{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Spatial Partitioning Algorithm for Scalable Travel-time Computation (SPASTC): Illinois\n", "\n", "**Author:** Alexander Michels\n", "\n", "![Overview of the SPASTC algorithm](../img/SPASTC.png)\n", "\n", "\n", "*Image: Overiew of the SPASTC algorithm*\n", "\n", "**Repo Author:** Alexander Michels \n", "**Paper Authors:** Alexander Michels, Jinwoo Park, Jeon-Young Kang, and Shaowen Wang \n", "**Paper:** [Published in IJGIS (doi: 10.1080/13658816.2024.2326445)](https://doi.org/10.1080/13658816.2024.2326445)\n", "\n", "**Paper Abstract:**\n", "\n", "> We present a Spatial Partitioning Algorithm for Scalable Travel-time Computation\n", "(SPASTC). Calculating travel-time catchments over large spatial extents is com-\n", "putationally intensive, with previous work limiting their spatial extent to mini-\n", "mize computational burden or overcoming the computational burden with advanced\n", "cyberinfrastructure. SPASTC is designed for domain decomposition of travel-time\n", "catchment calculations with a user-provided memory limit on computation. SPASTC\n", "realizes this through spatial partitioning that preserves spatial relationships required\n", "to compute travel-time zones and respects a user-provided memory limit. This al-\n", "lows users to efficiently calculate travel-time catchments within a given memory limit\n", "and represents a significant speed-up over computing each catchment separately. We\n", "demonstrate SPASTC by computing spatial accessibility to hospital beds across the\n", "conterminous United States. Our case study shows that SPASTC achieves signifi-\n", "cant efficiency and scalability making the computation of travel-time catchment up\n", "to 51 times faster.\n", "\n", "In this notebook, we will walk through the SPACTS algorithm for calculating travel-time catchments of hospitals in Illinois." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from collections import Counter\n", "import copy\n", "from disjoint_set import DisjointSet\n", "import geopandas as gpd\n", "import itertools\n", "import math\n", "import matplotlib.pyplot as plt\n", "import multiprocessing as mp\n", "import networkx as nx\n", "from networkx.algorithms.operators.binary import compose as nx_compose\n", "from numbers import Number # allows for type hinting of numerics\n", "import numpy as np\n", "import os\n", "import pandas as pd\n", "import time\n", "import tqdm\n", "from typing import Iterable, List, Set, Tuple" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Table of Contents:\n", "\n", "* [Parameters](#params)\n", "* [Data](#data)\n", "* [Calculating Primary Regions](#primary)\n", "* [Merging by Set Relations (Shared Spatial Context)](#set-rel)\n", "* [Merging by Memory](#memory)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Parameters\n", "\n", "For simplicity, I have put the parameters/file paths/etc. in this big `PARAMS` dict. Not all of the parameters/options below are relevant, but they are all given because I used a large PARAM json when running my experiments.\n", "\n", "A brief overview of the sections:\n", "\n", "* access - parameters related to the accessibility calculation. You'll see projection to do the final plot in and weights to use for E2SFCA\n", "* compute - computational parameters, specifically maximum memory and number of threads for certain sections that are parallelized\n", "* graphml - parameters related to the OSMnx networks, stored in graphml files. Unfortunatly, Github doesn't allow for storing hundreds of gigabytes of graphml files, but the `scripts` folder can help you obtain the graphs yourself.\n", "* output - used for configuring outputs like figure size\n", "* pop - information relating to population data\n", "* region - parameters relating to clustering regions and calculating travel-time catchments\n", "* resource - parameters relating to the resource data (in our case hospitals" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "PARAMS = {\n", " \"access\": {\n", " \"weights\": [1.0, 0.68, 0.22],\n", " \"projection\": \"EPSG:4326\"\n", " },\n", " \"compute\": {\n", " \"max_memory\" : 8,\n", " \"threads\" : 8\n", " },\n", " \"graphml\": {\n", " \"geo_unit_key\" : \"GEOID\",\n", " \"geo_unit_shapefile\" : \"../data/geodata/counties/ILCounties/ILCountyShapefile.shp\",\n", " \"dir\" : \"../data/graphml/ilcounties/graphml\",\n", " \"name_format\" : \"0500000US{}.graphml\",\n", " \"memory_csv\" : \"../data/memory_df/USCounty-MemoryUsage.csv\",\n", " \"memory_column\" : \"Memory Usage (GB)\",\n", " \"memory_key\" : \"GEOID\"\n", " },\n", " \"output\": {\n", " \"figsize\": [12, 18]\n", " },\n", " \"pop\" : {\n", " \"file\": \"../data/pop/illinois/SVI2018_IL_tract.shp\",\n", " \"pop_field\": \"E_TOTPOP\",\n", " \"pop_key\": \"FIPS\"\n", " },\n", " \"region\" : {\n", " \"batch_size\": 4,\n", " \"buffer\": 64374,\n", " \"catchment_file_pattern\": \"resource_catchments_{}distance.geojson\",\n", " \"catchment_how\": \"convexhull\",\n", " \"distances\": [600, 1200, 1800],\n", " \"dir\": \"../data/regions/Illinois\",\n", " \"projection\" : \"ESRI:102003\"\n", " },\n", " \"resource\" : {\n", " \"key\": \"ID\",\n", " \"resource\": \"BEDS\",\n", " \"shapefile\" : \"../data/hospitals/illinois/IllinoisHospitals.shp\"\n", " }\n", "}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "# Data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's load the hospital data! We will also perform a few checks:\n", "\n", "* check that our \"key\" is actually unique so we can identify each hospital uniquely\n", "* project our data to Contiguous Albers Equal Area Conic Projection: https://epsg.io/102003\n", "* print out the projection and number of hospitals\n", "* view the data with head()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The geometry is ESRI:102003\n", "There are 226 resources represented\n" ] }, { "data": { "text/html": [ "
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OBJECTIDIDNAMEADDRESSCITYSTATEZIPZIP4TELEPHONETYPE...WEBSITESTATE_IDALT_NAMEST_FIPSOWNERTTL_STAFFBEDSTRAUMAHELIPADgeometry
015130003460644UHS HARTGROVE HOSPITAL5730 WEST ROOSEVELT ROADCHICAGOIL60644NOT AVAILABLE(773) 413-1700PSYCHIATRIC...http://www.hartgrovehospital.com0005454NOT AVAILABLE17PROPRIETARY-999128NOT AVAILABLENPOINT (677706.861 518544.822)
115140001860612JESSE BROWN VA MEDICAL CENTER - VA CHICAGO HEA...820 S DAMEN STREETCHICAGOIL60612NOT AVAILABLE(312) 569-8387MILITARY...http://www.chicago.va.gov/14003FNOT AVAILABLE17GOVERNMENT - FEDERAL-999240NOT AVAILABLENPOINT (685088.436 519684.489)
215150003160463PALOS COMMUNITY HOSPITAL12251 SOUTH 80TH AVENUEPALOS HEIGHTSIL60464NOT AVAILABLE(708) 923-4000GENERAL ACUTE CARE...http://www.paloscommunityhospital.org140062NOT AVAILABLE17NON-PROFIT-999377NOT AVAILABLEYPOINT (675828.819 496243.670)
315160003660628ROSELAND COMMUNITY HOSPITAL45 W 111TH STREETCHICAGOIL60628NOT AVAILABLE(773) 995-3000GENERAL ACUTE CARE...http://www.roselandhospital.org140068NOT AVAILABLE17NON-PROFIT-999115NOT AVAILABLENPOINT (691089.739 500162.084)
415170002360302WEST SUBURBAN MEDICAL CENTER3 ERIE COURTOAK PARKIL60302NOT AVAILABLE(708) 383-6200GENERAL ACUTE CARE...http://www.westsuburbanmc.com/Home.aspx140049NOT AVAILABLE17PROPRIETARY-999172NOT AVAILABLENPOINT (676748.773 521277.201)
\n", "

5 rows × 33 columns

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" ], "text/plain": [ " OBJECTID ID NAME \n", "0 1513 0003460644 UHS HARTGROVE HOSPITAL \\\n", "1 1514 0001860612 JESSE BROWN VA MEDICAL CENTER - VA CHICAGO HEA... \n", "2 1515 0003160463 PALOS COMMUNITY HOSPITAL \n", "3 1516 0003660628 ROSELAND COMMUNITY HOSPITAL \n", "4 1517 0002360302 WEST SUBURBAN MEDICAL CENTER \n", "\n", " ADDRESS CITY STATE ZIP ZIP4 \n", "0 5730 WEST ROOSEVELT ROAD CHICAGO IL 60644 NOT AVAILABLE \\\n", "1 820 S DAMEN STREET CHICAGO IL 60612 NOT AVAILABLE \n", "2 12251 SOUTH 80TH AVENUE PALOS HEIGHTS IL 60464 NOT AVAILABLE \n", "3 45 W 111TH STREET CHICAGO IL 60628 NOT AVAILABLE \n", "4 3 ERIE COURT OAK PARK IL 60302 NOT AVAILABLE \n", "\n", " TELEPHONE TYPE ... \n", "0 (773) 413-1700 PSYCHIATRIC ... \\\n", "1 (312) 569-8387 MILITARY ... \n", "2 (708) 923-4000 GENERAL ACUTE CARE ... \n", "3 (773) 995-3000 GENERAL ACUTE CARE ... \n", "4 (708) 383-6200 GENERAL ACUTE CARE ... \n", "\n", " WEBSITE STATE_ID ALT_NAME ST_FIPS \n", "0 http://www.hartgrovehospital.com 0005454 NOT AVAILABLE 17 \\\n", "1 http://www.chicago.va.gov/ 14003F NOT AVAILABLE 17 \n", "2 http://www.paloscommunityhospital.org 140062 NOT AVAILABLE 17 \n", "3 http://www.roselandhospital.org 140068 NOT AVAILABLE 17 \n", "4 http://www.westsuburbanmc.com/Home.aspx 140049 NOT AVAILABLE 17 \n", "\n", " OWNER TTL_STAFF BEDS TRAUMA HELIPAD \n", "0 PROPRIETARY -999 128 NOT AVAILABLE N \\\n", "1 GOVERNMENT - FEDERAL -999 240 NOT AVAILABLE N \n", "2 NON-PROFIT -999 377 NOT AVAILABLE Y \n", "3 NON-PROFIT -999 115 NOT AVAILABLE N \n", "4 PROPRIETARY -999 172 NOT AVAILABLE N \n", "\n", " geometry \n", "0 POINT (677706.861 518544.822) \n", "1 POINT (685088.436 519684.489) \n", "2 POINT (675828.819 496243.670) \n", "3 POINT (691089.739 500162.084) \n", "4 POINT (676748.773 521277.201) \n", "\n", "[5 rows x 33 columns]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "resources = gpd.read_file(PARAMS[\"resource\"][\"shapefile\"])\n", "assert resources[PARAMS[\"resource\"][\"key\"]].is_unique\n", "resources = resources.to_crs(PARAMS[\"region\"][\"projection\"])\n", "print(\"The geometry is {}\".format(resources.crs))\n", "print(\"There are {} resources represented\".format(len(resources)))\n", "resources.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also visualize the data by plotting it with Geopandas:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "resources.plot(figsize=PARAMS[\"output\"][\"figsize\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Our method for calculating travel-time catchments relies on clustering spatial units (in our case counties) together into \"regions.\" Doing this requires that we have our OSMnx network pulled by county, and data on the geographic bounds of counties so we can see how they relate to our hospitals.\n", "\n", "Here we load the shapefile for counties, drop any duplicates, and project the data." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "There are 102 counties represented\n" ] }, { "data": { "text/html": [ "
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STATEFPCOUNTYFPCOUNTYNSAFFGEOIDGEOIDNAMELSADALANDAWATERgeometry
017091004242470500000US1709117091Kankakee06175212105812440760POLYGON ((644807.679 431295.144, 645687.311 43...
117187017851340500000US1718717187Warren0614047479441674135POLYGON ((436783.276 363512.862, 436755.241 36...
217197017851900500000US1719717197Will06216492764434548925POLYGON ((638438.260 499329.590, 638973.311 49...
317027004242150500000US1702717027Clinton06122766436975635324POLYGON ((542119.643 147413.564, 543761.494 14...
417031017847660500000US1703117031Cook0624473708181786313044POLYGON ((635130.213 537472.688, 635563.062 53...
\n", "
" ], "text/plain": [ " STATEFP COUNTYFP COUNTYNS AFFGEOID GEOID NAME LSAD \n", "0 17 091 00424247 0500000US17091 17091 Kankakee 06 \\\n", "1 17 187 01785134 0500000US17187 17187 Warren 06 \n", "2 17 197 01785190 0500000US17197 17197 Will 06 \n", "3 17 027 00424215 0500000US17027 17027 Clinton 06 \n", "4 17 031 01784766 0500000US17031 17031 Cook 06 \n", "\n", " ALAND AWATER geometry \n", "0 1752121058 12440760 POLYGON ((644807.679 431295.144, 645687.311 43... \n", "1 1404747944 1674135 POLYGON ((436783.276 363512.862, 436755.241 36... \n", "2 2164927644 34548925 POLYGON ((638438.260 499329.590, 638973.311 49... \n", "3 1227664369 75635324 POLYGON ((542119.643 147413.564, 543761.494 14... \n", "4 2447370818 1786313044 POLYGON ((635130.213 537472.688, 635563.062 53... " ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "county_shapefiles = gpd.read_file(PARAMS[\"graphml\"][\"geo_unit_shapefile\"])\n", "county_shapefiles.drop_duplicates(inplace=True, subset=[PARAMS[\"graphml\"][\"geo_unit_key\"]])\n", "county_shapefiles = county_shapefiles.to_crs(PARAMS[\"region\"][\"projection\"])\n", "print(\"There are {} counties represented\".format(len(county_shapefiles)))\n", "county_shapefiles.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's plot the data with Geopandas again:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "county_shapefiles.plot(figsize=PARAMS[\"output\"][\"figsize\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Our method clusters the road network pieces up to a given memory limit. To do this, we need information on the memory usage of each piece of the network. This was generated with a script in the `scripts` directory if you're interested on the details!" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "There are 3230 counties represented\n" ] }, { "data": { "text/html": [ "
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FGEOIDGEOIDNAMENAMELSADGEOID_FILEMemory Usage (GB)
00500000US3103931039CumingCuming County0500000US31039.graphml0.030626
10500000US5306953069WahkiakumWahkiakum County0500000US53069.graphml0.008176
20500000US3501135011De BacaDe Baca County0500000US35011.graphml0.051917
30500000US3110931109LancasterLancaster County0500000US31109.graphml0.292643
40500000US3112931129NuckollsNuckolls County0500000US31129.graphml0.026382
\n", "
" ], "text/plain": [ " FGEOID GEOID NAME NAMELSAD GEOID_FILE \n", "0 0500000US31039 31039 Cuming Cuming County 0500000US31039.graphml \\\n", "1 0500000US53069 53069 Wahkiakum Wahkiakum County 0500000US53069.graphml \n", "2 0500000US35011 35011 De Baca De Baca County 0500000US35011.graphml \n", "3 0500000US31109 31109 Lancaster Lancaster County 0500000US31109.graphml \n", "4 0500000US31129 31129 Nuckolls Nuckolls County 0500000US31129.graphml \n", "\n", " Memory Usage (GB) \n", "0 0.030626 \n", "1 0.008176 \n", "2 0.051917 \n", "3 0.292643 \n", "4 0.026382 " ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "memory_df = pd.read_csv(PARAMS[\"graphml\"][\"memory_csv\"])\n", "# cast ID to string\n", "memory_df[PARAMS[\"graphml\"][\"memory_key\"]] = memory_df[PARAMS[\"graphml\"][\"memory_key\"]].astype(str)\n", "# left pad the string with zeros up to 5 digits\n", "memory_df[PARAMS[\"graphml\"][\"memory_key\"]] = memory_df[PARAMS[\"graphml\"][\"memory_key\"]].str.pad(5, side=\"left\", fillchar=\"0\")\n", "print(\"There are {} counties represented\".format(len(memory_df)))\n", "memory_df.drop_duplicates(inplace=True, subset=[PARAMS[\"graphml\"][\"memory_key\"]])\n", "memory_df.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "# Calculate Primary Regions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This step uses an over-estimate of the driving-time catchment to determine the pieces of the network necessary for calculating each hospital's travel-time catchment. Since our projection is in meters, we set the buffer radius to ~64km whih is ~40miles. This will contain a 30 minute driving-time catchment even if the driver is going straight at 80mph for the entire 30 minutes.\n", "\n", "Let's plot the buffers:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "def calculate_buffers(gdf: gpd.GeoDataFrame, buffer: Number) -> gpd.GeoDataFrame:\n", " \"\"\"\n", " Makes a deepcopy with geography replaced with buffers.\n", "\n", " Args:\n", " gdf: GeoDataFrame\n", " buffer: Number, size of the buffer (in gdf's CRS units)\n", "\n", " Returns:\n", " GeoDataFrame, copy of gdf with buffers in geometry\n", " \"\"\"\n", " buffers = gdf.copy(deep=True)\n", " buffers[\"geometry\"] = buffers.geometry.buffer(buffer)\n", " return buffers" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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sIjDGQESw8gznQqtN4RnE3ORSGNRW5meLGfIDCa5aWBPXx35OsIQMD7DUn925Mciy4whvT4wrYmR22ogvEdR28qeLfO/Z6Z4F7y8rHf+lPEpUaCuK8iBJgTulowcnrLchEmx7qeJtjcHFbHq/nqLcJWoTvzs8MUgEzjNeLh2c52ip3m9/pfNYOQKRoPDUmbndZ1kRXi8dLmYZLmcZMmthbWiFmWKnJglZGecqrKfgReD9cYU3seC68CgyxtN5tlX8OhK8WjpczCye7Wknpyi233ky13+DlEeFCm1FUR4MjhiFI6wc6Zf2FiyCZRVGI2XW4HIW0mU1WE25T1JFNYkK5bB4Cg4el4IcY/YEc5iBfRuhSiJYlR5VdAoVE59DAepQtCfzbM1OHOzUQVzOMguIwHFYGKBH+KHeF94zazCfZZhZc+u+Z0+M1ysOCx/zbKuILxyj8g5vXeST7Od9RICXKraVR4YKbUVRzpqUZls4aoWHKWMQC65Lj+vSY5bZUOnO17/wKsoxqTzfWuwpXdrCuiIeXGwUEVwVtzvvjhg3lYfzjJWjvarhJILrknA5s5i1RFsKLfMVw/kwRtEagzxrpjA85mAtxwJXehgAeWaxyO2tRWuRFj4W2+3kLGGR5uk8w5M9ZmWLAK+WDh94OteFXuVRoEJbUZSzQySJ6/DFUtkPF7+YX8PXo2AOMUdVUTZxExd6lNvhieGjqB4T1m2SyL5N0Nyy8lhVtNUmPgWBYOkIcxYscgOSsADTPz4SAXlBiTj6cEfhLamnPNxp3UoUp3SFEV04fgr4IRE0n9/GALPMYpFlyPcMnGPZzU5+UxEcM95azHZepGURvFxW+IAGpCmPABXaiqKcDczhi9my8moNPyCCJkztqvB4ugg9lOf0xVM5fdQqfnuIBaWjGDi224fgden3FsckgmXhcFPRZJv4FDxxGAXGgsV8ezuLxGPxLvSVCwBrgMxaZDBRRDeju3at3BtjauEdJ2PDGNS95NaEcLf7mI89hkgzyiszBrM8TKDI9jjGXezklRe8pP2s5MRRbD+d678zyoNGhbaiKCcPseCm8iiqxxdsdtewCK6KUHF8Os/xZK6CW7k9ahXfH2aJfdD7V5GvS4dqT4FcEeOqcFiWdLA+aUeMyjHan+i+8rjIu+OnSATCaR52nIENwdDsCItQ2c0zu7ctOVW/41/Nj96ps8bAwAQBbmJlPf5+n5AIKLZSzXKLy3y/LI5kJ392sTlt/DZWcs8hZE3nbCsPGRXaiqKcLJ44VFB05M+dIxIqYDeVx5N5jicz7eNW9uO69LhRq/hOiEh0mRCcl1stMC4rj9LtLrJTi85VEZLFb4uIBKu77wrsNkvnUTiD3BgwMCiox2AAJTFKYligHm1428+ttvU8VbvD2RQQoTMf28Qwt9wGe/t99iE7z3CeMcsMLvJ8Z1s5i+DNyuFynuHJfLNcuKkIFTGeX+xmJa+I8Wbl8eLJbKdjU5RzQYW2oignhyPGTenVYnoCiISe2mXpcTHP8HSea4iNMgmJ1S59H0/HEdep3IcoHpeOsKp2F8kkgpuVw1W1v908ISKhgu3XK9EcR3YRxap1vN4ag8u53bvSyQAKYoCinTqzmGWhn5vijHBuJbFLVNJ967l0/mow0VYefk+XoOn5NoCNVvMUWHZfwtuRwJHDzBos9hjxuKqCk+LZYvNnv6Mwwuv5xWwnK3nhCbYA3rpQsa08PFRoK4pyMjhiXBdhZIxyWgjCF65VRbiYZVu/dCmPG2bBq5XTsMKJlJ5qQXPIfV6XHiISKrBx19yyR4cKbeg7TiJRWPC68Lgu3d7ztdP9OB+D2uJlqardF9ZDt12VjIv5fhVpEQFHMV0JcM0EAyDLgfwAyeWyJr+l86NtN1/GkncGA2sN5lF4L3KLLDN3ZjdPieW5MVjMM8x3ENyeGG9WDk8Xm/uxRYA3K4dnF/lOwZrLimCNwdM9kswV5ZTRV7SiKPcOs+A6ptkqp0/hCKUjPF1oD7eyTgo60nF72yliP+0+AptiRTaNxAp9zEHjVcS4LnYXysSCV8sKhaNolW7CwYw1yGywR1szXp0VEZSO4ZhjtVhALHA+ifxpB8UQrCrG5QSxPVYZ7+MdUMFglpu6wn1XEOJ5qJrFpxwW85nBIs/urOrtReBLj8IYXOwguDmm1l/ON4dlCoCrwgMCXMyni+3r0iOzRidfKA8KFdqKotwrq4pwVTpNET8zBOGL0crRzlZB5eHiifFyqaFnm0j918uKti5GJJFK6WcU18TjclVEcFP4nUV25Rkvl1XHUdS5Fxb0W70zNCnc1gLEgOOwURDX6Vj3ez0IJLpoLLKsO297irAe22flg/DPM4t5fn+zuT0Y3gErR8hNENrz3CKzweqe2eMJbxLBTelRWYPLHVqCplrJr0oPFtkpJO1N4TC7RZidopwaKrQVRbkXHIVRUmotPW9S9fIiz/DsQu3kj5nKM16tqs6imcR+2FTZBFJF9LzmFh8CEUHhCMuKRxcikrXac5iR7Gl3iXpT7Z4OXjjC+zfVzrej2NjMxCgrRiUE8rHn2QK5jQndt3iuBeEx5VZgYXYW1pv2G84xkGUW88zcW+CjAHDCcB4oPGMWw9TyzIZFDBMq8MewmjsW+MJhntvJYx2nWsnTa3Fq/7UI8Hrl8I4mkSsPBBXaiqLcKWoTf5gUnlBeq538oZMqrJ6bn0lAvl6FClYQ1tIKlxonBEeFqmgKkQq/BzGe22Abzu39iaBDsKo8bipac+4cQli3qYh3Xrxclh7vL6u97ldEUFZx9Fg/7IwAHz/mLQxsZnYS3iLxdeYBAgOgur/5kAiCcPQUXm+L2f1VuMPxCCoWVAxYx5hnYTa2ZwM4IDOhCp9n5mDzvAVA6RmOBJcT7eTJSv50sbkfu3AMkTBve8p5dcS4Lr2GoykPAhXaiqLcGWoTf9i07eRvXeRY5Nprd64EEc2NqKbwc6gSW8QRUPtQV7rXdpsuaESjMSHIKvUHp/8OEW51LCofJij4lo+bWFB5OoiwbkMiWFa7PQ9vCofXK7d9wwFcfGxrAnsAhoBJ1oT3rCcWU4iZ98Eu3z87lWcwBIvsOJ8tnhlUArPc3nkP9xAMQUGCkqQW3ABj5QC4sDAwzw/3HuA97OQ3ySK+YQRY6Rm8cnhxOa1SvawIs8xqv7Zy9qjQVhTl6BCHeZyaJv44CIFKDpdzxluLaVUM5X5xsRJapZToiepvWXnclHfjThFBDA1bP7jcBtGWZxbzA8xOvi3JuZPmVzOHEVelP2yyeCL1Ze+yiPlyWeF6j/nmFCuOpdu/97otvG09KstAsF20ey+A0NEW8gRB0HsyWOSm0xt+XwiC2K6IMbMW8zy8xj0zfBVcIbkxmM8s8gO89ne1k68qAgvwbEM/tqPw78KLy2mztrVfW3kIqNBWFOWolJ7weqVV7MfIqiI4z3hxOUN+Al9WlYZ9hXWbwtGdiext+Fh5T2ld9ym8k02cOQijyjOcP0RX8ThLt1tf9vs3FW52rH6zCJalx6okHGLJtLaGk9T7y4DQh7ylQutJABxPbANxxJgT5IR7t5MnBEDFDFcxcmMxnwUhKiJwInAl1/3cs9zeqp+7bSefMs6xdASRsO3YufIseL1yeHtCD3bq1/7A0/m+D0FR7h0V2oqiHAURwXXpsdRe7EeNZ8H7NxWeX87UBniPEAtKT7cS1m1Kv79dHEDdy51+B8IX6/bvgmab1Ledvptb0/ze7vNONuQx4T3L7dHEWbKJrypCSeFc38UCYxLzUxARvFy6nUQ2i6AsBUvnOhb4fWn60tfr4QSASAASZMYgy4BspKfbk8AY3mke9D6cmp0caIWnVYyZsZjNDHIbzgOLoPSCigS5NVjMbie422O9tr13Ks94Ix5vXeSj/eNJbE+xkad+7U2VckU5ZfSVqyjKwaH4D6kmiitA+FL4euVQesbziYE4p0Q7ObsT9oVG/Bk04u9UHh9zGCNVODpo20aaGLD1/tsjqST9TPOfOc5pPuz5SonmqX879XOzGHg2WDmGNYRFbrCYZQcJ1mIWXJeh13m1IVH8GOzSly0SrLtTRbZIGM+1coTK8a2Tvlmk1Xu9HZIQhGYgoRd/IPzLeYYxwMweV2yfop08EQQ3MDOCxdzW50hE4Ci0LMysDYJ7T2eHIPRNO2I8mY+LaKBJJH/rYjZ6f44EV4XH88vtgWc3pccsM5r5oZwlKrQVRTkohSO8KdQqrqxTuPBF7e0TsZJzJz2ba1EYArq6FdVd6adpt8O7QoDXcXoP04zm0oV+4EO/DdOX6PZ5IWKUPtrQmcO5pBicVletY/DZwDmtw9BM6NUVERiDeimDIbCI59DE9GpjW0nlscfXAEYEYszgfGqTQtTizOdZZrGIPaiLWbbX81FUHp+/rrCsduuPPhSrctr9soScjOuJItsTo3IS0sRvuUhDwiAP+D1PkAD1+3RIcFeOYWaoK7qHguOCAHOToC8CrKrokLAWta0ivlrT4lFD67WJJlUf8XdrDIw9zIKTE4YvGYvMYt5zDzlmuJJjqvr+fdxJID+d58iz8X0QC94UDs83iO3SM64KNyld/M3K40PP7MksYirKVFRoK4pyEEQEV6WO7VI2Q9FK/tbFDJfz41co6j7QTno2h6raEYVRP017yHKbBHhubT0fN4sW512/UFY+jFgq3PoIqUOQBPz7NxWcJxTEqNy0cK+UJJ0q2xz/5gHr8FTaDgJrmtRla4PV2JowDiyJamvC7yIGPh6TAIA0M5SfzDO8dZHjYpZv7ekmYnzhusKrPcdiHYKKGG6ClTuIbD8p+IxFUJQCEkJZMW6zVEPM8B632kebJLg9B1v5LG8Ed+kZZrb7jGmR0B8uImAGhNOi0OagN89AZUOPeL+6K0N/yeCVHSxMXAyKItx22yEmPR4ABYW+6sXMri1oeg5iPDMWFzO7USyPwSK4Kh0uZ9nGdiCOIajPL8fFduEYmfF4ssUazrEVTUd+KeeGCm1FUW5NSJmuDtK/pzx8BCFRtvKM55eHtZK37ZKVD4Ffp/qqbIQDAS0NZIAQ4hV7QufZcCWHOdh6lxUd3K5MMSW7ohDktXKE968rlJ7qqv/a42lZxUmSwA6i+tAIgrU4qeXCS93jLSIwMMgzwJoQhCbSCB5jTRgvFUV51pvRPcssLucWzy/meLoIQiq1CIgAK+/x6roCCe4tEVlEsJpQnRYJFcjr0m18HySbeEUM4uCI2PdpYxE4JwcT2EOQCMgJMhjkeXgOS0e4mK0L30QS1UQCJkxKON8EM7Bycbb3AarpDAFEQL216vjqQ2YRqvl2e/WbIFg6wswHwd1fOCJh3FRBcF/O93PXrBzBE+PJYtxKzrK9sn1TEawxuNiy8LqqCJez7CTcUIoyFRXaiqLcCkeMV0t3p32JysOg8ARaCt6eOO5liHMS1lMRNKngwLrwzo3B0hFW1eGkTFtY+9b5LD3Dx55sz10LcRLWqco4ZNc+JKkyzu2fse97UPp7AKDgHDDBcpxZiwyxytp6OKkKPstMPYrrzcpjZg2eLHJczrKQul0RlpXvLB5k7ep5rESmy47FyvOkBYzr0uO62Cyyk02cIfV7aB/GQs7SIocgrYu0rk2/plOV2gA6F22wKENAXpAByHODAqjFdl9Y85Yq9V5IsK5zJqMLYre/i/B/zHW2HyzsJOHthOGrYCef5evHR8K4LkOg3GJmd6qeA2EM2JvC4dl8NlodZw5has8vZ6P7vyo9YLCxQi4ArgqPdzSFXDkjVGgrirI3lWe8WlXaj63sjSPG+8sK7zyZT66qEEsI+HogwnobSXgXLoi8ynO0mKd+y90rPPXoqSisiUMluB5HRVILpOsosu9DWFPrvnYZX9XZD0J/sPcCgNeFtzWhQipSC5kkvDMLvFw6AEG0ZSbYzPOWvZ8ktCS43v0axBFjNowZO1T1m1hQuu0tOjelx5uVGx3FlWzijPDclk5AspvITq4Fn6rh0rLlY6NTemyPg5caNMLbWtPqdw6/kzEgL6h8mF1+kWUQM7IAcwQ8CZgJiw0V9UPC4MnCe5udHAhtCJ4Fizws6O2CCHBdOjxZ5KMJ8MQx/GxDGOZ14WGN2Xj/Vfwc1AkWyrmgQltRlL0oHIVQpPs+EOXsSX3b7zwZD0k7VoL2OeCJsXSE0jWPm0ngKNjG0wifRb450Cv1WVfxv/TedTHMzPn1xOybyuO6cnB0PsJ66/2gK7zzaD/Os6aiRxIWcwof5lNXLgS0zXODJ/McM2swyzLM4+2G7yeMWKoIgKODCe8plvHCEd4sx0W2J0bpYq1UZGs/dnIPpOwB5mAIqJPEj/wvQV0NRwwna11DEg5GBIAJbQMXucWzyxzW3J3NmOWwVvKd7rslvA1M08PeEt3JTn7BshaWFo4/Jsx72dlOLggLO7JhBJiPo7rG+qxTS9G2RderwmMxUJ1XlFNEhbaiKDuzqkKyuKIcChbB+8sKb1/O64rGsRO0T53KM1bOo/KbH7lngS8JNyXVFtD2F9FgASeUrbnOPlazS8894dLY8ZcV4dWqOspj6xw78VGF9dZjQBTdnpHHSjZxEI9EgsJxXRl1BKwqjuFpebTb2jij22x0F2wS3rNsvY92iCkBaKUPi6B+4B2TKtepDWBMZDe2fAHxep1ZYhXfTxzVdWgkHh+xdBcTYs++q8Lr/XKRY57bMPJtZB73YQ/s+Fby7YcQnhfvQsBaZps+diBUtz0BF4thq/ht7OQhLwK4HKk4V37zXGwR4KpwePvJuD2cRXBTkc7WVs4CfZUqirIT16XHzYT0WkXZFRHg1bLC5SzYPo+VoH3qUJzLvE1gD5Hs4K+i1RvRUpq+8DtirKrhkU3tPncSwU15nAkCqR/c0+3CqA6NiOC6CuPJDIJgIV4PPGMJ4WuFr5Bbg2eLHBfzDBUZZIaxyEM/7Nb76wnvmbWY5ePhd1MC0CrPuC4I5cDzG6zizTxsjiKbIVuFdRuKNuO79pWMiusRKhbAEbxn5HkQjKmH/tjC25NAhO+98soI58xVQXTnWRDd3jCWpcTk8eHX6r528sKFcMan82GJUTqCNcCTkesdCW5Kj6cbhPSy9LjIx49dUU4FFdqKokzmTeF0fJdyFCRadZdVsC+HMUuPqw8vCKlgB99HfgYHQLCYtycApDFYgr7ttqlsV74bFLUq123kt4FjldxHEX9q+Bj8lo6sbIWCWQA2C1XrfnXPs+DVyiFbeTy9yDDPM3hm5N5OFtwJxwxXASsQZpmN/zVicFsAmifGsvIo3LoYd777HBMzlhVFN8G0XmqJNvGhSvkxIeJoVd+9eu48w+QWFN0KeWZa51Bq4Z3b9ef21sfNYQ75RZ6dhM2ZWws7FhazPFSvL/IwR37wNtFO7ijYyaeeo8ozRByezod7slcpaXzkfpcVIc/MqA1dg9GUc0GFtqIoW5E4h7XwKrKVw5JGVK161eurwoNFRqseD43SB+v3Pn3QaZGifw5TuFnpgrg1xtR2UKIgAobur3QMv2Mo1thxuTi3/FRH/zGvW6fDQkWrHx4AE4MIyGLVuS84CII3hcfMMuYzg4s8g2MbBHdmBhOfxxA0zgQDg3lrfNUYxMFOuyq5U+0N1nCpn0/ikDC+rPxOFWkWCT38O9zmtlBsKbjNfQpCdXmWG3gRsJc6BA8IfdVMIS3dmjTX/nCV7jQCbNPYsfuAwSg94LyB8+HxX86z0fYFz4ybMmyTT+zdTpXpsfFfN+Xm8LPrgjB7Mt5SocFoyjnwOL7BKIpyK16vHEr/uAKolONCHGywxYZ5vcm6/JDF9m1s4mGRwnd6r4EosD2j6IWbMTOuHOEL14TMBsGdDVRob7ugRhzu3/MpGcPX6VexJYaejS0yhLnnDF/F9PHZuuB2zKAynIOcLObWwucWmRcs8iAqdhFxAkHpQ788ceib7e8jOSEqT2jLZ2ZBUYVFE++D5bpigvO7VYYp9oXfxXO5qz18CiQCy4zMWjCAigQ5cyc5HmhEtyNB1pqxflvRLRLs1ItZtvZ+u29SldvFhbe3LnLMR6rILEE4hwr4NKeGY8FN4fHkIh987DelR2aHZ2ynGdyb+rWXlQpt5bR5uN9eFEU5CCqylUOSErSrDQK7zU252WJ4rkicybzPLGyKArt/DlN4XDu8K11e+VAhTYVljnO6c2txMQsJwxwF2754liD2TrR6nRARFFV3lFWq/NJEeUfCWFVABov5vCu4GUDhGJkT8FxQMWNmDTxnKL1gnpudendJpLaxF3FxYB77Zq0xKFx4bovW53TlGDeVh/dNH7xn3mlB5y6t4klg92dwHwpHAmOkfp5SdXuWjwSCcXApGBJkNqR336anuxHbFvkdJqFPJS3oVNcOTxaMZyPCGAAKT6ECPhKm1sdLENvPLtYr2yyC69LjxeVwErkjwTJWxYevD0GPYxZzRblvVGgrijLKdelRTJjXqijbSCFc+yzaXBUexuDBfJna1ybuibHyYZGiT0gop24FOwlsP76o4TkkDOfGgsB7hc+lELVT7L3uk6q83FuI6F82FUIS3AazWWNJDteFxZSZtZCZgWNBbgwcWTjKcDGxh7v/fAtCD3npGcbEGetxgYQ4CJNlb8GEWOB2ENkUq+DHXmI9tsBu4+ICRRLLjPC+mWXd561zfAgLSGDAINjO97aWS2hLkBx3Pv5rKoJQtXae8XSeYz4bHvPlZTcrOUl4XT5drPdsp2yBMefSTUXIs/FAtmWpQls5XVRoK4oyyLLSdHHl9jALrivfmQG9D1eFh70MY5DOFYnWy9WO54JZcBMr2H2CBZ/g2j3FIihjlXMqSxcyGHITKtxTRk2l+duHDE07Jm5g0aGdvH0bCAJyAgvBohcaFezkBhdzC28B7ygsgOQWF3mOiw0zi1mk89x2rmPBTeWxLBkMBtigpPVE+bTgMvUR3oVVXERCb/QdjgcTREt/ZjqXjVnJh27vYj93lhnM9hHccfwXcpz0Z1lFDC4dFmwxsxkW8/U2k2QlX+R2kuPIxdfrUEDaqmoCAIe4KjzeeTIb/FyqojvnlM+n8nhRoa0oyhqFI1wVKrKV27GqPG6qw4zoEgHerBxePJltnFV8qhALrgoHR7udjMJ5LMt1e7mIBBux615XekKxo5CnaDkHYqWqGu4FTvfrKAi30+7AbhiyiqfLDyGy2zDCwkduLea5aVVPw+WLOE4pzDkOoriiDJez0PfaP9+VH3YZSEyDXpaE64LASIsIgpltFkpYZHKbxl1ZxQ8RcrYvngXWyJpg22Ylb5MC1igK7n0Sy6v4fjtlcehZIBUDc4BKwTwbzhgofQgKfLLY3g7hSHDjCM8GqtfXhceLJ7PBcxlmZ3u8dTFsMb8p/cZebkW5L1RoK4rSofSENyt334ehnDGVZ9yU/uC9uizA62UIxxmrAJ4ihSNcl36nBQfng51y6BwO2cQ9hd7sfezbVdXr6QZQEsORdEZUuZhgfi4CGxi2igO3s4tPwTODKyDPmyqdIPZue+BiHkS4Y4GrfByzFgR3Ot/S6s3uH/tN6XFdBNcRiaDyUj/3xIzMArkNidJTBK1IsJbvN1huGiwCOvJ9TMETY27XK7BTrORtkuD2JMhtGB22i+CuovX/lBcOSQSrknG5AEoycCS4mGUdVwCQrORBbG87B84zlli3irMIrguP5yP92oVjXMyGK9elZ3hinautnBwqtBVFqXHEeL10Z/Q1WjklDmUT33gfEgL63h6pfJwSEoN+dqkwJztwNdDLPmYTLxwPCrIpeBa4kZRthmAV53LD3E8F8jb4uDAw6AY4oshOJOHmfddOTsJYRSt5qqwWcZyXI8Yiz3A5D/O42+ssyU2wrByWVbDtkwhKJ2uPxZNgVRKs3Z6cncLyjvX83odNfBOMUFXPBkRZ20q+ywx0H/vMsyi4p6aLl55hZtO3vw8Y4bV0Oc/ANrSZ5N6u2clJGMtScLnYnq5eeoY164nhKcvjcj5sRd9Uub6pCC8uVWgrp4UKbUVRAIQv8S+X1Ul8EVLOj0PaxLdBLMFGfjk72LzbQ+OJcVXsVtUfs4mH6wjFAWzibYJ1ejzsMM3hdiQwEmyus/xwM4aPiYthYUMMCdNjMmQnT5fNW44BBrBMdnJPIJF61JInQekIXhirSmLfdQjGG3qUzjMI4b3iWTDLhvvAjz0f+z5t4pvwLLBWRl/LXgTieOfXO8XRZLk1mG3p+QYAxDTyixMc/dWGEfqoL+KsbS88aCcPoWeEJ/Nsq+to5cJC0Ly34LGsPPJsOI/DkaCIx9GncIRni/ys3E7Kw0eFtqIoEIkiW1W2siOOGNc7CsrD3K/gaoPN8D4pHOG6mN7puskmzvGLa7uKfRubePd+x228KUk83UWo9DE8GSxmZrAaeCqUFY8GiJUVr/Vq3xV9O3lKD/fUWMmBEBq1qhwYwCwnZLD1wkDhJIxiqnhUZFdRZCfSc5dxV/yR8M4ztadyKjbxMZLte5aPizKCALFve9fFJZ8E95SUcgHKKLZP2aVTi+2ZRZbZ8DqMM7jbdvLQTx3E9rZE8pvSwyzyNVF9XXq8PbKQel35MNpuYN83lcfzkT5uRbkPVGgrioI3hd951JCirCqPm5EK7F0QZkav2w/vk+vC7ZQqvqz86OxqRxzPbzjDIQBrf5t4GxJBObAf5hCMNvZ5wBCsnGBOwHx+emJ7VTFoRGRXjuHvSWQnkp2cPLCI4jpYyYGLRSO0Kh/mYhMzFrMcT+K5Jg7P/7LygyKbaHwBhqL4nVkDQOAZR3nvEvGdjOu6LSSCjNeD0TrbABDfTSRvTm/6JVyeNKEBYIypU8qJg1jfVLGWltg+ZcdIyhm4NKYJ3INg6TxmFCYWGGMgEkbbXc7Gk8QTN2UIOWtXoplD2N/QyC8RjAajFRXhrYERYopyX6jQVpRHzqoinZWt7ARz6D3eZyb2obkufQwiul/RJxIq7FPPCbHgphxPIV+57vuSWIK4OpB6WQtAa9nEpyikihm+EFzOLcwJWDVT3/WYyHR+vMp9HxAYRQXMZ8FiywCKMlhiHQluSqqr2Cvn4dnAwCCzwNVyRGSzoJrwAikcgQTIYv/2oZAo5I+dWn5IKiLMkAEiEAmPQdC8BdJP64ITYbjiPP5409Ymtg4sZjEwzQIW3fA0FqDwhIv8DMR27KNuv/cdM7gUXMQe7UZsY3QGdtrfsvR4dtEVyIVjLHIZfI2OBaPVCwEjPd6Kcteo0FaUR0zoI9WEcWU6jhhvVv5kZieLBEfGO0/ur19bRPB6NX10V+XHU8iZw5fTtii8bS92n34AGrOg8IRddShDsKwYi9wg3yE46tCICIqSR23KnnabKX5XMILoncVRal4E71+7EB7WfiwCLEuq+38FWBN8IgI/4TGmGdkAwCRgmWBtngAJgyYmnN81IhIWqKKYRlxiSsfqGVstzgzAe94gtkfuu/WzYoYrw33VAXVBc8PYIMotGzADl3MLa07PMZJINvLLRXdRgBBaXRa5rcV1mpCwyXnkRbB0hKetCnYQ6ruP9CrceJiaotw1KrQV5ZGSxMFpyCXlHLhvq/gYFCvsY1/IjglzeB9N6VFPXxzHRHPfKh4SxWnn2dvbaAegOYqhYXvehUBQeMGcgdns7oPSOIrssXAzEh5McD8lwnNAdfWzdMGqnFwaLALHIbhu5UKA2iK3nRFUUwLN2iK7voyD+Jxl2Pu5OzWreFtYs2wX/8wMMdv7sBnhPOcjwXKTjg2hBz/ZyS2Cm6FpqheU4lGRwSILbgeTGeQGMDitIMIgtjm4WlrHFT4TCESCi3hd6RkGBovZ+OJBGK3GnXC0yof371BFfCwYrYoBfBqKppwCKrQV5ZFydYQ5x8rDhFlwVTpU/nRfL4VjzLK77demKLKn5BtstYpXhMIfzyqeCEFZEhLHPcMfSMRXzPCluVMr+TaRLSKoqtMRgEOICCoXQsMsABtt5BWFmmueWThmONeMKis9g1mwmIXqKLNgW/MPMY9+3nOcw72rgBQR+BMIPNtVWK/dHqiDy6ZsGzISps3a7hwfQltGcI4IKkcw1mIW77dtWS88UGZdsWgtkJtgN89MEN31taExHJkJ1XEbrzu2MOfYsnG5WP/cdRKt5DGBvPAEa7GxZ3tZemSXs04/+03lMcvGg9EWs/VFksIRni5U4ij3j74KFeURUjgaDWBSlDaVD2OqTsUqvonr0seU3+NbLnex0JeecDNiFZeY0NsOODu0VbyNi0FnpaODi/hgJQ+20WNbyWWLyAaA6o7HeO0KcXe0FgMoS4IxQJYZVAR4H9oIKu5a4x0LqCLMcxPU2QZBRRIWVDadiSQgp1rJiRlE92cVZxEI7yeshyARZDI+7qtPWKBqhHDd2y1RTCfhjy1mEQ7Pf27XxaIjhjGNVZ0ZqFpy3FogM8GGbmEAiQsurX/aLaLgtgbWAtYE8X3IdHOKYvtiIByRWp8J89xiWRGeLsyoVV8ALItuv/a2YLRgFe9ep0JbORX0Vagoj4w0g1hRtlFUhKvS3/dhTEYEuFp5vH3kfu3KM95MbLu4Kd2oaGYR3LScJSxhtvKxnCaeBAXRrazi2xAAhWfMBZhvsIne6j5EsNoish3df8L4JlwKnmshItFtgJAOnhnceAYTDy6KEDOuV4zMWlzMhwO0OFadpz7dxKH6OsvW+8DrbQYs6HeBiIAPKK77TK1qA7GS6z3msY86adskuNHJFGz+WAssB+ABlCYEe4VKdXOdiAQrdby8XaVmDotbjgTW9Hq/03GmO2JB+6QZhOc3swZZdnvh7ZlRueH3fN9Kvtwy+svLurDeFIy2rBgXs+4iieeQWXDfIZmKokJbUR4RIoJXy+qEazzKqbAsPW7O0PXgOSQ2P7s4zj9vU2dkiwiuK49qTGTHvvKUks0suDmCVbx9PK+XbnCk1zGoiMEMXCwO+0V3SiWbJVSKTxEWgXM8aPVmaQQxI4Q9udj7zMTIsm7VkyhUMCmUOrGYd+cwB2v37jV9iVby2YCVnDzD3aG7RaIdXAbs8SElPEabybCIlfi/Q0dcJ4LH37wBIBREbb2BQToFHKvVIgISgASoQAjmDQMZuZ9pDxQgT8hNd0a9Y4Fn6QhGgxigZuKxGQM2sYpOgqxV6R5bcAybCogEoMMI74oYxgCzETdLsJIDlwtgVQFPYjr5EKVn5K1+7U3BaCyC0vFar/bKEd5Soa3cMyq0FeURcXPEapnycLgqxquw50AKjNo0UmYfKs/TRfaGnvYU3pZs58fqx+7fX0l3u3Di03zo+eFCnIpqc0+wiKCsTtMwTsxwG5K5208PMWPVGu8WArMEeW7itl0reRVHK13Oc1gbRitNCUjbRLKSp55a7/hORnelnmZhga8t2Y0t+1aCtgVLS4jHMjRLGKEmEDBFgc+hBYFraS7R0h0EamZQL4I0Ar1um94JLwLx1FlU8SwwpmVTR6ygS3oAzdmw8T4NwpzreQzV29Z7fyjhXXqGjedjCAJjVQouFsCy3Cy2l5VHdtH0a1c+zJAf6vFeuvVQtMIx3rqYdNiKcjRUaCvKI4FYsDwjG7By9+w6C/qUuS493hkJ0NmH0JO93S4eKtXjoWeeGNetZHFPjGV1vDgpiuPCivJ+nlMSxqo0uFxsT3XeRpiTvflxnGJftsTU8E3Bc8k2nn4vKwIjiEEihs0sYAQghrVmcF64j1W/y1kWxeHtCankBDDAR864Yw75AY6i0D7A85i0aPMziWpgqH/CUQilY8HAMbR/by9aGVgnIbndRgHeSilrW76T+N70ViAkB4NBFq3pnhh2YjJ6Lb5JUBFgQcisCYuPmYGdkGHRF94ZDLJ8Wv9+6RiXG7YjCFYlAQtgVRo8WQyPTBMJky6eLZoq9rIivLgc6AXnMKGhHYYZQv6GE8sV5a44+qvv//7f/4s/+2f/LD74wQ/iyZMn+Iqv+Ar80i/9Un29iOBv/+2/jY9//OO4vLzEH/yDfxC/+qu/2tlHWZb4q3/1r+JDH/oQnj59im/91m/Fpz/96c42L1++xLd/+7fjxYsXePHiBb79278dr1696mzzqU99Cn/8j/9xPH36FB/60IfwXd/1XaiqqrPNL//yL+MbvuEbcHl5id/9u383/s7f+TthFVVRzpyrQkd5KeOkcW8PQWQD4YtXuyJ4231NGYVHLHhTjItsRxzmZ8c9OWLcHFFkBxHvQ3DVPU44ZoSearlFyd45ht8y6NufYF92ShXflu7OrXPjqbFnc7SOUxxZRCIo3PhSAongTeH3nhsehKjUlm0ixrIkLD3Bp2No/cfJ2h3/2/W+iAXeE5ZVaFUpPINkv5q1hHUIeApivfISevWJQcxhjJekMDGpb8MxlG5VeqwqH0bqcVjUSY9v838MLyH7wBGh8oTKhQA64qavPCS/h6ps5dPxCTxHUd+zvIfbc/232/M5ZQQL+k1FeLnycTGV4iLKtPNMCKJ1VRGKiuDrczl8f0W1+Vg5iu2SCMtyfF+OpPNa9sSj52Eo4LU9yUFR7oOjVrRfvnyJr//6r8c3fuM34md+5mfwkY98BP/7f/9vvP322/U2f//v/338o3/0j/DjP/7j+H2/7/fh7/7dv4tv+qZvwq/92q/hrbfeAgB893d/N37qp34KP/ETP4EPfvCD+N7v/V58y7d8C37pl34JWRZWr77t274Nn/70p/Fv/+2/BQD8hb/wF/Dt3/7t+Kmf+ikAABHhj/2xP4YPf/jD+K//9b/ivffew5//838eIoIf+ZEfAQC8efMG3/RN34Rv/MZvxC/+4i/i13/91/HJT34ST58+xfd+7/ce81QpylEpPT0YAaUcnl1mQZ8TIe02u9U81XRutn0f9bQ5nb30hGXri2Dl+WALAUM4YhQuiPjS3f/zyhCsYjKx3fH58J639pan6tUpIbF3dMpRpYdHzPVntQg6ryfimLQNABIsvWv7oSDGSQwuRJDnTYWvScYO/9NUepOBun/84XWdLveMSRVNILmn2xXc8DuLwKCp8ofk8kZWN33X/X0h9iM3l0msOgPp5/bXebKgp0ULovD8pNMsAngjyFu93/09b/osyFyYe10fcyxnGWORm1bqt23s2FKHuzVBaMmWXgkwY4LNLEQA5wmz/HYjDCtiVATklpDF8WLberoTdaXbhefRWotZhrVRZxRbF8b6tYH0mUDAHMgccDkfflyrijC7aI5tVRFmA1Vtz4LSh8/8ROkYUPu4co8YOWK59m/+zb+J//bf/hv+y3/5L4PXiwg+/vGP47u/+7vxN/7G3wAQqtcf/ehH8cM//MP4i3/xL+L169f48Ic/jH/1r/4V/vSf/tMAgM985jP4xCc+gX/zb/4Nvvmbvxn/83/+T3zZl30Zfv7nfx5f8zVfAwD4+Z//eXzt134t/tf/+l/40i/9UvzMz/wMvuVbvgW//du/jY9//OMAgJ/4iZ/AJz/5Sbz77rt4/vw5fvRHfxTf933fh8997nNYLBYAgL/39/4efuRHfgSf/vSnJ/3j8ubNG7x48QKvX7/G8+fPb30OFeW2iAjeu6kmzfpVHh+7zII+Rxa5xfPL9QCdKYTwwO0LEM4zrspxMd4X2YU77sJX5bmu5LAIluXpVHUMDC5mZrSHsw8RYzUhL6Ao77dq34dFUE0U2UB4TZAInCOUUdwm0ZxIwteaILKzmDKdSFXmtli9yMO4O96xRpws60O3mWXTxHaqFjNHUc1cLx4Qh8pnEOIyaeZzO9E79VfXgWa1QA0CVhBTqEUAY1r3G8eS1QK6tfjQwprx1PVtWAC2twhSf9UWQJKd3BhkRup+asRjb3q7m+1mFsgzG8LGMltvh3QOWn+ngLR+SvkYuQmCObMGuQ2z3NOc7umPObwm+6+NJ/Ns0sLa5SzD25fz0dT3i1mGy5Yt/MXlbDBRfJYZvP1k3rnsQ88Wt1psVc6PU9JiR7WO/+RP/iS++qu/Gn/yT/5JfOQjH8FXfuVX4p//839eX/+bv/mb+OxnP4s/8kf+SH3ZYrHAN3zDN+C///f/DgD4pV/6JTjnOtt8/OMfx5d/+ZfX2/zcz/0cXrx4UYtsAPgDf+AP4MWLF51tvvzLv7wW2QDwzd/8zSjLsray/9zP/Ry+4Ru+oRbZaZvPfOYz+K3f+q3Bx1iWJd68edP5T1FOiWVFD1ZEKbfDE+Pl8mEvwpSe96p0Jiv9NpFdegptGSObVZ47IntVHVdkl546dsnqBKrZbQTB+kwTbLAcbdLb8HTeIjuljZNneG6EX98dUdvIRRobd+w5Jgpp5i7ZpTnYpW+qRrhPheJopLHbhB7q5lqO/eeVZ1SOUZQhNPCqcLgqHK6rYFWuSIKtmoItW4TBEh6H53TcQZgnYZos7J7DdfVjjvbv9H8UH28VbeirisLkhDJMCXhTVLhaOixLQumD9ZlS6NrAA93nXZPs817C+eBYsQ8W8OBaoFrwh3Nc+mCNDp9ThMJ5FD6er2jX98QoHKOoCK71eZYM8KGXPzkZwqJGsKeH/ZaOUPlooY+vm3aNzUuscnsKx+MFhefwPE38tyGMGQvW8tJx/fooKppkT185Cv8WjTmC4kJUYuxzwZGsWctPzemiPC6OKrT/z//5P/jRH/1RfMmXfAn+3b/7d/jO7/xOfNd3fRf+5b/8lwCAz372swCAj370o53bffSjH62v++xnP4v5fI533nln4zYf+chH1u7/Ix/5SGeb/v288847mM/nG7dJf6dt+vzQD/1Q3Rf+4sULfOITn9hyVhTl7iAOc3oVpU+oZPutluiHwHXpd+4fvSr8aK91wnnGzYYU8tQjnVhWtHfv7BRWvUp5ssieGoLwRZm29FyX5XaBGNK1T+cxplFDuzzLwsHC7KWpYLdHfYW/UV8nEmzcSdQGMcUxoXv9XBSOtvaIJ2jCa4Y59NwXFWFVBLdG4YLAKhyh8B4uCTo01XHi7edFoqh21BKInjs97Gm7NFe7I2Q57iMK/9ITSkdwPgpgDj3RPp5zonbvdnv/2PqZUfexR3GdRn6xxP1PHFfPkhY3gvBnjn9zPH7vURFh5cJ/RVxE8LR+XgaPE3GeOjciPAlw5+M5iMefBHc6njK2uDjitYWfsfvyHF4bRXxNlhMnWBSe8HrpBs+7IASjJVKP+RD9Xu1jfuYqyjaO2qPNzPjqr/5q/OAP/iAA4Cu/8ivxq7/6q/jRH/1R/Lk/9+fq7fr2FBGZZCFqbzO0/SG2SW/4seP5vu/7PnzP93xP/febN29UbCsngwagKUOkvuMpX5weAikY7cl82j9518X2UDhP0S6+4T5DunigiF9Wj4GIYDUQFubpUIOQDo8gjOq6nMugtbSseOMYr0QYl3UajzFUVHc/4y4KoFSxBrAWHEc+zN5uhFWYK50ZE/q7TTPveYjCES6RDfZ1J0QAHhDknERjFLb180KIllwDGRDRdT/0xM+ZlAg+pJ+k9biTZdxES3i6lKWp+qd9jd2zSCs3XIJ93SJ934v7btmx6+NDK0pty8NiEdhW3/UU0vNretb1cA7DIoEzBMc5fJytnplo+c6G07vHSO4IiqshaaQXmfCavMhSnoKJlWJBbkM/9qRxYcxYVUBlGAYGi/n22t5N5THLzOC87BSMlmZrrxzh2WL9M73y3PlurxVt5T45akX7d/2u34Uv+7Iv61z2+3//78enPvUpAMDHPvYxAOvV4nfffbeuJH/sYx9DVVV4+fLlxm0+97nPrd3/5z//+c42/ft5+fIlnHMbt3n33XcBrFfdE4vFAs+fP+/8pyingAagKUOIhGTsU6x0HpOpLRSFo609wcRhDNqYfuA4tzrJpvLIPdnFSCK3P3Ezi0BQVOvVRCKG21LtBoKQmbLdXZBswLu+q0JgWpB8TTUbdUAXcQh0qmJqdjsxGwBcrP5y7H/exKYq4FrwGUmsmIcqakUxibuX1l06gqN1436o0vJWkd2vSvcPr6kaN6KQJdidk0Xex9v7aGkPKd+72b8lVqMpugU8J5t7eNwhhbyVDj5h59L6310RWe+5T5AApfNYRRt54Rkrz1iVwVng/TS79tDxJut55RlXpcdN6VG5Zn+eQzvOptdSHxLB61WFm5Wf1DLyeuUHE8SBUK1Ox1L5YWu7AJ3P22TVV5T74KhC++u//uvxa7/2a53Lfv3Xfx1f9EVfBAD44i/+YnzsYx/Dv//3/76+vqoq/Kf/9J/wdV/3dQCAr/qqr8JsNuts8zu/8zv4lV/5lXqbr/3ar8Xr16/xC7/wC/U2/+N//A+8fv26s82v/Mqv4Hd+53fqbX72Z38Wi8UCX/VVX1Vv85//83/ujPz62Z/9WXz84x/H7/29v/cQp0RR7oyr4sS/ZSv3wqbxUw8ZEXRs3EN4Cr2lm2AWXBXjbgCWILK59WWwOKrIpkGxySIn1bc8Rj36q2WZntKXDQBVdRqvY0+Mas/3VOVDJZi41ZtNrV5rGrfYJ7GbBOg2ccUSFn3WbdihDcIRo3Khp3nlPEoiuN6IK4qjsCpPtT3c+9AjnezJ3hM8UT32a/jY04iwYXEtcV9J3NaPV5qRWc0oryC4mXlngb3p2BwFx0Qa00UbRlqNQT2RvA/NKLVWOjoQnoO6N53rXu+VDyPZqj0Fd0IQx4K5kENROKrPAUXBXcR+9yn7WvmwiLkq1l+D3W0F799UcAOfmyxSf56KhJTxIYreRAetaiv3xVFTx3/xF38RX/d1X4cf+IEfwJ/6U38Kv/ALv4Dv+I7vwD/7Z/8Mf+bP/BkAwA//8A/jh37oh/Av/sW/wJd8yZfgB3/wB/Ef/+N/7Iz3+kt/6S/hp3/6p/HjP/7j+MAHPoC/9tf+Gt57773OeK8/+kf/KD7zmc/gx37sxwCE8V5f9EVf1Bnv9RVf8RX46Ec/in/wD/4B3n//fXzyk5/En/gTf6Ie7/X69Wt86Zd+Kf7QH/pD+Ft/62/hN37jN/DJT34S3//93z95vNcpJd0pj5fCEV6v3H0fhnJivCnc5H65h8oHns4HbY9TEsZFgsgeW6iQKLLTPhx1g9AOTaosDeHc9pFYp0QGi4uFienh27+WeOKTcOz4aBffh5AI7+FYgoiJo66cbyrLSUgPkbZPpFFNY/bhZKXOACxmFjAGRKG/29Hm8y5xFWBsPSHsV8BYv+8YoN2M5GqNzUr23nqhBV1hKtGj3baBJ0u69H6v729i2nb38Q2nj4cRVu32wmjrjvufOurMmt0s5JtII8KSvXyeZ722gdBGEMZ1hZTyWWbWRnDtwywm3ec22MrTZ6k1YfTbUBJ4m8XMIrcWBkBuLeaz8XM4MxYffrFA1rveAHjrclYno7/zZDa4jw8+ndfP3cUsw4s9p08o58cpabGjCm0A+Omf/ml83/d9H37jN34DX/zFX4zv+Z7vwXd8x3fU14sIfuAHfgA/9mM/hpcvX+JrvuZr8E/+yT/Bl3/5l9fbFEWBv/7X/zr+9b/+11itVvjDf/gP45/+03/a6YV+//338V3f9V34yZ/8SQDAt37rt+If/+N/3JnZ/alPfQp/+S//ZfyH//AfcHl5iW/7tm/DP/yH/7CTMv7Lv/zL+Ct/5a/gF37hF/DOO+/gO7/zO/H93//9kz+wT+nJVR4v712XD24msnI7bkp/VNF3LlzOMjy7WO/rCxWbceE2RWTflE112VNIfD4W7RFeQywLxm6RXPcPi0zqMRUJlvP77s0OM6/3P4ayItyUHmW0fwPRFk3NHG3i4Uc5JsDzLAiZRFdANq4BA4PcABVt7nEXQTO7e8M2ycGRRGD3+nDd0FsnzaoWQS3GU+91X0C37yc9nqFqeGKb4BaRevTXJoYeU73/NBsbm0W3AQ4+YiodVxDSdlDIGwQxbG0Q5YssjNbbZRFi7X6B0BtuQw97msFtk7DfILgtDC7mzf1bGMxn49tf5hk+8Gy+9rmwyG2dufF0keNitj6D+9kiw2XcxhqDD7+1WNtGeZickhY7utB+bJzSk6s8TkpPeLXUarbSsKo8rk9olvJ9Ykyoare/uBWOtrZaXBVuo/3wpvR1um1K+z/WP66OQhLwGMxydosqFKu6ubWh2rqByk3r4T4mKV18n+dYJIQ6hVFv1BmX5Vu/j4lpEazZdaUlQHM7PKecJY6biuo0A2BGwtGmCOx0v20BHaq3SSx3BXanUp1EcmsBAJIq2s2GNpbDuRVu1ojwoM63Ssae4G7P4+4c+PrN6mOwvWpwx/rcqnJbG+9nYN8WFu3dmPi/t610WxOEZ55lo/tKs7ozG8VtbuJc7v3vfNZ7nVmE1561cab2SGhanlks8u75zGJYWj8Y0QB4fjnHW4usG1wM4PnlDDYuNDwfqFb3Z2rrPO3HwylpsaOmjiuKcvfcqKBSWhSOVGS3CL3aTVotxeCyTdyUm0V26o8Eksg9nsj2UZBu3ObMevBFQvAWEASk9cAsHxbbafzTfZLmZO96luveXw7zpr1wPXqpvU37fgbvvzNnGmuW5+C64FoEkcRRVq3TJiIoBZiZ9Upr6sHd/FhiUFn/csR+c9OqVLeuG7Jo14+hV70Pl7eq2vE+u+JwPYDO1P8TfjHRrm7qOx0QW72dNOc+pLubGEqWbtreQ0fqG8BAom27fz8MO3Re0z5Dgb11H6ZZIDDN89x/Z1DctwCYjYjtMGtcQBzENnuB8YLFLQS3YwEL1bdnABULDAtyNiArmOUWs965IGJwr8WBIFhVtGYnFwA3K48MBk8WtnN56RmXs6zOCui/jh2FWeWpWu6Ikdn1yreiHBMV2orygKg8H22EkHJ+TAn3eowUjvBknsEgjsDboJhKTxst5RSFNRDt45UfHE90CIjDl9Ftuz83oV31RnRVxLBxjNDQtvf56JLI3uVTNgV4pUqy91GgxrnPifbc5f4c7XSZJ+6EYg0hSK8BjnOxe9e3qtCpFSKzpg5X23Z+RYJ4b9vR0/G0j7stpIYFdgr4Wq8wJ1HeuocmCEyklraDY1tb+xLh1j6SnTxWwk3XUl9L64ETYBDs9q3ie+v+pK6ahytMbf+3SWTGx0kATEsQpsr42l327sfUx97qea8fu0HhAesYM0OxTz9U1y2Ct90aE6vaAiGA2AbB7QQZCebRUr7LeDAgzg33QcwmoSsIItzHEDefGcwzWwteQfiu0rd7h9sxqOzayT0YK+dhbY7LeXOb0hMu8iC+K8+d65ptGqGt7XTKfaBCW1EeENtSlZXHQ+gpPl5l9ZwRCWKbWTYmsHti3GxYqEjCOu1h5fhoIpsliezNd0B8OnOlp8AjFerSMS7n3UpYqLTe30Ki7CiyOVaS223cLAI/UsFuz85OAixZphs7+YAoG7hfx4KSDHLbtSYHkdzd3pGE+94ispJAHxKHQ0KaEQRxY/eO2yLODB94IG2BPfR3+/J0v0OiuyvSG6g+9vCzfdtNj75VzO5d3l1o6Kh8A4CkEenhjmAp7K39Xt7WxNlfiEDcg2mV77MszP72HAV+73HZ+LsFYPLQW21NEMCVAWazrO7h3nUetyMGpGslT4LbscB5wWwmWERBHhaeuJMnkGAICifICLiI1e0gmAmzzCLPUgtAWJRb5BkqYlxiWGg/ja3ZdGYLkMrDQIW2ojwQ3Imk8CqnQTv9Wlnn1bIK6bcbgpK29VmvXDNL9thuklVFkwS0v0U4131QVSOjqxDE9kWrSuXusZq9i8huLOLrR0utz2hh6YR7pUeX5k/3Z//KlmozxZ7uRrQFYZwPCND23yyAmNDT2r0u7CMI/eEqezOWbf3yugfbBLkdFglkcKUgbNq9TjAsxoduWx9LukF8zNwT3P391RVjkTrcLF7SFdZRadfCunXj/mVrdnmkKjpgke7HDCv3oYMbv6BzEYuJ4jn0SFtrYdEsoHT6/V24sTUcAtMA5LlHnlnM8wzzPPRRD1vgh3EsoGgl7wt1LwJfEZxhLOYWi8zCOUE277cCNBAzVmUIT4MN2QwrS3hiszqJvHCMeWbjGLx1+3gY08aYZfbeW06Ux4kKbUV5ICy1D1eJFG6z3fmxkxLCL2YYTKsFgJtq80JF5ZuFLWLZGE52W0pPoyOe+vTF2SnjefNIKZIw6mqW23vvza68YMozTMRwI4KYmDv76Fe6SaJYpnVBP1SJbq4LNt2hp55ZIK1wMq5v07JsIwhlYoY1FoB05lG3K+r9++1XsdNlzFH4GsTeaLMm8uvbYFoVexPtCja3Dkq2F+pb99nqk+57R0zap9korHngsnpbABz1tRVBv5g7RVdvgkXgjQS7OAHWcBTdoQ0jjRhLSwjGpAWS8NqunMB6xswRchv6vfPMYh4r3cba0QT25hjCTPZ8ZJyYF4EvCZVlPJlnsGSwyDfsD8HJs8gtTA7kFMT309ivzRJcSfPcoPRUJ5G3cT4I7XP6bFQeDiq0FeUB4GnzqB/l8TAl3OuxU8RK9MrFL3C9L46lp43zxtup3hIt3cdil3nRQUidx5fJdgDaJlK/9hTL9LHwxFsXOpIVduy7vIisWVcp2qeJpb4PFgxWzWVgx0Fgj4emAeGceRbktp3+3RXlqXJdeSCz1EnY7m+bLlsX2Mla3qtKSxonNly5bM/UTse7j8iuH1v9P/3Ht5vgDjdobm/i82JM93hZmm027bP9h8R92VgltxOK2/uQHAjsAQ+CiXOvm5nepk6JR7SVk6R2DqAkH2Zme8I8y2KafZihPctCpXsoxVsQe/+FB9PvgVD9flN4eBLMns3iAs8wAqDwDEeABSG7MCh9s0haOMI8tyg9oxUyXlMR40ncz1DVW1GOiQptRXkALI9YTVPOhzTrecfvqY+KFCgGBMGcevza199sWKho+rLDSS7cdhG2LyyC1Q7OhHNyRu4SalY6AsvtxyDtA4ug2tDbmarJ29o0WLoJ3USEirg3FxqQgSdxKN173SY+DsXqcqpqN2KyGZlVbxvL0dbauj987VgGhDT3Hn+wTMua6O1c37exT7SKN48rbJyqyNvYJLj7Yrj+GbdlDreTCQs+UyvTqS2eY8JZJ+xsXwTgVNVGchXE3zk8T7W13LQcAKbV6w6AbQhPYxGwcEzvzpCzQWY4zNK2FllusMjCWK6+XTw4O3h0RrYAuHEEfwV84NkMs4EKeBsSxlUhdYtDmBlvQBI+x+ewtU28jSepX/8qtJW7RoW2opw5ItvH/SiPg5vSbwz3UoBl5TrfeyvfCO1gKd+8UFE4rkVVe6zXMSjc9vCzNueSNj4WgDaGoyAq+7N3j822qvsmm/j6tlEURrFT+K7IZoxXs9unapNNfNPjcAxktrFwj91cJI6L6j2utkBP4jwklK+L6WERHW5sjLmVVbwzT7ve8W60Bfdatbn/d/qnNdqs1yRaL2iue0cj99/7o50ojtbP/v3EVve13a5tKoDYnk2gZRlnEQiFgDZrQgq6rbvIm+fWIFS2MxNENTPBx4C9LLPIhGEYqBCs4rPM1Onjyb3gOZzEbMMIscoTXt0Ins4zXM7zzdZ0CN6/qfCBp3NYY/BkEfq1K0eYZxaVXxfaqcI+z43ax5U7R4W2opw5FbFWMBWUnnaqfj5GKk+oemFhVRQ81hgsq80LFe0WDb6Dvuxdw+zO5UvkWADaGJ5CRbc9E/cuqPx6JRmIqd40PWGeOAhybiXC9wOz1i5MF7HUQnSbTXyIFMwWEtARBc+m7aOAtlL32Hb6rlMVfKjajc2COVRPuRMzNlVk16nrstmmPYVaUCa1brpXxolgjZhPl6M7w3pvoT9wWXotmbaYN50fa6TncU14m1iBb91jCGBrVa0FsccZMBKEts3QWLhbgt5LqCaTGGRi4Cn0Sltr615s8oKKAAvGLM7mnlkDaw08DCS+d8fGsXkS3FSMiio8WeSYZ+PzrhnAVeHh47l6dpGHILboUHo6cBtPjHmeAtF0lrZyd6jQVpQzp9jxS6vy8GAOo7yUcUSavuo+lWdYg60BcqlFY9O+DoFn2XmCwLn0Z28LQFvbvhUM5khgrew863cfxvqyiRjVDgsaxIJV6deC1DoF/VpEru+XBXUC+a4CUzjY3ttClkXqxOa17aUR1cSAAddirK4kp2r4HiK7uX64sj1E3WfcUb37Ib1f6r85PPZ6FFl/+9bvhGnW7rSvwfsfuNy0fk/b2fZxDvRxbzx1vQUEEXTC15LDIIXVGWNgfPOc5xYwphHGIkEMJ+u1ALDCIAYyG0R3Xfn24fMrMxbzDJjlFmwtREKw4ZDY9izIrMCRwVXhcZELLubZ6Gu1IkZOhKtVOJ7LeRjxlUaH9e3hqU/7XBYjlYeDCm1FOWNEBKWGoD16riuvroYtFK1RXEPXbTt/Zev2pT9uX3axh4g/ly+Qzu12nG07vCAsiowlxR+KlGTcZkovdjv5WkTgPcORoL8WKgjW+WTODpXuAWFGQSjvXsVOInt9sSb06K4nR6de6/ZjqQiwplFso1XsDb3Y9TYDVvJNIjsJbEFTYd4HGfijU6WOf3Brk16Be/ChDc/UHr7dFGHev990THXPdjrFU6aCtR5n24bOHIPP0nF1rOhh6yTAiQFrKIpu22wPUzskshiGRizIMwEZA8vx8swCYKw8UJJglgWRTSJYzLK1xTJBeG1mmQFzWNT0zHgyz9es4Gl7TwKTC17dVJhlF3CGcTnL4IiR2e5nROrT1pGXyl2jQltRzpjSn0MNSzkmleeNCdlKNwBtiOvS14E+Q4RQMqr3dcx59YXjvSrTdAbrbZ53e2z9ALFw2XEt5Kkvu32ULILKUwgVq63Treou2nbkYBH3Ue14v+408IwotGOlkBkc7fF1ZVOAigjUshJvm2ecAs6I12dwtwnCyHRu1xbZIQBLaqVmrdnLKj62DUMAHkkh7/WC78smgZ0CzYYq18C0qnW6fV+UbzqWfXwYa7fdQXD3dyKIjy1Z0qX7ejO2CVEDmjFpIuGMWGMA0zgiJBOkW7AAmQ05AGwMHIfqcnqfll5QeYHLGI4Yl7Mcs17mgmdB7RiX0LoB8VjMMywGbOdp9J+H4L3rEh96voCnYTEtiI4Yo9+YlLtFhbainDHHHCuknAebErKVQD8ArQ2xoIwi+tIOV0pXVWN2PmbwoCPee1b0OVS0d61mjz0mR8Fmuk147kMIu+MoPgFPFOzXE24bBG4jq0O42cCX/tbjSqKyXVElErjWqLCmAht+a1cp40Tkpo9aJM6wHj/O1IcdBHQjstPvHas5JPrcu+eaW8czRn90V3gsLcEuzXPYFtgTdj3+2Ab+GBLY/d2vzS2PP9fs2mgE9li1+1D07eQdWTpFcA+VyWXg+OM+hAGJfdztinOatR1u3NxhqnrnWahgC4dtg+08XE9MsLEqnmehul2RoKwYTy4yXOQZbAxPY4Q8g/b87YoEXHlwnmEx61rJGY3Yrpjx6sbhIrOYz4YX4VKftqLcJSq0FeVM4RFroPJ4WFVerXBb8MRrAWhtVs6HaocPtsPB28f3WRDCxznfIrK3M+Ec+rNpx2o2gLW50wlBGB00z24vtNNoKhYJIiC6FUKIGGOKeYFFwMTrfdijx9+6XBq51k4U3yiU6/9pVZ/TfidWgolDQFZ7DjT1ysgCCeLJCPJUxcT2KjYwQWSn7XoCG5h2/H1GBbasL2S0N9t2V9uq1LvQvo0ZuGxs+7RtqrSboY3QvaK9/7V3SVcvd0S7SExjF6mFfbMYkvYodWgax8qzIUaeG+TG1I6JzMZRYQjuDM9AZjPkFqhY4JaCcia4mNvaUeQpVMbbhO44ArNgPsswb22QhDYQFkHfW5a4mOUb+7TTIpOi3AUqtBXlTCm0N/tRwyy4UUfDVlZuvOJfEde9uCShbzbvzXJtB6Ads5pd0X6WcaARS6fM7tVsXqsytvEkyPcIRmsLa2rpytRTHe5bQLT5/tNt2jbx7v0MV7P7VerQT51GnvUCxzbed7Nd+j3sV9YEmhmoeQpij6sxUex2hXG38gwwGMbYaVbxAZE91GfeX4e4dRW7dW5re39vm/7P+2Lo/qeKetP6r33dwESv5ga922+6I4lCvK50SyutvA7HY1jTzM4WETgvkFidJgFyk+zkMQkdBkyhBSO3Fpm1WDkPEguXWeS5wUWW1UnmbTwBAgZceC0lK3l7GgFDUJSMV8sKl3OL55fz7j44vUcU5e5Qoa0oZ4raxh83GoC2nU3VbJH1vu3KM/J58wWvH4B2LEFL3FRS94FPXGkTy05J4+E227eZEozWGW+1odqbRogRh9Fd/X10rNISA9NY1oRn+tNTGmUViX7vWuhzs8BTUaic1+OaNlWze0K8LbL7t623iX2pjcAyUfiGWcpronhQKANGeKNdf6za3RfZnHYfLzbmllXsAYFd/93b9rTfKdMYq8QPvWWM9EaGod3z38zwXhslJq0wtk56eSO66/dEEtwS+6zjBhUElkMSeWaBzIRKMsOEhPAYqJZcB54NyAYXxZMLs1aRJgLKmIzHLLWVvPKCPH4MlMxYOcKrpcMi2s2bY4+j62Swzq8oR0GFtqKcIf6IFlbl9NEAtGmsNrg+ijg/u03lBU9iEeQuA9BKv6sM7bJnW/ed4fYYVTal55wFgy4EIIp7YUwx/gTRzGBmFJ6jlVbqimj/SIhka+o8C3dvG5WljyKbYrhY4ahJOJfmePoywJjQh90+LWsie+xV1BOeLCHjXCSkUNdVybSHEeFtzXB1vN73FpHdF9j15dwVc9toV6rTnbcva9vEH/u/ku1zsPaaSgK8JcT7wtrYVgU9VbjTvuOCT3r1WGMBQf3esDZUv4UZxAbWAhmHwLSQVg4QwnuBRTDPLVgMvHgAgsU8w6wXgsYcxPY8tygqwjy3mGUWRByTzsOM7bcuclyXHjDAIm/EtudpeQuKcihUaCvKGaK92Y8bDUDbDnFIjx68TpoAtDZp7FJu7R0HoN3uq98pC+1QSd61mj39y7DzgmwWLNCpcp0s2GOkCrWk3uyKUBIPWsC7t4tjgrYcHfEGG3DLnuuJO+PLgFhxQ/f2QUSGJ9n0Lq9/7/09eN9R1KSCdSOO41xr6W/ftYGzhAFQa6PB6v2s31/9uEZEdvt81BX99R2tb9/6u1+tPuG3w73SPq/tMDTT+1k7DQCAWiI7Pj/WdkV3SqRn09jJ00JZCtyDiSF9JrQMZAzkWVi8IQZYCMyM+SyHCOPaCbwAs1xwmdtaRAPhtVR6xiK3qOLklcwYXEY97YVxXXo8v5jhpvCwF6bu405tI4pyV6jQVpQzxG0Id1IeNhqANo1Nvdmryo8KISKBhZx8AFpnPydco6l27M0Gdls4IBEsHSNrBXv16QtrbokzilXsbZ6CkKA87cBk5EBSmJQI166kdUHd+7tvTQe6wrbuo91yTAMiO/1OAEyvD3e0Qg1B1pL7m0S2yLjAXnu8246/J7CTtbl9cxXY0+mf7n6/99q2EnvADcAUE9BtI8AtkuCWOKzbAHHByaaY/PqFauDjAlxmDPIMyKxBJQJ2FMLOjIUxFN4n3mIxDyFoyU4uLbHtPENEsJg1IxpvSg9HDGszXJUOz80MeWbriQKKcleo0FaUM6Q8h6G5ysERESwr/Tq5Dd5QzfYkjVV3AMcCktMPQEuccuJ4qGbvYRuf8E04BZalJOZF3lhMNwnrzvExoyhpq8j2NL0KJjIcglbfpwhKP9Yv3lwwJLLTFp3Lo+AUkbU+WwNT28G5LbIHKuFJLKG17ZCdO1wlG8X4mMhui+Sh0ykD9zkksKX1twrs29OvdA9dDsSe7XghxzjxVO1mNL3exIIMEkrfDIgxyJJKj2I7OSiS4LbGYJ6bKISbmfJ5ZsFE8KXAZxaLma3t5G2x7Qm4LjzeusxhjIEjxtIRFrMMIsFO/vxytrO7RlFuiwptRTkzPOmK7GOldOt9xco6xYae52JDpRsI/cTpy35FpxuAljjlV0PfFj2FbbZxYoHvJYILQu+lNUFUT7GehzA8xri3Idm7t1vF22x6fxIzKse1OO2/thob9bD1fVTY9tRoI0JbizAjIrtzXS+MraXdOwKYIbBxdvfQMTIn8d+/o+2V9+7jGhbY6TIV2Idj6Gnpr7Okc5/6uvu3bfd7iwkW7oUFrM1A3IhtAWBbLQgiwZlSuNC7PY9V6XrhBwacMYRDdsNsJrjIM2TRll4RY5FZlI6QZxaXcws2Bjelx9uXszpZ/6pwmNm5/huq3CkqtBXlzND+7MfL8ojV1YfCpio0cUiK3kThCLM8WBQPIYTHSL2Ft2XHgvGdMjYHexND7ux6jBbLmrhKKd6VE8xyu9Y/PIRIWOTwG07eLlbxzr5HbsLMqNYWgLoVbB6pYqctx4Tt8PatMLeWAG/PVx7rlx7cf/wlhkSDeT2BnBH6cMdO2xR9k6ratchOFdTWsZzwS/7s2Vlwt2+ULmw1gBcMGEuYG0DyMEM7jQhri22gWdgiFsxCIABMtJYzCdgGhwZBwCS4nFvkWRYC0hDEtmfGqgIu5xYVMSoSLPJwH8SCl8sK/w8/Odj5UpRtqNBWlDND+7MfJ0Vr1JQyTuFo9Av9astCBUvozTYWIDZHrWa7AyWYnepoL+L9LO3talMS2G6tlzkmd/eEN7MgyzYL7TDvl+E2xJETT0s9X9/3sG2cmNfGw0nPPl33tw7tFxsE+FoPd5McnkR2vyqc9jkYrGaGBx+198ES+m6z+qIg6onHxfTUImJbYLeF9UBxXDkyQ6+VTdbydGFyQqTEcmGgNIB1hFlmMLcWNrODYhtArFILqCDgQrCQPIahCYQFmQCSAVwKFrPQNsJsUBnGzAvsTLAqGbklFI4wz0x9H54F799UeLrIJy3KKcptUaGtKGeG9mc/TnRu+jSKsaTxgfnIfVysMnsaFz2HYNtx7MIeReM7YR/beN1bLUHotsPCxsR15z5ZYO36F/f2/p3n0Ic/so8po7vGGFr0IGKUg89397GNCfuNIntgj2v9172Npf97KwVLRkR2G443ZAHESGjD5WiDP5DITkJNev8p98eY6F5zSbQuF24JbgmvncoLOKN6hnZmDbJY5e5DIripGJgRZgBEwvZMoYVKrI0j/gSXswyAwRIOi9kCDMFV4VF6QkVZXdUGwr8Rb1YeL57MDnyWFGUdFdqKckZof/bjpPSkSeMTcAOzsRObZmoDQcyU0S1SeBqczXwIWLYL/l04Ret4EI67H1ioJDMcrQvsKfNvg6V5uKot0vR2j6WC7xJ6Nnj/vdu2RXa/7zpVtPuzsTv7G9jn+hbptwGR3SsDD+1JWj7gFHQ1JriH9km0eQ721NPZD6xLVWz91Ds92i8BiwF3RPw5JLgBwFNoPZDMgMTAssE8axLD2xAJCoR//+aZRZ5bzDMLYkHJIUySIRASXMwtgAyryuNynoNF8GpZYWYtFvm83ieLoPCEWWXwZK4ySDku+gpTlDNC+7MfJ1rNnsaY24NE4Lf0W4dqdviKWDqGmZl6lMwhOVRvduIUhQjJutW7sTF3FVUSU8yCm8LDxfE7gjBHV1JlvJeo3VZ2aaavMWa0qk3EIIlJ6P1OaQlf6G/zzLCgZ2Mfq2SHR8HRKh7ucaxiPX48bdE7JLK5rYba99Dbrr5eGuGUwqzaG3ZEdro4WcVjT/VYYvimd1FfYAu0B/ucSM+Vaf2XWHNccHf+NkiQZeHzoRBBZizmuVl773oJ24oQSBjEYdRXnsUKuQCSCbgSLATITEgrn2UWngVXpcPlIsNFnnX2e114zOJ2inIsVGgryhmh/dmPj8rzxnFUSiAFXA1Rus0DnEQEZTzHnhgUrbyHFtqHrmYHTue1wRLE6qoMQWOpWrupqhkqzQIf++N9rGBzT6yvf2tf36kBQho2BDMbhvwaE0R8+ujk3ntpn2TxsceRSCO8NmzdSUYfOj/cW5AY2sfQdpsq2WtCeaBknEY4mVapcmg7aS0s2JZYB1qCO51zDM9p7ifHY2Ab5TxoGSMANInh7ev7G3oTMshtFl5kJIzSmWApzw1seiHFlhKwieGHBGbBXCzmuYUjBrMB8rBrH10tzxY5Ks/gOfD+dYWPvbiAjWPB0qG8Xjl88Olc+7WVo6FCW1HOCK1oPz5WW8ZRKYFqpK2CNwjwRNsynLY9RvCco1OdeL0bqZeakiBOfdOSLPjTHicR10FnRIzK89aZ1huPCwBBIF6APEg7iuI96UZHAmsNrEki+7Dp7yxhhvuYcBdBbAOJteyxJPFNixNonoM1AVxf31zQ399Qdbt9pcQZye3b94PThkRy+/q127S2k97fysMhPaf9Snf7ekFczBHACTBDeE+KCatyAgNKgtsamMxATHBuGJjYRkJBdEsIQyMICsdYxAW61ysPYwzmsyD5K4p92Zd50yOB8Bmm/drKMVGhrShnQqgO6VeTx4QjRqUuhkmMVrMniL50jolDZRXYPA95H0LF/fDP5V28OjrCmmNY2MgdT5lhzTGYjhGt3J5R0e1Edmf/iKO5BM3zCcD7UHFnCsfvOfidrQkp2rch2bcrx4MW9NST3Q9aW6syY1h8d2+zLrKTuO6Hko3uauB++3+kUV61+O7tr32bIctwEtvSu05F9sOn/5xvEtyOEMLRMgM2gI1peCShpcOywWIemhoMQlsIMcC1aybDIrNABhReMEeoqF8tDTIDfOjZBTJjcFV4zDKz9uIrPGFeWVzOu9ZyRTkEKrQV5UzQMKzHx9g8aKVLSpMeotwSgsYi9TzlqrXtoYW2O4A9uU/o8T3O50Kyz28T1mu329Dm0LaJt0d3hesOcdQN/c/L0EPd3Fdt4U+iFcFmbvYQ3hwFbuVptM+bWOqE+LHHOklkoxH16e9Ude5bvId2NVrdHrqv1pXcvr+hfWKzPTxdp56sx0V/0QXo2soFsU+fw+s6zwCGgYXEUXPBLl5UjHluINYgt6aete5IIOIhkmEhISyt9MHdNMstXt54vFlWeOfpAiSMlSPcVIQP9I7zqnDIM6P92srBUaGtKGeCzlB+fJRbLM9KYCxgzE1I6U8haSyN6APSF0Bp+gRvwab+8VPCC4fxVix7CV+R8bFZHBdDUrU5hI+1bnvABQNmwDMjz2wtmFNvdkdkd4++SQEHAETBHW3mmxAWVJ5Gx4IJDyeLr1ezN58DRupfHzz8rQJ6J5E9suuxKvbQbfq313/BHjfp+U89++1WfmmtwmQ2vBNCDVtgY2CAo+iYyQTzVrCZZ0A8QQSYA5hlFhUxlqXH5SLH594UyDKD5xdzOGIUzuOm9Hi6aCSQQPu1leOgQltRzgStaD8uyvjFQdnOWNV6PPW5oapD0NZPNnMM6rklnm+XaD3GIfZIIvBR+N729TYmNIkZVeyDJ89rYrwRt7cn9EDHkVosQGZiT7HUPdkT9xQq1RRqcdYC1gyL7nKDyE7CeFiE9n4bqUCHpHapK+eD2/QF9JqIby6bIrDbFcghkd3+uz1PuX929SNM6dN/jaXXGQuQPhyMDZ8LmTXx9R+DDQUovYCFsMhtLYrD25rq90Ke2bhQTXDzDF94U8HAwF7OAQGWFSGzBhezRrATC94UHi8utV9bORwqtBXlTNhkyVQeHqU7/QroKUAsg6nsIttHelGyRWNYgB1qbWtIxN8nLGEuNTFjj3HX4/vt7StZxR1zxyY+dDyHov05ySLIYMCcRPa+dXMBc7Keh4Ama0IPs/c8miTPtL6A0BHELeHbtow34jr9LXXA2PqRTRTZ6xevXT+0fVtwj912rMp9Wq965ZQYEtv1Qg1Fe7kJi2WZAawFTBTbQLKMM7LMYGZN3bcNxERyCCwyZBnjdeExm2X4wnUJA6CiSwDAdemRW4O8ZRcvXBDwbQGuKLdBhbainAljFRPl4XEuVuNTwI3Mzk5p1ptvG23jrRC0NocQgBwrxsdgl8MTCY8xWcOPAbf2m6zijjj0em88uMPcf38WdrD/x8C1g/XIh/NHAEQ4zvFdn9st2x5zrAMnkV0L1n5YGiY4DcY82+2LR8T32K42ie8p6L9WylT6r5UktmGDwPYiyEVgMyBkKYT3GotAKHzuzKxBltkgti2jdHHcnzdwlnBVOMgix/urCp97U+DDby0AGLxeObzzdN5pEXpTOMwzC3vg8Y7K40S7/hXlTDjWl3Xl9Jg6HknB6IzxaksIWvu2Y3biQ+jR/auoh0EkzKdeOULl+Ggiu23/JmKUjlA6gtsqOHEQVcY8vBjJFObQH/odFRLGo+2eEavmEq9rgs/S362/Oj/DeYu3HRLZvfvsXo96rFh7z/3j7Fe8p4js9na85XZrxzRhO0VpI+i+zhjhPZ2+9niE70ApRwGIIWqxnaLiOFZPpE4kLxzDeUJFDOcZ14VHWRI+f1XgC9dlTCwHrovuCE0R4LrSsZrKYdCKtqKcAcn6qDwONG18OkO2XZZhO3kbT1xXrMe2PURF+6gLZBsOL4S7cbCt38FnB8UkcUeCimgt7GwTtz08kTjOa4DC8Wbv8544ojCzu56fjdq3LQMV7j4SK+1jr7FaZLfs5UP7aLZf36htN9/lHE8okCvKUVhrV4jvL2MAsgCEkUnITDDG1O81EcBDwB6Yx8o3DGPlDWa5QUUMGIOr0uNJ6fDedYk8M3jnyQKlZxSOOnbxVUW4nGWaQq7cGhXainIGaBDa44FHeo6VdfxIqvhYz2x3m3DDYAMeF9pTRNMYqRf6aAwcVlhk4HC/d/gy8hTaHRzxaC/2GLet+dOIa8BTqDhba289J7t7fzz4vIo0VXULCX2nvdcOc7Sy87jIBoaF89j1/W3T37tUl/tVbEW5TwTBPZ5cG5kN7x1rBGTCZWkqgAjq3m0WQUmCmRhk1sJ4wspZLHKGgcHcGLy8cXi1rDDLLTJj8PxyPtivfVV4fODp/D4evvKA0KUaRTkDdLTX42Hb3GelYaxaPDZTOyGtive2FOrbvPXucsGERFB6wqqiO6tiJ8Kc28Yqviu3OdR+X3Z9eRzxlXqgDwUzh+pYpK4YS9cBwQJQ67I0N5zrfuzxY2KsP39r9u/ubLTurzuK7F2s4Ypyl3D8jzi+x7hpt2Dh5j3VadUIGR3OMzwHt0tRBRt5KQxHwP99VaB0hC9cl6F/W4A3he98VjhirCr991i5HSq0FeUM0CC0x0OhaeOTGRKytCHdur1NEjrbqt+3EWnTR0nth0EUuZ5QJIF9xxALbkrCytHoDO1NpCCwfWAZ/mxMVvLG1n2Y1pswg1s64lrQiOyhuyAOlX5PLZG94XhkSGSvbzR4XerHniKa+xVs/RdGOVWS2A6iOfZmx7F5JAzmtFTUIBJC1ErPqFzo0y69gLzAEWHlPP7f95bwLPjCVYmV8yAWXJfd3uyr0nVCHhVlV1RoK8oZcMiKjHK6EB/ZavzAGBLJU2zjySHiibf2Ee/7bLRHhx0DiV8iVxXd2+i/ILI9Vs7vPQf7Nn3wNPJc+zgTvJ9Afls88dpzOiayQ/WtmaEtSCJBRvvJpySMJ2Gffk+6vH0/m3bRv14r2co50BHbFF0YccHKi4y2EbEIli4I64oYlSc4YpSO8fLa4d03JTwzPveqQOk9CsedjBQNRlNuiwptRTkD9IvQ42CKSFQCY1+splSRkzt/SkvGvjrwmM+lJ8aq5KNXzDcfA+Fq5cMYtdscxp7nd6wvO43xWrv2loseRAy3JpBlrSKfUpHHKtzMqR2hJ9g3iOy2sO4HmLdTxXcR2O3LFeUcEIS+bc+A96E1Q6KFI4htGnwPCYDSMZalR0WCwoUci4JCAvn7NxW8CD77uoTzhOvSd9qSVhXpv83K3qjQVpQz4FZfZJWzodJ/zCcz1J8tE8LHwuilcNtjWq2P4UxgFqwqQuH44OOqdsER4aqgOkTuNo6bfW7aDh1r0x7xJb3zf5vKebKM9/GETiU/Cezxp17qKlwQvkmo72CfT6K6ZRPftvnYNiqylXOEEEQ2cU9s82ax7YnxpnCoiEJwo2csHeELVxVerxwcMT77poQjxk3RbYS5KrSqreyHpo4ryhlwv5N4lbviPnpsz5Xh/uzt4iH0Z0fBPeF9tc8zsmls0z6ICCova1WVfdPQb0PpCcuSugLzjo9hyCov0iy+sGDNyp6qwfucMs/rCxvteb7p962id0QASFTDQ8cm/e2Q7OrD2439PXi/W7ZRlFOFEAoQBoBYIIPAGhPm1xMhz7Lm/ZRe6CY4jV4vK8xzwFiDoiJcG48vXJXIjQUugHevSvyu5walt1jkYeSXo/URYIoyBRXainIGaIv2w4dYNF1+B4asfFNmVtf92ZPP9e7PySGfR0+Myg0nawOAgbmzhbiVC6nmXav09HnZh4AYwynjbfE9Opt695HazLz2Wkv916kPfMrncz+VPGC6lvFNCwHSCPJNL6/jvaoV5bRgAI6BXABYgI0gs/GPvthG894nFrx/7fGBpwYZDOY54aowyLMCWXYBAHi5LJFZg/lTWy9oLisV2sruqHVcUc6AQ1bHlNNEe8CmQzwsbnbpz56aJLvPW+8QtnERwarirTbxu6ppr6p1kQ3cXrDtukjAA4sp/RFfo8/ZHk/mkHOiSTyenmZeV7+7l66P7ZLuYbaTzYcq2e19Tn10+kmjPBQYgI/vC5EUOMhgQcdGzoLOKhYJ4+WNw3XpUHlG4TyuS4/3rit4ErxaOlyXHsvWeC9HjGrL6EhF6aMVbUU5A1RmP3y0P3s6Q6nNx+rP3ue9d9sUcE9h7msSj8mWnKzP6euiMakiKvXfx2DlCEs3PLzrLiciDAWgDY34GhPvLAK7w9IEDaWMxzR5P6FNoTme9rZtu/nwtukXYxqRzSNe710t4PpvifLQqOdsG8BaAASYjAFYeCJYYwHImlvEC+PVssLFzMKYOVYlITMOc2vwgecLfP6qxGJmsZhZ5DbUJW9Kj3k+v+NHqJwzKrQV5QzQgvbDR/uzpzPk8NilP5sn9mcD2FmZsIzbvFMQVqrI18FZSUgjLLi4HaombUEOBBFu4i/GGBgTrGvGANaYncV4UY2L7PCgdtrd3gwFoImsuxjSmKvBfWB6n/ZQAJqIwNEeVvkN58iYccGdqnQSxwTf1k2gfdnKQ4WA+KYBYOK/Bzb84YiRWdMsVLbe/44Fn39TwppgCZ/nFu8vK+RzC3sBfO5NiYs8w9tPgriuKLSSzDI1BCvTUKGtKGeAhqE9bLQ/ezeGztX66KXx2+1yrnd97xFLXfWUOMqJRbb2Mqe52Lu+Dqzp2olrMZVUZfdeghCPohtJhFsTxXhXgRYV4WaTyMbmfuEpTL35kEtg0P6/ZVVSMM1u3w9AExZUnYr69NaDIYG86da1FZwbsT26zYT9jP2tKA8JBpo3l4kXmPCZ5yl8Lpts/d1fkuD9mwKCOXJrYLMcX3hdYWFDf/a7bwpczrM6GG1ZEl48UaGtTEOFtqKcAVrRfthof/ZuDFa0j9CfDUx77zEH2zqx4KZ0qHZ0J3hhVG54Lvg2TLRKTqWxIrfujMKXUWuDALfWwFWMGz9hx3fw4TQUgDY24mvr4UwoafcD0IRDJXufR1pb6w3qQLNNdvt6kQRde3nSDtLfdsPfU69TlIdAKmgDCJ+JMbfMkyDLwqztmZi1dCqBoPCMVysHayxmuYWdEz77psD/88GneLms8ORNjt/9ziWMMSg84SllyLWqrUxAhbaiKMo9o/3Zu9E/XVP6s4FGrN3Wpt8W1sTcqVS7HUu8u1rF+xyqLVsQ59JC4EqPG0ewiJXvkYo3cLtgrSkjsQBARgLQBrfdsscpfdrJMp7SxXnPZPV+NTv8HS5JorktnjsiG12RDdSu2M5lk87f7oeuKGeJtP7j0KYNYwDvCWVmYADk2XpyOIugdIxXqwrzDMhxAWMY774u8NG3L/DZNwXeuszx4jJYyG8qwotLFdrKdlRoK8oZ0K9kKA+LXSqsjx2RdZv9pr7c9u2ShXtyfzYaIeuJ4WhdWHePY7cU6sLzrZ/7IH4P9/pxnnAT08UJsWocjzFLfd7WwBozWSjfhlDNHrpswEo+5XWw5XqOAWjhddYKItuDduW6Fsgj+1oT2TwsprXPWlE2kz4vbMw3oCwUsb1nVAByazDLu6O/EF0+lWO8f1NhbjNk2QxvCoeLZYbsqcGn3lviyz6eI7MWpSPQIkdm72rug3KuqNBWlHNAlfaD5hDjoB4LQz3MQxbiPulmu5xqjn25zG5SRXNqf3WontCt+5uBw87o9J6wHBjhlSBphHdmUpCXHC3tHFivZocwuZFnY+Iqxyb3uKt77NO2+1rGh6zdA1Z3rIvs9mZjYhuY1muunyzKYyW2aNdtJoywSFv64A2Z5bb+HEgfHY4ZhQfevSlhMwNrc7x3XdXzsz9/VeJjLy4hAJaVx1sXs/t4aMoZob4HRTkD7BG/yCr3C4/MhFaGGRLVU6rCaZttYlg4VDWWRZihWm2oYO9zHCSC4kAiGwgV7UP8Q07MWLnpj5UEKD2jIob3BGLeedTX1uqyrFezN53jyW6C0fsTeOKWyB63xm+7r76olpHj7s/RTuni/f+G70NRlCG4/VOCjdyRwMWWn7LXstN+v1Y+iPGXNyWWFcER4QvXJTwLPv1yVU86WDm60/GGynmiFW1FOQNUZj9ctJq9G0NCy0+qaKe+24Gqogg8xdFNvet3ee9tE6leGKXbYQDzZG5neWERrBxNOo9DUNgJDKQeITbFUrm1n3ptvNZm98Lk2vNISbtyhPZdDoXuTd19R0APCHZpHe1ayBn3gp06t1v/e+xM6yeL8phJ75/Ukc0SWn8qAuYGKBE+Bma57TlGBM4ziszgvasKubHIDOHldQn71gL/9+UKX/Shp5C42Jiq3YoyhFa0FeUMOKY1U7lftD97NwaF1pRKMqdNm22ZJYywKgml52FhtcNbb6xqCQRL4nFEdkgL3xeJNvb+zOi99oXw/HhmOE8g2lzl3hRKFqrZ3duOBaABw1btqYSZ2dxJi79d/3l/gUDQbQeVtUq2IIWvjYvsafc2fpmiPEZS1kKatuBJ4LyAmVH4ZsJA+z0ZPq8JJRHevSqxcoQ3hceyJLx7VaBwHgBQbBl/qCgqtBXlDNC8jYeLnzD/WWkY0m27VLSZwyiwVRn6kbc5CsxEpR3C1oavcxTGdx1L/ez7+ZBEdrVv6vmGx8MIz4sj3iq4B2/fE9U8EoA24VDWt5W2oI7jvNo2UrlNAFpvrnlvAaAtslMlO4kA2fIS2fc6RXnMEIbENsNHsV26+BnVexeVJGBilER476rA0nm8XFYoHOHT7y8BANUBAi2Vh41axxXlDJj6ZV85P6YEeSkNfcE2NembJSSHX1e+7tOWOLYp7UPQVUXJquy5mXHdtvvWP42BsKDw1LxTTXjfemI4ZliYo2Ut7Js87nzoWTzmUo8gCG5DgizO6N7m0JGhavbWL7PTH3/aMgWrkXT3f+hqNhCeI+nlMXA8hv6dberL3nbPmpupKOsQgIyDVdyYEHZYMcOwhbXBAp5ZC5s3n00cJ0M8zTNcO0J2HdLI37+psMgzvFk5PL+cofSMy7nax5VhVGgryjmgOvvB8lhGaKexXBRLfKmyJ4hCFwiX173UjWBIFVtjgOuSgigy4W1BJKg8w6TRU6YbHigiWFWMV8sSFQmWlQ9joCYK9IwFPCAMpf0zivG+tbkiD0+tW4SR1LBRhIcvfeMzqqeyz02JGBXznWUEJMGNluC2xgwKw/55DHbqzce5y3pVeM2FSrYAsZrV7Od2s8HbvzdHnUbLte+nfs2ng9pyzJPuf4djVZTHhJeQQg4GMhsW1yovgCEgy1B4hrVA1urFKb3gghhZZnG1crjMM8xzg9crh0+/XOH/e5GjcKRCWxlFhbainAHaov1weWi2M+I4azoKa47ziKeOvhrcZ+v3qhfa5YixavXJUawaMoee24oYTIKCqO7P24Wpb72+0KuIWiI7bdRO0u5I9bhAEBYJrDXIdnjT2yjWJyeGM6OgpjdxX/Y1Y5AIiMKIMJbu59tQNXvSe2SHY2EBhMLiDA9Us/elvTiULOQdp4QJ9vD6cLsvgWY/ex+BoihjhEU1hHQ0FlgbW7e8hTUMC8B5wOThMzjcJkyJeJpZMID3rktcXmSYryo8u8jx3nWJD791AWLRmdrKICq0FeUM0PFeDxPi21hU7x/i0OtWcRCzd/F4+vt3PlS0iTkIe4QKZdkaVeWIUXmG59CXF1KxAWO3V5OnVprbWtARr4vsLcRiLwjxFwNkOwhvE4ZaT7ifkKjr9+3LPiAU7fwGBlkWKvx9UT0UijbE1FdeWoSxNkSxpap2fd2Oj6F/FP3fa+dGrGina/qtCOf8OaAo54AgLtoSmoQqG/u1DWBnBo4ExjJmxtbfu0rPuPCELM/gRPD51wUu8xzv3VR463WB55ezIMYXKqmUdfRVoShngC6UPkzOLQitLay9Xx+FdRd45lrIkgiuCw8fy4TCYf7pmB2aY082REJlg0IatIVBlk0T3mMkEeWJD5LgjR2Fd2ZjtWYLd9GXvSsMAVOoCK314E88l1O2Sj3Zye4vMAerZqf9J4I1XQYTxtvq2vQuG+rPVhGuKIeDARhGePMxABt6sQ2AzBp4Hxb/8ix83gqAghhPMgtjDK4rwuevV1jMgoX8C1cVns5zFdrKIPqqUJQzQC1JD5NTz0E7BWENBIHsYi/2VeG7wiNWCr0XlGNW6A2HHaocG4T3xLdeClurDiGyRw60LbyNAXIb5lUn8Y0t903EcHLIvuzDPlZP4fWWZRbWDNvIh5jkLJdu9RoI1eZ020P0ZjeVcQHz0PvFRIEPVc+Kcg/UmQlATEhDI7aJkRPDwMIQwxgLxH8DnBdQzsiz0Iv9/rXD8wuHd7MSbz+Z4YPP5nh+OcMs02FOShcV2opyBuS3GZSrnC4n+GU7BMRQtFrf3wGKCDwDpQ8juNq22zaOGauKNoqktjV46/2iEd6GBYVhWGuQ5+P2bYnjYo4msgfvE3AUFiCsBXJjYASQkYUBYobj3XvUj42BqW3fHFsPPHGcsX24Y2XmzmtEpGtTv201u7aKxwWXobcOY1oA3/peFUU5FLWFHOiIbTGhH9uakHhRf+2yFgaC0gvymHlGIvidVwWeLYKF/O3rCh98tlChrayhQltRzoDMDqfzKufNqXRoi4RqcenpMLbnW+CT/Zt4rSLY/ptZUDrGquLJlchdH1n4uhWqk75KlW6DPOuO6krHfF8wAxXCcwizPkZLYgicH6yyng7tY0tj1VLFfiNbHhPRkFW+ORf7VLP7LfEpyd7T8Dx1Ft4qsk/3mVGUh0dfbFsT8jXKyuNykcN5gZlJ+IC1Fp4F5BlZHsT00hE++7rAxSzDB58tcF04PFP7uNJDXxGKciZYa26V3KycHvepeURCInflGc5PMegeD4pCv/Lr4rpNuqZyhJKmH3O9yx0fZL9XO/USOwIsLPI8fDkrd00+OxKZBSqOs9lZkBvAWhuC6mLV/bAcbvmPpbun9DoIAXcCa+2ojX/TEXC8fR+Stm38tr3ZySqOwdcvy/hi0NA966KqotwNdS6ahIkAZIGSGNYTFrMM3gvmMxMcMQSU1uBJ3lSt37su8fxyjpc3FT73psBHn1/calSj8vBQoa0oZ0KuQvvBcS9hYsQoojX8voubJILChXCzKWJHWLAsqQ4/A6a6AoZt59vY9H2JwShcrGQTQODO/NX7wFjTaVj2AlDl6zT4U/z0MFFVdm3c3feGIFjfMVbdHnlgnOa2D17Xuq89jz3cPo2x2/J+jldtCofXEDRFuXs8gCzO1hYBfBzpZYyByYGMQxaGI0aeW1DMkQDCZ+znXq/wztMZ3nkyx03p8Oxifr8PSDkpVGgrypmggWgPj7v8Iu08o/Aelb//r+/EQWBXU2KyI54FN1VXZAPT06b3YZNlOdntJQaUVSSwRMht17Z9l/TnaScR6EXgKMyJtdbc+4JAhyS0e8J6iLRgEM7v5t2yjIvsNOM6iN793w8saWZ7d3xXd5vhfm1FUU6D1LMtjOACQvj3xiWxLYSLRQ42YaG6NAZPWr3YN5XHZ18V+PBbC3z2dYH/jwptpYUKbUU5E0Ig2mlYVJXDcBffvytPKNz9914D4ctLURHcjmPNCkcoB2zlu4qkQ1a03UAvLgOoWGBZ7k1wt9McmNJccamPj1nATHVS+X3bHI0x67OzNyhThkB4i5VcsNH9I7FX3cLsVc0O+49J4xKPaehYhyzjLV/4UPr4/b9LFeXxkRw/TIDJ4mc5MYwj2EWGnBiz3MKTwBruVLVJgPdvSnz+dYlPPyvwez/0DLmGoikRFdqKciZoRfvhcfuk43FKTygqutfk8ISjYMXbdW44i2BVcl3F3vcdIDGoauce7ZHLiWXjeW0L7iyO4LorQZvZIAJZQiU79Tj3j49FYGg9OG0XzAGaiW2vqhyeps07XbeS94X65tcZ1S+F3Q9epLvAwvF11T/mWny3LjYY77+W3u/3/65VlMcFIwZghuwzeACWGJkzKCRcZm0G4jBKsl3VXjnG77xZ4SMvLvDedYmPvri8r4ehnBgqtBXlTMhVaD84Dq2zk5155egk+vk9C1bV7gK7fdt2FbsvBqefv93PhTXr9wcEYVX1EsbHFkxSBdlzELRZNiFB+5ZYa2BYQHHuOW049wLAtwR3dk9VmPb52+WVkqzkLKhXRUL42ab7Qm0p3+UtkhYA2k91GhHWF9RhjNf0UV7S+nn/71pFebwQEEvbQVg7FhhPMNagrBjZwkJgUFaERW7rNhwSwculw2dfF/jUyxt8+K0LWP3OpkCFtqKcDakv8b4DrJTTpHSEZU+Y3hckgqLarQe7TbKKD7FvEXVn2/jI5dUeCe1J0HovyE0YD3asCrcxppkFPrGIn46PPcFae6fumSB2m2dVdlwgYoTFBGMtgPG+7ETav7TE+TaSI6LXuDD4XhOkCvdu3P+7VlGUtNjVtIWERd/KM4wxyIiRZQYwBoUjPF00i5NlHPf1O68KvPpwhQ88XdzXw1BOCG0iUJQzYnZKIUbKrTmEJvbEeLOqcF36exfZElPErwq/l8gWEdwU4yIbSD3Iafupe95dOA5VI8L4sfVtdznrPlbE6eCjtuKxiMSQLtlqoe4TvlQyvJ+WAr+3l7+FsNS74Qm28cF9ACBi+Ak5BGmTqW0bKQG9v7W0ys9pX6niLVuUtrHdL/PpUNJ5UNGtKPcHIxa1ucljcMTwxHCO4CmEYJaOO44hx4Jl5fBbn7/B514X93b8ymmh39oV5YyY5fqWfUjcpqjJLLguHV6v3MkEnV0VHivn9+o9ZxHctPqxx9jrlJndxUvf4r2tL3sXUg936XhrBXZXKAnXPaqq9T4QUsqPtRjQpl1Z3jezIHwpDv3oGydsDdi/tx3bYNW6Jbylt71MXSpQn7iinCTROd68xyV8rlaeULGg8sFFwwKUFXU+t5aO8YWbCr/5hWuUTsNrFRXainJWzDXJUkGwqL1aVSjd8YXQNkgENyXhqnB7i0aSMB+btohsoCu0py5UpBCqXWgXtIf6stvsq5UZYb9uagV52/4kLAYYY27tbkh2cuc39fvfvqTNkKa/es9DllZfNrFsSC1PQWbbxXByBqxf3hyntP6301AwsvP2F/eUzdf+j8dvqijKHcLpP25+ehJUjlE4AsWgyYqknuoAAI4Ipff4P19Y4nNvtKqtqNBWlLNilplDuDWVE2HXirYnxutlsImfQCv2rWziiUZk7/GAjvRm6AehuS192bdttz6Undx7iYncgtHZVzuyyU5+27tIgtUaUwvgnffBgr6hg2V4RFhax9n2UusnizeXr1e421bxxjreFc8swbLOSaT3NLmKbEU5Per3ZHxPswQh7TzDeYKkhVJuPruJAecEr1YVfu1zb+7x6JVTQYW2opwRxhjMtKr9YJi6bMIsuIo28VMY10VyO5t4wnMQ2TtVX83gr5tvYnZboGqHgXniNSF3DG5rJ2cRUJRqRBzGdh3w+Go7eev1t+t57ZOCycKErj16swWj5yqJ7fbV1Kokj+9zWGSn69r3HSrkYQGCY/gct/quUx93vYbQqYS3jnXTg1QU5d4gpOyIuGDGQEWElWNwfN+nz+z0+VB4QuUIv/nuDV5el/d6/Mr9o9/YFeXM0D7th8OUSmjlg028OgGbOBBmYl8Xfq+RXW08yZ4p6ftJu11SvlN/tojcef97spOHwJ3p900+iuyWjfrQo8QETXU7cZtPo87D2+M0bxuh1RbbzXzuKO4Ht98ksntpxBIs6twS10OPYbRQb5pKtqIop0ntSuHm78oLyopRxR5sxwJPUi9CuphS/nrl8Wufu7qX41ZOB/3GrihnhvZpPxy2yaBl5XFVnIZNXESwcoTr0t26/7fyjJtqv2p4++U/taJa682JujMVtB1NC7Y6hoPdxdCdKeeaReBTNbu1AGKONKaLEHq3eZcZWQMkQ/4+u0nV7G1rCYIktqURxEPHMiLa02gvz6Gaz+1U99aro3/TWnf3rtDWH0U5L5KFPH0+CICKCTclgSgkj1cU/ks5GZVjOCb8+mffwGko2qNGv7ErypmhfdoPh7EqK7HgzarCqjqNf6BJBNcloTjAF4bSMVa32M/Q2K1t7KKzU3/2TinjR3pDMgTO84YwskAK40kV1oQ1BvZIB8cItvp9xnEB3eAzlt0cB8BwD/YYqW+9Mwu7F3bXFtl11ToK66E083Y1vS+o+1bxoQPq3FZRlJOGEHMW4jomUVgwXlZUp5ITh89rII4DY8H7Nw6/9f7N/R24cu+o0FaUM0P7tB8OQ5qx9ITXq+okRnYBQEUh8Oy2VnEgfDEp/O3Een+ZadKy0w4aLvVnux2CyY659MUIz8FYMrmI1H3KQ4LcHvGjQtDYJnc1J0jrWIVDZXrqWeReNXnK7Tw3YrtzHG3B3BLXaXZ2O2W8ewytfaD3+4ZzsZ5arijKOSESFxolCO3S+frf64oY5Kn+zK684P/3mdcHmSqhnCf6bV1RzhDt034YtAWaiOCmdLg+Iav4siLclLcLPEt4kltVshO3EY5TiqbWGHjivUdNHYuQTL5uJSdOglAGg8Eya4/6D30aJRZ6yqffrr1tEs1TFiySGN6F9vzsdK4QfxKjrloncd297fDiRudSwahVfO041EquKGdJHYwW3+wiIdBz5QjO+9pZVHiB4xAe6YTw6ZcrvH+lo74eK/ptXVHOEO3TfiDEb9nEgqvCoTiRwLNkFS9vWX1OeBYsD9SnZnt92Tv1aE/ZFrsHoN2VWEpBaakPW6Sxt28Sn4cORWuT9ixATCWfestWf3ba14TDXBO5U++tVbVOfduOZLQ3u73t2v1LL4E8/c8mkT2yP0VRzgdG81kSFukYFYXk8Sr+e8kQrHwYWenjdf/rs9da1X6k6Ld1RTlD5rk96pdn5W4w5vSs4iSHSRVv729V0UG/ZGQ7Stv0Xtl2q8waeN5DDN3hW1EAVBR6AX0rrG1TH7e1hx311aZv+Sbe3lMONGnb3BHam0/k2DivCXXw2rLNLHB++2JKShZf31NKL49V8nThxntHPcO7fZl+givKeVEHo6EZ+eUpVK9vKqrnaTvPWJYeRAxHgv/35TWWpb/HI1fuCxXainKmXMz07XvuOM8nYxUHQuX5uvC3ThVPkOwxJ3sK7eb2CeFodRjalk0NcBJzyqfgmFE4imnasnFMlDHmTqraCWKpbZRDdILHOnO5N4vPXS3jze1Q912zpKr0tkT3Yct4P8hs20t7SGS3UbGtKOcFo3lPMwMUq9qOGUVr9OGbwoFE4JhwXXj89svl/Rywcq/oN3VFOVMuZ9l9H4JyC5alx/JEUsWBOB+7PJzIZhGsjiGyAeRm+PcxjAkV3U09wAbd0Vi7cB9iiVngJVRnaYJf+5hV7aEzkGyTQ7Qv5Z6gHXuO+gFoU0hVac/SmqctneuHe7CHA9Ck9ZMhdQLx2AtgTGSruFaU8yW8/1F/IDAjjP/zgqLyqGILGFFYaPYELCvGb7+/PFg7lnI+qNBWlDMlzyzyI83JVY7LVeFwUxGMMXXK9X1SesZ16Q5m7xYRLEsetPkegvZ8aDPxXzFjzISZy/s9F7uOpjoEyZ7NEJRu+4LGMavaY88Bi8D7odFY3Z+dfY0c4k7jvKLAplTBxrrIbo5x/fKhLvBUzU6/713Jjrcz3T8VRTkTats4N64WYglJ4yJYVb52Ga08oXBBfL9cOry8qe734JU7R4W2opwxF1rVPitEBG9W3dCz+xbahWMsq8P2ji0rBm3yy96StmCcKh6D0B7fdt950PVx3OrWuyEtqzizhBmvxFvFtrXHGUS26TlgDIz/in8Maeeh52goDbx7o2a3zI3Aru8OA5Xz1v20xfZQMnh3ZvZ6Onn/iCdbyjdvoijKiVK/f1O4ooSqtqfgoCkqgnAIriw8oyDCqvL4zKuVhqI9MlRoK8oZo0L7fBARvF45lL4rQO09Cu2VI6zcYUV26fhgQWpjtE/Z1CKtteP/4IUvPrd7Hu6yqt2u7iZxzQhie5OLIFjoD3+c23qrBd3xX83PgWAzg7Vj3LZmY9CqYPfvO4rvjcoYjdgerGa3Hkctsjd8VxZV0YryoKnt4y2IBd6FBc/SE8o4hYEoBKOVnvCF62rtO4DysFGhrShnTGaNjvo6A5gFr5ZuMOk4uwfbcZjZTSgONHIr4VlQ3EEPmjEGeVRLU8WjNeP28UNoort8GpNtvB/oVYvtTQnk2XGq2tv2Kgjjv9JM6/rCoX21drWtN1tY4Hm4Op7uZFMwW5t6Rm771ikArbafjxx2q6o+drjS+9m7qaIoZ0SyjyNmOrCgnp9NFNxijgUVCyoSvF55rCqHd3Wm9qNCv6ErypmjVe3ThljwauVG06zvQ2gvHaOiwwpijmO87oq2E2DKGaxHfPU2PlRY2109jSTcGY3VP3pBDOYZCUizxhzlNTe1V961K9sjirTtDhirZouEsKFNGjr0Tk4XthzTyDv7QCOym0vG709doYryOJCBP4gFxGFxsPSMVVmBmOsJI8uK8Pmrcu8JCsr5oUJbUc6cRX4MM6hyCChWsrfNOL5LVo5QHaHqvKq29wgfkjxrB6JNGPEVxVt/U2Y5SEjYnb0LW0/dpl4/LzKaon6MBPKp51AkzAEfrQyjsY+zrPdW133Y3Mj0sbsWCGRiG0OqRLdD09IYsM44svp/RvaxB/qVW1HOE0J33B9DUPkotjlUtSvPcMwoPeF14fDqxmFZufs8bOUOUaGtKGeOtQaLXKvapwZzCD7bJj4zuz0N+1CUng9uFweAyh+/L7tPO0RuaveEhelYnA8ZSnN3Fe12f/bmbX0MButjjIE9cMvJtj7tRJSwncr24P4sOjO2gfA3sQyHqPXvJwrk6a/KZqdJbPcr1GMhZ/XlE05A31muIltRzptaaHMz8UAQPnsLH/qzHYUK903hsaw8Pn+l6eOPBRXaivIAuJjrW/mUEBG8Kcbt4n3uwj5e0eHTxYFQtS/uIdyl3ac91RRgbVcQe5aDpb4bc5ze5zbEjW18LLhr7TYjAWmZMcgOfMS7nAEWbA5ug6kfnwjAW2zi7Xtuz8Eeukk/uG7I8s2y3lYwesb3CD9Tga0o509667er2sShRxsIC+7LiuCJsKxCLspV6fHesoQfae9RHhb67VxRHgCLPMNMQ9FOhjfFcPDZGMe2j/v4j/2hkdiXfV/jStJ5m2IdT9sni3M65kOmhR97vURaT+HUFj8BwCOjvw4djDapT7vV6ywio20VEi39ySq+9StpK4xM+mXoge1GDqr+Kyxq9JPRBm7ZEulbz+XmDDhFUc6MvtCGACRhAVrimMHw7y/DEeO6dCF9/E2J6/LwC9/K6aHfzBXlgfBkrvbxU+BN4VD53b5KH3ORhFhwXfqjiOFVtXmc1LFJfdp2YvJ4luZIm8NWsxPHrGmLCKhjb55+3lMaeV9sHzoYbUqfdv19NP4SxnL1thGAWkJ8yiNN97xWdZ5w43V7ONd/tPfWP5JBK/mGU7BH4VtRlBOnvQiYFt48N8t0LIJl5eGIcFVQ/DeZ8LnXmj7+GFChrSgPhItZdnDhoOzGTelRut3tYO1gr0NCcjyR7SgEvNwn7df7lMp0EpZZ7Cc+RAhad/8H3V2Hen5z/feOt0cQ2/3XwiGD0ab2aQPoKE5m7jweEQkLA9hl9JUZtoD3pO16L3f3kFIVqnNZlNjro78mH9zG8DdFUc4bRvfzwPc+az0xVmUIRrspPRwxPndVbAxKVR4GKrQV5QHxbJHf9yE8WlaV39uenVt7cJFGIrgu/FGSwFkExR4LCoem3ac9dcqdtUGQHcOuf2jh3qEnRKfVebswAE/dEVaHDkbbfg4kHkv3+CmKbRZB5Zte9F2epn0WlNq3kaEu7BGBPDYve+hwxyrZ+hVbUc6fvksHCPZx77uBjyvvUXrG61UFYsHrpT9KbopyWqjQVpQHxMUsO+6XfWWQwhGuy9v1QOcHto8vSzrauK3S3e0or00kwTxVOFtrkLV6tQ/JMd96bfPAbYogDAH1vNqHDEbb+jxsOHbnCY56vdGTQ+bWdyw9FwBMb0Z3p3Ito6I6jP3i9p+bq9mtA966raIoZ4+0/4ufI77V9pKcMtcrj5uSgpWcCe9eqX38oaNCW1EeGE8X2qt9lzhiXBe3X5U+ZJ/2ytHRxm0RC6oTSktNCxTBAj2hT9vElPcjiGJjjiPgRaQjPm/bCkAI1uw2WXYYC3mYgT2OiIRwNpbwHwk8MSpHcJ5ROAZ5BlO4TuI4LxYJ9vmR/24TfN98OR73d3fs5BPvS+r/GblOUZQHQe1aaYWieWkmK6SLC+9xXVRYVQxPjHdfa/r4Q0d9porywLicZbEv976P5OEjIrgq/EG+NB+qT9uzHGVWdmJVndaXgjwzsM6AIaFaueWFbzOL3DIyxsZxUftize0qzkPctj97CB8bmlMYWrKQ855f+uqRWrFyU8U52SKpUhySwynOwk69ic3c2fjYWACzbhnn3oNu1jNMXblOVaMUeJfs3emW/QWA9u2AcfHbtn5P+Vw1aL5068ewojx82p8P6bOJmUEkkLy5kAG8f+NROsKqYlxXHleFxztP5/dy3MrxUaGtKA8MYwyeznMdHXEHXBX+YGEmqU/7NrsjEdwc8XmvPIOmlvPukNwaVCyYZQBtefgGzZgvOoIMyozBYZZeWhygP3sIJobJbF2FD5V+E0T40GFIExiGGDyWrOipIpyqw1McFX2RXQeGxX21bd6m996o59bGSnfaklnCd1oJdntuqV0GYATBQo4m6KzZ6ebjZZlWzR7ryVYU5eHSto6nzytPBBFb/20NcFN5vCoqvHiS43rl8aZweH450zDbB4paxxXlAfJknh19pu9jp6gI5W38qgPctk97dcS+bBY5+OM9FLO8sY9vwpjwRchac7TZ5cd43x2qP3ttvwC436+d2dqCLwIQA0QC78Mc2NITKscoHaPwFBdfgrU97SnYxzefCIm2yu69S+f6rkV+eH/tanRdFRd07OZcL06kYdvpumhhh6y5BrpH1VTft5EWCuqq9tg2iqI8WJrxheEztA0z4+WNQ0mEm8rjpvS40VC0B4sKbUV5gKSqtnIcPPFRHAO36dNeOTrquK1TCkDrk9kQ5rWtTzu3QWnnaaTVGfRpr/VnH2zPgXa/dppbbYBaWFcUxHTlQxo4kdTCehNmw0JGmJ29fvu1UVtohHQstve2n17bb6zl6b/WokWszNfXp8p868ZtG/pGAd26cuwMNDO/FUV5SKSKdoKEG4dQ/MkCFM7j/WsHEsHn35QoKlprj1EeBiq0FeWB8mSuc7WPgYjgzYH6svvs26d97L7sUwtAG2KWNb3GQ+SZqYWVMQaZsTjS+PKDjmpbq7QeeLGDBSh9qFQ7YnhmVBzGa+0irPvYkbw5Fhn8Qjkkmvuzp9v54yLD1f2xNY72xQIBMXeEd+e+YjVd4oKAYLuToC+yNz1Nai1XlIeH9H4CqAMf2595gvDZ+vLGwRHhvWUFz6JV7QeKCm1FeaAYY/D8Ynbfh/HguCoP15fdJ7d258URPnJfNnB6AWhDZNE+PhswchgDzDPTed7y7DgJ4QDqgLGD0HupHUJniwQ7uPMh+ZZEUDqG8+GydJ5u+zj6g7k4JoiPHdPY5cNV7bETsf2Y+/eVqlBJvPf3zNwV/f0FgL7I3njf0zZTFOXMaC+gtT9jWHjNwUMCFER4eeOwLAk3pcfK0a0nSiinhwptRXnAzHOLi1zHfR2KwhFKd1zROc93+1heVsfrywZCtfwUA9D6ZMYgR5iR3Zda88yuJYzn2Xn0afe7AfYNQgv91k2vNUX7dBLcjhiV79at7cC53IW2fZw4VIf32V9HbMOMVrOBKMbXLmxEf6hOj3WGN/fHrf/qzaX5rwmGG9jBtsez2+aKopwJQx8HqU+7/bnDEkIkXy0rFM7h5U0JkfDvufKwUKGtKA+cZxf5MVpRHx3+QPOyt7GL0K4oCKRjUpxBNTsxy23skW7OobXh8vXxUAZza2GP8K9gsKYf5l3XFta79CSH7ZO4liCuWUA9cd0OJEsJ4s3juF1An42haKGSPX7k/Qrx2vVort9nBHrHNj50HJts3tztz27fRrijvVv3MXzfiqI8fNICXHLHJEdMX2izCFYV46YkXBUenliF9gNEhbaiPHAya/B0ocFot+W6PE5fdp/c2rrfeBMigtWR/1E+l2p2IstC3bJtH19ER8eQ3T/LDieI1/Z9gGp5CEJr/T35duiI6xD0FQV2T1z3SZXuhDG3fyxDwWe9I966j1TVnjTHeuRwhwajbRX40tquXcluXVZXubfsb9v9KYpy3rTNL03oYejRZm6cOMLhs6jwhJuKcF063ER3WulVbD8kVGgryiNAg9FuR+EIru89PiLzCXb/wh8/Bfz/z96/xdrSdGXh+DNGdc+51t7vgQ8R8PNPfnJFVLjChIMXmMhBI3KhxiiRSGKICUZCgJgYb4iJmBhEE7kjJnjAcGO4IkGQCwxRkBBI+JQoiRghgih8vO+7915zzu6q8b8YVdXV3dWHeVprrr3rybvfNQ/d1dU9+1BPjWc849oy+UuDg8mZlzxXRqXkTvK5wRXT1a6LSzSbkzTPwSUEO4jAe6R75fkyKvl14nEKpbOWBhprT+MoIael49t9ySCVm4f1JwuKre+XDP4Nvxh+V1zGCwreHcTr31/wzt93RLqpvvBd0zrsG4vffdXg0KoZ5XNSkRUsoxDtgoJ3AMUY7XSICF7vH3eGeUk+buW6LuOAlxxfsVzYtbCtVT5eGcbWH8cp8zoiwsYwzixfPtn2udFyGfR7yignEOw2Idg50r0WQwk54Mn2EfuTlvCaK/V1DNL8aqLp/PGevDyWzk5D04NGJ7bVO9wzq6ekeur7goKCdwtJ0o/6PaDz3HCRhGsE+9Wuwb5p8XCw2LfFFO1tQiHaBQXvCIox2ml4vW8fvX40ewI4hYdHIP7PLZodYFhN0V5uqljqa64+qTHXi2pfW0Vinda7HhPs/menwGVk2mul9k76kxs8Q4qX8rP7y4o3J+vI9hSI4E3QEtn3sL3Zja3sFKZJdvp9GTYXFLw7SO85QYnj/Idqstg9Xx8OFg+Nw+8/tNg1Dq0T7Nvn+fwtGKMQ7YKCdwjv31UXdUR+29Fah4cnIpybOn97PliH5sqRZity9W1cEy+2Bi+2BsbTu7lybIYI1SkOWyuQc0A/BsP0+EB8g3u49fWugSHBPh9q4pPPa+eZvVKSPe7BtMP7egray5fGsNzXEN2xPzY6NIpmJ5+vWhfT5LsQ7oKCdwNpRYJoqgj0TC0F6oWyayw+etjrmONgr65YK3g8FKJdUPAOgZnw4X2RkK/FqyvXp57DxvCIRDyGARoAHJ5pNBtQvvz+XY2KCJWZzs+OyxOhMgZHVlVbjXOi2sOItEMg2J1JWsjBvhTBTjE0RguoKsoOHkQANzFBMxXVXp+fnQxO06j2BOkn73jeV3+vzM9eClFPrDJHqgvBLih49+B8ZQIXcrQHqhz9DnhoLd7sLR6aFvtWifacEqvg+aAQ7YKCdwzbyuDFpkjIl/DYBmhDEBHqgXz8MQzQNJr9fB/w9xsDZsKmZlSGZ6PZAXVF4Bt3H29bh6btu5AHF/FzJOJLGBqjBRjDvQGE+Ej2XE+YyE8eHX9Mhqe9gx4XmjFGIx6suCK8nItmnyr9Hka3gVLuq6DgbUc6T5dOCnbKmnH1g33j8PrQ4vVexx0H67Ar7uNvBQrRLih4B/HethqRuIIOT2GAlkOaU/8YBmiAuqA+VyOWjeF4XteGsTEMXhHmZV9T+xpcey4/eQ6htJd1Kge3yeDMif5Oa13Ez0HOGA3wZb9MJyJ3CyRb1+kfi7X52dnlks9yxmjdxAmFxYerT2ws8/1g4TW/ZzFFKygoCAg1taN8PJkAFhFY57wRmsOuabFvHHbPWFlW0KGMtAsK3kEQqYS85Gvn8RQGaDnUFaPy4brHkIwDeNIo/jkwRLgb5LVvawatqEkOaE78teaeTi2N1bYWbU8mLlEm/pi/Us4YDVCyXRlWef6KdjT6TMl9Z7UNWv7TWWM07TMdmX+fi2av7eHzvHIKCgquhS7dRe9H0W0c/TSb1gneHFocWhtztPetRWsL2X7uKES7oOAdheFS8isH6+SmZpLvNwbWqUT42mid3MQEwym435gR2apY5fdz5l0Bhhlbc52UiuoIoh1k4rvWIp1aeQyZ+GSfMO3cLtA86TXHGAhlz47c/swup8Zo4TCnp8FUDetck1mSfcLhnlvleV5dBQUFxyCraOllsVCMaodJul0jcA44WFWvHVqHXXEff/YoRLug4B3GXW1wX/K1e3hzaG9qMLypDA6PNKv9XE3Q7muTjRqLALUhbKr1Ue1rVMBbW1PbOoemdWgTrbR4mfhT1zS3mai2CGCt8zLydXnuRJ0D+Zo5nSV5uQ5gu6g2+wB2mBfoJl+WQ9UjufiFSHbJ0S4oeLeQu87TeygDnQrIf9Y4jWAfWv23b/RvwfNGIdoFBe843t9WR0Xc3mY4JzdXP9o6uXo9ZsBHUp9hNLs2jM2EZbgTQW0YdbUuql0xY8tXimrPhHGj2ZkdmJ15JcOt/CrDqLYd9M3wugkFZl49+BjbBo0W6C2RI/sM6i00SYZv5UAXFBQ8a6TzdCFuLSK9e2jI0gqftI2gdYLWOeytw5tDi31jn61nSoGiEO2CgnccMV/7qTtyA7i1aDag7uc106Sz8qXQOnl2D3Qm4H6i3jigEQQiwl1tUK+Matc14xoKcqZ8xNeJdFFsjzDpscYx/TGR5mpbm8/L5hVkm6D3naW90xzs5X71o9r9kl/ztbYHjaTtrVhluGrJ0y4oKEiR3puAENXuJOMp8W7F4eCVS4fWaZmv1j6aoq3gOihEu6CgAJVhfPCO19d2N5abDSix2bfWk8Xqqts6NM+LIhCAF5sqY4LVIaita8O4r8yqyaTaMDZ8nUdjPZgtCVLx9KwTUbOzodP3Lfw6YWDoBLOO58w0q8II5Hd58mjlXvuodmo0Ptf2nLz7Esf5Fn6rgoKCWwOpcaT40oPok3DnlGCHyddDqwq752pQWqAoRLugoACA5mu/y+Zou8be3AD5obExorcx14tqOxG0cluTDEt4ua0WJfWpsdt2Y1aXtNvW5ioO5OyVCeIHUo3tC6OtdThYJd63di4GOBHYFREWJoJZnLCYL312jMAimLKFdYgoTsKECHpv4cG6vc9WhKbHHucFBQUFHWT0wqt0nID9vU9E4r2kdaoUsk5gRdD4kl9vDu3jdrzgorhuiKSgoOBZ4X5j4ETwav9u3dhFBG8eoUZ1gPPu3k6k9zAO70X0Qfv7rxvNUVUWgcbnkCtxgDd+6soXEaj7/Ijabe0zmzF/ucmbnw2REm3DhBcbg+ZhOee5YkJl6CrSbSbCrrWjKLa1gtmpnhv5iVqnA0NecfxZF8zW2OYo6aZsysLaGtsBBM3n7uWMUyDrBKJ8iTLdWPLnRo5zQUHBWwDpHMfFP8gtEKtHWCA+vwWCxlq0VlAbfS7vrMXrXQt5T456phfcDgrRLigo6OHltoIVebS6zbeAXRI5vhREuplp5zTnVpz4XOjl9R+acW4WYX0uNROBARATKvb1iyfyZw/t82EX97VBtSLcLF6i11t3Y/DQWOwXnFyJCPd1hcY2uKTZt7UO1gmEIgOMEeLRZoY/yQ2MsZyfDCJgdTkvJoCY48RSgI/nqIw8S6qPOycJOjHSy4OPNbs7V/Jc+bpzrv2p4LefGyu8vaDgHYSgkwyHe0DvfuAkprqIE4Sah4em8+ZoXZCQq9Jpe42SGAVXRyHaBQUFI3xwV0McsGvfDbL95nAem3JOZV6NdXBOYB3OqkctItmyHkyEjSHsVxBjJ96sygrSYD35dog0yqvk3T6L2fK7etphfIhcMJqI8P62wqE9LBKg2jC2zHi4ENNODc8qJnUY9/nYz4GMiQDOHwuBnl9rynkBGrk2RCBBpxLo8eFxVPuYy8cXC4tRo/RcpqDuEC8hx1glHv/ObLOQ5oKCgmMQ7hmTQhrR+1NqjtaIlnKMzwYxeH1ocWgL0X6uKES7oKAgiw/uK7g38tY7Xu4aezQpTom11jiWbqDux/iM4+TbKQ5WJvu0rTiStFMg8EZWojPmh8Zibx0MCMaoiZVhujniva34qIHG1PHZ+Nrxb1YoNu63Bnvnzopqh3zsdGuGdbKkmbm2hmWtnvrXEOn3SByAI8d97PManHO9/SHydWXTXMYj2k2JenIJJtvVCHxuSuNYiXpvu0f2s6Cg4N1E754kWuLQicAMqi9YpxPkqs5RRdy+tXhzsHj/HfbQec4oRLugoCALIsLnvKjxe68PaG+szNAlMZTIp5Lv8FesYG8dGi/lsj7ndA3XJQqRNIq51fB51cyEysu5lYPo47iZkTarrFlnuS+B1ilZaCGaq221v4F4a+SbI6sIEwriI4gxYgg/mKAucngpsl4bxl19HKubm4h4f1thd3BZ4pXCMONFVeHVicc6R7IBX3/6GV1SImOXcQcBSb5u9RyClJzZgakj10QEih4F69uL8sukryGqncrSmRKiPRnSviye0U9cUFBwYQj0/jM0QwMAkJ+sZK2nHSi0dSold04An6fdkODNvoHI9uYmwAuWUYh2QUHBJIgIn3qxwe+9OdxcTd9z0VqHfWPxya6JedSp5NuJxIh1c8a+dxGzjOOSBfbJsuxJ6sc7C8Ma+dT6y33SWhlCRXy2U7h1OlseSjY5lxpKdRHMIDevq+Oj3SGXl6D7wawTDOT3a4moVd7E7GjM/GTGMN6/q/DRrlls5m7D2FvgWK+8UKJl+AtZP2FjmGAdjSLXtwg3df6fENUOMMyojPT8Acjnrh9zTCgTV+5FtSOR9+eiEwh112VOMr5263Oy0IKCgncbvXsD9V9GhY3oF86Jfy6GKiDAFohquVcHi8YKNlUh2s8NhWgXFBTMglnJ9mefMdkWETRWc54O1qH1ZZXeHNpeRFtE0DjBobWztSuDKzikm6EOEd4u4ove+xjppUHkNziH+9f7ViXpres/UCsisCHUzDAM3G0Zr/fLxmghQu9EIE5nz0UEDvr5wwoGGeTmtgmO04yNUcK6hC5qLLACtVlNNsk+1s+sebzMBPKvTybZWCZAL7Ymazg3BBHhxabCx7t2daR1iWQHVIZW10jVyY3Hv/6cYDLy7yCrTdFyYCIY6tz251zIp9Ynwry0Px42/yKJnD8FS36ed9CCgoJTkJ1HjiaNSX626CCBoFHtIPVprc5mPuxbtNat9igpuB0Uol1QULAIw4TP9WT7ucjID60bEesh9p5kNtZh75fvJKghyqskNUS7nYzzZ1dh5Sqvdy2sJzCMIN0GGiKwJexJjcsqIlhxcFa/D1HmKH13KgV3M721J5T1EgDWOTw4gBuNzNYVrSr3lIMX4cM6oAEiCd8ag2pj0FiBMci6pc/2c2HXQmrE//tkP3b8HmBTGWyNw27BrRzQc+TQjqlpm5ihBahaIe+ETXj6aHdqgJb9HseZoqXrAYEo+zxF0YmYMBG1tOdhkiqXY90zRfNdCzJyfU1gCNozC5aHyPnzuCMWFBQ8NoLqJVXYcDK5HuZ5Jd6bvHTcL+78pH7rBLvG4sW20LbnhvKLFRQUrAIz4XNfbvD7b5qbNEhrbVcGY4pYp3hoWnyyb9H4kkvWBoKq5O8c1/BTYV1XS9lBvLRsLFs28NJrAA+tRlqZAAeNENJK0nvupImDSu6bg0ama0MwFR1NvIbYGMa2ZrQiaBsLNCH6qfWtjcmXKUuxZs8qw3jvrsbHKyTkL7YGhwVjNOscmsG5JyJoM3nasQ9MUFHF7dG1oQFadpmT5OPaakgfcKKvDXz5sDTqPIEufSG/VBjc9kzX0r8zp88UeU4/P0ZeXsSeBQXvMETvawY6AchAUjvbK3oShVsYf4i/F8Y87UOLz8X2yXaj4DQUol1QULAaIQr48UN7E6W/nM8xVrn1uqHvobV4c2jxe68bvNm3aL3h2S2gXTmB0TqdTGisusLvW6vRUV8zu2JCZYxGmmcI6SX320GwtwKyKi3fnhjl3lYG24w8LtRhbhw64s2EjeFeRD9grfz45dZgt0JCvmSMdgrJBrTfFWcmPZ44VJozQMvBQcBCeYnkAqJhngTire7j7F84lyfbasDX9TPb/6ktUpLy8cjH+DbuMgUFBY+B9HpPzUHTCcAQwRai+LlDp6gzpM+GLYBP9pcxQC14XBSiXVBQcBSICB++qEG7sWP3Y0BEsG8dds18HnUKJ4LX+wav9xa7xqGxFq/2x5f1ujZmyz2JSsGbVno5s5UhtC17GbkgzH8wOTBr3e1txagq7pHuSYOrMxGk5W8OgCHGtl5PuO9rg3pF3jfgibdVwzr2+dx1xaiOJPdEhA/vK/zuq2bRhfxuw9hZYDjHlCPZgOZkr7lC1hqjJZz06jjm2giRl/Ur6J+UMHdtdXW3mZBVpwTZ5WxprpjikbDp5GWMNLOPyh+BcX+WSfRt3WkKCgoeA3FCLwX3P3PSScXDDdHFKDhB/LP61a49/l5b8OQoRLugoOAkfHBXwxDh1SPNsu5bi33jsvmvOWiurMUnuxavdm0vOpe6i98KWjs2zxJRSXtjASfT+73ZEHaH/mA+ENHWAm8OFoYJW2Nwt2FUhk7Kzz4WVgLhJmwqhjH5AQJBSXa1kmQP4URw8NF9JpWwD/Oh51BXBu/dOXyyaxflyu9va/z+QxMJr/NGe/mc7PX7MDRGe8qhlMixRPv0bfHA5C29BogIlemT7WCA5rc83y8ABIlEuIsYSVdWzP8vNUebI/DSLdZXLyz0o6Cg4N1DblKOmbvoNhHU+0x69x3nvVZq0ymLGl8p5W5TqNtzQvm1CgoKTsbLbQUmWpXjegqc07ykXbuu7rD4kly7xuL1vsVD47KE4bDC1OqxkZIsax2aVh+wawyxlFzyrPzZOsEb1+KhUbdwceLLdV3fxdSKupubhrCpqedWTiDcb8zRkegpOBHsW8HrfQuIGrVVZjlv/H5b4WAdds38uVEZxsva4NXBThqfWTs2PlvCnDFawGMpnY+dhDpLPp7kaec2G8i2ntrS28ZSNyO5TpQAwWRuFMWWPtkuKCgoOAe5Cblwv0ul4wBi1Do6T0hnlBbytRurAYdCtJ8Xyq9VUFBwFu43BkTAxw/Nxcao1hPsfbMuet1ah11rcWgsHhp9PTUI1xqVtzeabqxF02p0dN1e91FXDOs0ijwHgR6vh4MFDsCGGffb9ZLtc2AheGgE3Ag2NWFjDO43BuZCJDuFCODgYFsALVCRGqxNbcsQ4YO7Gk3bLB7D+22FnbV4vcuT7FPrri8Zo9EjaMePjWZ3650maeznaU/vt2GBai67/MXFXnr5eDAcgs/zzxrapWHvEw5xcR8vKChIka3sxTrZF26VHbEWCKV3kP7MY8jXfnVo8eGLYoj2nFCIdkFBwdm4qzUi+dFDc5aTdWsd3hzU3GxxWacluQ6NhROVVT0c7KKBU2uXa08/JpwIdgeL1/u5QlzrsK0JuwMtEvXoJi3A3jrs3zhUBNxtDO5qc/UcMOdLK22NXE0jPZJyi0N7cKjA2GzyudyVYbx/Z/Dxw/xkh4hgw4zXgwxs604n2cDAGC3D3B5DTn7qteHktJraRBrNtwvnbMXs6793xFxsntzG2rT+f85zeAE6mXiuL2H9Faz5du4gBQUFtwxx3f3CoF8VJDxq1QAt8VAR9O6J1udrv949vQltwXEoRLugoOAiqAzjc19u8Mm+Pdok7dA6PDQtDiuSWlvr8NDYKP+2Ing42Fkjsf76tzFEdiJoGoeDnzC4RM1kIpVm75r5tnIRy1aAV3uLN3uLu41Gms8t05XvJLA1rBF4AG/2LTaGsan4UUxeWijhNtAIdzXIG7/fGFgRvN612fraIoL9wQFEeHln8Ikf+ARDtHNhmCAyQTyvfHjWOo1n10VnZHYslGwDU/NrJpqmETgYB4mWHNRAtS+H4z/v7YGPtMf8x4nAOaEj2FM8+zbuHAUFBc8Bo1uhCIhNrIZIyRJ6/5Reve30hmOdAEb9VgqeFwrRLigouBjIy283hvHxrllUue5b60ny8hC28U7jIQ85dR8/ZgD81KW8nNO83sZ1MdNLliU3zNgYzOZrzx0CB32Y7w4W29qbp10oj5sJ2NZ9qbhAo+qNFWxrvpiEfSkoaeHwpnE+b1wj3ET678W20gmc/fjc2jddrfONMbirgDdNe9EJHMMEcroHgSCKz9NL3eJzOcXphA0Nh3pJbuDwBdPp0ex026NtrkA47rnJJkZSFseTbUqIdddlf7xGfYIn24hOa1MK/B7ZPkGlX+TjBQUFOYifwDOEOIE9rrggMP7DwLNDSk5Id1nyECm4PRSiXVBQcHHc+TJNHz002Uhzax1e7dtVBPvgyXgqSV8rEx/C+gH6U8A6waFxaDL5vy6bNHo66ophrZLJHNZszQF4aKy6nNaMu405yzit8mXGpqLWDmqY1rQO242JA46TsZL1WL9dhjqj14ZgiPByU0EcehM5+8aN8rfvN+Rl/+chuM7C/zUieMgYrTlPvtdgRDsl91pftBLOQ2XjgdQCSsJXbvCkqHs0LMt+nkzKSJdvPXQGJwpGZ/1l09ZCvnaQkC/9aFOLFEJdUFCwFvHeRphXbSX33HCPD7fUMG5prIVzDvwIJqYFl0Eh2gUFBVeBYcKnXtR4tW+j3ElEohv4HES0VNPDwapkyuNYmfgQj1HSaggnSrAPE2TauUuIxsfYbqbztY+JXDoAbxqHfSPYbrzc+piHPAHban2kuhWBvYCc/Ni1HAS71qJpCduNThTd1QYCwa5xaJ3+G6JpBfebCu1CabDetkQgLpDFhPylYIJhGnkeXIvkCUItV+nCKX5LFqE0FoFYe5Ej3+fkaQMYua6H0l8qaR+u4/O0J9pK5eLOG62FIx1zsXN9QT9H+5jjXch3QUEBMH7+BGVN33G8vxSPVujuKeG+KAB2rcOLTSHazwWFaBcUFFwNRIT372psKsbvfLzHJ7t2MaK8by3e7FsMPaUO1uHNfj2ZyeGx87MPrcW+nS/RdY553Bzm8rUXTLWzsOgmOTaGvdx6/mHPDNxVBnykq3iQk7dWfCT9RPJ2wqG1UMf74FLunEHbqjx8iNY6WFG5/sutwat9Pn9uSKzXHn7DvsZqeo5cyXncLZyHgaqGBGmNffeJ9zl52tqK35aoBN1RPnrfbYNmJ40igfdRenZJ7vvM+TEk4rlF088KwS4oKEgRItG9J2SQjHNeKWSYYcVCLdP6IW3n1XgMwqF1eLG5avcLLohCtAsKCq6K1jq83lsYJtSGsJ8wPNPl2hHxFBG89pLic/FY+dmtc9gf3KKTMnDZ/Owhcvnawbn5FAi03re1Fq1zqI3BtuaxaRoBG6My7HMMzgLp3VaMTWWWVxh24gwK1IqDPQgMACcOleGeksKJ4JBM3NTG4H4DPPj62qcQ69EekOb0ScKtr+GH5jKR4SVMEW+GgLgf8Q6GZXE9kZ5SBeEzcWqI5gRsMMpxCE2mk3VE0GONaVmmwLdJBCcEou5gTt4SJlzfs+r7goKCghkE+TirNCh+FsDQ8o4u4ddA//4knnTvmmKI9pxQiHZBQcFVICI92bhhwgf3NQ6t5meHgbaTrmb2ENap1PwSBPkx8rOXZOLZdS6cnz1EXTGcU+IIXIYcOAD7VtC2Srg3lcHGk2rDmot9bBR7CkEqF6Lba53QL7F1geDVQaPWlQFEGK1zmtowOF+dCCrSCOupqQ1DhHqrFeMijuZTONYErVtctdkS/sGhaR3YR7lzA8qwvXCIyLen0nytcU2kaR7dep15kNb5HrTnI9sSHIfQj0r3BqteOk4AHANISu+kF8dQQt77fP7wFBQUFEQQKZEWIYh/PXyOqTqI4riom/oMsfHuvjNndFpweyhEu6Cg4OLYNXbSdXxTMT5lajw0Fr/36oA3h7FMHNCSX28O50nFU1w7P3uNTHyIa+VnD7HdMOQAWHEXnWywELhGo5PWGHxwb3C3OTbyvA6tiJYeq82oJFcOl6gU1lrNyyZS5YF46d7OWl/3VF3AW9dFre9qAydymZSA6IBNMKwTT5eOaOeIa/jcv4pkGkDcb//NiMgSBCYwVP+5Oofr/zqTNZ977f+GPjB3r3t9AEAh59r1SXgqI09NhEIbVlwk9CFvO5BtIW3XN9U3WMvsX+77goKCgjUg0bKEQ/UN+XlJOwhW9xQ0/s3+Auq+gsdDIdoFBQUXg4jg4127KG1qnWDfqBy3Ngb7tlteRPD6DMOzyW1eiWhbJ9gd7CqZ+BDXys/OYVurOdqlg/odF1IptdurS/mlItopHARvmhZ3jrGpr0Po47ZEeiqLihliNL1h1zg4h+xvTkR4sanwZt9gRVn4eSSJ5iFP3TqAJnKXT0GY6tH2BOI6Ah2XSYj10ikbiGk6jnTJFyFnMXfuGy+dJEzkZvu+9MmvMudInDPbD5w/yDdFfLQ6fJcs3ztrh/L3+V0vKCgoiIh3bwKYOH6a87GomH2ZQ28qmZkp9gkyaEtE+1mhEO2CgoKLoLEOHz00o9zLFM67jodakIYJ791V2FrG632LQ+suJhUf4hptNq3Drj2FYiuurBrvgYhwt2EcHi6X32VIpelMWlZpd7DY1CrRrw1jU52Xoz2FnVWZ8ZyU/JzNigj2g5Jd1gna1mF3sGicwFoBcz4vWI91hYdDO3LLPgYMdfwOMKzHmWTeBGwNQv5428ooR/sYYj3ROnLifRHgEEpz+W2EwWX8C9H9m7iqpnY7ja6HyHaQmofeyHAFdF8M2x0Sb5l4nTZVUFBQAAzufv6GocIb6nK1E4SiHOL9Pch/kN7nw0tNsZGrTGYXXB6FaBcUFJyNh4PFJ7tmdsC5by1e7fIy8dowthXhzf6y0uaAS+dniwh2h3xN7GPw2DW9iQgbw2jtVIXtte2o2dnQDVzga02zz8O1jG1NMCtLex2DJSk5nSGyPjQSo9Wtc2gaNeraNw7GMCpxgAGsdQAh64pumHG/qfCwb3Hq1EZusqBigrX5sm1ziKXEnP+LIKsOEW396zBNZk+FyLj+dyftFpjkt9K8dIlS72MRSLtzQZIuXU3tTINTudhRgp4j4eiT96FLeUFBQUGAqm26icTcfS0+I6mvOsu9DulKm0K0nwUK0S4oKDgZIoKPH1rs2mkqEaTgD4fpZV7vG+wah21tUFeMQ+uwa9xR+c7z/bxIMwDOk4oPcW5U8hRo2S/GvjmWquksfOXrO89Fqlvn4A6E7QZwDWEjmpt/aTgIHpoWdzCjOt2nRrStdThYCyuCppFIaFvb5WHXFUMaBxiGtQ7WSnYyIZDt12d4DXi/rh5q43PGV6yvDujI11N3El3oL3kq9qPJMppcS0uvBTWEEwFJpxAg5KPaa7vJ7KP+g4HqUALuU8dH+++V9L2+L0WyC+EuKCgA+j4Q+mgQEDEA9TQZpqtUXlrOTJoe5O8mqWIr3A+dPP4kfcHpKES7oKDgJKyRilsn+PihmcxFDs7kh8Tcg4lwVxtsA+Fuz49yL9UIXgs1PDueoOYQo2yPDJWtETYV4dCu6wOTqg6OqWftIF5KzkCr58JdzReXkguAh8YCogS46/Px29Hz0eLQ9CP+VhyawTlUVwRpEcl201oYMy51Zgzj5TlkOxNtZWZURtDa/O/nREn01JkaIr3WnV56bA7DaHkOSnCpR3J1PZmcgDr+NuBLeeXWk96f3nEOJDtHpGMkPvNZbrmCgoJ3G8zhuQtfW1u0koV/VDAIJlFluaR6Qk6Y9RQT9AWnoxDtgoKCo/Hm0OLVbp447BqL1/u8VBzQh8Unu2aybBERYVsbbCrGwaps99Q863OJ+qWk4ikuRf6Pht+sYcamcrNk2xBQHUmwh5sKUvJNRXjjgLsrSckfWq1fvfUmacd0WUTQtILXh/6kT0DTZCTHRNhUwKEVDVk4h7Z1MIZguL9/xjBe1AYPzfGSfWJCLtGbmWHExUks59ntVE3skLucOnpfhWSHCPnCchxsdicQ9kfbCc7ix14zorW9vcFQ2N8pIjwlEc99ttSTEt0uKHh3Ee4T7FNZwuxdmIcVJ/EhZUxCwjPqmoD08xLRfj4oRLugoGA1VkvF91ajjBNwTvBqP02yUxARtpXBtjI4tA771h7t1n2OSWfrHPYHdxGpeIqn4tnp0H+KbBsGar6cc3gqJX9oCLXDVYzS9tbBCXC/MRotnZAfBwSC3VidxGkyJLu1bpKQKtlmJdvMIFLDNIgblXCpKoN74GiyzaC8u7nfPpP2e6rNLk959M0RvVhGzPFOosJTP6/xmsqpy19/O614Lbkk6dV9Cg2qFJNFunz5Cbbd29RE/1OHcwyaGa5SotsFBe8mCBrNJnQlCInYT0QKRCj6neg9T++ZLiHkqddIuDcR6Okm6guORiHaBQUFqyAi+P03DQ4zrLV1Dp88tLNE2DqNZM9JzqewqRibitFYh33r0Np1Mu5TpVbnuorP4YkD2hGGGZvaoWl0UFAZOkl2vQQHwf5gsd0YJbaOcL+5vJS8cQ6yB+43jIlgMAAl0IckB/vQjCm5iCxOBoXIdtMC8C7sjU93qAyPyPYLKNlea5AWAr9pL8RLw8P5zzweeE0TbMUlz780Ur4EE+XiC8cVXZ5jyCHXdWiSwM+1BSTHcrDpIBUfHuhU0r6Um52TlBcUFLybCNc/jwhzNyHpvHy8NqrCSp8V4m+o6b0u6nvoKSfqC45FIdoFBQWLcE7w2TeHWQK9ayxe7dvZ4FNrHT7ZtWfLnmrDqA3DiUYjD62bzQM/RXJ+aC12mQjnpXA7RJuwNRV4A+yb6bzeS8ABkWwDwJu9w7YmVBeWkrfi8LAXeO+Zfh+cjBQK1jnYTFrAVA70EESEugKoBVpPtp3VSHNd9cm2qQzumfFwaFaX/orGYqL9j07hyfYr1kksJ1icxBoagp2DaZI9pKcdyVZMxYT9t36nY3Q7BraDkdA84e5f8rqt7ngh5mBHkp3rVqaHNL1of/uZ5QsKCt4d0OBN+jgKE4cMjs8/jX777+fu0HSdcqUF10Eh2gUFBbOwnmTPDd7fHFq83s/H6JrW4ZN9c1F3Y05k5c4JDp50pw+hU6jyobHYnaM3X4GnNDQx3jm8Gsib7zaai35tsr07WGxrhmHGrhFspW9kdgm0ENiDgI2SMhHBoRG0rr934fNRP0VGBmhzICLUNYGsQ+MAU5HP2xaYqm/OZphwv6mxa+bVH2nbbTP+XZgoTloJ9PW6Adj5v28w85vMJ0R/oGkWiHEO7CM3OULbXT9T7U7vo1dx6hJu8DlmeffofpJG3nNbLMPhgoJ3E8QhR9vLxw11yhwROKGYnw2E+5K+ifeN5N4WouIEKjnazwiFaBcUFEyisQ6ffXOYJcev9u1s6S7Ak+yFOtvngplwxwZ3tdHax60S73Zt2NBjd7A4uOuT7Md+UDIr2bnfmElpOBHhbsPYHwTnVdqehwC+nBtQMUcn90uXABMSPOwFtSE0Nh+tbyc+PzSn7X9lGASHgxMYZjAJbCsQ06+3rWS7wu7QThJ6J4Cz4o28clFfwLkQwda8PgOoLH3m9Dr3zFslFffsUw1+xmSYpphpBkQEylwvIcKdI9vp4lObImBcQ3uli9kcGS8oKHi30fdxUEPG8Nx1UVGktbBjSUPuBObhfs/DRnHcvbPg6VGIdkFBQRb71uKjN9PkWF3DW+wX5NWt9ZHsy3dxEhUzqg1wD4NXuxatc7BOZqOH13AWn97W1TcBIp18qEij18wEcetyjrcb4NAw2isfi33jIJWmAhxaBxFgW1+QbAvwZt8CALaZfPCQejDEnAHaGhjD2HiyTUSoatJ6265PtpkId2pd3iPbIoBNJwAyedpO/CTBYFKIiGAwXxv7nPPvmHzsKZKdfj/XFBGBodubl4mvk5PH5ZEYC3WGwLFPmHD+nZOJr+TnBQUFbzkCyUYg1yIwxKog89FocQ4wBswdDWN095EYvab0eRH+Hq8OKng6FKJdUFAwwq6x+PhhnmR//NDOGqMBwfhsPm/72mDWutyAz9f2hLt1EuXwIoKHvUN7xShuimscjkCsjSfWuZJca7erZJuARg3urolD6+CcEuzGBrJ9viN50zrsGxtzsfeNYFv3By5TBmjHqiByMIaxISXy4t875+AswKZPtu83FbixaKzW686laTARrCeUzisiiDpZfIpIUJEx/joxP3tJKp7D0oCQJgjtxNIgmjZ3C32czYr2SdnDJnpS8jS5ej5Nsp+CsG61goKCtxzhLkTonjddBQ/91gLYghDsSdJlAa02kbuTxfJg5SbzbFCIdkFBQQ8PB4uPd83k904EHz8sl+Zy3l38qXOJ0u0TESpDqJR3e1dpdUoXEtCJJORYXCI/ew2xHq1z5Da2NYNbRLJ4LbTOQQ7A3Yb1dUO4q09zJA/KBKshzkhErTgcWsa2DvI9yRqgWScXm24xTAAxWl9+i5k1IuxUyh+gZmoMayW6zY5A6iweZOIBIY95vDjBkO5P/3Q7/pc8Jortu7rKuX7NrxsmDayPWEuOKQ/6CoxzxLVsjv4bGZp5dhwId9dWt8zjTMEVFBQ8dzB8XnYMT3eEOty6rBMQJwaNyY2HQCPinX5e8LxQiHZBQUHErpkn2dYJPnpYLs0lonWyTynhdWnMR8CAQyuoKkbl84OdCJx3b3aS/n2CfSHE3K4QHdTX44fw2vaORV0x2ACHw3Udya047Bsl99YJHg7u6PJf1gr2A9MwQ0Dr37bOAS2wrThrgAbgItHsFIYIXDGaVmAhUd4ceLYVgbWCVgSmYmwJY0M/8c7oGXVBqL865VJrfOmvtL71MTiWZF9P1hiyHZf3IV6rlBTVkfVRoEC4S3S6oKDgJPhndyDMuXtiReRVQgJTdeQ6LDpMogoKphVz6gU3hEK0CwoKAGhO9scP0yS7tQ4fPTSrBt2v9ssR76eGE8Gbgx25NDNRT9obINIn32nkLC07FOSn4dtUUhrmrQmaM60P1uR78pIx7sj1JXGqHNsQ427jXbuvmLfdOgdq1RTNeTn/3YYT2d00msZhn0ll4EHIt7UO4vLu3OfmZk+BiLDxedqN03PCQQdSzinJDgi1txvr0PiydYE4MvKR1SUJNrMu4NxxksNj87HX5kj31xIsUVpKCmCviWoHiEjMt+5fh5leZLpA/oCHKPgpd7SSu11Q8G6Bofec8Pw2NL43Bv8KQMcU+ozr8rIFao6WgihxKC9J2s8GhWgXFBSgsW7W+Kx160n2J/sGh/Z2hpU5mbaI4M1+TLLnEKS45siwsHhykOLQOph23qn91hDyttlq/vO1fuHGOhCpQZqDysDvt9OR7Z5UPIOcpP5NY2FYTfNSXDqaPeqLYRALdo1F2zpYALUhbCqG9e9jn4XQDtgdTejEp+Tj/WUIIMHas87JfD50irVS8dx6a9M1GEqGPXdeff6F/egi/0f0z2+Y3AnrJbidu2FBQcE1EZ4oqfTbMMV7abgXhOeSdQIwR7m5fqfLDef74wR9iWo/K1y2lkpBQcGzQxtKeE18b53gozfrSPbrfXNyWaRrIdftNzPE7NLIEcQpme9j4Nznc20YdxsDvmK22KF10YTNQWXkuQkTazXqPfdbDqXMITXg0Paj2teKZg8RcrCDQLCxSgTr2qA2BAZgrUMrgrpibGqOg7KpDD2ideZxGkWZPwdC6bm1l8e88mK5kbX8nJJ+z0XO+wZl3X6E6PZk+/F/mYaQOAmv6evC+4KCgrcT/VuIgL2HylBRszEGgFYCCROB4T6qlRBkpOQiUoIeVHEFzwNXJdrf+73fGwcA4d8XfuEXxu9FBN/7vd+LT3/607i/v8ef+lN/Cv/lv/yXXhv7/R5/+2//bXze530eXr58iW/6pm/Cb/7mb/aW+exnP4tv+ZZvwYcffogPP/wQ3/It34Lf//3f7y3zv/7X/8Kf//N/Hi9fvsTnfd7n4Tu+4ztwOBx6y/zKr/wKvuZrvgb39/f4w3/4D+Pv//2/fxHTooKCW4Vzgs++aSYH1U5kdSR731jsboxkA+Oh/pu9vbqT9hKe8rZyicezlqViVHS9R8ihcTHH38mYbDeNw0NjV+WNm4SVtbab5jg0Lsqyrx3NFhEcmrTkF6P2g6bW6r7qQKvfj8oQtpVBXTFMIh0cYs0vIfDKDM5HRI5xFg/Sx3MVjMesnhJsSpl3BinJjp+F6PkxG5X+ZMAc4U6/K2S7oODdAqX//AXP6X0qSQGqjN7rWxEQ6XgkPE4DwR5OYBK858fCva/gtnD1iPYf/+N/HL/1W78V//3Kr/xK/O4f/aN/hB/4gR/AD/7gD+IXfuEX8IVf+IX4uq/7OnzyySdxme/8zu/Ej/3Yj+FHf/RH8bM/+7N49eoVvvEbvxHWdgK4b/7mb8Yv//Iv4yd+4ifwEz/xE/jlX/5lfMu3fEv83lqLP/fn/hxev36Nn/3Zn8WP/uiP4t/+23+L7/7u747LfPzxx/i6r/s6fPrTn8Yv/MIv4J/9s3+G7//+78cP/MAPXPkIFRQ8DUQEn31zmDT5Eu8uvsbQrLUOr3294ltDSs52jUXzxCT76XGZJ7RKyRnbaqoQyXkQ6ORNOD+dCHaNi1LxXD72FMLAJZR3S7dxaOTq0WwnogZnAxJtDKPyJjj71mLXWDgQjGHUhmFi/4GNYdSVQc1m1D6wMjKcbJ59KkQ3BlxPspngJYwrtrmI4xqhidcBgjzJjisIJgPto6h28nmOODP6g+sllLFxQcHbi0ioSEmzOIExieInSMNN33ckPHu6Otl6ixpNhlJH3It0/Png6jnaVVX1otgBIoJ/+k//Kf7e3/t7+At/4S8AAP7Fv/gX+IIv+AL8m3/zb/A3/+bfxEcffYR//s//Of7Vv/pX+Nqv/VoAwL/+1/8aX/RFX4R//+//Pb7hG74Bv/qrv4qf+ImfwM/93M/hK77iKwAAP/RDP4Sv+qqvwn/7b/8NX/IlX4Kf/MmfxH/9r/8Vv/Ebv4FPf/rTAIB//I//Mb71W78V/+Af/AN88MEH+JEf+RHsdjv88A//MLbbLb70S78U//2//3f8wA/8AL7ru76rGA8UvFUQEfz+mwbtDIn+eNeuMjRTh/H2JvMQU5J9aCz27W2Q7CcVyhybqLqAyjAMX8coTQDsDxbbjQETqSFfY1GZ4+aIg/S6dWPRvoPgoZFV5dFOQWqAlu0bMYQsxKpk23gzNCYCVwYsAmcFlgR1RSA2cAedMBiWrlNTtOkfd/jrxHrbouWzlhDyDi/5OAwGP0vzeVF6SQRCJ7fEkFTPyN7TU19keXKi104mn3xGaT7a3tQyBQUFbxfSqHb6WAn3nE3FXh6uyznnDdFIC3gREQyoV6JQPWKok44XTvJscPWI9q/92q/h05/+NL74i78Yf+Wv/BX8j//xPwAAv/7rv47f/u3fxtd//dfHZbfbLb7ma74G//E//kcAwC/+4i+iaZreMp/+9KfxpV/6pXGZ//Sf/hM+/PDDSLIB4Cu/8ivx4Ycf9pb50i/90kiyAeAbvuEbsN/v8Yu/+Itxma/5mq/BdrvtLfO///f/xv/8n/9zcv/2+z0+/vjj3r+CglvHxw8tDjMRwU92DQ4rSemrQ3sTZbxyCL1qWoeHGyHZwNMOuK/xeA7R7bsNXzx32wHYH1TivT847FuHvT3OSC5IsnPycCeCg82XzjoHKhW3OMyQbOeXaUWjHMYwnO2TZSZCVTE2hlERoWLgrmI/wdFXE2TM8pP+zHyHZXMdJrpgFLuPY9vsRbUTGaUAy6kEg4HvcOm5qHYs15NZZCqqvRSBLygoeP6I6hZKTM2Iezc3Td3h3qQugeAAOOd6uddDIm2Ssp6BbBc8D1yVaH/FV3wF/uW//Jf4d//u3+GHfuiH8Nu//dv46q/+avzu7/4ufvu3fxsA8AVf8AW9db7gC74gfvfbv/3b2Gw2+NSnPjW7zOd//uePtv35n//5vWWG2/nUpz6FzWYzu0x4H5bJ4R/+w38Yc8M//PBDfNEXfdH8QSkoeGK83rfYzThev9q3q3Ot9629OfOzFAKVtT80t+bwfZsTE+fCEON+a3TG/oJDgVYcPn7TROl128rsRFEOOVIFaMQZUFOyS9VKty5IxeeXadq+ZJ2ItJ4q5WqoqqR8Y1SuH9zKA+EOyxwT6ZAkkh2cbEcEkq5ZG9tv49jlB667qfx97tLqpUrGNxNkO7Mykcr4Z/uGMekuZLug4O3G1H2zN4EpQEX9ShhBnGWd3tcqnxnE3G+TiWKVDHOlCc+C6+CqRPvP/tk/i7/4F/8ivuzLvgxf+7Vfix//8R8HoBLxgOGgIFcKZ4jhMllX3wssE6IKc/35u3/37+Kjjz6K/37jN35jtu8FBU+JQ+vwaiaX+uFg8XBYR0pb6/B6d5t52QHOCR6a65Wieo54DMlZbRj3Gx6VzzoFzpuINU5zqQOa1h2Vb59bVEQQKtEJgKaVsw0wrXU4LOR8W+fQ2LnzksCMaJbW+4YIVWWUbDNhWxFqo8d6NLDrob81EclLyb1RGqNzFD/1lFl/JI+flhkZox21vQHm+Lkn2NS9Pcp9PORyh4hXQUHB24VeSS9ofjYBMMZP8CZcwiTPRAGitjyorUxihJY+q5k7r5GK5yo9FNwaHrW818uXL/FlX/Zl+LVf+7WYtz2MFv/O7/xOjCR/4Rd+IQ6HAz772c/OLvN//s//GW3r//7f/9tbZridz372s2iaZnaZ3/md3wEwjrqn2G63+OCDD3r/CgpuEc6pg/gUlkh4ChHB6xvNy07x5tBeLEp5WTzdQ3JOXnxJEBG29XlycieCfdOR1oPtl+Q6NOvKtDkR5AzS3SDlwUHOSoNoWnUVn4O1bpX3QesAsEatc7XbDRGMIVSGsakoysk3xqhkcYjBJh2m5eQVs7qcP9IIIZVbHrWe/xsHsivXyZr2pmQ7kGvOt7nWbD8X2S41VQsK3i7E65y6exlTf2qNSJ+9VU823lXE0PuxRMXM0DMklAnLfVdw23jUe/5+v8ev/uqv4g/9oT+EL/7iL8YXfuEX4qd+6qfi94fDAT/zMz+Dr/7qrwYAfPmXfznquu4t81u/9Vv4zGc+E5f5qq/6Knz00Uf4z//5P8dlfv7nfx4fffRRb5nPfOYz+K3f+q24zE/+5E9iu93iy7/8y+My/+E//Ideya+f/MmfxKc//Wn8kT/yRy5/MAoKHhkf75pJ0mmd4JPdNAkf4vWhnTVSuwXsfBT0FvGUk9FXrMiVRZCTb6vjCLd1DvuMGqFp+mW+9o1djEI3rWSjvTlS3bjTyPah1drXc2jb487J1vsK1DXHGtsBIboRaqvWNePFxuC+Vml5iHAHpFudqpNtSAd+aWkakyOlV8CS0iJLeIkg1E0YLJX8mm8stDGdp50uOjASXtxEKilP3coLCgqeL4ZKl3B9V9S/pxGAqurP3BGo9+xy3uCR0CfkAGJJxjRPu+B54KpDru/5nu/Bz/zMz+DXf/3X8fM///P4S3/pL+Hjjz/GX//rfx1EhO/8zu/E933f9+HHfuzH8JnPfAbf+q3fihcvXuCbv/mbAQAffvgh/sbf+Bv47u/+bvz0T/80fumXfgl/7a/9tShFB4A/+kf/KP7Mn/kz+LZv+zb83M/9HH7u534O3/Zt34Zv/MZvxJd8yZcAAL7+678ef+yP/TF8y7d8C37pl34JP/3TP43v+Z7vwbd927fFCPQ3f/M3Y7vd4lu/9Vvxmc98Bj/2Yz+G7/u+7yuO4wVvBd4c2lnH7U9262plA5qXvb/hvGxA3aUfmtuVtT/lHeWpJGeVWUe4RTR3+c1B651b52CtQ2tVbr1vHV7tWuwbh/3BYbe3+PhNi93BadmvRpc5tLp86xz21hv2URf9FJHJHOrWutVKiGB6NhdZFxG0K4j4aD3fFwAwzNjUBrVRR1ryJDgFkQ7m3ruvcL8x2FQGNTMMUSSjTmR0rXcEeywTD4O6Uwj3McuforQQAWiwM3PNDMkx+ZFxINeEIPWE1s+eaXCK088RaBr8Bfqy8jLSKCh4Xohx63Bv4TDh59NZfNlEhqb49KTkvZteV3fQgEfPaaZQ4aOTjxc8D1y1vNdv/uZv4q/+1b+K//f//h/+4B/8g/jKr/xK/NzP/Rz+v//v/wMA/J2/83fw8PCAb//2b8dnP/tZfMVXfAV+8id/Eu+//35s45/8k3+Cqqrwl//yX8bDwwP+9J/+0/jhH/5hGNPVEv2RH/kRfMd3fEd0J/+mb/om/OAP/mD83hiDH//xH8e3f/u340/+yT+J+/t7fPM3fzO+//u/Py7z4Ycf4qd+6qfwt/7W38Kf+BN/Ap/61KfwXd/1Xfiu7/quax6igoKro7FKTKbwer+ujBegUttbrZcd4KTrY5FpjvHU84ahHFhrBftWibDzOmYHwPqa07NnpDJQGK9tts4BrWjZr8GK1jnsW19dWQS7Vt1dWycQ6yXl1EUSiNQFtm0Fm3r+YIVJgTlXAxHNLV95iY1gBWDr4r4aVkk3OweGwcOEseGm0uNsDevxEcHBdiSbcJzJWSD2IRp+ea2IL9t1xBri6+WEcl+hFdBUiS8CILFOrQDZHQn7F8n3VI/nvuxtMf/51PKhWyuaLygoeCKMotmpdDwhwiJAbfqT3IxONg7od8FHpBowMyYl6UE+ToNoecFtg+Rc55eCHj7++GN8+OGH+Oijj0q+dsGTQ0Twu68Pk1LYQ+tm87aHeLVvbj6a/WrfoklMs47Zv8fCvn3amt5vdu2sWdcloc7WAmsB8aWuUhptnUNr1f3aydiJewoEoK6ol4+8rXgkqdsP8rj3rYtltXLb8f7dYAK2lUFV5Y1n1vRVjtifJdQV9wZmAYfGeofzsdlZmEATUaPDxlmIUwonPrJ9ygAgRGmWCLc5YkAoAp10mWgw9HfpfVQspOQ7CTk5cb6kjnY+t70Y1aaE7E5Yk4sA4uadyyX5LNTPHU685Ha7DM4KCm4XUY3i7xNs9J5XG/XLCOlKTITPua9R+efT1pdrNIa1cgQRtrXBp17W+OCuxvt3NbaG8fJOGXfFjD/4/hYvtxVebg0+vN/gc19unnLXbx63xMWuGtEuKCh4Wnz8MF3j2slxedmtdTdPsvdeLpyCqJ8HdQt46iqYREli64WREmvnZLGucYjQts7hYb+elAo06sxVVz3iYB3uiDsXahmX7DKs601tx/nWnQCuaVEL+xqm6gQe2l4i0M7LxS91xbStA1c8Iq5VxXAAjAis1eMtCJJvzUN3TkAQbH2oRKPSnpg6nYgIZHHNWRGi/7hghDtGaVacl0OSHfskYd8BAmfj410UakX8XAAJZDsw7kQyHrfFeVf7fv/6ETAG+qXdUIh1QcFzQoxi+zfGk+o0DUQA1IZAiZu4APE9QaPfoSCmdaq4SYcITITKy8wNl/zs54ZCtAsK3lI8HOxsvexPHtrVedmA5nnfMqyTbL3sMoAdg4lWuXWvwbHEeqqNthUYw7hjJYatmybDAUHiXdeBWGuqxMYXI7UyplKGyEd1l+Gg+0SGlLBbjYi2rYuya+Zx7Wq5MMkG/MSCc6iTtCnAD8KI0AKoKh+pdjrBELrlGFF6HtZx4okpGRgE0i2RhIfTY4l8sx9pnhMhj23Bu+9mv9UrOUabMci1BoFIkI5QNQ1g2KlugBuIcnopjPZXEyzHU2ODHG1mHx1PVqZ0tJ3ZmyWUe1dBwW1iWK4vcF99LnT3WgJ8brbem0gzW/oycvKlwAD1hqA+066MSscBJdolP/t5oRDtgoK3EM4JPtlPR6vfHFoc7HoasG/s6jzup0AsN5Yhj7f4SHrq9CoehtOOhIgSYdvKSLJ8SluHpIQX+bJVxnjjLu8CPtXdFgJ2LtYnbZ3mNFeGYTPn7LG5ba0TEIsnpyoFF2jf/AvNt2OKeXmXkosPYR3A5Hq1WAGADSEUBGci1DWBWC3nXj+0aFqLIWULkkbdjUC6ARaNuEgyadJdVrrPaQQ7yqJ9DnefcB95otOY+PbJdDht8/XChQnk+vnZDIKjpMMpe02i4Lm+xD+CaJwm/a97JcEYwTk46dNg+d6+XkAJUFBQ8PgYRrOD2ompn6pifF51mn4yfASxV0yFdBUAvRvGtuI4sRvaK3g+KES7oOAtxKtDO6nAbKzD6/2cfVMfzgle33g0e9fO1VO+vbjQUz8mTyH6IXLdtnKxaDgAHNpp928mAhtCZTQ6HUj3cOutFTClEnIBIW9AZiUwoXX7IABsK0Cl8u3cWiHyLdbBWfEDr3Gk+xIY7iugg6/a24KnOevWOtQ1YwsHEYI4jBQHMb+QCCIU9wXGk25J8+ppFMntnwrdSFG8BFI8c+6R59xhIYAdgdjXEB8sp07gMr1+bLuLfAekZLvHs8PrVBYuGC8U2vFEu9824JJjwkZztpcQYlZLZ+Ht3b0KCt5t9KoEUPdaSXY/ml11zLv7fHDvTktPGia0zmHjI9hMhLtaVUw1a+pQiWg/LxSiXVDwlqGxDg+HPHUREXwy40Cew5tmmrTfAqzIkxqLnYQnDmkfU+LLOofGAs6dIgqfx2F2gqQP4yPdFYuPdHfS8EAOTVIu5cHLu4cIBPAYAtOKQ9ssR8Ot9RF+AciK5t0xRhHocyDQ36Q2xrvQ+ig2GIfkOrBOYs3umNfHUDLto7450m0AGKPSco1O65EyIC+N7q/bPySJbNsQKmYfoe6MymaPOQvIEQzlFQyLp0qMGPn860FkPMehNYrf5WK7EGkeTCiE5odycPKR7NSpHIOo/NTM2pBsz52TvcmNiWUKCgqujxDNDtBodiiR6Jfxk63MifqGdNIvpNqo7wfF0ophPWcF1dZHxLnLz07ztAueDwrRLih4yzBHpN8c7KQ5Wg7PwQDt4WBnzc6OCF4+Gp76OckLHVCJtJycc70GrXVojzEJ8FCJshLMGt6MyymRY+kivW0rMCy93GRACSj5Ac6aa0FEYK0ehcqMzcjS/Ull9ALoewdYZ5V0m37E+aj9BmLkg5iwqfq1Vg2SHGdfUiyAQVH6ToQ4ISFCUQI/JN7sR5MGiKQ7dgSYJN7ZvkdZeRcRztcp14s1f80ed64Mmwhlv+I2/GdpOTCBgP0i2VPDf2ZC7ne6rYSAh5/l3AnKVEV6Y7ewgoJ3EtloNvVzs8P39UDVJIJoghbuRJzcjwPhbl03qVsbjvnZmyghL0T7OaEQ7YKCtwgPBzty3Q6YMgubw60boLVOJvc34BafScGZ9CkHzyZjiGadrwt9ZQmDS0pPnQvWUAIMgIoIVaUR29b6fG3uyHcaUTUriba1XZ3sYdS8t8zMMYuk2wICtyrKPSTWw+h80zps674xWlVpVDtMDKQwDLjB5R+iMLGfE8Q7Jd0ScriniLc2BBF14RX087jDAJUlprjHtrqcx37utBLz2cM1QiohD9s0pA73oU67Oo97QkyJk7m/OCPRHfzk4tvvRej9jsbMhKCacN0xGnfSc//0GB23mwUFBY+IbDQb/Wg2CL7eNfWWJdL7MBDuOfocCPPelX8mWHEIj4c0P7sqRmjPEoVoFxS8JVgyQHu1P04Cvm9v2wAtlCdrXd8lOUTKgjvxrrXYH0LRIwUluaapoUn3l+Is9VL091Q8ddkxwxTNwqxzaJrzjc3WIJifXWNLrQiMaMS+MozK6ECoIs09tm0XHQwGNPnIqm+vdb388VakFzUHfB3wI37HEOV2zqr023BXi9UT0RyxHsJBCX4asTekxLHNdCct9zWFJeItnn0GMpwl3j6kS+iczjvzNAn/hXcx0u3CctyVuAm3nx6pnznU4VoO12/4ndJdJj+4DcchRKNJEM3Jwn0g7Wd3ULSjuXzt0L+hY/sa0zNOls/u28x3BQUF18dkNJuHTuPqmTG8hQ8l3+zJc7zvJ1+HZ9QwP7uuLpeGVPA4KES7oOAtwZwB2qF1vfzNNZjK835sWE+irS89FOoCvzm02K3YJxGgHWV8ysQoegyCSm+D/JW4I+DH5DoPsUTyrg3DQNsowb6WPDyHg10u23UOmlZQJYFe5wCqCBsmNHDYkn7pRFAxsG90EiZETcORUJI9Pi7WCqpKf3fry5CtQRigESUTPURggXdZP34A1TjpRew1qi4jUpZG8Z3I6gm3IfEO8dYo/U4vo0g8lXgzOldz3d34otfWEMHZ3cG72otAwkAU/TxpGrQ1lQPO0Gg1QWuhm5Db7/ToMHQiRqibVFi6JHqEPEO247YDYR+Q/bSh4eaGzRUUFDw9IhkO9x8fza4GkWsl2fpBvFeB/P23uycQcVRIMYVK2qoOEgeYirD1xDrkZ29OeE4UPC0K0S4oeAuwZID2an+cBHzfHpfLfSlYEbRW/znvcp2L+jq33gDtxJTYCIGPQopopDDZLIEioagM9Uo8LeGpFGCacyw6+XKlyPIUWueufl45qAt9OgnSWAfDprdtdTQ3cBlZsrUWYggM6pMo/6b2NZOtCCpKyCPF/yEZj83m1AUjN+tsPH/W5uAJNH2i9oOw1joQVF7YTBxnw4T2TKXKmIADAMXItYigykxEBVO0KE2PEWRJchZJE84BONbr3LCL7YfLfrgHRIC1Yx6vEWst+xUF43EQLDot4ZnwMVHjbgIBkWyHbffaIH+tCyYnONLtTk2STL0vKCi4PoZ1s/VeFYxFu2+YKN6P06FHiGaH+wYg2BiK99E6ZWOkaU3bilEl+dkExLYLng8K0S4oeAswZ4D20BxPmvdH5nKfipRYt86tjvA+HEEQrzn/K9DSVFYETRu2pw/PJeJ9TjT8VLStw6HtIthrDcEugWCw9hhoWqcDk0Q63FibJToVc6+mvLp1dzLufkixGyyJ4KQo9BQC4SanJHVt261T07dgCAdov6yz3ZxQL8Kqed/XUFOkOdYqix+T8TU4NBr/tlbvCeKZt0BrpAd0knIly+wl6DF9BMkkClF0B9ffVqLEPZYuO+KYUNgAdSZ0gE7sOZdZlkKfB99lNjtH+IuEvKDg8dFXJHV/02d8IMLDaDbChKx/DT9BH2TgYbI+wLCOKV5uq9hOxYR6xoyz4HZRiHZBwTPHrpk3QHtzpAT8cMXc7FOJdQp1q14vPiYiLw19JEIJ8aRS3xtQNuJ9rdzvHKwV7Bs3OgaPRbSvmZc9hBOVprdWUFfdMd633ml6MFAxTGDbuXXbBXM9ANg1DsasjzwfA4FKwq2zKilfURrskKnvbSqGm1B9GFaTrqtmLpxxaLSWrP6OFXPPaM4lx7wzufPb8+7hwf8gSj3j8rqYFc3djxMTRIDTmHastz3DaIc/e0grCfezHHlO18sRaySby0bGCwoKngRpNDv85ZBClkjmYhnFAAqycFIzCnTXNBNF8zP2+dfh/sCs6p37TcnPfhtQiHZBwTPHHJE+1gANUOJ+SVhRmfKl3Kx3J5Qbe0yiPYSF9CLexhul5NyrLw0Rwa4R2ImJCcOEafu8y6G5cl52CvHsqRVBlRiXhdrRKfkOqIxGtdvWLfbTOjWNI4er/oYOWk9VrIOp5kl9Y603OxsYo3nCOgyDEhEqxlXNDs9SbJDuO+DJdHLfCLsSPkoninq5zZntG/LRbO+61suvZ6gTmzifY75Q8zuBCtCpI/hBje5ypBxd8Lww6YKCmwYhIxun1MisW64yXc3sdJKPmDplnZ8VrJhhfIpMeCZFok2EbdUR8ZKf/bxRiHZBwTOGOoPnqcEpBmitdRcZfIfyTYf2uOjzEtqFMkpT4FTb+cSw0BxpWGC3d6gMrhIdbfzvP3e0wgDimuP91p1WL/tUpJeDdRIHKdZHSI2TkZrAMEGavsN4Dk4kns8240B+DbTeFGxKTq6GbEoMh1/PlTBb40J+Ds7i2YRoRBfywYMpokhnkHgqtFzOuAFmAhyjnUuoziCUB1OTO2XRmhueXz7mdQMxeh5yvEtUu6DgdpDeUkPwmllLBaZO41WUdVNcBtB7V0Uc74cOakERPCxS2XiMlpNGs8U/X7YlP/tZoxDtgoJnjDf7aWpwimv4Q3N63WwRQeNUItxckFyn2DenDTt1AH3hzlwAjgS7VkCtPrgvQbqnZOI5kHdPvxbZkkfMy47bTPa78fnLRNS5iTuHDffrTysJn59yGMrKBdN1tS+NOTl56JODEtDUpEwj14R24lZgmDqDsgvi3CMibjwBFKoOyAzJPma7dchjD23FdG+CgaCV46ag+uZomgMe87in+pqS7YlFS052QcHTIC3nlVY6MN7nIo1AB8n4sBLCsJZ2/IzVH4IHs6Pso933m0oN0Wo1RCv52c8XhWgXFDxTNNb1TJzWfjeF1qpR1rFonRK7xrmr1oVunUMrp7Hlx8yHPgaB/wuAVhzaFqBWyVFVYVV+bsCSTHyyD1ck2o1dL7+9BETGEnXnBMQdWbGikekQRRARtNbFgdPUKRwi4r22Jdh0PQ6GcnI36JOzDqbq98gYBlnXFaUewDBFmfalQGdQ7RCxZgAHT671iwv0K5OfLz6lIPFMA4nmXB9TH73rZFcTd6l+do9s+9VzxHr4WSHfBQXXRZZkQ/0t0rrZIdJM1EW/GR0hJ8KoxMjGMAz0fpRGqYm07fvaRBXPXa2tlvzs54vyyxUUPFO8ninZdawBGgA8TIW9JtBYwSe7Fp/sGhysvSrJBk6PZgPnyViviXGJJI3INs7h4eDwsHOrzLla6/Bmb48m2YBK2K4BlVk/Lh3Iba5xEvO2A2xCLJtWySol5jRDWCfZlAUHrPp9Lo0WOrk1rCMfJhGG2BiepL7kjfouiXOuN2sd2lZG+xIny2Ybn/4utxp7d/ThVyEKxdFGfR1Sws7w+ZoL64eBPGc2RROvCwoKrovcpRsM0IyXgmteNneu40lOtl7XXkaetkEENqp3CUapKWpDeHmnMVAt8aUTpyU/+/miRLQLCp4hWusm60i37vjcbOcl30sQERysYN/YixibrYXmoZ5OaMwjO4+vhVkguRYODw3AjWBTEarBrLa6ectZUv1ANi5d7qk5wbTufIz3QYAR4W9FYEQJuE3W0Zzm/rEQmVcJPHZUO6C1DhYCcdRLN3BWwAPDN6LOyTsHvnS+9gms0AngnN7XxLfRy1kOudpH1rsOyA1TU+6uJc+69yQakmYhCK3PCQ95laH/0R5iZv0Q2WZWj4EiIy8oeDpMSsa5b4A2chlP62mzknGDvnR846VTzEBdj+/T24pxF8p+eUl6yc9+3ihTJAUFzxCvZyLWc3nbUzjY+XVEBPvW4eNdizeH9lFJNgDsL0DactHjpwbzOH8rBwfBrnV4s7No/SSKE8Fuf5l8+EvnGSsJfHxMnZZNRnHRtA5NhlgOo7vtgvw9rdv8WLDJBIGFSt9DH1qRbH8MM+Z+ZsM0VDiejGMcx63T+u6tdWja/rEethNqm1/qbI210v3rfmWezimYsO46DQh7EdZbfVxXLHt7d7GCgrcHOZINqBFaaoDGpM+KYflATnK4MWwD0ElQUUPOYWoYM+G9uypOmoYo9rY2JT/7GaNEtAsKnhmsk8kSXNbJZKR7DlNE1nmCfWhPq3l9CTh3XsQ2wBjCGV5vV4NhQrsyR1YJt8B5RUFFl3Erry9Y5ku84/xTYOo0caL/SycU9o1FVY0NZkIUwTrxednL+yJOMMtiLwwZ7KgDNG+b1JncOQGbwQgQAsMMsdMlzC6Rrz0coE7BOt2PXo754B4zKu3lcxidW0h+PgLMFFMJlFyrOZwOmhlOC2xH0uywbtsh+hwOBfP0+ZmuEyLhaX53Lmc793lBQcHpCAQ75FjHz0lv78HHQyPM/WdHnJTzRmfdF93ryjCMJ+rbjBS8Isb7d3VsJ5T9CnnaBc8ThWgXFDwzvD5Ms8VTnMZbOy6/JKIR1H17XYOzNThl4iAHYwi4RaJNpOWEVkBEcGg7GX0DNUmpz8zfooRcnovHNkBLMbVlJ3rsQt1S6yPulJT/SlEx6TIrJ3geUz7unGTVAmqoJ5DWAcZLDgdlYygQ8Ym8cjXnOa++9nQ2uO+/qGnbsAc2c94Eg6F0WQ5O+Zk+0oS2mmhshBZgCL1JpkC2RToJedozxjopefie/PIkGhVb9HMc5mpfbk6hoKBgBjGaPbhVcJSMd3WthwarYZ2K+7W0UyVdnaT0bDLk+YP7GrWPcqtUnHxN7adITiq4FMo0SUHBM4KIYDdBpp0IdkcamgEYuZM3VvDxrsWuub7B2RK0HveFiLbP0741LOVpBzgR7A79uuQCrZf+cKIR2in9mMNTGKClyG1ZRGmSA2C9M37oo3WSPcfJKwXW7klo+zHgFo6vhV4zzcQEFfuSX1MYOuEejYlRhYiS6XYioj6lmMkRZMMz5m7ruxTbH9qhBTM08v4Fw0YJ+c/T7yWh5zGqjeVofyqND4P+3CqXlNAXFLzrCCR7eGskAqooGw952bk7ilYqSO9XlMyaVdxFszeZ+xeB8KmXdXy/rbSOdolmP3+UX7Cg4BkhGgVl8OZgVxv29Nr0snErgle7Fq/2zZPJxIdoZ/b3FDzXPO3WOewOdlLG7CDYNQ775nQFQsXnFGVSPI0BmsJJPp6d9khcP3IqyBPX0NYxR+TEynNHwUnfvG1yOQD71sJ674XhXizla5/jRJ7Lz7ZWyf+Ut8OcEjxHtIOEPLv86p52yAlCAslmmo7Scy53O3kfrsV0wE1efjrb0eT7MPifGqwVwl1QcB6mItlEQF2F6gOdKdko4u2XrQwP8rqTCLaPZjOCH0a/kfsN4eVGRcacTHbe1SWa/dxRiHZBwTPCVG62iDqBH4umVXnsQ2Pxya69SC70JXG4cK7vpU2/LoW5aHJjPYFe0U7rHB4O9iQVABGBj6jbndv2UxigBUxOMCSfN25sHpeLwIec+WPIpkM+On5JHJM/7QDsWi0Plxp7BRjm2QHAUuQ7h+Fg1YlOli2ZJ8rMftEE0Z2aGDppLm0qMk2J8+9M9Jqp+364WGeM1n0fo9STbY6/irmjx+1CQUHBDMK1liuvZ0wwNmMwAZuMpwcQcrj7cvK0TUMco+CG/XN20MyHL7adCZrfjhLuQtOeO8ovWFDwTOCcTJbt2rcuW0N4Ca/2zc3IxIeYql18Dm6WaE+M4vfN8aXazpGTn5MK1rZPfP5MbT753NqxqZ+gX9bKus61W2umrjtn1G/tesdAVkazh+s0TtC2LhOt0Xztub3jUfmaeYTWlmTiQyxNI9FUxDk7ghnnTi4ZBipZnvjOr29mpOKxjZAX34tqd9+nUeolsp1+ni5Hyb+ZVQoKChaQTl4Nrx0meLNRjtHqSRUNEapBScUQsSYCtpsums1MXk3ULW+I8bkvOsusEMXeVnxz47KC41GIdkHBM8GunR5mH2sY1jqHj98c8HtvDjcjEx/iUrnZKZ5LnraISsHPqR1+ipzcZPJV16B16wjVNTE10RQiisEALSfxDvJxESWHKbSO6UqyfcX89Jz51+I63gSu9SZ6w/OAPdmew7hW7Ax4WSY+6qNbNs9jGv8CIdq8NIhZO8iZLkkWBsw+x3KWbHs5OfqLDXO14+sZsj1UB6TvYxRusrcFBQVLmMvLriuf1gU1HJ1SNzGCAVqmEag7ecjNZr/c8P7w/p3BtlKiva1MvN9ua3NSOmDBbaEQ7YKCZ4LdTAmuY6Keu8bi44cGr5vTcrofC2tLXh2LW8/T1jSA9Y7XSwhy8jWkXaOcxx8f+9TRbMw7M4t06oicxNuKfpYjfcfkK1vMSNjPwCnR7IBuIk00P33QP7Ni/3I5heM+6kTDsSqUtbntue2zL6VziSt60aQsEHta9lTQUmD9azp8notURxKd04vPbmeabN/eXa6g4HZgkM/LBlTZxX7S2RhCNZNSxTyerAwKGYJGpYEkN3twbzDEeP+uihLxYH5W+8oRT/9kLTgXhWgXFDwDWDftvj1VA3sIJ4JPdg1e71uI4GhJ8mOidesjYsfiVuXjlSEl2YfL77ugk6EvEcHNkcfHTpSbenRMRrRXGqC5acd0zdNd97hccgU/Bee0GaPspI7krR2fA4Z4MR+7MtPyaudN5o69o4gsy8YD8rmRNDJGG0eB153PRPn9S5XggWyHmtrDEPXIvRxjYp6Tgee+m96fcR+ncrdv805XUPC0SEn28BqpqhChZhgmbAYGZykY+rwc3jfC+02V5GYbyqa7vNgytrWJOeBVINw+j6tIx58/CtEuKHgGmDJBA9RdeAmtdfjozaFHrs+RJV8bzRUjpJU5TR59bTARdgd3cuRyDRrrsFuQkhPNz+AP0d7MhM2Eo7XD6Jjm9n8p/SIrD8z14tKTJHKeV4GFTrIFwumg94NhyohhRrWwf5Xh0TGwVuu6nyIUOWYCIRgODT+j+F3yefL9EtLfa0rtkn6sxFnvIanr+Nymwv0mly+ek4inRHzIxqei1SG6fWRQvKDgncIcyQ73GCLNx16j9KHMs5J8ilrdi2Z38vGwbUOM97ZVND8LudlEwNZHtp+wWmbBhVCIdkHBM8DDBNHWSPf8nfihafHRQ9O7YWv94Ev28LJY2qdzcIzB1WPBOUHTyKOMip3IopS8rtZ1RMtN3TZyKQhDibeahi1H+6sV+dqXnnaYK321FuKk1+tAtu1At23MGrLtJY2iBnhhEmDKKGi2X0fuWC46HU2HuMvXXkN+s+3zVM53vyVO2O6UCdrEFsAgP5jvt559P7UfmUmF9P2QcN/W3a6g4GkQSTbyJHtTdWkytelLvEdtkUapR9FsP/lWV904o/KEO27XT7i9tzWoK4OKCJXhKB+/r028193YUKXgBBSiXVBw42is67kip5iLdAep+Jv9eJlbjma31mHZHuk8rCWSjwHnlPg6yMm1i49FkJJPGaWtlUpfU3lwLHI9ERHIRBKwGziNDz/LYU2+9qXdxy9hsBYi2ukvGiT1ObK9dBoSNM0hyL6z9aQXcIxsPG43G9VOZOMcjIZoldt4DmsmDELpnfgenQnaLKtNcrWjpDyVkQ9l40gI9woJ+XDd1FH5du54BQWPj5Rk5y6GuvIlD4mxqSi5d2Qm9zD9jCQm73uhUeoquVfE/GwAW8O42xhsDYOY8GJj4tbuk9rZ5bp9/ihEu6DgxjEnaZ36LicVT3ENR+9L4fAI5G1NZPIx4ESwO3R045hSSpdA6xx2h7GMGFiejHBnSpofA3N5w2GfRbpyXmsIcqirPIdLuY+fY4KWwiGQ7UH70Nrcw8mWyphJsh2k4qm08tqy8RQj6TWhF8kORPnUwU1wGh5uY/hZMEZLc7NTOXnu/iJIHcgpSkwD6Z4j29nPV+wPoZDtgncbQ5I9vA7qCqiYQeiT7OnrkXzke/ydoVAHu4t6BwReTkR4sTWojbqZbyvTM0Pre06Uq/a5oxDtgoIbxxRZbici3Tmp+GjdG078eYy+aR7y0z7ARAS7vetF9ZjoJAnuOXDQiPpw8sUsEMpryvtPwbA3Ibd5qpcuLJM4jYfPllDxOFd5uO1L4JLGalPkP8jIRwZp3I9sD6XigJ6vlTntnD31ECmxHpDtgRlaNV+Fa9DeeMnceZ81IeN8ucBAovOdkGS5/jrsDdlyA3gijOuJH3HYC+EueBfRq5OduSRT87NtTb37Qfaa95NiOVPVUC4xfFeZfnvhPnlXG9xvqjgGee8uiWZvqkGbx+xtwS2iEO2CghuGyLTb+C5DwF/v26xUPMUt52e37vqy8YBgVPIUyJHsgKeaADi0bnSu1RNhTRG5irv2JeFW1Ge2bhzNn0rTGKLiacpyKb3IJY3VJDFEGyJHtlUmr5FtEa1Dnj1fiU9KxThWNp5iSOyH0WNjTitTF9ujXDw6/8lcKkGU1A8mLLr1xyP/QLgN56XlxJnPVuxT2udCtgveBTASv4KcKsUANRMMm4FcPGBwX/HKEq3AMLwH6QRsZ4Cm989eX7yC5f1tpY7mFaNmwstNDUAN0IaTfCWi/fxRiHZBwQ3jMCPxTiPd4vOx53K2A245P9s+YpS0mohGPQbm3MWfMtJ+aF3vvDITkdtcvemnRtofES3VtURUc0Zja8ktecOcHGW5RJ72pY3mLOYl3g7I19lmVun5xHrEiOZBq/ty5rFJ5eLd+77cUqWgp7c/HvCOf+mQBz5H6oOcnJMG0quHcwwAPsfa59UzdduP//yLU0hzIdsFbzsMFkg2A1tDMCZPsuM1FtqjbgIup3hhVtl5uBUMJ/LDOtuasd1wVIx9cF/HZdLc7NCHguePQrQLCm4YU7Jx5yWv4fUnu2Z1Xexbzs9+7EpRx5CDS2G3UCc75H89FRrrerXZc9HKx5wQWYMhOVwTzQbyZm5r5eOAl05P/Fbn5mlfKs+71yamXLUVFtL7bZ1X1BiaLn0VztUw8bAqAHOB63xYVieVVZPvzzlpGFPEergNYF3ePoAuHzs0kLSV7UOyDSXeup+RZId/x0jlJ14XFLwtWJKLEynJrozBxuQi2f1rndFdh1PR7I1hGJ9nbTB+LjDrZ3cbRuVJ+cZwlIpvkxravYYLnj0K0S4ouGFM5cEGsmyd4JOH5qh82VvOz14r270URg+2K+PQuFWKgsdyH5+CmqRZiMgoH/kWS3oNo9nhPJo7m6xT+XKOUx9zGhrO1x0/V/Z9SefypNFFImwhsK36P2gFAIUxYzI5ypUmQm3G8schLrFrPCD/gcCGUltEfplVLuK5z3JEPY2aD/rDg/zO+S0iOKMrEZjWf6dkO77nfmRbI/DL4/Lc3a6M5QveNiyS7IpQVyaW8JpuxUu+E4PFnNO4luaiqLQxA98KA6Aiwl2tJNuwJ9m1ic/6+40ZtTvnA1LwfFCIdkHBjWIuP7tp1fn344fDUcS55Gf3YZhgHmmo2bRuNhUgRcX85LlZVgQ7X/5rU3ePilvMzU6PlHOd0/jcEUwVIUMcS5INj0noOUFbJ9Nu6edgLk87xd4J9s04ucFwXyZN47FhXG5usuic/OwUw1xqHrwPZPbU+TQeDNRjBBn53EnDYwI+DYmycp0UWEe2Kf0wfUkqh52aV5jrVhnOF7wtiJf6BMneVIRNbWL5rRziBBb617nJKHYYmmttjJeVG+4qEoT1mFBVjK2Xhr+oDV5sKlSGYnS7ztykynX5dqAQ7YKCG8UcKXs4tPhkwVk8h5KfPcZjmKJZ62bLtOXwFLL2IbT8mAWji/63NyYbHyKdCJg0/xIgxLtznPqUaHTF3IuwnpOn7a50jJfytAGdgLBO0xty16TxzrqMaTk50OVtD4nfJUvCRYIa+mao1ydKZO2nkO1cVDsMwqeWNyk7nznWQ1M0lZVPr5MO+jn0gYbfJxJzdP8YGdKx3MWCgmeF3rk8uM1oJBu4qys/kT3TTryOOmJtaBzNJsCX6PKScQ6l+vqNbyqDu9poigkR3ttW2AayD+DlwGm860e5Ot8GFKJdUHCjmMq53jUWv/fmcDTJBm5bNv7Y+dkBtbmuKZr4yPCxqHhlvuuV4QDsDhYVXy/Sei5CZHOtrD0lwDlSfUyedorK9GX2p8rHr6nsmMvTtlZ66RtW8goYQ8BdZRYHEOpcPpCSX/gESuteDyNJ/Wg0TdYGn21/EBkbSsSHOMZjYXhoGTpZEwf4g2aGke0Qye5/P/4blknJNzKvCwqeK4aXi6CbzCIC7irCtq59ya35tji9Bj1M5nnMzNjWrCkqoEjE08m5mlUyvkkk4i+3Sqw3FaucfGIWsJT2ejtQiHZBwY0il3d9aB1+9/X+ZPn3NQyWLoXHzs8OINJ8qWthtz9NKBvyXW8BDsC+cZBbZNkJcud3bqySCjvSAVlvmRNPx4oTsndCG3LtyYyJPG3rJBtt1rJf/c8YgPHmPXNR7YBUSn6N1BX2EaoQTYrkkQbu5Jwn27Oy6oQ498jrXH/8OrkiYX3kzleKedvRPG1IlieIeLfAOJc7/TzXg9t9MhQUzGNuwogA3NWE+221yvuECXmSPYhmG+ok4yEvO22j27bBpuZ4X/qc+yoS69pwJN3ZvhSm/VbgNkZxBQUFPeTys1vr8PGuyTolr8Wt8uynyM9OUVfXiWo3zXQZrzW4lag2oAPxVpbNtJ4KhHWTNalsvPvs/Dzt2A9Sd1kCnUQqr32N5vK0rZs+doKxlD1MJISIdUXLlDKWALvCqIMJqL3t+FBOTkPpN4/l7Ivt+3UiyV27zommcMOSX0PSrRMIFMt+jaLayetRNDt5H/uxYn8KCm4ROZLdKVyAFxvC/aZaLcOuBiQ7mC6mlzJD7/HbqsvL7lcH0NcazTbRLNMYxue82MR2P7yvZ/v1lKU+Cy6HQrQLCm4QWKjOcAABAABJREFUw2i2dYKPHhqInF6eSyQfsboFPHW5qK4m8uVgrWB/Zim1UA/4FmCdOlE7d76j9jVgJyLBw181a+Z2oTztuE1/Pp1yRl1bdWLRJ6JKsufPU4tOUq7Rm0F0x+cpLp2pDjp4XCPfPA5qNhTf9eTj4w0x9+Xza7piEsn42kF7kIHPYerXHsrCu8870m2IUHmynW6GCL1yZ1kJ+nL3CwpuGnORbEPQUlrVhGNjpi2NXFPvs+GEGQFgo4Zq5K/B3sSef12BcLcxuEuMRN+/q6Ih2stthbt6vm/FdfztwG2M4AoKCnpII2xOlGQ76dfPPr7NS/Xu8riF0t51xSuknusgIr1a1OfgFkzRgC6HnsjXqb4xsr3GeEwkfx3k1jw1TztAo73LRGvcl+sfV4E+/J0sk+yAULFgan845GPP7a/rlg1lwC4xlgztmEiE+69zahXOGLXNIZTlieuvWJcoRMPnFs7/3muE5wQCE6Nmio7jlPyLEnJgxETSrZaBYMFzAmGaZCthBl5s1WxM73Hz9/KgVBk+apmVSKcqEMOMihiV0Yolw0nHMIlXVYSXd10kfVsx3t96IzYAf+DlZnE/S0T77UC5vxYU3CCCaZmI4KM3TSTX5zg+32o0G7hSzeAjwUSoL/Rg2x3cRUsYPXa97xzSSCsz3ZT7uIjATbigpb9oTjYe1s+3e2a/iFDx+sjE1fOzw3agKQDtkTNc1sqsHDpKyXmCJA6Op9YgX5ZYz6NzFDeJiqAX1Z5onydytkfLUSDv6fm0rs9Brj11DsydY3P1tYfLqRs8+RxTjGTlPbLt/0qvjfG/goJbw5RMPKBi4MXG9O4pItPTl4Fk6/XSrWN8ukivHjYzDAPbDY/ysuMypCT7vq5QezUagfDBfR3bfLE1uJtwGu/tyw089wvOR/kVCwpuENZqxPDjh7bnFH6OYdgt1j8OuJWu1fX5Ue2mdRef1HjqqPbQbTwMTE5NY7g01k7UTC03tfZFosvBNGcFmXy068AJTpknCWqGJRjOS8lza4ac9lPl5MPjGganaVR77tCTJ/tzCPeE0NfQ/qr++gF8JNuZdeaO6DBfO7sJAgxxNGFLNt2LcLOXlOfytDPdLoS74GYwjGAPz00GsKnU1Xs4cSdANuUpkOxwbcS2wvXSI9m63MYwKurnZXfrEbaGsTGMl3edLPzlnUFt1HncMONTL5aj2WsrFxTcPpanVAoKCh4drXP4ZNeOammfQ+DaG4ga5+BEntQILYXxA+nmVHm+k8mybOeAvQy59RMwae/ER2nTYO3ISZuSWdU4yO4TmzDoyCFHroxh2Naite7JZ97tXE0vAiB6POYuAZExcbrEJSNOAKNSaYKbLbH3GFUBRIC9E42u4LhqW8yk9xHnRjVlR8sSgQzDeTdzwfzEBROBDakPwERZsTHG8m8iHaRa503fJOSW06TKhJhgJiYfUuko4KWhInCi19DSvcuffv7aErAQHMmAXQvmKC0jt063v3EiwP/fcFeajQBI6MRE/6a3W1zJC54eQ2n48Jw1ALYbJbFTk18iAucIzBINDQORHv6fqPNBALr62LVhVBXDDMo4BmxYvSLuTRW/31aM90I5L2PwYmtwvyaaXYj2W4NCtAsKbhAfvWmwzxC2s0pg3UrYeIBbkI2n2NSMZn88WRYR7A6XEYwHMi1+QO+cqhx2jb2gtDhXWigZaHAneZ0yq6sNY986ENwoV+2xoHJr74aeIyKe6kzJxgMcdMDWb/xSvVRUhgGSScn2Y0w4WRsTpVVSvfK+kBJO5wRMY/fyISjImUVgreCwZjtMYAn54/N9m8rxNkwQBzgSGCJYkcV9ZSbA9Sczh2V+AiomHKzEcl9rb2GRbAfSf8TPPSLbFK7XNIJNAAkgKiUHOzg3INuefDOhN7Eww8VnvysouCaWSHbN+sxm6k83DREm+gSaLpLeu2KaBfQ+kEazg9mZYUJVKdnOkWwDwrZm1BVhu/X1tInw/p2S7ooJLzYV3ttWq6LVJaL99qAQ7YKCG8OrXYs3TT5Ed478+4ZSanu4tdrMhggbZhxWmkQFtK2clJcdDO6c02MhcHkyTUBldIB/LfhxOCCSRIkF+3g+djmglMzyH6zDhmVVTeVLw/lJiSminS630BCGCbuXmDYZblbzl3kku3+M/Gxr+9tgotXl51IZpYPei3I5ijko4QaMEJxdnk4IxkSBG+ci3FrferoNYwjic8qdFXgevZCrqQNm50PBU2NdIkLNQONkRVS7f2KGKDsT6W8RIs8rDmUk2xiT7G5rBCEBicrJQXo/STl6OJZrCHSMyK9YtqDgUhgS7OFnBkBVYUR8Z70YBeDsSdxFrkPKSfgbDNEqZmwnSDZDyf62NtiS8aSf8HJrsPGu57VhdR2v1k1I30q1kYLzUYh2QcENobEOn33YZ7/T6OZpQ51z1r02btGkbVMz2v164uxERjL/uWWtUyIrMkGqJ1AZRuvso4oT+vnZPjIsAJyA4SXoAPaNw309zlu7ev9C56Y264nN0mmW+/pS6oQhTEK2w7fX/k3tIFobyN2aoPZQPg1oW5ypyT0FJzoRw4ainHwJkXDLmHAvRXzI51G21oGZYZ3TiYWJ7QYCHMj2EqKEHPNRbaI+yU23xQQIKCpY1hzJpIjZzDJKyElCpF4gNO5jaGHql1jbp4KCS2KOZBPUVXxTqRdEX9Ex32a4VaUTW4YS/wKvEgnkOvw1hnBXcTZdhqEVS+5qRm0Yda0N39VqiBbw4V2NumJsV5YbKzz77UEh2gUFNwIJZbwm8k3PkY3fHpXtcGTg+FHA3sBq184l/3bYH6ZjWs5PcrTt8cQ6hyDXfizM5Q1rL/T7trV45Ry2xsBwF/G+NsIEUpDlDsGRYJzAtH375+zH1FaZCRtiNNZPgl1xwklkXMYrSOXTPOYcCHl3XYFGyKtq5bEJUVTy7uBCcM6tmmBICbd40rpGWckUDNFUMiordd5hf8XNqwwqJjR2RVQ7c2qGPFF3DJ2lLoq9dEoHss2iEe6UXIR1F376Xve1rz3letdWQcGFMCcVZwokO5WKT6w8bMdPFvo5YlCcJFSviqDYYeZIstnfq+4qzc0eIpBsZl2GoXnitWFs6wqVv4/c1wb3G83PXlthoUS03x4Uol1QcCP4eNfCOkE7wTzPifze8mDoViPtm4rRtIKlrGhrBXagf3ciaFpRInHhfhmmaPb0GFhrLG4qRtM6HGBhwDHizaBYs/jS0e402j4d0KZVZGIqpihXDOsRETYVobUObXudbQBJXnYKz7yW5ONzufcWArLr8vOHvwETwIZhRVbJyYEwWCbURqPAwfBrDsYQpAWEfW75jCla6Fd05TYEmnFo175A87Uz+xiXw8yECylJXzxHaVAiTGTW5CxulzzpTo5VIBxx8iNZZ9hcj+ggSS9Jt4H5fSwoWIMpkq1EGKiMEtDpic+MrDvz3BERWKfpH4YB9oTYEPma9Pq8qowan9WZKDQBqDzhf1EbMGs0m4mwrQl3td4TK9Y87aOi2UQlR/stQiHaBQU3gIeDxc7nwU4R6rOI1Q2PgG6VaAPA3Ybx+jDNNEUE+0a/dyJorcDay5Pr4TYr1prqknzWLdAfDPeiAsmLtY7jaw261Bnd5x77fG0HH7GznnR76fClcrnT/Van2LyL9lSd7N4y0xvBtQW0Wnva+UmNy14Pw7zsiIR0TcnHGWNX7yHckRLyIQwRTOXdxt3y2RbyKIMzsBLuef+KkK9tiOAY2Z2NbQ7mDIgJxref24KW/AIaO3etTNPQeG5SJ0EP7YQzj/wCo3tldHPvtpLbcpC3h25QsjBTpypKSfMxSGW9t3s3L7hl5Eg2wU/IMbCpCEw8Lw8fPdPyzzU9x9W/gUIkG97ojMnL0zWyfZ+JZBPUL4WJUFcawWYQNsbgfsO4qzRPm4lwvzHYGP1sbX72ZuVyBc8DhWgXFDwxWuvwya6J76c4wTkS61vlssHI6lZheN4Y7dAI9taebIQ2hZCzGaJQIipjFXRE0jo5uQxZbjjcDW4IxF6aKzrxs5ZEqdszoW0duOrnazu/P2iVdJsYOTidxA5/FjpzqJ8t8XVya4q1ly0xYUNA6y43+TTMy06RRvCJOStdWGN2ttYYbelKj0oNEcjU5ADGBmhEhMqPyJ0oWR9eFiFfW+BgRGXkueu14vzvHVyIQxWAXN+diJoZZndTIin27wYv/NtkIkxCbS7/Pn/4/Pku2ebiZ7EkoIyXic7pvjUT1hlsJdfuoBdFTl5wEtKJGoL3IfAyccMaxQ6pFkttxHYmKgaM11CVy6bqSHZlGIYJdxuTffZVrBLxTUWofPR5u1GSXRFHA7T72qBiRmUY793l28ph88TlMgsui0K0CwqeECEvW3qf5Zc9Tzp+m0OfW50ASDE0RhNvZnZoBK/2zflELCEH6jq+zn3aMKFdEQFci25wLZEdWufQ+Gh0yGUjDU3r61yZE0NwraZA1CYvlQvkDF7KW3Eoq3Ic6R4SUsqEtNdEs+fwGOdoNMPysujWubNTA3J52VMwNHbkzhmgTWGNMdravTFEQEWwAsggh7taIPNBMSF+giqVlmt+J0GENdVjcHwNs14DE8csRMdIJJtOUbGmKDQucS5IiO0asUIv6rzy4IeSXlPnqYjmkJMPZUdjtmR5ymjCGfnuTpFpGvzNLVNQMEQveu0/0KoW8NLuvuHZbEPIS8Vzi0ZptgCbusudNoZRMWFb5SXqNROMYWwMwZAS8ooZ722VSG9rfeZtK0ZllMAbJrx/V685HABKRPttQyHaBQVPiE/2LdrBgG9qfH1Oaa9bHfDc6gRAimCM9tC0aFqJTtGn1swOxNq68yL6RISNYezXJlGfAt+5QB1ceOPPRQ4RxoR4k5fTNa2DXVFf20FwcAA5iQ6va6LcfTd0RW6tYy6bnGz2EueoLJHQwSY0D1F8esBp28/mZfc22n/LSd4/YV00O23qKGO0FTA6GvZ15FX8vDZtMUSzgrQ8OJYbtfmGiK+zHbbFvMp9PbRtuJOSh99OJ0r0da6dtVoLIgKTSitEfFsLsz3kU0GGE09dBN1fr34fmTDK7xbfSfJvwlcp+c/tzzCSGD4Lr2/Q67LgBkDDf/7cYwZqA5WJL0SxU7B/9qyZnzKGohFgGi03hlEbVbENn1tBLm6YsfERbQCoK8IHLyowE7ZGyXVFhDtPuDeG8f62Xj1xVvKz3z4Uol1Q8ETYNRYPh7Gr9dTA+vYp6Ql4BjtlfQR7t3fRNMq6sQHaFC5FrHNgJlRCo8maS2EpIOqg9b9zxNsYQmsl5msvQQC0ImhbQQXN250j3NlIdcZ5XIIe/IblE7mzgr3R1ilS8sm87N42+zBMkTyuMTcbbRMCci5bAkfOOO/V+Ved7ANpPqat4FgeSnY5IzCtRsydtT6XstvWUp2BJKUaTvpKI1UkMA5tbhJumWqHnFQiPYZdrjatUmZobe7kAInErYZriYxes4SObBMD7LpId7iMQpCbBoR86qrMRblzBmoF7zbCeTEk2IbDpNd6gg34yanVbt4U2zdMAOt1VhujRJvHk4wpyQ4R7dDWh3c1asOooNFsQ4T7rZJsw4TKED64W0+1SjT77UMh2gUFTwDnBB8nedk9zEgAT8W58tlr4Ua7BUDJ9L51sE4HzZsNYefLeDUz5bWCG7K1j5ODXnmCdI3I0bG9HxJvCLBvLO7r9flpANBCCbfxhDtH1HMB29wmnK9XvKZQW25vL/H7zZGTuY0EKXkw2lvzewTJ9ClgH/E9NaDinIxyqC+BaqBysOIgM27gc2AibGol128O8JHgLpeZaWw6Ft4ODdHIE3hJ1BXsB9fNoHOzcz2U5pVSsg6BEbwZfAmxGT03QfuTlgwTCKhL/gZ7/bhDJ9WNfn/Sj3TToH1I78/UrozehyYL4X630SPY8CQ7EGyCn6Q7gmSTLr1WfBOi3qGcl9aYV9dxY3SSmLnvLcLo3MUr1vztgPfvKs3jBnC3VQO0e/8X0Gj2tjbYbta5jYd1Ct4uFKJdUPAEeHVop3PqMp+da450y4T21mCdOom3g4i1YcbGAA+tzRIZ6yT+e8zDHaTa16itffZ+EAAHvNm32BgDNt1gZw0sBLb1edwDwp2bPAqRCkmWCZLeVdLdnBvaI2BJkKDpC+TL/83TFbuSfeaWqj3DPvVMctC88FxU+1SYTDkfQwwYwIh4w8DjSfe2YhBpSohJGCWRwDoH5yO8QZEyhTR3OxD2yjCcjPPsc2R7yhm5+17PXK0HT54Yj4vRpW0Y0hrlvTOFuuUNMUhcl6tNSTQbY1k5wraUo/dK6qXbmLty0u/K4+jdQiDY4XWMYBsl2MfKxIEuPSQ2uoAgya64S/8w7H0d/ARjMDaL60DrZIfKAqnnyN2G8f6dSsLvawPDhBcb03tGbSvGi7o6SgpeItpvHwrRLih4ZDTWZSXjwHQe9rlE+VYHNrcUaW+t4NBYtDNHq64Zr5uu4LETJT5uhVT3mmCfr324YL72paLxzAQnQCsOZNWUyYBAE5HqbF8gOATC7WtyT+0po6sLnV5O56jHl3Ks16w/R+DXXgfG13edkpNbh5Pd71Ueyd6Y7wz1TAyVJp+d2JYhQjUzSFVZuH5voqng8rVooPL4FxWhFddTqBDQK7Gl9b476bagn5cdXoRImUAJd6j13b+l98PFIYqdNNNbsjN48tFp75gOhPztuecFgeC0TzSOE4bIvXjyTJ4BRbNz9r9l6FiYrCKAM4H1IeHOTWyFz4fGewVvJ2jwD9Drqa78dXUSwe5fM8NrKIeQHlL50oCGNDfbMMdqAiJ9+fkcya4M8P5mA2M0L7s2Y0JdM+NuY/Bis544l/zstxOFaBcUPDI+2bWT311r8HFLhDbFLfTKiWDXOLQrHJqdH4W2zvmSXrcDwwTj6Cx3+hSXPGc4yZ0WqDQcrcD672hlbW0HwcG7oDsv8x1tK1+pCqtKfz3RCXnMZufk5O6MGoDGu74zA2RPn2SxEJA4jTp7nHIuEXDUoJO8kZ4BYpQ7l9PNUJIdBucva8ZHrdMJMxlP0KTth37lmEG3j+TL8QFc6eSXSxhozPHOnLtqhDZt6EREvXx39nLy9PBSiDoHtjwlN4/UWyJ5disj2zGa7rel0vb+onO/eMjbvqX7Z8FlMAwyxwg2aQSbKRiQ6bfHysSH18bSY4P9Pa1OSbZhNZz0n4WSlqFMofEKKiJCzdSTi9dGI9gv7rq87PuNGVVE2FSMu9pEF/I1KNHstxOFaBcUPCIeDhbNTNRxakB6Luk5p1bxNfHURPvQWuy9cZFoGKt7jRDZAiBK3l7tGzy0Fs5JjB4nqlP/l3oz+OdEQo9F7UtrXeS4XvzH0YhfevantbUtQp7c8vFqnENrRY1tBmXBKLGPTq8bYsJJSb1YkWO9gKVz4JReDeXk1h4fyw6BdpVMcuyrIUJ7TlTb4uzRRWX45GuHNewV3wfiDQlGR/qddUpS64rR7LsJ0FPUD/3caqgTv1MS2/hrkj25mE8VmD/bQgRQPEGOy8Z7F+BiDa+OnLgB4aa4o7pySOOO3FrQKUcm+hvIOAnitT3s+ZSsnFCM0t42pM89QH9fVYQEiTjF8lvnEuz+VvPgIBH36UpKsg3qxGiT/HNHnINlxhZAVeu9cGOolwazqbSU14ttBUOE7dbgRW1QD/KqmQgvtwbbavzdHLaFaL+VKES7oOCR4Jzgk/2EAVpYZmLEce5A5EZ59qOPsJyPcDWNw65p0UTDsmlyap2g8Tnbu8b1Bo6H7A82/qwrfZXWCj2+bvQSiLQU2SXyta8lgqgmSJyDSvCt9RLpubranjM0TsBOyzYFJ9g0TzvdDFNCIm4I506iGVY5vjtRjxuMgXqfMZ0d1eZUcXBkQ4bWlXhbi3Ct1d7UyFqHvXMQcXBQUr+tDPat9YT4MsoQYsKWDCpyek0S+XPytLYpIcPhTTzP/eRA6PdwCwyCDOptR57uQ9cMHwmXLpodv+51pP8yTA1w8hqZ14NVe+9v7bosWI9cFFuNxTqCHSPHtHLScpFgB9l45vNI6jtir1Jwg8pwNHskn4pEfkLJQNVVgJLqqMohJd0VM2rWCPZdbfCyNqgz5Pi+VjJ+dwRxJhSi/baiEO2CgkfCnAFawGRprzNHIcdlQT0erlSVKpojOasO4GpspCW5do2aHS2hdQ5tIzHftxkQD2MYBjYrUx5Co0JDCWfItkwGIhcg4OylxUPX42NxjXQDBx141URoJn58B52UCgQ6R7jTny8s75yLJcFCnvZwC0uRysmvzgxpX/vqc07Jce2D+UMTrjnkIsdBwnwO2XRWwCfU1dY8/MsOOINzsIhEKTeDwD7vUkRQk05ahEoD5+YRkx/kMxEcq1Jj13YGZZNmmKIEBciQ0pzcHOjk4+RrZE9GoDX83CfbKj8f1uJOCTblGPO4E72IZu6SGUavU5JOme8Lbhuj6DWgpeJ6BLs/+lgai0RJ+YpbxxTJ1slHis/TioC7jfGO4l3fQz1tfc2azuAE9xuOqUxEKuk2nqy/d8/YGsbLTZWVhRMI79/XqJiPko1vj6zMUfB8UIh2QcEjYM4ALcXUQ+hsMfBbfv8OxNpaB2vhSVb/mDWtm6hv20frHJpGeqZS4mtpD1EzR3ffk/rt/7keCZeu/MiJxLvy/TqHKF1rwNs6waZi1MAk2QaWCPd4PQuBa4OcXKX+w3NgKU976ihfc/B/btvWdZNBsWY0q6RcJdPT61Yz55Zhgjsjqu0gR5vIETDKdTwXTDrob9Nc6eF2SRURW+jAurFK/QKB7S5NSS9TdC+7KHJKsGMfmGCEcVcTWutADr3qBD3CckI0P6hlopkmhfxt37cBsR5KyUPuN6DHynojtBDxTvsZpOK97QM96Xl6fKYi2aP10RHukrv9fBCUDEydkzhjTLDjwlPtHEGwpxpk0ioFoQ2VimtOdaraCcSa/XUSCDcg/eVIo8zherzbVHixqfHeXY37iZJdLzZKwuuVaVABd3WJZr+tKES7oOARMGeAlmJSKVt4dg9riHWAc4LdwS26MbfWoWklu1w7UbIryFEPFy6tFUim4jTiXRuC2KHr8Xpci1wKtARUZQxAMutZAHTHglyXkz21RpCTiwDWjSe2zsnTPgfXjFRMGaAZVlMf5yeJhveQMMCcgpbAIV9O7HgINKptjohqn5OXne2DJ8bNSPs8RjBTq0SzjZ2oKqQndZ3sG2UJdoqKdRKv8lFz8pHl1NzsXARVTEjRDnLdHOFOpeSRUIsuzyQQVqXEKKoe/4eRDF16CyFGuf3L7DQXDf5q37rlSoT7tkCZf8yah61R7XDBjDUNuSvjNII9lo2HZ0OAIfVeuKvN6JpkT7INd2SY/eeA3lPrymCTkOzKMD64q/C5L+rJSDUB+NTLDYgId9X6aLYS+vXLFzwvFKJdUHBl7Jp5A7QU1zItu1Xp+DGVLEQEjRW0rcwS6xStddg38xTbOsGhmSbi4t2dp2CIsDGEwxUJXI54h0HCFDEh0pJf+xVR/ByuOcDVdFXxgxxGu8LIK5BoWJX+mxl5sUYl9bdLyeQt5mmfM4kWJM5zYCKwdynX8lfBeXv54jPMcM6eHGEMudprUGfqZZ8K6wQQjU7JEfc+QwxhC4DVVMzJoiokzQOdQ5C0Aholk8bCIkSTL0O4U0dz9nfIYHiXI9xpdJt8qDq2gS7VIqZcJKHneB2lZNt/2IuEJ+31+jqzH4HADZe5pev2XQJjPCFCUJl4qEfdG2MIunONwu9J3TLUnXunIqwbCHOvjjyAu4pRZ0i2MYyKwqReWD5EtQnOAlLpNRraNCB8sK3w+e9vsZmRg7+3rXBXVyAc5yB+f4TEvOD5oRDtgoIr49V+XTQbuF7k+WZTfxb6pZJtlX23so5ch/WWcrFFBPt2OV/brhgAG2bU4mal0JdEIN6NE5UKUz6XmYiwrY4n249RDk6cA9j4QRKjWdlHK4JWBK61YEO9MlIpGMBBBNKKL+ekn6cy2RGucJ1c89JzR5xvgXCTCJh59flgDMOdWJ895DwuzW6EUjvnokvxEFVMnABmBolDVTEqK4C4UdpIiF4TjlMrMCnZBatUdHdwnmx3hDt4Nxx7BQaiHqXalLiTY0y4gY50h+g2JORrazvsyXJwHo/R7ECoB2Qa4Xt0y47IeNrnqX1JNjP8bGndgvORHvvh60icWVUai5NjUV2hvxid6UES++gVN0N5tiHC3UbdvtOvCBqx3sQ0JC8hZ+61waQpNRaCCpqX/eLO4A9/zt0syWYCPvXeBgDU1fwo2Xgh2m8zCtEuKLgido09ypho6vlzdqTnRon2VLdaJ2hDbdsjh1RrpOKNdeuJ3XJqPQCdIRdYXFhFvggrSj7JiSfcfXl5cCJfk58e8BiD2FYQnanZS/DbdjlCG0JuDvA5xC5GI3rwb3U51ykALrwfS7jW9qw7vo67moKZSMI2Fev542Ry8oFJy32dmu8fCN4UhgPdU2GtehIYIpgTSTYQzJMILQSbiuBaAnyN3c608PT+MhPE6WRHVQGwLmYzBBmt4Y50D+uATyH8PCNp9gTh1i2FKLfKzcPnTuCJd1gOvlxCsgENgOtHKbkOLyYi2+kivf5PvE+C6KPPp9YtWI/hhMbws37qRJ9kr7mbhnM6jGGCeiO2dcK1pIaf3LuvMFQ+XtcGm8F3BF872/Sl4pqn3S1Y+3JecYLQANuNwf/vc15gu5mnS+/f1dj4+84xMnDDdFQJsILnh0K0CwquiDcrDNBSTMuAz+vHjfLsXr+sKLlu7PHkOqBt3Wz0dkkmPoSIRBfeNaiNAZ6AbAM62GxFAAsQOgOxUCppYxj7EyOT14JzLjo/B7LdLJDt4c9hoWXBDFFfTj446a1nLMwEe6TM/7rXz2nn+lRu9hQI8JH9bm+I1JG34k5abjMGaucYo4XIUA6GCNWZJNt6x3kH3Y+07u2pYCawFS37RTroFtBJtcqHINKoufX52gBpOkTScEeG1dwukJNJb4Ig1R1VNki32yfcXaQxEGIl9+wJtHhfiiAHR/gzIF6BpKdMOOZ9d4vFcmEYfp687u1T8pcmXqftpJ8X4j1G7iqjzN80aj1UJygxzkjFh+36FXoTL0Ok5+xK0k3UVdUY5mcbVmXMkGQzvGv4hFQ8LFMl+djWAq0BXm4Yn/7wDi/v5qkSE/CpFxv/mo4q01Wi2W8/CtEuKLgS9u363OwUMR/ugrhZok1qtnTwdapPxZJUfK1MfIg1svEhKmaIuKfw3IoQqCoATvO5Kz9TvwHjcENku3UAc1dvOZjLWSvZWttTCJMMqZycMfYYtyIQ6+sFZ9qZHOhd8wI64Tw5JZpdDaI3w10K0vIKvlyarznvvHO4oXz981XIdNbQeWW8gkzcisSIlVkYqK8B+zSMumK0VmBawgEaLSej5+a5dJs9Y5FAHCoC2ul88BBFZ3Sku08oJfn/PFLCTaG9dDsgwC/T+gkM8o0HUh4i42EdfYGsvjuQbK9MnyXb6Wfpng3JeCotz61Lg/XeRQwnOqa+nyXX6Xv/PYdzJG1rSKxn+pJFIN3+nBzehzlExVknntLc6apCvD9tqj7JNsTY1F0UmzBW0FREI0WUhcAI8Aff2+L9u3qp9/jUi028l73YHGfoWPKz334Uol1QcCW82R8XzQ4IdU37n52HbnB1O2id4PXB4s1hfQ57DktS8dY5HBYM0aZg2+PXIi9rk5lyQo8JB+BgBWwtKtYI4pKT9COkaHfbcqIWsR5EhKoikHNH1wJP5eQCydaC1vx2HdStlSyfc/1dg6PLkRNGFR9XMopZa5EDntQJ4JiAxqLN6YAXMLz6zq2VbZ1Omgngy5md7lYezMw4c4wIDtapezt8dYOqIq10cOZFwqyTGiJ6jtYVgSwWr81Uuh660Mrxed1daklC3JMGmBkGBBZBuLtG0g3EaHYqLx/W3Q7fn0u2h59NRcKHUe7077tCvIfHLY32j76jwd9BI5QsF26VIX1iPqbd78DqhJ0kyq2Rc+19iGTrud/JxNk/N5Rkm95+1IZRJ8R7KBWPk3OZZ0BNhD/w/gabyizep7YV40MfzSY6LkJdT2y/4O1CIdoFBVdAY93JkcNUqtd9dv7N+KyI1AXRWId9I7Dijo4wD2Gtw26CRJ8axU7XP22qBGc7fl8DDsDBR7jJy1Cnz6vH63XjBMzjestKniSTt73cNwt1pyfOL04EdZKXvvv2NYY8lzD5SuHccedlRefJqUONZvYRpX1jISDN45VQPm7+N/GHOtatPadWtrUu3seqYbrA0r74/Zki1kMYZmwrgT3488QTbGMIJOdLyZkJlXSpDJXRqPXaCbqgfiL/0GAhT3AlkpZ17XRRbqCLWIdqeEwMEGB8WNu5EFEfGLBh8GKObAO9DmY+6rc5QK4E2JB0U/L3bY50p/s39X3v9QzB7i3L3RyouoQ/jsdFIPIClYSn5FjJaRLVJkKdkGzjpeWpVHx4nxhKxVNsDOEPvLcFE8MYVfRM3SeY4JfV7+9rc9RY7cVELe6CtwuFaBcUXAGvj3AaHyI7k3+Bp9tT1RAGEEtzHVrXiwSdM4EwV7rLiWC/onb2HI4xscvhFBOyx4ADdLBsHQDJupU/ep+cZMtNhbztY6XkgN9PXz96uHuBOFqf075U6uqqx+fIpo9xGp8joqfsUsj1b5xEOSfQj4j2Xuu3IFKlAXtDolOOpxOBs96lGxqdmpKKBzId+qwE+7TfUaWmasyYkm0mqJTcHefjMAQzw0S3dHj5PsG6teknHTnuiJMn3JIu1THvqWYpITTiSbWAoh9AJFvsDRg9sQf5NAPfeDjeIQoe+ycd2QYSwp0eD3TkvL+H473O/ZpD0p0j30PCPVzmljA1ARG+y13do8j14E34fYZy8YBwO+ylmpxIso9ZJ0bKfeSaoOewg6Biwl3FOo4J/WRCbUycwDNGFVvhfm6gUe90P3JScSDkcht87ss6GqcJ1Pdlym38w/sNXniTNMJxMnDDVPKz3xEUol1QcGG0Vg25TkVuLHiJYb5hQnNqiPZEBIK9b91Zg9Ehmnb6GLfWXYTcztXOXovU4OvWBnDGk4RDmzhyh5PvkTvbTkS1ASRScllVb3sIJwLxZDptnpiAYP7VQrdxDT692GYY9i/DidaQX4PlaO9pO6vnTb+2dhyEZ0btQXrO4nBXc+8G13fKzkdhCd5Z32oGZ8XwjsNjErCmnvWxINIBcSjTaAwBTifiiDQKbd3pE3NEuj/Odb8sMaFmo47ka9M8JpQb8fUgXNndjiVLbMNxrFjQetZOUSKiubLOv9a2BSQSiXQ0mvK1uV0g2WHbkpz5OSl5cllMkc0hcU6XHYIJvXz09O8wyn0N4n3qWZmbMAjvh/s+tX6aRx9IbLZN//uMUihOjWQTlmXjFCZwuo+iTNxv27BOnDlopYqQk10bg4oCmYY3xFRVCA9ysQ0AMxHFNiDc1YwPX9aomGGMPredFTQG2GS6fb8x+OC+y9++q48rUfjettCvdwXlly4ouDBeH+k0PgRnIs+h9uQ59Y0fOxeodYLdwc7mMp4yJj40eVm+iERJ+rlwMw6/x8IQgVa4aT8F9JxgNH5Ar9GAxy81IpiOagd09bbXXl8+QkiEBg5ixefohfZCrrYSBmsFMnCsBc6f5Dq7NF8Ct3LyZ42k+pxu1UcoNYhUKh5yKqfqnk/BWqflsCpG/UTnp0rIDfb+3Av30kCCwyTVqVLyoBQ4JOsT+fJrVtDMtKvqgeNNG7vfP50kyS4JZg1XE8OnDQic08mv0BYLdQqiUCtMdH0hAUvSV/Ly+IQdDx8TlPmc/A6ni0ayHUh8+HBun1OSD41mpncVmnidNr1E7C+Bqcg0Yb6Pw5Vi9Jryy04R7PS7UzC3Xhq9DkgJdjAlDN+HiRIngDFaQivkYBMQ7+1VXI9iH4IZaA4b1mvv/RdKsomAO+8a3jjBJjPRVTPjw/tNLMtFQIxsr8GxzuQFzxuFaBcUXBDOCXZnho0rIuwzn6+Pe+VxCUfeNbBett2syI0+loQ8HPJ53ZeQiqc4VzY+BAcZ+Y0YpKXQ2tJKthsnsM5m5YjXhkpz55dh8iZabtqhGRgMzkllhQ4aEQ9Rj9BeaEdESZ3JkO1TESIyS8usgayMZq8tcXXOLgbyvMasrmL9zRpnIRarRx1O9Pdy4o2Mqsu4ip+KbcVobZf6MiTXTAB7YnyKUZpKyDG6vxlDIDZoWzuSks9U87ooCAB8VDESW+4MsgJaXwLOi/Uh5N/H5Gw9d3SZZDIzNDqljwbGzHYiBB0J+mCZkEIy/D6Q1gr96PbSmXaNqHeu7eH7Icmea6CLCk8slnyfizxPfb4KmXVz5DrdTuqdQIPflIh8VJq0XjXpeCvkY+ck4VMycQCxGsfGMN6/qyNpvkvyrNWLQNA6h8rfU5mA9+6qXn719sho9svtcbncBc8bhWgXFFwQu9XRtmlM3bDpTKZ97fu6iODQCvbWHRV5N6BFAiGizuK5AWxj3cWl2Wsjh8cgGKQ19mlLf+XATKhJ++YEPoImZ7k5HwuBTnAsKS8CyWOR1aWWKKnnpVJxjW73fAtIFxHrUCVk+yxCerGFlnOzCfApACunSc78WY0vYzfnkp266hLR6vQRm6QJ1Ew34SNApDmiD00nmw952mlKgzEEFjo6d5tIJ0Ml8/sxAZvaoLFukNIiyf+vB07CmjppBTB8MaYk6lz5dJRAnEL0WyK1liSHm0A+t3u0R8MoNsZS8p57uWfGKUGeItxA19+0iTQvWI3+5nl/2t9Lkm4a/J39fEhYBy+Gy8Y2Fgg2Fr5bg3RbOXIdvlOTxRDNzi8XamcbZlXGcH8HKyJUSYR4Tiau32tJvcow3ttWqP26m6ovN3fQSTNrBaH5l5saL7dVr+1jotlEpaTXu4ZCtAsKLohdc744uJogGobprEhrmCW+hvH4Gpn4ZL8YmDNoFxHs9i5LxveNQ3umc3lue9dKZQ+lv8g5nJHGfxV08lUdCVsHuBgBfpwYt4iDDpNmlvF/mQhcUa/U03AZJMs6dPLaHqFGGCxTXLdNyPY5g81LZmvMTV4NS9eswUUqGbA6UOdO5WHpGiJEp/K5bVuvrKhYo7yXlN6fCzYM4wQykHhXA7KtnxGsqOng2rsiM4GdwNC4LB2gx5TRScnn8rMvifATiPhIdiDbnsiGvhIpaQI6tZIBdSXiRKODXXDa1wb312ZKnnNS8kWy7T8bRkPDRR6j2sn3YR/isgh1zvPPpeF8d5wIGC961M8yRbABb3g23KeJBkbf+X0hdPulf6avq3Mj2Yxp0gzfDy2rp8Z6wxzttOtMhLuN3gdMkIV7oqxGhVplAq3z0W6enGwMZcGMUcL+YlNh4xm0YYqvUzgraA2whUa77zamZ2K2rY4r0fVyUz35pGHB46IQ7YKCC6G1Ds2JJb1STN20L5FjXRGhuSDTPkYmPgWeCdWLCB72Y0n4JfOxh7ikaVsOSrYNAHtzZFuj7oBz+psItEava62SjCsPEKwDzIQpGpAnm2qUo5G0qYmeLsLWfR8IdczPTMZYKdk+R0e/ZkC15oi6mckflUAerzy4xC9JRKN8bYInhMP7lX87l4tvvVdA/cQy8SkwETZMECixDghk29q+D4MhjaytlZOHqDZIzcZyE6vGEJgNWudwcHJSfvbxCEQoEGpPphDKH3UlyXJ382GJuKhECZFo8mTch7tDNDk8VoZEOHwWSW4mAp5bngn5Ot4TIekwv9j7GSR/7QwJt2Q+mwJhpk2auVanyHW6CHkX8RUEOyx/FMmO/evWGk5mhD4ypdFrv04ugg14EzR/L0lIdkWsJHtQljEOIzKTeYRORq4GpYS7uop50kQq/84h5GnXTLivTU8yTgBeHmFqRijR7HcRhWgXFFwIuwuxJvIzvUPCd5HITjoiOhOH1mHXHicTz2GOVO2mSPYhH+G+BC4wV7IKtTEgaPTulkBepte67hx00Oi2EK4qJxfowH2KZE0dqTVycjY0SgnQaJyPgg0Gl4Fs13zdgdGaYykT58ipJDsMZC+BNF87nDt5UyU/eTPxI7bWKUmvHi9d4RQQM4w4gKknmyfS2rw5Un2MnJwSEgLOk20ioGKGGHXUv+bkYCQxUKIctlSFMKtTCTkhlNKbN+1kIpABnHhZudd2E6gj62F7BrFWe5SAZ9g2UfJ98vlQNh5Xz3wXSTENF+7KXYnT7+Nqmd1MI9OS6fJwuSkkav3JFRcJuCfZa8nzquUyxHr0PYUluvPZLESvOVkW0EkOQzphZ5hQM6OutOxWupsxyu1XbJyAnaDyk30GWrWCSXO865pxV5uYkw34HOuJe45zAiLBpjK43/TXu9+YowIg9xtzVC53wduBQrQLCi6Ec03QUhgGnB1+dv4NuiJCc2YbIoKHM6PYKaZ2a3cYmz+FXO1rFsuaIjXXgJIkp3LtGwIzozY+VzaxB7aikutjZcrHwDnBlFJ9aYtBTk7WYWiXEGqtjs4d0t9cWEZhGMF86bEl0IUGVTkiZQBv3HZCvy780xlWCkbJIHuIcL4M90WJlEQTpFuHyuWhOS8Y56gbQyAZO5AHObkTnfCZuocFUqK1uglgrWM9XFqg51cNvS5ad53Idr+MWmog6AkUe/t+dHJ3Q1kO2mtTdQHURbA9MxXpJmNSohbcykO0O9TkBhCjzEMpeTYSHuTj/oueCX4arY4FvZN+s99OiJyuIN2UvpHxYsMznijz4czywy/ifqGTaK9Bj2T3SD4l/18Gg2KZPZWH9wl0f9mElIfJlWR5Zk21uqu4Z1JJ0PNuqpyfgxrz3TFh4yPVFRM2FWFbm2hsBkBztRd8Le5rAybq5WLr+/WTsASVjRe8eyi/ekHBBXBol+udHgOteX35iPa5ZN06wcOJudhTyM3wqvFZn8hf2lk8h2vmZ0/BMGNDgvZGy38RAa0NQvIuur3W3fpYWAGqhTzeJRg/QHMDOXkuqg3oOZiWakohSN3Ij+vT2qVTfjBErtTcmvJds9u7MKGtDcFUy0Z/wZMuSDsZgPOy0OcEZpWJG2ZAHNqR+gigjJQ8fMfVPOFmJo1UQ2XZxDz2IfDnqyCYGSrRdRck3Ep0B5+R5l1H0pOQ7Vi2i6gjpBOIvgkSiDeikksC4UawUetIYDgKgXSHYyAJ2e49Omg6qpwSSsnsay+6PTgG4aJNF0lJd/aUTo5Zj3RL1yYlyw1eZnPDh/sR2h/y9XF/ug/Yb/TUqzAoMJgQ5dlD5/CwRUqWp8F+puW8ama83Faoqq4kY64+dm6vQm1tB6BpLV5uNRK9rfsRaGbCtpomywTC/cYA0DrbKY51Dn+5rUo0+x1FIdoFBRfAJdzGU+QM0UI5mXOk2lNGa2twKan4EBwGZf59kzE4c6Jma9eO+147P3sKhghcMdobNUmrDdC6/vFpnUDEXkVKPpXHe8x2iDrJbiDcU1HtEFmxXqPay/8jn8NtHaqZQdkQ5oj+Duv4pkgnBk4xPcvhUr8WQZ16Q39qw5CZCSNK1zNeen1bYo5VCFFtK/p7iB2X3pqTkgMDwj2QlIdzN/z2gcymZFvJZRL9JSUYQoTWXaaM4NT5W5l+ik0k2z7CH4jtUhdSsp1+Bupq3A8l4/oM9MeBuu8D2Xa+3ncU4iQy8klySv4e4N/2+p3K0AcIhDaS/LDK8LDJeJ2UVGcPcy5CniPgWVLdkeale8VaWflw+4EoE0L0uiPZaR+niHUKQwBxF/2uKJBsXSHk9i8FCgwIpur6EFQ/1gEvtn2CzgTcT+RlBwRpeFVR7/reVNQzRFuC4eOi3wVvFwrRLig4EyLn184eYmrm0zANyrscByJCzXRUXrDzUvFLu3unCHLEtnXYD5KkrXPYN9eMY6fbeoSNTCCYpPENSMmHZ1/IvX0sKbkVmfQeXzOAH8pdI+EWAQxGx5eoM2myIoD1EuDkSFgAaF2vjMwcjoleECXhOYRonqLxRKSm0KcL4AKNGH9O9I+1rxc/QbYrw2oQRnofu7E5paNgDMP6WbHKGCBDtnW5vJQ8gEmVFuJzuMNEZiohj++Z4Zwe26m4NRF6ao5TCXdHkPpth0kppn7bKo1Xsh2l5TM5+el20D/9Aej144RAIhDqovckABHHiYY0AiwQkPHEN0S7JWk7IdfdvmT2M/MmEPlI/AfHJb0x0XD+iAZ/0R3f4W1ChutkMHf5piR76TJPl+0+628pd1uP5DrJuQ7n6xpiHRDqZhum2KYhUpLtSXsIMMyhAoEqzekOqFnLdzHQM2zceAn63WY+In1fG1RM2FaM2gc4WutQG8Z723p+xwZ4/644jb/LKES7oOBMHKy7eMmsqZwhQ4T2zLaNYTTDBPAJtF4qfu1ILxNh39qRodxjkmzgcfOzp2CYsSWJNa2fAlODgseSkjsJbsaZqDZOC4KGgaDx9XwOyYRB+D5EuwPZrqv+9i0E5CcWljfYvQzEWfxIPZYz8ptvrcvm2DoHtE5LrLkY4ZRe871IlmcSXaSsG8D2j8V5g76NmZZv5sh2xb7uthPsrMOusaifufsuDyYtja9TmLuzdlLy+dzsyttDxxxt1t9ckmU0gr48RcFMal4mOjl27L1k6hwJvgPDyaGAyjDITzqsnhSbcE7XS7ULJxMQSXdYV6PYfdd7okRaTn3iy5QahGHEsqf6qznhnvBTQroH243tJES/F4mmpI/ITGr6T0ZHP/1gopOj6zzzWfr5mttAOjER8q7TfQhLVLz+vqKTS4yKunXU2NHgvjbYbpYnbgn+fj6Y7NN29FnEUKOzaJTWOogDPudFNdv+XaVSc0NKtENqiBXBB0caoN1VZlaeXvD2oxDtgoIzsTtcPi5jeMJ5/AI8Zq18fN+4i0vip6DlujI52Y9Jsp8gP3sKoab1U0rJpwbJjyUlFyed3e8JmBvkm4qxcQ7WqWw3kIdUrmtFYGQ8FG5FgAmyHV2URVARoxELcViM3Ar6pcfi5+LdczOHQQZ/47veF/omymJJo/RivLz3yN8pRIeW5aiETWXgnOs5Alu46EVwbh7+LYCZQK47loEE535vlZKT1qefyaMm9FMeiHTSor9dree9RpkU1CjHEO5cNFs/H+ZmU9abpK4Y7AAVei1vU/P188sFMhcj/QMi6uBUyi/oSoYl+5CoxwEEsy2AiaNsOt2s5BzL4gb7IWlBcEQfrxOivOT73idnNCLZc+fD1IdDoj9sMBex1r4lv6P/HyXfhc/Dcqm8PHdeTJmSddvrfg9DfX8JzbvW0lmbiherKBC6HOxhCa+aOwdyQ2p+NmyrMoR9I9jS8DdRbA3HetovfNRbpLu3H2uA9t5doVnvOsoZUFBwJvb2OvSsrvSBkOIizuPcz4nO4c3BXqQm+BpYETQDo5/HyslO8VT52VN4ain53DkSBu/OS8kDbQhS8lNKTg3hZuTj6zC9B8YbJRvWa6ryUlsH6eVwWwdYO84Xb30yKBGpY7k3LAtbMwDafsB8FrnL2kDLIF3il49XsggMBI3VYxOiQkTwOZLTv1nN8zLOIOMl1hrQmn9rcGicH6QKmla66NCJBnO3hLS0Wfdec6mnLtk4iTpR9z0lNMZoeSKCuii7EPn10W5KT7oVfVXCrSqJYUS2v2z+8+FEbyBQw3b0OOjnQf2yKCFfQ7YHhFYSusqRNHcmaoCv9039dZwARJKNHlPKOmcgflm9djvFShdZ79QkqTGYJL9haCftQ44aL5HwEcn27w2l+04JIe6OW49wozvWx1yWwz73I95IzNGS8l2kE0Ybo47iJtbXzm+YoGMXztyD0hJehGkn8Ttvhuag44ttzT7dQVGzGqYB3mk8uTE7B9zVx92vXm6ri4zZCp43CtEuKDgD7RVk4wEbZuwHsZGlMhRrQESoJvK0RQRvrpyPPdzebm/jzLugcxd/bGp5Yzw7IkjJW+ceNYd8zfBA3Y4BKyGyJb60yvl521Pu45catgSncUaXJwsQDAn2rfPSdZ0IgkOMmimxBhqECYVx20e7kw+kj6HUlb3CBEu6LYGfNNALL0u8gxQT6OpAp8RJgJh3zV6W3ybRdIHgYAWNtRrN9fJqcQQjab8ARHLSReOILlNx4VrQvOkuP1tJ5nTOti7T5W67iQh4ipD7LFCifBAH8teGThqtdxon8qZ1gqxL+Zh6KkI+8+jziag2eeULAMBi5Mye79s82SaokzQG52Dadz2/xx3tiC5BKLidL3Zpuq+DdwSVlHc5yxT73JuNCBFjQozSC/Q3DK9H0fG5flCeFBP6PhGcXFN9Ij0dqV4Dve77xDqNiod7WbiOGUBVGW9MGUoUeiOzjEqI4SenMgQ7lYmH95uJmtibqp/uIgB2jcNWVIFRE0dn8U0S1Y7bYvRqaC8el2KAVuBRiHZBwRk4XJH51BUD+/5nU5LyY5HL03YieLMfl9W6JvaNi7WymRmttVcv4TWFG0jPnoRKyQ0sO7Tt45hITeVg5parSMlWkJM7dCZp55RuOkc9vqTaUOfoMZE3hrARhoPEXNl947JGZNZOmKOd0OdAcsOA8pLlAnuYiLCICKyo+VpIbq1YJ/cai9FANwyAl8yKDDPQ2jhJFHNyB7snnmF0RKO/wJB4p4T8qZEaowVUxmg995lrSJ3HWScwogR9vBxRR2iD/BbMMAKIuCRCvr7PRJ1Luf72HfmcnjzKE1j211Jundp0RmIxIj/br2myDegxc5K/NQ2l0oG6pp+GCR34yQ6ZmKQ49upTokgwxLE295xqQJIfW6Ay5kC8w/6lRDzXqeDQHvcteREi+YSghDsuSp1Dj0wDcaJnRID9NRqixUqwVe4dbj8hvxoIhHt8b8mR67DtevB9xWNzxoBNxZMked+qv8j9CxPbuR8QZCaNZh9zTy4GaAUBhWgXFJyBpr0eO5si1bVh7M/MnR7maVsRPOwvWx97CY11OCSRcyY8GckGukHNLcMQgyuBXZmfeQ6iwnD18mM5eWtVn30y2c7kSC9T6PVgHkekA9kQC1jW7RgmiC8blMIhLy0/NgJroKY5KVW7ljFf2AXxjtTxbyJiNV7+DaJexLtmrU+eRpGW0FoHEDrjMP/zHVvtuZPcAmlSicpSg0T3aYj30BgtwBg1SFuK5qZy8ik2FEz8rHTSaOVP+js4BoxzXnWw/goJkxWMjvRY6ZP2kNc8Bd+1fGozEWoWiNHa4FPGZ8N1psh2eB6Gayx3h4jtACCfiy2DyR3ybYifQBuSqLVnUXDGDkaR/f3QvyJj+Xy6bJwI8B8Gmtcj2snkQjoZMikrJ81TDr9NdpnMG5r4PnddVaaL2gdSryZnKWkOhmVdm1oLu2uH/TPCaGi75x4+RCoTD+1NScUBHS/NRaK3hkFMeDhYvHdXZaPQwWV8zqSz12bFxQCtIKIQ7YKCM3Ct/OyAXJ52ZQj7M63H0zxtK4I3++s7i6ewMi6J1rYOj5uV3ccz4NkAgjSVwHxlOfmJfGUoJ2+tA050JM/laa+dAFizXMU6ELQQWKfkNkz0MPfVnmEgWRmOUs8gvw3ScuD4+tnGk9bWy9UDjiWiSxDPcVP596g/pGkl0QmYkJBY/dwBaKzAiVMH55nf1VrXuXIbBsgBQmgvuHdOAiHrCNhTEO/UGC2F8YYA7cLECfkIa+UndXL3QmMIrp126IZhMKsLt/VhZD9HsgqBLDIIlSCp7718DFMJ+SjCyYwNHAA1gxNZb5DWkUzxgWjqTXi5EC6faCOVMweRjojEWtchSlubLjVk6ZYaosTDutHT+wKkpmuyYrIh9DlsL/wE6Rz5sI1wrAiYjO6egkQEEF8zd+Q23BtC32IJuMHkQyoVD9gYg021/Hww0Lr06fGek4oDSrKHEvAU24pVOQg/gZU5j0It7fCctU58mlEeRMAHd8eV/yp4u1GIdkHBibhmfnZALk/7mDyhKYQ87YfWPUr5riH2+/4wcndwOvC5XLDyKAQzq+eEa8vJO9Oc09ZN5eStjmDXlcVKkMvTPqNb434CAETLvgy+qwzrNZ58JtDrvvJR3diKhCgUjaLeUxhKH9P9utT56CJZ0t6bgdQ0gKD3g8rQiFjnIEAkjmxtrIWbDnitc76EWgfDDFR6DK3fz0sT4SnizbyOFJ2KoTFaCsMMkJ90WoBhBhggcaqqGJyZbAjUTitwlLAzyEvJCUpIghs+0Ema0xaGOdiB+G9IE3CtFW9wN7NdpklVVCDbewEcyPdpTDipt46+cyKwLrlO0mUIPnd9EJGmvFQ6RPD1caOTCGEuwbBK6U0ipQ+tppM3p0qxU9LfeRyIV3gsYzhxlNt86N8sb003NrMP08ZkhA0TiKkfzc6Q64AgFY8TkaTmY5uFMn8mTCwPGp2TigPzcnEC4a7mRLqu+dROgNcHixcb46trMO58ZDqkRlgnmOvyh/d1Lze+oKAQ7YKCE3HN/OyAa+ZpA+ou/tiS6d3Bok2e9E3Tma8Zvo4B1BKeSTA7i2vJyUMe7DktRjm5aP/IOvCRZHuUp71yDDOVYy5JpC4liH2CQJ448MgYUJDJzfZ9qiofQQlRs0QyGloJkZl8bWvx+3z6UR+S6x64i5CFqFzN7HMnT4uAOSCmCzB8WgohSzgBb+5XGTy0VvPgT5VOrO1fIN5OIhEwV4p0G2aI5KPXKotlWDudHMO95XVSgkXgfP1t/Ul1H5ZSC9SYjmKNaQqhW/QvoXCqVUHBkZDwYMwHAKby7vw+6huM1NK9UeXv9HFVl2mHQ+sjyl7XHHYl95Oomz2BaNq5nHyYNZDWNUQnHA+OpFe6iR8i1P4ekF5GYTuXOHU6KbVeL0vEO3Uun0I4rxeVHCf2P0SqQ4m/QK7VOHGqT4SNoWiumNbNrieizYSOmA8JtgFQz0SxAa2dPSUlZxC2m84YjaA52aE961Th997W9GTk4r+bU6a83FZFMl4wQiHaBQUn4pr52QHXytNurMPeukcn2e0gL9tawd6medr0JPLxWyvtdSxCNM2wxMHAJfboUsFjJjXCEdHI9uqwLzDK014baR+OwwLBTgl1HPSx1s9Oo1f6OcBuHMXL5WZbaBSSyfS1nh4VBQKgo2oHRAMyQGIeaZiUWDXhlGwiOqIjHcQHaawO5rd+4GqYY6mcS8IB2Futlc0zZkZsCJXwfILtFeA8aW3R5dZeWl4eTPZy07CGCDxT/itX2omJwJVeO87q+ZufHBqDSfNfp0qJAZ4cU/5cCJFbIDG/0x3pqS9aAUQ0jSW04jI/LgE+x99h1/irigAKE1OD7XeTVaFc3DzZVi8IWpRmx2siWZehBHvDADF15B/dfTB4GcyZnJ2KKeKt94b581PnthIifsFrKpJp6iYfK1LlzrB0VXq/MUyzXg4mN9mILoKddRifycUG9BhuKzNZUotBuNt2JJ3QScNTqA/CuA3rXNb0D9Dz+r1toVQFY5SzoqDgRFw7Pzvg0nna1gleH9qYj7mUO3gpOBE8JHnZ4t2cUxgmNI/SmwGeN8+OSAm38xHusyLSF+uZb88PhCsfTbIr+jfM017bp7BcjmAHhPEVkUbbrJ8ESgd5xigJH2KYm62dHZvlVJTIOAVwouZY1g0iV0mkfR8crB2S+tzdwsShLf1cElIQ+s8c5LM+IhmNzM4ru7YE61QWbp2AnGRr34a6uhX7CPzVejONQLqBbkLzEjVviQhVxTi0+b0K5b9yjuSzQUgimIqwgcPBdiZXa44dsy8lJjKaVCTkI8DBOTq+x9TxIT+Q5NhPEsGhlZj3qpdKt93KMLbQqhNhYijIqQNJTkl21yfyhDd/LXdpGBRdzse97faNCdGTIOxqIPWbxE079J/9PKGLRDj09TrEWyPIXU5zujuBCuZJ+OnncWgz/E1JvGGNZqfLgNLlO6XMXM51zdQzyAxKmKmJuSWZOHx/toMSXimGJBvQWtlDY1hAc7eJgFf7Fu9tq57xXvacIpWMFxTkUIh2QcEJeIz87ICN4REhPTVP2zrBq30T+76pGO3hcSYMdodxXvYwUhhzSB+Z+N5yaa9TQEF2xzqwbu1pOb9rS3wdi1aAmvX8s6LkbGozwzxtNUlaRzCsxWS5uuH4yjAgPnqdfhciZTmi7rwcOUajGNg1LTbsozWsfQiD/iDJDUhdhcMyjZ2PZosI2nYccelItjam84AdkdyQkr/GR5tNQiynBrjHwlqHlF8KgMYT7rQUGJGPjAqhrkhztp/wGrROYCFoHeJxOed4TLmQpzCG/e90fJ0F9pMmTISmtauuhXAeUyIn17YmJLYD1cnaw2FY1yVGnLgCkmvAKUk0zDBksT9YhCcQEWK5sdblHwMh+pwSnnANpl1k7mTsXWw91HNOSXl/39i/H/pJGPgot7+nOhE4RzEqf2ninUtvSN9qVLn7IJ1sG5LN4URd2jc1lyMfTQ7Hg7u6274pZoq+EpN9RnAYX1qGY/Q6pO/kl12WiQP6+29nlquYsa37/bqvTSw/1luWGHc+CTvIyF9ujX8W5scKH9zVF5mkK3g7UYh2QcEJmMo/vAa2FeMV+g/HU/K0rSjJTh8Uqfv4NdEMojdN6yaljBUT2kcedV+rlNJTI5R4MX7Q27plt9/++rjaydFYQV3pIMiQ5n4GR+whhnnac0OaEKm0kEnjJgC9QWoA+xJEw/HalNuzEz2XmZT4t1YHrmIEpjIxwt03opLJSKQT4GDz0ffQTnd8ZvYNYcDNftJAdyi2668vQt8huPaD91OIt5VpjwCBmqdZT7iDrNw6QUUaZaeF/MfHgAii2mBNjfA5GMMQWEwEtnWZoZT8iME6EXz1gUrN/ETiZM4cUjn51CZzpapWeyPENgBIN0EVpd2sS9XQZ9vGR/9tvD70PlCxplWkZd3CBgJpdoJ4fs/9TGmkPAeGV4kk7XRtJ8v5sG0ohRbK41kn3q28i/JK0unwctWECObzsYcEOK7n30+lAXRHrVvfUGdmBprfrmGeNFgz0HNqiRCbxIRszhNijUw8LkvaZr7eNmFbU49QE4C72mSDFYYI99v+541zeHPQ/GvB2Jn8xcZEYl5QkEMh2gUFJ2BokHRNEBE2dT6qvTZP24ng9a4dkSzNpRobPl0SIoJD0nfnZFJWCegg79GJ9qNu7WlgfO1SK86bVy2vQ0xXDfc3rQCV+Bqq3vXX5y1blwxqcnnagwGPiEaCU93E3DxBrrY3k5Lq3DqG2UdedVDdisRSQIYJd7WJOba7VlCf4DaQGx87L79d+zOk5a0AHdyTc7COVc6NIPGkbnANAaygwWnEW0RgV5xQgXDDCUxyaoWUB4K7mL/AOQj9bD3hrk4k3IYZzrlZgpVKyU8ZrrMn3NaFSG+X6z/ft2Cq1pd1M5AlTGv3f5h2AYvZ/PDaGN26db1rPlQuEPH56UPSC2+8B1lUQ6TSdHh1jBLa7jgMYZ0D4kRVHoF4h2imGhH6Mn0CVZ0Egk2J+zuAlISHCLiZmTQgBOXJ0r4GR/VAoL3rfviOO5n3WoTJ2tHnAIin5drpcsZwz3Qsh1DucO31VhnCxuRJNoNxt+2bqRGmI9lMwP0237+DdaBDO6qxXfKyC9agnCEFBSfAPnLkZVuNifamWke0RQRv9u3kYGdbEdrDRbqZxSGpjy0iWsprZnlDXb3Tx8JTD+wfE4YYxgAVJ8ZbEwfgEs7jS2hbB0rqo4YBdsU+pzRzrQ0j7da5bL73lPR9blxoDKursm/NCeCsQyMC2wqaMCmVcH/rVDadjkabVvrO5CvRRdSki4YvIESipgax6eddcF1H99aL0JmWiffGcHQPTmEXyGQOVoDWWlhLUaZrDINYtKb4ke1dC9b1I9zH5LdrCgfDrahQURuDqqJV+z48JQLRsU66qKuoC/eQSAfEcmcGIKFYQ35KSr5mr3OHxhiC2OmJImagFo0R710nI0/b1LxvIJDqvqxa0xCWjOEAH81nRmWClH1+eetEienKnzyoBZQ4dzL5HMGOhbzDXnDn3J1KzzXazkEI0Pk0hMh+uG+iSyk4I+thvE9Az/QR0Mh0qFSQA6FzrCcmVNQ5lU9tQ71F1k9ozZXv0rJh/bYIWsIrNylABLzYVNnJ14B96/DmYHG/qeI6H97XF0m5KXi7UYh2QcEJeGyJ47YyIGp7g+7aLMvHRQSv93Y2V7AyDCJ7FWJrRXpl0HaHeTkvEKLsjx/VfteQysoDobWZyCnjuk7wApVf5wZiwa28Io0O2mAilpJRX5M5h6khEM2QCcMESwJ70DrQwY08HfyKDPI64aWmyecOiATtGKjaYNkDojMqWo42LrmLCzxRWSDerXXx+twYVrd2WaeOmNqHxgmss6j8789+UL5USuexEQg3U76u7xQMEyDz+dq6HFbte09GPdoOelJtghLpSLp9tJvQ7z8TgFAzG2PSujYCOrVIZXh2AsEYgnU+X1d0YmCsvtL9qQxirqwk3xlQtv58Vx88GHp10mmaOpgR4tNWjruG02MP0IB4I+Z1A0EKPo6cM+bLZuUQJqkviTAJRr5POYI9JNZ9Ez1MkuxTCPZcPjZDvxtODDBRrI09BBHwoq5W3adfH1q8bCpABJ/zYlvysgtWoRDtgoITMFXi4Zq4qxgPSVQ71LPcN9NR7dcH20XgZlAxo7lCXfB9YoCmednrtlEZRvtIru7AuxXRziESWnSkO0h4mTVie00I1GCwnpABOlGnWgahNkBjgaa1mtM9E3OfkmCazOfi+fuusbDWoXGaR55KWQl6rQxTLYhVbj6srz00S5uDE6C1wak53+9IEHCElHchfzWHKeLtmMBQib6SbkQickpeN3OQBRMOrUOV5EVriR+H1j69lDyFE3XUPkZSviZfOzCqsO88E9mfTIeYkGqnqQJKVr2xl3QmfaFuMaDEPHXqX/urzppgGYZMGL85f/EZYsA4WCHAudhHIER2k3xiP/sVCPcw8r2Utx2OC0AxZSX3WHcioP8/e38XKku3nYfBzxhzVnWvtd8fnUiWxDGCJGCMjRxCZPDfhQL+C1jxZQIKAoOxDTa2hW0SnItghyD/YpvY2DhXgRDQTchVEiNfOZjEiVAQ2CYBX/gXSz7m8znv++69VnfVnGN8F2PO6urqquqq7uq1eu1dz+G8e++1uqtn/fZ85njG8+g8wtv3OafE+/Acan/sJQS7ee/CxC97PHQJ9hixboPQT7Ln9GC34R1bJvdEqTiQ+q5HJOsmJZ923BTAh31A6cxbYMWKKViJ9ooVMzElkugW2BTuiGgDWVLeT0if6ziZPG/88kQ7tAzQbHI6ffsuVeteYj3jpbPE7x0N6XY2YRcCpI43d4U2oiko/GmnavvKiTHl9dLBfV/yhLuZLB+qet1O7VPZc8oejwJmk7DmHksrEp5O2F0rCsy2eRhnO19bYWS7W2FpQ9UUMjnOKE9lCXoRse5i5ly2f4xI5C0eSLeyyZwVB3l54aiRJE8Zb9dBPhumeTbJtWMG0X1JyTOiaDq33BsR1IVjtqzpIQl1999EKAtnJoZHiw1nKuNn+qJdkhbnSzI7C3CqiDek11FDuKdi7CgQ5QXUY7Ktqo16iZksOwsKMINSS0Im2d3tNe71SN8VmbimcXdHnt/TN25mBqvF73V3OYqAeDlJ9kmkmB4ix/LjSzFvnsEXLKiNj5FRekLBfFgspKykmfZBRaf67WAEeyz6awgbz7291QR77hT+9JnjmfBQuMFn0cOAKdogFPhs47ELgjotDK9YcQ4r0V6xYiZe0gitjcKZ6Ui7P7zI8s3OzCBExW6k0t2FS31U3VzXS9HNyN6f6cvuHZNjyKWa1BlYafYwHBGcd+b+i+RNkHqHb0G8owIc5SRaBzj0YefPZaCRjGcDsDzTbhNvpuNKFTE1zsZH7vcKeE6VJj5U9mI8JXm5DzaqnshKoypYD5Pe7r+P9yn7PWhjXOQburLMrHnpzOxMuqtaoGKLAcq2MBCDWvWL0UjLzxFu13l+KXAiJ79HKTlwUGJEOR99ZJVqq+r2tWcMHSerKmpn/8+TbQ2nvdluoFLqW329TSRWJt18qIDHeMbJf0IF2SWybZ9xfE6JjPCqWHo8p5i8ZhEqkb1UHz76PIdEttXGSM76ztvPqaHxZY5OqarOmei2qtzSc6/Phd0brThAHBY2Tzedn2VoTNyOv56PiTjN4Hx08ndqtlEwYeOd5WVfsb+lM0LNsDQHP9PfIGNMKu6IsSn7t1swD7qRAwfH+zl48A6bwiGq4ntPNb7/Xbm4imDFx4eVaK9YMRMvbYTWxsYznjq51xvPeG79TFTxoapnb7sslsvUbhugZafmufBMmL8XK26B3KdtBNSqSAWOiXe7Z/Ia1KIAi8lIE6IIdtrp/essOh2Nt0W8mSj1PKfkaVXsBZAYkSfsCjMxSuraBkTJ3KhH8sqco8BOJ1oxKryn1r8F3rtmMq/pNUSKwlmPpu2nvcAW1K5fZFq6ypWRFyryP2LUptcUrBABokQwEzbnCDd1NQcGgbWb5Oq2dwRicze/t+q2qqKKCqfjcnKr+jPqzj6cK4x15eRTDDWssn3oWWb05xX3Rnkhk077RdPSURzi80LHqJDIMojbZ/Koco1MLAH21rMdFCDtkGayaqoqwTkcxf6d++5tjOCQ3NehoNbzaeqtcJDak5HuZhuXSbqzYiA/v0wefpp3PbxPeSvdrR7+VnhuLou+o9RdmDgaWxoPk3kv9C10zkHpjKxnA8FLUThG0SMVZxA25bDb+cYzNj3KqPZ250ZybbzDtrTjkhehvtkFfPlYzNrOik8PK9FesWImXrOqsi1cD9F2R0T7aR8vklwXjuHoMlLcRtsAzaK9Ltsek1XGXklAsKIFN9Cn3SbeQEu6na4hhTYVmTlXQQgK9vaOmCb1BWN6mDYOJkjOGbOtkyEUiOBJEdNkktPYiuws1oKm3xMOpL69HxtP1iN++tYD2U+/82kim2Xi3NgItz4vHTcmII70nk9FX1b4EugjPHbeTdafe7ZVFM+JcJeJMPeRUDegpsnVbVWBc2bex56PPATuCVPk5EQE741sN+OfeJ44vVeSemAMRID3jBBMhNzXvuDoPBHKbQHtMbA3P4co0riaM1GvtHd4fASp40lrg1VA7YkSoiSHcXv+EFIKwESHcTiCS6Q7ihy1KbShLdn56Thzi4O9wBFNyivPcKmNwhGafualF79yrGC7Un52XGiPx97hGReT7EzYH0qrFF9TDc8JB91rc0wmjvT529KNtnJ45pOYrnMonL3nsJBhf9mFiKIiPJYrlVoxjPXqWLFiJuIrumE7ti+aujUGx9T0vj3X08zPhrDxjKcZkvM+VPVhAlmH8y7jY/DMqG7MtNce7fOYmqedJ5R9U70uCW9+br88cvQGgDpVnFXRRNsw5WpTMk7qmuvRccyVqsnD97VVzxydymlzz+FYH7V3DqHnWvYpyqev+qyqViVPCEFSw/SU45gq31demrfg2VOITkxV7jbh3omCo6J0BHYtKagm2evIYyeoQlJcWj5XzNoswtwTjuTkA+7kmZTmfuU51MaufauMtw3LhuA9gcGn1z2mmWfRCG1zzADbte7YerrjhN7iHFvnWzLyLKNu34fOMWIUI4NslwipLX5F6Yqnh8EEeG+GWNL0vB+q/drU2yeAKEUPAqoyuIiYr/2DUeC0zV8CnmDmxbBzmSvXXaLq2J5zc5DJtWMbw9bzRf3XzfYoV7FPtzEmEwdMAbctxnO6S894mFnJLpjxLhHzdk99xvtdGBzzihXASrRXrJiNayu+12JbONQxHP2sdGaKNqcvuw/eETiMR4aNwaJ+pPn7tQZrngnV9YW9UdzXNP0+sUSe9hgJ7yK7fhdMcKmPzjFQdieC2s/PJPUQ1zEiqLmHCwAamJBO6R3sk+I2sk6lk+dCloeba3uKCYKMVhDbm2A63eYc3KJyBqS88Kmv7RJuKJ6DwkVF4XJ+tvVyxhhHJeFdKblVhgmkdywnDwo/UN2264BTC8H0E9UorJNawyW1RZ/5V/4cx4TYMkgjHPdlj37eBP6QJfFEBJck5Vle2z0vB/MzazfwKbe+j4w6ApDIdpbPm3kh4Fuy8inI5mPOsSmlkvpCoYBgsNrdRTZGs3s/mzECycHsxch1Rpbjd9EQ61YlfQic5PqTPisRazA1ageGtZ5d4wcx5Ch+TiYOmKpvc6bfeluMy8l7x0SEx83BTC0Prb2fCuCrZ+vXXjO1V/RhJdorVszEa0R7tbEtTCrelrB7R3i/v76jmYiw8YTnC+XebTnkJQZofePxvGZq3wNunacNHCbhmRDUKZzaEfVWd7t92k0FOxjBlmTepDRGpqf1XeZJeu7X5qPKW7/5VC0C1takTHS0zNx+97Xy8VtkvF6auJAJN1M2DDPps4sKKoFtIoPnnq1ZSi4qKf4rZcEXDjHKXcrJQxToQO+2YzNRu3aRoCHTHcLdloZnN3JRbZzHp2AKeaJWhZQ6VWntEO9KDn7aDtZbTLDj1HccXJKAZyVZ7imPok1v8XmVxfE9bv3nnFQjAskqidTXbUKZ00WCjLYxGsOObcEOLpmaqaLZ57nu4XORVQlziPXR+wmDsYqZWDOnbeLUk+Jakj0kE2cwygKj7QhTpOIA8FjOdBeHLfI+bnxnv44Jd0YUxde7gC8f1n7tFadYifaKFTOgM3qzbomH0uGb3aGqvasjHDNkgYiuwjF2QWbLVrXVm32pAdrQeF4yU3tFP5wDbnkaJEVsda/gEATsbRrZRXvCE6NgV0dUURMhbC1EEUEH5mJZpj0FbbLdndt5Twgtsp1jw3JmLGAVs3GufRgzJan8Jet6tzBBOzJAuxDZSIvJ3KUBxa6KULW2lclVRVVoUDjPDeGxSmXXnfs+kM28CndKSMzEyszUpoH63ePQItwKQOyebcM7ggNPkncDp/3Zg68beUmbeEdRuOTCn8lRPt/eWXW/bzHPGTNu1BSNlFwUAlPKjMnJh4q1uSrNqT1FKEnlU95142SOjj6cbEze9bedZLVBfnEm3sBhDnHpFcppm5RK2du0UHFJNZWRlQ10RNQ5bfvc+b+GZA/JxBmMTTHeygNYBX575rOJgMfCT87JziicycVP9p2O/jjCro4oHeNhZv/3io8fK9FesWIG7qUdcFs4fNhHiCqe64AqCLbFMlnYROYUvJsZrZWr2dcYoPWB04RmrWq/Lkw+fpuFpihy5DvQhsIi9binf9B6LiN2QVBFQRzwBHD+0At68ruZlV8mwKeIl+4neU+oa5O95wqb4NitWKKC/bTPZCbIBdf9lJ7NuVgybUEUkCgpPs4q/1KZPHhqNU4Ai/9jagycsrzYJcJ9aQX+FlC1NAbPB9MwU+DaSk8JmUe2R/asJILfsC1sJJKvSBVuZ94GMZ4/NmP92W1MOV+qihjlxNW6IZ7WW4FdLRCVEzLqCKAkI1ccznU+z/bvdG11zvu5/cgLaA65Em0924nfJ9J5WLzKDu5lYYsk0O7cQI//Rod7UluBWvZ9aa+TVrN35vZE9kKi0zgzwBYQ55DcTNI5bfOhYBDTRUTdwUj23PdRkql33cQdGGV53pyPYFLxc9FcTMBj6Wc/30vPeBzI3m6WTgb2+ZtdjcLNMwVc8fFjJdorVszAvUzaAOCxZHzvucbT3sqMnhkF81VmaBmFZ+zDdOl3uyJzrQFa73huWNVeu6qmIct0lzafsn7s8W1GAQIJgAPZth5YwdM+WBV7YFypnbC3OmxGaPPG65CceUXNdbn1O+tJJWjHpC3GXJU34q0DudonYyfgHKk6ec9EKfwcTHV6ngtLKABKsjK/ikKCWAbvgJy1C7t2jrPX75lwhyR9707IHTNKElTn3MTPbN+uzyQnJstoVlX4dCwjkmzaaW9G/NFnTeQL5663rFQoe4yoMonMiQLvEpmuE+GV1EMNpHQAz6jiQZbt2SraIS1u5X22RYZ0TNqy8c4RzLeYZ6Tc7oP0u+0ubnz7uPfaTOBuR6qyUactOiiOVh8I2Dp3fEEQnVRd+8ihG5GLT4EjQjng/D2EXMHutlB4YpTFeAZ9RsE8mKndBhPwuPGzc883hcPjiFlaE882sNmmX/uzzazPXfFxYyXaK1bMwD05VG8Lh+evdkc/2xSMer9A/m4yt6kmVshD7oVdwABtaDyu1ae3LOYRmU8ZzAQseA6mkOyMEO36IqLGYX8fBNUZ52XmQ7WzK0m5pI+ZOJuzWbkpy5QPlTUcOUoDyRhNtPm8bs42MKyWmRtxN2XCOheXVNXnIDaRZ3Zsd0HgRCdn+tZiHtLdSlKbcN9TJJikhcmyM15HjNLrcfRXB6nI2QvrFz4lUO3j6FOVO0quEPfLtYFpleo+B+tmf0BJvk6Tv0uAHDFlyhDXSLnbv7dFgtg6EiWSGWci4UCuCCclzpkTT3zoW8/S7wLH8vYuRPRsBvo1aPre839bh7loKTnmwKd74lKSXTia1e9sRnnHHgVZEVAU0yryTCaRn1IpdkR42LjZJPuhdNieMUs7V9EGbCHtuYqrhHxFg5Vor1gxA/fU+rdPMsSq9bMimYosIfPcFFYdn7K2UCWZuWW23gaFM2fipbF0L+vHDMcEjtP6aM8hBJlVHVcAVQgIahFyoSEIwwsljEN/ppmLHXBxNbv1JscMlYh9lKNnQ5aituXqbSO0eVVtmqwQoWRctCRUT03eboEsJ+e0HhJEISIo1Jy7z03IgyiQ8ra7E+HcJ8ycSeaw0dVLgZRskYnkyPHZEYFSznbvGAeY9hDJLohOqv3OGQEWVahT7OuI0GmFuKY/24PA3hYOVBX7mW1ISPsCMol7992U96mzSGALxMdu5EUieKrauP/3Ij1KCMnjwKUIwfzrlgw/j0dgbS+3rGr3wZ5r87+4PM8jyd3PnNOPzZlg57YOmCKq8MlcbcJ2CEDpXa8beR9KZ33bcxcR3m38yaJX73io99Y7wTf72jwnbpGvuOLNYSXaK1bMwH3UQ+xL/8M+WlW7jkdkeOsdPlRh+M0TwUR48O5srnYdxcx1VAf7bJdAdtBdsld0xXwwXR7/BmRncZldGI9R8FWwDkfBgVq7VPHt2xzxMcEgOlS25lY8ABzlYgOpv5QIfeFnObook22blB+q2iJ61vAnbycThbOvvZHT+C3RnRQ3JMkYD/bBKtGbCdXtoAqN2hg89X1WQ7hzZfeVHid5V+poCwTtah0TofSmKOo7/N09yyS7S4I8DvF4feDUhPyY5Nq7EE2+j2nVbNuPXKVM2dGd7PBrVASOGUyKEOQkxi/Hu6FjvJljBPOCzaFKbZVcI9zHrRCELB2nQdLcLFAgLVDI4Rp66ZZc7nGwP4eCL+8dniMVZ84V7KT8AcN7zK6iT5WJA3aOH4r5zuJEwGdlMdksjSYybVXgm/3qQr7CsBLtFStm4F6U4x/2AZJktDnuK6P0jF19XQZvRuEZ/kzlsaqNSMS4fG92F94TYrXsZ6xrzvPgHCGc6SMdQo7fmlPfysT8uZamolB0yENf5jQBJxPgw+vmV367xkN5YUmhg/FeOZ82Z8u3q9oxuS83/Z4jnz2lN75vf69FjmS6JfruP2ZCHQUqFkUVRbFTwaaJphq+a6MCGsRiowZe18SCcVtK/XJVbsLxokiWvhedynPpzOCyvRjQ3SVCP8l2ILiJpntI23hkQgyKWqWp8Ilob1Y9YNdlQQx26CWootc7wBMRisKBB9pMvGNQPP2OorRYAc1kXw8/d6YoEDrcd8zjWc1t5AUKB6toT3XLXwJ2n8/71iovlJkDQDnB3CvHcGbXewajcIDz88zagHkyceByqTgT8NmmuMAMc9rrd3W8KFZsxceHlWivWPHGkElHxtY7i8hpvWZTMJ6qZWTW29Lh/b6/Qh7lIN07Z+KzBDwxapZZPavncGmv2qcKJrpoYilqlak57xMRcxQPZjxmEmJb1GlXg6mnd5x7Jv5ZPj53ctUlRm2SneE9IcRTYsps122OLmvHex1VtUduH87ZQyMv6tvfa/Fa6hEik+8K1NzJmQFW7IKiAHpjstoQWAqC9+crYidS6hcg3eZgfTyuIApNJmntTOrCMUgEbfX1odd1oJJNBH/GlbkPRARfEJwCTGxO5S4tRmR3bbEyMZGZR40RiSUVTs4xiPufIeakbtdK/p2ZAracw1OsGeH0mW/+AKbJn+vD4lJv98Zxun5wJC9fGm6kJ74LgvVUXyJtnyIV96ly7dle5/kycm2fZwsjXTfyMVwqFS8c47F0s8c50LUxiK9XY7QVWIn2ihWzcOvqzhR0SS8z4XFjcV8ZpWPsSBYZr0t9XX0mZ3XuzY7yIn2cgH1J7pdk2ljt0ObCM6GaQcJExw2e+hCj4LmKqJNEE0DTR9mtBjMdn0NGf3U3y0rnFhlcS6rZGC717I13hBhxUl3PMvIY5SjeK8cI5V07N4Yh4vtWq9ljcO4QbRZFADVCXAVBnCAlz2S7mEC2M5pKpUtZ3TdyLB+KX4uq0AiruB6RbQdCquiSXekO1spwkst9RfUyY+MciKlRnxARSmI4bsmWVVH6TE5tAUlbBDO279uFwEQovN1H3XXdggjwzlI31HLZu+oHVevRDk2El4GI4FPftzS93OcN1DKiZv8Gzhla6bOWJd6E6dF9DMy69tsYk4o7JhTMKQM7t2JcvljNSbkxh2BzkorPlcKbxNxjc8EiFHBYVJmK1RhtBbAS7RUrZuG1efaujr1Vgm3hsaulmYhTkl+d66+eim1h8tfu/mdZ4JK52efgmRGc3siBfMUUUF9W1gA0VbKnnq3sXL+rc7b24Z3tbXSdu9vy8W4vdRuF41mLQs0EGmnBoDOmk9c7AuS0GsxkLs8hSmOEJjjuIx0dBwNxoKp9CzMmeaFq9tC+G+c9nNOoCg1q53ailFxhpntjMvIhuES6vWv35OIo8ukS5Li5IYgqqqAoO2P2qaK7DxEcgcK7k3EsQbKzesMRoSy9Ec/UptSGc8Py3iiC50pQspHw9jqZ/Xl8T3f3gzp/2t9TMBcRioKbe5EYR1XqEg4qcuTP0GyjWWizRasu4QYOkWi2H6kPewLpbi+gHT6LFiXefmLGvGc6idGaAoYpc3zn2PlErLfelBJLeEE4yhXsederJ8L2Aqm4I8K7zfxc7Yws2Z/7/tUYbcVKtFeseCPIBmhDeFd6fL2rm3+XKQt7iV7tPmO0HOn1ktXsjNIxniUuVoZeK9rzwERwoMFYoIy5PdlRBPtasI/mOD0GgULk0GvNbPFvjobdxAnUZMRPPeOZtOeJ+ZT35eiv2NkHSpVtEaTYo+mmaHm7JwT+Rk7jSzw3rgWzVbXzSAQ4kZJ7tWfdEAFpV7YvbRNp9+QCHTMsnffscBMIkMBSJTadMTsifOYdnolQhdjIyQlGrq4h2bYAYPfHQ0eOK6qo6mMPDj9CHKLMb2XIhHeWYZbvf75sCg8ijD57MmnKsXyDr8kRX4lsDxHvoApWHbwO+4i3pj+hBwXJ0BNmitM44YrYL0fYOAYTo/BG1AvPTb74UvBsFexLqtEbzygvyP8uHONd6a5qE8sEe+y674Mq8L4K+GK7GqN9qliJ9ooVM/Ca7bzZAG0IhWdzqk2zLyLCw0h/9Vx0jdFyLmr9gtXsjJzzXV8QG9OHda15Prw346Qh5Er2ZJIdBU9VtFiniSQvirRysjPpHO8pBKxnc4ogIhugGcmed605BohM5tr+KCIj2bnPXVSbyfw5WI/58bLQVJI+By9WzT73e+o3ustS8myaJqomFR4gBEuQ7Ta6xDsm7XRXPn2yP5juDK8wst1eRHBEKAsGakoRaHY1+Jl9uLnXlNOiVNvFuk8yzETYloQg0kQ4Du3GpQZol5wXJsKmcIjJKE2R20byvpiCZMw+JBNuD0B7rrX2Z1mk9zDxFtHJ0m6iQ4W+i4aEp+OoaTGJmjaTU5UP4Vgq3u0nzgQ+b5tAACkcGI8bRskOzAQmUy8oLLazBkDWQNBsN4+Z6BB5le9V4n7DMM82P5lLVPN7tyXPrmITAY/ltOiuc8j37SWV6ecqXuSKvuLjwEq0V6yYAXolSiai2NXnJ/qPpUcdqubL1/qo+vurL0E2RrOIFMs4PVfVvBUKJgRaSM4/Qwq9wmBVbQw6ElvO9TRkkl2duU678yyFVc/y/GVT0CCBZjrILnP1e/Sz8usuINmHzwTgTsk2kCpcMJLWtN6eAdFxVdvRtCzuuXipavaU5+mQo3tUhUSTjkMU+1qw8Ris5gnMS2Io+usaZJl5Jt4n1cr0d55hZAWgITubJLEt/SGTuHCEqA6EU1m3vSYnpFEjr0YmQ0NV17wvA/DMcMV4Bnx4hZYe5xjM1k7Uir62/nZvjuXnPCU4LVbkvO1zsWR9xBuajdfoqhaDhoTnhUGkBZYBmFQcUAI0PapSrDzMzz5v92CmlhdtuqoJBR2N+1Bhb/202wvQHT/sGnVM2BQW0+WZMXf65MhSVabGb3Xf+27rL4px7N1eU9G+jCx/2Ad832O5yFhWvC2sRHvFihl4rYr2cz2Nzjq2KnbbcfyxcPi6Z6J/CVySfX2oAhTLusrORY5v2U9YgDiH7Ea9Yh5cIpFdhBktCyFEfKjkYjKrIgBz00stvdc6HVVSmKzjc2wq7NgmnFfHE8EIewh6dEwi1CocAlQiYMLoQkMefa6cKRHYGbHJVaZ2delSLOwzOIqpw2wbo7WhMPKcpeT7INhgmGxHBajT238LDFUrN54bPUIm4Rn2s8O/2r9WmPkbw8iK9wqKDhsGwNar3KgQzpDpMUyRtWelFBGwrxRtzcoScV6XgohQFil/vD5W0jjH2LLJzIef87lKa3nbuTc/S8vP7VVDvOlYup0N2PLiS/vvk/YL6L1erYqu9swTxa7VRpCry5xM9czl/qAasOryZdfI2fHSwY08k9N9EOzTGSGk6Lm0sGHKHzrZxqUycSJgWzhsFl5Qc0wXRatl7IM0C30rPi2sRHvFihl4DaKtqnieYWq2LZz1ZqcJD3PK2l7QGO2bnTZV7dfEUsZor9kS8JbhmODi8SJF7Mm0HUIdIp5mkOy+0yQwclikvlLu6R3vMwZyTIOkwCeics74rI3svIymmnks8QTZYI+WAURsAjdh95t3WZnSNtc+zp1jTjgQbySJ8JTr/EWdxifed7kSN7R4Y8+h3Lct2GKYbAdV4BUmvB50JOudcjJMDmykhZiwSeRoAwZU8FTZhVN6W3Co4+VVVGAaiWA6GEI9bAhBrH3I/DpeVxWUzcK2pTs5HkbEHaJI8hc5j2yMVjg0hPvcAmIQbfwX8ufmKncXuS+9tb5ybBinRlqLHB2mClGCijaEMkuZCefl9wxGWdJiVd4GlKrq7tRIrQsFEPK1EuWEeG89X2R2BpiC76G87L3ncK4taQo+VBFfPqxE+1PDSrRXrJiB15CO7+o4Sx5NRCfGaJvUu72EJFQBeM+QVNV+bSxhjGYT4HvYm7cH5w4y7NwrOQVViPiwj4sRu0YW7o5l4VnCePp6+233vDOMA4URkt2OM5panSJKfe2t+C9N/ND6GgGWaR0MjiglAg+/WNEybNKDjD9PyKmHfOee0xfDjMdp1xitCyPbBDCwq8cdyYMoCHK1Q/ccuJlV9G6OsYi5kX/xYPm/zzXArXqydwyXqtuXVJVNEXJ+jEVnPzwzXGnV4t2MddduvNa1YDoefz4eIerRM8kxg8kUAG05+bkR5F7uXKFuIsA6r7MkgX45fxfUXnjpDELVpOCO7HmW68EMwJc8S8LMYJTFfMfsUaTjfanDeUYm3hrNuyJCsdtHuKYqfv76cER4LP1FEvOpsPN/3TZ2dcRnVzifr3ibWIn2ihUz8NKVT1VtqhZzcEtjtOzs7BwB9fnX3xpLGKOtX3uXwzGDo+VdTyHZqibxfa7mk+yh+4/ICGLuw273jg9NvogoRWYdT7aZrUp3ZDh0AbEegnMEUrJMbbT6XZVS1vb5qpl33Ez25+IgWzby3SbeL51fOCfjN8thx45NzBbgDtgHRQkM9mRbJrXcJBqtC4dpsUwZnukkV5hBKLztfzbA654za6chOBHUYV6E1JSFAKb+iqXC7jfvgDpadT3FWfcad/WdQer8aX8/LG1TXhQakMYXPefZerQJPkWBZQk4pe+vLevBLG2yuuIQEQYkM7RkhNdE0YleRPpyBFiMRjhLz0eeE94Rihmk1oFRLFXBTvvskqJhKbLo0iJANgpTTRXvoNjDWmqykVr3M28lE++C6BB5dy0+rA7knxxWor1ixQzMmSwtgX0tF1eY3pUeIdbN+5cyRquSyy/BJl2X9tYuiWuN0UxyjIuyTVeYGdnzhF55VcVzFbAP053Fz382G9EWASfNJjEDIkcGaL3vpWMXb4aZqzWxTQsQ6z7kTO0Y7ThYhdo+xTkCEhHvfW/aX0fDudpzcES8U65wJt5Gwq/a/CjmbnvIGK2NqGqszxH2Kb+9j4QBqb+dhiOZlsLUanZbKt5Gu6c2RDVnaJwS7ebzmOHK6XJyxnmTJ1Vz1K6jWLU1qS8UClHLvc+f4xwDJAhx+jO1n4R3m9gP/0ic276HHDUmZn0kPC9AaOohD/FAuAvvwCJwJ589De3cbSCbomlaxJu2jSiaqtaHc+VwIHZM4xF2XThiFMWVxPBGxDrDgbEpz7uQi9qco4pGugvHKDxj693NZOJd5DFeaoTWxq6K+Kz0a672J4SVaK9YMQMv/Wh8uqKvmpnw2eZYQr6EMVpUmxQozOVZ9vTiOdpdEFnMy666/HitX3uXQVXNZArjE1VVwfM+Yhd01IRs6DPafwK5snSQ80VFk2PrmKByfnJo27DxOwBB0VSab40sJc/Q/J9EotkxosiRlNwWtw7/9o4W64tty8Yz8Qaya/VwNvmluHRzQ8ZobUQ1Kap3hCqR7T5jJYUZ9y0V+9UHxjTC05WKA3a+y+KUeFfBEh/4zOrgVDn5kNmWiELSwpOmlwxJ8btbz0ZXUa06ufQ9deDdCk+EqrkmtHFPZ0aKrDooAApH8JycxZMk2zFj4wmiuLrPnVPpvXBpm+289RT9lu+1vNDWPYUMW3Bh2LmZSvB8IthzF46yWoTznzcg1u0xlsVlMV+iQIimnNB0/sjdvgBCV0R7daGwed1nm5V+fSpYz/SKFTPwkgXtXR0vkoa2UXjGY8uF/FpjNKt4oZFpExG2G8bzXmaTp6XhiFD4yyXktEZ8XYSYZJOOaTR/+Xkf8RwUmvJnjipYh/+cXEXtgh21CJYzp6CjLG8RSf2C1vcsCpDqkeNuFwRrhwg9E96XQiaPUQ/5xEQ4kZJ35ah5YryEOmBoCwLTzUccJLtLzMEv9bsgOo44G4IkgsdM0NoWLMqegUcYUSwddxZybJSHvx8NvsE5h+8pDud9kmAGY1MOkyYzHDx/3nM116ueuHHb51ilrkusu68rByTLuUo8BEcEV5jkPYbl4yALPj1Gimx6ByD2E2/LHj8QbmZOGdzHJPxS2DVlpJXTBZOr7vk7iplACpAePBUU5oFSeJ4kE88eFIUfJ9j5GdiQ6UaCv0yP/DkUiWBfSuA9HVfAgypCZa1wBVuE2K1yqnMOd7FQD/hTFfCudC9y3Fe8PlaivWLFDLzkg/H5iupsGw+lR50khID1NJlBzPxpRBQzVGvboHGayO3DshOoS1Amd9ZLXMhXJdd8RDmYnzETWA6T0ybWBsDzvsZzLccGXTPRPT3sGF2iEURBxHCpl7QOsTVZPkihTRJ+oPZEGMzffhFI6rvumdrnnm4GesvAjgkSgWsl5GOLJM1rWr3d15Luax6ljglo9cTa2IBs25wX/YICFE1uX0dB9Jx6tjsbVFNZHPVrtxZ/xg/toe2A26SFjACMVbNz5bL9uVkK3e3R7sIn0zfRaRW9tht3SIs3Igp1hF0VR0klYdgoLS++nkMm3Jo+N3Qd+C8Aj4yrjTHi7ZjgPWPj2PraCSck/BLCHbNMBofYs6wEA7Xv59b4CXjwnOLTMjnP+5Cv7dy7Tii8jb/tPA5q9bbTNDfyW4FTrGJRjN8HY/DM2J4h6LUI6r1Y7nbpZvWxTx3DNYZvXagCT1XEu7Wq/UlgPcsrVszEUhWkMexDXDSP9LNNge89V82X9uPG4Zvd/D7ZOipiT8W48IwYgaCv3+W8SS7ks0/RSrRnQZLBUEYmrXVHJrqvYzL0u/Z6Ppyg3JfdBxWFT/pqblXZVRVBM6FsLRTBSHZo+jtfftFFNVVqQck1/ZiC5OicHDHUxtQK77nPn6tIyaRbkCpzKU7sJZAvuyzLHW1ZAABRkCPUQVIu8Wnly5630pBWxXGrQpb1A6du0URkMXP2puZ3RAqtY0pkM2JHuaLaY3jmyIyhphJnwK4VctPIlDZjI4jaoikrQc681Y+Q/rnfU9mIzLmDPD3KZWR2yOjuHLrE2xOhfGBsS7suQsyyZIV3QBBJ8vd5n5H72c/mcJMtnGzZ42HrTn6X/8JgFH78fLw2CASf1GVTHMOHUDirUs8h6FEVH/YBTMC28CgXOE65P32panbGSrQ/HaxnecWKmfDc7ge7DfZXOGj3Ifdrf7MzqRUT4V3p8M1MF/LYIVdtbEqC7Purci+JS/u17Qv99avybwX7EFOPYbuySKDWMaxqwfMiJPtQAW33Zfe+rjW5c8yIyRG9b1GJYBE6RlnaJDYT7pch3tl9PFegbOEqj5kaybhLJK3bu23GS5dfv9fcsYrsfm6mbkTTCDfNOKhRASSjtvZYieiYDA9AoNBoMvJYC0q1Pvij9gVYiEJvxRudF/YcZ8LxWp13bH2kUBDbfUFCcKIoPJvhnViftb9AVpsz44lsAbQckKhnubJI6l1PP3fMeCioibIb+0ob6qfNbSOXIhuJeTfes9yHbNK1BJQUVRDUAJgY3gHbkiFQxJAqs6U2Gdznvv5z20IdFYVzg68jQhOP5ZI0uguGkTx3Rhr+2vBgeH9eiTEGImuhKK+ogAO24PVUBewIKL3DZoaRXBfZ4b/oWZy7BqKKfYjY+OHrY8XHgZVor1gxE86sim8GTb10S6P0Dg+lNpJ07xjbwmE3sV87SpK/DUzmiQgPG+D5DszRLunXXp3Hx3GIsUmT0oEZNqd+4zoInuu4WO9+JjJupLLgkrzP3IfRVID7SLZJNw/qFMdtky2Twx4tILR6G28x3xUxt28RTRU/glNC93HT9G4rIK3K9zXGaLqQeiamKnd2ex86ToTxxYshYn2yHUo5w42JW6vTv9P3CgBOTGYrtfVkd6+lvGhwUTQTDp+Tp+TNPSJqMmdPcGStOyIRxGTj8MkwzGmzmDIF7AgkRpSd6BHxjCKIMlxNzXLwHHMnmqKuOgd8TDJ7rYfI0b4QgdNiQVSFnCHdS2Ymt1UMUQUxpN5nIngPlIUzkh0YnlP7VCsuLCMT7PwdSQIUPTyqTbDzsS1LI4P5f97ZPt6zO7UDN4sA1xBjR+aq792yiwmi5nWzDxGld9heQLhzf3Z5g/7vXSUr0f4EsBLtFStm4tZxEjmS5hZ4LH0T+QIAD4VDnNivHUXO9nFmc7Td/mWcm8dQOm5kiVPRlhqvQKuf8jDhjWfyspkIqsCHC3KyR0FksUHDvza3cTXJZtMqywTqOAl3Sbb900h0/5gPxDs2r12WdKsCXT8+c40msGpyQz/AEeA8N4sJ1xijLW1kaC7Lw4S7zwgt9/rOGb8V/O2gRTmvpYkt1m0xh6dkO+cYjy3onINFsB3e75NcmoiMhCngNMUSikKqCGYBx1SpJRvXOeLhGaiTEqcKgjI5Z8cJfcVd+bF5bTj4RCKDWC/zkGQ2V8pvAUfURKJlr4fGvRv9BmjXoG9LCjNIDDXAsMWvsiAAzhbvXH4WRtRRsavkZBHa1osO8XFMqf+bDseeAGwKxoN3cC4/U+6TXDNaRnLuOnLNZNXvwl9XvZ4CVWthqhLhfpiRMuCZr6rSj2EfIlT93Z7vFctgJdorVszErWIvMvbhhuVyAO82Bb5q92uXDl/vzkcu1XFYNt6Gme4wdtXrk+2NZ6uqThzGubicTwGaSFKMeiLc0FT1GkOMgud9mCTpnQPP41VQJqvotnPjKRFhbvUwE+zffb2ljpGMxcZhkWaKuGClW2EV7ZTwa+Qsx8oQgb0zst2p8rXl5JcYo91yXakh3J2IsHycMoGamlXe8GQ9rna3q8nnECWtaEAt6JhOJdtR1QzoLjifDofz5mCLIW1SyMhmW4dFI0HyDhDbG4Y0EUsFc4p4Op3sN4Z0sMivfVCUEypk5jTev3PZ3LJQq5AT6Mh0rhmzzrnKLodF8KF1L9i9bXL4ZZICzhEdgVXYQzTJfa6+qiooEBQBjyWjFjXTvXZrvyp8MrxzRE32t3OmJCjY4WFzu3i5a3BErBeI/Gq8Cfxl8V7XIhPuOkQ8lP5slTrv863GqrDCyrZP9rDio8FKtFesmIlbfkGIKKobu3c7JnyxLfD1cw2FkY53G4f3Z/q1o+pkiSkzYZPI9mvGfhFZv9e+mjYd+5T7tHNltG9SfXjN+NJJjIL3+2Cu1FcadLXhiOAHJkXZSKz7WaLaVEosV9uuRMf9xAFAI6OdPu52pTtF5vBlBE1b/2egt3rvHKfqthnONcL2JCdnBhwJzIph2j4svSDShxwRpiAQ2wS+nqjcMTX6uIzc1AyMMDFJIYqkVTUj20Tu5JxJFPDMvkyCybnt/B2T6UxueYJ7cSbeQRR7CLiy66r0B4MoW5RBUigJ6nQe6yhnY468Pz8G5xgPiQDkCK92HvaSZp1TQWSLp9RahGqyqdP9LYJm4WbqCKfer4pkjFbZuRa1xTHPDDBQotUTr7A2CiY8lN4W4tK1n489wxRg90KylybWgD1TPdm1e4052pIQBT7sAypmPGzcYEX9Vv3ZbTxXcSXaHzlWor1ixUzcsqJ962p2hneMz7Ye73cW1FU4xtY77AY+/1x/dh8cE7YFX5zZvRQ8MbTApL73T61Pu6lcT6goxhTJMwRVxXN9cMvnRASuVTUMmR5lN9/cp3vy+6ZymbbjuJFyjnFLx3T2Nf1IEtdoFWkjvfOcuFWs+js2rSMieH+ISWpXuJkA9owtWY/82KJJ85kvwJeyq3kQsYZzj9He0ynkuovcOjB1kaQh2ynXuPTHJmgCK3jPac10TNh4PiXYHdI9Fw3xriJ2VTSFQ3IwF+Co58Dc83Xwe8rB5LDn0K72UZb5JtOyOgh2r0C0yx6XcSKyFK0scW9xluxIr4n4JguBhPSXmVLt3IedlTMWxcYmMfZA6ZxlWqdjrKp48A77qAgxIsS0GABgO5KTfisQDiZ6mfjmxcElxmLnw1zlvWO4O5bC1yKonwWbol9Ofsv+7IwqWkvePffir7gOK9FesWIm8mr6LfrTlnYbH0PpHd5tgffJiXxbcOo5Ox1DNsKaC+cIG+UX3a8+FMxQj0nmaJ9Cn3Ym2GEGy4pnJOPPlZycZ+o2Hc9ErhB3pyDZ5IlpeOFLcKh2A8nJO8ikSpzjy43FDObyLGkfzHRq0tvMPXrCi3NMEvcQbjOKYss1P6NSuKXiJBPm9udzkiJLVDBzsxaSybheka/MRMAMRUIUATGbcVg8jf0SETCNuJAn5Fi2h+KQf+xwWtW+FlEEVaulg5OKgtT6qfNe1zGPu0NKARTF+fFkb4A+cCJm29I1hmtLSbjHULj5FdaGOI702zPbeeu2L9hymSH/WUVrnbFe7dyGYpXajXPYFKc+EpS8JT4vCIBP36VWmbdtSvP9emiNyPFyh9EcFC/H1zbjMJbG/YByvFz+f1ZSLO8x85aI9RCG5OS37M9uYxciHsuVjn2sWM/sihUXwN+AaLdNyl4KG++gG8WHfQRRlpDrCRkRmdaf3YfCM1RtQvGaKB1bVe2MNP9j7tPOctQplc42ukZcXYQQ8Vyfth5wmu3N/TwgyacbkpJlojlSaJxkZ2QHb+8YDCCkLZ0bjfVcXxddZMhV7kPFdWzI2TBrzuE6Itx66Fu1yjzgHCwruee832o9yaqH0rv9PGdVJGdsYFEVCZOxjKnXXJSUsS0KinpkgmZSZB00RssEOxs75eqqvyJOqA9WRZUTzwRJkXRVsNgpM5cyjXIQPTEym+JoTgSUZ4zg8nefSyQTOCyoyA2It2OclcNfioNvQJ9FnyGIoK6laT3h1LfbPpYCxXOt4FqxKY8XWMw/waXPI3z24Jr9ycS7jpIW5/pTEtpo8tBfuhpOx9Xwt0qs+9CVk28937Q/u43naiXaHzPWM7tixQW4hXz8taq+28IjimJXSyLbJilvT1SDXhcBVBaH1fvXxMY5QONotfJj7NOOYq7Vl4j4c3/m8LYF73fDW2Ym6AQX5DZypag1CpNcNhPMQzTR6Nih8MmEKIgCNL13/Dju61pYtSpEbRQx3UeId9yUzi6pMptpVO4xNzmipsgvolRdBTUmUlYxW/Y6HyPYrYE2lW5pVRGZeazwOAvMBMg0sq1JfQA2KSnxcb92nzFam2AD5oK9cdk1ernvhtzvO+byn897gOA5CPbBrqUyEYXG8RrDDuJtFD3y7DZkwG089+JiYeJNdDuSbdsfa2GwZ58CKMvhXt42BIrnSlEwUBbJaT61SwCW9NHeH8sSB3wrb/vQd47GN8Pk5tr0hd8SZtqW2l/4dtXwe0QtgrATbN5tAACbF+ifDmJKiSEfkhVvGyvRXrHiAnxMRBswJ3JBjaoWW3HfeHyzDw2xkZn92X0oCxO57e+isi2IAyTqY+rTjukL/Jp9OWeA9lzFs9cGM0PPbCeDYJWyI2dqWMQOcMignTLZpBSz1I4iysZo547JfGO0adAUn9Qm3K4locZEB+4x5EqjU4WDLXBp8ztqqt2qMtnxewyTCDbQ6GH7WhZEBIL+RYhLwExAxKTnlsV+WZtDCIKi268dpalSZzMzAhrjqIeCQbTsJDlGOYrVGwMlMoS0oFVFQZUUUl9sPVxyLj93zzDTWVI79X7oI97Z+0CaHvzzz9nSLasOOB2n/cmJWLbj6OogoAtXf2oRhD1h4w/54BtvCyDnx5T7zk/zwvMxPEjMD34S+fs696Ln1xDhWE6Owz5mBUg+FoyPo0J9DbIC76kK+IHPyhf5zF0QfLYS7Y8SK9FeseICLL3CHqLcLJN0Kj7fFPhGK1TBjDk+23h8swvQlNG6BIqCQQzsJhiT3QpEhI1j7HQ4F/yt92kvQbCb7Yxs5LmKkxaIiIxsxwmu0JxItk3IbXKezZvmkGzvjLxaZQ1oqxTYMWTCgs/lxmjnkQl3jiE7gNLk+frKFROhLByIgFqO+59zHJl3PJ0odyAK6IT86lzBPmp87X+l5WkPGODNBTuCxmk937lfO4jlWXvPDZkmtgq2I04tDUZsHVEi5beXiY/BpbE44Oh9+xDx3SfFu9Kh9MXZ7Uwxfbr0eypX3rvICz2Sro82CffOpLvX3n6JZwI5jo9zLB/wWVqIaKMOgmqiK/4YFIpdsCSRzx78Iu7SbWJs+LRJ8S2Qc9qJgO8+1fh862+qqgCsT/yzzUrJPkasZ3XFiguQJ8dLTcCvM15aDp9tCnyjNeporrWfbRy+3tWLSr69YzwQvWr0FxFh6xm7OvaSC8f9Ocv3jkze5picjWHMAC2EiKdqPBKujSn92rmyq5rjg7Spwtjvz5NsQorBSi+zivzxe5isgjVlKn29Mdow8qJCiKYkcUxQUjjQUTzZtTBJokAYUKXGDK8ZB8HypJErZuP96bYIcp6YHyTi9u+pxUFRhcYZJnIjyDLyKedaRMGOEBXYgOD8QXYNJZQFgVuVa7+gVHyKTHwMzNRrPpilx18/B5TeIrv6FjGKEQO07hiXRFsd0EZ2cM/3e7vNod32kH9KOFRi85bOVvDpuJdaVbGrFFGXXQgmIlR1xDNbPNtLO42vmIcyLYiUziGK4qunGu82Dg837KMOqaVndR//+LDqFFasuBBLRj68du9yBhHh823R9PJ5x3go/OKuSY4J25Ibx9TXABFhk6p9XTgej1i6R8Rort9LkuyhqzLqeF/2EHjkuGaSLS2SDTQ+upNIDeFQyQZs4jyUS+/csPnR0ZgXqq72bbetIhVVy0MWoLEdXghEZgiXFy0cU2MS5+j4nGTy4ZkbGXd770UtpussEZdWnvBhIJPHnOPArn30NBXMsdcg5Rtzls6a5NzBpNSFd6nl4PAeT8s5ikexCuqlJBvI+e2n++nSPaWw9qSvn2s8VfEoc9wk4xP6j19o7ZEZRyQbSIQ8/T9fo/k69envTLkSOU310r6vRRTP+7g4yWYwtqVdO1UUfNhH1Hfyfb/iFASraLdd7hXA+33EV8/VTZVu9zIPXLEs3tpccsWKu8GSUqKXdhsfQybbuZfMOZoUCTMXjgnbzeuSbSbCtjg2P2p+90ZWlqMo9nVEJcvpA84ZoD3vz/dlD4H5+Iw3PdlI1TcRtFkm9Tj89m4XRrKPemsTwRhyv+5G8QxhicpqG7m3tw9RBHWqKi8Jy0JuHXtN0WOO4D2nimYiK0gENZPuVO3MWcRDh2KQYONAYOfCIqSuk+9T7oNvRSExsnmc7V/hCAUzkMzzACP77esuiJ2XnI19LTRlUlczzQL7wEma3R6vRYxx49QPWE/0cx3xYWeZ3AI9IbVDeIn2JiZg692k8VyLfPvXQfBUxcV9ORwxHjbJEK3VR/1URTzt4+L3+Irr4ZMZYOlPZf5VUHz3qV6sla6LdQHm48RKtFesuBBTTE2mIKQczXtCJtubglFHQeEY254vnmvBdEdku0Osl5hI3xKHSfr1vdhdyAhpr8O0vuwh5H5t4ECygSSd67kPimz0NAJOpLk9N2/LXIcmtEzTnXSXinkxYndGoivAPliv7pKT8VzZBk7bXoyMpr7YNvHGgTznSDXv2hVvq6Lm4z3Exa7xCpPs/nzhoSDYeS49o3QtYu1sPz2ztRukCn5MPcJVkKP2idxLvERftmiK5Vrw/LZbKxjHC0nd9oegiqc6oq4FdZi2sHPr7ykiJJXRyzx7mYDnndzEiNSzVbL7pO+AmaV92MdX92ZZcYxNMkIcmt+JKr56rvE8o21qKm5F4Fe8LtYe7RUrLsRSfdr30p/dh882Bd7v7AulTF9Az/UlIVHDYCI8bBi7vWL5msI05J7tfTy4kefK3j1+9cVoMtNbXTlDkz9RwYfd9RMMJgCpiq3N551+pk8S53Pb6otFae+DTXL7t+McQcP5Hl4jqdfdr+3c4SmIUEjU9L5lyAeTVW5rjJ9HIgDJ9ZqZQGombUhVbZBCQYg4HN9m31rOyPnIX0+ejGwfObT3jRuHdgPiFFVE6Wdsf+qELPkoAnKMKiq23DKm63pRXYAYBdUNCBYlR/kouf+/JY1OCyHt68ixVVrf72psCsamEz3Vxi36s48HbyT7pfqXCcCu0km9+3NROm4iLTP6Pieq4kMVsZ3oRr7itiBCs/h27jp8nxZJPtueNxmcirVP++PESrRXrLgCpeOrV8PvvS/HMeGhcHiuYyM9fa6vDfs6BhHhYUuo6tc7Hka2HfY45Gx7R6juaCFEUx/vLYc01pu921+Wxd0Fp4rBvpLBnkjH1LiNDyFHVXUhHTOvc/zAOcv6PndYTUp9mYTWM2NqS6/qQWatAIIIVGzRYYlqH7NJpsOAC7zq6XXQkNWm/91M1UgVzAzOMUNqSVntI8SwqLW8Kqn5Q/Lndf4cg4jYogczkEk0taTpTR/vyEYcWfTXCNkWBaIABEGMgPfOFn6IIaJnF4D6YGaFggHbgKvByXm8dK53NSCIwLEpkxgHlYbJyQUhKjbeoSz5ROlx08IrAdtiWk71EhC1BSx/A3K78YyiZ7sK9JIoVcVzHVFHxUO5GqW9JvIi09RFj+daIKjxxYJku4qCLd8+u3vFy2El2itWXIFiAaJ9T/3ZfQiiKFOG7FMdG9fw5you7hpeFgznCPtKblJpmIKNdyAS1EGabNp7QBQj2bcezRCJjDFiF66n2Y5MCl4Ha/ZlPVUNNBFeA5NOwrGzeBd9hjWSepJ7t5ek5+FGkV9+ZKx9UGgjr8+IUGjUtN/zJuM5QknTf1StcgI9VOjzf6Mame3uXsuWyohK6xi3ir0AkxmL0SHL14y28hZaW9bjnzSfQXmwmdjT0e+NWOeFh1mHooFzBMj4oomIQNmq2qU/KCeCKNzMubCkVo9bLyM6b+7xfTJUVTRV7T75ey2KWAVEZRTOoWxlb9+ymr3xp8T+VhBV7KsIv7DvCIGwKahXXdP+7KE2qSCCD3vFQ+kWa1NZMQ/mDTDP6HZfC77SCl9si0UWQesoi8TArbgfrER7xYorUHoG9pe//x77s7uIreruIzk8VxGegcfS/r409XP8+lLyMlXuqyAn2bSvgRCvcySeijiSifxUXX+mM8kOUaHQpl9bE7Gznu1Wn2nPvIWTsdXQnGYomkrbZeIe5H7tc5JiwBYCpi2QmXvt3PmXpvF0c6cFgEQxx+ueyaAkQo1WP7Pi1GhLctyVuYJZT76OR3ZlUzmRHjVL+wfpgzM1tv0ggGxnCK3jMXZczhw0gQJp4eFisp3CxIdi7BT2/GN3nOUssIr/VDO9W0nFuyAAD4VDHQRxYI0wiOJhRKItAHa1GdCJOHhvvey3+p4qPZ9VriyFbBypmO7NMAUES9E4194houZQN/R7VXzYB2y9w+YGBqQrhpFdxi/xCKiC9W1/sS2uln2vfdofH1aivWLFFbi2T/ue+7MzYkte6pnwuHF43gvAYn+v4iRyMgdZSl7XwP6VpOSFY4Bskhxf6Txlw7OXIvpDVauqjldL+rNxlhHU42qoY4aIKQjaWbjd+Y5zdHaCPLQPY33a7e1rOO8APaVfm2DO4pfO51VTNFPP74IqJESb1Gl2V5+uL2m/0jOhSm7vY+/PPb6Tx9/8Ny1e6OGnuY86S70vnZsKAI1y4jY/B85WdyADahFVBTtzpjbPgOlV7VtLxbsoUgSeZ0LtCLHng6fQNwXMCV0jCrXt2KLnspXWIpnuvQSCCKpamkWspSTanEj2FII19fbZhYggisfyetO9FdOw9R5EuNj0tY6K7z3X+PKhuMpPY+3T/viwLpmtWHElrsnTrgZ6JO8J3ZgnR4R3G3PvZSI8lLfrrSsKxkPpXs2VvGDG49ZfTASuQRTF/oVJdt9EUFTwtL/cAI1wiEyx+JLTD3EMlJ1KQnsinKO7zl1nQ9VsYPok17lpV9tYvnaO77rmthDVo3GoFXARo6IOil2KJKrEDJ3mcLn2ulgmz0MTO5Mby8XS4T6ioLCKdFQj+CEtZsmIa/kQFCa3vKZg7Cif9+Ox5hYFEUWEYh8PLvCC40XIk3GlRbIXI9l8yPVmJng6bVcw40Aa7M3vIohiXwt2MWJXLau+Kgu+6rtzDuoo2NeHhZSlSAyDLTVj4vbmfN2blPz+FW8fAwq253XprzOdjKL43lM9qQVpDPUbmBeumI6VaK9YcSWu6afp6yW9J8SBKg8lgv1YOjhmPJbOMmhvgCwld9fkA10Bz4zH0s9yi74WIVps10teHTLw5X6NAVrjCK4YnHxwMjTLsVEZlCY8jixuasr855zwYMqcdW6+dndiluO7FjDZtmzxRKzraFFTUY9r1+ESxYXasQjxQKD7Fg4kkexLH1OMacdhCeIdoswiMidjTSS0nbWdZenSLHLIUZV4SNGgKbrrpRbJHDr3Tqpqt88nISuwKLUATDuwJiWPDVm9lkSYuzjf7PuiiyrIiRx3rI96KkpnGdlzKuNzPU2iCp72yyvGVhyjTHO4JXqjRa2yfY0E/C0oHVdMxyodX7HiSmz8IaZoLrrV4nvDufEVKXv2eU94KAkuEPZhWUdyIBH7DaEOQB1uE8kyhk3BEHWJACdRrJ5Omw5mTZexrJeWimdE0V6Seo0BWpZ5Rxmu/HWJas5pVlE4Atgxppo7NwZfIxCMtkh2xsGjFcsMx2TXgl5fxQaM0GlURFKAuJGFj79HoQGTzcEEJmnubpWTfXdMmebXGmBdujZmzQVJbq4KSb3eROP7F0TgMC9CrQ0iwHuCKJ20LkgUiGfsYwR7I1i5qu1apPGlTM8yHIDCnx6U7Nofoz2Py475WS2KzdRKrOace4Go3dNto7SpyDnZL2V8VkdJKpoDshfDpWAQNsm0cy4u+d6KqnjaRzxuXu64fUrwRBbHtqBXgCrw9c5k5Je0RqwLKx8XVqK9YsWVIDIDjd3MfOlsQHTPmLICn6Xkuzr9m+kmJmmA9fR5p9jXOln+OBVZdqxQM4sSADk3GDZpC1GhoqhGIrAyCMcdje3aUkomMuIApCrTy07Q29CBC/Gpnn8WcyWQCYMkm6jlLN6BY4LzbjZZmsQJzxiiHY8DAGgS2Sy9u0riKQpoIreNvFWTIRxPG4NAoRFnyX5UW6wa2qJdkddLVhnzqn1j0OSGjuTaTHxKhDPsehuW9U9BjveR1n2ejdHIATEouLDti2hzrUqqZL/UY52BXvdwwJ4pjgjOZwO6rlrBrrcp5yhfCiEt6MALtCYUxXS3cCKrGL5UfFWQ00o2MF2t0geTil9+XdslrLMXKCSR7dWRfHlsSlt6fVjY6VsV+Po54Pse5/dsv5YnzIrbYCXaK1YsgG3Bs4n2vVezgemRLllKXkTGcx1BG4u9uEWvERFhWxJECLtKMYea5iq0qEIlSY0n9ri65DRNTCiJUUcdXXk+tvw6/s2hyKJ5YAhBoNkYqkPCbwkdqFzGGGfL3xxRU+kZItnMBEf9+5Ujm0rPUFGEiWRvaB9OXzhpcw1cMhsbO8+OrYKqemr0NjqUJN8drVgrwDzd9V6hCFEHzcGy/Hno80xSnIgqpUixCx9Tt+r0kOT+1hiq8amZml0LdFFl2/GhTYEc2/MhHYSoClZCFSNcqmoHBXwirdULTpAZp1XqLrwncHSopf+Mh6goe6rhXbQX4iIUGizyUWpB6cYjrQCrIm9ekGRHMZl7Hy4lqqVjlAs4gduVOR+iiqcq4rFw8BdU01ecwuVqtuNF2gm6EDU38u97mOdG/hbmhiumYyXaK1YsgI13YAqzqkD33p8NTDeQyvCO8MgOz3sC31BKDhhhe9yOy8lVswQWkDjfNOro81KFKKaKROlpkdieXMlWG3BLwq05fcm+pOkgn10S7SpqG08DE9UhtB3BZYBke6beCQfhIBN3SBJmR0Ay4Tp3hKeeAr1gmuuMcZ6Q7a6rOJG5Ptt62/CAoqTq9dm90ma7nBQPU5DVF0WHbEcZX4zoSsWJKEXbzSfbhOVcnYfQyMvFXOKZ6EhabtffdBl5W4nR/Cz1bUehJltcRC06q1XVful2D8JwJbuNjWdEBlDH3udUnFjVPomHg/U+l55RRVucKQak5MyE7YSxLgVRHSTZzPOr0QzCZkJ012RcyrRh32cfqoCHwjWqixWXI/dkP5S3y62Ooo2MfOo9IKoXKR9W3CdWor1ixULYFoynavp0a2np820wn0Q6Iny2dagCNQZLz3W8mXtqW05ex7gYse7/LEKsD1t0jrHhyyXfUfSkh7ANhVUzjQDdhnjrldXsbq619XMev3dUKt6qggMHEzQAqfd1WvTUFFx6CVrs16HHMruKdzFEtg/V68uuR7ogQ7BOsVcm4T9DsqVfnXEp2X6pymWGIi2EtKTltt8C6nHf7qKPZLfhGCBiSFKxtKvaKopaFMXC0tOxsZaezx7j0lmPNpMiRAINLFhFsZzwIQy1lWSy7b09lbQGyuL4eeQcYeNemGRXwwu7c6vZLknFlxz/Et9Hz3WEKtas7SvARCic/f8W1ew26miV7TlkO4iiWJULHwVWor1ixULYFm4W0X4Lhhd6xVpA6c19eV/bpHcXTo1plkCMRiJUzI25qm9nlsYN8Tj+2aZwiFEGJZp9OEey+zBGvOmCao2q9sYPPU+oZjOsCt2eu2Yn66PXDUjFs0y8O+TuPjgmEDHiQF+8rf6fHa6Nb9rLeuE9IQYCOYwSt1wFDfFg0HYJwW6/3jFwya0TooBxXJHsHqshkp2RybbStFYSwnLxSZcgS8s1Ee7QWnDowzmSncEEsDcjMBGFEFDXgtRKD/8CFSjCISt7DG05ty0KsT1v+hbVRDG2RjB2ygWmJoITgBn7Gtgksl34l4vvsnEayR67TaYS7WsMz87BFi6u3+4uRBBhrWxfiG1hC0BLOI1PQR0V3+wCvngoJr3+3H254u1gJdorViyEwpm8bGpf8w045+K4lq7mnO3SM3wl2IWAfS1XE2ER60UN8ZhUMzEeNlbJuhXhNsJ1ul3nGMxpXGeYXybl1+KIeIuCkYjpRNLd174wpZrdF2ulitSjbCCy13XHwURJwtmz3aHebdsY0EO2Z+cu62Q/tAYEq66XmxTxNOH1lJy9l7rN58jHM0LKl8595F1Mje7KfgHg8wsbL13NHkKbcCsEZU/fOuMQ4TUVLhmxKYAPIeDBW/67iN6EmLVRuENW9thruhW60hFiJISehcAshx/OUR+/QKxVQW1V1jGqoPj8sXix+C7Axrivxu81W9QbPz+EVOW8wFH9NfBcx6SiWcn2HHgibLxD4Qilfzk2uw+C97san23Pk+1rEx9W3A9Wor1ixYJ4KBze78Ok176FHu2l4Njk5GUg7FzEcx1Rza3maiKxQXGu69vxgXDXwfJIl4JjBqO/cmKVHALLMMkKUW5mdiJI15Wo9TqnnuihSWMfcdvXw9XXrkw840Cy7Z2OT2XtuY1gbP46NrllIpDjE6I79z6aGvGV4Zpx29hcIvx9ZDu7h+cKsXMEWcggi3n6tlSPSXS3X1kVKapp5hgS4R6Skr92NbsPArU2kqgoi0Ov7ZCiYgqCwGTqjpqW2ygKd6M5e65knyPZQ8Zk5inBiAOGbTFJ7vsw5RJRAJUotqQoNw6hVrhymqP5tTiQ7HPfCeNjcWBsrnAUn4qlhWzPtTS56Sum4aE06vO4eXkK9FwLmMLZz14N0T4erER7xYoFsZ1ItKcYPN0FFv7uznLywpk7+T7E0S+U7CZd1+fJdR8cM1xpbsuhBsJChNt7QtWnuW4+l+D4VE4eb0iyu8iVbhKbRLM7GEYByfzqREYsvbnZfTLxDJOLG8nOOdhzCTYwzUCLiI6I7kV9/xNL2pmIdcdERPDeAUGaazL3YJ8YphGhcDZpmjvU7svt2FPPb07RV6nOZHtKz/sYiAg+Vde7VZd7qWb3QaCoapORl55Sb/EF20mLGATAgaBQFI4R4/S4rDmYTLI9jeYAe8cooiJKPLnvoyg890vfpz6uiqSkiaIgp9hVYiZiN74mqgkLryCrYvbhljLxPiz9za/Jjfxd6ZYzbPuIUaQ5yLZ0i+Vmz8WHKpp/wUg1fa1ofzxYifaKFQvCMWHjGfsz0ts38xC9wTDbcvJd7fBcn8rJRRT7oI3T77VwZIS7UEIdriMaAOCZERHPSojbcvJ9jIvIxefC5OWKGE3O7IisEtczll11PA3MFcqxCVwUBUjNUbxthES5mj5tnFON3dpE9yJDwfNz8iS1Hh+L9wyKgn0UyMjCmVWbLiPb3YWuKa0pWS4+9DtdaKrPREdScsLto+iuhSD3yxNC0NkVbWl5ECiSkRgIcDaBB9HEpZBpmGp8tvHTXLELzwiqiJ3vJ4XtWx/XPCcdt4WAw+dbxdwWNPaVoCzGFwCuQZBpzwDfIxt/NZn4Db4CMtl+3LibL2y8ZRABj4UDpz9fE9/sAvzj8H37NsxyV0zBiy3n/Jk/82dARPjpn/7p5meqij/1p/4Uvv3tb+Ph4QH/4X/4H+If/sN/ePS+/X6PP/yH/zB+4Ad+AO/evcPv/t2/G//iX/yLo9d897vfxU/91E/hyy+/xJdffomf+qmfwve+972j1/yzf/bP8B//x/8x3r17hx/4gR/AH/kjfwRVVR295u///b+PH//xH8fDwwN+5a/8lfiv/+v/+uyXzIoVXTyW59evbuXA/ZbgmPBu4/CtxxLf91CgdAwRxfM+4qmKV5PhPphxGVvmN/OgXHIKiomOr5QJZ8omfk0ogJDixHa1HF2HIoJ9MDWGkU0zNBqbwIeojaN4lhU7MsXCXBJzrmJ38voJplB9GKKZBKt6tUnDGJpeZT0/d87SzmsLTufeb1XV/t9lN/h65DXzx2ORbkyYtajyGsgLKETpOKUe+jhHjt9pd5EU07aP0pjGlZ4Hq6dzkHOyx65xoukkG0j3tGP0+WddsvjrBj6/jnkx06K2bmGCKWoKhbMgoOw8WzwzHjaWi33vi0NTIWrfnevcYhgPKcv9ceNf/byrAt/s6pEXvNxYVtwWL0K0f/7nfx7/3X/33+Hf+/f+vaOf//k//+fxl/7SX8Jf+2t/DT//8z+PH/7hH8Zv/+2/Hd98803zmp/+6Z/G//w//8/42Z/9Wfzdv/t38f79e/zET/wEYjzUkn7yJ38Sv/iLv4i/9bf+Fv7W3/pb+MVf/EX81E/9VPP7GCN+1+/6Xfjw4QP+7t/9u/jZn/1Z/E//0/+EP/7H/3jzmq+//hq//bf/dnz729/Gz//8z+Ov/tW/ir/4F/8i/tJf+ks3PDIrPkaUnj8ac5Ip30XXLkY5NvL7rnQoe/p/bwEiQlkwHjYO24LhaT7l5ol9cVEUVRQwEwrvFpuIX4OoiqA2AQ7BCHfu3XSOzxJsAICaP5lnk7X6/L4L+l6HTNDGIGrkzrtrlksSwea8OHB+4m1eAWIkDVYVnUJ0KLk/XyMtJhqWZ8c47B5u0vZMSkzyvRTZJiIU7O76mcewazSfpqgKkUMsWB3G+9Wzm36fkVgU6/+OKc9boSg8Y5Pu80vO9hSSzTNJdkbpCAWf3jMxZfd20XdYCEDJZiTVd78okqQ7tepUQRZVceW+7ClbzLGCBNvvx43DtrzuPrwGt+RPURVPe1kLRD1oG6CNSbZfEnVUfBhoNVzP4McD0hvfke/fv8d/8B/8B/jrf/2v47/5b/4b/Pv//r+Pv/JX/gpUFd/+9rfx0z/90/gv/ov/AoBVr3/oh34If+7P/Tn8gT/wB/DVV1/hV/yKX4H/4X/4H/Cf/qf/KQDgX/7Lf4kf+ZEfwf/6v/6v+J2/83fi//1//1/82l/7a/H3/t7fw2/4Db8BAPD3/t7fw2/6Tb8J/9//9//hV//qX43/7X/73/ATP/ET+Of//J/j29/+NgDgZ3/2Z/F7fs/vwXe+8x188cUX+Bt/42/gT/7JP4l/9a/+FTabDQDgz/7ZP4u/+lf/Kv7Fv/gXg5Ov/X6P/X7f/Pvrr7/Gj/zIj+Crr77CF198cbPjuuK+sQ8R33saXq3cVRHfTDRNeynknsuY44gU+GZX4V+/3zeTUqve2e+6Dw6Tjua/H8gWpd5SpoO8NJtlBbGKRzyqrCp2VcT7OqTe35dB7gcP0YyiJpkAqSbZez9EFVXo35aoTdDPOZTfAjHK0ec6AB/qCFXqdadug8iq1qoAeJkqfXEBAa3joSJv1cZpLvNM1q9qsWjziEoUSVXMvt+NZ1Vf8trHjT+pYpvx3PEIxraXjdHybw+91ZRIyKQhj8KnBTJVe3bcU2dMbmHogmDXQXv/hwzSQhi+xwkmyX70DkXhUHLyEUjQ9nN1ynjT9saNAY1kX1qVC1GSIeXxiSrcqcz7uT5ukPFEvVLs3nHCsp4z0V2qZ3tfT28beVd6W/y+EyfxrWOUN5Yte2I8bj6eav0S+HxTwDvClw/FzXOz5+LLh6I3pu0HP9+s5/BCfP311/jyyy/vgovd/Gr7Q3/oD+F3/a7fhd/2237b0c//8T/+x/jlX/5l/I7f8Tuan202G/z4j/84/o//4/8AAPzCL/wC6ro+es23v/1t/OiP/mjzmv/z//w/8eWXXzYkGwB+42/8jfjyyy+PXvOjP/qjDckGgN/5O38n9vs9fuEXfqF5zY//+I83JDu/5l/+y3+Jf/JP/sng/v2ZP/NnGsn6l19+iR/5kR+Ze4hWfITYeDda7XwteVeuxu1DxFMV8H4X8NVzjX/zocJ3P1T4+rnGh33AcxWxqyP2ITl9p4liTJPovtHnPj/RVDEV+38dLS96HwS7IHiqAr77ocIvfW+H73y9xzf7GrvaIqVy1ehx6/EDn23wfQ/Fi1XKcsVxW5q0vHTnpeXWL9z/mjGSDaSKeKp8FXxZ5etS5J7aLPPOctooVuHuI22ObJL4UNi17dwyJNuNVGmHx39M5ojMoG5yZZkZhZ9uHiSqCMGM7Iam9477HZ+HXjtprH0/6xyv2GNKlpHdxQd+e1nfeAeO2otqNKm//SWQpeKDsVXAiWy8T05uCzjDUNhxrkQSqe6MIz1XSs8omUYnXQ50lmQ7vo5kA8kYjfnk/u2OvV2HYQCbpFqZ+tkCI8Wq5gxQVXL1d9/UvmwG4bH0eLd19yURf4FhBJWzPjGfEhoDtMLdHckGrF+7Lz3jnhYsV1yOm5qh/ezP/iz+n//n/8HP//zPn/zul3/5lwEAP/RDP3T08x/6oR/CP/2n/7R5TVmW+Na3vnXymvz+X/7lX8YP/uAPnmz/B3/wB49e0/2cb33rWyjL8ug1//a//W+ffE7+3b/z7/w7vfv4J//kn8Qf+2N/rPl3rmivWPFu4/HVc39V+6Wen1GM5IaoqFM1bhYWnhSEKFbBPjI+A7pHhHBwq/7ywUOi4rkWPMf4Igcvx3QV/hArJpLklZ0B9BmjaZKjThmqOWkTmNXywW/sSM8AiAlFy4H8qTVWASx/WNQm5M4qWNbfSogLZkMDVlWeC8nyig6y47n0jJFg11PB56N+2ogik1MCcrU89siM+8eKQdXG2AhdivqKekoW2+iL8Drerm3D4bLKdlaodMFEID5Iq18ajGlGfJJMAtuO01lOrsEWNYbk+EfbEYUkJ3ahgfPZc5+3r1FPRrLHMBTfdQn6jNEkycfb55RgjuLuws/NZHtTMISAfXIjv0S6PaUvm2GLnz55gNwNwU54qSXVfRB4NoL5KaNtgPZQ3odkvAtRxde7Gt/3WB793Ba6Pu3z9zHgZkT7n//zf44/+kf/KH7u534O2+128HXdh2D3Id+Hky+Cvh6hBV6TV3PHxrPZbI6q4CtWZOSor76J5q06No6Idby+esDIE4PrthNVsa/iZJl0nuy2SURZMMqCUFUR+zNVpiWRSXeGpHG1iXdRMGKaAGqqZM8d39FEXPvjoi4FIxG7RDClNbm28aZnHWxikqtwnk2G2BBYXVbqfkk1GxhXhDAB5BhI18ghcsx+P3X0ms7z3Fi5/PlTpOxMFv811DM9dGgotWF0zbna6Iv46oOqImI4/mgMY2SWUn8yJWfyl+LbQ1LxIURVkJ4a1cVEQon5bDuFqCbSrrBLT+Co/035PnfNeVcwY/D19h6gnGjSNxU5ISOKoF38bLuP59dcS1YFQFUrygIN2d6W87Y71pedF9G8p0aaPqZmeE28JO9/riMe+dN2In8sfWOAds/xg3VUPO2P87XXgvbHgZtpKH7hF34B3/nOd/BjP/Zj8N7De4+/83f+Dv7b//a/hff+qFrcxne+853mdz/8wz+Mqqrw3e9+d/Q1/+pf/auTz//X//pfH72m+znf/e53Udf16Gu+853vADituq9YMRXvBhzIlyKJURS7OuL9zuTY33uq8GEfsA/LuI/m3rpLoaqo6oinfbiaoMWU++wKh4eNQ+ltZCL9Jj63AqfK06Y0Y52H0mHrnU1IYRXKa85v7mHPhkqFMzfj2dtBMvny1hPoUh90O9aLYccPqRJbeMamMIO4IvVhRtiiTQyxiTZaCnRh7M/Y6c77/bBxeCwZ5QXmbJJaLC7JbgcukLL3kKixd6rmYzDQtjDT7Ex7MtXPgTHN9f2l5OS2mHQZuYpRTq6prNyIct6ZPLfN1DEZUU28TUomfL71+Kz0KL21YnRH7xjYXmB6NgWFY2zYHS0yWBa4fWY5wRxwKuw5YsdRoBYlOOO5XXUWrizFgbEtHB5Ktizs1ljLC3PSPyaYE/mnKyHfpGt4U/DdGKCN4UNlLXQZq4P8x4GbEe3f+lt/K/7+3//7+MVf/MXm/7/+1/96/Gf/2X+GX/zFX8S/++/+u/jhH/5h/O2//beb91RVhb/zd/4OfvNv/s0AgB/7sR9DURRHr/mlX/ol/IN/8A+a1/ym3/Sb8NVXX+H//r//7+Y1/9f/9X/hq6++OnrNP/gH/wC/9Eu/1Lzm537u57DZbPBjP/ZjzWv+9//9fz+K/Pq5n/s5fPvb3z6RlK9YMRXbYkAid8XzU9TI9VfP9eLEugsCcGkEaoiCp33EboKMdi6IzPH23dbj3dbDsRFIfYU5RSben289NklmXTpCyYSCCZ4uf9BmklIUrunlHtsWIUdUkbmbO3M+5vTzktP4EonPpjyFZ5Tefp6r120ogF087848Bw64qNKS+z1Pt2e916V3jbt3dkNvuz+fG35MjuJLXEq5b3vK+Xfp3GSMEZwoAlB/dUx0XAkxtF2ZWAHPmEtomQ7RaUsWlqwXm9JC0mXb6PZrd/uyoypCGF+8kFSdFjnt0+5D4Qib0uKGsm9AXuQq0+JamRySbyl/LstEqGHPKc/Wy8pMiz+3g2izWCcQ7CeS7bzwBQAM63d/KM1Po+95NdUD4VXwwsOKKth1DO0+BXgiPBTmwzFU8LhHtF3IV579ceBmV9/nn3+OH/3RHz362bt37/D93//9zc9/+qd/Gj/zMz+DX/WrfhV+1a/6VfiZn/kZPD4+4id/8icBAF9++SV+7+/9vfjjf/yP4/u///vxb/1b/xb+xJ/4E/h1v+7XNeZqv+bX/Br8R//Rf4Tf9/t+H/7m3/ybAIDf//t/P37iJ34Cv/pX/2oAwO/4Hb8Dv/bX/lr81E/9FP7CX/gL+Df/5t/gT/yJP4Hf9/t+X+NG95M/+ZP403/6T+P3/J7fg//yv/wv8Y/+0T/Cz/zMz+C/+q/+q7vr8VnxdkBkfWLf7I4dxud24apaRFQVLAf3pSq4RIloz/ienisTvxaOTRaW3X3roI0clAiTnKiXgALQJLseIpDZlTlnL2vqNc6Hqj1S7fw7S069y07Gh3dQknhzMqYiAEiy7O7zqxarWGUTK1WcjSmLclhdlyiD7sxzQBf2DmayY8TA5PBMwwQyHzdKLu+D1mAXSsXP4VjKPl1KPoS2zNwxIUQgXwcHR/HLEEVBE4hw2wBtLpisEi56SDe4FFN7sadAkO8p6l2oECg0KnRASm7ycUIQGe2jZmA0Ps8WEQnlg0vtAbe5LpvxpO+owudraVoL36Woo4JZwUSIEFSBsSnGPytENem8m6aiKO+4L/llbS8N+yCpFeh+j8uSIJihKjPhs+3rZ2bPQRDFcxXw8IYWB1aM41XP5H/+n//neH5+xh/8g38Q3/3ud/EbfsNvwM/93M/h888/b17zl//yX4b3Hv/Jf/Kf4Pn5Gb/1t/5W/Pf//X8P5w4ykP/xf/wf8Uf+yB9p3Ml/9+/+3fhrf+2vNb93zuF/+V/+F/zBP/gH8Vt+y2/Bw8MDfvInfxJ/8S/+xeY1X375Jf723/7b+EN/6A/h1//6X49vfetb+GN/7I8dGZ2tWHEJHgqHpyoeTYCnTi6zW3cVXicbc4w09qGqI/Y3qGBPgUlw20TU/s+JcKtQ00u5NFQV+xCtgsrmTj00xrlV3PZ5t/cbwWK2Saf12GojFx4z5CXKUVq2rV0dz07gczxUGwIjrS6R2LlwNN6T2jt2pH5uUtAFcWBMBPaEKGKS+dbvrO9+WZO3NrKUPMp5c7B8HffNiUWP389k/2/c/q+WG5iEfKxfO5Pba3EN4TZDv8sr2EOIUYEBMzMgm7tJisE7Jfh5oa/w2tun7YCzDtimiDm8hlumjFbZBVSWId7OJZUBEXwteEKd4g3tHr2FLaMCqJI5GpEtTHDEUbqEA4GdGZrNVWp55ouN214Cr8X5nquIdxt3133KS+Fx4+GI8G7jT+Lq3gI+7CM23q0V7Y8EN8/R/tRwT9ltK+4H3Vzt7z1VTb9aF1GMtO3DBS7hC6OKgq93Nd7vxjO/oyr2+4hwh/Yd2TUcQFPxjWJmZpYPfj353ofYfMa5bO2pyMZkRkjQEOtzUM0xbJpivKgxBIst4zMA+OqpwnMYlyuEqOPmYxdUt6fkZmdizYRUtbbX7xdYdNp4bpyfQydT/NYQRa8rehelZxQtUzVVNPF3bahalTDGOPma6+Zwd+EGSCyl391irp4dr8ceedbKMu0+uARZPj5l8YgBuJ4c7tJbrNRD8kUAknP3GcdwIqt0FxOJQb7PY0yy9RnPMJ8Idvs4qip2+4inGNN+MILI0fNiSXimJjvYEePdxvrUmQ/qFFXF8376dU0AHu/QabyNzzevV2H1xHi3vf9e5WtQesa70mNTMD7bFK89nIuxKRi/8vse8LhWti/CPXGx9QyuWPEC2HiHjY+j2ZZRFM8pT/pe1r9y394Y6mg9YPcx4lN0XcMBq3o0lUDYBF81G6sdpNIm3x7fsyByFNFERCgLtvzYCeNjoJlcZiJBGO/RHUKuhm6SoVq74q1iLrQuuZoHUVRnSLa0JOODr0mS2qk9sp5OiRKnsRMd/uwjU6rXt03kY+scWcb0C1+4TAB7I9BjvdQO7Sq8Lb71Oi4TAJ1nwJdbBoYQRQE+raovJdPug6kVCJwWibqEe0mZeB/aZLXPhfzk9QA0ytF1L1BEJVRRUDoH5+w8FkNeHQneE0qeZzxGRPBEyIlgueJtaQiwiD4cWmcoLbYNLXIRETYbh7hX7NNCzBKJE21YigWadg9PliRB6TnFnX7rqp53Xc/J+H4tvOb4ggr2NWFTvL0q7xR4Ijy+wb7sPuxrQR0UKM+/dsV9421fiStWvCF8vi1Qvd9DcSwfC1GwqwX7M6TnNZB7fB2d9i3mym01plW+Uxi5TuZfdJDdxjTZbq+D61FPda5a2++imJSzcGw/U5hJFWwSWcXDOc3nPBPq/PdrYGZph8zxoQm0BwHOFgUcWUVjV0eryOnxfrWtxoYk8F0o7DoekpJT+i/DKg4mPR7vre7DkgKPOgiiKrxnI3e5crzcR4zCOQIrTYoBA6ynVfk0dz7ma+4MeZ4H61du92u7ngWSWyA/b1jb5+I88b0Gqsd52SICniA/VqSItTbZToZoCkXpaVS66lJVd4njmo+bYzTPr6wKyTL3vIiYDQW7lwsTYVsa2b50QSuTaVCuTqfvEZze67aYmdIjoNjXim1prxFR1DO+W8zf4M5J9h1kIu+jHMWgfSwwNUPqy35F1cCSeL+v8eXj263KrzCsRHvFihdCNu36sA8gItQxYlcfxzncG7hFDtuz+HuWik+FwqqElOSem1R1yvJVaVWImj7S1kTJDOp0XA5aEeKVVui5ypurvpmcziWpwDFRrYI0Pd99VrhBFIUTAMfuw0Pz77wZUpOm5rG1x1g4cwI/jEchpt8/bL/1l/biBmCtDKJ6NNpM4ts/pNZfqGeSX9fxyN8vV47lhQl37t0WpSM5eXu8oiZxJ7KKjVCLLOkhS9sRTZbAE2jCHh76tZfqy56KLFHnFkE89KAvf2a6LTqafjZln7tkWwWAN2n0EJmZKxOfC8fW39y+D4fQXTxUdSjZoZaI0I1OzN8HOFYWXLpwKFDsK8W2RNOvHaJFDe6rec/NjT+/r6+Ne6gjqyp2leDd5uOSkD9uLH3ksfSj38lvCaLAUxVW+fgbx3r2Vqx4QbwrHb56rvD18/m+53sApSoWt9yj7l0qPhdGuBVVEBSOm4gr10M+s6RVkjOoY5O0qm0o/XmgMJuSsNsfG29RYqQNMe35ebs3e6nJY3Y7tyHqUbW9C00EuKnCt395ZjhmGGUkxTE1klZbxCDUqTXiEsokmXz3fWrfxrT5jx1XACGmjN0eEp4Jt6aqZNSXIdxdOXmW12oyaTt5rSNEIVTV4RlC6T6d4utAExXBRubNmOolkCuwXYk4ERoTQFVT13Qr+5cit4900U4uOIes6Cgcw6Uqdm496d473s2XiU8Bp7aRYgK5PhpSsyB2+NmjcwiBsAvHbTG3gEBQR25yr/e1mGngjHPr7twALeNejMhsQYOP4gTfMh4K1+Rlb4uPZwGBCHi/D9h696ILnSuWxUq0V6x4IVRB8M2uTnLj+61id2EO0Tbp39UyS873lqCwiqn1V3KvpDOT3wgjQhs+/6X+WDg8VzG1DLzel2WbTMSWQVwfolxGMDUpAYIqNIjJVtNkrnA0WYrev+3+/OypiK3qb1A+IeFMqVKXJPgm7dZDPvLFnzwdWU6eCZr1DQ9A1QiwHtzGu27qS+BFKvs4mJydu0VyZR8MUwI0pBuYO9o+R/02RHSSMVoePxGaBZpaDgtMwLIy8fZn5ur10hPxTWFE7LmKs52/56KOkpz27Xx+8xSwKactGBCA7Zl4sHvBPa0FPNcRn/F9G8dNwcYbuS792zY/6wPBnlHf7AO+fPi49u1Twkq0V6y4MUQU3+wDdrVVEM0YzWFXvxHCmsy5nvbno6A+FlTR8sq3BR/FzmTkczkFzjE2BUaN8F4CbQV7O4u5i0wUJm1TD27RrYL54XNUoUGxWYBgXHPlSSLZin75piL1OkOBqCfE24OSUZ7OiZS/CERAwRbx9Bz7VS8x9RRn6X829ksK5vMRYhPH4tLCkqjepKfTctAxmCl99v1J+QFO/gJKFj03kXif60MW6FljNNepwNsilkAcQyLgikOE1jVoE2t3Jjt+CahavvaHfcTTPt4kFrGNfaV42BCqqJPztYG3YYCWcU/jFFXsg7zpCnDhGY+lR+GsL/tjQ75ednXEY+l65yIr7h8f35W5YsUd4akKeL8PJ32tn289vt7VbyInkQA8h0+HZGcoDi7w2+RkClj1ZSoRzSg8I4pJ9l4L7arUmCP6WNX5HLHu/VxkEqRXTTQvvVdEMVtBMki8ieCT7PqWVW5HDFHAe9cYteX7r92XnXFMuAmKeCZP/bx2vN2XLXqecE7FkDz86u1SarnANOLdNUAbwpAxWpdgt1EHRfCCwhO2/jIi89LEugtJjhSPG8vzfariTZ0LBII6tFQnIvBCo4swb8EArY17k/9W0TLf36IxWsGEd+l7+bNtcVeLGEuhvUtP+4gvH1ei/RaxEu0VK26ALBMfIi2eGQ+lw9P+/pzG24iieKpsocCBMT3R9ONBVMWHKqB0jMIR9hcqETYFQSu+2hztUuQrUVUHHe6jnMqz2+T6EuW3Y4ZQciWfkJ89hEum+L0k+4KPPyLemiLZUrVXBYubp1EyIkP+HE8N4d7L8DMjE+4NGBUOWer9rx03tuuSgih6ca92Jtc51ukl0Eu8Qc0CUQxxklO7Ao0E/Pwige1fwQQFYVcLPtuObz9X9bNsPlfp6YWJdR8UJud+3DpbeKxuu9z6VIXkkG77XdWCbTlcsd4Ub6eaDeDFrv2peKvGaAUT3iXzs8+3xd30vi+N9l7tQsS76D4ao7dPCSvRXrFiQXRl4oMg4KHwCFHv1nW8jtI4pANZkvrKg3pFVFHwfm8GYZdIuIgI2xLY7elV1AGaWHJUHZQWt38eFVCRqyK1GNT0JYp9QHJnnj8xmhs3lOXip7h+UiY4mMsxkvQ5GYddS7oZpiro9gYzEeAAVgbORIIxM0qYW3njmD9xUARbHDk9RZYRPZVrE0x6z+7lyPUYiA7O+CKApJYAIPf/H9D9NwTwJVvbwQjBdi0Crqp4rgNiLFAWDkCbSN8PmR6DqWBs395tfCLbt/kS0OQbIYrGGE2gqKM2/24jm1a+FTDu0xU9iKAOtniUnxNZ/ZQXpTQ5UKafnjx5cmwZIVVh6fB3aq77tKCE6655R9Q4jH/+ULypa2AuusfpQxXx5cNKtN8aVqK9YsVCGJKJ9yE/P99tPEKsFs0HXgJVFDztw1FPq3f8JjOzl4LIYVGkjtZ3PPdLnoiw3TCe93Lznsc22tXoEPvJc0y92XIluc4g4IQsCgCNYi7BM4/dHJ6d5dV9b1l6WiY4OH07UuTakKrJs+dqVkSHK18SJTmUm/v2WD89M4FbVfGuKoGSwWEbwyQ7fb4IeOT3zSS6ccwf39fXgOppC0c72z79AEDan0a+zc2iUXPYbO3jqAqb/yw4ZWizGQG+xUqUaDJkgl1P78oCIvVN/CZiMv4TUTgVOLLjFaLCOz1anHNsZpVvCfzKGdqaWl1UDj4cWY3zfhfwbnONMZr2/nUITDky0O6drBA5J2FnIrzbHirZYxn1bx193wH7OiKmRYYVbwcr0V6x4kqIKL56rlHNKPfmSQOTfWF89VzfanizsQ8RT9WBHpgclSB8Z6sBL4y2eZ2I9W9vHKOYOeHLZHu3fzkhfvvMVeG0eiei2AVZ1F3YuX5CpshOz8eZ2ucwdWRjJPvWyHJvkxgriBklkvRerBY0ds4llY+o57hEkSPSTnRwKc9Gbd1tO7aJtWp65pBJ0BWAxtPXj5HowxgPPZ1vgVh3MeUa52SC1+bGIrZAZIsR1LikD0GTOZ0EYEeCB+BNRFC1IapHUXDOET7beuguLKrEytXsjLpWuDL9DoqqVmzLfM3Rm3EZb+OlOWFUtbjAaIqWcyqqOkhSXvQjL9JJbi/S/PNW1bv59+lnUSpzHyrdOMRbpso3czIOZOu951YWPRHw2cbDEeHzTfEmF66uhcIKOp9vVwfyt4SVaK9YcQX2IeLr5zCboLRXbr2zfu3n6vX7tZ/r2Ct7p9Sr96n2aVsVuHOO1ZzEgyq2M51vmQjbjXsxsn2QAiqqePh7FEHUJKVdkmQzj8qFFcl0TWUS+dCsXZyAGGX8mL7AHL3p6Y4CB4AcwacFmZwrrikHWnDYM0l97N0h5sWQPmTCDZDljCe5uCKZt7EpMA6vt+qtTVRNvaCqiTgO7xO1/s+w+LO3QKy7GGqb6PZKH4NS9fpwHs9BUhxdEEUBW6jbgibFhd0LRKyS3FZNeMf4Yuvx9YJkO3YWiQT2zM1kKqogJmO0zUjP9j3j1kXINrG24znveZ6N0bJ0XFIyRX4+XN/udCDn5zZFoMYHo/CEjff41qMHCPhs62cvbr9FDFXrn6uId6W/O2O9FcNYifaKFRfi/T7gw74/fuccslQqz18eS48YdVZVfGl8qIYnTuwAhE+zT1vVKipDiFHxJPHImXwKmAjb0t3cYAg4zGuyNDzEiBb3mu2iPoZ2X/Y5hFT2O0e2p44uhPNO4C89SY9A6qmOyUU6RT21q6WqkChQxyY5JsvSzv8fzdNugQmAI7hEuiUqlPojv6yyZD3XbWWBqgKaqk+p3NT0XubX4DoH+ddC99mVK/L95maH3tJDtX76fSJIUV8iABwUFtPzQO7NTJJFAe9wEs7uHOPLhwJf7+qLzSHbCOH0uNZR4fhwnVW14IvHtyubXfqcX0usAVuUC6KI0Z5BVYiTF5JuCU0tN1EVUhOII/5/HwSPdcTzPmJTOGwLStFeb3Ph5RyGrnMF8FTHjzLO7GPFeqZWrJiJKIqvZ0rF++CZjipN77Ye4el1+rWfRkg2ABTMqCCfZJ92fcZ4CrAFk+cqovTzegeZCduC8XzrTPVUpdhVYgZNrd3JFYsl0NeXfQ5TyPaU4RnJPv/C15qS5f5TkdjIjvMEkYkQYX29G++OJrsxCkTQMu5qb1VP/pb/dAR4bzVor0AdIo7M5pkASHLR5saoC8gu84c/u0jF+skLKvcCETnjgH6I0eqTwkcAJDqZ7GnHeFAB7CrBdnN9rvxLQKGggTuGmfDFtsB7CthdsVgYpV+BosCRERoxBsdy78jtBtciqiIGM4i7RAvVJdbd52UV9C6IdoaHKb8cMR43DM+MWgT1XvB+DwAVCsd4LB0eS4eNd0d+CW8ZY9fLUxXwrrymp37FS2Il2itWzMA+RHz1vEz+NTOhzXiYCJ9trErwktjV8ay5TZ5Qf8TeI71QVdQ91ZYhVMEytudIyZ1jbHHcA74kogh2VcQuCEKUk2t3SEp7CYb6ss8hqOnXh3q2z/l4xwmLIRmvPTfJhJugTRZzzuRmMvOto9eLgq+88QoAG882QVeF5p5udr0rD0wHqXR24O4Sbxk5X/cEW2qwRmN/cn2OE+s+qEiS+EyAnt5fAsVuL3jYvJVK3PAYmQmfb20J6FJlztjzNabrlJlQpuvXe30TixRtOFx+rlWNWIegCDPJ9Tli3UVXsv+a8ER4KB0cG5EeIp51FHz1LPh6V8MzY1MwHr1DUTCKZLr5Nu6zY4wRbVVr83ssVwr3FrCepRUrJkBV8X4fjkzCroUnwr7zs8K/bL92FQXP56LIkHo9iRDwaeVph3iaK30Ol0jJvWM8gLCrl5ORiyqq2oh/lobHzt4sWc12V2YkGyEZqBaODDHKdOn7608fD1DYAgNFmwz7VOVu737XAO0aEBG8MxM0ctmIjlBFORDvgfdlw6Iu8VbNUvzXsJ7rRybWxAcCDQAhoKnazyHWXUQArNPInvXq27FtT/YFpi55eBP5xePnlsgM0hiED1X3CTMOGbjm2p8couKzjQMTQaHYV4qHzdsiTn7maTYlhBmUBZ33HaRixnJTlFh9qGqdPd6lUbDNgyzKy02719RIdx0FTxRQOIeNZxSOUHr7+z0sIEzFubnDU7US7beC9SytWHEGIorvPdeoF25OHurZeiw9otw+XzvnZE8FOwKCfjJ92nOr2cfvnS8ld47wQA676rpljFwBaV+veS9CPJ42L1XNtr7s6ya/JkcWEJ3KaodGaYXwGUfrDisbQZK8WCwGqk3IYlyWwDIRSmZo6j1W1aavO1cus6Fadg/ujqBNvAlAkaLGGvINbUi44XYk/DDqA7F2dMjuRRqrqi462xERsDvPRszEzo5A98qLqqiD3L2xk51vGiV7RITHrUlZP1TTzUHDhOub0gJPRtsY7a1gan92VEVdC4LMI8nZtT0EXL0ILlDECb4Zt8LGMTaFgyfGw4UtFqKmPtyHCEeEwkcj2kzYFA6l57uOBiM6T7TzHPGtxdx9iliJ9ooVI4ii+O5Ttai8NmPsQfrZxuMbrY96uJdEFJ1t5Nb0aXtGVX38TDtcWBFoowoChWIzsUTAfJ0beR0FIfT1PKaKZYuU6kLVbAalXuDrobCeZLhpE6y5MV73ODVv3MTJ9icEc6Y+V+27BAzAl66p/hCZu2/7cw7EOw0KWTZuf7FLRltGbdZSQs3LO4skSocIoLwxHNPvscuQ0rjB1KwHND9rZVfnyKA+mWhYeNEyKuD0vCGcqhEXGaiAV0GaqLB7RqfLqReZbIOAD/vzZHvMST8j54+HqChaz5iqfjtV7Sn92UFMfRR0+nWqyQwtRFt8WHKmUAXFwytUtbeeUXqXKtrLtFZEVcTaSHfpHGpRuIqOSPe9tSJMHc8uxJVovwGsRHvFigGEKPjuU71o7FEbfuTL1+R4Bb5+rhcn+VEU3+zr2V/MeYHbM4FBV5PQe8dSixx1UKjaivqUicMh+ksmH+O2TLwXiSi1f7/EZcXAYiQ7QwAgCuiMm2zsyYE+izubUEU5EE5mM+gKyfAoqoBpuUmUnStu+q+hhFoSWTzzjCPK3PuYgOe/ecfHizbdv1L7X4Sj97dPCR3+Mkac58AyhJeHiJ41/sv9+DECffPhbI52z/3aqnZtTlVXPG4cCiZ8vastwm8A5xaSvLNMZcCexd4dFjaiCkTHc8zvBWP92UEUVSWzeq+jCEKw985ta5r8GfqyVW0C8FA4eMcoU9zp0tBWlbtInxFE8WEPlI5RFvbZ93AfTlVr7OqIzzf+Lsa8Yhgr0V6xogdVEHzvuVrE9GwI1idIg0SeifD5tsDXz8s5kcfUa37JfjV92qooHGF/o2r7PaA3N/uq7SlUBdtiOtl+2DB2exnNL+2Tife+zl58VEG6dgGHgJtNxARoJnpE1GPgdlkk2b3NRzQpDLiJkrKfhyQF5VYk2DVgmP9D+9pzjqEwGe41D7pU4L5bYzS50XNqqhrEqv4jhBOK3R33HSumV9gyioLxLVfim+cauwE1QRhZ/fBs5OcwBj2qaosInp6BogBCCqLPJn/SaV+w65PSjhzUENl1PuemHxZ27HeOKBlpXbfY0ydmClGxr2WWzDtGQVVfLw2fipeqah+cxQkPhXuRVoo6CupnMcJdOFQQVFHABDyUfvKi+K0wPdUA2AfBtngLXg+fLlaivWJFB7s64uvn+RXfS+AYkJEJh2PC5w8Fvnmurybbqoqn3fT+uT7kPm3vGfuPuFG7urA3ewxRFM+14GEi2SYibDeMXWXVzS6GZeKnUGTH6CTbzezoQuQq5i3nIpY/LfCdmersvuwW7kmhG+Ug2bZY7UN/tqZ7K1dEVQTOXeae65K0v++93jFEFNcqq80Z/Y4OboKqji5UXYOppmhmRmhZ2sOvsSrlPUUrHXCZyzcz4YvHAm5v2cdtdY6qDn4PObbvvRAlXZtqVVwlFEyWrSw2rnIBQpRJNqd7EJl847AY7onAxPDOxuYdgR1NUlzk+6JZFA3ji6ddhCCoJkYXLom8cNFNQVgSW8coi0SyR5zFb4VsnlYwY1s4eEf4sA94roBtigt7DdXEmNqxi329Eu17x0q0V6xo4bmKLxqv1c3S7n8NW2V7d12s2IcqWozSFch92o7oo3UfjwtXs9sQUTxXEdty2hc4EeFhQ9hXQJ3IpWqqhswZo1qPZX7HJdXgNi6N8ZqLCIA6Czpz+7Iz7o0GamuxgPmQENwndY5QSDRH9jmVY090lqAXnlHFmddTz/imOnG/JM71AJ/DiRpej5enHNoN6v1S926W9hD2QSxf/c4WLFRxViI/hOxIvvGMr58DQrrmY3Kul0S4RcxlW8SOQZRsIncsLy+YjlQ03d7tS5Ar3+npmn+axt9yqUfbrf5Q6fbE8I6wcQTnufk9cFiQrKNgX09vBQJej2AfjSEqihtcjwxqiG3peLLS61bI2dyeCI8bDzDhaR/xXEVsCoeH4mUJ9yyiHSJUV/n4PWMl2itWJLzfh9kGYdfCOwYm5Cd7x/j8ioztKsgirultpXDhCPFlUsheFNWNJfGitqAzJ/5rUzJcBJ6qgH01rYp9+rmt/uwrLgXv+EUrwyFNxHOf6KVDvycSKHqoZmfZeK4cDUmdFdaXCT3fO2kT/GmknIiw8YzdTCLQhUQFL9yvfy2GFswac7aWwdslHa87AYqBWVTuRI/C2NeCKsihckqnix/32q+dpePX+HIUnvGtdwW+eqrwoYp43kXsRCAiCGoKDlGCcwDJiC+DKNpm71EVfoIp3aVQzSZwxwScGXCp2h1JUEXCE+w4OWYUTNh4QlE4fNiFyRVsVcvLvjSaa2nUUVEUy27TE2FbOjhiPBR8V677QRVf72qU3iTlDMKuitjXERvvZn1nXwomzIohU6zy8XvHSrRXrADw9a5+sezqNsoZD9TCMz7berzfzVsMiKJ4qpZZQCAieGYEEThPuInL0CtCZFr16VqoWovCnC9uU4/n6fv8MQpyFQkXvR+wPtzXKLhF0SaT+GLcD3c5qrRS7hulXM0e38egCgkxSfdPd+rI9GwinGN