{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Vector data: Geopandas\n", "\n", "[Geopandas](https://geopandas.org/en/stable/) is the primary package we use for geographic vector data. It extends the data types used by `pandas` to allow spatial operations on geometric types (performed by the `shapely` package internally).\n", "\n", "We use one of the [administrative boundaries files](https://www.data.gv.at/katalog/dataset/verwaltungsgrenzen-vgd-stichtagsdaten-tirol#resources) (provided by the office of the government of Land Tirol in Austria under [CC BY 4.0 Deed license](https://creativecommons.org/licenses/by/4.0/)), more specifically we download [this file](https://nextcloud.bev.gv.at/nextcloud/index.php/s/iwTaNqjLcDqgf44) and unzip it into a sub-directory \"tirol\" within our data directory.\n", "\n", "We use the pathlib package to set the path to our data directory (where we store sample data) as a variable `data_dir`." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from pathlib import Path\n", "data_dir = Path(f'F:/OneDrive - uibk.ac.at/FE_WS2324/data')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Reading vector data\n", "\n", "Let's read one of the three Shapefiles contained in the directory into a `geopandas.GeoDataFrame`. Almost any vector-based spatial data format containing both geometry and attribute data (such as GeoJSON or Geopackage) is recognizesd by `geopandas.read_file()` and would work in the same way." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "import geopandas as gpd\n", "tirol = gpd.read_file(data_dir / \"tirol\" / \"Tirol_BEV_VGD_250_LAM.shp\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's see how the first two features (lines in the table) of the `tirol` GeoDataFrame look like." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ST_KZFLMERIDIANGKZBKZFA_NRBL_KZKG_NRKGPGPBFAGB_KZGBVA_NRVABLSTgeometry
0136336202317073370782785213UntertilliachUntertilliachLienzKitzbühel Lienz850Lienz85LienzTirolÖsterreichPOLYGON ((351284.617 315719.819, 351918.758 31...
119147234317071370782785204HollbruckKartitschLienzKitzbühel Lienz850Lienz85LienzTirolÖsterreichPOLYGON ((333260.458 316083.047, 333446.094 31...
\n", "
" ], "text/plain": [ " ST_KZ FL MERIDIAN GKZ BKZ FA_NR BL_KZ KG_NR KG \\\n", "0 1 36336202 31 70733 707 82 7 85213 Untertilliach \n", "1 1 9147234 31 70713 707 82 7 85204 Hollbruck \n", "\n", " PG PB FA GB_KZ GB VA_NR VA BL \\\n", "0 Untertilliach Lienz Kitzbühel Lienz 850 Lienz 85 Lienz Tirol \n", "1 Kartitsch Lienz Kitzbühel Lienz 850 Lienz 85 Lienz Tirol \n", "\n", " ST geometry \n", "0 Österreich POLYGON ((351284.617 315719.819, 351918.758 31... \n", "1 Österreich POLYGON ((333260.458 316083.047, 333446.094 31... " ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tirol.head(2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Simple maps\n", "\n", "In the table we have a number of attributes (with many of the abbreviated attribute names being difficult to interpret) and, importantly, we have a geometry column on the very right end of the table. Let's plot these geometries in a map and colorize the polygons by the \"PB\" attribute (the B stands probably for \"Bezirk\", which is a regional-level Austrian administrative unit (~district))." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tirol.plot(\"PB\", legend=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This simple plot allows us to quickly inspect the data and there are possibilities to improve it using `matplotlib` and other plotting packages. It shows coordinates as axis labels, but what is the coordinate reference system (CRS)?" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "EPSG:31287\n", "\n", " More detailed information on the CRS: \n", "\n" ] }, { "data": { "text/plain": [ "\n", "Name: MGI / Austria Lambert\n", "Axis Info [cartesian]:\n", "- X[north]: Northing (metre)\n", "- Y[east]: Easting (metre)\n", "Area of Use:\n", "- name: Austria.\n", "- bounds: (9.53, 46.4, 17.17, 49.02)\n", "Coordinate Operation:\n", "- name: Austria Lambert\n", "- method: Lambert Conic Conformal (2SP)\n", "Datum: Militar-Geographische Institut\n", "- Ellipsoid: Bessel 1841\n", "- Prime Meridian: Greenwich" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "print(tirol.crs)\n", "print(\"\\n More detailed information on the CRS: \\n\")\n", "tirol.crs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Geometric operations on vector data\n", "\n", "We can also use geopandas to compute the area of the polygons and store it in a new attibute column called \"area\"." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "tirol[\"area\"] = tirol.area/1000000 # Map units are metres (as shown in the CRS metadata), convert area from m² to km²" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Area of municipalities of Tirol [km²]')" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from matplotlib import pyplot as plt\n", "tirol.plot(\"area\", legend=True)\n", "plt.title('Area of municipalities of Tirol [km²]')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Subsets\n", "\n", "For a new GeoDataFrame called \"ibk\", let's select a subset of the \"tirol\" GeoDataFrame containing only the municipal area of the city of Innsbruck. We do this by a conditional expression on the municipality column (which is called \"PG\"). If you want to make a subset already during import of a vector dataset, look up the selection methods [here](https://geopandas.org/en/stable/docs/user_guide/io.html#reading-subsets-of-the-data)." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "ibk = tirol[tirol[\"PG\"] == \"Innsbruck\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Interactive maps\n", "\n", "To have get a better view of the data, including a web-based background layer and the possibilit to zoom and pan, we use Geopandas' built-in method `GeoDataFrame.explore()` to create an interactive Leaflet map. This works via the [Folium](https://python-visualization.github.io/folium/latest/) library internally, which has a number of built-in tilesets from OpenStreetMap, Mapbox, etc, and supports custom tilesets. Vector attributes are shown on mouse-over. Later in the course we will customize such maps a bit." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ibk.explore()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Re-projection\n", "\n", "Our data is in a national CRS, which is often incompatible with the rest of our data (acquired from global scale satellite data archives or by GNSS measurements in the field, for instance) which is typically in a different CRS. But don't worry, we can easily [re-project](https://geopandas.org/en/stable/getting_started/introduction.html#Projections) the geometries of our data to another CRS, thus making it compatible for joint visualization and analysis with other data such as satellite imagery. The easiest way to define a CRS is via an EPSG code (which can be looked up at https://epsg.io/)." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "EPSG:31287\n" ] }, { "data": { "text/plain": [ "\n", "Name: WGS 84 / UTM zone 32N\n", "Axis Info [cartesian]:\n", "- E[east]: Easting (metre)\n", "- N[north]: Northing (metre)\n", "Area of Use:\n", "- name: Between 6°E and 12°E, northern hemisphere between equator and 84°N, onshore and offshore. Algeria. Austria. Cameroon. Denmark. Equatorial Guinea. France. Gabon. Germany. Italy. Libya. Liechtenstein. Monaco. Netherlands. Niger. Nigeria. Norway. Sao Tome and Principe. Svalbard. Sweden. Switzerland. Tunisia. Vatican City State.\n", "- bounds: (6.0, 0.0, 12.0, 84.0)\n", "Coordinate Operation:\n", "- name: UTM zone 32N\n", "- method: Transverse Mercator\n", "Datum: World Geodetic System 1984 ensemble\n", "- Ellipsoid: WGS 84\n", "- Prime Meridian: Greenwich" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "print(ibk.crs) # Show only the EPSG code\n", "ibk_utm = ibk.to_crs(\"EPSG:32632\") # Re-project to EPSG:32632\n", "ibk_utm.crs # Show CRS information after re-projection" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Writing vector data\n", "\n", "To write a GeoDataFrame back to file use `GeoDataFrame.to_file()`. The default file format is Shapefile, but you can specify your own with the driver keyword." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "ibk_utm.to_file(data_dir / \"tirol\" / \"innsbruck.gpkg\", driver='GPKG')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Dissolve polygons\n", "\n", "If we want to do an analysis at a coarser level, e.g., for districts, the municipality polygons can be dissolved by the district column ('PB') and geopandas can, e.g., sum up the area of all municipalities in a district (more aggregation options are available, such as mean, minimum or maximum, ...; see the [documentation](https://geopandas.org/en/stable/docs/user_guide/aggregation_with_dissolve.html))." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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geometryarea
PB
ImstPOLYGON ((206586.407 334773.410, 206168.211 33...1723.983146
Innsbruck-LandPOLYGON ((240943.882 343263.997, 240591.673 34...1989.285665
Innsbruck-StadtPOLYGON ((255095.061 372623.401, 255169.732 37...104.712177
KitzbühelPOLYGON ((315095.968 396867.394, 315132.915 39...1161.741353
KufsteinPOLYGON ((299074.104 381374.166, 298682.327 38...969.229330
LandeckPOLYGON ((193058.209 332835.454, 192867.887 33...1594.594778
LienzPOLYGON ((339653.906 307289.062, 339367.216 30...2019.128342
ReutteMULTIPOLYGON (((181326.148 373897.774, 180786....1235.533926
SchwazPOLYGON ((288645.345 346813.812, 288430.744 34...1841.607396
\n", "
" ], "text/plain": [ " geometry \\\n", "PB \n", "Imst POLYGON ((206586.407 334773.410, 206168.211 33... \n", "Innsbruck-Land POLYGON ((240943.882 343263.997, 240591.673 34... \n", "Innsbruck-Stadt POLYGON ((255095.061 372623.401, 255169.732 37... \n", "Kitzbühel POLYGON ((315095.968 396867.394, 315132.915 39... \n", "Kufstein POLYGON ((299074.104 381374.166, 298682.327 38... \n", "Landeck POLYGON ((193058.209 332835.454, 192867.887 33... \n", "Lienz POLYGON ((339653.906 307289.062, 339367.216 30... \n", "Reutte MULTIPOLYGON (((181326.148 373897.774, 180786.... \n", "Schwaz POLYGON ((288645.345 346813.812, 288430.744 34... \n", "\n", " area \n", "PB \n", "Imst 1723.983146 \n", "Innsbruck-Land 1989.285665 \n", "Innsbruck-Stadt 104.712177 \n", "Kitzbühel 1161.741353 \n", "Kufstein 969.229330 \n", "Landeck 1594.594778 \n", "Lienz 2019.128342 \n", "Reutte 1235.533926 \n", "Schwaz 1841.607396 " ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Dissolve by districts ('PB' attribute) and sum up the area of their municipalities\n", "districts = tirol.dissolve(by='PB', aggfunc={'area': 'sum'})\n", "districts # Show the GeoDataFrame" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Customize maps\n", "\n", "Plot the district polygons and customize the map a bit (scalebar, colormap, ...), now using `matplotlib`'s object-oriented interface where the plot of the districts is an axes object. Adding a scalebar is easy with the [matplotlib-scalebar](https://github.com/ppinard/matplotlib-scalebar) package, if we are using a projected coordinate system with meters as units: Just set `dx = 1`. With the `contextily` pacakge we can add a basemap from an xyz tiles provider to the axes object." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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EJ/Cxj30MpdRsufe9732cccYZPOEJT+AJT3gCD37wg/mLv/iL7/BI3TvUGZ+a7ynOPvts3vGOd/DiF7+YZz/72bOa8dHw27/92/zCL/zCEc/9yZ/8CX/5l385yw5NJhN++Id/mP379/OKV7yCBz/4wVxzzTX8zu/8Dv/zP//Dxz72sTsV3b3uda/jFa94Bc985jN53etex9bWFpdccglnn302n/vc5zjllFP40z/9U/76r/+a17zmNbz73e/m/ve//51mLP71X/+Vpz71qZx99tm8//3vp6oq3vjGN95hbfxbeeMb38gll1zCK1/5Sn7oh36Ioij46le/OrvYPv/5z2d7e5u3vOUt/O3f/u0sBX3bbNnVV1/Ntddeyytf+Ur27t1LHMd3uK3hcMgP/uAPctNNN/Hyl7+cs846i9FoxCc/+UkOHjzIox71KK644grOP/98fu7nfm6mCTj82S+88EKuvvpqXvva13LqqafS6/W4+uqr2drausvPeUesra3x7Gc/m4suuohXvepVfOhDH+Liiy9m586dPOc5z/mO1nm0PP3pT+enfuqn+IVf+AXG4zHGGJ72tKfxr//6r1x88cU85jGP4Utf+hKvetWruOqqq7jqqqvuFZFpzf9NjkWp65xzzsHcxZyMF77whbzwhS+8w9d2797NlVdeeZfbmZ+f5y//8i/v1r59t6kDn5rvKV7/+tfz1a9+lbe85S285S1vwXVdHv7wh/PkJz+ZX/7lX6bRaHzb997vfvc7Qo/xgQ98gPe973284hWv4Cd+4icA+KM/+iO+9KUv8dnPfpaHPexhADzucY/jhBNO4BnPeAZXXHHFtzX16vV6/O7v/i5PfOIT+au/+qvZ8+eccw6nnHIKl1xyCe973/t44AMfONuP008/fbadb8dv/dZvsbKywkc/+tFZ18R5553HSSeddJfH6z/+4z8444wzjshonXfeebN/79q1a5a2PvPMM+9wnevr63zlK1/h1FNPvdNtvfnNb+aaa67hox/9KI9//ONnz9+2xfWhD33obLvfWib6j//4D57//Ocf0Qny1Kc+9S4/47dja2uLf/qnf5qVEh//+MfziU98gr/6q7/6rgc+z33uc2eZMYCPfOQjfOQjH+GNb3zjLMN27rnnsnv3bn7yJ3+S9773vUd87pqammPHcVnquqsZJUeDMYY3velNnHrqqfi+z+7du7n00kvv/Z09zlhYWOBTn/oUn/vc53j961/PU5/6VL72ta9x8cUXc8YZZ7C5uXlU67nyyiu58MIL+emf/mle+9rXzp7/h3/4B04//XQe8pCHUJbl7HHeeecdUQK6I6666iqSJLld+Wf37t38v//3//jXf/3Xu/15x+Mxn/vc53j6059+RKtos9nkyU9+8l2+/xGPeAT//d//zYte9CI+8pGPMBgM7vY+PPjBD77LoAfgn//5nzn11FOPCHruDo94xCO47LLLeM1rXsNnPvMZiqL4jtZzmNXV1dvppx784Adz880336P1Hg3fatv/8Y9/HOB2340f//EfJ47j7+i7UXP8YH187vmj5ug4LgOfu5pRcjT86q/+Ku94xzt405vexFe/+lUuv/zye1XEerzzsIc9jJe//OV84AMf4MCBA/zar/0aN9100+0EznfENddcw9Oe9jQe85jH8M53vvOI1w4dOsSXvvQlXNc94tFsNjHG3Glgdbgkc0fdRTt37vyOSjbdbhet9R1avn87G/jbcvHFF/OmN72Jz3zmM1xwwQUsLCzwuMc9js9//vNHvQ9H2y21sbFxhDD47vI3f/M3PPe5z+Ud73gHZ599NvPz8zznOc/5jo3MFhYWbvec7/skSfId7+PR8q3HbGtrC8dxblfSFEKwurr6HZfzao4PjsWQ0uOZ47LUdVczSvI855WvfCXve9/76PV6nH766bzhDW+YCWmvvfZa3vrWt/LlL3/5mCrTjxdc1+VVr3oVf/AHf8CXv/zlO112//79nH/++ezZs4cPfvCDt9MHLS4uEoYh73rXu+7w/YuLi9923YcvtAcPHrzdawcOHLjT93475ubmEELc4cX/aAICx3F46Utfyktf+lJ6vR4f+9jHeMUrXsF5553Hvn37jqrb6GiNxJaWlti/f/9RLXtHLC4u8uY3v5k3v/nN3HLLLfz93/89v/mbv8n6+jpXXHHFd7zeY8G3HrOFhQXKsmRjY+OI4McYw9raGg9/+MPv612s+V/E93I7+/9FjsuMz13xMz/zM/zHf/wH73//+/nSl77Ej//4j3P++efPTJkuv/xyTj75ZP7hH/6BvXv3ctJJJ81EpDX3jDsKKoBZ19TOnTu/7Xv7/T4XXHABQgj+6Z/+6Q49aJ70pCdx/fXXs7CwwMMe9rDbPe5MV3P22WcThuHthHr79+/n4x//OI973OOO4hMeSRzHPOIRj+Bv//ZvSdN09vxwOOTyyy+/W+vqdDo84xnP4Jd+6ZfY3t6edUEdFtXe00zIBRdcwNe+9rVZWeeOONpt7dmzh1/+5V/m3HPP5eqrr75H+/W9wOHf/bd+Nz74wQ8yHo+/o+9GTU3Nd4fjMuNzZ1x//fX89V//Nfv3759dZF/2spdxxRVX8O53v5tLL72UG264gZtvvpkPfOADvPe976WqKn7t136NZzzjGXd6Uai5a8477zx27drFk5/8ZO5///ujteaLX/wiv/d7v0ej0eBXf/VXv+17n/WsZ/GVr3yFt7/97ezbt499+/bNXjvs3/KSl7yED37wg/zQD/0Qv/Zrv8aDH/xgtNbccsst/Mu//AsXXXTREQP1bkun0+G3f/u3ecUrXsFznvMcnvnMZ7K1tcWrX/1qgiDgVa961Xf0mX/3d3+X888/n3PPPZeLLrqIqqp4wxveQBzHdxlMP/nJT54JqJeWlrj55pt585vfzIknnsgpp5wCwBlnnAHAH/7hH/Lc5z4X13U57bTT7rah4kte8hL+5m/+hqc+9an85m/+Jo94xCNIkoQrr7ySJz3pSTz2sY+l2Wxy4okn8uEPf5jHPe5xzM/Ps7i4yNzcHI997GN51rOexf3vf3+azSaf+9znuOKKK243/+d/I+eeey7nnXceL3/5yxkMBjz60Y+edXWdeeaZXHjhhcd6F2u+h6kzPvctdeDzLVx99dUYY24n9syybFbq0FqTZRnvfe97Z8sddre87rrr6vLXPeCVr3wlH/7wh/mDP/gDDh48SJZl7Nixg8c//vFcfPHFPOABD/i2773mmmvQWt+htfrhQX1xHPOpT32K17/+9bz97W/nxhtvJAxD9uzZw+Mf//i77KS6+OKLWV5e5o/+6I/4m7/5G8Iw5JxzzuHSSy+dBRp3l3PPPZe/+7u/45WvfCU/+ZM/yerqKi960YtIkuSIzqE74rGPfSwf/OAHecc73sFgMGB1dZVzzz2X3/7t356V+c455xwuvvhi3vOe9/Dnf/7naK35t3/7t7vtrNxsNvn3f/93LrnkEt7+9rfz6le/mrm5OR7+8Icf0fL6zne+k1//9V/nKU95ClmW8dznPpe3ve1tnHXWWfzFX/wFN910E0VRsGfPHl7+8pfzG7/xG3f7mH2vcbhJ4pJLLuHd7343r33ta1lcXOTCCy/k0ksvrVvZa+6Ue0OcXIubjx5h7qqR//84Qgg+9KEP8bSnPQ2wAsxnP/vZXHPNNUeYMAE0Gg1WV1d51atexaWXXnpEV0qSJERRxL/8y79w7rnn3pcfoaampqbmfyGDwYB2u82n/v6nacTePVrXaJzzmKf8Jf1+/26PmjneqDM+38KZZ55JVVWsr6/zmMc85g6XefSjH01Zllx//fUzv5avfe1rAJx44on32b7W1NTU1Pzvpy513bccl4HPnc0oOfXUU3n2s5/Nc57zHH7v936PM888k83NTT7+8Y9zxhln8MQnPpHHP/7x/MAP/AA/+7M/y5vf/Ga01vzSL/0S55577lH5odTU1NTU1BymLnXdtxyXXV13NaPk3e9+N895znO46KKLOO2003jKU57CZz/7WXbv3g3YmVGXX345i4uL/NAP/RA/8iM/wgMe8ADe//73H7PPVFNTU1NTU3PXHPcan5qampqammPBYY3PJz70nHtF43POj7631vgcBcdlqaumpqampuZ7hVrjc99yXJa6ampqampqao5PjquMj9aaAwcO0Gw2j9qmv6ampqbm+MMYw3A4ZOfOnUj53c0R6Onjnq6j5ug4rgKfAwcOzATKNTU1NTV3ze7du7+jOXT/29nc3Jw5wN+T4bxHxb1Q6qIudR01x1Xgc9ii//93+eXc/wE7UVKQ5Ql5nuL4LVxh6I826bQWySsIHJc8H7JxaB9lJphbWqbTnEdLjTE2vjYGBsMuSTHBc3xCP8JRDgiJ1hVZluL5MeiKRtRACokUCm00lS4xGAQCrTVSSoSA3rALyqcTxkgpkUi+/F/7idqCxR0NAi/AVS4GGCUj+qMthBQstFdQ0qEoc6SUVFXBwY19SCmZay3SiNo40rr5ajQYgzaGSpdorVHKwWhNlicIIRmnA8qyJGQRxwfhGoTj40uBHhpanRZalCSVXR4BvvQQCHJdUJQ5eZ4wKUomk220LonDFnPNJfIyw3EcIi9mko25Ze0bhH7ECct7KXUJGISQ+MpHIMh0jjEVWmt6mebWzNBwFJ6QiGrCrnYbJSUSQWFKHOPgKJc8SynI6Y426fY3yKscz/EJ3JBKlwRBTJFnaFPiexGeG7DUWsGVHpWokMJhmCd0R9u4yq4zLUuaQUjounjSoTQl43REf7iN6/pEboMgCFFKYgxoXXFo+wBbg0MAzLV34DoupipJi4xWYxGKMUmZMZwMyEVIURk8MubjOdpBi3HRZf2WEt9tsHxyE1NlhF6A7wWUFWwON1luLZDlCYEXMUwGlGUOGHYtnYw2hv0b17PYXkUKgdEGISVJntCO5ql0Tn/Sp5emNBxJmk+IvIidS3vZf+gG1vu3IgBfhUhXIYVikg4RQmKMpqhyVuZ2YYxBY2jFbVzlkWRjHMdlNB6SFmNW5nbhKJeiLAk8H4OhKAs2hkPm49D+PQiJFBLXCVBAXmZM8jFKOUR+zGAyQAtJmSXEYYxUCoEhy1OKosBxFINJD6bH3vMihIA4aNAImrO/XSkEINDGMMkzKlwMgo2tG0izPmVRMuk5nLBwAntPXqbUORvDAa7fYcG3+5hlKXmV4vgxjvTIs5TuZAsErMydAAIqXYIRCASlKZlMRgAUOiPJM5JJn0IXuNLlhMWTmGsuU1KR5ROu3/9lyqpkdXEPaTpGSoVSijRL6I+3wdguU98N7Tmu0Wa+sUTsx0ghAcWoKomU3d+17q1sDdYYTwYYvtnX4roBvhsxSQdUupzN+Y6CBk98zLNR6ri6VABQVRV79+6926NdvhNqjc99y3H1bT5c3jrl1B20Ww2qqiSvxhhZIWQOgKag2WiA8PGUICtcjExwHZcq9RhsDtmxdwdC2VRonqeUJkTmhjhoEocNRpMBUhhA0m4t47oeeWkQVPheBKZCCjnbH4PBwaEyJY7yiBpNxumYTtRGCgUSOvNDwobDwnwDR7k4ykUiaTQbLC4sMBz3iMIIzw2pqgIhJWWZM0g2icMWrcY8ruOiKo9kUlGWOVWpEYDjukShItcZG/01Cl2w1Fmh5cxTZRLPdTAqZaG1ylhrPEfgxwrlOBipcbVDVmQYo4nCGGMqYtGgrAryMqPsHaI7GiGFoNlq0G43kXIOAFe6OLkiGHgUVYIWBc1mAwAlHUInpjIlbjFBG3tRTIdDTmtGLIQ2UCsrH9fxcB0PbSo8bY+vIz28yGGzv8akGOCGHg23SZonFORoSpJSg9BIqahkQbO9k0qBcCRCSqSU6Dyh0wyZa85TGUNRaULXwVUegQrIqowwDpmfW0BKSZ5lbA83WOisoKRiOO7RabcpSSirgrlWE60rlAopBwle6NFsRWwNNxGOwRiB9lrofMzq3DJz8QJfuraL0D4nnOyTmwG+iMmrhHQypNlYpNNqMin6eK6P60lUJWi1Flho2knhk2xEEHpEjQaB47E9XGehvYP+aIteska7uYgjG8QmZWVuB5NsYIO8agiuZveOk9CmwpUezbiD7wYUVcF6dz+lLmk1OjTDDkIohpMeCGiEDebVwjQAGtnvrHRIsjFV0ieMQ4qyoJ/3aDYdjCiJowZpluK5LsrxaQUx47TPvDNPb7zN9nANhEQpn1anheu4gKYs8tkFyhhNuz2H5/pkRcJo3CfJJ5SkOH6bZrhgg5HpOaEymkiXGAOjZMimzPADl7nOPFkgIHdoNOdwXRcZbNMrDPgeDc/HK3P64y2SfMg4HdGIWuw+4SS0rvDdkKLM0EYS+0200WRlSqEnbPbWyMsMKSRhHOBpFyUVYTOk0WqgjWZ7mKA8wXJrF0opkqJirr2IQTMpejSbDQIvIvBCXMdnnA5Znd/JXGMRR9ogzmiNrEpCCbdu3cz2+ABalIRxQOhFFFVBWRU0wjZCSKLIJc1TKl3QCJuEfuu4DHoAlFIsLi7Wsoj/gxyX32hHAcZQViWbvTXSbIJSDlIIGlGHNJvg+B7KGJRU+F4H3wuYZClbGxtECz6tdnt6t2voDjYoypxuf52luZ00ojZVVRAGMZXWGGNwJFQa8nyMoxyMsDXjw3fMoEmLlMAFgcCgKHRBpQsmWUKRFywEDUIvnppdGYbpAKUcBpMuVVkghcKRDhIoTWUzJq5Pmk+Yk4skw4IyL2h2QkLHx2iDKzx0JRmMBmSFwTcdimzEaJATu03mWg2cwDDqakbDFKcZEDk+rqvIq4yyKPG8wGawynKaPaowwjDORhzcuIXBpAsYlPIYjLu4jk8r7uAoH2MMQgha8RyHtvczSUdEYYyUCgxUpiQrM3qjLmWREXgR3e39LC+fQlUZQOA6PpUucYw91mVVoqRCScMkG7HZO4RGIZUi1wLlRijHpygSe2drNCBABYzTEVk+oRV3aIUxQvq0oiaO406DVYNEkpcFUioyXSKEInQjyqpAYwgDhwUjwMBw3CMvUgwQ+TH9cRetSzw3YKN3kDSbILBZ6oXWEoNJnzxLUMpQ+T7NqMWgn1KOQnbfT2FUTpVrHHx0WZFTUFY5C61lDmxcz3CS0IhazDUWKaqC3niL7f46xmgcx6PIJyw2l3CVR2UqwqCB47jk2jApDJ5R6Mpm/4ZJjzRLkFIReBHz7WUc4YAx+H6I1prQizi4fQuBG+EoFyUUcdBEGIi9BlI4OI6LEIK8zFBSEUcthISD2/sJ/SYYja88PC/AaENVFRjXR0mBrgqSdETYDAm8iDCIcZULwiHJJyR5ShzEeF6IqzzKqiT0AsqqJM3HKOkw11qiWRVkecJG9xAKh1bUodAFpS7AVCihMAIaYcyOxd1oo1md30M6Kfjqlw+QpiVhEBO5PlujLbTvU1UVCIFB0h91SfMJncY8QggMhrzMMLpCKkVVFYyTIVoYmwktMxzp4LkB7ca8zdKNu5RlgQGkUIReiO+G9nuWJ2hdUVQF42SA5wS0m/MMxj2acYfAjxinQ5J8QlzlVu8hHEpdkOdj9m3dxGDcnQV8AI7jIZWDTjV5keF7ASvzu0jyCYe29hF402Nd813HcC8YGN4re3J8cFwGPq5UCCBJR+R5ai+ajsvy/AkEXkRvuA2jPsIJmWt2iEPridBoOSysLrJ28waTVknU8cmqEdX0pGowbPQO4roejbCF74YIIUjzFGMMBk1e5BRS2hO49NBoKm1QUuIqH8dxqXRFFDSYVCVa5wgBVaUpTUVeaQbJ0JZKDAgDVVUS+BGRF6OkwzCbIJWyQYCuGE2GrG9s4FQtFlYauL6ywYmsQGl836XpBcTGw1QRw7FHXmQ0mj5h4DKeZBh8Kk/ScByUkGimpTGgMgXjyYCizJl3VijKkoKCyG8w116iETYRUhKHTcbJcJqdaiCEpDJQFDmNuMNg3CWOGgghkEJSlhVZ0WecjOgONxhN+jjKpRnPI0xBnoN0HLJ8gu+FIARVVaG1zWjlecZo0idJbWlhrrNCM1rAUR7jdIBszGF0gVIepa5wHJfA9dC6hatc9LQkUuqCKq9Q0h63SldoHJQsKHSGlIrYj/FVQFqlVFqjUzBuCUIw115B65Ku0cyrZXwvQkmFmBYUdDmhlBFpnuIql6WlHRhhrVyTScrXvrbO4o4W7cUmqhIYc4hK5MxFCwTBCUzyzB7foMX2YI00n6DciLxMybMxcdgk8CKKMicKmhRVztbwEJ7rkRX2u4lwcKVCRTFaFLTDOVzlcag4QLsxz46FPTjKtUG6sI0CWpf4XmiDQumgjQEqAjfE90IEgkpXpNmYqsrx3AjX9cmKlH4ywfPbNMMIQWXXawxFZdfpuyFCG0ZFH200o3QIQtCK25Rliev4RH6AAHIjKIuJLVkrl0lWoo0hL3J8T6KLnMAPkdKW8Db6B3EcW27TlEReCMIBKpSy5abKGFyhyN0U5VbcfP064RkuruPjuS5JkRJJj0Jre5zLFDAUlZ3fpytNUkxwHXsDVVAgHQd0haMc5ptLpLkNUqVUeF5AUEUkWcKkzImUQ5JNUFIxmvTxveiI3yEYjAFXOWij6Q03KcucLE9sMCfAdRwKrdnq7Wd7sD47/ynl0gzbjNMhRZnjOR6NqEnoN2hGbZR0SOJ55ltLlFV1xLnz/3r241jZ2tWlrvuW4zLw0RgE9o9YTLM87XiOSldsdA9QlCXNqE1RFVQoDBJHSSZpnyouCL0YUQg29m3RnI9ZaK9yYPMmKl1RlDnDcR8QNniIO3iuZy+WWlPJEs/zUVJhMEgh8R3flmaUi9YV2pSEykdrzTCd4JQGaQRlUuEKiaskg3GXueYSruOz3Nlp6/VCoI3VCpVlQVUZIm8Zqph0ktFspwgVTy90Aom9WKVlgjFWtySVJCkGrG3tpz9pcb9dD8RXCtESVMIg0fbCqhzAUOiCNE8Am/0aJX0qXTKaDJhrLdo7/PYySiqklDZjNf1fURaIqdIgcAOWOjuR2IAtScckWUIYxrjTshIIKq1pRC18BZ4TWC2TVHhuAMauazgesNk7gO+FVFqDcJhvznHyjgfguvZYp+USla5I0i5K2XJUkU/ITEUjalNWFWVVkhcZ42RAVVk91nxrieFkhOs18ByHJB3SCFtUBhxH4YuARI8xgUYIwWQwxFUBlS6Zay3hOQFlWZDlKUIodi6eRCNqEfoxcZWTlQUSD02BVJLRcEKajXGDgEIomnFEuxGTVznGlAzGXTQQBy2a8SLjtE+SjdnZWuHG7X14jkc7nqfUJUWZo01lsxBSkmRj4rBFXowwGJbjBnnlk1c5WgjisMEu5374yk4Wr6oSYyqEdKbaMwchJb4TkKQjKte3vxPX6sukVDjKIS9TKmwA6WiH9cEW46RPJ+rQG26ilEIKaTMiuiTwY1zpIIzC6BwpJN3BBlI5KOXQCBsMkz5pNiYOWhRIpM5pRE0wzEozgRuQFRlJPsZ1XIqyYDDu4SiPA9u30IrmiIMGpdFIbGBrTEVR5YCkklCVKSbcprsVcfAgNDsheT7CIabybNZJSYediydRVgXzLVtaTLIxruvj+yEYQ2+wSeBHZHnCcNLHGIPv+ZRlAUgObe1jnA6Jww6TSY9SSrb7hyirkoX2Cq14DoymqErWu7fiOh7DSQ8pFMPJDTajpzyaYQdPeBgN0kBZZJRVOv1stgxoszj2HCiFpBXPEXgRURgDhiQbkmRjusMtq92rqfk/xvEZ+GjD9nCLzd4acdhidXEPSTqhP9okK0swmlKX+I6koQRUBiE1B9a/wTgdIqVieX43OzonMCmGbPRvpdLfvDPqDTfpDjdphE1O9EJc16coMpRyiMOmvQBpgxAVVVnhOT7V9IRUGntRVIHLJJ2gE01lNHHTJ01zW57wAnxH4SiFMeX05GRFymoqOj2wcQBRBbTCFlHg47ZCKm0zM1HQwBhbUtBofC/AVwFG2nRrM5pHSA/XcSgNKFdSFSWOlDZ9Xxob5E3vLLf7G8w3l3GUg+f6JOmY0LfbUNKdpuhLhBB4joMjHZR0OLR9K6EXopSLQBJHLaRyqKoSEHSa8wgpSbXGc32klCy0l2k35iiKDI2m0OAibHYkG3Ooe4DecJtKl8RBE11lgM0YbPQOsLqwG6V8Qsel0pJUSAajLmVV4jpWmF1Umu5gk/nmHPs3bwHAc0N78QGE4xGGLXzXw1OOFZwKCZUkS8dUZYWjFI7rMd9aRkmH/niI53ooKRiXOaUQrC7uJg5sqUebCm00rlK4nkCKEI1Ga0FnoUFpUky2jfQ9HCeg1CWTNGecbyMIKKqcEoFQHovtFXxls47NqIPvhcTT3804GTKcDJBCME5H+J4tUYHClQYPl0R6yKnoV5cplYFElARuiJIOVVlgpNVAZdmYJB8zGG8jsCLZpc5OCpFTViXzrRViv0leZoAgKwsiLyJyV0nzMVpXNMMWSrnTi3mfRtAi9CLSIscIRZanaF0x7o+RrmI07tEdblDpipX5E0A4eH5kg3kpcaXNQI3TIWtb+xglfbY8m30tqwKE4MDGzXT9TQIvAATGGBbaK0R+SJpPGEz6YKCscoRbMrfsceCWMSd7ikbYxugCbQye6+O5HrrSSCFRjkuepwghCLwAJSRpMUEIQX+0RZanVufVXEJKyWgyIFCKNK+QCAI/piwzNgfrTNIxruvhOR6OcmgEzWkmK2VrcAglXZpRm+3hOnoqMN/cPsR2f4MgiFmcO4FKFyRZRqU1cdBkob1Cko0pp6X4PM8oypxRMqBVdjBGM0z6+F5Id7hB5B8p7K2N/r871LO67luOy8CnrHKSckxeZrSay/RLD+m6LM+H7Fu/BSMgzcZ4jkte5ighKbKCUpf2BK1ctvsHcRd8VNjAz5ooqaiqkspoe2dWFmRFRlakpPmQsprgOhFSzKGkiyMdBBIhy2kJLEMbn8iL8RwPJR3awTypVxC7AY14wnVfuZXRKCVuekipKKscbTSeE84+W1okIBRpOSF0IWzO0WrMobVmq3/IlsAw9EZbCAyO8pBC4U67pwpdoR2PKJ6f3hkKtBaErv2qVFVBVqXoSuJIQRQ0aTcWUErRCDoUOmc7s90nQdBACYnRmrRIEAiEkeRFRuBJGmGLSTqi4fooKcm1ZC0x7I5DlLDi5jSf0Btt0xtu4fkNWvE8elpCcZVDNhkgvBAhBVmeURQ5ZZXTiudpxfPkZUZRFTiuR3/SZdfSyVYzUSQURY4jXeabK4ySPkVpy4q9/hqD0RbS2IzPXHMJBDjKoSxLyjJH6GIqDhco6SCFwqCpqNgerdPpLKGkIvCjmeZICBtMBF6AEBKBxHc8RkmftEhphG3AIKRAIm32Qioip8PqXBNNwaRIyauc2Itx4zmU56JR5EVuS6raIKfHrRXPIZVDUWTkRYrrWE3VuMhQjo8UiqqqcD1bBiqrEikkw3EPN14EMqSrKEyBKA1GFBg9ZtTv0R2v4/qhzWAkPduhZQRZXuCqLRxXIIUgzRv2eJcJgRuRa0McxFSVQ3+0hcEQBU1KXRDIiNCPEUi01jhCUEmPuXARmjB2h+zfvJFkMp51Zm3315HSIYzm8ByPyAspTIEvJFmegBAsze1go3uQsipQUpEXGTazMSbNxghpOzCLMsNgqCr7dx55Pp5yWVrYiZQ++9KUzfWK+V0GLQyOslmv7d4hPNe3nZDZGI3Bk4rBuIerXLIiJfIb2IwlFNp24ilTEIcNsiLFdwKk9Oz3pZgwTodUVUUzbtOI2qS5DZ6MtsFWM2ojkDSiNlIqhlP9TklBmRV4ns8oGaKNoawK25HnBcw1F2g15ql0SZZPbHZa2AaLRtgmClrMNSu2+utWw1Rzn1CXuu5bjsvAp6pKXOVw4uopuH6DXl4ROpKW12F1fowUDkJIDm3tx1EegRuT5GMkcipebnFw/SYG/S2UTmnOdaiqBmk2spkDL8QYjS4StnvraJMx127hui4GTeAEOMKdpZ6zIiXJJ7YTS1cIsAGNhqyqKFSJ7ynC2GVzbYjvzZEkGX7k4LkeQjAN921AUJY5nuOyurgTR3lT4aYhjpporRFS4DouWZYQ+h5ZkRBMxaqTosIRhqpMwZQgFb4b4jkhhbalqYmuGEy2ifyIvEg5tH0rneYSoR8hhD1GST5CaIOjHFKdoKTCdT0wBik9jDG4jkc0PfG7QQtPGVqeQOuMaiqwLcsCjCH0Y3Yv78V1fEZJH88NqIDtwTq7l0+mqko0sHPpZKSQ7Fo+mfnmMkk+ZpT0SLOUVtCeZZeyPGWcDFias8eoEbbY7K+xf/2GqRhbzC6cQgibyZrqZapkxGi8jZqVi9osd3YA0G7ME/kxFZqiShECQi+0GiKlkCjiIGKUJ2BsiScO2hRlTlHlKOFgjCA3ORiN0QmTsUbJBXzXJ68qHCkpq4LuaIuiLFCuTzOaQysf6ThUCHSZU1YFTT9CIemONhkxQBhBkg4ZFdu0XYd2Yx4lHSbZCCUdPC+gKlMmWUIceDiOwpMBkzyjqCrybMTBwT56oy0OyymlkGRFSujFOMJjkgwhLwm8JgbYHm5ihGTfRDPv+8xLgyMVJ66eyigdMM4GjJIBw3GPwI9xpEPghQR+jHICwjgmKxOELyhMNgt6gGkmKZvqj5aY5CmuwOpWwhZFVbDZW6PSFWJqVH9Y4Os6Lo6y2ceiKmwAKxXDvEcr6gCGdtTGVxLhNti5J+LG67Zxegqv7SOMQCpb3gMoq4rN4SZLnVUi34rdk8xmtaRUaBOw3ss4tD1hqS253wkxAk0cuGR5iqkq8iJjfWs/Uirmmkt4rkd/tEVe5BgDW/216XonaF0xnFgNlJKKxbkdNKMO26MtSm2QKgCdEgctkmyEFIrBpEsrnkcIh1GZsz1YR0kHpaS9CYns34jvhkzkEKgvpjX/9zguA5+y0ix2lvFcH4xhObAeF5gKJV1cL0AYKHXJZu8gu5ZOwXVcXNebCqITK3zNrTzV6IzRuMco6dv1pAM8N0A5AXmeEXourmpjtO2ySEWKq2wLdSkKKl3iOwGeCih1gZQOZVXgewqVODiOh6Jk5655rr9unWxSsXJCE0+5NsWObbuujMZ1XDzXZ3Vhl80cOS6FLtAIklJTpn3SzCXNJ+SFzYaMEpvWbzY6SFOR5imh59ljUBUUykEahzRPMGh8P6AjJa7y2OgdJMnGNOOOLY0YbTu8Ko3j233JTY6prBjTXqAMWZHiSGXvlKWyQZByiZ2CrCzRjjv9XRXkVUUr7qCBUZ5S6oqygryCXSv3ox3NoYRD4o/RWrM8v4t2vIBSDq7jcuLqKWz0N3CckN64h+949MdblFWF1iVpWVAZTZKNaURthBBkRUIjalOUBY5j9UxCwHDcZzjaogoXmG91cKuCdjw3zZzZO2cprfg3LzI8N7Bda2GbSmuE0IBBYUudg0mC7wa0G8sYbHdRZWypDwRIiTEFaT4mciIcJUmzCb3hJq7rE8dtm3XJElw3QgqHqtLMR3MkxYSyKrnh0NetFkhrDJqysuXRLGqxf/0GludOoBG2iIImCkkzapNXORUKZWzA6pmKg1s3cWh731TT9c28ujVugHE6QAmPpJBUuqTTEDjLDkHQ5j/Xt+iWBWcve3hOSKkLJsmQUdJns79Glk9sZ+Rwc6oHU7Qbc7TjJVIvIvJCWtEcO5dOYpwO2e4fmonPAy9i59IeXM8lzQurpzMGKRWhH7FjcTeVLjmwcTNJNgZs11TkNwj8iE5zkcFom/54m6XWAlmRkJUZOxdPJHA8HClQToRQOUurDdbXenRCl77p0wpL5lrLHBqsMxpvQVVAVVBUOUWRM06GAGz2NrjlUM43bt5kNJkwmAtpxiexayliMO4yTke04kW6g01c5dJuzGOMIc1TmlGbfm+N7nDTeuxMBcbt5jx5nqKkPY1HgW1vn2+6uEoCgs3eJmVV4DrB7CZgo3uQwI8YjHuz9ZnKEAYxaZ6w3V8nSYfEQZNm3PnunoxrgGlX172wjpqj47gMfApjKLSgKkpcaTsjtgeb9IYbjJIhu1e+D1e5dBoLTNIRXhASioj+aIutwTon7jiFVtxm3M8oRiW93pCsSlDSwZ9mBpJ0AAwJwzmk9NnqrduSlDDEUcsGRtIKmuW07JHmCUoI4rBl9TRFThS4jPKUUAracczqzjbbWyOa7RDlKJRxcYREC43AUFYVnuPRHWxgtCEIQpvhcnxcU6K8gM3eIVvma8yjq4pJOmJtaz9pnljBpNMgc23pphl1AMFg0pt1NbmeD0ZQlgVRNE8ctqyQ2JTTu2qbXjdGz7qTHOXc5kIgqKpi2kGi8JSg0iWe8mwZ0AkpK1tSSrIJjdYJhEqTZCP7fuFgwpiWMviONcHTTAMuXdGO5pFS0h9vEflNmmGHwLMdM/u2D6B0zu7lkwi9mLIqcByXZDIg8lsstndg0Hx935eoKps92+odwnMDijInK2yg0gp9uqMtYjfAUY4VrlMROwGV0VTGYIyZds24SKlwpUOhc2uq57hgwFQaIUEKa2VZlZW9EAlDVVUM+xOUpyh1TqVdpONihEFIhzheREqXsshxBChyjNQoUVKZkrIqObBxA9uDdaqpt5ExhtBv4LkejnQYZ2MObN7IyTsfiOf4aF2BVJjS4Csfz/WpdMU4HdIbbs4Ch9tijKaannUrk2MqaTuxkj7DcY9SBoyNotAlaZkzyYZs9g/SG20xmXbcVVVp7QCmxp4A6faErf46K3O7iJbvR2lcVudPoj9apz/aRpfZdPsGYzSjcRflhARBY2qoaazRYtKdCagBPMe3f3/KwRgrQg+DmO5wg+5wa9qxpqm0poKpNYJD0wsRK7B1qE+/m6DjEU3PQ6gMoTPGkz6u47E1FSU7ypkFL8Mk4sYDY9LtLRYXFugOcrb6E5baDt3hpl3ejdBlRpKNSDLbEdaIWmRFghSSJB+DsE0Z9jtX4XnhbH83tg+SNHLajQUaXoABdHPJtvH3DhD6MWHQsEabTkDgWZ+hSleEfoAUkt5wg7xIyYqUvMzptHd+N0/FNVPqUtd9y3EZ+MxFDZSSjHJDJAvGSZ/N3kG0MSy2d9CI5sjLjIW5VYrNW0izIXHYZHVxN0VVkGYTfM9Hi4w0LSllhlCCMGjgOh5pPpmG34Y07QEGz/HwBHSHm+RlTivuEIeNqQgystmfMmecjgn8irwqMLrCVy6ucBDC4PgOKzvabG0MWTvQZ+eeORwFuc5JkjFSKawmp2Iy1S5IKTm0vd/eAQtBHFgDP6b/dl2rMWk3561XUeqQ5iNCf4EiH9mSWJGQF/k0Q6Ypy5zACXGkgy9sx5sQkiQdkeQJcRAzSYfEU48YKaQVniqJY2yQEITWpE1qjTvNvOVVbruPigylXLQxZMWE0IkYFIaGp2jGHYbjHjE5aENRGdzKxQiNwmYnQj+m0iVVZe0DjJQo4eA5Lo6AZKqhsELmAk95lDoHoRklA+ZbS8Rhm43uAQyGpc5OG8zmY0I/5oTlkyjLHDMpqRwx1aUIQE0Fti5SV2AEjnBxlU9RpuS6nHb3VUgpkMJBKmYaIVsGNHheaA3rkoQydVnd3aHdsE7QeT4hdBtMfEOmSwKBFQdToo0gM5rIbzFOh+zbuIHt/qHbGGUeviu0ZVFt7LYd5VNW+Uy4GvsRRhR4XoQjFXmR0hvaduj29GagnLZt37bsdBhtNK5jO8GyMqEUJUoIMm24cZTgVkMObd5sdTzKnV18lXKRRs/WfRiDISly/qefEjuKvWFIHDbpj/JpcJmx3j3IXHOJskgo/XCaDTIk+YStwTqgqSpbcqp0he/HTJIBnuuRFymO8mjFHbrDLTwnYK61ROBH09+VS5KNCU0Dz/dZXGlwcH1MHgWMspzQSKosx1Gede72rRt5ko4JvBApYza6BeONdfR4SC8dUbWXSIsJG73RVFulKIqEtLBdYocTflpbob09JoZK279j6Tq04wU6rUUGoy5bgw1SrfGrgvFkC0Wb0IvRBuuJBRSlPV6O49KKO/RH1vnZ2P+w79D1FKU1co2jDnmRkqaDe+OUW1PzPcVxGfh4yreXKWkNCpOq4ITlvVbo6Vhjt14yZj6KiIMmgR8jhCDyG8RBk43eQeaaCyR5isC1YkFyWlGbwA8pyoTBuA9MNTzpgMqLqKqMMIiZay3iKJcst6UQKQRVWU5b61too8mryo6sQBFImBQjHAyOo9l50hw3f6NLoxXQbHsgwPMC0sy2pSf5mKoqmKQjiiJjnAxnd9HDcQ+EwFUuw3GXdmOBhfYKcdTGczzyqsItC+ab8wTuDpTymKQjsrxPVRV27IVSKKkYTPpUuqDTXMSV1jyxP9xET0WRaZ5QVAVx2ISppsdxfIyuZqMJMIaiyFHKnpyVUDA1JEQIlud2Wc2KdPGwoyx02MBVtiFXa9vNZqR1wu6ONsnLDCEEW8NDtON528UmJKW2YxKW507BlS4bvYMMJ32aYYtGZJ2HtwcbXHfLF4mDFics7WUw7rLY3sENB76CFILQC0mzCZ4b0ow6KNez7c9TU0kDKBRoWGgsIx0r7K1yTSUKSm1IkgFSWR2LxIrtlRtS6Yqb1m+gGbboNObIM42Qivm5NkpBaUqEsm7EgRfgUIHOcZSLqwI7KqQsKKqS/mib8WR60TLMnJY9159qPsY4Dsw1FkiLdKprEwgUjvLRpNPxKraTrygz0nxCVqRIoVhor9hj3D9ks0QzDmuiArI8YTBZp9NaYcF12c5gLSlYdhVZkdl2aimm2RHXGvF5Ibdu3AiA63h2X/MJNx36But6nsjz2RP6tOJ5JumIvEitI/JUpxZ6MYWpUNKZuif7NKMOQsAkHeNjGCcDsmxsjRidgK3eIevh5cfIUW9arlSzETJFWSJ0RlFIPC9gZWWetYMj8olg6Bmk0FRaTC0pHFzXp+McPsf4HNzO2VpfoxwMUFKTF4b5VoPYFxRlZoNP6ZGmI5t98mPr7yPktHxcIQsrwLYJ1IrF1grzrSUc5VIZ8MMOQpdsd/fRCNv4ru0ULXVFf7SNEJL59jKe47PVO8Qth77xLVqp1Ir7ESjHlsKN1kzuIMNXc+9Td3XdtxyXgU9e5YRCEjoKV0oWWiuM0yEHN29hobMDz4sYD9fx5TLzrRU0mjSdkAuJVFZYutE9iNAOrm4y11hCy4KiHDOa9CnKI+9Ytako8hGdzg5OWN6LnHWWYH10tGY83qIRtmybORJHWR2C0RrHCKTwphkch86Cx6Cbs7U2JGp0sAkVSeRbC/qt/iEm6WimgbitQNFgiPwGvhfSH23jOh6txjxKOWR5TpolCOmSVyWxH1ux9PSvMs2s4ZoVUZek2ZjeaBvP9XHiuemYjILBeJv59gqBF6FNadvTpQJtYNq2DQYlpO2aUxKms6MOm94dtgcwGITycKWdi5UVOYEfA9MgabrMJBuR5fZinRc5lSlIs/F0XtUyUdBECIeqMkgEkRdhmsuU02BACEFepGz0DzCY9JhrLLLU2cHOhRORUhEFDYoyozvcIisy5lpLdOIFlOvPsmnCQF4kmLwkKVLCqEUo7QgRlAYj8F2XLFf0BrYd21EuZVXQiRcQUrLZ289WTxAFDXzVYJIoxuOEpuuT5SmjLCFJE0LPox130JXBUz5qWm5r+BGTLGGUDmdmevYY2f+I6e9OCGalDzVtyT/som1MZX10psJuIWBlbjeOdNm/eSPGWFNC6zZrz7au402zBbbEN0mHVuBfQdPrcGpHcSAtGRQlN0wqTpnbg2OK2fu2+mvWubgq6DQW6I1syWmcDCiqHCEdFlpt+pVhMBnQ6x08IuDKsoTBqIfT9qfmicw6J7vDDUIvYq65yDjpM4KZkNdxvKn3lcJzAuKwaT2FJn2ioEFV5lS6IsvGREGD0DRwHIflHSH7bh0RRwK32SSmQT/dtN9B6eC5MXG4xFdu2uDAoS7Z1haOEpSVIROKMNb47sQGZdKlN9q0Zbfp36rn+EjlTufTVSTpBGOs75fnNViZ34XrevTSjEmRMxqtg66odElvtM0kHeFMdXJREKO17dhL8zFRFFEMi2mmTSMRZDqzWTpjrSrk1KBUUJdP7gvqUtd9y3EZ+KR5QlOEdtAh1gemKAtcN0ILF991WJ4/AcfxGRc5SmjG6YA8zwiCeJaelw4IH9JhRnMhZmtwiNG4d5uAw6KkotWYZ769QlmVmLKg1FBoyJMJyglpNxYoyoysKu0J2I2tV4iuEGaqfZFT4aspiGLF5iHbLVVWOZWxKepJOpnN8sqnGojDLq+HB6IaY2g35lnsLBP6thxVliUVhiBs2a4a12OQ9MizlEbUpt1aIE2noz2mAVgUNkjziRXyTrfVaS4wSgaAwXUcEHaYapZPGE0GU+fjkrIsmOvspBHECOxgSyswtx05hRZgKvrJhI1Ucb9WgNE2mAn9CKVclJyKy41Ba0PkN6dt44r17iaBFxP6EXB4XIJDmvYowwjtWTFnp7lI5NkArzvasP4mXoTvhXiO1YEUVc5Ce2WqkdEEfsRyZydKOAgBaWnb1d2pD1KhDb7yCJyAylSUpsKRDroylBoaUZtmaMeapEVKb7jNoe6t+G4wu5iPJn0mTChNh9E4I2r79Cc9JskEx/FphHO4jotw7LgQfbj0hJ09hnSQKqDUE5QQKKHITUaprUtypTW6KhlPO+SUkiT5CCUVRVUizTcveY2gjSMTRpO+zU7qavo7Pvz9Puy99E0OZxP64z6TbEQ7XqDtOQyKkrQSNBZ2seJJepMug3EXKSSVtnqzw5mMsiqYhTZG0xA5wm2CSZikwyO2J5ViMN4mL1N2r5xKoa0YXUmF53gIIaz+LnfsfCw/ZmX+BJI8JVIOeZEymgzI8hTQxGF7NkJCG0N3YL1yPNfHczw68RLzzZjhpmZhzvoHzbdWKLVmvdujO+rTGwzp9nKqYY6orOdVWWnc+SXm2gGhbwPcJE+J/ZiitLYDAKWuCB3f+vOU1qLBlqQ0C+1lpHIYpBOqqsATGqNLayHh2rZ5Y0oEgkbUphW1rT/PpA8YOyrD8ay+TU2tA5TDUmeVrEjoD7fQaBzhEgbR3T293us873nPo9fr8Xd/93fHele+a9QZn/uW4zLwsa7JEoeKvDJkGpQb05kL8RCU2YSGG5FPL0zaDZlvLVNUBRvbB6b1dntnnDtDtgfgNAS6mqbYq/yI7cVhk13LJ9up7VgvHHROv7/O0txuhIR+OsZ3fHzHptizIp222/oUlfUWqSqsU4wuCRqSYn/BaJASNh084bLePcAoGdgRAbe5Gz58V6eUsmaJVYHv+rbsZAyucEAaHFXRdBoEU5dbKQS+H9g7xwqi0I7EUFKhjcF1A6KgSZKOpyMLStJ8MhV1avZv3ETghSzPnYCSDuNkwCQd2SGXXoAUhuG4SzNq26SUgTQf0gjmGWu4aVTQzySO0hhTgrSlQE96ICSVLsjLlO3BBpNkSKlLdi/djzhoIZB4nh1aOk7tBV0qh0k6JPRbaMN0ErVmvXsrw0mPtJiQZAmVLrn50NdJ84TOdOJ5GMREQYO8SKdidMHB7X3kRTI1jysJ4mXWqoCdgWJHZIXCWZmRVSml8tg/KXGlYGdog0eNxiNgqbODVjzHRvfA7HdmMNMA2nZ2lUYQ+S3KvKTUFZqCotJIoVBC4Uv7WUtj0FWJpCJ0XYrCrquYakSMtt/RhXabvMjI8hTX8ax3VTHBUx4CW7KRU21QXmbs37ieW6fu5IexM+WmgecdaH3A6koO9Q7SjOc5fa5FWlX085JJqUllSW+0RX+4ZfUn2Fbzzd5BlHSmx9vqf4zRiGSDB+5cxpcd9MIeuoN1hBA0I9tR6DkendYKk2zMeLxNWkzQRlu/qGxMd7RFuzGP1tp2EQZ2GG6aTcjzzJaGy8wO1tUlcdDAGMjLnNC3U+CLIkcISX+8zfLOPdzw9S43Hxziu2PyYsRmP+HWtRFrG9uEboyTZ+hRH6VAG0Xuhpy4c5VWUNmOyaogzSfEQTz1edK2u05NbxhKzSh1EMJBTkd7eI5PqTWjdESe9vBdn8XOClHQwlHONHgztBuLuMpFCkFZVRzYvAmDYZyOAVvmN1qjbWsqw4ktZ7uOZ7O4jo/Rd/x7vSMuueQSXv3qVx/x3MrKCmtra9/8XhvDq1/9at7+9rfT7XY566yz+JM/+RMe9KAHHfV2amruKcdl4COFIM0SEOC7Eb5yGCd9mkFEf7hFM2oSBy3cJIVCYhxJWlYErhUvSmmHDmpjQGgS2WVtOyH0G8TtFtuDQ3aS+HR7NqvyzbSx6wQo6SKFohGECKnIhMRVDlWVIzCM0iFKOsReTCU8PGnvzKy7r4cTe/jhmCwxdOZDijKnMoa80rO5YWbaWWS0BqXQWs86WcqyIPRjEFYXoqRCChilE9wonrZwq2k2paKqKluSQuOqcGaKFkVNBoNtNrq3kuYJaTYm8GyWZbO3hiMdmmEb1/VZnFul29+g01wgcO3cIZuhkQgMeTmZjaYY55o532c1CogUxK5rRx4oa/6IMWwNN9kaHEIikFKRJH3WtvehjWbHwh4WmkvkVcFNa1/DAI7fYsfiHgIvwBiJ7zcJfcimoxtc127bGDPzgDm0fSuTdIgUik5jke5wYzr80mU46eO5Ho2wzSTp0y8kN4sFpIg4oekhpS0rudIlM5J9k5LTmi5KCEqdU5QFw3HfGjtOW+HBli0bYQudBqQqIIw9K3R3AkI/oNA26Dj8HasoKY3Cmc7/SvOEze7aNMOnZw7EYAOLwaTHOB0SeKH1Q9IVRmsEDllVgJEIoWbdUsOkj1SKRtia+vdMv9ehDUzK8shA/1txHY+yzFkMAvY2Yq7e6nPdYILTUCjpzfRcTC/qzaiD4zj2LjjQGAzbgw3KMkOUCc3mCu6CSyPsYKjA2Jb2wz5SpdEUVWaHmKYTovYyTDOTnuMT+hHNsEPkxXasRZDRH1lfJi9sQgJlWVjbhLKgKAsW2svMtZanHZtjeoNNEreLjAwHv7FJXyUU5Tb9QYJnQnY0FxhtrmOKHEdZpbKWLrtOOpHVBYVSCa3GEmVVMkmHlGVqXbb9JUrjkQwzyipnbStBypxObO01jDEMJj3bdj7cxFEOQoQIEdIbJhgExmQoUU7LbrZpojfaoqgKfDeYfRdAoKTCMVDpiuGkh+e4REGTOGxOg8ngbp1bH/SgB/Gxj31s9vNh7d5h3vjGN/L7v//7XHbZZZx66qm85jWv4dxzz+W6666j2Wx+6+qOG+pS133LcTmIZZKMGE76ZJkdYplPhwk60qcVzRP4DdAgUMTNmDiIEMpqOeaaS9ML+zcxaJJxyngwpj/asnoJbbtT4rBNs7lMWWnyMmecjOgNt8kqza7l+9mAA4ASjL24SSVnxmq9yTaZzhAYKmmst4r0KLXtUikr2yk0GG/jOC6RF9r5SW6A7wZT7xi7BSkl7cYCJ+44BVe5VNMxEkZoSmOnVNtRFNOW6umdfFHmVLrAkS5K2gncUtiAxVUuynEYJUPSbGKHUhaJbTfWFXmZsW/9BvYdup7eYDr7xwgcx511mHyzqCIRwiGvNG1Xsiv0aImSQFqRJ8YKYY3RZFN33YXWEkvzO3AcO5l7lAzsXbHycB2fwAvZtbSXdjyHMBVh2AI0WufE0wngdraTYDjpU1YlUdDAc32M0fRHW3aCuhCsbd9Cf7xtL1bZCD0V0Q6yEo3E6BSM4VBakGmD69nuozhoIgFHwHoG2tjfh64qsjwlzRMObd9KfxpULLRWmI/3MN50aS/6+JFCSIVyAubaO+m07edVwuZcykLTn4wZ5baUtTWwHjd31HHlOtb1d769zFxraebU3BtusT3cJityQEyF43rq8r3JZm9tluk8TJKM7jLoEQiSdMQ4HdId9RgUBYuBx544oK