaBMGydDbUTHxeJNmF+IMqqAUhx0D1QDUyHGUB8CrH7k1lg9Z2oDvv3JY0p6rv0aZEVDrPpiio4gzwDZO1HsZZKimfuyqhVQocCC5yT8X60FYBLOKqAmhrJgPFD5fjQsYHKjrjwYsFvwbAqo1sYo6uMhqBrB7s6U9xcbwHPQE38O1gbDTURMCx47G+FiWES3/4SHqYBiSLlSCaiNblJTDAJfWj+b0hQDx+mbuYGUNP4LGILdGsQzQJxZuSLs9CMvlZfjgWkCKsOOAgpga82Ud1m5Ui5YJaBkVd/tij6T4awqDSXFf3KFguc485CdpXnfsuD5qICaIOSKfXyopM/Zc6OKXx+bIG3kF9iYSQIwgQ07+/DYyp2QFc1Ra4y14GR3I+wE7PJ9Sjb1DeVMAqrFRkBxHBfY8A4y2E+1vFCY0MULawtQO1jKgDIVUAwTdqWABpC3NZdmvwP09qekea3lQEke5qqVAhZDyOkYwAJ5YGVAsdM+FKxY8Myxm6E+RJUrLBAHALsWPEo8+32oEmVUAWXm9TEw5wN2yzRL95r/itUYowRvuaDjQyQsVHRAZXcrFPfZgICqDmyU1wjABP64YjMO9GYgK5qjG8NIDVTjcgJ08ZqIhUy73cBQHoJhwbMroADdhvfetl7sDAiogwJ0w+WF/Q6osRByhqrg1fo41dlXXgA5RXtrHF0DWXT0ZXD4rGY3Ls0VsFQBD7AseCz1I5ZUB2bYP2PEAcBGFTyATQWUtSn2f6wGLIKFtQMWxVBA+T2nmX1IUqERwoQ6FGCPyAyFeICxjFqrjfzrQxOFXKHjQ7TC/laQATWqAkqtuegCFsDGTBLAdxBC0DOYAwA89fou7OnSbWFOTKJmFg3DG2EnYD89pYHjyYyM7gG9XZuLCKg506gCasjDqwzgF6wKeN4Mu1aoNjsLq2IwlQFVA6HtpaDcAHIKsxJejQWRs0ZARRgs7V3tItxJhBlWRNMiIv4roNiyKSqqBlXTiRVWiANWLXjUPeC7Bc9oHwJAZuheo2Q4C6pngFEFFAMHBhOFgKLjQyX5T0DhnDncgqf/rBHCzFhdS2BjBAjgO9I5xRyAVc2qouTEJGo/iZnIsJdwrouHTOUTJabsIeSAVQmvsy9jLnwDTFx4vVEOM6jEKIbMUhW8GlCMlYLO/soVUEDtWfBYCGy1I8SglbPaRbiTYDUDSlE1s5y27wQUY2S4fXPu1QHKeGDXgseGqtc+HrJ0r5n5RgwcOgFsZj+agf8+zmlRg1yhY2KtopoKeICVhQUMV6RFQpatr9bbyQ+wMZME8B19SV2lE4sISEStG84ZBRStCjSxb1Crgo4InuMKFE8Cz6E+ES54fl0shMlNepWqnYEKasKj2omwXNQCocJUBhRjm75KoGpaxQqoqVQB1Zd2/LrchEXs+t+HALvykJ37jm7S7Ytpv2BapxhqH8A6QOJgVTfyC6yN3bQvc3CmMrIToBtk1hRQTlaQrgY8x5kEBks5UJKtaAQLCLGY2ceA3TXGKMFbLsy5L1zZmB4ZQwHFcZypgqp1pZgfYGMECOA7aFD25KYYPvWhw8zHHa2Cx9AA7wZSWX0Aoqen9synxrrwiB78IIj84IHksQIqUgOECg1s9fu0GGBv01cJOnozUDWCsMijpT5a1mupBa9nMMdUBbfxwMJpsR0shtmzpIAy7WWMEQdUqRyPiuB5f7M8WGujvGLl9rCSc8KsBU9hw4IH2AL/GWojlsYiwCJ5FIbGa7YseHq+Ua0iX60Fz54BNYJqb6JYFf2A/yNkACZgVWqLYtmiNpy0qB2JqIhZ7fVVvzer5WCdhj2EHCi03BXb7yjmGgTUjv0BATXR4b0Fj02lgR1MKaDM4F+tZhdcm/YMAADmTW8sexPdkAgjEhZACMw8wFpA3mNl4XgIMZgBlWOoUiCrFjxWKuABtsItjPQh1lQrALsWPLOCNAOHKlEG194WAeW/GhMAQgwePLERQm7lG7F8iDkeqs6AslfBG+H7CAioysHGCBDAd/QZBFRzfQQcx+GLFx8OQuDISeBEUBYUQyMEv39yIyIhAZ8+T1eMpYsWsHYLXnEFPAoriDwZVFGY4PDaghepAeWhWTGIBQLKdg2yojGTKVQONu4eAAAsnNlU9ms5jkNjPIwuKWtuxmsBrGVAWVZONuY7WbECpFnY9LFY4Q2wKZh9roAHsGfjNDfEjOT2ABa5wpoCSmZpTjMteOxsji1LFBt9KcygBc+qOOlfG0VCAjgOIATISgozBzzlgtpPKyegrDlzpAMcSkBlAgKqbPg/QgZgAgM2AgrQNyNOydCtE092BvhqcaAnjVffP4Dn396LwbQEYPgJalMJCqiZbfXgOQ7JtGSq0AJMTHhtwauF7DWqEvE7LwMoPN1iaTFaKggh2Ly7HwCwYGZzRe9BN9+pTO0QUKxZOuhCXVI0aJr/Sjq7QoSFNoqwmgFFK+BFGSCgQmzZp5lUQDGaAWVa8AT/DxOjjFnwNM1S07AwFgEWUchWpUD/beUcx5k5ULWs7qHzXyRUYQZUgQJq+PcRDxRQFYOd2SSAr+gf0i0XzaModaqBuRFmZBJ0Ajs7rNDwvd0pAMMJqJYGGwE1SrtGQoIZRN49kHXlWgOwAb8seKycoo8ElqrgCTxvVq5kuc1Gw4HeDJIZGSGRN7PlykW9MXYN1ZACii4wYwyoe4DC62DBHkQ36OEQ73u2EcDugRRLFjzW7NMsZNIUg1ULHish5AB7ZK+dLGRBjQnYQ8jZaCOAHcI3NgEq4blvwav9NvIL/o+QAZhAn5kB5TwBFZmAFjx71bq9XToBlS7KgLIroEaz4AF69goAJGtIdRCgfOS8JqBqKYScAQIKqO2CCZsM9dP86Y0VtydVQA1lJMeuy23QhR9VRPiNkMib6gcW1BlmCCsj5IGVCckWcUBVfwkGCCjWbIpm0D8j4zRQGELOUmafwlCuIWsZUJQsFHiOifYBLJsbS5l9eUYsr7RqapaxsbocVBtCnoiKiIQExCJCYMFzGGxQ0AF8B7V/jUWUVApWQ0erwc4OKzR8b1cKkqyam1Yq4bernkaz4AE2AipdO5u+AOVD8jgDqhay18wQcgZOiwH9hCubZ2fjVw5o/tOCCvKfKOpj+lhUSxlQrCmgAP10P5WVmZDlsxb6a6ky2NnwAawpoNjKpWEtZw2wNpSE6O3EQsA+wFYIOb3XcozMZ6zZpQG7AoqNe03TiNmHfFdAUZUhA/NYpai2z4VEAd/59DHgwI2oagxCyCsHGyuSAL4im1fMm9RNCx7LSoxyoKgadhuqJwDY2502F68Cz5mSzIIMqBIUUIMBATWh4Z8Fj937jqUqeIBVZpflNhsJhBBTAbXgkKaK3yfIgHIG0bCAVFZmQgHFWuhvhNFsOpOAYiCEPMJaCLlCN8Rs9CHACEkGQKCPAawQUKYFj4E5jbUK1CyO1XR/wkoGlP3A0O/7bSKoe6jStpqD39nto0caBBlQlSMgoAKY9rt4RHTllHSiKaD296QhKxp4joNGCPb1pDFE5ftR0axkFxJ5nLf0EAyk8pjSHBv1/RrjgQLqYIDXFrwIY9W4RgJLGVAAEKKbY4ZVYxR9yRyiYRHxqIiOPiv/ae60yvKfAEv9UUsZUHThR+0CLIDOoyxYF7yuvjke6PgnGyHtLORSAUCKqRByttZMrGTS2MFxHCJhATlJRU5S0Ggc5PkNlgprRGw2RRZgkeHsjNUhkS2lOP2uOPi/LqKH6bkazjdyWwEcDQioisHOKBDAN5gB5A3Oq5+AiUdA0QDyww5pxI4DQ8jLKrbtHwQwPD/ik+ccOu77TSQLXv9QHr969AOcecx0nHhEm9+XwxQ8t+DZq3ERAp5jY6NnB0t5GYAtD4KR09DRMJSR8M+/eh2RkIDrPr7EHJPmTWswF9SVwAwhr0EFVIwRggVga+HOnAXPRsDnZdU8ZfcbaRYteIyMQyyUhR8JUUpAMXCfUbBkwYsytvZmUgFFq+AxYsGzH6j4vWZj6SClUpgHvy71OSuEvHbbyC/4P0IG8B39SV0B5Yb9DqgNK1A5oJu9OVMbMH1yAoCVv1LJ4tUKIa99Auq9bT3YtGcAT76+q6TnD2Uk3PPEerz63gGXr8x/0MwT7xRQ1uewsrgqBmsZUBEze4WNBfto6OzPQlY0pLIy/v3Pa/H3t/cBABbObK7qfevjNAOqdsaiLIOn6iwt3Fmz4IVEHnRfxcrGGLBIVxYIKPPQjpFxyLLgsTFOU8QNtRpLFiFF1QPRRdH/Ax/2quCxNRYBhWH2LID25TgDRTWovYwlgrdc0Gt3q8/FJ4BN0S+ws2IL4Bv6XayAB7BX0aVa7DygB5DPntqAdE7G9v1JM3+lIgJqAlnw6N+wtzuFnKSMuSnM5hXccf+72NkxhJXvd2BSYxQLZ1W3gWYZlgXPm0V8yPY5eZmdjAw7WLPgsWZ9GQ32sSIvq9jbrWfSVRNADtgyoGrIgkcXmDEGFuwUpgKKgU0Na6oDjuMQCenKFVbuM40QpHPsVMFj7dDO6/zCUsGi+oClQxWTgGJgHALYU2MC7OUc0b7MgjKUVpZlpW0qAR273OpzQQh55fB/hAzgO/pTVAEVdeX96amZaqvuUKuQFQ17jADy2e31mDG5DoB1elrJ4rUhob8mmZaYKidcCZJpvR0IAXYcGBr1ebKi4ucPvGeqyQiA3zyx3twETERILkuBi8FzVqljVslflvIyAEuOz8rGbzRQteSiOS044fApAPRrryb/CbAI9GxerYmxWtOItcBkYMFOYZ6qM7AoZS0DCmAvHDkvqaBTb13M/34UZmzclsyy8GyM0xQsbv4UhkLIqQWPBSIcsO53VshwwKZgybHRh7LmgYr/45BZBY8BJW+lMFV3LpHn1hjExj1WS/B/hAzgO6gCyi0Lnv3UjJUFVaXY15OCqhEkoiImNUZxyJS6gt9XY8GTFI2ZhUKlsNsItxu5WMXQNIL/fuQDbNw9gEhYwHc+dQymNMfQl8zj/57ZVPMk3Gigiy8vT5FZJ1RYq4LHWiDpaBgyFFAt9RH8w6WLcPV5h+EfP7K4qvwnAIhHRdMeVQsqKPt4yVIGVNRcuPvfj/IMqg5Yy4Wkm09R4Ku+h5wAVUCxcmhHx0O/q3IVgzXyAGBMAcXYfZZlcCxijcRkUQFVK+RKOifj1v9dg6ff2A1AJ4OpJTbqkkLaXgVvou5d3IL/I2QA39GXdNeCJwo8BKPSTZ7RjXCp2GmoemZPbQDHcZg+uXoCKhoWTZVYredA2a1B2/YlR3zOy+/ux9otPRAFHl+//CgsmNmMf7hkEXiOw5sburDqgw6vLtdT+GFjMK0cjBIqrFnwzBLxDBAHYyFpKC4bEmHwHIezjp2BJfMnVf2+PMeZY1iqBoLI6emmwHPMqOgA64Q/y0A/om3EEkHHWjaNmbsS9X/TBxQf2vm/ZjIVUIwRUKyRBxohUDUjA4qB8Yg9Cx4N2GanH7HWh7JmBpT/Y1GcsbYZD+t39mP7/iReeHsvgMIDILfW3bT/qBphNmuVVfg/QgbwHWYVPJcIKMBe1YWNibBS7Oww8p/a6wHohJO93SoNMJ0oOVB2Am3b/sFhJwLZvIKHX9kOAPjYWfNwuJH5NHdaAy47dTYA4M8rttR8OxRDUTVzYeqlFYa1LJFisFYFLxZlKw9iNAwZ9xkdN5xEnVkJj/17kBI8sYgIjqEqj3RRyoJ1gbUMKMBuwWNjXMoY1m8WNn0AIAqcqURk4fDAqoLHxjhNwVoAsGpTq7Ewp0UYC9hmcSyipHNWYkPBwpYCip1iGqWgqz8DQHf1qJpmzr+iwLtGCEfCAujKo1aIOlbg/wgZwFfkZRVpQ77sVgYUUDvhvuPBVEC1W1krtBIeACSilRFQjbQSXpp91cFYsBNHQxkZ3QPZgt8/9cYuJDMy2ppjOOuY6QW/u/CkWZjZVodMXsFf/77Vk+v1CvZ+76UCKsIw8UuIld/DwmIdsO5fliwdI4HeZ/UJ5wOTaSW8oVqw4NGS1QxtaAB7BpT/9x1dhLOVAcXWuMSaAorjONvhgf9txG4IOVsKDVmxCAwWFFBRxjJ8WA4hJ4QNoi7DEAFlZkAxcn+NB7rfUDWCgSHJk8wxnuNMoo4VIrxW4P8IGcBXDBj5T5GQ4GoVIVoSvpYJKFlRsa8nDQCYM7XefPwQmw2v0gBTmgNVyxY8RdVMMnNKUwwAsG2/ZcPrS+bwzJt7AAAfO2v+sAWawPO