4UdQRF9BNQ4ROcuJ+KYgqorbc0nGIH1sK+X4ain5XACQW11SFeHRs2tLkLF92TNjVhIfyPo4hgOZR4ZhmKwRiep4GEUtxUJPrfrWr7NzkyjFsYejctSMwM7C8gKQwU8SlDRnPQSSPvYd4i6AC8NXOFgcfvINnxsabuoS5fz/rVMG+lcHZJRDoYm0hBGCTXMUdER5Ld3fqjYwqCEIUbAtTY+Tv610dsSkYj6W/2cLtJVnfeeF+xX1iJdorPnl880okGzDJqGcadWdtY+MddIPJlXdVi/Fa8qu79IRQ2cTCg2c5pt47pp6HJaAKPNcRD2fItqo2fdpMhG3JqII2MsxJIABy3phpDI4ZL2RCewIFsK/kqgn1vVS0LSrrcA5ccvEnIos2mwCBEZaulHyKVLwPTGb+BIeryPYUJ+5bIvf+qgCVyMssmom24tCGXtT/o75e5R0ionhsHIPd65vM5dE5prPiK1XrqQ5iBC1ERR0jqmg96JIiqTYFN9+5WV499f5U0ZTtZgj6+gs8beIdRSDRyPfjxqGKZrT1VNsxLJiTy7XJ4KMI9tV9VLD7EKKivJIQO6QqNlPKyb4v1UYfRE1BVtUmJ8/f0aZOqfBY+puQ2+KC52eV/AzudeHiU8dKtFd80viwD3h6JZKdUbjpRBsAtoUDEya5h3+o49X9uF345MSqatFO4WXV9jdFuIEJ2ijSSvnDQM92jIJ9fTwJIyJsCoIXoKonyshbu3UJ9/DMeK35fs6LFVhM0iVELrsJ3wOOSHYqs5OjUYOoPhxLyS0K6RpSxgTUCjBZNm8eSzMizX/0j5EARCaUiqOe5fYLiKYZSE1Fm1h3+3mv7c+eiqjanMchNNXtCdtTAM/7CC0VFAmUzMg845WItx1H7wjoedbnHvRMsGO0f+9TVTCrUTJM/u3wbsuNMRjNkJsEPc4wz4uHr7nAA9j9Urd6qr0S9kHBHG0BjMnSEiRiFyJcBShsgcv7+40qC1FQFpddc7mKXTiGZ+vFvqRi+5o4kZOnFIwP+4B9HfFu4xfdpzkqxzZ2IeKxXCndPWI9Kys+WezqiPcv3JPdh6l92m2U3uFzkOVhD8wnqyCor7UT7kGWj9dRLOYr0F3J3S5FlNepKqgCu8rIdpuAVLVVQobgmLEpCVV13sU2T/SzW+8cvHRP9imoWSyKqiCl2eO5p0mstgmgs+KcS9XsS64+UYXHtIqgNhJqa1LO1fVsTBXy9Ua2IDM1wgpIV5UoAmk/bWq1LDAS6UzEew4Jj2JuyF1i3YbI3Kv8OkTBiNpj/rUnrTgrhaZcYwARB+Ltpsmtl0K3TzuKXS8hy8NTzGAVrLrWd260ZfTnmPDwUEBU8VxJY/Y4BV1iHTq92y+JvNBQdxZ28nqICFAlN0qXJOYKxXM8LL44JpRsWc4veU6noB21OAeeGJuS4ZMHxBIO8a+JrpwcsOvuq+d6MTn53P7s7vgey6s+fsWNsBLtFZ8k9iHiq+eXcxcfw6UrmIVnfEEFvtmdRn8t2ZfdhzI5qRrpppNJxltEeMVccGnJyAFgt9dJju5MhE3JqGKLJPWA0ofMUTcQrHf3tdVosXNeYhTQXNfzO5ngHdyN0/Elaqp5lzjdO5hUXGETrbYBmmoiO5Kqvq3P7gO1iBRRUtrE+eOaUl1sxpG3fULCDwZxTNYbLGkhbMpoXqqanWELEgP7TJctQ9bRlArdyXtDvANQBYCJUThcHP92Du1qM5EtANat6K2QyHWYYFSYryXHlmBBqWXhsy2jjubyPOUxLB1i3e3dfilYFftUVWSeC6fnon2cPFm/tkutY0EidjEm0u1QFJTUY6//7KojJi9kOBA2yVG8SFXsj0XSnOXkdWA8pOxvYDk5+TWV8bFF+RWvi5Vor/jkUEfBV0/3QbKB+X3abXjH+OKhxDe7uulHVFU8LdyXffq5lMybgLJg1Pu3/ZBX1Vcl2oBVPp730QybZsxLzDXarqFqxDk6m0FN2iZun5M9BZIMk3KrAnCZAdK9zPPaBDBPxNmRRRzN2A4DaZJ+mJiJKnZB4Umbe3PuFc0dwyvvCEFoVm65TJBSj74fAGBycAkWtXdMvKds446Itr0CZ19y8g6gqhXbEWM0hWVwxwBQMNJaeMyuPo6CTD68D4JdbQ7MdVRUMaIOeiINH4MI4Bkoelhb4Rz81tzv92FcoxOBE7dxGVUVLI8YBfXAvrsOQc7fL+14zZAszSlabBkzQUCQqKhjgI/WDrLxr1/ljiJQHR9D1+zsLcrEp6IWQdwJ3pWFtVQAi8jJL+nPzlBFUhl+nMf8LWMl2is+KYQo+O5TdXdC57l92m04JnzxUOCb5xpBFE/19XnZU+AdowqWqe2JEfTtku0or+/2miWUzMDmglVxx2aUFsSqLN29sWrS+X1kvFxO9jnIwCr9nH7te+rPzlJsUwtYNi8TjaoR2shV8Fwhiqb9PpLkBmRTtPkTrj4S6xmIMNOmKTAZ+mWLG1nKLh0Co9DMKm2cI8T7NQo7eRFr6Do7ZDTPOyhRJcnSz59LhRG5UANcKzwTnL+up7uOghAEtefk4q74UAXLd55BsDP4zHVJRHgoHUpPZ+XkXeXEraO+MjT1Yo8tBbQruFEEdRw+VgqgEgVJOmeJpOcqdxWlkZUXr0S4FfYd6Qeet54Y25LhPhKZ+BSIAt/sa8vZbu1vlpNvS4fHws06DpeqGzNWon2fWIn2ik8GURTffRruaX5NXNKn3QaTke3vPlWobtCX3YcyEW0A2BSMUL1doh1eOaYsqjnPKtT6qIM0fWBzQEQonE3WqtqcyoEjjjIKBr14VM4QzmVmT+3Xvpf+7KPs7FzNzoZOEx5KDgROMvEoMlqxDqpAELiZ11BbPn702QwAnFQz58cqouAZ1RlRy+GeWomWFvHOMl3OJo2v1MYyJpmfdtT6YVXteQRSoKhEgQpgKEpP8BOvhewcXge7xjwTYh2xD4KqVuxqueg7dE61zjE3cvJ9Jah7PrCbqZ19BtwN7/eoitAjFW8jey4AtrA/ta1KAdSp1zunB1hcmOJZIiqJ5ljubSHipYlsiArfWf/1RCj9xykTn4p9HSFR8LDxR9feroqIUfBuU0yK8LymPztj7dO+T6xEe8UnARHF956qi/ogXwLXrmQCSP1uZpRWvQBzdGxSxagKx2836svMbF5v3FEE+/qYYoQoYMLFq9MWA0aIYnJyAiBnFAcuTe7uAaaqnEDoooLPLQzcCdHOBJBwqHgRW+7uuYk7U6pYjlTGughQaJDZvbtd+XiGY3vG2KNlfBQyUSctgqb3+lIY3za3a4IRMErZ1C+JoT0gUGM+dwnaxmiXvn8XFBwUhbOFtL7rQVVRJ0Mz1YPZ2U6tbyNXcB3PW5gk4OKxF86heHC9hFtg11l7IU3i7eTjMYotXpyBYzvf1RlCPoagihC6hNu+K6ooKAJj46yP+6UWEttReZ4soquJKyvMIPVTRS2KuKvxWPqj7+w6Kr5+rvBu41F2Vyk6WEJmv/Zp3ydWor3ik8DXu/pFM5LngtkqkfUVfcL7OiII8K508Ex4ruMs1+BL4B0hpkissnybVe055GX5z7bexz5UwXKzp6yGDyHLyWuh0Yr2a2Zk96FrgEbo5ykCRRQaHfu9FFjyIh8nEsiwSfLQc0k17TdZpNEliFAgGRlNJdtMw8ebs0manK/Ci2AwEi4KILJ8J7VoijyDmrycD8f71hjr076mog0MG6PNgUCxj4oqEsoW4e4SbEkksQomG3eOjkiAjWHa3jBZ3y4RXaW0yoQ7RsFzHZsqcTfDPGJ5+fgUqXgX+57WnUuQCbcjSr4oBFHbfh0FRTTCXRYvU+F2IGw3Dj4lj2SyvcKePe/3ARvv8NDKCRcFvtkFbAvFYzksJb9EwdbF2qd9n1iJ9oqPHk9VGCQz94Rt4VDHy5zCRax3LiMbqHzYhcVztNsoPKNKEzTPBAee5JZ9T3itS6MO4/FdgLnjb4v+jO2poETWC8cI4bh6eE/92BnZAO0Yw5N7EQFT/z4w3UdBuy3zztVspkMOdIZqNkwzkkh0fUxVhEKjJnO7CT3tlCpoA8+N7EgehUal5KJGdo/GciOCffjM1t9hWv2Y4rCICbcUbIz2putA5NmMbVdBsS2u3wFtEW77l11vB8IdsU8mZwBOjpkjApGelY+bnPhAAJdwgneO8ZnjRLjFnMa78vEFM7WnSMWbz1Y9Sf9YCuYybxXubIyWCXcQRS0m4b5FDzcB8KlqXTjGo3co/acnEZ+KfTDJ+OO2IyWvI0IUvNv6k+o/0TJEG1iJ9j1iJdorPmrUUfB+9/pZ2VOw8Yz3uGxi/VSHk4mPI8LnW4+nWm4mJXd0yNQGrFf76Ype89fAHEflpVDV03JjVa2yfU1kCJAJgFWxRM3ZlmiamdhLQ/pK7yNFtLHJNdF9TDi0IS25mp0k2k2ute2DqrmQLz2HFZh6YirZdkwnqoLT14xLyXOFN1dJ4wsoiob6syU5PAvQRCrd7PO712G+BK/8SBGB6DJS4SiKfQiNmodBUFHUkqK70mFUBVQJkVrHlWALdtnYj1q7Rvafjecjkt1EzS2EhnCrAIIj9+8o06OoxhAlVfknvFZTzJfzhKtP9AhCItwFH0zlrIfb+uoPWdwLtKLBWtq8t2uudIyH0mFbvlJg+RtCUMX7XY3PtsUR2Q6i+Pq5xruNx6YlJS8nPpenYO3Tvj+sRHvFRwtVc3+8X8H4MYgIpefZ1fcQrcd3aJvvSlvpfqpuIyXfFAei7R3B1TRLZveamBNNsxSqMI1kZ0QxKWd5zYq3ajPfdwSUpQPRwYDqXs5WfzX7PIaM0e5lYT/fd4dqdqpKRUGMB4J9y3WPOWQ75xufU8OMSckV1gJwS0VNF+euHYXdTyJ6E8Kdq8NtUGoRuPaTFEAdFJsZVe1cZc0mizFq8/zJ5mF1VAQRxCBgzqZyh89wSojtj0y72LQ8tA754Xow4kewdYYIu/aI7NoiTG9lGIMjRlkS3rFV/PcpcUOvlI9P7ccGrG865IXLF1jYU5hLOUtE4Q6V5Toqotj+lw7YXCAnN2NBRpki4hhA6RlFembccffd3UEURrY7ZmiqwPtdQF0I3pXe4jmL5a6btU/7/rAS7RUfLb5+Di9SRVkSm2I+0X6qzlfsS8dwW8LTPiIsXMHNVe283bJgPNevbOM9ES99fdSpt272+6KY+dyFxCCJkeGQpeKJ8HlKZnDaVFdfE73VbEyrEXWN0W7pPjwXAutvzNVsYiBEyyO+taS5O46pZHtKVRvol5JnM61IL7fYMYfPHxHulmP5LcZgFehlKp1jecaS2hBCBCCnC2ghHmKmsrN4iHKU7xxFwUkdMhYL5phA8VjHUDCdVFIVB5J9cN9Oi05Ak4/OfFh8mgsRM5LaFtZ+FUSApBC5xNtgFslu7Zd/YSm1ANhHgZd+OXmYISe3/HVqDE4LZ1Xx7veNwr4r1r7sacgRYJ+18rYz9rVAJeCLB7+IGW6G6uEZv+I+sBLtFR8lnquI3WtnNl2AjXcgOpWBD2Ffx8kGao4In20cnmvCfuFjsy0Y7/dGIAvHFi31Bnq1X5Joh3i+J3sM+yBHJitTkQn0xjMiTmV/lPr+NOUXy8Iyz6nQC6vZGQJN0lr7N93JZDCfcnapIkQAS1r4eAUVpsAqm+cM0qZWtTPyvM5i5Q5k6pZS2jYuuZUVpoaQuAzh7vZpt1XjixB5WOWy9HRErHXEuV1EUbXk4FkSHaLYYkP39UhKF5FkwNU/Fs+EOlWtC0+j1dy+td0meDCzcWiTKz+HeHeTRDwzPFlPcR1NIl8HnRRvWAdpFh3OoU2yGdfllV+DS+XkLkU5ZpJesOV0nyNoMQocr/LxqdBEtt9tTgl1lcxQT3Uw1yHIaRTbitfDSrRXfHQIUfDNrn7tYVyMjWfsJvQ5dw3QpoCI8FiamcnTfjmjNMcET4yQIqQ2JePpDTiQL2HQMwVR5Op8c1XF/sJ+7YfCY+8ETyMLLJSjZF6JcI+di6kkJUYBOQbT/biNQxUOh/0rSjO3i68o8ctu5Ocy03liVRtAih9KTuNq1e0xJ+6lcU1+dibcMZrD8zWEW1WbCzZvYwmSnYl1FQUx8tl7M5ubZYl3Y3aWZOLnllqjKjSoqaH4dFGGmeCh8Hx+8W+qViZHds0h3r0xX6ogYpSeUPoyxW0pdrX1pXePnSZ37zBxnKFDyF/b6+JITu65ORZZTh6hKCPwUBrh9s6ucU+EwjM8T1cTBAHWFuD5+LAPkNJh22HARITvPdX48mFa3vYU3GuM7aeKlWiv+KigqvjeG+rL7sO2cJOI9nOPAdpUeDajtH1Q7MIyvdvb8lDV9ilfc04v8kvjpfqzo57mZF+8rVSNmuIqSiCUnqAAnhEnu8Rmwu2QquEvQLrP5WZPnX7kvtN7yXS1/lRtyL+jg5nVa0+GIhQIAj/S+89EYNCo0iDLxA/mWCaFZ0r3mC5DNM9hKS/zpsLt+DJJf88wLt19SYteXXJYYVwamiO68tpD/ncQ8wTI29JWu8jhctRmH5TMLRmw+EmXFiCICBtP2EeGKED53KNfJXHpmekSb2t9oRPSLaLg1skydcuBfFsfLGFTJNIdNUnp7XjsJsZ3qSpilCNJuvU138eqnsCUT6Wzdq5suggomBXMjIfCGbm+MC7unmNS7x3PVYQo8JgWy3MaSBTF954qfPlQLCL5Xs/RfWEl2is+Kny9e3t92V0UqTdqbD9ydfMaEBG2hfVmPVfxot7hNlxaIc8r/ZuCEfY6uZrx0niJ60RUsa+WPQJT8rULZ9UcIsKuEpsM8qh5dy/YHH4a0i3RzufSpPucsoAmRgrlbdECMUiXot17KqoAc5NNnc/Z0i7MlyJCQVEayWkfHNPg+QlRBxcMcksCgdI1d7v7bek1CzNyEyhs0WkOH2kbomUyaEdh4vtVU5wTBslfiArH/YZfQQRViwlWwZ7tVdDUv2zX3pRD5pSSPFpRC+CJ8VgSmBl1BDRqbz9z9iHInelBzCzsWkIaYW0PlHLSnbNtihC6XTGxQ74z8iLBxjNUFU/7CHaEkLLEpUdOD+Sq96kSYE41+JbIxnON4SIDW+/gkiLBEQFk11aBy8/F2qd9HfZ1hIjis40/MjgVBb56rvHFQ3F1PNdUFdKKl8FKtFd8NKiCpNX3t4+NZzxVw/uyq+Nik0vr3fYIolfLyTcFI6RxM9lk5l575W9NtFUV++o2nt5VEDz0xKwwEbbFccZpJkLXzouYqDFPs0o3FnEsz/FPS4FwLN99Cdgk95B9nY2YGIe0J0YrU/iOpH3BStKDZJuZwHJc1TbDnWmLaERGRqJmwr78vt/qVhbY4tIcOfnRqc0O2xjvh8/3VIgHT4Xxcdnzq22wFMX6PXMklUTLy7Yq9rQs6C7aQ/ZkxLYWACRwnJ4zPQdfmv8cVDgZJgc/HI+uy/kUWFu3IkaAoYicDdxaz72IE/J9tA1V7CoByMxC7XHq7DyItREEEYhkRYCekGwCXjxPum2tZ5n3ANKfjqiJB3Rkz6OiVbkOUfEkIV1rDtuSLyLcshLtq1BHwYcq4Ps6OVyZbH++PY7/mou1on1fWIn2io8Gb7kvu4tt4QaJtqrexNV7CTm5dwxH0pD10rMZ0dxF/e6AbPx1y+3vKpktZ50aS2OxPAcJeZaJFz0yYNWDGdPcinYfskkWGEek+9JKt0yU8BPRpGuSUgX21hPBpnLd6h/tGiQRUcO8jqprdzYPmkK28/1ivdjTz3S+pj0BSv1RYFfjxgsXjZx8gvN/eySNGdpAgcoIjw5WUcdQBQVImoiudnuKpEzsbHh28dGhlFTQ6vtVAFVUeLXnjyOMG411zo3JwVs/F20qsZm4ziHeAtvf5zrCJ6Lp+Vy7gymN+l5jmdG5Qu4gItjVtqhhUn67X1QUxGzXdd4uFni+4tBqcEymD89ec2qn5rme4+O6x00EeK6jRXSldhpR4KmOdk2r5WLPdUzPVfEVl0MF2IWId+UxDVO1xJzPt7jIjwVIi3UT5xIrbo+VaK/4KPBUhY9qFc+xZSv25WPvw3LV7C7acvJdJajifEK/LRgfWosE92iMJnpbrrOrBEElfeG1Piv9/Yho6OkErT3Ryv+g9I/83VlFy+HcFg7bwuScXVgP5qF3lhah2q1xtkh3/ry5xHtqdXfKlCHLsxVGCJdMOOkj1hlRFRKOl5OYqLlPHY77Ie+pop1hWeTaW+Ey+Tgl9+qZi0dA06dNZBU2EUrP62WOw0scTrum7No+Jyc/7C8dEaeMKGa+NaUvOKPtlxA1G7hR40Se0e49nrP9LhjAxhH8QGUtiEIkJrXCGKk9/1mZLNs/WsSbTu+1wc8RhTiCRFu8cKQofL+L9n5iKkY2UQNZRnbi3tjAjk9Z2D2uisPWWgqdo99pVwGS+t2bPw/3SPs531SvmQ6Ld3OgQFULxJmxnS3+WbxUFEVUwYP3KGdkOd+x9cqbwaZg7KoIR9RLqL/ZmdHtpWQ7iKJ4ZZO+FYaVaK948xBRvN/Nc99+C3gsXC/Rfn4B0uqI8G7jsFWeTbi9Y3jWJlfbM6EgRq338+28RDU7Gwk1MmrNE7OI/ZU9Uu0KSe8/CPBsRmuijKdKQZBU/cguvXmip4ef0/S4pkswl3jPWfCYMmVok0Rt5yxdgDaxzsevC8sgl5OKnvWPMqoQTT7emvDcS392F7kvmXoytm3MerFEWxRHxmLMQJnIe1S9usL9kj4QjZx8pLotCrRtAnLUXBBBCNPPfzaZ66tKqyqeK22urYPL+OVScSD3+ZpPyFjvPmAEshYjkENd6Jec2yPindzHHZORzQGiKXqsFI+q+LAP2DiPojicq30tiBO+i1RNJTD0Su8JnBvRZ6B9PF6y4mjKiYiycPaMbv1MFQgyXUp+jwuFbwnZBA0wN3Ii9ErFv9kN/+4coigu5OgrFsZKtFe8eXyzmxrK8bbgk6FV29hmH+KLfsm1Cfe+thzoKROnbcn4sJemmrEp78sY7aLM3WxSFJGknqcbiSqobmhEkvtdswGPCBpjmlwpl1Z5pRZBVQsYydSITKb6Ui65fcS7qegrUKmZGk26MiYM+ag3Hce52r2vbzabKkjtKuSZYyTJgbhvIs4pl1yRCMKdV7MzcsZ2O/YrijZS8YGW3PNQRd8JZLZFCTmKA7tg8xe96zpkR/XsxH08oGPZpkKxq6Y10DRO4yOS7+ycDdVGyVLFtOhzIcl2ACgRbOB8X3kzFliFU1VOrvX8+2vREG85kO6uxLzvvhIBohPE2lQlwLDB3NGYz5Bsx7g42eA15byi5u+yKSxrPP/subajonvgYXOebN/zM+wtoBvx9WEfwOhv/fpmF8APNNsg7a2bAn9MWIn2ijeNKsjdmm0tgcfSowqH3vPnEYO0W8KR5W9vlbEPZrozNil2RCgdN87o92aMNuU7aAqx7r6+rm+zlNAl2G0MGaMBhwlRjrsBzIiFcOghHqsSLY1MYjMz8Roh3hhulthnEg4cy04JKeWnbcrV2rYjbpFqakzRXG6QpYMUfyqZHkKU4d5XB1tciJriiLoT8juf/2Qnck7JB20FhGMyk6m53gNnfs9kixMHwj39M15zzi+q0Khwjk8WdAimEIhQSPCQkabWLAsPE3q1sz9D3u8gFuMVEtGeezgcrILdNfWaM613TCZPFkXhubPIsCzapNtRztkmaM+93CaEe4moghF130SV9d//1YjqgICrXaFfFQoz6SzQ9G1rJtteoXuHh82h6j2wCVuwXQ3RZsMRHbmNA3b8v9nX+IJO472sZ7vGl4/FrMWdj6mV8q1jJdor3jQ+JgO0PhSOUTgys5sQX32VkonwUDhsPKMKOlph33i2uJT069IzQlSEO5CQ9y0SZGItgpQ1O+9Y1zMkoVPBlCaFI32KXWO0I7R2gakVL4UcTatA1Fch3lGOK0bUEOGhzyYoCbqV0dwPWzjufStfmBfbhyGpePNZaMnExbKY+7Zx7whi/drdkVK6huY+h6bucibcyZstPTvOLHDNGsnyUFhfdJaSqwIBCi8EJW0Muk7elyrXMfVcT4EkB+/8clFFqBTEmG165kCj98bcRSjnOMWIWTa7o4Oq41aIahJxiMKn/v/2wpbgoPLJyjCBVf85msFZl9hUtYy217gFnyeviaoWqDfHdQCAArtsqLcHHko3avwnSY20Yh42A73wqjaf/fzhlFCLAl891fi+x3KyyectzV5XzMNKtFe8WXxsBmhDeCgd6ueA/R1Fl3EyTdt4QhUVVZCmJzuDEilvG6NtS8bTfj6JXRKNvDohiiBEnIx/DkKUJj98CThOueQTV7DrKL3V7vZ+Egie2KS6nePfJd4WwXMqz1wSl6y39EmXidA48fZBooL99fswJhUHkhFbq795aMHi3p9YqmauRVD4nsULx4DoNAf4Zpvol44PgdICk3GoTOz7P+9e1i2ipCQDTQ75aXbFnWtTU891PfO7qxuTJWkbMQpYp0WP5ft6ymIazaxWOiZT/wAIQQD3svnSIVVlPSuKlrTcjluPrBxGuEMUlIUdj/rMc5wBFB9RFbcOFtC4cQdF1L6WRl30MOJIvsrH54OT0m8IosA3zzW+eDgl1Dn66/sei0kLPevZuR+sRHvFm8THaoDWBzPCCL2ThdcGkZHtjWdENcJdhYMzcdcYjYmwLR2eqtc7dzZ5N2faa0yDMnK8zrVgNsLoLqgoq5oLedc05Uh6TWhM0s7N8S2Cx0i3QzIDW5B0Z3OtuWjHZbUxJmEUXB91EkXOLuq5lmFaJjR919br6zmGkUl2psYSFa5nkcIxIcyUkGflwRzYIkqSrOshXumofeAOJvyiyfUapg4pW8TFpTaFbGp2yeJwl2TbdpKzePJkcAMOw6ZWsft3jtT3Ej7pUgycwq6jnpbT2yIRxEoUJArHQIyAc8OuUALFrrZzcu454f3LLh68BEJQQOPBkRzWjpS1CNuCe9VSq/P4fGz9qdFkF6LAh32Nz7fFyWujqMnIH05/18U9PBdXGFaiveJN4n31cRqgDeEtpDS4VMF+KByCGOmuo5wYo3kmbJ3D7oLosGugYuT6uQ547nFzv2ibqibBu/D9uff6EnLdRYgKz8f50e1xUdJmO6JZ1fd2pdsRQMST5WtDkAslpUy5T/uAsWo2gMYZfqzncPC9Z6TizRhw7NDsHCH2vOmeJz+5z7d91UQoEE9JHNN8Y7R5Ne1TcOrHRaqoi+hxHvMrQPXQctL8DJaznE0KibLi5bLPCPF4kSckczpzLz8QxO7RdbDK9SX36kUxUkiRXC0J+95C08+6l98CCuB5L2C2OC7PwyQnRkGVjNb8gNv6NQZo944QFaqCTYsI1kGhGiDKeCj8SV/xHa773zUIp73ZQ6ij4qk+zdjOv/t6F/Dlw3iS+Scg9nwzWIn2ijcHEXNw/ZSgoIt6I18Lngm+dFBlJD80fGi5w5dF6td+gfpeHQR1PMjFL53w9m97fl+29bmaSdYl5G8M1ivaqt60e7RhRMUxXVxWNR4mllF9RT+3Xngd2yTw+L1TJK4W9TXvs6aS7G58l7kiM+qehaR7lVuKYDDXOqr2SpPnGqMNGI9fhNzLjfTxQV5+YikKyID5GMMmxFEsu/jSZ04d5eiZn0l310PCepEBT4eWhWsqr5cu+hGZYeNBFq8IqtAY4UeqykuhvZCVjegoXR9BBD49d7uZ9pW0+rdFwSIo/OHZ9uYN0CYgimIX5Kjqmgk4EKDqsGnlRd3zouE9YlOcr2a3sasiSuZeJ/IqCN7vAz7bDFO4e0l4WbES7RVvEB8+sWp2Nhx7LB2+eWNyeSJC4YDvfyxRMFmGaZJPbje369fWJA2vw6k0fKkJQpSJfdmp+mfENFWabiQ/DKIo1OK7uvuZ5d/M1NunPQe5aper3MzT8leB63Ok25VUk2uff08EwDo91syun/NtBd2+bADwnoevsTt8cEXBaA80cBr5BVxgjLYk0+4MxCfSLapNa8iteEBbJt4HVTN81GBKJCkuG0gfybYUhMNnU4qlYyJ4AvwFebt9mNuf3QYzgTvu6VEBxAg3UlVeAvlwiR564NuXZ5dwE2wh9mQ7UOyDGdl5Z7FLH4MB2jmIKHZ1xLZwzXmKoti1FGCZbL+RNf+7AIGwvaCP4v2+xhfcb4D2XEUUjoYzttfzczdYifaKNwURfbWIq9dCjsgqvUPpLMv6rYGI8NmmgKJuJsCiiofC4aun2mKEFvhmUFWEoJb3Pfiaqz/GoryGylQvSKz7UEfFxlPv/lNDiuNiE6WoVj3q5vAOIfdwXop2n/acnlMVndSDcc70rI12XzZgRklM1OROn4zhziY/RrLP76lATcXQOd6OAU290+fwEvvOuT0CtyHeuc+6D2ayiGSGhhxEDcDMwdwMc7DQJdnZnVwUIMCTmdQdmaxduE99uKYzhMik1xLlaFBGtuVkYWpJZJfx0CLPfVd3Jtwimo5j/3hsMRHYlh8/yc4QBXYhYuuPyfY+iKVSNPFUd/Ywu2M8lu6ia14UeNoHfD4gE3+/C/CP/d+569m5H6xEe8WbwnO9BB17O9BkMJbxsHGon+XuJuxT4JjwUPjGCM2cyx3waIsJeRIbk+RyzpnOxLceIdgZS8h3Y7ti88rEuosQBcUAoWRK8tIBU7FrEAFABCrjhPvaj8192ud6s7sQNWO3c68JE64hoKcvu/3vwQ3cz40bxKTPUyGiJw7awHQJ+Vzn8SUwRLxz7NTUa1HV9r/vysjbysQ4x0vZ3trDIahCg8JPMEMKSfGT+6RVzWDN2Q4Nvi+TzGufPZf2Z7dhpminfgoRgEZJbva3uRaGVEwnxlJRUIsdW9+JBcswxYopsQpHH718PEPEvpM3HRn5Pp1RIpPSL3G9fezwPL03uw9VFDxVAY89/dqiFgn2fY9l73vXrPP7wEq0V7wZqCo+vKJb9WtgH45JtWfGtnBvtqpv2dp85KC7LRxiqjCwM6l5hhkeaeM23Pw9/V7F8lHrGYThEqpjxSkj0KSKQNZztcSk9BYIUXtdiCn1+jsCAm5D+zLhFrGKc3cCe23vGBGB0b9/Y8hO6kMS0Jgq2VNG19eX3ZVW9+FeaHacSbKBZConp8c9R3GdcyG/xb7PXbTJxLtN+NukW9NG2yR8rBc7P4+O3P1bv3d8sAaIADQIihZ5seeH3ZdMVvVVUvj0EGyiqVRPSGsfLjX9a2MpibRzDPTKspMC5gZkO0ZBZDo5Bt3j0paWK0wFJBLh3LFEvN2nXaeUihwF9rEjip4kWdRRQSSpZYFeYens7aGPIM/FcxVRDPRr11HxYR/wrqdf+16+bz51rER7xZvBcx3fZCX3GuzD6fTqoXDY18tJf18a1msuR+N/LBkf9kDshCvnfuIuogh2lWCv5ipbMjfXRjNhRmsCnH6mKiClo7k2pX90f0Y4OB23J4T7Su7efbaO0ttnSWz9l44YTMduyUtDkBZKJIJThbu9SHINCs8XTSJE9GCi1cKU+K4MI9mnfdntf/cd1mt705fCVLl473sHjNF4br/2HYGIOtz7sHMhClRPq0JmlJciy1KftMJitJyj9OwgbApO1SxqtkwAyp4Kakxu4vk6khTpNdkLArBs+isfTdf0Z7fBZMci9LTY5MW4JQ3SRM14zStOc+RaQ+hKy5sxKRCDNBnchbPn5NFnQFHVisJfn7zwFmApBPGIbFdB7PBWwJcbD56wwPipYuvdYtfJ+32NL13Zu8jzVEUUjk8q531pBCteHivRXvEmoKr4sH+bVdxLIdLfB0xEeLfxb84YLYNTv/bXu7r5GRHhMZmjnSN/VRDsgwnL/UwpnyoDdPl1ZJPee6BL59F37TgkR2IHsNBNiXaGEW5JpOR6+NScGi4gi30mZZeQ7L6+7M4nnX72nIHeCKK4mgz3GaMBVr0VPTXhe4tQRTIdaxFxHKrfojnju9uzzo26u3CEB+96JckhKogO6gpRPfLeEE0ke6QnvHfcC1xlS/JHlxYw+0aVDdKWINua1ChTkM/rEGpROCg2A+MSmNKscOawfo+KpiURUhW7bH3X7msBAXhfRXzuThUEK5IBWrHcgryoJbcM9Wt/s6vxrXfHRPztP4k/Dtx3WWbFioRdLXcbjXMrVGFYxmrGaG/39nVMeCiPJzJMhIeNG5b2ikmkduF1+vQtM/vtXIO16IDzOFAwW+btC44nKrCr0ZsvPRWEpHK4cOCCY6I5h2QTAO6Q7G6fdsZQRfs10ZeTfdF2MEz+POea7cvgFkfUjpOc9GOL6lni295zIoAHejMF9nzP0vO2D4e2SfbEVob2dq/5nly6FYaov/c5IxspXosj8tx77+XXnVcHEGzBpBKginHwvq2jYl/rJzEvqYOctGftgqAKEU/7+Ekcg7m41ABtDFWUXpUjkPq1n99m8eVjx9udqa/4pPCp9WYD5vw5hoeNm2UGdW/YeoeiMwlzRHjskG1Ry03/UIWrK7DXvD3E20SR3QwDpIDJCFHO1X7RIcEIRB0si3suXO6Tp8v7JHOGd9TpJBs4zT1nAO6NyCZ1IZKdIdLv4p37tYfI9uLz8YW3F2O/GV42ahwbP+NYUu9AoxMsBVDVEfuWwaeqospmkDNJdrPdKw7y0nLoHAHnRhZfwoxqdB9Epxhn6lFf9hi8OzxbYjIF67Y0NZ8NRVXLm2yZmIuqlmMVkVrvcB0FT/tPrxAyhmsN0MbwtA+Dxzobp2W8jW+njx8r0V5x99iH+El8kbWRc6DHkI3R3jKMVB//zJFVu4kIVRB82AdUF/aUdnHpVZSrTG8NfUSSmUCp9/0lHUlFD8dfkarJYXrsUpZtN/++lGjDKpPn7q82PNFptJUbzta9p6eVqlXflhyVwsh2H3K/9ktgyeMc4mnbivViTyNS3d7m0o/LilUVu2jV7EyOzZRLJsfL9W73isfUrZ4H54wLQzrOl0AmPJc19V+fQ87XPnovgCrYAkzv58PI+NDvPybYosPhXhBY3GotEc/Vx7//U9FV6y0JSQscQ3iqYrMg8rG3NbwVrER7xd1jV396D/A6Tuu2eyiWM9t4DeR+7dPvA4WILi8Tv3DVvaqX6H58eZhj8vHIj/q0abzqtiS0h6wIkkx2AuntSrS54x49FSFJg6fC06k8vOBT4n0Wr3AB3YJkZ8SRbGrHL6+WuBSqQAinEuAsFZ+yxpuNE9v/PmeYGFJrh8BytusQU4b7daZ5lz6pHN1uYk5E5q0wgpwVPgdR5MSNvW8LYYJru6NTkt1GLYp9GJZJV/FtLsbOgsIUGOkYqNozfJeq3ftPcK7Wxda7m5ul7uo4+B2mCnzY2dX+hqeGHxVWor3irqGq2NeflgkaMJ0IEBE+2/g3LSF3THjXisCoauv7IrIvrSVxqRRzSDr4FtCtarf7tIGXI0Rjc+iYnICHXuN7pOImH583htx/O1Uh00ey+352r7BzfzuGP1TVBkyC2yVu97ZYdTA96yHZZ6TibXSvTSaCH5GOmsP4YeN1+p6LUSbIoMdxaZ/2TarZbSm9494EiTZCnC5BVtXR66/9unMLeUyYlO0tar31Q98HdTzut/8Yof9/9v4vVpZtrwrHx+czZ1X3Wnufc7iIgFdJviYSIkFeIMGrDxgV0Ij4pslNbiQa1GAkBIgGHoz6gCgEYyAhvpkYk/tCeFJu4EUMURBJSMBo4oNGCVyu+XHvOWfvvbq75pyf38Nnzurq6qrqqu6q7uq1apzss/da/af+V80xP2OMj+AguA/Q1pw7F7BxfpAd57nB8LgBaF1412GnTF7upaI9D9zHaGHBi8W2IxDsOaP+IOuCNTxKr8ZbIjOMh9zg7dbjqXLMc8ujk+2hKNx9VrOp9Bme8GlfTebbvRcDENsZHf7e4LiaXb42YCAhleClPvMmTUFnBt0EqlxW77WaDqliOiW6qtoAjlOZ57BjItL5UH3CDJGKH6CBaLedmilRvLpM5wWF6PNuDJxz3K8x4WbN6QBG70Ov9e9b+fdBOu89DH3+9CUlSUpetASluSDYFv224V7hGqr3yeL3tHuZ4WgE4HVur0ZuCy+twWiAJpQ/53PwnrAQ7QWzxuYFVrP7+LPrWGdmsvCNayANTpr41Jhke+hzR0TOaiM1J6gf+nDDqz5touZe5aOug/TnWD7speSEdpINpEmC0+susZK994ifyD9oqEgaoLGtVePyer1rOoTQXW0ed1ntyyE6TCK/9X5J2CeLV3/XXypeRV02Duh50jTg1qyHwwW4IFEynpLGL99LQwU4lq7TpupUCjmQOgN0b0BnAJrU3iftVzsBsLY/ya7CBZ0QbyKVXjSR/DkTnV1tUlQAPBUePoQX6dd+zO1VM08ADUZrO8cCgDfblxciPEfc78h8wbNHCM9fhtWEvv7sOl6t7F16cjZFwMebAkFEJwwaiFVuGY+ZxaUNqYbu13OPxRxQ3VN1OV/yaXMMKZp6gDCUvCQpuelBAE7kLOn31RKcBe2TLk3ScEb/AXnbwOdaY26R5hC8qXCqqk2kPaWnyMA95xuDHJ8PQ6XiVRxZGgDk3Dx1VVcZ+JJk7+8z45DtYZ+vB7mNh6Z+66f7LnvpJtvdAWhy9L62vWFte6BhH+yl5M35E8+6/Zcctz8Lsvdrv6Sx28ryTQodQYB3LcUoJsLTrt3LveB6WIj2gtniVv2Sb41zA1WYCO+ts5HXZjoEEbzZODwVh7OuD3lzmIg1mkY+dfU14RxlwVzhawP85NNOhMBM3VP7jMEmEZ3sWwycniRok5jWB8AaYHUZyZ4DpvZlN+FU9TyR7dF34Rke/TaSffYqHMnGuTFlu+7LDiIaABaOPeJeBJfceoZ8NF3/U6DteBs+HcKYKv11NAWgNeHU+zJ7mvD3gUrJm33bqf3XcyXbIoKtO9y2ovRrv4y2Z4YJDzfs/rJpIdMEPTc/3ixV7VtjIdoLZouXmDYOnE+0gejXXs2/5ZcLgo83DkVL1eIxZ1hqINtMeFidT7aHfMr5bm/f3FHf1nrVxRDBVAabYww62zB0nKmtvAgCDdrp8m0yUavSwYfj7S7XqXLqJYl6XdaaSPaQqlc7IZ/+XHLhsj7K56IPkSDStPZbIcnFxyTZpsGL3dTWSyftjn3ZXcsPvj0c8BSGPEGmvO7bQEQaPnbiffXrvl8AGjW+r/o9mSGYhufLJdi55hZlAXi2ZJuI4HxA4Y792s4HPO2afezPBQTg1RV92W1oaveVVmnnw4u0YM4JC9FeMEv48AJaZTRgjCrqQ2Yb5ddzQVUq3gYiwsOKGweBhpRsmzPIdt/n4XOoZtcf/nU5qmGVj9uKfHxCqj3o3fWqsotEpZVsNxA4OSE/TZMoDJ2gqp9ryb95L22qtJXbbe6ZguPzqwnMNGrrm75HJlWyEyR6dy+tuDUNsFdWCWR6Lfmyq0tyFcl4G/ru0zb0JXbcx3txJrq++Ry/dgj9A9Da3qet+aZ5Pu68HJxnCYlsP1fSuXPhYGIj+bXdM/drP+Z2Fu1Vd/64j3v11vTxEox2U8x3NL7gRePphc7AjeUJfrWep1/73c4fScXbwER4XJkTZHuaW5hrkHPeJSq7zsthVYeJYBjIDYMRB74Tkcohe9IwN06IBLS3/zENPbWbBrxN62TMMZkmKPk+l2Rf+8GqYW+3PV/7EjszMtk+hbpcXERJ7qVhcRokePg7Q3w06eNrEuj0cziRhg2o9Phcst1nYG1o2rRxou7Ju6F+7X7nWLsvOmuwhoyNXZBGKW8Anl1AWjpygmMFYhDB1gUUIdz83jQFcnMbX3Yb6mPm6nUdRPC2oeq94DqYz1myYEEFL7F3NnA6bbUvkl97LsU4EcHbre9sR9GERLZtw4boa80S8zb0lXg59zwGBkfy8XooGhO4Mtidqqrdd2+aSP7b0Ea2dZJg/3Of1j+E5v7cDCCzPEGlYrqL8Ra+7Dr6VGDTHjBMyFoCw4bg1OUsDST7nGTxJjSpKPKcD8hl8mHv1yd6sqXd0lDH2evb4zN8hQmPU8e4r1/be9+rml1I86bnlicn2eU6BG3/VYd6tp8X2U4IIkcScm3XKHgqnpeE3DDhMZ+XRW/nwkGHlPoE1rvdUtW+FRaivWB2CEGumpo7J4y53dYwXq9u3187kexdw8CjD0qy3TAopPja2h6FRrMAAQAASURBVPR76PUZ2Ltab917Rp2I1HmQIW3zlcWZeWognpei7yltiBpDpOoQ6DFqmjQAqNOXncBQj+jx7+9LLg6oD30uA6ghq8Hcz6d7ybo0kewxdlVTNZsBrGrnb72Sp62mBGFghc+f4dc+9X7GdCFoVZyaukt+7VOD0U1xegeIANJww7ETysXboO2/jgmmh6B4LhO5tYtg5w4nEQTq107V7ecAQ4TXq9v7sptQ9WLXJwJFXq5S9NZYiPaC2WH3Ar3ZCWOndObW4PX6dmQ7iODN1reGnvUFEeExZ2QtFYk8Y+1jOcKw/cz5gFmiPo6uy2WJCJZ1IJr27NiD7z4kkAm9SHb5nYghaZXzSvuBNwcSVWGIYp/jQzIyNcme4mvVhz6fQXvAqVZf9YRuQmb44rZ9TaiqGsYk2UBzO6xqmB4zHUnGNfhMJ0aGTuSd59fufv+1qrt9+O2pcLSUzH5qH9Svfe0kwFe1Khyuj1Z16/dAJ88zg0ZwnELuYt7OzktvFcdcQVCSPdeJ2F0l6d023KPebp+XsuBesBDtBbPDyyba43/nyho83EDm5GP7LjeSHF7Jtmn1RVlOMvP229ppqak0tmm5V9QJjODY58gU5ePxwTy6V7tXZe28R5FKSivHqytgDzH0rIHQG6hcfKwB1LWGYXOQjNcx1PtMRMgMjdq2z7l9xsLYJJtBjfkX6+p9SeTovpda7J0bWDfUr931zmtVswH0vhi6yHaqUncdR5FD9Ux5vU/duvAEvKDxGVj4Zi/3vaBtnzapjbZFQAgBmzsORiMAr9fmZDvJW0JE2+ICzdd36nO+4LpYiPaC2WH3TCRGQ5FCeqbAY26xvmKvRx+UZE8xg/2QGayz5ltXkpmvrTmrSubCPTf0OkZjqFhdch2JdlUtMOYgvLPCCa2sXcJvnSjZ9j4gUDMJSlLx+msCgQGN3if7GgWPIPORjFfRdg87lUBtzyTb9etcK9nTkGyguZqd2tGV61Bb5mEA2vkY4tcOaD8/hqhHLkf/ZTEdWzpUAVD9uXmbyvsa7TsJzKXy6AIaPdu7OybbXffLbT0YDSodd3cajEYAXq3szZQRQ7AtPIjaj8/b3dJX+9qY/1mz4EUhhMtbrtwrpt7uVyt7lZRMFwQfb92kfUNX1nSGkeSW8Zgf99s+Rab8M3sGNW1vfZxDMYDMMpUt04jorPZpg9YNOhgeYyy8C4JNnKCrTxJUpeLH65Beu5/gs4S5DlhVNTH8c4lsD1VTVN/uw16emiYux7wNMY7tGEAKz9N7a6iR4XMC0LpwKk2/iqalXaIgOQdD5+yYDlPp657rJMGvQir7Nnn/50KyE1xAI6m+V0l113F9bsFoj7ltta3NDSI42vdV+CBLX+0r4z7OnAUvBi9ZNn6NALjXq2l7bPsgeLO9TrplZhivcttK1EyUkmc1KXnb+EBE0C/X9n7QdKSbpL2GNZHX2v3eMWYsyWVbVW0ckg0AISaRey+a+kx6nLMWqTigiePW8iQKhsbtGnHcr7fJ+Q5WpWESoM/mJ/nwELK9T/g+nKwMOI/wJyQpcqi1A0uTweUfL2AmOBfgXMB251Vh4VRlsXPa47aI/slEus+9RZ7n197j2n1/T7X4akJqARek2c9el9+nY8PQFl71ibO5UO4iNGdIFHfYY/vU5ORzCUZ7zNrtanNFUy5AFW+3z6yiMHPc19mz4NnjJRPtS/u69gER4fXaNgZlXAov1yPZCdYQXq1s68CcY7/ttd1Xt9sGCHOtEF6CRDqraPJpmyi5XlXSf6fsq90k4z4XVWmpj2R7Zbi1Ws7QgKQUBnVvA9y5BaA1oYkcDaFb1miAVa9PEJUJ4+Xye/bJPiDTkTQ7H1D4UIbtJXIs0PPMJ+Id/1DMN/AQ7RksAg/AxZ93PmAXA6HSd6VlFJGcO6fLTiT8FPrK4evvITS3JZsa5ww0u9p+1ScbvEhUrjRbQOZU3N75Y7IdoMT0nnAy7+QZBKOtM4PVFS13Y4EInVVrF2Rwq9UF52Mh2gtmhZfqzwbUa3oNEBHee8hGrWwEEbzdTCsXb4MhwquV6azU55bxuDLIud2L+xyJNtDPpw3opAWzDlYTTI+2O6dQX5Lh8Ui2ks79PYOh21ANd6uCQTEduvLaJCXtCb4zYo4BaHUIGiYDBu4TE3MDTtFtIiVdaWlBmu1HIvtqdCOZFvV2t+3ZNilyCkGT2DO7er2k9QgtE8iJvAfo8tO67dyehCcCXr+19ptsOXyPbaj2XgVnLFNEQNS+39Nkg5ekyIkTqc0rMHj5U6KJaHq5L792n/FDVzDadubBaCvLeLhDkg3oNXNKNfBuuxDta2Eh2gtmg5fszwauU9FOYCK8/5AhGyEUJ/XJvuUMNRHhIVffdtuYjomwzg3eWxnU6WMQeTa9s+toGg81zSmkULR1jVyP6ec0zBjTuZCuGcKhF9sFAZGgOsC2KXCrdoJMcdo2V9Uuv9bmGoDWhHp4/zmb38e3LZVrt0qy68TahVBWo4fuQcPN6ghDXPagL2/fVFmvqD4454hVK+g+VgKLCvHuW/1O0MC22wz5zplYS8dJJwCb1zsAsITynsJou/aGL39qFC4cTUwXfrpA1LHRd5fWiycBgsKr2mOuVe2HzOAxv11b1EthmFH47vH0Lk42LpgeC9FeMBu8ZNk4cB2PdhVMhPfW2UX+o0Syx2rhdSkyw51SckBlqY9rxsruq2XPtZoNNEt2myZ1iAhZqgZXBuTMlwWjJbqrrXbO/pojpHApk3y9tUmj5GOuSsWbBuFTENepLNr3dJ7We2qf6/hPvu0mKXmQdC5TGcA0BrGuoq2dFwCssz0B9+WkDx38POatUXBIvDc731rxLj8QcSuSDeC8inZlv1k+nvAz0ftdHTbMkE+3QqAktO5j3t2BX7ttQqMJPhzbONJYr55OPgc85uaqHVrGBtNezbU9EXq2hKJdBwvRXjAbvPjZtRs8WymS7VVLu6xTeLcLKGZCshNKKXnLBEIaNGeW8bBiZMwXhQvNHU3joSafNhB9kUxY21pV+4JgtH2rnTO/oAUS9mFnrSoGwbFUvP49464WAL2u6mdf0++GYO4BaE2oDrAvrSrWpeTJl+28wHuPTeFHIdZ1tHmaDfbV7IPKEVeq2YIOMfrlCCLYRXlu4aPUvIF0W2q2UlwLTMNIsAZT1nIkItkmpIkzgoRaX/K2k2ymDFxwPO4JAIqZ+7WHqnPq/vMgUaHh51PVJgCvcouVvV+SDagCJGFzQj6+9NS+DhaivWA2eMmycRl5cDgUr1cZ1h3tsprwbuexa+gNOgcQER4yg1e5OSJ41YEzESHLCKucj+TkzwVt1f2m8Q0RaZuvmsf53GA0g3HTxYEogSXAmG7yZomQZQZ0I7n12FXtu7w/VivaI5wESUpOotWYrdOB+lS8hBvCBBPySjW7OmnFoLLKGq4wgVcl1iH+rKRbU58J1+6bfYyhk0xtNqqc1SKUivPqq9+rBtq2cm6tvqrwctz2y83crz30WnYhHFe1IwnczYDsEUg7stxZungTqlk16V7QBk2An+cY7jnh/s+qBc8G15ZOzwlzmNR9lVu8WvXzJW2KcBc3aGsYjyt70JeVa+1mvJeYTs5YZ8f+7XsHUbP0tY18WiYQE1bG1Kraw/aMIYA7qs1DwdhX5rpuFamCnqSyxIQQ5Opku3kwet7OCHdYzQb26eMXB+qJaPXaeey8JnsT6UTLlJ7WNoLG4FIF5L0ghP09PAT1oLoYeBXKZHN9T/ozJppaRgWIhm75gDAD7++QtPP6tapVbA1qNKwdBar3gJLEtRW0Z0y0gdj264782ueII3a1SacU/laE226nWugs7J30yT6F+naclo/ffqLjueN+3f4Lnh2uGQY2N7Rteap0B5HyTdU+wWMPINaZhom93brWwaALgqfifvowJim584SnwiOIPlzTwKY64WuY8LAieCEUu+fTV5sZCLXnbdvlplVtQCzBeDq4Lg3zUQ/bJhgCrDFxAHXZdc2IvjOTiE1zbF0KROOmPrpM8EEOZHUJU911iI6/vOl3fTAXeeVQCJRUnnuf8iFAAg5kxCnkjIkAnq7Sr57gfeCYxIULgLWhslKkPWv1PUyAJyr7a/cPWKR4P48/0T5Bu8+uS0T+mAAR2DAKEcBpXkGyh1ydfPY8+UNsj5ZgQNEesl9fJkJGgIN+Z4AgyHHQIXA/1aTCBXClPZn6tQXrfH6TBHTGTnU+QOzhcdz5AGsYOxdu4os2pJXsW7S8mwJVf3bC1gled3xmW3jI2s5+MuqesRDtBbPAucms9wZJLVzKNi4q7dl6jy+93ekAI8SBdWxfkqhKVV5O8X8a1ENldYcT0UD0NMYqQG4YeU/v0Sr2nP54Wxy3lBHB2+39kOwqrGG8Zm17sSmApHpvmuAxRDArQhBCUQhcPUL5zsANg9yuCm/GDMcBK8PwYT/dwEwwQp3EzxKNErxkQKBaCJJIc/9VAwI3JIonMJG2UPLhaN3StTX6QKOtoD3wRndPSeNNCEE0GnoAfJSaNl116VkholVjJkJmAAGdNVlb7tvKvZYFrZNsDEYWSUFo6GcdUhV70IGWclIirtTBq4SoDIlqnCYCHkIA187tuhJWZdYCChoiWCewUyL5tE/tFYnH0ABgw43XtETJeGYIzuveEy+grCFx/OI1vw4EQBECcrN/TgfoOGFu1dZzbESAerVXlWPkQgr2E6zsBPfgDlgmvFrZWdsKhqJpIjnJw9u85wJge6OJjpeChWgvmAXmklo9FpRMB3gfsPOCrdPgj50LZcsZqb3/7a6/FFvi/zyaiUcT0mxnZgkZM1ZRXrsyfNA7GdCgsPc5w9uNO5D0v9v62crZ+oCIsM4MvOT46F2BXfCdA2ImwionZEIoXDpu97f9poFod11x+6o2wwQ56ANsmCD+mAQlL6g5p9xRXdcGgl2uc+26YehgvM/AzzDBeQGJXGVw1TS5QWeUtO/Sm11B34q2iKYTB2km2ECq3Or+qN6XmPS8Iw6N5Le+nLReFaHQIToqXLndB/sdE3vSCdGRj5mkBPeDDVNLCEXyHXBY1WZqn3gSRB+wE1gQ2La/dywkn/app5wIYk5E+30kBd4RAZlVsp3Ojfp23FO10ged4KlOBjovMHxdEtoFxvmTM84H5LWq9tYFGKYjEj4lUo/suezTsZC3TMhsXegMedsUfiHaE2Ih2gtmgXsfTLqYoLkpAt7uHHbOx4d/v+26BncNIgheoJadw+GOiQR0nTEecouV1XY67z9keLfTRN+nYj5tvC5FzoTHlQG2gk0PgTgTYZVpCyFNOb6vvtvJp129zES6K7k2VrUfLCP4fQpwardUVCTcXdWnXuuHqM7oqEoDewl1l0y8dRlEYFbpOdVafQnGr3w1rdfQ/XPv1WxASWLXZvch2AkpXKwpWZsZQNDzJ6T0celJrCsw3J4rYGjvzU6V68qGQOI1dp17Q1x+uSMIIh7WmBgW2O9cc1BZuapCmie4xgJHC0cbDAHSo8pevyasIVUk6KzOKOt6K+yCIGcpJw8D1K+dD1SFTIVLJi4Ex9viQoAPjF0DCR8bBMJj3t6R5N7RpnzYFQGyan/WpwLQPU1K3RMWor1gFri3ILQmYl347kpKF25dJfUieLtzeLsD8HZ3RLxzS/jwaf7hZ32RfExEhIeVQREl/KeOAhMhtwQxOsh1ThUFtz5+fdDk0+4imExqPYBhZJkgFHunLJFWnFwInVLxU49tEyWxfQhz8mafkol3Lo/VDuC9wF5h4Mo4Vg40/a4N9z4BCbSfY4lg+54dF3xIXlxp3C9UESYnebW+t/+6Gu7maQ/VpPGG7xXB6NXs/hBokHMADIN8/DtIr9ZeHgLvgeDDdIS7RdGhEwMMCd2TMkCyjxz/3rLeExiCUD3j7pA71P3aLgiMyNmS7TFhLix8Fk6QmUPSV3itak85oWCZ8Cp/Pn7sOpr82QlNExz11zfO4zFfKOEUWPbqgllg7n2MQxDsXMBT4SOxDgchOJdibltfJd7hzRbvth42pj3nlmbnGRsKZm1X5UMAESHPCNZGP3Y4Tbi13RVgcpWKuiDwrt3XOQc0+7TRORC1sQKVG4J3pKFKldd0MN7+BY1VXVSyBAYMHEVimviFg00bB3RNfu2xYfjYN9x37avV2HsGRe90qrAmgu0GbFsKQEu+7JZ3Rfnw/r6sE0IxUPLEpcnolrhnFYuNyHFScrqUbj/pJjCMuM0CRwE+qAKE+PQEVSLc3nu1goxIuOs+bUMA877PfdFjkqJVJRbvJ4YJpvJd9+jBFWilN6uw2qIQmBkEo116/xXIUTBl8mgXTjAF11tbLRo8N6l4FacmjgsfOiv5myLgMR97rRYAC9FeMBPMsaItot7qzc7j422BbREmW885j6efttqr1nsd6L7d6iDz1crgITOTk5UpUR17Jz92Hv3YzodetJmIkBkNZErVUueBfp++Hhp92qKS0TYQ6QREEEZuBb7QqQRNFdfjXrjuLU3VRe450K/DgkAsx8lOZ0Kl7zjwa5+acDh/Yc3L73PBP4dqNqBFzLS53odeEvE6UqZFfZdUuzKINO+z5GEmTrLzlvXsqHQRCOu8ElLVsB6ATkTe8qhRIrI1BXXyZMNL74muAJXqiw8wI0l6k0+bCKAKwd4v8/Tea5p8UuuJwgVBbhkZkdpE7pRcuQDwgYT89sFol/izqyi8oGoZFuhkNVGAl8snUxMI2nEku+MxSl+0+bMTuvppp9cnCQVdsBDtBbdHU3Xgltg6j23h8fHGYVOoJHxq3L4K0oxt4Q8St1P1t3ABX3py+PDJlcEi65WZhbStL9oeKGkbNWRHThLJKpg0WCize9LtvQ6Sbn2M23zap2CJEYyHCGOXJIyVh7q12p6lDgbBMBAMgQcGpJUe7CgR343cs11ldnu/9jQu7WYVQZ/oZZH29mv3BuaYUu/8ySCsJqSQq9SxQX8n8blRX1Z75Tpd74bTd+zP/y5fNqCdGKr3tjrZE0nWjNseNEMEUEVB0LBNGpqmpNsA5eRX2/3QQeCdqDT7wrZgloFsZdDUujcFnJ1C03VRVSOkSr4xjJwNQGiUmt8DnA8wFUZ662C0sWTXPqpTqtvhvCAzascyI4SiZcx4zM2zlYpXQThNtJ0/3ud17Hx3aNqC87AQ7QU3xxwGlOq3dniz0dCvwt1T1NU0cD5g00CgAE0lN0zYFAFPzuPJeZgnwipnPGYWq+z8YKyr4cQBJlKybY3Kp3fFsAC0KulO7WjCjYl33afddx0sM4QDvmxt8W4XDvoac6zoe68eVzAdDHxtS5umJhBwNKD3DYRqDJR+7QlvQKmCV1dOnDr5dJXu/w6UJN9OBJnhTjLbhkRenQ8ILVXrBOoxi5HOK4aURLRrvaoBaAAaCT4gEKGbBiSa2jXD0seXjXiySWf2gUCl2BwJ/FA5uY1dBFQ90mzP6eNtbyPjdfKgSh3dJ8YwvA8o7rCFaBAcWFxuHYx2qT+7CucFWS0ULQirjDw7/3sJiPkyL4cwZva0LP6UTxvQULSFaI+PhWgvuDlu5UMUEWwKjzcbhzfRd32rwvrcSKnum256xDG5u3CEnVPy9W7n8W7nYcF4XDNe5Vljb8e5oE8wlUqNk9w4DCbc6TsMAHNj4m2Y4aoSsp6LXGcGq8ygcAFOtB0IxYo1MYHB2hv+TNLK0EFxU8UsDEmzGojk155y19d92k3ku445KXzOhY866nQ4z9EM+CDwopadXY+yJJX/7/FeIk26T37mlrZg1QA0oEU2TnxTxQrT8TMkBFGPR0+oN7ubcA+Rk6dr2tSu6bTffW1/9Wlo0TpWqFUtvQBWBBQnBIxhMCvBb5k7ni2KIOBKFdsFgb1Si8I6xlSsFV6QVRiIQMk3XyAfz42q615CFbuKvinqp3za11BvvkQsRHvBzXHtS1tE8LTz+Gjj8C4S7AWHKFzo3Z87swxrlGzvYjK0Q8BHm4C3G4/1yuB1bpDPbKY0IMAwIwxoWWYNwxodlLsBPu46moi3YF8BDAJI0IrzmFUyU5OPn/rmzDDWVgcuDGDLHrlhvGE6ItWWmxOB24Y8SR5OhloHVaElYXgsJL92EWTUas3hQo5/lVpQNSG1odJ/RzWAoPlg1QjWHObrgujkSIAGXSXIQOInovehwve/Fw3ZfkJKu99nCKTrMFXNqwFoCUchaFE27m/YlKGRFJ/pt9wT7mYfNdAuJyeoqoW5mygZc7y/xvBnH3xfkNq1QciMAdP59+1bQHAcjOacIL9Sz+mEsfzZCSGGIlZJsQsBORiFCzADKtKGCA/5y/Bi10F0WjaesPi0b4OFaC+4Oa5VvAlB8FR4fPTk8FQU2Ln5zN7N6bYWgrRKxttARFhl+qDbFKH0dXsI3m4dnrYe68zgvfU8CHeSfxqmRr/gKXD0cecZIwRNS/Xh/MFbCmwC4WhgWw18CiERcGjfWMR/IHGx0+e0rVS1tRbNJdmg2N5ICfYxyTAeeCoCHoPFm607GBzrQJYhUeLbuJ1I/bLR6Qstt/0KvpIUDDVVCnldKi6RSTunkyheDy4gmpjtoxf54FxqKLpXK8TVvcgAQNFzHCdWtHIbW6lRtx/5EngvB6T4nMJSkoc7L2UI2pBnRJdPO0EJ4bGUPV2HHPsyv1odDpHaqt4i1+qdfQzb4psWDJ/cqEJl5QEhHCaDV78/ycnXmYG1BNMzi4GJQJW71Vj+7D7QKru5Kzl5PRjNyfWr2n37sg+BC4L8gGhrXk/hBese8vEkE1/1kE4/V+QDtn3xad8GC9FecHNMLZP0QfBu5/DxpsDT7jrhZkMxJ+n4pjh/yJjk5M4TtsXeyxsgeFdouFxuGe+t7U0fjmnAZkeQmDFrWrkIxTZwscXQxd+sKAf/RM2lmxpS1ae+fIrfFaKiI333Q84H78kNI8uaF2QMw3qBZIQHMXjauQNCSETIjYajVSL0ooy0X7/sKq7VjSC1MeORZvNTwKMEvb/tnC8HOclznqoLIjpBkm6DLvS3sDS9zacvbUA6BxLxZo59yZWNny0NFVGSfXjW0wHRPrVNiWCX5284DEDrC8Zpr3QTya6CALxaW2SWy2A6CXJUWQ8x3vtW9qe6LLuOU10F+iAACCXh3vuzDe0nqSS9sef4XNsjUtnibUx/dv0zbc/We5OTNwWjXdOrPYUFTLfh8HeFF1UdBOl8Pr9UmXgdqwFSrMWnfRssRHvBs4XzAe8Kj4+eCmx2fpYtxOYG5wOKAVLqNlijFZCqnBxQwr1xHts3AbkhvF5leMivT7jT5E6SRI8xziIiGEN4MIDEkK3CASLXlSlWZZxNYKKKdHl/TVhirPLTRHgVq/jrnOECY1sbpRIRcstwTpTIZXxW2rTvWeUaAymErdrveQhSb2gfdOAegsBjn2ztnIOTQ7IZGqpp0lIxHQuS1hWijLxyYBhaubSGStWB7RF65aNU/Ghip7YbpcWlndpyVSdcQ6wQn3PLpiQNaTl7TpFsQAevWVRzEMWiMBN8QQBHibkISO3ZNyFqpkervDHPpXTuiAhywwfqDwGwCwIbAmzPVmDMVMaBj+nPTqB4PXPH9XxPcvJ6MFq6Zq4xSc8Y3paxD0KcSKuqJZwPWFmVj9v8mPC9ZJl4HUxU3qf6YvFpXx8L0V5wc4w9sAxB8Hbn8NFTgXc7fx/9aGcyKXsqAG0IqnLywgXsKkmzAsHWC3bvdljtCO+vM6yumBJaPScsM3YjTC5UUQ1QA7j0o92CeDdBPfVK6iwxsgy9k4T1uDJCEfC4MhpYFUTbeZk4eUGEkGsferhw1jUoIx+TLpRJ1NFnflLSfoJY7yXGkUgQHVXtiI7vfbe8U6XKZSKNVOig1lpuJd51qXgV9YF5Y/U9pGuxVin2SiLOVTsZbk6T1+TrU59lrFbH9yL1PCclNgFQuwFA8CSN8v6pkCbLupBWs05k+iLOLYBAZQuwBJVch6OKuoMgOOklIzdMYK/nXZ8ptSH+7KQA8uGwX3PXuiQ5uRvQJeHaqAajCfTYdk0kjIUpA021Zdn++5N1xtGhzNkQYZ0ZZGZcr/g9Y9WiPOuCO/FcXXza42Mh2gtujjGl45sYcvZmu5uVB/sesCt879ChIVBptUEmkXD7fcK2QLBxgt2bHR5XBu+trpNSXh2DW0PYTTyyYtIk37kQb8uEQIwso15V7KPPG8YjCF4YORPebsORXJdjZdv7YyJ1CioZHvSRs1HdciICtUjvg2gAVBH8SWJdR1PKMjUw7TmljQvUC+qKaDOoEG8TX+8qDTdxu6i0RhAdYDftr1TNvkSO3bRWfUg2gfBqZRrfV+ftQQTMqu5QokDRBrCv/E5xNLkhx6EJ6R0S0Mtyol7nZmLdBBcnmmxsoZUQABROAD6deWBiNkKfS73Rn92S85AeIQFK3PpaIoxhDWpLE2jzuRwBoCTX6RnpvMBeoa/2lM9k7wWo+bF1ckjzK9aGsLKmd7L2S0LfELQq+jxXF5/2uFiI9oKbY4xnWeED3mwcPtqoTHxmz8eTuPUjJMjwALSh4Fjhzq2UhDuRswDBm63DZhvw3oPFw8qM2kqkjmp10RoGF/6qZLeJeCc/bwgqpRSMT8AJQMaMzBI2fDrNmRHTZllbeTHFQTiUKL7belhDCHB4tz2+7gwRVhlhO1A73jccaQzUzzIhgo2qVi+C4AVb5/XYIBLBkGTN/dZSQ8gOyUK953Nb0NZckIh3sfN6/ZBWuK2hUsWQQC2Baz5oBbhrQmFfzT5/XYl0HRJZ70OyAeAxN60ktk78Y9bcwTFLoYIxia4k3vELymC3c8/uFGbX890A0qTFPl09rTdBf5EyIM4hawKtsnrxMJXAtL5ScmaC9Lg3tPuzm99fXV4IAWZgS4Gywh005HJOaloXSWiqarsgyCYkwqZHaOUlSJNqB8qIIHhkwtoavLdeaEoTLBPsWUT7dCBa4QWrZbePhmVXLrg5Lqlc3KVMvAG3lulsdtfLzCUi5JlBZgWFD5rYHZfuEPClpwJPO4f31hlW2TT+7frWZoaxvVYJtQFMBBjUgot43/YrEjsfU8f3Q/X9/7uOH4GQGUIWB70MILeEbQEYITBxTDzfS7/7DOrXOSNsBY8rCx+ae69nxiDngN2Aa/NW4VJp2duoutjsNNDvHHJdBzEflBNStt1cZapN0ECw9INWPgofq6yGtbrZ0hLKx/3HHZxnjGp2AhOV1cw+JHtlDPIWKWaXd76LNJfEO/2wf6WRhMcvrPy1/33qld10P6Ty7/1rKt+mOCGSvOnTPGdSSzeRw77Zp6TkTHQ00dWEpn1MaLe7VAOyfADOdSVVCXcIAXMQydWr2n7iqvYUaeN1OC/IYkCXJcI6Y7xa2bk46maJdYN/vS+q50/j63OaWXoGWIj2gpvj3Ev6ucnEmzyb14AL4wSgDYWGZhnkVvvl7pySGoFg4wW7tzs8rAzeH1lO3lQtszcm2m0o234Z7bvd1fHkKG08ynRzVgJRVrTigExEVQQPuT3LwwnoQHmdMd4VglcrC+ddowdMg2v6kW0RuXq4VPJcF0HgvIcXgCEQMAonnWSqLwzhKBSOKmXuOcnG6xCJkz1NryFW/12AA0Ac8JAxgmFt9yaaICxyOtU8xGT2MeZLCbFvfI9z2zBj3eDLTmg+NJS6sp23fq0k/HAZ6W/1pu7l96egJDG+Ua7ja22Sk5dSchMaibElwvbUFzeceG2TgPV2X4Lu9PE+SITbJP/wjSf0q1XtgNPE6RKM0ZnjFLwAj8zI7X6SzgcB0enq60uEYbpI2u1OZBec8nEvGIaFaC+4O9y7TLwNBgR3g63ZFbffg5llZDb2pPZBe+hCe3Bvo5z8cWVGST5tGjQb1urPFB71a6EMjQGprMxy5yCJiJD3DEDrgjWMVRx4PuYGbzb1Nk8pkZ2Rk2B3YkLjmoQzxHZbxTbEtluxeh0rmJnR5PSx5mDq51iSj0+dNn4Jukh2HQEARxsKO8GWfLQdqEqiaxslVrPHGuLZSPJPnU8Mwqu8W1peXyeK/wtXqfzsSTbQj2Tr+ypVXQjMlQhLkpMLfFlFF8Q0Y2nybeskYpeCvGmiq20CpWnSUPrOTpxAafnhGIYochNZeZo8KPtq+36hb0MxtWzcxNDQ3GqSeBUuaNieF+CKXczuAg8XBseGExNF9zwOmiMWor3g5hhyD33aOXz4rsCbrbv5rPLYoEq7k2vBB7lJNbsNzIQVG6wyfdA6p1XGD58KbH3AB2t7li+pDzJD8HeqjCAQbGz1Ybi/FSGzp1sd9cEqM/AeWOcCEYO3W39AtpkB73UQnIM12bTlu04NAsZAEIH3mhMAqGQ+9XGuwodQnm9j2FLq13jybs/1tBNpbkPWBa26ClyctGDodmeGYnhP8yAxxACxMY5/8mQHdMuECMDjypwM7TryZxNdaXJEicg512idb57buu5cuKD+aGtZJ1mgvu0codYaTJOzh8hVGR0V7Qairf3Ex0Nq5WiwV8Ok8/1a0LRu/ffQ0Le+sBMwXCa9F9hKerhAz8/qsXPRJ6yBbwvTTkgho5fgFJFO9/2X3qN8LCxEe8HN0YcUhCD4eFvg443D280t6r7TQ/uKXneZ2xHbeY0NywybA2vE/t5FwO/7HV6vLB5yc/ZMe9szxpobNcS9ABaaHG75vMoDs352jEmr9Ur92g8rHTi927qyElhdNfVwMnbumGzLxBUiHwl24WTvBSZCaLnuUqp4Vc54CZiOOzzrcZvfHe1ckg2kML/4bwAIov7uKCG39tjHLWEcv3o1+KzrlkoA1vb0xF2dUDNVExKmPG5KRs4Z6zZ95BZFqgBg5wKyipR8FwSZKAEH9DwxzPC+PZCyvu5tJNugeTxxiU/7FKqkW0Mt5SotwlQyvpfjey8wIxLjZL0YAwx9vqbgxCa4IMgPvPV60J0PwBltrJ4r1iPk1vR5jtWPx4LzsRDtBTfHqWt55wI+eirw0bbAbsbE8FJY7uFVGxEhtjC5B+hDeh9UxS5gffbIqfkhw6RVYTdj2RRDJbjWpEH45Q/ClWW43eUzPEwq/3u3Ax5WOuh8itYOrpHJNCtfuMNk9anORi+adO/9nmD7SCRPVQxTJdCwCr0vnZRIIV0JdCKF+xaQhup+r8+hXWYfAIgXbODBQZDF1Fxr1OvsJVxczbZ8rNBgat6/K2uwyk8rOo5IHjOcDxf5s0/jUC4+/NMNVd0bTuYUQSDiYYyShEIEUgQYS+VaGUONUnyRY9LaRtbafj+GT7sPNNSSyhZhEq0pU1W61aut/w490qSHwJrLCB0TxXBEnFSMAMf3mxT6tvi09yDCBeOePfpYoe41WHiOWIj2gpujK3f03dbhw6cCb5+hVLyOKdtZNaGpojh3pHCwnRdYE/B6lcEwRV93v76nXW+xhuHclWUFHagS64NwoxFhDSPjcSwEhgkPGeOpELxaWwg0tLBprRPZ3lWP28jXuA8BhZeyV2/ZPu2A6J74DhFwbI/ErK2/3AVld+a6TFaOqty3xDkkO5EhltMKJR1AB4SgeRuZ0dT7S7Y/JVA3LbqJaK+MwSo3vYhsdVfo5Rer2ZM9jy4j2UCzHflaZLMNToDgVDZuWPNInNuTqLaqdn0v18PODl7ruD+O5dPui9Rb3cZlqzpmXOKdJqgMcdl6cCx3wNCWYVVizWcorLT13+LT7sI6O1/JV0Wy6XR9l2s4HgvOw0K0F9wcTdd6KRV/cni7fZ5S8TquOf4JcjqUas4QEbzdeuyc4IMHi1e5BeVWpcFloFoz8e4qHmaGsHHTrfcpXINYV5G+Pc8IxUhyCmsYDwDeFR6vV7Zsk9XUyopIfbuF1161Y1V2vQici+cAEsE+HuAS+l13VX+regxjuNMZqLf1EgBEnPq23RQiMjj4TUTgcZho3+tziH3KnSBE7X4iYUNASC2lWl6nQ7K9Mpow3ncxVXk4M+/T/Sd4KBElG8ilX9T8axmTiZ2BAG0DBlEpufcBPkjMitDjWFc11P3xbRMF9kRw19g+7SEgorjbxyfeKhnXf6tv+/Ljm/WoZl9KrOsIWHzaXVCry3hn8Kn+60tFezwsRHvBzVG/P78UqXgdTOrHu8b97R6r2U0ofMAX3xZwXvDeWqvbpgxd2qdH+9hiKASB86EMM6qDiLC6QqsvBumf1Lc6Dq6vrWpIi7PMsDyelcAaxoMAT87jdZ4hhAI71ywNTm3eCuexufCklErImZdDiXgT+u7talU7rfNFZLt2od8gnuEI55Dsaqu8PuPgpr0VRKXFEK2iWKPnT5/Kq94zTxPTRLQzw1itbH+SXfFncwyuK8I0/uzRSDbayehcHAoplRyS2n8FZJb1Xlj3N1fWmdBetW5o032AKX3aQ9FEvCX+rfskEfHTSpc0QZnO8TFk1omApckzTutLKCe1ppByt/q0Q4BOT75c5BmPGk52alL7uStIr4mFaC+4OarS8aedw5diqvhLnFEzLX7CMSEiz6LveIIXwYcbh8ILPnjMSpINxAEnacur1D2EmWCNj0RMSZhP1U4BOCM4XyD+2HtATfFM3g9RYq9c2vfzJe6WPt4SK0twu/G+L7Na/dsg4L21hXMBbzq84GwYmdGJkHPOTu+1T7ePn9djeioZuv9xqLbTAfZkO/WIHoJUuUtyXuC49VcX2t527mmlcvFhn6mS7ItO50Qy0r+9plUb0x3yVw09OwUirdI9rMyggm51N1MMnZKeBGgIkopllO9C+/GY0/SqC1qNZQYCEZwLZUhedWLsQFHQUrVmoLFHdxW3ls53IVmi0oGrzgeUfeUrZHx/vcT3BNVWJ9tH17mUnk/V3aCPSX0+Zcx4zHmUKvVQ1Ce/0zG7RieKOYMAPGTj0rVTj5qXvs/HxEK0F9wc6V7+duu0kr0pZjPzfm3UK11TQKvZz2sHiwje7hyCCD7xmHe3v4ibbiIJbxqtW0MH0vqmwU3iaHMlzn1QXW9rGIbCqD0088yU1/L7Dzk2btM6Uy5BykRy70LvCm+TTNz3JL9DDlsIx7JMrUKeR7aZSScVZD/oSb7f+ndJ7e8+oNrf+3VOv6TYimu4TLBKsoHLroH6sUqS2iCCEAPTqvu9y4/dBkOE12szONG+rGbjUHE9KslmxoXdemro8CljXmRTRGIPaIYnAnn1cB9VtZGOe9ukS7/tubZPewxUq99tYNqHZLEQ1vlh5kF5L+ix7Y+5aaycpmp7WXlH5b6V/kZ5azm05SQiX1EENaHpPpQUaS8Z69yMbyM7sUsFS4uvsbAQ7QU3BxPho02Bj58KvHmmrbv64hoDoHPlrveAp8JD3u7wZY9Zazpnn0mGVQzpSigrDsCwxu8zR31T1hnjbc8E8sbKSuWHNJiyGcNtBXlGeP8hw8ebovEcTJVdJgJnBuxDKdNtW/4QmXgjBlY3m3rVamWb4KMyon19K4PUSK5dbRtFxktebyXnlYMmclhFosqAvjFQK4aeVce9Q29ZVa7Ttr26rzWl3Ffk5Ja5l1S8CsOM1yuGNQbwfhDZLufUTKpmy8HflyHlMIzwVdVvPfF9t/Zp1xGg14ExDAcCvBwmkKfJjg4Pdl8ycEuf9pQIsr83BZJKp4f+kDgB44OG1HlJ9/hppuWTAoxJrwEiQAwfSd99nOCcok/4PYCJ8DCB56HPUX2+I8XrYiHaC24KEcGHTzt89FQ82/7YQzB14Ifz41Ys54iN8/j9t4Ive8zwmB/f4vpsPjMhYx4lifuekKramgQupW9XQiLVuvOG7hURDURzPg7mxMM5rX8wAFAM5yMqq6PGMEDNUnIfCaobJBM/xtAqbBdJSd7FlEgukvrqonWwSrW88WsoWhLK9Tv4Zfk/kFSrUrqedZINXFbNTudVG0JaUa/LZxpWjc2MymCtidU+1gCu/isoYNof8nJdLz5ElyeLt+HU/pnX7X9/PxEftOsDgEwIBgRfuW7aKnqnQtCOl/Y84UOAiee59wJuiekW2VulJKR7gO7nh9xg667zzEvLDCJIjT7IhRgWuc8wIREw2dH7hN8LHlfjJI3X0ec+oBNTL2+fj42FaC+4GUIQfOmpUJK99c/6IdgXU6dMP+dqdhW7GJIWguDVyp71oBoziXuO0IAvtRL4ENteQdthvd2NG71ORHhYGR1UhYDHzOBdCChCgIMODPXcjFVt/RSYtK1LEaXKBJ0s2nkpJwLOkW3rt/cL8KoiBRQ1V3vja6LhPX0uNSXWlZ8JjensY6ORZNffgz3vFgnlPk7Ee4yx35DJkRBEA/VYkNnTqeG5ZTxm5qCHLxPBoH/wnODQ+1uXyp6DMf3YR9+N0wqDOfm0qxDEynbc35YJFC8E00GmzYB9Kc+4Y5GvbJv3QLL0pntk8NHy0XL8DdPNLQVJrgyO52kApACEPER2eMwtjCFkhmHofi1bfZEZwmrEpPEq+mQBzWtS7n6xEO0FN4EPgi+92+HDpwLvdl77ar4QEtgFTffsH4o0BCLyYog2ABQh4EvvHEQEr9dZ+VDu+2weO4n71vCSUtf1bw/B2pqjAqrh6ZLXH1cGm1gxeVwBmwJaQamd7/qOqg+Y4L3HpgilPFsIB6nQQ0FnztRXQ9F8aKhYk7apwgkpuUKOrvepq9pJLt53CWkfl1L0yL5J4kCX2icfTq3HqTNMk771i5NyARBIgdgCr9mrvbIGDzk3BmQRM9DzmuY42VNd57Quw6Hhbicyuy7E6YOQqoi3JlVpXeo/VxOmGWmyo62aPYxsqSLj8lTuOUIEcBJgQNiKB7axYtzzbM3GDQo4G2rL2B+fRAhdEBQhoAjApvCaj0Ga4WANPTviTUCjIm8s9DkrnluWz62wEO0FV4fzAV98V+BLTztsY/uuJW9hD2sY3o3f7Mf5qdxW84WTgC896QDrvXWmPr8BBGvsJO5roolY19F23eVWe1uPTbWJCA/WYEvAzgEPua6AO0Hqk1RcvbtSSsUBJUMUNc5D7iPnjslCJNenBrBJSt4VzCaIg8OaT/pQUD4uks+673urJPvgNQAEgZco65Z+1e7ytRPrYVq82D6oiD2AYCW1AovfDSXZ6xXDtJiVDcd05hM7mOQ4CGh//xx2dMZs3dW5nJ5cae6hYEq2CRKtJG2TAnyGwf2Qxj0P+BAQYop7ko9T1r9dpGWejf85yKHoIN3n63NjIoJClHyjQEm8M8vIzO2r85dinRvYsQMcKuhFtF/WcHEyLER7wVWhfY93+NLT7qDF1NSS6XuCNYTtuMpdAC9HNl6Hl4CPnrQ6+v5DNmh8OUUS91RI3ruig1jX0dqTlgirzOCpGH/Ch5mQQSuRuyLgMTcoXIAP/oh4iWii+C6EWOSVfQ/X+HPYR+HCY0+86URoFg2456ifUUq5dWb6pV4zacucsn3c0fbt279VzzHm4e22+mAskg3gqJeu+qn1f4l0d1WYQkDjl7cR7IPPQoPSVNKuUnJDmry8ys1J0mCYEU60kSMmUO0NyR4w5G7ATJNnb5TL6ntzm//tDC5I2d6tqQptcF546NwnGfoitb3y1YR2Adas+yoE6SWrJwD5jLzP9ftkUmCE+sVYQ0m8d6Gc2FpZA8v3V+meKgCtij6Bjncw7LkLLER7wdWglWyVi9f7ON/77OOYmGJQJvJ8JNDnwIvgzcaBCAd9tvtgSBL3LeCDoHABLgyrQKfE1zZkhvV7R37aWqM9dC0zKAO2RUBuDQQqCUzbkNp2FZEQhSBlazAmJUIBqdKxX8cq8W4j3X382SKxet1ATvsOYoFYaWlIJT9M+65XtQk0sv6kTxW3um6nCGXX1qdDQiIxUI3KSn1CfSKI6bAF0Ml1xF5KDges1xlWWb/KHEWLTtu5rTJURpDDFn/ltvWCHvdrzSH38WcnzGX8fGo9Qghg5sbrjc/0ud8zeZCkUmpof5aQ9lXw6OVHt5ZnRUSbvMNBUGZy9FnXZJMrfIiZCIyV5atNeF2KqQLQquhzHbw0BeRUWIj2gqsgBMEX32nwWVOq5VLR3mMKn7bKxl82vAg+fvJYZyHKenvK6sz8vNr73tH9KtdN6DO5tcoM3MjBaIb3WduGGasMeFd45JZBUM/21nlsfYiy6+a2XUSAgVaMU+/lOo5IN+OkfUBT1rsnLc5JY9WwoX11u7q2jVVt6k+MT0FJdr8v60Wye/ohIw0GRD3dTNrnFzgkrH2q2F0LsUzR3yugnsnkxjCCO1ZRACjJXSNO+ufVh33RNp2BQQPzmbDNU2vBTJqmzQQfW4AByh+b/Pf9ljmPbe+LRK59kF4hfgHawizgNDFlImQzG3tJwwWpAWmEczrTBRHsnMfOeTARcsvI7Xyk8nVMGYA2FDO5Tdw9FqK9YHKICL74boePNwU2RfPwdSHahxjbp11XELxUeAl4sxNYokFp5A8Z4832tnm92gYlEuwR1qTPtk8RjEakIVZp4oKIsLKMrQvILMMJEHauJNmnUsVTYFYQ2lc4G5BSbAME1jCCHFYbNdisn7Ra5YzDsyVSdVsHf/WJg1pVe0SmPaTvcx9p9Dl367TPfIpuD3sf+7mwMYGYmUufvw+CleGDtPE2KKE+POKW1N9Zn8Dqswev5cVuQt9e0sB8KtpdSEnjAiWZjNjCivnsajZwP+ShtAINDEb0AchMvN7QXdTObf8J52uhaYIgTY5ceuyCCDaFx6bwsMxYZwbZjHrKEwGvVtmtV6NEn2TyBaexEO0Fk0JE8KV3Bd5sHN51yG85Dm6WC1sxpk87iMA1TRO/UDgn2IQAIsarVb+ZY2adCb9Wj9EqfBBsizD6Mew7Lp8iGC0zhLQrUwLyyhLePAV472Esw4pgU4Teg6u9nJxiNbL5g4nwOR+QatvnxAR29dQ+va5KyET2gxkiJZ5VebkZgWsP8WWHE32tgbifLxyc65MgTaAMJ6YEtTYoydbPCxD7qjMgASvgJNmuB6Mx9oS1ft51n4cEw4QJs4s6MUQ2Dswnfbst9I8Qj038ubyag4D4/Gp2/IpZI4jAeznbspM8zXzCp225OZV/jtin/QvGirJzIeDNNsAyY5XxYEvZFHi1srMqOs38UrkbLER7waT46Mnho02Bj3uwRmZCeKGBXXWM6SVyNyCHcwaRtv56uy1ABDzm/cj2yrJKta80GeS8YFcEuIm6KvfNRSAirDODdyMGoxlD4IIQYguvIIJdoWFj1fCj3DCKAftc5eR6LxE0V7gp/glBECSUQzeOFbS+3OMc+XgdhgkciZ7EwbFgT4yJCXSB7WOIL/tUX20Apd/6XJg4mRC8QIiilzuFp/Xb94bUV5qZ417aAk2oBxhwAbnoezu/rxKMxua0X/XwVLyNTLyOIcF+CeNRlvPRRrTLanZlZ4f4/ktH/+okuf0kQx1KsAPGEJ+lScA2n/bcAtD6YopHrwsBbhuwiQGgublNlX+V8VUl4zM7/Z81FqK9YDJ8tCnw0Uar2X1giDBB2PZdYkyfdota/8Vj6wNo42BIvcinoIRz+mA050Mk2NMS+iFSU2sYqyCjSsgNa8XFO61cb1MQGlEZVkaWQSTY+dCjJ/UeKXiLaoQ7KpYhNbmwQD3MFMluH9IXrd9nD1jS1mhbmhj4E+SozzPXqty9v3+ALztIv37k525rKqqlc+4oXA7oRbiTVNwwtyoyysq2UNnz23QQ6BSMpuvZfwNvKROv4zmlbzPalQgMvbCrfu1zMIdJhgQfArzv57/ui1M+7bkFoNVRPzWvMbftRfBu55RwW4PVFWX1lgmvJuyZ3YQ+2zbfM+S+sBDtBZPgzdbhoycl2n3vkXeiYroarGX4EaqI5wzSnzOqD5iN96BtDIU5UfkCpgtGS17kXRHODjcbiqFFsFVm4MJ4Ff3MEjZbwbvClSTb+QAXtH9xRgzvBTDAig2cDyjcMJ98ItxsCM4JvKhcvI1gJMINkbKq1jUeCfF9YyC1AmMBSPaJ2ER6rIZexn192UNI9pCBJ1GSNB9+RupJcNV1ARoJNwOxPy73niDS+14AHCNHgO0g27nl0lJQrmfbdkEJ9lyeV3yG9B7AbHWhVQJd3SyCKmEEsVUlhbuRPjfBBw2znGIevMunPccAtDrqp2b6+RrWwiCCp8Jh69QutrI8aVccAgblxYy53FNYugGNg/u9Sy2YLZ52Xkn2kxs0E5nNwCMzJ6xG2B8+nOM+fd6oPzueCo+Ptg5Fz2rtQ8ajzfSKCHYu4O3W4anwVyTZdNZD9CG7VCy9h4hguwt42inJLiLJTiAiWMsxnErvDyt7ukdyHUG0AiakMuGshzwYiMnuIajMueWwjD3uIyLtu2w4prNT+fsh6OvLlp4kG+hf3dAE9b38t/4dfRYXoPtfRGAIyDNGZs0gFQYQW9/5gK3Tv5sG6oQ4gXbifqsEm5HZ+ZBsAKAz12UOcSj1o2k67ksH5xNBJ90u8DHfCiKCXeGxm4hkA3ufdlpeAkElynOuZgNoODmvf8RScNrHGzdpNsurtT1575kCfc6AuZ8m94Klor1gVBQ+4KOnHT56KgbPPlo+9mW9ZBi+XD7uR5T6Phek9k7VCYjNzoMJeH+dnQwjGSsYzflw0Df6mjg3cIWZ8DCCX9t5nVzYeRcJrbQqL4xhUBD4EECWQBy98icC2iRKsas1cIYSWQYQRO81IcqL2+AhQGiucOu96rx92Zmknir6lDzs+oE+fuu+vuwhJLtPABonuX7X++hAFd/9fVByZZhhO6Tip+BFIF4dvgFAbg4rVDZKRAka0leUO0//NnHyI5CqOeZ0S02hYedhXs/Zpm1J51KjnJz0PpKd5Wu9vnj83BTxs5cXfdrVa9xOXJ0dC0c0Ww7/viZClJTvHOMxN6OGleVX9mVX0ec86GqDuaA/FqK9YDSICD580uAzd8bDRNv+ENwSiFYizxhPF3iCF392Mxg48MQFCJ62ARl7vFqZk6TikmA0Hyu5t0yCvyRs71K/duEC3u0ctkXQYDovJyflNFk6SsljL+zAhJ0PjUnZoUXiXq3+sbJC9TIKVSTUzetSerh5X3W71KfdhRSMhljRD8QQF05KyPtOVAp6tqxCO3nuRa5r39Ynv96StkEzrCRXyTLKhPGhCCIoHAAEQCLZZpXQmspJYZgh4lF4iSR/X0Xdq03m83y6ZCA8j63YaxyaFBDpHc3tvAhOAPYexgwkK1fm2VPKxNuQfNoSteOG55Gs3QdHif8tv78mXAj4aBOwsgbr7PIJC8OE11f2ZVfRZ/XvYE7mLnAfV92Cu8BHTw5vt661V3YfzKmn4RxwqZx+8Wc3o+kh6aEE8KnH+ZuC0YZARLAtPN5t3c3brV06K59bPsubXCXZqZc09U4UVyl5xqzSZKNp6KvKuqS2XW0TIG3EhEknHyxrBVUH/MfvFeg15Sty8il9g1TRKGuOgIHh9gFQCns7hUGScTr+2cQ/3EKOOhbcuVxDwMqoYsTW/NgBUcp/5j0tQFA4Ua9/nCRqCtRaWYOHuPy5S2wv6Sc9J3QFoBk6nAypgoBZKQzqCFeQibch7ZcgquRZ3WHKeAk5+Oum2LrL5eQE4PUNfNmH69Cjon3Hp8ycsFS0F4yCp53H253DmwubP2eG8TRq/uZ9w8TgknPkZi6ExZ/dAsNAk/p56wNM4ZHFdOMuWMNYW8GmxwP3ljLxOs71Z1dBpBLyt7v+2ejeBzwVHttCz8qdD/CiZMEPULEwE5gNvNfguJRMvnVBvdhtn+sRGlWGp5FKLgXNle4A0R61pDL0obrmvlXnVHVPEwccfeYU/cupop7+9CH9e7l8v+UnuXy6Gi4ZHLYfG53oYEOdieKAKguCF/AZcvIAgfMAQZBlUvYbTtXrtL0FE+Dn3QODMTzQcI5IHvm2106liwcAPngYvo0EtwnXlok3rgMQ2yUCeT7/SaMqWh3aMxnOXConv5Uv+wB9KtqLdHwULBXtBRfDRV/2x5viYmmP5YEVkheA8zxoWHqSd6DrHNvESaM+svBVZmA70oi8CN5tPd7NhGQD4/VoZ9aKch94L3i389judPJn50JZcTHMZz2IjIkp1NCBj42VUMPNYXVDew2ntO9qpVsrrPtqtxfRPt8TDqg5EsDyZ9oHpHEkiIYB7jkK7Zswzmm7K8Fml9ybCc3J6Zb0uGW2vxdblQXnVbe9CEACcbo+q/K82W9fmuA8WOaMqmrAeb2zq5jDdhDhYL/XYWOewik4L4N0xVNKkH0I2LlwU5KdIKIt8e5tRHUsHY/BbjdYly6onLzAU+F7T56+Xtmb+bKrWKTj18NCtBdcBBHBl54KvNm6SojM+Ug+7QV7ZOY8X+Liz25HV1JvgOBpE7DZ9nt4Pqya/VpzkYnXMeb1lRnG+lTFKWgLr80uIESSXWY4xP1rzpTAJn+2MVy2/1lZ9SIa2g8wtUp91iL085F0GyJk5pB4a1sygXP95dhDwbSfPEjkpLaGkES6qb1YEaRZ46Ktu3QbOX6/LavZ45wvtLfj6rFqkIkPXZQXDcUbIoPPY6I7WFPjCi/H17noOXXrolMbCJdfx3MgLaknehMsqHevbIGqYvjGG+V8uIlMvA1Euo/ncKyfMzaFx5utPzk5/5gbrHpOTk+NPtavewjOuwcs0vEFF+Gjjevta+2LzBDcoh4vwaRtZfq2n0pY/NntOPWQcQh4t/Oasp13PxiZCA8Z420MrfMi2G49+ouqr4uxJ7LyzCAIsGuIkw4ieNo5bLYhynZDY1CiYYb3/av+EglWuk0wAWxZ/dNBYC3DiF4DurxxjwWVZJZgzN6rLEFAkTCOuUStMDN83MccVyAN7KTWFs0QDqXl2PuyKx2SDj5TRVP/64u3AboehgiWtSJ7SibeBwGAhNAqJSdK1X/AEsNGr6oPgh0FwO0JCdV2jmVGCGpHIIrBd7g9SR3a5qwNInIzBRlD70VNqgQGYGy6wvqhEIGNFodT95GxLVUigsKFWZneCEAeJzBDkLMnM2+Bo1yI2t9zhAsBH28Ej7lpDJ1bZYyHG4af1dFnHDDn/X1PmM9RX3B32BQeb7cOH2/G9bItPu1j5HYY0Q5L/+xOEBEYhHZHL7DxHlzECmYPv/bKSgwDnI9MvI4x/NlNWOcGsjv0JIoINtuAp52UQVa7DtVL26C7Dh8EITRnV5uYCB6CwEPK5GpDOhAPfqKrQgANPtZ9y0QwsbWOEt1Y7Y7/Puf8qPu1iQgU/dZN35cqxAQ9Fi4ABlQS7zYYmoZka9U6KhBij/CxFpOk5Ij7naJ3nirbwqCSZJef8QE7AOR0Hes2nRTAV0zYR3coxqhm3xq6r2OltWnizeyVFJRmOHpgW3i8WlvgilVlH4KqIq60vL7ILM0irXsMlNqkmZ/2IjoGcNbgodKvPLeM16vsxmu3R58QS8J4E3ovHQvRXnAWfBB89FSM4suuY+mnfYws+jT7FqmnTEJ+LjhFtAH1axsG3ltnnVXwVD3cuT7Ni26HsfzZTVhnBrLzcDGo62kb8LTz8BK0euga9nXlV8wEDt0DZO8D3Ilzm0gH6ixUSsutJRgBAguKEBBGH4gLqqNAL+oBNoagytiD+jGMpK7OcRcckN/9D/Ut1e3ah5kZ0hTc6jxQ0wAqSEUGGP+qV7yBfv2yh4CBMuAsjz2qx57n0fmH/aQCSYOvHc32hAAAPmBbfpmGIFbfaWLM+oWt40fDc5BzWrPvXV5XCGRR6ZBA9Td0IEDv2Q+5uQr5dX4eXuw6cqNJ7WnV+vaunwuOzvD74Nklts7DB8HjymBtGa9X86JafRwZC8keD/M6+gvuBh9vCjzt/Ci+7DqI1AM5xXffK4gIuTXY9BztndsC5yWBe2gMA7TndcYBr1bNEnIvgqfoz1oPTOK+NqashBGpzP7d1uPNNmDjPJxoYFVbKxSpfb6tql2XivdbHyVXWsTUSRUymlgeWCXl3o8zMdJ0vAME4rXvdn2/x+J0+e/DEWT3MWIhuJiuHkh9rF02kbZWXono7Bcn+wp4+dnOVWlfR+i+T9JwZoY1BBcuY6uJVAN7+X59YiAACD7EkDgqk6vb+Gki27v4pU0VY8OMjAO2Pk2o3OYKH7vKdDg9dB1YqhFp7PemafJlD1xBFzRNPjOqAmvMJLhwq0VktpOq1YkKVdTMr9o+FKV0/I64nwsB77bA++vbtvFqQp9xwJST8i8NC9FeMBibwuNp5/FmN137k6FS6ZeAlWVsne81+F3mKE7DMPVqOrwLAVvnsbLHEvIite2K+5tZ2169m0v5qwICTf7wJCIQA0XwKLz2yu7qN1ofAjITKBz+NoiUxHIoGEryiAgGe9k5GZUYe6b4/dIaFNYHbZ+TuEyVlo+z76t+bR/bUwm1q1j6zrm1pT8nZVG18l5+ZeW7lQQChjTYzBCBUsusntuWvicR3upkxNDBqg8CgnYGOPXRAE3G9xSwJWDdkBNrDMOEAIfbebSZxpPbA9ffjiZlAUWqzcCBtL98fUhJO75zWwQ8rhiZoU67yjmYq1QcACwft0qrXL13gyOPNjX/fs4wRHi1Mni79XBB8CqfD+HuMw64d3vKnLAQ7QWDICL4eOO0ajfhvTu3jHe7RT5eBRMhNwbbHklx9yYVuwWGPEg2u4DcBLyq2Bo2RcCuYTLIGsZa+vXXviasGS9Bug3OayhQkvLuimEEuVSzRHbog8rOz70L1L1oWuU0+p0hAIZgQLBGVSCaYn0e6VZ5dvNrVSn5GIfA8OE1zvGcrK9zaKlmN31f27lRVpDL/1Vei38sc4VUaz9sRqVSSVR6s6ufbVrOmCDSNOomAleHh8TJXcKOQgyOO1xfawx2zt/M9HrPcs7kyz4K3mPAh0Nfdv1zQ+GCTs7l1iDHMTE+dy96H7CbqVrMMpCZY9VVSAl+d4RxzoLbwRDh1dqWNo9tEeB9gfcesllYP/rcR2xLN4AFw7EQ7QWD8HbnsXUem4l7Rymp5F6k8iVhlTF2/nRV+7z638sC8+lAtAQPlUJnhpBZxtPWd3qFc2sgAmxnpMqo9wUeG14Em8LhaRfKEKpTW5+qWVWkqra7lGSjfUCh7Z0MWAQSpJSVGxAkkm4XBCH0J91yQocboGFsxlD0+58vQU6+ahPD0eqp5Poe6VXN7iLZrZ+JMn+O4XME9aK3VVwNE3yQqw4ybZSLBwhcz0kOLwKSAOM59mavJpHr8coNYet6iWFGhRm5mg1cl740key0EnVf9sHLMdhuyP5OeRnJvoA4iVJeDmds+Fz92IBmNbQRo1Phh7NE7TwppeN3QLgzJjyu7NG9zsVco/fW2c2rxX1I9K3X8TlhIdoLesMHwbutw9vtdJLxKnK7EO06TAzr2XXJcUWWMLSeMES999W2CGDyMD0r1avY9qqYgbyAcTo5/VJstwGbQtt4+UhSV1bP1bZd3PQoT97hpjZgQ9AnWZVj0JWBVn6CFwSSUloeRFtnaYBaTA9v+7JTTDvCe0GDMnkQko+dmSBeyWQ9lTylnHehL8nWaQHa+55juywm6tX/momu2u7OmsNWXwECeOn0agOHSeRCOuFjTaWiH2EMQ860M5yDsb3Z1e+9BjLT3u3A8uk+z+espw+qrmGbztl4Lzrjuwp3OoTxVmCqtaarQbrvWrPE0ZbciXQ8M9QpEdcQ4R3eW2eTP4/b0JRB0YTFoz0eFqK9oDemDEBrQno4L6TxEOvMdBLtmU66zxLWEIqe80ZOAr70zuMhs3hsCUar4yE3kK3cfJBmR/IHt2FbeGy9w84HiEg5QWaIYrZAC9luWC3vo/cY51cNzyEmTASu9FiWICASiCEYYxCsku4gejylRryHHGIflNTzmcelek80hoBEtmPugAvh5H2gUy6OKAEvvdYo23Elct139yavdQihs7rWaROi5loW7V8ukbWQ6QBAfCgr3W1Ifm1AsItV8HoKtsrI+ezsgKHoM5kxV3RVqxmEzFJnjgMwrMVXQoBaWSzrZAkTafaLC72Z+xz7Y1fBAPIOkg3sd9ste6YPxZFHu+X3c0JmGa979MkOomPpW5HtPs/FqSb2XioWor2gF64RgFYHxQdj36Ttl4JU1W4Li1sSx/ujrzzKB00fVzLjkHvuTV4fcoN3O19WGm+BbMIHug+CjfPYFLp9dVLNkWzvfDiZHVC4EKXQmj4czpTemx7V7M7Pa7m2lF9LEDAJQpSXZ8Ah8Q4CSJMQvh1OBMYPD0lrktNz7P0Xyn93r0m9jVcXsVaiTDEVvnvdEpFOaceAHottoRO0XenoJ7/4BFS1EVPrqbrula+BSoBNreJdh4dOtFgwHOmESx2aaq9ke0ow7lfGmXFDingEA8jtvs1X1xEemIdWwgdBEQTMaltgUmJPQhB0E885J4sD7Z73OqTy932eRdVQxHluwcoyHnuQ7IQgwEebAq9XFrntN2k/FvoMBe71fjNXLER7wUlcKwCtCQvRbsZDZtqJ9qIA6A1mJU6+YxTnvQafJXqz3Qly9jBs+sluSdtePW1953KmQvLTToEggqedw2artd3Ch0YyxURYGcYWzWRbROBqlSOm08emCWPOxhMRDKFMOQuxR7gE7KvdkXgD2rooiMDLfsKr7Fd99N3qCcZAst00kZY82hLC3rONY0VA2pSyKo3osW4h1krIW9ZDKu2Dykp1y7o1vzQa0iSBIO7T2j3wYNuYysp2J9mOx5p8iFXt4zczaWXbT1jZ5gknyaascJ4i2VWSyEB31bj1HIxhf2WOwl4ykY6HCwHeM0wlKCw3gHdSLpPSIuI5IgIUzkOoQu7K6+H2JISgY6NemQfPYDiwPwa3XY8mPOYGqzPIsgjw8cbh9Rpnff5cZD382UsQ2rhYiPaCk7hWAFoTMqOtYpYq7SEMEzLmRv/vjPK37gJc8bXWUbhwJGsMUGl0Zgh51u8ByZFsv9u5q1dIppSnbbZBE1WhBLvL0kCRbO8owJcjXIJIOCLZCWwIYWArHcZ06epMVGGOh8Q7SbcNcUm8y7wE2b8/kfAQg/hCJNvW0Mnt9KF93MwEEDN84ZVAm32bPybdL+AorQZVqkTDifWQyTw+txzZ9/tx2icuqKSvx53inCC3BG4j3ETwPqAAA0H2tnqmg/6JTABNJCM31F+iPxRTchZL7SQ7VWKrJDGF5TVB4vXj44MtTVz1vo8GQREAkJSTJaVNxImqF7BvXxfipF9A5ZfY/51UEowK6b4iCU+e7L7Bgvc2cmq6f6drYE6FVgLwuLLIL3y+vtk4+FwGVcQvQZ/xwFitKBcoFqK9oBPhygFoTVhZxtNuqWrX8ZAbFJvj4ca9PVivAR8Ha3s/7X7gHSS2oZLKuIq0R3bhw5E/jAh4KmJ6tOHe1WJmwkNu8W53zVgozTqYAjsXsA0O29KXfXroq2TbYAcP5wE0VLKrYFIpc1+POwFn+57PQZ14676mssImAgTZE2gDIIOef8ZUyIXo+ZHFsmu1d3UpxQbACDDM+wocDglmCALDQBGkrAL5EOIpTchiCyWiSpW3ZXfpul8WrphIyVTzpHyBWiNAsHECK/uJCCIc9P5Ofm1DSrjb5LdUqWyPNZE2pjKj7fungAFgbX+SDeg+TyeJjydegCBUJpb8mX3uA/QasHpz2C+TCHlGB0FnIXqyu5ZTXtdARTmxJ+EmqUO4PQDuXDCd9mQ3rW/177mDGk6d1N1gDq2xAL3eX+V2NEvW0051W68mJtuEfuOBJQhtXCxEe0En3hUeWxeuFoDWhJU1C9FugOFmr/ZL7T3uI3kOQauMPui+OCU9liBH/bB3RWiV5ie4IFoVy0yU4GpP2LLlEeFoYGCY8JhbPF2psm0nGOwBuq+3zmO7032ryeL9z7vcGBACNoWcDBpiJrCXXvvL3HgwRuXyD9ehlI9XJnxEqKySSuVPSkiuI4igaNm0tMQCgowYmUFsRaS+ZSn7FHevfwgxfX2ke8iUx8JE+ful8D5EdhQPTHrWSfwnC5wQyAsQJeRNNfrk2cZIZPseA9C6SDaglVhT26gg2qHAed+t2MAJeXkHJACOARY5ym/ILIODKpfcmank5XIAuFQKjyoIHol4G1bZ7+CqeZVp38H5dDQJE383F392xoSHlT06jy/FZufBBDxk09Ey29Krvo5VxzW8YDgWor2gFSKCdzuHp76xzBPBsIaidclSXyoecgO3aW+f9BwhUX7rY7hWEK1OndvChPiwT2vhTpNsAHAuYGcCrCUIkQ7KPQ5Gg1GkC2aUrZES2b6GjHyqELTtLmBXaeV1TisuESBj4OnE+4gIzIxwIkmtq2/2tdC2F1LgU5U5EVHjBCZjT1b2rwq8A4S59Bqn70gI4XAygku5LcPY5hA1IF4/IfXcHvlGMtHhMCNOIAl0P1EtjVziue0DdN/nDBtvFARqvN8Q6bHzXi4KP7zHADSVi7cP5PN47wuxd72PMu2SB3aQbOC85PEED4GJhL4pxDK1Ahx7jwcgZlIcE2/m/hYXy0Bmzvfx3tPke/20T9f5HGzD68zgoadd7By82/oYHjrNMvrI3LtaxS04DwvRXtCKdzuPwgXs3O1v0qdaWr1UGCKss+dd8a8Sa+cvI9VtsEZTsQsfjqrbbQjQHtnOMzLb/GAKsU7pA5AiDlIAVWYY2wkN9Smdfmw4LyiCx87vq9nDvyPABQEzIzcCd6IKaJggoTsYjc+p9twQbVnLAUBwApvxwbs9fCf5qk92cCR9pf+UqEzIllitlTBtj92SDI+4CMPdIWbnQKDnZLX1F1W85R4Bu0LgSBUCpmIXaFzH2HLtXLI9ZQBawpi7sCv4DADS7XFb+NbrnDt82kCUl1+grAtB4EhQV+emdHEAyDID9iGqQcZHnXgbqiqgmo9IxjROzsad3BrbiPbYFeQhYCI85mbS7h0JbzYOvCZkE1SV+5xHU1nNXjIWor2gEVrN9ng3EwKXGS77li44RBkwVfF13jOuQazrsIbwVHSHeTWhcIKCBUPUXikAy/k0yFMvojWxUjcSi8gneFCLiPbM3u1TxofKjJ0PJUmnKP/NiOFOVAGNIUiLhNxgumT1QRDp3ey1620OmnadyIsP3RMRWhk83HcGpERbRH3aogPGpESYGsnzDIxzT+oTenYJUmXbHJDtfRHVi0rHd07KFPKU3t60TueS7SkD0A4xzkLaSHby9hMxnP6ie20qPu0mMB0qj4YiiMDgcBHaJ/vwnmIMAxTge9pVLoE+5wQEiX3tDzM/8hMTGH1xT2OC+vMvVbJvdX/PmPC4sle1JH28LfA+jdtnu68/e4pxw0vHQrQXNGITPap9Ao6uhYfM4OOFaB+BSKXIH28LAPclE0uQ2Iu4KFIK7HW3QYCzcgiCaHXX+fOqDkSEVUbYFPtrLRGKzJ5PHhnTVLO14u/hJBxUgvrChT3JTmAAgXR7u6pJbRJyzTiaAckeiFPVd90PSvxOXdL1SuBR6rMAXgKC7Ccspr7CmkKNzsUUVewmBADwAmvLqLmDe1GIPm0GwQXAsMB72bdLq62jMQQEgj/VQD6C02eugDF4Q51kJ3KdMjKs6T9pwNSjn/YF6xoQU/9DgIiqX5xrzvDQ8607qHFM7L3dOrlsmbDOeBSSnb7/Hu6QhOP7YhL0j3k/6YuHzGA9oVS8Ddr6q8B7D9lorbb6+rMvTVFfcIyFaC9oxNudw7vdbb3ZdeR2qWq3wZp9MNo90Wwl15r6em1ynRBEsN0FxByjwSicYMeCS2xV64yxhRJZTdsVuJ0O6K0hWDvMkzrFrLSPyeLbIkrGB+4sH7R6VEe1kGUMg7jSXqcGwwTIYQr5rQPQLsGpCl0i212S2np4WSLZQQTB74mEZYYT3a/pPjrVFafpy3T8y4ELJKgl4JrFrACBc4C1sVIth6+J6C9FBEwcU9V1X2sg4uH6pkrlqV7bBIxGrHrhwn2aGYKJJEADzUIZZkZQ28JQue+pwLNLfNqAWiWIokRdBF39H4hocil583K1ul8EwIuHpWF+7ntG0zamCvc16R8T4VVuG/3810IQ4OOnAu8/5KNU8xd/9u2wEO0FR9gU6s3e3qBv9imsM8abhWg34iE3KJ7mIfXvgqZ1q0f31tMCQQSbrZJby4TdGd/hReAknF3VTlhlOkCvqkgCBDsv2HmAoWnS5gTpTm2cxsZ2F7BzlQC0AQqAEKvfTZ+oD56Z1J/mvTS29TKGIc7DYx4BaAcYSiR7EIeN02vatFQ2qiTcxrA0rcQdf6+2oFLynf49xTU4xsRHaudzi3FfgMD746ovkfbWJlbvu6+FawUBgg/aY5kZ6XbABPCJkDRmvuq2njugJujErmEuCXZV2JLC/M45Byb3aYuAoGOcvuQ1Tf75K1S3Let1ntYrCLATAQV9PpkzCbdA7qOi3US0CZ0e9rGxsoyHzMyCcIZY2X7/Ibv4nrr4s2+HhWgvOMLbrbt6r9++WFmDJ/adD+OXCkOEVWaAp3kpEYBIRl1QH+5MziypkGxAH/KGubfMs4pdEZARX1TVBrTVDBGwLY7pT0DANqaaGzCsbZaD5Xb8WekyAM0ND0ATEe1T3vJ605oSaRWfQnNrQTYM8eHuAtDqqFdMm6ByXAAUYGr6ydIHC/VkS+iu0gFJzhxJoiXNQRjZbkKNkx/9S9rXkop3wUsLOSHSdm0CBNI+6fV1VRVwgIRDwt0mJTdEuLZi85zdm0i0Wm38kQLoEpINTO/TFgDe6TWSob9Mn4nAmQEHfYaN/QSrTl40QaDqliIILKcJtf77eC6tsU7hWAQTcxCusP4ZEx5yO4+sjwp8ELzZFHhvnZ0/OUb9VG6LP3saLER7wQG2zmPnAjYzrGYnrDODt9v5kck5YGUMDNFFrWXGhA9KsgqZ1/kkInjaHlfzrDlPPu5FUEhA7i8Pr7FGA3Gedu1BYx4B3gGFU2l5ZlN7GkI+8qx0CkDbFecFoO1OhQp1sE2t7shRJZCJYKyZyZTNHkOH4HSCaadgQEBDk9jIwWArkUECThLsKgwTQITgA6wZl2wTjgfM6fenMHXg2VCE2Iu8uj6E/b4KMbSRWwaoiXCHoBVrwyol5ygl1+Zr1/NlJzCGV7RtlDR7HxqLyozhFpej7+hBpC/dU1vvYQzDB8HQjlnJu92mtjkHTHrP77vfXNCsi1T97vM5wn1Iz48yDsoJqimXSXjIzay9yYUXvCs8XtUj83uiL4Ge8z64Zyx7dcEBnnYeWzeXmmMzVpbnJRedGR5yc/OBqguCdxuPtzs3O5INALtC0OQCNhf0UnVeRmuFR0R4yPlkoJlKywPebYP6zM35ktA2uCBwIaAIwwPQXOj2FwPNpOzwdZWSZ4bLBxZDq//2zu8Dpw5VlfymFlQp7FBEB/zq4h4OUw7wsW9ZNQLOJVqGOfZhHmU1RgERQerhe4Ryn4fYm/zU5Jy+J2j2gOz7bZt6aN2VMHQXG8R2hl5aSXZ2Ickul3Ximj73/iYCuJgCL6KTf+co41Rtw8gt41L+lzEht+as/eaC2owK709Okt3LQL/uiU4V/jHTt6tYWcb7a3sXBHMT2+2eg3UPqd3iz54O8z+7FlwNIeggek5J400gol43jpcKw7fbP84L3m483u0c3OTNUc6D94KiRR6e5OPnfW8oE3fHgCaSM9YZn5T+CbSiXriAp50fVdGwK0I5gTAkmT1Ic/hZHdRzcsNwJNxMpTzVMF082L0lTm13qBGBAE2+DiHoaxeOi4j2CgpjxmmR1jQJ2jV+M0SwM5CKt0GIDo5DuZoSPdkxyboPAnSyxHuVnq8yVrvI6Gt9Aj0H1BK326Nd0W1pr6gZZdVOnAjnTrJ7L0iak/J4XnCf5BiWlpnhk7MEaFeJEQhelXC3PXtmemkdgBuq7smTPrbgI2PC++sMj7m9K3L5ZlsMnhxiol4V7XW20MGpsOzZBSX0Zt3siZwb1hnPzkszC8RdklserS1EHxQ+KMEuHPxMCTYQE8ZP2CLOnaMIiBXcka8faxiPq9MSwTzOSBchaM7C9vIsA+eDBr3FarbrSShO+bLr6DvWoZhD8JAZlbISwVi+2wcZRalsE1LVrYogwMYFSBjXJ2pYg/wsa/eCc++sKklufq3+e0Yk2DOSijeBSKug6VJKFg3NsZOStA2xnPj0OdKJhszw6GSiC6cWldQSXW9kaBXMjpwJwdQ9eUYnXm+Cj8GbicQnPupGyHoxrNVt23PC0LI+n+t5C5fCBb03+IYT8R482vUWjQRtc9ZEwM+FIcKrlcXrdXaX48cgwLuBtsmV7bedS/FqOtzr+GTBBHgq/Oyr2QkUb5gLDlG9pT7k01eJdi7gzcbhqfCzJthACj87nbLc1/fWBOfRq4o7FESEx5VplZIzHSeGOgnapm/jzx5QbouAopDY51V6F4CKU77sGvqepwZx8EWEzKqvzkYp5xyGTecMaNsqdNXzVARwTsmetdrebAyScLAeZXVbZfnnSMlPVSOTn3yOMvE2pFUMIZTnf1rvFFQXBEf93bvAUAWB8wLn1apljV7fVxnudux371UtYTr67qofe7rJ7lNV61PnWRUie4l4+liapkrJ8ZeiKifPuPkuwBTtLmbaROtdEGzdoarpHqq29YmmdG6Nwf9sHC++/5DdhUy8CzsfBrXe7dMHPDeLHXNKLExlAYDY49bPXzZeRWYYK2uwdfNvaXUtVG+VTITH3OLNBMFxPgg2uzB7cl1F4Zp92U2whs7yW7sQ4IQQ5Hyy3oVVxrAMbIrDvuN51l5Vcghwu4CMObYQ6xm647VtWfJm91W6uBAGk0DukUidEo2r22mYwMSwYXga+lzQFohWynaDIAQNzEpjoSDq+c1GTolNUvKSfIT+REQJdPe5ZYgxciFvcmgFO0mOg7Z7ioeMYgJ5CAI2BB9wMj28Hn7mY6Ba6pdsrQHFbIOptGVN9wofBBK3o+sekfH0fZ2ZCdSx/Vw5Jl1QX7beE6qHJUAnSfT4BWCk6Q0inUBh1nMiHcOuRPEpEETvhZb1er6Ha24Kf3bGqoA6lXVyb3jaeWTMJ+//lvu1HH3Il2r2lFiI9gIAsXe2Px1cNDc85Aa7SkDQS0eTx2md8Wgp8iFKgndntMC6JXzQ0LC+sExwoLN6DLsg8E7A2TQDUWMYj6zBa0VMje5jEyhCgN8K8lh5OYVdEVC4ajX79L7o68s+Qo8+V7aFAKTB7SMTLBOedjcMczzjkLdx0yBA4YJWy2rV3yAxhMvLJInVyRvJFMBEZUJ2F7rImSUCGYLHNH27p0ZJqAFQkP2xIEIIASSCIEoOuyYbCNgT9RqcCNgL2PA+3To0J3xftC04PFZBBMGH8jpqr2ID5kylw+B1jJaKtil0ii2fTl3poULW69uVqvY6OSKjThykfbmyuq9dGKbwGQsuAF7CUdbD3DC2PzszhLW1R+T9OeHNtsAHJu+87656POep5/sWnI+FaC8AoLLxTXF/lWHDhIfMDJLSPHcw0UEK6coaOKdS4kuwcwE7F+5uoBxEsN0N2/bUx/mcqrb3Wv3NssEf7Q31KhOyGGDVdy0DBBvnUTjBKm9P7fZBUIgvq9iu52i/GODLruKUas32CKkjIqysAUPzJvyNBrdDkUhFdV291wA620DKpOIX9iJAOF1JPgdM2q+cSEDERy3WDrYBxy2qCFqZ5DiJErz06hs+R1TX24toZR5QMgyVIksQiGnuqw2kXsnNJDtBw+4CENPIrTHgSITHejpXTRY+TlLzifZSY7TuGgo21Jl3QSf6gPlweL7W5ebpJYE+I8acQEhdEdL+Miamzg+01IwBEmjnj50qn64xUTIUY/mzM8N4yMxd+q+HIgjwduPw3kP7QGPVQza+stNaGRYsRHsBUFay70k2XsU6Y2wd3V01/pp4WDHebkNrcmwX7lEmXkUfX3YTLBOKXgLFQ3iRWEWY3vf0kFusLJfdAvquq0fAuw45+bYIcE7l6a5n32x3ARlIlYvm1kHHssIuZNYAUB+zD9KrGjsazjzczJpsnWTIAkHWEmJTv4Z9EJXSTnSqmUiWDQmKuD/rh6l6/ijB5gMJdXn63CvRrv0sIcQqt56fIQiCEZAQghdww7Frq2Q3wYlAvC/zIjjKycMIk0dliJsPABNsR5PiRHhu0YLslDzcMCOE5qdS1Ze9/77aeyrfHIKclPz3QbpXNU0KmnhN+BDgvU56XuVSoH3v983OI7M8O59yvaA6xJ/NpBPOK/syCHYVOx+wKXyjDztNwp/COp/XufAcMeke/pmf+Rl84zd+I95//328//77+NSnPoWf//mfL18XEfyjf/SP8MlPfhIPDw/4M3/mz+C//bf/dvAd2+0Wf+/v/T18xVd8BV69eoXv+q7vwm//9m8fvOeLX/wiPvOZz+CDDz7ABx98gM985jP40pe+dPCe//N//g/+8l/+y3j16hW+4iu+At/3fd+H3W538J7f/M3fxLd+67fi4eEBf/gP/2H8k3/yT16EJHlTxN7Zd7qpSzDaIZqDWNSvPQRBBE877YV9ryS7KEJvX3Ydqap9Dlw4U0I9AEyEPBLQ3DJerczgAVQRAt5t/YG32YugCPtqdh9v9hAPdxsaZeHQytDQGffMMgx0oJFnVwyZOpNpl9JkkZOTM02THmMn3ddBpBXrZDswR8Raq/Im+gbrp2E6fvdaOam3oEse3/RaqopKTLeuT4akfuVD4CVOgsfl6L41sdJ3GdRTzp0qEQNtp3cLkg1EpceJ86Xt9fr10LQF1WPoBReN9RhAbtQPfEp5Y5iRZ4yVZeRm+vaEjMP9WDglZ3Ma29YJ4Sl/NpE+895bZfjgQdt0vTSSnfC0c43PhD4p4kRa0V4wLSa9g/6RP/JH8GM/9mP4r//1v+K//tf/ij/7Z/8s/spf+Sslmf7n//yf4yd/8ifx0z/90/i1X/s1fPVXfzW+7du+DR9//HH5Hd///d+Pn/u5n8NnP/tZ/PIv/zLevHmD7/zO74T3+9rJpz/9afzGb/wGPve5z+Fzn/scfuM3fgOf+cxnyte99/hLf+kv4e3bt/jlX/5lfPazn8XP/uzP4gd/8AfL93z00Uf4tm/7Nnzyk5/Er/3ar+Gnfuqn8BM/8RP4yZ/8ySl30SywKcLJlkdzRwpGW9A+mDVMeOwZeuG84N3Wt/abvgcEEewuJCBtCbKn4LxMrrBY1wgoE2GdGbzK7SB5YJKTv91oUu2uSBJH3YY+1eydv7w6Uz9vCTqYOleumlmCiUfPcOp5278NzzVBtCdTqVLaBJHm5PcAmZxsA/vk5Dzj8thkhss2T12cjKh/uvwcceTxTcci/j5USHaoHAtVBJy3TEHqu72/D5eE+wySFoJKqI1pn7xKbbuyAcGJU+FU/kBT+ngQHCmY2ra16l0+x8c8hGDXQdEOk2cGa8vIR5hAaVzHluC7p13o3f99SjTJw22DP5ug5+WrlcUH6wyv8uftwe6LIDiyThJpcOop9EkkX3A5SK48rfXlX/7l+PEf/3H8jb/xN/DJT34S3//9349/8A/+AQCtXn/VV30V/tk/+2f423/7b+PDDz/EH/yDfxD/5t/8G/y1v/bXAAC/8zu/g6/5mq/Bv//3/x7f8R3fgf/+3/87vv7rvx6/8iu/gm/5lm8BAPzKr/wKPvWpT+F//I//ga/7uq/Dz//8z+M7v/M78X//7//FJz/5SQDAZz/7WXz3d383vvCFL+D999/Hz/zMz+CHf/iH8Xu/93tYrVYAgB/7sR/DT/3UT+G3f/u3e8/Ef/TRR/jggw/w4Ycf4v333x97942OnQv4/bdb/P/e7O5R0XcAHwQfPhWzmqm9Bd5sXCdB3jrfGo4msc/0vYWdNeFpG+Av9KUD6vd1Q5rkRjzmRmfaJxgMZMwnk0JTF4E+RDlBoB7RbaGkYVOc7sU9lu1ERLCpfE8+QlKviMRcgePfa0umdt/xORg6MaC1UP3/znmEWFlrC+4Lob2tVx8P8FgwqPbF1kyIU2eAWhC0onaPd+ggx5NnEtQr7KKc3jCXqdyZ4Sgj7n9AJIbcQY4V9izqZU1jkXTaBggkVG1BxzYCEkAYyABkWbOyqfTFTpwoPhRF4TstKYU71Fs1nV9tigIT25QBiAnd/YiHiWFnU/idg+wTy8d4Cq+Mwet1+3ZZo5X1Wx3zzPABKWQivF5ZZMza0pIJeZxYuvXEz5zxwUNWKgBe5QaPPVSen3jMewWj3iPmxMWutoe99/jsZz+Lt2/f4lOf+hT+1//6X/j85z+Pb//2by/fs1qt8K3f+q34T//pPwEAfv3Xfx1FURy855Of/CS+4Ru+oXzPf/7P/xkffPBBSbIB4E/+yT+JDz744OA93/AN31CSbAD4ju/4Dmy3W/z6r/96+Z5v/dZvLUl2es/v/M7v4H//7//dul3b7RYfffTRwZ97QuEDihGqUXPAkIrts8aJZ9HKmsabqxfBu+3zINka3DTOduTmzKp2mKaqTaBes9WZYbxeWQ2H6TlA8T7g3c5rX/TQrwtBMVK2Q7WCkfM47XCIVO5cvytoNUmlsavY+3aMO0ff88QgqSX2QXZpENlFQ7v2tE6STHcnN9BQutwwrDUwxmCdWTzGc8yeOMdK+fjs9AT90DTIF9IJm/SaVBQgTM0hdcki4OP9wfmAwmvQZOFF2+qF/evpTyE6oVWEEFPn9b/kied4vVS/O8Q/TlTxUASdONRl6QSiDwKS6C3uqHTfCnxCul49Lr5lLNM213Ho0z69LpZIJd8Tpq8zaUumVWZ0WazKnHOXdqpo6XzAprhd55asNhG9jgqZDx4tPnjI8HqdXaRseil4G9u4EvpVqjPTr/vIgssx+V7+zd/8Tbx+/Rqr1Qp/5+/8Hfzcz/0cvv7rvx6f//znAQBf9VVfdfD+r/qqrypf+/znP488z/GJT3yi8z1f+ZVfebTcr/zKrzx4T305n/jEJ5Dneed70s/pPU34p//0n5be8A8++ABf8zVf071DZob0wH0uWGfmxUvI+zyQHjJz0BKq8OrVvVcvdhWpKj8WiM4LAwphGu/sw0BJZ5LbPfYg3EUR+2eHgLcbf7Ia7kYOGmMiJb0j+kKJqPRst71uDCPLdAIqu0DCeYqkGAJyo77XolaxKo9pxw49NRj2Df7gS8BQcpGV5LpmV4jVT2u1gvIqsycnLO55uFy/7pgIEkJZ3k/d7UviLYlMyxGZLsmwYFA+im+xpTBpddIahiEuQ+yq71Spta6lSt/1VSHNYtgWvhwT+J4t/aaGOTEJlvIBRNCoTukSFFR92gHN+QcMnRRbWz5IEr8GON6b8ozj2GY48e7TQ1vzWALclSfZ9X7PqtDKDF6vLL7sVY7XK7VALeS6P1yQGIzWL4R1KUpdD5MnSH3d130dfuM3fgNf+tKX8LM/+7P463/9r+OXfumXytfrAxOR0/0M6+9pev8Y76mGnbThh3/4h/EDP/AD5c8fffTR3ZBtDTB6XkQbAB5XRmf9X2gKeV+p4mPOeLcVvNm6Z1HFTijc+L16c0PwflgCeQgBAdzrntYXK8utATGnkAbhLqicuj6oCiLw2MvkixAgXisOTcscIwCtjtzwJFM9SrYBOHT23mUiwBCMQUlEJOgA/tSWdl12NkpNmQg+hMbsAGYCebSeY23+7DraUq/7gKGckUAg7pZqZjWJcQoPfGUyOBewdYeS3/KtyvXuEkzHqe8xxrtMdiakyqrAy/AQtD7wQbXldVuKQew3bwnOBzgBOOwl6WldGHqu12Xigjjukf11ot56in9uE2jX1eorhabtWpQ1dIJpBkg5CSdBgKhgMkzlZMVcUL0/AfsAPh/2kzz1vdRXGSQQbAuBN9P1VeY4QUBMsEYn/B8qIa1pn2dmaTl1Dp52Dn/o/fXJ9xmmxZ99RUxOtPM8xx/7Y38MAPDN3/zN+LVf+zX8y3/5L0tf9uc//3n8oT/0h8r3f+ELXygryV/91V+