{
"cells": [
{
"attachments": {},
"cell_type": "markdown",
"id": "13789835",
"metadata": {},
"source": [
"### Analysis for \"Rapid seaward expansion of seaport footprints worldwide\" (Sengupta & Lazarus, 2023)\n",
"#### Revised: July 2023\n",
"#### This code uses (1) data for seaward seaport expansion between 1990–2020 (calculated separately, with Google Earth Engine: https://github.com/dhritirajsen/Mapping_Coastal_land_reclamation), and (2) reported trade volume compiled from Lloyd's List reports ranking the top 100 container ports in the world, to generate time series and other summary analysis. "
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "7f23eadd",
"metadata": {},
"outputs": [],
"source": [
"# Import libraries\n",
"\n",
"import pandas as pd\n",
"from pandas.plotting import parallel_coordinates\n",
"import numpy as np\n",
"import math\n",
"\n",
"# Import curve-fitting package from scipy\n",
"from scipy.optimize import curve_fit\n",
"from scipy import stats\n",
"\n",
"import matplotlib as mpl\n",
"from mpl_toolkits.axes_grid1.inset_locator import inset_axes\n",
"\n",
"import matplotlib.pyplot as plt\n",
"import seaborn as sns\n",
"\n",
"%matplotlib inline"
]
},
{
"cell_type": "markdown",
"id": "b29c56db",
"metadata": {},
"source": [
"## Time series of seaward expansion, 1990–2020"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "28efb373",
"metadata": {},
"outputs": [
{
"data": {
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"
\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Year \n",
" Seaport \n",
" Country \n",
" Region \n",
" Reclaimed area (km^2, raw) \n",
" Reclaimed area (km^2, smoothed) \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" 1990 \n",
" Abu Dhabi \n",
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" Middle East \n",
" 11.76 \n",
" 11.76 \n",
" \n",
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" 1 \n",
" 1990 \n",
" Alexandria \n",
" Egypt \n",
" Middle East \n",
" 0.44 \n",
" 0.44 \n",
" \n",
" \n",
" 2 \n",
" 1990 \n",
" Algeciras \n",
" Spain \n",
" Mediterranean \n",
" 0.62 \n",
" 0.62 \n",
" \n",
" \n",
"
\n",
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"
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"text/plain": [
" Year Seaport Country Region Reclaimed area (km^2, raw) \\\n",
"0 1990 Abu Dhabi UAE Middle East 11.76 \n",
"1 1990 Alexandria Egypt Middle East 0.44 \n",
"2 1990 Algeciras Spain Mediterranean 0.62 \n",
"\n",
" Reclaimed area (km^2, smoothed) \n",
"0 11.76 \n",
"1 0.44 \n",
"2 0.62 "
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Import the reclamation area over time\n",
"RECTIME = pd.read_csv(\"Sengupta_Lazarus_REC_1990_2020_v02.csv\")\n",
"\n",
"RECTIME.head(3) # check to confirm"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "bf20c7d0",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
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" \n",
" \n",
" \n",
" Year \n",
" Seaport \n",
" Country \n",
" Region \n",
" Reclaimed area (km^2, raw) \n",
" Reclaimed area (km^2, smoothed) \n",
" \n",
" \n",
" \n",
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" 0 \n",
" 1990 \n",
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" 11.76 \n",
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" 0.44 \n",
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" 0.62 \n",
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"
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"text/plain": [
" Year Seaport Country Region Reclaimed area (km^2, raw) \\\n",
"0 1990 Abu Dhabi UAE Middle East 11.76 \n",
"1 1990 Alexandria Egypt Middle East 0.44 \n",
"2 1990 Algeciras Spain Mediterranean 0.62 \n",
"\n",
" Reclaimed area (km^2, smoothed) \n",
"0 11.76 \n",
"1 0.44 \n",
"2 0.62 "
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Sort the data by year, then by seaport (alphabetically)\n",
"RECTIME.sort_values(by=[\"Year\", \"Seaport\"], inplace=True)\n",
"RECTIME.reset_index(drop=True)\n",
"RECTIME.head(3)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "ddd0d29e",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Region\n",
"Africa 2\n",
"Asia 43\n",
"Central & South America 1\n",
"Mediterranean 6\n",
"Middle East 8\n",
"North America 2\n",
"Northern Europe 3\n",
"Oceania 1\n",
"Name: Seaport, dtype: int64"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Number of seaports in each region\n",
"Rreg = RECTIME.groupby(\"Region\")[\"Seaport\"].nunique()\n",
"Rreg"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "ac605fe8",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"66"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Total of seaports in the dataset\n",
"Rreg = RECTIME.groupby(\"Region\")[\"Seaport\"].nunique().sum()\n",
"Rreg"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "368dc564",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Country\n",
"Australia 1\n",
"China 21\n",
"Colombia 1\n",
"Egypt 2\n",
"France 1\n",
"Greece 1\n",
"India 2\n",
"Indonesia 2\n",
"Italy 1\n",
"Japan 5\n",
"Malaysia 2\n",
"Mexico 1\n",
"Morocco 1\n",
"Netherlands 1\n",
"Oman 1\n",
"Pakistan 1\n",
"Philippines 1\n",
"Saudi Arabia 3\n",
"Singapore 1\n",
"South Africa 1\n",
"South Korea 3\n",
"Spain 3\n",
"Sri Lanka 1\n",
"Taiwan 2\n",
"Thailand 1\n",
"Togo 1\n",
"UAE 2\n",
"UK 1\n",
"USA 1\n",
"Vietnam 1\n",
"Name: Seaport, dtype: int64"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Number of seaports in each country\n",
"Rcountry = RECTIME.groupby(\"Country\")[\"Seaport\"].nunique()\n",
"Rcountry"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "4fe0682f",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
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\n",
" \n",
" \n",
" \n",
" Year \n",
" Seaport \n",
" Country \n",
" Region \n",
" Region (with China) \n",
" Reclaimed area (km^2, raw) \n",
" Reclaimed area (km^2, smoothed) \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" 1990 \n",
" Abu Dhabi \n",
" UAE \n",
" Middle East \n",
" Middle East \n",
" 11.76 \n",
" 11.76 \n",
" \n",
" \n",
" 1 \n",
" 1990 \n",
" Alexandria \n",
" Egypt \n",
" Middle East \n",
" Middle East \n",
" 0.44 \n",
" 0.44 \n",
" \n",
" \n",
" 2 \n",
" 1990 \n",
" Algeciras \n",
" Spain \n",
" Mediterranean \n",
" Mediterranean \n",
" 0.62 \n",
" 0.62 \n",
" \n",
" \n",
" 3 \n",
" 1990 \n",
" Barcelona \n",
" Spain \n",
" Mediterranean \n",
" Mediterranean \n",
" 0.00 \n",
" 0.00 \n",
" \n",
" \n",
" 4 \n",
" 1990 \n",
" Busan \n",
" South Korea \n",
" Asia \n",
" Asia \n",
" 5.60 \n",
" 5.60 \n",
" \n",
" \n",
" 5 \n",
" 1990 \n",
" Cartagena \n",
" Colombia \n",
" Central & South America \n",
" Central & South America \n",
" 0.85 \n",
" 0.85 \n",
" \n",
" \n",
" 6 \n",
" 1990 \n",
" Colombo \n",
" Sri Lanka \n",
" Asia \n",
" Asia \n",
" 0.33 \n",
" 0.33 \n",
" \n",
" \n",
" 7 \n",
" 1990 \n",
" Dalian \n",
" China \n",
" Asia \n",
" China \n",
" 0.11 \n",
" 0.11 \n",
" \n",
" \n",
" 23 \n",
" 1990 \n",
" Dammam \n",
" Saudi Arabia \n",
" Middle East \n",
" Middle East \n",
" 0.96 \n",
" 0.96 \n",
" \n",
" \n",
" 8 \n",
" 1990 \n",
" Dubai \n",
" UAE \n",
" Middle East \n",
" Middle East \n",
" 1.04 \n",
" 1.04 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Year Seaport Country Region \\\n",
"0 1990 Abu Dhabi UAE Middle East \n",
"1 1990 Alexandria Egypt Middle East \n",
"2 1990 Algeciras Spain Mediterranean \n",
"3 1990 Barcelona Spain Mediterranean \n",
"4 1990 Busan South Korea Asia \n",
"5 1990 Cartagena Colombia Central & South America \n",
"6 1990 Colombo Sri Lanka Asia \n",
"7 1990 Dalian China Asia \n",
"23 1990 Dammam Saudi Arabia Middle East \n",
"8 1990 Dubai UAE Middle East \n",
"\n",
" Region (with China) Reclaimed area (km^2, raw) \\\n",
"0 Middle East 11.76 \n",
"1 Middle East 0.44 \n",
"2 Mediterranean 0.62 \n",
"3 Mediterranean 0.00 \n",
"4 Asia 5.60 \n",
"5 Central & South America 0.85 \n",
"6 Asia 0.33 \n",
"7 China 0.11 \n",
"23 Middle East 0.96 \n",
"8 Middle East 1.04 \n",
"\n",
" Reclaimed area (km^2, smoothed) \n",
"0 11.76 \n",
"1 0.44 \n",
"2 0.62 \n",
"3 0.00 \n",
"4 5.60 \n",
"5 0.85 \n",
"6 0.33 \n",
"7 0.11 \n",
"23 0.96 \n",
"8 1.04 "
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Add China as its own region (alternative region grouping)\n",
"\n",
"RECTIME[\"Region (with China)\"] = RECTIME[\"Region\"]\n",
"\n",
"RECTIME.loc[RECTIME['Country'] == 'China', 'Region (with China)'] = 'China'\n",
"\n",
"# tidy up...\n",
"R2 = RECTIME.pop(\"Region (with China)\")\n",
"RECTIME.insert(4, \"Region (with China)\", R2)\n",
"\n",
"RECTIME.head(10)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "c4669284",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Region (with China)\n",
"Africa 2\n",
"Asia 22\n",
"Central & South America 1\n",
"China 21\n",
"Mediterranean 6\n",
"Middle East 8\n",
"North America 2\n",
"Northern Europe 3\n",
"Oceania 1\n",
"Name: Seaport, dtype: int64"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Rreg = RECTIME.groupby(\"Region (with China)\")[\"Seaport\"].nunique()\n",
"Rreg"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "129e7e17",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"990.49"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Total area of seaward expansion 1990-2020\n",
"Rtot = RECTIME.loc[RECTIME['Year'] == 2020, 'Reclaimed area (km^2, smoothed)'].sum()\n",
"Rtot"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "662a5949",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Region (with China)\n",
"Africa 2.17\n",
"Asia 249.17\n",
"Central & South America 2.05\n",
"China 627.05\n",
"Mediterranean 18.04\n",
"Middle East 49.89\n",
"North America 6.83\n",
"Northern Europe 33.23\n",
"Oceania 2.06\n",
"Name: Reclaimed area (km^2, smoothed), dtype: float64"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Total area of seaward expansion 1990-2020 by region (with China)\n",
"RA = RECTIME.loc[RECTIME['Year'] == 2020]\n",
"RA.groupby(\"Region (with China)\")[\"Reclaimed area (km^2, smoothed)\"].sum()"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "df4b5511",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Region (with China)\n",
"Africa 0.219083\n",
"Asia 25.156236\n",
"Central & South America 0.206968\n",
"China 63.307050\n",
"Mediterranean 1.821321\n",
"Middle East 5.036901\n",
"North America 0.689558\n",
"Northern Europe 3.354905\n",
"Oceania 0.207978\n",
"Name: Reclaimed area (km^2, smoothed), dtype: float64"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Seaward expansion by region as percent of 2020 total\n",
"RA.groupby(\"Region (with China)\")[\"Reclaimed area (km^2, smoothed)\"].sum()/Rtot*100"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "d8075427",
"metadata": {},
"outputs": [
{
"data": {
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" 43.12 \n",
" 43.12 \n",
" \n",
" \n",
" 2028 \n",
" 2020 \n",
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" \n",
" 1992 \n",
" 2020 \n",
" Guangzhou \n",
" China \n",
" Asia \n",
" China \n",
" 32.91 \n",
" 32.91 \n",
" \n",
" \n",
" 2020 \n",
" 2020 \n",
" Qingdao \n",
" China \n",
" Asia \n",
" China \n",
" 30.78 \n",
" 30.78 \n",
" \n",
" \n",
" 2017 \n",
" 2020 \n",
" Ningbo-Zhoushan \n",
" China \n",
" Asia \n",
" China \n",
" 28.67 \n",
" 28.67 \n",
" \n",
" \n",
" 2032 \n",
" 2020 \n",
" Taicang \n",
" China \n",
" Asia \n",
" China \n",
" 27.79 \n",
" 27.79 \n",
" \n",
" \n",
" 1980 \n",
" 2020 \n",
" Abu Dhabi \n",
" UAE \n",
" Middle East \n",
" Middle East \n",
" 24.87 \n",
" 24.87 \n",
" \n",
" \n",
" 2024 \n",
" 2020 \n",
" Rotterdam \n",
" Netherlands \n",
" Northern Europe \n",
" Northern Europe \n",
" 24.76 \n",
" 24.76 \n",
" \n",
" \n",
" 2031 \n",
" 2020 \n",
" Taichung \n",
" Taiwan \n",
" Asia \n",
" Asia \n",
" 23.08 \n",
" 23.08 \n",
" \n",
" \n",
" 1984 \n",
" 2020 \n",
" Busan \n",
" South Korea \n",
" Asia \n",
" Asia \n",
" 21.87 \n",
" 21.87 \n",
" \n",
" \n",
" 1987 \n",
" 2020 \n",
" Dalian \n",
" China \n",
" Asia \n",
" China \n",
" 20.98 \n",
" 20.98 \n",
" \n",
" \n",
" 2021 \n",
" 2020 \n",
" Qinzhou \n",
" China \n",
" Asia \n",
" China \n",
" 19.18 \n",
" 19.18 \n",
" \n",
" \n",
" 2001 \n",
" 2020 \n",
" Kaohsiung \n",
" Taiwan \n",
" Asia \n",
" Asia \n",
" 16.76 \n",
" 16.76 \n",
" \n",
" \n",
" 2023 \n",
" 2020 \n",
" Rizhao \n",
" China \n",
" Asia \n",
" China \n",
" 15.88 \n",
" 15.88 \n",
" \n",
" \n",
" 1994 \n",
" 2020 \n",
" Hai Phong \n",
" Vietnam \n",
" Asia \n",
" Asia \n",
" 15.49 \n",
" 15.49 \n",
" \n",
" \n",
" 2015 \n",
" 2020 \n",
" Mundra \n",
" India \n",
" Asia \n",
" Asia \n",
" 15.09 \n",
" 15.09 \n",
" \n",
" \n",
" 1997 \n",
" 2020 \n",
" Incheon \n",
" South Korea \n",
" Asia \n",
" Asia \n",
" 14.92 \n",
" 14.92 \n",
" \n",
" \n",
" 2036 \n",
" 2020 \n",
" Tokyo \n",
" Japan \n",
" Asia \n",
" Asia \n",
" 13.07 \n",
" 13.07 \n",
" \n",
" \n",
" 2007 \n",
" 2020 \n",
" Laem Chabang \n",
" Thailand \n",
" Asia \n",
" Asia \n",
" 10.05 \n",
" 10.05 \n",
" \n",
" \n",
" 1999 \n",
" 2020 \n",
" Jiaxing \n",
" China \n",
" Asia \n",
" China \n",
" 9.37 \n",
" 9.37 \n",
" \n",
" \n",
" 2006 \n",
" 2020 \n",
" Kobe \n",
" Japan \n",
" Asia \n",
" Asia \n",
" 8.96 \n",
" 8.96 \n",
" \n",
" \n",
" 1995 \n",
" 2020 \n",
" Haikou \n",
" China \n",
" Asia \n",
" China \n",
" 8.40 \n",
" 8.40 \n",
" \n",
" \n",
" 2016 \n",
" 2020 \n",
" Nagoya \n",
" Japan \n",
" Asia \n",
" Asia \n",
" 7.92 \n",
" 7.92 \n",
" \n",
" \n",
" 2045 \n",
" 2020 \n",
" Zhuhai \n",
" China \n",
" Asia \n",
" China \n",
" 5.77 \n",
" 6.09 \n",
" \n",
" \n",
" 1998 \n",
" 2020 \n",
" Jeddah \n",
" Saudi Arabia \n",
" Middle East \n",
" Middle East \n",
" 5.91 \n",
" 5.91 \n",
" \n",
" \n",
" 1988 \n",
" 2020 \n",
" Dubai \n",
" UAE \n",
" Middle East \n",
" Middle East \n",
" 5.87 \n",
" 5.87 \n",
" \n",
" \n",
" 1996 \n",
" 2020 \n",
" Hong Kong \n",
" China \n",
" Asia \n",
" China \n",
" 5.07 \n",
" 5.07 \n",
" \n",
" \n",
" 2002 \n",
" 2020 \n",
" Karachi \n",
" Pakistan \n",
" Asia \n",
" Asia \n",
" 5.06 \n",
" 5.06 \n",
" \n",
" \n",
" 2038 \n",
" 2020 \n",
" Tanjung Pelepas \n",
" Malaysia \n",
" Asia \n",
" Asia \n",
" 4.92 \n",
" 4.92 \n",
" \n",
" \n",
" 2041 \n",
" 2020 \n",
" Xiamen \n",
" China \n",
" Asia \n",
" China \n",
" 4.89 \n",
" 4.89 \n",
" \n",
" \n",
" 1986 \n",
" 2020 \n",
" Colombo \n",
" Sri Lanka \n",
" Asia \n",
" Asia \n",
" 4.88 \n",
" 4.88 \n",
" \n",
" \n",
" 1990 \n",
" 2020 \n",
" Felixstowe \n",
" UK \n",
" Northern Europe \n",
" Northern Europe \n",
" 4.62 \n",
" 4.62 \n",
" \n",
" \n",
" 2018 \n",
" 2020 \n",
" Osaka \n",
" Japan \n",
" Asia \n",
" Asia \n",
" 4.61 \n",
" 4.61 \n",
" \n",
" \n",
" 2040 \n",
" 2020 \n",
" Valencia \n",
" Spain \n",
" Mediterranean \n",
" Mediterranean \n",
" 4.15 \n",
" 4.15 \n",
" \n",
" \n",
" 2039 \n",
" 2020 \n",
" Tanjung Perak \n",
" Indonesia \n",
" Asia \n",
" Asia \n",
" 4.07 \n",
" 4.07 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Year Seaport Country Region \\\n",
"2033 2020 Tianjin China Asia \n",
"2029 2020 Singapore Singapore Asia \n",
"2042 2020 Yingkou China Asia \n",
"2027 2020 Shanghai China Asia \n",
"2034 2020 Tangshan China Asia \n",
"2009 2020 Lianyungang China Asia \n",
"2028 2020 Shenzhen China Asia \n",
"1992 2020 Guangzhou China Asia \n",
"2020 2020 Qingdao China Asia \n",
"2017 2020 Ningbo-Zhoushan China Asia \n",
"2032 2020 Taicang China Asia \n",
"1980 2020 Abu Dhabi UAE Middle East \n",
"2024 2020 Rotterdam Netherlands Northern Europe \n",
"2031 2020 Taichung Taiwan Asia \n",
"1984 2020 Busan South Korea Asia \n",
"1987 2020 Dalian China Asia \n",
"2021 2020 Qinzhou China Asia \n",
"2001 2020 Kaohsiung Taiwan Asia \n",
"2023 2020 Rizhao China Asia \n",
"1994 2020 Hai Phong Vietnam Asia \n",
"2015 2020 Mundra India Asia \n",
"1997 2020 Incheon South Korea Asia \n",
"2036 2020 Tokyo Japan Asia \n",
"2007 2020 Laem Chabang Thailand Asia \n",
"1999 2020 Jiaxing China Asia \n",
"2006 2020 Kobe Japan Asia \n",
"1995 2020 Haikou China Asia \n",
"2016 2020 Nagoya Japan Asia \n",
"2045 2020 Zhuhai China Asia \n",
"1998 2020 Jeddah Saudi Arabia Middle East \n",
"1988 2020 Dubai UAE Middle East \n",
"1996 2020 Hong Kong China Asia \n",
"2002 2020 Karachi Pakistan Asia \n",
"2038 2020 Tanjung Pelepas Malaysia Asia \n",
"2041 2020 Xiamen China Asia \n",
"1986 2020 Colombo Sri Lanka Asia \n",
"1990 2020 Felixstowe UK Northern Europe \n",
"2018 2020 Osaka Japan Asia \n",
"2040 2020 Valencia Spain Mediterranean \n",
"2039 2020 Tanjung Perak Indonesia Asia \n",
"\n",
" Region (with China) Reclaimed area (km^2, raw) \\\n",
"2033 China 183.78 \n",
"2029 Asia 58.86 \n",
"2042 China 51.87 \n",
"2027 China 51.86 \n",
"2034 China 44.09 \n",
"2009 China 43.12 \n",
"2028 China 33.87 \n",
"1992 China 32.91 \n",
"2020 China 30.78 \n",
"2017 China 28.67 \n",
"2032 China 27.79 \n",
"1980 Middle East 24.87 \n",
"2024 Northern Europe 24.76 \n",
"2031 Asia 23.08 \n",
"1984 Asia 21.87 \n",
"1987 China 20.98 \n",
"2021 China 19.18 \n",
"2001 Asia 16.76 \n",
"2023 China 15.88 \n",
"1994 Asia 15.49 \n",
"2015 Asia 15.09 \n",
"1997 Asia 14.92 \n",
"2036 Asia 13.07 \n",
"2007 Asia 10.05 \n",
"1999 China 9.37 \n",
"2006 Asia 8.96 \n",
"1995 China 8.40 \n",
"2016 Asia 7.92 \n",
"2045 China 5.77 \n",
"1998 Middle East 5.91 \n",
"1988 Middle East 5.87 \n",
"1996 China 5.07 \n",
"2002 Asia 5.06 \n",
"2038 Asia 4.92 \n",
"2041 China 4.89 \n",
"1986 Asia 4.88 \n",
"1990 Northern Europe 4.62 \n",
"2018 Asia 4.61 \n",
"2040 Mediterranean 4.15 \n",
"2039 Asia 4.07 \n",
"\n",
" Reclaimed area (km^2, smoothed) \n",
"2033 183.78 \n",
"2029 58.86 \n",
"2042 51.87 \n",
"2027 51.86 \n",
"2034 44.09 \n",
"2009 43.12 \n",
"2028 33.87 \n",
"1992 32.91 \n",
"2020 30.78 \n",
"2017 28.67 \n",
"2032 27.79 \n",
"1980 24.87 \n",
"2024 24.76 \n",
"2031 23.08 \n",
"1984 21.87 \n",
"1987 20.98 \n",
"2021 19.18 \n",
"2001 16.76 \n",
"2023 15.88 \n",
"1994 15.49 \n",
"2015 15.09 \n",
"1997 14.92 \n",
"2036 13.07 \n",
"2007 10.05 \n",
"1999 9.37 \n",
"2006 8.96 \n",
"1995 8.40 \n",
"2016 7.92 \n",
"2045 6.09 \n",
"1998 5.91 \n",
"1988 5.87 \n",
"1996 5.07 \n",
"2002 5.06 \n",
"2038 4.92 \n",
"2041 4.89 \n",
"1986 4.88 \n",
"1990 4.62 \n",
"2018 4.61 \n",
"2040 4.15 \n",
"2039 4.07 "
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Sort seaports by size of total expansion\n",
"RS = RECTIME.loc[RECTIME['Year'] == 2020].copy()\n",
"RS.sort_values(by=['Reclaimed area (km^2, smoothed)'], inplace=True, ascending = False)\n",
"\n",
"RS.head(40)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "5b88a3a1",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Year 1\n",
"Seaport 33\n",
"Country 23\n",
"Region 8\n",
"Region (with China) 9\n",
"Reclaimed area (km^2, raw) 30\n",
"Reclaimed area (km^2, smoothed) 30\n",
"dtype: int64\n"
]
}
],
"source": [
"# Number of seaports that expanded by less than 5 km^2\n",
"sub5km = RS[RS['Reclaimed area (km^2, smoothed)'] <= 5].nunique()\n",
"print(sub5km)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "30305e7a",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Seaport \n",
" factor \n",
" \n",
" \n",
" \n",
" \n",
" 55 \n",
" Tanjung Perak \n",
" inf \n",
" \n",
" \n",
" 44 \n",
" Said \n",
" inf \n",
" \n",
" \n",
" 12 \n",
" Genoa \n",
" inf \n",
" \n",
" \n",
" 24 \n",
" King Abdullah \n",
" inf \n",
" \n",
" \n",
" 3 \n",
" Barcelona \n",
" inf \n",
" \n",
" \n",
" 7 \n",
" Dalian \n",
" 190.727273 \n",
" \n",
" \n",
" 60 \n",
" Xiamen \n",
" 27.166667 \n",
" \n",
" \n",
" 52 \n",
" Tanger Med \n",
" 19.800000 \n",
" \n",
" \n",
" 17 \n",
" Incheon \n",
" 17.348837 \n",
" \n",
" \n",
" 57 \n",
" Tianjin \n",
" 15.694278 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Seaport factor\n",
"55 Tanjung Perak inf\n",
"44 Said inf\n",
"12 Genoa inf\n",
"24 King Abdullah inf\n",
"3 Barcelona inf\n",
"7 Dalian 190.727273\n",
"60 Xiamen 27.166667\n",
"52 Tanger Med 19.800000\n",
"17 Incheon 17.348837\n",
"57 Tianjin 15.694278"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Calculate factor of change in area between 1990 and 2020\n",
"R2020 = RECTIME.loc[RECTIME['Year'] == 2020].copy().reset_index(drop=True)\n",
"R1990 = RECTIME.loc[RECTIME['Year'] == 1990].copy().reset_index(drop=True)\n",
"\n",
"\n",
"factor = pd.DataFrame(R2020['Seaport'])\n",
"factor['factor'] = pd.DataFrame(R2020['Reclaimed area (km^2, smoothed)']/R1990['Reclaimed area (km^2, smoothed)'])\n",
"\n",
"factor.sort_values(by=['factor'], inplace=True, ascending = False)\n",
"\n",
"factor.head(10)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "c7f8bde6",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Seaport \n",
" factor \n",
" \n",
" \n",
" \n",
" \n",
" 7 \n",
" Dalian \n",
" 190.727273 \n",
" \n",
" \n",
" 60 \n",
" Xiamen \n",
" 27.166667 \n",
" \n",
" \n",
" 52 \n",
" Tanger Med \n",
" 19.800000 \n",
" \n",
" \n",
" 17 \n",
" Incheon \n",
" 17.348837 \n",
" \n",
" \n",
" 57 \n",
" Tianjin \n",
" 15.694278 \n",
" \n",
" \n",
" 6 \n",
" Colombo \n",
" 14.787879 \n",
" \n",
" \n",
" 61 \n",
" Yantai \n",
" 14.214286 \n",
" \n",
" \n",
" 41 \n",
" Quanzhou \n",
" 13.900000 \n",
" \n",
" \n",
" 62 \n",
" Yeosu Gwangyang \n",
" 11.617647 \n",
" \n",
" \n",
" 40 \n",
" Qinzhou \n",
" 10.256684 \n",
" \n",
" \n",
" 56 \n",
" Tanjung Priok \n",
" 7.653846 \n",
" \n",
" \n",
" 25 \n",
" Kobe \n",
" 7.000000 \n",
" \n",
" \n",
" 42 \n",
" Rizhao \n",
" 6.995595 \n",
" \n",
" \n",
" 28 \n",
" Lianyungang \n",
" 6.966074 \n",
" \n",
" \n",
" 63 \n",
" Yingkou \n",
" 6.467581 \n",
" \n",
" \n",
" 39 \n",
" Qingdao \n",
" 6.452830 \n",
" \n",
" \n",
" 49 \n",
" Sydney \n",
" 6.437500 \n",
" \n",
" \n",
" 3 \n",
" Barcelona \n",
" 6.428571 \n",
" \n",
" \n",
" 29 \n",
" Lome \n",
" 6.157895 \n",
" \n",
" \n",
" 9 \n",
" Dubai \n",
" 5.644231 \n",
" \n",
" \n",
" 1 \n",
" Alexandria \n",
" 5.136364 \n",
" \n",
" \n",
" 34 \n",
" Nagoya \n",
" 5.076923 \n",
" \n",
" \n",
" 21 \n",
" Jinzhou \n",
" 4.970588 \n",
" \n",
" \n",
" 2 \n",
" Algeciras \n",
" 4.935484 \n",
" \n",
" \n",
" 47 \n",
" Shenzhen \n",
" 4.887446 \n",
" \n",
" \n",
" 33 \n",
" Mundra \n",
" 4.671827 \n",
" \n",
" \n",
" 30 \n",
" Los Angeles \n",
" 4.576471 \n",
" \n",
" \n",
" 16 \n",
" Hong Kong \n",
" 4.370690 \n",
" \n",
" \n",
" 65 \n",
" Zhuhai \n",
" 4.350000 \n",
" \n",
" \n",
" 14 \n",
" Hai Phong \n",
" 4.267218 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Seaport factor\n",
"7 Dalian 190.727273\n",
"60 Xiamen 27.166667\n",
"52 Tanger Med 19.800000\n",
"17 Incheon 17.348837\n",
"57 Tianjin 15.694278\n",
"6 Colombo 14.787879\n",
"61 Yantai 14.214286\n",
"41 Quanzhou 13.900000\n",
"62 Yeosu Gwangyang 11.617647\n",
"40 Qinzhou 10.256684\n",
"56 Tanjung Priok 7.653846\n",
"25 Kobe 7.000000\n",
"42 Rizhao 6.995595\n",
"28 Lianyungang 6.966074\n",
"63 Yingkou 6.467581\n",
"39 Qingdao 6.452830\n",
"49 Sydney 6.437500\n",
"3 Barcelona 6.428571\n",
"29 Lome 6.157895\n",
"9 Dubai 5.644231\n",
"1 Alexandria 5.136364\n",
"34 Nagoya 5.076923\n",
"21 Jinzhou 4.970588\n",
"2 Algeciras 4.935484\n",
"47 Shenzhen 4.887446\n",
"33 Mundra 4.671827\n",
"30 Los Angeles 4.576471\n",
"16 Hong Kong 4.370690\n",
"65 Zhuhai 4.350000\n",
"14 Hai Phong 4.267218"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# To catch the seaports that don't start reclaiming until after 1990 (avoids 'Inf' returns)\n",
"\n",
"df = RECTIME;\n",
"first_nonzero = df[df['Reclaimed area (km^2, smoothed)'] != 0].groupby('Seaport').first()\n",
"\n",
"# first_nonzero.head(10)\n",
"\n",
"R2020 = RECTIME.loc[RECTIME['Year'] == 2020].copy().reset_index(drop=True)\n",
"\n",
"factor = pd.DataFrame(R2020['Seaport'])\n",
"factor['factor'] = pd.DataFrame(R2020['Reclaimed area (km^2, smoothed)']/first_nonzero['Reclaimed area (km^2, smoothed)'].reset_index(drop=True))\n",
"\n",
"factor.sort_values(by=['factor'], inplace=True, ascending = False)\n",
"\n",
"factor.head(30)\n"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "2f386235",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"10"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Use to explore how many seaports have expanded by a factor of n or more (e.g., 10x)\n",
"np.where(factor['factor'] >= 10)[0].size"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "c435e0e1",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Year \n",
" Reclaimed area (km^2, smoothed) \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" 1990 \n",
" 245.59 \n",
" \n",
" \n",
" 1 \n",
" 1991 \n",
" 257.85 \n",
" \n",
" \n",
" 2 \n",
" 1992 \n",
" 268.94 \n",
" \n",
" \n",
" 3 \n",
" 1993 \n",
" 281.68 \n",
" \n",
" \n",
" 4 \n",
" 1994 \n",
" 292.56 \n",
" \n",
" \n",
" 5 \n",
" 1995 \n",
" 305.97 \n",
" \n",
" \n",
" 6 \n",
" 1996 \n",
" 316.62 \n",
" \n",
" \n",
" 7 \n",
" 1997 \n",
" 332.17 \n",
" \n",
" \n",
" 8 \n",
" 1998 \n",
" 347.55 \n",
" \n",
" \n",
" 9 \n",
" 1999 \n",
" 363.80 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Year Reclaimed area (km^2, smoothed)\n",
"0 1990 245.59\n",
"1 1991 257.85\n",
"2 1992 268.94\n",
"3 1993 281.68\n",
"4 1994 292.56\n",
"5 1995 305.97\n",
"6 1996 316.62\n",
"7 1997 332.17\n",
"8 1998 347.55\n",
"9 1999 363.80"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Time series of total seaport expansion seaward each year...\n",
"Ry = RECTIME.groupby(\"Year\")[\"Reclaimed area (km^2, smoothed)\"].sum()\n",
"\n",
"Ry = Ry.reset_index()\n",
"\n",
"cols = ['Year',\n",
" 'Reclaimed area (km^2, smoothed)']\n",
"\n",
"Ry = Ry[cols]\n",
"\n",
"Ry.head(10)\n",
"# Ry.tail(3) # time series of total seaward expansion"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "81b984f2",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Year \n",
" Seaport \n",
" Country \n",
" Region \n",
" Region (with China) \n",
" Reclaimed area (km^2, raw) \n",
" Reclaimed area (km^2, smoothed) \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" 1990 \n",
" Abu Dhabi \n",
" UAE \n",
" Middle East \n",
" Middle East \n",
" 11.76 \n",
" 11.76 \n",
" \n",
" \n",
" 1 \n",
" 1990 \n",
" Alexandria \n",
" Egypt \n",
" Middle East \n",
" Middle East \n",
" 0.44 \n",
" 0.44 \n",
" \n",
" \n",
" 2 \n",
" 1990 \n",
" Algeciras \n",
" Spain \n",
" Mediterranean \n",
" Mediterranean \n",
" 0.62 \n",
" 0.62 \n",
" \n",
" \n",
" 3 \n",
" 1990 \n",
" Barcelona \n",
" Spain \n",
" Mediterranean \n",
" Mediterranean \n",
" NaN \n",
" NaN \n",
" \n",
" \n",
" 4 \n",
" 1990 \n",
" Busan \n",
" South Korea \n",
" Asia \n",
" Asia \n",
" 5.60 \n",
" 5.60 \n",
" \n",
" \n",
" 5 \n",
" 1990 \n",
" Cartagena \n",
" Colombia \n",
" Central & South America \n",
" Central & South America \n",
" 0.85 \n",
" 0.85 \n",
" \n",
" \n",
" 6 \n",
" 1990 \n",
" Colombo \n",
" Sri Lanka \n",
" Asia \n",
" Asia \n",
" 0.33 \n",
" 0.33 \n",
" \n",
" \n",
" 7 \n",
" 1990 \n",
" Dalian \n",
" China \n",
" Asia \n",
" China \n",
" 0.11 \n",
" 0.11 \n",
" \n",
" \n",
" 23 \n",
" 1990 \n",
" Dammam \n",
" Saudi Arabia \n",
" Middle East \n",
" Middle East \n",
" 0.96 \n",
" 0.96 \n",
" \n",
" \n",
" 8 \n",
" 1990 \n",
" Dubai \n",
" UAE \n",
" Middle East \n",
" Middle East \n",
" 1.04 \n",
" 1.04 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Year Seaport Country Region \\\n",
"0 1990 Abu Dhabi UAE Middle East \n",
"1 1990 Alexandria Egypt Middle East \n",
"2 1990 Algeciras Spain Mediterranean \n",
"3 1990 Barcelona Spain Mediterranean \n",
"4 1990 Busan South Korea Asia \n",
"5 1990 Cartagena Colombia Central & South America \n",
"6 1990 Colombo Sri Lanka Asia \n",
"7 1990 Dalian China Asia \n",
"23 1990 Dammam Saudi Arabia Middle East \n",
"8 1990 Dubai UAE Middle East \n",
"\n",
" Region (with China) Reclaimed area (km^2, raw) \\\n",
"0 Middle East 11.76 \n",
"1 Middle East 0.44 \n",
"2 Mediterranean 0.62 \n",
"3 Mediterranean NaN \n",
"4 Asia 5.60 \n",
"5 Central & South America 0.85 \n",
"6 Asia 0.33 \n",
"7 China 0.11 \n",
"23 Middle East 0.96 \n",
"8 Middle East 1.04 \n",
"\n",
" Reclaimed area (km^2, smoothed) \n",
"0 11.76 \n",
"1 0.44 \n",
"2 0.62 \n",
"3 NaN \n",
"4 5.60 \n",
"5 0.85 \n",
"6 0.33 \n",
"7 0.11 \n",
"23 0.96 \n",
"8 1.04 "
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Dataframe that contains full set of 1990 and 2020 data for direct comparison\n",
"comp = RECTIME.loc[(RECTIME['Year'] == 1990) | (RECTIME['Year'] == 2020)].copy()\n",
"\n",
"comp.replace(0, np.nan, inplace=True)\n",
"\n",
"comp.head(10)\n"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "f8aee506",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Create plot for inset of Fig. 2 in Sengupta & Lazarus (2023)\n",
"\n",
"f, ax = plt.subplots(figsize = (6, 6))\n",
"\n",
"custom = {'font': 'Arial',\n",
" 'xtick.direction': 'in',\n",
" 'ytick.direction': 'in',\n",
" 'xtick.top': 'True',\n",
" 'ytick.right': 'True'}\n",
"\n",
"sns.set_style('ticks', rc = custom)\n",
"\n",
"# Main panel\n",
"sns.lineplot(data = Ry,\n",
" x = \"Year\",\n",
" y = \"Reclaimed area (km^2, smoothed)\",\n",
" color = 'k',\n",
" linewidth = 2)\n",
"\n",
"plt.xlabel('Year')\n",
"plt.ylabel('Total reclaimed area seaward ($\\mathregular{km^2}$)')\n",
"\n",
"\n",
"# Inset panel...\n",
"# axins = (ax, '30%', '30%', loc = 'upper left', borderpad = 3)\n",
"# axins = (ax, '30%', '30%', bbox_to_anchor = (0, 0.55), loc ='upper left', borderpad=1)\n",
"from matplotlib.transforms import blended_transform_factory # noqa\n",
"transform = blended_transform_factory(f.transFigure, ax.transAxes)\n",
"axins = inset_axes(ax, '40%', '40%', bbox_to_anchor=(0.12, 0, 1, 1.025), bbox_transform=transform, loc=2, borderpad=2)\n",
"\n",
"sns.histplot(data = comp,\n",
" x = np.log(comp['Reclaimed area (km^2, smoothed)']),\n",
" hue = 'Year',\n",
" stat = 'percent',\n",
" element = 'step',\n",
" fill = True,\n",
" common_norm = False,\n",
" palette = ['#adadad', '#5c5c5c'],\n",
" alpha = 0.2)\n",
"\n",
"plt.xlabel('ln[Total reclaimed area seaward ($\\mathregular{km^2}$)]')\n",
"plt.ylabel('percent')\n",
"sns.move_legend(axins, loc = 'upper right', bbox_to_anchor = (1.5, 1))\n",
"\n",
"\n",
"# plt.legend(axins, frameon=False)\n",
"\n",
"ax.set_box_aspect(1)\n",
"axins.set_box_aspect(1)\n",
"\n",
"# plt.savefig('Fig2_doubleinset.png', dpi = 300)"
]
},
{
"cell_type": "markdown",
"id": "304b00fb",
"metadata": {},
"source": [
"## Exploring total seaward expansion, container volume (TEU), and sector shares in 2020"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "e9761e17",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Seaport \n",
" Country \n",
" Region \n",
" Total reclaimed area (km^2) \n",
" Rank by total reclamation \n",
" TEU (millions, 2020) \n",
" Rank by Lloyd's List (2020 data) \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" Shanghai \n",
" China \n",
" Asia \n",
" 51.86 \n",
" 4 \n",
" 43.5034 \n",
" 1 \n",
" \n",
" \n",
" 1 \n",
" Singapore \n",
" Singapore \n",
" Asia \n",
" 58.86 \n",
" 2 \n",
" 36.8709 \n",
" 2 \n",
" \n",
" \n",
" 2 \n",
" Ningbo-Zhoushan \n",
" China \n",
" Asia \n",
" 28.67 \n",
" 10 \n",
" 28.7200 \n",
" 3 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Seaport Country Region Total reclaimed area (km^2) \\\n",
"0 Shanghai China Asia 51.86 \n",
"1 Singapore Singapore Asia 58.86 \n",
"2 Ningbo-Zhoushan China Asia 28.67 \n",
"\n",
" Rank by total reclamation TEU (millions, 2020) \\\n",
"0 4 43.5034 \n",
"1 2 36.8709 \n",
"2 10 28.7200 \n",
"\n",
" Rank by Lloyd's List (2020 data) \n",
"0 1 \n",
"1 2 \n",
"2 3 "
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"TEUS = pd.read_csv(\"Sengupta_Lazarus_REC_TEU_totals_v02.csv\")\n",
"\n",
"TEUS.head(3)"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "7498c6c3",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Seaport \n",
" Country \n",
" Region \n",
" Region (with China) \n",
" Total reclaimed area (km^2) \n",
" Rank by total reclamation \n",
" TEU (millions, 2020) \n",
" Rank by Lloyd's List (2020 data) \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" Shanghai \n",
" China \n",
" Asia \n",
" China \n",
" 51.86 \n",
" 4 \n",
" 43.503400 \n",
" 1 \n",
" \n",
" \n",
" 1 \n",
" Singapore \n",
" Singapore \n",
" Asia \n",
" Asia \n",
" 58.86 \n",
" 2 \n",
" 36.870900 \n",
" 2 \n",
" \n",
" \n",
" 2 \n",
" Ningbo-Zhoushan \n",
" China \n",
" Asia \n",
" China \n",
" 28.67 \n",
" 10 \n",
" 28.720000 \n",
" 3 \n",
" \n",
" \n",
" 3 \n",
" Shenzhen \n",
" China \n",
" Asia \n",
" China \n",
" 33.87 \n",
" 7 \n",
" 26.550000 \n",
" 4 \n",
" \n",
" \n",
" 4 \n",
" Guangzhou \n",
" China \n",
" Asia \n",
" China \n",
" 32.91 \n",
" 8 \n",
" 23.505300 \n",
" 5 \n",
" \n",
" \n",
" 5 \n",
" Qingdao \n",
" China \n",
" Asia \n",
" China \n",
" 30.78 \n",
" 9 \n",
" 22.010000 \n",
" 6 \n",
" \n",
" \n",
" 6 \n",
" Busan \n",
" South Korea \n",
" Asia \n",
" Asia \n",
" 21.87 \n",
" 15 \n",
" 21.824000 \n",
" 7 \n",
" \n",
" \n",
" 7 \n",
" Tianjin \n",
" China \n",
" Asia \n",
" China \n",
" 183.78 \n",
" 1 \n",
" 18.353100 \n",
" 8 \n",
" \n",
" \n",
" 8 \n",
" Hong Kong \n",
" China \n",
" Asia \n",
" China \n",
" 5.07 \n",
" 32 \n",
" 17.953000 \n",
" 9 \n",
" \n",
" \n",
" 9 \n",
" Rotterdam \n",
" Netherlands \n",
" Northern Europe \n",
" Northern Europe \n",
" 24.76 \n",
" 13 \n",
" 14.349446 \n",
" 10 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Seaport Country Region Region (with China) \\\n",
"0 Shanghai China Asia China \n",
"1 Singapore Singapore Asia Asia \n",
"2 Ningbo-Zhoushan China Asia China \n",
"3 Shenzhen China Asia China \n",
"4 Guangzhou China Asia China \n",
"5 Qingdao China Asia China \n",
"6 Busan South Korea Asia Asia \n",
"7 Tianjin China Asia China \n",
"8 Hong Kong China Asia China \n",
"9 Rotterdam Netherlands Northern Europe Northern Europe \n",
"\n",
" Total reclaimed area (km^2) Rank by total reclamation \\\n",
"0 51.86 4 \n",
"1 58.86 2 \n",
"2 28.67 10 \n",
"3 33.87 7 \n",
"4 32.91 8 \n",
"5 30.78 9 \n",
"6 21.87 15 \n",
"7 183.78 1 \n",
"8 5.07 32 \n",
"9 24.76 13 \n",
"\n",
" TEU (millions, 2020) Rank by Lloyd's List (2020 data) \n",
"0 43.503400 1 \n",
"1 36.870900 2 \n",
"2 28.720000 3 \n",
"3 26.550000 4 \n",
"4 23.505300 5 \n",
"5 22.010000 6 \n",
"6 21.824000 7 \n",
"7 18.353100 8 \n",
"8 17.953000 9 \n",
"9 14.349446 10 "
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Add China as its own region (alternative region grouping)\n",
"\n",
"TEUS[\"Region (with China)\"] = TEUS[\"Region\"]\n",
"\n",
"TEUS.loc[TEUS['Country'] == 'China', 'Region (with China)'] = 'China'\n",
"\n",
"# tidy up...\n",
"R2 = TEUS.pop(\"Region (with China)\")\n",
"TEUS.insert(3, \"Region (with China)\", R2)\n",
"\n",
"TEUS.sort_values(by=[\"Rank by Lloyd's List (2020 data)\"], inplace=True)\n",
"\n",
"TEUS.head(10)"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "076728a6",
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Bar plot for Fig. 2 in Sengupta & Lazarus (2023)\n",
"\n",
"f, ax = plt.subplots(figsize = (18, 10))\n",
"\n",
"df = TEUS\n",
"df.sort_values(by=[\"Total reclaimed area (km^2)\"], ascending=False, inplace=True)\n",
"\n",
"matches = ['Middle East', 'Mediterranean', 'Asia', 'Central & South America',\n",
" 'China', 'Africa', 'Northern Europe', 'North America', 'Oceania']\n",
"\n",
"custom = {'font': 'Arial',\n",
" 'xtick.direction': 'in',\n",
" 'ytick.direction': 'in',\n",
" 'xtick.top': 'True',\n",
" 'ytick.right': 'True'}\n",
"\n",
"sns.set_style('ticks', rc = custom)\n",
"\n",
"\n",
"sns.barplot(data=df,\n",
" x=\"Seaport\",\n",
" y=\"Total reclaimed area (km^2)\",\n",
" hue = \"Region (with China)\",\n",
" palette = 'tab10_r',\n",
" dodge = False,\n",
" hue_order = matches\n",
" )\n",
"\n",
"plt.xticks(rotation=90)\n",
"plt.legend(loc = 'lower right', ncol = 3, frameon=False, bbox_to_anchor = (1, 0.05))\n",
"\n",
"ax.set_ylabel('Total reclaimed area ($\\mathregular{km^2}$)')\n",
"\n",
"\n",
"plt.tight_layout()\n",
"\n",
"# plt.savefig('Bar-Total-Rec_V3.png', dpi = 300)"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "7530e2b7",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Region (with China)\n",
"Africa 4.320672\n",
"Asia 159.669307\n",
"Central & South America 3.127579\n",
"China 237.675700\n",
"Mediterranean 27.201747\n",
"Middle East 35.489214\n",
"North America 12.122032\n",
"Northern Europe 20.201446\n",
"Oceania 2.395773\n",
"Name: TEU (millions, 2020), dtype: float64"
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Total TEU (millions) per region in 2020 (from LL 2020 data)\n",
"TEUregshare = TEUS.groupby(\"Region (with China)\")[\"TEU (millions, 2020)\"].sum()\n",
"TEUregshare"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "3c69f6b0",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"502.2034700000001"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Total TEU (millions) from these 66 seaports in 2020 overall (from LL 2020 data)\n",
"TEUregshare = TEUS.groupby(\"Region (with China)\")[\"TEU (millions, 2020)\"].sum().sum()\n",
"TEUregshare"
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "817d8bff",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Region (with China)\n",
"Africa 0.683434\n",
"Asia 25.256138\n",
"Central & South America 0.494714\n",
"China 37.595017\n",
"Mediterranean 4.302712\n",
"Middle East 5.613606\n",
"North America 1.917436\n",
"Northern Europe 3.195420\n",
"Oceania 0.378958\n",
"Name: TEU (millions, 2020), dtype: float64"
]
},
"execution_count": 25,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Total TEU (millions) per region in 2020 (from LL 2020 data)\n",
"TEUregshare = TEUS.groupby(\"Region (with China)\")[\"TEU (millions, 2020)\"].sum()\n",
"(TEUregshare/632.2)*100 # as percentages of total TEUs across top 100 container ports (LL 2020 data)"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "dd92c377",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Year \n",
" Seaport \n",
" Country \n",
" Region \n",
" Region (with China) \n",
" Reclaimed area (km^2, raw) \n",
" Area \n",
" percent \n",
" \n",
" \n",
" \n",
" \n",
" 2042 \n",
" 2020 \n",
" Yingkou \n",
" China \n",
" Asia \n",
" China \n",
" 51.87 \n",
" 51.87 \n",
" 1.745783 \n",
" \n",
" \n",
" 2044 \n",
" 2020 \n",
" Yokohama \n",
" Japan \n",
" Asia \n",
" Asia \n",
" 3.18 \n",
" 3.18 \n",
" 9.655172 \n",
" \n",
" \n",
" 2045 \n",
" 2020 \n",
" Zhuhai \n",
" China \n",
" Asia \n",
" China \n",
" 5.77 \n",
" 6.09 \n",
" 1.331115 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Year Seaport Country Region Region (with China) \\\n",
"2042 2020 Yingkou China Asia China \n",
"2044 2020 Yokohama Japan Asia Asia \n",
"2045 2020 Zhuhai China Asia China \n",
"\n",
" Reclaimed area (km^2, raw) Area percent \n",
"2042 51.87 51.87 1.745783 \n",
"2044 3.18 3.18 9.655172 \n",
"2045 5.77 6.09 1.331115 "
]
},
"execution_count": 26,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Routine calculates annual percent seaward change at each seaport \n",
"RTP = RECTIME.copy()\n",
"RTP = RTP.rename(columns={'Reclaimed area (km^2, smoothed)': 'Area'})\n",
"\n",
"# calculate annual percent change in reclaimed area for each seaport and add as a new column:\n",
"RTP2 = pd.DataFrame(RTP\n",
" .assign(percent=(RTP\n",
" .groupby('Seaport')\n",
" .Area\n",
" .transform('pct_change')))\n",
")\n",
"\n",
"\n",
"RTP2[\"percent\"].clip(lower=0, inplace=True)\n",
"RTP2['percent'] = RTP2['percent'].fillna(0)\n",
"RTP2['percent'] = RTP2['percent']*100\n",
"\n",
"RTP2.tail(3) # datframe check\n"
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "baeb5e22",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 27,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Produce gridded subplots for Fig. 3 of Sengupta & Lazarus (2023)\n",
"\n",
"df = RTP2\n",
"\n",
"custom = {'font': 'Arial',\n",
" 'xtick.direction': 'in',\n",
" 'ytick.direction': 'in',\n",
" 'xtick.top': 'True',\n",
" 'ytick.right': 'True'}\n",
"\n",
"sns.set_style('ticks', rc = custom)\n",
"\n",
"def twin_lineplot(x,y,color,**kwargs):\n",
" ax = plt.twinx()\n",
" sns.lineplot(x=x,y=y,color=color,**kwargs, ax=ax)\n",
" ax.set_box_aspect(1)\n",
" ax.set_ylabel('')\n",
"\n",
"# Initialize a grid of plots with an Axes for each walk\n",
"grid = sns.FacetGrid(df,\n",
" col = \"Seaport\",\n",
" hue = \"Region (with China)\",\n",
" palette = \"tab10_r\",\n",
" col_wrap = 7,\n",
" height = 2,\n",
" sharey = False,\n",
" sharex = False,\n",
" despine = False,\n",
" aspect=1)\n",
"\n",
"# Show the trajectory for each city\n",
"grid.map(plt.plot, \"Year\", \"Area\", linewidth = 3)\n",
"\n",
"grid.map(twin_lineplot, \"Year\", 'percent', color='k', linewidth = 0.5, legend = False)\n",
"\n",
"grid.set_axis_labels('Year', 'Reclaimed area ($\\mathregular{km^2}$)')\n",
"\n",
"\n",
"# Adding y-axis label at the far right side of the grid\n",
"grid.set_ylabels(\"Reclaimed area ($\\mathregular{km^2}$)\", labelpad=20, va=\"center\", position=\"right\")\n",
"\n",
"\n",
"grid.set_titles(template = \"{col_name}\")\n",
"\n",
"\n",
"# Get the number of rows in the grid\n",
"num_rows = 7\n",
"\n",
"# Add vertical text annotation to the last subplot of each row\n",
"for i, ax in enumerate(grid.axes.flat):\n",
" if (i + 1) % num_rows == 0:\n",
" ax.annotate('Annual percent change', xy=(1, 0.5), xytext=(21, 0),\n",
" xycoords='axes fraction', textcoords='offset points',\n",
" ha='left', va='center', rotation='vertical')\n",
"\n",
"\n",
"# grid.add_legend(loc='lower center', bbox_to_anchor=(0.32, -0.03), ncol=5)\n",
"grid.add_legend(loc='lower right', bbox_to_anchor=(0.65, 0.05), ncol=5)\n",
"\n",
"\n",
"# plt.savefig('Full_TS_v4.png', dpi = 300, bbox_inches='tight')"
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "753a422e",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Seaport \n",
" Country \n",
" Region \n",
" Region (with China) \n",
" Total reclaimed area (km^2) \n",
" Rank by total reclamation \n",
" TEU (millions, 2020) \n",
" Rank by Lloyd's List (2020 data) \n",
" \n",
" \n",
" \n",
" \n",
" 7 \n",
" Tianjin \n",
" China \n",
" Asia \n",
" China \n",
" 183.78 \n",
" 1 \n",
" 18.3531 \n",
" 8 \n",
" \n",
" \n",
" 1 \n",
" Singapore \n",
" Singapore \n",
" Asia \n",
" Asia \n",
" 58.86 \n",
" 2 \n",
" 36.8709 \n",
" 2 \n",
" \n",
" \n",
" 21 \n",
" Yingkou \n",
" China \n",
" Asia \n",
" China \n",
" 51.87 \n",
" 3 \n",
" 5.6500 \n",
" 27 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Seaport Country Region Region (with China) \\\n",
"7 Tianjin China Asia China \n",
"1 Singapore Singapore Asia Asia \n",
"21 Yingkou China Asia China \n",
"\n",
" Total reclaimed area (km^2) Rank by total reclamation \\\n",
"7 183.78 1 \n",
"1 58.86 2 \n",
"21 51.87 3 \n",
"\n",
" TEU (millions, 2020) Rank by Lloyd's List (2020 data) \n",
"7 18.3531 8 \n",
"1 36.8709 2 \n",
"21 5.6500 27 "
]
},
"execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"TEUS.head(3)"
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "2416c0dd",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Seaport \n",
" Country \n",
" Region \n",
" Region (with China) \n",
" Total reclaimed area \n",
" Rank by total reclamation \n",
" TEU (millions, 2020) \n",
" LL20 rank \n",
" \n",
" \n",
" \n",
" \n",
" 41 \n",
" Abu Dhabi \n",
" UAE \n",
" Middle East \n",
" Middle East \n",
" 24.87 \n",
" 12 \n",
" 3.220000 \n",
" 56 \n",
" \n",
" \n",
" 64 \n",
" Alexandria \n",
" Egypt \n",
" Middle East \n",
" Middle East \n",
" 2.26 \n",
" 56 \n",
" 1.677017 \n",
" 99 \n",
" \n",
" \n",
" 27 \n",
" Algeciras \n",
" Spain \n",
" Mediterranean \n",
" Mediterranean \n",
" 3.06 \n",
" 51 \n",
" 5.107873 \n",
" 33 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Seaport Country Region Region (with China) \\\n",
"41 Abu Dhabi UAE Middle East Middle East \n",
"64 Alexandria Egypt Middle East Middle East \n",
"27 Algeciras Spain Mediterranean Mediterranean \n",
"\n",
" Total reclaimed area Rank by total reclamation TEU (millions, 2020) \\\n",
"41 24.87 12 3.220000 \n",
"64 2.26 56 1.677017 \n",
"27 3.06 51 5.107873 \n",
"\n",
" LL20 rank \n",
"41 56 \n",
"64 99 \n",
"27 33 "
]
},
"execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"TEUS = pd.read_csv(\"Sengupta_Lazarus_REC_TEU_totals_v02.csv\")\n",
"\n",
"# Add China as its own region (alternative region grouping)\n",
"\n",
"TEUS[\"Region (with China)\"] = TEUS[\"Region\"]\n",
"\n",
"TEUS.loc[TEUS['Country'] == 'China', 'Region (with China)'] = 'China'\n",
"\n",
"# tidy up...\n",
"R2 = TEUS.pop(\"Region (with China)\")\n",
"TEUS.insert(3, \"Region (with China)\", R2)\n",
"\n",
"TEUS.sort_values(by=[\"Rank by Lloyd's List (2020 data)\"], inplace=True)\n",
"\n",
"\n",
"df = TEUS\n",
"df.sort_values(by=[\"Seaport\"], inplace=True)\n",
"\n",
"df = df.rename(columns={\"Rank by Lloyd's List (2020 data)\": 'LL20 rank',\n",
" 'Total reclaimed area (km^2)': 'Total reclaimed area'})\n",
"\n",
"df.head(3)\n"
]
},
{
"cell_type": "code",
"execution_count": 30,
"id": "358676d1",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(10, -10, 'b')"
]
},
"execution_count": 30,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"f, axes = plt.subplots(1, 2, figsize = (12, 6))\n",
"\n",
"# PANEL A\n",
"\n",
"sns.scatterplot(data = df,\n",
" x = \"TEU (millions, 2020)\",\n",
" y = \"Total reclaimed area\",\n",
" hue = 'Region (with China)',\n",
" palette = 'tab10_r',\n",
" ax = axes[0],\n",
" legend = False\n",
" )\n",
" \n",
"\n",
"sns.despine(right=False, top=False)\n",
"axes[0].set_xscale('log')\n",
"axes[0].set_yscale('log')\n",
"axes[0].set_box_aspect(1)\n",
"\n",
"axes[0].set_ylabel(\"Total reclaimed area ($\\mathregular{km^2}$)\")\n",
"axes[0].set_xlabel(\"TEU (millions, 2020)\")\n",
"\n",
"# sns.move_legend(ax, loc = 'lower right')\n",
"# ax.legend(loc = 'center right', bbox_to_anchor = (1.46, 0.5), frameon=False)\n",
"\n",
"\n",
"# Panel B\n",
"\n",
"sns.scatterplot(data = df,\n",
" x = df[\"LL20 rank\"]/np.max(df[\"LL20 rank\"]),\n",
" y = df['Rank by total reclamation']/np.max(df['Rank by total reclamation']),\n",
" size = np.log(df['Total reclaimed area']),\n",
" hue = 'Region (with China)',\n",
" palette = 'tab10_r',\n",
" ax = axes[1]\n",
" )\n",
" \n",
"\n",
"sns.despine(right=False, top=False)\n",
"axes[1].set_box_aspect(1)\n",
"\n",
"axes[1].invert_yaxis()\n",
"\n",
"# make reference line\n",
"plt.plot([0, 1], [0, 1], linewidth=0.5, color = 'k')\n",
"axes[1].fill_between([0, 1], [0, 1], 1, color = '0.6', alpha=0.2)\n",
"\n",
"plt.ylabel(\"Normalised rank by total reclamation\")\n",
"plt.xlabel(\"Normalised rank from Lloyd's List (2020 data)\")\n",
"\n",
"# sns.move_legend(ax, loc = 'lower right')\n",
"axes[1].legend(loc = 'center right', bbox_to_anchor = (1.49, 0.5), frameon=False)\n",
"\n",
"axes[0].annotate('a', xy=(-0.15,1), xycoords=\"axes fraction\",\n",
" xytext=(10,-10), textcoords=\"offset points\",\n",
" ha=\"left\", va=\"top\",\n",
" size = 16, color = 'black', weight = 'semibold')\n",
"\n",
"axes[1].annotate('b', xy=(-0.15,1), xycoords=\"axes fraction\",\n",
" xytext=(10,-10), textcoords=\"offset points\",\n",
" ha=\"left\", va=\"top\",\n",
" size = 16, color = 'black', weight = 'semibold')\n",
"\n",
"\n",
"# plt.savefig('Scatters_paired.png', dpi = 300, bbox_inches='tight')"
]
},
{
"cell_type": "code",
"execution_count": 31,
"id": "e101a2f3",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"27"
]
},
"execution_count": 31,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Number of seaports whose relative rank in terms of reclamation exceeds relative rank by container vol\n",
"x = df['LL20 rank']/np.max(df['LL20 rank'])\n",
"y = df['Rank by total reclamation']/np.max(df['Rank by total reclamation'])\n",
"\n",
"R = x-y\n",
"sum(R>0) \n"
]
},
{
"cell_type": "code",
"execution_count": 32,
"id": "be291b5e",
"metadata": {},
"outputs": [],
"source": [
"# print(sns.color_palette(\"tab10_r\", 10).as_hex())"
]
},
{
"cell_type": "markdown",
"id": "e593bde7",
"metadata": {},
"source": [
"## Relating reclamation & TEU"
]
},
{
"cell_type": "code",
"execution_count": 33,
"id": "4480089e",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Year \n",
" Seaport \n",
" Country \n",
" Region \n",
" Reclaimed area (km^2, raw) \n",
" Reclaimed area (km^2, smoothed) \n",
" TEU (millions) \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" 2011 \n",
" Tianjin \n",
" China \n",
" Asia \n",
" 96.39 \n",
" 96.39 \n",
" 11.5 \n",
" \n",
" \n",
" 1 \n",
" 2011 \n",
" Singapore \n",
" Singapore \n",
" Asia \n",
" 39.09 \n",
" 39.93 \n",
" 29.9 \n",
" \n",
" \n",
" 2 \n",
" 2011 \n",
" Shanghai \n",
" China \n",
" Asia \n",
" 45.50 \n",
" 45.50 \n",
" 31.7 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Year Seaport Country Region Reclaimed area (km^2, raw) \\\n",
"0 2011 Tianjin China Asia 96.39 \n",
"1 2011 Singapore Singapore Asia 39.09 \n",
"2 2011 Shanghai China Asia 45.50 \n",
"\n",
" Reclaimed area (km^2, smoothed) TEU (millions) \n",
"0 96.39 11.5 \n",
"1 39.93 29.9 \n",
"2 45.50 31.7 "
]
},
"execution_count": 33,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Import the seaward expansion vs trade volume over time dataset...\n",
"TRAJECTS = pd.read_csv(\"Sengupta_Lazarus_REC_TEU_2011_2020_v02.csv\")\n",
"\n",
"TRAJECTS.head(3) # check to confirm"
]
},
{
"cell_type": "code",
"execution_count": 34,
"id": "36849572",
"metadata": {},
"outputs": [],
"source": [
"# Sort by seaport, then year\n",
"TRAJECTS.sort_values(by=['Seaport', 'Year'], inplace=True)"
]
},
{
"cell_type": "code",
"execution_count": 35,
"id": "e93b3a8c",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Region\n",
"Asia 29\n",
"Mediterranean 6\n",
"Middle East 3\n",
"North America 1\n",
"Northern Europe 3\n",
"Oceania 1\n",
"Name: Seaport, dtype: int64"
]
},
"execution_count": 35,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Breakdown of regions in the TRAJECTS set\n",
"Treg = TRAJECTS.groupby(\"Region\")[\"Seaport\"].nunique()\n",
"Treg\n"
]
},
{
"cell_type": "code",
"execution_count": 36,
"id": "6fe1a194",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"43"
]
},
"execution_count": 36,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Total number of seaports in TRAJECTS set\n",
"Treg = TRAJECTS.groupby(\"Region\")[\"Seaport\"].nunique().sum()\n",
"Treg\n"
]
},
{
"cell_type": "code",
"execution_count": 37,
"id": "6a0c4716",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Year \n",
" Seaport \n",
" Country \n",
" Region \n",
" Region (with China) \n",
" Reclaimed area (km^2, raw) \n",
" Reclaimed area (km^2, smoothed) \n",
" TEU (millions) \n",
" \n",
" \n",
" \n",
" \n",
" 27 \n",
" 2011 \n",
" Algeciras \n",
" Spain \n",
" Mediterranean \n",
" Mediterranean \n",
" 2.48 \n",
" 2.48 \n",
" 3.60 \n",
" \n",
" \n",
" 70 \n",
" 2012 \n",
" Algeciras \n",
" Spain \n",
" Mediterranean \n",
" Mediterranean \n",
" 2.66 \n",
" 2.63 \n",
" 4.11 \n",
" \n",
" \n",
" 113 \n",
" 2013 \n",
" Algeciras \n",
" Spain \n",
" Mediterranean \n",
" Mediterranean \n",
" 2.91 \n",
" 2.66 \n",
" 4.50 \n",
" \n",
" \n",
" 156 \n",
" 2014 \n",
" Algeciras \n",
" Spain \n",
" Mediterranean \n",
" Mediterranean \n",
" 2.69 \n",
" 2.69 \n",
" 4.55 \n",
" \n",
" \n",
" 199 \n",
" 2015 \n",
" Algeciras \n",
" Spain \n",
" Mediterranean \n",
" Mediterranean \n",
" 2.63 \n",
" 2.69 \n",
" 4.51 \n",
" \n",
" \n",
" 242 \n",
" 2016 \n",
" Algeciras \n",
" Spain \n",
" Mediterranean \n",
" Mediterranean \n",
" 2.75 \n",
" 2.74 \n",
" 4.76 \n",
" \n",
" \n",
" 285 \n",
" 2017 \n",
" Algeciras \n",
" Spain \n",
" Mediterranean \n",
" Mediterranean \n",
" 2.74 \n",
" 2.74 \n",
" 4.38 \n",
" \n",
" \n",
" 328 \n",
" 2018 \n",
" Algeciras \n",
" Spain \n",
" Mediterranean \n",
" Mediterranean \n",
" 2.69 \n",
" 2.75 \n",
" 4.77 \n",
" \n",
" \n",
" 371 \n",
" 2019 \n",
" Algeciras \n",
" Spain \n",
" Mediterranean \n",
" Mediterranean \n",
" 2.77 \n",
" 2.77 \n",
" 5.12 \n",
" \n",
" \n",
" 414 \n",
" 2020 \n",
" Algeciras \n",
" Spain \n",
" Mediterranean \n",
" Mediterranean \n",
" 3.06 \n",
" 3.06 \n",
" 5.11 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Year Seaport Country Region Region (with China) \\\n",
"27 2011 Algeciras Spain Mediterranean Mediterranean \n",
"70 2012 Algeciras Spain Mediterranean Mediterranean \n",
"113 2013 Algeciras Spain Mediterranean Mediterranean \n",
"156 2014 Algeciras Spain Mediterranean Mediterranean \n",
"199 2015 Algeciras Spain Mediterranean Mediterranean \n",
"242 2016 Algeciras Spain Mediterranean Mediterranean \n",
"285 2017 Algeciras Spain Mediterranean Mediterranean \n",
"328 2018 Algeciras Spain Mediterranean Mediterranean \n",
"371 2019 Algeciras Spain Mediterranean Mediterranean \n",
"414 2020 Algeciras Spain Mediterranean Mediterranean \n",
"\n",
" Reclaimed area (km^2, raw) Reclaimed area (km^2, smoothed) \\\n",
"27 2.48 2.48 \n",
"70 2.66 2.63 \n",
"113 2.91 2.66 \n",
"156 2.69 2.69 \n",
"199 2.63 2.69 \n",
"242 2.75 2.74 \n",
"285 2.74 2.74 \n",
"328 2.69 2.75 \n",
"371 2.77 2.77 \n",
"414 3.06 3.06 \n",
"\n",
" TEU (millions) \n",
"27 3.60 \n",
"70 4.11 \n",
"113 4.50 \n",
"156 4.55 \n",
"199 4.51 \n",
"242 4.76 \n",
"285 4.38 \n",
"328 4.77 \n",
"371 5.12 \n",
"414 5.11 "
]
},
"execution_count": 37,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Make China its own region (as above)...\n",
"TRAJECTS[\"Region (with China)\"] = TRAJECTS[\"Region\"]\n",
"\n",
"TRAJECTS.loc[TRAJECTS['Country'] == 'China', 'Region (with China)'] = 'China'\n",
"\n",
"# tidy up...\n",
"R2 = TRAJECTS.pop(\"Region (with China)\")\n",
"TRAJECTS.insert(4, \"Region (with China)\", R2)\n",
"\n",
"TRAJECTS.head(10)"
]
},
{
"cell_type": "code",
"execution_count": 38,
"id": "c7158f4d",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['#bcbd22', '#7f7f7f', '#e377c2', '#8c564b', '#9467bd', '#d62728', '#2ca02c', '#ff7f0e', '#1f77b4']\n"
]
}
],
"source": [
"print(sns.color_palette(\"tab10_r\", 9).as_hex())"
]
},
{
"cell_type": "code",
"execution_count": 39,