9ddLDEzoUTCdyQw9qx/miL0cSaGm4PrINwM2zhSMVm/yBbgzUcKZlrzNEbbnLjgWu54dZruOXQN7h57TomSRfPCdmxcjKrC7tpxh0r1E2HDMbbM2PKvCpmnlJx2CQMmjTjORpRByEkw1EPozVVVcyymmoaSCjHYVT0CVo+RZoz2BzS66eYYUq2fpBk4yAOFZ6rbDehctFSEcUQB9AIWzSiedIsoSoN/bHkwFbBvvWUr97c4+prN/nE577BRndCmheM0sp2/QnBoa1buWntFvrjmPWe5Np9B7jqSzfwyatv4AtfWePaW7ZZ296kN9piOOlaN3eE1VxN2/cPn7nKqrDjc6a/VylsF98kGTIYdWddXkeL4zisrq7OHktLS7PXjDG8+c1v5rd+67d4+tOfzumnn8573vMeJpMJf/VXf3XU2/jCF77A8vIyr33tawGbaXrIQx7Cu971Lvbs2UOj0eAXf/EXqaqKN77xjayurh6x/Pci5l561Bwdx2XGxwiB54aEXkR/tEl/uMlcexXf8XGkB4VBegI/tt1F43xMIBT9LCecnsiO6HWoBCrzCdsB42ww66DyHJ8kG9EbbiLbSyhjEEKBsm3mjhKUupy2Sk+Yby3byeTI2UyvUFhNUVJoPM+eWPK8YLs/JMlTnMRwy3qXUTLEdxwwmsAN6TQXkFIxTobkhe1y8pRLIFyG4wFREDEYHCIOW3iOFcciFK5y8ZQHMJtfZe8KXdteazSFLiiqDCEF3f4mRZkTh83ppPuKJBsdofkYjHs2sJxqKfqjbeY7O2gGMVUFubBlPc8JwAgKNEzHCEyyMTKf4Hl2LIcQkrRMqLQV0JZVxmDUw2C1QfOtJaqqJAwadmhrpXGkx86FEznUs6VATzn4TsCkSBlkKUIq0jKzIwOUS+BH06yOh+9FjCZ9xukQV7mEfkSW2/ESlS6pjOFAFeMhCcsxLXeEq5aQYE0iyxSFxJQJJ/gutyQZaSnxpA2Y47BBXuQUZU4z6thSHm1u/caIE05aZHHF/v61sTYFhalIi4zQdXCmYzoMDq0gJq8yJsmQqrRlrdsjaIQtFjsrTLKE9e1bZ2aEjbDNruVd0yGysD4akJYZgePhKhtUpvmEw63wwq7uiM1IKW1AjKAZzzEYb1NOdWpbg3X6kwHNzsmcPN+h4UjbTq8ULi0qXZEXKcpx2Oqvk+YJUkrbMVlVCARLczvROmf/5o3TDr0IY0BIZbM708/SHW7iOQErS3tpTEtbu1a/j8HQOl2HQUxeJPRHW7TizkzEPd9ewlUevhuQ5RMSPUZKaYNgDMPxNlk2odWYI92eMMnH+G6D7vYB0sE2QWS9wYTDLNMmpLU4qCoNvkdVKaKgw3ynw9r2gBtuHVKUJcakJJOUbj8hjkIaUUy322Pt0Dph6HPSnhY7Fl1AM5xI0qwgzzfZ3B7jOoL5dhvPdTmwtslcp8Xq3DyuKphMM8eBb0eHCPFNQfo3vxX2nCixNxbSSJAlRnmI6bngaPn617/Ozp078X2fs846i0svvZSTTz4ZgBtvvJG1tTWe8IQnzJb3fZ8f/uEf5tOf/jQ///M/f5fr/8QnPsHTnvY0Xve61/GLv/iLs+evv/56/vmf/5krrriC66+/nmc84xnceOONnHrqqVx55ZV8+tOf5md/9md53OMexyMf+ci79Zlq/u9xXAY+7eYcbuBiKk0jbkMlmfRSEl0w6HZRQvF9D7ifNY6rSsaTAZ5nDQcNinZjgd5oG5iKOA34KqLTXMDzvOlcHUlepIRBk4XWPJ7jWENBL8ZgjfHSYkJ3aDUOnhsw11jEKKbXFoE0EuU4SCTboyE6yUkmGaN+TlGWUEGvv8WOdoOd86tTkajLzsUTZ8LjsiyI/Jh2Y56ssBPBAzRpljCeDHEde2JzsFPMAy9AAKPJANexQlCbpdGkeWJ1R1N34aqyd6GeG9CMO+R5yigdkGSj2xxtged47F49hbywF1sNlE6LsWow72rc6ZyoorQeJlr5OCg7d6gqKEs7kyzwwqlVoYNG0m7MsdU/RGU0S3M76MTzuMp6DbmOZ+90jcFgzftc5ZGUBRpsIIEAqSjKjN5wHSUUcdSclrxKIr9FkmdWq5MntrsntyWJdnMeKRy2JkPMRLLlLDPvGiIvINeCCml1VcLBVBqlFNV4P7sdH1cGsxKjFIo4iNmxuAdjQFURB2+esLTa5IQT5qiwHTYApamQOOhSY1xJpjWVUPjCCngNJVvJkGwqkL09Zjoks2I06SGl/f0WVc6h7n5CP2bP8vchEESOYpxN8KRkqbODtEi4df2GI3yAzHRMShQ0ZrPKhBCkmRXBz09LQ3HYZr17q3UjH92CCTwK0SBwJJ6UKOVx/z0PsW7SxZjF9g72r98wLZ1OEMDi3A4kDo6jEMJmg6xoeh5HuTazkSfEQZNSV6T5hKpMEDpgs7dGu7HErqW909lt+VRIbbsSl+d3frOkKyt8z5b/hBA0ww7jbERR5vRH25RlgXL8mdZJiAluI4C+QVcSJa1rtTYC1/FmpomOEnSWFhj0J9xw65ik8Ln+loMMhiVGKwJXEirNztgjHfUZrB/klN0nMhz0cMMmW1sT0rSw1g/CR5uCWFWc2DaQpZTbPZQXMh+GOI6iKDIyx465OGxeGYdNqqokzRK0qWZNAYYKqSSuF4H08JREa2Ozq9W3+y7dnrPOOov3vve9nHrqqRw6dIjXvOY1POpRj+Kaa65hYWFhpvVZWVk54n0rKyvcfPPNd7n+D3/4w1x44YW87W1v45nPfOYRr2mtede73kWz2eSBD3wgj33sY7nuuuv4p3/6J6SUnHbaabzhDW/gE5/4xPdk4FOXuu5bjsvApygL0tGIVjyHqhzSbo+qyvFDHxlAb63P5maPZGIDh/ZCm7AZEwpBVlYzoehhHUihK7JJClKwc+kktLEnzSSd2C6ZIifPM+KgySTtU1QlruOQphMObtyMkg55kTFK+nQaS5QZ9PsjklFGlpSkRUmeFri+A7HHzhM7+J5LllTcdOMaTW+ROApRBNaZ17MdIjawcQjciKrM7WiK6Z3zaNKj01qw5ntC4jkeaW4naA/Gdm7SYmcFgybPU1zlzQYxIgRSKKQ0NOPOzCDNd32Gkx5g5zfZQarWobnTmEObDo7yENIjFw6OqZDCzkliaqaHgF6SEDg+c4HDfHsZphOpszKjMtAKPUAihWdnE/U3GIy2qaoSR7qsLuxCaysenaRDXMcnKcaUVYrQOQe3DtKZmkdW2k4dX2yvEk7tAFrRHEXpU2lwlB3hoLUN9IQQjNIBvhfOuueaJsEIh8BtESoYFQXf6I94UCcmdFyMMlAaPCVI0x5p1qDS1rtGa80oTYjDeQ5tdOnt67J6whI798xTUWEQ5KZCoXGkS2YEUdTClxVZWeC5HpNkzGbvVgIvYLN3WHx/x2RFwqHtfRRlQRw0cZypDxF2wG1eprgyIJAeJfKbGcR4gTW1D11mCOS0XGJoBE12LJ1IXubcsvb1WVdaWVrDyyiI2eofoph2/fVH2zjyJlYXTiKXTVzH2LEh+Ziysu39nrLz53w3oNQZnWYDx4GiyGk3V3DcwJrr5ROGky4LrWVCP2K9eyuLcyuUZXUbcz5ryKirnFGe4joOpjRUZUmrMcckGVIUGY7jIbDz2XzXpxG1rUu1sDO9DjuRa1MxTnpTzx6XcTIkjEPQhqo09hxSydkNgwGrnxJQ9DaIF3eysbVJfzRmuN3FSUa4VJTaMBI2a2aMxncV1fYB5p0KVaR0Vk9iUhTEToHIBpB1kQjbDSklvudQVhlJAXNzHUpd2qGtfoxSDr4X2JEX0/J2K5yzjtzJAIRAOT6lCBDSo6zG098zwNxRn1cvuOCC2b/POOMMzj77bO53v/vxnve8h5e+9KWz175ZarMctlG4Mz772c/yD//wD3zgAx/gR3/0R2/3+kknnXSERmhlZcW6dUt5xHPr6+tH/XnuS+qurvuW4zLwcZRLI4xxpIswgh27V5iUIzQaN49I+zlf/sIXcT2P5Z2LHDpwK9LfjXRclBGYVNBpLDDfWsZRDv1DY0woWGwv4UiXtEgxWP1Kko2ZJENajQXyImX/+g2M0zGe66Gnbd2lKFCOy2DUpRp7DPs5yjNUlSSKfZrNJo3AoXAcKlGx6NsTcdzw6XUb3PKNLl44IB0XlKVm90kQdWxwIipDqUqa8RwrQWxFwNmEwbhnW7a90DrBCkVRpShp6/zKcZHSmc7X8sirDHfqd2N1AtK+z/On/jCQFensottpLtBuLHBoaz+teG4aLAmasZ0qjRFIJZiUFYN0wnzgIYBeLqiMIvZs55NAzETNg4ndZwBlKoqqZJKNmWRj8jJDCgfP9Tm4tY/luZ2gbQYiyWy3juN4+MbQHR6gyAeEXoM4atJpzBOHTUZJnyhsErih1b5M+rTjOfLSakG6ww1s1iRhbesWlHIIgxZBOSH0NT4KXxsaLiz5DaqqxCgrxFZCsdxexXE8DNpm7JRHWpb4MmB7s0f/1gm7Tlxgdde8nbFWWcGvI7Q9qQmDMpoSm3kMHDuAtnR9BsmArcEaaW6zZjYjccdnwsNdTY7jkY+7gBU994ZbDFsrLLQCXOFikoK8yOj219gabMw6fKxw3v57lAxY7x7A977Zig+C3nBzJge6bWlFScUkHTNKuiz4IWUF24NDs846zw1oRB0bVHountsgKyaMkx5x2EJICL2IokgRGFYWdhG6Pk0xT+jHuK6gN7TZn43uAQIvIMnGbPc3aMYdorBNK2pZo9CpT9A4HdJuLOI4Hv2+bWEXwgp/S12SpGMcxzqJ2+G6/tQvKqPSOcsrbfZfJ6dO4RpXOQhpNTW3vahnSYq7tY7XWaK3vo4c9nF8a4kghM1lCuRU6G0YjyeEC4HtEt26AZkXKGHb9AEc10MYPU0QS4ypGKY5pjvhhKUT2L2yk0bYmP7OQEqX9e39NtuVjezvS9istalKRDVElAKm3Z9CSJLsSHHy3SGOY8444wy+/vWvA7C6ugrA2toaO3bsmC23vr5+uyzQt3K/+92PhYUF3vWud/EjP/IjeN6RJTjXdY/4WQhxh8/pu9GlVvN/l7stbr711lv56Z/+aRYWFoiiiIc85CF84QtfuNP3XHnllTz0oQ8lCAJOPvlk/uzP/uyI1y+77LLbmKV985GmR6ZZ//RP/5S9e/cSBAEPfehD+dSnPnV3dx/AimwN0xO5oTAJrqvwXY/lxVVOesCJPPChD2D3/Xcgmjl+FJBPCrJ8Qj5JWbt+AzkMCN0GldZ0ljos71hke7DJ1nCDJBtz88GvceOBr3Jw42a0Bt+JGIyGTCYp2UAx2XYxowVIOujCJVLzpF2PyShjbsWl0XZwHMHyCS0aTQGupuVp5jxBaQo0BiENJ5zUZn7VxwkqlnZFnLBnjrUDfUylEEoyLhOSbEJlShzHxXFcfM/H9+xdc1FkNuuQDBgmQzyliIImy/O78NyAJB1PRxDYyerGaKzk1Uy7sezvqqjyqa7HBlFZkRH6MUtzO2Ztw7bs5VMZQZpPZp11h0XSaSXYKgSLsY8rDXmZMU4H1kUWw1xz0XZfTQedVkYTBC18v2lF2WVGVRVTl94B42yIUgoj4FD3AMPxACUlclryaTfmaERtKlPiKofYb+IIdxrUSSI/xlEeWmt8z2aFfDe0upLDF3Vd0PAclgPBSQ2PXY2IpUDSVJrI82F6QdNlhadCUC7jSlIYlyQrMJlm/RvbHLy+x9xiyJ4TV2mFDRxhcO070bqcZhtypKgQ2FKdFbmXpNkQjSGrKhCH/6RtsKGkw3xrZdrB5c8GgMZhi2AaREqhiIIWQkrWtvfRHW2SFgkCGOcFlda0Gh12Lp9II2wCZprlE1b8PNxiOOrRijuEXmRnWylrHiilwvdCfDdESRfPDdi1vJcd83vojrrcunkTtxz6OsNJHykVRVnQHawzToa2E6ks8dwGEpc8T7n54Ne5+dDXGedDlHKsK/nUCaoVz+GIiLLU7Fw40boU99fpDbfIipTtwTob2/u5Ze1rDCc9As/HVS6TdIQQtvusHc9TFLkd/CvkLAtpu/rmWV3YzUJ7hUbUIQqaBF5I1CxZ2rUCGrLMZoCZBkkz2b6wur5iMiIYbhEXE0JfoaTNnAkxLYtOBcdlZcuglbZrEKbCd755bnRcH0c6dkyGsg0CUkhbUlpf5/r929xwcIRBT0uaijyfTP22zGwuGoDvhbQbc9MSXUVR5KR5ytZwyNp28h2dYwGyLOPaa6+dBTl79+5ldXWVj370o7Nl8jznyiuv5FGPetSdrmtxcZGPf/zjXH/99fzkT/4kRfHts5r/Gzmc8bmnj5qj424FPt1ul0c/+tG4rss///M/85WvfIXf+73fo9PpfNv33HjjjTzxiU/kMY95DP/1X//FK17xCl784hfzwQ9+8IjlWq0WBw8ePOIRBN9spfybv/kbXvKSl/Bbv/Vb/Nd//RePecxjuOCCC7jlllvu3icGbl2/gVv376eclFSyYjj1c9HGGvG5gcPcyjwrO3bQbi/gtyR+4FOWExCGsixJxzl5ZscxRHHIKO+ytr2fmw9+jZsOfo0sT4mDFsutvaiyxfZ6SjpQVJMQz/XYuWuO+z9gL6fsPZV5/yRM0WRuoc3K7jbNZoOyNGgqpCMxUiKVmt