{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "![](../docs/banner.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Chapter 1: Introduction to Spatial Data\n", "\n", "**Tomas Beuzen, 2021**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![](img/map.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Chapter Outline\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Chapter Learning Objectives\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- Describe the difference between vector and raster data.\n", "- Load vector data into `geopandas`.\n", "- Plot vector data using the `geopandas` method `.plot()`.\n", "- Wrangle vector data using `geopandas` functions, methods, and attributes like `gpd.sjoin()`, `gpd.clip()`, `.length()`, `.buffer()`, etc.\n", "- Import data from OpenStreetMap using `osmnx`.\n", "- Read raster data with `rasterio`.\n", "- Describe at a high level why coordinate reference systems (CRS) are important and identify the CRS of a `geopandas` object using the `.crs` attribute and reproject it to another CRS using the `.to_crs()` method." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Imports\n", "
" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "import rasterio\n", "import numpy as np\n", "import osmnx as ox\n", "import pandas as pd\n", "import geopandas as gpd\n", "import matplotlib.pyplot as plt\n", "plt.style.use('ggplot')\n", "plt.rcParams.update({'font.size': 16, 'axes.labelweight': 'bold', 'figure.figsize': (6, 6), 'axes.edgecolor': '0.2'})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Introduction to spatial data\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Spatial data (or \"geospatial\" data) are data with location information. When analyzing this data, we are interested in wrangling, plottling, modelling to better understand this spatial dependence. \n", "\n", "To get you excited about geospatial data, here's a cool 3D map of UBC that we'll build together next lecture:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "data": { "text/html": [ "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%html\n", "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The first thing we need to know is that there are two main data formats used to represent spatial data:\n", "1. Vector format\n", "2. Raster format" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Working with vector data\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.1. Vector data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Vector data is an intuitive and common spatial data format and the one we'll focus on most in this chapter. Vector data is simply a collection of discrete locations (`(x, y)` values) called \"vertices\" that define one of three shapes:\n", "1. **Point**: a single `(x, y)` point. Like the location of your house.\n", "2. **Line**: two or more connected `(x, y)` points. Like a road.\n", "3. **Polygon**: three or more `(x, y)` points connected and closed. Like a lake, or the border of a country." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![](img/vector.png)\n", "\n", ">Source: [National Ecological Observatory Network](https://github.com/NEONScience/NEON-Data-Skills)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Vector data is most commonly stored in a \"shapefile\". A shapefile is actually composed of 3 required files with the same prefix (here, `spatial-data`) but different extensions:\n", "1. `spatial-data.shp`: main file that stores records of each shape geometries\n", "2. `spatial-data.shx`: index of how the geometries in the main file relate to one-another\n", "3. `spatial-data.dbf`: attributes of each record\n", "\n", "There are [other optional files](https://desktop.arcgis.com/en/arcmap/10.3/manage-data/shapefiles/shapefile-file-extensions.htm) that may also be part of a shapefile but we won't worry about them for now. Each shapefile can only contain one type of shape. For example, the descriptions for a house (point), a road (line), and a postal code area (polygon) would be stored in three separate shapefiles.\n", "\n", ">There are other file-types for storing vector data too like `geojson`. These files can generally be imported into Python using the same methods and packages we use below." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.2. Geopandas" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Python [geopandas](https://geopandas.org/getting_started/introduction.html) library is the main library we'll be using to work with vector data in Python. It's built off `shapely` (which is *the* Python library for working with geometric objects in Python) and `pandas`. Similar to `pandas`, `geopandas` provides two key classes for spatial data manipulation:\n", "1. `GeoSeries`: just like a `pandas` series but stores geometries like points, lines, polygons (we'll see that shortly)\n", "2. `GeoDataFrame`: just like a `pandas` dataframe with one or more columns of regular series and one or more columns of `geoseries`.\n", "\n", "Along with those classes, we also have a variety of cool geopstial wrangling methods which we'll explore in this chapter. For now, here's a schematic of a `GeoDataFrame`:\n", "\n", "![](img/geopandas.png)\n", "\n", ">Source: [GeoPandas Documentation](https://geopandas.org/getting_started/introduction.html)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We usually import `geopandas` using the alias `gpd`:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "import geopandas as gpd" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.3. Loading data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's take a look at loading in a shapefile to a `GeoDataFrame` now. I downloaded a shapefile of Candian provinces from [statcan](https://www12.statcan.gc.ca/census-recensement/2011/geo/bound-limit/bound-limit-2016-eng.cfm) as a shapefile that looks like this:\n", "\n", "```\n", "provinces\n", "├── provinces.dbf\n", "├── provinces.shp\n", "├── provinces.shx\n", "└── provinces.prj # this contains projection information which I'll dicuss later\n", "```\n", "\n", "We can read that shapefile using `gpd.read_file()`:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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PRUIDPRNAMEPRENAMEPRFNAMEPREABBRPRFABBRgeometry
010Newfoundland and Labrador / Terre-Neuve-et-Lab...Newfoundland and LabradorTerre-Neuve-et-LabradorN.L.T.-N.-L.MULTIPOLYGON (((-57.40256 54.14965, -57.38429 ...
111Prince Edward Island / Île-du-Prince-ÉdouardPrince Edward IslandÎle-du-Prince-ÉdouardP.E.I.Î.-P.-É.MULTIPOLYGON (((-61.98300 46.45775, -61.98136 ...
212Nova Scotia / Nouvelle-ÉcosseNova ScotiaNouvelle-ÉcosseN.S.N.-É.MULTIPOLYGON (((-61.90233 45.87878, -61.90057 ...
313New Brunswick / Nouveau-BrunswickNew BrunswickNouveau-BrunswickN.B.N.-B.MULTIPOLYGON (((-64.80155 47.80365, -64.80155 ...
424Quebec / QuébecQuebecQuébecQue.QcMULTIPOLYGON (((-58.64703 51.20816, -58.63991 ...
535OntarioOntarioOntarioOnt.Ont.MULTIPOLYGON (((-88.86612 56.84777, -88.86838 ...
646ManitobaManitobaManitobaMan.Man.MULTIPOLYGON (((-94.82341 59.99352, -94.82398 ...
747SaskatchewanSaskatchewanSaskatchewanSask.Sask.POLYGON ((-109.63748 60.00005, -109.62498 60.0...
848AlbertaAlbertaAlbertaAlta.Alb.POLYGON ((-110.00001 59.95257, -110.00001 59.9...
959British Columbia / Colombie-BritanniqueBritish ColumbiaColombie-BritanniqueB.C.C.-B.MULTIPOLYGON (((-135.40000 60.00006, -135.3875...
1060YukonYukonYukonY.T.YnMULTIPOLYGON (((-136.46988 68.86889, -136.4686...
1161Northwest Territories / Territoires du Nord-OuestNorthwest TerritoriesTerritoires du Nord-OuestN.W.T.T.N.-O.MULTIPOLYGON (((-134.49321 69.70799, -134.4947...
1262NunavutNunavutNunavutNvt.NtMULTIPOLYGON (((-94.65114 72.00040, -94.64164 ...
\n", "
" ], "text/plain": [ " PRUID PRNAME \\\n", "0 10 Newfoundland and Labrador / Terre-Neuve-et-Lab... \n", "1 11 Prince Edward Island / Île-du-Prince-Édouard \n", "2 12 Nova Scotia / Nouvelle-Écosse \n", "3 13 New Brunswick / Nouveau-Brunswick \n", "4 24 Quebec / Québec \n", "5 35 Ontario \n", "6 46 Manitoba \n", "7 47 Saskatchewan \n", "8 48 Alberta \n", "9 59 British Columbia / Colombie-Britannique \n", "10 60 Yukon \n", "11 61 Northwest Territories / Territoires du Nord-Ouest \n", "12 62 Nunavut \n", "\n", " PRENAME PRFNAME PREABBR PRFABBR \\\n", "0 Newfoundland and Labrador Terre-Neuve-et-Labrador N.L. T.-N.-L. \n", "1 Prince Edward Island Île-du-Prince-Édouard P.E.I. Î.-P.-É. \n", "2 Nova Scotia Nouvelle-Écosse N.S. N.-É. \n", "3 New Brunswick Nouveau-Brunswick N.B. N.-B. \n", "4 Quebec Québec Que. Qc \n", "5 Ontario Ontario Ont. Ont. \n", "6 Manitoba Manitoba Man. Man. \n", "7 Saskatchewan Saskatchewan Sask. Sask. \n", "8 Alberta Alberta Alta. Alb. \n", "9 British Columbia Colombie-Britannique B.C. C.-B. \n", "10 Yukon Yukon Y.T. Yn \n", "11 Northwest Territories Territoires du Nord-Ouest N.W.T. T.N.-O. \n", "12 Nunavut Nunavut Nvt. Nt \n", "\n", " geometry \n", "0 MULTIPOLYGON (((-57.40256 54.14965, -57.38429 ... \n", "1 MULTIPOLYGON (((-61.98300 46.45775, -61.98136 ... \n", "2 MULTIPOLYGON (((-61.90233 45.87878, -61.90057 ... \n", "3 MULTIPOLYGON (((-64.80155 47.80365, -64.80155 ... \n", "4 MULTIPOLYGON (((-58.64703 51.20816, -58.63991 ... \n", "5 MULTIPOLYGON (((-88.86612 56.84777, -88.86838 ... \n", "6 MULTIPOLYGON (((-94.82341 59.99352, -94.82398 ... \n", "7 POLYGON ((-109.63748 60.00005, -109.62498 60.0... \n", "8 POLYGON ((-110.00001 59.95257, -110.00001 59.9... \n", "9 MULTIPOLYGON (((-135.40000 60.00006, -135.3875... \n", "10 MULTIPOLYGON (((-136.46988 68.86889, -136.4686... \n", "11 MULTIPOLYGON (((-134.49321 69.70799, -134.4947... \n", "12 MULTIPOLYGON (((-94.65114 72.00040, -94.64164 ... " ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "provinces = gpd.read_file(\"data-spatial/provinces\") # note that I point to the shapefile \"directory\" containg all the individual files\n", "provinces = provinces.to_crs(\"EPSG:4326\") # I'll explain this later, I'm converting to a different coordinate reference system\n", "provinces" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "geopandas.geodataframe.GeoDataFrame" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "type(provinces)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Because `geopandas` is built off `pandas`, our `GeoDataFrame` inherits most of the same functionality as a regular dataframe. For example, let's try the `.info()` method:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "RangeIndex: 13 entries, 0 to 12\n", "Data columns (total 7 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", " 0 PRUID 13 non-null object \n", " 1 PRNAME 13 non-null object \n", " 2 PRENAME 13 non-null object \n", " 3 PRFNAME 13 non-null object \n", " 4 PREABBR 13 non-null object \n", " 5 PRFABBR 13 non-null object \n", " 6 geometry 13 non-null geometry\n", "dtypes: geometry(1), object(6)\n", "memory usage: 856.0+ bytes\n" ] } ], "source": [ "provinces.info()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note we have 5 columns of dtype \"object\" which typically means \"strings\" in `pandas`, and we have our one \"geometry\" column which contains vector data - polygons in this case. Well we have `MULTIPOLYGON`s which just means multiple polygons together, for example British Columbia has a lot of little islands, so to make a boundary of it, we need multiple polygons.\n", "\n", "`geopandas` has built-in plotting functionality (just like `pandas`) which is useful for making quick plots to visualize your data:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "provinces.plot(edgecolor=\"0.2\", figsize=(10, 8))\n", "plt.title(\"Canada Provinces and Territories\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "That looks like Canada to me! We can also index our `GeoDataFrame` just like a regular dataframe:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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PRUIDPRNAMEPRENAMEPRFNAMEPREABBRPRFABBRgeometry
010Newfoundland and Labrador / Terre-Neuve-et-Lab...Newfoundland and LabradorTerre-Neuve-et-LabradorN.L.T.-N.-L.MULTIPOLYGON (((-57.40256 54.14965, -57.38429 ...
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" ], "text/plain": [ " PRUID PRNAME \\\n", "0 10 Newfoundland and Labrador / Terre-Neuve-et-Lab... \n", "\n", " PRENAME PRFNAME PREABBR PRFABBR \\\n", "0 Newfoundland and Labrador Terre-Neuve-et-Labrador N.L. T.-N.-L. \n", "\n", " geometry \n", "0 MULTIPOLYGON (((-57.40256 54.14965, -57.38429 ... " ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "provinces.iloc[[0]]" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "name = provinces.iloc[0][\"PRENAME\"]\n", "provinces.iloc[[0]].plot(edgecolor=\"0.2\", figsize=(10, 8))\n", "plt.title(name);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's filter our dataframe for only British Columbia using the helpful `pandas` method `.query()`:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
PRUIDPRNAMEPRENAMEPRFNAMEPREABBRPRFABBRgeometry
959British Columbia / Colombie-BritanniqueBritish ColumbiaColombie-BritanniqueB.C.C.-B.MULTIPOLYGON (((-135.40000 60.00006, -135.3875...
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" ], "text/plain": [ " PRUID PRNAME PRENAME \\\n", "9 59 British Columbia / Colombie-Britannique British Columbia \n", "\n", " PRFNAME PREABBR PRFABBR \\\n", "9 Colombie-Britannique B.C. C.-B. \n", "\n", " geometry \n", "9 MULTIPOLYGON (((-135.40000 60.00006, -135.3875... " ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "province = \"British Columbia\"\n", "bc = provinces.query(\"PRENAME == @province\").copy()\n", "bc" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let's do some simple manipulation to clean up our dataframe:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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PRENAMEgeometry
0British ColumbiaMULTIPOLYGON (((-135.40000 60.00006, -135.3875...
\n", "
" ], "text/plain": [ " PRENAME geometry\n", "0 British Columbia MULTIPOLYGON (((-135.40000 60.00006, -135.3875..." ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "bc = (bc.loc[:, [\"PRENAME\", \"geometry\"]]\n", " .rename(columns={\"PRNAME\": \"Province\"})\n", " .reset_index(drop=True)\n", " )\n", "bc" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "bc.plot(edgecolor=\"0.2\")\n", "plt.title(\"British Columbia\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.3. Making data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Typically, you'll be loading data from a file like we did above (or using an API as we'll do later in this chapter). But we can also create our own vector data. Let's create some \"points\" for BC's biggest cities in a regular dataframe:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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CityPopulationLatitudeLongitude
0Vancouver226482349.260833-123.113889
1Victoria33569648.428333-123.364722
2Kelowna15195749.888056-119.495556
\n", "
" ], "text/plain": [ " City Population Latitude Longitude\n", "0 Vancouver 2264823 49.260833 -123.113889\n", "1 Victoria 335696 48.428333 -123.364722\n", "2 Kelowna 151957 49.888056 -119.495556" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cities = pd.DataFrame(\n", " {\"City\": [\"Vancouver\", \"Victoria\", \"Kelowna\"],\n", " \"Population\": [2_264_823, 335_696, 151_957],\n", " \"Latitude\": [49.260833, 48.428333, 49.888056],\n", " \"Longitude\": [-123.113889, -123.364722, -119.495556],\n", " }\n", ")\n", "cities" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can coerce that data into a `GeoDataFrame` using `gpd.GeoDataFrame()` and by using the function `gpd.points_from_xy()` to change our \"Latitude\" and \"Longitude\" columns to geometries:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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CityPopulationLatitudeLongitudegeometry
0Vancouver226482349.260833-123.113889POINT (-123.11389 49.26083)
1Victoria33569648.428333-123.364722POINT (-123.36472 48.42833)
2Kelowna15195749.888056-119.495556POINT (-119.49556 49.88806)
\n", "
" ], "text/plain": [ " City Population Latitude Longitude geometry\n", "0 Vancouver 2264823 49.260833 -123.113889 POINT (-123.11389 49.26083)\n", "1 Victoria 335696 48.428333 -123.364722 POINT (-123.36472 48.42833)\n", "2 Kelowna 151957 49.888056 -119.495556 POINT (-119.49556 49.88806)" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cities = gpd.GeoDataFrame(cities,\n", " crs=\"EPSG:4326\", # I'll talk about this later\n", " geometry=gpd.points_from_xy(cities[\"Longitude\"], cities[\"Latitude\"]))\n", "cities" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's plot those points on our map:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = bc.plot(edgecolor=\"0.2\")\n", "cities.plot(ax=ax, markersize=180, edgecolor=\"0.2\")\n", "plt.title(\"Big cities in B.C.\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.4. Loading from Open Street Map" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So we can read vector data from a file and we can create our own, but let's see what real power feels like!\n", "\n", "![](img/real-power.gif)\n", "\n", "Often it will be helpful to obtain data from an online source using an API. The most relevant \"online source\" here is [OpenStreetMap (OSM)](https://www.openstreetmap.org/), which is like the Wikipedia of geospatial data (think world map, road networks, bike networks, buidling heights, sandy coastlines, you name it). There are plenty of Python APIs for getting data from OSM but by far the best I've come across is [osmnx](https://github.com/gboeing/osmnx/tree/master):\n", "\n", "```console\n", "conda install -c conda-forge osmnx\n", "```\n", "\n", "`osmnx` provides an easy-to-use API to query OSM data. I usually import it with the alias `ox`. Let's get a polygon of Vancouver now using the function `ox.geocode_to_gdf()`:\n", "\n", ">By default `osmnx` caches responses locally in a folder `cache` so that you can quickly access data again without needing to call the API. You can turn this behaviour off if you wish." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import osmnx as ox\n", "\n", "vancouver = ox.geocode_to_gdf(\"Vancouver, Canada\")\n", "vancouver.plot(edgecolor=\"0.2\")\n", "plt.title(\"Vancouver\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It's certainly Vancouver, but it looks a bit blocky. It might be a bit low resolution, or someone just decided this was the best way to encapsulate \"Vancouver\" on OSM. Either way, let's use this polygon to \"clip\" a section of our higher-resolution provinces data which we downloaded earlier (and which is the official shapefile downloaded from [statcan](https://www12.statcan.gc.ca/census-recensement/2011/geo/bound-limit/bound-limit-2016-eng.cfm)).\n", "\n", "This is the first geometric wrangling operation we'll see. I'll show some more later, but think of \"clipping\" as passing a top layer of cookie dough (the map above), over a bottom layer cookiecutter (our high-resolution provinces data) to get a shape out:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "van_bc = gpd.clip(bc, vancouver)\n", "van_bc.plot(edgecolor=\"0.2\")\n", "plt.title(\"Vancouver\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "That looks better! Now we can clearly see Stanley Park at the top of the plot! Speaking of which, let's get a polygon of Stanley Park:" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "stanley_park = ox.geocode_to_gdf(\"Stanley Park, Vancouver\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And plot it on our map:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = van_bc.plot(edgecolor=\"0.2\")\n", "stanley_park.plot(ax=ax, edgecolor=\"0.2\", color=\"tomato\")\n", "plt.title(\"Stanley Park\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Okay let's do one last cool thing! Let's use `osmnx` to get the bicycle network within Stanley Park! We can get networks like road, rail, bike, etc., using the function `ox.graph_from_place()`:" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "bike_network = ox.graph_from_place(\"Stanley Park, Vancouver\",\n", " network_type=\"bike\")\n", "bike_network" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you can see, this returns a different object, a [networkx](https://networkx.org/) `MultiDiGraph` which is a structure for holding network/graph-like objects such as road networks. We're not interested in graph operations, we are just interested in geometries, so we'll convert this to a `GeoDataFrame` using the function `ox.graph_to_gdfs()`:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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namelengthbridgegeometry
0Stanley Park Causeway165.216yesLINESTRING (-123.13719 49.29767, -123.13718 49...
1Stanley Park Causeway62.901NaNLINESTRING (-123.13719 49.29767, -123.13741 49...
2NaN8.066NaNLINESTRING (-123.13211 49.29737, -123.13212 49...
3Stanley Park Drive80.558NaNLINESTRING (-123.13211 49.29737, -123.13204 49...
4NaN91.001NaNLINESTRING (-123.13211 49.29737, -123.13212 49...
...............
361NaN12.670NaNLINESTRING (-123.12854 49.29693, -123.12863 49...
362NaN44.325NaNLINESTRING (-123.12854 49.29693, -123.12869 49...
363Stanley Park Drive3.339NaNLINESTRING (-123.14577 49.29042, -123.14572 49...
364Park Lane29.437NaNLINESTRING (-123.14668 49.29078, -123.14658 49...
365Stanley Park Drive48.880NaNLINESTRING (-123.14668 49.29078, -123.14670 49...
\n", "

366 rows × 4 columns

\n", "
" ], "text/plain": [ " name length bridge \\\n", "0 Stanley Park Causeway 165.216 yes \n", "1 Stanley Park Causeway 62.901 NaN \n", "2 NaN 8.066 NaN \n", "3 Stanley Park Drive 80.558 NaN \n", "4 NaN 91.001 NaN \n", ".. ... ... ... \n", "361 NaN 12.670 NaN \n", "362 NaN 44.325 NaN \n", "363 Stanley Park Drive 3.339 NaN \n", "364 Park Lane 29.437 NaN \n", "365 Stanley Park Drive 48.880 NaN \n", "\n", " geometry \n", "0 LINESTRING (-123.13719 49.29767, -123.13718 49... \n", "1 LINESTRING (-123.13719 49.29767, -123.13741 49... \n", "2 LINESTRING (-123.13211 49.29737, -123.13212 49... \n", "3 LINESTRING (-123.13211 49.29737, -123.13204 49... \n", "4 LINESTRING (-123.13211 49.29737, -123.13212 49... \n", ".. ... \n", "361 LINESTRING (-123.12854 49.29693, -123.12863 49... \n", "362 LINESTRING (-123.12854 49.29693, -123.12869 49... \n", "363 LINESTRING (-123.14577 49.29042, -123.14572 49... \n", "364 LINESTRING (-123.14668 49.29078, -123.14658 49... \n", "365 LINESTRING (-123.14668 49.29078, -123.14670 49... \n", "\n", "[366 rows x 4 columns]" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "bike_network = (ox.graph_to_gdfs(bike_network, nodes=False)\n", " .reset_index(drop=True)\n", " .loc[:, [\"name\", \"length\", \"bridge\", \"geometry\"]]\n", " )\n", "bike_network" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's plot this bike network on Stanley Park!" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = stanley_park.plot(edgecolor=\"0.2\")\n", "bike_network.plot(ax=ax, edgecolor=\"0.2\", color=\"tomato\")\n", "plt.title(\"Stanley Park Cycling\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Amazing stuff!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.5. Basic wrangling" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So we did some cool mapping and data manipulation above, but what's it all for? Why would you want to do any of this? Well we can now start calculating and manipulating this spatial data to answer questions. Let's answer some now." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Question 1: What is the total length of bike lanes in Stanley Park?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Well, our `GeoDataFrame` actually already has this information, it came for free from our original `ox.graph_from_place()` function and is in the \"length\" column:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total bike lane length: 58km\n" ] } ], "source": [ "total_length = bike_network[\"length\"].sum() # total length in m\n", "print(f\"Total bike lane length: {total_length / 1000:.0f}km\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "But even if we didn't have this column, we could still calculate lengths based on our line geometries and the `.length` attribute:" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 LINESTRING (-123.13719 49.29767, -123.13718 49...\n", "1 LINESTRING (-123.13719 49.29767, -123.13741 49...\n", "2 LINESTRING (-123.13211 49.29737, -123.13212 49...\n", "3 LINESTRING (-123.13211 49.29737, -123.13204 49...\n", "4 LINESTRING (-123.13211 49.29737, -123.13212 49...\n", " ... \n", "361 LINESTRING (-123.12854 49.29693, -123.12863 49...\n", "362 LINESTRING (-123.12854 49.29693, -123.12869 49...\n", "363 LINESTRING (-123.14577 49.29042, -123.14572 49...\n", "364 LINESTRING (-123.14668 49.29078, -123.14658 49...\n", "365 LINESTRING (-123.14668 49.29078, -123.14670 49...\n", "Name: geometry, Length: 366, dtype: geometry" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "bike_network[\"geometry\"]" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/miniconda3/envs/mds574/lib/python3.7/site-packages/ipykernel_launcher.py:1: UserWarning: Geometry is in a geographic CRS. Results from 'length' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.\n", "\n", " \"\"\"Entry point for launching an IPython kernel.\n" ] }, { "data": { "text/plain": [ "0 0.001653\n", "1 0.000751\n", "2 0.000073\n", "3 0.001029\n", "4 0.001151\n", " ... \n", "361 0.000133\n", "362 0.000477\n", "363 0.000044\n", "364 0.000393\n", "365 0.000628\n", "Length: 366, dtype: float64" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "bike_network[\"geometry\"].length" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "What's that warning? More on that a bit later, but it's telling us that our coordinate system has units of degrees - not linear units like meters which would be better for calculating distances. I'm going to convert my geometries to a coordinate systems based on linear units (meters). I'll specify the projection \"EPSG:3347\" (Lambert projection) which is the one used by [statcan](https://www150.statcan.gc.ca/n1/pub/92-195-x/2011001/other-autre/mapproj-projcarte/m-c-eng.htm):" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 165.142206\n", "1 62.941716\n", "2 8.058879\n", "3 80.655282\n", "4 91.110800\n", " ... \n", "361 12.667118\n", "362 44.326065\n", "363 3.343832\n", "364 29.484229\n", "365 48.942512\n", "Length: 366, dtype: float64" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "bike_network = bike_network.to_crs(\"EPSG:3347\")\n", "bike_network[\"geometry\"].length" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total bike lane length: 58km\n" ] } ], "source": [ "total_length = bike_network[\"geometry\"].length.sum()\n", "print(f\"Total bike lane length: {total_length / 1000:.0f}km\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The same as we got before! Nice!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Question 2: What percentage of the area of Stanley Park is bike lanes?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is a tougher one! First let's calculate the \"area\" of our bike lanes. We need to make an assumption about the width of our lanes. This [City of Vancouver planning document](https://vancouver.ca/files/cov/protected-bike-lane-catalogue-part-2-two-way-lanes-and-pathways.pdf) suggests the bike lanes around Stanley Park are about 3m so let's go with that.\n", "\n", "I'm going to use the `.buffer()` method to turn the lines of my bike network into polygons with a specified width (3m in our cases). Because my `bike_network` data is in linear meters units now (remember, I changed the projection), I'm also going to convert our Stanley Park map to that projection (\"EPSG:3347\"):" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "stanley_park = stanley_park.to_crs(\"EPSG:3347\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's \"buffer\" our bike lanes to be me 3m wide polygons. \"Buffer\" just mean to add some area around the object:\n", "\n", "![](img/buffer.png)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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namelengthbridgegeometry
0Stanley Park Causeway165.216yesPOLYGON ((4018562.106 2009363.283, 4018563.601...
1Stanley Park Causeway62.901NaNPOLYGON ((4018554.879 2009389.952, 4018550.455...
2NaN8.066NaNPOLYGON ((4018874.157 2009173.346, 4018874.220...
3Stanley Park Drive80.558NaNPOLYGON ((4018877.663 2009164.604, 4018883.832...
4NaN91.001NaNPOLYGON ((4018870.301 2009159.558, 4018867.565...
...............
361NaN12.670NaNPOLYGON ((4019075.828 2009012.416, 4019075.828...
362NaN44.325NaNPOLYGON ((4019065.791 2008999.105, 4019063.426...
363Stanley Park Drive3.339NaNPOLYGON ((4017636.250 2008950.892, 4017636.334...
364Park Lane29.437NaNPOLYGON ((4017601.662 2009019.800, 4017601.738...
365Stanley Park Drive48.880NaNPOLYGON ((4017591.429 2009020.028, 4017591.421...
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366 rows × 4 columns

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" ], "text/plain": [ " name length bridge \\\n", "0 Stanley Park Causeway 165.216 yes \n", "1 Stanley Park Causeway 62.901 NaN \n", "2 NaN 8.066 NaN \n", "3 Stanley Park Drive 80.558 NaN \n", "4 NaN 91.001 NaN \n", ".. ... ... ... \n", "361 NaN 12.670 NaN \n", "362 NaN 44.325 NaN \n", "363 Stanley Park Drive 3.339 NaN \n", "364 Park Lane 29.437 NaN \n", "365 Stanley Park Drive 48.880 NaN \n", "\n", " geometry \n", "0 POLYGON ((4018562.106 2009363.283, 4018563.601... \n", "1 POLYGON ((4018554.879 2009389.952, 4018550.455... \n", "2 POLYGON ((4018874.157 2009173.346, 4018874.220... \n", "3 POLYGON ((4018877.663 2009164.604, 4018883.832... \n", "4 POLYGON ((4018870.301 2009159.558, 4018867.565... \n", ".. ... \n", "361 POLYGON ((4019075.828 2009012.416, 4019075.828... \n", "362 POLYGON ((4019065.791 2008999.105, 4019063.426... \n", "363 POLYGON ((4017636.250 2008950.892, 4017636.334... \n", "364 POLYGON ((4017601.662 2009019.800, 4017601.738... \n", "365 POLYGON ((4017591.429 2009020.028, 4017591.421... \n", "\n", "[366 rows x 4 columns]" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "width = 3 # desired with of bike lanes in meters\n", "bike_network[\"geometry\"] = bike_network.buffer(distance=width / 2) # note that we provide distance as a radius (half the desired width)\n", "bike_network" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = stanley_park.plot(edgecolor=\"0.2\")\n", "bike_network.plot(ax=ax, edgecolor=\"tomato\")\n", "plt.title(\"Stanley Park Cycling\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can calculate the area using the `.area` attribute. Note that `geopandas` is smart enough to know that you probably want to calculate these spatial attributes on the `geometry` column, so you don't actually have to index that particular column (if you have multiple geometry columns, then you can choose which one is \"active\" and acted on by default using the `.set_geometry()` method):" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Bike path area: 177968 m2\n" ] } ], "source": [ "bike_network_area = bike_network.area.sum()\n", "print(f\"Bike path area: {bike_network_area:.0f} m2\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you think about it, that should be roughly similar to if we just multiplied our `total_length` from \"Question 1\" by 3 (the width of the bike paths):" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "175429.60863417128" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "total_length * 3" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Well that's a nice sanity check! Now we just need the area of Stanley Park and we can calculate our ratio:" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "4.45% of Stanley Park is bike paths.\n" ] } ], "source": [ "stanley_park_area = stanley_park.area\n", "print(f\"{bike_network_area / stanley_park_area[0] * 100:.2f}% of Stanley Park is bike paths.\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Question 3: What FSA in Vancouver has the most bike lanes (by length)?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "An FSA is a \"forward sortation area\", basically a group of postcodes that all start with the same first 3 letters. So to answer this question, we need two things:\n", "1. FSA polygons (available on [statcan here](https://www12.statcan.gc.ca/census-recensement/2011/geo/bound-limit/bound-limit-2016-eng.cfm))\n", "2. The bike network for all of Vancouver\n", "\n", "I have already downloaded the above shapefile of FSAs for all of Canada. We'll load it in and then clip it using our Vancouver polygon:" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [], "source": [ "fsa = gpd.read_file(\"data-spatial/fsa\")\n", "fsa = fsa.to_crs(\"EPSG:4326\")\n", "van_fsa = gpd.clip(fsa, vancouver)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's get the Vancouver bike network using `osmnx`:" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "van_bike_network = ox.graph_from_place(\"Vancouver\", network_type=\"bike\")\n", "van_bike_network = (ox.graph_to_gdfs(van_bike_network, nodes=False)\n", " .reset_index(drop=True)\n", " .loc[:, [\"name\", \"length\", \"bridge\", \"geometry\"]]\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's take a look at our data so far:" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = van_fsa.plot(edgecolor=\"0.2\")\n", "van_bike_network.plot(ax=ax, edgecolor=\"tomato\", linewidth=0.5)\n", "plt.title(\"Vancouver Cycling\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Okay so how do we work out the total length of bike lanes in each FSA? We need to do a spatial join, which joins two geometries based on their locations. In the plot below, we'll join the column of the dark dot to the column(s) of the grey polygon because the dark dot is contained within the spatial region of the polygon.\n", "\n", "![](img/spatial-join.png)\n", "\n", ">Source: [GISGeography](https://gisgeography.com/spatial-join/).\n", "\n", "We can do a spatial join with `gpd.sjoin()` (it's just like joining in base `pandas`). There are different options for the argument `op` which allow you how to control the join. Below I'll specify \"contain\", meaning I only want to join when a bike lane is fully contained within an FSA (you can read more about `op` in the [documentation](https://geopandas.org/docs/user_guide/mergingdata.html#sjoin-arguments));" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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CFSAUIDPRUIDPRNAMEgeometryindex_rightnamelengthbridge
1386V5Z59British Columbia / Colombie-BritanniquePOLYGON ((-123.11483 49.26939, -123.11482 49.2...14683West 49th Avenue113.479NaN
1386V5Z59British Columbia / Colombie-BritanniquePOLYGON ((-123.11483 49.26939, -123.11482 49.2...11256West 49th Avenue113.479NaN
1386V5Z59British Columbia / Colombie-BritanniquePOLYGON ((-123.11483 49.26939, -123.11482 49.2...11211West 49th Avenue115.184NaN
1386V5Z59British Columbia / Colombie-BritanniquePOLYGON ((-123.11483 49.26939, -123.11482 49.2...11257West 49th Avenue115.184NaN
1386V5Z59British Columbia / Colombie-BritanniquePOLYGON ((-123.11483 49.26939, -123.11482 49.2...11214Fremlin Street51.729NaN
...........................
1615V6R59British Columbia / Colombie-BritanniquePOLYGON ((-123.21376 49.27669, -123.21346 49.2...48960NaN221.171NaN
1615V6R59British Columbia / Colombie-BritanniquePOLYGON ((-123.21376 49.27669, -123.21346 49.2...48957NaN105.284NaN
1615V6R59British Columbia / Colombie-BritanniquePOLYGON ((-123.21376 49.27669, -123.21346 49.2...54169NaN105.284NaN
1615V6R59British Columbia / Colombie-BritanniquePOLYGON ((-123.21376 49.27669, -123.21346 49.2...40455NaN292.839NaN
1615V6R59British Columbia / Colombie-BritanniquePOLYGON ((-123.21376 49.27669, -123.21346 49.2...1231NaN292.839NaN
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57907 rows × 8 columns

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" ], "text/plain": [ " CFSAUID PRUID PRNAME \\\n", "1386 V5Z 59 British Columbia / Colombie-Britannique \n", "1386 V5Z 59 British Columbia / Colombie-Britannique \n", "1386 V5Z 59 British Columbia / Colombie-Britannique \n", "1386 V5Z 59 British Columbia / Colombie-Britannique \n", "1386 V5Z 59 British Columbia / Colombie-Britannique \n", "... ... ... ... \n", "1615 V6R 59 British Columbia / Colombie-Britannique \n", "1615 V6R 59 British Columbia / Colombie-Britannique \n", "1615 V6R 59 British Columbia / Colombie-Britannique \n", "1615 V6R 59 British Columbia / Colombie-Britannique \n", "1615 V6R 59 British Columbia / Colombie-Britannique \n", "\n", " geometry index_right \\\n", "1386 POLYGON ((-123.11483 49.26939, -123.11482 49.2... 14683 \n", "1386 POLYGON ((-123.11483 49.26939, -123.11482 49.2... 11256 \n", "1386 POLYGON ((-123.11483 49.26939, -123.11482 49.2... 11211 \n", "1386 POLYGON ((-123.11483 49.26939, -123.11482 49.2... 11257 \n", "1386 POLYGON ((-123.11483 49.26939, -123.11482 49.2... 11214 \n", "... ... ... \n", "1615 POLYGON ((-123.21376 49.27669, -123.21346 49.2... 48960 \n", "1615 POLYGON ((-123.21376 49.27669, -123.21346 49.2... 48957 \n", "1615 POLYGON ((-123.21376 49.27669, -123.21346 49.2... 54169 \n", "1615 POLYGON ((-123.21376 49.27669, -123.21346 49.2... 40455 \n", "1615 POLYGON ((-123.21376 49.27669, -123.21346 49.2... 1231 \n", "\n", " name length bridge \n", "1386 West 49th Avenue 113.479 NaN \n", "1386 West 49th Avenue 113.479 NaN \n", "1386 West 49th Avenue 115.184 NaN \n", "1386 West 49th Avenue 115.184 NaN \n", "1386 Fremlin Street 51.729 NaN \n", "... ... ... ... \n", "1615 NaN 221.171 NaN \n", "1615 NaN 105.284 NaN \n", "1615 NaN 105.284 NaN \n", "1615 NaN 292.839 NaN \n", "1615 NaN 292.839 NaN \n", "\n", "[57907 rows x 8 columns]" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "joined_data = gpd.sjoin(van_fsa, van_bike_network, how=\"inner\", op=\"contains\")\n", "joined_data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we just need to `.groupby()`:" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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length
CFSAUID
V6P348095.253
V5R281367.666
V5X264815.800
V5S259047.140
V5K245773.116
\n", "