"id": "30c2c687",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 39,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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atez/zs7OZsGCBZw9e5Z69erRpk0boHjUhUajYePGjaxYsYIZM2ag1WoZMmQIb775JjVq1LiDT0SoTj7//HN7PXuDwcD69et54okn2Lx5M61bt+b8+fM8//zzZGZm0rRpU/z9/a8binntsZqZmXndcd6xY0egONm3ePFiPvjgA/tzFovFfjxfkZ+fj9lspl69eg7L69WrZy9JAI43xVxcXOxxKZVK1qxZw7Zt2/Dw8CAkJAStViuGkApl4nbnzK2EhoaybNky1q5dy6pVq9BoNDz22GM899xzJTpuAwMDHfanVqux2Wxl/yYFgavHW2ZmJo0aNbru+aysLLKzs/Hz87NfMENx28jX15eUlBSH7+ns7Gzq1KnjMGfEle/5K0kFX19fFAoFUPxdDuDj42NfX6lUOhzz1/5OuLu722/O3u61/n0uCUJZu5LAq1mzJiqVivDwcCZNmoRer6dZs2YO7ZabKel21x7ParVatHcEp3XteXE7Pj4+Dt//tWvXtt8wKioq4v/+7/+IiIggODiYVq1aIUmSaBMJ5ertt9++bg6I7Oxs9Ho9L774or3dAsWdV6/tMHEzEyZMYNWqVYSGhjrcG/r2229ZtmwZ8+fPJzMzk969ezNv3jyHG7lXXv9W7bDBgwdTUFBATEwMf//9Nw8++CAFBQUcPHgQSZLo3bs3Go2GlJQUoqKi6Ny5s30/NptNzPMl3JUr7ZP09HQaN24MQPfu3Tl69ChQPKph+fLlpKSkcPjwYYfjz2q10qBBg+v2BcVtHSg+Rq9U06hfv779eZVKRe3atUlJSUGtVrN9+3Y2bdqEQqGgRYsWaLXaCp3z19lU33cuM6PRyJYtW1iwYAE9evSwL4+OjubZZ58lLi7OvqxmzZpoNBpSU1Np0qQJAHq93j4JUHBwMBqNhvDwcPsXtclkIikpiYYNG1K7dm327dvn8Po//PDDTRtgVy7AAV588UUGDBjAV199hYuLC7m5uXz33XdA8SSoGRkZ9lrg586d45VXXuHzzz9n9uzZd/sRCdWIRqPh6aef5osvvuDgwYMEBATw4osvsnz5cntN1l27drF7926H7a49VmvXrs3ly5cdnv/oo48YMWIEwcHBvPDCCwwbNsz+XGJiIr6+vg7rBwQE4ObmRlJSEk2bNnVY99+1YW/km2++4cCBA2zbts1+82vKlCkl+xAEoRT+fc60bt0apVJpr2UJjhPFpaamUrNmTb766itMJhOHDh1i2rRptG7dmujoaHHcCk6lbt26tGjRgh07dhAWFubwXHZ2Nv3792fatGnk5uai1WrtF7+FhYXk5uYSGBjocCO0bt26pKamYrVa7e2kxMREoPiiIj4+3uH3pCSunWtCq9WSm5tL3bp1sVqtt3wtQShvf/zxBx4eHrRv356TJ0/yzjvvsGnTJnuni9WrV992pMKdbicIzura8+JW7SUo/k7X6/V4eHgAkJSUZO8IeKWj3f79+3Fzc8Nms133OyUIFcHPzw83NzdWr15Nhw4d7Mvj4+MJCgq67fZvvfUWvXv35vTp02zYsIEJEyZgNBqJjY1l3rx5uLi4kJCQwJtvvsl7773H0qVLHbavW7fuLdthrq6u9O7dmz179nDs2DEWL15MQUEBv/32G0VFRfYqIMHBwXTt2pWvvvrKvu/c3Fx0Ol0ZfEpCdVW3bl3atm3L999/T7du3W66XnBwMA899JC9BBkUt/FL0qHiyu9CYmIizZs3B7BfBwQGBrJz507WrVvHxo0badiwIQDvvPMO0dHRd/PWKjVRgkkm27ZtQ6FQMHz4cIKDg+3/9enThxYtWvDNN9/Y11UqlYwePZply5aRnp5OUVERCxcuxGq1AtCuXTsaNmzIokWL0Ol0GAwG3nvvPZ588kmsVivDhg3j7Nmz/O9//8NqtXLmzBkWLVpUosxbYWEhGo0GlUpFTk4O7777LlCcWdfpdEyaNIlt27YhSRK1atVCqVTaR2YIQklZLBZ++OEHCgoK6NSpEzqdDqvViru7OwCxsbH2WnlXJoH7t4cffpjNmzdz6tQpbDYbP/zwA+vXr8fPz4+xY8fy2Wef2RN7f//9N8OGDXOo5w3F59qoUaNYsmQJly5dwmQy8e233xIbG+uQvLiZKxlttVqNxWLh559/5u+//3a4yBGEsvDvcwagadOm7NmzB4PBQGZmpsMcDqdPn+aZZ57h/PnzuLq62hPQfn5+4rgVnNJbb73FDz/8wPLly8nNzUWSJM6dO8eUKVNo3bo1Tz31FM2aNePtt9+msLCQwsJC5s2bR4MGDeyj3664MkL0gw8+sJ8fCxYsoFu3bg6jS0tj9erVxMfHU1RUxIIFC7jnnnto06ZNubyWIJSEyWRix44dLFmyhJdffhkvLy8KCwtRKpVoNBoATpw4wZo1a27alrriTrcTBGdzo/OiadOm7Nq1C4vFQmJiIlu2bHHYxmq1smjRIvR6PXFxcXz11Vf2OuJarRY3NzeUSiVarZb//ve/aLVa0WYSKtyVe0QffvghaWlp2Gw2fvrpJx544IGbTkR9xbfffsvZs2dZuHAh//d//8fixYuJiYlBoVDwyiuvsHr1aiwWC4GBgbi4uNjv77i6ulJYWAhA27Ztb9sOGzx4MN988w2NGjXC39+fXr16cfToUc6ePUu/fv0AGD58OCdOnGDr1q1YLBYyMjKYMmUKixYtKr8PT6gWrszl8NZbb5GQkIAkSWi1Wv73v/+xbNkyatWqxejRo9m+fTv79+/HZrNx8eJF/vOf/9x0bt5r1apVi759+/Luu++SmZmJwWDggw8+wGq10r9/f4e2lCRJ/PXXX/zvf/+r1r8XYgSETDZs2MDw4cPtQ3iuNW7cOBYvXuzQG2/GjBm88847DB06FE9PT8aNG4dSqUStVuPi4sLKlStZvHgx9957L0ajkXbt2vH111/j5uZGgwYN+OKLL/jwww955513qFmzJq+99hq9evXixx9/vGWcCxcu5L333mP16tXUqFGDoUOH0qpVK6Kjo+nVqxdLly7l448/Zu7cuWg0GoYOHcqTTz5Z1h+XUAVNmjTJ3jtUoVDQqFEjlixZYm+wvPrqq8yaNYuioiKCg4MZO3Ys77//PtHR0deNXIDixktBQQGzZs0iMzOTZs2a8eWXX+Lv78+TTz6JJEk8//zzZGRkEBQUxNy5cxk4cOB1+3n11VdZtmwZTz75JHl5eYSEhPDVV1/Zh+7dylNPPUV0dDT9+/fHzc2NVq1aMWHCBDExnVAmbnfOzJw5k3nz5tGzZ09q1arFE088wbFjxwAYMmQIFy9e5LnnniM3N5eaNWvy+uuv0759exo2bCiOW8HpdOnShXXr1vH5558zbNgwioqKCAgI4L777mPy5Mmo1WpWrlzJokWLGDJkCCaTiR49evD1119f18HC29ubr7/+mkWLFtkTBAMHDryriaEHDRrElClTyM3NJSwsjBUrVqBUKsvltQThZt5++23eeecdoLhud5MmTZg/fz5Dhw4FoGfPnkyYMIFHH30Um81GvXr1eOyxx/jwww/tpQNu5E63EwRncLvz4u2332bhwoV06dKFRo0aMXr0aId6376+vvj6+tK3b188PT0ZP368vbf2m2++ydy5c+nSpQuenp7069eP3r17V+serYJ8Zs+ezbJly5gwYQJ5eXnUr1+fpUuX0qpVq5tuc/78eT744AOWLl2Kn58fAwcOZOjQobzyyits2bKFzz77jMWLF7Ny5UpUKhV9+vRh5syZAAwdOpSXX36Zfv36sXfv3tu2w/r162e/7wTFpWqCg4Np1KiRfdRE3bp1WbVqFR988AHvvvsuKpWKfv368cYbb5TzpydUdVfmOfzyyy+ZMmUKmZmZKBQKQkJCeOaZZxgzZgyurq4sWbKEJUuW8OKLL+Lu7s4DDzzAK6+8UqLX+O9//8sHH3zAQw89hF6vp0OHDnz77bf4+vry0EMPcezYMYYNG4ZKpaJJkyY88cQTrF+/HpPJhKurazl/As5HIYlinZVCREQEISEh9nqUWq2WTp06sWvXrhvWRxYEQRAEQRAEQRAEQRAEQRAEOYkSTJXE6tWrWbBgAQaDAaPRyNKlS2ncuLFIPgiCIAiCIAiCIAiCIAiCIAhOSSQgKol58+ZRWFhI37596dmzJ5cuXeKLL76QOyxBEARBEARBEARBEARBEARBuCFRgkkQBEEQBEEQBEEQBEEQBEEQhDInRkAIgiAIgiAIgiAIgiAIgiAIglDmRAJCEARBEARBEARBEARBEARBEIQyJxIQgiAIgiAIgiBUGjk5OQwePJjw8HCH5ZGRkbRt21amqARBEARBEARBuBEXuQMoSzabjYyMDDw9PVEoFHKHIzgxSZLQ6XTUqlULpbLq5eHEuSCUlDgXBKGYOBcEoZiznwvHjh3jtddeIzEx0b5MkiR++OEHFixYgMlkuuX24lwQSsrZz4W7Jc4FoaTEuSAIxcS5IAjF7uRcqFIJiIyMDPr27St3GEIlsm/fPoKDg+UOo8yJc0EoLXEuCEIxcS4IQjFnPBd++uknli5dyqxZs3j55Zfty19//XXi4+N54YUXWLRo0S33kZKSwqBBg8o7VKEKccZzoSyI3wWhtMS5IAjFxLkgCMVKcy5UqQSEp6cnUPwBeHl53XQ9rVZL3759b7teZfTv92Y0GjGbzbi7u6NSqeQO746V9d/syv6uHDNVTUnPBWdXnc7V8mQ2mzEajbi5uaFWq28YhzgXyk9VOo4r63uRJAm9Xg+Ah4eHvUfPte8HEOeCDCrrMVXW7uRzMJlMmEwmNBoNLi5l16R35t+FXr16MXz4cFxcXBwSEC+++CLBwcHXlWS6kSuf1ZYtWwgMDLQvd3V1xdXVteyDrgAlPX6ufBcqFAo8PDwqMMLSk+O74co5dYVOp2Po0KFOeS6UBbl/F6rq9//dvi+9Xo8kSQ7tFbk58+9CWZD7XLhTVquVoqIi1Go1bm5uN12vqp5rt1Me71ucC/Ipzd/TYDBgsVgq/X3Q0qrIc/1OzoUqlYC48gPt5eVVog+7pOtVRmazmZ07d3LixAmKiorw9PSkd+/eDBgwoEwvUitaaf5mhYWF6PV63N3d8fHxueE6ztKoK2ulPRecXVV5HzdSnu/NYDBw8OBBoqOjSUhIQK/XU69ePR599FHq1avnsK6znQvnz59n8eLFREVFoVar6dmzJ6+99hr+/v7s2rWLFStWkJSUhK+vLw8//DDPP//8DYf+OdO54AwxlJXK9F5iYmI4fuAouugsrDozbj4auj7Yl5BOre3rXPtenO1cKCvOdC7ciLPGVdFK8jlotVr279pLytF4bHoLSk8XmvZqTY9Bvcv0BrozngvXJgyuVZpeiFfe1+jRox2WT5s2jenTp995cE7gZsePJEnExsYScy6evGQjugIjCpVEr/s60bJtUxkiLbmK/G5YtmwZy5cvv265M54LZcFZfhfkfv3yUtr3denSJU6c+Jvc3HDM5lxUKm/Cwh6hbds+5Rhl6YhzwTlYLBZOnTpFXGocZ/LOkK5Nx1vjzRMDnqBNgzY33a6yvL+yVh7vW5wL8rlVbFlZWezdu5eoqCiKiopwd3end+/e9O3bt1olIiry71eac6Hy3okWbspisfDVV1+RkJBgP8ny8vJYs2YNFy5cYOrUqVWyXt0VBQUF/PnnnyQnJ3Pp0iV0Oh2BgYE8/vjjNGnSRO7wBKFCGI1Gtm7dysWLFzlx4gSSJAGQlpZGREQEM2bMoHv37jJHeWMGg4FnnnmGsWPHsnLlSnQ6HbNnz+b1119n2rRpvPrqq3z88cf07duXhIQEJk2ahIeHB0899ZTcoQtO5tSpUxzbfgC3swbcUQBKpCwjvy34nryxGbR+IEzuEAWhVHQ6HVuWrkNxphAPpRpQQraNuG+PknYuiVEvPHrdSDfhxnbs2EFQUJD9cWUd/VASJ06cICNBS+55DZJNgztgM9n46bO/6DI4h4EPie9CgMmTJzNx4kT74yu9+wShvF24cIHIyO+x2Xbi6ibh6lacOPzjjyNkZDzKwIGvyB2i4CSsViv79+8n0ZbItrxt2LCBF6Rb0pm0ehLThk/j0U6Pyh2mIFS4zMxMvv76a+Lj4+33OwsKCli/fj3R0dE8++yzVfo+aGUgPv0qSKlUcvHixesyfK6urhw4cICTJ0/KFFn50+l0/Pzzz8TGxnLgwAGSkpLIycnh3LlzzJgxg/3798sdoiBUiNOnT5Ofn++QfICrpSe+/PJLcnNz5QrvllJTU2nZsiVTp07F1dUVPz8/xo0bR0REBCkpKYwfP57+/fujVCpp2rQpgwcPJiIiQu6wBSdjNBo5eTgSzTkjCq72zFAoFNT08CVi8z70aQUyRigIpXfw97/hdAGuSsckg4fajfzDKUSFn5IpssrH09PT3kPMy8uryiYgCgsLycnMJ+u8Dcl2dblSqaRe7cb8+b8IctO18gXoRFxdXR2OCWft/SlULWazmTNnDiNJv4LiaptdoVAQWMuN45Gryc6OljFCwZkkJiZiVpvZlvpP8uEfShclwY2CeX/r+yQXJssYoSDIY8+ePSQkJFyXZHBzc+PQoUOcPXtWpsiEK6plAsLV1ZVp06ZVyQsNm81Gly5dHE66a28+uru7s3PnTjlCuysl/ZtFRkZiNps5duyYw/tWKpW4uLiwatUqp73pKlyvKp+r5f3eYmNjSU9Pt58H154ParWa3Nxcjh07Vi6vfbeaNGnCqlWrHJKou3btonXr1gwZMoQ5c+bYlxsMBvbu3Uvr1q1vtCs7rVbr8N+1NZ7LW1U6jivTe7l48SK2JB38c+hfew4AuChVxOw6wbPPPovJZEKrFTfg5FCZjqnyVJLPwWq1khgejZvqxut4u3pwZrdIxt7Olc+4Kh1ztzp+EhMTseVr7MmHa78LFQoFNQP8OfCL8yWuxHdD1VdV/8alfV8pKSlYLFFI19xMvpaPtzvHjn1VliEKlVhSUhKxllh78sHhnoeLEg8XDzaf2eywTVU9126nur7vqupWf0+tVsuFCxduWg6ost4HLS1nP+arZQkmV1fXSl/j9VaCgoLIy8sDihMS+fn5Djfyzpw5w7vvvnvXryNJEkqlEqVSiUqluuH/b/bv2/3/Rv/u1KkTkZGR9sc32vbEiROkpqZitVrtcV5Jxri4uJCfn8+xY8fo1q3bXb9/ofxV5XO1vN+bxWKx31CVJAmj0YhGo3FYJzs7u9xev6xIksTHH3/Mn3/+ybp16xye02q1vPjii2g0Gp588slb7uffJRQqstZ3VTqOK9N7KSoqQmm4elGWbMlEQqKBurjkiovKhT937GFt7Ha++OILucKs9irTMVWeSvI5WCwWrFozcE1yVhtBT482eCndUSgUmAqM5Rxp5VdVExA3O34MBgNWw9UL8ui0Y/h7BRPoXTwXlKvajdws50vAiu+Gqq+q/o1v9b5MJhM5OTn2/7Kzs4mNjeXixYuYzcVzFhqNCpo1M9C4SfH3udpVSUFhaoXFLzg3q9VKjjnH/th2zIaynRKFa/H3vFqtJik/yWGbqnqu3U51fd9V1e2+W4uKiuyPzWYz2dnZeHh44OnpiUqlst8jrcqc/ZivlgmIqszd3R0PDw+HBISrq6t9ZnKLxUK7du2YOXNmmbyezWbDarU6/P9m/y7p/2/0b7PZ7LDezbZNTk4mIyMDi8UCFPfs+vcQrJycnBu9FUGoUjw9PfHw8ACKf4CvnXxekiRUKhUBAQFyhVciWq2WOXPmEBUVxbp16wgJCbE/Fx8fzwsvvEDNmjVZs2bNbcsk7Nu3z2GdqnTjSbgxf39/LK6SvaFTYNNjksz2BITRYmL46JG8NGY+IGp9C87P1dUVV28N5JgBsEhWlAol4UXn6OHeGldc8KrpJ3OUFefChQvXLevatesNl1dnNWrUIE2ZYn+cWZiEi0ptT0BodYU0a1VfrvAEoUqwWq3k5uY6JBeuJBgKCorLPSoUClxcXKhZsyb+/v74+/vTqFEjGjRowMmTSahdk1EoIDPThazMq2X29DozTZuIc1QoptFoqGGtYX8sFUhIuRKKoOIERJGhiIb+DeUKTxBk4enpibu7u/37Vq/X4+fnhyRJ5ObmolAoaNCggcxRCiIBUcWo1Wp69uzJ+vXrcXV1xWq1Oox+MBgMjBw5ssxe78oIBWfh4eFBZGQk58+fv+45SZJQq9XUrFlThsgEoWK1a9eO1NTi3lI2m81hUlKj0UidOnXo2LGjXOHdVmJiIpMmTaJOnTps2bIFf39/+3P79u3jlVdeYezYscyYMcMhuXIzopZz9VOvXj00TXyxXcxEqVBQZDNSaCvuGWOz2VCi4J7hnXH18pA5UkEoGYVCQZvBnTj26e/4uHlhlMz4Kb1o4VqPQ0VnaUV9Ro4cIXeYgpNp2LAh0WfjQOGGZIOColx83PMBsFjM5Odq6T701mUMBaG8mUwm0tLSsFqt1KxZEx8fH7lDAorbC4WFhWRnZ1+XXMjNzcVms9k7vPn6+toTC0FBQdxzzz3UrFkTb2/vm5YFgeJr1EuXzqDVHkWhsqFWS5jMin9eX0Kr09Gp07MV9ZYFJ9esWTMyIjNQosSGDckkIeVIEARGrRGDi4Ex94yRO0xBqFBubm506tSJn3/+GRcXF0wmEz4+PigUCjQaDTk5OZhMJj744ANGjBhBixYt5A65WhIJiCpo0KBBREdHc/jwYfsICKvVil6vZ9SoUTRv3lzuEMtNaGgoiYmJKJVKbDbHOpoGg4FGjRo59U1XQSgrTZo0oU2bNhw7dgyr1YpCocBms2E0GvHx8eHpp5/Gz8/PKeve5+fn88QTT9CtWzcWLFjgkOQ8ceIEU6dOZd68eYwePVrGKAVnp1QqGTj8XtbFfEXG0UQy3HJQqJTkFxVisVl54PkxuAaI5INQuYT2DiP5zEXid59CpzQiIaHBlcZSLRICc6kbInp3CY7UajUdOrfl76yjZMQY8fcKQmcsoFCfT3JyEg9PHIxPgLvcYQrVlCRJnDp1isTEKKzWc1iteZhMbgQEdKNPn+G4ubmV2+vq9fobJhZycnIwm4tHmikUCnx8fOyJBX9/fxo3boy/vz++vr4OHf3ulEKhoE+fYWzfHk1R0e+o1RJmkwK93kJ2tpZhQ2fj5dXorl9HqBoCAwNpWqcpvQt7s7dgLwo3BVKOhD5bz+Wcy8x7ZB71/hnhJgjVSb9+/Th//jyRkZG4urqiUCiwWCzodDpGjx7N6NGjycjIYNu2bWzatIn77ruPzp0737RDtSRJGAwGexJDuHsiAVEFqdVqpk2bRs+ePfn000/x9/endu3a1SLTV79+fbp3705WVhbnzp1DqVRisVgwmUwEBgby5JNPOu1NV0EoSwqFgoYNG9K0aVOaNm3KuXPnMBqNtG3blvvuu8+pRwL9+OOPpKamsnPnTn799VeH57p27YrFYmHBggUsWLDAvrxTp06sWrWqokMVnJjFYiEyMpJazepi05pJTMwBm4V4twyefHESjbqKHr9C5WM0GlE39kYZVpOUiNMYTEZOWmIY8sgIardtwJIlS5g1a1aJRoYJ1UedOnUYOqY/32/8AX+zL8lpifjVdWPU8xOoVa/6lO0SnM/p06dJTv4Ti/UXkGwolaDRQGbWcbZuPc+oUa+XerS90Wi0lz/6d2LhSo1whUKBh4eHQ2KhdevW+Pv74+fnV+GlOv39/Rkz5nVOnerF6dM/UVSUTmBAWx4cOZmAgJDb70CoVtq0aUOtWrVoeLohm1SbMBlNdGjSgaeeeIqGvqL8klC9FBQUsHfvXk6fPo1er8dms+Hp6YmPjw+1atVi5MiRNG3aFIBatWrx9NNPo9Vq2bVrF1u3bqVPnz7069fP4Xv//PnzHD58mLi4OLRaLf7+/jz00EO0adNGrrdZJYirkypKpVLRuXNnGjduzNy5c+UOp0J16tSJZs2acfDgQY4fP47FYqF9+/b07dsXPz9xkSVUHxs3bmTSpEnUqlVL7lBKZeLEiUycOFHuMIRK7vDhw+hjcvA6VURDc01OS0owKci9nM37s99j5JAHGPTEA3jV8ZU7VEEoEYvFwu7du1FnWGiU5IXZuz5qhYpGmtokbjtFkLs//fv3Z9myZbz44otOVSJTkJ+3tzcqNwUTpz7CunXrGD91iNwhCdWc2Wzm0qXT9uTDtdw1CjIyd5CQMISmTcOA4u/AK/Ms/Du5UFhYaN/Wzc3NIbHQtGlTwsLC8PPzs8+P5ozc3d3p2nUIXbrcS1raAkaOfFPukAQnVqtWLe7rdR/nj55Ho9HweK/H8fMV9zqE6iU/P5/Vq1dz6dIlVCoVNpsNSZJwdXWlcePGTJo06YbtYS8vL0aNGsWIESP466+/eOedd+wdNS9cuMAff/zB+fPn7eXz8vLymD9/Po8//jjDhw+v6LdZZYgEhFAl1ahRg/vvv5/7779f7lAEQRYnTpygdu3alS75IAhlwWg0khKbiNupQiwWKxGJJzG5mglQ+mDWWPEqUhGx+yAph2MZP3siNXtUzt5iW7du5e2333ZYdqVsxJkzZ+QISShHly5dwqYzYz6aAzYw2Ix4q4tvNgR61SRi0z6eWPEiWq2Wr776imeeeeaWdceF6icxMZEGDRqg0WjQ6/VOfTNWqPqys7Mxm8+iUBQnH2w2SElRodcr0OsVaLVqTp38kODg4hGLLi4u+Pn52RMLderUoW3btvj7++Pl5VVlvu+qyvsQyp9Wq8Xb25tGjRoRGxtLWFiY3CEJQoX6888/SUxMtJfD02q1eHl54e7uzvHjxzl16hQdOnS46fZqtZqBAwcyYMAAjh8/zpIlS8jJySE/P9+hxJ5CocDLy4u1a9fSvXt3AgICyvutVUmyJCB27NjBzJkzHWo6Dho0iPfff/+6dfft28cHH3xAUlIStWvX5tVXX6V///4VGW6lpdVq8fT0lDsMQRAqmM1m44cffmD27NlyhyIIsigoKMB8SYubDZJyL6O3mXBVqNHY1GiVBmq6elFkKEIB/PX5Lwxv+RRUbLWFMjFixAhGjLg66XB6ejqjRo1i1qxZMkYllJfY2FjcM8H4T0fhIsmEu/KaA1chcXlvDINGD+Knn35i06ZNPPLII/IEKzidK70CVSoVwcHBpKen07hxY7nDEqoxm82G2ZzLlaoXsbEu5OYqqV3bSs2aNtzcrCgUSh577C15AxUEJ3XlZmvz5s2JiIgQCQihWjEajZw9e9ZhhINWqyUoKAgAT09Pdu/efcsExBUKhYJOnTqhUqnYuHEjly9fBkCj0aBWq+3rKBQKfv/9d8aPH1/2b6gakGVs9unTpxk5ciSRkZH2/26UfLh48SLTp0/nxRdf5OjRo0yfPp2XXnqJ9PR0GaKufC5fvkzt2rXlDkMQhAq2d+9eunTpgpeXl9yhCIIsVCoVVq0JgJS8y7i6qlGjQi2pMCks2Gw2VAol7moNSTmX0R65LHPEd0+SJGbNmkW/fv0YOXKk3OEI5cBmsyHprABkmvPItRTgpXKcPNiUowfgoYcewmQysX379gqPU3BOqamp1KlTB4CgoCBxPSXIzt/fH7O5OPsgSZCQoKJTJxMNGlgJCLBhMhupX18kyQThZgoLC/Hy8qJRo0ZcvHhR7nCECnT+/HkmTpxIly5d6NmzJ6+++io5OTk3XPfIkSOMGTOG0NBQ+vbty8qVKys42vJhMpkwGAz2xzabDYVCYR+5oFAoHMrzlYROp8PFxQVvb288PDwwGo3k5+ej0+kwm80oFAoyMzPL9H1UJ7IlIEoyecdPP/1E586dGTRoEC4uLgwdOpSwsDA2b95cAVFWftdeaAiCUD0YjUb27NnDfffdJ3cogiAbX19fVB7FvVWskg2LwopKUqJAgZdNg9akJ8izeOisTbJhzNLJGW6Z+Pnnn4mNjeW111675XpardbhP5PJVEERCnerbt266BQGMsy5HNdF09+nIyrF1eHhNqsNv7pXh4Q//vjjJCYmsm/fvlvu12QyXXdcCFVPTEwMzZs3B0QCQnAOGo2GBg0GUlhoIStLib+/DZd/6jNYLDby8nLp1OkZeYOUiSRJcocgVAJXRkCo1WrMZrM4bqoJg8HAM888Q2hoKPv372f79u3k5eXx+uuvX7duXFwczz77LBMmTOD48eOsXLmS1atX8+uvv8oQedlyd3d3qKpjNBodHlssFvz9/Uu1z5o1a+Lyzw+RSqXCy8sLHx8fXF1d7QmPhIQEDh48iF6vL5s3Uo1UeALCZrMRFRXF3r176d+/P3369OGtt94iPz//unVjY2Np0aKFw7JmzZpx/vz5W76GuLguJhIQV4mLa6G62Lp1K8OGDbMPFRSE6kipVNJlRG/SC7NQq9SYsaKWim/UehtcUUlK/N1rAOCiVOEWULnLFdpsNj777DOmTJly25FPffv2pVOnTvb/qkovqOqgRYsWXFbnEamLob9PKK7Kq9/zBUWF1PMJxrd7ffsyhULB5MmTiYiI4OjRozfd78qVKx2Oib59+5br+xDkIRIQgjPq0eN+fHyGcDxSolEjA0ajlawsPZcS0xj+wBy8vavnCAiVSoXFYpE7DMHJXZkDAiAwMJCMjAyZIxIqQmpqKi1btmTq1Km4urri5+fHuHHjiIiIuG7dDRs2MHDgQB566CEUCgUtW7Zk06ZNdOrUSYbIy5aLiwthYWEYjUagODFzbQJCq9UydOjQUu2zadOm1K1b12GZQqFArVbj7u6Ou7s7zz//PPn5+Xz88ccsWLCA7du3i3OvhCp8DoicnBxatWrFkCFDWLp0Kbm5ucyePZtZs2bxxRdfOKyr0+lwd3ccWn5l0rRb+feF07Rp05g+fXrZvIFKJDU1VczQ/o+VK1eyfPlyucMQhHKVn5/P2bNnGT16tNyhCILsWnRqhWF8AZlffEeiIQNv3Mk1mfF28SAksFHxsFyjjhaBjfHqUhsDlfdCPzw8nIyMjBKd+/v27XNIUri6VsLJL6qp2NhYMvKz6NIpDN2ZQlCD1Wal0KjF37UGfZ4bhou/xmEblUrFiy++yOLFi/Hw8KBVq1bX7Xfy5MlMnDjR/lir1YokRBWUlpZmL80aEBBAVlaWzBEJQvENpAEDpnH8eAG1a1soMmTQsmUDOnachKdnQ7nDk42npyd6vR4fHx+5QxGcWGFhob3effPmzYmJibE/FqquJk2asGrVKodlu3btonXr1tete+rUKXr06MErr7zCgQMH8Pf358knn2TcuHG3fI1/d9h1dXV1ymuG/v37Exsby+nTpzEajXh7e2O1WiksLGTQoEGEhISUan9qtZr777+fzMxMLly4YB8NYTQaMZvNTJs2jWbNmtGsWTPuv/9+DAYDJ06cYPPmzWRlZdGsWTPCwsJo0aKFw9wUVYHJZHLo3H8nnborPAEREBDA+vXr7Y/d3d2ZNWsWY8eOtQ8hu/a5a2t6QXFW63YTK4uL62I6nU7UgP+HuLgWqoNNmzYxbtw4FAqF3KEIglNo91A3WvRsw5uvvYFbPtSz+qFx0WCTbOQbCvF1r0GPKfcV37StxCPjdu3axeDBg/Hw8Ljtul5eXqJtUAmdOnWKrVu38uabb+Li4kLciQsk/HUWlyLoEdKCugNCrks+XKFWq5kxYwaLFi3iySefxMfHh5MnT1JQUICnpyft2rWjVq1a4rejCrNYLCiVSvvf2MXFBavVKnNUglDs999/Z/jwUWIC3Wt4eXmh1WpFAkK4pWvvnzVv3pw///yTXr16yRyVUJEkSeLjjz/mzz//ZN26ddc9n5+fz5o1a/joo4/473//S2RkJJMnT6ZGjRq3LNlcWTp1q9Vqnn32WSIjI1m+fDne3t74+fkxbNgwWrZseUf7rF+/PtOnT2f//v1ERESg0+lo3LgxI0eOvK7CjEajoVu3bnTr1g2bzUZsbCxHjhxh48aN1KxZk7CwMDp06HBdx/rKqCw6dVd4AuL8+fNs376dGTNm2BvBJpMJpVJ5XaKgRYsWREVFOSyLjY297fwR4uJa+DdnzdgKQllJTk6msLDwjn9oBaGq0tTyom7bRgwaNIiYk+fJPXMZFyP0at2VtiO74RZYucsvARw7dozHH39c7jCEcnLixAl++eUXZs2aZR9aHtK5NSGdr+/pdjPu7u7MmDGDN998k+bNm1PLuybSJT35eUlE/xpJSJ/2DBxxr0hCVFGXLl2iYcPre5NLkiT+5oKsbDYbkZGRjBw5Uu5QnILJZCI2NpbU1FR+++03WrduzT333HPbDphC9XRtAqJ+/fokJyfLHJFQkbRaLXPmzCEqKop169bdsLe/q6srAwcOpF+/fgCEhYUxcuRIdu7cecsERGXq1O3i4kK7du1o2bIlc+bMKZN9+vj4MHTo0FKVcFIqlbRo0cI+jUBmZiYRERF89NFHAHTo0IGwsDACAwPLJMaKVhaduis8AeHr68v69eupUaMGEydOJCMjg/fff5+HHnrouoN6xIgRfP311+zYsYN7772X3bt3c+TIEd54442KDrvSKSwsFEkYQahGNmzYwH/+8x+5wxAEp6TT6WjTpg1t27aVO5RykZycTK1ateQOQygHx44dY9euXcycOdOhru2dyM/Pp2XLlkQePkaoviHuFLe7PYAzq/7G1+hO57F9yiBqwdlcO//DFTVq1CAvLw8/Pz+ZohIEiIyMpF27dqhUKrlDkZ1Wq2XPnj24uBhwcUmmoCCOuLhTxMbeQ58+Q8XcjsJ1rp0DQqVSIUkSNputypV+Ea6XmJjIpEmTqFOnDlu2bLnpZMtNmza9bk5cq9V62wnLK1un7kuXLtGoUSO5w3AQGBhoT2IUFRVx8uRJNm3aRFZWFs2bNycsLIzmzZtXmvO1LDp1V/g7DQ4OZuXKlezZs4cuXbowatQo2rZty9y5cwEIDQ1l69atQPHJ8umnn7Jy5UrCwsJYsWIFy5Yto3Hj6jkZVWmICagFofqIiorCz89PnPOCcBNVvZdvZGSkKCtYBUVERPDbb7+VSfIBikdSBHkH0FZXj2PmGEzS1XlPfFw9ObLhTyw5hlvsQaisbpSAkHMiaoPBwOHDh9m8eTMbN27kp59+Ii4u7rY3RISq57fffmPw4MFyh+EU/v77b1xcYknPeB+DMYq8vBi0uj/R6j7n11+XYTab5Q5RcDL/nnS3bt26pKSk3HDd/Px8EhMTSUtLEyX4Krn8/HyeeOIJOnbsyFdffXXT5APA+PHj2bNnDz///DOSJBEREcG2bduq3KizuLg4mjZtKncYN+Xu7k63bt2YPn06b7/9NmFhYURERDB//nyWLl3K4cOHr5t+oCqq8BEQAF26dGHTpk03fC4yMtLhce/evendu3dFhFWlpKam2ieaEwSh6pIkie+++44ZM2bIHYogCIJQRsLDw9m7dy8zZsxArVaXyT4LCgpQxRfhrXCnjaohJ63xhLkUDxNXKBSYzCbyDyfj1ie4TF5PcB45OTnUrFnTYVlwcDDp6ekVXrpRr9ezbds2rEYFOZdM6AuMaLxM5GTu5/Lly6J+eTWSkZGBm5sbvr6+cociu7y8PPT6dPILNiJJNtRqGyZjcV9RhcJGQeEOzp69j/btRWcDKO7B/eSTT1K3bl0WLVp0w3X27dvHBx98QFJSErVr1+bVV1+lf//+FRxp+bu2g02zZs2IiYmhfv369mV6vZ4DBw6Qoc0gKj+KTG0mGknDuD7j6NVefN9WRj/++COpqans3LmTX3/91eG5yMhIQkNDmT9/PiNGjKB79+6sWLGCpUuXMn/+fPz9/Zk9ezYDBw6UKfryERcXV2nmEVIqlYSEhNhLZmVkZBAREcGSJUuAyl+q6VZkSUAI5e/y5cuV5gQUBOHO7d+/n/bt24tJ6gThJkSPWqGyOXjwIAcOHOCVV14ps+QDFJdnsBYW96D1VXrRSdH8unVsuabrlgmV2797yF4RFBTEqVOnKjye/fv3k5ds5vyBDIfvZ+VJBblpWpo1a0ZwsEiCVQe7du1iyJAhcofhFIoTEJFIkg0AtdqGVnv1Vo1GoyA6+geRgPjH8uXLOXr0KHXr1r3h8xcvXmT69OksWbKEfv36sXv3bl566SV2795NUFBQBUdbcZo3b8727dsZMGAAAGazmT///JNEEtmSvAXbP8cXQPj34UzKncSkfpPkCle4QxMnTnSoxf9v/+7U3bdv3yo/UvpGHS0qi1q1ajFs2DCGDRuGXq/nxIkTbNiwgZycHFq0aEGXLl1o2rRppSnVdCuV/x0IN3T58mVRjkUQqjiz2cyvv/7KAw88IHcoguC0dDpdpaphKlRv+/fv59ChQ7z88stlmnyA4tKmRS5XEwzKa3pNmqxmgr0DcQ3wKNPXFOQXHx9PkyZNrlsuRwkmg8FAUsLl65IPADZJIum4jvADxyo0JkEeZrOZ6Oho7rnnHrlDcQpubm7o9Zn2x97eFgryr/4GWCwSKHLkCM3pHDp0iN27d3PvvffedJ2ffvqJzp07M2jQIFxcXBg6dChhYWFs3ry5AiOteLVr1yYtLc3+OCEhAZOLiS3xjskHAI9AD5buXEpSQVJFhykIZcpisaBUKqtEuV0PDw969OjBiy++yNy5c+nUqROHDh1i/vz5LF++nPDwcIxGo9xh3jExAqKK0ul0eHp6yh2GIAjl6JdffuHee++968mABKEqy8vLE+UdhEph3759HD9+nJdeeqlcJmRt27YtFyLPoosuxFV59RLAYrOiN+np26QrnmHBGLDcYi9CZRMdHX3d/A8Avr6+5OXlVWgsBoOB1Jg8e/KhSMqjSMrFX1k8v59CoSL6eDKMqtCwhApSUFBAUlISVquVhIQEunfvXiVuGJWFWrVqAVev3d3cbJhMV38HCgsM9OoZIkNkziU7O5s33niDFStW8M0339x0vdjYWFq0aOGwrFmzZpw/f/6W+9dqtQ6Py2LS1fJitVpveP5cSe55eXlx6dIlzhvO25MPCqMCya34+1ehUODm6sbGExt5tc+rFRp7ZWIymRwmcf73MSLILykpiQYNGsgdRplTqVS0bNnSXiozPT2diIgIPvjgA5RKJaGhoYSFhVWqkR8iAVEFiXITglD1FRYWEhkZydtvvy13KILg1PLy8qhRo4bcYQjCLf3555+cOnWKF154oVySDwAajYaHHh3NbsPPXNwdBZIEKPDVeHFviz7Un9AeF38NiIvrKiU2NpZBgwZdt1yOG78ajYaiQiOgQi9lU2C7jIQVSbKhUCix2qxYDWKAflVjs9k4evQo+fkpuLjEYrXm8ttviQwcOISCggJRRpTiG009ez7Btm0HCKzlhkKhwNXVhsmkoKjIgLePmZCQJ+UOU1Y2m41Zs2YxceLE285do9PpcHd3d1im0WjQ6/W33O7fZWqmTZvG9OnT7yzgcqbX6x06nGZnZ3P06FEklcTXf3yNVqUl83wm3s28wQauCa64Jrmi7aW9ehdQAcmFyfK8gUpi5cqVLF++XO4whFu42UjPqiYoKIgHHniABx54wF6qad26deTk5BASEkJYWJjTl2oSCYgqqLCwEG9vb7nDEMrBjh07mDlzpkMt30GDBvH+++/LGJUgh++++47Ro0c79Q+MIDgDMQJCcHa///4758+fZ9q0aeWWfLjC09OTh16YQOGoXLIPXUJZaKNGHX88w4KLkw9ClXOrMnRKpRKr1Vrux90VGo2GoOBanLh8GoMinyBlK/KlFIrIwwN/9IYCWrcSk6JWNSdPnqSo6CRW6zYsVhvZ2eDto8DFZTO7diXy0EOzcXERtyXatOlFUdEL/L7nfcAFtdqV+HgTISFFDL3/fdzd6992H1XZypUrcXV15bHHHrvtuu7u7hgMBodlBoPhthUi9u3b5/B96ayjH8Dxno9Wq+XIkSNkuWdxQnUCKVlCaiih9dSiOaXBvdAdc0MzlkALXNNX1WA00KRW1b9xezcmT57sMN+CVqut8vMpVDZxcXEMHz5c7jAq1JVSTT169MBqtRIdHc3BgwdZt24dgYGBdOnShfbt299wDjA5iV/6Kig1NVXM/1BFnT59mpEjR7Jw4UK5QxFklJaWRmZmJm3btpU7FEFwevn5+WJCU8Fp7dq1i7i4OJ5//vkKTSh71/XDe7Rfhb1eWcrJyWHcuHG8++67dO3aFSi+wfnuu+8SGxuLn58fzz33HGPGjJE5UvkVFhbecg6cgIAAsrKyKnRS1qAWnuiOZlNT2RyFixIPapJvS0EyuVDDPYA+IzpUWCxC+TOZTKSlxaBQbEOiuAxM1BkFrdtIuKjBVLiX6Oi+tBKJJwDCwqbQuvVQYmPXEh0TR0a6B49OmF3tkw8AP//8MxkZGXTu3BnAnmD4/fffOXr0qMO6LVq0ICoqymFZbGwsbdq0ueVreHl5VZp5w65NLp87dw6Nv4bNpzdjq2FDGa1EqivhleOFrcCGvrYeRZACl6yrt/+MBUYkH4nRLUfL9RYqBWcuwyUUS0tLq9bXeiqVinvuucc+p1JaWhoRERG8//77qFQqpyrVJLrOVkFiAuqq6/Tp07dtOAlV3/r163n00UflDkMQKgUxAkJwVjt27CAhIYEpU6aI0WwldOzYMcaNG0diYqJ9WX5+Ps8++ywPPvggERERLFiwgIULF3Lq1CkZI3UOMTExNGvW7KbPBwUFOUxYWt5++OEHdIYCZs94A0+1D4W6PIx6I0abljp+TZg0eyw1AsVE6FVJbm4uVus5e/LBZCqu8nblPoivrytnz/4oY4TOx8OjAe3avcHwBz4jL6+OSD7849dff+X48eMcPXqUo0eP2kuR/Dv5ADBixAiOHDnCjh07sFgs7NixgyNHjjBy5EgZIi8f1yaYc3NzOZV/qniuBw0oChQojyhR1FFgDjWTn5mPqcCEZJOwmqwUZBSQZ85jwdgF1POuJ/M7EYQ7d2UuFDGf0FXBwcEMHz6cN998kxdffBFvb2/Wrl3LvHnz2LhxI3FxcSUq219YWEh4eDi//PIL+/btIycn565jK9UICIvFwh9//MGhQ4e4fPkyKpWK2rVr07t3b3r27CmGTjqJ1NRUunXrJncYQhmz2WxERUXh7u7OqlWrsFqt9O3bl5kzZ960vnllmkhLKJkLFy7g4eFB/fp3djEiJtISqpv8/HyRgBCczvbt27l8+TKTJ08WF00l9NNPP7F06VJmzZrFyy+/bF++e/dufH197Yn57t27M3z4cNavX0+7du3kCtcpxMTE3PIzCAoKIj09vdzjkCSJtWvX4urqylNPPYVCoaB5u3qc3Z9KflYRxxJ+Z9jDnbmnk+hAVdUoFApMpmzc/7lNkJkJtetcvfEhSWA0ZcoUnXNzc3PDbDYjSZL4nSiB0NBQ5s+fz4gRI2jatCmffvopH3zwAW+88QZ169Zl2bJlNG7cWO4wy4xWq3Uou51VlFX8DwXYWtqQ/CRwATfcUNZX0rBOQ5RpSpQ1lLTq3or/dPqPSD4IlZ7ofH1rHh4e9OzZk549e2K1Wrlw4QL79+9nzZo1BAUFERYWRrt27a4r1XT27FkOHz6MJEmkpqaSl5fH9u3b6d+/P/fff/8d/yaVOGPwww8/sGzZMtRqNR06dKB58+ZYLBYyMjKYP38+AC+88AIPPvjgHQUilJ3U1FRq164tdxhCGcvJyaFVq1YMGTKEpUuXkpuby+zZs5k1axZffPHFDbepTBNpCbcnSRKbN2++q7+hmEhLqG7y8vLEBJeCU/n555/JysrimWeeETeVSqFXr14MHz4cFxcXhwRETEwMLVq0cFi3WbNmbNmy5Zb7qw6dNOLj4295bRYcHExcXFy5xmCz2fjiiy+oU6cOI0aMsC/3CXCn24NNAWhwTkVkZCTtO7Uu11huR3TSKHv+/v4YDC64/zOwJTcX/K6p/paTo6NRww6yxFYZBAYGkpmZSa1ateQOxeksWrTI4XFkZKTD4969e9O7d++KDKlCabVae/k8T09PapiudkiUAq9J8tkkTJKJbh26Yc23MunxSZWmzJQg3E5cXFy1mIC6LKhUKlq1akWrVq2A4uRNREQEu3btwsXFhY4dO9K5c2csFguHDx+2j4C4drTEqlWrKCoqYtSoUXcUQ4kSEFOnTsXT05OlS5fetBdNZGQk3377Lbt27eKzzz67o2CEO6fVajlz5gzp6elcvHiRqKgoWrdujYeHGMZcVQQEBLB+/Xr7Y3d3d2bNmsXYsWPRarU3bEhUpom0hNsLDw8nJCQEP787r9stJtISqhur1YparZY7DEEA4Mcff6SgoMDeC1woucDAwBsu1+l0uLu7OyzTaDTo9fpb7q+qd9KQJAmj0XjLCQjLewSExWJh2bJltGvXjoEDB950vRYtWrBp06Zyi6OkRCeNsufi4kJIyDDOnjtJQIA7ebkK6tcvvplhNFrJzc3m4YcmyRyl82rRogXR0dEiASFcp7CwkKZNi5O4LVu2JHF/IkqU2P4pd2ZfL7MQqabEw80f5vt938sRqiCUm/j4+Fu2L4Sbq127NiNGjGDEiBHodDr7Pf24uDi8vLxISEi4rryVq6srmzZton///nd0b7FECYinn36ajh073nKd0NBQQkNDb1iDTyg/ly5d4tChQ5w8eRJXV1eMRiMFBQXs3buXM2fOMGLECKeYbES4e+fPn2f79u3MmDHD/iVgMplQKpU3Pfkr00Rawq1ZLBa2b9/OW2+9dVf7qYo9PAVBECqD7777DpPJxBNPPCGSD2XI3d2dwsJCh2UGgwFPT89bblfVO2lkZ2cTEBBwy3U8PDxum6gpqX+XiTGZTHz00Uf07t2bHj163HJblUpFQEAAGRkZst5oFZ00ykfHjgPIzT3F+Qsbyc4OQJIsJCfrKNLn8cCwN/HyaiR3iE6rRYsW7Nmzh169xCTdgqNrOyDWrFmTHh16EP9nPHtz9qJ0U2I1W8nPzsfgaeC9ke+JcktClZSSkkLdunXlDqPS8/T0pFevXvTq1YsNGzZw8uRJLBYLNpvN4X6jQqHAbDYTHh5+RyPMSpSAuFnyQavVXnczq3PnzqUOQrgzx48fJz09nfj4eCRJIi0tDaPRSGFhIRcuXCA+Pp7c3FxefvllcaFbBfj6+rJ+/Xpq1KjBxIkTycjI4P333+ehhx6qchfNwvV27dpFv379btmTURAEQXBOmzZtwmaz8eijj4o2WRlr0aIFBw4ccFgWGxtL8+bNb7ldVe+kERMTc9vP4G6ZzWaOHDjG/l3H0RUY8KrhTp/7w2gT2pKPP/6YYcOGERoaWqJ9denShSNHjvDAAw+Ua8y3IjpplA+FQsGgQS/TqdMDzJs3Dx8fV5o3a0Tr1k+JCZZvo27duiQnJ8sdhuCE/j0HRMOGDZk1YRa9o3rzy9lfyLZl0zKsJePbjRfJB6FKkiQJm82GSqWSO5QqRaVSoVAo7O2hf09YrVAoyM/Pv6N9K0uzclxcHFOnTgXgt99+o1u3bvTu3Ztjx47d0YsLdy43N5e0tDRSUlKIiooiNzcXKD4Y3N3dKSgoQKFQcOLECc6dOydztEJZCA4OZuXKlezZs4cuXbowatQo2rZty9y5c+UOTShnOp2Ow4cP079/f7lDEYRKw2azkZWVhVKpvK7hJAgVRZIk1q9fj0KhYMKECSL5UA4GDx5MVlYW33zzDWazmcOHD7Nt27Y7rk9bVURHR5coAXFlBHVpmc1mvvpkI98v+5u8ixLmHDdy4q2sW7KTF6e9wkMPPVTi5ANAhw4dOHHiRKnjECoPN7e61KvXgWFDv6Zz57dF8qEErtxYs1qtMkciOButVnvdSD9XV1f6hPZh8aOLWfXYKmb2nHnT5IPVaiUhIYHjx49z/vx5DAZDRYQtCGVG7lGTVVXTpk0dkjrXXrvYbDbc3d1vWhb1dko8CTXAe++9R61atZAkiSVLlvDCCy/g6enJokWL+P57UU+uIl24cAFPT08OHz7s0FPHYrGgVquRJAmz2YyLiwuHDx+2TzQiVG5dunRxihq5QsX64YcfePjhh0V2XxBKQJIkoqKiiD5xjtyYdHIupfHdgtV0Gt6LZu1D5A5PqEYkSWLt2rV4eHgwevRoucOpsvz8/Fi9ejULFixg6dKl+Pv78+abb9KtWze5Q5NVUlISDRo0uO16V+aBuLJufn4+p06dsndu8vX1pV27dvj6+jpsd3BfBOcPp+HuevUGmEUykS3FUSO/Pro8E6Xh5uaGi4vLTec1Eyq/5ORk6tUTPbFLq0GDBiQmJtK4cWO5QxGcyN30/L58+TL79+9Ha9VyMu8kGQUZeOLJ+L7jGdhV1NMXKgcxAXX5aNOmDcePHycuLu665IPBYKBly5a3naLhZkqVgLhw4QKff/45KSkpJCYmMmHCBDw9Pfnwww/v6MWFO6fT6UhPT0elUmEymSgsLMTT0xObzYZarcbFxQWr1YrVahXZbEGoxDIzM0lKSuLxxx+XOxRBqBTCw8NJj7yE53kj2iILflZPaqS58PcHW9E/3It2D3WXO0ShGpAkiW+++QZfX18eeughucOpci5cuODwuG3btqKDxjVsNhs2mw0Xl9tf6l2bgLh8+TIHDx7E292PwkQl+gIj2ZpMkhJ+pe/AXvabx5IkcWjPCdzVV5MPJpueVGMUtd1a4arwYN+OI3TpWfIREACdOnXi+PHj9OnTp3RvWKgUkpKSqF9fjHoorebNmxMTEyMSEEKZ0Gq17Nu3j0QS2RS9CZt0ddLqg5sP8qL+RZ7t/6yMEQpCycTHx9O9u7iuK2sajYYJEyZgMBj4888/7ZUE1Go1LVq04JFHHsHPzw+tVlvqfZeqBJPFYkGSJA4cOEDr1q3x8vIiNzdX1CSXgaenJzk5OdSoUQO9Xo9Wq8VmsyFJEkqlEovFgkqlwmw207RpU7nDFQThDm3YsIEJEybIHYYgVAoFBQWkxCWhOW8EGxRZDbirNCgUCur4BhHx3V8YM3VyhylUcZIk8dVXX1GzZk2RfBBkcfnyZWrXrl2ida8kIKxWK/v27UObbmPf5vPEHs8gNTafxDP5xO7TsXXjb1gsFqD4mjAvJ5cCSzoZpliSDCe4bDpHHbc2uCk9USgUaAtK3wGqc+fORERElHq76ionJ4fBgwcTHh5uX/b222/Tpk0bQkND7f9t3rxZxiivSk5OFpOF3oGQkBCio6PlDkOoIs6ePYukka5LPgC4eLvw4bYPSS4U844Izi8xMbFEIz2F0vPy8uKFF17gk08+4T//+Q8PPvggU6ZM4fXXX6dDhw53vN9SjYDo0aMH06dP5/z58zz99NMkJSXx6quv0q9fvzsOQLgzISEhHDhwALVajVKptNe4vpKEsFqt6PV6AgIC6NKli9zhCoJwB+Lj41EqlaLHkyCUUGxsLB7ZCvjnekpvM+KhutpJwtXNlYTfztByQleZIhSqOkmS+OKLL6hXrx7Dhg2TOxyhmirp/A9QnIA4cuQIW7Zs4cyJ8xQkgtVmxWqy4esRhNrFlSJrAcnh6bz37iJQ2lAoFOQaM1BIXnirAglQN0apuFoKRJIkvHw0pY7bz88PnU6H2WxGrVaXevvq5NixY7z22mskJiY6LD99+jTvvPOOUyY/U1NTRQLiDnh4eHDp0iUOHz6Mv78/jRs3FueHcMeysrI4UXTCnnxwMbhg0RQnlxVKBZJNYvOZzczoPkPOMAXhtq6UnxfKT4MGDco0yVOqERDvvPMObdq04dFHH+Xxxx9Hp9PRunVr3nrrrTILSCgZPz8/OnXqRFZWFm5ubnh4eFBYWIjBYCA1NRUovqB46qmn8PPzkzlaQRBKS5IkMfpBEErJYDCgLCpOxMfokrigvURNdQ378y5KFUVZhTJGKFRlNpuNzz//nIYNG4rkgyCr2NhYWrRoUaJ1a9Sowblz58i8pEWX4oKXhw81vPyQNEbiCg9zseA4OnMObipvgt2b89Zbb/HWW28x4T+P4I4/7qoaDskHgCKTlr5D76wDVOvWrYmKirqjbauLn376iZkzZ/Lyyy87LDeZTERHR9OmTRuZIrs1s9nsMHehcHsnT57kxx+/pbDwEqdOfcK+fUvYvHnVdYknoXoxGo13dS5l6bOK/yFBYOy/JpOVIEWbchfRCUL5y8nJEfc5K6FSjYDw9PRk+vTp9sctW7bkzTffLPOghJLp168fO3bswGAwYDKZ0Gg0SJJE27Zt6dixI/fff784KQWhkjp+/DiNGjWiZs2acociCJVGQEAAJwoOE5VxjnqaWgyv1RsX5dUbYyazCf86gbfYgyDcGZvNxooVK2jRogX33nuv3OEI1VxpSjAlJCQg2SDljBaLxQxuUGDMpMhSQBP/DhQUFBLs0RitvgA3m499QsIefcM4dyKW84euTkQtSRJFJi1t+zakU7d2dxR7165d+eWXX+5qiH9V16tXL4YPH46Li4tDEuL8+fNYLBaWLl3KsWPH8Pb2ZtSoUTzzzDMolTfvd/jvOs6urq5lnigwm80lmpNEuCo+Pp6IiI0YTdvw9KxBRkYRfn4GjKa/2bkznvHj36RGjRq339EdMJlMmExXJ5K/k1rfQvnRarV4e3vf0bbBwcF45xRv62J0wcV09byUbBI2lY1GNRuVRZiCUG7i4uJEqflKqFStgPT0dD777DMuXryIzeZYL27NmjVlGphwe6mpqQQFBTFnzhw++ugjGjduzIkTJ3jjjTdE4kEQKjGr1cr//vc/5syZI3coglBpxMfHs3nzZvQmHYMDw3BXOpb/MFnNqGxK6g4IkSlCoaqyWq18+umntG7dmoEDB8odjlDNWSwWlEqlPVFwOykpKVgMEt7ufmQWpKBwsZFnSKe+TysUCiWS0obNZkVfpKNJs0b27dRqNU+/+AhHOh9j/67j6AqNePlo6Hv/YDr36IBKpbr5i95CvXr1SElJQZKkEr+H6iYw8MaJ9MLCQrp06cJjjz3GkiVLOHfuHFOnTkWpVPLMM8/cdH99+/Z1eDxt2jSHTodloTRJMaHYsWN/UmTYilIhUaOGgfx8DX5+BhTY0Bf9QkRENwYNGlUur71y5UqWL19eLvsW7p5Wq8XT0/OOtm3ZsiUhCSH8Jf2FpkCDpJDszxnzjbg1cOPh5g+XVaiCUC7i4+Np37693GEIpVSqBMScOXPIysqif//+otaWE/j+++8ZM2YMfn5+1K9fn/vvv5+UlBSRfBCESm7Pnj306NEDDw8PuUMRBKeXlpbGxo0bcXFxYcqUKVgsFv7csBNbjB5PtQeSJJFfVIiuSMew58bg4l/6uuSCcDNWq5Vly5bRoUMHMSea4BQuXbpEw4YNS7y+JEkoJTX5hizUKjXJeRdo7N8eheJKj3mJzNw0grwa0b5/I4dt1Wo1Pft1o2e/bmX3BoDGjRuTkJBAkyZNynS/VV3Pnj3p2bOn/XG7du144okn2LFjxy0TEPv27cPLy8v+uDzKJCUlJVG/fv0y329VZTQaycg4gPKfm8M1ahhJTr462sFVLREbu6PcEhCTJ09m4sSJ9sdarfa6RJUgn8LCwjseAeHh4cHooaNJ+j6J8AvhGDVGzIVmTCYT6rpqFo5cSD3vemUcsSCUrYSEBEaOHCl3GEIplSoBcfr0aXbt2oW/v395xSOUUEpKCjabTcz6LghVTFFREX/99Rfz58+XOxRBcGr5+fl89913ZGdnM2HCBIffw5FTxnEm/CTJ4TFYC800ahdC2xFd8Qj2kTFioaqxWq188sknhIWF0bt3b7nDEQQAYmJiSjwBNRTfWLRIJswuBdSqE0ReajIpGQmolK54uPqQm5tDh/oDGD21Lz4B7uUY+VVdu3YlPDxcJCBK6ffffycrK4vx48fbl10p03srXl5eDgmI8pCUlCTKapWCQqHAZMrmSi5IqbRhszmOCDKZc8rt9cujDJdQdrRa7V2ds4GBgbz99Nu8nvg6aQVpNOnchJaNWzKm1RiRfBAqhZL8tgnOp1QJCG9vb/FD5CSujH4QBKFq+d///seIESPuuHSBIFR1BoOBn3/+mXPnzjF27FhatWp13Tqenp50HdCDrgN6yBChUNXYbDaKiopQKBT2kWkWi4WPP/6Y7t27O/Q4FgS5xcTEMGHChBKtm5qaSsyFOAwGI2p3HblFBrw9atCoQWvy8nMwaiWCg0OY+NYQ6raouBHWISEhbN68ucJer6qQJImFCxfSsGFDunXrxokTJ1izZo1TlPRMTk5m+PDhcodRabi6uuLjE4hefwGlUoHR6IKbm8X+fFGRlcaNRUfE6upuExBQPGdMj7AenDt3jjfHi3ldhcqjoKCg3JPmQvkoVQLi+eefZ86cOUyaNImAgACH5+rUqVOmgQk3l5ycjCRJ1KvnmJ22WCxici9BqMRycnKIjY116LkmCEIxi8XCb7/9xoEDB3jggQcYO3asqA8ulCtJkjh37hznj0dhulSIVWvE1cud0GHd+em3rfTu3Ztu3cq29Iwg3K2cnBxq1qx52/VMJhNfLP0WT2oR4GkgW5uGRqPB3y+QHH06NouCrNxsHp85oUKTDwAqlQp/f38yMzNvOt+BcL3BgwczZ84c5s2bR3p6OgEBAUyfPt0pylTo9fo7rllfXfXvP4U1a/4kIECN0eiCRlOcgLBaJbRaM337Pi9zhIJcCgsLCQoKuqt9REZG0qdPH86dO1dGUQkV6fz58yxevJioqKjicog9e/Laa6/dslpNdHQ0Y8aM4YsvvqBr164VGG3ZSkhIEBNQV1Klulv95pvFmdHffvsNKB4aeGWCMPHFVXFuNvrhbiYjEgRBfps2bWL8+PHipiq3blSdPHmSd999l9jYWPz8/HjuuefEiLAqTJIkDh48yI4dO+jbty/z588XI4SECnHkyBEuH0/A87wJT5sL4IK5wMwH/7eIQQMGieSD4HSMRiNubm4lWvfooZPkp1oIauqDKrARWmMeBdo8NIoaYANXpRe1azbEoDWVc9Q31rVrV44cOcKwYcNkef3K4sKFCw6Px48f73QdWWw2m2jb3oEmTTpz//0z+PXX98nPdwdM5OSaAAtjxswnICBE7hAFmZTFCIiLFy/y+OOPl1FEQkUyGAw888wzjB07lpUrV6LT6Zg9ezavv/46n3/++Q23KSoqYsaMGRgMhgqOtuzFxcWVqtSk4DxKlYDYs2dPecUhlFBSUhIKheK60Q8AOp1ODEUShEoqMTERo9Eofky5daNq8eLFPPvss7zwwguMGzeOiIgIpk6dSkhICO3atZM7dKGMnT59mi1bttCuXTvmzp1b4htrgnC3CgoKSI5NxOu8CWzFyyySld+zjxLqF0LBgRRM4/W4BnjIG6ggXCMuLq7E8yacOhSNq7q4frJG7UGuLp1aNerRokEbAFLTUigy2CjIkedmRYcOHfjwww9FAqIKyMjIECNZ7lDXrs/TuvVQVq1ahLtHAe3bNaNdu2fw8BDll6qzu01A5ObmUqNGDZRKZRlGJVSU1NRUWrZsydSpU1GpVLi6ujJu3DheffXVm24zf/58Bg0aRHR0dAVGWj7i4+O599575Q5DuAOlSkDUrVsXnU7Hvn37SElJoVatWvTv3x8fHzGpY0X5/vvvGTdu3A2fEyMgBKHyWr9+PU899ZTcYTiFWzWqdu/eja+vL48++igA3bt3Z/jw4axfv14kIKqQhIQENm7cSO3atZk5cybe3t5yhyRUMzExMXhkK64mH2xWdmeF08a7CQ3cg0m3ZHHxtyhaPBImb6CCcI2STkAtSRJGnQVXpRtGkwE3Vw21/RvRrPbV31GbzYbCqsIvUJ5rC41Gg0qlQqfTieubSi4lJeWGneeEkvHyakSNGl0ZNGgQ9evXlzscwQlotdq7ahufOHFCTApfiTVp0oRVq1Y5LNu1axetW7e+4fr/+9//uHTpEgsWLGDFihUleg2tVuvw2Jkmptfr9aLjtQxMJhMm09VRsf8+RkqiVAmIS5cu8eSTT2I2m6lTpw6pqaksXryYb7/9VvTarQCJiYmoVCrq1q17w+fFCAhBqJxOnjxJcHDwXdfyrCpu1aiKiYmhRYsWDs81a9aMLVu23HKfztyIqi4sFguJiYkkJiYiSRINGjSgYcOGDnMXpaens2nTJpRKJZMmTSrXHpNl0YgSqq6ioiKUBgkArUXPn9nH6ODTgvruxd/TLioXdJn5coYoCNeJjY1l4MCBt11PoVDg6ulCQI26XM6Io36dhoTU7Wh/3ibZSM+8TPMa3WnVS755/jp27Mjx48fp3bu3bDEIdy8pKYnGjRvLHUalVtK5XYTqwWAw3NWo4MjISCZOnFiGEQlykSSJjz/+mD///JN169Zd93xcXBwfffQRGzduLFUJ2759+zo8njZtGtOnT7/reO+WXq/H3d1d7jCqpZUrV7J8+fK72kepEhALFy7kvvvuY9asWSiVSmw2G++//z6LFi3iq6++uqtAhKu0Wi0xMTHk5xdf2AYHB9OkSRO+//57HnnkkVtuJ25gCkLlYrPZ+OGHH245ZLI6+3ejas2aNdc1OjQaDXq9/pb7cdZGVHWh1WrZt28fbpIaz2wFNq2FC6ePc6bWSQYMG4wkSXz//fdkZmbyyCOP0LBhw3KPqSwaUULVVbNmTbJViWQWpXO84AJ9/Tviq77aycNsNuFfR5QUEZxLacpyhPVtzd7NZwn0akBi0kW8vL3QuGkwmU2kpqVSQ1GPkZO74xMg34V+WFgYq1evFgmISi45OVn8De+SXq/Hw0OU/BOuutN5VSRJIj8/Hz8/vzKOSKhoWq2WOXPmEBUVxbp16wgJcZwXxmg08vLLL/P6669Tp07pOhPs27fPoT3hLB33Ll68SKNGjeQOo1qaPHmyQ+JSq9Ved4/ldkqVgDh58iRLly6114pTKpW8+OKL9OrVq1QvKtxcamoqUVFR1KxZk6KiIgoLC0lLS+PQoUMoFIpbfnGIERCCUPns27ePzp07i3P3Bm7UqHJ3d6ewsNBhPYPBcNvyDM7aiKoOJEli//79+Bd5YIrIxFTcqRxPQJegZUnEYiRvF8aMGXPTocPloSwaUULV1bhxYzZmb8Cgz2NoYA/UyqtNZpPVjMqmpO4AMQGo4DwKCwtL1Zbo2LUd0acvkXymkEbBrdHq8zFoizAUmWhcrynPzBqDby15Sx/5+fmh1WqxWCwOo+WEyiUnJwd/f3+5wxAEgeIypyWdK0hwXomJiUyaNIk6deqwZcuWG37Hnj59mosXL/LGG2/wxhtv2JdPmTKFkSNHMm/evJvu38vLyynvT8TFxdG0aVO5w6iWyqKCRKlaciqVCq1W63Bwa7VaMQSmjJhMJs6cOYO7uzt//vknkiTZnzt37txt6/SJGqmCULkYjUZ+//33W/74V1c3a1S1aNGCAwcOOKwbGxt72zKAztqIqg4yMzOR9BZMEQXwz8+aTbJxJj+OCwWXaOwazJinH6dBq4q9GBJluISb0Wq1fPrpp4S0bgn+RixxFnsCoqBIS6GukKHPjcbFXyNzpIJwVWxsLM2aNSvx+kqlkvHPDOfM8fMc2nMKtcqCj5cX3Qf2oE3Hlk4zOWnr1q2Jioqiffv2coci3IEr17N32ltbwOGegCDcCZ1Ox4ULF7h8+TJbt26lR48eSJIkzstKKj8/nyeeeIJu3bqxYMGCm/5ed+7cmVOnTjksCwkJ4fPPP6dr164VEWqZi4uLEyPqKrFSJSD69+/PjBkzeOutt6hXrx5JSUm8++679O/fv7ziq1YuXryIl5cXhw4dwmg0UlRUZP9RUKlUJCYmkpCQcNMamqUZdi0Igvy2bdvG0KFDUavVcofiVG7VqBo8eDDvv/8+33zzDY8++ijHjh1j27ZtJZ5QS6h4mZmZqDOs9uRDtjGPP9KPEuLTkFH1B6A3GUj5O6bCExCCcCMJCQl89dVXPP7447Ro0YKCggJOHT5B2tF4rIVm6rdpQvsR3fGsXUPuUAXBQUxMDG3atCnVNkqlknadW9Guc6tyiurude3alZ07d4oERCWVn59PjRri+/JuiGt84VpWq7VUiYOEhASOHz+O5C6RYcwgPjaejBoZZOgyGDN0TDlGKpSXH3/8kdTUVHbu3Mmvv/7q8FxkZCShoaHMnz+fESNGyBRh+SkoKMDX11fuMIQ7VKoExIwZM5g+fTpDhw61f+n16dOHmTNnlktwVZ3RaCQlJQWj0YiPjw+5ubmkpaWRlJQEFE+A6OPjQ3JyMkFBQWg0Gg4dOnTTBIQYASEIlUd+fj5nzpxh1KhRcofidG7XqFq9ejULFixg6dKl+Pv78+abb9KtWzeZohVuR61WYyowoKa43RBdmEjPwPbUcS+un2+xWlBorXKGWKnl5eXx3nvvsW/fPmw2G2FhYcybN49atWrJHVql88cff3Dw4EFeffVVfHx8APDx8aHXvX3g3j4yRycItxYXF8fIkSPlDqPM1atXj+TkZNFbt5JKTk6mXr16codRqWVnZ4sJqAU7vV5f4ns+hYWFREZGcll9mY1RG/HUeaKQFEQURXD42GFSzCnlHK1QHiZOnHjLScQjIyNv+tyFCxfKI6QKYTKZRMfNSq5UCQhfX1/Wrl1LUlIS2dnZ1K1bl8DAO5+Az2q18uSTT1K3bl0WLVp0w3WeeeYZwsPDHep+fvLJJ/TpU7kvBC9cuEB8fDxFRUWYTCaguJdoSkoKGo2G1NRUADw9PfH29sbT05OMjAwaNGhw032K3hGCUHls3ryZcePGiYvpG7hdo6pt27Zs2rSpAiMS7ka9evU4aTuIJ8WTJ2Yacunsf7W3bUFhIWHNGskUXeU3ffp0atSowW+//YZSqWTOnDm89dZbrFy5Uu7QKg2z2cyqVavw9vZmzpw5qFQquUMShFIzmUy4ubnJHUaZUygUNGrUiIsXL960E5bgvJKSkqhfv77cYVRqIgEhXKs093zOnj0LHrDx9EZskg0As58ZAJWHiq8Pfs0Ij6rXS16omi5dukTDhg3lDkO4CyVKQBw7doxOnToRERHhsPzixYtcvHgRgLCwsFK/+PLlyzl69Ch169a96Tpnzpzhq6++okuXLqXev7O6ePEiUVFRpKWlOdR0zMzMJDExEY1GQ8uWLUlPTyc5OZl27dqh0WiIi4u7ZePDbDaLjKAgVAIpKSnk5+dzzz33yB2KIJQ7Dw8P6oc1J/WHM/h7+mKRrPZ6+jnaXHxVXtTqLcov3YkzZ85w8uRJDh48aL8Yfeedd8jMzJQ5ssojMzOT5cuX88ADD9xRW1ZwHnFxcbz33nucPHkSLy8vxo0bx+TJk51mLoPyVNVvUHbt2pXw8HCRgKiEkpOTRfmsu1TVz2+hdLRaLd7e3iVaNzc3l5P5J+3JB0khYfI12Z9XuihJKRCjIITKQUxAXfmVKAExadIkjh8/zmOPPXbD5xUKBefOnSvVCx86dIjdu3dz77333nSdpKQk8vPzadXKeeuSlpYkSURFRXH58mWH5QUFBcTExODj44Ofn599YkxfX1/c3NzIycmhZs2aFBYWyhG2IAhlaMOGDTz66KNyhyEIFabrgB4czjRyans4SpuCtLxMjEUGgjT+9HjuPjGZ7x06deoUzZo147vvvmPjxo0UFRXRu3dvZs+efdNttFqtw+PqPBl3ZGQkP/74I1OnTiU4OFjucGRjMpnso3Hh+mOkMtDpdDzzzDP07NmTZcuWkZuby5QpU7BarUybNk3u8MpdTExMqSagrmxatmzJd999J3cYwh1IT08nKChI7jAqtZycHJF8E+wKCwtLPAJCqVSSpcuyP9Y21cI1OXnJJmG0Gcs6REEoF/Hx8YwdO1buMIS7UKIExPHjxwE4f/58mbxodnY2b7zxBitWrOCbb7656XqnT5/G09OTl19+mdOnTxMQEMCTTz7J6NGjb7l/Z7641uv1pKen2x9LkkRcXBx6vZ66detSu3ZtEhISsFgsuLi44OvrS1paGm5ubnh5eaHX62+6b1HK5eaqwsW1UDWcPXsWX19f6tSpI3coglAhTCYTMTExaGtasXTyIiAhkEYNG9O0ZXN8u9cXyYe7kJ+fz4ULF2jTpg0//fQTBoOBV199ldmzZ9+0BFPfvn0dHk+bNo3p06dXRLhOw2az8f3335ORkcGbb75ZJcvWlMbKlStZvny53GHclWPHjpGdnc3cuXNxdXXFw8OD5557jgULFjB16tQq30aOjo6mV69ecodRblQqFf7+/mRlZREQECB3OEIp2Gw2UdbuLmVnZ+Pv7y93GIKTKE0JpqZNm+KWcE0b51/JB5PNhIerRxlHKAjlIysrS4wGq+RKlIC4Mh/BrZT0ZprNZmPWrFlMnDiRli1b3nJdk8lEhw4dePnll2nevDnh4eFMnz4dT09P7r///ptu5+wX1zqdzj4c3Gg0otfradeuHdnZ2eh0Ojw8PPD29sZisaBQKOzzX1y+fPmWNTTd3d0rJP7KqCpcXF9RkrlTBOckSRKbN29mxowZcociCBVCr9fz999/4+vqTXC+FydTC2jbvDU5dSX8W0CASD7clSudK9544w17R4WXXnqJsWPHotPpbjhJ4b59+xwuXJ2lg0ZF0Wq1LF++nNDQUMaOHVvlb0yXxOTJkx3m3dFqtde1pZ2dzWZDrVY7lCJVKBRkZWVRUFBAjRo1rtvGmTsslVZiYuIt54mrCrp06cKRI0cYOnRoub2G6LBUtoqKitBoxO/83crNzcXX11fuMAQnodVqSzyqqFGjRnSo2YGDGQdRuF1t70iShDZTi7qBmtq5tcsrVEEoMxaLBaVSKdrtlVyJEhADBgxAoVA4zFcA2JeVpgTTypUrcXV1vWk5p2s9+OCDPPjgg/bHvXr14sEHH2Tnzp23TEA488W1h0dxhvnK51ZQUGBvUPj5+XH+/Hnc3d1RKBQOF1EGgwGr1UrPnj1vum8xAfXNVYWL6ytKMneK4JwOHDhAu3bt8PHxkTsUQagQERERBJq8sBzKpsgGaZfT6OnWGlW2xNnM49SuXVv8dt2FZs2aYbPZMJvN9l78Nts/dX7/1Wa7wsvLq9p+5nFxcaxevZonn3yS5s2byx2O06jMN96v6NixIxqNhg8//JCpU6eSk5PDV199BRS3oW+UgHD2DkslZbPZsNls9g5LVVVoaCgffvhhuSYgqlKHJWeQnJxMvXr15A6j0pMkSYwiEewKCwtp0qRkc6epVCrGDR9HiimFjZEbUboosdlsGC1G1PXVvPfAe5zaeKqcIxaEu5eUlHTLzthC5VCiluqePXvK7AV//vlnMjIy6Ny5M1B8UQDw+++/c/ToUYd1t2zZct1oB5PJdNuh8s58ca1QKOjTpw8//PADQUFBFBQUOAwlttlsBAUFkZWVhYeHBzabjcLCQrRaLZMmTcLPz++m+75RT0ehWFW4uIaSzZ0iOCez2czOnTt5++235Q5FECqEVqvFkKvD/YQVbMUX0FbJhkqpApuEdwJcOHaWTn27yB1qpdWjRw/q16/P66+/zsKFCzEajXz00UcMGjTIadtBcvn99985cuQIs2fPFkngKsjHx4cvv/yShQsX0q9fPxo0aMCDDz7I6dOnb/r3duYOS6Vx+fJlateu+j1YNRoNSqUSvV5v79BV1qpShyVnIBIQQlk7dOgQS5YsIS4uDnd3d+677z5mzZp1w5E23377Ld9++y15eXnUrVuXadOmMWTIEBmiLlulmYQawM3NjTkT5jB60Gi+O/Ud6cZ0mgY3ZVSLUdTzrscpRAJCcF6SJKHVajl79myJE2+C8ypRAqIse1r/+uuvDo9fe+01gBuWktFqtSxZsoSGDRvSsmVL/vrrL7Zv327v0VRZtW/fnoSEBP766y9yc3MJDg4mOzubzMxMxowZQ58+fThz5gwHDhxAp9PRpk0bBg4ceNvaj+JmQ9VW0rlTrlWVygtUdjt27GDw4MGyf/6ivIBQUXQ6HYrLRrAVNzVyjPn4uV29YPJUu5N+7CKIBMQdU6vVrF27lkWLFjFkyBCMRiMDBgzgjTfekDs0p2Eymfjyyy/x8/Nj9uzZohdpFWUymbBYLKxZs8Y+PH/Dhg00a9bspiVKnbnDUmnExMRUmxE9HTt25Pjx4+U234VoJ5etpKQkevfuLXcYlZrZbHaoilCd5eTkMHnyZObNm8eDDz5IVlYWTz/9NF988QUvvPCCw7r79u1j5cqVrFu3jiZNmrBr1y5eeuklfvvtt0qfFCttAuKK5rWa88Yg0T4UKo+4uDiOHTtGcnIyZ8+epV69eri5uREWFiZKMVVSJUpAtGzZ8rZ/4JKWYLqd0NBQ5s+fz4gRI3jiiSfQ6/VMmzaN7Oxs6tevz+LFi+2jJyqzBx98kK5du/L222/j7u5Oo0aNmDp1qn1SlQ4dOtChQ4dS7VOMgKi6SjN3yrWqSnmByk6r1XLs2DHmzZsndyiivIBQYVxdXTHmGYDiG3xn8+IJqdHI/rzJasbFIE9sVUlQUBAfffSR3GE4pfT0dD799FNGjBhRJdqOwq09/fTTvPrqq4wePZqoqCg+//xzpk2bJndY5S4mJqZcyxI5ky5duvD1119X6Qm3q5LU1NQSzxMp3JiYgPoqf39/Dh48iJeXF5IkkZeXh9FovOHnEx8fjyRJ9v9UKhVqtbpKlKrTarXivo9Q5Z09e5YDBw5w8eJFoHhOIZPJxNq1a4mPj2f8+PHyBijckRJ9A3/77bfllmH698iHyMhI+78VCgXPP/88zz//fLm8ttw8PT1p2bLldRn70pIkCavVKiahrsJKM3fKtapKeYHK7vvvv2f06NH2yeflJMoLCBXF19cXi8qKTbKhQEGiNo2eQR3sz2fkZdKhfZh8AQpV2rFjx/j55595/vnnCQ4OljscoZy5urqyYsUKFi5cyHvvvUfNmjWZNGkSY8eOlTu0clddSjBB8Xx5hYWFWCyWKnEjsaorSelk4dZycnLsHRSFqxUf+vbtS3p6Op07d+bhhx++br1hw4bx448/MnToUFQqFQqFgvfff/+27YHKUD3AZrOJ0ZwVSFQPqHgmk4nTp09z6dIl4Oq8dgqFAh8fH/bs2UPv3r3FnKiVUIlabl27di3vOKqluLg4mjZtesfbS5LE2bNnOXXqFMePH0elUnHx4kUeeughUR+tiinN3CnXqirlBSqztLQ00tPTadeundyhAM7ZkBaqJoVCQdjwXvy1ZCsabw+C3GuiVBQn4TILclAblTQc3FrmKIXKymg0kpKSgtlsJiAgwH6DxmazsXnzZrKzs3nzzTfF9101EhYWxo8//ih3GBXKYrGgVCqdooNDRWnVqhVRUVG0b99e7lCEWzCbzSJJVAbECIgb2717N/n5+cycOZMXXniBVatWOTxvNptp2bIlCxYsoGXLlmzbto033niDpk2bEhISctP9iuoBwr+J6gEVLyUlhaysLHviwWQyObTnvby82L17t0OnSqFyKFGrYPjw4Wzbto0BAwbcdCREWU5UXV3Ex8fTokWLO97+wIEDnD17lujoaAwGA+7u7iQlJTF//nyeeOIJBgwYUIbRCnIqzdwpgnPZsGEDEyZMkDsMQZBFvXsa0WPcQD774nMae9QhMT0Jk8FEsCaAsCnDcfG/ftJAQbgVSZI4efIkly4k4JphA4OVswozbo1r0LFnZ1avXk3nzp155JFH5A5VEMpdYmIiDRo0kDuMCtW1a1d27dolEhBOrjqNzClP2dnZomPhDWg0GjQaDbNmzWLMmDHk5+dTo0YN+/PvvPMOHTt2tHcAGzVqFNu3b+enn36yX0ffiKgeIPybqB5Q8YxGI0aj0f64qKjIodqLi4sL2dnZcoQm3KUSJSCeffZZoDgDLCb7KDvx8fEMGTLkjrbNzMwkKSmJ6Ohoe2ZQqVSiUqnw9/dn7dq1hIaG4ufnV5YhC4JQCjExMWg0mmp3c0AQrlW/f0tc99Tgoe4PYcopwiuoBt5d64jkg3BHoqKiSD0Wj2+0BYqbP3igJikhgblb/8eM12fdsnejIFQl1WkC6ivq169PUlISkiSJ61InlpycLMpjlIHs7GzCwkS5SoDjx4/z+uuvs3XrVntiwGQyoVarrytFnZqaSps2bRyWubi43HZCb1E9QPg3UT2g4vn5+TmM7DQYDA4JRoPBIBLclVSJR0AAN6yvJ9w5vV5/xz9w58+fJz8/3558AOy1AJVKJQqFgr/++ouRI0eWSayCcxEjH5yfJEls3LhRDNsVqr1Tp07RvlMHgka0lDsUoZKzWq3EnYl2SD4AnMqL4aI2lX4+7VHobPIFKAgVLCYmptqN9lEoFDRs2JCLFy/SuHFjucMRbiI5OZm2bdvKHUall52dLeaA+EdISAgGg4EPP/yQGTNmkJmZyeLFixk9evR1N4gHDBjAunXr6N+/P/fccw+7d+8mPDycV155Raboy4bRaBQ3w4Uqr1atWtStW5eMjAwUCgVGo9E+n5DNZkOn091xR25BXqUqzHj69Gk+/PBDUlJSsNkcL/BECabS0ev1dzVptMFgcJgMx83NzaHOpkqlIisr665iFAThzoWHh9OiRQsxCkmo9vbt2yfKkAllIjc3F1INIBW3dyw2K3+kR+Ct9mB43T5ISET/cZIWHe+ROVJBqBjVdYLarl27cuTIEZGAcGJJSUkMHTpU7jAqPaPRiEYjRowCeHp6smrVKt577z169uyJt7c3w4cPZ+rUqQCEhoYyf/58RowYwbRp01CpVEyfPp38/HwaNmzIp59+yj33VO72gVarFSM0hCpPoVAwePBgLl++TGxsLDabDaVSSVFREfn5+fznP/8hICBA7jCFO1CqBMScOXNo3rw5w4cPr1aTnZWHhISEu2o016hRwz7iAcDHx8fhebPZTFBQ0B3vXxCEO2exWNi+fTtvvvmm3KEIgqyMRiMFBQXUqlVL7lCEKkCSJGw6C+CCJEnsTjtMc+/6NPf+p8ydBJZC4y33IQhVhdFovG05karqnnvuYcuWLXKHIdyCTqcTN0qFMtesWTNWr159w+ciIyPt/3ZxcWH69OlVbiS6SEAI1YHRaOT8+fMEBgZy6dIljEYjly5dIjQ0lBkzZojyfpVYqRIQKSkp/PTTT9W2sVuW4uPj72pCqZYtWxIdHY1CoXAowwTFNz+VSiU9e/a82zAFQbgDu3fvpk+fPqLHklDthYeH07VrV7nDEKoIX19fzC5WAP7KPE49j1pXkw9Arq6ABvc0lSs8QahQcXFxNG1aPY93lUqFr6+vKE/jpGw2m5ifowyIeU6EfyssLMTb21vuMASh3JjNZvbt20dRURHx8fGoVCqCg4MJCAjgwoULJCYmigREJVaqYQxhYWGcO3euvGKpVuLi4u4qAeHj40PHjh2pX78+VqvVvryoqIjc3FwmTZokSr8Iggz0ej2HDh1i4MCBcociCLI7cOCASIYLZUatVtO4+z3sT4vEReFCO9+rk+9arBYKCgtoNUxM1ilUD9VxAuprdenShSNHjsgdhnADWVlZojxGGSgoKBA3mwUALl++zIEDBzhy5AgpKSmcPn0ag8Egd1iCUOaio6NxdXXlzJkzSJKEXq/Hw8MDtVpNcHAwa9euLS7JKlRKpRoB8dJLL/H444/TtWvX60r+LFy4sEwDq+ry8/PvOkHQqlUrAgICCA8P58yZM+h0Olq2bMnw4cMJDg4uo0gFQSiNH3/8kQcffNChRJogVEf5+fmoVCoxVFwoU0YXCzpfG/cU1qLQoEWldKGwSItBV8SgZ4bjHiRu1gjVQ2xsLAMGDJA7DNmEhoby0Ucfcf/998sdivAvSUlJ1K9fX+4wKj0xwkcAiIqKQq/X41fPj+RzyRR5FLE/az/RSdHc1/c+PD095Q5REMpMSkoKOp3OXuVFr9fbvwddXV2xWCwcPXqUwYMHyxmmcIdKlYBYsGABNWvWFF9yd8lkMpVZGatatWoxfPhwhg8fXib7EwThzmVlZXHp0iUeffRRuUMRBNnt37+fXr16yR2GUIVERUXx119/8X9LFlCYksv5X49jyNXToF4zmt/XAdcAD7lDFIQKo9PpqnXvaHd3dwB770jBeSQnJ9OwYUO5w6j0RAJCyM3NpaCggDyfPJYeXYohxYCyppLE7EQww6Wdl3hl9CtyhykIZUqr1dr/bTabHe6duri4kJWVJUdYQhkoVQIiKiqKAwcOiATEXbp06RKNGjWSOwxBEMrYhg0bmDBhgqjXKgjA0aNHmTNnjtxhCFVEYmIimzdvZs6cObi4uODXMJDuk4fIHZYgyEKr1YrrMaBjx45ERkaKUn9OJikpSXRAKAMiASHEx8fjEejBipMrsEk2JJOEwvWf60w1/BL/C8PTh9M8qPqW4xOqFrVabe9gcKOO22azmcDAQDlCE8pAqeaAaNiwITqdrrxiqTbudv4HQRCcT0JCAgCNGzeWORJBkI/NZsNsNpOamkrNmjVxdXWVOyShCsjOzmblypW8/PLL9osSQajOYmJiaNasmdxhyC4sLEzMA+GEcnJy8Pf3lzuMSi8nJ0ckIKq5oqIiTuadxCbZALDpbCjcr3Z003ho+P7M93KFJwhlrlmzZnh4eKBQKCgoKHAo/V9YWIi7uzudOnWSMULhbpRqBMRDDz3EU089xahRo/D19XXo5fvggw+WdWxVVnx8PGPGjJE7DEEQ7kB6ejpnzpxBr9fj6urKPffcQ/369dmwYQOTJ0+WOzxBkIXRaOTUoUjSjl8Eo43jl6No06X9dcNmBaG0dDodH3/8MVOnTr3rubMEoaqIiYmhTZs2cochu5o1a1JQUIDVahVzbzkZMRr47mVlZYlETjXn6upKWn4aALYiG1hA6X61D7HRYCTDnCFXeIKMzp8/z+LFi4mKikKtVtOzZ09ee+21G35nbNy4kW+++YaMjAxq1arF448/7rQlo+vXr096ejr16tUjLi6OevXqYbPZKCgoQKvV8uyzz4rrgUqsVAmINWvWALB27VqH5QqFQiQgSiEzM5OAgAC5wxAEoZQOHz5MUlISGo2GxMRE8vPzOXLkCP7+/jRo0ECc10K1ZDQa+X3NL9RIVtBQUxNJkvgjN4/ACyp++2Ybg58cLpIQwh0xm8189NFH/Oc//6FOnTpyhyMITiM+Pp4RI0bIHYZTuOeeezh79ixt27aVOxQBKCgoqNZzk5QVi8VCXl4eNWrUkDsUQUaNGjXC+pcVAPM5M+qWV9vTNouNbF02TWqJyhrVjcFg4JlnnmHs2LGsXLkSnU7H7Nmzef311/n8888d1v39999ZsmQJX375Je3bt+fEiRM8++yzBAQEMGSIc5Yy7dy5M3Xr1uXIkSP4+fmh1+vp1KkT9957rxgVVsmVKgHxxx9/lFcc1YbFYkGlUoleIYJQySQmJpKcnExRURF79+5FkiQAJEnixIkTjBo1SuYIBUEeZ8JPUiMZfDReAKTqMqjjGYivhw/SpXzOHT1Nu+4dZY5SqGxsNhvLly9nyJAhhISEyB2OIDgVk8mERqOROwyn0LVrV3777TeRgHASSUlJ1K9fX+4wKq2MjAwOHNjJpUu/ExeXx+efP02fPk/Tpo2YU6M6CgwMpF1gOw6fPIwyR4lraHFpU6vJSlJ8EpZaFh5u/rDMUQoVLTU1lZYtWzJ16lRUKhWurq6MGzeOV1999bp109PTmTRpEh06dAAgNDSUrl27EhER4bQJiCvatm3LlClT5A5DKEMlSkB88cUXPPXUU7i43Hp1s9nM6tWrRRmSW0hOTqZevXpyhyEIQilFRUXh7u7O77//Tn5+PkajEVdXV1xcXPD09OSXX37hvvvuE0OlhWon5Wg8jTRXe6OcyLxAp1qtAPDzrMGlQ9EiASGU2po1a7jnnnsICwuTOxRBcCrZ2dmi/MA1GjRoQGJiIpIkiQ5eTiApKUlc696hpKQkfv75Q/RFW1EqJRSKhmh1p9n83R8kJ0/lvvuuv7koVE3Z2dkcPn2YIylHyCnKQXleSaYyE1WcCovVQqGtEGrBgkELqOctzrfqpkmTJqxatcph2a5du2jduvV16/671FJ2djYRERHMmTPnlq+h1WodHru6ulbo3H4nT56kXbt2FfZ6wu2ZTCZMJpP98b+PkZIoUQJCrVYzYsQIHn74YYYPH05QUJDD8ykpKezcuZPvv/+esWPHljqI6iQ+Pl5MQC0IlZBerycqKor4+HjUajUqlQqj0YhCocDT0xOVSlUpehIIQlmy2WxIRRb4pxytTbKRUZRDsOfVcmRWnVmm6ITKavv27ajVau677z65QxEEpxMTE0Pz5s3lDsNpKBQKGjZsSGJiIg0bNpQ7nGovOTlZjEa5AzabjX37tmEwFicfrFYFSpUNpVJBjRoK/t6/jE6dRhAY2FLuUIVydvnyZX468hPHpGMofBVI3hJKmxL/1v7U8K5BcKNg6vvU5+HmD4vkg4AkSXz88cf8+eefrFu37pbrZmZmMnnyZNq0acMDDzxwy3X79u3r8HjatGlMnz79ruO9GUmSSExMJCEhAZvNxu+//8748ePFfIJOZOXKlSxfvvyu9lGiBMTEiRPp06cPS5cuZcmSJQQFBREUFITNZiM9PZ3s7GwGDhzIihUraNq06V0FVNXFxcUxdOhQucMQBKGUtFot586dw9PTE4VCgcVisf8Y5uXlodFoyM/PlzlKQahYSqUShUYF/3SGuFR4mUY+V2v1S5KEylM0GoWSO3jwIAkJCUybNk3uUATBKcXExNCjRw+5w3AqXbp0ITw8XCQgnEBaWhrBwcFyh1HpZGZmkpV1GCgu8WoyqXFztdif12gUHDq0khEjPpIpQqEi2Gw2jpw+QqQyEoWyeESXIcaAprkGvyZ+XDx7kbeHvU2zwGYyRyo4A61Wy5w5c4iKimLdunW3LFl64sQJXnzxRTp37szChQtvW91m3759eHl52R+X5+gHSZI4evQokiQRFBREQkICWq2W2NhYUlNTue+++yp09IVwY5MnT2bixIn2x1qt9rpE1e2UeA6Ipk2b8sknn5CdnU14eDiXL19GqVRSp04dunXrJiZIKqHLly9Tu3ZtucMQBKGUjEYjbm5uGI1G+zJJklAqlbi5uaHX6/H09JQxQkGQR+OeLcnaFkNNLz+ismPpEnS152NmYQ5NB18/HFgQbuTs2bPs3buXV199VZRSEYSbuHTpEo888ojcYTiVVq1a8eOPP8odhkDxDVSVSiV3GJVOUVERVmvev5a5YrOBUglqtZKc3GR5ghMqTHp6Oom2RCTl1bkG/5+9+46rqv4fOP66ly1DpgPceyuKE4zEPTNTy7LUb5YtMzPTplnZtLKyYVmWLW1YmiPN3AtFcYsKioDInhe4+/z+4OdNQhEVuJfL+/l48Hhw7zn33Pfn3vO5Z7w/Q3tWi/cwbwDqBNZh+e7lvDr6VStGKWxBQkICDz30EIGBgfz6669lDgP966+/8vrrr/Pkk0/yv//9r1zb9/DwKJGAqEzJycmYTCaMRiPr168nPz8ftVpNUlISOp2OgoICOe+xARUxDNcNTUIN4OfnJy34b5LZbAaKW4wKIaqXy8kFk8lkubBSq9XFJ4ZaLZ6enphMJmuGKIRVtOveiX9OJJAWm0F6UTZ1avliNptJ12ShauVJm26SgBDXl5iYyIoVK3juueeu2ypLiJpKURTMZrPUkf9wcHDAy8uLzMxM/Pz8rv8CUSmKiopwcXGxdhjVkqenJ2p1bUzFtwtwc9NTr342p2Ma0rpNIjqdmbp1pIePvSsqKqJIXQT/f0lZdKIIlyYuqByKG2U4uzmTmptqxQiFLcjNzWXSpEn06tWLBQsWlHl/cePGjbzyyit89tln9O3btwqjLL9z587h5+fHhg0bUBSFnJwcvL29AXBxcWH37t0MGDCAgIAA6wYqbpncCa9CKSkp0vtBiGrK2dmZBg0aYDabKSgowGw2U1hYiMFgoG7dujg4OFBUVGTtMIWocg4ODvSfPAJDDy9q+9TmvDGVi7VyaDS2MxGThknSXVxXZmYmn3/+OTNnzsTNzc3a4QhhU8xmM4mJiezbt49169ahVqvJzs62dlg2p0ePHhw4cMDaYVSprKwsBg4cSGRkZKllaWlp9OnTp0p7hly8eFEmoL5Jvr6+1K/fF7P5395//v55BNTJ5XRMQ3RaM716TbNihKIquLm54WIqTuLpzuswZhhx6/DveZG+SE89bxnirKZbtWoVycnJbNiwgW7duhEcHGz5AwgODmbNmjUALF68GJPJxJNPPllivZdfftmaRSjBaDRy4cIFFKW4509ubm6JEXacnZ3Zv3+/tcITFUiaz1QhmYBaiOqrXr16nD17loCAAMxmM3l5efj5+eHg4IDZbMbFxQV/f//rb0gIO+Tg4EByVgqTZj5E06ZNrR2OqEYKCwtZtGgRjz32GD4+PtYOR1RjJ06c4I033uD06dO4uroyZMgQnn322Wo9brDRaGT//v24O3vipPHn0pnz1PVsyvHDp6gT6FfmeM81TXBwMIsWLaoxk9cfPHiQuXPnkpCQUGqZ2WzmmWeeqfJEVWJioiQgbpJKpWLQoLGsWHGK7Jw/uNyRpHbtHPLzTZhMw/DwaGLVGEXlq1u3Lk0cmnAo6RDaM1q8BniVGJIy7WIar/3vNStGKGzBlClTSozF/1/R0dGW///888+qCOmWqNVq8vLygOLjl6IoJYby0+v15OfnWys8UYGkWWIViouLkwSEENVUly5d8PPzs8z7oFarcXBwQFEU8vPzCQwMpGvXrtYOUwirUBSF+Ph4mjRpYu1QRDViMBh4//33ue+++wgKCrJ2OKIaM5vNTJs2jcGDB7N//35+/fVXdu3axZdffmnt0G7JyZMncdB6EbujiPNHMok9G4dDng/p0Y6cPZxERkaGtUO0GbVq1QKoEb1Rf//9d5555hlmzpx51eWffPIJ9erVq/Ke99ID4tb4+voyadLrhIV+iJvrbahVHWgQNITn5v7InXf+j0WLFmEwGKwdpqhEarWahv4NUR9S4xHqYRl6yWw0kxKXwj0976G5f3MrRylExWrcuDFarRYontj4yrkn9Ho9JpNJhl+yE9IDopIVFRVx/vx5cnJyOHr0KOHh4ZjNZhmSQohqxtPTkzvvvJO8vDyioqIwmUwUFBSgKAqNGzfm3nvvlda7osaKjY2lZcuWMnGwKDdFUfj0008ZOHAgbdq0sXY4oprLzc0lPT3d0nIOim/kVOchvUwmE2nJmeSedLeUKa8oC083X8yKgibemRNHThPeX3pfXhYcHEx0dDR9+vSxdiiVKiwsjJEjR+Lo6FgqCXF5qK7ffvuNkSNHlmt7Go2mxOObnWgyKSlJEhC3yN3dnfDwUYSHjyrx/OWP9YMPPmDmzJk4OTlVahx6vR69Xm95/N99RFSOjIwMfvvtN+Y/N58T50+wJ3EPObocPF09mTFiBp2bdbZ2iEJUuEaNGlGnTh3i4+NLzP+g1+tJTEzEz89PGnraiXIlIJ577rlSz7m4uBAYGMiwYcPkROMaLl26xLlz5wgICEClUqHT6Th8+DCnT5+mX79+1bpLuBA1UZ06dXjmmWc4ffo0H3zwAcHBwTRr1ozu3btL8kHUaLt377bZic2EdZlMJpKSkoiPj8dsNhMQEECLFi1YuXIlrVu3pmfPntYOUdgBHx8fJk+ezNtvv80777yDyWSif//+TJ48+ZqvqaibrpWlqKiInIt6UIpb9mv1BahVakui19HRmfhjyYT3t2aUtqVHjx589913N52AqC43Xa/VEjQzM5Pnn3+ejz76CHd393JvLzw8vMTjJ554gunTp99wXHq9XiahrkS9evVCpVJVSRJiyZIlLF68uNK2L0rTaDR8+OGHPPHEE9SvX59GjRoxlKHWDkuISqdWqxk0aBBFRUWsWLECRVHIysoCwM/Pj7Fjx8q9Fjtx0z0gCgoK+Oeff/jss8/47rvv6NChQ0XGVe1ptVri4uLw9vZm165dFBYWolarycrKQqvVkpWVxYQJE6wdphDiBqlUKtq0aUPDhg155JFHrB2OEFanKApxcXFMmjTJ2qEIG6PVatm5cyeuihO1sx2hELLOJ/LhH3/iHeBbY8ZqF5XPbDbj6urKSy+9xNixY7lw4QJPPPEEH330EU899dRVX1NRN10ri6OjI3lZBXipvTGZjew+/Sddm0ZYlpvNZgo0OitGaHv8/PzIycnBZDKVGD+6vKrzTVdFUXj22We5//77b/i6fPv27SWGvLiZRJzRaLypz1zcmMtJ+8pOQkybNq3EGPMajabUb6aoOHq9nvfff59JkyZV+dBpQtgCBwcHRo4cyeHDhwkNDSU3N9fS80GSD/ajXAmIN99885rLvvnmGxYtWsTSpUsrLCh7EB8fj7+/P3v27AFKzuTu6urKsWPHCA8PJzAw0Jphimpm7969vP/++8TFxeHm5saQIUOYPXs2rq6u1g5NCFFDnTt3jmbNmsnwS6KU/fv3413oihKdg95c/Fx8znk0eZm08mmCXq+3qRbnovr6+++/2bhxI3/99RcALVu25PHHH2fBggXXTEBUxE3XyuTq6oraoXiulMjYDbQJDMHHo45leU5eJvUa1rNihLapbdu2nDp16qYax1Xnm66XLl1i//79HDlyhE8++QQojn/+/Pls3LiRJUuWXPO1Hh4eJerCzUhJSaFePdkfq0LPnj0rvSeErfUIs2cmk4mPPvqIkSNH0qJFC2uHI4TVnD17lvbt2zN48GBrhyIqyS1PRDBu3DiOHTtWEbHYlZycHLKzsy2PMzMzLWOZAdSuXduSnBCiPLKyspg2bRoTJkwgKiqK33//nf379/PFF19YO7QaQ1EUEhMT+fvvv0lNTWXDhg3ExcVhNputHZrdysrKYuDAgURGRlqeW7duHUOHDqVr164MHjyYn376yYoRij179hAaGmrtMISN0Wg0FGVpUKJz4P9/IhMLUjmWfZZhDfviet5I7OHTVo1R2I9Lly6VGDoHinsQlHVj7vJN18t/tniz7fYRPdhxdDW+7vUI8vv3xlShtoCE+ERuH9XNitHZpp49e5Y4Z7gRzs7OpfaL6iIwMJBjx44RFRVl+QsMDGTevHllJh8qSmJiIg0bNqz09xHFevTowe233877778vE1NXY4qi8NVXX9GtWzeCg4OtHY4QVnX06FE6duxo7TBEJbrlBIS7uztGo7EiYrErDg4O5OTkAJCdnU1hYWGJBITBYCAvL886wYlqydfXlz179jBmzBhUKhU5OTnodDp8fX2tHVqNoCgKe/bs4fDhw6jVanQ6HadPn+aPP/5gzZo1mEwma4dodw4ePMjdd99NQkKC5bkzZ87wwgsv8Oabb3Lo0CHefPNNFixYQFRUlBUjrbkUReHMmTO0bNnS2qEIG5Obm4tDqtGSfMjVa9iRcpBRjW7HQaWmtosHSXvPWDdIYTfCwsJIT0/n888/x2QykZiYyGeffVbuSXht1YVLcdRv6ochy5m4+NMkJsdz6vRxYmPOMf7hYfjW87R2iDancePGXLhwwTJxt6gaiYmJMi9kFevRowcRERGShKjGfv31V/z8/OjXr5+1QxHC6s6ePSvXlHbupueAuOzcuXNyA/QqGjRoQHx8PAaDgRMnTtCjRw/L8BSKopCRkSETL4obdrklVnh4OKmpqYSEhDBmzJhrrm/rEyxWJxcuXCAnJwetVsv27dvJz88nMTERgLi4OPR6PePHj7dylNdXXSZY/P333/noo4+YPXs2M2fOtDwfHx+P0WjEbDajKAoqlQoHBwfZr63kwoULNGnSRIZfEqU4OjpiyNcCbgAczDhJeL1uuDgU11Wj2YS60IoBCrvSokULlixZYhkW1tPTk1GjRvH4449bO7SbdvLkSfbu3csL82dTkK3n4OZYstM1BNTzpnO/Jnj5u1k7RJukUqlo2LAhiYmJNGrUyNrhVLrTp6/dk2zLli1VFkdSUhJDh8qEuVWte/fuALz//vs8/fTTlToxtahY//zzD7m5uTz44IPWDkUIq9Pr9ajVavkNs3PlSkAkJyeXes5kMnHx4kXee+89Odm4inr16uHl5cXff/9N27ZtLTfHFEUhISEBR0dHQkJCrBylqK42bdpEbm4uzzzzDE8++eQ152Cx9QkWq5NTp07h6urK1q1bS7Wqc3NzY926dQwYMMDmE7LVZYLFsLAwRo4ciaOjY4kERFhYGF26dGHChAk4ODhgMpmYM2cOnTp1KnN7koyrHHv27KFPnz7WDuOmVJdkXHXl7+9PkVkHuGE0m7hUlEG/+t0tyzPysujcRYaPERWnT58+1fb36L9SUlL46aefeO6553BwcMDL341+98iwBOV1eRimmpCAsBUajQZPT+mRYw2XkxDvvfces2bNkht41cDBgwc5fPgwM2fOlEY8QgAxMTG0adPG2mGISlauBERERESpH0ZFUXB1dWXYsGE88cQTlRJcdaZSqTCbzdSrV4/09HQMBgMGg4GsrCycnJyYOHGizOYubpqrqyuurq7Mnj2bcePGlZjk/Eq2PsFidWIwGEhOTkZRFBRFueq8DwcOHLD5SZOqywSLAQEBV31er9fToEEDHnvsMbp3787u3buZOXMmrVq1Iiws7Jrbk2Rc5YiJieGee+6xdhg3pbok46orBwcH2vbrwslv9pKnLqRN7X97yuQW5kGhicYD21s5SiFsj0ajYfHixcyYMYNatWpZO5xqqV27dvz+++/WDqPGkLnQrE+SENXH2bNnWb9+PXPnzkWtvuUR0YWwC8eOHbP8jgn7Va4ExD///FPqORcXF3x8fHBwcKjwoOxBfHw8hw4d4pVXXiE9PZ3du3eTl5dHaGgo3bp1k+SDuGGHDh3i+eefZ82aNZZEgl6vx8nJCTe3q3fDr24T6NkytVptaSGdnZ1dqpWXoijk5uZaI7QbUt1b/n/88cc4OztbWrnefvvtDB8+nJUrV5aZgJBkXMVLSEigQYMG1fbiqbok46qztt07Ykwu5JPlS4ioE0JydipFBQXUdvBgwKN34Ojrau0QhbApRqORRYsWMWnSpGsm4sX1OTo64uXlRVZWls33TLUHmZmZ+Pv7WzuMGk+SELYvOTmZ5cuXM3fuXPl+hLhCXFxctW3UJsqvXAmIoKCgSnlzk8nE5MmTCQoK4q233rrqOtu3b2fhwoUkJiZSv359nn32WZufpEer1bJ06VJmzZqFWq2mbt26ZY7TL0R5tG7dGq1WazmpTE9P5+2332bs2LFyM7UKNGnShNjYWHQ6HTqdjnr16lmW6fV6XFxc8PPzs2KENUNycjLe3t4lnnN0dLzuSbwk4ypGamoq58+fx2AwEBkZWa3nMqruybjL1q9fzzPPPIOLi4vluQEDBvDuu+9aMap/1Q6uT8dzwfRo2Ad9ZhE+QX749GkkyQch/kNRFJYsWUL//v1lEsYK0L1792rRM9UeJCUlyQTUNqJ79+6oVCpJQtig7OxsPvnkE55++mnc3d2tHY4QVqEoCjk5ORgMBjw9PXFzc0On0+Ho6CiN22uAcjVbfPjhh0s8XrduXYnHPXr0uKk3X7x4MVFRUddcHh8fz/Tp05kxYwZRUVFMnz6dp556itTU1Jt6v6ry5ZdfMm7cOOnlICqUu7s7S5cu5ezZs4SGhnL//ffTp08fnn/+eWuHViO0bt2aunXrkpqaSkBAgGUoEYPBQE5ODnXr1qVr165WjtL+RUREsH79enbu3ImiKOzfv581a9YwcuRIa4dm1xRFISoqigsx56mTU4tGmd6knk/G0aDm4MGDpeZFEVXn2LFj3HHHHURHR1v+bCX5ALBhwwaGjR5Bk7FdaDWtNwEjWknyQYir+OOPP6hfvz69e/e2dih2oWvXrhw6dMjaYdQIiYmJNGzY0NphiP8XEhLCgAEDeO+99zAYDNYORwCFhYV88MEHPPLII9JgTdRYycnJbNy40fK3YsUKtmzZwpEjR2jXrp21wxNVoFw9IP6bJJg/fz7Dhw+3PL6ZA9vevXvZtGkTgwYNuuY6v//+u+UACjBs2DBWrVrFypUrefLJJ2/4PavC1q1b8fX1pXPnztYORdihFi1a8PXXX1s7jBrJyckJjUZDSEgIJ0+eRK1WYzKZcHJyonHjxowdO1aSjlVg3LhxaLVaXn/9ddLT0wkMDOSVV16x+Z5x1V18fDzKxSJ84lWYlDxSCrPwNXvgfwyyGxcQ7xtP06ZNrR1mjXTs2DGGDh1q7TCuSqvVkpKSIvuGENexd+9ekpOTeeyxx6wdit2oVasWiqJQVFR0zaFKRcVISkqSxJmNCQkJAexvOKa9e/fy/vvvExcXh5ubG0OGDGH27Nm4upZu2LB//37effddYmNj8fLy4t5772XatGlVHrPBYOCDDz5gwoQJkqgTNdalS5fYs2cPubm5JeYXPn36NOfPn2fq1KlWjE5UlXIlIP7rvy0d/ztB9fVkZmbywgsv8Omnn/LNN99cc73Y2FhatWpV4rkWLVoQExNT5vYvj9N+WVUNs3Dx4kV27tzJCy+8UOnvJW6MXq9Hr9dbHv93HxHieo4ePYrBYGDOnDlkZGQQGRmJRqPB39+frl27SvKhEp0+fbrE4/vvv5/777/fStHUTOdPxhF0zhn+/3h/NO0MnQJag6JQ+7yKeKc4uclsBWazmRMnTuDm5sbSpUsxmUyEh4fzzDPPULt27au+pjLPkRRFIT09nQsXLmA0GomNjbXM1yJsl5wjWVdsbCz//PMPc+fOveFrKlG2Ll26cPjwYbk5Xklyc3PJyMggMTFRhrm0QSEhIahUKhYuXMgzzzxT7ZMQWVlZTJs2jVdeeYXRo0eTkZHBgw8+yBdffFGqcWpcXBwPP/ww8+bNY/To0Zw+fZpJkybRuHFjhgwZUmUxm81mPvnkEwYMGEDbtm2r7H2FsDVHjx4lJyen1NyBLi4upKWlUVBQYKXIRFW6qQTErZwcm81mZs+ezZQpU2jTpk2Z6xYUFJRqseLq6kphYWGZr/vvJJJPPPEE06dPv7mAy0mv1/P5558zY8YMGbvMBi1ZsoTFixdbOwxRTRUUFLBy5UpefPFFAPz9/Uv0AhPCnimKgu5cDmpV8bwnubp8YjLPcXuj4uEX1SoV2nM5Voyw5srKyqJdu3YMHjyYjz76iOzsbObMmcPs2bP54osvrvqayjpHMhqN7N27F5VOoXauM6oiM1E7Ihk4cCDp6ekyoa4Nk3Mk60lPT+ebb75h7ty5ODre1GWZKEOPHj344YcfJAFRwXQ6HVFRUZjNeahUZygoSGD9+tdo0CCc7t0HlrrBJKynW7duAHaRhPD19WXPnj14eHhYxpHX6XRXnWj+xx9/pH///tx5550AtGnThhUrVlR5omz58uW0adOmWs+ZJsStys/PJz09vcSxwWw2o1arMRgMuLi4EBkZSXBwsBWjFFWhys90lyxZgrOzc7lar7q5uaHVaks8p9Vqrztpz/bt20scXKqi98OyZcsYNWoU/v7+lf5e4sZNmzaNKVOmWB5rNJpSN2GEuJalS5cyceJE6cIvaiSVSoUxX4/ipnDg0nEOp8VwV5tBOFxxEmnM15exBVFZ/P39+eGHHyyP3dzcmD17NuPHj0ej0Vz1QruyzpEOHz6Me64DjscLUBQdiZpUgtR+BMW6EpmznYGTRpaYKFvYDjlHso7CwkI++ugjHn/8cWk9Xkn8/f3JysrCZDJJA7EKoigKkZGReHunkZ39M4VFJtxqmfDzP0Ni0lEKCk4REfGUtcMUV7gyCTFr1qwquTdSWS7/VoaHh5OamkpISAhjxowptd7Ro0fp06cPTz/9NLt378bX15fJkydz9913l7n9iuwlumbNGpydnau0x8WNKiwsRKfTkZube82eszWd9BK9dSaTqcRnmJqaysWLF+natSuZmZn4+/tLD4gaosqbJ6xevZr9+/cTEhJCSEgIa9euZe3atZZxCq/UqlUrzp49W+K52NhYWrZsWeZ7eHh4lPir7IPsnj17cHJyonv37pX6PuLmOTs7l9ovhCiPXbt24efnJ91mRY3m4OrIV0d+o8BQyIOd7qKe+7/Jdo22AB9fGYLMGmJiYli4cGGJoTH1ej1qtfqa5z6VcY6k0+nITs7A8XgB/H8oB1KPE1K3Aw4qNZ4JEHu47OEzhfXIOVLVM5lMfPTRR0yYMIH69etbOxy71rZt2+sO3yvKLyUlBVdXA9nZP6NgJitTwc+3eHQEf39Xzp5dQW5unJWjFP/VrVs3Bg0axHvvvVfiRmB1tWnTJnbs2IFarb7q3KC5ubksX76cUaNGsXv3bl599VXefvtt/vrrrzK3Gx4eTrdu3Sx/S5Ysuan4du7cSVJSEhMmTLip11e2wsJC/vrrL7766StOJZzigfceYOrCqUTHRVs7NJuzZMmSEvuENNC4cR4eHhiNRqC458Pp06ct1y4ZGRl4enri7e1txQhFVSlXAqKoqIj+/ftb/vLz80s8/m8vhbL89ddfHDp0iKioKKKiohgxYgQjRowoNdE1wKhRo9i/fz/r16/HaDSyfv169u/fzx133FH+ElaylJQUNm7cKOORC2GHMjMz2bRp03VbywhhrxRFYdOmTexOO0xrxwb0CexSoueDzqDj3IXzdBohXcutwdvbmx9++IGlS5diNBpJTk7m3Xff5c4776zSFo65ubk4Z5gtyQetUU+BoQh/N+/iOGt5kbjv7LU3IEQN8/XXX9O7d2/atWtn7VDsXs+ePYmMjLR2GHbj4sWLODnFomAGIDNLwdf33+GZfX19OXbsGytFJ8rSrVs3Bg8ebBdJCFdXV+rWrcvs2bPZuXMnubm5JZY7OzvTv39/br/9dhwdHenevTt33HEHGzZsKHO727dv5+DBg5a/m5m0+ujRo+zevZtp06bZ5Lw+er2edevWsTdpL5/FfkaWMYvThtPsTN/J2IVjWb5/ubVDtCnTpk0rsU9s377d2iFVO46OjrRr1478/Hzi4+NLNLzIy8sjJyeHgQMHWjFCUVXKNQTTG2+8UdlxWAQHBzN//nxGjRpF8+bN+eSTT1i4cCEvvPACQUFBfPzxxzYz0aXBYOCzzz7j0UcfrdbjKQohSlMUhSVLljB16lSp36JGSk9P58svv6Rt27a8uuA1MvZcIPK7f1C5OeLm6kphURFoTfR9YBBeDUqPvysqX7169ViyZAnvv/8+n332GS4uLgwfPpzZs2dXaRxqtRpDnhYo/q3UGArwc/W2LDeZzSgaY5XGJIStWrduHR4eHtKKsoo0adKE+Ph4FEWxyZuB1ZHBkAEUnyvHnjUzdOgVtxRUKoq0yVaKTFxP165dgX/nhKhOwzEdOnSI559/3jK0ERTfTHdycio1TG7z5s1LJVlMJlOJHqNXc6u9AM+fP8+qVat47rnnbHbYt5iYGLJ12fwS9wvm/08kAqjUKhw9HXn151eJaBtBA88GVozSdtzKMFziX7179+bMmTNERUXRs2dP8vLyyM3NRavV0q9fPxo1amTtEEUVKFcColGjRpaxAyvaW2+9VeJxdHTJbl99+/alb9++lfLet+r7779n0KBB1KtXz9qhCCEq2Pr16+nYsaMcDEWNc7nXw969e5k6dSoNGhRfgNTt24xh7QPJ3H2BgtRc3OvWxi+0MY6+rlaOuGbr0aMHK1assGoMvr6+FJr/vdA3KwrqK270ZeRl0biTbTQeEcKaDh48yJkzZ3jqqaesHUqNoVKpaNiwIUlJSTRs2NDa4VR7devW5fRpJxyd4HSMmUaN1bjV+vf3Pjs7i3Ztw6wYobie6pqEaN26NVqtlvfee49Zs2aRnp7O22+/zdixY0uV4Z577mHq1KmsXr2aUaNGERUVxZ9//snChQsrLb60tDS++uornn32WZue8youLo7jmuP/Jh+uyMmoHFSYNCZ+PvkzT/d82joBCrt0OSF39913c+HCBXQ6HYWFhQwbNozBgwdbOTpRVco1BNNDDz1U2XFUO1FRUeh0OkJDQ60dihCigiUlJREdHc3w4cOtHYoQVSotLY0FCxag1Wp56aWXLMmHyxx9Xak7sjXNpvag7sjWknwQQHEPiFa3dSQho7jVq1kxo1YVn2IW6ArJzcimxZDO1gxRCKuLj49n7dq1PP7449ISv4r16NFDhmGqIEFBQZhMzSgsUDh23Exw8L+3E/Jy9ShKNs2aTbRihKI8unbtytChQ1m4cCF6vR6NRkNkZCTr169n586dZGdnWzvEUtzd3Vm6dClnz54lNDSU+++/nz59+vD8888DxSNprFmzBihubf3pp5+yfPlyunXrxnPPPcecOXPo379/pcSWl5fHRx99xJNPPomXl1elvEdFMZvNZBZlWh4XeBYQdCEIr2wvVGYVqCAxL9GKEQp7lJycTEZGBiNGjGDSpEm0b9+eOnXqcNttt1k7NFGFytUD4npd1WqajIwMVq9ezUsvvWTtUIQQFcxoNPLFF1/w5JNPolaXK0crRLWnKAobN24kMjKShx56iMDAQGuHJKqZNiHt0SXlE7P+EHoXE0W6ImKTzqPWKfR/aCTO/rWsHaIQVpOdnc2XX37Js88+W21aG9uT9u3b88cffzB27Fhrh1LtqdVqQkOH8M47W2nS5Bx6vQqzWSE9PZfCwjRGjngNNzfpaVIdBAcHA/Dyyy/TokULnJ11FBVFodGksHu3Jz163EO/fnfaVMK0RYsWfP3111dd9t+RNMLDw6tkqDudTsf777/Pgw8+SJ06dSr9/W6Vt7c3tZNrWx7n+uaS552HR54HgYmBFFGEv9HfihGK8oiJieHtt9/mxIkTODk5ERoayty5c/H1LT0s7vbt21m4cCGJiYnUr1+fZ599ln79+lVpvD/88AMTJxYnp81mM2azmYsXLxIUFFSlcQjrKtfdNVs66FibyWTi008/Zdq0aXIBIYQd+vnnnxkwYAD+/nLiJWqG1NRUFixYgF6v58UXX5Tkg7hpnUf34o4Fkwhs2xjP2l70GhTGiHcm4dtbhrITNZdOp2PRokU8+uij1K5d+/ovEBXO0dERT09Pm2zVXR1ptVqcnOpx5+j5KObWGI2+dOoYwZTJG2nYcJy1wxM3IDAwEG9vb6KithJ/4Q3S0zdQVBSN0biDjZseY9euj60dok0zmUx88MEHjBkzxmbmKb2ezp0708a1DeorbgUqaoV873wu+F2goHEBTqedePXVV9m5cycGg8GK0Yqr0Wq1TJ06leDgYHbt2sXatWvJycmx9Aa6Unx8PNOnT2fGjBlERUUxffp0nnrqKVJTU6ss3qNHj+Lr64uXlxdbtmxh2bJlHDt2jOTkZA4ePIjZbL7+RoRdKFcPiKKiout2V/vnn38qJCBbt3LlSvr27VtqWAohRPUXExNDamoq9957r7VDEaLSmc1m/vrrL6Kiopg6daokHkSFcAlwJ6h/azL8tQTe0c7a4QhhVWazmY8//pgxY8bItYOVde/enQMHDjBo0CBrh1LtXW7J2rRpU1q06GHtcMQtOHToEI0b+5KZdZC42KY0bx6HWl08+oWHu8Lff79JSMidgI91A7VBiqKwZMkSQkND6dSpk7XDKTd/f38GhA4gPi+edRfXoXJRYTaaMRYYcajtwPz/zWd0y9EUFhaybds2Xn31VVq1asXgwYOrRQ+PmiA5OZk2bdrw+OOP4+DggLOzM3fffTfPPvtsqXV///13QkJCGDBgAADDhg1j1apVrFy5kieffLLSYzWZTPzyyy889thj/Pbbb5aGALm5ubRu3ZqNGzdy5swZJkyYIA3fa4ByJSCcnJx44oknKjsWm3fkyBEyMjLk5qQQdkir1fLdd9/x3HPPWTsUISpdSkoKX375JcHBwbz44osy3JioUGazWfYpIYDvv/+eTp060bmzzIFibd26deOjjz6SBMQtOnPmDE5OTtWmtbcoW05ODvn5+6jtlQOKmfPnm9K8+TmgeBQMnd7EhQs/0qDB49YN1Ab99NNPBAUF0bdvX2uHcsPatWvH/Ibzuf3A7Ww4voEcJYcO7TvwQI8HaOhVPIRarVq1GDZsGEOHDuXUqVP88MMP6HQ6BgwYQHBwsGVSYVH1mjVrxtKlS0s8t3HjRtq3b19q3djYWFq1alXiuRYtWhATE1Pme2g0mhKPnZ2db2oEmC1bttCrVy+OHj1Kbm4uTk5OGAwGTCYTfn5+1KpVizNnzhATE0Pbtm1vePui6uj1evR6veXxf/eR8ihXAsLR0ZE777zzhjduT3Jycvjll1948cUXrR2KEKISLFu2jPHjx+Ph4WHtUIS4JYqiUFhYCBRfPFzZmsRsNrNhwwYOHjzIQw89RP369a0VprBjkoAQAjZv3ozZbJYb3jaiVq1amEwmtFotrq6u1g6nWlIUhR9//JGnnnrK2qGICqJSqdDr0wGoXTsPD4/SN5R0+otVHZbN++uvv9DpdNW6YaqnpyejIkYxKmJUmeupVCratWtHu3btyMnJ4Z9//uGPP/6gS5cuDBgwAG9v76oJWFyVoigsWrSIrVu38v3335daXlBQgJubW4nnXF1dLdeK1/Lf+VOeeOIJpk+ffkOxFRYWsn37dubOncuKFStKJK1cXV0tcfn6+rJ9+3ZJQNi4JUuWsHjx4lvahkxCXQ5ms5lPPvmEqVOnygmrEHYoKioKJycnaaEoqr3z589zIeYcTukmjPl6tIqeFn070LxzK1JSUvjiiy/o1q2b9HoQlcpkMknLOFGjHT16lOjoaGbNmmXtUMQVunTpwuHDh+nVq5e1Q6mWdu7cSadOneSGox1p2rQpKSlelscODv+OxW40Knh7q/Fwl3mcrhQZGUlMTEyVDF9ja7y9vbnrrru48847iY6O5vPPP8fZ2ZnBgwfTrl07GUKnimk0Gp577jlOnDjB999/T+vWrUut4+bmhlarLfGcVqvF3d29zG1v3769RMPMm+n9sGrVKu68805Lj4fL1Go1jRs3tuwvDg4O5OXl3fD2RdWaNm0aU6ZMsTzWaDSlElXXU64ExKhRZWdF7d2qVavo1q0bTZo0sXYoQogKUFhYiKIo1KpVi/z8fFavXi29m0S1d/LkSXTxuTRP8EKFChyKGxDE/XqEzes2kmbK4eGHH6ZevXrWDlXYOekBIaramjVrmDdvXonnLk+cefz48SqNJSkpid9++43nn39e6oGN6dGjBz/++KMkIG6CTqdj48aNvPLKK9YORVSgTp06cfx4D3Jyt+J4RfLBbFbQFJjpEuxFYODdXHHvsMbQ6/WkpaVhMpnw8fHBy8uLU6dOsXnzZp599tka/fuuVqvp1q0b3bp1Iy0tjU2bNrFixQp69epFv379qFWrlrVDtHsJCQk89NBDBAYG8uuvv+Lr63vV9Vq1asWJEydKPBcbG0uHDh3K3L6Hh8ctjQyRlpZGQkICEydOLJUAcXBwKHFv1WAw4OXlhbBtNzsM15XKlYCYP3/+Lb1JdXbq1CkuXLjA008/be1QhBC3KCEhgf3793PhwgUKCwtxcnIiJyeHhx56CBcXF2uHJ8RNKyoqIvtSJo0TS3axTS/MZmPyXnwUD2a+/jQe9bytE6CoUSQBIaraqFGjSjSYSk1N5a677mL27NlVGkdeXh6fffYZs2bNkvMKGxQQEEBWVpb00roJv//+OyNGjMDJycnaoYgK5Obmxvjx/+PXX5OJifkWheIkhKuLit69vejZ413c3Bre1Fjf1ZWiKMTExHAh/QKX1JfINeaiHFMI0AUQEx3D888/L/XgCnXq1GHixIkYDAYiIyN577338PPzY8iQITRr1sza4dml3NxcJk2aRK9evViwYEGZ59yjRo1i2bJlrF+/nkGDBrFp0yb279/PCy+8UKkxfv/990ycOBEoHm6pWbNmnDx5EkfH0regMzIyeOCBByo1HmEbypWAqKny8/P5/vvveeGFF6Q7mRDVXGxsLJs3byYxMdHyXHJyMgUFBezfv5/mzZtbMTohbs3FixfxL3IHpfjC0awobL+wn5iM89zTfhhGvZFzm4/T6YEwK0cqagKTySQJCGE1iqIwe/Zsbr/9du64444qe1+DwcCiRYuYOnXqNVsiCutr06YNp0+fpl27dtYOpdrIzMzk7Nmz3H333dYORVQCT09Ppkx5m9TUSZw/vwKTOY16dVsQGHg3bm4NrR1elTtz5gyn8k+xzbgN8/+fVxtNRnb/vZvuYd1lSO5rcHJyIiwsjLCwMBITE/nrr79Yvnw5t912G2FhYbfcclr8a9WqVSQnJ7Nhwwb++uuvEsuio6MJDg5m/vz5jBo1iubNm/PJJ5+wcOFCXnjhBYKCgvj4449p2rRppcUXExNDrVq1aNTo3+HbQkNDuXjxIhkZGZa5H8xmMxkZGXTu3LnURNnCPkkC4hoUReHTTz9l8uTJ0oVMiGrOaDQSFRVFUlKS5Tm9Xk9ubi5NmjRh69athIWF0bBhzTvJFvZBp9Phqof4nIscunSSpLwUguu345Fud6NSqchWcinKLrB2mKKGMJvN0rpYWM3q1auJjY3l008/LXO9/7bovZWu5ZevG4YOHVqpF/Xi1vXs2ZPt27dfNQGh1+vR6/WWxzWp1XdZLrdklQZ59q1u3XbUrfuqtcOwKqPRyLmUc2wz/Zt8MOvMZG7KxG+AH8e0xzgUe4iQViFWjtS2NWzYkIceegitVsuOHTtYsGABjRs3ZsiQIQQGBlo7vGpvypQpJcbi/6/o6OgSj/v27Uvfvn0rOyyg+Brgp59+KjUHVq1atZgwYQKHDh3i4MGDFBUV4e7uzrhx4647HJSwH5KAuIa1a9fSpk0bWrZsae1QhBC36NKlS2RkZKAoClB8oyA5OZmgoCBUKhUeHh5s3LiRqVOnWjlSIW6MoiicPXuWzZs3E38yjuZuQXQP7MCdbQaUuFGQV5CPf8sgK0YqahIZgklYi9ls5rPPPuORRx657tjF/50474knnmD69Ok39b4///wzzZs3p3v37jf1elF1mjZtyjfffHPVZUuWLGHx4sVVG5CNMRgMJCQkkJubi7OzMwaDAUdHR0msiRohKyuLRCXRknxQTAoZGzPw7uONk48TngZPVkevlgREObm6ujJo0CAGDRrE2bNn+e2338jLyyMiIoIePXpIYxU7tHPnTrp06XLVOR1cXFzo3bs3vXv3tkJkwhZIAuIqYmNjOXHiBHPmzLF2KEKICqDT6UpMfpSZmYmXl5elpaOjoyOZmZnWCk+IG6IoCmfOnGH37t2cP3+eli1bMmzYMBJbxNM8oTYOqpI3fo0mI+kpafR4fLCVIhY1jQzBJKwlMjKStLQ0xo4de911t2/fXiJJcbO9H3bs2EFubq4MT1NNqFQqgoKCSEpKokGDBiWWTZs2rUSrUo1GUypRZc9SUlI4e/YsdevWolatY+Tnp/LNN8e5884xKIoiPSCE3TObzeTqc+H/74srZoXaPWrjUq94Th+VWkV6YboVI6y+WrZsScuWLdFoNPzzzz+88sortGvXjkGDBuHn52ft8EQF0Ol0bNq0iVdeecXaoQgbJQmI/ygsLGTZsmXMnTtXTrKEsBPe3t6WCY/0ej0ajYbGjRtblut0OukOKmza5aTDrl27iI+Pp1WrVtx+++1MmTLFcqyqXbs2x7OjqJfhjperOwA5BXmcSzhP17F9cfJzK+sthKgwMgSTsJaNGzcycODAcg2f6uHhcd1eEtcTExPDrl27pNFSNdOzZ08iIyNLJSBuZRiu6q6goIC4uDiaNtVyMXkpimLmxAk9LVoqFBZ9x65dyfTt+7i1wxSiUnl7e2PMN4J38WO1k9qSfAAoyCqgWYBMrHwrPDw8uOOOOxg1ahRHjx5l2bJlKIrCgAED6Ny5szRgqcZ+//13Ro4cKZO0i2uSBMQVFEXh888/57777sPT09Pa4QhRKWpiCyY/Pz+CgoJIS0sjJSWFevXqWT4DRVHIz89n8GBpHS5si6IonD59mt27d1uSDv369aNp06ZXrcN16tSh553hnD18ipgjSRjz9fj4+9LvnjF4BvlYoQSippIEhLCWgwcP8sADD1TJe6WkpPDDDz/w3HPPyf5ezXTo0IE1a9Zw1113WTsUm3Hu3DkaNvTmYvIXKIoZg0EhOlrPPfe44+jowpHDy+nadQTu7o2vvzEhqilXV1dC6ocQlxKHa+2Sk02bjCYuXLjA/IfnWyk6+6JSqejcuTOdO3cmKyuLTZs28dtvv9GtWzf69+9/1SF8hO3KzMzk7Nmz0htUlEkSEFf4+++/adiw4VUnJROiOsvJyeHIkSPExsai1WpxdHTktttuo23bttYOrUqoVCoGDhzIsWPHcHBwwNW1+IRSp9ORk5PDhAkTqFOnjpWjFKL4xu3l4ZXi4+Np3bo1ERERNGnSpFyJQ3d3d7qEhkCojE0rrMdkMknrJ2EVSUlJVXI812g0LF68mBkzZpSrt4WwLY6Ojri7u5OdnY2PjyToAfLz8/HwiEf5/7HvD+zXERLigqNj8bmHl1dtzp79ji5dXrRmmEJUuoieEZz88yS7zu/Cp64Pagc1mhwNCQkJPDrkUZr4NLF2iHbH19eXe+65B5PJxIEDB1i8eDHu7u4MHjyY1q1b17jGk9XRjz/+yH333SfflSiTJCD+34ULFzhw4ADPPfectUMR4ppiYmJ4++23OXHiBE5OToSGhjJ37lx8fX2v+Zr09HS2b99OQUEBbm5uuLm5YTabWb16NWfPnmXUqFFVWIKqoygKmZmZaDQa3NzccHd3x2g0MnnyZA4cOEBBQQENGjRgxIgRNGzY0NrhihrsctJh165dXLhw4YaTDkLYGukBIawlOjq60t/DaDTy4YcfMmnSJAICAir9/UTl6N69OwcOHGDQoEHWDsUmKIqCVvvv2PbJl0z07PXv0DMmswm9IdkaoQlRpRwcHJgxegYRFyL4JeoX0grTaOXfijeGv0Gj2o2sHZ5dc3BwoFevXvTq1YtLly7x119/8eOPP9KnTx/Cw8Nxc5PhZG1RXFwcKpWKZs1keDJRNklAAFqtli+//JJZs2bJmHPCZmm1WqZOncr48eNZsmQJBQUFzJkzh+eff57PP//8qq9RFIXDhw+j0+lKtEZVq9U0atSIgwcP0rVr11Jj4FZ3WVlZREVFYTAYSE1NJTs7m7NnzzJs2DBuv/12br/9dmuHKGo4s9lsGV7pctKhf//+knQQdsFsNsv5lLBLiqLwxRdf0K9fP1q2bGntcMQt6NatGx9//LEkIP5fQEAAubn/zn+hmMHB4d/hSvPyMvH1aWqt8ISoch0bd6Rj447WDqPGql+/PlOmTEGv17N7927eeecd6taty7Bhw2jUSBJBtkJRFH744QeeeOIJa4ciqgFJQABLly5l3Lhx0gVX2LTk5GTatGnD448/joODA87Oztx99908++yz13xNZmYmhYWF17yh2aBBA/755x8mTZpUWWFXuYKCAiIjI1Gr1Rw6dAiz2UxhYSE6nY6NGzfi4eFBRESEtcMUNdDlpMOuXbtISEigTZs2DBgwgMaNG0vSQdgNk8lEQUEBtWrVqpFzDgn7tnr1aurWrUufPn2sHYq4RZd7xup0OlxcXK7/AjvXpEkTduyoj4sr/HcEvfPn0vDzKyAo6B7rBCeEqLGcnZ3p168f/fr14/z586xbt4709HTCw8Pp06ePDPlpZXv37qVNmzZljsghxGU1PgGxbds2vL296dy5s7VDEaJMzZo1Y+nSpSWe27hxI+3bt7/ma7KysjCbzZbHWq2W/fv3U7t2bQICAvDx8SE7O7vSYraGU6dO4eHhwZ9//omiKDg6OnLhwgXq16+Pp6cnK1euJDg4uMYmHPV6PXq93vJYo9FYMRr7ZzabiYmJYffu3SQmJtK6dWsGDhwoSQdhdxRF4eTJk6Scv0jCoVhyHC6RfyiFNhFdaNZRWoqL6m/fvn0kJSXx+OOPWzsUUUG6dOlCdHQ0vXr1snYoVufs7EyvXgPYuvUsmoIt6PXOXLqUR1rqJbxq53Bb37dxc5MhS4UQ1tO0aVMeffRRCgsL2bZtG6+++iotWrRgyJAh1K1b19rh1TgGg4F169bx8ssvWzsUUU3U6ATExYsX2bFjBy+88IK1QxHihiiKwqJFi9i6dSvff//9NdcbP348I0aMoEePHgC4urrSt29fcnJySE9P5+zZs5jNZr7++ms6dOhAu3bt8PDwqKpiVIr09HRiYmKoXbs2Li4uJCUl0aBBA/z9/cnIyMBsNtfoMX+XLFnC4sWLrR2GXftv0qFNmzYMGjSIRo0aSdJB2JzLSepbHTIpKioKxzQjjeJqEV/kTF13b1qY63H6u30U9c2h/cjuFRGuEFYRFxfH33//zdy5c+V33I60bduWr7/+mvT0dDw8POjYsSP+/v7WDstqPDw8GDlyNsnJQ9gf+Rbe3rVo3y6Uhg0nSPJBCGEzatWqxbBhwxg6dCinTp3ixx9/RKvVMmDAALp27SrzkFWRP//8k8GDB0svQlFuNTYBodfr+fzzz5kxY4b8QIlqRaPR8Nxzz3HixAm+//57Wrdufc11d+7cycGDB8nLy7M8p1Kp8PHxwcfHB5PJxMMPP4zZbOb48eN89tlnFBQUEBQURIcOHWjfvj1eXl5VUawKk5aWhrOzMyaTCYCcnBzat2+PSqXC39+flJQUUlJSrByl9UybNo0pU6ZYHms0GsLDw60YkX24nHTYtWsXiYmJtG3blsGDB8sYpcJmZWdnczr6JEXncqDIhNkRmoe1o0nHFje8rZycHAx5WrxjVaCAWTGjVqlQqVS0CGzKsfWHaNGrHS4B7hVfECEqWUZGBsuWLWPu3Lky1IMdiY6OJjo6mrTUNE7tTSY/u5B/Vh2gz8AuDB05sEYnmgIDO+Ln15Z+t79o7VCEEOKaVCoV7dq1o127duTm5vLPP/+wevVqOnXqxMCBA2vsiAdVIScnh6NHjzJv3jxrhyKqkRqbgFi2bBmjRo2q0a1cRPWTkJDAQw89RGBgIL/++ut1x9rz9PSkV69ebNu2jcLCQhwdi6u80WgkKSmJHj160LBhcYumxo0bM3z4cBRF4eLFixw/fpwvv/ySvLw86tevT4cOHejQoQPe3t6VXcxbkp+fX+qi8fJjtVqNXq9Hp9NZIzSb4OzsjLOz8/VXFNdlNps5deoUu3fvJikpiTZt2jBkyBBJOgibl56ezuntR2ma64uLkzc4Fe/P59eeJvPMJbrd1feGtnfhwgV8C2uBUgSAWVFQX/E77OPny4XNJ2k1QXpBiOqlqKiIDz/8kMcee6za9xAV/7p06RLR0dHoMh0oTHHk1MVzuCieAKw4sQUKXBk24TYrRymEEKK8ateuzZgxYxg9ejSHDx/miy++wNHRkcGDB1saI4qK89NPPzFhwgT5XMUNqZEJiD179uDk5ET37nIhLKqP3NxcJk2aRK9evViwYEG5h8vw9/dn0KBBHD58mLNnz1JYWIiLiwt33XXXVXtPqFQqGjRoQIMGDRgyZAiKonDp0iWOHz/OsmXLyMnJoW7dupaERHknHCosLCQuLo68vDxUKhXOzs60aNGiQhMaZrMZDw8PoqOj0ev1FBUVlejhlJWVhYeHh3QTFDfNZDJZkg4XL16UpIOodhRFISb6JK01dVA7/nscUavVNA9swrHDJ8npnoF3o/I30NDr9bgVqUnIu0RUygnSCjLpWredZbmzkxNFmfkVWg4hKpvJZOLDDz/knnvuITAw0NrhiAp06NAhXBxqcWBrHK6KN0XqLFxMxQkINyd3flu2mbCB3VG7WjlQIYQQN0StVtO1a1e6du1Keno6mzZtYuXKlfTs2ZN+/frh7i69cW/VhQsX0Gq1ZY7EIcTV2H0CIiMjg9TUVMxmM76+vqjVajZu3MiLL0qXUlG9rFq1iuTkZDZs2MBff/1VYll0dHSZr/Xy8uK2227jtttuvDWXSqUiMDCQwMBAy7wJqampHD9+nO+++47s7Gz8/f1p3749HTp0ICAgoNQ2srOzOX78OC4uLly4cIGCggLLBNht2rSx9MK4EWazmUuXLhEbG0tcXBxJSUmW5319fbl06RKNGzfGzc2NoqIisrKycHR0xMXFRW4k1HCZmZmkpKRY9pX69euXmdC7nHTYtWsXycnJtG3blqFDh0rSQVRLWVlZeGmcUKuuvs8H+Pnz9w9raTm0Cx4eHjRs2LDMpG1KSgoHDhzg9OGTNHGuR+/AztT3KHkcyNPk06BDswothxAVKSsri0uXLmE2m/Hx8SEwMJBvvvmGnj170r59e2uHJypYXl4eyWfyUcwKjtTCqLpoWaZSqTDo9RzddoEuQxpYMUrryMrK4uLFi+Tn55OUlERgYOAtzxEkhBDWEBAQwH333YfRaCQyMpIPPvgAb29vhg4dSvPmza/6Gp1OR1xcHJmZmXh4eNCqVasan7S48hypdu3afPfdd0ybNs3aYYlqyG4TEAaDgejoaBwdHdHpdBQVFXH+/Hk2bdrEzJkzZQxXUe1MmTKlxNj91lS3bl3q1q1L//79geLhPI4fP87KlSvJyMjAx8fHModEnTp1OHz4MElJSWRkZODn54erqyuXLl3i6NGjJCQkcP/995c5LNDlXhhXJhsURaF+/fq0aNGCAQMGEBQUhIODAwkJCZw9e5aoqCiysrLIz8/H0dERf39/DAYDOp2Obt26VdVHJWzI5eOCh4Mb/kXuUGgi68Il4o6fpUvvriXmO/lv0qFdu3YMHz78ppJlQtgSrVaLq/Lv761GV8D3h9cwtsMQMvOyKHDQ4eXigW+iI4WqXPbFJdKsXYsS+75Go2HXrl3s37+f2rVrExYWRsugpjQ651Fi6CUAnUGHNreQoH6tqqyMQpSX0WgkOjoaB1xQ8tzQF5pJO3uJn8/9io9fbfr162ftEEUlUKlUFOXpi/9HhY+x9Nw3mmxDVYd1w7Kysrj77rt5/fXX6dmzJwA//PAD3377Lenp6QQEBPDAAw8wceLE627rcl1wcdGjUp3F1TWbS5fWcvZsIF27hlO7du3KLo4QQlQKR0dHQkNDCQ0NJSkpib/++ovly5fTt29f+vbta2loc+7cOXbu3EmuPpfDOYdJy0ujtkNtJvafyNC+Q61ciqpnMpksDV31ej1arZbdu3ejKIrcTxU3xW4TEMeOHcPZ2ZlTp06hKAoAhw8fJigoiMjISJo2bSqtOYSoIAEBAfTr189yoZ6VlcXx48dZtWoVSUlJ5OXl4efnZ2lJq1KpqFu3Lr6+vhw+fJgjR45YhkRTFIWUlBRiY2OJjY21JBvq1atHixYt6N+/vyXZcDUNGzYkJSXFUsdVKhVms5n8/HwyMjJ48MEHZUKqGurYsWM0dAjA6UShZaz6ANyobXIkas0uwsYP4PTp0+zevVuSDsJu1apVi3QlHT/cAPBwcefOdgP5cv/PNK3fiCHd+pGdkI76ohYPwB1PzuecwjXClbi4OHbu3InRaCQ0NJQ5c+ZYLtouBV7iWE4U/pec8XR1R1EUMvOzSU5Opu8Dg3D0lbFMhO05fvw4rkZfEg4XgLkQgMSMCyQlZ9DArwUmk+ma5xui+mrWrBlnDqRYHqv495rQaDLgVcsH74Ba1git3A4ePMjcuXNJSEiwPLdlyxY+/PBDvv76azp06MDRo0eZOHEiLVq0oFevXmVu7/jx4/j4pFNQuJq8XAMODgU4Ox/E0+sgu3bFMXjwdMtcckIIUV01aNCAqVOnotPp2LlzJ2+88QYNGzakT58+7Nu3j1h9LD+d/gmzYra8ZufynbxgeIFpETWr1f/x48cBOHv2LIqiYDabiYqKIjQ0lA0bNjB27FhJRIgbYpdnEQUFBRQVFZGQkGBJPiQnJ2M0GmncuDHp6emcPHmSDh06WDlSIeyTr6+vZcinEydO8Ndff2E2mzl9+jS5ubm0bduWoKAgHB0d8fPzY+XKlZw4cYLExETMZrMl2RAREUGDBg1u6OJfpVLRvXt3AgMD8fDwIDY2Fo1GQ+vWrZkxY4ZMPF9DFRYWYiow4HS+EJR/nzcrZs5lJbIndh8bDm2hW48QRowYQYMGNW/YBVEz+Pj4EO91DmO+CUd18W9rXU9/Ipr3JtepkE82fMPdrYcAxQnh8zlJ7Dl6mFW71hExsD9Tp069ahK3fv36eI2N4Myhk5yLTsBcYKBuw3oMm9YPt7qeVVpGIcqjqKiIgtwick6qwVx8YMjSpHLswl4GdZlAzsUsYo7F0b6L9N6xN506deLooRMkHs/BQfXv5bDZbEJnKKJtw260CwsETNYLsgy///47H330EbNnz2bmzJmW5yMiItiyZQseHh4YjUays7NRqVQlenhejVarpagoHZV6NShmDAYFJ6fi3mxOjuDkdIC4uAO0bt27UsslhBBVxcXFhQEDBjBgwABiY2P56quvyMjOYL9pP+ZaZriyQ28teGvVWwzvPhxvlbe1Qq5SOp2OnJwckpOTLfdUY2NjadKkCS4uLmRnZ3PixAm6dOli3UBFtWKXCYjs7GyKioosFUWn03H69GnL+Pe1a9cmMjJSEhBCVIHLk17XqVOHxo0bk5qayuHDhzlz5gyKouDs7Ex+fj633347DRs2rJCWhldOpC0EFB8XvAtcLMmHQoOW347/RZomk5b+TRjaOpwidxNh99S87rWi5unQvRNHsw7QOM8HD5da6I0GnFydaOXbhLrm2qw9uw1PZ3cyC7Np7B1E/2a9yHHXMXDUqDK36+7uTnDf7tC3exWVRIibl5OTgyHH2ZJ80Bu17D61ngGdx+Po4IS3ly/RO85IAsIOubq6cs/EcRjyf2PvhpMoZgVUKlycatGpaR+GP9wdL383NBqNtUO9qrCwMEaOHImjo2OJBASAh4cH586dY8SIEZhMJqZMmUK7du3K3N7FixdRq8/C/7f4NRiwJCAAfH3dOHt2tSQgahC9Xo9er7c8ttW6IERFaNGiBZ07d2Zz4mYcTzrSLKUZ+W75pHunA/8/N5DOwM8nf+bh9g9bOdqqkZOTQ2FhoeWeqsFg4OLFi9x+++1A8RyjBw4ckASEuCF2mYBQqVQlDpKOjo707t3bcmNTURQ5iApRRQICAsjJySEgIACVSoW/vz89evSgdu3aqNVq4uPjycrKokmTJtYOVdigq41vHBMTw5tvvsnRo0dxc3Nj5MiRzJ49u8yhAdRqNYZ8HVDcTdTZwZFBLcOo61HcI6ZIr+V83sVrvl4Ie+Lj40O3EX04HX2ScyfPYdDoSExJooFzAPV8m9DKpzGXNOnU8wiwzOmQmXfOylELUbFUKhUFuVrAAwAHtRP9O43Dzbl4sknFrFBUYPvzAIib4+HhwaOzJzF6fAaHt51Dm69Qv4E/7cIC8fJ3s3Z4ZQoICChzecOGDTly5AgxMTE89thj+Pr68vDD175pNmbMGJ6eFUJYaHFPCX9/B/r0+XcIKkVR0OnTKyZ4US0sWbKExYsXWzsMIapUljGLjNoZZHhl4GwsPT9lckGyFaKyDpVKRX5+vuWxg4MDvXv3RvX/1wVms5mCggJrhSeqKbucBMHf35/c3FzLYwcHB1xd/x17OD09nYyMjBJZfXuh1+v5+OOP7a5s9lqumqB+/fo4ODiQmpqKoig4ODjg4+ODSqUiOzubS5cu0alTp6u+1p6/d3suW0U5ePAgd999d4nxjbOyspg8eTJ9+vRh//79/Pzzz2zbto1vv/22zG35+fmRlpdpeeyodrQkHwAupadSP6h+xRcC+/qu7aksYH/luREeHh5069uDiGkjGTxrLI2bNaaWY/F8DiqVikDPOpbkQ36RBi/vypmAtCZ/B1eSz6HqXP6MPT09yS3ItjzvoHaglouH5XFaViqBgZVzXKho9rj/VFWZ6jf2Z+ikHtz5RE96jW5u88mH8nBycsLJyYmOHTvywAMPsHbt2jLX3759O4H1W1oeOziocHf/9zZBalougfWDKjxOe9xvwT7KNW3aNA4ePGj52759u7VDErfAHvbJm3Ej5W7YsCFeqv8frk4Feqd/X6OYFdTuahp5N6qsUG2Or69viUbbarW6xD3VzMxM6tev2nOkmrof3whb/4zsMgHh4uJCy5YtycrKKrWssLCQ5ORk1q5da7Nfyq3Q6/UsXrzY7spmr+WqCVxcXAgLCyMjI4P4+HiSk5O5dOkS8fHxpKamotPpGDJkyFVfa8/fuz2XrSL8/vvvPPPMM6WGFvjjjz9o0qQJ06ZNw8nJiQYNGvD1118zdGjZQyc5Ozvj27Y+yZkppZZpigpIu3iJJgMrZ1g+e/qu7aksYH/luRXt+nfldEKcpav1ZUaTkdj4c7QfGlIp7yvfQTH5HKrO5c9YURRadg4iLav0caFQW8DFhGTCRly9gYStscf9xx7LVNm++eYbnnrqqRLP6fV6atcuO4Hs7e1N06YDSL6UX2pZYaGB5Ivn6dTpwYoM1RKbPX7H9lAuZ2dnPDw8SvyJ6sse9smbcSPl7tKlC519OqNWSt4iVRQFU4EJr2ZejGk5prJCtTmOjo506NCB9PTSvd+0Wi0XLlxgwIABVRpTTd2Pb4Stf0Z2mYAA6N27N4GBgZw8eZLs7GxycnI4e/Ysx48fZ+zYsRQWFlo7RCFqjNDQUDp27EhaWhoajYb8/HwyMzNJS0tjypQp+Pr6WjtEYWPCwsL4+++/GTZsWInnjx49SqtWrXj55ZcJDQ1lwIABrFmzhnr16pW5PY1GQ9OOLdDUUzh44jCXslJJzcngeOwpTh49QZ+JA3Hyq/6tHkX56fV6S8sejUZT44dmDGrTmKa3t+PQiSMkpieTnpfJ+UsXOHLiGF1G96F2Qz9rhyhEhQvp3YW6LV05fuoIGTmpZOdlcOZcDMePnuSu/w2idkCt629ECBsREhLC5s2bWb9+PWazmYMHD7J8+XImTJhw3dd27hyOe61QDh+JIzVVQ2ZmITGnEzl+IppBg+bg7t64CkoghBDW4e7uzgNjH2Bs87EoBcVJB5PGhFlnxru9N28Mf4MGnjVrfsnu3bvTuHFjTpw4QWZmJrm5ucTFxXH06FEmTJiAn59cG4gbY5dzQEDx8AFjxoyhT58+bN26ldzcXLp27UpYWBhOTk7WDk+IGkWtVjNu3DjCwsLYtm0bOTk5dOnShdDQUHx8fKwdnrBB1xrfODc3l82bN/PKK6/w0ksvERcXxyOPPIKzszMPPnjt1nnh4eGW/+u4+vLYoAdo26gVLbq2oV54Cxx9Xa/5WmGfrhzf+Mr9oyZrNTSYJt1bc27TcYoy8gls3IReA4ZJck7YLZVKxbB7wulxWy671x8lP0tLp26t6T6otV0MxSNqlg4dOvDRRx+xaNEiXnzxRYKCgnjhhRdKNea4GpVKxW23Tadz52EcO7aMwqIUWrcKo3XrSbi5NayC6IUQwrr8/Px4Z/o7TIyfyK9HfyXTlEmrRq0Y23psjUs+QPFxYfTo0fTu3ZutW7eSk5ND586d6du3r9zDETfFrhIQl4cNuLIVo4eHByNHjiyx3pUtHu2NvZatost1eTv/HWrCXlytLtgCT0/Pa9bHq7HX/Rlsp2zVrS44OzvTsWNHxo4dC0CbNm2YOHEiGzZsuGoC4nK51q9fj7u7e4ntODsXTy6mxQiV+D3YynddEeypLPfddx/Dhg1j2LBhrF+/HoBhw4ZVm7pwo8p9XHCFBqPaWR7qMKGT+lHpbOlzqG7HhRt1uVwFBQWWsrp6OdD/nuAr1jLZxHdRXra0/1QUWyhTdagLp0+fLvE4IiKCiIiIcr32ascFB4e6dOky1/LYZKq878AWvuPKYI/lqg514VbY6rVzRbHHfbI8brbczQOaM6f/nDK3VZPqgru7OyNGjCixnjX2pZq6H9+IqvyMbqYu2FUC4vIs7OVtyWjPLR7ttWwVXa6CggI8PT0rdJu24Ebrgq2zl3Jcja2UrbrUhebNmxMZGVniObPZfM0D3+W6UJ7Wf5XNVr7rimBPZYGS+0d1qQs3ytaPC7YaV1Wzpc/BXuuC0WgEbOO4UNFsaf+pKLZQJnutC7ZyXLD2+1cWeyyX1IXqzd7Ldy2VUW6pC9Zjy7HZiqr8jG6kLqgUO0rdmc1m0tLScHd3R6VSWTscYcMURaGgoIA6deqgVtvfVChSF0R5VYe60Lp1a5YvX07Pnj2Ji4tj9OjRPPnkk/zvf/8jNjaWhx56iKlTp/LAAw+Ueq3UBVFe1aEu3AqpC6K8pC4IUUzqghDFpC4IUUzqghDFbqYu2FUCQgghhP25MgEBcOTIEd555x3OnDmDq6srEyZM4NFHH5WTJCGEEEIIIYQQQggbIwkIIYQQQgghhBBCCCGEEEJUOPvrMySEEEIIIYQQQgghhBBCCKuTBIQQQgghhBBCCCGEEEIIISqc3SQgYmJimDJlCj169CA0NJRnn32WrKysq647depUOnbsSHBwsOVvx44dluVffvklt912G126dOH+++/n3LlzVVWMqypv2aZOnVqiTMHBwbRu3ZqXX34ZKJ5QJjg4mC5dupRYp7CwsKqLZLF3717GjRtH165dCQ0N5bXXXkOr1V513e3btzNy5Ei6dOnC0KFD2bp1a4nltva9ifK5kX1g1apVDBkyhODgYO6++24OHDhQxdHeOJPJxP3338/cuXOvuc719m1RvWRlZTFw4EAiIyMtz61bt46hQ4fStWtXBg8ezE8//WTFCMunrGPPkSNHGDduHMHBwURERPDLL79YOdrrK6s8Gzdu5I477qBr165ERESwePFizGazlSO2bzdy3lYTlOdYIW7e1X6XY2JimDRpEsHBwfTp04c333wTo9FoxShvjL0ca8D+jjei/Oztt2/9+vW0a9euxLX27NmzrR2WqEFq4rVnecp8vXuAwnZc7fzmv2ry93kj11A2V9cVO1BUVKSEhoYqH374oaLT6ZSsrCzloYceUqZNm3bV9Xv27KlERkZeddmqVauUvn37KmfOnFG0Wq3y5ptvKsOHD1fMZnNlFuGabrRsV/rll1+U8PBwJTU1VVEURTl9+rTSvn17RafTVXbY5ZKZmal07NhR+e233xSTyaSkpqYqI0aMUD788MNS654/f17p2LGj8vfffysGg0FZt26d0qlTJyUlJUVRFNv73kT53Mg+sHnzZqVDhw7Kli1bFKPRqGzcuFHp3LmzEhcXZ4XIy2/RokVKmzZtlDlz5lx1+fX2bVG9REVFKQMGDFBatWql7Nu3T1GU4t/ezp07K9HR0YqiKMrBgweV9u3bKwcOHLBipGUr69iTk5Oj9OjRQ/n+++8Vg8Gg7NmzRwkODlaOHDli7bCvqazyHDt2TOnUqZOyZcsWxWQyKbGxsUq/fv2Ur776ytph261bObexV9c7Voibd7Xf5czMTKVnz57K559/ruj1eiUxMVEZNGiQsnTpUitHWz72cqxRFPs73ogbY2+/fW+99ZYyd+5ca4charCaeO1Znt+Rsu4BCttxtfObq6mp3+eNXEPZYl23ix4QycnJtGnThscffxxnZ2d8fHyu2To6MTGR3Nxc2rVrd9Vt/fzzz9x77720bNkSFxcXZs2aRXJycpnZt8p0I2W70rlz53jttddYuHAhderUAeDYsWO0bt0aZ2fnqgj9unx9fdmzZw9jxoxBpVKRk5ODTqfD19e31Lq///47ISEhDBgwAEdHR4YNG0b37t1ZuXIlYHvfmyifG9kH1q5dy4gRI+jXrx8ODg4MGjSIkJAQfvvtNytEXj579+5l06ZNDBo06JrrXG/fFtXH77//zjPPPMPMmTNLPB8fH4/RaMRsNqMoCiqVCgcHB5v5Lb6aso49mzZtwtvbm/vuuw9HR0d69+7NyJEj+eGHH6wd9jWVVZ6LFy9yzz330K9fP9RqNc2bN2fgwIHVoodVdXWz5zb2qjzHCnFzrvW7/Mcff9CkSROmTZuGk5MTDRo04Ouvv2bo0KFWirT87OlYA/Z3vBHlZ4+/fceOHaNDhw7WDkPUUDXx2rM8Zb7ePUBhG651fvNfNfn7vJFrKFus63aRgGjWrBlLly7FwcHB8tzGjRtp3759qXWPHTuGu7s7M2fOpFevXowYMYJff/3Vsjw2NpZWrVpZHjs5OdGkSRNiYmIqtxDXcCNlu9L8+fMZPXo0ISEhlueOHTuGTqfjrrvuolevXtx3330cOnSo0mIvDw8PDwDCw8MZOXIkAQEBjBkzptR6//1eAFq0aGH5XmztexPlV959wGQyUatWrRLPqdVqmx1qKzMzkxdeeIH33nsPNze3a653vX1bVB9hYWH8/fffDBs2rNTzXbp0YcKECbRv35577rmHGTNm0KlTJytFen1lHXvOnj1b7fbZssozePBgnnvuOcvzWq2Wbdu2Xfc4K27ezZ7b2KPyHivEzbnW7/LRo0dp1aoVL7/8MqGhoQwYMIA1a9ZQr149K0VafvZ0rAH7O96I8rHH3z6z2cyJEyfYtm0b/fr147bbbuOll14iNzfX2qGJGqAmXnuWt8zXuwcobMO1zm/+qyZ/nzdyDWWLdd0uEhBXUhSFDz74gK1bt/LCCy+UWq7X6+nSpQszZ85k586dzJ07lwULFrBhwwYACgoKSv14ubq6WnWehMuuV7bLoqKiOHLkCE888USJ511dXenUqROffvop27ZtIyIiggcffJDExMTKDv26Nm3axI4dO1Cr1Tz55JOlll/ve7Hl702Uz/X2gcGDB/PHH3+wf/9+jEYjmzdvZu/eveh0OitEWzaz2czs2bOZMmUKbdq0KXNd2XftR0BAAI6OjqWe1+v1NGjQgGXLlnHkyBGWLFnCxx9/zK5du6wQ5Y3777Gnuu+zZR1LNRoNjz/+OK6urkyePNk6AdYw5T23sUc3cqwQN+dav8u5ubmsWrWKTp06sW3bNhYvXszKlStZtmyZFaK8MfZ6rAH7O96Iq7PX376srCzatWvH4MGDWb9+PStWrCA+Pl7mgBCVriZee95Ima93D1DYhmud3/yXfJ/FrncNZYt1/frfbjWi0Wh47rnnOHHiBN9//z2tW7cutc7o0aMZPXq05XFYWBijR49mw4YNDB06FDc3t1IT4Gq1Wtzd3Ss7/DKVp2yXrVy5kqFDhxIQEFDi+f9OyvPggw+yatUqtm/fzsSJEysl7vJydXXF1dWV2bNnM27cOHJzc6ldu7Zl+fW+F1v93kT5XW8fGD58OFlZWZaWROHh4YwYMYKioiIrRn11S5YswdnZmfvvv/+668q+a/8+/vhjnJ2d6dOnDwC33347w4cPZ+XKlYSFhVk5urJd7djj5uZGfn5+ifWqyz5b1rH03LlzPPnkk/j5+bF8+XJL7yxReW7k3MYe3cixQlQsZ2dnOnbsyNixYwFo06YNEydOZMOGDTz44INWju7mVOdjDdjf8UZcm73+9vn7+5cYHszNzY3Zs2czfvx4NBqNnFeISlMTrz1vpMzXuwcoqhf5Pst3DWWLdd1uekAkJCRw1113odFo+PXXX695Efvrr7+Wyozp9XpcXFwAaNmyJWfPnrUsMxgMxMfHl+q6UpXKWzYAo9HIP//8w6hRo0ot++CDDzh58mSJ564se1U7dOgQQ4YMQa/Xl4jHycmpVKauVatWJb4XKO5S1LJlS8A2vzdxfTeyD6Snp9O3b182btzIvn37ePvtt4mLi7PJcVZXr17N/v37CQkJISQkhLVr17J27doSQ6Jddr19W1R/ycnJGAyGEs85Ojri5ORkpYjK51rHnuq6z5Z1LN2+fTvjxo2jb9++fPXVVyWSn6Jy3Mi5jb26kWOFqFjNmzcvce4BWOZOqK6q67EG7O94I8pmr799MTExLFy4sMTviF6vR61W2/xcLKJ6q4nXnjdS5uvdAxTVS03/Pst7DWWTdd1Kk19XqJycHOX2229X5s6dq5hMpjLXXbZsmdK7d2/lxIkTislkUrZu3ap06tRJOXDggKIoivLzzz8rffv2VU6dOqVotVrlzTffVAYOHKjo9fqqKEopN1I2RVGU48ePK+3atVO0Wm2pZY888ohy7733KmlpaYpOp1M+/vhjpVevXkp2dnYlRH59Go1GCQ8PV9544w1Fp9MpSUlJytixY5V58+aVWjc2Nlbp2LGjsm7dOssM7h07dlTOnTunKIrtfW+ifG5kH1i3bp0SFhamJCUlKVqtVlm2bJkSEhKiZGRkVH3gN2jOnDnKnDlzrrrsevu2qJ5atWql7Nu3T1GU4t+nTp06KTt27FDMZrMSGRmpBAcHK1u2bLFylNdW1rEnKytLCQkJUZYtW6bo9Xpl7969SnBwsLJ3714rRXt9ZZUnOjpaad++vfLLL79YKbqa50bPbWqKso4V4tZd+bscGxurdOjQQfniiy8Uo9GoxMTEKH379lW+/fZbK0d5Y6r7sUZR7O94I26cvfz2Xbp0SenSpYvyxRdfKAaDQbl48aIyfvx45fnnn7d2aKKGqYnXnmWV+Xr3AIXtufL85r9q8vd5I9dQtljX7WIIplWrVpGcnMyGDRv466+/SiyLjo4mODiY+fPnM2rUKCZNmkRhYSFPPPEEmZmZNGzYkLffftuSKR07diz5+fk8/vjjZGVl0bFjR5YsWWK11kM3UjYonhG+du3aV83+vfnmm7z99tvccccdFBUV0bFjR5YtW4a3t3dVFKUUd3d3li5dyhtvvEFoaCienp6MHDmSxx9/HKBE2Zo3b84nn3zCwoULeeGFFwgKCuLjjz+madOmgO19b6J8bmQfGDZsGOfOnePuu++msLCQ9u3b8+233+Ln52flUty4G9m3RfU3btw4tFotr7/+Ounp6QQGBvLKK6/Qr18/a4d2Tdc79nz99dcsWLCAjz76CF9fX1588UV69eplpWivr6zy9OzZE6PRyIIFC1iwYIHl+W7durF06dKqDrVGuN7+JURla968Od9//z3vvPMOX3zxBa6urkyYMKFaDwlTHY81YH/HG1Fz1atXjyVLlvD+++/z2Wef4eLiwvDhw2UOCGF1NfHa80buAQrbJ99nsRu5P2yLdV2lKNW4r7EQQgghhBBCCCGEEEIIIWyS3cwBIYQQQgghhBBCCCGEEEII2yEJCCGEEEIIIYQQQgghhBBCVDhJQAghhBBCCCGEEEIIIYQQosJJAkIIIYQQQgghhBBCCCGEEBVOEhBCCCGEEEIIIYQQQgghhKhwkoAQQgghhBBCCCGEEEIIIUSFkwSEEEIIIYQQQgghhBBCCCEqnCQghBBCCCGEEEIIIYQQQghR4SQBIYQQQgghhBBCCCGEEEKICicJCCGEEEIIIYQQQgghhBBCVDhJQAghhBBCCCGEEEIIIYQQosJJAkIIIYQQQgghhBBCCCGEEBVOEhBCCCGEEEIIIYQQQgghhKhwkoAQQgghhBBCCCGEEEIIIUSFkwSEEEIIIYQQQgghhBBCCCEqnCQghBBCCCGEEEIIIYQQQghR4SQBIYQQQgghhBBCCCGEEEKICicJCCGEEEIIIYQQQgghhBBCVDhJQFSy5ORk5s2bR0REBF26dKFHjx48+OCD7N6929qhlenjjz/m/vvvt3YYwo5ERESwatWqUs+vWrWKiIgIK0R09Zh27NhBcHAw77//vlViEuKy+++/n48//tjq2xDiaqzx2z137lzmzp1bYdu7kXOdst77448/pn379hw8eLDUsmsd+67mRtYV4rJbqYvXO0a0bt2ayMjI624nKSmJ1q1bk5SUdFNxCHEzrrZ//vbbb3Ts2JEff/zRJuK5LCoqiuDg4CqOSIhbryeRkZG0bt26ssITNUx5zyuswWw28+OPPzJ27FhCQkLo2bMnkyZNYu/evZZ1bvU+qS2XvypIAqISnTlzhlGjRqHX6/nyyy85ePAgmzZtYtSoUTz++ONs377d2iEKIa6wevVqpk+fznPPPcfTTz9t7XCEEEJUE0ajkaeffprs7GxrhyKEEDXSF198weuvv85HH33Evffea+1wSggJCSE6OtraYQhh0/VECGtRFIXp06fz008/MXfuXPbt28fOnTsZMWIEjzzyCP/884+1Q7QLkoCoRC+//DKhoaG8+eabNG/eHAcHB7y9vbnjjjuYN28eBoPhqq2WrmyNpNFoePHFFxk0aBBdunShb9++fP7555Z1IyIiWLJkCaNHjyY4OJjRo0ezb98+y/KTJ08yYcIEgoODueOOO/jss88s7/fII48QHBxs+evQoQOtW7cmISEBgIKCAl588UXCwsLo2bMnH3zwgWW7Wq2Wd955h/DwcLp3787999/P0aNHLcv/m9mzZit3Ub2cPn2ahx56iB49enDbbbfxyiuvkJ+fDxTvRxMmTOD111+nV69e9O7dmxdeeAGDwQCAyWRi0aJFhIaG0qdPH+bNm8c999xTrhalX331FfPnz+ejjz5i/Pjxluezs7N56aWXLPVg2rRpxMfHA/+2+Pvll1+IiIigW7duTJkyhZSUFMvr161bx+DBgwkJCeHBBx/kpZdeqtAWvML+XW+/NxqNfPjhh4SHh9O1a1fuu+8+YmJiLK+/cOEC//vf/+jevTv9+/fnr7/+sizLyMjgmWeeITQ0lLCwMF5++WU0Go1leVRUFPfddx8hISFERESwaNEi9Ho9UNwC5Mknn+SZZ54hJCSE2267jffee6+KPhVha7Zs2cI999xD79696dy5MxMnTiQ+Pp7c3Fzat2/PqVOnANDpdHTq1Il3333X8tonn3ySDz/8EEVR+OKLLxg5ciQhISF0796dWbNmodVqLetmZmby5JNP0rNnT8LCwvj+++8ty+Li4pg2bRq33347nTp1YtiwYWzduhX49/f6rbfeonv37syfP79E/OV577IEBwfj7+/P3LlzURTlqusoisLy5cstx4R7772X48ePl1jnxIkT3HPPPXTt2pXhw4ezf//+a8Z/tVZY0ouiZktISOCRRx6hZ8+e9OvXjw8++MDymw3wyy+/0L9/f4KDg5kzZw5FRUWWZQaDgTfffJOePXvSq1cvli5dWmLbZdWvy/7880+GDh1Kly5dmDx5MqmpqZVbYCEo/m19/fXX+fbbb1m+fDn9+vWzLDt06BAPPPAAYWFhdOzYkTFjxnD48GGguGV3eHg4s2bNIiQkhC+++OK6195ZWVk888wzdO/enZ49ezJz5kxyc3Mty3fv3s0dd9xBcHAwY8eO5cyZM5b3klbkwprKqicXL17kqaeeonfv3oSGhjJr1izS0tJKvP6LL74gPDyc2267jXfffbfEsWXdunWMHDmSbt26MWbMGHbt2lVl5RL2Q6/X8/bbbzN06FCCg4Pp3bs3r732muW8Wq/X8+GHH9K/f3969OjBQw89xIULFyyvb926NStXrmTw4MF07tyZRx55hOPHj3PPPfcQHBzMXXfdVWL9K/3111/s2LGDJUuWEBISgqOjI87OzowbN47p06cTFxdnWbes+6Spqak89dRTRERE0LlzZ/r378+vv/5a4r127drF0KFD6dmzJ08++STp6emWZb/++itjxoyhZ8+eBAcHM23aNLKysoDrX3trtVrmzZtHjx49CA8PZ9GiRURERNhUjwtJQFSSlJQUoqOjueeee666/M4772TAgAHX3c7ChQtJSkri119/JTo6mhdffJEPPvigRMX57bff+PDDD9mzZw9t2rThlVdeAYqTF1OnTqVXr15ERkbyzjvv8PPPP1te9/nnnxMdHU10dDTbtm2jUaNG/O9//6NRo0ZAcfKie/fu7Ny5kw8//JAlS5ZYWm688sor7Nq1i+XLl7N7924GDBjA5MmTSU5OvtmPTNQA8+fPJyQkpMTflTeBsrOzeeCBB2jRogU7duzgt99+4/z58zz77LOWdQ4dOoSfnx87d+5kyZIlrF+/nk2bNgHFSYQ1a9bw7bffsm3bNry8vK7b2khRFN5++23effddli5dSnh4eInlTz75JAkJCfz+++9s376dZs2aMXny5BI3abdt28Yff/zBxo0bycjI4NNPPwUgOjqaOXPmMGfOHPbt21fuZIgQ/1XWfv/ZZ5+xdu1avvrqKw4cOECPHj2YNm0aJpMJKL4YnjVrFpGRkYwZM4bnnnsOg8GA2WzmscceQ61Ws3HjRv7880/S0tJ4+eWXATh37hxTpkxh0KBB7Nmzh2XLlrFlyxbeeecdS1ybNm0iLCyMyMhIXnvtNb788kvLhb2oOVJSUpgxYwYPP/wwe/fuZdu2bSiKwieffELt2rXp0aMHO3bsAGD//v2oVCr27NkDFF9M7Nq1i0GDBrFhwwaWL1/Oxx9/TFRUFCtWrGDXrl38+eeflve6/Fu6b98+Zs2axeuvv265yTl9+nRatWrF33//TVRUFGFhYZZzossKCgrYvXs3M2fOLPF8ed67LE5OTixatIiDBw/y1VdfXXWdH3/8kWXLlvHhhx+yd+9exowZw5QpU8jIyLCss2vXLt555x32799PcHAwL730UrniF6KwsJDJkyfTsmVLduzYwY8//siePXssjZr27t3Lq6++yuuvv86BAwfo3Lkzx44ds7z+008/Zdu2bfz6669s2bLFcuP0svLUrxMnTvDzzz+zfft2cnNz+eSTTyq93KJmMxgMzJo1i19++YUVK1bQsWNHyzKtVsujjz7K4MGD2bFjB5GRkTRq1KjEeUxKSgrNmjVj79693Hvvvde99p4xYwYajYZNmzbxzz//kJeXV+JaZv/+/Xz11Vfs3bsXHx8f3n777ar7MIS4hrLqicFg4H//+x8ODg5s2rSJDRs2AMWNVY1Go2W9M2fOsH79er777js2bdrEl19+CcD27duZN28eL7/8Mvv372f69OlMnz6ds2fPVm0hRbX37bffsnPnTr799luio6P59NNPWbFihaWB9QcffMC2bdv45ptv2LlzJ507d+Z///sfOp3Oso0///yTlStX8vfff3Pw4EEee+wxFixYwO7du3F2di6RUL7Sli1b6Nq1K4GBgaWWTZ06lYcfftjyuKz7pC+++CJOTk6sW7eOQ4cOMXHiRF577TUKCgosr9++fTtLly7ln3/+wWAw8MwzzwBw9OhRXn/9dV555RUiIyPZsGED8fHxLF++3PLasq6933jjDY4dO8bq1atZv349ycnJXLx48Sa/jcohCYhKcrkFdL169SzP7d2713LTNTg4mMGDB193O9OnT2fRokV4eHiQkpKCi4sLQImM9NixY2ncuDFubm6MHDnS0jp7y5YtODg4MH36dJydnWndujVTp04t9R46nY5HH32UFi1alLjR27JlS+644w5UKhW9evXC39+fhIQEdDoda9euZdasWTRu3BhnZ2cmTZpEs2bNWLt27U19XqJmmDdvHlFRUSX+5s2bZ1n+zz//4OTkxDPPPIOrqysBAQG89NJLbNmyxZIZdnV15ZFHHsHJyYlOnTrRunVrzp8/DxRnjB9++GFatGiBs7MzTz31FAEBAWXGtHjxYnbt2kVQUBArV64ssSwxMZH9+/fz0ksvERAQgKurK8888wxGo7HEEGoPPfQQXl5e+Pv7ExERYamDv/32G4MGDSIiIgJHR0cGDhxYrsSjEP9V1n7/+++/M3XqVFq0aIGDgwOPPvqopTU5wLBhw2jfvj1qtZphw4ZRWFhIZmYmx48f58SJE8ybNw8PDw98fHyYM2cO69atIzs7mz///JPWrVszadIknJ2dady4seXixWw2A9CkSRNGjx6Ng4MD4eHhBAQEWPZ/UXP4+vqybt06IiIi0Gg0pKSk4OPjY0kMDBgwwJKA2LVrF3fffTenT58mKyuLffv24ePjQ9u2bbntttv49ddfadKkCVlZWWRnZ+Pt7V2iFfXlHm4qlYrhw4ejKAqJiYkALFmyhOnTp6MoChcvXsTLy6tUC+zRo0fj7OyMl5dXiefL897X07BhQ15//XUWLVp01eT3Dz/8wLRp02jTpg1OTk6MHTuW5s2bs2bNGss6d999N40aNcLR0ZEhQ4ZYyna9+IXYtm0ber2ep59+GhcXF+rXr8+MGTP44YcfAFizZg2DBg2id+/eODo6cu+999KuXTvL61evXs2DDz5Iw4YNqVWrFi+++CIqlcqyvDz165FHHsHT05PatWvTt29fS69qISrLSy+9ZLlG/m8jHycnJ1auXMm9996LXq/n4sWLV/1dHzt2LE5OTnh4eJR57X3x4kX279/PnDlz8PHxwcPDg7feeotHH33Usq0pU6bg7++Pq6srAwYMkDogbEJZ9SQqKorExETmz5+Pp6cnXl5ezJ8/n5iYGEsvTZVKxcsvv4y7uzuNGzdm6tSplnOX77//ngkTJtC9e3ccHBzo168fERERrFixosrLKaq38ePH88033xAQEEBaWhparRZ3d3dSU1NRFIUVK1bw9NNP07BhQ1xcXHj88ccxGAxs27bNso2JEyfi7e1NnTp1aNmyJYMGDaJ58+bUqlWLXr16XfOGfFZWFv7+/uWK81r3SQFef/115s2bh5OTE8nJybi7u6PVakv0lHvyyScJCgrCw8ODZ599ln379pGamkqrVq1Yu3YtnTp1Ijc3l7S0NHx9fUscs6517W0wGFizZg0zZ86kfv36uLu78/LLL+Pg4HAT30TlcbR2APbq8k3P1NRUmjZtCkDv3r2JiooCiofUWLx48XW3k5mZyYIFCzh58iQNGjSgQ4cOAJabP0CJiuLo6Gi56ZSSkkJgYCBq9b95poYNG5bYvtlsZvbs2ZjNZt59990SFxre3t4l1nV2dsZkMpGbm4vBYKBBgwYlljdo0EAmnxO3JDMzk8DAwBI/lJf3s8sHCz8/vxL7qZOTk2Wfv3TpEkFBQZZlDg4OV81iX6lBgwZ8+umnJCQkMGHCBNq2bcvkyZMBLK1Sr6w3Dg4O1K9fn4sXL9K5c2fg2nXw0qVLJS7uL2/rytauQpRHWft9enp6if3c2dmZLl26WB5f+Vvu5OQEFA/blJSUhMlkKtXrx9nZmcTERDIzM0sdMxo0aIBWqyUzMxOgVILPycmpxPFJ1AxOTk6sXbuWFStWoFKpaNWqFRqNBkfH4tPMAQMG8Oabb5Kfn8/OnTt544032L9/P/v27SMyMpJBgwYBxT3SPvjgA7Zu3Yqvry9t27bFYDCUGNLoyv3Z2dkZwNLbJyYmhscee4z09HSaN2+Or69vqeGQ6tSpc9UylOe9y2PIkCFERkYyc+ZM/vjjjxLLLl68yNtvv83ChQstzxmNRsu53X/L5+TkZCnb9eIX4uLFi2RlZdG9e3fLc4qiYDAYyMzMJDU1lfbt25d4zZW/8WlpadSvX9/y2MvLi9q1a1sel6d+XW//FaKide7cmXfeeYc9e/bw6KOP0rZtW8sxxcHBgcjISB566CEKCwtp0aJFifP0y678XS3r2vtyY6grrzUCAgJKnAtJHRC2qKx6kpmZaUmoXebh4YG3tzcXL17E398fLy+vEg0f6tevb7kpejkx99NPP1mWm0wmevXqVUWlE/aiqKiIV199lQMHDlCvXj3atWuHoiiYzWaysrIoLCxkxowZJe5vGgyGEkmFK3+DHRwcSpzHqNXqa57X16lT55rJCY1Gg4ODA25ubqXeA/69TwrFDVjfeecd4uPjadKkCY0bNwZK3r+98j7q5Wv41NRUfHx8WL58OX/++Se1atWidevWaDSaEjFf69o7JyeHoqKiEsenyw0MbYkkICpJUFAQHTt25Jdffinzx1etVpcYPw8oMYHhjBkziIiI4KuvvsLR0ZHs7OwSwyiVJTAwkOTkZBRFsdy4+u8QSW+88QanTp1i5cqVlhYe1+Pv74+LiwuJiYk0b97c8nxCQoJlnge1Wm0Zn/y/ZRLiWoKCgkhOTsZkMlmSEJezyQEBAZw7d67M11/e5y9TFIVLly6V+Zo777wTT09P2rdvz0svvcS8efNo1aoVffr0sfyAJyQk0LJlS6D4hCo5Ofm6PSuuLM+VkpOTLTfNhKgI9evXL7GfGwwG3n333av2eLtSvXr1cHV1JTIy0lLf9Ho9iYmJNG7cmKCgIMswT5clJCTg7Oxc4mRO1Ax//PEHaWlpli7IRqMRV1dXoHj4ou+//56ffvrJcqL92muvWYZwqVu3Lm3atGHVqlVkZGTQsWNHwsLC2LNnDzt37mTRokVA8bCTycnJbNmyxXIhPHLkyHLFl5qayowZM1i8eLHlXGTjxo2l9uErE3lXupX3/q/nnnuOw4cPl5oPol69ejz55JMMHz7c8lxCQkKpC5myXBn/f8+1Ll+ACPt2rbpYr149GjVqVGKeH41GQ2ZmJr6+vtSrV69Uj5qUlBTL+c1/lxcWFlrm4Cpv/RKiqk2YMAFnZ2duv/12Hn74YebMmUPjxo1p3bo1R44c4bXXXmPFihWWRMLXX39t6UF62ZW/q2Vde19O0CUnJ9OkSRMAYmNjWbt2LU899VTlF1aIm1RWPQkKCiI7OxuNRmM5/8nPzyc7O5uAgAAURUGj0VBYWEitWrWA4pusl6+T69Wrx+jRo0sMUZOcnGw5RxSivF588UVq167Nrl27cHFxwWw2WxpV+Pj44OLiwtdff12iod25c+eoW7eu5fG1zvOvp1+/fsyaNYuUlJQSo9hA8dwL27dvtwxPdi0Gg4Fp06bx9NNPc++996JSqTh+/HiJns5Q3OCjTZs2AJbzrgYNGvDNN9+we/du/vzzT0sD10ceeaRc8fv5+eHq6kpycjLNmjUDis/jbO0+rAzBVIneeOMNdu7cyUsvvcT58+ctP95//PEHH3/8MXXq1KF58+ZkZGSwb98+FEVh9erVJSY4yc/Px9XVFQcHB7Kysnj99dcBSlxwXktERASKovD555+j1+s5d+5ciXGJv/zyS9avX8+XX36Jr69vuculVqu56667eP/997lw4QJ6vZ5vv/2W2NhYy0V18+bN2bhxI0ajkYSEhFITrwhxNZdbYi9cuBCtVkt6ejoLFiygV69eJbK513L33XdbLiz0ej2ffPJJqQm0yjJu3DhGjx7NzJkzSUxMpE6dOoSHh/P666+Tnp6OVqtl4cKFmEymEhN3lbW9v//+m507d2Iymdi+fbtcrIsKN2bMGL766ivOnz+P0WhkyZIlbN68+botHjp16kTjxo156623KCgoQKvV8sYbbzB58mRMJhPDhw8nLi6Ob7/9Fr1eT0JCAu+//z4jR46UJFoNVFhYyPfff09aWhoajYaNGzdabujk5+ejVqtxdXVFURR27NjBH3/8UeJcZeDAgXz22Wf06tULBwcHQkNDWbt2LWaz2XIhodFocHFxwcHBAZ1Ox9dff82ZM2fKdc5TUFCAyWSytE6KjY21jD//34YeV3Mr7/1fzs7OLFq0iP3795dIQo8fP57PPvvMcp63c+dOhg8fzoEDB274PaD4XOv06dOcPXsWo9HI0qVLKSwsvKltierjWnWxX79+FBQUsHTpUvR6PXl5ecyZM4eZM2eiUqm466672Lx5M1u3bsVoNPL7779z5MgRy3bHjRvH0qVLiYuLQ6fT8dZbb1la9N1q/RKiKsyYMYMuXbrw+OOPk5OTU+LYBHD48GGWL19e5j5b1rV33bp1CQ0N5Z133iEvLw+NRsO7775bKrEnhC37bz3p2LEjLVq0YN68eeTn55Ofn88rr7xCo0aN6Nq1K1DcAO+tt96isLCQuLg4vvrqK8tcp+PHj2f58uUcPXoUgGPHjjFmzBgZmltcU1ZWFikpKSX+jEaj5VxcrVaj0Wh455130Gg0GAwG1Go1Y8eO5b333iMlJQWz2czvv//OiBEjrjmx9I0YOHAgPXv25OGHH+bQoUOYzWY0Gg3ffPMNP/zwA88888x1kxsGgwGtVourqysqlYrk5GTeffddy7LLPv74Y1JTU8nNzeWtt95i0KBB+Pr6WnqPOzk5YTQaWb16NTt37izXtcjlz+fytouKinjzzTdtrheeJCAq0eUxvC6P3d2tWzfCw8P5+eefmTp1KsuXL6djx448+uijzJ07lx49erBv374Sc0O8+eabrF+/nq5duzJmzBjq1q1Lu3btSk0MdzW1atXi008/5Z9//qFHjx48/fTThIaGWobgeO+99ygqKmL8+PEEBwdb/v6bobuaZ599lrCwMCZPnkzPnj3ZsGEDX331lWW4qXnz5nHixAl69OjBU089xdixY2/yUxQ1iaenJ8uWLePMmTOEh4czYsQIgoKC+PDDD8v1+kmTJhEREcE999zD7bffTk5ODvXq1bPs8+Uxb948AgMDeeyxxygoKOCdd96hYcOG3HnnnfTp04fTp0/z7bfflqvFaseOHZk/fz6vvPIK3bt354cffqB37943FI8Q1zN16lRGjhzJgw8+SM+ePYmKiuLLL7+87n7m6OjIkiVLyMjIYNCgQYSFhZGQkMCyZctwcXGhQYMGLF26lI0bN9KnTx/uvfdeQkNDLZNUi5pl3LhxhIeHM2rUKPr27YuTkxOzZ88GsPw+Dh8+nF69evHZZ58xadIkSzIYiodhys7OJjQ0FIBu3bqhUqkYMGCA5YT+qaeeQqvV0qdPHyIiIjh8+DB33HFHuc55mjVrxrPPPsvs2bPp1q0bM2bM4K677sLJyalcr7+V976axo0b89prr5V4bvLkyYwePZrHHnuM4OBgFixYwMsvv0z//v1v6j0GDBjAyJEjmTx5Mn379iU7O5tu3brd1LZE9XGtuujh4cE333xDZGQkt912GwMGDECtVvPZZ58BxXXunXfe4a233iIkJISNGzda6iMUz2c1atQoJk6cSFhYGJ6enpZznVutX0JUBbVazXvvvYfRaOSpp56id+/e3Hvvvdx33310796d+fPnc//995OVlXXN4VCvd+29cOFCPDw8GDp01hht4wABAABJREFUKP3798fX17fEJNRC2Lr/1hOVSsWSJUswGo0MHjyYfv36YTAYWLZsmWUoTW9vb7y9vQkPD+fBBx9k/Pjx3HfffUDx0JNPP/00zz//PF27dmXGjBlMnjyZ+++/35rFFDbsqaeeIjw8vMTfhQsXePHFF4mJiaFHjx4MGTIEjUZD3759Lb+/c+bMoXPnztx7772EhITwzTff8NFHH5Ua8vpmqFQqPv30U4YMGcLLL79M9+7d6d+/P9u3b+fLL78s1zyetWrV4o033uCTTz4hODiYBx54gNDQUPz9/UucK/Xt25fx48czaNAg/P39WbBgAQD/+9//qF+/Pv369aNv376sWbOGe++9t9znWbNmzaJZs2YMGzaMwYMHU69ePdRqtU3de1IpNzq4rag2srOzOXfuXImL0e+++45169bJpEDCLh05coSgoCBLlzVFUejVqxfvv/9+iYvsqnL+/HnMZnOJocqmT59Os2bNmDlzZpXHI4QQQgghhBBCCCHsx4EDB2jdurVlvhaNRkO3bt3YuHGjZdhAa5MeEHbMZDIxadIktm/fDkBSUhI//vhjuYaOEaI6+vPPP3n22WfJz8/HaDSybNkygBLjBFal2NhYJk2aZJnHIjIykp07d5aa9FcIIYQQQgghhBBCiBv19ddfs2DBArRaLTqdjo8++oimTZvaTPIBpAeE3du8eTMffvghSUlJeHl5ceedd/LEE09YutMJYU80Gg2vvvoqO3bsQK/X0759e+bMmWMZp9waPvvsM1auXElubi5BQUFMmzbtpic2FUIIIYQQQgghhBDistTUVObPn8/BgwcxmUx069aNF154gUaNGlk7NAtJQAghhBBCCCGEEEIIIYQQosLJEExCCCGEEEIIIYQQQgghhKhwkoAQQgghhBBCCCGEEEIIIUSFs6uJAMxmM2lpabi7u6NSqawdjrBhiqJQUFBAnTp1UKvtLw8ndUGUl9QFIYpJXRCimNQFIYpJXRCimNQFIYpJXRCi2M3UBbtKQKSlpREeHm7tMEQ1sn37durVq2ftMCqc1AVxo6QuCFFM6oIQxaQuCFFM6oIQxaQuCFFM6oIQxW6kLthVAsLd3R0o/gA8PDysHE0xjUZDeHi4TcVUlpoS7+XXXd5n7I0t1oXrqW77nq260c9R6kLFsNf9tyaVS+rC1VXXfUDivvUYpC5UDFv4TiubvZZR6kLls9d9pzJZ4zOrqXWhpu+fNb38UPozqKl1oSrYw/5W3ctwI/HfTF2wqwTE5S5CHh4eNvdl22JMZbHVeHNzczlz5gxFRUUEBARQt25d4NrxKopSZtcxe+1W9t+6oCgKGRkZpKSkYDab8fX1JTAwEAcHBytHWpqt7nvVzY1+jjWlLlQ2e91/7aFcWq2Ws2fPkpmZiaOjI2az+arlkrpwddV1H5C4S9NqtcTGxpKdnY2npyctW7a86sWD1IWr0+l0JCYmkpeXh4uLCw0bNsTLy+u6r6uu++KNqI5lNBgMaLVaXFxccHZ2vuo6NakupKenc/78eYxGI/Xr16dRo0ZVcr1QHfcda7PGZ1aT6sKVbGH/VBSF9PR0kpKSMJlM1KlThwYNGkj9rCL//Qxqal2oCvawv9lSGRRFIS0tjdjYWMxmM40bN6ZBgwZlDpt0I/HfSF2wqwSEsF+KorB7925ijp8lO9GAodCEysVM7UBHDAZDiXWNRiPHjx/n4P7DXDiRgb7QROvWrRl1XwR+9a9/gWhvDAYDhw4dwtXJA1NuLfQFRmLPpXLaLZYefbqV66JZCCGqs5iYGPbt24daB6qkIgoy8uji2ZJDOw9w29B+1g5PiCpz5swZDh06hBsuqJN1JGdpOKzaQ8eB3eh2W09rh2fzkpKSiI+Pp149d2rVOkZ+fgq7dhnw8+tJjx4D7PaGhD3S6XTs2bOHuLjDZGdHYjBkUb9+I0aMeIaAgDbWDq/KGY1Gtm/fjiY9F9cMoMBIiiqO6EBX+g0fgI+Pj7VDFKLGMhgM7NmzBweDCs8cJxwLjSQcP8Up7xP06R8m1/NCiKvS6/Vs2rSJnEuZOKeYMBcaiXU4Sq0WvgwfO7LKkySSgBDVwrFjx4jafpILBzUoimJ5PvW0gr9bQzQaDR4eHhiNRtavX0/MoQTO789FMRevu/3cAfb+fYTpL06hY99G1iqGVRw7dgx36nAhMh/Mmv9/1gmj2YuNKTsZc/8Qm+wJIYQQFSEtLY3du3fjleeMZs9FUMAFGNbsNg4s3kSA0ZO2I0OsHaYQlS49PZ3o6Gj8te5o9iRjMhfXBRccOPjpP7jlqmk3sru1w7RZeXl5JCYm0rSplqSLX6IoZgB8/SD5UhR7956lT5/HrBylKA+9Xs+aNWvIzNxLRuYK+P/vMj7+CO9/sI6pDy6kefP7rBxl1dq3bx/6+Dxcj2qg+OPAHTAm5LMxfTVjp0/E0VFuHQhhDVFRUdTWuKA+lg+KDoDaOFDrosKO9E0MffBOuZ4XooYwmUycOXOGM2fOYDQacXR0pFWrVrRq1arU78DWrVspOJOJQ3Q2pv+/jeoK6M4l80faSu59ZkqVTqZuf9O22xhnZ2eeeOKJa3bptTW2GK/ZbCb6wNFSyYdiKro1HcjhgycAOHXqFKlJ6SWSDwCuTm7ojXq+/3A9eRlFVRi9dRUUFKAvMHHhUD6YS352jmpHChIdOX38nJWiK8kW973qSD5H67DXz90eynXo0CG8nNwtyYcrebt6snPZXxiztNYJrhqorvuAxF3akSNH8HWrjWZPsuUG42X+7j7s/2Gr1IUyxMXF0bixL0kXv7MkHy6rV8+DI0eXUViYUOp11XVfvBHVrYwnT55Eo7lUIvkA4OSkwsnRzOo1cykqSrRihFWrqKiI1Phk1EfzS/02OKocMR/PI+7I6Up57+q279gC+cyqji181gUFBRRlaf4/+VBymZODIy7n9MQfj6uU97aF8lubfAZVxx4+68oug8lkYvPmzZw5c4baTh54XATHY4Uc/m03G39fj8lksqybn59PWsIlzNHZpX871A7kRiaRcPJ8lcYvCYhK5uzszPTp06tNJbLFeAsKCkg4lWlJPiiKQq75InnmS2jMaZgci9j19wESExM5ePAgGQlazGZzqe24OrmRlp3IyV3JVV0Eq8nJyUGf42hJPmj1hWTlp1qWe3v6cnjnWWuFV4It7nvVkXyO1mGvn7s9lCszMxPTeY3lxCvDnGtZplapKdQXkbfvopWis33VdR+QuEvLzc3FHF+A0WjiUm4aB9NOkpSbgsFkQK1SozPpyd2XVOHvay+KiorQ6Q5akg+JiUbM/39+pVKp8PTw5Ny570u9rrruizeiupXxzJkzGAyHLcmHK9s3OTurSEvVkZT0k3WCu4qYmBimTJlCjx49CA0N5dlnnyUrK+uq6/70008MHjyY4OBgBg8ezA8//HDd7efk5KBc1FqSDxpjETGaC5bl3q6exG07XiFl+a/qtu/YAvnMqo4tfNZZWVk4ZyiW89hCg5bUwkzLch/32iTsiqmU97aF8lubfAZVxx4+68ouQ0xMDDqdDvdsNTl/xFJ0NANDfB5u8SbS/jjNod92WdZNS0vDFF9AkUlHmjGHOH0yuaYCy3J3JzfObj5SpfFLP0ph81QqFUX5ei7ny8yYKFQy8VIHYlZMGJRCMrKK2Lx5M0eOHCE7pZBCx+IWfE6KG16mhpZtmcxGctILrVEMq1CpVBTkaoFaAOQUZHApOx5fz+LJu02KiYJcQxlbEEKI6k2tVmPKL/6dK1J0nDen4q+uXWIdU7bOGqEJUaVUKhWXEi5y9MIRHBzVnHNOx5Bn4HxWIk28G+CscsCcrbd2mDZLURR0ugzL461btHTq5EyX4OKLNKPJhE5fcxq5VGdGoxG9Ph0Ak0nN+fNNadHi3xbECqApsI0eEFqtlqlTpzJ+/HiWLFlCQUEBc+bM4fnnn+fzzz8vse7mzZt5//33+fLLL+ncuTOHDx/m4Ycfxt/fn8GDB1/zPdRqNSaNHqNJTUpeOsfy4zinpKAqNNHIOxAHBwccCkzXfL0QovKoVCpMGh3FA6dAoiaFxPwU6jbyA8BkNoPGaMUIhRBV5ezZs3g7e5KzJ9bSaEBRFLSKHq1az9qVqzmZc47UnHSysrLIjE/F3eCMp7oW7mpXjujiuK1WJwDMihklv2p/O6QHhLB5Hh4eePm4W1qcKRhxUrnhrvLHU10XZ4MPfbsNZMqUKYSGhtK+WTf8jK3wM7YqkXwAUKsd8A6oZY1iWIW/vz85+ZnXXJ6WmUpQUP0qjEgIIapWUFAQBpf/H9/blEoTdV3LMqPZiK+bN87+Nee4IGouV1dXjlw6hXctL4wuoKjA3cUNb/faxGVfwGAwSF0og4+PD0VFrpbHzs4qTp4yoNUqmExmigqz8a7dxHoBinJzd3fH0bH45l1KSj38/EqeKzs4gKeHbcwZl5ycTJs2bXj88cdxdnbGx8eHu+++mwMHDpRaNzU1lYceeoguXbqgUqkIDg6mZ8+eV133Sn5+fhQqWqKSjpGizcTFxQUALXqiko8TlxZPsxbNK6V8Qoiy1alTh3zDv62WNYZCdKZ/Gwtk5GTSoHHDq71UCGFnDAYDutgcMBcnHrbmHmJzbhRRmhhSDdmoFAiu1ZLp06fzyiuv0KtpF3q6taWdS2MaO9WllsqFbFM+AIV6LS3btKzS+CUBIaqFEeMj0BT9H3t3HhdVvT9+/DUrA8MObqC4oriL+77mmlupWZa5tHjLpbplZXZvWnm7futWv67Z9WZlZes1zbRMywxzF3dRVEQEQQGBGZhh9jm/P0gUQXY4LJ/n48Ejz5zPnPPGxpkz5/35vN95ZTPcuFCQ11zF6XLidrsYPa0/AB06dMA/VI1CqSh0DIsjlyaBzekwMKT6ApeZVqulddcQ0jKvFdpntuRwLSmVAXd3kiEyQRCE6hEZGYkrRIvD7SRDyiFY4QvkzfrItpiIDO2AvldjmaMUhKrndrvRBnghIWHAjPbPhdB5JS4VSJKER3iAvEHWYK1atSIjoyHOPyeLKZXQv78He/dYuXjxGg0aWggJmS5vkEKp5N2g74zd4YHZrMff35C/z2R207KFJ6Gh98sX4C1atWrF2rVrCzSW3L59Ox07diw09sEHH+Txxx/P387IyODw4cN06lT8tb7VasWot+FWSfh4eqNQ5H2P0ml1+Op9uJSRTOiQtpX0Gwm1gd1ux2QyFfgR5KHVagnp0YZUQ96qLZMjF4srb+VujtWMNdtCi5Hi+7xQvJiYGB588EF69uzJwIEDef3117HbxarX2katVuev7M9wGvFWeTHSvxeDfLvSVd+GUFUwoapgPD090el0RAyPJNt2M4HZVtuM8/YrmG0W/D18aDaifbXGLxIQQq3QqXsE9z06DpPFiMlqwOV0kmM24HY5+cvzMwkOySunERERQUjzRrTo6Qu35CAsdjOeGk9mPDUW32BPmX4LefTqF0mjcB2nzhzHkJOJxWomNu4MZ06eY+pjY/CrRytCBEGof3x8fJh8/72kt3Lg7/Ii22YiM9eIxW5lSJs+tJrZE3WgruQDCUItl5ubS+fgcEyWvHqwSpeCbKuJ7Nwc2ga0QKlSkRt7veQD1VM6nY7evYeTmdGV8+evI+FGozGRmGjEZrvKgP4r8fQUs1Brg7CwMDp06E3qtf40aXIVhQLcbonsHBf+/hrGjftXjfx/KUkS77zzDrt27WLp0qXFjk1PT+exxx6jU6dOjB8/vtixgwYN4tPPPiNQ7UdGdiYWe14p28ycLFw2J12atCU+4VKxxxDqljVr1tCjR4/8nyFDhsgdUr0WObAHvt2bcO7yBdJNGWRbc4i7comMlDRGPD4BTVD9ur8hlI3b7WbevHmMHj2aQ4cOsWHDBvbs2cOHH34od2hCGbVs2RKzIu8zOs6aTBtdaP6+bKuJpj6NCnyv7TdiIBETupNhNpCVa8Rld2ByWFCr1Yx/Znq1fwcWPSCEWmP0tP70HtyFrz/ezNVrKQzsNYK+Y9oXSCioVCrGjh1Ly5axRDc/Rvypazis0L5dN+5+YAiBjX1k/A1KFhsby8qVK4mJiUGj0TBgwABefPFFAgMD88ekpaUxefJknnvuOe69994Sj6lQKBh3/xB6D+7Gpi9+JtMCkb070nNkeL1LxgiCUD8FBQXh9FGy8I3FZB+5itaqpFHzJvj0CRHJB6Fe8XJpaRLUCKVdQ7rbSLhnGN4eXigUCjJMWTizrNTe1n9Vz9fXl4kTn+P48Z5civ+MoCAVs2c35bff3DRpUvI1mVAzKBQKmjZtSsuWXYmIGENy8k7AwNChnejRYx56fXO5QyzEZDKxZMkSYmJiWL9+Pe3atbvj2OPHj/PUU0/Rs2dP3njjDdTq4r/yb9iwgRPf7cM3RUmouxGnTBfBdY0I/5bo1B643C4S98bSdUD3yv61hBpq3rx5zJkzJ3/bZDKJJISMFAoFfaYPo/OQHpx8/R9gUtJn5AAaDW4trmOFEhmNRtLT03G73X+ues3r/ePpeed7QbevetJqtbW6OXRd0bFjRxLOxmM8ewmD00SAOu/+Zo7NjNvhJCK0dYGV/UqlkiEPj6XnyP4k/BqDI8tChCaSFK0B/z5Ny3Ruu91eYNVMeVbGiQSEUKsENPKm65CWtLU0ZsSIoi+CVSoVHTt2LHJpck1WmiZzbreb5557jqysrDIfPzjEj4HjuxAQo2L41C6VHb4gCEKNdenSJRo3bkyLzm2gcxu5wxEEWTRq1IjUcxe54kwnwjOMbKsFH50eAJfbhY9Wj0ewXuYoawettiGdOt3N0CFTADh3bh3Hjh0jMjJS5siE0pAkiS+++IInnniCoKAgYJbcIRUrMTGRxx57jJCQEDZs2FBgYtLtNmzYwOuvv86iRYuYO3duqY7v5+eH2+IEtKiVKrw1nmAFnTqvF4TT7cLLWri8rVB3iZuNNZNXY188GnujlfSETq5d9zoE+QQEBDB79mxWrlzJ//3f/+FyuRgxYgSzZ8++43NuTzguWLCAhQsXVnGkQkk0Gg13T53Al0nr8DvgRaoxHQUKQvUNad+iDQ3va19kUlLfxI+OM/PK1kuSxCuvvILNZsvv+VQaa9asYdWqVRWKXyQghFrHYrEUm62trW5tMqdSqdBqtUyfPp3nn38+f8z7779P48aNadJENI4WBEEorZ9++omJEyfKHYYgyCoyMpKNZ+LIcVvwUd4svyhJEplmA4Na9ELfqzFWnDJGWTsYDAb8/f3zt++77z7eeOMNunTpUqBWv1AzRUdH06pVqz+TDzWb0Whk1qxZ9O3blxUrVqBU3rmC8vbt21m2bBkffPABgwYNKvU5AgMDUXlpkDKl/P4PBWKw5NCnQ+mPJwiCINQcbrcbnU7H3/72N6ZOncrly5dZsGAB7733Hk8//XSRz4mKisLb2zt/WyQkaw6NRkOGOodn/m8JmvMWJIMDTZAn+l6NS7UiSqFQMGTIEKKiohg1alSpz1sZK+NEDwih1snNza2TCYiSmswdOHCAH3/8kVdeeaXUx7y9eZjD4aj0uIXaRTSVE+obk8lEVlYWzZrVvHreglCdfH19Ce8SQWCTYDItRpxuJ1m5RgzmbHqFdqHtw31EKYdSysrKKpCA8PLyYvDgwfz888/yBSWUitPpZPPmzdxzzz1yh1IqGzduJCUlhW3bttGjRw8iIyPzfyAvsfjDDz8AsGrVKlwuF4sWLSow7u9//3ux51AqlfSdPJTUnOu4JXeBfUZLNgFaX5oOj6iaX1AQBEGoUr/88gvbt29nxowZaLVawsPDmT9/Pl999dUdn+Pt7V3gRyQgao7c3Fxyc3Np3CaUoHFtCJ7RHr/RLcp0DT948GD++OOP/JJcpaHVagu9LspKrIAQap26ugLiVpIk8e6777Jr1y7Wr19PRkYGL730Eu+99x56fenLI9yekXzooYdo3756O90LNUtlLJ0ThNpk586djBgxQu4wBKFGOH/+PI/99Qk0VgXx/+89+nceSFibFvj2DRXJhzLIysoqdD01YsQIli1bxuDBg/Hxqdk9x+qz7du3M3To0FrzXWLOnDkFZhze7tixY/l/3rJlS7nPEx4ZgWvWWPZ+9gvZjrzJKamGdML8Qhj4l7Hi/UEQagCXy4VSqcTtduN2u4tdESUIN1y9erVA7X4AtVqNRqORKSKhIg4ePEi/fv0qdAyNRkPHjh05duwY3btXX38n8Y4l1DoWiwUvL6+SB9ZSJpOJRYsWsWXLFtavX0/btm15/vnnmTlzJp06dSrTsaKiojhy5Ej+z6RJk6ooaqG2mDdvXoHXRFRUlNwhCUKlc7lcWK1WHA4H0dHR9O7dW+6QBEF2kiQRHx9P69atad6pNQHNG9Bt0QgCx4kmlmVlMBgICAgo8JhSqWT69Ol8/fXXMkUllMRkMnHgwAGGDRsmdyg1UsTdPZj1wdN07Zd3M2La3AcY+eYMfHqJ0q9CzbB//36mTZtG9+7dGTBgAK+99hpWq7XIsY8++iidO3cusBpo9+7d1Rxx5TIajfj6+uLl5UVubq7c4Qi1xMCBA0lPT+c///kPLpeLpKQkPvjgAyZMmCB3aEI57Nu3r8IJCICxY8dW+8pdsQJCqHXqagkmKLrJXEpKCocOHeLEiRO8//77QN4XqOXLl7N9+3bWrFlzx+PdvjRKZLkF0VROqMusViv7fv2DS3vP4jI7yJCy8W3kjcvlEnXZhXovISGBFi1aFFnjXSibGzeBbtexY0d+/vlnEhMTCQsLkyEyoTj/+9//mDp1qvg8KIY6UEdA91D4AwLHtZY7HEHIl5mZybx581i2bBmTJ0/m+vXrPPLII/z3v/9l0aJFhcafPn2ajz76qE5NQrnRf8hsNmM2m8tVAkWof9q0acOaNWt49913Wbt2LT4+PkycOJH58+fLHZpQRpmZmeh0ukqZkO3n54efn1+1XrOKBIRQ69TVEkx3ajIXEhLCqVOnCowdPnw4CxYs4N5775UjVEEQhBrHarWy4b31OI5m4KX2AFScyL1Cx9TmfPfeF0xZ9KBIvgn12oEDByplxpSQ19DxTjexZ86cydq1a1myZIlI9tQg165dIzU1la5du8odiiAI5RAYGMi+ffvw9vZGkiQMBgM2m43AwMBCY5OSkjAajXTo0EGGSKvOrf2HxAoIoSz69+9P//795Q5DqKDdu3czePDgSjvehAkT2LJlS7Ulo0QJJqHWqasJiJKazAmCIAh3Fh11ENuRdHRqDwBMbgsqhYoArS/ZB1M4ue+ozBEKgrxiY2Np166d3GHUCcUlFho2bEjz5s2Jjo6uxoiEknzxxRc89NBDcochCEIF3JjxP2TIECZMmECDBg2KnJB36tQp9Ho9zzzzDH379mX8+PFs2LChxOObTKYCP7fXzZfbjRUQer0es9ksdzj1gt1uL/S6EAS5HD16tFLvD4aFhWE0GjEajZV2zOKIFRBCrSNJUp1cOl1Sk7lb/fbbb1UcjSAIQu0hSRLno07ipbmZnI6zJxOuCQXA10NPzM6j9BzaV64QBUFW165do0GDBnXy+qm6SZJU4pgpU6bw+uuv061bN1H+sgY4e/Ys3t7eNG3aVO5QBEGoBDt27MBoNPLcc8+xaNEi1q5dW2C/3W6nW7duPPPMM4SHh3Pw4EEWLlyIXq9n7NixdzzukCFDCmwvWLCAhQsXVsnvUB4Gg4F27dqRm5srboRXkzVr1rBq1Sq5wxDqqfT0dM6cOYPJZMJgMFRJL9yxY8eybds27r///ko/9u1qxAqI2NhY5syZQ+/evRkwYADPP/88mZmZAGzfvp1JkybRvXt3hg8fzqpVq3C73TJHLAiCIAhCTeF2u3GYCs5Sy3KZCFLdrNHuyC66SWF1++mnn+jQoUOBVW6LFy8ucmxUVBQTJkygW7dujB07ll27dhXY/+GHHzJ48GC6devGzJkziY+Pr45fQaiF9u/fL8ovVRKTyVRi3W2dTseIESP48ccfqykq4U7cbjdff/01DzzwgNyh1ApOpxODwQAgZlgLNZZOp6NRo0YsXryYP/74o9Ds3cmTJ7N27Vo6dOiARqNh4MCBTJ48mW3bthV73KioKI4cOZL/M2/evKr8NcpMrICofvPmzSvwmoiKipI7JKGeOH36NHv27EFhk/BJURC/7ywBZk+2fbcVm81Waefp1q0bMTExOByOSjvmnciegLBarTz66KNERkayZ88etm7disFg4KWXXuL06dM8//zzPP3000RHR/Phhx+yceNG1q1bJ3fYggzcbjepqalYLBZycnLkDkcQBEGoIVQqFR6+BUvzqRTK/DIpbsmNzl8vR2iFnDp1ikmTJnHs2LH8nzfffLPQuISEBBYuXMhTTz1FdHQ0Cxcu5OmnnyY1NRWATZs28fnnn/PRRx9x8OBBOnbsyKJFi0o1O1uof06dOkWXLl3kDqNOuLUGd3GGDBnCsWPH8m/mCvL4448/6NatW5FNw4WCTp8+zU8btpBw6BwA21Zt4Pcfd9a4MjRC/XT06FHGjBlT4PVot9vRaDSFyjNv2LChULLBbrfj4eFR7Dm8vb0L/NS03mEiAVH9tFptodeFIFS1rKwsLly4QEO7D5YfE8k9kc7V9Gs0z/LHsSuVP77YUWnnUigUDBo0iN27d1faMe9E9gRESkoKERERzJ8/H61WS0BAANOnT+fw4cMkJydz//33M2zYMJRKJa1bt2bkyJEcPnxY7rCFanbhwgW+/OwbPn1vI0kXr/L+Pz7j+w1bsVprxoxWQRAEQV5dR/cm21b0cvRsq4ke42tG47VTp07RqVOnEsdt2rSJnj17ctddd6FWqxk3bhy9evXim2++AeDbb79lxowZhIeH4+HhwbPPPktKSgoHDx6s6l9BqGWysrLQ6/WiFFAlycrKIiAgoMRxSqWSGTNm8OWXX1ZDVEJRbDYbv/zyC+PHj5c7lBrv9OnTxO87g+m3JFIuJAGQdeYqmT9dZPvHm0VyW5Bdu3btsFqt/Otf/8Jut5OcnMzKlSuZOnVqoUSByWTitdde48yZM7jdbn7//Xe2bt3K9OnTZYq+cuTm5qLX69Hr9aIJtSDUYTExMQR6+mPalwJuuGq7ThOPYBQKBXqNJ4k7z5J7LbvSzjdkyBB+//33Kv+slz0B0apVK9auXVugJu327dvp2LEjo0ePZsmSJfmPW61Wfv/9dzp27FjsMWt68yChbOLj4/lpw+/E/JJFVrwbl02BMQH2/O8CH//7a5xOZ4nHEM2DBEEQ6rYu/SNpNKQNWdZs3FJeqUa3202mxUjzUR1p16P4a4fq4Ha7iYmJ4ffff2fYsGEMHjyYv/3tb0U2/oqLi6Nt27YFHmvTpg2xsbFF7tdoNLRo0SJ//52Ia6T65+DBg/Tp0+eO+8U1UtncmIFaGu3atcPhcHDp0qWqDUoo0pYtWxg7dqxIvpXA6XRy9uhpTm0/zIXrl1Gq8m4RpOVmciwphuQ/zpN0VryGBXnp9XrWrl3LhQsXGDBgADNnzqR///689NJLAERGRvLDDz8AMGvWLB566CEWLFhAZGQkb731FitXrqRnz55y/gqVQqFQiBUQglDH5eTkoEiygBuyHNkcMp6hrT4sf79apSJ9b0Klnc/Dw4P27dtz8uTJSjtmUWpUE2pJknj33XfZtWsX69evL7DPZDLx1FNPodPpmD17drHHqenNg4TSkySJ/X8c4uopOwrpRuO/vJIaGqWW2H3XiBl6jq69ir+xJJoHCYIg1G0qlYqJT97HkU6H+PnLzRhMJi77ZDH2iYl0G9gzvxyTnDIzM+nQoQOjR4/mvffeIysrixdeeIHFixfz3//+t8BYs9lcqKSATqfLn/FW0v47EddI9c+RI0f461//esf94hqpbLKysmjVqlWpxz/00EOsXr2al19+uUa8D9UXBoOBmJgYpkyZIncoNV5GRgZn9p3EQ63GS63F7MirLe2l9USn0XHZkMKpbYcJ61D6171Qe7jdbs6ePcuZM2ewWq1oNBratm1L586da1zyrk2bNnz88cdF7jt27Fj+nxUKBU8++SRPPvlkdYVWrfR6vZgsIAh1mEajISU5gcPpx1AplAwJjMRfc7P8l8vlQpFd8kTsshg7diz/+c9/6Nq1a6Ue91Y1JgFhMplYsmQJMTExrF+/nnbt2uXvi4+PZ9GiRQQFBfHZZ5+VWHctKiqqwJiaVrtPKL3s7GyunMtC8edKIDculNxcLePloef3rYdKTEDMmzePOXPm5G+bTKZCN2EEQZDP/v37efvtt7l48SKenp6MGTOGxYsXo9PpCo2NiorirbfeIikpiSZNmvD8888zbNgwGaIWapojR45w8dJFuoR3Is1qoH3rdsReOIfSV1ulF1OlFRwczBdffJG/7enpyeLFi7nvvvsKNbb19PQsVGbQarWi1+tLtf9OxDVS/WI2m1GpVIWSVbeq6ddILpeL2bNnExoayj//+c8ixxw6dIg333yTuLg4fH19mTFjRpU1Dy1tCaYbgoKCaNu2Lfv376d//5pRCq4++Oqrr3jggQdE0qcUTCYTxkwDzTQNCu1TKhR4eHhw+YJYAVEXud1uduzYQVpaGj4qLzTxNlw5Jo4c203cyXNMnjFFXCfUEC6XK//9zMvLS6yAEIQ66uLFi+zZs4ec5Ez6+HfET1Pw/rfL7UIjqfELCazU8wYEBKDX67ly5QpNmzat1GPfUCMSEImJiTz22GOEhISwYcMGAgNv/kVGRUXx17/+lfvuu49nn30WtbrkkEVzmLrD5XJhNdm58VK1u3PRKG/ekFQolJizSy4fodVqxcWTINRQmZmZzJs3j2XLljF58mSuX7/OI488wn//+18WLVpUYOyNxrxvv/02Q4cOZceOHTz99NPs2LGDRo0ayfQbCDVBfHw8F3afwuucA8kN7lwHivNmPOMUnMo8TIMGDQgJCZE1xtjYWLZu3cqzzz6b/yXSbrejVCoLfUa1bduWmJiYAo/FxcXl948IDw/nwoUL+ck3h8NBQkJCobJNtxPXSPVLdHR0iSUnavo10qpVq4iOjiY0NLTI/RcvXuTxxx/nlVdeYfLkyZw7d45Zs2bRvHlzxowZU+nxGAyGMiUgACZPnsyrr75Kz549a/TfdV2RmJiI1Wot8f1QyKNUKnFZHfDnZHfFn6vNz1mTUAB2p4OMTBOffvopKpUKpVKZ/6NSqfIfu/W/t467/c9FjS/qv3c6ZlHjRKKpfC5cuEBaWhqeGQoM++Lgz0l/aiAtNpY90i8Mn3O3rDEKebKzs/Hz8wPyZke7XC6ZIxIEoTLFxsayadMmAgICeOKJJzix/yiGH+PzP5sBnC4nKZmp9G3cBX2vxpUew4QJE9i6dSt/+ctfKv3YUAMSEEajkVmzZtG3b19WrFiBUnmzLcXx48eZP38+y5YtY+rUqTJGKcjFx8cHrZeaG3M8ze5M9KqbCSqrPZf2zdoV/WQhn81mIyEhgZMnT3LlyhWOHz9O69at8fHxkTs0QSAwMJB9+/bh7e2NJEkYDAZsNluBZPQNtzbmBRg3bhwbN27km2++KZSsEOqXkweOoYu1gXRbeyu3hGesg6N7owmZNlGe4P7k7+/PF198gZ+fH3PmzCEtLY0333yTe+65p9BNyYkTJ/LJJ5/w008/MWrUKHbs2MGhQ4dYunQpAFOmTOHf//43gwcPpmXLlrzzzjsEBwfXifrGQuU5dOhQla0EqA779+9nx44djBo16o5jvvzyS0aMGME999wDQEREBF9//XWVJdrMZnOJK41u5+HhwdixY9m8eTPTpk2rkriEm9avX89jjz0mdxi1hre3NzqtDqvdik6rQ6/UEaIJorm2ES63m7ScNHq07sSwYcNwuVy43e5i/3vjzze2HQ5HoX13+u+djlXcOLfbXeD3udFEs6ikRFn3lTZpcqd9RY2r7sTNrfdXbnf69Gm8lZ4Y913MTz7coNd4cnrTAQZOGAaFFyQL1ez2/kMi6SYIdcPp06f5/vvvady4MY8//jhBQUEAjJgwiv2m3zj/0zFUSgUut4SnQkvfJl1p9VAP1IGV/8bcsmVLrl+/Tk5OTpXcK5Q9AbFx40ZSUlLYtm0bP//8c4F9ffr0wel0smLFClasWJH/eI8ePVi7dm11hyrIQKPR0HdEFzb/Zz+eWj25riwC1c0AkCQ3uVYzo6YOkDnKmi0nJ4fjx4/TKCgUT2cDMGdiTlZxKO0I7Tu1lX1GsCAA+TeKhgwZQmpqKj179uTee+8tNK6kxrx3cnud1Jo+41coG7fbjTE2FT9JVeR+FUqyTqfALff97HZ7gQbM1VFLt3HjxqxZs4a3336bDz74AA8PD+6++24WL14M5DVQXL58ORMnTqR169a8//77vPXWWyxdupTQ0FD+/e9/07JlSwCmTp1KTk4O8+fPJzMzk86dO7NmzZoaV69ZkI/NZsNqteLr6yt3KOWSkZHB0qVLWb16NevWrbvjuJMnT9K/f3/++te/snfvXgIDA5k9ezbTp08v9vgV+Vwoz42fAQMG8Nprr5GZmVlkgl2oHEePHqVZs2Y0aFC4nFBJ5PhcqAmCgoIIb9OGxBMXsWhtoFWiRoXDZseSa6GppiED+w4gLCys5IPVIUUlRIpLlpSUPLn1ObfuczqdJZ6jrImbW59XnOTkZDA5cf35utcrdHRRt7z5d+ByYzxwBc+h4vui3G5PQNxImAmCUPtIksSJEyf44YcfCAsLY/78+YVW16pUKgY+NJJeo/uTse8yGJ3oG/mi79W4SpIPN4wePZqff/65SibMyJ6AmDNnToG6s4JwuyEjBpB4PpUD22NwK10ggdluwmaz8uATk2gcFiR3iDXaiRMnCNQ25dTP6aQassg2Wrkam4sCT/YkH2Hyg8HiRqxQY+zYsQOj0chzzz3HokWLCiWbReNdoSgKhQJXjgP+7BFkdztQKwomI9wmR4FtuRrv9u7dm6+//rrIfbc2UAQYNGgQgwYNKnKsQqFg7ty5zJ07t9JjFOqG48ePExkZKXcY5eJ2u1m8eDFz5swhIiKi2LFGo5HPPvuMd955h//7v//j2LFjzJs3Dz8/v2JLMJX3c6G8N30UCgUPPvgg69evFyv2qojL5WLTpk0sWbKkXM+vrw3ZlUolA6YMJ/dcJlqlmkRLKk4c+Gn0NNT746v1pvnI4vvt1UU3VhOUpgR0bfXdd9+Ru+8aTktOkfuVSiUYK7fRqVA+tycgBEGofSRJ4siRI2zdupU2bdrw9NNPlzhRyKOBnpBJHaopwrwJ/5s3b2by5MmVPrGtQp+mTqeT3377jf3793P16lVUKhVNmjRh0KBBDBgwoE5/WAvVR6lUMmv+VJq1acC2Lb/SwMuH0GZtGTmlH8EhfnKHV6MZDAZUkgexe9MLfWGWAFOihjPHz9Otdyd5AhSE2+h0OnQ6HYsXL2batGkYjcb8eqcgGu8KRVMoFDQKaYQ55jpatYZ0p4EGGv/8/RaHlZBmBZtp1fTGu4JQUQcOHGDGjBlyh1Eua9asQavVMnPmzBLHarVaRowYwdChQwHo1asXkyZNYtu2bcUmIMrzueByuYotZ1KS1q1bo1QquXDhAuHh4eU+jlC0X375hQEDBuDl5VWu59fnz4X2vTrjnG1h32c78FF7YZHsqFER4tOIoU+Or9LZloJ8OnXqxK79CXgUsS/XbiHMvwna4PL9exIql8FgoE2bNvnbCoUCSZJEKSZBqAXcbjeHDh1i27ZttG/fnueee67G9uRTKpUMGDCAvXv35l9bV5ZyZwi+++47/v3vf6PRaOjWrRvh4eE4nU7S0tJYvnw5AIsWLWLy5MmVFatQz6VlXWXOkw/QoUP1Zf9qu5ycHEypbm7kHpQKBU6XLX+/p86b0wcuiQSEIKujR4/y0ksv8cMPP+TfALLb7Wg0mkKrHUpqzHsnovFu3ddv2nC+ObSGhj5BpDkMhGqDAXC6XRhzcxg3ZWiB8aIMl1CXuVwuMjMzy1WGpibYvHkzaWlp+T1NbiSef/31V6KjowuMbd26dYGyOZD3+5e0UqE8nwu3J8XL48EHH+Tdd99l9uzZXL9+HYVCQdOmTWnUqJG4kVQBubm57N27l2XLlpX7GPX9c6HzpN5EDOzMoY27OXbuBNOH3YN/v2Yi+VCHhYeHc75na+LPReOj1ee/B5nsuWiUajo3iUDfqzFWxCoIud2+AkKn02G1Wgt9VxIEoeZwuVzs37+f7du3061bN1544YVyT5KoTsOHD2fFihUMHjwYp9OJWq2u0AScG8qVgJg/fz56vZ733nuPLl26FDnm2LFjfPrpp2zfvp0PPvigQkEKAsCFCxdEM/Iy0mq1GDNNQN4X7ECfJhy7FIXdaUWr1uFw2rHnuIs/iCBUsXbt2mG1WvnXv/7Fs88+S3p6OitXrmTq1Kllbswr1F+BLRpy91+m8tuHW0ixphMqBZJmvY6HQsuE+ffh10yU6xPqj9OnT5eYmK3Jbu8L9+KLLwLwz3/+s9DY+++/n0cffZTNmzczceJEoqOj2bJlC2+99Valx5WVlVWoRm9ZKRQKvL29+eOPX+jSBWy2NE6cUKJStWfw4Lvr9Q3wivjuu++49957UamK7gUklI4myJMmI8K5rM8g+G6xSqeuUyqVjJs2gWj8OPL1buxOO2qlmpb+TenQJJxG93XIS0DVk34oNdntCQi9Xl9kaVpBEOTncrnYvXs3O3fupFevXixduhSdrvYk81UqFXq9nnf++Tb6LCWS2UlYyzAGzxiNT2j5r4PLlYB45JFH6N69e7FjIiMjiYyMLDRLSRDKw2azoVKpRFmvMmrQoAE55uN4S3kzWpQKJR3D+nEqcR89Wg0nNS2FSLH6QZCZXq9n7dq1/OMf/2DAgAH4+PgwYcIE5s+fD5StMa9Qv4WNaM+Mrs2J/dvfGdhlEN6N/AgZ2lbM3hTqnQMHDnD33XfLHUaVufVzoV+/fqxevZr33nuP5cuXExgYyAsvvMCIESMq/bwGg6FCCQiXy8WxY8cYO7Y1H3zwGU1CVGg0Cjx0kGuO5tdfLzJu3HOVGHH9kJaWRlJSUqlKdgmCUJBKpaLP/cPoMaofpkNXcWXZUAfqqrzRqVA2JpOpwKo9Ly8vzGYzwcHBMkYlCMKtHA4Hu3btIioqigEDBvD3v/+91k0scblc/PTTT3ibNZw+eYre6nYAJKac49M9Z7n/+TkED2hRrmOX627unZIPJpOp0NLVG0unBaEizpw5Q/v27eUOo9ZRKpX0GtqJnz89TFhoXt3hkICWnE85QuLVC+Rk2Og9up3cYQoCbdq04eOPPy5yX1ka8wrCtdzrhPdsT4dHxGtEqJ/cbjfJyck0bdq05MG1xO0rH27/XBgyZEi11OqvaBPQK1eu4O+vJiPjayK7Kzl82EX//nlfx7z0SuLifuD69QkEB4trs7L44osveOihh+QOQxBqNXWgDv8xYkJPTXZrmT5vb2/MZrOM0QiCcIPD4eCXX35h3759DB48mGXLllV6A+fqcv78eTKupON11o4KJSbJirdCh07tgdVpY9fqLdzT/jEoR16lQkWcLl68mD9D9ZdffqFv374MGjSII0eOVOSwglDIyZMn71juSyhep8h29B7egVOnT3Ax4TwJSRfxtDfk1KVDPDB/LL7BYtmmIAh1R2xsLBEREXKHIQiyiYuLK9CoUqg8FS3BlJ6ejkJxBgk3rVsrSEuVyM6+2avC39+Hs2c/r4xQ643z58+j0+kICwuTOxRBEIRqc6MEkyAI8rHZbPzwww8sX74cnU7H8uXLGTVqVK1NPgCcPXsWXZobJGitbMJFV0r+Pp3agxTjNbIPJJfr2BWqZ/OPf/yDhg0bIkkSb7/9NosWLUKv1/PPf/6T//3vfxU5tCAUkJCQIJZVV8Dgid3p1r89R3dexHjdQv/BvTgY/xOaBrlyhyYIglCpzp07x4wZM+QOQxBks3//fvr37y93GHVSVlZWhVZAqFQqLJY0IG8m66DBaqKinIwfr0ahUOB2ubHZr1VStHWfJEl89dVXPPXUU3KHIgiCUGXcbneB1Q8gEhCCICeLxcK2bds4duwYI0eOZPny5XWmB5XdbsdtcgLgr/QmVTIU2C8B1uvm8iyAqNgKiHPnzvHqq6+SnJxMYmIiM2bMYMaMGVy8eLEihxWEAkwmE56enpXSdb0+8w32ZOj0Tkya34v+94Yza+5MvvrqKyRJKvnJgiAItURWVhZBQaLhtFB/Xbx4UayAqCIVLcEUGhqKwXDzJlJQkIKgIAUXLuRdi2VkXKdpqGj8W1r79u2jY8eOFfp/UhvExsYyZ84cevfuzYABA3j++efJzMwscmxUVBQTJkygW7dujB07ll27dlVztIIgVLacnBx8fHwKPCYSEIJQ/cxmM99++y1vvPEGjRs3Zvny5QwePLjOJB8APD09Uehv/j7tVAVLuioVSjwbeN/+tFKp0B1dp9OJJEns3buXjh074u3tTVZWFh4eHhU5rCAUcPr0aTp1Eo2SK1tgYCCtW7cWjeIFQagzTCYTXl5ecochCLJJSkqiadOmhWZKCpXDarXi6Vn+0pUNGjTAw6Mjphxn/mO9e6s4cdxFUmIOOk8jzZuLFVyl4XA42LZtGxMnTpQ7lCpltVp59NFHiYyMZM+ePWzduhWDwcBLL71UaGxCQgILFy7kqaeeIjo6moULF/L000+TmpoqQ+SCIFSWopLfN5pQC4JQ9XJycvjyyy/5v//7P1q2bMny5cvp379/nZwk3aVLFywNFVDEdwmz3UKLwKb49Akp17Er9LfVv39/Fi5cyOrVqxk/fjxJSUnMnz+foUOHVuSwglDAyZMn6dq1q9xh1En33HMPmzdvxuVyyR2KIAhChZ07d462bdvKHYYgyGb//v307dtX7jCEO1AoFAwaNB6VaiBxF66Rnm4h43ouTZpc58iRXEaPegNPz2Zyh1krbN26lVGjRqHVlqcIQO2RkpJCREQE8+fPR6vVEhAQwPTp0zl8+HChsZs2baJnz57cddddqNVqxo0bR69evfjmm29kiFwQhMpSVAJCNKEWhKpnNBr59NNPeeedd2jfvj3Lli2jV69edXqiT4sWLWjVoQ32jjrc5K3QlSSJbJsZT42OwU/ejTpQV65jV6gHxGuvvcbHH39Mjx49ePjhh4mNjaVjx4789a9/rchhBaGA5ORkQkLKl2ETiufp6cngwYPZsWMHY8eOlTscQRCECjl37hw9e/aUOwxBkM2ZM2eYMmWK3GEIxdBoNIwd+xwZGRM5e/Zz7I6rdO06lO3bwWjsgLjkLVl2djbHjx9n2bJlcodS5Vq1asXatWsLPLZ9+3Y6duxYaGxcXFyhJHybNm2IjY0t9hwmk6nAtsPhKGe0Ql1ht9ux2+3527e/RoTqVVQCQpRgEoSqk5mZyaZNm7h69SqTJk3i4YcfrtNJh1spFAqGDh1KixYtOLr3MIbT11BY3PTt2JOuk/uha1i+8ktQwQSEXq9n4cKF+dsRERG8/PLLFTmkIBRwo9lfffnHLocRI0awbNkyhgwZIkqXCIJQq8XHxzNt2jS5wxAEWaSnpxMYGFin6tDWJHa7HY1GU2nHCwpqy8CBr+Vvh4bmsHLlSl555ZVKPU9d9PXXX3P//ffXu+8HkiTx7rvvsmvXLtavX19ov9lsLlQiTKfTkZubW+xxhwwZUmB71qxZtGjRosLxCrXXmjVrWLVqldxhCH8yGAyF/k2KBIQgVL709HS+++47MjMzueeee2jfvr3cIclCoVDQsmVLWrZsWanHrVACIjU1lQ8++ICEhATcbneBfZ999lmFAhMEyCu/1KVLF7nDqNNUKhWTJ09m48aNPPTQQ3KHIwiCUC4ulwu32y1u3An1hiRJJCYmEhsbi81mIyYmhvDwcBwOh/h3UAUMBgMBAQFVdnwfHx9GjhzJpk2buO+++6rsPLXdlStXyMnJqXc3BUwmE0uWLCEmJob169fTrl27QmM8PT2xWq0FHrNarej1+mKPHRUVhbf3zRmNycnJHDlypHICF2qlefPmMWfOnPxtk8lUKFElVJ+iPn+0Wq1YrSQIleTatWt89913mEwm7r33XsLDw+UOqU6qUAJiyZIlXL9+nWHDhokvOkKVOHnyJPfff7/cYdR53bt3Z9u2bWRkZBAUFCR3OIIgCGWWlJREs2aidrpQP0iSxMGDB7l+/TqBnv54Jrq4du4KbdVN2bbxR8bcM67O18avbllZWVWagAAYPHgwb7zxBikpKaL86B2sX7+e2bNnyx1GtUpMTOSxxx4jJCSEDRs2EBgYWOS4tm3bEhMTU+CxuLg4OnXqVOzxvb298fb2xmKxcP78eU6fPk18fDx79+4lIiJCfDeoh7RarfgMqUGKKsEEedcCgiCUX3JyMhs2bMDpdHLvvfdW+ox/oaAKJSBOnTrF9u3b73gRJAhl5XA4OHPmTP6qmrNnz5KWliZKClQxhULBjBkz+PLLL1m4cCFutxuFQoFCocDlcpGYmEhqaioqlYqmTZvSuHHjerfsXRCEmi02NpaIiAi5wxCEapGcnJxXcinXk5xf4rE4bKit4J0oYb54jb2WXxk2e5zcYdYpN8qCViWFQsHcuXP58MMPefnll8W11m1OnDhBo0aNaNy4sdyhVBuj0cisWbPo27cvK1asQKlU3nHsxIkT+eSTT/jpp58YNWoUO3bs4NChQyxdurTE82RnZ7N3714aeAcSbNaTmqPC47KDQ6kHCO/SjjZt2lTmryUIQhnk5OQUWKUkCELFJCYm8t133wEwZcoUwsLCZI6ofqhQAsLHx0dkxoVK43A42LFjB26HEtMVFdfTsvDAh7jYSyQnJzNixAiRhKhCrVq1Ijc3ly8/+wbrdSW5OTYUahd+oVpatmpJ7jUFJqOZC4ej8W+qZcTooXh4eMgdtiAIApDXgPrhhx+WOwxBqBaxsbEEevpj+vUSuOGSJYUWXk0A0Gu8iN9xin7jBleoUZxQkMFgqJaZ4I0bN6ZTp0789ttvjBgxosrPV1u4XC42bNjACy+8IHco1Wrjxo2kpKSwbds2fv755wL7jh07RmRkJMuXL2fixIm0bt2a999/n7feeoulS5cSGhrKv//971LN6Dx8+DBN3AHYd6ZhMxlwGe24Y3MIUio4nXaEkJAQ0StOEGRUXPJREITSiY+P57vvvkOn0zF9+nSx2rSaVSgB8eSTT7JkyRIee+wxgoODC+wT/yOFsjp58iSZSVYuHc5GkiSuWxNQKbw5+VM6TSM9uRB2QcxurULx8fE0CWjF7l/3MrDtPagVLs4nnSA3x4frMZfRe/j9OVJDVoKZTWk7uP/RCbLGLAiCcEN1lEcRhJrCZrOhTbGDO68EQ5z5CqMb9M3fr1YqydyfSMikDjJGWbdkZWXRunXrajnXxIkTWbZsGT179sTPz6/kJ9QDu3btol+/fvVuFvCcOXMK1OK/3bFjxwpsDxo0iEGDBpXpHEajEbfZgf1oOrhv2+mW0F9yc/7oWboN7FGm4wqCULUUCgWSJInVcoJQggsXLvDdd9/h6+vLww8/TKNGjeQOqV6qUALi5ZdfBuCXX34BCr4Bnj17tuLRCfWGJElcOBvPpcOm/FqGOY7rNNN3xi1JJB3NxTvorEhAVBG73c65mIuorjfEz6sB1wwJaBSeNGrYgMCABlxJScTT7ZM/80Kr9eLs/ssk35VGaIuGMkcvCEJ9l52djY+Pj9xhCEK1UavVOIxmAI5kx9LGqykeypv92JwuN8psl1zh1UnVmeRUqVQ8/PDDrFu3jqeeeqpazlmTWSwWfv/9d5YvXy53KHWS2WyGqzZwFz3D2lvjSeqRBBAJCEGodsX1edBqtdjtdlGVQBDu4MyZM3z//fcEBwfz6KOPFpo4L1SvCiUgdu7cWVlxCPWcy+XiyrksJOnmS9LpdqBW5n2YSkDimXSZoqv7kpKScGdrkdwQ0aQXey/8QMuArjTwDyArJx2LK5vUzGRaBndGp9EDeSXYDu2I5Z7HRQJCEAR5nTt3jnbt2skdhiBUm/DwcI6d2EO2NR2Dw0SPoJsTNGxOO/4aPZ4NRVKuMhkMhmpdjRAeHo5er88vs1Ofbdq0iUmTJolSrFXEw8MDW1YuUPTqEpvTjtZSodsGgiCUk8lkQq/XF7nPy8sLs9ksEhCCcAtJkjh16hQ//PADISEhPPHEE2KVfA1RoUJyoaGh+Pv7c+LECX766Seio6Px8fEhNDS0suIT6gmVSoUl256/LUkSty4klCQJq/n2NcFCZcnNzUVy5H2x0Kg8aBnciXNphzgRv5/k65dwSy7USi2x1w7mP8ftdmM22u90SEEQhCpnMBiIi4vj4MGDtGrVSu5wBKHatGjRAlWYN/uzTjE4sFt++QWrw0Z61nU6N2yHvlf9adRbHdxuNxqNpuSBlWjGjBls2LABm81WreetSTIyMoiPj6dnz55yh1JnBQYG4lC6cEtFf9dKz7pO67aiCbUgyCErKwt/f/8i9+n1+rwVTIIgIEkSR48e5dVXX+X48eMsXLiQuXPniuRDDVKhqQyXL19m9uzZOBwOQkJCSElJYeXKlXz66aeEh4eX+jixsbGsXLmSmJgYNBoNAwYM4MUXXyQwMJATJ07w+uuvExcXR0BAAE888QTTpk2rSNhCDaRQKAhrHsaZIwl4eXgj4UKpuPnyNFmM9OrZWcYI6zZvb28kdQb8mfZpHtyeQM8mmKQMQhs1xWjKwqaC82mHybFm4aMLwJBloN8gsRRbEITqZ7Va2b17N+brOSiv2jhz7CR+1zXkDsuhx+DeohauUC+ciY/l7uFjuP5HIigVuN1uArW+DGrag9AHuqAO1MkdolBBXl5eTJo0ia+//ppZs2bJHY4s1q9fz4MPPije16uQQqGgx9392fvujzRv2DT/cUmSSDWmo3d7EDK0rYwRCkL9ZTAYRAJCqLfsdjsXL14kOTkZgCZNmtCmTZsCq34kSeLw4cP8+OOPRERE8Oyzz9a7flG1RYVWQLzxxhuMGTOG3bt38+2337J7924mTZrEP//5z1Ifw2q18uijjxIZGcmePXvYunUrBoOBl156CaPRyOOPP87kyZM5fPgwK1as4I033uDkyZMVCVuoocY/MBSL2UKu1YTT7UCl1CBJEqbcbFw2iVFT+8kdYpWLjY1lzpw59O7dmwEDBvD888+TmZkJwPbt25k0aRLdu3dn+PDhrFq1Cre7claFNG3aFJWvDRQ3a0z66P3JzbaSbc7GaDTipfUhvFFPLqRFk5GVhtqtp+uwFpVyfkEQhNJyu93s3LkT5VUbXgfNaC/ZUTmgYYYnsev2c+ib3+UOURCq3Pfff0+3bt2Y9OT9PLRqIeMfmMTE8RMYPmMsrV4ahL6HaK5XmYqrwV3VevfuTXp6OpcuXZItBrnExcWhUqlo2bKl3KHUeWEdW9Fv+nBSUq6SnJ6CwWQkPvESAQ49g+fdLRKagiCT4hIQ3t7eIgEh1FnZ2dns2LGDawlX8UlR4HXeSfLv59m28UeysrJwu93s3buXv//971y+fJkXXniBBx54QCQfarAKJSBOnDjBM888k9+YVqlU8tRTT3HixIlSHyMlJYWIiAjmz5+PVqslICCA6dOnc/jwYXbs2IG/vz8PPvggarWafv36MWHCBL744ouKhC3UUEFNfHns2QfQuL1Iy0rBZrVzPSMNT4U/jz43nYBGdfuNpLhk3OnTp3n++ed5+umniY6O5sMPP2Tjxo2sW7euUs6t0Wjo1K09HqEmnO6bZZVCglpy8sRx0lIMGHIysFnsmM25ZGRm8sCC0fgGe1bK+QVBEErrypUrYHHhOpoFbshwZBOkyavL3sA7kJgfDmNNM8kcpSBUndjYWC5dusTYsWMB0AR50mB8Wxo82AG/0S3EjcIqYLFY8PSU75pn7ty5rFu3Dper/jQWlySJr776ihkzZsgdSr3R4q6OTP7XXPoM70+zsGaMfWAi/VZMxrunKOcmCHIRKyCE+kiSJPbs2UOw1Rvl79exns7AkZCNx2UH+mgLa9/8gL///e+kpaWxdOlSpk2bhpeXl9xhCyWoUAkmlUqFyWQiMDAw/zGTyVSmC/RWrVqxdu3aAo9t376djh07cuHCBdq2Lbjcs02bNmzYsKHYY5pMBW88aLVatFptqWMS5NN5UBjN2z/Itv/t5tLleIb2HUWHgSEVvtFtt9ux22/eWL/9NVIT3JqMU6lUaLVapk+fzvPPP09ycjL3338/w4YNA6B169aMHDmSw4cPM3fu3Eo5f1hYGPoJek5En+bS6VRyc+z4BnrzwhtPovPQcXDHWcwGB517hnMs8Tfa9wuplPMKgiCUxaVLl/BMB8efC8CuWq/T2CMof79aoybpt7OE399LpghLx+VyMXv2bEJDQ4tcOfroo49y5MiRAo/l5uYyffp0Xn31VdxuNz169MjrmXRLaZK9e/eKC/A6LCcnh88//5yXXnpJlKSpRsXV4K4OgYGB9O3bl59//pm7775btjiq0pUrVzh+/Hj+NXpubi7Nmzcv8D1TqHrqQB3+g8Lw1aTgP0asPBEEuRkMBjp3LroUtV6vJz09vZojEoSql5qaisImYTucBn8uQnVJbs4aL3E2+xIN1QE8/Oxs2ka2lzdQoUwqlIAYNmwYzz77LH/7299o2rQpSUlJvP766/k3SctKkiTeffdddu3axfr16/nss88KJTN0Oh25ubnFHmfIkCEFthcsWMDChQvLFZNQ/XyDPQnr5ktQeDh972pdKcdcs2YNq1atqpRjVZXiknGjR49m9OjR+Y9brVZ+//13JkyYUOwxy5qMCwoKYvjoITC68L6JjwzI//OVNSc5d+4c7dq1K/b8Qs1TG5JxglAct9uN2+zALUmcyLnANet1RgT3zt+vUChwZFlljLB0Vq1aRXR0NKGhoUXuv/3zYMOGDaxatYoFCxYAeaVJHA4HR48eFZMs6glJkli9ejWzZ89Gr9fLHU69kpWVJXsTw9GjR/Paa6/Rt29fgoKCSn5CLXLixAlOnz6Nj4+Ew7EPiyWdAwck+vUbQGZmpkhCCIJQbxW3AsLLy0usgBDqpIyMDDSpzvzkw1XLdfakH6etTxj3NB2GzWEj/WCCSEDUMhVKQDz77LMsXLiQcePG5c/CGjx4MM8991yZj2UymViyZAkxMTGsX7+edu3a4enpSU5OToFxVqu1xC9dUVFRBep+iS/mtU9OTg6+vr6Vdrx58+YxZ86c/G2TyVQoUVWT3J6Mu5XJZOKpp55Cp9Mxe/bsYo9TVcm4adOmsXr1al5++eUKH0uoXrUhGScIxWnatCn7/jhHdPpRWnmGMqZBvwIzwe02O8FNG8oYYcn279/Pjh07GDVqVKnGx8fH89prr/HRRx/RsGHe73bq1CnatWsnrnHqkS1bttC+fXvCw8PlDqXeMRgMsicglEolc+bM4eOPP2bx4sWyxlKZcnJyOHXqFFrtRS7EfYYkuUm+EkRQsIssw1G+//4ac+eulDtMQRAEWWRnZ9/xvojoASHUVR4eHtiNFjQocbpd7Ek/zsTQwXio8r73mFxOVGb5+nMJ5VOhBIS/vz+ff/45SUlJZGRkEBoaSoMGDcp8nMTERB577DFCQkLYsGFD/iyXtm3bsnfv3gJj4+LiSvzi5e3tLRqP1HImk+mOs0LLozaV4SoqGXdDfHw8ixYtIigoiM8++6zE13lVJeMCAwMJDQ3l1KlTd1wSKtRMtS0ZJwi3kiSJc+fOcTD5BIMDOhPwZ++HG4zWbBrqAgkc0FymCEuWkZHB0qVLWb16dan7+CxfvpzJkyfTs2fP/MdOnTqFzWZjypQpJCcn07p1a5599lm6d+9e7LFEmcra6cKFC8TGxlbJjWexMq5kWVlZNG3aVO4wCAsLo0mTJhw4cIC+ffvKHU6liI2NxcPDRmJSXvLB4VCRmelDp84JKBQQf+krUlIeIiREXG8KglD/SJKESqUqcp/oASHUVU2bNuWYew96vDiUcZpuAW3zkw+QN3mhdxtRJrC2KVcT6hs1iQ8fPszhw4e5du0aDoeDhISE/MdKy2g0MmvWLLp3785HH31UYIntyJEjuX79OuvWrcPhcHDgwAG2bNnClClTyhO2UIvk5OTg4+MjdxjVLjExkSlTpmAymdiwYUOB5ENUVBTTpk1j0KBBfPTRR/j5+RVzpDw3knE3firzJtOUKVPYuHEjkiQyz7WJVqst9LoQhJrkTu8p6enp/OMf/8DtdvP6GytQtvPjujkTq8OG2W7halYqKruCIU/cXWOb8LrdbhYvXsycOXOIiIgo1XOio6M5ceJEfumlG3Q6HV26dGH16tX8/vvvDB8+nEceeYSkpKRijzdkyBB69OiR/7NmzZpy/z5C9TCbzaxbt44nnniiSvo+rFmzpsBrQiSlC6sJKyBuuO+++9iyZUuJJWlrC4PBQG5uNJKU19jn6tVAQpte58ZLXaGQSEj4VsYIBUEQaiaRgBDqKp1OR6sBHTh/PYEMezbhPmH5+9KzMwjS+NFgkEhA1DblWgHx2GOPcfToUWbOnFnkfoVCwdmzZ0t1rI0bN5KSksK2bdv4+eefC+w7duwYH3/8MStWrOC9994jMDCQl19+uc7M+BHuzGQy1bsbozeScX379mXFihUolTfzg8ePH2f+/PksW7aMqVOnyhjlTb6+voSHh3P06FF69OghdziCINRiDoeDk/uPEb/3DE6THbW3loihXenQuwtKpZJdu3YRFRXFY489lj8LeepTD5Fw+iIJUWdQmt30CO9H6LC2NTb5AHk3erVa7R2vn4ryzTffMHbs2EIrTF988cUC24888ggbN24kKiqKhx566I7HE2UqaxdJkvjPf/7DzJkzq2xihlgZV7Ka0APiBq1Wy/Tp01m/fj2PP/643OFUmJ+fH7Gx1/K37TYNXg0N+duSJCEhmqwKglD/lDTRz8PDA5vNVk3RCEL1ihzYky+/+pJwWxOuZqaiUCiwWqw01Teiz19G1ujvfELRypWAOHr0KJC3ZLai5syZU+BLz+06d+7M119/XeHzCLVLTk5OvUtAFJeM69OnD06nkxUrVrBixYr8x3v06FGoUWl1mjRpEitXrqR79+5VMitTEIS6z263s23tRhSxZhrqfAAvpEyJuPWHOR99hrjcK7Rq1Yq///3vBZagK5VKWnUJp1WX2lMPf/PmzaSlpeWXUrJa85pl//rrr0RHRxca73Q62blzJ++//36hfe+88w6jR4+mQ4cO+Y/Z7XY8PDyKjUGsfKpdtm3bRsuWLUu9YqY8anoZLpfLxezZswkNDeWf//xnsWPPnz/PtGnT+O9//0ufPn0qLYbs7OwatTK3S5cuREVFce7cuQKrZWuj9u3bs2fPzf5+DqcKtdoFgMsloVG7adyojVzhCYIgyMZsNhfb/1ShUIhqBEKdtWPHDobdfRej+g7n6u8XcGZZCQgNxrdvqEg+1FLlSkCkpKSUOCYkJKQ8hxYEIG82bE3+MlwVSkrG1UR6vZ4uXbpw4MAB+vXrJ3c4giDUQif2HUF1Lhcf3c2bewqFgusuI9G7DzD94QcYPmGkjBFWntuTyzdWMdzppuq5c+ew2WxF9nU4f/480dHRvPvuu/j5+fHf//4Xk8nEyJF14+9KyOv7dOLECV544QW5Q5HVqlWriI6OLrE3mMVi4dlnn81P7FUmSZIKrEytCWbNmsWbb77JK6+8glpdobZ+svLx8aF//wfZ+uNufH2VuFxKVCo3DoebnBwHvXp5EhIyXe4wBUEQqp3BYMDf31/uMASh2mVmZrJ///78CWjNp3aVOyShEpTranX48OFFZltvPFaWEkyCINRu48ePZ8WKFfTu3fuODbIEQRCKIkkSl/bF0sjj5ox8i8vG76nR+Gr03Nf8LgwxV2GCjEFWo8jISJYvX87EiRMBSEpKws/Pr8hVDW+88QYrV65k0qRJWCwWOnfuzCeffCK+qNYRubm5fPzxxzz//PM17sZ3ddq/fz87duxg1KhRJY5dvnw5d911F+fPn6+GyOTn6+vL8OHD2bx5c63vj9e371hUqpfYvmMFDocbo9GGv7+Cfv286Nnj//D0bCZ3iIIgCNWuNAkIUYVAqIs++eQTZs+eLe4v1THlSkDs3LmzsuMQBKGW0ul09OrViz179oia0YIglInT6USy5JXacLpdnDLGEZeTxMAG3WjiGQyAI6duNFotyu0rH44dO1Zge8yYMYwZM6bI5/r7+/PGG29UWWyCfCRJYs2aNTzwwAP4+vpW+vFtNhsXL14kMzOTU6dO0aZNGzw9PSv9PBWVkZHB0qVLWb16NevWrSt27Pfff8/ly5dZsWIFq1evLtXxTSZTge07laJyu9019gbP0KFD+cc//sHVq1dp0qSJ3OFUSK9ef6FTp7t59dW/cf/93fHUNSUkZHq1Jh/sdjt2uz1/+/bXiCAIQnUSKyCE+ujw4cM0aNCAli1Fk+m6plwJiJKWQAuCUL+MGTOG5cuXM2DAgFpdBkAQhOqlVqtxe8Cxa+eIy0mik19rpjQbjlKRN+NbkiQ0PvWrHJ8g/PLLL4SGhtKxY8dKP3ZcXBx79+4FixtzqpG9H/zMH54K+k0eSuSgnpV+vvJyu90sXryYOXPmlNj/4uLFi7zzzjt89dVXZZopd/ukiQULFrBw4cJC43JycmpU/4dbKRQK5s6dy8cff8xLL71UYxMlpeXp2Qy9vg2dOr4sy/nXrFnDqlWrZDm3IAjC7QwGQ4mlzdVqNQ6HA41GU01RCbXNDz/8wCuvvFLgMYfDAcDp06flCOmOLBYLmzdv5m9/+5vcoQhVoFx3CiMiIkq8wBUlmITycjgcYqlVLaPVahk0aBC//fZbqcokCIIg2O12fvnlF/ZfPUFLd3CBxMMNGWYDHab1lylCQah+ly9f5vDhwyxZsqTSj52RkcHu3bvxNqgx709FsjvxsOWtQPpt5XfoDNB+Qs1IQqxZswatVsvMmTOLHWez2XjmmWd46aWXytx/LioqqkBD9jv1HsvKyiIgIKBMx65OTZo0ISIigt9//51hw4bJHU6tNm/evAL92Ewmk1jdKwiCbAwGAx06dCh2jJeXF2azWayUEO5o4sSJ+eVdAVJTU5kyZQqLFy+WMaqiffHFF0ydOrXI8rNC7VeuBMSnn35a62fYCDWXyWSqsTPNhDu76667eOWVVxg2bJiYgSEIwh05HA5++eUX9u3bx4gRI1j51v+x45PN5MTm4qfLuxkoSRJZuUa8ujWgXc/KnwUuCDWR1Wpl7dq1/PWvf62Svg/R0dH4qLww7U+Agm3c8PfwYc8n2wkf0AlqwKKjzZs3k5aWRs+eeQmRG42lf/31V6Kjo/PHnTp1ioSEBJYuXcrSpUvzH//LX/7CpEmTWLZs2R3P4e3tXSABcScGg6FGJyAAJk2axPLly+nRo0eVlO2qLna7XdZryDuV4RIEQZBDaUow6fV6kYAQSk2SJBYvXszQoUOZNGmS3OEUcOHCBcxmM926dZM7FKGKlCsB0adPn8qOQxCAvKaL8fHxKBQKnE6nKOdTi6jVau666y62b9/O+PHj5Q5HEIQa5vbEw/Lly/NXu417bAqnD5wgbk8MTpMNrY8Hbaf0okOvLvW6Aa9Qv3z44YdMnTq1ym52Z2RkoEzILZR8AFAqlGRbs8k+kIx2cKMqOX9Z/PzzzwW2X3zxRaBw35SePXty8uTJAo+1a9eO//znP5X2faWmr4CAvGuwhx56iE8//bTIMlK1hclkQq/Xyx2GIAhCjWA0GvHz8yt2jF6vJze37vZLEyrX5s2biYuLK7FfVmn7ZFUWp9PJZ599ViNXZQh5KqNPVrnu7k6YMIEtW7YwfPjwO66EEI2qhbJwOBwcPHiQa1fSuRhzhWupKaxa8Sl9h3Wlz6AeYsVNLTF48GBeeeUVRo4cKZbNCWUSGxvLypUriYmJQaPRMGDAAF588UUCAwMLjX300Uc5ePBggQTl//t//4/BgwdXZ8hCKd2aeBg+fHiBxMMNGo2GyEE9a1QNekGoTrt27SIoKIiuXbtW2TkUCgWuHEf+djd1q9tH4Myy1oQFECWKjIxk+fLlBUoKVBWDwUB4eHiVn6ei2rVrR1RUFCdOnKjS11FVMplMpVqVIgiCUB+43e4SS1N7e3uX60agUP+43W4++OAD/vKXv5T4WVvaPlmV5YcffmD48OG1ehVnXVcZfbLKlYB4/PHHgbwXobgxLFSUJEns3r0bQ7KdS4esZOXaULi8sKd58cPa/aQlZTPxweFyhymUgkqlYuzYsfz444/ce++9cocj1BJWq5VHH32U++67jzVr1mA2m3nhhRd46aWX+M9//lNo/OnTp/noo4/o3bu3DNEKpeVwOPj111/Zs2fPHRMPgiDAlStX2LNnDy+99FKVnickJIRLpzPztz0VNycKON0uAj398AiumbPPb1/5cOzYsTuOPXfuXKWeOysrq9aUtnjooYdYsWIF7du3r5WlhMxms1gBIQiCUAY3SjAJQkkOHjxIWloaU6dOLXFsaftkVYZr165x5syZAqU0hZqnMvpklXsFBCBuMAqVIi0tDZPBQvyhHCQJHG47amXeG5y/TzC/bYpmwPCeBDUR2dDaoF+/fixbtowxY8bg5eUldzhCLZCSkkJERATz589HpVKh1WqZPn06zz//fKGxSUlJGI3GEhuyCfJxOBzs3LmTPXv2MGzYMF599VWReBCEO7DZbKxZs4ann366yv+ddO/enbhT5+CchJKbE4gkScJozeGu8P7oezXGirNK46htakMJphu8vLyYMGEC3377LQ899JDc4ZSZWAFRvMzMTKZPn87rr79+xxJjn376KZ9++ikGg4HQ0FAWLFjA6NGjqzlSQRAqSpKKqJdYBC8vLwwGQ9UGI9QJ27dvZ+TIkaW6R1PaPlkVJUkSH330EXPnzhWT22u4yijDVaHCyqdOnWL27NmMHDmSESNGFPgRhNJKSEggN03Bjc9Yp9uWn4AA8PT0ZP+2GJmiE8pKqVQyYcIEfvjhB7lDEWqJVq1asXbt2gI337Zv307HjoWbD586dQq9Xs8zzzxD3759GT9+PBs2bCjxHCaTqcDPrfULhZK5XC6uXbtGUlIS2dnZRY5xOBz8/PPPLFu2DI1Gw/LlyxkxYkSNTT7Y7fZCrwtBqG4fffQR99xzD0FBQVV+Lh8fHybcNxlV90CyrNlk20xkWbIx2XMZ1LIn4Q/3QR2oq/I4apvc3NxaNaGib9++XL16lcTERLlDKTOz2SwSEHdw5MgRpk+fXuz/16ioKNasWcPatWs5evQoCxYs4Omnn+bKlSvVGKkgCJXBYrHg6elZ4jixAkIorSNHjtCrVy+5wyggKiqKdu3aERISIncoQjWoUIffJUuWEB4ezoQJE0STSKHcXC4XNtPN2XYutxOVQpO/rVQqMWaIxkq1Sc+ePfnxxx/JycnBx8dH7nCEWkSSJN5991127drF+vXrC+232+1069aNZ555hvDwcA4ePMjChQvR6/WMHTv2jset7jqWdcn58+e5cPIcmnQnWNzYlA68WgfS/65BeHp65q94+OOPPxg2bBjLly8v0J+jpqqMOpaCUBF//PEHer2e7t27V9s5GzZsyKwlj5Mce5nUffF4WNWEtmqKT58QkXwoRm2blTd37lxWrVrF3/72t1r1Hc1kMombEEXYtGkT7733HosXL+aZZ56547j4+HgkScr/UalUaDSaWvGZLAhCQQaDoVTl/0QTaqG0rly5QsOGDeUOI192djY7d+7klVdekTsUoZpU6GokOTmZTZs2odFoSh4sCHfQuHFjziiT8rfdkgul4uaMWYvFQkizmvNGKZRMoVBwzz33sHHjRmbNmiV3OEItYTKZWLJkCTExMaxfv5527doVGjN58mQmT56cvz1w4EAmT57Mtm3bik1AVGcdy7okLi6Oi3vP0uCyEtw3Lhm0WNKy2Z60GY+WfuzZs4ehQ4fWmsTDDZVRx1IQyislJYXffvuNl19+udrPrVAoaNq+BU3bt6j2cwvVIygoiJ49e7J9+/ZiPxtrGrEComgDBw5kwoQJqNXqYhMQd999Nxs3bmTcuHGoVCoUCgVvvvkmjRs3Lvb4t68AdDgcdxgp1Bd2u73AauGaskp0//79vP3221y8eBFPT0/GjBnD4sWL0ekKJ9CjoqJ46623SEpKokmTJjz//PMMGzZMhqjLp7QJCNGEWiit4vpnyeHTTz/loYceqlXfH4WKqdCUmF69enH27NnKikWop8LCwvBtosHtzlsFcWsCwmrPRSV50OOuNnKGKJRD165dSUpKIisrS+5QhFogMTGRKVOmYDKZ2LBhQ5HJB4ANGzawbdu2Ao/Z7XY8PDyKHH/DjTqWN35EAqJkbrebc8fPEnRZCe6bj7vcLs4aL/Fz1C9kXL3O8uXLGTlyZK27eNRqtYVeF4JQHRwOB//5z3948skna2yJMiGP0+mstf+PxowZw8GDB8nIyJA7lFIzmUyiCXURGjRoUKrPWIfDQUREBP/73/84fvw4r776KkuXLi2xMfuQIUPo0aNH/s93331XWaELtdSaNWsKvCZqwgSNzMxM5s2bxwMPPEB0dDSbNm3i0KFD/Pe//y00NiEhgYULF/LUU08RHR3NwoULefrpp0lNTZUh8vIpywoIUYJJqG1OnDiBh4fHHb/zC3VThe4WPP300zz88MP06dMHX9+CDYLfeOONCgUm1B9qtZqRY4fxv9StJJ3IwuV24nK7yDSkYbe4mP3MFHyDS65/KNQ8U6dOZcOGDTz22GNyhyLUYEajkVmzZtG3b19WrFhRbLkIk8nE22+/TfPmzYmIiGD37t1s3bqVjz76qBojrh+MRiPKqzZw5yV3JEnieOY5TmfF0SmgDTPDx2M0OGpd4kEQ5LZu3TrGjx9PgwYN5A5FKIHRaCzVDaCaSKVSMXv2bD755BOee+45ucMpFbEComJee+01unfvTpcuXQCYMmUKW7duZdOmTbz44ot3fN7tq0STk5M5cuRIlccr1Fw1cZVoYGAg+/btw9vbG0mSMBgM2Gw2AgMDC43dtGkTPXv25K677gJg3LhxbNy4kW+++YZFixZVd+jlYjAYSlUuR6fTYbFYqiEiQSg/o9GI2WzGw8MDvV7Pt99+y9KlS+UOS6hmFbprsGLFCoKCgsRMFaHCAgICmLvwAWKOneO/ay7gF6wjol0kA8d3wa9B7Wn8JxQUERHBpk2bSE9Pr/CNFofDweXLlzEajXh7e9OiRYsSZ70LtcPGjRtJSUlh27Zt/PzzzwX2HTt2jMjISJYvX87EiROZNWsWubm5LFiwgIyMDJo1a8bKlSvp2bOnTNHXXW63G8niyt/OsucQn3OFGa3GolLmzQh25Igl34JQFvv27UOlUtG7d2+5QxFKISsri4CAALnDKLcWLVrQsGFDDh06VCtec2IFRMWkpKTQqVOnAo+p1eoSyyXfvgpQlFcWtFptjVwtfON1OmTIEFJTU+nZsyf33ntvoXFxcXG0bdu2wGNt2rQhNja22OPfXspIzr8Hg8FQqtnhtanPT21UU8uR1RbZ2dkcOnQIKdcJV21Ys8wcTDrBgOED8fIS9/nqmwolIGJiYti7d6+4UBQqhVqtpmuvjrTa3ZS//OU+8bqqI+677z6+/fZb5s+fX+5jXL58mSNHjqB0a8i4bMWYacKl2MXw8f3o0bdrJUYryGHOnDkFZlnd7tZ6lQqFgieffJInn3yyOkKr13x9fbEpnPnbFqeVhrrA/OSDMTebRu0ayRWeINQ6165dY/v27bL0fRDKJysrq9augLhh+vTpvPrqq3Tu3BlPz5q9otjlcolVdRUwfPhw1q9fz7Bhw2jfvj07duzg4MGD/PWvf5U7NEGoVDt27MBoNPLcc8+xaNEi1q5dW2C/2Wwu9H6n0+lKbNZ8+yqPBQsWsHDhwsoJuoxKW4JJqFpr1qxh1apVcodRK1ksFvbu3UsTdwD2o+ngVmKzOHDkWDFsu0Si/1nCRrSXO0yhGlXoCq958+aYzWZxo1ioVA6Ho0bOuBDKp3Xr1lgsFlJSUggJCSnz8zMyMjhy5AgKszcnf09GkqQ/92j5/M1tmB52MWRS98oNWhAENBoNTXu1JuvHi/h7+pLrtOKlzmvy55bcpGam0+/uu2WOUhBqB4fDwQcffMATTzwhZhfXIrV9BQSAh4cH06ZN44svvuDRRx+VOxyhkt26SnTBggWoVCoWLlyI0WikefPmvP/++7RvL27wCHWLTqdDp9OxePFipk2bhtFoxM/PL3+/p6cnVqu1wHOsVmuJ961uL0cm5z0Jg8FQ4HcS5FETy5HVFrGxsTTyCcb+6zVw55Xz3ZlykLubDcZL5cHhL3YREtkSdWDhJvJC3VShBMQ999zD3LlzmTJlCv7+/igUivx9kydPrmhsQj3ldDrF7Kc6Zvr06Xz77bc8/fTTZX7u6dOn8fEKYP+PCbckH/L4+QSzad1OIge0F31CBKEK9Bjcm9/i00k6koLRlYOHWkuGKYuMrEwGzLgL7xB/uUMUhFrh888/Z/To0TRu3FjuUIQyMBgMhIWFyR1GhXXr1o2oqCguXLhAeHi43OHc0a3fJYWi3d5Q+tZVomq1moULF8o2Y1sQqtLRo0d56aWX+OGHH/ITA3a7HY1GU2i1Q9u2bYmJiSnwWFxcXKESZbe7vRyZnNxud426JyJJEllZWTidTnx9fdHp6sdN45pajqw2SE9Pp0m2D0533vbRjLOE+zXHV5uXCLTjxHjgCkHj2sgYpVCdKvSO9tlnnwF5X6pupVAoRAJCKDdJksQXkDqmWbNmKBQKEhMTy/xF3mg0kpOozE8+5Diuo1N5o1HqUCqVONx2TkUlMWBK2xKOJAhCebQa2pHjHjbifjuN3u5BQGgwE//6ML5NCzf9EwShsMOHD+N0Ounfv7/coQhlVBdWQNwwe/Zs3nrrLZYtW4ZKpZI7HEEQhDJp164dVquVf/3rXzz77LOkp6ezcuVKpk6dWugG8cSJE/nkk0/46aefGDVqFDt27ODQoUO1qunt7RPviqNUKnG5XFX23p6QkMDh3QexxhuQcp1IHgqa9m7DoNFDxc15oViunJv9M84ZE3ig1dj8baVKiT2j+LJoQt1SoY41v/32W5E/O3fuLNfxMjMzGTlyJAcPHsx/7Mcff2Ts2LF0796d0aNH89VXX1UkZEEQZHLffffxzTfflPl5kiSRm23L304xn+WK+TRx2QfIsCYiSS5yMm3FHEEQhPKQJImDBw+SkZFBj+7daR4axvBeQwht1pRDRw/jcDjkDlEQarz09HS2bNlSbJ8boeaqCz0gbvDz82Po0KH88MMPcodSJJfLJSYgCYJwR3q9nrVr13LhwgUGDBjAzJkz6d+/Py+99BKQV47sxvtb69atef/991mzZg29evVi9erV/Pvf/6Zly5Zy/gpVxsvLq8T+FuWVkJDAH9/+gvqPLHyugG+mGr+rKlK/O8uW//wPt9tdJecVaj+dTofrz4UyVqcNnUqX/zkvSRJuuwuvhr4yRihUt3KtgPjvf//L3LlzS1wS5nA4+Pjjj5k3b16Jxzxy5AgvvvgiiYmJ+Y+dP3+epUuXsm7dOrp168bRo0d5+OGHCQ8Pp2fPnuUJXRAEmTRp0gS9Xs/Fixdp3bp1qZ8XGBhIhi41f1ulUNPSpycut4MM2xUyuUzUmY0EHbYSGRlZo5aqCkJtdvnyZdRqNUEWPcadFzGmZKJVufA0uHBYzBzO3U3/+0fIHaYg1FhOp5PVq1fzl7/8RfR9qKWcTiceHh5yh1Fphg8fzooVK+jXr1+NKwdmsVjw8vKSO4x6z+FwkJqaisFgICcnBx8fH7lDEoR8bdq04eOPPy5y363lyAAGDRrEoEGDqiOsSmexWMpU4kiv12M2myv132tGRgYnTpxgx9btaC5a8VLqaObTCO8/y+d4qXVkHLjCpSFxtO4qKhEIhbVv354jmYcJVCq4arlOiFdw/r5rhjSa6Ruj71WzrkWEqlWuFRAajYaJEyeydu1aUlNTC+1PTk5m7dq1jB8/vlQ3Azdt2sRzzz3HM888U+DxhIQEnE4nbrc7vyyPSqUSy7wEoZa67777+Pbbb8v0nK5du6INcgASkuRGoch721Iq1CgsOiIDJ/CXJx8lOTmZ1157jf/85z/ExsaWadmqIAiFJSQk0NA7CNO+ZJAg12nB888m1L6ePlz57Rz262LZrCDcyZdffsmwYcMICQmROxRBAPLK5M6dO5ePP/64xl0nmUymGlN7vT6SJInTp0+z66edJB+8iDEunb2f7SBq22/YbGKlsSBUJ4PBUKbVdzcSEJXl8uXLREVFYc3Kxes6NPANwsPLg3PGy6TmZuSP89f5cuqng8UcSajPGjRoQKsObbjaxEx8djKNdEHk2i1cTk1Ca1XRbe4Q0YC6ninXVOE5c+YwePBg3nvvPd5++20aNWpEo0aNcLvdpKamkpGRwYgRI1i9enWpZjoPHDiQCRMmoFarCyQhBg4cSLdu3XjggQdQqVS4XC5eeOEFunTpUuzxTCZTgW3ROEaw2+3Y7Tfrz93+GhGqR3BwMMHBwZw9e5b27duX6jm+vr7cNXoY2ek/c+5QMriVZJuysFqtNPFrxaS/9KN5eBOah4cyefJkkpKSiIqK4osvviAiIoIhQ4bQtGnTKv7NBKHucbvd2C9mgwRJOdcwOSyolTdry2o0agz7k2g4oZ2MUQpCzXT06FFMJhODBw+WOxRBKCAkJIQ2bdqwe/duhgwZInc4+cxmM3q9Xu4w6q0zZ85gOHuNxhdVSCYlOquSkGxfzIdM7Er5idFzJ4sSWYJQTQwGA35+fqUer9frK+3+htPp5OjRozS0+5Dy23mkHCd4gxuJFFUWyaYM7vbsj0qhQqVUYsu2Vsp5hbqpbdu2hIaGsv/CUbya+CM51PTpPZCQoW1F8qEeKnetktatW/P//t//IyMjg4MHD3L16lWUSiUhISH07du3TG+YDRo0KPJxu91O06ZNefLJJ+nVqxd79+7lmWeeoW3btgwcOPCOx7v9YnrBggUsXLiw1PEI8pAkiczMTKxWa6Uv+V2zZg2rVq2qtOMJ5Td16lRWrVrF3/72t1I/p3Hjxvzlrw8TtXMvO378jY4hXWnZOozOQ5rhG+xZYGyzZs146KGHkCSJs2fPsmXLFq5du0b37t0ZPHhwnWkmKQhVTaFQYEzP5MeLO1EqlDzY7u4C+512J4psl0zRCULNlZGRwaZNm3j55ZflDkWoAKvVWmcnMN1zzz28+uqrdO/evcaU2DGZTCIBIROn00lyXCKNL6rhtoUxeq0nhthrXDmbQLMOdbN+viDUNGVdAeHt7V1pKyCSkpLQutSY91/FS+2Jy+Ukw2EkwXaNMI9GXHVfJ8uSTbBXACabmbCmYiKSUDy9Xo+njxcTnr1f7lAEmVW4WHpQUBDjxo2rjFgK+fe//41Wq6V///4ADB06lLvvvptvvvmm2AREVFRUgSW8dfXLQ12SnJzMoX1HyEyykpqUyZcfbKFZRBBDRgyslC8j8+bNK9AA0mQy1ahZX/VJQEAAYWFhnDhxgq5du5b6eUqlkoAGPvQbHsnEiXeVOF6hUNChQwc6dOiAw+Hg2LFjfPzxx1itVvr160ffvn1FrWFBuAOXy8WlS5c4sf8oYxr1JdS7UYH9ZlsueskDbbD4NyTUb1arlcTERCwWCwEBATRu3JjVq1czb968OtU7oD4yGAx1dtKCRqPhwQcf5NNPP2XBggVyhwOIEkxyysjIwCNDKpR8uKGBbyAXfjspEhCCUE0MBgPBwcElD/yTl5dXpSUgcnJyUCRbwQ0oIF2Vg8vmopu+DQ7JRapSidVlQ5Ikcqxmuk3qVynnFequzMzMMiXUhLqrRndrTUlJKfRCVavVJTby8/b2Fhewtci1a9f4ZfMesuO1KCQNbocSe6onsSkGrl3ewkPz7q1wEkmU4apZ7r33Xv71r3/RpUuXMi3nNhqNZVpddYNGo6F379707t2b3Nxc9u/fz9tvv42npyeDBw8WzasF4RanTp3i22+/ZfDgwTRv2AzVAUOB/SarmaSkJHoEdxCNw4R67dSpU8SfiUN3XUJlgySlg4/STtO9T09R+q8OyMrKqtNfmCMiIvj99985ffo0nTp1kjsczGYzvr6+codRL7ndbiSLCyj6O7ZCocQhyqwIQrUxGAy0adOm1OP1ej1paWmVcm4fHx9ys0zkWDM5ZDhDt8C2ZGRmkm3OAbUSh9OOTbJxLTudEXPG49s0sFLOK9RdFy5coG1b0ahcKGcT6uoyfPhwfvrpJ/744w8kSeLQoUP88MMPTJgwQe7QhEp0aP9RjBfVKG6bdaNRaUk9a+XEkRh5AhOqjI+PDxEREURHR5fpeeVNQNzKy8uLESNG8PLLLzNnzhxSUlLym1efPXu2xjVlFITqcv36df71r39x8OBBXnzxRUaOHMmQMcPQd21EbPx5Lly+yNmL58hOyaJHcAeaTO8kandWgMvlYubMmbz44ot3HPPoo4/SuXNnIiMj8392796dv//DDz9k8ODBdOvWjZkzZxIfH18doQtAXFwcCftj8T/qQHfZieaak6wLqdiTTDgu51RqM0hBHllZWXV2BcQNM2fO5Ouvv8bhcMgdilgBISN/f3/MTssd92flGGkc2qQaIxKE+k3OJtTBwcHsv3Kcc+ZExjXsTwuvEJr7h2DMySY2JY6MHAPpuVm0vrc7rUZ1rpRzCnXbhQsXCA8PlzsMoQao0VN+p02bhtVq5fXXXyc9PZ2QkBCWLVvGsGHD5A5NqCQWi4Xk85koySuzdPvNX73Ol8O7YujVL1KO8IQqNHHiRN544w26du2KyWRCqVTi5+dX7IqIykhA3CowMJBJkyYxadKk/ObVX375Je3atWPo0KFiBqtQLzgcDr7//ntiY2N5+OGHad68ef4+tVpNr2mD6Ta8F9kHk5EMDjRBnuh7NRbJhwpatWoV0dHRhIaG3nHM6dOn+eijj+jdu3ehfZs2beLzzz/no48+IiwsjHfeeYdFixaxZcsW0Si0ikmSxNmjMfjE/VmfADA7LRzMOM3kpkOxxTs4c/gkvYaKsgS1mcFgoFGjRiUPrMX0ej3jxo3jf//7HzNmzJA1FrPZLBIQMvH09CSgYxOyd6fj61mwJ4jD5eR6RjoDx46XKTpBqH/K+p23shIQMTExfPXVVwwbM4LU72NRSgqum7I4efUcQT6BSCoFNp2Lrj7tuPz9SbakZzNpwXSUyho9r1mQgSRJpKWlYTQaOXPmDPfcc4/cIQk1QI1LQJw7d67A9syZM5k5c6ZM0QhVzeVy4ciVuHGrxGw34Km++eVDoVBgyZF/VpZQ+XQ6HY0aNeL9f3+AnzIEs9EGahdDxvSiS88ORT7HaDRWWTmEW5tXx8bGFmhePWjQIAIDxfJSoe6Jjo7m+++/Z8yYMUydOvWON641QZ4EjSv9UnChePv372fHjh2MGjXqjmOSkpIwGo106FD0++G3337LjBkz8mcUPfvss3z77bccPHiQvn37VknccnG73aSmppKdnY2npychISGyls3Lzc3FlmBE41JgcuRiclo4nnWOYY16olGq0WjVJB2IEwmIWs5gMNCuXd1vrtmvXz/++OMPkpKS8PPzIycnB61WS1BQULXeVBJNqOXVe2g/fk/6GcPJZFxaCafLRWpWOhkZGQyaORpdQ5EcEoTq4nA4ylQ+2tvbG5PJVO7zWa1WPv/8c+x2O0uWLEGv13PJrxUHPv2VfYlH8PLwxGax0ty7CYmk551T40lK1HmShl+ieafW5T63UPcYDAaio6PxxAN1qhPzNSO7PtxCy37t6din9D1AhbqnXN/elixZUugxDw8PQkJCGDdunJg1LJSal5cXSo07v+fZFeM5Qv1u1oezOawEhfjLEptQtQ4cOEBjn5Zs3fMD3UOaolDkfen83/u/kzI2izH3DSj0nOzsbHx8fAo9XpkUCgXt27enffv2+c2rP/nkEywWC/369aNfv36iebVQ6129epVPP/2U0NBQXn75ZXQ6sZqhumRkZLB06VJWr17NunXr7jju1KlT6PV6nnnmGU6dOkVwcDCzZ89m6tSpQF4JoMceeyx/vEajoUWLFsTGxhabgLj9C2pN75GUnp7OkSNH0EkaVNcc5GaaOOyy0GVkL8IjI6rknA6Hg4yMDDIzMwv8NyMjA5vNhtPpJC0uBT+88NZ4oVd70i+4M8Ee/vnHcJvsVRJbVbDb7djtN+OtyE2MuqQ+lGCCvOue+++/n7feeosJE4bhcMRgNl/DalXRp88MwsMLr8CqCmIFhLzUajV3zRnPtQtX2LPpN2w5Lhp3CmPw2El4NBCJIUGoyTw9PbFY7lxGrTgxMTF8+eWXTJkyhe7du+c/3nJkJ3zDG2B83YKfxRMUkOu2gu3mc309vDm2ZZ9IQAj5rFYrhw8fJkzVENuhNDJyDTRSBxBmCeLSt8chzU7HCb3kDlOQSaVNHzObzezcuZMPPviAzz//vEY0MxNqPqVSSc8hndj5xUn0nnpyHdn4eOTNNJckiesZqUx/+n6ZoxQqW1ZWFpnpRq6edtBQ35yrOfGE+ObNrm4Y2ISdGw/Se3AXAhsXTDa4XK5qnfVaVPPqd955B51OJ5pXC7WSzWbjf//7H1euXOHhhx8mJCRE7pDqFbfbzeLFi5kzZw4REcXfPLfb7XTr1o1nnnmG8PBwDh48yMKFC9Hr9YwdOxaz2Yynp2eB5+h0OnJzc4s97pAhQwpsL1iwgIULF5bvF6piOTk5REdH05QgLAdTwQ0eeOAvaTm6ZifKe+y0Ht2l1MeTJImcnJz8ZMKNn8zMTAwGQ/44tVpNYGAgQUFBBAYG0qJFC3r06EFQUBCenp5IksR3//yM4ExdkauGcqxmGrWsPfXS16xZw6pVq+QOo8ap7LKPNZXNZuPChQu0axfAyZMf076DG703eOklfv31aXJz59K166NVHofVahXJ8BqgcXhTuk8diP2Ams4zBsodjiAIpaBSqXC73WV6js1m4/PPP8dms/HSSy8VuQJN8lah0nvAnz3otQoNZreFY9Y42mqbolfqsGQVf90p1C8XL16kkU8wtt/TQIIrplRCvfPKWTYLakLM5kO07d8JTZBnCUcS6qJy3Tl744037rhv3bp1vPvuu6xdu7bcQQn1S+8BkVw+d5Wonfto4BWGW3JjsZrJzLrO6PsG0qxVY7lDrDaxsbGsXLmSmJgYNBoNAwYM4MUXXyQwMJATJ07w+uuvExcXR0BAAE888QTTpk2TO+RySUhIwJahBreVUN+2HEv5hcY+rVAq8pb6e/t4s/fHU0x4pL/Mkd50o3n1iBEjyMzM5I8//mDr1q00btyYoUOHEhERIequCzWWJEns27ePn376icmTJ/PQQw/JHVK9tGbNGrRabalKS06ePJnJkyfnbw8cOJDJkyezbds2xo4di6enJ1artcBzrFZriSVMoqKiCswyrsmrH2JjY2ni3xDL9hS45Xu1QqEgLDiUI1/vpnmvtqgDddjt9kKrFW782Waz5T/Px8cnP7EQGBhIq1atCAoKws/PD5VKVaq4FAoFXcb05sj7vxISWLBHgNPtIsOQyeAJkyrt76GqzZs3jzlz5uRvm0ymQokqOblcLmbPnk1oaCj//Oc/ixzz1VdfsW7dOtLS0mjYsCEPP/wwDz74YIXPW9rXRG0WHx9PQICaFi2O8uOPEs1bgJfXn//OmgcQFfUObduOxtOzWZXHIq6jBEGo72w2W5Vfm91p1cPtvL29UXipICOvXoVaoWKovhvXnUZOWC/icrsY4CPKTQo3paenE2ryx/JniZNkcxq9GnUE8j7jdV6epP0RT+jkjjJGKcil0qfuTps2jQ8++KCyDyvUYUqlkumPjufIuT20bdAGk9FCWIsGzJ58N43DguQOr9pYrVYeffRR7rvvPtasWYPZbOaFF17gpZdeYuXKlTz++OMsWrSI6dOnc/jwYebPn0+7du3o0qX0sz9rCpvNhsOcdzdJqVTRzL8DJ67+RkSDvnhqvFEpVRgzau5silubV1+5coXff/9dNK8WaqzExEQ+++wz2rZtyyuvvFKjbzjXdZs3byYtLY2ePXsC5CcQfv31V6KjowuM3bBhQ/5qhxvsdjseHh4AhIeHc+HCBYYNGwbklQ1KSEigbdu2FMfb27vWlDnJysqiSbYPuMFkN3PFnEaGzYBDcmFy5JJuyuDU35ehbaRHo9EUSCy0bt2a3r17ExQUVCWzqttGtsc05jqntxzGR69Ho9aQa7VgzbUybM44fJvWnr5BNb0MV0kN23/99VfefvttPvzwQ7p27crx48d5/PHHCQ4OZvTo0dUcbe1z7do1fH3PoFC66dsP9u5VMGyYhFoNSqUCtUZPfPx6OnYsXIJXEARBqFwGg6HKeh7eWPVgtVrvuOrhVjqdjuZ925EYfwIvjUf+48FqP4LVfiSarpHtY2f58uWMGDGCfv361YvEvVC8W8uQplsyCdIVLGfpyLTe/hShnqj0BIRer8fpdFb2YYU6Li4ujnYR4TzySO2c0V8ZUlJSiIiIYP78+ahUKrRaLdOnT+f5559nx44d+Pv758/m69evHxMmTOCLL76olQmI4OBgLirT8rcbeofhrfXnbNo+Gnm3QGHzonFocIHnmEymGnlB07Rp0wLNq7du3crVq1dF82pBdmazma+//hqDwcC8efNo0KCB3CHVez///HOB7RdffBGgyFndJpOJt99+m+bNmxMREcHu3bvZunUrH330EQBTpkzh3//+N4MHD6Zly5a88847BAcH5yc36gKFQkH2dQMXjZfw0OvYn3WKNgHN0TqVdPNph11tYUifITSZKc/nYPepg4gY2JULPx/HfD2HNiHBtBrVGW2w6BNUWUrTsD01NZXHHnuMbt26ARAZGUmfPn04fPhwuRMQkiSVPKgOsduvAxAcDM2bS/z6iwKXK29brdaRmZVYruO63W4yMjKw2+14e3sXW9Kqvv2dC4IgFKUiCQi73Y7T6USn06FUKgvsO3PmDF988QX33nsvPXr0KPUxh4wdzqaLqWTuu4yvhzdKhRKrw0a2zcy42ffQeXIfcnNz2blzJ6+88go9evRg5MiRtWayi1C5AgICMF3LRgPYXHa0Sg3KW1Y3Wsy5+DWp+/21hKJVegIiPj5e3HATyuznn38uUGqiPmrVqlWh0mXbt2+nY8eOXLhwodCs1jZt2rBhw4Zij1lTm402b96ckw1ikC5JKKS8DyQvrS+RIXcRn3GStJzzhPe+F8irI3g8+hTxMSkkJKSw6vXPGDV5IG07tZLzVyjk1ubVTqezxjavFs1G6waHw4Hb7Uar1RYqWeF2u9m1axe7du1i2rRpdO3aVaYohbKKjIxk+fLlTJw4kVmzZpGbm8uCBQvIyMigWbNmrFy5Mj/BMHXqVHJycpg/fz6ZmZl07tyZNWvWoNFoZP4tKo9KpeK84SKhjRujUqrQqjR0a9oeSZJIvn4Vh9mEV0NfWWP0auxL19mDZY2hriptw/bbSy1lZGRw+PBhliwpfsZ+cddI9akhso+PD1brzZ5bbdtC27YSbjdkZMCJ4052bLex89dlNGvWjI4dO9KhQwd8fYv/t5eYmMjx439gs51CknJwuTzx9+/NoEHjCv3d1pTkg7hGEgRBbuVJQGRkZJB+LY3v//UFSitIHgraDOpE1wHdcTgcrF+/HovFUqpVD7fTarVMfeoh4gbHcmLbQexGKyEhzZh07yACWzQE8koVT5gwgXHjxnH48GHeeecdGjVqxIQJE2jSpPb0xBIqLjw8nD/if6ehpCIx5xphPjf//1/NTCXEIxifPqIHYX1VrgRESkpKocdcLhfJycn861//KlAuQBBKYjabMRgMomzNLSRJ4t1332XXrl2sX7+ezz77rE41G9VoNAwc2o8tqTu5fs6Bl4cPbslNjtmIyuLPrIdG8tHnawgPD8eV40FajBOTXULj9sWUrGLNa99x9/1DGX5PL7l/lSKp1Wp69epFr169yM3N5cCBA7zzzjt4eHjkN6+W6yahaDZau6WlpXH2yGlsCUawuHGo3LQZ2JF2PToAeQm7zz//nMjISJYtWyaapNdwt698OHbsWP6fFQoFTz75JE8++WSRz1UoFMydO5e5c+dWaYxyUqvVuDwVKC0FZ/EpFApcLjdut4RHuJhFVReVpWH7rdLT05k3bx6dOnVi/PjxxY4t7hqpKktg1DRt27Zl374EkBSguJkIUCpBgZkuXdK5775v0OmacuXKFWJiYvjwww/JycmhUaNGdOzYkY4dOxIUdLNsakpKCgcOrEet+Q21Ou+YGg1k5xxjy5ZY7r33hfxyclCwvJycxDWSIAhyy8rKIiCg9Nc26enp/P7VdjyyJPw9NHiotGCBhK+PcWLfES5kJ5Z51cPtVCoV7Xp2pF3P4uv2q1Qq+vbtS9++fbl48SLffvstVquVu+++m44dO4o+P/WAl5cX3Qf24mB6FDFxF+gU1IYss5HrmdfxdXnS/fGRqAMrvzSqUDuU687E8OHDC715SJKETqdj3LhxLFiwoFKCE+qHqKioGtXsUG4mk4klS5YQExPD+vXradeuHZ6enuTk5BQYV9ubjTZs2JAHH7uH44dOc3zveXJzHLRv15Jhk3oS2NiHviM789b//YuUi1m08u+Ow2VDo/RAqVTSMCiUH9bvIrJ/ewIa1ewZil5eXgwfPpzhw4eTlZXF7t27+fHHH2ncuDFDhgyhffv21XoxVtObjQp3lpKSwtnfjhGSpketbABKkNwSyZtiSD6dQKw5AafTyVNPPVWmLy6CUFM5nU7a+rXg7LmTBAQE4HK7MZqMZGRl0dAjAEeAFtPZNHSt7lzWRaidytKw/Ybjx4/z1FNP0bNnT954440SE7DFXSOV9QZQbebr60uHDr05dOgCLvfv6PUq7HY36elGJCmDiRP+md+AulmzZjRr1owxY8YgSRJpaWn5zUwzMjIICAigY8eOpKdfQqP9DQUFVzZoNZBj3UlMzEC6dx+e/7jJZKoRK07ENZIgCHIzGAy0bNmy1OMPRx0gKEmNTqXD5rbjodLicDs5aYrDcDSbec/PJ6JHpyqMuGitW7fmqaeeIiMjg23btvG///2PoUOHMnDgwDq1WlcorEGDBox95B72nD9Mw1YhqC0K+vfqSINBLUXyoZ4rVwJi586dhR7z8PAgICCgRtZoF2ouSZLYv38/f//73+UOpUZITEzkscceIyQkhA0bNuSXM2vbti179+4tMDYuLo7w8PBij1fTm43qdDr6Du5J38GFa5YnJibSpmE3FGlXic3Yh4fKkwDPvAaUCoUCTy9P9mw9yYRH+ld32OUWEBBQoHl1VFQUX331Fe3atWPIkCE0a9asymOoKWW4hLJxu92cOXKaZuk+BWq6SkgkWq9x8KcTzP7LI/Qe1k/GKAWh8jXSBaAP6URqdjouuwO1RUG3hhF4aLTEWeJxZFrkDlGoAmVp2A55Tdtff/11Fi1aVOpVQcVdI9WnBARAWFgYDRs+w9mzfYiP34rEdXr17E/79nPykw+3UygUNGrUiEaNGjF8eF4yITMzk+PHj3P48G4sFi1aLTRq5KJZMxfe3nnJCB8fNWfOfF8gAWE2m8tcFqQqiGskQRDkVpYVeDk5OVgvGdArPNCpNFhdDnIcaey9foJegR0YGNyVS1FnZElA3BAUFMRDDz2EzWZj165dvPrqq3Tu3JkxY8aUWMpPqL2cTic+Ab4MfGKc3KEINUi5EhChoaGVHYdQz9hsNtxuNwkJCbRp00ZkwQGj0cisWbPo27cvK1asKHCTceTIkbz55pusW7eOBx98kCNHjrBlyxZWr14tY8RVKzc3F5dVgbc2kI4NhpCUHYNec3OWq0atITM9W8YIK6Zp06Y8+OCDSJLEuXPn+PHHH7l69SqRkZEMGjSoQCmDW1mtVs6fP09SUhKSJNGkSRPat29fI/pLCFXn+vXreBoUKBU33xcuGa6w/dJeujZsxyPdpmC7kA3DZAxSECqZp6cnDq2ERqWmiV9DfHTetAjKK9fodrtxWh2y94AQqkZZGrZv376dZcuW8cEHHzBo0KBKOX9WVhYtWrSolGPVFjqdjsjI4URGDi958B0EBgbSp08frlxZj4+PDZsNUlNV7N+vZeRIW/44uyMDl8tFeno6TqeTtLS0Gj1hRhAEobqUJQFht9tRWPOSux5KLQZ7NscN55kYOgSdKi+Zmm0ovmRzdfHw8GDMmDGMGjWKY8eOsWrVKvz8/JgwYQJhYWFyhydUsqJ6mApCuRIQjz/+OP/973/zt3/88Ufuvvvu/O3evXtz6NChikcn1Dnp6elEHzhG8rks7BYXpxIOcO+UyUiSVO9rAm7cuJGUlBS2bdtW6Iv3sWPH+Pjjj1mxYgXvvfcegYGBvPzyy/Tt21emaKteQEAAaJIAUCpUNPfrUmC/1WalYZPa3/BeoVAQERFBREREfvPqdevWFdm82mAw8Msvv4BTjTHZiSXbzkV1OqePn2XshFE0bNhQ5t9GqCo2mw2N42byISrxMNfM15nZaSJ6jScOl5OszAwZIxSEyte2bVuOXT9CQ4WSDKuRIJ1//r6rGak09WqEvldj+QIUZHNrw/ZVq1bhcrlYtGhRgTETJkzg1VdfLdfxDQZDvVoBUZk8PT2RpLzVDB4eEBbm4tw5NZIECgVYrS4suR5s2LCO3NxjOBwG0tLU6HStsVrvRqcT5RkEQai/HA5HqXvi6PV6XBo3AB4qLQaHica6oPzkg8Vuxa9pzfosUyqV9OjRgx49epCYmMiWLVswGo2MGTOGyMjIen9PqK44ffo0Xbp0KXmgUK+UKwFx+9Ln5cuXF0hAOByOikUl1ElXr17lty37MV32QKnwQ3JacdkUHPs5hey07UyZPUbuEGU1Z86cAnVnb9e5c2e+/vrraoxIXi1atOBY45NcvygBBS9EXG4XdpuD/uPkW05aFW5vXn3w4MH85tUDBw4kOTkZW4aKmD+ugvtmXeWrZyWMaZuZ//xcUQavjvL29saKHfBgf/JxsqzZ3BcxJv8iPcdiwq+Jv6wxCkJlCwoKok3ntpy+doRryckEefiRbTGRlpGOr1NH18cHi1qy9URxDdu3bNlS6efLysqqN02oK5tSqaRLl3s4cvQYQYF5N9G8vSXMZgV6vZuYmOuEhHTGnPsBkuRGpQan04vsnAts2GDngQeWiWuZO8jMzGT69Om8/vrr9OnTp8gxhw4d4s033yQuLg5fX19mzJjBvHnzqjlSQRCqg06nI6hzUyy/XsVDqSHVmom32jN/f3p2BuMmjpYxwuKFhYUxf/58jEYjP//8M5s2bWLgwIEMHTq01EkYoWaKi4tjypQpcoch1DDKkoeUTJIKNhgTWUvhdpIkEX3gGOZEHUpF3peKpKxzNA1oR4BvMDH7Ekm4kCxzlEJNotVq6TewN/7hLhzOm8v2rfZcrqUlc//jd+PXoO6WHfLy8mLYsGEsXbqURx55hIsXL7J923Z++WUnZkdmgfddBQriDqZz5sQFGSMWqlJAQACuxhoOXz1NYvZVJoYPz/+slSSJq6lXaT+2h8xRCkLla9GiBXfNvJvc5ko8G/og+aroM3IAQ9+4D32PRnKHJ9RRNaUpcm3VrdswQppMIjk5B4vFiZ+fi+RkN/Hx1/H374vOcz+S5M4f73Ao8PR0k5q2mfPnD8gYec115MgRpk+fTmJi4h3HXLx4kccff5wZM2Zw9OhR1qxZw8cff1xoZbUgCHVHvxEDsbRR43A6yXaY8FBpsTntJF1PocPYngS1qPnXSn5+fkyfPp2///3vaDQaVqxYwfr168nMzJQ7NKEcnE4nkiSJMutCIZWSgBAJB6EkmZmZGJMdKP58yUmSRFrOZRr5tgAg0L8hUVuPyBihUBOFhYVx3+wJ9JoUhq6xDbdXDi06NGDJO4/Sd3QHucOrNgEBAURGRtKhWV+C1M0xuzK4bI0m15WVP0aj1hG9K1bGKIUq56niSE4so5sPQPnn567VbuNcYhxtR0fiHeIvb3yCUEV0Oh02ycHkZ2Yw6LmJhE7uKFY+CFVKkqQCvbiEslEoFIwbt5gpUz7G27sX3t6BuFwtmTLlYwICtAWSD06nAodDiUbjxtdXRXT0FzJGXjNt2rSJ5557jmeeeabYcV9++SUjRozgnnvuyS/x+fXXX9Ojh5igIAi1gd1uL/NNW51Ox/jHp9Lq7i5kSSasWieuph6MeHEKPaZVTl+k6qLRaBg+fDjLly+na9eufPjhh7z77rtcvHhR7tCEMoiLi6N169ZyhyHUQOUqwSQIZWW323Habs7Yzsy9RoBXo/yGqhqNFmNW1p2eLtRj/v7+jBo3nFHj5I5EXp6enpgNFjyUehpq22BxGclxpeOlyqvr6XI7cJhFMriuOnHiBPv372fZyte4ePIcF45cArMLna8nfRaMpmHrELlDFIQqZbFY0Ov1coch1BNiclXlaNKkExMnvkVubi7vv/8+vr4tcTiy0OSVJ8diURIT44/Ow4VGI6FUKrDarssbdA00cOBAJkyYgFqtLjYJcfLkSfr3789f//pX9u7dS2BgILNnz2b69OnFHt9kMhXYFuWUBbvdjt1uz9++/TUiVA2j0Yifn1+Zn6fRaOjSJ5J133zO0Jlja32fSIVCQefOnencuTMpKSls2bKFL774glGjRtGrVy9Rpq+Gi4mJoVOnulUqW6gcIgEhVAu9Xo+kcuZvpxgu0CLo5puSxWqmYYva31BYEKpK06ZNUd5SClOj9MThtOZvW21Wwtu2kiEyoarFxsayefNmXnjhBTw8POg2oCfdBvSUOyxBqDYul0vMRheqjcvlEgmISubl5YXFYsHX1xeFwueWPQqyszUo/SU0Gjcmk5PwNmGyxVlTNWjQoFTjjEYjn332Ge+88w7/93//x7Fjx5g3bx5+fn6MGXPnXntDhgwpsD1r1ixatGhRkZCFWm7NmjWsWrVK7jDqHYPBUO7+Q97e3uTm5uLlVbdKFIeEhDBv3jxMJhO//PILr7zyCn379mXEiBF4enqWfACh2p07d47x48fLHYZQA5UrAWGxWBgxYkT+dk5OToFtq9Va1NOEeszX15fGrX25nGpFoVRjshnw0d1MOKRfT2X6omEyRigINZtGo2H43X359M1t+Hr5o0KDU8qbmZRtNhDg1Zged7WROUqhssXHx/PVV1/lJx8EoT5KTU2lcePGcoch1BPZ2dnlmoEqFE+j0SBJEh06TODosYN4e6swm53kZKtxuWwkJ5tRKu08PFM0TC4vrVbLiBEjGDp0KAC9evVi0qRJbNu2rdgERFRUVIGeJ8nJyRw5Ikrj1mfz5s1jzpw5+dsmk6lQokqofOVNQNjtdq5cuQLA1atXad26dZ1bNert7c0999zDxIkT2b9/PytXriQsLIzx48fTsGFDucMT/uRyuXA6neJ7q1CkciUg/vGPf1R2HEI9MGhYf9KSthF/6hLB3qEA2B02UtNTGDqpJ02aB8scoSDUbH0G9cB4zcamT38DhYQTB5nGDBr7NeP+RaPxDRazQOqSK1eu8Mknn7B48eI6N5tJEMoiMTGRZs2ayR2GUE9UZAaqcGdhYWEkJSXRv/84rl07yq5dn+J06gEFDrsH6WkuWrUawrVrTgIC5I62dmrdunWBsjmQdzNIkqQ7PCOPt7c33t7euN1ukpOTOXv2LImJiZw9e5aWLVui04meO/WNVqtFq9XKHUa9k5WVRUAZ3wATExOJiYnB38MHjUqN5Xg6v5z+nrDe7eg+qO6tmFapVAwcOJCBAwcSGxvL559/jiRJjB8/noiICLnDq/cSEhLECjrhjsqVgAgLCxPNrIQy8/b25v5HJrLitTdoognF7EzDt4GeuY9OpEV4qNzhCUKtMGpaf/oM7Ub0rxfY9Ovn3D92Ol2GhonkQx2TmprKBx98wLPPPouvr6/c4QiCrJKSkujYsaPcYQj1RFZWlkhAVIEWLVqQkJBA69at6dBhKsnJKSRd2UNamguAjp2UqNWH+OOPT2jQ4HmCg8XEpLK6//77efTRR9m8eTMTJ04kOjqaLVu28NZbb5X4XJvNxoEDB/D38KGBWU9KrgeOswb2xkXRuU+kmGEsCNXAYDAQFlb6MnQGg4EzZ84QpmyAefdVdEotfgYteo0nid8eQ5vlptPE3lUYsbwiIiKIiIggPT2drVu38tVXX3HXXXfRv39/0SdCJqdPnxbX7MIdlaug7mOPPVbZcQj1hFKpRKmGZ155jKdfe5i5z00RyQdBKCO/Bl6MeKArHXu2pt2QwDqRfIiNjWXOnDn07t2bAQMG8Pzzz5OZmVnk2KioKCZMmEC3bt0YO3Ysu3btquZoq1ZmZibvvfceTz31FIGBojeOICQlJYkVEEK1Kc8MVKFkLVq04NKlS0iSxKlT+1Br/iCkiRIfHzseHm7UKgVILnItW4mO3il3uLVGZGQkP/zwAwD9+vVj9erVfPbZZ/To0YMlS5bwwgsvFCiVfCdHjx4llCC8DubiiM/GZbDhmeiiaZwXR3/cV2hlhSAIlc9oNJYpAX7mzBlCAxpj3n8V3OCh0v5/9u47PIpqfeD4d3ezm0oaCYTQQ0moJhA6SC/SpAjYEBAVroKKSlFs2L12saFg++FVrxRFBCkCQSmhd0LoCQmkt02y2c3u/P7IZWFJhyS7Sd7P8+SB3ZmdfWd2zsyZeeecg7OmoOVKA+/6HF21m/zUmt89ur+/P9OmTWPBggVkZGTw0ksvsXLlShk83Q5OnjxJmzZt7B2GcFA3lYAorRnnzUpNTWXw4MFERkZa34uKimLKlCmEhYXRs2dP3nzzTfLz80tYinBkhw4dIjQ01N5hCFEj1KtXj6SkJHuHccsMBgMPPfQQYWFh/PPPP6xdu5b09HSee+65QvNeuHCB2bNn88QTT7Bv3z5mz57Nk08+SUJCgh0ir3iZmZm8//77PProo/K0oRD/o9frqVOnTukzClEB0tPTJQFRCQICArh8+TJ5eXmkpu5GRcH1pLu7CWfna9d2WieFixc32itMh3fq1Cm6detmfX3w4EFGjx5tfd23b19WrlzJgQMH2Lx5M3fffXepy8zOziZfn4dyKB1uuMxXq1R4XdJw9nB0Ra2CEKIY5e0CMDs7G2JzwVLw2t3JFSd1wZP/KpUKjU5D6o6LlRCpY3J1dWXkyJEsWrSIRo0a8cEHH/DFF18QHx9v79BqBUVRMBgM0nWwKNZNJSBUKlVFx8H+/fuZNGkSMTEx1vdSU1OZOnUqPXv2ZM+ePfz3v/9l27ZtfPfddxX+/aJq/PPPP/Tu3dveYQhRI9SrV69G3HiPj48nJCSExx57DJ1Oh4+PD5MmTWLv3r2F5l29ejXh4eEMGjQIJycnhg8fTpcuXfj555/tEHnFysnJ4d1332X69Ok0bCgtw4QAsFgslVLvFKI40gVT5dBoNCiKglqtJi8v+br3LXTqdNlmXqOp6BaQonJkZmbikkKh5MNV3m51uLznbJXGJERtZDAYyjXmiqIomLOutU4a07S/zXSL2YI5Pa/C4qsuNBoN3bp144UXXmDw4MH88ssvvPXWWxw5cqTSHqYW0mJZlO6mxoDIzc0ttSnnX3+Vvens6tWr+fjjj5k7dy5z5syxvv/rr7/SrFkzZsyYAUCjRo34+uuv5UK0msrLyyMrK0v6dBWigtSrV49Dhw7ZO4xbFhQUxNKlS23e27BhQ5H9R545c4bWrVvbvNeyZUuioqJK/I4bm+A62uB6eXl5vPvuu9x33300b97c3uHUCkaj0aZLCWmm7ZgSExOlNZCoUtICovL4+vqi1+vx9q5PVtYp6/tq9bUbQnq9mbZt5TxYlTQaDXkZuUDRLc3yzWZU2eaqDUoIUSo/Pz9yr6RydbSDOlp367R8ixlNPrjVq91jybVo0YInnniC1NRU1q1bx4oVK+jbty+33347Wq220PwWi4VLly6Rnp6Oh4cHjRs3LnI+UZiM/yBKc1MJCK1Wy6xZsyosiN69ezNq1CicnJxsEhBHjhyhdevWvPjii/z111+4uroyfvx4a0KiOI5+o6m22r9/P+Hh4Xb5brnRJGqimtIF0/UUReHDDz9k69atLF++vND07OxsXF1tx7xwcXEhJyenxOX27dvX5vWsWbOYPXv2rQdcAUwmE++99x5jxowhODjY3uHUGkuWLOGTTz6xdxiiFPI0lahqBoOh0HlGVIyrA1EPHPgoy77ejIe77aWoyWQhL89I797/slOEtVPdunWJytNTv5gEREJqIs3CWlVxVEKI0gQHB7P17GZ8AafrOjdRFIXYxEu09m6Ke5cA+wXoQHx9fbn//vvJy8sjIiKCV155hXbt2nHHHXfg5eUFwJUrV/jrr7/Iy8jFEpONMTMXlZuWvhMH07ZrRzuvgeM7ceJEqfdqRe12UwkIJycnxo4dW2FB+Pv7F/l+RkYGmzdv5uWXX+aFF17g7NmzzJw5E51Ox/Tp04tdniPfaKrNdu7cWeLvVpnkRpOoiby9vUlPT7d3GBVGr9fz7LPPcvz4cZYvX17kzXhXV1cMBtvB1AwGA+7u7oXmvV5ERAQeHh7W146SlDabzXz44YcMHjyYjh2lYluVZsyYwbRp06yv9Xp9ofqDsL/Y2NhCrZ6EENVTs2bNiI6OplOncYwft5AVK97CYDCTlm7CbDbj6mLhvvvexMdHbnZXJY1GQ1DPtpz75TBBDZrYTEvTZ5CdkkXTQfJUqxCVyWQyodFoSp/xOu7u7vQc2Id/Uv7CfCwNF50LxnwT2Zl6Wng0pPUD3XDyLXuXTrWBs7MzQ4YMYfDgwRw6dIhPP/0UT09P+vfvz549e3BLVWPcnYxGgYJHEUysW/QftLMstLoj1L7BOzBFUWTMNlGqm0pAVFW/aTqdjg4dOnDXXXcBEBISwv3338/69etLvJHtqDeaarPc3FwMBoPdmrTLjSZRE9Wk7uhiYmJ4+OGHCQwMZMWKFfj6+hY5X+vWrTl+/LjNe2fOnKF9+/YlLt/Dw8PmvOAILBYLn376Kd27d6dLly72DqfWkdaR1UNsbGyp3X4KUZGkf+jK07RpUzZuLBhgumPH6fj4hPPNNx/Tu3dbfH2a0arVA7i6SosnewgJb0d+fA5H1x0gz8VMZk4Wx89E4WJyot9DI9DWlVZBQlSmjIyMmxp/yNfXl1Ez7uLK6Usk7bqAWq/QMKgRdboFSvKhBCqVirCwMMLCwoiJieGrr74iJSGZxsme1Fd521xn+7h4sn3Zepp3CwG5dCjS5cuXCQiQ1jaiZDeVgBg9enRFx1GkFi1aEBkZafOexWIp9cLAEW801XZ79uyha9eudvt+udEkajKLxYJarS59RgeVkZHBlClT6N69O6+//nqJ6zJ69Gi++eYb1q1bx5AhQ9i4cSN79uxh4cKFVRjxrVMUhaVLlxISEkKfPn3sHY4QDisjI8PaNF6IymYymXByuqnLI1EGderUsekG1dW1If7+4fTrK10uOYL2o7vQumc79qyKIOlUFr36345PzyZyE1OIKpCenn5TCQgouJneoHVjGrSWBO7NaNKkCe3atcNAClFJJzljjqex2p+mmoIxyNQqNRm5WaTvisWlbwM7R+s4TCYTFy9eJDExkSNHjlC/fn3MZnO5W/KI2uOm7lgtWrSoouMo0vjx44mOjuarr77CbDZz6tQpli9fzp133lkl3y8qzq5du+jRo4e9wxCixvHx8SEtLc3eYdySVatWER8fz/r16+ncubP1aZSwsDAAwsLCWLNmDVCQmP70009ZsmQJXbp04bPPPmPx4sXVbuDm5cuXU79+fYYMGWLvUIRwWPIkuqhqMgB15XNycsJkMtk7DFEMnZ8bgYOC8evcGP+RrSX5IEQVuZUEhKgY2lw1wZpG9HRqg7uq8LEvP9VQxKdqp7S0NP755x/y0nNplO1N0ql4vNN0bFu/pdSxGUXt5dCP+LRo0YLly5fz73//my+//BIXFxfuueceJk+ebO/QRDno9XoURZH+4ISoBP7+/iQlJVG3bl17h3LTpk2bZtNF2o0OHjxo87pPnz7VutXAihUr0Gq1kkwXohTJycn4+fnZOwxRi6SlpckNoErWsGFD4uLiaNasmb1DEUXIzs4mNjaW5ORkkpKSih2rUQhRsSQBYV/169cnxjkFKGjx4KfytE6zKBbcdK641pP7WVDQ+8KhQ4do4dKQvB2J5CmQmZZBo0wvDClGdiT/xeCpo+wdpnBADpeAOHXqlM3r2267jR9++MFO0YiblZOTw4ULF8jJyeHkyZN07tzZ3iEJUSPVr1+fhIQEQkJC7B2KKIN169aRlZXF1KlT7R2KEA5FURSSkpK4fPkyZrMZPz8/EhMTadKkSekfFqKCpKWlSQuIStasWTMuXLggCQgHY7FYOHz4MHnpuZgv6lElGjm36RgnfSH89m64ubnZO0QharT09HQCAwPtHUat1blzZ84ci0Z9SkGN7TiL6bmZ9G4ejnuXAAzk2ynCW5Oens4bb7xBREQEFouFLl268PLLL1OvXr1yLysuLg5fVy/yIhNBgTRDJt7OBckZF60O84nLJJ27jH+QdFclbFXfTsOFw4qOjubvbbuIPZZOcpSFfbsOYcg2cebMGXuHJkSNU69ePRITE+0dhiiDLVu2cOHCBaZOnVqjBhAX4laZTCZ27drF5fNx+CTp8IvTkb4vjohNW4sdkF6IyiBdMFW+5s2bc/78eXuHIW5w7NgxXNNUNIrW4ZqooM2Bhpl1aHBax47//oXFYrF3iELUaNICwr48PT0ZPm4kSsc6ZBiyyDUZyDToSc/NIrRhO9o/2Kdad0k3e/ZscnJy2LRpE1u3bkWj0fDCCy/c1LJSU1NxTQb+11Pq2bRYgryvjT/i4+lJ/N+nKyBqUdM4XAsIUb3Fx8dzcv8F9OedUSwmDKYM8nPUZJ304GjOWTw8PAgICLB3mELUGPXq1SMpKcneYYj/MZlMxMTEcOXKFVQqFTqdjhYtWnDy5EkOHz7M448/LskHAYDZbGbq1Kk0bNiQt956q8h5fvzxR7799lsSExOpV68eDzzwAPfddx9Q8LRq586dURTFZp/asWNHtXtS9dChQwQqvjgd0oOSDYAvWoyxWSQejsXcTQa0E1UjLS2NoKAge4dRowUGBhIXF2fvMMR1jEYjGVdSaX7ew3pD6SpXrTOecWouHj9L8w6t7BOgENWQoigkJiaSkJAAFHSbGxAQUOx1gCQg7K9hw4ZMW/gvzh05Tdw/0bianAhq3RKfnk2qdfLh2LFjHD58mJ07d+Lh4QHAq6++WuI9BL1eb/Nap9Oh0+mAgrGc8jKyubpFTqScYVzrwdZ5TflmnDNlrKeaxmg0YjQara9v3EfKQhIQokIdO3iSjDMa1P87r15KO00j31YoFsg858TRuicJGCYJCCEqio+PD6mpqfYOQwAGg4G9e/cS6BNAsNIQi96EUWth/a9/cPLcKV566SW5iSqsPvnkE/bt20fDhg2LnL5582bef/99vvrqK2677TYOHTrEI488gp+fH0OHDuXMmTOYTCYOHDhgvSCojrKzs8nPMuJ0Wl/oxldWXjYNUt25ePwcQR3lxpeofHIDqPI5OTnJ0/QOJjU1Fc8sXaFj8FX+Xr5c/OeUJCCEKCODwcC+ffvw1LrjneWCOdtIfNQZTtU5Sbd+PXB1dS30mdzc3CLfF1VLo9HQKiyEVmE1p3vjI0eO0LJlS/773//y448/kpubS58+fZg/f36xn+nbt6/N61mzZjF79mwAGjVqxIFdF2iEF7kmAxbFgofu2sNPycnJBIe3rZyVEXazZMkSPvnkk1tahiQgRIVRFIXzx69gMbiRa9KTa8wmJvkktwePB0CjciLmRCIMs3OgQtQgarUaRSnmilFUqSNHjtBM1wDVjnQM//tJzqRe5MT5wwzo35+cnBw8PT1LXoioFXbt2sXGjRsZMmRIsfMkJCTw8MMPExoaCkBYWBjdunVj7969DB06lKNHjxIcHFytkw9QcOOrTpaW7LxcErNTSMhOoZFnAA3rFPRJ6+fpy6WdpyUBIaqEDEJdNTw9PcnIyLB3GOI65mwTUPT5RKVSYc4yFjlNCFHYgQMHaKoNQHUoHZRs1EB9XPFMULMzcQsDHhhubQlhsVhIS0vDaDSSn5+PVqu1a+yi5snIyODUqVO0b9+e1atXYzAYmDdvHvPnz2fJkiVFfiYiIsLaWgKwud7w8vLCpbkXyTvTOJd1ifZ+ra3T4pOvUMfsgk9PGcOtppkxYwbTpk2zvtbr9YUSVaWRBIQok/z8fNLS0khJSSE1NZXU1FTr/69vehNz5gpezvVw1XrgqvOgU7OBOGmunURzMvPsEb4QNd6N3bCIqmUwGMjXG1GdTrc+QXgxPZ4/z/7Dw2ETMCXlc+ZwFJ36dLVrnML+UlJSWLhwIZ999hnffvttsfNd7Wrp+s/t3buXZ599FoCjR4+Sl5fH+PHjiYuLo0WLFjz99NN06tSpxO+/sbms0WjEyckJDw8P1OrKHRrMZDJx+fJl4uLiiI+P59KlSyQkJGBMycFb5U59j7pYFIV0QyZ1dG54uXhgUSwoemnGXZkqokl1dWcymUhKSiIrKwuj0Sg3gCrZ1YGoi2sBJqqWj48PF3NPUA/3IqcnpiUT0EwGExWiLNLS0nBWtP9LPthOc9U6ozufx+XoWAKDm3D69GliTp3HORX0l9P5a8ka/Ds2Jqx3eKXXyUTtcTV5sHDhQpydnfHw8ODJJ59k4sSJZGdn4+5e+Njv4eFhk4C4Ubf+PdmTFMGu1QcY1bwfsUnxpKem4auqQ7fpg6p1l1WiaNd3w3WzJAFRyymKQmZmpk1C4eq/aWlp1ierNRoNPj4+1K1bF19fXxo2bEiHDh2oW7cu7u7u1huf376/GkuGOzqtc6HvMpry8PSuU6XrJ0Rt4OHhQUxMDA0aNKj2T0NXV3q9HudkBRQwWyzsjT/KnvijPBR2F85OOpyddFw6egn62DtSYU8Wi4W5c+cybdo0QkLK3rQ7KSmJGTNm0L59e0aOHAmAi4sLHTt25IknnsDLy4sffviB6dOns2bNGho3blzssq4+qWKxWGge0ITpw+4jKLAZmUY99W9rStuuHW7poldRFFJSUoiLi7P+JSYmYjabcXJyokGDBjRs2JCQkBAGDhyIq6srf3/7JyFKwY3I82mXOJVynsv6JBp4+HMlNZHANvIUVWWqiCbVlaks46VERETw7rvvEhsbS4MGDZg3bx79+/cvddmKonDq1CmSky/g4hJDXl4cO3d+jJtbKF26DJRzaiWRBIRjcXZ2xqdtAEm7UvH39LWZZjDlcTk+njtmlF6ehBAF3c94ZepAKXh4Ij4rkQR9Cq3qNsVD50ZdL18u/XOaDEs2GVEJNIlxw2y24GrR0SK/PikRifx9cSN9J0u3EaJitGzZEovFgslkwtm54D7d1a4Qb7YnBbVaTfDQUBqf2U2LVsGY042E9uqMZ/eGknwQxZIERA2Wm5tbZGIhJSUFk6nghKhSqahTp441seDr60vz5s3x9fXF29u73P2V9x/djW/e+p2gJq1tbmBYLGYuxp3j4aljK3QdhajNkpOT+evPbUQfucCHR5fh6+tL+O1tGTisn9w0qWI6nY6s5AzOxEWxL/4oYQFt+Vfnu9FqCk6zJnM+Kr3ZzlEKe1uyZAk6nY7JkyeX+TOHDh3iiSeeIDw8nDfffBMnp4J9asGCBTbzTZ8+nVWrVhEREcH9999f7PIiIiJIT08n7fhlWmT6XTtXu9Tnyq5Edl/YSs+7B5YaV05Ojk2SIT4+ntzcXFQqFXXr1iUwMJCGDRsSGhpK/fr1S6xP+HdsQvyWeALr1re+d1mfjJfOg/QrqXSffUep8YibVxFNqitTaeOlXLhwgdmzZ/P+++/Tr18/Nm7cyJNPPsnGjRupX79+kZ+5Kjo6mtzco9Tx3IxiMaNWZ1Ov3jn02afZvPkkd9wxR1oXVoJmzZoRERFBr1697B2K+J/QXuHsurSFk4eisbiqyMs3cv5KDKkJKfS8bxDO/kW3jhBC2FKr1eRlGtBaVGw6t5NLWVcIqRvEihMb0Jty8NLVIcDLn/o+ObSK9QEFsk05eOgKxn+oW8ebM0cukHTuMv5B0vJI3LqePXvSuHFjnnvuOd58803y8vL44IMPGDRoUImtHEqzY8cObh/Yj5Y9wiswWlGTSQKiCPn5+ZhMJnQ6nUMOGFpSd0hZWVnWCyUXFxdrUqFu3boEBwdbEw1XM58VrWnLQAaN7cG6n/7Gp643rs6u5BpySUtNZ8S9t9OoeckXgkKIsklOTubrT34i7lAuRsUZE3koaWbWntrL+ah4HnnqfuuNSlG5TCYT//zzD7/v+Z2+gZ14rMt9OKltzx1xSVdoFCxPcdd2v/32G4mJiYSHF1TUDQYDUDDg9L59+wrNv2LFCl577TUef/xxHnzwQZtpH3zwAUOHDqVt22uDvBmNxlLP725ubpw5Fk2w3h+V2vbGaoBvPdJPnbZe9Obn53PlyhXi4+OtiYarg967ublZkwzdunUjMDAQNze3or6yVB27h7I/LpNDO45hcrGgN+RwLiOGUNeWDH5wNNq6MihjZaqIJtWVpSzjpaxevZrw8HAGDRoEwPDhw1m1ahU///wzjz/+eLGfM5lMJCaew9NrMygWjEYFna4gIefhriE1ZScXLvSlefPOFbtSAm9vbxkDwsGo1Wp63TOI9F7J7Fi5hbxUEwFtmtB99h1yDBaiHOrXr89fSXvYdXAP4Q3aM7RFL1QqFb2bdEJRFCJPHyRRo+fvrdvZlmWkvntdvF088dBdS/IF1K3H6U2H8Z8hCQhx67RaLf/3f//HW2+9xdChQ8nLy2PAgAEsXLiwXMtRFIXExEQSEhJQFIWdO3fy4osvVlLUoiaSu1PXycnJYd/uQ1w4nojFqELlZKZVaEPCe4RVyYWZoihkZWUV2WIhPT3d2kzqandIVxMLgYGBdOjQAV9fXzw8POz+pFbvER3p0LUlO/44RmpiBi3qN6Ln8PZ4+d/cjQkhRGF/bYjg0qFc1Co1TjiTp2QCoHVy4fC2Cxztd5Kwrh3sHGXNlpeXx8aNG4mMjGTgwIE8N28BR7/5G25oypqcmUr6lRS6zR5qp0iFo/jzzz9tXl9txVBUtzIbNmzg5Zdf5vPPP6dPn8J9d0VHR7Nv3z4+/PBDvLy8+PLLL9Hr9QwePLjEGJKTk/HOdkHFtbpChiGLK1lJXM5K5lL6ZX59axuejXzRaDQEBATQsGFDWrRowe23346vr2+F1zNUKhXhd/Ulp3cY23/ehDovCZWnlrGvPCg3vmqxso6XcubMGVq3bm3zXsuWLYmKiipx+ZcuXUKjOQdKQf1ar7dQp8611rv169fhxIkVkoCoJGq1GrPZsVoGyngo4N3EjzZ3hpOxO59Wk+SpViHKw2KxEBERwd9n9jKq+e208LPtEjM9JxO3XCeGPDCCtIPxeKU7kZCdwpn0GNrWbWGdT6vRkJ6RXdXhixqsfv36fPDBBzf9eaPRyJ49e6ijdccny4WUhCS0uSp2bdlB177dixxHQogbSQLif3Jzc1nz42bMiV646f6Xac6Hs//oiTnzJ+MfuOOWBqQzGAxFJhZSU1OtFd2r3SFdTSzcandI9uTl78bwqTLYqhCVwWAwcOpADGpVwY0SLS5kk2Sd7qJzZ8ua3ZKAqCS5ubn8+eefHDhwgMGDB7No0SLr8dk8LIejK3ah83BBq9Wiz8zCw+JC3+nD5UaqKFVYWBiLFi1i9OjRfPLJJ5jN5kJPcI8aNYpXXnmFN998k7fffps777yT3NxcOnTowDfffIO3t3eJ35Gfn482/9pNVn1eNr+e2Ew997oE1PGjRfMupBqzGDhvXGWsYoncAjxpNrQdmUfMZJwySpmpxcozXkp2djaurrb7iouLCzk5OSV+bsyYMcyd140e3Qsumt3d1YSGXuu3WK1WYzAk3uQaiNIEBgZy+fJle4dhw9HHQxFCOK6kpCSWLFlCaGgob77zNntXbufY/ij8/fxQAUnJySj6fHpNHQrNPYjddwZvlRcBHn4EePjZLCtNn4Ffy3r2WREhinDgwAEaa+qhOZQJSjYHzx6kl29HGp9zZVfSVgZMHi4Dp4tSSQLif/bvPkx+oicuOtsBU1xdPMi8ZOLogZN06tax0OeudodUVGLh+qdmru8OydfXl9atW1sTDZXVHZIQomYymUzkZecDBSd5Dc4YlRzylCycVXVQqdRkZeTaN8gaKCcnh7Vr13Ls2DGGDRvGokWLClW0mg1sR6OwFqTsuIghWU+d+t4yGJco1o0tHw4ePGj9/++//17iZ729vXnzzTfL/Z3u7u7Em+KpS8ENWw9nd6Z0ujY+U3JGKr717NsdT2ZmJp6ennaNQdhXecZLcXV1tXZndpXBYCj1abzNmzdz4sRyIAYAFxc1DRpcO6anpmbj59ey/MGLMrk6ELUjcfTxUISo7aKionj77bc5fvw4Wq2WXr16sWDBAnx9fQvN+9BDDxEZGWnTJe1HH33E7bffXqExKYrCtm3b2LZtGw8//DCNGjUCoOfdA8nqk8aFLScwp+fRoXcn6vUJsl4TqBu6knssD1et7b2gfHM+CQkJdJ0lLaeFY8jMzERjVKE5mQn/a+h/KuU8A5v3QKNW4xqTz6WTF2jSLsi+gQqHJwkICp6yOnskHnfdtcHtFEUhLz+X3LwssvOy+G3FIaLPnyA1NZW0tDSb7pC8vb2tLRYCAwNp3749devWdYjukIQQNY+rqysuHjqyE/KBgtZT9dVtSbJE4akORGfxxL9egJ2jrDn0ej2///47UVFRjBgxggkTJpR4bHfydaH+qOAqjFCIsvPy8uKCnxrDBSMuWttEg6IonI85z+1P32mn6ArExsYSGhpq1xiEfZVnvJTWrVtz/Phxm/fOnDlD+/btS/wOf39/fHy6kJl1Fs86tq2cTSYLFy5e5J67y5/kE2XTrFkz1qxZ41APYjnyeChC1HYGg4GHHnqIiRMnsmTJErKzs5k/fz7PPfccX3zxRaH5jx07xrJly+jatfJ6ZcjIyODLL7+kadOmvPjii4V6rKjT0IcOk3sV+dmu/Xqw/fJG3GIy8ff0Ra1Sk5qVTtyVeLpO6CcDvwuHkZKSQp1MJ2s3w5ezkqjnXhfN/x7E8/esS9zOM5KAEKWqFQkIi8WCoijFdmFkNpvJz1NAAylZl4m+fIBsQyauOg/cnD1w1dVBpXKiU6dO1K1bt9p1hySqn9TUVCZNmsRrr71Gt27dAPjjjz/45JNPSEhIwN/fn6lTp3LPPffYOVJhD05OTvQcFMqKqO04awvGVtGotNRXtyNJiQZTKiPuvvbUqKIomM1mNBqNJEX/p7TzAhQ87fHbb79x7tw5Ro0axd133y3bT9QIoT06s+fKduqnuuHvWReVSkVWrp7TF87SenAo7g287BaboijExMQwatQou8Ug7K8846WMHj2ab775hnXr1jFkyBA2btzInj17yjS4YpcuA9m8+QSpKf9Qv74XGo2K1LQcLl68yO19HqVOneYVs0KikMaNGxMbG0tQkNywcDQWi8X6sJ0QjiI+Pp6QkBAee+wxNBoNOp2OSZMmMW/evELzxsbGkpGRQdu2bW/pO0u6Xti9ezd//PEHU6dOpUWLFkV8umSurq4MmjKSC8fOcm77ccxZRvwb12PYw3fbtR4mxI1UKhXGTANmRYtGpWbTuZ0MDuppnW62mLFkGUtYghAFanQCIjU1lSMHjnP5dAZ5OWZUTha69m9Pm46tbOYzm83EJJ8mIeFvvNz8aNuoO15uda3TLRYL2Zr4QgPcCVEZ9u/fz4IFC4iJibG+Fx0dzcKFC/n2228JDQ3lwIEDPPDAA7Rq1cr6dKCoXfoO6sWZE7Hs3xSNi3Md1Co1+eZ8nPP8adzJjW07NnFPk3s4evQoh/YdJeZkCnnZ+bRq1ZI77x+Ef0Nve6+CXaSmphJ96CSG8xmQa8asUWjRuy3NOlzrZiMtLY1ff/2VS5cuMXr0aO6//35JPIgaxd3dnV4TB3LuyGmO7j2HJceEm6cHXR8dgncTv9IXUAlSUlI4uf8YZ/acJCUlhbObj+Lr7EVQh1alf1jUOtePl9KiRQs+/fRT3n33XRYuXEjDhg1ZvHgxzZuXnjzQarUMGzaH2NgBHD/+Xwx5ifjVbcW997yFh0ezyl+RWiozM5O9ezeTmHiBvLzzfPPNMcLD76F9+z5yvrWj9PR0og4c5+LBM8TEnuevrDU07xVCUEe5Bhb2FxQUxNKlS23e27BhA+3atSs079GjR3F3d2fOnDkcPXoUPz8/pk6dyl133VXid1ztQjs9PZ2zR6Mxx2ajNoJZo1jLQnZ2NsuWLcPT05MXX3zxlsYJ1Wg0tLitNS1ukzLmqIxGo3XMVsCmm/XaID09nZhT54k+cYy2DVtxOTkBo9lEgzr+1nkSUpJoFir1dVG6GpuASEhIYO+2Y+QneuOp9gSXgkTCtp9PcCEqgTsm9iYuLo4///yTmJgYGgU1paFLW3y96hdaVnLaFW6fUHIzbiEqwurVq/n444+ZO3cuc+bMsb5/4cIF8vPzrU9hqFQq65MfonZycnLi4SfvpVf/02xavYOstBz8AxowfFI/mrYMZP369SxYsIAAz+Zc2JuFYiloMrnj/EEi/zrK7OcfpOPtTe28FlUrMTGR6O1HCcqsi87JG+oUnBfOrz1F6ukrNO3bhlWrVpGYmMjYsWNt+oEWoqbR6XSEhLcjJLzwhXtVS0hI4MiGvQQmudPI7ItOraWjNohzP+4n7dRlOt9Vsf01i+qnpPFSAPr06UOfPn1uatkqlYomTUJp0iT0ZsMT5ZCWlsbvv3+AomzC27sOWq2Czvky2yL2EhMzgREj5ts7RIdVVAvp4kRHRzNhwgS+/PLLUueFggF0o7Yd/l8dKZAs5zQ6uDTn/B9nSIm+Qhc5DgsHoigKH374IVu3bmX58uWFphuNRkJDQ5kzZw6tWrUiMjKS2bNn4+7uzh133FHscvv27YvZbGZEp0E8M+hhXJ3rg3PB9cKFdWfZF7GHIwlR3HvvvbfcukJUD0uWLOGTTz6xdxh2kZyczMktB2mR5YfFvSEe7u4cP3WGfp16EZedREN3f9KzM8lKyqTRgBB7hyuqgRqZgLBYLBw7dBIluS5a9bWnaNRqNY0CGhOxaRM7D2+kXoA/w4YNo1WrVpjNZlZ+u57UC4l4e/qhVqsxW8wkp14hIMSddqGSlRaVr3fv3owaNQonJyebBETv3r0JDQ3lnnvuQaPRYDabmT9/Ph07Fh4Y/Xo3Zuilb9uaRa1W0z4smPZhhccbaNSoEXV9/Nm3Zx8+luaoKXg6x1nrSp4pl//7aC1PNb0blbOpqsO2C0VROHXoJMH6eqg11wYZVavVeHl5sXzNapwP/cXE++4mOFjGbxCiqiiKwtG9h2mS4mktm/XcfXHSaGharxFRO07Tomtbu7XMEEJUrB07/kSl2oyTVoW3t5nsbDUqlYq6dXVER/9Ehw5DJRlUhKJaSBcnNzeXp59+utDg7MVRFIWogydonV0PjdO1rmbUajUtApty9MhJUsMT8W1W76bjF6Ki6PV6nn32WY4fP87y5cuLrLePGTOGMWPGWF/37t2bMWPGsH79+hITENu2beP4viN0SG6ARn2tLJgs+exOOExSRgqPzp9NYHCTCl0n4bhmzJhh81CaXq+nb9++doyo6pw8cJzWOfXROGloG9CKrad2kZdrwNvVi3j9Fa6cikeXq6bPg0Otg6sLURJ16bNUPykpKZgznVFzLfmQbchk35ktrNv/Pa7uzrSu34XZs2fTqlVBUyGNRsNd04bTfUxLsjXxJOVeINfpCv3v7sC4B4ZIc2BRJfz9/XFyKpwXNBqNNGrUiG+++YbDhw+zZMkSFi9ezD///FPi8vr27Uvnzp2tf0uWLKms0IWDOXnyJDpDXTzNDUl1OkM+1y5CnbWuJKXHseCRN2tNBSolJQWvbB1q1bXTXqI+hW/3r2LFsT8ZFNyboU17S/JBiCqWnJyMSyo2ZbO++7VkQ2C9AKI2HLBHaEKICpaVlUVKyi40/6vqennn20z38XUmMvJrO0Tm2FavXs0zzzxj83BSSRYtWsSgQYPKvPzY2Fhc01RoVEWPi9UssDHRfx0u8/JE9Wc0GtHr9TZ/jiAmJobx48ej1+tZsWJFsfX2FStWsH79epv3jEZjqYPe5+fn45vnbpN8OJsaw0c7v6NjQDDTu07g4t+nbn1FRLWh0+nw8PCw+asN0tPTcc/UWM8LarWaEynnuKf9CEgx4mVyxdnNhcFv3IN3t0Z2jlZUFzWyBYTBYEBlvrZqOXl6IqM3EtywE51b9Cc/30RyVlyhz6nVajp2bkPHzm2qMlwhSrV48WJ0Oh09exYM9tOvXz9GjBjBzz//TO/evYv9XEREhM1JUlo/1B5GoxFDlgmt4o5PfhDZmkQ8zY2t0y0WCxPG3MPbY5+pFUkIg8GAs+VaH61Zedn8HrWVoa1608grAFO+iVNpF+0YoRC1U25uLs751+ps7lpXgn2bWV+7aF1IT021Q2RCiIqWl5eHomRaX/v65pObey35qNOpycxKtEdoDq24FtJF+fXXX7l48SKvv/46n332WZmWP3LkSN6491matSq4znDXuVHf41oi2M3ZlZyU+JtfAVHtOGK3MxkZGUyZMoXu3bvz+uuvo1YX/yytXq/n/fffp2nTpoSEhLB9+3bWrl3LsmXLSvwOg8GAq3LtejnHZGDHhQM81v1+3HWumC1mclMK30cSoqYxGAy4KNeunbONubSq24wAz4KxHywWC0eTT0vLB1EuNTIB4ebmRj4pQMHJw83ZgwEdrw04lJOXjVfdOnaKTojyi4+Px9vb2+Y9JyenUge9qk1ZemHL2dkZlzoF+4cGZ5vkAxQkXP0beNea/cPNzY0UJYW6uAJQx9md6eHXzgt6Qw4ecl4Qosq5u7tjUBu5Wmfzc/PBz83HOj0nL5c69b3tE5wQokK5uroC1861Li4KLVrkWV/n5Znx9gqwQ2SOzd/fv/SZgLNnz/LBBx/w448/otEU3ZqhKOvWrSPz4GX43zirdd286dEkzDpdn5uNh49nuWIW1ZsjdjuzatUq4uPjWb9+PX/++afNtIMHDxIWFsaiRYsYPXo0U6ZMIScnh1mzZpGSkkLjxo15++23CQ8PL/E7XF1duaJcxh93ANy0LjzQaYx1erYhB3cfuV4QNZ+rqyvpZgNQcK/AXefKsNbXxtrSG7KlLIhyc6gumFJTUxk8eDCRkZGFpiUmJtKzZ09WrVpV6nJ8fX3R+eRjUcxFTo+NvUjfkZ1uOd6yMBqNLF68GKPRWCXfd6skXsc0YMAA1q1bx99//42iKOzZs4c1a9YwatQoe4dWYWrLb1nZrm7H4OBgvBpqUKkLdx+Xa8qhgW9T2vYOtEOE9uHj44PeM598S9HnhfOxF2g9OPSml19T919ZL1HZ28rX1xejn6bYshmXEE+bO8pfZ6uuv3F1jVsUrzb8pmVdR3d3d+rX743JWHTXtikpBnr0mF4ZIdZ4eXl5zJkzh+eee47AwPLV7xo1aoTRT4PJnF/k9POXLhI8JLQCoiysNpSPilYV28wRu52ZNm0ap06d4tChQxw8eNDmDwqSEKNHjwZApVLx6KOPsmXLFg4fPszatWsZNmxYqd/h7e2NwYdiy8K52AsE38L1QnUj5bP2bgMvLy8MdVUlnhdChoQVOe1m1YRtXd3XobLjd5gExP79+5k0aVKRA2tZLBaeeeYZ0tLSyrQslUpFWJeO5HsnkWfKtb5vyjdx5kIU4QNDqNfIp4QlVByj0cgnn3xSbXZAidcxTZgwgWeeeYbXXnuNzp0788orr/Dyyy/Tv39/e4dWYWrLb1nZrm7HZs2a0bRFI5qG1+HqcDiKopBrzMZV58Z9TwzH08/VvsFWIZVKRbvwDpxyvYI+L8f6vjHfxPFzUQT2bIlnI9+bXn5N3X9lvURlbyuVSkVoj07E+KaTbbxWZzPmm4i+dI6gAe2p07D8dbbq+htX17hF8WrDb1qedezTZwRq9UBycxTre2azQkKCgdDbphIY2KEyQ62xjh49yoULF1i4cCHh4eHWJ71nzpzJyy+/XOrn23fpSLTrFfSGa3UkU76JkxeiqdetGV6N61ZK3LWhfFQ02WaVq0PX24otC/5dm+LdxK+ET9cssq/V7m1QXFmIungavy5NKrws1IRtXd3XobLjd4gumFavXs3HH3/M3Llzi+zX8tNPPyUgIIAGDRqUeZm+vr4MurMnRw6c4PzRCxiy83F20TJqeg+CQppUZPhCVIpTp2wHuJo8eTKTJ0+2UzSiulGr1QwZMoRmzZqxp9kBzh+9gikX2rQN546JvfENqH1NJn19fek8sifRh05y7vg5lFwzahcnQu7rSoPWjUtfgBCiUtStW5dedw3kxN6jXD4ahyU7H+c6LoQ93I/AYKmzCVGTeHh4cNddz3LwYA+iotZgMqXh7u7H6FFTaNGii73Dq7bCw8M5cuSIzXvBwcF88cUXdOvWrdTPe3t7Ez66N6cOnrCpIwXf3VmOw6JW8fLyInx0b6IPnST6cDRHdh/ktq6daDupEw1Dmto7PCGqzPVl4dyxa+eF1hPDpCyIm+IQCYiSBtbavXs3f/zxBytXrixzdzN6vR4oeKruts7t6NIjTAbfreWMRqNNFu/qPiJETaZWqwkJCSEkJMTeoTgMDw8POvXuAsWP3S6EsAMPDw+69u8BNadhnxCiGK6urvTseQc9e95h71Cqvev7vb9V7u7uUkcSgoKyENYrHP1tIcz+aAH7P5vnEN1QCVHVrpYFetk7ElETOEQCoriBtVJSUnjuuef4+OOPcXd3L3U5ilLQlPfGAZIeeeQRZsyYceuB3oSrN7qryw3vmhrvkiVL+PLLLwu9f3WfqWmurld1+R2h+u17jqq82/HqfFIWbk1N3X9r03pJWShadd0HJO5bj0HKQsVwhN+0stXUdXTEsnBjC+mr/d+XZd4bOcL1Qk3ddyqTPbaZI5aFilRcWajt+2dtX38ovA1qa1moCjVhf6vu61Ce+G+mLKgUBys5wcHBfP/993Tt2pWHHnqI3r17M23aNKBgIN5Zs2Yxbty4Ij975cqVQskHIUoSERFBQECAvcOocFIWRHlJWRCigJQFIQpIWRCigJQFIQpIWRCigJQFIQqUpyw4bAKicePGDB06FGdnZ+s0vV6Ps7Mz3bt3Z8mSJYU+a7FYSExMxN3dHZVKVZVhi2pGURSys7OpV68earXDjMVeYaQsiLKSsiBEASkLQhSQsiBEASkLQhSQsiBEASkLQhS4mbLgsAmIogbLKq0FhBBCCCGEEEIIIYQQQgghHEPNS9kJIYQQQgghhBBCCCGEEMLuHK4FhBBCCCGEEEIIIYQQQgghqj9pAXEToqKimDZtGl27dqVXr17MmzeP1NRUXnzxRcLCwmz+2rRpw/Tp04tcjsViISwsjNDQUJvP5OTkVGi8u3btYsKECXTq1IlevXrx6quvYjAYADh8+DATJkwgLCyMAQMG8Msvv5S4rK+++orbb7+d0NBQJk+ezLlz5yo01tLi3bBhA3feeSedOnViwIABfPLJJ1gsliKXU1XbV1QMs9nM5MmTWbBggb1DqZbWrVtH27Ztbfb1uXPn2jusGiE1NZXBgwcTGRlpfc8Rj53lVdR61YRjbFHr9dJLL9G+fXubOH/++edil+GIv1dlKa5OU5SHHnqIDh062GzH7du3V3HE15RUX7hRREQEo0aNIjQ0lDvuuIOtW7dWcbTXlCduR9vmomjlOQc70r5YHuVZR9lvxY3KUs//7rvvGDBgAJ06dWLUqFFs2LChCiN0HLXheOLI1qxZU+ieTvv27Wnfvr29Q6tSx48f57777iM8PJzevXvz2muvYTQa7R1WlTp79izTp08nPDycfv368fnnnxd7XSTKpjzb1BGPb+WJ39HqQg5xT0MR5ZKbm6v06tVL+eijj5S8vDwlNTVVefjhh5UZM2YUmvfvv/9WunbtqkRHRxe5rFOnTint2rVT8vLyKi3elJQUpUOHDsrKlSsVs9msJCQkKCNHjlQ++ugjJT09XenatauyfPlyxWQyKTt37lTCwsKUw4cPF7msVatWKX369FGio6MVg8GgvPnmm8qIESMUi8VSJfEePXpU6dixo7JlyxbFbDYrZ86cUfr3768sW7asyGVVxfYVFefDDz9UQkJClPnz59s7lGrprbfeUhYsWGDvMGqcffv2KYMGDVJat26t7N69W1EUxSGPneVV1HrVhGNsUeulKIoyduxYZdWqVWVahiP+XpWlPHUaRVGUbt26KZGRkVUcZdFKqi/c6Pz580qHDh2UTZs2KSaTSfnjjz+Ujh07KleuXHHouBXFsba5KF5Zz8GOtC+WV3nqGbLfihuVVs/ftm2b0qNHD+Xs2bOKoijKn3/+qYSEhCixsbFVGaZDqA3Hk+rkypUrSq9evZRff/3V3qFUGbPZrPTq1Uv57rvvFLPZrFy+fFkZOnSo8sknn9g7tCqj1+uVfv36KQsXLlSys7OVS5cuKSNHjlQWL15s79CqrfJsU0c8vpV3n3CkupCj3NOQFhDlFB8fT0hICI899hg6nQ4fHx8mTZrE3r17beZLTU3lmWeeYeHChbRq1arIZR09epTg4GB0Ol2lxevr68vOnTsZN24cKpWK9PR08vLy8PX1ZePGjXh7e3Pffffh5OREjx49GDVqFD/88EORy/rvf//LvffeS6tWrXB2dubpp58mPj7eJoNWmfHGxcVx9913079/f9RqNS1atGDw4MGFtv1VVbF9RcXYtWsXGzduZMiQIfYOpdo6evRorXsyp7KtXr2aZ555hjlz5ti874jHzvIobr2q+zG2uPUyGo1ER0eXuXw42u9VmcpapwGIjY0lIyODtm3b2iHSwkqqL9xo9erVhIeHM2jQIJycnBg+fDhdunQpsRWMI8TtaNtcFK+s52BH2hfLq6zrKPutuFFZ6vnnzp1DURTrn0ajQavV4uTkVIWROobacDypLhRFYe7cufTr148777zT3uFUmYyMDJKSkrBYLCj/67FdrVbj6upq58iqzv79+0lJSeHFF1/Ezc2Nhg0b8q9//Ysff/zRuk1E+ZRnmzri8a088TtSXciR7mlIAqKcgoKCWLp0KRqNxvrehg0baNeunc187777Lu3bt2f06NHFLuvo0aPk5eUxfvx4unfvzn333ceBAwcqPGYPDw8A+vbty6hRo/D392fcuHGcPn2a1q1b28zbsmVLoqKiilzOmTNnbObXarU0a9as2PkrOt6hQ4fy7LPPWuczGAxs27at0La/qqq2r7g1KSkpLFy4kPfee69WVWoqksVi4fjx42zbto3+/ftz++2388ILL5CRkWHv0Kq13r17s2nTJoYPH27zvqMeO8uquPWq7sfY4tYrKiqK/Px8Pv74Y3r27MnQoUP58ssvi20u62i/V2Uqa50GCn5vd3d35syZQ/fu3Rk5ciQrVqyoynALKa6+cKMbf1MoucxWtrLG7YjbXBRWnnOwo+2LZVWedZT9VlyvrPX8ESNG4Ofnx/Dhw2nXrh1PPPEEb731FgEBAVUYrf3VhuNJdfLbb79x5syZWtdFsI+PD1OnTuXtt9+mQ4cO9O3bl2bNmjF16lR7h1ZlLBYLWq0WrVZrfU+lUpGcnExmZqYdI6u+yrNNHfH4Vp74Haku5Ej3NCQBcQsUReGDDz5g69atLFy40Pp+bGwsa9as4emnny7x8y4uLnTs2JHPPvuMbdu2MWDAAKZPn05sbGylxLtx40a2b9+OWq3m8ccfJzs7u1BF0MXFpdj+u8s7f0XHez29Xs9jjz2Gi4tLsSfCqt6+ovwsFgtz585l2rRphISE2Ducais1NZW2bdsydOhQ1q1bx08//cSFCxdkDIhb5O/vX+STd45+7CxNcet1vep4jC1uvbKysujatSuTJ08mIiKCd955h//7v//j66+/LnI5jvZ7VZXi6jRXGY1GQkNDmTNnDn///TcLFizg9ddfZ/369XaI1lZJ9QVw3N+0tLgdeZuLa8pzDnbUfbE05VlH2W/FVeWp55tMJkJCQvjll184dOgQr7zyCgsXLuTUqVNVFK1jqA3Hk+rCYrHw+eefM3PmTOuDA7WFxWLBxcWFF154gUOHDrF27VrOnj3Lxx9/bO/QqkynTp1wcXHhvffeIzc3l7i4OJYtWwZQ7LhdomTl2aaOeHwrT/yOVBdypHsakoC4SXq9nscff5zff/+d5cuXExwcbJ22cuVK6wDUJVmwYAFvvPEG9evXx8XFhenTpxMYGEhERESlxOzi4kL9+vWZO3cuf//9N66uroUKisFgwN3dvcjPl3f+io736pMf586d4+677yY/P5/vv/++2ApBVW9fUX5LlixBp9MxefJke4dSrfn5+fHDDz9w11134erqSmBgIHPnzmX79u3o9Xp7h1fjOPqx81bVtGNsr169+P777+natStarZaOHTsyZcoU1q1bV+T81e33qggl1WmuGjNmDEuXLqVt27ZotVp69+7NmDFjHOKmYnH1hasc9TctLW5H3ubimvKcgx11XyxNedZR9ltxVXnq+a+++iqtWrWiY8eO6HQ6xo8fT2hoKKtXr66CSB1HbTieVBeRkZEkJiZy11132TuUKrdp0yY2bNjAvffei06no1WrVjz22GP8+OOP9g6tynh6evLVV19x+PBh+vXrx5NPPsmYMWOs00T5lWebOuLxrTzxV4e6kD3uaUgC4ibExMQwfvx49Ho9K1asKHShvnHjxjL1EfjBBx9w4sQJm/eMRiPOzs4VFuuBAwcYNmwYRqPR5ju0Wi0tW7bk9OnTNvOfOXOm2DErWrVqZTO/yWTiwoULhZrtVFa8rq6uREREMGHCBPr06cOyZcvw8vIqdllVsX3Frfntt9/Ys2cP4eHhhIeHs3btWtauXUt4eLi9Q6tWoqKiePfdd236HjQajajVaofpn78mad26tcMdOytKTTzGbt68mZ9++snmPaPRiIuLS5HzV6ffqyKUVqe5asWKFYUqzfb8vUurL1yvvGW2MpUnbkfb5qJo5TkHO9K+WB7lWUfZb8VV5annx8fH2xwXAZycnGy6uqgNasPxpLrYsGEDgwcPxs3Nzd6hVLnLly/X+vJoNBqtD2NFRkbyyy+/oFaradmypXQbfZPKs00d8fhWnvirQ13IHvc0JAFRThkZGUyZMoVOnTqxbNmyQoMGpqWlcfbsWbp06VLqsqKjo3n99ddJSkrCaDTyySefoNfrGTx4cIXFGxwcjMFg4L333sNoNBIXF8fbb7/NXXfdxdChQ0lOTubbb7/FZDKxe/dufv/9d8aPH1/kssaPH8/y5cuJiooiLy+P9957Dz8/vwq9WVxSvCdOnOCxxx7j2WefZf78+aV2IVIV21fcmj///JMDBw6wb98+9u3bx8iRIxk5ciT79u2zd2jVire3Nz/88ANLly4lPz+f+Ph43nnnHcaOHSsJiEowePBghzt2VoRDhw7VyGOsoii8+eab7Nq1C0VROHjwIN9//z2TJk0qcv7q8ntVhNLqNNfT6/W8+uqrnDhxAovFwrZt21i7dm2x27GylVRfuPG4N3r0aPbs2cO6devIz89n3bp17Nmzxy4DSpYnbkfb5qJo5TkHO9K+WB7lWUfZb8VV5annDxgwgOXLl3P8+HEsFgt//vknkZGRhfqsrulqw/Gkuti/f3+Z7unURL179yYpKYkvvvgCs9lMbGwsn3/+OaNGjbJ3aFVq+vTprFixAkVROHbsGF988QVTpkyxd1jVWlm3qaMe38oaf3WoC9nlnoYiyuXrr79WWrdurdx2221KaGiozZ+iKMqRI0eU1q1bK7m5uYU+u3fvXiU0NFSJi4tTFEVR0tLSlAULFig9evRQQkNDlcmTJysnT56s8JhPnz6tTJs2TQkPD1f69++vvP/++0peXp413kmTJilhYWHKwIEDlZUrVxYbr8ViUZYtW6YMGDDAGu+5c+eqLN4ZM2YowcHBhbb79OnTi4y3qravqDjz589X5s+fb+8wqqXIyEhrWe7evbvy6quvKgaDwd5h1RitW7dWdu/ebX3tiMfOm3H9etWkY+yNv9ePP/6oDBkyRLntttuUgQMHKsuXL7dOq06/V0UrrU4TGhqq/Pbbb4qiFGyXTz/9VOnfv7/SsWNHZcSIEcr69evtGX6J9ZvrY1cURdm+fbsyevRoJTQ0VBkxYoSybds2e4Vd5rgdcZuLopV0DnbkfbE8yrqOst+K4txYz79+vzGZTMrHH3+s9O/fX+nUqZMyduxYZfv27fYK1a5qw/GkOggNDa3V23PHjh3KhAkTlM6dOyv9+vWzqavUFnv27FHGjh2rhIaGKgMHDlS+//57e4dU7ZW0TavD8a2s8TtqXcje9zRUinJd+z4hhBBCCCGEEEIIIYQQQogKIF0wCSGEEEIIIYQQQgghhBCiwkkCQgghhBBCCCGEEEIIIYQQFU4SEEIIIYQQQgghhBBCCCGEqHCSgBBCCCGEEEIIIYQQQgghRIWTBIQQQgghhBBCCCGEEEIIISqcJCCEEEIIIYQQQgghhBBCCFHhJAEhhBBCCCGEEEIIIYQQQogKJwkIIYQQQgghhBBCCCGEEEJUOElACCGEEEIIIYQQQgghhBCiwkkCQgghhBBCCCGEEEIIIYQQFU4SEEIIIYQQQgghhBBCCCGEqHCSgBBCCCGEEEIIIYQQQgghRIWTBIQQQgghhBBCCCGEEEIIISqcJCCEEEIIIYQQQgghhBBCCFHhJAEhhBBCCCGEEEIIIYQQQogKJwkIIYQQQgghhBBCCCGEEEJUOElACCGEEEIIIYQQQgghhBCiwkkCQgghhBBCCCGEEEIIIYQQFU4SEHYSHBxMZGRkhSxrwYIFLFiwoND7ly5dIjg4mEuXLlXI9whRFiXt21988QUPPfRQFUckhP1V5DG/NGlpadx2223ceeedVfJ9V0VGRhIcHFyl3ylqp+DgYIKDgzl37lyhad988w3BwcEsXrz4lr8nPj6esLAw4uPjrd9bVeVYiOJU1f5flMWLFzN58uRKWbYQ5REcHMwjjzyCoig2769atYoBAwbYKSpRW5Vlf7yxTnErKvpYvGbNGsLCwgr9hYSEWL9nwIABrFq1qsK+s6wmT55caec0UfMMGDCADh06WPfh0NBQevfuzdtvv43FYuGhhx7iiy++sHeYtZYkIIQQVWbmzJksXbrU3mEIUaP98ssv3H777SQlJbFjxw57hyNEpfDx8WH16tWF3l+1ahUeHh4V8h2BgYEcPHiQwMDAClmeEBWlKvZ/IRxdRESEXFcIh1Ha/ujIdYrRo0dz8OBBm7/XXnsNJycneXhQVDuLFi2y7seHDh1i2bJl/Prrr3zyyScsXbqUmTNn2jvEWksSEA7qjz/+YNSoUXTu3Jlx48bxzz//3PIyz549y4wZM+jXrx8dO3Zk+PDhbN26FYB58+bx9NNP28z/5JNPsmjRImtLirfeeosuXbqwaNGiSotR1GzXP62hKApffvklo0aNIjw8nC5duvD0009jMBiAgpY9L774IjNnziQsLIyBAwfy/fffAwX7XufOncnLy7Mu+88//6R///4oilLoCY3rn8y+uj//8ssvDBgwgM6dOzNt2jSuXLlinf+PP/5g6NChhIeHM336dF544QVrKyO9Xs/zzz/PkCFDCA0NpU+fPjZZ9AEDBrBkyRLGjBlDWFgYY8aMYffu3dbpJ06c4J577iEsLIw777yTzz//XJ7UEvzyyy+MGDGCTp06MWrUKNasWWOdtnfvXsaNG0d4eDiDBw/m9ddfJz8/v8jlWCwWfvrpJ0aNGsWECRP4+uuvbaYvXryYxx9/nGeeeYbw8HBuv/123nvvPet0g8HASy+9RNeuXenbty8ffvghAwYMsD71nZyczDPPPEOvXr3o3bs3L774Inq9vshYYmJimDlzJt26daN///588MEHGI1GoKAczZkzh27dutGrVy+mT5/O2bNnb2kbitpl1KhR/Pbbb1gsFut7R44cwWg00rZtW+t7t3LMLqklaUl1KiEqW1n3/6JaSV/fkqe0OsuBAwcYP348oaGh3H333TZlYdWqVYwbN44HH3yQ8PBwfv/9dxISEnjyyScZMGAAt912GwMHDmTFihWVtRlELTd58mQ++ugjDhw4UOw8W7Zs4e6776ZHjx7cdttt3H///Vy4cME6vaQ6v8Vi4csvv2TQoEF07tyZu+66i7///tv6uZKuReQcUfuUtj/eWKcIDg7m//7v/xg6dChhYWHcfffdnDp1yjr/zp07GTNmDJ06deLuu+/mnXfesWn1kJOTw4IFC+jWrRt33HEHv/76q3WawWDg3//+N3379qVLly5MnjyZI0eOlHlddu3axfz581m4cCF9+/a1vn/8+HHuvvtuOnXqxIgRI9izZ4912qlTp3j44Yfp2rUrt99+Oy+//DJZWVlA0S2Trm/ZcPr0ae677z66dOlC//79mT9/vs31xcWLF3nwwQfp0qULAwcO5M8//7ROO3DgAA888AC9e/emQ4cOjBs3jkOHDgEF9wAGDBjA559/Tp8+fejatSuzZ88u9tpF1EzBwcF06dKFEydO2Ox3CxYs4PHHH+eOO+6ge/fuxMTElLg/QUEZmDx5Ml26dGHIkCF8++231pZPRbVMuv6+VHmu6WsqSUA4oIiICF566SVefPFF9uzZw+zZs5k9ezanT58u9jNr164lPDzc5m/06NE288yePZvWrVuzadMm9u3bR+/evXn55ZcBmDhxIps3b7YejDMzM9myZQt33XWX9fPZ2dns2LGDOXPm3FSMQlxv/fr1fP/99yxevJh9+/bx008/8c8///D7779b51m1ahWTJ09m7969PPzww7z11lskJCQwePBgNBoNf/31l3XeX3/9lbFjx6JSqcr0/du2bePXX39lw4YNJCcn89lnnwFw8OBB5s+fz/z589m9ezd33323TTLj3Xff5dKlS6xYsYKDBw/y/PPP88EHH3Dx4kXrPCtXruSjjz5i586dhISEWMuZXq/noYceonv37kRGRvLvf/+b//73v7eyGUUNsGrVKt566y2ef/559u7dy3PPPceiRYvYtGkTUJAgnjx5Mvv27eObb77hzz//tNn3r7dlyxbMZjMDBgzgnnvuITIy0uZiBmDjxo307t2byMhIXn31Vb766itrxeqNN97g6NGj/Pbbb6xbt474+Hji4uKAggvxRx99FLVazYYNG/j9999JTEzkxRdfLBRHTk4OU6dOpVWrVmzfvp3//Oc/7Ny501rh+/rrr9Hr9URERLB161b8/f159913K2qTilqgX79+mEwmdu7caX1vxYoVNvUWuLVjdklKqlMJUdnKuv+XRXH7f1paGjNmzGDo0KHs3buXuXPnsnnzZpvPHj9+nFGjRrFz504GDx7M888/j1ar5Y8//uDAgQPcf//9vPrqq2RnZ9/S+gpRlMGDBzNp0iSeeuop0tPTC02/cuUKTzzxBI888gi7du1i27ZtKIrCp59+CpRe5//000/54Ycf+Oijj4iMjOTBBx/k0Ucf5ciRI6Vei8g5ovYpbX8syh9//MHy5cvZvn07rq6u/Pvf/wYKkhUzZ87knnvuYc+ePTzzzDP8/PPPNp89duwY7du3559//uH555/n+eefZ9++fQC8/PLL/PPPP3z//ffs2LGDQYMGMXXq1DJ1/3TmzBkef/xxHnjgAe655x6baf/88w///ve/2bNnD2FhYbzwwgtAwfnigQceoGXLlmzfvp2VK1dy/vx55s2bV6btsGjRInr06MGePXtYuXIlJ06c4JdffrFO37FjB08//TSRkZGMGzeOZ599FpPJhMFg4F//+hdDhw5l+/btREZG0qRJE+t2BIiLiyMhIYFNmzbxyy+/cPDgQf7zn/+UKS5R/ZlMJiIjI9m9eze9evUqNP3vv//mo48+YuPGjdSrV6/E/SkhIYEpU6YwbNgwdu7cyWeffcZ//vOfQmWzOOW5pq+pJAHhgJYvX84999xDly5d0Gg09O/fnwEDBvDTTz8V+5mRI0eyb98+m7/rn6AFWLJkCbNnz0ZRFOLi4vD09CQhIQGA8PBwGjRowPr164GChEZQUBDt2rWzfn7MmDHodDo8PT1vKkYhrnf77bezYsUKmjVrRmpqKmlpaXh7e1v3ScD6dLSTkxPjx4/HbDYTExODTqdj5MiR/PbbbwCkpKTwzz//MHbs2DJ//8MPP4ynpyd+fn4MGDDA+jTUypUrGTJkCAMGDMDJyYnBgwczaNAg6+dmz57Nhx9+iIeHB1euXMHZ2RmAxMRE6zx33XUXTZs2xdXVlVGjRlmXvWXLFjQaDbNnz0an0xEcHCzNWgUrV65k0qRJ9OjRA41GQ48ePZg0aZL1eOrs7Mz69evZunUr3t7eREREMHTo0CKXtXz5cu677z6cnJwICAhg8ODBfPvttzbzNGvWjDFjxqDRaOjbty/+/v5cuHABk8nEmjVrmDNnDg0aNMDd3Z0XX3wRjUYDFFzoHD9+nJdeegkPDw98fHyYP38+f/zxB2lpaTbfsW3bNoxGI0899RTOzs40aNCAJ554gh9++AEAFxcXoqKi+PXXX0lISOCNN97g888/r+AtK2oyJycnRo0aZe2GxmAwsGHDBsaMGWMz360cs0tSUp1KiMpW1v2/LIrb/7dt24arqysPP/wwWq2Wzp07M378eJvParVa7rzzTnQ6HS4uLrz22mu89NJLaLVa4uPjcXd3x2AwkJGRcaurLESR5s+fj6+vLwsWLCjU/76vry9//PEHAwYMQK/Xc+XKFXx8fKzH6tLq/CtXruSRRx6hXbt2ODk5MXz4cAYMGMCKFStKvRaRc0TtVNL+WJTJkyfj7+9PnTp1uOOOO6zH399//502bdowadIknJycCA8PZ+LEiTafbdOmDffffz9arZZevXoxdOhQfvvtN/Ly8li7di1PP/00TZs2RafTMWXKFIKCgli7dm2J8SQlJfHII4/Qo0cP5s6dW2j6pEmTaNKkCU5OTgwbNozY2FgA/vrrL7RaLc888wwuLi74+/vzwgsvsGXLFpKSkkrdDs7Ozvz999/8+eefqNVqfvvtN6ZNm2adPnz4cNq1a4darWb48OHk5OSQkpKCVqvl559/5t5778VoNBIXF1fofgLAY489houLC02bNqVbt26cP3++1JhE9bVo0SLrQ9k9evTg1VdfZdq0adx///2F5g0NDaV169Z4enqWuj+tWbOGFi1acN9996HVamnZsiXTp0+3Xt+WpjzX9DWVk70DEIXFxcWxZ88efvzxR+t7ZrOZ7t2739Jyo6KiePTRR0lKSqJFixb4+vranBgnTJjAb7/9xoQJE1i9ejUTJkyw+Xy9evUqPUZReyiKwgcffMDWrVvx9fWlTZs2mEwmm33S39/f+n+tVgtg7W5g3LhxTJo0iZSUFNasWUOnTp1o3Lhxmb/fz8/P+n8nJyfr916+fNmm+wKAxo0bk5ycDBRcYLz++uucOHGCRo0a0b59e5u4Slr2lStXCAwMRK1W2yxb1G7JycmF9oNGjRqxZcsWAL777jsWL17MokWLSEpKok+fPrz88ssEBATYfObs2bPs2rWLY8eOsWzZMgCMRiMmk4k5c+ZYj+HXlysoKFsWi4X09HRyc3Np2LChddrVRAMUPI1lNpttmmID6HQ66wXIVXFxcaSmptKlSxfre4qiYDKZSElJ4eGHH0an07FixQpeeeUVGjduzNNPP82QIUPKvf1E7XX1PKDX69m8eTOdOnUqtH/fyjG7JKXVqYSobGXZ/8uiuP0/ISGBBg0a2LQsbdKkCSdPnrS+9vf3t6nTxMbG8u9//5sLFy7QrFkzmjZtCtiWNyEqkk6n48MPP2Ts2LF8/fXX1joLFNRv1q5dy08//YRKpaJ169bo9XqcnApugZRW5y+ufhYVFQWUfC0i54jaqaT9sSglXY9eXx+Hgn3z6NGj1teNGjWymd6gQQOio6PJyMjAZDIVmt6oUSMuXbrEmjVreOmll6zvL1q0iNGjR5Obm8vMmTOpV68e77zzTpG9Cnh7e1v/r9VqMZvNQEFdKzAw0PrQ0vXxXW1JXZIPP/yQxYsX88EHH/DUU0/RqVMnXn75ZVq1alXk9wLk5+ej0WiIjIzk4YcfJicnh5YtWxZZj7vxnoKUxZrtpZdeYty4cWWa9/p7nKXtT3FxcRw/fpzw8HDrZywWi81+X5KyXtPXZJKAcEABAQGMGTOGRx55xPpefHw8Li4uN73MhIQEnnjiCT755BNr/3sbNmxg48aN1nnGjh3Lhx9+yM6dOzl16hQjR460Wcb1J6HKiFHULu+++y7x8fFs2bLFOmDiqFGjyvz59u3b07JlSzZs2MAff/xh09+eWq3GZDJZX9/4dHZJGjZsWKh5anx8PDqdDoAnnniCAQMGsGzZMpycnEhLSytzN0qBgYHEx8ejKIq1PJWlKayo2Ro1akRMTIzNe7Gxsfj7+5OXl8eZM2d4+eWXcXJy4vz58zz//PO88cYbfPzxxzafWb58OX379uWVV16xeX/atGksX76cp556qsQ46tati4uLC/Hx8QQFBQEFXSldLT8BAQG4uLgQGRlprWgZjUZiY2Np2rQp+/fvty4rICCAJk2a2PTRqtfrSUlJwdfXl1OnTjFgwACmTp1KVlYW//nPf5gzZw67d++mTp065dyCorYKCQkhKCiI9evX8/vvvzNlypRC89zKMbs4ZalTCVHZyrL/q9Vqmz7qU1NTy7z8gIAA4uLisFgs1iTD9eNlge21gclkYsaMGTz11FPce++9qFQqjh07VqhFthAVrUmTJrz66qvMmzfP5qbT+vXrWb58OT/++KM1Gfbqq68SHR0NlF7nb9iwYaEHLGJjY603rIq7FpFzRO1W3P5YHg0bNiw0ZsiN++r1LTmhYN9s2LAhfn5+ODs7ExsbS4sWLazTY2JiGDBgAKNHjy7UVbfFYuHpp58mMzOTn3/+2dpatDzxxsfHYzabrdcIV69trra0vjoO3FVXry8sFgsnTpxg9uzZPPfcc1y+fJk333yTBQsWsHLlyhK/9/Dhw7z66qv89NNP1gdMvv76a2nhIMrs+npMaftTQEAA3bp1sz7oBwX78dVuJm+8B3X1AT+gXNf0NZl0wWRHqampXLlyxeYvPz+fiRMn8v3331sHCjp69Cjjxo0rtclcSbKzszGbzbi6ugIFfftd7f/y6snA19eX/v37Wwdr9PLyKnZ5lRGjqDmK27evp9frcXZ2RqPRkJeXx9dff010dLTNQbs048aN47///S8XLlyweXK6RYsW/PXXXxgMBpKSkqyDV5fFhAkT2LRpE3///Tdms5mIiAibC4asrCxcXFzQaDSkpqby2muvAZQp7gEDBqAoCl988QVGo5Fz587ZnMBEzVZcubjrrrv4+eef2bVrF2azmd27d/Pzzz8zfvx4VCoVTz31FF9//TX5+fn4+/vj5ORU6IkqvV7Pr7/+ysSJEwkICLD5mzhxIj/99BM5OTklxqdWq7nrrrtYvHgxCQkJ5Obm8uabb1qfburYsSNNmzblrbfeIjs7G4PBwBtvvMHUqVOt81zVv39/srOzWbp0KUajkczMTObPn8+cOXNQqVT88ssvzJs3j5SUFDw8PPDw8MDNzc160S9EWY0bN45vv/2W8+fPF2qdA7d2zC5OWepUQlSF0vb/Fi1asG/fPhISEjAYDHz66adlHivrap1l8eLFGI1Gjh07ZtMn942u9sft4uKCSqUiPj6ed955xzpNiMo0fPhwxo8fb9MXd1ZWFmq1GhcXFxRFYfv27fz666/W/bG0Ov+ECRP48ssvOX78OGazmfXr17NlyxabLl+LuhaRc4Qoan8sjzvvvJOTJ0/y66+/YjabOXz4cKGHJ44cOcLKlSsxmUxs3bqVLVu2MGHCBNRqNePHj+f999/n4sWLGI1GvvvuO86cOcOIESOK/L433niDgwcP8uWXX+Lr61vueK+ef959913r9ffrr79O9+7dadiwIS1atCA5OZndu3ejKAq//fYbZ8+eBQquP1577TU+/PBD8vLy8PX1xdnZudTWI2BbxgEOHTrE999/L+VM3JTS9qdRo0Zx6NAh1qxZQ35+PomJicycOZO33noLKKhznTp1itOnT5Ofn8/SpUut199lvaav6aQFhB09+eSThd5bt24dw4YNIycnh+eee474+Hi8vb2ZOnVqoRHVyyMoKIh58+Yxd+5ccnNzrTel3nnnHaKjo60ZvokTJ7JhwwbeeOONEpdXGTGKmqO4ffvGeZ599ll69uyJm5sbnTt35s4777Q+lVQWo0aN4p133mHcuHHWSj7AM888w8svv0yvXr2oV68eU6ZMsXk6uyQdOnRg0aJFvPzyy6SlpVn7Drza3PPNN9/kjTfe4Ouvv8bLy4vhw4fTtm1boqOj6d27d4nLdnNz47PPPuOVV15hyZIlNGvWjF69erFr164yr7OovoorF3fccQd6vZ7XXnuN+Ph46tevz7x586x9eX/++ee8/fbbLFmyBI1Gw+23384zzzxjs5xVq1bh4uJS5A2oMWPG8P7777NixYpSY3z66ad59dVXGT58OO7u7kyaNAm1Wo1Wq8XJyYklS5bw9ttvM2TIEPLy8ujYsSPffPNNoSelPDw8+Pbbb3nrrbdYunQpFouFbt26Wcd5eOqpp3jllVcYMWIEeXl5BAUF8dlnn5X7iSshRo4cydtvv82UKVOs3Wpc71aO2cUpa51KiMpW2v4/adIkjh49yujRo639gAcGBpZp2Z6enixbtoyXX36Zb775hqZNmzJ06NBinyx1c3PjjTfe4KOPPuK1116jbt26TJw4kTNnzhAdHU3z5s1vaV2FKM1zzz3H4cOHyczMBApa9+/fv58RI0ag0WgICgpiypQp/PDDDxiNxlLr/NOmTcNisTBnzhySkpJo2rQp77//Pl27drV+Z1HXInKOEFB4fyyPgIAAPv74Y/7973+zaNEi2rRpQ+/evW1a9ffs2ZO//vqL1157jUaNGvHRRx9ZuxSbN28eixcvZurUqaSnpxMcHMyyZcuKPQ7/3//9H05OTkW22AgMDOSPP/4oMd46derwzTff8NZbb1mvRQYOHGgdhLpDhw7861//YsGCBWRnZzNo0CCbvu8//PBDXn31VXr37o3FYqFLly68+uqrpW6nXr16ce+993LfffdhsVho1KgRkydP5r333rN2pSZEWZW2PzVs2JClS5fy7rvv8tprr6HRaOjXrx8LFy4EYNCgQezcuZOpU6disVgYM2YMnTt3Bgq6ZyvLNX1Np1KkAzQhRDVlNpvp3bs3X3zxBbfddluFLPP8+fNYLBabJquzZ88mKCiIOXPm3NKy09LSOHfunPVEBAUVvj/++EMGcBcOYe/evQQHB+Pp6QkUtKzo3LkzGzZsoFmzZvYNTgghhBCiglREnb8yrkWEuHz5MmlpaTZjlLz11lskJSXx3nvv2TEyIYS4edIFkxCiWjp9+jSffvopAQEBFVrhP3PmDFOmTLH2WxkZGcnff/9d5JPl5WU2m5kyZQoRERFAwaC+//nPf+jfv/8tL1uIivD111/z+uuvYzAYyMvL4+OPP6Z58+aSfBBCCCFEjXKrdf7KuhYRIi0tjXvvvZdjx44BBYOar1mzRq4ZhRDVmrSAEEJUS1cHdfv4448rvCnz559/zs8//0xGRgYNGzZkxowZ5RoguySbN2/mo48+4tKlS3h6ejJ27FhmzZpVZNcJQlS1hIQEFi1axP79+zGbzXTu3JmFCxfSpEkTe4cmhBBCCFGhbqXOX5nXIkL88ssvfPXVVyQlJeHn58d9993H1KlT7R2WEELcNElACCGEEEIIIYQQQgghhBCiwkkXTEIIIYQQQgghhBBCCCGEqHCSgBBCCCGEEEIIIYQQQgghRIWTBIQQQgghhBBCCCGEEEIIISpcjRr11GKxkJiYiLu7OyqVyt7hCAemKArZ2dnUq1cPtbrm5eGkLIiycpSycPbsWd544w0OHz6Mh4cHkyZNYsaMGUXG9NBDDxEZGWkzcPdHH33E7bffXmheKQuirBylLFQWKQuirKQsCFFAyoIQBaQsCFFAyoIQBW6mLNSoBERiYiJ9+/a1dxiiGomIiCAgIMDeYVQ4KQuivOxZFrKzs3nooYfo1asXixcvJi0tjZkzZ2I2m5k1a1ah+Y8dO8ayZcvo2rVrqcuWsiDKS84LQhSQsiBEASkLQhSQsiBEASkLQhQoT1moUQkId3d3oGADeHh4VOiyLRYLBoMBFxeXcmc69Xo9ffv2rZS4bpUjxwaVF9/V5V7dZ2qayiwLJXGU/Sk/Px/A5gl5R2bP7eYIZWH//v2kpKTw4osvotPpcHNz41//+hevv/46jz32mM3TF7GxsWRkZNC2bdsyLdteZeEqRykTlamkdbRYLJjNZpycnBz+KRpHKAuVyd5lobJVh7JmMplQq9VoNBp7h1Kkq9tw3bp1DB8+XMpCJagO+2lVcKTtoCgK+fn5aDSaQtd4te284Ei/S3lUx7hLi7mk/dIealtZKKvquO9VtpqwTeS84JjXCyXtW2azGYvFglartVN0t666lZ2bKQvV4+5cGV29ueHh4VFhP5her+e9Ze+xdvdajBYjOo2OUd1H8dSDT5X7OyoyrormyLFB5cXn6DfEblZllIXysNf3JiYmcnjfMS6dSsWQnY/WWU2voZ1o07FllcdyM+xZDu1ZFq5WFq6vMKhUKpKTk8nMzMTLy8v6/tGjR3F3d2fOnDkcPXoUPz8/pk6dyl133VXksotbL51Oh06nq9gVKYGjH2MrwvXraDAYOBDxB/G7VkFOCrjXpXnfe7it9zCHSQwajUaMRmOh9+W8UL054vqdO3eOgzv3kX78CvnZJnz9fek1cSCBwU3sHVqRrl5ISFmoPI64n9qDPbeDyWTi0KFDnDxwnJwzKSjZZpq3aE7vewbjEehtM29tKwvVdf+sjnHfGLPFYuH48eNEHThO7rl0zFlG6gXWp/ekQXg1rmvHSAvUtrJQVtVx36ts1XGb5Ofnc+jQIQ7vP0bMiSRy9fk0D2rG+CnDqNfIx2ZeKQv2c31siYmJbN26lSNHjpCTk4OPjw+jRo0iLCzMzlHePEfe9kUpT1lwjLsADkqv1zN2zlhSlBScA5xx+t/m+vXwr/w9529+++g33Nzc7BylEAIKnoyP3HKE7BgXtCp/tIAl18LaZbu40PMyd0zqY+8QRTE6deqEi4sL7733Ho899hipqaksW7YMKLiRfX0Cwmg0Ehoaypw5c2jVqhWRkZHMnj0bd3d37rjjjmK/48ampLNmzWL27NmVs0K1nMFgYN3nC3E78RP1r+aU9HD5/7aRcHwyQ2a85hBJiCVLlvDJJ5/YOwxRwx06dIgDf+zE+aQBN9SABkNyKivmL2XoI2MIHt7J3iEKUevk5+ezbt06Uo7GoTqcibNS8P65uOOc+/sEk+ZNpW7PpvYNUtQ6FouFLVu2kHbiMtpjOWgtKsAZfWoiP+35nDtn3UPA7S3sHaYQNZLZbGbdunVEHYjh/J4MFEvBiWHvxRPs3XaCxxdOI7RfkJ2jFNeLjY3l+++/5/Tp09aWKunp6bz11luMGzeOSZMm2TlCcSP7t+dzYB8v/5gUcwrOdZxt3nf2dCY5P5mPl39sp8iEENczm80cPXgCwyV3NKprNzbVajUN/JuwZ/MJEmJT7RihKImnpydfffUVhw8fpl+/fjz55JOMGTPGOu16Y8aMYenSpbRt2xatVkvv3r0ZM2YM69evL/E7IiIi2L9/v/VvxowZlbU6tZaiKCQkJPCfpR9zecdP5OUroCjW6V7OkL/v/4jev81+QV5nxowZNvtERESEvUMSNUx2djZHIg/hGmVEfV2V20mtwc/dh7+W/o4xOceOEQpRO506dYr0yymoDmfCtdMUrloXUBS2ffYH+akG+wUoaqVLly6RFp+C9lgOWK697+ykw8fNm21L1sp+KUQliY6O5kpskk3yAUDn5AwKfP/hGjKTc+0YobiexWJh48aNnDlzxqabLJVKhbu7OytXruTSpUt2jFAURRIQJVj992qcvZyLnObi7cLKiJVlWo5Op2PWrFlV2t1HWTlybOD48Qlb9vq9rly5Ql6qBpSim3/V82/A9t8PVGlM5VHb93Oj0Uh+fj7ff/89kZGR/PLLL6jValq2bImrq6vNvCtWrCiUbDAajTg7F32svupqU8arf1W1rWvDb6vT6ZgxYwYRERHs/mst8Tv/i9atDudy3NmXoCHPfK0S7+2icHrTd3aM9hqdTldovxDVlyOWtdOnT6OOz7O5wXmVSqVCURTObzxW9YEVwxG3YU0j27iAvbfDiRMn0F0xF1k2XbUuxGXEkxUZX/WB2Zm9f5ebVR3jLirmkydP4p6iskk+WOd30pJuzCJ1x8UqjFKUpjrue5Wtum6T48ePkx6Xb5N8uErn5ExKZgLHtssNbXu6ft9KSEjg/PnzxXb/o9VqWbduXRVHeGuqa9kpD0lAFMNisWDIt33CoO55234XDaayPYGg0+mYPXu2Q+5IjhwbOH58wpa9fi+DwYBiunY4S8q6RExK1LW4nJxJS8mq0pjKQ/ZzmD59OitWrEBRFI4dO8YXX3zBlClTCs2n1+t59dVXOXHiBBaLhW3btrF27VqHbWJZG35bnU7HbbfdRp3Uw9Tf+xY6QzJajRpvNy2Zuvr890pza0sIlUpFflainSMWNZEjljW9Xo+TseDCyGAx8nfOUS6aEqzTNWoNWYkZ9gqvEEfchjWNbOMC9t4OJpMJiz7f+vpI/nmb6RZFIS85u6rDsjt7/y43qzrGXVTMRqMRcq5lH3ZkHsWiXHvtpNaQk+i41zO1UXXc9ypbdd0m+fn5GLJMACgopGsu2ExXFIW0pNp3XnAk1+9bOTk5GAzX7seaTCbS09PJyMggMzOTvLw89u/fz6+//srWrVs5ePAg58+fJy0tDbPZbMe1KF51LTvlYf9OmB2UWq3GxckFi8VibdKjtly7wWmxWHBxdrFXeEKI67i7u2NRmwANAGnZiVyfCzcYswm4YUBB4Th0Oh2fffYZb775Jm+88QZ169bl4YcfZuLEiQCEhYWxaNEiRo8ezZQpU8jJyWHWrFmkpKTQuHFj3n77bcLDw+28FrVXeno62YkXCDzyHYrKgkqxYFZUHM2ui0alYFRpSc8Db5eCmzrOXvXtHbIQVcLHx4dzWjOp+Wkcz7vAbS4tOGw4S4DGF2e1lnyLGZ8GvvYOU4hax9XVlVx3PQD5iplcJc9mulqlxsVfWsWJquXm5kaua8ENzhyzgWhDDN3rtLVON5vNuNf3LO7jQohb4OzsjHOdgtujuepktIrtWK8qlQoff3d7hCaK4OnpiYvLtfux+fn5uLm5odPpUBQFg8FASEgIQUFBZGRkEBcXV9DKJT2dzMxMmySEi4sLXl5eeHt7F/rX29vb5nvErZEERAnuGXwP3/31HW5+boWa6BpSDUwdMtUucQkhbNWvXx9XP4Xcy2ZUaNAb0vBw8QEKnla4knCFSY8PtHOUoiRdunRh1apVRU47ePCg9f8qlYpHH32URx99tKpCE6VISEjALWE/KBZUKhWebjr+SQ8gxD2D+rocduQHkGpQ4e0CqbkKHYdNt3fIQlSJZs2a8Z3+W4ymTG5364iTSsNtLi04lHeGcOfW6DRamgxqW/qChBAVqkOHDmy/vA3VCRVpFj0+6mvJBn1eDkF1m+DRtQEG8ktYihAVq127dkTEbsVZreJcTjza68a1yzUZqOvqjU/PJnaMUIia67bbbiPh0mZQK+SoU6ib39o6zWDKpb5PI9rf3ghwzKfnaxs/Pz9atWpFXFxcQQv7/HybLpnNZjP33HMPAQEBpS7LYDBYW09c/ffixYvW19e3tNBoNHh6elqTFNcnKry9vfHw8LAZk0LYkgRECWbdO4uN+zcSnxSPm09BBtRisZCbmktD74bMvme2nSMUQkDBTeluvcLZlPwPOTHOZBnS8HDxxmjKI+5KDP3HdMEv0MveYQpRI6nVaizZSdbXSep6tFTH4poPilbzv3cVknMUfPo8TFDY7fYJVIgqlJSUxGeffUbnbuFk+SRhOWkAFdTVeHLWEseZnDgenP0w2rqupS9MCFGhgoKCON/qPOcTc0g5HIufqg6KopBlzMHD2Y0+/xqOk68L6PX2DlXUIgEBATQNac7ZlBNc2pVEgLag++dMgx6TycSYJ+4p2C+FEBWuefPmtGrbguPHTuEe64cKNYqikGvKxk3nzuQ5o/D0c0Uv5wWHoFKpGDlyJPHx8Zw8edLac01+fj65ubk88MADZUo+QEELiICAgDLNbzabyczMJD093ZqsOHfunDVZkZV1rZs8RVFwc3OzJieKal2h1WpvehtUNovFwqVLl0hPT8fNzY2mTZvecrySgCiBTqdj7Qdr+eKXL1i+djkASrrCjJEzmDF+Bk5OsvmEcBR+fn6MnDiQQ3uPsulEMt4WHzTeOUy+bxjNWjeyd3hC1FiBgYEcV3ngC5gVSDa5cHdTM7Hp+VzKsJCbZ8K5fn06PvwhzUP7FDtYmBA1xc6dO9mwYQMzZ86kQYMGpKSksG97JFf2X8CcbWJAx/7sSDxI/d5B9g5ViFpJrVYzcOBAzjVvzpGEUzSv4w95arq3C+e2MT1wqSfdLwn76N69O4qicDzhNOlXUtB7W2jZsi1hY3vhFiDdLwlRWVQqFd27d2f9+vUMmtiNc0euYMpRaNM2nDsm9sY3oI69QxQ3qFu3LrNnz2b79u385z//wdfXl/r16zN27FhatmxZKd+p0Wjw8fHBx8en1HkVRSEnJ8eanEhPTycpKYnTp09b3zOZTNb5nZycCrWouL6Vhbu7e5VdRyckJLB582Zr91UZGRl4eHgwbtw4unbtetPLlTvopXBycmLWPbMY3m04Tz75JHu+22PvkIQQxahTpw7d+3Thi2Vqeg3pxJgxY+wdkhA1nru7O/U6jyT9twgum71o7Z6Fk1pFc18tdV3NXExUuPuN1eDTzN6hClGp8vLy+Oabb9DpdDz//PPWp4Tq1q3L0LHDYey1eQP2tuCnn35iypQpdopWiNpNrVbTokUL/APqMfOlp+wdjhBWUVFRTJk+lV9++YVxT0yhTh258SlEVfjtt9+499576dSpk71DEWXk4eFBx44duXz5MtOnO1Y3vyqVCnd3d9zd3QkMDCx1fpPJREZGhk3C4vLly9bXOTk5KIpiXbaHh0ehFqeSrQ0AAQAASURBVBVX/+/p6XnTD8xnZWWxfv160tLS2Lt3r/U7U1JSeOONN5g5cybDhg27qWVLAqIUZrOZU6dOsXXrVgBWrVpFSEgIwcHBaDSaUj4thKhqly9fpkGDBtYDpRCi8nUfPJbIhOPsWbOJgT7xJGebMRjy8NUa8W02VJIPosaLiYnhq6++YsyYMXTu3LnU+bt06cL27ds5f/48zZs3r4IIhRA3SkhIoH79+vYOQwgrg8HAwYMHcTKpuBR1geXPfUHdenXpd+8w6rUo/QaWEOLmpKWlcfbsWe655x57hyLK6cKFCzRt2tTeYdwyrVaLn58ffn5+pc5rsVjQ6/U241ZcHWj7ahLDYrFY74k5OzsX2QXU1dcuLi7W1hUHDx5EURSb5MNVzs7OfPvtt3Tr1u2mumOSBEQJzGYzGzZsICY5hgOJBwDYmrCVhKwELl68yJAhQyQJIYSDiY+Pp2HDhpKAEKIKqdVqWo94jEYX8wkNysKSHkf9pq1x7/UQ2z9dbu/whKg0iqKwadMm9uzZw5w5c/D19S3zZx988EE+/PBDXnzxRalPCmEHUVFRBAcH2zsMIYCCew/ffvstXio3nP5OR5OjUEfRkJeSxk9Pf8HYx++l8YAQe4cpRI2Ql5fHuXPnyM7OxsvLi7/++osJEyZIV7HV0MWLF+nWrZu9w6hSarUaT09PPD09ady4canz5+Xl2YxbkZ6eTkxMTJEDbV++fJm8vDzy8vJQqVSoVCprawq1Wk1ubi6RkZH07t273HFLAqIEx48fZ/vZ7ayJX4NHmgcBBLApZhN/8RejM0fTuHFj2rdvb+8whRDXkQSEEPaxdetWhowcS7OwMHuHIkSVyM7O5osvvqBJkyY8++yz5U4i+Pj40KtXL9atW8eoUaMqKUohRHGioqK488477R2GEEDBU7wnjhynY0ZDuO4eqJNag4+bF1uW/M59oc1kIGohbtHJkyfZuT2SxPN68nPBpM4hMef8TXcrI+wrNjaWu+66y95hODRnZ2fq169fplaf//nPfzhw4AB6vR5FUYq8r5aWlnZTcahv6lO1xK7Du/gt7jcsWFCb1ZjVZgAsWPgt7jd2Htpp5wiFEDe6moAQQlQdRVE4fPgwHTt2BAqahV68eJF169Zx+fJlNmzYwOXLl+0cpRAV59SpU7zxxhsMHz6cCRMm3HQLhkGDBnHw4EGSkpIqOEIhRGkSEhIICAiwdxhCAHDkyBHM2SbcVYUTDE5qDZl5epL/uVD1gQlRg8TFxbH2v1s4tiGVhFN5pMTkcebcaTQJDfjl27WkpqbaO0RRTkajEWdnZ3uHUWMEBgbi5uaGWq1Go9HYjCWhKAo6nY569erd1LIlAVEMRVHYfWk3iqog26Mxa1DUCjqDrmC6SmFX7C57hiiEKEJaWhq+vr7SAkKIKnTy5ElCQkLQaDRYLBY2b97Mzk1rUB/7BafMGMwHf2TL2v+yc6ck7kX1ZrFYWLlyJb///jvPPvssbdq0uaXlqdVqHnzwQZYtWybnLSGqUF5eHjqdTrrbEA7jzJkzNPG4lhBzUmkwKvnW1xqVGkOS3h6hCVFj/LN1F5cO5VrrXHmKHhUqtCp3Yg9m88+23XaOUJRHbm6uJB8qWKdOnahXr16R9aPc3FwaNmx40wO12yUBERUVxbRp0+jatSu9evVi3rx5xWYav/vuOwYMGECnTp0YNWoUGzZsqJIYVSoVacZrzUo0Fg1xTeLwS/TDM80TFEgz3VyzEyGuWrduHW3btiUsLMz6N3fu3BI/Ex0dzW233UZkZGQVRVn9qFQqLBaLvcMQotbYvHkzAwcOBODYsWNkHFmP385X0EStgdw0tNG/U2/365yP+ImYmBg7RyvEzUlLS+PNN9/E3d2dp59+Gg8PjwpZbqNGjWjWrBk7duyokOUJIUp3+vRpWrZsae8whLCKi4ujcb1rA037abxINmdYXyso1GngbYfIhKgZzGYzpw5eQvW/Ps4sSj5plgv4qAoGMFarnTi6+6w9QxTlFBMTUyMGoHYknp6ejBs3jnbt2pGXl4fJZMJgMGAwGGjUqBFTpkzBx8fnppZd5WNAGAwGHnroISZOnMiSJUvIzs5m/vz5PPfcc3zxxRc280ZERLBkyRKWL19OUFAQGzZs4Mknn2TTpk00atSo0mNt1bIVx/ceR+OqQW1WY9KZiG8cj2+yL/Vi6tFymFRaxa05evQod955J2+++WaZ5s/NzeXpp5+2GSRGXJObm4uLi/SLKkRVysnJITMzk4CAABRFIWr/3/icWA7ckARUzNSN/pEjO0Np0uRBu8QqREkMBgOXLl3CaDTi7++Pv7+/ddrBgwdZuXIlDz/8cKVc6IwfP55XXnmF0NDQCktsCCGKd+rUKUJCZEBf4RiSk5MJCAjA5K1Fd0YFioK/xpuzpngaa/3JzsulQZ16eHWv/HsgQtRUKpUKg96ISTGSocRhUnLxUgfidF23Z7lZJjtGKMrrwoULkoCoBIGBgSxYsICjR4+ya9cujEYjrVu3pnv37jedfAA7JCDi4+MJCQnhscceQ6PRoNPpmDRpEvPmzSs077lz56yDXiiKgkajQavV2vRBVZkeveNRVu1dBbmgtqixqC2ggiSPJFw0LijHFS5cuECzZs2qJB5R8xw9epQ77rijzPMvWrSIQYMGER0dXYlRVV+XL1+mQYMGqNVq6cpCiCqyY8cOevXqBUB+fj75ZyK4PvmQY9FyMDeQBk6Z+Dtlk3NyIyAJCOE4FEVh3759nD0WDXEGyLVg0lrwDKlHvzsGsHr1anJycnjhhRcqrZm3Vqvl3nvv5bvvvuOxxx6rlO8QQlxz+vRpRowYYe8whAAKHrwcMmQIGo2Gvcn/oD2Ri6fajUxzNuk5mbg6uTDgsdEyALUQN0lRFI4fP05CzjlyLPl4qxvhrK5jM48p30hgwyZ2ilDcjIsXLzJq1Ch7h1EjaTQaQkNDCQ0NrbBlVnkCIigoiKVLl9q8t2HDBtq1a1do3hEjRrBq1SqGDx+ORqNBpVLxzjvvlDpYmF5v2zeiTqdDp9OVO9bmvs15+5G3WfjfhVjiLeRl5RUsr56ORTMXMSBgAJ999hnh4eEMHjxY+hB1YEajEaPRaH194z5iDxaLhePHj+Pq6srSpUsxm8307duXZ555Bi8vr0Lz//rrr1y8eJHXX3+dzz77rEzfUVFlobqIj48nMDAQlUolCYhiOGJZENXbrl27mD9/PlBQUVHlJNtMH+N5nCv5Hlw0+rAvtxGm6Cxyv/uOtm3bEhwcjKenpz3CFsLqyJEjnP3nBC4nDdbcmQuQfP4Mc9f/wf3TH+D222+v9DjatGlDREQEx44do3379pX+fULUVoqikJeXJ61mhUNQFIXDhw8zZswYNBoNDRs25MA/+0g+GIPTGR1h/XoQNqYnzv7u9g5ViGrHaDTy999/s23bNoKDg3n0sX/x6Uv/Redq29pUUSzkGvWMunegnSIVNyMhIYH69evbOwxRRlWegLieoih8+OGHbN26leXLlxeabjKZCAkJ4fXXXyckJITff/+dhQsX0qJFC4KDg4tdbt++fW1ez5o1i9mzZ99UjHe1vYvuT3fnxUUvEj48nMZejRnfejyN6hQ0f1ywYAErVqzgww8/ZMaMGbi5ud3U94jKtWTJEj755BN7h2EjNTWVtm3bMnToUD7++GPS0tKYP38+c+fO5csvv7SZ9+zZs3zwwQf8+OOPaDSaMn9HRZaF6iA+Pp6OHTvaOwyH5ohlQVRfly5dws/Pz/pUuFqtpkHjZmSlHMLFqSApr1ObaaLLoIkug0yDhaC+d+PVpw8nT55k+/bt6PV6fH19CQkJoU2bNjRs2FAS+qLK5OfnE3XwuE3yAeCcIZ7Thkt01DWlvrtflcUzefJk3nzzTV588cUa/cCAEPaUkJBAvXr17B2GEEBBrw9Nmza1XuP5+fkxZMwwGAOuq/1xae4vyQdRLeTm5pKcnIxKpcLf39+ugwOnpaWxfv16Tp48SZ8+fXj++eet8dz7sIGfvlqLSq1Go3bCbC7odmnKrLtoHFTyw87CcVztKUettsvQxuIm2C0BodfrefbZZzl+/DjLly8vMqHw6quv0qlTJ+sNxfHjx7N27VpWr17NggULil12RESETf+5t3oB16hOI4K8g3h+wPOFpqnVaiZOnMixY8d44403mD59Os2bN7+l7xMVb8aMGUybNs36Wq/XF7o5X9X8/Pz44YcfrK9dXV2ZO3cuEydORK/XW/fhvLw85syZw3PPPUdgYGBxiytSRZcFRxcfH8+wYcNITEyUQaiL4YhlQVRff/31F4MGDbJ5r8vEZ1izeyVqFw06p2uJhByTggoL7cbMQVc/iKCgIGv3FykpKZw8eZL169cTHx+PTqejdevWtGnThpYtW9b4Y9f11q1bxzPPPGNz0TZo0CDeeeedQvNGRETw7rvvEhsbS4MGDZg3bx79+/evynCrvbS0NEwX9Tj/75SRr5iJzDqBs1rLYK9wAE5u3E9w57ZVEo+7uzsjRozgl19+4b777quS7xSitpHxH4Qj2bp1KwMHFv3Udbt27di3b1+FdoEhREXLz89n7969JMankHE5H0OWkXzy6NCtJb36davSG8Tnzp3j999/Jzc3lzvuuIN77rmn0INNg+7qRqfebYn4/SBJl9OoH1iXvqPD8K4nib7qJDU1FV9fX3uHIcrBLgmImJgYHn74YQIDA1mxYkWxO018fHyhJuhOTk5otdoSl+/h4VHlA/i1b9+euXPn8umnn9KpUyeGDh0qT3A6EEfseigqKoq1a9fy9NNPW/cVo9GIWq22ifXo0aNcuHCBhQsXsnDhQuv7M2fO5M477+Tll18u9jvsURbsKSsrC09PT5KSkuwdisNyxLIgqiez2cyZM2d44IEHbN53b9SWUU9+wM4lc0jKUv53fLMQ6KGm26yP0dVvXWhZdevWpXfv3vTu3RsoGAz49OnTHDt2jF9//ZX8/HwaNWpkbSVxM4NfGY1Gzp8/T2pqKl5eXgQFBTlk9xtHjx7lzjvv5M033yxxvgsXLjB79mzef/99+vXrx8aNG3nyySfZuHGjNEUuJ3O2EdCSbc7l78wjdHALoqFzwQDUFsVCvt5Y8gIqWI8ePfj777+JiYmhSRPpi7isypO8E7XbqVOnGDlypL3DEAKz2UxMTEyxDzAGBQXx888/V3FUQpTP7t27SbtkIGZ/PlgUQAto2f7fKBJjMhg/dVilfr/ZbGbv3r1s3LiRevXqcdddd9GwYcMSP+MbUIexD1d+95qi8ly8eFEGoK5mqjwBkZGRwZQpU+jevTuvv/56idnQAQMGsHz5cvr370+bNm3YuHEjkZGRPPXUU1UYccFNi9KSHgBeXl4sWLCA1atXS5dMolTe3t788MMPeHl5MW3aNBITE3nnnXcYO3aszQ3i8PBwjhw5YvPZ4OBgvvjiC7p161bVYVcLMgaEEJXvwIEDdO7cuchku0fPBxnSZgB5u7/GmHwBl3rN0XadBj7NyrRsFxcXOnToQIcOHYCCMXMuXbrEyZMn+e6770hPT8fLy4s2bdoQEhJCkyZNSqxPnD9/nu3bt6MxpOIct5tzGVfY4+xL17GP0rbH4Jta/8py9OhR7rjjjlLnW716NeHh4dYWKMOHD2fVqlX8/PPPPP7445UdZo3h7e0NLmoSTKkc0EfTq04HPJ2uPQGXYdDTIahzlcc1ffp0PvnkE1544QVpWl5GZU3eCXH58mUaNGhg7zCE4NChQ4SFhRU73cnJCZVKRX5+Pk5Odu09W4gipaWlkZGSxYX9ef9LPlzj6e7N3k1R9B7YlfqNy/6kem5uLsePHyc+Ph6AgIAA2rVrh7u7bQuFnJwcNm/eTGRkJOHh4Tz11FO16uHL2u7ChQu0bNnS3mGIcqjys9iqVauIj49n/fr1/PnnnzbTDh48SFhYGIsWLWL06NHMmjULjUbD7NmzycjIoGnTpnz66ae0adOmSmPW6/WFDnbFUavVjB8/nhMnTvD6668zffp0goKCKjlCUR0FBASwZMkS3n//fT7//HOcnZ0ZMWIEc+fOBbApC6J015dTSUAIUfm2bt3KI488UvwMPs1wvuMVKqL3V7VaTZMmTWjSpAlDhw4FID09naioKLZu3UpsbCwajYYWLVrQpk0bWrdujaurK1DQvdPWrVvxyzyOas8SUCxcbfew++2NeP7rbRoNnVUBUd46i8XC8ePHcXV1ZenSpZjNZvr27cszzzyDl5eXzbxnzpyhdWvb1iQtW7YkKiqqxO+4ceD52t4qSqvVkuev5uCxaAZ6d0anvvbASb7FjMlkot3ILlUeV926denSpQt//vknw4cPr9TvMhqNGI3XWnncuI9UF2VN3l0lZaF2ysvLQ6vVFpk8ryllQVQf27ZtY+rUqSXOExQUxNmzZ0scA1MIe4mNjSUnSW1NPuRbTKhVatSqgjFN6tTx5J91hxk/o2xdhKamprJ582Y0io60WBO5mUYu6tI4ceQUd4waQv369bly5Qpr164lLi6OQYMG8corr5RrnMzaqCa2Er148WKhroCFY6vyBMS0adNs+h+/0cGDB63/d3JyYvbs2XYfNPf6/vjLqm3btsyfP59PP/2U0NBQhg0bJl0yiUK6du3KTz/9VOS068vCjU6dOlVZIVVb8fHxNmNkSAJCiMqTlpYG/O/pcTvx9vame/fudO/eHSi4cXTmzBmioqJYv349BoOBwMBAjEYjXk5Ga/Lher7OFvZ9u4BGXUeCtuoGGi5Oamoqbdu2ZejQoXz88cekpaUxf/585s6dy5dffmkzb3Z2tjXJcpWLiws5OTklfseNY77MmjXL7vUsezGbzXzzzTc4e7oybsQYzm88hpvOFSeVhmxjDlhg5KMTcK1fxy7xDRs2jFdffZVu3bpRt27dSvueJUuW8Mknn1Ta8qtCeZJ3V0lZqJ3OnDlT7BOTjloWoqKiePvttzl+/DharZZevXqxYMGCIrsx/u6776wtBRs2bMisWbOsiXvhWHJycjAYDKUe39u1a8eJEyckASEcksViIU9vtr4+n3oEFyd3GnsXjLOjUqnJTDWUaVmKorBt2zZMaVoObo+3aVGhHLdw8ew3uHir0Ol0jBw5klatWlXsytRgNa2VqKIo1u63RfUh7fjKIDs7+6aacnl6ejJ//nxWr17NBx98wMyZM6VLJiEqSVxcnDUBIS0ghKhc27Ztc7jBjnU6HW3btqVt24LBghVF4fLly3z99ddcPH+Q7NyOOJNPY00yrbRXANCoVaTmmjHv/RZ6PmPH6Av4+fnxww8/WF+7uroyd+5cJk6cWOhhCFdXVwwG2ws6g8FQaovNiIgIm+XU1ie+s7Ky+Oijj+jTp4/1RnT64F6cWLcPQ2o2DZo2pMXQjuj87FdvU6vVTJs2ja+//traOrIyzJgxw+bhIL1eX+jmvKMrT/LuKikLtdOpU6eKvZHriGXBYDDw0EMPMXHiRJYsWUJ2djbz58/nueee44svvrCZNyIigiVLlrB8+XKCgoLYsGEDTz75JJs2baJRo0Z2WgNRnB07dtCzZ89S5wsODmb9+vVVEJEQ5Ve/fn0OcgYoaIGQaUgiV5NpTUDos/U0anJbmZZ1+fJlcrOMHNueak0+WBQLmfmXSc+/jOaECzPnTKV3P+mGurzK20rUEVksFqKjo9m3bx+nT5/m9OnTfPrpp4wbN066VawmJAFRBuXpgulG13fJ9MYbbzBt2jRatGhRwREKIS5fvmwdE0OtVksCQohKoigKBw4ccPju4VQqFYGBgQQFBVFHvw1yDmFQnNBbXG+YEVTpMXaJ8UZRUVGsXbuWp59+2tpq0mg0olarC90cbd26NcePH7d578yZM7Rv377E7/Dw8Kj1/ePGxsbyxRdfMG3aNJsnob2b+NFzZuUOlFheTZo0oUGDBuzatYsePXpUynfUhK6HypO8u0rKQs1hMpmIiooiNjYWi8WCk5MTLVu2JCgoqNAYKtHR0QwbVnQ5d8SyEB8fT0hICI899hgajQadTsekSZOYN29eoXnPnTuHoijWP41Gg1arlbEDHNTu3bvLlFx2cXEhLy8Pi8UiYwIJhxMQEIBvYxfSL+aQbzHh7OSO0ZyLolgwmvLIN1joNjSkTMtKT08n+WKuNfmQa87kijEKL6cGNHEJw5Rv4uyBK/TuV4krVAPdTCtRR+umUlEUtm/fzuHDhzl16hQmkwko6DVk586dzJo1q9LqyaJARXRTKWewMriZLphu1LZtW+bNm8cvv/zCunXr5OaoEBUsPj5eMt9CVIHo6GhatmxZbfpaDQgIIE9X0L2BiyofP02WdVq+RcHPVYW6bjM7RWfL29ubH374gaVLl5Kfn098fDzvvPMOY8eOLVTpHz16NHv27GHdunXk5+ezbt069uzZw5133mmn6KuHvXv3smzZMp555plqM3DdxIkT+eOPP0rtXqs2i4qK4t1337WpXxeXvBM1i9Fo5K+//iIlLgm/FBfqxmrxTnDi/Ikz7Nixw2afUBQFg8FQrVqkBwUFsXTpUptz7oYNG2jXrl2heUeMGIGfnx/Dhw+nXbt2PPHEE7z11lsEBASU+B16vd7m7/obDKJyJCYmUqdOHVxcXEqfGWjUqBGXLl2q5KiuMRqNhfYLIYqiUqkYNKw/XkEWYlOi8Hapj7vWh5ik0yQkJHLfY6Pw9HMtfUEUJNv0adfqOrmWDPy0zfDVNkat0mA2mzBmS7fm5XV9K9F169bx008/ceHChRIToH379qVz587WvyVLllRhxIXFxsYSGxtLdHQ0UPDggVarRafT4ebmxtKlS61dBIvKsWTJEpt94mZaiJbrcYj8/Hy2bNnCrl27uHz5MhqNhgYNGtCnTx969epVY5+uyM7Otulb/mZ5enoyb948fvvtN95//31mzpx50y0rhBC2cnNzrReUKpUKi8VSyieEEDdj8+bN1eomd3h4OCtP7EN75g/U140BoSgKabkwMkQHnR6wY4TXBAQEsGTJEt5//30+//xznJ2dGTFihPUCISwsjEWLFjF69GhatGjBp59+yrvvvsvChQtp2LAhixcvpnnz5nZeC8ekKAorV67kypUrLFy4EK1WW/qHHIROp+Puu+/m+++/Z+bMmfYOxyFdTd55eXkxbdo0EhMTi03eiZrl8OHDuKSA6kgyudc936VTqchqncPZBmdRFIWoqCgyMjIwGo0kJyfj52f/cX/KS1EUPvzwQ7Zu3cry5csLTTeZTISEhPD6668TEhLC77//zsKFC2nRokWJ4wfIeChVb9u2bfTr16/M818dB6JJkyaVF9R1HHU8FOGY3N3dmfrYRF68/DKNPZuQlJSMxSmPJ555BC//sid8GzdujNpZAQqSDCbFgKv62hP6hjwDrVpLbyLldTOtRB2tm8qTJ0+SlpZmfajAZDJZx8LTarWkp6ezZ88eGfOoElVEN5VlzhisXLmSxYsXo9VqCQ0NpVWrVuTn55OYmMiiRYsAePzxxxkzZky5AqgOKqIFxFVqtZqxY8cSFRVl7ZKpujyBJ4SjurFFkQz4LkTlyMvLIzk5uVr1Je3p6ckddz3A1qwY8vZ8g1ZlId+ioFGrGNDCmXr3fg4+zcBBnu7r2rUrP/30U5HTDh48aPO6T58+9OnTpyrCqtby8vL47LPPaPH/7N15XFT1+sDxzwwM+76J4C4qgpa75r7lvpvZesWrZrlli6W2WL+umbfy2p5d7bZYt25mqaVpmUvuCqiAooIiq+zMMAOzn98fJEooggJnGL7v14tXzpwz5zxjOHPO9/l+n6dtW+bPn98gvyM6derEvn37OHv2LB07dpQ7HJtzq+SdYJ+sViuZyen4nDbBXxeXSxKOCaV8lfwl7cPa4ZItcSUjBS8HJ7Z/v40u93TnrrvukiXu26HValm2bBkJCQls3LjxhgmF1157jW7dupW/r6lTp/LTTz/xww8/sHTp0pse29YGmuyVVqslPz8fpVLJqVOnmDp1arVfGxERwfr1629aPqy22WI/FMG2SZKEytmBuUsfxGw28/rrr9co+QBlA8nDJ/TnP29sxcvND7OkR6V0QZIkNCVF+HuE0m1Ymzp6B/arJiVer7K1MpUGg4HS0tLyxyaTqUIDaqVSSU5OjhyhNRq1UYarWgmI+fPn4+7uzrvvvnvTC7XY2Fg+//xzdu7cyUcffXRHQdma221CXZXw8HCWLl3KBx98QKdOnRg7dmyDvCEWBFtQVFRUoX6haEItCHXj0KFD1WqYaGuCg4OZ/vy7XEl8FPWRjXgYcwhp0xGHnlFlyQfBbuXl5fHuu+8yefJkunbtKnc4d2TGjBmsXr2al19+uUGt4KgvVSXvBPtkNBoxX9aC5Fz+3P6cWAYGlf1bP5+dTIkpH9J80UtwRZ9FO1UoqgINx3L+oFmzZvj5+ckVfrWlpqYyZ84cQkJC2LRp001jzszMrNQHyNHR8ZafF7Y20GRvjEYjBw8epCAzD2WmgazsLEyaEk4ejKHbgB7VGgPw8vJCo9HUQ7Rl5K73LjQ8iYmJ5YnRq587paWl5bPUq6tn3y6oZxjY/NlvlKKj2KgBq5Kmvq2YvnB4tcs5CdfYwypRZ2fnSr9L1392Wq1WgoKC6jssoYaq1QNi1qxZ/POf/6xylkjXrl1Zu3Yts2bNqrXgbMWdNKGuiqenJ88//zxms5m3334bnU5X6+cQhMYgKyuL0NDQ8sciASEIdePAgQP069dP7jBui1KpJCSiNx3//h7NH/8WhxGviOSDnUtMTGTt2rU8/vjjDT75AGWDhCNGjGDz5s1yhyIINkGlUmHSXJsRabAYOV6QgNqoxWwxk1Ocj1Oxonx1RLGlBE+lG0gSqjMlxPxxXKbIq0+tVjNjxgy6devGhg0bqkyYDB06lI0bN5KQkIDVauWXX37h6NGjjBkzph4jFq4nSRK///475svFeBwrxS3VSkZWJl0UbTj7n4Mc+3ZvtY8VEBBAbm5u3QUrCHcgOjqa7t27lz/u1KkT8fHxt3Ws4VN788Z/nia0WVPGjBnDjDkP8tQ79xHeR/R7vB1XV4nu3r2bXr16MXXqVDp37szLL78sd2jVFhkZiY+PT3mp7euTD1fLMfXq1UvGCIXqqFYColu3bjd8/kZNqnr06HHnUdkYnU5XZ70aFAoFkyZNYvz48bz++utcuHChTs4jCPYsIyNDNKAWhDqWlZWFt7d3g2reKTRev/32Gz/++CPLly+vlT5etqJ///5cunSpXpuRCoKtcnBwILBJECXGsiSE1lxKExc/zmguYjAbKTaUEODiC4BVsqJUKMsHLZwcVOTEpsoWe3Vt3ryZzMxMduzYQffu3enatWv5D5RNAty6dStQ1rvh4YcfZuHChfTs2ZNPPvmEDz74QJRtk1FWVhZGjR5rbBFYwSJZKTJp8XfyJtDDj4Stx9HnVK8E5NU+EIJgi5KTk2nb9lp/hi5dunDy5MnbPp6nvwt+TT2YMK8n90wOEysf7tDVVaIxMTEcPnyYF198EWdn51u/0EaEhobSsmVL2rVrV96AGspKM5WUlDBnzhx8fX1ljlK4lWolIK5KTk5m/vz5APz666/06dOHAQMGEB0dXSfB2QqLxVLnDbY7dOjAsmXL+OGHH9i2bZuYvS0INZCZmVlpBYRoQi0ItWv37t0MHz5c7jAEASibVarRaCgqKsJsNpc/b7FYWL9+PZmZmSxZssTuEmYKhYJZs2bx6aefiu85QQB63zeYvLw8dIYStOYSOnq1Jr0kB3WJFslgIdCtbEDChAWV4tr9nNVqRVlq+/+GZs6cyblz5zh58iSxsbEVfqCsDPKECROAsrInCxcu5Pfffyc6OprNmzeLPkEyu3jxIm55CvjzVy219AotXJuUb1c5qUjdfbZax4qIiCAhIaEuwhSEO1JQUICPjw9K5bXhxWbNmt3RZImSkpI6mwQsNDwKhYKBAwcyduxYWrVqRUBAAB4eHnTv3p233nqLPn36yB2iUA01GlV//fXXCQoKQpIk1qxZw6JFi3B3d+eNN97gu+++q6sYGw0PDw+WLFnC1q1beeutt3jiiSdEPU5BqIasrCyCg4PLH4t+KoJQuywWC+fOnePhhx+WOxRBICUlhZOHozFcUmMtsSA5QbuBnejQLZL33nuP/v3723WzzMDAQLp06cJvv/3GiBEj5A5HEGTlEeLDmHn3cXTDb6QUp6FSOuJqVmExm+lxd1csuUYcFQ5YJCuO18290+i19O1ofyv3BdtisViQdKbyx2e1KQzxv1amRqFQYCwsvdFLKwkKChIlmASbFBMTU6lqikKhwM/Pj/z8fPz9/Wt8zNt9nWC/FAoF7dq1IzAwkDlz5lQY/xEahhqtgDh37hz/93//R0ZGBqmpqTz00EM89NBDJCcn11V8NqE+BzMVCgUTJ05k4sSJrFq1ivPnz9fbuQWhoTKZTBWWEIoeEIJQu06dOsXdd98tknuC7JKSkjjy4z5cDmvxyXLET+2Mf64zMZ/t4/nFS5g+fbpdJx+uGjt2LAcPHqSwsFDuUARBdv59WzLizYdpdXc7Bt8zkJlTH0V9tyMjFk2lsESN2WrBIllwUDgAoDOU4KZypeM4kYAQ6lZoaCha9ABcMeTj5eiGq8O1exaDwUBAs+o1TlUoFHh4eNRrM2pbl5iYyMyZM+nVqxf9+vXjueeeo6CgAIAVK1bQqVOnCmXLvv32W5kjtk+xsbE37LV1J2WY8vPzCQgIuMPIBHuUk5MjGk43UDVKQJjNZiRJ4uDBg0RGRuLh4UFhYWGDqh3WULRv355ly5axZcsWtm7dKgZTBeEm/tqECEQCQhBq2549exg6dKjcYQiNnNVq5fSRWHwvKVBI1z73U0qyiCtJ5m5jS7wU9lVy6WYcHByIiori008/lTsUQbAJjn4ulPhLhD3Uk4gH+5BTmItvi0AmL3oIq8VKfkkRJpOJQm0RQW7+THr6IZwCGsfnhSCfVq1aYW3qhFkyc1Jzni5eHcq3Fet1+Dp5EdC/VbWP17FjR86erV7JJnun1+uZPXs2Xbt25cCBA/z0008UFRWxfPlyAOLi4njttdcqlC2bPn26zFHbH4vFQklJCV5eXpW23X333Zw6deq2jpuXlydWQAiVXB3jub7cl9Bw1Oj/Wt++fVm4cCEffvgh48aNIy0tjfnz5zN48OA6Ck9+FotFthmfHh4ePPvssygUCt5880202uo1qBKExuRGyzNFAkIQao9Go8FkMuHn5yd3KEIjl5ubiyW9pLyWtiRJxKgTuViawZigvjT1CCTu52PyBlmPWrduTUBAAMePH5c7FEGwCQUFBeVNKHv27Mnx48dxvSuAJtMjcGjtiYOXM8G92tD7pXF49w69xdEE4c45OjoydOy9pAYVg1WBk8IRvcnAlaIczHoTw56YgKOfS7WPFxERIRpR/ykzM5Pw8HDmz5+Pk5MTvr6+TJ8+nePHj2M0Gjl//jydOnWSO0y7d+7cOTp06HDDbT4+PqjV6tu6LxcrIIQbEaW5GrYaJSBee+01OnXqxMMPP8zf/vY3dDodkZGRvPTSS3UVn+x0Op2szW8UCgXjx49n8uTJrFq1inPnzskWiyDYoszMTEJCQio9LxIQglA79u/f3yhK2gi2z2QyIZVeazh9oSQNk2RmiF93HBQOOCodKCloXJM1HnjgAX788UdKS6tXQ1wQ7JnFYsHRsazF4cCBA/nll1/YvXs3jo6O+Pv4EuDth8rFid/2/k5qaqrM0QqNha+vL1pXIw88/gjO7X1wbeZN/3FDuO+dx2qcCGvRogVpaWl1FGnD0qZNG9avX4+Dg0P5czt37iQyMpLExETMZjPvvvsuffv2ZeTIkXzyySdYrVU3ntdqtRV+jEZjXb+NBi86Opru3bvfdHurVq1ISUmp9vF0Oh0JCQkkJiZiMBhu+f+srhmNxkq/F4J8UlJSaNmypdxhCLepRk2o3d3dWbhwYfnj8PBwXnzxxVoPypbodDqbaATdrl07li1bxkcffUS7du2YOHGiqMUtCNw4AaFUKkUCooFJTk7m9ddf59SpU3h4eDB9+nTmzp17w+WV+/bt46233iItLY2mTZvy3HPPMWTIEBmibhyOHz9u99/1QsPg5eWFVVX2Z0mSOKO9xLjA/uXXQ1pDCa1DW8gYYf1zdnZm2rRpfPXVV8yePVvucATBZri6ulJQUIBroQLt7hRKSgtQWE1YzqhxU8D+wl958OmoCoOXglAX0tLScHZ2pvfQvnCH1SyVSiUqlQqDwSDKYF9HkiTWrl3Lnj172LhxI3l5efTq1YtHH32UNWvWcPbsWebPn49Sqazyu/KvE24WLFhQYfxLqCwpKYmHH374ptuv9oFo3bp1lceRJIkTJ06QlHgJdYaJtOQr7N58jLiTZxk5ZphsK7HXrVvH+++/L8u5hcouX7580xU3gu2rUQIiOzubjz76iJSUlEqZyC+++KJWA7MVWq1W1hUQ17takunnn3/mn//8J/PmzcPT01PusARBVpmZmdx1111yhyHcAZ1Ox+zZs+nXrx/vvfcehYWFPP7441gsFhYsWFBh35SUFBYuXMiaNWsYPHgwu3btYvHixezatYsmTZrI9A7sV3JyMi1atEClUskdiiDg5eWFT0Qwhqws0kpzaOXaFEdl2eChVbJSXKKl0/heMkdZ/7p06cK+ffu4cOEC7dq1kzscQZCFxWKpkExITU2lTbNWxP8RS4RrK8ySFQfKtiskMJzMIyU+mbZ3t5crZKGR+P7775k2bVqtHa99+/acO3dO3P/8SavVsmzZMhISEti4cSMdOnSgQ4cO9OvXr3yfu+66ixkzZrB9+/YqExD79u2rMPnUycmpTmNv6AoLC/Hx8amyHn9ERATbt29n8uTJVR4rISGBuCNJpJ/UI0kSxhILRSlQeElNYdYWZi16SJak29y5c5k5c2b5Y61WK1aGyyglJYWRI0fKHYZwm2pUgmnZsmXExMRw991306tXrwo/9kqr1drECoirFAoF48aNY+rUqaxevZrExES5QxIEWWVnZ1caeFYoFLIv1xSqLzo6mvz8fF5++WXc3NwIDQ3liSee4L///W+llSw//PADPXr0YPjw4Tg6OjJmzBh69uzJt99+W+U5xJLq2/Pbb78xfPhwucOoE2JJdcM0cNQQ9O2cOak+T0f3VgBoDToyCq4w+G+jcQuu3ASxMZg5cyZffPEFZrP51jsLgh0qKirCx8en/LFaraY5AaQZcgAwSxYcFdcSFM5KFTlHLtV3mEIjk5WVhdVqJTS09nqOiD4Q16SmpjJ16lS0Wi2bNm0qnxn922+/8c0331TY12g04uJSdb8NDw+PCj8iAVG1mJgYunXrVuU+zs7OZQmFKu69LBYLcbFnypMP11MolKSe1HDyeEKtxFxTTk5OlX4vBPnYSoUa4fbUaAVEXFwcO3fubFSNKG31FzwsLIxly5bx8ccfc/bsWSZOnCg6wQuN0vX1fq8S5ckaFqvVikqlqjDLXqFQkJeXh0ajwdvbu/z5pKQk2revOFsxLCzslslYsaS65oxGI1lZWXZbZ1MsqW6Y3NzcCO3Zhm5osOidKS42EhTSnOET7se7eeNtSufl5cXQoUPZsmULU6dOlTscQah3+fn5Fe5Rvby8MBXp8XRwRW3WYpLMuCqvzZ41Wky4GGp0KywINbZ582amTJlSq8cMCwvj+++/r9VjNkRqtZoZM2bQp08fVq5cWWEsRJIkVq1aRcuWLenTpw8nT57kiy++YNmyZTJGbH9iY2N57LHHbrlfx44dOXv2LHffffcNt2s0GrIvFiNJZffwVsmM8rqEsYuTB0d/j6N3/6qTHYJ9M5vNomxiA1ejqy5PT89GlwXWarU2m3Bxd3fn6aefZseOHeUlmby8GufMP6FxslgsN0y8KRQK0QOiAenWrRsuLi68/fbbzJ8/n4KCAjZs2ACAXq+vkIDQ6XS4urpWeL2LiwslJSVVnkMsqa65o0eP0qdPH7nDqDNiSXXDJEkSu3bt4vnnn8fNzU3ucGzK4MGDef3118nKyqJp06ZyhyMI9So/Px9//2tJyJYtW3LA0UogPhwpjEdCwktyxcFVItDdD5PRRIsw+0ywC7YhNzcXnU5Hq1atavW4KpUKSZIqlR1rbDZv3kxmZiY7duzgl19+qbAtNjaWZcuW8corr5CdnU1AQAALFy5k4sSJMkVrfywWCzqdrlrjT126dOHAgQM3TUAoFAr0xSag7P7MYNHh5FCxDHqpxnTHMQsNW0ZGRq2uJhPqX40SEPPmzWPZsmXMmTOHgICACtv+2gTWXuh0Olq0sN2GhgqFgjFjxtChQwdWr17NI488QseOHeUOSxDqRU5ODkFBQZWeFwmIhsXLy4t///vfrFq1isGDB9OiRQsmTZpEXFxcpYtaV1dX9Hp9hef0ev0te/WIJbM1t3//fhYvXix3GHXGyclJJKIaoJiYGDp27CiSDzegUCiYNWsW69ev54UXXhCrAYVGJT8/v8L9qEqlwqN9ANFHj6NzN+Dt6IG3ypsco5rESxe5r8NIvPs0kzFiwd798MMPt6x7f7tat27NxYsXG3Xfn5kzZ1aYSPJXDzzwAA888EA9RtS4nDt3rtKq9Jtp3bo1X3755U23e3l54eiqxPDn41JLMa4O13qdluiLCW8lxrgau5SUFLtdmd9Y1Khmz4svvsivv/7K/fffz9ChQxk2bFj5f+2VLTWhrkrbtm154YUX2L59O5s3bxb174VGITMz84bJT5GAaFiMRiNms5kvvviCo0eP8t1336FUKgkLC6u02qF9+/ZcuHChwnNJSUmN+gasLuTm5uLm5tYgvv+ExkOSJLZt28a4cePkDsVmBQcHExERwZ49e+QORRDq1V9XQGRlZeHk48KQwUPwkFy4YsinWFeMs+RI12YRlLRywNGv6nrwgnC7CgsLycvLq7PrU9EHQpBbTEwM3bt3r9a+SqUSDw8PNBrNTbcPHtMLjbYAAL25GBfHskloZouZkpIShk+x31XZQvWkpKTU+ooyoX7VKAGxe/fuCj+//fZb+X/tla32gLgRNzc3nn76aVxdXVm9evVNP+AFwV7cLAEBiAREAzNr1iw2bdqEJEnEx8fz8ccfM2PGjEr7TZgwgWPHjrF9+3bMZjPbt2/n2LFjYkl1Ldu9e7ddTy4QGqbTp08TFhbWYK7L5DJx4kT27t2LWq2WOxRBqDcFBQUVEhBnz57Fz9UH9xwY3LQHBoWJe5p1pWtoBE19mpB++iL6HK2MEQs1VVRUxNGjR9mzZw+///47J0+evGUJTrn8+OOPTJo0qc6OHx4efsv+Z4JQl5KSkggLC6v2/nfddRenT5++6fYe93Rh4Piu5BVmozUWIpkVFBbnoVYXELXoPgJCvG/6WqFxyMjIoFkzsXKxIatRAiI0NBQfHx9OnTrF9u3bOXHiBJ6ennZdh0ur1TaoG12FQsHo0aOZPn06//znP8XMCMGu3SwBoVQqRQKiAXFycuLDDz/kv//9L926dWPx4sXMmTOH+++/H4CuXbuydetWoGy11wcffMC6devo2bMnH374Ie+99x6tW7eW8y3YFavVSkJCAp06dZI7FEGoYMuWLUyYMEHuMGyeg4MDjz76KP/5z3/kDkUQ6o1Op6uwaq+0tBRrihas4K3yoJ1bc5yUqvLtjkoH8g9dliNU4TakpqYSHR2Nn4s3zXS+hOZ4YEks5o+deykqKpI7vAo0Gg3p6elERETU2Tnc3NwoLS0V9zuCLAoLC/H29r5hL8ab6dq1KydPnqxyn4mPDuPl95/Ay8+dDhFtuXfMIF779yJ6DKteqSfBvpnNZlQq1a13FGxWjXpAXL58maioKEwmEyEhIWRmZrJ69Wo+//xzuy1/YTAYGmSN6DZt2rB8+XI+/vhjzpw5w5QpU2r0BSEIDUFubm6lfjRCw9SzZ082b958w22xsbEVHg8YMIABAwbUR1iNUnx8PJGRkeI7Q7ApCQkJNG/evFrNDgVo164dnp6exMbG0rVrV7nDEYR6cX3fE5VKhUl9bYXDiMDeFfa1WC0oiy31Fptw+wwGA4mJibR1DkW3Iw3+HHNXAQFWJYfyfmfMnCmyxni9bdu21UuyPDQ0VMwIFmQRExNT42uLwMBAcnNzkSSpyh5Vvk08aNYmiNkviAknwjVarVb0f7MDNRpdWLVqFaNGjWL//v3873//Y//+/UycOJE33nijruKTnUKhaLBN/Nzc3Hjqqafw8PDgjTfeEEvxbdD27duJiIiga9eu5T9Lliy54b7//e9/GTlyJF27dmXkyJF89dVX9Ryt7ZEkCQcHh0rPix4QglAzOp2OixcvcvHiRXbt2iXKLwk2p67LWdijhx56iE2bNmEwGG69syDYmbCwMIqsNy6xZDQb8VC64hYkEpoNQUpKCkFeAegOZ5YnH65SKR2wntGQnZQhT3B/odPpuHDhAnfddVednysyMlJUOxBkERsbS7du3Wr8uqZNm5KVlVXlPllZWTctsSw0XqmpqaIBtR2o0QqIU6dO8e6775bPilQqlTz55JP079+/ToKzBQ19EFOhUDBq1Cg6dOjAm2++yYMPPkhkZKTcYQl/iouLY+LEiaxatarK/X777TfWrFnDv//9b+6++25OnjzJY489RkBAACNHjqynaG2LyWTC0fHGH2EiASEI1WM2mzly5AiarGTc805iKMoh9byRpNg2+A2beMMEnyDUNUmSyMrKIi0tDUmSMJlMBAYG4uvrK3doDYqrqytTpkzh66+/ZubMmXKHIwh1pqSkBFdX1wrPtWrVivNhZ1FfSMHbxbP8eYPZSG5hHv1Cu+HeM7i+QxVug0ajwS1LwiJBsVHHH5kxdA+KoIlbWc8PN1dXcg5dokmY/GWhf/75Z8aOHVsvExg7duzI559/zogRI+r8XIJwlcViQavV3taK1C5dunDy5MkqEwxpaWk0b978TkIU7ERpaSnx8fFkZWVx5swZfH19ycjIsOsWAPauRisgHBwc0GorziTRarWVLvgE29O6dWuWL1/Orl27+O6777BarXKHJFCWgKhOnfXs7GzmzJlDly5dUCgUdO3ald69e3P8+PF6iNI2XblyheDgG984igSEIFTPwYMHUaYdpuWptwlI/5X0yxe5xy0V684XObzxH3KHJzRCer2eXbt2EXfsFIb4AvTHctn02Tf4OHui0+nkDq/B6d69O0VFRSQnJ8sdSr2wWCw8+uijLF26VO5QhHqUn5+Pn59fheeUSiX3ThxF6OAOZORdIasgm/S8TExaPf2bdaP5Q3fj6OciU8RCTbi4uJB3JYedlw+y5eIevJ08OFeYUr7dYDTioJP/ul+v1xMfH0+PHj3q5Xy+vr421/9CsH/nz5+nffvb68nQuXNn4uLiqtwnNTVVJCAEtFotv/zyC9nZ2eTm5nL58mVKS0vZv3//LXuJCLarRgmIIUOG8Mwzz3Dx4kWMRiPJycksWbKEIUOG1FV8srpVfbqGxs3NjcWLF+Pt7c0bb7whLlhkdrXR6969exkyZAgDBw7kpZdeumGprIcffpjHHnus/HF+fj7Hjx+/ZfJCq9VW+DEajbX+PuSSkZFx09kTIgFxc0ajsdLvhdA4qdVqSvJS8U74EqSypPQZjTsdvUrwcVGiOfQZxanxMkfZeFVnIHX27Nl07ty5Qhm//fv312OUte/AgQO4FzngcrgY6VwxOUkZeJlc8Tlt5bfPt4nP9tsQFRXF559/jsVi//Xu33//fU6cOCF3GEI9y8/Px9/fv9LzDg4O9Ht4OI+8t4DRD0xg3NhxDH9kHG2XD8S9exMZIhWuJ0kSBQUF5OTkUFpaesN9SkpKiImJ4X/HfqadT0seCR9HryadSddeKT9GcZGapq3knxH7yy+/MHLkyHodP/Dz8yM/P7/ezicI0dHRdO/e/bZe6+7ujsFgqPJ6RKyAEAAOHz5MaWkpe/fu5cyZMxQWFpKamkp0dDT79u0TY5kNVI0SEM888wxms5kxY8Zw9913M27cOJycnHj22WfrKj5ZlZaW4uJiXzNjFAoFI0aM4MEHH+Stt94iPl4MLsmloKCAiIgIRo4cyfbt2/nmm29ISUm5aQ+Iq3Jzc5kzZw6dOnVi3LhxVe47aNAgunfvXv6zbt262nwLssrKyrrp8jt7ShzWtnXr1lX4nRg0aJDcIQkySUtLw7vgVHny4Ypehb+zCZWybIDXy82ZjN//LWeIjVp1BlLj4+PZsGEDsbGx5T8DBw6spwhrX2FhIQZ1CZaYgvI638fzE+jlH4Gzgwr9yTwyEi/LG2QD5Ovry4ABA/jpp5/kDqVOHT58mF27dolyJI3QzRIQVzkFuNFkfAeaPNIJ75GtxMoHG5Camsrun3/lzNbjXPgxhgOf7+TQbwfKJ0sZDAZ++OEHVq1aRUREBDOjZuJscUSSJFQOjlisVowWE8kZKbRyDcGzt7w1441GIydOnOCee+6p1/OKPhBCfUtKSiIsLOy2Xx8WFsaFCxduur20tFQ0G27kdDodubm5xMTEIElS+eSjq5NML168yLFjx2SOUrgdNeoB4ePjw5dffklaWhr5+fmEhoYSGBhYV7HJTqfT4e7uLncYdaJ169a88MILrFu3jjNnznDfffeV9/YQ6kdAQECFRtKurq4sWbKE+++/H61Wi4eHR6XXnDx5kieffJIePXqwatWqm/ZAuGrfvn0VjuPk5FR7b0BmGRkZVQ60iTJjNzZ37twKtcC1Wq1IQjRSkiShLMkrf5xa4kI7j2szEJUKsKoz5Qit0avOQGpaWhpqtZqIiIh6jKxuZWdn45RtKU8+5BmKcFKq8FKVfY95unqQsu8MzTq2ki/IBmr48OH84x//oE+fPjRpYn8zv/Pz83nhhRf48MMP+eyzz6r1mr+uAHRycrKr66TGJD8/n86dO9/xcYxGY4XVwmKVaN1IS0vj4sEztMh2R8HVSUMeaKNL+C3lZ6SmThw+fJhRo0bx6quvlt+jxqnh7NbjqJxVOFsciT53il5+kbT/W2/Zk0q//fYbw4YNq/f76YiICLZs2cKAAQPq9bxC41RYWIiXl9cd9Yi72gciPDy80jaLxSLGpARKSkrIyMgoTzwYDIYK12eOjo6cOnVKTDhpgKr1rzs6OhqA48ePc/z4ca5cuYLJZCIlJaX8uZpITExk5syZ9OrVi379+vHcc89RUFBww32PHTvGtGnT6Nq1K4MGDarXGdw3GwS2F66urjz55JP4+vqyatUqsYypniUmJvLWW29VKCdhNBpRKpU3vAHetGkTUVFRzJgxg7fffrtaN8keHh4VfuzpxrqoqKhSvd+rRAmmm3Nycqr0eyE0TsHBwait12YY6cwOuDteWxKtLjEQ3KKtHKE1alcHUt9+++0qe2zFxcXh7u7OU089RZ8+fRg3bhybNm265fFtuTSfg4MDRu21eE7kn6GH/7UEi1WSkIrNcoTW4CkUCmbNmsWnn35a6fuxoZfms1qtLFmyhJkzZ95wQONm7HmVaGNTUFBQ5QqI6hKrROueJEmcP3WWkArJB7BKVhILLvHz7zvQ5Bbx6quv0r9//wqDkZ0n9GLy6r/Td9Qghnbtj2dkEJ1XjJC9nJbJZOLgwYOyrEAMDg7mypUr9X5eoXGKjY2la9eud3SM9u3bc/78+Rtuy87OvmmPR6HxcHZ2Li9LLkkS+fn5+Pr6lm83m82YTCa5whPuQLVWQMyZM4eYmBgeffTRG25XKBScPXu2WifU6/XMnj2b+++/n3Xr1qHT6Xj++edZvnw5H3/8cYV9k5OTeeyxx1ixYgWTJk3i3LlzzJgxg5YtWzJq1Khqne9O6HQ6ux+cUygU3HvvvbRv3563336b+++/v1ZmEAm35uPjw1dffYW3tzczZ84kJyeHN998k8mTJ1dKFOzcuZNXXnmFjz76SMxw+VNVPVpECSZBuLXAwEAUrfpScuUP3BwldGYlbg5lCYgSowUnSwl+gx+XOcrGpSYDqUajkS5duvDUU0/Rrl07jh49ysKFC3F3d2f06NE3fd1fB9QWLFjAwoULayX+OxUSEsIp6yE8cEVj0mGWLPg5eZVvV2s13NX29uoOC2V/v23btuWHH37AycmJkpISnJ2diYmJ4b///W+D/e5ct24dTk5ON71PuRl7XiXa2BQUFFQYnLhdYpVo3VOr1ahyLBWSD3G55zmQHkPnwPY80W06WcWam86wVvm70mR8B7zvbcm//vUv2Vc+AOzdu5dBgwbd0azw26VQKHB3d7f7iZOCbYiNjWX27Nl3dAxHR8fya5C/lloSDajrlsViISoqitDQUN544w25w7kpLy8vPD090el0qNVqPDw8KlT+KC4uFt/NDVS1EhAxMTFA2YztO5WZmUl4eDjz58/HwcEBJycnpk+fznPPPVdp36+//pphw4YxefJkAMLDw/nmm2/q7ctVq9XabQmmv2rZsiXLly/nk08+ISEhgWnTpslyEdWYBAcHs27dOtasWcNHH32Es7MzY8eOLe8B0bVrV1599VUmTJjA+++/j8ViYdGiRRWOMX78eP7v//5PjvBlpdfrq+zPIlZACEL1DBx9H/tyEik8/S0akxKl1URGoR6MxQx67C3wbSV3iI1KTQZSJ02axKRJk8of9+/fn0mTJrFjx44qExC2POjq7u5O0+5tyPkxkdPaC3T361i+TVNajKvkRMjg9jJG2LBJkoS/v3/Z9XXfwSjTDWg0BppIHrz+wv9x76TRODg4NLhB1y1btpCTk0OPHj2AsmsEKCuJUlUfFbEK0H5YLBZUKtUdH8dWy3AlJiayevVqEhISUKlU9OvXj6VLl1ZaCTx79uzyygVXlZSUMH36dJu5X7BYLCgM167Ri406DmWc5O93TcHZoezv3lxsuOVxXFxcMJlMWCwWWe9ZLRYL+/btY8WKFbLF0LFjRxITE8s/AwWhLlgsFoqLi/H29r7jY3Xq1ImEhAR69uxZ4fm0tDQiIyPv+PjCjV3tL3ezPpq2ZNq0abz88suYzWZCQsp6/EiSRHFxMSqViiFDhsgcoXA7qpWAyMy8dQ3oq78Ut9KmTRvWr19f4bmdO3fe8IPm9OnT9O3bl6effpqDBw/i5+dHVFQU06dPr/IctVXTtTGsgLje1ZJMu3fvZtWqVcyfP79WZhPZAlut6dqrVy+++eabG26LjY0t//O2bdvqK6QGISsri6ZNm950u0hACEL1uLi4MOKx18g+N4Fdb72Fa7AvHdq0I3DoEyj8WssdXqNTk4HUTZs2VVrtYDQacXZ2rvIctj7oes+wfvyWVkDGzwfp5NaGPG0BJbpSvBzcGPb4BJuY7dpQXbp0ibS0NLo378zhbfvo5ljWRNIVyEhK4IxTIPc8OEzeIG/DL7/8UuHx0qVLAWx6dp8gVFdNqgf89R5706ZNvP/++yxYsKA+Q66Sp6cnOqseKFvdJkkS/i7e5ckHdUkx3gHVu/9s2bIlKSkptG0rX7nIAwcO0KdPn1pJgN2uiIgI/vjjD5GAEOrUhQsXaN++diaBdOnShR07dtwwAVEflU4ao+r0l7ue3H2yWrduTZMmTSgoKCAvL698fMfX15eoqCi7GadsSGpjTLVaCYihQ4fecEDv6nM1KcF0PUmSWLt2LXv27GHjxo2VtqvVar744gv+9a9/8c9//pPY2Fjmzp2Lt7d3lR9MtVVeQKvVEhAQUOPXNXTDhg2jXbt2vP3220ybNo27775b7pDu2Lp163j//fflDkOoJRkZGVUmIACRgBCEalIoFASH98Kn1V30eO5FucNp1GoykKrValmzZg0tW7YkPDyc/fv389NPP7Fhw4Z6ibWuKJVKijwMPPrYTPxyVJiL9DRpGUJA/1Yi+XCHTp06hZejO1LCFRxQkmtVE6gsm8no5eRO9Df76TGiL1SdwxIEm2LvTUtrUj3gehcvXuS1115jw4YNBAUF1VO0t+bk5IRfRFOKDhfh4+ZZYZskSaRnpTPk0SnVOlanTp2Ij4+XLQFhtVr57bffePFFea+dWrZsecOxFEGoTdHR0XTvXjtlMENDQ0lPT6/0vFarxdPT8wavEO7E1f5yH374IZ999lm1XiN3yda9e/fSt29fhg4dyokTJygoKCAgIIBu3bqJ5INMamNMtVoJiN27d9/RSW5Eq9WybNkyEhIS2LhxIx06dKi0j5OTE8OGDWPw4MEA9OzZk4kTJ7Jjx44qExC1VV6gsa2AuF6LFi148cUX+eSTTzhz5gz3339/gy7JJGq62pfMzEzuuuuum25XKpUiASEIgt25vjTfjBkzKCkpYcGCBeTn59O8eXNWr17d4GdAGo1G4uLimPZ/0xpsTwJbVVJSgkNyKUgQ4dCCU5ZL5QkIKGvqpzmagfPAht0AUqx8aFwKCwvtejCiJtUDrvfqq68yadKkan0n1PdM124DerL38g6KkzJxc3NDAop0GtKvpNNpTC+8m1evoXjHjh359ddfmThxYp3FWpUjR47QrVu3W648rGsODg44ODhgNBpr7f+brVYPEORz4cIFHnjggVo5lkKhwM/Pj7y8vPIJvxaLpVaOLVRUk/5y15OzZKtareb3339nxYoVODo6cu+999bbuYWbq40x1WolIGq7Rlhqaipz5swhJCSETZs2VapfeVXbtm0rfPFB2QfTrQYWa6u8QGPqAXEjLi4uLFq0yC5KMtlqTVfh9mRmZlaZhBSDVoIg2IO/DqReX5pPoVAwb9485s2bV99h1anff/+dIUOGiM/xOuDo6Ii52ASASuFID8d2FbYrlQqkIpMcoQnCbSsoKLjpvaS9uVX1gKtOnDjBqVOneOutt6p13Pqe6ero6MiwGeNIP5vCyV+OoDHrsDZRMTxqGp6h1b/XdHNzw2AwYLVa630VjCRJ/PLLLyxbtqxez3sz7dq14/z583Tq1KlWjieqBwjXKyoqwtPTs1YnpHbp0oVTp04xbFhZ6cfc3FyaNGlSa8cXytSkv9z15CzZ+umnnzJjxowKjacF+dXGmGq1/o+Gh4ff8kawuiWY1Go1M2bMoE+fPqxcubLKi4UHHniA2bNns2XLFiZMmMCJEyfYtm1btS+mbpdOp0Oj0ZCXl4ebm1udnqshuFqSac2aNdx33312UZJJaNiKi4vF8kxBqEUmk0lc5Amys1gsHDhwQNZmnvasQ4cOHI/Ze8OLf73ZQIhnE1T+rvUelyDcifz8fPz9qzdjviGrTvWAq7799ltGjx5NYGBgtY4tx0xXhUJB84jWuAd7k/ZNIb1n394M1xYtWpCamkqrVq1qN8BbiI6OJjIyEldX2/jMjIyMJCEhodYSEKJ6gHC92NhYunXrVqvHvPvuu/n000/LExBpaWk0b968Vs8h1Ky/nC2Ijo7Gx8eHsLAwuUMR6kC1Rhs+//zzWpuJtnnzZjIzM9mxY0elWsexsbEVygvcc889fPjhh7z77ru8+uqr+Pn58fzzz5d/SNU2g8HAsWPHyCzK5KzmLGcuneHlr15mev/p3NP5njo5Z0NxtSTTv//9bxISEpg+fXqDLskkNHxidqwg1B6NRoOXl5fcYQiN3NGjR+nRo4eszTztWWRkJOc6niXv3HncHK+VDDGYjZgtFu4O7Yh7z2D0mGWMUhBqJj8/n5CQELnDqFPVrR4AZaXUdu/ezQcffFDt48s50/VOXe0DUZ8JCEmS+Omnn3j22Wfr7Zy30q5dO7Zs2VJrxxPVA4TrxcTEMGvWrFo9po+PD2q1unwFU2pqapWJVeH21KS/nBzMZjNmsxknJycMBgObN2/m5ZdfljssoY5UKwHRu3fvWjvhzJkzK2TT/+r68gJQtiS0LrPtZrOZwsJCzGYzp06dIlOZyebszVglK0qUnHc8z5IflhBVEMXsQbPrLI6GwNnZmQULFrBnzx5ef/115s+f32iWPAu2o7GXRhOEuiASEILcJEli586dPP/883KHYrdUKhWTHpzCPvMvnN1yvKykqQTBnoF0b96JkAc6lzX6FrW+hQYkPz+fzp07yx1GnalJ9QCAc+fOYTAYan22sq3q2LEje/fuZdy4cfV2ztOnTxMWFmZTSRsnJyfMZjMWi0VMEhRqlcViobi4GB8fn1o/dqtWrbh8+TKtW7cmLS1N1PpvRLRaLX/88QdxcXGUlpbi4uJCaWkpU6dOlb2vjlB3qpWAGD9+PNu2bWPo0KE3nXVcF42q65IkScTHx5N4OZHEkkRS01NxKHXgsuNl8K04u9oz2JMPdn3AyK4jae4lloUNGTKEsLAw/vWvfzFlyhS6du0qd0hCI5KVlWX3M90Eob5pNBpR1kyQVUJCAmFhYaL0ZR1zdnZmxOyJDJo4nIJDqSg0ZlyDPHHvGVyWfBCEBqagoMCuSzDVpHoAlJUx8fb2bjQDOB4eHpSUlCBJUr2tjt66dStPPvlkvZyrJlq2bElKSgpt27aVOxTBjly4cIF27drdesfb0KVLF06ePEnr1q3FZKh6YgsrH7RaLf/5z39IT08vLwFcVFRETk4O0dHRdOnSpd77+gj1o1oJiMceewwoa0hlL2VPYmNjib4Sza6iXVixUqwupnmz5gSUBJCbl4vC+9r7VCgUuLm68VXsVywdtFTGqG1H8+bNefHFF1m/fj0JCQk8+OCDYraFUC8yMjJEAkIQallxcbG46BdktW3bNh5//HG5w2g0nAPdaTqxo9xhCMId0+l0dr0ytqbVA0aNGsWoUaPqOiyb0qxZM9LS0mjRokWdn+vMmTOEhoba5DVTZGQkZ86cEQkIoVbFxMTQvXv3Ojl2REQEW7dupU+fPphMpnpNJAry2bdvHxkZGeXJB6vVypUrV2jRogVxcXGcPn2aLl26yBukUCeqvQICYMqUKXUaTH0pKSnh0pVL7CooSz4AKFCgUChQGpS4JLlgKbbAdRPBlEolGZoMmSK2Tc7OzsyfP5+9e/fy+uuvM2/ePLuegSTYhszMTHr16iV3GIJgVzQaDU2aNJE7DKGRSklJwdvbG19fX7lDEQShARIDVo1bZGQk8fHx9ZKA+PHHH202WR4eHs6ePXvKx24EoTacP3+e6dOn1/pxdTodR44cISc7l68/2Upumpp3/+8zxtw3mHaRrWv9fIJtMJlMJCQkVJi8nJeXh5+fH46Ojnh4eLB7926RgLBTNVrXEhcXR1RUFPfeey/Dhg2r8NOQZGZmctF8sTz5IFkklBolBQcKMOYY8YrwwupjrfC3oyvR0SaojUwR27bBgwczc+ZM1q5dS0xMjNzhCHYuMzNTrIAQhFomlj0LctqyZQsTJ06UOwxBEAShAbo687+uJSUl4efnZ7M9EK8vRyUItUGtVuPp6VnrlS4MBgN79+6lJEfCQetL0vlkXKz+lGY78eEr33F4R3ytnk+ofWazGa1Wi9ForNHrjEYjBoOhwuPS0lK8vb2BsgkFxcXFtRqrYDuqtQLiqmXLltGuXTvGjx/foGtymUwm1CZ1+WMpS0KFCkOoAb9WflhMFhQmBZKq7MvboDVgdDYyLWKaXCHbvGbNmvHiiy+yYcMGEhISeOihh0RJJqFOlJaWihrhglDLRA8IQS65ubkYjUZCQ0PlDkUQhAampKQEV1dXucMQboPFYiEtLY3z589z5coVYmNjadOmTfkgVE14enqi1WrrvHzL5s2bqyyHZQuCg4NFvzyh1sTExNRJv8/z58/jpHTl5MFsfJyDicv5nY4B/VEqlAQFhLBp/a9E9myLV4D4fLc1RqOR06dPk5mZSVZWFkVFRXh4eDB+/PhqrUJzdnbGyckJvV4PlN0HBAUFlX92WywWAgMD6/Q9CPKpURYhIyODf/7zn0ydOpXJkydX+GlI/P39cTI6XXtCAocABwiGjMsZqHPUYAXJQUKToyGnMIfXpr9GM89m8gXdADg7OzNv3jxatGjBypUryc/Plzskwc6IGT2CUDfECghBLlu3bi1vnioIglAT+fn5NjsbXbg5o9HIoUOHMGn0tLYE4W1yxT/fhYToOFJSUm7rmCEhIWRmZtZuoNe5fPkybm5uNj8wFhERUS+rQYTG4Wqj+9qWkZFBcaYVSQJ3lS9KhRI3VVny0UHpgKQ0c3LPpVo/r3BnzGYzBw4cIDc3lwsXLlBcXIyDgwMajYbVq1dz8ODBWx7D0dGR7t27YzQaMRqNWCyWChMJNBoNI0eOrMu3IcioRgmInj17cvbs2bqKpd4EBgbS0asjkqniYKaLrwuqliou5F7AyeKEm5Mbo3qNYvuz25ncvmElWeQ0aNAgZs2axdq1a4mOjpY7HMGOqNXq25oZJQhC1UpLS8UsUqHeabVaMjIy6NChg9yhCILQAIkERMN06tQpWjg2wfWwFuO5QiwaI8okHS0uuHL56LnbKr/RqVMn4uPrrmzL999/3yD6YUZERJCQkCB3GIIdsFgsaDSaOunPJUkSJZqy0j0KhYJ2fr1RKa81YFUolajzSmv9vMKduXjxIi4uLpw5c6bCxFCVSkWzZs346quvKCwsvOVxBg4cSNu2bcnKyiIgIAAoa0RdVFREv3796NixY529B0FeNSrBtHjxYv72t7/Ru3fvSjMlV61aVauB1SWFQsHoQaNJ/jGZPwr+QCWpwAq6Ah15eXks/ftSfnv/NwZ0HcDf7/273OE2SKGhobz44ot8+umnxMfH88gjj4iSTMIdE/0fBKHuiCaeQn3bvn07o0ePljsMQRAaqPz8fPz9/eUOQ6gBvV6PUaPHIUkBf13YLEkEZbmQdCqRrv171ui4kZGRbNiwodZmzmo0GtLS0srLOikUigZxD+Lv71+tAUBBuJWkpCTCwsLq5NgeHh6oXa8lGv1cK5bhNBvN+DcRK7NtTXp6Onq9/oZVKVQqFUqlkuPHjzNixIgqj+Pk5MT48eNJSUnB398frVaLt7c3jzzyCJGRkXUVvmADapSAWLlyJf7+/ri7u9dVPPXGw8ODZx94loFnB/LFli/QGDR0btGZnp16or6kplBdyM74nZz88CRRI6LoFtZN7pAbHGdnZ5544gn++OMPVq5cybx588oznIJwO0QCQhAEwT4YjUbi4uKYNk301xIE4fbk5+fTuXNnucMQakCn0+GcJ4EEVknibN5FHK+bpObp4k7G6XSoYQLC29sbtVp9x30gzGYzhw8fRn2lEOc8K9YSM7sS/6BH317o9XpcXFxufRCZ+fr6UlhYWCcz14XGIzo6mu7du9fJsSMjI7mSvheFAv46lq0uLsTHtQmdBory57ZGoVCg0+nKH586dYqAgABCQkJQKBQ4OjqSl5dXrWP98MMPzJ07l9atW9dVuIINqlECIiEhgYMHD9pFAgLK6o/17dwXq9pa3r09viieLVlbcDe7U6gqJNuYzZz1c1g4YSFRfaPkDbiBGjBgAG3btuWdd95h4sSJ9OjRQ+6QhAYqMzOTgQMHyh2GINgdsfpBqG+///47Q4YMEb97giDctoKCArECooFRqVToCoo5npnMofSTRAaGMbH90PLtJosZtObbOnZwcDDZ2dkEBwffdnxHjx7FlFKMZ7weJFAbtShLrPietrJLv43xj99n899bHTt25MyZM/Tr10/uUIQG7MKFC0yfPr1Oju3n58fd3TtRmH2UKwlGnFWumC0mijQFKM0qHnl6hGhAbYMcHR3Lk7BXy/dKkkRiYiJhYWEYDIZq9cm5cuUKer1eJB8aoRr1gGjZsmWFjJc9KSwsJK8kjy0ZW7BKVgAklYRCqcAz2JO3tr1FenG6zFE2XCEhIbz00kucOHGCzz77DLP59i4shcYtKyuLpk2byh2GINgVg8GAk5OT3GEIjYjFYuHAgQMMGDBA7lAEQWjACgoKxCzvBsRsNnP8+HG+PboVrbGEJ3o8wPA29+DseO0aJCs/m2bNW9zW8e+0D4ROpyM/PReHeG15eajjBWfo6R+Jq8qZkphsMs+l3vbx64toRC3cKbVajbu7e52W0G7fvj0Pz5nCkIci8Gwm4RmoYvjoAbzw0Sw63iMqHtiitm3b4uLiglKpJD8/n4CAAJo1a0azZs2Ii4vDYrFUa7Lxd999x/33318PEQu2pkYJiMmTJ/P3v/+d//znP/zwww/8+OOP5T8NlSRJGI1G0tPTOW88X558AJAcy648FEoFLo4ufB37tVxh2gUnJycef/xxwsLCWLlyJbm5uXKHJDQwRqMRZ2dnucMQBLui0Wgq9XUShLp09OhRevTogUqlkjsUQRAaMIvFIj5HGgCTycQvv/zCK6+8gslkYskzzxJg9cJBUXEoolBbRH5GLm1GdLqt83Tq1OmOGjBnZ2ejyjGXJx9y9AWUmEtp4lLW6Nzb3Yuk3XG3ffz6EhoaSkZGhtxhCA1YbGws3brVfQlyd3d3Bgy5h3nLH2bRPx5i5N96iJUPNiwkJAR/f3+aNm1KYWEhPj4+WK1WLBYLnp6eBAQEsGfPHqxW602PkZmZidFopEWL20s0Cw1bjUowffHFFwB8+eWXFZ5XKBRMmjSp1oKqLykpKUSfjeaPuD/IuJSBQqPAqrCi9FJiaGPA4mEp31epVJKmTpMxWvvRv39/2rRpw3vvvcf48ePp2bNmNT6Fxslqtdr8kmdBaIhEAkKoT5IksXPnTp5//nm5QxEEQRDqkMFgYNeuXRw9epQhQ4bwyiuv4Oj45/DDCAOnNh/B1csNJ5UTGo0GF5MjA/8+GqcAt9s639XeB3dCW1hMYkEal3QZ+Kg8GRRUsQa+RWO4o+PXB4VCgaurKyUlJbi53d7fpdC4xcbGEhUVJXcYgg3q1q0bbm5uREdH4+Ligk6nIyIigpEjR+Ln58eOHTtYvXo18+fPx8vLi8zMTM6fP19e8v7w4cM88sgjMr8LQS41SkD8/vvvdRVHvTt37hz7k/azr3QfRqWRUo9SvD29CdIHkVuUi7GNscL+BqOBVgGt5AnWDl0tyfSf//yH+Ph4Hn300WsXpIJwnfz8fC5dukReXh4mk4n09HRCQkJQKmu0gEsQhJsQCQihPiUkJNC2bVsxKCIIwh2xWCziWtBGlZaW8ssvvxATE8O9997Lq6++WqmUS+t7O9G8exg5f1zEkKfDq6kv3n2a4eh3Z02eAwICyMnJISgoqNqvMRgMHD9+nL1795J9KZMuLm2Z1GwwDoqKMat1Grq37nhH8dWX8PBwEhMT62UWu2BfrFYrarValLcTburSpUtMmTKFvn37Vto2ZswYwsPDWb16NT179sTLywtvb29SU1PJysoiNzeXU6dOERoaWt5PQmg8qnXV9sknn1SrZr/JZGLdunV3HFRdMxqNnE05y379fqQ/11g6ezujKdTg4eeBh8UDySyV72/WmzE7mZneqW6a8DRWKpWKxx57jPbt2/OPf/yDnJwcuUMSbMyZM2e4fPkyTQObU5KtwNuxKaf2X2TPr39gsVhufQBBEG5Jo9Hg6ekpdxhCI7Ft2zbGjx8vdxiCIDRwhYWFYoDMxuh0Ov73v/+xatUqmjRpwquvvsrAgQNvWkfe0c+FkIkRtJ7VE/8xYXecfCguLsbV1ZVvvvmGXbt2ceTIETQazQ33tVqtxMfH8/7777N69Wq0Wi2LFy9m2vRpBKl8KyUfSo16JIOFVvfeXnmo+hYZGSn6QAi3JSkpibCwMLnDEGxYdHR0lcnNNm3aMHfuXA4dOsSRI0fYsWMHCQkJnDhxAm9vb06ePMn//ve/eoxYsBXVmnKuUqmYMGECU6ZMYfz48TRp0qTC9oyMDHbs2NFgmomkp6eTKqVW6Pfg4OSAg68DeRl5uLm6UawrBk8wFhtRl6j5v7/9H808m8kYtf3q168fbdq04f3332fcuHH06tVL7pAEG5CdnY3BYMBTEcyR7y9zLuMibs6elGY5k32+gF8KDzD2gUFyhynUkoSEBF5//XXOnTuHi4sLo0aN4rnnnrthc+TZs2dz9OjRCqum3nnnHQYOHFifIduN4uJiQkND5Q5DaAQuX76Ml5eXGDQUBOGO5efn4+fnJ3cYAmXXEVu3buXChQuMHTuWadOm1XvZ1JycHGJiYghr1oa9O3cT5Hk3hpwS/kjfS7d+PWnatClQNm6xZ88ezp07R8eOHZkyZQohIdca3vYdPoC9mVrSDl7Ey80DpUJBsU6LwgwjHp+Eyr9h1Kdv3bo1X38t+lcKNRcdHU337t1vvaPQKGm1WlQq1S1XL6SlpXHffffx1VdfUVhYSHBwMJIk4epa9hl6+PBhRo4cWWlsWbBv1UpAzJw5k4EDB/Luu++yZs0amjRpQpMmTbBarWRnZ5Ofn8+wYcP48MMPadu2bV3HfMcMBgMa63WzIf5c7ODexB2Tpwn1RTUWtYVWXq1o26Utfx/wd1r6tJQn2EaiadOmvPTSS3z22WflJZlEU7nGLSUlhRYhbTj03SUkSUJTWkCTP/8denn6cfzXk/Qb2gOfIPcKr7NYLGRmZqLVaklPT6dp06Y3nXlVWFhITk4OSqWSkJAQ3N3db7ifULesVitz587lscce48svvyQnJ4eoqCh8fX2ZP39+pf3j4+PZsGGDSFbWEo1GQ8eODaOkgNCw/fjjj9x3331yhyHYqcOHD7NmzRqSk5NxdXVl1KhRLFmyRCzxt1P5+fn4+/vLHUajVlRUxJYtW0hNTWX8+PE89NBDsvRrs1qtREdH01wRQMnhKxRlF2D00KAA/BWwL30XHmH+nDhxgqCgIAYPHszDDz98w1gdHR0Z/vfxFAzN4cKvp7GoDXRq1Y1mQ8PveIVGfXJwcECpVGIymcQ9tVAjFy5caBCTigV5HD9+vFr34Hq9npycHAIDA3F3d+fSpUu0adOmfLuTkxNHjhxh4sSJdRmuYGOqXXS/bdu2vPPOO+Tn53P06FGysrLKB+369OmDt7d3XcZZq7y9vXExX7uAkMwSCueyCxCVmwrnJs70692Pl0e/LFeIjZJKpWLOnDkcOnSIlStXMm/evBrV72yItm/fzrPPPouzs3P5c8OHD+fNN9+stO++fft46623SEtLo2nTpjz33HMMGTKkPsOtVxaLhewkLZIkUWrUkatJp2vra+/X1dWNk3suMXj6taXQaWlpxJ6IozQX1LklHPj5FG6Bp+h5T7fymU9Q9oV45MgRdBo9xVlWSjQGDNajdOjagsHD+4uawvVMrVaTm5uL1WpFksoywkqlsnyGxPXS0tJQq9VERETUd5h2S/SAEOpDbm4uRqNRrLYR6kRBQQFz587llVdeYdKkSeTl5TFr1iw++eQTFi1aJHd4Qh0oKCioMHNdqB35+flkZWVhtVrx9fUlJCSk0kSe/Px8fvjhB7Kzs5k4cSIzZsyQKdoymZmZuCtdKDl8BazgoXKj0KAhuzSfhKJk9OeNDAoaxvLly2+4svZG/FoF0XvO8DqOvG6FhYWRlJRk15NMEhMTWb16NQkJCahUKvr168fSpUvx8/Pj1KlT/OMf/yApKQlfX1+eeOIJpk2bJnfINk2j0eDu7n7TyXtC42S1WsnPz8dqtXL48OFqXVc5OjqiVqsBcHNzIzIyssJ2k8mEVqutk3gF21Xjrr/+/v6MGTOmLmKpN8HBwbRybMVJ/UkkpQRmULiXJSCsFis5uTlEPRQlb5CNWN++fWnTpg0ffPABo0ePpk+fPnKHVGfi4uKYOHEiq1atqnK/lJQUFi5cyJo1axg8eDC7du1i8eLF7Nq1y26XrUmSRHFhCecyo0nLO0+vsJE4KK9dDJnMJkqKrvWmyc3N5Y+dJ9CluAAKzAYoTnOgOM3K7txDjJs+DB8fHyRJ4uDBgxiLVFw8ogfr1X4v7hz54SKFmSVMjRpVv2+2kfP19SUqKorVq1fzz3/+E4vFwrBhw4iKiqq0b1xcHO7u7jz11FPExcUREBBAVFTULWdV//UCx8nJqdo3ofausSYgjEYjRqOx/LG4CK5bW7duZcKECXKHIdgpPz8/Dh06hIeHB5IkUVRUhMFgECV67Fh+fj6dO3eWOwy7YTabiY2NxV3pQpDeHXRWCtNyOXgmmbv7dMXb25ucnBw2b95MUVERkyZNIjw8XO6wgbLrGIcsI/xZXTnMqzlbU/cR4dOGUc36IVkkXIs9Gt1139U+EPaagNDr9cyePZv777+fdevWodPpeP7551m+fDmrV6/mscceY9GiRUyfPp3jx48zf/58OnTowF133SV36DYrNjaWLl26yB2GYEOSk5NJTEykqKgInU7HpUuXOHbsGAMGDKhydVVYWBhnz5694Taz2YzZbCY4OLiuwhZsVKOc5qtUKhnSewjdpG5YSixlKyBUCow6IxlJGSwYtYAW3i3kDrNRCw4O5sUXXyQ+Pp7169djMpnkDqlOxMXF0anTrZuZ/fDDD/To0YPhw4fj6OjImDFj6NmzJ99++209RCkPo9HIt7v+jQIFQztPx9/z2goGk9mEQWvCr8m1xrkxx06huagC/lxOXd5HXok2RUX00VNAWW8Js14i6UjBdcmHMp5u3hz/NZGc9MI6fGfCX1mtVlxcXHjppZc4efIkP/30E8nJybz77ruV9jUajXTp0oWnnnqKP/74g6VLl7Jy5Up27NhR5TkGDRpE9+7dy3/WrVtXV2+nwTEajRVWYTUW69atq/A7MWiQbfWUsVgsPProoyxduvSm++zbt4/x48fTpUsXRo8ezZ49e+oxwurTarVkZGTQoUMHuUMR7JiHhwdQ9nk/fvx4AgMDmTJlyk3312q1FX6uT0gKtq+goKDWSzAZjcZKvxeNRXx8PKEKf4ISlCiTSlFmGfDPc6Zdhi+7/7ud9957j88//5x7772XpUuX2kzyAcpm15YU6Mofd/Rpw4x24+kZGIm7oysGkwHH0sY37NG+fXvOnTsndxh1JjMzk/DwcObPn4+TkxO+vr7lyYZdu3bh4+PDww8/jKOjI/fccw/jx4/nq6++kjtsmxYTE1Nlc2GhcUlOTubkyZNcvnyZoqIi0tLS8Pf3JyYmhv/+97/llQtuJCQkhBYtWlT6HjWZTGRkZBAQECB+1xqhGq+AsBf+/v48Pv5x7jp9F1/Hf4212EqofygrZ62kfXB7ucMTKCvJNHv2bI4cOcI//vEPnnjiCbvKklqtVhISEnB1dWX9+vVYLBYGDRrEs88+W6mkWVJSEu3bV/y9DAsLIzExscpzNMRZ31qtlo0bN6LX6xk+fBi68x4oFdduGswWM+eTzuDrHEJE/7Kl95IkkZKQg4Py2kxHk9VAlvpi+eMru8/i7u1MUlISuZdLKNCUlG/zc22Ko0PZ34uHhyeHdsQzac6Aun6rsrDFWd+//vorO3fu5JdffgGgXbt2zJ8/n5UrV7J48eIK+06aNIlJkyaVP+7fvz+TJk1ix44djB49+qbn2LdvX/ngFGDz/w7qU1UXj/Zs7ty5zJw5s/yxVqu1qSTE+++/z4kTJ25assiWV8ZJkkRubi55eXk4ODhw4sSJKv99CkJt2rVrF2q1mmeffZZFixaxfv36G+7313/vCxYsYOHChfURonAHNBoNaWlpZGVlUVxcjLu7e631HVi3bh3vv/9+rRyrIdHr9RjVepwuq66bwAOZmhx2nN+HTl/CvfeNZcBI2/mOvF5oaCgx5gN4c+OS0IVFhXQf0rueo5Kfs7MzJpMJq9Vql+Vl27RpU+nzfefOnURGRnLhwoUb3jtv2rSpymM2xHvn2mK1WlGr1fj6+sodik2xxXvn+mC1WklMTCQ7O7v8XjEnJ4cOHTrg7OzMxYsXSUxMvOkKK4VCwahRo9Dr9ezcuRNHR0fM5rLqFUFBQUybNk38rjVCjTYBAWWzJYb3GU5KfApjx46tUCNesB19+vShdevWfPjhh4waNYp77rlH7pBqRUFBAREREYwcOZJ3332XwsJCnn/+eZYsWcInn3xSYV+dTlepHr6LiwslJSVUpSHdXEuSxJ49e9izZw8PPvggERERGAwGfv52H2cOxePu7oFBr6dYo8fPKYQxc3rgFeBa/lp9sQm3647XNqALRou+/LFBq6e4uJjS0lJ0Gh0mS9mFhEUyE5+9n7uaDi1PdBQX6LFXtnhznZWVVWnmqaOj4w2XdW7atAl3d/cKg5nVmcHv4eFRIQEhCLZ8U3n48GF27drFiBEjbrrP9SvjAMaMGcPmzZv59ttvZa15r9PpOHz4MAoDuORa0BVo+ePkXtoGt7TbQRDBtri4uODi4sKSJUuYNm0aarX6hr3qRGK6YbFYLBw9ehRtrhq3AiWm/FJObT7MqabODBg5GHd39zs+h60nputKYWEh3lqn8uSD3mzgi5gfcFQ6MqbDYAJcfbiQkiFvkFVQqVREDO1K3Ib9NPNvWl6y1SpZSc/LoplzEH79WsocpTxatGjB5cuXad26tdyh1ClJkli7di179uxh48aNfPHFF3Z/71zbkpOTCQsLkzsMm2OL9871oaCgALVaXZ58sFqtmM3m8ntuHx8f9u3bV2WJN6VSyZQpUxg8eDBHjx5Fo9GUr3wQyYfGqVEnIK7S6/W4uLjcekdBNk2aNOHFF1/kiy++ID4+nqioqCprzjUEAQEBFZaBurq6smTJEu6//360Wm2Fm2JXV1f0+oqD4nq9/pY3Ww3l5vry5ct8/vnn3HXXXaxYsQJHx7KPJmdnZ6b8bQQDh6s5uecSJWozQSG+RPQPKU8+wJ8Niz1dsBRZym86gr2vXWibzEacA0zce++9ZGZmsut/hyk2XxsEc3Zw41zuEcID76FYq6V5K/tNRtrizXX//v15++23+fjjj5kzZw6ZmZl89NFHjB8/vtK+Wq2WNWvW0LJlS8LDw9m/fz8//fQTGzZskCHyhq+xrn6wZfn5+bzwwgt8+OGHfPbZZzfdzxZXxlksFv744w+amL0wncgHK1zMv0h3r3AKt1/kSI6Bvg8Oq5VzCbXHHmb3xcTEsHz5crZu3Vr++2w0GlGpVJUGoa4SiemGJSYmBim9FJ8zZrCC0iDhl63CkGXgt+yfGD932h0nOG05MV2XlEolhmIDUDawpFI6Mq3zaHxdyxJ3BpMRSWuu4gjyC+8RiUOeiZhv/wDHshUxkslKG89mREb1w9Gvcd7rR0ZGcvbsWbtOQGi1WpYtW0ZCQgIbN26kQ4cOuLq6UlxcXGE/e7p3ri3p6ekkJSWVJ3g7deokxsb+whbvneuDxWKpMP5UUlJS4d+Pg4MDGo2mWsfy8/MTK6EFoJoJiGXLllV6ztnZmZCQEMaMGUOzZs1qPbD6ZDAYGmX964ZGpVIxa9Ysjh49ahclmRITE/npp5945plnypeOG41GlEplpYud9u3bk5CQUOG5pKSkW/aPsPWb69LSUr755hsKCgqYN28eAQEBN9wvIMSb4Q93qfJYQ8b24uu1uwhpUnGGkyRJXMnJ4O9/LxvMDg4Oxre5CwUpWlR/ll1q4tmKEpOGpNwY3M2hdBvW9s7fnI2yxZvrsLAw1q1bx9q1a1m/fj2enp5MmDCB+fPnA9C1a1deffVVJkyYwIwZMygpKWHBggXk5+fTvHlzVq9eTY8ePWR+Fw1TaWnpTQfnhPpntVpZsmQJM2fOvGV9bVtcGZeeno670qU8+WCVrJwpTObBNqNwUDqQvDuBrkN74Xpd/x5BfvYwu69Dhw7o9XrefvttnnnmGXJzc1m9ejX33XefzX3nCTWn1+vJTc0m4IwEVjBYjDgpyyYiOStVOJxTkxKfTJu72skcacPk5+fHSW0iwSovAByUDuXJB4DMvCsEt7D9yTntRnWhda9wCg+lYi7U4xbkhXvP4EabfADo2LEjn3zyCWPGjJE7lDqRmprKnDlzCAkJYdOmTfj5lZXjbd++PQcPHqywb1JSEu3aVf0ZYev3zrUpJiYGg8FA08DmZJ4rIuNSDhEh7uza/jvDRw3Gzc3t1gdpBGzx3rk+eHl5lZdMgrIxlevLHep0OkJCQuQITWjAbnsFhE6nY/fu3Xz00Ud8+eWX1Wqka6v0er1IQDQgvXv3pnXr1nzwwQeMHDmSvn37yh3SbfHx8eGrr77C29ubmTNnkpOTw5tvvsnkyZMrfclNmDCB//znP2zfvp0RI0awa9cujh07xgsvvCBT9HdGkiQOHz7Mzz//zNSpU2ulAVG7yNb0HXU3v/94HH8/f5ydXNAb9RTk5zFi2j20al+WKFUqldw7egiFWT9xKTYHd1cPJEnC2exHrjaBARP7VlhdIdSPvn373vTfcmxsbPmfFQoF8+bNY968efUVml3TaDR4eXnJHYbwp3Xr1uHk5MSjjz56y31tcWVceno67gUOmK1lj8+rLxPm1bx8ZZq7mztpvyfS/sGetXZO4c7Zw+w+d3d31q9fz+uvv06/fv3w9PRk/Pjx5YlsoWHLy8tDd6mQUk0pSpRYJCueqmufdb7u3iTvjRcJiNukUqkI7NSM1D8yaBFUse+QtlRHdloWXeYMlie4GnL0cyFwnOjneJWnpyfFxcWVBg/tgVqtZsaMGfTp04eVK1dWWAF177338uabb/LZZ5/x8MMPEx0dzbZt2/jwww9ljNh25OTkoNPpcDb58sf2C+hNpVgNDuQmmTCbTWwt2M0DsyuvRBcarsOHD7NmzRqSk5NxdXVl1KhRLFmy5KarXVxdXWnbti2nTp2qNFZqtVrJysqqcO0oCNVRrQTEqlWrbrrts88+K5+12lBJkoSDg4PcYQg1EBQUxIsvvsjGjRuJj49n5syZDa4kU3BwMOvWrWPNmjV89NFHODs7M3bsWJYsWQJUnPXdtm1bPvjgA9566y1eeOEFQkNDee+99xrkctrMzEw+++wz2rRpw4oVK2p18OveqX3oek9H9m2NpiBXQ2hQCH+fMA7/phUHWN3c3JgxfxrJZy9z7LezlGiMdO/bia5DZ/DBv9dy6VLHBvl3Kwg1VVxcLBIQNmTLli3k5OSUr+i5mmD47bffOHHiRIV9bXVlnKW4rJSPJEnE5J9laqvh5dsUCgXmIvvtsdNQ2cvsvrCwMD799FO5wxBqmUaj4cCBAxSrCwn1D8RqlTiYdITmLkFYJStKhRJJAklrvPXBGqjExERWr15NQkICKpWKfv36sXTp0vLZ3tc7duwYb775JklJSXh5efHQQw8xd+7cW54jsvddxGYe4sThWEKCg3FwVJGbl0tJfjF9Hx2Oyl9MzmmogoKCyM7ObtCVA25k8+bNZGZmsmPHDn755ZcK22JjY/n0009ZuXIl7777Ln5+frz44ov06dNHpmhtS3JyMn5eQRzedAlJgtziNAI9mgPg6OhMwsGL5IwqJKiZqNNvDwoKCpg7dy6vvPIKkyZNIi8vj1mzZvHJJ59U2TduwIABpKenk5KSUj7WVlxcTFZWFhMnTqRJkyb19RYEO3HHPSCmTZvGRx99VBuxCEKNqFQqZs6cybFjx3jttdd44oknyhuJS5JEfn4+Op0ONzc3AgICbHLWR69evfjmm29uuO36Wd9Q9gUwYMCA+girThiNRr7//ntSUlKYOXNmnTV9DwjxZurjQ2+5n0KhICyiFWERrSo8v3jxYlavXs0zzzxzwxs7QbAnYgWEbfnrDfTSpUsBeOONNyrta4sr40JDQ0mKO4UXSi5pMwl1a4Kzw7WBbW1xMYHNxc2KIAjVYzabOXr0KBHebThWmIFzcyfySwpROChoHdKS1MIsWnmFUqAtpF1kpNzh1gm9Xs/s2bO5//77WbduHTqdjueff57ly5fz8ccfV9g3OTmZxx57jBUrVjBp0iTOnTvHjBkzaNmyJaNGjaryPAqFgm5T+lHStzOXd5/BWFhCWLdwggeFNeoSRvYgMjKSM2fO2F0CYubMmVXOwO7cufNN77MbO6PRSE6Wlqut4K5oLtEp5No4g5OTCyf3XmLEIyIBYQ/8/Pw4dOgQHh5llR+KioowGAxVjnVc7Uk6efJkzp8/z+7duzGZTDRt2pSoqCi7+zwRbq02esbdcQLC3d29Qm0wQahvvXr1onXr1nz44YcMHz6c9u3bs2fPHtLz04nJiSG/NJ8gryCevP9JuoXdeakfoeaio6PZvHkz48aN44EHHrDJZNBVXl5ePPHEE7zzzjssX75clGcT7ILBYCAnJwer1UpAQEB5mR6RgGhYbH1lXPPmzUkIiMOQbuJ4bjzjW1wr45OvLcTXwQvfvi1ki08QhIYlLS0NHxcvOKjGy8GdfHUhhzJjGdSmF+7Obqgd1GgMWnQaHW1H3iV3uHUiMzOT8PBw5s+fj4ODA05OTkyfPp3nnnuu0r5ff/01w4YNY/LkyQCEh4fzzTff3HLVW4VBBA8lbad1s4tVUUKZiIgIvv32W4YOvfUEratqY6BJsF0qlYqcAh0AedoMXFTuuKiu9XwwGg0YiiW5whPqwNXvgUGDBpGdnU2PHj2YMmXKTff/aynOqKgo+vTpw9/+9rc6jVOwXbXRM+6OExAXL14Us4QF2QUGBvLCCy/w6aef8t133+Ec5sz/kv+HVSorRJ1QmsCeN/bw+uOv80iPR2SOtvHIzc3ls88+IzAwkBdffLHBNLtt1qwZU6ZM4b333uPpp5+uUFNUEBoSq9XKqVOnKEw/j3fRGZSl+Vwyq3BpN4jug8ei0Who1aqV3GEKN/HXlQ+2vjLOwcGBQaOG8M2FL3CSHLGaLaiNGgo0hbhbXRg0d6yYSSsIQrVduXIF73xHzBK0C2zFz8n7cbI6YDFZ0FiKKdJpKClUM3XRwzgF2GfD1DZt2lQqdbxz504ib7Di4/Tp0/Tt25enn36agwcP4ufnR1RUFNOnT6/yHH8daFqwYAELFy688+AFmxAYGEh+fn6NXlMbA02C7WrdujUXY45hlVRcyImmR8uR5dtMZiPGUguBTX3kC1CoM7t27UKtVvPss8+yaNGim5bS/2vPuCtXrnDo0KH6ClOwQbXRM65aCYjMzMxKz1ksFjIyMnj77bcZPXp0jU4qCHXB0dGR9u3bc6XoCnv+2INjgCNGVdnMDYVCgeQiseLbFQzuMBgfhY+8wdo5s9nMtm3biIuLIyoqihYtGt6M17vvvpusrCy+/vprHnlEJK2EhunkyZMo0o4QnvQ/+DMh2wRQHzvO4cw4ih1aixUQQq3y8PAgT6HhkUUzKT6dDcUWIvp3ocnAtiL5IAhCjSiVSszFBs4WXOTolThaeDZlSGBPCkvUWCSJpo7+hPcNJ6BfK7lDrReSJLF27Vr27NnDxo0bK21Xq9V88cUX/Otf/+Kf//wnsbGxzJ07F29v7ypLMP11oEmsfrA/np6eqNVqvL29q7V/bQw0CbYrODiYpu182Hbid0K8w1A5lK34N5j0pKVdpolHWyL6h8gcpVAXXFxccHFxYcmSJUybNu2mnwt/7RnX0PqtCrWvNnrGVSsBMXTo0EolUyRJwsXFhTFjxrBgwYI7CkIQaktGRgbpTumkBabRLLcZBZ4FqD3UACgcFRiKDHx//ntmdZglc6T2KyEhgW+++YahQ4fy0ksv2XS5pVsZNWoUGzZs4Pfff6/RsmVBsAV6vZ6izKQKyYervJ2VFCZsJsd3Ml5eYhKBcGfMZjNFRUUoFArUajWenp5E9r4bessdmSAIDZXVaiUnJ4ede7fTwbUFD7QfjYtj2Y2vp0vZoMi5SxcIDmscg2RarZZly5aRkJDAxo0b6dChQ6V9nJycGDZsGIMHDwagZ8+eTJw4kR07dlSZgPjrQJNgfyIiIjhz5gz33HNPtfavjYEmwXYpFAq6976bH37YjLHQj0vaZKxWCwqLE8Ge7Rg9qyteAQ2jcoFwazExMSxfvpytW7eW/7s2Go2oVKoGU6FCsA/VSkDs3r270nPOzs74+vri4OBQ45MmJiayevVqEhISUKlU9OvXj6VLl1ZZyun8+fNMmzaNTz75hN69a++OVpJEbTt7IkkSeaV5mBxNXAq+hGepZ6V90ovTZYjM/hUVFfH555/j4uLC888/bzc3MlFRUbz55ps0adLkhsvdBcFWZWdn46s+U558sFjBaAXXP7/5A7xcyUk5I1ZACLdNkiTi4+O5cjEdh1wLVq2R7Ql7mTB5ApIkNegEtCAI8rBarRw6dIidO3fSpUsXRo8Zg38C5cmHq7KL8vBTeuBzT3OZIq0/qampzJkzh5CQEDZt2nTTe+a2bdtWqNsPZVULxP2uEBERwa+//lrtBIRg/77++msWPjWPpv4tiNuXhrbQiHeAKxH9Q0Tywc506NABvV7P22+/zTPPPENubi6rV6/mvvvuu2Wi0Ww2k5qaSlxcHBkZGZw+fZo2bdrYzViPUL+qVdg8NDS00k9AQMBtJR/0ej2zZ8+ma9euHDhwgJ9++omioiKWL19+09eUlpbyzDPPoNfra3y+WzEajSK7b0d8fX3xc/rzolwBxW7F5dskq4TSRUlzL/u/UalPFouF7du3869//YuxY8cyd+5cu/pCcnBw4Mknn+Sbb74hKytL7nAEodqsVivKkms1fxMKHfkl7VoJHAelAotRL5bUCrctOjoa7YV8mpx1JCDXGcdCK+4WZ4x7czj2v71yhycIQgNisVjYt28fK1asID8/nxdeeIGpU6cybOy9aEKtpGSnUaAtIk+Tz/nLSUhFRnrPHmH3pd3UajUzZsygW7dubNiwocoJew888AC7d+9my5YtSJLE8ePH2bZtGxMnTqzHiAVb1Lx5c9LTxSQ8oUxycjJms5kOHTrgFeBKv6ntGTm7E30mtRXJBzvk7u7O+vXruXDhAv369ePRRx+lb9++VY7BQtnY7eHDh9HpyhqWm0wmcnNzOXLkCBkZGfURumBnqpWAeOyxxyo8/vnnnys87tWrV7VPmJmZSXh4OPPnz8fJyQlfX1+mT5/O8ePHb/qaV199leHDh1f7HDWh1+txdnauk2ML9a979+6Eu4TjoKicHLOUWPBs7cmUdlNkiMw+Xbhwgf/7v/9DoVDw8ssvExYWJndIdcLV1ZVFixbx/vvvo9Vq5Q5HEKolICCAIvO15EKxUclFzbWFj/nFpTi5iJsMoeZKSko4duwY0YePkxOdQlFpMUhwIDOGASHdCPYNJG3vObSZRXKHKgiCjbNYLOzZs4cVK1ZQXFzMiy++yMSJE3FxKUssuLi4MGLWRPo+OQafdkH4hgQyYOxQhq6ajkePYJmjr3ubN28mMzOTHTt20L17d7p27Vr+A9C1a1e2bt0KwD333MOHH37IF198Qffu3Vm2bBnPP/88w4YNk/MtCDZAoVDg7OxMaWmp3KEIMpMkiS+//JJHH31U7lCEehQWFsann37K8ePH+f3333nqqaduORH75MmTuLq6cvz4cS5duoRGo+Hy5cukpqayf//+OpkgLti3apVgOnHiRIXHr776KmPHji1/bDKZqn3CNm3aVOq0vnPnzpuWNvnxxx+5fPkyK1eu5MMPP6zWOf46QFhVDUO9Xl9+gSs0fMHBwYwdOpbU4lS2XN6C5CghmSQks4RHSw9WjFyBj8JHDCLfIa1Wy8aNGzEajTz11FP4+PjIHVKdCwwMJCoqirVr17J06VIcHav18SkIsvH09MSxdX+KY47h6aREY1KQU6rEYgWz1YqmMB+XoFZyhyk0MKmpqVy8eBGjppT2Ts1wC3WiQFNEWt55dKZSgt0DAPD39SX519PcPWOgzBELglDfjEYj6enp6PV6PDw8CA0NrbRy3mw2s3fvXvbs2UO/fv14+eWXqxwMCWgdTEBr+084/NXMmTMrNAP+q9jY2AqPBw0aJJoFCzfUoUMHzp07R5cuXeQORZDR3r17ufvuu/H19ZU7FMGG6XQ6DAYDZ86cueH2vLw8Tp8+XaPJ6IJwWyNof60jebs1fiVJYu3atezZs4eNGzdW2p6cnMy//vUv/vvf/9ao3NNfL7oWLFjAwoULb7ivwWAQCQg707FjR1a3Ws2Y6DH8lPATGqUGk95EzJcxvLTxJV7iJblDbLAkSWLPnj3s2bOHBx54oNH1RGjXrh1Dhgzhk08+4YknnhD1zQWb13PoOA5fiacgcQsFemfCvExEZxnxKM2i96MrOLInU+4QhQZEq9Vy6dIl2ru1IHbXAZyDfHBwccDRyZHDuXH09Lv2neDo4Ii+QCdjtIIgyCE5OZnLiRfxKXFBZXQg2yGX8+5niexxF02bNsVkMrFnzx72799P//79eeWVV0QpQEGoBxEREURHR4sERCNWUlLC7t27WbFihdyhCDauuLiYoqKim253dXUlNjZWJCCEGrmtBERtDLpptVqWLVtGQkICGzdupEOHDhW2GwwGnnrqKZYvX05ISEiNjr1v374KNeirmk0jSjDZJ1dXV0b1H8Wo/qOAsplYxpnXmrJptVoxO6iGUlNT+eyzz+jcuTMrVqxotCsA+vXrR0ZGBlu3bhU1dQWb5+TkxMAZL5F7YQw/rXmL8EAjGtdmTHjxa0qcg3A/9m+5QxQakKSkJFoEhKL7LRMvZ0+KtBqyinM4cimWSV1GoClUY7FacFA6oNEW0yGypdwhC4JQjzIzM0k/nkzzbDeQAKy44ICX5MbJ3KMc9rESExPDoEGDeOWVVxrttaQgyKFt27b873//kzsMQUb/+9//mDp1qkj6CrekUqkoLCy86XaLxUJJSUk9RiTYA1mu+lJTU5kzZw4hISFs2rTphs204uLiSElJ4YUXXuCFF14of/7xxx9n4sSJvPLKKzc9voeHR7Wb4Or1elxdRQ1se1dVGS6haqWlpXzzzTfk5+czb948AgIC5A5JdtOmTePdd9/l+PHj9OzZU+5wBKFKCoWCoPY9cG3WicmLF/PRRx+h9G+DJjMTT09PucMTbFBGRgapqalIkoQkSQQHB9OqVSuKi4sJMLpglsDDxY1tCXtxcXfhge7jcXRwxFhqRG8yolI6UKLR0fLexrVKThAau3Mnz9A0yxmum6tmspg5mnWakzGJRPS+SyQeBEEmjo6OKBQKzGaz+DfYCGVkZJCdnV3eP0YQquLr60tpaSlOTk43nICek5NDRESEDJEJDVm9f/Oo1WpmzJhBnz59WLlyJUrljftg9+jRg9OnT1d4rkOHDnz88cf07t271uIxGAxiBYQg3IAkSRw+fJiff/6ZqVOn0q1bN7lDshkKhYJ58+axatUqAgICaN26tdwhCUK1eHh4oNVqkSQJjUaDl5eX3CEJNubkyZM4OjrSsWV7LJe0mIsN5Oblc/BCKrg5kJuZy+8X9pBbWkiPppHoTQbU2mL8vHwwm00UaovQFhYzKGo0Kn8xwUMQGguz2YwxRYODIggou448mBFLXO55ejXtzBNdH+CSNUcMfAqCjNq0aUNycnKl6hOCfZMkic8//5y///3vcociNBBKpZL+/fuzadMmWrRoUWGbWq0mNzeXIUOGyBSd0FBV6wqwtLSUYcOGlT8uLi6u8Lgm3c83b95MZmYmO3bs4JdffqmwLTY2lq5du/Lqq68yYcKEah/zTogm1IJQWVZWFv/5z39o06YNK1asEKtHbkClUrF48WJWr17NM888c8OVXIJgi4KCgsjLy6O4uFgkIIQKMjMzcXR0JFTyR7vt0p8lVMAHJbl5BWzPPIhSqeTeoF609C4rj2mymMkovEJSThKpqakMuasfQ56djGsTsbpGEBobq9YETmWDXVuT9uDt7MHcLvejVJRNOLPoTDJHKAiNW0REBGfOnBEJiEbmxIkTtGjRguDgYLlDERqQzp07k5WVxc8//4yzszMajYb4+HisVitRUVFi/EOosWolIF5//fVaO+HMmTOZOXPmTbfHxsbedNu5c+dqLY6r9Hq9KEEhCH8yGo18//33XLp0iZkzZ9K0aVO5Q7JpXl5ePPHEE7zzzjssX75crKYSbJbFYilfPtuxY0fOnDmD2WwWCQihgsuXLxPeoh26n1LKkw9pmiv8dvEwSoWCCEsoIUPC8U+9lpRWOTjS0j8UQ6qeYSG96TJ/OI5+YmKHIDQ2jo6OKF0cMZvM7Lh0AF8XLwY271G+vdSox8NH3HMJgpw6dOhQaRKoYN9MJhM//vgjL730ktyhCA3QiBEj6NmzJ1u3biU+Pp57772Xnj174uvrK3doQgNUrQREixYt6N69e13HIguDwSBq2guNglarJTs7G6vVip+fH/7+/hW2R0dHs3nzZsaOHcsDDzxQK83mG4NmzZoxefJk3nvvPZ5++umblpUTBDldv9ohPDycbdu2ERQURJMmTWSOTLAlkiRhTdGVJx++P7sLk8XM+PaDCXDz5ezF87R3ak5KSCZp0efx8vDEaDRRXKSmhUtTOs64RyQfBKER6zisKxve/JhQv+AKyQer1crF9BQGPl0/K9wFQbgxV1dXDAYDVqtV3LPYKaPRSFZWFiaTCW9vb/bu3cvo0aNF1Q/htvn6+jJ48GAUCgUjRoyQOxyhAatWAmLOnDnExMTUdSyyKC0tFR/Ggl2zWq2cPn0afbEJq9YVo87CeWMWLv4SfQf2QqfT8dlnnxEQEMCLL74omrLfhi5dunDlyhW+/vprHnnkEbnDEYRK1Go13t7eAAQEBJCcnExxcTFNmzYVzQiFcpIkYdLoy/98RZvH/J4PlW83mow4lygY9OgoiocWkn0gGYXGgn/zIDx6NRXJB0Fo5A6cOkJgm6YEZLuRXZSHq7Mz2pIS8vJy6TqpH36tguQOURAavWbNmpGenl6prrvQ8J05c4a0S5kYCx0xl0oUlcYSc24/K1etlDs0QRCE6iUgJEmq6zhkYzAYRAJCsGvx8fFYi13Ij1eC1fLns94UZutYve9fKF3MREVFiYvQOzRq1Cg2bNjA77//ztChQ+UORxAqKCoqwtvbm0uXLpEYfQBJnUGBOoVil0x+Tb9A5z5DaNasmdxhCjJr2rQpeXl5+KAkR1dAkPu1lXKlRj3KEiuuQWUlVDxDffGc3uNmhxIEoZH59ttvUSqVLHj5KUqzi7mw8xQl+cUENG9Kn0WjcA50lztEQRCAyMhIzpw5I+797ExSUhIpCdkUXlAhWQEUxCRHE9akL9u+2c39M8ehUqnkDlMQhEasWuvu7LkUi16vF3XbBbul1+vRFOrIijeC9VoiMaswhd2n/odU7Mb0yQ+LC9BaEhUVxbFjx0hISJA7FEGooKioCKVSyYXdX9Iu8T3aOWZwMaeElgV/0C7xfeK3r6egoEDuMAWZtWzZkgJnHYU6NZeK0mntEwqUJR/OnD9LG89muPcUDQwFQajo+++/x2Qy8cADDwDg2sSTu/7Wnz5PjSbykb4i+SAINuRqLzDBflitVs6fuUjhBeWfyQfILU5H5eCEv0cIRRcl4mMT5Q1SEIRGr1orIEpLSxk2bFiV++zevbtWAqpver1erIAQ7FZ+fj4WtXN58sFkNnIw8WccHVTc2+UBFCiJ3nuODp3byhypfXBwcODJJ5/k9ddfZ968eaKJt2Az1Go1hZmX6J2zDYUSWnsYkQAHJYCVFpnbOXOsM/1HTZU5UkFODg4O9B0+gNjigxyPOUWvoM6cOhePssRKuGdLmj14tyizJAhCBT/++CNarZa//e1vcociCEI1eHt7o9Fo5A5DqEVqtRpttqU8+WC1WjiTcZg+YeMA8HL3I2b/Obr26ixjlIIgNHbVSkCoVCoWLFhQ17HIQpRgEuxdabEJcPjzkUTnlvfg71k2g9VoMlCiMcoWmz1ydXVl0aJFrF27lmXLluHh4SF3SIJAUVERjjmnUf257rG5uwkvJ0v5dmdHCW3CLhAJiEbP0dGRntMG8dPJ3fTt1R9lsQWXQA/cewaL5IMgCBVs27aNgoICZs6cadcr5gXB3gQEBJCbm0tgYKDcoQi1pLTYiANuWKwWjl3cQViTrjg7lvV2VCgUlBSLe35BEORVrQSEo6MjkydPrutYZCFKMAn2zM/Pj1MlF3EnBACVo3N58gEgrzCP4JaiIWBtCwwMJCoqirVr17J06VLR4FeQnVqtJtRcBE5lj1VKmNWusOJOurx6j0uwTaWlpbh6utF0Yke5QxGEaktMTGT16tUkJCSgUqno168fS5cuxc/PT+7Q7NL27du5cuUKs2fPFskHQWhgrvaBGDRokNyhCLXAy8sLs2QAq5mjydtpFRBJiO+1CgfFuiKaNBPJJkEQ5FWtHhD22IQ6Ly+P6Oho8vPziYuLQ61Wyx2SINQ6V1dXQtv7odYWVtpmMOpJT01nwLi7ZYjM/rVr144hQ4bw73//2y4/Q4WGpbi4GG9ff0wWa/lzgS7XVkAYTFY8fEUyUihz4cIF2rVrJ3cYglBter2e2bNn07VrVw4cOMBPP/1EUVERy5cvlzs0u7Rz505SU1NF8kEQGqiIiAjRs86OODg4EN69BfsTv6dN0F0Vkg8Wi5nMrAwGT+whY4SCIAjVTEBMmDChruOoN5IkERMTQ3xyPGc5i0ah4bTxNEdPH+Xs2bNyhycIta5P/x64hRhJupRIsU6NrrSY1MwUTp0+xaQZw/AJEo0B60q/fv3w9/dn69atssZhMpnQarUYjWLpbVXUajXR0dEcOnSIgwcPEhcXR0lJidxh1Qqr1UrnsY+RmqurlBCTJInUPA0RY+fKFJ1ga86dO0d4eLjcYQhCtWVmZhIeHs78+fNxcnLC19eX6dOnc/z4cblDszu7d+8mKSmJxx57TCQfBKGBCgoKIicnR+4whFpSWlrK7v276NG9J/piM9oSDXpDCbmFVziXdJYxDw4iqJmv3GEKgtDIVasuyKuvvlrXcdSbixcvck53jj2aPVixUmQsYn/ufpQouaf0Hnx9fQkODr71gQShFlksFqKioggNDeWNN9644T6ff/45n3/+OUVFRYSGhrJgwQJGjhx5y2M7ODgw6dERpPfP5vDOeHRFBlq1b8pDi+/FO9Cttt+K8BfTpk3j3Xff5fjx4/Ts2bNez63X6zl06BAXzl4k43whpcUmmrUI5f6ZY2naMqBeY7F16enppKen066pD25Zp0GbQ1GJB9EZSXTqPRhf34Z/0R7UvgftRj9B4ta1+Hh74qJyoNRoQa3R0HnKEvzadJE7RMFGJCUl2dXkE8H+tWnThvXr11d4bufOnURGRt70NVqttsJjJycnnJyc6iQ+e7Fnzx7OnDnD/PnzUSqrNY+tQTEajRUma/z1d0QQ7IVCocDT0xONRoOXl5fc4Qh3QKfT8dZbbzFt2jQiIiLITMnlwM8nUReW0LZlCDOfHycmHAqCYBMaXWHy+OR4fjf+jqSoOAPUipWDpQcJPBvIuOBxMkUnNFbvv/8+J06cIDQ09Ibb9+3bx7p169i4cSNt2rRh586dLF68mF9//ZVmzZpV6xzNWjdh2uNNajNsoRoUCgXz5s1j1apVBAQE0Lp163o5r8FgYOvWrWScL+T8oTwka9ln3um0ZE4eWMOiF2bRdUjbWxylcTAajaSkpNDNtxjF7tVAWZkiH+Bui4JTuYn0f2SpXcz0bD32SZr1HEPGbx+hy0nDL6gFve59AsfAMLlDE/50+PBh1qxZQ3JyMq6urowaNYolS5bg4lK5AfTs2bM5evRohT4z77zzDgMHDrzt80uShNFoFP2xhAZLkiTWrl3Lnj172Lhx4033+2vt8wULFrBw4cK6Dq/B2r9/P6dPn2bBggV2mXwAWLduHe+//77cYQhCvejYsSNnz56ld+/ecoci3CatVsubb77Jww8/TPv27QEIaRXI/fPvlTkyQRCEyhpVAsJkMnG68DSSR9lAnCRJcH0ewhGOZRxjHCIBIdSfw4cPs2vXLkaMGHHTfS5evIgkSeU/Dg4OqFQq0dy4gVCpVCxevJjVq1fzzDPP1EtDzLi4OIoLdRWSDwAqByeMZokv39lG285zUVYe02x0UlNTaebrguLo21xNPlylcpDwufwL+ckjCQjrJk+Ad0iv11cYTFYFtaPVQ2tkjEi4mYKCAubOncsrr7zCpEmTyMvLY9asWXzyyScsWrSo0v7x8fFs2LCBXr161VoMV65coUkTkawWGiatVsuyZctISEhg48aNdOjQ4ab77tu3Dw8Pj/LHYvXDzR08eJDo6GgWLVqEg4OD3OHUmblz5zJz5szyx1qtVjTpFexWREQEe/bsEQmIBkqj0fDmm28SFRVF27ZiUpkgCLbPPqev3ISDgwO52tzyx+Z8Mw4+FS+ic0tz//oyQagz+fn5vPDCC7z99tu4urredL+xY8cSEBDAmDFjiIyM5Mknn+SNN964ZbkwrVZb4Uf0AJCPl5cXTzzxBO+88w4Gg6HOz5eUlERBqqlC8uEqJ0dn8jTZxP5+SZQX4M8GzXkxXE0+HEyX+DJeIrmwLOHn6e6C9thX8gZ5B4qKivDx8ZE7DKEa/Pz8OHToEFOmTEGhUFBUVITBYLhh0jItLQ21Wk1EREStxiD6PwgNVWpqKlOnTkWr1bJp06Yqkw8AHh4eFX5EAuLGjhw5wpEjR+w++QBlSai//l4Igr1q0aIFaWlpcoch3IbCwkLefPNNZs2aJZIPgiA0GI0qAaFUKvFw9cBisgBgSDLgEnZt+q9BayDAT9RFF+qH1WplyZIlzJw585aDPSaTifDwcL777jtOnjzJ//3f//HCCy9w7ty5Kl83aNAgunfvXv6zbt262nwLQg01a9aMyZMn8/7772O1Wm/9gjtgNpsp1VxLOBU6JFfcQZL47ustYmYf4OzsTGlBBgAag8S+VOjXDI5mwj8OwY/nIScrvVLz5oZCrVbj7e0tdxhCNV0d8Bo0aBDjx48nMDCQKVOmVNovLi4Od3d3nnrqKfr06cO4cePYtGnTLY9/q8R0YmLiLQduBftiNBor/V40NGq1mhkzZtCtWzc2bNhQLysNG4Pjx4/zxx9/8OSTT9p98kEQGhulUomjo2O9TIwSak9+fj5vv/02jz32GK1atZI7HEEQhGprVAkIgEcGPELa+TQsZgumPBOOAWUlbMxGMynJKcwYOEPmCIXGYt26dTg5OfHoo4/ect/XXnuNdu3acdddd+Hk5MTUqVPp0qULP/zwQ5Wv27dvH9HR0eU/c+fOra3whdvUpUsXIiMj+frrr+v0PO7u7jh7/vn5hgHFdR/3kiTh6KDi/ocnsW/fvjqNoyFo0aIFGZqyxPS3Z+H+jtDGR8FDkQpeuAdCyOaU2pOXX36Z//73v6Snp8sccc2IFRAN065du9i/fz9KpfKG5ZeMRiNdunThqaee4o8//mDp0qWsXLmSHTt2VHncWyWms7Ozb7m6TrAv69atq/A70RAT05s3byYzM5MdO3bQvXt3unbtWv4j3J7o6Gh2797N4sWLRclPQbBTHTp0uOWENsF25ObmsmbNGubNm0fz5s3lDkcQBKFGGt3VZETzCKKGRvHxdx/j4+RDUVYROp2OfF0+z45/ljDRiFOoJ1u2bCEnJ4cePXoAZXXaAX777TdOnDhRYd/MzEw6depU4TlHR0dUKlWV5xDLx23TqFGj2LBhA3v27GHIkCF1co677rqL7PTdKJQKjGhwlrzKt5WadLQM7ECXIa1Quljq5Pw1lZCQwOuvv865c+dwcXFh1KhRPPfcczcsibFv3z7eeust0tLSaNq0Kc8999wd/T16eHjg0m4gB38+gsXqRphvWbNpi1UiMSWbe9zTaf7Uj1i9W3DmzBm2bdvGlStX6Ny5M/3797f5wVqxAqJhcnFxwcXFhSVLljBt2rRK/x8nTZrEpEmTyh/379+fSZMmsWPHDkaPHn3T41ZV995gMODk5GQXDdeF6rOHuvczZ86s8B6EOxMbG8vOnTtZsmTJLa81BUFouCIiIjh16hR33XWX3KEIt3DlyhXee+89Fi1aJHp1CYLQIDW6BATAIz0eIftINsUhxeQ55tHSvyUP3vUgzTybyR2a0Ij88ssvFR4vXboUgDfeeKPSvkOHDmXjxo0MGTKEjh07smvXLo4ePcrTTz9dL7EKtS8qKoo333yTJk2a1HoNd4A2bdrQ8a50Cq7oOHlSjbelJVarhVKjDl/PQB58cgReAa42UWrDarUyd+5cHnvsMb788ktycnKIiorC19eX+fPnV9g3JSWFhQsXsmbNGgYPHsyuXbtYvHgxu3btuqOL8U733MvGr/7LYMVREpJdsVismEsKaetaTPAj74NvK5RAp06d6NSpExaLhdOnT/Pdd9+Rn59P165d6devHwEBtlfGr6ioiBYtWsgdhlANMTExLF++nK1bt5YnBoxGIyqVqlKfoE2bNuHu7l4h2WA0Gis0HL+RqhLTSUlJhIWJiRiNjZOTk+h/IJQ7ffo0P//8s0g+CEIjEBYWxvfffy93GMKfLBYL6enpXLlyBYCgoCCaN29OdnY2H374IYsXLyYwMFDmKIWGKDExkdWrV5OQkIBKpaJfv34sXbpUlKwU6lWjTEBYLBY0uRpeXfCq3KEIwk117dqVV199lQkTJrBgwQIcHBxYuHAharWali1b8sEHH9CxY0e5wxRuk4ODA4sWLWLVqlXMmzePpk2b1spx8/LyiIuLQ6vVolQqGTCqB5dzz9HSOxCzQUHnTkMYMqk7PkHutXK+2qBWq8nNzcVqtZb3WVAqlTdszP7DDz/Qo0cPhg8fDsCYMWPYvHkz33777Q3L1FTX/v376TN8AqMGvYzh6KcoitJwDmoD3f4Gvq0q7e/g4FBe3sNkMnHy5Em+/PJLiouL6dGjB3379rWZskdqtdpmYhGq1qFDB/R6PW+//TbPPPMMubm5rF69mvvuu6/SALFWq2XNmjW0bNmS8PBw9u/fz08//cSGDRtu+/yi/4MgNG7x8fFs2bKF55577pbJTKH+1GTgaPbs2Rw9erRC2ax33nmHgQMH1mfIQgOhUqmQJAmLxSL6vMhMp9MRExODj4c/jsX+lBYbuZCazeGDxzgdH8tzzz0nBouF26LX65k9ezb3338/69atQ6fT8fzzz7N8+XI+/vhjucMTGpFGmYA4ffo0nTt3ljsMQajgrysfYmNjy//s6OjIwoULWbhwYX2HJdQhNzc3Fi1axDvvvMPSpUvvuFxWXFwcZ8+exc3JkysXSinMU1NsPI23lzdLXp9rszMZfX19iYqKYvXq1fzzn//EYrEwbNgwoqKiKu2blJRE+/btKzwXFhZGYmJilef460qP62f8lpaW8uuvv7JixQoUKhUuo1+rUfwqlYqePXvSs2dPDAYD0dHRrF+/Hr1eT69evbjnnnvw9PSs0TFrk+gBcWNGo7FCA2ZbWA3k7u7O+vXref311+nXrx+enp6MHz++fCXQ9YnpGTNmUFJSwoIFC8jPz6d58+asXr26vKzf7bhw4QJjxoyprbcjCEIDcvbsWTZv3iySDzampgNH8fHxbNiwgV69eskQrdAQtW7dmosXL9KuXTu5Q2nUYmNj8VWFcm5PXvmErEJtDseTD3BPn37iWl64bZmZmYSHhzN//nwcHBxwcnJi+vTpPPfcczd9zV/vi0wmU12HKdi42rh3bpQJiD/++IPp06fLHYYgCAKBgYHMmDGDtWvXsnTp0ttu9FhQUMCZM2eQil3ZuuUweUVZSFiRnEuxmCXWvvpvlvxjXi1HXzusVisuLi689NJL3HfffVy+fJkFCxbw7rvvsnjx4gr76nS6SisjXFxcKCkpqfIc19czlySJmTNnMmvWLLy9vfnuu++YPHlyrSRonJ2d6du3L3379qW0tJRjx47xwQcfIEkSffr0oXfv3ri5ud3xeWrCYDDg4uJSr+dsCNatW8f7778vdxiVhIWF8emnn95w2/WJaYVCwbx585g3r3b+XUuShMFguOHKI0EQ7Nu5c+f49ttvee6558T3hY2pycBRWloaarW6xqU9q5qkIdi/iIgIzpw5UyEBYYuTNOxZbm4uTko3zh26lnzIL84i5tIeBkZMQZ1ayIUzl+jQqa3MkQoNUZs2bVi/fn2F53bu3ElkZORNX/PXXmBRUVGEhobWSXxCw1Ab986NLgFhMpkoLCwUjXsEQbAZ7dq1Y8iQIfz73//m8ccfv60GsHFxcbg5ebL5+/2odXm4ubijUCgoUZXgrgjg11/20qJZG6Y/PqoO3sGd+fXXX9m5c2d5X5R27doxf/58Vq5cWSkB4erqWt6w/Sq9Xo+7e9Ulpa423r148SIFaecJMV+iZO+7nMw1cPaSmYcffrhW39PVWAcNGsSgQYPQarUcPXqUtWvX4ujoSN++fenRo0e9DPRcvZERKrKHxru1KTc3V9QVFgQ7ZjQauXDhAoWFhSgUCiRJIjg4GKvVytdff83zzz9f7wly4dZqMnAUFxeHu7s7Tz31FHFxcQQEBBAVFcV9991X5Tn++t23YMECseq6EQkPD+fXX39l4sSJ5c/Z6iQNe1VUVERJTtk1e4mhmPT8C6TmnWNQxBScHF2wekrE7ksSCQjhjkmSxNq1a9mzZw8bN2686X5X752vunLlCocOHaqPEAUbVRv3zo0uAREdHU23bt3kDkMQBKGCfv36kZGRwdatWyvcAFSXRqMh9ayawuIcPNw8MDgW4mT2QsKKUuGAh7sXP/3vN4ZP7It/U686eAe3Lysrq8IsKygrO3ajFQnt27cnISGhwnNJSUl06tSpynN4eHhw5coV3HJPcZdmO0hWAL49Y+TRMImY796m5wM3X4Z6pzw8PBg2bBjDhg1Do9Fw6NAh3nzzTdzc3OjXrx/du3e32RJZ9krM8KxI9H8QBPtlNBo5evQoLQKbEazwwKI1onRXEZd8kR+3b+G1114TyYcG4FYDR0ajkS5duvDUU0/Rrl07jh49ysKFC3F3d2f06NE3Pe5fB5rEd2Pj4ubmRmlpKZIklU+CEpM06o8kSeTm5vLH0UNkZmXgrHKjmX87Bkfeh6ND2b2BxWqmVGOWOVKhodNqtSxbtoyEhAQ2btxY5XW/h4dHhe8FcZ8q1Ma9s7KWYmkwDh48SP/+/eUOQxAEoZJp06aRkpLC8ePHa/xaJycnUlPScHRSoFNdQSk5onO6goNUVsfZarXi6ODEvm2xtzhS/evfvz+5ubl8/PHHWCwW0tLS+Oijjxg/fnylfSdMmMCxY8fYvn07ZrOZ7du3c+zYsVsmbcxmM/mpiYTlXEs+RGdZCPZQENHEGa/UXeQn18/fjZeXF6NGjeKll15i5syZ5OXlsWrVKt555x2io6Mxm2vvBsNisaBUNrqveuE2nDt3jvDwcLnDEAShDpw9e5bmykAc9uVTGpeL8ZKa5EMJ7Ph2Kw8Pv4/8/Hy5QxRuQavVsmjRIrZt23bTgaNJkyaxfv16IiIiUKlU9O/fn0mTJrFjx44qj311oOnqj0hAND6hoaFkZGSUP3Zycqr0eyHUHovFUt6vZcWKFZw6dQp3Nw+GRE6jf/gEWgV2LE8+AOTkXKFFq2YyRiw0dKmpqUydOhWtVsumTZvEpCNBFo1qVKK0tJTS0lJ8fX3lDkUQBKGSqzXdd+zYwaVLl264j9VqRavVotPpKjzfvn178nRpmF2KcTMF4WTxwsXsi8rijlWy4qhQ4eTkQkGOuj7eSo2EhYWxbt06fv/9d3r37s3f/vY3hg4dylNPPQWUNd7dunUrAG3btuWDDz5g3bp19OzZkw8//JD33nuP1q1bV3mOvLw8gvXJ5ckHk0Xih7Nm7o8oWwjYLMCbzP1f1OG7vDE/Pz/GjRvHyy+/zEMPPURqair/+Mc/+OCDDzh16hQWi+WOjl9cXIyXl22teBFsU2ZmJiEhIXKHIQhCLbNarRRl5eMYr4U/K/JlFeey6ewu/t5lCsHpLqSdvyxvkEKVqjtwtGnTpkrJBqPRKJqKC7d0tQ9EQ1VQUMC9997L0aNHy59bsWIFnTp1omvXruU/3377rWwxlpaWcujQIdauXctrr71GfHw8Q4cO5dVXX+WJJ57gnkHdKFDnVXpdoTofXaGRnve2lyFqwR6o1WpmzJhBt27d2LBhA35+fnKHJDRSjaoE07Fjx+jVq5fcYQiCINyUSqVi8eLFrF69mmeeeab8AkGSJM6ePcupmASuJGkoLdbj4u7MiCkDaB/Rmh07duDp70xOijNK97KPdpW1LPmgLS2mqXdrzGYzTUNts//N1cbNN3J9412AAQMGMGDAgBod32Kx4Ga6lnwpNcP0SEdcVWVLzVWOCiwF2TWMunYFBgYyefJkJk+eTGZmJgcOHGDz5s2EhIQwYMAAwsPDa7yaoaioCG9v7zqKWLAXRqMRlUp1W/1nBEGwLRaLBbVaTWFhIUVFReTm5nJ6zwmiS0Fj0GKymJGQ+HuXKXg4lZVdMlwskjdo4aauDhz16dOHlStXVnkdoNVqWbNmDS1btiQ8PJz9+/fz008/sWHDhnqMWGiIIiIi/p+9+46K4mr/AP7dXXZZehEEsTfATlNBVIKKGnvHGjVqTKIm9h5Lqr4xxp8xJiTGJL76xiTGElvsYi8IYqeoCIJ0WNhl+9zfH4SVFaVI2WV5PudwDrszO/PM7L2zM/PcuRe//vor+vbta+hQKuzGjRtYunQpEhMT9d6/ffs2PvnkEwwfPtxAkRUmRq5fv47IyEgwxuDl5YWJEyfCycmpxLz+PTojJ+U8Ik7dQr169QDwkJWVBaYww9j334Stk0XNbwAxCXv37kVKSgqOHj2qG3OxyIvX2YRUJ5NPQOTn5yM1NRWMMZw9exYLFiwwdEiEEFIqW1tbvPfee/i///s/LF++HGq1GkeOHEHcrUTkJ4hgIbQCeBZQZnPY+vH/wHPOwZTpkzBt2jQseHcFkuKyIOALwBiDgCeEm10LmJmZg3FydB/UwdCbZxC2trbIKACK2nfbmvPQwUWgm56Zp4B9/aaGCe4l3NzcMGbMGACFLR8vXLiA3377Dc2bN0ePHj3QqlWrUm8WcxyHZ8+e4datW9BoNFAoFDUy4DWpXaRSKZ49e4bHjx/D1dVVr/9nQuoSqVSK1NRUaLVaODo6wsnJyajqAmMMMpkMubm5yMnJ0f0VvZZKpbp5+Xw+bG1t4eDgAAcHB9jZ2cFZ5ABvF3fYiKxgbqbfvQ7HcdDkKWt6k0g5lXXjyNvbG2vXrsWQIUMwefJkFBQUYPbs2cjKykLjxo2xfv16+Pn5GSh6UlvY2tri2bNniIyMhI2NDZo2bVoruuLat28fNm/ejEWLFumenAYKG1bExsaWOUZcaYr/Ljg4OMDZ2bnM3wXGGJKSknD16lXcu3cPtra26Ny5Mz788MMyx9nh8XgYMLYn/N/wxpV/7iM/W45Ofm3Q8Y2mlHwglTJ16lS9MV0qSiaTITExEdnZ2UhPTy9XXSDkZUw2AaHVahEdHY08TR6S+clIl6Tjae5TnL12Fr0DesPCgg7ihBDj1ahRIwwbNgxr1qxBW/cOuHH5DsyU1lBq85FbkAZnm8bI12Qij5cMm9SGaNnYE+bm5vho3SL8sHEXnkTnwkJkBYHADApVAeSKfMxYMB52znVzkEkbGxs8dfGBNPE2rEX6rQe1HIcniYnoHLrJMMGVoUmTJhg/fjwYY3j8+DHOnz+PHTt2wN3dHd27d0ezZs30TgKzs7MRHR2NemIO6kcXYVWQi2u/3kO9Tv3Qzj/EgFtCjAXHcYiOjgaTa+GksEJyxCPY2dji4snz8An0o8FoSZ3BcRxu3boFrkADJ4UVUMAhWRmHBzb34BPoBysrq2pdv1qtfmlCoeh/juN081paWsLBwQH29vZwcHBAs2bNdK9tbGxKvxlwNx8imbBE8gEA0nIz4NaIul8zVmXdOCreerWoK8/333+/JkIjJiI5ORlnzpyBLE+Gy/87CV4BA9/SDD1G90G7rp0MHV6punfvjsGDB8PMzEwvAfHgwQNoNBps3rwZN27cgI2NDUaOHInp06eX+RQRx3G4e/culAVaCJV20CoYHqvjYGZ/DwHdO5f4XdBqtbh//z6uXr2KJ0+eoHHjxujatSuGDx8OM7OK325zdLXBgCnUa4exUKlUUKlUutfFE/6mjuM43L59G1KpFGlpacjNzcXly5dhaWmJgIAAGhuGVJjJJiDu3LmDNGEajuYeLeyC5I4UvNY8HFEcwcOjDzFn2BwamJMQYtQ4joOlmT1OHrqAepYNITIXQyQUQ22uQlzOVVib26GlrT/yZbm4cDgaQ6Z1h4uLC+avmolrFyNx7cwdyKVqtGjeCf3H9ED9RnV7/JsO3fogKvUu3DLC0dDRCgI+Dxl5CjxKSIT7gNkwc25l6BBLxePx0KJFC7Ro0QKMMcTGxuLUqVNITExEmzZt0KNHDzg5OSE6OhrtLbNhduNH3EvmoZENQzsNhyfHLiM+4y5aDZ5r6E0hBnbnzh04KixhFa8BGIfkp0/Rx2c48ISHq2nhCBrfj86RSJ1w9+5dOMgtdHUBACxhB0WOClfTw/HG+P4VrgscxyEvL++lCYWcnBzI5XJdssDMzEyXUHBwcEC9evXQsmVL3ZMLQqGwjLWVj9fgAJz8+A+0aNUCDlaF3fIxxpAuyULqk1T0eye4StZDCKldJBIJjh07BqscAZzSRMhm6WgkcAKgxj8f74bZ+1p4DPQxdJiv5Ozs/NL38/Pz0aVLF0yaNAkbN27E/fv3MWvWLPD5fEyfPv2VywsKCgKfz8eg4DHo2XYY+LyiJLA1FGkqHHl2FiMm9YdKpUJUVBSuXbuG3NxceHp6olevXiUaBZHaLywsDFu2bDF0GAZx//59FBQUIDExUXf+IpPJIJFI8PfffyM0NBQCgaDsBRHyL5NMQMjlcmRIM3BUWZh8AAD5IznqvVkPfCEf17OuI+phFHxb+xo4UkIIeTmVSoVHsU8gzmkCLfcQUk02xOYNUaCWIE2aAGtzBziYNQafx4dAYIac9HzdZ62srBDctweC+1ZsnARTJxaL0XXsIjy7H4Toy7+Dy0uHQ/1G8Jm/ASKX2jWwG4/Hg4eHBzw8PMBxHO7du4dDhw4hLi4OHs0boqHiOJwtOOSpzGArKvwdbOpkhejj36Jl4FDwHEsftJuYLoVCAXmODG5PBLoBaeVqBSyEhV102T0TIOneYzRt39KAURJS/ZRKJQqypWjwxFZXF4qIhSI4pAqRePcRmnUoTE7L5fJXPq2Ql5en9/niXSDZ29vD09NT97+FhUWN36CyamCHnpP7I2pHOB7zHoNvJoBWpYEj3wZB096EyImeeiKkLoqMjIQVT4yCK4mox7PBQ+4ZGqFwfAJ7sQ0u/HwMLQPaAsbfG5OewMBABAYG6l537NgRkydPxpEjR0pNQJw8eRIP7sRBlVAP4PSnqTRK3I2MQeSDS7CxtSp1PAdiOmbOnKn3FJpUKkVQUJABI6oZarUa6enpuu7sizMzM0NWVhbu3buHDh3qZvfO5PWYZAIiOzsbT3lPdckHrUwLnogHvrCwBZN1PWvsv7mfEhCEEKOVnZ2NnKcKMMZDA0tPJBXcRIEmF2Z8IRrbtQUffORJ8mEtdoBarYJrw5e3ACL6+Hw+GrbzR8N2/oYOpcrw+Xy0b98e7du3x9mzZ2H25Dz+vstHjlIAiZKHfk01unktbWyRf+FH2A753IARE0PKycmBQ4FYd8M1Ry6Bg8XzgcpdHJzx+FIsJSCIycvOzoa91FxXF1RaNa4k3oREkQ+JIh858jzkPZChXjMXAIVJ7OJdIDVs2BDt2rWDg4MDbGxsjL4VoIN/Y/R0HwXZ9VSos+QQ1rOAVWdXmDnS+ECE1FWpqangJRYADLCCGDKm0E3j8/iQyPORezkJ4qAGBoyy4k6ePInMzEyMHTtW955KpSpzPDSVSgWBwkaXfNBo1bj95DKe5SRALLJE43qtYe/UDFPmjajO8IkREYlEtWI8lKqWnZ0NuVxeIvlQxN7eHlevXqUEBKkQgyQgHjx4gPXr1+Pu3bsQCoUIDAzE0qVL4ejoWGLe3377Db/88gvS09NRv359vPXWW5gwYUKZ68hWZOv+54l4sO9mrzc9Q55R6e0ghJDqJM9TATCHo40zsqX1YWtpAwuhDQCA47QAAI1WA07DEDCgnQEjJcZCIBCgXT0t2rXXQMMB8bk82BQ7Z+YxBuQmGS5AYhS0UjWKmjNaiSwxyFO/+xVtnuolnyLE9GgL1ADMda9tza3R0M4FduY2sDAzx+O8FLyxcKjhAqxiZo5i2PVrZugwCCFGgsfjQZuv1v3fwaxZiXk02YoS7xk7xhi++OILNG3aFP7+/rh58yZ27NiBZcuWlflZeb4KxR/5cHVogo7NAiHgC6DRqpGW96QaIyfEeBQUFOj+t7GxQcuW+o2T8vPzX/wIIaWq8Q5+FQoFpk+fDm9vb1y4cAGHDh1Cbm4uli9fXmLekydPYuPGjVi/fj0iIyOxbt06bNq0CceOHSt1HY6OjlDlPL945gv5MLN9nmvJzcxFQ5eGVbdRhBBSxRwdHcHMCpMMAoEZGji0RH6eDEpV4UWAXFkAHvjIyc3AW3OGw9bJwpDhEiPh6OiIbG3h4HhmfMDTkaGopw/GGGT5ubBxM+6xLkj1cnR0RKb0eSMNkUAIJ6vn48OkZWegfgMXQ4RGSI1ydHREZr5+XfBya4OWjk3gZOWArNwcuFBdIISYMBcXF2jMn/c1ZMN73h0bxzjYmFvBor6NIUKrlJCQECxbtgxr1qyBt7c3Fi1ahDlz5mDo0NITyg4ODsiT5ehemwmEaODQDAJ+4RNuWbmZcHGtX62xE2IMHB0d9QbcFggEeoNOZ2dnw9XV1RChkVqsxhMQKSkp8PT0xKxZsyASieDg4IDQ0FBcv369xLxpaWmYMWMGvLy8wOPx4O3tja5du7503uIsLCzg28AXityS2Xq1Qo0nT59gSsCUqtqkMqlUKnzzzTdQqYyvRaExxwYYf3xEH31fr+dl+00kEsGnRxtIC3IBALZW9mjq3AYaJZCWkYqnT5Ph3bkjVn37Pvx6167xC+qSmq4TLVu2RKKgGTSsZP/iT9Lz0UiUB57v5CpdJ9X72sXc3BzW7k5Iz80sMU2uUiA5MQkt+3U0QGSVQ+Ww8uraPjQ3N4eNhzPSXlkXnlZ5Xahr+/hVaD8Yp9r6vdTGuI0lZl9fX6hdzcC9OBAOgJyCPHR084RV59pxkzEmJgZdu3bVvR47diyOHTuGmzdv4uTJk+XqRUMkEqFFxwbIlpTsLUOlViIxIRE9B3s/f89IvkdjQvvENAiFQri7uyMnJ6fENJVKhSdPniAkJKRGYzL1smXq2wcYIAHRokULbNu2Ta+f1GPHjqFdu5Ldh0yYMAHvvPOO7nVWVhauX7+O9u3bl7oOqVSKLu26oA2vDRJjEyGXyKHIVyD1cSpu3bqF+UPno7Ft46rbqDKoVCps2bLFKAuSMccGVF18KpUKUqlU749UPWMvT8bqVfut+xv+aN+9KdIzUyCV50Gr1cBcYAlbs/pYsWYJpi8dhvqNHF6xVGIMarpOiMVidOrWG3eseiAxswCSAjXS85S48zAZorxHaPXWN4BDsypdJ9X72qdTgA8krlrcjruLrPwc5MokiE96hOib0fAf16tWDkhL5bDy6uI+7BTgg7xX1oXgKq8LdXEfvwztB+NUW7+X2hi3scRsa2uLASMHA51sIVFKUaCSQ6KQQiLPR+cmHdF2amCdGyemc4A37JrwEPPwHiT52ZAW5CExJQE3b97EkEm94eDyvBW4sXyPxoT2ienw9/eHi4sLYmNjkZeXB5lMhqdPnyI6OhqjR4+u8QHYTb1smfr2AQYehJoxhk2bNuHMmTPYuXNnqfNmZGRg5syZaN++PQYNGlTqvMVHpeesOYhGiuDc3Bm+LXyxKXQTGtk0qpL4Se0RFhaGLVu2GDoMQiqEz+djzLQB6NGnC84fvglJdgEaNnJB4MAOsHOufTcISc1wdHRE0OTlSH0QAsn13RBJn6GzV0+I/adVefKB1E58Ph8Bob2QG5CJhDP3oMqVob57Q/i9H1LnbjSQuq2oLki6ZeHx6btQ5crg3NqN6gIhpM5wc3PDlOXvIuHOQ6RcjIdYKUBz9xawD2hcJ4+DfD4fQyb2xrMembj0zy3k5+SjmXsDjJ8bQtdfpE7h8/kYNWoU/P39cfbsWUgkErRs2RLTp09/6fi9hJTFYAkIqVSKZcuW4e7du9i5cyc8PDxeOe/Nmzfx4Ycfws/PD1988QXMzEoPOzw8XK9/sro6cj15bubMmZg6darutVQq1UtUEWLMGjR1wpj3+xg6DFKL8Pl8uLXtCre2XcuemdRZ9k2c4DW5p6HDIMTg7BrXo7pACKmzBAIBWnZyR8tO1K1rkQZNnTByZi9Dh0GIwTVq1AgTJ040dBjEBBgkAZGYmIgZM2bAzc0Ne/bsKTV7tmfPHnz66af44IMP8Pbbb5e6XMZK9l0IFD7KYsjHWIq6+zHGbn+MOTag+uN7VZmp7Yq2q6a/V2MvT8bKkPutaJ1UF6pHXagTprKNVBdqN1Mph4ZUtO9kMhkAqgvVgcppodqyH+ra70Jt+V5eVBvjrm0x17W6UF617XusCaa+T6guGE5dKVu1Zftepy7wWA3XHIlEgmHDhsHf3x+fffYZ+PxXD0Nx7NgxLFiwAN999x169OhR5rJTU1OpVTupkPDwcLi61o6BtSqC6gKpKKoLhBSiukBIIaoLhBSiukBIIaoLhBSiukBIoYrUhRpPQPz8889Yt24dLCwswOPx9KZFRUXB29sba9euxZAhQzB48GDEx8dDLNbve3Dw4MH4+OOPSyyb4zikp6fDysqqxLIJKY4xBplMhvr165eaBKutqC6Q8qK6QEghqguEFKK6QEghqguEFKK6QEghqguEFHqdulDjCQhCCCGEEEIIIYQQQgghhJg+00vZEUIIIYQQQgghhBBCCCHE4CgBQQghhBBCCCGEEEIIIYSQKkcJiNd0+fJljB49Gj4+PggMDMQnn3wChULx0nl/++039OvXD97e3ujXrx927dqlm8ZxHLy9veHl5QVvb2/dX0FBQY3ENn36dHTo0EFv3efOndNN//HHH9GzZ094eXlh0qRJePTo0WvHVdH4pk+frheXt7c3PDw8sGrVKgDVs+9I+ZX2PUZHR2P06NHw9vZGr1698Oeffxo4WuOi1WoxadIkLF26VPce7bPaqyLH3PDwcAwePBheXl548803cebMmRqOtuKq8jeFkMp48OABpk6dii5duiAwMBCLFy9Gdnb2S+elsvhypn68MkbZ2dkICQnB1atXde8dO3YMQ4cOhY+PD3r16oUtW7aA4zgDRlm9XrYPiqSnp6Nbt27Yu3evASKre3Jzc7F48WJ07doVnTt3xvvvv4/09PSXzmsMx9G///67xPVg+/bt0b59+5fObyzHrYrGbQz7mpSutHOQungdV9r+WL16Ndq3b69Xnn///XcDR0yMWWnnCUVq+r5qVSrP9hni3myNY6TCsrKyWIcOHdhff/3FtFotS0tLY4MGDWL/93//V2LeEydOMD8/PxYVFcU4jmORkZHMz8+P/fPPP4wxxmJiYli7du2YUqms8dgYY6xr167s6tWrL522d+9e1qNHDxYbG8sUCgX74osv2MCBAxnHcTUWX3F//vknCwoKYmlpaYyxqt93pPxK+x5zc3NZly5d2M6dO5larWaXLl1i3t7eLDo62tBhG41NmzYxT09PtmTJEsYYo31Wi1XkmPb48WPWoUMHduLECaZWq9nhw4dZx44dWWpqqgEiL5+q/E0hpDLkcjkLDAxk//d//8eUSiXLzs5mM2bMYDNnznzp/FQWSzL145UxioiIYH369GHu7u7sypUrjDHGbt++zTp27MhOnz7NtFoti4+PZ8HBweynn34ycLTV42X7oIhWq2WTJk1inp6e7K+//jJQhHXLxIkT2axZs5hEImH5+fls9uzZ7J133nnpvMZ4HE1NTWWBgYFs//79JaYZ83GrtLgZM859TZ4r7RykLl7HlXVONnz4cLZ3714DR0lqi9LOE4rU9H3VqlSe7WOs5u/NGgI9AfEaHB0dcenSJYwYMQI8Hg+5ublQKpVwdHQsMW9aWhpmzJgBLy8v8Hg8eHt7o2vXrrh+/ToA4Pbt2/Dw8IBIJKrx2JKSkiCRSNC2bduXLuuPP/7A+PHj0bp1a5ibm2PBggVISUkpNWtXlfEV9+jRI3zyySfYsGED6tevD6Dq9x0pv9K+x+PHj8Pe3h4TJkyAmZkZAgICMHjwYL0MdV12+fJlHD9+HH379tW9R/us9qrIMW3fvn3w8/NDnz59YGZmhgEDBqBz585G3SKoKn9TCKmMlJQUeHp6YtasWRCJRHBwcEBoaKjufKo4KosvZ+rHK2Ozb98+LFy4EPPmzdN7Pzk5GWPHjkVwcDD4fD5atmyJkJCQl5bl2u5V+6DIt99+C1dXVzRo0KCGI6ub7ty5g+joaKxbtw62trawtrbGJ598goULF5aY1xiPo4wxLFq0CG+88QaGDh1aYrqxHrfKitsY9zXRV9o5SF28jittf6hUKsTGxr7yaR9CiivrPKFITd9XrSrl3T5D3Js1BEpAvCZra2sAQFBQEAYPHgxnZ2eMGDGixHwTJkzAO++8o3udlZWF69ev6w7It2/fhlKpxMiRI+Hv748JEyYgMjKyRmK7ffs2rKysMG/ePPj7+2PQoEHYs2ePbnp8fDzc3d11r4VCIZo1a4YHDx7USHzFrV27FsOGDYOfn59e/FW970j5vep7jIuL0ys3ANCqVatKlxtTkJWVhRUrVuCrr76ChYWF7n3aZ7VbeY9pLx5TgdrxPVfVbwohldGiRQts27YNAoFA996xY8fQrl27EvNSWXw1Uz9eGZPu3bvjxIkTGDBggN77/fr1w7Jly3SvFQoFzp49+9KyXNu9ah8AwJUrV3D48GGsXr3aAJHVTbdu3UKrVq3wxx9/ICQkBN27d8f69evh7OxcYl5jPI4eOHAA8fHxel2YFmesx62y4jbGfU30lXYOUhev40rbHw8ePIBGo8HmzZvRrVs39OvXDz/88INJdzNIXl9p5wnFGeK+alUo7/YZ6t5sTaMERCUdP34c586dA5/PxwcffFDqvBkZGZgxYwbat2+PQYMGAQDEYjE6duyIrVu34uzZs+jVqxemTZuGpKSkao9NpVLBy8sL8+bNw/nz57F06VJ89tlnOHr0KABAJpPp3SQtireq+lEr776LiIhAdHQ0Zs+eXSKW6tp3pPxe/B6ru9zUVhzHYdGiRZg6dSo8PT31ptE+Mw1lHdNq+/dc2d8UQqoKYwxff/01zpw5gxUrVpSYTmWxbKZ+vDIGzs7OMDMzK3UeqVSKWbNmQSwWY8qUKTUTWA161T7IysrC8uXLsWHDBlhZWRkgsrpJIpEgJiYGCQkJ2LdvH/bv34+0tDQsWbKkxLzGdhzlOA7fffcd3n33XV0i9UXGeNwqT9zGtq9J6V48BzHGcleTXtwf+fn56NKlCyZNmoTw8HB8+eWX+O9//4vt27cbOlRihMpzrvSimr6vWhnl3T5D35utKZSAqCSxWAwXFxcsWrQI58+fh0Qieel8N2/exKhRo9C8eXN89913ukK4dOlSfP7553BxcYFYLMa0adPg5uaG8PDwao9t2LBh2LZtG9q2bQuhUIju3btj2LBhukJuYWFRYmBChUJRZRcK5d13v//+O958880SrXOqc9+R8nvxe6zuclNbhYWFQSQSYdKkSSWm0T4zDWUd02r791zZ3xRCqoJUKsUHH3yAgwcPYufOnfDw8CgxD5XFspn68ao2ePToEcaOHQuNRoMdO3a88uakqWGMYfHixZg0aRJ10VHDirqmWLFiBaytreHk5IS5c+ciPDwcMplMb15jO45evXoV6enpGDVq1CvnMcbjVnniNrZ9TV7tZecgxljuasrL9kdgYCB27NiBLl26QCgUomPHjpg8eTKOHDli6HCJCTDEfdWaYOh7szWFEhCvITIyEv3794dKpdK9p1KpIBQKS2SlAGDPnj2YMmUKJk+ejK+++kqvX7Kvv/4a9+7d05tfpVLB3Ny82mPbs2dPiROb4utu3bo14uLidNPUajUSEhJKPGJYXfEBgEajwalTpzBkyJAS06p635HyK+17bNWqlV65AQofGWvdunVNh2lUDhw4gGvXrsHPzw9+fn44dOgQDh06BD8/P7i7u9M+q6Uqckyrjd9zVf6mEFJZiYmJGDlyJKRSKfbs2fPS5ANAZfFVTP14VZuEh4dj9OjR6NGjB3766SfY2dkZOqQa8+zZM1y7dg3ffvut7pwoJSUFa9euxcyZMw0dnklr1aoVOI6DWq3WvVfULQpjTG9eYzuOHjt2DCEhIbC0tHzlPMZ43CpP3Ma2r8nLveocxBjLXU141f44efIkdu/erTevSqWCWCw2RJjEhNTkfdWaZoh7s4ZACYjX4OHhAYVCga+++goqlQrJyclYv349Ro0aVWLQk2PHjmHNmjX45ptv8Pbbb5dYVmxsLD777DNkZGRApVJhy5YtkEqlCAkJqfbYpFIpPvnkE9y7dw8cx+Hs2bM4dOgQQkNDAQAjR47Ezp078eDBAyiVSnz11VdwcnLSG4ehOuMDgJiYGCiVSvj4+JSYVtX7jpRfad9jv379kJmZiV9++QVqtRpXrlzBwYMHMXLkSEOHbVD//PMPIiMjERERgYiICAwaNAiDBg1CREQEQkJCaJ/VUhU5pg0ZMgTXrl3DkSNHoNFocOTIEVy7du2lAxIai6r8TSGkMiQSCSZPngwfHx/89NNPLx04uQiVxZcz9eNVbXHz5k3MmjULy5Ytw5IlSyrc9UBt5+bmhtu3b+vOhyIiIuDm5obVq1cjLCzM0OGZtG7duqFx48ZYvnw5ZDIZsrOz8fXXX6NPnz4lnsAxtuPojRs30Llz51LnMcbjVnniNrZ9TUoq7RykLl7HlbY/GGP44osvcPnyZTDGEBUVhR07dlB5JpVS0/dVa5oh7s0aBCOvJS4ujk2dOpX5+fmx4OBgtnHjRqZUKhljjHl5ebEDBw4wxhgbNGgQ8/T0ZF5eXnp/H330EWOMsZycHLZ06VIWEBDAvLy82KRJk9j9+/drJDaO49i3337LgoODWceOHdnAgQPZ0aNHdcvhOI799NNPrFevXrrYHj16VKnYKhIfY4wdPXqUBQQEvHQ51bHvSPmV9j3eunWLhYaGMm9vb9a7d2/2119/GTha47NkyRK2ZMkS3WvaZ7VXRY5p586dY0OGDGFeXl5s4MCB7OzZs4YKu9yq6jeFkMrYvn07c3d3Z506dSpxTsUYlcXyMvXjlbFyd3dnV65cYYwxNnPmTObh4VGiHE+bNs3AUVav4vvgRcHBwXTeU0NSU1PZ3LlzWWBgIPPz82OLFy9mEomEMWbcx1EvL6+XHoOM/bhVnriNbV+Tkso6B6lr13Fl7Y/ffvuN9e3bl3Xq1In17t2b7dy508ARk9rgxfMEQ99XrWqlbZ+h7s3WNB5jLzxvSQghhBBCCCGEEEIIIYQQUknUBRMhhBBCCCGEEEIIIYQQQqocJSAIIYQQQgghhBBCCCGEEFLlKAFBCCGEEEIIIYQQQgghhJAqRwkIQgghhBBCCCGEEEIIIYRUOUpAEEIIIYQQQgghhBBCCCGkylECghBCCCGEEEIIIYQQQgghVY4SEIQQQgghhBBCCCGEEEIIqXKUgCCEEEIIIYQQQgghhBBCSJWjBAQhhBBCCCGEEEIIIYQQQqocJSAIIYQQQgghhBBCCCGEEFLlKAFBCCGEEEIIIYQQQgghhJAqRwkIQgghhBBCCCGEEEIIIYRUOUpAEEIIIYQQQgghhBBCCCGkylECghBCCCGEEEIIIYQQQgghVY4SEIQQQgghhBBCCCGEEEIIqXKUgCCEEEIIIYQQQgghhBBCSJWjBAQhhBBCCCGEEEIIIYQQQqocJSAIIYSQWio/Px/Z2dm61+np6SgoKDBgRIQQQgghhBBCCCHPUQLCSDx48AALFixA9+7d4e3tjZCQEKxfvx65ubkAgIiICHh7e1fb+j08PHD16tVqWz4hr6NXr17o0KEDvL294e3tDS8vL/j4+GDChAm4d+8eAMDb2xsRERFlLovKODE25SnfZQkJCUFcXBwAIDMzE/369dNLSFTWN998g0mTJlXZ8gipDIlEgjVr1iAoKAheXl7o3r07lixZgtTU1DI/+/TpU3h4eODp06dlznv16lV4eHiUK6a9e/eiV69e5ZqXkIoqq8z36tULe/fuNUhslVn333//jYEDB1ZxRMQUGWsdmDRpEr755psaXy+pW8pz3jNw4ED8/fffBoySEONSmeuFF1XkmoCUjRIQRuDChQsYN24cGjdujL/++guRkZH4/vvvkZSUhGHDhiEtLQ1+fn6IiooydKiE1Li1a9ciKioKUVFRuHnzJo4fPw4bGxvMnj0bHMchKioKfn5+hg6TkNdSVvkuS05Oju5/hUJBTz8QkzZv3jzk5ORgz549uHnzJvbv3w+VSoWpU6dCo9EYOjxCqpyplvkhQ4bg8OHDhg6D1AKmWgcIKY/ylP/Dhw9jyJAhBo6UEONBvxvGixIQBqbRaLB8+XJMnDgRc+fOhYuLC3g8Hlq2bInNmzfD1dUVn3/+uV7mragV359//olevXrB19cXU6dO1cvoHT58GP369YOfnx+mTZuGjz76CEuXLgUAqNVqfPHFF+jatSv8/f2xbds2vZgePnyImTNn4o033kDHjh0xYMAAnDlzRjc9JiYGM2bMQJcuXdCzZ0+sWbMG+fn5NbC3CAGcnJwQGhqK5ORk5Obm6p5siIqK0rUkL/rz8PDAokWLdJ+9ePEihg4dCm9vb4waNQqxsbG6aXv27MGIESPQtWtXeHt7Y+bMmXotyf/8808MHDgQPj4+GDx4MLU0IdXixfKdnJyMuXPnIiAgAIGBgViwYAHS09MBAP369QMAzJgxAz/88AMGDRoEABg0aBCOHDkCoPC3YPDgwfD19cWIESNw4cIF3bomTZqEpUuXIjg4GG+88QakUikiIyMxcuRIeHl5YezYsXqtxRlj+OGHHzB48GD4+fmhc+fOWLBgARQKBQBg6dKl+PjjjzFz5kzdk3yXL1/GJ598gs6dOyMwMBB//vlnjexHYppu3LiBkJAQODs7AyisL8uXL0enTp2Ql5dX5vlLcZGRkXjrrbfQvXt3dOjQASNGjMDNmzdfOu/p06cxduxYBAQEoFOnTpg4cSISEhJ00zUaDTZs2IA33ngDPj4+WLlyJV3gkCpRVpkHgLt372Ls2LHw8fHBwIEDce3aNd3nSyu7e/fuxbhx4/Dpp5/C398fAQEBWLFiBdRqNQBAq9Vi06ZNCAwMRLdu3bB69WqMHTtWr7V5ZdZNTw6R8qhsHUhMTMS7776Lrl27Ijg4GF9//TVUKhWAsuuAn5+f3nVF27ZtERQUpFv2kydP8Pbbb6Nz587o3bs3/vnnH920zMxMLFy4EIGBgejevTtWrVoFqVQKoLBFba9evfDdd9+hR48e6NKlC+bMmaObTkiR8pT/4k8BTZo0CV999RUmTJgAb29vvPnmm7prAqDwPtK0adPg4+OD/v3745dfftFr3V3a9fA333yD999/H3PmzIGXlxd69eqF33//XffZnJwcfPTRR+jevTu6du2KmTNn6o75Rfev1q1bh86dO2Pt2rUASr9OIeR1lVZvDh06BF9fXyiVSt38//zzD4KDg8EYQ3p6Ot599134+Pigd+/euHjxom6+8tyHvXTpEkaNGgU/Pz+9p5PS0tLQtm1bREZG6ubNzMxEu3btkJiYWN27xHgwYlDXrl1j7u7u7OHDhy+d/ueff7J27dqxixcvMnd3d8YYY0lJSczd3Z29//77TCKRsIyMDDZo0CD20UcfMcYYi4yMZO3atWOnTp1iarWaHT9+nLVt25YtWbKEMcbYpk2bWN++fVliYiKTyWRs0aJFzN3dnV25coUxxtibb77JNmzYwFQqFVMqleyzzz5jPXv2ZIwxlp2dzbp06cLWrVvH5HI5S09PZ2+99RZ79913q3tXkTooODiY/fXXX3rvpaSksLfffpuNHDmSMcb0ym5x//vf/1hAQABLTEzUzRcaGsoyMjKYXC5n06dPZ2+//TZjjLHo6GjWqVMnFh0dzRhj7NmzZ6xv377s66+/Zowx9tdffzEfHx926dIlptFo2KVLl5iPjw87fvx4dW06qQPKKt8qlYr17duXzZ8/n+Xl5TGJRMLmz5/Phg8fztRqNWNMv/wX/TYkJSUxxhg7e/Ys8/X1ZdeuXWMajYadPn2aeXl5sdjYWMYYYxMnTmQ9evRgqampTCKRsOzsbObn58fCwsKYSqViERERzMfHh02cOJExxtjhw4dZYGAge/z4MWOMsfj4eNalSxf2xx9/MMYYW7JkCevYsSO7fv0602q1bP78+axNmzZsx44dTK1Ws19//ZW1b9+eKZXKat+3xDQtW7aM+fj4sNWrV7PDhw+zp0+f6k0v7fyleP2Qy+WsS5cubOfOnUyr1TKZTMY+/PBDNm7cOMYYY1euXNGdcz179oy1b9+enTp1ijFWeB40fvx4tnDhQsZY4e+Du7s7CwsLY2q1msXFxbFOnTqxgwcP1tRuISasrDIfHBzM+vbty548ecLUajVbsWIF69u3L2Os/GV369atTKVSsejoaObl5cUOHTrEGGMsLCyMBQcHs7i4OKZUKtmGDRuYu7u77nersusODg6u5r1HTEFl6oBMJmPBwcFsw4YNTKFQsJSUFDZq1Ci2YcMGxljZdaC4W7duMR8fH3by5EnGWOE5lL+/P7tz5w7TarVsy5YtzMvLi6lUKqbVatno0aPZokWLWH5+PsvOzmYzZ85k8+bNY4w9/41ZvXo1k8vlLCEhgQUGBrKwsLDq3JWkFiqr/DOmfz0xceJE1qVLF3b37l2mVCrZxo0bma+vL1MoFEyj0bABAwawpUuXMplMxp4+fcqGDh2qO98p63p48+bNzN3dnW3fvp2pVCp2/vx51q5dO3bp0iXdut966y2Wnp7O5HI5W7duHQsKCmL5+fm6c7CVK1cypVLJJBJJmdcphLyu0uqNUqlknTt3ZocPH9a9N3PmTPZ///d/jDHGxo8fz2bNmsXy8/NZSkqKXh0p6z7s/fv3WceOHdmxY8eYRqNhN27cYF27dmXnzp1jjDE2ffp0tmrVKt16f/rpJzZhwoRq3x/GhJ6AMLCilqxubm4vne7q6gq1Wv3SPr1nzJgBW1tbODk5oVevXroM819//YW+ffuiV69eMDMzQ0hICPr06aP73IEDBzBt2jQ0btwYlpaWWLlyJXg8nm56WFgY5syZA8YYkpOTYWtri7S0NADAqVOnIBQKsXDhQojFYjg7O+Ojjz7C6dOnkZGRUVW7hRCdtWvXws/PD15eXmjXrh0mTpyI1q1b48cff3zlZ06ePIn//Oc/+O6779C4cWPd+1OnToWTkxPEYjH69Omjyza7u7vj0KFD6NixIyQSCdLT0+Ho6Kgr93/99RdCQ0MREBAAgUCAgIAAhIaGYvfu3dW78cTklVa+IyIikJSUhLVr18LGxga2trZYu3YtHjx4gDt37pS57J07d2LcuHHo3LkzBAIBgoOD0atXL71y27NnT7i4uMDW1hZnz56FhYUFZsyYAaFQCF9fX4wcOVJv3j179qBZs2bIzs5GTk4O7O3tdfUEAPz9/eHn5wc+nw9/f39YWlpi0qRJMDMzQ3BwMFQqFTIzM6t2J5I649NPP8WqVavw7NkzrFq1Cr169UJISIiudVFp5y/FCYVC/P777xg/fjxUKhWSk5NLlOUijo6OOHz4MHr16gWpVIrU1FQ4ODjozWttbY0ZM2bAzMwMrVq1gqenZ91qzUSqTVllHgBCQ0PRpEkTmJmZoX///khKSgJQvrIrFovx7rvvQigUomPHjvDw8MDjx48BFLaEfeedd9CqVSuIRCLMnTtX15qwKtZNSHlUpg6cPXsWKpUK8+fPh7m5ORo0aIAPP/wQu3bt0n22tDpQJCkpCTNnzsTcuXPRu3dv3fsDBgxAu3btwOfzMWDAABQUFCArKwt37tzB3bt3sXr1alhbW8PBwQFLlizB4cOH9brOnDVrFsRiMZo2bYquXbuWWC8h5Sn/L+rXrx/atm0LkUiE4cOHIz8/H1lZWbh58yYSEhLw0UcfwdLSEg0bNsS8efN0nyvrehgoHFNx6tSpEAqF6N69O/r164cDBw4gKSkJ165dw0cffQRnZ2eIxWIsXLgQGo0G4eHhus8PGzYMIpEItra25bpOIeR1lFZvRCIRBg0ahAMHDgAAsrKycOHCBQwfPhzJycmIiIjAwoULYW1tjQYNGmD27Nkllv+q+7C7d+9G79690bdvXwgEAvj4+GDMmDG635yRI0fin3/+0T2Ft2/fPr1r7brAzNAB1HX169cHACQnJ6Nly5Ylpqenp0MoFMLOzq7ENCcnJ93/ZmZmYIwBAJ49e4a2bdvqzdu4cWPdTZ/09HQ0aNBAN83W1lZv+Q8ePMD777+PjIwMtGzZEo6OjrplZ2Vlwc3NDQKBQDd/o0aNdNvw4oUJIZW1evVqjBgxAiqVCjt27MD333+PoKAgODg4vHT+mzdvYtGiRfjPf/6DTp066U2zt7fX/S8UCqHVagEAfD4fO3bswMGDB2FpaQkPDw9IpVJduc/MzNRLZACF5f706dNVuKWkLiqtfGdlZcHBwQHW1ta6+a2trWFvb4/k5GR4eXmVuuzk5GRcu3YNv/32m+49rVYLf39/3eui3yCg8NHQBg0a6CWkmzRpgvv37wMo7ILp66+/xpkzZ+Do6Ig2bdpArVbr6gmgX8cEAgFsbW11r4uWW56xLQh5GT6fj6FDh2Lo0KFgjOHhw4c4cOAAFi9eDGdnZ0il0leevxQnEAhw9epVzJgxAwUFBWjVqpXeeVRxQqEQhw4dwu7du8Hj8eDu7g6pVAozs+en0HZ2dnr1pvjvCyGVUVaZB159blOesluvXr0SZbf49UTDhg110wQCQYkGU5VZNyHlUZk6kJycjOzsbHTu3Fk3nTEGtVqNrKwsAKXXAQDIzs7G9OnTMWjQIEyaNEkvthfXCxR2yff06VNotVq97poAQCQS6ZIjAPSum19cLyFA2eU/ICCgxGeKl6uiYy7HcbpEsKWlpW560X2conWVdj0MAM2aNdNbV4MGDXD//n3dfabi18sCgQANGjRAcnKy7pq8+HVHea5TCHkdZdWbESNGIDQ0FFlZWfj777/h4+ODxo0b67pHKn6u06RJkxLLf9V92OTkZFy5ckVvfFKtVqtbRq9evbB69WqEh4fDzc0NycnJui6V6wo6CzQwb29vuLi44M8//9SN0XDr1i2kpqaid+/e2Lt3L4KCgiASicq9zIYNGyIlJUXvvZSUFN0yXF1d9U5+CgoKdGM4pKWl4cMPP8SWLVt0fbMeO3YMx48f11u2VqvVJSGKWvlR8oFUJ5FIhOnTp0MikeD999/Hb7/9Bk9PT715Hj9+jHfffRcffvghQkJCyr3sX375BRcvXsTBgwd1PyjvvvuubnqjRo1KtGZNSkqiMk+qzMvKd8OGDZGTkwOpVKpLQuTn5yMnJ6dcZc/V1RXDhg3DO++8o3svJSUFYrFY97r4RberqyuSk5PBcRz4/MIHJIv3ablhwwakpKTg9OnTungGDx6st87iyyOkKp0/fx4ffPABzpw5A3t7e/B4PLRq1QoLFizAxYsXcePGDWzduvWV5y/FRUdH45NPPsHu3bvRvn17AMD27dtf2vr06NGj2LlzJ3777Tc0bdoUAPDJJ5/ojSFESHUoq8zfu3ev1M9Xtuy6ubnpXU8wxvDs2bNyfZbqDakKla0Drq6uaNKkid7YDFKpFFlZWXB0dCxz/XK5HO+++y5atWqlu04vD1dXV4jFYly9elV3vaxSqZCUlISmTZvixo0b5V4WqbvKU/5floB4FTc3N2RnZ0Mul8PCwgIA9I7xZV0PAyjxFNvTp0/RoEEDXbI6MTERrVu3BlB44zUlJUXvmuXF646yrlMIqajy1Jtp06ahVatWOHbsGA4fPqxLLru6ugIovM9T1Di8+LVwWVxdXTF8+HB8/PHHuvfS09N1CQqRSITBgwfj8OHDcHNzw5tvvqmXEKwLqAsmAzMzM8O6deuwe/dubNy4EWlpaVCpVNiwYYPucZ5ly5ZVaJmjR4/GiRMncP78eWi1WoSHh+tdgI8ePRrbtm3Dw4cPoVQqsW7dOl1LEZlMBq1Wq/tRio+Px7fffgug8MSpqCXHhg0boFAokJGRgc8++wz+/v56raQIqS5z586Fh4cH5s+frxv8Fih8SmH69OkYMmQIpkyZUqFlFrXKEwqF0Gg0OHDgAM6fP68bhG7UqFH4/fffcfnyZWi1Wly5cgW///57nXtkjlS/4uW7devWaNWqFVavXo38/Hzk5+djzZo1aNKkCXx8fAAUnsgUJZDNzc0BQDeI4ZgxY7Bjxw7cunULAHD79m2MGDEChw4deum6e/XqBcYYvvnmG6hUKty5c0dv0GipVApzc3MIBAIolUps374dsbGxunpCSHXq3Lkz6tWrh2XLliEmJgZqtRpSqRR///03EhIS0KdPn1LPX4rLz88Hn8/XXeTevHkTO3bsKDHfi/MyxnDu3Dns37+fyj2pdmWV+TfeeKPUz1e27IaGhuoScyqVCt9++62u69iyUL0hVaGydSA4OBgymQzbtm2DSqVCXl4elixZgnnz5pXZYEKr1WLevHng8/n46quvdA0zyqNjx45o2rQp1q1bB5lMBoVCgc8//xxTpkyhp+NIuVW2/L+oU6dOaNWqFdatWwe5XI60tDRs3rxZN72s62Gg8HzpwIEDuntMp06dwsiRI1G/fn0EBQXh008/RUZGBhQKBTZs2ACtVovg4OCXxlPR6xRCyqO89WbEiBH4448/kJCQgL59+wIoTNJ1794dX3zxBSQSCTIyMrBly5Zyr3vUqFE4dOgQLly4AI7jkJCQgIkTJ2L79u1685w/fx4nTpzAiBEjqnTbawN6AsIIdOvWDb///ju+//57jBgxAjKZDE5OTujZsycuX76MrVu3onv37uVeXocOHbB27VqsWbMGOTk58PPzQ0BAgO7R0BkzZkAul2PixInQaDQYM2aM7hHSFi1aYPHixVi0aBHkcjlcXV0xZswYfPnll4iNjUX79u3x888/Y926dbpkRO/evbF48eIq3y+EvIxAIMCXX36JYcOGYf369br3d+/ejadPn+LgwYPYs2ePLtPs5uaGw4cPl7rMt99+G7GxsQgODoa5uTnatm2L8ePH48qVKwCAN998E1KpFJ9++ilSUlLg4uKCxYsXY9iwYdW2naRuKl6+v/rqK4SFhWHdunXo168fVCoVunXrhp9//ln3SHVoaCgWLFiAKVOmYO7cuQgJCUFoaCiWLl2KcePGoaCgAMuXL0dKSgrs7e0xZcqUEl0IFLG1tcVPP/2ENWvW4Oeff0bTpk3Rr18/XavwuXPnYtmyZejWrRssLS3h6+uLoUOHUotWUiPEYjH+97//YcuWLXjvvfeQlZUFoVAILy8v/Pzzz/D09Cz1/KV4VxmBgYEYP348JkyYAI7j0KhRI0yaNAlfffVViTFKhg8fjhs3bmDgwIEQCARo0aIFJk+ejF27dr00YUFIVSmrzL+s69biKlt2J0+ejIyMDIwdOxYCgQADBgyAq6ur7nqiOtdNCFD5OmBtbY1ffvkF69atw7Zt28BxHLp27YrvvvuuzHVHRkbizJkzsLOzQ/fu3fUSB2VdV5iZmSEsLAzr169H3759oVQq0bFjR/z888+6xiKElKWy5f9FfD4fmzdvxurVqxEQEABXV1f06tVL19VqWdfDANCmTRucOnUKn376KZycnPDll1/C29sbAPCf//wHGzZswPDhw1FQUAAvLy/8+uuvsLe31zWOKq5///4Vuk4hpDzKW28GDx6ML7/8EiNGjNA1XgKAr776CmvXrkVwcDCsra0xYsQIREdHl2vdnTp1wsaNG7Fx40Z8+OGHsLCwwKBBgzB//nzdPJ6enmjSpAkKCgrg6+tbtRtfC/AYdTZo1ORyOQ4ePIghQ4aU+3G0x48fg+M4vR+lOXPmoEWLFnoDDRFCCCGEEELIi6Kjo9GwYUNdVxyMMfj7+2Pjxo0IDAw0cHSEEEIqQqFQICoqCl26dNF1DXb69GmsXr0a58+fL/Pz33zzDa5du4b//ve/1R0qIdVOq9Wie/fu+P7770uMG1rdZs+ejY4dO+p1P1ZXUBdMRs7CwgJjxoypUF948fHxmDx5sq7P+qtXr+L8+fMlBsIihBBCCCGEkBcdPHgQixcvRn5+PjQaDX7++WcAgJeXl2EDI4QQUmFCoRBz587FH3/8AY7jkJWVhe3bt7+yiyRCTFVcXBy+/fZbuLq61mjyISkpCSdOnMClS5fqZPdLAHXBZJJCQkIQHx+Pt956CxKJBA0bNsQnn3yi6zOcEEIIIYQQQl5l7ty5+PjjjxESEgKVSoV27drhp59+gpWVlaFDI4QQUkECgQDffvutrqskc3Nz9OvXD4sWLTJ0aITUqJkzZwKA3hgoNWHLli04deoUli9frnu6tK6hLpgIIYQQQgghhBBCCCGEEFLlqAsmQmqRI0eOoG3btvD29tb9UasFQgghhBBCCCGEEEKIMaIumAipRW7fvo2hQ4fiiy++MHQohBBCCCGEEEIIIYQQUiqTSkBwHIf09HRYWVmBx+MZOhxixBhjkMlkqF+/Pvj82vMg0O3bt/Hmm2+WOR/HcUhOToaZmZleXRCJRBCJRNUZIjFyKpUKKpVK95oxBo1Gg4YNG9aqulBe9LtAyqu2/i6UF9UFUl5UFwgpRHWBkEJUFwgpRHWBkEKvUxdMagyI1NRUBAUFGToMUouEh4fD1dXV0GGUC8dx8PX1hZ+fH+Lj46HVahEUFISFCxfCzs5Ob16qC6SialNdqAiqC6SiqC4QUojqAiGFqC4QUojqAiGFqC4QUqgidcGknoCwsrICULgDrK2tq319UqkUQUFBNba+uqo69nPRMovKTG2QnZ2Ntm3bol+/fti8eTNycnKwZMkSLFq0CD/88IPevEXbdeTIEQDAgAEDcOTIETg4OJjUExCmXAera9tefAJCJpNhwIABtaouVERN/y6Ul6mUXVPYjqJtOHLkCNWFSqrN5YFiL7k8qgvGpTaX0eJq03ZQXTANtanMGaOi/QegTtYFKj+FaD8Uqqu/C6b8/dO2VW7ZFakLJpWAKHpEyNraukYLTk2vr66qyH5Wq9V48uQJcnNzYWNjg+bNm7/0xntteqzMyckJu3bt0r22sLDAokWLMGbMGEilUr19U7RdLi4uuvdcXFxMtpyach2s7LaVVRekUimA2lUXKsJQvwvlZaxxVZQxbYdMJsOjR4+gUqng6uqKBg0alOux0KKTJ6oLlWdM5aGi6kLsGo0GCQkJJnWOVBHG/rtQltoa94uMYTs0Gg2ePHmCnJwcWFtbo3nz5jA3Ny8xH9UF01BXtrO8FAoFHj9+jIKCAjg6OqJJkyYQCASlfqYu1wUqP4WMfT+U9xynsupqXTD277+i8vLy8OTJE6hUKshkMri4uJjkd1ud31tF9pdRJCAePHiA9evX4+7duxAKhQgMDMTSpUvh6OiIY8eOYevWrUhKSoK9vT1GjBiB999/3yT7WyNV4/Hjxzh//jzk+SqkP5YhP6cAYmszDB3XD77+HQ0d3mt78OABDh06hAULFugquUqlAp/PN6mnGkjVSUhIwLlz53R1IS+7ABY2tb8uEPIyjDFcvHgRUTFRuJVzCxK1BNawhn8jf4wdOha2traGDpEQg0tMTER4eDgUikwUFNxAQUE6BAIH9O07E15evQwdHiE1pqguFEgUSE8o0F0vDBrTB10CvQ0dHiHV6vbt24i8Fo3sJCXUcg4CEUP9FtYIebOXSXYrQ+qGxMREXLx4EaxAA95TBeS5BThnDgQMfwPtu3YydHjEiGi1Wly4cAH3HyUhMlkKs7Yh+OSXQ+jp6YbQYab7RLyhGTwBoVAoMH36dIwZMwZhYWGQyWRYsmQJli9fjtmzZ2Px4sXYtGkTgoKC8PjxY8yYMQOWlpZ4++23DR06MUJZWVk4ffo0lFkC3D6bBsYVDnGSBy02Lfsv3lkwET0G1c4fH3t7e+zatQt2dnaYOnUq0tPT8eWXX2L48OGUgCAlFNUFRSZfry7kQ4uvl/0XM+aNR9AQusAmpiMyMhKHbh7C38l/gwOne//y7cuIz4nHZ+99BqFQaMAICTGsnJwcnDx5Enx+LNLSdwCssJ5otcCu/4WD4z6Gj887Bo6SkLIVFBQgPz8fQqEQDg4OFW6tmJubixMnTvx7vZCud73wzcr/4e0PtAge7lcdoRNicA8fPkT44atIvq0CuOfDgWY+zEZWygFM/3CCSbVwJnVDTk4OwsPDYZdvDtnlNIABFv9OO7NuL8zfYWj9ppchQyRG5OrVqzh16wn+vJ0NjmPgN2iDy884XElOQGz6bnz+4VRq9F4NDL5HU1JS4OnpiVmzZkEkEsHBwQGhoaG4fv06kpOTMXbsWAQHB4PP56Nly5YICQnB9evXDR02AEAkEmH27Nl087eaVWQ/R0REwFxgidtnk3UXE0UshNb439ZDyMuUV1eo1crV1RVhYWE4deoUunTpgpEjR6JDhw5YtWpVqZ8z5XJK2/ZqN27cgIhv8dK6YCm0xu7vj9TaumAKTKXsGst2aDQaXL11tUTyAQCYgOFA/AFcunXppZ81lm0wBbV5X9aF2G/cuAGxWI2nyc+TD0VsrBkOH14DuTypOkMllVCby2hxldkOhUKBY8eO4bf//oEfv9yNDcu2Yd3SrbgXHVeh5URGRkLEF7/8ekFkg90/HKVzJBNiKnWnKjDGcO3SDTy9pdRLPhRO5CEpWoarF27ovS0SifDOO3U3OU3lp5Cx74fIyEjYCa0hu5wCvFC0HS3scOHnY9BkKwwTnAkw9u+/IhQKBW7HPtYlH4pjfDPsiUjCtduxBoquahnb92bwBESLFi2wbds2vf4Gjx07hnbt2qFfv35YtmyZ7n2FQoGzZ8+iXbt2pS5TKpXq/RUfcLUqiUQizJkzx2i+TFNVkf2cmZmJZ3H5YBwDA4OKJ9VN4/MFkMnzEXnqka7f+9qmS5cu2L17NyIjI3H58mWsXLnypX3VFmfK5ZS27dWK1wUAUPMKdNP4fAGk8jzcOfe0SmIlFWcqZddYtiM3NxcRaRG65AOP40GoLPa0gyWw+/Lul37WWLbBFNTmfVkXYs/IyIBUehVgHDiOh/z85y1c+XwepDI1kpJ+q+5wyWuqzWW0uNfdDrVajcOHD+Px7TTcOZaNzIcaFKQLkBpTgC8X/YLwg1HlXlZ6ejpSYvOh5uRQ8vKg4OXqpvF5fBQoZLgVnlih+IjxMpW6UxUUCgWe3MsEr9g9NwWXr/tfJDBH1IUYvc+IRCLMnDmzpkI0OlR+Chn7fsjKygJ7UqBLPmRqJOD+bWzB5/NRoJYj70qyASOs3Yz9+6+I7OxsRCTm6pIPPKaFUFPsXonICv89GWGo8KqUsX1vBu+CqTjGGDZt2oQzZ85g586detOkUik+/PBDiMViTJkypdTlBAUF6b2ePXs25syZU9XhEiPEGIM8TwUGDrmCBAiZJURM/xHSv347iOOrfjZQhITUjKK6UCRP8BT1NO661zzwkJdFrUCI6ciWZ+v+t86zhl2OHZ42f55ky1RkGiIsQowGYwwKRQYyMpyQmekEZ+cM2NhIi00H5ApKTBPjFB8fD5lEjphLmWDs+d1THo8PW0t77P7+MLwDPGHrZAHGGKRSKTIyMpCeno7MzExkZGQgIyMDCoUCKSkpKMjVQC3gQcBEMGMWeuviAcincyRiohRSFYDnjTRSVTFoJn7e5Zg8X22AqAipHMYYtFKV7v/rihiIeSL4iFvBTmANxhg0OXRcJ4WypM/vk9gqUmEvf4YnDr4AjwcGID2/ehqx13VGk4CQSqVYtmwZ7t69i507d8LDw0M37dGjR/jggw9Qr1497Nixo8w+CcPDw/XmMZZsD6l+rq6uiBemI9ssDlZaF4iZvW6altPCSmyL0ROGYkWPKSUSVYSYEhcXFzyxzH3pNC2nhaXYFvbOljUbFCHVxMHBAQ5iB+Dfc0WbPBtwAg4CtQBaoRZamRae/p6GDZIQA9JoNMjMzMSNG0LY2fHg4REDPv/5TVytlsHGRgBrqyYGjJKQV4uPj4fkKadLPmiZGirIoGFKaKCAHHlY9dFq1HOzAQBYW1vD2dkZzs7OaNiwIby8vODk5ASxWIwzZ87g0tG7SLqVW2I9HKeFWGQFh/rUBz4xPRYWFrC2s4QiQwkejw/GGBjT6qYrVHK4N25pwAgJeT0uLi5Ij30EAMjlZHA1c4SHqDEiFbFw4FujldAN5k40sDAB6tWrB1sxH/j3yXlrZRak5k6wUaYjX+wCrUIKj1adDRukiTKKBERiYiJmzJgBNzc37NmzB46Ojrpp4eHhmD9/PsaMGYMFCxbAzKzskK2trWngpDrKwcEBCVm3YadtDDP2/OYqYwwFSik6Ng+AV3Az8MXaUpZCSO3n5+eHmLsPgVsMYM8HZ2SMQa6Uon1zf7Tt7gaA6gKp/QQCAcb2HIuLuy9CZC4Cx+cgtZXCOt8aObY5YGCYFjTN0GESUuM0Gg3OnDmDs2fPonPnzhAKA5CReQX8Yv1vMMaQL+XQtasN3NxCoaWfBWKEtFot5P+2SNQwJdK5+7Dk1YMZzGHBcwBPY4kebYdi5JyAMpfl6+uLe7dikXS75DmSTJWP9k260jkSMVn9Rwbh29W/w96qHgCm676S4zgUKKToP7qHYQMk5DV4e3tjf8wjmMUwZGhzUF9gD0u+ObqJ2+G29CFuWTxBr8Yc7AwdKDE4c3NzjOzphUu/noOZUASOZ4Zsy8ZomHsLEoEd1BwPM/r7lb0gUmEGHwNCIpFg8uTJ8PHxwU8//aSXfLh58yZmzZqFZcuWYcmSJeVKPpC6Kzw8HMeOHcPyFcvg3sUNcpUUClUBCpRSyNUF8GzkjaHvBsDWyaLshRFSy9nb22PYqEFo0cUBcpUUHKfV1QWPRl4Y9m43qgvEpPTt1hfvBL8DqzQr5IhzkCfIg0WOBbRqLT6f8TmaOTQzdIiE1BiNRoMTJ05g9erV4DgOa9aswbBhwzB06ATUcxyDvHygoIBDvpSDVMbQqZM1ugdugIVFY0OHTshL1atXDwIxwBiHDC4WTnx32PMbw5pfH2KeLQRMCFe3euValq2tLUaMGYKWXR1R8O/1gkyZD4W6AO4NvTD8/e50jkRMVntvDwwZH4ycvEzkyyXQchrkyXKRJ83B5Nmj0KCpk6FDJKTC7OzsEDK4PzTtrZCszISlVojcgjzkyCQY1LAn5s6cg//u+w0HDhwAx3GGDpcY2MBePTC5VweIJQnI5VlDo1IgB1awkqVg/QcT0NSJGrRXB4Pf0d+7dy9SUlJw9OhR/PPPP3rTunbtCo1Gg88++wyfffaZ7n1fX19s27atpkMlRorjOOzatQsqlQpLliyBQCDAglUt8eD2Q0SdjQenNEOLVk3RMagJXUyQOqVhw4ZYsOo9PLj9EN9s/gbdPHpRXSAmi8fjYcHwBUi9lgrzLuZ4lv8M7DbD1rlb0bZRW0OHR0iNKP7EQ8+ePbFmzRoIhc/7+nZzc8N7723Ew4fjEBf3BwRm2WjW1BNNmoyn5AMxap06dcL9O7HIvvUItnxXiHjPn3QuUEjhbNcQHYLKX4YbNGiABaveQ8ydR7hxOhacQoAWrZvRORKpE94c2wNdgjrh5L6r2HfmPvr1fwM9B3vBvj51UUNqLzc3N0xcNA33lsTDu7U/xEoBmrRqBjv/RjBzFGN58HIcO3YMn376KWbMmIEGDRoYOmRiIHw+HyumDkNe3A1om3VBap4SrZr0gvTGQYz0o+5Iq4vBExBTp07F1KlTDR0GqaUKCgrwzTffwNfXF3369NG9LxAI0M7LHe283Ev5NCGmr6guNGrhgreW9DV0OIRUq9jYWHRo0wGTR0wGAJw/fx5P7z2lBAQxeRqNBmfPnsXZs2fRo0ePEomH4vh8Plq37orWrbvWcJSEvD5bW1vYOljBpr4IeGYNZsag5bSQK/NhLXbAW/MGVzhxwOfz0aZjK7Tp2KqaoibEeNVrYIvBUwLxz/X/Yci0QEOHQ0iVSE5OhnsbDwRM61diGo/HQ//+/eHl5YUff/wRvr6+6N+/P/h8g3cMU2EPHjzA+vXrcffuXQiFQgQGBmLp0qV6PcoUuXbtGr788kvEx8fD1tYW48ePx8yZMw0QtXHJzs5G/Xr2WPDOYN17F9w4HDlyBMOHDzdgZKar9tU0Qv6VmpqKL774AkOGDNFLPhBCCKmbTp8+jV69eule+/r6IiIiwoAREVK9NBoNTp48idWrV0Oj0WD16tXo16/fK5MPhNRWjx49Qnx8PNZv/BRj5wWjaUcHNPWsjxFjB+Pjbe+hbbeGhg6RkFqH4zioVCpDh0FIpahUKty7dw/Hjh3Dn3/+CWdnZ2hLGdDK1dUVK1asAMdx+Pzzz5Genq6blpeXh4sXL+LgwYM4c+YMMjMza2ITKkShUGD69Onw9vbGhQsXcOjQIeTm5mL58uUl5n348CHeeecdjB8/HpGRkQgLC8P27dtL9D5TF126dAmBgfrJ127duiEqKgoymcxAUZk2gz8BQcjruHXrFvbs2YMPPvgAzs7Ohg6HEEKIgalUKqSmpqJx4+ddcFhaWkIgECA/Px82NjYGjI6QqlX0xMOZM2fKfOKBkNouPz8fP/30E5YsWQIbGxv07B2Inr2pxTYhlcVxHNRqtaHDIOS1ZWZm4syZMxBqBRCncXh6+zHq5Vng7/x9eHPkIIjF4pd+js/nY9CgQfDx8cF3332HgIAAuLi44MaNG7BgIvCeKpCZ8xj3D92AZ3AnBA/sAx6PV8Nb93IpKSnw9PTErFmzIBAIIBKJEBoaisWLF5eY93//+x969+6ta9Hv6emJ3bt3w9qaxjiIjIzE0qVL9d7j8/kYOnQo9u/fjwkTJhgoMtNFCQhS6xw5cgT379/H8uXLX/mDQgghxLQxxpCWloa7d+9CoVDg6dOnaNu2ZFdLXbt2xbVr19C7d28DRElI1aLEA6lrtFotvvnmG0ydOhW2traGDocQk6LVaukJCFJrFY17ZZsvhPxKGuRaBqVUDvtkARSJz3As9wCGzgotdRlubm5YuXIldu3ahb/++gvdmvtCcSMdYIXTLQBEfx8O2wJz+I3pWf0bVQ4tWrQoMSbusWPH0K5duxLz3rp1C926dcP8+fNx8eJFODo6YsqUKQgNLX2/SKVSvdcikQgikajywRuJrKws2NjYvHSbfHx8cPjwYeTk5MDBwcEA0RknlUql93vxYhkpD+qCiRglxhgYY3rvaTQafPfdd8jLy8P8+fMp+UAIIXUUYwznz5/H3yf/xtGEo9ibuBdnI88iQ5qBK1eu6M3buXNnXLt2zUCRElI1tFotTp06petqac2aNejfvz8lH4jJ2717N7p06YJWrWicBkKqGsdx4DgOGo3G0KEQUmEJCQkwU/Mgv5IGcIBEK4OtoHAgdbFAhLRzD5GdkF7GUgrHTHR2dkbnDj44f/kCEjXpevei7MytcO1/Z6DOklfbtrwuxhi+/vprnDlzBitWrCgxXSKRYMeOHRgyZAguXryIjz/+GOvXry+zC6agoCD4+vrq/sLCwqprEwziZd0vFeHxeBg9ejT27NlTw1EZt7CwML0yERQUVOFl0BMQxKgkJSXhUvhVxEQ9hTxfhQYNXTB0Qggc6ltj06ZNCAkJQUBAgKHDJIQQYkAxMTE4ef8kDqUdAsc48NV8OCgc8HPyz3imfAYXFxc0b94cAGBlZQUejweZTAYrKysDR05IxWi1Wpw9exanT5+mJx5InXP16lXk5eVRNwiEVBOO4wAUtmw1M6NbQ6R2efbsGcxSNdAWFmOkqrPgKqqnmy4UmCH5XCwcm9Uvc1kSiQTWWQIEmLVBHJeMKO1D+JgVJr55PB5UahVyLyfB4g23atmW1yGVSrFs2TLcvXsXO3fuhIeHR4l5RCIRevfujTfeeANAYcOsoUOH4ujRo+jfv/8rlx0eHq7XTZMpPf0AAFFRUVi2bNkrp7dp0wYHDhxAeno66tcvu/zUBTNnzsTUqVN1r6VSaYWTEPQrQ4zGrVu3cHz/eSRFycEDD4AAsamp+OjyV7BtpsGCJXN1N5QIIYTUXRejLuJg6kGwf5+Ptsq2gsxRBi3T4mj6UbjfcNf7vejcuTOuX7+uO/kmxNhR4oHUdSkpKThy5AhWrlxp6FAIMVlFA/XSOBCkNhKJRFDlKiD493WSMh1v2HrrpmsZB17+qwejLo7P50Odrwafx4OHoBE0rOTnuFzj6a4sMTERM2bMgJubG/bs2QNHR8eXzteyZcsS3axptdoSvY28yNra2mTHicjMzIStrW2Z59WjR4/G999/j/bt20Or1UIsFqNDhw5o2rSp0YwHUpOqohsu6oKJGAWZTIZrl24g+aby3+RDISU/F0pRFhRPbOBo7WLACAmpfTiOQ0JCAo4ePYrU1FScO3cOOTk5hg6LkErhOA5Xnl7RJR8ESgEsci2gsFMUTudxuJBwQe8zXbt2xdWrV2s8VkKK02g0ePToESIiInD//n0olcoS8xTvakmtVlNXS8TkqdVq3L17FwcOHMC+fftw9OhRxMXFYevWrZgzZw6VfUKqUfEnIAipbVq3bg0Zr7BbJJlWARFPCCH/eRtrrVqDBs0blmtZLVq0gNzseT0w4wl0/2s4DepZ2UPsbBw35CUSCSZPngwfHx/89NNPr0w+AMDYsWNx6tQpHDhwAIwxXL9+HQcPHsTQoUNrMGLjcvHixVd2v1Sk6NzkWVoGDt9MxO+3snHoTjoOnTiDc+fOlZnAIS9HT0AQoxAbG4vsRKWuIjPGkMsSoYESrvx2kHISXDpyB29O7mLgSAmpHTQaDY4fP4605EzkpzBIs5SIOBGLmLvxCOjRBe3btzd0iIS8Fh6Phyx5FsAA6wxrWEgskN00G8Vy18hWZut9xtraGhqNBgUFBbC0tKzhiAkBkpOTce7cOWg0OZDLIyGVpoPHs0XPnlPh69tb74mH7t27Y/Xq1XTjlZg8lUqFf/75B/J8FfJSOCjy1RBaKnD40GZ07xEIJycnQ4dIiEkrSkDQExCkNnJ0dEQDn+Z49ugenmhT0UL8vHukjPwstHJoCjv/RuVaVvv27XEv8g4Usfl6SQyOcchXyBDg4QOrzq5QwPDjpezduxcpKSk4evRoibEcoqKi4O3tjbVr12LIkCEICAjA1q1bsXnzZqxduxaOjo5YsmQJevfubaDoDe/mzZsYMGBAqfNERETgUlw6Tuc4ov6zaCRaugMAjvOA4RkyNG/eHE2aNKmJcE0KJSCIUZBIJNAonr/OY8nggQ8nXmvweDzw+QJkpkoMFyAhtcz169fx6HYqHl7NBcdxUHAaJN6RgH+Xh5y0s3Bzcyu1tQQhxorH46GBbQPkXcuDwlGBjFYZeskHrUKLFm1blPhc586dceXKFfj4+EAsFkMsFtdg1KQuy8vLw+nTpyEUxiM9YycY+7ezYgbs3XsOUVFvISEBCAwMpK6WSJ1y/fp1ZCbIEHc1B+AKGyFlqhPA41kgM0GKlJQUuLkZT3/bhJiaogTEy57II6Q26DUoBOdzOJzdH4mu5m2RocoC4xhaOzRFl5khMHMs3/m+WCzGiPGj8I9sHxJPPQAYAw+ApcgSvd27oflE38JlSaXVu0HlMHXqVL2++F8UFRWl9zooKOi1Bgw2RRkZGbC3ty/1XFur1SLybix+v5kBji+GlmcGC20+5AIbcAzYezcXnS5FYDIlICqMEhDEKNjb20Ng/vwxJjmToD7fU9e3Gsdp4dzA3kDREVK7aDQa3L8di4dXc0s8HsgxhqdRMlw+dx0Dh/UzUISEvB6NRoO9e/fCLscOzxyeQeAgAJ/3vDdJTs1BJVdhZv+Zep+Ty+WQy+U4eOQgtp/fjmxFNpo0aIK5o+bC082zpjeD1DE3b96EpaUGCU+eJx8YA9LT7JGaao+8/EP47NO9sLUtmTgjxFRpNBo8jElA3FWJLvkg02ZDoc1DQ/MOSIqW49qlSAwbRQkIQqoLjQFBajuBQIDmwe3gl+uPPg0CoM1VwbmJC2y6upU7+VDE2toao+ZNQu7ITGReToBAyuDYyBlWnV0rvCxinC5evIju3buXOo9KpcKVR5lFpyZIM2+EpvJYPBW3gFJgCcYT4PTdp5hcA/GaGkpAEKPg4eGBiKZRSIuRQ8txYODA/7ffPY5xMOMLEfBmOwNHSUjtUFBQgJS44skHpje2Cp9vhrvXHmPgMIOER8hrefjwIX755Rf07t0bn43+DB2jO2L1b6vB8hgEfAG0nBY8MQ+fTPsErZxb6T6nVCqxf/9+RGVGIV4SjyfmT8DxOdyJvYOja4/iP7P+g9COoQbcMmLq0tPTIZdf1yUfMjNtkZJcD07OEnTo+AQSiQLJyX/A1napgSMlpOYolUo8i3+efFBxBchQPUQTsTd4PB544CE+KhkYZeBACTFhHMcVDuRLY0CQWuzs2bPoM6AvWrq7V8ny7Js4wb4JdQFoiqKjozFw4MBS5xEKhciUPj8mavgiJFq0RgPFE6j45kgVuSFbUb7BzYk+SkAQo2BhYYFuPbsiJ+0MHkdmw4xnDgBQa1SQq6SYPncc7Jyp325CykMoFEImUQIoTOIxMID3PAHBGAeljDNQdIRUjFKpxO7du5GVlYUFCxbA3t4eADDWayy6t+yO3bd3IzEnEU0dmyK0fSga2ej39Xr79m1kyjPx56M/4WDpAJsCG0isJeCZ8cAxDit+W4HA5oGw59nX/MaROkOpzAQAqFRmSH3mgPYdEsDnF9545fEAhTLZkOERUuNEIhEK8pQARNAwJVKUd9HQvD34vMLLU8Y4qOSGjZEQU8dxHMRiMT0BQWotjuMQHx+Pt956y9ChECOXlpYGBweHMrs6NTMzQ5NGbriTngC+mQgAoOabI9HSHTbqHDSX3UdjB+rS6nXwy56FkJrRtm1bTHxnBFp0s4JTfXtYuwLtujbBx99/gG5v0oC5hJSXhYUF6tV3AMcVZuYZOPCKHe7lSinatKFuZ4jxu3v3Lj7++GN4enpi/vz5uuRDkUY2jbCw20JsHrgZCwIWlEg+AEB8fDxu590GxzhILCWwK7DTTeML+VBkKfBX7F/VvSmkDnN1dQVjheUuKckJjZtk6JIPHMdgbg7Y2jQ1ZIiE1DihUIj6Ls5QaeR4qrgNV/M2EPItdNOl8jx4eHgYMEJCTF9RAqK2PgFx+fJljB49Gj4+PggMDMQnn3wChaJwYMkHDx5g8uTJ8Pb2Rrdu3fDFF19AozH8AMKkat27dw9t27bVdd1NyKtcunSpzO6XiiwYPxBalQKcRv/YmKsVIl7sjrb1hPjPf/6DjIyM6gjVZFECghiVBg0awMHJDgtXzcan3y3A+ysnoFFzF0OHRUitM2JiP0jlkn+TEM+7YFKq5TDji9B7eBfDBkhIKQoKCvD9998jPDwcy5cvR9euXV97WVqtFpnywtbnGjMN8i3yS8yTJEl67eUTUpZOnTpBIOgApdIMCrkIdnYFumm5uWq0