N3W6HL37xiwdV7S984Qv4U3/qT5Xv+b3f+72j5f6///f/Dr7nV3/1Vw9e/+IXv4iiKA7eU69cf+ELXwBwXHWvYrVaHcjN7wmF11ntvj1y7wVMhPdWFh9t3Cxm5K+NvkQ7QB+uz2lCIkxA/oBE1Ib11U4VkhCAnta/ThiiUdQalgk2N/BB24IlP7+P94OAGOwUN3XnBSEEZPZwUD5GAFoVhgi5JTy5MAkRIyLkGalktsc5z0SRZeiD8hTxbrrsqgQbiP2xO5ZtmFDLtSnR91amwWing6SAYcS6/rm2qglRDJ7LDJzz6vNHpZLNwGhNoa8MTR/fH3t9vmjoou470uepCUBgMJS4TQEvAvHaa90ghpwxx2e6Kk20F7quFwRR3k9g7k+YU6X4lsTbMMP7Dr0VtVsuTs5LBgAmnZ80SjbEtVAn3sD+PpV2RxaPed/J5zTReq5vW5cWw8wYYEbZfrD+ffXnWZKRT0X0nzsyy3jnPN4/sf9eL116roqrn80igu12iz/6R/8ovvqrvxq/+Iu/WL622+3wS7/0SyWJ/qZv+iZkWXbwnt/93d/Fb/3Wb5Xv+dSnPoUPP/wQ/+W//JfyPb/6q7+KDz/88OA9v/Vbv4Xf/d3fLd/zC7/wC1itVvimb/qm8j3/8T/+x4OWX7/wC7+AT37yk/j//r//b/wdMQPsnpE/uw5r+MVKY/o8Gwsf8Hbr4AVYr0yrrPbesN0JpjqjMzNcNjiWT5tAJ8PPhsKwfufrlfbi9n4/6VYnoi7K8ZO00o+0XeW6QEl2PWl2CmRG5ZdDwTEl2Fr1TyaZuaUoNY/nBkM95nWpqTtBsoHYT7vltSGV/tBQ/aa4bob2cnBNr1ZJ+JBz2/QchFtr8Pohx+tcw40ATOZtvSZSKJ2LE1IkiKQTZfK4VrQnfrpKbKsWW3X5CsmugkF4yAxerTM8xjaA5/p+U4/qFLaYwiKnntTumjgKQRrPq17nGmkf5txy7D183yQv3aeMYaxzg4eVxcPK4NXK4iE3WGcaPpa85rlhWNY/htV2IPFZwNB7syGKdgSVeeeGsTL6HetM/zxkBq9WBq/WFo9rg4eVSt6t4caAPRMVFVVkMbTupbbquhQPmdUw247clNSdZMH1MOm0xo/8yI/gL/7Fv4iv+Zqvwccff4zPfvaz+A//4T/gc5/7HIgI3//9348f/dEfxdd+7dfia7/2a/GjP/qjeHx8xKc//WkAwAcffIC/+Tf/Jn7wB38Qf+AP/AF8+Zd/OX7oh34If+JP/An8+T//5wEAf/yP/3H8hb/wF/A93/M9+Ff/6l8BAP7W3/pb+M7v/E583dd9HQDg27/92/H1X//1+MxnPoMf//Efx+///u/jh37oh/A93/M9ZRrdpz/9afzjf/yP8d3f/d34kR/5EfzP//k/8aM/+qP4h//wHz5bCUvxzPzZdawzU/riXhIMUdmXtwnaN32/T5gI65XB09bdtUPbh/EC0NqQZ4zNrn85rvRpZ5ctdz1hqx0mgmXGemWw8wECxqY43sYAYFsE5JbgRuwRzgDybD8QM0yTt0YzhpFTs4S7L1I1CVAS+5Cb2NecSqluIrzbIsD1JCKHNdM9+hKZVFECYgVz5Mqjpf5y1ARjGK+M+oa3LsB7TH6tjon98YwWi8qxYBDIUBlMpjVugQQCDOBDj6rqADBQqg+U2Os9hvg4kZ6hZCYF/wEpk0CroCmYDZE8N0mPT0FE4EQn55iS3Hr8SndbVdun6j03yMsb1iHJ5sG6fzLa9xNPKqQ5ycUvga0R1lKl0xdEWOfTBOTVQ9BsPKfzF56xcy7yjMsJirdbh9zmje97tVr277UxKdH+vd/7PXzmM5/B7/7u7+KDDz7AN37jN+Jzn/scvu3bvg0A8Pf//t/H09MTvvd7vxdf/OIX8S3f8i34hV/4Bbz33nvld/yLf/EvYK3FX/2rfxVPT0/4c3/uz+Ff/+t/DVPRyvzbf/tv8X3f931lOvl3fdd34ad/+qfL140x+Hf/7t/he7/3e/Gn//SfxsPDAz796U/jJ37iJ8r3fPDBB/jFX/xF/N2/+3fxzd/8zfjEJz6BH/iBHzjwXz8nPFd/dh2vVhYuFM9KHt0HberMp51vbB1kiPCwsthsfaeHda4QEWx305/LJibC9m33NYZPO48prFOiiL16mQkWOkmlVeuA6jyVAHjaBQhklMqPgQ4QqvvGEMV+RBd/ffeymZFD74PnLIqwr8oYploScfR8xlZdmWWYssp8uG17ciNwAcgIqM5jELSKSBL9jdXTiPbLUknv4UtD5OB9cUlQnTGMFREsARun9qXJq74XIEgKK9uvo8rHlUwnIpuOXSkpD4JgBCykvt8LK3SEqqf6+PVdCAhOyvZuJpL/dD6ahl7FaVvK94xAvINImXw/Bek2TEfP8qSySZL28mfoBEedWB/1Q69toYgMI6MzxqXPjSCCp63HQ24ae5ZfgnruR1rXJQn7PDxUJij2wWiHpJpIffELrour99F+7phT77YuPKf+2adQ+ICPnopbr8ZV8WbrDiZRRATveqSKpgfrvZHtIkoYrwGJCa19JeqX9NM2pC3rplbVvNkU5fmxdf4gtyElJ3vR0J1d9NzmF6aDJ09207btvIe7ko83iKBo6LXdBtNCIB5qEwYigq0PvdoGJfiwl+Me/l7OSgSu9gkeA5cmwrvoj/cS4LxOPKR2VM7vW2NNBTmav5GjvyTKwY/WhfY+87KFV2Wyycf7rUAHtJa57P2bndHf/BS53i9Xr830/lXGR5Ng5x63KvEOHYFbJ7eDqVEqfM76VK9V7/dKkfTNhQ8gUBnieOreSQBWFfJhGcjGCNWYAT7xKjvoLnIuGMA6NxcfvwRLdNTn+f212kvee7hQ/vUCkVvCe+vDCnZmCF/2ePi71yuLVy/Enz0nLvYy9viCIzxnf3YdmWE85hbv2lKGniEME5L6V2J/bNdDqslEeFwZPG0D7klIXowoZT6FocFoyac9lGgnX/bUJNvFgboL6rOshyMSEazRSrf21mawqExVEM5KQbexAtwGrcJe55iqXJFROGmcYDLYt7Fqq87Vg34k9jweKqQJUflQrcyl7zsHHgIzUup9VwBaX1A8roYYHh6g/cRFZlQB4kIK4zvv+bQn0/qPpCI4RRBFWgh2+Ya4DXE7dIIgHH1eoPvKQW0YmdEqbP9wuhRMd/Lt8F63z5p9unkIAqb9MU9E9xzUK94JVQIu6Q+k8YkhiLYeCDhQmSx97vpYy/Au6DGI6gim/YQdE8GL9O4JLjjsQBNiONq9Q/MYxnl2BKgabp3xKK0Xj6vZFEMUl2r2UBDUm11H4QVb58vAOX3fMzix7xAL0X6heO7+7DoecgMv2if0JSDJRYOI9sceMFAnIjysGE879CLnt4aG/1x3yigz3LsCd45PO3l+r+EVdLFnLtDch/bwvSmoRtuzSKykWaOD2z5FV2sI+YnBmuYM9GtnNQZSIrkPAcEL6ASxPv78/t9JLn6OWyV9xDAQ/PHvz4H3Antmu68q+gagdaHKrxh0MLFBFEO9jHqhpaKigDQT75BIdDzvzolCbJKHt4GiVJwJQKiR8jg3JBJtO14ABP11IFhJznmtUGuVdxixTovh5OM36TeV7YFe06ma2yYbvwRVAl5F8rKX+7Jpl8Z2VJZjtb78ThyoBvYL2y8zTXLsyGMXAlgI9U8wE8QP81kH2Yeppd7a957NY0e4XqsQAE9FwBrHRHkICMf+7JU1IMLJ58KCY6xz03o8nnZ7ov0woiJhwTAsRPuFoginZcTPDa9XVgfBLyAczbASn3dbd9aAn2Jle7PD7Hts727kCugbjKYts4YdhHVmjoJspoIPe4LcFUJWD4EC9DxJA+uVYcDsA6P2FcL9+/OWntx1pNYwU8vHmdKfRKwZAmBX9JeSp+9JKHzAuXOYiTDWK/qXTDgEyMXE4ZwAtCZQJaixS7TAaoCHAcFH0i1JRSHRDx2GHaM6hhBs4Dglud5Tm+LkkHrqBQFURg2EGJVWeuyjHDxZ9hEEoYNsM1ILNpS92Lvu6wdke4RJlr5IZLiPTj7tFxu95EPOT2sZm6fmmwMTwVgz7I4rxz/eOyWZirRuioAHnJ/VkNeUBrbMuLjOxPJzAhN1VqkLrxkkuWW8yhe6dysse/4FIgSJLTpuvSbXx+uVxUfieodZ3SvkApJdxTo3YAdsZjo54b3gsuH2+egbjFZNoO4zkFhbM3n4WUKI/XGTXLxrTqUuKT94LQAi+kA3TEft4kSkbHWlxG/vhW2D4f6hc11IbZe4UhHrqlSrZ5Oxc/2DulJdbucPw+OGIn00VQx9nLC4xOQjAIIXmDMJF+GyALQ6mGKxt0c/7aCzOCUR0vMHsCyQOClSnkOVsLm2Q1BeiwG996lKr/mIBCuxrgelaY4fiMpWaiZOUlhm1OcqVM4et8/Lvgcxq6+ay2r3fuHeB/QJy09p5Cafb5VQoGTAQUrC1UvunSaOGq5PApBZQuEGXDV1ov0MAtHGzGaoY1MEPJzpuc9q67Wyml+w9M4ejsfVaWvZu53DV7x+tVSzb4iFaL9ApBYgLy2JG9DB0Xtri4+eislbCN0KPgje7hxSNu6lyK3ezJ9mKLvfFrc9hrkhhECdEvJU8ZUe3r/U2/RaCLFCqL1/26XwKRCtC16ArQtx4LR/qBOAdW4bfZml1LT2s/47VjLT6/E1/eqK5LTyfQfLJZxdISEirDKCC6HXgJ2ZNOjrgnZh9X1vDMEPIQsd8BDwmVXtsSWoTCoZTz7tJjm4tHi0iZLvlPbvTZMRQvH9BINa8JkIfAxf02rl4Te37WOGStmbzjUQIeM4YV36g6NCRKoqgiohb9+PHN8H1m0Mcb3JAzD7SnbfNnEJrgiwM/e+CoAi9iXvQ7i91+sjuONJFQ0qZFgOKHo+4+u79N4jghnHrb3GhADY7Ianka/MYZvKNFmdGR7NT/5SkBkqZeFdEJn2XFhwGgvRfoEIInBntrR5DmAivLfO8NHm+bX98iJ4sy0gsg+FGQOZYRAIm2I+EWk+3K6anaCETCXkXXs6Dby7Btq54V4PzjHh/J5Ad10LfYMTg2hHgzySbQZhlbf3AC+lpvtfHLwuKzNqz+6hsMzgTLql5KQy5gHt1XuBU1V7hHuUVnGHB/JlTKNIxqto8mmLVCd9Bn5XA/GGABI9/j5NIMX2Tor2/ZBumclD3A0C0aGMey8p1wk4RpoE0Ou/rFqn1eD20KqUY+69TtQFkWF+bgYcBOQCzB1UDKuEOzPcODnnJcBDyn7goTK5RUD5GWMYPhz33W5b7uHP9z0uGHtyrAkpIO2hR1U14aiaHSeA6m2oFnSDADz2lIK/Xlm83Xl88DD/6/+5YtnzLxAuzLt36TVgmPD+OntWnqAggrebvVy8HjhyKazRXtt2JreN3Y2r2QlMhPxExSicsGpY5psMNg782RdUsw++U9SnbIix7iDZfZCNTPLOQWqZlBlqpmeCUUh20x42XK+9ng9fTvb0A2NcyXhC1acNAM6pj9APJNlNYNJ9ZkysikbZtWGOf6j05bedlRyrbH2llnWSkWT/hva91g1pWnZuGZllWEswNq5nj+vDB81V8XGS3LlQVuhb9wX2vvpCpGw/dg8QqA1j58LRORsqzUMM84FIqF4J7yufrhPre59/v9aErZLt42PUhJwPnwVMOoG/VLOHoysArYqHTN+3KfyzVXDeA5aK9guE9/LsKrnnwDDh9dri4407u33OXCCRZFfJ0rktVLpgiPC4NtgWwPaGA7cQe/HOBZYZ3qDVUyzS3jbIMuHhBtLOvv5sH4bVd9TT2j+xuwtKksap6l4CIu3La1i0DVg8lrpvZJRetU1UW1OZx9n2IVVt9blOc076IAguoBCtBE+hrdrLt/VnKok1NXpvRfbVUEqTG23J2ZWPp/Pb+YCqrVc4BbfhYHk+aKL8EOgk3eHFmWTl3otKzvn4fl+f4FIZdZhk8mQqeBF4p3LyJH91tQNiYrsv4LiNGZN+zg28f9zzcICBUboM9EUQwWYXsM6726nVLVFlGvZSzR6EUwFo+/ephzvh7c7h/fXSo/wWuJ877oLR4EIY/OB5rsgM4/XqvuebRARvt/7Iu6ftY6Z54K4yg8fsdrXtuVSzq8gNtVZvUwBhHYYI62z6XtlN8D392X6A75ihckDLjCIEFCOE6F1z0HgKqbq9sgTEyv1ox65lNzONd5X1aUcHTNAaSLTn9K7wKHxAIJR+e+6QcQ9FkFgdb7ne2mCIkFmGMTpBZFJlPFXHq394/ydVx21MEU9IgXuA2gqqXvFh29M+eVe+B6o4KSpV7jTZVYcLckTa7wEuaF/6po4hTAQb/zTdfw23KFE6kHI17hF9VRJjQluntp9XGR8n9meGWu0BC9rRJwANAF6t7MH1sCn83Z7T946FaL9A+DBMCvrckVvGe+vsbvtmvt15FC2Dpyml8dYQHm8gJZeGNlNzQPJrN+1xtY3WKjFEV+uV3QTfw5+tVe9+sKzbX92enQ8XJ4db6i/jvRY4Jk5nTKfy7S5fFo/3oA44ro7WMaYvW6JkuXABhd9Lw6uHc4x5hNT6y52QU9dBUJm4tdRU6O6NpvMzpZIj9rwWGUbeRDBI7i1QwlN0fEaASMbnd/88BYGShSY5ueloG0hEJ8OgmvbG/U1HKDLTXVmeCi5olkUT8pqUPWV4LNXsYchtvxyXzNCRFU1Ew0oXXB8L0X5hSDLQO7JrXQVKtu3NSM+5eLfznQOrsX3adXCUkq+vGLTj/GXtjqYEx8pYHQFSSncBJaWPNyTZQD9/dp8JOQKQWyoHT3VsXbi4ijb1eTwULt5H84yxzs04FaSGXS1R/swjetW7HBeMZtI4eBlVgh2OvdcaghdDq86oOFYRIskeYodKMvHM9g8WO4Um6TbTvn2XyuT7w18QWBqi2sL7Bo8zcNOAwXPhRQMJg0i8p+y3wXZMcgKaNTD4CrrDyQgD9PLuToWdP1Yx2Wj/SSBo8GfGtFSzB4CJevfCblNpdqkOFkyHhWi/MLigD96+EsKXhMww3n/IZlc9a8PGeWxdd73xWg+y3Bq8yq9T2y7c6ffcEpnhxsFOakOUMePhRnLxhN7+7BOy8apUvAvb4jKybRv6GN8KLmh1Fkhkai8nv+T8b9rT6XeXktEqtI/58dKSL/uS81JiWNeuhWBXcSglHb7MFNI3tIqdWgqNfW9s+joiKiXyEpKv//R3eX9+MJyJlXQB4GKF27lw8Mz3uK9wNACQ2qOu8AFFnEgw0baTdRxTa9uJeOO1d4dDJK3s3/ZGuXXhYNJrVausJqvUQ0/SuEDvze+tba+x6WNHUNrWLfLxW2Ah2i8MIWDxZ3cgpZHPfaZ15wOeekQdT+nTrsMw4dXKYmXGdF0eIsjtW3r1QZNfO4iG+jzktyXZwJ5YJ9LVNPEWOlKgGbqN655VeYH2PL/kId83QXhKqAd4vw3VgY9hrW6v7Hhy8uruGuueVFVWVHGJL1tE4KKHNlX7T6HKB4b04i2XN8ACldK/M6M+7CkuP6JjksOk3tRKq+2TDM6HdoVJH9QH4wIl1nXC7WYWKHkKTfskTbSk89YYhml5+qRgtDbU701zVU21gaDV7DkkeG9iEnnOhxNahlX5lNvFmz0EDz1TxjOjY7A2qP3ifq7554Lbj1wWXBVdoUcLFIYJ7z9kN5VgdcGL4N2uf1n3mvJk9Skb9W6PGOKU4O9E8khEWNf8ypYZmZmHJy2IlBW2Nq7iWqrZyYs99PoQaDrtubA0DUHqCxHBLqZLA2UL5CMYZqxyg3XWPuhv/P4TA3uu9xy/APVHwCW+7CQRdzIwnb4iH+9qt1VHkor3eYwlgm0nJNhVJLn4we+g1WyOJLxrtbWf+PnXCKN7G1XFopLyEBO976HC5UO7jJ5Zq6gpCyLrUJYYw7AzIKJToM22dAsEaHeGetvLh8yAaUkaH4Lc9qv+MwHv9UgV3xQj9KJcMAjzuCoXXA3VlicL2sFEeH9tkc2MbIsI3m3coGN4C3+rIcLjyuAxM6PeZIoBCdi3Rkm2QVjFWfy5rH0I+wm31rTxGgNnAOuMW73YvZYLaUwO7gOKFclbwVU87YAO8Lv2AxNhlbMS7hEG90TjhZT5inw8Yzqr5VMQ0RTxExLxLpgB8vEhgWfXJthV1Ct1qW94CNqKq2vlL/FlA+jVui1Jyp0P2pv7DiYv67LxBINKr/Cwv7dkHTJxY5qJ+Pz3QjeMwcnQt2uC6PAZkke7xjq7vyycW0F92f1acr1e214qgZ0PSxjylTEvFrFgciyXV38QEd5b214pj9fCUxGO2nidgjXjVcKGwhoeTU4egkzSc3dKEBM+eJWVley5rH2QfSW76XSqVpCGysRPQdsvnUfN6m2UrgUf5GiSpy95Th7udca6/gOWWz80hmlQlbwLIchZJLsqE79UhMgxlRvoDmFLJPtU4BmBYsjZ9Ql2uQ50HPLEBJB0J6xf4ssG9Dodsr0BOnm0cR5uxmnEEvMkmlC3k/gYlAag1a9NRJ1+7f1yB6/qzUAAcubZENhUXd8UHiEICDHLg3TSeUE/vF7182U/5GbQOHWpal8Xyxn/wjC0xchLBxHh9driIb892S58OBl+1gRtb3K7S30sOXmblHmuoCiRyy1jnbMO3GZy7Ynsq7NNFe10mp0rEz+Fc/3aRO1tfKZCiJLxg/XAcM80k/oTVxmrh7/Phxr2UZ+qZV8MJdlVmfgYqPab1p7axwhxkqNrkQydMMjsPJKM66sggJ40EgPSatsS5DJfNgDwmdeFh+Bd4eCK44TyOSC0eP4zbs4UEKiUXIDWrIQmv3b9m+a3J9phDMHMiMCuo2RcADwVHiurkwCPHf7hBYd4zE0vK4BlwquB49OFaF8X87kyF1wHMpux/l3hMbeaSH6rnscDfdl15Pb2g8+qnPycqtw9EW1jtH1XGvQbJjxkPIvRW6oQJYJdvx+INv2+WCbeuQ4QbHfn7YzsylXtouLLTjAtg/w+4DhZsI4+bhtJd99aN9HlAYcmEtO+eR1jyMTbUL2n1kPRfJDW8E5O1evYB3tOHeCagtEQPfbG0MF9YGi/7CYwLmtTJgCenEMxQiu+sdG0On3a0BVBgJbJGyAGp82kAnwJCEq2uhLXr4nMcGMg3xKA1h+Z6efLJgLef8gGP4vUgjOv6/w5Y5leemEIAwNrFuyRGcYHjxnebFxn7+qxISJ42rrW0Ko+sIbBFGYRhGdj+yvnBbsiwPUYuvt7kY0TsDLcOBNtmGchm0t7O1WvqueEISVgRNOf3x4BO6cDsCGgWBm+Rk9QF0JjO6axBCJMhNwQYAAqCFJ4+Mo9uu2MN0wI/rx7OWNfFZcg6GKo2g9bRqtgN65PKR8X3a5YwfQNqeIUCSXfyEIwBEwEon0lXkQQSCc5rAGSNbor6KsvxlA5BOikUgAjhHBRCv1YEGm+75ue6+YlVqpFGnX11hDESUyFr5HDO3jcACgnm259rAC9PuuT+uvMoPBhVv7xOcMw4fWqpy971c+X3YStC7MN/H1uWPbyC4OgPfxowWkwaSL54xV7QD7FnrSXYi4z3gnWEB7X2n/7lKTc3UFgT0pTbZN7CUQrmTcm2xJiSy/s7wWGGQ+5wfrKFolz/dqWeVQJdRNEjn3ZwD5oa2wY1hCnlVVpeZfq49xgNIZOdKVBeVcoThAZVSbehqp8HFASXW3dVQ02yyzdzHt9Dg7IhQAI6bjp8fWhPfW/L1Lf7DHgRO8NPh77W48VmgoD1QC0PijPoqbe8aSS6zs5nRphzTzsEoAq56qEPwWgrazBZqbWhDmBifDeOuvny84M1hekt1+zWPTSsRDtFwZZKtqj4CE3KiWf+AHnvGA7kp/GzkA+3gTDKil/1eHhnntKpjXaH7trwBMV2Vhl5qZkO3Ue0PZUut7VVmT+yhL93Zl+7dxw/55QZ6CthVTfatq5SCQ6z1jVEUZD1OpDqqHBaHWSDWgVs2nf+6Be7GsNxdLEhdoWBCRVcq2TKjPhEoNQDUYT0dR9Ji2uGkNli72zvx/jevaBvYw9AColv+WAvGH31APQeiGq9ZvOddOSYTLvJ47CRBvJHKrF9fZiDFUe2ahACiLYzDh079YgAt7rmRyeG8ar1WWT4ud2/1gwHAvRfmEIgvt4gtwBMsP44CEbLH3tiyCCt7titO+zPG9PWvJwv1pZ5LyvMrTJB2cBQkyUNr3IV5rmWmVGPds3QBAgY8bjymBV6/V9i30dINgVw5fJE7b7Ci3VbGB4CFpvNHxtImrWMLLMYGUPiTf3JFkGxyQ7oZrknRLFizNl6eeAoYnJNrbBMkazAe6VXNdhosw97c8QVCIvQUAXkuRz2rKdggdKlYlAvc7FjaqR9QnWtgC0PiDSqnbTdmSGkN/hyaYKj9vLxgnAQ354Lq5zA8uEdYUQbmMK+YJDEID3VlkvKbdlwvsP9uJjLliq2tfCQrRfGCT+t2AcJKnPY375ja+OTREulhXWcYue2kNhSFtJvVpZrGfUWq2OUirec7Ar5f8UudVguGsdEUuEx8zgdW6RxapsXRoa5DbzcE7Ok5BPFYzWNgBhTCMbB5qL8/VjUSfeD5nBgzVa2UJzknkKPmu9P8WFXEMqnlQUFhrelFtGnhkYS6BKVdHcsCXhFNC2bvtMBE0h1wC3c8+nSwPQulAnQx7Xl5LX1Xd9AtBOgZi1TWRjmr9O9tTXYa4woDjZePsrZZUd3l9WVkn2Q2YOzm8B8G5JvD7Cq7XtlTDOBHzwODz8rA1LVfs6WMLQXhqW1PFJ8JBrG6e323GC0nyQs1p5nUJm+G7kW9oOiRCCgazUp+38DKrbpNKtbKCEuMm2kVkGEfBuFyaZADNxIGbtXs2wdfsU7fpEzi2rDbtCsM5l0D6dIhjNeR/bSemsg0pO9TVmBhVBK2OVzwgOiTKl/1Naz/2PFH+mmEJdbi8R6tT61J6gilyzGnKXZLLMhIy4/F3TXvIiQAhwI1Wxy20E7UPjOCarN1XURVD4AIKgugeY6OKWV3MBEYHjnKETgHyASQojA4jD4PvalBkFASohr1bMk5TcntF7/ax1qF1jdqQOCMaw9g3nY+KeWQacL4Pqbl0p7kKWqcXk1r2zM3PY/tGy9srObXNbyMIH7FyYTAl4b3i9sr16YCeSPebxXira18FCtF8a5vvcuHsY1qC0rfN4t7tMIvV0QSuvLjCrp+ueBrA+iJLujJBnsa+uE/hwPQ9pgjFU9gQdirYanTWMVyvSc2aE45KqHJlpbqdSdY/Ul3Ztf3YVATqRkg3MErDMcEYGrXtJPKNfPahZGUEET66d8qxI0LaY419L+46u/HLf2kvUDxvDrfqeY0Q6kVLE9U4EPjN8RIj2JHy/fjsfwEF9nvuE7P0aprWg+L+j1SpfiBXrAddGqqKn9WbmUtnAFySrzxEcj0vwAQ4Mw3rtiwswBpAB2zpmAFobnAhYDie+kpQ8BD8a8W1FZWdkTKMSDGsZReEBaCuq6r05HZM5110N9hPRt0R9HQiEdaxid+WQPBV+8ET1c8RjbrDqEWhGBHzwkDVmCVyCpaJ9HSxE+4WBcD+JrfeKlTXIDeOp8Gclbe78OCnjbVhZvhv5Vog9n6tgJqxyggghBGDnBCLTkm4mIM/4sgcdtc9zGSa8yg3e7fxZkyBESjhzw8f9e2sQVEO+Dv25t1YLFP68tkK5YTwF36p7DyIIQeBD2s5muNBOdgwPI5F9kdywQQS7SogGAXCxhzdxSuduXn7qzZ0qFFlL1TGR8BTC7HzQ39E0ft8uSKxkV/e3oRjQBpSTDfc0KXgK1jAK50FxwoMQW0x5ARvuFTw2RQBaG7yXxhBND0BcgD1z0rHXsuMz0GCac9PaWNmmw+ySUiUyYxJirVpIblnNJgDrmmT8IdP8iIdVd2ZJCkZ7uCA1+96xzrh/r+x1P//2UCSf9lRZJwsUC9F+YSDaV08WTAciwmNusbIySE4uIpNVsxMyyzAu3MUAtittXIOTgAejzs8QWwI5j/GI95ky8Zav6lSUcExff7c9TbaJAEOMzGirm0EBXVUfdmUxt/JnVyFQCfkqH7avUzBaEQfHfYl1FUGkc4LrnHZaQ1Df4iT19iLKbCDqUyVqJN4asKWvnVrXEEPP9nLz0TajF0QEO3+c6p62KZ3/z62q7X3QYyZUblNKmZegaoZT1/41J0Q8BBRC4/kUALiJyHZSXjDOTBnvgaQE8T4AtckEIkKeGTCa7Ra3hIGeL7f2Zq8yPpDer6JUfF3zZbdhW3isDE/euWWOWGWMVwN6ZU8ps9+5hWhPjYVovzAwdZTVFoyOJCffuYC3O3dSTv7kxg9Aa8K9VLWHyIGZST2pFhiDeF8iE28CkQYYdYGJ8Gpl8G4X4CrhYBcR6xqqoWzVvTuXNFgnATYMI7ZBJFaABc6fN8nSda7xBaFVfZGqzdW1qC+x7H3eQLyZCI85w4VuclAn2el310LqT96m9DFM5bF4TlXtdNgsH4eYGVaFDgwQ3L47QR2Grp/ELkFaY3OTbzsbmWwnf/Y56pYhSCn3IaaRV5fFpM/JTXFrnc8hskwno6ae+OuCrfmyDVGp5BsSDvqu8Hi9elk05DE3vSrZgJLsS3pl98Hi054eL+sMXxBTXxdcG7llZCbrlJN7Ga9n9ilklsFXTpE9B5f0z24j3j7o4FHQXOlk1uM1th+q7wyXYcaXPTB2IcC5AL6QWCcfMqBte5wP2Hm/TxKGDuw3uwD9icpAq+qqJx9jmd2F6cKC+gSjBVFPt68E5BkGiqQ9HgAR6UzbPiXHHwtMaPWANyERbxO01ZcPBMMSJ02ag8fqJDt9T51oTAXXkvqcQHSYI2EMnRUWNjf4ICAmQAAygIXE+DeFYYJ4wBid9KlvLeN6kvEqPAAWaSXSghiSZkYkfxLtD1cgk0kqHkSOAvuICKuMsSuunwfSBGti0vgNvdlMhFXNl/2QR1/2wJaVhdfn0RSy6Dni9cr28mQDwKuVwUM+vbR+8WlPj4VovzCktNsF10eSk68zwbYI2BSH4VdP22kl43WsDOHJzXfw2uTPvgQl8a78TlIYVqyIpiTgKTLAuSImIdJ2W2CCJSpD6rh2ffqg1oNTFb0klQ5xW/RnHH3Oi+BdnOwJEGwrD9l9JbhtWce/J0pVx1itp33o0yX3mbZgNBGBCwLvms8NIkJu+GC7+qBrQoejmuAaOAoeb0gir6Pqx/bQiSQfBMEL2MTjQRQnWdrP6xBkciJX+NBr8qxa1QaUYIYbBvVdinSPMdhLxg1TnCjRn4kINoWi1fza6su+HRkJPoA7kpEFqiYBmmXm5+Ca20vQjgLpOQDsJxQ5ku3tjck2Yx8KN/4kcD/UfdkE7bjSx5fdho0LeP3MiTZBW3j1SRcHgPfW01eyEwT6vLhkMn9BNxai/cJwmK+54BZg0hngdaaEQKvcftIAtCZklrFx8+2rfkZb5cGg6O3VCvbhlVG2l6kkMad9lVKbU3ZVWT+MpBMxdDANR4g0JO/9tcXrte0tszRMeG9t8W6nVWiRVJXX9OtEsHsfwcob66qKc84CkUgiDr4h+mtpP7GXeuAOkZemYDRAJwicA7ycPikMa+p60ZOYJfLehvp5MSXq4vGuJTMAY7lR0p48v4UXcDxrncjk8vcuuJ4kGziualOU7t+rhLzcbpGSwQn03rOrpNxTDLWDD0Atgf2W8+OnqtpAClYSQMJFJFkD4vhqTyXCPuRQ/fPpGB1XtrdXsnY1wVqK1ffbnAiJZFc91evMIDNaQDj33lJ4tUndavJgahAB762yXn2yU/DZtVufuRBg+OUG002NhWi/MGiIzq3XYgGgD+91ZrCyjP/n/NUHkhQlYJuZVrWnngDIWAl220xuOaisa6jPhOXhZDMRa8Pq3Xyz9YNT7A+/L/6Nmj+7ocf3pdgHaCfduihhYq1+n9oXXgRvtg6GaPC6ZYYRxKOP/cx3TFQwpg9Bq6LvqWGITvpXjSEEp8neSRYfoOe1EreaWiBAI54ngA/dkxlNqFe17zUYLVWz9YfD36c+8FWynSqWggCIHqM5VJuCF3APklcE7QJxbojZkEmyMXC0RUQgOrZR6PNSj9W1xRUGek7cspq9yg7bBa6tQW4Zr3J78fm5LQLs6vkRbSadKO8jjWcC3n/IbhJMdolFb8FpLET7hWFKX+WC81B4ldu9/6AP8Y3zV7vx5ZaxnWlVe4p9QFAS1tZjekpQ+b92JGLtgkqnXagOwNW39dQjlbxjCbW/98u9BrSlVFx+C/H2QeCiNLwuVRwCJduhM1H7ZDX7yp5YGigVP/Vd6vnef1/ydJMX3edmP9kxlQc6BDkrcKepqn2PwWht97EiADn2HuGiSraZYMEw0GukKz/gWvAQmJ4+ficCuOFkO4/3gGs+j5o0fiJq6Tl2cujEiFZhr7aKyDJdx3ygB3ospETx6s+5ZTxmZpTn6M4HrJ+ZfFnVaFmvbWICPngcv092XwydBF0wDAvRfmFYSPb8sKkEoOXxAeZ8wNaFoz6zY0M9rYTtDP2PY0rHU/unzNyu92jZw7iGlMK8i8EwXUfCxFTypyKcRV6qNLs6dr/VOL5KvH3h4X2UCUc/ffKPnUN4uYdfu0t2X5WUXgv1pVUX3yUVb4IPAU5Uhls/rwTRz+3VN8wTpTuLCIoLLmTDBG2Pfp/BaAfV7PS7ZDSp/D7dn3aVazpjAlvW3u4ujJpXcS6G+PidCMj3l5HncQLJX8MzVEEbt/EieMgMikIOzjcl2wbkw1Uq7ykAzXL/a39M5JYPZM+5YayswUNmRg0x2xQer55JAnlmCK9XWa/WZYYJHzz0I+RTYS4dR54rnsdZvaA3km9ywTzgWh7WqX3GEBJ2LvJMB3hzu9VeWmVlqLz2FtXrNlSJW+EDdk6P/5AKjobqGTjP2BTDqttU+zvhVs9ZicFtzlcS4EWDldjv2x6ZBqlzH5zya3flImRnLvMSJD972hdp6ZaH7QMf9vcVjr7ftomZRLhDvF7GlMoXDb2yh0B7TB9WXO4pGK1pNffTbYcvalDj/jiZeCwIQX0nMyDbTgQ8IJ1er6/TZDujikrjypvYtiUEoHCCVUbYOTrKh8iMHpvdhOdiCkAjAPkNvNk25pckZMyl3W1sH3HhA0KQu++r/ZAbPPZs35UZbf96q8n/hKWiPS0Wov3CwFGOt2AeeNp1t/PS2XOVqwXRdkw7H0a9MXL0nm1m1ubhnEFlCtLJmGbXMoRYi1hPO4+dv7y1mjWEV2ywdTrY6zcxUaXa+/dfSzpeXV6IEvm2sy4gyo5j1Xkd/fRDyW+bX9uH9smlFN52C1CFaVsmwA6TzqeJiypSRcx1VAs9BJvCI2eA7eXPCTfCOQ7Eqnagsqp4T8Fo4UR1tt5STScECZB9NoAx6tcWo+2/bj0lOjSdvggCUHsauQUdSMyvPuZvuc6J9FoqAmGdM5zHgZceQHzGTEe2sxiAZgfeA8aAYT5o12VZ23flhidJxBYAWxeu0tJqCjARXq9sr9AzQOX3763tLFSmPhz3kV8wHhai/cJgZ0hAXiq0n3F/cqttRgxWmUEIWuXWYJbLH/LqO5PZDF6HVmkNqyzc3qAKeQohqhIYAASjXn8pUC+z2ge7i0jp++PfOFS2XPOw+zhRNGRap3BBZ/29BsMZGlbhzQ1ji3BgR6iT0SpSwu8tQFCin6rL4nxv8pH6ZDe9XUlcN9mGxAq3E3gQrD3PapEmUcaCNXRAZu5BQt54a6/tyiBAnbOuYwugqtpC1U0AEOBuTLb9wKo2kK61Yw+uiedYFdd+BLVtRTrvnQ8wrMeAmbDdhYP9r7+X0Xtt29hHnImQXXnSj4mwzioTQOk5Y6bt7bx1HquMb17hHYohUnEi4FVuZzehcK5Fa8FpLET7hSE96AzTkjR4YzwV3dXsLjAT1mywjqS7iD1yXZCzqkhK2BhvT1TYrwXpODeTd9YaGky4rgkfRKXhIYChqgGaaMCUvNsn5eTU+M+r9IdNioxzlhWgBF09nEoGKYgGg/U4/kSElWFsRdvzhA6ib/l6fbObkBuDwHsicxzJ1IxEsrv2r2EChHqFawUIdk5giWAGeLgv9WU3oR6MBkSyPeMU8ubna30fysHvLO0nwkXCwXHSQbBWUG9JtgWxJ/iQ7glQwkq0J1GMfcX28L3X2y5Gcw5DPTR25wI400mnda4BolUveeq1XfhxJpgYSt4AtXZd8/mm7Uf3yzSk7UhzY/CYT3tfLKvaV+ohPQYec4OHnlJxw4T3e6aQXxsuCHq2+V4wEAvRfmHQJFr1vZ2RpbRgJLig1egxwExYsUHKETmXeKvkevxB8jmoj1XMHRDrBBcJdrVyyJEuTW3bOCUnb1r6GPLeLkiUMl+anOyCwFQGAiLAzivhtnxazZASg7euu5/zNdt5HS43+T6Bp6I6iG/2+lYhPUh2uRzDEN+shGmyEDgRBKfVyD7BVpf6sttQD0Yj0nvfHCeM9dJvNGgfXoOVt1jQgew0s6yBWyFtr/ZQJg/cnGwHUTY45DMAXEwit/FaPCLZMkzpcim4pZ5dv42IKAFcx3VeZ3QkJU82L/aXSckJe3J97QA0E+Xh6bhYJjxkBrk1eLxSBXZ3J0T7nqXiTZjjffS5YCHaLxCWk/9uubBuhc0F1exT6CLeQQQ+tFcN1hnDbW8ryGTSP7nhwSFQt0SyAjRVNJivl2BdlZNvd+Fg4mTv0N7v0yl59jky8TYEqK+6ToRFlNwVXqVvtqM/d5lH0KLcyAb2OR8DDJWqV1u7MO0nm061/BpCshOsaQ7XaltK8sv7EGA6/NvnKmr6oDEYjSl2ipvXs6xtH1D5PxwEjzdJqAE9ToSAXU1Gru8M8P68LItL4YHerb6qCAC8C1i3EI6r27NbOFKT8Ejb1EkZSjaVlDyLdo1rB6BZZqyy/XMhix7tdWYm8WS3Qa1W4Sb9pPsit4RXeX+p+OuVveo+PAdzu4c+JyxE+wXCmDSou33l8iUiiIxWze6DOvFO6xCCIMRBagjqzybgKsFoSqYp/kHZQ1lT8QlvNx5O7uP8LHp45dN2XROGCI8rAy+MbWwHVq5D5G764/gP2Etk4l1w0aPd9brzKoGz3Oz1k+iTr+cjMHDkIZ0STIgTA8cbxLxP1j512mjP8eGwVmVN9T7bXQjQ6rY0yMk1hG3aazal0B9JyGfk125q6dUMgki7hDrBGEZOcnC+6u+AguRmaeRDQ9GANKnE2lau4Tq+thGgzcrTdiwKH8CM8ppNUnLn5aAV57lSclXm6HdnVwxAywxjVQk+S4FnWs2+PuHduXkSbY7P1FVPjbVhwvsP9mb9sYfgToZbd4mFaL9AWCbc0IL44rFz4WZ9ixOYtHduE7wP+PCpUAIe11Owl4OKpD7MEl+rhmtR+e9UvdHq6d731od0ztd5uUcRe533GVQzUydBnBImtgPzwtgVAYyqfJVG3dNjycTbEHCc1NwE5/chRpk5JNxeAgwTchyS7WsFoHUR7Op7ErrWyPvLSJY1Kk+uHq9e+7dBTn6NnsJAkpAf3iHm1PJriAKTSBol1HWk87VK5lTZESdjasfwGggiGFKj0wkF3VYPvT6PvKpX3IQ2fzbQfc3tnMBklQyFKOk3hrAr9hNXpZQ8BBTu9BOt6svWcM/rPDDyWquuld2T7FuR3cKH2aVgrzPGY95f+r3OGK9X85WK13EPY657xUK0XyAMdw/yFkyLnZtH4FgbjGG895DhzdbdelVmCR9keP/q6C2/JVKozWufwcsOfhsHlCM9X33QiubUE+NDKmk+qNw8JdIDSsKBSF6EsAtylQA0w/sk4ZPvrcjFiZrj0IKME7xkDANheMvAJCcPIQB8vRZxybt6YImg+QR8du2H6lnLBOTW9B6Iq4WGD3zBhgkERgEAVybbTZNeIofDdYn/M6zkMcRfEICtF/XZU2WC66pEu32/d0mCRQ4l5OVniLDODXwI2BVSKiwsM0ymFe82oVjVl63Bmdd5VqwsH3iM19ZglTEeM3vTBGoBGvfxLZAZwmPeP8CMCXi9tr2r3nPBrYs/zxkL0X6BsBz70WJxaV8bLoSrVX4uQWa0X+aQ9mNjYo6zq0nyP3SfENKA+PaDBiC2ajEGWAHeCwp/+cSPq4Q2TY16KFofJAlnfaikEtwwadVBWyoO834n5UfVpy21qnNq41VVluhr5bsqodYVDUMlkKtMFo7V0VPt4ZrgJMDtBGwu773dF8wEU5eQMwHhNp7lhFOy8bR7GFpJHLq3OIaIVW0ZzIQsTRIFDfobew/sVUz6v/SzDx4ZqyqmbZl6TnC8Pxy+y7lQVrkJ+nz0XvYqKIKqoohKRdRY6JrvOrWUwofWa9owY53LgZxcq9sGJla361dZVmmjl+fTS8YJwCrjkjwSgHVmsLJatb31pDAA7Hy4iWw9YahMnAh4yDQ07l6q2FVMHYr6krEQ7ReIRLIN06i9ThecxjW92ZfiITconuQmpHduZ+XOqUz8nH2RhtNzEZGU0n4iZBljHQxEfAyyGvZdqaXUNTUaIS53aGiZCPDklIZV5eSpn+nOy2gnHiFlYZwfrsZM8JFQiQQ4H0qyo0FLPc9GKf/Xuq7pbxJVAFBkOYzT5EbD7kSl29QvmXwMWMMQdxhExYYgN0zj7nP9MGsLL6bzbBuJbO+qZDuleDsAJAhnKktEok8/VKxCHedZCEDoIGXaLaL9fAiIZDsz5Wka4lIP2bv+Q20van3T+aN+VqQmtPmz+5zzgD4T2gKu2uTkhhmcibZ+9KnifejLnnqyiqC+8kSmCap0WhnGw8pcNeW8C4UPZ93nx8BQmXhuVSY+hwmKczG3MddzwkK0XyhMTHNeiPZ1cU9Em0l7M99CQj6XydVzZOJ1EFEpkZwFKlJNiqzbGoY1sVIadCB46tbgU5L99Gt8hBCkNWOgDSJStsnauoCMNbAoDXKJ5KL8hESuDQ1vERZE07pF9lXRwu8DsHxAKTv1YdzwK6n+TWkZh/RKyUdMYIjnjCEq1ztBvdsBZmAF/1xYQ9pOLP5MdNv+2qHjoonFWWQxRO6SqldqVVfNQ1Byx+Ag2AGAl5MTDnqu6T+CDFcSCfTzTfzC9px08QDYh17vLUl4edOJBBZKnPtmgHT5s/skSQN7q0zXREKTnJwotqpkDSBN9x/DhHziSSombd+VttEyxUq2wcOV+3X3QeECVldM634pMvEmzGXM9RyxEO0XiswyMkNYbLjXg/Pd/XvniCymj07ZjqyOa3k9u3CuTLwJ6v+dzwDGMMowRCY6eMASETJDyMzeAxxqZDqR8VtO0vmgyeJDUCdBPk4ouBDKfrWpUjjkFDQx6M4MIE8p9d+LrlfT4qrj/fRvbc837X4nImRMB8Fb+7bQ8v9n7+9iZenWqnB8PHPOqu611t7vfs/xcM75H+WvXBgSw4UJGkSNEA0QIxKuNCEhOVca+QpBo8ELY7wQUYIXkBCvIDEqN2r8JpCoGKIoISGKUeKFRggfB+G8H3vt1V015/P8Lp45q6urq6qruqt69Vqrxpv17r17ddd3Vc8xnzHGU/0ZoFJfCAFGJxj0vQIEgRgze4Wny6/trKkUAJeCHCGqhjTgyhpTWRjO2b5UNTW869ucSBwRoSTW9np7loPziHUbmpNeSS03ZrKpZFE5xYnQ1uK7Evgx4t3rzx5xyRZBYM3x0C5rDG5Wer/4UhAgcGRxt6LYoUGwmlkmnVmDvBb4eA2hZ8dQhMsQ7dwZ3GR2MMF+6jLxNlyjXe+5YCHaLxS5Tf6c6w7mek7YPqFqdh03mYXv6A89Bx77ce8D46E8TSbeBmOpSpO9Bliz89ISdR9vQ4TcEmBjFVVUkXFpqXgbunpq96GpSnBOhaiFFwQTlASR9tkuPPdW9A1hVI/3vXZ6Az20FKXbjJ1HNVyIPOqEi7Zh6qqel0EQIgMnUeJtYtU7GIKNJNwMPEanos2v/Rhku28CxBCQ2R2JSxNdU2ybNQYr2m+nZw3B0C4kbRuv5zkG0zoxGu0xAIw9Tf4cAo8iub3LAg6ItzEESm0kex4bYyaHuoLRuuCMgVvp5ywZMASWCHe3Ri0hYXqrFoGwynYSfgOtsl+bVLwNnvW5OVRlMBZ5ZnDjhhNs4HnIxNtwBfWNZ4uFaL9Q5FZn14mWG+wSEJGrTxvvw13u8NHGX2TW87EuRxHBdqIqdgKBYvjg9VQMUsqvQZT3Djjg1hiAtZ2POIJh7LV/ewwwY1TLtPq25mY/uCswwMLIHMGRwcoZbAMjFUp3vd6HVa5Vpi5gHk6s22ANVZV45vlk+vVKJwSQqkIsEMZeSJq+TRUNze8Oavw9VVhXzlQBVyncakppeZtfW2XkZvbe3gld94KJpF8nS5Ivdocp2hglj3aSkrMIhKVKATdmPjl9umxUKn76pApDfblzPCsD4kRIDER0Kwdq8f8O9WfX0ReM1gYDws1aK6Hp3q6k3E7gvUxGuA0RbmrhakkqvnYW6yuUirehCIy1ma6qTYgEOxtHljUobhwpf2q4tpZqzwUL0X6hMLEak1mt6CyYFxrs8dhbcTqM0V7M98UFvAaPcJxYBA/FeV7sNtjoz76m2e/0PUpIFbbj++yZ9TlBBAutcjvoFzNHMnZp4u1F4AYODOrybGvQ6gfVkDEB24CVtbjLHXzQqtjQwUdgji3FpiE1JkaPhwlI9i45OpJp6Qi6YqDeIJli67N0LAAgSPsErTT/LoLg1YaxcqaqKBJJ5VmuE3Dg9HCrpl8b0Ov7Em2/JMnqG7CRfKaNqYLnZhrMGgIkYCf7r6TkAkMMHw6VHVPAUlKInAdhIGAesp1AoMr6YkGwtjb5eOJzui8YbX/dwLpGfHNjcbu2CKyTvIEZWUYV4S4H+Oy7cCgVV3J9zVLxNvggQHb+cohQTTIMPc9E2vLsJrdX9R0+F0R244MF02Eh2i8YuYstnJ5wpfWp4KnKxuvInUFgi80zu17KwNhMKBWv49r82UAaVMY/E8np2XUfdh7QJqiHeHPlA50PQ3tqJ98/Acgag/iY7XVQsV45g5VTOWdfVTR52cMMFUMT5ePFCbJaFsSqZn9y9LDt0KCgEKvbfaFfbRAAmxiSZpNv1pjo604zAOmdtXRpQkXOj4FiqF9TLm6NqjbmIJgJbYcjBY4mGGA/4n0CSKxeh5i0LtCJkZzM3uRukpITBIjnb6qjYe20ldHAAkPzVdbqt3+AHjuCwIDgcnNSVa+e9dAFgnY4SCTPgnCz2gWh3eYWQQy81xaglAmyTFPZCz+ccBMI62wXRPeUpOJt8MxnVVozq2qP1Yie9YmU3+b2ekJML4AnXAu6aixE+wVj8WlfDpeSL86NdWY00GXGCtGlrAxzSMWbuDZ/doKFBniVASDqfgYUgWMlcxjqxDtByTdq/XcjAZ+AhLPsraoTQVQyus6sJmIDu8mGloGUKhwYeaaE2xptqSW136cwtbmr+KnlUpIed1GkKYl1G9T3TAh8ZGamByFIinwGgnr9LSXv7O59ey2egla/zQDibVrC0QBNIsdM1VxgP8CRoOSzvj9pMicRbKox7VMIRPL8+w7CXHnsa6GFKTyNmDSY84xqKZDUAsl+NtFxjVa2EARuoO955OJbq5kCJd0lC7jkqjXfmHNTeoHLu9dbT/tWkn1I/CwRbGaxylD14SYHODeMcFtDe5Lw3BqsMoO10x7ZT1EWLEjhl8O33RqqCkljpN4mEuybF0awE17eHl8GC9F+wVh82peBf+Ky8TqIaHa/9iW+36Zo23UM1+jPrlAbRFqChibVoJkCMsnxUfKN1hNbJ+G1P/aurVTo3FPn0u63ThO49l6ufk27Cr4zNEoyKRBsS0GwQG61KvRu61EExqXmzVgabbYIVYsykSiJn4lYt0ErSylobCclH4MQZQ5JiRBEdmS6UQWu1gslQol491W8jSE4mD1fOTAv2U7P9zr53AfF3+//OfZRp9VrvS+P7UXyxxsj2oYv7rczBEsGwQgKZvAJSow9STwQe71PV4UOEJgZeihbdJPn5M9mABz0mFlDg/3XafKtef0SgFVmqgpz6lt9bJnOEpy1EDHwLCjJIHMMHxilB4LsKLcBIa8Fnlnate1a5/P35p4bfkCXCSJV3a2sRTbSxpBZqqT1T3EyYiq84F2fFQvRfsFYfNqXwXPrVW4M4VXsr/0U90yl4lN2Im7HNfqzExztKjvNAZ+IoCi706anRB8JH4rsSABTGvye6kv0QStJ9aT2S8EnX3yNYAfWoKvH0Mgkr3NdSs4nEFcl19gja6lylVKG0wRJG5oVbwtUHluiRNYvQ7aTP7spFa8jFbNTu6mx4Oh1P+WJq0FpVPV9FtRIOBE86etDjgkhpYq3b+OUhI4Dw0zcn5h6FtesdAv0uzs9P4YQbg1z261EK9m2us5VPm5GecHrLRdFdIKrtIxSCBxEJ5zsTvGyiq2q1pkdVQW+ZnT5tAnaqjZVr8eQZGuiPSgzvZL/l4L0fFowPRai/cKx+LTnR/lMZON1OGtwm7t5wtFmfNZvPWN7oWv9Gv3ZCcmPDOwnd4sItiU/Cok7FcdkhYTYpmwkRKSS3rLsKia5tTAUfeszzkUE3k12EFQ6GoRnD/bqgjTC7pKUnJniZOK47Woj28COcIfY+kjJ85Fl6QaCgnptySjBtEQHBNJaAri/HddYuIZUvAnaiS4OJOV9CJFgTzHplXzadTm5MYTc6DE+JidvVrGbmGLuor70AIBGtvDrgwF6l9X1m0S4Pev1mLluwh1qxFy90TtSTdBWmeeQuiT/z5xWqZ0lsEQfM6uiYJWNJ51dkMruE1VGsq86quw/8U+C/q8+saTbnV6nykYxZvvqPu3MUjVxmo3cT0MaCrfKzJMKhLsIrnOo8iywEO0XjsWnPT+eiz+7idwZiFi8K6e9duZ63m/KMKsfu4lr9WcDO2+yxS5pl0VQPDGSDXS3VQJimJgT8IidSq2rlHTUX9eJmtypJcCQoKi1AJsSmh8QKpkwSyRbpAnSs1p9Oi7ZrlvHGG2X5pnAIw9GEIF4dPpxQ5RKDyXclcScdwFXhMMpABvtBmFE/kAbEmk+ute082XTgCdcEE2dnroL+Cly8m45/D4m82nXMGUw2rFJzyFV5iCCUGpaeZa1E+4yMDLjsF6Zvd+vR/Zr7txOIqydqeTRzqgU/capZLoMjPsi4KEIg9QmaQKNOT5n9oIs57VWmWjtsXFiLE0A1893FieCbnKL29yNvhaIdJy7zuxR9dNLxpDn0oLTsBDtF47cptnPxac9B56TP7sNq8yCoSR2Kkz9uBcRbEo+CEiaE+aa/dlQopHCwFLy81Mk2QA6E7ANaTDQw8BrMxFs3+dZFajNxmrC8MoalLFt0hSQGHL14APKGglMEvsA3a85swU6t+vIOp0BJFZMx8jJGQLfQ7aBHeEeSvqAGunGjlDXybolAllCCKfR2SQVLwd0lKC6DL6nos2RYM9t2xgkJ2ceJXWf2qcNxHM4VTBaj2zcjqywBkTC3VLhFgZWDRK+tma0b7gJQvQgx1Cz9Hy7zR1uc4s8yuxvALx3o8/Fh9LjoQyq5CoZZeCqBSGz3nunWD+mgEAQRO/tMt5CqcuCs6kyr5MTel0Or15nVv3qmkO0kOshWA7RfFiI9guHiemMa2fwUD7FYfZ147n5s9twk9kqwXsKTDpQE8FDGS5+HjKjstVr9GcnWDJwVgfTRfk4nt8p0DbAN9BBqP7u+DJ84IMezJ2ok20bpeSGtQJ54mUmogQ/iP60Jb2TMQBrm69Z9Uct99/Q/TpVTs6xzdKxVm0s6t09JmNuwhiKKgWGAcHYVE0DqKUlWO+yCDBGpeJDkvOp+kx7JgKwb1O45JMqycnrCebJuwpy8IHjZPGw58PZPu0W+cEUwWgG+rzrwqnP6SACLtW64gzBkcEqNyhZYCOxX1uDfECP7S4QAGdMlVpuozz8NrO4WTmsOnzsxhBWmYU1BivH8Bmj8FwpuwrP8KyVTB4QrjcViDSUDrGSbWMeQ7OSDWjXi6RC2xQBn7xbwVmVjdfPmTMqp1+I9el4iSnrl8JCtBdoOmVmF6I9A56jP7sNt7kDi59sf6dQWGiLpnmTxbtg3fXKxhMyC2wJeCgDejp8PQnUfdoEwirX6scxKTOLoPCnqU6KIBAwMmvgyMA6JSvliObhbSnS7NsHvdaQVqFmlo83r9pEAsfgFDl5l2e7673spTOYqwkirXKVIcpio5c7Ee62/tsHy4DaQepEcshhIVCVaH1IJgiBtYXeY31TUJy0MEYqL7nEq8Aaiywem3II4Z7pmjw3GK2PSOtEyOnPagEq9cl6rSTPBwE7wa2zJ5NsQlQcOlMF166dxd1Kg87yluPh47VUVhMk+7931uBVTb4eWFA2PiNoeLMlWiNqZuzmaaba/9I1lP408S8EgjGnH2sNMfWwgVAYQuYsbnOD28whXwLNzsZ1j1aeNhaivQCrmNpoDT1a0M5zxXP1Z7fhLrd4u5VJqsdtvsoxYBG8G+hRmxo2ysbdmVLBuWGNwdZrhI0Ofp7uvZ8uOQKwynfeyK7TL6KEeEyP8DZoFTwgt7YW1CNxwNu3ve0SYZb+ZGlDWn2aUz5+KGc+fVlj5eRjyLbKihkyQk6eWYJPZBv7hNtZ0xkG1uURH+JLJrPzP+71ChdBEIbtjOG6HCwB1tlqEqFO/jUwzcI5PT6FD52E++wrsuM5pMFoh62zBi0S/f5rS+dXQFPrwG3J8CTazgt0EskmqKw/dyb2hddWXXcri7VzBxJ0Hxhbz/G8jFuX2h9sxQQqv3ZU1qQOB0FOV+ucAiJVJZnoz3axkv/mNt8LMRMB7ouA+yLAkErr1Yv9+PfUU8NS0J4PC9FeoEmVzmLlDN4VT7isdWV47v7sJogIdyuHt1t/9oRNe4TRMARWkn1ZEeYOmSU4oqtNHE/YegaLynCvWOE+CMmnvcr2e8a2EaFRMvEB8AFKts3OO9klJw9Rvtz1lOUjxN8Y0mTtueXjNZx9L0c5uQgNItwhltCGkqqxcnJnCYG1kgygRrhVnm9l1/6rLhNvxZCKds2fTURKZoLAJ5n1I3ICl6rZjWeVNQbWoPJwM1KwoL4/BEEZApixN1l0biBa39kTZsCMJ67O9BPpcwqhBCCL4YgJQURbJHr1Qw/N6TBEWFmVQOuknVr6bldO08pr5NFzJNfleHLduz8xs8OCDrppcaxyh/hnJTeXWou/+EIzSK2eNp5uhpQ8vqt+63cm9XTr6Lu8WIBNydiUaq9ZZdoXe6l0D8MShjYfFqK9AACwznQmcCHa0+El+LObMER4tXK43/pH2f/HJtmAyvPyK69mb8uAMjBMzadd79X81MCkMsvmoLZ+CZ4jEz+GEIBCeK+tTl1Ovg0MX3YT7LR9/ghRoTiBIwAMzV9lmlIRske4Bb2S8sAC0Lj2eGPk5MpZTJxE0H1kQD3w2PlGj6ecHzlf2PdnQwRlTSb+GHNxhF2Q2zEZb6p4atsqRpAd4dYJC0ERAjjohMW5V0vf1gRgtFf7WDX7HNm4BZBl+8niBGCdWxgibAPj4wePV+ust/2gjcF0mTUwpB7jdW5wlzusM1dNOKVjXZT8KN+tSQJuH5GQDZ30YwEeYvK6M+ppXzl71Zkpj42eCIMFZ2Ih2gsAaG/BLAZJlE91tH1leKky/B3ZDicnfZ9S0U5y8cck2RY6gB0T1HRplJ6xicF1LrYgSwPSc9sdPQYoSgbbChcSq0tTyMSPITBQEiO3h1U3kk5VbIVj1eyEqqptaPBnxqDOO7oS3c9dviOVlLNgj+zWwUFg7HGyW8cYObmNkm6/M6DG7VMCmoKu+yZHjgehUVWw1nuLmm+4GBLBPlbhbUMi3BxT8QMLOKaUO2via4zS60TFqYapVOHsOq4cBGZEArk7Igu3JxwLIEnF9z9roCS7/to2MEzpsWKDVU1GTtDPZzHYy1ntYHDb8F+nNn9FyRdtTXmtOMUu41ngtwH324Dcmki6p+kz/pzglkmI2bAQ7QUV1vEBVIalqj0F5hikPhWojNziXYGTBghjw7mugWQDKiO0xpxcJZkbZeC9vufWEsjEbR6REn0tINKMCfUu73fwSSFec1Wx26C+bPVse47Scej9kDkLK0pImgH9Ej2RQ1Cvak99vupXbfJrzgWi6A02Scq9f/0JVObv7DD/dR2VnPxIddsYJWM+6LbUfdgBSp4MCNLyZBlyutSfrfuhA/v9jbnEYJ8Q+2SfSCrrMJT87PtBfuqlVXlzZvRe1FZS40Pe+oj2mARygobX9e7PSHJBAPL4jN9bDrQK3Ty+ySqxDQxmwat1hnWmeTi5tcgcxXAzt6eG4dgtY1uGpe1qDecWL1KK+VvSEODbqD5YcHry/oLjWIj2ggrrzGLlLN5uF6I9BfwF+zZfI5Jn2xQBm5GNhq0Bhrbmlpgu/lj9QBMISTZ+nV9YgfU41WFJK27WEuC1WiXRe7dnu2ukzTYpObX9Sfu+L/Xk6S/aWrmMRQq/SQMlZuwx7SL2jr30VVF4QVH61kG8EhULa/RYl3HgyCPbOhmjOn9jaNIJvfr5uuQ8YWrzw6L7k+5lrVCf3kc5BNY2Qh2EK/XszaMMurnLHLfCIN4PtcUMetyIptNbu6uQJ5wjWz6GtGwbU57nIPRJQp4hEkqWqs97FgNWuZZqPZR0H1MzDa1qHws5MxhnTWiTiqf1rLKeCikD65WNFXAdZ71/k2Gd25jlsPtcYMGmDNj6hWC3YapnnURp+aYMWDuLm3yRlS9e9vmwEO0FFbLoLc0daZ/YBSdj7mrQU8JNbkGkbaSGYugAKPXJfowWXk1YMpU089qQJiNSemwiMylApiwDtl6J3ykTFtL4c/cPOXxT/Euq7yUvbArEoQEk3BhgZfcHtymISYOIdMB6yaui2Qs5F4LtSL9NlUFrNGxqbGdFIg3cE5q4LVRdNv4I95ShVIUkBE7P0WE9trsQRCBB9qTkBogtk3bnx5DEpO0WGTtSqyOprtG+qRGJ9xgsqgTkJkGb4ylhoNVrM0H1egyS59vF6rbmPVBsHWbALlo4YpU79Hm6j1ksoMs6tn/HrpcxxCpJvA9fb8/jsJWsXhPD3791WDmHdWbVruMM1tlu+O1Z+1tvlxarveD4PJhqgkpExyUPZcDKqXT/JRLOZCtZMA8Wor1gD6mqXXj/2JvypHENxO+asM6UbA8N26OBD/3NIwXDtCGzmj57Ld6vOvF7u/HY+PahrTHQVmRFgKXLVTJTVZxTw9bq1VpFjvRaqA+srEWV8L23vDgI25a8S8S9ENp6IRcsyKk/dbjyAzuCYVQkfQjIEEim7amdjmjqo/uYUF6j4WmVqvzEWytJyXNnooz68JyovJ/go9/48Pc6EcSiA/Su48OilXRTS1ROfbT3lnfarhwghbdNIQ0/FylUMXmMk6ebRYl3Ou4s3cT72B4MUTk49B+LocTCAMhi69Pm51fZLnzRUmxBZTWUMXMGK+ewcgbWEt6/yfYI3KZkBC6wyiwKzyiaXpIFnWCWo5aAU7D1muSeO4Pb/GW1CBtroVgwDgvRXrCH21xlNPfbx5fiPmW8ZH92F1ZO/VD3275OwYohX3Gb8vSwtalhQXFw9XhfzolYJ3KdJiDKwHjoke6nQXqS7l6DFEOgk1VBmXhFvHNHcNQ+mVEEBm9T6thlKrIiWgXtSgsvgiBHd/9fET1PFOXNJkrKkwy3D2kigg1NF/Rm0rGbZnFTIHm5EznS1kLHE7/rSK27ABy1tTtDMGTgQ5szWw9Ram/UZIbJswzsTxC1VeDOIcW7ivzx5PBLo/5ITsqN6ncDiHdJgJTcm2J+rKp9TFp+bFKCECdOW8iWNYTb2KvZWZXc5tk+sW4qskovcPnu32ny08sWt7n6sxcMQxCZlbikiY88htO9BMJ9jSq854SFaC/YAxHhJrO4zc3i1T4DS0W7HZk1mkh+xFOtlb7uAf/WX1cKa+qlemn5lY8VoTqxriOISqj7QETIKPXNpbNSg+eCIHFAwtYLiLT6nmTnPsqLjdmlPM99C7IISs9Hj1UZGETtAXnc8K0mwm0tYEUg3O9tNcbACE9W1U7H7honWQVK4pwjWAAiVBFeaSHeqYpcDzgD9FoRH2Btt/rEECGzmiTf9iyvfywpnfdINvbberUpdMbw40SsTXXNX+/AuO9+aCXeIoAQGILMGXAmcC6qUlgQhCGMneUlnmlmaZWHO/RPPhD6iYUGlVF1nHVCQ1U0d2uD1+scmbXIzK7H+rHzUQTGDTS1/aFgFLXA2futB2eaNr7gOC7VzaUIjOIdY+UM7lbuWUurn/O+XQMWor3gAHe5w7vM475YAjlOxUtt7TUEzhq8XhPeFdrLuQsGBm00pgyM7chwtTlhoP69dXaZme/AsfIT+tO0RQTb7TCfcp4Rsq1BiaCV7Su6fgkxzb3W6FME8AKwaEshQAfPbAHT0l5ragRmlGFYTVWgVZK2ljJ9ilETS7nWYlflbkjiTfRqM9HRHtxDQHQdsvEuMHZ+7eTrN7GkLBJfg/70Eb4AlZI7290hgKLPlli6gy1jdTvIfrZBUzbeuo4jQV1PhVifA0PtpFjEx2ebQMRGuX4KaYwTT6JVZ65ej6ngxlbxECnMbvd/vXYyY2IivK7bgeAywk1ukVsD6wiZSZOnOoF6l9vWCvcQsAjutx5lDJtsIuWM3OXLkPwYLi1i00n9QtWemX2W9+JL9KVfEstdveAAxhBuVg63RcD9QE/tgn1cE1G5RqRe29sYRNJ2tExLi6+UynpNyOPAbc5ZYa7I9fA2UNuScVykrzBRLmstg4WqNOzHhiVVQbQNbkKsKKctLViAgpFn6pnkZkz0BFB56/BzUH0OOkGUvKtArOaNOT+G4KD3gNRItzEEJ6T/PuO0pSN1Jae+E0GUQaX7LRFZsvukrQqkrI6LVKFmwK59mLYA669wUkNKXiXyRz82I1axoZXZY7Jxfb0WCGhqxPwZEOshYWV9sJRUCN3LEBGsa2nfItqFwFmqzrEeU9r9HWqPq4cUErRFYP3erMMZg5v89JaNngWbgmFMwG3ePQlYeIaIx13+PMncVHgMtY0IcL8N2JSM12v37OTkS0V7XixEe0Er7nKH+8zH3sQLxmKpaA/DKrOwlvBue5gcbg3tEW2RyydJHwMlb/YM1WyO/t8yjA98KwOjGDH1T0TIM0IRAB+rTI8tH85Mu0cSULLVFiDEEuW+EDyUDGegEwgTDCSGSsW7ECIpS4N8OfEZYbXMCVsjkgSg5PETAHWk6t5jn/dBYMBZAD3nNgVzNcnaXvu6KE8Wm/plt6NNSi6iRL1O3AGBMwYuSo4BTVGPp0yPMe0sWguhaocxxyuXRJpMn9opGjquKtLAMlP7t36m1UMPYO0M8hMl3SxKsFOOiDCw13+wBWVg3G8Fdyu3XBsdeMynU2DBB+/KZycnXzza82Ih2gtaYQ3hduXwrvB4WFpOjMLS2mscnNlJyeu+6+bgZ+v56rzvqZp9qqSwDT6o/7w8MeBqiC+7Dbm1sCbAIMAZQjFVwNZIqFS8u8oYmDu3rSnLVC7OoLBre3RKZSoEVtnn6E/uQ5PINRzt3KDhOpHUqizwtuAqWGrstl6zbDz5rdUzq6+JqLR7LCjKutEg4c5qOFfVJg5pPekdGn4mItj6gA3HNkO15aj/F7jJDVaZBaS9h7fF+X3krxnnakn0Hj1+IdaVY3l+fI25MzFUT4Mru4hSZgzWZ1SxC8/a5aF2MyWP+bGE5zIGpd2t3dUF3V0D2qT3l8ZzkpNTLUtiwTxYiPaCTtzlFu9yh01ZXFUV8dqxHKvxICLcrRycD3iIKoqaJVcrtFcUfgbsCGE+UTVbved8thpiWwwVJO9jlRHMg4YVmUcazFijg9yugUsIrBLxDuzIkRy8XrIALHBGB9pDBrGnSsX7oLkENFg2PhTWWeSM6CeupXN3hIUdgK7j2ZUkvk1i3USAgGoKgXNRBgFkt7zq6mj8hUVggyDPknKpocSxRsO6guBuZUGGEBrJ9M+lEjYXhvIWhk68rZzrlf8DgCPC2llkWfckniXCOjt94jSI4GHLCNL+XeVZkA849152ZPvYfr00XMMzCtjJybcl4/WNe7I+59UFMk1eOhaivaATzhrc5BarwmCzVLUH4womXJ8sVs7CGpWSAyq39CxXef3lxiAz5my/VuE13G0KFYQPDN8xyDsGIkKWEbwQPGmLmksqCPKGrLMJH6vKQ9D3Lh/JqCVUQUety4hS8akTAQTaR3fqKoIhwsoSAhMEUrXF2jFFQupIJZGAIxJwiZ+/pGxcCXX04lItyGzEYWERmDP9wHWoaiHAdQw+U7/0AJ0UMlG+nI6bwS7ALADwQYlV5gysSJVM3pZC/pwgIuNOZANDK9qAWjLynnZeBM15eHPjkHX4sM+ViQPtVewmPAvyzt/uI4jg402J16tsmZip48rGVz7KyV+t3JNMjs+OtMJbcD4Wor2gF7e5w20esCmLx96UJ4NrkDY9ZSQp+cYz3hUeH2/8qJ65l0CqZp/qzRYRbR/i+5PDxy5ze+aExMpYbIlhSKtu4QLycUvoTX8GgDKEs6XWTVSeaT4k3BI94HNN7/jAsNI/sXAKrDXIgnRW/feVzjsCbqDnYOt5T/O7/yhrSKqrT9eW33iFGr9MxHqqIh2ju83TqdDrLMA2lBUpab4OIpWcs2gv85SCTkRwBmBSApY5vb6NIzgR5M4ghO62bU8d5z41ki1iyOOn6w7SbhAE5wgZ2U6Sfa5MXGLLrnJAJkZgxjGf9v6ygY83JV6tspNsEs8R15ghoefJo/AalvaUpORLD/f5sRDtBb3IncFNZrHKzNmD+AULhqLq5545fIjysTfnAMmXPbaanQjc1k8tHEasvp631CwjmK2BNToBQGG+AoJWmtQX24cxJFsO/nIciXAbVh83EZ0VenZ8fVIRRKLjns0x0FA7i3IroyanqmRm0nZiHe86fwNnQBABiUzqZ/WsGeUukm2OFoIuGAJWjmK7Kn0tVa0Zem8msu2MtgN0Rnuk++dIuCd4aAyZ6EsTREEELp5/C9J2gHaX3r7KD58x58rEAbUOPBSHQZ5dGOrTrkMAvC2WynYd56baz4WtZ/h3Jd5bu0lzW+YCxUnuBfNiIdoLjuL12mFTBhSLV3sQrnDC9UmiDEocb1cOPjA2ZbiKASmBkGfj+mbPSbABJRvbCTzs1hCyDAixQqehXdNvcWYotk06Egw0spLdrLaOAQuw8YzgBcbSZIPavWAyAXwt1G/DAZltL/Fq0ZkOK8ZUq0W3fM4awtoRHvwYop2eW0/v4ZX80GZiCWRgddIbY6pe7buVHh4nS0qgM6eBapZMdTQZsbJtd5kOqU+3s7HDAAv4OZLuE3GMRxF0YhDQhPI809ZeTRK7aqhVLBFWTs/TORgiFW/DUJ92HSLA263Hq8WzDeD8sL05EVjwwUOJu9zhpqed2zVg8WdfBgvRXnAUzhq8imR76at9HPNQqZcFEcH9NsDGCpGzBneGlKw+cijayhHyEdVsHxgP5TQe7C6cGoDWBBEhNxYlCawVOJmWaA+RiSf4wJPLxfug1UU9jiEImLUqNjQ0Lfmfk7QxBZE13+fDfrWcmeA6B/39x34XGrb/d2cNXCOAqw/mwn78qTF1MFpCGQRc+qPLJWhyb6qirmL1mlmqtHqBTh6uWs61IUJuCbB6Haafp3tGzscxn3ZmCSvrtHpNWsVuTjyZOCkKTEewOUrF/Yj2iXWM8Wk313u/UbL90tPI5ZqZNnYTI0VQKfm1nq/Fn30ZLER7wSC8Wjk8FEErPkvvqgUzY1NyJX21xoAD6wA2s8iswaYMg0nElLAgrJwdFHrCLNj4cHKbrqE4JwCtDcZEX6MQQpS6nku2h8rEE8KI4LMmTslISCFX9U8GEQQvyGJbMCKqCDXXejGPaaXF8Wdv3RCYkXLSBN0GadfME8HHmYpEwNtWkVpn8SO1c5sKY4LRdr205YDLpcq+EmPR5XpW5UGEj68rlGAz67JCYIgxYOi9tLZm7/ryLDCBOyWbNqo9RDQ4LYTd9faS0ObTJigBX2cGt6vd8FWgExRNH/PKGWTGYpXRJBLZwIJ3RTjLJzzWp733WRG82/oX32dbrp1pRxSe8cX7Au/dZGeHps6BxZ99GSxEe8EgEBHeu8mw8QEfPfjH3pyrxhMuDF0FPDM2fqecyCyh3hbaxB7vPjC25fm+5DFY5QZ5T/9VYCcT31ygHDtFAFoTzgIuEDyZSaraQ2XiCYH7W3hNjT5SLyLYBgG8gMicH+LVsZ7ADGOmlfFZQ8gMqQKkRgoppmIn4l1NIEy69sujLRgt9RTX/tdAItDH7hgRVOoGQAkOAqpl70+YCGzU85esEzN6S2odW9PVY0ia0S3YeEEumoHSBSKCi6FqiXQz6z6+FHm5NQQJOgmVUt4taXhZEz7osyvhxlm8f5dN1nbJB8G7MpwddnqKT7uOkgX3hcerVXbWdjxlPKVnFQvw4UOJ12uHVUcg32Ng8WdfDgvRXjAY68zi9SrDtlSv6YJ2PP0h6+PioWFP6BqQOKtBNj71n555hiMjg9zaVulnwiVk4nVMEYDWRCLFqap9SqsvggaLjSHYABCEUZxZWR3z6cD7JDsRziT75j3fcoBF7DN+ckJx++uMmIA+8cAnzyw8c60qqBX5UCPeuQMktqh6yllLLMA2MLIk3T9jWSEcPsWDCMBK+OowoKpVXJKQ15Fk4wxBrrnrYBG8Kzy2npAbU11TaeKjiUS6U8Q2i1bUnyPxNlAFibOAOHMw1shz03qMON7HmdHJ0Dc304WHFV6f61PhFJ92HWUQvC08XuUvcwj/1B5TIsBHDx6v17iaFmCLP/tyeJl36YKTUQWj+SUYrQuLsv50FJ4Pqqf2CNGrE+7C8yyScgJhlWsAWtcg7xIy8b11ThSA1gQRwSBKxknTkdkSwoBwLQL2pNZjEERQjAjw6oKIgAYMxSo5byTUfECsWz4D7YXsaHxrLhHpzW8IE/eETlhlFu86szUEIoSSd5YgQ3r+rp10swDCUcpfO67iAXeG91BTwLuVB82GUvWJF3fkuk9J5CoPtzqxY1SSXIrEyjeOEm/93RUT74GHX6v9O2KtSov9Nnt1p3ZuTWsYmDUGmQXucgtrDFa2X3U0BttyX2E1BaZoUVV6xgMF3FwJcbsknqps/uONB4vg9gomSBZ/9uXw+Gd7wZPCEoy2YC6ISCchMANavSTCHVhQ+HCyx7cNfQFoPjDeFZcUsCvKmRLMAZXrc1DvqUrH+yc7tM0OHQyUh4JFDpOdz8GRTWARFKVOyhwj123wImAfYAcGuwFaYe1bSwphO4cktsEag9xq3/YmNEBtv9LOItGvrUTvWkh3nVj3NS9jCFhO2+aw573ueA9zdY0bEBztqth9cmADHFwrRARhlZATxUA+lvisO5141z3omikQjx3Oq/QPRXMLDbRbOxnAmLp1of8kUZSKe2FY7AeZGYp9smttvFiAjAirER0h+vBQhNb75lxM1Qt6U4bYWu7lke2nivttADPwav249Gu5Zi6HhWgvGI0lGK0fVzAmfZKoB6A1kTd82n2whnCTO+Ss5K04MR22Wl5HAJqIYOsfx0Yh0k6cpoJ1BAQl3D4YWCNwLZMdhpJE/PSBrUSSPdWThKi7ns0x9Xtb8tndARiABIY1A6tnA56V5wSj9SF3BsyHKeSJoLT7TmOlP6hCgIxKpC9ZTJLoZx0bBnZKu6/AMtgeEYJo0rvbVWGzI9Vs13FOBarkWWU6kZfZ3bbon9gj3iksre+aq+6Blu3Z2SN2Sfk7DzuqF+pHIj1pkt8ctX+nfnPVqgjIra1SwFMa/qmwFmBPWOU6meCsqm3a7hEfBG/W7aqjMZCYLF6e+d3RhSkX+1AEuKHPoGeCJ1rQrqD2MsHr9eOE2uUTKj4WHMdCtBeMxhKM1o+n/iXwGAhRet0FG6tqY+Z1rCHY3CLnKCtvtFUailV2GIDGrME4jzXRNGc1G4ihQyAE0kq1E0JggmENzrIGMKZdxjkWJZ92XoZCaoSFmQ/aa521bGh4n/CutVP3dgxb5hzBaESEPLPgwu/t+1BCLxBIlCQnqa+ZiXQncq1S+9PAURI/dPtEMOpeFgASAJftCB8dOZZ9vxeoRHmVqULCGr3/xMQQtGrCQf29nqWqdDszLjMgkd85Ww7l2XClx9FlWYNVRkdDKAFtH3hu+y4RwbvttJ0cmpgyT0QA3G/9o5G2x8C1tssag61nyIPHezeXP2/X4hN/KViI9oKTsM4s3qxzTVeeOPX4qWOIP3TBPt4V/RM2RFS1+RoLY7Q3dJ7ZqldyOZBsrazByu0HoJWB8fAIUvEErWbPv/bMqS/bWULGBmIF1hj4MJ2POATG1IX5VEFj2fUjBtp7WE+FAIEE6ZSSH/Nn1zFXMJo1Sla2cZJGyVbavuHLEcTjClSk8NzLoWqZxjhbaZDAQVSZMQDhlIvQaNWXYjJ43+Df4jgZFgBFJNvp/qpC0HQh0YctVcK6D/pTWTdGku65cM4WpGvKGX123zinVo8jZWADJdka6nfaFnAk2WFGkl1f11TnKojgvgh4tXr+Q/rnNJlQBMYH70q8uc0udt8S0BvoumB6PP+7csFseO/GoQgZfCjO7rP7nPCMvgcugrYAtDasnEF5JitLIUSrzEbCLZ3yQAvCOrO4yW3VAmlT8qyS7SHoC2uaEtYSbCCsnMHKWmyDwaYI2EjAFDw/iMzSxouj7LZe9RcRhJlIdrVeABy4VUp/zJ/dxFzBaM4aBNHJojSwO6ddUfJzn0q4d5Xa6a+DAIEZUNUOYXzl3EVzewpiO6ZAGBrwy9hVtju92LadeHvWc2Gh1g97Yl7CpdEk1vVtXlmDPDPwLCiK/rN0k2tlMLDsjtEIKMkOs3evqNZ34nZ2oYxhoH0t454Drv+KHgfPgg/elXj/QmR75ezk1qQF/ViI9oKTQUR4/zZH6RlffFcuKeQRyyNsHDYDzdenyMf7oOFpwFoMyqDVzuRhJRBuciXZ1ujg7aG43CCsD8XMnnCLFDJkkBmVUKr8WvtqZyIIZ6pYRAR+4v2oqtctA80QtAJ7CXgWCPO+lHzkRSs47Ak9BYi0qi2oVbMnWO5Ywh14J0WfE8eOYZDTZLyJIBFpyFjf7o6VaTO0sp13kO297WgQ75Sgn/pu2xg+JvK430pJZaKJ9rv+7V3hboC2U1xFiauLUvouHdG6Jisvg2CsMlaqSvYlu0ZMv8x3hYc107U1u0o8w10LLPgwku25J8emCgpcMBwL0V5wFjJr8P5djpIFH28WvzawSMfHoBjZ/9pZMznRVPIRCUiUG6+cRZYRcmdR+NDTHumyKMMMfbOxCxmyjZChzBF8qcdolRsEYXDQll/nqFj8hL7slNTcrMwSUpL39Mfs6DY1pOSnjN/nqmobIqytAZMm5k/JLeqEuy2tPLBWYC91NvQYthN/EZxkRbGkvmjBLkncMyPrKFsbnNDqDkoY85GBbprSDdTZCAlgrYEz0VueZPpVENrufIwO4Kfdmiiu1xCQO6uJ9XRYpR4CB4N1vk8InG3vPJEZfU4n8NhJrQvKxeuYQ8XxEvza12CNmAOeBR/N7NkmWmTjj4GFaC84G7e5w5sbldRuF7/2Ih0fge3I/qS5m55o10FEuMst7lYOr9cOWx9QRvm0Dylk6fGq2sUE95eBykrbiHUTzlBFWK0hZMYiZIIg2urrJALJjClOYRvBbg4hQkvS9qWQUsmdNT3NqLoxV1UbiCnkACDq8Z0aiXATNCRO5LIEe29bOo5hCOO3J6V+O0MoWWCMiXJlwKDdVz9UNt6EZ4Fhhjsj0R/YWRpCiP2mHSGj7mWm+6lOvgUxeT6+1pckTjivvZaFwc3qsJrvnMG2MTFigKrqnTCWwD4U8wafdWGuIM0ggvsy4NUV9GpeMA5FYHy88XjvJptl+evMPtsJmGvGcicumATvrTMUnvFboVhafi3PsUEowzBvdh2W+vs5nwtLhHVmcLdy2HrGQ6meW2cskCVJplYCA+8kmpeAP6EyS6Cq6jaEWB98ngjOmMrHnueEsLXwUUJe+HHbwxMEuXEkh8cG1ARNGX9MCDQhnkUlvGMRRD23U4IQe2MDYGthA4NnEGxokjej8BLDDM8PTTsF3FLVDifmHJhIsolIvdC1e6lkAYzsJfG39c4eg9ILTDZNaFZKyPcF4CLhbltuFcS2/+rg9ZyzpRbUSrKB+OyHQahpYW5yd7APgnjfDDhmmzLM1sLrGOaoaCeUnlFYRj5xoOI14LkPr7ae8XbrZwm2Wy+9sx8FC9FeMAmMiX7tmKL4kqn2Ih0fhlPVD5kjhHL6K4xAuM0t7lYZtj609sfWFGAo8Y5IbYiEozRWBBzTk6ccTHVV8glapd75HwkU/5xigJ7ZHdE2RMgtIYj2ZQ40PBgt9cs+FSJawR46kTelPP0caFAVw8Jg7LhXoGT1nD7lTaS+zwCQWWBLBpam9aeGsD8BJSLgkMIIJ1vNIDSVAXyqLxvaKztJodsq1d4zjNsRxfqxPnXby5KxyqcdICfCbckgz6ZNKj91WQaE9cr2fl47Iejf1z3tvoQFOKIE2Zbc+oy/FOauR7zbetibbJIWjNeEZ+0/j3goAgypWnQqmJjPseDyWIj2gsmQO4P3b3P4IPh4+3L92s/se20WeOaTKwnOGmAGi8JN7JddhnHJ4qm6Bas+wjqqcCIAkNiPWBD9kTrSYkm/Q6XXJELlf9TAJaAw2uqHsKvOXaKdj7MEVxJ83DjnCC6MD0Y7h/imtmzHxqbpSGjCeBK9Py6SFDewdqEeO1BklknJaZ2zq9JBpe0S5OzBf4i+5/bFpHZrqq645Hi5zqtPauUFTeFPJDszKhdvLilNjLjIwqeQ/atfm5HNMEMRhLEptC2WO8FL3YZTNtOAcLOyR0mhswTy6kPPe6pzxyY4y8DYjLQtPTUIgIfC49VqHhnyY+G5erSbuN8GzdOYqOf1zcSTdQuGYyHaCybF3cpVROUxZ4sfE1rFGNeb9qXhHC+/JYIjM6mvLrdGQ0IER/u1jsEunKh65aTlFD4gn+gL9xRkmYGP6fCnBKMFkZN82UNl4glE8TMs1zPhVSd5cdZlDAHj+LkpKjltCdiWACYCrNE+4yc8t1QmPvQ8xd7PF5STa7aC9lY/5bFsYz9ra4zKwQ1VoWJNeAbIMHLqr86OQRkEhqZVNiQIYotFEPKsu0o8FGN32YCwzo+TbCAG+TmLYwrYvrkUz3I14ZYyQ9hhHWWQ2SZpHgsvoaKd8PHGxwCz8777CcDtI44fXjoWor1gcry5yeAD47fuC5QzBO08BZgZfcRPHYHl7F7Uq8zAH+mrOhTOaMItY17f3DkoR3qhp0ZmDYpy5xEfG4zmR57vsTLxvXXF/tnXMhxrHpcgAgmH6oc+MDPskV7NQ9BWtRRElUhgwJoD2fcxpPfLABIrtb8ECEqOifcNHlAPzt6lWp93RjnwSS3eUgBamhyxVqXhRNIpmAheYNcnb2orCi9YZ/MRM4ZgU4az5eRjMiCGVrITLBHu7izut/1nsus5HuR6SDaAizynHooAt34aPdWH4CURbUDJtr1R5dGpuMmX3tmPiYVoL5gcRIRP3q3AAvzW/csMR0u9lxccYmjf7D44qxWmcxOlLRFuHAFMh5HVV4LHTM6uI88MHmrnbpUTeGsRnMrfuxQsgcdVSYfKxNtQ8q6iRkRXIR5vWz+LwHvEXtvHlzFFVTuFoO1tW+262pFtAKHdx5zItAjgRVPVGaelz8cFxn3TkMP+Y6EqhWSdoMpaMeyYFOG0BHdjawFoVJP+9yyKcFpLtz4ItOvA1H7tJpKc3FmDzI4naEPfbqMneyjJNqQZGsYQMquV2i60HXsRwcM2PGrXiCbkAkw7iGDjGTfPpKL50viiCPDRxuMTJ/bYJkzr9V4wHsvRXzALjCH8jlcrSCTb11opnAvL7GE7WPoHSGOgVe3TSbslwjo3ENBJidCXwlTH61xk1mBbcpXWvCchZ1O126pDRAarWs6pYgPRe2sItt5DGHRSa61p0b5+1rIu3MBeycIMnFHVtgM8uNYQJACwAAeVeNfJNbDrwzzlM11E4EXX3/forLIN9la9swkk206TgIcYgEYyzhtuiZCT0X7o2Fch9E3jWEfwLLBm2gp0gKpDzqluDYFAnzshjJOTD+0Znlp4Da2ap6DK9L26ykzvczEpLOrb8lBOG/j3lLAtA3Jnnnww2pBn2HNEYMHbrcfr9Xi//Tq3L04FcG244uHlgqcOawiffJXj/Rt3PX7JC8EtD7ZWFP60SmUbnD194GCIcJOZyid6zZijz/GpyBuk0BrCylmsMoO8JeDK87DznQj5qSQ7tVlrfqE99nNHutXFAJRsDz2/ATi5Gpfkz31g0eMv0BZsqdrGsiPZ6n/nmSZOBYFZt2Hk4lPAoKohpPKm+ugbDzH4SkZcXwaEzO4k487ut53qurYs9PkimOfeLUdkFpyLJCffljzo2hvSccORwe0okg3c5vtk38a2g32on+oy8NVMWNZxqep6CkZ76rj27+o5sSn5JDXg4s1+fCxEe8GsyKzBp16v8eYmuxrP5CXw1GeO58K53uwmVtn4RxhBSTYman81J/xIv+zcyKw5uI/zzCAjizyze+1DhgagBRYU/jzyFsKuyl7HY5/dIVc7i1Tbf/S9J05EtFWCkrqk9IytD1rBjNXrLA5oLRFsrJ6GM9QGY5DC7M697EX0eBWeUbJUnQ44Vjv7QFBZf/Jjp7Zee++hdlppalVvLxLT5qeDAGe1yTsFnhmb4vg9ekwZlBmDm7y9T3YXbnPbWsFfH3n2p20NIniYoUvFFLjkkz1NPj1lvGSiDQBvtx5+xPNEgwMXmvfYWM7AgtmRO4NPvVrh1frlOBUW6fgh5hioZ9aMkoKm6gjwNL60p56YOBdEhFXLF/dqRVhZi9zaqup9LABNEtE70Y+dEFgQIO2k+rEnUgayxSDSm5SccOpkRLrWA+sx35ZBk6ZZ0Hb0iVAN0NLZvqy3VWI1+sylxCp3/e+F54p0aPX8cCXGRnIduwbYjsFq81UDHCSDJ/n9lAiCUQPuKcAQbIrQu96+R+rKGtzkdhTJvslMJ1GwRrtPdEHihMrDdlg1/jFw6c16KK7Loz4W1z4xPjdEgI8f/OBzeLtaqtnXgIVoL7gI1pnFl7xe4fXqZZDt5BVcsMNcpHFM64vb3AJ0XoLnpSBRpnttyNxhVdtEv3buCLm1APpJEovKk4dOvKRBc/2nWlY8Rm0D+EefSxkVAsdHyfYpyfgG2tJoW4YduRywfYb0J3nsrTk87/PidCl5Are0AEwvJeJdBg3f40i6675sAnqfFc1rri1sLQXZTQ3vpyfwxyDQ1oybop28dlW0185iNVLCunamt1c2AKzyPqKtctswYRvIp44g8qTbrj6FyfG54VmOpu4DwMqZZ9XW7SnjZbCeBVeB29zhd7zWgeL9FbXYmAt2glTs54Ripi/4zBK2HkerX7eZBdEVkK+BOIdgzAkiQm4Ntg1WmPzaLALaojMqygdGEXjnX661hWrur9T+34Z6KypnCCy11HHdWPXl1pLIrxmBGQTTK8EVFuBIenbyrDNrgJfpuPW6juyuL7Z+3geASGCNqZZ9KWjw2vGgtMPPtT8TGLIXmLd7r75OZncNNX3ZTVDtIm+rZifMEYzGcbnZCUnq50KTyXVyLVUZ21LtU4/ssZklN9lxkg3oPW/JtJLp8spsN214jKDGjQ9YuXHy/WvBS69oJzyUAc4S1j2TV0vS+PVgORMLLopXKwd6b40vfLR59mTbGDrO/l4IfJgrQCkSP2ew6fDhEYCbzFaJwU9lgHHNPehzZzSUqTFQzBzhoSBk1sCzeiM1sVonDTSgqv08HQSHNf5dT5tOy2xWCtPAlar/yX4F98wWUZeAZ4ajbktEEEHb8EoiIU2BZoC2UBo7OBXBXns1QzqZVUayTUTaB/uiz7YorR9BtqWnkslyOOFGUMm4mDhBGriavOk6hlRj2l3ycsR3zEGKfVAC/xgEJEnJs1g5M9gnb44M1vnw0DNg96zOmo3Ve7DODe63++eaWbAJoZeIXAUe4REvoq0Yr/7YNGDM9QeXXhJvt17bnLZM7uXW7OWlLHhcLER7wcVxt3L47JsbfOGjDT7ePv0kzC4sXwo7zO01zq2JgVr7r6sn28I58/gNlUfi1OCrS4CIsGr01U79r4sQ4AOiDHqXqu1jCrSSZOwRcMW4/fV+n+gTEdBC4gOjCqRScq1Nv/ZJtkS1A1V/PiZ8YA2ea9kMwX5P7TThoId5/xiaI8Su+duuHAWqkW0gEjtD4IGp8tNgONmWjmr23hsaB9cYihVSTQ63cbIILDEU7nDSwhgCgk5oHHveBxa4iavaKRhtrCx7yvUXnhEC8HqtA3uC5jjkI4MqtYVXtye7C84QMmNQ1u79hyKAnsD372NN8D3FqvYig96HCPB24/H+bb73OgF4/YLykJ4ClrOx4FFwk1t85s0a9PFGwx0ee4NmwNLiSyEiKPy8Z5hIZVTvaioJAuF2ZXCTub0K3VOA9hW+7i02RGAv2Ir6aCE66GcBsozghVCy9rfeVn7sRgW6IkTNcnb8faOKvXs99s3GTrbKYEh94BjL2lSvZ0tbqNc+6U5/NzEM6xzifc4pTP2SW8k2C5h28u62g2eHpOrXfh2OSG0T2fasx9AQYKwB8yUlusPI9jHvcvPXllSFYS2pBLwxqA8iCF6qdoB1Uu3o+ISGbnkk2xNXtVMw2rF2V3MiCMOHgBU08Gzsd58hwk1uTt6HVW7gt+pZLz0jQOBk+f7tgohOfo/JN3lsLOOpQ5RB2+/V1Qm3K/ckMmheEhaiveDRsM4sPvveDSxt8cFDcZV+1HOwPOwUZdhJWedEZg0cMbzogPg2t3i1stoTePa1T4vLynKHIbAmQWvVM05cGIALib9nPBReSUnlv05+3x0ZF8jR/tLHsJs40f8bAAzaZ1A1AqpV9Z1sfEfClUDW/eIJxFIR7TrxNnSZSlQXMePYMspIOwkHhvXNruMYya6WSzrgTWQbiFVdocnbWHUjTtqYdnm9CI7uS92nnUi2sxTbenVX+lgEHJTsW6O9nTNnB1/Lc3i1AVV32Gz65Y6BIVPdT2Ng47P6nE4dNnZDeCg9Nr6WdnfleMyC8qZ8WkR7qWi3437rkTsTv5sId/nTOacvBQvRXvCoyJ3BZ95bwRrgt+/L2Xy8jwFDFAelz2efTsEle3euc4uHIuBuZfFqncHHlOWnhmvxZ7Oo9Dv1WN77XSLdorPq2o+ZwdCKa2DBNujEB0RV3VNMebAcLuUYwaAYlyB71fPdUkxaBu2T79BBvA0p0ZqbdCupJliT/l6T2kt3Jpqlw77ZbSDoJMSY525V2Q67BHSjMxEQ5kG9w6dAYFUwNCcUhiZxswAZETJLVVq4M8M8xSwABwYHnTAemjYyV1U7JZtPvdwhIKhC7WatEw4PW4+blYMdcBwtEW5XdhKrRu4IH20uM6k7FR6zRqudHxj5EyCwiz+7GyzAu23Aq7XD67V7UnaAl4KFaC94dDhr8CWv1yAi/PZ98SSJURecM/DPPPTtGC5JGtfO4iazyJ2pQl+eIh7Tn61txSQGl+1vh/qwBSEGoYkIhFWueV94BFYywSLwnkHQfsTitOZcRI/vOWg9NkeJNvVWuNROXjFxrWAfI94UopR4XtJdhoDAh8uVtkQvoFX63AaJ5+jUyU1nCZ6paq9mtIwOuqCUnEUgvJOVDqlmJxgAzlGsYEeSPVbybA0CgG1MAe5KHa8jzFXVDvMstw8Gmjxer4wyItnOXS85cmRwu5rOJ6wih92ynsIo4rFJ0bYIyG+un2gv1ex+PJQBr9fuyQXcvRQsRHvBVcAawpe8WsES4bfut1dT0TsXmSFsHnsjHhGe+WIVhtxa3K0MXq8zfPRQ4sOH8iLrnRqP4c9O5NoHiedsB+bd7wJzrKwCHKIvGho4luY0OJL0tAxrDXIwxOmfxRn3dls1GzheGRo7nBVEwjaAeAcGDIUqTCtJzNNyToWk4ywCgia672+jtO6ZGUiyQ1Av6zlwBggwe/57YwgkSsAvMc2l165WR4c+awyi4qhGssdWzOoBaKnfeAgBzvVXxRl6j7T13D4Hl6xqEwi5o8oe1bzkGMC7wuMmc63bs7IGq2zaMK6HQlPiHRn4pXf2IPiJq9raUlB2tqFoE0rP7cqek3I34p9E2LWKoJ3CKD1rtYVn0FBCM0yt85KwHI3rxkK0F1wNjCH8jlc5Mkv4wsfbJ1uNrOOl+7T9hSZM1pnF65XD3UqrKHymB/gxcUlFB4ug8Hzgo5dKMi6VJ9h7DT1q2zqJLadKltaEeWsNcmEUluBg4E+0E0jLsdFBWf/nKA3iTrwqmsTbACBDVZswlRLrMTMxqMtZoy2mRrfX2rXp2q1f4AP2SIvgMDzbEh2V7Oq5VRJcb091KqxR0lrW1ApE0essuEgyuYggABA+fryTD9taPXeuRX5+DATA1iY+DJGSDGgKtyVSz3fHtngW2BmKTz4I5rbdOmOQu92+pfyCJgTAu9LjBraqSBIIN5kZ1b5rCNTaos+UVW4QtoetB68R10CQijKMItosAmbNOUhdCiSqWE4+4nLwlz1kxuwVX5KSKE1uUnzuvdTx1k0ebRtFwM3i0b46LER7wVWBiPDmNscqs/iNjzZ4u3naieQv3ac9934bItytHO5WFne5+pPeFV5DigyhfILH/RJqjhAJcT2NPbWJKkMML5NIrrnf9xhi5dJa2mv31YS1hBwGEAbEdPbT7gJHItPE0OrGlG3tWTcIqdUV0S4Fm1m304egExBmeBXmwIfd+B0zoa5OZpGKWA8JQKuT7CmRqk6pAp9wyWTywKzHu+c470i2VrKHyuybcKaR6N6YsAgiYC+dcnKO2ztEaj4GjPkSyA0IeU6wZBqv91emH0q9D24yd3boWRtEBJtyd0WnYLRtuH7L1jUUZsuoVmpTHnDNRiSsSqtLx+gYooNrRkMJAQTBtvF+fd7qhJCGHD5v8p2CXwHg422JlRtvgVkwLxaiveAqsc4sfuf7N/h/91t88b580r7tl+zTnrOinRmDu5XF65us8ggWnvEQj/VN7lBunp58fE5/duBYwa6RXBGtXJdewMJRAju8IlR6qSrg1lDn9hMRrAWymBEuMKOSqtuq2XHBgz5/zKd9KjhWurXrlMrL0zhHJfWsFRirkz9tpKQuE++DZ0ZGu7RxYShbxPEAtLlIdgKRVtyZ08RijXAnObkc9rqfCkkJgFqP8b3tg3rpndVe2SmldywsDiu41qSKfm170C8n1/tl9OqPwnuBy4+/byiaMvEmhlTQRTT4dA4CsG3JGcgcwYfrJVgSq78cZSkppLEpua53SUjTaUlmndTWU8ioNyHglXV7xJrDdbSYHNvWS6vsQIEAIFS2m+dKvO9WtroGRIC3hcd76+yRt2pBHQvRXnC1cNbgM6/XuMmsSsnLpyklf6k+7Tn92Ukq/mqdVYPqwIL7ra/eYw0hdwbFE7MgzDG48SwofNhTGKT+5qUPKKPseazckkUrlYVPVW0D5tCZwkxEcBagSLaLgWSbBZ0EcegwzBAGp0Ofgrq8PJFuEQEoVmC8INCO7KXfN2Xix+CDVH7t5NM+Vpmdm2TXYYymeZeN4DsiwNI8cnL1gerfWQQk+73PCdGH7YySbKi0e+ytZgBY117BtaQ9rZvokpNz3NYpEreb65uqWt6UiTdB0EC5LhCAm8zCWYOHMkTlw3REJ4i0WsyICDcrg5nm1o4i3dccPcshtsOrfyNWuQ8TgEgzA1CFMw5rRZgUNA9lAAduvX4fG+deLwKg8PIsifc6MwcBaA9FwG285xZcBxaiveCqQUR4c5Nj5Z6ulPylPvDmqGYnqfirlcVtvt/K4qEIB5WN28wO7hF8DZhauVEGRuH3W3Mlgl3UCPapEyI+sFY/aq85ZyC+m9SlynYOAxCj9Mdl5NLx+yH+7L33E12khWAi3el8GlP3cnMM70IMVxvp4cau5VeqgNkez+sxkj0HGSHSdkueDxUalZy8Hpx0JpotvbTPtp5vgj6DndVkeBMJLzC+3Zy13VVwYwih55m3k5ObvclBM0N4mfcCe2JVO1X++wh2gqFu2bgjwjrfb931UAYQaLLAtm3R/dzIjHrB++ws5yJdw8wCH0vUYeBVNfa+74MI4KGTfM15B0NUZUpY0okwYVVb1Cd1N4auLt2boJaUKXFAvEnVFitrJ88OmBPOEF6t2inc/Tbgze3T2ZfnjoVoL3gSWGcWv+sTt/h/bzf44n35pDzPL9WnPfX+ZjZKxdfZXjsZQAnl1h8OqCgS84835ZOYoJmKBAbW3tZ1gs0cK9ghoPSH6eKnYFscVkGUSBtwT+AZEWklzANwDAqms996bzV7ZEVoLvl4Hxg6EDcgUAxKCywoWHZhXHZY/+aEwBxJDioZdOd7Q7u3PYEwPK17LJwhMA6l5EAkADYGF56ZUN523wQWGAM4ZyuSbYn20r7H7LWGpnUPXpXU9x9JlZMzRNS3HxiYoyNPQGojNvyaSgQ46wlxa6Jr29fWIG/5pYgGpN1Rf+uvIQgiexaYNuROQ7TG5kF0IXVnCCEGgZ1x38xgo29FUh0Fr8//FGjpoN5nzREgFF5muRbPQWanTaZvgwiwLRnbkisVXH7llW4Centmb3zAKz7/HlswDRaiveDJwBrCp2tS8s0TkpLnmYHfviyf9lQVbSLC2lm8XlvcrbKDLw+Rfcl4E9YQbnOH+6L7PdeCZmVuLDhKKeuklVmwTQS7lM7k8LHYlB5Fx/ZaQ4AcD6NzzoACQKTvayPbnd5sYHSakMrH94OrLgWGQAIDEj2XkfOXIvAS4IypEnSHILAgd6b3GPgBLbwmCB7vRZKSBwGU7xxWuBETyk8h3F0dBgwIRAY2SmhTKF0dapE93ntapfn976Eo2x3iVPGxCuqcmSUUDdBzb81x5pRk9H0p6W3QYLn99zsirDLbO8AX0dZftyt3NCG/D8Wx7/+46Jvc4H57WjbAlMS6iaktA20ILCg9w7fcVx7qt0iiAIcAIMPKmatpoZVfuMIcWPBQBDwgILOJdE8f4HcuXq3d0YmA+8WrfTVYiPaCJwUiwns3OW5yh//3dosP3j2NoLTcWryb1SF6XZjKn51Zg9vc4vXaYZ21P642JR+9BnJnUPRUTa8F59jJC8/Y+t1xTxLxjffwJSbtLVsGxrbsP+bH/Nr19+VgkDMgIPbZTvuATt+4ehxHb/qk6eNjICJa/Y99ZKsWYYlwR0l5bs0g4qUEsXtyJgQeZJm4xBAyVe6ZUPlVm9gj3GNC01qWlfzQqe1WRt19suvJ7a3bjjghNIB4EGn2wBAk77Yhws0MfCJIvwfcQFUlYyZ36rA12bgBsMrsYOkxC/Bu63G3cicRThYZ0FEibhvtJlqHzGMGEXjP8GFaYt3EXEQ7bX/T0nMMHoJ3xS7Hw8V7yDlz1oTIqSA8rpS9DDo5fY+A3BFyZw+UdI+BVYsvuw2bIuBV7q5ukuAlYiHaC54kMmvw/3tzgzfrDF/4eIv77XV7t61RSd4lWjddA/q8ikOQBkd3a4u7rPvLIgW5DMFdbvHx5rr92r3V2w54FmwbMvHSMzZRDhcmJNi6vkPfdxeO+bUTrDUASRwbM8qQkne713HqQPVSPm1gVy1OvWfrSC3CmoR76xnWCDJLMNQ90LTWQFjAhg6qsiHw4FC9S46h1Z9NCExxcqyDcMfQNMjx+7V5LnckW6X1zqgfXITa9/XIYXI9vuwmrCH4ME4gsC0DLIBsIJkfA27xgFsYOHd+dkia91xZg/yEbVeyHXC7sqPv5cLzUfVPfZHWqCqq67uCY46B94JLjSSm5j9BBNuCz5pQLb0gj+fVi8B7ATzDkVZ3+zIKpkbeE7J3aWimicc7CrjJDVbOPkrF3xrC6w5fdhMCrWq/Xqraj46FaC940rhdOfz/M4uPNiV+8+NtawLptWCVWZTh+uXLU+BUMktEWDmDV7nKxI+FkzwUYbDc+in4tcdcvV0y8U0RsCn5qH/xpO0TQRFEicuA91P0xPKAiRdrCCATA84YhdfKZt+yT0FqmTOXL7mO1Ju87xJtI9yB9Rg7g9aKY5JDa8K0gE0MV4P6t6+hLU8fbAwq65KTA4lwEwyij7ulyt2UjSeSnRQByZsN7Ke176HnUB3zZbd+xhy3TDRXXzBDvJLtKYmM9kc+XR7eBQPCylmss/NktUEED1vG7Wo4UU/PoGNoLq3p106y8NI/zv0yVaUxsGBbnkewq2WBEeSwgu1F4MsAKnfdPE5VQgzFpWXjQ8AiuN8GvCsCbjKtcF+qYnzMl92GhyLgbqlqPzoWor3gycMYwvu3Oe5W1y0n12CPx2k3cmmcwvGGyMTr6ApA64M1hJvc4t0V9jXXljDDLo4umfhD4bUf9gwkUkRQBNYK7YjDZ2PM7RDyYYlA1sQesQzP7TfM2LTxJsjQSeqBMUhS8aH3eyLcluL2dcjJDfYDvYKmiQGwVbueMaC5Tdqd6z0uJ09IVW4jsQdxbKFWn4ixMTU5EdX0vE0QCEI49BV3rXWIL7tzx8a2yWOAjaoZcjue3LchbX/uzKQSXAPCq7XF7cDK2jF4YTyUwG0+TJZb+n6lS0Lb8+EmN/jgIajSZ+IWc2OgtpfzyI8PgqJk+Imb9nnPsB3SZIEqqHyhad3WGKysmSxFPsGStt+6VmjOQMBDGbByBjc9qrup8GrlRt/HAuBdGTrTyRdcBsvRX/BscO1yckM6EHxqfZ1PwZiK9lCZeB3HAtD6sHIWZeCrk/EP4Ucsgk3Jeym6lUy8YIQZOyWXzOBIiMZ6F601YBkmNzeRbAcBcicogxzIjM+tpAx30p6GHeEdf40FAShI1RKskpNbIDeAdYdf2yUDxghCOI08POYEYJKTM7enk9dBlM49gUTAQrCin7cmtu+KExFtl0gQATHtJT63KRsMhvuym7CGEMK46yuIwEX5fxEEmfDJ0m5nUi9l/TzrHMzZSJ7uzGrbrimhz+Pjntxqsm8A6l8jIhInZlVdEiZqK3cqznl++RAtQTPtgQ+C1QC1sYhuiw/aI37lzGSKiafSZksE0aJVIM+UcM+R9L3KzMn33LvC4y5/HKn7AsVCtBc8O9Tl5P/vbYHNjH00x2Llnj/RHlqZNaTyw1crg9v8uEy8jiEBaH24zR3ebvxV+bWPHTMfZeFcq2I/bOeTie+vm5HEA6f2PnaWAC+DIgGJtOdrbg0MSRyIA4mEnTtoIJrPq71fVT6tWiyI7alQk5MHRgkDy4ckLASGp9MnD4jo7MT7c2EMkBsCC0W5/fGwq8wYuEzbpoGHVaA9MzLaVbuba0kk+5yKozV00D/8GJil2v6SBSI86JmYKtfa6u2Q6IzdjoPlk5LrRKIs5qk2PpQBxlBv8FYZhqt+KN7fpWdsA1cTSc4QbjKLd+Xj2bhOubbmJtgJAZqLMCYALYjgXRlgPCGPKopzntGrK26t1QZBahGmhHtowWAIMjvcl926baL31m2+0L3HwnLkFzxLJDn5e+sMH289fuvtVv28j7xdWfQMXqGyfTIcI6+GCOtMCfZNNo5gA0pkhgag9W3D3crh4215NVL+vgHx1u/L5H1g3G8DipJnkYnvbZfIXvX/VE6vvbO1/9Gxs8dRGmxt7D0NwIBRMgCZJsBrjp7azNOG7dXl5C6msm+99i7Pa9WjUjWdenxPwDXVOqoKdw/hJgCOALKxFREAm+/82KqmFwik9Vkbgmgfd+y3+EoJ4+fKeumEhzyL7BWevQjE80Ff62PE+mC5kJNaiBki5I4OJnXm8s6KAA/bgLtVd/VtaAYLi8qqQ0eWhLOEtVhsRlqPpsIYDhZEsN1OLxHvXWcQ2BPCyFgEGy/YBkYeQ/LG3kvO0JP2FBcloywL3K7sIAtcHzJLeHOTnT2xfL9diPZjYjnyC541jNEH1Xtrh/utx2++3eLd9vEINxEhcwbbJ9QDfCy6iJiNPVZfryxu8uN9ILuwKYcHoPVBEzyzqwlHa1Oyq1R813JFRINv3m7C5GnibUhSzfrhPufuSWT7WBJ5PTzNELT1FxFIGBza5b5joUXQ6ULRUoBZHVOq9YQFEqvbPp6T3BqADEJgWGfADJxSbLxGVeEh4QYA2cm6oSS5TSqurcJUYg4cEm9u+LVTi68xCeP9205wKuAYDJbDnt5BBOSBmxVV1d5TBt1l0AC6IVClEWkngAYsaFZZb4jWmJsWmaxvub/aPl8ka82R1mG5M4AAm3B5sj3kGtPcDdbn7wW2qY4Q5Cx2kOwuhWdk1iDPhrcIu4YWWudCoOR2WzJuc3fSPWMN4b31+SQbSMGp4Vkc26eIhWgveBEgIrxaZ7hbObzbBvzW/RYfb4f11Zwaa2efNdFuVvScMbjJLO7WFmtnz2ork4jmVLBGK9vX4Odvrt8H9V7XpeJvNx6bYv4qdkLyZScMTRvvQyLbvodsN9dCBDhHIDYwjlAGRuFP80DXYQxNEpzYRrITzo0aS+FoDIBjZdLEALEHZlhiGGOUQLKcVA26Qp5dIRFuEU2LN9GD7IPAGjOIQDaJt4ieE4t4PZrTWlT1gYzRkzQAJm6ZhkAREL3oiZCxANmJJBvQ60bbm3V/3hqD3FGvx/QSSdBFYGThsJLeZ7lqJm8bDCOzeaat34qZrTdNHPPx6rN/zsSNfkylyhHo+SwDw1qD9RHCbWMbsecCz4KPNiVyZ3CbD/dvG9IC0ZSV/U3JC9F+JCxEe8GLAhHhbu1wt3bYFB7/777ARw/+Yn11AW05Yyca4F8jkgQ6MwY3ucVdlFBNERKy9Tz5ucqswW0k24+K2n5tfdiTSfrAeLvxF21f52Xny06YKqnbRLJd+sMpg8DdBHxlTazsqZS8CMe97f3bcV5VW/MI+rfhHKJtIsmuIzBr26v4DCkltnAiAluARVt/pU2qu8W7xrhEBKL+NmSPCYIGJGWx4swADJ0+3aQt3lSan0XP7iomLVcZE5Jk5aheB/bPZddUj0Fs38S7HAA99vuVd4qy90SAnWmvJLMAG89YnShrF8TAtcZnTaziN+XpbUgtwi6BhzLgtubXTm3ymkgTr02ibEZMHa1zC9kC5QUUQoBOFnV9Fz6GTLwNfIJPuw+CaHcKjNwZrDomtVbZ8yHZdRSeUfphcnIi4L2b6UPVtmWAjGwPtmAaLER7wYvFOnf4XbnD9lXAR5sSHz6U2Fyo0nyTW7zdPL+e2ib22Hy1crhdWeR2uj6TMoE3uwu5NZDHbvslu32sS8U3JeP+IcyaKH6wKSIoW3SvAwt0g6CDfKMy6Pq6e9ZhYu/WzFkYIlirYUdDk4i7lnnKpNeufVf/Z0/tnlWRtWp9u7+UELCP5BnANgR4z7jJDUKwR0PB6ODvBGatDMZQ78qz/NjjMksasGStDs4zoxMjnqyS4qgmOOUKEOhES51AahDfuJ2Wikzvf86NDL8MLLAdRackx83jRO1YeA+4fCe1z+w4L2w+gIxPBRZgsw24jX7twIeTWWUMB2ubbmlOTh3DOjeQLS5CcNvO3WPKxLtwqk+7DwK9hssgWGf7becMkVphnimSnHxTMu465OQE4L11Nmk7vvr6t56x7mjdtmA+LER7wYvHKrP4ksy05TJfAAEAAElEQVTiU69W2BQBH2xKfPTgUU7JKhrIn1Eomom+85tMe2C/3ZQwM6TSbj2fnaDbh5WzOsB7pJR6FsG7IlSyPWZtYfZQ8MkV11NRMrdWN6ceBuqgk/bC1rr21WJ/oG+tgTFapbNG++v6E0qyhoAwsu48lGSPxd7iSL3qbVVTkZ28U327u9ZvKwcY43oJcrMqCwiEYv/1aoWSNqMi45ck4QYqVbaxN7YlVH8vo9SCSEmjRQzQi6R76Fmx0OUyy2APcxu6CKglGvWcDzj0adeRyPbKjSTbBJAR3GSmtWJ+/OPzeLOTIkTiOUs+/NTlbcuMlbV42Or3sVbmGdtS1NISlQmgXcAYATAZUAYCgUAGRydOiAg3K4N3W8w+oekOFCraTeLxo1r3ca5Puw/pu84Zxjq3sERYT2zduFaEKCdfZQZ3+X6F+dXazSqd35RhIdqPgIVoL1gQoV+2Djcrh8++p37YDzclPt74yWXeRISb/ArkyieCYssXTQ9XOVTuDCR+gc6BSxDgm8wixJYwl0RgwX2NZAcWfPRQPkoruCByIBkHpvFnt0HTkBk+9Fcm26q06vcmkAUyG6tCXkZPCIyxcowm2T3p5olYSI3fElDJo/u2IS3Si6hUPBLuhzJoUFqXH4+q/1VEeUemW9aFHRlvknATF0KRUE6SBo/oF05VbGhKdErNTuSsCUMEk8LNUpW755q1oCqlfesFZwYEd8JZinkCw5CC2fpQBMaK+mXkRIh+doKL5+hUIrM6o5ot8Z6WeE4Cq2qF0R+ICADFliGZYBNCTBKX/VaG0vgzwpj9VncEreQTaQ91a9SCQLTzciey/bCVWUlvfYKkiN0krotiKy7R+tKz4H7jscos3qxfFh3ZlowQStytNBj29crNToKLWKx4yqnuTxEv68pesGAgiAivbzK8vskQWPBxlJa/nTBAbeUMHoqnU9WmGNSzcgav1vql0PRazbUvWx8u5ml/lTu8lXKvyjonQqxcp/0rPePDd+Wj9fjuUnJM5c9ug5Io6ZxMSaFVnZ8nA+twspx8TFWbx5DsBtqIdR2JZKdd3a1mRxg1eO1wm6qKHgHvYivD1uDBGlFuwsdjVvcNo6d6zWkjRfujn0u822TiyS5QX+exo28MVT7dqmrKOgEjgKog9o6NaHL7DJJNSwaGwuBn45BLS0QHzfXnb0WsiTr7UYcTBtkEjGobF1jbifkQJ6XOpJH3W+2wUJTDJ9Ca0nFB7JYgorKB2mMmkXBj1EKwyi22Bc9S2U7+bBbBptiFt10jpvZpd0EfR4KPtwE3OZ61fLwJH8eWn32zxrolaX9qCICNX1p9XRrL0V6w4Ahs7Mn9/m0OZsG7wuNdEfB266vq0SkgIqxzi3fbR/QF94BIBwV5rFzf5haZM8htt8RrLonzpbzzCXe5w30ZZq9s+8C4jwoAgbam+fBdebFU8YPtaaSM1zGjkwKA3me5Ua9wc1Vm4ODrHDn5kKp2X7p4G3ZS2B257n6fVuIEKotte69I92QWx0q7jXraTRmwgkpVh1YjiWhXBd6lgFW/VyKthKGNgPcR775T2CcTb9nRQftS3yerMxgAYv9tQ1pVTdVWAUoWGNMt2z4HzhCKgRN3zAIMGHMLdKB+m+txG0KIfMDoyn1u+ivndWIdZNonF4vgg/sSZDDKtzrmDCYSHliQvmYMgBCl6sZM0/IN2D1jHorHjjsbhjl82m3InKa/3289Cku4zftbsz0XEAGvVhm2Xgn3q9X8YWWbknGbz7qKBQ0sRHvBghEwRtuEvVpn+DRwNvFeOYuH4nSyPiVOIdYHmGE/ysBVpe1SICK8yh3eYb6k78LzXrjbQxHw0YO/uB87QUR6q/iXIP8CJVgIO1mpxbBWPQmnysmp+n/7+4aS7KpqXZswaJLs6j3YrU5J7tGlH11/EIGFSs8Lz4DT9lVD7uFjwW1cbYJUBDxV4Y8Rbw1Lp0hcUH3WWU0Tt+ZQJt66DSc+LA+WbXbLM1C1Dosgi63EpnwmW2NgwrAa6YFPm2L7L1NXPOwq1ixANnA7WBjVjg8AgZA1kqDnJNZ1+KDPx5IZxAQ3cBLEoF/9MgQM/a7fFgIvoVbxPo94MzPui6dAsRVz+rQTmkn6ZRB8vPE6/njG1W1DwOt1VqmONiXDhxKv1+6sFqjHUAbW0MVFPn4xLER7wYIz0EW8H8qATaH+qyJw5wDaEGGVWWwunHZtavLCzGna50nEuoE51MWPFU4GIPa+DJP7zrc+7FXp77ceHz2Uj+rV6wpAA+bzZzfXoW2bCGQNQmAEjE8QTkhycmsNVo6xPUK4BYCB1BLf69u2q/S32UIJ6do/bJGVgsqa7bbqn6WaXLwLfdXsJhLZBnTgKsLIBtzXpxxpies7RrwFUcYdJPbLJayc1co1om92QPX9lGdMIvRtg0tDBIdd3+YsVocrb3HN612dgxO2wdn+qnYquqf8C2NV/n6M1AUW9WwP6JErGNdrfeV0/YHVjuF7Wu9NBal5sdPEn0BQeMEqGzJZNA1JISKsV4SiAApWb2uac1V/v0rNh3xXigg2hW7/U/LHXqLtaVv4F4vg7dZjnVncPMPwLmsIr9fZwfPIs+CDd1rZnlNKvikD7lYL/bsUliO9YMGEqBPvOlLoif7J2prEMwrPuMms9jic+Dst+SStIWTGIHOaHLuyBs4a7dk6QlY6BFPTMY5tTx4TK6ctZt5t/SR7tyl3PbJFBPfbgA8fmWR3BaAlzOnPrtZRuwEoemiJpbe6OQSGCCYSujwS7q1nrdbgMNU7kavq37Ea277NABDD0Vp+JxAgSZSbBBypwqvLENkPKDtc17hzEKIfNXMEzwIBH51E0zTx8+7iLuKdqrDOUZQ6x+AvBmxG1Xt6l33ChI+Beoz7CGt9mWVg2HjPW6DzhNT7au8mX6T+Dw23qz5uYTzHyr6+sueFr28zEdwIwuiDCqCHkO0xPm0R4H7jL5aIzaJ9pNP6Qm1iwjPDiU6g9WHAIRiFPDegEtjWVFUBguAFW6/bkzl0fpdyTBUX0m4ATwlzf/Ouj9yXmzIgBMbNys3uFb8UnNH8n679FgAfbz0KZryeSUq+9Yy71eSLXdCBp3XXL1jwRJE70zpzKzHh+rcftrjfhKriwKzVlJCqKayDuMrLSdq2xBBpv90o+zYEGDLa0iRK3MZ4NM/F1JMFj02yE3JrQCtNiT9nF7cNkv3RpsT9NmAWzf0IHGtld4mta+YCaYaBgTBOatslzXsHqALCDBG2FOAZkUTvlm+J4Kvq9CHJrrcgaiPX9bCz2t7g4BVK1e7q09Ufu0owVb875RwEEdgAGBurkuBq/7tAsZo7FdJxtwQl2YaQEWDMrsJcBgFBJdzWdVdx5yDZTTCrbPmYfLMKIdt/tVcWQBlhOyBv4pSj74OAiI+GSfX5tEUEPgi8F6xyg+0FncQ+9sWu5ilEDq7DohDcHCEIc0his8yACNi0fB8FYYRyl5afWao6JITA2MR9arb1egqQGQPRDLVXs5soWeA3pfaefuJS8txqkOyQ8di2ZDCXeHOTTT5+84F72wgumBYL0V6w4BFBRMgziy+xNzDYPjLduj7M5Y8+BZk1eL3O8PG2PGlCofBcDdREBB+8K/AQB92P+YXXF4CWcIlw3KZM0SL6aQ1AgVEeqao3iXXXJhNpq7Ab48As2IaAEBBloVKlN4fAqCt9uwh2N7neXyfVfp8kwp37UlsuRI9NnXh3V70Pf+cFcLGKmSrbWQ/ZHtP3+RhMSg63RicBtbMxGAAJI/Cukq01Wa0UWmgAXpM0jZkASPLeQd70xr9LFtgZgtEsqc+3Tz0CDA9Ea6L0DCIg6/W4H/q0fWCUXkkjADhjLiZxFhFsS4FvPITa7CoMQRm4k3AZYLbtds7ghlAR5yYE+iz1DJhyp+xI99lTJNpAfA7NsOk3mR18f4kAb7ceK2dGfe6akDszOuysDColf3OTTXpdCzDYbrLgfCxEe8GCK4A1hLuVw9sn2lc7YUpPV2C5eAjaMVhDeL3K8HbrR+1rCvZJqJPshCM5VLPBD0hDnjsIra1/dj3t1loDMgLvuRYwNoxYd2GPcFtBCIKCtZ83CYOFgMpbvU+w62FmYy/5evuuIZC99UQ5tuwq3seWpbJ1Zc8U/bZEjKwjIO1c+ThBq9WZ0T8pEmxjdyFoAHQSQ2IlmwAyu+TsAK0GhqDnqLIPDNyozDTbdw3Y6BpE1C+ZtfRuPxeZMQg9eQhp/aei8FxJ8VuXDSXyRHrvl37fd03AIC/0FFBZNbc+X7oeS6WXzmC0qfzZXbDW4Iaoc5sTtrX2gpYMVhk92fAprvcOnAiZpZMCv7axD/RTk5Lfrixuxsb9R3gWfPBQ4r2JQ9LKIFhs2pfBcpgXLLgS3OYWD+Xl+kXPgSml49tjZZ9HggaZOLzb+qNVVmC/hRfQTrIfC567g/rqmPuKbFYqMzokCoYIzhlsy4AQdj2Rz0Ui3NYSMjHV4B9SYuOls6o9fj3d/ai70BWAVifeJLvld1WeRGKSMpSg+CAgcGca+Vj5eCLXjrBfvTbH+2lr5Q9V0rwxO2LNADgIQgiwlnTQ34NTpOJA+/Z57iZ05yCFnRW+e19STsBJ6xZ9dq5de+VPg7lCtZ4mcnd6GOYYhCDYlN3u79DBtAWC0gvylsmASxTojCHcrExMJD88gkXMYEkIwigCYbMV5BkqWflTwbF77hSszzhRSUr+enUYJnZtaCaLn4oQyfabm2wy+XzhGVh82hfB0zY8LFjwjECkBO4pY8qv5GvxZ7fBkIbeHUtEDSx7ieUfPRSdCeY0hz7vCPyAQdQpAVSjUVuBgXqK6wis1WyVxo6rCI8B0S7AKs8d1rlBbqkK7moLNRu0XADWjCPZigHnJ/5oaBtHb2vzPfoCy27gXAaV67YR6iHjVw0503DFVeawzgwyZ5AZQmZN9GOP22eGXpOF1xCktG0ct3fbeL0OCw17nKr/rghmm/RUafaR9Z+xfGZNyt5bXgyW3BRqYWl7upp4DOeGD9xLstv82Xuf77huL0ViNZHcYO3MLkVBBNuCW/MunDEIUFXTu41ew08Fx2xFY7F259sSRICPN+XRbJHHRO4M3tzmk1WhRYAP35WTFSB8x3N0wfR42qP6BQueGVbOYu0Ymyut5h7FRM9tH3s9XjvWmYUzBvfFoZQ8tXpLr95vPN5ur+e8ejnuzQYu0+KlvoqU3quycNH+1Y33W2sAEXCYrt2QCOA9o2AVhRKAzFpAGEQCA/Vst21PH+p+bBoxaTGmnVf1GezajNXl5Ywdeeb4JmN2lW3bqGz3yccNGVijwU9pDJnaBU5VYBJoAB7FVmCp7VcAABGYIHuV79FS8Qa6NnsurzagmQ/bnhuQa/7eU+C9wBLDEKH0eh+lM0rcvtxLSMZ9LauiC8faCQp04iWv2UtSKOgl4SJp3BQB7wpBW6d0on3ZOEPwUApMqVX5qTt/TI0pbUNDA9CGQKBtMW9X7mgA4CVBpG1B1zO0JRMAHz94yBpnL3/xaV8OC9FesODK8GrtsH17qYYqE2Oi8cI1haAdg7NRSl74qu8ri1ayE1F6KDw+3JS9y7n0UKtLmnmAC1yIaWY9DZfKMuDYlIQlDdkKQfZSyU8Zs4ag1eoiemdZAOEoTycCkcA6AwslwCJKXDx3V/xVJn5O9f28A9+UlwdC5WtkUZ83CPGaFbhGNdAQaZgTDIzV1HBjVBZO0RuuBPuszTy6D4lwG9qFvTF0IkuYcZPbs0h27/pFA63cmUQoXSP6s2/29zUCjPgeCCBswA7VgyFtQS0TL/5dO080yZqI4OMHD2cPbRhtlazMmNmOY0JZ8l6brC4MeTT5IMjsbhJkbn92F6qsBINWLX5XCBpDsCkFBkCemUn9t1OCY/eFKSYDpg4yS2RbcnsVhNEawqvVtF7qJgTAxxsPEcFNfh6FW3zal8FyiBcsuDI85WC0qSpa1ywbb4MhwqtVhq0PeLf1eFcE7SUMben14cN1ncsggqGqu0uoy7RSzBBDFelNzKS++gNCgl24U2hsKHX8vRkglj4XWI+J8H6V3BIgNc8yUep/TcgQiTdrtTsRb9TI6N6aadjxPKWa3bs8RBk07SrsgUUrbaSVWzKxegwD69TPHSR6rJEmDY57rueAVl/0GjGR8GekvvqSBSIMa8+oDPZ8zAfB0CKchvqpIT5lCAh3n0sBItFu2SQW0KCLIF6XQDX5oZNAer5ZCKuG77q5RiV7857UTcEHyeJdGDIJKNBWZFmsaj8GzxIRPGz1nK8yA8tA0Uglb05gNcHQJHNbaku1S6W9jwHjpBD8PThzWgDaEKRJ7WNWrjlxSqr4OUjquHPI9uLTvgwWor1gwRXiqQajTeEzLgNfRK48B1bOovAMEf0SLDzji+/KYfszlIVNgDDCeDfHJVhV+GJ7rYettiVylk6q41pLICFwDEkDmgR9b+0QRhWoBuwS7qv2WKlKhRiWRrve2k0QAWQNDIAMkZiLxMmDXQU8NnJrXcYhpj/oIoCQTmqQxAoxqwzfGoIFsMosMrurkCYP/1UoW+O9occTqBcwvQjYy35C+Sh07yCLeoJdbbnpfHJSPaSJkZGnjWL7s6LlJhvrn0ykXZP5d58toM+hPIshdTFosC5NX+fztUzS8DWpWocNef/QffdB4GJV+9IhYyKCzVZQn5ZzxsDm2is9tfYaKmcPUBVUZgzy7Lrk5HIm0yYAN/m8JHhT6uT2qzOrvGNhCLhduUepqL/dBs0LOHGCYemnfRksRHvBgitECkb74F2/3PjaMMXz+poDTo6h8AzPgruVxf3G44v3A0k2cLH+XixytI9vHVNEoSW/NcdWXF6kIsVB9DVrzFlrMgQYRwhC4NDtLEwV8yStZtZWPNX7K8JUrxSqZ5ml+xon7KTVwP64VImYhpWVQd3Pqb1VKt7vv/eEA9CBXRg5wRGqKjaRbqs1hNwabcWF1OvZxM8e9jd+PFCUr6tSwCevttW2YCmhnEOAHRuKduStZRAQiRJrSefunH3ZwVoDBz4IJhyzeBGt7vqOZ03JAvJRwVBd4B65s7hxdjbbipJRxhgjFGP4vjO0cr/q6Qs/F7Y9nux1buGZq44AY1AyI2yvS06u32GnH9/b3F7k/JSe8VZK3OWXqSyvM4ubC+1bF95uPAzRSd53VQotPu25sRDtBQuuFCtnsc40nfUloRzqHb4ycCNh/KEIyB2wLWlQoMylvqovQZyaxJprr3OQvYG3iFTkaQpY0hZTTTk5i5Ls/QRu7pTuVtuHenVREEKNvEYPtjX9latUFbfGwpr97ZLItBmpKqre77RRO063+z+1aEeIDv2gSYaaKvMEDQ1L/04oAyMHEMjAs8CYVI1Ln37ce9KCYJ1K2etQcs0QUCUdDwCCZziiwXLy5jtSxVpqxNoHma2dkDMUq+M7DL1LQ9Br+Nj7y8AwtJOQM6s0gCG4L4KGicWAO2e0Nds5UFl1f7/pNoxtJ+W94NXq0iSbW1t71eGMwU1uEAKqntpD8RTk5EOxcpedMCiD4H7rcTejjDuzhNt8Xi/2UAiAjx5KvLk9rfXXU1NNPkUsRHvBgivGe2uH8okkcAPnp75qZeZaKmjDISK4L3xF4j64L7BlhrUGN0bgvexXTVtwibGUJBI35jMD3tNFrOu/bxLsBDNDuy6ifTl5Gbgit8ovtH94atk1fLkE0K7Fl4GAQFXFekj4GTUsAqn/tYX+hKADuS50yWqJ6KgflNCeDJ4qG06UXBrSVGwigiUZFE41B3bkj+BD94RjgF5f9YTyJCcf01c7CIO5/R4JzLBmnsoPkbbVGhMCGUSfK0OJrAB7nmZgPwFapfAMz8AWsSe5NcjseNKdKtmnJFaP/arjZpDDzChKRjlgsjLZGKxRS0ySk4/B1cjJTzy+1pwuaz4HJev38atVNulyH1Mm3gcB8OFDiU/c5qMnA4e0+FxwHhaivWDBFYOI8OYmwxfviyeRQn7uOOCpPvQ35U76+XbjcV9TIRARsoxgHancsKMSQgY4GrV9JjyPH5R2vV0kSmlZOjc7vSd0JHOrF3i+3abaX4hjCFzl9ZWTesRW6de1KnxF1kVgYgJxWxgaEAOr0F6xHNKz/JzBtqBbAiqIwXACbIoAyVVVYw1BOe7l7s0kYU+keQgENTl5bP3FUDmp62n/xawkuuD+PQxyfsutPhgi5A2/dpt/MiXelyc8K70IrOiERJpI6QJDJ1+KoNuWWZ3IGXI+NkX7pNoQjI2psCCUAcim5VStKD0Prk7XW04ZQ7hZWfjAKMrxLQmTnHyd20epbp9iHyIAt48YTlYGJdt3E3m2r0Em3gcRJdvv32SjrpGxCpIF47EQ7QULrhyZNXi1dvh4c13J1W049yvoKfqzC7/re156xocPRev7DBFuVkpatuVhJeoSX+BjKyrN6qnECjAHHB1IB+YDOWwT1hrwTOc8CCqvNhFBaH+SQeS0AaQzBrDUGSiXUqcBqar1zXPbrGpXn73A5c/SrZ5gEZDEJO8yAAxkMUTrUuMxC4JpaUk1FFXrL+HoR9f9YWY4d9ijHSCYgQFqwqLehJmgfu3QqTphEZQjqtht8J6xXrtRwZUsgq0XbH3y8HeT7k3Bg4PP2jA2BM46AoMRmGaT9gNqOxmqOLCmfVtcDB4so8JpDBiarp1bgzy7rGT5lIzOm0eaFKij8AxD4aw08muSiR9DYFGyfZsNnqB8qsWNp4SFaC9Y8ARwmzsUnq+/v/SZ36tPzZ9d92UHEfz2/fZotaJLTj73kIRPrOAC+gWewsuOnSEl4ny0Su1iIu8c1ewQdpXr+t+NiXJy5s7gqC6kBOE0fpFI2PqQ2pQxkqw8tcc6JNrNULSxGHr9SBWt3o7ADDIGPgi2YG0JhugNn+kiJQDmTILdRBCBBIGNQVleGMVW4Ox+6N6YQZBngZ25SOeMAccWc3X9QUrGP/cbIA3ATw05DCIIkXQ7Y5BZVGqBshzewqsLo6wc2OUSeC+w+TwXaGDBphy+X3V5fhNEhDxThUDhZZAMvY4iMEIA1qvLScnHXikrZ07yC8+BTRlgCKPl3s5oqN21ycSPwUey/eZmGNkOPF2f9AXtWIj2ggVPBO+tM/zWfXHVra/OGSQ/RX923Zf94X3Z2qanDXU5eVGKVkeJYDAsOO0UjPX5c/SAFmVbtu4hjsnE67DolvKeA5Fd26763+sgUpLsYmAaH9leA4BqaeLV60SNoLSe7UrviyFbhuhQPn6h+/rYavQ+DLDWoIi+aGsIwgJpqc4fgPZrpSlPjXa/3vvdYIn4CYeHAbDX1nHp496HGJQWk9VHXIYaWDeffBw49GsfSxQfA/Vda4XfmvOX56On25Tq6z93G8d+t9XD3eYiDCyCbTFkijFuk6G9VnBdIENY5YScCWUYV+EOYDxstR3fRdqajTgt1mjf9mvCu0LbYOUDvnMyS7jJHLIr24cxKIPg7dbj9XqYnyKwHM33WHA6FqK9YMETgTHRr/2uXZp8DTjnUf3UJEwPZWj4ssdL+w0R1jlBROWEG+LZCNfQ48siVRU4yPE0Y2CYTDzBAHuDw6n2ti4V14Tx9ikLrvXpNSZObrQQbq08HxLsBCKdMOjqr92F5IUWZd9Vcvm5l/9QfpF82pUfXNJEwH6VM0TptUiAMwbGaNXQQFPdO1WhA65fA63omRh/3u0cr2/3OIhEJUY611UyuRJC8azX4UhixiwwMw9Kk19bWFAyJpl8M9DwMyIN7/MTEtOCA7YlwyRZ+QhvfR1jibarjWAZqtiZUnGw65U9fLvykdcGGT3XmdPvgPJIaGYCQ7+DMjZYzSwlH3paki/7Gquj77YetHKdlfbcGdxk9klIxIdgUzIyGwaF0XkWPLHC/ZPCQrQXLHhCyJ3Bq5XD2+11+rWTNPYU0vCU/NmBBdsYeOZDty97KJKc8E4sNqX6KKc8GhWx60GqYDdbb/VBEikfMRC1jRCmKYh2l1S8iVR1b6Ii3CKAaPl1iL0wtdTy0ZM9BkRA4Bh4BfT26D4H6RzW8togwkfXlfzaYAGBQWRhYuI6B9Z2ZWNJBWI13xAkheDVpLNJQg7aPUvGDtp1+w7JEUOl5Np3WzMGJMigKlcdFxuUUpwomGZRyNz+fVfGfvL2zIsusKCIsmoWQeEFHqrWyUYS7jHfG0kNUUfpZdIKr/rhh58BQziZqFWSckfwQVAO/A4oA4ODYLWar5f40NNyewW+7C4IgPtY5a37558bwa7j7cYji7kAfXgqXW2eKhaivWDBE8PdSlt+Xatf2xkzOugFeFr+7IcixMqp4Lfvi8lIsTOaBqzkTSYj3F3BXUA7wR4CrXyP277ky04YG3zUhkSsu6TidfSFrltSyadWlzXQbIhg9ByybUgr8UGUwBp0p5UfQ+W9rRHrLt/30Epm8mtzTLq2KXIdcfLGo6oS90GT2BNx7n6fIIbspRI7duTcc+wF3hXkxoiqiu5zIFClA+IkAQMomJHT8CAtAXbHYgbUpeK5JZCMb8lXRyLZbSRs6xm3+ekEg0UnHJtHnKGt1TwIbgThHvM4sOYwNT3IdFX6wOMDy6aQG6t1QJUBQwl3gGCzDZeTkrfgNr9+sioAPt6WeG+d4TZ3WGd21gC9x4ZAe2wfC0d7amrCp4aFaC9Y8ATx3jrDb78rrnIm0ppUqhqHa9yXNhR+10f17cZjO2ElPn3nU2ynk1kDz4yyJaV8KLQd0OHrgTlWo/s+3P5yYO3tPmaL2nzZ55zxOrGuy8a739/eM9vGkLL6OMSoLryqcssR+S6RXvdhLNmOoWjp0ueo5TaCQT25034JAHC1uEkRmEFkQMIwYvbWkarEtkVKbuKEgTGnTRwkJKn9LmRrV+k2lMizjAr30kkC3W4CxWwIbQk2BCwCO0N8ocRU8Yq6ik5civDJvcwzS51V68B6XId4itu2Vb3LPe+B7o+HKlnyI+3Bxky8tQWOCeSgV/gpSL7sMUgTblMhEe7MaZaED/1heElKvoaZgfD2n5ebzF5N+FkftB+5Xod3q5dBfzwL7rcer3r82k9l7PVU8TKutAULnhmMIXziNtdq6pWFo50yQ5yCbK4dIoKHKBkvA+PtxC3XqK0ljDFwq1prHx5XRW7KxnU5p1XKT5GKA4AF4CYMl9kj2VWbpn7U35KI2pDqcUW6JfqapZ10Gy29jiLbndVZQHtydxDuRK5rhd9RtC9Vz4dAsOu1SmBYa/buVYHaJ2wMmDOEqno9D3RiIrXnYtHn4Vi7NQNAEIhTzX4ZBBAeFNIXWODMtMFbEmXXh+F9OuEmgUdbcnLTP3kgos+xU4h227Z2rgd6jYSg8uiu9Q3tCmbRLZP2HsjOHNluR/qyAe2bPZc32UQfd54ZhMAoAzrT3TclYyXTVNd36N6vlTPIrzg4zBndvqzW0cAz8K7wuJ2ox/a146FkuB6/9kK058XLuMoWLHiGsIbw/q2Go10TRz2FaF/bZEEXNiVr+yoRfPhQjCacx2BiYnPbUg0RVpkGp7FE/6AcHw6mY3tuevEpUnEghZ9NS7J9rGD2+bH3P6M6amuGkes2UM0vnEh3W4Caku3hx7hvUxLhtthdE3Vy3dy+uRCiX1tJN/ZyGJKvmgyBIDBRfj816vdFc3JlF8SnEvBjEvU6ysBxgkDTuIHjZDvZRs71Nyccm/xKicnFiAmyzAxJ9hcwa+szNyJ+XdPGx0/VCQTbUlCSYJUdkuWhd02WdR/3AAbL6W3iipIxrM/CDurNvowE2VoDawERilXuw2fg1uukzNwhabk1g8K2Lg0bk/tzZzrv0YciwBlC/kJSwN5uu/3ap7b6WzAMC9FesOAJI7MG79/k+OBdcTWPylMr2teOwIKt12r2Q8Gj+qqOgQH1Engird7ZmFYeROBLdA4OA6sv1Z8SrBRPZQg8qG1XE9pOqLvSM5bz19PEfWiXgteR/L1MBKLprrFEug1ol9Yd5eVKtk2vLz4heagPWn1Vv5eK3Op62ycJThnix8DzwWAWBAKMYVgyrbJwBiCBYYzBHErSvjR5RVQ4JNk69ZPu1PZLq7pa/S1ZIMJHFRgsqtQ4F70ku7bdqe1X4Y9PrjlDg+TDaTmlF7hhnYA08OzMZx+LKNE5kJMfv0ctjvvpgxeYHjLe+bkTfNkAkGfzVbO7sJOW1yZRw27yrwwMEWCVnd9vu+3TmSXc5NdDUp0xcHaXcTIEb7ce7xtztQFuU0IE+HhT4v3bvPV3C+bDQrQXLHjiyJ3BezcZPnwoH3tTACjRHusVfQpEOwWgBRZ8vClnm9iwlhAGGjKJCI4IbhUrHCwIUdKZ5JqbYmx9pgbRBPRTKvfHSHa1goEYSrIJiCRQZcxdSeNTgUgDzJKnOxFvA/XX969ZqmXU35gk6s3PigioRU4+5xifsAtos0QgY0BWr7s2u4feIwzI+FTyLqR2VMOfEzEcT3ak27bI2etWDc876bgXgZQM57pJCk/AtIOMCzw0RMiPkO0UqDgIyWvPWhU9VqEXERRHfNljkOTkmdOWYEOW21fNTigDkA2cOEhInvOx0HZmjyudrpNuIJ7PIPAs2BbAKh+f3r+/gv1/OkO4eeRKdiLWLk7qnaJgEAHebku8d3NIPp8jyiB4uylb/dpz9KBfoFiI9oIFzwDrzEIE+GhzHWTbEA2S9CZcO9GuB6Ddb8rq73PAGpwUJrcLUEthPgGFFyhNGl+NTlWSU0g24bCN1zlIYWdc82bX11VVmFsqviyXnbFPxNs4ghETJweUNScSXsnAk/yaNF06RHbdt7kqHZfosT49aEyvjMa2I04aYHdM9yrWIjCicmNr+g9qSiV3ZwZT7VLlTz2JUtkNkrTcmqR22H+nFwGCku0AAbzAufbrmHHe4DTwgJ7JLcs20bPdVnkdRbIbKAPDHpHRFid0JzgGQWoJhqNk3wwMrGMwRMZVcrfFCYGThKv0JxujLfQSnTJQYspx8mnst0H9MFoi3OaX75U9BbFuQxkED4XHzQvya68yPnhOjFU4LRiOl3FlLVjwAnCTWwTRhMnHhh3pUx1Dyi+NgwC07QkseASM6fZpD0EZuKqSWQesSMOrGClAap/stUEqOetpW6HVw6n8qzuS7SO5MD3Euo6upPFLwRJANsrIq+2kuG1AKQyTqtcEgIefdxaAIl0eO+glACQ1m0fMBji2GJWxCzyUYFpDvceXIfAnku3jMvFTkMLzNFyqbXC5T7YRyXZ7RZD5tL7NITCKAc/HriVbQ8hh9oh6PsiT3bdNgmC7iW440Zc9eP0i2JZcdVtow5BqdgIzYAcWXQML/NAkthpyO1/v6inB0H1crywskSpteNeRgtP3Q8fdlvbQmnlJttpxYrhh/A5JSpQ5j/O7IsAZM3GA3PXifusPJOTXOwJ7+liI9oIFzwivVq7yvz0mxvi055b2ngsNlpkvAK2J5P0dux4RDRoKtQFj3dtrAcASnEVFvBFTm1OllZH6ap/evzt5Xc9FmmwQVlInIlGKPnwZl65mt6HLs50C2gRKsh0Iweyno/cNf9J+aaU3nt+2Y9Mg+On4GdBJ3kQNRhMNnJLjLcWUbMdWWgNXF7i/9/v50JZwCFwN5uvb5kUgXn3aWtluJ3mM8erxwMNI9jHoM9bAB4azJ95zzUmGjqo2RxI8Jyq/eBCwBGQNEmuAUeFzPgyfBNkWJ1hjSH3KTwWp1/bNyqrUveVy4fhdzKm7QiTh1moY321uT/72ozSZV/t7ItTp/psqXPAUvN16vDHZi/Brl0GwKQLWNY/9XC0LFyxEe8GCZ4f31hlEgE35eGR7TD/RK+bYSl69DjDnDEBrYoxPG9hJxetb12zrVUedeNeH1YEZG886+IEOtDxQtZI6BkfjBvyGDAxCNfjSjdtVL3xgiNE+x6eMf64lzb5OtrXKngLmDt+3/1L3Th9I5IGjFf79958+sNJgNFEJ5wBjgrbS4qNkW1qsAXMh+bNZBBzkgHArwQ5wziJAQP4wIG2sTzuIoBhxXx87O8kr63ma56gPgszKQfVwSl92F+rL1yorq3c7pqF3Sfi7MDTTTJU7TyMA7VwECB62Aber9qq0IYJpmTx4b53hE7dZ9Zl6e8G61SUpRAioLl6DM/3hFwKL4L7weN3Tb/o54W3hkbtdENyVfFU+S8yqk/i+7/s+/ME/+Afx+vVrfPrTn8Y3f/M345d+6Zf23iMi+Ot//a/jc5/7HG5ubvC1X/u1+O///b/vvWe73eI7v/M78alPfQp3d3f4pm/6JvzKr/zK3nu++MUv4lu/9Vvx5s0bvHnzBt/6rd+KDz74YO89//f//l/86T/9p3F3d4dPfepT+K7v+i4URbH3nv/23/4bvuZrvgY3Nzf4nb/zd+Jv/I2/8ST6+y5YUMebmwy3j5gIOsa3ds3+7CJoNTuw4H47XwBaE2MUoIVnPLQEno1VCQRmlEFgyMQWMgZZZpE5i9xZrJxFbk31o365+EMGt85inVlkhg5/rIb15M5gFX/WmcUqM8ichXO2Wmci6tq2JpLtUXuy2/9renQTlMD4WCVqb9FFo6lvknxrgfYy/egZEu8LVH2sj39Gz2XXZZmsAV1ne/yR6UabP5tFPdM+7M5NgIYBAlrlDg32lnzaQxCiHWMqELR9k7MWK2cwQUEbgFpP6vB8WhjiaDSOowhQlIIihOgxHnf+1afdv92pd/lYXEMA2qlQsn382CSsnMHdyu2R5WTbsXFyKn0PZPE7wZr4Ozo/8fySKDyj8I+rBrwURID7YmczXFp8zYdZnxQ//dM/jW//9m/Hz/7sz+Knfuqn4L3H13/91+P+/r56z9/+238bP/iDP4gf/uEfxs/93M/hs5/9LL7u674OH3/8cfWe7/7u78Y//af/FD/+4z+On/mZn8Hbt2/xjd/4jQhhd0N8y7d8C37hF34BP/ETP4Gf+ImfwC/8wi/gW7/1W6vfhxDwp/7Un8L9/T1+5md+Bj/+4z+Of/yP/zH+4l/8i9V7PvroI3zd130dPve5z+Hnfu7n8EM/9EP4gR/4AfzgD/7gnIdpwYJZ8Hqd4dXqcUQrqTo0BNdMtJNc8qEIJ7V9ORXJp90HFsFmywcD4+r3I744E8lu+0R9OygOnLTFmJJiZwzWuZLyiiw3f4yBJRMrrv2DL5Fdf+xTSTYwn+9fYjBX8n9XP5z8v7uflJRdBkYRuKrMV6FEjR/gkAAeQ/NQBh4+yXDOrcfM8d49kt5Wg0Ar+c31Bj7vXI9F392VCHe6rQIEwQdVjQRGCKFxnjlOnHRPciQ7xtj967pPDLDXh5qIsLKntFQ7XL6vTdaICMryMmelay0+RN/8CTjmPtgW44PBrjUAbQw8GA8DEtbX2XX2yZ4T74rwYoprm3I3fnghu/woILngFfWbv/mb+PSnP42f/umfxh/7Y38MIoLPfe5z+O7v/m78lb/yVwBo9fozn/kMvv/7vx9//s//eXz44Yf4ki/5Evz9v//38Wf/7J8FAPzqr/4qvvRLvxT/+l//a3zDN3wD/sf/+B/4fb/v9+Fnf/Zn8VVf9VUAgJ/92Z/FV3/1V+N//s//iS//8i/Hv/k3/wbf+I3fiF/+5V/G5z73OQDAj//4j+Pzn/88vvCFL+C9997Dj/zIj+B7v/d78Ru/8RtYrVYAgL/1t/4WfuiHfgi/8iu/Mmhm7qOPPsKbN2/w4Ycf4r333pvjMC5YMAqbMjxK66+3G1+FiPXhXeEf3VPehsIz7guPwILfvt9iM2E1aggeNqGzkhRYUJT9bbseyjDoy/NYMFPfegxU0nlqUE1dmp+Q2ol5f7qEWERQjpDotn0eSAnfSSI5fs4/kfDmeZAoIW6takN96bxT0uufHcfYdsjFkwey79TY2ALtVFij6oaU5O1HMPe07qFS8URsp4Al9adX57dKe9+ddwXBWQ1jsrRrV1bPIXBEB5Jyqv0pQEWyKcoPUphfHwhoJTmGtMrY9nkRQcmMoUW5ddZ+7+bOILMG23LeALQ6PHNrddkAWOcWBEKejaskZ8Zglbe/P/BpWSYr93xCs3Jj9ny6ddxktppQeLXKnpQf/Vzc5vbFpJBnlvD+bY731tlV9UU/F9fExS76tPjwww8BAJ/85CcBAP/7f/9v/Pqv/zq+/uu/vnrParXC13zN1+A//sf/CAD4+Z//eZRlufeez33uc/iKr/iK6j3/6T/9J7x586Yi2QDwh/7QH8KbN2/23vMVX/EVFckGgG/4hm/AdrvFz//8z1fv+Zqv+ZqKZKf3/Oqv/ir+z//5P637tN1u8dFHH+39LFhwTVhnFu/fZhePuXADv5ivtaC9iaPVhyKguDDJBtAZ5LP1jM0Rkt3nz95738D04zYYANkZJLtrewK0rdg59c3mLvUdixTGl6qqZWD4WjW6qlaOWL+IVuRDV2VZItlrOXQajhb7cUtMXZcd0eT6NvXs2CWk5MJ6rPS/cUnz6VgPPs8nXmbN4+djf+EyKgxSRTr1nm8ImOGjnLzexztdF7r8w+1Py9Ek7YBSBF4EZVxvuoeLMqD0rNc9c1QiSOfuOkudJBtQ8p5biyNduo7Cc7IGXPC513EZ5JmJv9ZAtubEXB/6REinBKBZS8+GZANAwe1S6bvc7lXtX0A+2B4einDVSrspkYLRFun4fLjYE0NE8D3f8z34o3/0j+IrvuIrAAC//uu/DgD4zGc+s/fez3zmM9Xvfv3Xfx15nuMTn/hE73s+/elPH6zz05/+9N57muv5xCc+gTzPe9+T/p3e08T3fd/3Vb7wN2/e4Eu/9EuPHIkFCy6PlbN4/za/aJ/EwfK6K3y+F15lsUG0tdflafZhcruIpsb6ARJ2GTBIGJp+3HbJJJJ9rv+u/vkQGF4iye4gh5IIU9Af7/d/Ss8oPSu5iUROifPu76VXgrMtAzZFwLZk7ZPuWaurFZk9TU7HkWT3eeTTcpPP8fC4dH85pyps2r5d1bydVCcp+RxIKfUssdWVGdaLlQXxXHR7tpsY6tFWWf6uT3XgGpkWpcBjL1uOConCx8kTJAm8dPq0tUWe9D47GNG7zXH5kYQXZUDJUk2UEIDcafLzkHsutxa5paOTE12/ZtZnzUUfzS0b41raBPqgoZRDJpC6fNqnBKARAetnRLITNn4nHzaknUtcw4Pw0oi2QJV2LwVvC3+V47Dngos9Nb7jO74D//W//lf8o3/0jw5+1/ziEJGjXybN93TJqM59TzW73LE93/u934sPP/yw+vnlX/7l3u1esOCxkDuDT97mF+v7OdSnfY0zqds4y78pHi8cxVpt8wVEP3YxPJToWJUw8HBpdTPoyoImIdkJBCUbPnmz4wRHnUyXPpLhsJsACbEKWf9JVcT6nh1UrDmuq+XzAbtlp77BPnC1LfXWN02wiAZHDfBH13+d2tocHM4hwWgxBK0il4L9KnxVde3ybZ9/70na51jVPhZaFXjXDz0R1iETGl2LbSPWHIl163JO1vboNbEptIrP1bZL62TBOdaHRN6LwJWaRmTn6x8CZzV08BSS5JlRXLKa3QKD7vZZgUeQ7cZupAmQsVhn8/WPfmw8lNr54W7lDr6zU67GS8NLC0Z7SRMLl8ZFiPZ3fud34p//83+Of/fv/h1+1+/6XdXrn/3sZwEcVou/8IUvVJXkz372syiKAl/84hd73/Mbv/EbB+v9zd/8zb33NNfzxS9+EWVZ9r7nC1/4AoDDqnvCarXCe++9t/ezYMG1wlmDT97loxNcT0U+IJ3n2hRaPkqHtZrtH6WanWAN1Vp3DT9QfePPFPZ0ymF3IGQTt7VJ8tqiVDltmYhtjQyPk22jSoqvn0s+wWMNRCKbiHhabqyQ+8AIng/Sqo9tX/NtiWybvUnf49XhNireRbwDC6RJtie49xhpHeq3pp4Jtrb+2IKYLD9gWwi7av5QYn2AM599Ar0fvdf2bCEcSh+SBeIcELSimzsDgUo8tyXjwTO2Xu+TY/tsSaXmbVJytYu3Fx+8n84PPxTNbXG2n+CxyCCy3dyP8oQJkNyZweGeTw0EYO1sNWnXxBS9rY/ZXK4VLy0YbS7l00vHrERbRPAd3/Ed+Cf/5J/g3/7bf4sv+7Iv2/v9l33Zl+Gzn/0sfuqnfqp6rSgK/PRP/zT+8B/+wwCAr/zKr0SWZXvv+bVf+zX84i/+YvWer/7qr8aHH36I//Jf/kv1nv/8n/8zPvzww733/OIv/iJ+7dd+rXrPT/7kT2K1WuErv/Irq/f8h//wH/Zafv3kT/4kPve5z+H3/J7fM9FRWbDgcWEN4ZN3+UXSRIf6tK8JKfSsKBnFhfpmd8EQDvpjD0F3CyWtDo/6Oo0K1MwQXHb+VwaLtkkqS5XIboqAIspmz/maF1FinWT/dWKd/M77vufDpHAfun/q70uVbc+CbdAKmY/Vdwmpmty5pZ37kEK3Ek5p99W2tkS8PcteBXmqYZUkmTOUcFtz6D9XtUL7lXyssq2Wgah8qEnBx4IwjQxWoFkJZbI71PYrScHPASGGbrVJxeOxKIMSzY0PcaKifZ3Jt52741JyQJerloDLdoSob5oBDuTLbUhKn75roe60kWhNGQMbJzueIwwRbnOnkzkCPGwPiWVd0SRxwq4IjIcy4F0RcF94vN3Gn02Jjx9KfPRQ4sOHAh88FPjiuwIfPJTxp8CH8eejhxJvNyXebvSz94XHuyLgXRlihwaZrXPEUAQWbAYEuj4HEAHvXsi+Xhqzpo5/27d9G/7hP/yH+Gf/7J/hy7/8y6vX37x5g5ubGwDA93//9+P7vu/78KM/+qP4vb/39+Jv/s2/iX//7/89fumXfgmvX78GAPyFv/AX8C//5b/Ej/3Yj+GTn/wk/tJf+kv4rd/6Lfz8z/88rFWy8Cf/5J/Er/7qr+Lv/b2/BwD4c3/uz+F3/+7fjX/xL/4FAG3v9ft//+/HZz7zGfydv/N38Nu//dv4/Oc/j2/+5m/GD/3QDwHQsLYv//Ivxx//438cf/Wv/lX8r//1v/D5z38ef+2v/bW9NmB9uKakuwULjmFTBnz0MF9/aBbBb70tet/zwbviaoJHmAUfbkqwCD54V+D+EdPQfWBsS8a77dhqtuChZYJAe8aOdSbupN2nWg5YtJLKrNXA+vpD0B7g2xNbpyXZbvozeaMFOEJ2z0e17o7fq8+aYACQSRVqUlJ6TFouWkXfTQwcfiClip8CAyUQztIgQjME1qhUOS23nvze57vf3y6CczXfPscE9niUmc8bfKe08amQUvdX1uDVTQZAE8bPmZ4zpCTzJrOj7zlrUPUwbqsGp17eLLs07zpYtGqejrCzNEiVNAVShRroTkPvAoGwyk1r9dWAcLvW/Sz9uDA1Ik2gfo7S6cwYrFvUSc4Q1rmNzylB7gxyYxFkeJ7ClCBSuxKl/tzV9Y2L2OAIwJvb/NkqGhI+cZchswZf8mr1LK73a+Jis+bX/8iP/AgA4Gu/9mv3Xv/RH/1RfP7znwcA/OW//Jfx8PCAb/u2b8MXv/hFfNVXfRV+8id/siLZAPB3/+7fhXMOf+bP/Bk8PDzgT/yJP4Ef+7Efq0g2APyDf/AP8F3f9V1VOvk3fdM34Yd/+Ier31tr8a/+1b/Ct33bt+GP/JE/gpubG3zLt3wLfuAHfqB6z5s3b/BTP/VT+PZv/3b8gT/wB/CJT3wC3/M934Pv+Z7vmfrQLFhwFVhnFs4QPnwoR7XmGYrk0+4j0tdBsRWpV/bWc9VD+zHgPVeVdWcJxYgqTNtWSxpgj9wOR0qatiOr4MkXzSzomqrg6MseG+ieCHTyye4I9S7EbE6kBPJj6xGJPZgBpIOgAg/1Mqt0t/2zaXAp0GUYaTmvZ4yFGKgmJECikwF0vOVUHyQeexKBiBK9zAIP2+HJ4gxVBxBROzEnnPXAmHoAqT5twRYMu/VwhiBnrCMzFFuynaZkUGm+ACRwZhe2l/bbEsE4g5IZwodrKMO+vSKwABfq+JO2pi0A7RiSnH+Vmart2u538c8TvNmriW0y1wBVS+xSxZOyp1LtQHBTWmRxgsWAQO7xvgtFAA+V5DQLroZ0gi+zBs62B0uevX4Am9LjbpVNvuxrAkE7XTyUAbcvpLXZpXDRPtovAdc0i7JgwVCICD7eztPP+n6rkrAu/PZ9cTU+qI8eSpTM+OihxMfbxwkHKUveq/CyjOv32uxHm0j2mDObpOI2Dra2A5LXJfqgOeCoPzXJvDXJmQdVKUOsBAfmilg3l3liYXwwRBK5P30ZyQenY0KCMTrI6SLeKQSrIsYRpqN/9hgY0sCpRCbMwB7PXcisQR5bvllDCEH7Oh9TrCTfur5POivPLIce76EwoM6WeecisybmXhDW+fiWd1qJ3n3OAFhNZO0hUvLqzH6V22DXhgzYryjXsbqQP1liNf1ccrvKzEGv7duV1QmREbN6uTPPTjJuiKrk9DqxboJAuF1ZWCK8aglIu1bMRbwJwPu3+aRqmGvD73iVx+c/4VOv8ic/wXRNXGyZtliwYAGICO+tM+TW4KNNOankdpWZXqJ9LSTbsxK+1HboMbAtGGWDSBgiWNDgcKXm4fShu6rchrb+2AbUWZUMLOAwLrQsBEEZCSSIWplrkmUzs7aoksf1y2tv7ImWBVSTBRIAIgFAVQBanXgTqbIgUOqLrcuYYhyUvM/W7KrILDpgPYVwp2RzjvslEFhD8TweHjyRVF3fP7chMu8mYT1nl+ccNxaeIVYnB7alIHd2EDkhqGKlWYWdcltFtFJdsla5XST0WaZS68JLTNfvur8Z1sxf1iaappvBtmQgwx7ZFsGoara1z8eXreqimP1AMsiHKxBstozb1dMKgWMBOOy3K5uCeAuAjX/eld70rE0Tbjf5haQsLwDP96pZsGDBaKwzlYx9+FBWX1bnwhmt9rRJ06+FZAO7gVjph7e+mhJFeUiyE5wjhIEDxTrdDaxhTUORpOLNwS4Z7GmXk9yQub9PcBtSv2yO11d9VXW/tURP4NDQq7kupaFS8cHLa/l3It0kjbTxSHoJFKu8iPfRtIPfOtkGdr2xNQ19OOFOPcQRAGN3wWPOEHztXCbfeX+Ile58fZx/Dgebq0KjNgaGIQOTnnOBkbFW0LvWW5eJX2RbBfBBsx+c1Uo1GcIqI5iAztCnSz0KVao8zXfOtmRQhmoCoyiGJ40bQ8+iX3aIfd+NEWTOADTu6AYwyvB0SHYbmsQ7M4TMWWR2vD1hUwbcPNMWb81dui/8QrQnxEK0FyxYsAdrCJ+4zXBfBLzb+kk81OvM4u0jSbGHogha0S4maM0zFqXnyh/eBmtosD01EUKWEb2yoWTIdgQfpe9hFkHw7XLDIUhELNS8oJReZwCQimiPTZWeg2hPIRXfX96R38f3kEjlmeYkk48VXgPAGEy6XUAi2/uDLhGBj4TbDAgfEgBFGTRgrVGRtgaQEL31QydPOG5UDafYtA3Ol9l3IVXqgwCGtYLPgRGcgQSBaySHN2Xi7ds7L3wk1o6B3Kk3c+UMPMfE9NoBTpMicwZPWWgF2Z/ZeaCObclY5TpBtWV/ICdvgzHAzRP2ZTPrMz8EBgjIMwN3hhrBx/Tvp9g9pA0lC8rYLzrZXLKOya4mRCLZfoZV7ebep7T1S3SmeQl4flfMggULzgZFb9ZNZvHxphzlbWvDKjN4u21fzzUg9aQtvPZGviR8OJ6ES0QwZBAGyKcTh/EDAswIkWAPGGyU5fkTEFxr2xJEA7QkhpglafYpKodUdT4FXetTz/C+QmAImkdx/7gOVSXsE+4kK2eRagUGKgU9p+LYPOUhEsWDjlLx3PARwh0iSTMmvTl9HlH+P66fLgMglj1vpCEanTw+J8lOd1nKCCDV/mt/bUsoAyOzSqzbZOKtmFmuq7YEQmDGu63aZYwlZNbAmiQl372fWWBmIlsGQJ6barumItoCteJkjhA84Fb97yfSCeFr+U4aChZtK+ijfQek/vLsSB/yIXCWNBzL2FmCxh4TZax0EynpXll7dEJhUzLWmTy5a+QY2vbnfusXoj0RFqK9YMGCTlhDeP82x9YHfLzxJ7fhMqRtYtqqtqYrYfiCKCLR9TWZ2SUQwvB088wRQtn/niqROxwPP7MgZK5/MBZYq88Bw6WX3ctibIOgKPdTqJOHcIzEfSzq5E5qf3atMh3HU7aoxSCxI99Jkh3/eWzAVpeVJyqioVu7NlfRejmR6LabbOvm7wh3U1JeVyGo6luJp9ReJyJYE73mQ7en6dceycYIp7dB60NqJ5eQ/hYCg6wBQ2BEpe8CrWwPIdmE+Sva9eUHjsn/LAgmaKXPWhjD8P40dckY5LVWXtSR13AqBIK3mxBblHUfVSKc1E7tsZD6WZflvrrIRW/5VPthjVHP7pZxt36epEtEv/8LzxoO6awGALYcwzQZP1VQ4bWgzYfvWff1uWQVPCYWor1gwYKjWDmL/M6cJSdfZe1Ee9IyxgmQGIAW+LQ+06eCWUNHhu66NcdD0bQKyyr/7MAxmTjiMrRCsv+5UzLpJfqxH+JgRuqvJ6/umRdAfWyeSLXEH4wkzOeQ7PYF1pOdsbdsqpLNdn90ke8kIdf8OIKlpACoLS/+71yuwrGK3DVeT5LyFJomoL008MAqNWbPByQ3ke0x7QQDCyhuz3AThWIu8iSN7U/HXO9BrQATdOAOIIaNydFwqb5rYDLEbdD0/91+BAaCMLKYUm6des7P6V3eh+bkg4lJ9VNBRKJVIeBGDAy1PPNiJfspJEqn89Vs1WgMIXc0SB4/FIQdAfPC8ME8Gwl5F1i0w0bhdcJpnR1W8h/K8CKINqD7uhDt87EQ7QULFgzCuXLylTN420ICHvurO/WOVdn4ZRh/atk1dm1ZRghlD9Hu8WUPkYkH1rZbbWfWHOmH3rYtHAfpZZQ27gjnfrsqOmOyJUl2BecT5ET+Z4N0/LNG0urku0m6KAUaiWhFubHINLFwbmFQEIlkD9kGkreeIAgVoU2KCkDJNskhcSQiuJFkm5lhrYlke9h5nou01iXjXeu0NgZQRX+zAFEt05/kfImU58SXQluYoegz0bMgi3JyJwJnVLI/Fee2IOS2eV1Ms+yE9LxiURn5Oj989q2z60/W7iLY1qgqaUqCXS27hWC+Mk9PWn8K6lXuzBrcZLsuAoEFWx+wcs+HbLuO63/rA0Tcizjnc2Ih2gsWLBiFU+XkFOXjTYJO57CsCVAEjgQ1dKZ+TwmJUrxT9tgaA9Mj494W7ZLcYzLx5PPro/5kaFD0dp1gC3YS2yB9Puzh14BENp1k1SzTtN2anWQP3Y7aX5rEuz74TfssckhQqo+cQbgZgJF+P6J6rzm+X0CQSihvTJJNt0+m1WXkQ7cn+bWH+rSn6DXeRF0KX4clvT+TUIQDwziDEBimNihXst3t1b7ImDauo29iUcnGTk5uDGFlLUpmeM9n3SvJl928tqbmu3WfuRfB1gvW2W4lbT23rwkimhzeDImzVr9L55wgaFavWbQP+Uvz7SYvd2YMbnIl3JvieRHtrutIBC/ynE+NhWgvWLDgJCQ5+aZk3BfDCPcqayHac23gQPigfrcinB6oNRQigoctnyWVzjLt1duEb0lLtyBYi85BfSLF5QDPrKF+0a7Izs9dBwcdmAfpTps+dg1Ucu6WivUU5+xaSHYb9oi3oLp2dtVa9bhTC6msE+52CX3/kec4U9Imq1WSLbu/x5UZUqrNzICxOjHSwR4NETCCbKtfe3hJe45KjDTuFQMCxUmFuhuDsWtRFgLvWTVKTQI8sG8Q5pO612GJ2qvZLUhycoHAmQyZMchyA8+MMkhrf/RjyDv80FPue9OSosoXxtarumqVmdhS7PrAov5rz/vfFC4S7EvI3Nu+M4ogyJw8u2C0ISiZUW7UVrHKLO4Ca3eFZ4C++25JHz8fC9FesGDBySAi3OQWN7nFpgx4V4TeMLGVszDk90jNY35n60BGKx1TegO7sBnRz7ULzhiUjar2rpWXvuag/sq+L9A+mXgX2nzaXQQ7raMI2h+8b68j39rblj5yvbf+wVvf8fkrJtl1pFNZ9wJT2nvSfUiBaX2EO3HUWoB5L1hS+nmjwsVSEf/6/EkKe+MgECtgEPqGaWPJNvOh77sNdoZqNgsQYjCdTmwckdYnrzrkQB2gOQr7ZNvQ/P7stO2juivE6vaDUc+mM+kH0RrCg8/fqkeqTUcm88aga3t8YNzl10myRQRFKfvKKkr9n6cLOTuGuj+7uX2bgnG3ernEq2RBGXNqPnW30h7lTxhE/XaVwnOV2bHgNCxEe8GCBZNgnVmsM4utD3i3DZ19oW9zt9dTmx6xph1CkjMz/Myyca3qTrOOzBG2fjeQLGNyuSMD4/rlvkNk4l1o+rQDc2eCdN3nNshPS6R9k2Vcj+hzBuVPhWQD7ffJ7hipRjzITn7bdg2kSQsbGXd677FD0OyxrSF26JRvC4BSABcEztHRPsyGCDTQsy3xf8cI2dSEleJ6tQf2sM8IYpCb1ZAv5/Y/2CTblyBSxlClZBmDpGDYlozgBLkxMZSPYDOLIFqB1Wdq+zISSe8DRQPCuWhOnKZtWmdWcwWO2CIuDR84dmRQGANkRgPILr2dfRVrbf32/IPRjuGhCPjIlsgzg7vMPVkiekydIFD5+E3+cidXzsVCtBcsWDApVs5i5SzKwLjf+gOp+DozeFfs7L6POdYpWYO0hsooTwWznN2LvA5rCAZaKQuxwpdb9a0WvvtzIfAgmXgXkk+bWdfbtUcigm2h3rZj60o9sL0ooRsDOVbuPvLZS5Psk487DbhPoiHbs0q3LQnImNbPBdH+3JYoEq/jx2NX1Yg9ewfsTBEZuSEc3YEUkDak9VcQXWYXobMtVf1TYUml4cICMf1b1qaSZxGwEEBa1W6S6VIlAxpSeIHBuolV6FOuxdRP23sBmxAVSrrNlgjWWsBqSnWIgWppRc4OqyIbA5w658lRBRM4VoXj6gWAgUVuCaUXlBKwjZJY3Xra9aen3T/r9x1BJ4Omngxh1mdlgN6TuTVwhh6VuB0j0S8pGK0LXCX2M0pf4Da3WGdPj1IN8fk/lGEh2mfg6V0VCxYseBLIrMH7tzl8YNwXOrAR7OTm91sVIT+qdDzogGzOtPEkt5tyDUSEPCOEEAe5cfzabDmUoFXs4721j64XQPCMvgZvScZeHmkLVG/vpS+cuXEj8JQq2cBw1QcRgWoTFxQY1gCmpYoo1cSGVvaMIZj4eluLM63OMoLQcLUBS5WET9RvZUjbP7TPNmumWPtyziAplU86bguw70E/BSkYjRvBaAllYBDM7P2zASXExYmTfvUjwLxr/5M1ri9HBs4BuQi8CMAaxjgEx8Ix08Qcx3tYePda+lTpWdeblgnAZNFuE18PDCAg9tjeXexDvgoMKN4zUelxAglPMnEvHL3X9mrSz4/1e3+pwWhNbELAK+sgAtxvA7Yl4zZ3T0pOPuSaS+1Pr+X6fGpYiPaCBQtmhbMGb24MZO2w9YxNGcBi8a4IELmMXLINyZ/NJwb6DMWmPN+XnWCggyBNELf44F2JY6X4tp7YpyAEhmfplXUG1mC54LuP6QHBjmjzaR/DKUc1kcingkHV7BqMoap1mgDwDBhmGNtOdDkatm3qU13zCVdzIKLKj5I1WXxoJUviZxlqOZAjfkDd30S20XutpWU398mMrGbXibXpONY8gPinbWpbdT0Yra2qXV/HnE/DNPw/9XF3EGYoULmzFeT2MEWciLAmi/WNvu6DTrp0hSLqZ/bXp60AsXdN90GtQLt3Gahkve2Yl55hjE4MjEEi7CEAZW32UovhSsIzhyohvwkfJLarI+RXVhnW75jj2/OSg9ESfOxYks6fZ8FHm6clJx9KnjdlwN1qoYynYDlqCxYsuAiIqPJxv8f6Bf3FdwXK8DhfRsmf7aO3cA74wFX7o1OhRMAgjwO39KXOSZJbQ50OSJQRj+lV3IaQZOKV1P9Qs5vWlcLLvBwmq3cR7DrGdnobu2dtldpL4VRyf0qGQTpHaZUMQIKATQzcwmFKeYiSc1Prnd081bQT2gIYQHrS/2h33iUkUt+9X0q2JVbP29dCFKuZ2Cdnxwa3Q4j13j6cWc1OqILRgsC0VHeJNNOgixROgZSxcOredB0GtRLsS8kBnfRYr3bnOnNKQHXipmbbiQtO0u8UwHTKk5Nr170htdQQUec+FyXDZtP4oHUiIJLwMm4DVFGircQADloFd/Y6q8FDQ+IkhuDZF1zVFtHJx2Y/+KJ8OnLyoV77hWifjuWoLViw4OIwhvCpVysAwDrzKIOGZg1Nrp0CZay+ahuY6cExOOhUWBhkGTpJybZg7duLlpZacRA0RRW7bJwTY2hPX7nzqsXP8H41ewjBrtBC4qfCY5LsUzHA2tz+OYqfrpEOQbQWkEqrKUrE69eWysN31e3kd01kc4/QHmzY7vjWj7EXINt7l1Z+7BGpLRHBkVa2O68d2g+1qieNE3YTCum9Q4h1E6PULj0laYnLChatVW1jlAyWkWzPUeU0Bgj+9DuAW66Z6ncNKbkB4WbVvh9EBGcJxggsA6UHyhBQxufxWZMB8aFniZDVgsS6LiGRGXoFU/SsG/0xpJOu77YMgla5rRXYDpXJY2JMy6oiCHLXH3T43FH4EO0H+0hy8sIzXq2yq6xuG8LgPvI+fq9f435cOxaivWDBgkeBMYR1biEA7lYBt3lMXg0MH1TuPCcp8tFHPIc/+xRftrbdMXAWRwdg9Z7ZeW7wUOz0iyH2tz1nr0S09VfboSHSdk0BShz8Hqne+WslpmB3VSSnwNAlNz2cTwXnkK02sg3E9ltBiS6LZjzvEVLs98cGDiu6qXK3f43uV8jTR0wkHVDldLUtIZL+YwM3GycF6pNw6ROOlMine0dbIE2X+yBDJ4iaG9YBFoGRw6q2rcn1GUARuFWKfS4MCMWZd0GvvD1KyckC791l7YRctB1g6fctNcYYrOKYn4SwDaE6/vrnsO0LIsgsDSYQwK4NYRthOgrS69rEDIJErHcEX7AppOo4IZCYmQHA6zlxluCOtGO8BCxolA9XRFC8cK+2j1aIrnNXBsEHDwX+P/b+JtSSbcsOg8ecKyL2Piczb76nqlIVzwjslrCQcUMGWXajbGT9gEvCLRsKFy4QhUHGoigZG/WMG7JkhNyQwF2BEVTHlDuWRAk1JIRdtiz0wGXsno0k6k+f9d6972aes3fEWvNrzLUiVsSO/4i9zz4n1+DmzTxnx8+K373GnGOO+f6QoejxZ3hJLG1xd7YOR76vY3gNSEQ7ISHhxfCuyPB0tmBSx+zMcB1RF58pVbOyfYl3qM+2V6rPPs2oy15CrGMEE516O6STytJalKVmGbYg9Nce2woxwfYoEJwTWOtgZbwOc3C7NL9Oe4njuBL/xcN5UazNZre2MUC2BUpgSHxNKQCOaq9jufTQEJQnD9dr17+WUPfNMD0yRRPVsdZjjNhcnG8P5Qnt/ejv8qwxL9sLc2uz67FMfD6U1e4++07UgGjPiTljYdBgAJOt2kAwhnAuBYfct+3zWeqyBOyMp9sYQibtixmboEG0Tloz7M2zTZDV/abLyqnb98C67JUgTN4HgBtyPQTnBM/n8SN2EJyt4GwBBiPP8CItvQAgX9Gyq7SCw0RLybcMgZLtYsTsTwT40XOFh0LwWNwP7VpFtL/goMpa3M8VT0hI+OJgWOu2Tac/MwBvKEPIsT/xti70z96/PluzvJfbXEusu6iqSxKfZ4RPzwK3sU93n1S8D66TYQR8vZp1OG+tSV9Ypz2F12Z+FrDXxHWIbAMEJ0qwQaQ9uCGtoEQjGafe3tFWAIPxgEDYHpG2uepuxzqBMJBxVI3euz2VAgfDvdYBDsiZt2IPYtq3TYMmqx3q4ruwos+j2Sl6wEwXvaVXYWQTBoxDoSSxtBaV1ffcuIViz3Z6zgcRNfX13SGJ1K75Z+v3Fu5h6P2X+Z7UDSlv/heCWgLgkHP9GUWfLb2/ysotbuno4HCqgHOl5y3PhkuHroElsvEAJ4JzJTjkXybRBoCz1ZKJKTydLSrr8O6Q34WD99xOAAFruxV86UhEOyEh4UXx/pDh/2PCeWK5PuJtfQspF/89VtPp4SITnj2/OgjAuRIY4rr1ixov7eOuLqISxxhOBKezhQl67pXbHZKKd1FZp1kt38c7rH+q3D5fxDPrtOdM3F9bG6+APbLZre15otCXoQ1km4jqjLG/ZZv6bn8euwZqgEphpwzbrL9fhuCcoBLfKmniwEP9eKgdZwJgqG6htRfslUpXBN54jvW8ZjwsET87QUH7tNUxDJx3eDyHNmGIcci1zvxcOjinHhHMwDFb5qzNpBR37hU45gaZYTU24/6+b7nhWWQIWEc4A0QEzyeZlbkf3Ab0+8yWSvYNk1dsXI+cZbS+d/fZOhTZy2Th7wFLDEdLK/j66Yx3hwyHF5SSL6nPDgj+K6lOexkS0U5ISHhRGCZ8OOb4fF7GEoOhTt9LrEvCKy83DPXCJ/JOzCItQtG7HzSZjfBznQmhhkwPEZk90c3iB5LtoJNDneYuO49zpOJA4yweghjE6iBtxRMlu08bsyXy8anx3lMme0mm/loTVmbqDT5ohrgtHQ/PRyzrFk+Y4+H5UuvxrLY0AZmhBZ3f6RyyzaTSXXVK12WtP6695oBrSx9mbdsJxKt4ppSklXVg2lavHabTezwOfZ4LIVt8Ol8STOfUsfiQm0XBRsM0SWCYCIe8kYqPmWnO3fPZS8jXnG9rBadyC8W+hPiSieqs0vJDTr0lGFuxJbjgRNu2jcmn3zKCN8ncQIgI8O1zhSrXvtsvUyaw7nqnOu3lSEQ7ISHhxfHVMcM/+xHtJtUcI+EAICCU1kH7B+sXTt0WJsroLfkCdCJ4rlamlGdA26k058c6h1PZpraHgnB6nr/NuVLxLslWqBTVoel3uxfmkNLJwMCMZe4Rmn2+5vbJlzHoz7VRnAAUSbDjlkuxdNb54FRMmoacqJvP/d8TY3OizujZDLJN3lWamVBaAawMts5aii2u13MQstrM09faQcl2viH7ZQztpuzoboeh1+x5pGTESUO25/Zd5oloW2a4bt0FeNXF2FWbeVuIKJlYmm1cIxVfCgeHpxLgklDktIkcd7GmPjtGaE33paK0DmYhAX0uHawrX8SVfBPRTnXai/DlPhUJCQl3g8ww3h1u9/K2Pssdzw2ZqG7JEjLUS9AlvXvDRhnjyjk89+yPmZDNHHfl2+lMQXy2ou6DLCp/s861enrvWs+6kWneWzZ7Cdb0zV4KdUluk2ygyVrHWUs1oGpneLtu3CH7PYRGgj49NhF4Cfv0wuzbJxUZwVBjkLUVG60OZu5D6l7gU6h8vfZaGNaa8D0gEgJv3vQQuGgvOLTec2ln9yQfyg4yqa/HodMCbc/WkGW1zCTzdL4+yY7hIHguHT4/W5SV29zZId+hDtyKaPD6C8Var5fSCr55Lm/a2hRYXp8dkOq0lyMR7YSEhBeHYcJDbm4iPVMzJeeNnvbbZrmzqVoXZ5/NLq0b7c+dGRp9sWtm3GLO92Ug2SG/55xODMLEjlgzZUtq1OYgyMfX4J7rsqfubu6pgb7eQBqZeIy6j3Hn9+JLBCQKuLgooKGt3Pp31xDzeQGQOWSbo1ZETITCmypu7SJgpzKjg1h24bSSeP54zyuDWcaPbI+3k4h2FXg+az/oudnpZgNKtueQklCnHSM3jGPOvSR8apNLh/o84wUpIng6uau/+4fgoN4YTyeHslxPuNdmN7s4lXf64r0BtnwHWif45qlEdaNAxZr67IBQp50wH4loJyQk3AVyw3h/yK+ez3NRJnuvHs+nhfXlS1FZV0+qxiLKQe6eDUj4xGcd5gQYuiS7qt3Um5V1vrtzNtuDJr6d+vYYMrSvEXsboE3B1W7ibToTJPd9qoCQ/Y7Jdrzc2Nl39TLzMEa2CbioUw09jA0vpbwdrHyUl+6T4Gs7Mb8efE32UmXj256LQLDPlUPlgDzfYMwlwKlyszLbYR+GCQ+FQZEN16pPZQSXjta58QxtbXp2C/nDBBwEJ6uE+7yQcBvsJ0G3Mu+6vkWEOu21cKKZ7fIGGeOtgZWuIWvCOBLRTkhIuAsUGdcTqmvCuiZjtQdBLCuH6sr0riwFz2c3GfEOk0lDhKIzEXYiKCs3O9tbOSXZQSo+GMW+2nfu8ol8LIN+bbiVIU6XQIf661pKPiIjD7+PpeT6s/is9cj5XzEJHSLbxvBFUIJI7/sQPNBexIt3uYuh3xwwESz02GTmuXFYLlE1vK0+W9s3OZydGuMV2frWhDUEaho28bDmmTqKHyeM1Cbrs1fiPBDYCJnsfW3PtkN7civhntvKLd+5rvoWRPFesVU6LwL86LnE6YpeLwA219Inor0MiWgnJCTcBUKU9bFY5k67FEEau4dD+LUN0ACtzfxc2sWZE2MYBo2BVVm52dPC0rfw6krFu3AS2jvtj0n5+IW0+RXXZV/ZAC1G3ymqe233LDtEnrtS8kC2B++VepvLLlLIFIXtmoGe3kDTj9qKupHnpl9mPIQtJmhLr18Yq+v2BZ9A5dQIcQ6MD6Ksqc92IjiXWnssAApDyH1GeY/nLNRs95JtUjLw/pAhm3H95gxnTSArGKPFcJ5k3yogswYOgqfS6jhHyy+2k64uqr3qsV4h1tZpxxCoI/mpvM68ggg4bLzmc4M4CYpEtBMSEu4CuaFa+nxNYzTrJ7Z7ZLPPVzZAA4BPp3k1jUCTmQzIM4I4Lzmdub/KOt/y61Iq3oWzoVfudVgizW6X8npJNnAbAzRgWsHRJyUHhs9vV0ruRHyt9gAzx0jGe3TcgHW+LnvEHTlktQHUCgzD3p18xim+lQrYRLX4Thrn/rkYC3619mN8O7cFY4tl4hbazk3VRvtPF8VntuNjMYbw6GXizAwzQ+Y6p2Z07RMWn2vnBM8ne9ckO4aVcTl5cYU+zlZkd8+O14I9j/vbU4XP52q37QV0TQTX4EstD1iLRLQTEhLuAtquR19Jxysao1mnUs2thh5Orm+A9ny2eFoY2W73OBYIzc/SWaeTpNhlfAxVMEW7ElEMbda66JVzXmUEO6PnYG5lgNaQ5ZE+1vBKAm4T06Ga7fBZLCVXxUj/cjqODeOfcZ7qTHG0I233x55w929EZJtsfMnkNQ5MBcf2JVlnJ6K+DSJeSXBJvAlK6JfUZ8cycYG6UfdJxfd0QnCixmOGgYfC4KEjE89nzFKvOu+PSmeezvcmFp+GDMjJGdtbeg3hS5WPb63T7uLpbPHtqdxtewAWt63rg+0p50kYRuqjnZCQcDcoMq6leh8OOX5gy92NtkQ0IrtV/VQtyBKv2r51+LzCZC3MUa04nK3WVeZMk628rNMJmUr/po/MuiaTFDKJ14h0M427w9+zy3gX3fbgt5KMx+eoP3Bx+Tvtt+3l4PDjFgHQHxgQaXpuWwAsnV7bfpm1x2sMa7bVDbd+0nHrPROy4HFCVAl3eAe0M6FbA29zj8v0BFasdSDxBoBeqi/QE18HKDp/nwAUmVyQ4PBTzoQTq5S3sq5WC5EfrJ6nJihRVVK36WJoy8XB87zj8xYCIEC/6sAYBpfjNdhT8U7tG7/+QTuVFmfgtm6FOyPIyU3FOBSEY2au5gsRfBVu5TtxT7AidcnWHjiVDoQS7w755m0x7VcqYJ0gu1Kg5q0hEe2EhIS7QeyGyUz4cMzw9dO+Ed3SuToLtxYi6vJ6LVjfwmtNLRSDlGRXsRyT4Zwb7HfrFpJsXcd1SCNdJ7VEBBrJyr0Sjt2LW0jGu4GIvrnvUDCrnij78x/I9tAEWqL/VS70521/ThCIjGfxRdrXNefmTNlIEj4EwwxnnZqM9SxHRMgIkJqQby89mLqS4ZiYmjrWQKgJavxly/Hj6sJaB+5kqMSPhZngnNZT1q+R+iAlWl7gKr2+RHrusmyDq/hM5Ia1FaG/EazTrgrH/DLjZsx4nfmckoi1cCI4nS2yjK+WAb4lrDg8nwmPV5CNB4QSkht067w7WCfaU29HPJcOTBUeim2U7dDzbK1F5QRXvIXeFBLRTkhIuBuEOu0wbSoyxrvC4NNO7bPU4bf591qU9nrZbOcEz6VD5dY56Qr6pXsmI0h1Wa+phm7OE5h5++uTyF0rqx0ylH3z7NdXm93c3beQjM8h2VPnL7iSh3Mt0Ht0qC4/kG3nBBUEmkDxtcLOQUjJNoEusrR9YACWuBV0IqAmaVT/xh+fpm7B0CzeGKknIjUMA2BZQLI+VtTdh2b442sgKuXuLOcCAbcCEYeuPl6a6AXCv8ISFQhWNBARwxiu+5YPkVCtxZa6/IP9eiDgbAVkLQxr4I54B6dx6DnKWAlrH/mtrOBE9kLemhvCWAXN1CVbS7TFk2wHlY9n/DaytJkhPFsH64Bjsb1mtw/n0iG7otfKvWJP6XiMz2cLZtok/T7uaHx3reN8i0hEOyEh4W4Q6rRjp9fHQ4azdSh3cLoUbG/fIyKtbPGeCHWAgnXurSKame5bk4lgMoZEkncR0cz5wlrzUBvaxTWz2t3tvj6S7cmYvAzJBvoz6HNLM8iPOWy3Kw2NCaEDPGm1cMJgL5G3VsBG203NOX7NzF5ODgU+o8KBREnzgR+HEy2/EInk2tTIp1uZdtFMMktTb77k3iJQL7GOty8EMKSTzW5wcuSlmJety4YhcJWFmDZZIhaE2OS5tE2WO7rvSqvt+5gIGROY2+RXz7H/l9OseyDelnnR5DG0W8u4n2DHKCuBIdfq7cye6PfdqyIyWTO+xsdNRFsquujnysmrz2oTmtrsUhzcSXAszO4Khkq+TPn43FZ9a/DtcwU6rjOxM7xfv3RgX+O3t45EtBMSEu4KcZ12wFfHHP/883kzsYodkteistfp2RomduL/vZT8Bjn7mBzZaEqpznifKreqJclQa7S4PnZPDG33NX7VB9J5bcw5N2seBfLZ4tqAayC2ItDrlUG09hhtEjd1CpTYDZPOoKoYqhPkoISwDpRxi4SH7bN322uM4DTDbUIGfoJ0B6MxgkBsqHfWfcQKAEAJqhshaU7ClpY5ZAeFQXBjN9Rkn2PHcfH7sL6rgECPE1lU40ziyfjlCGLi7c4OThribXoINHkCn40Y0A3hVLmaXAdkhnoDnHMCRUs5pGayL9/zlRXsqL59EWSdoIyF4PPZ4pDxrq2+3kpgYimu7cj97XOFD0da3P/8OMdVcAFSRns+EtFOSEi4KxQZq9NPhFCv/c3TtnYXcRZ07dfE+UqOqs9Rb1a7wCkYaDLZYcKsstl+GNV449vnCuXKOvOxL1kmhrtCn6Q4Wy54PQZoXTDR1QMEQ9n+C3nzgpGEjLWgIdYiMlln7kQl2erzNW/SPUWym23rvTiUjTPMdVb78tj9c+a0FESz3I1JWEy6A9lWR/Xm32EMTIDQ+D3ZbVXXkHD9hwhQwqnigetf12Pt3ab/uyKg8EZ0bExtfqambxp8I/h6bUgtEw+t0CziZ9p/zhqE6CPe4VGsrB+dFRhWEncwPG6kNgMiWpf6kDekMDeEvm5Hc3jNYqJfCvr8xZ1oy8PsCq3ObgFt1dYXRBE8VxaVFRwL3qVMAFDVxGsPTCxFCGjtdQ77tv+jU4mvKF+Uod7DbTxGItrzkYh2QkLCXSH3k7Tui/yQGTwWssqJO6BOamFdZru0w4ZiW3Au29utFsYTSudaLZViNW0XIdOw9osyJhl9uGqtNkI7pF03fTMoyZZh5rQDhlzY+2qIx85jH7G+3KaXYWM4sONEPxTWcoM5jrw8g2QHWCctB+32+PT3ccb3cnw13dV3gmiWrybe7DP4aNddW+ea8zxAvAKZNp712pARHjiWymlOO5t58M27DDhXgkNG2pPbD8w67/XgM9kUss/Gjwf9jtzxNnqJd+caGvbyc/iMnnMAtpHtYNAYCAIRwTBfKH3mvMaWyJdPpYMdCRSWlSArZm/urlDk49L9Shw+eyl5toOU/EslY84BfMUAgwjwo+cKXz3ks56xYmPgqw+hreCXVhqwBoloJyQk3B2OucGn0yXbfHfIUG6s15ZoYr0UZbl/ptZa15LKK1Gav5+ztT6z1IBHiO65cjhVTomHXS51G5KNt/bP6hK89zSLmCDWvcpsdi0ZvyLPHmt11iVHfVenJtcLxlhzTX9w/ftXU7LSCcxIBhrwtdIL527WqTy9b9JnDMGOeSoMPGphIumsZr0F7WBFqHf26nkADbGWjpEhMc9SD6jUe9qVvf8wBEp14w3quXFOM2zsXeBtHT2JZPTw588T5vhcXhJvvYZFxheycc10CyprN8nHAV+vzU0GucgIT+fOIc5o7TUX5xmlNEHVcG1X9r0xt0bXQfD5XOGYmc1ScnUfl1o58aUglIFcex/fPpf4cMwHjSkDHq9kSpdafM3D69S/JCQkvGmMuWN+OOarZVkiISO6nOpY76K8J0TUYby7n7l7qay7INnA8Fe8BilcPek3hsALJwRzsxR9JlZboZf99X2xh+xo89N1MHZluuZfjfw7EPTwZ3kgIISuyNcH++RnDSfNPq0TDFUsmJXu1mG7g2AaDEB063Cdz1aXVlBWTv84JWCldais86RTM7utmvVQmx0dwhwJfH0cwKIgR+sQcble5TeWGYYxw+RdoPLxSrTn9tk6VJXVem5/oxhWo8pDxsizDCDC2YqqfAbIqYh+/nS2eDpbffcsfPeeSlerDtbcH3MzbtZf3zlY42vxkiAAh4Wk+bmyOI1Zvc/EmhaVrx23uj8qJ/h0Hm9/mhtqtU3dE1/elV2HRLQTEhLuDpnhwS8Hw4SPD9kqQynnJ56rstlXqM1+Pl3aqlUzHc2tCM4D7KEvwl1Zh3PlLjLYS8n2XJfqYEa1J8Ik/TXJ1dok+3oYc2Hv230oAajJ9cZZU+NEHmqdu4RbHzwnvgd7Z3+xidfa/Q+RbcMA93wUk1rnSWYg15VzF14JQTpeWofn0uJcWlRWq3lDkCHIqDMm5P7vZeZmssq5mJhgodeT/Xa0FntpdtxLw/VCNpNEHynpvgUrB5wq7ZZwroZJtxPBuXJ4Kt0iwi2iZDugW2M8tZmpbF89tgVqJa3Tfz00IzM86zx0cbIOTye76Vi/RHfqud+Re+BcCZ7L4Vqzh+K6/dITppGk4wkJCXeJY86DGYbMML465vjmqVxBmte1hSp3jlKX5WW9d5COTkFEs21Di4YsWxhx5TSz1DfpIdLJuNhpc6yp+uzLbfO0tnMBgqkVi2bg7h2xwVb9O/Ktr3bcz5hkXMdBfjkA0Br9a8yRwjaJGvVBaAmmPFsgUP+FylpkxtQ1/WuIQBdT9drdQw6BhtL3sO47h+GY+komHAADzWA1/abD/rSmmCMVhgTiHiTmQarf2d/SaxNqqBm+ldmkRZ2n0xTdo2h6pvfBSqi/FrAAeUZgbgzVBPqeqRzAsDAD7bxCe8SSxntqt/btlKQXmRqtcdW0F9yjtdc5auM1B+LPxdxa+pfEkAHaXJTiICfg4bCu3/aXWKd9a8HD55NFxnxRGmA29t2eQuLZ85CIdkJCwl3imBn8CMOR2iJjvD9m+NHzQucwmZ6cdVEN9KZeC2u1FVcXc2W7pZuuU2ZWEyglNYFk969EpO1zqgmyPac+uzUGP3vfwxgtJpNKDPavAd8bXZLdfIDdmPY0yVYE5+xr9h9X3nhpkEOe0TE3MjrrACI1u9qDZAcM1WtLZNIXztm5tIN95xtJ/bz9Op+uF2h2Oa9JdoNAaNssmNq+EYJ6/MGfvkvE22trX11jCIYIVSXIMp1kV0Sop9kxmcY2lYWQb/XlXEPyI1m3A+CsBjCGarRFQimLGmBO1XGfKwfD5GvDCc/lvAszVR98rtYZXFZW+7jfO6YM0OaggsNnT7aXqk6+xDrtW38vCYBvTxU+PuSta/14xWx2wnwkop2QkHCXYCYcMsZpRLJ9zA0gwI96jNP6EMyLln4TnnesMxORlhQyxpzof+X667K7YL+90vfNncpEB7Jt7WXd6pLxXW6XQLKdFMfDDxnTe46o8xDJxq48exTBk+eWMlfN1A650TaGXBwtv+v+vby7z6NH0LhZO/9sXGaTt7WOc4Bmfb1sYQ4xCecqkPAgQR9bl6HLHTKDLONa5WIyJdyZ4atlE1v19/BGaU7ABGS16ZoupVlugSEgz/qJWiDcma8nHTruU2XxWGQXWe0hMMZJZng/rkGQj99zGctcA7Q5sHB4OgmOB7OYNFsrMBuy6q8NLxECtk7w7anCh2MOQIPcxyv3VkvS8Xl4BfG4hISELxVzviiOhcG7mZHbkCNaMjkKrXz2wvPZDRJZN0Honch80k+oayHnTriJgCwbrtle88VKtN0YrY/88MLa11tijGQr9hn5ECmM66+7l+wWU6Ohmu9A+Jm0/CMzrG7ZMrfD9jz01dBWVnwGW3zgqZFvOyeoot/PBQ9IrY2/34OaZOlz46S/TpuhRDY3jDwz2grRaJ/vsmrkz5UI3AsYdjkBzk7wXDmcrW29N61ob+xTaQffp5XVWu9T1V/D7VzjlZGbRrI+hDGlhIjeD1twz/XHawzQpmAheDrZxQGcez5P18BL8c9z5WoDu8fi+nnUxLPnIRHthISEu8Uhm2fT9XjI8JBPv87CnHjJpL5aKJce3Za9NCMLmKrPFtFM3JzBiK87DVntpUeQ+axYe5vLW4EFbDVGGzb5uj+qPU2yG/nuVnRPS5dgN7XS4fPrycYvxtazo1B/THFNtr+v8oxXueAPISQqrRM8lxanSl2v2UvIRVxdWrGWB/RdZ0a7PZkgItwza+PjOm0GYNCQaxNlfI3RwGFMsgNeujbWOlUCnapLwn2q9JoMuTNX1uGptL3Z5pMPHmb1vTJ8nGYk/no6D/czn4t7JpBFts4AbQoOGgxZcuwvfS++BF7KLO/TqYJzDscZ86Gt+PKu6jokop2QkHC3ICIcZsqf3h/zyQg+AT01kuPYy21cMygj9c8T9dmlc7NMVkREM0IAQL5n7gqEms9mfNu+VpnWfd2M9obeibDuhTkku8bGgcekeSiD/ZI5/yAhj6FmXU3GN8AKcC6dSp6zpj+z2XAElXN4Old4LpsMnENTq145XKUf+xC5EWhAwboZGW4fJMm89DfrkVwb6PuxrPrDc9UVnbGXBLiceMLtM9lhTE68Y/K5n3CLwLuUdzKoApwqpz26Mxp9Zw5JnEvrYDfTbFVC3KN81jAjv2IB+VKyHd5NXxJe6mgF3j/hFvv6wq7pWiSinZCQcNdYYujx4ZiNOqwGc6q500Qnor1od8C5HM9Yj0X959ZlA1AH5bBNu6IgPYIxWisKYFXLoRjUQ7BmYYhk19u9Dwn5IpKNbTw7BB+amuL+TGl3PLdOLMWZWYKahA0NoXQOZdTazjDBZIQ801Z/S4h3WTmcKotzJS1iZ71Bl4Ps3npOxzzdMztkuK1tDA0JGtQyrMeaZQQ25Ld3uUECwIZRDZDssB93hQu+VkXiEDLc2ou8vi5Qwn0qbS8Zc7UioVknyPwz7lcVAMP12aHN2F64t2wtg3DMr/9GFGiQZK7K6c5O09XxUofLTMgNzfat2YIv7ZquRSLaCQkJd43c8OxaMyLCx4cChwnZ1FxyVq00yunCORmUSdbLDKSegwx8DkLvX8BPAHeYbxkmGMM75H9Qy3aXYOrLvCuPfgksJdmKbYOWyD17aEzd5W8N0R23WkgJhtURpbW95FCDNNPE24rgVFYofZ9ugcC6QMy8N4K0yfxadOuzmWg2eaeIBDLUBEyDWs29PJYtNURK1Ef2EVQOe2NrgEIAlO6ScIca7qEe2105+amyIKj6oXecPQMVEZzO+6b7qh2NMvfAoVjXhmsNXKjZnnGfXSPoc9d4ocN9LAyICKfS7RpQ6sUXdknXIhHthISEu8dSY4+vjnlvJjy0m1JMT0aqap9vktN5vD3YWH12IA1TcBEhF1FiH/ppb4Uh/bPH9I15PiGp+w73IN7ES2a115Hs9bJ3vbYyWWpwLxA0wZCa/A/5FACzXKC7xNswIM6hqhwAX7srocWUg4t6ucettGL386WIrznhkrRrmYqOJWSrDbPvd0v1c+DgvRu6hE36TxPDS3EnRyi1VH5P7PWcBcL93CHcpdWuDFNy8rLSa5sx9wZM+uqzKzeuKlqDe5JFh5KLW8JB8HzqVyO0lruTc3QrvMThalKiufG/PVVJ3n0HSEQ7ISHh7lH4LNYSvDtkeH9oz7YoYjeTEk+RVf1Vu6jsdJ/WIdJkRWZJxqUjh6wi06WlfU+Hd6LS2D3MqubWay+ZI7yEMdpakl1jwbpBJh5f28HN9ozrJaZbTBpYuXA+HzmAys1XcABKzE+lQyVotZUCwcuv9XeGgueABmXYk2BmDUbV/g0joOhPvb43KjO+JVdDprnOVAdSzQPqi1C/XVWurVDoM5QDFqlL9s4kXuM5CxnuYJo2V07+7VmJRJHxxcXrKmeCM/s1cA/ZWu0v/jJTenUj71ci1Mvc3gT/RfESLb7eHdoJiWAEeTXcQ83WK0Dqo52QkPAq8FgYfP207Nv6ochARPj2uaq/9riZh4/C7uA2PmWAFjA0UZvb4zWuy+628yLe4IhWb1Mnv0Rat01uvQM5wnaYJ9umje2COo20Q3byVnPezSQb8/tpB+OzoVrsvu32rX8r1FLxkMBGINcU/Twc7KoqC8PZqPLBiS5XRhfcObm4L2veHUm9majOeBqQ1m+7OOuN3m3EP2feb8Aw71bv7QA4q6ZwZPpc5UdOWhd+5XvNaHch0BpuIxYZq/mbFcCWDrkhZHxZc30uHZ7F4sMxR2aoViD11Wefy+tRHysvO5nWuuyXzZtZODydgcdDv6fKl5ZZvfXRPhSmV83w6WRRZP2fbcWNxROvFimjnZCQ8CpwzA2yFW/2Y27w4SGrJ4hza4T3MLkpq3lSxb5dVTNdxm2HXHSdYHkH+bjrSLiZfaZwwzan6rXHZOMBlwTo+hJywj4ku9naMBo3cU9O52zxhWvWuyQ74CKrPXI0mtG0g8GBqnJ4LquaZDsZb50HtGNNF27o1JZ+h3M4dC6DSqTbymsvWBGUVds13DpZlU0eq4lfg2vfW9bhon47yMm7x0FEOFeCT2er9fp+bJm5zGZbuV5K9aUz2resyx5DJQ5P5/4M6heW0L4pmAkPA91ZBNry6xq4h3vuNSAR7YSEhFeDrjRqLg6ZwcfHXDOp/sthipJd1EwuhHMyOyPddfSea4DmxPfWjtbrCxBslo/31Yr6utMtUvIg2+3d5crTf02yPUQiV29vpE47SMWbFl5zs9kvN/kJUvHe80OdgNLEsdie50drdK3vpex7u3ujs6lTE8zjgP5JP9Nl7/gh1PLxK6Z0HLyc2jpYt80lfS8iGO7/W6BPTv5cul6DytKqKzl6iPY1DNC6eMk67Zeoyx5D6RxOPXJlkUu1ScI+CAZoQzhV1zFGu5+77r6RiHZCQsKrwTFfL4HKDeM7D3ldxzY2X9yjPvu0QKrYXW6OAZr01BwO9TXdSgiGJpFBSr7USTwGD7T8msMNevkcXYcMBGK196Z7a3ZDy674dzO3NVQDfE00Wf6JDD2aYMEcYuKc1LWdVtRpOgSggpP/EnMrN7HvscBPQLi/eEYrr61wApysg5sjbekiGtteJPDWGawgJz/bplY79OQOQRMCUFmvunGXQYVrGKD14SWy2rnhF6vLHsPJut4g85fEs2/1pHQN0IZwjax2SmjPw/09oQkJCQkjeLfQgTxGZhi/67FAbhhjLZ231mdrrejMbHbHcXyuAZpOINvbGZK7ExHmdyO/xNQckr0J1Jrv3VCvHWNrPR/RvvVjIVN7DcTkJZaKx9iSzb52ffbcLH90lCCiuk57DFY0q12WFqey0udSoFneFQflfFZ77NFk5tGJUa3kuMEk0zlPHhGk8euyUoJ9SmFeamId5OQhu20FOJWuVVcfgoxFZvBcqgrgmgZoF2O8MYs0zJNtLF8Sz+XlM/rSEvtb4lbKorkqv8oJns77ku3djFbfOO73KU1ISEjowTHnTS/4Ime8P2R4f8gGJ45bJ6WnBW3BLrLZM+TmzrtPx5ga85Zs1JzTwZ4wr8luc4dsz52zju1pLwn5nEztVgRftyFSfI+12ZrFXprlbxPsqXCWCHAqKzz5em0n3rtgw7i13n14v0RKtocOKbsRyQaUmJDfmYOXyc+2b24PsluesgYvPa0+W0FprQ9O6nu29GS7suIdyNXp/bm0+PS8R9+IeVgjOlgLJsIxf+mrMQ6B4LnjRL5HsOe14Bbv4iEDtCF8OtkvKthxL0hEOyEh4VWBiPDhuD6rHWRWj0WGd0XWSwy31Gc7kUVSz1jWOdcArVu/PZbNDtiUkZ3JfMkTr2xF7XYwpJKejO5abCHb+5qeTaMrFQ+4x9psppDFXrnPhmkPQvvCq1TcOp/R3YHNhEznuKP9pcoCADJvAngLOCee2TYDFQCVbwM2pfroXhoL2UEp8vLkrnLaSzu8N60NxnninewJuTdqfK7sVWpT+3CrOm0mwsOdmJ9NwUJb7wV8URzvypcnMzxogDYEAfBpx6z2K7gF7wKJaCckJLw6HHODYmFf7YAiYy93VWL37mBaPbq31mcvbSMTc4ehGusYgSi0fifTWc+18vFgOrUEce32ku9iJloUEJiSLK+t1w7juMVEIpC+QVO0GdsYCwjsObeNa7GXnptwHQj+fpXh2mHnxBNrXa6yTlvY7URkhvrWt8fbJtuGCJnZUoAxH04A0HDwxELPz1Jit5Xo3Ivnlmaz21Lyc6XSehHxATa9RysntyPbV2aSjNdDsgPOzqEKgeEviGhf8woxkVfkLd/LqXQ7miO+nvvwJZGIdkJCwqvE2qw2ESEzKj8PpOGxMN65c1t9tmaWl03qwuJzstkifU7M8/dJY4XpV0Co3V4iJ1f35/n7mFp0Sb32LbPYIr4G199sQ6Zos7LZo8Z+68bX2j7WyMTb6wOdcfoMfjw+Ee1nXbmGZFuRmpjvw7PFb2v6mQklDQw1P7sF0dRjFDCRStwHjnmqbrtvqFsCFbcooVgKNUpzdSvAcyV4LtU4zUGQ+xdJ5QSnyu4WqBnCxkYVoyAQjq+MZAc8lxZ2QLHzVnHNq/TukK1W1giAzztlte8l8HbvSEQ7ISHhVSIzjMdiXYapyPQbIq71zg2vbh8WUFYrJhN+8jcnm131BAHcAgKyvvf1+inSUjm5E61LXUKOp8cwvb2Q/b4Vyb7sE95jZDZjW2N+BXsQi80yccBnZ9sI920YoWa41cRKSXa7HVAoKdiLLM31FcsYKHJzs0mlYL7JkKBpbzZr+Q3n7m75nTc8C6Z8n84Wn56VSGTMCIbMwVDtmmT7WtsmAA8FX7Wd3DXhQr32F9JNO9yL18AxN5ud5p93ymonM7R5SEQ7ISHh1eL9IVv1ss99Zrc7cTFEOOYGhxWy9L5s8xw4KKGYmiv3GaAB8wh6jKVmZW7Ssmoe5sjJ4wwuLyDb8/Y/TKIbdcN++xtCP8m+7Kk9J5t9TQO0LTLxwQ2imYBq4lYQMsyayVbHfXXtb6/uEFQAG8fht2tnkHYGaofx/AYkR2R5lkigKpyuSVrfRF/P4bqn+W4n1eSz+06l5NYJPp2q+l2cc9NhwomS7WvVUl9DOU7wBqCvlGQHWDg89/TXfpO40qXaklyIIcDmaxEC6AnTSEQ7ISHh1WKtMVqICPeSTgEOucG7Q4ZswSuyWpHNDoSrmkHQqx5dYmhXtAS8NKu98+SRWaX7fYT7knzO6Ws8nwhyZ58qK7+d4dkQyY7HswTXqJELBHvPGnUKfzrbCxnqylpPFr2p1MB2wrnbJXM4IWUlND3emQhZxlc3Quuen660fgjBJO2CbPcsu5YM3u2cmnQiy8w4W8FzqQGb0svKiUj9PPz4r0m2ZcX7eAwqFzcwK/1I7g2nSnq/x94arvJe3lCX3YfP5bZSiuzGZWivGelMJSQkvGqsMUbLA9HumT0GIzRDhMejwUNuJiXPms1e96VlRaWyo8s46e3TuqZdChGtasG1N2rCzTR4fokwS0a+5GiCjPyWWWygMf8aJXdRIGDqys4Z+5K7oz4nVzOBu5x+OvH9kEWlvVN1nCGrHaTlWzBGYkMmO5yH8J4w3nNgb4RAxFZ0yfZeddr3WJ8dwKTtvAA9tnNlcfZGcZVVIzQCUETGDxLuuyukoPfaZDA+u5XL/W0geNpI8F4DrkGs3h2WtfKagsi2rPbbui+vi0S0ExISXj2WZrVDW4zunLmv7Y/Wbo/Lya1T852lUNnnOMsek6SvrbNalNWe4dC8BWGibJh6dxQkamPf60u+8jNfLx4brgWjrfhPaNfT/aM1xO0//ctG23La8m3OBJNovmx8DwSCfYv69I4XGiovF3eeZM9BoOJ7zNX7FCFq+taQ7G5Aw7BKOPeCkmza7RkL7b/CtrtYQ3LulGMD8G7w/kXuvIdF5QTPZaVqCaeZbXWNb9ZT87T9M9t7FNowER4Or18u3kX4vjvdyAX+pUA7X7dDbuq2pHvi83m9Z0H2xu7NayIR7YSEhFePpbVLmWHkhsFo1zIOfecQ0aicvKzWfVk5X5M6hqEs3xZ39HvJasdQqS7VLs9dMC9zI79YH6jXFzQS5CGi3Ee+h+6P/mUDMVcyaUWzXfH+JPrTPhMTxzLXLGvofsbtCHafyZxIc19bt0yZEQIYW43RwprxJgxRK5MN9NchMuk7ZOtpC/L0sSDdmqfcoiHbXayp077b+mzohJ/QPMsB50oDlOIVQ6fKIWNqBVcF+8vIt27qNfXJXoNwzucG1l4j9uSgmWG826Euuw9OpNXnfAlSRns+EtFOSEh4E3i/sOXFIdPJTBZNaKYmXH1y8q478hLMIehDNW1bJ4ezsyU3mg+F3bA3Tcv4so6bmNCXTOwjizEZEyjBsJ7gNX2Ur9sJNDhlX/6+GV/4Ewi41O2n+k/8XAO0vvUDwaYbEOzhcYVroJnsNT4Dm7LanXXCNNPQZQ93wrCSYg+ybQxDrtR72UIw9HpZust7nVNrbbaWnjjXru0XQOu0vdO4EyXfhWlfUxHUy+yBLe9lw2+bZAOon7/n09vNau9Vv2xYPWiueT98XikfT0R7PhLRTkhIeBMgInx8yGdPfB98lDiWgc7NrAU5+TEzq+XbIoJyQjY+lLXuZm/W4B6z2jHqtmCdOm6ifrKNmrTquRGRus3K0FHW2dYrjD8Q6cXrOImytu3MN7A8NBBnr7X++rYEu22ERjXJDoEFYPl52pLV7i4tIjVh62JqMkmebC+dSBF0PRFMlpxsecqdCGxPoG7JObvn+uws3M/c/+4OxnpBIh7Idp61n4FgkLYH2V77Ws6YcczfOMlGcz9X4lZ16XgN2EMBwkz4cMyvriaxvsf8UiTp+Hwkop2QkPBmkBvG+5n12g3Rbr4wlnzvExGKjFEYxiGb1yM6hvbEHp+VDbmR72a4c0dflmOZoFDHHbLchrRlT8iOVq4hpJBlpl7XINuBJK9aF1HWWvRPS5KOPrl5GwQ1U3opcn0xHr9v68etgZDm83BMq7DxWTDMvRIBAl14OPSBSDPTS/q+G58Jd5t7lU3sizSw0SXbi4j2Hb0jYoRSEwAaZOtZJgTcAtm2PohVWTVH65Lt8w7Eb819nBvG8a1nsj3i77zn8rp9zV8KWxPaTIQPCxV6W7C0Zv6eg2/3iES0ExIS3hQeiwzHGcYhx8z4NlNRb9+FX/rWCSzUxfzxaHBcQLgrK6MkwXakkN3P9gDTtrrnPTHn1HveCQcBQcdOfj2tr13nmr0n2R6TfU+vGxPQjozZk+W25Lyb7Q5mXgRczT18Pih6tpwnPVWHZAP+MVic/V+XDY9PifEO9H3XawnBDJntKYUIw2fAqTHuuibCaLpke8l+7+X90EXIZgO46LkeIGjuD5WSu8bQUHybx+j4rFNCvgVLnn+CljAd8i9nKh5/PzqRN2eMRrQto01EeH/MdjVcnMJ5YcAjZbOX4ct5uhMSEr4YfDhmk192zHRRp700C9nNOGeecD/kDDPyeg1GWaPbHmAQc9ZdAp4Kv9M+rYfGMPYlH+TUpXWwrjEuIgLYEI65Si5zo9dx7Vj3INthkr3H1aGguYb+3Xs7d3ZErZXuJFMkTRClciOGcgs3G1p9CRYGNvz9bLg5qd1tEAbKEyag7vn9KzJ8Jpt8Tf4CMrYWRB2y7d8pc8/ZvWau6uuH8LwNk7W4tEfQ1GNXVs9H0YkkVG64y8NczAn+qOmZqVtNfjHo3E5vzRgt2/i8vD9kyG/cN12wLKtt7jX6dqf4wp7whISELwHMhO88TtdrP0Z12msI0pBRmTGMhyPjoWBkdJnjLidmYs4Nk+mV7boHwR1DuJfAZd1scGR3qFz/RCy09THeQT4zDGN8r2OfqWcs7bG9sPVZZ8xbSXZ33TCS5u9Qb92tuW4CRXVd9wipvRVU/R7k4iPkbg1hDisCWKLApoGygviR3DKRNIy6o0EAg2qSDQBuwUO89cmM1w/t6IB598a9Gh5lnXteQIOT2VCuENAl2yJAkbWPs7QyWLazBzKj3w33Ksu/JvqO+E0Zo224pu8OmaosXgBL6rTznczevhQsaz6bkJCQ8EoQ6rV/9FwNLhPXaS+d4qtsfHwtwwxzAEQIlRWUlfbbDjLOIb49lM0G1vfOHgMzge1YXug2cALISE/y4Jjdp1ZgJmTEEHEIXYTDYuK1yXUGdGIczDToGD6EzSRb2pLqYCDW9GSdLwUPJlsiTZ/mF3EYdwIwwYFmMTuRZT2bnai0OZD0qexr6NXeBG4EYeqvZMzXtW88V0SqbrG+PMRERM7JtAHavgjF/grr9DxJdOxDuDYPjJ8Zif/XLS2IH1oGjDGorAMBOFlXy/Ctj7gEZUpDxtsSeAeVkeeGUVol2rkhlFEA5GwFRLJrsIEAHHK+qSz43tD3jFbiUFlu+aW8Vqw1GH0oDI75ddp4zUFZCZyTWcGflwoGvFYkop2QkPBm8VhkOFduUBYV6rRFLJbmjpbU8hER8oyQZ0BVOZSVQ2X7SYWT8XZhe8rG4/Ex0yCJb0/V94WITv6H5Jp1O6oZZJF9lruyrhU0CI7X8frSzOzrn+P5PBGBMY9suw0ku6bRtfsZ1WNmP+4tJD4YqN2acCtvVYI9RYJjsrWEbMfLOweYgXkqQUskmLrPT7OjQNbNjiSoyFgDDbah1kuy2cCywMPg+p1dWusgxKOaRsP7ycbr58NF/elHBd/DyEGwaBQS58rVJLsJUPryEv9HrKAIddCsCgMLAlmHPDM4V4JDRsiMGqUFnK3DkZablIWgTQwmLXP5ErPYAWNaoefS4f3QA/yKsCYw81AYPBYvS8dUPm7xMDEO9l4oCfORiHZCQsKbxlfHHP/fp3MvQQ112pV1i2sy1xqSOVHztDwD+EwAKtgomzwkR9d1r5cJM8wQZ9EvINufagepdVw7Gu8t1Icuneuzn0iTNzwaQiDf7Z+bsQHK4IKzefuzBs6z86Fh9o+fLj5zIq2JaJyR69vvUgRyE1zZr0m4Q2AgkKpl87LpTGvf8kNZ7b7+2ENg4t3Oi+FmQsqGPRFckc3eg2l3bh6BZmyzkRngGkOnWgUi2iM99FXY680R6twD4gAX90QUwr5LEVB4xzj9hACcAWQVcMwJT0J4LAwIUme2RZRsH2aYa3b3GyM3jCK7z3r3W2Ls6K04VI5fvdHW0oz2Y5HVyrqXxqlyeCjGl0nZ7OVIRDshIeFNI9Rr/+DzuZesfDhm+HSqkNH8LxA7Im+eQlz7xwbIhZEbzchYJziNZbOvIBuPwYZhu5nlnec96prdrkEXiGauvevXlrlWTc4ZMLLO3Tkm4UQACdVtgrqEnDAtWV6KLskmItBOJmuAD9hIQ6b2HH5wRScInFCtSFiy/pLxWAGCMru7ruGetlsDMSOC9mPeCsJlu6/gSn7Nut8hMKE3eGZFM9t9GXzCvOBITKztmiDCQmSdSb6LDkwVKP1tvoJPQCtw5f+cnYWUWkNfWYeHTG0sKxEwEazTd/YauTeBcMjpi5aKx5i6pU5nh+x4H6RzDYiWZbTfHbIXlYt3UXqDwLFjKNK9vBiJaCckJLx55IbxnYcCP/x8vpgKHnOVjy+pD7Mr+9/arqQ5+rdhhsDhkJvaWTzIqsM6V+bZtTFadYXMeZdgx8R6bzApkQjmZjLSKm0OakdyabLkS9r4TCGuzw4ku3taiGjR/uYsWl+Lngz7GoRrHAhYywT9iqjl4wKQiM9iL8tOh7r8LQNW07N+tYATVVvkxN49f3p7e5w6IgwQUNHn3LkLp3QekI2HYBPcbYh1jKzjzSBy6ZFBPdn7gG6ddgw1p3SAYTxbi9zoO/i5cjAgWAs8FJhNmEVSFnsNKnGwjl+tNDmbaRJGRHj/gsZnYziVFo+HYWp4j2O+dySinZCQ8EWgyBhfPeT4+qls/94wCqO1c4ZoVquRBQadLZTd9TrziSChJqJagpYZ1MTbWgDSn7XZC8wEsk32lEKPoJVz6mDMBS+N7mYZ9yKrMeLTSgSQUZKsctYN2yWCQRMwuAbNGJLL14RpwU4vT23fys09z7ytB2y4ljFhnbu1QJaX1mkDoQbdy7R5uMUW6hE1NbwAagO0EDxZQ45iqXgfQm12yG5bBzg3TVX3IGpDBDQE8pjax2w6hNa9ALGOoSqB9nnoU/f01aMHTAVRSo3SQA3xQvBBvSMqB5TPFY6Z727AGG7jRtq260vqjT0Xc/o5PJcO7w73k+VdgnxGsJ5J+2TfuoXXXJwqh8dD/2epPnsdEtFOSEj4YnDMDUSAb54bss1MeHcw+OFnoDCEp2p6MmllHdV1nUx4/JUVWiD1IbjoGt/Cqq6BdQ2xcdI281oL8l+mwVhoaVKS/UoEqsmooeHM9bXIatf4Sg3foDLXDTsNhHdlrKUXcZ3pOK8iL8mO17rkUIIlZQbNctYClqSukW/tuf6xP/sd7slwzQlK3NcRxWWZZRFtqwVvmjeGbhAGQCdTuozkM7TkYmz+2ec0HsiatePmh7tMaweIdlAdWOuQ+TrkEOixTuCslsi8DL1ukPVk2PtERX112vXyMw6isg5M6kQeHMeJuDZcO1sl45UDGNb3TddMO4FQ5GrGmLjIAGacF23nyKvdu18SUxltZsJXx/yuyWrlht3HUzZ7HRLRTkhI+KLwUBhYEXw6NW2/3hUZMuNrACfcxO2Kml8AA/Ll5stsylwtJk6BePdpIUP2OwwyyJLjrU8R8q4xGvksdz1iCqOnoHWG5zl+rCqvFywjLXuC6XJyTX6sRoauxzTUHG1dC7Ax9JHs2Bk98CQ3Y5+bVAL+XrHBqdwPqtmkvw86u4gl4+wDK2sv/RKyy2GM/vw5EbDMJ/imIzF3GDXj7ux7WCoeYyzoYQyBhXrl5CPxqUUYqtMOsADIOoAJmah52Eu3+gvoGqAF9L2Fl9ZpXy6jZDvPDErrVOlEhCJjlJWDFUHlHDJmOKhKobSCwhAeclOTw5cOTNwr5vLLU+nweCcGYXMxVZ9tmPDhzkl2wNk6HPny/Kf67HVIRDshIeGLw/tDBieCp7NOPw85ozAGTGqKVo1krNfWZ/f1xo7nfGO9s4H5kuFYdj4Htdw3rO//LjLS3po+Q1nN2KQIvIP6y081+7LazWfr5OShBrm1DzTZ3DUQL6lvko6XgZH22Pc1RhseWE3x++t1w98Sjl8zs0HerlOy604qDfUT6rF8eFwJ0dcze26d9pRUvNnedLeAITn5+lDF5fb7CKgqEDToVIoao5nc3MHT26BrgAb4YNPA8mvrtAOsAGy1XrtyDrkxNdk+W4fSqtSevUImN5p9LZ2gPFsYMI4FQbLlbcHeOuZyzNK+vqz2WDY7M4wPx2xTWc4tUVrXa9KWMtrrkIh2QkLCF4mvjjnEAc+VBRHh4ZCBvj2hyAhVObze2vrsMcPhOVnKObXjaxAmg90pAIGQZYKycsgIqC5XbY9vQgL7EujLasdYLCfvIbhUp/hlaH4/tjkQ5l3/9j6XGaNtgZL+dna7/XlTvgABJGRhqTEn0zEDGO3j3RBcwXhW2/RsS5yATMi+j6fEg8C8b+I7Vac9N4sdsKRTQCwnd0s17BPoElArgFQOLpo7k0xnfW+JnKn/Go2c0y112gGlExAJqqhem4hQGIZ1AisOxzzrJVcWDs8VgU4OuSHkyRCtxpLzcC7d3bS9moOh+uyHwuAhN6/qHuhrMTo3sJhwiUS0ExISvlh89ZDBfRacrcNjbpAb1n7G5XBGca/6bKCZ8k3Kxl+IwBoigAmVJyZ9o4hl4veGUG86RkpbcvIRwqsux8PboKiX89Deuhnr2vxr5vHE+1tqjLYJEsbZlZPrAJw0smdCu046znwDUkvOL4l3dxLXJkUi0mkV1vk8WtMJwCOEUW/rYbLcR8fm1GJfbGdGNrsPxhAMfP0vdjI/9ERbs+aqQBAiZPGRkgbMsuzlJ9QMDPY/HxMVab10/zO45HkprUMR1WszaYDlUDAwEQPxYTecraC0QM6shPsLJypz+9kDGuw43lHQZwrdoAsT4d2dOotPoa9O+57akL02JKKdkJDwxYJIe2z/8HOJwhAOXh6YMaPsmc3tW5/d3u7o+i/IYo1hEDn0TV/3yGJf+9gMATP87aIWXpeEWwnT/G3EdfFDcvBA9tYGUSgQip7Vr5bxjuTkANXZ7nBvU5uzDW2izn6jJu4AmFvrOCEYEi/x1i025zNsLJLxd8ZQCmBM9Hs0JN3wuCi7m/g0nmQtxVZn+sIQMmM0kOWGAz2zIIKqGi7rMN5wzEJAPS2/bgkCkI9Ir8fOqpaM9HePmFOn3Syrmb0802fpUDQ12KAoUNY3lNhcD8DZOZRnJWN5RosI51vCsiCVr3+/g6DPFLr12ZlhvD9krzoD3K3TPr7CgMG9IBHthISELxqBbD9XFu8OGb49Wa1PPl8uu2d9dti3uGnZ8EtltAOOGeFUNbNKJ4Dr9ARfj+se25ysdnv5hnA3kvJlhIm8ftW5/msXZ1O3XFqqc2e9H17t1AaCDbSN94I5XhxwQDyMnvH406sZa29ZrwoBURO+Ubl5eztOImIt0rOeRCSbGlk72rLWMMylMvGLvW18QJrAAAPspd32sn/04P5Fs9cN4W+vF/8UcwLX0/LrlsjMsNx6rD47YFQ+jvnOAQRBRt4csiPlJ/gsJgFlx0Czb/sCoAyEmxh5Ptwi7C3CYLmEvqwExStgKXE2+6EweHwNg55AXKedMc3uIZ9widd/NyQkJCRsBBHhu48FvnlX4odPpZfIXja2mTAkH8RYffYcovXipc9MKDLgqdRjWRtweCkwYXFLr0ZSLrPr8vuk4QxqycnbJHvbhQ3y61vVawc0Enlp6l7JS8tFlQ9LZe2BKANqqBZqc5fMzeNspXR+VjSy9st2eo00nZ0gy/NNbZpEtved7tYnGyIgI7D43tYD1/2SYCuGjMJCNjvAQddfk8XfiozG+6CP1WcHGGY4Z/vdx2cw7Yw168xEqAQwohJw0wk+lFbriLlgnEs3+z1diUN1VrVN8YUQ7jVBm0pehylakfHd98deirhOO8nGt+Ft3BEJCQkJO+A7jwV+7F0Bgso2L7CyKLavPjtgDoe7NZHqQh12WV3FdybZtzgyrdtcB3E6ScyY1OW6bxlPfIKp2YVEnNXd2ozUBa+FL6O/GWKSbZ2SVetNtBrOvXxABD0ODUQQHHwvZyez7/+ppZRQNmZtF+trkh5ChMq3brJu3WO/VYXCIxlAJs0wFYaREbUmctZpiyrbI1sfkiz3/dqK3FxJo628xu+dua+fQdn5wDEZUvO1Q8bIfFuvgNIqie5TJp0qh4xY23vxsuCQFYens8Pp7F78HX9trI3ZVHPqfl4QBOAxN/j4mL8Zkg00ddpAItpbkTLaCQkJCWgmRz/2/oCn0sLKCWfbzknNlWzGGKvP1tZO09t86amGALDWRaZfLz2i5WCmyVr4LrrXTlunNdJp68ZbccUI/Zr7+ppvxVi99p4IGWyHSwnvEkluC/6eGiJYoS47SMGn+iDHCt/434bbRmYxkdIS8cbhWp3HHYC41pfqunqmaTK1XTY+ZxnyxmkaADtV0moP1rfN2FxNRI97qEWasw6c3W6Snc1oiTX33cNMsBMyFoYPvgy4mwc40fcfiGFYWss6J6isQ2YYx9zgbN3iB6F0DtWJUGSE/I3Wwq4NMJZWcMj3HcteIABfPeb4+Fi89FCugrN1+Cp/Hb2/7xmJaCckJCSgmXgfc4PvPBY4V4Jz5XDyevG1xkZj/bHdDHaypUfzHrDO1TIygtZPlkt12HcA9lnSuWdzyAAtlodTxOjGthrLxZua8UYqvQdG67U3QMI2pSGytTS8rs1GxLRn3NRR1nvuBHwJ4a7X8ePr65fN/nwNkazLo9Brbr37fDDd6iPdu8jGZ05ug5rCijTtwQQQ53rvX4p63hGNZxotcDNjtKFWXjHm1GcHMA04tovuC7SsXVHpBOwEpXM4mHbw4WwFhqVuAVZkBCf9bZKGIBCcKkFZCQ7FuHz+NWKtAZy9U/l4YVTF8PF4p1GAHVAN9NNOWIZEtBMSEhLQTKoNEx4Lgw/HDE4O+O1vnpVkr5w3j63nJGRHhhd6SUVhZW1dlx7aNhEJMsOoxgrPF+CWx2d4QZ19hzwHgt2dOzfGX/p5nK0OJlt9c0QigBhgR7sEU/as166tszqbCpLxmGQjyOmDHFsIQtIrH697ts8l19JDYtEm3CHT3F6iqdOGXMqRGYTMEGQkIDBVyysinnRfZrqX9M4ewhyzZZXWX5oSGoLe7PCy/shwkYlqZU6Q6Y/hFsZoGRHMDNnt0ls7uPqHsgQi1hKQFRJfgQZNyRIqci0DrK5DNhOhyBiVcTiX/QGPITgIns6CnIEifzs9uKeCKGMoKwdzJ4TPEOGh0FagREBxQ8XHreEEOOZvK+DzEkhEOyEhIQHtDNlDYXDMDZ5Li+8+Fvjh5zPKtf2zR2aH1o1N9f36L5DPVqMo1yKlShoBiE5aM2ZUr8wUjTwZmqo91cxl82/IdGulmPSJNOdr6urFRH0r4a6lwSs20vKl7svkR3/HH4f7lyNqrSRVGhfyCefwNVPwmnBHjL8+90E9gHbbHYbKhDPSzO7SUoKhkTSZbn9/ObdeK+sx1nPZicDNdB83UdraSciAMxzcrIzutY3R5tRl15jbOQAaZ8iZcbJtqbfeN+sCB5UPOlQDxmiZ8Vl5/+uMGaZQBdDZukXilbckJ2dsa2lWWsFLJ44JqnY7ROUNh1d+XaaQDZSVJCxDItoJCQkJaE/2M2Y8FgZPZwN7EJTW9PbVnoOhubySWZ2s9Uoc6+VW7XY1RMSbKXU+8OQkfMAMGPCrdCCf4lfB2Vizlsv3kXETuGmun3hJcbSfaNtjmfEl0Ptpvut3LA0fXqbJZkvMtDvZ7JhYh8+3ZLLmHMIF4Y72x6zjMd4BrZnrUyuz27vdVc+doHJBMqytxIKT+RJoBrZ/HWsdSietwEdL2x8uCLXfaSGrCyIUOUBk1OSPqK67HzpkKwIS2XQt+8AY75fdxdA1CcSafIY+HmfW4z4+o7hhEJVzMGxQOUHeCRCUVnDIGmd7QMdUZKqgOFdulZy8qoBjQaPBl3vGVtm3E0HlBNkLHX+QiXeDBYc3nM0GtEwsYTsS0U5ISEjAZQ3ZY2HwKWecKkKRGRTG4ZhpzfaSOfiQlDcmQmNfZ7ck2iqB7Jc6MmtboRiqwNxGtkMW8lYgIhjGYDYzSIK77uGzto12Pbbur/mUCNqf2++nj9x0M+MXvajnjKMO3owQyRkEO146/D9e3Le99rJp8nXP7dUcthG0Pvn40AjD+SqYUHAgJp5xShN8EAJg4R3Nde12ll6b+0E4/ALRZWyWokvH7rj9lHWqhGDWpPKkTNvfcxnBG3nVVwkO6sA8+faZcVEzAqzTe0Qy1CZ/zfqNuiLco84KeI6efSaWkuwwNvbnvOnZPl7bbQzBdcjtnBZfQxgzRqusQzHQd52JcMzNKjm5hcPnM+GYr5O9vzTMDny0rByy4rbENpaJX3z2xntLG9Z5j3WSzNA2IhHthISEBI9Q0wcAmWE8FhmeSosHZ/ADOaPIDAwzns92lmxzTAocy5dpJM16q7YvTgTlSBAhkDcOJMTDMAChwZ6+9wg1Rru8NiKajVyTxWYM12PHiIk3cyfjrX8h/BWbfi2VljP7VkidFZYR7IjARusEdWwgGb0kO9qA89XQg6Rq9JwNs6L43DXbokaJ4ADyEvZ434YaZUHfHR/OMscX42JX0fOLhvgF80OfPNZ9ePd6Jn1eBBSpJkIAo9lelnHr/RLI3V5PGDGBrHZRsOFQwrWNjocRsuB6DXJuFhV3GXiZvX8MO4zX+/fPksbydCxnDCt/hmCYYa3tKEm25LQbY7TKORQdFlm68cBSxozswCit06DmzAMSCJ5KQWGB/JXVbu9h7LZPmcc8GB8UKUak4WOfvQU8+qBGUHAkrEci2gkJCQkeGRPOEct6PBh8OhucK1e7OhsmPB4MTqXDeWKWNGaKFE8cxgLGt5heWBFUMzL1wQytu6AxBLHbewffEoap5QgvTmW/a0j2nGzlEFoZb/1Lx9MhdEL6PyW+86TlceColn3PHlOc4tT0uhDAEi/jCdHUBiWMv782du6Zq7P7cTAiGm+TYSZYgZc7A8LdMdaD30VOUeeeXbvPPNX/l9ayQfUwRMji31sruwaxjK+7ZNPOvsfja2ko/C8IDs8l45gziNHKrMaqi9aRSrRRoD7tx8wo2Uf72o+2blvgON6FYdrFoK4eC7wxmiPk3L6nnXOzasBzw8i9qeTZyuzxnX3t9kPBr0JKzljm7j4E65VG13Qfz5hwyMYJdsBblo0zNfXntwxwvFUkop2QkJDgYQwhdr3KjdZqfz5ZHHJCddbfExGOhYGpCM/VcG577DuqRbSj2udbw4pDWc3btzpl9481M4SqWm7e1qYht0MwRrNOs0qBwC7aBi6l4vuNL94LWiQ8/CMmnm3iLT6HrM7cenkH3M8nxhHaeUlMnIJ0FyG7PU/bHejYkppcByXMLa7m9xlnjYHgLN38QuBv1UqQZU2Ndvh7+tiXmWaFMTp/MXT8bXoYssXEeu+YTlsrgr4PRJRk72mGSNSYwzEte+70NDqcrDrlV7De5AoAA4a6mgbqPcGFWde6astZYCawa4j6HnGLygmMk8tabaKWA/kUMsPIjH4fnCs3i9g4CD6fHQ4ZIbvzzOqexPhapnw5Mw4590rEe5c3+wQP7hUPhanfe2PtSRPmIRHthISEBI++ScFDYfBQ6JdwRoIqch/PMwYzDUrJhyZ03cwvEw0Szmt+zVnnFvXE7qvTjhECFcvIwctQbRHN6DUke5ksda5U/JrotsuKM71wAusA8ZL/NSUIdYaykz0Phzwrm93dpt9gm8BS67M4aMDQ4A775YbOd5tkt6XBzrvog6hlqBSCBFubqwVZf+lk0q+glok7lW5X1rcbywhEjJxVtbCnVDygSw7WkBbnHNgYHSP0HoNDi3jzgFtxwev7Q28poSEf0Ngzqw3Ad2YgZFFWm0gdyHOzTN5tWOuBrVOfjCnTNIHguRLk7r7bgO1Rnx1QWsGeXb4KowQ7W3hPvuXe0kzAQ3R89oUSAG8JiWgnJCQkePRFqQ+ZQeZdRysn+HRqT4CDlLysHE6dyfGw4dbl726d1F5KsoHhOu3mcyDLCNUSGfkL8GwnKtUU0lpm6+ZP5K+Zxd4KVUIHqXlTAy6k2u2lMsDaaXxrNvtiu0Ag2yFj7qSdsA/Emkck1gEXmWxpZ7rD0K1n8CRoZbfXPHd1bbVrss6ywhSwJqyVto6CYaDc/x4LhnUxTOQ4PhdWANOT6Y+JNzm5IN3Fyv7VrR1sADOBvFv7Xq+bygHGafeI4NDM/p7ucyWfA8MEwwbOaEuwasKVsXQO9o6l5HvUZwfsESghqFLtmJtVWenMm4S9VRxz03q2X5P3yr0iEe2EhIQEj6H2IQ+5wSE3OFmHsmKcbEcOSoQiV0J+Kl3dc3tuRhvQCVY3enwtIzQrsphkBwzVacfIzHyyfeupoXPtmlfNys4jGyaqBd6KrVnU3m1Ku61XXUcdOTS3lxmu2x7KZnNNstdQ7HisQeBO9bbWnNe+9lm9ypCaHJL2uWau210t0RI7r4SQzhVcqojoQ1W5WhofDOaCxHzrPTfEceM6/rmYkvB2SXeh/e4W7eNinxsfF/JqhtLtSbX1XJROYHxWOwQzysrNliL3gZlwZKPtFr1EfSi7GKTkx2K9YuAa2Ks+O2BLnXZuGIXhxUqDLo43dj6/JYhUwRfDOlnddz5BkYh2QkJCgsfQpKDIGIfM4DF3qHwf277JKTPh4WCQW8Kp7PO1Vgy1z7pFSjsYn63FWJ12jMwQrL2fiLhIcH/uycRjnG/dg0x8DMGNfOpUB9Mwru/M9jFJhzmq2ECiuuiwHeqf7PaW5UZy7p74DC+o2e5iqEf12GkItcnWqRf6WBYwCNCdP7luxPV9y10uNXnX47FOICQQIpDTft8MApmoDdcCjJELZgLbpVltAc+cfGc+o322ArYWhghktKZ7CfZ4jYSs9p4xrtLXalsRZBRKHPSeUQn5NuJLRMgNITeAZILKKrHvZncFguez4JjjblqAXcO4bEmddsak5DrjXXrAG2+W9lZxzEzveXKCVe+dBEUi2gkJCQkeoZbvQmIrGuk9W4dDpvVzn0vbvxGowY1hwnNpce6ptezLVPfVae9NUd1Md/ExhDrtOYpvYwhwtKnP9h6opeI9n4VMJKPlgwfgvmXiwDTB7qs/rh3Fe0hjXOst0S9D7+9WO6+ZmargkN7/IeBIpdxLz/EQyR5dp/Ozg4BGbk29b+apD9aqT2qvAARH8LBv3b9hT/YJgA1twjRAMOcSBJfxXhDVWdglWW3BNOEhaLAtzrA6eJVLBTAsskVy8h1kw0Pv942wTglwbtr35N41xUSEPCPk0PNfOUFlm57cAuC5dDgI7sIkbc/67ICpc2qIkGeavd7bsOzhDddm92WzA7a2w/vSkYh2QkJCQoSsZyIm0LZeD7nxtc0O56ptjNaHPGdkhnAq28sOZk6vmNSWHUg2ENVp07ze2TqP5hcj212p+AX8Z3pcjax6T5n4NdCViS/BGNkO247U5dE68ORsamy64lzuFiTkc0AUFAjLLowIerPXAp8dpKa+Vnz2mmeS2XoHCxFUFmHNPt5qndT9pJm8UZoIYH0dtBkeo/btHifDgM/02mXFDGNZbYISvbGMpgNwdgJ2SriHDNQC9notXsMULTiQd783nFc+7ZFN7YJZ696LjGH9viu/v+dKyXaevxzZ1kDL/vvvu3YZEzJWWfg19gnos/eWe2cfsuHAxH1o0l4vEtFOSEhIiND3ZRO+248541QNG6PFCL8nJhwPKqM+lQIrbjB71K3T3kt1LaJOtntR3VA7OjcqYBgg0p6xXVyLx45JxWPE87agKgA2l5ReDXNl4lMgnxHuZvrrbLZEVcjUmJ4FGX3/2IAlBDtez2GakKwl2a0N9P6aUFqn3gMrsKY+u0uy1V29fyKvvFog3D7/DgJnh2XlUxm9uobflwJUS7PaPfWyDCXZc8llQ7hlFuHeClqgxpiLkOHvI4HVglZfa6EGaoQC+n6wXolhrXsxGbmhfeTaXVjRwNPBGGSG6tKEa+Oh4Ddbp0wEPBbDdPBOqr9eLRLRTkhISIjQNzkNslAiwrtDButk0BitWamzXcN4NEBZAqezwPZMza9Rpy3SlhfuAgOwHXYf7wOTGtKUQ+drR4xJxWPEmdvQRgpoWn5dE2smL0GGPXdVmqHv157NbYO07r9aBmg9c821BNuPst6GyqI72w5L0bT7eHdM3frzPn4VMtjiBNaPhoOEe6Ziculhd0k2gFlS8OCUb9AONjiIl5UriTSssu0pYhB/uiar3ZXLM7Tl4RpCEgg3ecI9KnnfCOPbxe35Jiqd4IjLDHZl3U0zoUSELEggAGQgFDmrmdqUumdHrHFcH4Jh8llrvS8eiwzFDQMIRHjTtdmPxbgD+1KzxIQ2EtFOSEhIiND3BR5/zeSGUWSMx8LAjhijDX01aYabYUVJt40k5WP9tNfCOre7HN0Qw8FqVnvBbJU82ba2yTTTHDa4ANozed72xDUEu5kbE5h9f+A7ghurdR7BHFPtWDYfiCcAoENW+9poDcnPl4yv2Z4XkXfmfGvqsS/20/k51Ebb+j5EbdbmnMrG58stFmSCpb/t31xeIgJUvna7G3gQ6L1PIAgRZMTsu6sMIO9ybhccS9zqawvJbh+DktbKqbmY8QGDPV9hWqsN7FnNElQmlRMU0cV0/nrvXS88FxUEqKTOyIagmvPlEc6Ff8/zIpgDAtXtzuavg7pUI7SiM/7n7j1lnWi06Ubotrx6SwglcQnXQyLaCQkJCREywxfkpEtUHosMpRU8Ftomq88YbcgcqakBZpgCcEIooxruPZPa1jpsMBgfhU6GsGhiDqDutW1dQzjmkME5mKzHjmAInsH1jZFgSG7a13wIW6XifYZovctRe0mBtCXj1GQYW2R8ZzjxUmhqpOJ7FBjoPaYp6iCv7VkAQCQFZrowUOvD7Fr0AZI9JhsfgnWXUnKgMaqz4mXl3N9iqa8m3hiCW5jVdiI4MNeEeC8IgFIEVSXIeV+iDWh/Zyf7BSEJnlRbd9FLrXIOhl+OzFTi8HQCHg7s322A6bn+gXCH2nLx5LuOu9VqmvF7JIveFRrQQdNiEI06JXyHKMGef+/sXGI/CiJ1436reH/IJp/blNDehkS0ExISEjo4GIPnqiHP3WlFiAKLCB599uU8MwV6IbckwqEgFEJqsGYE1rPjLdNWK+J7xl4HzATypGiNxVqQhlbWzSaDY5hLsg2FDJkAIzW5xAR26w3HpjAnuLBUKr4HYn1BkIzHBmijLuJL9zVwgztR+fCmeuyenSl56L/Tgto2PMVKth0cmWlDtBnnY4hkAwCNGJqNoSslJ2pzPIHu0zkl0fE++k7r0lptvT58VYdrAXyZjoMx+/WJJlLjLLeDQSSgMTvnM9rdXs+VFRxeeLZdweH5DDwchkljIL5zbsb4OYpvFyLgXWGQm+vVNO9tZjeGd0W2e03/veCQ8ayyhiQd34a3a6GXkJCQsBJ5x7ymL/tzzBmZUQn5Y2EuTIGGvpsGJeVEOOSMD0eDwvhM2srv9+Awfk0QEUwwRVuJULe9td/qFMlmKMHOmOv6W5kxWVvkOr0jguv1Hi1/555akeie7ST6gwrUuf1Idr2jHoRzvtdEneBl4hN1+917WYnqtL/BVJAo1GQPYYtXVpAr18GJnnMmUJ+Gqpq+fsbwrIkhQ9U/TJfBw2vAQVs7VZXdvL9whoI8eQ+Ed5j1Lbdi6DV6+VqUUhyez8NtKZcgtIUL5zD8yZhRZNeVWt+K+OWGcHijsmoi4N3M6E+i2duQiHZCQkJCBxd12gPZn/eHDIYZ7w8ZHoq2GG9o8j31pcXEOOQZjoXBMWfkM+WrMSq3T5ZmCkECuGVKRRT6jq/7OrK2n2QTGnJtTEOwgWUu0UHCfCvs5SoeYwnZBkIrKa6vb4uE74juuGo1/077DBJ3N/t6dwNsCuvcKFEeG2af8VkMlX5vn4oRtORkjIQ6T7it7W/LVY9p4lk0IE+ydRvXzjDGW68EOFVOJdo7IFvxfu1DOJ/BdKx7Hap7qEMBcHYO555Sp72Q3yAyGerLr40xJ+7XjikDtBi3CKS9ZSSinZCQkNBBqNMOGPo6Mkx4dzDIjCfbcfR76LtpxndW2Izx8sZDrlnubAaptdbdzMgrZHy3Ue1A2LVucu6WRNAyVQMacm1Y1QYxuW6vO3/iQERDpdy7o5aK7zyvmXN9xMuqdVFfX0n71t2Ooa7Jjt20/flYM4SgCljCbyKz5gtY6W/fNMYxp0g2ALDZ3qs9lGG4AZLXGhP0WLQTQf9yhqm3hpeg9bdZx/Rsrvngniid4Fxa2BWZ4vjIVEK+8f0F1PJiESXVXe+KauK63BLP1uFcXYdsZ1duZRZw7Vvu4BVrbxFLDdDu4659vXibd1FCQkLCRhxM80U0NnU4ZAaH3OCYGzweMuQT2aA5X1qGGV3KaZiRZ6x1VYZ6TVevXZfdRXAq5q0TVU/uAtmeMsYJBCaQbO6Q68k2SQsnvNp797pk+yXqsZt9+4krhRptqTtb1eR354PvupnzAKlfWhMe7g3rzyXH+5qxnbHkshVp9bkf22hwNR8l2cDmsgnTMZIKdcJTpE4AlNahqlzvssa0wzNBKt7Xl9nhZeo495KTG+bZru996L5vrLjL+2SkRv8l8Fxp3fueCAqiW+Ca55IIeMzfbjZ7jgFawn5IRDshISGhB3Gd9hTxe+dlWI+FwbuDr9ceWmXmhJAH6i3Jk8oiNzh60h3k5deuy+5DyEbPz0VPb0/r/XgwExuynIZZa7wX1FKvJbP7k+1mS9cm2dNzKqlHFMYSt9WpSwR2nZtRfe9Mut7OPDMhKx8vvXTMNKEacehktoe8GJxMytWJt9Whd0l2ve9Jst1cSxvk5J1lgzEa0Chrxt6DtzSo6qISoKyGM/Rd9B1FZta/wbrBEus0iNE9/7fqYT0Xz5W9qCffguJG2WzguoGdt2yAdsznGaDFeJtn4nZIRDshISGhB3Gd9tRcmIjw4Zh36rX7X69zpweB6I/tOpDuMAkuMkYeEe9bgP2+9slqR9slIPMuw8yNJJyhhHetUdmWzFcg23ugTrLuZHo2ub+Rc6WnROra9aHsci0l3zrzItR9oOcQzTly+qHz2Or7PXN4U/dVLCPvG5ezM0g2fKnEynMZjKiGMEa2u6s5wNdut0edG0Zh2JfSjA/0mkR7zilyAM5za7d7NshEyFe+w7rnJjjMd93b7ymjDejz8FS6Xcal5+92lOJa3nJv2QDNsPrKLMWS1msJl0hEOyEhIaEHcZ32nBrXkNHODOOrY46HYtuXNXtZ9pxZprUOlUhNvI3RjPchIt4G13nhN+6z27La4cuc4Ou1iWAM45gzjlmmkkSRVa3EYmx2LCbqtsndNJZbzb3H1AGBZAPwgYzh69hkt9eSkqbF2hKEeu0u6jKCns/WXibiGV4IA9duTiYbgKojVp7DuW7ZsSN5d/0+VL5bgYj2rs4zdZCeA4f7ME0qnaAsx6XkQ1fXMCNbGL2L67NjOHdZ0+/cfZyjGALB09luzhAXO/dRn8K1Mtpv1QCNCPjquE4ynnj2NrzNOyohISFhB9T9tGd+0RxzU7vLfuchw4+eS5Sd0PuS6UFmCFROuRoP12W35J+mWV7835BQn+t/t2BsMZgJZAVsCG6m+1RoX0ZQBypmwLh+alQ7fxOBZL6UuA97JEKUbMsm07khonZLBJIdX7K5Btihdnt2DTWFmu/1EnSRtlv2lOR+y8R/jlTeOtcyaxPBLPM1ggYb1igylrakCuZcmYmCWTMUOvClK4YA52iW7NmJbK45HxzPAlgAsrLvdsbk/R/mYeh4K6cqgUMnUGGdbDZf2xsOguezw+NIj+0xEGixHHkrrkG037IB2rsiW31sW81Ov3Qkop2QkJAwgGPBeK7sImLw7mBQOYeHIsN3HnP84NO5lhDKGCvogZkxIavsMtpZ16AOGE/VE5iB7GGc/QyLEBHEENgB4ggCab6cw248qab+XQMEnAeYZ2jhxaQSdSe0ym14T2K7hWwPZWeviaD4rq+dv5YIf5H2y5aFk6pAggQD93ZEsFu/XAENEOmxTKkBBu+zmdDnZPrZck58OQHNlk8zAbSiBmFL3+fKCgwHs8GebUMDZoGYlpUDWFUlmSFINU0+r3lPM5YFyRxUwg9xvQZuQyDSTP65mqedGVN/VFbfp7GCwIrc5cS7EodzCRQrZNNFdttsNrB/qU3GhHdvNJt9yHiTwi5ltLfhbd5VCQkJCTvgkBkQlYsiuqFe+4efzjjmBl89ZPj6qVplhMNEyJlxGmBz1rmLOsAtiDPgS5GJTk6JVK66Bkx0kamw7rJPdiAqIv09tAexMxMIZNu5+RM/94KZ7EAdg6qBqVEg1ARuxdiIwrYjaWwvwd5OgJ3TUIBMbKMvRrUoIMUqo5+6vwShXnR+wGuNv4ChcUn/HFgnYPJRFY86u95jvlg6gXUOWaYtvcoJ8umcoLcdwguidALnbKsl2dRp1PcuDQb+ArTOfnhjDiFAGBHtl5axjOBkHdgscw4n4ObZbKAxPtyD4BOAd2/UiZsJeH/cRvXe4Gm5Kd6mRiIhISFhJxxzs/iLxjDh/YN+cT8WGT4cs9Uv20MxYKomUsvU7wGBpKth2fptxLAigxNTIiUs6jo+b4/XqI9c4kYeZ2FfYvKimWDUJDuYnxkzbqy1ZPsq16URQ7X12w9lDt0exYOD2YC+IMEQnIg3Hpte1hDAC7PZhreT7AAnjezWwD8/I2ZnDr5uG5isX76XOu0uLDqu5DOuqzGMbGK5qfNh3aVJ3D3WaQcIgOfzfPd2QE1DX8osa6+z+O64XlZ9zyACPj7km69Pko5vw9u7sxISEhJ2xDEzq7K8hWG8K5Rsvz9k+HDMV71wDQ/0zF5QR3grhN67a0lBfJpF0NOzuB9MqAn32J6vdb5qsj2yc82+d9a70nj6999M+uP9Bvfvpf2qu/BlvWqMx41BXg/VXrxdoClrCPLxsbEybQ9khMz72LMfxhF6ds8pCViazR5q4bUWRIA43W6c5R2Dg5eS03TC+lomVVvPQDgG69zs85+Z8e4NU+85EW3z1cU9Z7UdBKfzvDflS2WzA/Y4i0XOF3X0bwVb6rJjpIz2NiTpeEJCQsIIioyRZ1xnA+eCSA1iHiXD53OF98cMToBvT0+LJghMhCwj2KpZS3wG7d5ARDAgCDOcs4uJba1eFqzq76o13KxZOyctMe+1TxcRgSE+q9f+rI9k60pKeoAwaeyuiL7f9u//4h+dTfn9qHm7LmQYcFMa7Kn9DknEqRkMhbr+VQSYeuuxx4y3hjIwi3btF6aJBz8mlkE6P0Rel2azsx459xYYZhz8u8w5QGiZ9La0ggzNfd6H6yVrCVuplUCPYa5p21i9NmNe2yP7iuq0A0pxMDPqtTPmV91v2jDh/Rutyy421mXHSO29tiFltBMSEhImcMzN4rYvgE4NDxnjIc/ARPjqmOFx4Zef1gFyK5O01ADtlmDf/3upPLZe39cNbzm+Vg/uwJhuINckn8WNbxUNijTZT+d7MFv/x4VMbXDQjv9gPrUIy3a34Vwz2ZfQK1sEVJuiSf1n2bE2GewxshbcydVoa7kIccz0rG/ITNhFKhA2MZbV1mBO53folwYTAJqZzSbsS7JDj+PcNE7qAkFpl1/3auKOvGY/7T3AAM5W5vXbxnB/7bmmdKFOO8Y9Z7QDTtahmjCcPOQvSyE2KXAAvH+jddkZEz5srMuO8fbO0G2RiHZCQkLCBI7Zush9+A4/enkaM+HjQ453C8g2eSJjPIHd2wBtbzARMpCXvC8/ZzK3BnfWWFTOnrHWEd6m1ox82ysNiIQMWkOoI7f2K49HybaXi1OTdTZEICatIRX9o/+OSX8PWfTkeqwGewyNrHx5TXsf+qXa+5/VvuMcG5vtkbYzj8vQ631Bz+8eBMB4gp0Fgt3Z5lqyHYIJfetdq057Lz4UzuvZzSfbhhlF5/0/9/vgtdVpBwiA09kNjrMwvNoB/x7w7vA267KZgK92qMsO2FIKlqB4e3dZQkJCws7IDONhRR1XPBF5LAwKo2T7w0O+KLPN5GV6wF0ZoA2hzmqbZaRH5DoSb/JZziwi3XvF6ZvMsWgbMhcM3HwGeZe9rBmXb9VGbZKt2X796r8YnU+Lx9l3wfzs9Rji1YiaOu6hzQUSPbW7+BgCl9x6ZQnt4+xmtcUHJsYQBwGCzHhqwhrad20h2YSGYBvTPr99uxcEI7eligZtZ9ZLtq/wEO9HtJt/n53MLlExhmtVk8F8Oe1Qnfad82wAgIXgVF6OnUAvns0G1p/DImMcVrQxu3cwAR8f810DIK85mHIvePknJSEhIeEV4PGwjWgDwGPByD3R+/iQ4/3MbYaJN+F6hl57gomQkxKpJUZy1kqrtncvxBMy8hnZPEjLV8zg+4i1izLVIlrDGqTkt56qhGxrt35as9EcGYwNbICiddEEQKYy3mPoC7mQJ+8t47RQXz9z87ExWv2cDJzwudehb32OZO9SE8nhQcY198Q0WUpheD3Jjsl1nl0S7LDU0Jw5uKYvBTPB9mTEr8Ihd8zQxeUSZ+tQVnbW/Zx7sr2UfITSjRjXMo3bG2d3KSE/5vsa9K3FmnNoWM1J3xrIZ7KXtGabg7239yXi7d1tCQkJCVfA+yJbbIjWnYwEB3L7VKGCw4djDiLCt8/jlY9MgbwJGK+EbBsCVwJhAttph3Rr9fgAncDvmRUbyiuzT4EakBLlWtp9uXyQYc8ZVqiVBgL5k/BfC+GjPRGT7Pj+65Jsaq+E0Pe6GXPftv3fYTnI5DphX2Pz8nZwRWrCPRcCASMmlxuZ9gCYGZV1s58/K0BOwdl9eEhrCXYsxZ9edvxzJxowWkIiiQhs1Lgwi1qEXYND9p2e0A8+BD50v3GIA/W/w8/OMNi1N3YCkJFDnjXlJc19rT+F2v9AtJe8nhzCu7vZ7yso065xOjtkRyVchgjFK3XpZqL6O/et4atjjvwKUnjT40+QsAyJaCckJCTMQJ6pY+9zj5RuCH2TVmLC44HxdAZKp2SbifCjp3JwAs9EsE4gIGRMOL+CWRp5GaxzSlDciLGOdW3DIEM7BxNmnC6O2KAIabsm53z98vzz3UfGyUuk+2qKlwZv5uy7S7KD23Vbvh2RL6JVhL9dby6DvafnzmsDcQrnK2TV4/0MjYN2nGMODZfCzhZsR+Xv/VusM/kLJv5Bbr80qzpn+crJxb0zZzww3CLbe9Yfx2TaWleTacG6d8TQkVUiQAVkWWeJQN79IQXFdOXHUisdaLi0wjrv+h/x03uv0Y5hIThXFkVmcCxeZ4aTCPhwzN6kFPrDMbtam7U1rU0T2khEOyEhIWEGiAjvDhmey/PsdXqJtt/W48Hg6QycrcO7QwZDwA8/95NtpqY2m5nAd9hDuw/GMKyzABPEUa/JWZBhxwg1xXtNRpdsRsQbOrmmPjlcx6mM9mAbLw8mqp2/955mh7F1iZshqqXEYSpGRChF6szcHjLWcEwU5NKIpdzTk7VQDx6D0BDummD1KQMQ9r0PhoYroWh85vlin812TsCdzNDc/tgET2apIdlLQZi7nqCyQG6Wk39hqsm288/umsxh7S3gA1ytbLRse+8NBYICKl98P2aSFdQHmdG2X2XrhSC+Ht9fK3+NtfTCIa7WfAWx0hZOleCxoFcpJSYAHw75mzQ/e3cwOF6x3vwtBiZujUS0ExISEmbimBkcMsapmt8ahokGicxDYUAlcKocjkWG7xLhB5/Li+Wtl/bCZ8cywziv6DP9Esh8H1o2/W277EArLya6aIuzHtPb6eu9HVDLrYnAaPMslYkLnJs3ee5KyUm7TM85iEHUJJubbGSQJPe1iYrrmvdGLC8nL5edIl1Bsj+GIOFt15dLcw7D+aT9jLNiONHnkEgVAhpQGdb+BwM04qCOEJ/9JBgeJnyBDNIGYn0xlgWTZTVHQ29LqzEY1qIWawXGzA98jBHrLmhjL+05gY3KCQgOpoeUZVHGeqjHtoN/D3hjg0C8n8+E3DT9tF9LjXaD+xvvXOXFu2OG/EoZ35fEQ2HweOU+4Gvamia0kYh2QkJCwkwYQ3gszGyiDfh64yjN2Z0cHHMDJsJTaXHIDX7sHfCDz2XLnKgspUXYDROM7c8Q3xuCMVoJza7GrcniuuzL9QC7cWIdMLaFRhq+QBIcS7D9LwgCEuqQ8DaFjuu2NTE6r+a7b79h32FOn5kmQ6pkcNy0KUi0GcvGsAQigJCe4yFp+dg5mFPXbWr1QzAFG6O/0yDql/9KNEhiAk30eg/O6gFWBAxttdVaDvsT6y6WzpXX1GsDSratKNmWTAYvoHVuFrG+wNbXwcyTq1nqS7LdvXZMhKKHbMcIxPu5dMiMVeLNem885G7SJO9ecMgMKieonLubrPacy/n+kOHwSmvKx/CQm6ubuhGl1l57IBHthISEhJkoDCMzjGJBRtkQoYp+7pujFJm6X38uLfLM4MffM37w+YxT5WCdUyOdjgtalhFc9XLto5aADYEqzegZK7AICZ/h0bclw+vRJzUO8vCxuvFl+2jIYpuE9zDjzi8cC8j2n4sp6a14lh2baRFpFmI82yMjP+0HjrLLsbQ8kMtRkj1j+215uv7OEIFNHPDw6gHRz6aIXR+FcIKLgFA3gBbD+Kx3PCbDuo7xJ4Uxm/dtwnzZeBtr6rUBLRepKoeyEpii+b0T0TrrDWUvtJFoL+EMpROAnM/Ut7PZ7W0q2S6rcZM861uhOfJGj07wo2eLwoi2HTT79E6/Bow/RgB4Pju8P94H0Z7CY2HeZBuvd4frZ7KB5Di+FxLRTkhISJiJ4Or5eDA4f54pH+98Vw2Zi2SG8EgGT2cLMPBj7w/40XOJf/ajU7ReOzOevyJjtIwJpQPYMMRqbePUyPeQj3czyqFF1V4QkcmeymNgImTGGyb1BAWG9wsA0so4zCPZl8GL6znZ92SGpZHbY0RSPodz9K0bKmGbj0J9M2rSVJ/nnvuAPQkGmmshTi6OhEl3JK7eS72/zOjzTD6D3boeonXbt8L6jNS6em1Ay0WsE1SVAxE2kesYtIFp17XuC1BZAUhqn4Mh1Jlt6wYDR0HdEm9FPR0EthKcKiU2uUGvbP0lEdcAWxGUlbsLKfbY1TzmjIcbkNFb48Mxu2pNdoxUn70P3t5dmJCQkHAlhF63ACM3hHLM+SpaJ8bYxDdjNUn7fLJwInjIDb465vj6uVT3bmrXAb82YzTnHECAEMHK9Kj3kY/LVQg20NRmb0Vs+hXqVadH2iapTDpRn8MlbnG/xNnsLmI1w7Bb+fiB6Dr92w6eZUNbI2ok/110a9qd05rjvvEwC1zZ5LoJ+kxmrKZRfY7iTgQs15GI92HLXHlNvbY+E1oz8Owq7T6wE3HccsrW9H0WAFXlkPvynjEQEQrDKJ3rDbyFez7eTpeUV86hcgCXasiWGXpx6e4xMxffYU+lu48M/MDui5zx7pDfdixXBpGS7FvK4FN99j54+ZBUQkJCwitCkNA9FPO+8LryK6amV2sfDBHeHQwy1tq/Imf82Lsch57JnhqjvZ4vwyyjuuURz5g2E20kCqJ14JVzVzEfuoZ7eKjTHZrDEgEkbcl0toBkA5ethUKN8L7o36ASYWn9HJzPl7jMj07yV8jwgRDwaJabLm9oEyFmVZkUGQ/2xg7GaLfAHjXfoV57ClacSsatQyUCC4csM/4Z3Ce0E8wIV668ajXB/HtTybZBX7LXhY11tt0HB+1G8fls8fm5Qlm5F2kHFu7lLgSa1X5p9F3RY8748MZINhPw8SG/ea35Nfpyf4lIZzEhISFhAQr/5XPIzKyIr+HLrMTU9xcT4SHXenACgZnxncccHx/yi8mFYYbZrbHRdUFEMKQmbsaMhRsarM3oONEM0ZIe2Euw1MhsDBfZV6Kmx3L0e/YkW6hZL/MZwyU8om/Ye95BY4GC0Bf58vcN4cawjxaA4Wx5yHKvvS7dbfZ70F+uY9g7vBtCnplBUi+esFnnUDnxTvdaNhD+VE5QWf/HaUY5/jy42zuZdo/fKxtauWGiaZ0S7MoKbHS+QnlA5onaXoGueW+NS6w9FcbfzOWCYEFuDPKeHVYX52D6nDhoV4rPJ4tzeTvCzcCoRPlklwXGroHuGX4szJvLZDMBHx/zm5NewvLOAwn9SNLxhISEhAWIv/AeCoMfPVcjSzfrnJytf+YZtYZn6+rM2PPZwkLw4SGDFcG3zyXihMJrMUYLrXwyIlQQNU6amMAG+e3cSd1lm67rnJWdfNRqdMsCgDjTrB8EE7ew/JIsdoAMuIER+UZjO5yuITI0RLLbywBC4uXfl9vpl5k3nwGNE/vSc9Ndfk7mmYl8MI3rGuJ4tXDMF3Xxzo3W/erK9f+mRq7/p+b8GN4zeKI+BLF6xlo32dc61CQbo27kQ9d0CWiFocCa+uyAcI2soO4TPgcaJHUtD42Ld8aCZ02g3wlnq8He3GjruGvhochGr5UTQWkdihd09I7H9/6QvTnjM8OEjw/5i9RK54Y3P6sJikS0ExISEhYg1GlbJzjmBs+lnazVzphwin5mLT4eReW3aXzd9vPZoYTDIWNkjzk+nSyeKm2T81qM0ZyvJ2cmsBWAUJ/LMRim+nwM4Vp12L37mmHkthRDPYJ1nk8ACJWouZQBPLFbt6+hsU+Hf6YxlG0OGet5oMGWYGOTv5bs2wkoIoZzTlW8jJsICoTLQgQQM4i8q/aM/QDqYk5ur6xzE4hpTN4aRho7j1NQSizcrRUBe+fwKYLdB0PcCoSsxRpDtLUku2ssWDoBsQwaWnZhDKMgh7N/d3WNHdeeh0C4c2YU2f6E++gDvJPjqAQv5TdWtzKE9sl+ay28ckP46iFffe9u3v8dmN29FaQzmZCQkLAQcd3anF6WXdnX1EStcq41KSMiPBwMjpnxWUzG+2OOj8e8lq8bc98ScidS9wbX2nKdeBumyXptrsnm0LYxWIe9NyFWp+CdN9oDJtQ9okNGP2PC0TCKnDc4V0/UHG++hXrqkjt12XPRrd9eQhAdmiwy0XQmtVuf3ZfNbsh3k6UmEEgETAxa2A5Hj2vRKrNAoNb9IZA6CGWd1lGfK5WnB7f7MQSvg+dzhWoBye4TSjO2m5otvfXXZObCu6mLamG9tGHGIVNjvO6J23rpS+fw6WzxfLa71f1nRLOz1MGB/CUQykQ+HG9fu3xtPBYG33ksXoxkA02JXMJ2pDOZkJCQsBDxl1BmGA8TkrVunfbUfLyq+idNRcb48JDVxLTItHb7/cGACcizDWZBV4az7QwhEdUT2Tn12n2TXifwZOF2k71rJcybjKMSbKaG+AWSmRnWnuTehMvwNrM44HKyv8UYbTibPV8BECbQ7fXhBzqSze5Zbwni8+ikMcHSAJHW+lM9An/fRrLxsI0lMs9Qx7w35mXJ5xFvawWV1cCfFSz0POgJVsA7uy/YShdL117zjGQD0lkHzOo20d6/OpJz92tip0tfOcFnT7hlA+FmAMeZJp8Bpxci2plhfHXM31TmNZievZsRvL8mUn32vkjS8YSEhISF6EZ7Hw8Gp8qOSmPjOu2pjPZ5ZCJ3yAzeHR1OpdMJH2k9XZExPp0rreWr3O6Z3C1wvl9sF4YZ4hwsab22tcPjNgxY18hG57oh74k9DdD6kLFmrltSaXjSzZcEOJBi8prhQBC3Yo2EfChrvIRkh+30jQdEcBLIbs+56NlWkI/PIWZEjfS6rCr4R6s28OseG0ODHd2SYSaC0HzzLycyy4F/Pmil2sHf29LI38WhlscHWCe1b8KMTV5cGAHqem9r17UmXFKnzbi8dpPrTARMrAisdYvalqmKR1tPnX3Jz96onKA6WxwMa4eHhcd9nNHGrAsrsqh2fQ8YInznMb/pPq+Nwvgg+h3URaf67H3xdu7ShISEhBsh9MqtfyaajELHy4fJex8q6ya9jnMvH344MIx/jRtmfHUs8N3HAof8vl7t3Wx2DGOUrDCp/H3s690w1TLWuSR7z/nstRLnsXN1mOAwA5n/nWaxx9ZXIm5Mk+UeWnwO/1uT1e4js8vqspstjY0n1OJ3j2Mo+zjPFI3U7MqpwZOAai+GvjZdDH0HGOqvj9UWfvMg2Lfd11bjJBHAVoJz5VD6bHfZyXRv7dblIBCndaBrRL9LSMCaGvg5BK50y/0gHLSu+iE3YMbke34tTtbh6WQXtVU7ZmY1cT2Vtwt45obx4Zj1th17rXgsDD4+vlw9dhdvSSVwD0hnMyEhIWEFuq1PjrkZlVt167SH+l+fB2TjfdtiIjwc/cQtkpP/xPsDPng5+UtDBrLZARTaU6Eh28PLajuhl8jXX8UArUOww88Z64Scabl1dJCVM2OTtHzJan2S8TV12X3y7yE5uputLuhfyHkZdGkFTjTDaEiN5ow3wRpyPWdmXdYMLEMa+Jp7Dvc08NvyzNcy8c45Cy3JSiv1n1mBrpFFKn/98lxbYS273+aXyCw9H10DtCGo8mFhuy0XxkTeb+N6L2gH4Kl0s+TkB8ObiGslbrJ7xFYQgHdFhveHbDRQ/ZrABHzn8eWl4l2k+ux9cV9XNyEhIeGV4JgbfHtqt/Z6f8jwg89l7/KhTjtkrzJmnDr6R/H1oFMwPpsWCKwxhAdmlJXUcvLvPBYojMWnssK5cleVPI/BzSCooUVS5WWpfU7k1iph5xku5QF78Ze9DdCI0CO/9RlUCj2SZVNAIWy7lpZjWXaZiMCYS2a3S8Z1n5dbHcteijfmYpDKifuWcQBnodZdCYg+g1LL8vPwbIq2FhscH5RAxwGhodEFsm3d9FUMWe2tDuRrneidqOpkzkhFVC78XJKafPF6Az1rHYhYA20sqCrXeiPW91CnJEJ8uzHri/cvfAb83wyCZV2Zup/T5f2l13f+wTioR0SeLajL96Uh5E3HjjnjVLmreT9MyckL5l3aYp0qwbU8yYxXjMXX5rVLm4tMM/P3ksUOSPXZ+yMR7YSEhIQVMEzIDaOMIvnBGO2p7G/yE9dp92W0qxGJdReZYdiq2Q8RocgJWSY4nQSWnBrbEHDMBafK4VzamzhmB8iCOmrDWnhZOaknVNZJLRUPJOAlpgB7TYKnCDb7LKizblQFsHy/uj9DSuhCh6SpPczprd2fzV6b/W+Tnu5kuhmHtH521Iyl+dS7XBNAlQVEeyEHWX24DgyCCNWBHBGpmVg3w86eZKtRlh8nDde0k7+mc8z69qjVXjo/Fk+wuxnseetqUJCFUN/DCxNhDkBVOmQZazk3Aa4SVJG7+/C6w9Lt8Fuqg3Jjx9dc5yLjwbZyQ6h827M5GdYwknhJw4SHwuBcuckWhltwsg6lBQ4510GinGmx+dkQrHNwwrsTxzxjvMtNp8Xf9hKJlwIT8O6QXSji7gWpPnt/JKKdkJCQsBIPuWkRbWDcGO2QMU6ehDO1s9LAuAlaF7khdBLq9XYfjgRrCafSwRnB2To85gaHTI14zqXFDIX6ZoS+2XNhmAFxqETJtjjBc+f8qlv5Uvfj9djDAC2Q0T6CrW282q7012wFXrfwCrsL12iAeA+RyPBZHxleM/5AduKWXIC06uLHxmFDdjsaj/gggbMENk27tLAtJeLNPVpnn5v/1eZrGhjTNl5dsjR2jli15pNkW+DJ9spJ7tJsthOMmg/OgXUC9ufFOoF1zT1NdJlrDs9SqLEPZDqTJrjGhmBC0GNk30w0GSCYx8V0PyTq/xC/zzWIQj5ARj1BMkVVOXA2TVCGngsmwjE3qIzDubye+ijIyQundcF7kj2B+ovMbQ02BQLweMh6ZcyvVTb+kBs8HpYbzt0S9xoAeM1IRDshISFhJQ4ZX0yymQjvjxm+ebpkwbnhtnzcEGzEeJe0qWJSQ7ZqYFZmDOHRGBSW8M1zhbJyMER4iAj3qbK4VneWJdnsGEZZNE5eRsqgC0krE8HRdA/iPearW0jvGMGOW3jFHzsn62y/Z6LPRIx1WP7ztlx3TELeTyyWZbMl7IyoLjNgUmH33HPfMkqDaGbVE372bu399daNlHbIsV2g2wi024pPjaMh4YJx0zX2KfSh56EmnVaatHTn4PvORZNV11FYn9pvS6Mv1wvZ+60IxnQNcfCEOziyk8CSRMS6f5/OOe1DHpQXhkHe2Xvo9UTU/24I4AWGfoR+hVE9ZkFN6sN2Y+IdyhHMDElBa7Sd+zJjhikIpdXg6LXeAZVT5cY8o8D5OFeCYgdWkRHhsSMVj7G1xOLWyA3h/SG7e5d0AnC8MyPVt4BEtBMSEhJWgplQZHzRS/SQGTwUgqfzpYT8kHH9+7hOu5pRy9lFxozK9cvU62UM47uPOT6dKjyd1EgsZFCKjFE6zaJUK1vtDGFpNnsIWUaoKvSS7T3l1X1Yk80O8nD9dyx3JK9i8JP0nsliQ1wAe022PQIKjtkR8Q6p5nC6RZogQow5LuOBWPdeOuqT1o+NNWSp29uvbGiJ1hChvulja72hgFVQHXjZeOtY9EjgnBLXQLzVw65L9DRgUYXzKJf3tAXq53MW/OqGxiXSYVzwAROHYRK+FK7OaqMmbw4CsYKSCLkLZn8j28AlUWUikGENCgwdF9PgDbcka2h4vlzWST/xdo7w4EsFxiARu+3bo9Zuq4LiGnJyJsJDwbAAPp0rPOTr3ca7sCKbvQYOmZZfjV2P1yIbv3eZeBeHbPy8J6xDItoJCQkJG3DMzQXRBoB3hUFZuYuMc2EYT7is07YrJlSZIVA1r9b23SGDgcPZWZQlYOHARDgYg4IZldMsirWiGY/Fo2ljrbS78vXJxhCkUrLeR7bn9CvePGVYcAhhrtrNXofsV0YA9ZC11u4iuewIh7gp6iwjmtbFxP78SxD/KtToqflFyPQOEuvWftpS9Po0Edo/AxcBjLD9eBdOBEYoChhcEkuOPuu744P7eCDbo4P3186JQCwg4kBBYx5JkCHj96w4YEnPq7oUYASCQIIug3mhyzj5/y3lMNYJQkite1ji66idlfo8Ds3jrQioI50nImQZgQey24a15V7f2Zzgu802/LjWIibezgkOOSL5/PrtXkNOTiAc8yaoIAA+lxYHJyhmSN/noLQOB15OLHMmPBTDWewYr4FovwaZeBf31hb0rSAR7YSEhIQNOGTcqi0NICJ89ZDjh5/PrUlSZrh21Y7rtNdIuJkIWceQbQhEhOOBISfAHNRFuyq1NQsRITdq7mZ9K59zpX+vUTCGetklED+ZjvPzQUZek23bJinXJqNTsY9+aXiTvSb4jOsEwQZ8zWx0bNR3U70ggoRcvcKo/h3gle7SNQYL2nNdQg/n8ngCURzK8o/Ck9uhs6SS5UBw20w7OD/7kba2QWiMzwyNt3sSH02wQY57sUDYuNTu6AbDagwHAUubkMbnrb2WBnCmgk11xr3nOARNqQBEYOFd3EeId5259sfLIt7MsLvvZuWacDOjr5OUQI3ZuMfBm4nAmdH3Q+ccUxTwiZefA8a8ntlzUYmAnNMADxoSP0QM54xyLzk5g3AsuPcZO1kNCGt/723EsLQabJgLIuCx6K/FHsI9E+3XIhPvgkjnMgn7IxHthISEhA0gIhwyg+cep3HDmkn+0XO7XvuQGXw+6+9CnfaS+uwYxUyiHcZ6PDCeTw4ghimAXAhl5YkC1D3XGIOcBVY00136TPfcpLsszM6LaP/e7lEQKdkWb9qUGYK1DSGdMkbbkkwY6o8bS6a72WtmrXcO8nGiaYJd7891yQLgekjEVnSHEyWgp9cl7c99kbmUhnx1s9zd9fsw1LN6CIHQTq1B0HvF+DrqePn4usTn/oJkdy5gnTkXqYlmPKYxONWL6zhCHCIOQPjfleLqjOzY5TdMdUa1DyKhhKMepR5jSPRTQ4VjNYELA4mINyCQEJjoDMqJku0519A5h7NTf4kuN7cQUNR14OJ4DfvsdiMnZya4zvtmDhEj7EuyA2xkjGb9WMmiJtytkc0ukVA5eW7I9zFf1g4syMXHro8VwadzhWNukG84Lxo0dshmSArmyMS7YMKsbd8ahWE8FGZTP/KXxHHhdUiYj0S0ExISEjbiIe8n2oB+gVVWWi2/iozx+az/zpjxyVarpdqGyddqzyPbTJrZeDpbbzxFOORUm5cpkXUAETIiZAwcfKa7tKItyDzJ6OPT2nN6/tG4GaZHmeF6GWMIcA25nmuMthThdMY11/pzh1xTlJWF1o1e1udO7au/h/Et6tCXoDF/atdrO9cmnWu2ObssWRqZ+NTEMHyu55DqOu2gOKjHX1udtUm2Zkt91lcE4hqyebEvbYQ2OXagMV5zLpLbR/cMzSKt4zJvkchFveezECzofHIh4VeyTZ2yBrqQrPcq3gfHp+UpLJdy8q4x2sUmO3LyYPrWHtvQfhssqctegr56c4HvZ+0Ez6VDbjRoaBYWt8SEu/IZ7qnXwxySHY/zqbReAr++rriqBFkx/PkSmXgX95YpPmSMx2K/OveXwvFaTdATEtFOSEhI2Ioi41EH8HcHbQMWPjesku/KOuSGsDKZXeOQMarzAsdy1vq/57KxGSJSA57MACJ6LLbSWm6KSLfLvPkTfGbJoUW8lxAu5zPZU8sTAVnGqCrxrtIEgGoVwJ6ENMxHubfmGugl13TpHj4XQYLbh2uYotHKzcUSeULTosmNjH9ym5g2ygoIRC/syiubR7cdw0rILOp6tiX51mWY/T3l7y/nHOQiCNIRb/sdhfMRiB/CWP3v+l3bdaTWL8he3S6g+t9DGCMpTtY5/ocxaxDA1a3aiKR1vp1f0CJSIzgB87K65D45+VwH75acPHJ0n1XjS9vqsqdQOQHzgFRfNCNdWsDlgkPWL+ceAxEhzwh5pmqmsuqv4Tbcrsmei5PV7T2s7LFdOsGx5/dK+s0imXgX95AxDjLrh8LcZXZ9KYw3dU24DhLRTkhISNgB7w4Zvn4qez8jInx4yPDDz2U9qT9kSrTXErQYmtUeJvq96xjCAYzn8pKgNzXbnnT7THZwRGZD+uVhlMBIRLyfzgBYJ2oyUqutfXeXOa1nWSMdV8Kkme4xY7QxXtnN3oV/V85Fk9OGWFO0DivzXGwe1cWU5NjwcFuoW0FpZ2i3FWWz0W8iNnebSrLHT2CXYNfrD6wXssYUk9taCa0123kkyZegXAh9nEl/V2Lczb/ZX3NEIfATxtsEscISPdJ9orpmO/QzJ2j/cB4IQowZoG0h2WH9roF5kwEP+2+Id6j91rGzGjTGevQ5++zIyfuM0YZgDONIVAcNp1ZhXL/GV6Dvt27LsJZSwC/z+WyReX+MNePKDSP3QduzlaZ1JDMO+bKSjBilc5CT4KFYLikOAdSQ5SXSjOlhB8O1l6zPDsfxUJi7rhNfitfiiv5akYh2QkJCwg445gbfnqrBSW7GjPdRvbbKx3XCv8d3dmGmW31djMkwjgBO5TDhbbInQeatJEBNibSmG554CwucI4h44hARHOfZh8iwA/IcGEOAJ9usbM2T7b6soRISh4Yo62+HiZq2sdba3DiLFzLXe5DrgHAuxrB3VnvN0DXL2pbnh97NskKNEc7/LJI9XIJcLwM0RDBWaHRXbLK12oKozo6zriwgfw/NP9eNMdhIL+4oMNEFQcDwNflO09hBamzg22q3gnFqoNiHYHq2FCGYMdIhrLN8P/F2YuHEwbCaahmfzZ85ipacXJw0PcUnwEwoDGmwxCss+m5Lgr7zblGLap3ADGS1u9BApq0zi2sl1ZnRNpEEDVpsfWNUooGAh2K5e3ZlBUWmGfVip3P+UvXZhqnOYL8mF/G5OKZs9lWRiHZCQkLCTnhXZPjmuT+rDSgZD1kMJp1UfXouYQyDBrvFzkNmGKZyiyfamVGro+cRsh2gcs1motEl3pULJk5c12vWklo/+bVO4CqH3NeE1RndFklpfpDoVwEmIzgnKD1hyrwhkiHtUww00uIK3NND2Wew6ZKAu5BNxP7Euou5Rme7ZrUXHEvgSUO71sz+Muf3QLL7+nDX+x3IYofPiLQeWgZMmAe3i+Z4SBq1Q509nnkMMbnuHtvSqySCOncu8AQzqCbEB1lE6vr/VsY4whqSvZRgjx1DTbxJtLWZBQADyHBmvg8qJ9d/D8mv+2Ayrl3OWaT2Dahb0uF2JBtoAjqt3uDdF1FnKNYJns62Dhysqft9V+Q4ZOwl6vpOXqJ06sKK4POpwmORzZa4GyIUOePjwwL78Rm4ZR00k5qWHnN+9fXXYzhkb/v47gGJaCckJCTshGPO+PZEozWr7w4ZRNR05iE3+Ma7ouWGtX3LBhQZt0zX5sIYxgNRbZA2F13i/fkEAFYnuE4zyRy01qB6Alz4iWBNpurMpXiOrduMlL89gwZMPYkkkCEYKyCr0tkwqiArr1tSoZ+IBWJdOm3Rcm2M1WZ30Yx8O9mec2Ram+tNugYl2p6whsz2jKE1mexx6XdMsvsy1lPTwqFjDDXRELTvkRlEsHFVHy9F2HKJwvi0/7S2SjJGj9dCJ2ziBK7T13spya4DBdg23t5tu7jfvdN6cwcYYrCZG7RSksgEFDNNmgpjasNEIoIxBAM1hHNO24/dOht5Wavd3j8P3KnOCZ6dgCun/h8ziBABLcfwYJxWgOEC6bbLA7GA3iefz9WkgVnmCXYYQwiK7YVr1xETqTLsmL9e9/CleCwSDbw20hlOSEhI2AlEhHcHc9HOq4v3xwxWBOfK17GVFrkhnJdz5BZywzhVbpU5FTPh4WDwfHK9DthTcF5KHk8K64yZ7zEckv3KJyjwb8yhf31to8hPIiur+yky4OAEz2fbOElX1MpqtWTjncyq+mDtzDwGMKcdVADR9Wq1437dgWALGjfwYTRjYWo7kffuBxHJRj9/DyUG8bW+rM2ersMdHLc0snHNbAuyEZItnlUPScJ79oytzJV8UCiQ7ZDxJoIaD7Jmiw2pidaQY/0Q+mqw94SqBaRWiuj4AEtWZeEgmGxe27tz5WZlog1QGyRetvpiHHMGoMZrG1+xi9DNal8ktCe4nBNVGhnnTdMGzgET4SEfrhtmIhwylT9b364xeG7MRU2280uH7YwIh9xc1KRbAXraoq/GteqiC8M45LxLDflrQmH4iwkovCQS0U5ISEjYEQ++VnuK6351VPO0MDnJDIPJLpLh9qEwjOdq3XSSifBwYDytINu2p9dXmGyzIZys1SyTaSTjcQ/gNqm6rM0Vanohhz+AyhRzhvaWBZCx/vz55OBIwBnDyjQ5A6brpffE0mDIblntgbRrXUePaZI9JJsGXRLj8FksO+1uuhWQATplBN1tjV/IfgKvaolgtkWkpMcRwQpgOvfHkDR8CkQqSd/jLiLSdmQizXiBpu2chYNU6pHAMxQYTRBjh8FN7gwqf2+dU32+LARUOmSkmdqxkluBZvUFzr8fB4ikJ36GGdbaVn12zlSTcMOAEW/e6IaNGveEjbLa3dEPZbQvtmEFn51FYRi5aXsb5IZxXEAQtZ+3AXLNuAdTSuumA38C4HNp8QiVVeeGkGU86BlQWoeM9zHa2rM+23Aw+1Si+Rbrrufg8ZBM0G6BRLQTEhISdgQR4bHI8Ok0ntUmInz1kOOff3tGzozSuTojvQWFb/myljSSJ9vPJ7eoanyM25+the18TjRs6rQGh9ygsg6lE8AwjBE8nyucxGGOLZDcioQgIpQLQIQ6g7kVMdUOAY/aGGwykw30Uck6M94h213STtH/w/4rBy0fmDHuyWx2PEpPLgmNw7kIoGpkqpm0GlfpWVlDsFv7Hwg2rN2WGqURupyszhSLgEUduk1Pe621QYMtcBifXIoApThU4rRtoDGDhFsz8KSkjQimk03tuoib6BnJuWd5b95oTNNezC5QlyxF3K6M4owsYRnBE83wl1branPDOGTbJM6Z97cAtJTHCkaJN3uTNSaaVbtcWQF2KtPeUkccE+u17u5vDRkTDql39k2QiHZCQkLCznjMDT6fqlnE4fGQ4amyKJ/2IdqAks7P53GiPzouIhwPjOezwM6wldY2Xv3LqUxx9VAWQSWmTmtbo4nEUzkdMljqNr0Fa/tOMwC3hzwZqCXa0vn9nMn/0PC7ZLsvM64/Bvd5LAoczMnaBTIdji1k05k1Q8yBcEf7VeOoeUR+cv87OsQDOp4s0/EG0Ui3bV7oZe6c9gkP/ayvLRMfgsx8lpRwCyqpkBEjz/hS7YCGqFYikMopaaVGCRSDmUBOM/1dkt1F8JjIEGq5QwnMvrBOa+3jY1vL9USAcyUozL69wIkIGeGCeAfVkeH2/j6fHd4dxsdQObdbnfZhZkCBfAAjEetxvDsk+ncrpDOdkJCQsDOYCQ+FweeJouuQSftd7wo8nS0At0strsqnNUu+FprZJpzOmNzO0HArq6T3llDTI0FZOYghZELIHKs7+sgUei35XYotE/l9arWVpHWPt1W7Prb2xPgD2e7NjItAiNSMTMZrui+2i3kkOFYLBKJvmGA64wlk3CfTESz4GNv62u8rH9e/RQDy7bLU0Kp/+ZA9Zd8mbO41vQZE5u+3znCfHTJmFHmbVDkRGJ/StxCIVS+InPnCCVtNwJbX2hpmGG4UHs5qucEe8nLttqBtzwLWypVV7qyeCJ/PFYpsv/ZZ8djYMN4Z8h4Guu2gfLHe0T2Whg/d73vUaTOhNliLf5cx1wEA48tCXqL912uDYUq9s2+IRLQTEhISroD3h0wzqSMz7iDvzpjxEx8K/ObXzygM42lhP+w+HHJGdVrXq7q1nYJh7Hiv7T7iV4nD+cYkO4CIUOQGxtdtnysHygjW9cu2bykbX9N3OgaT1hbPbQ3W2rfPenbXZWgN/Jy5+tRuNYPszaeiDKxmlzUzKzO2c7HdicHVxxQRTK8Shukcm3XaBq47Bk3+ymQd+BSYMEiGF20HsUogaNIJTDIY3HI+E0nQTCKzNNu5IdaEkwQa1LMnh8yYupWZIJb3K3GtrOuVTRvSLPfZrgtohZKWwOucr+l2bhvxtlbabcEXXg6CvtNbZpMATpUGM8fM0KbApIqPgrXef6ikJ5QwxPthIrw/Zt40UOoAWvBFUOd4bnluhCx5+LkxSKQ6oEa+xx2T+p68P2ZgUuJvmF4sgPQW8C45jd8U6WwnJCQkXAFEhK+OOb5+Gu6rHRPUxyLHx6PF13LGqdpeU6lOs2a1MVoMNS0inAbqtrv11yKCsnoZkh3DGMaRgNIYPFurWQ+ii3ZIt5KNa1/f7fsxRKgWjFkEShb8z7G8maDZ0jn3W9egrouY4AIEhqByEtTkAK0k2RjOZofMNCJCHSbhhjRT2WSG9RzwQP9tAHVN97Z5/Hb5eJyBF3/SgqkfeV/ymMzX7cfCz/53cPAqgobo3Yak0GrZsEPwdSDkGcMYqmXxAUyEygoIUme1M6Y685mJ92vYiLimG1hPvEOgqbXdmVDn9GFy6USz23NrtucS6zmwIvh0qvD+kCFjviAVmWF8OG4r1P7OY36R0U5Yh1Bfn3A7JKKdkJCQcCUcc5WPlwP9sbuZ4A8PuZ9kOnw+bxctbjVGi8FEeDganEvX6vfdV599tu5mGeIpGGY8FAZSCk6V0yynIZBoKyAHuZlsfC+b4yXGaCKXWfyQcY2JMc2QtI8twS1i2BBqz7n9+uuUA30EI67DBlSe2pD8QLJ9RjS4mvuFp0JP1kuV1/IPIoBl/eXuytytANTZGJH2iRZ4B+3BDDfqdlvhuE0IslyZcDsBZhiiD8JCYCuLzBGKzMCJtuNjaBBNoO+aHOq8HWd7DZMGeTYfRRu9xNtHOJy/wR0uwyz6zEk96Z5DtENbrqlac/j9PVcWlRMcc3XSZlJfArDWXwevgj1NKAF1L/90tnjfU/db2W112iYKniRsx7uDSWqAGyMR7YSEhIQr4sMxwz//dO79rEu0D5nBMbP4Xe8OOJfPqHYggFuN0boocq1lfPZS8u4Ev7QOA3GFF4PWpGVgVNpnHDrx5UyzYrcyi9ojmx0wxxhNRHqvhWZ9fWY0zLlmJGH7bseYrMcEu9kXgUTgsE7u3pddFmlqzFWqTnVWM4wnGILVba0660/NNfcg22sud18t+dBYajV53Xm7HyG7HSTkIRNusI9RVR/C/bBYI92DygncuQKQoci4h3jKxV6ICDkTzle2W+fwMEH7edcjqp8Ff/ORBvdCS6+xClkCkGeXrby6y5DPkWswi7wRnv7uMWfkN3SVLq3Dp1PVa7JlnVz02J6LuSZoCdMwrP3WE26LRLQTEhISrojcaEb1qccYra+2+bHIUFrBd98X+MG3581kew9jtC6MYTwy4fnkcI62a0Vubn42B2GKV+QZmCxOlatb+jAxMqOOw9fso723m/GYMVpXKn65rpqDLRlPH0m+INl9MQuJRLPUT9bHcGFghkaKHmTiTO2fA/kYNFybw7SxtV57OdPuurTHAYUgPm4+awII4bjjXuh9CNntEJQItdx713CHLQWiuce2HYDnswVR2xgrNwTDjLMTFHAtEs5M4Bv1y+6i7pvtj70wavJW5ISMDd4dvYmYv77hMmu3BG7WDwGWcI9j3rX6XDocRQOtt8LZOvDZ4qFo73NLrOOQZM674cMxS9nsF8BV7+C/9/f+Hv7En/gT+N73vgciwv/4P/6Prc9FBP/lf/lf4nvf+x4eHh7wb/1b/xb+z//z/2wtczqd8J/+p/8pfvzHfxzv3r3Dn/yTfxL/9J/+09YyP/jBD/BzP/dz+PjxIz5+/Iif+7mfww9/+MPWMv/4H/9j/Ik/8Sfw7t07/PiP/zj+zJ/5Mzif21mm/+P/+D/w0z/903h4eMC/8C/8C/iv/qv/alUEPiEhISHG+yLrycr1T4ozwzjmBg+5wbuD2cVF9ZDzDnmlNshLycO8VkRw3qE12VUQncIsMygyo21foC2Qgpw8M4z9z5RiqwlaH/raZwWp+NDuakl15/dTR90nhWXfe9rJZdZYx6JUFT7pxzMN1+oxNcnCphZbmuMOZCSYIwWyCV+/PPT1Pfdb3Y1sY87Ylzy5TJdy4jg4087I959v8nLhsXMs8KUEEraFuo3TXvOdeP97zqCcl8mfSouqstonO3o/np2giiQcRLQ6k7o3wnuysmg5pYf7NmPC+0OGD8e8fj9lhpGZ4Jofru3843muNMt8s9IYqHy9+z2wtkuC9vlORHsPHDOT+ma/EK56B3/69An/6r/6r+Kv/tW/2vv5f/Pf/Df4y3/5L+Ov/tW/in/wD/4Bfuqnfgp/5I/8EfzoRz+ql/nFX/xF/Mqv/Ap++Zd/GX//7/99fPvtt/iZn/kZ2Mh952d/9mfx/e9/H3/rb/0t/K2/9bfw/e9/Hz/3cz9Xf26txb/77/67+PTpE/7+3//7+OVf/mX8D//D/4A/+2f/bL3MN998gz/yR/4Ivve97+Ef/IN/gL/yV/4K/tJf+kv4y3/5L1/hzCQkJHxJYFZjtBhjU4+HwiDzcud3B7O5Ri0Yo+0NEalroK0byB7eAbrkOTOEjAhZxtq+JixH2rN4b8KtnlTXOTkmpLugWWw7UpdqSI3PYgI7B7ErO6EhhDXB7tmhZrgvSd8Ssh2uTCDZFBNsn+FrSHaUHRy5dkvv0aVtyFrjn3ucdBno6LZRC2MIruJDQwoBjbHzLLgk1s4T7j3IdrzbPd8JhhnilSdWNINqO7URpZOWJ4ZhrluDvSSyoCJw7qJu/WgY7w7ZRU/wPVA5NSurbljP8/lsW/4Ra5VCqQXVPiBAneETXgQkN0rZEhF+5Vd+Bf/ev/fvAdCX+fe+9z384i/+Iv6L/+K/AKDZ65/8yZ/EX/yLfxH/8X/8H+Prr7/GT/zET+C//+//e/wH/8F/AAD4jd/4Dfye3/N78Df+xt/AH/tjfwz/1//1f+H3/b7fh1/7tV/DH/yDfxAA8Gu/9mv4Q3/oD+H//r//b/ze3/t78Tf/5t/Ez/zMz+Cf/JN/gu9973sAgF/+5V/Gz//8z+N3fud38NVXX+G/++/+O/y5P/fn8Nu//ds4HA4AgL/wF/4C/spf+Sv4p//0n86OIn7zzTf4+PEjvv76a3z11Vd7nsKEhIRXjn/+6VxPAq2TwdptADhVFt88lfjmqVSjm1Ilz1vw+WxR7Sght9bhqXQorcO5cnXf7Hvk26fStrK8moG3eK5cnQXuTghdyA5v/Jrs2/aesE5QVV1LujYMt7PfZdVzvAMkPcjCJ2Xi0fIO4z2p27LoS9TZ3chRLfwqyMSDe3JcG96X5e/b79JWSN0WYXMQ6qvHEDLfbcm49LYHIwEWtKeuxxDk9r37B3p6UV+OaQmCCV3Y/h4EkqDZaQZwKJpWVhlp3+ys00s6Z6r367za5qXeSwTgq4eszs5+57HAMWccDCPLeHVP7aV4LLYHbeciZOhVVcD4+LDcefzH3hc3OzdvGe8PWW/t/FvGPXGxF9Nk/D//z/+D3/qt38If/aN/tP7d4XDAT//0T+N//p//ZwDAP/yH/xBlWbaW+d73voff//t/f73M//K//C/4+PFjTbIB4F//1/91fPz4sbXM7//9v78m2QDwx/7YH8PpdMI//If/sF7mp3/6p2uSHZb5jd/4Dfy//+//O3gcp9MJ33zzTetPQkJCQh8+RFHlKTp6yAwOGdftWo65wWNhNrUdOub7ZmqdJy2lDwCo7J3r7M09oTthU7kme0Kh0vHctCe9TJr9zg0r0Vq572uGs71SelT73dd3tvcSDW6DJmXizXiUZNNEGXQgyv17q3P0PgPfZLBbsnHCIpLtRzjx+dBay9ebIx+/JNmXPbi1//m61nBTGe6ulDwewx5y8lCnvRWG1UjMaMSo/n0l2k3gVNmWRLl0Ume72RujvRQ4CnIxEQqjJLTIzU2J5Ofzpaz7Wqic4LnUfc3pjtDF4YYBiLcMw4THIikDXhIvRrR/67d+CwDwkz/5k63f/+RP/mT92W/91m+hKAp897vfHV3md//u332x/d/9u393a5nufr773e+iKIrRZcLPYZk+/Nf/9X9d14Z//PgRv+f3/J7xA09ISPhikXuJIDCPfD0WGY6R5Ds3jHdFtro9CxPhuOOXrnXAqWxP/8lnmI45jzrr3hpD82xjmtADdYg1ot+HGu6lhPuasnERlaI6SC+JYrSzi63PeuTKfT8zNQ7SUzXLbZI9fZb66rbrDGtEmsM4uEO6dZ9LSPb6muG19dpjY+o6jAOXpHSoHnv5OIYJdyDD3eNbIycPgavu9rfAsNYqZ5kPrnQiEdYH+06VbUnJz05gvYKHmV5swsugOvP+7pCBmF4su/5UWjyXUw3u9sFzpa0tNTi37IgTOdwHyQDt5fHiLgN9XzJTN0V3mf4em9uXCV8uY+P5c3/uz+Hrr7+u//yTf/JPRseekJDwZeP9IUNheNakPTOMx0PWanFimDbVbWe8X712WdnBCRQT4VAYFGZ9JnhPdOWxgGZamHwmO/p9nOGOiXWLcDPNUgdcqzrLeZIdtk5EiG8JQwCbEbnzSMBAiW2QZTe12GOoa4ojifkcEKksO5g9tYyi0CbY8b40u94k82dPJjdcjjXy/76sth5z/5yjW94Qn/c97qSYcMePxBDZBpaR7d6s+YaBG09QY6m/65HCO2jP5ufKoSxtPd6zVd+ClzJGYyhpfDxkyI227AKgbQVfCKfK9XbBuAY+nbRee4khWtHpiZ6wDskA7T7wYnfyT/3UTwG4zBb/zu/8Tp1J/qmf+imcz2f84Ac/GF3mt3/7ty+2/8/+2T9rLdPdzw9+8AOUZTm6zO/8zu8AuMy6xzgcDvjqq69afxISEhLG8NVDrmm/GXgovGQc7aDgY7FeSn7Itsu7RQTPM2SIsZz8JQk3UTujJSKw0WeZuczAD2WyiTTgkWWejI9ky67h+Ku145d58kC2DRNoxvXtEr3QKou5kWV3ZcV9uJRvzzuOmNAb0xC/+Pe9AXBqG56teQbWXpY1BsrtgH5//XO3Lru3K8GOtxJR41Ie1A1TZNvOkZIPJDXWwDDjkJteNUrfcyUAKudwdlqTHchdafXftzJGI/jacUM45gbHoikZCgGDW5qT9eFsHT6fq6t31hEIPp2XOZ+nbPZ2EJIB2r3gxYj2v/Qv/Uv4qZ/6Kfztv/2369+dz2f83b/7d/Fv/Bv/BgDgD/yBP4A8z1vL/OZv/iZ+/dd/vV7mD/2hP4Svv/4a/9v/9r/Vy/yv/+v/iq+//rq1zK//+q/jN3/zN+tlfvVXfxWHwwF/4A/8gXqZv/f3/l6r5dev/uqv4nvf+x7+xX/xX9z/BCQkJHyxMEz4cJhnDsNEeH/M8VBcvq6DFH2NlPyYm0312s9nN3vyFMvJX5JwxzV/XRJDpPWffRPxOsPtM2vU/Yy9g3mHkI8Zhq1FN5MdgwHkxvRm77ugiBATfNsvopoIhCz2HDoQSPaczHKdpa6JdNOSjJl8X+SBeuJAPqODnysZj8e6BW6FC3lDrodIdvt+nOqHvSdqws1KukHDZDvUbi8lZ2vqtA2z7yc9sM2RG7NywZhRXckFqCXMeXa9948hoPB9sPVdwRpE8q9uQqPYqG7jQzyK0go+n+3VyXblBN8+V7OWzb2SKGEbPhzzxYaPCdfBVe/mb7/9Ft///vfx/e9/H4AaoH3/+9/HP/7H/xhEhF/8xV/En//zfx6/8iu/gl//9V/Hz//8z+Px8RE/+7M/CwD4+PEj/tSf+lP4s3/2z+Lv/J2/g3/0j/4R/sP/8D/Ev/Kv/Cv4d/6dfwcA8C//y/8y/vgf/+P4hV/4Bfzar/0afu3Xfg2/8Au/gJ/5mZ/B7/29vxcA8Ef/6B/F7/t9vw8/93M/h3/0j/4R/s7f+Tv4z/6z/wy/8Au/UGegf/ZnfxaHwwE///M/j1//9V/Hr/zKr+DP//k/j1/6pV9K9Q0JCQm7o8gYD/m8V/AhM/jqIe/NQhtSKXmxcHKypV7bWodyhXt5TLhfQlLeOn09k0siJcxjWS/DSrj76rU5IuSZ4d466C1w0tScXozLBwqCFHvOng18j96o9jnsJ9Q+zxnTFMm+JNdtV2oArXEo6bvcj5OGGALtf8/BXnxijTEa+17IQ2VsEv17iGSHgMa1QNE1AobvoCGy3VefHTB32AQl2YUZJtm6vfEtViL+PSV1iUswbcx3lJAz1OH8mDGKzPhnsNm+qZ/Hy/KVtf2l94S2/xouAdoLn0621XZtCI9FysJuxTEzeEiqgLvBVe/o//1//9/xb//b/3b98y/90i8BAP6j/+g/wl/7a38N//l//p/j6ekJf/pP/2n84Ac/wB/8g38Qv/qrv4oPHz7U6/y3/+1/iyzL8O//+/8+np6e8If/8B/GX/trfw3GNDfRX//rfx1/5s/8mdqd/E/+yT/Z6t1tjMH/9D/9T/jTf/pP49/8N/9NPDw84Gd/9mfxl/7SX6qX+fjxI/723/7b+E/+k/8E/9q/9q/hu9/9Ln7pl36pHnNCQkLCnhAB3h0yVK5EOaNe712R4flo8cPP5cVnRKS9ty3hqbSzJ+OZz74sbRt2Kre1vAr1koa1dq+yMitzuhXMVKcOx4afZQyybjTrxD4NbEBKPDptwJgA8ZJ054uXxflWSyvGPtQijAAwc4uYhiy7zmsHCBH79GrVSJZFpNMPfXykcXb3gjzXQYbL7DShIWRDRmZB6q+S6mY/QZVAaCsUbgkn7WOYArOO1fXc53Fd9i0z2VMg0qtvousUj90KQJBWhn70fIRi+hGE2nHDBJ6IGwr0Oowl7Sp1CwQMQyoHZIyzdSgMI2d1Jl8Dhg+cBBXACDJuiHfWOSZrHQy/PCGyor223x2yqz1TAt3Hx4d8MDiWMdVdNhLWwTDhq4cUrLgn3KyP9peCe+rdlpCQcL/49lTh06mCdYIffD7PIseVc/itr5/qtil9sCJ4PrtF/bKX9NdWd1/tmz0nQzEHgeDdgnCHftplaTFlB2QnyHYXwThMnBo2lVU/rV5KvJ30mwmFDOnQ3DjIzAOUYDekXAQorYV17Rrh0E97qK+2rtuQQs2CDhNr/S08+Y7k4v7cDraekjAOXTYm5Esl4+F4p/a5BHN8DmIZvPK+5ozW9wvmk+w1x70VwbhNwn2LdllE+HxI8g+gJtC9n6EpIyAQ8mze8amKY8Y1IM2SG69YORhVnJxnvAOAtiKDvDJhDgjAh4e8NrN8LNplHRkRHu+ov7FhwrvCXOX+ypnx/pjhscgGs60fjhmO+csHHl4rCMB33xVJeo/74mL384QnJCQkfEEIMU7D2lP1RzNq2DJm/Nj7A37jB8+D9CxIya1jPJ3tLKfkh5zx+dyfMe2OOfRhXaEcH0TIcGdGgwnW7tPSqA9MpDLkGcsaw4CT2UGIWrbNDanq1t/qGACAoO5r1CLe/l/1sfeR7C5hHgL7tKuIZrC7ywfptRPXGmMgwn3nn3SAcCAwyYVT+MWyEbkOmE2y/RiIlJSAlrXyujamMqpd4hlqtJu7aRnJfilY0VuV/AUN1zUQbwD+h+GTMXR4JrqPCVjkDD43BmYF7cw2/D2VMVzVYyqIdcS6i7g+u+85uYc67RjWac32uyuQ/3CkT6W9cJEH9FlJJHsb3h+zRLLvEIloJyQkJLwAYoneMTcorRvNVAc85Bk+Pma9EvIYhgnvjxnOlcNzNS4nD9Lzz+fxWr1T2a4lvQYyZmTcZLmtlVlZp7lgBqSaL99WssSw1i3KtjuEDJ5eZ+fl5YJLUtUm3vpvkUDABKbOJjaO4FNgEIj1fI71se0zvgpkupFHt6XBTgQsgUBTe70RybjuryHZQ/LrmGTX26bgku1rlUePfgj73rNO5CKIEDCU3SXPtGNjsSUke4YC+yqwIjC4DByE0TA1xxzu3dZhdYh4X0/vbKIuuwtZcDYsALEOmWGUlQNB37u5IVRW6vr0LcS6i7g+e6guXN3QXz5oFFB5sr2383f4vhARPJ3thSN2chrfhkPGqb79TpGuSkJCQsILoDuX+3DM4eSMczU96/6xdwc8ne2s2mrtSUp4mpCTM2nLsM8niz5Pa9fJ7K6rNJ6POMvtRNtM7SEtN8yLHaWYCGTYk/6Z63az0ARf8DpNvIFQgyq1E3QsE+/PNivpMD6DXPdr8rutHEGiplgCDWQYIuSMVmspYl2271BjYq7EZJxYt9ftkuzLFfqIZyDZce9pJaovnxHUcxoFG2hclq6154JKZF0m+6WYNvz9OFQaQOF+ZZ/Fba5TuJfY38N9vHIpyQbm1WlfHIMTFLkGnyDA+0OG0gqqK0gK8sgYbShTfy912jE06ItdM8zx2T1VFgfLdfY1S9nsTWAifHWc18Uk4fZIRDshISHhBdDnuf3VMcfXT9PmaESEn3h/wG98/TSzrnOenJyjzHaXSHcDALekOEwEjkh3ZZV4ryXdxMDSNLk6khPIuVmT8qlFeom3n/xrnbeGO1QmfWl2Fn5UmStNSMkJRrR3b6ivtc6TQiaQOFBnwBRd4Tpx6bOUTfZymcw3zqr31Zb3kmx/fDHJ1vXVNX0oUHErxMZoYzXKMYg0SHDPcvE+1MGfXrLt72OnN1bI0oa6ayIlnoFwhmCRiCD391I7A67/k+6vWnvTv03nt62xUUPwm+0IMjY4WYesUkNIcfsqZwz70hOMPyuVExQ77ncvnCoHIu14cQ3Exmip3/M2fHzIZ7V0THgZpLs7ISEh4QXQnxXSyPQPn8rJ1i/HIsPvenfA/+/b0+x9xnLyU2V7J/qGlWw/natGJt7NZr9gJpGJUGSBnCrhtm5ZTfeWMjbDDCIZlZLXWbwFiOupnRVtD2YIDNL9dNLY1MomT4MItWy2ippRB4KIkKn2JN4x1TXjmkX3uVta0bta2veMrt9dpp94ju2vJnHACxNu8ffFjCVlOghzzwjkOFYwdK+n8xbloed86NEdO4mHYJExZuR5nD6hBmpwtgSVAwgOxjA+nS2IgTxnuLK/P/0aaE96/fdYO7F7q9OO8Vw6EPZxAu+WrlgneC4dvvOYp7riDXh/yJJT+50jEe2EhISEF8DQpJyZ8PEhxw8/l5MttL7zWOBUOvzoNF6v3UWRsdYmOsGpdBcZ7iDleyo1x/OS2ewxxJluYD7xJnRNqZbvd0xKvna7gWSzaepENWOntaN9hmbxuvW/ERKC7Qyyyr5DOrzZkCFBiUaKHQzHhBuZeNjmWpIdRtK3/hjJntNCaQ3h3stLbXGvdBfM7cjn45fhHp49B4BFRtt6qTqj6e2uv0PrZJnILGwt1pawaGsvT7afLb466nvx3GOOthQE9UYwRL4v+Pgdcm912jGeSgv2QbqtkOieAYDnyuKhOG7e7peKY26uYlyXsC9SGCQhISHhBdAnHQ8wTPj4kM0iAz/x1WGVvI+IkJvQcsVcGADlhnHMDEQE5Z4W41cEk/atPuQGD4XBMWcURmXHjGaO72R68jsFlZKz9sntfrgiZcn+jsgyQk6+FZFh5Bkjy7SN0diQiZo/TKGlEdV/AJ3QMxOyTpNi6khrA7vm+kdZ7fYdk2zCMpKdzSDZ3XVUZk7oSyLunTw0fn/wQYwpiACld7wP1+q1wkHrnbvXlKGqj8yo3MI61wRrolNkaLjd19JxrFXYlE50fAC+PVmAMLu12BgM67tBW57x5DMzpV56aXw6213G2N3CQ27wdN5TsP/l4JAxPj6kuuzXgES0ExISEl4AU5PszDC+OuaT2TImwk9+dUDO61/ngXC/KzJto+RRZIweGvlqEBPvY9GQ75wJh8wgI4LBti9Cw7qPONQxNe8PGXUGoTCMx9zgkDGKfD6xXgLn67MDmL0pXBgPKfHpu9aBCPeR5On9tkl2t46wz/E8LFuT2BVozNP6CfdWEOGiZlxr7MfXc7bbRm0s3Hb/0JIG/TdDSaUxba8AQdPmLtwNc/tfLxrHSpRWYMXBCvD5uQIRodg4NubG/GxODPQlS3Hm4ulsN48zXjuopk6Va72bEqaRm0SyXxOS5iAhISHhBTCHRBSZEuCpHttFZvDjHw74Z988b6r5U5fvrK6fK61meQ4541TGNdqrd/Hi0FpRBmuL7NphPWRe68lkLMUOMvTmf61Jo9ECaFiBysnJwsQUyv8zdlw2ULJBRLDuUr6/F6RDsusxMwAwrFcrEAOkatr6+tbSYMhis52YRA9lsvvd072R1IbAUQB5iXxG/hrSdlLTJdhz4Zygr6FAkPQvgcgdZcNnyPsFAud8X+mdSTYAL1FZv82yEiATnB1gSqttv4BJU8o+EIC8lo3Py9rfe0Yb0LKS59LhYac2XLHk+fPZ4quHlPebg4wJ3/EmcgmvA4loJyQkJLwA5n5NHnMDCPCj0zjZfnfIcH5X4AefTpvNlgyrS/nnM5D7nrNEao4Tk83XiJjUZAyca8Mvn13cMIHJw/ZP0hvwYASi30i1Q7/wa0BEW/UMwbA6mldWTY8YhNhvXkTUfXyFXNx1SHZbmS6DvbD3ItldhCy0t0+Pu5/NgomCJUOwTkbaOPVXEwdTsNcUvCJ4nwIAxpBKyCcc1x1CzfZ9EoSqcuCMUVoHJu9ELljc9ssYqt3GMzPPmf+1XPuzdcgsbTYv05aTzTZOlbae7Ja0JLTBRPjOY5Ecxl8ZEtFOSEhIeAEs4S5Hn0WYItsfH3JY5/DNU7mZbItvo3XMDZAbVFZQsMW3pxLjo7hvxKeFma5iAW0Mg0TgbGjRFYzMLi+6tfs5HccYymR3EYyOrCcYTIQKUmecDXNLAj5nvxfy6M5hC/rJRUbXIdnNYDzx95nGIGceuwUo1PfPfGD7ss12onVUY+N2vwjkGmiOL3BmgWbsx0i0YVYZuR1fbg32IKoCfV6IDNgJYB0Ohhf3azdMtct4MbPeu89Q8V7xdLYwB1pF9vQ5Qq+B19PZ4sMxEe0hEAHffczv1jQvYRjprk5ISEh4AfQRkDEcC4MPx2w0b6dWAgAApn5JREFUE85E+PhQ4P0h3ywtLSvXmvpnRluD/fj7Ax6MgaFg3/V6QURtifcOCMbKBTMeDhkeD5m26hog2deyAhrKoPYhkG3TahdG9T06d2532cbr8h53A3XZhi5ruPcGdf/2deCZlzR3J0TG164vkWl21QkiAjchQb5nYzSmxrjsYpxxjTpksEuCiXq8WxHYFZLsMewVotDSD60Zdk4zuHkGzBVLM1Q2rvfUtAlaDPcK5OOAvt8+l+vqtYkI7w5Z77vwVLlXIaF/CRCA7zwUuzi/J9weKaOdkJCQ8ELImEelvV0ccwMmwjfP5WAWJzeMD8ccIsC35+HlpnAemAxnhvHhMYMlnTBXTlBVwHBX6ftC96hMRrB9xbMLQdC6azCBso4TM2nbsTKaSFrXLy/fA1UlWJonJwLyzKC0oq3P4hJzItCMrLYgbuPVk8keINns63xvVnfYs5tgoEbSyLmBdUUSIastIqgcZgVT5p7jZlTXOVehTIQwHgjs64VunQCdFnQxya6XEwHc9tZeAXs+RaVTSUZmHQAGkaDwHhVTbziVjS/LZgc4kVdjPGmd4FQ5VTvNBJH24x7qkCGircTep3ZVF/j4mKde2a8Y6Y5OSEhIeCEYIizrgK31bd95yPH1UzWYQXoojCc9gk/najHZribMuQikrVngQCTIDSBCUMWlwNrXQ7yD2/ZiYgp1WmZuMqNEhNK6C8JI3gCKWCBO26W5K7VMq+xykh1ApMEcJw6nTvCBSTN+Q4hJ9BDJ7ktYManBzy3NfYaUGEy4qDVuWlMNm7d1EfoFuyGN/NC4lJ3fVEg8l1hfrDewsHMO5Mk195DscG7UhI93IdsCT1R3uoeqyuFMwJEJlSUwCQ4541wOK1AIeh/nrO7rS9UZQ+/ye8Wpcl4mP+8CMjBJop9Li8fC7HYdXzsIwFcP+ar2nQn3g0S0ExISEl4IxhDWFDxnhvGdxxxfP5WDcrvHIoMmmAjfnpbVbFcTGd6Q/XvIGc+Vg7Xi2yn5/tTZ/RLvPsljlhHOU8eMfmJ9sf2Rw2TvyGWdkgLZmVRZOyzfnQPDBHH/f/buPVa+9a4L//vzeZ5nrZnZ+/v9ntNWWw8iFGIieCJKSRAEC4lyR5EESwhNGhKTKgilkiBKBBuxYIiakBS8EU1MKNGGhBgwPSBBSCtIuaTcooZiC7T2x6Xne52Ztdbz/P541pq9ZvaambVm1sysmf1+wek5Z39nz6y57H3WZ31uMUAyUmwMrOvqfdlDD7KbqK4PNKuv3QyvQ/n39YG3D0DwcdJ2lyrpakr6Idc97RpY1zVlsytxyF2AUbP1/gvvIXI7GN9Fn69YQBwiaFXgjMG8CBhZQeIU89w3vqdxY4OWmdvuT+hA190Oqm2/tghwf2S3/pyHEO+zqYf7rhGJ5eLMZJ8/fpqJiE7E7nGGaco1Hw+n2do1NFeJib1/Ajyetg+2s603rIYixcz2XDzm+fKZ4qbA2/sy+BrIEKDVrLbgJrCWLYH1qm2hc1HESw7GKDTEkvKih4A7BnX7BdlaZhoF8WIO/M1E9NjPHm4FGVVftmD93IHVo6pKs49aLh4feeloVGUReLa+hzWBd/Uv1WAw33mu+c39K7bN6Nt+wPWAun7ffdj0nsXJDYKA0GqGQ1F4iNH9j23PFV+rCg/MMh8vOkEwz33cdW8V82J5U0CVzbYm9rLvMrDq3DLaQPx0P8u2B8ZjZ1v3F1dZ7VNffDslFcHzE8ee7AvBQJuI6ET2nSCqKnhQBttNGVkRwb2RRZgCGAFPpvnWYCwv/NaTvtVzoMQqjAqmWbG2UnYp8C7d7K4ug5MQM8IBxwnCq2nSIoA6ReZ964B6nU1H7UNYWhdUlZRXAbcPYae8f1xDtFtKTFAG/VINUIs7s2M1ROy53TSkqLpEsDbIXunL1rIaQqXdLvm+xYsI1YWiHu5Plv+lCq8lxCViN5O5V4ekVV9vus/1/drVQLLlXx03Ie2hX9JNFybq/djrVn6tdpcHxM+d3SELvHS/B/h1kfkAzT0mzsAHIPMeiTFIbQy8q59lY2K5uFVFsmOwf46BNhDXn2WFX1tC7owite0vpPiyV3uS3M3wxKjg+UnC6eIX5G5+komIBmCfjHZFRHB/5PB4lsc91w1/fm9kEZ4FyMji6SzfmLHeVkINNOfTjAomiVmUkrc99rJa9taJxequ5aWALSyviKr+Lov/qQ20Kv9dyy9kuUKlWGRgl8yxV4H7tlLwIm++fFAF3AZVxr9bof2uU5zrQXa1xiig3PUtAUGkLAOWsgJBoLV1WKGsnd4UZPsBBdmqgIbdS6bbWJSUhxhSLjLgqz81G44hBMCYsgS94c/Nmtf7GJq2rwlu92NXmf02q7w8Agq//4XHQ5hnBVIFjDHIC0Al7ntOrEILj6wIcCpwNlaEmB2zkOcZZkfTrGhsAVEBJuVqyi4bKqaZxyTp9RDPgjNx/gr3ZF8WBtpERCcSgw7ZO5sRg2kHZwo8nt0efqblnz+cZrhKLZ7Mi8Zp53FKcpsQr/lEoColz8RjVvi9zh4XQfjNF3a/s5pCA9Q335c1snbaehsbg2zfbpVXLD01cQ1Wiyx3sePwM0U5oK2WgVz6c70Z5lWfyB3K16fqT26TyZZaYC04bpBd779eXT/WtxBuSuub9mm3VfVqK/ZrB+hb08Wpavd603P1CJCwPIV83cD0wofFRZghieXRHtcmBozzIkAlzliwRuFM/HzF4PswlTBD5wMap5Bfp+7mZ73DS1NsyZJfotQqHozdnS6Zv1R351NMRDRAfWS1KyNn8PwkgWvIIhmNmW+jiqvENA5ZyVvuXt52LuCsYuzM4E6atzF6e5dyH8IOu4Or7JizBq7sE119OX3YLRAzKrB2OThavR8tgx5Tu5EIlnaCrwuwACyqEXQlyD5G1rJaF2bN7SDwoNns8n9CiJUR+19A67XteG+r2WyjutivvU5YvXC34bZF4XcuAT9koJqVgV/1QPPCLy7YjBKD65FdBN531Sz3SxfrxolZ+lnvenFt1lCddalGzuC5ScIg+0Ld3d8KREQD0Ka0stP9lX3bY3f717tRwfXIlsG2vZWBaJ3NbXHIRgXjxCz6YYdi09GIyEGONw7H2p2qwFpFYg1sGXSHEPvpu4j9yXor2F3EEA2VELdXlQGJwca1TFU2uyoVrx77kDG21IPrNcGfbGow3lMIoTY5Oiz+d9+EtMjtiz+nOB+vZ7MFgG1Y3dWkywWHql97N4fNCc+ym/UQ3sd+basCI4JRonjFxO29B/tc+7Qrz7JYs+OMYrSykqrrBbZZXhy0+mQorlKLB2N36sOgA2KgTUR0QuYAZ80iguuRw72RvXVS7oziftkHNnYG91IHlWpQV79ZBBHByBmkroepwkeyT1a76bxwdQDavkwZdFeD5bRl96NCymz07T8r1rzvTf3URuMKI2ek8bNb9anXJ4pXQXbfGZsqc1391ebuD/UxrL/F9X/uY4GbHqjSotsxlH8XKT8D7b/X+9D6gkPVrz00mQey/Kb5Iy/i5zkxGv9yBpPUwO7zGT/zuDIvhwpcJbf3Pnf975wPWLtN4xLEyeLJ1t3idP5O/bubiOhOO2Qf2rpS8psy8pgBvB65TgFI11NJZxSTxDSWtB/btvO9/bLat08M1w1A28diRVhZAu6swpWZ6qbAu6lUfHFftaBm9Tir3mqVeL9WdbHCSkRgtFyNVmvDlJXAXNHfGi+pBdb1zHWXuz5Ef3i9H311t3Zf11iqzPYpfoKqvvo2peJNqsFo1X1tU3jf2+vWp2kty2o19hJbA6Rl9lZFMEktRna33PYAn3In9d8Fq2SH/8xNszZTLc5PYhSvvOKO7LuCl1KIiE7ImZuVQIdgVPDcJMGTWY6n82Lp6/fHDo+mOVB4pNYitR6zfHs6aZeTSBFB6gysCbf6+Y6pzbFbo3HN2Z7vStsBaF34EJA3pAel6qdWAKgGmQFOy0Bn3f3VstlNpZoiEucIaMzM13u5qyBXRGARg/Z6Emrf6eJLQ9R6iDC1up+eP3rLH+Xbd77PYLRKNSDtIHustrBW954lUQ1Ga6soPLRDINJnEtxXF05WXuuiAAQZUmegMMiKAtO5hdFYVi4QlP8PATDP4wWD1XlgKuUO93Mp82nBiGCSGngA09xjXGtLEomtBl1VvfCX9Dpdp3br3nG6LHy3iYhOKJbhKuYHrpe8Si0Sq3gyyxcleSqC+yOLR9Mcuc8wcrEH+FmWb8woVRPBdznlr9aAZYXHPN99+NHOWp60JU4wzToeXL1keIcBaG0ULT4nAiBRWTqZX6zaCmHx78Wa9VH1+zFWAV/eduX5xM/uTW+pKgAvKELoFGQvAvbaZZBDnFuLlFFQj2+LD8tl0Ye8frSY/o7jZD9V4rDGvgbYxcFot8uKG2+L2K/dZYZFl6Cs6edh0wWpyrO5R2oMvIlbCorgUQQtH3f5B8oawXQeUIQ1rRmopvbHTLCTAs5qbBU4o+BSBRinZnHMs6xAanSxpmrX5xLWTDM/Rypxdgqz2HcPA20iohNz9vCBNlDu6ZwkmM4LPJ7nZaYtBr5W42orawRXavFs5pGvOUEEYs9vscfpvjMxSzbP/VF78dqe8mmZye3SX71UMrznALQmRYv92gYCNbdP1EWknGBd+3peILEa9zUHQOFRveWxhD7+czCCIg9L2eBqKnm8wU0fbhyWJhAIiqpceKm0/LDB9EblEwjVePDVvzW81fUvrR5uCAFF7esB1UWH5Sx8QOi0R3gTBSAq8fXu5R5vE2BRlq87ZCLXiYPR2k9SL0LoZe95Paj2ZUC9+8i1WFFyZQSJM4DEC3Lj5PZBigjGqSDPY8C4+pgB1S76+Dl6lgNZuCmxV8SLHFqboD80IsAksUs92AHx+Y7LXu19LtTMsvMPtFOruD/ifuy7ioE2EdGJJUbx5IiPNyrXez2Z55hmHrkPuEotdF5gmhdQEVyNDGY5MF2zZkVk/zLWU5STdznVcUY6BczV0YcQFkFmX7bdpwIwtdVb23gfFmXtWta6FkFgbSwDXc0kVm+18TdZqupojPeYeg9nlvuxfRWAn6D7NNy8GTf7vBFLeXd9b1a/qwocbx6zDOjKW0oVxItAtLrhfqXwVfZfVXr/jAFY6sHepR97ExEg+NBp/HxRBNiW+6mrSxyrgXWfF7yq111FYMvG48J7FEX8+Wtiyyz1dL65HaX+6zQAKFD+zHsAefwZt6qDCbxFgImzjYH0LC+Quvj7aJ8Ac154+BBO/lx3IQCuRxaThKHWXcZ3n4joxA7dp91EVXBv5DByHh95OfYYjhMDkZs1LWm5Tmo6L271BasCfTUgV+XkuffI8v6D1F1Vg9Farz0rb3aQbPaaHeeCKjDulnlsuqihCghuTyYvfIAqkARBMLrYKVzdLC9LjKvS5sX9CaBG4EMVFB7mfa0y1MFjbbay+vnqs3p89TrTrX9ffD0g91XQehOEC2q91+gWfFeD4fr6WammwterDw4R3HjEXv62H9c4hVy2rJMrM+WIMxEOVRtkEKfua3mxo16qPssDxrq+dF1VME4VeR5i7/EOj+8BzL0fTOA9cevXNy6y2s7s3d8/y26y4+ciMYp7I3und6tTxECbiOjEjtWn3SROBLcQCJ7Mc4ycgVHB03kBHwKMCq5GFlnhMc2KRQbPqPQWaFesKmwSA7t54Q/S49z5mHYYjNb3hYKYfb59nwYx87zLsKD681GUQZXIrQsqAoGRAKMKr3F3txFZDEWrSqWdWR6EVlcPuPvIcLcJrJuO4eY57R9oVyXI9WPqcp+L465lwDW0CLxXSu+NYq91WKsB9uLrPZaMrwre3+wLa8F7D7Ny+yq4Dj4sPsuZtNvtvStjFFaAxBoUCMiLAGer6o2ArAhINmTfRQTOCYwVzOZ+abDgLlYDbytxhZ/b8XdCF5PEbA0iZ5nHyOreKyyzwmPcsrf/1FQE90b27MvdqT8MtImIBuBYfdqr8nKVTuoMnFE8zfKYJR0Jns4KZOVU6mp91CzzmBf+oNkTo4KxGngTA+68x4B7l2FSrQejyc3qrT6t7rk2ALRDmfjt+7sJEq3cDE2rD1qL65xkkY2NXysDcgP4vAyYA8qMVWwl2FjevmPAvUtgfUvPn9fbMdLmo2rTp+0Xd9M+8K7WrHXt2VaVWkZ95c+kU3V3Z1XJfdvHCLgZjFb45eD6WGw5tMxZhTUK7wOywsPWgtos962CXBXBODUoCo9ZdvNc9v2I5iEgzwtMc8BpDLptz9PNY7n49iAbiJ/5ee73fvxsiIvVVwiASWpxlZiLmpJO+2OgTUQ0AMfu065keS2zqYLr1MG7gGdZDiOCZ1mxKCVXEYwTg8Qrns3zgx+vqmCkBt4GZLlH5jumDdcQkcZVVmuPo+VgNAF6z8LXB6AZCKSHKdDBh+ZgXWoDmKrgYeUk16ggFAHGaFwNVjvfVhEECVsnb7cJuKv1Sj295UtBTH2o2y5CuH3E2z5OtRlprdUD7zgcC413UvVstwm22/Rd6y5Lj1uoX2jwRYC27L2OffUeZst6sEOFN4r4+jojSMoJgbkHXLnyzpXl0wFYOxitiTGKsYZFOXmfx5/5gMwXEABOFdbI3mXMWg0+6/D7J16U3eth4UO8ILzLirBjSK3iOmWZODVjoE1ENACn6NMGmrMFqoKr1GHsAsZ5gUfTDI9nxWKNk1HB9chhlntMs/33TW+j5dC0JNxkuPeputxlkFubwWhFz73Z1QC0dZPEdyEhQBQwWttzi/ieG9WlMuSmKecicW2RCcDM3/7ExiFp7d6fesB9M+wtZq57HWC1+oU9B/nt2hmwzz7t8roDCl8G3WU6etFTvSHYrt7fNo/d9wC0peOo3a9HgA+yNggL5SC9eol+8Gg9GK1PqgIjgrG9WWGFEKei57lfyhoX3sP79gPA6uXkVrT336UBsbx87gHNCjijcLXVW22pxIxt1zJwEellRVeWB9hkr7voHcvEqQ0G2kREA3CqPu1NZXmqgnESTySuRzn+4HGGWX7TmD2yBqqCeRazzYeeLi0iSK1BamOGIy9iRqnrw+4SSIgIEqeYZetPhVf7m/chAHyIWai+yvRdeXIdapPDY/Y6Pj8fwlKZergVUcpir/I0K2JgtzKkTUSgQOv+08WqrVD1Tkvvwcbqy7fPQLR12eyjXCC7ifFiP3y4HXSrSllavb7/ep0uu8/70JTVDiFWhTR9BjxCGcQ2398hDt1KvAA1cnpr4GDhQ5xbUMtqA8A8Dxi1zGpXqmqhEAJmmd9rdeI6HsCs8JgVHk4VidVW2WlTlrrv0mvtjGKaFfsH2gPq065WmrFMnNpgoE1ENBAjZ44aaBd+e5kvUO3adhg/b/FwmuEPn8xj9lFilnWUGLgyuzMvjrPOyarCajXROf7Vtmx711JGlVg+2jSFvPChUzn6OoJ4YiuK8nXc70ROEHuo633YztwE16u3rRQhLM26E9xMNg4hRsUisfw1X/nMqgigm4fCVYOslj4tZQBsjZTBa4Dv48eh4WR410C7+Sm1vKiw5z7tpu+sB92KWCFgrcaMcIdnGAP245a+1rPaPsTAe9sxF943Dmo7RLhjED/fTrEoGV8+lvL3T+7hakF43jGrXZHy8aoBjPPMIz/Q79LMe2RzD6exHH5dwG3LIHvXCzDWxMn4s7xA2vAatj7eAfRpiwBXicWEATZ1wECbiGggRk7xaHq88vGu07FFBA/GCa4Siz98GoPtJ7N4amxEYJyBq/qpW5w090HK4NcZINg4CTjzYeNO7n16Bq3RuDd3JaiOg8R2L/5XxLLdKiBeDV67qgfYVY+5CjC7XUjdKNQuJpgy813fj11dEABC45qpdf3aq5Oi1x6/xOBeTZkxDu0uCt26H6wbIobOb1VTNjt+vftx9akqDa9Ue4c1tC/BV9WDlYxXmu4+Dg9sX8UQAHQcWr6TKugVAOPErg2sCh8gRm71EM+LgFHXXzS1m9tFwB0wz2+vV+xL5gOyeQ4rgqQc9LY4BlVMEt05qFTBIgs+zfxegfYp+7RVBFepwdgxwKbuGGgTEQ1EVRo9zXvem7XGrmuorFH88XsjjKziow9nyAqPee6Rlyf4qTNIbFx3M88P38NdiVOBBQ6xvzP3IWZmV8rL9y2PTayU04IjX2V/O95tFVyLLvdfV1n6XcTdunGvttHlwWZFy+A9Pp+wlMWuqz43xghCHsdHx3VL6/u1fQiLkuaupCqBDjfH1zbuWHtevkOf9r6f4l0Goi2TpX+SNZPDY5Y7LG69rTe8ah84pOo9rNQvuNiOQb73oXO2uKvqwtIkMbdWi9XlIcDidg9xUXgE223id9PvpTjEzMascOaRh8NkdvMQkGcFTO6RWMVVYvfeXV1/3fLCx3kTe7xvx+7Ttiq4StmDTfthoE1ENCCp08EH2pXr1GE2ifu1Z7lfDAfKihh4JjZmm7MiZrkP0Xe4jqogqZ3UFT4G3DHw3m+XchxgFPu1gZte5jankNXO6k3DzTZl49excjMVeTWoqWzLii1Wn/mYzWo6KS5WevGNUYTCL6aRr/ZrIwTkRT+XWqqnVGXJQqvAu/k13qVPu+kxjtWfHS/K3LyvbeK3+nGFstVj9fuO3pcdcGvSfNeS+uZBav09h6ovO7XaWDK+dCz+5gJTUdv3HRB7tVPXcijalj83KpikBkXQWFLuD3P58ua5xJ/bfSZpu5XvneUFJsnuYcex+rSdUUwSwwCbesFAm4hoQFKr+w5Fbm3fQDuuvInDuhLr8WxewIggdfG+syIG3SIBia3KIA+Xldmkyu5Wgo+liFUA3vn+RJCU/dpt1n5pWQatsjnL1TabrRIDDScCawXWbD4pbFt6rSJQDRtLZevqA7iqfu2bUu+yy1y6rVNra1vgrdgckHYJtNeVjXcNs7tMHle5WYllFDtncUXikLlQTiSXcrL4cfuypZwJcfv1Cj4ApttzWx2k1leYrSj7pAUYtwy0vA9QI8jyAFPLuOaFR9I6q93uGZhyaJoPWruo2c/PloFgVA49K0LAk3kBpwEj131KORCz8XXz3GOyR0b6kH3aInFGysgaJJZruqg/DLSJiAZERDByBs/mh89qt50MvUk17Maq4t5IMcsLPJt7mHKF1KgMur0PmGsZcJcTw7M8oOh1kVN7zsQLGtW5dBWc+Wp3c+3v68QeyptnILW/V7t3Ic2Dx9apr2eq+pSroKiaIG3K46/6uVvd75b3WiXeZ+E9ZM2+4tVsdsWoLO17Xs22GRUEv/m17MNq4K0xtQ+U72189LB8+5aHtO7Q+3pKi/e69u9Lf97H/ZsYbBc+Dk5z7vB92UBVJu7Xlg17ANrhAkT8noAQ+l1FJog/04q4yqrtz1aBWD5ehDgQsfq+ACArApIWK8m6hnYqgsQZJNVFzdwjbzH7YJ1EFam73Y+deY985svsfvt+7Xp/dqW6+Lqa6W4r7lPfr/y8ToC4xcJpeYGb/dfUPwbaREQDM7KHD7Rv9hbvx5mbEmognrhUK11mefx6lU125X9xFoF3Ecr+7gJ5j5mZNm6X0MZo1qyENFUmsx6Il9uo4hA4FRiUgZBR+ICNgXX9q/Em9aLZAC8Ss2BYvo+q97pLcF237q0WxPdwcfK64brHppJ2UUFRDsZrqsgwAhRBjjKRvqJVqfRS/7ssjsDDL7K82wLmfS8HVYcgKwFI67eypyBANO5AR1nCDdk9U75NLBP3i5+TTeoBaluFD7eypvuo5hlM0s192au8B6qK5tVVX1ke4Mz257bPNHqjAlP2U+dFwLzwKFqWlitiJndTiXgAMC2z5yOnrcrJ171+83z3QBvoJ9BOjGLkDFK7W6aeqAsG2kREA5PYWI69LQu5jz6y2QDgGk6oVASTxCK1AdOsQFbcznDeBN4Ghbfw5QqYWe4xzQ4/QM0okLW4llH1LetS0FtmllUwtYr7E4fZPB7zdF4sXtvV2VfbTraLwqOovZz1SeT79tGuBskCLHZi30wTXx8G+zXZsvreY4nRNFQUISzfWkRgNPbHH6enuTnbWVUHAIAaxeoSrOY+7HBTnl77XyBOVt/2zixdMJHuMfPKtYK92fI99+XMAl8EqGpvA9FuKkNq1QNbv6f7pLh48aus+Njz2G/2ZRu4LW0Yq0KIv0+NCPI8oF5xHhA3IbgtWe2+hmnH4WkGISjyMtNdrPm5thCkHfZjV+XkVgPGW8rJ15Vfx/Lx7hdVFsew6wBPjZViI7d+lRnRITDQJiIaoHFi8GSWH+z++8hmAzEb1rTeCYhB4lVaBdEes7w5Z30TeCuuy6/lhccs85h7jywrTxZDWTLaw3FvO9nSMsckKjACiN5kSKuTxKLwiwA4SRSzuV8E5kD3ct/Mh7i7t2ES+T5CCEvl7bGv/nbg731YW07ddNGnKMJScK4SJ5EXRYBRvZVVi8F2VYJ+WNLyZFrLftTF9zV8m6+VNUvtf2O/dbf3aJfn3WeQrbUMtjEC8eXOdO8RUFVM7H7/sbz3dv5/2+vkAUjovnpvkdXe46AN4pT+1MQS4l1UfeZxUFtY+tnNirCo5lmn79jvZu2hLqqXCh9QlJVDzuxeLp17j8dbysntujaBcgaF27ESoe0FYlPOD0mtLlfsEB0ZA20iogEaWcWT2eHuv69AG7jp015HNQ7wSZ3GgDvbHi5Xe2SvcNMvnXuPPAfmvoD3uLmPcFPiXfXihlD9Qe1Oy3RmzFDHQHGRR5PlPug2J6D16v44BE4xKwqgQ9W/KTPj8UgOM+U2nvivnyReKaoF2SvCSnbSh3J9UcN9GCn3ZyPuZl4Nuqpge9f1ZW21Pq/eMnkwdFgl1sYuK776ChFUbpf0qgoQZFGxEHy5g7tjYBLC+qqH1sFcl0lxpXpWexcGgC2DsVGy+57kqk8biOXb9b5sH8LWlWSHLGEWkTLTDZhEkLo4DSCvAu8NlSzr1MvJx8lyltipbrxIOMt2Lx9f998ZBtY0VAy0iYgGyBpFYhTzA01a7TPQXu3TXkdFMHYGI1sG3LlvVR4vImVAapBaYBJ0KfD28K0maq/yIQ772UUIAX7le40KRsbgcdFciVBNwW4qBz/USjcjgBjFtvPawvsYHDektH3t4kVVJr6JLaePAwDWBNv2gMF221JYIAafHuszzZuPcLfj7xxP9pDSjheXmj8EKoAaWayq6lpOvi6Lvbj/lsfoQ4DucFnB++3l+00M4oRxpxJLofd4net92kXhgZXMeFYEpJsC7QMP4hLgVgbaGgDuZl5HXma9F3vvW9xvEQKezHKMnYErn3PiNr/j88Lv1JMPxP9uSe2iIQNrGjoG2kREAzVJDeZPDxNo9xnjNPVpb1JNVk9tvJAwy32nwH818AbMIuvtF2WSAEIoSzmb78eooMX1gUbryp/TRJH72B+pgjhsSm4PN6uLGa/djmMdowJXBvTTbPuYuerxF7u0l/4svp6+w+5eo3G/tgrWBttVGXnfup7Ar5aP1x1jzd4mffRnC+L7se1+VAVSy24X3iOI3AyVa7BuZdfS47dNaAOLYYJdxKCt2/dUa7ycUYxdt+Fnzcdw06ftsbxTG4gXqOCavzf+iBwuULSqGCW69gJUPeNdF4PuUJZ7x/J4j9ttJAHA06yAKwImabxwsUkIcWBbumFHefzMyq2/rAr+2HXKCeF0NhhoExENVJzgXRxmf2iPAcSmPu1NRCSuV7EGhY8nX/OWWe6m+zIS+y1X19/WJ4bH0vIYfFvRRQanWk8VFv9b3u9iHnBZdl6WmBfeIzV68zWJa7wCYuA2yzzyltFzX8FmVYZeH3DWZn92KLOYlXqgHUKcDN91eJ7ITWZby1r91eepIkDPwfamoHDjwTbtd95SNn6MILyPeEJbBNn1xzOmFnDHpeiQlex2COvXvd2+z/ZPYped2oB0CtAVZWuKKibOwOwxBbuufux5gaUqknjhonli9i5Z/DaMSOsp4Y3fX10pBFBff32z+nC5fSdmwWOWWVQW7TvVz4nUWnecKq4Ss1hrd/O7VRbbFdbpe9o80SEx0CYiGrBJYvDys/4D7b4nmrstfdrbGBWM1WDsDPLCl0F3uxP5bdat7oLDYnhRV5n3CA3nr9WpaeoUmAN52P7e7fO6aS24bio/bRMgr5aJVjltH8JiEN0uYtBWBdvNQXXfwfYuJbixfLz76rFjJLv3DbTNjtPEV8vJg/dA+RnbVipe1z3zuEMTO9oH6IJakJ30F2QDy33ahfdl7/jNMeVFc6Ddd3a2qUy81/svL2rePNqN69Qi8wFXzmzMWKvEXeW7yH24lX0nGqr+fsMQEVHvDrWOpO8gYdNJVVfWKCaJxYOxxVVikZhD5Xy69fNWtk3NrnLgiROYLf+ZLVpknG/dv1Traqp1ROv7S9vEyEWxGvzGQKEoPLI9L8homdmO/yyNr7eK9PIZ3ymbvfje21/b9syPU1W+++uya5BdF6tV4gz+olwXlXeosOl6kll2fHQi0v7Coa2Vi++a6V2nfu0h4PZFrrwI5RqzZX0mZ60qrkYWqdt9sNuuRFBOOQceT3M8mmaNzxeo+vp3+wk65NpLor4x0CYiGrjrHa/8b7LuBGhXMUvUc2ZGBIlVXKUWD8ZuEXTvEhyvs8v1gW3ZvOoEV0SQJgKzZghVm/uqqMSqgdTGIKHatb5Nm5PS+hi2EALycgVPEfr5nGiZ2QZQDoFruo3s/fnZZ6BUU1By6rLxXXZuV/oIsisiNz3E3scJ2m2f/y7H37mKRSX2d2/4URLEi1NpucbL7bjGa5Ow8vNSrMw3DGX5+K1j6+FQrFFcpxZXHfZi9211kvg893j5Wba2hWbXlqhDbywg6hNLx4mIBm7kDB5N816v5B/iVCWxinx+mOnZMeiOgTcQT/hzX/YP+7BzebNVBdDthC8vNj+W0ZuTbBHBKBHM1pSRrzvXrErCtez93jU7te2cdHltV0Ce3/SWb3manRiJ/1Pt2JaG96yaRr7Lnm3FfvufYwW7LCaq973Wa9dj2kWfQTYQA8jqM6Gm7L0t2w22fS53+dyG2gTvNqpHWLdCq+rJTqyBUzlIkF2pH3rcSrD8WHlx++LeroPQqjL41PV78XFXo4arloUPePQsw72Ru1VBkBUeo9WBGi206MYhGgwG2kREZ+AqjcF2Xw4RRCTW4OmBAu1VqoJEmwPvvMUk5Pr9xL7T9i/ItqDeKG7t0k4TheTLWZw8+MX70FdgXdcmWAxlJF54H0tbcbPiy/ecOTK1fmwtJ8etZvjq08i7PLr0EFlK92suByPo/hkQoPVKrraa+rElHtzNEME1j7frZzh06NMu5+zFY234PkXMtLoyyD5U33Il1Ha3eVQT0W8eb7V3O2bau25tABKjratajsFsaP/wAXg4zXCdWiS1YHye7/bDxtJxOicMtImIzsDYGTye5b0EyH2XjVeMCpwRZH2mQlu6FXiXa2m8L/ugywyqbwjgTIdAu00AuC5DlbpYXp9Vq78KQF3YKahqo80ziqvQ/NJ7JiLQ0PYeuqlOxgsf1g5Cuwm225URK5rL0buKE+aryfPb7P7atAkju34cBO1WeHWxbehZ9VhxP7zcGqq3a964TJi3ei6y8koW/mbadxVkJ87AyuGDbOB2EJj7AFdrwg5Ynpq9bYZDnYogMcd5Hl0lW6oEQgAeTXNcj27meVR92l3nMzDMpnPCQJuI6AyICK4Si8ez/bPahzxRSa1BVvSXed+Vlvt/m85jq7VFRRmIGwEeTsuS4fJ/AqpVYMvqgUeVk6pWfgE3e6hzExDKHtvVLHWee0yzAvNiv77ibdpcPJgXHllT5vqA5/G3g21Zs2c7oAiy9cJQH9ns+Jg3O7UPmzTbHmp3CaRUAJXjBtlLtwWgIUBVAQQEH7PL+xxPXBTVYor4yk1CuefLYDnIdkcKTlc/Nr6hDL7wN+XjbWZEVBcJrJHBBdhAfA/SluX4j6c5fBowdjH8yAoPo93Kxw91oZjoEBhoExGdiUkSS7P3LZ07ZOmdKyeED/lUSFWgkMV/AMcwCFif1Q5Vpi4AT8rJutt7U2MQ28RahfMBMi8O+zptufNZVjQH2Th8BbUpJ30Viz3b2hhsW4mBybr3pq9sdv0x4f1J+7PLyuxWYstB39Ozu8888ADEe6gqjImr9KpKkV1eyrZ92qsXWTwCDATOxoGBTgW2xc9rX1aPu6lPu17Bsa76xYjAGoEzepCtE31KbbcJ509nBbwHrlK7U582Z6HROeHUcSKiMyEiuDfq4froAU9U9MDDhg4l2bDqR8rsuJbTjducVG6doC0S+7YPmDr2a97oEALmmd956m9fjNRXf5Wlz0230/X9n7sOklqnymqfUtunFPti+/1Z22ewYJz87eFDOW+gDHLjcLZun/Q24Xm9P7tiJAbZqTNwGnuzj5kFXv2Jqvq0l74W4pqvaphZpVqPdZ1aXI/swVY79knQPptdN80KPJpmmO3Qp73bpRui0zi/syEiojts5MxOJzbHtK1fb4jaHHPRYa3RtgCw8AFGFONEcagt4U2ZnxACsjygwPqBcVVgcIx3sdqzXQVNRrXxcav1X/VwzeyxN3uzEwc3LZ5UFcj2qegwRHCdKtiuqwb9LYLuFq9v1ae9yWrobjXulbcqB58uvlZo7tNeVfgAU74SVhVXicH9kcMkGX5wXbfPQLZ57vHwadZpLzuAYZdLEa04v7MhIqI77jq1e4UCh87wJKbfftFj2JQ1rXSZwq0iMGvepRBuApq4/ks7Tx5uYzVQCSFgnntUBevrnk719WNlAuvBtkjcud20rkjKctoqO9p3oHnzQOU6shOIg8XW/3k19KzvrHsfQXZFRNbeX9ypLrB6k+le98nflrmsXgJBDPhGTqEqkDKoP5XVSpLVVncty+rvjS3ujeLu61Me764EQLrDeq66eeHxR0+yTn3XjLPpnJzfTzYR0R1njWKS7l5Cfuj4SUQw3vME7BQ2lY8DzZmpTcyaaK1pynbqFKntr5R8dbWXL4Ps6py/2NA7uzjpPWKwKWWwXcXOuuHCh1FBYs3BPsehOqATkA0fwUXGv+dD6zPIBm5euk33W87Aixe4jDYH3tsy2hpvO7K66BN25YWYkw7MWk3QhgCn8ULAVWowGcWs9Tg5bll736ztZ3/3NC86r67se/Ug0aEw0CYiOkNXidk5q3WMU7uRO1wgdCjbAu2uwci6Pu11lZLW9FdK7leC7KwWZN+6wa3vjX927BLWW8G2xMzn6ruiiEG4kX4HoS2EODF706dhnzhu3cWUmNFff3Gh7/VdwM0avD7Vfy+1DeKbA+84tLDpfRDEn9dxYmGtKVd53fSsn2r6QPXMrSpSp5gkBmlikLjloWwBh2p7OJ5xm5HpLfgQMMs9HncIthlm07ng1HEiojNUDUZ7+Vm20/cemoggtYppdtqBW12oCpwqsjVrjbrGI+tKm1cz2nVVKXmWh7XH0UVoCrKx/kQ1hNu7kI/9Dlqj5X7vsCgll9qQrup1FYnBtoSw8TXtov78ReWoI46bugdiiXz/WWzgZo9xn5ou/hXlyq0uz6FamWetoApffSj3ayNg5BRjq0CZATcr67uCDwet/69K/GWxuu9maKI1emuOhvdhqcLFQFAUAWrPM9rucxp69Rl8lhUQidPIt4kVC+f52tHdwkCbiOhMjZzBNCt2mtx6jBhi7Cxm2fyssg/OCrJ58591zfxVfdr1JV6hRQZRRJA4gfHALAs7TdmNe8Cbg2xgfenl6pdFZL/07Y6Mxp3BRRE7XlUFCAI07GdWEYhW2dn+jqHKah/jQkNTNvsQ+7ErXfZkd7Eu9iq8BzpeMFh9K7WcCJ86g3FiYFSRlBnwapI3QrWlPA7PC9VevrB8n/X7ltV/Lv9n0QMuN1+v5gNsvFjZ8Bn0YXlbmbWC3Ae4Dc9/yPpsDapf7Hk6L2BUOq/8IhoqBtpERGfsOrWY58MMZlUFiVPMziirHfeA395vvamneeP9WUGR33xnlwyiUcU4CZjNA4qu4V5AOV2847etBNWqMfN2CiqAmLhfu0pQWmMW/15Xz2770H46/KrVb1uX1RZpuPEebq2pUjnYmrFDBdnbAlDfMdhemWSA1MRJ4lquNUtqpeIqstRXL4il5KfogW76WITayy2IQ/36riY4lr53e8dtDmHxXj2a5hCJ+7nXOfUKPqK22KNNRHTGrNFWpXarjnUCOnbndT1XRRpXfYUdT4rNSt931002IoJR2n1Q2rxc4dUkhLA2bF8NULf1Kh9a1bdd9e7W/72JlgH3roFA0/M/9ARyqR4I5QT2A0wVr4QDBdnA9inw9T3bbcULLIJJokhcHB5mVTCyunGHeMDp+rSbBrHVn7MpS8z77o0/BgEwTvrPNq9+Jh5Nc2QbflkyzqZzwUCbiOjMXaV26yCvVceac2XKrPY5Gdnbi7l2PSk2IrC1/9TumsWqBqW5FmvAssJvDKY2HUFT3n4Ik5ETo0jszZg4owJnmrOji17Zjn3Ba0lfs+Cb6WIQmB5k4FklBCA/UJANtOuYrYLtNj9OAmBs44aFKqh2HaZ1D2kydf33h7PVQLT+e+QPbeRML5PGV62+DiEAD5+t37E9hN9JRG2c19kPERE1ejB2nU7QDxs6LOtrOu2xaBnE1e3QBr/gXHliveeE59i7rRgnZu1k8rzwyIrNZe7rVh+tDkKrHGxfdUuKuCpNBXC1lUKL7LZpfjWkLDGO/d7tHqvp+Ys0DyrrgwCwRpamrR/KIYM6I+3LtNsE285o2YddZvoRd2XH16nl4wwohq1+sqre8cXXh3SQW5hywOUhNH02fQBefpbd+p3JGJvOCQNtIqILoCp4MO4wWueIJyvWKJIzm667Ooxn19JxIK75EvR34q8iGKfmVjl57j3mZT/1xsda82frvieWj5/u/VstvzdGloJrUwXgLcrJt52krwt8RJrXTO0jXjgQ6KGi+JrC7zZUr62uwY9Hc8bZSixNTp1CVRAQs9iL3uwOAf2pSrObHjYg/g6xunz8Q8q6b3PIvd/r3isfcGvH9jEvEhPti4E2EdGFSK1p3a99iPK/Tc6tV9usZLX3KbiNg7q09xP/ejl53JXd7v7XHcam75YTnS2sK6VuCq7blJNvCri3ZRelp5RztS9aVaBHeGF9OGzQqR2C3zqPm7VsRgQjpxildvGeGgBOy4qFqoe9w3twumTxuqAxwK1khE80Z7AzZ/RWlU+fNn0+57nHs/nNWEdmtOmcMNAmIrog16ltdULU59TYNqxRpOfWq1073n1LPBMrB1mnJiIxK4rlfuRND7XupHbTczR6/DxSDIq33GYluG5TTt4lw738vfsPRjMiMEbK++r2+Ls45PCzyj6/SkSAxAhGiYEt32xFrAKx1iy9Popuv7cCTlOave4RA7BUNg4AB35renGoAWh12343Ppnni35txtl0Ts7rrIeIiLZq06997EAbACbOnlU2wmrMFq/rXe7ikK/3LAuAAKkzGDktT+bXH/HaQGDLkzzmSp2qL7uNpuB6kfE2zSXfNwPTuvVw7zIYTcrjqQ9nExyn9/3Qw7Z2yWZLmdFPjCCxsRw57r4GrEg5Vf72u7bL63W68vHbj9v0O8APcjHjskMNQOsiBODhNEcIgau96Kww0CYiujCmRb/2KQJtVcFVcl4l5KnTXk6FD9HjC8S+7KK2pLdaTzZyBrbhhHTTRYNtz7Ov0uk2dIcy1cZychFYG4PwdYdfD7i3PcWbwWjbX4sqwDa1vtzqLTlGX7Y/cF820C2bvQiwVZFaA2cNVMrMc1G7WFL73NaPfpffWUOaNdYUrMad7wM6yBWHHIBW1+Y1KHxY7NgmOhcMtImILlBqDSYbyv26ls32JXUG7tCLiXvkNuxs7qpthrYtHwLmWXPtaTWhe2QVruXxbwvKVI5Ttml0vwncTb3apsx6b5ruXZ9SvunnI2bD1z++ArXS9OUbVpn0Q1+z8AEoDhzAtc1m60qAbe1N370g/pmxmwcOKnarqBhKZbaW/9fk0O/TPiaJPcoqrbYvwSz3mK75nUc0RAy0iYgu1L2R25iNOFUJ3uTMstqjHtaThRDKrHY/r3kIAbP5hsLTRc9yLMUdWUWyIbprm1U79GemTV92G7ImsNYWAbeulJU3lSxrQ896FWDrlotYh34Nj9GXDWzOZlfBtdNYHr4uwK5XIOQh3N6njPjZtDtepDpVDLsanCZuQ8vGQOPGkTM7v+5ddXmbnmXF2v3aREPDQJuI6II9GLu1w9FOUT4OnN9gNKt6a4hRV1X8kLh+XvN5Hrb0d97OpBqjSE3McK9eOmjbymvM4YaiVYPC+lQF1s7oUunuuq/f/v44OM2WWe760DUt+7WNtAuwgbi+6tDXt46xMqopm12VhlsVOI2vbeLMUnVA1Xu/bh1b3K+9fPzVhY9dnKIse/UnRCHloLf108iHxqlg7A47AK2uy/ukAD72LBt0yT1R5XzOdIiIqDMRwXNj13hSe6pAGzivwWgB4dZe7a6qTJ01undWO/ce+ZaM5dpHkLiX2rm4h9tp997xQ2Rkuww/24VIGeCtBNbV1xOr0A0l64tp5eVFF6txN3xiYsDZ5iUR7NZ73oUPxxmwVb/gUJXau3J4oCuz1/XfL1p+7qzdfGHDAyhWdl512Z196/7C8YPt1SN1Nn5l1yGExyYCjFuuiexT66oaFRQ+4PEs335johNjoE1EdOFUBc9PklsB0r5Z2n2c02C0gBhM7DMUqH4SuU9We1Nfdl2bR6iy3EkZdNuWA9uayqb3EYPs45yOLAXcK88jDi7TtYPRFDGgTKxBYhWpMXBWF9PEt70mh7yQABynZFzK3n9rbi44WBU4a26mvK8p1W/79AsEFGVpcFzptd8xHz2OrT9/yNby64HF2bhK7EmmjLctxKj+u/VszhJyGr7zOMshIqK9GBU8P3H4w6fzRQbllBltIA5Gm+UFsmJop5rNUqvICr/TPux6ssaUWeRdThHn8z3nSK/5ZkEMdg1iMO+LOLG66Rirsuk+hjhVj3vs8/pqj7Ups2MhBBS1PxPEGm9bHmNAw0tX3s4YgXi/tLc5hPKv8qYq6K0/f51DlCCLxAsygtrgsjLzL7o+eDYikBZT3NcpQoCEAGcUYc/X7ZS/XZy5ycavqzQYUkY7tbq21WgI4tT/mwqBR9Mcz18lpz0oog0YaBMR3RHWKJ4bJ/jY0/kiS3tqk8Ti4bNscFmduip4EhGMnMHTebHlOxruo/bPIrFHdZZ3C7Vz71EcYY6yikDLclcfAkIZiAbcXBxQlVslvl0J4mfy1C0E8ecghtMqNxcXFMv91CFUK7PKz0QZgasAUEXh/a01XtVnx+hhn6cP+wfaUmXla4H14vngJpttpPm5bAu+uwgAfBGgrrrMscedhnD4xviam350gbXLj1sNRRyiY/dlr4o/K5tfm9UqrHnhMc2KvVt7iA6FgTYR0R2SWMX9scPLz7LFmqEjzE5ayxrF1cji8XS4/Xb1+MUZhVWPvOOLttp/aI0gy9tntUMIyLqstel4Lr/u2WhM/S7+fRF4I8DvmdU+RSa7rgomtYwwFYAvn2sVVPva3vGq7Lz6bvXx0sPivW14PaqVYSrLa8vq+8xj5jvsldlsOwBtMfVblsvm60H1zb9Xt5OlXuy6xcUIjbcLKNdVLZ7cugOp/12W/rX+megjS3+KcWhA/BlfDaqbQskhZLSrvuxTXgRo8zI0bQB4NM2RWh3sBQy62xhoExHdMSNnEALwcJohsXryvaSpNZg736r3eAhGzuw9iKdauzVv2WM4L5rLuNfe/6Lgedm+5/T1wNuYgGnuy8AbQBk8tnmMTeu1DmGRoS2DRsjtydkBfnHVqQqqDSRmi2tZ/UosO48l5gaAVwC5R8BNe4Gp7cxeCmzrga7c/Omi9HzDcwnL/4MiCFQ3ZwMXgeyaYKQpsF48Xogvi4aAori5sZHyQlGMrrccddOTaPyXxfGoVUznBZwqEDyk7KnvHFAdOZCtPmfO3j7OpkPZsxmkF5MT9WXXtRmy2HSMPsTBaPdG7hCHRbQXBtpERHfQODEICJhmxckDbQC4TixeLrJbe3SHYPUEsBqM1qX0u+lZOSvIiu1xgA+ht6E/67Jnu2TVRASJCvLliHHRmxzKf6j+uXoIs2G69z7qwTSqMuiyH75dcNZ8cUIFUBPv2QeUpfSx57b+HVqWVnsfv6aIpdTVLYwu9203HkGtVHvroULKINi3Dj61/F5ZvEBSy7LfvFe+/BdfPpRVXUxeP0Y8JhB4xM/+NCuQOLO4CKK4uWASy/YBIwPqK5bl3uwle1bBH8LIGSQD7suuW9fu9GxeYOxMuUaNaDgYaBMR3VGTxOJV18DjaX7ynIqI4DodaL92w7ld58FoDberstrZliB6Pu/+ihwrOaUqZTZz+bGrXt/aVxfDtKoApMqC3/zLrX+sfXfzvyz3EO/3pNt8twpqpfQCCUBeldLX+rWDD7W92nJrR3gIVTa4uhix8qxbVF/HPwuLCwyrT6AeTK+WZNceepGt94vvKzPbClgIVHH0AVlae63yEGBDWFzwisdZXRWIXxAU5VR43Aq8j/37RAS3erM3OemwNqsn7cuua/Pjuy7Q5mA0GioG2kREd9hVavHclcPHnpw+wLVGcZXas9iPKhIHBz1pORhtXXloYgVFsb5Xe9cBaOvOWaU5abszEYEVQb4lJV6t8LpVHnrmfZWqUsbd8XkUATA+QK2iKPzNO7fyPEUAs/T1dq9Dfa6XD0Be+KWgdNv3Lkr8GwJrI7XS+ppjrwFU3J5WXuQeuiEgDCjXgnncCrxVFMeMJUfGrC+Dbkpyn+gXrzOC6wGtWGxTOr7ps8jBaDREw/kJIyKik7hOHUIAXn6WnXwwT+oM5oXHvONE7kNad2pnjSK1oVUJ+dqZUCJIXHOffOcBaCv322XQ3T59oqoC3dBDrqimi593UN1o5cKFEcCU+6QLEyeRBwBWAQSJr3MtGdv54WovoW/RTlANWquy5lVnuKjG1WVb3hKra0qgD6hp33gBQL2H0XaZ9Xrg7fMCIZT98rpcVdE3hSDpkM2Ojv9L16ngakBBdpv3o81nkYPRaGiG81NGREQnkVrF1CienyR4+dnp+6SvU4uX/emPo7Ip0zJyBoUPW6eQb/pTaxQmCyhWbtV1ANqqpuz12meyx0stIlCVxsnXRqrVVsM/8d3lCFVk6X2Lmft4T6YMrn0ItQBxuXw8Bty368Q3lZIvbiZlzzXqc7vL765K06Xc391UW77tuak0Tnk+JNPQA179a1HE9Wu7fJYCYgk6CkCKUJbyo3Xg3laSaOOFgkrTox37t5wRweTEE8ZXtTkS16Jyw4d44ZNZbRoKBtpERHdc1X9pVPBcufqr6/qqPg26X7vBuJxCvs+xpoku7efuYwCadKkT37Ok3Kgi+AL1QnojgDVndMK7Q9xR9aNXM67MSi+zMQIbpLnvvIp/F4Fw+4PJc39r8FMRgOCX5wbsGkqtbHU7ivj63X7QKiD0iP3kmwLZJquvfRV05zmgKOLaMiOtSpc3saKwsjnr2vRnx3yZVQRXI7v3c+1di8NpO+js8SxnoE2DwfF8RER3XH0/rqrguYlrlT04JGsU16OBXAve8lKoCibJ+hO7NruAVSWuMSpl+f6XGLr8B156ON2vB5lW5LyC7D1UQcu6veDGxjVhffHhpqe/6tOe5z72hPd0ZeoUJeNNvearX8nLwW2dbLi5B5D5gGnmMZ0XyAvf/f5RrvNyW4Ls9ZMTOj/eLkRitdCp13g1aRP4t52MXvg4qZ5oCBhoExHR0lRhEcGDsUPqTvufiMSaQQTbbV6F2K/dfMu2p7WJi6uoQggo/P496o0n/Qc8x64Go1mRW5ndc7DzS1NOj19XZa0QWKu9BdveexQhIM898h6D68ohe5jX0XIy+zbVlPROWj4Vj9iu8SzzmGceRWj/M+jKjPimSvt1f3SM6nwBcJ24tVO7h852bGN42nJIJdGhnd9/CYmIqHerQaKI4P7I4V5qT7r2NbVmY7b4GNoGHanVxhPZtt9fDUabF/uMJqvfXw930oECGCXm6KugTkkApEbWllkb3Lz/xuyf2S4Kj1nmUezZv7+OipwkGFtXDt701aJjVnuXZ5OHgFkW4mu95aKXQmDL49+UmT3V71FB3C5hT1yltMm2I+taYZUVHrOcwTad3t35ryEREa2VWm082RklBs9NTpsJGScWoxNn19s8exHBxO0XShkVdEikbdR00r8u6N83KLcicFZhdPMwqCGLr023Yzdl9n5tUXDt50Zkt8x2CDG4zHKPWdbPRZgmIuUAtyNrGoC2SdWrfQxFCJjlAdN5sTbgTpKbYX+bn8fxfy5iubgb/MWvbaXjbfuz657OGGjT6Q37J4+IiI5CRJDa5syxNYrnJ6ctJb9KHZITPn7b4UGqgnFDBr7tkedFQOL6OyE/9PURQVwVZGsrdYwqOm84Goguh10vkV/3+Wj6urVxaNY2IcRJ21nhUfhQ9mYfLsA8RV/2ugFo9T9vcuyNBB5YBNz1IYVWdKnkfZcLkn3MR2iiIriXukFnsivbhr+37c+umxce2Z4DJYn2xUCbiIgAAKNk/X8SFqXko9OVkl8ndocdtf3osgXIGcVoTb/2JiHErKWK9JaBWj3v73MckwIxi91wrMboWZ5gtI0zLVb60JuGoMn6CgJj1gfbSwF2rUT6kFlca44fZAPNA9CWNf+5B1rPMegzkK36uKfzAkXwty6KbXoJ1/7sHeBlNyK4Htmz6cnedJxd+7PrnszyXQ+JqBfn+N9BIiI6gNSarSd9IxdLye0JTuDi2q/TTETvug4ndWap773NyX5e67t1RtBHqHqo4MlqLBVf97qIyFmWkLc5YgOBWbmQonL7Hd722hujMYtc+1rhbwfYQBl87zANuw2j+6+22ulxZfsAtE1/XBSnW/4Xf04F03lYvC+Kze/5sV5ip2WQPcDp4utsOtZ9ft/PyoGBRKfCQJuIiBba7B+1RvHcxJ2kb7oKto+dqbFdUtqlkbsZDLbtnLfKZldEBGkiWN/9285qACUizf/hbzuwDWWpuNHtgaQq3Jlk1Cpbn1M5Qbzp++rvlaDdxZnY064IIe7GXlcSfahsdn213zEpWl6I2XCTtlntQzy7xMSLBB5xLdgs81s/O+t+hfQZDzsjuEoHuCd7i02fQbdDdVDdU676ohNioE1ERAvjFoE2EAOLeyOH++PjlyeqxjL2Y2a2dz1vHTttlf0v/O0p0ipxN+8+mh5613s01cCzDmXtxijOaZv2pvfZbAkO69+rG8rG60IICD4OONsUSrfZxd6VnijI3taXvXTbLa+hb5PV7vkpmnKdW13uPTLvly6WrVpX/txXTOys4jp1J2kB2IdumA2gG2aHtDXNip12oxP1gYE2EREtONO8omqd1Bo8P3G4SvraEtyOagz0j9WzvWuPoIhgkpitA4nmWfOJoFXdKZtef/zVuLjppHbT0SlipmxTqfgm1p5Pv/a6Z2exPPCtidbKwKXFe1b4WNZahAAVrJ1e7sPmIHwXKjhJ+wcQ+7LbfIzaVAUUOMxFiHUUWPs7RxBLlZ9OmysT1rZZ9HBcI2dwndge7un4NpWNpz38fg8hvi9Ep3Au/+0jIqIjaVM+XicimKQWz18lt/ZxH1JVRn6MaeSmoQe3LRHBOFlfzulD2DhNOrH79WuvPm5jlntN5tvpzdquXZ1Tv3bTii8rt3uy132vlt34m4IHHwLyvEC+UsWgEtsyVsPt0HPZuMhu65L60KYvu9L2E7M1q91nabZrvtiicpOV9fB4Ni8wnfulTOq66xr7lHmLxB3ZbSuRhmjThd20p+c1yxho02kw0CYioiW7nrQZFdwfH7ecXMoVNsfoF99nuJDVmNluyllm+eZAoerX3jXUv3Ui3xhoL3+xXibeRynqOfVr14+yvsKr1ffK5pVqRblyaF3XqAhg7XIw2mfGVk6ZyW7bl11q+3nf/vr083ydWX+RoKniJfcez2axakGxoTx6x/fDVVU9A9+Rvc26Cw1G+9u+MMtZPk6ncd4/nURE1Lt9T3BOUU5+lTpcpYfN6sgeAUoMwOKO7dUAomgxFVdFdt6vvXrYa3c+Y/8y8U3OpV9bJIZmVrsF2UDV93z7WcZhdwXylif7xpR9wL7fsvFT7MoGuvVlL76n5c3jULT1r1IfJ7oGm38nrvsjj4Bp5jEv1gd6u/xaSa3ieuTOarL4Ousuyu6yInGdAGDKrDadAANtIiK6ZZLsFxKdopx85CyuR4frU9wnS1+dEJuVzLZvGIK2zq792qt92ut6tJ3VvcvEtzmHfm2Vahp39yO1Krcy94WPWeyup/kqcVL1vpPngRi0uhPtygaqgVcdv6nD7ddNZRfsv+JOga1DCbcFvHkOPJ0Vt1a01UvO2xABrlOLyZn2YzdZ93u1r7LxypTTx+kEhv7fOyIiOoGRM72Uf1fl5M9PHNIjlHen1uDeyB4kk77P61HPDhsVTFIDFcF8S9n4ql37tW/1aZd/r/qwU6tIeioT30SkHCp20EfZXRx2ZXa+2KAqkPJbQwjIC4+8nCq+C4+ylHzPaopTZbKBsi97p+Nv/z0+hMaM8b5PWQEkbnN1R5tg2ShQIODprMC8Npiry09CVSreVzn1EOiaz4Yz/U/Enxfr1+cRHcrl/LQSEVGvrnrMmlijuD9yeMVVgpE7bKCVWIP74/53be8VaK98r4pg7BTomOcUEYx22K99eyCaLALsaif2seIwFdk6hf0UDGLJ/K49zIpyL3YZpFcTxXdV7ygw1e7yzu/7AILsHd7rOHG8/e0Dmnu19/kVIIjDz7a1ULTpsa7uIiBgmhd4Noul5G2v54ycuZhS8bp1vwdGe670WodZbTo2BtpERNRo1OIksytTZmVecZVgkpiDBXfWKB6M+51IbkT2ej1Wz8dDiOWRXQP4OBzt9nTqNo+tABIjGCc3AXbtnjsdxz6M6lH3oG/jVBYTpaVFhrJJFVAW3qPYoVR8VQjL9xCnkref2q3lvueTlYt3HH62/L3dS76bpo/vvisASKy2eq3bJJhXg/EseDydFVsb8E057PGcp4pv0tQKI4iv/SEw0KZjY6BNRESNRORgA8ZUBVepxSuvkjg07QCxQDWR/Drtr5S8r/JxAJjnIWaonXbO8GrHYNuIYuwUo8TEFVKNK4o6HcLehjCJvBr+tjr0rOthKeJ7kuceWRH2GpwHxIswTVWuIjeD0ja99zEDfrrXViGwe+xA3uXigAdulY/v+nslaVm6LNjeny1oznoXCHiWL5eS179nksQ2mCFWf/Sl6WKbs7LzJPZtch/bOYiOhYE2ERGtNXaHyzoDN0PTXnmV4F5qD5LlTF0sJe9jrdE+q3TqJ+4+BBRlxjIG2wauY2CiIkiSzeXEpgzkx6nBqDbgrimIkD12he/KmNMF21WpeFM/dtfKBaMxyK6miqsI9pm5v62VVKXq3b4dbsdBbqcNsvfem77DL52AhqFoO9xPUk18b0F1e8XAppkKAuBZVuDZ/CbT6ozi3tghteZk1QjHUFVcrBq7ww56mzPQpiO6nLGFRETUOxHBJLF4MssP/jijJAaDeeExy+NffQ2vsUZxf+zwZJ5jtseal30CiHrwVjQMyEqtgcA3ZrjWHo8IUqdLJZFVD/Rqb64p+7BDiK93U4e4oN91Um0YowjBt1591Qe3ZXVX1zi1KAL8yvdI9xb8G23XgCmgonF6fQgwerhsYBuC+DOyT3zYtT+7zvsAUyvC6XpZzGr7IBsA2rQSb7pN9V7NCw/NgFdepxc17GyTpky9M3KwsvFKlgcgOehDEC0w0CYioo0mzuDpLD9aAGZN7B++SoGs8JhmBWa5bxt7rCUiuE4dnCnwZLrb86n6tJsGL21TDx6yNdPGE6sQAWZ5+wXKRmNG3PsAu2GFk5QTfvOyl1VVbmUAd31u+7JWgbxAxyHsnSliILhtqnjVp71u93HFh4DgQ2OjrlFF8B7FDp+0bY+7fKxVZQAAH3c3n4IAZU/4fvezS392pSofr6ozutyPlW5BnqBdv/y6j1pV8SCI8zASazDL/EmH1x1TU3/2eM+1km3MigKAO/jjEAEMtImIaAtVwTgxeDo//iAZZzSWUgKY5QVmWcz47hNKpNbAjAVP5zmyhgFK2xgj8DtEhLpUOr4+1elMHMI0zQv4DRlRRcxaGxuDuizzmG0pi7RGkRfxfWzKGqoCONG8IGMUIfcHe3gLgbHtgxgVYNPHw4eAovAbM6C7ZLVD6PYtIlX1AgAFCi/w/vjhtukhyAb223tdTR+PF8Taf19sI+jYLtBiL3nM8Dd/PmLViWKc3MxMyLzH42nA1cj2PohyaFbbhKwK0gNNG68LIW4E6FK5QLQrBtpERLTVJLF4Nt8lN9ef1Bqk1iCEgHnhkeVxR/EuwXIsJU8wywo8meedsuWJKrIdaoK1zLLlIWz9blXB2BnMy+FaQFlSC4U1MSBePYF3ThGwuQexXj5uGiLJGDicKCNa7dgufK+Z7bZZ7FvfJ7I2G134+NmzWyaUG1V4X3T6tLTvlpCyH3v1MZfLyY/xbhrTLbDdaN8AM3S7GysxyO4a4LcZUrauP9tK3IqQNkwTz0PAo2l2keu8Kk392cfIZlfmDLTpSBhoExHRVkbj0LJD92q3ISKLoBvAXoF36gycUTzN2vdu79OnbVQwb/k4KoIr5wDnMS8CRLdn+xJXKz1fwxpFlvvGPm1d07t9LDHYNkC+f8+2IGbJdMdS3HWBY1HEY1O026HcuRy/1W1jH/66h6+mkxsICh/gfdzh3Le+ysXr97dvwF71abfJCFvdrSdYW5aN1xO08fOoSFysWHEbHtcH4PE0w3XqTjrY7lBWL1JU7S/Hwj5tOhYG2kRE1MpVYjDNit4GlPVlW+CdF5tDDNXYuz2yvlU5+T592lZlbX+2QmI5uInHZBYBosEoBDybFyhaPKazsRR1mvnG4MqqIKsec0B92nVVZjvb8bPWtUy8iTS8z1WQDaB1AG+Mwufts9rb+rOXSsVbqLLeRRD4IvQWcPcdZAP79WdXbvq0NwfQXaaLr9KWF9vUxNfJlQF2FfxXv0M28QF4NMtwnbiLW/G1OvBtcuQ94ezTpmNhoE1ERK3EYWIWLz/Ltt/4hFYDbyBmuXIfyr97FCGg8PHrVdjRpZx81z7txBogzOFEoVqWk2tV0r3+ZFpFMEkMZrlvtZ7GGMFIFLO5vzUcS0WgCng/vD7tulga3y3Y3rVMfO39yU0pdz3INoJOj9H24sXm/uzmUvG2jADGCoogCEXYa2hatcKr78rmPoaAhfJ/NwWy+wTZQPP+51UK4MpZWHt7b33bVYMhAI/nlxds1wNtLTcnHBP7tOlYGGgTEVFrI2cWU8DPiaogWZzcLmdPijL49j4gBGCSGNwbWzydFXhWrs0KIf5ZKP95ZBVFERaTjQUAJE4iFrnpD63+3Wgs8w0AHk2znUKcat+2VcGzNdnqOqOCUaKYNgTbsXfYD65Pe5UxCojfWmWwb5n42sdXQe7DUpANxP3JXagKtNjem7/+msLmUvEujACwAl9muLsG3IcKsgFA+iqTDmsm7yNO9t+nHFu3ZKO1HKw2tgbJmkxtl8evgu17F1JG7szy6z9Jtu8iPwT2adMxMNAmIqJO7o0c5o9nAwnF9hezhLdPiB+M43qxZ/PmCwt/9GTeucR6XvhF8LYraxRXKpi3yG6rCkapYjpbDradCrLywsDQ+rRXxcyxb2wBEMRqgDYToHdRrfiqB9m2Rdlv0/20ymrf+vN48cDULt70RQVQKwhByjVl21eDKQS243Tutgza9VW30vA0FHFg4L4Dxpoyy1pWGzh7s8d8UxDXdc5DCMDj2WUMSKv3xIvgqL3ZdfPcY8I+bTowXsohIqJOqsFod4Ezivtjh+cnDqlT1E9xkx0CjnnuW5eNbqJldvsqsVtPvFUE41SXJiBXfb5A80n/0FYLGdXYe17+e+x7jYOsrD1cRqzwfinLLGg3AK2JMetmUN+o92eLCJwRWO0/yK6rKi6slcVqOcHtBzRyuCA7Hke/zd7111KBxRCyfQhufm4E8XM5dorJyCBNdOmzYda8Vm36s5tUA9LazGkYKlnZVX6d2JPtDN9lWwVRVwy0iYios6vEDC4YOyRrFPdHDs9fJRiXAfcuO18L32+5olHBVWoxsqYxOKqICMapwNQGRFV9kk3lqD21OPdKReCsQWI1lv+aw5ac+hAH6WnVFwDUBtTtZluQXi1ys6pwByrP3qSaVu5s7GE2ZVtEVTVwsMfF7hcwVlUD1arqAQNZGkS2D2vjezNyiklqME60cU+2wfqgfp8LbT4AT6b5yYcV7ioxN++DM4LREVd6rfIhbB08SLSvu5GSICKiXokI7o2GPxitb0YF1yOHSRLwrByalrfMjBQhwJf7q/vugk6swprN5eRVsJ1lwKzw5S5bQV6gsXx8KH3aQDy+eg92vsdE8jZCCMjzWEgdy77DIoO5D6OK4H3jfu4QAFGFPUCZ+C5U4nRtY0w8Wh8/v/3NLa89FvrLaFdvUQgxmFudcN35/iAQFTgFrse21WfAbcj879tnXYSAp7McV+npssG7qmezrwZQFZX70GqwHdGuTv8pJyKis3Sug9H6oGUm+U/cH+EPns4xnRcbBllFofYy7dun3XhMZTm5MxrXsK3J1jinUCOYzT2cUeRFEYP0YrlseQh92lWAvZo1jGulYt9238cYQkCW+1sXHvoKaoyp1mzVvlZOn5cBrc4zWOl9NwKD+Pp4oNfAu7chaLiZO5AY3SnIVsTnXK3ZqzKwidHWF1rWTQiXDX/WReYDnswLXA8gWG1Ly1YIABi53d6bvhU+4EQt4nRHnM9PKBERDc69kcP8yWzjKqxLNkosxpnHyBrkRcA0L5AVvvH1qAe+9gCBdqUqJ6+y201lpkZj3/Z0LpgbjxBuTx+3KpifIPCrSpVVN2eQjSpUArI8NGaId9EUZANAagRF6CfHLyIwIshDiLvTy53phT/1ZY3oplS8+bUXiQF3X4G3oN+ZAFZja0Hbe1wXWK/alKVeenxZX6Zutb92h6zweDLPcZWcx6l8Us5SEMFgjvlQv4OJKsP4pBMR0VkyKrg/cneuhLxiNGZpsiKeiDurCCFgXnjMs+Uy7qJ2UmeNAgeuBKh6mbPCY577WxnuqpRcxOFhkcGIX4q1tb5E+sAEMYOqik4rukQEiRMUhe/lokDeEGQbBawxCIVfeg/34ayBFn45kzuAc/64h7xbP3NT4B3X4MX/qT52Ac3VB1Wg2wenN32/9ccSVKv2qnV7VUtAu5J11yFA3hSQ7zJAcZN57qFSYHwGadmqbPw6sb314++r4EA0OjAG2kREtJeRM8gKj6fz4tSHchIja5AV+eLfRQSpNUitgQ8B89xjlhVLmWWjMat5jAnCriyhXRdwjxJF4Q0K71HUgv+Yeb2V6O6VgcB0DK4b78cokj1LyYvCY/UTHPdzl0PjRPbOnFdDxVQEhS5PPu6/87mbW6XiO6rvlcdKXvkmCI/lASHEwFTLqQX1VyBg87UHXfrnOPDMGRPL8CX2mKdWN2ap22obINenkjf+2QHKpadZAafaS0n6oahK+XvotAPQVp3zBHc6Dwy0iYhob9dlqfJdLMVLrEJmzUFB1Tc9cga5jwPU8iIg9x7OCIr8eK9XFXDnPpTv1U1IOnIKHwzyp2HpPTQqvWZ9BFXwKnsH16uqUvI8D8g7Bq0+hMbhavXVYaoC8bLTpOJ6gF0/3lD4m2M90Y9OHPImew96a/VYiyC8fE0BJFuysVVwDtyE7fXPjS13e4tI3AhQ+7Nqf/k+rErrHnK74TOdHDAQfjLPcG/kBrsJYlRuaBjCALS6fCDtGnS5hvWJJyKisyQieG6S4A/uYL+2qiB1imm2/qStCs7GzgCuDOycxR8+nSEvgCIc74TPqsAmBoVXzHOPzHsYozBqMHHAtMiR5zEzvO/08Sqwjmux+h0q1vh4InBOoL59druaML7KlVUHdVal0/5dW/Zfr3vOxsaLLQGnGTxnIFCzfzC68+O3CGAXwfkKRbwQUr1HTWXg8edu32x2+wsQbsNtD7mD3Afg6azA9Wh4p/XxYqMOZgBaXQiA92Ewpex0eYb3E0lERGfpLvdrTxKLaTZf++erJYoqgtQJ7qUOmffwQeF9HHBU+OME3kYF48QgDbGsPPiArChgg8K4mNnOC3QqcT92YL1Old32PmaqNx19UTT0ZQua9yOrIN+S1Vaphrltf+4isdR4XvijJrQVgKruvWpqH7vuzhbEiyCrr29TyXbhgR3W3S/dZ9tj1A1l40Zk0YJwKJn3mObFIns8FKlTWKODnZCe+4CEgTYdyDA/9UREdJZGzmBeeDy7Y/3aRgWp1bWrzvyaknpnBdk8BqRq4tAtAIvAu/Ah7t/25TCpA5QLaK2n3KjiDx7PkfkCTgRGA4IHnhW3309FNWAqBpc4YWDdRKpybV1fTl4UHqvV+3EF04bMZENWu7q4sEs/sDEKPdJQppuJ7qd/nzaVWa/9HgiMvf0aV6//qn1/XFLXIZu9oTT8WP3Tz+axX/uUF1DqYjm/wb3RcHd+9zXgkKgJA20iIurVvdQiu4P92uPErA201+60NoqmEVs3gffyyakvpzj7EFD4GIBXK5X6CMInqcEsM5gVEu+/CLAjA81ith0BgPY7KfrQ1pWTr+/L3vzcYokygFAG19I+67mONYAWhy0fP3WZeF3XbPZqmfitP18TtO/ST19JbftJ4wLZWDaeHLFk+vFsOP3aqVXcG9nBlYzXcSAaHRIDbSIi6pWI4MHY4Q+fzIewsehonFEkVjBvGHC2LmuiEqfx1teAbaIigMSgqWmG1GKqM+L/hPrXq5lbYTGLanF/wM2Q6NTq0nsXQsDTmeDpvMAsj8HqOb6v9XLyeeE39GVvDgqs6qKcvreLDeXe6nCAEnIFoGZ9kHoKpmXlw7oy8Vv3t+Yt2/WTqlsC51XJhgsYpocLMV34ADydF4Mo1X4wdhgPZGf2OvtcjCHaZtiffiIiOkvWKB5MHD729G71a4+dxTy//Zw3nct1CbS3WRoctXRu3/5Ef+wMxtbiaZ4v7nOUWAQIRmXv9nTmMffFsdZs96YqJzc+wIgsTbS22tyXreWas3pZeAgBs7zfoDg+jiDv6cR/SGXidQJAt5RS1yfTb8vMVs+zSbVKrOvzT1372wsEdlM2+4BD0NbJCo9Z7pF2uFjQt3Fi8WDsTvb4bZ3ZrzA6Mwy0iYjoIFJr8GCMOzUcLbFxV+xqD++mrIkzAoGcfI9yRURwf2wwfVSgCiWNxgC1KOLxuklcBzab+3KYW1nKPoynsFG1L9tYhYaY4Q7hpsd3EVhvyESKSDkYracnXN6NMYqQ+732dStujn1IAXZFN6zcUlSrxtof+7bd313njluVxgsuG2+/7vmUFSun8CzLYY07SSWDAPjj95OzmObNhDYdEgNtIiI6mJEzKHzA41l+6kM5mnFikD1bfr6bTuZEBIkVzI64U3sbZw3GicGT+c3zSIwuDUVTEYzTcmp5HneDhxCDbV/+vfr3oQjhZk941SecGMXICUKQ2P/e8r5sn4F2jTGC0HI1Wd3QA+yKachmK3bfrd734K+uWeBkw8C0dMtFgEMKAXh2opVfD8YOY3ceIQZLx+mQzuOngIiIztZVauFDwNM7Mok8tQZWi6UgbNupXGrXD1I7lfsji2dZsRiyVk3VXp2gXq0qc0GQ5TGzvZqdr4a4VYF3QDXU7fDPoxpeJogD3pzR+O8iUFkeehXKzHybHdzVaq4+gu366yUSh5aFlr3w5xJgA+VAttox7hNgAzer1Dbpsko7NQrpELg7Wd/7vm1A2jFk3iMr/FGz6okVvOpeerTH2xfjbDokBtpERHRw90YO3gPT/G4E2+PE4NH0Jhu8LWtiysxqX73afbBGcZUYPKpVIyRWMJ2vH+yWutj3nBUBRREWpec3Q9eWg5JFj3R9cFv5LzfD2Kqvx/+tdaGjNssNKIPpxaOU5d+VWN4uqNYZC2Kpfz3AExFYI7AGyAu/NeC2KuWFhX4ZUUD8xn5tRQxQh7LKqQ1T9isr4mts9twt3W5tVrtIO0427/ZabspmJ1um1x/L03mO+yN3lGNREbziKt24Hm9oGGfTITHQJiKio7g/tvBPw6CCyUMZOYNpVix6tduczKVuWIE2AFyPLJ7Mb7LaVhWqHn7DYVal8MHEzHBeAH5NuLoY3rbj4LYusuwmIBbE13vToC1rFNYARfDwRZwcv/osqqx205qwfTX1awvK1WpmfV/wUFkVpEZ32jXeRCV+Hrdp+86krv06LwCwWL+vurqIMwQ+AM9yj0nTmoIeicTf8fdGwx+AVsfScTqkYfwWICKiiycieG7iBr1TtU/19TptzuWsKtyeGb6+WdWYDat9re37JxJLZ8epYpwYOKPQAwXR2+TFTcAag6D2wZ4RhbOKUWKQWoGtT3ZHDMj3fdfWfTysVRgIDOLjOqMb90kPjQCwEDgruE5tfK16OnbbNpPf4mcvMdppABoAJMnmvdlD2GNdmefFQfdFC4B7qcP9sTurCgvgOO0rdHcN67/oRER00UQEz53hydgurFGMnXbKmIw2lKKeyiQ1GNUGGzmj6Pr2qQgSqxinBqPExMz4kYLuEGJmveKs7FyybFSROMXIKZJaVnnvi0cNHxGFwKlgMrJIrYEx3TKup2TKY0+swjrF2Jhej72aTt7Gtp8+FdlYAt7Eiq4N9IeUza5Ug9EO5WpkMUoMxgfOmh/CULY90GVi6TgRER2VquD5SYKPPZ0fZGrzkFylsfS6LWv0YNOsd2VEcJ0a5EVc5QUAzipm2W5l7kYEpuzl9gHI8hCHpR3ohLfqsxbEILtNufE29V7uaoBa8EAWdtutXX1PFUDKSnm1WCDkQL+bu/tTlbSr4tZgM0XzfvJ92C7TvDdN/Acw7hhkCwTphmx2bK8Y3gWRQw1Gu07jhaDr1J7NhaAlw/yRogsxrEtuRER0J5gy2L70MnIRwXXSLcuT2uFlhVIbB6NVwZ9Vwb7n1NUu6lGiGCeKkasy3f19Jny5zqsqF+8jyF4Vg27F9dhgZGOmO9FY7r3tJRLE7G9Vnp64mLleLTuOZfgymJO26ridCpyJmWvntDHr3vdgLEG3lV6b4qiR6zZlHMBSJUOTdIBVKZWn87zXnuRJYpA6g9Tq4LL4REPAjDYREZ1EzGw7vPwsG9xqqz4lzsAZWQxG23p7q5jmcZr1UIgIxolF5gOeznNA4pT0vt43EYGRmwAqBIEPZTbarx+mtk2Wxddw2+CzPkhZHj8v32djqnVmcYR64WOZqkBg4k4uaPl9kIBtHw8RgbWKPN/11dhdPWNdTXNvk7000v9U9E7ZbKyfj7BLX7ZCNgaUTtcPSBsCH4Bp7nsp8U6dYpxYiMTKnbM13LeLLsAZ/2QQEdG5iwPSErz8LMM0u9zVX5PE4uVnWevbj6zBk3m+/YZHZI0gtQaFD5jmBZxVZH7zBPJdbQu8A7aXmhfBIyAcJciuWKPIfbEYsGREYEVhDGI5OAAPIJQrwbyPwbiItJqYp2WwneWHKSKXxV9xx3j1hbaB9ep9uVbrt7rdZ+shaBtoWSHQ1cit7zUXxOqMoZvlBVK7389EYhXXaZwuPknMoC8ubLO97oRodwy0iYjo5B6UA9KezIYVXPZBEAOwkVNMW/Y1J1YxzeSgk4J3MUoURTDIfUDuPVJr8KxDD/quVgNvAGVfN+B9GXyXAXgVgnrffWXTTsdW/p8KIBovSMxzH2PUhsc2AFAFoGViUXNgXpSXDnzsXY+J8Jv1cIs+7lpmu+unQ2p/F8Tyf9kjmN7Eaf97pE3HbDaAWy0OVV921/uxohv3do86TLI/pRCA2R5ZbWdksVHBqJzlALS6M3jL6Iwx0CYiokG4Ti1UgEfTywq2qxP6SWIxy+etVn0BwDgxeDywCw9GBIkRFE7xdBaAMrDMW5bF96kKaoyRRcAKVHtxBXmZaq9e71BGqwG1v9dC1fhdFVn8bxWIovznau+3asyFNQdXgrzTTnS5meRuBE2hS9VbWx2xN4pp4Zv3Ey2Odzlfd6xhVYcYgKaIwXtXq9+R7tCXvW0AmhFBckYB5zwvMLLdLzYkVnCdusX33Rud6QC0mnO4OELni4E2ERENxiSxUBE8fJZdzDBYrQU9V6nF45YXEpxROKPIOgVsh5daRVYEjJM4XCm1isIXrS8gHJrVGPCc8vw5MQLvJfZnt9DmWKuAprqpGsFEBdkJerY3idPd+y+htnbHDHntWxKjOw1n2zYAbYhr+TbxIVZQpB3K5xOnuFeWiwOxZPwShlkyzKZDOv+fECIiuigjZ/DcJLmYkr56cJBa0+mkfOLM4E4ERWK5aFU2KuVgtCFIVJEmgiKcNvQUkaNMn469xn3Oad+f0/5LqI1i54nx1ZHYcgd6V20GoPU9Wf0Ypln7CeTjxCwF2YnR8x6AVnMp/52hYTq/3wxERHTxEqt41VU6mABuX/VzuUliWw90UhWMBliSao0sAoyxMzHYO+FbJZC4WivRxaTxU1MRpC0zu/uc62s57VwHcEnGQHovGQewX+ZUYml36nZ7fS5hAFoTH4CsxWaDq9RgktwE1SrA9egygmzgeO0UdDed528HIiK6eKqC56+Sy8ic1M7lRATXI9c6LEqtbixbPZVREicXO6NIrTnZ/m+FYJIorFWEcm/2UFizeYBWX+Jqsbi7+1QU2GmS9zbW7JchtxKD4V0CqkQvYwDaOtMNgwwFMaAeueXfv/dG7qynjK8647ePzgADbSIiGrTr1OL5SXLWJ7Srx25UcNUyKxR3WA8vq62140ptzGwfI6isS1QxTm+GW2X59rVfx5aY46wXk3JllT1RsG1N/xPedx2Atvh+EaQbMtKbGOjG8v9zG4DWpAihcQZEFWSvXjwbJ2ZjGf05Ot//qtA5uKyfFiIiukiJVbzyKmldijs0TSdzqTWt+3irwWhDY1UwKk/GR87gOrFHyRAJBGMXS8WrICqEcJLp59u06tfu6TUTETinsEe+KJWoHCTLufMANMRKh5HTnY5LIBilmy8cnNsAtHVWs9oiwP2xQ7ISZNfXel0Slo7TIV3GbwkiIrp4qoLnJslZnuytO5e76tCvPcTBaEBcl2Qlnk6ME4OrA2ffDRSTRG/1Auf5zQ7toan6qDf9eZ+cVSQqR/m8GPS/ygvYdwBaXMcli31s3Yzc5naN1J7nALQmee0ClVXBg3Fy67mpxJLxSzTEthy6HJfxW4KIiO6MqzMsJV93qNXKrzbPRDWWwQ7ROI3l0SKCeyN3sGxfYhTjUfMe5GyA2ew6Z3TtRZVDfJKN0XJI2uHEvuzDPMKuFRwCIE1uyvW7vraJbq4esaKDHFC4j1lRIHWK++Pm/uvrkb2ovuy6S31eNAwMtImI6OwkVvGq6wSTAfYuN9lUnmiNtu7XHtn1wdop1fu1RQQPxq7XUneFYJysX8/k/XCz2XWJbe7XFjlM9rnKpB+qb/sQfdlALFPe5UKaIO57NrUgu8vxbevLlvJzeElEynVdiW18rSbJ6QYdHsMQf5/S5bis3xZERHRnVNnTV14lg18Dtq1ntu1+bRGJJ8QDLCK3erPOyqji+av9pxML4n1ORgZmQxnxEHuzm4jEvuHmYPtwj+lc/6Xkh+rLNrpbNjtmss1SuXmXZ9ymL3uSKPSCAjOn8XeoM4p5w1C0sTOXsfVhDRFc1PtJwzPsMxMiIqItrFE8f5XgwdgNtpy8zcncVerWZmxX72uomfyRM4t+bauK5yduY4C8iVPFJNVWpcnnEmgDN8PRVj+qh/7s9llKnuhh9mUrsNNFs7jP2tzqt+3ykm5bo5eay+nLBuLzvUrt4jnP8+WhaInVi9qX3YT92XRol/Mbg4iI7rSRM4ty8qGdPrUtT7yXOiQtdhEnVgc7gb3q1waAxBo8GNtOGcqqTDxtufu4OJOy8ToVuVWOe4zE2qKUfM+91IcIsgHAue6l6LFtoblKoO3Fi0R147A602Zy/JkQiSsTJyul4vM8wJc76J0R3L/wIBvYfdgeUVv8hBER0cWoyslfMbBy8i4lttepg2uxj3rszCAH+agIJqlZBDmpVUxa7N9tWya+KsvPK8iuGJXloVpHeivjvu3dSskN5IDDz6RzhlHLUvx1wXmbXwFWFKMNFSKCWEFyCWug6qXiTeZFAauC+2N3Ec93G9Pi9yzRPoZzFkJERNSTejn5EIJRkfbDnUQE1+n2477p1x4eIzfBSexLNkjXZOEF3crE60IIKPx5BtpADLarTOmx2x6qUvK2nyADwLWottjpWHboy44XKjZnwLcFixa6dbjZ2J1/X7ZIXCV4PXIbL2bkRcD9Abfg9I2D0OjQGGgTEdHFiuXkKR6M3clPqrrEEVpmnrad8BoVTJJhlngavQm2q+ytsxqDI5QTolUxSU3rMvFVhQ8IZ1Y2vsqWZcun+HRqNShtS+92tcbrEFlOQfe+bKvxos2249lUGGGgW4efpab7xZ+hSazi/shtrSiJJfgWIZz3z1MXQ7gIS5dtmP91JiIi6tHIGYycwSwv8GRWIGuYsHtoRqXTrmejgnsji4fTDJvOfROryIrmqcGnZlUwdoqn8wLOKEIAZhCMjCILYe/ALct7OtATW7w2mccp3kUjArUK7wMyv3zpQhE/Y4cqJU6sdLpva9rNJ9i02kvLCeObLmQ53VxSPnROY+DcJpiMLTfxtrPcX9TQt01OffGVLh8DbSIiujNSG3fCznOPp/Mcs/x4Yc0uJ3XWKO6lDo+m2ca87SQxKKYBxQCzUc4oxg6Y5R4PRhZFCJgXseR7Oi9Q7JiRDiHAD/D57iqxCmcUsxNdMBERGCMQDSjygBwhlvUfMMi2Rlr341c7stsOsFrXga4QjNPbE8qXjku2l5QPlQgwSWzrKoEqyK6C61nucZUe8giHQaTbjnWiXTDQJiKiOyexisQmyAqPp7MC05XVNoewa5+ns4p7I4dHs/WZ7djXbfFolg8u+DQieP4qQV74xYWNMC8AeExSg1nmMffdg8tLKBtfNUoM/Dx0qnzom4pAncCEEMvJDxVkq7QOBrWc+t2ld7gpiBIIxg1rwOqMCCZbSsqHKrGKsTOtXyddCbKB+HOVF5ef1R7SsEy6XAy0iYjoznJG8WCiuPYWT+c5ppk/WKC6zyoZZxX3xeHRdH0grVoG29P85AGoiMCVvcfVBPXEKAIKzPMCY6cIISD3Mbg0hWCadcttF4e/NnJ01VAwEY/5CaepK+L7IqgCr9BrSXt8nu2CQWsUielWXl49Rt0iyN5wwcuUE/PPLch2RjB27crEK6acA9H0PXkRYM+3ar6VbT3rRH1goE1ERHdeddJ5bwTMc49pXsTAr8dYx6hABDvfpzWK++NYRr5u0rZRwXVq8HiWnyTUdhqHRznTPGX9KjFAiGuEJonBk3mBwgc4ozAieJYVrcvfz3na+DrVa2ZVITYctbWhYhBLtKtgM5Z3x7aEPN8/4FaJF122BbMCQeJk5wtU9UBbECeUb2rf0HJS/jlN3I5tGd3X/FmjuDeya5/rvPAY4bIj7a5T7ol2wUCbiIioJpaVK+6lFrPcY5Z5zPJdO4lX7tvoXsGTUcH9kcPjWba2vNgaxSSxeDI/zqQwq7G32Nl2e5CvUgOZA7O8DLZnOXyIGflJEvvnt/UphxDgL6xsHLhZA+dDiKu/rGKeH++ZGmkefCYisCKwCZB7v3PArYJ208K37Mdu9Vhl8FllsjcF2fE257HGq+qbH7nNJfDruDLI3vTanrJ14RhEGGjTcTDQJiIialDtfx45A+9j0D3Nir2mezsjmO0Z/1arvx5N1wfbiVUEGDydH6a+WkUWFyR2OdmPa7+AaVbgqrwo4EN8zdMyQ/dsQyn5JWazK0YFvnxfqz3bs9z3Wl2x7nHbTPO2qrBJWVKee7T9hAnaTS/ftVS8ziB+v7YoFxcAk6T9kLVTqV6/dMcAG4jDIK9alMb7cNl92uzPpmNhoE1ERLSFajxhHycG3gfMC4954ZHlHnmHoC9mUfYPfuOkYIfHsxzzNRny1BqEADzL9n88lVjCa43EUuIeymuroU1P53nMwNfK3a1RXEns284bIsxL7M+uGAXqb5nKTWb7UNcXnJHOGT6jApMY+BCQ5Zsn3guwdZiZlqXibaeQb6IqraaLC+LncMgBpUi1LaHbMLhVI2dwlbY/7b/kPm32Z9Ox8JPW4B3veAde+9rXYjQa4XWvex1+5md+5tSHREREA6EaM933Rw6vvE7xx65TPBi7reWpQAwg+2oBrYLtkVv/n/KRM62ylKtUBIkxmCQW98cOD8YOV2m8rz6C7EpqFdepi4F1alF/+VQFk9Ri4sytk5VLzmg3BVNVsN1yflgnyQ5Bdl01EXzk4oWY1XuKmdjmnv3qz51VjBLtJcgGgMTFoWbbguxJYuAGGnQ5FVylFg9GrtMk8SaTxHYKsgHsVbkzdCwbp2NhRnvFD//wD+Mtb3kL3vGOd+Av/aW/hH/1r/4VvviLvxi//uu/jj/1p/7UqQ+PiIgGRlUw0lhiDmAp450XAblfLvvdt0971VXqYDTHk1lzmneSWISQrz1xFokZahXpNWPdljNxWvqTWY6r1OLpbHkgmjWKK5VF7/al9mdX6n3aq19PnUFW+F56aGOAu/uwsVXx4owApio9DvA+wNr1WWqjujEI34WB4nrkNt6nIK7wGlq5uBVB4uLMgz5eExXB9cjuFFheap82+7PpmCSEgS3cPLHP/MzPxKd/+qfj+7//+xdf+5RP+RR8xVd8Bd7+9rdv/f6HDx/iwYMHePnll3H//v1DHioREZ2JuMoqoPABj6YZPvY0Tg4vQuit9zbLPR6v2aMdQpxgnfs4ZEtFFlPQjxlUb1L4gMezHIX3eDovGkvyvQ94PM/weHrBteOIk++zDRnFwoe9hqQp4mTxQ0/YToxCFchywIeb41UI3B4TxdexorhKFVcjt/Y21XTxrpO6D2Ux78Bor8fkjOJ6w2TxNp6fuEGX1e8itYrnJsmpD4MOaEixGDPaNfP5HO973/vw9//+31/6+hd8wRfgPe95T+P3zGYzzGazxb8/fPjwoMdIRETnR0TKPljAqiz12voQA3BfBt0hAAHlPyMGyav/LBKzcpA4ybmarHx/bPF4niPLA0TiSXz8Kx7D03mOZwcakLYvozH79mSaY5LE3vLVrJqqIFGDsQuY5eFgO89PbbVP+/afx6nc89yja+LRavwsHnpX9MjdlIKbBAghZuklAKL9P75TRbql/Lzak33qFV5VVjU1BvYA/QCTxGKc7N9gfYl92uzPpmNioF3z+7//+yiKAq9+9auXvv7qV78aH/nIRxq/5+1vfzv+8T/+x8c4PCIiugBVn3YVI6oItMeT7euRw7N5LCVfjcEmScxwPdl39PmBGBHcG1k8nXuICJ7Nb095L3yAMYqxBmRFQHbE9VfH0iYQ7FpK3nep+KbHGTXso7Ya+7hFJZb/eyD3Ab4I2Gd5niBmKW0ZQK0LXK0oJul+K8N2JVKtwYuv/6Gy6aqxDaOv0uhL3KfNieN0TPy0NVj9JRxCWPuL+du+7dvw8ssvL/760Ic+dIxDJCKiM5aaw568jhOLBxPXeEI/cgbXW/bonpKI4CqNg9gmqV0a5hbCTVAmZcntJDVwRjHMZ7MbEdk6WK/ijJa7qdffxiBO/T50kK0AxitBthHB2CnGqYFUu61FYEwcojYexZVTYxffR9PhnazWd9naZ6TpM+/0uEF2lbGeJHFo4nPjBNepRWoPV7KeWMWDseu1//jShg4alYsrhadhY0a75lWvehWMMbey1x/96EdvZbkraZoiTdNjHB4REV2IxCqm+WFLuJ1RPD9xeDTNbw1fS20Mhh5Ncwx1VEtqb6ZYqxR4lhVo6lqOmV1BYqXMcAeEC8hxWyOtV8cZFYxEMS88Vlu7j1UqrhCMkptg1mq8EKItAssYeAPGCOCwnPH2ZcvEyrvqVJG45edlcft5JkZ7KaNef+xxiBlU4PSwGevmx48959Uwxj5dWqA9PsBrRLQJA+2aJEnwute9Di+99BL+xt/4G4uvv/TSS/jrf/2vn/DIiIjokuyycmsXIoL7Y4fpvMDj2p5qIAbi90cWj6bNA9SGoColN0ahAjyari95jxlugTNx4nWWn/d0cqMK6fAMRASpNchrpeTJhonffTLlii8p960nVloF2OssBd41vhxWkKiBKmIQjpsqB2tvbi+IfeJJD03GgvgcReMQQaPVpP7bVZDHZI3iKjncHvCAOIBwn/dySA5xMYJoEwbaK9761rfijW98Iz7jMz4Dn/VZn4V//a//NT74wQ/izW9+86kPjYiILoRq3Ivc55qvTUblvuDHswzzfHl11v2xw8NpBj/Q7JWI4CoxcEaQFwHTvHkief32zgpsFXAX5zs0zagi990+I9ZUK7PQOiO+jypzndr4HskBgzInBqPR7V3uceUbcD+1AOI0/avUwoggIMCHKiseg0cEoJwlCBWBoBwwWN6vxHspv9auZ/6YVGLJ/DECx9wHJBcQaLuep7oTtcFAe8Ub3vAG/MEf/AHe9ra34cMf/jBefPFF/NiP/Rg+4RM+4dSHRkREF2TkzNECbSCWFz8YJ5jlBZ7MikVZqFHB/ZHD41mOfMNKqVNLjOLeyCH3AU+zArMtpfdVwO0skBce8zOcUm4N0OUjohCkyc3aLlvudD/URZTEKq4SC2cPX5qeGkVim/usRQRp2X+bWIOJO83Qs2MYOXOrD/6QhnoBriuWjdMpcI92z4a0u42IiIYrhID/79HsJMXNIQQ8nRd4Nl+e9zzk9V8A8HiaY14UmOV+cfxdysO9j/vM8zPKcj+b5Y296XWCGPSuKyGOk8l9LzvbBYAxinuJQXLA3ueKgSBNzNbhcFeJwYNJcrFTpQ9dJr7O2CmuN+wlPwcC4FXX6cWUwNNmQ4rFmNEmIiI6gWo903TTwuQDPvZVajFyZqmcfJLE1UCPB9q3XZRbQEblhGqnisfzvHV5ddzDLUhsHPSUF/GvIQ9PM0bhN1QaGFWkWzLKziisCuZF2LlqwajCGiDRcoL4gTOqAkFiZG0We+nYRPCKq/QiS4OPWSbepBjg74Gu2g7lI+obA20iIqITGTk9SaBdaSond0bxYOLweJojG1ApeQjLWWijgntji5FTPJzmeJblncLlaqhVYgO8D8gKoPDDG59mjaDpI7JaJr5NHJYmZcDdrpxcRWBN/B4RQWIUiTt8RtWKIk1u92I3SYzi/theZJB97DLxJgP6FbAzDkGjU2GgTUREdCJxzdbps8epNUiM4tm8wNOsgCJOK382L/B0vn7S9zGtiwudVbziyuHpXPHwWYa842tZ7XQ2BghBYqbbA74YxtRyFYGKLD4jimrY224Br1HBWA0KH5AVfmmFkyBm/VVjcF0FeIq4h9scuGzZIFZ5WLM9sBTE/dyuHMR2KeIFEcXIHW7ndhfn3qMtcrwtD0SrGGgTERGd0Mgpng6gL1pEMEktxonBs3mBZ5nHOIlBz+NZfvIT7k0lrPVS+IdPczzJsp1CZKkyuAaLfc55EVCE0wbe1gjyHHA2ZuH7KNs2KrBq4gqnciK34va6KiPL+7EPoUuZOBAHo1XrxERiafy5iy0RMcAe0pTzgNhmMYSgfxepPXybA9E6DLSJiIhOaOTMIALtyk3AHTDLPJ5mBYwKnsxyzI84JX1VmzZso4Lnrx0mmeLlab51Mvk2i8nlwHLg7WOm7xiBt0JwnVrMzf695FXGuiqbr++B9uWE8ry4eYzUKNyBS8W7lImbsl+5HvSd+/AzLWcOpK59G8Cx5d7D6HlWDUyOMLCPaB0G2kRERCdU7XctBlaiKSIYJQajJA5sS0zMvD+Znya73SXITJ3BH7OKZ1mOR88KzDvuol5nKfBG2Tfu457m+FdAKP++LwNB4mRRrh28x7zl617tgNYymNZyF3R9V/QqVcFIDbwNCEWAlCXkh2Il9ntvmyYOLJeJrzrXsnFVwdgZpC2z+Kd0rvPQUqsXUe1A54uBNhER0YlNEoNH02H0QjcZuTj1eJIWmMzi8LFp5nHMDaFdH0pEMEkcJonDk2mOh9Pu/dttHsMYwWqoF2oBdxWEV1+LN0B52eD25QMjsYTarPQpOyfIZ+XXqr9JDEJVschO64ZgehsFMC4nz/sQe7izvN/MvRNF0jKDDSyXid+6rzIzf06sUYycIjHDD7AXzjTQniQMc+i0+AkkIiI6sbEzeDzLB585Sq1Bag2uUocn8xx/9GR+tHLyfV6aq5HFODV4Ms3xaJqjOHDkUPUOK7YHUqFcWWYlDjjTRRAt5d9jXC0iSE1/2flVqdGlHmkVKd9vIC8Hp+26Ck0gcCpwrn2A3VQmvio5k2nSRuNrmVg9uwsDQLdqkqFw5eeZ6JQYaBMREZ2YiOAqsXg8G25Wuy6xisQmeG7s8HCa4Y+ezDHLDtyxvOedqwjujR0mqcWTWYYnM488nK7nXBB3Uyem/QTxxCrm836P2Zb73DcFgLYanGZDGXSHVqvQqiFnzrbvPzbl1O2mMvHV4x5yf7ZqfB6J0Z0nxA/F0C8ANrlKz+MiDF02BtpEREQDMEkMnsyHn9WuE4l7uO+P4t7th88yTPMCWdH/k+irTN2o4P44wVUa8HSe48m0QB6ON0/cSgw87Q7Tw1UFThRZDxcI4sou06mHVUTgjMAZwAdFXgTk3iNf6R1XxCDYWmkdYFtRpK79RYd0gEOupCz7v7Te4FOvH+zKlhUERKfGQJuIiGgAYk+xxZMzyWrXSZktHqcGT2cFns4LzPMC8/x2ELarvk/1jQrujRyuEotpVuDZvMA8D8jRf5bbQmBtVRq+X+lw4hTZHlltQZzU3XaV1joqgsQKEsR+bu/LEndFp+foVJE4gdX2gakOKJttjcKZePzO9LN6bWjOK8wGrlKGNzQM/CQSERENxMQZPJ3lZ3diW7GquD9WTNK4i3uWx77evPCYe488D4PLjqnGdWajxGCee0yzAlnuY3n0ju+EQZzYbU21Rqu/4MuowIp2LntXxADb9Tjluuotj73HN33lhQ8ofMx2F+VU9lVO45CzXXqWRwdeObZJPbC2pt/3dqiG9RO7mdG4Lo1oCBhoExERDYRqXKn1bEB7tXdhVXFvpJj4gGdZgWlWIA0GSGMQtkvgfegAfbHP2Crmuce8iMF2Xv59U3H5IQPrJokT5PN2t1UAiTW9ZlutaFxztuY+qz3dCWJAXAXehfdQETijO68OEznu7mxrYpm/M3cnsL7ljCLtK04apwHhp5GIiGhArhJ79oF2xajgOrWYlBcPplkBqMCoQYrbgXfwcdjWKZPeUg4HS52Jx1VUE7f9ImCsbneswHqVVYXF5jJ3g9gL3sfkZRWBqZ6vkdaTwysjZ2I2vQzMQwgoynLzYrGLPKDw2ydcj6zpvTxbNT6n6gJB9Z6e44TwQxhaFco68WLZMFoKiAAG2kRERINSlT5Os8sItoF4AnxVBdxlP3RVTmzqgXfJlwGtD7H82IcALQO0Y5zyC+L0a5dYXGvcTe09kJWl0DFQBPLCIy8Aj3DUneIAkCTNWe1qavc+k673DayBOJCqKlVfvRBRlZyj4RB9GXgX5Q7ypf3jEvtvq2A9lPvI66+9lvvQqpVo8e9xArrIzT+b8n01Owylo2G6N7J8L2lQGGgTERENzFVyWYF2pRr4NnYGs9xjlntkhb+VwVaVRWlxFYDP83ijKgNafUs94PJVIF79T4iriUQQI68yAlOsBGHV7mgIRLE2sBzDwIeArCwtz1UAh5ME3lYViQbMvYcg9jy7Hfc09xFYA+XFiXKl1a7ZYBWBGmk8QR0nBpM1pcHVPnLq3zkktJ1R9mbT4DDQJiIiGhhrFOML6NVeR8p+6JGLgess85htWQsmEk/4jcRg8FS0Vlpe+BAD7sJDfYBVswi8PYDgy/7kskw6oL9hcIKY3XW5h9YGkW1iJGZvTTkZXDVmeXcNrIGYEY5BfrfJ4V2pCMYbAikG2YdzDi/t/RFDGhoefiqJiIgG6LpcO3UO2aR9qAjGicE4iYHrLC8wzfyiF7oiGN5MJqOCsRrAGYQQ+8vzsue88AHBAHblokAoS6JjT3JVHo0qAY96l/JqWTQQB5ElNmafVRVZ+XqVKfuyNDr+veo1Fr3J4vfxnJ3GjPUxh4NN0v57s6mdob/sk8Ts1SpBdCgMtImIiAZIVXAvdXg4zU59KEdjNJaWT5JYhj3NPWZZ7OeWKqU9UCJxCrczWB94l7czUg4ra1HpGkIoV0lVu69Xg2aHR9Mcue9//zdQrhPT066zckaQWpYFn4pguJG2CHDNvdk0UPxkEhERDdS4HB6WFYcJoobMGsW1UVynFrmP5dnTzCPzHr5pMfPANAXe9TLy+rTt1Wdjy4yxM7oo895kkhg8nO73GTEiZTl5+c96monqTdb1ZdORnP4jsNb9kWOlAw0Wf3MREREN2L2RxR8+abk0+UJZjT3rVXlo4auVW+GsAm+7ZsiXSuyVrv4ewvJgt2193UZjxneWN/f0LyZuA4vHqa+wUhluj/PI7TdBnfY31FefA9Bo6BhoExERDZi78MFobcVAMAac1UowuPhni8Db11ZDDTT4ru9q7lKOXa02q2LuKviOE9cDrkcWD59m8AhQLK+4OldaTqmn0xrqZ4gD0Gjo+AklIiIauLsyGG2TTaf6i8C7pl6qXfjb5dqHpBpXZBldzhzvuvIKuFlHVr0QpuEVuTcGnszynR9jaDgAbRiG+A5wABqdAwbaREREA3cXB6Ot6hpvbSrV9uXu7dWscAgr/wwsRp3HfdvlP1el2LJaln3aMuyRM5iXu8nPHQegDcfQrnUYFQ5Ao7PATykREdEZuMuD0YB+g1ctI+OmrPC5ux5ZvPw0O3jW/tBYMj4cQ6oqEAAPxhyARueBNRdERERn4t7IXmBo2M5dfd5dqQiuz7x3dcyyYFrjemTh+NmgM8FPKhER0ZlwRs8+iNrVENZMnYtqgN45coYD0IZmKD97qVV+NuisMNAmIiI6I5PEYnQHe1eVZyydTBJ7dllhEeAqdac+DFph9xji1xcVwf0RPxt0Xs7rNzARERHh3sgOJst0LPtM7L6rrtPz+pxcpZbv88AI4jDGU3swdoM4DqIuGGgTERGdGVXBcxN3p/qWzRkFjENhVHB1JtOZR045ZXyAhnDh4zq1SCxDFjo//NQSERGdobvWry2y3x7quyqxw+/XZl/2cJ36Zy4xejYXi4hWMdAmIiI6U5PEIr1DmZ5Tn/Sfq7Eb7hTvqi+b65qG6ZQ/cyKxZJzoXA3zty4RERG1cn/kzqoPdx8MtHcjIrFfe4CvH/uyh+1U740AeG6cDPIzS9QWA20iIqIzpip3JuvDPu3dGZXBXZRJ2Zc9eKcKtB9MHPuy6ezxE0xERHTmEqt3YvUNM5/7MSq4HtlBlGk7I7hiX/bgneLi1oOx4wUYuggMtImIiC7AODEXPzSIgfb+nFHcO/EQPauCeyP2ZQ+dyPFXe12nFiPHIJsuAwNtIiKiC3Gd2sFPmN6HUQFjs/2dcmK9YZB9NuyRg+zJHbhYSHcLA20iIqILcn/kMLrgsstjn/xfqtSao6/UEsFgh7LRbcesIBk5g3t3oP2F7hYG2kRERBfm/tgiGeg6p30NdU3VORon5mgVEIJ4EYjv3/lwR3qvEqO4f+J2BqJD4G87IiKiCyMieG7iLjL7e6kXEE4l7mI/bLAtAK5HlkH2mTnGz5oziucmbCWgy8TfeERERBdIRPD8JBnUOqc+OHNZz2cIrlJz0GD7amSRXHA7wyUyKgcv8XdG8dyYQTZdLgbaREREF0pV8PzEXdQAMRFhsN0zkbj26xBl5IcO4ukwDv0zllrF8xPHfn26aAy0iYiILpg1enGZbZYgH8Yksb0OSJskBiPH3ttzdMj+7JEzeMBMNt0B/C8VERHRhXNG8Yqr5GL2ULNP+3D62sceM+QMss/VoX7GJgmDbLo7+F8qIiKiO8Co4BWT5CIGpLF0/LCqVUu7BEMC4N7o8APW6HAO1Z99nVqu8KI7hYE2ERHRHaEqeMVVcvYZYfZpH15iFfdGtlPLgQhwb+Q4+OzMHeJn68HY9VIpQXROzvu/tERERNRJtfprdObBEPu0D88Zxf1xu4FVKoL7Iwdn+b6cuz77swWIv2/cef++IdoFfxsSERHdMSKCBxOHyQGmTB/LuWflz4XRGEBvurBhVHB/vPk2dD76+tlSETx/lbCNgO4s/kYkIiK6o+6NHK7PtJzTGcEFtJufhRhs28aspDMxEL+UQXt3nTP99GenVvHKq+Sg08uJho6ffiIiojvsKrVxCvCpD6QjEUHCMuWjERFclcOsqr7t2MfNXciXpI+WkuvU4rlJws8F3XnneRmbiIiIejNyBkYFLz/LUPhw6sNpbeQMppk/9WHcKYlVWHXwIbBU/MIIsNfFKxXBg7HjBTCiEgNtIiIigjOx1PPhNMc0K059OK04o1ABzujawNkzGofpWRU8mRd4Nj+Pzwpt5+zuZeOpVdxndQPREl5yIiIiIgDlkLSxO6tS8pTTjI8mtYrnJw7OKEQE12XbAWOry7DL0LJqbzpLxYluY6BNRERES0bO4BVXCewZnDiPHE9lDk0A3Est7o8dZGWvdmIVz00S7jU/cyLxQkoXRuNU8UnCAlmiJvyvExEREd1ijeIVVwnGA18BZlXP4oLAuapKxUcbPgfxNgmuU8vs9plKrN66iLKOAJgkhlPFibbgJSgiIiJqJBJXNyVG8fBZhqG2QqdOkc/YK9y31CnupbZ1ADZODFKneDLLOaTuzLTNZidGcW9kOQiPqAUG2kRERLTRyBk4o3g0zTDLhxdApdbgCQPt3qgIrlLTuDe7zffeGzmMnMfjaY6ck+oGT0W29mfH97V5lzoRNWOgTURERFtV5cGzvMCjaT6oNWBGBYlRzIvhXQQ4J4KYlZ4kpnUWex1nFM9fJXg2L/B0nnMy/ICldv17XX0mrjtUNhBRxECbiIiIWkutQXKleDov8GSWD6acPHUMtPeRWMF16mB6brJmOfnwrctSs0ycaD8MtImIiKgTEcFVGstIH09zTPPTl22PnMHTeTGoTPs52KdMvMtjsJx8mBIrtwJplokT9YOBNhEREe3EqODBxGGU6yDKySeJwaNpftJjOBd9lom3VZWTz3OPZ/OCFQgDUF/NZTTuRmeATdQPBtpERES0l6GUk6dW8UTAfuAtDlUm3v7xFYlVZIXH03mB+QAH7N0FzgicUTijmCSHrWoguosYaBMREdHeqnLysTN4lhV4Ms8RjhzwigjGCSeQr5NaxTgxg9l97IziwViRe4+ns2KQE+0v2YOJw3MTt3XiOBHthoE2ERER9UY1BtyTpAy4ZwX8ESPusTN4Ni+Y1S4J4qC4SWJPlsHexqri/lhR+IBn8wLTvDj6RZq7JLWK+2OHV98fnfpQiC4aA20iIiLqnYhgksQM9yz3eDw7Tg+3iCwGo91lAmBUBtg60AB7lVHB9chiEuLFklnuT973fylUYovHKFFYVTwYu1MfEtHFY6BNREREB1MFviNnMM0KPJ0XyA48BGtcZtPvYlZUBJiUr/e5BNirtGxDuEqBrPCYZR6znFUKXYnEFV0jZ5DYm3YBo8J+bKIjYKBNRERER1EF3LO8wHQeg6dDxE4qgpGNwfZd4YwgtTGoOtYU8WOohnVdBYN5GXTPC38nL6K0lRhF6hSp1cbPwnXK03+iY+BPGhERER1Vag1SaxCCxTTzmGb9r3oaJ+bie32NxuA6tXprF/KlEZHa5yZglt8E3VRdaDFInUI3XGhRiZ8ZIjo8BtpERER0EtWU8HFiUPiAWV7g2bxA3kONsNHLzGqLoAyul8uB75J6O4IPAfPcIy8C5sXd6elWidn+xMaMf9tBd9epvaiKB6IhY6BNREREJ2c0Dk+bJBZ54THNfTk9fPfAaZKai+jtFcTd06lTJKa5HPiu0jLoRjnb61ID73pgbY3AaveLLM7E9W5EdBwMtImIiGhQrFFcG8V1apEVHvPcx7937M2thmo9muaHO9gDcUZgVeAsg+suVgPvwgdkRQy8s8KjCOEs2gmMxvd/n8B61b0RT/uJjok/cURERDRY1TCsStfAu5p2nhXDjq6sSgyuzfohVtSdUYHRm8AbiMH30l/h5p+PSSXuEI/HKFAtj1ek9/d/nJilnyMiOjwG2kRERHQ2NgXeWREaS82vU4s/epod8zA3EqDMUjKwPoUqsF0Vwk3Q7T0QELPfIdT+ubxd/Z8rKgIRQFD+vfxnSAyqq6/b8vGP9Z6LANcJT/mJjo0/dURERHS2VgPvEALyWrYy9wGFUcxyj6fz4w1GEwCqAqOAkVj6q2U58Lnut750IgIrgkubMXcvdfzMEZ0AA20iIiK6GCKxBNutzHx6buzw/z2aYV54eB8z34vsJJazlgDga5lMoMxWArczleVjVn8Wg+n2U6CJDokD0IhOh4E2ERERXTxVwf2xw8PpcErIiQ6NA9CITufCimOIiIiImnEgFN0l/LwTnRZ/+oiIiOjOuDeyYFE3XToV4QA0ohNjoE1ERER3hjOKa5bT0oW7P7YcgEZ0Ygy0iYiI6E6ZJBbppY2WJipdpRap5QA0olPjf2WIiIjozrk/clDurqYLkxjFdcqKDaIhYKBNREREd46q4MHYnfowiHojAtznZ5poMBhoExER0Z2UWGb/6HI8GDvubycaEAbaREREdGddpRYJVyDRmZskhn3ZRAPD/7IQERHRnfZg7MB2bTpXjn3ZRIPEQJuIiIjuNPZr07kSqS4U8UoR0dAw0CYiIqI7L7WGWUE6O/dH7MsmGioG2kRERESI/drjhH2udB7ujxxGjp9XoqFioE1ERERUuj9yGHGoFA3cNS8KEQ0eA20iIiKimvtjTiKn4RonBldscyAaPP5XhIiIiKhGRPDcxMGy95UGZmQN7o84uI/oHDDQJiIiIlohInh+knDQFA1GYhT3x8xkE50LBtpEREREDVQFz3HHNg2A1VhlwTVeROeDgTYRERHRGtYonp8kYHhDp2I0VlcwyCY6Lwy0iYiIiDZwRvFg4hhs09Fp2cKgbGEgOjsMtImIiIi2SK3Bc5OEZeR0NEYFr7jinACic8VAm4iIiKiFxCpeMUmgjLbpwJyJnzUG2UTni4E2ERERUUvWKF5xlXD1Fx1MahXPTxzLxYnOHANtIiIiog6q4VTO8DSK+jVyVYsCg2yic8f/QhARERF1pCp4fuKQWp5KUT+uUosHY3fqwyCinvC/DkREREQ7EBE8N0kwcubUh0Jn7t7I4jq1pz4MIuoRA20iIiKiPTwYO1wxSKIdCOLnZ5Lw80N0afhTTURERLSn69TCquDhNEMIpz4aOgdGBQ/Gjr3+RBeKgTYRERFRD0bOwBnFy88yZIU/9eHQgI2swf2x5dAzogvGS2hEREREPTHlkLRJwr5tuk0A3B85PJg4BtlEF44ZbSIiIqIeiQjujRwSG7PbLCUnIF6EeW7sYFkqTnQn8CediIiI6ABSa/DKq5Q9uISRM3jlVcIgm+gO4U87ERER0YEYFbziKuFU8juqmir+YMxScaK7hr/1iYiIiA7sOrVwRvBomqPwrCW/C5xR3B9ZZrGJ7igG2kRERERHkFqD5ErxZF7g6SwHw+3LJBIHno0cB+IR3WUMtImIiIiORERwnVqMncGjaYZZzjVgl2ScGFwnFqosEye66xhoExERER2ZUcFzkwSzvGA5+QVwRnFvZDn4jogWGGgTERERnUhVTv50XuAJy8nPDsvEiWgdBtpEREREJyQiuEotRiwnPyuTxOA6tZwmTkSNGGgTERERDUBVTj7PPZ7OcwbcAyQAUmdwlRhOEyeijRhoExEREQ1IYhWJTZAVHk9nBaZ5cepDuvMEcdDZJLEwHHRGRC0w0CYiIiIaIGcUDyaKq8LgaVZgOi/Yw31kIsAksZg4w0niRNQJA20iIiKiAbNGcd8orhKLp/MczxhwH5yKYJIYTBLDHmwi2gkDbSIiIqIzYFRwb+RiwJ0VeDYv4AND7j4ZFVwlFiOnDLCJaC8MtImIiIjOiKrgOrW4Ti1meYFp5jHLmOXelQgwdgYjZ7gHm4h6w0CbiIiI6Eyl1iC1BmFkMcs9plnBaeUtVNPDR06RWu7AJqL+MdAmIiIiOnMiglGZlfU+YFpmurOCQXddahUjZ5BaloYT0WEx0CYiIiK6IKoSJ2UnQF54zHKPeR6D7rtWXi4CJEaRWMXIcnI4ER0PA20iIiKiC2WNwhrFVQqEEJAVAfPCI7vQwLseWDuj7LkmopNhoE1ERER0B4gIEitIrAIXEngzsCaioWKgTURERHQHNQXeuQ8ofPn3IqAIAbn3OPUWMRHAqsKowKos/m4ZWBPRQDHQJiIiIiKICJwRuIYh3N7Xg3CPwgf4EINzH4CAgPL/uz1m+T8qAimPwYjAmOWAmoPLiOjcMNAmIiIioo1UBclikNjmdVjeBwTEIDwA8CFAIBDBIphWAYNnIrpoDLSJiIiIqDc3k70ZSBPR3cXGFiIiIiIiIqIeMdAmIiIiIiIi6hEDbSIiIiIiIqIeMdAmIiIiIiIi6hEDbSIiIiIiIqIeMdAmIiIiIiIi6hEDbSIiIiIiIqIeMdAmIiIiIiIi6hEDbSIiIiIiIqIeMdAmIiIiIiIi6hEDbSIiIiIiIqIeMdAmIiIiIiIi6hEDbSIiIiIiIqIeMdAmIiIiIiIi6hEDbSIiIiIiIqIeMdAmIiIiIiIi6hEDbSIiIiIiIqIeMdAmIiIiIiIi6hEDbSIiIiIiIqIeMdAmIiIiIiIi6hEDbSIiIiIiIqIeMdAmIiIiIiIi6hEDbSIiIiIiIqIeMdAmIiIiIiIi6hEDbSIiIiIiIqIeMdAmIiIiIiIi6hEDbSIiIiIiIqIeMdAmIiIiIiIi6hEDbSIiIiIiIqIeMdAmIiIiIiIi6hEDbSIiIiIiIqIeMdAmIiIiIiIi6hEDbSIiIiIiIqIeMdAmIiIiIiIi6tFBA+3v+q7vwmd/9mdjMpngueeea7zNBz/4QXz5l385rq6u8KpXvQrf+I3fiPl8vnSb97///Xj961+P8XiMj/u4j8Pb3vY2hBCWbvPTP/3TeN3rXofRaIRP+qRPwg/8wA/ceqx3vetd+NRP/VSkaYpP/dRPxY/8yI/cus073vEOvPa1r8VoNMLrXvc6/MzP/MzuLwARERERERHdOQcNtOfzOb7qq74Kf/tv/+3GPy+KAl/6pV+KJ0+e4Gd/9mfxzne+E+9617vw9/7e31vc5uHDh/irf/Wv4oUXXsD//J//E9/3fd+H7/3e78U//+f/fHGbD3zgA/iSL/kSfO7nfi5+6Zd+Cf/gH/wDfOM3fiPe9a53LW7z3ve+F294wxvwxje+Eb/yK7+CN77xjfibf/Nv4ud+7ucWt/nhH/5hvOUtb8E//If/EL/0S7+Ez/3cz8UXf/EX44Mf/OABXh0iIiIiIiK6RBJWU8MH8O///b/HW97yFnzsYx9b+vqP//iP48u+7MvwoQ99CC+88AIA4J3vfCfe9KY34aMf/Sju37+P7//+78e3fdu34f/9v/+HNE0BAN/93d+N7/u+78Pv/M7vQETwrd/6rfjRH/1R/MZv/Mbivt/85jfjV37lV/De974XAPCGN7wBDx8+xI//+I8vbvNFX/RFeP755/FDP/RDAIDP/MzPxKd/+qfj+7//+xe3+ZRP+RR8xVd8Bd7+9re3eq4PHz7EgwcP8PLLL+P+/fvdXywiIiIiIiLqbEix2El7tN/73vfixRdfXATZAPCFX/iFmM1meN/73re4zetf//pFkF3d5vd+7/fw27/924vbfMEXfMHSfX/hF34hfuEXfgFZlm28zXve8x4AMfv+vve979ZtvuALvmBxmyaz2QwPHz5c+ouIiIiIiIjurpMG2h/5yEfw6le/eulrzz//PJIkwUc+8pG1t6n+fdtt8jzH7//+72+8TXUfv//7v4+iKDbepsnb3/52PHjwYPHXx3/8x7d67kRERERERHSZOgfa3/md3wkR2fjXL/zCL7S+PxG59bUQwtLXV29TVbv3cZvVr7W5Td23fdu34eWXX1789aEPfWjtbYmIiIiIiOjy2a7f8A3f8A346q/+6o23+cRP/MRW9/Wa17xmaRgZAPzRH/0RsixbZJZf85rX3Moof/SjHwWArbex1uKVr3zlxttU9/GqV70KxpiNt2mSpulSWTsRERERERHdbZ0z2q961avwZ/7Mn9n412g0anVfn/VZn4Vf/dVfxYc//OHF19797ncjTVO87nWvW9zmv//3/7608uvd7343XnjhhUVA/1mf9Vl46aWXlu773e9+Nz7jMz4DzrmNt/nsz/5sAECSJHjd61536zYvvfTS4jZERERERERE2xy0R/uDH/wgfvmXfxkf/OAHURQFfvmXfxm//Mu/jMePHwOIg8Y+9VM/FW984xvxS7/0S/jJn/xJfMu3fAv+1t/6W4spcV/zNV+DNE3xpje9Cb/6q7+KH/mRH8E//af/FG9961sXJd1vfvOb8X//7//FW9/6VvzGb/wGfvAHfxD/7t/9O3zLt3zL4li+6Zu+Ce9+97vxPd/zPfjN3/xNfM/3fA9+4id+Am95y1sWt3nrW9+Kf/tv/y1+8Ad/EL/xG7+Bb/7mb8YHP/hBvPnNbz7ky0REREREREQX5KDrvd70pjfhP/yH/3Dr6z/1Uz+Fz/u8zwMQg/G/83f+Dv7bf/tvGI/H+Jqv+Rp87/d+71I59vvf/358/dd/PX7+538ezz//PN785jfjH/2jf7TUO/3TP/3T+OZv/mb82q/9Gl544QV867d+660A+T//5/+Mb//2b8dv/dZv4ZM/+ZPxXd/1XfjKr/zKpdu84x3vwD/7Z/8MH/7wh/Hiiy/iX/yLf4G//Jf/cuvnPKSR8kRERERERHfFkGKxo+zRvkuG9OYSERERERHdFUOKxU663ouIiIiIiIjo0jDQJiIiIiIiIuoRA20iIiIiIiKiHjHQJiIiIiIiIuoRA20iIiIiIiKiHjHQJiIiIiIiIuoRA20iIiIiIiKiHjHQJiIiIiIiIuoRA20iIiIiIiKiHjHQJiIiIiIiIuoRA20iIiIiIiKiHjHQJiIiIiIiIuoRA20iIiIiIiKiHjHQJiIiIiIiIuoRA20iIiIiIiKiHtlTH8ClCSEAAB4+fHjiIyEiIiIiIro7qhisislOiYF2zx49egQA+PiP//gTHwkREREREdHd8+jRIzx48OCkxyBhCOH+BfHe4/d+7/dw7949iMipD4folocPH+LjP/7j8aEPfQj3798/9eEQtcLPLZ0jfm7pHPFzS+eo+tx+8IMfhIjghRdegOppu6SZ0e6ZquJP/sk/eerDINrq/v37/A8onR1+bukc8XNL54ifWzpHDx48GMznlsPQiIiIiIiIiHrEQJuIiIiIiIioRwy0ie6YNE3xHd/xHUjT9NSHQtQaP7d0jvi5pXPEzy2doyF+bjkMjYiIiIiIiKhHzGgTERERERER9YiBNhEREREREVGPGGgTERERERER9YiBNhEREREREVGPGGgTERERERER9YiBNtGAvf3tb4eI4C1vecviayEEfOd3fideeOEFjMdjfN7nfR5+7dd+ben7ZrMZ/u7f/bt41atehaurK/y1v/bX8Du/8ztLt/mjP/ojvPGNb8SDBw/w4MEDvPGNb8THPvaxpdt88IMfxJd/+Zfj6uoKr3rVq/CN3/iNmM/nS7d5//vfj9e//vUYj8f4uI/7OLztbW8DlxncLd/5nd8JEVn66zWvec3iz/mZpaH63d/9XXzt134tXvnKV2IymeDP//k/j/e9732LP+dnl4bmEz/xE2/9vhURfP3Xfz0AfmZpmPI8x7d/+7fjta99LcbjMT7pkz4Jb3vb2+C9X9zmIj+7gYgG6ed//ufDJ37iJ4Y/9+f+XPimb/qmxde/+7u/O9y7dy+8613vCu9///vDG97whvAn/sSfCA8fPlzc5s1vfnP4uI/7uPDSSy+FX/zFXwyf//mfHz7t0z4t5Hm+uM0XfdEXhRdffDG85z3vCe95z3vCiy++GL7sy75s8ed5nocXX3wxfP7nf374xV/8xfDSSy+FF154IXzDN3zD4jYvv/xyePWrXx2++qu/Orz//e8P73rXu8K9e/fC937v9x72xaFB+Y7v+I7wZ//snw0f/vCHF3999KMfXfw5P7M0RH/4h38YPuETPiG86U1vCj/3cz8XPvCBD4Sf+ImfCP/n//yfxW342aWh+ehHP7r0u/all14KAMJP/dRPhRD4maVh+if/5J+EV77yleG//Jf/Ej7wgQ+E//Sf/lO4vr4O//Jf/svFbS7xs8tAm2iAHj16FP70n/7T4aWXXgqvf/3rF4G29z685jWvCd/93d+9uO10Og0PHjwIP/ADPxBCCOFjH/tYcM6Fd77znYvb/O7v/m5Q1fBf/+t/DSGE8Ou//usBQPgf/+N/LG7z3ve+NwAIv/mbvxlCCOHHfuzHgqqG3/3d313c5od+6IdCmqbh5ZdfDiGE8I53vCM8ePAgTKfTxW3e/va3hxdeeCF473t+VWiovuM7viN82qd9WuOf8TNLQ/Wt3/qt4XM+53PW/jk/u3QOvumbvil88id/cvDe8zNLg/WlX/ql4eu+7uuWvvaVX/mV4Wu/9mtDCJf7+5al40QD9PVf//X40i/9UvyVv/JXlr7+gQ98AB/5yEfwBV/wBYuvpWmK17/+9XjPe94DAHjf+96HLMuWbvPCCy/gxRdfXNzmve99Lx48eIDP/MzPXNzmL/7Fv4gHDx4s3ebFF1/ECy+8sLjNF37hF2I2my1KK9/73vfi9a9/PdI0XbrN7/3e7+G3f/u3e3o16Bz87//9v/HCCy/gta99Lb76q78av/VbvwWAn1karh/90R/FZ3zGZ+Crvuqr8Mf/+B/HX/gLfwH/5t/8m8Wf87NLQzefz/Ef/+N/xNd93ddBRPiZpcH6nM/5HPzkT/4k/tf/+l8AgF/5lV/Bz/7sz+JLvuRLAFzu71sG2kQD8853vhO/+Iu/iLe//e23/uwjH/kIAODVr371/9/e/bxEuYZhHL+sGUeLKZQYx0msjMB+TCAjlEYtciW6atUwlC1atJA0ogxa1Kb+gDZCEZFY0GYIWs00i2xjCcnQKGGCpC20CRltUWjkfRanXs6r5gnOHM577PsBwXmeaxyRC+GeH+/jWq+qqnL2ZmZmVFpaqoqKijUzoVBoxc8PhUKuzPLHqaioUGlp6ZqZH7d/ZLD+HTp0SH19fUqlUrpz545mZmbU3Nys2dlZOgvPmpiYUG9vr/bs2aNUKqVz587p/Pnz6uvrk8T/W3jf48ePNTc3pzNnzkiis/Cunp4exeNx1dfXy+/3q6GhQd3d3YrH45LWb3d9v5wE8K97//69urq6lE6nVVZW9tNcSUmJ67aZrVhbbnlmtXwxMvb9QhF/9/tg/WhtbXW+j0ajampq0u7du3X//n0dPnxYEp2F9ywtLamxsVE3b96UJDU0NGh0dFS9vb06ffq0k6O78Kq7d++qtbXV9cqcRGfhPY8ePVJ/f78ePnyo/fv3K5vNqru7W5FIRB0dHU5uvXWXV7QBD3n16pXy+bxisZh8Pp98Pp8GBgZ069Yt+Xy+nz6bls/nnb1wOKzFxUUVCoU1Mx8+fFjx+B8/fnRllj9OoVDQ169f18zk83lJK5+VxO9j8+bNikajGh8fd64+TmfhNdXV1dq3b59rbe/evZqampIkugtPm5ycVCaT0dmzZ501OguvunTpkq5cuaKTJ08qGo3q1KlTunDhgvPuzfXaXQZtwENaWlqUy+WUzWadr8bGRiUSCWWzWdXV1SkcDuvp06fOfRYXFzUwMKDm5mZJUiwWk9/vd2Wmp6c1MjLiZJqamjQ/P6+hoSEn8/LlS83Pz7syIyMjmp6edjLpdFqBQECxWMzJPH/+3HUkQjqdViQS0c6dO4v/B8L/wsLCgt68eaPq6mrt2rWLzsKTjhw5orGxMdfa27dvtWPHDkmiu/C0e/fuKRQKqa2tzVmjs/Cqz58/a8MG99i5ceNG53ivddvdX75sGoD/xF+vOm725/EHW7dutWQyablczuLx+KrHH9TU1Fgmk7Hh4WE7fvz4qscfHDx40AYHB21wcNCi0eiqxx+0tLTY8PCwZTIZq6mpcR1/MDc3Z1VVVRaPxy2Xy1kymbQtW7ZwdMdv5uLFi/bs2TObmJiwFy9eWHt7uwWDQXv37p2Z0Vl409DQkPl8Prtx44aNj4/bgwcPbNOmTdbf3+9k6C686Nu3b1ZbW2s9PT0r9ugsvKijo8O2b9/uHO+VTCZt27ZtdvnyZSezHrvLoA143PJBe2lpya5du2bhcNgCgYAdO3bMcrmc6z5fvnyxzs5Oq6ystPLycmtvb7epqSlXZnZ21hKJhAWDQQsGg5ZIJKxQKLgyk5OT1tbWZuXl5VZZWWmdnZ2uow7MzF6/fm1Hjx61QCBg4XDYrl+/zrEdv5kfZ136/X6LRCJ24sQJGx0ddfbpLLzqyZMnduDAAQsEAlZfX2+3b9927dNdeFEqlTJJNjY2tmKPzsKLPn36ZF1dXVZbW2tlZWVWV1dnV69etYWFBSezHrtbYvb9k90AAAAAAOAf4zPaAAAAAAAUEYM2AAAAAABFxKANAAAAAEARMWgDAAAAAFBEDNoAAAAAABQRgzYAAAAAAEXEoA0AAAAAQBExaAMAAAAAUEQM2gAAAAAAFBGDNgAAAAAARcSgDQAAAABAEf0BCF5DqlrRzuAAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "buffers = resources.copy(deep=True)\n", "buffers = calculate_buffers(resources, PARAMS[\"region\"][\"buffer\"])\n", "buffers.plot(alpha=0.1, figsize=PARAMS[\"output\"][\"figsize\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Using this information we can calculate the overlap between each hospital's buffer and the counties:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "def calculate_primary_regions(resources: gpd.GeoDataFrame, resource_key: str, buffer_size: float,\n", " spatial_units: gpd.GeoDataFrame, spatial_units_key: str,\n", " disable_tqdm=False) -> dict:\n", " \"\"\"\n", " For each shape in `buffers`, we calculate it's overlap with the shapes in `spatial_units`.\n", "\n", " Args:\n", " resources (gpd.GeoDataFrame): Geodataframe of resources (hospitals)\n", " resource_key (str): key/ID field for resources/buffers\n", " buffer_size (float): size of buffers for resources\n", " spatial_units (gpd.GeoDataFrame): Geodataframe of spatial units (counties)\n", " spatial_units_key (str): key/ID field for spatial_units\n", " disable_tqdm (bool): whether or not to disable the tqdm progress bar\n", "\n", " Returns:\n", " Dictionary of id -> set of keys from spatial_units\n", "\n", " Raises:\n", " Assertion that the length of each overlap list is greater than zero\n", "\n", " Todo:\n", " * Better error handling/checking for len >= 0\n", " \"\"\"\n", " buffers = resources.copy(deep=True)\n", " buffers[\"geometry\"] = buffers.geometry.buffer(buffer_size)\n", " # resource to spatial unit dict\n", " region2sudict = dict()\n", " for index, row in tqdm.tqdm(buffers.iterrows(), desc=\"Calculating primary regions\", disable=disable_tqdm,\n", " position=0, total=len(buffers)):\n", " in_buffer = spatial_units[spatial_units.intersects(row[\"geometry\"])]\n", " _geoids = set(list(in_buffer[spatial_units_key]))\n", " region2sudict[row[resource_key]] = _geoids\n", " return copy.deepcopy(region2sudict)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Calculating primary regions: 100%|██████████| 226/226 [00:04<00:00, 48.03it/s]\n" ] } ], "source": [ "resource_census_unit_overlap_dict = calculate_primary_regions(resources,\n", " PARAMS[\"resource\"][\"key\"],\n", " PARAMS[\"region\"][\"buffer\"],\n", " county_shapefiles,\n", " PARAMS[\"graphml\"][\"geo_unit_key\"])\n", "# resource_census_unit_overlap_dict" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This dictionary can be extremely long, so let's look at a small slice of it:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'0003460644': {'17031',\n", " '17043',\n", " '17063',\n", " '17089',\n", " '17091',\n", " '17093',\n", " '17097',\n", " '17111',\n", " '17197'},\n", " '0001860612': {'17031',\n", " '17043',\n", " '17089',\n", " '17091',\n", " '17093',\n", " '17097',\n", " '17111',\n", " '17197'},\n", " '0003160463': {'17031',\n", " '17043',\n", " '17063',\n", " '17089',\n", " '17091',\n", " '17093',\n", " '17097',\n", " '17111',\n", " '17197'},\n", " '0003660628': {'17031',\n", " '17043',\n", " '17063',\n", " '17089',\n", " '17091',\n", " '17093',\n", " '17097',\n", " '17197'},\n", " '0002360302': {'17031',\n", " '17043',\n", " '17063',\n", " '17089',\n", " '17093',\n", " '17097',\n", " '17111',\n", " '17197'}}" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dict(list(resource_census_unit_overlap_dict.items())[0:5])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This method performs a *partitioning* of the hospitals (each hospital in one group) and *clustering* of the counties (counties can be in more than one group). After this step we have a partition of singletons meaning that each hospital is in a group by itself. This algorithm also gives us a one-to-one relationship between each partition of hospitals and cluster of counties where the group of counties is sufficient for calculating the travel-time catchments for the corresponding group of hospitals.\n", "\n", "A county network will be loaded once for each cluster it is in. Let's visualize how many times each county network is loaded if we used this initial partition!\n", "\n", "First we need to count how many times each county is included in a cluster and make that into a dataframe, then we can merge that to our geodataframe and plot:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "def viz_nregions(region2sudict: dict, spatial_units: gpd.GeoDataFrame, su_key: str,\n", " output_column: str = \"nregions\") -> gpd.GeoDataFrame:\n", " \"\"\"\n", " Function for visualizing the number of regions each spatial unit is in at a given step of the\n", " process.\n", "\n", " Args:\n", " region2sudict: dict, maps regions to the census units that make up the region\n", " spatial_units: GeoDataFrame of spatial units\n", " su_key: str, key for the spatial_units GeoDataFrame\n", " output_column: str, column to write result to\n", "\n", " Returns:\n", " copy of spatial_units with `column` having the number of regions each spatial unit is in\n", " \"\"\"\n", " region_counter = Counter()\n", " for region_id, geoids in region2sudict.items():\n", " for geoid in geoids:\n", " region_counter[geoid] += 1\n", " # convert counter to dataframe for merging\n", " region_df = pd.DataFrame(region_counter.items(), columns=[su_key, output_column])\n", " output_gdf = spatial_units.copy(deep=True)\n", " # drop our output column if it already exists\n", " output_gdf = output_gdf.drop(columns=output_column, errors='ignore')\n", " output_gdf = output_gdf.merge(region_df, how=\"left\", on=su_key)\n", " return output_gdf" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "primary_regions = viz_nregions(resource_census_unit_overlap_dict, county_shapefiles,\n", " PARAMS[\"graphml\"][\"geo_unit_key\"])\n", "primary_regions.plot(column='nregions', figsize=PARAMS[\"output\"][\"figsize\"], legend=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "# Merging by Set Relations (Shared Spatial Context)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that we know the necessary counties for each hospital, we want to combine them by shared spatial context. Since we have the spatial context given by a list of counties, we can do this by just comparing the sets of counties. If $A\\subseteq B$ which means \"A is a subset of B\", then A's list of counties are included in B's so we can do the travel-time calculation for A and B with B's set of counties! Note that this means these merges don't add to the memory requirements: B's counties would have to be loaded regardless, but calculating A and B together let's us avoid loading the counties twice.\n", "\n", "Let's see what hospitals we should merge:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "def calculate_secondary_regions(region2sudict: dict, resources: gpd.GeoDataFrame, \n", " resource_key: str) -> Tuple[dict, dict]:\n", " \"\"\"\n", " Calculates the secondary regions by their set relations/shared spatial context.\n", "\n", " Args:\n", " region2sudict (dict): maps resources to the spatial units that make up their primary region\n", " resources (gpd.GeoDataFrame): GeoDataFrame of resources\n", " resource_key (str): key/ID in resources\n", "\n", " Returns:\n", " Tuple of dicts: updated region2sudict (region -> spatial units) and resource2regiondict\n", " (resource -> region)\n", " \"\"\"\n", " _resources = list(resources[resource_key])\n", " resource_disjoint_set = DisjointSet() # create a disjoint set\n", " for r in _resources:\n", " resource_disjoint_set.find(r) # add the stuff to the disjoint set\n", " for key in tqdm.tqdm(_resources, desc=\"Merging by Set Rel\", position=0):\n", " val = set(region2sudict[key])\n", " for okey in _resources:\n", " oval = set(region2sudict[okey])\n", " if val == oval: # sets are same\n", " resource_disjoint_set.union(okey, key)\n", " elif oval.issubset(val):\n", " resource_disjoint_set.union(okey, key)\n", " unioned_region = region2sudict[key].union(region2sudict[okey])\n", " region2sudict[key] = unioned_region\n", " region2sudict[okey] = unioned_region\n", " # record map of resource to region (i.e. reverse of ds dictionary)\n", " newregion2sudict, resource2regiondict = dict(), dict()\n", " for key, val in tqdm.tqdm(resource_disjoint_set.itersets(with_canonical_elements=True),\n", " desc=\"Updating maps\", position=0):\n", " newregion2sudict[key] = region2sudict[key]\n", " for resource in val:\n", " resource2regiondict[resource] = key\n", " return newregion2sudict, resource2regiondict" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Merging by Set Rel: 100%|██████████| 226/226 [00:00<00:00, 1780.47it/s]\n", "Updating maps: 67it [00:00, 30495.75it/s]\n" ] } ], "source": [ "region2cu, resource2region = calculate_secondary_regions(resource_census_unit_overlap_dict,\n", " resources,\n", " PARAMS[\"resource\"][\"key\"])" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "# region2cu" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "# resource2region" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can again plot how many clusters each county is in/how many times each county would have to be loaded:" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "secondary_regions = viz_nregions(region2cu, county_shapefiles, PARAMS[\"graphml\"][\"geo_unit_key\"])\n", "secondary_regions.plot(column='nregions', figsize=PARAMS[\"output\"][\"figsize\"], legend=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "# Merging by Memory" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that we have done merging by set relations, further merges may increase the overall memory requirements so we have to consider memory usage from now on. Below are three functions that help us do that:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "def calculate_memory_usage(memory_df: pd.DataFrame, memory_key: str, memory_col: str, list_of_ids: List[str]) -> Number:\n", " \"\"\"\n", " Calculates the memory usage the shapefiles specified by a list of ids.\n", "\n", " Args:\n", " memory_df: DataFrame mapping memory_key to memory_col (spatial unit ID -> memory usage)\n", " memory_key: str, key/ID in memory_df\n", " memory_col: str, amount of memory usaged by data in spatial unit\n", " list_of_ids: list of str, ids to sum memory usage for\n", "\n", " Returns:\n", " Number, sum of memory usages for all ids\n", " \"\"\"\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "\n", "\n", "def calculate_memory_difference(memory_df: pd.DataFrame, memory_key: str, memory_col: str, set_a: Iterable[str], set_b: Iterable[str]) -> Number:\n", " \"\"\"\n", " Calculates the memory usage of the difference between two iterables of spatial unit IDs.\n", "\n", " Args:\n", " memory_df: DataFrame mapping memory_key to memory_col (spatial unit ID -> memory usage)\n", " memory_key: str, key/ID in memory_df\n", " memory_col: str, amount of memory usaged by data in spatial unit\n", " set_a: iterable of spatial units to subtract from\n", " set_b: iterable of spatial units to subtract\n", "\n", " Returns:\n", " Number, memory usage of A - B\n", " \"\"\"\n", " set_a, set_b = set(set_a), set(set_b)\n", " _diff = set_a.difference(set_b)\n", " return calculate_memory_usage(memory_df, memory_key, memory_col, _diff)\n", "\n", "\n", "def get_max_memory_usage(memory_df: pd.DataFrame, memory_key: str, memory_col: str, region2sudict: dict) -> Number:\n", " \"\"\"\n", " Calculates the maximum memory requirement for all secondary regions.\n", "\n", " Args:\n", " memory_df: DataFrame mapping memory_key to memory_col (spatial unit ID -> memory usage)\n", " memory_key: str, key/ID in memory_df\n", " memory_col: str, amount of memory usaged by data in spatial unit\n", " region2sudict: dict, dictionary mapping (resource -> spatial units)\n", "\n", " Returns:\n", " float, maximum memory usage for a set of regions\n", " \"\"\"\n", " return max([calculate_memory_usage(memory_df, memory_key, memory_col, region2sudict[key]) for key in region2sudict.keys()])\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "While we are operating under memory limits, the memory limit is not feasible unless we can load all secondary regions within the limit. Why? \n", "\n", "Because secondary regions are by design the set of counties required for *at least one* hospital corresponding to that region. So if our memory limit can't handle that set of counties, we can't calculate that hospital's travel-time catchment within the memory limit.\n", "\n", "With that in mind, let's see the maximum memory usage for the current regions:" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "5.077377023999999\n" ] } ], "source": [ "memory_usage_so_far = get_max_memory_usage(memory_df, \n", " PARAMS[\"graphml\"][\"memory_key\"],\n", " PARAMS[\"graphml\"][\"memory_column\"],\n", " region2cu)\n", "print(memory_usage_so_far)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The next line asserts that our memory limit is greater than our current memory usage:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "assert memory_usage_so_far < PARAMS[\"compute\"][\"max_memory\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that we have passed that bar, we can start merging our regions by memory usage. This uses a greedy algorithm which combined regions with the smallest memory difference until no more merges can be made. This uses the following functions:" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "def merge_regions(region_a, region_b, region_to_census_units_dict, resource_to_region_dict):\n", " \"\"\"\n", " Merge two regions in the region_to_census_units_dict and resource->region dict (res2reg_dict)\n", "\n", " Args:\n", " region_a: id of region\n", " region_b: id of region\n", " region_to_census_units_dict: dictionary of regions -> census units\n", " resource_to_region_dict: dictionary of resource -> region\n", " \n", " Returns:\n", " tuple of dicts: (updated region_to_census_units_dict, updated resource_to_region_dict)\n", " \"\"\"\n", " region_to_census_units_dict[region_a] = region_to_census_units_dict[region_a].union(region_to_census_units_dict[region_b])\n", " del region_to_census_units_dict[region_b]\n", " # set resources to region_a\n", " region_b_resources = [key for key, item in resource_to_region_dict.items() if item == region_b]\n", " for resource in region_b_resources:\n", " resource_to_region_dict[resource] = region_a\n", " return region_to_census_units_dict, resource_to_region_dict\n", "\n", "\n", "def regions_disjoint(region2sudict: dict, region_a: str, region_b: str) -> bool:\n", " \"\"\"\n", " Tests if two regions are disjoint.\n", "\n", " Args:\n", " region2sudict: dictionary of regions -> spatial units\n", " region_a: id of a region\n", " region_b: id of a region\n", "\n", " Returns:\n", " boolean, if the set of file ids (counties) is disjoint\n", " \"\"\"\n", " return set(region2sudict[region_a]).isdisjoint(region2sudict[region_b])\n", "\n", "\n", "def minimum_combined_memory_region(memory_df: pd.DataFrame, memory_key: str, memory_col: str,\n", " region2sudict: dict, region_a: str) -> Tuple[Number, str, str]:\n", " \"\"\"\n", " Finds the region (_to_merge_b) that minimizes the combined memory of region_a and _to_merge_b.\n", "\n", " Args:\n", " memory_df: Dataframe that maps region id to memory usage\n", " memory_key: key/ID to memory_df\n", " memory_col: field in memory_df with memory usage\n", " region2sudict: dictionary from region id -> list of file ids (counties)\n", " region_a: id of a region\n", "\n", " Returns:\n", " tuple: (float: memory usage, region_a, id of region that has minimum memory difference)\n", " \"\"\"\n", " regions = list(region2sudict.keys())\n", " region_a_mem = calculate_memory_usage(memory_df, memory_key, memory_col, region2sudict[region_a])\n", " _merge_mem, _to_merge_b = 1000000000, -1\n", " for region_b in regions:\n", " if region_a != region_b and not regions_disjoint(region2sudict, region_a, region_b):\n", " _mem_diff = calculate_memory_difference(memory_df, memory_key, memory_col,\n", " region2sudict[region_b], region2sudict[region_a])\n", " if _mem_diff < _merge_mem:\n", " _merge_mem, _to_merge_b = _mem_diff, region_b\n", " return (float(_merge_mem + region_a_mem), region_a, _to_merge_b)\n", "\n", "\n", "def calculate_final_regions(region2sudict: dict, resource2regiondict: dict,\n", " max_mem: Number, threads: int, memory_df: pd.DataFrame,\n", " memory_key: str, memory_col: str, verbose: bool = False) -> Tuple[dict, dict]:\n", " \"\"\"\n", " Calculates final regions by combining regions by memory usage.\n", "\n", " Args:\n", " region2sudict: dictionary of regions -> spatial units\n", " resource2regiondict: dictionary of resource -> region\n", " max_mem: memory usage not to exceed\n", " threads: how many threads to use when finding minimum_combined_memory_region for each region\n", " memory_df: Dataframe that maps region id to memory usage\n", " memory_key: key/ID to memory_df\n", " memory_col: field in memory_df with memory usage\n", " verbose (bool): whether or not to print all merges\n", "\n", " Returns:\n", " tuple of dicts, (updated region2sudict, updated resource2regiondict)\n", "\n", " Raises:\n", " assertion that max_mem is greater than required memory usage\n", " \"\"\"\n", " initial_number_of_regions = len(region2sudict)\n", " how_many_chars = 12 # how many characters of region id to print\n", " loop_counter = 0 # keep track of how many outer loops\n", " done_combining = False\n", " while not done_combining:\n", " regions = list(region2sudict.keys())\n", " _start = time.time() # for timing each iteration\n", " with mp.Pool(processes=threads) as pool:\n", " # calculate minimum combined memory region in parallel\n", " results = pool.starmap(minimum_combined_memory_region, zip(itertools.repeat(memory_df),\n", " itertools.repeat(memory_key),\n", " itertools.repeat(memory_col),\n", " itertools.repeat(region2sudict),\n", " regions))\n", " results = sorted(results, key=lambda tup: tup[0]) # sort by first element of tuple\n", " nmerged = 0 # number of mergers this iteration\n", " merged_this_iter = set() # keep track of regions we have merged with this iteration\n", " if results[0][0] > max_mem: # all merges are too big\n", " done_combining = True\n", " for _merge_mem, _to_merge_a, _to_merge_b in results:\n", " # memory is under the limit, the regions haven't been altered this run\n", " if _merge_mem <= max_mem and _to_merge_a not in merged_this_iter and _to_merge_b not in merged_this_iter:\n", " if verbose:\n", " print(\" New size: {:6.2f}, A: {}, B: {}\".format(_merge_mem,\n", " str(_to_merge_a).ljust(how_many_chars)[:how_many_chars],\n", " str(_to_merge_b).ljust(how_many_chars)[:how_many_chars]))\n", " nmerged += 1\n", " merged_this_iter.add(_to_merge_a)\n", " merged_this_iter.add(_to_merge_b)\n", " region2sudict, resource2regiondict = merge_regions(_to_merge_a, _to_merge_b, region2sudict, resource2regiondict)\n", " elif _merge_mem > max_mem:\n", " break\n", " print(f\"(Iter: {loop_counter}) Time: {time.time() - _start:4.2f}, Merged {nmerged} regions\")\n", " loop_counter += 1\n", " _dropped = initial_number_of_regions - len(region2sudict)\n", " print(f\"Dropped {_dropped} regions ({initial_number_of_regions}--->{len(region2sudict)})\")\n", " return copy.deepcopy(region2sudict), copy.deepcopy(resource2regiondict)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This can take a little while, but each iteration should be faster than the last:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "(Iter: 0) Time: 10.06, Merged 26 regions\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "(Iter: 1) Time: 5.28, Merged 13 regions\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "(Iter: 2) Time: 3.09, Merged 11 regions\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "(Iter: 3) Time: 1.75, Merged 6 regions\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "(Iter: 4) Time: 1.08, Merged 3 regions\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "(Iter: 5) Time: 0.83, Merged 3 regions\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "(Iter: 6) Time: 0.57, Merged 2 regions\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "(Iter: 7) Time: 0.48, Merged 1 regions\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n", "/tmp/ipykernel_528/2833657120.py:14: FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead\n", " return sum([float(memory_df.loc[(memory_df[memory_key] == _id), memory_col]) for _id in list_of_ids])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "(Iter: 8) Time: 0.44, Merged 0 regions\n", "Dropped 65 regions (67--->2)\n" ] } ], "source": [ "region2cu, resource2region = calculate_final_regions(region2cu,\n", " resource2region,\n", " PARAMS[\"compute\"][\"max_memory\"],\n", " PARAMS[\"compute\"][\"threads\"],\n", " memory_df,\n", " PARAMS[\"graphml\"][\"memory_key\"],\n", " PARAMS[\"graphml\"][\"memory_column\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's again plot how many times each county is loaded with our final regions:" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "final_regions = viz_nregions(region2cu, county_shapefiles, PARAMS[\"graphml\"][\"geo_unit_key\"])\n", "final_regions.plot(column='nregions', figsize=PARAMS[\"output\"][\"figsize\"], legend=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also visualize what these regions look like:" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "def viz_region_per_spatial_unit(region2sudict: dict, spatial_units: gpd.GeoDataFrame,\n", " su_key: str, output_column: str = \"region\", nregions_column=\"nregions\") -> gpd.GeoDataFrame:\n", " \"\"\"\n", " Plots the spatial units colored according to the region (or multiple) they are in.\n", "\n", " Args:\n", " region2sudict: dictionary mapping regions to the spatial units within it\n", " spatial_units: GeoDataFrame of spatial units\n", " su_key: str, key for the spatial_units GeoDataFrame\n", " output_column: str, column to write result to\n", " nregions_column: output column for the number of regions each spatial unit is in (`viz_nregions`)\n", "\n", " Returns:\n", " copy of spatial units with `column` having the region (or multiple) each spatial unit is in\n", " \"\"\"\n", " inverted_region_dict = dict()\n", " for region_num, (region, counties) in enumerate(region2sudict.items()):\n", " for county in counties:\n", " inverted_region_dict[county] = f\"Region {region_num}\"\n", " output_gdf = viz_nregions(region2sudict, spatial_units, su_key, output_column=nregions_column)\n", " # drop our output column if it already exists\n", " output_gdf = output_gdf.drop(columns=output_column, errors='ignore')\n", " output_gdf = output_gdf.merge(pd.DataFrame(inverted_region_dict.items(), columns=[su_key, output_column]), how=\"left\", on=su_key)\n", " output_gdf.loc[output_gdf[nregions_column] > 1, output_column] = \"Multiple\"\n", " return output_gdf" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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STATEFPCOUNTYFPCOUNTYNSAFFGEOIDGEOIDNAMELSADALANDAWATERgeometrynregionsregion
017091004242470500000US1709117091Kankakee06175212105812440760POLYGON ((644807.679 431295.144, 645687.311 43...1Region 0
117187017851340500000US1718717187Warren0614047479441674135POLYGON ((436783.276 363512.862, 436755.241 36...2Multiple
217197017851900500000US1719717197Will06216492764434548925POLYGON ((638438.260 499329.590, 638973.311 49...1Region 0
317027004242150500000US1702717027Clinton06122766436975635324POLYGON ((542119.643 147413.564, 543761.494 14...1Region 1
417031017847660500000US1703117031Cook0624473708181786313044POLYGON ((635130.213 537472.688, 635563.062 53...1Region 0
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" ], "text/plain": [ " STATEFP COUNTYFP COUNTYNS AFFGEOID GEOID NAME LSAD \n", "0 17 091 00424247 0500000US17091 17091 Kankakee 06 \\\n", "1 17 187 01785134 0500000US17187 17187 Warren 06 \n", "2 17 197 01785190 0500000US17197 17197 Will 06 \n", "3 17 027 00424215 0500000US17027 17027 Clinton 06 \n", "4 17 031 01784766 0500000US17031 17031 Cook 06 \n", "\n", " ALAND AWATER geometry \n", "0 1752121058 12440760 POLYGON ((644807.679 431295.144, 645687.311 43... \\\n", "1 1404747944 1674135 POLYGON ((436783.276 363512.862, 436755.241 36... \n", "2 2164927644 34548925 POLYGON ((638438.260 499329.590, 638973.311 49... \n", "3 1227664369 75635324 POLYGON ((542119.643 147413.564, 543761.494 14... \n", "4 2447370818 1786313044 POLYGON ((635130.213 537472.688, 635563.062 53... \n", "\n", " nregions region \n", "0 1 Region 0 \n", "1 2 Multiple \n", "2 1 Region 0 \n", "3 1 Region 1 \n", "4 1 Region 0 " ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "final_regions = viz_region_per_spatial_unit(region2cu, county_shapefiles, PARAMS[\"graphml\"][\"geo_unit_key\"])\n", "final_regions.head()" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "final_regions.plot(column='region', \n", " categorical=True, \n", " cmap='Spectral', \n", " figsize=(18,10),\n", " legend=True, \n", " legend_kwds={'loc': 'lower right'})" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "primary_regions[\"logcount\"] = np.log2(primary_regions[\"nregions\"])\n", "secondary_regions[\"logcount\"] = np.log2(secondary_regions[\"nregions\"])\n", "final_regions[\"logcount\"] = np.log2(final_regions[\"nregions\"])" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "cbfont_size = 14\n", "font_size = 24\n", "size = (12, 16)\n", "wspace = 0\n", "hspace = 0.07\n", "fontfamily = \"TeX Gyre Termes Math\"\n", "_colormap = 'RdYlBu'\n", "edgecolor=\"black\"\n", "null_color='grey'\n", "plt.rcParams.update({'font.size': font_size, 'font.family': fontfamily})" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family ['TeX Gyre Termes Math'] not found. Falling back to DejaVu Sans.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n", "findfont: Font family 'TeX Gyre Termes Math' not found.\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(nrows=2, ncols=2, figsize=size)\n", "for a in axes.flat:\n", " a.set_xticklabels([])\n", " a.set_yticklabels([])\n", " a.set_axis_off()\n", " a.margins(x=0, y=0)\n", "fig.subplots_adjust(wspace=wspace, hspace=hspace)\n", "#fig.suptitle(\"Clusters Per County\")\n", "\n", "vmax = max(primary_regions[\"logcount\"])\n", "vmin = 0\n", "finalvmin = 1\n", "finalvmax = max(final_regions[\"nregions\"])\n", "\n", "axes[0,0] = primary_regions.plot(column='logcount', cmap=_colormap, ax=axes[0,0], edgecolor=edgecolor,\n", " missing_kwds=dict(color=null_color), vmin=vmin, vmax=vmax)\n", "axes[0,0].set_title(\"a) Primary (log scale)\", fontfamily=fontfamily, fontsize=font_size, loc='left') # increase or decrease y as needed\n", "\n", "axes[0,1] = secondary_regions.plot(column='logcount', cmap=_colormap, ax=axes[0,1], edgecolor=edgecolor,\n", " missing_kwds=dict(color=null_color), vmin=vmin, vmax=vmax)\n", "axes[0,1].set_title(\"b) Secondary (log scale)\", fontfamily=fontfamily, fontsize=font_size, loc='left') # increase or decrease y as needed\n", "\n", "axes[1,0] = final_regions.plot(column='logcount', cmap=_colormap, ax=axes[1,0], edgecolor=edgecolor,\n", " missing_kwds=dict(color=null_color), vmin=vmin, vmax=vmax)\n", "axes[1,0].set_title(\"c) Final (log scale)\", fontfamily=fontfamily, fontsize=font_size, loc='left') # increase or decrease y as needed\n", "\n", "#cbar = fig.colorbar(im, ax=axes.ravel().tolist(), shrink=0.95)\n", "\n", "axes[1,1] = final_regions.plot(column='nregions', cmap=_colormap, ax=axes[1,1], edgecolor=edgecolor,\n", " missing_kwds=dict(color=null_color), vmin=finalvmin, vmax=finalvmax)\n", "axes[1,1].set_title(\"d) Final (linear scale)\", fontfamily=fontfamily, fontsize=font_size, loc='left') # increase or decrease y as needed\n", "\n", "caxlog = fig.add_axes([0.05, 0.1, 0.03, 0.8])\n", "smlog = plt.cm.ScalarMappable(cmap=_colormap, norm=plt.Normalize(vmin=vmin, vmax=vmax))\n", "smlog._A = []\n", "ticks = list(range(math.floor(vmin), math.ceil(vmax + 1)))\n", "cbarlog = fig.colorbar(smlog, cax=caxlog, ticks=ticks)\n", "cbarlog.ax.set_yticklabels([f\"$2^{{{x}}}$\" for x in ticks])\n", "cbarlog.set_label(\"times each county is used (log scale)\", labelpad=-70, rotation=270)\n", "# cbarlogax = cbarlog.ax\n", "# cbarlogax.text(-1.5, 2.5,\"log scale\", rotation=90)\n", "\n", "caxlin = fig.add_axes([0.9, 0.1, 0.03, 0.8])\n", "smlin = plt.cm.ScalarMappable(cmap=_colormap, norm=plt.Normalize(vmin=finalvmin, vmax=finalvmax))\n", "smlin._A = []\n", "ticks = list(range(finalvmin, math.ceil(finalvmax + 1)))\n", "cbarlin = fig.colorbar(smlin, cax=caxlin, ticks=ticks)\n", "cbarlin.ax.set_yticklabels([str(x) for x in ticks])\n", "cbarlin.set_label(\"times each county is used (linear scale)\", labelpad=2, rotation=90)\n", "# cbarlinax = cbarlin.ax\n", "# cbarlinax.text(3, 1.45,\"linear scale\", rotation=90)\n", "\n", "fig.savefig(os.path.join(PARAMS[\"region\"][\"dir\"], \"ILClustering.jpg\"), dpi=100, bbox_inches='tight')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that we have broken down our spatial extent into regions, we can calculate travel-time catchments. This can be a VERY time consuming process and requires OSMnx networks, so we recommend using a compute cluster. The steps are as follows:\n", "\n", "* For each region, load and compose (networkx has this functionality) the counties.\n", " * For each hospital in the region, calculate the egocentric network around the nearest OSM node to the hospital. To convert this into a polygon, calculate the convex hull around the nodes." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.8.12" } }, "nbformat": 4, "nbformat_minor": 4 }