4+vwF4AC8tq7DrCw4EUAnQq+tQhbxy4bSwA5Jtvz5lRK3ToNuQJknoKgFzwUFVH2sdirhZc2y3v4v1u1gSgHlchWgSkDHpRwj6wF6v7OigAKAiEHKszB2WxY8trYMrFUwk20KKFHwX5FpV4hpDKh7TAseQ2R4WLQiQlggMi0FlP9tFKuxDKiufuvAu2cw65niLl5j7cQK2JpNAniOPlsAuZsWBtatQKXgQG/GDCC32+5mTLETUBVa8BK1b8GjlQB5jsNR81oBANv2WUHkD728HbKi4bAZjTjm0JHzauZNa8QZR08DAPzx2c1MBLA6Ab9OkOkmhgUbRzFoxUOB55hZkFIijPVqjHSccMWCF6+hDKg8rYDHRv+hMDOgGFiQsmh7iTKWTcOaAgoAUwooM4ScgYB2O1jLqFHMqq4cE5bgRNSm7gnGohHBcRxTSjo6Z7BAhscibNkTx4PdcdEzmDMPONxW/7LUf2oJAQF1EOLV9w7gj89ugiSrnuQ/AUAkTE/z/J8EK0Wnwa63t8YLFhczJjtAQE2ADCjTFhQPYf6MRgCWAmrr3kGsXKeHi3/87EPHXJx99Ix5qIuFsK8njRVr9rh81d4g79FEWAyWra9UYZOIhZhYrAO1oYBSNQ1po+3qEy5mQNWQAirGkLoHsNRGLGRn0I0nWxY8dsgVAMiyqIBiqI3MDKjAgjcm6IEZC/Y7QP++qL2dhUMV88CAsfGaJaUPSxlQdF4lhM01pB2yopkFtQCDgMp7Q3hGGRuHagWOj5IDAwP4/ve/j9NPPx3HHnssrrzySqxZs8b8/YYNG3DVVVfh6KOPxplnnol77rmn4PWapuGuu+7CaaedhiVLluDzn/88du3a5fRlHtT424tb8cLb+/DHFZvRP+RuBTwKenLGwmKqUnT06va79uZ4weNTW+NoqgujqS5sqgfKxcRQQFECKox503QCam9XCj2DWfzykXUgAE5a1I650xrGeBd9A/zxs+YDAJ5YuQsyg+qdckFP+r1WQLGsPKQkSqWkrRugJ8YsLNZHQyqrgADgYNnlnEQtWfByZgg5WxvjKEPhv3mGLXisbGrM3BWmFFDGoR0DlZXyjFrwzAMDBogDgL2qrgBbhyosWvAAtqycLGVAhUM8eI7aE9m4x0ZDz2AWpOjnnEcWfdaKIdQKHB8lv/nNb+Ldd9/Fz372M/ztb3/DokWL8IUvfAHbtm1Df38/rrnmGsyePRsPPPAArr32Wtx555144IEHzNfffffduPfee3HrrbfivvvuA8dx+NKXvgRJqt2NOUvQNGJapV597wBeemc/AKC5wWUFFGMLzkrQ0WcpoOwQBR63fvFE/PCLJ0LgK7ulaAj5YA1nQA0a5FljIoSWhgia6sJQNYJ///Na9A/l0d4Sx1XnHVbSe518ZDua6yPI5BW8u7XXzcv2BH5Z8GjVIhaJ35SxIE4wtOmL10AI+ZBxn9XFQ+B555VjlESvhSp4rIaQmxlQDCxIc6ZKjJ02igQZUOOCpUM704IXKKDGBGsKKACoY8hWzqIFD2DLysmSAkq3J1J1mP9tMxbs+U8A0DuYsw5fXB63WBuHagWOjpK7du3Ca6+9hptvvhnHH3885s6dixtvvBFtbW14/PHHcf/99yMcDuOWW27BvHnzcPnll+Nzn/scfv3rXwMAJEnCb3/7W1x77bU444wzsHDhQtxxxx3o7OzEihUrnLzUgxbpnFzEElMLnnsV8ADbaR6DSoxS0dGnl/hsK1JAAfrGtZog5YmhgLJsQRzHmSqonsEcwiEeX1u+uORJlec4LFvUBgBY9UGHOxfsIWi/98uCx2QGFMMKKEnRIDOgPBgJtFCBG/lPgFUFrxYyoLIMVlUCrA2WpGhQNf/6kaJaQf8sbfrM9mFAIQbYM6DYGYtYUYkRQkwFbYQhZQ9gKR9ZOTCgc0aIIQIqbqp6/W8jFqvgAWwpoCiJwQoZzpKdfCx0GflPdC/VM5jzjPAMCKjK4Ogo2dzcjF/96ldYvHix+RjHcSCEYHBwEGvWrMHSpUshitaNtWzZMuzYsQO9vb3YuHEj0uk0li1bZv6+oaEBRxxxBFavXu3kpR60oCRBLCKaQdGABxlQDOUZVAJCCDoNAqq9ZTgBVS0mAgFVHIw8b3qj+bvPfXghptuyskrByYvaAQDvbeutCTXGWDBLoXsdQs6wBc/MgGJo0xeLiKCaogwDJ8YjwZ615gZGyoCSFZXJxZVlwWNjsU5h32D5acOzfzZLGVCskCsU9F5nZdMHAJEQVa/6O3bbiXjWFFD0+1JUNg4MzBByhog6Vgpr6GS43j6sFY1giUBgSQEFWCQvCyH2Y6HbUEAdMasZANCXzJvEtPsh5AYRzkD/qSU4Oko2NDTgjDPOQDhsncw+9dRT2L17N0499VR0dHSgvb294DVTpkwBAOzfvx8dHbrSYerUqcOec+DAAScv9aAF3fQ1xEP44sVHYHJTFALP4ZAyyYFyUesWvKGMjExeAQdgSnPM8fenpE1OUmuWpDOVGQaZdvzCyWhrjuHSU2Zj2aL2sV46IqZPrsPMtjqoGsGbG7ocvVavYZ4ge5yhEQ6xa8GjC2KWFFC8rSIOCyfGIyFpHCI0uBBADhRmQNHKN//14Dp8++6VGEzlx3qp52DVghcSedOG4+fCnRLfIZGv2B7uBswqgcwpoNjY9AEWien3pkYqIKDY6UNAIdHLAnkgG2pDlhRQZq6hz5l+BWQ4Y0QmKwSUrKimYpUdAoqNthkPVAF16IxGCDwHjRAcMHJ7vcqAYp2kYw2ufitvvfUWvve97+Gcc87B2WefjR//+McF5BQARCK68iafzyOb1TvQSM8ZHBxENWDpRKJcCMZkJjgwqdHFTEMijKb6CG790jIk0xLaXFD12BG1nVTV4nfRbVgVWxujiLsR/JsIISTwkFUN6bziymc42Y9GAlXXNddHIIo82lsT+OnXTqnqPU89air+vGILXl/fgfNPnOnEZfoCGk4ai4ie9n+6eJAduu8cHYsMgqc+EWJqTEjEQsjkFeRllanroqAbiaa6iCvX12TkAcqKBo0AhGhYt70XBMD2jiEsXVg9Ae9UP6IZQokYW30I0E9FhzKaY/deJbDb71hqnyZDcZ3KyhVfl5NjEQ3YrY+HmWmnxnp9HZzOVd5GTkDV9D4kChwijFmnAP0+y+ZVSBXeZ072I2IEXIRCPDP9iGb65SR/5zOqfgoJvLkfYAX0EKzSNnKqD9FDOQ5AXSJkBoD7CUrK5xU210MU3QYBNXVSApMao+jsz2J/j05AxaPurrsTtP/ISlWf4/YejTW4Ngo899xz+Pa3v40lS5bgZz/7GQAgGo0OCxPP5/UT1Xg8jmhUzyGSJMn8N31OLFb5opfnOTQ3Jyp+PStoaKh+4a8aBpOWxhiamxNoBjCt6ncdH00NxvfJ8zX5XSQ39wAADmmrd+36mxoi6O7PgrjcRk70o5GQNsjNaW0Njl3/h0+ei3uf24Jt+5LIKKRsGx8r4Az1QUN91NP+39Sof9eEc3YMdKIPScbmeEprHVNjQkNdGN0DWXCiwNR1UeQMRcKUSQlXro8QgpDIQ1Y0cCERvQNWdZn+lMRUP1KMzfGkZnfaohokYiEMZWSEIiHfrq1zMG9eC0vtM61NXwems3LV1+XEWERP99unuDe/l4u2Vn2uy8vE12tKm/mFIjNtY0ciFkY2n4VY5fU50Y/CEX0jGvPxni9Gq3EdCoGv15TMGXbpKHv9qNXIdVWrbKNq+1BGMdRPURGtLWysdRvr9L0bJ7C5HgJ0krx7QBcJHDq7FVMn1aGzP2uqopqbYq5e++QW/b1l1Zmx2q09GmtwhYD64x//iNtuuw3nnnsubr/9dlPR1N7ejq6uQisN/bmtrQ2KopiPzZw5s+A5CxcurPh6NI0gmcxU/Hq/IQg8GhpiSCazUNXqfO6dPSkAephkf3/aicsrCaoRgpwcynv6uU5h+55+AEBrQ8S166+PhdDdn8XejiSmuFCV0Ml+NBL6k/oEwBPN0TZaPLcV723rxVOvbsflZ85z7H29xMCQ3jbQnG2b8aAYFpyhlOTI5zrZh/oG9cUB53B/qRYRo/pUZ0+Kqeui6OnX57IQx7l2fXWxEPqH8th7YBCb9wyYj2/d089UP6IVAVVFYe67ohUoO3tSaGt0N2NxNHQZ831I8Ha+Hxeqvh4YTEno60uBq+Ck36k+pBFiKg8USWamnURO34z2DmR8vabuXr0PhT1eM5aKqGEL7OgawqS68m3JTs5pA8acBkKYaSvBOD7oG8j6ek2dPUMAdPsdK21jwigUMTCUq+janOpDHV1JALpilZU2omKcvn5/x6Gx0DOYg6JqEHgOIjQ0JnQi2EgQgKaorl67ZsxnySrX2W7v0bxAQ0OsZAWX4wTUn//8Z/zwhz/E1Vdfje9973vgbbkDS5cuxb333gtVVSEI+iJ/1apVmDNnDlpbW1FfX4+6ujq88cYbJgGVTCaxfv16XHXVVVVdl8JAQGG1UFWt6r9jMKUv2BMx0dM2oZ74nKTU5HdBpZxTmmKuXT/NXulP5lxtIyf6UTEIIWY4ciLibN9atqgN723rxWvvH8Clp8yuaLPiN2hWTUjkPe3/NIC0fyjv6Oc60YdoHl0s7O1YNB7iRqDkUFpi6rooBowxvC7qXrvVGwTUYCqP7fst+/u+7jRT/Shr2DjDHt9XpYCWfs5kZd+ujYZrR8ICU+0TD1vW4FRGrirvpOo+lFfMjUqEoX4UN9Q0gz6PQ/Qe83ruKhXUzpXKVHefOTGn0YxTgeeYaSuat5bycRwCLOt4JMTWWARYmVTVjtXV9iF7kShW2oi2jd/9ZywcMPZnrY1REA1oaSis6h4W3e1z9NAyk3OmjdzYo7EIR42GO3bswI9+9COce+65+PKXv4ze3l50d3eju7sbQ0NDuPzyy5FKpXDjjTdi69atePDBB/GHP/wBX/7ylwHo2U9XXXUVbr/9djz//PPYuHEjrrvuOrS3t+Pcc8918lIPWqSyRgWlmDsBtqOh1qvgddAKeK3uZWXVciW8dE4xsyLqHS4Pf8yhkxEO8egZzGFnx5Cj7+0V8kYAp9fhm5Ob9Im4ezBrBkqzgrRZBY+tPAhaip2V0t7FoBUh610KIQes3JBURsYu2z13oDcDTWOnH9GQbdbKegPWxtjP8FavylCXi0hYMBViKZ/Dkel9Lgo8QiI77dRgnOL7XQGWFtAIM9Q2dsQZuM8o6KYxxFBWDitV8GhAM2sV8AB7FTN/9yeU7GUlgBwAYsbcQedaFkAIwdot3Rg09ko0/2lKk25dm9xYSEC5Pf/VSlA7a3C0lz/zzDOQZRkrVqzAihUrCn63fPly/OQnP8FvfvMb3HbbbVi+fDkmT56MG264AcuXLzef9/Wvfx2KouCmm25CLpfD0qVLcc899wwLJg9QGWhpbbdKeI8GWj0lX4OsrqYRdBklPtubPSCgMmyWfx8LdJEcj4iOL74iIQFHzZuENRu7sGZTF+ZMbXD0/b3AAYPAbK731oozqTEKDjoBNpSVzWqLfoMQYlaZY6kKHmCrGsQoAWVWm3RxDKffSfdAFh29et8VeA6KqqF7MIs2F8fBckCrqMUYI1gAa9Gb87HSm0lAMVZ1CtDXIL3JPIYyMiY3+Zd5wWIFPMA6JBzK6NUo/VL+0kNDryu4lgqmCCiVBraz01ZWFTx/24dVMhxgh0Cgnx9niICyDlLYEQ9s2NWPnz/wPqZPTuAH15xg7s9ohfJJjYXzidsHv6wQmLUGR3v5V77yFXzlK18Z8zlHHXUU7rvvvlF/LwgCrr/+elx//fVOXloAA1Ti6fWmz1RAMVJ2uRz0DGahagSiwKOliFl3EpQcqEUFFL1mt1QZxy+YrBNQG7twxRnzasqGJ8kq9nbpORpzp3lLnoVEAU31EfQP5dE9kGWGgMpJqqmYSzBGQNGNaMbnE+ORkJdUU5HQ4KICim5+P9jZBwI9+y4RC2F3Zwr7e9JMEFCKqkE2DjRYq6oEWKqsrI8nxywrxOriYYOA8ne+o/c5S5s+wDokVDWCbF4xlZleI2/kd4YZJDEBizzIMEBAyUZbhUR21ifmfJb3WQHF8FjEColJP58lBRQrbWMHjUTZ153GynUdZtg4VUC1+qSAomsSlhSQLCNopYMMKUpAea6A0geAfA1a8Dr69MGtrSXmalnUWrbgUSlso0v9asm8SQiLPLoHctjdmXLlM9zCrs4hqBpBQyKM1gb3CMzRQOXIPUaVEBZA7XchkffcljgeLMsCOwsuCqp+CrvcbnR+2LZPD0Wd1d6Aaa16dRe6+PMbdmURm6fqDCmgGGwfmnk45LPil1UFVDgkIGJ8b362kWXBY3O7wBQBxaICyrjPsnkVquafA4HlsciugNJ8jCrIMEhAsXCQUoz+VN7890OvbDfXJJMNBVRjXRiiYO3VXCegbKQqS0Qd62BnlAzgCYZoBpTHSghTAVWDFjwz/8nlU3/Lgld7BBRdILulgIqEBRw5rxUAsGZT1zjPZgvb9+ub+LlTG3xRblF7C/XJs4BUjs38J4BtBRQdG+rjYVf7ElVf0MX47PZ6TJ1ECSg2Ksrag/1Z2vBR0IV7joUMKAZzV2gfo2sSv0AzoFhTQAFskHTUgseuAkq/LhY2fmZbMZSXZe/XfuYa1gIBRWDldfoBanOLMTRemwcpDNnLBoYsAqp/KF9QJAoAeI4rOOx1W3XH85x5nw35nGlYS2Bv1RbANeRly75R77HtxcyAqkELXqcHAeTAxFBAuWkLOn7BFADA6o1dzAVqjwVKQM2b7k92FYsEFM2jYC3/CbBOjNMMbGiKkTTvM3fbrfh7mT213lRAHehlSwHFYv4TYA9v9VMBpfdh1lSGgHUIFiigRofVRv6tCeihYZj5DCj/15YDhjKjqY4Nqzugq7Goks5fAopdC15Y5CHw+oGOn0QmixlQpjqMIQUUrQS8aE5LweP2LMFJNhtexIM1QpOR72onxwKMDTZnlACugNpeBJ7z/BTCUkD5v0goF1QB5XbuSaNB3qRzChS1tpRiQ2YwsnsLr6PmtSIk8ujqz2JPV+3Y8OwKKD/AIgGVMivgMUhAmQoodhZcFKbS0GUFa/EBxez2BkybpI9/B3ozvtoUKLIMb2gA1qrgsddGpgLKZ8VvlmUFlNFGfqqimVdARf2/zyh6k7rNvbgMvN+oM9oo5aOql+UDA47jmLByspgBxUpAux39BslzwYkzMWOyfjDWVBcuGKNajSByjvPGPtxskM79AQFVMgIC6iCCtXkJeW4FogODohJffeiVoMMjBVQ8KpqnMLWmgkp6oICKRUQsNk48asWGN5jKozeZAwdgtk8E1KQmIwNqkKEMqJw/xRBKQZyRstUjwYv7DNADoikmNUZRFwthSnMMAs8hL6voS/rfl7IMl/UG2KiCl2fY9sKaAirGoAKqgYE2oqr5CEO2MjviDBAHFH1JffNZHILsN+icFljwRgcLYdssZkCZSt68ysTBE2BlQLU0RPHxs+eD5zgcdkhTwXOoAioaFjzZ71IFlD2fKsDYCAiogwg0a6Eu5r082G4ByEu1Q0DlJdVktNtb3CWgeI4zTzxrbRDzojQ8ACxdSG143TVhw6Pqp2mTEr4tKqgCqjeZY0ZZZyqgYuwstCioAkqSNWbaiyLpgdIQKCQGZ7fXAwAEnjdJeBZyoFi2dABshLcyrYBiIN8IYDwDKu5/G1lV8NjcLpgKDZ8Vq4qqmfYbP4qNjAU6p/l5qML6eM2C0sdUQDHURlFG8rEosnnFvI6mujAWz2nFT768DNdceHjB8ywCypu2bA4seGWDzRklgCtI2RRQXkMUOFASupZseFv3DQLQ7XFeqDVmtembvQ929Ln+WU7CK2XGkvmTEBJ5dPZlsLNjyNXPcgLbD+gE1Jxp/qifAL3vhkQehIAJ5QpgZUAlGFRAxSIi6HkZa5Xw6EbUbaLXPtbNMggoAExVwmPZ0gGwUgWPbvrYayMW8o0AewYUe2OR2UY+BrUzb8FjRAE1MJQHgZ655McaeyyYlV2z/rURy2pMwBqv2bDgsdNGrORjUdCctVhEMMmlSU2xYTmHM6bUAfCODG6u1z8nsOCVjoCAOogw5CMBxXGcOUDk5dohoN7a3A1AJz68wLGHTQYAvG18bq0gaW6M3SWgYhERxxyqfxer1nW4+llOwMx/8pGA4jjOlgPFBgFFFVB1DG76eHseBGM2PEr0ulVtkiIk8uYi2G4dnUYr4TEQRM5iXoYdTFXBY3DTZ1XB81sBpX8+0wooHy351ILnRY5KJbBbp/xURdP8p9aGiC/VbscCC5VdWR6LALsCys8qeOzNaRxnZQZnGVBAUYKnqS4y5vNmTK7Ddz51DL5y2SIvLgvNdYEFr1ywOaMEcAV0oedX7go9QaMLGtahEYK1BhF03ILJnnzm0YdOAscBuztTTIVGj4W8rJqnW24roADg5MXtAIA3NnQyZ5GyQ9MIdhgKqHnTGn29FipH7h5ko09RKwCLCijAWrD7eWI8Eryy4AHAWcfMwBGzm3HYDKvvUgLqAEMKKGY3NAxkQLHcRpRcyUsqZB9V0bVRBc/PDKjaUECpGoGs+LceYDWAHLApoFiogscQuWIHGxlQasG1sAJ6j/l5mEJBFVDU8jYWFsxs9ux+DCx45SMgoA4ipIzNi9sVlEZDxMgQqBUF1PZ9SQymJcQiAg6f1ezJZ9bHw1hghOnVigqKns6KAu/JRmfRnBY0xEMYyshYx7BV8UBvGjlJRSQkYLqxcfcLrFXCSzNcBQ+wL9jZUkANeWR1BYArzpyHb3/yGIRs4cPTaAZUb9r3DDa6UWB1Q0OvS1L8yxJjOQMqFrGKbvhJsNREBpSPKjHJIHVYzYDSQ4b1f/tpn+pNspn/BFhZi/5mQLFLhgP+Z0DJtnmCtYIIZtv4mGdIUaoCymvQEPJkWmL6YJwlsDmjBHAFfiugas2CRwmgo+ZNgih4d6sct0AP2n6rRgioQYPYbEx4U11R4HmceISugmLZhkftd7Pb68Hz/krymbPgGZu+OgZDyAG7ZcH/BReFphFzDHc7A2o0tLXEwXMcsnkVAyl/s3voiTqrGVD2jZYfKihFtTY0EQbbiOM41DEQsp1lWgFF20fyjfCl6zVWq+BxHGeGNvupXukzFVBsbYwB/6vgEUKYJsMBW5aYT21k77sshZAD1hzrpz2RYmBIX3eUooDyEvXxEASeAwEw6PPaqFYQEFAHEfwMIQfsFjz/B7HxQAgxCajjDvPGfkdBM4627R3EIKN+4lRWxh+e3og/PL0RK1bvAeCtso7a8NZu6WEup4diGwP5TxSTm/RT2R7WFFCMWvBYqBpUjFROBt2D1vk0hosCj7YWncz0O4ic9Q2NKPDmwUXOh5NjO+nFquqgPuZvELlGiGXBY1IBpbePohLfNn+sW/AANoLIrQwoBhVQ5nzmT/soqgZV0yev4rBoVuC3Aop+biQs+H5gWQxKYKZ8LhgBWBY81hRQPMehqU4fr4McqNIQEFAHEejpeX2ggBoXe7vT6BrIQhR4LJ7b4ulntzREMXdaAwh0goVFvPTOPrz0zn689M5+vLmhC4C3E8LMtjpMm5SAompYs4lNpdhOWgFvKgMEVCM7FjyNEJPY8UuNOR78PjEeCdv26hU562IhCLx/UzcrlfDohjzKUMWgYpiV8HwgD2gun50IYw31Piug8pJqkrosKqAiIcFcN/lVCc8MIWfUggf4Tx4AQJ9hwWtpZJGA8tdSnq0BMtxUPfvUh1gmwumh04HejM9XYpE7rBFQgGXDC3KgSgO7M0oAx0HZ6zqfMqBoFZVaCCGn6qfFc1p8OWGn1fBYteHtPDAEADhybivOOmY6li1qwyWnzPbs8zmOw0mL2gAAKxm04Umyir3d+gadBQJqkqGASucU3xVjerUi/d/sZkD5e2JcjK6BLH775AYAwAmHT/H1WqYyUgnPsuCxt2CnoNfmhwXPDP1ldMMHFFrM/AAlmEWBL8g6Ywm+k3RGQHyY0fYBLPLAL5UYIYRpBZTflnI6/oVDPHPqHgq/Q8hZrIBHYR46MVD9lmZAsWbBA2yV8AICqiQEBNRBAo0QpIyKTn5Z8GgORS0ooCgBdazH9jsK+rkbd/UzZQOi2Nmhq3suOHEmrj5/Af7hkkWeEy0nLdJteJv3DJj5C6xgT1cKGiFoiIeYyISIhkUzN8jvHChqv4uEBIRYLe3NQNlqipyk4L8eeA/pnIK50xrwibPn+3o90yYZQeSBAmpcWOWr/bPgMU1AUQueTyHbLFfAo/CbpKsFBVQ84u94nckrpuKwhcGNMbW6p326z2j1NFbt0oD/KjqLgGJvvJ42WSeg9vk852uEmPlKTBJQ9Tr5HFjwSgO7M0oAR5HJKdAM2YFftheaIeD3xmU89AxksacrBZ7jcLSRx+Q12lvimDE5AVUjWLOxy5drGA3JjGRWfJnZVu/bdbQ0RDHfKBHPmg1vh2G/mz21wZNg9lIwyQgi7xn014ZHiXBWA8gBNspWA/rJ+m+f2IC93Wk0JsL42vIjfVdq2C14flbCqwUFFK2E548CqgYIKN8VUPqGnEXbCwXNgfJLAUUzoFjN7gGsTbtfCqjeQf1Qpz4eYjIriyp6JUWDrHjvQKiFschvAipTAwqowZTk64H4UFqCRgg4DmhIsKeebw4seGUhIKAOEqSMk49YRPAtD+LwWc0AgJfe2Y+//n2r72W8R8OG3f0AgDnT6n3NqDl58VQAwKvvHfDtGkbCrg7dftfWEvf95HipUTGQNZJup9FGs9v9I+iKwUolPLqAYdV+B7CjgNq2P4k1m7oh8By+tvxIJk792lvi4DidnEv6WL2sFjY1pgLKh00N6yHtgP/2skABNTbs4dEsEisUfoeQm/lPDNrvAL196DGYH3NaLYzVlMTM+ERiUvKURTI8FhFNJb+fAgKqLGpIhH3NwRwNTfVGCHlAQJUE9r7BAK6ALl6o5N0PnLSoHR8/S7ePPPXGbvzh6Y3QNPZIqI27BgAAC2c2+3odJy1uB89x2LY/6bv01Q6WyJXjFuhWxa37Bpmy4e1gKICcglbC8zuIPMV4BTzApoDyMdQWADYZZPjRh04y1X5+IxwSTDLTr8UoIYTpzAyKmK8KKKuqEqsw1T1+WfBy7Ab/UvipgLKrZcKM2qUBewaUP+M1y/lPgF6hi7ZRygdVr5VHx+59RseAXN5yi3gJ1uezaZP8t+ENDBn2OwYDyAFbBlRgwSsJ7M4oARxFyli8+FW+m+LDJ87E5y5YCI4DXn73AB56Zbuv11MMQgg27dE3fX4TUI2JMJbMbwUAvMaQCmoXQwRUS0MU86frG/O3GLHhZfMKOoxqIbNZIqCMSnhd/f5WMknXAAHld2grxVaj8t2h09kgnyj8roRnV2awvKmhJ/45XxVQLBNQgQJqPDQYBFTSBwWUZMvrZDWvD/DfPkUPv1jIexwNfqp6a2Eson2IwKog6iWYJ6DonN/tvwKKxQp4QKEFj1WHD0tgd0YJ4CjoCSMLZc9PO6od3zg1grOj6/Dim1uxpyvl9yWZ6B7MoS+Zh8BzJrHhB4giQd76Oi6ctAscCFauOwBFZaN6IA0g95uA0jIDkD54HudM0zfpqzexYcPb3TkEAn0x2pjwT3EIAGrfXkjvPglt4ICZ17V1f9LXvpRiaCwimgZl7zpI7z4JIlsKOqsKnn8WM40QbN2n9+35M5p8uw4i5yBvWQl50yvmomqaz5XwWCvrraX6IK1bAWX/hoLHgyp4OgghUHt2Iv/Ok9CS1kEBrcib8ikDKsuQAopoCpTd70B672kQxWoPP0m6vGIFkLOQZUjyacibXoG8dVXB46YFz6cDA5YUUFqyC9L7z0Dt2FLweNzHXEOWCChCCNSOLci/8wS0dL/5eEjkIRgV+vwgMlnKgCKKBHnHW5DWrQDR9OuazkD1W5Yq4GnZJKQNL0Levtp8jBJjkqL5nh9aC/C/pwfwBKYFz0cFFMmlIK1bAXnLa5gz1IM5cWBqfgC/f6oVN159HBPlWTftMvKfpjb4Yl1Q+/ZBXvcs5G1vAnIWUwCcVn86Xh6ajfe39eIYn6ryUSQzEvqSeXDwL4Bc2f0OpPV/h7rnfYBoOJzj0cJ/BFv36hOU35PTjgO6QmxOuz/qJ6IqkDe8CHnzK9B6dgEA5E2vYsYVP0RDPIRkRsbWvYNYOMsfhV/aCCFP+Kg60DIDkN9/FvLWVSDGIlQb6kX01KsBWIt1SdagqJovuXkdvRmkcwrCIo+ZbXWef77avRPSumeh7FgDGBviaCSO0OzjMLVVr4R3wCcFFFUURUKCb/MGIQTK9tWQN74Edd96AAQQQkhceTv4uH544WcVPFpt1k+FGFHykNY9D2XLq9D69wMAlB1rEP/Iv4DjOHM9ks4pvtxn5qbPz7FoqBvSe89A2fYGSE6fO0guhcgJVwDwNwOKKqDCPhc+UPZvhPzBc1B2vwOo+nfGxRohTj8CgEUg+qeA0jfGfhFQhGg6MbfpFWidW/UHwzHUfepn4MK68rmOHqr4YHdlwYJH8mlI7z8DecsqkCGdBFf3rUf8ousBABzHIRYRkcrKyOQUtHi8fKN9108yXO3bB/n9pyHvWANIelQDUWREjr6QiUp4A1QB5eMaX9m5FtKGF6Du/QAgOkHPL78FwuTZCIcEJKIi0jkFA0N5Jg5ZWUaggDpIQFUHfmVAqd07kX7wZkhvPwIy1AOE9In6uPAOJDv34fm39/pyXcXYuHsAALBwVpPnny1vegWZh26GvPElQM6abXR+/ANw0PAKAzY8ewC51yc1RFWQe/V/kX36P6Huflcf/ENRcETD8lb9tG8NAyooqwKe9wSdlu5H5vGfIL/yjzr5xAuAIEIb2A9t1ztYNEe3dL6/o9fza6OgqiK/JmelYzMyD9ysq57S/UBIX6DLm16GltEVR/ZFoF8nWVT9NGdqg6cbc0IIpHUrkHn4h1C2rNTJJ2MsktY+AUKIpYDyaTFKA1ujPpWsJnIOuRf+G7nn74a67wMARG8jVYa8boX5PF+r4OX9VR1oAx3IPPRDSG/er5NPggjwArTu7VANpVhdNGSGI/uxMfY7A0re+TbSD3wf8gfP6eSTMRZJ658HMTaAfmZASbK+wYqE/NkqEE1Dfs2DyD7+E50IVxWrjd590nye3xa8XtOC5z0BRXIpZJ/+T+Rf/p1OPnGcPhZJWcgb/m4+jx6q+KES81sBpfbsRPrBWyC9/ahOPokRgOOh7vsAqnFIB9hsij70I8uC508byZtfQ+ahH0De9IpOPhnEpbzuWRBVZqISHq0u11Tn/T6WqLK+/3j2TvPwG2H9IM4+FtED8CAHanwEBNRBgiEfM6DkTa8g8+itIKlecA1tiJ79FdRdfReEGYshcARnRz/Agy9tN0vZ+gV7/tMCD/OfKLGSe+keQFUgzFiM2MXfQd2nfwaE46iTe3FUaA/e29aLQZ8HtZ0H/LHfUWJFXv8CACC0+FwkPv5jxM7/BgBgsbYB9VyWiWp4pkXR4/wnpWMzMg/eoi9CwzFETv40Elf9J8JHXQAAkN55HIvn6P163fY+T6/NDjOE3OMqeIQQSB88h+xj/waSHQTfPAPRc/8JdZ+5C/yUeQZ58CwAgOc5m63Dn8XWlr0DAOBp+DhRJORe/DXyK/8EEBXi7OMQv+wmJD7574AQMskDqoBKZmTz+/QSfp6oq/37kHnoB1C2vQFwAsJHX4zEJ3+K6FlfAgBIHzwPImWM62OhCp73Gxp5+2qkH7oFWv9ecLEGRE77HOquvguhhWcCAKR3ngCg32c0C84PgsXKgPJ4LNJU5N+4H7ln7wKkLPgpcxH78HWo+8zPwTdNLSAP7Aoor3NFTAWUDxXwtGwS2af+A9LbjwIAxMNORfyjP0Di8n/VyYO966D27ARgEYh+EAeKqpnKjFaPM6DUru1IP3gz1D3vAUII4ROuQOJTP0P05E8DAKT3dfIA8NdW7udYJG18CZlHbgUZ6gZXP9ncf4jzTtB/zwiR6VcGFFEk5F75PXIv/hpQJWP/8V3UXXUnuHgTSGYAypZVTFTCo6SO1y4HLdWLzKM/NvYfHEJHno/Ex3+C+CXfBQAoO1ab1nKqzgoq4Y2PgIA6SGApoLxbaBFVQe6VP1jEysyjkVj+fYTmLwMnhhE+5hIAwEnRrYgoQ3jw5W2eXdtIKMh/mubNpq+QWOEQPm45Yhd8E+K0w8GF4wgv/hAA4OKG9dCIhuff3ufJdY0GPyrgFRMrsfP/H6Infxp801QIUxeCb5sPnig4K7oeW/YOoqPPv5DtVFZG94BOpM7xqI1GIlYSy29BePG54KP1CB15HiCGoXXvwKJoBzgAe7pS5qLZa/ihgNKJld8g/9ofdWJl3omIf+RfEJpzPDghhMjRFwMwyIO8vriyFuw+KaBoALlHBJQ21I3MI7fpqieOR2TZJxE9958gtM0HH2tAaOEZAABp7WOIhkXTbuLHYpRmQMU83tDIO95C5qF/hTZwAFy8CbFLvovICVeAb5gMcdYx4JunAXIWkkGUs1AFz0uSjmiaTqw89wtAzkFoPwzxy/8V4cPP1OezJR+2lAfdOwH4azGj5LKXCiiSS+nEirHxDS0+F/FLvgdx5hJwgojwkgsBANJ7z4AokqmAUlTieT+in+e1BU/t2YXMg7fo6kIxjOhZ/4DYmV+EMGmWfq/NOxEAIL2jt6GfxMFAKg9CAFHgUO9h5qO8+VVkHv2RcbA7BfGP/AsiR18MPtEMcf5J4BLNIJkByFtWArCKfviTAeXDWKQqyL3ye+Rf/p2x/1iCxEdv0fcfoYh5nynb3zTJAz+tnBlDserlWKSl+5F57CeQN7yIwv3HQn2PduT5AADpvadAiOZ7JTyqgPKyCp5yYJO+/+jeDkQSiH34OkRPuhJ8UzuE1pkQZiwGCIH0/tMAgBZbEHmAsREQUAcJvFZA6QPbj41TPA7h45cjdv7XwUUS5nPEqQsgtB8GARrOjq7H6+s70ekjeWDmP03zJv9JH9hutoiVD38DkeMuA8dZt2V48XmAGMEU0o3DQ/vxwlt7fZOZAxYBNcsDcoVagYqJFXHW0eZzOI5D5BidPDg9thlxLo8Va/a4fm2jgaqf2ppjnpyqDyNW5p6A+EduAt/YZj6Hj9abygNxw9Pmd/fBDn9UUKYCKubNQssiVl6ziJWzvwIuZC1ihFlLwDfPAOQcpA+eB+Bv1aBkWkJnv27BmedBMQRl7wfIPPgDaL27wEXrEbvoeoSP+nBB8HB4yQUAJ0DdvwFq1zZfg8i9DtgmREP+rYeRW/FzQMlDmHY44pf/K8T2Q83ncByP8JKLAADy+8+CKJK/VfAM9UrEI/UKkTLIPvOfFrFy1IcRu/gG8PEm8zl8vZ08eByAzWLmhwXP4yp4at8+pB/6gZ4ZJkYQPeeriJ78aXCC9fk6edACkh2EvGUlIiEBYcMC5zVJR63aUyfFPftMefubyDxyG0i6D1xjG+If+T5Ch55c8ByTPNixGtpgp42AUj1XidH8p5b6KHgPgtqJpiK36i/IvfgbQFMgzjoGieU3Q2idaT6HE0SLPHj3KRBN87cKnseWaS2bRPbJn1rEyvEfRez8bxTsPwrIg/d08uBgUkCpXduReegHFrFywXXD9h+hw88EQjFoAweg7nrX10p4kqya5KlXGVDShheRffzfQXJD4Ftn6fuPmUcVPIc6DORNr4DkUmYQeWDBGx8BAXWQwAohd/+ERunYohMrXduAcByxD1+HyLGFAxtF2FAenBrbjBhyeHzlTtevbzSY+U8zm1z/LOmD5/SBLZsE32IQKzOPHvY8LlqH0BFnAQAuqv8AmbyCl97Z7/r1jYRkWkL/kDcB5MOsQIZixU6sUAiHLAHfcghCkHFaZCNee++AL7YgwAog98J+p6V6hxMr5/wjuNDwHIrwUR8GeAHqgU04pV1fPLy/3Z8cKBpC7oUCStm3HukHbxmTWAEM8uAYgzxYtwJEyZsWQT9OjLcY6qfpkxKuWhUJIZDefQrZp24HyafAT56D+EdvgTjt8GHP5etaIR56EgBAWvs4phmbUj8UUHRD48VinSh55J67G9JbDwPQFSuxC78NPjb8HhfnnwiurhUkm4S86RVfq+Al00ZwvAcknTbYiczDPzStQNGzv4Losk+C44d/P3TOV3a8BXVgv69V3rzMgFJ2vYPMIz80rUDxj9yEkGEDsoMTRISPouTBkyCahgYfcqBkRcUbH3QCAE5ZPNX1zyOEIL/mIeSeu9u0AiU+8n0ILTOGPVdoPQTCIUcZ5MFT5venEWKG73sFK//J/U0xkTLIPn0H5PefAQCEj70M0fOuLSBWKEILzwDCcZDBDii73vZ1PvPywEDt24vMw/8K9cAmIBRF7PxvIHLspaPsP4w5f9Mr0LJJM3/J3wwo98cieevryDz2Y5DMAPjmaUgsvxniIUcNex4XjiFs7D+kd5/0tRIeVeyHRd718ZpoGnIr/4T8K7+3DnYv+x74huFFoITpR4BvnQUoEqT1z1sZUIECalwwSUBpmoa77roLp512GpYsWYLPf/7z2LVr1/gvDDAiDvSmzUnSbemivP1NZJ/4N4NYOQSJjw5njO0QDjkS/KRZCEHBedF1WPVBJ7r6vVdBeZX/RIiG3Kq/FFqBLhuZWKEIH3k+wIs4BB04PLQPz6zeDdkoj+wlqPqpvdXdAHJqUbCsQFcOU6zYwXEcwoYK6qz4RoTVNF56x3urIiHEVBW5bb9Te3Yh8/APxyVWKPi6FoQOOwUAsCT1KgD9WjXN29PiDbv6kckrEHjOPClyC/Lm15B98j+AfHpMYoVCnHsCuPrJILkhSO+vsJ0Ye78Y3bpvAIC7+U9EU5F/7f+Qf+M+gBCIh52G+CX/DL6uddTXhI++EAAHZddazIvo46UflfCyHlk6tGwSmcf/TQ9A5gVET/+8rljhR95IcbyoK8WgL9ijvFJwvV5hy94B7O5MQeA5zJ3mLhmudm1H5pFbdVtiohnxS7+H0Pxloz5faJkOcdYxAAiktx61hWx7b8HLeqSAkta/gOyzd+q2xKkLEV/+fQgth4z6/NDCM4FIAiTZBWXrSpOkS3rYRmu39CCTV9BcH8HhLldMJaqC3Iu/gfT2IwAM9dyHvzkisUJhkgebX4WY6zPVR7RAgVfoM9bWblfA09L9yDz6Y6h71+m2xA99DZHjl49IrAAGebDoHAC6bToR0Z/nbwaUu/eZsn8DMo/eBjLUY9oS7Yr5YghTF4KfPAdQJcjvPV2gpPMSiqqZa3pX19bGgVPuhf8GVBnCzCX6/qNhyqivCS0+F+BFqJ1bMIvTD7/9sOBRQqepPjLqOtcJEEVC7rn/MouJhI//qH6wK46x/zDmfHndc2iJ6WvqwII3PpgkoO6++27ce++9uPXWW3HfffeB4zh86UtfgiR5v0CZCHjgpe0gBDh6/iS0NrozSRLjJEo/vVIgzj4W8ctuGnNgAwwL1fGXAwDOiG3AIXwXHl/lPdm4fX/S9fwnfWC72zq9WnrFmMQKBZ9oRshYSFxZ9zpyqRRWfdDhyjWOBkIIXlyrkzpzXFT3aEM9yDz6I+P0KobYBd9C+Kjzx51wxDlLwbceghjyuCL+Jp57ay8U1VuS7p2tPdi8ZwCiwOGYw4aflDgFZe862+nV9HGJFYrw0ZcAQhiRvq04I7EN6ZxikopegBCCB17Sc97OOHqaawstQgjyax/TQzXp6dU4xAoAcLyAyHEfAQBIbz+MdkFXIQ2mvV9I0Pyn+S7Z74icR/bZn5vZc5GTPoXoGZ8HJ46tkBWapkE0yIV5ux+CABX7e70/MKBKQzeJA22wE5lHboPWZVgULv4OQgtPH/d1oQWn6yqoVC8Smx4DoBMdXo5Hj762EwBwypHtrlbmUnatReaxn+gWhUmzEF9+M4TJc8Z9XfjYSwGOg7LtdcxRtgPwXgGlacSy4Lk5Fr35N+Rf/V+AEIQWnI7YRd8GHx37gELPqNE3NblVf8GUqN42XrbRq0bV3VOObAfPu7jhk7LIPn2HpeQ9/RpDPTf29kRoPwzC1IWAqiD/yu8Rj+qksJcEi6JqeH29rhKb0uKeTVHt36cfOPXtARdr1EneuUvHfV1o8bm6hapnF6Z06FlQXh+odPRlTMKi0cWMLHnbm/qBk5SF0H6Yrp5rnj7ma/TDSz2LVnrvGUwhehaU1xY8e26pW1XwCNGQX/Vn/cAJQGjxeYid9w1wRrW70cAnmhFacCoAoHn9XxGC4kslPKoKd1NEQXIpZJ74dyg73wYEUSd5j710/P3H3KXgGqaA5IYwdedTAIC+gIAaF8wRUJIk4be//S2uvfZanHHGGVi4cCHuuOMOdHZ2YsWKFeO/QYACbN07iLc3d4PjgMvPnOfKZxBNQ37ln5B/3RjYFn0I0Q/907jECoU48yiIh54MHgSfqluJ1ev2oXsg68q1joRsXsGvH1sPADhuwWRX8p9ILoXsEz+1TtLP/jIix1xcMpMfOf6j4Oono5FL47L4W3jq9V2eqldWruvAO1t7IPAcPnzizPFfUAHUnp36Imtgv36Sftn3IM5YVNJrOZ5H9IwvAhyPYyK7MCe/GW9u6HTlOkeCrKi49/ktAIDzT5iJyU1jT+oVf87mV5F96g79JH3a4Yhf+r1xiRUKvmEyIkt1sveS6Go08yms89CGt