bi3JQ9NTAAEAAElEQVSGmxt1A0bqnsHjeiNJEQ1HQROI+da692VKKQQQoffwzgaMjhDTV5ufgMjOzsbMmTMxbtw4REREYN++fbh27Rp++OEHZGdnY8qUKejWrRuuXbuGP/74A2fPnsWvv/5q6LBJFTt79iwNsEzKJTo6Gh07dizXvO6NnPDlgrfBzCyglOZCJcuFUiYBz9YFG+dPxeyZ0zBu3Dh8//332LdvHyU3y4m6YCJGJzk5GQ0bNjR0GITUai08m2D63HHY+e0BFGjyoTZTI0+dCwcrJ0xZMBwOLtZlL4QQAyi6iAwNDS33SWJprKys4GjuqHudY5Oj+58xBp6Ahyb2TSq9HkJexcbGBgMHhuLzzyPg4BCBggItNBoGTquFh4c5gnpugIVFY0OHSUiN4jgOew/9jmFDRuLGkQRkSTLA5xW2jatn7YbxC/rDvr6VgaMkxLRptVqIxWIolUpDh1Jhjo6OuHTpEqytrcEYQ25uLpRKJRwdHbF//340a9YMM2fOBAA0atQI27dvp1byJkatViMzMxNubm6GDoUYoWfPnuH27dsoKChAXl4e1Go1ZDIZ7Ozsyv4wgAmBrdGzzWz872oCEjOlaOpsg3FdmqKxY2HX8I0bN8bKlStx9uxZrF27FuPGjUPbtm2rc5NqPUpAEKOi0WjA5/PB59PDOYRUVrcB7dG+S0ucOXAdFyNPY/AboegU3Ay2ThZlf5iQGpaXl4effvoJ9vb2WLVqFczNzatkuV5eXnj07BFO805Dy/QHDOPkHKybWWNE6xFVsq6qpNVqMWXKFDRs2BDr1q176Tzh4eHYsGEDkpKS0KBBAyxevBjBwcE1HCkpD3Nzczg5tca4cbMRF/cHePwsNGvqiaZNx1PygdRJv/76K9q0aYN+/fph0HA5bocnISdDhnouNmjXoyGdqxBSA2rzExAAYG1d2KAqKCgIaWlp8PPzw4gRI7B8+XK4u7tj1apVOHXqFCwsLDBy5EhdQuJVpFKp3muRSASRSFRt8ZPKiYiIgJ+fX7WuQ6VS6XVR9mIZIcbp/v37iImJgdDGAdczCvD47kM4ONbHH/sPY0j/3nBxKV8vK40dLbHkzVcnFXg8HoKDg+Hn54edO3fi9OnTeOutt2Bra1tVm2JSKAFBjEpCQgKaNWtm6DAIMRm2Thbo/GYrZLBY9BjdxtDhEFICYwznz5/HiRMn8NZbb6F169ZVuvxmzZqha8eueJz7GIdSDoETcGBaBq1cC4t6Flg3eh0a2TQyuguKLVu2ICIi4pVPBCYkJGDOnDnYuHEj3njjDRw/fhxz587F8ePHy31STWrOvn37MHz4cLRq1R6tWlEXeKRu279/PywsLNCvXz8AhecqgSPdDRwVIXVPbR8Dosjx48chkUiwcOFCfPDBB9BqtTh58iTWrFmDjz76CA8fPsS7774LkUiEadOmvXI5L3blM3v2bMyZM6e6wyev6fz582UmlSorLCwMW7ZsqdZ1kKoll8tx7949JGus8cuZB+A4Bue0JNzTuOBypgSPc47isw8nV+kTUTY2Nnjvvffw4MEDfPnllwgKCkKvXr2oYfULaG8QoxIbGwt3d7oAIaQqabVaCAQCQ4dBSAlZWVlYv349UlJSsGrVqipPPhQJDAzEyrdX4rM+n6FPoz7o0rgLZo6aiTMrzmBY62HVss7KuHz5Mo4fP46+ffu+cp59+/bBz88Pffr0gZmZGQYMGIDOnTvj999/r8FISXlIJBI8ffoU7du3N3QohBjc2bNn8ezZM4SG0rgnhBgax3EwNzevtU9AFBGLxXBxccGiRYtw/vx5CIVCdOjQAaNGjYJQKISnpycmTpyIo0ePlrqc8PBw3LhxQ/dX3Te3yeuTSqXQarXl7k7ndc2cOVOvTISHh1fr+kjlPXz4EFozC/xyKQEcx2CmlkFjZgHw+OAYD/tvJuNm7JNqWbenpyfWrFkDmUyGTz/9FE+eVM96aqtKPQGh0Whw+vRpXL58Gc+ePYNAIECDBg3Qo0cPBAYGwsyMHrAgFRMbG4tu3boZOgxCTIpGo6HjMTEqHMfh+PHjuHLlCt5++200aVL9YzC4uLhg/NDxGI/x1b6uysjKysKKFSuwdetW/PLLL6+cLz4+vkTCvlWrVnjw4EGpy6fuBWre/v37MWzYMEOH8UrUvQCpKVFRUbh+/Trmz59PfbETYgQ4joOFhUWtfAIiMjISy5cvx99//607j1GpVBAKhWjevDkiIiL05uc4DoyxUpdpbW2t69aJGLdLly7VyH0jOk+uWVqtFk+fPkVubi7EYjGaNGkCC4uKdckokUhwI1kGjius7xbyNMgtXXXTeXwz/HElHt4ezaoydB2BQIChQ4eie/fu+Pnnn+Hk5ISxY8dCLBZXy/pqk9d+AuKvv/5Cnz598OWXX0IqlaJ169Zo0qQJcnJysHbtWvTt2xf79+8v17IePHiAqVOnokuXLggMDMTixYuRnZ0NoHCk8tGjR8Pb2xu9evXCn3/++bohk1ogLy8P9vb2hg6DEJNCT0AQY5KSkoLPPvsMarUaH330UY0kH2oLjuOwaNEiTJ06FZ6enqXOK5PJSpyQi8ViFBQUlPq5oKAg+Pr66v7CwsIqHXdtJpPJcOXKFRw4cAD79+/HiRMnkJKSUmXLz8vLw5MnT9ChQ4cqW2ZVCwsL0ysTL3ZBQUhViIuLw8GDB/Hhhx/SOQkhRqJoEGqVSgW5XI6srCzIZDJDh1UuHh4eUCgU+Oqrr6BSqZCcnIz169dj1KhRGDNmDGJjY/Hjjz9Cq9UiJiYGO3fuxNChQw0dNqkiV65cQdeuXQ0dBqlC6enpOH36NGISknEiJhs/hsdi1Q97cfLi9Qotx87ODs+y8nSvRcpcKM0ddK81Wg0y5NXfCKJevXpYuHAhOnTogE8++QRXrlyp9nUau9dqEjtr1ixYWVlh8+bN6Nix40vniYqKwq+//opjx47hu+++e+WyFAoFpk+fjjFjxiAsLAwymQxLlizB8uXLsX79erzzzjv44IMPEBoaiuvXr2PWrFnw8PB45XpJ7SWVSmFpaWnoMAgxOfQEBDEGWq0Wf//9N+7evYsZM2bA1dW17A/VMWFhYRCJRJg0aVKZ81pYWEChUOi9p1AoYGVlVernwsPD9Vr31eVWXbm5uThz5gysrRkEghtQKjMhkzng4sUktGnTpUq6TNq/f7/R3/CYOXMmpk6dqnstlUopCUGqVEpKCn799VcsXbq0Th9zCDE2HMdBIBAgNjYWv/60CymxOSjIV6K+qzNCpw1G01Zuhg7xlaysrLBt2zZ8/vnnCAwMhI2NDQYPHoxZs2ZBJBJh586d+M9//oMffvgBYrEY48aNK9f5FTF+GRkZsLGxoRblJkQmkyE6OhrZQmf893IitLqnlaxxbV8kYjKVmDW0e7mW1bJlS5izcAACgDHwOS0Yv/BeCGMcFEoN3JvV3LHN19cX7du3x59//omzZ8/i7bffRv369Wts/cbkte5ITZs2DT4+PqXO4+3tDW9v7xKPvr0oJSUFnp6emDVrFgQCAUQiEUJDQ7F48WIcP34c9vb2mDBhAgAgICAAgwcPxq5duygBYYLi4uKqrf9vQuqyoosLQgzl8ePH+Pnnn9GzZ0+sWLGCut54hQMHDiA9PR1+fn4AoEswnDx5ssT5lLu7O+7evav3Xnx8fJk3zal7gecuXboEsTgBSU93gTFO9z6PdwrXrz9E06ZLYWNj89rLz8vLQ0JCgtHf8KDuBUh1ysnJwbfffot58+bRsYcQI6NUKvHw4UNkp+UhOyoN7N8uSyTJqVh1dTNmL5uKziEeBo7y1Vq1aoXt27e/dFqnTp2wa9euGo6I1IRz587hjTfeMHQYpArFxsbCytEF/3cioVjyoZCFowu2HryCwd290aRe6Q2tgMJGWuP7dcP5LQdhaWkJjVlhoorTqCHNzQSvvjvGdWlaLdvxKubm5pg4cSKePn2KH374AW3atMHQoUPrXCPR1+qC6VXJB6lUWqL/wKKL6Fdp0aIFtm3bpndz7NixY2jXrh3i4uJeu3/j4n+1sU/Duig2NrbaEhAqlapEuSCkrtBoNJSAIAahVquxa9cu7NmzB3PnzkWfPn0o+VCKf/75B5GRkYiIiEBERAQGDRqEQYMGvbQxx5AhQ3Dt2jUcOXIEGo0GR44cwbVr14y+tb2xkEgkKChIw7NU/eQDADCmRYH8KG7fPl+pdfz9998YOnQolXlSZxUUFGDjxo1499134eTkZOhwCCEvePLkCTgNkJMq0yUfAEDAF0AoMMeOzQeQlyk3YISElBQdHU0Nkk1MTk4OIp8pnicfZFnAv//zeDxYWYjx3wsx5V5ecFdvLJgwANrcVEhUPEgyUpEjk4O5tsVXk4PQ2NEwPa80atQIK1asQL169bB27doSjclM3WuPAQEUji4+a9YsAMCJEyfg7++PHj164MaNG6+1PMYYvv76a5w5cwYrVqyg/o3rmIcPH6Jly5bVsmzq35jUZVqtts5l14nhPXjwAGvXrkXz5s2xaNEiODo6GjqkWs/b2xt///03gMLHi7/99luEhYWhc+fO2Lp1K7755hs0b97cwFHWDgUFBZBKo3TJh4ICAZ48eX4xIhIxPH586LWXn5+fj0ePHtEFMqmz1Go1Nm7ciAkTJqBx48aGDocQ8hLPnj2DUgJw//4WMjxPQpgJhJBIs3E7PMlQ4RFSwuPHj9GkSRNqXGdieDweMqTPG44LEiMAzfPXjDE8zVG87KOvNKO/H94Oao0hI0dj8NCh+GDCEJz7aDBG+jaqsrhfB4/HwxtvvIElS5bg/Pnz2Lx5MyQSiUFjqimVuiP1+eefo379+mCMYePGjfjggw9gZWWFdevWVXiwaKlUimXLluHu3bvYuXMnPDw8YGFhgfz8fL35qH9j08QYg1qthrm5ebUsn/o3JnVZbX4CIjs7G6Ghofj0009LDDSWnp6OYcOGYeHChRgxYoSBIiQvksvl2LlzJxQKBZYsWVKpLmzqunXr1um9joqK0nvdo0cP9OjRoyZDMhlisRhyeRpE/552yGRmkEmfnxarVBxsbHJfe/l///03Bg8eTE8/kDqJ4zh888036NevHzw9PQ0dDiHkFTiOg1YJgFeYgMgRPISjtpVuOgODJLP0xp+E1KSzZ89S90smyMnJCVZpac/f4LSASgoIzcEYQ36BAi0aVLwxmyQzDavenQE+v1Jt76uFtbU13n33XcTGxuKrr75C9+7d0adPH6OMtapUastiYmLw8ccfIzk5GYmJiRg/fjzGjx+Phw8fVmg5iYmJGDlyJKRSKfbs2QMPj8J+Bt3d3REXF6c3b3x8fJnd9BT1b1z0RwkI45eWllatA7GIRKIS5YKQukKr1dbKBMSNGzcQGhqKxMTEEtM4jsPChQuRk5NjgMjIq0RFReHTTz+Fn58f5syZQ8kHYrQcHBwgEtmD+7fLCZVK/5RYIpHD06PNay1bKpUiPj4eXl5elQ2TEKNX1IiI/dtVAmMM27dvR4cOHdC5c2cDR0cIKY25uTmEYoHuuQfGe94lIWMMZnwhHOrTdTMxDlqtFo8ePaq2XjOI4bRq1QpNzBXgcf8egzgNeMrCbtMl6SlQWjpjbOcmFVqmRqMBn883+hv67u7uWL16NVQqFT7++GM8fvzY0CFVm0o9AaHRaMAYw8WLF9GuXTtYW1sjOzu7Qq3YJRIJJk+eDH9/f3z22Wd6hSMkJARffvklfvnlF0yYMAE3btzAwYMHsXXr1sqETYxQbGxsifE+CCFVQ6PR1LoumPbt24fNmzdj0aJFmDdvXonp3377LVxdXdGgQQMDREdeJJVK8fPPP0MsFmPlypUluk8kxBiFhLyHX3ecgbOzJZTKwvNPjmPIyVGgnqMGHh5TXmu59PQDqQuUSiUuhV9FxLn7UMrUMLcWoktQB6TnJMPW1hYhISGGDpEQUobGjRsjL+c+eCXb+kCukqFpfQ+069EQgLbGYyPkRXfv3kX79u3p/MoEWVhYoG9QN8RnnMCJOAmsNWqoJelIy1VDKrTDhml9KjxuQ0JCApo1a1Y9AVcxgUCAQYMGISAgAL/++ivs7e0xbtw4k7umrtQdqW7dumHOnDl48OABpk2bhqSkJCxevLhCj0Tt3bsXKSkpOHr0KP755x+9aVFRUdi+fTs+++wzbN68GY6Ojli5ciX8/f0rEzYxQrGxsejfv7+hwyDEJNXGJyC6d++OwYMHw8zMrEQC4sqVKzh8+DD++usvDB48uFzLe3HgeZFIRE/HVZFLly7hyJEjmDBhAtq0eb0W44agUqmgUj3vW/TFMkJMX5MmXhg9agX+ObYWWVliME6LrKwcNG7MR6/gDbCwqHi/9VKpFDExMRg3blw1REyIcVAqlfjl2z/wJCoP5kILAEIUSIDdPx6EqJ4KX276wtAhEkLKwdbWFh5tWyPhcQLUmUrwGB9aTgO5ugD1bFwwfm4/2DpZ0DkSMQpnz57FmDFjDB0GqSaOjo5YMWMM3nzwGOs+vQgrcx569++LCQEtX2vQ6JiYGF3vOrVFvXr1MH/+fF2vAoMGDYK/v7/JJN0qlYD45JNPsH37dvj6+uKtt97CgwcP0K5dO8yfP7/cy5g6dape3/wv6tChA3bv3l2ZMEktkJKSAjc3N0OHQYhJ0mq11Ta+SnVxdnZ+6ftZWVlYvnw5Nm/eXOZ4QMW9OObL7NmzMWfOnErFWNfl5ORg27ZtcHNzw+rVqyEUCg0dUoWEhYVhy5Ythg6DGJin52Q0bdoLmzd/CoGgAMOHj4CbW+hrJR8A4ODBgxgyZIjJXCgQ8jKXz0cgITIPYtHzlnkSVRoKOAlsct0RefUW/Hv4GTBCQkh5cBwHDw+Pwvs4Azri9PFcNK/XEB06dET3QR1g51zxm36EVAeVSoWcnBy4uroaOhRSjXg8HnzbtIBH88aws7PFooEdXntZsbGxtXasPG9vb7Rr1w579uxBeHg4pkyZYhJlv1IJCCsrK70bOJ6enli5cmWlgyJ1i1qtrhV9sxFS2zDG8OzZMzx8+BBWVlZo164d7O3tDR3Wa2OMYfHixZg0aRLat29foc+Gh4frjf1CTz+8PsYYTp8+jfDwcEydOhXNmzc3dEivZebMmXoNIKRSaYlEFakbCpMNLeDs7IqWLSe/9nJkMhkePHiAsWPHVl1wpAStVospU6agYcOGuoHao6Oj8emnnyI+Ph4ODg547733MHr0aANHaroiwu/oJR9k6mxkyB+hhW0X8HkCXDpxkxIQhNQCWq0WfD4fIpEIvl29oOWpMH78eEOHRUgJ169fp3GF6hCxWAyFQlGpZeTl5cHW1raKIqp5IpEI48ePR3JyMrZt2wYPDw8MGzas1jX6K65SCYi0tDR89913SEhIAMdxetN27NhRqcBI3VGb+mYzBi+78CbkRTKZDKdOnUJetgzxt58CGjMk3t6F9l1bov+gPrVuTAgAePbsGa5du4bo6Gh8++23AApvGq9duxbHjh1DWFjYKz9Lg89XjdTUVGzbtg3t2rXD6tWra13XXsVRN1ykuLy8vEq3LDp48CAGDRpETz9Usy1btiAiIgINGzYEUDie3DvvvIMPPvgAoaGhuH79OmbNmgUPDw907NjRwNGaHq1WC4VUDaDwAlihyUdywX20tClMPgCALE9pwAgJIeXFcZyuEaBEIoGdnZ2BIyLk5S5cuID33nvP0GGQWiIvL89krv0bNmyIFStW4Pz58/j4448RGhpa4caYxqJSd6CWLVuGzMxMBAcH1+osDDGsuLi4Wtc3myG9eOFNyIs4jsPx48eRn6rF/Qs5yFHKYc6zAj8HOBV3G5JUJSa8O9TQYVaYm5sbbt++rfder169MHv2bIwYMcJAUdUNWq0WR44cQVRUFKZPn05d5hGTI5FIKvX5goIC3L9/H6GhoVUUEXmZy5cv4/jx4+jbt6/uvePHj8Pe3h4TJkwAAAQEBGDw4MHYtWsXJSCqgUAggNhaBJkEUGnleCKLRgsbPwj4hdeCjDFY24kNHCUhpDw4jtM1JsnLy6MEBDFK+fn5YIzV6tbspOIEAgE0Gs1rNZw0tXuMPB4PPXv2hK+vL3bt2oVTp05h8uTJta53i0olIG7fvo1jx47B0dGxquIhdVBMTAwCAwMNHUat8LILb0Je9PTpU8jzVbh/IQvgGBiYrkWuWGiJC4ei0WdgD7g0pmM3KVtiYiK2b98Of39/rFy5krrLIyap+IDkr+PQoUMYOHAgPf1QjbKysrBixQps3boVv/zyi+79uLg4uLu7683bqlUr7Nmzp9TlvTioKj0VVX6BId746/tzeKa8h6bWXhDynyccZAoJhgzoY8DoXp9KpdI7FtDAu8TUFX8CIi8vj3olIEbp4sWLdL+oDtFoNODz+ahXrx6ysrLg4uJS4WXExMSYZJddVlZWeOeddxAXF4evv/4aAQEB6Nu3b625Pq9UlDY2NnSiTiotPz+fWluUQ9GF91dffQULC4uyP4DCC6fif5W9wUJqhydPnkCSrAE4BgBgjEPxw71AIMC5Qzd15cLYxcTEoGvXri+ddvr0aXr6oZqo1Wr8/vvv+N///ofZs2ejf//+tebkhpCKeLEb0YoqKCjAnTt3TPJCx1hwHIdFixZh6tSp8PT01Jsmk8lKnBeJxWIUFBSUusygoCD4+vrq/krrxo/o6+jbFhLzWDgKmsKcbwUA4BgHaUEO2vdoAq/OtbNrgLCwML0yQeMCEVNXNAYEQF0wEeN17do1dOnSxdBhkBqiUqlgbm4OZ2dnZGRkvNYyHj9+bNIJ1datW2PVqlXQarX4+OOP8fjxY0OHVC6VegLi/fffx7JlyzBjxgw4OTnpTaPuGUh5SKVSWFpaGjoMo1fahXdpXrxwmj17tt7A8cQ08fl8FOQVTzYx8FCsVS6PhyP7T2DlJupHs67SaDRISEhAQkICAKBp06Zo1qyZrjvFuLg47NixAyEhIRgzZgy16iYmTSqVVqqf2MOHD2PAgAFUT6pRWFgYRCIRJk2aVGKahYUF8vPz9d5TKBSwsrIqdZnh4eF63zs1qiofrVaLb775Bu/NmQlOycf5f25AlqeArZ0Ywwf2Q0fftrU2WT1z5kxMnTpV91oqlRplEuLBgwdYv3497t69C6FQiMDAQCxduhSOjo548OABvvjiC9y6dQsWFhYYPHgwFi1aVCvH/iLVr6gLJj6fj9zcXEpAEKOTlpYGOzs7mJubGzoUUkNUKhVEItFrJyA4joNWqzX5YQIEAgEGDhyIgIAA/Prrr7C1tcW4ceOM+v5qpc5EVq5cCQA4ceIEgMJ+qRgr7Orj/v37lY+OmLy4uDi0bt3a0GEYvdIuvEtDF9d1U/PmzXFR8HysBPZCAkKtVmPC5LH4ZsgKo724JtVHKpXi1KlTKGAFuC+/jyx5FsQPxWhv1x6D+wzGwYMHkZubi0WLFlFfq6ROqEyrT7lcjlu3bmHUqFFVHBUp7sCBA0hPT4efnx+AwgQDAJw8eRKLFy/GxYsX9eaPj48v8/zS2traZAYorCmMMXz33XcIDAyEj48PAMAvwMuwQVWh2tANl0KhwPTp0zFmzBiEhYVBJpNhyZIlWL58OT7//HNMmTIFU6dOxbZt25CWloZp06ahfv36mDZtmqFDJ0aoqAsmoVCIrKws2NjYGDokQvSEh4fTtWodUzwBcevWrQp/PiUlpU6Nl+ro6Ih58+bh5s2b+PzzzzFgwAAEBAQYZcOoSiUgTp06VVVxkDoqJiYGnTp1MnQYRq+0C++IiIhXfo4uruumBg0aoHm7+kiPewIhv+hCuvAHSKbIh4NlfXTp6w5r6/J15UVMB2MM4eHheKx9jD8f/gmOPe96JuJxBE4cP4F5782jrmRInSKRSF472XbkyBF6+qEG/PPPP3qvly5dCgBYt24dcnJy8OWXX+KXX37BhAkTcOPGDRw8eBBbt241RKgm7b///S+aNWuGHj16GDqUOislJQWenp6YNWsWBAIBRCIRQkNDsXjxYuzfvx/NmjXDzJkzAQCNGjXC9u3b6fhEXqkoASESiSCXy+lJGWJUGGO4ffs2Ro4caehQSA0qnoDIzMys8OdjYmJMagDq8vLy8kLbtm2xd+9ehIeHY+rUqXB1dTV0WHoq9QvTsGFDyGQyhIeHIzk5GfXr10dwcDC1mCTl9ujRIwwfPtzQYRi90i68CXkRj8fD4OEDIEndi8jTD6HiK6HQyiBXq2AvdsJb84bA1omSD3VReno6sgqy8GfC8+QDT8ODVYIVwANinWPBs6MbFaRuycvLe60nIORyOW7evEnnMQbm4OCA7du347PPPsPmzZvh6OiIlStXwt/f39ChmZS///4bfD4fgwYNMnQodVqLFi2wbds2vfeOHTuGdu3a4datW3B3d8eqVatw6tQpWFhYYOTIkbqExKvQgOx1V9EYEEKhEGq1Wvc+DchOjMGjR4/QvHlzCAQCQ4dCalBRAsLe3h7Z2dkV/nxMTAxGjx5dDZEZP5FIhLFjxyIlJQXbt29Hq1atMHz4cKPpjqpSCYgnT55gypQpUKvVcHNzQ0pKCtavX49ff/2VutUhZWKMQa1WU39+hFQDsViM6fPG48ngFHz/zY9wtW2JTu294NO7JSUf6rDMzEzcybujSz4ICgSwfmiNgiYFUNupwZPz8FfUX/Bz9zNwpITUnKIumCp6g+Xo0aN48803a21/97XZiw0wOnTogN27dxsoGtMXHh6Op0+f4r33aOwoY8IYw6ZNm3DmzBns3LkT69atw8mTJ7FmzRp89NFHePjwId59912IRKJSu2CiMePqrqIxIEQikd4NqrCwMGzZssWAkRECnD17Fm+88YahwyA1rCgBIRAIwHFc2R94QUZGRokxiusaNzc3LFu2DBcvXsTatWsxZswYdOzY0dBhVS4B8cUXX6B///5YtGgR+Hw+OI7Dl19+iXXr1uGnn36qqhiJiUpLS4OLi4uhw6iV6MkHUl5NW7nB3asJQkLeQKNGjQwdDjEwMzMzZMmynr+WmUHhqoDarrDVG+MY0lXphgqPEIOQSCSoV69ehRIQCoUCUVFRWLt2bTVGRojhRUVF4erVq1iwYAF15WNEpFIpli1bhrt372Lnzp3w8PCASCRChw4ddGPSeHp6YuLEiTh69GipCQgaM67u4jgOSqUScrkcQqEQCoUCYrG41gzITkyXVqtFQkICWrRoYehQSA1TKpV6v0NF4wyXh0KhgLm5OZ2voLBXjO7du8PHxwe7du3C6dOnMXnyZDg4OBgspko12YqOjsa8efN0Lb/4fD4+/PBDREdHV0lwxLTFxMTA3d3d0GEQYvKK+nclpHHjxjDnij11xvSnK2QKeLbwrNmgCDGw1+mC6ejRo+jfvz8dW4lJi4uLw8GDB/Hhhx9SFxhGJDExESNHjoRUKsWePXt0fV23bNlSr9scoPAckDH2ssXoFI0ZV/RHCYi6QaPRIDExEYcO/IN7UQ/x9GEGvlzxPY4fOQ0zM7MS5YKQmnT79m106NCBbiTXQUVPQACFv08ymazcn42Pj6feeF5gaWmJGTNmYPDgwdi0aROOHDkCrVZrkFgqddUkEAhKtBaTSqWwsKDuPUjZYmNjKQFBSA2gBAQpYmlpiUHeg6DO+7efXwYwXuGNCWWeElprLcZ1HGfACAmpeRUdhFqpVCIyMhIBAQHVGBUhhvX06VPs2LED8+fPp+5SjYhEIsHkyZPh4+ODn376CY6OjrppI0eORGxsLH788UdotVrExMRg586dGDp0qAEjJsYqPDwcmc9yEXdeAnkWA5MLkfVIi73fXsD/fjhg6PBIHRceHk5P3dRRarVal4CoX78+MjIyyv1ZauT8ai1btsSqVavA4/Hw8ccf4+HDhzUeQ6XuSAUHB2PBggV49OgRVCoVHj58iEWLFiE4OLiq4iMm7NmzZ3BzczN0GISYvKIB5ggBgDd7vom3/N9CXnoe1DI1VDIVctNyoRArsG7iOjSyoa66SCGZTIbU1FRkZWWV2YK2NlMoFBVqPHP06FH069ePjqvEZGVlZeG7777D3LlzqeWzkdm7dy9SUlJw9OhR+Pr6wtvbW/fXsmVL7Ny5E2fPnoW/vz+mT5+OsWPHYtKkSYYOmxgZiUSChPgkSNKUAAN44IOPwjEgxCIrnN0XiWdPMg0cJamrlEolJBIJddddRymVSl3DBycnpwolIOLi4tCqVavqCq3WEwgEePPNNzF37lwcOnQIP/74IwoKCmps/ZUaA2LBggWYM2cOBgwYoHs0qmfPnli4cGGVBEdMg1qt1o1e7+joCKFQCLVaDT6fTxfvhNSAogHmCAEK+4P8YNAHGBI4BJt2bEIePw8dunbA6DajKflAAAByuRzR0dHQaiVg7AGk0lRIpRy8vUehZcvOhg6vyvF4vHI/4q9UKnHjxg0a+4GYLKlUik2bNuH9999HvXr1DB0OecHUqVP1+uZ/UadOnbBr164ajIjURo8fP0bWEwUYGADevwmI59flfIEZzh2KQuisEMMFSeqsa9euoUuXLoYOgxiISqWClZUVAMDZ2Rmpqanl+hxjDEqlknrkKQcHBwfd8Amff/45+vfvj8DAwBLXQ4wxaDQaCASCKrl3W6kEhL29Pf773/8iKSkJWVlZaNiwIZydnSsdFDENHMchMjIScfcfISNBBlmeAjJlLhwbW8HR2RZisRgFBQWwtLQ0dKiEmDTqgom8TDOHZujv0R/16tVD586md1OZvB61Wo2IiAi4ueUhM+sPMMbB3gGws2e4cGEZ8vPHwstruqHDNJh//vkHISEhdEwlJkmpVOKrr77CW2+9hYYNGxo6HEJINdFqtVBI1WBg4AGw4DmAVywBwePxkJdVc61iCSnu4sWLmDVrlqHDMGoPHjzA+vXrcffuXQiFQgQGBmLp0qV63fK9KDY2FqNHj8YPP/yArl271mC0FaNSqSAUFj6R5ezsjNu3b5frc5mZmXBycqrO0ExOp06d0LZtW+zbtw9ffPEFpkyZAjc3N2g0Gty8eROXIm/jUlwasmUatGzRFPPHDUDrhq/fOOW1EhA3btyAr68vrl+/rvd+QkICEhISAIBuZhBcvXoVMZGJSIwsgEarRkJqHCDg8PQRHzwLJRo1boQ/fvsLwX16omnTpoYOlxCTRV0wkVeh5BR5UWJiIlxcLJGZtQ2Mcbr3eTweWru74sqVrfDw6AcLi8YGjLLqVKRrKaVSievXr9PTD8QkabVa/N///R+GDBlCAzgSYuIaNWoEiLTAv09ACHn6LYY1ajWatjCN33lSu+Tl5YHH48HGxsbQoRgthUKB6dOnY8yYMQgLC4NMJsOSJUuwfPlyfP/99y/9jFwux4IFC6BQKGo42opTqVSv1QVTTEwMPDw8qjM0kyQUCjFmzBikpqZi+/btaNasGSwtLXHmTiJ+j84C9++1UmTyHey9cAcbF03HhMDXO098rQTEjBkzEBkZ+cr+JHk8Hu7fv/9aARHTIJPJkPAwCYmRBWCMISXrMUTmQpiLxACAVPkz5Cc1QUxqHnJT/8GMuRN1j1kRQqoW3WQmr0Jlg7woLS0Nrq6PdckHtZpBKCx8HJfP58HKyh7x8f9Fhw7LDRlmlZHJZOV+EvP48eMICQmhLu2IyWGM4bvvvoO/vz+8vb0NHQ4hpJrVr18frTu54X7s7RJdbqg1SliILOHfv42BoiN12YULF9C9e3dDh2HUUlJS4OnpiVmzZkEgEEAkEiE0NBSLFy9+5WfWrl2LPn36IDY2tlzrkEqleq9FIpFuYOjqplKpdOuytLQsd9IkJiYGffv2rc7QTJqrqyuWLVuGPXv2YO/+v3El3x4c7/k4YHyhOTiNCou2/gXfJtNgL9RWeB2vddchMjISQOFjPy/7o+QDefLkCSRP1f/2GaaCVCGBwOz5BTuPDyhVCoABiTfzEXE52oDREmLa6CYzeRWO48rd9z2pO1SqLN3/f/wuQ1ysWvfazMwMsoIkQ4RVLfLy8mBnZ1fmfCqVClevXqWLYmKSdu3ahWbNmqFnz56GDoUQUgN4PB6GjhwEGycRZMo8aLRqqDUqSAtywTiGGYvGwtaJ+lEnNe/69evUm0oZWrRogW3btuk1iDl27BjatWv30vn379+PJ0+eYPbs2eVeR1BQEHx9fXV/YWFhlY67vIonICoiOTmZuo+sJB6PB4FAAF5jL9hpJWipeQIhe34dyDMTQSXJwIA5nyAoKKjCy3+tJyBSUlLKnMfNze11Fk1MhFarhVyqRo4sDTmyNBTwMqBQpYEPAcz4IvBgBo4rzJiZm1kg6vwDBPXpZuCoCTFNNAg1eRVKTpEXWVpaQqMpbO2i0TDwBTxcu6ZEk6ZmMDfnIS8vF44OzQ0cZdXJzc2Fra1tmfMdP34cvXv3pmMpMTmHDh0CYwyDBg0ydCiEkBpkaWmJFu5NMXD2MFw6Fo2CPDVat26JHoM7wc65dozRePnyZWzcuBEPHz6EhYUF+vfvj0WLFkEsFuvmSU9Px7Bhw7Bw4UKMGDHCgNGSsqSmpsLR0bHGWtqbAsYYNm3ahDNnzmDnzp0lpj98+BBff/01fvvttwqdw4aHh8Pa+nnr95r8Tl5MQAgEAmg0GpiZvfr2tVqtBp/Pp+vaKqBSqZAl5/DErCEsuQI00KYj0ax4YochZEgo1n6/vMJJiNdKQPTq1Qs8Hq9Ev7lF771uF0zZ2dkIDQ3Fp59+qhsU5fDhw9iyZQvS0tLg7OyMKVOmYNy4ca8TNqlBTk5OSMyMBU9oiXoOzpBmp8PG3AECCCErkILPzCG2KDygcZwWyoLy98FMCKkYGgOCvApjjMoG0dOiRQvcvJkCkTkfz56p0KSxAA0bmSH8rAJ+flqIzCVo3Nh0zsPK8wSEWq3GlStXaOwHYnLOnTuHJ0+e4P333zd0KIQQA+A4Dm06tkIHH09Dh1Jh2dnZmDlzJtasWYNhw4YhMzMT06ZNww8//IAPPvjg/9m787CoyvaB49+ZYWBYREBAxV0RzBUSd80l09Q0M7cWS7Oyt8yytExbtOXt7fe277Zn9ba5VGampbnkvgsqKiqy7zAwMMNs5/cHOYoCAiIzwP25Lq+ac86cuc/hPGd57vM8D1CyffPmzSM3N9fJ0YrK2LRpU7Xeqm6oDAYDTz31FEeOHOHrr7++ZPyD4uJi5s6dy8KFC6v8griPj0+pBERtKi4uLpWACAgIICcnh+Dg4HK/Ex8fT7t29ecFKWfy9PSkiXfJIOBFai8S1BclpFVq2jf3r9bxUa0ExIYNG6rztQrt27ePBQsWkJCQ4Jh24sQJFi1axBdffEFERAT79+/nrrvuomPHjkRFRdV4DKLmGI1GvBt7YC52R6PWoGBDhRqNxg2dzpPszBxa+3UGoNBUQP8w6W9WiKtF3nIX5ZFjQ1zM19eXtm27EhNzkpMnthAaqqVpMxW7dpo4HJ3CtDtfqjcDUAPo9frLJiD++OMPhg0bJq0fRL1y4MABduzYwbx586QrPiEaqLp8HxgQEMD27dvx8fFBURTy8vIoLi4mICDAscx7771Hs2bNaN68uRMjrftMJhOFhYVotdpKtRqtDkVROHLkCJMnT74q669vEhISuO+++wgJCWH58uWljvtzoqOjiY+PZ9GiRSxatMgx/YEHHuDmm29m8eLFtRhx5VksllIJiKCgIDIzMytMQJw4cYKwsLDaCK/e6969O6eS0ll/VIXtokYHdrMJXUAIt/dpC9irvO5qJSBqul+tVatW8fbbbzN//nzmzp3rmB4fH4/VasVutztaVpwbZEW4tlOnThHeMoLNsdvReenQaj0oKNDj4eGF1WzF1ycAxW6n2GZGpbgx+OZrnR2yEPVWXX64EFeXtI4RZWndujWBgfexaVM8KpWarMxcxo9vz7p11xAcfLOzw6tRer2e1q1blzvfYrGwfft2af0g6pWTJ0+yevVqnnzySUmsCdHA1eX7wHNv4A4ePJj09HSioqIc3Szt3LmTNWvWsGLFCsaOHVup9Tlz4F1XVFxczIEDBzBk6tGkWzDlFmFzs3Pt6P6EhJd/71QdcXFxtG/f3uWOR7PZjNlsdny++BhxBr1ez913303fvn156aWXyt1nUVFRHD58uNS08PBwPvzwQ0ePM66ouLgYDw8Px+dzCYiyKIqC2WwmNjaWQYMG1VaI9Vrbtm2JuCaUW7MKWR6di52S/awUF+Hm4cVrD95CqwCvapWFaiUgOnXqdNk3ZarSBdPAgQMZO3Ysbm5upRIQAwcOJCIigttuuw2NRoPNZuPJJ5+ke/fuFa5PLhzOZ7VaUVm1NA9qTbI+FrtiRacJxFxoxNvbD0NRPln6dPy8grn/iUn4BXtf1Xhc8cIhRG1ytZs54RqkCybXU5n+jM+599572bVrV6k+Ud96660aGUjWw8ODRo0CmDTpGcc0tXorK1asYOrUqVe8fldxrgsmq9Va5vw///yToUOHSiWtqDeSk5NZtmwZTz75ZKkHfCGEqKvWr1+PXq9n3rx5zJkzh1deeYWFCxfy9ttv4+1d+XqGi7v/mT17Ng8//HBNh1snWK1Wtm3bRqC5EV5H1KB4AB7YzXa2v/UbPW8ZSLsbutbY723atInhw4fX2PpqytKlS3n33XedHUYpK1euJCUlhbVr1/L777+XmnfgwAEiIyNZsmQJ48aNc1KEV+bi8R6CgoKIiYkptYzNZuPIkSMcOBbHnrO5JB08QrzmV2bfegPhrYJqO+R6RaVSMXToUNq0aUP3bXvYdDSJXKOdazr34uFbhtAuuPqtoKqVgPjyyy9rtKluUFDZB4jZbKZly5Y8+OCD9OrVi23btjF37lzCwsIYOHBgueuTC4dzZWdnExMTQ9yxeDB50qJxOD7uAY4xQozFhaSmJXFd3+sZ+69e+AZ6XvWYXPHCIYQQziatY1xLZfozvlBMTAyffvopvXv3rvFYTp8+Tfv27UtNGzhwIK+88gpJSUm0bNmyxn/TGfR6Pb6+vuTk5Fwyz2KxsG3bNmn9IOqN7Oxs3n//fR577DGn9e0shHANVqsVq9WKxWJBq9U6O5wrotPp0Ol0zJ8/n0mTJvHEE08wbdo0unatWgW5MwfedTVnz57FV+sDu/Pggl5Y1Go1HVq0Zf93W2jVMxS3gEtfkKmM/Px8YmJiyM7Oxm63Ex0d7ZIvuMyaNYsZM2Y4PhsMBqePUzFjxoxSMV3swIED5c47fvz41Qipxl1Y33xxCwi73c6WLVvYl5jPyiMFKFYrjdSe7DxbwPqFH/L0/ZOZNii8rNWKSlKpVHTo0IEOHTpwfw2ut1oJiNpqrvPOO+/g7u5O//79ARgyZAhjxozh+++/rzABIReO2ldUVMSOHTvYsWMHXl5edO/endC24cRtLuTCbsNUKhUqlRp/72a1lnwA17xwCCGEs9ntdun724VUpj/jcxITE9Hr9XTu3PmqxBITE0OXLl1KTVOpVMycOZMPPviAp59+ul4kr4qKivD29i4zAbFhwwaGDBkirR9EvWAwGHjzzTd58MEHadKkibPDEUI4SXFxMfv37yc+LpGzp5L5z/wPCQoO5OY7bqB5m0Bnh1dp+/fvZ+HChfzyyy+O+p5zPR5s27aNQ4cO8d577wEl578lS5awbt06li5dWu46nTnwrqtJSkqimb4Rxf/U5dgVO2pVyX2fRq1BrdOSufUMzW++psrrTk1NZfv27TTx8qdxmoZTZ8/SXNuE31etYdCIITRr1qwmN+WKSG8qzufv719qIPmzZ8+SVWBi5ZE87IqCuzEXi2cAGq0HjYOa8dxnqxnSpRWtArwqWKtwhmolIMaOHcvq1asZNmxYuRUXNTFQdUpKCn5+fqWmubm5XTZDLxeO6rHb7aSmpnLq1ClsNhuNGzcmLCys3H1ptVo5cOAAW7ZswWQy0a9fPx577DG8vLxQFIWdO3dS0KWY1GgzKpUaRVEoNBZQkF/AjEcn1VryAeTCIYQQZZEWEK6nov6MLxQdHY23tzdz584lOjqawMBApk+fzsSJEytcf2W7qTx+/DijRo26ZHpQUBDXXnst69ev58Ybb6zKprmssu5lLRYLW7dubRCtH6SbyvqvuLiY119/nbvuuqvGx/ITQtQdFouFP//8E32KhbidhViNKuz53iTm5PHSnKXMfHQqkUM7ODvMSgkPD8dkMvHaa6/x+OOPk5mZySuvvMJtt912yeC6w4YNY/bs2WXeT4myKYoCRee7p/wmdg23hY/GTV3yUoabm4birMIqr9dms7Fz506CzY0o2pIEdjiadZw+fl3w3mtic/Y6Jj0yTZ5PhINGoyk5Hv9x6tQpjuaC/Z9pWmMOxT4lA82r3bRobcV8vT2Op26quOt+UfuqlYC4//6SRhizZ8++qm9ODhs2jBdffJHRo0czcOBA9uzZwy+//MJrr7121X6zobJarWzduhWL0U5xthvmQsh2y+LsqSQiorrRrl07oORCdPLkSTZt2kRycjKRkZFMnz79kjepVCoVffv2pXnzsxwKjiH+SCbGAgvXdG7LiFv70aR59fsNE0IIUTPsdru83e2iLu7P+JNPPik132w2ExERwdy5c+nYsSO7du3i4Ycfxtvbu8zEwTmV6abSbrdjNpvLHHcCYNSoUTz//PP06tWrzr9JXd597MaNGxk8eHCpPmjrK+mmsn6z2Wy89dZbjB07lo4dOzo7HCGEEx0/fhy7WUXcztxSFXrubh409g3g2/fW0qHbzFp9UbC6vL29+eSTT/j3v//NgAEDaNSoEWPHjuWhhx5ydmj1gpeXF8VuNgCsdhun9InYFBtulDw3mIpMNGruV+X1JiYmorVqKNqZBnaw2K2Y7MU0cvMCBazROZw9cpp23UJrcnNEPWK1Wskusjg+u5lyKQzs5PiscdOQkCkv07iiareAAK56BnnSpEmYTCZefPFFMjMzCQkJYfHixQwdOvSq/m5DdODAAQoz7JzZWwD28zcjKrUKfcZurCOs7Nu3jyNHjhAaGsrIkSNp06ZNhetUqVS0bduWtm3bwq1XeQOEEEJUmbSAcF0X92es1+tp3LixY/748eMZP3684/PAgQMZP348a9eurTABUZluKs+ePUvr1q3LXYdGo+Gee+7hs88+Y/78+VXcMtdxYeXLhaxWK1u2bGkQrR9AuqmszxRF4cMPP6RPnz5ERkY6OxwhhJOdOXOG/GRVmdc/d60HefpUYrYk0X9C3UhWhoaG8tlnn112uY0bN9ZCNPVLWFgYe9N3E6xSk2RIw6rYHMdNnkGPr8qLxn2rPh6YXq9Hk2oGe8nnRFM6bTybO+Z7aDxI3yEJCFGal5cXhYWFeHt7o9PpCNCVJMc0Jj02rTeozj/PWi1W2jSVF55d0RW91hUdHc1rr71GcnIydru91LzqdsF08aAo06ZNY9q0adWOUVyexWIh+WwaiXttpZIPZpuJ9Lx40hPiOZEYze13TmXy5MlSWSWEEPWEjAHhWsrrz1ir1eLpWfptxOXLl1/S2sFsNuPh4VHhb1Smm8ojR45cMv7Dxdq0aUPz5s3ZsWMH/fr1q3BZV2U0Gsts5bFx40auu+66BtH6AaSbyvrsm2++oXXr1pJQEkIAJUnJonzzhRNKzVepVeRlVr1bHVH/+Pn50faa9pzMiuFE/Fn8PXwx26xk63Mx5RZy/axx1RqA2svLC2OOAW9K6pTMdgue6vP3rhabGa1Rnk1EaUFBQWRkZNCuXTvCwsJIyd7LHyoVnnlnMPq3dyxnLS7CovXhjr7tK1ibcJYrerJ66qmn6NixI2PHjpVK6TqssLCQ7AQj2EvG1rDazBzN2AZAU592RIYMx6Oxma5duzozTCGEEDVMWkC4lvL6M544ceIlFcQGg4HXX3+dNm3a0KlTJ7Zs2cKvv/7Kp59+esVxHDt2jCFDhlx2ucmTJ/P888/TrVu3Ojn2Vn5+Po0bN8Zut5OTk0NRUREGg4HNmzdf0n+0EHXNr7/+it1ud7RcF0IIrVaLzqfs1n8Aih38g+ve9VxcHaGhoQQHB/Pnoa0E+gWQQR6dr72G9iO64R5YvQF+W7duzW71X3hTkrywo6C+4GWoIqORNqFtayJ8UY8EBQWRlZVFu3btCAkJIbRVM25M17MtoRCbhy+KomAtMpCXX8DLD02VAahd1BUlIJKTk1m1atVlB4UWrs3NzQ1Dngk1JX/HM7nRhPiGEehdMkidXbFjMticGaIQQoirQFEUSUC4kMv1ZxwZGcmSJUsYN24cd999N0VFRcyePZvs7GxatWrFK6+8QlRU1BXFoCgKhYWFlUoouLu7c9ttt/HVV1/xr3/964p+1xn0ej1ms5nvv/+YxMSdJCXl8tJLWwkOlhcuRN2h1+tJSkpCURRCQkIICAhg69atxMfHS1/oQohSrrnmGvbk7UetUjkGcD3HUJRPgHdTugySgerFeZ6envg18cOvgx9D77wZf3//K1qfh4cHPUb2Zs+7f9CscRCKoqBChc1uJ02fSZhfG/z6taqh6EV9ERQURHp6uuNz7969iYuLQxvVlbMWK9kGM23D2vPAuIG0b9q4gjUJZ7qiBESvXr04duwY3bvL6OJ1mY+PD1oPNRaDHbO1iEJzHh0Dezrm6w25dO1UN/qBFEIIUXnSAsL1VNSf8YEDBxz/r1KpePDBB3nwwQdr9PeTk5Np0aLylQ9dunRh8+bNleq2ydUcOXKE1NTDoPobRXEDfElNNeAf8BU//mjkttuely7KhMuyWq1s27aN7HQ9BalWTAYLVtV+NI1N5OizePLJJ+X4FUKU0qZNG1JSUsjtVkTSQQMqlQa73U5BkR7FquK2eTfWiQGoRe2Ji4ujY8eOZGdnX9LtenV17ROBNtvO7m/+Itesx6Qy4VOkpVtgKJ2n969W106ifrDZbGXeuwQFBRETE+P4rCgKsbGxPPPMM/JCfB1yRQmIRx99lLvuuos+ffrg61t6kI+XX375igITtWv4zf357D+/kKsk0KHJ+UHqjMVF5OcWMPTmnhV8WwghRF0kCQhxseokEu666y5efvllnnvuuTozloDdbufo0f2o1QdK+pwA0tJ8aNcuF28vOH3mO86cGUf79r2cHKkQZdu5cyeZZwo5s7fQ0Y17gTmf+NxDDB44RM7tQohLqFQq+vXrR+vWrdnaZDsZG93xagI9OvZk2C298Av2dnaIwsVER0fTtWtXtm7dWmMJCIDw0dfSoW9nVnz8LQGqRvTuEYV3r2aSfGjgLBZLmc8SgYGBZGZmOj7HxsYSGhoqyYc65oruTF966SWaNGmCt7dcqOq6sK7tiRoeRmFRIYUFJrJyM0hMPUtOpp675kzAv6n0BSmEEPWNJCDExaqTgPDx8WHMmDH88MMPJCYmsnfvXg4cOEB6ejqKUn5f086UnZ1NXt4p3N0tpaa3bJkPgI+3ml27vnBCZEJcnsFgID05izN79Y7kg9FSQHzeIa4JGkjc3ixOxyY4N0ghhEtSqVS0bNmSvgN7MfD63jz56r1MmDVEkg+iTCdOnCAsLAy1Wl2jCQgAtwAd3l2CCLyhA41HtpXkg8BsNpeZgPDy8sJoNDo+//7774wcObI2QxM14IpaQBw5coRt27ZJAqIeUBSF2KT9vPh/zxK3O5PcTANNWwQQMbSdNMMUog4zGo2YzWZMJhM6ndzUidIkASEupCgKer2exo2r3ndqt27dWLlyJU2aeNKsWRYmUwb796vx8OjMwIFjXK5lhMlkoqiokMBAKwA6nYVu3dJRq0tqczUaFYVF6RWtQginSUtLIz/F4kg+mG0m4nJ3ExbQDze1O96ejdj++2E6XNPGuYEKIVxWfn4+jRo1cnYYwoVZrVbsdjvu7u5XJQEBJV3uyLOIOKe4uBgPD48Kl9Hr9RQXF9O0adNaikrUlCtKQLRp04bCwkJJQNQD+/fvp127drTt2IK2HWXgKSHquvz8fDau38Lpw6mcPZnCuy99yTVRbRk24jo8PetOUjEnJ4cpU6bw4osv0qdPHwC++eYbvvzySzIzMwkKCuKuu+7izjvvdHKkdZMkIMSFMjIyqnUzb7fb2bt3LxMnRvK//33F+Fs0qNUqPL2g0LCXP/88xejR865CxFVnMBjYuXMdJ0+uIzu7CI0bNPKx07SZioCA829WFRbZ6NixnRMjFaJiRQUWoKSf5OSCWNo07o6Hm5djfqHe7KTIhBB1QUFBwSXdaAtxobi4OEJDQwGuWgJCnkXEhcxm8yXdKtntdpKTk8nNzeWvv/4iNjaW6667zkkRiitxRQmIW265hXvuuYdbb70VPz+/UoOFjB8//kpjE7XEZrPx008/8dRTTzk7FCFEDTAYDHz14XLSj9rQqDXYLWoKk7XsTDhD4sk0Zjw89bJvFriCffv2sWDBAhISzncjsXHjRt566y0+++wzunbtyuHDh7nzzjsJDQ2lb9++Toy2brLb7TJIqXCo7kDSycnJ+PqqMRh+pkOoikOH7ERGagDw9tEQF/cLmZk3ERTUqaZDrpLCwkJWrfo/7PY/aOynQqv1orGvDpXak7Px+bRrp6BWq7DbFUwmK/36PeDUeIUoT7NmzbCpzYAHNruVQksubRv3cMwvKNTTs23dGhReCFG78vPzCQ4OdnYYwoUdOXKErl27AlcvAaEoijyLCAez2VyqnqK4uJitW7dSZFNhUHnxc0w2mQcO4R3QlNCMDDmH1TFXlIBYtmwZAF999VWp6SqVShIQdciGDRvo378/Xl5el19YCOHy/v5rB2lHLLhpSr894KZx5+zBfPbtPET/wb2dFF3lrFq1irfffpv58+czd+5cx/Rhw4axceNGfHx8sFqt5ObmolKp5A2uapK3jsSFjhw5wm233Vbl72VkZKBWx6Jgp3t3NatWWQkJUdG0acmxFeDvy7FjXxEU9FJNh1wlO3euw2b7A3ePkgddb28NVqsRm12Lm9abrKx8PL3AZLIy4ZZnaNy4g1PjFaIijZqqiT92FquqiCCvNo4KnGKzEatJYcCYbk6OUAjhygoKChxvtwtRluPHj3PTTTcB0gJC1I6Lx4DYvXs3pw0avj+YiZtBDYf3gTaIL4+aOZO9nqfunexy3byK8l1RAmLjxo01FYeoJTabjaSkJBITE1EUBT8/PzZv3szzzz/v7NCEEDXAbrcTvev0JcmHc3Tu3uzccNjlExADBw5k7NixuLm5lUpAQMmAt6dPn+amm27CZrMxY8YMOnfuXOH6DAZDqc/u7u5ys0LJW0cajcbZYTiF2WzGbD7fRcnFx0hDlJ2dTWBgYJW/p9FoMBozgJKXUEaOdGPb3zYUxU7/ARpsNoVic1pNh1slNpuNs2f/ROd5/i07lUpF126NyMszk5ZmISvLk5tuGkm/frPw85NKGeF6bDYbu3btIis9D63FD7VnAsmZJwh270CBKg+jyYhihumPTqBxkLxYJIQon4wBISpis9mwWq2Ot9E1Go0kIMRVd2ECorCwkJTsfL4/WIjdrmB390aXtIfCTmNRFBV/nC5iyMFjDO7d4zJrFa6iWgmIjz76iHvuuQc3t4q/brFY+Oyzz5g1a1a1ghM1y2g0sn37dtw1XhRnumMssLD+2M80axmCXq8nICDA2SEKIa6QzWajuNACXJCAODdK5T+KCly/X+igoKAK57dq1YpDhw4RGxvLgw8+SEBAAPfff3+5yw8ePLjU59mzZ/Pwww/XSKx1mc1ma7DNnpcuXcq7777r7DBcRnZ2Nv7+/tX6bkhICPv2lYz5AODtrWLESDcyM+xs3GAFTEyb5tzxFKxWKzZb3iXT1WoVAQEeBAR4UFDQmlGj/lv7wQlRSXv37iXrrJGz+81gV/B1D6Rpozb4qPzJN2cwetQY+o3ugm9g3RnrSQjhHDIGhKjIqVOn6NDhfEvQq9kCoqG+DCUudWECQq/XE51uxG4vqcuwu/tg9Q1B0eoA0Oh8WLlDEhB1SbVSjVqtlnHjxvHJJ5+Qnp5+yfzk5GQ++eQTbrrppssmKUTt2b17N9piX45v0HPmUA7xx9NJS0nHPb0Nv3y3AZvN5uwQhRBXyM3NDU8fd5R/kg6KYkelOn+qt9ltNPb3dlZ4NUar1aLVaunWrRt33XUXv/76a4XLb968mX379jn+SWK8REN+62jWrFmljonNmzc7OySnOnr0qKOf36oKCgrCw6MLhgJr6enBavr3NxMcnMPy5XrWrFmD1WotZy1Xl1arRa1uXHqi6nxy1mZT8PaqeusPIWpLUVERaUlZnN1fAP88jCfpY2kb0JVWwR1o7NGU0F5BknwQQlRKUVGRdMEsyhUTE1PqvvBqJiAa6stQ4lLFxcWOBIRGoyEj3+iYZ/dqgqnV+TEfFZuNrELnPFeI6qlWrcOMGTN45513iI6OZujQoQwdOpSpU6cyefJkBg8ezMiRI4mOjub9999n5syZNR2zqIa8vDzMRVZO7Mh2vAx9In03YU17oVa7kRFbzLHDcc4NUghxxVQqFdeN6kWRKR8Aq2LGTXW+q6GCwlyGjx/grPCu2BdffMGjjz5aaprZbKZx48Zlf+EfPj4+pf5J90slGnICwt3d/ZLjoiGr7gDUUHLeGTToJjSagcTFZZCdbSQzo4jY2AQKDKe5++6neeGF/+Dh4cFzzz3Hjh07HEnS2qJWq+nS5WYKCsp+eM7JLqZPn2m1GpMQVZGenk5Bus2RfDBZDCiKgqe25Nzl6+3L9nWHnRmiEKKOkYpfUZ7Y2Fg6derk+KxWq6/KC6sN+VlEXMpisTie0wMDA3FXLui5QaUC9fnWMkX5OYS2d24La1E11W6e0KFDB9566y2ys7PZtWsXqampqNVqQkJC6Nu372Urg0TtysnJoSDN7kg+ZBtSsCk2/LxKRo339mzE/s3H6RoZ7sQohRA1oWffHhw/HM/+jXFo3FW4qT2wWC0YinIZOCaCa7rX3b7No6KiePXVV/ntt9+48cYbOXDgAMuWLeO5555zdmh1ltz0C4C0tDSaNm1a7e9rtVpGjZpHVtZYjh37imJzGl27Xkfbtnfg6dkKgOHDhzNo0CB+/vln/vjjD6ZMmUJ4eO3dd/TqdQNJSbtJS1+Nn1/JLbDVaicn20xY2FQ6duxTa7EIUR3FBgugptCs51jGdq4J7n9+pkpFod71u1gUQgjh2i4e/wFKnheuxssjkoAQFyouLnZ0DafRaJg8NIp5X2zCu0mzUstZjAbyiizMvCHCCVGK6rri/pGaNGnC6NGjayIWcRW5ublRkGdEUbSczjqE3phJtxbXOebb7FaKC6TvPSHqA7VazR2zxtNr4Bm+X/YTxdlutAxtzIhbRtG+U2tnh3dFunbtyttvv82bb77J008/TYsWLVi0aJFch4SoBrvdTl5eHnq9Hh8fnxp5EzIwMJxBg14sd76HhweTJ08mNzeX77//nl9//ZU77riDZs2alfudmqLRaLjllkUcPz6MvXv/h82aikbdkbFj76ZDh15X/feFuBLBwcGYFSO5xgJO5xyiW7PBeLid7z4l36DnmsgI5wUohBCiXjhz5gzt2pV+s/xqdsEkCQhxjtlsLpX4uq5XD+5OLuC9n//G29sLtVqNwVCISe3Jyw9MpHWTut+1dEMiAzQ0EM2aNSO/KIeYhEM08Q4hstXwUhUNOTlZDIjo7cQIhRA1SaVSEd61PYPH9ERRFIYMGeLskKrt+PHjpT4PGzaMYcOGOSkaIeqH+Ph4zp6NQa2O48SJs9jtFvbs+YNrrx1WK4MB+vv788ADD5CUlMSXX35JYGAgkydPplGjRlf1dzUaDZ07D6Rz54EkJLzIHXc8fVV/T4ia4u3tjU2Xz5mcGCKaD0Oj1jrmFVtMGA0mBt7U3YkRCiHqCovFIgP/inJFR0dfMi7Y1UpAKIoiCQjhYDab0Wq1paY9NH4gNw2M4PO/oknKLqJDiyDuHBBKqwAZw6aukQREA3H69GlOpO4nUNeetoGdSs3LN+RRXGSnz8hO5XxbCFHXWK1WEhMTOXbsGC1btsRsNsu4B0IIoOSeICNjO37+W0Gxk5lZQM+enhgKl/HHH9HceONjtRZLy5YtefLJJ4mJieHVV18lIiKCMWPGyPlKiAsoisL333+PVqfh+qE3ELs9hUY+vqhUKgoK8zEVmrnzoZtpHCQP40KIyzMYDFc94S/qrtjYWEaNGlVqmrSAELXh4hYQ57QJ9GHxpH5OiEjUJElA1HOKovDzzz9z8uRJXv7Pv9n66wE2rz6Ar28jVCoV+fkFuNl0THt4HL6Bns4OVwhRAxITEzlw4ABueHAmNoWcMxZO7v2KIaN7E9m7m7PDE0I4kc1mIzHxmCP5AJCZaSUoSINK5cbpM1tIShpOy5a1+yZ1165d6dy5M1u3bmXJkiWMGDGCQYMGyUOpaPAsFgsffPAB7dq1Y+rUqQAk3pDG378dxJBXTLdWYQwY003u44UQlZafn+/oZ12IC9lsNsxmMzqdrtR0SUCI2iAvTdZvkoCoxwwGA++99x6dO3dm3rx5qFQqRk0dRN+hkez8/SgFOSaatwyix9C28tBSR+zYsYPXX3+dU6dO4enpyY033sj8+fMvuUEQDVdubi4HDx7E3exH9KZkcrMN+Pi2wWLw4ps31pN/u5XBYyOdHaYQwkmysrLw9ExwJB9MJjseHipHt4zNm/kRHf1trScgoOThdvDgwfTv359ff/2VJUuWMGnSpEu6ARCioTAYDLzxxhuMGDGCPn3OD5Leqn0zbpt9oxMjE0LUZfn5+dICQpQpPj6etm3bXjJdEhCiNkgCon6rVgLiqaeeumSah4cHISEhjB49mpYtW1YrmJycHKZMmcKLL77ouMmOjY3l5Zdf5vDhw3h6ejJ27Fjmz5+Pm5vkTipy4sQJvvzyS6ZPn07Hjh1LzfNv6sOou2W8h7omJyeHWbNmsXjxYsaPH09WVhYzZ87ko48+Ys6cOc4OT7iImJgY/BsFsmNdPIoCFrsJraakGWMTv6b8/MVfRPbrJElHIRoom82GouRf8Bl69z7fbYubm4YiY6YzQnPQarXccsstDB8+nB9++IE1a9Zwxx13VPv+Uoi6KC0tjXfffZfp06cTGhrq7HCEEPVIQUGBtIAQZYqJiSnzxY+rmYC4cGxS0bBJAqJ+q7Fa/MLCQjZs2MAHH3zAV199VeW31fbt28eCBQtISEhwTMvJyWH69OnMmDGDTz75hPT0dGbOnElwcDAzZ86sqdDrFUVR+OWXXzh+/DhPPfUUPj4+zg5J1JCAgAC2b9+Oj48PiqKQl5dHcXExAQEB5X7HYDCU+uzu7i4n9HquoKAAQ6KKInM+xbYizDYTalXJIHMatQa7ysq+DafoNaYtcOkxIhoWRVGcHYKoZY0aNSIhAc41nPP2VtOu3fnrQp6+iAD/Dk6KrrRGjRoxc+ZM0tLS+Oabb/D29mbKlCn4+/s7OzQhrqrjx4/z9ddf88gjjxAUFOTscIQQ9YDVaiUlJQWTyURSUlKZb7mLhklRFDIyMigsLOTAgQMMHz78kmXUajU2m63Gf1taQIgLSQKifqtWAuLll18ud94XX3zBm2++ySeffFLp9a1atYq3336b+fPnM3fuXMf0n376ibZt2zJr1iygZKDCzz77TDKk5TAYDLz//vuEh4czf/582U/10LmE0uDBg0lPTycqKooJEyaUu/zgwYNLfZ49ezYPP/zwVY1RXF3FxcVkZWU5/mVnZ5OVlUVOTg6KopCeno7d6IbdqMXDzYs2jS8d82HFt6t54Nkvaj94IYTTNWrUCA+PrhiNJ/D0LP3AZ7crnI1PZNKkl5wUXdmaNWvG448/zvHjx3nnnXfo1KkTN998c5mD1AlRV9jtdsxmM1qtFo1G45i+fft2/vrrLxYsWIC3t7cTIxRC1BcnT54k5uAxDGl2rMUQmxRDXnY+oaGhFb7MJuq/zMxMjhw5QiM3L1SpZvISs9j0yW90vyGKVp3bOZaTLphEbZAERP1W4/0YTZo0iQ8++KBK3xk4cCBjx47Fzc2tVALi8OHDhIWF8eyzz7JhwwY8PT259dZbHQmJ8jTEt75PnjzJF198wV133UV4eLizw3E5ZrMZs9ns+FzX3/pev349er2eefPmMWfOnHITfps3by7VCqa+l4O67uLkwrkEw7nkApT8DQMDAwkMDKRJkyZ0796dwMBA/P390Wg0bNu2jYTDeSTG5F+yfpvdhtruxuQ7xvKfUSWJKIPBcEmiSjQckqhumHr1up4NG07gpt1DcJAXarWKnFwjp08n0qfPTHx92zs7xDKFh4fzzDPPsGvXLl544QWGDBnC0KFDS1XeCuHqLBYLMTExJMWnkXGmgIKcIvwC/Lhx4iB27NtCSkoKTz75pHQ3K4SoEQkJCezaeJjcOA3YS54nCnMsZB9Rs+rrddx+33g8PaVr1oYoPz+fo0ePEqpriXFXGin5GbTxbEaorSn7P9qIMrY/ra+/Bri6CQi5jxPnSAKifqvxO1tvb2+sVmuVvlNe02K9Xs+ff/7J4sWLeeaZZzh16hQPPPAA7u7uFXbB1JDe+lYUhTVr1nDkyBEWLFggg0mVY+nSpbz77rvODqPG6HQ6dDod8+fPZ9KkSej1eho3bnzJcj4+PtINl4swmUylWixcnFxQFAUPDw9HciEwMJAePXqUSi5URteuXUmK/wMFOyrOv02iKAqZOWk09W1HxNC2+PjIg4YQDZVOp+PGG+dw6tQejh1bhdmcg79/aybc8hz+/h0vvwInUqlU9O3bl6ioKNatW8fixYuZMGECkZGRzg5NiMuyWq1s27YNS5476ftVKIov3viiTy3kyblP07NPJA/Pf1CSw0KIGnNwbzTZJ1WoL+h202Iz4eHmRfZJKwf3xNDvul5OjFA4y/Hjx2nXrDXG35NBgVN5iXTwa4VarSa0ZXsOfb+NkMh2uAXoZAwIUWvkeKi/ajwBcfr06Rprxufu7k63bt2YOHEiAJ06deLOO+9k7dq1FSYgGspb3waDgQ8++ICOHTvyxBNPSEGtwKxZs5gxY4bjc11863v//v0sXLiQX375xXFMn2u6L2+tONe55MLFCYbc3FxHywUPDw+aNGniSC5EREQQGBiIn59fjb710bhxYwYN7Y8+YwNnD+aidfPAYjFjMBgI8m7FzQ/0lwGohYOMAdFwaTQawsL6EhbW19mhVIubmxtjxoxh6NChrFixgrVr13LbbbfRrl27y39ZCCeJi4tD5+ZN3L5szp1+rTYzR1K30DIolIwDUJBtkuu0EKJGGI1GUk7mYbe6Y1eBRqWh2FqI1W7GTe2OVuPBgb+PSwKigSoqKkKdXwwKWGxWTuTE06vLTQC4u2mxutkw7E7F78Z20gWTEOKKVSsBkZKScsk0m81GcnIyr732GqNGjbriwAA6dOjArl27Sk2z2+2XrTCpL299WywWEhIS0Ov1eHh40KZNG8d2xcXF8fnnnzNt2jQ6derk5EhdX33ohis8PByTycRrr73G448/TmZmJq+88goTJ06s89t2jtlsprCwEK1W6zJl+OLkQmZmJtnZ2ZckF851iRQUFHTVkguVFRISwsw5t3M85jSHtp7CWqShXYfWdB/cWio1hBD1ipeXF9OmTSMzM5Nvv/0WgNtvv53AwEAnRybEpZKTk1HlNXYkH4xmAweTNhLetBcB3s05VXCCmC1J9J/g2i2RhBB1Q3x8PCfjjtPYMxhFUcjJzyCrKAkPNy/Hy4tFBebLrMV17dixg9dff51Tp07h6enJjTfeyPz589HpdKxbt47333+fxMRE/Pz8mDBhAg8++KBUdv/DbreTkZFBXOwR4s7EAdA5sAM6t/Pja6lUaizZRqCkC6aq9nRS2TjkbyJEw1CtBMSwYcMuedteURR0Oh2jR49m9uzZNRLcrbfeyldffcXHH3/MPffcQ1xcHF9//TX33ntvjazflaWmphIbG4ufTyD5yZCfk8P+jSdp1605eYZMYmJipMulBsbb25tPPvmEf//73wwYMIBGjRoxduxYHnroIWeHdsUsFgv79+8nNTGDnAQTBXlGtB5qRk4YRIdr2ly1370wuXDhv7y8PEdyQafTlWq5cO2119KkSROnJRcqS6PR0LlHRzr3kEoMUT5pOSfqi6CgIObMmcPp06dZunQpbdq0YcKECXh5eTk7NFFDKqpoeu6551ixYgVardax/IIFC5gyZYoTI76USqXCWGBxfI5O3kz3FoPx9ijpRlPjpiEvs9BZ4Yk6IjY2lldeeYUjR46g1WoZMGAACxYsKNULQUZGBuPHj2fevHlMmDDBidEKZzly5AjH9p1FY/MiMCAYBYW4zAOYrSasVgu5+Vm4u+to3qJuJuxzcnKYNWsWixcvZvz48WRlZTFz5kw++ugjhg0bxhNPPMGbb77J4MGDOXPmDPfddx9eXl7cc889zg7dabKysjh48CCHDh2ioKAAd3d3Ipt1op9XZ7Sa0lWDNrsNxWzHPbDkPupqtYBQFEUSEEI0ENVKQGzYsOGSaR4eHlXqp7wyOnTowNdff83//d//8dFHH6HT6bjtttuYNm1ajf2GKyooKOD48eMEuLck5o8UlH/O8xarF1989DWh4R144pkn5ETdAIWGhvLZZ585O4waZbfb2bJlC6ZsNYl7bGB3Q00jLAY7H724knG3D2fAmG5VXq/RaCzVYqG85MK5lgt1KbkghBCibO3bt2fhwoXs37+fl19+mX79+jFixIhSA/pmZ2dz+vRpsrOzOXjwIB06dJAXOlxcRRVNc+bMITo6mhdeeIFbbrnF2aFWSK1Wo/Mp/fh1LvkAYDFb8Q92jRagwjWZTCbuvfdeJk+ezNKlSyksLOTJJ59k4cKFfPjhh0DJvfW8efPIzc11crTCWYxGI/FxSeSdVOPnFUxGdhpJOSfwdPdBrVFTbDZhsGeTGJfA+FmPOzvcagkICGD79u34+PigKAp5eXkUFxcTEBBAcnIyU6dOZejQoUBJvdINN9zAnj17GlQCoqioiCNHjnDw4EGSkpJo0qQJERER3HvvvTRu3JjMzEyOHzyK9qgbXNTLSHxqIi11TfHu1Qy4uoNQS72WEA1DtRIQLVq0qOk4HI4fP17qc48ePfjmm2+u2u+5opMnT9I8qCV7f052JB9yC9M5mLCZri0HkBmXS0G2icZB8lafqPsSExNRLGpO79GD/fyNj1qlJiS4Fau+/JNufUJLdR1kNBrLHHOhrOTCuQTDtddeS2BgII0bN5bkghBC1GMqlYqePXsSERHBhg0bWLx4MTfddBO9e/dm3759FBSk4uFxCpUqC73+T7ZvP0Xbtl0JDw93duiiHBVVNJnNZk6cOEHXrl2dHeZltW3blrO2JNQqMFstaNTnW2wUGPLQqX3pMujqPWeJui8lJYVOnTrx0EMPodFocHd3Z8qUKTzxxBOOZd577z2aNWtG8+bNnRipcKazZ89iyXVDUSwE+YWw++hG8lXZdG3Xm5TsM1itFgyF+YS26MaWDTsI7dymVKK+rjjXZe/gwYNJT08nKirK0fpx5MiRjuVMJhObNm1i7NixFa7PYDCU+lzXunG22WycPHmSgwcPcuLECdzd3enatSujRo2iRYsWl7R8DgoKwhDamhPJ0fglq/HSelJkNpKWnk6AzZvOM/vhFqADSlrXN8QEhNlsxmw+303ZxceIEKLyqnWVuf/++/noo48cn9esWcOYMWMcn3v37s3u3buvPLoGymAwYE7XOZIPZzJjSMk7Tf/QsXhoPTHmF7N/wymGTq36W+FCuJozZ85gzNI4kg82uxWj1UCxpRCTtZBcJZX/vPR/eDUpSRqc6+7tXHIhMDCQNm3aOFouuPINjBBCiNqj0WgYMWIE1113HT/99BOrVq2ie3c/mjTZQbHZjsWqosi4CRVbOH58CP7+/gQHBzs7bFGO8iqaYmNjsVqtvP322+zbt49GjRpx6623cu+991Z4T+CMiqY2bdqQnp5Ok2vUnN6Xh5d7I+yKHX1BDjkZudw5e7yM1eREdaGiqX379nzyySelpq1bt44uXboAsHPnTtasWcOKFSsuW9l6Tl2vdBWXMplM2IpLKpuLLSaK1Fl0CO6BxaSgsmvRqLT46ZrRyNOPxEO5HD14gu5RnR3frwtl4ULr169Hr9czb9485syZU6qMGAwGHnnkEXQ6HdOnT69wPYMHDy71efbs2Tz88MNXI+Qak5qayoEDB4iOjqa4uJjQ0FAiIiKYOHFipZJK7dq1o3nz5pw+fJKcA0loizT0uWEAgQPbOpIP0HBbQCxdupR3333X2WFcojJd8Z3z7bff8sUXX5CRkUFwcDB33XUXd9xxhxOiFg1dtRIQe/fuLfV5yZIlpRIQFovl4q+IKirKL7ngp+adIbMgif6hYx0Za5tipyCn2JnhCVFj7HY7ZsP5lg9H07fhofVC5+aNzs0bP11TOof05PbHh7v0zYkQdY3RaMRisVBcXIyHh8flvyBqRUX93F9s8+bNvPrqqyQmJtK8eXOeeOIJR3cD4jydTseUKVNwczOxd+8KrFbo1fv8fAU7sIGYmPYMGzbeWWGKSrq4omnGjBn07t2badOm8frrr3Ps2DEeeugh1Gp1hePGOaOiSaVS0bt3bxKaJZCWG48uToNRlUWHzi25b9F4/JtK90vO5KoVTeVRFIU333yTv/76i6+//prs7GwWLlzI22+/jbe3d6XXUxcrXUXFfH19sWvSsdlt7E/4gyaNmhPkG1IyU2XHkmPG3a3kvsJL14idf0aXSkDUtbKg0+nQ6XTMnz+fSZMmodfrady4MadPn2bOnDk0adKEZcuWORLZ5dm8eXOpZVwxEVdQUMDhw4c5ePAgmZmZNGvWjIiICGbPnl2lcn8hnU5H597doHf5L7herQQEuPaYdLNmzWLGjBmOzwaD4ZJzZm2rTFd85/z555+8/vrrfPzxx/To0YODBw9y//33ExgYWKqVkBC1oUba2SkX9RfnyieQuqBJkyYkpekpMOVyIm0fA8PGO/ap3W6nqMBEcIi/k6MUomY0atSIXPc8x2er3Uy3wPMX9bP6M7Rt11qSD0LUEL1ez+9bfmdH0g6SEpN44pMnGBw6mNGDR5dZyS1qz+X6ub9QfHw8Dz/8MK+//jpDhgxh/fr1PProo6xfv56mTZs6aQtcl9lsxm4/xuAhCrk5sHOHirPxKqDkHlbrriI9fQsw3plhikq4uKLptddeY9myZY753bt35+677+a3336rMAHhrIomlUpFmzZtaNW2Bb369qRnz5618rvi8lyxoqk8BoOBp556iiNHjvD1118TFhbGvffey7Rp06rcHVldqHQVVdOqVSsONo5hf8IGmjZqh5vb+e5nfT2bYFAb8XQv+ZsrKJgM1lLfrwtlYf/+/SxcuJBffvnFccyazWa0Wi2enp5s3ryZxx57jMmTJ/P4449XqjWAj4/PZZMU1VFUVERCQgJFRUX4+PjQunXrSt9zWywWYmNjOXjwIKdPn8bLy4sePXowadKkWm21eTUTEK7MFVuEVaYrvnPS09O57777iIiIACAyMpI+ffqwZ88el0tANMTjq6GpkQSEJBxqVocOHTh57A/2nllPnw6j0ajP/5kS0+LxdQ+m88AQJ0YoRM0JCwsjOWELKrUKi6W4VH/IRaZC3PGi+5A2ToxQiPqjoKCAN354g82GzaABTzw5bDvM4ejDRCdF89S0p1zuJrshqaif+4utWrWKqKgohg8fDsDo0aNZuXIl33///SXJClHSHZPJlEkjX/APgBEjFT54v/T9a7E5y0nRicupqKJp27Zt5OfnM3XqVMfyZrP5spU7V6uiqbLS09Pp0aOH035fXMoVK5rKkpCQwH333UdISAjLly8nICCAlJQUdu/ezaFDh3jvvfeAkkrjJUuWsG7dOpYuXVru+pxdFkTNs9vtHDi8h46dOqDLCyE+6wT+vmC2FpOTk42/rrmjDqfAkEe3XlGlvl8XykJ4eDgmk4nXXnuNxx9/nMzMTF555RUmTpzI0aNHeeihh1i8eDETJ050apwnTpwgMzGdpmZfAq3umNSF7InfSYvQ1rRv3/6S5RVFITExkQMHDnDkyBHsdjvh4eH07duX22+/3WljGTbUBIQrulxXfBe6uKul7Oxs9uzZw1NPPVXhbzijaz6LxeLy552GrCa65qt7Iw01AO7u7sTEHqJbt+7oU/OweFowW8xkZWbhRQC3PDhQ+ocV9Ubjxo3p0r0TeWn7OX04HR8Pf+x2G3mGXAz6Qu6aM0GOdyFqyPrt69lUsAmV20UvDrjDhowNDNw/kOv7Xu+U2ESJ8vq5v1hcXBxhYWGlpoWGhhIbG1vh+htqX99ubm7odI2xWtNwc7u0RV1BgYWmwc2cEJnz1YW+viuqaNJqtbz88su0adOGvn37cvDgQZYtW3bZh2tny8jIICgoyNlhiDpGr9dz991307dvX1566SVHC+GQkBCio6NLLTts2DBmz55d5jVE1F9Go5H//ve/TJ48mTZt2rB/92HSfjrJ8bij+HsH01jXDK1bSdebxRYTxUUWBo2te8lQb29vPvnkE/79738zYMAAGjVqxNixY3nooYeYM2cOVquVl156iZdeesnxnZ49e15ScXs1JScnkxebRptUL1AsgAUvoJ2qEWcL4vHx8SE4OJjc3FwOHjzIoUOHyMvLo1WrVkRERDBy5EiXaZ0sCQjXdHFXfBXJzMxk1qxZdO3alZtuuqnCZZ3RNZ/ZbG4QzyR1VU10zScJCBf03XffERUVxY033siZ44kc3HwKU4Gd3v0j6Ta4lVTGinqnY8eONG3alM8/+RJNmjd2bRERnTsx+OZr8QuuXl+WQojzLBYLZ8+eZfW21dg97Gi8NXBRHazGW8PP+3+WBISLqGhARYDCwkI8PUvfD+h0OoqKiipcb0Pu63vAgHtYsfIe2rcPRqM5n4Qzm22kpKRx9111p7/rmlQX+vquqKLJ3d2dp556isWLF5Oenk5gYCAPP/wwN998s7PDrpDFYpHxd0SVrVy5kpSUFNauXcvvv/9eat6BAwecFJVwFYWFhY7kQ+fOJWM6DBk+kMHXD+CnrzawdfUBipRC1BoTxqJCsLlx9yMT6uzzVmhoKJ999tkl0y/uB99ZTsecpHWyJ1z03o/ZaiYvOpWlh7ZiUyv4+fnRo0cP7r77bvz9XbOrbUlAuJ6Lu+ILDw8vd9mDBw/yyCOPEBUVxcsvv3zZLsmc0TWfJCBcW010zVetBITRaOT6689XUBQUFJT6bDKZqrNaQcngk3q9nttvvx2AduGtaBfeyslRCXH1+fr6otVpeHD+dHkjUIgadObMGXbH7OaU8RS5llyCPYMpyCjA7GZGcSs9hlOOKcdJUYqLlTeg4jmenp6X3G+ZTKbLDkDYkPv6btGiG8OG/ouNG1/H08sXCCQ+PhOrNZ+bxjyNv39HZ4foFHWhr28ov6IJYOrUqaW6YBKivpoxY0ap8lqRjRs3XuVohCspKCjg1Vdf5Y477rikhaRKpeKWu4Yz8Pootv0WjT6niJatmtJrRLi83HiV2O12iuP1aFT/jLWhKGw+u4djWadRq9SEBrSmY5PWTJk/vU50aS4JCNdSVld85Vm+fDkvvvgic+bM4Z577qnU+p3RNV9xcXGDei6pa2qi1Xy1EhD//ve/r+hHRdkSEhL4448/XL7JuBBXS1ZWFoGBgc4OQ4h6Iz09nZ92/8R2y3Zsig2D3UAzn2Z4NPJAv0tPYcdCx7J2m51AHyl/znS5ARUvFBYWxpEjR0pNi4uLu+zgow29r++uXe+hQ4cbiI39gtW/7GFA/3F07HgXnp4N92WPhtINlyspKipymW41hBB1X35+Pv/973+ZPn06HTp0KHe5oBZ+jL9vUC1G1nCpVCpsBRb455brYFosuaZ87o2ciFZTUg0XU3CmTiQfQBIQrqS8rvjKsm7dOhYvXswHH3zAoEGuXfalBUT9V60EROvWrenZs2dNx9KgGQwGli5dyrx589BqtZf/ghD1zLkbmrpyEyZEXbDtwDb+Nv2NMc+INcuKrcCG/rgerUaL1lsL57t9pzi3mDtH3+m8YEWF/dxffEM+btw4Pv/8c3777TdGjBjB+vXr2b17N4sWLXJS9HWHp2crIiOfAcbRvbvsL1H7MjIyaNq0qbPDEELUA7m5ubz++uvce++9tGnTxtnhiH+oVCq0Xu6YrRZsio0tCXt4MOp2R/LBaDbh1ajudH0lCQjXcbmu+CIjI1myZAnjxo3j3XffxWazMWfOnFLLjR07lueff742w74sGYS6/qtWAuK+++5j//79NR1Lg2Wz2Xj77beZPn26y/b5J8TVlpaWRrNmDXMAUCGuBrvdzq7kXRgyDTRSGuHX2g9rgJW8jDyUeAW3Fm6ojWosFgumXBO3976dqPAoZ4fdoFXUzz1Q6oGiQ4cOvPfee7z66qssWrSIFi1a8M4779CuXTsnb4UQ4nIyMjIIDg52dhhCiDouOzubN954gwceeICWLVs6OxxxkS4jerJv6QaOGM8wuuNgR/LBZrdxPD6O/nNGOznCypMEhOu4XFd8F44HtHr16toIqUYUFxfL2Fj1XLUSEIqiXH4hUWnLli2jX79+dOzYMPseFgIgPj6etm3bOjsMIeqVtLw0dMU6/Fv6oygK+t16vNp7YQmxYNFYyIjNoH9Yfx6c8CA92vVwdriCivu5v3iA0UGDBrl8c2ohxKUyMjJo0aKFs8MQQtRhGRkZvPXWWzz00EOEhIQ4OxxRhqahLfDo2oSM3/fgHqwhMz8bQ1EROZlZ9JjQn4C2dScRrVarsdlszg5D1FNWq5WsrCwsFgt2u73CbqVE3VWtBIR0kVI9RqOR+Ph4DAYDOp2ONm3acODAAex2O0OHDnV2eEI4VXx8PL169XJ2GELUG2q1GrVRja+fLwB2kx1boQ1zqhm//n4oNoVMcyZtQttI8kEIIWqJyWQiKSmJHj3kvCuEqJ60tDTeeecd5syZI925uTCLxcKmuJ0sePkZsneepTAjn5A2ren78I1om9Stwb+lBYS4Gux2OzExMcQlprMt+gR5egO7075jfP9uDIzq5uzwRA2rVgLCaDRy/fXXV7jMhg0bqhVQfXXmzBlSU1MJDghBpXcjLU7P3+t+Ii75MP/36ivODk8Ip0tISODWW291dhhC1CtDOg1h9fHVeHh7YDPYcGvshvc1Jf3N5mXnoQ3Qkpib6OQohRCi/svIyODAnmjST+dzYP8RVPm+XDvwGnr27SFv+gkhKi05OZn333+fRx99lKCgIGeHIyqwatUqhg8fTpO2wTSpQ60dyqJWq6UnFFHj9u7dy/FsKz/HgVWvgOJFrj2QxSv3Mj4hh9kTBjs7RFGDqpWA0Gq1zJ49u6ZjqbeysrLIysoiyLMth35LQlEUjOZCDhzbwzXB/dj0816un9DH2WEK4VRms1n6/BOihkWGRbItbRsZqRl45Huga6/D5mYjLzUPUyMTFoOF1k1aOztMIYSo11JTU9m6bi/FSd6oCQCbBm9zC3b+dIqzJ9KYOH2Us0MUQtQBCQkJfPTRRzz++OMEBAQ4OxxRgZSUFOLi4pg0aZKzQ6kR0gJC1LS8vDyyC0z8fKIYu6KAzQrakvog3+AWfLnxEKMHRNC+aWMnRypqSrUSEG5ubtxyyy01HUu9dfr0aVo2a8uO5fEoioLdbmP78dX06jACP+8gNv98gKhB3Wgc5OXsUIWodTabDb1ej6dn3WqGKkRd0KFDB4adGcZX2q8wp5mxe9tRUFA3VaOyqzBkGpgWNc3ZYQohRL2lKAoH9kRTnOSDitItHfx9gzi17yzx/ZNoGyYDyAohSiiKgqIopVpHnTlzhs8++4x58+bh5+fnvODEZSmKwmeffca9995bb7ovlwSEqGkJCQmcKtRiV0wlE+w2UJ+vom7SpAmf/XmAF+8Y4pwARY2TQahrgdVqJeNUIYqiYLNb2XXyd0Kb9cDfp6QZns5bx+FNZxk06RonRypE7SkqKmLX3/s4cTCRjMx09MY8tm/eRa/+16LVap0dnhD1gre3N5GdIkksTGSLeQs0AzRgNVnJSc/hiQlP0LKRVHoJIcTVkpubiyHdhoqSt/rM1mK0GnfH/KCAZmz9bb8kIIQQFBYWsnfnQU4eSKK4yIa7p5reQ7vh6avl66+/Zv78+fj6+jo7THEZmzZtonPnzjRr1szZoVwxo9HI0aNHOX36NPHx8fz555906NCBtm3bVju5YrFYiI2NJTExkbS0NH777TfatWtHWFgYGo2mhrdAuCqbzUausWRgc0WfhpIRh/qa8139q93cSM4udFZ44iqoVgJi3LhxNR1HvaYoCkX5xSTnnOJI4g46tehF68Bwx3y7zYYh1+zECIWoXUVFRfz4xRoMZ7W4awMwFiTj596K3b8kcPpYClPvHYubW7VOT0KIi4SHh3OX312c2XEGnUpHdlE2TZs0ZebEmYQ3D7/8CoQQQlSb2WzGVlzy/3a7jSPJ2whu1MoxX+vmjj4320nRCSFcRUFBAau/+xNjsic6t2bo1KCYFH76fBOpxUf57xv/oVGjRs4OU1xGfn4+Gzdu5LnnnnN2KFessLCQLVu20Mw3iBBjY44Z1ATleBJvOU1WVha9evWq8jotFgsbN27EQ9ESmK3D3aSmSZYHqUoSaWlpXHfddZKEaCD8/f1xt2dgO70LTAWou41GpT3fJbchP58+17R1XoCixlWrhm/JkiU1HUe9pigKv2z6CnWxN0O7Ti711pPVZsVYaMU/2MeJEQpRu3b9ve+f5IMOgHxTNs182+Hp7kNabA4x+48R0bubk6MUov4ICgqieXBznpn1jLNDEUKIBsXHxwebykKRuYC9Z/6gfVBXWgaEOeYXmQwENvd3YoRCCFew8++9mFN98HA7X1eQVZBMSv4J2vpFkZaQRaMukoBwdV988QXTpk2rFy/T7d27l2a2xlj+SKW4uAhrfjHFMTl4q1VktS4go00bgoOrNrh2TEwM2gwbqhg9RgXsRRZMMdloVCpMndyJC4kjPFxekGooTm/5BXXjTqja9y013WYuJktfyD3DpE6oPlFffhFRXVarlZ9++ok//viDiJ7diWw3pFTywW63czr+BH7uTek8MMR5gQpRi2w2GycOJjqSDwAmiwGd1hsAX29/dm2McVZ4wsXk5ORwww03sGvXLse0devWcfPNN3PttdcybNgw3n33XemT9DKys7Np0qSJs8MQQogGx8fHB7N7LrtO/UZk6yGlkg8AqenJDB4b5aTohBCuwGg0khqXh5v6fF1Buv4sx9P20C90LM2btGLbuoPOC1BUyqFDh/D09CQsLOzyC7s4k8mEMceAZW822EGtUqPwT1fsdoVGpxVi9x+p0joVRSHxRDyaGANc3Ku7ouBxrJi4w8drZgOEy7Lb7fz666988803zH98Lv3CQ7AU6kvGvrHbKczN4sypOJ6+ewytAmSc3PrEpdKyOTk5TJkyhRdffJE+ffqUmpeRkcH48eOZN28eEyZMcFKElXf06FG+/fZbhgwZwuLFi8nPz+f35VtIPFqIl7c3xUYTmRlZeKuDGTurD76BMgCvaBisVisWox0PwGQp4nTWQTy1jRx9SKpUKooKpUsyAfv27WPBggUkJCQ4psXExPDEE0/w5ptvMnjwYM6cOcN9992Hl5cX99xzjxOjdW0pKSmEhEiiWwghapPdbmflypXk6DO5bsAQipLUKIqCSqWi2GwiJSORgWMiad4m0NmhCiGcyGQyoVjOvxtqsZk5mrKTQeETcFOXjI2Xqzc6KzxRCWazmR9//JGFCxc6O5QaYTQaUZKNYC/pEsdNpSHTlMv3p9c5lilOtrFl77ZKr9Nut5N2Khn3C451D/X5sR9VQFFczpUHL1xWdnY2H374IT169OCpp55CrVbzSKtW9Dl4jJ93xZJlsNC5Q3Pufegm2gXLeDf1jcskIMqqaDrHbrczb948cnNznRBZ1eTn57Ns2TLUajVPPPGEo5/Gxo0bM2XmWM7GpXBo8xlMBXZ69Y+ky6AWknwQDYpWq8WMkZPJWzFaDLQPiqCJd3PHfLvdhpefroI1iIZg1apVvP3228yfP5+5c+c6picnJzN16lSGDh0KQIcOHbjhhhvYs2ePJCAqkJqaKgkIIYSoRQaDgXfffZcePXrw+OOPY7FYiN5/jIN/n8BosNDI35u77hpNm1A5NwvR0Hl6eoKbzfHZbDXR2DPQkXywWM34+smbwK7shx9+4KabbsLLq378nXQ6HaacQqAkAeGu0XJP2HjHfIvNgl5XzOinb6v0OhVF4ftFH9Pc6lfufAptZc4Tdd/ff//N+vXruf/++2nZsqVjuoeHB4P7RDC4T4TzghO1wiUSEOVVNJ3z3nvv0axZM5o3b17Gt12D3W7nzz//ZOvWrdx5553l9lvXJjREHjREg5WWlsbKlStJKzhLE6+2NPdvd8kyOfpMxk3u74TohCsZOHAgY8eWDEZ+4XVh5MiRjBw50vHZZDKxadMmxo4dW+H6DAZDqc/u7u64u7uXs3T9k5KSQpcuXZwdhksxm82YzedbW118jAghRHWdOnWKzz77jOnTp9OxY0eg5LrTs28Pevbt4eTohBCuRqfTERLmT9KuYrQaD6x2C26a82+GZ2SnMnHKYCdGKCqSkJBAamoqd955p7NDqTGenp7ofDwpzjKXGpfknPS8TLoOjKzSOlUqFSEtQ9Afy8DX89IxUHML9bQN71DtmIVrMhgMfPzxxwQHB/Pss8/Wi/FRRPW4xF++vIomgJ07d7JmzRpWrFhx2Qqmc2q7ounMmTN8+eWXREVFsXjxYjQazVX7LVE9UtHkXMnJySxfvhyr1cqECRNo2bIl33/6K2mxOfh6+6NSqbDbbeToMwmNCqZzj47ODlk4WVBQ0GWXMRgMPPLII+h0OqZPn17hsoMHlzy0KYqC3W7n9ttvZ/z48QQEBNCyZUuXvRHKz8/HarXi4+NzRdextLQ0mjVrVoOR1X1Lly7l3XffdXYYQoh6Zv369ezdu5cnn3wSX1/pPkAIUTn9B/Xmp4R1FCVZsNrMuKndsdttZOalEd6nOR2uaePsEEUZ7HY7n3/+ObNnz3Z2KDWu38RhrHnua1o0DcHLvaTXDrtiJ1OfjXuxhnYjqj5AcNSE61g1/1MUFBp7nh9UPbdQT3Ghie43963g26KuOXToED/88APTpk2jU6dOzg5HOJlL1LiUV9GUnZ3NwoULefvtt/H29q70+s5VNJ0ze/ZsHn744SuKsSxFRUV8++235OfnM2fOHAICAmr8N0TNkIom5zh79iwrVqxArVZz66230qpVK8e8qfeOJWb/MXZtjKGo0IyXn45xk/vTuUdHx3gQQpTn9OnTzJkzhyZNmrBs2TJ8fC59i+ZCmzdvxt3dnUOHDqFtrCVVm8o+6z7ckt0IPBXIoJ6D8PPzq53gKyE1NZXd0bs5XnQcg82Axqyhb8u+DOs7DK1We/kVXMRqtVbre/XZrFmzmDFjhuOzwWC45P5BCCEqq7i4mI8//pjAwEAWLFiAWq2+/JeEEOIf3t7e3HrXaLZv3s3GdQcpsOgxeqRz411RdImo+4Ma11fr168nKiqKJk2aODuUGufXOpAR997M7s83kGxLQa1SobKraOXVlB4PDEbbpOpdiXs182X0QxPZ8+lGEvISUQCVAiFeQQx7aAweQZWv9xOuy2w289VXX1FcXMzTTz9d0s2caPBcIgFRFkVReOKJJ5g2bRpdu3at0nc3b95cqjKqpls/KIrCtm3bWLt2LZMmTSIiIqJG1y9qnlQ01a5Tp06xcuVKPD09mTp1apl9z7u5uRHRuxsRvav+5oRo2DZv3sxjjz3G5MmTefzxxyvVesHHx4fjx49jD7HzQ/IP2BW7Y57KriJ+Yzz/Gvcvl2gJkZaWxs97fmafah+KVgEtoIPTKac58tMRHr310SpVbNlsNknqlaGhdcMlhLgyFouFM2fOkJGRgVqtRqPR0LZtW5o2bUpqairvv/8+EyZMIDKyal1SCCEElJxjDh8+jJu7hlYtW+OTm4unlyeFhQbH4PXCteTk5LBz506eeeYZZ4dy1QQNaMfIa+6kcE8almwj2iaeePdqhltA9cds9O/bimFhU2p0naJ2paamcvbsWex2O4qi0LRpU9q2bYubmxunTp3iiy++YNy4cfTq1cvZoQoX4vyalnKkpqaye/duDh06xHvvvQeUVBovWbKEdevWsXTp0nK/6+Pjc9m3YasrJSWFzz//nNDQUBYvXixvlNYRUtFUO2JjY1m1ahX+/v5Mnz69Ut3oCFEVBw8e5KGHHmLx4sVMnDix0t8rLCwk35LPz8k/l0o+AChqhf2W/ew9vpe+XZzf7Hd39O6S5INaKTVd66Nld/pu9sbupXfn3pVeX3Z2NoGBgTUdphBCNBgmk4k9e/YQ5N8cb3MIxgIzak8Vp08ksGXLFmJiYpgzZ47c9wghqkVRFPbs2YPOGkDmgXzy0y1o8MHL3Jx9vyWSmVjAmKny8pyr+fzzz7n77rvrfRfcbgE6Go9s6/LrFLUjOjoaRVEIbtWBHfF5ZBQU456dQfPjp7EYcklISGDevHk0btzY2aEKF+OyCYiQkBCio6NLTRs2bBizZ89mwoQJtR6P2Wxm+fLlnD17lpkzZ0pf2kL8Q1EUjhw5wk8//UTz5s25//7762UTVOEaPvzwQ6xWKy+99BIvvfSSY3rPnj355JNPyv1eXl4eZ+1nHckHu8lOwaGCkpmqkuP486OfkxqRilqtRq1Wo1KpHP9fnc/V+U5RUREH0w5i1Vrhn0YOanc1Km3JW29egV78dOCnKiUgUlJSymyFJIQQonKio6NppG7GkfU5KEpJctiu2Dl4ZjOKVyGPzpstyQchRLVlZGSgVek4szcfRVGw2Mx4aku6ogkKaMb+v2Loc10EgSFSoecq9uzZQ2BgIO3atXN2KELUmoyMDGw2G1maQP77ayz2f96XsxflYYxeR8eOHfm/p+ZJiy1RJpdNQLiS/fv3s2LFCm666SZuu+02KUxCUFJhe/DgQVavXk2bNm2YPXu2S/WhL+qP48ePO/7/ww8/rNY61Go1mYZM+OcFJZW7Cs92nih2BRSwFlsx55np2LEjNpvNMVj1uf+e+3fxZ5vNVuH8qn42Go3EJ8RTpCkCpaSc2fQ2PDt7ouugQ61Rk23MrtK2SwJCCCGqr7i4GEOekZxoxZF8MJoN7Di+hrbBXWjVpD8njpymadOmTo5UCFFXpaWlYc3TYbPrMZkLKTDm4qvzd8wPCgpi+9oYxs0c4MQoxTlGo5Gff/65Xne9JERZzp49i3+z1rz22wns/zyrWpNisKSdwLPbSLYlJHEmI5/2TSVZKi7lcgmICyuaLrZx48ZajKSk24rPP/+cJk2ayMApQvzjXBPhNWvWEB4ezty5c2nUqJGzwxKiQoGBgZj2m+CfnohUahXuwee7ZdMn6ImIiKjymEM1zWw28/KKl0n0TXRMU2wKhfsL0Z/V4xHpQVvftlVaZ2pqKt27d6/hSIUQomEwGo3kp1hQFA8AsgpS2H/6L3qHjsDPu6TVw6lDyQwa5swohRCuzGKxkJOTQ25uLjk5OeTl5Tk+6/V68vLysBapsBgVPLReeLn7ENDofI8LarWaghyTE7dAXOh///sft956Kx4eHs4ORYhaZbFY2JWQ72j5UHzkT1SevnhG3YJKpcbTK4dvtsfxzC09nRuocEkul4BwBTabjdWrV3P48GHuvvtu2rRp4+yQhHA6u93O9u3bWbduHd27d+fJJ5/Ey8vL2WEJUSlarZbBHQfz0dGP8GvuV2qeyWDibOpZXrv1NecEdwF3d3f6te7H6aTTaH1KxhhSaVT49PLBkmkhe302kVOrNsBpenq6vJkrhBDV5O7uTm5WAT74kJQdx/GUfQzuPAEPbcmLSTabFWOh1clRCiFqm6IoGI1GcnNzHYmFC/9bWFjoWFar1eLn50dAQAD+/v4EBwcTHh5OQEAAvr6+JCUlcWxHEobksqtncrKz6dj52traNFGBU6dOUVBQQGRk1e7HhagPVCoV6XlGAKyZZ1C5uePRoY9jfnFxMan5FmeFJ1ycJCAucvToUb799luGDBnCM888I90tiQbPZrOxdetWNmzYQM+ePVm0aBE6nc7ZYQlRZYMiB3E0+yjLDy6nebPmqDVqMjMzySjMYOGEhbTybeXsEAEY2nsoMSkx7ErfhXegN2qNGnORmfTsdCbOmIghwcBbb73FzJkz8fHxuez6rFYrWq22FiIXQoj6x8vLC0VlIzZpL1kFKQzpcisa9flHqIzsNNqGt3RihEKImqQoCgUFBZckFM79v9lsdizr6emJv7+/41/btm2JjIwkICAAb2/vStcltGzZkmONTmK3e6FWlx7QuLDIQGG+mZ7DQ2t0O0XV2Ww2vvzySx577DFnhyKEU7Ro0QJ1yhkUmw3z6d149rzFMc9mtZBdaKJdMz/nBShcmiQg/pGfn8+yZctQq9U88cQT0qWMaPAsFgubNm1i8+bN9OvXj2eeeQZ3d/fLf1EIF6VSqXjghge4MepGvt7zNSmGFLr17MbUblNp2ch1Ko+0Wi2P3voo+07sY9W+VWQbs2nduDULb1tIp5BOAMTGxvKf//yHW265hZ49y2/iarPZUKvVtRW6EELUO4qiUOSWTkLqKYb0GF8q+ZCXn016chbTHr/RiREKISrDZrOV6vrowsRCXl4eNpsNKLlf9PHxwd/f39FioXPnzo7PV6PbHY1GQ7+BvfgtbRO5Z1T4NvLHbreTlZNBZmo2Ux4YjW+gdAftbL/++ivXXXedjHsoGqyWLVvS4fhpNv21GY+2PVG5ldQP2SzFnD4ZS7F3CFN7tXZylMJVNfgEhN1u588//2Tr1q3ccccddOrUydkhCeFUZrOZP//8k+3bt3Pdddfx3HPPydvTol5p69+Wp0c87ewwKqRWq+nVqRe9OvUqc36nTp145pln+Prrr9mxYwf33HNPmV2iZWZmEhgYeLXDFUKIeslisfD+++/TsWNHel8zjNXLtuDupUGrdaewsAg3qye3P3gTfsHezg5ViAaruLi4zJYKubm5FBQUOAaPV6vV+Pn5lUosdOjQAX9/f/z8/HBzc27VSOPGjZk8/SaOHY7j4N8nKdJbCOvahulPjKFxkHR7W5YdO3bw+uuvc+rUKTw9PbnxxhuZP38+Op2OQ4cO8eKLLxIXF4e/vz//+te/mDRpUrV/KzMzk8OHD/P00679DCHE1aRWq+ke1o5A1WoOZxXiWXgCs8VMbpEVs09z/nt7X1oFyPlKlK1eJyAKCgo4deoUxcXFqFQqVCoVbdu2JSioZMC4M2fO8OWXX9KzZ08WL16MRqO5zBqFqJsKCgqIjY2lqKgIKHnDOjQ0lODgYMcyxcXF/P777+zZs4frr7+eJUuWSJkQwoV5eHgwc+ZMYmJieOmll5g8eTI9evTAZrNx6tQpUlNTiY+Px2g0cuLECTp06CBlWjR4FouF48ePk5ycDMAff/xBu3btaN++vbQWaqAMBgOnTp3CZDI5nhdat26Nj48Pb7zxBjfccAN9+pT0bxwe2YbDm86Sm1lIk6a+dL2upbyVLOqN8sqCM8aRUhSFwsLCSxIL5/6de6aBkueacwmFgIAAQkJC6NKlCwEBATRq1KhOnds1Gg1dI8PpGhnu7FBcXk5ODrNmzWLx4sWMHz+erKwsZs6cyUcffcTdd9/N/fffz5w5c5gyZQp79uzhoYceIjw8nO7du1923YWFhcTFxTnKgqIorF27lnvvvVe66BYNSmFhIadOncJoNDrKwurVq3n52QUUqTz5ZnscyXozbYN9mdqrtSQfRIXqbQIiOzubU6dO0a5VKNlnizHqzWg84fTJBLKysti+fTt6vZ45c+YQEBDg7HCFuGqys7OJjo6mRdPW2LK8Kco3o/FScaQwlvx2+YSEhPDbb79x6NAhRo4cKYkHIeqYrl278vTTT/Pll1+ybds2OnXqRPPmzWke2pyNRzdi8bOw9vRa2sS3Yez1Y6V8iwbLbDazefNmvL1t+PjEAKDTHSApyURaWhr9+/evUxVV4srl5uZy4sQJ2rUKJSfBjFFvxs1LRcyhY/y2bjX3338/4eHnKwJ9Az0ZOFFaS4v6Jy8vj9jYWNq37liqLCScSSE/P5+OHTvWyO/Y7Xb0en25XSFZLOcHL/Xy8nIkFvz9/QkNDXUkGTw9PaUiuIELCAhg+/bt+Pj4oCgKeXl5FBcXExAQwPr16/Hz8+OOO+4AoF+/fowdO5ZvvvnmsgmIc2XhmjZhuKVasBVY2HlmP/4+fhiNxtrYNCFcgl6v59ixYzRt05G4VCOZBcXkntyHf1AzcnNzCQsLYuG4CGeHKeqQepmAUBSFEydOEOIbyu6fksCuOKafyTjOkdS/mXHv3Y63mYSoK2JjY3nllVc4cuQIWq2WAQMGsGDBgnKTaIqiEB0dTWNNc3avSkSxn59nsZvY8MfX4G7lpptuYsKECVLxIkQd5enpyQMPPMDq1atZvXo1Xa/vyqbiTRTFF+Ee7s5Zw1m26reSujGVf93wL2eHK4RTREdH4+Z2ivSMFZRcEL3JyloHqj/Ruo0mIaElbdu2dXaYohYdP36cZj7t2fNzsuN5Ibsgje2xv3HdwOto2dJ1xgcS4mqKjY2lqXe7UmUBQKXWkBGQQEhICN7e5Xc1ZrFYyMvLK7MrJL1ej91e8hCiUqnw9fUtlVho2bKlo2ukqzG+gqi/fHx8ABg8eDDp6elERUUxYcIE3nzzTcLCwkotGxoayvLlyytcn8Fg4NixY/QICMOyPhULUGQ2smHnXzw6cAbx0ck0b97c8bui/jObzaUGnjcYDE6MpnYdO3aM4sZt+PcfZ7ArCnazkfyd2wgYdDuNYhJp3ry5jJ0rqqReJiCys7Px8vAlZkuq4wZKX5jNzhPrCPINYVDoRLRIc2lRt5hMJu69914mT57M0qVLKSws5Mknn2ThwoV8+OGHZX4nJycHN5WOo1vTHMkHk6WIE2n7yCvKpFVAGDeO70+vvpG1uCVCiKvF19eXGQ/NYMkHS8AN7Ho7Kp+SNwTdfd35cvuXjO071qUG3RaiNtjtdpKTY7HZzyUfLqDYKDav4dix5pKAaEByc3Nx13hxZGua43khKfsUh878zfAeU7Dp7Rw9dIJe/eUeSdRveXl5uGu8OPp3eqnkA4DZXEz2ySJ+X/MHTUMCS7VauLAizs3NrdT4CoGBgXTs2NExvoK0vhRX0/r169Hr9cybN485c+bQtGlTPD1L1/fodLpSXXeVZeDAgfSP6MOrYxY4XsxbcWQ9N3cejlatoWmGJ6cPn6S7XBcajKVLl/Luu+86O4xap9frsag9+HpPMvZ/xtEpPPIX3p0HY1ep2Z6poUP0ca7vH+XkSEVdUi8TEEajkfxUK/zzfFlUXMCeuA30C78RX68ALBYzsXuSuLbP5fv/E8JVpKSk0KlTJx566CE0Gg3u7u5MmTKFJ554otzvFBUVkZdUXCr5sC/+Tzo2jaBby4HYbFaO7UqQh2sh6pGDeQfR9dNhTbZiKbSgUpckIFQqFRo3DStOrOCRno84OUohapfFYqGgYB9eXvYy56tVdrKytgFTajcw4TRGo5GCVCvYSypGTeYiTqYcYkTkbWg17thsVk7sS5Z7JFHvFRUVkZ9iAXtJ1UCxxcimmFUoih03jRZPdx9UOTauv2kArVq1okePHvj7+9OoUSPpBkm4BJ1Oh06nY/78+UyaNIlp06ZRUFBQahmTyVRhKx6AFStWoE0wo84pST4Umo3o3NwJC2wLgLeHJ4nRiSDXhQZj1qxZzJgxw/HZYDAwePBgJ0ZUO4xGI0czzdiVkrJgN5tQubmjDWwFgNrdk/WHEyQBIaqkXiYgdDodOekZuOEHgJdHI4b3mOyYbzIbKTaW/QAqhKtq3749n3zySalp69ato0uXLuV+x2azkZWe5ygLOq0XAzqOc8wvtpjQGOXBoSFpyM1IGwJFUcgyZgHg1sINtxalL/Nmq5nkwmRnhCYqqSpd7d17773s2rULN7fzf+e33nqL6667rjZDrhO0Wi0mUwZeF4yNN2NGoeP/7XYFizXbCZEJZ9HpdGSnJ+FBk5LP7l4M7TbBMd9kNlJsUcr7uhD1hk6nIzsjER2BAHhoPRkZebtjfpHRQL45m2HDhjkrRCEusX//fhYuXMgvv/yCu7s7UPKco9VqCQ0NZdu2baWWj4uLu+xYJgEBAaQfjANKbha83T2Z1G2UY76x2IRbkVwXGhJ3d3fH8dWQ6HQ6EjNzQVVyj6R21+HTbbhjvrXYSKaUBVFF9bLD98DAQPIMOY6+Ji+WmJxA23Ztrvh3zGYz77zzTqnKPFHzZD9fSlEU3njjDf766y8WLVpU7nITJkxg7bpfyy0LaRmpdGjf7mqFedXV52Pjam3b0qVL6dmzp+NfQ3iDwxVdrb9vUFAQ7qayb5JN+SaKPIpo6VNz3S/VhzLoSttwrqu9yMhI/v77b3799Vfy8vJYuHBhmcvHxMTw6aefcuDAAcc/ZyYfXGlfXkytVhMQEIzRaC1zfm5eMQUF+S4Z++W48n53Zf7+/hQU6bHZbWXOT0pJpE3b1rUcVfnqy9+5vmxHfeLv74+hKL/cspCYkkBbFyoLVSXH3JUxm80sXbrU2WFcIjw8HJPJxGuvvYbZbCY5OZlXXnmFiRMnMnLkSLKysvjiiy+wWCzs3LmT1atXc+utt1a4Tj8/P/IqKAtnks/Suu2V1yPVRVKOGhY/Pz9sRgP2cspCekpSnb4uXKg+H9uutm31MgGhUqkYMDyS2FNHsFgtjuk2u42zyacx5Sr0HB56xb9jNpt59913XeaPWV/Jfi7NYDAwZ84cVq9ezddff014eHi5y27ZsoXHnn6AuPhjWKzn95/dbiM5/SyK0b1GyoKz1Odj42pt26xZs9i3b5/j3+bNm2t0/aJyrtbfNywsjBBbCBaDpdT04oJiTiecRhusZULHCeV8u+rqQxl0pW24sKs9d3d3/P39mTJlCnv27Llk2cTERPR6PZ07d3ZCpGVzpX1ZliFD/kVqagaFhaWTEHn6YgoLM/nu21iXjb0irr7fXZVKpWLQyJ7EnojBYrnwHslOQmo8hiwLvW4Iq2ANtau+/J3ry3bUJyqViutujOJYOWWhIMtCrxHlP2+4OjnmrozZbOajjz5ydhiX8Pb25pNPPuHkyZMMGDCAadOm0b9/fxYuXIi/vz+fffYZv//+O3369OHpp5/m6aefpm/fvhWuU6VS0XV4Tw7ERmMyFzum2+12TiXHo2QX03xIxa0o6ispRw3PbTf04cyxaKwXlAXFbic7JYH4rEJmDCm/J466pD4f2662bfWyCyaA0M5tGTSqiN//twOtlxqNWk1RYTFe+DPpweH4Bsog1KLuSUhI4L777iMkJITly5eX2SXHhXx8fOgSGc7iJ/+L1aRG7W5HrdZgMVnx1QYxdfYgKQsNTENtRtpQaLVaxl4/ltQ/U/l679e4ublhtpgxaA1oW2t5fvDzMgC1C6tKV3vR0dF4e3szd+5coqOjCQwMZPr06UycOLHC37i427WGdE7w9+/IhAnP8sefz5KWrkWj0WCzWWjSxMqYMUt4/73nnR2iUzTkrvnad2rNkLG9+e1/29B6ln5emPzgDXKPJBqMduGtGDq2N799s83x7GwsKkZn92OKlAXhokJDQ/nss8/KnNetWze+++67Kq+zWceWdB/dm+gftmPXqVBrNFgKiwnWNKbPzBtwC9BdadhC1AndQ1sxY8wA/vvDZhrr1Gg0GvSFJgzqRvzfzDG0CvC6/EqEuEC9TUAA9B3Zmc4923FkazL6LCN+QV50HhgiN1CiTtLr9dx999307duXl156CbW68g2YTmcf4LNv3yN+f66UBSHqOa1Wy0OjHuLmgTezPHY5KcYUWvq0ZELHCZJ8qEMUReHNN9/kr7/+4uuvv75kvtlsJiIigrlz59KxY0d27drFww8/jLe3N6NGjSpjjSUu7nZt9uzZPPzwwzUev6tq1+42pt05kOTk7ygsSsTHuzUhIVOw2fyBhpmAWLp0Ke+++66zw3Ca3iM60enaNvK8IBo8KQtClAgZ3JHgbq0w7E7FmF7Asp/+x6C35+PdqomzQxOiVt09uDPDurXly7/j+PS7Vdx72wTuGtBBkg+iWupVAkJRSgZBufDNLbUOut3Q7IKlbDX2Zte59TSkN8Wc4Wrs53PrOnfM1AUrV64kJSWFtWvX8vvvv5ead+DAgVKfyyoLKg/LVSsLzlKfy2BtbVtdLAtVUVZZcAW18ff1U/lx7zX3lvm7NaU+lMFzsRcWlgxI7AplwWAw8NRTT3HkyJFyu9obP34848ePd3weOHAg48ePZ+3atWUmIM5t12+//Ya3t7djuru7ewO8L/KnWbN/OT7ZbHUp9ktdaex33HEHkyZNcnwuLCxk9OjRLlEWrobafl6oKXX5GL1QXdqOhniPVBfKQlXVpWPOFV243xpSWcAd3AYGoTJ48tm/V3G39lE0DfgYknJUoiFeF/zd4d7ewXw1/3/MfH0WPu72enUc1Odj+2puW3XKgkqpRyUnLS1NBlQVVbJ582aaNWt2+QXrGCkLoqqkLAhRwtll4cKu9l577bVyu9pbvnz5Ja0dFi1ahNls5r///e8ly0tZEFXl7LJwtUhZEFUlZUGIElIWhCghZUGIElUpC/UqAWG328nIyMDb2xuVSuXscIQLUxSFwsJCgoODq9SVUV0hZUFUlpQFIUq4QlnQ6/WMHz++Ul3tffHFF3z00Ud88skndOrUiS1btvDII4/w6aefEhUVdcnyUhZEZblCWbiapCyIypKyIEQJKQtClJCyIESJ6pSFepWAEEIIIYSoqz7//HP+85//4OnpeclN/4EDB4iMjGTJkiWMGzcORVH44IMPWL58OdnZ2bRq1YrZs2dz4403Oil6IYQQQgghhBDiUpKAEEIIIYQQQgghhBBCCCFEjat/bYaEEEIIIYQQQgghhBBCCOF0koAQQgghhBBCCCGEEEIIIUSNkwREJcXGxjJjxgx69+7NgAEDeOKJJ8jJyQHgueeeo2vXrkRGRjr+ff/9906OuG7asWMHkyZN4tprr2XAgAG88MILmEwmAA4dOsSkSZOIjIxk2LBh/Pjjj06O1vlycnK44YYb2LVrl2NaVffTxx9/zHXXXUdERATTpk3j9OnTVzvsSilr29atW8fNN9/Mtddey7Bhw3j33Xex2+1lft9utxMZGUlERESpsllUVFRbm1CusratqucRV/27NWQVXSfqUrmsaDvqShmsyWt2Qy9rFe3Li917771069at1L7dsmWLY35t78vKxn7vvfeWijkyMpLw8HCeffZZwDnHckX3QxfbvHkzY8eOJSIiglGjRvHXX3+Vmt/Qj2FXZ7PZmDZtGgsWLADg2WefveR4vOaaa5g5c2aZ33eF+53ffvuNzp07l/r9+fPnA3Xr+ifqtorOm1W5f2nIKnPtycjIoH///qxcudJJUV5dF5+ToeHVQ9TkOV3UPWXVVVxs9+7djuNg8ODBLF26tBYjrL7KbNuXX37JsGHDuPbaaxk7dizr1q2rxQirrirPapd7ZrjqFHFZRqNRGTBggPLWW28pxcXFSk5OjnLfffcps2bNUhRFUW655RZl5cqVTo6y7svOzla6deumrFixQrHZbEp6erpy0003KW+99ZaSl5en9O7dW/n6668Vi8WibN++XYmMjFQOHTrk7LCdZu/evcrw4cOVsLAwZefOnYqiKFXeTytXrlQGDRqknDhxQjGZTMrLL7+sjBkzRrHb7bW5KZcoa9uio6OV7t27Kxs3blRsNpsSFxenDB06VPn000/LXMfx48eVLl26KMXFxbUZ+mWVtW2KUrXziKv+3Rqyiq4TdalcVrQddaUM1uQ1u6GXtcvty4v16dNH2bVrV5nzantfVjX2C/3444/K4MGDlfT0dEVRav9Yruh+6GJnzpxRunXrpvzxxx+KxWJR1qxZo3Tv3l1JS0tTFEWO4brgzTffVDp16qQ8+eSTZc7funWr0rt3b+XEiRNlzneF+53//Oc/yoIFCy6ZXpeuf6Juq+i8WdX7l4aqMtcem82mTJs2TenUqZOyYsUKJ0Z79Vx8Tm6I9RA1dU4XdU95dRUXiouLU3r06KGsXLlSsdvtyrFjx5TevXsra9eureVoq6Yy27Zp0yalX79+yqlTpxRFUZTff/9d6dSpk5KYmFiboVZaVZ53LvfMUBukBUQlpKSk0KlTJx566CHc3d3x9/dnypQp7NmzB7PZzIkTJ+jatauzw6zzAgIC2L59OxMmTEClUpGXl0dxcTEBAQGsX78ePz8/7rjjDtzc3OjXrx9jx47lm2++cXbYTrFq1SrmzZvH3LlzS02v6n764YcfuP322+nYsSMeHh48/vjjpKSkVJgRvtrK27bk5GSmTp3K0KFDUavVdOjQgRtuuIE9e/aUuZ7o6GjCw8Nxd3evjbArpbxtq+p5xBX/bg1dRdeJulQuK9qOulIGa/Ka3dDLWkX78mKJiYno9Xo6d+5c5rpqe19WJfYLnT59mhdeeIFXX32V4OBgoPaP5Yruhy62atUqoqKiGD58OG5ubowePZpevXo5WvU09GPY1e3YsYP169czYsSIMufn5OQwb948Fi1aRMeOHctcxhXud6Kjo8s8r9al65+o2yo6b1b1/qWhqsy157333qNZs2Y0b97ciZFePWWdkxtiPURNndNF3VJeXcXF/ve//3H99ddzyy23oFKp6NSpE9999x09e/aspUirrrLbdvr0aRRFcfzTaDRotVrc3NxqKdKqqcrzzuWeGWqDJCAqoX379nzyySdoNBrHtHXr1tGlSxdiY2OxWq28/fbb9O/fn5EjR/LRRx9Jk85q8vHxAWDw4MGMHTuWoKAgJkyYwMmTJwkLCyu1bGhoKLGxsc4I0+kGDhzIH3/8wejRo0tNr+p+iouLK7W8Vqulbdu2Tt2v5W3byJEjeeqppxyfTSYTmzZtokuXLmWuJzo6muLiYm699Vb69u3LHXfcwf79+69q7JdT3rZV9Tziin+3hq6i60RdKpcVbUddKYM1ec1u6GWton15sejoaLy9vZk7dy59+/blpptuYvny5Y75tb0vqxL7hZYsWcL48eOJiopyTHPGsVze/dDFLt6vUPr80tCPYVeWnZ3NokWLeO211/D09CxzmVdffZWuXbsybty4ctfj7Psdu93OkSNH2LRpE0OHDuW6667jmWeeQa/X16nrn6j7yjtvVvX+pSGr6Nqzc+dO1qxZw3PPPefMEK+a8s7JDa0eoibP6aJuKa+u4mKHDx+mZcuWPPbYY/Tp04dRo0axe/dugoKCainSqqvsto0ZM4bAwEBGjx5Nly5deOSRR/jPf/5Ds2bNainSqqnK887lnhlqgyQgqkhRFN544w3++usvFi1aREFBAb1792batGls3ryZ//73v3z11Vd89tlnzg61Tlu/fj1btmxBrVYzZ84cCgsLL3k40+l0LtGfvzMEBQWVmYWt6n5yxf1a3rZdyGAw8NBDD6HT6Zg+fXqZy+h0Orp3787777/Ppk2bGDZsGDNnziQxMfEqRF055W1bVc8jrvh3E+ddfJ2oq+Xy4u24UF0pg1d6zXaVv4UrqOh4gJKWXBEREcydO5etW7eyYMECXnrpJdauXQs4d19eLvZz9u7dy6FDh5g9e3ap6c48li++H7rY5farHMOuyW63M3/+fGbMmEGnTp3KXCYxMZFffvmFxx9/vMJ1Oftcm5OTQ+fOnRk5ciS//fYb3333HfHx8cyfP7/OXv9E3VbRebMy9y/i0n2YnZ3NwoULefXVV/H29nZ2eDWuonNyQzsv1eQ5XdQtlamHAdDr9Sxbtoxx48axbds2nn/+eV555RV+//33Woiyeiq7bRaLhU6dOvHjjz9y8OBBnn/+eRYtWsTx48drIcorc7nnHVcov5KAqAKDwcCcOXNYvXo1X3/9NeHh4QwYMIBly5bRu3dvtFot3bt35+677+a3335zdrh1mk6no2nTpsyfP5+tW7fi6el5yQBYJpOpXt4AXYmq7qe6uF9Pnz7N1KlTsVqtLFu2zPGmzsUWLFjAv//9b5o2bYpOp2PmzJmEhISwefPmWo748qp6HqmLf7eGoqzrRF0sl2Vtxzl1pQzWxDXbFf4WrqCi4+Gc8ePH88knn9C5c2e0Wi0DBw5k/PjxjgSEs/ZlZWI/5/vvv2fUqFGXvMHlzGP54vshvV5fav7l9qscw65p6dKluLu7M23atHKXWbFihWMA6oo4+1wbGBjIN998w8SJE/H09CQkJIT58+ezZcsWFEWpc9c/UfeVd96s7P2LuHQfPvHEE0ybNq3edjtd0Tm5oZ2XavKcLuond3d3rr/+eoYMGYKbmxu9evXi5ptvdtzz12UvvPACHTt2pHv37ri7u3PrrbcSERHBqlWrnB1ahSrzvOMK5zJJQFRSQkICt956KwaDgeXLlzv+oH/++SffffddqWXNZjM6nc4ZYdZp+/fv58Ybb8RsNjummc1mtFotoaGhnDx5stTycXFx5faH21CFhYVVaT917Nix1PIWi4X4+PhLmma5is2bNzNp0iQGDRrEp59+SuPGjctd9o033uDo0aOlppnNZjw8PK52mFVW1fNIXfu7NRTlXSfqWrksbzug7pTBmrpmO/tv4QoqOh4utHz58ksePC78eztjX1Y2dgCr1cqGDRvK7Oqmto/liu6HLn5z6XLnFzmGXdPPP//M7t27iYqKIioqil9//ZVff/21VNdf69ev5+abb77supx9vxMbG8urr76Koiilfl+tVtO9e/c6df0TddflzptVuX9pqMrbhwDbtm3jvffec5yzUlJSWLJkCbNmzXJWuDWqonNyVe/j67qaPKeL+qlDhw6lzhMANput1DFTV6WkpFyybW5ubmi1WidFdHmVfd5xiXNZrQ13XYfl5eUpQ4YMURYsWKDYbLZS89avX690795d2b59u2K325X9+/crffr0UX766ScnRVt3GQwGZfDgwcq///1vpbi4WElKSlImTpyoPPfcc0pOTo4SFRWlfP7554rZbFZ27NihREZGKjt27HB22E4XFham7Ny5U1EUpcr76YcfflAGDRqkHDt2TDGZTMrLL7+s3HDDDYrZbK7NTSjXhdt24MABpUuXLsqPP/5Yqe8+8MADyu23365kZGQoxcXFyjvvvKP07dtXyc3NvYoRV96F21bV84ir/90aooquE3WpXFa0HXWlDNbkNbuhl7WK9uXFPv/8c6Vfv37KkSNHFJvNpvz1119K9+7dlT179iiKUvv7siqxK4qixMTEKJ07d1ZMJtMl82r7WK7ofuhicXFxSrdu3ZQ1a9YoFotFWbNmjdKtWzfl9OnTiqLIMVxXPPnkk8qTTz7p+JyTk6OEhYUp8fHxl/2us+93UlNTlYiICOWjjz5SLBaLkpycrEyePFlZuHBhnbr+ibqtovNmVe9fGqqqXHuGDh2qrFixovaDrCUXnpMbWj1ETZ7TRd11YV3FxbZv36507txZ+emnnxS73a7s3r1biYiIUP78889ajrJ6Ktq2N954Q+nTp48SExOj2Gw2Ze3atUq3bt2Uo0eP1nKUlVOV553LPTPUBklAVMJnn32mhIWFKT169FAiIiJK/VMURfn222+VESNGKD169FCuv/565euvv3ZyxHXXyZMnlRkzZihRUVHK0KFDlddff10pLi5WFEVRDh8+rEyZMkWJjIxUrr/++np901MVF59AK9pPe/bsUSIiIpTk5GRFURTFbrcrn376qTJs2DAlIiJCmTZtWq2egC7nwm2bNWuWEh4efkkZnDlzpqIol25bbm6usmDBAqVfv36ObTt27JjTtuViF//dKjqP1LW/W0N0uetEXSmXFW1HXSmDV3LNdqW/hSu43L6MiIhQfv75Z0VRSvbVe++9pwwdOlTp3r27MmbMGGXt2rWOddX2vqxK7IqiKGvXrlX69etX5rqccSxXdD90cexbtmxRxo0bp0RERChjxoxRNm3a5JjX0I/huuLiBMThw4eVsLAwxWg0XrKsq5xrL7Rr1y7HNa5v377KCy+84Ejm1ZXrn6j7yjtvXu7+RZxX0bXnQg0pAaEoDa8eorrndFF/XFxXcfG956ZNm5QJEyY4joNvv/3WGWFWS0XbZrFYlLffflsZOnSocu211yq33HKLsmXLFmeFellVfd6p6JmhNqgUpR60kxFCCCGEEEIIIYQQQgghhEuRMSCEEEIIIYQQQgghhBBCCFHjJAEhhBBCCCGEEEIIIYQQQogaJwkIIYQQQgghhBBCCCGEEELUOElACCGEEEIIIYQQQgghhBCixkkCQgghhBBCCCGEEEIIIYQQNU4SEEIIIYQQQgghhBBCCCGEqHGSgBBCCCGEEEIIIYQQQgghRI2TBIQQQgghhBBCCCGEEEIIIWqcJCCEEEIIIYQQQgghhBBCCFHjJAEhhBBCCCGEEEIIIYQQQogaJwkIIYQQQgghhBBCCCGEEELUOElACCGEEEIIIYQQQgghhBCixkkCQgghhBBCCCGEEEIIIYQQNU4SEEIIIYQQQgghhBBCCCGEqHGSgBBCCCGEEEIIIYQQQgghRI2TBIQQQgghhBBCCCGEEEIIIWqcJCCEEEIIIYQQQgghhBBCCFHj3JwdQH307LPPsnr1agCsVisWiwVPT0/H/I8//pioqChnhVehd955h3fffZcxY8bw+uuvl5pnNpu57rrryM3N5fjx49Va/7Rp0+jduzcPP/xwTYQr6jBXLCfh4eEsW7aMPn361Orvirrhah6zzz77LADPP//8lQdaBUlJSVx//fV4enqiUqkAUBSFpk2b8q9//Yvx48dfdh27du3irrvuqvZ1QdQvUk5qzrBhw5g9ezYTJky4KusXtUPKxHm//PILS5cuZc2aNZf9jXfeeYfdu3fz1Vdf1WTooh6qqIwZjUZUKhUbNmwgJCTkin7nww8/ZO/evXzyySdVOpaFqC1Xcr1ZuXIl7777Lhs3bqyVWIWoCffccw9eXl68++67l8z74YcfePPNN9m0aRPu7u6XzD93L7NhwwZatmx51WJ01r2aS1LEVbVixQpl6NChzg6j0t5++22lT58+Srdu3ZT8/PxS89auXatce+21SlhYWLXXf+eddypvv/32lYYp6hlXKSdhYWHKzp07nR2GqANc5Zi9UomJiUpYWJiSmJjomGa325Vff/1V6dSpk7J9+/bLrmPnzp1XdF0Q9ZeUkyszdOhQZcWKFVdl3cI5pExU3ttvv63ceeedV7we0bDUlzImxJWqalmQsiPqoo0bNyqdO3dWMjIyLpk3fvx45a233ir3u2Xdy4irS7pgcoKNGzcydepU+vXrR48ePbjzzjuJj48HSjLPt912Gy+++CJ9+/alX79+LFq0CIvFAoDNZuPNN99kwIAB9O/fn+eee46pU6eycuVKAAwGA88//zyDBw+mX79+zJ07l6ysLKAkwxceHs5//vMfevXqxZIlS8qMr2PHjrRr147ffvut1PQVK1YwZsyYUtMSEhJ44IEH6NOnD0OHDuWNN97AbDY75v/4449cf/31REZG8uSTT2I0GmtkH4r67WqWkXXr1jFmzBh69uzJqFGjeP/990v99rZt27j55puJjIxk4sSJnDhxwjFv+fLlTJgwgT59+hAZGcmsWbPIyckBSt7UmzNnDvPmzSMqKorrrruO1157rRb2lnAVV3LcLliwgAULFgAlx9K0adNKrXvYsGGOY3jatGm89tpr3HHHHURGRjJq1KhS5+ukpCRmzpzJtddey4033sgXX3xBeHh4pbdDpVIxZswYfH19OXbsGABZWVnMmzePAQMGMHDgQJ599lkMBkOZ36/ourBy5UomT57Ms88+y7XXXsvAgQN5//33URQFgPT0dB599FGGDRtGjx49uP7661m+fLlj3f/73/8YPnw4UVFRjB07lh9//LHS2yVcQ0MtJ7t27WLw4ME8/vjjREVF8dFHH2EwGHj66acZMWIEERERDBo0iA8//LDM39u6dSs9e/Zk7dq1lY5R1A31uUyEh4fz4osv0qdPHx544AFWrlzJsGHDHN/Zu3cvd9xxB1FRUQwbNow333yz1HPEOXq9ngkTJvDII484tl2Iyjj3/JuUlATA/v37ueuuuxg4cCDdunVjwoQJHDx4ECg5Tw8bNowPPviAQYMGOVrtnzuPX1jGLjyWL/c9IVzF8ePHue++++jduzfXXXcdixcvpqCg4JLlzGYz9913H3fccQcGg4FevXo5Wlacm9+nTx927NgBlNT5jBkzhmuvvZaxY8fyyy+/1No2iYZt8ODBhISEsGrVqlLTDx48yMmTJxk0aBCzZs1iyJAhdO/endGjR/PXX3+Vua7L3cdf7jz/5ZdfcsMNNxAZGcmECRMc5ePCezWz2cwrr7zCqFGjiIyMpF+/frzwwguOZ+H6ThIQtSwtLY1HHnmE+++/nx07drBp0yYUReG9995zLLN//36aNGnC1q1bWbp0Kb/99hvr168H4NNPP+WXX37hyy+/ZNOmTfj6+nLgwAHHdxcuXMjZs2dZuXIlf/75Jz4+PsyePbvUAV1YWMi2bduYO3duuXHecsstpQpxeno60dHRDB8+3DGtqKiI6dOn07FjR7Zs2cL//vc/tm/fzjvvvAPAjh07eP7553nxxRfZs2cPPXr0IDo6+sp3oqjXrmYZMZlMzJ8/n2effZZ9+/bx2muv8fHHH3P48GHHunfv3s2nn37Kjh078Pf355VXXgHg8OHDvPjiiyxevJhdu3axdu1a4uPjWbZsmeO769evZ+DAgezatYsXXniBjz/+2PFQI+q3Kz1uq+qHH35g0aJF7Nq1ixEjRvDss89SXFyMzWZj1qxZBAcH8/fff/Ppp5/y008/VWndRqOR//3vfxgMBvr27YvdbufBBx9ErVazbt06Vq9eTUZGhqM56YUud10AOHToEJ6enuzYsYMPPviAL7/80pFkePrpp9FqtaxZs4b9+/dz55138sILL1BYWEhiYiIvv/wyH330EXv37uWJJ57ghRdeICMjo1r7UNS+hl5O0tLSaN++PTt27OD222/n1VdfJSkpieXLl3PgwAGefvpp3njjDc6ePVvqtzZv3sxjjz3G66+/zqhRo6q1L4Rrqs9l4pyEhAQ2bdrE//3f/5Va/vTp08yYMYMRI0awfft2Pv/8czZu3HjJcrm5uUyfPp3w8HBef/11tFpttbZdCJPJxL/+9S9GjhzJli1b2LVrF61bty51zCUnJ5Oens4ff/zBjz/+yIEDB/jf//532XVX93tC1Jbc3FzuuusuQkND2bJlCytWrODMmTM88cQTpZY7V04UReHTTz/Fx8eHMWPG8PPPPzuW+euvv/D29qZv376sXLmS//znPzz99NPs2bOHhQsXsmTJEv7444/a3kTRAKnVam6//XZ+/PHHUnWe3377LTfeeCOLFi0iLCyMP/74g7179zJw4EAWL158yXoqcx9f0Xl+5cqVvP/++/zf//0f+/bt47bbbuNf//oXeXl5pX7nyy+/ZOvWrXz55ZccOHCA999/n++++46dO3delf3jaiQBUcsCAgJYs2YNw4YNw2AwkJaWhr+/P+np6Y5ldDodDzzwAFqtlu7duxMeHs6ZM2eAkjew77//fkJDQ3F3d+fRRx8lKCgIgOzsbNatW8eiRYto0qQJ3t7eLFy4kOjoaI4cOeJY//jx43F3d8fX17fcOMeNG0dMTIzjd1euXMno0aPx8PBwLLNp0ybMZjOPPfYYHh4eNG/enEceeYRvvvkGKOnndcSIEfTr1w83Nzduv/12OnfuXHM7U9RLV7OMnPvu8uXL2bFjBx06dGDfvn10797dMX/GjBkEBgai0+kYPnw4CQkJAISFhfHrr7/SvXt39Ho9GRkZBAQElIqrbdu2jB8/Ho1Gw+DBgwkKCnK8xSjqtys9bqtq5MiRdO7cGXd3d2655RYKCgrIzs7m4MGDxMfH88wzz+Dl5UWLFi0qTDafM27cOKKiooiKimLIkCH88ssvvPHGG3Tu3JmYmBiOHDnCc889h4+PD/7+/jz55JOsWbOG3NzcUuu53HUBwM/Pj3nz5uHh4UG3bt2YMmWK402pF198keeeew6tVktKSgre3t6YTCb0ej0ajQZFUfjuu+/Yt28f/fr14+DBgwQHB1drH4raJ+UEJk6ciFarxcfHh4cffpg333wTHx8f0tLSHPdYFybVNm/ezEMPPcSSJUsYPHhwtfaDcF31uUycc9NNN+Hp6XnJc8fq1asJDw/n7rvvxt3dnTZt2vD444/z448/YrfbgZKWD3fffTdBQUH8+9//RqPRVGu7hQDQarV8//333H777ZjNZpKTk/Hz8ytV3gAeeughdDodbdq0oU+fPpUub9X9nhC1YcOGDWi1WubNm4dOpyMoKIhnnnmGjRs3kpmZCZS8nf3AAw+QlZXF+++/j06nA+DWW29l+/btjuVWrVrFhAkTUKlUrFixgilTptCvXz80Gg39+vVjypQpfPfdd07bVtGwTJw4kaysLEclfl5eHmvXruWuu+5i6dKlPPzwwyiKQnJyMr6+vpec84FK38eXd55ftWoVU6ZMITIyErVazaRJk/jss88cZeicyZMn88UXXxAUFERGRgYmkwlvb+8yY6qPZBDqWqbVavn111/57rvvUKlUhIWFYTAYcHM7/6do0qSJY0C3c985l81LTU2lRYsWjnkajcYxoFZycjJQclBfSKPRkJSUhJ+fH0ClKmsCAgIYMmQIP/30E3PnzmXVqlW8+eabpZroJScnk5OTQ69evRzTFEXBYrGQnZ1Neno6Xbp0KbXeVq1aXfa3RcN2NcuITqfj22+/5f333+fxxx/HYDAwcuRInn76aRo3bgzgKCfn1muz2YCS7PqyZctYvXo1Xl5ehIeHYzAYSmXaL0x0nPv+uYdoUb9d6XFbVRcea+d+w263OyqvvLy8HPMrM6jWL7/8Uu5ySUlJ2Gy2Syo/3d3dSUxMLDXtctcFgBYtWpR6g7X5/7N33+FRlenDx79T03vvSEnovRcpAiLSFOyiYll2V8CKyurr6m93bbvrri7Korj2grpUVwUEDNIhAVJIQgrppNeZZPp5/4gMhAQIkMmZJM/nunJdzJwzZ+4Jc3LK/Tz3HRbGtm3bACgoKOCNN94gNzeXHj16EBMTY/9skZGRfPrpp6xbt47f/va3WK1Wbr31VlauXNksOS44L7GfND8Hq6ys5C9/+QsnT54kMjKSgQMH2mM868CBAwwYMICNGzcye/bsy8YodC5deZ8462LXHZWVlS2uCyIjIzEYDPbjRUZGBpMnT+bIkSMUFBQQHR192ZgE4WJUKhWHDh3ikUceoaGhgd69e6NWq1vsT+fvJ1eyv13t6wShI1RWVhIeHt4skXv27/fZ+0jl5eX07duX7OxsUlJSGD58OACDBg2iV69e/O9//2Pu3Lns3buXF154AWgqW9Pa33LRzFroKF5eXsybN49vvvmGcePG8d///pf+/fszePBgduzYwe9//3vKy8vp1asX/v7+rf5tbut5/MX+zpeXl9vvOZ11dv85X2NjI//3f//HkSNHCA0NpX///kiS1G3uGYkERAf74Ycf+Oyzz/jyyy/tN1b+9Kc/Naszfynh4eEUFxfbH0uSxJkzZwAICQmxv8f5O0ZWVhZRUVH2jPX5FzGXcsstt/CnP/2J8ePH4+HhQf/+/Tl06JB9eWhoKNHR0fz444/253Q6HZWVlfj7+xMaGtri5lRJSQl9+vRp0/sL3ZMj9xGdTkdZWZm9N0NaWhpPPvkk//73v3n22Wcvud2PPvqIffv2sXXrVgIDAwH47W9/e8WfT+iarvV7ez6lUtmsxrXNZmsxffNiwsPDqaqqorGxETc3N4Bm+8PVCA0NxdXVlUOHDtkvWkwmEwUFBcTExJCQkNBs3UsdF6BpdLckSfZjUWFhIeHh4ZjNZpYuXcqTTz7J3XffjUKhICUlxT47orKyEqvVyjvvvIPNZiMxMZEVK1Zw3XXXcc8991zTZxQ6hthPmp+DPfbYY0ybNo0PPvgAtVpNdXU1X3/9dbPtPvXUU0yZMoWbb76Zr776ijvvvPOa4hScS1feJ8662HVHREREi1JS+fn5aLVa+6CQYcOG8d5777FixQqeffZZPv/8c5RKMYFfuDonTpzgT3/6E1999ZU94fuf//xHzFQQuoWIiAiKi4uxWq3285SzM/2DgoLIyckhODiY999/nzfeeIPnnnuOTZs22RPTCxcu5H//+x8ajYaRI0fakxeRkZH27ZxVUFDQYmCeIDjS4sWLueWWW+zn0itWrKC0tJTHHnuM1atX23v2bNu2rdUylldyvduasLAw+z2ns/7xj38wb968Zs+dHfi6d+9eXFxcsNlszQbudXXiDK6D1dfXo1QqcXV1RZIk9uzZw6ZNm9rcUO2OO+6wnyiZTCbeeecd+1T9kJAQpkyZwl/+8heqq6sxm82sWbOGRYsWUVdXd8WxTp48GbPZzJ///GcWLVrUYvnUqVPR6/WsW7cOk8lEXV0dzz77LE888QQKhYKFCxfy008/sXv3biwWCxs3buTEiRNXHIfQvThyH9Hr9TzyyCNs3boVSZIIDg5GqVTi5+d32e2eHZGo0WiwWCxs3ryZX375RTRDFIBr/96er1evXmRkZJCZmYnFYmHdunU0NDS06bVDhgyhd+/evPbaazQ2NlJaWsrbb799xTGcb/DgwcTExPDaa6+h1+sxGAy88sorPPDAA/YZQmdd7rgATSNE3nvvPcxmM0lJSXzzzTfcdtttmM1mDAYDrq6uKBQKiouL+etf/wqA2WymuLiYBx98kAMHDqBUKu1J97bsv4JzEPtJc/X19bi6uqJSqaiqquLPf/4zQLPfh0ajISQkhFWrVvH666+3uMgXOreuvE9czs0330x2djYff/wxJpOJ/Px83nzzTebOnYtWqwWwz5Z76aWXOH36NOvWrXNoTELXdv7+Bk1NSj/55JNWG58LQldzdmT33/72NwwGA+Xl5fzlL39h7Nix9uoBGo0GhULB448/jlKptPdChKaSe+np6XzzzTfceuut9ucXLVrE+vXrOXDgAFarlYMHD7J+/XoWLlzYsR9Q6NZ69+7NiBEj7OcxM2fORK/XY7Va7QMrsrKy7D22Lvy7fzXn8ee79dZbWb9+PUlJSdhsNv773//y+eeft7hO1el0uLi4oFQq0el0vPHGG+h0um5zT0kkIDrYLbfcwvjx47n55psZO3Ysa9as4f7777ffLL2c+++/n2nTpnHnnXcyZcoUampqCA0NtZ+gv/HGG3h7e7NgwQLGjh1LfHw869atu6oMtFqtZt68eeTl5TFnzpwWyz09Pfnoo484dOgQ119/PdOnT0epVLJmzRoARowYwRtvvMFrr73GyJEj2bZtGxMmTLjiOITuxZH7SEhICG+//Tbvv/8+w4cPZ86cOYwdO5YHHnjgstt98MEHCQsLY+rUqUyaNIktW7Zw9913X9UoRaHrudbv7fmmT5/O3LlzeeCBB5g0aRLV1dWMGDGiTa9VKpW8/fbb5ObmMm7cOO6//35GjRp1TU071Wo1a9eupaKigpkzZzJx4kTy8/P58MMPW5Q+utxxAZpGWRUWFjJx4kQef/xxHnvsMWbPno27uzuvvPIK77zzDsOGDeO+++5jwoQJBAYGcurUKQYNGsSLL77ISy+9xLBhw7jnnnu4++67RVPeTkTsJ829+uqrfP/99wwfPpxbb72VkJAQ+vfv3+pxZeHChYwaNYpnn32220zT7g668j5xOZGRkaxbt45t27Yxfvx47r77biZMmNCs4eNZ/v7+vPjii7z99tukp6c7LCaha5swYQJ3330399xzD6NGjeLll19m8eLFVFVVUVFRIXd4guBQXl5efPjhh5w6dYrJkyczZ84cIiIieOutt1qs6+Liwquvvso333zDnj17gKa/w5MnT6awsJCZM2fa173ppptYtWoVf/7znxk5ciQvvfQSzzzzDAsWLOiojyYIANx7771s2rSJu+66C41GQ8+ePXnmmWdYuXIlI0aM4LHHHmPhwoVoNJoW59pXcx5/vrlz57J8+XJWrlzJyJEjWb9+Pe+//769AsBZL7zwAunp6YwePZpZs2ah0+mYNGlSt7mnpJBEccJO5cSJE0RERNhLwEiSxNixY3nzzTfFzX1BQOwjQuf0zDPPoFareeWVV65pOwaDgWPHjjF69Gj79NFdu3bxxz/+kV9++aU9Qr0mGzZsYPXq1aIurHBVust+IghtJfYJQeg4b731FomJiXz88cdyhyIIsnj11VcxGAy8/PLLcociCEInJGZAdDJbt27lmWeeob6+HovFwocffgjA0KFD5Q1MEJyE2EeEzqampob8/Hx70uxaaDQaHn/8cb7++mtsNhuVlZX85z//YerUqe0QqSDIR+wngtCc2CcEoePodDpycnLaZX8ThM7mzJkzHDhwgE2bNoleVIIgXDWRgOhkHn/8cQIDA5kxYwajR49m9+7dfPDBB3h4eMgdmiA4BbGPCJ1JXV0dU6dOpb6+vlk91aulUql455132LhxI6NGjWLu3Ln06dOH5557rh2iFQR5iP1EEJoT+4QgdBxJkpg9ezZJSUksXrxY7nAEocN9/fXX/P73v+e+++6jX79+cocjCEInJUowCYIgCIIgCIIgCIIgCIIgCILQ7sQMCEEQBEEQBEEQBEEQBEEQBEEQ2p1IQAiCIAiCIAiCIAiCIAiCIAiC0O5EAkIQBEEQBEEQBEEQBEEQBEEQhHanljuA9mSz2SgrK8PDwwOFQiF3OIITkyQJvV5PcHAwSmXXy8OJfUFoK7EvCEITsS8IQhOxLwhCE7EvCEITsS8IQhOxLwhCk6vZF7pUAqKsrIzJkyfLHYbQicTHxxMaGip3GO1O7AvClRL7giA0EfuCIDQR+4IgNBH7giA0EfuCIDQR+4IgNLmSfaFLJSA8PDyApl+Ap6enzNE4jk6nY/LkyV3+c7anC39nZx+f/c50NV1hXxDf82vT1t+f2Bccpyt/h7viZxP7wpXpyt+BrvKZrvbziH2ha+hq32dHutjvSuwL54jv0+V15d+R2BfO6cr/z47WFX53Yl/oGF3hu3IpXeHzXc2+0KUSEGenCHl6enba/8Qr0V0+55WyWq2kpaWRmpqKyWRCrVbTo0cPJElq8TvrqtPKutK+0BU+g1wkSSI/P5/c3FyMRiNqtZp+/foxYMAANBpNs3XFvuA4Xfk73Fk+m9VqJT09ndTUVIxGIxqNhr59+4p9oR10lu9AW0mSRHl5OUeOHMFgMKBUKomMjGTw4MG4ubnJHd5Vudr/I7EvdA3O+DkLCgpITk6moaEBSZIICwtj6NChssd5sd+V2BfOccbvk7PpbL8jm81mP0cyGAxoNBpiY2MZNGiQOEe6hM72/3wtzl5T5uTkYLVaAfD396dfv35XdW7UFX53Yl9wPKvVSkJCAvX19QD4+PgwfPhwQkJCZI2rPTnD77k1NpuNjIwMUlJSmh0XBg4ciFarbbbulewLXSoBIQhWq5UffviB6upqVCoVeXl56HQ6EhMTsVgsmM1muUMUhA5htVrR6/WcOHECLzdfStIbaawzkXFoFyeHn+K2u25pcVEhCF2R1Wpl27ZtVFRU4KVyx5ZjxFqv48ixn8kamMH8O28V+4JgZzKZSEpKItw3BO0ZE9Z6M0XZp8hLy+Hm2+Z12RFvgtBRjh8/TmZmJgFuvqiKFVjrLVTk5rL1VC433ToHX19fuUMUhG7DZrOxfft2SktLcVG5/3q9UEv6oWJSB2dwxz0LW9xsErqfs/dSeobGYMquw6Yz0VDVwJ683Uyc2XVnAwjyKS0txWAwUFFRQXl5OTqdDjc3N/Lz85kyZQpxcXFyh9hl2Ww2duzYQWlpKWq12n5PNSkpiaSkJO6+++6rPi6IBITQpaSnp1NdXU1VVRWHDh1CkiT7siFDhrBlyxbuv/9+GSMUhI5x6tQprFYrDWUKEvedQrKd2xfyUk6gtXiz6MFZMkYoCB3j1KlTlJeX416lpGZ/Fvy6K6iBkrRU9ks+TL5P7AsClJeXo1ar8de7URufDbam55UA6RZ26v/HvEdvlzNEQejUamtrycjIIKDRnbodOfZ9DECDjZ/qv2PRY/fKF6AgdDNZWVmUlpbSUAYHdze/XshPSUVj8eLOR+bIGKEgt7KyMhobGwm3+VO7Odt+Hq0C/C2wv2YXM5bMlTVGoWux2Wzs27eP6Oho4uPjmy1TKBRUVlby1FNP4eLiIlOEXVtOTg4lJSXU1NS0uKeamZkJwAMPPHBV2+56bdu7Aa1Wy7Jly8RohFacPHkSlUrVYkcBcHV1ZevWrVRXV8sUnXAlxPf82mRmZjL3pltI31fS7GICwEXtxv++2ENdRaNM0XUPXfk73Jk+W0pKCt5qD3T7i+wXTWd5aN1J+u8BzJViX7hSnek70FZZWVncPncRxqPlzW6MAmiVas7syaS+qPOcQ3TF/yOh7Zzx/z8tLQ1vjSe6/cUt9jE1Sir351OVW9bhcTnj78rZiN/R5XXG31FycjJapRtJuwtbXC9oVa78uH4fNWV6maJzTp3x//laZGdnE+oT1Op5tItaQ/3RM20+N+puvzvh6pSWltLQ0EDfvn1bLJMkiZSUFBITE2WIrP04876QnJyMWq1u9Z6qWq1m69atVFZWXtW2xQyITkir1bJ8+XK5w3BKRqOR3NxcbDYbVqsVm83WbKe2WCwcPXqUcePGyRil0Bbie35tbDYbseHDyD7TdCFfpyrE2xppX2612kiOL2DIjeFyhdjldeXvcGf6bEajEWu2ASTQSY2ctpYySN3DvtxqsVB3qAiX60PlC7IT6kzfgbYymUxMvm4UjUkVACTqTlFn1ROmDSBUE4ASBVUH8vFa5CdzpG3TFf+PhLZzxv//2tpaFAWN9uRDSkMOfmpvIrSBAKiVSioO5OHfI7hD43LG35WzEb+jy+uMvyOTyURher09+VCvLMLLFmFfbrNKJMfnM+ymKLlCdDqd8f/5WphMJqS8RhpMjSRXZnGyKps7Y2fhpnYFwEWrbfO5UXf73QlXp76+npKSEvtjk8lEY2OjvdeAzWbj/fffZ+fOnXKF2G7eeOMNuUNooaioCL1eT2Nj0wA9hULRbLaJ1Wrl8OHDTJo06Yq3LRIQQpei1WopKyvDaDSiVCpb1PVWKpXU1tbKFJ0gdBwXFxcaaptGo5hpRMLabLlKqUJXbZIjNEHoUC4uLhjr6ii31XLKWshwde9my5VKJVKN6A8kgLu7O3XnzZKssNQwyXsIpaYqTjaepsJQQ+nPjYzxKWPQoEGEhIR02SaEguAI3t7enKk6Y5+CX2gsp8hUgbvSBT+1F1abFU2DrCEKQrei0WjQ1xrsj01KXbPZSQqFAn2NRYbIBGdgMpnIyclh25GTSA1WBgX2IcYrnBJ9Jdf5RNjXUemly2xJENrOy8uLuro6oGnGQ2NjI97e3vZzboPBwMCBA3nyySflDLPL2rhxIwcPHrxo/1yFQmFvDH6lRAJC6DIqKio4efIkNTU1aLValMrmFcZMJhOBgYH4+XWOkYuCcC369+9Pyr58ABpVlbja/O3LDKYGgnwi8Al0kys8Qegw/fv35/Pt/6HGVs0YdV/UCpV9mc7UQA+/SDQBYl8Qmr4r235OxxslFsmKSqHCTelCD9cwIjSBmJQmJt0wnXy3OjZs2EBpaSl+fn4MGjSIQYMGERzcsaO2BaGz6devHxk/HMMXFfXWBrxU7gz3jOXn2mNM8hqMVtLgHxkkd5iC0G0MHDiQpD2nAbBhQSmduz1kNBsI8A7DN8hdrvCEdlJVVUVWVhZGoxGFQkFkZCRRUVGoVKoW69psNtLS0vj555+pqKggLi6Ocf1GEqNrupbMUOZS2tiUgDBZTGCw4RXq28GfSOjKQkJC8PT0pLq6GqPRiIuLS7MBPyaTiX79+skYYdc2cOBADh482Ooys9mMr68vAQEBV7VtkYAQOr2GhgY2bNhAXl4e9957L4cOHWLDhg3NSi+ZTCbUajVhYWEMHz5cxmgFoWP07duXfiNPkpuciEmtw0tqGqViMDWgVmuJCY6l/8RwuGBmhCB0JVarlb1796IJcieu1A21+rzkg1GPi0rLwLBYPEaFYkCM8OvugoOD6TEmjszPjmBR2/BXewHQaDZQp69ncsxowifHEu3vysSJE4Gmi/rk5GS+/vprysvLCQgIsCckAgMD5fw4guB0fH196Td5KEnrfqZcUUekSxBuSheGu8WyqzqBZT1ux2OUKIfXVlVVVdxxxx38+c9/ZsyYMQD873//Y/Xq1ZSWlhIUFMQDDzzAXXfdJXOkgrPq06cPg8f15ruTR1CorailprI6BlMDKpWGHiFx4nqhk0tPT6eqqoqowHAUBQbMtUbKC3LJPZnNhBnX2ytGFBYW8vPPP5ORkUG/fv245ZZbCA9vKtV7YOdeirflEuoTRIh7ABnVp2kwNpJbmMdQ3zjxd1toV0qlkjvuuIM//vGP2Gw2fHx8gKbkmE6nIywsjLFjx8ocZdfVq1cvRowYQVZWFhqNxp78MZlM9gTm1d5TFQkIodOyWq389NNP7N27lwULFnDPPfegUCjo0aMHKpWKb7/9FqvVilKpJCAggLCwMG655Rb8/PzQ6XRyhw/AgQMHePPNN8nOzsbNzY1Zs2axcuVKXF1dW6wbHx/P3/72NwoKCggLC+OZZ55h6tSpMkQtdAYqlYpFd96CvsrCth9LaTTqUSqVhPhFExXYi+lLBuId6OY0+4IgtDedTsc///lPpkyZwsMPP8zhr38mcf0vmC1mVAoVPf2j6Rfam5Db+6P2dwWxL3R7CoWCSTdNxdfoxrefrUctqSg1lxPsHsCIHmOIuGtw03flPP7+/kyePJnJkycDTbMxk5OT+eKLL6isrCQoKMiekPD392/tbQWhWxlzw3g8GzT86z/vMkjZg9LGcgJcfZkfNpmfvFIY6jtH7hA7hYSEBJ577jny8/Ptz506dYrnn3+ejz76iKFDh5KYmMh9991Hnz59GDlypIzRCs5KpVJxy+3z0Fi9Wf/ZRmxmMNgaCPKNJDqoNzOWDBLXC51YVVUVVVVVXKcJQ/dDob2JtC9qFLmN/Fz6A4ZABUePHiU0NJQpU6bY76mcb+y0CaTqtaRtOYqklCisLqFKKme4b99Wz40E4VoNGDCAkSNHcuLECerr61EoFGi1Wnr06MG9994rqpo4kFKpZNGiRSgUCr7++mssFgsKhQJ/f3/Cw8O59dZbr/qeqkhACJ1SYmIiGzduZMKECbz00kvNpg+q1WruvPNObrzxRo4ePUptbS1+fn4MHz7cqf5QVVVVsXTpUl566SUWLFhARUUFDz30EO+99x4rVqxotm5ubi7Lly/nzTffZMqUKWzfvp3HH3+c7du3ExISItMnEJydWq1G62fhuT8+jrHYnfoqI94BrvSfGI63KL8kdGGFhYWsWbOGJUuW0Lt3U8+HcXfdwKgbJ6A7fAZrtRG1vyseo0LFRZPQjEKhYPAt44jPOczNMdfjY3a7ou9KYGAgU6dOtQ8QKC8vJykpiU8//ZSqqipCQkIYNGgQAwcOdKpzEkHoSH1uHEL4kR7cM/6+Zn+PNQd38eWXX3LPPffIHaJT27hxI2+//TYrV67kiSeesD+fm5uLxWLBZrMhSRIKhQKVStVsVrggXEilUjH/3huoMhTibYvCSxUirhe6iKysLKICw5slH0xWM6kVWZwoS0d3Qs/CJXfwwgsvtOideT6FQsHAeaPpO3EwusNnSNqUx/gF0/AcHSbOowWHqKmpwWQy8c4775CYmEh1dTX+/v5Od0+vq1Iqldx2221Mnz6dhIQEampq2uWeqkhACJ1KXl4en3/+OZGRkaxatQp394vXpPTz82PGjBkdGN2V8ff3Z//+/Xh6eiJJEjU1NRiNxlZHSG7cuJGRI0cyffp0AGbPns2GDRtYv359i2SFIJwlSRKnTp3i3nvvFY1ShW7j2LFjbNq0iSeffLJFfUq1vyu+s66TKTKhM6nW13LdwqHX/LczKCiIG264gRtuuAGAkpISkpOT+eijj6ipqSEsLMw+Q8Lb27tN26yoqODEiRPU1taiVCrp06cPsbGxl7x5IAjOJDU1lUHDBrf4ezx79mw++OADdu7cSY8ePTh58iRmsxk3NzcGDRpERESEOJ8BJk6cyNy5c1Gr1c0SEBMnTmTo0KHcddddqFQqrFYrzz77LIMHD77k9i4cxajVakXSohuqrCnn9t8twsPDA5PJhMlksn83xAyIzsloNKIoMIAEpfpK9hQcodaoY0Bgb27vexMl5aVcpw9s8/nD2fPo0KxorKO8RfJBcJivvvqK22+/HX9/f/s9MKHj+fn5tevvXyQghE6hurqaL7/8EqPRyCOPPEJQUNdoUOfp6QnA5MmTKS0tZeTIkdx6660t1svKyiI2NrbZc7179yY9Pf2S2xcXFM7PZrORnZ1Neno6FosFjUZDv379uO6661o0Um+rhoYGGhoaKC4upmfPni2aNplMJvtjcUEhdBWSJPG///2PzMxM/vCHP+Di4iJ3SEInZTabUSqVDrnRGRoaSmhoKDNmzECSJM6cOUNKSgrr1q2jtraWiIgI+wwJLy+vFq9PSUnh+PHjeKs9UOU1Yqk3cjQxntSeScy785ZWSzgKgrNJTEy86CChxYsX8+yzzxITGkWMLQgaLDS66dhd8BM9+vVi4sSJ3T4JcbHrIJPJRGRkJL///e8ZNWoU+/bt44knniA2Ntbet6Y1Z0vInbVs2TKWL1/erjELzq+hoQEPDw8A1q5dy+rVq2WOSLhWCoWCU5mZ7E7Zg4tKy+ToUYR6nOtPZTaZUdRfeX+P6Oho8vPzr7oRrSBcSnFxMTqdjr59+8oditDORAJCcGpGo5HNmzeTnp7OXXfdRZ8+feQOySG2b99ObW0tTz/9NCtWrGDdunXNluv1etzcmk+BdXV1paGh4ZLbFRcUzs1qtbJr1y4qSqqpPyNh1Flw8VRTV3WU06dPM23atCtKQuj1evbs2UNRfiklWbVkF6YTFXYdeVnFxPRuaiImLiiErshisfDee+8RGBjI448/3u1vTgnXpqCggOjoaIe/j0KhIDw8nPDwcGbOnIkkSRQVFZGSksLatWupr68nKiqKQYMGMWDAAGw2G8eOHcNX54puf569nIIW0GcWsKNhC3N/f7vD4xaEa5Wfn09UVFSry06ePMngkL7sP7Qfd5c4vFRNs53VCgVZlalERkZy3XXtN5OttrYWvV6Pq6srfn5+nfr48a9//QutVsv48eMBmDJlCjfffDPr16+/ZAIiPj7ePigKEIOVuiFJkpo9Xrp0KUuWLLE/1ul0La4rBedls9lISEjgu+++w9vmxrze0/B1bT6owWK1YNYb8Qr1veLtx8TEcPr0aYYNG9ZOEQvCOV988QV333233GEIDiASEIJTstlsxMfHs3PnTm6++WZuu+22Tn1BcDmurq64urqycuVKbrvtNmpra/Hx8bEvd3Nzw2AwNHuNwWCwj1K5GHFB4dzS0tLITiomL1EPtnMn/gqlgqhhBiIjT7U5828wGPjuu++oLTKTtrcKm81Gg01PVZbE//3+HX73zP2MnB4rLiiELqeuro633nqL6dOnM27cOLnDEbqA7OxsevXq1eHvq1AoiIyMJDIyklmzZiFJEgUFBaSkpLBmzRoKCwtx17oRUKAmWOWLRnHuNN5VpSVvx0nq51fjFSFq4wrOq6SkhJCQkFbP6yVJIj0xBdfURsa69udAYyoT3QfhotCAJKFNaeT4gcR2SUDU1dWxc+dOqosqMJyuQdJb8PD3YsZ9c4noG3PN25dDcXExvr6+zZ5Tq9WXLa/i6enZ7HpB6H4uvPYUs+Y7J4vFwp49e9i9ezeDBw9m1apVHNt3FMUJU7P1zFYLGacz6e0Zhceo0Ct+n+joaH7++ed2iloQzklPT8fT05Pw8HC5QxEc4OrqewiCA6WkpPDyyy9TX1/PH//4R8aNG9clkw+JiYnMmjWrWTkck8mERqNpMdshNjaWzMzMZs9lZWVddkbI2QuKsz/iRNK5nEhIITdB1yz5ACDZJPITdRw/mtzmbaWkpGAxQtreMiRJwkg9Lgov1Co1bq5efPqvrdRVNKLValt8LwShs8rPz+f111/nnnvuEckHod3IlYC4kEKhIDo6mtmzZ7Ny5UqmT59OrFsUelsjhxrT+Vl/HJNkPm99KN93WsaIBeHyEhMTGT58eKvLLBYL+qwqkMBd6cIw1z7saTjB4cY0kg055JiLST+QRGZmJpWVlVitV146BJpKzWzevBlDVg2K+Erc8qy4VyiwZtTx1VNrKdh16RKnzmratGl8//33/PLLL0iSxOHDh9myZQtz586VOzTByRUXF4sbfp1YY2Mjmzdv5qWXXsJkMvH//t//47bbbsPHx4cJM67H1ENDalYaOcV5ZORmkZGeQW9NBD3vHXFVfRx8fX2pra11wCcRujNJkvj666+588475Q5FcBAxA0JwGkVFRXz++ecEBASwcuXKLn9jNC4uDoPBwN///neeeuopysvLef3111m0aFGLRMG8efP48MMP+f7775k5cybbt2/n8OHDPP/88zJFL1wrm81Gflolil9zD0abnlLTKc7W1FCgomybkqq6clxcXNBqtWg0Gvu/L/w5ePAgNQUWDLZ6lCipl0rwVjRdSKhVGur01aTsKWT8rV2zjJnQ/SQkJLB161aefvpp/PzEiG+h/ZSVlRESEiJ3GC24ubnhbtESq40iVhtFpqmQckstEZqmes6SDZT1NpmjFIRLO3HiBI899liry1QqFTa9hbNj5PxVXtzgPgKjZKJRMtFoM6JrMHD06FGqqqqoqanBZrOhUChQKBT4+vri7+/f4sfb2xuVStUsBpURDIdL7aXMAJQKJd4u7vy89jvuGtqjqb5ZJ3LbbbdhMBj485//THl5OeHh4bz00ktMnTpV7tAEJ3fmzBmRgOiEampq+O6778jMzGTmzJm8/PLLzf7WAWg0GsbfNZ3GafVU7MtFUW/FK9QXj1GhV91E+uzgUJvNdtU9CwXhQocPHyY2NrbFTD6h6xAJCEF2dXV1rF+/npqaGhYvXkxYWJjcIXUIDw8P1q1bxyuvvMKECRPw8vJi7ty5PProowAMGzaMl19+mXnz5tGrVy/eeecd/va3v/H8888TERHBv/71r3atgSt0LKVSiVFnBjTUWUqothQRrh2ARumKJElI2NB6m7j99tvtjaPP/hiNRsxmM0ajEZ1Oh8lkoqKigoryBvRSAxJWVGjRcq5ElwKoKdfL9nkFob1IksTmzZvJy8vj+eefv2xpCUG4Elar1X4z09n079+f73edtP9lD1D5UGguI0ITiM1mw02lxS8y8JLbEAQ5mUwmrFYr7u7urS5XKpVEREVQWpqLq9ql6TmFAjeFC264UG9WMn7URMbfNavFa61WKzU1NVRVVVFdXU1lZSWZmZn2RMXZGvcqlYqKigrc9CrUFguuCi0eCle8FE2zj9VKNRW6auoOFqG93vkSkRfKyMho9njx4sUsXrxYpmiEzqqoqIhJkybJHYbQRiUlJWzatImqqipuvvlm7rnnnsuet7iFeBF166B2iyEkJISysjJCQ6+8hJMgXMhqtbJ161ZeeOEFuUMRHEgkIATZmM1mvvvuO44fP84dd9xB//795Q6pw/Xu3Zv//Oc/rS47duxYs8eTJk0SJ4ZdTFR0FD8X/oRKqSbaZRgKRdMIEoVCQaOxkQG9+xMY2LabSQqFgkxKOV1d1WKZJEkoFRr8Q7xaeaUgdB5ms5m1a9cSFhbGihUrnPImsdC5FRcXExERIXcYrQoLCyNqVG9yMxPxdvHEV+lBik2PxWalSl/D5B6jrqqWsyB0lNTUVAYMGHDJdSbeOYPP9v8LBQpc1OemIDSYGlGiYNgtE1p9nUqlIiAggICAgEtu32Kx8PHHH6M/Vka9opoGyUijZMRLda78qQIwVTZ0tgkQgnDVzpw5020GAXZm2dnZbNq0CaVSyfz58+nZs6dsscTExJCXlycSEEK7+Omnn5g4cSKurlc3K0foHEQCQuhwkiSxb98+fvzxR2bMmMEf//hHMXVP6HaqqqrIqTmOyuqGvzrcnnwAMJgasJitzL7j+jZvb+jQoRTn/YhSocAmNe8p0WCoJ9z/OvpPFFOrhc6rtraWt956i1mzZjF69Gi5wxG6KGfp/9AahULBjPmzONjowvFv9yFJNoxWEzazhanXjaHX4lFXXU5BEDpCQkICM2fOvOQ63pH+LHpyMbvXbKVCV93U3ESSCPMOZsrv5uB2jYMp1Go14eHhVOaa8SppmcS2STZcNFrcgsWgDaH7MBqN4safk5IkiRMnTvC///2PwMBA7rnnHqe46R8dHU1qaipjxoyROxShkzMYDPzyyy+8/PLLcociOJhIQAgdKj09nfXr1zNw4EBefPFF0RRZ6JZSUlL46quv+O3vllKdY+Wzt/9HVW0FCqUCySbh6xHEkmduJjDcp83bDA8PZ/iYoVSXHSA/oR6VSoPFaqHRWI+PWxB3rpiJd6Db5TckCE4oNzeX999/n0ceeYQePXrIHY7QhWVnZ1/2BqmclEol4+++gZEzx1G5Lw/bL1sZMXwifWcNF8kHwekVFBQQFRV12fWCJ/ZkYf+l1BwooKGsHo8Qb3zGRrbbd3z48OFsycxHnd6U3DhfbaOOUdGD8BgVigFLu7yfIDgz6YJ9oDOwWq088MADRERE8Nprr7W6zscff8zHH39MTU0NERERLFu2jBtvvLGDI716VquVAwcOsGPHDuLi4li2bBk+Pm2/NnS06OhofvjhB7nDELqAzZs3M2fOnBb9S4SuRyQghA5RUlLC559/joeHB48//rhTHTwFoaNIksSmTZs4ffo0zz//PG5ubkRFwQsDHiRlTyFVZTr8gz0ZeH3kVSULhg8fznXXXcehfQmkHszFZlIxoP8UJs4ZLJIPQqd1+PBhfvzxR5555hlx7BAcrqioqFM04tQGuhM2vx8jgqop1ukYKJIPgpMrKSkhJCSkzaXz1P6uBN7cxyGxhISEMGH6JPZUbsd6vAZXtRaT1UyDyUCfoB4Mf2RaU7JDp3PI+wuCMygvLycpKYmSkhL0ej2nT58mJiamU1QmWL16NUePHr1oycT4+HjWrl3LZ599Rs+ePdm2bRuPP/44O3bsIDIysoOjvTJGo5GdO3eyf/9+Ro8ezXPPPYebm/Ndx3l6eqLXi/6CwrWpra0lIyOD22+/Xe5QhA4gEhCCQ+l0Or755htKS0u555572jTqSRC6Ir1ez7vvvku/fv144oknml2Aewe6Mf7W9rnI9vPzY9ac6cya0y6bEwTZSJLEhg0bOHPmDKtWrRLNpgWHO79JbWcRFxfHl19+6dSzNgQBmsovDR8+XO4w7Pr370/MMzEkHzxO8cFs3CwaBgwaQPiUWDGbSOjyEhMTSU1NxVXtSfbxEhoq4Yt3txI3IooFi+aiVjvvbaIDBw6wffv2Sx73cnJykCTJ/qNSqdBoNE79uXQ6Hd9//z3JyclMmzaNl156yanjhaZZmRaLxenjFJzX+vXruf3220Vfv25C/KUQHMJisfDjjz9y6NAhFi1axJAhQ+QOSRBkc7Z8zOLFi+nbt6/c4QiC0zOZTKxZs4YePXrw6KOPipNSoUOUlpYSEhIidxhXJCAggMrKSrnDEITLSkpK4vHHH5c7jGY8PDwYe8MEuKH1xtaC0BWVlpZy8uRJLDUu7N99mlprMSqFlvJqM0VpKdj0Ltz+0Gy5w2xVZWUlzz//PO+++y4fffTRRde7+eab2bBhA7Nnz0alUqFQKPjrX/962d4JugtmPWm1WoeXjC4vL2fLli0UFxdz0003cdttt3Wa897w8HDOnDnTpQeZmkwmTCaT/fGF3xFH+f7773n66adxcXGxPzd9+nT++te/tlj3yy+/5KOPPqKsrIzg4GDuu+8+7rnnHgBsNhsjRoxAkqRm36t9+/bh7u7u+A9yCcXFxdTW1or7I92ISEAI7UqSJA4fPszWrVuZMmUKL730UqcaSSgI7W337t3s27ePlStX4uvrK3c4guD0qqureeutt5g7dy4jRoyQOxyhG3HmBtSX4ubmRkNDg+wXkoJwMSaTCavV6pRlRAShu0lKSsJV7UnC7qZZAmYacaWpxKVW486Obw4yY871+IV4yhxpczabjZUrV7JkyZLL3rA0m8307duXv/zlL/Tt25etW7fy/PPP06tXL+Li4i76usmTJzd7vGzZMpYvX94u8V8oPz+fjRs3YjKZmDdv3iXjclYxMTHk5eV16QTE2rVrWb16dYe/b3JyMvPnz+fVV1+95Ho//fQTb775Ju+//z5Dhgzh+PHj/OY3vyEwMJAbb7yRrKwszGYziYmJTtd/9csvv+Suu+6SOwyhA4kEhNBusrOz+fLLL+nVqxcvvPACrq5i+rLQfZnNZtatW4enpyerVq0SiThBaIOcnBw++OADli5dSnR0tNzhCN1MdnY2kyZNkjuMK9anTx8yMzPFbFPBaaWkpDBgwAC5wxAEAaivr6ckU28vO2iWDGgU55KDNkni+O7TTL1zkFwhtmrt2rVotVoWL1582XX/9Kc/MXz4cAYPHgzAwoUL+e6779i4cSPPPffcRV8XHx+Pp+e5xIsjbtiePHmSLVu24OnpycKFC52+J8WlREdHc+TIEbnDcKilS5eyZMkS+2OdTtciUeUIycnJ3HTTTZddr7S0lEceeYShQ4cCMGzYMMaMGcORI0e48cYbSU5OJi4u7oq/y46eDXTq1Ck8PDw69fe/u2mP2UAiASFcs8rKSj7//HMUCgW/+93vCAgIkDskQZBVWVkZ77zzDjfffDOjR4+WOxxB6BT279/Pzp07efbZZ/H29pY7HKEbys/P75Sj+OLi4khJSREJCMFpJSQkcOONN8odhiAINPU50tcagKbqBRJWFIrzGk9LEg21Vpmiu7jNmzdTVlbGyJEjATAYmj7DTz/9xNGjR5utW1xczMCBA5s9p1arL9tPzNPTs1kCor3YbDaOHDnCjz/+SExMDI888kiXuGcSFRXFf//7X7nDcKiOKMN1IZvNRmpqKm5ubqxbtw6r1crkyZN5+umn8fHxabbu2VJLZ1VWVnLkyBFWrVoFNCUyjEYjCxcupKioiF69evHUU09dtieTI2cDSZLEV1995bDZRYJjtMdsIJGAEK5aY2MjGzZs4PTp09x999307NlT7pAEQXaJiYls3LiRRx999LJ1RgVBaDoJ/eabb6isrGTVqlWikZ0gC0mSsNlsnfL716tXLzZt2iR3GIJwUYWFhZ0yuScIXVFsbCyp+wsAsNB89oPVZsFV60VAiJdc4V3Ujz/+2Ozx2ZkMr732Wot1p02bxmeffcbUqVPp168f27dv59ChQzz55JMdEutZZrOZ+Ph44uPjGTp0KE8//TQeHh4dGoMjubq6NhsRLbSPqqoq+vfvz4033sjbb79NdXU1zz77LCtXruS999676OvKy8tZunQpAwcOZM6cOUDT/9HgwYN57LHH8PHx4fPPP+ehhx5iy5YtlzwuO3I20NGjR+nTpw9+fn7ttk3B8dpjNlCnuMq6kgYsguNZrVZ27tzJnj17mD9/PnfffXenaZQkCI5is9lYv349lZWVvPDCC83+XgmC0Dqj0ci7775Lnz59OlXTPaHrqaysxN/fX+4wroqLiwtms7lFg0FBcAYlJSWEhISI76YgOIk+ffpw3cAUik6ewqCsw5WmWadWmxVdQx0Do8bQf2K4zFFeuWHDhvHyyy8zb948li1bhkqlYvny5dTW1hITE8M777xDv379OiSWhoYGtm3bRmJiIpMmTeLFF1+87OyLzkqtVmMymZyuv0BnFhgYyOeff25/7ObmxsqVK7n99tvR6XStztI5fvw4jz32GCNHjuTVV1+1D6i5sOTYQw89xIYNG4iPj+fee++9aAyOmg1ktVrZsmULf/jDH9p924JjtcdsIIcmICwWC7t27eLAgQOcOXMGlUpFWFgYkyZNYsKECW0eZdbWBiyC4x07dowNGzYwbtw4Xn75ZVHXXhCAuro6Vq9ezciRI0UjJUFoo8rKSt5++20WLFjAsGHD5A5H6OY6awPqs0JDQykpKSEsLEzuUAShmYSEBEaMGCF3GIIg/EqtVrPwjvlY9d+zdetm3CzB1Es1uGjcGRA1hpt/MwrvQOdvGH/hzIdjx47Z/61Wq1m+fHm7lXix2Wz2eudeXl4XTahWV1fz3XffkZ2dzY033sjLL7+MUqlsdd2uIioqisLCQlENox2lp6fz3Xff8dRTT9m/ayaTCaVS2eoN4G+//ZY///nPrFixggcffLDZsn/84x/ceOON9O/f3/6cyWSSbbDkzp07GT9+PG5uzv83Rmh/DktA/Pe//+Vf//oXGo2GoUOH0qdPHywWC2VlZbz88ssArFixggULFlx2W21twCI4Tn5+Pp999hkRERE899xzXWrqoCBci8zMTD766CMefPDBTn3zShA6UlZWFh9++CG/+93vRPMxwSnk5OR06pukcXFxZGRkiASE4HROnDjBE088IXcYgiCcR6vVcu9vF5CWd5SpAxdiqJcIDPWh/8TwTpF86CiSJHHq1ClKThfhUiFh0ZnQWxrpNXEAvYfG2dcrLi5m06ZN1NXVMWfOHO69995uM+srOjqavLw8kYBoR76+vnz++ef4+PiwZMkSysrK+Otf/8ott9zSIgGxbds2XnrpJdasWcOkSZNabOvUqVMcPXqUf/7zn/j4+PDee++h0+mYMWNGR30cO6PRyJ49e3jppZc6/L0F5+CQBMSjjz6Kh4cHb7/9NoMHD251nWPHjvHxxx+zbds21qxZc9FtXUkDlrMc3bG9O6murubLL7/EaDTy8MMPExwcLHdIV6U9OrYLwvkkSWLbtm0cP36cVatWOWSKoiB0RXv37uXnn38W+43gVHJzc7n11lvlDuOqxcbGsnXrVqZMmSJ3KIJgZzKZsNlsYqSjIDghvV6Pj5830+8Rs1AvJikpCWWpiV553iA1PSepJE5vTEGfW4X7gEA2b96MWq1mwYIF9OjRQ9Z45RATE0N8fLzcYXQpoaGhrF27ljfffJM1a9bg4uLCzTffzMqVK4Hm5cZWr16N1WplxYoVzbYxd+5c/u///o9XX32V119/nfnz59PY2MigQYP48MMP8fX17fDPtXnzZm6++eZO2W9NaB8O+Z9/6KGHLttVfdiwYQwbNoyjR49ecr2racDiyI7t3YXRaGTz5s2kpaVx1113ERsbK3dI16Q9OrYLwllGo5F///vfhIWF8cwzz3T5qbWC0B5sNhtfffUVOp2OVatWiRJ+glMxm82dundPWFgYJSUlcochCM2kpKQwcOBAucMQBKEVp06dIi4u7vIrdlM6nY7GKj2Rp7X25MNZBrWFr7/6kAHjhnDfffd12kGa7SEiIoKioiK5w+hyRo8ezVdffdXqsvPLjW3duvWS2/H19XWKUva1tbWcPHmS2267Te5QBBk5JAFxseSDTqdrMRth5MiRl9zW1TRgcWTH9q7gUk0KbTYb8fHx/PTTT9x8881dpiloe3RsFwRommK7Zs0aFi5cyNChQ+UORxA6BaPRyOrVq+nfvz9333233OEIQjM1NTV4e3vLHcY1USgUaDQajEZjp06kCF1LQkICs2bNkjsMQRBakZaWdtl7Md1ZYWEhgQYPkMwAWG02jpWc5EDhcXr5RXFb/1kEBIR26+QDgEajwWKxyB2G4OS+/vprbr/99i5xb1G4eg6d+5Kdnc2bb77JO++8w44dO3jiiSfw8PDg3XffbXOd3SttwAKO69jemVksFk6ePEliYiJZWVk0NjYSGxvLLbfcYj9opqSk8M033zB8+HBeeuklNBqNzFG3H1GGS2gPBw8e5Mcff+Sxxx4jMDBQ7nAEoVOoqKjg7bffZuHChQwZMkTucAShhZycnC7Rw6dXr17k5OTQr18/uUMRBKDpBp7o8yMIziknJ0eMRr4Es9mMy7kKzuwtSKDWUM/SEXegVWmo0tVgqNTLF6ATcXV1paGhAXd3d7lDEZzQmTNnqK6ubtYIW+ieHJqAeOWVVwgODkaSJN58801WrFiBh4cHr732Gt98802btnElDViE1lmtVrZt20Z6ejqpqan25+Pj49mzZw+LFy8mKSkJf39/nn76aby8vGSMVhCcj9Vq5dNPP8VsNvP88893qeScIDhSRkYGn376Kb///e8JDw+XOxxBaFV2djYDBgyQO4xrdrYRtUhACM7gzJkzhIaGitGOguCErFYrNptNXNNcgre3N3W2M/j9esusXF/F9TGj0Kqafme1dbWEDeghY4TOIzo6moKCAlHSS2jVF198IWbACwA4tHB5RkYG//d//0dRURH5+fncfffd3H333WRnZ7d5G2cbsOzcuZPRo0ezcOFCBg0axIsvvujAyLuW9PR0ysvLmyUfoGlWgMFg4MMPP2TevHk8/PDDIvkgCBeorq7mlVdeoWfPnjzyyCPiRF0Q2ig+Pp7//ve/rFq1SiQfBKd2+vTpLtE4sk+fPmRmZsodhiAATeWX2jrjXRCEjpWXl0dMTIzcYTi1yMhIKl31WCUbAFWNtfi5NpVrNFnMVJVXETNdjOiGpgREXl6e3GEITigzMxM3NzcxG1IAHDwDwmKxIEkS+/btY8CAAXh6elJVVXXFtWkv1YBFuLyMjAzKy8vtjyVJwmAwYDKZcHd3x2g0UlRURN++fWWMUhCcz8mTJ/niiy/4zW9+Q3R0tNzhCEKnYLPZ+PzzzzGZTDz77LOi2bTg9BobG7tE2QAPDw8aGhrkDkMQAEhKSuLJJ5+UOwxBEFqRnp4uZstdhkqlYsDIwSRVHiGkzA2LZEWtVFFZX01uXh6j75yKJsBN7jCdQkxMDD/88IPcYQgys1qtZGdnk5GRgdVqRavVsnfvXp5++mm5QxOchEMTEOPHj2f58uWkp6fz0EMPUVBQwDPPPMOUKVMc+bbCBUwmE3r9ufqE9fX1aLVavL29USgUGAwGKioqZIxQEJyLJEls2bKFrKws/vCHP3SJG1OC0BEaGxtZvXo1Q4YMYebMmXKHIwiXpdPp8PDwkDuMduPv709lZSUBAQFyhyJ0Y0ajEZvNhqurq9yhCILQirS0NB555BG5w3B6QUFBjF84lVPH09GlGkitPU1QSBDT770NjzAfucNzGqGhoZw5c0buMAQZWSwWtm/fTnV1NVVVVTQ0NKDX67HZbKSkpDBp0iRRklFwbALiT3/6E//5z38YMWIE9913H+np6QwYMECMhulgWq222cW1JEnNLggUCoVoqCt0O9XV1eTl5WG1WgkLCyMsLAyFQkFDQwPvvvsusbGxPPnkk+JAKQhtVFZWxr/+9S/uuOMOBg4cKHc4gtAmp0+fpmfPnnKH0W7O9oEYP3683KEI3VhKSgqDBg2SOwxBEC6ivr4eb29vucPoFNzc3OgzJI6ovj2YtfJ2ucNxSiqVCkmS5A5DkNGJEyc4ffo0J0+eRJIkJEmioqKCwMBAEhMTiY6O7hLlToVr49AEhIeHB8uXL7c/7tu3Ly+88IIj31JoRVxcHLW1tSgUihYHBoPBQEBAAMOHD5cpOkHoWBaLhT179lB+ppq6YisGnQmb+gThvX0ZNKw/n332GXfffTf9+4uanoLQVmlpaXz++ecsW7aM0NBQucMRhDbLzs6mV69ecofRbuLi4ti1a5dIQAiySkxM5KabbpI7DEEQWlFZWYm/v7/cYXQq5eXlBAcHyx2GU/Py8qKurk4ktrqhs7McziYfABoaGnBzc0OhUJCRkcHhw4dFAkJwbAKitLSUNWvWkJubi81ma7bsk08+ceRbC+fp27cveXl59OvXj9TUVPuIboPBgFKp5MEHH8TPz0/mKAWhY+zfv5/izGpyDtc1S8hlnTzBtu3beOPvr4qTcqHLs1qtmEwmtFrtNfdo2LlzJ0eOHBHlyoROKTs7mxtuuEHuMNpNZGQkBQUFcochdHOFhYVERETIHYYgCK1IT08XvR+vUFlZmUhAXEZ0dDT5+fliFnQ3ZLFYyM3NbXZvpaGhwV5l5WwSQhAcmoBYtWoVFRUVTJ06FY1G48i3Ei5BpVJx4403EhUVhZeXF/v378fPz4/Y2FhuueUWcTCVUXp6Oq+//jqpqaloNBomTJjAc8891+oN8IcffphDhw6hVp/bbd966y2uv/76jgy5U9Pr9RTllZBzWG8/QNokG4X6FFQKFd763pQWVokEhNBlNTY2kvjLEcpOFKA0SthcIHzEdQybOAqtVtvqa86eVFZWVuLu7k6vXr1wd3fHarXaBxOsXLlSNJuWwZYtW/jjH//Y7Dmz2Qw0lUARLk+v1+Pl5SV3GO1GpVKhUCiwWCzNzhe6OrEvOI/i4mJCQ0NFCUtBcFLp6emiT9cVKisrEzN8L0MkILovtVqNTqdr9pxCobCfB0iSRENDgxyhCU7GoVcmycnJbNu2TdzMcwIqlYpBgwbh5+eHRqPhwQcflDukbs9gMPDwww9z++23s3btWvR6Pc8++yx/+MMf+Pe//91i/ZSUFD744ANGjx4tQ7RdQ3l5OZX5BnvywWIzcro+gSDX6/B1CcNsMbF/2wn6De4tc6SC0P4aGxvZ8dEWfAqURKh/nR5tgvrtBWw7Vcyshxa0GCxQXFxMfHw8NFpRFhkx1DRwULOTvlOHsu/YQUaNGtWlRo93NvPmzWPevHn2x6WlpSxcuJCVK1fKGFXnYTAYLpp468x69OhBXl5elyotdTliX3AeiYmJjBw5Uu4wBEG4CDFD6cqVlZUxePBgucNwajExMRw9elTuMAQZKJVKIiIi7INqL9TY2MioUaNkiExwNkpHbtzLy6tLXth1ZjqdDk9PT7nDEGi6sde3b18effRRtFotfn5+3HHHHRw5cqTFugUFBdTW1oq+BNdIoVBg0Jnsj8sNuQS79cLXJQxoys431pnlCk8QHOrE/kS88sFN7drseS+tB9psE2lHk5s9r9Pp2LVrF+5VSthdgS2jHm2pFfIb+eDd9+nve51IPjgRSZJYuXIlU6ZMYf78+XKH0yl0tQbUZ51tRN1diX1BXklJSaIBtSA4KaPRiEajQal06G2gLqe8vJygoCC5w3BqQUFBlJeXyx2GIJPbbruNhoYG++zTswwGAzabjblz58oUmeBMHHrk+f3vf8+qVatISkqiuLi42Y8gj/r6epGAcBI9e/Zk3bp1zcqWbNu2jQEDBrRYNzk5GQ8PD5544gnGjh3LnDlz+Pbbby/7HjqdrtmPyWS67Gu6spCQEFBbgaYbFPXmCrw150qQ6Q31XNfzOrnC6xAmk6nF90Lo+iRJoighBw9N6z0a/Ny8ydl7stlzSUlJuCtcaDh4Bn4t6VlmqeZwYzoT3AdS8lMW5spGR4cutNHmzZvJysriueeeu+R64rhwTk5OTpdMQMTGxl5RAqKrHRfEviAfo9GIJEm4urpefmUn1NX2BUG4UGZmJn369JE7jE7HaDR22r9rHeX8cjtC9xMREcGyZcuw2WzU1NRgNpuprq5Go9GwfPlykcATAAeXYHrhhRcA2LFjB9D0R0mSJBQKBWlpaY58a+EidDpdl6p13FVIksQ///lPdu/ezWeffdZiuclkYujQoTzxxBP06dOHQ4cOsXz5cjw8PLjpppsuut3Jkyc3e7xs2TKWL1/e7vF3Fq6urgyf2JdtHx/HpjLhqfa3nywZzY1IZgUT53TtUXtr165l9erVcochdDCr1Yqi0WZ/LEkS/839iUXXzTi3jq75iJXS0lJUhSZ78iHXXEKRuYJJ7oPQKNRUGWqo2JtL2Px+HfIZhIuz2WysWbOG3/72t5cdZCCOC+dkZ2czfvx4ucNod76+vtTV1bV5/a50XBD7grxSUlI6df3vrrQvCEJr0tPT6ddPnLcJjuHv709VVRUBAQFyhyLIYNy4cfTt25cjR46wYcMGFi5cyMiRI/Hz85M7NMFJODQBsXPnTkduXrgKer1e1Hx0MjqdjlWrVpGamspnn31GXFxci3UWLFjAggUL7I8nTpzIggUL+OGHHy6ZgIiPj292AS5KosGUGZMoL9CxeetGglx7ojfUYzA0okbLQ0/ehk9Q6yPEu4qlS5eyZMkS+2OdTtfiJozQ9ajVanBTwq+DOSsM1aTX5lJvbsBL445NsqHxcmnxOut5JcvyzKVc7zb4vBFOYK0xdkj8wqUdOnSIsrIyFi1adNl1xXHhnJqami57UeTp6UldXR3e3t6XXbcrHRfEviCvhIQEZs+eLXcYV62z7QtVVVXccccd/PnPf2bMmDFA0w3mV199laSkJNzc3Jg7dy4rV67sVk3phYvLzMwUpVCu0NmyVcLlnW1ELRIQ3Zefnx8zZ87k8OHDzJgx4/IvELoVh56JREREoNfriY+Pp6ioiODgYKZOndqmiyHBMUQJJueSn5/PI488Qnh4ON9+++1FG7Z/++23LWY7mEwmXFxa3jA8n6enp/j/voBSqWT+vTeQlH2QYTFjqasyEB0Tzugb4/AOdJM7PIfTarXiJks31WviAM5sSMXf3Zd8fSlxPj3IrS9mkH9vyuuq6Hvr2GbrR0VFkXGi3F6rUYHCnnywSTZcVVq8Qn079kMIrdq2bRszZszA3f3yCVRxXGhiNpu79A25uLg4MjMzGTFixGXX7UrHBbEvyKuoqKhTD3TqTPtCQkICzz33HPn5+fbnqqqqeOCBB1iyZAnr1q2jtLSUhx56iODgYB566CEZoxXkYrPZyMrKIj09HZPJREFBAbm5ufTp00f0gWij8vJygoODL7+iQExMDKdPn2bYsGFyhyIIghNy6FEnLy+POXPm8Morr7Bjxw7++te/MmvWLDIzMx35tsIliCbUzqO2tpb777+f4cOH88EHH1w0+QBN/29/+tOfOHnyJDabjZ9//pnvvvuOO+64owMj7joOHDjA1Bsms+i303jwD7OZfs/QbpF86Eqys7N56KGHGDlyJFOmTGHNmjXYbLbLv7AbGzhmCIq+XpTpKinUlzApZBin6ws5U1OGx/Bg+gzt22z9AQMGIIW7YJVa/l6r9LUMDO2Dx6jQjgpfuISEhARGjRoldxidSl5eHjExMXKH4TDdtRG12BfkU1xcTFhYmD1RLTjOxo0befrpp3niiSeaPb9p0yZ69OjB0qVL0Wg0REZG8p///OeSs6WFrstms7Fz505OnjyJVulG4ckaFAY3vvs8ni0bvsdqtcodYqcgEhBtFx0dTV5entxhCILgpByagHj11VeZNWsWe/bs4euvv2bPnj3Mnz+f1157zZFvK1yCSEA4jw0bNlBcXMwPP/zAiBEjGDZsmP0HYNiwYWzZsgWA+++/n3vvvZdly5YxbNgw/va3v/H6668zcuRIOT9Cp7Vv374uWfe7u9Dr9Tz88MOEhYWxZ88ePv/8c77//nveffdduUNzaiqVihkPziN28Riq0WPxVFKFjoEPTWLqfbNb3DRyc3Nj9qK5MMSH8oYqjBYT5bpKKnU1DA6JY9CD16P2Fw35nEFhYaG4OL5C2dnZ9OrVS+4wHKZHjx7k5OTIHUaHE/uCfBISEto040a4dhMnTmTHjh0tyl0lJSURGxvLiy++yIQJE5g+fTpbtmwhNPTSgwVEQ/auKT09nYaGBgwVSuK/zCQ9KRup3p2KTDO7v0jhh/W/XPS1oiH7OaWlpeK40ka+vr7U1tbKHYYgCE7KoXPPT5w4wdtvv22f3qdUKnnssceYOHGiI99WuAS9Xt+maemC4y1ZsqRZndkLHTt2zP5vhULB73//e37/+993RGhdWllZGV5eXmI/6MQSEhKorKzkxRdfRKvV4u7uzu9+9zv+8pe/8Oijj4rRl5egVCoJ6hFK7LB+3Pr4/ZSuacAjxPuivzMvLy96TuxHva0B66Es9EojPcJjiHtoAh5DQzo4euFizj9eCG2TnZ3NbbfdJncYDqPRaLDZbNhstm5VZkPsC/JJTk4W9Z47SFBQUKvP19bW8tNPP/HSSy/x//7f/yM7O5vf/va3aLXaS5ZgEg3Zu6aMjAzctV4c3H0KbBINthqCNb0BcNN68v0Xe7l+5phWZ4GLhuznlJeXt9qjUWjJXqq1m517CILQNg79q6BSqVpky3U6HW5uotSJXCRJQqVSyR2GIMhm165dTJs2Te4whGtgs9nQaDTNGsIpFAoqKiqoq6tr9TVidN85aWlp9O/fH4AhQ4aQlJTU6npWq5UdO3ZQdiyfsBwtnip3+vn1Qq2DjX/5hOKfO3c5RTG6r3urqKggMDBQ7jAcKiIigqKiIrnDELoBo9GIJEm4uopZcXLSarUMGjSIRYsWodFo6Nu3L/feey8//PDDJV8XHx9PQkKC/Wfp0qUdFLHgSBaLhYK0arBJ2CQbZlsjGmXTPqpQKLDarKT+0voxYunSpc2+E/Hx8R0ZulOoqqoiNTWVU6dOYbFYRKnXNgoODqasrEzuMDq977//nv79+zerkrFy5cpW142Pj2fu3LkMHTqUm266id27dzdb/v7773P99dczdOhQFi9e3C1nyArOwaEJiKlTp/LUU0+Rk5ODyWQiOzublStXMnXqVEe+rSAIQqtsNhupqakMGDBA7lCEazB8+HBcXV35+9//TmNjI0VFRXzwwQcAGAyGVl8zefJkRowYYf9Zu3ZtR4bsVNLS0ujXrx8AAwcOJDk5udX1srOzaazSwYlaOO+aS6NSE+jpz8/vf4elqvXfd2ewdu3aZt+JC0eACl2X1WpFqVR2+dlS3bUPhNDxUlJSGDhwoNxhdHu9evVqMcDCZrMhSdIlX3e2IfvZn87SiFu4NJVKRWNd0/ehwpyDnyaq2XKFQkl9lbHV12q12hbfi+7CarVy9OhRzuQUElDlilRrxnqqjr079ojyQm0QExNDfn6+3GF0esnJycyfP59jx47Zf/7617+2WC83N5fly5fz2GOPcfToUZYvX87jjz9OaWkp0NQz6NNPP+WDDz7g0KFDDBgwgBUrVlz2uCAIjuDQBMRTTz2FxWJh9uzZDBkyhDlz5qDVann66acd+baCIAitOnnyJP379xdTQjs5b29v3n//fU6cOMGUKVN4/PHHWbBggX1Za8TovnMKCwuJiIgAmn5f9fX1rZ6EZmZm4l6haJZ8OEujUlNv0lO9v/NeYIjRfd1XYWEhkZGRcofhcCIBIXSUo0ePiv4PTmDhwoWcOnWK999/H6vVSkZGBp999hnz58+XOzRBBj169MCqMmK06TDadHirzpXObDTq8XMLxjtAzFq6UEpKCmE2AhLrtwABAABJREFUP0JOqlDnGFAYbARWuNKnyI/E7/ZjsVjkDtGpxcTEiEbU7SA5OblNif2NGzcycuRIpk+fjlqtZvbs2YwaNYr169cD8PXXX3P33XfTp08fXFxceOqppyguLubQoUOO/giC0IJDe0D4+vry6aefUlBQQGVlJRERERetWSkIguBou3bt4vbbb5c7DOEamUwmLBYLn3zyiX0E8xdffEHv3r0vWuKvu43euhij0YhGo2mWhIuOjiY/P5+YmJhm61osFjR6q/2xSqHEIllRK5rK+CkVShrLO2/ZIq1WK0Z5dlNdvQH1WYGBgZSXl8sdhtANFBcX2xPbgnx69erFZ599xhtvvMF7772Hq6srd911F4sXL5Y7NEEGAwcO5FRqNgeP7SHSZaD9nNlgasBoNNMr8jr6TwyXOUrnYjAYMNY04pKnBgksNgsqZdN5r0alJqjMldyUbHoPFT0hLiY6OvqyZd+ESztbtcHNzY1169ZhtVqZPHkyTz/9ND4+Ps3WzcrKIjY2ttlzvXv3Jj093b78kUcesS/TaDT06NGD9PR0xo4de9EYLixNK66bBJPJ1GyW5dWUL3ZIAiIhIYERI0Zw5MiRZs/n5uaSm5sLwKhRoxzx1sIlGI1G8UdD6LYaGxupra0lNDRU7lCEdvDQQw/xzDPPsGjRIlJTU/n3v//NsmXL5A7L6Z06darFSergwYNJSkpqkYDw9PSk0a3x3GOVOzprA75qL6Cpp5BnSPOTYEHoDLKzs7n55pvlDsPhFAoFrq6uNDY2iv5rgsMUFxcTFhbW5UuaOasLZzkNGTKEzz//XKZoBGei1WrxDvCg/4B+FB9vQEIPkgIft0B6Rg5hxpJBrTag7s5qamrw1mng14nB1Y11+LudO9cN9PEn41CWSEBcglqtpqysjLS0NPz9/QkODhbHhytUVVVF//79ufHGG3n77beprq7m2WefZeXKlbz33nvN1tXr9S3O8VxdXWloaGjT8ou5sDTtsmXLWL58+dV+JKELWLt2LatXr76mbTgkAfHII4+QmJh40dEWCoWCtLQ0R7y1cAk6nQ4vLy+5wxAEWezfv58JEybIHYbQDrRaLe+++y6vvvoqr7zyCgEBATzyyCNidksbpKWlteiB0r9/f3766Sfmzp3b7PmBAweyO/8nXJUKsEl4qzyo+zUBoTPqCfMMwnusGPEqdD5nzpzpNsnoPn36kJWVxaBBg+QOReiizg48EwTBuVRXV3Po0CFe/L8Xqa80kLKnAF21Gd8gd/pPDBfJh1YolUrM9UagqTSVv5sPc/qe619qkySkelGCqTWSJHHixAnO5BRhrGqgZPspclUWFOGuTJhxvbgPdQUCAwObJZLd3NxYuXIlt99+Ozqdrtmsfjc3txY9EA0GAx4eHm1afjHx8fHN3kcMZBaWLl3KkiVL7I91Ot0V91B0SAIiMTERwD7tR3AOOp3usn9oBKGr2r9/PytXrpQ7DKGdjBo1ig0bNsgdRqeTlZVl75dxlru7OyaTCavVikqlsj8fEhJCn8F9OVlxDNd0I94qdyrNtVRZXdBIKq5fdjNqf1E7WOhcbLampibdpRdQXFwc6enpIgEhOExSUhIzZ86UOwxBEC7wn//8h/vvvx+VSoVvsAcTF/WVOySn5+/vT54ujTBN06wHlVKFt+u5m7BnKksJjeweAxiu1MmTJ6lMKSIgy0aQzZvGojoCXX0xl5rYVfo9sx++FY1GI3eYnUJ6ejrfffcdTz31lH32iMlkQqlUtkgExMbGkpqa2uy5rKwse/+IPn36kJmZydSpTYk0s9lMbm5uixnxFxLli4ULtUcZLodcfRUXF1/2R+h4F2ZLBaG7KCkpwcfHB1dXcbNU6L5sNhsWi6XVE4eePXuSk5PT4vkRI0Yw8765+MzthUuUNzXaRobPHMvtb/8OnzFi9oPQ+Zw5c4bw8O5T87p3795kZWXJHYbQRRmNRgBcXFxkjkQQhPMdOXKEgIAAevbsKXconYparSZoYCT5ZUUtlukMDRTnFdJzpkjoX8hqtZKblo1Xlg1sEOTqR7mhCgCNQo0220TW8YzLbEU4y9fXl88//5x169ZhsVgoLi7mr3/9K7fcckuL67h58+Zx+PBhvv/+eywWC99//z2HDx9m/vz5ACxcuJDPPvuM9PR0jEYjf//73wkMDGTkyJFyfDShm3PIDIhp06ahUCiQJKnZ82efEyWY5FFfXy+mvgnd0q5du7jhhhvkDkMQZFVQUEBUVFSry4YMGcKJEyfo06dPi2UhISHMXDAL27yZvPLKKwx94MqmWgqCM8nJyekWDajPcnV1xWg02s+/BaE9JScni9k1guBkGhsb2bRpEy+++KLcoXRKA8YMJrFoHwmHjhMeFoZKpaK8ogJ9ZT3j75mONtBd7hCdTm1tLcoSM9iabo4Hu/mTWZtPP9+m5f5uPuT8kkq/UQPlC7ITCQ0NZe3atbz55pusWbMGFxcXbr75Zns1h2HDhvHyyy8zb948evXqxTvvvMPf/vY3nn/+eSIiIvjXv/7FddddB8CiRYuor6/n0UcfpaqqikGDBrF27VoxG0WQhUMSEDt37nTEZoVrpNfrxQwIodux2WykpaVx1113yR2KIMjq5MmT9OvXr9VlcXFxbN68+ZKvVyqVLQYWCEJnk52dbZ+G3l0EBwdTVlZGSEiI3KEIXUxCQgJz5syROwxBEM7zxRdfsGjRoi49M8lqtfLAAw8QERHBa6+91uo6hw8f5q9//StZWVl4e3tz9913s3Tp0stuW6FQMGLhRBomDCb3p1RM1Q30HBpL2JQ+ovToRUiShE1vBpoSEIEuvhwwnmi2jrXeJENkndfo0aP56quvWl127NixZo8nTZrEpEmTWl1XoVDw4IMP8uCDD7Z7jIJwpRySgIiIaP+yDG05yAiXptPpCAwMlDsMQehQKSkpDBgwQIz8FLq99PT0Zo2jznd2Oq/ZbL7kiBiVSnXZdYTuy2q1UlRURGFhITabDR8fH3r27OlU/acKCwuJjIyUO4wOFRcXR0ZGhkhAtIFerycrK4v6+nqUSiWRkZFERkZ2m54hV0KSJIqLi7tVSTNBcHaZmZnU19czbNgwuUNxqNWrV3P06NGL3nfKzs7mN7/5DX/84x9ZsGABGRkZ3H///cTExDBr1qw2vYd7qDf97x3XnmF3Wb6+vhiV55pza1UazLZzj6v1NUQM7F7nXoIgtOSQBETfvn0ve7PvSkswXe4gI1yeKMEkdEe7du3innvukTsMQZBdbW0tvr6+F11+9ibl2aZlrQkJCaG0tLTb3cAVLs9kMnHw4EF8XbyI0PlAgw1dZSOH8vcTO6SfU3xnJEnCZrM1a7beHcTFxfH9999z/fXXyx2KUysoKCA7O5vowAgCjC6YagyU5GaT7ZvJhOmTrrnxXldTXFxMWFiYGOAhCE7CarXyySef8PTTT8sdikMdOHCA7du3M3PmzIuu88UXX3DDDTdwyy23AE33p7766itRDcJBVCoVPcf1o+i/KQR5+QOgQIFNsmGz2aisrub62QvkDVIQBNk5JAHx8ccft+vJaFsOMsLliSbUQnfT0NCATqcjKChI7lAEQVZVVVX4+fldcp3BgweTkJBwyQREWFgYZ86ccYqbyYJzOX78OKFWXxQH6zBJeqBpIn4kbqSWJxJwRwBubm6yxlheXt4tjwfh4eEUFxfLHYZTa2hoIDs7m1j3aPQ7i2n8tdqcHxo0BQ0cqNrN5HtvlDdIJ5OQkCCaWAqCE9myZQtTpkzBx8dH7lAcprKykueff553332Xjz766KLrJSUlMX78eJ588kn27duHv78/DzzwAHfcccclt6/T6Zo91mq1IvncRkMmDEefV8Xp+Az8vP3wVLuTUX4ajUHBlAduwj3UW+4Qr4rJZMJkOlc+6sLviCAIbeeQBMSYMWPabVttPcicTxw4Wtede0CIA0f3tHfvXiZMmCB3GIIgu7S0tIv2fzird+/erF+//pLrhIWFUVBQ0J6hCV1AY2Mjhmo9inQTXNAmRAH4F2vIPJ7G4HHDZYnvrOzs7G7VgPoshUKBWq0W5dMuIScnh8iAMPS7ilt8hz1d3Mk/koFuWg2e4b6yxOeMkpOTufFGkZQRBDk0NDSQlZVFdXU1np6e+Pr6kpqayvPPPy93aA5js9lYuXIlS5YsoW/fvpdct7a2lk8++YR//OMfvPHGGxw7doylS5fi4+NzyRJMkydPbvZ42bJlLF++vF3i7+oUCgUT7plB7fXDObX9OEGpRXiE+jPvwUWdunH32rVrWb16tdxhCEKX4JAExNy5c9m6dSvTpk276EyItjSqvpKDzPnEgaN1jY2Nso8+lIs4cHRPBw8e5Nlnn5U7DEGQXVpa2mVr3qpUKjQazSWPFeHh4Rw+fNgRIQqdWH19PdoKm/3Grc7UQG5tEQOD+gDg6+7F6SO5TpGAGDeue9Zz7tmzJ9nZ2Vd0Pt2d1NTU0MMYaJ/5cLIim16+UbiomwYweXt6UfpLNp53jJAxSudhNBoBunSTW0FwVqdOnSI5ORkXlQeVeQZqKvI4kbuX+Qvmd+mSaGvXrkWr1bJ48eLLrqvVarnhhhuYMmUKAKNGjWL+/Pn88MMPlzwfjo+PbzZgUwxivXI+UQGMeugGPE6GkZKSIkvyQZIkdDodNpsNT0/Payq9uXTp0mY99HQ6XYv7jYIgtI1DEhC/+c1vgKYb/9dyELySg8z5xIHj4rryScmliANH91NcXIy/v7+4OBYEoKioqE09lAYMGMDJkycZMaL1m2yBgYGUl5e3d3hCJ6dWqzHWNABNf28TSlLZX3ScfgE9USlVmK0WFAabvEEC+fn5ly2/0FXFxcVx6tQpkYC4CLVajaGkwf44tSKTYHd/ewLCbLZAneViL+92kpKSGDRokNxhCEK3U15eTmpqKqpGbxJ3FyJJElXGQrRWf+LXn8SDQKYvbL9qFM5k8+bNlJWV2Uu/GQwGAH766SeOHj3abN1evXo1q34ATT0yJOmCKW4X8PT07LYVI9pbZGQkP/74Y4e/b15eHkd/OYw+swJJbwE3FQNnjGDYxFEolcor3p6opiII7cdhMyAAbr311mvazpUcZM4nDhzChcSBo/vZtWsX06ZNkzsMQZCdwWBAq9W2KQE9ePBgdu/efdEEhEqlwmaT/0ay4Fz8/PzQWQz2C/u0yhzGRwwlpSKLIcFxlFSWET2oh7xBAhaLpduWIIqNjWXXrl1yh+G0oqOjyctKI/DXJJrJasEqNf2tkySJ+ppaAqKC5QzRqSQkJDBv3jy5wxCEbic5ORkvNz/2f3caSZKw2ExUGPLo4z0OCdjy6W5GTx6Md2DXq3pw4c3s5557DoDXXnutxbp33nknDz/8MJs3b2bevHkcPXqUrVu38re//a1DYhXA29u7w8teZ2VlcWDjz3iesuAtKQEt1EDSe3uoPFXCzIfnd2g8giA0d+UpwCuQnJzMAw88wIwZM7jhhhua/bTFjz/+SGJiIkePHuXo0aPMmTOHOXPmXDL5IAiCYLVaycjIuGzNe0HoDk6dOkVsbGyb1o2OjiYvL++S66jVaiwWMRJYOEehUND/hmFkFp2msL6UcM8gxoQP5uiZFGp0ddSVV9NzpryjpdvSiL0r8/T0RK/Xyx2G0woNDcUUoKC2sR4As82MVWoaLXsqP5to11A8R4fJHKVzkCSJM2fOEB4eLncogtDt6HQ6SrN09oR/UcNJwt37oVAoUSqU2LCR9POlz+O6qmHDhrFlyxYAxo0bx7vvvssnn3zCiBEjWLVqFc8++2yb70MJ7aejBi5ZrVYS9h3BK9OKQmo+6MrP1ZvcHalUnC7pkFgEQWidQ2ZAnLVq1Sr69OnD3Llzr2q6k9B+LjfdUBC6kuTkZAYNGtRtS44JwvnS0tLaXCpDqVTi6elJfX09Xl5era4THBxMWVmZuPkkNHPdwN6Yp9XzwScfMjg4jrLKCmxGC5mnM7n5N4vQBMg7GjMnJ4eePXvKGoPcfH19qa6u7taJmItRKpVMmHE9h6p3k3ognbpGHXmlhVQYSol2C6P//eNQ+7vKHaZTKCoqEn//BUEmCoWChrqmHiySJGGyNuKp8T+3giRRX226yKu7lgtnPhw7dqzZ48mTJ4uSyzILCgqioqKC4GDHzyAsLy/HkluPy3n5DkmS7PcDvFw8SNp6iGkrxCwIR7NYLFitVqxW6zX13xC6HocmIIqKiti4cWO7TXdvbXqd0DbduQG10P3s3r37invHCEJXlZ2dzS233NLm9QcOHEhycjLjx49vdXlYWJgY/Sq06roZA9H+4s2kUZMwVTZwT/8wfik/js+Yy/cfcbTs7GyGDBkidxiyiouLIyMjg7Fjx8odilNSq9VMuHsGDdPqiP9/J4iMjmL4oKF4jg4TyYfzJCQkXLRMnyAIjhUcHEyJpmmGg8nWgIvqXINfq82CWumGX5CHXOEJQjNRUVEUFBR0SALCbDZja7AAKmySjf31KTTYDEzzGYFaoUKtUqOvrHN4HN2ZXq/n559/5vjx42RmZvLaa68xZswYJk+e3G1LoArNOXRawqhRo0hLS3PkWwhtpNPp8PAQJyNC16fX62loaCAwMFDuUARBdjabDYvFckU9cIYMGUJSUtJFl59NQAjChRISEhg9fgzRtw6m9yNjGbL4emoa6jq8BnBrTp8+TY8ePeQOQ1ZnExDCpbmHeqPw0hB8Ux98Z10nkg8XSElJEQ2oBUEmAwcOxD3YhiRZ0VtqcFf7AmCTbFRWlxPh25P+E8UAEcE5REZGUlBQ0CHv5e3tjeSqwGyzsLsukQhtEP3derC3LgmbJNFgaiAkUpRSdBS9Xs/777/P9u3bqaqqwmq1UlVVxaZNm3j//fdF+V4BcPAMiMcff5z77ruPMWPG4O3t3WzZq6++6si3Fi6g0+lEY26hW9i7dy8TJ06UOwxBcAr5+flERUVd0WtCQ0MvmWAICwsjISHhWkMTuqD4+Hh+97vfNXvuhhtuYOfOncyfL++Ud5PJhKtr976RHB0dTX5+vtxhdAomk0lcLLfCYDCgUChwcXGROxRB6JY8PDyYPe9Gvqn6H9nxRfhow6mur8BitBLlF8fcpWO6ZANqoXOKiopi7969HfJePj4+uPT046eUbQzziCVU21SarNFm4pAulR7WYAbOHd0hsXRHe/bs4fTp06jVzW8xu7i4kJycTEJCAmPGjJEpOsFZOHQGxF/+8hcCAgLEyHsnoNPpLlrPWxC6koMHD4ryEoLwq5MnT15xM3aFQoG/vz+VlZWtLj/bA0IQzldbWwvQYsDJ6NGjOXLkSIc1IWxNfX29GIQB9jq8VqtV5kicn9FoFL+nVpztsSUIgnz8/Pz4zRP3Ehnnz/QZUxg/YRz3LLmN3//9ZvqOFSO8Befh7+9PVVVVh7xXUVERx9KOM2zIMNxsWnsP1HBVADaTFcUwH9xDvS+zFeFqWK1WEhISWiQfznJzc2P37t0dHJXgjBw6AyI1NZV9+/aJBIQTEDMgnFN6ejqvv/46qampaDQaJkyYwHPPPYe/v3+LdePj4/nb3/5GQUEBYWFhPPPMM0ydOlWGqJ1XYWEhQUFBYmSe0K3ZbDaKi4uprq7m8OHDLUakt8XgwYNJSkpq9W+MSqWS9Way4Jzi4+NbbfaoUqkYOnQox44dk61ufE5ODr169ZLlvZ3N2VkQ1113ndyhODWj0YjZbJY7DKeTkJDAvHnz5A5DELo9q9WKm4crCx65Xu5QBOGizjaAPr8ZtCOkp6fz+eefs3LlSry9vclITCX9p+NY6o2ER/Tk5vn38u32Tfz0009Mnz7dYXF0VxaLBYPB0Oy5s2WA1Wo1CoWC+vp6maITnIlDZ0DExMSg1+sd+RZCG4kEhPMxGAw8/PDDDBs2jL179/Ldd99RU1PDH/7whxbr5ubmsnz5ch577DGOHj3K8uXLefzxxyktLZUhcue1c+dOpk2bJncYgiCbiooKdu7cSXF2AZa0WmoKKjj6VTzH9x69ou2cTUBcjFKpFKODhWYSEhIYOXJkq8tmzJjB9u3bOziic7Kzs0UC4leiD0TbiBkQLUmSxJkzZwgPF/XlBUFOJpOJ7OzsKy6xKQhy8PHxoaamxmHbP3jwIP/9739ZtWoVAQEBaDQaBo4ZyqLnH+DO15Yydfk8fKMDefDBBzlx4gRHjhxxWCzdlVarxc2teem34OBgSkpKsFqt2Gw2fHx8ZIpOcCYOTUDccsstPPjgg3z44Yds3LiRTZs22X+EjiUSEM6nuLiYvn378uijj6LVavHz8+OOO+5o9aC4ceNGRo4cyfTp01Gr1cyePZtRo0axfv36S76HTqdr9mMymRz1cWRntVrJysoiLi5O7lCcmslkavG9ELqGxsZGjh07Rg91KK4HdOjTyvHFk6gGP85sTuPEpoNt3lZAQABVVVX26csXCgoKory8vL1CFzq506dPExkZedGp1z4+Pri7u1NcXNzBkTXJyckRI/5/FRsbKxIQbSB6QLRUVFRERESE3GEIQrdVVlbG1o3fs+a1z1j790/JPFHI0YPHL3quJgjOICoqisLCQods+/vvv+fQoUM888wzuLu7X3JdpVLJihUr2LZtmzgPamcKhYJJkyY1mwWh1WoJCAigtLSU+vp6brrpJhkjFJyFQ0swffLJJwB8+umnzZ5XKBQsWLDAkW8tXEDUP3Y+PXv2ZN26dc2e27ZtGwMGDGixblZWFrGxsc2e6927N+np6Zd8jwvLYSxbtozly5dfZcTOx2w2U1hYSENDA0VFRQwZMsSh0zu7grVr17J69Wq5wxAcICsri1CfYBp3lYAE+fVniPFuqgUc4R9KxneJ9J80BE1A25oThoWFUVJSQlhYy3rCYWFhnDlzhtDQ0Hb9DELntGvXLm644YZLrjN79mx++OEHHnrooQ6K6pyGhgZRDvRX/v7+VFdXyx2GU7NYLPbSAcI5CQkJspVRE4Turri4mO++3knVKQVKhRv1dXq8pSg2rtlHTmoxtz80W+4QBaFVUVFRFBQUtGv/IEmS+OSTT+xJhbZe/2s0Gp588kleffVVli5dSmRkZLvF1N2NHz+etLQ0jh07hru7OwqFAhcXF1QqFe7u7q3e4xK6H4cmIHbt2uXIzQuXcXaqdFpaGidPnsTf3x9XV1dCQkLkDk24gCRJ/POf/2T37t189tlnLZbr9foW09pcXV1paGi45Hbj4+ObJZ60Wm37BOwEMjMzOXY0ibpiC1YDHMvZy7jxYygrKyM4OFju8JzW0qVLWbJkif2xTqdrtW670PlUVFQQqfej8deBcHl1Zxgdeu5k38XdldI92UTeMrBN2ztbhqm1BER4eDhnzpxh2LBh7RK70HlZLBby8vLo2bPnJdfr06cPn3/+OQaDAVdX1w6Krin50JHv1xl4eHiImbGXYDQacXd3FwmICyQnJzNr1iy5wxCEbkeSJPbvOUR1phKloqmAhdGqx1XtiZtGwZGf0hkzeSgxvUV5NMH5REVFkZiY2G7bM5vNvPvuu8TGxl7VqHp3d3eeeOIJ/v73v7N8+XLKy8vJyspCkiR8fHwYMmQIgYGB7RZvd6FWq3n44Yc5ceIEP/30E3V1dfj6+vLQQw+Rk5PD+vXrueuuu+QOU5CZQ0owvffee206aTebzaxdu9YRIXR7kiSxZ88eduzYQWpqKmVlZZw6dYoff/yRgwcPiqmaTkSn07FixQq2bt3KZ5991moJITc3txaNfQwGw2VHdHp6ejb76SoJiIKCAvb8eIS8fSaqcmxUFhow6qyUJCjY+NmPoqzQJWi12hbfC6HrsOnOlVmrMFQT6OrbbLml2tjmbQ0cOJDk5ORWl52dASEIiYmJbR4VPXnyZOLj4x0cUXOnT5++bHKku4mNjSUzM1PuMJyW0WjEw8ND9IA4j8FgQKlU4uLiIncogtDtVFVVUZ6rR/HrrRubZEWhUNlHfft4+bFr8yE5QxSEiwoKCqKsrKxdttXQ0MDrr7/O2LFjr6mkj7+/Pw8++CAvvvgixw8mosjQw7Faqg7k8923Wzh58mS7xNvdqFQqhg8fzjPPPMOf//xnnn76aQYOHMi8efNoaGhg586dcocoyMwhCQiNRsO8efNYt25dq01yi4qKWLduHXPmzLlovWDh2mRkZHDs2DEOHz5Meno6er2e7OxsDh8+zMGDB8nNzZU7RAHIz89n4cKF6HQ6vv3224v2L2jtZkFWVhZ9+vTpiDCdztGDx6hIlzibRytvyCPQPQaFQklZuoWjB47LGp8gyCEoKIg6qREAg8WIi0prvziVJAmDrgHfcP82b8/b2xudTtdqwjooKKjV47vQfZz9XsTHx7d5FtXEiRPZt29fhw6CEA2oWxKNqC/t7AwIs9ksdyhOIzk5mcGDB8sdhiB0SyaTCXPjueNmo7ked7WX/bFaraW6ok6O0AThslQq1RWd9+l0Oo4cOcIPP/zADz/8QGpqKiaTicrKSl599VUWLVrEmDFjrjmurKwshkcOYN8PP6NLLsV4uhZLei0u++o5sGE39fX11/we7cFqtbJ48WKee+65Vpc//PDDDBs2rNlPXFwcL774IgA2m41hw4YxdOjQZutcrpJGe1uyZAmJiYkcO3asQ99XcC4Oufu/ZMkSrr/+et5++23efPNNQkJCCAkJwWazUVpaSmVlJTfccAPvvvuuuCh0kKNHj3Lq1KkWz0uSREZGBocPHxYNGWVWW1vL/fffz9ixY/nLX/6CUnnxfOC8efP48MMP+f7775k5cybbt2/n8OHDPP/88x0YsXMwGo0Upleh4NwovKrGIvoFTgLAReNG0oEspsyYKFeIgiCL3r17E5+ZT5BNRV59MTFe56biF5YXE+EWjOfoluWULiUmJoa8vDx69OjR7HmNRiPKk3RTBQUF5KRmYc6rQ1dZT0luIbYaE/he/rUajYbY2FhOnjzZYbVgc3JyRJm5C/Tq1YsNGzbIHYbTKS8v59TxNAqOZ2OsaiD9lyRG9R1GeFy03KHJLiEhgXnz5skdhiB0Sx4eHii1NgCsVgsNxjosVgsWqxm1SoPB2EBkmCi/JDgvd3d39Hr9Zas3FBUVcejQIXxdvPEolrDUGck6eYJD8fs5lZ/NihUrCA+/9u96Q0MDZXln8MmU6KOJ5FBjOmPd+qNUKECSUKToSDpwjAkzr7/m97pWq1ev5ujRo0RERLS6/MKeot9++y2rV69m2bJlQFOixWw2k5iYKGs1jLP9Ol599VV8fX3FvchuymHTD3r16sVbb71FZWUlhw4d4syZMyiVSsLDwxk7diw+Pj6Oeutuz2azkZ2dbX8sSVKzrLNCobhs82LB8TZs2EBxcTE//PADP/74Y7Nlx44dY9iwYbz88svMmzePXr168c477/C3v/2N559/noiICP71r3912z/cDfUmewLCaGlAo3JFqVA1Wy4I3Y2rqyujp4xjX/lOkk9lMiQolsr6KioqKwlU+DL0kcmo/a+sFv7ZPhAXJiCg6UTSarWiUqlavlDoklJTU2nMqaZHoTsqhRc/1x1mQvAQ9r31PwbPGUPMDf0vu41Zs2bx0UcfdVgCoq6uTpxzXkCpVFJbW0tiYiLe3t7ExMSg0WjkDktWhYWFnN6fRmSFF5LVnwBXH3xt7qR+tJeaCX3oP2eU3CHKRpIkiouL2+WmjyAIV87b25uouAD2pqdjUxqxqU1gs1BlLERp1WBssDJ9wa1yhykIFxUZGUlBQQF9+/a96Domk4lDhw4RZPSkIb4Yc1POjSpDOUdqT3L92IntdhzS6/WYc+tRSxCuCaBRMpJuyqe/SwwAbmoXig5lgcwJiAMHDrB9+3ZmzpzZpvVzcnL405/+xAcffGDviZmcnExcXJxTlOJ2cXHhySef5PXXX+fxxx8nKCiI+vp6dDodWq0Wf3//NjcUFzonh9c/CggIYPbs2Y5+G+E8dXV1lJSUYDQacXFxoa6urkW2uaOnXAktLVmypFkz4AtdOD1t0qRJTJo0ydFhOT0XFxfcPF1o0NlQKpRUG87g53ruZMRoNhAeHCBjhIIgHz8/P25+ZCF7M48QFXcdqgYYOH4YfuOjrzj5ANC/f3927NjR6sjXwMBAKisrRdP3bqKuro76sloii13h12uDlLJMfjvyThTA8W/3ETGs52W/Z4GBgUiSRGVlJQEBjv1bbTQaneKCy5kUFBTw888/Y2owsvezbagNShTuaibfPoP+o7tniR2LxUJ2yil6VvmiUCowWc24q12RkOgb3YfjO5K5blRf3EK8Lr+xLqioqIioqCi5wxCEbqm8vJy6ujqsShM292o8VcGYJQMWyYCvlx/FpQUERwYSGi2ufQTnFR0dfdkERE5ODu4KVxoOlsCvyYcsfSGZDQXcHDSBiuOVVJwuIfC60GuOR6vVYtGZOVuRPloTzJHGc6UpzVYLbkaHVKtvs8rKSp5//nneffddPvrooza95uWXX2bBggWMHDnS/lxycjJGo5GFCxdSVFREr169eOqppxg+fPglt3VhT02tVtsu59Te3t4sW7aMN998k0mTJtHQ0EBxcTH19fWo1Wrmzp1L//6XH9AkdDyTyYTJdG6g79X0XZV3rxLalU6n48cff+SHH35Ar9dTW1trT0S4u7vb1zMajcTExMgYqSBcm2lzx1Jd29TMqsZQgp9r04mITbJRWVXOjYtE+SWh+zIYDPgG+DH64emMWDGdoDmxV5V8AHBzc8NkMrXajFU0ou5e8vLyCDV7w68TKovrywj2CECtVKFSqvAN8KNwV9tmV950000tZv45Qmvlw7qzmpoaduzYgbbMhn+RmurT5biVSbjmmvnh5S/J+uGE3CHK4syZM/g3uqP4NbNmtppx07hilawoFArCw8LJ/LF7/m6gqfzS5W5UCPKoqqpixowZHDrUsgFxWVkZ48ePF+XWOqn6+np27txJUmIqR3dmkBifgQt+VFfXUlFZTn19PdWVtUQH9MVcoyUvq1jukAXhoiIjIyksLLzkOpWVlWhKzPbkQ05DEfmGEm4MHINGqUar1nJmb1a7xOPj44O7nwc2W9ObqVFh5lxp2TqDjgEDO2ambmtsNhsrV65kyZIll0zanO/o0aOcOHHCXnrpLFdXVwYPHsy7777Lzz//zLRp03jooYcoKCi45PYmT57MiBEj7D9r16696s9zoYCAAGJjY/nuu+9ITEyktLSUhoYGamtr+cc//iGaVTuptWvXNvtOXE2JW5GA6CKMRiM//fQTVVVVJCQk4Ovra6/PbbPZMBgMQNMoL4PBwC233CJnuIJwTQYOi2Py3BGcKc3HaGnEYrFQU19JSWkhtz4wk8jrQuQOURBkk56e3uaT1bbo1atXs7J+Z4WHh1NcLC54u4vGxkZcLOcmzu4rOMa4yCH2x+4ebujK2tYEc8CAAaSnpzu8yW92djY9e/Z06Ht0JgkJCXgoXWk4eAY/hSdV0rkGiz4unsR/8D2WKoOMEcqjoaEBF+u577bJasFV7YL11xsT7i6u6Ku6b4PX5ORkBg4cKHcYwgUSEhK44447yM/Pb7HMZrPx9NNPU11dLUNkwrU6W4rG1eLP6b0GTieX46kJICo8htDwYHw8AwjyiaBHaBwebl74ePqx9/vjcoctCBcVFhZ22WsGFxcXGqv19sclxkqGeseiVDTdsrTaLKh0bW9mfTlT75pFRUMNFpu1WdmfusZ6gtz96DFDvuPe2rVr0Wq1LF68uM2vWb9+PTfddBNBQUHNnn/uued45ZVXCAkJwdXVlYceeojw8HDi4+Mvub34+HgSEhLsP0uXLr2qz9KazMxMwsLCUKlUFBYW2svFKxQKAgMD+fLLL8XxywktXbq02Xfict+h1ogERBeRkZGBQqEgMTERSZLQaDS4u7ujUqnstVtramqwWCwsW7aMsLAra0QqCM5m9p3Xs2jZFHr26E1IlB+jJg3mj+8+yvVzhsodmiDIKjU1tV1vFg0ZMoQTJ1qO/hUzILoXd3d3DKqmhIHO1EBFQzVRPufOJfT6BryC29ZrQaFQMGHCBPbv3++QWKurq8nIyODYsWMXbdrXHZWVlSHlNYAE7rjQIBnty1RKFXWN9dQdLJIxQnm4u7tjUJ5LhplsZtw1rlikpplfekMjHgHecoUnC71eT2ZmJklJSVitVlxcXOQOSTjPxo0befrpp3niiSdaXf7OO+8QGhoqrvc6qdOnT+Pl5kva3lIkqWmGt1KpotGoo6TuNMX1Gfi5nfu/VSqV1Fc3yhixIFyaRqNpdTb1+fr06YNOOvc9brQacVeeO/aYjCZCY9qvF1FE3xjmP3oHNquNSl01ZouZGn0dPXwjmf347WgC3Nrtva7U5s2bOXz4MCNHjmTkyJF89913fPfdd81KK53PYrGwc+fOVkvm/uMf/+DkyZPNnjOZTJc9rnt6ejb7ac+SpkVFRVRWVuLt7Y27uzulpaX2ZUqlEoVCwcGDB9vt/YT2odVqW3wvrpTDe0AIHaOwsJCKigp79rC+vh6tVkt4eDgWi4WysjLGjRvHvffei5+fn8zRCkL7yCk4xX2/XUSfPn3kDkUQnEZOTg533XVXu20vLi6OTZs2YTQaUavV9qbTISEhzU4Yha4tJiaGlLIkohSu7Mk7wuSYc015LVYLdVW1REyLa/P2pkyZwuuvv35V03cvxmAwsGfPHvSV9ajOmCg4eZqfP/ieHuPiGHfDRJTK7j3uRpIkbPVNN9oVCgUD1T1arGOpNtDdumaEh4eT7XYKX8kbpaKpB4Sb2pUKW03TIJ6SYmY8eLvcYXYIq9XKgQMHKM09g7rUTG5RHphM/LRlG5Nvmtbtm5U7i4kTJzJ37lzUanWLJMTBgwf53//+x3//+1/mzp3bpu05qta3cHXOnDmDrdKTXy/rsUgG0vMScXdzJzoojhCPHmilc+WVdfp6Yoe0b7mY9qj1LQjn02q19h6lrfHx8SFiRC8Kv0nC390Xg82Ei1LbdByuKSPO7zq8x7bvoJIeMwYQOaIXVfvyOPPdOm6ffzc+YyOvunRte7mwTOlzzz0HwGuvvdbq+hkZGRiNxlbLJZ46dYqjR4/yz3/+Ex8fH9577z10Oh0zZsxo/8DbyGazodc3zXbx8PBoMaBNqVRSWVkpR2iCgzkkAbFq1aoWz7m4uBAeHs7s2bOJjIx0xNt2a5Ik2Xdio9FIXV0d4eFNGWK1Wo2rqyv+/v4i+SB0KVlZWdxzzz1yhyEITuPCJMG1slqtpKWlUVJ8hs3/+AJbvQX/IH/GLJyCT1SAvdSf0PV5eXnhFx7A6apCMqvyuan39QA0GBvJOJ3JsNsmXtEFm6urK5GRkWRlZdG7d+9rjk+SJHbt2oW23Ip7oh6r1YbWrCKw3IX89UnYShuZdO+N1/w+nVlISAhFrjX2x96KczewrDYr3q5euAR6yBCZvFQqFbFD+pFZl0xEuRcmqxlfVy9MFhMnc08Rd+OwbtOA+sCBA9Sll+GZ3Ag2KK0sZYh3LHXfn2Zb8Wbm/HaR3CEK0KLExlmVlZX84Q9/4O2338bDo+378oWJ4GXLlrF8+fJrilG4egqFgoY6EyV1ueRVpuDp4keQWw8iw6NxdXGlqrYSLE3ZCYvVTH29juvnDm3XGNauXcvq1avbdZtC9xYREUFRUdElS2NOvHEyh2skUjcfwWg2UlJTBlYYEHAdA5dMckhiQO3vSvDcOIKyI9BMDEbtLW/yoS2GDRvGyy+/bJ/xUFBQgI+PT6vJnVdffZXXX3+d+fPn09jYyKBBg/jwww/x9fXt4KjP8fb2RqPRYDabKS4uJioqqtlyk8lESIgoqd0VddgMCL1ez86dO1mzZg2ffvqpqCXaznx8fFCr1VgsFsrLywkNDW1Wy85qtYqdWOhSqqur8fX17fYjWgXhfKdOnSIuru2j0C/FZrOxZ88erAUNRBsDMBXUE+URiiGvga+eWUvUlDhKS0vZuHEjHh4eDBgwQJS76eL69u1LQkICsSP7k64owlpvxsPbg0lPzsM3OvCKt3fTTTfx7bffsmLFimuOrbi4GEu9CVViHdig2lyHv6apbI6/mzeZ3x9n+A1j8QhrW5mormjEiBHknMxCmS6hRNFsWa2hnsm9xuAxKhQD3S+xGB4ejusMVzKOpVF0ugKT2UYdjQx5eDKhfbrHwCm9Xk9p7hl78kGSJGotenw1TVPsS/bnUjajmOBe7VcCQ2g/kiTxzDPPsHjx4iu+zo6Pj29WSkHMfpCP2Wzm9OnTHNx7BB9VBMOjZ6BRuWC2mMgrycDT252GhkZc3f2orq+ktqaWu5fOwze4fZPHS5cuZcmSJfbHOp2uXWcsCt1PVFQUBQUFl0xAKBQKxtw5lWHTx5D14h+ZOmoavuEBeIwKdfisBB8fH2pra/H2dr6SixfOfDh27Fizx7NmzWLWrFmtvtbX15dXX33VYbFdjf79+5OTk0NhYSERERHNZlfW19fj6el50XJTQufmkATEpb7gH330Ef/85z9Zt26dI9662xo4cCBZWVmUlpYSFBSEWn3uv7a+vh5fX19GjBghY4SC0L6OHTvGsGHD5A5DEJxKSkpKu+0XeXl5mOuNuKTqiXYPJUdXRJRHKGarhVJzFbW7EvAN8ECVpkftr+Zw5UF6DejD4MGD2+X9BedjsVhIS0vj5ZdfbpdZNuHh4eh0Ourq6q75gi8vLw+3Svi1bzDlphqCtL725VoXF/J3pdHvnrHX9D6dma+vL7NvncMPNZuoOVSMVqnGbLMiSTZGRw+h3wPjmy7wu2mpDX9/f8bdMIGs4hxGjx5NzZYt3Sb5AE1JPHWpGX7dh6rMdfhpzs388HLz4tT24wT/TiQgnNGZM2c4fPgwJ06c4J133gGabhq//PLLbNu2jbVr1170tVdby1loPzqdjm3btnH8+HHGjRvHrJtmUX5MCYqmY61GraVn2ADyi7OoKtcTPNDMoP59mDJ/BH4h7f9/J8pwCe0tKiqKAwcOtGldTYAb7uE+xCzpuPtXvr6+1NbWthiNL7Q/Ly8v0tPT6d+/PzU1TeUuLRYLdXV1SJLE0qVLReWWLqrDe0DcdtttrFmzpqPftlOTJIny8nJKS0tRKpVERES0mDLl4+NDcXExvXr1orq6GpvNhsViQafTodVqWbJkidiJhS7l2LFjPPzww3KHIQhOJTs7m9tuu61dtpWVlYV3tRqjBCGu/hyoSAIgrTyb8KAwqutq8NBB+ekSXM7YcFdCWkkiPXr0cMrRQ8K1++WXX5gwYUK7lfgCmDlzJjt27GDhwoXXtB2bzYZNd66RcF5jCdf7D7U/VtDU36C7i4iIYMkffktuSjbF+7JwNaq4LrYnvuOiZK957CwMBgMeHh6XbZjZ1UiShE1vBhSUGCs5WJ3ClIDm9aTNtWIfclbh4eEkJyc3e27atGksW7aMW2+9VaaohMupqKhg69atFBQUMGvWLG655RaUSiXl5eV8X/YzpelG3F09sVjNVFZVoDC48fjzi+g3TiQChc4lIiKCwsLCNq1rMBhwde3YcxIfHx9qamo69D27I0mS+Pe//82sWbMYPnw4iYmJHDlyBKPRyNixY5k6daq4b9mFdXgCwsPDQ9SMvgKNjY0cPHgQq9VKbW0t9fX17N27l5iYGKZPn26f6bBx40b69+/PrFmzSExM5PDhwxiNRvr27cv1118vdmKhS7FardTX1+Pj031LaQjChczmppuv58+AuxZWqxWpoalMi1KhJMjFj2/ydmC2WAhvNKNAwlfpSa1ZR6RrMNhAe8rIySPJjL1hQrvEIFxeTU0Nr7zyCvHx8dhsNkaNGsVLL71EcHBwu77P2R4LL7zwQrtud/jw4WzatIkFCxZcU2IjOjqaI/tP4wnoLY0oUeCuOnfxajQaCYoObYeIOz+VSkWvIbH0GhIrdyjtqr32BaPRiLu7e7e7XgkNDSVBYSanvpBCQyk3BY/DRXluBLSuUcfgHmI2tSC0h7y8PDZt2oTRaGTevHnNyh1BU5+Pe5feyskTmZz4JQuDTsngkRMYOaMP3oFuMkUtCFfP1dW1WWPzS6mtre3w63wfHx9KSko69D27o2+++Ybw8HAmTpwIwMSJE+3/Frq+Dk9A5OTk4O/v39Fv2ylJksSBAwew2WycOHECSZLsy44ePUplZSX33HMPhw4dori4mEcffRSFQsH48eMZP368jJELgmNlZmYSG9u1bpwIwrXKzMxsl2a+Z2m1WiTXczfgJgUPo6K+mrT600gKBcWGMkrMVfR0P9f3wU3lSllCLogERIdZvnw5Pj4+7NixA6VSyapVq/h//+//XbLcxtU4evQogwYNarXB3bVQKpWMHDmSI0eOMHbs1ZdHioyMJCHSHVNeNWn6XPp6xtiX1Rnq8df6EDixRztELDir9toXjEZjh4+8dAYuLi6cqM3ExWzlxsCxzXrJGcxGlFYlMTMGyBih0JqMjIyLLtu1a1cHRiJcjiRJpKamsnXrVry9vVm4cCGRkRcv86ZSqRg0vC+DhvftwCgFwXFUKhUWi+Wyg6Vqamo6PAHh6+t7yb+nwrXbvXs3tbW1oopFN+aQBERxcXGL56xWK0VFRfz973/npptucsTbdjlnM7AXJh+gKYN89OhRevXqxfbt21m1alWzCwVB6MoSExMZPnz45VcUhG4kNTX1ihtPXkpcXBxJNcdwVyjg12OQi0aLVlLjrfUiwN2TXr7N66QaLSbcTGJkXkdJSUnhxIkT7N+/316/+09/+hPl5eXt/l4//PADTz75ZLtvF2D69Om89dZb15SAUCqVzJh3Iz9WbOJ0fDH9XGPQGfXUNejwVrkz7dF5osRQF9ae+4LRaOx2tc9LSkp49913WXjHIkoT8ijdn4uXW1P/B12jDqVVyU2P3oomQPx9F4QrZbVaOXjwINu3b6d379789re/FdUJhG4pLCyMkpKSSybeAOrq6mSZASFKMDnOiRMnOHLkCE899ZS4b9mNOSQBMW3atBZfKkmScHV1Zfbs2SxbtuyKtnfgwAHefPNNsrOzcXNzY9asWaxcubLLj04qKSmhtrYWSZKwWq3k5+djNBpxcXEhIiICV1dX1q1bx5tvvtmsc7wgdHWZmZnccccdcochCE7l1KlTzJ8/v922FxERQWFEIWW98nHPtKFWKPF0caehQQ9Wif4BvVq8pkpXw7R+Y9otBuHSkpKS6N27N19//TVffvkljY2NTJo0iWefffair9Fd0GC4LY0m09LSiIqKcliTUk9PT/z8/CgoKLim5n+enp70mjSA0QodgaoopHozo/r0JHxKrEg+XILJZGpWFuHC70hn0J77gs1ma7dSdp1BQkICmzdvZtmyZU3lqkaNomxGMae2H8dca2BwjxHEzBjQLZIPXWFfEJyH0Whk586d7N+/n1GjRvHss8/i7u4ud1iCIJvIyEjy8/Mvm4CQYwaEj48PdXV1HfqeXZHJZCI/P5+GhgZ8fHyIjIykoKCADRs28Ic//KFd+8gJnY9Dzq537tzZ4jkXFxf8/Pyu+AtXVVXF0qVLeemll1iwYAEVFRU89NBDvPfee6xYsaK9QnZKCoWCiooK0tPTKS8vR6vV4uPjg0Kh4NixY1gsFsaPHy+afQrdSl1dHR4eHuLgJQjnsVqtWK3Wdh+1O3r0aArDwzkZnEJ1ehmSzsK4MePIPZ6JZLOBsmk9m2Sjor6KEBd/IqaK8mgdpba2loyMDAYOHMjGjRsxGAw888wzPPvssxctOzN58uRmj5ctW8by5csv+T5btmxx+HTpKVOm8PHHHzPx/7N33/FR1Pn/wF/bN713Qg0h9CSU0CGhg0hVOBABFbmvFEUORbBxnoq/U/EQC55n91Qs2AApggFpISQEAiQkpPey2Z7tn98fuSws6XU2m/fz8eChOzs7+57JvHdn5/0pEyaAMQZfX1+EhYXByallNz1PnDiB1atXw8fHp4MidTz79u3D3r17uQ6jTdorFzZs2ACdTofTp0+joqICp0+fRp8+fRASEuJwLfYsFgv279+PiooKPPvsszbfH/79guH/f91vkltHyAXCPaVSiUOHDuHatWuIi4vDiy++2K2KmoQ0JDQ0FFevXm1yPYVC0aYGKa0hEoms8+mR1rl58yauXr0KhUIBk8kEHo8HiUSCq1ev4tlnn233YVxJ19Mh34QhISFNr9RM3t7e1u7UjDHI5XLo9XqHnkfCbDYjOTkZhw4dQkFBAaqqqjB8+HCYzWaUlZUhICAAWq0WSqUSBQUFXIdLSKdKTk5GVFQU12EQYleysrLQr1/dHgltxePxEBoaWudHQHF8Js5+dARl+grw+DyImAD9vHpi+MOTqaV5J6q9Ybhjxw5IJBK4urriiSeewP333w+NRgMXF5c6r4mPj7fpydBU0SovLw8uLi4dekO/rKwMhYWFUFYp4COTQmzgQ1VahfjMkxg9eUyzr/kUCgWMRiMVH1po3bp1NhOgqtXqOjfn7V175IJIJMLFixdRXV2NHt5BcDKL4Z0nQObNK8gOycT4GZPA5/M7bZ86klqtxt69exEdHY1ly5ZxHY7dcIRcINwpLS3FTz/9hLKyMsyZMwdLly51uMIlIW0RGhqKQ4cONbkeF0MwkbYpKCjAmTNnUFRUZB0+3mw2IyMjA9HR0fRZSAB0UAHi0UcfxQcffGB9fPDgQcydO9f6ePTo0UhISGj29mp/HEyePBmlpaUYOXIkFi1a1OD6rRlewB6Ulpbi+PHjSEtLQ3R0NDZu3Ig33ngDzs7ONZOBMga9Xo/i4mJIJBL07NkTt27dQlZWFvr27ct1+HaNulQ7jqSkJKxatYrrMAixK6mpqe06/0NTgiaHYf7QHlAnFMNYWQ2xrzNcRgVS8aGThYWFwWKxwGg0WlsVWSwWAKgzd1QtV1fXFg2ldODAASxevLjtwTbAbDYjJSUFfURBiOT1wbn4MxgTOAxiAP4WAc6Wn8DctYub9cPlxIkTmDp1aofF6qi6ynVyY9ojF7Kzs2ta61mEUP2SDbNSD3OeBt4QoTSzGFeqLyBy4diO35kOlp2djQ8//BCrV69G//79uQ7HrjhCLpDOd+vWLfz0009gjGH+/PkICwvjOiRC7JKrqys0Gk2T68nlcnh6enZ8QKTdJCYmoqCgwHq9brFYcOvWLfTo0QMKhQIXLlzA9OnTOY6ScK1DmvEkJibaPN65c6fN49Z2bTp69ChOnToFPp/f6PBLkydPxogRI6z/Gup6bQ+MRiP+/PNPvPzyy/j6668RFRWFv//971i4cCG8vLzg4uICqVQKtVoNk8kEo9EItVoNZ2dnuLi4wNXVFT/++CPXu2H39u3bZ3NOUGumrslisUAulzt0DyhCWiMtLQ0DBgzo1PcUekvhOasP/FYMgsfM3lR84MC4ceMQGhqK7du3Q6PRQCaTYffu3Zg2bVq7zNdQXl4Og8HQ5Fi9bZGfnw9PiRu054sx0KsvbsiyrDeMhXw+BDerUZiW2+R2GGNISkpCdHR0h8VK7Fd75EJ2djb8XX1gkumAu2oW/m4+uHkwqea5LuzkyZP473//i6effpqKD4S0AWMMycnJ+Mc//oHjx49j+fLl2LJlCxUfCGkCj8ezNhBoiFarbfEQnO1BIBDQMEytYDQakZOTY9NYKDc3F76+vnB1dYVIJGrW0FvE8XXKYIR3tzxqbfcbqVQKqVSKrVu34r777oNCoai3a1ZLhxfgQl5eHo4dO4a8vDzExMTgiSeeqLd7uEgkgru7O9RqNaqrq+Hn5wdXV1frOJI8Ho8my2kG6lLtGLKzsztkmBlCujKz2Qyj0QiplAoA3Y1IJMLnn3+OXbt2YebMmdDr9YiLi8OOHTvaZfs//fRTu05sXh+FQgFRqQVggIAvQC+3IOSqitDbvWY4TxcnZ5Sey0aPgb0b3c7169cRERFB8wN1U+2RC4wxGG7Vf03N4/HAF/ChulAEr9ldr9ex0WjEf/7zH7i4uGDbtm2UJ4S0kslkwpkzZ/D7779j4MCB2LRpE83HSEgL+Pn5oby8HAEBAY2ux8WQPbUTUdNQni139wgjBoPBptFoc3q+EMfXKQWItnx4JCUlYfv27fj555+thQSDwQCRSNRgVbSlwwt0lurqapw5cwZnzpxBQEAApk+f3uTN1B49eiA1NRVCoRBCobDODSa1Wo2goKCODNshUJdqx3Dp0iVq3UrIXXJzc9GrVy+uwyAcCQgIwO7du9t9u0qlEiUlJQgP79hJxaVSKaqqSuGMmmvFEFd/lGpl1gKEwWCAm6bxlnJATS/ZFStWdGisxL61Ry5Y1LeH62RgYIxZf8eYzWZY5IaGXmq3Kisr8fbbb2PWrFkYM2YM1+EQ0iVVV1fj2LFjSEhIwLhx46zzzRBumM1mrF69GiEhIdi1a1ej6968eRP33XcfPvjgA8TExHRShKQhoaGhyM/Pb7QAwdV8AR4eHlAoFFSAaCGRSAQXFxeoVCrrXFl3/g0NBgPdsyQAOmgIpvY0YMAA6HQ6vPHGGzAYDCgsLMRrr72GJUuWdIkbyowxZGRk4J133sHrr78OgUCAbdu24a9//WuzWnJPmzYNRqMRZrO5znOFhYXw8PDAzJkzOyJ0QuxOWloaIiIiuA6DELvS2fM/kO7h0KFDNvN3dZSePXuislpufewpcYdCr7I+lsmqENq3Z6PbqO0l6u/v31Fhkm7A19cXSlZtfewidIbGVPNYrdPAnefc5Yaau3r1Kt566y2sXbuWig+E3MFsNqOqqgpyubzBeWIAoKqqCl988QV27doFb29v7Ny5E3PmzKHiA8f27t1bZ9jv+lRXV2PLli3Q6br28HmOpEePHsjPz2/w+cbysaN5enpCoVBw9v5d2YwZM1BRUVFnucViQVlZGebMmcNBVMTedEoPiLZwcXHBhx9+iFdeeQXjx4+Hm5sb5s2bh/Xr13MdWqNUKhXi4+ORkJCAvn37Yv78+a0aQ9nX1xcPPvggdu/eDYFAAFdXVxiNRpSUlIDP52P58uXo3bt3++8AIXZGrVZDKpVahx8jhNS4ceMGpk2bxnUYxIHodDpcv34dS5cu7fD3cnJyQsiIvij86QaCvQLgIXaD3KACYwx5ZQUIEnnDc2xoo9v4448/MGXKlA6PlTi2iIgIHM88Ct7/euN4Slyh0KsgYHzkFxQg2nsgXEYFchxl8zDG8OOPPyInJwc7duygIfoI+R/GGK5fv468rEKoSszQKHQwMT1i4oZh2IhB1vWKiorw448/Qi6XY968eVixYgVnrbKJrXPnzuHo0aOYMWNGk+vu3LkT06ZNw82bNzshMtIcPXv2RHx8fIPPazSaeocm7wzu7u6Qy+WcvHdXN3jwYMyYMQO//vor3N3dYTabIZfLoVQqsXTpUuqtTwB0UAGiuroaU6dOtT5WqVQ2j1tagQ4LC8NHH33UbvF1FIvFgtTUVBw/fhw6nQ5TpkzBc889B5FI1KbtDh48GO+++y5+/vlnnDx5EiaTCePGjcOCBQuo+EAcmkajQUZGBmQyGTIyMhAcHAyTyURFCIJr167hlVdeQXp6OqRSKWbNmoWnnnqqS/SMa0+MMeh0Ojg7O3MdCnEgx48fx/Tp0zvtZkvkhJHgV5qR9ksipE5SVKkVSM+8iZ7OgRj68MRGW50zxpCQkIDnnnuuU2IljksikWD0pDH4M/4UbuZmwqQ34oYmE2HCIER7RyB42ZAu0QNCq9Xi3XffxYABA/DEE0/QTVNC7pCUlISqQj1kqRIwCyCCM0QAjnyWhKIsGfoM87MO/Tx//nz6rW1nKisrsWPHDrz77rv45JNPGl33xx9/RG5uLl5++WW8++67zdr+3ePY0zDO7c/T07PRm/xyubzeeV47g4eHB3JycmyWGQwGGAy3h1+8+xwht91zzz0YPXo0jh07hoqKCowcORLTp0+nIa2IVYfcxXvllVc6YrN2SyaT4ffff8eVK1cwePBgrFy5En5+fu36HmKxGEuWLMGSJUvadbuE2KuioiJcuXIF7s5e0JVIkJ6Sg4i+Q3Dwp98wY87UBueAIY7PYrFg3bp1ePTRR/H555+jrKwMq1evhpeXl933jmtv+fn5repdR0hDTCYTzp8/j507d3bq+w6bH4OBE4ah/M9snD94AzMX3wOXUYFN3vC9efMm+vbt2+bGHoTU6jWoH+YuXIGz359AUXExJk+Y2axz0R4UFBTg/fffx/LlyzFo0KCmX0BIN6JUKqGQqVGaCrA7phZijIEJDfji648xtngkVq9e3e6/5UnbWSwWbN26FWvWrGlySN5bt25h9+7d+OqrryAQCJr9HpMnT7Z5vGHDBmzcuLFV8ZL61RbF75xj6U5KpZKzAkR9xZF9+/Zh7969nMTTFfn7+2PFihXIzs7GsmXLuA6H2JkOKUD07NkTI0aM6IhN2w2z2YykpCScOHECAoEAU6dOxaJFi1r0BUdILZlMhqVLl+If//hHg5NjPfLII7hw4YJN6/9//etfmDRpUmeF2Wn0ej1SUlLgZPHFpV8KwcwWVMnk0Ds541aBBj9UHMGKdQu4DpNwRKFQoLy8HBaLxTpOKJ/P75ZFKZr/gbS306dPY/z48Zxcz4h8nBA8fxBcr3nDZWqPZvV2O3bsGBYtWtQJ0ZHuQK/XQyKRwCnADQMXjELO4cPwmNmb67Ca5ezZszh+/DiefPJJeHt7cx0OIXYnPz8fZrkEzKIHAJgtZuRV3kBu5Q0EuPdEZK84hDr3pOKDndq3bx/EYjFWrlzZ6Hp6vR6bN2/G9u3bERwc3KL3iI+Ph6urq/Ux9X7oGF5eXqiqqqr3u4rrHhB3zwGxbt06rFmzxvpYrVbXKVQRQpqnQwoQa9euRVJSUkdsmnMlJSU4fvw40tPTER0djXXr1sHT05PrsEgXdunSJWzbtg15eXmNrpeamor//Oc/GD16dCdFxp2srCy4SDyQcrgQsDCoDVVwFXsBAEQCMa79mYeimeUI7k0/ELojLy8vrF69Gq+99hr+3//7fzCbzZg6dSpWr17d4GsctUv19evX8de//pXrMLok6lJdF2MMJ06cwLPPPstpHN7e3pDJZE1OKq3ValFVVdXiGwyENKS2AAEAPj4+KC8v5ziippnNZnz22Wcwm83Yvn07DVNJSAMMBgNMd4wEnZz7Ozyd/TExfCEEfCEU6irIK7XcBUga9dNPP6GsrAwjR44EcHtY7+PHj9tMSH316lXr/Dc7duywLv/rX/+K+fPn48UXX2zwPVxdXW0KEKRj1E5EXV8BQqFQwNfXl4OoADc3NyiVSptljvKbkRB70CFXqFzOXN8RDAYDzp8/j1OnTsHNzQ3Tp0+niahIuzhw4AD27NmDrVu3YvPmzQ2ul5+fD4VC0W2601dWVkJRZAEsDBaLGfnyGwh062t9XurkjEsnMhD8EBUguiOLxQKpVIrnnnsOS5YsQW5uLjZs2IA9e/bgiSeeqPc1jtilmjEGtVpNP5RaibpU15WYmIihQ4dab8Byxc/PD2VlZU0WIE6dOuWQvQAJd+4sQEgkEhiNRo4japxcLsfevXsxadIkygVCmuDl5YV8lg2AjypNGRhjCAuItD6vUisRNjiUs/hI43777Tebx9u2bQMA7Nq1y2b5yJEjceXKFZtlAwYMwPvvv9/gSAOkc4WGhqKgoADDhw+v85xCoUBYWBgHUQECgcDh7mUSYk86pABhzzfmy8vLcevWLWurx+DgYPTu3bve1kK5ubk4evQoCgoKMHbsWGzevBkuLi6dHTJxYBMmTMC8efMgFAobLUBcvXoVLi4u2Lx5M65evQpfX1+sXr26yTlBumqrb5FIBJWsChWaAuRWpaKHxwB4OQVanzebTKhWmjmMsOtyhFbfx44dw5EjR6w/RPr374/169fj5ZdfbrAA4YhdqouLi6nldxtQl+q6Dh8+jCeffJLrMODv79+slufnz5/H9u3bOyEi0l3cWYCwd2lpafj888/x6KOPolevXlyHQ4jd69GjB655psOSK8S1wjMY0Xu69TmjyQBllRpjZ3ePxl6OKCoqCjt37sS9997LdSikCaGhoTa9Vu6kUCjg7u7eyRHZL7PZjNWrVyMkJKROsa1WU0N1//vf/8bnn38OpVKJoUOHYufOnejbt2+92yKkI3VIAaK6uhpTp05tdJ3ff/+9I966UdevX4dSqYSvry8KCgqgUqlQUVGB9PR0TJs2DRKJBNXV1Th9+jTOnj2LwMBATJ8+Hf369ev0WEn30NwxRg0GAyIjI7F582b0798fFy5cwMaNG+Hi4oLZs2c3+Lqu2urb3d0dp1K+gNjkjuHBUyHk355clDEGlVqLHj0DG9kCaYgjtPouLi62KaIAgFAobHQSWkfsUk3zP7RNVynIdhTGGEpKSlBSUgKLxQK5XI7g4GC7yBM/P786rRfvlpWVhR49enTrvyFpf3cXIIRCIYxGo11Ncs4Yw+HDh5Gamort27dT4yhCmkkoFGL02Gh8nPJfuEq84CR2BWMMcrUMxUXFWPzwTLj7dr/5xLqqu2/GJicnN7huenp6R4dDWsDPz6/BhiYKhYKzOSAA+xvNZe/evUhMTERISEiD6zQ2VPeBAwfw+eef4z//+Q969uyJ3bt3Y9OmTfjll1/suuE4cUwdUoAQiUTYsGFDR2y61WQyGeRyOSQSCY4ePWrzwaLT6ZCVlQUej4eqqipMmDABzzzzTJdpAUUc34IFC7BgwQLr4wkTJmDBggU4fPhwowWIrtbq22Aw4IcffkBWVhamxE1G9hl1neJDSUURvCWBGDKpB4eRdl2O0Op7woQJeOONN/D+++9j7dq1KCoqwnvvvYd58+ZxHVqnunbtms3fkpDmMhgMSEpKgo+zJ3obfAGNBbt//R5jJ42HTCbjfALbxn6Y1jp69CjmzJnTSRGR7uLuAoSvry8qKioQFBTEYVS36fV67Nu3D0FBQfjb3/4GPp/PdUiEdCmenp6o0pZg4Yr5SEssgFZlQHCfQCx/Yhp8gqjVNSGdgc/nN3ijX6/XQyqVdnJEt0mlUuh0Ok5jqHXu3DkcPXoUM2bMaHCdpobq3r9/P5YvX47+/fsDALZs2YL9+/fjwoULGDNmTItjslgsUKlUAGrmzKDrENISHVKAEAqFWLhwYUdsutVu3boFPz8/HDt2zPphZzAYUFxcjPLycpjNZmzZsqXecegI4dp3331Xp7eDwWBoskjWlVp9X7x4ET/++CPmzp2LpUuXgjGGn8wncPbQFUidnGCxWKDT6OHtHILF6ydRC6VWcoRW32FhYdi3bx/eeustfPjhh3Bzc8O9996L9evXcx1ap1IoFPD09OQ6DNIFXblyBX0lQeBfVsPMlChUlsLd7IQoeShSDl/AxKXTOZ3I1svLC1VVVQ0+r9PpUFpaip49e3ZiVKQ70Ov1Ni0v/fz87KYAUVJSgnfeeQeLFy9GZGQk1+EQ0iUdOnQIM2bMwPgpYzB+CtfRENJ9ubi41DuXHdet8j08PKBQKDgvQFRWVmLHjh1499138cknnzS4XlNDdWdmZmLt2rXW9UUiEXr37o20tLRGCxD1DeWdl5eHW7duQSaTQaPRwGg0IiYmBtHR0W3bWdIltMdQ3t1mEmqdTofCwkJrbDk5OaiqqkJwcDCio6NRWlqKnJwcKkAQu6RWq/Hmm2+iV69eiIiIwKlTp/Drr7/iP//5D9ehtVlJSQk+/fRTBAcH47nnnrN+2fN4PCx8cBomz4hB4vEMaORGBIb4YPDEECo+EIwbNw7jxo3jOgzOlJaWNjlBLyH10Wg04OkZ+LfUwP8u147cPI3ZAyZDyBfAr1yKnNRbCIscwFmMfD4fFoulwefPnDmDCRMmdGJEpLuorwdEc+Yj6WiJiYn45ZdfsGnTpmYP30kIsaVUKpGUlIQXXniB61AI6fZCQ0ORn5+PgQMH2izn+l5ibQEiICCAsxgsFgu2bt2KNWvWICIiotF1mxqqW6PRwMnJ9t6JVCqFVqttdLt3j5Bw//33Y+LEiSgsLARQc60ukUhw5MgR5Obm2l0DdNL+2mMo7w4pQNjjxD8CgQAymcz6WCaTISoqylphNRgMXXIyVuK47pxIa9WqVdBqtdiwYQMqKysRGhqK1157DSNHjuQ6zFbT6/X44YcfkJ2djdWrVzc4ma53oBtmPEBVdULulJqaisGDB3MdBumCFAoF3FUia/FBqVPDYDYiyK3mpqaPmxcyE7gtQNRijNXbEu7MmTN46qmnOIiIOLq7CxB+fn64fPkyZ/FYLBZ8/fXXkMvl2LFjR5fvwUgIl77++mssXbqUhgwhxA7UV4Awm82c94Dw9PSEQqHgNIZ9+/ZBLBZj5cqVTa7b1FDdTk5O0Ol0Nq/R6XRNzh9151De1dXVSE5ORkFBQZ31AgICcOHCBYwdOxaBgTRHpyNrj6G8O6QAsXPnzo7YbJv07NkTeXl5NstqP9zMZjPUajUlDOHU3ZNj3TmRFo/Hw2OPPYbHHnuss8PqEBcvXsRPP/2EuXPnYtmyZZxfaBDS1Vy7dg0rVqzgOgzSBfH5fOjk1QBq5tdxlThj9YhF1udNFjOgMnEU3W1ubm5QqVRwd68Zk9tkMsFkMqG0tBR+fn6cd40njqm+AkRH94CwWCwwGAwQiUQQCATW5SqVCnv37sWIESOwfPnyDo2BEEdXUFAAlUrV4DjphJDOFRoaiiNHjtgsU6vV1us+rnh4eEAul3Maw08//YSysjJrY9PaAsLx48eRmJhos25TQ3X3798fGRkZiI2NBQAYjUbk5OQgPDy80RjuHMq7pKQEZrPZ+lxtL5Xaezj+/v44fvw4HnjgAZSXlyMrKwuVlZVISkpCWFgY539T0j7aYyhv7gb47WTBwcHw8vJCbm4unJycrC0fzGYzsrKy4O7uTmOXEdLBSkpK8Mknn6BHjx547rnnaKJ3QlpJJpPBx8eH6zBIF+Tr64tkdToCRTU/Bvg8PqTC25/FRWXFCA4L4So8K39/f5SXl8NiseDS6QRUphaBV23GxdJriJ0RB4vFQq1YSbu7uwDh6enZYTciDAYDUlJSUJxVCGOOCkZlNfwC/BGzZArKdDJ89NFHWL16NcLCwjrk/QlxVBaLBYWFhSgsLITFYoGTkxN+/fVXm3HQCSHcCgwMRElJic0yhUJhMw8TFzw8PKzDDHHlt99+s3m8bds2AMCuXbvqrNvUUN2LFy/G22+/jUmTJqFPnz7YvXs3fH19WzSSxt1j/+fn58NsNqNPnz4AauaVqKqqQkJCAuRyOaqrq6HX65GTk4Pi4mL06dOHir8EQDcqQPD5fEybNg0qlQq///47TCYTsrKyoNPp4O7ujqVLl8LLy4vrMAlxSHq9Ht9//z1yc3OxatWqBodbIoQ0rbKyEt7e3lyHQboooVCIwOG9kH0iD30CbSdxlqsVqCgsQ/Rfp3IU3W1+fn7IyspC0sGz8MzlI0DgDJPFDJ1SA92JYhyr+hkzHp5PPehIu7q7AMHn8ztkPGqj0YgTJ07AScaDR4oBYBIAEmizFNj9xMswh0rw1AtPUatBQlrIZDIhISEBzmI3iNS+0GtMuFGSBh7j03DLhNgRoVBo06oeAORyOecFCHsYgqkpLRmqe8mSJVCpVFi/fj1kMhmGDh2Kffv2QSQSNfv9PDw8bP5WSqUSVVVV1gKESqWCm5sbCgoKkJ2dDcYYtFotsrKywOfzUVVVBR8fH07n1SD2odsUIICaeSCWLFkCDw8PXL58GT169IC/vz+io6Op+EBIB2CM4cKFC/j1118xb948/OUvf6GbRYS0UWpqKoYMGcJ1GKQLGzhqCFIKVbh46hL8AvwhFAhQUVEBi9KA8atmQOTj1PRGOpifnx+OHTqKEVWhEApqLlcz1HkIcw2Ft4sHShIKkTc2C70G9+M4UuJIdDpdneG9eDxeg/ORtNaNGzfgxJMAKeXW+VhMFjPOyq5CIOVhZFVvOJtovgdCWio1NRUigwdundeAMS0szII/rpxA3JD7cD0xGz4+PvS7nxA7IZFIbL537aEHhLu7O+dDMN3t7p4PLRmqm8fj4aGHHsJDDz3U6vcPCgqCk5MTZDIZ+Hy+dWJrrVYLsViMkpIS9OnTB1lZWXVea7FYUFRUhOTkZMyaNavVMRDH0C37rms0GsyYMQN/+ctfMHXqVLoIIaQDFBUVYdeuXcjKysJzzz2HmJgYKj4Q0g6uXbtGBQjSZsMXjEXcM4vh0csHImcJho6PRtw/lsIzpgfXoQGoGXtWll8GIf92W5k0ZQ4i3HsDAHzdvJD6W2IDryakde7uAQEALi4u0Gg07fo+BQUFcCpj1uKDyqjBT4V/oLdLEGIDR6HSIIfmYknjGyGE2DCZTKgoqUJeksbacymz+DJ6+w2EUCCGJkeC1OQ0jqMkhNQKCQmxGe5IoVDA09OTu4BQ852v1Wo5jcHe8Pl8xMTEQCqVQqPRwGKxIDQ0FLdu3UJaWhoWLFiAqqqqRl9/8+bNToyY2Ktu1QOiVklJCcaOHct1GIQ4JL1ej2+//RYFBQVYvXo1goKCuA6JECvGGMrLy1FcXAyz2QxfX1+EhITYTPxp78rKyuDv7891GMQBSPxc0H/ZKK7DqJe7uzs01VrgfyPQaE06SPgiSAQ1rcKFAiH0iva9KUyIyWSCUGj786h2IurayRjbg8VigVltBABkqPJwueompgWOhpe45oTn8XkwVNANEEJaQqvVQllsqhn+Q69CQWUGcsvTMHXYMgCASCTBrSuFmBjHcaCEEAA1E1Hn5+ejX7+a3qwKhQIDBw7kNCZqMFk/b29vLFmyBJcvX0ZKSgpEIhHUajVeeukl+Pr6IiEhwXr9pNfr60xWrFKpuAib2JluWYCoqKiAr68v12EQ4lBqh1v65ZdfMH/+fDzwwANch0SIDaPRiIsXL8JF4AQvlRSoNkOeU4hbqTcRPX4U511+m8MexkYlpDN4enrChNvjzcqNKniLb5/7eqMBbiGUC6T93X3zwdfXF+Xl5daxjtuDUCiEXmjCkeKzcBU6Y1FoLAS824VwngUQ+zq32/sR4ugYYygqKkJC8hnIFXJIxS4I9emPKYMXg8+rGfTBYrFAqzE0sSVCSGcJDQ3FmTNnrI/toQcEaZhUKkVYWBiioqKwfv16vPfeezCbzRAKhXBzc4NKpYJQKLTOCVFLq9UiJCSEw8iJveiWBQiLxdKlWrsSYu+KiorwySefoE+fPnj++efrDF9AiD24fPkygpk3hJfVAKtpOe0NEdwsbkgoO4W4lXPs/rvh2rVrGDx4MNdhENLhJBIJxG5SVBv1cBJJIDeo4Cm+/WOmTFGBGffcz2GEpLvw8/NDSUn7DodkMpmwP/EgJnoORbCTbaMomVqBYJcAuIwKbNf3JMTRmEwmXLt2DQkJCcjLy0Pv3r3h5eGL4SFTIRLWnUOlSlGBoF7BHERKCKlPfUMwubu7cxjRbe0995OjKC4uRnBwzefoxIkTcfr0aSxbtgxz5szBm2++idDQUCiVSuuE00ajEcXFxVi7di2XYRM70e0KEGazGXx+t5z6gpB2p9Pp8O2336KoqAgPPfQQAgPpxzKxT1qtFiaVAcIMtXXM7VoivgAeRXzkpN5Cv+Hh3ATYTKmpqZg3bx7XYRDSKfyDAqBy5cGQqYLcoEYf12AYzSaUKSrQf+Zw+PejG0mk4/n5+eHq1avtsi2dTodPP/0UjDEsvn8J9NkKmNONEPB4sDALKtVyMK0Jo9bPhdBb2vQGSbcmk8mwdOlS/OMf/0BMTAwA4MiRI3j33XeRn58PT09PLFq0CI899pjD/P7VarVISkpCQkIClEolBg8ejJkzZyI0NBQ8Hg/Z6fn477+OIaxPBAT8241KNNVqFOQW4v6NsRxGTwi5k0QigcFwu1eSyWSCSCTiMKIarq6u0Gg07Tr0oqMoLi62DrE9aNAg7N+/H4wx9OnTB4sWLcL+/ftRVVUFDw8PyOVy6HQ6PPjggzQsNwHQDQsQNPwSIW3HGMO5c+dw8OBBLFiwACtXruQ6JEIaJZPJ4KYUWosPGkM1Eoquwk3sDDexC6RCCTL+uIo+Q8Ps7ke6XC5HdnY2tFot0tPTsXTpUq5DIqRTBAQEYPT0iVAWyXDyw8sIcQmGzpePiY/MQ+jA9hsOh5DG+Pr6oqKios3bSUtLw+eff44lS5YgKioKjDHk5OQg3fs6NDcrAI0ZYYMHYtA9o2j4JdKkS5cuYdu2bcjLy7MuS01NxVNPPYW33noLkydPRnZ2NtauXQtnZ2c89NBDHEbbNuXl5UhISMDly5chEAgQHR2NNWvWwMvLq866fQaEIm7eaBz66k+4erhCLBZBrVLDqGW4b91seAXQDUVC7IlQKITRaLSLwkOt2pvnVICoq6ioCAMGDABQM7l0r169kJOTgz59+iA2NhZDhgzBzp07ERYWhoCAAIwfP77ez2rSPTl8AYIxBrVaDcYYXF1dUVJSQtU3QtqgsLAQn376Kfr27YsXXnihzgRDhNgjgUCAapUeQM1NnTJtJfIURRjo2w8FyhLIqpUo08mQ+MoNMHa7i4SLiws8PDzg6elp88/DwwMeHh4dfrF85coVqErl8NO7QqwWwA1OSL2YAs8gHwwZMqRD35sQrvn5+aGqqgqRY6PgfdwfK5/9P+oOTzqds7MzqqurW/16o9GIr776ClVVVXjmmWesNzR4PB769OnTrnNLkO7hwIED2LNnD7Zu3YrNmzdblxcWFmLZsmWIja1p5d+vXz9Mnz4dFy9ebLQAoVarbR6LxWJOr+8ZY8jKysKFCxeQnp4Ob29vxMTEYMuWLZBKm+4ZNHb2EAwe1Q+XjmdCVqaCf5AXhsf2hruvUydE7xgMBoNNy/S7zxFC2ktQUBCKi4vRs2dPrkOx8vDwgEKhQI8ePbgOxe6UlJTYjHoxadIknDp1ynoto1AoMGbMGJoPlNTLoQsQBQUFuHHjBqqqqqDT6WAwGGAymRAZGcl1aIR0OTqdDt988w3Kysrw8MMPW8f1I6Qr8PX1Ra72Ovxwu1VpgIsPRocMBQBkl+QhcGBP9F860vo8YwwajQYKhQJyuRxyuRylpaVIT0+HXC6HQqGAyWSyri8SieoUKmqLFZ6ennByatkP3/z8fKgzKuFfIAKYFjfLM9BXEIiA60KUKcpQ4FlAF8bEofn5+aG8vNz6mIoPpKPdWYBuD9nZ2fjoo48we/ZsjBs3rl23TbqvCRMmYN68eRAKhTYFiJkzZ2LmzJnWxzqdDn/88UeTQzdOnjzZ5vGGDRuwcePG9g26CUajEampqbhw4QKKiorQt29fjB49GkuXLm3V/Fzuvk6IXTa0AyLtHvbt24e9e/dyHQbpBkJDQ1FQUICgoCAIhfZxe7K2AEHqMhgMNvN9hoWF4bPPPrPOmZGenm7tIUHI3ewjwztATk6OtfgA1HTtEgqFOH/+PAQCAcaMGcNxhIR0DYwxnDlzBr/99hsWLlyIESNGcB0SIS0mEongN6wnCk8UIcTHtnimqlajqqQSYzbOtlnO4/Hg6uoKV1dXhISENPkeer3eWqxQKBSoqqpCfn6+tXih1+tttl1bmLj7v56ennB1dUXm1XQE54mB/91zzZLnY3TwMIAx+OQLkelykwoQxKH5+/sjISEBer3errrmE8fUWPGBz+fDbDY3+0ao2WzGjz/+iMzMTDz55JM0/ABpV35+fk2uo1ar8fjjj0MqlWL16tWNrhsfH28z1Ehn9X5Qq9VITExEYmIitFothgwZgnvuuYeubezAunXrsGbNGutjtVpdp1BFSHvo0aMHLl++jAEDBtjNBNQeHh42DWBIjfquk3g8HsLDw3Hz5k0MGDAA6enpmDhxIgfRka7AIQsQZrMZt27dglwur/e5kpIS5ObmolevXp0fHCFdSEFBAT755BOEh4fjhRdeoBtApEsbNiYSl4pUuPxnKoxSC9Q6La7fSoNJbcDE1bMg8mlb13yJRAJ/f3/4+/s3ua7ZbIZSqbQWJxQKBbKysqz/r1KpUJZdBGdW08LESShFmaYS88JqhlUQ8PiozpS1KV5C7F1tD4iysjLqdUc6VHV1NQoLC6HX6yGTyeDt7W3zvI+PD2QyWbNu/BYVFeGDDz7AxIkT8dRTT1HPHdLpsrKysGnTJvj4+OCzzz5rchzz2sYWnaGkpAQJCQm4cuUKRCIRRo4cibVr18LDw6NT3p80D9fDcJHuIzQ0FL/++isUCoXdfA54enri1q1bXIdhd+q7PmKMoX///vj6668RGxuL3NxclJaWwtnZ2W56tBD70SXOiLS0NLz22mu4du0aRCIRxo8fj23bttU5+WuVl5dDr9fbVOhquwSZzWYEBQXh5MmTTbYGIaS7qq6uxjfffIPy8nI8+uijzbqhSoi94/F4GLl4ErTjI3Fq/zHw9eUYPD4KAZP6Qejd9JjC7UkgEMDLy6vRVrG/vvoVBjiFgjEGnUkPC5jNjSyTytDgawlxBO7u7lAqlXXGmyWkvVgsFly7dg26Ki2clHxItHxkHU/FDS8gesIo69B5tcWwxgoQjDEcPnwYly5dwmOPPUbXToQT8fHxePLJJ3H//fdjy5YtnN8AslgsyMzMREJCAjIyMuDn54eYmBjMnDnTZhgPQkj35OLiAq1WC4VCAU9PT67DQVFREZKTk3Hp0iU4Oztj6NCh6NWrF/h8Ptehca64uNhmPl3GGBITEyGVSqFWq6FSqSAQCHD16lVkZGRg+vTp1ICV2LD7AoROp8MjjzyC+++/H/v27YNGo8HTTz+N7du34/3336/3NUaj0WZcbqVSidzcXOuEnSKRqN7eEYR0d3cOt7R48WJERUVxHRIh7c450B19Zg6BMsWMkAWDuQ6nQS4erqhW6+AklsJJZFsg0eqr4eFlH62ECOkoPB4PjDGUlJTQkBykQ9y4cQMuCgGCclxRpVXCxSxG72ofaBTVOF96EpOXzwKfz4evr2+jwzFUVlZi3759GDJkCHbs2EE3KggnLl++jPXr1+PFF1/EkiVLOIvDYDDgypUruHDhAsrKyhAWFobRo0dj+fLllBuEkDr4fD6qqqo4H4LpzJkzuHnzJpyYGNVlKij+yMdvpzLQY1Q/zFkyr1Xz0TiSoqIiBAcHWx8XFBRAJBLBbDbDYrHgyJEjcHJyQnFxMbRaLTQaDe677z4OIyb2xu4LEEVFRYiIiMD69eshEAggFouxdOlSPPXUUw2+xs3NDUaj0frY1dUVZWVlKC4uBlBTkPDx8enw2AmxJzqdDqWlpbBYLPDx8anzBZ+fn49PP/0UAwYMoOGWiEOrzQW5XA6lUsn5xW5DIueOwcn/9wMi+g6ASHD769poNiEzNwtTty3mMDpCOp5er4dOp0NaWhpNaEfancFggLJMjoB8T4ABBrMBYkHNtY+L2AnuxQIU3MhB6KA+EIvFuHr1Kvr164fAwEBrq3LGGOLj43Hy5EmsXbuWCmWEU++//z5MJhNefvllvPzyy9blI0aMwIcfftisbej1epSVlcFsNsPLy6vZQ6IolUpcvHgRly5dgsFgwNChQ7Fo0SKb1rKEEHI3i8UCFxcXJCYmYtSoUbBYLJwUKvPy8nDz5k24yoVQn82HwVANk0YFKYDsm5dw3uSC8Sumd3pc9sBgMKC0tBRpaWmIi4uzLs/NzUWPHj1w6NAhBAQE4MyZM4iJiQEAODs7488//0RcXBzdeyVWdl+A6Nu3b50LpiNHjmDw4IZbrQqFQkgkEmg0GhgMBpSXl0MkEoHP58PT0xPp6emctgohnc9gMMBguD1ciVqt5jCazsUYw+XLl1GUVwptOQ96jQlGVo2Q/l6YPG0CzGYzvvnmG8hkMqxbt65Z4xsT0hUxxnD9+nWoK5Qw5ihhKapG2sFLMPuLED1hlN0NBeDVyw+jFk9G4jfxkLo7w0nihOrqauhUWsT8ZQo8e/pyHSIhHYIxhitXrqAwMx9MYURGXhpuCHogv38Oxk+fBKm0c4dMI45JJpPBSysF/jdiq8FshFh4e8zzQC9/XDl2CWmFmdDINMhPzUKq6hwSLHoMmToCgWEh+OCDD9CjRw88//zz3b5lJOFGenq69f8bGh2gORhjuHHjBirL5GBKJxh1Fqh1WXAPEmLsxNH1fu4WFRXhwoULuHr1KpycnDBq1Cj83//9H9zc3FodByGk+ygtLUViYiLMOhOuX70GP7kTKs7lIGb+ZPQc3LdTY7l8+TLchS5Qns0CmPXSAADgJnZB0v4/MXrWBMC+fi52KMYY0tLSUFpaCoPBgKysLPj6+qK0tBTjx4+HxWJBTk4OGGNwcXFBQECAzee/RCJBQkICZs+ezeFeEHti9wWIOzHG8NZbb+HkyZP44osvGlxv8uTJsFgs6N+/P0aNGoVRo0ZBLBYjJycHnp6eGDRoEE6ePAmDwYAZM2Z04h4Qruzbtw979+7lOgxOpKSkoOhmFYpT8b95UQQAXHGzUI7EC3uhtVTRcEukW7h+/TqkMiAg1x23ZHJI9QL0NfhDnanFueITmLxilt1NFhoaF4GgyN4o+uMmNGVKuPp7IGhK/06fs4KQzpSamorK1EL4ZjD4Gl1RpCtGkNwV1eeUOF70C+asXUzDeJA2Y4zBor09ZKu/iw/G9bx9LaQ3GZB2Kx1x4dNRfaMa1TINvD2l8IYUB/fsR76TDI9t2YiwsDAuwiekXaWnp0NVYoYy3RWwMAB8COEDWWU1fin4HYtXzQZjDDdv3sSFCxeQlZWF4OBgjB49Gvfccw/1nCaEtIhCocCFCxcQZPZCVaEEp9RVCNR5QGoU4+Q/DyB25Rz0nDqw0+LRarVAltpaeZDwbG+Vms0myM/lw2lKcD2vdkw3b95ERUUFiouLa+Yk1OkA1Iyc8cMPPyAkJAQqlcq6/vDhw21ebzAYoFQqOzVmYt+6TAFCrVbjmWeewbVr1/DFF1802hU/Pj4erq6uuHr1KuRyOTIzM2E2m5Gbm4uQkBBIpVKEhobi4MGDGDVqVKOTgBLHsG7dOqxZs8b6WK1WY/LkyRxG1Dn0ej0KckpQkgrcMSc7VDoZbhSfg4TvivV/ewgDh/fnLkhCOoHBYICqXIGAPA/bJi0AXKXOcC4AitLzEBLRi5sAGyH0lqLnomFch0FIpzCZTMi/mQPfDAAWwEPsCg+xKwDASSiB8noFcq9loc9QuulL2sbLywtp2iz4o+b8kgjFCHS73Qs0Oesq+vTuC31CGfiMDwYGvdmA40UXIBYIMaK6N3p705BLpOszGo0oLayA+qb7/4oPtwkEAlxPycErL70Ko8WAAQMGYOLEiVi1apXdNdoghHQdV69eRaC7H7SH8+EtrhnqTSoQg8/jI9g7EAmfn0BwVJ9Oa3QlEAigV94eMWOE0Pb+CA8AUxjRXZhMJhQVFaGkpASMsf81ZK0hFotRXl4OLy8v6PX6el+v1+thNBrh60s99sltXaL5WF5eHhYvXgy1Wo3vvvuuyXGAXV1d4erqCovFAi8vL7i4uMDHxwdOTk7WcSz5fD5cXV1x7ty5ztgFwjGxWGw9L2r/dQcVFRXQljNr8cFsMeNa0RlklF3C0JDJGBg8BgknbnAbJCGdoKKiAl4aaZ3iQ60gH3/knKZcIIRrlZWVEJSaAEvNY3eRK7wkt+dp8XH1RMaJKxxFRxyJVCqFU18vVChldZ7TGw24mXcLvfx7WM9FMzNjf/ZRDPEKw/SQsRCJxSg/nd3JURPS/mQyGUwKibX4YLaYkVZwCUcvf4XfU76FQMiDv1M/7Ny5E8uXL0e/fv2o+EAIaRO5XA7kVwMMcBZI4SV2B59Xc3tSLBRBa9ZBnVDcafFERERAK2jgZrrJgEA3P0h8XTotHq7JZDJotVpr4UGn09kMxefl5YX8/Hw4OztDo9HYvFav1yMrKwteXl6Ijo7u1LiJfbP7HhAKhQKrVq3CmDFj8PLLL7eoyz2Px7OO9c/j8TBq1Cib7qF8Ph9VVVXtHjMh9oIxBp3aCKBmTGMLMyHQow98XGq6DhpNBmiUOg4jJKRzMMbAqs3Wx0Fu/nAS3r6I4vP4MCnqv+gkhHSemlw1ofYSNcTFH64iJ+vzPB4PJvreIu0kctwInMs/gbKMdIT4BUHAF6BcXomSgmL0Hz8EPNPtqvWEgGgEOHlDIqi5puLxeDDKqrkKnZB2Y7FYoNfe8XvBYoJYKMXkwQshEUlhMhtRqszlNkhCiMMxq2t6FPB4PMwNHl/neZOs8673IiIicH1QKipv3oST8PZED0azEXqTAVEhg+EyKhA6mBrZiuO4c8glABCJRAgPD7c+5vP5UKvVmDFjBqqrq3Hq1CmIxWIYDAaYzWZ4enpiyZIlNNoMsWH3BYgffvgBRUVFOHz4MH777Teb55KTkxt9rbOzs03S3HnyM8agVCoREBDQvgETYke8vb1hsFSj9geFSCCxFh8AQKmSY2C/PhxFR0jn8fLyQoYmF75wBgA4i6RwFt0uQJRXVcA3iCZgJ4RrXl5e0MEAoCY/RXwhfKW3r9+qNHKE9O/ciQmJ4xIIBJiwfDoqc0qRffIajHI9fHr5InLtFFzOSoUuTWHtLt7TNdD6OsYYjDoD3IPohzXp+ry8vKCuzoQLalr3ioQS9A0cbH1erpTBP4CukQgh7cfZ2RlMevtmfoDUx/r/JosZYggh8nGq76UdQiQSYcFfFuEP42Gk/ZwIC7MADPBz8cbkfjEI+cuwmuGg/tfA2dF5enpCrVZbG3ALhUJ4enpan5fL5QgICIBQKMTixYsxZcoUJCQkQKlUwtfXF9HR0VR8IHXY/RBMa9asQXp6Oi5fvozk5GSbf03p168fLBaLzXhltcrKyiAUCjFixIiOCLtDGQwGvP322zAYDE2vTAB032Pm7OyMPkMCodXV/aI0mgyQyaoweb59dovrrn+z9kLHz5azszPEvd1RpVbUec5gMiI/Lx9hM4fX88rWc+S/gSPvG2mejjoHJBIJAob3gkJXd9I6k9mEqio5BszumO8tRzuvHW1/OpJP7wCMXBOHsZtnI/wvoyDycUJERAQqnLSw8Or+jiiRlyHUORCuo4M4iLZ56O/ffN39WEmlUgT394JSU/cayWQ2IicnF2NmDenWx6g5uvt51F3Q37n17jx2gwcPRoWzBqhnOLcSWRnCPHvBZVRgPVvpOBKJBDPXLsC6/2zD/Y+swLJlyzDv4SXot30SXEZw03DZbDZj5cqV2LZtW4PrfPXVV5g5cyaioqIwc+ZMfPnll9bnLBYLoqKiEBkZiaioKOs/rVbb6PtKJBL07dvXZpLpWiaTCTk5OZgxY4Z1mY+PD2bPno2lS5di6tSpbS4+OHqeOfr+NcTuCxBt4ebmhsGDB0MikUAul8NgMECj0SAzMxMlJSVYuXJll6zKGQwG7N27t9udrG1h78dMJpNh+vTpuHDhQoPrxMfHY968eYiMjMTs2bNx8uTJZm17Utw4+A8Qo6S8ADq9FnqjDhWyUuTkZmPpI3Pg6W+fYxna+9/M3tHxqytq/EiUeKpxM+8W1NUaaPXVyC0twKXLlzDqvsmQ+LVvLjjy38CR9400T0eeA6Njx4IX4Y78ikKo9VrojHqUKcqRU5iLKavnQOrfMfM4Odp57Wj709nc3NwQPW4kSgK0qNRUQWfUQ1mtRnZJLqR6IaIfie20yTFbg/7+zUfHChgzYSQkAdXILsiEtloNnaEaJeWFuJyShLl/mQxXL3G3P0ZNofOoe6C/c+vdeewCAgIwaMRQlPcwQFGtgt5ogFyrRE5JPnqI/TBw9VjOvmOl/q4IWTAYQSuHwWNmb06/6/fu3YvExMQGnz9+/DjefPNNvPbaa0hKSsKuXbvw1ltv4ciRIwCAzMxMGI1GJCQk2DTmdnZ2bvK9x40bBw8PD+Tl5UGr1UKv16OsrAwpKSmYP38+/Pw6rmeco+eZo+9fQ+x+CKa2CgoKwtKlS5GamoqkpCQYjUaMGzcO48eP75LFB+J4Ll26hG3btiEvL6/BdXJycrBx40a8+eabmDJlCo4ePYonnngCR48ebXIYMZFIhL+svRc5Uwpx5nAK1PJqDA4Pw6R5kXZbfCCkIwiFQkxcMQNlt4qQ/cd1mBQ6eIf4YuZDEyH2bfoijBDSOQQCAaY9NA/lU4qRfvQyDPJq9B4UgfDZkZSrpFMFBwdj7trFuJVyEyUJWZBqJJg4YTj8J/a16+IDIS0lFAqxaNVM5GYW4fzRq1Aq9PAL9cHixybD09/FOq8iIYS0l7CwMIQ+GoqMyzdQnpAHV4MXxoRPhM/4XvQdC+DcuXM4evSoTU+Du5WWlmLt2rWIjIwEAERFRSEmJgYXL17EzJkzcfXqVQwYMABisbjF7y8QCLBs2TJkZ2cjPj4eSqUSgYGBWLlyJXx8fJreACF3cfgCBFBzA7a2qxEh9uTAgQPYs2cPtm7dis2bNze63siRIzFt2jQAwJw5c/DDDz/gm2++waZNm5r1Xr37h6B3/5B2iZuQrsy/XzD8+wU3vSIhhFN+fYPg91f7HeKGdA8ikQgRIwcjYuTgplcmpIvrFRaMXmF0jUQI6RwSiQRDYiKBmEiuQ7ErlZWV2LFjB95991188sknDa63YsWKOq+7ePEinnnmGQDA1atXodfrsXjxYhQWFqJfv37YsmULoqMbH870zqKzn58fli9f3qoiBnEcBoPBpsdGaxomOFQBonauB0dvoVG7f46+n+3p7mNW+9/65gfpTBMmTMC8efMgFAobLUBkZmYiPDzcZllYWBjS0tLqXb92v0pLS23OE7FY3GW+OOg8b5uGjt/dXxwajQYA97nQUbj8XnDkc9gR981evhc6SnvngiOfA46yT63dH8oFx+Bo53NHauhYUS7cRudT0xz5GFEu3ObIf+eO5gjHrjNywWKxYOvWrVizZg0iIiKa/bry8nKsW7cOQ4YMwT333AOgZo6fYcOG4fHHH4eHhwe+/PJLPPzww/j5558RGhpaZxu1+zV58mSb5Y8++ijWrVvXhr1qGUc4VxrTFfdv3759+OCDD+osb0kuOFQBovZG2t3J4qi6y362p7uPmUajgZubG0fRoNnj5mk0Gjg5Odksk0qlDU4eVJsLc+bMaVuAdoDO87Zp7vHjOhc6ij18LzjyOeyI+0a50DKOeA442j61dn8oFxxDd9nP9tDQsaJcuI3Op6Y58jGiXLjNkf/OHc0Rjl1H5sK+ffsgFouxcuXKZr/m8uXLePzxxzFy5Ei8+uqrEAprbvXePXn1ww8/jB9++AHx8fF44IEH6mynNhfu9sEHH9R787mjOcK50hhH2L+W5IJDFSD8/f0RHx8PFxcX8Hg8rsMhdowxBo1GA39/f65DaRYnJyfodDqbZTqdDi4u9c/h4O/vj+PHj0MoFNrkQlfqAUE6xt09IBhjMJlMXSYXWoq+F0hzdbXvhZaiXCDNRblASA3KBUJqUC4QUqMzcuGnn35CWVkZRo4cCQDW+0DHjx+vd0Lq7777Dv/4xz+wadMmPPTQQzbP7d69GzNnzsSgQYOsywwGAyQSSb3vTblAmqs1ueBQBQg+n4/AwECuwyBdRFdqvREeHo5r167ZLMvMzMSQIUPqXZ/P59fbpY6Q7oa+F0hLdKXvhZaiXCAtQblASA3KBUJqUC4QUqOjc+G3336zeVzbi2HXrl111j1y5AhefPFFvPfee5g4cWKd52/evInExES89dZb8PDwwAcffAC1Wo3p06fX+96UC6QlWpoL/A6KgxDSju69914kJCTg0KFDMJlMOHToEBISEjB//nyuQyOEEEIIIYQQQgghHSwqKgo///wzAGDv3r0wm83YtGkToqKirP+ef/55AMCrr76Knj17Yv78+YiJiUFCQgI+/vhjeHp6crgHpLviMUedSYiQLmbAgAH47LPPEBMTA6Dmi2Xnzp249957AQCnT5/G66+/jry8PISEhGDr1q0OMWYcIYQQQgghhBBCCCHEMVEPiC4mLS0Na9aswejRozF+/Hg89dRTkMlkXIdl186dO4f77rsP0dHRGD9+PF566aU68ynYg/T0dGvxAQCSk5OtxQcAmDhxIn766SckJyfj119/dcjig9lsxsqVK20mSzpy5Ajmz5+P6OhoxMXFYe/evbBYLBxGaZ/qO3a1ysrKMG7cOPzwww8cROb4Gjv2teLj4zFv3jxERkZi9uzZOHnyZCdG2HrN2bdHHnkEQ4cOtWl1c+rUqU6MknSUlnx/doVzvCX709XOa0f+HCItR78XWq45OeToZDIZpk+fjgsXLliXpaSk4L777kNUVBTi4uLw7bff2rzmwIEDmD59OiIjI7Fo0SIkJyd3dtidqr5j9MILL2DIkCE23xfffPON9fnudowcUWtyg9So79jR73sCtOy6/NNPP0VcXByio6Mxb948HDlypJOjbT26Rr8DI11GdXU1Gz9+PPvXv/7F9Ho9k8lkbO3atWzdunVch2a3Kisr2dChQ9n333/PzGYzKy0tZffccw/717/+xXVopB5vvfUWi4iIYE8//TRjjLGrV6+yYcOGsRMnTjCz2cwyMzNZbGws+89//sNxpPbn7mNXy2w2s5UrV7KIiAj2/fffcxSdY2vo2NfKzs5mQ4cOZceOHWNGo5EdPHiQDRs2jJWUlHRypC3X1L4xxlhMTAy7cOFCJ0ZFOkNLvj+7wjne0uuBrnZeO/LnEGkZ+r3QOs35vnNkiYmJbNq0aSw8PJydP3+eMcaYXC5no0ePZl988QUzGo3s7NmzLCoqiqWkpDDGGDt//jyLiopiiYmJzGAwsI8//pjFxMQwrVbL5a50mPqOEWOMLVy4kP3www/1vqa7HSNH1JrcIDXqO3b0+54w1rLr8j/++IONHTuW3bp1izHG2G+//cYiIiJYfn5+Z4fdKnSNfhv1gOhCioqKEBERgfXr10MsFsPLywtLly7FxYsXuQ7Nbnl7e+Ps2bNYtGgReDwe5HI59Ho9vL29uQ6N3OXcuXM4evQoZsyYYV1WWFiIZcuWITY2Fnw+H/369cP06dPpnL9Lfceu1jvvvIPAwEAEBQVxEJnja+zY1zpw4ABGjhyJadOmQSgUYs6cORg1apRN6zh71Jx9y8/Ph0KhwKBBgzoxMtIZWvL92RXO8ZbsT1c7rx35c4i0HP1eaLnm5JAjO3DgAP72t79h8+bNNsuPHj0KT09PrFixAkKhEGPHjsW8efPw5ZdfAgC+/fZbzJ07FyNGjIBIJMLq1avh5eWFQ4cOcbEbHaqhY2QwGHDz5k0MGTKk3td1p2PkiFqbG6ThY0e/7wnQsuvyrKwsMMas/wQCAUQiEYRCIQeRtwxdo9uiAkQX0rdvX3z44YcQCATWZUeOHMHgwYM5jMr+ubq6AgAmT56MefPmwc/PD4sWLeI4KnKnyspK7NixA2+88QacnJysy2fOnIlnnnnG+lin0+GPP/6gc/4ODR07ADh//jwOHjyIF154gaPoHFtjx/5OmZmZCA8Pt1kWFhaGtLS0jg6x1Zq7b1evXoWLiws2b96MMWPG4J577sF3333XiZGSjtTc78+uco43d3+60nntyJ9DpHXo90LLNDeHHNmECRNw7NgxzJkzx2Z5RkZGo58b3elzpaFjlJaWBpPJhD179mDcuHGYOXMmPvjgA+twMt3pGDmi1uYGafjY0e97Uqu51+Vz586Fr68v5syZg8GDB+Pxxx/Hrl27EBgY2Nkhtwhdo9dFBYguijGG3bt34+TJk9ixYwfX4XQJR48exalTp8Dn87Fp0yauwyH/Y7FYsHXrVqxZswYRERENrqdWq7F+/XpIpVKsXr268wK0Y40du8rKSmzfvh2vv/46XFxcOIrQcTX3vAUAjUZT56JDKpVCq9V2ZIit1pJ9MxgMiIyMxObNm3H69Gls27YNL7/8Mg4fPtxJ0ZLO0NT3Z1c7x5van65yXjvy5xBpH/R7oXEtySFH5ufnV29L0qY+N7rT50pDx0ilUmH06NFYuXIl4uPj8c9//hOff/45PvroIwDd6xg5otbmBmn42N2Jft8ToOnrcqPRiIiICHz77be4fPky/v73v2PHjh1IT0/nINrmoWv0+lEBogtSq9XYtGkTfvnlF3zxxRcYMGAA1yF1CVKpFAEBAdi6dStOnz4NhULBdUgEwL59+yAWi7Fy5coG18nKysKyZctgMpnw2WefWavl3V1Dx44xhqeeegorV65ssEs4aZvmnLe1nJyc6kyopdPp7LYw1JJ9W7BgAT788EMMGjQIIpEIEyZMwIIFC+zuRi1pm6a+P7vaOd7U/nSV89qRP4dI29Hvhaa1JIe6o6Y+N+hzBRg/fjw+++wzjB49GiKRCMOGDcOqVausQyzRMXJM9HdtO/p9T2o1dV3+0ksvoX///hg2bBjEYjEWL16MyMhIHDhwgKOIm0bX6PWz/0GziI28vDysXbsWwcHB+O6772gugyYkJSVh+/bt+PnnnyEWiwHUtGwUiUTdtpu1vfnpp59QVlaGkSNHAoD1w/f48eNITExEfHw8nnzySdx///3YsmVLlxjrr7M0dOx+/PFHiEQipKSk4J133gFQcyNi586dOHLkCPbt28dZzI6iqfP2TuHh4bh27ZrNsszMTLstDrVk37777ju4uLhg9uzZ1mUGgwESiaTzAiYdoiXfn13hHG/J/nSV89qRP4dI29DvheZpSQ51R+Hh4Thz5ozNsszMTPTv3x8A0L9/f2RkZNR5ftKkSZ0WI9eOHz+OiooKLFu2zLrMYDBAKpUCoGPkqJrKDdI4+n1PWnJdXlRUVOd6VSgUQiQSdVq8LUXX6A3gcgZs0jJyuZxNmTKFbdu2jZnNZq7D6RLUajWbPHkye+WVV5her2cFBQVsyZIl7IUXXuA6NNKAp59+mj399NOMMcaSk5PZ4MGD2bfffstxVF3DncfubrGxsez777/v5Ii6j8aOfWZmJhs6dCg7ePAgMxqN7ODBg2zo0KEsKyurk6Nsncb27eOPP2Zjx45l165dY2azmZ08eZINGzaMXbx4sZOjJO2tJd+fXeEcb8n+dNXz2pE/h0jz0e+F1mssh7qL8PBwdv78ecYYYzKZjI0cOZJ9/PHHzGAwsHPnzrGoqCh27tw5xhhjZ8+etT42GAzs448/ZqNGjWJVVVUc7kHHu/MYHT16lA0bNoydPXuWWSwWlpSUxGJiYtiPP/7IGOu+x8gRtSQ3iK07jx39vieMtey6fPfu3SwmJoalpqYys9nMDh8+zIYOHcquX7/e+YG3El2j16BSYxfyww8/oKioCIcPH8Zvv/1m81xycjJHUdk3FxcXfPjhh3jllVcwfvx4uLm5Yd68eVi/fj3XoZFmeP/992EymfDyyy/j5Zdfti4fMWIEPvzwQw4jI6RxUVFR2LlzJ+69917069cP77zzDl5//XXs2LEDISEhePvtt9GnTx+uw2yVO/dt1apV0Gq12LBhAyorKxEaGorXXnvN2tqDdF1NfX92tXO8JfvjKOd1V/sbkfZBvxdIe/Hy8sJHH32El19+GXv27IG3tzeeffZZjBkzBgAwduxYvPDCC3jxxRdRWlqKsLAw/Pvf/4anpye3gXei6dOn45lnnrEeA19fX2zcuBHz588HQMfIUTWVG6Rh9PueAC27Lt+wYQMEAgE2btwIhUKBXr164Z133sHAgQM53ovW667X6DzGGOM6CEIIIYQQQgghhBBCCCGEOBaahJoQQgghhBBCCCGEEEIIIe2OChCEEEIIIYQQQgghhBBCCGl3VIAghBBCCCGEEEIIIYQQQki7owIEIYQQQgghhBBCCCGEEELaHRUgCCGEEEIIIYQQQgghhBDS7qgAQQghhBBCCCGEEEIIIYSQdkcFCEIIIYQQQgghhBBCCCGEtDsqQBBCCCGEEEIIIYQQQgghpN1RAYIQQgghhBBCCCGEEEIIIe1OyHUAhBBCCCGEkI5hMBiwdetWVFRUwGg0Yvv27YiMjOQ6LEI6HeUCITUoFwipQblASI3OyAXqAUEIIYQQQoiD+uGHH9C7d298+eWX2LVrF1599VWuQyKEE5QLhNSgXCCkBuUCITU6IxeoBwQhhBBCCCEO6p577gGPxwMAWCwWiMVijiMihBuUC4TUoFwgpAblAiE1OiMXqAcEIYQQQgghDsrV1RUuLi6QyWR46qmn8Pjjj3MdEiGcoFwgpAblAiE1KBcIqdEZuUAFCEIIIYQQQhxYTk4OVq1ahfXr12PkyJFch0MIZygXCKlBuUBIDcoFQmp0dC7wGGOs3bdKCCGEEEII4VxpaSlWr16NXbt2Yfjw4VyHQwhnKBcIqUG5QEgNygVCanRGLlABghBCCCGEEAf14osv4sSJE+jVqxcAwMvLC3v27OE4KkI6H+UCITUoFwipQblASI1OyQVGCCGEEEK6ldjYWDZkyBAWGRnJIiMj2fDhw1lUVBRbvnw5u3btWpu2nZ+fz8LDw1l+fn6T6xYWFrLIyEhWWFjYpvdsjj179rAHHnigw9+nLfLy8tjSpUtZdnZ2s49haxkMBrZ06dIOfY+ugHLBPlEudD7KBftEudD5KBfsE+VC56NcsE9dNRdoDghCSLdWVlYGrVbLdRiEENLpdu7cieTkZCQnJ+Py5cs4evQo3NzcsGHDBlgslk6JITg4GMnJyQgODu6U97N327Ztw4YNGyAUCjv8vUQiETZt2oSnn366w9/L3lEu2B/KBW5QLtgfygVuUC7YH8oFblAu2J+umgtUgLAT2dnZGDFiBD744AOb5TKZDFOnTsXevXsxd+5c/PzzzxxFSAg3XnzxRYwfPx6VlZU2y00mE+6//36sW7cOrJUjyVVUVGDmzJmQyWTNWv+RRx7B+++/36r3IqQlmjrvBwwYgLlz57bLe61cuRJvv/12u2yLdG2+vr5YunQpCgsLIZfLAQB5eXn461//ipiYGMTGxmL37t0wGAwAgGvXrmHlypWIiorChAkT8K9//avez+MTJ05g2bJlGDt2LIYPH44HHngAOTk5AICCggIMGDAABQUF1v//8ccfERsbi8jISDzzzDNITEzEvffei6ioKKxatcrmM7ux+JKSkrB48WJERkZi2bJlKCgoaHT/mxPnrl27MGrUKOzcubPR925qe/X5448/IJPJMGHChDrP7d27FxMnTkRmZmarjlNDxo0bB5lMhvj4+CbX7U4oFygXSA3KBcoFUoNygXKB1KBcoFxotTb3oSDt5tixY2zQoEHs7NmzjDHG9Ho9W7ZsGdu0aROzWCwcR0cIN3Q6Hbv33nvZ2rVrbZa/+eabLDY2llVVVbV62y3p9kdIZ+rI8/5uDzzwANuzZ0+7bY90DbGxsez777+3WVZUVMQeeughtnjxYsYYYxqNhsXGxrLXX3+d6XQ6VlRUxJYsWcJef/11VlVVxUaPHs3efvttptfrWW5uLps0aRL76quvbD5bi4uL2ZAhQ9jvv//OGGNMJpOx5cuXs7/97W+MMdvP4dr/f+KJJ5hWq2Xp6els4MCB7N5772UlJSWssrKSTZ8+nb399ttNxieTydjIkSPZvn37mMFgYImJiSw6OrrBLtXNjfPZZ59ler2elZSUNPjezdlefdauXcv27t1b57i89dZbLC4ujuXl5dk819zj1JS3336bPfroo81a1xFRLtiiXKBcuBPlAuVCd0S5YItygXLhTpQLlAutRT0g7Mi0adPwyCOPYPPmzSguLsYLL7wAnU6HXbt2gcfjIS4uDj/88AOAmhnKn3jiCcTFxWH48OGYOnUqvvvuO+u2BgwYgG+++QYzZ87E8OHD8de//hWpqalYtmwZoqKisHjxYuTm5lrXP3jwIObNm4cRI0Zg0aJF+PPPP63PrVy5Em+88QZWrFiBqKgozJ49G4cOHeq8A0O6NYlEgt27d+PixYv4/PPPAQAJCQn45JNP8NZbb6GyshLr1q3DlClTMGzYMMyZMwcnT54EcLsC/e233yIuLg4jRozAmjVrUFJSArPZjHvuuQcAcM899+DQoUMwGAx47bXXMHv2bERFRWHs2LF46aWXrBV6ailOOktT5/2JEycQFxcHALhw4QLi4uLw3nvvYeLEiRg9ejQ2btwItVpt3d5nn32G2NhYxMTEYPPmzdi4cWO95/L169cxZswYfPLJJwCAqqoqPPfcc5gwYQJiYmKwbt26elui1Hr77bexcuXKDjoqpL3t3LkTI0eORGRkJAYPHowHHngA/fv3x7///W8ANS1sDAYDnnzySUgkEgQFBeHxxx/Hl19+iZMnT0IikWD9+vUQi8Xo2bMnPv74Y0yZMsXmPby9vXHw4EHExcVBrVajpKQEXl5eKC0tbTCuhx56CE5OTggPD4efnx8WLlyIgIAAeHt7IzIyEoWFhU3G98cff8DJyQlr166FSCTCiBEjsHjx4gbfs7lxLliwAGKxGJcuXWrwvVuz3xaLBQkJCYiOjrZZ/q9//QsffvghvvjiC4SGhrbqODUlOjoaFy5caHVvQkdAudDyOCkXHBPlQsvjpFxwTJQLLY+TcsExUS60PE7Khfp1/IBRpEUef/xxpKamYvny5TAYDPjuu+/g5ORUZ71nn30Wnp6eOHjwIMRiMT777DO89NJLmD17NlxcXAAAv/zyC7755hsYDAbMnTsXjz32GD7++GMEBQXh4Ycfxvvvv49XX30V8fHxeOGFF/Dee+8hOjoap06dwsaNG7F//370798fALB//358/PHHCAsLwzvvvIPnn38eU6dOhUQi6dTjQ7qnvn374vnnn7d++W3btg1PPfWUteBQO0wZYwyvv/46XnzxRcTGxlpf/8cff+DHH3+EwWDAmjVr8O677+Lvf/87fv31V0ydOhW//vorevTogX//+984ffo0Pv30U/j7+yM5ORkPPPAApk2bhrFjx3J4BEh31Nh5n5mZabNuYWEhSktLcezYMZSWlmLFihX473//i0cffRQHDx7E3r178f7772Po0KHYv38//v73vyM8PNxmG6mpqXjkkUewZcsW3HfffQCATZs2gc/n48CBA3Bzc8O//vUvrF69Gr/++munHQfScV544QUsWrQIBoMBn332Gd5//31MnjwZXl5eAGrOK5lMhlGjRllfwxiD0WhEYWEhgoKCwOPxrM/17dsXAGyKUiKRCL/++iu+/vpr8Hg8hIeHQ61WNzpmqaenp/X/BQIB3N3drY/5fL71wrel8fXs2RM3btyo9z2bG6e/v3+T711ZWQlvb+8W7bdcLkd1dbV1+7UyMjLg6emJX375BY8++mirjlNTAgICUF1djaqqKnh7ezfrNY6GcuE2ygXKBcqFlsVJueCYKBduo1ygXKBcaFmclAv1owKEneHz+bj//vuxadMmzJ07F0FBQfWu949//AMuLi4QiUQoKiqCi4sLdDodFAqFtQDxwAMPWE+2/v37Y9CgQejXrx8AYMyYMbh06RIA4IsvvsBf/vIXa1LExsYiLi4OX3/9NZ577jkAwMyZMzFo0CAAwMKFC/H++++jsrKSJoEhnWbhwoU4d+4cli1bhmnTpmHFihUAgH379iEgIACMMRQWFsLd3b1OxXjt2rXWD9q4uDgkJyfX+x73338/Fi5cCB8fH5SVlUGn08HFxaXRyjshHamh874+69evh1QqRa9evRATE4Ps7GwAwHfffYelS5daW0qsWLECBw4csHnttWvX8Nlnn+HRRx+1Fh/y8/ORkJCAgwcPws/PDwDwt7/9Db/88gvi4+MxfPjwjthlwgGxWIxHHnkECoUCjz32GL766itEREQgMDAQPXv2xG+//WZdV61Wo7KyEikpKSguLgZjzHrRfvz4cajVaowcOdK6/uHDh/HFF1/gq6++Qq9evQAAL730Em7evNlgPHf+CGhMY/ElJyejsLAQFosFfH5Nh9+SkpIGt9XcOGtja+y9vb29W7zftdu9+0fA7t27kZOTg02bNmHy5MkYMGBAnde0ldlsBlDzo6S7o1ygXAAoFwDKhZbESbng2CgXKBcAygWAcqElcVIu1I+GYLIzeXl5eP7557F69WocO3YM+/fvr3e9/Px8PPTQQxg3bhy2bNmCixcvAoDNLPR3V7o8PDysj++uCH722WcYOXKk9d+JEydQVFRkXb/25hMAazWus2a8J6TWhg0boNPp8Pjjj1uXpaWlYfHixZg0aRKeffZZpKen1/lA9vX1tf6/UChssMpbXV2N559/HqNHj8bDDz+MH3/8EYwxOtcJp+o77+tz5+e0SCSynufFxcUICQmxWffurplnz57FoEGD8Ouvv1onxaqoqKizrkAgQFBQULO7apKu5YknnsCAAQPw5JNPQqfTITY2FhqNBh9++CEMBgOUSiWefvppbN68GVOmTIHJZML7778Pg8GAvLw8vPLKK9Dr9TbbVKlU4PP5kEqlYIzh1KlT+PHHH2E0Gtscb2PxxcXFgTGGt99+GwaDAampqfj2228b3FZL42zsvXk8Xou35+XlBWdn5zoFb5FIhNjYWMyZMwdPPfWUzaR17aWsrAzOzs4214ndHeUC5QKpQblAuUBqUC5QLpAalAuUC61FBQg7olar8X//93+YMmUKnnnmGTz33HP4+9//jpSUFJv1jEYj1q1bh/nz5+PChQvYv38/Vq1aVWd7LakIrl+/HomJidZ/Bw8exMsvv9wu+0VIe6mtStf+t7S0FI8//jg2b96M8+fP48svv7TO69Aazz77LJycnPDnn3/il19+wauvvkrFB8K5u8/7lgoJCbEpKAOo83j16tV49913oVKprHND1BYt8vLyrOuZzWYUFRXBz8/P2vrhzgukqqqqVsVI7INAIMA///lPlJaW4rXXXoOrqys++eQTXLhwAZMmTcK0adPA5/Px3nvvwd3dHf/5z39w7tw5TJgwAStXrsSyZcuwdOlSm20uXLgQ48aNw9y5czFmzBi89957WLVqFbKzs9t8cdzc+EaPHo0dO3Zg5syZDW6rpXE29t6t3e/x48dbe6febceOHZDJZB0yD9GlS5cwceLEdt9uV0a5QLlAalAuUC6QGpQLlAukBuUC5UKrtWkKa9JuzGYzW7duHVu4cCHT6XTW5du2bWMTJ05k5eXl1hnoNRoNGzRoEPvuu+8YY4wVFhayBx98kIWHh7OsrCzGGGPh4eHs/Pnz1u088MADbM+ePdbHe/bssc7sfvjwYTZ+/HiWkpLCGGPsypUrLCYmhn366af1vvbOmdYJ6Ux3n3u3bt1i4eHh7OzZs4wxxjIyMti8efNYeHg40+v19Z6rd577ZWVlLDw8nN24cYMxxtjSpUvZM888wwwGA1OpVOzVV19l4eHh7Ouvv2aM1c0FQjpDfefx999/z2JjYxljjJ0/f56Fh4fbvObpp59mTz/9NGOMsd9++43FxMSwlJQUZjQa2XfffcfCw8Ot5/Kd5/XZs2fZoEGD2KVLlxhjjK1du5Y9+OCDrKysjFVXV7Ndu3axmJgYVlVVxfR6PRs1ahR7++23mcViYampqWzs2LHW/CKEtMyJEyfY7NmzO/19Z82axeLj4zv9fQlpCOUCITUoFwipQblASI2unAvUA8JO7N69G5cvX8bevXttJnZ+8cUX4ePjgyeeeAImkwkA4OzsjFdeeQXvvPMOoqKi8OCDD2L8+PHw9fVtdIy0hsyaNQtPPvkktm/fjujoaDz++ONYvXo1Vq5c2W77R0hH6Nu3L5566ils3boVI0aMwOOPP47FixdDJBI1Kxd8fX0xffp0LF26FF999RWeffZZpKWlYfTo0Zg1axbUajUmTpzYqrwixF7MnDkTDz/8MB577DGMGzcO586dw5AhQyASieqsO3bsWNx33314+umnodVq8f/+3/9DaGiotXVGeno6Pv30U3h6ekIsFuOll17C4cOHER0djV27duH+++/nYA8JcQyxsbHw8PBAfHx8p71nfHw8fHx8MGnSpE57T0KaQrlASA3KBUJqUC4QUqMr5wKPsWZOeU0IIYSQLictLQ1ubm4280AsWrQIy5Yto4IBIXYmNzcXW7duxZdffllvkbA9GY1GLF++HG+++WadeWEI4RrlAiE1KBcIqUG5QEiNrpoLVIAghBBCHNgnn3yC77//Hh999BF8fX1x+PBhbNu2DQcPHqQLakIIIYQQQgghhHQoIdcBEEIIIaTjPPDAAygsLMTChQuh0WjQt29fvPfee1R8IIQQQgghhBBCSIejHhCEEEIIIYQQQgghhBBCCGl3NAk1IYQQQgghhBBCCCGEEELaHRUgCCGEEEIIIYQQQgghhBDS7hxqDgiLxYKysjK4uLiAx+NxHQ6xY4wxaDQa+Pv7g893vDoc5QJpLsoFQmo4ei4QQgghhBBCCCFccKgCRFlZGSZPnsx1GKQLiY+PR2BgINdhtDvKBdJSlAuE1HDUXCCEEEIIIYQQQrjgUAUIFxcXADU3D1xdXTv1vdVqNSZPnszJe3cWR9rH2n2pPWccTXNzwZH+pi3RXfcbqLvvlAtdU3c+h+/UnsfB0XOBEEIIIYQQQgjhgkMVIGqH13B1deXshgyX791ZusI+WiwWFBcXQ6lUws3NDcHBwfUOqeGoQ7K0NBe6wt+0I3SH/bZYLCgpKYFCoYCbmxvc3NwA1N13yoWuyVH3q6XuPA7V1dUoLCyExWJBQEAAPDw8WrQtR80FQgghhBBCCCGECw5VgCAEAIqLi3Hy5EkoKtUozVJDLdfC1cMZ962+B4Mjw7kOj5BOU1JSgpMnT0JeobLmgtRVDAmfblgTx2OxWHDhwgVk3MhCeY4Weo0JfLEFESN6Yfa86ZBIJFyHSAghhBBCCCGEdDs0yyJxKAqFAr/99huq8vW4crgcJTe0UBcDxTc02LX5Q5w9lMp1iIR0CoVCgUOHDkGWp7PJhfKbegz2m4wLR29wHSIh7SohIQFXzmXixu8KVGQYoCqyQJEDnN5/E5+++y0YY1yHSAghhBBCCCGEdDtUgGgnYrEYGzZsgFgs5jqUDtMV9jExMRFCiJEaXwRmuX2zicfjQSpyxpfv/AJlRTWHEdqXrvA37QjdYb8vXboEEU9Sby64Sj3w/YfHKBe6sO5wDjdH7XGwWCy4eeMWci6pAIttoUEskCDljxzcupHLUZSEEEIIIYQQQkj3RQWIdiIWi7Fx40aHvhnUFfaxpKQEJZkaMAsDA4MJt2+wCvhCqLQKXDtdyGGE9qUr/E07QnfY7ztzwQIzjDyt9TkBXwB1tRKppwo4jJC0RXc4h5uj9jhUVVWhPEtjLT5YmBkmpreuJxU7I/7gJa7CJIQQQgghhBBCui2aA4I4FMYYqpUGmKCDUpgPscUVrhYnm3UU1OqbODjGGORyObILsiATlgHgQWrxhIg5314HDMpKHXdBEtKOGGOoVhsA1EwgrTZXwMC08BX1AQDwwIO6is53QgghhBBCCCGks1EBgjgULy8vlGqToRRWwN0UCiGk1ucsFjOkYhd4+jk3sgVCuiaNRoOUlBQkJSWhvLwcFosFbq5uMJe6g3dXZzcLs8BJ7Eq5QByGn58fhBKe9bGBVQN3jMRUrdeid79eHERGCCGEEEIIIYR0b1SAIA4jJSUF8fHx8A5whanIEzzwbJ7XGtQY3HMUBk0IBmDmJkhC2onFYkF2djYuXbqEtLQ0iMViREZG4r777kNAQAAqKirwzZffQZFVYXMjFgC0ehXlAnEoLi4uGDo2DL/fSoVEKIXBooWIV1OANpmNYBZg8rwojqMkhBBCCCGEEEK6HypAELtnNBqRmZmJnJwcAEDv3r0RFhYGkUgEAKiqqsKnn34KV1dXvPjiiygqKsK3nxxE+rlSCHhCmJgJFosZfQMHY+FjE+Hu6wS1Ws3hHhHSOkqlEsnJyUhKSoJcLkffvn0xYsQILFy40JoPtXx9fTFz7jQoy21zwWwxo2/gIMoF4nBmzp2Kslw5Lh6/CR1PBT5fCIW2CjwLH49sWQZPfxeuQySEEEIIIYQQQrodKkAQu6ZUKnH48GHoNUYoCizQKvW4LLiFoP6XsGDJPTh79iwuXLiABx98EP369QMAhIWFYcvz/4eUxOu4fDoTMIgwIKI/ImP7wN3XqYl3JMR+mM1mZGRkICkpCRkZGXB1dUVkZCRWrVoFb2/vJl9fXy6ED+iPqDjKBeJ4hEIh1mxairg5Rdi2/Sl4ergibmwcJs2LhAcNN0YIIYQQQgghhHCCChDEbjHGcOzYMSiLzLh+ugyM3R5HJjftJuJPbcF9yxbj+eefh0AgsHmtWCzGqHGRGDUuspOjJqRtKisrkZycjOTkZGi1WoSHh2PEiBFYunRpnfO8OSgXSHcT0tsfzm4SjIodjHnLx3EdDiGEEEIIIYQQ0q1RAYLYrZKSEigq1bh+utJafLAwE2QsBxaYIC3zR7+eEa26KUuIvTAajbhx4waSkpKQnZ0NLy8vREdHY926dXB3d+c6PEK6nLKyMgQEBMBisXAdCiGEEEIIIYQQ0u1RAYLYrbKyMlTkVFuLDzqmhMySDS9+TzjxvKAXVCPh2HUMGNKX40gJaZmSkhIkJycjJSUFRqMRAwcOxKRJk/Dggw+Cz+dzHR4hXQ5jDPn5+UhLS8OtW7dgsVggl8vBGAOPx+M6PEIIIYQQQgghpNuiAgSxWyKRCGpFNQCAMQuqLNkI5A8Gn1dz2pqZGXoNtXAl9k+v1yM1NRVJSUkoKChAQEAAoqOjsWnTJjg709j0hLSFxWLB6dOnoVar4Sx2R2m2EhaNFOlXsnH456OYNW86FfYIIYQQQgghhBCOUAGC2K3evXtDKK1puapgBXDjBVmLDwBgMhkR1p96PxD7wxhDYWEhLl26hNTUVADAkCFDMGvWLPTo0YNaZBPSjjIyMqDVamGsEuP0yUwUqErgJvKFzsRw8utr4OlcMHvpBK7DJIQQQgghhBBCuiUqQBC75ezsjAkzovHFvw5DJ1QigB9qfU5brYSfWzCip/bjMEJCbtNqtbhy5QqSkpJQWlqKHj16IDo6GrNmzYJEIuE6PEIcVmZmJlylnrh48iYYYzBYtJAIXKAyVsBF6oHDX/2J8VNHwN3XietQCSGEEEIIIYSQbocKEMSuxc6YiB9//BEs2w9qpgAPPDDGEODZCys3z6EbSoQzjDHk5OTg0qVLuH79OsRiMYYNG4ZFixYhMDCQ6/AI6TYMBgMKsqvAGIPOrIbJYgCfJwBQM/+DmVlw7XQhxi4M4zpUQgghhBBCCCGk26ECBLFrCQkJGD0+GnNfXICEI2lQVekR1MMPQyeHUvGBtFppaSkuX74MtVoNPp+P8PBwhIeHQyQSNfo6lUqFy5cvIykpCTKZDL1798aIESMwf/78Jl9LCOkYfD4fGoUOZdVZUBrL0NttBAAGVrsCA1QyPYcREkIIIYQQQggh3RcVIIjd0ul0+Pnnn/H8889DIpFg5oMjuQ6JOIDk5GRcu3YNUqErSjK00Ch0SLtQiJ4Dr2LJsoU2wyWZzWZkZmYiKSkJN2/ehLOzMyIjI/HAAw/Ax8eHw70ghNRydXXFrxnfQQxv9HOLAY/Hg8GsBcCgM2jhJvGBu4+U6zAJIYQQQgghhJBuiQoQxG7I5XLcunULZrMZgYGBOHHiBBYuXEjj55N2I5PJcO3aNRirxLh0MguMWdtIo/BaFkyqX3DviqlISkrC5cuXoVKp0L9/f0RHR+P++++HQCDgMHpCyJ0YYzhx4gT++OMPjB4zCrln9XdM8M6D2WKCSqlCeGA0Bk0I5jRWQgghhBBCCCGku6ICBOGc2WzGqVOnkJ9dBHmhCQaNCWpTPMq1uVi4cCHX4REHkpKSAjHfGZdO5liLD4xZoIMS1XwZfvntGooVtzB2whg88sgj8PDw4DhiQkh9qqqq8MEHH6Bv37548cUXYTQacYB/FGcPp4LHE8BgqoaZZ0H/wCjMeGgYDdlHCCGEEEIIIYRwhAoQhHPnz59HZkohsi4qAQsDYwx5+jQEiiPw2Xvf4f/+tgpCIZ2qpO2USiXKbmnAGIOFmVDJsmBiekh57nDh+UFo9MaI3jMweXIU16ESQhpw9uxZHD58GA899BD69OkDABAIBPjLo/di5r2xSPkjB7JyJS7n/oE12yZT8YEQQgghhBBCCOEQ3dUlnNLr9biVnmMtPgCAwlQEF4EXJHxnZFwox7XkdAwfNZjjSIkjkEgkUMm10DElZJZsePN7Q8q/3cvBwKpQrTBzGCEh3ZvRaERlZSUYY/Dy8oJUenvuBrVajX//+9/w8fHB888/X+/E796BbohdNhRKpRIFHydS8YEQQgghhBBCCOEYFSAIp6qqqlCSdbv4YGZGyE1F6CUdAQBwEjvjzyOXqQBB2kVERAR+2X8UCqZAAH8QBLzbNzDNFjPEQmf4B3txGCEh3RNjDFevXkX6tUzI8nXQqU2AwIghY8IwZdoEpKSk4Pvvv8fKlSsRERHR5Pb4fD4sFksnRE4IIYQQQgghhJDGUAGCcE6nMgKomdy33JgFX3Ff8Hh8AAADUK0ychcccRhyuRz//e9/0aNfIEylHhCI7yw+mKDWKjE4dDRNVksIB1JSUnAtIQtFV/RgjAdABECE+G+u49dfDmLQ8P54/vnnIZFImrU9KkAQQgghhBBCCCH2gQoQhFM+Pj4QOQlQDcBo0cFg0cBVPMD6vFanQv8wGo+fNE2r1SIjIwMqlQqenp4ICwuzDt+SkpKCb7/9Fg8//DB69uyJHz8/jsNfnwVjFjDG4CR2w5DQGMx9dBQN2UJIJ9Pr9chIqy0+3F6u0JchT3UV7upgTJ8yp9nFBwDg8XhUgCCEEEIIIYQQQuwAFSAIp0QiESbOHIH9e05CwcuHnyjM+pzBpAez8DB5fjSHEXasc+fO4c0338StW7fg5OSEWbNmYevWrTbjnteKj4/H66+/jvz8fAQFBeGpp55CbGwsB1HbnytXriD54hXIC40w6wC+hOFSj8uIGT8SiYmJkMvlePbZZ63HdfHqmZg6ZwIun8yBVm6Ed4AbBk0IpuIDIRwoKSmBvMBoLT6YLSbkKa/CZDFioO9EmE1mnP41Cb03hzR7m3w+H+zOagYhhBBCCCGEEEI4QQUIwhnGGEwmE8ZOGoX0K9k4ejwdZgZojSroTQaIeVI8+re/wNPfhetQO4RMJsO6devw4osvYsGCBaioqMDDDz+MDz74AJs2bbJZNycnBxs3bsSbb76JKVOm4OjRo3jiiSdw9OhRBAQEcLQH9iE3Nxd/HEpA8VWDdS4RAChIq8LJP/6JxfcvwAMPPFDndZ7+LpiylOYW6arkcjleeeUVxMfHw2KxYNSoUXjxxRfh7+/PdWikhcxmMwxaE8wWC0o0mZBVFyHEbQC8nWoKDoxvgKJK26Jt0hBMhBBCCCGEEEKIfaACBOl0ZrMZqampuH71JopuVkGr1KNImYHHNj6GyuxqKGQa9OgZhJiZEQ7dIt3b2xtnz56Fq6srGGOQy+XQ6/Xw9vaus+6BAwcwcuRITJs2DQAwZ84c/PDDD/jmm2/qFCu6mwt/JqLoig48xrMuU5pKITPmI0AcDouBz2F0pKNs3LgRHh4eOHbsGPh8Pp555hk899xz2LdvH9ehkRZydXVFdtl1lFaUIdC1H4b4TbHOAwQAGq0Kg0P7tmibVIAghBBCCCGEEELsQ5sKECaTCSdOnMC5c+dQXFwMgUCAoKAgTJw4EePHj4dQSPUNYstiseDEiRMoypAj95IajAmhMSpRXW3Gt+/8joefuB9Rsf24DrPTuLq6AgAmT56M0tJSjBw5EosWLaqzXmZmJsLDw22WhYWFIS0trdHtq9Vqm8disRhisbiNUdsPs9mMrNQSm+JDiSEdYAw9pdHg8/hIu5SH+Ys5DNLOGAwGGAwG6+O7z5GuIDU1FSkpKdYCHgC89NJLKC8v5zgy0hI6nQ6HDx9GUlISQvsFwUPfDxKxbdHZbDZBq9FiSguH4qM5IAghhBBCCCGEEPvQ6grB999/j7fffhsikQiRkZHo378/TCYTysrKsHPnTgDApk2bsGDBgvaKlTiArKwsqOTV/ys+MDDGUKxNRy+3KDAzD/995xD6DX3EoXs+1Ofo0aNQKBT429/+hk2bNuHDDz+0eV6j0cDJyfaYSKVSaLWND0syefJkm8cbNmzAxo0b2ydoO8Dj8aBVGgDUFFWMFh1MzIAekqHWdarVRo6is0/79u3D3r17uQ6jTa5cuYKwsDDs378fX331FaqrqzFx4kQ8/fTTDb7G0YtxXUl1dTUOHTqEy5cvY9asWdi5cycMBgO+/OAAbiVWwNXZEzweD2qNAhq1Gsv/b36Lh+Lj85vu+eQIxThCCCGEEEIIIcTetaoAsX79eri4uGDPnj0YNmxYveskJyfj008/xZEjR/Dee++1KUjiODIyMqAphnVyUKWxDE5CD4j4UoAPyJVVuBKfhwmLB3AcaeeSSqWQSqXYunUr7rvvPigUCnh4eFifd3Jygk6ns3mNTqeDi0vjN+Xi4+OtLcQBONwNVz6fDx9/bxRWKCDgC6Ayl8Nd4Gd93mDSo09wDw4jtD/r1q3DmjVrrI/VanWdQpW9UygUSE9Px5AhQ3DgwAHodDo89dRTePrppxscgsnRi3Fc02q1SEtLQ0VFBQDA2dkZERER8PX1ta5zZ+Fh9uzZWLhwobVQIJVKsWbDUqRfy8Kfh5KhUeoRPnwgYheMgnegW4fE7AjFOEIIIYQQQgghxN61qgDx8MMPIzq68eEQoqKiEBUVhcTExFYFRhyTyWSC7o4W6RW6HPR2vX0uCfh8VJV1j1aoSUlJ2L59O37++WdrYcBgMEAkEtXp7RAeHo5r167ZLMvMzMSQIUMafQ9XV1ebAoQjmrc0Fq9t+Qhebj5QmysQ8r/eDxaLBWqtEnOXTeE2QDvjCC3/a+PfsWMHJBIJXF1d8cQTT+D++++HRqOptzDn6MU4Lsnlcpw9exbebn4wVbigWmlAtZMRZ0rPY/DwCAQHB+PgwYO4cuUK5s6da1N4uBOfz8fAoWEYODSsU+J2hGIcIYQQQgghhBBi71pVgGio+KBWq+vc3Bo5cmTrIiMOSSKRQOp6e1xuxiwQ8EXWx2azGd7+HdPa1d4MGDAAOp0Ob7zxBrZs2YLy8nK89tprWLJkSZ2bo/feey8+/vhjHDp0CDNmzMDRo0eRkJCAHTt2cBS9/egb0RPL192L/+77CUaBATq9FiazGbDwsGrDEoT09uc6RNLOwsLCYLFYYDQaIZFIAMA63n9t76q7dYdiHFcuXrwIickbF38uBCy3j7+ZGXH2zKcQOTPcc889WLJkCXg8XiNb6lyOUIwjhBBCCCGEEELsXdODJDfi1q1bWL9+PQDg2LFjGDNmDCZOnIhLly61S3DE8UREREDqZwafx6tzo7Bar4WbxBtDJ4dyFF3ncnFxwYcffoiMjAyMHz8eK1euxLhx47B9+3YANb2Ifv75ZwBAv3798M4772Dfvn0YNWoU3n33Xbz99tvo06cPl7tgNybfG437N8VixPDRGBETjXmLZ+DVjzdj3OzGe4iQrmncuHEIDQ3F9u3bodFoIJPJsHv3bkybNo2KDJ1MJpPBWG3B9dMl1uKD0WxAluwyUopOAHIXzJ2xAGPGjLGr4gMhhBBCCCGEEEI6R6snoQaAV155Bf7+/mCM4c0338SmTZvg4uKCXbt24dtvv22vGIkDCQ0NRV5oHhTDdchNkkPIl4AxBq1ODV21Do9sWdatJqAOCwvDRx99VO9zycnJNo8nTpyIiRMndkZYXdK19Ct4aNNf4Ofn1/TKpEsTiUT4/PPPsWvXLsycORN6vR5xcXHUI4gDGo0Glfk6a/FBrZcjrfwcenkNQR+v4bBYzLh+IRdjJ1FvSEIIIYQQQgghpDtqUwEiPT0d77//PgoLC5GXl4fly5fDxcUFb7zxRnvFRxwMj8fD+PHjERISguPiE6i6JIHIzYDIPgMwc8k4+AS5cx0i6YIsFgsqKyup+NCNBAQEYPfu3VyH0e1JpVKoZBoANYXjUnU2wnyi4ekUAAAwmAwwVXNTVG5oOC5CCCGEEEIIIYR0njYVIEwmExhjOHPmDAYPHgxXV1fIZDLrmNyE1IfH46FPnz4YHj0Uob1DMGvWLK5DIl3czZs3ER4eznUYhHQ7vr6+sPCMsDAJ+Dw+FLpy9PUebn1eJq/EiHGTOIyQEEIIIYQQQgghXGrTHBDjxo3Dxo0b8e677+Kee+5Bfn4+1q9fjylTprRTeMSRVVRUwNfXl+swiANISEjA6NGjuQ6DkG6Hx+Nh+oKJKC7NR7VeBbFACh6PD8YYKqrKIDQ7Y9SMAVyHSQghhBBCCCGEEI60qQDx0ksvYciQIVixYgUefPBBaDQaDB48GM8991yrtieTyTB9+nRcuHDBuiwlJQX33XcfoqKiEBcXR3NLOBAqQJD2cuvWLfTr14/rMAjplgYM6Yv5D0zDraLrgEGC/OJc5OblQGh0wwOPz+1W8/oQQgghhBBCCCHEVpuGYHJxccHGjRutjyMiIvDss8+2aluXLl3Ctm3bkJeXZ12mUCjw6KOPYtOmTVi6dCkuXryI9evXY8CAARg2bFhbQid2gAoQpD2UlJTAz88PfH6b6qmEkDYYO3sITl7ywKi+s2BQ8eAT4IZBE4I5LT7weDzO3psQQgghhBBCCCE12lSAKC0txXvvvYecnBxYLBab5z777LNmb+fAgQPYs2cPtm7dis2bN1uXHz16FJ6enlixYgUAYOzYsZg3bx6+/PJLKkA4AI1GAxcXF67DIF3cxYsXafglQjhmNBphshgxfXkU16EQQgghhBBCCCHEjrSpAPHMM8+goqICsbGxEIlErd7OhAkTMG/ePAiFQpsCREZGRp2JZcPCwvDdd981uj21Wm3zWCwWQywWtzo+0nE6q4WqwWCAwWCwPr77HCFdV0pKCrZu3cp1GIR0a9evX8fAgQO5DoMQQgghhBBCCCF2pk0FiKtXr+LIkSPw9vZuUxB+fn71LtdoNHBysh2+QSqVQqvVNrq9yZMn2zzesGGDzVBRhHuMsU59v3379mHv3r2d+p6k42k0GgiFQkgkEq5DIaRbS0xMRFxcHNdhEEIIIYQQQgghxM60qQDh5ubWoT0LnJycoFKpbJbpdLomh+2Jj4+Hq6ur9TH1frA/SqUS7u7unfZ+69atw5o1a6yP1Wp1nUIV6XqSk5MRHR3NdRiEdHt5eXno3bs312E0qrKyEikpKVCpVHB2dsawYcPg7+9Pc0UQQgghhBBCCCEdqE0FiMceewzPPPMM1q5dW2cy4eDg4DYFBgDh4eE4c+aMzbLMzEz079+/0de5urraFCCI/ensCahpGC7HdPHiRaxatYrrMAjp1oqLixEQEGDXN/ITEhKQmpoKEU+CkkwNVFUaxP+cjLHThmPOvTPsOnZCCCGEEEIIIaQra1MB4tlnnwUAHDt2DEDNeP6MMfB4PNy4caPNwU2fPh3//Oc/8cknn2DFihW4dOkSfvnlF7z77rtt3jbhVkVFBXx8fLgOg3RhZrMZCoWizUPAEULaJjExEaNGjeI6jAbl5+fj+vXr0FcKcPFkDpjl9hCA+6//AZ7WCXP+MonDCAkhhBBCCCGEEMfVpgLE77//3l5x1MvLywsfffQRXn75ZezZswfe3t549tlnMWbMmA59X9LxKisrERAQwHUYpAu7ceMGTXpLCEdUKhWys7Oh1+tx9uxZbN++neuQGpScnAwx3wkXTmbaFB8AQCp0xg8fH8eE6aPAl3IUICGEEEIIIYQQ4sDaVIAICQmBRqNBfHw8CgsL4e/vj9jY2DaN7Z+enm7zeOjQofj666/bEiaxIyqVCllZWbhy5QrGjh0Lo9EIkUjEdVikC0pISEBsbCzXYRDSrTDGkJycjLKiShirRKhWG6CUVePksVMYEROJkJAQrkOsQ6VSoShdA2ZhYGCo5lfC2VIzBCCPx4PBYMDV+HwMn9n2oSMJIYQQQgghhBBiq00FiNzcXKxevRpGoxHBwcEoKirCa6+9hk8//bTJeRpI98IYw6VLl5B7qwDaMh7yMkrhyStASeFPmDB5rF3etCL2LScnx+4nvSXE0WRkZKAgXYay62YwZkaxIgsevBCUJfFxovwc5v9lRpsaIXQEgUCAaqUBAKDjyWHi6WxX4AEqmZ6DyAghhBBCCCGEEMfHb8uLX331VcyaNQunTp3C/v37cerUKcyfPx+7du1qr/iIg7hx4wbSk/KQdboaxWlaaFTVUOTykHNGj1+/+R1qtZrrEImdq66uRkpKCn777Td8/fXXcHJygtFo5DosQroNxhjSUjNRes0I9r+RjMpUuQhw7wUGHpRZAiQlXOE2yHr06dMHEJvAYIFGUAJXc5D1OaPZAE9nX3j6OXMYISGEEEIIIYQQ4rjaVIBISUnB5s2bwefXbIbP5+Pxxx9HSkpKuwRHHIPFYsH1K+kouqK33rQCaoa+4IGPsjQTEs9d5iw+Yv/Ky8tx+PBh5GcXozLThOQ/02FUiPD9/p+gUqm4Do+QbkGr1aIyrxoAD0BNQUJrUMFZXNPjQSxyQnpSAYcR2mL/+8IZPnw4QsI9oeQXwsUcAD4EAACzxQSDSYc+gQMxaAINv0QIIYQQQgghhHSENhUgBAJBnZbrarUaTk5ObQqKOBatVovSWypr8YExi83zEpETrp6/xUFkpCswm834888/wdTOSPqlGJlJZSgqLoC51ANpx+X46sOfuA6RkG6Bz+dDq7w9fJG8ugyezv4262j/N9SRPZFKpZg6cwpcA3hgehHUeiU0OhUEfCEi+0zA7Eei4e5L1y2EEEIIIYQQQkhHaNMcELGxsdiyZQuee+459OjRA/n5+fjHP/5BE8MSG3w+H1qVHkDNZNPl2jx4SQNt1qlW0VA6pH55eXlgJgGuxReDMQaTxQA+Twg+TwDwgBtni5A9Jx99BoRyHSohDs3JyQlCMR8WvQV8Hh9F8kz08BpgfV5TrUJgbz8OI2zYt99+ixdeehYi5ozLf2RDr7LAP9gbgyYEU/GBEEIIIYQQQgjpQG0qQGzZsgUbN27EnDlzwOPVDMkwadIk/O1vf2uX4IhjcHZ2hsRZDK3SAh6AUk0WBvtNtj6vqVZhAN08Jg2oqKhAVZ7BOpyK0lgGd/HtVtcikQQXf0+nAgQhnWDy3NH4+l/HEOTfE0pdJdylPgAAk9mIkpJiLN+8kuMIAblcjqtXr6K0tBTHjh0Dn8+Hj48PevToAQCYudKb4wgJIYQQQgghhJDuo00FCE9PT3z++efIz89HZWUlQkJC4Odnn60fCbemzR+Hj3f9Akj08HEKqWm9DsBkNkGhqMK0RfdxHCGxVxKJBCq5xvrYbDFCLLg9YazFbIZezep7KSGknUUM7YcJcyrxy/4jkAhdoNRUQavVQqPU4r61s+Dfw4vT+K5evYrLly9DzHdGtdKIhEMZuFF0AffOnw+LxWKds4oQQgghhBBCCCGdo1UFiEuXLmHEiBG4ePGizfKcnBzk5OQAAEaNGtXm4IjjGDS8P6YtGoP/fPEe+riNgEqrgE6ng8lgwgOPLeT8phWxX3379sUxnEdDH1fVOh369KXeD4R0lmmLRiOzOAVi3WCIzG7wD/TC2DmDOR/KqLy8HCkpKTDJJUg6mQuNyYAMxU1IEIATX6ZCaHTDolXTOY2REEIIIYQQQgjpblpVgFi7di2SkpKwcmX9Qy3weDzcuHGjTYERx+MUYMLi+++Fsy4EsgoVAoN9MXb2IM5vWhH75urqiqiJETj8USJcnT2tyxljkKsq4OMcjGFTenEXICHdDGMMhSV5+PvfH7EOv2gPrly5AqnQFZdOZoExBgYLqpkcgfwh4Il5OPTVn4ibPQ6e/i5ch0oIIYQQQgghhHQbrSpAJCUlAQDS0tLaNRjiuMxmM44ePYrnnnsOEomE63BIFxM7fSLU5Wb8/OUJqHnFEEACFatGqFc47t84lYpYhHSirKws9O3b166KD0DN3A8lGVrrfDE8CODF72mNkzELLp/MxpSlQ7gMkxBCCCGEEEII6VZaVYAoKipqcp3g4ODWbJo4EJPJhOrqaohEIly8eBGjRo2i4gNpFb1eD+cAM+LuG44Lp83gmcXwdvPDkHFeCBtJ884Q0pnOnDmDCRMmcB1GHQKBABqFzvo4gD/ItkjCGDRyEweREUIIIYQQQggh3VerChBxcXHg8XjWVoa1apfREEzdm9FoRHJyMorySlGeo4FSpkFq/nns2P4s16GRLogxhlOnTkFbxlB4yQi+WQqJwAVS5o2rJ4qhUx/E8kfncx0mId0CYwwZGRkNDsHIpf79+yPtfKH18Z3FB7PFDKnYFT4BblyERgghhBBCCCGEdFutKkD8/vvv7R0HcRAmkwmnTp2CrpKP/ItmwCKBTFUIL0EP7Nv5Pe57aA5Gz4jgOkzShZSXl6NaZUDGeRXuqnnCSeKCpN8zMWVGOYJ7U08IQjpaTk4O+vTpY3fDLwFAeHg4ekRcQeH1HAgEYutyi8UMtVaBwaGjMWgC9c4khBBCCCGEEEI6U6sKECEhIe0dB3EQOTk54JlFyLooAyysZrJSxU1EBk+DxcLw/YfHEBHdi8bsJ81WUFAAdYnldvHhriKEs7MLzv12FYv/GtfpsRHS3Zw5cwbjxo3jOox6iUQiLFm2EEbVz/jz16u3l/MlGNhjBO55dDR99xBCCCGEEEIIIZ2sVQWIiIiIJls/0hBM3VNubi505RLAUnOXuFSdA1+XHhDwhRDwASY0I+VkDibeN5DjSElXwePxoFUarI+Vhgr0crrdipkBUMsN9bySENIejEYj5HI5GGNIS0vDihUruA6pQVKpFGs23o+5C6cj+WQWdEoLAkK8MWhCMBUfCCGEEEIIIYQQDrSqAPHpp5/a5fALhHsWiwU6lREWZkGBIg0VmnwMD5pqfV4oFKKqXM1hhKSrCQkJwXneNQACGM16WJgZUqGL9XmNRo2evalXFiHtzWKx4Nq1ayjILYG2lKG4pATqSgMSzyVj5Ngou74O8O/hhZkrR3AdBiGEEEIIIYQQ0u21qgARExPT3nEQByGVSnFTmYnkwvMIcu+HqOAZNjep9HoDfAI8OIyQdDV+fn4I7u+Fq1llKKvORoBLH+tzmmoVREyKEdPCOIyQEMeUnJwMeaEBslQxmKVmOLTeHpE480MmirPluHcFDXtGCCGEEEIIIYSQxrWqADFv3jz88ssviIuLa7AFJE1U3f3k5eXh+PHjgIWHyB7TILjr9NJUq+DEd8PQyaEcRUi6Ih6Ph1n3TENVyc9IPZ6LAV7jodGpoFarILBI8ODj82loFULamVqthqJShZJUHpilZlmluhiDQ8aBx+Mh+Y90jJkcBf8eXtwGSgghhBBCCCGEELvWqgLEo48+CgDYsGGDXQ/BQDqHUqnEV199BbVajfXr1///9u47rKnr/wP4OwECCCJLQZx14S7LTVVwULfiQG2po1Wsde89at21rXVBterX4qqKG6t14QYRJ4qKdbBkrwAhkOT3Bz9TU0CGgTDer+fJo7n35pzPTe65CfdzzzmIiorCw1uhiA3JhrZQG3KFHMniRKQmpmHUVFdeLH5PSEgI1q5di+DgYOjo6KBTp06YN28eTE1Nc237zTffwN/fH9ra/zbbjRs3onPnzqUZskbo6urC1rEJMtAJxoq6SE/OQv1P2qJNT2seT0QlIDw8HFlJIijkWQCA5Ix4GOmbKr/zzc3Mcd33PgaN76rBKImIiIiIiIiorCt2DwgAcHV1VWswVL5kZWXB19cXQUFBcHNzQ/PmzQEANWrUQM2aNXEv8BFC70ciK1WGlk0bw3mgA4xrGBRQauUhkUjwzTffYNiwYfDy8kJaWhrmzp2LBQsWwNPTM9f2jx49wu+//462bdtqIFrN+/vvvzFmzBiYmZlpOhSiCi87OxtZ6QoAgEKhwJPIW2has41yvZZQB0nx6ZoKj4iIiIiIiIjKiWIlIN55+PAhNmzYgIiICMjlcpV1HIKp4lIoFAgMDMTx48fRrVs3LF26FEKhUGWbGjVqoGdvZ/TsraEgy4HIyEg0bdoU3333HbS0tCASieDm5oY5c+bk2jYsLAzJycnKJE9lk5iYCJlMxuQDUSkxNTXFM3kUABFexz9GVT1TGFepoVyfkpqE1k2tNRcgERERITU1FVlZWXn2niYiIiIqK4QFb5K/+fPnw8TEBBMmTMCkSZNUHlQxvX79GqtWrcLz58+xaNEiODk55Uo+UOE0aNAAO3bsgJaWlnLZ2bNn0aJFi1zbPnz4EAYGBpg+fTrat2+Pvn374vDhwwXWIRaLVR5SqVSt+1DSpFIpsrKycOHCBXTv3l3T4VQIUqk013FB9F+WlpbQNZMjRRKPN/EhaGbVTrlOmpWJpMRUdOzdSoMREhFRZebs7IxWrVrB1tYWtra2sLGxgZ2dHb744gs8fvxYLXV4enrim2++UUtZeUlJScHgwYORkpJS6NecOHECffr0UT7v0aMHnj9/DgDw8fGBs7NzkWKQSqXw8vJCv379YG9vj44dO+Lbb79FcHCwcpt58+Zh3rx5+ZbRp08fnDhxokj15qU47wcRERGVDx/VAyIiIgJHjx6Fjo6OuuKhMio5ORn79u2DRCLB+PHjUb16dU2HVKEoFAr88ssvuHTpEry9vXOtl0qlsLGxwfTp09G4cWP4+/tj8uTJMDAwQK9evfItt0uXLirPJ02ahMmTJ6s9fnV7+fIlHtwJRlRoMsQpEgS/uYm5c/L/w4cKz8vLC5s3b9Z0GFTGCYVCdOrSDidOzEej6u0BBSBXyJGYGofoqGgM+boX518hIiKNWr58ucqQwHFxcVi0aBEmTZqE8+fPf/RNUhMmTPjYED9oxYoVGDZsGIyMjAr9mv79+6N///7K54mJicWuPzMzE+7u7hCJRFi7di2aNm2KjIwM7NmzB19++SX+97//oXXr1gWWc/r06WLH8D4jIyMMHz4cP/zwA9atW6eWMomIiKhs+KhfZW3atMGTJ0/UFQuVQVlZWTh69Ch++uknODk5Yfr06Uw+qJlYLMaUKVNw8uRJeHt7w9o697AmAwcOxI4dO9C8eXPo6OjA0dERAwcOxJkzZz5Ytp+fH+7cuaN8eHh4lNRuqM2jR49w68IDvLolRVZsFaQmZMBYuxb2/OiLCz63NR1euefh4aFyTPj5+Wk6JCqjzp07h8Fug+Ay0gHZBvFIkb1F3cY1MOvHUbBzaqjp8IiIiFSYm5vDzc0NERERSEpKApCTlJg1axY6deoER0dHLFmyRKX3540bNzBw4EDY2dlh+PDhWL9+Pdzd3QEAmzZtUv4fAM6fPw9XV1fY2dnBxcUFu3fvVg5DPG/ePCxZsgQTJkyAra0tunXrhj179uQb67Nnz+Dn54dBgwYhOTkZLVq0UP5dnZmZidatW2P9+vXK7adMmYKNGzeq9HJwcXEBAIwbNw7bt28HkDOH048//oiuXbvCzs4OixYtQnZ2dp4x/PHHHwgPD4enpyeaN28OoVAIAwMDfPvttxg+fDiePXum3DY+Ph5TpkxBu3bt4OjoqHLDlLOzM3x8fAAA7u7u2LBhA7744gvY2tqiV69e8PX1VW4bFBSEr776Co6OjmjVqhVcXV1x79495foBAwbg8uXLKnUTERFR+fdRCYhp06Zh7Nix+O677zB//nyVB5VvCoUCt27dwrJly2Bqaoply5ahadOmmg6rwnnz5g0GDx4MsViMw4cP55l8AIDDhw/nSjZIpVLo6up+sHxDQ0OVh0gkUlvsJSE9PR0vnr5C3FMFhAoBACAy5RlqVWsCS/PaOHPwKhKjOWTQxxCJRLmOC6L/ev78Od68eYMePXrgU4cWGDtzCCYtH4FB47vA1LKqpsMjIiLKJSoqCt7e3mjVqhVMTU0hl8sxceJECIVCnD17FidPnkRMTAyWLFkCAAgPD8eECRMwYsQIBAQEYNasWTh48GCeZd+6dQvTpk3DN998g4CAAPz000/YtWuXSpLBx8cH7u7uuH37NsaNG4c1a9YgOjo6z/L279+P7t27QyQSoVq1amjbti2uXLkCAAgICIBAIMCNGzcA5Pzmv3btGnr27KlSxtmzZwEA27dvx7hx4wAA0dHRMDIywvnz5/Hnn3/i1KlT+Ouvv/KM4eLFi+jatWuevwXnzp2LIUOGqOz/8OHDcevWLcycORM//PBDvvv2559/YuHChfD390fPnj2xZMkSZGZmQiKR4Ntvv4WLiwuuXLkCf39/1K1bV6W3g0gkQrdu3XDgwIE8yyYiIqLy6aMSECtXroSZmRkMDAzUFQ+VAS9fvsQPP/yAV69eYcmSJejSpQsEAoGmw6pwkpOTMWrUKNjZ2eH333//4ORxYrEYK1aswOPHjyGXy3H58mWcOnUKbm5upRhxyXv16hUy4oSAXAEAkGSnAxBAV7sKBAIBqhpVxdVT9zUbJFEFJ5FIsHv3bowfP57nfiIiKrOWL18OBwcH2NjYoEWLFvjyyy/RuHFjZW+AR48eITg4GEuXLoWhoSFMTEwwd+5cnD59GomJiTh58iSaNWsGNzc3aGtrw8HBAcOGDcuzLh8fH3Tr1g29e/eGtrY2WrRogfHjx6tcKG/Xrh06deoEbW1tDB48GDKZDG/evMmzvFu3bsHW1lb5vHv37soExLVr1+Dm5oanT58iISEBt27dgomJCZo1a1bge2JoaIhx48ZBW1sbjRo1QtOmTfONISEhodA92zt16oSOHTtCIBCgT58+UCgUCAsLy3NbFxcXNG/eHCKRCIMGDUJqairi4+Oho6ODgwcPYuTIkZBKpYiIiICxsXGuRIadnR1u3rxZqLiIiIiofPioOSCCg4Nx/fp1JiAqiMTEROzbtw/Z2dmYOHEizMzMNB1Shebj44PIyEicOXMm151Jd+/eha2tLZYvX47+/ftj1KhRSE9Px6RJkxAfH486depg7dq1cHBw0FD0JSMjIwPyzH8veL5MuI86xv/2vNHR1kFCDCemIypJO3fuxNChQ4s0JjUREVFpW7p0KVxdXSGVSrFnzx54enqiS5cuMDExAZDTw0Emk+WaE00kEiEsLAxRUVGoVauWyro6derg4cOHueqKj4/PlQCoXbs2IiIilM/fv5j/bo7Ed0M0/VdUVBQsLCyUz7t3747Vq1cjNTUVV69exapVqxAQEIBbt24pexIURrVq1VRuHtDR0YFMJstz2+rVqyMmJibPdcnJydDX11f2njY2Nlaue7fsQ+W+o62dc7lBLpdDS0sL/v7+GDduHNLT09GoUSNoa2tDoVCovN7CwgJv374tYE+JiIioPPmoBES9evWQlpbGBEQZl5aWhpCQECQmJkIgEEAkEqFx48awtLQEkNOt9+TJk3j48CG++OILNG7cWMMRVw5jxozBmDFj8l1/9+5d5f8FAgEmTpyIiRMnlkZoGlOtWjUotCMBAG9T/4G2UBsm+pbK9ZJMCapb5t9ThIg+jr+/P3R1dWFjY6PpUIiIiApFJBLhm2++QXJyMiZOnIj9+/ejadOmsLS0hJ6eHvz9/aGlpQUg5++esLAw1KtXD7Vq1cKlS5dUyoqMjMyzjlq1auXqSRAWFlbsufEEAoHKhXcLCws0bdoUPj4+iIuLQ6tWreDo6IgbN27g6tWr+OWXX4pVz4c4Oztjx44dEIvFuYZhWrhwITIyMvD777+rrb779+9jxYoVOHDgAFq2bAkg56aHly9fqmwnk8k+egJxIiIiKls+6pt90KBBGDt2LHbt2oWjR4/i2LFjygeVDUlJSbh+/Tq0oAutFBNIwqpAEiXCg7vBePLkCa5fv47ly5fDwsICS5cuZfKBNKpevXrQM5cjLSsZUSkv0NDMXrlOJpchTZwGx76tNBghUcWVmJiIU6dOqUy4SUREVF5MmzYN1tbWmDFjBiQSCVq3bo169ephzZo1SEtLg0QiwapVqzB69GjIZDIMGDAAT548wbFjxyCTyXD//n38+eefeZY9ePBgXLx4EWfOnIFMJsPjx4+xfft2DB48uFix1qpVK9fQQz169MC2bdvQvn17aGlpoVOnTjh16hTkcnm+NwaIRCKkpqYWK4aRI0fC3Nwc3377LUJCQqBQKJCYmIgNGzbg+vXrmDJlSrHKzU9qaiqEQiH09PQAAPfu3cOePXsglUpVtouJiYGVlZVa6yYiIiLN+qgeEO8m3frjjz9UlgsEAgwcOPBjiiY1uXv3LgxRHYHHwvF+79aUjFgcST6Cz7p2xJIlSwqczJioNOjo6MDGviV8fdeisXkHCAU5OdKMzHTExkVjyNefo1r1KhqOkqjiUSgU8PT0xNdff13mJ6snIiLKi5aWFtavX4+BAwdi7dq1WLp0Kby8vLB27Vr07NkTmZmZaN26NXbt2gVdXV1YWlri119/xbp167B8+XI0a9YMjo6OSExMzFX2p59+io0bN2LLli1YsGABTExMMGLECOXkz0XVqVMn3LlzR2XOie7du+Onn35Cp06dAAD29vYQCATo3r17vnMyubm5YebMmRg9ejTq1atXpBh0dXWxd+9ebNmyBVOmTEFcXBz09PRgY2MDb29vtGjRolj7lp9OnTph5MiR+OKLLyCXy1G7dm24u7tjw4YNiIuLg7m5OQDgzp07cHR0VGvdREREpFkCxX8HXSzHxGIx7O3tcefOnVzdSCujpKQk3L4ZhNc3pMrkgyQrDU/fBgACoL5JS3Qc2BQdu7TRbKAaUNGPlfKyf3FxcXj+/DkkEgm0tLRQp04dnDp1CjY2NpCmyfA0KBzpqVJUr2GOnq4dUbOeuaZDrnDKy7FSXBV9/9TF19cXWVlZGDBggKZD0RgeK0RElUtUVBQSExPRvHlz5bI1a9YgNjYWGzZsKNG6Q0JCMGrUKPj5+Sl7BFDOfHBdu3aFt7c3e+YTERFVIMUagum3335DdnZ2gdtlZWXBy8urOFWQGqSnpyMxPBPpmWKEJYQg6M15PIjwQz2zlvi0thOqVjHDk4DXmg6TKqng4GA8fvwYRlVMgUQjJIdq4eCu40iIS0T79u3R7fOumLjgS8xaPRajpvdn8oFU+Pr6onnz5rC1tVU+Zs+eremwyqWwsDAEBQWhX79+mg6FiIio1CQmJmLkyJF49OgRgJykwIkTJ+Dk5FTidTdt2hSfffYZfHx8Sryu8sTHxwddu3Zl8oGIiKiCKdYQTDo6Oujfvz9cXV3Rr18/WFhYqKyPiIjAmTNncOjQIZVupVQ60tLS8PDhQ/j7++NB4GPoCauhumEdtLDqCF3tf4evkUolQEbe3XmJSlJcXBzi4+Ohl22Km4dfQqEAUiUJeBH1D1pYOuLkvktwHdVT02FSGfbw4UMMGDAAq1ev1nQo5VpWVhZ+++03TJs2jRM+EhFRpdK8eXMsXLgQM2bMQGxsLMzNzTF+/Hj07du3VOpfuHAhxo4diz59+qBatWqlUmdZlpycjMOHD2PXrl2aDoWIiIjUrFgJiDFjxqBz58749ddf8dNPP8HCwgIWFhaQy+WIjo5GfHw8unXrhq1bt6Jhw4bqjpn+IysrC0+fPsX9+/cRGhoKPT09tGrVCoMHD4ZOuhm0Uk0gFGrlel1sfDS62HbQQMRU2T1//hxm1SyUyYdsWRYeRV6FbZ0e0NOpgtvnn6KrSweYWlbVdKhURj18+BC9evXSdBjl3r59+/D555/DzMxM06EQERGVuqFDh2Lo0KEaqdvExARHjx7VSN1lUbVq1fh+EBERVVDFnoS6YcOG2LhxI+Lj4+Hv74+oqCgIhUJYWVmhffv2vIujBCkUCrx58wb37t1DcHAwZDIZrK2t4eDggOHDh0NL699kw+eDOuP31cdRq2Y96GjnTCwqV8gRl/AWkIjQpqe1pnaDKjGJRAJJlFg5N0nI21toXMMBejo5PXT0dPVw99I/6DbiUw1GSWWVXC5HcHAw9PX1sWPHDshkMnTp0gWzZs3K97tHLBarPBeJRJV+suVHjx4hJSVFOdllZSOVSiGVSpXP/3uMEBEREREREdHHK3YC4h0zMzP07t1bHbHQB8TFxeH+/fu4f/8+kpOTUa9ePXz66adwcXH54MRlDZrWRf+R3XFs92UotLIgFGghWypDNd3qGDmlK4zM9UtxL4hyCIVCpCRJlM/TpMkwN6ylfJ6VlYWMZJkmQqNyICEhAc2bN4eLiwt+/fVXJCYmYu7cuZg9ezZ+++23PF/TpUsXleeTJk3C5MmTSyPcMkksFmP//v1YuHChpkPRGC8vL2zevFnTYRARERERERFVaB+dgKCSkZaWhkePHuHevXuIjIyEmZkZPv30U4wdOxbGxsZFKqudSzM0s6+PR1fCkRyfAZPqBmjuaMXkA2lM3bp1cftZCAABMrLE0NM2UK7LlmUjSyKDuSV7UVHezM3NsXfvXuVzfX19zJ49G8OGDYNYLIahoWGu1/j5+aksr+y9H7Zv344vv/wSVapUKXjjCsrDwwNjxoxRPheLxbkSVURERERERET0cZiAKCOysrLw7Nkz3Lt3T2Ueh759+8LKygoCwcdNFm1kro+Oro3VFC3Rx6lbty6eWDxD1NNUJEmiYWJgCSAn+fA67B/UMKyH5o5WGo6SyqqQkBCcOnUKM2fOVJ4bpVIphEJhvokFQ0PDPBMTlZGfnx8sLCzQrFkzTYeiURyGi4iIiIiIiKjkMQGhIUWZx4GootHS0kKPXs6QJF7CvZN+sDT8BK/T/kGWRIYahvXQZ1xb9tChfBkbG2Pv3r2oVq0axowZg5iYGKxfvx6DBg3iBeUCxMTE4OLFi1i8eLGmQyEiIiIiIiKiSoAJiFJU3HkciCoiHR0duI7qiaCn19C1pRMkKQqYW1bj8GBUIEtLS3h5eeGnn37Ctm3boKuriz59+mD27NmaDq1Mk8lk8PT0hIeHB7S1+fVPRKVDJpMhMjISderU0XQoRFQJvXr1CvXr19d0GERERJVasa5AzJ8/P9cyXV1dWFlZoXfv3qhdu/ZHB1YRpKen4+HDh7h//z4iIiJgamoKGxsbjBkzBiYmJpoOj0jjMjMzUcVQD91H2mo6FCpn2rZtiwMHDmg6jHLl2LFjaN++PaysOLwZUWVkbW0NADhz5gwaNGigsm7Xrl1Ys2YNJk2ahMmTJxe5bH9/f3z11Vd4+vQpIiMj0adPH5w+fRpWVlaYPn06GjduXKxyqfx7+fIlPD09cfPmTaSmpsLMzAyff/45vv32WxgYGMDa2hp79uxBu3btcr02MDAQ48aNw927dzUQOZUma2trdOnSBV5eXipDD/v4+GDz5s24ePFiscrdu3cv/vrrL/zxxx8AAGdnZ0yaNAmurq5qibuonJ2dERsbm+eNINu3b4eDg4MGoqKPERwcDC8vLwQEBCAzMxPm5ubo3r07PDw8ijx3pzrx/ElEZY3aboFMS0vDhQsXsG3bNvzxxx9o2bKluoouNXK5HNnZ2dDR0SnWnAvv5nG4f/8+QkNDoauri1atWqFPnz5qmceBqKJ58eIFGjVqpOkwiCqUrKwshIaGIj4+HgKBAAqFAtnZ2QgNDcWcOXM0HR4R/b/ExEQEBQUhMTERJiYmsLOzK/EbVExMTHD06FHMnDlTZbmPj4/a5smxsrJSueCRmJiolnLp46XEZeDxtUikxGXAyFy/xHudBgUFYezYsRg7diyOHTsGU1NTvHz5EkuWLMHYsWOxb9++D77ewcGBF880JDw1HD7PfRCeGo7aVWvDtbEralct2ZsM/fz8sGPHDowbN05tZSYkJKitLHVZvny5xhIgFVlYQjoO3H6DNwkZqGuqj+Ft6qKOaZUSrfPSpUuYNm0aRo8ejYULF6JGjRr4559/8PPPP2PgwIE4ePAgLCwsSjSG/PD8SURlTbESEKtXr8533e7du/HLL79gx44dxQ6qtKWnp+P2zbsIvR+BrAwFtEQKfNqxMezb23xwLob85nGwt7eHm5sb53EgKsCTJ08q/US4ROoklUrh7++PGqZWMMyqhfSUTGjrAYd9vdB/QD8oFAomw4nKgHv37uH48eNQKBTKZdevX0f//v1hY2NTYvX269cPx48fx/Tp0yEUCgEADx48gFQqRfPmzZXbKRQK/PHHH9i7dy/i4+PRpEkTLFiwQHmDUUxMDJYsWYKAgACYmJigT58+yteGh4ejW7duyhuTAgMDcffuXQQHB8PT0xNv3rzBqlWrcPfuXVSpUgX9+/fHd999B5FIBB8fH3h7e8PY2BgPHjzA0qVL8eeff6JWrVrw9/eHQqHAqVOnEBAQgN9++w2vX79Geno6WrVqhR9++AH169eHj48PDh06hBYtWuDUqVMQCARwdnbGsmXLoKOjU+C+vXjxAuvWrcPTp0+RkJCA2rVrY/bs2XByclLu2w8//IBt27YhOTkZrVu3xurVq2FpaVlin5s6hNyMwsU/QqCQ/3vM3T33Bk7uTdG0Q80SqXPJkiUYOHAgpkyZolz2ySef4Oeff8aSJUsQFhYGIOfYX7VqFd68eYOGDRti1apVaNKkiUrPmoLee4VCge3bt+PkyZOIioqCQCBA586dsXLlSg51W0THQ49j6Y2lkClkymW7Hu3Cso7LMKDRgBKr193dHRs3boS9vT3s7Ozy3Obp06f48ccfcf/+fejp6cHZ2RkzZ85E1apVc50/Fi5cCC8vL8hkMjg4OCAwMBBAzh3rf/75J549e4aaNWti6dKlaNu2LQAU6/xkY2ODoKAgPH78GJaWlpg8eTJ69+5d7Pfhv7008moHY8aMwZEjR9C3b18sXboUhw4dwu7duxEVFYVatWph3Lhx6N+/v/J9bdGiBQICAvDPP/+gQYMGWLBggbK3xYf2ubw4fCccc488gOy985uX3z9YM7g1htiXTOJMKpVi0aJF8PDwwMSJE5XLGzZsiF9//RUjR47E6tWr8csvv+DkyZPw8vJCRERErmPk9OnT8PT0RGRkJOrVq4cZM2bA0dERABAdHY3Vq1fjwYMHiI+Ph7m5Ob799lsMGTIEQE7PoUWLFsHb2xsxMTGwtrbG8uXLYW1trXLcAMDFixfz/d4kIioNQnUXOHToUDx8+FCtZQYHB+OLL76Ag4MDHB0d8cMPP0Aqlaql7LS0NBz1/guhV1Ohm24BQ4Ul9DNrIvDUGxza7Qu5XK6yfXx8PC5cuICff/4Zy5Ytw/nz51G7dm3MmDEDixcvxrBhw2Btbc3kA1EhPH/+HI0bN9Z0GEQVRkhICPTlZnh0Nh6hQTGIDE3G4aN/omHVttDOrIrXr19rOkSiSi8xMTFX8gHI6Yl74sSJEu0x0LVrV2RlZeHGjRvKZYcPH1ZezHhn37592LVrFzZu3IibN2/C1dUVY8aMQVxcHABg+vTp0NbWxpUrV+Dt7Y0rV67kWd/KlSvh4OAADw8PeHp6Ij09HaNHj0bjxo1x5coV7Nu3Dzdu3MCmTZuUrwkODka/fv1w48YN9OjRAwBw48YNHDhwACdOnIBYLMbUqVMxfvx43Lx5E5cvX4ZCocCWLVuUZQQFBcHMzAxXr16Fl5cXfH19ce7cuULt2+TJk9GkSRP8/fffCAwMhKOjI5YtW6ayX5cvX8axY8dw9uxZxMXFYevWrcX8REpHSlxGruQDAMjlClz6IwQpcRlqr/PNmzd4/vw5+vbtm2udubk5tm7dqrzwFRAQgN9//x03b96EiYkJ1q5dm2+5+b33Z86cwZ49e7Bp0yYEBgbiwIEDuHbtGk6ePKn2favIwlPDcyUfACBbkY1lN5YhPDW8xOru0aMH3NzcMGPGDCQlJeVan5iYiK+++gqNGjXClStXcOTIEbx8+VKld+f7549evXrBw8NDJfkAANeuXcO6desQEBAAW1tbLF68GACKfX76888/sXDhQvj7+6Nnz55YsmQJMjMzS+hdypGWlobr169j+vTp8PHxwZo1a7Bo0SLcvn0bCxYswPLly/H3338rtz948CDmzJmDgIAA9OjRA99++y0SExMLtc9lXVhCeq7kAwBkyxWYd+QBwhLSS6Teu3fvIi4uDgMHDsy1TigUYsiQITh//jxu3LiBBQsWYPbs2bhz5w7mz5+POXPmIDQ0FH5+fli6dKkyoT958mRMnjwZz58/BwAsWrQIOjo6OH36NIKCgvDll19ixYoVSEtLU9Z1+vRp5fewvr4+1q1blyuet2/fFvi9SURU0tSegDAwMEB2drbaypPL5fDw8ICLiwsCAgJw+PBhXLt2Ddu3b1dL+f7XAiGNMoSutmr3YyMDU8SESBDk/xD+/v747bffsHTpUnh7e0NbWxujR4/G8uXL8fXXX8Pe3p531hAVkUKhQGZmJtsOkZrI5XK8DY/F6zti5YXN8PhQCARATZMGiAmW4UXIK80GSUQICgrKlXx4Ry6XIygoqMTq1tbWRr9+/XD06FEAgEQiwdmzZ3NdQNm7dy88PDzQtGlT6OjoYMiQIWjYsCFOnDiBiIgIBAYGYtasWTA0NETNmjUxadKkQtV/+fJlSKVSzJgxA7q6uqhZsyamTp2KvXv3KrfR0dHBgAEDIBKJlL8ROnfuDAsLCxgZGcHU1BSnT5+Gs7MzxGIx3r59CxMTE0RHRyvL0NPTw4QJE6Cjo4PWrVvD2toaL1++LHDfAMDLywuTJ0+GQqFAREQEjIyMVMoGgHHjxsHIyAjm5uZwdnbGq1evivQ5lLbH1yJzJR/ekcsVeHwtUu11vhv6xtzcvMBtx4wZA3Nzc+jp6aF79+548+ZNvtvm99537twZhw8fRv369ZGQkIDExEQYGxvn+uzow3ye++RKPryTrciGz3OfEq1/7ty5MDU1xbx583KdJy9cuAAdHR3MmjULenp6qF69OhYvXoyLFy8iNjYWQN7nj/9yc3ND3bp1oa2tjc8//1zZE6e45ycXFxc0b94cIpEIgwYNQmpqKuLj4/Pdx+XLl8PBwUHl0a9fvyK9TwMHDoRIJIKRkRGOHDkCNzc3dOjQAVpaWujQoQPc3NxU5kobPHgw2rdvD5FIhAkTJkBfXx+XLl0q1D6XdQduv8mVfHgnW67Agdv5n08+RkxMDID8z3E1atRAVlYWTp48iZ49e6JLly4QCoXo3Lkz9u3bBwsLC3h7e2PEiBFo06YNtLS04OTkBGdnZ+Vn98MPP2Dp0qXQ0dFBZGQkDAwMIJFIkJycrKzH3d0d1atXR9WqVdGrV688v48K871JRFTS1DYHxDv//PMPTE1N1VZecnIyYmNjIZfLlT9ChEIh9PU/frzSrKwsvH4cCx2t6splcrkM8WlRiE5+jYS0aDzefgX9Bn/OeRyI1CwqKoqT4RKpUXZ2NuLfZEBHkTOO+9uk13gSHgCnlkNzNhAIEPEsCeiluRiJqOA5EUp6zgRXV1e4ublBLBbj/PnzsLOzQ/Xq1VW2iYiIwNq1a/Hjjz8ql2VnZ6Nly5bKCxbvf4fXrVu3UHVHREQgISEBbdq0US5TKBTIyspSXrCrXr26cniod2rUqKH8v46ODk6dOoUDBw5AIBCgSZMmEIvFKpO6mpmZqfxmfzf0UkH7BuT0JJs4cSJiY2PRsGFDmJqa5roQ+v4FJ21t7XwTSmVFQT0cUuIlaq/z3TEVGxub5xAfcXFxyvfx/YladXR0IJPlfQEcyP+9VygU+Pnnn3Hp0iWYmpqiWbNmyMrKKvOfTVlTUA+HcHHJ9YAAAJFIhF9++QWDBg3Czp07VebFiY+Ph5WVlcpIA7Vr5wyvExERASDv88d/5Xe8Fff89P7589156L+jKLxv6dKlHz0HxPvnxLi4ONSpU0dlfe3atVUm7n6/DQoEAlhaWiI2NhZCofCD+2xmZvZRcZaGNwkfPr+FFbC+uN597pGRkXme48LDw6Gjo4OoqCi0atVKZV3r1q0B5BxzAQEB2L9/v3KdTCZD+/btc2IPC8O6devw6tUr1K9fH/Xq1QOgenwV5vuoMN+bREQlrVhnnMjI3HfJyGQyREREYMOGDejVS31XN0xMTDB69GisXbsW69atg0wmQ7du3TB69Oh8XyMWi1Wei0SiPMcwlEqlkGf9+8eJNFuCK0+PwMq4IWoaN0DzWh2QIotUGdeWyiepVKoybNd/jxEqPVlZWUhKSkJgYCCsra01HQ5RhaGtrY2kODHM9Mzw4PU1pEmS0bXFYGhr6QDI+YNSnFSyQwIQUcEKmmi6pCeibtq0KRo0aIAzZ87g5MmTGDVqVK5tLC0tMWXKFJXfwG/evIGxsbHyN1RYWBgaNmwIIGd4h8KwtLRE3bp18ddffymXicVixMfHK29gyutmn/eXnTlzBt7e3ti/f7/yYsyKFSvw7NmzQseQ375FR0dj6tSp2Lx5M5ydnQEAZ8+eVQ7fVF4VNNG0kZn6e6PWqlULTZo0ga+vr8rFTSDnQrKTk9MH5xUsqh9//BGRkZG4ePGickL1ot5VTihwounahiU7ETWQk9BcsWIF5syZo3KhvlatWoiMjIRMJlMmId71lqlevTr++eefj7pZsLjnJ3UTCoXIyspSPs8rKf1+HLVr187VaygsLEwlMfL+ne5yuRyRkZGoWbMmBAJBgftc1tU1/fD5rU4B64vL3t4e1atXx+HDhzFr1iyVdTKZDD4+PnB2doaRkVGu62c7d+6EjY0NLC0tMXDgQIwfP165LjIyEnp6esjKyoKHhwdmzJiBkSNHQiAQ4NGjR8reekXxsd+bRETqUKwhmJydndGtWzeVR48ePTBhwgQ0bty40N2wC0Mul0NPTw+LFy/GvXv3cOrUKbx48QK//vprvq/p0qUL7O3tlQ8vL688t9PV1QW0/73D5k3CU1hbOqB5rfYwM6wJhVyOKlV11bYvpDleXl4qx0SXLl00HVKlI5fLce/ePVw4exlXTtzFBd9ruH8lFEH+DzQdGlGFIBQKoSUS4Pz9/aiqZ4xOTftBR/vf77CE5FhYWlpoMEIiAgA7O7t879AVCoX5Tr6qTq6urti9ezdevnyZ52+iYcOGYdu2bXjx4gUA4OrVq+jTpw9u374NKysrODo6YvXq1cqeyps3b863LpFIhNTUVACAk5MT0tLSsGPHDkilUqSkpGDu3LmYPn16oS/spaamQigUQk9PDwqFAleuXMGxY8dULth9yIf2LS0tDTKZTNnTOjQ0VDlGtrrmn9OE5o5WEArzfn+FQgGaO5ZMj9TFixfjyJEj2Lx5MxITE6FQKPDkyRNMmDABLVq0gIuLi9rqEovF0NXVhZaWFjIzM7Fz5048e/as0McF5XBt7AptQd73KGoLtOHa+OPu3C+s3r17Y/DgwTh48KBy2btz1Y8//giJRILY2FisXLkS7du3R61atfIsR1dXF2KxuFA9YdRxflKHhg0b4sKFC8p93LNnzwe3HzJkCA4ePIibN29CJpPh1q1bOHjwIAYPHqzc5tChQ3j06BGkUim2bNkChUIBJyenMrPPH2N4m7rQzuf8pi0UYHibwvXQKyodHR2sXr0a3t7e+PnnnxEdHQ25XI7Q0FBMmjQJb9++xfz58zFo0CD8/fffuHbtGuRyOa5evYpNmzahatWqGDZsGPbs2YMHD3L+Hn748CFcXV1x6tQpZGVlQSKRQE9PDwKBAJGRkVi/fj0AFPm89rHfm0RE6lCsHhAXLlzItUxXVxcmJiZqn3z577//xtmzZ5VZ+caNG+O7777DypUrMW3atDxf4+fnp7zzBUCevR+AnLtFm9jURsjlROiLDBGZ+AKdGvdXro9LfIs+ru3VtzOkMR4eHhgzZozyuVgsZhKilAUGBiI9VoH4ByIo5EBGWiZM0BCXDwTj7csk9B7eWdMhEpVrt2/fxj9x91BNURcWRvVV1iUmxyPsZQSGTfpSM8ERkZKJiQn69++PEydOqAyjIBQK0b9//xLvAQEAffv2xdq1azFq1Kg8h2AYPXo0FAoFJk6ciJiYGFhYWGDJkiXo1q0bAGDDhg1Yvnw5nJycYGhoCFdXV9y/fz/PugYOHIhly5bh0aNH2LdvH3bv3o01a9Zgx44dkMvlaNeuHbZt21bo2AcNGoQ7d+6gT58+0NLSQoMGDTBq1Cjs3bu3UEmCgvZtzpw5mD17NjIyMmBpaYlhw4Zh/fr1ePbsmcrQLeWJkbk+nNyb4tIfIZC/N1a6UCiA01dNC+whUVxt27aFt7c3PD090adPH2RkZMDc3Byff/45PDw8oKOjo7a6pk2bhvnz56Njx46oUqUK7O3tMWDAAN7hW0S1q9bGso7LsOzGMmQr/p3XUVugjeWdlhfYQ0KdFixYgPv37yMlJQUAULVqVezatQtr1qxR/h3XrVs3lUmo/8vJyQn79++Hvb09Ll++/MH6DA0NP/r8VBhLly7FihUrci2fOHEixo0bh1mzZmHZsmXo1KkTatSogVGjRuHOnTv5lterVy+IxWL88MMPiIyMhIWFBebMmaMyt0/btm3x/fffIzQ0FM2bN8fOnTtRtWpVACiVfS5JdUyrYM3g1ph35AGy3zu/aQsFWDu4NeqYVimxuj/77DMcOHAAXl5eGDx4MMRiMczNzdGtWzesXLkSpqamqFmzJtauXYu1a9ciIiICtWrVwk8//YTGjRujcePGSE9Px4IFCxAZGQljY2OMHj0a7u7uEAgEWLVqFTZu3IgffvgBZmZmGDZsGEJDQ/Hs2TN88sknhY6zoO/N/K6XERGpk0BRxgfG3L17N/bs2aMyhqGvry9WrVqFa9euqWwrFothb2+PO3fuqCQgPkQqleLQ7tOIepqK8KRncPikB+RyGeKSolHPxhSu7j3LTfafCq84x0p5Utb2LykpCfcCHyIiQA6FPGe4szuvzqNDo74AgGf/PMHUlSNhVtNIw5FWPmXtWFG3ir5/QM5dUP/73/+gUCgwatQohNyMxNEdlyHTzoSOjjakmVKI5IZwneCEFp1K78JBeVMZjhUqWxITExEUFITExESYmJjAzs6uVJIPVHmlxGXg8bVIpMRLYGSmh+aOViWWfKDyLTw1HD7PfRAuDkdtw9pwbexaqskHUh93d3e0bdsWkydP1nQoJSosIR0Hbr9BWEIG6pjqY3ibuiWafCAioqIpVg+I8ePH47ffflM+P336tMo4qm3btkVAQMDHRwfA0dERGzZsgKenJ8aNG4fIyEhs27ZNbWN6ikQiDBvTF79s+BVWVSyRJAuHvoEuPh/ggGatGzH5QKQG4eHhkCXrQiHPmQQsQfwWZob/dvc3MzfD9dP30f+bzzQVIlG5FBkZCU9PT/Tu3Vs5YV3rLvVRv4UbHl+LRFJsOoyrV+FFJqIyyMTERHnXPVFpMDLXR/uBDTUdBpUDtavWxhS7KZoOg6jQ6phWwWyXppoOg4iI8lGsBERgYKDK8+XLl6skINQ5llyjRo3g5eWFX375BTt27EDVqlXRv39/fPfdd2qrQ0tLCylpSfj++++ZcCAqAVlZWZCm5wwzIZYkIeTtbTjU76Fcry3UQVJ8uqbCIyqXLl++DD8/P0yePFllokGAF5mIiIiIiIiIqGwoVgLiv/47ipO6L+J37NgRHTt2VGuZ73v48CFatmzJ5ANRCTE1NUWY4gViUiLwJDIAbT9xQRXdf4dbSk5NQuOWJTNBGFFFI5FIsH37dpiYmGDRokVqn3uJiIiIiCqGP/74Q9MhEBERqScBUd4v3F++fBkjRozQdBhEFVbt2rXxZ+QhvI6JRqfGA6Ct9e+kg9KsTIiT0tH+82YajJCofHj58iV+//13DB06FJ9++qmmwyEiIiIiIiIi+iC1JCDKs4yMDKSmpqJGjRqaDoWoQsrOzsaOHTtgbmEGK9MGSH4pRtUqxlAoFEhMiUP02xgMHfc5x6cn+gCFQoEzZ87g3r17mDVrFoyNjTUdEhERERERERFRgSp9AuLmzZvo0KGDpsMgqpBSU1OxceNGODs7o2PHjpBKpXh0NwT3rj1DekoW6lnXwleze8HEwlDToRKVWWKxGNu2bUOjRo0wb948CIVCTYdERERERERERFQoxUpAZGRkoFu3bsrnqampKs8lEsnHR1ZKbty4gRkzZmg6DKIKJywsDF5eXhg7diwaNGgAABCJRLBr1xp27VprODqi8uHJkyfw9vbGqFGj0KRJE02HQ0RERERERERUJMVKQKxatUrdcWhEbGwsDA0NUaVKFU2HQlShBAYG4vTp05g5cyZMTEw0HQ5RuSOTyXDkyBGEh4djwYIFMDAw0HRIRERERERERERFVqwERN26dWFvb6/uWErdpUuX4OTkpOkwiCoMhUKBY8eOKS+a6ujoFPwiIlKRmJiILVu2oG3bthg6dCgEAoGmQyIiIiIiIiIiKpZiDSQ9btw4dcdR6hQKBR4+fIhWrVppOhSiCiErKwubNm0CAEyaNInJB6JiCAoKwk8//YSvvvoKPXv2ZPKBiIioAomJiUF6erqmw6hUXr16pekQiIiIKr1iJSAUCoW64yh1T58+RePGjTmZJ2lUSEgIxowZg7Zt26JTp06YM2cOEhIS8tzWz88P/fr1g42NDXr16oVLly6VcrT5S0xMxMqVK9GxY0cMGjSIF02Jiig7Oxu7d+/GrVu3sGjRItStW1fTIRFRBbZ3715YW1tj9+7dhX6Nra0tAgMDSy4oqnCsra1hbW2Nf/75J9e6Xbt2wdraWnnzypIlS7BkyZJ8y3J2doaPj0+e68LDw2FtbY3w8HBlvf7+/sWOuXXr1rC1tc31iIyMLFaZ78TFxcHFxSXf3/qVmbW1NcaPH5/rOoOPjw+cnZ2LXe7evXuxePFi5fMPHUf5uXz5MqytrfHDDz8UO47i6tOnD06cOFHq9RIREalbsYZgqggXFy9evIj+/ftrOgyqxCQSCb755hsMGzYMXl5eSEtLw9y5c7FgwQJ4enqqbPvq1StMnjwZP/30E7p27Ypz585h2rRpOHfuHCwsLDS0BzlevHiBnTt3wsPDgxdNiYrh7du32LZtG3r06AFHR0dNh0NEpSQ7QYK022+RnSCBtqkeDNpYQttUr1Tq3rt3L0aMGIE9e/bgyy+/hLZ2wX8S3L17txQio5KUkRGGyMiDyMgIg75+HVhZuUFfv06J1mliYoKjR49i5syZKst9fHxgaGiofP7999+XaBxFsX37drRr107t5UokkvLT+yHxFRC0J+dfk/qA3Vc5/5YgPz8/7NixQ62jLagj2ePt7Y0RI0bgyJEjmDx5MqpVq6aGyArn9OnTpVYXERFRSSrW7f8ZGRno1q3bBx9lmVQqRWxsLGrXrq3pUKgSi4yMRNOmTfHdd99BJBLBxMQEbm5uuH37dq5tjx49CgcHB3Tv3h3a2tro3bs32rRpg4MHD2og8n/duHED+/fvx9y5c5l8ICqGa9euYdu2bfj222+ZfCCqRNLuROPtj7eReikMGfdjkXopDG9/DETanegSr/vmzZuIj4/HvHnzIJfLcfbsWeW6s2fPok+fPrC3t0evXr2wdetW5br37yp/8eIFPDw80LVrV7Ru3Rq9e/cuUz0zKbeoqCO4easbXr3ehuiYU3j1ehtu3uqOqKgjJVpvv379cPz4ccjlcuWyBw8eQCqVonnz5spl8+bNw7x58wDk9Lb39PSEo6MjHBwcsHbtWshkMuW2YrEYc+fOhb29PT777DMcP3483/rFYjG+//57dOnSBR06dMD06dMRFxf3UfsUFBSEr776Co6OjmjVqhVcXV1x7949ADk9GpctW4ZOnTqhXbt2GDlyJO7cuQOZTIa+ffsCAPr27QtfX9+PiqFE3dsH/GoHXN0APDqS8+8m+5zlJcjd3R0bN25EUFBQvts8ffoU48aNQ9u2bdG5c2csW7YMqampAHKSWq6urhg7diwcHBxw9OhReHl5ITAwEA4ODsoygoODMXz4cNjZ2aFPnz4ICAjIt77Xr1/j1q1bmDRpEqytrXP97eXu7o5ff/0VI0aMgI2NDfr3748HDx5g5syZsLOzg7OzMy5fvqxSt7u7O9q0aYOePXti9+7dyl4fmzZtwtixYzF48GC0bdsWt2/fVumxkZ6eju+//x4dOnSAg4MDxo0bh4iICAA8JxMRUdlXrASEjo4OJk2a9MFHWSORSBAaGopHjx7h9OnTFWISbSrfGjRogB07dkBLS0u57OzZs2jRokWubUNDQ9GkSROVZY0aNUJISMgH6xCLxSoPqVSqltgVCgUOHDiAhw8fYt68eTAyMlJLuVTypFJpruOCSl9mZia2bt2KFy9eYPHixbC0tNR0SERUSrITJEg88gyQ/2eFXIHEI8+RnSAp0fr/+OMPDBs2DHp6ehg5ciR27twJIOe38uzZs7FkyRLcuXMHGzZswPbt2/HgwYNcZUyePBlNmjTB33//jcDAQDg6OmLZsmUlGjcVX0ZGGJ6EzIdCIVNZrlBk40nIAmRkhJVY3V27dkVWVhZu3LihXHb48GEMGTIk39ccOXIE//vf/+Dl5YUbN25AR0cHb9++Va7//vvv8fr1a5w7dw4nTpzAnTt38i1rwYIFeP36NXx8fHD+/HkYGhpi0qRJxR5SWCKR4Ntvv4WLiwuuXLkCf39/1K1bF+vWrQMAHD9+HHfv3sWZM2dw48YNtGnTBsuXL4eWlhZOnToFADh16hR69+5drPpLXOIr4Pgk4D/HCuTZwInJOetLSI8ePeDm5oYZM2YgKSkpd2iJifjqq6/QqFEjXLlyBUeOHMHLly8xZ84c5TbBwcHo168fbty4gV69esHDwwMODg4qw8ddu3YN69atQ0BAAGxtbVWGaPovb29v9OzZE+bm5nB3d8cff/yR6++pgwcPYsWKFQgICICRkRFGjhyJXr16wd/fHy4uLlixYgUAIDo6GqNGjcLnn3+OGzduYOvWrdi3b59KUuPmzZuYNWsWLl26BFtbW5V6vv/+ezx8+BA+Pj64ceMGzM3NMWPGDAA8JxMRUdlXrCGYtLW1MWjQIHXHUmJCQkIQGRYNiA0gzxTA7+oNOHfriqioKNSsWVPT4RFBoVDgl19+waVLl+Dt7Z1rfVpaGvT19VWW6enpFdiNu0uXLirPJ02ahMmTJ39UrJmZmdi8eTOaNWuG4cOHf1RZVPq8vLywefNmTYdRqb158wbbt2/HoEGDYGdnp+lwiKiUpd1+mzv58I5cgbTbb1HNpX6J1B0REYGrV68qx9ofNmwYtmzZgoCAALRu3Rp6eno4fPgw5HI57OzscOfOnTznS/Py8oKFhQUUCgUiIiJgZGSE6OiS771BxRMZeTBX8uEdhSIbkZEH0bDhrBKpW1tbG/369cPRo0fh6OgIiUSCs2fP4tSpU7hy5Uqerzl+/DiGDRumvCln6tSp+PPPPwHk3Ehx5swZeHp6wszMDAAwZ84cDBgwIFc58fHxOHv2LM6cOaPcdsGCBXBwcEBwcDBatmyZZ/0TJkxQuUEIAOzt7eHl5QUdHR0cPHgQ9erVQ2ZmJiIiImBsbIyHDx8CyPl9Hh4ejsOHD6Nz586YOnUqpk+fXox3TkOC9uROPrwjz85Z3y3/uTo+1ty5c3H37l3MmzcP27ZtU1l34cIF6OjoYNasWdDS0oKenh4WL16MPn36IDY2FkDOjZIDBgz44DyPbm5uyp7bn3/+eb5zQqSnp+Po0aP4/fffAQAuLi5Yt24dTp8+rXItxMXFBY0aNQIAODg4ICUlBd27dwcAdO7cGbt27QIAnDhxAg0bNsQXX3wBIOdmsq+//hre3t7Kv6nq1KmDDh065IpFKpXi9OnT2LZtm/L6xfz58/H69WsAPCcTEVHZV6wERHmahPrNmzd48yQWqS/1oVDIkCEVQy7RgvQfM9xIu4ceAwx49zZplFgsxvz58xEcHAxvb29YW1vn2kZfXx8SieodkRKJBAYGBh8s28/PT2V8XZFI9FGxxsbGYtOmTRgyZAhat279UWWRZnh4eGDMmDHK52KxOFeiikqGQqHA33//jYCAAMyYMQMmJiaaDomINKCgHg4l2QNi3759yM7OVrlYm52djZ07d8LT0xP79+/H1q1bMXPmTIjFYri4uGDRokW5xjwPCQnBxIkTERsbi4YNG8LU1LRc/X1Q2RTUwyFDEl6i9bu6usLNzQ1isRjnz5+HnZ0dqlevnu/2MTExKjeJaWlpwcrKCkDOXfBSqVRlfZ06ec9j8W54mmHDhqks19LSQnh4eL4JCE9Pz3zngNDS0oK/vz/GjRuH9PR0NGrUCNra2srjv0+fPsjKysKhQ4fw008/wczMDBMmTMCIESPy3d8ypaAeDomvS7R6kUiEX375BYMGDcLOnTtVfivFx8fDyspKJTn0bkjld5919erVP5h8AABjY2Pl/3V0dFSG93rfsWPHkJqaivHjxyuXpaWlYefOnSoJiPfL09LSUjlfCoVC5bERERGB4OBgleGg5HK5yv7UqFEjz1iSk5MhlUqV7QAAjIyM0KpVKwA8JxMRUdlXrAREeZq8+emjUCS/qAKBIOcL+GVMMD6p0QIQCJAZXgUP7jyGo1N7DUdJldWbN28wbtw4WFlZ4fDhwzA1Nc1zuyZNmiA4OFhlWWhoaL5/OL1jaGiokoD4GCEhIfD29sZ3333HnkPlmEgk+uhEFBVdWloaPD09UbduXSxYsKDAP46JqOIqaKLpkpqIOjMzE4cPH8bKlSvRsWNH5fJnz55h/PjxCAkJQWJiIjZs2AAAePLkCWbMmAFPT0/MnTtXuX10dDSmTp2KzZs3w9nZGUDOEJLnzp0rkbjp4xU00bS+XsnOi9e0aVM0aNAAZ86cwcmTJzFq1KgPbm9paYmwsH+TJgqFAjExMQByJrXW1dVFWFgYGjRoAAAqwzO9z8LCAgBw5swZlYRHaGhovkmLgty/fx8rVqzAgQMHlL/Dd+7ciZcvXwIAXr58iRYtWmDgwIGQSCT466+/MHfuXDg4OOTqzVwmFTTRtEm9Eg+hbt26WLFiBebMmQNXV1fl8lq1aiEyMhIymUx50f7NmzcAchIP//zzDwQCgdri2LdvH6ZOnaoSQ2JiIgYPHoxr164p5+4qbJ2WlpZo166dskfFu/LS0tKUz/Mry8zMDCKRCFFRUcrjPj4+Htu3b8eYMWN4TiYiojKvWFdAli9fru44SkRmZibi32SofJFHJvyDWqYNAQAikR5ePIjSVHhUySUnJ2PUqFGws7PD77//nm/yAchJ+gUEBMDX1xfZ2dnw9fVFQEBAnt3NS8LFixdx7NgxLFiwgMkHoiJ69uwZVq1ahd69e2Po0KFMPhBVcgZtLAFhPheshIKc9SXg5MmTEAgE6NevHywtLZWPzp07o0mTJti7dy/GjRuHkydPQqFQoEaNGhAKhbl6a6WlpUEmkykvpoaGhmLLli0AoLa5pki9rKzcIBDkfd+ZQKANKyu3Eo/B1dUVu3fvxsuXLwvseTl06FD8+eefuHv3LrKysrBt2zblEDsikQgDBw7Exo0b8fbtW6SmpmL9+vV5lmNhYYGuXbti5cqVSExMVJY1ZMgQpKSkFGs/UlNTIRQKoaeXkyi8d+8e9uzZozz2L126hEmTJiE8PBx6enowNjaGtrY2qlatCl1dXQAo2/Nv2X0FCPO5R1GonbO+FPTu3RuDBw9WmR/h3XHz448/QiKRIDY2FitXrkT79u1Rq1atPMvR1dWFWCwucm+Amzdv4tWrVzt31icAAByUSURBVHBzc1M5XzZr1gydO3dWzp1TFP369cO9e/dw4sQJZGdnIyYmBhMmTMCaNWsKfK1QKMTAgQOxadMmREdHIzMzE7/88gvu3bvHczIREZULFf4qSHpqpvL/Mnk2tLVEEAr/7eaY9t56otLk4+ODyMhInDlzBvb29rC1tVU+AMDW1hYnTpwAADRs2BBbtmyBl5cX2rRpg61bt2LTpk345JNPSjRGmUyGXbt24fXr15g9ezaqVKlSovURVSRyuRxHjx7F8ePHMX/+fDRr1kzTIRFRGaBtqgeTwY1zJyGEApgMblxiPSD27duHfv36QUdHJ9c6Nzc3HD9+HCtWrMD27dthZ2eHvn37on379hg9erTKtg0aNMCcOXMwe/Zs2NvbY+rUqRg8eDB0dHTw7NmzEomdPo6+fh00a7oqVxJCINBGs6arC+whoQ59+/bF69ev0b9/f2hrf7gTft++fTFlyhRMnz4dbdu2RVhYmMoQpQsXLkTr1q3Rr18/9OzZE59++mm+Za1btw5GRkYYOHAg2rdvDz8/P+zYseODQ0CNGzdO5Xf5u4evry86deqEkSNH4osvvlBOMO3u7o6EhATExcXhq6++QteuXTF8+HDY2Nhg/fr1+Pnnn2FpaQlzc3PlRMv79+8v+ptYGkzqA/035U5CCLWB/psL7iGhRgsWLFD57VS1alXs2rULz549Q5cuXdC3b1/UqlULGzduzLcMJycnJCUlwd7evkhJp71796Jz587KuUPeN3z4cFy/fh0hISFF2p9atWphx44dOHjwIDp27IgBAwagQYMGhUpAAMC8efPQsmVLDB06FJ999hkSExOxceNGnpOJiKhcECgq0OCAYrEY9vb2uHPnjnLYmZ0/HYahrBaEQiFSMhLwNOIO2jTqAQBIl6RBy0iCLyb31mTYpAF5HSsViTr2Lz09Hb/++ivatm2r7M5LFQ/bQslISkrC1q1bYWNjg169eql1SAAqGRW9LVDZk50gQdrtt8hOkEDbVA8GbSxLLPlABOTMBREZeRAZknDo69WGlZVbqSQfqBxKfJUz4XTi65xhl+y+KtXkAxEREVUsxZoDojzp1NMWJ3+/hfq1GyFdkgID3ZwJp2VyGV6//gffLByo2QCJyqC3b99i8+bN+PLLL9G0aVNNh0NUrty/fx+HDh3C119/XeK9lIio/NI21UM1l/qaDoMqEX39OmjYcJamw6DywKQ+0G2JpqMgIiKiCqLCJyCsWzZE+GdxuOZ7H9miVOiK9PE2NgIx0THoNdwRNeuZazpEIo1ITExEQkICBAIBLC0tlcMrPXjwAIcOHcLUqVM/2D2diFTJZDLs378fiYmJWLRokXJ8aCIiIiIiIiKiyqrCJyAAoJtrO9h2bI5ff9oGA1EVfNLQCl/OcIFxDQNNh0ZU6iQSCYKCgiCQ6UASL0RacgZupQejbtPqSMlIwOPHj7Fw4UJePCUqgtjYWGzduhVdunTBl19+qelwiIiIiIiIiIjKhEqRgAAAU8uqMK9bBSNH9oepqammwyHSCIVCgdu3b8NIqyZCbydAocgGoANtuRn+/OM4TC0MsWTlfAiFFX5+eiK1uXXrFnx9fTFhwgRYWVlpOhwiIiIiIiIiojKj0iQggJxJQY2NjTUdBpHGvH37Fga6Rgi9loB3889nZmXg+tOTaGjRCpIkOeKjUlC9lrFmAyUqB6RSKXbv3g0tLS0sXrwYOjo6mg6JiIiIiIiIiKhMqXS3OfPObqrMoqKiIE0QKZMPKekJ8Ht8BJ/W+wz1qjeDuVl13PwrWMNREpV94eHhWLFiBWxtbfH1118z+UBERERERERElIdK0wNCoVAoL7oSVWYZqVLl/x+8uYYOTfqiqr5xzgIhkJog0UxgROXEhQsXcP36dUybNg1mZmaaDoeIiIiIiIiIqMyqNN0B0tLSYGhoqOkwiDSqRo0aSM9OAQDI5NnIzEr/N/kAIC42DrXqWmooOqKyLT09HRs3bkRMTAwWLlzI5AMRERERERERUQEqTQ+I2NhYVK9eXdNhEGmUlZUVgo1CkP0GeJv8BjWNP1GuSxUnIzNVBrtuDTQYIVHZ9OLFC+zcuRMjRoxAy5YtNR0OEREREREREVG5UGkSEHFxcTA3N9d0GEQaJRQK4di1A06+vYCnwUH4tL4j0jJSERMbjZSEdAz/theMzPU1HSZRmaFQKHDq1CkEBwdj7ty5MDIy0nRIRERERERERETlRqVJQMTGxsLCwkLTYRBpnIGBAYaM6o07j6/B2KIK0lMksG3bAm1drJl8IHpPSkoKtm7diubNm2Pu3LkQCASaDomIiIiIiIiIqFypVAkIDptBlCM4OBht27fB0KEumg6FqEx69OgR9u/fjzFjxqBRo0aaDoeIiIiIiIiIqFyqNAkIDsFE9K+bN2+iX79+mg6DqMyRyWQ4dOgQoqKisHDhQlSpUkXTIRERERERERERlVsVOgGRkZGBly9fIjU1FZGRkXj27Bk++eQTVKtWTdOhEZWqjIwMvHr1CikpKQCAp0+fYvjw4RqOiqj0SSQSvHz5EikpKRAIBNDR0cEnn3wCY2NjxMfHY8uWLejUqRPc3Nw45BIRERERERER0UeqsAmI5ORkPHnyBHVq1ocwxQSCLF0okqri0b0nqN+oDmrVqqXpEIlKRUpKCh4/fow6NetDkGyMp09DUKd6IwTfD0G9hrVRu3ZtTYdIVCwymQyjR49GrVq1sGbNmgK3T0lJQXBwMOpafQJBsjEykqWAKBuPHzxFcloCbty4AQ8PD7YJIiIiIiIiIiI1qbAJiMePH8PSsAHu+UZDLpMhMy0bkcFiQKCPgLCH6D3UHLq6upoOk6jEPX78GDWq1Mc93xhArkBAiD+sa9kiKVgfseGPUX1IdbYFKpc2b96MwMDAQieUHz9+DAuDT5RtAQBk8mwEPL+ELO1ULFw2F0ZGRiUZMhERERERERFRpSLUdAAlITExEXo6hnh8LRqQK5CRKYaBXtWclQogI0IXj+8/12yQRKUgMTERIq0qeHI954KrQqFAojgapoYWOW0hXITH955pOkyiIrt58ybOnTuHnj17Fmr7pKQklbYAAMlp8fgryBuWxvVgY9EDL568LsmQiYiIiIiIiIgqnQqZgBCLxRBHy5UXmTKzM2BiUEO5voquIZ4EvNFUeESlJi0tTaUtpGYkwdKknnJse309QzxmW6ByJj4+HgsXLsSGDRugr69fqNfExMQgKSJT2RYypGm4+fQMOrcYiE8smqOKviEeBzABUZlIpdKc3wvvPYiIiIiIiIhIvSrkEEwikQiJsXHQQs5QGqaGFjl3fP8/aXYmJBK5psIjKjUikQhJcbHKtmBUxQT2DZ2U66VZEmRmsS1Q+SGXyzF79myMGTMGTZs2LfTrhg4dilF9p8G+SWcAgL7IAJ/bfalcL5VmQiJlW6hMvLy8sHnzZk2HQURERERERFShVcgeENWrV0dyajwUCkWe68Mjw1GvXh211imVSrFp0yZIpVK1lluWVIZ9rGjMzc0LbAvxCXGV7jOtzMdyed93Ly8viEQiuLu7F+l1V69eRe36lvm3hahw1K9fVx0hlory/jmqy8e8Dx4eHrhz547y4efnVwIREhEREREREVVuFTIBIRQK0aZrSzx/FQKZXKZcrlAoEBkTjtQ4Cdr0aKLWOqVSKTZv3lyhLwZVhn2saD7cFiKQHJeBP89tr3SfaWU+lsv7vh8/fhwBAQFwcHCAg4MDTp06hVOnTsHBweGDrzMyMkLH7rZ4/s+TvNtCbDra9LQu6fDVprx/juryMe+DSCSCoaGhyoOIiIiIiIiI1KtCDsEEAE1bNUKcUzr+PnwLhkYG0NLSRkpSCrRlBnCb6AIj88KNG05U3r1rC+cP+8PAqIqyLejIDDFoTFccmLBG0yESFdpff/2l8nzevHkAgDVrCj6Om7ZqhPhuGfj78K1cbcHtW34vEBERERERERGpW4VNQACAY5/WaN2uMe5deonkuAyYW1ZDi89q8SITVTr5tQWhnqzgFxNVIJ36tEKrdo34vUBEREREREREVAoqVALi3djeYrFYuUyoB9j1en9cb5nKenV5V2ZJlF1WVKR9fLcP+Y0HX94VtS1UhM+0KCrrfgO59728t4WCej5o8nuhJFXmY/h96nwfyntbICIiIiIiIiqLBIoK9Jf227dv0aVLF02HQeWIn58fLC0tNR2G2rEtUFGxLRDlqKhtgYiIiIiIiEgTKlQCQi6XIyYmBgYGBhAIBJoOh8owhUKBtLQ01KhRA0JhxZuLnW2BCottgShHRW8LRERERERERJpQoRIQRERERERERERERERUNvAWPyIiIiIiIiIiIiIiUjsmIIiIiIiIiIiIiIiISO2YgCAiIiIiIiIiIiIiIrVjAqIYZDIZ3N3dMW/evHy38fPzQ79+/WBjY4NevXrh0qVLpRjhxyvMPn7zzTdo1aoVbG1tlY8rV66UYpRUGDdv3sTQoUNhZ2eHTp06YcWKFZBIJHluW96P2/cVZb8r4rFcGc5TlUlen+f9+/cxdOhQ2NrawtnZGYcOHdJghCXP19cXzZs3V2mns2fPBlD53gsiIiIiIiKi8oIJiGLYvHkzAgMD813/6tUrTJ48GVOnTkVgYCAmT56MadOmITo6uhSj/DgF7SMAPHr0CL///jvu3r2rfHTu3LmUIqTCSEhIgIeHB0aMGIHAwEAcPXoUAQEB+O2333JtWxGO23eKst9AxTyWK8N5qjL57+eZnJyM8ePHY+DAgbh9+zZWrlyJ1atX48GDBxqMsmQ9fPgQAwYMUGmn69evr5TvBREREREREVF5wQREEd28eRPnzp1Dz549893m6NGjcHBwQPfu3aGtrY3evXujTZs2OHjwYClGWnyF2cewsDAkJyejefPmpRgZFZWpqSlu3LgBV1dXCAQCJCUlITMzE6amprm2Le/H7fuKst8V8ViuDOepyiSvz/PcuXMwNjbGF198AW1tbXTo0AH9+vXD3r17NRhpyXr48CFatmyZa3llfC+IiIiIiIiIygsmIIogPj4eCxcuxIYNG6Cvr5/vdqGhoWjSpInKskaNGiEkJKSkQ/xohd3Hhw8fwsDAANOnT0f79u3Rt29fHD58uBQjpcIyNDQEAHTp0gX9+vVD9erV4erqmmu78nzc5qWw+13RjuXKcJ6qTPL7PJ8/f16pPj+5XI7g4GBcvnwZTk5O6Ny5MxYvXozk5ORK914QERERERERlSdMQBSSXC7H7NmzMWbMGDRt2vSD26alpeW68Kenp4f09PSSDPGjFWUfpVIpbGxsMH36dFy9ehXz5s3DypUrcebMmVKKlorq3LlzuHLlCoRCIaZMmZJrfXk9bgtS0H5XpGO5MpynKpMPfZ6V7fNLSEhA8+bN4eLiAl9fXxw4cACvXr3C7NmzK917QURERERERFSeMAFRSF5eXhCJRHB3dy9wW319/VyT3UokEhgYGJRUeGpRlH0cOHAgduzYgebNm0NHRweOjo4YOHBgubxoW1no6enBwsICs2fPxtWrV5GcnKyyvrwetwUpaL8r0rFcGc5TlcmHPs/K9vmZm5tj7969GDJkCPT19WFlZYXZs2fjypUrUCgUleq9ICIiIiIiIipPtDUdQHlx/PhxxMTEwMHBAQCUFzvOnz+fa6LXJk2aIDg4WGVZaGhonmNXlyVF2cfDhw/DwMAAvXr1Ui6TSqXQ1dUtvYCpQEFBQViwYAFOnDgBkUgEIOdz0tHRyXXHcHk9bvNSlP2uSMdyZThPVSYf+jznzJmD69evq2wfGhqKxo0bl3qcpSEkJASnTp3CzJkzIRAIAOS0U6FQiNatW+N///ufyvYV+b0gIiIiIiIiKk/YA6KQ/vrrLwQFBSEwMBCBgYHo27cv+vbtm+uiHgD0798fAQEB8PX1RXZ2Nnx9fREQEIABAwZoIPLCK8o+isVirFixAo8fP4ZcLsfly5dx6tQpuLm5aSByyo+1tTUkEgk2bNgAqVSKiIgIrF27FkOGDFFemH+nvB63eSnKflekY7kynKcqkw99nj169EBcXBx2796NrKws3Lp1CydPnsTgwYM1HXaJMDY2xt69e7Fjxw5kZ2cjMjIS69evx6BBg+Di4lKp3gsiIiIiIiKi8oQJCDWxtbXFiRMnAAANGzbEli1b4OXlhTZt2mDr1q3YtGkTPvnkEw1H+XHe38dRo0bhyy+/xKRJk2Bra4sff/wRa9euVd6pS2WDgYEBduzYgefPn6NTp05wd3dHx44dsWDBAgAV97gtyn5XpmO5on7elZGJiQl27tyJv/76C+3atcOiRYuwaNEitG/fXtOhlQhLS0t4eXnhwoULaNu2LQYPHoxWrVphyZIlle69ICIiIiIiIipPBAqFQqHpIIiIiIiIiIiIiIiIqGJhDwgiIiIiIiIiIiIiIlI7JiCIiIiIiIiIiIiIiEjtmIAgIiIiIiIiIiIiIiK1YwKCiIiIiIiIiIiIiIjUjgkIIiIiIiIiIiIiIiJSOyYgiIiIiIiIiIiIiIhI7ZiAICIiIiIiIiIiIiIitWMCgoiIiIiIiIiIiIiI1I4JCCIiIiIiIiIiIiIiUjttTQdApA5SqRSzZ89GXFwcsrKysGDBAtjY2Gg6LKJSx7ZAlINtgYiIiIiIiEjz2AOCKgQfHx/Ur18fe/fuxZo1a7B69WpNh0SkEWwLRDnYFoiIiIiIiIg0jz0gqELo27cvBAIBAEAul0MkEmk4IiLNYFsgysG2QERERERERKR57AFBFYKhoSEMDAyQkJCAOXPmYOrUqZoOiUgj2BaIcrAtEBEREREREWkeExBUYbx69QqjRo3Cd999BwcHB02HQ6QxbAtEOdgWiIiIiIiIiDRLoFAoFJoOguhjRUdHY/To0VizZg0+/fRTTYdDpDFsC0Q52BaIiIiIiIiINI8JCKoQli1bhosXL6JevXoAABMTE/z6668ajoqo9LEtEOVgWyAiIiIiIiLSvAqdgHB2dkZsbCy0tXPm2lYoFBAKhWjWrBkWLlyI5s2bF7vs8PBwdOvWDRcuXEDt2rU/uG1kZCT69OmD06dPw8rKqth1FsamTZsQEBCAP/74o0Tr+RhhYWGYPXs21qxZAxcXl0K9h8WVlZUFd3d3/PjjjyVWR3nAtlA2sS2UPraFsoltgYiIiIiIiKhiqvBzQCxfvhx3797F3bt3ce/ePZw7dw5Vq1bFpEmTIJfLSyUGKysr3L17t8QvMpUX8+bNw6RJk5QXAEuSjo4OpkyZgrlz55Z4XWUd20LZw7agGWwLZQ/bAhEREREREVHFVOETEP9lbm4ONzc3REREICkpCQDw5s0bTJgwAe3atYOTkxN+/vlnSKVSAEBwcDDc3d1ha2sLR0dHbNy4EXl1Grl48SKGDx+ODh064NNPP8WXX36JV69eAci5K9ba2hrh4eHK/x87dgxOTk6wsbHB/PnzERgYiP79+8PW1hajRo1CQkKCsuwPxRcUFITBgwfDxsYGw4cPR3h4+Af3vzBxrlmzBm3atMHy5cs/WHdB5eXl8uXLSEhIgKOjY651mzdvxmeffYbQ0NBivU/56dixIxISEuDn51fgtpUJ2wLbAuVgW2BbICIiIiIiIqKSUekSEFFRUfD29karVq1gamqK9PR0jB49Go0bN8aVK1ewb98+3LhxA5s2bUJSUhLGjh2Ldu3awd/fH/v27YOPjw8OHjyoUubbt28xdepUjB8/Hjdv3sTly5ehUCiwZcuWfOPw8/ODr68v/vzzTxw/fhwrVqzA9u3bceHCBURFRWHfvn0A8MH4EhMT4eHhARcXF9y+fRuzZ8/G+fPn862zsHGmpaXh+vXrmDBhQr51F3e/9+3bh759++ZavnHjRhw9ehT79u1Do0aNivw+FaRPnz6F3rayYFtgW6AcbAtsC0RERERERERUMkp+rAMNW758OVatWoXs7GxkZWXB0tISPXr0gIeHB4CcOy+lUilmzJgBgUCAmjVrYurUqZgyZQoaNGgAXV1dfPfddxAIBKhbty527dqFKlWqIDs7W1mHqakpTp8+jbp160IsFuPt27cwMTFBdHR0vnGNHTsW+vr6aNKkCapXr45BgwbBwsICAGBjY4OIiIhCxaevr49x48ZBIBDA3t4egwcPxpMnT/Kss7BxDhw4ECKRCHfu3Mm37pkzZxZ5v+VyOQICAjBmzBiV5Rs3bsRff/2Fc+fOoWbNmsV6nwpiZ2eHHTt2QKFQQCAQFOo1FQ3bwr/YFtgW2BaKFifbAhEREREREREVR4VPQCxduhSurq6QSqXYs2cPPD090aVLF5iYmAAAIiIikJCQgDZt2ihfo1AokJWVhYiICNSsWVPlwkSDBg0AQGVICx0dHZw6dQoHDhyAQCBAkyZNIBaLPziWtbGxsfL/WlpaMDIyUj4XCoXK4TyKGl/dunXzvdBU2Dhr1KhRYN3x8fEwNTUt0n4nJSUhIyNDWf47z58/h7GxMU6ePInx48cX630qiIWFBTIyMpCYmAhTU9NCvaaiYVv4F9sC2wLbQtHiZFsgIiIiIiIiouKo8AmId0QiEb755hskJydj4sSJ2L9/P5o2bQpLS0vUrVsXf/31l3JbsViM+Ph43L9/H1FRUSp3R54/fx5isRgODg7K7c+cOQNvb2/s378f9erVAwCsWLECz549yzeewt5t+aH47t69i4iICMjlcgiFOaNpvX37Nt+yChvnu9g+VLepqWmR9/tduf+9OPTzzz/j1atXmDJlCrp06QJra+tcr/lYMpkMQM7FqsqObYFtAWBbANgWihIn2wIRERERERERFUelmwNi2rRpsLa2xowZMyCRSODk5IS0tDTs2LEDUqkUKSkpmDt3LqZPn46uXbsiOzsbnp6ekEqlePPmDVatWoXMzEyVMlNTUyEUCqGnpweFQoErV67g2LFjyMrK+uh4PxSfs7MzFAoFNm3aBKlUikePHuHQoUP5llXUOD9Ut0AgKHJ5JiYmqFKlSq6hOHR0dODk5ITevXtjzpw5KpOZqktMTAyqVKmCatWqqb3s8optgW2BcrAtsC0QERERERERUcmodAkILS0trF+/HtHR0Vi7di0MDQ2xe/du+Pv7o3PnzujevTuEQiG2bdsGIyMj/P7777h58yYcHR3h7u6O4cOHw83NTaXMQYMGoWPHjujTpw/at2+Pbdu2YdSoUXj58uVHXzQpbHxt27bFwoUL4eLikm9ZRY3zQ3UXd787deqEO3fu5Llu4cKFSEhIUE5mqk537tzBZ599pvZyyzO2BbYFysG2wLZARERERERERCVDoCjsYMlEanDp0iWsX78evr6+pVpvr169MH/+fHTu3LlU6yXKD9sCUQ62BSIiIiIiIqKKq9L1gCDNcnJyQrVq1eDn51dqdfr5+cHMzIwXmahMYVsgysG2QERERERERFRxMQFBpW7NmjXYsmWLWsZCL0hWVhY2b96M1atXl3hdREXFtkCUg22BiIiIiIiIqGLiEExERERERERERERERKR27AFBRERERERERERERERqxwQEERERERERERERERGpHRMQRERERERERERERESkdkxAEBERERERERERERGR2jEBQUREREREREREREREascEBBERERERERERERERqR0TEEREREREREREREREpHZMQBARERERERERERERkdoxAUFERERERERERERERGrHBAQREREREREREREREakdExBERERERERERERERKR2TEAQEREREREREREREZHa/R++3694lt+FsgAAAABJRU5ErkJggg==\n",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Facetgrid arrangement:\n",
"\n",
"df = TRAJECTS\n",
"\n",
"# Above, color sequence goes = ['Middle East', 'Mediterranean', 'Asia', 'Central & South America',\n",
"# 'China', 'Africa', 'Northern Europe', 'North America', 'Oceania']\n",
"# \n",
"# Here, subset goes: ['Mediterranean', 'Asia', 'China', 'Middle East', 'Northern Europe',\n",
"# 'North America', 'Oceania']...but colors need to match, so:\n",
"\n",
"subset = ['#7f7f7f', '#e377c2', '#9467bd', '#bcbd22', '#2ca02c', '#ff7f0e', '#1f77b4']\n",
"\n",
"\n",
"custom = {'font': 'Arial',\n",
" 'xtick.direction': 'in',\n",
" 'ytick.direction': 'in',\n",
" 'xtick.top': 'True',\n",
" 'ytick.right': 'True'}\n",
"\n",
"sns.set_style('ticks', rc = custom)\n",
"\n",
"# Initialize a grid of plots with an Axes for each walk\n",
"grid = sns.FacetGrid(df,\n",
" col = \"Seaport\",\n",
" hue = \"Region (with China)\",\n",
"# palette = \"tab10_r\",\n",
" palette = subset,\n",
" col_wrap = 8,\n",
" height = 2,\n",
" sharey = False,\n",
" sharex = False,\n",
" despine = False)\n",
"\n",
"\n",
"# Show the trajectory for each city\n",
"grid.map(plt.plot, \"Reclaimed area (km^2, smoothed)\", \"TEU (millions)\", linewidth = 0.5, color = '0.3')\n",
"\n",
"grid.map(plt.scatter, \"Reclaimed area (km^2, smoothed)\", \"TEU (millions)\",\n",
"# cmap='tab10_r',\n",
" edgecolor ='0',\n",
" linewidth=0,\n",
" alpha = 1)\n",
"\n",
"# grid.add_legend(loc='lower center', bbox_to_anchor=(0.28, -0.05), ncol=4)\n",
"grid.add_legend(loc='lower right', bbox_to_anchor=(0.6, 0.05), ncol=4)\n",
"\n",
"\n",
"grid.map_dataframe(sns.scatterplot,\n",
" \"Reclaimed area (km^2, smoothed)\",\n",
" \"TEU (millions)\",\n",
" hue = 'Year',\n",
" palette = 'gray_r',\n",
" edgecolor ='k',\n",
" linewidth=0.5,\n",
" alpha = 0.3\n",
" )\n",
"\n",
"grid.set_axis_labels('Reclaimed area ($\\mathregular{km^2}$)')\n",
"grid.set_titles(template = \"{col_name}\")\n",
"\n",
"\n",
"# plt.savefig('TRAJECTS_layered_v4.png', dpi = 300, bbox_inches='tight')"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.13"
}
},
"nbformat": 4,
"nbformat_minor": 5
}