" ], "text/plain": [ " length\n", "CFSAUID \n", "V6P 348095.253\n", "V5R 281367.666\n", "V5X 264815.800\n", "V5S 259047.140\n", "V5K 245773.116" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], "source": [ "(joined_data[[\"CFSAUID\", \"length\"]].groupby(by=\"CFSAUID\")\n", " .sum()\n", " .sort_values(\"length\", ascending=False)\n", " .head()\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see that \"V6P\" has the largest length of bike lanes, what FSA is that?" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = van_fsa.plot(edgecolor=\"0.2\")\n", "van_fsa.query(\"CFSAUID == 'V6P'\").plot(ax=ax, edgecolor=\"0.2\", color=\"tomato\")\n", "plt.title(\"FSA with most bike lane length\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Looks good to me!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Working with raster data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Unlike vector data (geometric objects: like points, lines, polygons), raster data is a matrix of values of \"pixels\" (also called \"cells\"). Each cell represents a small area and contains a value representing some information:\n", "\n", "![](img/raster.png)\n", "\n", ">Source: [National Ecological Observatory Network](https://github.com/NEONScience/NEON-Data-Skills).\n", "\n", "Raster data is like digital image data you look at on your computer, except that now, each pixel represents a spatial region. The \"resolution\" of a raster is the area that each pixel represents. A 1 meter resolution raster means that each pixel represents a 1 m x 1 m area on the ground. However, when we say \"high resolution\" we often mean, a low value of resolution for each pixel, i.e., 1 meter resolution is higher than 8 meter resolution as exmplified by the image below:\n", "\n", "![](img/raster-resolution.png)\n", "\n", ">Source: [National Ecological Observatory Network](https://github.com/NEONScience/NEON-Data-Skills).\n", "\n", "Like vector data, there are different file formats for storing raster data. The most common is GeoTIFF (`.tif`), which is essentially an image file with georeferencing information embedded within it. Raster data is used for a variety of problems, common examples include satellite imagery and digital elevation models. Those things are gettings a bit outside the scope of this course but let's briefly look at some raster data below. The core packge for working with raster data in Python is [rasterio](https://rasterio.readthedocs.io/en/latest/index.html)." ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [], "source": [ "import rasterio" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "I have a satellite image raster file of part of UBC in my data folder which I downloaded from the [Abacus Data Network](https://abacus.library.ubc.ca/dataset.xhtml?persistentId=hdl:11272.1/AB2/6PFOWL). Let's load it in with `rasterio`:" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [], "source": [ "dataset = rasterio.open(\"tif/ubc-481E_5456N/481E_5456N.tif\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can start to investigate things like the width and height (in pixels/cells) of the raster:" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Width: 10000 pixels\n", "Height: 10000 pixels\n" ] } ], "source": [ "print(f\"Width: {dataset.width} pixels\")\n", "print(f\"Height: {dataset.height} pixels\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Raster data often have \"bands\" representing different information (for example, a colour image usually has red, green, and blue bands). This particular satellite image has 4 bands (in order: red, blue, green, infrared):" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "4" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset.count" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We could import the first band as a numpy array using:" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[ 70, 67, 52, ..., 88, 86, 85],\n", " [ 64, 60, 53, ..., 89, 88, 92],\n", " [ 67, 63, 62, ..., 93, 104, 107],\n", " ...,\n", " [ 58, 56, 54, ..., 52, 28, 20],\n", " [ 55, 56, 55, ..., 55, 30, 25],\n", " [ 54, 57, 59, ..., 30, 19, 29]], dtype=uint8)" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" } ], "source": [ "band1 = dataset.read(1)\n", "band1" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "But before importing anymore data, it's helpful to just see the image. First I'm going to \"downsample\" my raster (reduce the resolution by increasing the cell size) to reduce the size of the data and speed things up a bit:" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Scaled shape: (4, 5000, 5000)\n" ] } ], "source": [ "rescale_factor = 0.5\n", "scaled_data = dataset.read(out_shape=(dataset.count, int(dataset.height * rescale_factor),\n", " int(dataset.width * rescale_factor))\n", " )\n", "print(f\"Scaled shape: {scaled_data.shape}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As our data is just numpy array(s), we can plot it with the `matplotlib` function `plt.imshow()`:" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 4, figsize=(12, 4))\n", "cmaps = [\"Reds\", \"Blues\", \"Greens\", \"Purples\"]\n", "bands = [\"Red Band\", \"Blue Band\", \"Green Band\", \"Infrared Band\"]\n", "for band in [0, 1, 2, 3]:\n", " ax[band].imshow(scaled_data[band, :, :], cmap=cmaps[band])\n", " ax[band].set_title(bands[band])\n", " ax[band].axis(\"off\")\n", "plt.tight_layout();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Of course, it looks more realistic using all channels:" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "data": { "image/png": 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IikIqmcTYYxKOxFEkH6vTYmp6F5VSnna7TLFQ5NCh01y5dY2C3SIIBNVGhfFkhliqB8e18YKAVr1DydhmZGwaW4T4+rnblKs1mpZFdb5Dx/KIJ7OcemCKkGkSDyvoIZNMT4pcvgxBQF9fBtdqIYRgc3WFVy9cYmVtk5Fek5ihIiWiqLIgbu48vKqmoCgetnB45Imf4ubNy/zUu34BXdexLYt6Ic8LL7yC5zSREKRiYXA9rI7N7iNHSAwO02g1CYVCGIaJLPnIoRBW12JpYZHtfBFdgcmpScxIDEmSCIRABAGPPvE2Vuauo4ajXPr6nyNZHoqkg+hy5doNBBCORNg9OcrEaAYIiMXjWLZLo9nm7kqJx88ME47GadWb1NttJFUhbIawnC6mIdG2YWJoim7TIZYIsL06ciCTCJt0fcgXKuS2i0yPZPDaFoasocguasjkbU+cpFCqUK62Ge5NoysCp1XFVWQku0PThmw8TDgd/+FHPI4LG8UOa/kOIV2mVPfwBYQ0jZCiIkkBczc7xA2VZFjHCGvUmx2S8RgTI31cupyn0W2RD9cZzkRA1RjtzZCvbpCKu/RlI3ieS65oI6QQaDIEAWMDGU7PDpE0NQI/QFEkQkaUheImuhlDkgqMZEfp2D7bzTylSovVzYDAk1HlEApgdRw8fFRFpa9nkFg4iinprOZKtLstHFenVF+n3cmhKgpJbQCr6jM+00P/rmka/hwIh2rTxQ00oqaGJukoRoiekMD3fVIRDctysX0Jz7LQ8AhpIYQsyFdckgmZvrRGNpEmEY5iGiEqpTKe6yGrKssbOUJKFF1TSMdNclsFBHDs6GEsdyelxMLtixw68QipZJR8bhO/WCQeNSg1HN705FlOnzyILCu4nseLF28ykEmzf2qEu3cXKBsGw4MDhM0dARrtT9Otlkn29OyMzE6dpr1+hZvGEjfuLLF7oo8bc6vEYiEmBlLIEmxsbzI8FKNea2K7BtPTg0SiYaJhnYs3V9m/dx99mRST470oqkq30yYUMrBtHxEECM9FTyQRwsEwTDJ9g9y5XkBZuEX/YD+njpzk6ZfP0XW6lOtVIsVNdu06gN3tsLq6zr4D+zh4+Ai5rRWe+dYL5IoFbFcQCAiHDBRNY3ZyhLX1LXp7MxBECEeiCN8nEQvTandQZDA1jeW7NynX11nbquMLkBWVRCyMkGUS0RAygrBh4vg2hqlz6OjDuJ7Lrl376Ha7bK0vsXr3JpVKjWLDYrwvhhEN4ToBmcld7Dt+AiMaZWFhAVmW2TUziywrO8LieySSCZKJCM1Gnf7+PlTdoN3uEjIMhPBBAsMAX5ap1yrowqcnmSKZ1Cg0SixvNJFUjUceOoqhBHRaDSLxJK5tAyo9qSSB5yGETCKuAZDpTVPcWMFqtXHcAFmPYklRjuzZx7e+8RUiYQmnC5pukMwOYNdsurUWjm2zXdIZzGZoNmvIoTTxsIYejjCoqQynq3QsB8sRO/efZWO7gnhUI5A9BD84x9EPFJ6OHBASgAROIDHUG6LecQmHFHwcZFsmIqsISUboEpl4GlUzWNvM0Wx2ODDdx5W7TcyowFUD4pletvI5KlWJUk3Cc6DRhpVtQYDEYDLKial+YqZOSJOwXQ8QNNwuRStPrMfGbvbQtjy8whIrOY9CCVrdnYvtej6B7+O4HtlUkgeP7SYRC6OpMslYmIhpICqCgVQ/VquELCQ0SUbgEMsmCWsx7t2bZ3pqkuPHj7CxuYWbq5JN9BDWfHRFIBHguAFmJkQqpBIEPr4PruMTi4dRNBnDMOntManVPUIxgdVukEnGCYRPoVKHQMIVAZLrYoYVLMvBdwQ+BroZYnk1R1iVWFrbRMKhlFshOzDCiaMHsNs1Ngp5XN9jbmGZh8+cwA8CWs0m40NZSttFStt5hocGqdcbdC2LQqnKhYvX6XQtIrrGT7z7rSBBNJZg1Yowu6uPF6+sEU30UNze2SwpyQqzk/0kIhoYCTLxLneXKiR7B0iaoClwYlcaOWzSbHfJb+fJZjLYloXvdnDtLl0nIGTGcB0bzdAJ6QrTu2aolEvUi0XyGxtMjO2hf+4GG4USbatNsVpiqN0ilclQ2M4jIbFw+yq3bl3m3koV2wHdMDlycC8jowO8/PJVms0Oj5w9RSqVpN1uo8kB3a6NJEvEwgabi3Msr8/RDVpAQDyu0rUFcshHUqA/m0YIH893KLQrzEzvZnbvUZBVfM8jv1Xizo0r2M0KIU2mP2US1mR82yYyOMzBB86gmSaqorCxepfqxhxWOcHkxCSybpIvlmg1G6RTafr6+xkcHUUPmSiqgaooSLKMCASIgFqtzvTuw3z6438EAeTadSptm7Hpae6trZCOxrDbdSqdDtn+AVwfLNtCklV8q000Eqbb7uDZMp7VwfY0UtleYvEEZjSOIkt0OhaaKvHo44+ztrJEp9Ygmkix79gpFhaXWfjG87i2TTYVJTs8hbvUYWB6mHa9TqlWQ7LaeIGLJIMkQddykQObvpSJjIzjCrpd+4cXnqSpkk0ZZBMGmqrQk4xRb1oUShZzK00GYyGiYYWW57O43kRTs6SyNpqmMzOapl3pMJI1QciEVBNJVunaNoWqhePJXLpj0XF84pEwD+8dYDARwvYFMgFBINGxHG6vbxHrF/SkoVYEx9mk1xzl6Vcu0er4BAIkZAgkAht8AQ8e38/MaIZSqcZ6tU5/X4p0MkaxVSMRMRCux0RvCstxiJsRkpkBpif3k88XaLfXCAJBLJkk2uiQaHvsmxllcXERKwA/6BKJqASBi+0EhAydar1FNhWl3elSrjYYGhijN5NCCzVp1R26gcu9pVXMsEYg2UhSQNfyiWo64bBONBqmJ2kiCdBUjUsXLjGVCtFutgnH4hQ25tGNEKFwlB/7sbfz6c/+OYNKlmK5xvLqBkgyw4NZysUyyUSCbtdC1TQsH25cn8dqt/Bcl0gkzMDQAJ1WGzfwicUijM/s4cKVOUKGyqtX73Bweohao01/bwLDMMgkI6y3mmg9GXS9yeXr93jqod2oSoDuWxS2V9DDcdqhBFBia7tAqqeX4eFBgnoD12qDZyH8MJVijsGhEQYGBwnhUC+uEo7FOHX4Abae+QqBENiuRX57lf7BSYbHxqhXCkRHxxByQDissu/AQQ4d3I0qC2RV5W1vfYSwruB4AbVqhWTMRNEjtJpNFu/eIZ9fQQvbtGwLU1eJaDo9Azpt20fXFQxdQ1dlJEUlGuvl5NReUske/MCnVqpy88olkprLeEpn01GQhKBYqNM3Msyeoydpux5GJIqqaTz/9F+yXc5xfO9xhkbHyReLzC+us5UvoSoy73rbE0zs3kerVafdtgiZYZAkttaW6XTazOw9hOd16bRbZPqHuHRthWrJI5OOkMu30TWVwWycpXvzqHqI0YkpVFXFcV1kScFVZVRNoVouEEmlEYEgGU+g6wbhSJhoYifdimG6uK6DF0B2eBctM08klWFlZZ7VlQW6TgMhBJVKGTNqEihhuq0Ouq4TDXlsrOcZHBgkV6/jui5xQ0ELh1EVjcHhEUrlGoVC8YcXHscW+I6EpqiM9CXYzNUwTY2+njCaAfWqQ9cPUCQFxZOpNT02ckUy6Rj9mQRNKiTjI7QslVQ8RavTJhmLM5BtIjd82pbDwwdHGUuFCQIf2/Mollt4QtD22lTqZXRTJ2xEqBTbNJpdau02gdxDp6nguj4oMpIEgevT35Pm8P4psskI+UIFx/UYGeklEjHYyi8idI/hdIJMRCURjtKfMUll+0kkM3ieoG9ghJ5MH5qmgyRjhgzMkI4iJQiHozRaDZodCySDxFiUjmURBAGO0yKQXAKhYRoq7VadpBEjpEvku3V8H9ptD9f1iEUkGi2fgVSEZtdFwiIe7UFGwnZdtgsl1gtlpE4YRVPZbm7x9t2n8LpN9EgczYzwnve8j7/55svMNZt85Zsv8NPvejOyJDE8PMjW5jaHj+wHSXDp9jxdy2FsqI+eVJyhoUHSqTh2p4UnZBRZIRKLMzE1Te3Gbbq2jRyKQKeNCAIsq4vrBQyFNW6t5nAdC9d1WSvZNCsFxnuj9MXDRBMJtkt18pUGmZ40fQP9JNM95Is1Ll69xpHZMRr1GulsD81GhcnpGW42a8heFU2RmNp1kL4rL7ORL9HstCjXywyPztA3OMjcjRzra2tkMr00O0XOnDmBjI/v2qi6QaNWx/E0AscibmpUq1WW710jl1+hZdeQdYgqCr4AzxXopk5I15AUnYgRxvN9+nozZAenSPT0goBGtc61S6/SKOVJx01UTaNSadJotBkcGmb2gUdIZLI7/68b16gV1zn50JNMTO/n2ImHcX2Nl6/cZnO7TMdy6OlJsXvfHi5dusaJk8dQVRVV1fA9n0AKyPQO4vsenh/gOC7b21uMjk2Qy20wkFUJmya3bt+hry/LyuoWiXSWdLYXhKBUqtDT24fvdJEVBQmoVaoEioFjdygUlvAFHD90FMsFPxCEQwa+5+ELiXK1iefD6u1XKTcLKEIjEpbp2h6lRoVbt+8Si8fo1Cr0DA5iui5SOMnoyADJTIxyuYIsBSi6zt7Z/WxurdKoV3j15voPLzyIACSBpmm0Ow6yIlEot4hGIiRCEbSUzshggvXtMoV8h44TMLe0we15n2wyykiPSjYzzLe+cZWZKY3BwSQEgne+5SHm1sp85m+eYyQTo9u1kdlxmm7X22wWa2i6x+RIjJ60xnaniuv7dB0olFwalXlU1aRreyhCIpWI8sDh3YSNnRWnruXS358lZCh0rAKb+Q3qzTZaTObIvhkCy6cnlUHTVKKxHmQtgqTq+H5Ao9GiUa+STMZJJmLousbtu0uMj45w4/YtQpqMaajYtk0o5KKpOsl4iG4nIMABJBSpjaKFwPNQVEGt5SEL2Co4pOMaiiqTSmXoCotIOE6uUKcnppIrNZFVGQJYbnmcOn6AqNWkWK4RiWiYYpBOp0t//wBvevgoXctlc7uIbTuoikIkbLJr1wQCQbNeoz8VpVQoM7t3DyFdI5uKICQZLZFEQnqtvz4+QSAQIuDazXlOHhinVK7RdR02Cw0Cz6c/G6Pr2xiRFJcvXSOkBAykZ3C7ZVY3yjz8xBM0m01kCebmlkjHIpx7+RL7do3heALT1NAUhWK1QSqdpW9wmLnrW/i3rzJ76lGePPsUn/rSZzB1k5MnH2Fp4QZ7951kZGycK5eu8OiTj7O19TXyuTWGh0dx7QBZgk7XYjzbQ6XQoVpv88zz36BW7aKHJXwRoAkZQYCuqbgSbNe6pKIQNcMoWow9+w+SSmcRkkKjWiO3ssjd27dwHYeJwQye45LbbuFJGkfPPkp2ZBTLdpEVjeUr56DdoGNpiMBnbHIfly5f4fbdZdrdLmYowoOnT7J79zSyLPPC8y/g2BaSooGwaDZbaJqKaYZRDRPXcXBdl1K5iuu57N69n2qlSr1SxHPatC2NVM8IvZkeQiENx7aJR00k4SOEQJYkOpbF7KGDfOOZl9g1M04qOUGtscbd+TXkcIvd0+MUK1VMw6DWaLC+sUYuN4emBngiQFc0VFnGMBTChkaznGOwf4CWY5Nb26BaqeHZNkHgUNjO0ZNOY0ZjtDpd1os15pe3EcKh63o/vPDICkRMGdv2qNbbxOMKihkQMRU6XZ9CuUEyoWNbAR4ythegyC7NloXnuqxu1VBlja4b0LR9FpaLJCI6gVRgbmGVXQMmwvfp2g7FZodcpc7ydglJSOztT6BICt22ICJHqUg1wjFBuC7hdlxkJYQiKzxx+gCZRBhEQKnSxAiFSCVjyFKd3PoSZgTa7Q4WEkd2HWB290kuXLxOcWGTkaFe9KiOoUeQZZlGpczdhVtowied2ouiSCSTcfp604jAZyO3zUZuk3g0jKopuI6GocvomoLteOhqGMd18AX4boChyIRNlXozoNP1iJshND1JX3+aWE+G1uYikmihyB62J1GqtXCQOHXiJA8/8giJeJxqpcI3/+qjPP6Wt+ELFyEU1tZWMQ2d6clRItEYX/ybp/nV/+0D+J5Hs17FD+Dmjdvcu7dCp1GjXbzNhblVzj76FJmeNJIsY9k2N2/c4eLlGzRbLSzXY2R0iCN7RokaGsVihUrDJhmPMzPWj6pI1Gotevv7scub9ERkcttlcnWLfLkO5kU2t4o8dvYkJ48eJpGIsWu8n3QihG6a2LZFYXubsV2zbG6tMjgwRK0ySW5xkVq5yMDgJPvGd7Fn9ijnX3ka33UZb9UYGB6nsLXM9evXyPT08sorL5Lp7UdWVbY2tshke1lZXuPuzasMjY5yZP9+Ll6+QU9PGtVQqbeLRAyVRCRCKhJBVQzKbYupPScYHJ5EkiRkzWDxxiWWF+ZpNpqYoRCygHK5iSxrzBw5AeEIfMcvY0gqsUSSelfgemHe9ORbmZtf4NadRfKFImPjEwwNDzAxPo6qaQTBju/x5AOnOP/KJR44fQJZgUKxhKHr9PepCBEgywogiMdjrCwtUs012c6vYygKZjhNMhZjfCBDPJVgYyNHqVKld2Bgx1Eu74QBCElma32JocEBbMtmY6NAf38WM52g1ba5c/s2axsrpFNJ+vtHyG+vkk5ECQKXcqOJ5/ggCVQJIrpC2IBSqYiuaZTLVdpWm1hCp9RogNnDWqFJfX6deqNOG5tsehRdD9g1lvjhhUcEEhJwb6XMrqkkiZhODIV6s0m+amGYBvWGSzgUIhqJUe4EJGMGbc2g3SkTTwgCx8UMKVSqVWzXJrNrAtd1yBdr7B4bQjNDrK3fpWU5rJdtfBlUycdxBVuFNrIkUep0EKrL+JhOT0amuO3je21643EGYjqKrtJstRkcyCALjzAdVgr3cGQXydeZmtjD1ORR5udz3Ly7xt79B9nKbXFvNcfNtRukElF6ojLCs8kkYhAEIMkoqoGiKPT3Zjh/4TqZdIwg6CWViCIhYRgy3a5NOBLF8x10TQXfww8kut0GRiRN1ITj+0axHJ1KVyFiatRq28zfm0OWJCzHot7oUkXhzMmjHDz5ED2ZDL7n0WpUuHdvgQ4a9XIeSQSEekbQNA1FVRFui3b5HoHX5t7cAoFnkYxHGRzo57ZXZ6Y/wl1DEBgStjD4/Bef5v0/++PML6xw6coNiqUqmVSUBw+PEU0NEtMCDF1BklV6enuZHFORCLB8MDSFmakR1ksVFEmj64Hl2dioRKIRuj48+sSjPHB4FscTFCtVUqkUV27M8dDJw6iahqGpWO0GqZ4sCEEq00+71SS/tUYineXJx9/FX37xo9TbDUKazo3bF3nb297H3iMPcO75rxKOjSKCdXKbq/T2D6OZJs8/9zxb+VXCURU1r7Bvdj9To21kLcSJk0dod1p0WlWCbhPfEwyMTnK8f3TnIRcBqqKyPH+XF557jnA4ykBPDNdxIVAZn93L2J49KJpObn2FwsptbF+j3eky2O9gyUnKrRLfePYltra2GRoe5t0/8S5isShIEkKA5zpI8s4USJIlYsk0nXabcDRGKhkhn6+QSu08pIoqsO0u21tbFLc2CBkahiqjKDqpmMCzOtSaZTyvg6ZKpDNZXMsDESDJCugSmiqztVnl1MNPUG9UGR0T5PMFzHCYcDhMp91mfCSK65RJxvYwMpBBBC6+b1NvtDBCBp2ujaKrJKJhWpZPO58jm82iGBoj2V4kNPI1j7v3NgkpHkg+vpCJ6iFaHYd+VcUNKT+88ERMlXgsQi7fZWO7he0YpBNxOi2bet1hdCCOpqp0LRtTNRkf6qFSb5OIhWgJn8CHpmUjSSa5XB7Lt2i22kwPZ1FVh9npEbKJCIflaa6tLZG2PUpFQRAobJXbEEh0HBcPn3hYwuvIaLpMqifAtnwSssLa+iY92QxhU6NTr1Bv1LDSBoZqUmkqHDt4FkVLYyghUqk4jVaHXKFIvtSk1rQoFIssLNjEoiYHZgboSyQYHh5ne3ubm7dvs392L6puEo9HaTZaHNgziRQEqJqKIssEEkiAEUrRbDRJp2OI74xMfDlBLD3MrukpquUytVs36dQ9NBVChorngyz7WJ7HT//0e4kne9A1iZXlZUTgE4vHGR8fpZN7Fcd1GJ7cSyW/Tig5gO/7JKM6fT0qA9k0m2s3aHZlZndN8ew3v42qecwenCHjasQ1BdstU28W+fyXvsn6Rp5o2OCBQ8P0J8DqtInIXYSvoOthLGcnlqjbaey8STUNTQ4YSSrkSj5+4JFvK0iKzPDwAHv27OHwvlkGsylUVebSlWt0bEGh0qK3N8PWZo69Bw/QrZfI57YZnZoB4TIyOkE+XyKdTuPYNpoe4sThh9ksrLG+sUGuXGZlZZ5YrId4LE21VmZybJJrl18hkV5heXUFO/BQJMioMUxZptvukMpk6LTaLC/dw3M69A0MM33wAbrdLrpuIEvQLOVYu3uLY296JzfPP8/Y8CBup0212mFs9wy7Dx1B1jRc22L13mXWlu5RKjdZO3eLY2ce5+atO2xvbSJ5Dp5rMT4+yvjUJIahUatVCYcjFAt54okYASp355eIRkwG+nv51rde4M1vfpRwSMcMyagKgIfvCRAgCxdNkelaFoYaRpIlNM1BUw1uzt/l0PQMajiJAjhBgGGGkYWHKkvYAciqQeA0MXWNju0yONDLd5egDNNElYcpNGR8z6EvM8DS8jySHBCPhjCNMBEzIGQoCF9CNSQMXScWC9Pb30+pWGYzV8R2PRQpAFnHddoUah0MXabjbNKf3o9n1X544YnqBt2OQFag1XLBDxjq7aM/ISEFCmbIQNcVImaU9aKNHdRJJWPcWVoiFha0LZdwXCawJbquix9IlBpt7GWbieEU+VKB0aGD9DLI9qs3mMr20qu5LGzWaHRcbN9DBnriKqN9IUxFIp0w2KaNYQiSqkJPzES222T6hqhrMrrq4gkfSTI4OL2Ll1+Zx8bg1OEZspk0kViM5166SrNRo15v0bFcEIKOK7i6VCNRdHjUTGBbbZJhhfz6Brv2H6Avk6JWb3Dhxm0mhtJ4roukgBkKEwgH1/VwHZ+1jQ6aIhGLhgmHJHLbBeqlHBFDAd/H9wVD/T1sFraIhQMi8RC6maV/cJDljTypWITCdo5212I7t4nsFJgYSCMUg2Ihj+Q0EEEWRdU5+cBDJKMKgRLhwvUlWs0Wt27fxXEKjA304GsROps5Wsj09vfhuB6laodjByZImf53nJEOuipjd1qEwgkCp0N5u0rXdsj0DxIyTWZnRrn46gW2SzYhDVqBhKzqzO6epH9giKcePY0iSyAEQbBzA7987TpvPnuKxeVlbly5Qt/gAK1GlVQqTTG/RdjUSCaz7N03y8byInP37jC1/yCT4zNIisHs7pMgybhWm2gszu7ZY1x99Tw9qT46zSpL6yu4gU/cCJOKxsmmetAVEBL0ZhLcKWzhuXUGhkbIZAd2fHKGgd2sc/WVF1lcWuHA6cf45hf/CgUJu9lmYv8Bopk+ZE0nkGBt8RbXLl9gabVIo+0RBCAChc3VVfwgoNNo8i/+1f+bP/34nzO3uMae2WnuLS7RqVcYGh6j3e7yrRcu0W61EIHP+PgIL774KtlUjPn5BSZGh+g2iljJBKoZx5AFIcNA1w36BvvZ3txAVmTanTZtx8JxJTzbYyVXZnxYJZnpRZJlFFVnYW6ddCZLTyqKOTpMrd4iHNLRFAXH9QmCnTPJhBC4ASRCcWqFHHo4SjKV2hHLUAhD1wjpJr4XoOgKuqYhfJ1SuUlno0StXqPRaJJKxiDwWNlqgPDpH+xFljRaG1tU6h12jY7/8MIzOhTn1kIJ2xPEdIWwUGkVG8TTUSZGMtyay6OHVCJhEyGg3bXZKlYJ6S7ZtEnYiOEJKBbs78xhwfclfCGQFI+1zTKt5kXWtmtoXpIbdyoM9UYw4y6NiossAwIySZ2ehIGqCSQNNEXB83xafp2FbUEoMEhmfQxdp153cIVDo9XFMCI8fPIgL1xb4MqtJUTgM5CNUCys02z7aKqGaRpIqoHnQ7vdpV4p8YXSOnv2DDAzMIiZ6EXVNQb6M4jAx9Dq5PJl9JBP228Q7aaQJEEsHCadCCHLBmvbHTRXQVS2iESj2HYXTZbZv3eMzVyDet0lFY8jax664SELm1q1RiwcYm19k2pug+WNNdJpmVjUpNhSsIJVyvUWjz/2FsqFZWKZKRqNBrsPPMinP/dl6vU6MhL31ivouo2uSly/9wx7d+9n19Q0PZ0OhfyOI7rreBh+l5Cp4KCgSAp+4NNtt4iYMQYH09S7MvlCGcd1qJQ3qdVtlrYrTIzD3KqJBMwvLNJqNNCefAg/CF4LGRsbnaD3zj3m7q2gKzA7O8Pa6hqpVIxWs45qhdCNLK7rEouniMViiGwa37FQNJ3N9Xkuz90mYkQY6B1k18Qu9FCYo6cfwvN8RkeGUC9exHYDdM0kpMr0ZHrwbIvC1ir9R3dievoHh8j0DdGxbL793Hn2T/Rx4cJVsskw+/fO0qnXqW6uMTI5zdj+A8RTPTTrVcpby7x87jZLK1vUGh4ikPB8FRWJ6ckx3v3WR7h07S4/81PvRFFVHnjgBGura7x6/gInTh7BjkTY2Mpz684C9XqdPTOTnDh1fCcIcW0NVVV59pnn+cVffB/xRIbt7QI+VRKJBNl0jFS6BwKXeCyG1W2jSBohNUBRFFRFp1zZIhXWsTyZY8ePk88tMzA8wquvXuL0sT2MDPXvhFrky8STCcKRMLIi4/s+IvBpFItYtk1Kd0n29NCbHaDZrBEz42iaie34iMAjHu2hVO2ynS8Tj+lEDJXA86g2bTqOwHYCTDPM29/+JL0DA7SbDf77f/8Ym7ktHjz+6A8Unh+4SbTTthkbSCDLIKsSi7UuXbGzQuEHPqmkSrXV4t5amUbbpdW1abQbdCwH2/UY7Ulyav9+Oo6LrAQkDIWBjEE2bSApMvVuh1KtxtvOHmN6MIOQYKPcptsOODATIRaGZFRFCAgZOolYCEkIEqZGLKqDJgiMDkEkRMv1uXF3Dl/dWSFLpTSqdZflrW1UXadar7OwcI9vPn8Z2w5QVBnFCCGrIVzXx3NsnG6LVruK49ZZXl3g0rVbtC2fRq2KGY4wNNjLyNA0Hb+NrurInkHX6RBWEmhSmEZLoVT1yG2XqFVKyJKDZ3dRZeh0bBCCmckB9u8ZIWTGkSWBLkfxXYeLLz/D7euXuXLhBdbWlwlpEs16QLHq4TgWhXKLTtfmk5/9a3RFJvA9fN8j8D2G+nsIAgkjHCcUTrBd1qk0AupNwZ27N7DtLrvGhzh6eD+aprG4XsEMaxRKTda2W9iBjoyK8D3abZuO5dJotVBVGT8QvHrlFgvLy7gebBe7qLpEJBbBdlxcz+Wl85eQJQnf9ymVKlTqLY7s3cPKxgYD/QNooTDFagsCDz/wiUYjbOfz3J27jec4JHqyFCsVrlx/FRH4PHDqUSQEhWqJmws3+daLTxOLRpEkhdvXrtHpWOzZNcPB2d1kk1ECt0vgWoxNTjI2MUWpkKdvcIRINEZpc5Hb18/zxFt/nCDSR+AH9ERD7HvgLJsry/TvPcSBs4+iGibF7VXmr7/IwvxdbtzeoFz18FwF4SmM9PfyoQ99gN/4P36d6Zkpzjx0gmgsxsbyMrN79/CWt72FSqXJ159+ib/8/Fd44YXzpJJRfvZ972Hfgf2cf/Fl2o0WP/+Bn+PNT72J1bVNPv/Xf8Pl26ucO3cBSRJ8+ZsvIckqiXiUSCTC+NQU6VSCaMRESAaO7dLutDG1EPWOTTSsMTY+QatlkYybhAyd67fnWFu8RyKZ4sjR44RkmWQig9XpEvg+Aolw0EL16jRFhBt3VpBllWx2gJAZRpZVNDVMs6NxfS5Hu9NCkjxKlQaNVgfX9qk3HFqOzGNPPMmBg3upVKt02hZDQ8OcPX2EidEEtxfu/vAjnpP7d7FeyhOLyqwUauieRDoT4ebCJqeOjREOexi6im6Y3F21aFkOmq6TSAT4QYAvKbQcn5bTxfMkhCKYGNoZHW3mW/SkwmQSJrGITjoVZWwow4HZURotmz2TcS6kX8YQBo4jkU5GkWWXlmsjywqGLNGXjdFxPEKyj+/7jAylCIdkfASj49Pkch7rxSbtroNtO0iyiiJD19cwQyE8L8B3bVzHwfM8HKtDIHwmhlPMLZXZ9teJJy5hzO4nntyJyh4cGKI/24cmWfTraQQ+gavhuTqVWo2r80s02zubA8dG+ik3HXaN9rK5tcbGVp6JYQUhq2TiMXJFh1cuFRgZkrE7RdbWy1i2xexUPz2ZPrZyG2zmK3RsG8kHM5bk7MPHEZrAbhbR4/00Gg0OzU5z9fo8G1sFoiGFTCLGQF8PYU1Qr1Wol+Zx+zPsnx4glxvi3uIqxY5BItlLudJkrWAz2WegqAr1js/0RARXERSKVSRFpdn2cQMJz26Tr/gMDFQxYwkqfsDqeo5Y9AYzuybw/IBwZOfQv2g0Rn/qJlOTExTzW8xM9OELiaHBEbrNGp1Wh5Bhcm/+NsMjowyOT3P1m19ide4mE3sPc3jPfl66egnP92hZLebuXmd8cpaeVJzS2gKRdJZ6qYjlOPi+Q6tWpt1I09M/TLfdRldl0uk0eG0GMjHq27cxdDh0cBeaEWdheY3UyBgoOqXCFjeuv8rCvSWqVRvLkfBcCQKVTCrB29/xJKfPnqbRcRBINJodupZNxyqR6MmyncvhBfCWt7+VP/7D/87IyCAPP3qGUMjgyuXrZDM9/PiP/ximGea5559DyDLHT57g8oWLDI9NECAwZJeJoR46lk00FKEn2w94aKpCo36DWCREp9MhYuqYRphwWKXVaLCxtsSRYw9w88YVRkcHePWVS/RoLr4WQVZ0evszRGMhnKZKudrAclyWSw2qDZ+uuwkiIJWMMjE6idVt4LiCVquF61Tx3S6dtkrXcvH8gLXtBqDz0CNn2bt/Pxury8zO7qG/vxdZCjBNkze95e18/cufotmu//DCE+ATjWiYWoiOZdK0bZ6/uMLEcAjdcGm0XPozEVQjynYlQEgSnY6LJksEgeDOap3OXB7H8dFliT0TIR48FMNxA7JJiWpLZs/0GMtr61RrbRr1DulUEk3r4vphetNJarUmZlhD4NC0LTw/oN31sTsSQnTJ1yysZpMHZ1MMDPQSSydxRYzhsRm2ty+A61AqVTFCIdIZlVrTxnU9Ws0qquwj/J3Vu2a3Tbdto8gBdxbLuF6ArknUWjkq9TDRWoZUOo0sw2On38T83ItYdpjF9QrNZoVCtcpoNrYTXdobYfdoP2Y8w/RAjExcp1wuIiFYXrnLyNQhGs0aZihNMlZHVSJ07IBa20K4AY1qm1TCRQrAsn3SiSSTw/0ceuBhookMz3zlC/TFZdKhBIEsI6khPviz7+TzX/oaiZBCvePRG4WRZIJSTcJvr9OqVzDCMZ58/AzpmM7Ll25zbE8/s5O9tNpd1GQ/huigCJl7Kzk6nkGt2cG2XZSwgtf08HwfXw6wbZdGdQ3f15EUlUqtyQvnr/Dk4w/vbHZkx5dw4uhR7E6TPdOTeE6DL379HNOTE7QCn6GhfjodCx+ZWrVINBrh0J49XL5+hb7xaQ4ffpDrd2/S7FoEfsCdu3cYGZkmOzhCeXuDTN8QdqtJIEE0kUI3QkiyRLW8RTG3QuA5pFNp0n0jzOw/TSCgWNggOz5NKJZhcWkZye2QW13nwqvPUK3ZWJZA+DtO1WjE5OwjD/L4k4/RdQVtZ2dLw52FFWzbZnx4gLW1dYbGxmjWK2xtFThx/Ajvfe+7GZsYJ7e1yb35RZ5806NEYzEQ4Ac+sWiUeDzK4f172bdvL5/9i8/Rk+3lb776LX7qp97Fpau3efDkIcLRGJIkk+kfoVUuUCqXsa0ImqbgBwJNVQHB0u2rnH3Lu+h0dzIl9GSybLdKNBauMDKxCx+Vcy9dYLAvSaPdJZVMkiv7OK5LrVHF93wuXnXYPTONomko3S7NRpVYTMNxdWqNDvWWjazoZAZG+bF3PMW1q9fpdrqcOfswiqogSzK18haWYhD4AcOD41SKSz+88HTsNqVyg63tBnpIpcc0CDQYHUyxVWiQ32oRNyDWE8NxIWqG0ANrJ6DJlxgdH+dLz76E7ftEQxKxsILn+thdh2MH+njlUoXrd3LsGh9ErGwStlt0bZvNrSKa2sf08GEuts/RtC1qtS74Ak3RcP2A3niMXLeBpins3TvE0QPT1B2dhY0yK2u38c9d49CeUR574BhfevYlHF/QtDwkfyetg6BB/0CEdtdhOedS69gEviCmywz0RuhJGtiuTTgs0+rU+dqz53nnU2cIGSbRWIqkOcrXrt2g1txgu+JjuwHZdJoHjh6mW29iWzZty6NQ3WbVsZidGKZWWsNDYjO/RWG7ROCXiESidB2Frq9jt0tIsoSiGZiGzszEGI4riMdizBw4imHGaNRKHD39MHcvnUMvrRLpm0YR0PEColGDar1OreFi6jA50o9d09jILzM0ZaMHJoFV58SRvSSiIS7dWCQcjiP8Jq1amfWWTa3ZwbI7SLLE+FAf8+UqZiiF367jSg66LuG4AYmEQOtK+EJiaWUD23Z59OEHUb4TPasoMqoZ4/LVqzQaVfr7Mxw7OEO5UkXTDHRF4BshDEOnUNhE02WqHZ+Ga3Pj2quMTx/gyO6DXLhzGc8NSEXCWM06fYMjDAyP4nbbjO05iGvbeL5Hs1qkUd6i7bvU21XCqkqttk2jUWBh7hrR9ATTew4SMkJY3SZWI8fy8iLhsMlWrksgJAhkTNXg7OOnePzNT7Bd7bC0UWQgE2d+bhlkjdnpSQxdplSucuLEMQqFAqmeDIahU6uUsByHm9evkc+XeMc73opphgkCQaPZoFAoYGgy2d4sqmYgfBdJkhkZ7uNuo8Lli+cZHJlGUXUEHr7n06g3mDlyiubzX2VsqJ9qo4Xr2qiySqNZxwxHmbtzgyDw8byAsZFBLl0psXc6jmGEuD23xPzcIqvrBvVml1g0iuv5tJst8AWzuyYZHRvmwtXrPHzmYTyvwPTMNJ3LVerNLvW2x/5Dx3jo7FleevkVNre2efzxRzFCYWRZQYgA13VodxyiMYV2t4HbLXP48OufMPv/SHjy+Sp222X3VAa367Gy4aIZGj3xJKvrZbaLHlOHE3QJYRgahqZRd0EzJAazPUyNDaFIKrbj4rgBXUdQrlmMDEX55rkN7i7bTI5KeH6Wlmww2JegXG6STkYpFCogpenP9LJZyNHqBAhf2tljZJo0/Q6SIlEqujxxfICb601ypSb1WpNqrUHYNOg3I6B4RHXIprKs56tc3tjYyWGSljl5aJib82vcXm0hBCgyHNoVpz8Tolzr4Po+5y6VObrPZmLQZfnuixzYexYHGJiYZlduGcuS2Tjv87ZHHiQeCRPSNLohA1mSMAyNdquLqvgEgcPw5B5K5SKFSo5KwyUa62Vlq4HvbTM2MEWnqjO+ay9vecvjmGYIp91ibmuLc5dvc/Shx1lZWmRoeIhYJE6942KoKnKjwvXFbZKpNEcOHeD21RdJxns5uH+G3myG9ECDL39tcWfVKXDxXJ9ASROPR3nL46fpNCvkCz4bhTr1RgPf89i1e5qZyVFisSht62u0O3Hq1QrplIapqfSmdTRdpWVH6bS7aJqOqht86StP8553vpVaq83Fa3c4/+J5NtbXmN41xp3lLYazcSYG0kSzWVZzVeLRKIahsXvPPj756T9Dixr09fWytrREOJphavdhNrbWUPUQJ4+fJZXpQ5IVZEUhFDIRQLdZZ+Xuy9SbVSrNFtFoHImAQAQ4vkZv7wQjE/spVxrUykVa1SK37lwBycAwQrhegKbpuF7A6VNHectbn0IPhWlaLnfm5simEhQ2Vzh5/DCxWAzPdUins3S6Nl/7+jfpzfYwNDpOqbCNrhs4rsOePXu4c/sLXLt8gcPHHyCX26KQzzMyPMhWOU9xa4NUbx/hkMrjjz9E/+AAA31ZvvHVr/LgmTNcunyVo4f3oyoSXcdHFSoT+06SX1/dmVV0wXY8LMdju7S1E88h66iqSjwRYXBokEpnm2ee/jJDg1MkJI9SuUal42BZFoGA4eFBZvdMoSoyA4P9fPkrX2Z0dJXBvj6atW2E59I/NMVTx08gqRqrG5s8+abHCYdDWJ0WiqrhuS7b66vcu3WZfGmBp976XiQRcOLEWRpt54cXntuLNQJ8PNUnqsk4XkC52eVgoKGrOn19EbK9PTx/JY/rBUwNRalUc3Qdn1QywfmLN4mGQrQsG8OEi3NN2o7gucsNtooOlgdqqczkSA3ZNBlJJXn52h1OP3ycruVQr7eYGJnl+s0NOi2J3SMZck6JbmDjeB6GrpHNgqbFyG1ts5arE47FmRkZ5NjsLvrGxrj66tO8eusuUTOOjEzb6TKUMRjuN1DkNpqmI0shUhGXVEwmm1QQkkfY1CmWOyTiGs2OQzTi4ARVau0mWkRFkiUi0QT5qsZ4fxzH9oimDHbNTHH9xnUCISiXaxiqhKSEaLRaDE3sQYtkiaaGUcMVcoUG5UqJvoyCKXWRZRfX6RKNxZEkBTmmcurBN3Phxkf5k0/8Ob/2of8VzYjg2BaPPvk2vv3Vv0TDRpMUbt5ZYrvYQwid3nSIcrVDX69EKhnngf2HaZTzDE7sYSOXYym3wlZ+Z6f1iUO7kFSNSrnI1PQ4s7uniEQjSAKEFuXYoVP43Q662mV5bQtTD9FpB3QaEn7go6oq4UiUfL6E67g8/eJFLl24xPLiEqGQwfHjRzl7+jjPnXse21d5+eo8g0Nd1tc3OHNiL826TSRkcPzIflZzSxzad4Rr51+itLHK4PAojz3ydqLJNLKqgtgJwvM9f2dkJQI0XaPdqeF6DoosqDfKhHSddO84kzNHiMbTBEGA22mzsXSTV6/fJVfqMD4yAH6Aqio8cPQgDz/xBJFEmrblkYjGqLe3OXHiOKViidMnj+I7HUJGiMVcnme/9QJL95bYvXeWz3zqM/zsz76H3v7B7zz4cSKxGGOjw0iyhuc7pFIpEvEIlVIRSdGIp7NcvXyN3MY2h47sIRqL7gT4xdK8evE6bSeKdGOR44em0VWV5ZVNCuuLqJpONJ7CdZpUOjW6XY+WXaY31YMZ0ajUusTjJhNjg1y9vU2ussythVXicpiuAEnaSbanSQpvfvIsue0CYdPA6rY5/eAZLlw6z1uffBuDwxN8+Rtf42d+/ifIF+tkEmEmRkd2plWyghGKsr2xwu3Lr1JZWSBhGuzee4il5VWq1SqnTh6j0fgf8PE4eEyNDVFvF1ne6pJJhZDdgGdfmiOkqyD5mFqCbDbg5St3MGQHVRPEowbnXlklX6/iOBJhTUPXPeyuxL31NuX6TqCUIWt0Wyb9AxMEXp6VaovBeIirt1bZv3uYQrHGylaD2bHDbOW3qFU6JNIRit02siwTIIiHFJ5+/joPHz9AqdrhiT0TTB89TNMTrJWq9I7tpdp8gUrT48TkMJrew+5xlWhUIhoep1xaJGpYJGMys5MR4nG4dLNGQjHYqtnIskwqblCtZ4iHK3Rsi74enWazzf79x7gxd42Q2eHOwgq7xwdYXV+l2+mCIiNkcOQmha0C40cPoxkmekjFMMLkqzbtToFUVCNp6rieSzSicfnaTd76tjqJZBJZVhkaGOR//9Av8J/++BMUy1XczS327N2H1W5iKxFatsdoX4xitcXWdp5EJMTS2g1mZg4zK00jyT57Dh+jur3JhRtLLK5vY7sBvutidV3OvXyVd73tDJcuXSIViyLJ4HoeyXiKXG4T3QizdW+Rtzz+Jr753AU2Fm9jhEN4gb6zP0iWsa0Ojt2hXPb40uf/GkVVOXzkIGdPn2B2egzX9wkeepC+TJr55TXCIZ2j+8fptuqYkQj1ZpPpmUNsrc0RCsWZ2rMf23GQZJl4phdZlvFdn1qzQ6VSJZVMkEpEUTWFUDhKyExTbayhqyqJ5CC79xwl3TuI63ncuX2VI0cf5Jlrr7K6ss699QYgs7JW4MiBPTz2+JtI9Q6wlq9SLVRJRU3yhRLZbB+ScAiCDKsb24wP9/InH/8ka6vrmJE4P/Gut7Nn9xTlShlFjyILn831bUbGx8htbjF7YD/JRBR8Gz0UZWstj6KHmd4zSqvVIl9ucP78VRJRnT2HY2i6wZNvfpyvfPlrPPbwMV68cIWDe8fRVZlUMsbago1dr9FqqAyNjNBql6nVfUw9SiAa3L2TRzej6EETM9FLNDJIvrSKLOvUhIRuBExm4iQjMeo22FaXnmQCSYZmq0UikUAgU29USSYTHDw4ztL8DR448xYcx0ZVZeqNJleu38SrbFDcvEfEl7FklUgiw72lHGHToGu7/Nmff4Hp4d4fKDw/cDk9rKo0ynVWc11qHVjZ7GJoEHgBxapFty3x5ZfmabY6ZNMJXM8mkzSplgS5YpPpEYWIqSMpBrWKjOvLdJ2dxF57psb51Q99gH/7//kXzB44yd7pPmKxMHIihVktUKy2iIRDBIFgYnyEIwcP0BJNpvonsK0ATVIwhEJY1wibXcZHhwl8j81yjbVihfW1VcZG+hmamObB3dP8+k//GJP7DnJmdBxdMyhXFWw3yckjexkbyNLqSKiSxvXbNraj4oiAji0RjfRSKScISDA1fppqw6aQz4MkIAjYPbkfuw0TWZ0LN+bQjBDJTIq2WydXm8f3qkRMiXyxTbXa4OKVW/z111/kwpU7NFttPE8hFo7S05Om3QVZUvjkpz6L49gEQUCn3SCdGeC973wTH/vUZ0glo1hWl0AEPPXU28mXm5Q3ljk6M4LqeVSqDap1m2b1HuVqBc9zabY7GN9xanZsD8uy6LSbjA708tM/+S60UIKjh/fz3AtXkGQVzwtotFrEYhFK+Ty1rsdmbok3P3aa3Xv2EhgZAiGjyDKyJBH4Poosoxsah44c4oO/+LP80i/8JKNDfbS7XTzPwwwZlGoNEvEEq8vLRCIRNE2jXqvR6XRoNlucffTdGJpCz8AIo1N70HUDSZIhEFRrHW7dWWSrUOPeSo5CuUoQBEiyzOyRh8lmRjl49ElmD54lQENVNS68+jyu51LJbzE2vAsDFUlIjPT38cH/5QP89M//Iq4ew/JAkSXSiRhD/b1MDPdRrVa5dusevQkTV8hcuD5PyAjzSx98Pw8/9gi+GiLwA/bs3s1n/+JzzF2/yMDQIM1Gg/6BPiJawObCTVzHwnMssv2DGKbJiy+/wic/8Vm2tvKMTwxRKJVoN2t4vk88lSTVk2Xh7i1USeKr33geSVbQVRk9ZBCJhOlaFuFIAiOUoiduEtdN/I7M7MEjzEwNEU308sLFm+TzRSJGlFBIYSBtMJFJIksGvqSwf/cY7WYbpABV05CAVq3CkSMnuXz1VVzP59SJp7hx8xKl4iaqZlAqV3j6G1/m2898hdX5G6i+YNuRiPf002pbeK5PrlAjV6zTtRxuzy//8COecsOl1nYYHYsyt1zHsgU9SY1Th7JcvFkhEQ3hI+O5LulYFNyA6/MFFDQs12W7JOEEPp2WhapouK7C5Eg/Tz7xKOFwlE6nu7PnCIWB3gwbpS66CEilwly4Nsfjb36Aaq1Fpdklbig88uDDTE0doBZInL9yFasLsmTw5EMHuXrtGoHb5eLt25w4dpChmSlsx0ZVVH7iJ97NQqGC3dmmg06zHmM9X2GzeJ2D+6Z58uFj/OVXXuCFK3VGBvrJGLBdKZJNpTh6/CEun3+RarVGrhxHU1S2c9v092aQNIOD+49Qr20SVsPMLRZoVLZZzt2lWKkRNQy2N9p0LINirczttZfpWPZO8GO9hqKqSLLKzcUacbPN+FCWjlNme2udhYUlxkYGUGSQZQWv26FerbCVr1Cptdi7bx/tRo1U/yhhp4rptji+q58Xb6/RE1UwNYuV+ZfoGztOJpVEVnTK1UVCko9lt3nn259kz+6Znb1MHY9Dh49x8eoCd24vsnt2Gsd1CRkhTNMgZIa4NTdHNNZHtRNgmCH8ahMjZNC1LQxdY/+BfRw6sI9dY4P4vk+1VqdareN5Hof2zmBbFppuUCmXOXxwN9duzNOfCWNbLmbEQFFUrl9+Hl0zGZ4+iKYbSLKMLEvIQmJheRXP99C0ELbVJZev0pdJIqkakmowfeAhgiDA79bZXpojElI5/eAThAyTZ//m/+LKzSVCsSz/6wee4uwjZ9gs1NAMg8mRfhRJImaqxKImkqyQL9WplKs8eGw/iizRn01j2RY/9o63UG/bDA/qtH2ZQrnOiWOH+cynP8fi0jpqNMv+/bsJnDZB4CJrBgvzi9ydW2F0epobN+9SKVaYmhxh954pJARf++JXKX75GX7iZ34Sy+ry2GMP8elPfJrx0QGWFtfwfJ+QoTM8PES308b3HOZv32Z0ajed1kVUVWJsappyLY8r6pSrBql4mJLrk4yFSMXDtNsuQjUYHsgSj5k0NhdZqXkcP3kcCYloNMr66hoDg/10LZnV1WWyPRmikTDPfPNzjI7t46UXztN26kTCOrahsNHweeDoQSQBxWqDta1tWq7LseNHOXb8OJ/86J/88CMeWZbxhETaNJgejNKXMRgfj+BrHqPZMB1XQiDheAG5zSLJZAQhezS7FuEI5MoB7Y7AF5BJJ/iFn/px/sWv/gp7Z3ej6xqnTx0F4VGvVekqCY4eO4oeTxBKxJlOGyyvFUAI2u0uPjJOJ2B+bh6rLVOraYz2jzM7MUUm1ceFi3M0mw002cW5+CKRSJR4PIGq6XzlhVcoLtzlRFhicHoU0fZY266xVW5w4epdvvrsBUK6SiQSJRwK07UdhNAZHBzk7rWLBIHD9Xt3eeHSt+nYVbrtEpLYSVhmaAqT0/twJYvRgSRONYffCRjr7WM951CvaAgpRrPZZqvQQJFBCB/f97Adl65rkas0aPgqgRKhLwljgym++Y2vYjkOd25dY3VxHkOxSJg6n/7M5xkY6KPRaGKEIxw9eoxKtYHrdBgZHeDU0d0M9KaxWwEx3UZTFbaLVZ5/5RrXby6SUi2EY6EoCs1WA8vamU7KmsnjZw9z/tWrdLpdfD+g1e6Q7e8nZIbo6xnB7uTo64mTjYd58vgsx3aPMtLfS6Inw1seO8OR2UlCuka92aZaaxAzdcZGBml1rZ24riAgVy6SSMQJmxqKGiKRTtJurpHNZIlGIgxP7CGWTCFLOxuUdzZXKqiqRiQSQxCgqBqKLCErCkgSzWaLQrHI+ee+QX75Norks7GySCye5Pz5C1y4sUXTgnany4lTJxHIDGTTmLqKJARCCGLRMNVGh9W1HMK3OXxgFyBwPI+eeAjDCJErlrG6TWIRg90jWdbyFTzP570/827uLW8z0Jsk8B0EUKw0efGV6zz97MssLK5y7vnzxMMm73rXWzhybD+aplCpVIglUyR6s7S6XTRVQVYVxqdm8N0WQwM9FAoVZFUjmUySyfYSicQol4rkt/OY8TSKJvHq5Vs06x0uXCmzulUlHgkzMZgiFYtghBMMjQywe3oMQ5Uo5fL4Soho2OSVVy7urKKqKuFwGN/3efChM9Qb6wTIPPnEW3DdJot3XqVjNYmaIfp7Q4TjIRQ9xMLyBjfuLLK6lWd6dpb/14d+mSeefDOJZIo3v+PHfnjhERJkUyaVioPTFfSmdRRF5t5ig1rHRiDR6toUq018PC7dXSEe1UnEZPbviiJLEiEtxE++7Ql+81/8CqdOHsb3HWQJJidGaTbqnHvxRf7Tf/lDPv5nn2V7a4tDB/ci9Q7S05vEzm0QjYYxTYOtQpmVzRxzi/Msr21z8sA0qtHk0IEx2pZNodahVO3i+iqhwWEcq4vruni+z8kTh3mwN0b6xGlmVMgO9THSl6HTbuFUy+QLOYr1PK7nsrZdoNFxQJJZWl6lUq0CLUwjIBFXkCSbjrWGj8TLr76IZTuMj8yQTiQxwhE6fodOy6VU6BKN9aFEYpSLRSJhjWOHppidmUBWVDxJpouN7bnEEglA5u56ja2Ky8hAnMG0wde+8je0GzW2V64SDidIJZJY3Q7Xr92i02qiKBpGyGR45hDCiOD5DlPjgzzw0FkOHNjDvZzgxYu3+drzl1hc3QI54PaWQzYKn/v8l3fywKgqoVAIVVU5ePgkPckYi/fWcVwXgcD1BQMD/aiqwdJSjeNH9nL8wAz7do9w9vQhFFysTpcvf/UZKrUmhXKFof5eYrEog0MD6LpOs1Vjcekl5m6/zEBvmgCJZCJKNGqycPdl2p0mnuex99hjxNNZFu/d4PwLX0OIgEAI/MBnZnIMEXhEozFisQi7p8ZR1R0/k21ZbG9usVUpk6+UadmC2UPHCQKQQ3G6ToeBwSF+9ufei6So+EFApdbEcTw0bScr5tpmgWqlzPydl5i/8RLVWvU7G2R34mX6smlWV9fYv3c32WwPqgKxWJSl1TUeeOA40WiE57710neWzlt885mX2MwVabctEtEYb3vqUR57/KGd6W6rxb27C6ytbTM+MYat6rx6dx5N1+h0Ojz88ANsFTscP76Lly/eptHqEI0niMQSaIpCJBJha2OdodFJ0ql+3ECm0fGJRiJMTwzheQLLk4jEY/SkIiQjBs1qlXazRSQaYaPSYXl9k0q5iOPuvAQHh4cwTRPf81hdzmPbOwnvju0/SSSapGsLwkaURkNQr/rkyzWWt7bpGR7ivR/4Bd789reRSCQIggCBwAjpP1B4fuBUKxHWMXSNSqtLXzqCFLiU8wEyGuWmQzxh0PV92l0LmTaRiIKmySTCCtWiRDRk8r//yi+C7yMJD1kxEe7OjXLpwmUWF+9x4dYtVEkloob57Bee5aFTh9l/aD+FGz6qFNBu1AmbWbqNHM2OS7YnThabrdodHM/jpSvPE9J7afs+P//Igxw/uA9tdJxAVlA1HT+wGRzo59r8PEesLrImc+L0cdZXN6iEbRpBAEaAZcnochOBgSqpO6/aIKDcajA1YqAFCpIsmFu+ja7q3J2fw/MU3E6XWCTC9NQBrl6/x3qhhKvEsISK063RaDgM9CYYGB7g7sI6iq5juQGOJ4gkkkSMKACe6+I4Ll1b4oXLK+ydHMK1GxQLFkPZONv5GuWmxWhPjK9/9WlOnDwGCHTDpH+4j7V7JUqlArFAIpbKMn3wUb5y4XN4QRXf6dKsV+lJpfGtOiJmIhGwtLjK0PAAkUgY13HoWjaHD8zwlWcvMDI6gGHogLST82ZpDYGM5XQxzBDhZGIntYRUh8BkbX2Vqzfu8vDpo3QsC13XaDQbzM1f4OadSwRBG88z2L/3KM+/+FW8Vo2+7BC7Jw8zMD4DEqyszPPc+WfZym+hSApmNM3Urr1EozFSqTCH981g2y6xWISQqROIYOdoGUXC6zbJxqOoapj9h4+jmTGECBga6OedP/5jPPrYWTR1Z49fLl9C00Osrm8SCoXwPIfV5RtsLNwiGo5w5p0foOM5+IFAkSWECMgmQoztmsV1bPwgAAS7RrOcv1ZjpN3lZ372p/iv/+VjXL58hY4n4TkOyXicB9/2AIlkHDNs0mg0WFlaod1qEYunKbeKDAwOoEairDerzK1tsGtocGdLyOwBnn3mOaLxfl586SJPPfkwqiYhqwqxWATH87G7HcZnDvKt839Fuy04emQ3nVZANBYhnQgjSTLtWpVu4BPN9BKPKpSKeaqVPCJwkGV46YUXOPvwGWzbptVqcffuIrcWciRTV9m9ay/Tuw/Q7gq2ixbNTpu23URBZnB4hLe+9SlGx8ZeOyUjEMHOvew4xGPRH154dF0lHDGwPEE6ZhCPmRQrbXxJplX0iAgJhI8fBAz2hnbekIFPOKyQlMNUG3Wi4RCS75Lf3qJ3YJjVpUW++e3nKBdKSIpCPBQlCCBXrtNxbfK1Apme9zD7+FvQnvsyTc8DRRBLJZDCdbYqaziuhanJhDQd1+1wZN8E8/N5RgZ7UUfHkc3wznKw4DsOSgMvEqZ98yqpBx+he/UiB4/tp3CuRrFRRlgGviPRlR08r40QO7qjyDKKJJEv2ohAYrvqcGxXhqOzs8wtr3H2wTfhWxaKoqGHUlTbPk4QpdWt02jn8bwAXTexuh3WtiogywR+gKpqZLK9SGLnaJJGrYbn7zhKA9/HEjLzayXCIYNEJETLkljf3kBCotxx8RyHb37zWzz66BlAcOn8N8kV87z5iR8nv34POZ1lc3Ob3p4kyytLNBtVLFfQ7W7Tl+1BSfZwbE+WT//F5/i3/8e/JPADLNtBBAG79xzglStzbGwWmd0zgRABzXaHVE+SWqXGy6+8wqNnztBqd9FVhdmZWfqabW7cuUWr0/jOloImN29eZePedarNJlpEQ9cEh/Yd5ytPf4aI5jExPouiRUhmeqlXSzRadf78S5/B9R1USaXVcblzdw5kk9nZ3ei6QcjUiMTMnRs98HEdm3q1hKoqO0mrUumdvEhmBCQFSZIZHe7n8IFduI6L63pIkkS2J4URMlAlj/mFW1y/8m1MZE499FZ6soMoRphafhNJkkjEvpPQSgT098R45eINHjl7As/zuHjlFv3ZDI7rsnfPDMlUgssXbjI1Ncjp08cYHh0FCVrNJrnNDa5evcXUrhkOHDxCtVJhV0hjdGwIeW2dlVKZjUqNA1OTKKrGY4+f4Y//6A5HDiY5cuJBfN9FUzXGp2a4ce0aPZkQayurWI5L17ZoWDadRoV07wSD4QRbK/fotNokM2mQoVjYxLMC2q0WCJ/ADwgbMtv5Eltb22xs5JHkgKXlFWRJRlecHd8g0NuTomO1UFSbdKiPx594E8OjI8iyhiSB1Wmi6gau62CGowghiCd7fqDw/MCpluV1kXWPqC4z0BenWu8SCkM0LtGT0tBUmXhYQ0Gwse3i2oLeaBKlo5I0ZGbHsvzVF75Ku9MlFImxurKOKfl4nRZhQ6cnEqbVsXAch27XwnECmk2HP/nzv2JjY5GxYw8xffwsTb/D/NYcd9aWqDSbhDWVtGFiqgoJU+fevUu86ewRnlvconvnBptb20h/63QNIWBwZJy7VoBoNLENlWNHDnF6ZAxNDhP4Em7gYjmCQBJ4wiOVAtf3duabEkTDoAQK8xs17izdpmaVePXSy6xurBP4LpIkiJohTh7YQ8Nq0xs1SYRMHNei0GhRLpWRZAXP93f2hlkWw0P9qIqM53oEQLNVp9vpABK2F1Codri1WGBheQNJshnMhPCQ6PgBX/jat/id//Sf+T//8D9yY2UZX1ZptDusrm7itNqsbhUZ6kvhWy0cL8BxBT4Kk5MT/PS738apE4cAuHz5OpbVZX5hmUgkRKY3yy+9/ycpFyu0Wm1836Nr24xPTRIyDaLhJPP3rmLbNtduL/LiS1dZXrhNEHhsLl/guee+xh/91z/mhfPPUWu3KDccbNtDlnQO7T/FYN84Z87+DEOTB9AMnSvXXuRzX/5zNooF3vamd5KMxfBdCUPRaTVa2N0uxVIJEQQ0Wy08z8V3XdZX5nj2mb/i+ee/QjgSZWLvfgLhoobThOMpJEkCBC+fexrXC0Da2cYhSRKXr99l4d4itXwOKXDojfUxNXmIydmjRFO9eP5Oqtpuu00gxHd0RxAP6wyOTlAqVVhZ30bSQjvxOfUWtuvz/g/8LJVak43VTVKJMKFQCMdxWLgzR63a5IHTDzEzNcz5Vy6wlS+wf99uIpEIIdPkxL69CEnm9sYmYdMgGo9z9NhxLl69A4FLKKSjhyL0DY1ihsNoioQkw8bmGvG4Tl8mjONZbOU2yK0uY5gmsmGwvLLCvfm7bGxusZ2r0mpaRMMStg8NSyCpEtcvX+TW/ByB0yAIZJKxJD2pURRZsLa+jmIYOI5NreEwNDSM53R54YXzfOYvPkepXMCxu+RyOZBkPM/beYEG4ocXnpbtsnCviu/DM6/cY3GzRrPZxbJsUkmVdDJKNhVlMBMloqu0GwHbxQ4L+QZrzQadToel5TWef+kK2UyW0eE+du0/xEOHdzM5lKZru4R1Fc/1kRQJWZXwAkEoBOdeeYa253Fz7grnr79ArdWmbfmokoQsSSRMk0w4TNTQ0RSPwf4Utt3i3tY2vYko/K1+CyGYGB9lePduCpfPE56cxbl7mxNveZzDo6N4gY+igqZDNqMSj8gcmImTiu9kdIsaCqoiYfk2ZkiiZXuYpspGZZGR0VGE6yEEnDgyy8TYMJoi07I8bFcgAoErfBqtBq7r4nse3U6HWqPG2tom27kcrW6DQnGbZruFaeh0LI+u5eP6ATUHqi0f33eYGU0ihCAQEoFwWN/IUyh3qTclJNVA2E0ef+rH8Yob6LLEoX17mR4dww8UQGJqYpxup4upyviuw0++7SG+8OWvo6oKe/dMkS/W6XbbrK+vkYioXL02j6ZpyNLOxshEKoWm6+SLHXRDJhkNMyirjIdS9GaitJ06i/MvoykdkgkFxRDEYjKIgIN7TuIHAYcOnqbebHDlwnM8/a0v88qN63TqAS+/9BJ3797gJ976Poazw0wNTjE9PgmehWd12NjYoFzeOZNs8fZ1zl98hmK9QKPTYGH+BulsH7sPn2Zs1yyrK/dwum3sTpNDh08wv7CILMmomka12eXevXvcvrvA8NQsh489xlt+4hc59ujbdrYSNKp02o2d8ABNx/NcQNo5UCDwGRtIc+HGIoVKg1gkQq2UZ2F5nWarzeTEOAN9vdie4NrFS7TqNUIhEz8I2HfgACv3bnH3zhy7pid4+OFThMwwQRCg6iqTw30ogcTK5jbtThfLtjj78IMoRg+qZlCplHjx3Ldot+oMDQ3RN9BPxNSoNxoo+EhCoVRtsLKyhapKWJ0KzeoWtt2gY3VRFAlfgO1IhHQDX8jIqko0prF3zzgHpkcJhIKqebS6dS5fu8XlC8+xsLjMZi5PTyqNLMnkNpd4/oVX0RSVo4f206i38IKASDSM7wfIkoSqaj9QdP5e4ZE1CHSfit2g6bikkgrxhIoRksmGEiRiEdrdLrbrEY8atFyLxVyVrh9QbNm03TaJiEa90cRzLLqdNlvbWzuh7whS8Z1scL4QoAp60gqDvTqjvQbtdp1GtcTe2WNY3QDLDZAViZChYigqQggMVUeWJBRJ4dbtl9k91cP/9cJlrLs3/lYvxGujn1giybpqoNSqAER7srxpdoKRvhipqEo6phANqRzenSQZ19DQsD2f7YrLdsVl17jJYNakryeK63kous/lOy+zvrlGvbYNwFe//RJ96RTdIMD1A2RJQZUVVBXqtRK1RoWW1UJIAdVGmVI9T6vdwtRCaIqM7e7s3/GDHceqEIJi3eHafIGXr60hSTvxM4ZQiMbCpJIRspk4q2tVlpbn6entw9VUxkf7CJsq0UyWqKaQyWQ4eeII2cFRAgG+YzE9u5/dw0kuXriG69pISkDHalNrtIhFNba389RqTXzf38mAODpGKGQQMZPcnn+ZTF+Gif376JV7SdoGqahBJKoyOx0jmzKIxxVOHj7Iw6cfY3JqP+12k+df+AZf+tKnWFtbZHp4D52WR77eoFxrU9wq0axWmZ3cRTQcwunUKW2uMHfzJovzd7h64RyNeo3B8Uks2wEJ4pEQF668jAh8ND1EtZDj9pVXKBe2OPflv+Gbn/8MX/yLz9CxPa7cvMfL51/lwL59eFaXcy+9xK1rr1AubtFq1JAkiCXTLMzdQBICq1HhyqUXcD0PiZ1VNsfuMjkxgYxA8rrEYkkGBgdZWsvh+wHv/8DP0m7bpBNRNteX0TWN3Xtn6Vg24WiMXTOT9GZiNOoNQGB1O5ihEOVyiZP79uA4PpfmFgl8D0XXOHbsMPlSjeL6VUpr97Bth3gqvRPfpMVRZQ1VU9BDErmiRa3VZWVljcWVDUq1LplUDFlWiUU1ZFkhbIaRNYNsRiMc1tgzOUgmk6VUq5KvFEjENFRV0HUabFfrlEubO0dbpaLEozoCl1OnjnPo8H727t/L2Ng4gYBQKIyq7pwRJn/nHv2hhUdXFNIJlfG+MIYis7Ruc+1um/yWjyaFcWyb/nQMQ5VYLVSIJVUyaW3nfCQvoB346KaP5NSp1hpouo7vepQqVbI9KYb6IyTCKlFTw1AhbEAyriBJAaqksbq+48g9vPcoCtLOEqosoyoykqruJEhSTHRZxfUtTFNi/4Fpbqxt43da3+nFzi0jhCCVTDK9dwa3UUXfsxfb6uBl+zg+PY0sPGZGw8RNiIZlrI5gfGSU2ZFeBDuhBbGwTrnRolzt4PoCTZPYqq5juRaGUNF1nZNH9/O/vf/nOXNkH6qqIBDoqoppqCBcuk4bVZFRVRnbtcELCKkmmq4T0sJIyOiajKqrIASe69Htdmi0HGptgZB23r5TkyMcmJ0mnQojiQDHdnjh4iLXX/4KBx58Ak1R6HRajA5mmZwYRTNMpiZGMUIGzz5/np5MH4qqcubMg3z73IsUSoWdzYeaQSbbg2FG8YXNy+ev4rougRDUmy3SmR7CkQjb2x6y5DCwa4KcKDMYjtObTOwcyVO0mRyd4U2P/DSnTj3JzMxetvPr/M3f/DmlrXUGEr1EjCgL64tokkpPJMpodoDpqb3cmNti7vY8cuAT+C7trs3S6ip3794E3+bWtUvIisZw/wQy0JdOI8ke83eu4gtwWnUM1SfVkyG/vUm9XuE9P/M+nj/3MnanxemTJxgY6GdiejevvPgy64u3+fpff5Kvff7P+NoXPsX68jwnTj1Gz+AY6f5RJMcFwPODnTk7grH+JG4gs10oUKk1CXwfT/isbuQJmSH6B3pJpHsYHxnB6bToHxhgZXGeRKqH9ZUlEmHI54s7R8wEgkg4TLvdJaIrmJrGVr7Cxto6rmNz/MRR1jdyGOEs0xO9VIrbCEANRUkn4/Rne5gcHWGwp5/ezBCu57KcK1Bvdel6Fr7wkGWBj8AjIBrR6YnH0eQwwtXZ2q7z7VdfQdU9omENpxNgO4J2x6FW8+m06rSbDWKxKKaxcx/LqkapXEb+/5L2XzGS5VmeJvZdZdeuaW1urrWH1iJDZKQWVZUlW1S1mOnundkRXGJ3wAWxD+SAIIFdYAGS2KVYzs6O6O6Znurpri5dlVVZKSNFaK1ca2Va29X38sGi+4msBWo83h0BuPux8z/n/L5PFJEkiV7PRMBHet4Q/O2/37jwaGKAjBZmKJthIBFiPBdBRCSXTKBqEorssLlXJxMNMpBSUUQBBYl0NEguHSAWltFCAslwgD//7g8IaiFCkShTcwc5dvwYsXCUYzNZBjIqYU1mLBshFVEQZZmgGKDTqtColnj9xS/ji2I/aGo7/Q7Gc/rKYhR8z8eyHZZXHnL04CQ/vnGfxoM71Op1BPqT4rX1zf7QK1XAGyig2z67j59y+/PP+PjWY1KRFLFgGsWVMdoR3FaEC4eGePH0NAFRxnR81jZ1grLC3Sd19ooWvicgCj6/+PQaGztFns7fJR4L8+DpAq5dZWI0Qf/N11cee65LQBJwfAvHdvr/d8fHsLp9OpwgoCgyotx/GomigN7tYVs2WjCM64mEtSDvvP0yr7xykXfeeo2QqoAPE2Mpxoc0NnZXUBSFaDyB7wtMjBQYGhnEaVV4trjG6GCWp4vrlGstOq066YFBJsdy3L//FNs26fa6FIaG8T0Ia0H2S1VqtQaOY2MYBoWhEQKqQkCJsrb0GC0cZe6Fk1gxm1goSjIxxNff+TbHT7xGOBzn/qOb6EaX9cUnpEJJVEEloATRLZtKu8nU0CiFTAFZkFicX+X2zbssbZYolytsVQzKrRay5CCpHsvbNRY3V9jd2+HM2ZcwLZeuYRPTQoxNHkBVJEZnDqAoEjtbmywU91BEmUplnyMHZzl0YI6tzS32ikUq9SaxaJjdmsPBwyfQzQbdxj53P/8Vtz//EFUNsrk8Tzw9yM3PfkV/ZNF31ruORSqVRHckdopl7ty4geq7WJZBKBTiD//e73P/0TK9Xq9vVbUtZg9ME40l0HsmO2traAGR7a0tdnd3qddqrCxv0Go2OT0zSVSVSaZTtBo16o06yXgcTUujmzKmrdNsdnA98FybcCiI43bp6l3CQQVZ0tAUhZFMgoAs4XgK2VSKqJZgfGCIseFxxqfm+mtvUadUrZCKB4iqKqIj0dO9ftq/Z1FuNEhFE+itCp4voEgqxVIbRe7PcKTn6fThkRGazcbf4W8BbPvXh0R/fccjCxiGi95zkQSBZCzCwYkUWkAF0afb6yABru2QDobIBGMERBnJF8Htf/N8OEQyLmF02+ztV4jEEuRHp0gMzjAwNM7Vpxt9dkpcIZcOomkKWihANCzTMQyq5R0EX+DiiUsokoTrelie2/8lEFxEQUISFARBwHIt9sqraCGXJ8U6SqdGvdXBcVwKuRTFrS02r39BdXGBj370N3zvg59xb32HwmCGsbEsTb3JaGoA34DhkWE8wUUSXC6dmMJ1+1suXRfomC6b2wa9Loi+iOG0aHZ08okBuu0ed58ssbJuEVYVjh5JI0oOLl5fpULfD++6oKohPMFH8uX+oZwg4Hhu30Ot67TbXQRRIqiFCQY1jhyc4Y9+/5tcuXAKXTdodU0mhyeQ8VEkUEMiu5UW1eIqmXQOUexTAceH8oyPDPLxp9eJRyNMz81y9YvbqHKAgCxw+eI5njxeoF5r9AOVrksoGsE0BXzf4f2Pb1GrNnEdh0azTTCoMTiQ5uHCImpQxUFFjeTJjx7n7LmvEIllWVud5/s//DO+uP0RPiK9jkG10WO7UqVYr5DKDXDx5IvgS+h6D9e2EFwD13PwBYnHayUqtQ6RsMpgMkalqVNr6hSLDR49uIEoysxOHmKnWuHkiUvovRaP7n9ONJ5g+vAF5p89RlR8Fop7fPjLH6GqAXaLRQZHhnB8EVlRufDiFVaXVmm2TL7x2/8YMRCi3qnR2F9l+fFtpg+fQO91WH5yF73X7ltrhX68Iiq7jI0MMF5I8c2vvsWZ08eYnhql3mg+P6Ds8XR+DduysXod1GCI1aVnqOEkruOyv7MDnofoC7iWxdzMBFNjExRyGXIhlVs3btPudGnWqkTjUVK5HIbXQwunaTZb/cvyWJpwPEmj3aJSq6K3K/RMk67tUqpbSJKM0TMJKQq5dJpkdoByq8uH1z6ja3SIRxQCiszqWof17S67FR0xoDCQC5BJiyRTEtFMFDkgsLdXRwulCWkx3v/lLxBEkZ7eo1GvsrW+SqVcwXUdXNfGcx0c2/7NC4/rw/a+zvxGmWRaJZMIkUiE8OjzkCsNHdN2MW2XdDJKUJGQBPBdH73t43Ul2s2+/uLkbIF/+xd/jSLLLK+s4+Fz8vwV4qEQUkgkn9FIZAYZTI+iSQJL5V3W6xXmN5fY3lrn4tnXiIb7aMae5eL7ApIoIdD/Y44FQliux/z6I/7JH3+bjgji5jrlap33P7nOys1bfPSL9/jF3Tvcnb/Kx08WGBgYI1vIkMrabNdX2Sy28bUQuw2Du4s7CIEgrucSCgVQhP4TMJ1UkUWRyeEQ9YqNaXoMDAToGS1SiSSRgIyMz9zECKPZAV46dYHpMY1QyMPGxsV9fiJkI/iQDCfQQn2jZafXpd3r0u72MEyDYFAlFAoTCYf5zne+xfGD4/gIKAGVVDbPYCHHsROnKW036ew1UG0J23C5fe0jBEEgmUgiShKpRIRULkPMafHgyRLHjhwgmilQq/eQZIXC0BhjowM8vP8U0zAwTRMf8DwfWZApVWvcvH6PW9fvcuv6NbbWH3Ph4gWUYH9LF02kmDx6jnR+jOL+Jr949y/59OrP6XRqnDtxmR/87K9Z2t5jZW8bLRplau44KGkeP1mi0ajjP7dodgyXM2fP8s/+9/81yWQOQVDQwjkuvfIWrh1AkABXxDSabG+uc/LEJQZzo4xNHmL+4edsbq9hmTpaNIls9RgZGEC3Tdp6h5/97Kfks2lwHRKRIKePHeD40aNcfPESH1+9QavV4pU3vkkoGGVhZ43VZ3e4++m7TM4e5tiJ81SKe/iCgGlabG9tsbe5TLfTY79YJZGI0ukZFMs1Hj56xOeffsIL5w5QqZSRRAHH0um0mkSiUWLJFLYcIZZKI+LSrNcxLZ/pqSm6vRb37txmYnKU6ZlpgoJDVLAopOM8eLzM6MwZFFnGti1arTa269NstEnGC0QiEcBDlsDxPUqtNoLsMzgcJ5MbJJ5MEI7EWVpaplrtIgkC7baLqkr0DJ+u6TMzM8sf/P53OHHsPK4rEo8W2NousrtXo1iqks+lsBybaqOO3mlQr5a5d+c2K6vrKLJMq9XCdvrzQFn59QPmX3vHE9Rk3LrL0ECIwVyUTtsmpoZxXYtQBKptE8fzickeiuTTNfsn+rbj0dJtmoaNYXvIYbhy+jCL+0UePX5CYWgECQ/d9jh74hS7lS2iapBCcozYaJifXV3C9l0c1+fR+iKm6zMwOMLZYxe48eAzXAdMy0cKuAiST0BQkEWJbNjGcB02Nx5iGR3swiyD3QrLtSI/ePYURbHRuy6Lmy5aMESr2aJhlwhEJUTZxxc8tks1CskA8ztVetY0IJKMqowW0qzvltmp1sknZEKqRESTCYZgv9pD9DZptQ8j+AKD6SQHpkaQRKjVd3jhxHki4dts7OrsFPsn9fhg2zZqQMbQu7ieg+O4OA54gkcsEuLYoRm0UIijR49x/vwpeu0mnUaFgKIwNVqgUq3heFDvejR7Jh3X5aVTU8wePc/Sk3uMzx5hfWufeCTI+VOHiYZD3L93F9fSCYdCKFoAWern6r7ypVf5f/5Pf8boxhCj48PkB/L4nkcsojGcDSOLPqmgTUR1iYT6Xdsbr34T3xf6A29Z4fG9z1lYvE+j5zA9d45HDz8ikx1h6ee/ZGpomMLACLIS5LPrjykXiyiCi+P4CIKEpEX45m/9LsdPHAcf/ugf/BGqKvOn//JfUWu3ERGxLbAFjwAii09vE01mePXVb/Czn/0F2VCIgCJy+/aHXLj0FZREmrDRd53Vuwb7e6v4nkc0Gsf1+o56z3M5c+4F7ty4zff/418wMzXMkcMnqNbLeHqH7dUldvd2efXLv0uzVsJzXdZXVjCsHo7tEHa6HD96gGa7x/LyKk+ePEaRRS6/cBTfsclkUty9v8AL548jyyKzB2ZZePqMbH6YlaWn+AMjHD5yHFHyuHvvNqZhcPbCC/i+R6fVpry5xoGjR9kvV1he2aLXMxgbzqC36siBAOFQisDwGJ16GaNbx5WDJBMmpmli2x6W5SK6EnIgwMp6iWJlhUbHA8LU6jq2Y6IERKYnJ3npygsMDeURAC14lHA4w/TMFP+3/+F/IBuP4dgG4VgSUXSIR2Vu3fyE117/KrlMnEq9y+7ePvFEiqDm02y1yKazv3nHk44FuHQ6z1A+wkghzuhIBIce+XQULSwB/Qm26fpU2iaNtonn+4gCJJMyXcfBU226js5mcZMDkyne/+jHpOJR4skMtuNw8fKLXDh5koOTk4wMT/Bo6RGK+Py61/bwfZ/l7RU21pc5efQikh/C8WBlr8nafpNGT8fxXCzHIyQHiQVUHiw+ZmZqmnq3RmR8nPPnDzM1HiObVglIAqZjU+21WNrfp1yz2CuZIPhEtDC212EwG+bkTJaPPntEo+vgeSLZVARFUWnrPq1uH3g9PBBidVNnZd1he6/L7cefI0oyF184zeZelVK1w+aewcJije09k0I6wPhIAOF5FEE3dDzfx3EdbMcHsS/Omx4f5mtfeo23X7/Ml9+4wPhYgU69hOBbhCMRSuUKxUodORjh02v3aXZ71A2b/VaXa/M7XP3wV1y/+lNazSqeY6NqYcKhICeOzHBuNMK77/6KTr1KMhHFFwQkSSSdGeDkgTxry+tsbvRVtaePzyB6XUZzCeKhvro5EoowPDhDz7CIRlPovQ6RkEYiHmdi5jCiCILgMr/wmHgkz4N7DzgyfYTRoQlMw6JS2qdZLdPVdZpdG1tWGZk9yO/9vd+nVG30Afaey+DwEK1Wg6HxSf7yb94nFpdIpxTiqQD71TaW4KLrOt1ul8OHTuKLIqGAzNbuFq1GlcnZI3S6FkP5LJqqsl/Z4dOrv+rHeIIqrutiWjb5fI5LL7/IdqnL+uY2gXCc5aUlRDVMbnSWg8fPs7uxjCBKdFodpg8eptfp0dNNorEEpu2xvLzKwdlJDL2L51hUylW6vQ6JRALDtLAdF9sykCWJoZEhdL3H6dPnOXr8ELv729y5ew9fFElk+uYNo9cjn0tz+uIFHHz29st0uz06nQ7dapEQFr7exDF6aJqGbVqEQik0GQRXQhRFNE0iGQszMjTO3n6Z9e0KlusjyVr/NACRkZEhvv073+L3vv01hocH+Nt0XCikMTMzCZ7HSy++TKXTACTKu1ukkmESsRC21UXvVNnY3EMQFY4eO05hsEBICxEOhel0Or+utPyvmUTBtcX+wZvlY3QsWnUTv+sAMcJahK5ugQ8d3abZM0mEFUJqgG7PQ1Mk8ukA4ZDCZmUXvZNgebPNv/+P3+OrX3oDw7SJBHxEUWGvuM3q7hqP15YZzsYIBSTaPRtBAMt2uPn4OkND45w6coHvvftzklGJctNgo9gjH9eYLMRwbBvdNbFdn73SKgOZQZqdCj1zj9FBn9KeiDYSpdy1sUwb0/UQEdgrudTbHjODSSy7R9e1GEpHWN2uYbkiouQj+Q65bIL2ZpFq20PAIrbTZmvPxveg1fRpdOs8W5onW29y99kKINDp9cB3qbUk2i2LiXEVfwLW1016PZt2t4vjuuALpJMJ/uQ7XyOTTtDp2WSyaQR8FEXE8zzq9Q666aCFIgi2z09/8i53bj9EDEAgICAIPm29yeq+y8XZMWQBhoayNHa2EWNxRFHk5MuvsrS3gyD2OxXLdjD1HpFonEuvvM21qx9SK+6yufyI3/vd30Ew9lBlSCUGUYMqmdwAoUgUvdfh3sPb3H54m0NTB/nyO99hYGAUJZSivr1CIqwyMHQAx7bptntUy7XnyNAm7Z7ByPAQb7z1FogyU5NjhMNR8vkc27t7DBcK+J5HJjfI/dv/C5LaZXLkCEsba/1RvZjg27/zD9ne3kIUYWBglEQizfbqE6qdp9y6+TGnzrzCwOAgerNGUAmwUy3y8afv8dJLb2A5HrImocgyjuNw4uRpns4vsbW+TCgcYe7QccJaiJHJSVaW19lvdLG9EnqrwZUrlxgemyIYjrC2scX8J5/jenD86CFy6RSHDh/lk6tXOXZwlFptk5MnD3Dj5gMuvHASwe2LCoxei71di+WVBSKxGIl0ClGQiIY0VEUiFon3tUK1KqVyjdX1bVqNGqlkhPzIQdz6HsVyA6NRIV8YRByfoLi7hdEL4m5VUSQZRVKYGBzlydJCX9QoC3T0HjgeU5MTzMxMMjMzjvh87e37HjwXFNm2g6z0Y0NnTh3no6ufYQoO6xvrjI0NYjkGsixRK64zPXuCAwePYloGhmlg2w6PH95j/