3ZLD7bvTyIc4nHJybNd+Qyiqci/8gdIqx8AAISOugDRc74yLrFCIR56sm7tUBWcPPQMOGhYsWavpyd+kqyaxKAbAeRU1aPufke3S537NYSPPK/0sejkT4GL1kMcOoDzY++hfyjv6abmzQ2dWLOxCxwHLFs0unK0Gqhd2/TKSclOcPWTEL/sRojth5X0Wk4MI3r6NQAAccuLWBzvhqIS3PfCVleutRjb9g3igx26IuSik2a79jnS+r8j++xdpl0qfvF3C/KexoIweQ5CRkbNEV1PIsblTcugV3joFf1gLhoWzIBmJ2Gqeoysq/BxH0Hk9GtGtCWOhPBRH9atHfk0zpT+DoDgjfWdnhCZ/UN5fLBTV/OecqR79juaFaqHjUcQO///IWwUOxgPHMchevrnACEMdd8HOLteJzIffGk7NI9yoB57bSf2dadRHw/hzKOnufIZyoFNZiYW39iO+EdugjBpdkmv5WMNiJz0SQBA49YnMYUfxGBK8oxg0TSC3z65AbKi4YjZza4Vr5Heewa55+/WM7HmHI/Yhd8GF60r6bXirGMgzjkeICoWH3gUAlT0JXOeZYnJiobfGPuPxXNaIIxDvFYCokjIPf9LU9UTWfZJRE/+1LgkL0XkhI+BizcByU5c3vQeAG+t97s7h/DoazsAACctbnflM/TD79uMTN44YhdeXxLJC+iHl3TOj+x6DQvE/UhlZV+cKrUE5giojRs3Ip1OY9kyS8Ld0NCAI444AqtXr/bxymoPhBDc/6K+6D31yKmmf9fRz1DyyD33C8gfPAcAiCz7BCInf7rkgY0ietKnwMUa0S4M4rzIWvznX9/F3u6U49dbDEII/vD0RnQNZNHaEMHV5y9w/DO0ZBcyj9wKtXOLHjZ+4bcRmn9SWe/BhSKInvEFAMAp0S1oHNqGXzz0vienEP1Defz5OZ1c+chpczBjcmkTezlQ9ryHzKM/1sPGW2Ygftm/jGlRGAnCpFmmFe+KxJt4YeVG9HhEZD67eg+6B3JoqgvjopNmOf7+hBDk335EDx4lKsT5yxC7YGyLwkgILT4XfNt8hIiMTyZWYcWa3Xh3a4/j11sMTbPUT+ctPQSNLpxi6aqeuyBvfBEAh8jJVyG67BOjWhRGAsdxiJ72WSAUQ116Dz7evhN5ScV/Pfi+J4v2bF7Bb5/cAFUjaEyEHScydVXPrVbw6EU3IDTn+LLeg4/WI3LqZwAA50bXYYbQi0de3eHJxrgvmcP/Pr0JAHDxSbMxzwW1qrJzLTKP/Zul6rnsJghN5W0uxRmLzeD/zzW9iTBkPP/WXqxcd8Dx6y0GVT+dvLjdFSKcEIL86geQf/UPpnUz9uH/N+5JejEix38UfGM7wvIQPhpfjbc3d+PZ1Xs82fi9vr4DTxhK66vPWwBRcHYpXKzqiZ7+eUSO+0hZ1hGOFxE984sAL2BadgtOjO3Chl39+O2TG1wnWFauOwBCgMNmNKKt2R1lj9q/Xx+LeneDizUgfsl3x4xrGAl8YzsiJ+iHKmeRVZgspvHO1h489PJ2Ny65ALs6hgr6kBv5qvL21cg++VNAyoBvm6+7CurLU1eHFpwO4ZAjwWkKrq5fiWxewn/c944na8fn39qLrXsHEQkL+NwFCx23TpmRFq//BQAQWnQOoud8teQDJ8BwYZz6GXDReiRynTg/9h7e3daLv764zZOx6K9/34rdXSnUxUK45sLxlezlguTTeqTF9tXG4fdX9EzQMsBFEibBsoxfh7liJx54cZsnlZQlWcWvHlsPRSU4ev4knHaU84S42rvbZiNvQfzSGyFOLW8vKE47HKFFetXyT9WtRIyTPBcK1Bq8q/dYIjo6dGvR1KmFnWzKlCk4cMD9xRvLUBUVqcHBkp+/cVc/tu/tR1gU8ZHT5jp+PVo2iewzd+ph47yI6Fn/MGKoZingonWInPZZ5J69C2dH10NOi/jbn7bixJOPxZEL3DlZAoC3N/fgzQ2d4DkeX750seOBv2rXdmSf+U+QbBJcogWxC74FoWVsWfBoEKctRGjROZA/eB6fqluF53cP4re/24ILzzsBbZPGP1kSBR4CySM1mC1rs/jHp7cgm1cwZ2q9K+onaeNLyL/yB4BoEKYfgdi5/wQuXNmiN3zMpZC2v4X6gX24QH4GD/5+G2YuXIhlS4+AKLrDt6eyCp5euQ0Ah4+dOd/xnAOiKci/+r+QN74MQM++CC+9vCxihYLjecTO+ALSD3wfC3EAF6mv4e+PbMeexYtwxomHYbz1YaV9aO2WHnT2ppCIhvHhE5zvQ1pmENln/hNa9w4zBDk057iK3ouva0XkpE8i//LvcJL6BlKNMrYk6/HnRwk+fu7h47ZRpehN5vA/T+1AR18WAs/hijPnObpgVzu3IvvMnSC5IV3Vc8G3wDdVtpgLzV0KZe4JULa/iavrXsXf3+/Db3ZtxEXnHo/mxvGJiEr6ESHAH57chIwxFl1yyuyKrn0sSOtfQP61/wMIgXDIkYh96GsjhvqXgsiyT0DZ8x5C6V5cP/NtPNHRhqefHURb4kS0uWTX2d+TxvrtXeA5ERed7AIRrinIvfw7KJtfA6CHIIfLJFYoODGM6JlfRObR23BCZDv6tQTefXkfhroOw3mnLHBtLDrQm8Hvn9wIALjgxJmOn6hr6X5kn74DWu9uXdXzoa+VTaxQCK2HIHzspZDWPIRP1K+GSGQc2NSJRyMyPnTibEevm4IQYPX7uwAQnOLCZg8AlI7NyD5zJ5BP65XuLvjWuHENoyG0+FwoO94COjbjm9NX4/4Ds/DOm304pAE4Yu746uCKxiKN4P+eWA+NEBy/YDKOX1jZtY8Fad0K5Ff+GQCBOPtYPa6hDGKFQj9UuQbpv92ImVI3rqxfjXe6p+NXf+rDVRcfi5hLNuaBIQkPv7QZAIePnzUfk0qYF8oBUWXk/v5rKNvfBACET/g4wksuqGgs4mMNiJx6NXLP3Y3zYh8gqcWw+a1O3Jvqw8Wnubcu2rx7AM+/tRsAjy9cdLgZYO0UtFQvsk/9DFr/Pj3S4rxrIU4/oqL3EmcuQWjBaZA3vYJP163Eo505/M/vduPic4/FrKnuZVU+tnIX9vek0JiI4HMXOk9iKvvWI/vszwE5C755BmIXfBN8XUtF7xU54WNQ9ryPpmQnrkysxGuv92D/ju34yLlHjVt0JxKLQxTdzZFjDRzxumbpOHjkkUdwww03YMOGDeBtKpobbrgBXV1d+P3vf1/2e6qqhmTSO0uX0xAEHvF4CG/92z9iMsornZ7WwuicfCKOufST4GPOyV/VwU6kHr8d2mAnuEgCiQv+H0LTqlcPpVf8EtKWVQ5cYenoVBuQnHUmll54aUUT/GiQdq5F+tlfAIoEYdJM1F30LfCJ6sI8iZxD8r4boSW7HbrK0rBVaceMMz+K9iNPqIj4GAmEEORWP4TcmocBAOHDTkH8rC8UlKSuBErXDiQf+AE44p38VSE8toqH4vjln0ZoymzH3pfIOaSe+S8ou98DOA7x0z6DyOJzqn7f3DtPIbvyLw5cYelIaREMTD0Bi877KPj60myDpUAdOKCPRclucNE61F14HcT2Q6t6T0IIUo//FMqedQ5dZWnoVBvwNhbhhIsuw/y5zhHv0o63kF7xS30smjwbdRd9s2S71GjQskkk7/1nkKx3OWKAPhbNPO0iTDnqlKrHCgpCCHJv/A25t/XMpvDhZyB++merfn959/tIPf5TJy6x9M8kPPbHF2DRuZdBnL7QufFayiL19M+h7F0HcDziZ1yDyBGl2aXGQmblX5B/5ykHrrB0pLQIdsYWYdmlyxGa7BxRp/bt08eiVC+4WAPqLvomxCnVHf4RVcHQg/8KtXunMxdZIrrUBkw74UNIHHEq+PpJjr2vtG010s8ZIcht81B34TerXpuqg51I3ncjoHhr49yhtmPuKeei4Yhl4+Z6lQpCNGRX3Y/8O08CACKLz0Hs1KvLdhUUI7/hZWT+/hsnLrFkSETA3tBsLDrrfERmH1NyLMd40PJppJ+6C8r+DQAvIH72lxA57OSq3zf17C8gb33DgSss4zO1CPqaDscRp38I4vQjHJvT1N69GHr8pyDpfnDxJtRd/G2Ik6o7/CP5DAbv+x5Iqrx9aLXoVusRnXc8ph1zCoT2Qx0joaQtryP9/P8Amgpx2gIkLvh/4Mt0FRRDObAZQw/dBqA8aiVDIqj7xG2YfegcJJNZqB5n2DqFhoYYhBIVxcwRUM888wy+/vWv491330U0arGB3/jGNyBJEn75y1+W/Z6EEFdT872Aqqp449+/jnatsvBpTgyj8YSL0XzmlVUvSHP7NqPj/h9DyyQhNk5B+ydvRHjS8FK5lUBTJAytfQ65vZvQs2MzIplu8Jw3XVRINKHlnM+g/sjqF9XJt55BzzO/AYiG2NwlaPvo9eAjzpwAKcleJNc+i8z+HRjYtQVxNenI+5aC0KQZmHzJtYhOm1/V+xBVQfeT/43Ue38HADSdcjmaz7jSsfs0t3cjUutXomfHZmg9uxGFd4GA0dlHou0j10FIVHcqpKT60XHfjyB1bAcnhjFl+TeROKw0T/p4IERDat3LyO78AP27tgAD+xHiPKr8wvGoX3I2Jl3wD6NWEysVub0b0XH/T6BlhyA2taH9kzch3OoMcaPlMxhc8xSkju0Y2L0NQrobLmbxFoALRdBy1qfRuPSiqt9rcM3T6H32Hn0smncM2j76LfBl2qVGg9S7D0NrVyC9fweG9u1ATPMuF0JINGLKR65DbPaRVb0PUWV0P/FLpN5/CQDQfPon0HTqxxwbizJb3kJ60xvIdu1G5sBOhOFdeGto0gxMvfJfIDZURyAoQ336WNS5A1wograPfgvx+ZUpDItBVBnJt55Bbu9GDO7dCSQ7IXLeLb5j845F+8e+U/XGL7dngz4W5VIItUxF+ydvQqjZGXWVMtSPwTcehdS9G4P7diGc73fkfUtF0ylXoOXMK6t+n8HVT6D32d8BIIgfuhRTll8H3iFSIrd3I5Jrn4Pcuw9DB/YgrHl46CyIaFv+TSQWnFjV2xBFRtfj/4X0B68CAJrP/DSaTl7uyFhECMHQO88hs20tsl37IPUfQAjeVXsTEo2YevUPEW6tzAFAoSR7ceDeWyF37wYXjqHtiusRn7PEkWvU8hn0v/YApI7tGOrcBy7dB8Gj/QcAhNvnYtpnbq36nsju+gCdf/0JtHwGoUkz0P7JGxFqdEalJ3XvxsDKh5DvPYBU135EVG8r4tUf/SFMvugfq36fgTceRd9zfwAAJA4/CZMv/Tp4hwQIqQ0rMfTuC8j1dSHf31XSnJ8kccz80n+gpc15NSWrYI6Aeu+99/Cxj30MK1aswMyZFlt75ZVXYuHChbj55pvLfs+JoIBqaIhhYCANKV/OCQ+Btvtd5Nc+bp6exc/6AiKHV06wSNvX6KdXDp6kjwVVUaFpLk6SigR1y6vIvfu0zurzAho+fmvFNjlCNORe/xtya43g0YWnIX7GNY6daowERZFBSvAZ035ULrvOZQchrXsO+fV/B+Qc+IYpaPjkjypWi5F8Bqln/0tXl3A84qd/FpFFZ1X0XqVA0zSoirv5PaRvN6T3n4W8bTWgqQgdugx153614vdT+/Yh9cR/QBvqARerR92F34TY5k4RAQBQNRWaMv59VmkfAgi0ve9Den8FlH0bAED/3qtQcxWcpE+Zq5+kx92r0Oj2WMSpeSjb3kB+3fPQ+vYBHIf6K34AcfLsit6PEA3Z1/+K/NonABiqnjM+VzXpNxYUWUIpK4pqxiJ50yvIb3hJP9lNNKPxyp+UnT9EQfIZpJ75OZS9H+hj0ZmfR+Tw8SvdVQpPxqL+vZA3vgxp80pAziE062gkLryu4k2sG6qeMT/P7bGIaCAHNkDa+CrknW8DmorYSZ9A9JjKyV5p25tIP/c/hqpnPuouvM5RxXkxVEWBprlH0nFqHuqudyBtetUcr+uX3wRxamlB/MXQVT33mUq38KKzET/talfHIrnEqtmVj0VJKNvfhLT5Nai9e8BF69HwqZ9UrIQi+QxST98FZd96XdVz1hcRWXBKRe9VCrwYizC4H8q21chvfg0k1Qdx2kLUXfbPlY9FvXsx9PjtIOk+Q9XzLYiTnLcam5+nqtBUd8cidG+DvG01pC2vg0gZRI+7FLETr6j4mqWtb+hjkaZAaD9UH4tKDGSvBKXuPyoFp+ah7dsAecfbkLauAghB3UXfQmhWZaQjIRqyK/+C/Lt6NfLIkechduqnHFMKD/88AkUen4DiRQHhUKjC9TU7qGkFlCRJOOmkk/Dd734XH/vYxwAAyWQSp512Gn70ox/hoovKXySoqoa+Pm9ZWichijyamxPo709DqSBVnxACae1jkNY8qAftffzHJVeIKHiPd5+C9OZfARAIhxyF2Ie+WnE+BmsgmoLssz+HuvtdCNMOR+yiG8qeJImS1z3pO9YA0KvehI+9jBn1XdX9KJdC+m83gWQGED5+OSLHXlb2e2jJbj2rp3+fkY/xVYgznTm9YgFq13ZkHv4hAILYxd+BOK38UEll7zpkn/sFIGXBNbQhfmHl+RhOo9o+BNBsiz8B4RgSH/8J+Hh5SjF9LHrSGIsAYebRiJ3zj47J+/0GIQS5538JZfub4KfMRfyym8peHA0bi47/KMLHXDJxxiJFQvqvN4IMdSN05PmInlS+OkMfi+6A1r9fH4vO/SeIh1SnpmIJav9+ZB74F0BTET3vWoRml69YKhiLqszqcRpOjEXypleQe+keQAwj8bEflW0108eiJyC9+Tf9mmYfi+jZXwYnToyxCAByL90DedMr4JtnIH75LSVX8aMgSh65F34FZedbAIDw0isQPvqiiTMWaQoyD9wCrX8vQgtOR/SMz5f9HlqyW88NG9gPhKL6WDRjcdnvwyq0oW6k/6pbJKNnfAGhBaeV/R7KnveRfe5uPaunaSpiF3zLUWtoNXBkLNrxFnIrfg5wAuKX/wBCS3muEkIIpHeegLSajkXHGWOR8+H4fiG36i+Q338GXF0rEh+7rez9Z/FYFDnx4wgdVVlumBtwoh/5jZaWRMkEFHNV8MLhMK666ircfvvteP7557Fx40Zcd911aG9vx7nnnuv35dUkOI5D+OgLwTdPB8kNIW+UKC8VRFWQe+m3kN68HwBB6IizETv/GxOGfAKMijMnXwUIIaj7N5jBhqVCLyf8E33DxwuInvnFsqvesA4uWoeIsdGT1j5edg6V2rEFmYf/FVr/PnDxJsQv+ecJRT4BgDBlLkJH6Gqu/Gt/BNHKO2GU1r+A7FM/A6QshPbDEP/ITcxs+JxC6IhzwE+aBUhZ5N+4r6zXWmPRX833ip137YQhnwCjKs9JVwKhKLSu7Wb4fKnQMgNFY9GXEDn20ok1FolhRE+5GgAgr1sBtXd3Wa+3xqL9+lh06T9PKPIJAITmaQgfdQEAIP/an0DkXFmvHzYWXTbxxiLxsFMhTF0AKBJyr/1fWVWvrLFI3/CFFn0I0Q/904QinwAgcuInwEXrofXvhfTe02W91hyLdr5lFqqJHHPxxBqLeFGvnApA3vQylAObynq9ORYN7AeXaNbXRROIfAIAvn4yIsctBwDkXr8XWra82Ahp/QvIPn0HIGchTF2A+KU3MkM+OYXQnOMgzjoGICpyr/wepIwMU3MsMsin0OJzEf3Q1yYU+QQAkeOXg6trBUn1Ir/mobJeO2wsOvvLCC+5cEKNRbUG5ggoAPj617+OK664AjfddBOuvPJKCIKAe+65B+HwxLqZvATHi4jQBfuGF6F2lVamVssNIfvkT6FsfgXgjNLmp37GVem0X+AbJiN8zMUAgPyqv4BIpdk21Z5d+gKiewe4SJ1e2vywU928VN8gzj0BwrTDAVVGftWfS36dvGUlMo8bpc1bZyG+/GYIFVqLWEfk+I+Ci9RB698Hed3zJb2GaBpyK/+M/Kv/CxAN4qGnIHbR9Y4Fm7IEjucRPfWzADgoW1ZC2b+xpNeRXGqEschdG4df4BPNiBz/UQBA/s2/lrxgV3t2IfNQ8Vjkno3DT4gzj4I453iAaMi9+r8lL9jlrauQecIYiyYZY9Gk2e5erE8IH3sJuPrJIOm+khfsw8eikyfuWMRxiJz2WYAXoO5+1zwZHw/DxqJTrkL0lKuqDopmEVy0DpFlnwQASG89Ci3ZVdLr1N7dhWPRxTcgdGj1QdEsQmg/FKHDzwQA5F/5PYhaWs6bvPV1ayxqnYX4R74PwUVLmZ8IHXku+NZDgHwa+VWlFUAhmobcqr9YY9FhpyB24bfLdnDUCiKnXK0fPHVuhbzhxZJeo49FtxeORSd/emKORaGosXYE5HXPllyYQe3bM3wsmn+Si1caoBQw2UMFQcD111+PVatWYe3atfjVr36FGTOcCbk+mCFOWwhx/kkAiH7aN06GgDqwH5mHfwj1wCZdFvzh6xBe/CFvLtYnhI+6AFzDFJDMAPJvPzLu8+WdbyPz6G0g6X7wTVMRX/59iFOrrwbIKjiO0ydJToCyay2U3e+O+XxCNOTXPIjc338FaArE2ccifun3qq4GyDK4aB3CJ+r24fxbD0HLDIz5fCJlkX32TsjrngWgWxSiZ34RnDB22dZahjBlrrVgf/V/QdSxlWLawAGkH/7Xg2osCi06B3zrTH3B/sb94z5f2bUWmUd/BJLuOyjGIgCInPxpa8G+6ZUxn0sIQX7NQ8i98D+AaoxFl0zwsUiMIHrKVQCoUmzPmM8fNhYd/1FEz/zSxB6LmqYhvORCAEB+5Z9A5LELVmiDHUg/UrQuWjSxxyLx0JONgycJuZV/Gvf5yu53rLGosV0fi9ory4+qFURO+Bi4WAO0gQPjKsUIIci/9QhyL/y3PhbNOmbir4t4EdHTrgHAQdm6atyDJyLnkFvxc8jv61k94eM/iugZE3tdxNe1ILJUz3/Kv/FXaLmxK8xqg51IP3Ir1AMb9bHo/INgLJp5FMR5ywBCkHvtf8dVrSq730PmkdsOqrGoVsAkARXAPUSWfQIIxaB174C8aXRrh7J3HTIP/xAk2QWufhLil/0LxEOO8vBK/QEnhhE9+dMAAPn9FVD79o34PJpDk3v253og+/RFE9KiMBKE5mkIHXkeACC38k8go5Q+Jkoeuef/G9LbjwIAwksuRPTcf5pQdqnREFpwGvjJcwE5h/zro9vMtKEeZB69DerudwEhjOiHvjbhLAqjIXLCFbq1Y2A/5A9GV4op+9YjXTAW3XRwjEW8gOipnwEAKJtfHVW1SgiB9N7TyD5zF6DkD6qxiE80m9YO6c2/gUiZEZ9HFAm5F/4HknGocDCNReLMJRBnHwcQDfnX/zLqgl1L9SLz6I+MsSiE6DlfnXDWzdEQPoYqxfohvffUqM9T9m/Ux6LBTnB1rQfPWMRx+ljEGUqxfetHfB4hBNL7zyL7zJ2AnIMw7XDEP/IvB8VYxEUSllLsnSdGVa0SRULu77+C9JauSAwd9WFEz51YNvLRUHDw9Mb9o49F6X5kHv0xlF1rAUFE9Jx/PGjGotARZ+sHT3IW0jtPjPo85cAmpB/+V5DBDnCJFsQvvRHizIk/FgFA5KRPAmIYWtd2KLveHvV50gfPI/vMHQfdWFQrCAiogwx8vAmRpTZrRxHDToiG/NuPIvvkfwBSFnzbfF0WXGFVuFqEOHOJ6cXOj5ALQaQscs/9wlAlGJlYF3wTXCThzwX7gMixl4KLN4Eku0ZcsGuDHcg8/EM9S4sXED3jC4ic+HHXKk2wBo7jDeWBcdo3Qi6Esud9pB+8GVrfXnCxRsQv+S5Cc5d6f7E+gYskED7BOO176+FhC3ZCCPLvPIHskz8FpIxtLDp41LBC23yIhoUut/JPw8ciOYfcC/+D/Ov3AiAIHX4mYhdcd1CNRaHF54BvbAfJDUEyqo/aoSW7kHnkVijbXgc4AZHTrzmoxiLAOHjiRaj71usEUxGUvR8g88DN0Pr2gIs16GPRvBN8uFJ/wIlhRAzVqvTuk8NUqybJ+8S/A/m0XhzgIBuL+KapVr7h6/cNs7wSJY/ci7/WrfmEILTwdMQu/NZBNRaJ85fp+YZyzjx4s0Mb6kHmsR9D2boK4HhETvscoss+OSHtUqMhfNxlgBiB1r3dLJJhh7J/AzIP3gytdxe4aD3iF38XoXkn+nCl/oDjeUSMdZH8wXPQUr0FvyeEQFr3HLKPG2PR5DmIL/8+hNZD/LhcX8DHmxBerB+CS6sfGObmIYqE3Mu/Rf61/wMIgXjYaYhdcHCNRbWAg2fUC2AidMTZ4Ft0LzYN8wUAkk8j+8ydkNY8CEC/aeMX3QA+5l5pc1YROflTeiD5gY1Qtr1hPq7270PmoR+YAb+RU65C5JSJmUMzFrhwrDCQfMgKJJd3voX0gz8wiJUGPYemgqontQ5hylyEFuol3fOv/R+IppfzJURD/q2H9YBf+wLCxdLmrCJ02GnGgj1rBmgCAJEyyK34uT4+EQLx0FMO3rFo6RX6gr1rm75xMaBbpP/VIlZO/jQip3627CpVtQ6OF/UTUQDS+88WZNQou95B+sFboPXuBhetR+yibyO88Ay/LtU38A1TEDZUq/nX7zWLIxCiIb/2MWSfuh0kn7JyaKbM8/NyfYE4Zyn4tvmAIkFa/aD5OJGyyD1/t07yEg3i/GWIX/zdsqt3TgSEj7tMV9D37oKy9XXzcW2wE5mHb4WyZaWeQ7PsE4icds3BNxZxPCInfgIAIK//O7TBTvN3yt51+oFT9w4gkkDsgm8hbKiBDibw8SaEj/owACC/+gHbWKRX2s4+8VOQbBJ8ywx9LGqb7+fl+gJhxpEQpi4EVAXSWw+bjxM5j9zff4X8yj8CRIU4dynil3wXfLzJt2v1C+ElFwCRBLT+/QXrIt1V8CO9eAvHIXzCxxA94/PghINrLKoFBN/IQQiOFxA59TPIPnob5I0vQ5x/MrTe3ZDWPgaSGwIEPbD8YFyoU/D1kxE+5pL/396dR0dVHnwc/97ZEiABEiABQVbZV5F9scgmQoss4oKoWBHFIuh53RAUlyriwsFKXdBaKUdr2VqslKhANUiQiKCyJCxhCQgCISwmQCYzc98/hoyERgXvnUwm+X3+siHJeS7n22cuzzzzXLzrl1Dwxfs4kxrj3byCwq2rIODDqJJIpf73VMgXxyKuxl1wZnyK/0AGBWnv4ek8Au+XS4LbpgFn7WbE9ptQrs81+CWeLtdRuHs9gdz9FG5dhSO+JgXr/0ng7FO73K36EtP9pnJ9rsHPMRwOYnqMOTsXrcbdrDf+nL14v/4Q89RxcLiI6XEz7pZ9KsT2+5I4qiQE56IvF1GQvhBnclO8W1dSuGUV+L0YlasT2/8PuGo3jfRQI8Z5aXuc9drg37+Zgi/+gafTcLwbluLb9SUAjqQmVOr/BxxxiREeaeR4Lv8thdtWEzjxPYVb/4ujahIFXy0lcCT40U538yuJ6Tmm3D056UIZhkFstxs5tfSPFG5bjbtlH/w5e/B+vQwz72hwkbf7Tbhb96u4c1FsPJ7Lh+BNX0TBl4tx1mlO4dZVeLeshMIzGJWqEttvAq5LWkZ6qBHjqtvqx7noy8V4Og7F+/Wyswt2Jo5ajYJzUTl7itvF8LQbROHWVZgnvqcwMxVHfE28Gz/E//12AFyXdSf2yrHl7omSF8owDGK6XBeci7Z/jrt1/7Nz0X8wTx4K7p7rej3utldX2LnIiKmCp/1gvOkLKfjqnzjrtqIw41O8mz8B7ymMmDhi+91d7p4oWZ4Y5sU8dzZK+f0BcnPzIz2MX83lcpCQUIVjx/Lx+S780Zy/5PSnb+Hb/nmxrxnValOp393l9qlAF8P0eclf9Fhwwj+H89K2xPa5M+p2Y4SjI/+x7zi16HEw/T9+0TBwt706eMZPBXsHtCTerauCT3E5lzuW2J63RN0TysI2F616vdg76gBGfC0q9ZtQIXeGnc/0eclfOBXznJ2GAM66rYi96q6o240Rlrko9ztOLZ4GxW5pDNyt+xHT7Ua9A8q5c5EBnP17cnqI6Xlz1L3hFLa5aMWfzy5c/vh3ZFRJDM5FFXiRt4jp85L/j0cw83M59+8oWt9wCstcdDSbU4unE/r/2FnuFr8hpsfNFXaR91zezZ9QkPYuxeYihyu4yNuqb1QtrIRtLvr4leCTOQ0j9LpmVKpGbP97yv0DRi6E6Ssg//2Hg29WnvN35KjViEoDJuKIqxHZAV6kcHVUmhITq+B0XtiH63RHVoHFdL0e354NwdXiytXxXDEMd/NeWjQ4y3B5iO15c/CjUgQntZjOI3HWbR1VL47h5Eyoi7vtAArPPvXF1bgLnk7DcFa/JMIjKzvcLfpQmJlKIGcPOD142vTH035wuX2U8K8R0+XsXOTzYlRJxHP573A3761Fg7MMl4eYbjdw5pM5wNm5qNNwnPXaai46y5lYF3fLq4K7VDFwNe6Mp+PQCnVOzy9xt/hN8FyRYwfA