dl9/uHf/8PfrPCMD2dIJTXuPlyjtL+FooBhecSHNB4920OUY0iyRCoos1evo6g+zZ5JrWMReH592zM9sikZTQkwdeQENx+vc//JXQyj366Wy0WmC1HisTDrpV0UVwYHwoEApu1hWi6CAOv7W6ytLXL4wGF+/P4H7FR6SAIIvodu+pRbBrm0DAGXRDzJ5MRB8OH67V9h2y0CioArmfgBv68gbkjYVg/dc/Fcn67hI1OhMCDjYWEIFrm0yvUH8/zu2+fIpGL0bj2jEQuh2z0Ciki1bqOI4NAHgTu2QLW9ysG5A0TCATb26ziWy0g+QzKWotZu8mB+k8GCjBYUsU0P17MQRZGArBKJZhjIZ1EDCol4AFmW0A2DbreHbjpEYgl8s8vnn33B9vYWnu8zNJSj1Wvgegai6OH7YPsad9ZbrPz7P+M/+y/+Gdvzj1Fti0h+gKAW4fXLF7nxbItmrUI8lSaoaViWye5uiaXNVc6ePEXVa/Ds6T0uXnqDva0VsoUxPM9FliS2d1a49vAu29UKnu9x89kdzp27RDozyMsvfolo8Cbtlk6tWMS2DEJhjUq5TdOHQDDEt7/yVU6ePoMoCn2Pu94FAZKJBE/nVxgeHEQUReLxGEeOHEX0d5idmkGURO4+WCGcU9nZWWPtyX1i+TFGJ6b56Op7nDh2hrOpPLduf4beaXDg4AF2nj2m5ygUGzVaVpOf/uRv+N3v/DGO41JvNonHYqRSSaZnplmcX0DWwkzNHmD52WPuPF5hYWEZUXSZmhxj5uRJ/uqvf8SbX36Lux99ge+ZhCNhZNtla3uHV998G9+D4bFJdL3D+m6dmYBGIKDguR4OFuFQkMLIIMW9MvmhQURBRBEFYtEI4YiGY1u0mj2KpSrLyxvsbO9SLVdx6bK8vMjp0wdxdJuAKNBo1HAtk2AwSCyRIJ7KoS0u0+sauK5BpVqm1qwiiEFUWcPExkAhpIWYnZ3A930cx+4PoQ0DTQsCYBgGUSXyfB/r85W3Xufzz39FIOyhBRRmDx5FETxsvcHG0m2y2Sy2C2triywu3qDVtvCd0K/teH79cNk1WVsvMToySCimkR7SCMZ9UGTyQyIjAylkScIRZFRZJJ8O4voepuNh4GJ7PuWazea+juqrhFWFaFhGFBR2dvaQJZ96p4clJ8gOTjKazDI7mMd0LIbTg4Q1DUEWESUBSYLHS7fRuz1OHDqGgIjtgu36dCyL/ZbOsy0d204zUjjMjTu3uHnnA4q1KrWuTa1j4yHgCz7pjM3gYBZP8HHxsJ3+dqHd9mg1wQt4oDikszKVdpNirQe+zaHxDOm4hiwKTI2E6eouqioi+DCQCXBgIk88JvPZrdsoQl8pm0sl8P3+oNYwTSwLVtcteh0fWZKJhGJEQ3G0oIbvWly9/hBN0zBNg55u0mz38GUNOaCB7/Pn//bPefr0KalUglq5SqPWIKzFsQyZTkfEMGF/v8LSwjoPFss8fTpPYmSS+bvX0HWDa7ceMnvmCnNz03SaVURXx+w2uH7tC27dusrxqREOT0wyOz6OKmvE0zkmj5xBi8bIFkZ58vgO712/SrFZe96a+/iCz/Vbn9BoNGm1umjBEO1WA6PbwrZMVtb2cAjw0mtv8l/+7/5rzpx/AVEU8YFOt4caDPXvP3yf0yePsF8sPYeXO7z+5TcZzI2STae4fOFFQpqM0Svy7i9/yPL2JotLT9nbLzIzeYgPrv6ManmPN177BtXKPrF4grFDR4iGg/hen3r5xa1PqVVL+PRJi6Io0mh1uPLiZaYPHuKTq59z8+5jHm/U2VhfI5pWSA0lqLZLrG0V0eJpfvHur6jX60TCQeamZnn99dfY2d3DMk3W19c5eeIYT+e3OXP6OJ2ewdEjM3x+7Q6SJCP5fSOpFg6hiBK2adJoNtE0mXKpxN5+hVu3HvLxx9d59mSB4n6FdquHJCoENYfV5afMnDqHHAqjGx61zSUabZ3R8WkmJicJa3ECAZ9ISCEXj1NIp4iGAwgCjE9O8e3vfBU1KLO3VwI8RFHsb+ok6e+IksGgiq6b6L0ekiBw+NAckbCKYZq0O1VURUFSI2yuLhINJXjw+S+4+enP2Nq4jyyohLU8vv+f4E5//KREKhkmnhDIZWN0rDaGZ2E5LuOpODNzh9j+yQ16poWPgmcKGFYXTYXRkSg7+13UgIRhezRbOj29R0hTaXUMbMlFlAL88R/+PocPHiKgKPxfPvyUZNSnMKzRc0wsz6fR8AgGROJRCaPXZnNjiXfeeJWdzU0WtvexXBdFFskmciiyzMpmiaX1LZJRmWRMIZlQ+z4kATzPI6rFMNwmzY7NQC7LRnkXEJAFgZAm4Tqwvt3CHjMRJYGx0QDvfXGXP/7qRbSAzEsnR/jBxx2ernQAj+MHo5TLNsGAT89sYvsOjlfn8qmX0G88YqfYJJdM4Pk+tmM/X6krhLQoA9k0MxODFHJRNrZLffD84ibnT5ZxfYFAMEwomuTu3Qdcv/oZ6XyOZKbPEK5UK3QbTRQtjBroD9ddy6VUdIioCrmhApcunkaLxQiGgnhSkOreNpVKAwSJI4cP94HyRg9VC3P8yBwZ2SAe0zB7LQ6cuoIoKZimycrqM+4/vsG5sy8xMjPHR49vAyKC4BELxzhz9CxHD5yi224QUCTatV1UxaNWNUEKcP7yi1x88Qq6rrO1tcXY+BiGZdPsdHAMHTmfJRAIsrW1wdjoGAFZQtd13n/vA/b3H5OK5HkhleHTTz5lbCSH0auhqi7h4AC5oXHq1RoDhQHikTjbu+uIlkm8MI6mhZAkmZ7l4Hk+4ZBGp9fjRz/6Ln/8J/8VyUSCWr3G6uYekXCQ8y+c54Nf/oJjxw4yMzlIMpVkcXOd9fVd6tUmqQyE1CA4Fi++9BJTk5PUahVWVhY5fGCO/eI+o6PDiJLMa2+/jeB1GBsZoN1qE4tFUGQFw7IISBKi77G8ME+p1sIyLIKqwpPHi5T2SzRbHSzTwrVdNC3I6MEhXnr1JTZWniH5JmoozPjho+zvFzFcH9E0sSwLUZL7Bdv1KKTjKPhMpFKUeyabVo/BoSxPHj1D1mI0KhUGC9m+Ux3QgirNZpdYPIKsyKgBCfARJQnbsbl48Q0eP/uQRCbGxsYzpqZPcOrS2xSGx/jgx/+BA1MThMIZfvnBdeqNJt3efwJzOa7J1Otdkukw+UKM0naFsBxhfDSB5IrsbC0zXMjQ6XaoVDx0s0tY67OGlYDIQDyIqsoogk80EURUepw8OMYH157R7uosr23z9/7wDzD0HooS54033+DWjY/QiHN3eZtGxSWsRtA7JhjQlW1OHxWJROL8we/+Nv/t/+NfkE1nCAY0SpUyQcVE8G1GMiGGBjT2yhb5VBqpXcZ2oNE1ySSzbO6XUUIOU7lJ4kmLZ8s1YiGZWFhGkWU6bZtm3cYVHUYHNQpZgUq7RzKdwrNMXn/hENfuPyEZF8mlgoRk8fl6H3TTpWcaLKytkIkH2S7W6egGjiAwMj6FsLnJ0cMzTE+O0GqbHD00g2tUyGfiRMMqtx9vsl3qMD05yvz8Ih9/eJV6vYEsK/TWV5mcnWZ1cZWBkQLDk6N4CKyubWP0bFRZZHggy4XzJ2h2bQ4dmmOz3GVWCzB8/Aw3717l9Ze+QqfVQA32xYqSrFDZ26Gxv8vMifNYloUWSyKIIrVyiY8/+yUre+s4nkfpgx/yf/hn/x3Zj39OxzA4Onuck0fOoGlReu0W2WyWVqdDfmAAz99HPTDKS6+8huM6rK6uEIlEiEQjLK2toQWDBBWFVCaLoesEAkEGB3J4nkMkEiYQULFtj421Ns5QmBu3HyGHcnzr5Uv86Md/QTQ5wcljJ9hY3+TxvfsMFt7i/OmXePfjnzCSznDj9vvs7Kxx6uQVBsfmGK+0aJo1Ol2dveImlfIeqXSeSCTMQLYfKg2rCvl8jtXlVS5fOs2/u1rC6LhEzRaiJ9Ctl8lNTPC1t34L1/epNVpk0kkioSCiALKq4bguoi9QGMhy59pDMpkcruMwNpihp+tooRA/+fl7uK6Lokj92V2jzQe//ASr18WxLHqGh4/IubNHmD0wTa3eYnxqGk0L8tPvf5/zF8pUGj2So5PIks/q8iKtdosDs9NkUkFiWopcOISAhyDIRAIBsjGBTmmdoew0g9NzhFUJjz7eAwQ8HzLZFKZpoKpBfK+vrdG7PQKBIAMDeSqlETyC5NNJ0ukMiqIgiDIvvv3bGLpOcb+IYToYho4oub954XEciAYVquUGnmfTbtlEtQDttklQC1BtlXjp/Gs02j3e/fA6vV6bwbxGq2fjeWAaAobuMDcZIyirOFaXs8dH2StXeby0j+30aDZbiLJK0HG5cPEKv3j/A9bvrmDbPr6nMpxOsGO1aHX66lvTDWLbFoNDw/z+19/mB+99yubOHvgehVSAs4eT1FsGe6UuWiCApbtkYzEc30IUBSJahG7P73/iVpd44/wh2r0urbpPu+MQ0URaDRtBdskOSuimz+zEEEZvC0U7iyvKHJxJgLtHKBIgqHjkoylaZgMbj4AsMZCTaHZ3OXPoIqqi8WB5D8N2cH0YGpvgxQsn6HV1BERqtToB0UPTwpw7dZhsJkOtUedf/+uPKO0VUdUAQS1It2ci2CatRpNUJoWh90FsyyubaJEI0WiQk8fnyOYzZHM5Tg6k0VSRudEUogCDg4OYX4jsl3eIRyNYlkUmV+Dujc9oFXeI5wpIwTBBNUS1tEtuYIQfvvc99qtlEKCr+5i2zu171/jmG99CdzwGB4ZZX9tgeecxdqvI0Oxxlte3OXzsCBOHz2G4MobRIzdQIJPNsry8CJZMTNPIZLKoQRVRlFBMGcvQWV1dQwoEOTA7TbG4z1e++jYjI4MIcoBOt8fMSJL3P7rBwPALFMtV3n//Yy5fOk88JrO1ucb41CwD6RyVdhnXc9jfX2N7a5BCYZR8Lo3csNiRm+yVavzFf/hX/NN/+t8gSwqy0Ne9GIbB+bNn+O53/5oPPr6F3YugWTUCssDM7BSnz5xmb7/I1tYW8ahGNl8gEAhSqja5/2ie0+deQBI96uUd9vf2mRgdpq07BLQwyWQCNRii3mzTaHZQVQVR9KnXmjTbDXoImKYPiGRyac6dP4koCzydX+WFy5fwfZ/84DCRaIKrV29SrnUJBARmpgqIvonVbQI+L115g8ruJqXtFdpdHR8fyXHJZDJYlsVOaZdDJ4/3scCyjGlaBINBfN/HskwkScayrH5BEgQCqka1XOLZk8/QOx1EMcBbb36NXs/A83067SZKIIBtO6ysrlIq7WDbPsn0fwIWw/ZcNipdKhWD/Z0WA+kBEokUO/tddD1IJBGjUdkkGY/zxounSKc0ZElkPJ8krWjEQyE6tkWja9Cod/ANCxGNkVyIcFjCxePP/+J7ZFIJNraLeJ7H73zrt7FdAUkMIEoyW7U2CDI+Iq1Wi5XNIvPz87RaTQr5NJ1uA1HsHxOOFUKU6z08oFwzUSQVfJ+AGCWbyqCpItVmHVkUkAQBy+7RbO4xPZpHCchUmjadnkgwoODbEBIUHDyK1SauI7K9/YBKbZ3y/gKpqIrgRbENGc8BRQhRaZjUGi6G6ZBIqtx9usChyRHS0RAiHvVaHVmSeLC4h245TM9MMzqSZ2BwBEGUeLa0xSef3+W9X/yCZr1OOBpGDvSd5ioOwYBMt9mmWiqzub2DadlEohHmpib5x//kD/nSV94kHAphuaCFQoiSjOs6tFodPNtlbnyQ1ce3sZ3+/KRUrlDpuGz2VO4ul3n8dIGPPvwpP3n/x9SaDYq1Ku2uR6kMnZaEZ8ep1bqEoykysQSLj+9S3N+nVC7Rc0ANR2g1Kuzul0km4kiiwNDIGKoaRFEChEMR8ukMI6OjBIPBPlfHdem1WywvrfLp1S/46fe/R6fbxbQcut0u5184x/lzp3j88CE/+en7SGqc2YOHeeerX0GLpjFNk0Quw9LSY+r1BmdPvUijZxANBcjFoywu3CWohThw/CyO4xEOq3i+x9LqKvcf3OsPsZOpPidJCTB34CAzMxOUijUyFDlxYIR//I/+hHPnz7O9X+bUiSNMzx1keGwSfHiyuIpuuVx58UXM+g43Pv0Ivdvk5JlzNNoGyVCATL6ApKh9do6h0+10qFVrbG5tYJoNkgkB1/eJxOK8+eXX+Ef/m3/IwFCByZlZ3vnmN8lkc89JjB5nL5xjYX6d8t4+lt6iur+HFk1iGS16PR1ZUkDRCCVzRBJJlEiUeEwjHo/g+gatTo2u0T97EQSBra39PmrEdfrDZtd5jhTpb7h81wa3S1jyiWlxzpw8j64b+F4f+uV5PrZtYdsmz57cJ6yF+MpXvsR/9V/+F795x9PyTYJBga2KTgGYU1UcJOxuF7PhEkmoVOqbDAxOkc1mefu115hffEgypGG023T0MlNDSdpti2ftGmpU5EBuFDkQJJfRWFrr8nRxmY31DeLROJZpcvjwUYKBKLpho6oKnmPjCTaTYyO88dorzExPIgDvvftzYvEo09k8tU6XRs+k3jLp6i4Xjo+QT1h8cW+XQNBFi0iIbhjd8Fnc2KDTdQnIEucPDlGstzmcPsjIWJ12D+rtHmHVo1b20AISwbRAo9smOzRAq9ii6XXxHCiWdY5MiURjeUTXwLVFui0B2/UwzBABSWansoKinkLAxnM9dKND2XXp9bocm72CjI3v99e67Z7Lz35xFXyPUDiMIAp4toPVM/Ecm0hEw3ahUW9iux6WBNFIlDfeeJOx4Ty729vYls3hA5M0dRfP82h32pi6QbtUZGwwy0vnLvLd76+ztrhAxw+yX2nR6fTQQirlapFGs4xptXn18uv8+V9+l2LRw3ZEYtEohfwgsWic+ZUitVKDkaREMp2iXuvgSiEGpsbY3y+SycaRvSatVotkPNH/5fR9BGB4ZARBEJ9HQ2xE32FrbYln8wsUhsZRgwqHD72AZVls7uxT2tljcnKME6dO8MZbb2JbBkePHEQQ+qHfr3ztG/z5v/p/8Qd/8G3+w3f/lHq1Sj43Rzo+gKHXwFdwfZOnT+9y9MhZstkhDEegZ5h0OhZ3vviQ8+deIKiqGJaFLCsoisTJU6d49nSZL335S5w9c4Z2p4MotXnhzElCqoJhGYS0COubuxyYnaXdKPPkzicoaoxDR4+ysLSG4z8hoIUJxtPsl6qYlkUmnSKVTOB5HTxcQqHnSW5B5fwLp7j88mWKpTLVWpVsPo8oCDi2TbVSwXFchkaGGRkfJz+QY2XhGYvdFtgm0zMTyOEEq8vznD7zAlooTKfuYugdQukUQVnFdE2OHDnORCDJbq3M9OAIpqkzOzOJZRnP68zfLgv6ObBqaY3SziKSEGBy6hgdHbRYFtdxQOhHpURRwrJdarUKw7kMc0dOEc+PcPfhU37vt771mxWeRCJEQIgiSU0EPEqNHutbJfSeQSSoUK6bxOJhNjceMjh6gmw6ReLcy3i2Tqu+y0Zjj1wiyuxolq3yDp5k0+4VCYcUpsc1ilWLdsviX/zrf89//9/+H/uWQ8/jP/+TP+Rf/Ks/w9Q7jIwM85W338LxwPX63m41oJBIJVla20EOJ6DZwsOl0vA4MB6n1TZRAxLpmIyqCviCzk5FR+8GKZZrjMbDWK7I0raBrKg4jkUukqY9ZrKxbuAjogbo+6caAgHVodHt8GyrRqPpY5gOATFAOmUxOlFgf3cBX5IYHxphaadCs9lkJBNkPJ/iF598SiKSIh5LsLi5T63ZwnYdrt1b4quvne2bEVyX0dERCgN59ktlfN+l3TZxLItULIYghyhV6gguqKrMyWMHOXriCOn0AFNTE9TKfSTH6PAgAdlH12s0azp6u0F9b5fBVBTJd7D1LkcPnmFxt4mFjmXZZHNpXFdnfnkeQZBIxuJs7bdJpscZJYLn+iRiiT5UvVaj02yy63msRQJ85dWzBONJthcXefjsKYdmZ4gGLcJBl931J7hEOXLmwvMxQv9T1HUcOt0ed+/cob63DoKI6XpUK3f5+je+RSqd4eGD+2QTES6e/RK3bt/HsgwOzk7yNz95jyOHD+A/19pomsbI5AEqxRIXz11mdXGRjTWVAwfO8u7730OUOgRkiXtPbnHo4EkmZ46gdzpUYw0Mw2Jle435pw+ZO3iUtfUNZqancV2PI0eO8NabZY4cPoTtOMiKQiIe78sfRRFBkPF8j0wqwve//28p7ba48tKLlJsdbj+a58CRE9x79IQ3X7uC5XiYlkWj1QV8NC1EIhGm0+0gEmB64hAvvdafgz159JhoRGNk+CBbm1tEY1FEUacwOEhpf5/i3h6JZJwLL73E8soqrqNTrDcYadZwo2lKu+uUyhVSqQSelaXbrrO/XyIwUiAaixFNpAmKQSzHQndsJEHEtHRkOYBtmygBFc+2qFc2WZp/iCTZTAwfJDc0iY+E1GhQLpexLIOObjE6XMBxPNRAgG6zSTSRory9yI37Cxw8evQ373hkSUWWZIYHE6xtlEhEVGKxOJ4H1YZBLNbHXJimyebaMwojc2iqjCtFiETzXDp9jr3KOsmYRjw+Qs9qsbRaxkdBEkQmR1QWlly6vQYPHz3hwNwstm0xPTXF2NAgFy6c59DBA5imSaPZIp+JEwppSL7DlZNTXL9xD0VVqfd0BocDOI5L5PmQ+OqdPZIxhU7XJhARqLU9FtbbCJ7AfsPE9wUSCYULR+ewhBqJYILTM1kK6RJLKzt4DgwNhlAlha1Gg63NKr2ei4iMqkTxXJdbT8sY7kOmRkdptKp0Oj0UGVKRELIrEgmF2Ss1mDlyFEWW2dyrITxP2S8trLB3dJKBbIpur4csybz5xhX+zb/9DzRtC9fvF1oloNBotLGAMycPcfmF06TTSR4/W0agRCGXQJY8jh6eodVs0TQt9vf26bUr9Fot5sZGGBwbxei0cTyBO/M7qOEQtmOCoFCp1MlkYkiSgOO4jIyMcv3GDSKRBLFoEs9z0dsdOs06nm3jAXIwyOSho6TG5jB3d9jdLdHp2pSrdaSkgoBPYXCcX314j7GZOWKJDLZtY5kmuzvb3Ll5A9OTaDc7JOJhHMfmxLGDhEMqvu+jBYM0W01u373LoyfPsG2Li5cucv7sSRYWV5mdGe/7vDyPs6dPcPuzjzn7wlme3b/P9uYm0USSscIEumPQ65YxLJv797/g8OGzxNJpst0yOD71uslffe/f8c//+X/PzPR0H3/yHDvy8muv0u20sWyHUrnM9NQU7W6HUFCjUtrh7q2PWVhZoNPrIYthbt97guv3wW/Xv/gCWVb4wU8+4OXLpxFESKdSfP7hu7TdMJ4fYjCf49iJY+QG8piWSbvd4vTZ05imiRIIMDo+juc5WI0SD+/dodXuUCgMMlDIMzA0xNzBGZbXH2O7Lr5lIuCSzQ2wvPSMFy5cIpbIURjqUbp9l2uf3iIzkeQwChOTB4jGUmyXioymMriO1R8m+wH2t9ep7D9B73UZGZxicGQaw3RR1BD7+/voeodWfZ/tlWdsFHW+/KUrBIMaghBjdGKKyv4OBOCbX32TZH7kNy88+YEgtbpOMBgnG1fZ3SoSicTZ3LX6XnDDZqgQoqcbmJ064VACN5ElpAUIhON4bZ3BvEKtsUJQETFdh3ikwEc3l/G8HrMzGgN5lZ09iz/9i7/i//rf/Z8Q8Ll+/Tb/9B//CT4i62tr7O6XiGgBfKOBb6/y8ItPyWRURuIe+z2bcFSg3bYQRNipdWi2dXqmw+F8inBYwTEt7j9sY5o2ki+hhjWOzo1yeHbkuT4lSbfXxLDaqAGB1y+e44s787RaNrZvsb1vE5ACqHIUwzBpdVtkkjESiSSe3y+ia9u7lOs1Th+YZTAe6YOcJJnl3SUOTNQZLaSxbR1FErFdF8eyuHZ3ia+/fpbrNx8zNDzE2GCW0fFRNje28BwPMSBSqzYYGMzznVcvMTs9ged6rK5vk8gUOHJoFtHVabVMupUmrVqVZ0+fkQrJDBZSnDxyDsn3EdQgS/PrPFvdxrIsBocLPH76gFBsoL+GdzwK+QKlcoVEIo1t9DuKXrtNr1nHMfqDRCkQYObALC9eOEUqEabX6188z87Ocf/BEzq6zXK3RzYZwXm6y+hgika1iCwH6HXaIPjcvX2LeqvXZ/9IIgIKM3NzPHq8QACLg6dfYWR0FHN5mZ29Ivg+QS2MYegMF3J8/9Y9kokIqWSCjZV5vvj8Gr4Q4P7Dp2iJFBvrm+SGhpmYPMy1Gz/HxiGoKDxbeszRY+cZnzrMxsYKiUgMw6xjmD1u3/qC02cusrSyytz0FNV6g0Qsyu72FlMzM0xPTuJ5HjgWGwsL/OSX3yMggOyDbUq0TINExsZxPVzH7XN23C5BTaNSaxBVBR48uI7j9MUIjgumYRKNRmk1Ghw4fJR0Jo0oKWih/jV1eW+LrbVnhD2TpcV9qn6A4ZFh1tfWGR0f58VXXmPtTxfwZYeuo2Pv7yGnBzFbezybX+bw4QPEM6OYxjVatQ5+ROXW/ZtMTR8mjMH6kwXyJyESjYHjsL3+kK3lJQYKA0yNnyQUSxJQgxTLm/3XRHkHo1Oh3mhTLrWoVi1++f4XFPIhzp27REjTGJuYpN6s0yhu4Xi/tu78rzCXdZN6p836/g6btTbVVpuAYJONq3j4lBpd2l2H64/XebZZ55NPP8PSm9i2B55DOpcjnppmKH+Eatuk1XMYyGY4dXiQetum3bHQAuBL0O72+OLaTQRBYGQo239teh7tTpd8OkYmGmDpySOe3L6O63k09jsYrTayYjCcS+PYPuMFjXhcYq9mEAmJ9IweCA53HjTp6RYSMgdmRvn6G+eZmxiiVGpg2S5GVyebSiH5cXSzTqmyimWLVNoKxSqEg3EEFFqtFngeV84d4VtvnuPE7DD7pQY3Hy2zV7So1V1qlSaVao3tnQrP1jYJB6MkohFisSSXTx1AEAQE36dnmKwsr7G5W2ZyfJDlpWUSmQG++qXXsA0bz/NQZJlQLM5Xv/Y2B+emgT46Y3x0gOOHJunUS/R6PeKJJI8ePqW2s8TpuTxnjk4zNTaKEgxTN126uk4oHCQ/Ps3pS5d5eO8hJ0+cod0oIwhQrbcYHppgZvIgzUYLJaBSr1Ro1at9CLwskxgY5Fu/83W+9c7LaCo06jXKlQatdodjhw+Rz2eJRCKYrkDXFckO5UiPDGAabdqNEqoisLKyxtZelWw6ziuvvc74gWO88eUvcfHSBc5duMzjh0/YWXvW5zZpQeKRCL//e9/m/Pkz3L51D4AXL57j7u27/Oon3+f9X11l7vAJvvatb9LqOUzPThNQZHbW17Ati5nJQ1iOD4KI7bnovS7hUJgDs8eRfIGhfBbTNvn+j/4S8JkcH2NjcwvP6zvF1HCUH/3gB9y7e5uN1afc/fRnpNNxBDFCq+1SLNsgRpmYPIBpOtimRa/VxOw0OTAzTr1U4dadRyQyWXRXptqTcGwbz3VJpJLIAYWh4SEAJEnB9VxKe9vc//xX7Dy5hWR0Wdpr0260ScUj3L9zH1URaNRqhCNhZqcPoRseC1v1vqtNb5PP5VhbmqfT6aBqEc5eeZ1YYYhILE4omGB7a5P1pc/Y3Vpge7dCTzcQJYFcOsfRY2eZnjtDLJ3Hp99Reo7O1spDdjaf8Xh+jcXlIsW6gWE7lCo1GpUaZq+Jj0BueBzH0LE9m435+7954RnMJDF6PvWKQS4aYWQwTSEX5chslpgqEY0GebRUoljr0jZMAlqAjz/5FKNbQRQsZMEjIItEYgWOTF8mER8gHs+TSKiMDgaQBYHDoynSSZFCTuKvfvhjVpaXCUciuK7L9tYmAdHHae5Q21lF8U26ho0ky5RdkaoToFBI8PUvfZ0Xjs0RVCWiIYVsVkM3fMo1k3tPq1RbNoemxvn2119mZjSPaThs75ZpdfvMG19wEZrb7O8W8c0ktx5XqDSamJaNKCp0Om163R6qqvGNt19keiSD7XisbxUxLYtqU6dj6IwORVnaqnLt4Q7LuzUywy6iYDM8MkgoonH08Fzf+S2J2I6L7zh8fvsZA7kk504fxrEthoeHOXrsEOfOHuXLX3qRfD7FJ5/fw/M8HKefXXNcn3qlTCKRIJ9Osjh/n29+48ucO3OKkZFRAsksXSHIfqWG4Bg0600cVC5eOEcqmycaT7Awv8zY+Bj+8wGm3jMIBjXCIQ1NC9Brt/rP0WyekZk5Uukkt+4+Yn5hmV5X73N7LAvDtGi3O0QjUXb3SsTjUWZmRuh2OmhhDc/rYxIc1yObTjKQz3Do+BnSmSyvvniBblfH92F2boa9cpt3f/pLHNtiYmqa8fFRQuEwnudx8NBBGvUq+WyK0n6FbqfHH/7JHxHQQhiGzqXLl3hw/ymzs1MonoHR6zI0MofkS7R6PXxACgSwLYNsvkAmEiUelhAEn1anw8cf/BxJkhgbHSabTrJfLLGzVyQai/GLn79LLBpHk1Q+vHqTWGyAelciMzDKwNAojuPhuQ6eYzE3O87v/cHvcOLUMSanJygXyximTSjSzxL6fj8ClEinqNWbhCIxfHyq5T2eXP+Q4vxNYqLD1NwcYwePIofiiMk0F48fYnKm//TptNsIgsjpFy6Dr1FuuPiAa+iMjM8QC4k8ebqI5zqk84MMDg+QS2RJJQe4f+8Onitw/Mg4oyMFZCWILIkMjRwkli7gC1I/6C0LLD65y/LTBzxdWOfRUpHtcpt6z6bRswgEVQ4eOsD2fpOnj+/iOBaSAMNjE9TrDfhfQZ/+2qdWJBQgKCiUOzpHzw8TkCUkPPZqPUr1HqbvYvse2ajKaD7JxHiBJ/Ob7O2uUK/GyA+NE1A1EAMYrkKnGUELJ0nEs8STKsmggiiqnJ7L0LMMbj1qcf32fb7+zlu0uwaffPgJ8+trzE3HOTk0SiwcZK/UZrvc5NLFU7iChyRCNp3kK1/6BtduvcdesUY0nqLbe4BuCgwVUvzOl2eJRyJUKnUMw0QTBSbHB1laWePj2/dQVY8rs2N4RptiTaLblZBlmV6vCz44HmSSacLBAPML69RbXSaGkgwVMmyXWpTKNbSwx/EDw3zw+TL1roMfkNjchmxGpNYs0eyEyRUG+MY7r/Mf/+YX2E6Xrq6zv7vHB1/cZ2JkCN3eZmwozYsvnmNx/ikb22XOnjtDvdZga7dMPh3HsC0ymQyyLHHv/nXm5+9iuy6HZo+iZUZxrA4P7i/gCxKiVUY3wXEk7j9a5h/PHKRd3iMUCuI4NpVaF9t2CAYDaFqIZDpLdX8Xx3VJ5PJEEynwHPSe/lzwJvDRFw84fXSawXwOWRJ5cO8h++UaluWQjEX6cHvbxbH6jB3XtVBtHVFKMDo6zOTcEQzDJBTSABgaHMB2bNRAgOnDpzl27CCr6xvMTk/j/53hwSOdTvLg3l2SyTRf/61v8Gf/4v9Du9siHlFxbAskAUEJYnsirgCLS8s0ew4Hpo/yaOEeMxOH+fCTnxMOBLjy4peYPnqMhYUbRMIyhuHyi1/9lEtXXkeSFByn33HOTo3iemM8fbbCj372HqZlEY/HEaQAw2PjWLZLr9MPAU+ODXHk2CECqsre3j5aSCOdTbO+WWJne4fx0QKVahPbdjh5+hiIEp5l0Gk3WXjyEL++QzQoMzQ9Rzw/RGl3k6cP71KriYiSzMDcYdKOg6IoWJbNkydP2dorceXKi3zx+Q0ebxS5cuow3WqR/MAgW7v7VCuD5AsDz59oy3iGQyYZxbNNjp54BUnsCzo77S6KEqLb6xLSVFYXl/HlAA8eP2On1MC0bRzfw/bAc13CoTAvv/gCyVSCrfUtlra2GNjcZHBwmFR+mJXlJTqG/msLj+D/7U/3/8fX//mffxvDdFlbrKFoKlpQxtItED1Wttu0LZeBTIyBZIB60ySgiARUmaAqU6/qZDIFhscmOHxgEkSZSq1JLKyid9ss796lVCkSU1RUWWK71uLRYgfBV/jOW6/ys09vU6pUSSVkhobCxIUgY8NZ7j7aYrfW49K5EyRD/YvLyclJRiYPAD5Xr37KdqXH2voGF84cIhKAUqmOZdnE4yEESSakaqyuP8J2TO6u1BBFEVWQmBvNs7jdpaPr6HaXoKxw/MAUWlBlfmWfnm70PV3PvUSGpSNKNo2WiyD6jBbCbO938BE4OZdAEFxkRWNycIJ7T3b4xtuvUhgZ4Fcf/ZTlDYdyvUNQlkgPDfHNN19EDarsbG0QCCiYeo/84ACCa+C5Dlu7dV44exJRkihvLvHRR+8juQaJeIz9eoUXX/sWkUgEJRCkWm+zX64+N0XalHf3UdQwrqgQjwQxbIdG18ayLKKREINDBeqNFmogQE/XaXdtXNfC6PXwRIV0MkqtUgFBQJYEcG0un56iXt7j+v0NbMcjnU0xOzNGOpPg2vWHjI4V+vD0kIbUrTJ14hIBLU4qnXuuP/H6NGxRYHNzi8HBAu12B0Fw+Zf/6l/zja9+hemZA6wuLREKh/p3QJEwsqICPn/1H3+A4jUIJXNk80PsFSusLi7hG20uv3iaW7duk0wNcPzEYT746Cf87m//EX/6l/8TsiDxnW/8PaLxND/+0Z+h6x1WtmqYlsMbL7/Jb/32H2KY5nOvmoQvwPvv/YoHD58QDGkgCDjPN1VmT2dwIMOFi2cJRaP9pL9hsLq+Q2m/yMzUOKNj41y/+gFfeectNverRMIh2s0WkajGoyermL02iwsLTA7lee31y3RadTY3lihXi/iWz73FBi+/coXLr7yG49isrG5y//Z9VFXh6PHDVEp7jIyOc/f65+h7a4xmQ8xdfp3r16+RG5zg8KGDtFpN1paf0u4YRMIah44eJxRJUq1WSKdSbG1vEYuFWV16SrO6S7HUoaFLdA2bjt7A8VxcD8LBEKePH+fFK1eIJ5L4joXlePyP/+P/HVmS+dKbL5NIJLANnYcPH/Bv/uyv//8Wnl/bD924s0Gr2iSfCTExmmV4MIvlu8xOZHnp7BDpoMJwJkM8EiMaldlrdrEEm3KnzWa9ze0nK3x27QZ6t4NjW2RTMYJahM39Jnl1grmxg7Q9m7ZlkkoGGckHSagSf/nuh9TqNXzfp96yeLbY4NrTPZ6t7JHMCFQ6OotrOzimhW05rK6s8O7Pf0hpb52XX3qJly6dIagoJGIhTMPCtiwi4SDZTIa5ySyf3fyCsQGJdDyOLMmkE2mmpw9RaoDrmCiIDGXTfOfNixyfGWG6ECMSUhFEEdtxaHba1FoN2qZOLisRjwnYpsDadpdCOkAhJRHWBIJBCcEHx2mSG3TIZBOoikK1XuOd104xPZql2+3i9Vpcu/Ogf3YfCCIJPunsAEGxf/8Ti6V5+9UrpONxFh7c4ubNz4hqGiICrWqZkcIwzWqN5fkFdit9DGal1kBUNARBxHQcLPf5XGmrQs+VOXdijogqkM0kUGQJz3UxTYtWs0Wr2cCwXXzXwex1EBDQQhqCKLG3s8vW1hZ/89MP2Nrb4sh4ClV0OX3yAIODGZqNJpbjYugmtXITPIFIbgjBtdjd3qTdavT9VjynUfs+6VQKgHg8xi/f/SXh0D53br+L4zhE43F0XSeRTCIrAQRBwDQN3nnnLVrlDUobD3nvZz/n2tXP2FpdpVbv0GoYHDt8ELPTwHUcDs+c4OmTB+AJOL7L+5+8i+95nD79Eo22iRaScV24duMLtra3UGQFH4FytUyv1+PY8aP4rk+z2abZaFGv1gjJEm+/+RJf++Y7iKLA0tI6y0urfP7ZTRTB58tvv8rwUJ7BgSzHTpwgGAwQ1jQikTCOC0FVo5BPc//eYxQlSK3rcO3aNe49+gLHaKMpMh3LIqB53L97B0Pv0mo02N1c5+L5k7z19luYlsXM3EGGhod47UvvUOp16XaaNOs1IrEkjtVCFCXiiTTHT57n8KFDjE/MEAyGwfdoNBrs723Rqu1y+/r73H/8iJtPt1jYrVCqFdEtB8+TkCWF8ydO8b/9J/+Er3z168QTaUACSSWohfnqO1+lrdex7S7LKxsk0lmS0V+fTv+1Ty1FFGg2HaYmkkTCQRzb4eDMAI/m92m0TXzHp9FoUm8pdHSnnz+RfEzPR1Q8HHxq7RZXP/uA0ZEhZmdPogTg+NE5muUaRkXi1Nwl1vYeUa83GMxrRNIhPni0h+t7OL5LSJKYHgliOx77jTpzuRhTEyoL69tcOTFFs9VG1x3iiTg/+uHPeOH0SU5ffpVLLxxFDQTwwlHOjg7iuiZyoEM4mua3v/Y2sUiAp6sNTh/NkUhl6fYMuvUGmXicSqNGIaNhmBZaOILjeZw6NMH7Xzym1qyhaSKDOZWu7hCUJWTRJhEXaXZdYmGRzaLNvflm3xaBRDIeZDgf5rs//Q9EQkEmhw7g2CYvnT9MNp3g4cNnxNNpNjY3SSZTyLJERAsSCyuMxWIEZJl6s8nuziaO7xGPp1hdX6RktHE9n8D6Gqw3MOsdTl6SSMaj7O9uI4oi4VgSJZKh1uzg2A7BgER1b50fLT9iOJ9DEgXajTq+5+L4PoahU93eYnD2IGI4jNczqLc6uK5Nt9tF7+n4vk+7q9NdMPnahRRnz55manKOnZ11nj5eRhEl8pkU2QNJBEHE8z0CisxANk6vuU8klkAUBHzP66tRtP7Jvud5jIxOgFClVtrhs08/4fKVl0mmUqyvrTM2MYHnuajBflI/PTTNysJj2g0PUVaJRGKIhs/q7QXe+N2X2d1Yw7MtPCHI3sZTFFHBxqZYLVIs7jA8Ms6h4RHWK0XqNZN2t8vnn/6Kb/3236en94hEIui9Lttbm/gCWKZJJhXn4psvE4lGqNXrLCyt0ukYyGoQ0fN5+81X+ngJQSSTzdNqt5iemcF3Owxk42wX68zOTXP1k0+QlSDRaF8/MzA0yPziAmdOjKDYOr7X5zDpHZ+u3+Kn3/9rskmPeHoO3+xgGF0OHTqA74Pea/Pg7udoUQU3GGNvewlJzRDR+pRFVYsAQXKBfj7PdkyarTIriwsMRCUer6+zV+vR7Jp4z7sRz/NRMTk8d5DLl88zMjqOIMrPRX39R5LwPGB66NARBq7GWH7ymHRhklazwdDY1G9eePBUsgNx5EAITZVxBBfbUTl3YoJPry3S9T0qnRbZVJJuz6XVdUjHFLb22iiyhOs7BAWJaFggrIk8e3SH0clZ4skUiUwCN52kXK6S0maJhaps76/TpsfBuRAPn7XwHUhGJVQFtvYMpifDXLtbIxIUEUWfW0+3ODEz0MdwWD7xbIH19SXGpqa4dPEyt298xMnZYeq1GmIsTiJ7EEGQSaQEJFnlfNYhtbLG0uoWnXYXSZTxPYOABqats7C5xgFZ5uDcLBvbuzTbLTx8JAGmhsIsrjcZyWnYlke54dLqwKMVA1kSMS2XSAhUxePx0j7ttsfEuEaja+AZO9SqDWamJjk0WWB3c5MXjo6zslslFAwwOjlGPp0C36fRabGwuMry6jNsS8ep19msFNlod3EcEdP0cF0bSTQ4Nj7FrWvXef1LX0ENx7Fcn+29Gj3dQFMVAkGZyv4Wghwkky0we/AAp44f4vHjZ9SfLuKoIYJaGBefRqlEcnAEEQO93cRXFATPI6BpWLqJpqqMDxU4ePZVUtkcju2QyQxRqr7P669dJhWP4vugBmREzwZBxnFMqrU2WqxONN7nQUNfR/y3L/7TZ06hqgIfrqzw8OEHXHnpFRBEYvE41UoZQRQQJYWd3X3mF/doNgVEJUgwGOLSpYtYRpe7n36Brevk8ll6nTogk8kO07E6uKaNh88nX7zHd37rH3Dw9GWe/fQvCUUC6D2TG7e/4OVXvkQsnmD+2VM+/vgzbN8nmkhw8dI5JifH0E0TNaDw6MkSiVQGVVEYHxlADcgIosT+6jLhXAFVFujUN9nbbHDw4El810YLqnR7PfIDBVLpLNFoBEkSiSXiPH22zPzSKlNTE4TiGpqhE0/1Q8sLSysIEwlOXzqEFo4iSTJ6t838s9ssr91jb6vGwfFRxoZGaDf3MVyHqdmTSLKC7/u4jtMX7Qkuxf0dnjx+yMryHquywF6zhfP8Q6D/JXJgaopXXn6Z0bEJxOfaGs/z8X0PUeyXDd/rXyw3GzXefuNr3P7wPdrNKpVqlJGR0d+88EyNFMgXVBxLoGea4DjYvk+raSEGIJJUmJuI0bZMdvZ1pobDjBVS3H/WQBR8MERsxcU0LJ4tr7Cy06CwvcHlF86RSo+hqgq5XBpZkRGlcQJShL3qEpIkcPxIguX1DhFNZLdkoAYFLNPFNF3GCkFySZF6d5en6xJD6TCK6jA9MkC3I/PBL9/jG7//R5w6exnH6JBPjeMj4vsegighSzKu57O8tEhAgXwm2p/EKyqV9g7ZtIzjuswNFhAdE0EQ8V2TqTGF7X2LwYyK78NAMkhXd9gtu7R7/eIKIkM5ja1ij+F8EFURiEdl1q0uQ1mNatfmzqM1/sE3voLow/pGiROnjiNZXV67eJaRQhYRqDaaNFt1JFni+r1P6Hbq7FQbuC60ug71hovrugQUEdf1EQWbobExAqEYi8vr7O7XEAQBSfQJBESK+9s4nk06nmFiaoJXr1xAC4jUahVOHD/EzuoCXTwcQSA3UGB3e5v82AS2qpIfHGdj/j6RRJpUKklxe4cDsxN8+e1X2VhdolpvMTqUJZ/LMD4xztUv7vPmS6cZHsgy/+QpC+u7DBbyzBw6TiIR5+bVD5k5fJSxqTkEAURRwvU8BEBRFGrVBulogmQiQHl3k/TACKl0iu31VcqNLrfuPsZ0PYqlOiEtyNlzZ7h05SKpdArf87l7+zYfvf8pf/if/2fcvvEZlmEyMjpCvb5Lz9QRZYFGu8nW1jJDQ5MMDwxim3sInofr+nzvr/496UyQ69fXyeYyvHDhPGMTo3i+x/buHvV6h92tTfKFQUYKaRLxKJ4PmhYkGovj6y1iCY3q/joLi/epNuoMD8/Q7XZYXtlkcGKKmdkZVlfWcVwfx7GwTZO3v/Q6P/j+DzDsh+RSWabG5+gYi6yaJRQZLNfkk49+xKtv/BZrq0+49+QarWqTTDKAIgdR1Vh/SybJBH2RUrXB2NgEvV4PWZZxXZegpvD44XWaTYOe7tB0TOznRV9EZHx4iFeuXGF27iCSHMD3+momQRCeZ7j6f0eNeoVapUwimWRkbALf9wgk7tJuNqiUy8Si0d+88HTMFrF2FFULooVlbt/dYbfcpa2baDFQHBlsSGoa544OUK2V2C91MS2PXEgjHvEIRAMQUNnZLnH60AjxqMb9+Vt45jIjo5MM5JLEEylESUHvjXFl6hD3Hn2ER5EzRxK4hsPCSgtBENgvWYwXguiG0zdVZlQ+u7bMn3zlBSzXoljcR4tEWCuu8Td//Te8dOUSkXgc2RdQAkrfg+77LC+vcfPOfRzbJB0PcfHSBUYH0qxuF9kvb5BJKGghEUVSOHrqLPnBEdLZDK3WDonwHlktjiv7hEIqa3tdPCGMovSYHQvi2ja65TI+EGGz2CWXVBkuhPD9LsW6yXZRx3JdfvTxDZKRKLrtISkK47kQL1y8Qq3RoFIt47k2juOSy+W4fO4N/s2/+zeUuw6G6fcB6Z5IUBQRHJ+EFmVmZpp6x6baNjHMdv+HKwnUq/s0eh3CSoQDMzO8/frLpBJhquUKohDh7sMlzpxSOH3+HBI+XzxYxTItpIDC7sYq+bFJtpefgQ+KIjM6lOf8ySOkkhF2tjZQwwmGh/J91bBtcfH8Od774CM+uHqDmUKc0ckpFHGf/Z1NhkbGyWbGSeZiFHeXGBybJCAH+glqUfo7F9PU1Azt7bvEw3EeXH+XQxe+hmNZfPjR51hyCNP16XV7HDh4gG986x0URSKRTAICkiLyypuvM//Bx2yvrZEbHGL/5g3sgSxjY7PUO010R0eW4er1j/jdb4xy9NAZ7PZ1mtEAwYBCJqlw9vQZkskppmamqNfrbG9sYLk+humihUKcPHmMXC6DKEqIkkgiFqdZr7JRXGZ56S659DChYIjC0BTHTw2zML/IyvwC+XwKVRb6/BxRoNtpk82m0IIBRseHSKby2NYWttlhYekJY6OzxBNpKtUdggro3SLv/uzf0dIbpJMJhiNThJJRglIN07LY2Jxnc7eJTYLCkM3IyBitVptmq83IcAHFEQgEoyhtj0jIptV2wfUYzOd59cpljh47jiSrfwev63c4Ip7nAiI8vxivV8sUBguoWhTXdRFFmcuvvsGP/ua7tFt9gedvXHgeb1fY2GqhOx6CCLLisV028BwIOyLpYIB7j+vEI0HiCZFS1aDZ8JkZGsLotElFNCQNDk4PoxttfB9arR4hQaVqlLh+o8xAPsvY2ATTEyMM5JKEQmEcM8PcWJr1/SVc32dgKMTOtk4wKFKqWcyMaTiOh2JCOiVyc36bi8fHaHVbhHyfastGX9vAsF2OHT3CUD5FeWeR7NhxPvv8Go7r4jo2viCxV20x/+QBD5/c5cDsSX7r7XPgt9F7TSpVg8cPn7K4useRQ9OcOv4iscgThoem6eo2v7h6i7au0+21cT2HvbLHWEHl6XqHsObhuJCKqzx81qDWcNkpNYnEJFzPZ7daIplMUa1sMzI8RdPTuH73Mal0DMF3MXQDXTfRgkH2yi18K4yg20iCQETyCcgishygMD5OIp2hWmtSWt9GUSQUwcUTwOgZNDsGczNzvP3aywzkU5h6j16ngyKLCAhMTU0gSiqRmEytuMs7b17i57/6jEY9RbNSRBgeIxAMMjY9wUsXT1BvtAgFg3iIZAcGiYeVfqJZ1nj4eJ4f/vSXtNsd5JDAlRev0HmO1GzUuzx9+DmRWJTxiRmWH91FFARcz+3/8YrC3/3ejU2M8cH3DXbKbfIZiZ9873sUS1Us0yGYyJBIp5mbGmd6eoJcPku5VMb3QRTAsW1mpsep7QzSNbvo9TZyQKBRLZPKDxIORjE6BqIEXUNndW2B6alDlPa2Easy585dZmR4lDt3vyAzMEWj1WRre5dWq4vnepw6fYpkrL8dDWr9GxjHsVlevE99bwnBg5CWwHY9YplBrHKDzz7+HFUwmBhJkcgOsPTwDpNHzzI6Ooyp64Q0je3tIvFkmq9+9S3+4s/+NZGhII7ns7D4iInRKS5dfJNGdYdut0c4ksRHoFKvsFnSSdvbFNI5AsEgkUiEZ9sb9AyT1sIykuBycHaCaqWIKDpEwlGOnTjPzU+vkitEmDicoZDLcuTocQLB0POC039G9Z/CIvj9i2xZEREAUZKZmjnIwvwjJibnkKR+GYkns2RzQ7hmA9v6T4C9Vyo2Db9v7lQkgZHRCAnbplx06XVB9R0kCYqNHq2eRT6uYQgKnmsR1BSUaIytnT3SOzWGsnnWdsvEtBCH53KkGlGCao3F9S229pqsru/ywqkDuJksBw8eZH5hmQOjp1naeYRhOczMxCju66QTCpbl0zFstvdNzhxK8d7nm1w4MYUoQLvTZnQox9ZuicdLqzimy6LqsVMrMbhSJZWKU623KTd0Wu0OrXaZ1fU1XA8ygw4vHTlGJBLBNru0ezYfX71FaXONhdUdXrl4nMNHXqDX7dLZK2F3mxjdHoLv43oAAsMDce4tdKl3bBQZqk2DVsfm+KEE6ztdShUHQQJX8Kg1mwwPjRCNhen1dH7w7ke88+oLiJJPPByk1zO5eecpYiDAqfNnufqrDwmKEkFJID88TDw/QLPVY3O7hCj4hLQAnW6HYnkXRZI5MHuAkZEhfucbb9NsVGk369iWjYCPLCvIssBQLonnmTy8d4tWs8nk7BxvvfoC0WiYTz9rU93ZYHB8gvMXLxGNSFi9HooksL5XZ/aFo3RaLSq1Nj/84bs8W17F9z2mJkd57bXLPHy8hCqLFEbG2dopEgjC2tJdRoa+RkwLs/L4FpKqMjl7AkQJRQngei6+5+EqCiHPZWhgEjnoU9yqEAnFSGbSvPXmSwwODmAYBrs7O8+zRh7dVoNOs0ynVcfyHHqmxdNnz3B8m3qnjaRGmJ46RO3Opzi4SDLcuX+N6alDzB4+yYVMikePbnPti1/R0lvMTfvUWy6CoDA0WODgwdn+8zagEggEMPUu5WaRZ49uIOAQ1SKIssrU5GEkKcjtG7foNssU8klSuTGS6RzPntzFKFcpbq4TDodJpZMgyoQjYaqVCoXCEJn8INv7+4xkosQjIVbWlgjHkowURtjcWKJdrdHQIdDucOrkcYLoSAKk88NokTjWZ/MIjs3YQJr1tS1KpTKJsEsqncRxHeKxOC+/+Q6PFtbYK5aYnpkhEAz1Zzy+jyCK/C0WA8B/brUVBPE5FN7rz91iCUzTQAtFcJ9HhF585VX++rv/lkw285sXHlWWicYUSqUekijSrLl4noAsifg+WIJNLiPTrvlYnke508OVuliCzGw6jxgOEomHCGoBVEUlFjLY2K0xO5EhFpb7TOGOjusY6HoHy6xxcHaWdDrL3NwMtmVw9tDLPFu+z05li+HhMLLgUa4ajMRCPFpqEdJEhocUPrjxlDcvHWF7v43ereI6Ll3L5en6GooMWkBBN0p03STVtkW726NUreI4Fk4oyGQ2Tave5Ls/+mv+we/9MR4BJEmgbXhYjkOj1OY//uhDLp+a4e6TB1TKTYKiRFJTiCgStudhWQ7X7ldwHAERiARFZBGOzcZo9UzGBoK02z06PRc1KGDqFQxNYWt7g1R6GMv2WVjaID2QwXE8FlY2EWUFRbEIaCES6QxBTSU/PEyzo7O9V0ECZAl6rTrleoNoNE46meWNV15kYmyYer1FqbTPrTuPef3Vy2zsLZHOZpHkAPVKkf3SNouLK6hBCV032Vl9SGH8CBfPHCKdjHHj3jNa9TqtZoO1lTIvnTmIaVqczWZoVIo8vL/ExsISjXKF8eEBXn3tMoWhAg+eLFNtNEnE4tiuwNT4KPulXXrtOo7ZZXjuCF989EuerMzzB3+cIZ8fQZIkHMfixmc/RKTH6EiOkfFRcn6MuSPniKXiaJqKJEmUS2VUNUAul6de3WXjyRI7O1uU63VMvU6906WQL1BrtRAVAcmHnc1Vjhw/ydToDKXGPr7gcPb4BXxACag8vn+T969eJRAA3XqO0zj6CmNjQ4RCIQRRJBoOY5kmjcoOT5euU6uUUJGR1RCTcydQg1HWllfYXlsimQxRmJ0mky8ALk+e3EJRgnR8E3/7MbnRCfL5AT775FNC4RDtdodMNss7X32HP/1f/mcSER1XAFmRWF56wMkT5whFM4iCQLNjEq6U2RHAlRM4voeDQLVe5dD0CI6hY1omJ+bGuP7wKb4dwDV1tHQa2/aIxUIUi2WMbo9ILInv9w81hX5WCce2UALB57OdfqfT1xP3KQO+7zM4NMajh3eZPXD477zp4WiKAwcO06xt/+aFJxCUyOfCNJomuukRtVy6uocreEQCCsODMlpIJBYWaVVc4vEAnuuhJH0C4RAeIqGAgqH38D2bdtugWOrxq0+WmZ6I0W2bxIMSza6LLOsEJIEHT28xXJgmnUgyOTWDosocnTtHITfEs7X7hMQg4SGHvXqN6ZEQiiyQycisb+6zsZsnHQlzu1ZHFMR+B6TrZFMB6l2LSNfHrtbY2dulUq+jKApjA8O8ODbAkcNzbDbbfPHZBhu3r5GdO4SmhUnGNErVOqZhoEo+2UqFnAobtkHFBcf28VyQEPqJaVcgqgawbJeu4eJWLIoVk0hEIJANEosKdHogixDVBGJaGy+dwXF1JElho1gjFo+xXGuiyP3E/fb+DoGgwszRI9TqTbb3q1iW0+9wGjWqzRq6ZZFJpnn79Vc4ODNOrVpmv1QjHNIIBCPMzM4SCYdJ5Qe4/3AevVVhem6MG7eeoIZ9GhWV3WKFt14JoYUi6IbB0YNTjA0X+PkH19hcXeLYqTNYvohuGHzxxU02N7cZVFU0wSeXjHPp9UtMzEyxvVNkbXOXgXSaixdOk82lqRaLvPvjH9NoGjx7/AUnzr3NxIGj1PUmP/r+v+HtL/0e7fYW+/t7rG884uD0KL4roigK+bHDCEJftyIJHrVqnVwuR6/bpF7aZOHxXcqlKluldSZHhqn0WowNjNJrt4iFwjiChaYEcLstWo062dwQU9Oz5AoFgqrK/fs3OXb0LANDU4QD19FtE8GTsFybqekxMtkclmX1Tw70NuvrG9y/8TGDQ0lyyWEGhkYZG5tldXmZraXbhMMSBw/NMjAygWF02dtYotsqsl0qIysagudjWTZbi49JxC9x5NgRXNvFcU0atRqRWJzxyRnM1h4uOuFACFGQWHp6g9ljL2J0O/iey81am7WNHSzTRPBsTh4eo2cJzC9u8OUXjxGKRtjeKSIFoxieSLdTx/cGURQFz/N4+vQJpmWzubXF2Ng4kiTiOBbFvV0URSI/ONaH5AOCKOHYZn/g7PdtJqIokc1msC2ToBbG81wEQWJs5ih//RcPfvPCk0truLaHgAi+j6iqCKZFQBYwXZeAkCUE5LJR9rwynieQyiRYq+2z29zF9UH1ZYqOQ80w2N5pg+9Tbxlcv2cgSz5T+QidiEeXHrrlMDVSYHQogO2aLC/NMzk5SSCokUmNcT6SYnXtMYrvI6ZkOuEGq3stlld1PB/m1+c5MTmN64Pt2IiSS0AUUVURWe1zkZ8+XaRndYkHo7x5eJqzRw8TnTuEH1CZKe4Qqe7QdQzwHcp7O5w7McP6dpGuEuRYSmHs4CFilSyb9ffZLjvYot+X8nk+rkOfGOkLSAggQlCTaLYtMoEgtuOSzYpU6z6i4DMyGCYaUXCqYcqlfZRgmmZHZ2+3SDKfxXI8tovbhGNJPEFiYWkTSRJQA1L/kLHWYae4TyIe5/VXXuHC2ZOI9DcQ5UYPyw8wVEgQDauENZXtnV1++OP3yA8M8Oob75DJZvn+jz7HbupoAZ+jh44QSozQbreIRqL4nksiFuXVy+cQRAHLNrhz6wkPHzxCEUw6pofkhsnIMlFZ5Oa1O4yPDjJYyKKpCm+//QpqQO5HHrJZsgMD7O9us79XpFzcYXB4hFDgMj/+xY/5/Bffo6E7KHGzf+AmBtE0lXK1QX7UwJPjzwFgHvFkks/e+ym+1cDwAqTjUVKxKA8WukwPeHS7Pr4XoNvVyaVTmI5Op9fGEhUcr38Y6fvw/ns/xHZ1kpkCW9urDAyMcnj2CA/mHxKQg2iaTLdVRVFUVAkco8VeuYjesyiMzHLh4hli8TQriwtc+/h9cHWGhgfIDIyghTTm5x+yt7WIaVloagDLtak025w9cprq9jaLD+8xNneUcCjIXqmCHJDZ3y8xNzPOq2+8zr/8f//PDA2K7JRahFSVdr2CKIhYjs8vP7pBo9VEVWQmhwe4dPEYN67dZHG9RM+wuL+wjeN5dB2f06dPUsjn+fi9H+M5JgeOvoBtC0yMZdkr7XLji18yXPj7VKtVLMsilUpSKe32xXrPuxsAWQn0jz8FEeiv13MDw8w/fcj07OF+0RAEdveKSEr4Ny88O/sdjF6/ukmSSCEdJxFW2K61CUcVCvksCh663qbRsEhHIyA4xNQg4aCCYDg0agbDhTGctk4q47G338JxwPEhm5FpCyaRZICIF6Vr+ciiTLNlkUpKGLJDtbRDOpNG1WKooRSzUycpljfxG5AJJam1lp4XGtgpm7S6S0Qj4Hs++3WfSKj/PlVEkZ7hYFkWVybHOH3oKGPHj6OmMrj1Ko07X7C+u8VyqUS91mSoYrGwtsvl0zNcPD3Hu589IaRqCDOHyEy5zDy7j2sX2e8KdE23f/4PeK6PIEJIkwirArphEwrKVGoWSkDBN+CFUzF2tg1M00aUBfZ29xkeGaLZ7BKIRCi1dKIZDxMRLZal2eni+x5qUCYYCLC4vIRudRjKDvHWa6/w4sUzBBURz3dRFBXT6DE+nCGbG8Z1TFzXpVbd48c/+SWLa/v83u/9Lul0Bs/zef2tt9hcWyIUUbly4QyiJOEhICsKpuEgClDIpwlFonzy6RcsLC1RbdXxPRNRUGi2eiQLOQQBdrf3efhokWNnjnPp/HHe++Bzvvbll/F8Hx84c/4s7/2kRLNtcu/Gp7z05d/m7oNntLsWwUAI1/CYmpkmm06RTua5+qv36LgeR0+cw3ctDMumUSnh2V0cvUE4kULq6QSCAh/duINhO3z2YAVN1Wh0ehh6j1QqychQjma7zkBhDMty6LR12i0R0+hi+zYLq8/Y3Frna1/6XQbGxpGDKsVihVOnjiLJCrl0nKcP79DrdvA8H8+HaDLD9uY26YzOzupTMqk46fwBgqEQa2vLlHdX6Oo6pmXQNR2apkUmFse2PR48W0JvizQ7Otc+u8mLL19kYHiQxflFYtEwnZ5BYTjLkePHWF18gKwImL5JIpHvFwPfw/E8RoeyTE8Mk02nyGaznD93gmL1M9odg+1SjcsvXmBsfAzXc7EMk0iiQKm0i7LSDwifOn6EJ89aSEKHpw/vMDFziFy+0E+aD0js72yQHxz/O+Lj32XnfB9BFMAH3xfIZDJ4ro2sqHiey/Ejh+i2f/1w+ddGJlpdBx9IJcLEoiE29iqAgGHatOwe86s7PFvd5/FiGdeDSqNLs2Ri1sHserQ7Lrrg0DVtJFEiHdNQFIFQUEFTJEKqTCIappDLEA8qyL6ILAu0Wk329qvUai1kwabVLOMYDXzPQwrGKAzOMjpxEBuwTBFJlAER2+kbTQMhCVmRCKsSkYhMQJZwLRjXUvw333iL3/6932fs4kUE36Py+Qd8/rPv8+niA57V1rCEDmpE5sHTFYxWg3t3HjCYDhMJilyvmeh3b4Ia5PKJ88Q0mXxYRlXE/kpFAEEUkESBqCYhCgKRkEhQBUWWaLf7RTwdD3F8NoEvwOqm+3e820wuh+/7hOIJ6q0exUqdbreHokiIokd5b5t6tUwiGuPc8VP8oz/+Nm++cg5FdJEVBYB2q/H8vidIubzP0soCH3/0Y65++HPK1RIHZ0ZYX13u//AFgUwuy8Wzh4knksgBFUGUqdWaVKuV/vcU+oXbcRy0oIos2QzkEiRiKVzXo6P3qBomw3PTRONhmm4Ax7Qp5DOYlkGro/enAoJAKp2hMDKCKIVQcdHrJV56/Q0GMxp7uyX+8E/+Hprrsbe4zo9+/BGKGiGkqTiOg+B02F55zPyzx2zvbJMuDLKy/Iyx8UGu3bxJpW5gWgKG5RIIxZlf2qDadhHCWVo9gQMHj/x/SfuvH8vy9EwXe5Y329vwPiIzI31mZfnKqmrLZju65nBIjtEMBAgDYUZHAgToH9CNAAm61gEkQZjhDM8hh+Q02c025X2l95mR4SN2xPZ+7eXX0sWOriF0UQL6RCKBAAKJzIxY6/t9v/d7v+dlb2+DzWcP6NSPkUSRbGZyfFAAsRBx5/YnxKGPb9sE9pDtpw8QhZhO65jS1DyDoY3j+IRBOO5+6l0UWWRh7TTzK6fpDVp88tHPefbsFo4zQpYEYpHx98+P6HZduo2QytGQgR0QCTrbWzsIAqTTKcLAQ5Jkmo0WxCFvf/NNLCumkNUwVJm5tYtEUcznH3zAtfNLnDu7gqopdHpdPNcjlU6i6ypvvvkK/+pf/xmraysI4kmhkARefe0VFhaX2d16fIJTKVHKzWJ3IzrNKoZpgiiBIKAZSVx3RHwyXBJOdlyEk0++KkQC5EtTtJrVsU9OEFGNBNffvP7bdzxRCIEQ4joO6bSOF0QcdDpIKgRBxFG9M16mYwxPn8xodByPwcij63ikJAlFF9AVHzeE/XqXWIopFzUqVYdWL8L1HIRAwCQmYSgcVtu0Wja1jk1SHavli3NlotBHFGIEISKSNIz0BMurBgMv4NnuQ0REBGIMVUSWBBxfYCpvIkgB9iDgj69cZvHl15HL00RBgPv0IdWDbX569zEdp8WZxTSZvIaqq+RzGu1PqlhOQHPo8sv33icR+VSaMR89lvjW2Yvkrr3GwoPb3B5UyCV0jruj8TgXkCSB49Z40XBxSmF6QqXR8BhaHvMreUxdZSTYdHs+Z9eWufd4n8D3SGU0NN2j3eqiGxqyKJBImjSODvDDmLnZeV579RqL81PEgY/njZAlgyiM6Pc6iKKELKu0Oj3uPXjE9s4m3cGQtYUZprIJzqyt8eGNXfRk7quAwVhQOay26dXqPHyisr93RK1a53vfeYOEoSNJKkIcE0chqysrlEtZ3vngY5rtA5LpNLNzi3z3O28SEdN1bCQjyeZug9Nrk7z52lV+9vN3+Wd/9Lt4rsvnn93kxVde5uMPPqbRqXH0/CHrr30bUy1TKPR5/PATooFDs2tx/uwSF85fZOA4OH6E77j0hy5yMKKx12HzcBdRhr/8bz+l3/Pw/Jg4Ek58NSp6Ko9ipmk0u0wUTP7u53+LJEnkE0lCz8J1RxRLMxxVDyAW8UOfo3qF06vnKZRKtOpV+taA4dBG1xNMTJa4HwsEnoemKhCFiGqKzY0tFpdmeXDnE0Z2B2s0lhP8MMKQRdKGwaDfp9UJ8D0PSVEgHEPVl0+vMr84jyLLWMMhZ8+tE/gR9UaDw/0Kqq5y9cUXuHvrBq9dWUZW9XFuVr/OsA5G8vRJUYfdvQNWV+b4wXdfI1Ty4+u/HyCKY+1RkWV816M0tcTRYYVa9Zgzp08xO7uI0xtitapY/TaJTGksFAPlyXlqlT2m51cBAUHiRMdhLDSfrL0IgkAyMV4vSSRThEGAKHw9FuNrvyrJAn4cMfI9YnxyeZkoDpgtJ5krJVEliVcvL3Hl/CSCCKXJCS6eW2J6Ik+5mGcUhyBIeP0Bejyi33HBFdBUEZEQ1xnDwHYqXTabI1Jpg2w6wXHdwnZjEBzubuzzya0duu0h/qhPHEZI4thhKqlprp5/mZcvnj2pygIDO+L5tku15bNX7dNseVSqNp2Rw0gQGW48oX/7C6xBg6ejI+p2i3xaI5dPoqoKUhwSOj6ZgkCkKgwFn7rVIKnrlI2Qjw4a1G98jqjpXH/5TUrJKRRRIKGLKMr4Shd446KtawKKKtHsuywuGUwUVQwVXN9D1URmJrNMlbJcOLNANlek3ujgeQFRFDKyRhimiabpZAtlfvD97/Kv/uwPWZgpUT0+RpBkNjb2ESUFzxtvzauazoPHT/mrv/tvfHH7NqXSFP/7f/8f+MH3f8DlF14hk8mzPD/B3/30H+j2h2zu16k2O+xX+5SmpmjXm1gjmx/88HdZOXOB48N9FEUiJiYKAgr5cZ7ScbWObUeks3mWlheo1WsoskIylR6by7wYb+RQyGfRDJVqvcsH733G9PQkiWSKYjGHF8Qc1+o0jvf4zg9+RCajsbX1mKc7R8wsTvPS9W9hlmaYWlhD0VO4owF7Tx/QOa7g2xZBFHNUdWm2fYZeRBhKmIks+eIUbhBhmAlmZibJ5bLU2xZhkMAPYyzfJ1Jims0qlu1Snlgg9oFQwItCnm7cpzAxyfzaWS5de5NYGIcLbj97zPr5cwiSSBCOEzeJPZxIwg8iUpnxJFIQRWRFRlUlQGL30OKw4RNEEn4sY3kxy2trvPqN65y7eIGrVy9Tb7TG2FVR5OCwQrPVxrIGRL7L5Rcuo2gms0uncWyLOAZ32Ke9/xyi8ARnLTCybVwnJPB9FEVFlsZolyiMkCUZVdZQdQNRy1AsT9Fr13C9kESqwOTcHLIQ8ezelxBFJzVlHG0Tx+C7DvHJL4HxlCv6jeh84mhOZ4u0G0fjP8t4P++3Ljy5rEQ+K5PL6mTTBqIooMkyuioiSyIXz0yhazF6IkRLgKIIdPsjluZLTExkuHxxgUsX5xiOfKzOiNmpBIoi8rzSwwkjBCEiJKLe93GJ2Ths0uqOWF8tMzdVolxKIokija7Fx7eec3R0iBIPCFwX4ogoCgkFje9ef5WXL5xDVWX8MCaIBRQlxsNHMyKKExK3dytsfvBL9p/fpU2Du60NrLDL2uwkoqSjCDGmDBlTQtHA9WM0w0CRdYrJAlOTBV6/soopubz38ClBp0ni/GV+cnoR4pCMqZBJSZiahCyKGJpMIaMyHEUgCLTaDisLeWQ1RpUFMkaSV154lReuvc6FC5dpd60xrOoEYq6eZBURR4iKSizKRIFH5bjGwI5QFJmZ+Vk8Z4QoqWxt7fLo0V0O9u9iDYZcvXCJ//C//XfMzy8wt7BGeeY0n99+xsFxk9HI4ubtuwxsF6+xRzYpce3V1+lUq/yLP/3JGBAWRcyuXaJZ2TwZp0Z4ro0kxCTNNLKisbu9z8z0JKurSySSJleunKNdPSIm5vlBB0mS+cb1F/nVOx/xjW9dZ+3UCjFw9sJ5ZmenGNg+zx/cQlJU3v7GH5PN5vFMj0whjaToiIJIHAZUDg6oHm6SMxVs16PZGdLueNhBiB2GqGqCbK6MbmbQDYNcOsGZUwucP7NCqZjDtm0uXb5GGPo4vocbuBxWj+h2u2SyJXTRQAjAUGQSyTS6niCVzeHaNkcH++xubvD82UMODzZJptInjCsBIQoJopid3QNKE7PEgkxCU9FkhUrd4fbTBs2uD5GC58Ds7Bx/9JPf59vf+wYXLqyzujKH51rkclmCIMTzA86cPU0+lyOZSNLvD1Flkdevv4ofRARhSKNRB0NDlaCz9+SEoS8QAxvPt9nY3GPz2eOxFhVF+GE4vi5LEs5oyM3bd9nYOaLbbbG7s4VpmEzNrZLI5vFGTaxBizgKx+P1GMpTczTqRycK5snfFYN4YqmBsZ4axQKZbI7hoPtPEit+y8Lj2jGz5TTZVJL5qRKmrFEumPSGLrYlMPJGVGp9bj1oktQSqKqIrEiMQhs3cEiYMn7gUx94JPI5Xrm0yCuXptGEMawpFgReODtL0tRImQqSKGJ7LooscHZlijBUiEIJRZVwRZGPbm/w9NkeVqfJ/XsPqFSqEAeEqHzn7dd58exZkrpBEIeoikAxLRLFAcWcghd6bNQadJ0hu9UdPC9Aj0tISkw2H6GYMfmCRiKpoWgmupfBtwKWS1PMFsokTYNUwuD86iQ3Do5pf/ExgqyQf/u7XM2WCKyQjKZRTCmUUipFU6HRDGi3fKRQJJtUkcSQqXSBxZkLXLz8e+RKyzSabRIJg2++doHJYpp8xiCfGxMY+70Bvf6Qw70DPr81jkvZ2a/h+T5BJFAulTg8qHC0v8mzJ/e4efMeUSCQNDW+uHkHzwsgHp+kqUyJyA1pHNXJpVM8vHsbye9jqhBZfe5++QVvXH+VWvWYOIrGVnlBIpZ1dF0nAoLAZ39/n3JeR4xCnJHFu+9/jqRoiJKMopvMlxOEYcggFBh2h6RTKcrlLHsHx2NuMaDpJslsnjNnTiELIU9uf0o2P8drb/0Rf/zP/g3rF6/jOCOePL7H1tY2T259zEdf3OXxdoXOKKBth9hhhKpqTE3OoyeyGIZJPpNidWGGP/nJ7/EnP/kjrl66iGUNSeey2D7ocp44CohjAVlSsNoNbMclX5ohlynzjes/5Dvf/X1SqQSaKmNbQ5xem+rxMYN+my9vfsnUzDSSNL7WC4IAgQ2yycgakc9NcVC1uP+szXHLxQtEIh8mSpP83h/9mO//+HuUS0V832M0GtBqtegPhlgji1a7Sa/fRZJkNFUhlUnTG9j4gU95cpKtnQpCHFM9OsTQNEIJWr19osA/qQcCURxxXO/he0OswXhlQRREfM+h3ajQax4xaFVpd5rMzi5QOdwaUzYllbXzl/Bin88/eR9RHMd9jzUcETORJPCcsWtZFMda5omZ8CuclwDpbIlm9ZCvKtJvW3gkSSKXTLIyVyCX1REQiCMwZJVKfcDuwQDPk1mcnuHc6Xm2K00anT6jYUi11uXZxiH7Ww3iKCKTMzBNg0xC4/LpCcppGUEQ2TrskUnIOL6HIMXsHA04bLY52tllOBxQyAlkkhK9Tove0Obju894/+YNvFEff9Bhd+cAWQiIY5Hf+eYbrC+vktQNXG+c6hnHY2EvkZKw/ZAvnhyzsz/C8VzsuIsuOVyanOWo7dIcSLh2Ar9mcnl6hlIhTUJRMAyNbqcPYYhHHz9y+es7j4lbdcRMjlO5PFEUYwga55dnWZ7OsTKRYzGfJJtVUVWRfCaBNdCYWnqZ4sx5mu0B/cEARVXo93oszU9yYbVMaNewui3y2STWyGIw8pBkmXq1yqe3n/DCpbMszE0ixAGiELO3s8dhpYYsK1SO2zzeO0ZNeEzmE/zVX//dePrA+EH6k3/x56yfXeff/qs/5n/1L/8QNbIY2h7Xrl3DUBRS+QyBPxp3WaJATEx+6hT1w+coioYkwMTEBIZuMJUWMTWR7a0NdnYrX00+LlxYp3W4RxyFbFQ6QMzrL1/m/Y++RJLlcbsuiswsrbJ86gzLp8/je3W6rRqakSKVKdNu1Xn0+BkPbnyGYw/YODzg4KjGVq3NznGLtuVQKk+Ty5cQBYFCIcfZM2v8/g+/y5/98z/GD2J83yeM4dvfeIuZUoG93X3eePMbSLFCGEfYvoMbuFjWiFjQePmVt8jlCmxvPeZnv/ivOKMe2UIRxJCh1afa6eJ6Lk+e3cdMZYiBIAyRhBjHdjiutcnl8hy3AoJYI3JFUqksv/Oj7/Pjn/yQyekyojDWSKJwLMIiirieS+XgOZ9+8nfcuvkrBsMhkzOTfPbZLY6OjhmNXARBYH55GcMwONrdpDfyOWj5tHse28/u/vfeQhCYnZ2kN7D42d//nDAIGPVbVA92sIZDECVmp3MUcirPd44RRZFmfR9JBCORxYkNtve26LXrDIeDr7qaVKZA7Xh3fOU+Abj9ZofrN1FDURgCAhOT0/Q6zXGB+m0LzzdevXgSficgigG5lM7CZI7VpTyJLOSzBumUxsJMEXsUEEYxkhrSt0aoWsD80hxECqYmUa112d+v0R+6OF5AOiUxP6lheQ6WH9Eb2tQ7FrbrE/gxlmuTUAUWZzOUMgqGGuN5IyqtLk/3q9x48oxq7YiENGLYbyCLHr1uh+uvXOF3rr9KJpFAkSVkMSabUnACl82jDpVeDxeLRntASjMJlJhjOyARTmHVdJyGQiQYeAWTyekcQy+i3R4haio7zQbVRovFGZn71RpHH70LUYS5dhZJVMglEyQMnXIpzdxMkWsrZSbTBoYqE8XQddP8zS9v8e7Ht+kPLRzbJvYGzM9OUtl8ys1b73JmMUlabVPIJTl97hyjwQBJUem3Wtx9+JxMNktCkxgM+tTrNV545WUEUeG41sPxQkRJoNtzyWdTvPfBBydRx2OCSjKT4fqbLxF4Nv3+ED2Z5ZU336I4Pcva2XUaHQtRVqhVKyet+tipmizMIUkisSBiGAmuv/km5VwCVRUQxZB33/vkBO4loKgapxbGcTZ2JNBp9jFNk9Nr8zx8tE3gufi+T78/4LjRozOMmVt5lVSmQBiGWNaQD979KcPmHp1Wm88++UecwCIc7zKComGmMniOg2mYzM/P88PvvM2f/vHvcfr0GgD5XAbXGaGpMtl0GlXTWFxa4qjWIZOeZW3pDKaqU5qcxtRVAs+l0ajzxafv8M6vfkazeszTJ3fQDRMtWRi/YEgkDIOtnWeUJspEUYxAPLaa4CEqJq4TIEsGCTPLG9+4zne+9x2mZiZxXQfXcXBs+ytrgSAItBv73P78H7l3+wMid8Rg2GB3d5swjFlYmGZ9fY5G4ym23UOVLFrtLp5t4UQugqRgOdBrNxn0+/ymxxBFgVatSyaTona8j22Pf6Z+EI6vQ8UpHFtha7fC/NwCvt3HC2MGQ4vvvPkdvved36F2uMU777yH79pIkkQUxWSyRQa98UEinHQ84wkXRGHwVQHSExn6nTqB7//2hcdQVVTN5J0b2/z8gy1CoGeNqFR7nJotk0uraCpjR3KzD3GIIkk4vo2mg6TY1IYhlf6IynGXVtchmU6jmTqKalAoJCnnZDwvIAwk0qZKMa/RGTrYQYQdRPSGDrZtszCZQJfA9TzEWCSIBY56PR4830TwbAJnQCadRpUjTq/M8INvvoGp5TA1hb3KiFiOaFkOy/MKju/Tbo/oWx3K6jxhT0WLJFRNx5Ykev0h1faAoRNy2La4/fSIm0/3uPV4n+nsFLqkYegxf3Fvg41/+FviegUZg3rXpt8Z4LgumaRGZirP9Vde5NqFi9SbaRodm8HIZeewzvufPmD/8IhPPn+PRu2I3eMjFE0gCDy0JCSVLlJgMzk9jeP6FMpFqocHfPDFA6II9g6ahKGMaWicOn2KUrmEqsjYoxBRFrEcj3JZ4T/9p/88FgARCDyX7d0DWj2PTGGK1VPrGGaSAIkwjtndqSCJIq7VJgpDRFFgf+8xzeNt7tx4D0XVEUWBfn9IaXaRYsbAUGQq+3s8fbo9Tj+NIs6cWaN5sEMcw3ZtiCiKvPTCeZxRH9cN6NQbNFtd9o/b3Lz9iM8++ZLdp/dwbQvfc/F9i05lm5lyholkknxaR5AU8oUyiqojSSJLSyt891tv8a/+9CecO7c+fgGimFq9jm2POKoeE0UxrmPzzbffJJ9OUK0ckc3nSaRKvPXWN5mdmSHwXAxVwBqOGA0swmDM8XbsIa1mhdmFRfK5AplEGk1VEYC7Dz4nnSuMkz7DEFkS8DyXnuXy0svX+IOf/ICz506jqSah7yGJEqI0ZvXEUUyjfsC7v/6vbD79jKwGiCLVjkWv43Pri1/R6rTx/T67O5+xs/WEsH/E7PQydreJZftEARQzSVYnJ5ktTfDk7l04GW+HfsDsbJlTp5cIw5AYEVkerzPEQOj7eGGMIIHjBWRzJYQoRJQVBiOHmdmFcXaaGNJpNb66HhvJLNXK7ompEH4zUh93xiDJ8jiMQBQpFMs0G0dfW3i+dpx+3OgShC4zpTRbhx3ubNRYns2TyejIKAR+yMZujeHoiKXZPAKwdzgkxsXUNL64c0Sv7ZIuyEymFKamiximTjLw6QxHdLoe2USauBjRGXoIQM7USEgirhMiiCGxKJBNq7Tb45D5jBmTTCgUsznCyGPgOOxXd5kuTpMpqmQzWbq9LulcjpevXKTZeEqj02HoRkRCjCyLuEOPbEbF93zUZIAXCpA0cGJQVAW7M8AJZEYjh0LGZHfoYNVdzi4Vmcim8b2Q54cWm6MWf333AYWkRiiF7NcGvDifpO4LJPJFCqVJhiOXTndAKuUz8gYQh/i+T3sw5LObbRZmc3zw6Ye88eI1DFXC1AQWZyZ5/86n/Juf/Fv+7hc3kEXgRGh9srHF69fOoesmiUyGZqNNNpfjzeuvUKnVafbqtJseYqZP2jC5f/8euzv7PH/+nHIxy5lzl0ink4TR+MyJo5Dt7ae8+86H7O7XGVqXuXB2mY8//YK8JvB48w6vv/AC09PzSJJMp2NRyOfIJF+g36zhuTVGjsX7H3zCmdNLAEiqxsUzsxz2bUTTpF5tUyxnuXTxDLVqjXypTPX2Qzq9Hi+eP0WvtgWhQ+S7bG5skTVzuJZN6Id4YcCbb36bIH5CPpMkkc4zPT3Fi1cvo2oaURidvPwiogiTkxN4jo2lKciyRKSqCIJIJp1FFCWO6n2IIHd6htGwgzvqI4YhYSpNIjdNs9smjEWCKOLRo5tcuvQmxYkpwvgAP5QQbNjZ2+Lc+gtY/S6yFBOGEbIQgpIk+U8wEjPTRdqt9m9oLFj9Jk8e3URTHXTBI2OYiIJIGIqosowiioTikGePP6LVqvHS5ZdImRmebNZ5+PAZ8bA2Nu1FIuVMmvzMDEIyw8i+jzu08KMY1/dxHJcIATOVIiZmOLA42DtCkSGnRthOn3xGY2tnkxcuXabvBCAIWJ5POZnh48+/QEQlk00D43F9HMPE1BzN+jHFiWk4mW4hCMS+RxiPeUqu4/Lw2S6teuVrC8/Xdjz3nu8QE9Hp20iSgONFZBIJXCfm6WYdzw+5eHaWQsEgn9W5vD7H6eU8pxZK5DJ5VFlhYTZLKZ1mGIbYzohef4ChCiR0mbm5FDPTKRZmM7xwbgJNhdWZPKdWylgj0A2BzmCA6wf4nossQ+RH2EOP/rCPJEVEUcTBcZPPb99n0K0iRh7ZTBZBiEnlCqydegkrEHi0OyQEDqouxYLB5t4IVRM56tYR4pCBPY5gsawRnihid4ZYjocgCEyVUoiiRKU15PFWjYfbTWRBRlNltKRG2x+yOK2zOJ0hEDV22zG/+GKbB1vHSKrB5NQkl07NsjaTIwjCsZ9DiLFsjy/vPufZXoO9w6cMnABZ0kibKaxhwI0bn/Kv/+SHnD81h+/55IoFPMfmlx/eoNPtMD0zS7vVxrMtiqUy3//2dZRYRZUEfN/DcmLcQOb//H/5v/HBJ+8yMb+CkUhhjTyCwOfJk8d8+eHf8Yt/+DtEf4gsxTzbOuC//fwj/uZvfsZf/8XfsbPTZ6fSQpJN2o0jMpksuqYgqyqzK2fQlBhZjDmuHHDv/tPxSxeGzMzNcfD8KXEcs9MYjbsuUWRiooRn9RlYFq++dIHyZI50PsPyhRe5e/N9fLuHJ88SBQGeO96kn5he5l/+2T/nn//zP+X1V67y1huvoSgnZL0oHNMuw4iR7dDp9JAVDXs0JAiiE9xGzMsvXmV6ahLfdcmVytz44gb1+jGS4OPHPrY1IAhFMukCiqwTAyNnRKdbG3dJySRh4DJyHTRJ5PMb75PKF8dA+DhGkiAKfHq9Do5tI8QROzt7RECjXueLj97ng3d/Tvu4Qac3wg8DWtaIgeMjCTKFVIqJvElKU+j2KijldfLlFdLZCQ73t3l6/z4HR11MTUeRVEqzs1ghHOwfIaaLNDp9Or1xaGUYRjiux8ga8fTpNkdHdVZOLdHpDgm1BMvzZXIZjalylkd3fj3mfEsykizTbDU5vbqIb3fY3XoGRCcTrphUpkCn3SSOot/QT4miCFmWGQ4G3H3whL/+m7/HGnS59sLVry08X9vx9EcjHu86EAlExMiyxMZuk4WJDPNTWYqFDLm0SuW4yc5BkyCCWqOHiIKme4wGPpeuzDIYjbi/NSRXHpHWM1iWh+fG5FIGURQzO1mi1emgytAeWgxsj7mZFNvHbZK6ihnLNLsWIQLFwpjFo8rjyF3X9ahWPc4sFtk7PGJVNZH0PJl0ml+8f4O1pXlevfwSQ/999g58ilkVL4xJiCrEJoOBi5GL0KIAywmIYgEnCIjCCE0QiMIQRYLF6SydnsVBa0g6l+bsVI7KcRtJVri8dorFyRlEJcF//dWXWE4EjsMXdzZp1jq8fGkFVVcpFdMkDJl6q83NR7uMXJvZSY3ADxjabQr5DCISVrfKuYVZMhhIvsebL1+klEtz4+EOgixxcHDMG3/0O/S6LRaXF/A9jxiRM2fO8L/7dwXe//BjLMdjenKWx/fus3HcJ4xDfvaP73D2wiUip8fnH31Io3ZEazgik5MRAhlZkQkjn6O9OslkAlURUXSD2w+3uXH7Md/71itce3mSoWujaRozC8vMzzxGFLs8rTT54MNPObu+Sqvd4ee/+ohOq0O/22ammOVgr87EVI6HD5/yyWdf0ulWmSx2udP2EQIfwTDIlMo8OzgmKXjoukggQKBEDAYjVleXiOOYYbdFL1vA0PWTRWCRkW3jOC6KJKJpClEUUyxNEIX+CfozYtDvMzs3R4TAo6dbTOfLDAc76KqEoohYoyFGMkW+OM3W1kOiOCSSA548f8R3v/FDVk+fx77dotqJ8cKA/qjClUsCfhghAkIMIj7JdI7G8QH64hqFXIpf/vpdjg/3ieKAWABVhtFApJAy6HYcFmdNpkuTmKbIYNggqeW5evk6+fwU20/uMmjtI8VDPNFgZqJMKa3TbrapNvvYQYigaCCKeK6HIIpf0QI3tw5IJRMsryxgJgwUVeXs+TPY/RaF/CSqGHN67QzOSQyNIAhIkjgOaFxbpXG0z6PbN1haPYuiJcdTsyhmfmmNg71t5hdXIBaJ45hHT59z+/YdCvkMv/Ot18kVisRf39N8feEJo3FLpMgCcRBDDO3+CD+MSesKZlIfIy0slwtrM+QKGSQiDqpdjg8czq8W6A8tas0Bpqrw4GmDeFUlmzJw/TFcu1YfsbI4zc5Bj07XZXm2yNx0DlECORYIxQBFkxBlienJBLl0iiiO2d7v0rVsdFVkYjJFLMoc1occ1O/y1ksvIJk55qZL3HiwyWQhgy6nmJ7qIggxW7sBpqKiCymORy593UEKfQahSCqhk0ioOHGMart4qkRS1Yj9gKwm0w8CZhbKxDE01T6jkUs2naE4OcfQGrG6MM3m3jFhEBB4Lg82dtjY3efs8gRra5Mk9SSGZtMdGmzu20wWVWRRRpIE7m884dTcRaKRRTGdIpdLYbXqTM8vEoQh6UyaRxt7WLbPl7cf8723rxKKApphEAYBkp6gPDHD7/3ox/znv/opvX6Phek8Tw/rNBo+pvo5jaMDdna2UA3wvBAjJRAREcYismnghALpfBZZlpFECMKI6dlZpksZ7j3Z5vILr2CaCVzXJmEmuPjCK/Te+zWiENNoHPPlzXusrczT7Q5YXp7n9UsrmKbOlx98wQcfHbG5sUmmGHDpbApCid6gRcYwuPfwC/74j/8dh3v/EQ8XK/KJhJjzpy9jt46oGglKU/NMz68y6HcwzVkcx8F2HEQBsukEcezTt3yCICKXzXBU2SORGru0k8kU165cYn9vD8e2yZRX6bQPUVSZhCoTxjH9dpP5pWWymQLNXhMJAS8Yw8IuX3mNRKJM3vTwYo2Rb/HBJ+9w/eVv06qO9YwICEMXVZboN3fZ2XrGznYFWQRZE7DskCAGOYxZKZiYBYm+ZXN+9QKmIaAlr5BIF6lV9jja+kcCx6fZ7yCLGhfOrfDw8TbxbJHMxDS5Qo7KQQXXH3fQqqriui71Rg9JVjh79hTpTPKryXYUhqTSKWpHxxQLaaZnl5mYXsbxYkZWl7Rm0HVcdE0jEnUmyhPsbx/w9P5NLr709leGQVUzcW0LezSk3upz5/5j5Njnu99686s9rziOEYWv9/F8beE5NZWm2XOQ5ZgwlEglZBw/ZjCy6Q1s6t0eijxOxZwZjFA1mU7PYXGuQL19yGFjwLIWMVlOUm0NOO7EfHbngFJOZWYqwWG9y9JUmW6/y2DkMzmZJJlU0fWYSrXH/GQGXwxIGgoHxxYjOySbikkZGtculXm4UUcSBbIJBduO8OMIxw7525+/x5/+5PucPbVAEMLth1v0+gKqpmDHLnEsks+YbB92iP0Yy/LoDT0aPZ9sNsmZpTJqQiHwA7QIjDBGSZrYvkchkyOKAhRdRxRF0kmV3mBEq9MFQeSVy2ssTGT4+w/u0B10EWIXaxTxaKtPrFSoHUmEgUd3YBP4ApYVoGs6nV4aN3D56PYTFnNZciWZicUVlGQC33MwzAQTxZhi/gKqnmBrt0KrO8LUZGRZQZHAsYaEYcCTjR1Gjs/23iGu42CYJrJqoWg+waBGJqkiJ0L8QKDbAc+LmFksk8pPkjBNnt+9jTXsksmlyRYmOLc8hazIYwxov0smmQJEBCEiX5pENU3OLhZ5ut/m08++5MrFdV66dp5SsYimKXQ6XV64dIpPPr+JF7rEMRQz03TbPRRBxI9dfD/g1o13WTt9madPbpFOm7iuz6nzL/Lgi/eII4/JmSUMM0FlbxNVTaBIEtlUEsfujn87NqKsIQhJur0+ipZEVRRkWSUIfQLfZ3V1FVnTePDwKWeW1mi1drD9scVfEgIGgz7F8gzdfgffCzEMkefbT1g/e5Xy7CLdTo1oFKLJErVWE9e3QRTH43XfJ4p9QiXHwf4+mfwEmtbBdoYIUYhATBBGeJ4AKpyeWmQw8kmkDGLJoN5o0rh/E1UO8QKfetcjl19gaWUSazBkbnYSI6GRK+QQJIlCIUu7Z9HrDqjVW/hBxNraIoVCjpM2hrEoBFEcI8QxqUySw91N1s9dxAtFbLvH07vvcuWVH2A3jtAKU6AZzC6t0m+1qe1t4l58EVVLnvi7YG5xlX/42c8II5FrV86ztLJKjET8/8c0+E8/vrYfWpjKocsyiiSMOcSayMyEycJcgkxaIpkRcYKAdFrh/vMaH325QxiA5wVkkgKZlEgyCboZoqkSlh1juxFHDZfnuz0O9kds79Z4ul1DUyRkdBzPY++4SVJT8aMhU4UsYQi2F1Cp2Xxxr8phtcv+YZd+zyVnphgMItJJlcmchjUcUu0O2a88RxEcrl1Y4XfefhHPixgOZYaWjGHGdIcW+9UuAQKDoYvtOYhSRKM95MnWMUoQokkiaVPD11RcWaA56lDMpbi4vs762mlOraxRaTjcelRl56DGsN2mclRFUCTOLpdIalBICSzPqZxeSGCqCo93Gjze7dPuSyTNLFv7AofHIvnsNAuTpzETMa6cYuDm+Ntffcl//J9/yofv/j0T5TKIEoIgks9lePHqefq9PmIcEvnjpE8vCDg4brK5XyMSNVLpPIKo4NoeQSDQt0J6g4CsrmJZAc1mSBwrFPJ5nMGI1ZkcnXqV4bBPGIVEQchwOMSXdBwfMrk8ZiLNQeUQXR9T/yRJ4ru/+yPKeYPZSYNet8XHn9/m1ZcuY+oKjUaLkWXRGjn84K2XkKQI2x5fDQdDl3Z7RKvuktUUWsdbLK2ewXPj8XVaNZEUld3qIU93n3O4v40gCMwsrJFMGOg61DZucu+d/0a/10HRDALPxXUdJFmmkM8z6Hdx3XHksiDJXDh3Fk0WCXyPSE7i2DF+JGCYEqIU0Wo08byQVDKLLukkJBNJgAf3v6BQLGFkCjiBx8gej5Q//eI9CuUJXNfFD0IkUcCzB5xeP8+9e88gsknoAoW0zlRRIZNQMGSF2JWYW7jA1Ve+iz1yeP7gJpWdp8SCR73nMgrzrJ25RjKdw3F8CsU809MldvarBCfjaz2RxOr1aLf7LC7O88qrVygUx56yr3w08ViH6bfb3L/xOUebN5idLrC4copuv8/m48+pdYa0m4dMLp9mdLiJ5/kYqSLFqUksa8Dmw1vjHWhpHMSoaCYvXbvKj37wHZZWzxAjgyDy35ucmDD4+nH610+1WkOOujZpQ0SRRMIYekMb14/xAx/BhqQpYegiwyEMnQCh3cfIakzOqOQMlSCM8V0PL/AQ+Q2pXsDQdBanE8SRRzlp4IwiHj6vc1CXOb+eRU+N6WeqqFFtHpNL6wxHAc2eQxhHIIY0ex6GZpPLpFDNBHvHm5yaLvGs2iYKI+LQIkJmfqrAS5fXuf/oPn6g49gWpuoTRxGN3ohYCElkBCbKKo2DmNHA5v7OAUlTxXQ1IslhdmKCN195FVFSaQ0DRElgdWmew2qHSq3N53c3UCWByYJOFHh47ogfvHWFz+59iSgKbB0M6T4OkEWDfNIcZ6HHIrlsilwuQyGfwfOTzE+X2d7vsHtwTLXZwXVs9vdFJufuUi6XcR2XWq2GHwRMlUsIQkzg2fSGLvtHTR48fEZ0kn8kiAKqqiOIw/GEJ5LoOhG1Xh9FU0mnkiQTOhPFHGfX5rn7aJvNJxvEUcjC4ir/+s9+zK8++JJUJovVbdNp1giCPGYihW3bxLGAJIoIgkQgmUyVbbwg5PatO1w4dwrP9zENDUGIqdWbzOazlAomiYSDJMdohsD63DzJRJLGYJdYirjz5Tu8+vJbPH18k3NXX+XJw5t4votVc2g39skXSiQSGnvP7nL//sdcWL3C+W/8ANcPqB0ekMqkkQWB0Ffx5PEKhO/7+EGIICrIksfpU2eQFY1bd+5z8cxp9g8fM4hdhFhg2LeQZJWpyRlqRMSRjesHbOw8Y2X5LHPzqzRbdZIJkAZgjyz2Dw4Ro5MxvOczMVmkUCzR7nRQNZHpkklr4GJZKklTZnnF5Mq1V+mMQuqP32Vrd4dMeopcqUi13WV+eQHH8bBtl1K5gCiOp4+qKDI3M0Gj3mJyqozvBThewCuvXhkjVwDXdTmJSkQgxhpa1A526Lb2mJkqcumtHxOICT67eZ+Hjx+yOD1BvSNw98EGU4kKuUIOe9hHLxZZWDtLvdpg/9kDZpfPkM6Vv9qJnJpZQJSUr4RnURROjJEC3U6DZr3+23c8A9si8CM6w5BWL+Co7tFoeQyHAY4b4dgCrbZPq+3hOXBqxcCOHQaWT0LTmSrmMTSTiVKKMIzIpWXEOEZTJPoDj72jIQcNm8W5ItYoYH2lxNXzM2TM1FjMAr58sMFx1Wf7uI+qC1w6PcF0OYWhqJRzJouzJVRNxxrYWC2BrUqL2VIKx7GwRz1k0UOWYl576SJ/8O1XKWZE1mYM/CgilRAQJZ9CWWCypJJISEwUVRQVlESMI9gU8ybzk4usrFwgmZ8AWaPTt6nWWzi2zetX11iZKxD6LkfVI45rO1QbFRYnk4xGIww9y+PnPsd1AVnMkNB1BiMX249YWZxmaXGWwA8RRAlNVWnU+1SrTQ4qTVwvJggl/Djif/yP/42Njcf4UYgoilSrTSqHRxgqhMjcuLfJ9kEdRIF2s8nIGmFZDpbtoCg6I0uj29VJFUrkizkmJ4qsLM7yresv871vvkx3MGI4cjm3foof/fC7HB4eIcoyr714gY+/vM+5C+dwvZB+v4dmmFSOjkimMiCAoqi8+dZ3McUUS9NJJHHIw0cbJE2DMAi5e+cB7/zyA/72g8/IJPLYIwk5jhEVKOWziCIIbkQYQaO2T2l2mkgQmFlYYWvjAf2RiyQJPNp4QK99yPbmQ46rx7z69h+gTS2w83yD++/+jN1P3mdrex8E8HwPPwhQNYPBoItpJtBVEU3VWFqcJwoCRBHaA49hL8B2XXRFwtBUQneELImYiTQjPyCMQ9zA48GjmyiKwkx5lrRuUs5mSGgGlYNNYknH9WHgCOD3eXT/BiEQxDF7xwMajYDhyGbkxrz9zR+SzJb5xc9/yvb+IVMrl1i5dIH81CyTk7PYI4dCIcfUzASyLH+FH0UQKBay7Gwf8Xxjlzt3H5Ev5BFEgfDkpZckCYDAD6hsbxFHMfliljdef52rr/+Qp3sdfvqPH3LjxpcU8wXaXZt2z6LecWj32sysrTPYeozjeAhygpUzp5AUeHT3s3HXIwjEUYwoKV8VOFEUcEZD7NGQzWePeP7kPtvPH/32HY/lBBQyOl4YMDyBXcVxTBjGYyXdD0iaEgldJmOKzE+bOF6EJosYqokYi2hyjOeFTBaSVGoOpaKBoij4vkd34FPIazx42qLd80joPmEQEKkyQ8tDRCGTN2h27PFiWiwgCTIb212KWYOsqdAfDlAUFUkR8YWI+elpcEdoWozn9EhMnaLVCwiDgON+xJsvnuXOg13OLao02g6tfkAUCgQhlPM6c2qGbt5h4I5IJAzMZI7DpsPWp49ZmC6yOFvGdhyqtRqf3fqCq6enEaMhstBHUwJSukbfCajULRTVpdmMCQKZXNrEdgMQYHV5lmuXTpNMGNTqbTY3Dwg9i63dJk+e7WH5EX4YI0oxURjjejDyPN77/CMuna9xaf01JicKEMf07JhnW4eMXG+czxTGOK5/Ijr6JBMmAjHT05P4koGSyGDXd/n2N95kfX0d3/f4f/2//z8YZpKf/OGPWFpawvc9Pvjgc372jx/y9vUXMFU4qnfo9gaUpAyyrGC5HpZlc+f2A669eIWRLSKqaaxOh8VZk1rlKbVCiicP7hN6XTKSz8iu8trVK/S6Bgkjge1U0Kc0lFBjc1/AsiymigaffPgPvHT9d6gdHzD0bMRIwifCHfU5ru6xtn6FTHGSg+1t7OoOrf0KLUGn3vcRPviU1bVlVMnDdWw6rRqyBJ47RDfSyLKE57pcunQZWVW5efsu585dZmvjcwIjRtcV/CBgOByQTOXYO9xFkGMQYvaO9zi9doHS5DTdVoNiJoUsJ4CIne09zITOzt4+x4cC5eIkhi6SSok4jki/H5LNxhi6RRAEDJpVJNHFzKSZmCzR7fQZ2Q4JQyWXKyLK8hhHAifArZggCKhUaiwvzWA5Li++eOmfREFHxLGAqsgkTJX+yCahq+SzCoXCefYqTd7/hw/o97oU80n+5Z//S1K5Ml/euotExNkL62w/e8Rn7/ySlTNnadWrzC0sUJqap145oF/bo1nbozixiPCbBdETg49tW1SPKrTqB/Q7LVxvgDXs/vaFxx7FJBMSE2mNncMBfhAjywIJXcL1RDRVYKqgYygqa0vTmHpMHAxJZhXiMMQPPCJiPNvH9QIySYVcJkmtNcKLRabKBtm0ihMEBECjZ6OZMbqlEHgRU0UNTdKYKqtUBz0836c36OF5MYahMnI8xj4Dl37f5sLZEoGn8WC3Rraks7ldx0ydIhR0ZDFmfXWW470bXDs/yy8+eUbXGhdXRImkLjKjZyjmChi5IqKZIhJVDqstNirP8fyIWqtLo9Xk2eYufjDi8nqOmfIk9v4hpTKMfIFq16M/Cqk168SorMxOkeg6aIZGqZTjpSunyaST9AcWR9UGG8+3yKehVj3EVFVUXSWSAcFjZjLHzn4Ny/MoZAXSKZHD4z2WFs6QShTZ2qlw93kDq9/G9XwcZ8RoaBGLIglDRUmZTE2WefWVF1lZWuDXH95E0XVe//23UdRxtrWmG/zu736PmZkZRFECYjRN58/+9A/4H/+ff8E3336ZqxfW+NkvP+B//S9+n06njSTJmIkM9WabQnkCQQBN1bn0wst88X6XXM5g63hAZfsul87OEFPGHUbsH++jygFTE3kERcVQNA5rdSbzRSR0dg/6pE0FUapTKE7w61/8NZ4XMV8qkZ0os37uKkEssfl8m6OnjzB1ODzq0vRVXD8kikVC2+PdX3/ASy9dJleaJZvN0zjeotMbsjCvE4UCkqwgSQGu7WAYJvW2heNqdEcOuqTiRRGHlSMWFleZmpzj4HgTVReRxJjnT+9w9aVvYY1sbGuA6bc5rNWo1V2CKCCMYwa2SFi3CEOR/jCk342QxJhiQSUMYnq9DvvbG4ShxHDgcLh7QKFcYipXht8kdkYRsSgSnYyl6vUO+3tH5DNJJsoFKtUmsjx+fX3fJwgj+q0mly+cQRBEDnpHFKemmVtcYdDv8+kXdynkc7x9/XtMzS7xZHOPjb37lHI6C9dfBQEmphYYHT9jYnKC2sfv403PIkoapy68wM9++bc8eHiTFVdgamoaQRTxfZfa8RHN6gGKFJPLpum3dvF8C9H4eizG12enqyquFxJGEsW0imaMrfWCEOPUQhRFZKKQpZBJUam2yWU1PE/AUA2mJ/IEXkDa0AnCiKPjKt2ey7Xzk5TyCb58cEy76zC0XEQJVHkc+1ssJHn0rMGltemxSJ018EOLTErFDgKUUCBjqhSLmXECZezRbY9wgpBGw8F1I7pDm73GED0OuHfvC1649jZGMkvfsjl79lW6R5t8542r/OXPP0UUY07NpYgkn91mj146z6WlCcIoZmv3CFEUWZgqsLV3zNPnW4QixKGDaYjUey63njyl1rI4bI8ZMZIg4/sRhAKqLLC6NIsQg6brvPriBUa2zc5uhcGgg+u2MIQAo5AjlzCRZRhNJan2I8inOH96AVNXub+xievFHB77nFrVsIctkkaedDrFvWdPGAwaDAZDkmYGQ1eZKOh4ns/v/ej7rK6uIIrjbeo3Xr3K8fExmqYR/iYxIIqZnZkZL5OeHJ9RHHPlyhVKhZ/zj7/8CGtkU291qBzVGQ7atNsdFhbHI/NCuUwQChimgZlIcO2lVzg+eEroHfPKW9e5/eA2hq4RRArXrr0IgYOsJ/n0zi0MTeGgcsxkKYfn2eiawMiJyOWSxIHPtauvkZI1ZlfXyZemONw/YOvhA0RvxFFnhCfr+JGE7wfj3CdZZnblFHdu38FxPa5fh4npVfp9i0fPKywvrdJotXn2fJPtnV3mZmc5f3aNm7fvceHSC9y9+z5yJkYUJSQpxhr0mJmeodE6IIo9DEUnWyhi20MKxQKblR1iSSChm0TRCFmNmSuq+EHIoO9RzGapNfsUiwGuG7Kz65JJS0RhiCRBOZ0hIqLTO2J+eR5OWMYwzn2LRIlOt8/OzhHJhMGFi2sYho4QhSQNDddz0VQNd9Cn0+5z5swKoaAQRjEpOU+hPMHOzgF3bt/jzNoS19/+Nlt7R3x55wFpQ2C2bH71rsdRxOT0BIXlMtXqMTPrFzg+2GNhZQU1kWV1+QyV40N6/YhioUC1OWDQbZFJKLz80lUQx0kU5al57N0nCPHXp6N//VeB4cg/mTCIqCcjOc8FRRJxvYD+0GKylKLR6fH8wMfQRQbDsaItSjG5TJr9gxbTxQxb+0M+vFHhzWtzSETEokwchQiSgKZIRGFM5AnIokwcC+wfDVHqFo4dYKoCINNsehgliVq9SafrEssxrbZFPpdGkkQ6/Q6h5nNcbXN6osRg2MXQZDTdRPMD4hBG3oiZqWlmywn6VowkjjO+h67AzkaVvbrFtUtriILAgyebVGt1/LiPE4TEkYokwfxMAtsL6XkDmoMRRCJT+QKlXJZ7z3YxEybrq4skTJNTq7N8cfMhm9sZ7NGAZqtCOSPw+tVV6j2HT249J6FMoSkxS3M5ups9vDDm85tPOL86QT5lkE4HqEpMwpAYWk1yuSU+/OweMTGNlo3kjEBPk8skuHBmGddzSabS4yW/OD7JMVdptQcszo+50MBXjmLfs9H0BFE8RqLGxPyLP/8J/9f/+/+DN6+/yPmza5TyBgf7Q5YXZ3n68AGpbAFFEcllUtSrVXK5HAunL1BvPGd1eRJFT5FOpRkOLZ7sVQl8m4WZJcSox6VzL7D97CZiLFGp7pHNiKwmk6iyyCuvfZfm/ia5mSWuXP8Oz55ucLDxIUfb24RGguO2A7I6BncDURixsLDAxUtnyWTSdBpVtp7vkkqqvJktsXL6Elac5OGjR1TrLXb3KywtzJBMJem1u+TzBXqWj64WiRmiKCaKJBKFIwLfZ3FulSBymZqa5KCyxWjQY+nUVdLFSXqtY3RVBFkgCGK6vQDHjkH26I5GpNI+rXZMwowxNIFyXmVycgZcF9vaIohCZifSjLpNzFx5jNuKI7qtNrsHdXTD4NzZZUzTHOMq4pgwhmw2zc7+IQszRVZWFjhK98lPzpBOJnjn3XepHB4hammazTbDoU2zayEliqQMmC5oYx3Mc1EUhTAEooBmrYaXNLh37zN+9KM/5ODhPdr5EsmkydUrL5NLPePLO8+IwoB79zaI44BcSuPi+TUy+QmskYVqFkmYaTr9ztfWla8Vl88upxAl6I88BlZAveVhOwHLsykUJWZhWsUwQxrtHrmMRiEjMVVMcdRw+ez2PiPbp9Xpo6oiT7eamJpK4EfceljF9gIyKTANBUUSySQUzi7n2N7u0WwGfHTjkL16n2f7Xdp9izgU0WSJmaJOZ+hx40GVIAopZpNoukYYRSQSCt9+Y4VzCwWSskQYBmixCES0ux063S5D2yM9cQrLLbmIlgABAABJREFU6vP2a68zM73MflOn0lCpNmViBAa2w0df3OfDz25yVNum1mnTGQSoaowfuBiagCyDLIk0WwEpI8e5lRVKmRy1ep9zayv8/u9c58LpBTzPJ53OMFmU2Nl+TmAf8O3XVjhzeo4otLC9I1IpkY3DBh3LJohCxMgnCgIWy2mkOObSmSUK2SS5jEGvG9JvWpQKaSZKWYIgYqqQRIklekOb7779EtlMisPjNh988NGJRnAC6QYuXTzD46dbXzkufnNVlyRlvGVM/NUG9alTp1hamOX2nUd0ukO80YhL50+zvLLM+plT5PNZpHDEweYTDg+Px6sLUYxolNg4qOBGIgfHFVzfJopCNg6aPN/cxx02yWUzLK9eYGF6hlJpipnZOWYLWVbnFpieP0V2dhXL9nj0+We0tx7y/OkWVV/lsO1iqONRdhgKzM7O8f0ffI/Ll8+hawr2yOLl628yGIw4PO6wv/MMx3GYKqZxbJd0Ns/rr77A5NQkoiBgJhOcWV2iUavx5je+TbtrY7suohjieC6W7TIxOY8sws17n1NpHtMZtEmn0uSKJQRRxPZdSnkVQ1NotyOCMEYSRgx6Pu1OTNIUURSRWJBIpfI8frbDFw928SMRVU9hJotsP39CHPgMhxYPHmxQOW6zvr7CubMrJBLmWE5hDOGyBgOE2KOYz44LgaDSabV47933uHnrDptP7zPsNOm021jWCFlWOHNqiemiSiapffWDH1kORDGyJEAUkMtleOcX76LLCh9/+muWXniZ471tFFnCD0EWIPYtHj97hii7GImIge1w+84n9Oq7iKKMoqhMz52m+L8kO32qaKApEq4f4QcR+YzO4myaZztdIGZuWkeSBR4/r5M0FFRNImK8jLlzPKDSGJLLKGQTKrEA2ZTGTsUjigMCV+LgyEUQYgp5iWxWJwh9slkZRYPn+9aYJhhEJHSNXEojlZAJg4iOFaCqMqoiMRp5lLIqni+Rz+Q4POqhazoII1IyxOE4XVQ0CkiSjKppeB4kCmvktCTDQKZ39wmW66MqEiIR3U6HdrdDTEguJ46B2RFcWjO48dAmmZCIIgFVMJkrjc109XYfXTe4cG6V2ckig/4Q/2S6srmxw0Qerl64gCG3kHCxnRZhqJCWEyxP6RyFLpIocVitMTtRYPd4QCAIbB60uHJ5jagRkBS67DS6HNldBp0KL185zXHtMxLpFIOiSITEX/79ZxQyOhcvnOf8ubMQRyfi49hNKksyYRjh+z6SLJ9ElQggiPi+h6Lp/x3kJAj87u9+l7/5r3/LTDlHaXrhBKcZki1MkQx9jo62+Pjz91lcvkyv1yeRTPLSK9/m2eYjnmxsMbJDMkmVtZkMPc9h6NhsPreo9z5FT5VwJYehLbF+/iWyKRMzU8R1PR7eu4e3t8FkIUtQnsduhQS2h+f7jID8RJGLF86Sz6UZ9HuIkkKv18EaeUxNTfHCq6/w/NkGv373c04fD3nl5Rep1qp8/4c/5s7d2xiGSS6VQCoW6Hf7LK+ssri4RDa7iDU6Yn52hmwmR/2ogaHPUSxOc9Q8YmR7xIrB/Qefc/XKG7iOjbs1oJjRuPmoiWbKZLIx3WaAqgv4voAbwagXk0yLNDs2e5U7REFAS1VRdQ81U+Tc6TNU9p5TbQWsri2SzaYRBIHA97+CbQ37fdxBF6KA9MwZytNZ9o8abO8ecPD8CZ1Bj1u371JIp7D8mNDucf7sGZZXFlBUGRAQBRFVUXEcC9M0QIA4CJAkBUGUuPray7RbVRqdOqoqoQ9bDAYWuqEzObtA5tFDav0+kgiqLCHLYDkubu8QSVZRUhMoSpHLL37zty88n9+tIksRxbTGyImQRZFm22Yw9Akj+PxWH0GNUSWRpWKGg06PWPCIQ5cwFkAUKeYybOw2xmmNkkMyodLu+xBCqahS7VgYmk6lalHMqDzcHiALMo4bIssSsixiGCqphEoURbQGLnOTafoDlzgWEGKBiXKWzb0mjx7to0gy6ZzJ/HQZTRHYr/cYDDtkjAKGmRi/OHE0hpOlE/QHFhdOz7O1f0y93mDQ72N5DrIS47kxg0FMypTG+z6jEM8T8GwNXSoiyjq1Vp8IiauX1smmE4wsm0F/gOO59HsN8FtkzTTnz53DiySePjsmn9YIxAjPFUioCknd4/xiieN2H1SRhB4xmVM4bNnoSRNBEMmmC6iSyjlZ5MF2l1tffMTr3/g+p5dneLCxj2kqOD2bc2fO8403XyWRSBBFEWF4QhOUxv9vQRA5c2qZW/cf89Ll8yCOuwdJkghDkTgcj/Z/83HmzBr/9l/94dgg53snnUaIIilEYcTU9CpSEmK/he/aaPksrm1z+fJrPH/2iCAQ2dyrMlFIMplLkTZ16lUbb2QzszDB4f4zrl54icXl1a+K381f/Yy5pXmMV9+gPL+ItLvPp3ef43kB5YkJ5qYnSZg6eDa9poNqaARRgCSInDt/iWpll4uXzxKEMYNug4sX19nd3SNfKGAPWhQLJWRFQJEldN1kZqLE9NQEE8US19/+Fsf7j5BEH3fQRJMjGscV8hOTmHqC9nDAuTOXef+TXzE1Oc/07ByNwx3sYZ9sSseKQrp1D8QYU5MR9DH6VjAEVE0ed0ReH0mS0BJJhsMh9x9tcOFPfoiZPmJuJTGOEP4nFL9Br8fuzjZ2v8V3fveHSOp4Muw4NnMzZT778i6x0yObMeiPYjpWwNrqEutnT2GYxgkHeXz4yIo8NiAijKkHYQTSeKggixLFfIbDao2YgLtfvsdLb3yf27dvcfbKNeJY4+Kly+zW3yMQYlw3RFEF+paHH3hIQR9BmKTXtxg5X6/ifO1VK51RKOQUEqrBZCaJa0dUji2SSRFJignimCAAVVJpdByiIMZ2A+Ym08yWNZamE+gKyKLA7IyOpssk0hK272GFIa2uRzFrYNkh2aSKrIgo8ThKJRYgCMej+0bP5eFWl2d7PXRdJZvWMA2Zw+MBI9ul23Vpdxwe73bQDAlVVcjnE2RLBZYW8ni+gyAIiKJIEAZfTQNs22J2Ms/G5jb7e5vYVovFiRS6IlJKKwhxjK7GZFMSqYTC7oHC+vI8a4vztLshR80hp9aWeeuVSyiSgGPbKDLUG8ccVx6R0V3efPk8+YLMXmWHX338GQ82Peq9DOnkAm3XpW07xLGIrERkUxo5U0MRYHYyj+uFqIqM44dkchlko0xj6KOqAgfVEa36HlcvnkZXZSLPIR51ePnaJRIJczwZiccUySgMxtEjJxcsRVUIgpCtref/BNgkoKrjlEgETra6QdNUvFhHVRWGwwGu59Bsjs1hgqQShwHXX/0Bz7aekUyn8IKQKApZXVnHVCVOL0yR1VNYVojt+mxX2jTsLoKoUSyU+dHv/RtWz71IhEC726HV6TKxfIrU1AKRnmI4tBkOBuQyGd5483VeuXaBXNJkd2eXyB2wtXdEGAaEvo/ve8RxgKTIhGFAFMW8cf06rWaT4XDA2fPnuPXFR7Tqx4iCSC6dRT7hysxMTeI6DhMTU8zNL7G9u4Prh8TEeKMeg4HFlUuvocgiM9PziGLMZ7c+xPU8JmYX0E0NRQVn5OJHAVEksDyZo5zTmSnrmIZKtyXgOQFGMoOeSjBZyvGN6y8S+C7vf/gFmfwUujj2xkRxjGVZPHh4n/u3PycedSiXUpiJFGEQsbW1x5OHj9jb2GBuZpKeLXBUdyiVpzh1ehXHD1BECKwhMO52o8DHsUd49giCAEGUiU8iiz1vvLbixwLrp9YI/LH72B51McMRcQzd/ojy9DySOOb7ZDIypi6RyyRZWn+NybXXuH33Me99dJPPbz742sLztWXp4lqRbk9i96BHKZukNxCxA5lEUuSgauEFMaW8Qa/rUvM9RvbY65PX0lxamyKVlLn56BjLiXHsiHLeRJJFEgmRSIqxBgHiUCBhSiiKwkFlyLm5JIdtGycZ0elFjNwIWTbpWCMm8iaC5NPtj+h0HXRNwvF9BD3EskUunpllv9pB7fRZnM7R7wxZnC8iMc6c+s0KfxC49Lr7bG/uEcYTGHKDcgnK2gRT00UE2R2Ls6bMwqSOF0bUWj7rK/PEYcxBtc366RVWFqZpNFr0en1UTaLdqlM92qeQ0/nGqxexrC7WsEGz2+HGkz6XVk9zejbJi1cuI4oCgqjz5b0b5FIGuiaRElLIkUynM2To2yxMpBhFIq3OgISuYI1cnh3ZrEzlCAKHZqfP/HKSi+vLfPD5fRKmxl/8l7/if/j3/278sEljs5ckK1/FkRCPH+pL68u8+9GXnDp9Zgx7OrlyiZIMUUz0G7Y3AosL83RbxySSYz6Lqulftf9RLFAszFGamODWF5/wxje+RxyGOJ7P5OwCkRfg2B4De0irO2JyYpEzhTynzr3Is50jOs92mMpp2J7P1PwaoiSRLk3gBeOxvm1ZzC0uk8pP0Kk30IDcVGmcUqvBD37wFjvbT8Z6nqJQPdpHEMYrEevnTvE//8VfIasiF9dXUaSXUc0S05OTpEyTOI7I5wt4vk+nNyAETF2mYlskEhlCUcI0RWxHoFZrcPbcOc4snqbb65LPFAiimMC3yZen8OwenZFLvTsil1NJmyLpjM7hlkcU+fS6EZqRQNUlspkks9NFcvkkQejywtVLfP7xF5xammZmusSwM+Dp0yc0a8eUkiqlTILS3CznL7xEEIls7+zw+Rc3IB6zgF5bWGRmeppk0qTR7qGHEefPr9OuN5iYmiSMxgGAAEIcIci/ee0jQs+l0WiRSKfR1Jih5ZDUZIrFZWyvyqO7n/LKW7/HzRsfs375DaxBjwunl3m6u0kYRpw7c4YXr73Fw6db3HvwMZbtIEkihq/89oXn5v0akpig1h4iSwKapjByPXwnwHUCUmkNQYiQVQE5FrGDEIA7G1W6Vhpf8On3A0Bk/8immI1JJmSIBBx7fAIPLI/RSKLb8/D9iOEwYLZgEAchSA6iCCN7hCzC2lyOTNpn92g8uj53aoIYj0w6Rat3xKUzc+OiFnooQoihm4iSwNRUEfeE0CYIsLHxMY7VRVACiAM8X2B5zkAJFQrZFJfPLPKLTx+wMKFRymiopsDuUYdqs8WphTmyps50MYVlDdFVEc8b0m0cM+o7fPet89hWj8hr0mi3cPwQJ45RZIGl6WnOnFrDSCQY9vsszp7m79/9mP7Qp1RUsBSbKJA5rofkzQzTZY123ULWDIIwZjRyCKKQ57sNJFnBd/aZntjn7No8t+8/Yxh67GzvsX9wwOzcLAJjnIkky7jOCEXRx21/DKaZIJtJUzmqUCoUUDTzpLsXCCMfWVa/Ki6KIjN0InJ5CUFUCcMQz3MRZQVRkpGEmLPrr/DpR//A1eGrCJJGHMWsnb5K9WgH+3lERMSppTOI5iQWEvvHdba29jh1+hRffvo3CGKEqupMzC6hyAqGYSCLIk9v3yOzNI0fSpRKJe7fvc9UOUEhaeDHIZtbGzx6vMW5tVmiOIRQRhICjmstFhfmmF1ZZv30KldfvEYUx6yvn0LVNPK5HK7r0xsMiQQRxJDd53eJ7RFxFHJ6aQE/9OlZFhlTo73boNVuc/nym+zub1IqzaJpCvV2naX508yunEOSFTqDAYV8kdWlFfREhi/v/RpR0TGSIklTZ2IyR4zA1NwS9comuqGhSAqKafDJp7f4yU9+AKFHOOpSzic4d+YsmYk5FNVkv9Lg3sPn7G5vEoQDokBienqWVmcwhrY7PtdeuEg2k8R1bFqejxeM02qFE9Y1CIgiYx5zr8+tB/fxLJe3vv0W9x9sUKt3eO3FcywtLnHzxg6qItNs7FLOFyEMUM0EL1x7jeWVNZ7vPCPG4L/81T8wsGwgxtA1Tp9aY2Zm9msLjxDH/+Qy+f/zcfrS1a+uKKIsMFNO43gjjhoWqaSGJI6D/CRFwBtFuE6A7Y+RpUI8DhGDGFUes3wUJWZp1qDWdWi2A9wRqJqA70EyMc4AiqKYmYkEc9Np2oM+7Y7PmeUkNx+2mcipzEwa+KHCcOjz2tVFjqpdhiOXj29UuX51EeQYXY7o9GwIfWJF4Ee/8yOGvo7t+PS6h3Q7TzmsD2j1HeZmdJLyIq69SyhEJI0EnhvwaKPD1IRKylCQFZndoyGbRz6vXjiPJKkkkwa27eB7HprcIZ9KsDC7iOfsclzvIEoRUQSjKIJIxhr5TBXP8OoLL6HpJgd7e+xXD/j03qeEYczphRSZlEKjD1u7MSlRQBNgq+2TSieZKueYmcixt7/P7tEuviMTEzGRy/Hm9csMbHj30/toiohumPyf/o//4YQLPJ5cuY6NQHySlTROSGg1G9x//Jy3X38JROkrA2Hge2M9QFVPHhIBP/DpthvkCwVioNtpkUxlTtIGQjzX4aiyRWXrOW98+4e4josfhqiagu+5DLstjlpDvrz1EFmMUWWVf/anf4rredz85B069W1UPcG3v/cHqJpJGEVji37k027WCCQT3x5ipMo0G4eMei1kVePDLx4zNVnEkGMmSlkGlk+hkEYxS7h2B1ExKRSKpJPjLG9D1zFVFWs0wo8iRCGm36pw9+4HbB3uMJ0tIAsxigqHjR6iKFFOZxgMROYXlkiVprl951P2j/fQ9DF3+Nr5a5w/+yJ7j28xsDucOvcqveEAMQr45NYOzUaTyXIO3/cRZIPLly8gS/H4QN55CoBupPngo8/5sz/5PZIJgyDwxl2oINHpDnn8bJuDSpVef0RoOxQKKS5fWUcUYp49P+Dc+dOUSjmiMOToYI9up8FkeYpcLo+oasQIuM6IKAYpCOlUDmk1j3jWbPLiC68zMVni4LDO3Nw0x9Uak6Use3sHDLrPKKQy/OCP/jfc/fRDJlfP4fs+cRzh2CNu3H7I3sExqiKzuLjIhfPrZLMpJEnl3/yLP//tOp6AmJVZg+l8gif7HeqtAem0RDGvUsyMRav9gyGJZAI/tMnkFbymSzGl4Pkx1jACKWLkx4hezAvrGdZXMtRuVNBFHT0R07FcBBF0XcTQVCzbJ4xjVDU6yXz26HQcykWVTj/A2rVYnUvj2gEHhx38SKbZD8hmJHLZBIIgYI/6ZJIGQZxEliWGI5/tSgPXF7lz7xaa5iNpIRCNvUNym4NqxORkyO5RhzwGc2mTfF4iCmTKuSmyiQ7HnWO2K0ecWVig2x+RSRl0+0MGgUitWsN2Q7yoiiwJpFUDJwhJqTqeJ6AlRVr9TTq9RZJRhtuPbvJga4P5iSSlvIEQSaTUBA8qLY6OepiagZk00A2daqNHPpckiiFppigWEhwe2DhBSLXX5ZObN1hZmKeUSzF0fI6Pj9l4vsmp1dWvOCq6YeJYg7GGg4giyxSKZU6vhVSODpmYmETVTGJAVlQGvTZpTSOMxpqDqig4XkwUekiyjq4bRFGIooynZJqmUppYoLq/Q+DZIEgIcYQoKghCgJEp8MFf/QIvhj/6o9/H0FT2treYXVjk0kvX+fLjAC1ZYHt7g/Wzl0/KpcDte4+4d+ch/8P/4d/zwbvvMqNnkQQJ3UhgWz1euHwGVRHY268jSjKZjIasmhRySYbqmJRXyheIThIShtaIMBr7mOxOg+O9J2zuP8VxLQxJYDDqkjI1DFlHEmM0Vabat0nrCaqVbTzRZHnpDLVmhSD0QYi58+gOF86/yOTyOjOiwOe3PqDZqfCdt/6AYl4noZeJBJXJuRKlYo5iIUuzXmPt1Fn2dzdQFJk4csnlMhw0hqwnTWJEet0e9x5ucFTv4Xk+o+GQpJngyssvMjszgSRLeMMeb771EsBJqqdIFHicPXNuDHkPY0Ri4ihgf2uTwBlhOAHJuQJzZ06z8WGDze1DJiZLrKzMIooy01NlKgcVFuZn+eDgKbYz4D//l79kQhdRcyXSmTyeNxaoTy3PoakG5y+exzRUBt02w6HAYOh8bcfzteLy/FySfE5HiBUyhoIiRzQ7Nq12QLvpEDohybSIKsdMlZMUUgYz0wZTZZ2kIRLG0QkQSEBRBUZOyHufVjk8CukN/LEmFAvjeA1JpJTV0DWJg2OLO88atPou1jAm8kRmCkmkSGRhMj0GqWdl3r25x27jmNaojajFHBx1qNZb2I7LsGsRBTH9vs9BpYZEhOc52K7NQcNmc8/GskNs16NjtTi1soxlx4zcgMbQwZV8fCdCV0WOG1WII87Om3SGXRzPw9SUcQaSpo6Nd2GMqYrMlouIkkLgaciiSuDFdAY2xDFJBX75wU/5+a//E17cIp3UmClmMSWTXs9jZ6/JTsUikUwjaTphLCFIMpcvLPPSlXUGQ4dSKc/S9CrLCxq5lIqhS0gyFHJZrl1aw3Y8Jicn+Iv/8l/574kAQByjm8lx/jXgByHEYGoq5YkpVG0cjyuexNQk01kC3x9nKZ3wDmZnp6nV20RhgGEkGI0s4jgiDEOG/T7ppMna2lmG3Q7ZXAFFN/BcF0EUUURwrRrtxhEfv/+PGKbOzRt3UBQFWVa4/NIbXH3hCnfuPaV6vP/Vv0OUDX73D/6Y3iikVJ4AQjzfJzpBrKryONnz1Ok19EQS+UQgtyyLYr7M2upZFHVMJfRPtuUJbR7f/pD7N37F460viaMBQ2eEG0QkFQVNEIk8gbShkdYVwsBhYLXwfRd7NGQwGLEwuYQqymPgexRw8/bHmKkMtuewsbtJezDi6aOblAomi0sLXH/rOstLs+QyCUQBJqfnCHwH0zRxXQ8/CLl25Tx3bnzJwWEVezTk1pe3efp0j0a1RuS7vPjCBX70428yPz91gr2IUczE2F8Thri2Dd6I+YUlomAco7Ozu4/nOdQqu8jikImJBHMX5knnM6yuruLYMQeHRxwdVQn8gH5vgKIoZDMZohiW58+yczjkybNNaoHOr9/9xVfPVLlU4PKFdb71rTdJJTWOK0cYRhJZUZmemfvtC0+367F3OMTxfWIEJHV8+mmqhKAI9BwfSZTQNIF8xsCPYgZdn4NDG1NRmC3q6KpMwpSYmdPYrY3Yr3pjnVMc50sLIgjEpBIKCUMhDseiaOhJZA2TmZkk9a5LOqUzN5FEEsGLQmpNlygG2/aJwhhFFccPaxSQz2XI5tNoUki3b/Nku4bl+KiygKRw0uZCsx2wd+jhuiFDt0anLZPOyUiJmFAUiBSBifwMpi4hxWmWpwrMlDR2qxWII7r9IZPlIlMTRVLpsZlOlxMkdIl6Z0Cl6tDsOzQ6I7aPenSsEZHoYwcR2bTOueULjPoClUqXW4/7fPLIJYhVvBAiBGZmSnznzctcObtMrzvAd10SqSTFQplCvsjpJYNvXF6hmFCYL+dYW15gspDB8ULazTb37j34KoLkK8egAIIonISzCWRzeSRRYnN7n5FlfRVJG8cxnud89ed/cx8fDG08Z8D4Pm/SadXpVA9oHm5xvPWY2zfvUt/Zwxn2UBUVYUwn59G9TykWFWYnZWrVI5qNKtfffo3BoI2qKIyGDT565y+p729z67OPTpJiI06dOU0ilWbkBiytrOJ5Hql0ln6ngxdC6I2QRYF8LoOZyBBFEaKk8P47H5LJFbHsEdZwiCKJmEpEt7pN5NtoqsHIGZLQNKptC9v1SGgKhqoiCxKh7xOEMbIw5ikXUml0M0G3XkERI5aXV8kmM8iSgiiJNBpVBATS6QKKouG5IRuVbUxdYXqiiCSJpDI5RFnFTGWQJIGPPnh/PG0URcIownFGmIbGzTuPkSQR/2SD/tqV8/z4x9/h9OllZOkkVua/h2nhjixGvQ6VwwqxKIGsIBlJIklhdnaG995/n8reBsuLKxi6Qm9Qo918zpNnt1EMGUn12Hj2kDiOMPTx9Tqfz+K6PpblEEYSI8dnZ3ePiWyWQbsOCEhhQLN5jGv30XSTickyeiKBPezT7zZ++8IjxhK5lMJRs0smLbGymCD0x7tSqYSKF8RYI6hUbe4/afF0p4egh0RizMD1mJ80mCyqzE5qlLIauYyCKAuICKiKAML4Hq+qCoaRYufAppBOUEyrlLImaUMnmVAZWCGPNntEsU4QSBxVXSoNF3sEtYZLHEDgRkTRiJiI1nGHarVHIZ1ieWkGhBgpUaTbbVLMKCQMEVkav2DtTkSnI3Lc6rC+ukJRz5EvasxOFDmo2+wc7yGrIce9Gq5j8/J6hiAYMrTtk9M2otMbIWsm9aGM5WhEYYxmhDR7I47aIxAjBDFGRGauUMBUclSPBR4/fc7mfp+7uxEeBqEgIykysqKwsjTNyxdXcUY2tVoT17XRUymOa236lkM2M4NpyGiiSujGPHx8m1wux/VXLhIGIdlMiv/pr/7un2RY/ybYL8YZWePPT7SewPeoHB2TSqfHupAgIIoShpk8yY6KGQ76VCs7/Of//D/xzvuf0Kwfs//0S57du8nze7ep7B+weece9WaXw2qD4+ePUKQxszrwQ06ff5GtvQHtrguxw+2bt9B1lUf3bvPOL/6GD9/5ObWdfWYKaQIMBv0uoiiSUOOT6yFYbsRo0KffbqObObREbrzwKQoMB31iQUBS1HGWfMJkd2sDRZbpt4+59ek/4rtDEuk0Gw/usrp+Hl2X0RXIp/OYmkJSk3H8YAyOd300ScT2AxRJJYhiUrkSshQyaDVwHJ/J8jzEIoosceHciwSeiyTJvHz5Ncp6mt7Q5d7jG2hyxNHBFp7ro2g6rmMTE7N+8QVMw8TQNQxDxw98rl4+h4dKs91DUpP8+Eff4uKVdRRV/spVLgggnax1CYJELCkgKcwvLhC43ti7BZiGwfTMLKlMjvrQZXpuhY7VwPN8fE+k3j5i/dQkc5M6yWTIqN9FlCQ81+H59gGf33jA480DECSS6QIzc8t4UhbZswkDn57t8fHH/4iAhz2y0LXx915RDPrd/wUrE6fnUkSRjKYpZJIqqiIiySLdXgiByEI5h4CAH8V4UYDtxXR6MSIifgBuDIaisH/oUKt6zJYTiBL4ERQKOoWChq7JnF2eIp0wSZoKI8djaTpNyhifAu2uTTZtEnoSsiJDrDI7UWJxMk0iIROHAnqsYlnwcK9Ne2ijqwJBGNMeukxNjDGQjhvyeHOPWstD0caFT/BEoiBGQkQINbImrK++yOXl11icOQ+CwO1nXWotm3RSIKFrSILE1bOzbB0eocrjJb5GZ8jU9CSqkadRaTI3sYyuyCD5BEHAbDHDynSe0FMZDAQ+uVXl8/vH7DUCKgMPHxFFVUglTRIJE1VR2dqt8ssP7jAcDun2hgwsm3Iuwf5hleHIJpPOIZBho3JE3wEryHBUrTI7M8HsZJ5QkBhaIz799IvxAujJDEFWlJMuZiw8C4KAbiZ48eoldvcrX52kv+l8BFGk1TwGv08+Y3D54il6wx6SLKAncjSbbTqHVep7xwzciKXlWULbprm9y2jQHZ/o8ZgmKMs63X5Aq+tROTxib2+HO7dusLmxiW2LLJx5ibd+9Md863d/wN///F22tzeRJRFDCqkeP+fo+DGmaSCKMYauc+bMORKpHJIoY9tD+t0Wvufi2CPW1pZ575130cQR9z57j/2tZxzu79PvW8wsrmANB5w68wqiGDFdTpFPGWiKjCZL+EGEiEAQRDhBSDYpI8kiC0urKGpEGHoEvsfU1DymPk67WFk+zdbTm9ijPmfOXARNxXVj9qsNHj25R+34EIiQpTGtT5LHHX6j2UVknIcVx+PN9ZW1Nb64+ZBsRsJMmidhiaDr+leUv/GtQSSOQkxVIWHoiIKAIKtoqkYmnz8J8gu4cuky/UHAZzc/Z2JimY41Ig4D4iAiaeoUsgXkOKTX67Gzd8h7H3zJrdv3qTU6hGFEsTTBwsIi5VwSRZKJ9AT+oIPnuayuXmTz0W2KhSyJdBZT11A1hc2tg9++8CQ0Hc8N2Tm0efh8yO7+iDAYszgCLyKbkDi3mmdpxuStl0oU0hL9QTzGaRgKkiSg6iK6JuH7Mb1BgCpLqKqAachksxrlbIKpUm6czxMFJAyRQj5JMaNj9V00SSWd1JkqZxCiMeK0Wu2iSBIrszniSKA/8pGlGFEESRXxpABDjtmtdNmtdEGQuHv3LiPbZmhHVGshQjQeK+ZSKlfXp1mYyOH4IxRNR9VTyIrKy2cucGE5QXU4pvRX+iMcoUDf6tAfdhAUhTAISSc1dE1D0wwURUKKDKJAIJOUKSRViqkEoStxf6PLh7dq+IGEJOpIkkY+XyCMIiRZRlVVgiDAGo2wRiO2K8fcfLDNrYc7FPJZFmZyXLu4zFQ5S+A16Fkj7FgHrchOxeLenft4wx7XLq0RxzH5bJaf/vQXY63mNxfzGHQjQeB7Jw/wmMmbME2qtcZXXN04HndHQRhBHKNpKpZls762yNLqGdxQYeTG9No1ZtcW0XIZHu1Uef+jO+w0uhz7IcNuk1QyNe6ybJco8kglJQo5HVm0qR5XsOyYxaWz/NGf/DmvvvVNUvkJJFlnbf08X9y8x3G1hiqF7G2+SxhaDOwWkqTg+T77u9tIskgYB9TqXaJgjARtd22SCYPS1DTWoM/5c+cQRg71yi7pdIpEOs3je3cozywSxzKB1yGhq8Qny7HBidU3jCIcP8TyIoaOi2MPEKWQAI9qZZz4ef7UZWRBRlZUDqt73L75HpIosb5+BRGR0Be4+/Q+ceRQO9wBRMIoZthtY5gml198mSj0iKKx5haGIROJkG6nz6PHB0RBAHGMKIi4jjt+ZQWRGIFhr0nj+DHrZ9e5dPUaIJAplFAVhTiKkRWFKI4xdIPFxRUePt1gef4Mp1Yu4kURRBHtZg3bM9g8HPHFF4/48OMvaLU6IIpksxnm5mY5tbLA8twEKUOmVCzQGTg8e3SHMAwpTa1QqVbwrTah7yFIMkPL4uoLL/z2hWe72qJQFCiVJXrDmP1jnzCKEKSIw+aIZztt+h2bpC6jyAJhOH62XT9ClUV8L2Rrv4+MhOOEPNnsY7keMRHH9SGt1ohKo8/Ofo3ne1VSaRkfGFgOe7UBRz0H2w1ImTKyLLBf69FoD8ZRrAmVdnuAIoHt+wgCzE8ZnJqdIFYlRl6IpEjsVi1EUfoqCzyIxntnvgunl9JcWR8DyU3VRBQV+t362KMiSmQys5i6zvxExCgMCKMMN+4/otkboGsRn355B+tE51JkmYHlUHcU7j1+TKm4hhimkEjzye0av/7yiL4t4EYKkqSQMHUmSuPCaagSYRQxsEaMRha+P8RyByC5NPs9gljg/0vaf/5IlqDpvdjveBPeZER6W1m+Kst2V3dP2x1vdrm7s+Re7l0Sl5JwAd17JQGEAEF/CCXoUhSpJS+p9TM7vnva+y7vbXoTkeEjjrf6ELXzcQgMPyaQQGVmnXjPa57n93T7FlEqMjc7zdqZ45gZnVdfeYOZ6QW8IGZkjXj8+BmffPQJc5Mlji5O4QYxURzxq3feGxee9B/P6ymSNJY6AMjymPtyfu0kj59tIgiMbSXPv19STfb39lFVmXqtQuIGPL32Cfb2bUrlOl8+ecKtJ89QxYDecMSj3V2uPbnDnc8+x2ofIEpjdO7qkUUW52cpF4q8eOk8vfaAf/7n/4JvfPfb5AqF30StpEmMnsmxvrHDj37yLmma8NKl7/Pjv32fnuWwsDhDmkYkSYhtWYRBxNTUFEmSoigKr7/xBrKicOToEZrNA+aOnSSnGXQaO1iDAXEccfTUGXq9HtXJY+PRUkhxgggYP8NRnCAKIoYkYbkuIRKd9hZ+FJIKHo5n0+91MMwqF09exB4NsH2HncMDOp0GC3NLLNemyWpZHM8lDDz6vRZJEiGJMpKqI0gihirgBhKiME7jlCSJTrfNqZMnWVs7jooPjDPX/7Ebtfpddp/dYHPjIaura9y6eYPtzWdYVodBv0e5OjFGFT+PulGMDGdOrOLaMZ9//hFra5cQZImh5xGJEsORjablGIU+siSTyReoTdQ5urLAwtwMiizj2GN8rqmPgy4nl44Q2X3SJGZ59Ry3b3xCRpOwbJsk8um0m7974ZmuZZmsmsxN6TihTxxBlKRUSir5rEh3ELLTtHj4dMC7nxxi2TFiOm7Rmx0PhJB8VqCc1Tk+V6SYlZElAdlIKeVlZid1IiHh/uYhO4dDhl5AksBuy6I9iClnc6iyTKdns3vQo9GzkHWBg/6I9f0eYRywNGlSMlWqBZUoDHGjIZ4fc2glqFqGfC5Du+8Qhu646MQJsgCVvEI5JxPFCXsNG0FI0RSN0aA5XqQrGg/X94ilWTb3hjgjmW5nH8sOkFKNowtlbM+i3WlhqjKNVp8gjIhSic12xJc3n/Fw0+L2gy7bzQg3VJEVlVzGoFTIMj8/ydrpI1SKecZSyhA/GCEIPvmMjiqLz+vCmFr41a2H9PoOYRRzeNilVFpEQObYyhy6KuO5Q/wg4fFWg/XNL3jxwjFkSSRjGrz77ge4rjP+UD8fsf5xlkd4fuFijM3Y3muyvr2L59r4vku3fYAYj8jnMjx++IhPP/4Ya+MO9v42lmex3ljHUAVmJ+r0IwdJiUmElJHl8/BgnVtffoBhGiRpyg++94f8d3/6Lzl7eo128wBB6TBRrxHHMUkaoygKjj2i0Wpz++5D8hPT7G7vEccxmp6h2TzgyeM9/uI//UfKpRL93pAwiBnZMRlzrFWRFQ3LGjIYdLh16+d8fv0D+r0upy9dJPUCnH6DQX+A4wZsPH3K8dMvI6kaQZygjH2USBJIikAYxc9HPYnTx86yvrFNozOklDEoZvMcbG/T7fRYXD7Jjesf07ddvDDisy/eRRRElpaPjq0/kcjO4QaLs5M0tp+hqhqGmWHj8UM8z+PSlZdRNROSmNHIYu+gxVQ9x87uASPbwfdsEAQ826KxfY+tjfukgoGhl/jV2x/y4NFTbt66zpHlBUhiur0ecRwhP/dgpQCSysLiMvcerjMaDTh75grnzrzMy5dfJ2MkmEaOiYkpJurTzE3VOHdqhXolx1R9golqhamZGVzb5qDRIpMromWqHGw8IIpT6lMLhKGDJEakUYSq6ZD+N2SnSyTYdsTjdRtTExGFlHxW5uhigUtrVQQpJRJA1SXS5+xVQYA0SbGdsaZgdTmLGwa0By61qsrSZJY0EgiTBNcLUSTxNz/JQctlpzmib8UszdY4ulzn2Mo0uq4zsC1yRbj+qInleGh6gmHmyOU1FusZqhmFOARr5GMNPDQVvHi8JwqjhMC3SYWUOBn7vzoDl/ZghGa4WO4IK+ijmZOsrl5AU1SKxRJfe+kSri9TL5WoZSpM5scsaF02qOQLTJQk2v0eaRJj2w7VcpEojinkK+y1xwXQR0JRNXLZDIV8lrmZOldeOMXybI2trT02d/bwgxEQIUkJgpAiSRKFnEk+myWXMfGDIUEU8rNff8VHn9/F8zwC32P3YJfBcMQL51aJ4hQhiZnKG2ztblMuqqydWCCIxrHNf/+jn47/fxhzecc7gjGUanxtHxtKz505zrWbt7h5/wme1YGgz6MHD7nx0Xv0Np+wvd/n5m4TW3TZ7jlMlhaYzk9SyRgcm57npVPHmCmWSNIUPwp4+mSH9t4zUkQ0dRwZ1G13ebKzge302Xj68DegcMf1+OL6XX72y/c52NsliVMyGZXbN28gSAqvfe0y60/usb2zzbFjq2iaSsbQuXLlRQI/wMyYZHJl/vZv/o6PP/57ms09Oq1D7n72MfNnLjA3v8jd+7f59JO3qVQKHD91kq31DZZXX0JTZBRZRpN1UgRiUmISJAFMRWJ2bgnfC/DshCgCQzcQJJVme0C3N6DTbBMlKWEU0+y2aXcOWFheYaJSIQlFZCnl9r0brK8/xrEGSJJCoVTi2lc30JSUIAbX89jZa5PJFjls9VheOcJHX95j0Nlme/0esd/l9de/RW1iHscOqdVn+YM/+me8euU8F9fOsru7iyhGY2lDsYzvefT7Q27euMeDRxscPbLK0E358Y9+xNLSSV544TXq9RlefflVlo4c48LaWZZmJjANjbmFJfwgZHNjE8+1ePLwIYmkc/LcecxSiU6vT5JfoJDPo0oCi6uXuXXjQ5bmJnEdl2Kp9LsXnq2Gw/qeQ7WQ4ehcgawpMVs3KOVVLMdndblAqaChGwp+lJLLipgZEGVASni4YXPr7hAr8NCyKSsrWZbmM5iKRGcYsdsKxjZ9VSRj6viRSCJI5DIGR5Zn0GUVx4vQdZ1zp2ZYmckyVdY4MlPg/PES509Ok8nAxGSF2alZytksS5PzLE2UOTKT59zpYziuR5KCH3jPf2GBKIJKQaWQk9F0GVOT0TURWdFIRAWzUEbVzTHi4cIp1o6dRzIsmpaDLEv0hhZ7hy2majJpErJ72MJUFbpDm2zGpFwpY7kCsjwuOOVSnnq9zJVLpzhzYhHXGrG5vU2jtY+hhqRpRBRF5I08+VwJRIEwifHCABGZSqFC1shj2S7Ptg/48a8+5advf8rdZ1/w5c1H3Li7TiFfwo7gWbvP/qHDfmODC2urTJRzaIbJB598Qb/fB8b+HgRQVQ0BnhtKx2/GiVKBk6srlKo1nETns0+vs/vgHpLn4qcyShJSLUgEFKgXZtAFif7AYr3Z5/H+iM7AY2WyMo4kCiPQhfGlKE1IBYk4HtsWapUinhfxN3/911i2zRdXb/DXf/cz7j94xqDXxen3KGsiS6sn+fT9dyFN+L23vsV3v/4Nvra2wvbTO1QqeWzPZ3d7nShOyOZKPHv6jIWlFaxugtdNyUkqSugzHPaYPHacdrtFTRUZ9XvIssyw32eidoyckSNj6CSkeHHMYd/FC8YiRllQEBEp5KdYXT5NqXaSY2cuky0Uca0hd+4+Qs3WkJBQ5DFG5fOrHyFKIseOnGKqVMKUs+wf7tHqPWZ7/TFRnGDmipw7ewJJ0bh4+QXaXY8Xr7zI3v4hp9YuYiox9blVzMw0Fy5e5vW3fkA2X2R2bpF/8sf/jIWl4ywvLfFkfZd8IUe7M2Lt7DkEEuIoQkgTPv30KmmacPzoEpZlc+r0Gboti68+/ow4isnkiiSJRLVSRtVUBFHiD//4jyiXCtSmF/n2d7+D7wUsrRwhk8ny7MljHt+5QRyG+GHCwyebpKmAYRaZmT5Ct71PFHiY6m+tO7+98NhBykylzvH5OWrFDAVDRhZFNveHbO5YnD0+weJ0howmICtgezG5rIgiw1RNRdMEHD9lesLE80MGrodPSKpAmgiQiiCkKJJE3jTJGiYCEu2eQ+Ogy16jy95BlzB2iaIEIYbVyRJFM4uIiYSDqMgIicTQDsjkC+z0O6iaSiZrcOLIPC+eXR3vLJKUMEq4crJKKTdW4eqqTuPQRowgGOlIQkqUgDUY4Fvjc262UCCXL9EeDkFNcJwUzw1xRhHzpVkuHqmzvbtHEIbEUUw2YyJLMpKsUJ8oUa0UOH92lUtrR4l8h4ODfTSljazuM1OTeOHUKlldJ07CsYs+FZFlnUqxTq08Q7EySb5QwvXGuU1B6LHf6vNo+4DYlpisKdiuh6abJLLKKEgZWjHbO7cp5iVeu3KKfC5DPqPzN3/zY/7xLPKPmATX835zPpdEkTiJma1XeHbvDmECJy69zPLyHNvDhCjymKmrFIwsBVXHd1z2uyP2RwFdL0bOFNi3I75a32Rl1mBqco63vvfHCHqJZrNJkiRIokBpYoYzpy5QyuboDfr8f//iP3Pj1n2GQwu716FsqPzzP/kD/vW//p84f/EColHk3V/+CASBSkHn4fYe//Crv+PaFx8zUatx2Njn6ntv88E77/Dp++8yNzuNn5gkkQwUScwcNz54n/ml48xWK1QnJkmec26Wjx6l1+uyuHoF6fkO0PUS4lBkNIrxQ521y9/GzOSZnl0h8GNG/R69wy1if4QuRaShjeUnEI8/bUma4gYeezsbVCsVKvkCppqFBIQkodF6QL9ziKLoZIoVBoMh+ztbnDx1lNFwxPTsAmma4HghK7NVbt59TK/ZYv3xPZI4QjdMNE1jdqbG/Qf3ee3NbzIcDrh47hwfffgO9YkavW6HbL7AW6+/yNnTq2QyJmkqcGHtDKKXsPLgCX7gI4oi8/MzaIqCIIhUKhUeP7jPZ19cJQgcHj64T6FcxrJtHNdBV1QGQ5eD5hgy5vghmVwekgjbT3nnnV+SxBadw+3fWnh+O3NZkOjbAZbrIkouaZJiGAKJkLKwkGVgOSRJTJzGVAsSjiegCTKr8xrL8yapFHKwF7A6Vx4DoBpDgihAiEVS4ufJP2PXdM5QiVPw3YBCNkd34LJ/0MWOA85M1FFEBRkZSVJwXY/RSMaNbdzA59BqoekSWn5s3ejFETOVWaI44cjSNDcebNJt81yzklDMikxVx2iNCIW9nSGVeolOz8J2Q/xBA0sLWLnwdTRZwJUVcvoESamJ4Ik0D2N0DHQxy5kjJR5vdXi2f8DxhTm6veH4w1XKcfrkCtVClkFvwMHeHt1hFzHpMV/Ks2HHaGqMLCcIjKX3xXyRKEpB1EgSiOOEOHbxPW/MJpIk4sTH9wLiNEHLH2F6aoH5eZUPPvoKXVUZORq266AoCltbO0zW53jjxRPsb+X49PpDWoeH1CZqOK6DYw3pdw/xYpVTJ0/gOBaeO0TGZ6ai4Az6iLLMz754hBf0OK7VKGslynkNz/E5e/Eszp1nPFrfRYgTEmIC94CvvbjIi5feJFeaxXM9fvnLH+OMRrz25ptUJ6ZJE4HZ2SN8df1TRBEa25uY2QLVUpk/+ZMfcPHSGnEUE4YhZ44tsXnmAt2dh+ztHXD0zEX++qc/pbffxnNafP2bv8e61UZLY9afPiJC4qP33+fr3/gOUejy5aef4Fp3kRSRF6wBr373j/n03fcZDG6wfO4FNMOksbfH0RMnESWDkdPhsBVQKRQwq5MsLq8wMTVLr7GFc7iN1+2DDao0gaakKHmddndIqgrk8lP0h5tIqoQuGjx+cpd6fZbq1Azb24/QZIUo9EjTPoPWHtX6NIpmkAqQiBpGRsUszXDljblxRHQmy+M7X2INhvz67fdRlIDJyVl+/4d/RoqApmtUqzWy2RzbOx3WzlZQtSzlco7DTgdBlKiUS3T7AyBmemYSyxqyemkNfX2Lx+9/xNE3XkXXdQqmQDMYC1dtN6RYLJDGMUPXG69OLJtGs8XIdojjmCgMKFcrFCcmebq1w3SlgKoaVIollubm2Ny6/7t3PDlDZeugi+PbVKoaM5NZIk+m3bWQDRA18KMYN4hIEon5yTymrjJVNVFlkc0tC1UROWgPaXV9+v2YQR/SRBznTKcJIWNQkuWGRGHMRDFHGCXstQf0gwjbS9hv2LQHDkM3IRITcjmTgTXAdUOURMWPUrzEx7aGlNMMJUWnXCyTChKiJPHShaPoyljZ/GCrSyAkPNux+fJ2l4ePHWIpZmEyQxL7jJyATr/P0+Y2rYNNRFli5ASsHHlhDKOfUgjEiL2ezf3tHfb7B6RqxPbBAUEcEAQhpXKJb79+mYwmcdBoMnKb2P46Tr9Fu+Wzv52QMw1uPutwe/sxC1kTTVZxY4FUksY4C8bXJlFKKVRK6LpKuVZF1k1SMWVmfpHLp5ao1ye4cuUKly+eRZYl5mamEKUs734+5D/9w0e024cU8jlOnT3FpZOz/Kf/8pd8de0ae9tPyeoJ1VKGva3HtA93ScMhUupz8+Ydvrx2i1/94qf89V/9vxElhxPzK0wUJxFiAd9xMAyFpWNH+M43XsaUEwJ/hBw3ePNrp/je9/8HpudP4bkOX37yK7xRC0lK+fLzT4ijcGwuVjOsLp9Ek3WmqjV++Aff5f/+f/s/c/HyOVzXJQxDur0BW7t75PWQ7UOLv/zLv8F2HH7w3e8w7EfMLWT4xbs/RlJSmq5HkErksjnKpTKGoTBZyfPmi+cY2gF+7PPLX/2MTK40FrxZA6zGJggCcwvz3L91k+UTX8O2ZYxMnSMnLqHoOZoHu+xsPeXp3Q9IQ2f88opFwtAhJWRkW3QHIwa9Lp4bkoQGpqJz7ugafuSyu/2E+cVlSrkCoiASJyK9wYh++yGd5j5RnLC+sUeMRm12jtr0BKORg+cEFEt5/FjkhcvnGdohkiywt7/Ns8cPxv6uNCWXNYnjmBdeeo12q8Xywjw//cnPmZ2qI4sCZq5AxhiP1NlshlK5ysrRI/yt4zCxvcv7H3xOkqYsLs6SNQ0EAdafPeHZk6fYjsugN+DR46fcf/SUVrdLEPjYtk2SChxbPYYpy/SHY1KBoem88vp3eP/DX7O8+NstE7+141nft5GklIVZE5GUfEYha5qE+w6drsf+gYPVS6mWTY7OzpLVUnqWw+begNuPRuQLAjvNPmEkkiYCmiJy4dQkX9zcQ0ghiiERwAojFDnAjlJ0TSYMY7xw7FQnEdg/dLAdl1JRpTtyEHyR7tDh6Fwd23I5uTTDk+09bCdkGIdkZJ2MkUMQx+RAQxNZnclwZ2dAPiMzsGIG/YRxJFnKJOPOQlFMFFWmGY5NiNs7j8gUKszOTvHO+18yVVmi0dukPqVw/7HDNCmCnFItK5yYK/B0Z4/V2Tlypk6v28Ee9ZDi8ciImnJ+ZY6ffLnB1Z0DTpzKIZCy3/IwEgEEncDziGWZcrXMoNcfIzsCn8Dz6PS7tLp9crk8c0vLLCzME0YuGmMV7Guvvcy9+w/wwxDXE0iF8aLz5x98yOkjKxxZWaG+sEDn6SbvfX6NjKbyJ9+9gusFXDx/EjF1uHd/ne7hIa2eQxTG5AWbSrVCrVRDTmKEOCIUJfRSlmylRoyCmc0xPzfFa6+cZ/vZNb72yg+QZJ00BUXVOXXqPMORQ3/YoTca0us1qU7MksQJp05dJJub58pLL6HrGrZjEz9X3rZ7A+7dv8fWw6sEzgBZzNMZ2Xz08ae8/urLvPniCZ7sHHC3sUP50hSFcoljx2coVarI0pg7k0QBtfoE6EUG3iH63g69dpOLL36Nn/3NXzIx7FJJEgb9AaosoZtFlo9eYHuvQbOxT+OwjS7DRElFlGDgj9hpuUiiSNvrk82YgIQsSghpiJT45PITuO4eN55cJ4oDHj67z8LyceZXTjC8+RWlQo72qMPNRxvkJ5pkixVWjx6hZ/n4QYASiWhShFk0sCyb0+cv8/T252TzJXTBRdI9PnjnV5xcu4ysqCjK+CMsSSIHzRG7ew9JRA2BhNFoRJyCqatUJzLIisywP0CSVZZfeZGr73/Ow8EDvv7WKwiSwvr6M3qdFoORRb5YpvvgCSPLIYrHuXSaoY2joAWR02dP8YPvfJ0kifnJOx9z//E6l8+e4qDZ5OSJs9x9uP+7dzySko4jae/1uHWvx/peHysaoAoaE/kigaUwkctTymSZmcwzO1Pm2PIE05M6iwsKq4sZ4ljE9cAPEgZ2yN0HTZI4RUagmFEoGTKqLOL6PmmSMrR9hq6F47kEUfRcc5KSyyp4QcLegUUqigSJwOZBlySJ2dnbp5rXUEUZVBkb8TdWliRNkQQ4tlhiekKl1YsY2SmpmDI9JSPIKZqhsrvXJnRtQt9hbnYSWdJJkel3GqRpwgvnjzNVXUSVlOdOeIFUhNAXabZjGn2bkXM43mX1+2ipR4EeFcPgxHSN7T2fz9c3icSEak1kfdsiTAS8QCMQdOIUbNvGd2x8a0DgOyRxgOc6tLttkDXml1dZu3COyYkJGtubdAYOm9sHtA52kWWFi+fXsG2HKIpJk7FxMAg97jx4zN7eDktLy3zr9SsU83kODg4Z2S6VUoHdvW2uffUxrt2lWKrxdOuQVu+Q2XKJhfokiecBKWalxhvf+QZHz17k5Ok14kQgSUWMXInF+Xl6tsz927c5bLVBEMgXSmj5Cl//7h+NaY6KxpMnD8YPLymaWeLNt97k1u07tNod2q0e27u7fPThh7z787/l1oc/Z9Bp4FoBzf09KvUZPvn4EzRN44WX38SyfUI3Yb/R5jvf+33mlhchCggSibmpGo22RagYXHnj6xSMsZ7m1s3PKdZnWDp2hINBk3Zrl3KlTLYyyYef3GBrdx8xGHK4v42CjywmOE6AWZyjVMnhpR6S4RHFAaEnkDdNTFOjmDfRNRFVlpipzeMGHn4U4QQeTx/folypMj1Rx1B0dLXK2rk3WLtwifbBNmmSoIgCmhAiCx5x6CKIEtlsjnp9AuQsL754DhEJNVVRhJirn747Fnmm45enqqqsXbjEpRde4l/++Z/xwQfvsTA3y3DQJxxrQPH8AD8IECSFufl57iFQrU3wbH2Dt9/9jGanh+0nSFqWwdClOxjieg5RFKIaBtOziwx7Q0bDEetPn/Af/uI/8WxrF3vQYzhyaLZb2P0RpYlZ4tD93Tue1SWTO0/6WK7AiYUatYkYUUhIlRBZhnIpR2/ksbnZp1QyWZmvIIgCQ88HZIbDlOVqls22g6olhFEKSkBEiiJIZAwJ20sxZIkgSZAkCSfwEEURTWWsuwnGYq7OwMd1EybKKpbvoaoyk/UStm9jdwM0SSYJY4aOhSTpRK6HUkifv3k1vDRkaSnDcBTS7iekpHSHMcWMjCYLDFyXqcBjZqKEZOYxtYSB1cV1+/iuQ76Qp90dsTJ7hutPvqBYlujYAd3NHtWSTujJjIY+W7u7XDy+hCEH+IpEu+cyM2mS0SQKJYHuQGB7J8FLUjRZwTSy+H6A5djMTU3y5uuvcfzEcX7893/LXrPHyBoSJwmKKHLs2FFOzSn83c+fcOLoEpdeuIRnDeg2t8nmixxdnedgb4Fr99bpj4ZkTYFcRiJwIobDDpKQkCtXeOmUS661wbVr15go6hwMmghhnkZnj0brFrIocWpxhWyhgBfGTM3PIpk5jp04AZLC5FSBFPAcB0j51tffIAxddLPEV9c/Z/HE2m/iK2oTddrtFvOLq+zuPKHZ3CEKPTRVJ0kSNje3sSyL9c1dbly7RrO5iev3KccSZiIQxgJt1yf0UwLXQ5Y1Ou1DCpUpjixOk0GhNJ0h9NqoehZUh7n5RZ49vUcloyEEDuVSEUSVYk4njWKCwOPi136PvZ1NQnQ+/uIund4A33NxLZvYszA1iaypk8voyImHJJZYOf4C7V6PQlZmr5Mwm69ghy5T1SKeH7DT7KJlFE4cP06nt48b+cxMLbC+uc7yyikWjp/G0BQSRAIUrFEPMY1IkxRVjIiSmGy28JySGSFJMoNeh9XjxznYeoRZquAPO6iGTDabw3VGaHoGUgFBhEK+QD6fJwxCXn/zW1Qn6jxb38B1HBJdB8AwTazBEN93eemVS6iazt/86G0KlQnieDyFRJFPEAZAiqxoLC4ts3L8NKVSmWPHjtNp7DC3sMjVr77i0cOH/PEffIf3P/iI7d0Gv/fSJXabTeqT/w2j1vJckcEwIAhjslmFJInZbXi0+z6iJGB5Ad1hhB9FvHv1GZ/c2kZXBewgInSBBCbyKqfn8/jimEdsZGU+uWoRkYwtFJLA8SNFnu30aPddchkRTQLdlGh1EgQ5pVKQSUhwfYHJao4kiXi2OyBjyvSGNoQCihsgyWCKCrPVCeIwQBYFokRA0TIkpKRxysyEjuU5xI6A5aecmMthmiJdy6PXH5DPaNSzGYzaDNmMRhA4jHoHGJljWJZFrx9ColHKjyNuht2YE8tLGLrO9l6f3WaXcqHEsaOL/H/+8/9GNadz75mHIkg8Wo9IQ4HZbIYDb7zb6nb6FApZ1k6c4Lvf/TblaoVht8m5UwvMzdb45TttfCHEt4Y82dxhrrzI0kyVbCZHqVhkKIoEjsWof4BhFvmzP/0DDv/Nf8DxQiBlMIwpyApraxeJ4oQgjDl79gw5KeL+zmMOWyPW9zyGThNNlFmdmefowhSB6+AlIhdfvYKRyTMYWsiqQRgGNA7bmKZOPpfD832ebu5w/9EzItmk0Xd5fO8GhSuvYWgGsTi+FJ69+DU67U1QIqLAQVVN4jhiZnaBWm2Cv/35+3hBQnvQpVASGA0iQjvF8mJsUSRfqVKuVJEkgV//5Ef8k//uz3ntpd/jcHud/e4Dbl1v89qrPyQdQOj0KJRrZOUQa9Rg/dk1Jgo6tueTy+XodzpUJmd4sNml0x0xHA45bByQJDGu45PPZYijCEiYn50gdEaYuTI//dlHxGgEicHLa0dQUoUwCgmEmPbAYqPRQ/Ac7t1/yrHVC9TqFarVOq5joSgafhogyCqdZhMkiSf3PiFJFFJBpjo1TxR7hKE/1kB5HoZhkMvmGHR32D1os3buJNdvPeSll1+idbDHra/e58XXfkCSpohJiiiJpHFKGIUQh/iuy4kTJ7n/4D7/mNbo+x6Dbo/DZpOHjx+SL1RYO3uaW/efkMQpYTS20iiKQrU2yfLqMUrlCuVKlYxpMlWf4NaohZnJUMhlII3QdJ03Xv8a//CzX/Bf/u5vePWVr1GqTv/uhUeTZTKahCSMx5rFyTwjO8HzUx49dViY0amUUrYOYgo5gZET0R091z6IIvV8joyp82i/Qz4nMFnRGA5jqjkVyxtTCg1ZZrae47A9IGtIqFo6tl4QMzul0+oE2G5EmEC1oOP7EX3LRRQFhraLqWYQtQgjo5Izdar5PLppEAYuJDFJAmGUkIYCuiqhZVNOHDF5uukwsFKe7llcPlbkoBXQFbvkCyZle0DGzFGsLJAENvbgkCgMME2Ddz9/yPTkHKPBE/SMQmEmi64qqILC5ZMLiILCg/UDdppN/DTCSUW2WwOO1rMcbPRIknQckZIKxAh8463XefXVV1BkiZ3N+wzbW/iuxWDkks1qnDg6x537G8SSREFNqU9NkdUlGl2XQb+LoStMTdfp9vuUKiaD/oBTqwtUikU+uv4IrzsiNjx+9esP+Sff+w5RMC6whck59q895unWLqIQsVibYrpcRldEKqU8+ePHGdoOxUqdMIooFku4joUgCGN6XzSGal29/RDLDRj0euiGiaROYFldGnu7zC8uIwoi9YkJmu0WF194jY8/+ynd7iFGtkocx9i2RaGQ5+jSHGmasr61SfOgTRSkJLGIrhdYXFzgu998nRcvneWn73zMrc9+zZNH96nU5xj1O2h6Bsfq02pvkqtMEUkqKha7W/ew7D4FLYObNclliyyuniFXmiCKU2zbo9Vs0Gg2sRybMIqQBAFZEalUs+iajB9E1Ken+PjTLzloD6gUCzQORtjHZNxhn2K5ND4nqyYFc/85ViLC9xNuXbsOogdxihv6vPnm92k0Wtz6/AvytRKFfJ5UTOi3D6nNLGCaWTzPQ5Ji8rk8zYMGqmHwwYefQhLhhymnTh3li4/ew/f74+yzUxcpVaYQEPFchzjycId9hp1Dth/d4fJbP0AEoiiENGV/d4vtjW32dnbR8kW8UOSw0yOJE3zfQ9d18qUKK0eOjK9uioJIipCEhJ6Fb4VM1ScJg4C5xSXWHz+k0+4wUasyOTHB9tYzuv0exWLxtxae/6pJdHm6jO9HTBY0Gm0HJ4hIBYE4EVnfc3GsFFUUGI5S0vFLnCQBU1FYmKyiCiKOm9LqJqxv+2xsh9hegoSAJMDQifjFx1v0rJBiXkFTRXRVQkgFJis6WVPAMCVmajpuGPJ4e4jtRNTKGikpYRghSwqSLDA5WSEVJVw3xArA0BWCcLzvCEIT206REMiZEseWdQpZkVQAUZLpDCM8Yp52Wli+RxoHRIGHbBQpTh4liROWl+ZYWaizfzCg31MIHY1BP+bB/lNm5+bwQ1g7Os9UJc/uwSalbJb9rsPQj/h8s0dMSkJKP4WjRxeZnZ7h619/AzENsbu7BM4IMY0IUVlYWiESs7xw6SKGJFApFzg4aGIaBqJqYvVamHLMaNBl0O3g2QNuffERiedQLhcYWg4vrB1nqppD0wQGgxau00Y3MpjZIkPHZ7/RQogdXjx+irWjixxbmSMWFbY3tzByJZaWFwijhChO+Or6HWzXA2IEYp5t7fDw6Qa7ewccHBww7A8QI4s3Lh/D0At47pB2pw2MfV+FfA5JrSJFBuvr68RRhCgI9Htt4jji0vlTkMLCylEiXyFKJKrVGt/6/rf47//sT5idLCOKAqePHyVTnOCLDz5gNLKQ9CzZ/ATtYcDVW58gKwLdxh36jbtML54ln82iajozs0dZOXEOpLEymTTGHXQ4PGwThTFpkiLKAqVSkWLOxPYTSvlxxxF5IcuLC3zjlfOcWZ3hyFSFn/3yfSRN5ifv/JpPPvuYL69/SaWYwdRlRBI832d6egbfcem6ffwo4O6tLxBEker0NKN+B0XRabe77Gw9ZW/jMbpuQBgReQ7/+T/8Bb9++9dUy0V+/w9/wNGTx/jRT9/j44/fx3YP6HsOTuTx4PZn+K6N7QwQhHHCRqZQIF8o4FoWnmNx8vQZeq0mn33wc7Yf3mJoOZRnVlCNMq4/fg5kZczueenVN3jp1TeYnJ4lYxpkTZ0k9HCtETkF3N4+pZyGELq4jo2ZzXLjxnXSJOWVl68wO7/IJ59+RvLchvM7dTxZNYsyIfNk+xA3jFEFASEVx7jQNEFORKIAZHGcNuBHgJgiiwL5XI791oA0cEijFC8ZR82q0pg4OE5bfL4cC8HyEjqPBs9d3QICEV4ckUoJmihTyKoUMga7jRHFnIwkCqiSSL1SoD90sK0IZ+hhOQ7l2gSDwCcOXGRFxTAkVlbP8N7Hv6I98CjlZHRT5OiiTrMVcWejT06XEWMRVRB51tjDS2PafZkTq0tIikQmm0eII1574RQ37t3BC128ECbKGsORy//zr3/C5WNHWFtd5mg+S6Uk8eXdTRzPI4zGbfCJI8vEYcCF08fIGTop0Ny4Sxh4yJkKKQIjz0cWJexYozq1wKjdwDQ0oiRGkFLuP95mZaHG0dUl2s0mdiTi2R1OLi/xXz67w4W1c0xOVHjxwnE+/eoe2WwJwoSlhQyl0iT1yRl+8fa7tDoDsrJEVTQI/A6VyhJnLl7mxuP/H/PzC9ijAaJUQksDJGmMhbAdl48//Zxub0ipPsv25lM818PUVY6eXUIRBY4ur3DYOaTbOUSSdarlMoIgEAQhiqpRqy1z2NphZA3JZ7O4jv3cwpGydvII1+6EVEollo6s8Opbb1GvlilmFH72818gqzq+3eVgd5OsqvH02RZCkHJ2dpXG4SZ+EPL06UNOnTnPJx/8PQtHS+TKR6hNLRInMXaviygIOKMBm5u7BGGIb7v4UYCpqRxZmeLM2bMU8jn+7b//K15em6VcKfPFZ1+QpjonlmeJtAximjBtTZDNZDAVnc39A8ysxESxQBzF9O0Rdigxee4EYqqiiTF25NPrtpme86hOTuHaPbqtJhljvJwe9dq0mk2uffYxkX9ArX6Eyy+/xGA4QAgtjqzMcu2aybDXgryClwSEqcjW5iNOn3sJM1cAxvwjQVKQJInJ+UWuvfdzXv7uD1ldXiYa7rFy8iI/f/86/cEI13URJRlV1xCThG+++Qrbh0MMXUNTxibiNPLJGSq6HDNo77O8ssqR1VUkBN7/4D0OVJX93R129/aYmZlicW6exv4eQ2v4uxeexn6PIIk4uzrD1QcNSCTOH1mg0Ruy0+qSxqBJzxMKGXt9wnisQRmOHJIoIU1iEnE8YUZxih8mKMq4aAUppIKAKAjj6FtZIGvKKFKK7YvkCjJRCM1GhCy5nFqap9+1MXQFAXCGKQPLpZjVCfwIIVaol8tEYsheo8WzByqrF15lZDvkilWOz0+y1WihCDKaFONFMWEcIEtw6USJ/ZYLUYosRNx7+oxyZYHPrj9karrO/GRIqVSiXC7y0pkV3rtxCyGVkIQU3wPH92gOdvnlF0P8IEZTFDYOOji+y/LiIt/8va9zZHWV7cc3GY0GxFGIocrcf7LNwvw0YuThxjL5yjShvUtWCbj55TW29w5wECjnMuxs7WLoGoVCEZmYZ0+f4Qceem0VIT9DrT5Bv9enVCkztCwWZms83dzDDbMgTfHL997hn3w/z+xkhTsP1nFin9VFg62eT7XT5XgY8f0ffAvPj7nz4And20944cIJOt0BTzd2uH7rHoPBCFWGIN5HFVJOnlrGCwOMrEpWy+B6w+c6nJSDvQ2MTJZqpUoU+vQHPR5vbaOJHoN+7zmAfYzlCMOIU8ePYLsui/Uy88dOUSsYz5exKQtzc9y//gn5XJ65yUlk1YAoxPESgkjizKk3sIdDNrb2ee2NOi++/AMQFWrTyxw2dunsbHDupTf5+d//NY1Dm0TP0u8NEGU4sThLtVLADyOa+3ssLL7M8dV5vETh/tNnaNkSJ48dZdjYo1iv02h1yZka1289ZmZyksbDB2g69O0WduDjBTIiFt1Oh3J9hmZjkzT26fsWjx/d4eTJ8+SLE2xvbXPq9HECz6fV3Oa9Dz5GFiMKBR0t5+O7NlavhaZKOHHK19/4Gn/7lz8mU0wJwohaPoMTety5/RkvvvztsedNAMce4kQpjcMucRgR+B4T03OUaj8kCkLC8DPCOMLI5alVSkS+zZlTxyEN8AZNjLl5JEnCHo2oZGX63QG1I6ssLC5SrVQp5guIooAMnDh5inarxbVr15me/j4vXL7E7v4+V69+8bsXntgP6Q0dvDQho6gUiyYde8TiosnA7dNuRYziBF0XEdLxDyIKIlGakiYphYzOfms4/lpIf/OQkaTExGiKgJBKxCkIKcRRimYqWG6A4wtsbYcIQoIqSsQBHDQGmIZCrZSl07XJmAaOF+E4AyYrWQZej1BSEOKQIPTZauxxUoQ4TtEUmSMnXsRQPyEIYOOgQ3PoUDFVRsOIMIyJk4jJsokkCoRxwsBrjF32Ykw+nyOO22QyHpfPneHZ/mO29j2CA59CUULJCwzskPX9zbH/TJKpT0zw2qlXOLKywsLiAt3GFqHvYuoaURgTCTBZL6FqJmEUMTV/DDlxSBKJrOTgWX322gfMzsywtXeAoip88OHHWK6HisfeYZfBcEDWURi5AV/eecZB45A//+EP0FUVRdMJgojdVpe95iHFTMrnn7/N2tprnD2xwLPNkOpiyJnJK9RmFrh58wZmPs+Xt58xGNqkScxf//2v0DUJwzDo94c49giznGdpOouuVfCDCFmAg6HNUkllYDmEUUQQRmiqxO7OmJ+syDKR52DqLmmoEIf+c5+ehuMGSJJAFEccP7JI4AUUSxlSQaDVHdDY34JoSLU+xf7OPkaYEAzb2PaQxA/YfSQzffwYdhTQGqZcvX6Ls2eO8+TRQ55u3Gdje50/++G/4t/++/9A87BNGssoekAuq/Ev/sW/5IsP3yNOBXRNI/Bcbt+8w6svX+K9X79LvV7kxcuXuHb9Fgo+RqFAIZ9FTFNGh12krMZ8bRJRCrA8lzCJqOTLKIKM746X0l4UQyqAENO3+zj2kHw+R7WUo9/tUSwVcPwhU2URSdDYH7iorT16B3Uy+RyymSUTuLhiwuTCPNs7j5ie1hATmaxucuveNZaOnCKXLXHt5ld88MkngM7xpVXqEyUkWcJzPOIo4tGTdYLAo1SuoIogRC6nV6fxrB5qvcSxIwuYaopj9TCFENOscfrMG0zWJ8lmsqiqgut5HLZb5Ao5fM9lolbj6cOHbG5usbS4wNHlFQK387sXHlFMqRZMtg8tOh0PN0rJmDq7jT6OG5MK4KY+oS9hKAIZE3pWQpoKeF40hoqTIMljSJemCiTJeHk8Uxt7o+ZqVbb2HWzfwnZjoiQil1GR5AhVEfGDgDgGPaOhqyopKjv7Q3Q95djKDJqmc+/BOooqU53IECdQyBUZ9fdx4oiHNz7lyLlXGIxsFC1HvrqEY28ygYrjJKwt1Ok6Nu/c3CeIEvwI2r2A+YUc92618cMQz7NQNYVOq0+tUuTS2nFeXbvEk+0PMTISmiqytesTp8FzeL3EH/3+73Ph/AUkSWD7yU12nvbHeEhJJIxSEkHEdT2KxdKYcTNs4vt7qHKKk4jcu3sTL21SyGYgSfF8H0Mx2Fx/huVFnDx7lmanB3FC1NpFkmRkUWCr0ePq7VtMVIsISUwQJQiCgBNG6LFApz/EMHMsLcxx0Ozx+a0d/nRxDEivVXOYuQqj0W2GgwG+bXH+/FneevN1kiTm3/yb/weX145SreTx/JAkScjncwxHI/Q4wk0CpET8TQfrBxGes8eOomPIAq3GPoasoUjaGNkgjKUO411djKGrKLKMnFVo9/r4QcStL95nYXGBYm2O9mGTYk6jJ6ZIUkyv00ZXZBLP5oP3fsLWrossx/xo9zGnT/xfkSU42NwklzUYuRbbB02CMEFOUzx3SEqOIIjIFKq4joVtewRhSjYf8vTOXS6ePYLrw/1HD9FJqU7P0G00WTy6SidjMLBGBEHM3GQFP3AZhDFDK0aUEyBh96DBslFksrbIwcE6ujKG4x3sbXDy9CVGIwtRhM31p/i+jx1BHAXIkkCv1cUPIkxJxnEcsprC0La58tIFnm08wfFD/ChC0UU0UeHnv/h72j2Pnf1DklRAFG0mJ2cRhjrvvP02sqazu9ei1emSy+U5ujLLo0dPqc9M4PiwvHyEXC6D79rsbjxmZm6RE6cvUq/VyedyaKpKFMcctlusbzxje+MpvXaDjz6/w/lLL5At5Ll29SqLCwucPXuawei3o09/u1dL0dGMDEuShiwIdL0Q3wvoHHoMvRhIyeoyvp/iBimVvExiCgyshEgISaUxXKCYGzOORUlA1yQGg5DVxRyBl7IyN0HkN3GjiMc7Dpo85hNLIrhBgm2DIqYUE5Hd/UPyhSKtfsypxQq3HmxRKZoIxBRKCrJk4nkdQldAU1PaXYt9eZ/Z1T4CCrIsUK4fg32HcpKgH5NRpYi8JnL0aIbb9y0ETcYLPJJoDEM3ZYnAh+t3b1EwTOanK+zvPGZmfoXJYpaOZWM3AuJUoJwr8PqrryIkKWdOHseze/Tbe8RxiCjImLo25jNnqxTzOWZMmbypETldenGErGn4ccyj9btsjnZI1ZR/8cM/4S/+7i+RJQEncMmrBhIJWqZAtljDs/pkTB2rf4ggjv07n99ep1bQyWKhSJA1C+iqQcYQcf08z549Y35hnhcvHKfTm+LjLz/k29/4QzKFyphYp0ocOA7/x//xXzFZrxMEPp3DQ1554TR+4OO4Aaoi4QURURQiyQp5WWKv3WWhVCGbNXG8sQJZNzLs7z3EaXawooScrqGIJlEUksuVCaMQ3/fJZzPESYLjeTx5eJeZ6Rqlco2TZ84gKgbt3ad88Kt3WZ2ZQ5QEvDBEEUWiJCYMXTwvwnIGlMsShYzM3Zs3WLv0Il99+i7zy8f54uOPCIOUMIIwiZEE6PcsPv3kC77//W/x7/7tf+TUqaMsLM4hSRLtrac0ey7dTpeJaoViocjkxCR4DqIEbhDRsXwKZkohk2XoJei6TKgo7DU6ZPIqthVxsLdPfbKGKGgEvousJni+zbDfoVAqsru+jutFmJqB74+PIkXTwHMFNh7eIZN7mVy5hOO6qGJKIsGJE6d58vQmU1MarYFFScvwZGsfy47GQQlxShzHPHj4gJmpGQ73t1A0nZWV47zywjmOHFng6eMnLMzNMD1dp1QsMBhYyKrG4aFFsZBharrGkeUVNFUjikKarRa7e7t0DvfotA8RAFVVIfaRZIXjJ05x4+qX3LlzhzNnTjM9+d9wTue5vT7wA4pZnULBJEhTpstFvni4TSokjJwYXZJwg5hGN0KQQJZBUSTyWYE0EZisKnQHAaErk0RQyKnsNWzkRMEqOdzb7OAEMUGYImUTXNcjiMba4yhJiVKB1sAnjSN6VhfTMIhln57t4gc+U9Uihy0LajrNwz6NZIiqiqSxyGbHQr/6EWsXX8YJNVRFojJ9jnDrS2RhSNvuE8YR9arMhbNZahMF4iAgSWMunCzzybU2miGTy4iUcgpJOCCMDZLQ4wdvvMi/+4d3AYFqocj/5X/5P5HL5bD6h7R2n4wNtElI6Af4kkrGNCjPnUCRJfzRBtcf3+Dk/BpPd7Zod9dZXV7m+PE3uHDBpN7dxVQN7t78gplJA1mF5mFEIggEvoNrjahMzrHxqIfVGjAcDEmSGF3XQNZ4snVIXg0wVQFHkpFFDc8PebixTRRbZDIKjhszWasgCydIEMf4EM/la5dPsrff5OrV61w6d4KdnU1arUMQBBR5jH5QNQ3Hj7BGNoIoIEoilWyOSIYwisjns4yGFqIoo4gO7cGAcqVGsVyg0x0RxgmWNQBBQBNF+oM+vfYe+1t3aTf2mam8RBSVqU1Oc+vLz9l6fIPW0MVM9qkWTExDxxMdZEWi71q89urXiD74JakEM7Upbt26ieUOOXvuMoqi8957nxJHMUkiIiEwP11h5cgCYZzw+adfcOnyebrdLqJvMVNSSPIyTx/uklXHwY2HjQ5zy3PEospBs8FBY8ho5LFYkBmN+vQHDrHjEyYJlhMj6zGGoTEa9sjnM0zUptjfX0cQwRY8Njcfs7B0Gj2bJ+12SWSVvJkh8AVyqkFW0xCShG5zn1SRx+dnUSYIfF66cpEHD+/SHwWQCrTbPRz3eaR0AmnCmKCZK2CoGq4PuiHxzbdewA8SPM+nXKkQxTE5Q+Xx46ecOXuB1KywVJri6gc/QRAVXnzhFbq9Lls7W+xsbaLI4wTSQqEIgkCnvcvM0jw//+nP+eM//adUazXWN9aZnpkmk8n97oUnlzUZDH1UVWZ2bpJGo42oSlx/sv8c+CX+BvaexOPIjYw6ViQXCwpJnFCbN5ium+wcjmgdRmjaGBrWG0QIScRus83QjUgQIBVo9RNAQJLHp29ZHuc69SwPWYKCCZZnc+u+jRekxCpMViEOx1iJVEzJGyqaJOH5IZIIXWvIYXOPTDZHwASyLDG18AJb65+SUXz6sY2pyGSnNFzf4ciyhuen9IcOuibg+THTNZ3OwOX4oobj+Dy8c5+zFy+wOjfBs90OcRJD4nK4s8th65B8xkCRJLpDF0ErUahOE49adJsP2Xx6h6WKgmd3UUwD291ENyqEUZbtp/fot5t4KQj1OvW5KUw3i6HvIqYjDpoBYRDw4OonGPkCfhASeC5pPIaqxalAHIXMHD1DEto0nt5hejKL5Qv0+h6pEDBwhvzVP/yCMyfm2NorsTA3Tbc3IJPJjlEgWZPpepkvrl6nmosZuRGSPMZmFJUUNJ2R4413N4ZB4LkIgoguCrScCM0QKOTzRIFPEIwoGrB6ZIVUVGh3B9jDHrZVJYxCJEkhFQSe3buJKgcUKlPMLZ0hlHR6vR5pFHL81Gnu3b1Fzw5JIptKPcfU4ir7u0+IRQlJ8GkedEiFItYwZN2LMQyFq9eu8z/9z/+a9cf3WKyX6Q4CiqUqL714nlQQuHvvGSvL85w5c5xcPk/j6X0MXFqjEDlX581XZ7hx/RZxFKJq8OWXXzFdm6E6NcX9h/uMRg773ZR6zUSWwXMldntD4mh8TZmsqgjE9Ps9iqUJNCVDEnj4aYgjjOh3W9TqNex+F9u1yBgq5ayIioCfJuiGiWh1CP1JdNPAGtmYqkiaBJxbu8BX179EksaJEvHzyFgRkYlqlXNrZ5ifq+PaLplshqPLMzx+/JQYFVlWMIQRc7PLOFafarXO1NwCG3stul5IrjxLmgZ89tkHtLoDPvvoQ7773e/gh9E4sUWSSYHp2RXUSQPbCpElhWqlwvbOHofNffqD/wbLRL6Upz9oUKmUyOga1XKBIAyYLGVRVAnfj2kOXeI0RVIichmZSkFjsmbgeCG+H7NYrzBdLxMFBwTOgCAOcRwfLwDXE+k8HhA8XziL4vg0H4QphiyzWMvR7FiEpCTPTaaqKpNqCbYdMj+ZI4lj/DCia7nk8zqaoNAfBSQpeGHMfLnIzuGQgvKYMxdewLMapJk6siQxv/wK+5tfEcdNYiIkERRVRIg8DhoWTpCgKgl5U2NxJsdg5OAnDm7fwT4YsJkI/OCtN/kvP/tbRiOXxs46siQQJiqGkaU9dEmRqU0t4ln72O3b3H38gCMTVWxbZLYwhSjB/MwV3v3yHXJ5gbwwiyLLLB1d4ye//neEcUghO8nSwgqzMyK37uzhuAIgPmcFQ5ikrKwep9/r02k10PQK/V4XI5PHR2V9d0goeMxO1Gh3QzxLIMZHIKZcyHD3wTNmpiYIvG1OnzqKLElcuXiC7f0269uHVEsZUlEhDCNiRWa6VkXtjzho94mjkGwuiyCOx+l51aA/apNPE5qtDoeH+0yXFSzbQVJkUj8mk5HH1ptk7JkLo4hMdRJFlgl8d5zI6jTYWb9Pf9Dl0pVXOX7iKPc39vAIGRGg+D6V+VW2N25Qqixw7+EG3VFCoZQnDgU0RaNzGPP3f/t3vPbSBVRF4sR8jZljZ7h55zG5rMl3vv0aGdPAc13uX3tMZ3+XexuH/NEfvUWpUMCyLYp5g4FlUy2VsbyQm/fX2Xn3c1RZJgg9dts+KCEb+y5hnIAgkTMldE1BEhMCMabVOUQ3clQmpmg1tojCFF+O6LcPmKhPsnTsGPdvX8d2fbKmiUGK54QoSUicCoT9Fqo+R7Vawu53kESBc+dOcvPObYLQey6eG1smzp07x5lTR9AUiTAM0BSJE8cW+erqbfr9Q2bmFtCNAi9dPIaq6QhCgbXj58eRSaaK6zicuXiFX/79fxwTJKKE+vQ82+sPmJxbRlVV7FEf3cwiSQqNRzeZnKkTxyFIKucvXuKLT9+HaPS7Fx5NU6lNVRBjgVanj6lrSJLOhWOLbOzuEyki2mGHw56L44gsTusYuoYogSJJTE5mKWQN7j7YJAwiajmVSISomBLGEoEn8WTfHi+mjYQgFFBEEcdLmaqoZLMCoqTTGTkYiky9qBIkKfutsYDQNGV0TUVWQDJVDq0BncPxEttyY8RUZOR0QRC44bXY77zPC5cuEI22KNTnkWWJ2eUXYfM6tn2AE9iIgoAqSUxWdNZ3HTQNHD9gY7eLqUscDlqIcoRWFImUiJ4VUi3UmSoPuHH3Pi9cWMM0UoaJSWmyzr0vf0an+4wCXRwvZDpfoKiXCOQsxUqVg90NCtVZdD1kZB1SEqaoTS+xs7GO5XqkaUoYNBGEhBfWXufyn32NT768w/W7j7CtAbKsoZkmhWoNI1+l22riWBZh2CUohiApxHHE6bVXePn8Mf5f/+u/Q1M13CCg0T5kfnqetZPL3H64SWw3iOKYFy6eo1otc2J1nnsP15mtr9CzAiRRYOinZEcWkqIhCilxmiIKAoV8llwuyxfXH9B0IsQkw/LKMo/XdwgCl4wuUikrSFKJJHTQVYkkjkhT6FmHXP/iPY4vTbO7t8tUucCz7Z1xdI2S4jo2d+7eoDZhoKkGSBKxtc3M6u9Ryiu8/eEDOsOA6dkJjh8/SX2yhjUcsLXX4vOr93jjjVfRFJk4dbl35xGvv3GFhYW58YE1jiiVS6iKwk/f+WLsm9JMwkREUkwymTyNRofYGRGJOv2hQxBATg+ZyIgYOZGB5SCSIospUSwiiiJBGNHuJMzNlIn1FMcaUJtYxLHyBEMfJwiRBRvPGVGfmWdmepKNrW2iKCSRJTK6jKBKRFKMGLYJ3QpCxkRQdRLPpm9HnD97ls+/vIppZDhxbJUL54+TzWUIgoA4AdceIaYJ2WwOWVZIBYONjXVOnj7PrftbVLMBUzNH2Nt+wqDb5OjaG+w2OwS+x+LRc7QPt8kXS0xMFLE7LVyrj5GrICs6YRjSbneZrNbY7ba5dfVDlk++wDtv/wyrv8tMSf+thee3K5czGUqlAgEpmiwgSSK6roMoMxi42COHlfkcC3WTrC4xM1Fge7ePgszK7Cz9Qcj7X6xzd72HFfoUDI3EU7Esmb1WBEZIrSKR0cEPBHIZAVFKObeaQ5NDpmqwtKixMK1RycsIgki7FxLGY3yGoqVEYcCj9T6WFTE7XSSKIRbH0K8UcAKIEpG9ns/Vp23+9pefsL/fZHfjPq7rkcYhs4sXKJaWkCWNkeeDIFLMqlTLMroijpXYssLR2SlMDMqlAkMZPlnf5/DggFJxhlY3JnCa2LaNZVnkDLh19RcIQZdWcxMxNiA1mK4vYUzMUyqarG/d4trd23TbG1w8cQUnTElVjZvP7mK5PfLmJFmjxOVzb/HtN/+Uqakleu1DkrjJyN+g3W8iCiDGMffu3ALAzOXxPRdVBKvbhFTk5JkzLM/VyZsab73+KqIE9ZqOZsAvP/qUOHE4dWSGYnUSVfU57FsoqsbLl06hqirPdgcoYkIYhoRRRBjEFPI5yuUShXxhvANpdQAVw1Col8ocO3qcpYVFFmanOXvmPCtHl1FFBUV2MQwNIQkhiQgDH1mS2Nna4uMvv2BoD3i2t095YpLBqD/OYRcFxFRkoiizOFlicmoGNTtH6Dm4Prz62gv84A++w/e//z2mp8v85Ce/Il8sEIQRXgA//slPuPzqq5TKGf7Zn/6AublZZFlBMzKMbA9RlKjU6pxbW0WSRVqtHoIosr/f5Pb9LeQ4Rg9S9vZ26FoDYiL6VkzWVBAlBV00mK/oKDKYpoAmqySBgusJBK6PrkoYiojvOhRKE5iaTpqAE3pEkYsoQK5Up5TNE6UhVugTpQGpGCATMnKGOKMmg8GQOBVIk5RiMUtRFZmoTnLl8hovnD+OYeqMRhbesIvVaZKkIKg6Q8tjeqqGKCtEkUAahxy2u5QmFnDcEe2DLR4+eEy/32dppkqlkOHE6bNsbh9CEnF4sMvC6jEajTZpkqDqBrKsYGbyVCo1SrKDlHZ57+1/oNveQE4S4kj4baXlv3LVep7fXSjGBJaCazv0hxayoqBpKvutASQGtbJJ6zDgy9uHlEsqvm9TLgkctmVKRZWTxwoESUBn4NPsj3VB7WFMZxQxWRHJZyWGVkreVFFL6ZiAlld5smFx2AupF3SGTkiaxGiqiONHpElMHAukMVSyOpMVg909B10RCPyE2XqJVnfE0InxwghZFDAUmWbP5oOrD5ieKDDROOTChSsYWszE5HE0I4P1+Au8MEBRRAp5BUUWmUokTizMMOgHVMwi+bJBo+HQao14Zt+itrhMqVCn32+C26Zm6ISdu3S7TynLOVbKU4hynjMnjuH7Fgd7j9lstNltOeRzNcK0TLmgojYVCvUaN57+GjczwT//k/89juNgGiaONeTWvavcfHSNIHHI5UGTJZLYJaPnGPoRjf1tFF3n8skrVHIqOU3BiQWc0RD8ERIVZucXOHP2DP/+P/yvxLGLqkqksYcfgqrnaGw/4dy515AkGV3zWTu5wtVbDzm2WKLV89E1DdfziXwXRZLoWX1EEYIo4rPbNyhWikyoWXIZlWeP73H+7HEcx6Hfjxl2Uxzb4uSJ1XHQHym6ro09d2aBMLIQBJk0jfGCmCR2GcUJtjVCFgVcO+V+q8mR45PUJmp8/Ml1JElgZaHG1NHzNBoHNHZ3aTe2+eiDD6nkfAIv4tGTHf77P59HFFOePnrEC6+8hm0NkdKIbDaHZbuoccwrr1zm/v1nbGzucmR5mumpKp1rMV05ZdJUSDpj8asiC0RRzJOWQ8GUqWdz5DNZJjVAFEgjFVMdo4CLpRpR4CGJCY5jUa7WKRTKhEOfMInQs1nWnzxganaZQrmM03Tw4whVEwnjiJErIEgiVncDNTuJmTHw7ICbNx8BIpfPrSIIIqIiMex2ENIEz7YRdZPEHhAkEs3OiP39NnEUUa7U2Nk+IFsscePOUybLEsvLRzl3YQJZTNDNPJoqESQhay++Tn/vDtlCmb29PXieKks6FjCqcoym6UzWF2m3fDLC2PbRH3rseP3fveMR0hhFFshlMvSGFrI8HrkOmh1sx0NVRIYDn8a2QxrC1y6e5MRyHlGCX7x/nzsP96lXFExdxHNjvnrc4dD2GbgBiDGaCIWMTN8JmK5qnDlaYnk2x8ZeyJ1nHr1+jKJI+HGAIkiYskK9rDFXU9EUgSAYJ0jUCjqaLNPpBnjpGIWhqSJRkqLJIguTRWYmisiKjGmKuGHAVrPL/sE+N298hOt5JJFPvjDPmZOvo2smlhchiRLZrEy9qhDEQ6olFUVTCMKIxfkKxxdM1Djk6EyZtVNnmawU0cUE01AxlAzfffV7HF09zygp0LRC9nce8OmXH/No26Jn6czOn2ZmaZWhD482N3jtyu/z1Y0PWJ5f442Xf59MJk82k+XR49v81c//M+9++R59axxjk8YpmiKgmX1OHplCk0SaB/tIaob6RIV81qDfaWP3Ozx4uI7nRWw8ecJUtcj09CwvXXmDh09G7O3bvP3xVWJhSBwGHI7g4fXP2V1/hKKpnDu9jKZp3HrURFdFJEkgiEJ2Dg7p9YeIksjhyMIVU5Zm6phxijXo8vjhTRr2ANf1KFenmZqaZHJ6FoSEZrtBFAa4fjDGaPou09PTlIo5osglq+eJvfHYa0URe40Re52AzMRxfv9P/gUvvfIq1UKOgqFhNZvs7h0iphELC0ssraxwdNGg03pCLiuzdjxHrSbx2Sc/563f+yY7u/fxfZ/eYEinN0RWZJqt7m+sBquri+zuNRg5IYaZ4cz3vk4i5bi900ZTNGolk3rVJFcQmK4rTFZ1ajkDUzeo50rk9ALFXBbT0AgCnzv3t2i0bKbmZgl8H9/3qU/NkTOySKKEkc2ztbNBGPoUa5Pouo7tRfRsn8OuQ6Nvsd8b0h72yOVy2JZNNpdjdqbOwlxlvDuTUp48fEzg2sRJip7LI8g6kWhiaiqH+/v4ngVpiuM4eEGEIo/JDoXyNN1OizD0GbW36Lb3SZIUVRJYWjnCYT+mmNXImzJTMzMkaTruejQVQZR5+PARn3/1gAdPdhkGKp6fEAQCgpz/3QuPIiskcYogKtSnyoiKxNzMBKuLUxi6iqFrKLKEiEDBkGkdNhkNBYJwnL996mSeiJDNgwFX7w/QTBHfTykWZDRBJBVT9jshuiExsCIePRty765DkqaUMgpnj05w9kieoysZJFliYS5HpWhwZK4wTuRNBPbaHl0/YDDyMI3xqTdr6GOjqBcyVy+wOFNnsV5GlATm6xlKeYlUjBGkhFoxgzd8ShI7pHGAYVZZO/N1ckYOSZQgHac22q5Nua7iMaQ3GBHFDsfPlJk/nUPKhpxbO83a8aNIqkki5xl6MjsHQz69vc5+s0/3sM36YcR2N0XKVplbOU65Whm39I0ujzZ8Wu0Bb73yLV68+BYZ0+Tevav8+J3/wi8/+wUjb4imyqiKQhSlRFFKiI+khOiqzZsvnkCTRBRFJqNrZLM5MrkMCwsr/P533uD8udOIkoxn9UiThDdeH2MrRnbCbnNAs9VkYW6SV15c49rd24hRlyQMkSWJ1bkKG1sNCoUcAmOpRJTENHpd+mnEysIM84Uiw+6QKIrG/47rY1su01N1FuZnSFIJRB0tY9LpjHD8lJ2dbTZ3D4gSOHr0CFHsIong+z4De0Cj53PYjBh68Id/+ud881vfpljIM+i02W+0qM4vUcorzM9OcufGLQRiGs02rZ7CpQuvsXrsClEgUitn6RweYBTq5ItZPv/8M3LZPPsHLT775HOmZ2c52Nnm4f2H6KbJcOjieS5hkiApsDA/g+unlHIFStkMOd0gJ5uUsipFNYuqqohAVtIxZJ04ThnYLplCjlI1R2844uBgHzOjMxyOKBRyzEzPY6g6GTPPwLVZf3Yf3ciQy08gJCLZXA4/Thk4ISM3ojfwefj4cwRBJI0jDFXE1DUK+Ryu66Nnc4iKjqDoRHFCmipkchXKeYnaRAlJTEniiFyhwPm14xSzMoaucvPOExrNBnEqsr+3xc9//GOCMEbXZRRJ4MKV1+j1hwzsgM+vb5AmIXESs7ff4L1PrvH5V7cZOBG9oUccpgw9kUBSGPm/PVfrt45akqJgGuCHKcVCgTAIqeSKWP0ep44tcO3uOmEcI4oC85NFFE1EyyqoDpTyKX4QkCoCUiizupLSaHlkNAl7lJDNSgxHCa6TEsogphEkKXlDY76mM1ktUiqIdIYhDx4EDOyYUsEnTUJKWWXssZBFNFMmm1XQFIW4EzCRM5iaqLDT7JGmIMsKruMxGlhU8jqVksBgJKPK8Tj/W0wo5IqkYYMonURRs4hShvNnv86dO+/Sd4bIsoSuSDzZ3sPzIoZWjKlJTGg6mbqGYsooqsbk0ik2nzzkoLPPxsYOOQV2D/rMzc4yMbWAbmicr04hijJhktBsDWgc9jB0hSOLM+y2XaanprGHXd778h322vvEafxcJyOhIBDECWkCkI61SqQ82LnPD15Z5Z984wV+8t51Pv4y5o++8zJBsczuziaFXA4/CKnUp1jf3ELPFChWp/jDH3yXv/irvyER4Yubz9jZ7/Dapct8+9vfRNh4yoH3BGOiiqEIXDoxy537W5w5Mctuo00oSZTzOXKGRuR4eH6IqqrEcUSaRHhhRF6WubO1xYuawbHjJ4gChyRZ4snDu4xGA/xIICealIpFSoUyOSOLF7o8O2jStxOmZhb50+++wczsPKN+F3s4YHtzi9LEJBdffo0w9Dl4eps4DFicq3P/2oeMLIX/4X/3P5IvFIiikLt37+H6Fpqq8ut3/55vfv2HvPPuT/j448+p1Scws1k2Hz+g32mTyjrT01N0Gw1GoyFmJo+qqDjNBvVqBtMw8VwPQ5FBE3CcGLIqsqwSBCH77T6RIqMZKtmciSDLZLMqGgK2FZKGCZIkEoUBc/NHsH0fwzBJhJT9w31mZlcolsuUOx10WUAQZWQppVLIIwgxmztPWFm6gO87TNRqOK6NZmRwXJ0wjGi1OvR6+1iDkGx5ku9855tsPm6ytXOAkc1zbG6KmekaINLYt5mq5njwdI8zp87T3N9BliW+/4Pv4fkuspxBV0Rq9Tr3rltEQYszp06h6zq/fPdz9hqHeK6LPXIZjRxMQ8ULQpxwHKtTqxR/944nRSCOE2QJJElGlWE47BLGMdbIQlNkDFUhTWFguRALaKlK7EhkdI2RHbJ9YOOmPvWKQa1qUKkpKJKA4yaYhkCYAKlIpaiwdqrK9LTB4nSWKPYIQoXRSGJopyQpPN0dYkgSbctFExSKGZ25SRPHDwhiiUwuj6YalMoFPC9AV1S2D7pce7iDF6c4Tkivn1IsFuhaMQdtn2EQ02w0iENI3Sa9bgfSCEE0WDvzFlk9Q5SkdC0Pyw3QNIla1URQUoZOSKU4z5HVrwECnYHDF7c3GDT2x2mVqcLauTUWlhfI5DJIkoSq6gxHNncfbNLpDViar3P0yByZjIkAdLp9ZFli6PZI0gRJFFEVeQwKT0GVJGRJQJLGp3RVUsjpVWw/YXV5mitnlzDlmPXNPXTDYH62TqlUZLJWpFTMUa5UIHIZ9Q4ZjQZoukQpJyIJEa7f5/NbH4Mk0HAS1m/eI+22WViYYXFxlrdeOcdhs0sQqUwVChAljEYutjNWKft+MA69e26nAJH2YZvOoMtho8nQE3C9EFkz6PWHSEKMoYBvW/h+xLkLr7O3F1CamOOPfvjP+ZM/+afMzM0z7LZZf/KUkeVy8corLK0s0+118Hyf8txx+paLkckzv7DKN775DQrlKoKkICsav/+HP8SNY6IYmq19vMBneeEoping91uUtZRaMcfqTBmZhKLk8Kffvkyv3R1HIssiK0cXkSUZ/7kuLIpiSpU8k/Uikipz0Omz1xuy3hryaKdNq+eysnqMQsHk+ImTfPPbv0fy3FCtKRKjfoNcvsDLV16nVJpgeWGFRJTY232KmTGpTU2SJhGkAoVsFlNWmCpVUCSZTz/7mCAWEJIAVTHGGiNFwnNCrl69wf5+G8sNcO0B7//6l/z01x/h+QFfe/kyhiZy2GxQm5xlaqJMIaNSLuW5eecBYSyQyRV4/OAqT29/TBQlKIqEIsLFl9/i9NE5RFnkZ29/xObOHoNeD2cwRGaskh46Hq4fkNE1ji3P8dbrr/zuHY+QJAQRyOLY85OmKSIRnaGFaeaZqOTYO/DJagpJOhYcCqlAkohYrsth16dUVchnZVwvZHE6x0F7RG1KxXJiQm+coFjISExO6KSxgCgLJEKMH6eMLBvPCZielHGDkImSTLVgMJ/P4A7h5IkTBILBFzfuYXkSKDAIQw57I7Kmgu25BAmYhkyS+vQtD0UVqZR0Splx5O3jnTazlQwbT/bI5MuUJsaYhkwuTyLonD7xMg8ff0aU2HhhRCmf4fHmAMdXKRVmQD5GEAn88lfvcPv+PQaDAenkJIsnT5MvjhGh6XNxF/+YXy4KzE1XKZcKCAIIgkghn+Hg6R3kKR1ZKbK2eoFPb39CGCUYqkgYp+OspSDBssd7rOMT05xYPMnk5AwbO0+4evszCrlFFqYK/PhHP+ePfvj7LM1MIIsxruPSOOyyujJH6LqEgc35S5cYeSN2d64jiAKDbkBtQsWy2ixdvsSzTz4jsWxqc/PEcYKqaZw4m+XOvWd8duMJL58/Ml4CpwlhGEGajoWUooAkjt9pExmT27s7zGbyqNL42jg5Ncvh7lNC3yYKLFxBpiqJiLLK17/9PSqTM5iGgT0a8PjeXbL5Ei+99iaSLLGxuUk2Yz7/UyacuXiJX//kRzS2n1GbXSL2hyia+Tw3XGR6ZoZcbopOt0mupPHTX/4V//QP/xXXb3/CxeWTbO4/ppI9SctyeO2F0/R29zjsxtSnlxBFkYHl8fndTaLQp54rkOCSJArd/ohiIY8XBay3R+OOz9B568WLvP7Ga9iOzTu/bNBqDCgdq3L6wjnufXUV3RDx0hFT/TYTtRl63Taz0/OcOnGOrY3HKLJIeWKSxv42Ahq6pmBkJCQ1wbMETh+foT5RpzvoYOoycaoz6HRRZIkoTEkNjSAK6fb79HpDThxZ4eTRRaYWV+m2DjBUGau7T3VqAXnYZFByuf9sQCJq7O1uc+fhNsQJucIER09fRhZTnj15hCYmfPjOO3iuSxTGyOI4KcYNQqIwGqN5lxZYO3caWREx8799x/NfGbVUVCXBti0gRpYVkihCkRK8wBqbPOtlBMaGwFw2SxoGTJaz7I8STi5ViYSYmIiYgGZviJJk2G12kDUZz4+Zm8hQL2XY3O2jLWpkTYWnz4aIokQpr6BqCSszRSzHRpJTPEJMoQiSy96hRd+xiFOdbn8H06iQyebZ2D3AdS0UI6Ki66yt1rA9Dy+OsJ0ARZWYLGdBFvBCjzuPRqRxgtl3KLU7rCkqmqGhyKAaNU6uXuHR5jUkZ4QsZfj6117k/obD5l6LX3/8FbXSDa7eeYRpZrh47hzT03VEcQwZS6MEUoE4TZAEEQSBUjE/FpulkM0Y1KplMhmD/sE2O1sPyeQrnDlxkZuPb+MFFmESEUYpYZjQbKYIGKiKwp0HfbrdRyB9hT+KcKyEfEWjlDOYryj85Mc/53/5n/8PxLHHex9f48SJk1huhCrEhKFPFA5487Wv81d/tYkX9JmbNSkaOQxZRVVV0lIOSZXRTZMwiEiShHq1xGNVpjxRZ2iP01lVRSGOk9+kkZKAIo2jkmVZAi/AUX2kRKBSKdHvD8gVKyRRBMEAL1WwRkN0w8QeHnDQ7FLKGah6lgsvvgyk9DqHKJqGqY8jWFRFI4pjkiRl9cw5Dp7epjaTEHgWqukRxWPbQKd1yOUL57h97z1EBGzLYmd3j5NHz5MoMqcuvMxEpcrciTLtVhNXyZKp5sgIMlEcMhoOeLzVoZKTKPgeg9EI14fdzpCMaTOyfVJB5PKLF3nr628iqxpffnkVZzjg+9/5Foqs0R50OHX+Ih+9/wV66KJHArdufMHXXv8ujmPz2dWPMQ2Dy+deZHJqlvX1TcrVKWx7lzQR6Nk+fjoiZ2bQhRDft+h2RgS5kGajRWNzg9Vji1y+cIztvTYpEqtHFun1BqzMT5LL5XGGHebml+ke7mDbI0oTc5ipg5F4TNbK3Lr/jG+/scav3v+SKE747KO3aY8i7t65RfOwxUI9z7BzSEyKhIKvGjiuh4jAXL3GuXOnqE9N4Ech2nOX/+9ceAJ/zKoxMwauY40dxJk8juPi+z4IAgISkqSQCAm7B4fIssxg5FApGZimxJ3NFrLmIUjgugl+MKJvpTAM0RSRjCwjpbAwXcQPPDo9Gz0zrt6bOxZZU2IY+mSVDEPLQ9ZFDtsuiSBT0zLkxZjd1pAUGNk9TDPDwA5R5QhrJGEicefxIX4UcXypTm8UMrADFElGSCJkRCRFIVAixIyI4/s83d7iQqFAopfRNAGzOM/XXj6C647IZEpIio6RbXH91nXavRYjW2BmSqdcWGJ2dgpBGCdygoAgCGMayHjy+M3XWdOgUipgZkxIIYoSjp1ZY/fhlwz6A4Iw5KWzL/L2F+/guBGDAczVy2SNlJFjM7BcJEHiyeYeuiRRMmRatsfA36F84gRavoLb2uajDz9kb2+f9a09Zo8cx2p4ZKMGM1MTtA72qGkZTh09Qrv9jLyqsjo9x/TUHJYbsHz8NIdP71JTNARRwXddPNeh0e7z6gvn+cXb77N2fJr+yEVTZaIoQRRFxOddnCAIpGlK2TBo+jEzioymaQiiSKU6hXW4w2hkUZmqMhxZZLM5cqZGc/0h9ewCaxdepdtpEYUBQRQzbOxz9uxFHj99gmEYyLKEoWssLCxw//ZVGrsb5LJn6B7uoueqPL1/l4P1+3jOiEJhEtcXcIYub7/7Bf/8n/0AQ9OQJRE/jBjZNm6YoOVzIIgkaUIUxWxu7pDXRtgjj5vtEVEikNPBCWN8y2Xt9Em+8c3fI5vPc/XLa7SaTV5/9QqLCwt0ex1mpua4/6v7lMtlfvDDP+Dtv/8bKrpJs9ljY2OdY8ePowgKg+GQL6++x71711mYOUqhVMa1LOLUIkoE2r0QMVVRjRyKLLH59BmKDJ2DfZIw5uNPehTLBc6fO0E+X0ZVFRbnZ7h//yG6YVCQZcoTM4x6DdrdHp3+DZYWZgnEmILpcNCM2NjpMjdfpdvt8mR3yKPdnyBJIrKi0O31KZdM2j0bURpjNuqVMmdOHmV6dpIojekPBmiKgqxqBK79uxceQYAYCcfu43oJsqLh+OMscgSBJE4QJZEg9EmThKHl0R26lAoZtvb6FHMGqiyQ13N0RhYLk3kCN8KyEiIhRYoFpAR0VcLMKdx7ZuH7CZWCxmHbRdPBdaH91KKaD8jmNQ4OPFJJIV802Ty0cVwXx3EIApEgcgl8nyj2mJnIIhZlPDtgYPvkchq6WUByWpTzWQYjl+7Qoz8KyOoitZpBFMZ0hiGlSYnHG09YO3uBMBKJbJtMJkM2V0OSZXqdA7746qcsTIfEKZyaq/Bgy+LJsx0WnweZic8fXp4LGQHiJMU0VMrFApmM+ZvRK4ljZFlCFFL0bIVb9z4nlVM0WUJXCmxvD8maWWqVY2zt3XwOIhcYSypSRlGAG4/fNMVcntuPHpLP5JienuLx42f0BiMkSeLtn/+Mt773RzzaauPHAp5t89U//Ij1zT1W53NUZ3O0+w6liQExOXRDQzKyREFAJl8kCkMi3+fi2VVOrc7ybHOZ/rCNIEi4XoAkioiIhGmCpqnESYKYjjUvShTjayI5WaJSKtI8bCMbGWx7SM7qkJ0oYNsWpVyeiVKG/a1tRO1TVk+eYbfbJpPJkc0VGA57TFSqhJGP54dYlkW+UODoiTWc3i6j0YgoGPLgxpcc7u6RIuCKJp09D9v1iMKAyZrK1uYWly6/hGt1OWgccv3GHTq9AS9fuUAhnxt3Wf0htx9s4Xkprjfez6mqSNcZcWx1me9851vUp6a4c/sez558wEuXL/DNN79Gv9+j3euAILG7t8VLL15hc3+XldVV3tPzBL5PKaNz6/qXzMzMcu7si3z81XvYQYQf9oijh5w9/SJT8wvoqsjG5jMEUvKVDIKiYQ+HeFYfJ4nJZQx6dsDq0jwrK/PsHnTpdPeYmZnENDQkWSVNYsLA5+DpI0S1QD4PoprBLNV4ZXGF+w/v4QTw+NkO3/vW93nnvY9Y32ggqwJLqyd54crLHGw94+rHv+TYyhGmKiV6XsyJk0doHh4iSQqe5VDO55iamsL1XHzvtxee37pcliUJ13YQRG3cpg57dNsdwjhBkSRKhSylvEk+q6CoAsW8hqpKdPs2qiLS6jvUc2XcKEYWNApGngm9QC4rsjqbY2WqSDmfJRUFLNfHdSXm62VK2Sy1ssalMxMkIuMAtWHA+t4QN04wsln8EA7bXSzbw/d8XGec/dQ4bKKIMboSkAg2qeShqAJxKKLKCkEostsYsNca0h0EiIJAuaChILHdGCGIEaokkwoinv3/J+0/YzTd7zNN7HpyeHOsHDvn7tMn53PIQx2KIkWKnJ3hSBMwHnhn7LXh9QfDayy8/moDNmDY2A8erHZXmFmFGUmUGMR8eHLs3F3dVdWVq9633pyfHPzhaXHWgKEBqAIaaBTQVdXdz/P//8J9X/cIMU4GisPBAM+1iaOIWzd/noTpGZDK2DiM0dIusiSwu3dEuzvk4KiNKisgJHgNVVGYrpZZmJshnU6BQNJqEJNWIerX2drcoDuqkzI1WsM2nX6bqfQMhqoxGA3Y3ttlZX4pyVcH4jgkiEIkWcbUMvgujC0Lxw3odHscHh8haQrzC/MU8gWGgwG//PH32asd88Xdx7zz8V3Wto44tVBlbukcKxdf49b6Bp/f+Ji0IeI4FrnpRT764EM8z0XR9CRre26K4dhCV2UaPY9SIQMxdPsjyqUymVQazw+IwijRfcRQ0BQaEx9d1zBMg3wui5krQhTS7nYx5JAgDIlllanlVfbqPR7cu8tgOCSXzWKmUqRSKY4bx+TzORrNFrlsllK5ShDEXLx8jcHYZXt3i9Yg5KDeoWUL7PRCdo4HHDeaREHAm6+9zD/5gz/gg5+/S7dd59HmDh9/coPPb3zO/uEeN26tEUURURSRThkIokCEjCglFdby4hz/4p//Af/8X/xzJo7Pj374Y0xF5B995/dYXFpkbFvEkshwOOKv/vKHvPPexxTLRdrHTXzf5evf+RYHrQk5XcfQBB4+uE+pXCVjZPD8CDcMqfW6WM6QTCZDo1bDTBV54YUvcf7yi3z06R26vS7FnI6maRRnZnn2peeQFJ2bdx8jyxLVahnTTBwGp04us76xzY9++j5f3LhJpVpBS2U5cXKVQi7F9u4eSycvkFIFwjBk4/EeT10+z+LKCX7vH/4BX/nq75DLF7hw9WkEyeD6M9coVHKsVjJ4gYcsSqTSOqdWVymXyxzs7dI8OkBW1d+84nliQcce92kfN3B8Hz+M0A2N+YVFotBPAuR8GUXXGNs2gpim1pxgOT6OHyGrCuenVqnXW6zvNpDRsOwQuRgzU8nheBFbR23qvQmFjMFMxcTzfDLpNJqsc/nsHDu7fTaPusga2EGMPB7iOT6yIhPF0On2CKOQyIHyVIRnyezXPPwINFHADgOE0KHZbJFJizzYHmPbMTlTIpNWEMSYsT8ipYnkMwr1epfpao7xoMNUOoUTRcS+j+e5SJKM7VkYmkZrbKOqESN3gCAqLMzLbGzu8dorz3HxzDLt7gBFlshnM+QyaaIoZjS2EICUqaEpAvZowEFrj8fHNWqtLjMFhaypoosZHu12mFhrSXUZx9Sax1SKZVRNIvYEUEWEWMHzQkbDCRfOnubp65f54JMv6HQ6SJpKb9Dl0tkp5qeK3Lzr4I5HWOMxmqYiazrnzi0wO2VSLhcwshVOnXoKf7iNO6wjxiaPd9o0uhMsy6FQKOB7LmEQIAgiLz57DcdxOKh3KObSeN6TDYsdJ67zKCQMQpAgCGJ0P6DW7yF5MauryziOjTvp0Wg2OK7tka8uo2sahalZzp1d5tM7j1i7+wlXn3mDTq+HquoYZpp2p8Xq8gqW60GcRD3HkU8ul2dj6xDHH+PYAhMrwLEddE3ly2+8xquvvIJuGiiKwokLV/gf//DfsXj2HJqmoKsGY3tCs9ViYlloisxxvY4ASJLGzHSVr3z5JRaXl3i49oAffv9HrC7O891v/y71Zhs/9IkFmFg2t27conawx9qjXeJY5OTqEq+89BK37t9j9dQZqrPz1DpttLRKbXeXqekZLp+/xkc33yUIIxDg3sPbfOXNb1KammF3Yx3xwhly+SKyYHNUP2J6cZkzxRKeH3Ln3gaVUo4L508CAl4QMB6NkBUVUYhRtAxnz81w4fwZzJRGsXCGTreFNeqTzuWo762ztLyCEwjs1xrMz5T45nf+MwRRJIoiRAFkCb70W29z+HiLhfNniEYDYlmhVC0zbDTx0gb9dotWp02uXCboHP3mB4/rhYh4BL6D5zl4foSuK6RSaRRFJhAi0mmTwFdwPQ9JEpNcbBGOGmMEUaY/GFFMa+wedRk4IZlUiCpJuHbEjntMuxPSGLi4YcTEGTP8bBdFEVmaNrhwskwhr9Lv2CyU0hwOxsQRTEYj4lDAtV2QYiQxJp82maumaY06uH7E2IK5apZOb4IbiugKdEcjVpdKXD2dY9AJqXUtuiOPejfE0GE2l2Jrb8LytMZwbNEbDCgXXGI9haJIhFHMcNijnKsycZrkFBNbziHKYzQ5xnF7LExVeObaeSBGkRUUVaLXG/CTn72HkUpTyRrU2j1OzuloksJR94DdepOjhkMQxrQ6SmJynUh4gYQkRHhhSFqTyGoatdouxXyZbq9PFMF4YpPSdH7/D/4h5UoOSYR/9g/eptGZ8NN3P6UfhXR6PS6cPsns/ByO49LttPE8j2KlShD4PNqu02z3KEwtce2plzh8MGI8ajI9f5mlBZmdgwZ//h/+Ld/8xjfRzSxRGBGGAZ1mC88e0mj3iWJQJZHd/UMEUfh1DnfSEsaEYUxWk6kNXS5UixQKRTqdJtPzy/jOgGarjaxnyeZKSKLI4soJ1ja32d09Yvl0H0VR0TWNMIo4Ojri8qUr1Oo1CoU8o26DneMDTp1YotWzOThsUJ0qs7U54JWXX+CN11/DMAwUVU22jHHMl976Mrdv3mLQqpHKl6lOzTDZe4xtDWm1e+TSGvu7e1RLOa4/+wxnzpzhsFbnB9//EXNTZf7ht75OTEyt2eSLL25y9uxJItemdrjFL9+5iabE6FqM5YV87y9/xHPPPsOw3cGaHvDb3/pd/m//1/875bJKOWMQRyHpTJ58ukir30bVRIbWhP2DTRbmVvDsMcN+h0w2x3e/+13iKORX771LJpuQIF996Tpj28G2HWRJxNBFFElm4jiosszs3BS6aWKks6i6iWGYHOxu4YchXjDk4cPHnDtRgcgljmBnd5/KwnmiWEMRY2RcWrUapqnyweM9Fs6eglSGoN1C1DVix8GRInrjEbY9ZPPmI86s5P/Og+c/YZmI0PRE+h1GEVEUEHg+siyhajqSKCQPlgBhFCHLMrqqYpoKK3MZgiDAc102duuoioQQCQxHPnKsMZXLkTcM/MhnpZpFikVcHzojn+Ouy52NPsOxw269y06jR3vkIgoSYixh6jr5tIYiC0/ibWJ6I5tMSmPvyKE58silZCJ8Ti5lEEWZOBZZmE5RyJlUSmmq5TSKIjB2fPwgxhoLHLYc/DCmUNCYqaaJRY/t9QdoYkQc+gxHEx5vHyBKGfaPetTaYzRVQ5JNCqWIrC6yOg8HO49wXAdNiUgJLqPWPuWMgj/qcX11hmlD5PTUIvPTFR7tHNHoOPhPsuK7I49G28PxkjRHGYGSrqFKErYbMRi7CCi4TkAuk+P3v/NN/uG3v06pYKIIIcKTJEVTDfGtCcunLhKEidBQFBJVsO85OK7L8okzSKkS3e6Arf0Wv/jZj1lfu49ZWOLe1mP6tkU+l+O33rjO6ZUyR3s3MIwUgigksbuKRDpXTtq4dotyMZmNRGGEHwRJtfNECxaEEYEfkifCFiKGwx6CIJDPF1BTFTwCRv0O42GfIAgolKdYXV6g1e5z7/aHGLrB8fExgR+QMlM0jo9YnKmwt36D0JuwcvIsomJQKhX4gz/4B3zn27/Lf/m/+9/wzd/9BrlcDk3TeLC2gSQI+L7P/UcbFGaX6HZ7RLHI3NIqlcosupGlVm+iSCKS4PH8i09TnZrm+9//EbW9Hb799bd56cXnOarXGFtjakcH3F9b42/++gc8vP0+jdZjSpUspakSsqag6AJOMOaP/90f89ZbX+bhw4dkchmuXLqI7QaMxx6yojMZTzi1egFTVRAQECSBrb0tdCPN4skLVKYXaDXbbK3fpt05IJsSUTQdAdB0DVVVMAwdWRTY2d5nfXOPXDafbBrjiI2NbQbDIX4QcFyvU56eQZQVJFni5VefQzZyxFHE/OwU9faQ4fEGuuTSb+7wk7/5G95592PqjQ5nr1zlcH0DWVZQiiWUVBpHUNh6uEE5m2LkNji9XGFl4fpvXvHEQowfhMRRhOPFaKqCpCiMxhYF1yGMYsInD1gcBkRCAlaPogjTVFiYTuMHURLFOnHQFJEojpkupzBTKcxQYrbkkTYUDltSkoEVC6iiTBiF/OyTbbwwwlRkbC/JspBEEhHW2MYPA6IoJAgjUqZAvTUglzKxHJt8VuHZKzPsH42ZLuVodEasbfXQTY3QByRwPVidKZAyDIgiLMtl53hArT0im9JwrAjJizkjxowcn89ur2PoCnsHRwyHLn7sEzUDqhUDVdXIpVUGzoTj9fc47V3BtzqEDiDLRFKPE9MFNFXhqFXn0sllSrkyrq3+/6weoyeTaA2RgAhVEpFkgbEdIwgyZrqAapgU8gX+6Xe/jSBEyERYkz79ccj87DSdTptef8j1py7y8Y37iKGH47i0O3VkyUQQJSRC9na2SRcqIMoEgYcVKuiFKSoLM3x263069S0uPPUVakcu0wtXeHDrI649pyE/mV0ViiVef3mGbrfD+1/cZGBHCW85jomiBPAfRhEp0yAMQ8IgQJNlHte6zGQziKKEJMmIiomUkgl8l067gZktkNVUzp+/yO17jzjaqWFdG5IyU3j2BMcbcevuL3jlmdepziwjSjJxHHP/3h1Onz5HLpdoSKzxhDAMWX+8y8riDFHgsb13yG6tzXjiUl04yaePN9HTLcrT0xTLU4wGg0Qjde4Cx/UNbtz8JY6d4/lnrpIyTRqNY3KlEplCic31Ne7euoGi+kiawmA8JhJFFhbKqJpM4I/JSTKaqjBdyVM/2sdUNAa9Fl//1jf4w//XNqV0hv3dHQRCpucWma/O0R62WFk5xfPPvI4i67TabeoHh2w/uk8kOhw2QmbmLrGzv8lMdZGxlRh2t/d2GU9sXn3tFS5euoiqKPzgr/4cJIlTy7M8uHuflK5gaBL1nse582cpahIQU8xl8abKHDW6CIKEmU6Db9NsNFCNLM+dv0IcRwSuRX3UIvRcBFkm9AN6tR1SuRSLJ88jqxJzS6c5bv7dsPf/hFdLwrbHFEtF4oSniKTIOE6SEdTtjhgMRgmMy/UgDJEVKbnlApgq6lQLJq7nE0YxGUOhnNHJpXUCP+SoaSP4KuOxz+qcgalJZA0TWVJwAuhbMbYDGc3kmQsLyMSkDYFi3qCQ08mmZKolk4Vqiqun5+mPXOZKOWaKBR7tj/n0zjG7dQtJEpm4Pq2+x/31Fq2uxeHxhEJGZ6GaYWUuiyjEDCY+CAKWG/HOFwfcfNikZU3Y2lxnYlksTOc5PO5h2SG1poskgIKOGqXIqBn2GwMsz8F2bR7v3ac/DAgEEced0B02+PTRDt//1fukU2nubm7heV6SbhHG/xFZCcRRhO37pHSVSxfP4zgiqpGjOjvH809f5LmLyxjpDGsPHyEFNt1Oi4PjIbnSDK12m/ZgAqpJtTqNpBqIukEY+RB5+N6YOBYJwojNh2tMxn28IEKSFa6fW8YbtJAkjTff+B0MRUIA0ukMuqbScXTWH36GqutIsoIoSsiyTDaTYzqXZWNzj3IxgyyJxHGc+LpULQH8RzGiKAICRUlko3bMZDJhb/+QOAoxJAU0NYnvtUdEUUSuWOb6hTMMRyO8YRNJcNnY+JROe4+nr7yEH0nIigyhTb9zxPWrl3hwf41ms0UYRiAKBL7PsN9iNHEZuLC23WBkJYAtUZKZWT7BcDymtr+HPRkyPz+DYZoEQcirr/02iuhhiiHH9TqhIBJLIo4XcLi7TbveZNTrQRgTBTG+D43aGM8LsScOKUNDFiRK6Rzjfos//tN/y8zMFIPBCASBUydWyGVM0oaG6Nv4vsf0zEl+/7v/BW+/9R1UzeD+/c9J6WpipcgkOem9gc29e5/yyguvUMxn2Fzf4v0Pb3L2/Hn+1f/qP+faU9doHB/z81++QxjHBIGP5bqkdZVbd9d5+GgLRUpsUJblICkGnj1BS+Ugjpmulqkdd1DlmPm5aX7na1/l7JmTTFeyXLlylYuXr9LZfcSgdkTnYI/DzgERLo4zIVtawA8i6vX6b17xiEJiFI1jgVwuTbc3JoxJYNidIaKkIkQ2fqDgex6Wk6hyZSAMo187YI+aY8IoIp3V0SWBRm1Az0qA214QMD1lkjEVrhhlepMBR22LIIwQw0SyPrY8jpt9nrs6g21FREAuYzJdzWBbyXblsNan2XfoDQO8MCAG1nZGiFKyVdIVgUxKZOfQxlR9quU0gh+jqTqf3dpl4oRUChkEUSSOYmTZww0DDpojCoVHxL2YVFonZWr0+n2iSKTVjpgpyRiCQkZNQdAjpSoIgoDtWlTSMof1DvX2iKtnF7m7vsF+u48kiIgIrB81GNs2CAmgWxRAFkVEWeLs6TM89/Sz5HMpqpUp+hOHlbkSkhDz2e1NilmT7mBChEoo6CzNZem0auSzOQrFFIZh0O10yKZNxrZEu9+hlC9z3K6h6lls2070IBsbZAsFTp49gSTCfDWPaegY+gUeHDV5cPtTLl57Ac/1efGZq9y68yHLKyeQ5XQyaA4lDo9qBJHMW2+8wuc3brI0W3xihYkgChlOXERBwDSSpAIhinm4UUdb8VA1g+7WEY3BhEiZcHVBxOqr5PKJFuXM2bO4wyEPHtxlan6WU6cuYRpZRBEmox531m+BO8H3I7789nfI51L88Ic/Zm75RNKyZUz0VIF3P76JamaJoyTNNY5iPM8lRqDdbBGEPogxRipNLpshlU4RBT65VIHs/AzV6dP4tsVYEMjmi6w/3OTB7XsszGfxFQFFkAiGIxQR1tf2KedkRmMPVVWYKcuMrB7WyOWdX/yI6swSwaDG4myKwUhB0WRcRUYQQJJVJEHk9u2PuXX3U/qjEZNRn2tPvQy6Sf/4iL7lMVVK8fDBbZaXz7G4OM8f/NM3MQyDTrvND77/Qx4/3mJutkqllMV2fBRVIZNJEQYRy6fOcvXKRVKZPN3mIZuPHmKaBpWpGTqtY3qDMe2OiKabpNMx1qiPohssr55BlmWGvRZOMcd+rc2V689QKGfp9npsbe+BIFAqlbAnfw8CoawopFMmvcGITMbEtl1AxPe8JAlUidDlCDGOIErWplEQIksihCAJIromPRGSJaIrRVHpTJJBdRzHLE2nWVgo0OxMGFljOr0hRCKKIBJGMVldo1zMIAk+h80OYiCyf2whigLVcorZisFUycBzA9b3RkzwiYQIXRVxg5g4FtAUiXJORZYiosjDCkLC0MXzYuJYIpfJ4jg9cimFlKmyXe8CIrmUzFRGw3YicgWBw0afIEryl2RJxQtsap0JluOyGDlUsilMRcUJPQQBPl17RF6fIgjgweM+QpxwpSMgiCK2jo7JZXMU8wV29/aRFZGzJ0+wMDfPqRMnURUBfJvZqTwzcYwgimTSaa5dkUgZKncePCaKPKTYpT1wSaXSyIpGHPqMRj0EMeaZqydZ36ojyDK61OWoViOSfJZOnWF6do4w9FlcmCUlBRzubNE5bqCli5SmFxG0PP3WXY52FNKFk6RMHdWYZnPtHmcvP4eiaoRhxMLiPKVKhW5vgBuKZNIGnf4YRVV/rVEajCzCMETVFBRFplXvsa7lePriHOlckTvbDbSUiZ7OMD6ucaxlmVtYJFsss7i8wFhSmVs8gabIpNNpXHuC67rU9nbIZ03yRo6DrUdUpyr0Pr6DEyXeo3qjxfSchGpkCMMIz7OTWVqryeHuBv1eG1GISWcy6LpJs9Emm0nT7w/58z/7HwiGAwajDteefZOP3v2A+YUZGsd1Tp07Q2N/m0o+hyxHiKJKN46JxAlNa0IoSKQyMmPbp9bscuX0LIYyZtwdcu2MiCBDP9BZWF1E03WieBnH9Tg+7rC9tcHHn76LFXiEfsjt9fucu3CdlbOXaDZrxMiIcUjgDpianeXO3Q3iOOL+vdt8/OGnSIrM/PwUxBHN4wblapWQGC/wefsrryDIGuv3Pmd+5TSrJ8+TzbdpdwasP3pEJlthOLIQJZEgCPEmfWQjx8LSMr7vE0UhK6urDI4e8txLLxLFEoXyHM3OmCCwCaOAWu2QRqP9mx88xKBqBrlM/GStKDGeWDh2nLRPoU0sKwyGFo4fo8gC6ZSOIIqIQkAUg2mo5NMa9e6EkeUjkBiXFFnA1FRmZgoc1ceMJj5+6HP2xBJrjw+QJYGMoSI+EdnNVjK0hwP6rsPE96nk08SChGpGjB2XCI/5GZ3HRxaSLKCKCrEakcuaOLaFIEp0+iGelxxmgzHk0zoCAlOVPNZ4wu5Rl4kbks2oSBI4rsC2PaEYKgQ06Q4l8tkUgihhGgatvoXjxQhEtPsOlaKBIOvIYiJidNyQ2qRDFCZRPfOVGca2TXfQA0Hi9Vde4uql88iSwPf+8sc8/9KzTE+VkYQYZ9TDcSN0XSOXyyKJEo7jMBj0SRsyO4dNLp8/CUiomkm2mMGyLCwnSd7QFIV8Icm8Oruscm/tPjPVc8iKwsTz6HU6rJw8w9nFHMdHR3y4tkXW1Dl/Yo5O45BsaYql5RUe9z+lfnifZ048z3hi0RuF/Pz9W7iew/lrbyAKAgICmZTJO+9+xBuvvsB773/IycVy0n4DoigyVS5QP26zkE/h+QFT8/NMV6tUKxWc0SzXr4gUiznGYcywP8GR9pmencU0TObOXkqk+KqMKIo4nkcsyuQKFaYqi/R6xyiCw+OH97ny8lsUinls18PzfRBE9ncfs3rqAn4Q0G23OdhZp99rEhOj6RqaZiJJEr4fEAsiB7s7HNZOkc0XaPb7jHs2D+5/wtNPP8XOzg6ypjG/tMTM3AxhMCFrGGR0hSjKoWoKAz9goZzF8X20lI8oRhTTGU7MxzzcbVCrtWhaMBg7GNki5+erbG7cZ2tjAyGSSaVNZqaW2DrcIIwjwiDk48/e5bWXf4vp6UWMXouV06c4c+lpoghWVue4c/MzjpttTp5cpN3t43sukhBjFIqIBDhOQKxqOI7Fo/U1bP+Yg6Njvv7t72JZI2amqzzz9FV6gwnupEOz22c0HlOenqN53MAdDxAVjW77GN+zKC+dw/N8mq0G6493kzAFQ8N1J7iuQ4T2mx88nmsjiiKKolEuJ/qHXCFgNBzQanUS+HcQEMQRsSQSBjGTiYuiKaRMHeIATVQo5XW6YwcviBg5HiAkYWSKxHF7gh8ICKLEQiVDqVLm4fYuOUOmlNMZ2zEHjT6O7SCIIcddl1iQCCMBP/DYbY6oHfmkNZmQCIQITRGZuAFTRROIcb2Q3sBhbPlEEQzHNlrBpD9xefeLTWJCbDckBjJZaPZsSrmEVzI9ZWCYIr1eB9Ocw7JtPDdAUTREAVKmSDatIksaKc1AFhQMxeRoaBOGMLFdTs2vMFeZwrZtkEQE/RStZpcXnr6KQMC430VQVOZnysShhzseYxo6oiTjOg614yayqtPtNsmnM0Sux0wxRcZUmaqWuPVgA8vx2NvfwnVcNN1g2N/n6cvnUXURRXL5va99i+HApXa4wVHbot5oMhgOUYQcW7uHPPvUJSrlPCnT5P1fvkOxOoUmyRztj5menU7oBJrOC09f4NYtF3e4zdbWMmfPnCR4oqR+7eVnGY0tIkRESUEUgyTqVpKRJYGZ6QJ9xwXd4NxqmnRa5/7aTSJfAEGm00/Yxdsdh8vZCYNeB1GU0Y0Usj/h8aM1JLPC1EwVTddBkECvEIbH2L5LSk9T316HOKbX7aI6AdlikcBzOdrfoVnbo9WqE0UemqqhqiaCICWD8DhZoohiTHNss7Wzy+kzV/jk4zVEPeTOjc84ffopoiAin8tTOzxgY6+JLgt0+w7ffPMK6c4AP8hi6jIpTSWd0vl8a5cwivn87j6DsYupS3yxdphkUmk6d++tszhf5c7tT0CQsScReqvNzPQyu4fbKE/e0N3DHZ6zx5y+dBVvMqQyv0Sv32d7c53zFy9R399FkSRGYwtT1xjaE7LZFNdeeIUvPvwFUQSylHQRZ06v8Kt3d6hmXQ73H7GweI6Dnce0jreRJJXq/Am8aJ8QCc/3MU2VTusIx7JQdBPbsjBSKXqDEe9+eJPReIQq+fR6HWanS5w6+yyzs3+PXK3wiSM6DGM0NaaQL+CHMb7nUioWaDbb+EGIqSVzoDAMcb0IJY7J5vO49gTf86iW0ogq7ByMiOOYXFrnuDtBUyU6A5el+SqVbJr2oMPm+i6ljM5RfYJSNDHUCElUqfUmqIpERIztedRbIaIsoJkh1iSmM/CTFaMc4wcRbhDieQFTRYPRSKA7dCEGSRDwAjjuj4lCUCQoZmUQY9wwYnlR48GaQ1pXWV3IEUsOx00XQ5MppBVGjkCnayHJCrIosjqXplLSaXcChmOPOI7IZlQ0RSKf87HtGEWWOW63yWQzvPDiMxiGghiHxN4YP/A47kxYWlnGtwcIsUA2l2U8muB5Y0ZuhKQaqLqBZR+QMs6wv7fLs+cXCfwRur7EsLPLuNNh4DqcP3ueUW+IrKXx2m3OvfI1ZDUBb5dKAhd27uOFe4jaEoPGIa2FElfPn0DV0kRBwGQ84bXXX8L3HXK5WQqVGVbOXaPTqpHJFQj8gNdfe5Xa41+xsbXLidXlpDQGMukUH3xyk2Iuw/1H2zx75TS2m7SdY98j1DTK+RSSH9LtDpj0B/TigJKkJfqaKLnA5pfnWdveBe0xoqwxMz1DLOuks2mMbAFr4mKaJpKs8vbbb/HLn4xp1PdJqxGd+gGykib0AsZ2G38ywR72sYOAQIiStbOeA0EiipK0XFFIaJszM1Ncv3aBjz65zcajzURxXakQhQEvPf8S9rDJyTMn+eyTz1k8eYLX33yZv/iLn5BdrhIjUikXCcKImakSoigwsX3M7TaN0ZhJ6OIFId2hi+dHpMwQQ5Tww5AH63tIisrEHhNFEu3jI3LZLHPVJXaONhFkAVWS+ejjd3j99d8hlc7w7rs/5/H2Bl/50tf43n/497z1lbex3ADHC9E0hfFYwXEDagd7uBgc1fY5ddLED3xkUaJamSObLZJSFUaDDsOJw97ePvlcjkvXrjM/N4sqPVFw58p4jkUsusSAkU4zHI74xbsfMx53mYwnRLrBs8+/SuA75LIZwr9dz/4mB89g5JJOqUhiMvwUhCRRoFyq0gzrlMoFRsMJmq7he37Cj5F8RCF+AuL2sXyJKBLJZ3IUsgG9oc38dI5SPoVpagxGDmIckUoZDMYKRiqF6EhkDB9DFpibzdHtu7QGDqYm0fGS/C6fAEKRwBIw9Ji5GYXtHZe0qTOyAtK6zOmlMhPLBgFkWSDwIQJkRSAmppgTUWWJQlZjZE3IpxRUQWNpJiKOPTyGDPohrZ7P4qLIYjXF42P715En+bSJIhlkVJN02uJxx2LvyEHRYyQF4lggn5HodGuMHYGTaYOUKSMELo6dICwVReLEgkq8d0wYhmTTGQ4OajghVMpllLADoU979y4lSaNxvEOlUmCzVkcQJayJxekzV2gcN/nSmRX29x5jdz1yKQXLdti8+SGnn34ZUU7ylJ56/k2Wlx/xi0/2OOraTJfzjMcSR/u7vPbKC1jWiOF4gijECMKEM5euI0gqqWyZMIpRVY0w9NCLVzneuMl7H32OaerMzVRQFQ3LcagdN+h0eriuR39kEZk6M9UisuvhjJOEhSBM3PoZRcb1XSRJxHZcxEhAkmVGscy436XfbVEsllEUmXJ1htphjVxpDtdxMHSd4WjI2cvP40zGGLpIu9+hftSlXMzTPDrGDVxiSUKVRaZnFhj3+gR+0gLKsgyxTyGX46mr55mplhFEiaeuXeTjj7+g2x9y9twZNE1hfuEEuhxgxRLPP/s07dGIqelplharyIbBn//sJl9+/jymrhILMp32kE/u7dIeuni+gB+FeKGPH4LvR6QEKckhH41574NPeePlK9y7/wnz01NMRjaTYZ+Z6QWOjvaAGF1SaLSPmYx7kM5zsL9DGIbs7K5zqpJF0WTiKEoSZy2HcqXKeDLh448/JZtNMT9XIQjDJKEjirh06RyGFNHt9inM5Lh69RrVUoHAHpLWFdxJHzGTA0Gk0+0gEidxOKLIYa3B7TtrdLs9At/lrbe+wosvvUgqleLB/QccHR3gh3+Pg0fTFBKN4BOjYxxBBLKiYpgmCCKaZqCqCqZp0u318VyXYX/AcDjCDmICdGRZJEJhbq6E4zeYqeawbB/N0CkVs+zsdxiO+5w9e5ogCvnrn35MpWiwOlfBCsak0jGljEw+o2O5ASJREqEjSwwnIQtVjWrRwO1LrK5Os7bZotVzuPEwAVSnDRHTEGn3QnRNpZBVmbjJNkzXJPoDD0EQmK+WUMWYShYIIxwrInQVJq7LYOijmj7T5TxpQ+bo2MESDERBwPNDPAEurpb54tExRlbAdQMUSWV5ykSMNWqtCc9cPYc96KKoCpqmMxqO6A3HRKJMoVRkOLIIIwlBS5HXNSyrz+Hup1ixy1x2mvmlC1woT3Pn3iPMbJ7j1oCNvSG9UQNVkRm7Mc88dYWF6WWUVJpmbZdCJpu0E2FE9GTuVqgsYYR3ee7EFEd7e5RnpilXigz7fVzPRfS7qIZEtxmSKS6iPBlYS6JEOpNm0O+TTqeplIu0ewPsepP1x7uMxkNOLUyxPhqxvDhLY2wTxRFLKY2KmWe7sUtMTBCGiLJEHMfosUjdDygrSVUWBCGxCCdW59ncO0JU9kjniiwuLKBqaVRVIAgcRCmVSDwEsG2HQnmax9sP0GUBSQjIlQoMxxP8WECIEl3RsNMlIQaAIERkTJXr165RKRVRNZ1KuYgoRBjpHA/Xt5JB84lFBODu/TWuXTiBJNqMvZjIthEyJq+8+hLvv/sBzZ7NR3d3cB2XVMqg3hniBRFuBF4QUirn+NKbb3D//iOO6w0kSWR+dorD/T2EeMRhvce1Ky8w6LQIHY/OcQ3VzDA/u8LuwRZIIpok8+En7/D2W9/mhWdf4nD7IYdHu3z72/+EUbfF53c+57nrL2HZLum0iSBJzM3HDIZjHC8EMSKrq/iRgOs6zMxNM7Jtivkc/domOUPBRkFXRWQpiU1utVpMxhYry4soqkKz1eUX73xIp9fn8sXzfO1rb5PLZgmjhMl07vx5RFGk2Tr+zQ8e3dQIgwARIflPJkYQYGK5xIhIkkpM8tJqukFMD0FRUXSVieXhuQEhMYKgISgyGdPk5WdOo0gimm5g2S5+EFIsZZEIGY/6NOt1TlbThKpHezJgMnZp9j38IGbneExKkzgxl6c3clmeM9g7dAk8aB8LKLLCrft1hk5ivpQkEVUVkaUITUkaguliiigUiHwHQRVRJRFHjJgrG+iqgOW4uHZEzhARI5m5aoZqOY1sBPTrxzz94tfoDwcQWvh5hSBIyGuCCF4c8OylKQ7aPToeVHM5CpKGZAgYhsjDh+tcu3QawRc4bnbYPupRKhaYrmbZ395gc3sHRUtx6uRpdnbXGU5qTM8aXD//FIQx+80jlpQUC/NL3FvfxQklPNch9lzk2GZ4POEP/+g+X33jOU5VpqnMLKOnsiAlnp2ImE6rSTqdIq3LNA52KJQ7zD11jW3HoVZrUMiqlErTKEoKNVNgY3MbU1colwoYZprQ98jn8whErC4vc+PuI1zXpdGsEwQWod1iYbbIYGJzoTyHaWQZDnq0200kUSCKQXmihQHwg5iyqeG6PpqqYLseURwDMZGo0O8P6bYaFIslUoZJZWqW2uE+2XwGz0suREOXEVUZWVIQDIXf/u03+fEvPiMUFaIgJIpBlGUEQoghlc1RyqeRZZnZqSIrK8scN7tY1gTDMFBl0HWZ8cDDcT1kWcJyPDZ3apw5MUcqnafTaiG4AYqiUqpUSGcydDtdXNulNXJwwxg3cCnkC3z19a+QyeVZu/+A61cuMP/VL3Pz7j2ef+ll1u7d5z/85f/E9s4e8zNl0tkCuXyZer3B8XGLSqmAdKjg4mPKEu1+l0bzkJn5ZZq1xwS+zw9/8gNee+5FTp9YZTQZEAQRgqRQzCeXm6qpaIpMsZBQEcZji8nYQjEyLJTLWMMBeiZDFEQUp6scNzvs7R9g2Q7jiUMYRZw8eQLLtvl3f/I9BEHg9KmTvPbqC+RyOcIwBJ7QLMKQM2fPMpn8PdzpnhcQxQJWEDPywAtJJNqqjCRK+IFPFILru7Q6bQRBYDIa4wchsprMYx7vN2k2u/S6A9Kmjj0cMxnbxHFMFMfIskQ6ZSQP3WRAuzmk3Z3Q7XgEkYhpplFlg4HlM3E9OmOXZtdHEiTqLRdJEJivZBhaAa2Bg+X5xFEMYowqR2QMEUmUyKQU0obI8myWhekUuqbihyH9sU8cC8xP5dk+anHcG9HqOWzVLeodm42dBkLkY3dddg97mKqAoupcvXKehdk8Kws5igWNRnuA7U9IZySUWKaQ0xL3rqIgIJNNGRwdryeZ02MHNZXj9MkV3nn3V/zoZz9kZ3eNSjbGsXp8+uknbO7uMxxH9Jsq9x7dpztosTCzipnKMzu/hKyniQCr38SUxhhiQK87QFM1ZLPEeNDFtSfcv/kZrUYdx/GIY5HK9Dy+53H+6tOcvfYU+eo8dr/JwkyVYt4klzPR0xUy5TniCNKGyuLyKq4X0+0O2dmvE0cRiBILsxWW56uMunVCf8zJxRzT1TTXLp1kMHQggna7xcR2f41DjaIIPwifEAoTlbsUCoyCAF1XEvEhCVBsYbZE3/Jo147Y3t7Gti1ULY1h6Ozv7BAj0mnsc/PGu+zuPMLIKUxNr/LpzUfYjkMQRgiSjKpIyEJI2tR54bmrvP3m81QrFb7xjW9QKBQZDPosLy+haQpRFDI7M8O1y1eIoph6rYkkyXR6I9575z1+9pOfUdtZ4+TpMxBGVKdnuH79KhlToNGf4PghYzdAVlRee/VFnnnuWY5qx4y6Hf7BN3+H5ZVlfODpZ5/F832mZ2dQBY2UquDYLu1Gnf3dR8SxhyTE2LbDhbPnUCSJSIiQRZGPPnsPUZJZOXedoeuwd7CPrBk8/9zLrK19TrGQodPpMhgO0XWdaqnA3Ow0juPQaLSYnppClXxCb4yqGUS+h6pnCESF2/cf8M57H/F4cxdrOEGRBQRR4P1PviAIQl5/5Trnz6zywvNPIUoSvucCPEG0AE9QqNev/z0sE7YfEQQBiqIQA2M3JK3rKJKE67lAjOv7yIpAtVjGdR2CIKTXDzGNBKWhyoPk1PQDWrU6ZkpHEQXGEwtZlgmCEF2TCCUFwQUnhtbQZnmuyoOHbWamzaQnVnT8eAJRRG/iwUjEdv3k57J8XCcgm5G4tphjY6fPyPWZmZYZDULOLOdo9SwWpw0U1aNcyuGFIYeNIYoSMVutMnT7hIFEf+SRz8BcpUytPSDyI8ajGC8MSaVlWrUdpOw82VIVTZU42ntApWBwnBHxHBnfj4gFn4kTUsql8EQXWZJRZJlcVqS2vcbc6WtMJk1ufHITSfQo5VTSoUlKl9EqCrWWhRsqVMsyu3s9BFVDkBpcvzpFOlvF913mSimODg9pDYbMlBTKuQzL559CzRSYnplFQMBqPKZRbzEeDECQMLN5qtMzlCqzVOcNph0L353guxaqYVAqniMII3rdDrV6E8dPcpNu376PNbGwJmOiMGTQavD0c9fp9QZcPn8au3eI4w545tkXKBSn0fQUN9bafHp7mytn5/H8AM8fJ6t3IXmQgyAJCYjjmDASKBkariAk8S4TixhQVAXZTNFttpB1k36xyPT0NOXqLH5wwNbah9juGFlWkGSZk6sX+eJ2jXanB0JCQYTk+b14/jzzMxXGE5udow5f/tKbKIKPIWdotdrUDg+Ym1+kWCoyHg3JaALEAb7vMR6PCV2Lct6gUW9hu7fIVRcZj8fkHIsgCOkOPE6sLPHaay+wvvaI6flZ9vaPyOV1vv5bXwJBoNnpYKRSKKqG5/vUdrdwO/ucW5jCiUVqh0dk0hJIYbKWtifklxcpVipYVpee1UOUXEb2iL2DDZYWT7M0tYDnuHzw8Tt86xvfZex4bO+vMVU5Sc9xqJRLTCYT6vUGU5UyCwszPLhzhygM6HRrFCqzqGaWw6Mad+8/otHsJn+vlM7haIKkShgpk/7QwnY9FmYr5LNZ8vkcw9EQ3/dYWFghDJPNZvIL/CD8zQ+eREmZ+GAc10MVI6JYQ4xCdMNEtUYMRyOiWKLf71EqFjFTqSdfNsLQDU7Mu4ydkInjM3QCChUTXVfx3GQYLQoCruujKjIgsLRQwfVDbHvC6cUSj/a7hGGMG4REoUgYR6TMOOG8ygK2F7HXdkipcHo6ERSu7/RZnFKoFjUmfZ/BMEAUM2RTAQ+3uwThECIwDR1V91iaq/D5nSaOFyErAlMlCcvxMTSFk6emcd0Brh0jRDLNRo2TlUV8L0CQsqTyJ/nRT3/M3rHFqXkRRYwxQ4MoctFkGVWXExB6aJHKSByNdtn/+BDZ9MEMOTGXxYhl0qaKqsdkFY1qpczjoxqlssDhgYciyuRSRYJI5Qc//gnN9joL1TnGgwH54gxmcZql8xf58PN7zM1KnD6xjCwryJUqIWtkMyanLlzBmzhEYkTveJfdscfc4iLZbBkEqNXqjOtNIGJudhZZ1bj53ieEloMVhoSuTcZUcVyX8TDFaruFqOjEUchLr7zJoNuiVFlCVRVEWeFrb73Kv/33PyAII8IwIoyixHgpScQRBEGQYE2iCEEQkAWRiRSTEgVUNRmER6HPqdOr1DbXGQ06TCYDHCdHGEO5MsXh4SaDkc3KiZNUp1aJYoGzZ3UQBWpHRwmlUFH4+m+/TiGbYWAFLC1rgEBgdxhbFkEkMDu/yNTUFJ7vc+/ePfZ2Njg62EV/EuNTqzUoplWazT6yFON6Dh//6ud8/dvfJQg8jHSGt7/6ZWRJZGwH5EplmvUG3/jql5FkhU63i5nKkM7l8TyP+sEO2+v3adWOkBUV3cxQNWQs1yWMnQRnIYoIQLvdwExlWVq9yMVsCse1qdcP2Nl6yOLCKZ669hy3P/8Qe9yn3qjx2ouv8dc/+QHffPscw7GLZdnIkkAxn8LQBN7/5a9YWV7k9KWncFyPW3fW2NreZzyxcW0bTZaJg4hGZ4DtOkSxgGakmJ0q8f4Hn/P6S1cRJWi1WgiiSBgEuJ7zxOHwtwNlgb87R/Q/cfCkVImxFz/ZCslIQkgYxfhhMuAL/BBZknDtgIloJZnNYYhAjKIqCKKIbhiICpSKEpoqJ8bSJ8kVXiAgikAYPuHoyuQLBc6fEumPLA7rfS6vFPn40RGSGhFaic4iLasEYoQtBvhhhKFKrM6bZPIKDx+3gYiZqoGiiqSyeULJJGWmaXaOiBHpjX1yhkK1kGbiTNjZP2B1rsTyLLx/+4CjZsDIGqDLEmdPREzsAFUVmExcjjs9zsQek0DBMAziYoViVqfRs9g6GrJ/PCZlKAR2yJIZkMkLfH6rSSWvUq3oNMZDojDklDpLN+7jhQ6Ba1Brjzgxn2N2aYVef8CpEycp5TOIQhvXrxEEMv/tH/73dAddXD/koDYko1VIKTJjX6VYLHNiZYmrly8iCjGSKKCmSuSzadRUFk030VMZQKBQnmIminBdlzhK7CWmrlIuL+N6ib5q7+Ej5H4HZ2wjF7Oga4xsF8sJqWgO2/fu8+yXf4tm45gAmdmFFfojG0lRicOIcqnIi89cJq2LbG7voshSgsl4QjIQRYkwTA6dKIrxopipTJbjRp9s2qRaqdDptLFsl6HrIAURjWaTIJKYm5miVJ1jafUsmlkkJokXSps6s9UpylOzrK+tcf3qBY7qTdKmShSF5NMqURQQhSETy2FqepaZ2Vk8x+bWjS/IlatMz83zwSefMRwFmOk0vu8TuDYjRaa6sMD6xiFnLi4yM1thMOxiGjqSnORlHdWaiHHMc89cI5fPJ0kaaoSZyeL7AUc7j+nWtmm3jkBQWVo8wSe3HiHrHpdOz5JNGVi2j+M7SLKIHwS4HtTrdeYkhc31O6DC1PQCF5aeJwpD0rkSpZk5Nrc3+d4Pvsf/8p//57z7zq/Yv73B0uXTnD5zkvW1WzQ6LdxckWeefxEzl6fT67P5eIcbd9YQIwh8n9FkgKzouL5HLpelUC7R7fR49rnrPPfss/z3f/g/MBw7mJqAbKaIwhBFUajXj1h5YlH524oH4e+x1Up28TGO7SCJIsVSCtdySeUyWO0+o+GQGAHHdUAUiCIbhAhDM4i9AE1TMDQNP/CI/jYlwfYQhWROlJSyicgsMUrGiPikDJXeyKLdG5PXJVaqBpU5+PjOEAGJkeUhiaCrMFPWCQKZk4sFYnyKZZ1qSac38tg/tnFch2JBRJB0ZDWLFMnoskV76DJxa1TyEquLi+QzOpt7NcpZmeVZlWZHpj+ZcO/RIf2xz8lFjVbH5cLJWTYf32L5xHMIcYQoSERyFVUaYcUhc1WNo2OXiJhawyFbUpiaVijK87x+7Rr//lc/QlJsWnYXNwrRdYlQsljIFNF0k+54xHRlkUJhClk38YUaH3/W4OjRNq4bEIVw/tRZvvaVt+m0m5w4cYI//v4v8cMER/HZzbtcOX+KQj5HEEacu3QZ2w2AEElUcdwEoCZKEpohAzEPHz1meXGO3d19Hm5ukzUkgsN90uUSlMukp6Ywcnne/ZP/gKzr3O26FNpdFs7vYqby+J5Lf2QhaxqO6z3h7/icWJ7hYHcbTZGSHG9BfPJcRsQkavi/bb9kWUIII55+5gXkyEHTVCQhZjjsEMxPcbB7QONwl+nqFIKUhEeurF6m2W6RTqUxzRQQkU1nMI4bvPzCNVzXo5BPcfv2OjOzM8zPlHBdn0KxzIlT00SBT6d5jKLIuM6IO7drVMolZsoFLpyY47PP72JkDHpdF2s8IZMus3JykUJ5mtmlFXa2Nrl45RqWNWF/74D52VmuX79CvdGiP7bQ0xlcx+HoYIf1B7dot2ucPrHE+TMXaXdHSGqKXLVCZarCwBqxOpdjOOwyGgSk08m/D0JMu31MuTrF6snzvPf5L9g/PiKKBCrZLL/zte9y8uR5spkCo8mYMAz5/d/7LpO9Y6ZPn+K4Vmd2dolMNs/c4inCMGZ7e5c79zfotnuMxkNkWSYCkGWa/S6z0zNUKmVKlSm+/Z2nKBZLGIrEC88/w8ef3eH1l66gRC4g4/k+mqoyGg4wU+knVc9/bLl+o4NHU0XCOCBWFVKqCGEAsorrOoxGI4bjMV6Q2KoFScLzAwQiAs9H180nmVCJVsYPI3w/QpCEJ/2fgKknwkPHcVFUkSASUBWRSBQ5qvfQNImtxhBdkdnYcMjpKk4EmiagSSLz5TSy6mMYKiPLot4ZE/sCaVOk1fXpT0IIBQ7bDWzHJZNKoysqSl5CFENShsj50ymOWof86lMPyw3RFIHuIGZ1JoPty+wdOyCEHDZ80qZIGPsc91qciCbYvoRpanz59Zf57/7ogCBw2D2yuXY1Q6cVghAgCgnBbWwNmKlMszxXYTjpoyswsGymywaapGJZPnPLZ9jY3qaci2kOLO5+ts7u3mOarRZBGLO4sMTXfuttzp4+DcTMz80QhxZiMOaP/ujf8q//1b/k3oONhIP0JC8+XZhitH2XyE9zcHDA7Qcb/PbXvk4Y+siKijWZsPnoIWfPnODWrZuIsowVRjRDkXPlEq8+8xJ39nYY2S56IYfd7WNHAYOOxU9+9gN+/x//L+g5DrEQ4Tp2AkqPQsIwImUoWL7KlctX+eJmknMuiSKxIP7avCsIIrIsJj4g38UQbfa2N5hbWCKTTlNISYhhRLvWpVzIsLS8xGBoM7FsBEFiZnoaVVYIohBZ0nG9gKlKhf1aHcca0e+PeP3NL+M6I0RRZOXELEHg0+80IU60KZpuMDu/SL7kUj/cY7aSJZ9LM10t0eyP0cwMk9GQbnfE9HSRvcMa03OzpFM6uxtr+JM+eR1G4zHt/hgznSGMoNtu8ejBFxwfbeG4IbOVGcZDH1VqI2sKjgCnzp7GchzMXJ5Hu4/Z329hex4lV6aY1RBQSOsGh3v7XL52maXpBbZre8REHPd6PFi7yaWLz2Ct32PU7/Hh+z/lS1/5FsH8AlEcsbC0giBJpN0pfN9nZ/eAB2ubHNTqGE9mY7bv4wceluNh6iYL8/O88uqrVCrVX4P9iCOef/55PvvsC3oDi7A3YHZ2MfFhRiG9dp1M9ixB8Lcbrr/HwTMcJWHzYgyuG6PKBrom0my12T88QpI1VE3+dayJqohErkPo+ogp+UkpDdm09gRglXx4QYgqywSRgCzFaHpyExuGliQuRBEnl6t4rsdnD47oDm0URcAjwg1j5qomQhSTSWk4LsiChhdZOA70+z7troAbBUiAZsQM3YjeaIhAohMRiHnrhYsI2IjihHo4IhBiIgEQRdxA4LjXp5rPMFNQCYJkgL48b3LU7lDJ5dg7fMTC0tOEQUDKNPjGV9/g33//h0hSROhHVCsy/VEEoUC352GNunR6bVxviCiH+HFMNqMhSiJHnQmXTr5Ir9/AUCCdz/H5/TqPNx/R6h5TrU7xW19+i/NnzvFwfYNO85hCqYwkKxzWHtNtPqTRCajXjpFF2K+1WZZkivksKgLNzoTNL36AjMyFp68hSwK2H7L+/i9pazl8KcWf/OVPOa41OH1ynkJ5hlC2uHz9OR7euYGZybBda7A3yJCmhxf5xHFIszNge/0LRH0WUQRBSji7mq5z5/4mr7x4ncsXTtFp1kiZWoI7eUKqjKMkrFBRFY6Odpgr5cimStz59CNOnzvP5uYjxnZENm3QrtfRDQ0VcBwL2/HYPzji8LDOdUVgamYRQZSw7SRuxw9DIs+GMGRucYnAGzE/N0dMTK/TIg59dCNFHMdIsoLrOWQyeQK/yeJsBUWWiIHlxWl2ju4jeYni2bFtfD9AUxX+5m/eIa2C6/XpDAb803/0bfqOiijL9Hs9uo197q/dYDJyWJmfQxJEXM+j0Wxipk9SyReopHJIqRJ7B4fMzsywu7uNJBl44YRWP0BWYtKayMRxCEOb4+MGZ89c5aBxiOMHhFHEjbs3uHD+GitnLrJ97zP8yMZzHRRFQQgivCDAdy3q9Qbrm7scHR5QKRQTNbnnIioKp0+fwg8CoiDklddfZ2F+AVkSkUUBPwjoddrIqkqhWOFLX3qDTz/9jGefOsfjvQ7lYo6cERAKMXu7OywsLj/ZXv49Wi1VhigWEGMfL4zpDcY4rk2n1wZJR1bNZPEpQBzFCMQEQYTrWLi9Doszs6RMg3qzldACI5AALwAvTAL9cmmNyPaQJQnf8wnCGE1TqRSzhGHAqbHD/c0mggRiICDHApIA6YxGKASkMgqu79MeuLQ6AQVTByFCIcLISaRTEnvHPr4v4DpeksUUx4ycEM8Z0O73Wd91kWUR84klI5XW6fQn1NstRCnm/GIRUQkxTYn7Dyds7B6z1ejy3amToJfRNYWV5RW+9voF3v/iIZ4foagJe6YklXgcj6nmsmTSeaxxQLvjoqgxpbJE3XZ57vJXGPUazFXPYOUiQrIE7gb+uMkrz7/IN77+u6iqyvrGBpoi0Wk1KE/NMh53aXWOWFpQaPUC/uRP/4z//X/5v+X2/Q0818XzAxRJ5PL1F7gf2ESCQVGV6HZafP75DbYfH+DIOqapcXCwz6kTK0wvniKfL3DiVApVkcmWyvzFD97Fj2JSsoRju0RxSCUnMVU06HdrvPDGl/jJz39ONp8nl0kjqwrbezVOnVhkulLAdT3iMKI6U+ao3gAiVFnBcixGnQaXTp+kOr/KZGKx+WiLdrfHcDDk9toOpqGwWM2Sz6SYXj7FaOJjOw6O4yKKIg/W1qnOLBGGAaZpEiOg6SbtVgPLcYj9EYqUoddJopcUWURQDBBFFFlHEMD3bHRVw0zn8ceJAzuOY0rFHIauceH6eWJR5OMPPqHTHXLqxCJRFPHo4SbZTIwE/PAnv+TUygqTfodu85CXXn0F05RYX3vMZDxG11VyqRSUCoRhxNqjXWbnphm5NS5ffZoHDx9y/fp1fvL9HzCdzyf4EDFgYFtY45ickSRvVKpTnF06zcb+Fo7gEQQ+d+98yjPXX2Dl3BWm5lZQVB1rMiYMAo5qdWrHbdbXN4iCgJHj4EUCsSDSnQxJayZBEPHMs8+xsrySpNYCELOzs0un3SKfMXn8eJM333qbS5cu8cknn5AvFMgVRCJEep0hd+6ucXTU4P/83/zXxDH8Jwqe/0TFMxwmREBNo9U6ojuwgAhRNBBFFS8IEQUBUUosCLEQgyyDrBMLAWEY4cQe2YyBKEqMLB/L9YkjcLyIKApRJBFdEf+248e3rESIFCXROaeXqohxTHvoUmsk+VmaKDMa+zi2z/JcjuP2mN1DC98XME2JkR1w5XyVVmfEYc1msWqyfWgRxA6un5zE79+8TxwlZWEYJJVZREQUihzWxzieT8ZIJhH7DZvByEUURGJELC/A6MV8fOMD3nz169huMny/eOlV7j86Yq/WR9MCcjmRzzb3yYsmUhjy//6f/ph6p4cQxyznUmi6ipwyqNX22d9zmK1KrJ46wy8++IS792+RkqFzvJ/ctq7D4vwMvucjKTLvvf9D9mqf47ljDEFmqqRy1Dxi4/EW+axJNptNYoRlFVVVmJpf4qN33uP6yRnurD+iUW8xiqDfbDA9XeHp554nlUpzYmWVfC5LHAY82m6wMyiTXv0SZet9NreOcVMGvm9TyWsYhsZxT8Ye97lwepXHewc4qoKmKvi+x2df3ON3v/YGZjZPXO/S6zTJp3WGgy6apqEaCtXVp4lkk4knkM5XGIwtNrd2EKOAuek8QuyzfGIWVa+wfTxE6zqkTQNFFhOmkFZkPB6g68mhQ5y0cKurp/EDD88eYZqZxE6gJoJYRdWemEMDPNdBlpMonnKpwl4/qRqFJ6v9K1cvc/LEImEU0x/5PN5cp9frY+oJavTZpy9hKBKtbpsz58+ysb7BS6++Tr40RfO4znjYRRJFNE1gNOnhhx5imMK2bLqdPns7W8zOL2GmUhw3m1QrWYg8DF0hjAYMxjZ506SUy6PIIpFnceniM2zuPyYIQjRFA0FKIojzVUYTCzNKiA5xHNNqNKgfHjO2LTTNRH4SoR0Rszw7z6uvvcbpM2fQVQX5ibxhf2+PdqvJ0tIikZ+iWJ5m7/EmR4eHrJ48xZe+9CZBMGFr94h6vcXu3iGCEFPMCUxGHVLpwv9sw/X//+PvFBAORyMsa8zO3g794QTPcxGQE0NolHB0vSBJcxSe8HMEMQmbN7UUQRQiiiKmmSKbSaOo8v+sZ/zbfX+AICWfD6IYRZHxgwhRFAiCiCiGxdkiJxeKaKqEJECz5TKxQwREZFGGSCCOEn7OwlQKU5M5OrbY2LNIp2X0TIwuQSmrkjWT7+U5IZYdMJ54uF6I43r4XrK1G4w98mmJ0ysZBISE4ObHSDLousCV03nKeYPAdTk6fIShKcRxCILCW1/6ClKscNwO2NlzMWWJy8uzZE2Vo3oP0YeSquN7oGJwfvEMSgxL8/NYvsDEsnDHG8RCQH0Ssba1z+OtxwkgTJJ48PAu/+2/+X/w0efvYk1C/EhmaHlMFZJb5o//7E9ZWV7kxu17CIKA5/m4rsfCyXMsL83yqxv36fUaLM7nMdSYM6dPsnLmHBfPneGNF56iVMjjjIeMB13ubxxjxjar2j5pVUIwCwShQi6dBWT2ayH3Hu7wV9/7c2xrwOxUhcl4kmhfhj3WN9bpdNrossT+9l0ebW5gSg6z1TJ6ZhrkDHvHfVTNoN9t43sui0tLKJGP5w04vTrHU9ev48RF6h2L8WhC4HvkcxkUOUaWYuzxiNrRIYoiE8fRr0MEVUUlbaQ4Otjn4598DyOVxQ88VM0kjmNcZ0IUBkiyytHhBh//6k84OtwgW5pL7vs4wo01lhbnEvV+HHHm9CqyotHqjpFklcnE4lfvvs/tG1/gjG0O9mtce+oFStUFBEEmly+QMlQMQ6U/6TPw+hyPehx3dontCe39fYppA2/UJpNO89TVq2TTKcQnL6YqaxiawkK1QhRFhL6PO5kgSfD0hWc4s3KWb371O1y69CyO6zGxbMaTCaNxQjhUVJnZ6RyKYWKksoxtl8FwQqmY47e/8gb/+l//Ky5dTDjPmpzkqt+88QW6JnN6scpHH7xPvz/GsiYUqtOcv3AO4ojV1RPcufuId9//jIODQ/IphbMnS5w/tYTvO7hBSN9yf/OKZzyxGE8mCITEgoiuqQS++8R79R//aBhGxAiEEclJCxi6TrlUQJIkEEQs28J2XQxTwnMT3KckitheRBoB4ckQ1g1CFFlAU0RkUcHxfGxfIooFVhdKHB51GYwCcCU6oxGyEmNoMrYfcXm5QBzD3rGNrEVEEXRHPiPbJ2XKFFIppDhAVkXGk2Qj58WgGSRzDztCFhL/j+cFNNouQRzghwIZU0Q3JDRJw4tDNFnmuGsRrz2gUJhCTU8jEVMsTfE7b73Gn37/50SRTxjHjGyb6VIKdb/FYqaIoasomoJhZtAFiUa7jR/75KtzHN+7xdb+PtNllTB06fQCvv+DP+XrX/sKt++8izVJUU5niUOdtKIhqTF7w0NME5aqKtvHfb64cYOZahXX9VAVBd00KRXTzJ86y717dyjn0rQHNk5wiHNs87WvvkUuk+a4XufRg7tcvXgOJ1IonjzDSa3DWnvA5rFLJpPCdyzc0Gdtb0gYucRRTLjj0hl0+d2v/x7lfIrheIzvd/H8gO3Hj7l48QInTy/RHw7IFqqomSqCpLK5+ZjtR4+oFPM0dzcRQgdRmFCZKoA8j6ClGbkS+4d1cqZC3pRQhYBht4aMB6HDeBSx/shB13WWV07i+T6iKCVUxyDAGo+4/tpv0e/Wyeansa0RsiSjqjoHB+vcu/MB7qRHMZPiw/f/in/0+/8H+u0jFFFMdGxCso2NY4G0GnP6zFlufPoxw7HN6ollHm88wowjvF6LpqFx8fI1GvUj1tfuUZkqs7h0gv5oQOdohKnGGLqCM/Go5tPEkUwhl0bwPQJ3xN0PP0fDRU4nFV0cwuJ8HhkDO5XG8m1UVUBVNRZXz7N6WiKKI8bjMVEco6kqpqYm5mNZQpIV+o7IyHaJRYVMyuSrv/UGxWKOlGkiCwG6ZhDHMY3jOq7jUinlufH5Z1y/fI5r159m0OuSSRuceOUloihA1xPXwpmzZ2jXtlCNmJSg4NsW8+cuEMcxf/rnf02lUuY7X3v7Nzt4RuMJkgiyrJIy08RCQhkkBj8EL0yauTCOCcIE7hWFIjEhndEE2/PQNI2MqdLqDUinNYhjHCJcP4RYQNUkPM9DUxQgQMmkcGwHURJR5EQwOGiOaHQnGHLC2cmnZLpugBuE3NsdICMSCxGbx0Mmjk8sRqQ0iaEdMJxEiMToSkRn0qWSSSFJEumUiueEmLrI4rSBmRL4/E4/GYqJSd752LYpVxT29nxeuLJEHIls7jXp2D5pWQEhBCHmnfd+wWuvvI1iFpAlOH3qDN/9hsc7H3+CQMh7D/fJ5mRMUcCUJRwnYG5+lkJaZuwHHLWOefHZZ4jjiA8/ey+5iSWB2YpKNiWSz0y4eeOv0DQRQ40QBRldzGIYKm7kMZXPI0UuJ+c06l2fP/+r7/Hf/J/+a764dZfLF8+RS6fpdvqcOHOO2sEmiysrZLtD6p1dNF+mWa9x/+Y+iqLw+htvUq1O8ad/9QseTSQetzZQwzGyJDLqtoh8D893KRUKTKwO02UV34GluSqB75HL5Rhax1w+v8ru/gG/+uALdCPFiRNX0XUDRdOZ2A53b69hNY9QIwdBEplZWmZ0vMeJ01ew3JhHW4cono0mS0hEKBKYKnS6bR5tDCgWs8xMlTBSOQYTn3azQSadBiEmX0joe1Ecks6m+N5f/4/IUsTvfed/jaoZtBrbPLjzIaNBh+iJlmjiuAixz/bmbYrVZeIoJK+nONh9jKbINFttjuptTp09x8bDPPVmj4XZMnoqgzE7y6uvvYGIwINbn9NqtxFFkfXNR0iuQMsKMNMmFy9cwHMnfPbFA7Rc8gJ7gYMWTrD2dlCjEBefcjZNHIvIyOTTWURZJB5NmFk+TXF6gb2jNgdHLS6cXU6ge6KIriqosowkiTjWiI9ufMCbb32L4WjC7FQZM2Vy/txpJFlmMBxw89Y9Vk6c5Nql88QxHNWOmZ+f4/7dba4+9TTNTovpaopTzz6dvPBEyJKE47psbu0w6NQ4e3oZWZWYjEKmZ6rMLJ8ABEwlZrac+s0rHl1XkEQBx02GsrIsEoQhqqKQSpvU2yNUTSSOE4l0HAsoikgYSYRBxNjxsb0Qy7IxDBkJAVEUMHUVAR+BJ2FsMUm7FkfJhst2EAQxOcwkkflqhjiOuLPRxPVD8gUVKQwQfQHfi/FIjIDNkU0cxmiyyMgJnjBeEiOiH4aoUkylqrC1PySXlpkvmaztDCnmNFzfSzCpKhiaQhCK2GOfKBQQhZjtgz4CMbm8TBzD9o5FtZRUP9vHfeyf/Zg3X3kNNVNCVRVOnLxIKZ/j+PAujVGPz+/3MX0R23cxNAOVmHqrwYnSOa6uXMYwc6xvrjEaT4iiCF2VmTHTzM7ICJKLKscEfkQYDfAjDVERCcMQSfIppRU0RSOOQ84tm9zenPDBRx9SzudotRP7w7lTS+i6xslzl+m369xa2yKfW+Urb7zKrZu3efq5F5mdnUv41IbKU+eW2PjRx6iCjeN5dBoNwlggU5rlSy9fxVAl7t79ECEe0x9JfPmtrzMa9HGCEENTWV29SM5I84sPPuOTz2/yD2bfRtF0jhstPv3iHrGsEUxG5GMf4ohceRo3lKh1bNIpE0US6bS7rMxXyZgSmiKwuXWYJDnEIsrE5/jhGudPnGBh+QxhEDHo98hkUriuzeHBBh9/8ksMAnKahBNE/OSnf8obr3+LW5/+AM/zkUQBAREviBDCkCiMeff9H/LP/vn/keN2FzOKKVZmGPdbVCpl5pfO0jxa58LlS3z+6Wf0hxYnVk/y4kvP8ejeGq3DPbLlAg8PdhGDFI3WkGq1wHhsMwkEfvLTT5ifLTJxBEZChjOLU8RCQHl2mZsfH1FMpwgjgaEzZH5qDs+e0LGH5PIV5s89QxRH3L33OQsr13nz9bN02nVUVUm2cHHE3sFjctkC+WyBjf0dindvsrQwx/rGOgvz01iTMYqchGD6osK9hxucXl15kgLic7C/S7GYJww8nrr+FKKY0EJFUcTzXHZqNQ4abYIw4uHDLb761svki2UESUGUFHqdNo/u32WukiFlGr/5wZMM6iQ0VUPTVERRQFN1crkctjMhJk6C7sIQ4kTinRDnkt/HUYQgJnMf2w6JQjA0CYGYtJ7YKpJv8ySFQABRBFWVn2xPYlKmjueHLFTT9Ec2646D5wOxQFpRCOWIoeNBFBPGIXEMKUNHUUTGtkcshgRxTOTHaIrIUcMljn1iQrQnX3vveEhv4OIEIV4IrhvhhRGiCFldwHVDtg66lAs6ZkpHiERkKUZXBWRRptkf0hu1yH3xKa+/+SphmEMWoFxdIpcrkd2/TRju0WyKHBz3OJOWGIw7SKqKZztU505x1O7ywWefIQgxuiKQFXUWSzNkMyqx6PK4u0MUxhCLiGKApDgQxYnfKQpQRJ04Fpktx2zu2/z0Fz/n//Jf/VfcvveApcVlfD8kCAVyxTm++Oxzggj+i3/xzxCAqalpukMHRZYYjC2+uPOAR4/WyeoBYSTTbVtcvPoULz97mWIhx8jyGFoeV555m5/9+EdEksrdB5tcPLuK0xsQxgJxBKfOnOa48QDHazEc9OmMfLa3t9nb22Cq4DA/lQNhgYnlgqBgOy6Dfh8/lyWlCkRpDd+1IfRpNruIqsLSyTNcuHSROA758z/5c5rdPplMnXMXr3Owf4DjemzvbpHPZ4kCm0w2hxu6yKJI83ifmBhZy2IoLo7vQywgiTFe6KJIEseDEV988R5nzz9LLAik0xk6rQZpQ2WqWqZ5+Ij56RJrKZP+cISiyPybP/xTZAIun1tifbfD0aGNKHhIksJg7FAsFjh58gQfvv8psjrEsQc8eOSQMSQq1RKDXpOnX/4Kk36bwJ4w7LbJmiq2oVIuzDK2bLa2HjI1s8yZC89j6AbjYSfxQ4oCB0c73Lj3Oe1em1wqx3e+/o959tpzfPTxL/mn//hf8rOfHnHlyhUGgz65XAFJEfCeYGlv3rnHKy8+xzPPPP2km4meeDMjJEkk9AN2D+vUGy0sL0CSZSRRpDy3hO1BWVZ4tLaGkU6zuXaXMHIxVZWM8XeOj//u4XI6naZYKJJOmxDHyJKCJItYlkV/ZD8RfiV4A02Vk75SSKoaRRbRdRXfi3Dc6NeHS0RSGiIkmdQhCmEIqqYQReD7LrquE4URuq5jWd4T34rAymyelblCsubNGBBDWpWeEOSS7ZQui6iqgqaq6Eoi05ckAUOXMTQdBIEgEGi2XQ4bE04tmdTaNo1egISALEgYuv7rlaCuSuSzIjERihxhqDKyAivzBaqlLEEQkklrKJJI27K5cesThr0aAgJRFKIZWRZPvcTzl5/j4skM5VkVLx1QnIWVkycIUOjZEQ/WbhM88S0FgcBCuYQiifQnE3RNYiabISYmIkSRQZcCNClEIkIUREZ2kh0vInD1VJooDPjxL37JqZUFuoMBnd6AseUgErNy6gL/2Xe+xWef32A4cemMXH70k1/w03c/5d/92V/y/vsfsL+7T6vTxXMcfvsrr/ON3/4SlanpBLdQyKMpMopmsHTiDO1mk//w1z/ke3/9FwnQbTBGlkX644jTp88xVZK4s95iaXEJjTorMxavvnCR0+dfZ+jL1BttXMei02ri2ha721uIkYsqBjx6tMn+YZ3j1oBT585z5alriJKEJKs8/+LzRGHM+tYmzfouoqwwGY+oVmZZf/SAp59+k1iKnvARY8rZFL/42Z/y3MvfYmDbeEGIpqjIsogbBgnfOAr58c9/RNrQGI+HRFFMdXoO3/dpHe8wDhVs1+XytWsgSnR7A7RUikbP4fZGncPjLppqEMcCumEwNzfHcy88Q7Wc5pU3XqbR7GNqEbLgMuiNWV05wWjsIIoS24/v0RmNmD91herp5xFSU+zubidpvFOrGOkiUSxgT3pockAQuMRxzEdfvE+92cDzQ5qdDjv7WyzMLiEqErt7O3zta2/R67TI5grJptPxCP0AQRJZ39pjOBojPHlvZUVOhJ3AwcEx7316h4fbB7hP5riO66PJAk9dOMPhwQGWZSGrEUeH9yiU8zx1/UUUU0NVlN/84JEllUK+QNo0cbxkqCwIAt3hBC8M0TUBRRYQEZ5EsyQ3nSxJRJFAEMRomkLKlDF0GdNIetA4TrgdMckATxSFhAonCIiSlMjnBQHX9YiAMApRlYRtfHa5yFzBwLZjwjgiEERUSUpecllmupBCU5KE0ZAQzwvxw4S7HD3ZeoiixNiJCWKJ7jgg8iBvKhQzBueWKixUC0QkCmk/TIys2bREOqUQhAG26+P5Pu3eBEURyRoaU2WD2eks9/fq/Oi9X3F4sImuSvhBgCSK5KfOcOnKG7zxzFVWZypkS9NMLSyTm10mjn2O6gcIJCvQlGYgaRoj22M08mj0+jhBgKomFocoDCGIiKOYXs9lNA4JgmSVLAClnEohLfH+hx9hpnMM+n2mqmV838cwTVZPnuG9j7/g05trrD3e5cOPPmX/4IDPP/2QbqfFZDimNLE5sTDHv/iD7/D8M9co5xPG88gO6A5tHD+kPxggyAqD0YAgirDcEZtbm2zvHBDFAmHgMz1/lZOrz5FSJrz/s78gnylTnb7EYbtAs+sSeC6ePeHwsIZnj/CdEb5nc1BrMRxMCCKB5dPnuPTUM4zHNlGUCEAFQWBhZYlcrkCnM+Dnv/w5gT/BTKeJAp+L55+m36pz4tzziLKIosh4UUirc4zv+8hGEdv3ECUBURRJ6wYTzydJxg345KOfkctkiKIQwzDwI7h37yGj4YTRoEelXCCT0hmNE4/i9EyF3tDCdnyiMOb69av8kz/4JteunqFazlKdqnBqtcpLLz0DooBpCEThBD/wmAxHPLh7G0nPkCmWiCWRX33wEyzLZnbxPIuLpwhcl1Z9G9NQmZ5d4r3PP+Fvfvl9HMfl2asvJOmjTx6Adz/5FaIo8sqzr9CqHVEuZmk1aqiKgj0ZIqsKhWwaKYyQNYXb9x8iSRKKIiEKAq12h/c/ucOttU0cP0zEmW6AJksslTMUdZH93W3KU7MYmSqmUWBl5RqF4gy7u/tUK1VU7e/RavWGIzJpg/7Iwg9hOHaw3ICYiExK/XUeVChAGCWbIYiSaGMlIcxJYvJ5RZaQFZUw8J5sCSKE0EV8AqCOUVE0DUGUECUl8fLEMaKsoMoSQhxiD8eoIizOFdg6HiSzmChGkgU0RaGQNZjKa6i6zJ3HbRzPx/cSuougCgzHFpEXIUkxQRRzULNJpyQcP0aKQsahzdSMyO6ehySKrM6ncf2ASS8ibcrERARxRBjEDIcWQRQzmAjkSiKKkua43cbxfWZSZe5vbKKpDouLF3HDRKmr6hkWTjxH1eqSzxWQFAPVDNjdWiOTEhFQKGYymIqMH4bUm31SuoKoGbRtm1gOSGkSYRwzdj10VaUz8LAclzCKqRY0ClmBUAxZXZBo3ff593/xPf7Rd36Pnb0DZmemsV0fWYhYmJ8jX6zyq5//jP3DOuXqFIPBmPn5WdSiyjfefhPNyDCYuPQaQ2ZKadKGytxUnrXHh4wnE+r1Gs3jOq7rosgxteMhh0fvkc2VQBAwDYNO1yKfX+WMbtFodjGyWbrHbYatHitLBqWcgUBIu11HVhQGI4vxxKU36vD2V17h6ouzCLL8a/dP4Lm4rothpnAsi93tGplUFqSYrccPeO65V5AVA8e2mFs+z/7+OvPLT3G4c5OcoZPVdN755Z/xta//S/7yL/6fjB0X23OI4pix40Mcc2pmhrLkoEoCw/EY08wwM7vIcaOHMxojiir4NqfPX2Tk3OHciVmuXljm//Nv/oILl8/y4gvXSBsSDx89pmcLlAtp4khA1xReff1ldrbuk03LzM9Ps3ewj6obpAyTK8++xMSyONjb4tz5Z5iMbQLfp9apowQ2pakZ7P4Rpplma3cD23NZe7TGU1evkc9+TG/QRxAFLMfi4eYay/OrbDsP+PCTd7l84TrN2gFaKoMgCpxamuHG/ceIsky92aLV7qJpMrv7dRrtPgiJfi+OY3RJppTVMXUVz/dodTscHdUpT01jj9qkU0naKcSsrK6QzeY43D/4zSse243YPWzRH7o4Tkx/5CAQJy0MAoEX4j8BPElCcsiosvhEgwC6KqBISdulqgqS8CSNVBQQ4whRSHxesgiu6zMejRkPxwx73Seu5Sfr7ShMxGGCRPwkFWBxOo8QhuiyxEw2RUzMyHaRZQlFSR7TIEz4yojgBxGWHdLoTRhPPPIplTgSGA4DqsWEhRwR82BzjOV5iGKM4yaDtWbPp9NLVNXH7Qm6rJDOyKQMkVRKJLRhMPRY3x+iCSZGBoLYYzRp8vEHP8buN9BVhf4widTVU0XcSMELE77w6vISZxbznF4qc+7EIroqMrItJEVBkBVcX4RYZmKBH8oExAREiEA+JWE7Af2xx8O9ATc2+jQHDuPYQVJCvrhzG9fzqdWOeLi5g+O6qLrO6tIiNz75kP7YYnpmhsFgyPzUFP/o936Xf/IPf49yqYwsiYhxyO7uPuub+zzcrtNotBAjj15/wGTYZ3vrMUIcosnJxdSfjPB8m43NA7wgmUGNJy47h112DtscHDUgTMp1XQ4p5jR8z6LT6bO9e0y3P0FWFJ66dpHq9FSyTwn8X7dLu5v3eO+9XyJIMkYqxfOvvICqmkiygOuHbKzdQBYF3vnwFuOxxdLSOfq9LlMLFwmiKBHKxR6NxgHl8iJj16FvOXQGFkUjw28//TSnpmfoukmscy6dRhBAlhWmqkVmpqcQQp+bN+/yeGOTbEqn12lRq7f5x9/9Hb761nO49pAPb20QSGlmpko4jsXDR1vs7dWxx10uXHqWhaUVhq5P2sxy/dmXOXP1GVqdDv1+n9EkYTgNe016rR3K+RRmRuFo/xYPHrxHt3XEi0+/giwLHDd2GI/HvPzsa8lIQkiMt3fWbgICZ05f5s7DB2iawmjYI5fL4bkekqJQyCeuedt2ebD+mJv3N58cOkmXISIwX8owV06BEBIJIIgShVKF5ZV5VCmJzk6l0iCazC+sEoQxhwcHHNX+bvTp33nwxHGiqwmfRNCGUYTjBowsn07foT/yGDshQZBUOXEcQxwihC6yEP16DaqqamIeDUOIIgQiRElCFJ6Is+OYMPARiRCiAD8ICSMQJAEh9hGlBJwuSnLCB0JgeS6P5cFoGFBI6ZxeLKApAjv1IYNxSDmvY6gic1WFYk4kCmJShkw+K6PpMroqkTVldDWBd106UWaubBJFMem0iKIKHNQnbOyME1+LG7BXm+A4IChJeziyQiJPRBE1UqqOLEjkMmlEIWRo97hxb5d3bzzmz/7qL/j8g5/iD9r0ewNcN8D3fTzPxXYDKlPzvPrcW1w8sUwpqyHKAYoCqiYz8X0OWz2GA5/V3ALV9AxpLYsgSQRxjGmKCE+0JmM3pDeCxrFMv6OQSsX4YcB/90f/lmevX0UVIYoiBoMhuirz9ttfodXuMfEiXn3leV564w3cMGI0STxPjh/g+j6aGLKzu8tBrUFr6LA4P8WgXeP+/XvUjuukMiKVkk65YDBVSiOLARtb+9y685DxxML1XHzXQhEiDEWgkNEwlJiHazep1Y/YPWhi+xHz87Ocv3CO02dPsbSyiKmbZNNpBCFJd43DkOP2PildTdJP4ph0NsuV69ewhgGSErO1d8jW+h38KOK9j28T+B5LC6eIgpiZxQuMPRdBEPjwg7/m9dd/jyiMSSkGr126yLNnzuAJWWbPv8BTL36ZfqfJ+qM1ut02CDAzO0chZ/DMs88zNzfN0lyFhflZBiOHcmUGVU3alM8e1TFTaQgDPMfhqDnm7PlryJLO2qMtRMkjDEJefPktVs5eYWTbdDot7Eki2PWsPpvrtygXTKrlDM36fR7vPEAgxFBMhp1DLl58hkqhylGvwY3bt/+/pP1nk2ZneueJ/e77+Meb9D7LV6GqYBtAo7vRTbYh25DNITkcs9oZzWg1O7s7odBX0BeQ3kgvNCEpNiTtTsTuzuwMh2yR3WwLNBoeBRRQNqsyK33m493x57714jxZ6FGEsBFkwlQiUU895pxznev6X3/D4vwy882Zp8zt52++zOPdhzQbs8zVm/z63V9y8fJV9rfzLidTisVGCX3ml6TV1HFUg4alZoULKw1c1yIIA5I4Jo4iOp1T2kc7+JM+lZKHP5mAkCwvLeAHEY+eHPHuB5/Rabe+sPB84ahlTDOwAZTWWDLHGMinScSUWi5Evk43LAMxXb3ZaAzbRghBlkaoafSxIfLuQ6sc9NPTgD/TkKhMoaXAMCWGyGfOLImmwHH61JjMshXjIOHcSoPdwz4zMxX84xaX16rEqeKgNWISpE8zvEdjheMY2KbB6kKJaslh92jAJEgoFWxmax62JTm/UuW057M44+Sz7rHCdjIKnmQwTgkDjRAmB6c+jgXVskWhbLC8UKZ3knv8jMdDjtsjHEfTDjVSW1iGYLf1hJ3DXZqFOa49+yyzy2uESZr75xsCt7bC1eoi4bgDIuTw9BjHsNg7TTBMg4JpEUQay3YoejUSqRE6IYhVrgxPFHGSUfc8msUSBcfk8CCgZBt89uAh208OaLdPcl/fcjUfaYKQgueitWIwiliardEfTTCkRKUJBc9GYTDyAzbObeKHEfcfbPHprQG/efsdWr1TtFbMVEvTm4+BKWyOOhHSMtja3uek1eFrX36OuXoRS0ekQY/904BxELOz3yFKTllbW+N73/oKnueByqhUG8RxRLVc4fj0GENKhr0WB4ef0Cg5yIKbXyxZRqfdRWvF17/xLT649WMs0+PdWx/z5GhIrT7D0UmX5YUmCwtrHJ3sYZcWOdq7jxSC/f0HvPzcV+nvP0abVYorl9lcXKPbPuadt99ma2ubKFVUZ+bZ3FyjVq1yfNKhXCiwMFPmpJWiDZMwjHi0s83haZ8Xblzm5WsbzDZKbO+cMglDBBkffvQ+QdhnrlbgxRdeoVybYeL7tNonoDXdbpckCRj1jlmYncGUBU6OHxAGIwquTaPkUiwuUGqs4xZrJFHIizdf5S9+9u9pt3YZDJ7ha6/+Lv/zX/9bHMvk2uXr/Ov/5/+FS+cu8dVXXudHb/7P3AyeJ8sSil4um0AK1hdnOWh1CeMUQ5jMVgvUyy5h6DMYhCRpiuM6oDNOj58wGnbp9PawlIlx81lm55YIwpSjkxbtdocH9x6CTjg+Hv/tC48WYqrFgkzna2+t8zxzy8xjZgQSb1pwpCFJkihHxQ2JzmJSlXu/CClRWW6XoFQOjCqdb7mEAFPmhSlVGpRGCEUS66kC3iKM/dy9Dp1vz2RCvVok9gO6g4DFuRKNchHHMWgPtmj1UwxpcdJLAIMs05hSUCvlhMbluRL9UczKQolayWE0TnhyNEIAczMeg2ECUmFbAsc2WZ13aLUDojiXWszWbVbmCxiWZNAfU696eK6FMjIe7IYszpeYbZgUZxosNF08W9MdTmidHvHWL7tUZud46UsvUarUiJIcO5JSYBZmuPH8d9joH3G4fxfDmhDHBv4kJkwVSX8Co4w4VdhWijQEM00bP8rwQwPXNKiVXYaTEFtYrMxW6ExC/vV/+//iW7/7O+zs7bO0EHJ0dMqf//XP6Q/GJFHAPQ0XNle5fvk8p+0O3VGMaTeZn6lw2p3jvfc+4Pj4kP2DfY5POkhLUylJZhpFKiWTrUcjDGmTaUWYgmvkXXCvP6bbG7K51CTy+zx81KLVm9CcmcEr1VmbrfLqa6+hsowoilhfWSXNMsqeheM5+GOfjz+5SxYeMg7GGKYBVpcLF2LGY58oinFdm4uXL/DTn/0EYfXwbJPN5RIPn7TwowiFxATmZ5doKcVMc4HDkwM+/uBn/PCP/xW7XoO1zUskUcgH7/6Gew+3GU1CBsMRhpREacb+wRGO6xAHPvPNKgvLqzzaOcBzHeqNOt2Bzze+/CzVkkOaCbIsIowCVBozPztDEnR49YVXCcMRE39MJkxGwz6ObdPpdhgPDrFtl2uXLnHw5B697jFKpBRsF9tpUG+sU6jOAjkkMBpPqNVmWV1Y5/B0n9+8/x7f/da32FxZY2Zmka3tLZIs5a0PfsPXX32dpeYqv373V3z7Gz9g5/F9anMrGKZFsyqZxDH1YoGKZwCKMAqx3ALhcIAU0D3ZJwgHjEYtLAQr1RmW1i8xHIVEyZhub8CTnR36/RHDwYSrN67ywsL8363jybVVmkznILFhSITMWcX5qJRbWwgUWRKBzrBcF7RGGibCMHMZxVTblavlBUiBIcRTo7JM55IJAYgpKJ1pSOLkzEUapoVPCknBtYhiRb1eQmuYnXVxhEvBsPCUhybEsTUX1qo5w/l+n+4oJo5jlGuQqZRyMSdISlPyyWen1CsG8w2TimuzezghURp/oAjjDJElVKqCqraJlcFiw2O+6XJ7q0fVs6CU4g8jUjQzdYv5ZhHHLLJQm8HQEUVPcnDSoT8OqNXgw63bxDrg+esXKZbncApN4kwjRUqqBW5pnovX5lkctDjY2+HkuM1pb0IcZ0RJQmRWSJXGszSrS00S1SJJj3P7zUnISWtEphSNsksUZxy1eoxGAz7tdvnZL39Nu9WmN4kJxxOyapnx/j5/8Vc/w3FsXNdj6+EDdotV6vU6e092+OUbb5BkIZ4DlqOwTMlc08VzLLa2AzIcwjjvfiUK21BYUpNIi/4wwD1fII5GKDSbFy5y/dnrhEHE6WkLPR3/DMPgkzt3aVTLzDTqTIKILFU8fPyENB7jFBXDcYIU8Mqwx6Vz1+gO+tiWycHJMZub5zk6vk+xUKJcMNk/HfKbt9/g5Rf+Fd1OB8u2qVXqNGZnSeKUazdeQWmYW1jjw/c/4Pi0xUm7R7c3AJWSZpokiQijmGpzFlNoLM8l05pup02hXOHkpMWzNy5R9CxKrkGWpSRRwkmrR6Yj6mXFxfMrVCsOm+cvc//+JzheEZ0ljEdD9npHNKsl1peXGLQPefjZO0zCMSW7gGE3qMyuY5dmsR0XDWRpkl8vWe4g+eqLX+ff/ui/4+B0l9FgwJdf+gaNmXn+3Z//G0zDYGv7Ea889zIv3XiVv/j5/8TB4R5CSgqeQ7s9Qho2z5zLvXts16PTzlX8pmngyJTd/V0m4zZkIxZnzzHTnKVQrmLYRe4/2ub48JjD41PGvRGbBYs/fuEa2805HNf+2xceyzQwjNxnRxj5Re84dp61pXNWiU5jUpXXkjPCoTTykUwaU+EewJnR95QJmX+JXBBnCJIY4iTDsfJ1uzTyLCitFHGcIKRAT71cLTsPJbMtSb1RYzIaMRlq5ler9HsjXri0zMFgRJZqygWLuaLDw50hYQidQUSSKQZBRJoopCEYjSOUVlzdaGBZmkmQIIUkjCKUgjTJUGQctaBoKy6ul2nWcmzo4DjkQIdcTsvU62Va4z7HvYggPWFpZgbbKNIounx4+wn397pUCiZ2lOCZFntHh+wdtzi/XGd9fZHFpatYdjXn80iBUuCWmqyfK7KwOOazO5/xeK9FbDeIUwgmQ4ZpRHcQsDBX59Klq6RxjExDLCtGBAl3HreZRBmW6fL2Ox9RLRWo1Oo05xfpP3qMFpooGKMx2Ds64Uc/fYubz1wgwWD73l0ePNjh6PgQx1U0a5JqyWJrJ2Gp6RKGGbPVIonKyaGZUmiVYRgZSaSo1T0mYUyzWSdKM8Ik4oVXXsV0SkRRhOParKwsgc54/8M7xElCuVhEqpSVhTrLy0uMeyf4/ggpBU2nSRyOEUJz985tLl66jlIZgR+jEJy7eI5W6wkqy88s0zSY+CF/8ef/nt//3h/Q7/Xwyk2CoM8f/OH/GscpcHT3N7x774RJlDHoD8l0BloTxWlul1qv8+JLL7K+upjz14Y+llQcd8dsrG8gheCz23d49ZWbpFnG6WmPUrlByQ1YWVhAC5f33n+Lam2WdvuUWn2e4aBL62QPx1acX1ti2N3n0YN7aKWxhUvJa1BuLOPVFp8alQVhAFo/FcFKoRkMxiwuzXPl/DV29h7w0e2PePXl1/j44/doNGa5fPEaDx495p1b7/D6K69zbvUiP/rpT/iv//m/4KP332X1wjNIw2AcBCRRgOH7FDwPnQYMOntsP3lE5A9ZW1hEiyYP9kYMYoeb1SZSZLSO9nj88JBZqfiHz2yyUHJQaUjbNFDyiwmEX1h4pCExDYHOMmzLzEWgShEnAZI8mvds9FFq6sszDVnL0tz+UgqRU9NlTlA6A7+mGBagMU2bwE9wTAk6B5vjOH3K8RFS5r9X6SnXOf+Za5tMwpSC59Ibjtk7bmEiKJddri7W+GSvy/ufdQGNVgaQsXvi4/RgbtaiOwzIdMrIV9PRUWFbJq5bYDcLaFSKtAcT4mnOu+eYZDrj8cGE/WNNoWhBJtAC4szFNGtc2ZjnwaNbHJ4mBH6XMEi5P8n5RAKTzjClPYopuDBTN7DNjPbJiEJBc9LZo1hocvHc81hWKRfiCrAcF8N2ePnVrzKK30WOI44fPGAcjKhVLNr9BCm76NhGCgfTsnHKdRY9E9swOOgGRElGhmZ2YZEkSRhNfIIgwHQyVhddTjqCYDzhow8/plop8vGtD+kPOkRRikDQcE0KrsHdRyOiSLN/EhOnmnZngBDmtKPNaNY1lgmd3gTXzpDS5uHd21jGM1hukU7rMXPLNzENA8eyaB0f8+Enn9DvjQn8kJ1JhNApx8d17t1/SLWWsb5ocjqI6PQmDP0Jti25/fAx4i//HWvrlylXci9pA0GWgLYFrd4E31coZbD1eA9hGBimSRzHFItNdJahlCIc9ZkMegxjQaoUYRgShyGlSoXnXniOSxc2IIvZOz6hMxgzV69xfNxhbXOdncfb1MoOtXoNrSSDUcKzz72I53lEwRofvP8Gjudw6cpzoHXe1amEcf+I+Zk6k+EpTx6/D2RY0sJ2PVRPsv78NwhDH2maSCkJQh803P70IdefOQ9ao1TG3FyNLE14/uYrPN59wIMnW6yvnmNtZY23/sP/m/vCYGVxjdXlDYIg5MbFZ7l35xG99jFLq+sUXJtWu0uc5LiPyAKSKOTo6C6T/im1whxza89y2I24t7XHJIho90cYpITRgIIt+YfnFlivFRFCEjoup7UZlGmQTEZ/+8KjtSZNorxw6ASDHNx1Cw4qS6fs3FyfJYQgjlLSJCWTU5JgmmK7DshpIKDQZzQnPvejz7+SLENKI+92RM4HykHsXH5xBmKLvPahNZiWiacVWWZQKzqMBmNKrsdpnLG5vMjRMOB0OCFReSGcWv4w13C5vFFEZwqlJTM1m6N2yAd3BjRrDuNRzoe4cWmNTx7tMQ5ChAYh9NQOxEBnmrmaycr5MvudMdVyESkMskhw89wMR8MuUZgxCobMlGtsrGzw4NExD3bbef57IFhsOFzabPLRnT1mukWcRsZgeMqt2z9jvrnC8vJlksQE054WecHlS+fp9npU7IxP7t7BdQRRLCi4cNofUS0n+GPF6twcRaOENG16k9zWFWFwfLjPabuDbWVUqxCEGYlOGQ1C4kSQ6Yw33vgpYz+iVjXxXAPPsikW4PgkIozAMk3iVGJITZqCFIpyURHFCe1uRqNusTDnkGaKsR8jxJgPPrrD73z1ed774FesnXuBJNVMxhP2Dk64d3+f1ZUyrm0ynoRUawWiNGLcTZgkCfVKlSAIUCrEMjQX1hq0+0PuPLhDpiTzM/O5107sMwz7ZIYNIt+MZllMJgo8ePiQ2WYT08q9gtqtFksrLivXX6P+8N9wOiTHiwoez73wPNevXUbqmP2jYz7bOSRVcH1ziWKxyIVz5xj2jvGKJWaaTTbOP8NcvYiUkv3d+1iL50gVLK2cy3FMlfs6PX68w42r5yiFNkf7t5iEE4QSlOwS2q7SWLqIzloolWHaNkppkjTfgI7HPrVKgV5vTMGzcD2XiR/gui5Smty89hJ3H3xA6/QJa+urnF+/yIPH99k92GZvb5e11RVe//I3+c43fpeDgx1e+vK3OT7cJU0iKgUXU2YUKzW63T2MKGB5/hxr558jxeSDe2/SH4wolQpsntvk9sNt5uuK5bll1poecRjRqjYYFKuMxiOyaPx3MwJTSmEbYBt5PIlh2UgjX9/mmw+FOfXNFcIgS/w8KjfKZQ7ojMj38UrFp3YZv1XWzv4m8P08c1rnhuWZUpimiRA5oJ0kGZZlTguSBimwLYNMGUgU7X5Ap5+wfdRnphLheCnj4QgHQcO1GMQpkyw3Hbt5ocL+sY9KMpp1l2LR5ca5Tf7mzS1O+kMyAcIRdNoxHz/Yp14zWV+sE6eKo5OATJtkSqAzGEWSNAsQRkpveESr45LECbWq4Oa1Ktt7Ywb9jGevrFMuV3m4fUKtUqDTD0hFxt2dDp1+zsa1UkXZ8BjqCXEac9rZZdA7wrMqDJIZ6jPzLM83qJQcXKsBStHtHdOoedy6t0unHTGeJCzO5xlIt+8fsdr0KNTmqZRt+n6CLTOGgzHD8YhG1aRo22iVA/8i02RphluEZs2kVoIoUzRKNpZlUvIER6cZtilz/E3FFDwDP0gQWmKaVs6bMgVHxzGlQt5haSWJI4Nm02X/qMOrL73O+vISu3sH+AKuPnOJxaUFbn/8AUEUoDJFfxAxW3fR2kArSaHgYVljXBuW5yv4QYBpaVRmcnjwhEm3Q8l12R8c06h6YGh2n4SkKbnJvJQ8eLBN89UaUuamX2maMhmPKBQrnLtwnu3RLstra1y7dplaweT4+JBPtw8ZTmLmawVcFK4Ekfncv38Hu1Dh8pVrVIol0jRkOOxy69avsS0DJWy0yjAtm36vx/bj+zz/7HPEkyF+GHNyfI/eZETR9Kg213Eqqwwe7mFtluBSiUQpVJYRRgm7+8dcubhGu91huVRkrAResQQ6w3Pz7larjMvnr/Pg0cfsd59wrnuVV174Mo93HmFbkpnqEpNRiyAc05iZ58KV65iWyeLKKnOLind+8y4vPZ/r3zK1zML8Jm6hjB+muJZkoVHk0eOMm89eZ25uBtN1ufPRhxgccP/8FczmEj1/gg4CVJpgi4xOt/u3LzyWIXBsA4FCT7uRNM0wBaBFntSYaaI4nh5ggbDspzolMMh0RhInedwNOk/5JNdBnWHGWikwBFJIMgRC6LyjkjmQHYQxlmkgpyv3fAmfS/U1BgVb8tHJkFRLtk8GFL0IspSJH2FJ2KyX2GqNCFPFzqHPOFR8+iik2XQwx4IHWy3mG2VagzGWDYNRRqKgOx7TGwnm6h7Nqo1tQL1SJFGS4SRCIzjuRZSLNobMiLMJUawIRyYP7kYM/Iz12RoPHx9w9aLJs1cXOToZ8Jtb+6RakKSa006EYcCn+23OmVUoKC6sb3JyekLZrbG6/gx39sa8/dE9VhcbKKVJk5iNlVle//Ir2FaE69a4c3cbuzlGK814kpCphCSLacYZNy8sEKcZu0djKrUq5nhEo+kxGMbEsWI8SrEtgyjTuZG+JVleavCLd47od9OcxWqahKHGNQV+EmOZmpWFAg8eDzBNwf5RSK0qadQMqiWTcsmhP4oYTXTu/BiGHB4dc25jmTiaUC25JCpPEq1Uy9y48Rw/+8WvKJZNolgx8RNWVutIEiwn4/y5Gr4fM4pSwiimVqqTOvn46scBg/GYxXqNIAsYjwwUKg8ryAzAoHN6QO/Q5fL114hS8CdDWqenzM5p1p/9Gt9f7hBHEXfvPUBpGMYa1yvy7NIyWRKyODfP0cEOhYLL7MIS51fX0EIwGHR4cO83DCcTNjeewTRs0DqXIAgwdUrFddn6+Nd4U47b/OqzWKdPcMsb1GYWQGWUnr1MJvIz++ioheO61CpFVpbmEAjWVpepDoYUZ0pT50yNFLlJnSElpmVz48qXeOvDX3Lrzvt8/cvf4sUbz7G395Dfef13+cUbf8E7H/yKb3/jh8RRhOMW2N3ZZnVliU8+fZ8b1zb51S/e5Lh9yutfeY3zl59DkvD40QM+u/cZ3/3eN/P48kGXtcU5er3z9Ns7bB0dcd4pMBn7SFLqJRfXK4II/vaFp+CAbQpUJqbYcY7NqGlKhGHmAJIhcnNsIab/IMmUJE0yhIQ0ziNV9HQ2lYY5HbHyD07p3LdWmpIzpDpv1fJtWKngoLRGZwqBeFrIJCClQiFolGwmccZ4nE67JkkmJOMgohNElAqCRsnluBtRrTqECRydBNSLMFOz6Q59mpUiUgaMRyp/3wIUgsN2wGgYcWGtynAYUasWSS2JnyQUCw6jcUxnFAqiAKUAAQAASURBVLE872BmcDqISDXMzbrMNSrcfnhIpx9gORAmGoRCYOR55lph2wZtP2RdFKm6DaSEURgwWy1ilua4dmmGnf1TPnuwixSQTHocHJxw+cIK60sVnrv+DFEEhjHi9t0nxImmWjExDOiPxrzzyR4X1mqwUCEzHWZTB1OK3Jo2zHEZ25BIU6C0xLEtWqchprSIp6+36IK2Ya7qsN9OsCxBrx9hW4Jm3WZkxczN2PhxgmFoLFvnOraKJI5VPi5MQn711keUCg5Pnmwzv3qBJIloHR4ibYtvff2r/OLdN+i0Q5I0o1RwEKYGnYLMuHRuk0+37uO5HuVCgSzNnQYtK+W04zMcJwy1T7NeAF2mOwiRGQTBGEto+p0D7nzwc9Yv3MR2KqSRT/f0FMMy6Y1CKkWP1Y0L3Hu4xebyArMzsyRhSK/Tpd89pFgq59awtTKjcY9bH79Lt3fKpQvXQMYoLUlShWeCyDQYBkd7WwRhhGNkVCo2wfCEhQtfwnFqWF6FwJ9MBdO5NcxJq8fa2gqddgdDCsqlAkKAV/CIPDefBoz8uvP9gDhJKBQ8kjRhbfUCn93/kOGgxcHhAdeuPMvO7gPeffcnTIIxszMLKJWRZBnBZMQnn96nVPT4oz/4Pq5XxCkYvPryS1y4coMgjDBMybvvvs04GmFFA0KrQBaFGMGIKxfP8VH/mP5wQLvfplGuYRouxydtZmcbFAq1Lyw8Xwg9u5ZAZRmanDJukGGKHFGXMpc8GEb+3yJHhZFC5up0y3i6yUIaJEmab6VEDhRrnQPOQkgc18OybOI4B/zytbmaAkHiaVSGnDJvtc6fTwCGgChWxKlirmqz2izg2SaZVgRhjCJDmhlKJty4OMfKTJFWLyBLMyZhRmcU8uYnO+y3+gz8iGAomG+4uewiE087tMyAxpxNaqacdoYcd8Z0Bz5F1yTN8rZ3EmhCJcDMQfaDk5BPtg5pjxKOej7CkpSKdq5vSxMylZJkGWGYYloFwgH4yZj7OztEUcy7d24RDDpIAb/z5ZuUCg46SxmOxzzZ3eGNtz7kvY+36XQHvHjzIlcv3eDy+StsLDVJY43vp8zUTSIV0418mtWMotlHJRn3Hw7x/RQp4PQkwisZmCY06x6JEDzYG6MNKJVMEAkzDYtqVXLS8zEtzcRP6Y8i6tW8k63XJUftkG4n5xZNgoSjk4hBPyZNFIKMLIkZjny2dg55/+OHqHhCt9PlwaNtjg4OuHL1MgYmpaKFZQpMCZau0m5pDDSnrS4F28MyDExhYZsWUZhgaIdmrYFVNKiUHJYbc7hWAc8WlMsa181wixbHnTGD4YAnD2/RbDZB5nlStz95h3PnL+J5LioJmGtUsU2DzvEBk1GbUqnKxsYlXnjuBuWyy0cfvclPf/rvMUyLudl1olixu/2Ev/7JL/j41seEgZ+Lph2PZr3OXKOI41loq0Bp7kLO3LdcJv6EOMklR1mW4QcxxUIRlcZUqyXEdDOUZSoXOEtBlOR4pxSCTEnKxSKGYSOlgdCC5555lTjLeLTzGUIYXLvyAonWvPzi13nlpW+glUKlMZPJkLv3P+Wvf/LXCCwGwzFucYH+SHF62kZlGf7E5+alC6zW6vz8178hCWLcchXIu+Jzl2/weG/Cg8db3HmwQ3845uC4RxBEfHJn+wsLz//iVktoA6UlhuWiswQ9Tf3MI200OhPTbVb+GK1zoNkwJEmmsU2ZJ0Umua4K8pFKIKbM6CkoPR2h0Lm3Tw5AawxjilKdmYVJgefmAtU4ybdmM7UCtzPN46MhFUdgy1yqsTjvoWVIkmWAZDSJWV2u0h2HrC0WOO1FhJEizTSpVERJirIkUmRTVTqgBKWyYHPFwzahXnf45PYgv0MJTbs3Zmm+nKu2+2NmajbaslBJimsJ+sN0uvXLIz8ODoe5vYWavjchMKXAD2KetDOWyjZBlOGakGnN7u6nbF56Fcuy+M7XX+Qnv3iP+uyzvPvOm4zCgPT+mKPjfV64vsHlc6t86bnLbKzN8fb7H3Pc7dEdZczNuPijiPp8meVybsR/2k4oeRbnluvc225Tqhm0BoL+IKLXzZ0CXFeyvFBkEgmKZYNqwcWfDJid9QijjN4wwTIN0jQjnGjSVBAnuWHZoJd3rnlQY4ZQEZk2qc+U+Pj2Q15/5TqxP6RZqzHbLHNu8xwHu9tsrKzw5HAP2zH47N4hUZxRLhZJUpsf/OA7HD/5jL39U3qDkGqliB9ECEMhRIbrOegoZXFhg5PWPSqV3MIEBJ5jE8WKwWhMmoZ8+v7fsH75FYLxgM0L1znYfYDrVaiVXVaWF9jbfYLh2szPL7C0OItWKXc+e5ed3ccUi3UuXHiWfq/PzpMdjk7aNMsOpwddhp0uXhbw3Kuv0B36rF95ntb+PY6OI/aPQ2bXDSZ+QJQkjEZjklaP+voypuVQd1ze/eAzXnz+8pROkd98DdPgwdYeVy9tUC2ZZFlCphS1aq5RPEtkNSSsrJznvVu/4bhzymDYZnPjIqvLm1iWRZqmpCr3jxZCsrE6S8UT7B22CMOAX731FqVCjd3DFlcvnWN9bZmF1Q1M12M0anH/9m945evfy7l5COZmaly4do1b770HYsDW9h6Fwpi9Nw8YjtTfvvBkKsdfDMtFYyBEzhzm6dYpT0nWT3fjmixNczwIpo6FeadjWSZK8dTrQ4g8EjhNFUJMUxOnBEGNzqv9b0klhBAIbUzXi3mIn2lOY3ClZH2xyjuf5jotxzZRSrC0UEZpE9OUjMYJh6cDbjyzxM1L8wxGQ5671OTdT1uAIEhSLAPCJMtz2lXeDlq2Ym2xxPK8y+HJiFt3RhgiHzmFhEmU0lQaicaUkpN2bnI9W/GQUlAvmwzGPqZj4tgGli1x4unoqgWWnXeHkzBgEoJZKtDpxDRrFl7B5OOdh6xt3MT0alSKRX7wndf49Tu3qJVK+PGYoqeplHze+eBT0jjm4sVzLC8t8r3vzDAcdrn98S2OugMMAwxL0O1NODwJEDJfDFRKEtsy2D8KyJRkMtZYhs6DGA0IxyGlikkYa8woo1I0mG04HLUjVJbkY+EkRYv8WFTLRm6JqwXlosSyTdJUEQYZ0spQwkJlKcooUPIUSxubeJUi6XiIH6VcuXqdu4+2GAxikgheeuEZ1tfXeOut95ifaXL4SGBYJrWGyaAfMJr4JGmE6zoYNkRRhj9JkdLDn+RjVMGzMJXAtgWjICZVKeGT+5x/5sukCmzL4dbt9/jmd/6UfueYvb09TMvjuZvPoLKEO3dv8dmdjzi3eZ6rV15kd3efrYePaLfbjMc+48GY8WDC9SuXeemZy/zbn/yciXqX+vwKzcYNvFKdVB/w7e/9AfsHR1ilQn7xGRIvTXj8aJdypUCh4PHcjQvTczq/QUsj9686v7mG1io3g5tau6RKIcjJtlLmVjCR36FZrrDfPubB40esLcHcTI00TUiSBGvqkzOZjHj55deolEs4TpHhYMjR7l22dzs8HA4ZDIaUywVcp8DyxiXCYAXPqxJ1d3FmziGlQKmUKxc2OD48ZvvxLsI2cQ2Lo9YQw/hiWwyhvyCH4v/4f/gXoDPCROFadr7JynIh2dmO6mmGjoazZblG5N2SNJhMgqlrWQ4HSyGwbZvAj/I0CQEa9VuFZyoglXJqh6qnHCBjqr6ddkBC5J4vauqP7If8zbuPGIzyeBzHsqmWHa5frnLSHmMbFpWSm98tUsFoFGJ5Blv7PY47QQ6Om5qCaxEECUGoKBUE1TosVgrMNso83OnycC9gfdGkWrO5/cDHMgVl16FcKBDF+WsJwgmuY1KtWCzNlbl9t0WzYTE7U2B5psTHn7YoFUo8eNKmVLDAgCCOEWjCJMecqmUD2zEo10xePHedpbUbSCuf8VEpDx9u8ZNf/ZzlOYdzG2X+5o1jLFPy2ksrvPzi19AUSRKNSiN++jc/JtMhhgPbu2OQklYvo1EukumM/ighy3I8TesM25bMzxXo9iaQKRZXCxRsi8O9CeHU18iPMsJIYVg5DlipuIRBBAjCKKNcNJmbKxGGCYYp0akmiDJSPKqVWQq24Pe++QI7e/dZW38WneU4kJCSN3/5MyZxwmuvfJX5xYV8DBmPePDZp2yuLtDtD7Fsi7v3dojilCBMKJVs/EnAUtNjbW2d/mRIq7ePZVikiUWpZD81gldZjGnD8vwSX/nGn9I+OSQKQyxLMkkt1tdWqFcr7D55yPsfvkWtPosg997pD0bE/oTTdg+DjLGfcPHceb76wk0a8wsMRyPuPd7mYH+HZq3E86+8RrNW5p1f/lsKzXXOX3qRfr+D1oqT41MQDqWiSalUIsuyqXg69wgyTBPDMPKxfBqOmcMU+dUnyaGGNM0I/SEnx/eIJj2O+mP2OyM2V17g5OiEP/nD38WyDLRS+P6Qo+NDev0upmlgSoNiscjmxiXGvR7/4a9+wjCICCKN7VRZW1rgB9/9HSyvQDTqsb+zxSBUrGyeh+nr7Y9C7ty5i1aKBw+f4JWKXH/mCv/3//P/6f9v4fnCjsc0ct9jUCRpCoYBItdzqCmZRkqJFBotBbkhhp6OSAZK5fnrhp6uNUVO/EszRW8cUfFyAmKOTE8lo9J4Ku3XWj0tbjmEpBBIFHpqWWkgDYM0UziOzbnFCg/SlIJrMTtT5fxKjf5wQKftc251hjgMiNOU3ZMxZc9mrlJgMApJhcqfI9O5Cf30vSeJJvIhcwxWZxfodWO2jRAMQbsXY0tJoZB3DK5ro7K8a4oSg0QpGlUXP4yZRAnLrsfK7AJSpDTKNlEcUylIwlghDSh5Dv1BhGFC0TOmjo6CgmXw8OARi4sXEWYuutXCYGlpgddunmcQH9MdhCSxYmnOxbXBH7YoVDwKBY8gNLh2/XnaB9u8e/cJBh5BauA4ikkicqKmTDAEqBgSnSItk2JJYNoenbaPbUnaxwGmFKSJJskUpm3gyXyzmWQwCSKEmpr+WwbLCx5BnOB5Fv1+QLPm0umFKNI8b971uPfgEC18et19qtVFiuUycRRxejKk0ZhhbmGOJI7ysL5S6ezIY5oWnX4Xy7Z59Stfo9tqY7ouP/7xT1moWMT+iGatghRVotBAGxb+OCAxNLONImFokmYTeoNTgmCENCyKJZNO54QXXn6dw4Nt3v7NX5NlmsuXn6fbHXL37j1O2l1MwyCNEsIgYn1tjR9+61nmFhcYYdDyA+qlIs9d2OTSpU3e+vmPEVlAGEg2zz3D9pPP+OUbIcsLszSbder1GlGYUC6XczaylOzs7HF+cy3PmdeaJI6mN3fxdBpAn4GzmtG4z+nJFpPBMbFKiFJNrDMMCnx25y5J5HNycsTiwgKd9j6B38eWglLBJkzy0cv3R9z57H2+9MrvcPPSOruHRzw+HTIa9Xi0m/DTn/2SxeUVnn/2GpVqlSe7t9jc3CRUCoSgVi1y9fJ5VJpy4eI5SqUS5eIXdzxfbIuBRspc1W0Zcrq5Out1pnsukWNBTHsdrXOZg1KKJEkxTYM4ySv22VOedkZ5bjpnwfR8rlSfjm2ZyqX6OcicyzNUlk2tNaYHYvoqTTNnWK8u1rmyMUetXGRlrsD8TIlyyWIYpjzYPWEwDsiEotgQTMKQKIoYRylZmocRplNiItM8b9MQuLZNexxyf++AwSRESsH+UcrRSUaSgD/RDMchnW6fSeBz3BsQTo3EtcrN6lcXPObmbBAOx90xM40CqJjrG00qRcnFjRrPPVPGcfJC3xvGGAZUayaebWIZ0Dl5iFa5myFC0O1PKFRWiCODwSClWDCRAjzPYmd3m9bhDmmScXB4TKJNTkIHrzKPsssUazM5BpdkhEkwBS4zKnWDmaaTLxVUfixd12A0Stk7CdhrBQzDlExAvTztYlW+IFCZJJiAaRrYlsHegc9oGBHFuQXEzt6I+VmPatHEkmN8f8DW9gHPXP4SW9sfc+uTX+bbTcvm93/wXb79/W8iBRiWhWFaOJbFeDxge3uPaq1CtztgZXWFS89c46vf+l2+/d3fZ65e59HJmIN2h3YvouLNkcaaySRCCJM0ksRphuc4WJbDOEy4fest5pdWMCyHucV1Ou1Ter0ua+tXaNSXOD5p8+u3PyTwx5DGjPoTZpoz/Nn3f5+//4Pfx1tYpJMoPCloSI00JKHrsP3oM5I45Wh/iyjwmVu5hKE0c1XFJ7fvYxgGtuNQKHlowJAC0zDY3FghyzJGfp4SejaOKK1J0gyU5uHDHdI4YO/JJ+zuvEOrtQdKMIkyUp0g0KwsbRJHY4pFiesVOD74jMGwTZKm7B4fc/fxFve2HnLn0QP6Ex/Xdfjk49/w8le/znzTwZIaz1FYcsjdh5/y7vu3GE987GKDzfVzvP3mr+j2BrksSmXU6zUaM00W52ZwbUkUTP4OhWf6rg2ZO+ihc9tNwfQKlQaW45GmGqUlmco7G615qq+yLROlcz+fVj9k97Cd+7qSR+WoqUTit4WgSmu0EE9ZzaBJ03TaAeVFaNpz5lYZMj9wBc+lVrQ4t1RHqoRKxWFjZQYpJLZrUK7bLKwUcR3BIAgZBynXN2co2jYoqNouWSymBDnFTN2lXLRACvZbYwKlptRpgWGAFpo41vi+ZuAn+FGM6xqUiyZRlHFwOuG4NcEPEzpdn/c+uYcwQ7SIObdSo+hINuYKJGpCFCUsz1sUbQuBYGO+xlK9QtG2KTsODw+2IYufhtbNzc1g2C4Vd45UK1YWCgxGit445bDb56i3xbh3hJSCB493EYZFrCSpFvj+BC0MUpXSKDuszhdJk1ybNz9fwLIE40lMpxPS7STs7/lkWpNpnXexWjMcJ8RxbohvWZLz61VMJ7esLRYN6nWbmaZLOMxYWvRYWfRIk5RCIR8l/DAijmIOjrqszK0x9ntAnh7bnJ9BCEHr+DQP3/NHDNpHNF2Lw+MTTNshTiK+/q1vU6vVcR2XLMv43/6rf0mpVOWkPWE87JJJB9uxUUbOu8pS8Md5R+vYNrYp6feHFKeufGmSEEUR5UoTx3bJkojxoItOYzrdMVeuPsOf/L0/4M++/3vMbm5wMJ7gWhYNMgwJulblvU/e4ed//Zf88pcf8uiwRxBlTCYTMF2asxskk1OeffZq7httSExJHnJgGEj5ue9xpTjtblW+iGi3e7h2TpFIow57j95h3N+DNKNeKuCVy7i2QdVxaBbL9Ht9SiWD5fkq5aLkqL1Nb9jjztY2R6fHmELhWgZaC54cPJmy6QO0EDRmZ7myWmapXqTmOfihpts/5f33P2R+cZHazCxxPGJ9roZWaQ6/qBw2ybKULEmRhvG3Lzwqy/JCMwW58hEq30QhDaThkMTR1F83zp3iVO7XI438zpy3iZI0zQ+OaZmYEpTODeD1lJ2sz5ZXQpAKmRekqUYrVXo634r/pECd9V5KaaTMx6NiwSVOFf1uwNH+EQf7PV69cYGZqovnmnR7Y5QvaBQ8qkWXC6uVHOSz3Jxbg4kh8gPcG0UMRgmdbsTET0DD5Y0qjiO5ct7FLYBbAMPMC2uSKVabDo2yjSklmTKpV0osztW4vxVw0PLZ2hvw7laHT/Y69IYhJdfETAVHpwHjIOPlazNcPV9mpjFdKU87r1in7O3dodVq57iZYbK+tsz8wjpSG8w3a7xyYw3XNJidqSKQfPTxe1SchOX5Gr3BZKqny0F7pTVl16JacqgULZp1h2x6vB3bJBgr/IkijBVRqp7eeaWlKXiSa5cqVEoGhiGoFq3cpD7J8sIoNQpNEilMIfEH4Jj5hqndDThuhWQqZRIM2Hq0x+VLL2JJyenxFlpl6CzDVBk/++WPuHv7HW59+Cs+vfcb+vhcvrzK4sI8F86f571330AIgWVb+L5PtdHgh3/4XXSiIQkI/ICiV2A8CQmieBp+FzIaR3iORCWC/mmL4bDL3U8/yFnycW57a4qEixfPMd+sYpkW//Sf/zN+/w/+kIW1VQbCwDBMFlwbWygC16M3aPPur/9Hbt9+iwc7R1TnVvizf/pfsHM4JBi2GY3HrF1+CZnBuL/Hh7e30VpjOzbDQY/xePJbHlUQJ8m0+87z7R49OqDf3uVg6y2M5IThcMDQT/DKVWYWzlMsN7GdAlJLNjeucNpqEYYpr3/5Fe7d/TVKZxy326Bz4mumcjjDMiWZUmzt7mHbFm+88SOuPfs6S7NlLq/MMF8pU/Akpqn59M59JpMxtZkFrl97hr/56c+JopCT4xP80YA0zT/jJImx9d+BQOiHCVJKTEPlVPmpsZaUAtM0SaIIYRrESYRpu6g0zmUWU51JDjRGICRKKExDY5gWOZwMZ4npTwvKFKQW0+BAMYV/5FlR0ppMgZEPXrm2S+mnvAZDQsGz6Q5DlLR5sNXDsUxmZmdoFCt0e32atRLevI1dlRglm4kvcC0nJ1ZNN2xxnObBcBWDZrVIFGmSOKVZsRj2I3Qm6HUEC+UCyko4bqWUXYu1BY/hQDHbKCMJsWwbz7GwHIeCN6I3DLG1wShK2emHHBoRFdcACVKbKAykFmxsNOiFIZY0KNoWOgPPtdg6fMRLsxd4tLNPkiqWFxo8eNJic2mBctHBtYrMNGYwnBInB9sc+I/56KMPeeHFL/For8NwkhdsKQ0EsDxX5bTToWh5CBXiOBm+n9I+jnKRrz6bPfMSL4wc5luadWh3AxAKSxqMxhHDUUS9biGFZjSMCUMNiaBUgUQkdAdQqUk8VxJEKYbQRJHPyWmb/cMWz1x5gc/ufoShTcJ4Qr/fpdm0OT3dxpY2C7OLPH4SsLp6gYPdHUquTad7OD1TBaVSCaUUqxsbjKKU3iiiUh1huSXiNGYSBSgcLNsiji3CIGUyTCm5FsdHhygd4Y+HVKoNJLC4tEavc8rJ0RH/+Ae/T2JIjg4PMA2TuucQjIaYjQY7e1vc/+znbC49Q720wKXLC1y4/irNRg3XK9HtPUc4fEDneBd79TzV+TX67V2unb+ERJDEKaViET+eAg9Kk6QJnW6fxfkZlJaYqs98uYuhJEcnhySpwio0qFXXuPH8l6b5aiaXhOL04AFhahNFPrYNzeYcd+6FCBQlz2YwDBBSk2qFbRjYAgxp0h908Wdn6HROydIItzZLnLSnom5NEivGkwEnRwesbZyj0awTxh08FbKwOE+WJvR6fdJwgqUHHA/+LpIJt0SWRnlpEDIn75HjK1mS5F1LBpZl5SZdwiZO8jysdJpLlSiQU9OdnDD4OTajzkCyM2hHnyncp4A1+cmfs34ExrToTR+St3cyF5JKked5KcugWXXp9hTdSUaWZByfdCiWXEpuJV/Bq4zTIKCuJGvrDe5s95hEKZYlCJOUhVmJJQXn10ts7UzwHM1ss0il5BGGCstQmMIkTTI6/TwR9eaFKmmmsAyL2WYVPwixTE2qUlSU4kdJTp7UEAYgEZQ8kyDWhJHCJCVVGR9vtblpNvCqAmlBlkrQElPDSdfnP/7VT3FL8ximxcFJB9eyaM5dZLZWwHGLIE3CIKZWX+bKeYklLR4//Iirq3OgE056errdkfSHAZWCTW/oI6ViplLgzr0eUueKe6Vz0oQWOQZ2prJt92MadY+FecHd+z6eJ9lYLXHSDojiPDrakgK3IrBdKJYN9ncjJkeahXmH2brFyM9H9jQZ89HH9/jTP/o2UThie+9jkBqUYGWmTrXcYHn9GruHI1L9mP2DYywjZDwYcu7yRU6O9plbWMYwTILxiMbsHJfOb7K794TFJMCyC8zUYabpMByldAYBSZxLOapFl3LZ48MPPmFxcZ5U+QjRxDRN/PEQQ0ps22Q4CRCmQxhGrJUK3P3sLr0wYNJrcXjykEIhIJnLKFdrXF+dpb60Qrd1gOUUeO75F/jv/vWvua4EhlNi4/ILfNrZpXvygIOOwUsvXEcLScHNi3ua5nBGrVqm1ztF+ScEw1OkVviTkFK5yWHPpN23SVunXL00ptGokSQpaaKoz57jvffeJwgyHFez82SbYqHC2O/l/tBDP+f8CPk0l01KEyzBSaeFQvD2b37MN7/9p9y//TFBfES020JLhe0IWq0TVtc2WFo9xx984xuMkxTCIaNuDx2MEdKnsbBCwSl/YeH5wlHLUGHe+mpFEAZP7Sa1zotGpgVML6Y0iadNiyTN8i7Gj3JwLNMqH6n0tMM5G5cE+c+FmP76ecRfqjVBqnKzsDPDsGnR0krl3rDTP0ROletSCkwpcWyDYsHiqDsmijOGfZ8oUYzHmv12h/dun/Dh3R4fb3XYOzyl4KagFEEUYRqajQWXUsHg/uMhxZJkppFD562WTxBGSJmhdUaYpqQqNywLwwwpBK4lafcG2IWMT7fa3L7fZmt3gGvarC00GAwNdGbgGCZXN5s0Krm4MtUpjYZkpmYhs4yikzNzLTP3JUIrZqsOo6CHHwQMRnmUSncw4WdvP+Snv3nIwf4hlmny+KDFj995wJO2Rthliq5NxU04t1QgDwDJNXCpyLPrj3tjuoOY+48HCCQJEGQZyJz7I6Z2JjrLP4eCa3LaChiFBoWiwLEFs02Hbi/Btg1KZZeNtRKWLWl3ErqdlPX1IvNzNkenEZ5rsLpYZG7GI4oDjo8OmfghLz73tfxWaAiIbeoz55HeOsXKLI+3tgmGAwbjkCDMaR3lQol7H/ycfqcNWuN5BdI05Z//V/+Subk5RkmK57nsHSQ8fBQz9jMqJROMFNM0iWPoBQlbj7f4+U9+Qb0yT/v4iMAfMZpM+ODTd3AcC29+lrnFRWq1KsGghywWcAyDm1/6KtdvXGZtuYLj5Flw416LyO9TrM4QB3mm+UuvfxudpnRP9sgUNBYvEI/aOBaMx/40aUXRG/rU61WisE8w2KJ38jGT8SmDIMCwHRbXrnDt+d+j3Vd0211aR0e88/a79E/2iCZdPM8BKVmYb+J6gigS7B4+4YWXvpXfvHWE61r5iGVIDFNgT83+TEMyHA+JlGY4HtDvtSiUGmgBpWJuiZIpxd7ONgKN0gKKDRqzsxgSPNdkplFnbe0Cfr+N5/wdcrXSNMO1LUCQJBlBkGcIJUmGnpIKlJoCjpkijOM8wypJiJLPEflsCko/1cpLMcWMRI7lKEWmIVaaeGoqj9JYT82/PicdCpEXu7Ovp4jP2breENNNnODS2gzSFLlzotAM/Yj9fZ/NxSYF1+R4MOGvfnPA3e0+WsUY07X6rYcTHjwJqBRtrl6o0mqnPHg4ZvtgRBgmrM05BFHMJMpyAFxrPnjQ453Puny8dUp/OGR5vkizYROkGeNJBlnG1XMLoAUqy/2RP93q5uZZWuN6MNsw8YOMBa9KdzhBZ2n+WZATNW1DsLLk4MgxWmX4fkgQxBiGZH/3CX/107c4fnQPqSJGfsjdx4f8xZu3+fD+iJ2DLiLpYzFNBZEij8v1M6JYMfZT0jQv/qY9LTYiH61qZZt6xaZYMqiVbZqVBgXXJIlTNJrmjMfBkZ9HxEziPLkgiikWJEuLNlpk+UbGkBSKFhkQpxmjcYgmQzEmDAOCUHFl40WuXfgSoZrh8d6ED2/dZeezWwxaJwSTCbu7R2zv97jx3EvEqYUwi9x662f5aSUFrVYbwzL57g++T7efYZgmkygmzlJmZ2xMqakULWqVKuWCi+uV6fX7DCcBv/zlW9x+912SVJFlsLX9kKX1dcbdfdIkod/rI+szVCplRlFEGo0pWnWajRdz3CTLiKKE/v5DHNthMsl9hy9fvcqnO30GvQ6t4yOWNm5gmTZR95Cjg126T/bQSYxIfB7f+RWT9j1Ojh8zCSaMwpT1zetcuPQaQlioNGG2XqBsw425GoUM+r0ek34P13FyprPl5htV2+DBgwNsy6FRm8eQUC/n5EUxnSiQkAsKzgId8sXKr9/6MbPzs5y0ThmOE1wXkjhj5+SQyWREpnLYpVKrs3nhCusXriAci/Ggw+qF51k8d+NvX3hsr0SagcJAmBZIA6QJcsoYFrkQVClFqqZdEKCm6E0+mk1d08705DpXJGfTlXv+fb7VSjKFOX1RUpz58ky7qqnNav5/z0iEcGa3IYAkOQt706RpRrXosLZYxbEMypUitYLEMEyGQUSSpTh2DtwuLxZwHEGjYmEamjjJrRQqFYt3PmrjR4r1xQJLTQ+tDYZhRqEoEEojNEgFczUv39ZEKa1hwK27XXqD3My9VrGYaVrc3zpkPJmgUCSJptuP6Y8zrp0rMBgoWp2E02HIX37whO5xxml/wigKCLMYdP5Z2abAsAfcuLBArVIgSTP8ICRKoTsM+Ms336c/fETRE2RaE6cZ7Qn86sNDtnY7CD3AM/INRJxkCMPBsZ3cYN8CwwGFYqZm5qCiIWjUHGplB9sUWJbg/k4LYUn8SYJtmcRxxtbOGCmhVDRQWUp/ENPtRySpZtDXbD8KGQwSHFvS7sRsb09wCpI4UUSx4tHWY5I05fKl51heuMSgP+ThwwccHO7yo5++z2l/xGAcMBgMCOOIILN4/ktf5qWXv4JIYrIs33o+2nrM3u4ey6urjPsRv37vLs9erfDCMxW8ok1/kGEKG9cxqVWLmFYxJ0GWJbc/vcvKufPYjo3QihduvMYHn/yG1tE++4/usr66gnJd5gyDRAl+8fOfY1kWSZwXHaXyG+yo12IyPKXWnGfY76CU4uu/9weMJwH7Tx4zCUKay5eYrUqcrEWievQO7hJ376PCIVEUYpkOC4vXOH/5dSJdwQ8iEPDk8UNefPYZ/uyFa/z+3/shz9eLPDlsUazU8utASoIgYq5uUDByyOLnv/oxz9x4nYJtYoiEoucQZYoky/E728qtjA1DEEYxQaIIgjGZTpiZXyJTmm43w7YFcZayf3gXyzSpNuYxLZdgMiGOQhbXLrF+5TXcUpPJxP/bF54wyF3msyzFMi0s20MY1vQunVdGIXJzigw9LTo58KumkHyupMjfYO65rKcq9TOkZ/qX1liC3Crh7CHwuWXqmQvYWSHT5Bs0nRMcM5XnnWul8iBAnaHTlNEoxnEEizMNSkUbC4vjls9svcClcw0WZj0unqvz2gvzvP7qBeplm4Ij8VyDW/dG9Acp59c9FmZdLq5WWWsW8UPFyNc4Tr7Kty3Jl24s8qXrs6QpdPoZe0cRQTjVKymBHyt2jvrEOgfOLSGwbGMqqoWiK1lb9rBsgVd2sOwi2zs+pz2f2w+6tAYBQZyiE0WcpizP27z24mXOrc1NdXEJhaKB5cHmSoXLmxVMI7cySZRGa8G9rRG9oU/FizGFwrNz50jHMfJll8iTM6QA1zEYjxNQml4/JEpTDCEJwjxGuVyysO1cLJie0SiAOM5TRBw3Z91OJhlZBo4L9apFFivOMOudxyGhr0liwZ37j7Etk+FwROD36LYOCcc+KlH0JwHSkdgFCyU0cThiNOwSxz7D7gFCpjx+eAelFK99+UsYQmC7Hs/euMxoHLO4fJ0wqbIys8bVCxUKJYFpWRhKc+fhIWGUkSQKJQ2CKXE1UbA4vwaZZn51lZIjSI8Pcna163Hl/AZYRU5a3bzwRwlRFBPFKeOJzyfv/BrDNMnSFATUGk12jyc4ImHY67C4dhVlGMg0wzMUKh5jGA5KC+qz5zl/7Xcp1tboD4Yc7u/x01++w7vv/YySZ4HjYiFISxWKV29weDxgPPHzsU0IJhOf9qkCJVluNpkMO0z8CfX6ClXPolRwMYQgVoogzYimabmuZeC5JqnShJmi223x4vNXmWnm2sjAB5UYuFOxtjRsolRj2gVm59dIVL6NlkKwu3/IF319YeGJyEjRxJkiztKnI1OWZTmHVAoyKcim2EwGKC2eJkg8lVU8/XdOSlM6t4NQ04Kjde5AiJiOZVMM57e1HL9drJRWT7k/OWExx44Kdq5rkYbEsHJdWaw1xYKHKeHC+hxfff48s9UCq0tVFmcLPHNpFkuCaTqYhmIyTnLLiDQvrudWiqwtFpG2YjDxCZKUlUY5H30sk+eulVmYNznu9Ll9v8MZlaBUMrGtfERMMpGPBeT+0pnOi2seAW3w5CjEEpKHTwLGY0WjZPHxwxP2TkNOTyNWFmqEocAMbGQmsKQkDMfMz1T5xmvP8sPvvEKtLLl8Lg9ri+IJFzfPszhXxzAkWZphSItIKTrDmHE8wDYDpNDYpiBVYEgDQwpGkwStNWNfcX6jjtZ5SGMUZkRRxvxsEa017Y5PuegwO+uRJXkxMab+SUoJ+r2EQsHENKDogemaHBxGZDq3wnVdQa1qsrDgUK1JorTH3v4BaZZRKVVAgp+kjMKEDFicrTEzU2Rzs8niYhXHMel2uqRasLK2zN333+TJ9kMGgx7Lqyvc++w29WqZ//K/+uf83h/8Cd//wz/m6GiEbReYrTWxtObc0hyOY5EpE61ctIC/+snfoLTGtm20Srh85WXufvoe4/GAgQqpeC7dOGHFMllcWeHO/V329nZI0ow4SXn85Ihfv3eXN958n9sfvAe9Yz79+Bb+6QF//N3vMByPGPdOiaOQC1depFBu5Ly3NCUxCpy/+buY5TXa3QEP79/jvXfe59H9bYzBgDgy6Y/6BL0TUjs/n5JqledKDjt7+xwfnwIwM1OhWNNkqSYII0Z+xKefvsOVm9/AsUyqhdxu2JSSLMulLCrTGAIKtoFrSNJMMDe3zMrKKpvLc9iOYLbpsTRbIUkykjTJr+c0l1BJaTIej+n1+ggpKRa+cG/1v8DjMU2UZYJjkyAJk5gEjbItUgExilTncglEPjci1Of8Gn1WbnjarXxegM4sISFVGamGJFMYZ4/9rd+e5XqLXJ+l1FMD+Vyweqbfyh8np8RDAXnqYcVFWposy5ipNVmcn2Vtrsbh6YggTBAC9vdHeM483ZOMjZkC1y/P06wWKNkmSabZO4zJMptHhxO0EDn71ZQszHhsLpURAm7d7TEJFbWKwcayy9VzBUwrf9lBcEaqkjmoZ+QWo0miSOKENM1QFkwCzfxcgbvb/VzMmGl8X9GoO1xYrWFmEi+zSBLNJw/usbt3ggCKBY+Xnr3KhfV1Xrg6RxpqfvX2fUBTq5SeFuNU5uPAcJQy04QbF2u4joVp2EhpMfEVcZxLHkpFm0rJoehZT7lElgWHxyM8L7d+9TyLIFB02gmWIXGmFrimJSlVLHw/zW1xZb4iqzZd4lhhSsnaUon5WYfZGZd61UGlmh//7G1OTlsMhxPWNps0mi62JfE8SbXisL7SwLHMHNyMc0uJ1c1L+HFGPx3zs1/+JZ988CGTYZ/r167wjd//LpeuXkFrzdrGBpeu3uDoNOX4aARZQm31IpaULM7O8fKLN/kv/tk/AS35xU9+gVYZSksa1Rn6QYzpmPS6h2StYyzbRpVKXL+4iVubwbIkewc7vPPRfe5u7SOtAj/4e3/CsHXCYDDgwe1bzIiUqN9jHGacbD9m1D3FLdSYW7tEsb5MoXmO6vwFfvbmR/zsZ2/y/jvv8+TRLsYk4ntrC/zzL11jTjj0e0cMWscES6uETx5hWDYb62u8+/7HXLq4idYwMzNHkgi0zCjaBjWvSDAZ0e22qM+cwzUNCgUrT6pIVJ6ym2T4cUqS5tvnlbkFKpUmSsHCzAo3Lm3yOy9/iR9885ssLV/AeAqF5L8+efKAcqlAv99HZRky+zuMWnGWEqcpqVakKLRpkklJnGUkKo+8OTMw+k9MVqf471NYRvx2yZniPfkMlnNzpmOWKX573T79s88IPdOfC+P/5yWfCbmmWhbIbQSUBtOy8DwbdIohBY1mjZJrsjI/S7NQ5KA1Ik4TtDbptdpImVEumbiWYGO1RqVoUa0UcR0X17GYmfHoTWK644hKxeHyxiKnpxpbV6gUbcpeLnHQSnDUjkiz/P3EsWI0zlXrlZJDuWBSLBo4rkRKjUHeJRQLFvMzHtevzrA6VwYt8ByD7mDEzkkXuwZDGdFqhTx41GP34JA337nNJ3e2SXWRB3sJzeIc8cRl+7DDk8M2cZJQLzrUPRPHlKwuuGyuFqlVLAygUcl1YabpIEUeTe3ZFqvzRcI4YThOOGmH+EE+MriuoFGzKBQMoiih3Q5JU40w8vOgXDTRSmOYkjjJY7DLFY963WFtvUy17lCueXhFE8c1GHYV/kAgIslknHszIyVfefEVklgzt+BSb1r0RiPIFKWixWzTxrHzC+fhw8e0BgHbj3s8un/C4fEprusiDAunUGTY7wEwmUxozNQYjie0JyFXn30Jp9pEByO+9c2vcO78KkJmfPlLr3D/3mOCIMT1HEDx0vOv8/ZHb1Gtz5EVbcqmpBclzKiU9Y11Dk/C3NjesPnO977Pf/O//9/xwksvcPHaNQaiwPd++EN29/Youg5WklAsWOg0QUgD2y1QqM5wfDpi2DnheHeb1mmLqDfi6/NN/uUr17g8VyNzC8wsLuO6RerNGt1+H+NoH9O0sa5cZ7lY4vBgF5A4jsd3v/V1ntmYw7YljjBRKuOjD37F4sp1NDaGUBQdi8k4IdWKIEgZjzMcU1Kv1Pjm7/6QVqtDkmY8d/Mlvv213+P8hUvML29SqcxhSkkchewdHvHZZ+/x4Ye/yPHR7j5pFDK/tPmFhecL+6EoipFSYJg5UU+Sm3yd8W5MKZ9qrQD0b1lwnLEuIa9u2VTecEYSPCtGAIYQRJnCMPKkALRAIpDGdM2u85W8eUbDFrkuTP5W3dRTrx6l9TROOS9SSZRh2zZhlKFShTRMFucbjMdj3EDjORalYsZpp4NrGZTKNrbQhFlCtWxiKEGhZOG5BpWija5Ldk991lbqhEnK2vImC3MJf/6rW0g5tcboJEiZz8ypkebxyQWX8TgiSVKubNZQOmPoJ9gaTvsJjbqNFrm3yly9hGsYHLUmPD4MqZRNLE9yMp5QLDicW6/w2cMB73/8KefPXWH3qEe96tFqT4hTD6Uk5zeWebB9SKszwFQRz6yUSY0JFzaKjKNcoa9EwELT5rATY5kmqSHyyKCSnXsfd3xsAZMsH6ELnpUz2bOUdjviS9dnp0U1Jcs0lgV+kORdVS/CsCRlzyIjT3s43B9R9GwMQxBF0OsmxH5+Ao2jGNtJOG512XmyT71axJ/EOLaFWzDw/ZBRf8TCQpVLV56j00/55NN7PHr0BKUVs4sbXLt6ha985VWkYUwlNwLDMNjdfsz7b/2aIO4x06gSJSk/+sVfcvPqS9x88VnW1lY4Pjmi3+/zgz/8Ph+8/yE/+euf8kd//H20kJRLFcrFOp1hh637n/HilZcoNOdRBY9nDIvDg0Ms2+ef/m/+IfXmDJ1uh/7BkJn5BWZW1kEp7EaDRydbNBtl5hYWcbxCTvyzXExbIlXE7r1Pac7O8r0ffo1q+4BFv0tq2aSr55lUGyyZFnu/aHNyekitHJEurTFpHeM1Z/na+gr/w7/9c/6b//pfMvYVFy+/iJ1mPH78EMeQpMogigIOjk84f/WbDN7//5DYGYYh8gwtAwbDlHPrl3nuuVdxXBfLNPno1jtc2LyO61bIyOU6KlNsbe/xZP+Aw/09mvUCa8trfPT23+BaBdpH+yxuXvzCwvPFWi0pUAjiDBIEKTnjMdOaTOSYTjzFUaIsY2rl9flqWwjkFHw+A5D12aj1W88jRM4nUOTj1tPioj+XROTFLMeOxNk6XYic3DYFrNFnI5YEmUs+MqWwnSKhP6bXG/Dpg2O6g5hzGwvM18q0OgG2rRmlEbHQaGGiMkGz5LE6U2Wm5OAWwDEtiq7NbN1BC9g/aQMDShXF44MjEpX7NHcmKaYpMUxJGOWgrusI1pdKeJ5Jf5Rw2B6hyPA8g5l5k5WlIqYpMM3pdi40KbpVFmc91hY9fD/XVBmBydXV81xYX+PSagmMhKPTY4SOOG0PyZTmtB/Q7vtcPb/C5Y15pEppjwZs949YWXMIs5TBJObgZIxT1Jy0u1iGQcG1MG0PaUhsx+C4N8EtWEyhPKSQzNQL+KFmMNGsLJZoNF3CKGW26dCs2CRpLl1pNG1MR2I7JpZjEgYp3W5IpxVxsDfBH0VkmWY4zugHId1JRJxp4lgR+gHHx6colbE4X6TkWlS9AtViBYwSxfIqCpcPPvyUB/e2uP7MFX7wB99jbfM8O4ct/uNf/Zz9gyPSNKF1csj21j3e/PnP8Ao2jVqTVr9LlIype1W2ntzj/KULBP74qSh2e/s+f/THf8Tu/iG93hDbtlAq49mbr3F/6zNW1y9ArUhRZ/T9CQ2dsbmxzuMnPf76L/+c7e1thGkzt7SC7bgkwZgH7/4NT7Y+oVZwmF/bpDa3jGF72F6Zcn0GaRiUPYNGvcyf/qP/jJW1NUo3XiRYPod/42WCuWVirQn8CXPzy/T6LUa+z6RYxtzbyWGE689hGS4H+7vEUYg0TFYuPYsyTGKVa+DCJOPWrd9QrDRJMhPbdDi3VmehUeWF68/yzS9/gzCw+fUbP2LS7dLvDTl/6QWU4eBHebJqpsAPA954+x0+u3MXM55g+xPeff8jbj/YITELPNx5TBRFX1h4vtgILMvXD6ZpgoZk+gbOSHsZarq3yotEqrI8dWIqfDvbTEmZe+cIqT/309GfFxPIO6JMaRxDciYP1Wft1NlDps+lYJpimhcbfTbpnbFrtZ56muQdkLQsXCkoFD0W5gQ/e/t9Xr25yqXVdQ4OxmgnY3Gugs7yjPVK2cVE41Q9WsM+tiMIxiFBHHPvyTi/aCaau9tDDtq3ebyb69Uk4NiSJFIk08+9USkQZz6t7oByWTPxYaZhU63kF/XybJF7gyFSQbFkMBknLK03UUguEhNGA1QWIzKD+pzLcBxRNBVzDQ9ZMLn76BRBgyzJkGaBLFEInXH3zn1OeiMuLtfZOR7hebkx2yRIkYbGMDSP9tqsLxQpuAUeH/t4rkeSSA7bMZAxGoWYSDbmPMZpQhClT8mZF87V2T0cEYUZN6/OcnIyRpqCNFVMJhmmJfNs804CUhBH+U0j04pWO2Q4SQmiJM9tm94xlNaEoc9nd+6yNOfw2pdeZDgYkCrNaBzT6o7ZUFBwTC5f2sxb/8V5Ht6/x5PdfcIgpNNq0Tk9RYcDLCY063M06hXqjSrvf3gLtKJgF2nMLnF3+w6W7dDtdWnUq3R7A5IkYX1tEc8p8uuf/Yof/PEPEIaJKwSvf+V72JZNu3VEzShRrDWIw4Dnr19m+8FP0WLC/Mr69O4R8eTjt5HRgGa1hGcu0R9HeJbgk3dvE0QJxYLHi89fZ3l1nZX1DXYeP8YwDJI0I4gCjIU84TMadAgnIyaDFlEwYvdgCOKUyad3+ErFxdAavbDM1dkG/+O/+xH/6E++i+suYDoFrt58iQ8++hWuIRj6MaaZ8ODuh7z++vc5Odxldm6WQrGCbdmEw9yYrx8OSMwCh90OQo1p1mq0Wyd0ekMunlul0zll2O8yHI1oOh7jfswzqyvs9cZ8+MGnnFut0eu2vrDwfGHHkyVpbpeY5pYUUghQCqlzD9wzrZUh8nHJkNONjYZUn2Wj5yUD8mz0s7X4manRGXs5TPPolN/GigQ83Y6ddUxTJiFI+ZS9/LR/msoutNbYpgFZhiEgiSP8VGFZJpeuXOCH3/oKzWqdZmOO5y6fJ44ENddl1Pdz7xfXxrBMbMtApJo7d3u8ffsEO5V5YByaJNP4ITQaFn6ckmlFlqnc7CpTOWFOayaTgG43o92L0VrTqBnM1TyaVReRCEY9MIXksBWysx/nzNFhN/cxkgaWaeMVCmSpjWla7B0f0+l00ZnAMgTn1ovYUjP0hwwGJ4yHbfr9NruHT6h5GbMVyUzFoVBy6Q4+Jw8KCY4t8DwPMh/HMvBcC9txcYuzjIYZpmHieCZhkiG1xg8Ui8065ZLNUdtn0E/ZWK4xGufm7OvLVQqFHPxO4gzTlE8TUQ0TXE9iumBLwXCUoLWgUrEoFEyKBRPDzGlijgmTyZCT9ohJJEgzY7qmhTTLCPwxc3NNltZW0QjcYpksjpirFTAin9beDke7e+gwIhwPsGxJtVpmZXmFatHFtg2ajTkUGf/uP/y3XLp4jTjOx+Msy+gNOnz9G6/z4Mk+rj1ljotczvDpnQ8wTYtWMGDUOuDP3/hLJAmXVouIZB+hYiYH9+k++oCGFeIWihydDijUZmh1B/zqjXf4+NO77B+coAyPT2/fQitNbW6ZSqXC6f425qCLe/82wbCHKQ1Otm8TDk9BZ0z8gAsbilI15aMPP6bbmCU9PUIYFjd+51vYtssnn91FZ7np2cr6JRrNxdyTvFKiYhe4c+dTXNvCMsoc7B/TOu0w6Q8J0YRCYDllhqMJrZNTdBjw6P7H3Pn0bU52d7jz8SfsPLrDykwegxRmGZWizWy9QjweU5Oa0Silf7r7ty88SZxjAXEQ5KvgqXRBwhTzEZhTyYQxBW2M6aylsnz7dLY+/+3t1tPScvaNzjuhz/dR04I0JSHGSS7gfOq8NtVrndkI/HbBYVqXHMf+LUxJg2GQxAk6GrG4tsnc8gWUNqlWisjEptUJOGmHU+pAwCgc8cnDfbaPJ3i2hdaa+wfDp5+DYwnOrXicnIZkgBb5CForWMzULS5sOtSqgskko1F1iSJYala4eaXJgycjLDwOj4Lp+i4fNdNMk2aCJyc+7UGMnwT0h0Eeo6xSik6BJNb0FehUsL07IQ4z5moZr95YQ6sk9xlKExxX4ydD3n64TTfMODlJmYwlSZZjccNBSqsdsX3UY/ukjW1+zghXSmEYJkJqVpdLxCrh3GqFJBI0KlW0kpyc+NSKHisLVQ4OR4RRRhynDAcRSZRbd1qmxCuYFEs2zaZLo+lQq9vEWW5j4nompYLF4lyZUsHEdQ2qNZtEwt3HYw6OO2RZRn8wzLPMk4ijgwPq9Tr1SolBr4cGHNvi2994lT/9+3/K9374Xf7zf/IPiJM8AMAxNIdPdvn1G29TLLiUCjU8Q+HYJo5poYXm49vvEIYxtUqFwWBIr9vj5gvXcQoev/nJT/C8AggTy8zpAienTygUbI4796nXxpzs3aVRuki5UOPDX/z3JMGQ45NTxsrhtB9w2u7xxpvvoZKINEn52lde40++920KpiaLAlonB1Qb8yyvb9Dae0Dw7i8RnVN0r8cHb/8caRjsHxxzetrhwdY241Bw5YU/o1iuctjpIlWepOHV6vz9f/Bn3P7sFq6pcR0TrQUvvfR1JlGGHyWkwmB16SIP7z5ifnaO1eVNTKfEWFsMo3yB8Nm9LW7f/oitux8zGvUIE7BFiXIasmBH/P7XXuDy6jm+9eI1Xrx2nnPXr9Dc2KRa8tgbjLi3v8dw1PvbF55UQ5zET61Izwh7cjpqAWRZfmfPc7Onpl3TpIgzVnKmPy8WT2nGT0mB+ehkG593O5oc18mmzGfDENPsdJ5uwfKClq/a827ot1b3SCzLmprD56Ob63l0Bz5+MCEJg9zAvlAnQzA3UyXNoFr36AxCdo4nPNwdctKPSCKNY9pUXJNMa6I0RUrwHIPhJGH3JP7cE5p81S6FoloQXL3k0qwbvHR9iWrZJIxS9g992t2Uie+QKMmnTzokaAxbk6aKg6OQ3ZMRTw5bhKOI1ZkalmlQrRfpRyOcUn7IQlLSUNNph/hBwnx9lsvnKlQrktmaw1yjgGEIjtsx40nK0yRWnadcRFHGaJKxdzzBT2IGoy4SjWsZZFmG7RXRAg5PJ/RHKR/e6+BHAR8/2MGU0OvF7J2M+OTeMdrUFAsWw3GM4+Y2o1msGQ8TkjhjPIxwXQPTkMRRhuFIHFdSLBiM/ZQsTWjUCszNlrAMieVY9IcBEz8EMsLAp9vro1RKHPoYpkGjXoE05NHdT9j69C02z1/AKxZIk5SF5SW+/XvfYhIk9AY+0oSirdFJSHN2DsMusHe4hxAwGsX86K9+hW0XsSyDwA8RWrGz/YD//D/7X3F0fIqOfD786FOUhosXbrC1/YD6zAwFu4lrX2Tr0Ql3d44QsohSJfYOTkm1waPtPe7de8hkPODJ3hGDUPOP/9k/5dnLlyg3Gnzl+lVGvuKzWx8wmYxxilVUHDGuVXLU4PFDPvvkI3w/ZNg6Zndnl1T7DMYJ//E//jWXLm5g2Rb28iqFYpmD/V1GnQ6vPXeT9ukxtpWHYrpumW++/j2+9PLX+crLX+ZLL7zI+QuXEbaNWywjpIljWThougd77D7eonV8yEy9Svv0GJElmFaEbSZcurSGFILzlzeo1hq41Rq3du7y6w/fYPHcOqGIkabisDv+wsLzhRhPkmpQGYHWxHFCuVREGJIMjSkNsjTDNIypGj3Na8q0JT6rBHKaEnG2Pv9POpppC5RpjSVz7EhMcZqnS/WzNfp0hMuztXJnOqFUntOFBKGf2mhAbiNpGBIxLVKmaRImCmEWMC0LaVu4jkkYxSzONhlNAgwnQxsaU9gszTg82m/Tm8SkGmzTYmWuwOODIXGqGfkZgycpWgpMU+TFVQhSrWn3c2VwFprM1l0cE2YbBQ5aAWmaY2Yf3tnFchS2Y9CfJCSZQJPlRk8qotPrMh4pVuoV+t2E3cMjTFMQRxnVskW97jBbckkVBLHg7tYetVqZm5ds/CCiWJQctHMrVSE1SaIwLIkmzoF3ciB/PJgq0M2A9UVJom32pniNTjRhkkcB24agUfOIo5CT7hiNwCvZ7B8OsA1J4vsszJbInLw7axRckiQXmjqmhT9J8g1lAo4jc/p9lDAzW6JWcjCkyShIUKFCpQaWIZBC8+jxDgX38zhky5R89NEtvv6N32X30S2e3P2IRqVAmsQYssza+gZxHPH173yH7Yf3Oem02ah6FC0DRyrsWo1Od4ge+xwfhwSBAsb85u13+OprL7KyvECWKXx/wtpahSEW7735Y87d/Go+whsmFy4+x3sfvMmz115ES5N7Ww+5cukKH378iPuPHmGaBi/d3CT1h/i+j5IOf/qP/xGXrlxCacXDO/dYXFpEAM++/Apbn7zL/s5Drtx4kcWNc3RPj3EEeFJwbW6Bh48POTrqE6YKP8wQUmIXutSvbnK+VifVCpmBTmM2ZhoQLyIt++nNxp9MKBVncp8lf0iQZEwmA2r1GlmSBySeHD7CUnDUGvJnf/CH3L/7EVtPHqNsk4VCnbK7QBpF7By2yDLNaX/MlZvP88Yv/4KB71PxbKJKQNn20JbCD76Yx/OFhUfIXDV7luQpxj6gsR0L0zCx7TwyQxom0jCmdqV50oQxZUVaTB0Mf2uTdeYbe4b32IYkShXOtN0XOn/uM1bzGeyTm4lJpiUuLyxPq5p4WtbOvJo9z8WfTAPTsozBJGAdcAolojih0+4xMzODQOIHPZq+phOFeLZDmiSUCzblosVsrcBgmGLakpVlj8OTkCjJOz9NfuFKDWhBGCk8UzLow+pqBbcoGQ5HxGGMYxiIKTaWKIXQEn8YszxfpuLZdAcRUZphWoIwyBgHivceHaKn1qxF1+TyxjxKJRyfjpgtFUh8xXEcUqialOwymQ5p9Q6I2gn9SUSjbtAfJEhh0Dv2sS2NWwDPM0hSiJLc2mRtsc6V8zMMJxEHJ6M8plmZjPwI2xYszLhEiSZVAik1njO1hrVMXFtiCMkoiFEoMpWxtlTm8eMBipxGYdmCNErBgGrNIYlTqtUSrm1TKTbw3DKdzj6eaTNJIsLIZ+IHOFYef+RHKYlSxEnKW+99xPPPv0i51iBONaVykXF7j1KljmXZREnubXPlmWe49e/+gssb88w2q+y2Jhw9fsza2iJShnnyhchDBT65fZdmrcGLL17h4LjLwcEppWKBP/sH/4B//2//H3yl7vFo6zFL5y+xtnqRh1sjStU6l4ol6jPz/PRXH3LcHiCFxil4vPP+HTaXy7z2u9/mmRs3cg9yrUjCCNsyGPS6LG1scLle4+03f0V9f5f1zQs4pRr2aEy8YKL6Ix4+9jnqjfCjCKFN3GKFzY1VrjeKbBYcVKmYX0uGYGF5jeP33qBnKGYWlkjiGIHEm67GkyShXGny8a3bBJMQDEl/MuG01cUSIXPNGa5tbqCSGM92qZZdPNel12uzvnGZre3HxErT6Q5wXZd3br1HazjCNCX9IKQRjrm0uUyxXGRz49wXFp4vHLWcgodh20jLIlUazJxXHAUR/iQgCiN8PyROEuIoQSBI0owoy61KmXYpeUhfHtdhSpHHwzwlFeaVxZrmcD1duYtcZS6mnJxM5wDfmcxCnam2hXyK/TzN+tI56O0VXM5ApSyOgIyTowOyJMKxHcZ+gCEztFJcPLdOszbDteVNhhOfQTDBMA0KnsPj/T5H/SGd4ZjFRS/n25C766GBjNwyQucjqFImWWZx0h9yeDLk8e4EiWB1rszyTBUQRFFCEmlA0mqFSGkwU/couRae6WCZBonKCMI8XnhptoxlmDjCJYlN0JJayaNQNomzBCUNwiih1Q7Y3gs4OA5RKcw2bVaWPBrVIgXHYzhWtFspQgvKJYNG1cC1JEGQsLvf4ehkgmtJhJA0ZpZyDY9t0BuEnLYmgMj1b25utmQKgWFJ5mYLCAMWFyvEkWb7ST/PEc80kyAhjjMKJYul5XJOlGzUsKTDXH2FglulVCjgOs50KxgyCUI8z2RzpZlLGBxBuWxiOhqdZdz65EO6vRGPj1OOOyH7e7ukaYrtuBSLFdI05dmXXqbgWHxwbx/tlZgEITMzdWzLZOwPse1coCaF5ML5C3S7PdqdLlGc8sprr9Hpjrj70a+xrCKjwy1eeO1rpJnGNCQ3nnmVyWiCH8TsPDnk+PiAwPdZWl7hG199jebSKnGasbaZjyaBP+b08JCTR1vI8ZC03ycc9FFa8/q3v00YhkxGHcrVJnML8xwEEf/9e7fZa/VIUoXtFdm4cJ7vPn+F759f5NJzz8GFKxilKpODJxwdHLC39Qn7WZdapUIcJYyGQ4bDEaaRj89CQKfbp+h6fOnGNWY9DztJ6ba7bO93+c2Htzk47hDHMcsr6zTrVcrlEq5jcdruIaTNwvIqy4tN0AHd3lEuyVG5TUYYxzQqVS5duEzBK3xh4fnilAnTBlfkSZCmQRynSPLY2DTNbRkMQ0IQIk2DOMwwyItMojSW1KAUwpq6Dj7tYATG2VZLn9GuIeVzBuJZYTnDkj5nHubfCwEqUwhDPG0pz6qZnm7TDCmwHZs4ThiPhtRm5znttFkedzALTdbWV2jtPcByPWTqUCq1OT7uMexFKCu3cjg6yZCmIE4BkbG7N8G2ciA4iFLkb1GzUzJMKZFGjvUcDRSVgkUQKzaWKvhRzMxMgcNOLjXxowjLkqSp4rCdYZtwYWWWh086zNaK+FGM55hUSh5+qDGkZOf4lOXFBuODmMKqS6Hu0NchO4dtpJIM/DFRovF7WS4+LUmKRYv1xTrJ/TaDkcCQktVmDayETi/ENWF1oYmUeYJITg7XdNunlEsGtaqN0BmulREmOXHTNCRRkuEWDWpVF7dkYYYxk3GM4xpEQYp2FcWKjZNpyqVcXCwQ3LxwjW4vQAsQSDY3lnn/ww8xLJNwHOKHecCja0qiNKZRd4izDMOSxElGtVKkVKjw45/+mtNuhw/upTxrlHlw5y2u3PgaUkqiKKVQqfJf/st/wf/1X//f+Jv33iAbSW5ev0ar1WUYtbAsQdGt80d/9EOqFRetYyzLo17XmJZgbfMc//F/eJtzV67RmYxp9FoMBxNErUCqcra9FDDXdFhejLmw/FWuX7uMkSacrK/w3ps7/Og//Bv++E/+Cb3HW4BARSPixMcrVjl+fIf151/j3IWL7D34jKPdR3heBY2RTxW2ibAKLC0tcn2hycVqAWd5BWdpjSRNcEYDgp2H9KIxIzMDHbOyfhlpenRGIYtukf3dHUpXr9HudKhWKri2iVAJoFhbX8EPI5LwAc1amY1zz1Cen0cLcEpFtFFCaYVpuIziDNMpcnx0iswmLM/XCdSITChSpQjilHa/y4XFDRwEafh34PEopZGGhVNw0VmKTlOSJCHL4jzszjKIwpBE5FlZpmnmJ5eRm8Nn5AbiSZpiGgZyCsKqpxRncVZGch+Y6Uj2NMpDaZA5W/qMIKi1yo3D9NQV78ysmfxiQX8eeQwa13OJk5QkTkiCCVGacnLSYu3CLFmaMvYzot4hKEE4DOn0Jvh+HkrY9yM0CkfmsboFTzIcJqw1qmwf95F2rk8zhI1KNUEW56vqaQ2Ms4x2X1FybcIYQNLp+5Q9m2JB0x3EKM1UdKdITIFbcCiWTE66YwSS+UaVlaU6URTyaLfDJEyZiZN822RqTk+6NIoN9rJ9olhQcBwswyRViihLOTnJ8DxFMDqkUDCwDFhb9FheKDBOA/wwoViQaBXQn2hUJlhfKnB3Z4hpGoRRjg9VipKjk+D/S9p/PVuWpmd+2G95s7093uVJn1netO9GAwOgGxgAg2GAw4khQ6LEG4V0y2CExL9BumAEyQuOeKFRTJAaEoiBd41Go7u6fGVVpTcnjzfb2+W/b+ni25kN6aIY0ZMR5fPkOXVy73e95nl+D+vLLoVll/FcMBqllMs2tm0wGoVIKZkHESXfptkoEEXKh7ay5KudkONR8quUKg06vX2yLGY2C1hbaZDFc3q9KWGokWsZjqexvFTANJWPyzRU94yuoek2f/Z3PyaLFBVvOJ5gOQYiHDAddSjXlvE8nySO2blyhXfeeIXPnn5MGAiWV9sEz06Z9iN+9we/S7nWQGYR47FahtZqKhUlnQyo1FdZX92kUGnxxd5TPn/6t/yzP/h9RJqQxgEYFmenT2m1V9HQuby+hN1eYjIccmtzg6PNHY6PHvLlJz9ndXmD+fiCKAywbIvJZIRlmVwcPccrFCmWa3x2/xFp7nHz1ddYWV3lW197m3CacMUzKG9uY65ukKQpWjAje3qfw+4JedEC32FjaZtef4rhVjm76NLr9pjP5pyeHBJPu+xev02/c8Hy8jKjs+d0TcHK5mUuBj2uXl3HdWzyLEUgufP4GW++uktrZZU4DOl0BGk8R9c0EplT8V32zo7pzWaUHAtdN1W8cpJRqlUZhwH90VenTHxl4SnmBpMsxTIMBJCKHN0EFtemIIx4kTCcLlyq5BqWpvBdcZqiaRqObaMwposlMRq62ger4qL9IgqQXFN7ARY2C5T69xencu2lvkfLJXJxhDderqPVfP9i0ew6FqFjk4Qx8+mMcr3O0709fM9l5dINytU6731wjEmEocUYeUa76hFl0J8G5Do0yi6OL0ilwLEMKiWHbbNC1S9y1psSzAVBrKAgmq6TCoHl6KSxkhqEScphZ0yu5VR8i3mcqasFGsFcOf1NTSeJcx4enGEaGqNpDLnGxnKdlXaJ8dTg2eGQ7mhOKs5581aNUTCgM5wh5BzP0akUbE77M5Ikp1UtogUpuqWx0aqwvV7i8LTDasPBdTQ64wlPDqfoOjimQWPFpbXUQCQmmqZR8gNUlJrJcDSiWvTxfZPuMKZStej2QpWSYOiM+hGZEFRqHlGk7BPVkkPmOhhWTpplNGurrC6v0u+NSYMZMo3wXIdcZozHY8qlGrkh6A1DyhUPyzTQdYui62CbFqZusry0yrOHT3h61iWQgjzSSaUgB7q9Ht/99ncI4gEay4Aa901DY2fnEh98+QnttkGaSnqdHs3KKgVf4+L8BMe1KJdKlEsl0izDsh1EmhLPxuyd9vGHY5Y3tuj1h/zsZz/nt3/7hxwfPCcTKU/3n3HS71IorDOSMaXJhChNqZOze2mbwfkxz55+znTQx/c9ikVfvQ8Mg9F0zv7px+wfnnPRU2SDIEzxS0XqtSo3ru+SnXbxN3eZiQwzCgnv3WGYzDHbVdqVZSynAF6TeZQymHYxvSk/+/lneEbOxfNjMkK6Pdjc3ubg7qcstX+LzY1NLk6P0QslJuGIUqmGpkGaZpQLBXZ2dnl8/2N2L22j5QJd15iPB0gkO9s7HJ48pTMfYhsGQZpRdGwKlhIZf3rvY66sXGHQ/w9gLl+rFBkkGfujMdI0sB2dLFX56ZZpLPAWOVKkL60MmszIDZNUSKJMLtJHBZZlopmm8ngZ2svFrBISqstTmueYuXLH6qhRSUoJ+sImsZi2ZC5BKv/Qi5jXF2cyuShO+ULSrGkqaz3LBEmSEM9ntFZW+PyLLxHorO1cZXnplCfPD8iTOUXXIR1P0HSbkmcRS3WZGU9TXNekXDLINUHJM9hcaTGexKTxHCeHW7ub3Ht+huXpRHGKqRtoRr4AbqkRZ5YJNUpkOYamKy0kavQ0TJ3ZJCPJM1oVh8k8ZTCaMhwHCJkwnAR4nsFSvchaW+W198Yh42HKa1fXSGSGrWscns9JswxNz1mqFXn16hbHFz2mQUaWmNjCwk1stVjNFbc6FQLP1cG2iRMDFTevYRk2YZQzjwS1mkOaJmxv+Dx8NiPLJONRiGlZ2Lalon1KLkglGmw3S0RxjpQOg35EEh3R7085P9HY3l5mPJ7heTa94QVXti5xcaHhWGOCJKJdaSKyHMewqDfqRMLkj/76Z8RRCugkmcS1dVzHxDSh1+uDpmKXp9MJxVIJU4MgDHnlrbf5mx/9BZafkkRzZsGApeWr/O2Pfsba5lXarQrkkslkSrXaYGPzElkc4BeKtJY/XtgEIuIo4c6de3zjG++SiwzD1Ll69Q3SLOLNVzb5m7/+MYXXbZqXr9I5O+fG6jJHG9sMzg/YP7yH67r4bpHLu6sEYcKT5ycMx1NEloNmUGnU2Nja5OzogKXlFebTPs8PnnB9NMas1piHY4ZihFPUKdUaJEJjluaIecxFp8cX955SOeoQByHFIkzijPP+DKTkw4/uUBARB8dn7F65Sep6HO49Yh6NKRSqL3c1jx8+5I1SkeF0QhgEmKZJpVJmMlKBikkcsL6yzfmjPkLPyaXGLElplFsEwZhgPuF8dMIrr7z2yxcez4CWY5LYNp1MMk8Tck1DNy0yKUA3yYUATXVEQZQSSahpYmEsVV6pVEoywJALK8MLoiH5woGuOh/VMKmzuNoUvfjTL37kLLQ7eY6JUi8bOUjtFyqe/KUgUX2EbZmYpkEuTaIwwC/4FCsV9p49pVQs8MZbr5AlIdOZx8Zqgyia0Y1SbBt0YZBrIHId17bQhEa54DKaz4AETU/YXPdBmty+vM7Do1OCOENkYJmLEVIzVNZ1KplGiXJvG6aKM9FybEuj4thM5ilxKEmQeAWdZtvh6WGP8SyhXDZJZUrRdthYbTOYzPjgszPeuNrCTEMsR+P0dEylYlCa6zRrHiedgPWlBmmaMprMODibkwPFos5nz0eUKhYl36XgF0hFxOO9E9q1Eq9ee537+yOm0YgoCEkzjWkgubRd4uwsRuoaIlHgN3JBu+LiuRZZJvE9pfmazVIOTmZEkUYYDZnMpiy1fFZrNQxdX4zsEs0wSAOJa+mUyiUO+mekiSAjxTV8dMdn73TAvafPScKMou1gaBqZmeM7FpWmjUDiuRrnp0dsbl/m40/e481v/Bqm4yLimOPDI9orZXJyDo+OWKoVQUo21ta5efMyve4AxylCmhIM+5xkMVuXr5FmMbPJBMexmYQhUqREUcIf/q9/QtvNeeM736NUrGDbbS4uThiOetx9/ohv1mpYjosjEra3N/n7/SdUGyGem9DtDnn/0zOC0CYTGWgapXKNa9ev8NruFjo5n33xCaPeGZVaC7dcpKdJxOiUSt1heWkDaVeYxAov++Xdx2RCcNHpK2dAOmU6nRDOIUkzNMPEsE2e75+y3CzzerlAGEY0WyucP35Co1glCOYUi0Vq1RLj0Zher0uh1OLw4IiV1WUMDdqtJmdnp4xHQxqtVWy9iGMKpFSolVw4fP2VN3l6dMp575DJOOX/9MsWniSOkZZLgs21dpEoibmYzpmkCQlgO2rAyaUgS1ICkTIIUxw9x0MduLNMtcKWYZJkGRY5scggB9MwFyB3dcUyyUlljmtoCx5PvogyVrsUpUv8R5Ermsrdki8Moi8KjrZQV7/ghejgObaSBABxHON7HqPJlLPDZ+xcdbl2eZ17D54BOr7v0HINqkWTi/6Ekme+jPioFnyyVDLsxwThPoark8iUKEx4/HxfZWwFAr/gMJ/FyExjaamFTCXDeIwQStuUSwW0NzWNtUaB+TwhyySZpqkiHqeYtoFu5VSrFpYpqZZtokzws4/3Fp2PS6FWQh+EPDu4UNEtWcZyyySLYsI05LzbJ80iLCsmSQXFgs2j45nyigUCTcvYWCsjsjLB+RGSnE6/y7fevMqnd5+ydzwkTmZMpgmnZzNMw+L58xm7q0VOuhFSl4u4Z4Hnmuxu7vLZl3tMZpIoCplHgaLwoVG0HRzHYDKNmBz1uHr1EpvbOziGzvs/+lu+9Rvf597TZ9iWiV9ucf/LY3rDPdIkQ6Xl6ogc4kyg5bC5VmaexmBCqVDk048/YOfyDa5d2eXxg88xTI+1tXUMEVIvL3F63ieYhxT9CqkI8Eyfz97/B/xChdFgSPd0n2/9yncwLJvZbI5pSr7/q99leXmF/+6/+e/Z2FylXa9z//497Js3iFOJbUqiOOQf3v9LfvjD36d7+pw0iWistjnY3+fmcpv9nWvc+egjSs0K1XKIFQeMJxrFcp3tS9u8c/Myq40qRrmC7PcYj0NmowGNpTVW1reAhdK6UGYWZpxd9EjihExkHF8MiKMAEc2I4ozQs4mTFMMv4BddKrUKq6urOI7FJ++9z/HDzzCaG1y/do2d196AB3d49PyIcrmElDm2ZXG8f4BpaTSqLn/9448RQnJ5o06zXmM2j8myjNXmOkuNKncf3WG5XGFpeYP5dMS33/kaP/8w4q1XvvlVpeWrC4/heDy/GFMpFTDJKZgWl5p1Hp+ck+cGQuRohtL1WLZDypwmGhJBlGRomoJ6O56nMrh0jURILEPlpwuRYCrStOqENA1tEfSn8wskhgJR8wuf1qJzUotltYRWMLIXy+oXFzP1U7RcLcIlkCUZhgEYJtVqmd54AE8eYLtFDAPiKGA4jBB6yukgAsvANiy8qsVknLBcb9Col5AyY68zoKQ5eIaF42UcTwYMpzGgkaQZpqMjco2LbneRsqhyu/KFBcK0DLJE0umnSCEwrZw4fhHhk+M6Br5rkqU5ZxcBBdcki3Im85Ag1RgHBmeD51xZLxNME8qVArNZRLVmcTFLWWr49GcDcj1gpV3Ad9XS39A10ixfkAl15tM5Ba+MpntILCQ5m8tVNte+zv/yFx9ybzJUIsREkFsahycheaZRrVgUfQthaEzGMXlmsLqyzgefPGM4HpGkKbap4fkmmpZju6aK+TF1atUmzfYKy+tKdTv/65/R6XQp+U3a7SZPHp9zeqG+b6ZuLgSPglzTabVbfPe73+ZHf/GXWLrk9s01JvEc33b48ss7vP32N7nz+R+y9/Q5W5tbdHpTuoMJjm2w1PK59/gY0xS4xohCpcp8fkZvDpcubTCZRpRLgu7ZMUEiqNUbOJ7Hr/76r9Juldjcusp//V9/ycnhMbNXblGvl9BzwfryOp9+/h7ffPObnPUO2TIdKtUaWhpz/couZ8dnyDzncC/A8Spcu32ZN67tsrPcxCyVMQtF9p89Y61a5ge/+X2sPCJPIqrtdeaTAaZb4GIwwnEs4jDkg0/u02q3SKKA6WiADsyjlCQVvPHmK2xub3H/3kNm0xnbl7bpdjqEccZnR112JIyXl6mUK1Qch2+++ybDIGI4ibl+6xWqjTZxFPLpZ59w/dW3ETInCad4pZzxvEO/16NWqzMejPnu177H8fPHfPzxe+DC4ckRt26+QxD9ByyXO5M5kzBhuVEllzmO43DU6VOyPVZ9m1EU05vPiJUnglKhQOqkyCQmSRLQlCpZ6AZ5EmMufFWZppGGMQXPQS66GfGyyrDgOStWyC+KSf7CjK7GvcUVeyERUivmXKIvvGOwyHTXdHRNaYAqrsN4EjCbh2iWg++aVOstur1zCr7k0nqDv/zxJxQLLpbno5dsDo9GmBY4lslUj7Bdg0xoDCaRiuhdWCi0VGM8SEmzfBEKKNWFTYIm1Xfa1HOkUIVFSnWIL/gGYZbSbjh0+wGmoUZEa2H1iGJBFkoub9QoVUzq1YSCO2capvieCbjUWzXayyUmwzl7RxNuFkvsnQckUuKaUCtpVMsNrm8K+tOQKE0wTANNy6lVPcIgJk6mtOoue4ddql4J13bQTYt//sNvEk7GJOmIs35Is+DjuiZhkFCo2cx6gnLFIosgzXPms4B5OCPPU3zHYLnt4tgmiRAcnw6pV0p0+lOWVn1m9/e5/uprBPMZv/47P+RP/uQPMaTGwf4hUSRQsgnFjXYdh9/69V/jjTdep1qrEAQhr7z+Kj/543/HN77/bd77hz/luNsnNx6ytnaJb33zV+gcHvHBJ/fwXZ8kiZHYDM56xFGO7esM5hMMr8TVG9c4+uAOn33yOfvPnvOf/svfIY5T6o0lNMPB0gQ3X7nFwy/vYJh7/Ee///v8+z/8I+7df8B3v/M1hJRcv/YOf/G3/w7D9Rj0uqy2tqiUWxwfT1jyXb727quUSz7P9s9Za7e4vNLGKZUwyxVm0ykXD+5jxgGpLzna/5w33voumVTQveE8oWw4TCZTmo06o8EQV094/vQxaZaSRCmmofPqa7fxSwUuTk5ZXllRD3NDZzgY0u108coVjs9HbLV8Lo4OKN28TWFphdl8TJKmmJpge/eaSjbRdNZ2bhAlkorvsLF6k7O9OxR9h/FohBQxlVqJ2XDIRW9EvW5z0o05mE9ZGR1TcptfWXi+UkC4dzGh6rskImM8CQjmIRgOS80ahu2gpYKCabHqlbjabONpJprUsR0P27KxDAPbNBFxjERDCHWvynK1UE6yhatb5otx6xeOdkPX0F7ym3+BUX15KNf0l5nsLyJiFuJh9d9RT/RcZpDLhcpZ4jkWhWKBJIrJ0ZkOh8yDnLPTPboXF2xuriORDEYBS40C1zcaPD8cMpmkJKnko0+f8tmXD+n0Q3KpUy15FEoGvVHIOMheZl1rC0mzrikPWprlKjHUAAsd2zLQhY7IdHzPoFS0KBUsHN+gXDbYaJeZTyQHxwGjudo31Ss+2xs1NpZdqr7FerPEr3z9Ku16mUqxyJPDMfNU8sWjKUEiiOOcMJWcdgMc22SlXeQbb26xuuSh5YJ20yGchySZQMqI+wcnL38fgmBKFIeUija15gr/9Feusb1eZGXJw3d1SiWTNJFkUiPHJBGSKJoxGfYxzYxK0WJrzUfTFY1wNpOMJyn7hyPCQHB6cMR0MuGzO18QzCYsra0oPINv0RuE9PoTUpFjGhalUpF/+Z/+J/zmD3+IZZmcnZyhGyqhtb68zl//+Z/xq7/xn+A4Og3PplgsUyjXiYRLxfcpOlAtexRNjbZVxNAM4tQk1zV6vQEff/AxUgTkekZ/OOHi9BjLsrk4O+HK1Rv0uudcnB4zm85I45jtnVU0x+Lhg8c829tHMyws0+Hm1dv8+d/8e5bXtuiOTuk/32NpdYVRJrh0+Sprm7t85/Xb3L66i7u0TGpZnDx6xGz/GcHknMPOEy4GR1y+9jqJ1DjpDhiPhzx59JTxcIApQmwz5+S0Q3c4YzyZMQ9TNi9tsba9QaNZY2Vlmeks4Isv7oEG25vrCCHQdYPf+73f4pvf+BrhTDLrnxEEAUvrl5gFAaDzeO+A5/v7hFHMeBqSpJKdtWXefOUm6yvLpFnGysoKaytNgmCG67n0p2M2NzZxrDor7TVE7jEYJ2RfHZ3+vwF7zzJ818K3bCrVMp3xlIpnEycZSRRT8H2iIGWz3WS5UuG19VUuN5rkoaDkFrFcD8MwQQhlTJQaKQv0qaa26HEqSNKUbJFSamhKq5PJBf1CU53Q/78yWS6MoTJXIYOZyNAMY6GUfqH5UXD6F8trKVU34jsmucwYdHr0RwEPn18wmCRcdC7YXCoziXK2NxtUjQI729tsLTfxC7qy3ts5uQmlioPIYdBPOO9GRKkgTFN0dHKpuhbbUFcXw2AhOARyHamrN4Jh6JgmNGouBdeiWXdJUkma5WyuNlhpeYvEg5xM5Gh5Rhqm5Kn+Mt1iNumjY3B2OsTDglxTdgxLfc/SDOax4O6jMx4e9Ln7+IggyFhpFLi6WWW54aKRcXzaYzLJqPg+GAZJEuF6LmgWaytN6tUVvv36Eo2aEgzKzGUy1pglMee9IZkQBHHO8/0jmk2X5eUirm8hc52LC0EW29RrFZaX6vyLf/nP+Y1f+zZalvLRh3dwCiVlKM5NTs76jCcBmZB891vf5L/8r/5L/qv/2/+Vazdvc3xyQq4ZtJaWKBQK6tI57bHdanB2cspbb30HvVzGsgyEyHjlzbfxbPALHr7nUS0WOBtnYAh0K6XhOsSJ0nZZluo+K2WVMtFqN9F0g875Ee3lLYoFm0K1RbFUJIrn/M4PfxNLM3j8+LnaP+Y5ly69ynw+x/ZtDvbuY9UrmIaB6yrrjue5aKUSme1w9OQxvQd30eI+QhsTpGM2dy6xtHKV0+6MwXjKwfMDwiDE0DXGvQ4FV2Pv4QN6oxnzIKZcLrO1uc7Xv/ku1Xqd+3cf8eDeA9Y21nj11Vs06nWSJGPU77G2vsZwNODBg8fceXLMeD7j4P4ddMOk2WwzvDjlndevMJ8HPHyyj2M7fOvt17i0tY5pGMwnfVaX2ximTaVchhzGwx65WaS1tkGtUqN7dkYcDDk+PuDP/v7HX1l4vnLUyg14eN7BNU3WamWEYRPEGZ5nU6tWOesNuLWzRhqGpFGEYemcdwa8tbNFwbN43htwNpmQo2HkkkwI8gWv2TINxAszqK4vQGDqjJ7nkMsMoZmYutLoyDx/KRxU3qhFGGCulDyazNGyDAPUGfuFG3vhxXlpSl10IMWCx2w6R8ic4SxWKAhNwz095vvv3AAknmvjlFbo9QYcXnTQRU4QZZSLKqplNE+YzzK63Rm5oQqdYxokIiOXSi6QLtTVRdckE+oiJ+WC6qfn6KZEZpLHz0YvYfcSwZfPDrlxvcz+qU4ilF9uMioyDwJOulM0XeP4fMY4CHm012E6S6kUXF7ZrXE2mtEdJGBqBFFGnud8eO8cw4CtLZeVaok4TpnPczaXGir/fJ5yaWuNZtVTV6M0xjQsTNPjyuVttGyIbbtst6ssVVO6vadIEtoNn+kkRDMEtqsxDGbMZhnVhks6MxkNMpIk4Tvf+zb/5Nf/CePxmLv3H1FqtPg//hff5X/+N/+G4+NTdncvIeIAz7FIPI+33nmbH/7ObyOlYDya4Pk+KyvLL1+bnfNzLp7dJUpjptMEbzah3myzvr6Fbhjcv/+QVqPM2toq8/mcSqXKeNxjfc1R3rxIYGPiFz2KRZv+KMb3dMpFm88efMbmzhWKvse9Lz7jO9//AeenB2xuNEkSgRQpy2sNfuMHv86f/dmfK3+Wq7Q/t669yt/9w1/xzde/waR7QLnWRkpBvVGnc3FBqVzi5P6XVMoe82hCGkeUam3Wt26A5TGLUk5OzsiyjMFwBukTbD3DtUxMt8GTJ++TC8n65gbbOxt8/tld3n/vIxrNOvVWgxs3rrG03MLQVcrKbDLj+OgETYNud0Ct0eD1N1/j+RefUipMiaOItY0rzE7OSOcRo/iMf/LD38EyTXJyOqeHRMGQJAnIpcRxfVpLa0RhSH8cIXTB51/ew7Ny6lWXonBZbZQ5/uzgly88Nuokbuome52hemPoBkXXYrlWI89SHNPAcTxElvHxswP0XMfLE7IwZb3WQJc6UZ5xOhpiGOrqlC46GCnzxRlcgcZMx+FlbmauoSHJpIGhqfBA8hyxKEJSypcGUUPXyYRSR+e6hm4a6iQvxeK0vlBhLwBYea64zJVqEduxEPkJsyijM4ZaOaHb6VNvlImThNnZASXTZanQpDeZUPNMTMPAtHNK2PiOzVk3RCQ5Wq5Ek82qz3CWkKWAppbpaSbR0LH1nCiR9IYBlg0lzyKXkmmQ4VoacZaDrtGsO/ieRbmgmMNRouKSO/OMVDOoVTVEbNAZhzTLPs2mTy5UoREJrDUKzEIVSSNzNeZpms50KtDEjFzkbLVtHj0YUi277K42sT2XJEm5c3efaHvM5vZNdMPAskw++3yfK5fayCjg2eCISgMwDAqGzmwKzaYHSGazhCQ2GPVBypRWo8n1m9f4rd/5bUbjIQf7z3n3rdepVCucHh0x7I/4+IOPuLSzTbNikUY63/nd3yDLTf7mb37E7VvXWF/fUpiTPGc46DPodznbv0vTsbj6ypvMU8nP3nufleUua2vLfP7FXd588x0+fu/vabQaGHqK67mYskhBCJ5nHfyyRTLJCZOMquWyvVkiSGMmYcwsSvngk5/xa9/7LeZByOnxPssrWxwcPKJUbpAkGrP5nEtXtrEdmwcPnuIXiqyuLHHp0m2e7z8E2+bJl58xi012d3ZBg0KpyNnxEVo+I5r0qNZbxLikhksmJdF4TKc7IJiMuX9xgZDwvDsjyyXN7gnf/HYLYc4pODara6u0l1q89c7rHB4csLyyxNr6GvP5nDhOMPQcy3Iolgqsb64RzAMq1Qq7uzsM+31OOkNeub7O08cPufnKayxv7/LRhz/ndHzAD/7p7zIaXnDn07/j7p373LxxC79YZDyZ4lgGg9GMVrPM4ckRq+0S5VKR2eCcS5tt+sNgQSz96lnrKwvP7kqbNIlYW24gMslwFvDkrMswTsmGI9olH90yyIUgEYIoTPn69S1SJHmiOMC19hLlokuYCmZJQJaE6LliN0tN+Zp0zSDXFwVo4UbXDJ0wyzAXKNQXJ/cX+mSx6GJU3VIQ6iRL8WznJaP5pbWLfLF0lmoM0pRsOgc8z+bVKys8PeyRiJyHByOubOjkCCrlKuQmYZSRZ4Kr622mcUgnnKFjomeQa4JW1WU0SYjSDNO0FmB59eubpqGWybq+EIpJKgWLWZhg2SYl3yZOBLalIWSO65s4lk5vkGESk6Q5Ddsk1XOSLESKhDwXHB4KojiiWbYRxZyN9QI//+ACx7TYWa3RGcwouS7FQkqUqKJcKnikSUI/zvAcjS8fnNKuFQnSlLpXRtNz7tw7YRakBCJGRjOwfKqVMmutKgenT7EdyUFnQJ7n1Ko+Lj69cUgSZ3ieRSwE0zDk6tpl/uBf/AHNZpNc0zg9O8M0TF5/7TaGBiJLmE6GWHpEMO1hOTY7m8uUHMHFRYdbr7zB22+/hWEYmJZJEAQ8+PQ9puNTaiWfWsXGr17i/pOnzGdjir7J0fETjo6eISJBo+xxvP+U67df5drtN8hSSGY1Pj3+CYmVKeJi1WC7WmQUZSSxYB5FzENldr6/95BXrr+OocPBs4f0un1uvPYm89kQw7LRgeGoxw9+8zf48z/+U/7j/+xf4roOUkquX3uDn7z/t3z/a/+EvYePaBYcwihmFo7w0jHlWgu7ukuQQRglSBnQuehRLBW5uBgw7PYQQtIbzRFZTpRG2LrPuN8hSzSaJY0b17fpDUY4jsm3v/ttbMchl4qy+ezJU2bdJ9h+EcupU2m0sCyLgu9xfn7BZ598wdLmNl/udbjUComiq1RWNthYO6RUGPLv/u2/Zjg5AZkyyxIOnz2jubLGyekZBdemO085PDmhXrDJkohiuUylUiUVc0xDpzeasbOz8csXnla1wBdPBriWqTxXQiB1HZllJHGCVyviOzad0ZRnpxestyp4jkkqQDNtvMzkrNPnbGgSyQyRg2k7yDRGl0LtcoTAMFQQn5AayHQxfpkIdESSgmmqixi8MJu/RGu8YOBYC5d6mqmPN01TjVWLS9fLD14sT/OXm2qN3c0WR+cjuqMZmgRdG1CfRFRKKcPxHMcymEcptuNSLhQI45hSySP2I9A16lWXznnEl3t9bNMgCJOXBRSpLBy2YRDnAsMwyNEouAZBKDm8mJOlknrFQmQ5lYpNwbO46ITEac40lNBP2F2rEKQRBUey0Why7+iCMMlxiwbJ3OTO/QGDaco3brco+zZxKpkFglrRpjvOFnstSZqy2KvpzPQIaWhcWi9z3h8zGIVMZinXd1rM45hR54xqsY2ua/ztp8/5wbfXSbIpaGeINCGMUqQ1p9H0iOMc33aoFGBn9yp/8Ad/gOXYXHQ7WJbN8tIyUgrCaR+pGzz86CMm8z12tpvMghRN07n65ndpHD1m9epb5ELiFwr0+33CXpfHX37G5OIxr7/+dU46Q8bDmNnTj2k2iphWgBQhlWKBgu2QhAmP792jWPKZT8csv/EWmIuu/NEHyMmUIErUg0HXydEZTEOyVB0hlH4M3v/0fSX6nOqMhyM0u8T2zirBfE61VmM4GHD1xhX+6q8cZBKgaTZS5mxuXmN//y77p8+5fusmuSY4Ozvg2s4KQVqCcoNxlJLEMXt7R/QGU5pVl6ItSGddTjojklg57U3LhFQSjDLOj/fx/QLaPKHz+fuE9Q1cx8E0TcIwoHvRwdJSJoM9gngI6ZCyA4+eHPHGm6/i+y66bvDNb32Nre1N/t//479hp1ng8aOHXLp8leXNHc4vunSmXaazmHIZqp6LNDQePXmGoedsb65y94PPqZYdjJJDmCTY0wH1RptP7+8jspzuIObK1VtfWXi+crmsG7qKO7VsdMvm4VGHWCgchG3otMtF0mDKRrtK2bU5HkzRbQ+p6Tw+7lKultlYboOpkyQpIhOLnHQNUwPH0HF0FhDwhWdLN16iLpQiaAGqejmesUCtqrqRSZUDDurXSdL05SgmcwG5ilp+oXbOF7of+EfpFOS8e2uTSsHFMDWCVCCE5PlxhzCOmUYJ1aKH6xgMx3M0YZBHOdFYULVdSpaLYxu0qq6K+NHyX8iupUri1HRlmCVXqZG5psa+F1E8Bd9ie6NK0bewLZ1ywaY3jkgSyTzOuBhEXHQSMiCSEUsNj2LBYGPNo1x0mAxzsiwnTCLCJCQIM4azANPMsQwDxzQwFiOnlGDbKgmjP4m5v9/n4HzEaBJyabNFwXWoVUucd85BCixD441Xr+HZFY77F2SZ+jXSTBClKa4H1YKLluncvnaN/91//r9nOp9zcXZGs9Gk1WximAaTyZhOt89nH7/P8fMvsXWPy5d32d66RDKf4hUq1NevMZ+OOT16zgc//QeOPvk7ul/8hM7JMy7feoNP7j1j//gcw0ipVSTd3hNORscst1osNetUy2VqrQaT4ZDbN1/hlVffwHQLGKaJYVl8+1u/jSYhE0ppPwsTpmFEJlTXXHQciq5NEsGdu894uj/i6eE+cZLwkx//hKXlTfJc5XS5rsv5+TH/+X/xf+Av/uRP0TPBqNdFCsGNG+8ynQ2pL68yGhxguybSb3E6igjjhIcPnjLoj0jmfUhn+FbKh599yf7JAEMzKZWKeJ6Lbdtcu75LiE53HLO7e4WxEWLnEQ/u3GUwnDKfzxn1uzy6/wnHTz/ivHdGnEqCOKVeL/Db//TXWVldRtN1isUCSRLz0QcfIjWd4WiGNuvT7Q2pLq1hF31u7e6Qpzp5aGPh4FkWEkm9XmUeJuiGROYpo1nAWX/KNJhxcNKlWm5jGDmlkkXJSL6y8Hxlx/Ppw+dsLzexFzjMpbLLaSSplgq0Cj69eUjF1jgZHSGEgWtaHHUHVHwX23X5+MFzbl3d4njQV4thKRa4ixxjoVjWF0bQVEiMPEdoGqapEHmZyCGXpFIsUBoKTKbr+suOJVeWLBWpnKuRKknTRdtpqZ8nBZpmLNIpFsVGmbrIyUlTBSb/5mvbPD3sUK+6HJ9O+N7Xr/PxF8+VN0zXqFWKjEZTqpUiru9QLZewLA0tFtQrKQXPIolynp4M6U1i4kS1PXGcIzSFzCgWDAquxslFhG3rlIoGWSoYjROEyHEsA83QaFc8zvoBtgemAbolsXMDSzO583CEZegUCjqZEEwDwWa7QpBEJFnK+TCmO5TEQhAlYFsaXlEjDjVsU2VNObaB4+hcdEKW2yVsW6fbDRXSI03xcYlEBCLGcCyuX73Eoy8/5aI3xbN15lJRBvQFdcD1lDxgdX0HkWXUajUMXUHDcnL2Hz3k4PEHVOvQqpTxti9TsExkqnLF++enWG6B+XRCFEeEwYwnX3zCTruIdHxsy8GMAiqVEtp0xnh2QJyG7B1O8T2L+9EBq60GWq4znWe8851fYe3KDcW5CSM8zyfPc1ZWt1lurHE+OHlJMZBSmXQrnkca53QHgjBWjJksnWHkBvMgwTR0/h//9/+Gf/Wvfp80i3Fdl/5gQLfzhOk85vD4hPX1FUyvwLK9w/r6JeJoTqG2wlwmJGlOrzvg/LzP+ckp0+mUSxtVZtOAIHA47nSRqUOxUMAwLRqNBtVamfl8jmH57J0McEsVHNvis+ML3tm9wurrt3l69xOC6RmvXdtkNhtTri2BlnN8ccbe8ydsbF/hw88ecvXGNWxLo761QXupzerGBqPnD3BLBeLZEMvZ5cqlXU6ePebWziq2azIVGfeeHGDoBQxMGPZIw4x+IBnZI0plk/2LmKWqZLm9hp5NaBZ1xKT/yxeeQqVEatropgNayihVBSOazQn0nNu3rvLv3/uEOBV879WbiCTk6ck5WqtCIhOWGiX+6vO75EiqJR9DgygR6AiV4PBCESgFmqYr2BgSqeuq8xH5AhuhMBVGlikkZ/7ilK7MpULqSC3H0HJyFAZS1zRsXZkwZQYglWM9f8EqXEC8NMXsQeY4jk3Rcznvzsg1OO+PqZZcKiUVG9MdTqlVizQadXzXVvndwzHVsoWYJMRajl7OSNIEzzU56QZkaU6eqV1biqBatKlXTI4uopfXLcdSPOvJLGN3q4SIEp4cDKmUHVZb3kuRZKPsohs6cQqGldMbJ7jnOsFUI4qVsrlUsBkMBUkWKs2UyBG5IBkESGGgG1At2bi2hu2YhIUM31WBXpalEyUZhmNhGSZYBloWkudFSsUCjVodYTQJk5x7z48wTJ0sywhyHc2LsewCT+7fp9Jap1ypMg/mnJ8cMx32SYbPmc1Cao1dtnZv8fDjD5iEAStXvoZM+8znUw6ePmbr6nXOT0+wHI/d6zfonzylVKjheSau5/Lu5Rv85L2PefhgSHvFIhWSi7MYWRdkIuKVm2/y5rff5OT0gp+9/xFHRw+5tH2J7//ab6s9YBzzq9//Pf6nP/zv0WWOho5v65Qth+PTgFmkujkp1dVUkmHpDq5lcuXaVTQk82CGXBR8zylRqxsU6m2ePvmCt7/xHQaDHnmu4oANo0C56nJwdJ8kSRn0eoxHEyxTdeKfPzpFaoJ2u0C75pNGGoVak5XVJebTKWen55iWyTwUxJHk/oNnvPXGJfbiQ96//4jy8RlhPEYaGrNgSrveYndXXWXLfpnP7t3l44/f49K1dzANg1arSZ7nFAsFZvOAWW6zf3ROu+SSzK+xvH0FzdA4Ojml2zsjN4tc37nEvfv7fP5ozNvrNcoVje4QXKdKwffRshGeZeAYglZrjSwe4ZveL194LsYzTkdTcqGxvdRgc7XJ8VmXKE65ubHE/vE5r2+tMI0l1bLPfJwwCRNuF4vk+ZhH5z1FhbN00iRGt010wDR0MikXcTeLnY1U+yM0BXvSEaAvktRzhTjIlb0UqRsqxfQlHP4FPkP9vVyYT9XntlXA3z9aNL/AqWq69pJwiBrtqVdLzMIEXc+4++wMgxzDtFlrlrjz6ITNlSppknDQ6SnWcK58YINOiGFqXHQnDCeJKnRy4Zg3FP0NA54ezWhMPGzTpFyA2UwQJZLNlYICd1sGqaYuWbmQhIFiMV/dWuLuk1MsW6foGVSKOpWyx8PnM/Jcp2SbJAnceTDGda2X4sw4Vle9QkEhIVzDoF5yF+svSaPqIKRkFqQksbKrFEo2wswoeE3iYAp+E13X6M9zil6d7ui5ymNfiDzTLGMe5JRMg6PDI9pP71GpVDg5eEDn9IRSqcz27k3alkWn85zP776Hbrk0Wg12r67yk5/8HJFozIc5yxub/PRnH3Lt8g4r68t8/vnHFJKU7779FqZh8cH7n5BlgiubVzmfP0Em6ndfpDq+V+faK++gofMXf/nXDCd9ttaX8PwGx8dH7D39kkq1zdWrN1htb3LRPcLApOS4zCYJQQxCsig8+SKVVuf2zRtsba2xfWmD6XhAEMYsL60wnY4QuSBNYl5/9Spne/d4fP8OzeV19TpMM0zTI0dSdnQ+eu/nIGJklnHWD9ANCyFMXD8jCedcajUJowS3WeHo6IRqtUy1XiGOYqr1CiJ1aBYS5mGG7zj4LZ2yY1KUFQ7OR3T7c1IhGUcZ5VKJ7sU5nm1jkHC6/4ztq9eZzeYUS0XiMCALJ9SsiHmUUai3yTXQLZtitUn84C4ilzx9tk/BcoizhMwQnAnBeGyyvrbKzs4WtmWy9/ATKiUfxxSUqkuEQU6n/x/Q8Wjk2LpNueCwubaM5zoIITGExDR1WmWP0+GMzaU6s+mMeZyy06oyDkNqxTItL0AzLZJ0DrpOliS4Ku1d7XVAhZEJBY2PhQDLIhcCoRnkWarOqItdiZCSNJFYZo5hWS/6loX4UKIZpvqqNbUTSpIEx7IwTJMsSV8AmV/8hTwT6IbSELFg/lSrRTRd4/RiiMxhHsSMJxOWqh5IQanocXLeI4xiHFNnHmfIVMn7p1FKkudM54J6w6ZSgu4owtB0cj1fxMbopELhJpIko+TZ6FqE5xrYtk6eCYbDAN/SaTeLPNwfoekmJxcjkkzQn8Rc3iix2vL49N6ALNFwLQ3T0nANk/4oIkxDLAxSkaOZObmAKJSYpoZlGwzGMVsrRZIko1Jw+PxxlyDMsE2DVpxS8DS0LOGi08XSLLZqm5imQbVawreWObzYx7Z1kkgq+L6mIzPJStMh0wwuDp/jX72K5/psX75Nrd5gNDrj9GIPmScYfk4eb7J3fMTHD3+GJMO3bNYar/Lgw/c4OXyECEbM11q0GjXO+lM+vKvMouVygUrJZJhHTE8zPMuASDIcphhWjJQ5lgEbLZ8w6fN075T/8//lWyBTHj/6kL/56z9jY2Ob7//KP+Pf/S//LZ7t4hgmoSFYTPYLoanGcqvF7/2z38P3LZI4QKQxnf6Ana1NehfHGLZFHIw5Oz/AyhNeeftNSrWmOnroBrq9CBuQAl1EDPsjBtOAOM3xi0U0w8BMM2zNomjahGGIY5kY0QDdMDBtE0s3yHMlBTk9mRDOE9zpMW+/9Qq9zh7tYoVpGHB9q4BlWRycnzKZntB3LDRNstpeIp1EfOs7X2MYw/HRMUfPpmjzAZZhUqqWqTdqzMM5qQQHKFQa1CoV7KSEnsDTkwsCmdKo2pz2JjSbLW7fuka64G3N5sp/aFoes/mMILboz6a/fOEBnRs76xR8H9syETmUPY/edEaca1iWwePDc9badT57dohl6LxxfRsNyXF3gKbprNV8DrohjgWDWF2YXENDSo1cQqoaAdWj5JCnKblpQiZeQrVeXLFylMgPIJXK8awYzioRw9Bzck2NYKnIsReAa8tUmoKXELEFVtXQcpWnroG+4EnnQLVSYDYPSZIU1zGZhCmDyZQ3bq5jmha6BoahE2eC7dU6Xzw8oV3xSSWcXYzJNMlsmpOk+cIQmy/y48HzTHQNEikJY0kQzdlY9tF1jek4omBalGyT4SSiMwwZTmJ8P2ceS25cajMZRdQrDidnU0bzFG2RGBFnCtdZLpj0JjFSE2CoJ3azogiAQRQjEkmmaxyeTdE0iGNBEElqVYf1Zpl6zcM2bEbDEN2ISOIJMo0wdJtyqcBsMEaKHNPQCEX+8o2u6Rq90YjlUo0snCE1g9bqJeazCfce/4xMhmQip1A0SDPJo2dfEseS5WUbmUu0MoTxKWFfI8tCzs9PcPKYaq3K2nKbyTzmjVcucXj0iPP+gCQTzEcZzYqLp0nORglZFqnLZppQa65Q7HUw6yn/z3/932FbHt/4+hscPNnj/v1Peeutb7GxcZVh9xDT0JiEMUIKMgk7m9vcvn2T3cvbZCImjgJcVxWGalmprEt+kaP9h4ynXZrLm+xcuonrl9E1Xe22TEOxq3K1Akh1kyCdITWbUtVD1w0KxQKtdoPJcMR81qVQdJVivOBRq7jMZgHlchlN0zAti5U1Zd7sn5/QP+9g+SUeHB9StR3CSMOtFEED1/XYXG1zcHTBxXkfV3M5evyIUSTIRML+o8fcuHaJpXZNhSy4RcJYcHJyzsqKWlNcfu3rfPCzv6PpW8xKDoGRE6c5SayzstIkimLViOSwvL5BlkVMxhMMU2cUWpj6VzOXv/Kq9eaNqzSrJYq+i6YZdLodcnSuXtpl76xLfxYic8FoHtIZzXh9e5nD8wFarlHxi4hM8vb1K9imi6HrFDyDMM2IMkBTWelJlpNKCBKVz2UAaSLRLBsMg1xKskyQZcr6oM7kyhaQCokkJ1nsQLJcYTWSxV/zHASKb6wZugoHXOhrXl7QdKXrUS4L1Y3phkGx5FMseBRdB9e1+HKvy3geUy0VWF2q0m5UsGyTZrWAaeqcDucMJgFxKlhtFgGdyTyDXMe1TfU1aBoF30HkOanIiIXS/RydhXS7CUmicTIIGAcpR/2Ix0dT0HXmScpknmBYsNQoUS83GEwlhqljmhroik2kL9TajvUCpq/+30zbpFpyFSnAVSPSxSDktB+h2zoF32R3q4Jj64hM8OWTcwaBJCPHcEw0ERCFAe12g25oUC2WKLv+yyujpoFtGQRRwtloSG805fDhPRzXYX//AecXQ+bjjDiQTCcpo27KbJQxnWaMx4pJE8aC4+4568tVfMekWrNoNGvMspB53KNet/jk3k/Z754wjiKyGNbaJWqFEprjsNIo06w6CJkRxwlx4Sa+6+FpBgfHz9g7vMef/+VfcOXqdd57/z3G4zHf+tZvAZJ5GjPLIjy3wD/7vd/jX/zL/4jNrSWSeI4UGUJkTGdK5e55HrVqE7vgs39ywvLGbZaWr1AoVsmSOSKb0L94RrFQxLbtl7lzyWTA229exzRyCsUCm1trFAse/W6f4WjKUT/Etg2SKOPZ4QVaPCLPNaTMsEzrZQJsECQ4rkeWJaw212k3V9Bdn+V6BW06h0RnfjHjy4f7XLuxSywF0yzk4rzL3uO7LNWLfO2dVylXixRqK6xt38DwahTLFc4OnxHOh1xcnGN5BeoFG9Mr0E0lNc+n7BTZ3NwiycA0LWZBjO8X6fZGPD6ZM5jMeHR4TJrMKBXbX1l4vrLjmU0nNKtrxEnG4fERfqFItVRCl4KNlVXuP91jebnJ/YNjbu+sEImczXaNO0+P0fKcaxvL9Hojbu9s8OnjJ/ieSjQIIvkSaaGhkYqcJJPkOTi2qfCoqcB0bWSWAZAJiWWqAvHC3W1o6vL1C08XC/2MqqcvwveSWFAu+6QyVzB2XS18XnwF+cv9j7q05UCtUiKX0OkOsSwT3zY5vhiRJhmWZTCZxTw7GRNFAs+3CZM5oyAhSiVZCnqek2YC3dSRuXqzJ6kynzq2urZZL0bOXKMzjLFMjVmUwTgGCZahkS84RNNA8PRgwK+++wZVv8DVcciHD/ZIpMA2DXRTx7IMBpMMw4Jc5Oi5SjxNs4xuEGPZOqapE0aC/Bc4R5o1h4PjGSuNAtWqwWapylkv4LgzReaSjdXLhLpG0dXod7tc3WwwmE7RcpUYousaRd9mPI+xDJNytci0N2Q+m1GxXDKrhm+Z+J7LWW+EJsGWCUEScnEeU66VcByDiwO4H3fQ8iJRkHEw2GcexawtbXMx3KPsWmi6RZwIjk9Crm9XEYlBraSxXKuSajnP90+4vLtNs5zgXrtJ7+Q5N9dXGPb6HJ+eodkVsjjhzic/53vf/wGbO6/w5PEXXNvaprF8g/X1JtPpQMXRoBElyk6jazqlYpnppMfe3j3SROAXlnn8cB/bPuGVW6t0OveRQmN7+yamaZHFAecXFyy1W5wMU1aXfNZXqtTaywyHY4q+jxBSeaFMne7FlFLNhyim6tuQ6cRRwmQaUKuWVNCibZEIh73jDv3phK/dfpXO8RGJnuBVTLadEpPjMRdJwt6zR9SrJrYssHPrGtWmj6FFlFsbSEyk7nB02qPXPSMYnhDHORenh4wuzlldWWLn5ls8vnuH733zbU6Oj4lSgek10Q2TXArW19cZDbrcvHmVUrHAZ59+RKNcwtEzlhvlX77wHB5fkOWKyVsq1WhUXQzLJwrnDMcTXNtla3WV836P496AnbUVTs47RGlKMI/YWW5Q0CRkkkQY2JnAsjSVkS7VUzJOVYRLkglc20AsxFtIiUgzJQLU85dHqEyoEzyatrhoaehIdFN9M3Rd6VW0PCcWQJxg6gZBGGHp5sJmgcrt4gUm9QW18IU6Wo1zlXKB8WTGcBTgOwamobF/PnrZfemaxmF3ys1LTaZRyrJpUoxgOE8YhiG+r5PGkIlM/fyFgTUIkwV/iIU5UuD5aqmeZ6CZ6r/l5JiaiciVq813C8rlroHrapimRDNByzRyXaM/jtANnSiSKqvc1kATpKkqRo7UqRZt0jRELDxuQuaEUcZ4mmDoYDgJrWqdtXaBB3tzHj7tMBr9iFffeIXXqjXQdFynRtE9QTfUuO25Fr5lIT1wbYMsjxC2xcHTx+xeucV88hGjScDzsz6aFiFNyDRJuVRA1wXlokO9vMSNr61weNLDK8Qqi2wQ0mw2iEODk5MAe7OkUj1yjcksYRTEVMprrBRsSrUmT/dPOb6/R5oJrl/ZYlTcQqYmS81VVmtzLs76/PVf/xW/8xvf4fj5Q4TMePvtX6VUrhOPZxSabXRy4kyQiPTFo4hSoUStXudHf/sXFH2ffj8AKXnj5hXSOMFxLM77xyy3d7l+81vcffKY/9e//W/5xu3bpIlLGEW8+e479A7vc/uV69x7sIdh+shcYpnm4gVpcDwSfP96CykFQRBiEaJ7NRzXwTJNZvMA17EYDBJMy2M0jnh0cIpGCEJgaBppHDLKU9ZWGkzmcxrLLUrFOlk8otmoM0t0IqHEpHvPH3Hr9k1ODh7w7GRMtz+h2+vy2uUtjvafs7y+xea1mzy88xHd/piVVoOd3TWOLsbEcUSv28FYTBK93oD28ibxaB+rYKPl0S9feFrNGmutEo8OLthcKRAmYIqAveMLdCTb66uYhslqq0Ucpdx9fsRyrUzNc1ltVKiWCyRpxmlvgmOqN12aSgzNeIk4tXQd5yW/GXSpBDoSDS0V6LYJIsXQNQSaWkSjI2WGaZoL6iCL6BQ1OwrxQlSYoy3APapW/YKjukDCL8YuDZkL9EU8zgvemKFruI5N0c8YzWIVp4OGYZrIVFAtOQRxxiePLii4FttLJdq6zRfPzpHCQMMgkzG+o5GG6rLVKCnWse9YxKlgHqbIXOB7Bs26zUEaIoQC3Vu5RioWiRwa9EZzPn+0T73kM5yMsF2IBZg6RGFMmGSUiroKz8tACnBdnf44wHVMdHQOTlUXQ64+R28cUynorK14jEYxD59GyEsWrbKFV5SkSc69gwtSLePy9hbXr+4wm3bIJdimSb5AjhiaTtV3GIUJtgamozEIz3i9+nVMy6HsxsoW4jhEuUbLdIiSlJJfxteX8O0qX+x9ybXtV0hEQrnsc3h4zsFBgBQBuunz4N6U9oqDTKFY0imV1nn73XdYWl7hg4+/YBJqJGnEo8f7XNndpNZo8k+2L/Pjf/g5waBHqVQhCg7wa0ssRWPiaEa12kJkko/vfsiv/tomaZaR56DrOq7rE8zHPH78mCSe0e/OCZyEernM5voyRd+ltr6i8BLbWwwmE/71v/0fuOie4LsOVuE7JJ1DwmKBeq2GZ9/m8f1PqRVNprEq+p5rQ6JRq+mINOGze8fcvrZEOIvQbJd4PkIzPdJEoWJTkXP95hX8gsOnH33A+XmH7//K1/j48w8oGg7jecpSo0Sl4lGv13F9h3pjGdOrUqtUGT15ys/f+4DxPGa1avE/37/PYBwhpEa92WYcBxxPAlbsc1a2dqnW29RKFbZMiziY0L3oUiqU/pEBW/ks0zRViNjMwHNt4ug/IML4fDjkndtXeHbS4eDsjFJB8Vp1TWd1qY3tOMznM45OzlhfXUXTci465yyvLLFctLjoD4mkzjSO0cnJUkGWSzxHQwgFfc+E0vSoRAlt0cksUiSkJE9zNMNAX/ixNN0ky9TSDiHUE+NFG/PSyfWLf4rSHN9SGe+5aSp0RpYpd/sLHdE/OsXDwmmxGOlazQq6jkpKFUoEGEUpZkkB5oczlR55NpwzmsfkImeeqheIpQvW2j5bS0UOO1PCKOPaeo3j7oyVVonjizG6DsWCgecoJo9lRiSpxLI0dFNZK+ahMnpO5iGTeaj0SFqObigFrmvlICWmAaWCRaWkc3YRY+gGw2mCbmrEIkOmGp5rkqSSes3BtlRkTbVqg5bjeDqWrWObBokEv6jj4pDrknLB4fzsiKvX3mbW0egOLFbbTc77PSxLRzdUB6gBszhG5jEigPsPPuTW2+/y/vt/jDRVFhm6zsZqi05vjJbr3Ln7AM1IVbean1AsuKSJ5NaNm/zkp59Qa9Z4+923uPfpp1ycjthYWuJ7P3idV19/C9NyiOMIKSWz2QyRpcRhwJNHz1haavLFF/eYJxDHcxABtbLDcNjlzW/8kI9/+ld87fu/x7Vrr/O3P/1L0CRxlKDrBmtrG3QvDnhw70uCucQyDb799mvYpsHaxgYiDbFcD6lB5/gZP/7rP+Gkc0alaJPnMJkn/OEf/ym/9u7bpHFMFMd4hQolt0C5UmP69JjJDGr1KloOQRAh0ZjEMJ0LEplQMi1KnsXPvjjELRS4fHmLpeUWYRASzcb4nupgBxfn2I7PeW9KpVSiWm1RLrnI3KHa2qC9ssand75gXzsjHp+gpXMmwwnx3GQ4jZESypUCtm1hmmVmwRzfatA5PeTSleus33yNzvt/hxCSRrvJ7vYa//DhfebBnHqtSpamFIuqYx/NMs56I4WQ+WULz+ZSlffuPObaTosPHzxlHs65tHkJ37HQchiPJ4wnE1KppNi5lDTrdfqjPhurN3DDmPfvPMX1DSxTRRlniVzwlhUUXFucvl3bVFYGVU/Ic6F4y5lYALT0BV9HIvP8H+EzJJmuY+uq+uYiQ5caua5jGZBKtcjVMBRwDJWr/otiw0IDpHYphqYvFqZKYGTbJqvLDYIwYTSa4tgW83mEvrikVcv+AsGhM48F6UJxraNhL0ygvmfz5q1V9g56eJ6FbuQMJyHzMGMwTaiWTVxXJ4gykizHsbVFLJDOzkaZk/MZvWGsPGZS+YsSuVjCA5qlUSnZmBZMZylhpLqkOBVkGWi6Sr/MFnlmlqHjOTqeY2EaIeOZ0vCUiiamqTGdZfhuQfmvHI/dDZPlZo320gZ5nuPbJtWix3gwWmimcvyCQRaDa+pYts0sSNA1g4f7T7h65XWqzQ16wwMajWW2N28wn87o9T6m2xM4ukGc5Fhenf2TEXkm+NZ3vkbn7Jxf+f53ePWt1zAMjbffeZMf/eWfUy4WCCOdw6MzdrY3mE4mPHzwhNlkRCZSDN1AaC6pMPj8zn1sYjbqHlbRY5Zl7Oxcp7W0zu6119ULXdf54a//Pp9//h6//mv/nP29+5wcRYRBRsGtcPtSk06nQ6XoUyyVMEwd26vx8Nkj/vanP6bT62DbFp7tYOomBoJhFBIEPTJTJx1fkBQKOLbN9o3XuffpT9BlSLXaXhw3cvyCugLpJZ+Dow7vvrmtQgoMk6u74FWXMA2doqNjpAmDyYBblzYoFTyETFlpbrKzZlCyDDBdcrNItVzh/KJHtVLmaH8P2zLYOzjFtWyCMMOwPUplC03TsCyLLBMUCj7DcchcxsSdY9KtHYqlKiuNJY7OTrh/7yOajQZpGgEas9kc1/MI5nMs08JyPMJUx+U/YNR648Y1OoMZ+2cn+K5PlkUcnTxne2MbS9e56PWoVyusriwjpVRmtSihWW/ydP+QtZUlahWPNA3IAZFrFBxL7VF0xV02dHXdEoutvRCSJBGIXOJYKtImFxmWpj5OSIEUEtOxQCgC4Ut0qqZCc4QQ6EKiayqvWkqdFEGSZhiOEikKoTQIL0IDlY9LqhhiFvE4C6Sqpml4noPrWEgpqJQ84li15PV6ibPOiOEkUoCmSCAkxGlGnAieHU2pOA5nvSmd0ZxZFNFqeTw9nDNPEnzfwDVNZCo560ZogO+qk3ulaBLFGUkiX6awKhZ1TrlkMJnlqFWEjmXorDY9Pu8PyWROmqmOSC3edfKFjCmKBb6j9kBHpxNknpMNE0xTo+U4xEnG8cWEySxCMwROs0ClYPPqlctq/NVgrxNQq6zQn8/Jc8UciqQiA5ixgaGD76kEVYnkw09/zDe/9gMmk6tYts1nn7/PoN9hOJoznWZcu7RJGCV0xjE3bt3i9is3iOYzrl2/gsg1iqUiWRIiZMbVazc5Ojzg29/9Lj/76c8IpmPOj48Jxn3m8zHoEt83+OzTn+G7BbJ4ytZWCyvPaG5tc/X6LZaW1+j1OmxeuU23e4Flmly78gpLrVUMPWdzc5fRcEzv/IgbV3YoOAatZptqs4Gm6UQi4U//5k/4+ccf43kOBc9RSnxdFXVTt+hNZggBP//s5/zmN7/PPAxxHAff8zBNi93Luzx6ckgsbGzHxjItHMem3x+hSZPnRwOWmj7npz2WVteZi4DDg318R+e1m9dhopPnCVFs8va77/Dk8SMcx6DgV1nausbxyTmdi3MeP96nc/aM4XBEkgi6wwDLEqysLeE4NrNZgKYbOLZJq9XEcSwAzjsDbu1cZe/ZE7a2d1m5fIPnp0cUHZ8f/dkfEdtNWu0lLEsVLsMwSdKU7e1NlpdafP7J3//yhWc0GOFaNjeuXuHvfvoR9ZrHLJhzfHpIuVhifW0V2zSxbJs0Sfj83iM2ltvUGy2yOGLvSIWlGYZNlqUY+gJJmudouo6VS/JcqZg1TSOTypLhmDrpQrauaQu8aZRimvpLxaxY7GxeIEbFIiBQ13XQVbxxmgpyTUNqEh0dIRYmVU0toVmA5V+kVkjxwoFqoOn6wuupLQqQ2hfpuqnO/oaByFSq6dZagyg+xzF1Qk1iapChlsrInDvP+viuhudrXNqsce9Zj+EkpujrOI6BgY5pmEgRIWWOYWhq4T6UDCcpQZgtnLIaWa6SWl3XwPdMLjoRaSYZBRmzgwlCSmzDQAqlc9I01PfNhIJtEIWCds3Btg1m85RchywVOI7SnzRLLhNy4gxkknLWGTEPPTbb56zttjB1ie54xBMHR9dxbIM4FiSZpOBoREmG51q4loVt5qRpzlm3w+nJM1y3wIcf/hmTWcRwHBMHGuvtCpqQNNur/NM/+B5LKysMOufMLYPnB0dc3rlEkkQMuh38QoGltRVOz0746Y9/TBKM0Z0yG+0SH+VzNCOj6Bs4PiSij5OMqdVs6rUSV67dorW2zXQWqu6lUgVywtmYx6fPWV3ZplqtQ55jmjbD/pBGySKN52h+kUKxyGQ64ujsOZXGGvcf36Fe8XFsVd1t4xdddCYkJc8jTGJGk4DBbArxhMjzsUwVTHhyfIhjCTTbRtMUUVLTNBqNCmma8fikS64JwiRhMujjlly2lssU/QKj8Rwcl/bqMgYGR0cH1GtN1i/dQNdNdMPEzCPGvROSaMazXsR5b06p7FMoFCgWfaI4Bk3H831qtQrFgo+mgecXkFlCtVDgi2eHuEJQKNdZXV5id/cq89GAo7MLfuVXvsbz/SOiOMbOc2zHxjB05kFArzfg+OyrYe9fzVw+O2c4nTHsj7i8vsQrV3bRdZMsy5gHU/r9Uy56PdI04dN7DykWCmqHkKQITePoYojveRQ8F8swFEdZ0xBSI19EDeuLN7iU6jSrlr1gLewUclFMDLVBXmjac0QmFbkQxebJZE4qBFmawgIWlkqJlDmJkMSpQOQ5cZYhAN00F07tfCE6y16mlQK8mMPkYgxTyzRt0QEpu0auwXAcMJiEzMNkwYAWLyOaXwDbUylIUUkZdx50ODuPkRksYpWIMkF/liA1nRyN6SwlyxQwfh5lLLVdDEvtpGxHx3cNir5JqaieG2kqCMKUcZCSyRxdh0rRxlmYaeNIgJazVHdpN13STDIPMvyiztZmAcdRxtzJNKZoGWyvVGhUXaJEcDqIOLiY8N69xyRJhMxStjbWwKuiaQ5X19fxPEuFL6J2IbkEkUl0qeNbJrau89n9j6nVl5jOY0zDQCYeUWzjVNd4+1d+g1/77d+i3qyT54JEZOrBkMUcHDxF5jCdTMnSlF63x/r6Jne//JKjkw4XZ2dMY52V9SrLS/bLAlpwTdaXarz1xiu88bVvUWyscNEZcnx0wtHeIw4ff87P/+r/w8raJh9/+lM+fP+vSOI5xmIPaDJD0wTlio+0HKbhkA8+/CsePviEZ3uP+cbb38B1DTzHxNTV5zR1lawapQLPddA0jThL+Yf338d2baL5lCRNqa9fxfRr3H7lFdJorBJXpMT3XErFIjs7W6QpCKnTqJTR0aj6RbrdIfuHxxSKBX79d/8A1/MQmEijysblV2BhhB4M+pyenTMLQo7Ox4zmKWvrS7TaLXxfeah8v0CjUWNjcw3PtfF8n1LBplbQsfIJu5d3OD7vcdwZcv/T9xFCsLq5y2g8w3VM0nBClkZkWUYSxy/Ft4auE8UR6xubX1l4vvqcfjZCZLCzuYJrlcnTTF1jkkThHeIIw8q56CaUCjZrKy0sXWc4HnPW6VOrtel0+zSqFo7jYGY54yhFM210w1KqWyHQNYGOJH8Bfc9B5ArgLiRkQp3aX+SSqxFpYapBcZdlkqEtcI8yU2pnfRG/k0jFcrbSTKlADeXqRle8nhfFQkflfMlcpXzKPEd/sX9edA8v5C/6wkVfq3icXEw47gUqMdVY5HoZOrZhILIE2zFwHYNi0UAIjflc4noGlbKF1DKkpTOdqZFq0cCRC2XjKBR0GhWL7iDGtKHZcNCAbjdWnaCQSqRoWWRCEoqMKJPU6ja1us3R0RyhqxFtOk3xiwbHJyGZcqdQcjLKJRvT0ghmGReTFE0OiYWkVDIIehn1qktGRjSbEheqOAUfdxqytdyiNxlTqzjoek6WC17gRozFM01kEtc0CPKY/aMn/Ob3f4uT/WOWWzkrO1e4fuO6+v85P8YwGti2Q6u1zOH+M0qlEgdHZxjWAWsbG8TBjHq9SqlS4+///C8I4ikXgx7rWwbTqTLrSsAxPW5fvUW7vcmnd+5w640mOfDgy3vs7z2lUSlwEU1xSw7BfMSVS9c4Od3H1E163T6diz1sM2Pz8g0m43N+8nd/g2tCmGnUN7eoNKpc37zFex99gF+11Otv8ZrQdQ3PNsmEpFYqEMQxvcmUJ0enrNXm2K6PZVksrW1z8vQTahWfWFqq6zEM0Awuzs8BGEwiGhs1RBAwGkxYX16mXG8wn2ccHR5ie03SPOb09JzV5Q5JBlGcUi0V6Z2eMokmbG2t0x+MSLMMz9DxCz6VcolKtYJlGsRxwjyYYRmCqzcu8flnHxIncNE5xTLhvD9hR5To9y5YWl6lH2m0m00OH36K0B2KjW3SJFa7v0IB0NANk1dfXfnKwvOVHc/b17e5dX0HmWsUXJfRZI5n2lRLFbVLkTlpEpPGMbYuePzsKUma0h8OqVSq6Llgtd0iR82NjmVi6sbiD9DyhVEUcHSPklNA00wFHjMM9IW7OkkVk2YaZcRCLpI9c5IkI9eVngfUolkuQt+EBLH4eE1TAYGJVE/TVEgm09lLhvOLC5YQgizLFmd3NYL9gtmjfrwY5/JcjXOGobPWKrGzXMIwdDpTFbFrWyaSHMfWWa75NEolZoEgTXN83+TW5RbTecbhccRolKikhzzHWmhjLFttmrIELnoRaapGsErJxPNM4ignDAS5BpYBUuQIkb9MZJ3OM+ZBSpLlVMsWlbLFcJygAdsbBQxTqbuDQOC7FrrM8QyHIMg47gZ0RwmNWonVls9Ky8c1bWQyJU5S0iTBEJJcc0iziOk8Q0floi1KNLah2EPGwkLg6CZ37n3IZC6pVGvcfuM1VlbbZFlCr3NCqVLFtl3iKELTVdzzeBIShTHDTo9KtYFlOQTzGUkS8xu/81sk4RzkmGTwDFvTaVSbNIpNGoUmjlPg+d4+77z1LrquE87nfPrZh+yfHDEa9Rkl4BRqPPz07/jt3/5X/OZv/McEsUCmMVevvco73/w9/vgv/lc++eSnpJnAaLS59q23aWzfIrYK/I//5n9AiIzhNEAHkkwxnxzLwDJ1LFOn6Di4loVpaXx69w6NVo1hr0uaZpQqFUqtTa7s7iCiIVEYMZuHzKZT5mHKzVtXabSX8YpFSuUKzWUFuLcNk+1L28zmCePxlKePHjG4OOTh3Q8Y9w758pOPcR2TlqXRqNXxbCiVSjiOg207bG6uU61W0DXFu9LziK2VKq6e8tN/+DnDccJ8NqY/HLLcsimUdMZpyNHzPYSQvP7qK5h5gtQFumnQatQVUncyRQqBYar96ex/w6v1lYWnXC1jaTo/+uQLev0+fsHD1Cy2NtZfpjikqSCMI1KRYVs54+mIerlIGChyX6W2YNagFlA136Fgqg4EkYGU5AKarsu7l9ZYK5fRNGshsFMmO3MR1iel8juFqWKlxJkgCGIyIZG5WghLoWKTpXzRPagzvpCS5EWqRZYp20ImFpjAnCRJF34wVVD+8Y+X6p9FAYrjlEyoKBsV4QxXt9vc3Glxa7uucBESJBpSg62lMr/6tevUCyVms5wgzri311MiPl1bZJrnWJaORBWQOBVIHRIh6Q0yLENHZnB4HHJ2HmEYugpVzdT3iTwnE8q/IASMxymdfoxhwnyeMp2rMcx1lG9N15TAMBTZIr9MZ2e7oISJlkajZuM7JuvLFdJUYzINmQZT8jznzuf30NfWmYUWo0lAGAmOL+aMwwTL0l/KEixdwzTBdTRMTSMIIx4+vEet0UQGE0DDNEw8v0jv/IRgNlmEGYJbblOr13j3nde5ev06/V6Pcr1FlqUcPntMc22dSqlGMJcslWs4eHTOInzdR0rB3buP2ds/xi2W1eHD0NB1qFeqmG6BOJ7z/PljNN1CCsHy8gb902NsEpqtVUCSSZ2sWOX6t99m6/ZVetElnneXGMerXLp9jUzmjGaB6p5Ru50kFeiagr9JcjzbxtQVu+jzJ4/RgwFBEJCJjPXNSzi6wTtvv0Wn02M4HKMbBmtrS7i2QbPsUilXsX2fVBpIu0ZteQvXL9LrHtE52ePi/Jwkyfjo82OC6QRtNqQ3GHHt298nDGPqVY9Wu8HW5hqNeoUkibFtG03EJPMOO+tNyA3SIGbUHdE/76A7ObsbO3zjzbd548YOnuuTTPsMhmN2drZoVqroeoHZfIxlSJIkRjcM4jgmjhMs01CvxV+28Owfn/HRF4/JNclJd8zdp0c0ayXWV5fw/OLiTSle+qlyKRiN+4RxhO+aaEbO0fEBeRZiGTCdxyoRNM9J43AxDqUUrCLLtSJJmnN5pUFVMzFziyxTJkcNdWnSNI0sFchMKLK/ZWDq2uI3PCMTUnU9Il+ctZVrXC6UzKlQ/q4wSVQHJDI001D5zwt3+mKT/P/DbZb5i2W1WlgbOhimgWUbKqLG0CgVXa5ut7i61WR3uYTvmCovXahMrXLR5/pui+VmAXKN8SghjASeo7CyjmXiOSYqBkxioC/0MRrlkkOl7CjPl4BcvPzSFjsziBdpFrato/Pia4ZW02V1zVOpr5rGSSdgGmU0Sg7ba0VadYfxJCaLQcPAK0G1bFErWQiR0bkY0j2fMo0jjodnWKZOu1GkVq1Qqy1hWQV2lpYJYsE8zvB8QynTc3XCV4U8ZzyPicYWIpgvCo6GJlIF1B/18YslLNtWrylNY6lZpt2ss79/RLVWJgojde4t1/EKBYbDAbu7VyhUDT56cEiORnc4YjIa0h+PyaWgVKpwdHTGZDJF5rCxukK7VadStFhbarO7e43d29/i0ZOnFPwitUqJnVtvIUTClw8+4uY3XmH71TeYicvkuUEUu1i6xiQ2qa5ewbGLmIZBkqW4lmJrh0lGnAqCKGM6SxhOInIJa60KJEO8gkcwHpJlikFVaG8gNZPrV7a4cnUHz3OwiVgug5MnJJMRxeoSt954G8/3CIMZ9+58RhYGdHtDkjjlYpLSn6T89IO7JLqiLhQrdZbLJRzdpOrbSCmxbRtLEzhagGNElAo+T54f0Dl4xHTU51KrxBu76ziW4PD4gBvXNvnBt9+hXmni+D7pdIRhWmzeeIPBsMfO5jYfvf8zyuWCEg+Ox0zHQ57uHXF61vnKwvOVO54gTAiSmB9+413Ojk+5dvUS4XzGbDIjS9RZ2zBtpBRoeU4mwdQzJtMhhmkjcg3PTMkxFnOg2qfopkUaxAiRUi74iCTCsJpEUUSuQbVUpuk5PD+/YJIl6HrykkKoZukF0Et7cWkylOlUCOJMYujqFJ6+TBFVly5DU+F/MtdJpcRYZG5JTSfOMmxLXa+klOjmL2qyFGIxXuWLBM5/9E1aLMh1cuZBzHwWUik4bKKzdzEDW+fe8y6V0h7FikXBM5Q/x9RJQolmClxbXeriWD0ti56DEDlplqlUDSlxLItM6CSZoFK16fUiNF3H0HI0A9I0X9hRDKSuklOjMKNcMHA9A8NIMEy1dPVNi7lQ/7y1UqJ3kZImGbapUfBswijAt030VEcYOWXDprnUJJmApeWsLDXRLIPVtS3Ozj8jlRLbNhZcI7VmzESOYylls6ZBseAy640oVdYJZjMa7RaTSY/BZEa5XKZcLpOmAg0lc8iEpFgusbmzwWw2IxEan3/2OTvb27h+iYuzDidnXYqaR2KGYFnc2GmgYdBwHSoFjyjzuHv3EUIa3Lh+icuXr9LvnFCrVihXW9h+lbPTc/w8I41jlrcvc3i0TxgE3Ht4n9blVzi8qKnrat6iWe6z361j6jkXkwZvfOMNPnvv50RJSqtiECcCKXOmkXrAmoZOqWCxtbTEtZ2rjKcT9o6esdHeYjwuYJo1kDC8OGW56nDam7DWKFD2dJIUJhRZWVllOA148uyQztkx8+mU6TRA5JLBNMawfdqNBiLvIPIUM8s4uftzyrUfcvvdb/EPP/krLl+5wnE35OzoGXGSciEibl3f5d7D52SEtCoVVleXGI5OQctYb28wHEwXDmAdSyScdUZkcYiwfbY2VtlYa2OKmCVX42L/CX5jlbJvYBk+5eoqbj765QtPyXcYJhHraysUDUjjmF5/xPD4jKJjo5sVwnCOZVkkaaL8VTJHJ0XTTTzXRsQZucgxTRWTkknFyalXihx1JrQsk4vJnNF0xka7zlFvytJym+FoyDs76wzihE8OThBppBapmpqnHUt/eXrOhMQw1FMeUCd0KbGNnESAoYmFUlknX7yoQfmkojhE1xW7JMdE041fhAguxjBdX4gKF4UGVPfwj5nNWSbo9idkQjIPYzbaFfqTUHmgDJOf3z2k4jvM4xjHNpRRU2kCME0LU4dZmmDoGnGqxJPrSyVmQUIQZwSxIEoEpYJJq+Fy3gmQORRcg4Kn1M1xIrFNjfFUYC2KWX+YIHs5aSyxXR2/YNKueGCbaBhsLNdYq5ocH/WpFW3Kpk5Fs6kXiuyfDfArBtk852I8ZHupShTNyHWLolMkT0N03SaJu0qAman0EMc1SBL1kHlRpH1Po1itU620SJOYLM1wLAswMHQD23awTMlsMlIR1WhYtkOxUGY8HlOrVmg3G4wGPbJQsLa2Qrla5d//0R/jVBJqpQKVQoH5vE+WSw5PJ1RrHsutCrdv30ZkAZu7N1nb2sU0LXJNETBtBlQaq0znM87OT/F8Xz3Vly4xDnrYeh2p63SnPpfaHYp2jTDNmScG7eWb2M6XTGdDRvMAy7AYz+KFadZiY7nKrd3rVKpNDExq1TaT6QjDMpkNutTqVaSU+CZsX7tJ/uXnTKdjltpX2VjeoNTt8vDhU8JgymSeEM4nhFFCnkMi9YUKX5KlGaWiT7lcJo47lNeW+eCDD/jed7/Lzuo6rmPzxitrfPnFFwihYRmSj7/8gt5QUq+6tJplcl1SqS8xGPWYdjMmFz3G/QGVepUkk5RcE7dc4ejgEfVGjdfe/B5HDz7DqTd5ZXmFk2GKyBI2lwpUy1Ums68m7nzlqBVEMYnIODw6JUwzjk/PeHZ0Trtep1RwWW03FplVEp0ccoHI1I04lwnBbKx2HbmKLs7RFrshicgyyr7DPAgwMFht1bBtE3QTy1HAsZIDy77D9UaVgu0CKvDP/kd8nReL3yxTKt5MykWGlba4vue/+EOoBW6WKfV0KnMlKtTBNlkoqdVIJ6Uky16MV/LlpUoVHVWEdE1nNlcMmPPumCRJGU0jBtOI44sxpqFTdgzqZRvPMRmHEdMwVWJKKdHtxTJWgziTi1DDnDQRRLEybe6sF4milMksIZOSOBEcnUxfuvILrk6jbOG5Orat0246FAsmUkp2twqK4awZJGnOasujXLDoT2a0yx7X6yW6z6Ycn4x4vDfi4cMp8UxnrdbAMQ3qBQdtamLpUCt5hCJjNBoSxRHkCZgORb9BGKQYmsZ0lhDFigPkuTpRKhcGXLANg3LF4enBM4TImU2nuK6HJUKkVKF/SRwy7Pc43XtEFM2xLJtWq8XOzhYiCeieHbOxucGNW7dZXttgY3ODH/zu76DlNqNJzPOjLs9PQ1JRxi/VmE4nTKYTfvr3f6u6cl0HwybXTQzT4s7Hf8+1199lHmf0Bz1K5TK2rVIbqtUaQXdIwQmIUkkqYDBbpl3tqWOIpdGdVnnjW2/gWDaTKFEKbs/k2maN7715m7euv0G9toyhmbA4pKy310nCKVYWkMYxlmXRvHSbVLcp1ppYpTZuucksCPny737GpHfGdDRk0OvSn0ZoplIGm7ZNsVhge2udzc1VWq0m4WxM0bVxbI88GvN87ymbN15Hdyo8fvgUkaVUigaVooOGiWuaiEjwG995l2++cQukS6Wyw4d3HvDgeM6f/s0n/Ogf7tIfzXCKZZ4f98jjPk8fP8YrVVm+eptipcrp6RElV0dIOO7MmMzGdDtfTSD8ysIzDiIats17n93j7+885Kg74muvXqFgmfTnAdurKziOS5YkiIWBUteV4TMT6kQtJGRSQ2omabZY7CreO0XPZhapzmo8mTALUgqWxnw8UhcawyEIQ7Io4Vdv7NIslV8uUl9MO3muCoBpqH9jmwZJJokzdQl7MTElQn0tSkEtSTPl2k6ERGoaumktkgYWuxNdebEMXVPirhefbLEHelH0ikUPTTeYB6q9TrNMRc7OQvr9KZpuIhJoN11W2h66pnQ1tmlS9lxMw2A6jRdKaOXCNyxVVHujmKOzOYalESZKUtBuuLiOiWVqi3FMMpknTKYp1bLJcBRjGVDyDcoFi3rVAU251aNYMJspKL1nFrhzf8BJZ87Z8YiC6zCaJzztBBwNEiKjwL3DMakU6F7K9SvrFGyLg/0DTN3CNAwsx6VUbJBkOo6h8syG05gsB9vRKBZMPMcgEzkyEVi2ylefTgfEcUwURdiOg5ZG5DkEkyHBbEySLlAoaaJGc8PEsS2K5TLT2YwoCgjDkMl0wmq7gW0WmQYJpuvz9W9+nd3dDUQWEKfqc80nYz54/0f86V/8Tzx8/PlL/VizUuPTTz6iVCpimtYCd6oOE2masdHexJH7mDo4ts4kcrHNkKIjMbSMsjvEMA1KXgXftjHMnN3NCrvr26yv7qLlcHZ8wKBzwWw2RYqMRnMJx86xXYd4uOgUNZ15EKP5NQzDYHS2z5/+yZ+yN+gRxjHDWYTQTFqtNrphUK9XWFpqsbW5Tq1eQcQBIhkTzy+w9YznTx6zvbnEaNin2+0w7Z7h5CGb7SqNskuj4nF1tc1Oq8hoHjKdzjA1jWuXVugOJgRhQpxEPDg9ZG/vmO50znv3Dri/1wFcku5TomBOsVxDZAlF2+TB/Q9o1KoESc7Hn33BeP7VKRNfWXjuHHeYRYJf//qr2K5Ju90iiGKwDG5f3uHZwTF6rnLQNU1bQI/UmzpJBWkmEejqDR7HzKNUZU5JmM4SPMPj269d59e//S7TNGcWhoSZZDQas73WxnB8sByubi7TatRYcm3qvjq5C/GLqBZdVwkUaaLwlZ6lo6HOzJlUmI1c08hySDKhOhmhFuJCSKXiNEwkcqEfki+9WvkiTydf5IDl8oVbXN3AjMXCKU0V2iOMM8azCCEybEPREcMow5IGIslpFTw2GmV0TSNZLMl1TSNLFIbVMDQqZRND15iHKb1RRJRKCp6GbULRt/BcE03XaFYddF1nFqXoek4cpkRxxvqyh+fqnFwEHB7PyXNJqWDQHcacdkKCMOfkYko/yOiME4ZhglmUuLaJyAR7JwN+8vFjJBq6tBlPM3q9KaPxGMfMFwjcDCFzqtU6a60qtXIBXdeJ45xMShIpFq8DhVxNU4mupZhGiWH3EVEYcXx6ymw+J52PMXQoVJusbe0ync44fL5PFMfMZjPSJMUtlDg4Psc0DPqDgYrQPT/nL//4j2jWK1y6tE6zYfPWO2+TxhHT2YxwHmEIgSbnfP9Xf5dO94Qvv/wZTx59Si4lW9ffYN7vY2oQzkYKRzGbo+k6tuNQKBSZno2o+3NAkoic0XyZZvmUuv2IrH8fvTNiteaw065ypV1HkxKRJkzGKsonS1JGgyEX5xecHB7R73YpFcqc9Q74/5L2X8+Wpel5J/b7ll9re3fOPj7PSV+ZWb7aoNEACDRh2CAxBH3EhDSSGAoFLxSh0IT+Cl3pTgpdaDSaIBkcmgFBEB6NRndXd3mX/mQe77Z3y69vLV18u6p5M8UIIG+yKjKrzj65c7/r+573eX6PDKYkSYzMMjTdwLJMLC3FX4wYTabYlTr9WUqUCgxDCcSr3RW2ttdpNus4pkY8HxH0D6lYFjd3uszjAqOygi9Niixi0T/Hn/tcXl5yd3eLdqNEuWQwG/TIjZi1rk3gz1ksQsIkYDJbUOQ5jYaNbVu8vOhxfDGiP5oSRiGnJz3mUcTJ+x8jhM722iY6Ba5TRssjyiWPWvsabq311x88YSa5nIckUcJ37t3i6OSMVrtDybZ476OHnF0OuLO7xc7ONcUtRq0U4zghThL1Fy+JsW1LXS0EyreTm7zz4B7feO0OOzsbtFY6fPvt1zgbTcjimI2VBlkSU8gMx3HRZEJ/MGanU+P19TY3mnVM3aQoljyZWInKpqWiDpqmYVkGuqaRpJn6AAmWg6NYEgAl6XJQZlnKLIxANxCGMoTJ5YpUiJ9jNfL8S4NcvqT7Lc9dQhDGarMhUKKilGqlGmeSqmtSthz21pq8eXuN1YaLLKRaHS+pgWqIQdk12F7zkEVOjsTzNDxbVyvyRcrh6YLRKEYrBJWyxWa3QhgWNBs2a12HSlnj4MxnNs/pj2L8WA1E1xJUyzo3dyvITJBQEMqUSRAzizJGQchKx2a9buD7PpmUbG81yBFMejp/8sOnjGYxUTbHsgziJFv6NiwyKZBpqFyrUcbJhY+mq5NimGYYQtkaTFNQ75T5+HjIs7MD3v38p7w4es50OmfSO0fTDCy3xN3X3+bug9cQRc6jn/wps9mU0XhMHIcM+1eEsxl/+Sd/xI9/+ANEkbK2UkEnwnJDjl58TrvVoeypSpwwlUgynj3+mHdee4dqpUWRS5I0xrI93vrOdylMl2rJUwHkXNkviqU5c2/zOnryEl1IVqoLjPwlvf195OkZ/sUZ01mPkqvx3XsPuL22TRymDCY9BoNzBaXTFEVTF5CkKbPZggydlVqNKJfMr04Jo4g0SbBM1aeVpClRBF6pjOV4qopmY51ud4VqtYJtmJhyRjw+xc4nJFqZWq2EbtfwM4fzlye8fPEC19YYXB2xf/6CNAOjXeUy7nPq90mqUGmaPLixxcnVAsN1uRxLRpMR3a6DphWcnAaMFhmjRcxKd4Xv/a1vY7bWGAYQRhPm8wX11Q1Mr8Jqu83x80e8/eYbCMMkiuK//uBB1zgdTzkeTil5NlvtBov5jOOTC+qNBrubXYTQuH1tm0LoCsaeZWqVujwJJHHKbL5A13QcW3UGPbh5jZ2NFRzbwnFLBH7A/stjdjfXWSQx8zAhjmKm8wXjwYBqo8ZoPKHTalJxbXYaFVqWQ9lylk9SpZEsYsW3iZYbNzSFA00zqTCSxbJ/Xf48mZ7lBXGSESVSGQjTVGFQc8XKVUMn/y+4PsWXsXi+9DQDKrUeKXiUaWhfieCTRUx/ElAqqR5rwzXoL+bogGOqnrCcXCXwi4JW3aBetjB0geforLZtVtsWlmGSJgVBKJktUnIJk0nEwekEx1aC+FU/IUokcZzTaVh0mhYlT6NSspks1FYwSQuaTRMhMgpLoTQcw0SLdS57C0azlLKl4eo6R2dzpn5CECdkRcFRb8G7X1xwdXZEFKktpbbUeaq2RS5zNEA3UJAwR8M2ta9en0ZBWgzxHI+n+8+Iojmf7z/k0dOXTAdXTCcjdQrNUsZXZ0TTMz5/8oQomKDJGZ9//FM+/ODHfPSzH1OtmFQ8i2rVZjDqk4qQs96YF/vHLPw5Ozu7eBWb1ZUqhTA4fPgF3/nF7/O9X/ltLs8PVKVzrYluuwwvz3nlwduIXA1TmaZ4nkelXKFSqeJfzmnoT8lHn3PxxRfkkz77J/tcjAe8ee0GrmExGg6xdIOa4xHGIUnqI7OUTOY4rqPIlkWB5Tos5gsarS6XwyOi2ZAkDJG5pAAGZwe0V9e4s1UhTSU7O1s0Ww1cz8E1BZPeAfnVMTVLJ4x8du5+i2s76xwe93j68AUXV30Oh3P8qODZ6Sl5pczR+YxXXnuFDx+9RxAlhHGGn2bMFxmjmeDJ0Zg/e+8Fj58957I3pl7ySOOcIFHer7t37/DglVvoRcrdm1vkhUVe1vns4T6abrC+ewtHK4jSgI8+fBeZZT/nSP2v/Ph66VlXH7Y/+vARJjnlkotjWwihs7XWoOaZ5MJgPJogM/kVmN0wNAxdJ80yhFDCbyYzdN3C0HWeHh6yc22LcD7l4uKS/miBYZncur6N5zh8/uKIdr3B6PyS1+9sEwYRQaL+/3alTppPuNau0W7W+OTojKPRlCJXR/8iV9soIZT7VSw3UlLRd0jFEjm6HDp6rlLshi6UMJ2mmJZJnuXIDDR9GaOQ8qsqHIXQyJckQ7HMKf18kNXKNrNFQmGDaeZM/Yzz3phSZJFmKaYl2O6W6Y0jpFRUxjzPiVKNg7OQo/MQHY1mVQnq5BqOCUEglLfJANuEKMkplzRWVzwuegFxlOF64NqCRGbIXOLZOt22i8wknmswmyXYbkHsp+ipwHPUCTGMUiKZslYqI0ydlYbDaBFzOYhIRI6JgEKjN8j4y59+zi9+t0Kt1sDwyjQbXS4uD7FNiyCJMEydRZxRMXTKnolMJKapNLO8yFhbXWcxCZiMp4ROROxOMAxBHs4ZTIbMJqdMpodcDeZIs8wf/ed/z82dMo4pqXsWYQwyjanXPWReEEUpcZyxtXITTaacnr6ku7aLadik0mQwmKDlGX/4x3/C7/7uP6C7vkuBYDGfAFCtVhiPx0yuzih1NjBNC8M0iaOIKIxoeBX6L19ii5Sr/hklz2SWSZqew7PzE5zU4NHpCV2riicsxsmMaTClXXIoCoMwisiXzvSigEJoOK5HlufkGljpAk2vqa1tZZPjgyNWW1WszANyhr0B7YqFZQmajiDxY7JU0F7ZII0WjHo9To7PKHQTy7HZ29xgY7XB42dPKFdT4gA+3X9GlKRky0aUPM/ZWbvGwfmMKAgY9HpMw4C8yNCFJCkKbt3Y4+buFuvdDufHJ+zd3uPgxSNu37vD7OolUh4Shjcpl2sUwmZ9rUv/dJ/c6eK4fwPYO0ChawSF5Pfe/4JcCI4u+3Q7NUoljzgr+PzZS/7qk8fM05Qo15YraA1d11Ry3bSwLJVFSaKELMuIpeS9Dz/h9HJIhsGN61vcub6N7TisrrS5vtHhcjTkjbvbyEzSG83YXFtBs8uUyx7ngyntWgkTydu7W2yUS+hCoSG0JUgsW0YHlCSjnMBSqvzXl5XIcvn70lwZEKUsyApIE9WrnRc52jKSUSz/G6GpN63Ii+WqWK3Tm/UShiFwLGPZA//V/h3P1jnvL/D9hHmYYmgGm+0Gb91dp1GyWWuZdFuWErELocR4YDCJGY0zxrMMTf+5kdJzdVbaDqsdE881GI1jHMvA0nUsUyPLcoJQoTAdW+Oq75PLgslUbZ0mo4zBRcreWoMb203yXGI5oBUaozilXHdoNF2+8WCVjY5HxbHpNL2v4PkfPD3ihz/6IfPJJbnMaTQ61KplNjp11b4Ry+VJVKALVUOtIRTWVoNZ2MeohNy9t03NraCZPsfnL9FFzrPnP2Q+f0ac+Fz1Z5yf95jOwLXX+YXv/AaXg4j+sMfCjzFMgyAIkLlkOk1p1uvYXomLYZ8nT18SJTpbd76JUV5hGOQ8fXHKdDonTVL+h//n/50f/PF/IEliMB32D464ff8N0mCOpuuEQUD/6pLR2Uvi2SEim3E57WE7BpqhUbZN/CTjcDRgOJhSSEhQ4LqyaTMLIgxTkqUJX65CNCBJEqDg6vIMNMF4fkWSxCRRSF4U7OxeY2V1je7ONVwj4fDgOVY0ZtbvEV5OaK50aaw2CWUOWcHp/nP6ozFb17a5e3uP73zjde7e3GIwmlOr1Dm5OianYP/lOUIon5epaVi6oLbaVeHbKMQuJI7lUHItPN1C1wveeuN1mlWXMPBZ21glQ6dAo+To5IbHSqvOxx99gMwLnPYmSZzglWxeu38T17H/BoNn+UEtNEFYFPzg4Utu7W1zNZ7zp+99yvlgzAf7ZxyPRkz8ZAnCEmSFULUnloVl6Li2so3rugplljyH08EEScFadxXbdtAtB382ZjabEQQJrqXz/rMjPj84o9JsYmqCYDYhysCPU4JA+XpenFxyvbvCt66tYRqGyjktIxpZujwFgYoFoATpAvX6ZKHySnGmanOyXJLluQJ5mYokp3rXJV91t0uF9Pjy37+8bW2tNbEtA01TcHXXtkhlwa2dDgiNmZ8QRQmv3FyhbLrkRcF4HCj2UJITh8USwVpQcnTaDRPDhN4kXIrMMWgFuZ6jiQLDUNXI/WHMeJowHCk8BlLHcXSSNKdaMdjdLNNpWFQ9hyguWASZ+jPQNBaBWvEWWsF4kWEaGpWSBYUKG6ZZRpJkqPCHJMsKNlZKVMoGGhmnx1+QyQzTcsgFJHGI51g41vJqZWgIQ8O0NSxHLDvLC3KRMg999k+OcCyP2TzixdkLhKmTJToXvQWXgxBRGGg5LMYzHj054+xiTHNlmzjWqZRcwiimEBqNRgnLKfjs0T4//fApz56Pefj0gLOrMX/5Z3/C2dkpaQ7z2ZQf/vAHHJ6cUOQG571AXT+TmHK5RLnexC4SwmDB4fMvYHZMMDtjMh2jaxqmUGiVLAcN9WDp1KqMiKjqHtNCvQdyoZPnOfNgiuNkOK6DbirGkqHDKBjwyYuHXIyHDP0JUZZBMCaMVMXO+vVX6F9eEk0nrNc0MDUSw8RZKXPa8/n0yQUvn7xgPOqz2u3wyv273Lm1y80bu3RXmkiZc//eLVZWVkjmDm5ZKBc8YCzjDIamcTk4pexouJ5OSoHIM9ZaNp1ajY1Og5KjswgS7ty+zWi44OriCKFbxOGEamuNwXTB8eEzppMxt65t0XA9Kl6Nzz56F9f8+tHytb9aZBJtCcgqDI2T6Zz/93/6KzTb4tOjM957tE9cSOJU4po2N7qrXOu0kYgloEsR/ExTxzAMbNtayiMFnWaJqT/HMHUMy+X87IzTsx693pDbu1t849V7DP2UQKZM53M0VDPCy5dH3FxrYGsF56MF7UaN9fUuN7e2eHu9g6Hr6mSgq6P9lyebPIc4VVmmJM2QhUJwJJmCbGW5cjXHcapCpkWBMJRuJZf3VRXfUK8/ihKKZdtknqvCtTs3Nih5NkGY0aw6CGAyC9A1Ff686oe8/+EpZ6M5n+xf4UeSdtNi5gvmiwKxLJPzXI2NroeuKVBZlMjlil8NuoUveXHgc9GPCeJlNKEQpBIWyxhGrWKha6qb3DEMvvXqOlsrJWolA8vUsHSNq+GcZwcDxvMU19TwHI3t9RKtusMsjHl+OmMSxpiGxtUowjY1PE+n23K4tdNaWihAMx1Mo46uAcuhDoqRlBdKbM+XYV9tSTcRaFiawM0SpDTx45gvHn3A7vZdfL/g5CzAnyhrAnnO+dWQ3evb/Or3fpF/9r/9b3n+8hDPNdGEJM1SikJnHk7pT2cUuSDXLKTM1YNsPiNeTLg8P+cvfviXrHU7bNx8wPbNV9SDqShwXJuj4zOu3Xmd/tkzsmTI2dUx/nSGKSGJEmQgybOcIpMqnJzn9Oc+iQWLRUiR5AzCAJHrmMLkchagaxm5TLBdm1hPOV/0GUynPNi+TrtcZREnjKYnCAHT8QiERpymdNZ3uH33Dns722x1G8xDydHFhJODE64GU+aFwdVCgfQqrk2aqLX4ZW/Iwg+ZjMfUalXu37nLaqNMt1FX7wMFhqGCuwt/RqfpqtNPrcRau8K1jQ5pobG9fp1qtcbO1hpJklCrmoRhyNbWHlqeYJoGH372lL2NVfY/fh+E4OZr75ClCZ16hbPDZ3/9wdMpueQyp5BLJo2hcTaf83vvfoquG0ziFCMv2KyU+MbuOm/d2aPbarJer5DkGnmu/BKGbmAZJprQiNOC58cTKqU6Ugg+/vRTPv/8IbO5z/raKjubXSzHwRKwudIilQXH/T5Pznr0BkMqjk6j08axbZolk2kQQjgHIah4JW42m5iFgsLLQpEJc7mso9UFSaJiEpnMvqRqkGT5VycdlefKCOMI03HIc4muL0Vg+aXIDI5jqQ9YUXxlOrRMVb8TL9s0VIJfcmuzjmUozGsY5lzfqdFd8YhlzI3tqtI/lrxiy9KolW2gYDBMFJZyySPSNEG5ZKr+dKlOXJoGQZRRth0MQ2CbBqWyzcZqiTzT+Oz5hFw3GIwCNjtV7l1fYa1Z4/pmHdNUTz8NFeIMo4L9gxGnvRmXvYCzSx+RCeI4RdcKyp763qtlNRQ3Nu+hawWG5bDa3kTHxBAaaVowm8fKcZ1J8rSgQEMUilmjIZAZmLqBpmusr7YRaIwnYxZBzKCfMJ0m+ElCJDNikWPV6vzoZx8yGPYRmsb1m3fQjQLTEkwmPlmucXa+IM0EtldG0zSCxZy6Y/DWa/f5F/+n/yP3b+zSLpUZ9U7odldxtJg0DtE0QZakeJ7DPPDpnb2kaZtstNoqG5hnZGFKxTQoSZM0TfFMm61Wi0TmCF3HtxLkAhZ6ytbWCuvVDkGccj4e01v0+OL0Gfu9CzqVJr98/w3Wmx2uN9dAFjw9Pebi7BArnbFYqI1io7tJFIfobgmn5CGjgKvhgkgWdDp13nj1FrVqhZORj1troRsaURSgGwZbG+vcvX0Tx7J5un+OoXtUSg63t++SJjmzeUoqcyzTRHNKNJslSo6BIMfSTMqtFuWqQ/+qTyEMLi5OMEyTPFe8clG6gYwnrKxucTZJl7cUH8ursLm9TclxifO/QTq9W3UxBEsSn/rdwtAYxTFRJqmbOt+7t8M3b+/QrFXI4gjPtuiWS7i2R5SkyGxZOWN5jGcxJbvC3Z0NzALWqh7DuY/n6Nzc28IrueimqZT3IFBuaE1dX2ZxwLPBGMcrMR6OoFxDs0s0K2UKzeSzZwd4jsWdtRZ/57UbNB1HkQmlcjLLXJ1YTFOjyFWSO13W1CjmT06UZEvz49Ljg6pKVu0SyhT5ZZC0KJSTWej6V6ceKXNqFQcp4XKwYKXhQpGzvdZC1wW2qVF1DEwE7ZrLSqPFyWVKkKRK/BaCdtWl7BocHC/QhIZtqEoeoRZfXxkZTe1L8FKBa5nIXEUWqmUTU9c5Ow+wLeiueORFgeta3Nrrcu/mGpNJiK4L7t/uqGyVKKiUDcI4ozdMODzxGU1T0lC9JlMzkYVAFoIszamVKuS5hufYyEyZR1dW1mhVa6w16uhoSCkosoJFmBLEkjCS5CisbSELwiBlEoacTMccHPaIQ8HhScyf/OB9LkcB2dIE2ln1qLVs+pd9hoMhRweHFFLy6htvkyUanq1cuLoAw7LRhEEYBJQdi3/+z/87/s///f+Vf/jP/gmmV+J/9y/+BQ9u7fB7v//7/Mmf/SGX/QlBsMD3Q/VeCtAMi0QrFBlBGHiectGbqLbWuuWiZwKZxHQqTcqmQZhlzIWkXLapWx7nizEn8xFZUfCiN+HlZQ/HsPnFO6+y193ENNTJv9NsUXNV2PpyfEa9XmPcu/rqVH41VzaN6SzCq1Tpbqxw8/oWv/ztN2g3Kqy26xyfXjFf+Ni2+py0mg0cx+WP//wn/NGf/wQhCjbWNghTSf9yzM3NG5QKhyKHy8El1/Z2KdXLakOpaximgx9HxGnCxekhLw6OEIZLlsHm1ibx2RnB5JzpoM8rrz7gw88PcWslro72iaKI9to1siygtgyR/6/9+Nqt1lu3d7lY+IyCmHwpHAshQNeQ5AyjhGajjswLfN9HEwWfvjijVXK4vdamtwi4GAzxpE4Q+tze3qY3mrPeLBGmGWW7ws2tMmf9Idd2DeIwoBA6T/YPmAYRx/0Z3379NtPpmIOzcwwN3ts/4O2be4xHU0olj5Kp3qT11RXa7QZxGJKkKd/Y3ea9l6cMgoA0l0hZkCAxDR1dhyRdspkdQbasMTb1JYY1FxhFQRynWPqXgrn4Creh9KJlU6nMVQZ1ubq/c73LfBGSZzlV11DAtCRlrVn+CmQ2H8fololtQBim6EJpJpauMRhFLKKQRs0gjASWZeMHanVtGxoUKgoidBXY1DSBpmVMFymIgsPjOa6jk6UFo1nE9kaZxTzm6XSALgQGOZOhj+totBoeZddUouZ6lYOTBVmaYpsGzYYLUrC12eTkaow/SMmlwHYMbE8gPIGUCUmSYRs580iiWTbBaKjQqyiyQBxmTIsULVew+dFU+TuyrCCJJa7loekQxxZJnjLzJ8pzlQtkojrUkiCn7pjINEUInTBcEAQRw1HMbD5gESTIHMIgpFau0Gi0+cf/7J9Sq1UYDntEUcLq2rqyThQa+8enyKxgrb3CBx98TBjDf/M7v0WaphiGwTe//Vu8/8PfZ2t1ldXVNvFJQBKBo6sEek3aTKOI2WxIrVRhmiaYusGUkDzVOR31SJIU17XpVGvsddbYaK9imgpLihDkWUaWSV6/doMfPPmUcRhwdvaSeqWjHN2Gwer6GkcP32djZ4u40Gk0OwggiiOKPKc3GNOqVfn88ye89cZd5vMxH336BYuZr7rFbu+y0e3w8PE+YZgSWnNk0eTOzgaX4RVjP4ZcMgsXzCNJJjM6dpnh2RX1ukAg+eLhM7Z3dsiigF5/hF0to4uCamOFPOrz4N5NTq8maLLAqrXpdtdorl0jTg//+oNntdXmF25f448+eUaSL+k2uobQQAiNXhzz+x8+4Vfv7fLF0QVtz6VdLXNtvU0cxegIpmHKPEwpmzrD6ZQb19bY2ljngw8+odZsYPs+rZs7/Pi9z7i22WY68zkdzYjSjL3tNerVKhXXpV6t8PL0nOliwUf7B9zeWKViSrJcJ1oE2LqOa9t4nsvT/SP8KOWda2s8Pr/icOYve7uUQaxYcojVKaX4SmjWi5xUqitNmuf4QUBuWdiGgUxVt5caPMay8UIu0+ra0ums1vmD0YLBNMLSdbY6JS4HPmGUous6YawEb8MysU2dXAryDEq2jR/F5EWBZWisNRxqtklS5Fwi8WcJUSYhUVqPgYZlgyYK8lRgm9BZ9ej1fYShIZMMz9bxbAPd0Dg7XfDwRY+FnxD6kvnLGXGiBOWqZ3J55ZOlOWXPIMkkjaoqkbN1qJUc0jzBsQ2lJ8WS4WjKuXnK5l4DXcBw4rO+fpdPn+yj2Yry6C9ScgGLIKPkGMRJjqYLkhhM06JSq1JxPY5OfZI0YeGPyWWOTFUMZmdrg2atxm99/zv0Tk94eXRG/6pPZ6WFYRgYbonei0Om8xDDNPndv/87vPn221i2Ta/f4+jkjJXVLrWGjmnZBL7PeHCBbQjKZYc0uCSPa/zir36PyWRKrVYljmLa7U1wbAo0NNPGtl20PCWRkkWU4hkOizThYjpmo7WCUUCWZlxEPukylb+3tsb1lTU61boytNrOspFUueAFOaYu6DQabDZa9OdTXl4d8+21HcLpiKLWpNVqsNi8SRBMKDsG/X6PG9evo4mC8/MrVlfaeK7D/sEBMo5pN2tE8ZSdzQ0qJZdKpcTR8SkP7t9hMh7x/OgRYZhw68Yew7MhepiSZTmtWperixP1/giwLB1RFLz35ByZSPqDMfWSjWCErlmYuiBNJYkfcO/uDmdXTZJkQP/ilEa9QauzxtOHL7528HztVSvLJff39tjtNLGMZb3vMpOlJHKN56MpP3h0wIPr29y6tk6nWePkasSL8wFRELFerxNHOSv1FqPxjHa9QriYkeQS03GxXYfxaMr6apvpwud8MsO2QcqC3c01ZJ4TJSlhJLl/6yb3bt1CCI0PXhxxMFyga8pFLAvBxeEhSRgRhxGbjQrrq23ubazQKbnopq6K+IpiyUZWHpxELoVQqY72eZ6ra5jMiZcxCGF82Ywhft6/9V9QCllGKfJlPKPVKFH2bNIs57S/oDcNSTPJdBGx2vCYRynnwznzIKHkOmgIUikplU3qNQfXNskp4Ycp3ZZD2dModCUia4ZOnoPraDTrFp22g6ZrlKoWKy2PB3fb6nqrQ7vpopsC17QolUyKIicXOfNUMvYzTs99BAWDccLxZcgsSvDDFKEX1CoWlbLJw5dXHJ+N0HNBEMQ0ahYlmTM69VnMxuhFgswSru9uc9mb4bkuGyttyp5JmuXEcU4YZio2omtoqBZZQ7dp1jqMJwXTyYjFfEKhsJHoQuOf/JN/wP/l//bf87v/9J/y8aePKDVX+N1/9LtoMsKybC7OL/DnM9ySKq77R//4H7Cxc43ZfMrBwQGu63H9xk3K5TK6afFy/xl/+J//RwaLHnsbLdbbDeIkolHR+elPP2Q6mytJQFfNJN/89m/z4vxCXYlWWmga2KZOybGxPI2qUSKVkrPRkCTJ1ClXwq21DX7t/pt88/pd2uWqGt62qdpukZBnaKLAdUwsU5DEMW/u3mC73WQRJTw/eEgejBiPp8hcsn39BqQBdqmMlDFSSnw/5MH927zx2n2GoymHJwOe7B9Tqm+xvbXJeDzBdR3iOKFaLXNxcUWeS9rNJkKDwXBMFBVsrmzx0cef0u2ucdIbcTGc0euNCMKcpy+HJIkkyVJ+/JP3eHl0SSE1RqMxF2c9shz8MGA2nrC50WY4nqPHU54+eUZe6Fz58q9/4jEKWAQ+cZLhGCYySxAUFFlOoSvhWBrwdDDh9ShhMJ4xCyK2OnUaFZeVbpfD/Ze0yi7DMCLKMnTbIQ4i8hxOz6/Y6NT55NkR33nzHmQJtgEIg91NRZuTRYHjuXzy5ID1tVXahomxJ/hs/5DH531mYcJus4qpC+LU5OXBCY2KQ9kzWIQJ8yDmRrvF6OycjGWoFDU8MikwhfLnZLJA5IKwgC+NboVpoGspUZriWDZZHCpjYm4oAmChTkAsEQtfVh/vbrU4vZji2BrmEnMxCxVn5nI0p1026M1h7Ku4gtCEWv8UatjLXLC9WaHkaewfT+lPIsqeQdmzCCLJIiyW1UCCZt1l0E+wTQXXqlYd6hWbgpxy2UDXDKIgJ4hVbqrbdknSgvkiY7KQYCU0Gza6bnJyNUPXJI5mMl0kLPwIKAiiTMHIPY21VomoH+GYFuQ5YThHajauZ5MUOr/09jeYz64YBJLJLGa+SLAMnTjOcUx1ksmyDFvLadZbPH58oJzlQKve5Ma1bV57603uv/Y6/cGQ0XDAb/7Gr2LogrPjI+LxBa1mBdu5QTC+pJAx73znV3m2f8DZZZ+dnQ1u3LyF63rM53OGwz7DwTlX558xnZ/QrHnM5jl1z0IYBi8uTnj7m79NxbOQWar+TktJq72GNF1EoQEmwtAosoKKV2IqF5QrFrudDX709Al5lrPV7nB7bYdmtUKWqCvo8dE5t27tYJqq9UMIlSs0TFOhQrOMsueCEGw3VxkuFlxNhmyv3WA2n5CvtNGLjL1X3mL/yeeYhqDf73Pj+jWOTq/45Iun+EHIt96+z+nlgCjJcLwSqUz54tEzavUajWqFb7z9Okkc8fBxShTMGQz7WFoVz3ChNebs9BTHTrAsk4+enCHFMjCbpnz7G6+zu93hs0+fsbN2E+FPMc0Z9fYGSRxzbXuTs7PnbN24RRIMeXF0wbXdHRbzv0GT6HAyplQqoVHgGSaeDbNCEmeSLBMUuoZuakgB//7Dx+yUS/zmtx4g0xjb0JmMZ5RLHoGf4g8nJHnK5VUPS9N4cHuP+XzB589OaDSaXAwnbHUaTKKUk6sr3rh/HZaayqA/4J0HNwj9BabtMl1EdFttalWHL14cEmcpd1ZbDCZzbmytkFOwmM3AcrCcEjUDdhp1XgzHSp9aisqKtVyg6wqf4dg6qQSRSjxdDZU0V4hUy1DIDgUKkwrMvcxraWJJ2svzJV7Tw3UtZKZySmXX5GocfLVm1gwdy5AEQYqtaQpJuuxlyimY+xk/fO8IXYfpPCNJc3bXKjQrDosw5cnBlDDLGU0zpAzwyoqiGEUp4Txhs1XhYjTDX2RU6i6X8wXZsqBjteUx8yOSTJBFgjw3MS0DzzKwDI0kzbENnQJBd6XMeBbRn0REMqdiGRyczykLQRSnfP7kDCyXu/fqiCLh2++8ztnpCb3BQzJNkmTKsWykBbJQwrKxFPgt3SRNYjzbYDoVfOMbb/AP//E/xvU8hsMx+y9e0mq12N7ZRAPmsxkX52eEIuCjj/6Ib37rd1nbWKdaK/Pi4IR33nmTZrOBbVkUQuf4+Jif/NUfIcUAU4uIsxRT10lkxlq9SrfaIsljnl5eMp/3ebqY89abNUzTUPgUmfH9v/OP+P1///9hp9NmdbXL1WDIQiwI8pjLMKWfJGSZpOK63O5ewzVMFnMfURTohsbWVhfDNJZ/L9SWM4pikukcz3PAsFQcp4CVRp32qEImJVe9I+peh9l4TL3ZwHZKDAZj1je7pEnOD3/yEaPxjGazyhsPbiM0wcIP+eijL/jOt99C0wWFptOsV9ne2qTfG/CnP/gxpxc9PFewt93krXfuMp7Oia/K/MGff0CnY3JxGVEIj1rNpigEr377TdZaFnoe8M6bt3j6/ITbO13s+jWePnlM2TOZTKeEQcTaboff+72P2W4YTM4P+K8kJr5+8PhxzMf7pwgK7DznW6/eAgE/enrAxcxX8QRNhRxTDS7DkCTwqdaqnF9cYdoel4MRsoDXdzfwZcEPP/yM12/tEV2OeHpwyu3r24g8ZW/7Oi8PzojCFNfz6PfPWems4tiu6tBCYC2fYgK4tbdFHEd868E9vni+z5OrEWGQcF3GCMvDqTS46g+o2Q6Vep03bIvz+YI4y0gKSVGoznG1MtLIc5VaN0z9q02YJlQvdJymIAQl0yBPY5Cg6bkKg37VdqHg865roWk6t/ZWefHygjTNydOcrZUK8yCGQiB0QS5Ue2qUpGhCI4xT6pZNtWpxNfIZTmKVWpegm4Iky7EsjQompgZpJliEKhax0XUpMjBywYuLOd2WSxjmLBYhrm4QZRlJqgT2dz/tgyiIU2VUvLZe4ehsRmSoPxOBIIolJVenXnWwbHh5IvA8Ew2b/rCgvlXCw+f0dMFsNkOmAWFoYLkmrldBWG2yxTn5Mgfn2Dp+roaQbVhowkRIk2atzGqrxr17D/je9/8OSZZxdXiE63lc271GnitUSBRGHH/2PrV8yvWbdzi5OCJYzNi+fpfBxSmv7txC1zRcx+XlwQHz2ZRnTz7j/OIFjbbAcHSyAopIcHQ54eaaQRT0yEVK2bN59uxnfPtbv8sH7/4F/qjP3/p7/5QsyyiX6liVpvK8pBGLwidMUkU4SFJGYYRpCJIsYzCfULVKaIDrWBSyUBuxpYM+iWPSJKHk2WrofPlj6YY3NY3dTncJS1fQ9Gw2IqvV0DPJ1vVXyBZ90kzSrJe5ffsGpi4o8hTHtpnN5hTAi5cHvPLKXZ49eUKjYvP7/+mPuBzMqJQdKpUKrm1y3JuxcTVkbe0604lE0x4RJ+oy+Obrd7iz12I0CVhfa5NFI8IYRsNLbuxtc/hin+uvVFhpN8jlgigcsXHtNoE/RtNNjq4CPHufSsn92sHztRrPWX+EriUUacLNbovuSod22eH7b97l3moLRxOQSgxNGfZCreDfvP+Y44seYz9CL1J2OjXubq9Q5DlrzRqb3VUevjwkLRK+9503aNernA0n7B9d8JMvXtCpedzbXuNiNOP07IjjsxNFxNd1wigmzSSdZo0szXDdEucXfR7sbatCMqOgt0iJooj+ZE67WSMOfYSAhR/iGjqGri2bDwWFrtLhKti4JBMu8aZhrFbrqfwS85GS5jnFkmIoUFc0pe2oNbvjmAoSpsFWt0GBRpYLtU6OM/Y2W6BBkkqqroFtqAhBgapH0XWdVBbUKw6updAXnmPiGAbDcczplU+WCVbrDo5V4Dk6jbpFyVPRiShWJ4rN9Qqea6DpKnpxNYoZzxJmfoofSRaRJM0KbMug4tlUPAM0KNkmrqVTKTkcHI/p9QL2D8ZUPIvvvnWL+3srmLrg8GLBs8sZWSEZjMacnh4hZYZGhud5vP3md8ikzqu7NzFNVUtkGhp+lKAbOpquUa3aLOZTVrtt7ty/y8X5BVEQsLraod1qEEUhzx494ujJQ1689+estDxq7VW2ax3euPtNDh59zv7zQzTTYT4aEIULfu/f/Tv+w7/+15zvf8xofESlamPbOmGUk8QFFyMfgcAxbAxdx9L1pX8rIQqvqJar3Lj/JtVqHU1Tjubv/erf5dOjFxxcndOsNNhpb+JoBpauUSs5yyrtgvPJFWGUYNk2WV585QmbL0Iur8ZkssBxHfWQKyAvfu4pKxCkmXKRyyKn7rkMJxcYZISLBZmUrK51Ob3sk+cZjlEwHvTJ8hzDNDk6uWBne4297Q1m45FqKt1sUK6UuBzNKZddHMdhZ3OVvZ11Xr11h/PzsUoUGBY397aIAjAtl1cf3CaOMxxDo1xtIXMdx61QrdVwXcHq+irlkst0NiJNc4zSBh+8/znvv/+I8WiCn2Y8PvdZhF9fYfy1gyeJ5+hIrq2scGt3Az1ZYJoGL04HvHNrj7/35l3qukaRKMB6LgRjKfmzR4fc3O5SrZSpVEoKP6prBIsFK9UK1UqFk16Pg5MzkJLXru/QrlXY6tSoVUo8P7pELzTSXDCZTXj0/Dnz+VSxez0XQ+TILGUwGLKxvortlLi+0WV3o8vL/pgoirG0HL2QdDpN+ldXfHzaJ5TqimQbSrUnz1UFTq5iEEII4iU1T9PVkyzJpGIfS0kQxWimyp3JXJJlisWstGbxldYs0DAMnU7TUwJipmIKnq1zd3eFTtOj7Jl0ajatirpPW4aO51gEocQ0LVxTZ6VeVdu3okBK6I8Szvsh5ZKHY2m8ebuFKOCqlxCEMJjFCF1jESQ06xZBlPP0YPoVnfHLzq9iyTGa+jE/++KcOMsJ44Q0y3Ed8ytQlh/EnF2GbKy62HZCo25SdYVyyI4iZn5GlhccHr7AKGIC38eyDI7Oh9y//RppELPbbqrYjGPgOAZFASXXBAF+MKWzuoaua3RWOriugRAFcZJw8PnHxEefoE2O8coOVmOFy7MLTk9OcXWDPJxx+PIQTTfJsxAZ+zz87GOmswmDwZh37j3ALStQ2mAQM7xKoSgoWRYl12Gr26BcdkikxDJsgtDnV3/rd/nmd34VACkz8jynUq5zbfc+rXITz6xQLVUxDRvTULEIxzLUqVhmhDIiCEKKvCCMEwbDKXGc4pVcNF1fDhxA6EtvWbEkGIQ8uThhEM24ubGNYZUptIRCAOGE8WSG0DRef+0NWra5rENWsRE/iHhw7y6v3LoBus75+QWJP6G2usfx1QSZw/2719nZ6vLm63e5c2uPUsnm8qLHdDLmw48/wMw14kznzu3bJP4EyzaJs5zPPvmMSmMd09QolS3SJMDyPM7Pj2g0mxRmiX/z7/6An322z0VvBJoqWIjSnNki/NrB87VXLZkWTBYJ79ytEUQpmVZAEdMoO5T0nKzI+a1Xb/CjZ8eczCPV1KAJRknKx0c93rq2ymgW8Pj4ik6thKVptBtVVmoV5lHMfm9AkKTsdtewTJM3X7nOaDzlYjDlF964i6UXDOY+o+mYq94Z1WqDtZUuea6iC612hSQKlPfEcXGsmK01jd5kwo31rirqyzL2h3MWRUYuNMSSwaNrkBcFUZKBqWEuMRnFMiJhGJpCZRRq9W7mBRpSgc11TelP5MrYpytTohQFutC/AtK3mhUGowXVskUqJfVamfHUZ7NTJYpT4iSj7Kck2ZwwzlmveSyihNk0Ri3bMvJCIQYUUB8qJYuzoc88LAiiGFNoFGgEUYbjGMgMznshlqWeKXkBOgLTENzYqXI5CFhECUGUE8sCzVSWh6LIcEwdz9GZRzG1skWtZnJto8Rrd1cxNDi7GuJaObaR02zoLBbw0dMeax2P7v4TdndfQeQpN29cY3x1zsOnT0jlDMMCKZU7OkliaqW6wuNmGYUMuby4JE4SBBrBbMpiNGJ8dcJqt8XhaEEgj/DGp1zbvo4fBIznQ3r+GVdDkw8/fsjNa6sY5HhVE7mQTPwpApNudZXn58f4QUYuBXtrdczCJohCTmTMKAi4eeMev/QL36PR6FAA8+mY//hv/r802h3e+NbfIstSvvuLv8n/9D/+P2iUqvhhSL1SJ8sipkG0hNDB1A+penNKmUsQLnAcC69kYjs2uq6rh6FlUhj6VxSDMEt5cXauUC+rq1+ZVHWREcQR48kFG5t3SNIYmedUOyvMByeg6wruJXq8+up95nOf//hHP+Tk7ALLMnn0/JRvfqvLZW/IaruOv1hgWyaFlJiuS68/oNNpUauUKNsGz457LIKMO7d3SdMZJydneOUqhp7iOh5xOIUiQTdM0hS8apc//LMfMRmPKbs2ohBEiURoyokuC4GMv/7E87WDx3OrXF91gJw4DAhyyGRKu1ElRafmOVzNQn7t9Tt8/vKEjy+G5LoGlsZ7h6fstms8enHGgxtbtBtVRVorJL6fs95ocDwYczHz2VuDwXiKZWp89PyYd167R71Rw59OuL62gmfbHF5cMJ2NSdOU7a0d1W1dB8uyiQoYjqZUKmVqepVLmXMxGmFoFi8HE3qx8sfkMkfITAl9hWqlMDSh0BnLOpZsuUYXwlT37Swnk2qS6+jEUYxVLUNRoC23WAJV30sOhZYjhGJCb642OTzqo2kSx7NI4oQgTJj5Ee26h66p/VrV0TFFzuV4hm1oxBRomEzDhLzIqXo2SSaJwozB2MeyNDzX4vHhHNuEcAHNhk2UqfCopgkmC7WBLJV0TF3DD1K2uy57mw0+fHxCkmYIoZGlhVpvG5AVMJyHlD2TZtXlwc0tDHGIkUO96vHioE8qJe26zSxXJ6jzy5j+KOLzx8/YXN8kCG1KFYtqe5VvfuMX+dG7f0SnXqc/HUOshn0iA0p2mULA5dUJjVqXWZGSzcZULA3H8RBOiS+ODrgaDqjVDSpVmzgw0S2f6WwARsHl2ZjFzEdGcza6K5Qti8vpjGAe8OzwBa/fvsnn+wd0yhXIoVOt0q00kUgu44zvfff77GxdZzAc8fzzj3j7O7+GV6qyubnNzVdeVX6uNMWybW7ffZ1F7wRNCBzbRgiLagkWYULFdZglqWpVtStUvQq1avnnNgtNIy8EumFRCNVC8ezsiMvpkG/evUnJsimkxDDUlbdRqeLaHpNowho5VhIwndno9RqdvXvMZu+ySBRm44///Me8PDxD1wXdTpNXbu9xctkjlzmVkk1UK4EwMEyLq/4EISZIKbl9Y5cPPvmMMI2otgRBZuGYglyz2VjtsnnjDqPeEYeHz2h21qhXV5lMZjx59JhPP32iEDWGjgxTSvUm86nqSVMRk5hCpn/9wfPt1+4AOf3JnOFkjiYljboqdTcNE38Z+qvYFt+4c4Nuo8FfPD0gFJDpBX/8+ID/5rVbuKbGy5Nz5kGCZxm0qzbbnsFOa5v3jy55cnLCTruFsDw802Sn2+BnHz+iu7pCReYYQuAaLmEWMZ1Pebb/nO7KKlmmgvqDwZiNbls5kTWNWq1Jf9jn9HLAIs/IC5U+l4XCjApNpaTVVkt1ZuW6hpYXKly6xGS4tkkhWMYoCgwdpJREUUy15JLHKXxZh6MtIWGyWMYQQNNhfb3Ji+Me/VlI+uJK4VGjjPXVGocXU3bWqsrAOM7x/QjdtrAs1d8dxSmyEMRxhmtrCFsniDPyRG3HbEtnukip2yYlyyTLYuX10W2qjg3plHLZIopy2nULz3UwdZNc6hiapND4Ct0axgLH0thcK2GR0W4Y9IYjxkFKteFxeTnlappQLgviXFK1bZK5pFYyqFZs5n7EBx9+zC/+4i+TxgGWXebR/gWv3XuT+fwchMvl0McQGmGiSgQc08TWXBb+kI5rs7q3S7lax/cDnr54RH/UJysyJjMFeDtJPmNtzSUMVY3Mvc0qg/mU06OE86MT4jji/rUKw3nA6dUZt7evcW9zFxsNDQM/nmNXXJqr27yxfRvNsHjy/Av+9M//EDGfs3fnPk+++JwHb32D6TzAQ20qZZZx75W3+Ndf/IzrK+uM5j6aU8dIh3i24k8LXWM0D+kHYypmCSFAN1QxpRACx3WI05SjwSXPzo6pug5RnBJGKRW7hLHkPn1Zr3Rv9zp/+emHfP7kfe5eu4+IAxaBSdlzcdw643DE9PKc0Sxhd3sNKTNev3+LIs+ZzD2C0KfRqDO4GlL2HBrNOqLICaOI0F/QWWnz7vsf4dqC435CrbJCHCxIkwDHdrk82cd1VJRmNhlydXnJy8NTnj47QNc0UgmkklAUZOMRqkwzI8tSxYwSXzNY+K9oPJNej0++eE4SJ3zw6BDXsTB0VUCXCY25H+E6DhQSXRS4psH37+6wXS4jchhEIZ+eXnExmlMv2eyut9ndWKFerRLEGUmSUtV1HMfmsNfj8YsDXr29g2lbNBtVBqMRTrlEoRnUq1Xu712j214lTmJOLs4Ik4S5H1AuqbaKPFfryihK2O6u0mxWv8pZ6RToy9epC4HMlA/GNnQ0lDEyydQ1S+YFeQFpumyILBSnR0qlCck0IStUbu3L3JaUSyPjstmC5de4sb1Ct1NHILiaqNdYK9tc9GYkWc7p1YJMFjRqDuiCKExZqZUQyxNVIVW8QCKwLZ2yI9QKfrnlajcs/DTFzyJ0Q+CHCbd2d5j6EUIzSBMJuWQ6Vy7VrMgQS6aPY2o4loVtmZRcg4pjUXZtBvOIlxdDvjga0qi1+U9/us/7n11R0nTIBBXbwkGnZJjYukGzUibwE57vn3J89IIwCEDGfOtbb4PRIkwsBqOYeskhR6XVNVGQZAmjcEKQLNg/fIQfLrBtF1sUGORcX10hzyBLl++LzBhNQpJEMpvH6LZBqVKnVS/jlSxaVQenpGM6Oq5hcHhywO76dVbaK3S7K7z6zvfYufcdGmu7XPbO+be/9//jP/zBv2YRTbmIAwaDS46eP+T0vKdiNUmiMBJZRhxHeNUGotTg27/yd/mN3/hHjBYJrmWSZBLHXGYKfZ+4SFQdtWl+Ra4c+nPeffY502DCr7z5Kt++f5c3buzy+eERju0o42JeoGk6hm5iaBqdcoP+dMLVpI8IJ1xcDIjjhM079wnDOZ1OjXu3t9nZXOGXfvEd4jgiCAPSJOGLz59Qq9aJ5iM6rRq2ZeI4Ns+eP2d3bZUPPn5EIgtiKYhi+JVf/g6Bv4BCkqUzhGGhu6vMA8Hx8yecHDwjkzkr7dZXMSFfpCyyAM9JcO2YvIhwnUJJEF+PGPyvMJdTSVakOI7Db/3Cfdq1CqOZz2QRMry8oF0v4zgmizBhEQSYuqDkuvz6K7tcr1dBFrx3csHHp5c4XglLU9kiP4xUf1SSsFKvcK1VpmxbXAYhMs959uwAIWDuR5xf9jnvj9lerZGmkt3uCvduXMfSDS77l0SJRDdMDMOgPxxxedVXrlmZ8+DGHquNGoYQ6IXE1AS6UA5sQ1ewMpbxCY2CQte+8trkRaGYhQKSJENSkBaqpCcvIIoTDMv+CqH6JZkQAcWSoWzoqoL51VsbdNtVDE1jOI3pjQPmQUyeF7TrDs/OZxz3giUxUbDwYwopcZavy7B1UpmziNRmzbXBtXWkLGg3HVY6DrajEWUZMz8DBBurdSU0R5JcQJrnPDkccXA2x/MMsizHttVjKcuUKt6oW1z1fSbTnPE0p1ZyiWXE8dWC81nI/tmC2USiZ4IwzCkoqLk2WZSSJDm6YfLuex8TTHss5jMMLWdlbY3be69RFGVGs4hayUMWYGsmItcQBaRFQKZFfPToR+w/+RgDyY2tbdYqFfZW1rjd3cTUTDzLwhI6UZQiZU4gJIZm4Jg63VaJQAuYZSm7m6tsNDvYloZda9Hauklr6ya1dgc/nPPue3/Kv/2P/5KD45fL711g2xaLYMqv/vbvMpz6VCuVJd5WlTxWKg1+9+/+d3znu79FuVTH0E1u3n6bOJM4pk5RSCq2xSKIeXF1QRwpXWYRhTw6O+AnTz7lzdvXeefuHSq2i0Cw3mnhmRb756dLBniO0BQ8T8qcPNEoMnhx/gLdtojnE0bjKQiNe7fu0HIdilxtEoejqaqQEgatRp0kCgijmN2tdV4+/ILe5QnHR4fkUUQmCz57ckSWJbSqHrWyS7NeQtM1cgSWW+HqssfH7/6Q/vFLHjy4xUqrhu+HCisswHVyNjoWtZJOo6az2jZxTfVBKLkalfLfoFdrY71LLA2eHp6RhDGPDs84Oe+jGSZBmpAsFhhC9bGc96ZYhobrqg/j9arHW5uraEXBs/GMP3n0gkkMP/jkGf3JAt00cF2TbsPj85fnNB2L650WHz55SadV5cbOOrevrXPRm3DnWpe00Pns+RFzP6ZT9rh36xaFTJnOh7heCaHpVKo1djbXMXQT0zCZzQJW6k0sXcc2TFzLwFyS/FzL/IpWqAkFKdOWdy+hCYSuwO26prCnWSZVVbJUAnMYRurqZqr0uLZk9QhUXXKx9G+wxFm88+o1ttcb6LqgWrKJk4ySo3N4PsWzdRaRpDdLiTM4H8wJ4oxxGKqOc9skThSkzPNMFnGGYwnV/qkbyoU8T5nNU6Qs+Kv3P+biskeSpiRpTpoVbK6VqJQtahWdeRiTypwkzimZAsPICFPJWT8gkQkFBeNZxuVwTqb7XN9pkGY5UZazCCWmMKh5NpmUmIbA1lUmTNM1siLl9GIfjTGhP8O1DQzb4zduvs7W6ia241C2TcJUaQC6UIwY29QoWwbHp0/48NOfsNpu4TVX2Oq0WavXqFkut9Y22G2tUvcc6k5JNXvkEWmekhQhZdekkIKS47K1ssr9++9Qa6/i1los0oyfvPcD/uIv/xf2D5+TFYp8YOgGXxpBT8/PWOluomk6T5+/wNDVg7JUrqDrOqZpc3b6gj/4w3+F7095561fYupL4iwDoTiDWqExms65mPR50Tvkk6OHnA/P8QyNOI457/VYBAv8MCDLCt64dZMnJ6cswoCsUJVQfuCTJAkl22BvrU2WJRxdnrDuQbDwkXlOa3OPi8mQIAgYT0ZMJ2MMw8DUC6oVVVn943c/wKm3qVsWpCkvj47R04z+JCSIUoIgp726yvb6Bo3WCoZlkeWCjz/9gmTS5xtv3efaTpeTqwDdbjKd+szmE9Isxg9T/DDl5l4FwxSMJxGbXRfH1mg2bMqe+bWD52vH0pOjY0wB77z1AP/ylJV6lbt72yTzGbLZ4snpOddkTpBI7uyuk0pJEkVoQqPdqLHp2BgUvH/RY380JcsO+e0He+iGyXwx52Lis9E0aFQquK7NnbZLnEs+e3lC2a1QMgXtepX5bEGSpNTLLkLXyTKJP13gxzklHQ6P92nWu9RrZQwhSLOE4WjKZB5iOwaWYRBJqfw6SyE5yxWaM19OC315SpFLcJimLVftUiLznCRRdvpgKeq5loLIO5ZBmqb/Rd8WLJu5lsFRdarQdZ037m4zmUaM5iFV11BPD2Cj7THzMy5Gker5SjNKJY9qWSCzAs/QCIRAt3Q8z6A3jAjCnLWOi07BzE/J8wJRqK+VZgWZARoF5dLyCC9UsG8+k2yslBjOxqCp15imBYUURElCkhSslh1GcYplaFS0EqsbFU4uZwRpQq4JpnHBRsmi6mW4ns14EjELYoIs5u71VTzPJPDH1BpVQn+OV63iaxvYoc948hLP9kjigChOMW2NNMuxLQNDVzyiOPF59PILbK3CPJDEUlKvNNnqdNDyFMM0cDWHkT8GTaNIdRZxyK3uJuQZbrXF3ivfpsgzFsGCT7/4mMf7jxAix9QN5LKsMcvU9lIXGppWcH5xrqIwFPhxDsKk2WzS7/URmsr6PXz8AfuHzxnN5vzDv/e/4frNN+iff4auC0Se45kq7b9/cY7labRKNiXLpeY2uOr3wTAwNAOWJ+dqqUTdK3ExGlB1S1CuInLQDZUJWzWqXE7nnFyesv1gnWw0W1Zs62xuXWfSv2I6m9FodpgtAiqeTZKmZFJyfjlia7XB7Tde4y9++CGxn1IuWYQFzIMQs2xydHpMljhcHD/n8viA4XTM2/fvMJ3F9PoTrt+8y4Zh4/s+f/Hjn+HaEtvWSVKBaxs8fTHDDyQUEj9QVMac7OcNLH+dwXN81efWxiZXx0eMFxGtVhPL1CgqFS6fH+E4Jp+fXHBja0sJvZqGbrtMRlO6Kw1if869zS4SwftnlxxOZ/zZsxOul21AUMiC3nRBEseMIgtNTzCFoDdb0F3pEi2mdOolDi+GrLTqbDg2JVvjqDfm3c/2efOVPQxDMprNuLg8oVG7g0BpM6bj0rIcnr08Ynu1y+HpMYlUNTcKXSqXJ5SCvFCnEiEFGmrg6Ihl3bG6MuVftpEKQSoLzLwgjGJct6K2YlLV1XyVHc1zCt1YGg1BZsrc96039nj84pz+aI6p6zRdi6mfUHNNRKPAjyVhIciSiMLUcF1JGIdkmSSIVfOF52gEcc5gGhIlGSVXp5AFSQJSgq4pU1ouC2wbbNdE1wQyhdN+QL4ckEIvmMQBUZaj5YKcAmEIxnFCmhb4QcZomiDTgM1ujXkwJ0tzEgm90XxptIwI0ohYpDRqJTRNp1S2EFrGqHeI5W3iemW8ksf25jVs0+D08jntpuISJ7GPpTnYuokQCrpWcUpkucTQdGItQxMmtlMjtyoYlsZWtYYuU/JBjGFYaKnO/qM+VavOPAb/asgHj3+f2WzGYNQnSiIMQ6MowLYMOm0HU2gYpioDkFJimwaT6XjZDQe6bvKv/tW/5Xd+87tY5TqisBBmwXd+4Tc5OT/ksnfO4fELVtrXePr4Y9baJhoCoSkWMrnBilcnkhHXWptstFYYz2ccDE6I4hjHtsiylNFkxK3NdX76+Cn3t65BRXB01We0CFnMF9SdMtfaWzy8eMbRxTE7rXVm0ymNZpNqtUYxvGCh60ynY27fvIkfBKRJSL1Ww3McZtMRSbLO3Ztr/ODdM26tbXFw0aPs6tRbDmGokWcxi1GPu3tbLKIVFkHKK298G8vUGY3GCC1jOp1RLWVUKgZJJkiygizNmc9VjUKn6RKGCeWyThgVzOZ/g0K/uMh5eHxEbjpsdFfY2VwFTUemMYKMplNivd3g2dERp6MFSS7YPzzl1vVNciEwvQoyTdir2NzrNEHA496Qx2OfTqfBwE8wTItOrcLPXpzwV08P+eTkgmkQs//iJbnQGPkx6ytNDMOg4nr0xnP2T/vc3dvkxkab7ZWuYtkagqveFXGW8fTlKePJkIPjcza6K9y+cYv712/gue5XVyJDN9CEQloUhRoqQvu5CbD48twilCu7QHF1CiFU51Weky7rS3TThOWVTXyZYl9iV5dlFFi2iWEZ1Cou33h1j2+9cR00DT+WeJaBzCVlR2evW8K2dDIpKTtl/EBnvEiwDQ3TELRqFt96rY1raTiWDgLuXm9i2aq/SYgC3RCEUYofZQynCVkMZOr1DGYJw1mCrevEqXIwm5qmHiiFOvmlEhxXZziNGS8CLgYTbu62cSyT8TzEMHP644jBNOBk4JNrBo5u0W12KZfqzOchBweX/MEfv8fL/Sf4swkaOcK2cDubuLXruHadqmtTK1dwDJM0zhnPYy7GPtMwxk8SHFshGKKFz3Q84GwworDKrO28QvfG6+y+8g4rGzsElovmtHh+FXMyCDg8OePTh094fnDEaBoQhAXzhXoiT2cJi4UqlTQ1nZpj4pg6uZSs2gZ/8C//B/JCBX7vvfo6P/rxu9TrNYpCkmUpzeYqlcoKlqHxw5/8CYuFz507b3PZV/4ogU6WCrTCYOFLvnHrda5v7RJFKa16C5lIsiJnGgZomqBRrbHabtOpVjnp9Xjvs6dMAp8bG+vsra9imwa2rlO2Ha6mPaRlMZ+MKISG6dVJK6skSch8PmcymeD7Idvbm3zz7VdptRocnPQ5Oj6hVCqxfa3NcDFlpV1lte2hF/DWnVu8cvMmmhCYdomV7jbSqDKZjLns9RmNrvj4k59xdPiUdtNjbcUhjlJGw5jZLGVj1UHXQYgCdIPJTCIQ2NbXzp2vP/FU6w36V1d8vr/Pje1NChkzjxIGoxmb6xt8/vgF9/Y2sFZXeHZ4ynS24PZ6iyAIqZVsJrOQmR9zbXOd1abP0I84932ejyYcvTtlt1Hnw5fnUGSMFiEzX7DeqHNvo816w0Wg8cVlj7Jjc2NzgyRN+MlHT/nuN1/DKSTHV2OyOGRzZZXjXo/JdIhhCKqNGqdnZ6w02+ysr5HGId3VNRIp2T89Uat01HSRMv+5iPgl6EzmZJqGLpWNPZOqkE0TBUUhVSZiyeNZzNXx9kuBWW0mlKEwV4BmxU4ulL9H09TXXGmWv7LKZwLaVYsolswWCSVbh1wZ/3Sho2sZYSLJtYKaa2FrSlMJ0owsLkiSHNMQpMXPA69FUVAuGViGziJMyWVBu2ktlW9Bmqp1f8k2SRIwTLBtgzhLsE2oeiaGBpYlmM1iPn10jJ8mmIZgOJujmw6uY3E8GNMUOq16meFojusIHj+bc3qs0sn7z17QqpaxnbuwxMPu7u3x/gdTVqs1jGJOagimizkl18YwdJI0JYwSslKM70/IsXB1neHgkvliyOF5i2++/jatzhZ6d5d59gL5pM9kOmEymRKn2dJCro6fAvVtC6EeBBdXEa1WTrthE8SKz+SZFrfaTR6NY66vq//ecV1OewsWiwW5TJCajqZJfuPXfod/+T//v2hVy2RZiqGXCAKNzVaZWrXBYhbi2hazRUguCwqpet6iMGK7s8HVoo9rWzRrdTQ0prM5tmkyms/ZbKwSxAFxHFP1SvjzlI+enHA1m7Oz4/D8+Bm7nXVCf4Fb8sCusFr1WEiNwXjEK3fucHE14uHjn5Jlkgf3bjEYDalWymy2Nzg6P+Haxi6LxZBGq0ul1mR+dMStb/4yjq0jNJ2D4wseffE5fqAwrM8OLmnWy1QrNoa06PWmStMyBIal02rYKLhtQaXsEPgxtvX14vLXO5elBpaNFDknV1fo3VUm0wW1SgXTtPilN+/gmDrvPnzJ93/5mxweHnE1mmGaJmkqGU8mdCoWucywylW+u7fB//L5M2IhSIGnwxG20KnaqseqUinxzl6XRtnFMQrCJOdWt837Lw65GA4whcmtnS5+OKfearHiWCAtXlxOud7p8LI/YDybkCU5QtOoVVwMwyAIF2SZ5LI3h8ym5tnUqxWuxkPGiwV+FFOIYok1ZTkoIBcq65TLHN3S0XTVJqpZuvL3UBDHESXPVpb4PF8OL0Coa5xqC13+gQo17DRNJcWni0jFLgSUbF3hO00NU2pQKMt+rVSiKCDOU6VFSYteL1G96WmBZQhenI6xLEGlbKjW0QLCUFByDDotl8+fjUhziTE3cExV/5zlCkB/a7vGRT8gzaBWcTi+GtOu25iGxkqrTBxJesOIdtug07I5mUlsYaKTo1sFlZKFaRiUXIMPv7jk4LxPzbFoeBambrDSKHF2eo5hWRjVLpZbIgfeeut1Hn3xmIbrUeRXdDsdFuFUcZkxqZcNcgo812IUptQqDnlSsAhmjPwh23WPj09PqZXrXPYmTKdjxoPJEui2HDdf/gzLf1bvgQQGg5g4TumueKAJ7nRa+Als3ri5xKRI8iLmnW9/m//8n/4jv/P3/wFBmJCmCbVak7///f8Wzy3x5MlzRpMRzXoLLcvQNXWqNU2DNEm5vBxQ8hzlzRKCTqPN47OXvHHrOotAXadOroY0y3XSYkgiCgxh0B/P6I/mPD/uIUWBphv4fkGRD7l74x7pdEShG3RX21xKiTx/QlaYvP/hZwxGUwBeub1HybU4O79iMJyyu7NOJjOmi4A7N29haCaNtV3KlQaT+YxVq4FtmQg5pl038cOC4TigU6+SZZIisTga+tQrNuN5RBhKTs4DLEujXhEYnsbCzyiVHfz51zeJfu3gyfNlJ7pmEmcZLy4uKTkeIvBpV8sI0+Hl6QnzIETGAWurHfaPzzjsDVmtV2mWHVJZIFBFedPJjL//zgP+zXufkWmCQgoCKQkXGd1SiftbqzQaDfLIX/KOLY5OB1xf6fDk4oJQxjzo3uL8ok/JCrB0ied4GJoKY67Xa5wO+2gCVuolWo06R6dHVEslPn50yN61LSzL4uHLhxhGjfvXb+CHER89fUKSpaSFwjcYhq4qbTQNTQND09T6XRNfpY2/rKIpNMVrtiyTeKFCiAKlGanrWqGuc/z8CqctSYRf6kZ5URAnqh3CNgTd1Rr7ckqQSNAKXEcjzdTG5GrqI3TJ1E/pNkpsb3R4eXqpQPCeRrtuo9uS6UgqFnOmoPBJqjJBSCi7FtMgxvNMkrTgWrfMy7MZ6x2PgohG1aJZq6AVYDsaB+dTwkBS2rRZ7YBpCCqGwc5uC0PXcG2bQX9KvWQSFRmFMDA8k/5oQWlkY1gxCxmR5y945cGbVFsruLbgwav3WMznPPpsRrdj4I97VMsOmUxVjknGNEtVRJ4ShD66yDFsi7sbW3x4sM8kCBhNx2Qp/PP/w/+eNE5JkgSZZcRJSpompEs2TpomJElCEsf87CfvEecZs1mOzAMe7LbYajf56DzlzpapBtQyACw0jTj0+ez9n3Dj3mtMJj7VaplWawVdA9dIMOWMPPKx6zUWUcRKyWY+96mWHfIsYz4PsCyLJE0xELRKTY4vLomTlDtbN6g7GY1qnVsi59PTQ7YadZ4+OydKJcLSloMU+oOMN15xubo4oNPoMhmNcNdXuX7zOr3Th7TbHQaDCffv7OF5JfJCfe4MIUkWfWq1uzRXV3n62aeUSk1W1q4xXYRIYTE6f0k41nn17V+m3b3GJ58+Is00VtsNSq5DmiV0O3Xe+/xzPAeSQkf6BbZlEscJrutwchFimjqaKKhUv75X62sHT7dkcKO7xxfHJ0vgVUGchPhZzlqzyUl/wHgW8Z3X7lLkkr/84DErrQamrjGLYspelYqVM4szLno9bu+sYXolbjRqPBmdnpemAAAj/klEQVRMKIpl6ECDVsXjWqeOblikxYLTiyHS8pBScm21TU7Bw9MLPn76lLtb2xi6oFFvsJhMKVk6XrlMGERc39zk6ctDSGf4gc98MePR85fcvXmH6dynXlE6yNHVBS8ujklSiWkYJHmKVoivhOYiXwYqhUBTJRDomroa5XlOVujq2FKAH4QYJY+f96kvGyOlVOv5QkUuTNPAMFX9jhDKPZ1lOZahMfVj1ttl4iRDaBorFZuLaYRhG9zeqPH4YECSChKR0GoamCPBartCp1khTqYEWY4hTEqehW5G+FqOpsP+0YySq9o9wkR5fNIwohAQp5L+JGKiF2RFSpKFbHVrVDybtXaVHIUEqZdtwqhgPMqWRD2bZt3g7GLCje02WWox7M25vtMGLWM8VRuxatnmfDijXCoxTyJyKRhP/pJf+uXvUmp0cW0NXavwzV/8DpZpc3EyoSgkJVdjEYaM/RnXV7dJohg/yOhW6kxSn6pX4lqny9nFFbg6QSLZu3ETY/lGfbVRKdTQXzIjERQcHJ8yHk/54vNHlAwLGeYYeYlpXNBe26QockDxs/OiQC8K/PmYxx9/gLSqfPzZPv/kH36fzsoKH334Lv3zUyzLZGOlueR4x5xeRayt2hiahY4gjpOvHljT2ZSKU+Lp5QXr9TXCKKZWL3N60UMYBf3LCFcLSFFsc7EsEsgLsGyN47OQ2s0ZmNtUi5gwijE0naSoIWO1WjdNm62NdVKZMZ70KRuSmmeTUuDYHrfuv04QS/woJYlDRpMJvd4pY6OE1D+mUa/juBbxJCaSOYPRjN2NBroGJbOCaQfM04xKxcS2DHS9YDKJaTcUP1tDEqXFX3/wvHZzm7yQlByTD569IM0zhJAYOvhZQq1ewnXLVKpVHj/fZ2etS71ssdquUqpWeXF4zEqjRe/8jM2VJqZtk8YRb9/YwjBNvrgYfAne43FvyN21JhQ5UaETFAYeBZudKrppstGok6aS0+kMP5VsN+ucnJ7TaTUIxwHTyZiSbbOICna6q/z04QvCZB/b9nj97nVenBzRXdlmOL1C1wx0LSRDwzINgjhEN3SKTMISYKRpagOWa6ra2FiebApUm0Sm5WiGptpIZUaSZWimCVlGmkkMQ+lARbGsh8hVbEMr1BXNtoyvrmRxKqlUbfqTAENX9TYTP1LVM5niIGuiYKtbJU7meJaGbepMxnOyRGJZGo4mcD2TKEqpGRrDacT2Wo1qxSUtYgpy4kRhP1Kpbn9xIqmVc67GIRsdD8fJCcOYnfUajYbH4/1TLocLXNvE91OuBhE762VadRdR0jBJqZSq6LqLoZ2ytlojSgIm8xDXrWHlgrNsimFoxFFGHMfILOHDd3/I7q17bFy7iWk5KvkfBlzbvom30mLcf8kiOmTmL/Bcj5VqSrXs8vT0klkc82T/ikbZpqRZTLMY27IUSF+I5WlF/bkuf1L4kqW58+z0mJX1FW5nKU8f7+OZBh8/u+RyHPIrv353SRdYljUCMpwx7E95Mk44C3/M9rUdPv/sE1xrwo9/+iFb1Q5hGCCzlCQVrHWrHPsjRtOMbktDGAZhEFKpWSBAkvGif0pn5S6fDsfY5hTdKEiNBZbTwTZNrgYBd3brPHyhcBpZWuB4OmkimRYFF9M5E/8L3rr1BleTKY5t841vvcX5i0dsbawTBBEnZyfUaiXIYlY31zFtG8ty6fXGFEVOEvn0ri7oDy6ZzmKiOGfmX3ByMeGf/OPf4cHtm8QSgkWIH4RkaYTMMmoVDz8MqbgW8ZIh3ai7vDwYU62lmIZq2TWMv8E63Z9NMG2b3mjMYpawslLBD3xsHQ4vzyg5Jcq6RRJXmEcZq50qeZ7SatYZjcdMZ3Mu+hOqpTIzP0K3bOZ+SCbhrds3uZjM6M0jCk2Qaxp/+PCA33nrFaoOTIqcRtWh3WwwGQ+x3RJZIvmFW3t8cnCKbRjoCDzXxXN0SiWPMEz5ox99zD/99W/wnddu8ZPPnnGtVqXsVeh2VvDDIbMgxtCVA9nWTBZp9FWnlVjKMaoQUP0lFlKSCTVgWGpAX7ZNaJpal8s8J04SKp5HkqboQnylFxVLlcEwDTW0cglCoOsG3VaZi/6MDMV5nocJtmlwMVygGRo1w2QaSp48nzGdp9y6ZhIENrYtMPUQw1ZaS6PicjqY0RsFhJGqYnZsxYtZLHJeXvgUxZfMaFW0aOrqe+62XAoytrsuQZDx8dMJp+c+q22P496E1ZbHL729y2ePLjm8muFZDpphU3GrmFbI+eUQ308pzJyz8wm6kVMvubRXuviTOauOSSYF2SRie2uLxWTCcDRj/OHPuLq44M79B2h2laurHj4Fw4s+N67dYWV1k4cPP2Uwn2G6JppMSYqYxSwkXuQEvo1jGmSOxCwyvvj0XUzTwrMt0EwMTWAaJhkauqZh6DpuuYYAao0mumkQp5LDFwcksiAobMIgwCuVlu+d6pT/07/4K/qDGKdSpt6ss1gs+Lf/8afcuVkCq+B4eMVapY5rm3ieydXlhLWVKrowsCyTMIrxpwHlcol+MGH/8pg4SWkmC0rdOsPJMX4Y4Wk2TS1ko1XmxcWEiR9Qq5iMpgmlio7McixHp1qx0AqN3mzEKJhTMlwm0zn1SolSuYKlg21ohIsJmlfQXtmiUq0QxDnTRUwazzk5fIZpahycjDi+nJDLggd3bxIepayvdhhcntFY22Y6HpImKW7h0N5c5eLikju3b3BybHDnpsvTg5dcjAL0XFKpmCRJhufodGol+tPgrz94whTm0YKjsxE319rcu77KT5+fMl3MsA0I4gBhw2Tus7fZ4aPHL3jjznUs12Z+vCCII+ZBxLWNDbRc1WdM5iFrKy1iTeeXXrnF733wOXGutg7zPOfHTw74+9+8x/2bW6Rpxmw2R6Lx6MUJJcfGs0xe3VzlcDjl1ds7X21xGtUyw/EVv/2d+7gll+HMp1UvkWQJB+fH1Mo1FmGIpasCPwoNKeTyaK0MdpqmAGFCfBkmVXAwISCROa6xBIABaaaIfl/ycuIko+yqq1leqA70ghxN08gLVZmjaYBQ18s8z3n1ziYLf5+ya5DnsAhisjxnssi4vt6gVS3xl5+cIBPBWq3Cy6MxQhNcjUJMA1zHVFW8/QVpLmnUbIQG01mCZWpcjWdEiaRkm8yC9Cthu+oo4bZRsbBNgyyBT56MKVcE9YbNyXnIi3Of12/V+OZr27RrNebbEbMoQTMLRtOEtRWHcOFzeNFnOotptl06KxVKpkMqU8gzrLJHwxQqR+danJ+c4rqGaj0NC3qnp4wGffZu3yKWDosgwbFNFkFIo9EioU1lpYtdpBycPcErmex6Ju1SgzCLcTKLjZbLQe+KH33wh+o6jIam65QsmzTLyP6LDvtapcG3v/l9hhOfwdDD0E3yPKc/nCDzgp99+JBvf+MBjq2IDFEU0x+PWdvZxLEdXjw+xDAN4iTh5Kqg3rSI8oR1TaBpuqJNAq1Gk5LjcH52jmWZ3Lx9g+lswOnwlChO0CiYhwtqfh8/ylirtljxSlAU3F5pcjyYMRgkbKw7jKcpAvBcg1bNxnM0HFsjLSTD0Qlb3VvIPEM3DGqrW/j9E9a225y9eApWg/XtPRbzBbadsP/8KXkyxbYtvnhyhOkUbKyvsd5pEIcBtUoZCkl/NKXSXMV2XKLoEtt2li5/wWAwwI+B8ZyK4zHSArJcUq/byw2sJIwT2vWvJxB+7eCZBz4pJm/e3cM2BKV6C4dzGusbHJ6fYQhJXvg8PvZZrTdYbzZZadcJgpSr8YIkS9D0gvlkSiEEo9mCve0N5uMxtU4Hx7bZbtZ4OZoiC3W8PZov+OPPnvF33rhDUmic9sZ4tsX2ehdT5ORZhOc6RP4lD58f0u200ARkuWBttYUpCh6/PORyOCQtdLyqQZRkjPwJRZEhCyX55kUG6JimQZFKNXw0gSEUzlRJxD/vXE9yvuLs5MWXBqgvzzOCrMgJkwTHsUmCEB0QRU6es2QyF+RSrRwV9bug3Sizu9UiCmJEkbPVKauSvKKg6tnq2lS2WQQRLdtBRhq5JnAciyiKWW07nF0EmKZOo2yrbUyWkcUGe+stxouAOEkwjALXgyAA1zJoNyu0ayYakv44pD9LsC1BuTA5Ow1otxUk/vByzq3pFJnYPD2eoWkaWZoxnM4pnyR0V5vsrtf5cHaJH6RMpnNq3TqjSYahK6HddXPKzTKBH9FsOtQrJYTu8LNPXmIZsNfVefH4IblmU6p2sIwWtqmRRAFr3QaG1yDOBa/c73By/IymZ0KU4dRc4onPbDbDSDXCPKXueWSZxLUMDFngWbZKw6cJ/WBBLz3nL3/077h/75couQ4333mTX/j2N/if/83vcXRyzmy+4L0PvuC1Bzfxg5jT42O2tzaYzyIOXpxTr5T55b/1Xebhgh+++6dYnsBxTXrzKR1RI80Lak0L1zXwSh6bm11Oemc8PX/K5WSonNqaoOa6yDSkaTk0miVMIZSmJHMcYXJnvcHnx0PGk4TVtoWm6zRKNpouQRToGLRLBqNgSt2f4iYZc8fDcyzc9iaRTDHq61wMJow+/Ay9SChZCZaWMosTgoVPt6VTchtcTQp03cR2PTw3pV6vMBiMsNwLNta7zOYzVmyLq6s+k0XIyckFnmvz7MUlezsluu0y5/0FUoJmFFTLDpe9GX709dDlrx08qYTru2u4nksBDHtXXN/ZotNuoGuCw/Mztb7UNK4mIyq2RxKnDCaXLKKFwohqGheTCe1yiZsbbUxSMssmmI55ej5kEi5YqXj0ZwHZsnbmYW9M8ck+Moy40W3Q9SxcR0doLpAxmMwo2SbXGiWenV2wsbmBaZlEWcH7jx7Sn4zQNIHpeGS5QDdNMqlIglmm+MnKc5ORyxzjS8MfaqoITaim9iWZsCiW9cdZgbE8EaEL8iJXCAyAvCCMQ0qerQD4mYKCFbIAQ3yVklfAwmJZCw0rjTKf92eIvKBVdVlplZEyZx7EnA585pGkKAT9WUyrYmM5GlkuSaVgMA5Bk1RKHpnMqJQdsrSgSCMWQUZ/4jOcpbSaGhXbIAokiJyr8ZTVVpOXJ3OmfoxtwUanxN3rVS76p2yteniugRA6pqHz5HBCFGb4cUiW6GgIxrOIu7c8ppMF03mKLjQu4hm2GDGfZ2i6YDRe0Krq3LjR5vatdYbDGfPxglyPQU+JCnX1TCPJzvUmJ0eneKYk8V1io6K+j+mYRquN5VW4++BbFGmMkBFJ5FNvblKZTag3GhyeniE0CGSKa9lc+TPsPCcKM67vrOI5Ngi4nM149/0/4Nr6GxwfvOS3fvv7/N2/+7f5/f/0x1xcDhiNJ/zJn/4Yw9AouQaT4QIB/O1f/xX+9m/+OrV6jTiOee+nP0YjV+xuR8e2BOvNBsK0yYIIyjX82EfXBcHCRwDtqoer2xiZiW2blE1zuS1Vp+BZJtEK2ChXeaSPGY4zdrYsthpNRmHIIsxAZIRawUq1RBJGnPcOmftlxOmMe6/cpFp2kVlOWoBI5jx/+YIHdzaYhwHz+SVaVsNyPaJMcjEJ2Nu5xtpqlzhJabWapJFP2XV472cf8U/+4W/y2oPbfPLxB1xcTXArK2ysdRgOh1y/ts7cH2EurSEylViu4OnLMUUucJy/gbjcaVRJkoQ0Tkk1eH50yfZKncA3ePPOTa76U3RTksQRlmEyDhZ88fIFFOrDoWkaucxJ8whNlNCXIp+hFTzrzxgGU9XCSYGlKwREuqwX/vzsipbn8EurLYo8I88yklwSRApw1W2UwXTYqnk8PTjiajTh7OKSMA7RRIGWa+Sp6ojWDI3FIiDNsuXAyQFBsUyif1lLoy9dyqnMyVEOZW0pSrJMq8u8UINqSSr88pdBsXrSNEXXDbIkIdeXspDiXaoywS+/noBcZhyfDkhTia5Bb+zTqHmAYLbIuJyE6MuEeck2OR0GVEomKw0PTVfbDtc2qJYcjs/HrLQqGGVtaVOIcVwDJ8yZLXJsU6NRUU0WjiuJ04BYppQ91W1v6xqTWcQ3Xm1T8wwuhxkSh6OrjEf7l6qETi8wPEEmVR7u8GREfxwRxwVpVhClcHIxYz4P0bScKIEghlJVp95qMZzOWMwjGrbN5mYJUxiki4J5lDK8HLGz20Z3TF4+eYhr18lthzAKGY7G7O1dQ2g69WoF06kyHw24PDvEtU1KrTavra6zGFwRLxYMJ3MahkOqScZyQS41LM3i8LjPG6/t8Oj0DMvyeeP1e3z84Qdsb65y77U32Njq8/H7nzCY++SFjS4SvvHtd/jer/8aK6urS4d7jmVZfO9Xf42PHv4AI9fQCpsoKphPfXZ3WwxGU8anB5RtlyjLcUyHzdYmUeTjmgIjNglT1WobxSmaplpiTV1H5jkGOp2yyyRMqLom8yzA1l3skscwGLDwFfp0HsTMSJgNQ8puxF9N5nzvV95BEwLP0ng5GXHWH2I5E9baHkYhOB+OMYXNPPbRbZPFfMLQdllpt8myjGs7dxiPxnglj9lkRKvVQeoF8yAnSicYho5pWLSbFSBnMZuSJpKSp5C701mB54olDuSvOXh+76Mn/IN37uLHOWM/5NUHrzC6vCRYBCz8lJubXUqW4MnZBYvAJ5FwNRyj6wLTMDANA01oyEJyMZth6AarnRb7ZyeM/CmGgJKlY5s2kyDEsjWIFQ+nEDAKI/6nn3zGL93aomUZyLxgY0WZnJIkYh7FhHnBvc1VPjw8o7dYoC+FU50cmaTMFgFCE4RBqPChmqaMykI9bRU6R7mRNe3L9JbaYGlLE6BiLBfL5VQOhb4EwashqfAXaqD4QUS1XEaYCiBlGjpFkaNr2nLjIpZd6wpmZVo6ZdekUfOol1ym85A4lZxc+QRBrMKMUgnCDc9kHkku+gGttkuzbio9ypBcTkImj694/UaHtY0Spuny0Wd9GlWbMJbc3VvD0jXk/7+9M/lx7Dqv+O+++wbycWaRRbKqu3pUt9TdjmQ5LcSJ4sQZ4MSBkU2SrRcB8ncFyC4IkMAwjNg7B7ANWbI1tFrdVdVzzcWZj3zzfTeLy1Z2NuAkWtVZc8HFfd/97nfOd45OmQRTjk4zLnfqJDqk7ra4e7vPLBgzmmR8vhuwiAo8ryCKM8IwR1OswzRySp7N5U6DJIHD8yWqKJiOE/ySyzhfoDLF1qBBfBpQqlqMhiuWiWY8XVKkimv9DvNJjEo0Qhdc2dlmtRgzPZsgajHPXpzTqUV41TKuV0LJKhoLR8JzLbDdMm//3ls0upc5f/4FL54+YntrG7/dpdrpUZ6NaE6n6ELjWx7j8YRQZVR8i6pX5lK7ycHRPq1qkziO+eTTCW/f/yYPZmPufu02T3af0W5v8L2//Wu2L12iKIr1GgWoNGU0PMSx5rgSOuUqWlnU/QqWgHmw5Gh2RprlbNRbbDY61MpVPNdjMp2yjE6peSWKdSbbMkppNXyWUYLjSOI0xyu5fOPGgNzOqJVqPDg8wJYZSZbh2h65o3Gl0ZaFqWK6WpArIM54tPuMu29eJ1pMaLQadIMhJddiPIp4cRwyCxRbnQ3iPOdP332H0TRmb/8FRQGb3Q6ffPwZGjg6esn21reQUvLuvfu0G6cEyxDPcViFK1arFYtFRBTnvOYBXUdSrRof7mX0v+h4jhdL/u2XD/nO1+/yxpUBeZawSDJEqFAqZ3uwSZTmOJnm0tYOp2cnBKsIW5gPslDZmjESqDzhaDol1gWL5RzXBqUtPOmR6pRyyUaJdReixDo6B0KV85NHz7nTafE39++gscjSiKwQJEnE3uGIb969wft33uDHnzzifLEg1+BYILMcERla2viSAoXCEuJLsy9LYJ6L0tCuwhI4tiQpNLrAxPesaXFtjHbMQRTm4KS5MvtcmJWLNM+NL3PJIQlSKEynYwa7ZtvdYq1exmySHw4DwOLe9UuUPZuT4YjRNMQS4Jdd4kVIoc1zaJnkPDtf4jmCkmPRbLq8PJuzs11j/+Wcnz885PKgShJpqmWXODPam1ajgmvDdr/HkxdwfHJMpV6w9yDj2++1KZRGCofP986QtiTJChbRgjwrkKwV3FqzCIwtCBrCKEWJAkdK+u0qJc8h15ClEV9/+yof66ccnE5J6zl/eO9NLOeE8ckUlaaI2CKKFTuXu4ynC+Iw4TwP0aMVbsnn5fmEVuKTZ7mxnA1XtHoDjk6GWFqx1W/jV2tceus+3dUtxof7zA+e4JR8nFqbzWtdRLrCn1QIVyGLMCKj4OXpOXduXsXy2+y9eEQQLti5/DaL8TG337rH072H/OM/fZ/NzT68vmiEIEtT4vkZH338M54ePCQIFvjSw5UOW5uboBIW+ZKj8Sm2kFzub9FtdtY0vrFdqddqxGlALBLy3AhT2xt1XDSFZ1ihTGtaDQutbaRoUC77bLdX7J2eGdfPOKbplwiSDKUxyb4ClE7JooTHu0+4c/satWYL0pBprYvKFrw6D4iLEs2mx2Crz/7zIz76ZI/vfvc7jIdntGpVtBAMBl2ev3zOe+/epdVqAwV+tcZgC+zTM2r1BuOJTTCf0+m0adQGfPjxZwQrzSrOaNQc879+8xrob1uZKDheLPnRrx/yd996jygIaFc9bMcmjWKG4ynHwzl3r/Q4Ga/oNDdQ+RmOLYiTlFwXrxloMxXPEsbzGVW/TJwlyEKjdEbFk1hWiVWuyDLTCWgpvux8CuDhaMLg6QHvvbHD2Spi93BIwy/x7q3roAXL6ZStcplRsDI5UgJsAXrdyUjLWsfQFGRrC1Qw6Revm0ITXmM6EykExVoMol67AVoWYh1bItdtcZbmSCGQr4VqliCKYpxqBWGbHHLXllhSmre80EZvojWeK1msYgqtORnN+ekvv2Cr26RWrXCl12AcGBawUy8hheB4GtKqlSm7NotlxnS+YjuucjZcceNakxcnmkmQEB8oLrfrICUlV1Cvlzk+nbCzVaNSruJ7Ho4n2H2ywrIskkzx6e6Q2WoBUqKlIC9yHAlCmNjhJMtwLYnrCKSG/VdD3tjpYilBtepSrZexLYvJZE61VmI8mZMXiihWdJs+Hz94BErgOx6WcLGxCLKEk+GM0+GcfttHS8Fmp0GmBGHkYDuSwWCDJEpZTk7Jk5AwdchyxYMHu/zxH32DIFggbZfB7W8QjI45e/GYeLKLtbWDVW5Q6/WpZTHl8Ywsy4jimHAJ240mh0fPSLOcB7u/IFMp73R79PpbbGx0vpRDKKVYTs/Y2/2Yh/sfMQumxGGC1hYbjRbhIsPrOsQ6RmvBoL1Fp9HCsiRar1dmMHxCueTSqDSZBCeUSj461xR5TpibLiFIU8I8Y/Ys4frlPm7ZIc1SauWKuSy1CSWMU03NaZLLJX4rQyizZ7cIQqQVkOUZ5WqbZs9iK1fMZwrXhe1+l+1+h9XSaLNq5TKj4Tkb7SbnJ6eEUYrrFHS7baq1JkfjJY7n4uuMasnh6eSU/WeH+OUS2nKR5BSZhbBcPEfhuDaWgHGQkKX57154CoBCc7pY8q8//YBvv3OP6xs1kjhkFmc8fHHCN+9cw282secxjWYDITWnZ0OklERJ+qUuhvUekhasM5iMzkIUGZaGimMGmWlSEEljuCUy1v44Zrbyk8cv8Eplwumc21cvUbYKbMciihNKfpVeLeZrssOHh6dmH8kyqaCuI01R0PpLa1MpBY4jzW6VXheDtfJY6wLbslCiMBEjr5mw14JYIVBKIbRZ+syV+Z2QFpawSNKENLVxXIe8KMwBXPv9vC54r21Brl3qMg0ikiTHdW2GkwVSF3TaNTSCWtmh7Nhkygy2SyUXbQUmEqZdpRCKrY2KKai5wsIE8mVZhi0tdrZbSGEzTKZ0N2rMFxGzWcoyUliFzY2dFp6XcThaUOicJIM8BMuGRs0jyxVhlCO02Vi/3KtS9myOzwOG0xVo80FtbrQQlmAwaHN0cEqSSLAE7ZZLxa+QxBGlko8qNON5QJxmZLkiSjLAZMe7JYlKE07HIZWqh5CKyTyg32kxmc8IhidEmUR6dfafHdHvd7n9xlUsS5skhXqXN35/i9HhEyYvdxHylLg9oNvbooygnKaUk5xEuzx/vEev2WBxeoqUFg93PyTLEv7qL/7BPK2VIlqM2d//lM8efcBoNsS3LIq0wELSb3ZpuTVEySHKFbbj0vN9Bt0BeZ6j1P/4cMu1GDXPMvxyicXKR5FSJGbGEyUJ02VkHBJci9XSXG5JuGSVrTiajg2pgUeprLFVGduWjM9i5suYS50W1YrAtY3Ga7EI8MsV/OYmrcWI6XxJryO4emnAfLHEcT26nSaOBZ8/eMyf/fn7bF++xGo+otvt8qtPH/Phq08IvDb9wYDo+Bnffv8+fqXMTs1HKc0qjAmDqTG08ysgYjIUSilUqihefyy/S+ExF74xRx+HIT/45Ue8d+sG92/d4OnhHjd6LYq8IF3MabSahFHC127e5Gw0R6kUIYxVw5osMs8vnWNLCKOEtADPkdiW2V3qNtrcv36L//riEcMoRlAgcijU+vYBfvjJI/7+/tv4tukg8qJgEqw4HR+zM+hwp1lnmmTsnY0QWpAWBShhEj91sabKwZUSyzLMVLHeyTH1pVi7B5q5itaYzqfQYLIksNdPNSiQSqEsgeVYJhbntYVGluP5LkIaywUweVZCmpkPwjztLg9aHJ6MORkHnIyXXOs1KCyHw/OA5Spiq11FWoLpMibSFqP5imbDoVnzqFc9CivlfLLk+X5MkpnCo4GDUYhjJ3hlybXBBrWqx/l5hBIRq7ig5Apa1Qo3r7ZpNmzEQ00cQ8m1ySmIc4VW4DqCKDKBh72NEtWyQ5JlCMtisjDm8lsd459jYREsIzIlKJRgs90ijVPmwRIpNd2GjyUkyXKJLEt0JgiiiEVovFtutjZxPY9lMGM4DimXJPWqg4oTOq0KYqPG2XnIeDojjlbs7z7l0nafQmtKngMqYzpbUe9dZWNwhbMnDzl4+oQ0mtHsXSVWCU69gZiNqbse1WqNV/YENy+wHcGrw8f8+w//mb98/3scH+7xq89+wen8HKlzrFyTSYHrOnQqDTYqTbrVGrJUMhbBSrNczOm2uuY8AbZtIy1BHK5QmaAoFKtVTBIWjKIJLbfJLFgynJsMKktaFHlOogWPDg+Rfs5stVqLVwVvbV9DFytyHfD8aMJsKdjs7OA3alhqRM3RBMvMiC2zDMdxaA+uc3A24UavT5opXM/FlpK3bt0wNimjMePhGTevXaFZ2+Hw8CWHR4c8PRgi5JDh86cIBLdujuhffZPFzHR8hSq4cfUee7tPuPfmdU6OjxgFY2xPUqnaRpj3uxYey5XovPhSfp6pgg/2n/LybMQ72326vk2SpSgl+PneAWXpcD6ecbPf49XwnFwV5DpDYzxfpDRqUKXWEcJobLvEcplzo9/j7htXkF6ZjRevWGUKrVPDJmlQ6+KTAz/49Rd8/w/uUK/XeXV4RhCG9JsVeq0as0VIt+Ty3DGhaXlRoJXAtqDI8zUdbp5VmSqM17I2RaBYM1D6Nc+17pCk45g5EJBgiphx2tdYosCyChxHrxdBjUpPFWa9Qtr2utPSZvl0XYReW3A40uLm1R7n0yVFUXBwNudNz6HkecZaQ4PKcpQ2IsYgSWm3HSq+w3IVg1CcnScMl7HJPs8NvVmgSTLF3ssJG3WXMMoI0zGFULw8WuJJm067QqdV4oMHL1ksjHZJOjaWUyBtC0u6TKcLSp6DZSnSrGC+jFmlKZ7jcvPqDo60mAdz4jAyz+s8I1hlYE1YzJZoqfErHpYDpaoPeYFrV7jZ3yIII/afHOH7kls3bxKtYvxahUbDoyXKhFmE50o22mV6vR7zxQohI1KVk8YJ+3uPuXetQ4hHqgVb/U2GBy/YurKDXa7Ru/11utdu8+rzDzl99oBG/zJFnrN1eYt6tcLLZy/ZpMrKUeQqIM8zzs5f8qMf/wuvzo8otMIW5sJTwrgV1D2Hml+iVvHXyaCCRCmjU1stSdMUd22ra0uByrN1AEFCsIw4GxpVstKKuTVCFIKcgnJJonLNoF1jHMbM4xUbdYd+q8wizFklOa/Gr2iXfJI8o9W4Ru9SG0FBkiTkqsmNns1qkRHNzpGlKuVSCcvz6TYrhNmKzz7b51vv/wntVoODV4dEUUwYJZwdH3Bpq4e0BP/xnz9jFSka9Sa+Z1wmLEtwcnzO7eYG1XqD+eyAWq1Cu9XC8TzyNKbIczYqPidBYIiU3zxbRmj9235ygQtc4AL/t/jNo+cLXOACF/h/wEXhucAFLvCV46LwXOACF/jKcVF4LnCBC3zluCg8F7jABb5yXBSeC1zgAl85/huRpECOdIulqQAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(5, 5))\n", "plt.imshow(np.moveaxis(scaled_data, 0, -1)[:, :, :3])\n", "plt.axis(\"off\")\n", "plt.title(\"All bands\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`rasterio` has lots of advanced fucntionality for manipulating and plotting raster data if you find the need to. [Check out the documentation](https://rasterio.readthedocs.io/en/latest/index.html)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. Coordinate reference systems\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Generally speaking a coordinate reference system is how we project the 3D surface of the Earth onto a 2D shape for easy viewing\n", "\n", "![](img/projection.gif)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are [many different projections](https://en.wikipedia.org/wiki/List_of_map_projections) and they are typically identified by an [EPSG code](https://epsg.io/). No projection is perfect (it's impossible to perfectly flatten a 3d sphere) and each comprises on minimzing the distortion of shapes, distances, and areas of the Earth. At a basic level, all you need to know is that some projections are:\n", "- in angular units (degrees of latitude and longitude) and are good for locating places on Earth, for making global maps, and minimizing shape distortion. The most common is WGS 84 (\"[EPSG:4326](https://epsg.io/4326)\")\n", "- in linear units (e.g., meters) and are good for measuring distances. Most common is UTM which splits the Earth into different linear regions, the code for the region encompassing British Columbia is \"[EPSG:32610](https://epsg.io/32610)\"\n", "\n", "But many countries/regions use other specific projections which minimize distortion of that specific area. For example Statistics Canada uses the Lambert projection for Canada (\"[EPSG:3347](https://epsg.io/3347)\"). Much of the time, you will know or be told which projection to use based on your specific data/project.\n", "\n", "Let's take a quick look at some different projections for Canada now:" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Load data from geopandas\n", "canada = gpd.read_file(gpd.datasets.get_path('naturalearth_lowres')).query(\"name == 'Canada'\")\n", "\n", "# Plot\n", "fig, axs = plt.subplots(1, 3, figsize=(15, 12))\n", "crs_list = [(\"WGS 84\", \"EPSG:4326\"), (\"Lambert\", \"EPSG:3347\"), (\"UTM 10N\", \"EPSG:32610\")]\n", "for n, (name, epsg) in enumerate(crs_list):\n", " canada.to_crs(epsg).plot(ax=axs[n])\n", " axs[n].set_title(name)\n", "plt.tight_layout();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![](img/bye.png)" ] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:mds574]", "language": "python", "name": "conda-env-mds574-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.8" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": false, "sideBar": true, "skip_h1_title": true, "title_cell": "Lecture Outline", "title_sidebar": "Contents", "toc_cell": true, "toc_position": {}, "toc_section_display": true, "toc_window_display": false }, "toc-autonumbering": false, "toc-showcode": false, "toc-showmarkdowntxt": false, "toc-showtags": false }, "nbformat": 4, "nbformat_minor": 4 }