5cHdqh+edoOibgEznGK6jMK3Z2Nop7On/WDcLa7UosFZhstDTOeRnPn0TYp29MRcPhRng/YV6ly1n+OsUR9Xsx74tq8BDFyNrsBz+W/1xu453C2vwrvp4+CbKq4Y3C374Gl7dYXepXo+T+eRwUO2TTM4F7W9GnfL32C4YyM9tDLBcMXg6Tg0+KaKGZyLPO2uwdXoigp3LEo00g6oKBDOVVF/zl4CuftxNe6sG6yf4Nu7EQwHzkvbRfU/9sLVken34duRhqNWQ5w16tv2e8uTwKnj+PZswNWwY1R/Xj+sc9HhXQROfI+rUSfNRSUwTRPfnq8w3LFRvwgetrnI56VwRxrO5KYV6sEZFyOQdxRf9re4Gl0Rdbt4zxXOucj3/XbMvNzgP2Qq6Mejf45pmvh2pWPExuO8pKXmohKYhQUU7liDs04LnAl6Q64kgROH8B3MxN3wiqh+Qy6sc9GBDMzTP+Bq2FFvyJXANAP4dn6BUSURZ53mmosi7GJ2QGkBKgqUhygl8tSRWKWGxA7qSKxSQ2IHdSRWqSGxQ3no6GIWoLRfVkREREREREREwkoLUCIiIiIiIiIiElZagBIRERERERERkbDSApSIiIiIiIiIiISVFqBERERERERERCSstAAlIiIiIiIiIiJhpQUoEREREREREREJK8M0TTPSgwg30zQJBKL7Mp1OB35/INLDkCinjsQqNSR2UEdilRoSO6gjsUoNiR2ivSOHw8AwjAv63gqxACUiIiIiIiIiIpGjj+CJiIiIiIiIiEhYaQFKRERERERERETCSgtQIiIiIiIiIiISVlqAEhERERERERGRsNIClIiIiIiIiIiIhJUWoEREREREREREJKy0ACUiIiIiIiIiImGlBSgREREREREREQkrLUCJiIiIiIiIiEhYaQFKRERERERERETCSgtQIiIiIiIiIiISVlqAEhEREduZphnpIYiIiIhIGaIFKBERAWDTpk3k5eVFehgSxbZs2cI777wDgGEYkR2MRK1AIBDpIYiIiFime+v/pQWoCMrLy+M///kPx48fj/RQJErl5OSwZMkSvv32Ww4dOgSAz+eL8Kgk2hw6dIhx48YxatQosrKyIj0ciUKHDh3i7rvvZuTIkaxduxbQDii5OEePHuWDDz4gMzOTo0ePRno4EsW8Xq/mH/nVdG8tdtC99U/TAlQE/fvf/+b5559n/fr1kR6KRKE5c+bQv39/3n//fe69914mTJgAgMvlivDIJJo888wz9OvXj7i4OD777DPat28f6SFJlJkxYwZ9+vTB7XbTv39/EhMTAe2Akgs3d+5cBgwYwMKFC5k0aRI333wz33zzjXZCyUVbu3YtDzzwADt37oz0UCQK6d5a7KB765+nBagI8Pv9AOzYsYPvv/+elStXsn//fkDvGMuFSUtLIyUlhddee413332Xxx57jO+++44PPvgg0kOTKOH1epk9ezbz58/nvffeY/bs2SQnJ0d6WBJF/vvf/9KmTRu+/PJL3n33XV555RVyc3NJSEgAfnytE/k5mzZtYuHChTz//PO88847vP/++9SvX5/p06eTlpYW6eFJlCiab/bt28eKFStIT0+noKAgwqOSaKJ7a7FK99YXRgtQEeB0OsnNzeWLL76gdevWrF27ljVr1gB6x1guzD/+8Q/q1KlD9+7dcbvd1K9fn/j4eNq0aRPpocRs9Q8AABbeSURBVEmU8Hg8XHLJJXTs2LHY1vKcnBy8Xq8WD+Rn+Xw+srOz+eMf/8iSJUvo2LEjfr+fSpUq4fV6geBrncgv+ec//4nD4aB3794EAgESExOZMWMGe/bsYcGCBRw+fBjQG3Tyv85tomi+WbduHYFAgAULFrBjx45IDU2iwPk7LHVvLb/GuR3p3vrCaAEqzPLz89m3b1+xw8dM0yQ1NZWEhAQWL15M06ZNWb58OZmZmaE/FylSUkOtWrWiZcuWQPAsseeff56DBw/y+OOPM3XqVJ2fIf+jpI7atm2L1+slKyuLkydPMm3aNG677TZuvPFG7r//fn1mXYopaujkyZO4XC5uu+02hg0bFvpzp9PJ0aNH8Xg8gHZAyf8qaR5yu904nU5iYmJwu92cOnWKWrVq0bhxYzZu3Mgnn3wC6A06KS4vLy90hmrRP/TWrl3LunXrmDVrFtnZ2SxdulSH/0qJ8vLyOHHiBEDoTZPWrVvr3louSkkdtW/fXvfWv0ALUGH05z//mb59+/KHP/yBG264gc8++wy/349hGBiGwejRowG488472blzJ6tWrcLr9eomS0JKaigQCDB69GgmTpwIBLcMFxQU8OKLL9KjRw+WL1/OM888w4EDByI8eikrfmouatmyJUlJSSxevJhnnnmG/Px8Jk6cyLBhw9i8eTMzZsxg27ZtgBbGK7pzG7rppptCcxEE3/0r+u9WrVqFzl7RDig5V0nzEEDTpk3xer0sX74cgMqVK5OTk0PNmjVp0KABX3/9NTk5OZEcupRBjzzySOh8nqK5Zvfu3fTs2ZPBgwczefJkFi1axDfffBPJYUoZdW4/brcbgBEjRjB58mRA99ZyYUrqqHnz5tSpU0f31j9DJ6qFybJly1i2bBlPPfUUiYmJzJs3j5deeolt27Yxfvx4rrnmmtC7xF26dOHKK6/k448/pmPHjnTr1i3Co5eyoKSGXnzxRXbu3Mkdd9wBBCeugQMH0qNHD+Li4gBo0KAB06dPZ/jw4VxyySWRvAQpA35qLsrMzOSuu+5i/Pjx3HjjjcTExDBz5kxq164NQKNGjXjyySfZtGkTzZs318J4BfZTDe3YsYNx48ZhmmboH4CmaeL3+ykoKMDj8agbAUpu6IUXXuDAgQMMGzaM1atX8+ijj7Jt2zaqV6/Oa6+9xi233EL9+vV5+umnefDBByN9CVKGFBQUsGfPHnbu3El6ejpdunQBoHfv3vTr1w+AsWPH8t577/Huu+/StGlTkpKSIjlkKUPO7efLL7+kc+fO+P1+atasCejeWi5MSR0VFBQQExPD+PHjGTVqlO6tf4J2QIXJv/71L9q2bcvVV19N586dee655+jVqxdvvvkmu3btwuPx4PP5KCwsBGDy5MmcPHmSjz/+mGPHjgEVd1VUgkpqqHfv3rz++uvs2rUL+LGRohdIgCFDhhATE0N2dnZExi1ly0/NRW+99RZZWVl06NCBIUOGMHr06NALJARv5J1OZ2jngeajiuunGnrjjTfYtWsXTqcztPW8Z8+ebNiwAYfDgWEY6kaAkhu68sormTVrFkePHmX27NmMHDmSr776ivnz5zNhwgQmTpzI0KFDcTgcoSMKRAAyMjI4fvw4DRo0YNq0aaGv161bl+Tk5NB89Pjjj7Nq1SrWrl2rJypKyLn9TJ06FSi+Y7doUUD31vJzSuooJiaGQCBA/fr1ufbaa3Vv/RO0ABUGXq+XmJgYqlevHvpaXFwcI0aMoHHjxkyfPh0IPtLT7XYTCARITk7mhhtuYM2aNaxduxbQeQcV2YU25HA4yMnJCZ1xYJom27Ztw+FwFJvwpGL6uY4aNWrEU089BcBLL73E1VdfHfoev9/PwYMHAahVqxag+aiiutC5qGhHb8OGDalZsyYffvhhJIYrZdAvzUNTpkzBMAymTZvG/PnzWblyJWPHjgUgNTUVp9NJnTp1IjN4KXPOnDnD22+/TadOnZg+fTpHjhzhnXfeAX48DNjj8WCaJr169aJnz57MmzdPCwcC/Hw/5x4affToUd1by0/6uY4AqlWrxsyZM3Vv/RO0AGWD81cvPR4Pfr+frKysYucWNGnShDFjxrB582ZWr14NEDoTCmD8+PF4vV4++OADcnNzS+8CJOJ+TUOff/45APPnz2fy5MlkZGRw+PBhFixYQL169bjiiitK9Rok8i6mo1tuuYVvv/2W1NRUAD766CMmTZrEzp07ycnJ4S9/+QuVK1emV69epXoNEllWXs8geFPVpEkTNm7cyOnTpyvszVVFdrHz0ObNm0Pz0MaNG5k5cybZ2dmcOHGCzz77jC5dutCgQYNSvQYpG0raHRAbG0tCQgLXXnst7du3Z+TIkbz88ssUFBTgcrmKnU0H8OSTT5KZmcnSpUs5c+ZMqY5fIutC+hkxYkSxfkzTJC8vj/fee0/31gJcfEcOhyP0EJYVK1bo3roEWoD6lb755htSUlKA4quXRcHdeuutrFmzpti2ccMw6NChA926dWPhwoVAcMunYRj4fD4Mw+C5557jgQceIDExsRSvRiLBSkNdu3Zl0aJFQPBJZllZWdx3333cdNNNbNiwgenTpxd7t1nKL6tz0eLFi4HgXLRu3TruuecebrzxRtavX8+zzz5LcnJyKV6NRIJdr2cAycnJXHrppXz++ed6BHoFYrWhotezqlWr8tFHH3HPPfcwZMgQNmzYwL333hvaYSfl30+1dK6pU6dy1VVXUaVKFYYPH0716tV5+umngR//seh0OvH7/dSrV49rr71W81EFcbH9jBgxolg/hmFQpUoVWrZsya5du3RvXUHZ0REEF8J1b10CUy5Kdna2OW7cOLN58+bmzJkzTdM0zUAgUOx7vF6vaZqmOXr0aHPMmDHm0aNHi/35Cy+8YP7+9783f/jhh9IZtJQpdjU0duxYMy8vzzRN0zxx4oS5d+9ec8OGDaVwBVIW2NlRfn6+aZqmeeTIEXPbtm3m+vXrS+EKJNLsfj3z+XymaZpmTk6OmZqaWgpXIJFmV0O333576J7o0KFD5qZNm8y0tLRSuAIpKy6kpaI5JhAImH6/3zRN0ywoKDD/+te/ms2bNzd37NhR7PuKvkfKPzv7Kfoz3VtXPHZ2VPRzOTk5urc+j3ZAXSDTNJk+fToDBgwgJiaGNm3akJCQAPy4yln02eGixzA+9thjrF+/ng8++IBTp06Ffpfb7Wbv3r3ExsaW8lVIJNnd0L59+4iJiQGC7xrXr1+fyy+/vDQvSSIgHB0V7S6oWbMmzZo10xbzci5cr2dOpxPTNKlRowa9e/cu5auS0mR3Q9nZ2aF7oqSkJNq0aUP37t1L85IkQi6mpaKDog3DwOFwYJomHo+Hfv360b59+9C5hkXf53DonznlXTj6KepG99YVRzg6Kvq5GjVq6N76PJqZL0DR01syMjJYtGgRc+bMIScnJxRm0efMXS4XAAsWLGDEiBEkJiYyYcIE/va3v7Fw4UJ++OEHjh8/TkZGBkOHDg19v5R/akjsoI7EqnA3pDOfyj/NQ2KXX9PSddddF/ooZ9F8U69ePcaOHUt6ejrLly+PwJVIJKgfsYM6Kn16tf8Fp06dYsuWLcycOZMhQ4YAwScjxMXFhT5nXrRSvnXrVu6//34KCwuZMGECSUlJTJo0CZ/Px9y5c1myZAnHjh0jISGBhx56KGLXJKVLDYkd1JFYpYbEKjUkdvm1LU2cOJHmzZsX+12GYdCpUyfuuusu6tevX7oXIhGhfsQO6igyDNMs4Wj3Ci4vL4/CwkIqVapEbGwsgUAgtMWuaJWza9euPPjgg1x33XWYpklBQQF///vfycnJYfz48VSrVi30c4FAgKysLHbu3IlhGAwaNCjCVyjhpobEDupIrFJDYpUaErvY1ZJUTOpH7KCOIk87oM4za9YslixZQnJyMvHx8Tz22GM0adIk9Ofm2cdzNmvWjD179gDBFc/Y2FhuvvnmYk9qKVoxdTgcNG3alKZNm5bqtUhkqCGxgzoSq9SQWKWGxC52tiQVj/oRO6ijskFnQJ1j7ty5fPrppzzxxBPccccdnDx5kqlTp/LRRx8Bwc+AGoZBfHw8Z86cCR2iWfSYYUUpakjsoI7EKjUkVqkhsYtaEivUj9hBHZUdWoA6q7CwkJSUFAYOHEj//v0ZPHgwf/rTn0hKSuKNN94gJycHp9OJ1+sFoHfv3qxZswb48TR8qdjUkNhBHYlVakisUkNiF7UkVqgfsYM6Klu0AHVWbm4uALVr1w59rV69egwfPhy/38+cOXOAHx8n3KhRIzweD+np6QDoKC1RQ2IHdSRWqSGxSg2JXdSSWKF+xA7qqGzRAtRZycnJnD59ms2bN2OaZii0Hj160LdvX9auXUtmZmbocLLLLrsMt9vN1q1bQ1v2pGJTQ2IHdSRWqSGxSg2JXdSSWKF+xA7qqGypcAtQJa1gFn22c8yYMSxdupSDBw9iGAamaRITE0PPnj1JTEzk448/Dv1My5YtqVq1KgsXLuTIkSOlNn6JPDUkdlBHYpUaEqvUkNhFLYkV6kfsoI6iQ4VYgPruu+9Yu3YtR44cwefzAcGDxoo4nU4CgQDXXHMNNWrU4NVXXy328506dSI+Pp7Dhw8DhD4f+sQTT/DQQw+RnJxcSlcikaKGxA7qSKxSQ2KVGhK7qCWxQv2IHdRR9HFFegDh5PP5eOqpp0hJSaFu3bqcOHGCUaNGMWHChNDjgH0+Hy6XC4fDQfXq1bn//vt54IEHGDhwIFdeeWXod1WtWpW9e/cCP56C37BhQxo2bFjq1yWlRw2JHdSRWKWGxCo1JHZRS2KF+hE7qKPoVa53QL3xxhts376dt99+m9dee41u3bqxatUq9u3bF/oelyu4Bjdv3jzuu+8+OnTowODBg3n22Wf59NNP8Xq9HDlyhH379jF06NBIXYpEiBoSO6gjsUoNiVVqSOyilsQK9SN2UEfRq9wuQJ04cYLFixczaNAg2rRpQ+3atWnWrBk+n49LL7009H3p6ekMGDCAefPmMWjQIOrWrcuMGTNo0qQJDz/8MLfffjvDhw/H6XQWWymV8k8NiR3UkVilhsQqNSR2UUtihfoRO6ij6FZuPoJ3/Phx/H4/VapUITY2Fp/PR/v27UMR7tu3j4ULFxIIBJgyZQpdu3Zl8ODBLF++nCFDhjBu3Dji4uLw+/14PB6ee+45MjMzycjIoFatWlxzzTURvkIJNzUkdlBHYpUaEqvUkNhFLYkV6kfsoI7KF8Ms6bj4KPPcc8+RkpJCzZo1cblcPProo7Rr146dO3dy2WWXAfDss8+yefNm+vbtS1paGmlpabzyyiv06tWLSpUqRfgKJNLUkNhBHYlVakisUkNiF7UkVqgfsYM6Kn+iegEqPz+fadOmcfjwYe6++24KCwt5/fXXcTgcPPLII3To0CH0vSdPnqRy5cq4XC58Ph9Tpkxh06ZNpKSkRO4CJOLUkNhBHYlVakisUkNiF7UkVqgfsYM6Kr+i7gyoc9fL9u/fz9atW7n33nvp3bs3ffv2Zfr06ezevZvs7Gzgx8cwVq1aNXQQmcvl4vrrr+fw4cPs2LGj9C9CIkoNiR3UkVilhsQqNSR2UUtihfoRO6ijiiGqFqB8Ph+GYYT+95YtWzh48CCtW7cOfa1x48a4XC6OHDkCEHoM48mTJ0ORAmzdupWEhASqVatWSqOXskANiR3UkVilhsQqNSR2UUtihfoRO6ijiiNqDiGfM2cO27dvp169egwcOJAOHTrQtWtXevbsSV5eHvHx8QDs3buX48ePFzsBf+/evcyfP5/k5GRuuukmTp06xRdffMFVV11FUlJSpC5JSpkaEjuoI7FKDYlVakjsopbECvUjdlBHFUuZX4DKzc1l4sSJ5OXl0a9fP5YvX87KlSsZN24co0aNYsaMGVStWhXTNDEMg8zMTFwuFy1atAj9joSEBE6fPs1LL73EihUryM7OpmnTptx5550RvDIpLWpI7KCOxCo1JFapIbGLWhIr1I/YQR1VUGYZl5qaag4bNszMzs42TdM0c3JyzBdeeMFs166dmZGR8T/fP2nSJHP06NGmaZpmIBAo9mcZGRlmamqqmZ6eHv6BS5mhhsQO6kisUkNilRoSu6glsUL9iB3UUcVU5s6AKigo4NChQ+Tn5wOQmZnJsWPHQlvtatSowd13303Lli2ZOXMmeXl5oZ/ds2cPqamp9OnTBwDDMMjOzmbRokUAtGjRgt69e9O5c+fSvSgpVWpI7KCOxCo1JFapIbGLWhIr1I/YQR0JlLFDyOfOncugQYO49957uf7660lLSyMuLo74+Hg2b94MBE+7j4uL46GHHmLdunWsWbMm9PMbN26ksLCQoUOHcubMGZ555hkGDhxIVlYWfr+/2Mn6Uj6pIbGDOhKr1JBYpYbELmpJrFA/Ygd1JEXKxAKUz+djxowZfPjhhzz88MNMnjyZ2rVrM2fOHLKysqhSpQrr1q0Dgqfdm6ZJx44dGTBgAG+++Wbo92zfvp0mTZqQkpJC3759SU9PZ8GCBTz88MM4nc5iJ+tL+aKGxA7qSKxSQ2KVGhK7qCWxQv2IHdSRnK9MLEAdP36cdevWMXbsWAYNGkTPnj158cUX2b9/P/Xq1aN69eqkpqaSkZFR7Oeuv/56du/ezaZNm0K/Z9u2bbz11lv83//9H0uXLqVdu3aRuCQpZWpI7KCOxCo1JFapIbGLWhIr1I/YQR3J+crEAtTevXvJzMzk8ssvB4Lb7xISEqhWrRrHjh3jwQcfZM+ePaSkpJCfnx9a4YyPj6datWoUFhZimiYtWrRg6tSprF69mpEjR0bykqSUqSGxgzoSq9SQWKWGxC5qSaxQP2IHdSTnc0V6AACtW7emf//+FBQUAMHtdzk5ORw6dIgqVarQpEkTBg0axOrVq6lRowa33norAMeOHcPpdJKUlIRhGIwZMwan0xnJS5EIUUNiB3UkVqkhsUoNiV3UklihfsQO6kjOVyYWoGJjY3n22WepXLly6Gu7d+8mPz+fNm3aADBhwgQMw+Dll1/mq6++olGjRixZsoSBAweSlJSEaZqKsgJTQ2IHdSRWqSGxSg2JXdSSWKF+xA7qSM5nmGX0yPhZs2axbNkyVqxYgWmaOBzBTwsuW7aMzz//nP379/Pb3/6WG264IcIjlbJKDYkd1JFYpYbEKjUkdlFLYoX6ETuoo4qtTOyAOt/x48dZtmwZ3bt3xzAMDMMgNzeXlStX8rvf/Y4hQ4ZEeohSxqkhsYM6EqvUkFilhsQuakmsUD9iB3UkZeIQ8vNt376dAwcOMGLECABef/11evXqRVpaGoFAgDK6aUvKEDUkdlBHYpUaEqvUkNhFLYkV6kfsoI6kTO6A2rFjB3Xq1GHLli1MmTKFwsJCXn31Vfr06RPpoUmUUENiB3UkVqkhsUoNiV3UklihfsQO6kjK5ALU6dOnOXDgALNnz+auu+5i/PjxkR6SRBk1JHZQR2KVGhKr1JDYRS2JFepH7KCOpEweQr5y5Uq2bdvGuHHj8Hg8kR6ORCE1JHZQR2KVGhKr1JDYRS2JFepH7KCOpEwuQJmmiWEYkR6GRDE1JHZQR2KVGhKr1JDYRS2JFepH7KCOpEwuQImIiIiIiIiISPlRJp+CJyIiIiIiIiIi5YcWoEREREREREREJKy0ACUiIiIiIiIiImGlBSgREREREREREQkrLUCJiIiIiIiIiEhYaQFKRERERERERETCSgtQIiIiIiIiIiISVlqAEhERERERERGRsNIClIiIiIiIiIiIhJUWoEREREREREREJKy0ACUiIiIiIiIiImH1/wMG28cEDBKXAAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 1200x600 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"f, a = plt.subplots(2, 1, sharex=True, figsize=(12, 6))\n",
"startdate, enddate = '2023-07-01', '2023-07-14'\n",
"diffuse_optima[startdate:enddate][['poa_global', 'tracker_theta']].plot(ax=a[0])\n",
"std_irrad.loc[startdate:enddate]['poa_global'].plot(ax=a[1], label='POA global')\n",
"std_tracker.loc[startdate:enddate]['tracker_theta'].plot(ax=a[1], label='Tracker theta')\n",
"a[1].legend()\n",
"f.suptitle(f'{startdate}-{enddate}')\n",
"f.tight_layout();"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "66791bd3-6d5a-438e-bbc6-c35ac20306c6",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1200x600 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"f, a = plt.subplots(2, 1, sharex=True, figsize=(12, 6))\n",
"startdate, enddate = '2023-10-01', '2023-10-14'\n",
"diffuse_optima[startdate:enddate][['poa_global', 'tracker_theta']].plot(ax=a[0])\n",
"std_irrad.loc[startdate:enddate]['poa_global'].plot(ax=a[1], label='POA global')\n",
"std_tracker.loc[startdate:enddate]['tracker_theta'].plot(ax=a[1], label='Tracker theta')\n",
"a[1].legend()\n",
"f.suptitle(f'{startdate}-{enddate}')\n",
"f.tight_layout();"
]
},
{
"cell_type": "markdown",
"id": "09d20272-0f71-40ec-8724-7aaca30055a5",
"metadata": {},
"source": [
"### Diffuse Boost"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "5dfeff68-d6c0-4bf0-bdb0-279898848730",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"2008499.5936053966"
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"total_optimized_poa = diffuse_optima['poa_global'].sum()\n",
"total_optimized_poa"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "460fac48-acc1-4cf9-81b1-7e3f7e6908ae",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1993657.0860240392"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"total_standard_poa = std_irrad['poa_global'].sum()\n",
"total_standard_poa"
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "862856c8-7b0d-4926-b791-63683abbded5",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"diffuse boost: 0.744486%\n"
]
}
],
"source": [
"diffuse_boost = total_optimized_poa/total_standard_poa - 1\n",
"print(f'diffuse boost: {100*diffuse_boost:g}%')"
]
},
{
"cell_type": "markdown",
"id": "064a262a-04d8-4eae-b844-61c35f774e47",
"metadata": {},
"source": [
"### Hourly Diffuse Fraction"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "be34c666-989e-44b8-8d03-af09466ce5b4",
"metadata": {},
"outputs": [],
"source": [
"hourly_diffuse_fraction = tmy_data['DHI']/tmy_data['GHI']"
]
},
{
"cell_type": "markdown",
"id": "bec6616e-a965-4efa-8cf9-96d8f9963433",
"metadata": {},
"source": [
"### Detailed Diagnostics"
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "3ca83402-9094-43dc-a924-0abc0ee070a5",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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