2/C2MDCCkdgtDnhBOWuN/37WZ+qUFzURHFDltrEwI3YmluJwbDaNyf6gMUjuPTaS4ihGRtcx/bvUNs9zcwVWEFwRhKY8sZjhcjlI8UanaHrLU1R3OliyNd2x5fFbiOy46FXTSiFp3mItrYixHY8qI2dlSFEeC4LkYIlM6Y9z0rUNWwEng4VNMW+hJjCjCGosptRqnIwRhrcGcMvuOy1F7Ckc503pZtRe6NthhMunQHm4zGfcbpiKrKCbwYpVzCoG1LFZMBw8nAZramk+0dJKEbzpy0Qy8kcCOisMFiZ4WV+RNY6KzSbsyzurCHHfN7aEVzpHlCb9Rlko451D/Ivs2bGE4GaDSZqMgEFJWgSnMO7lvjputu5Pr/OUBVGpZ2uyyshKT5hKIqKYyYtqNPSwNCoo2DwV7kPGXFzuvdA9y6cQNVkYKxU9cPi+sBtK5QShH4MfOtFetAXeRk+YRxMqAVz7E0t5PVhRNpBE3SbMxgtI1E0ApCpBexMr+b3Ysns3PhRBY7O61tQ9CalRGUVHSai+zdcX92LOxhsbPK/XY9iB2Le9i9/H3MNRenOiBBK5pjsb2DpEjZ6B7g4OZN5IUdu7FjcQ87FnfPfKzAGnJWVUkQ+Cgl8T2X0PcZEzMqJUk6JssTxumQoszJy5Q4aBCHLTpNO1fMZrisfYQxVt92YPNmNvvrdIebdtQLwnp2YQPu7nBjltnyvYgoaNII2zOdmecGtBodlud2smNhlcc//hE0Oi3QUBbadiECCDE1D7UJMCkEyXiEEjZ4Ptx9V5lqOljWln0Pj8xIEo0fRjbY1RVM3Z3V4chbCIwQYBM1tPWAE3eusn5onf3rm4zTjLxMObB1kxX2O/4R2iNg9j2f/c1h/aO2h4b+8LZ6vTvnZS97GVdeeSU33ngjn/3sZ3nGM57BYDDguc997nRXBS95yUu49NJL+dCHPsSXv/xlnve85xFFEc961rPucv3Ly8t8/OMf56tf/SrPfOYzKcvyLt/zvwUbuIh7+Lh72/zkJz/Jk5/8ZHbu3IkQ4nYGkc973vNul4z4Vn1UlmX8yq/8CouLi8RxzFOe8hT2799/xDLdbpcLL7yQdrtNu93mwgsvpNfrfQdH6d7jbpW63vCGN7B7927e/e53z5476aST7vQ9f/Znf8aePXt485vfDMADHvAAPv/5z/OmN72JH/uxH5stJ4SYpULviN///d/n537u53j+858PwJvf/GY+8pGP8Na3vpXXve51d+djUFYFW911WvEcjSgiDlpoU02dVUt8L6A8LDwNW4R+hC7tsECRDplbmOfkB53EMOmy0euRFQlJOrLGhEAzarPY3kGVKdJJSmuupNmIwTSZH7sk2QQpFI5ruxpyIagQOEGFcmz2xFEOnuNQaYMxFZ5SaDRSWz1OVmZIoUhzO5zUFR5FVWGkh9PM2dhn53PNr/oUpcEoRagF3cE2RpTTu3/bZTVIU+KwYTMNyrFpbgR5leE7HrbZ1d69W4t/g4vCc32Kyt4dR35j6iWk6TQXWeysUpS5bfl2XBylZnelrrQzq3zXw5gKUGRlRa+UdMjIK0VWlkSOIgrmcKQLCIoqo9IlWZXbiwgF40lC6Ee0m/MYY6ajQATjZIDjuMw3XKshyUZsY3BcD1DkwqOfjFjbuAEpJPffcwbi8JBXKjR20vthgfhgvE1VVSy0V1lZ6JBmY9a29rH/0A0YNO3mwrRNP0BKe4eeFwlr07luyolBKvLxiP1fW0cXsLiyTGNXRNSS9CcbKMchySaEfsO69kpJlqc4AjKtuG6QsCMU7IxCjC7YGh6ygVKZz9qOpfhmJubw/48Tq3NqxfN0GvN0B5s4yiWOmniOj8FORw/8CCklzagzHQtidUkGgaM8yBOaYYd1bmWU9LEjFBTzrSU6jTk2emuM08E0QAhQSlEUE9a2Nqf7J2yWycDB7q1Mkq4t5SmXRtSiFc+jdUV3sMGkHGGMIclShAApG2DkdK5dhUNJVU4YlylyoHCn3WcIwXxrGaUcPNdDKZfucMMOgpWSqqrw/YCt/jrr3YPTBoTYOh8LgVSKTnMB13G/2Q05nR1389rXWWgv47keZVmhlGMzkI5L4DU45fQH8V+f+jRaM5tHp9ThGWj2HGcwFGU+08UJIZDysMfXN9vkqqmmrKogLxzbqSeEDeCkmmmsDl/sjLEjYDAVcbZN13HpDbusbY9ohjm3btxog2Bpy8GhHwM28+q5Pv1RF2c6wT4OW/THitGoz2Ln6Etd+/fv55nPfCabm5ssLS3xyEc+ks985jOceOKJs2V+4zd+gyRJeNGLXjQzMPyXf/mXo/bwWV1d5eMf/zjnnHMOz372s+9WG3zNkYzHY77/+7+fn/mZnzniWnxbzj///COu999aYnzJS17C5Zdfzvvf/34WFha46KKLeNKTnsQXvvCFmYfTs571LPbv388VV1wBwAtf+EIuvPBCLr/88u/SJ7tr7lbg8/d///ecd955/PiP/zhXXnklJ5xwAi960Yt4wQte8G3fc9VVVx3Rvghw3nnn8c53vpOiKGZ12NFoxIknnkhVVTzkIQ/hd3/3dznzzDMBmw79whe+wG/+5m8esZ4nPOEJfPrTn/62286yjCzLZj8PBtZm3yuahEGbKA7wlEchcwQKDIyTAVKIqa+PawdOOh6H1tehEvjNgM5qm7XuPja6B+wdm7azfppRm/nGDqgUyUAgZA5BiuvHVmxb5gReSF7klFVBVmYEniKO7F24M01JCyqEcFCOwQirE9DTzh609daRQk7T4RLP8cnLgs1SEUjNwsI8cZBz6019Bt0JBoVQOUO1iZEJflOysNCh1WwR+BG98ZhWEOB5Pkp6KOlMDQqn8kkjKDE4UiKFvdi5yqGcThuXUpHmCfn0hB76McNxb5ZBMdoKc51pF1FlNBOtKQpN5MCozElLaClwhULritBRBF5kO+mMhukASG1KMFanUpWGrMgwJmGSDBHC2gMcLhVY3Y+wU7+FbbXu9jcptG0tVo5HM2ozTodMihQfnyQdYwMGKyzOsgl5mZMX1mxRa+hPRrTjJsrxycqcyItQwsF1PbSQWAcoO9YjLwsObt3KyuLJiKLiluu3abRCdu5qE0URw6TPJB+x1T/EQHUJ/AhHucw1F8m1DV/GpeZgknNgktCSOca3g0PXu/uZpOOZrkoKReCH1nRvOjjV92P2rHwfkd8AjDXFDFoYDP3xFv3RGMfxrMgVQ5KOp95MrjXKFIpRkVGVKfvWr2cw6WLQNIKmnYklpA0GvMAKvycDyrJklPSJgyateA53OjKimo42GWd2pp2uKoSAwA9Zmtthg9oiwxjwXJvtnW/NIYSkO+jRjGKU4zApEhoRVBLWR0OktGUobTRx0MaR0pZQpSIOGgzGdp8NNqthh7o6lFVOXmYseCvEfpMkn1AZ7Jw0LwBjZ3rlZYrnBmz2DjKc9Fhs70BKO/JEVyVFkRO6mtNOXOFLn3andg8G17GjQm7bCScQduaekBweISOmiffb6oEMhoXFJugcU+ZWfC3EdGyKLTXbdVsHl8NeXcJoqCacsLREd5BwcHObYThCTYMre4ztDYIt7c3ZbGn5zdmB2kgGY4fJJKexq/Ntz6/fyvvf//67XEYIwSWXXMIll1xy1Ou97LLLjvh5x44dXHfddbOf72h93/oesK3w36scC3HzBRdccIQg/Y7wff/bJiT6/T7vfOc7+Yu/+Ase//jHA/CXf/mX7N69m4997GOcd955XHvttVxxxRV85jOf4ayzzgLgz//8zzn77LO57rrrOO200+7eTt9L3K3A54YbbuCtb30rL33pS3nFK17Bf/7nf/LiF78Y3/d5znOec4fvWVtbu8P2xbIs2dzcZMeOHdz//vfnsssu44wzzmAwGPCHf/iHPPrRj+a///u/OeWUU9jc3KSqqjtcz23t0L+V173udbezUAeYn9/Jrt27aDYjsjKZnmwcNBVh0JzeNUNeZahpiWfQH5BnBjoj9qcbmKlFvu9FKOlTpoK2u4BTBWhZ0OgwHTLo40w1KVmREAQxrbhDd7DJeDLAGEPghnjK+/+z96cx2213fR/+WcOervmen/Gc85xjGw74UIztxIY/IjQIQuW0UlOoorTNi8oV4kUk3LyoI0UhiLoqjQRiKKkjlBQlpZESRUpbqoS0f5L+i1MXqBs4GNvHZ3jGe7rmYY9rrf+Ltfa+78fnGDgMJyI+y7Ls57qva0/Xvvb6re/vOxDHKZFOsSJmVy2JJVStQ7T1D7tGOIwxSHxCet1UbMuS13eG3MBLkwThJGJgee7rJtS5wtRgrc/omc4Ni0c1xXyDfj4jHWm0jvxq2BocJaasApnTUBY7UH12TUNGidYJiUoxOLbFmrzYMuxPiLTG2Ibz2WPWuwW9pM/h3g3SpAdSYZ3BOBmI0ILcOCLp2JY5WRQxjH1bIYoU6zynl6Q0pkbJ1EvYrU9mr5oKawvquuBsdsF6t3yTL4mVuoPuV9sFLcvWOktjHVk2ZNLroZRmMr7hVUFxj7qumK0uiHSMMTXbcsM299+RVt6JuXaWw9EJ/ThjmPVpmspznJrCR3s4hxStBzMU5dY7LNuG2aMNGMe9F26glCdLF/WO+eoy8EwEm3yFlJoo7vParkFiEdbw8jKntI7TUnGzylmszr7i3AVxlADCF61C+giLpma9W5AlPdK4R2MbqqqkrHNmq3Pmq8vA8RkEwnPEqL8f5NtTrMhQcUpjvcdOHKWhZWLp90YcTm4ghGCbr0NbTZMlfebrC/Jiy67YeI5ZiJ2Yrc4ROiEv1oDDOudz74RHt5abKVnaJ4kzZsuzznSvMQ3T5ZxeNmDYn5CXm6DaUax3C4SAYX+CkrIj4BtjWedrb8GgI3aFl8FvizVK+oWOc5baVthQFHnLB2+mqJTyMS8iDSiLJI0zFsGkNIk9CT4vNgx7exzsj7j9zG1efe1VGiOItAoFScjKC+fSheuGQueqNelQQtM4QX9/grKF99dSUbBluCqMjG1wwheyNlhqtNwiiYXNnEiP+M0vPuC5uyMmQ+jFmlF/LxiLFhRVwUF0gnGWZS6oaoiUpG4UF7M1SQqD5GvS4/ZfwxBcMcJ+/9uAqwV+O5IkIUmS39cWf/mXf5nj42Mmkwnf8R3fwX/5X/6XHB8fA95Isq7rp4CNW7du8f73v59f+ZVf4Xu+53v4zGc+w3g87ooegI985COMx2N+5Vd+5Y9H4WOt5UMf+hCf+tSnAPjABz7Ayy+/zM/+7M9+1cIH3lq+eP31j3zkI0/1Dr/t276Nb/mWb+Gnfuqn+Mmf/MnfcTu/kwzyk5/85FMyytVqxd27dxkfjZCpZFFsg5rJYUyBC/3ypi69+kgItuWGotzRNBXryw03Jzd8zpJz7A1PcJVCRRHpOEFJH2GhI+8lo6SPh1iFsMNeNsBZTwzdGx5Q1gUqyGLjIKfdVTWbTYnZ1kxu77OxBVJoTOu74bzyI40jtIxZ1TVfXlesGsdBoimtg8b71wwGI+RQIcCbEjoYHkl224LNvOHLX7igP44ZHmbURlDWO+qmRghNEmXoSGCFoxdJpLOe32QqTODS+AmmobEV86V3960a3x7ohTiD08v7VE1FEqU+76wuETphVsFeLIl0n3njOE4UifIP8kgVrPINtXUoFZEoHWINFAJFUZbk5Yq83F3dS4FkHWnf3qhN3blPt6vtBomptwyyFCWgqgqkilisL0jyFSf7dxACpktv7FjVJVrFpFHqeVL5mtquGGVjFtuZjx7RKWnSw4b6Q7YaaiHZ1Z6cnSZ9pk/WLC53PP/1N+ilGZdBgdWpT3ICYbthujwliXuk8T7/72yLsY7KOiReKv9w+oTV6qzz0ZFCoHVMGvewzvoiTUlM01Ab7z8jACl1kIAvvOP3Ndl7FKT1xtY8vnyDTb707a/eIYd7t0m0bwFpqVlt55R1QRHUgbGOKesCB4z6EyLlJ9jFxrsHJ1FGlvSpm4pnTt5DFA9Yrc4664O6qTHG87omg0PycktZerfh5XZNLx0w7I+Zr6ZoqbyhZ+F9lSId05RbVts5q83cJ85HfQCyJENJyMvYE6VrL0kXgWjcRjo4Z/yiJO55C4Tc79PYhiTOKKucTb5EK81qu+ysEnSI8ahNzensAYejY77xG5/j4f0HlHVNmlxvC1zlmbXCACVUFzsiA4naozKWGkUviAdckE2K9j/C+0+5oKZ0AS4wgaOnpMbWhoNhwkLFPHg8Z7uvONmLmAxTDiYnNE3J44v7XCwuKaqc5dZSNz2PyDZrHp2e8cK9IcN+9lWfr++OP7zxh4n43L1796nX/9pf+2tvC2Frx/d+7/fyfd/3fTz77LO89tpr/NW/+lf5t//tf5tf+7VfI0kSTk9PieOYvb2nLQ+uAxKnp6ddoXR9HB8f/46gxR/1eFuFz82bN/mGb/iGp1578cUX30RUvj5u3LjxphM8Pz9Ha83BwcFbfkZKyYc//OFOBnl4eIhS6i238zvJIL9apRtLSSQcWkmMqTBNTi8boVXMejfn/tkrPH/7RSId8/j8NU8YjWqSA4XuK0bqWawzRErRv9Ej1r5dVzYVja2DYRhcLk67TK/xYEJVV+TlHCl8anIcpSRJ6lEMIZhWltoKivMFR4cDpiZHYunFChmUK3XjJ2NjfWzDbyxrnIMPHvTpKx9GKUKLSAjRTWhte8jnGcFoHHF4MuL88YaL+2uelDVJokn7Cc41LKoF203NYJxw94WYfuwwjecYWCxV5ZOk+9mIssgpq8JPfs76SI/QMoh1TB3k4EoqnIpI4x7DpuGyqOhHvtAsMZD0SKWgn/ZCJpVhU26JUp8Y31Sem1RUMRfz2Zv8arT2bbpdseG6lLttAzhraeqci+lDLqYPSaKMXm+fxfqSveEe1lnG/QPm6ymr7Yws7iGkIo0zNvnSr6dsxaOLV3HO+RaP0phQ7DWNgtCKSKKESEIaZxyM7/L4CxteePEGk70+ebMlimIcjuny3EcoXBt+RV6TyBWZcMycJ7M+249IyimLxWOuMCXfMDGm8W1a5fkfde2LTesMQkoW2xmm8WpAY5qnrp11hqLe+VZUXXTJ6/1sj73xEbFWWKWx9S54wfjPRjqml/RwrqGfDUmirEP9WqTMX38vIxbX/nM9+qKXDnz7SXuVVRwlnM0esj8+Zrtber6WirzSs96xOl9QNRWRjtkfe6VfY2ouFk8AmAz26aXDsN+GxjZopTvlmCfe++DOpqpZrGeM+4eIno8tMdZ0US29bECkE2KdkSUD0rhHWecs1pdMF+dMF+c4HPujEyyO4xsJN05u8ODxQ8qqIdZ+4YEQSBTG+tgPIRzeiwqE9JEpbdsqloKRBlvW3lG5bWMFjpCXryukEB7VM7UnPAffLBOQoHr6mOP9I7ZZypOzFU1jGfS29LMtUZRR1BFvnE4pS4uOvRljYxxPTjcURQkMAtL67vjjNB48eMBoNOr+/ftFe/7D//A/7P7/+9//fj70oQ/x7LPP8r/8L/8L//6//+9/1c99JSDxVuDE78W76Y9yvK3C59u+7due6q0CfPGLX3yKvPaV46Mf/eibSEz/9J/+Uz70oQ+9yWehHc45Pve5z/HSSy8BnlD1wQ9+kF/6pV96yrzql37pl/j3/r1/7+2cAgBKqEC8tdR1yWx9iZSKQT8Khnv7rLcLosg7tE6Ge9w48L4fadKjMhV5vkanQ/J8jgktBin8ir9NYe9nA+bry4BiJMQ69Q8+5+WtSZySqIT7my2Xyw29KGFkQGFRiUQp6Ecx4GH7sirQUdw94E7Lml3d8G/t9xlpSW3rLk/JymAg2DTEUUrjGt/ndw4pvD+PieD4uRF33D7OGpAw35xTm5obvX3qUnD+ZM2rv3XBnRcmxElMUwmqvKKoN/T6XtotpWLQG6NkhMNzfqq6YL6acrx/y3NBAq8hihK0jKhtxaO8Iq0le1rRSzMcYI1vKyEc0tTUFVTGIq2hNiW7fMd0cd61B/x1zHwrAoHW2rtAm/KqDeScR/OC43PrhFzWOc363BM9ncNZH90w7I3RSjNfXXiJdV2SV9tuWwJFPx1SlD5WoW58sRtHMb1kCAicjjGmwVrL4mJBHCUc7E8CoC2Y7865XJxRVE+FnwC+8Fmtz2lMwwjNsH+bw6yPKM7ZFZf0sxH9bISxDevt3IfmthyyJPMqJWeDczVUdUEv6XcoytO+Orojujem8KngMiKKMrKkx3ZzjstG9LIJsYrYG3o/ql2xYZOvOrVHXub0syH7o2Mmw0O2+SpIp6GqS6zbIRC89uS36Q+OycsNUnpScms0WdYlB+NjjKmpm4qR8nL9qi7ppyOqpmKX5x3HzRsO7qjqkjZz63z+iIvFY44mtzwCZg2Pp290v3drLGezx+zKMUmcoYTnSD2+fJ390ZG3K8BRVJ43VlQ734aryw4pO9q7QV5u6aUDJsMDzmaPfB1nClIJd164zcPHD4NnjF+wtGitFMofh7UQnK6FE9e4PRDHGlsug5LLgvTKOS+P94G23tLAdIsKj/T577Jpas8Bkord/AIVRez3j9luDPN1RRatma4XPDxbslo3DHoDtusdi9USITTWSm7fGjHIJM69vayud8fvb/xhIj6j0eipwucPa9y8eZNnn332KV+mqqqYz+dPoT7n5+edPcGNGzc4Ozt707YuLi5+V++mP8rxtgqfH/qhH+Jbv/Vb+dSnPsX3f//389nPfpZPf/rTfPrTn+7e88lPfpJHjx7x8z//8wD8wA/8AD/90z/NJz7xCT7+8Y/zmc98hp/7uZ/jF37hF7rP/PW//tf5yEc+wnvf+15WqxU/+ZM/yec+9zl+5md+pnvPJz7xCf7j//g/5kMf+hAf/ehH+fSnP839+/f5gR/4gbd90gaLMQ11iEPIkh79bIQKvh1aKc5mj0iTHsP+xHueJD3iKGW1XXM2vU9ebsmSfjAxM8Q65s7J80ipWO58kGVZ55RlTj8b+ciFKKOXjbDWEGvP/THOkgjDLbnjxnDEblFRjPvISCIcNNYinG8DOGcRDk+GdDUnaUJPGCaRT242xlCWBcZ58zprTFiJp973RQnq2tIIRaI0mahIdArWx1XUtkZKSVFUxNWWJEm4c2/E2YMNr/321HubtJEa0jLaNxCgd2sddZ0wGsVMDntsy5VPCHeWxjhiEdOmhZem4XFesTOWwlhupClaSs6mD9gWa24f3GN/dEiJxMYGISGvdlzOn3CxeNK5z0ohiaPUT6zWoHVEY3xbzBO+y44I6gGSkFZOa/jmzeBuHNyiqktiHRNHKTcPnyUvtkxX59RvEf+QxBlRcKke9vYYZGMWm1ko/CCNU4oq9/yfasD8subes4dEyhd8ZV2y2Mwo691b3p/W2c5lGxw9pagqRV4s0CrmxuQmw/6ERxdvgJDk5Y40zjq34Sb4/kgkadJDSe2PJ7T/eumAsi7I4h7j4bF/j458MGW+Y7Ob01RbZsUSZ40PxtUDPyGHSdbhfEuqLjgYnZDEKbPlOZFOumyzq/PxxoYOR2VqdJ17c0xTY41BCtEpwqq68C2/kBYu8OiolCoE9/o4BSU1tSlZb5dPmTV6R+yYuqm4WDwhiTOKKg9ZdD3y0lHWDctNSRLHHAwhjTVlXXA2e0ikE24f38PaEHiLI0v6mGB8V1Q7Vps5sU6ZDA6QUqOVZrtbsooi0ijm8MaQOE69vUJos/o2ly8629Wuj4JxOOGLbus80lTWBb3+PtIUIMEYr8byV9B2ZOj2e2gLWRdsHqx0/jroGGEMrm6IxZyNGHL/8YrTC8euKJBVzsCs6cmKTDcMJ4Io3aNSQ8b9hnF/R1nnGNuE/X9tjTrwUN+J8cchsmI6nfLgwYPOl+mDH/wgURTxS7/0S3z/938/AE+ePOE3f/M3+bEf+zHAAx/L5ZLPfvaz/Ik/8ScA78K9XC5/V++mP8rxtu7mD3/4w/yjf/SP+OQnP8mP/MiPcO/ePX7iJ36Cv/AX/kL3nidPnjzlrXPv3j1+8Rd/kR/6oR/iZ37mZ7h16xY/+ZM/+ZR8brFY8J/9Z/8Zp6enjMdjPvCBD/Av/sW/6C4UeNhtOp3yIz/yIzx58oT3v//9/OIv/uLviDZ9tSGlZJiNqYxX6iipMMZwNn+EMR62L6oc4zxEnxcbL91uaqSOOJjcpK5L+r2QfVPtOL18wHq3pKqLzvTPe8D0grQ2YZ0v2eZrP2GPkiCVrqg3ZwyyMRrBbrtjcDxCYby6y/kMpHW+DOGTEDmHkIpYCjJRI0TsURI8wbOqSxpbYZVFSMmy2HJaCMbaEtPQT3pEUoLMiFUEylHUJVpq9oaHJFHK1kCSjpFU3Hp+xP5JD9NYpPYoQbmzbDcFUgq0UjhtiRRcPs6JYoXOIpTSrLcLhE45iLPAX6i5LCp2tUdsIikZR97AsJcOyastm3LJHgcoIVBCstguWK6ecLloW50ioGhxyF3y22qaGiOaLoE60glVKFx01MM0u+ClotgbHXhCrnNkUY/jyV1i5beZRT68tk2wl230QOBo5OWmyyPb7BbgrPe1ERKHpWkqyqqkXveotpI79/YZH6bMt5fM1hcs1l7eHam4O9YkymiMN5DzSJHp2ll5PkfIyMd9AI015FXOOl9Q1UWIRxBBGq1wTQ3Bs6YxTafgSUJBJqWilwzZGx6yrUqmqwuPSzgfx9I8Vex5v6ZdsaTMa6aL0xDZEoZz1KYkL7ZUdcnZ9IEnKwcysJIarQPp2jniKMKZYMhoDUIJyroE5wue6eoMHBxMTkiTXmgVW5SS1E1F09TsjY6IdOKz6SLFZrcigCtEOiWOepzNzyjKmrzyCwEpFFVj2G4ls/mO2XLJnZs3yBJF0TgaI0mUYldXXCzPONmfcLz/DBfzh75th+fYWGdZbKb0kgF5tQsNu4iiKqgqAzT0Ikfa67NZV9SNIdISAdSmDmaUgZsVUFBjPVrTth+1ithuKoZ937LEWZzTXbHuC8Omu1+82zPdNZdSYKwnawuhQFhMseHo+ICd8Wq5tFqhqzUCQ1P4VpkxDVbsuPvCv8Uzz97icvkqRbnj//ur/9AHCHe3hECriLaoOxgfBwWlZL66xFqLUprh4JBhb8xmO/UeS3VJ1ZSM+nv0syGXiyVFHXF6uWO5XNPrpzx3+5jnbk7QwiN4dV1xOmtz5F5gtr5ktZ1x6/BZGttwPnvkPZ+Cq6gOCs4bB3dJoz7bcosVgjQEzyocm2LFYjPtnMjb+xwVY22fxxcbFsstQgoePHjw9iaXP0Zjs9nwyiuvdP9+7bXX+NznPsf+/j77+/v88A//MH/uz/05bt68yeuvv85f+St/hcPDw67rMh6P+U//0/+U//w//885ODhgf3+fv/yX/zIvvfRSp/J68cUX+TN/5s/w8Y9/nP/uv/vvAC9n/9jHPvavjdgMv4/Iio997GN87GMf+6p/fysZ4Xd8x3fw67/+61/1Mz/+4z/Oj//4j/+u+/7BH/xBfvAHf/D3dJy/0yjKHcutI0sGSDz03LgmcAgq+v09bh+/h6Ip0UEGW9cFpqmpTE2WjRj0JSpMNGqniXRMVRcMshHHe7eDt0qJEJJBb4KxPnZgmI19u0opBN7jY9ibMOxP/MrVC8zYNZZMa4piTVltMdbzTwbpACd8+6AxFZFOu3aGUj6xO9ZxMEPzqqZHdcKsFmSZI4ucF2tb41eYtkF0wiCBVJo07dPka5Sw1LVfhcpEUFNgnUGqjJObB9RNL0xKqiv0NquS5SxndCJw1rLazNE6Zr83IYoSHIJHxZZt4x86UoA1DZsqR6lA5nSOxhq00FTNltniMYvVWVd4tAZsRX1Fbga61a8QPtk90nGQUkucjLCN59J4XoR3Oa7rnE2+ZtQ/IC92FDIP3i0pSkYoWXeFVTvxXOcP1U1JmmT00iHbfIsQMWW5ZjOrMRt47htOEGrN6fyM6fLUTy6BYNsW3XvDI4/M6RTjjDflq0u25Zq69u2ntHfAqiopdxc8vHjVx4h0BYoPkK0DeqlU0pndDXpj5qsz76odFoRRlHCyf4e6qSnXl95PB89HklzxcpxzSBXROEO+nlHXu6cI0e3Ii13wptEonSB1TKxjEBFVnVNWm1D0GpxJ0FL6HK6wrauoCzo12mx1ESwIPLqRRFlwzfZIk2+zxSzWBeudIy8EWkekSY+mcSxWeSgoBpRlwXa3ARL2R0N6WPqH+6w2BZt8xGo9R5LSuJzdrsGZHad7O24ej0mjjLJukRtNpCXjvvfBKasGIYc8uqyZLTWvPZ5zfDDivSf79NKM5WJK1Ri08qnnLeLm0UrVfR9CtEwt2TmZD4cJtt560rK1gWjv1YpKRV1Iqq89WtWY/+609Plw1lqkUpgQ3WJnT+hHKaZpwDY44X/bTeMl/lIqsqzHXl8zHMScLXyBmpdb8nIbolAaIh1zsnebXemtH+qmZLNbEkcZ690cay3D0U2W2ymnF19GCBGI4xXOOXb5irLcsStW3Dh4hkF/zG++UvPg9IKL2YLV5jZf9+w+wtWcTu+zyVeMeuPAWdShtboFHHm5Yb3zbcE06TPu76N0gnXeVEKgGMQx880UIRRFkzNfX7DcTMO10jTWC0dq0+fx5ZInZzOevXvEKLlCLf+oh/XC3T/wNt7O+NVf/VW+8zu/s/t3KwT6i3/xL/KzP/uz/MZv/AY///M/z2Kx4ObNm3znd34nf//v//2nPJd+/Md/HK013//930+e5/zpP/2n+Tt/5+90Hj4Af+/v/T3+0l/6S53669/9d/9dfvqnf/oPcKZ/8PG1h18Cq+0cQ+H9c6x3BLbWIoXgYO82EsfF4gmDrIcR0vuiNBVKaQY97xPihPbERDwqNOxPmAwOQoq7l4iP1ASEoCyLbh9RHKGVX71hLVncI4q8mZipjX+g2YpIOBwyqEdixoMRvaTfFWleOm39jxYb2jyea6Kl8k9TwMoUkLxvpBi4HcZYlpsZSZKhlDf3W4U2zcHkBGcVVVOTxRnWejNHYwyzzRLb1CgliaRPjBfSJ8jHoWW33pQUeUN/P2a5nTMZHDDMRtTOBB8VyZOi5MmuvqLmhgf7xewM03hlUFkV3vBOReCMb90IAQHKVSqhKJ8mMINHorxXiy9Wy7ro+FY+JPMKCl5t512ry9ga4Syz1Rnbasswm3Bj/zn2hyeczu5zsfB+TW1L5XovPo17PrNNR2x3a4Sw9NJDVuWGZ+4dkfUFF7PLzm/H2yAkpEmv8wxqPaP62QgRDPistax2C85nD7FIztyItTDsxTWUM5Q1xJFHtHwXzyFFxLA3QcR9VqszrKlDUSG84SV+Ahpknq+2zjesd77oSaKUfjZhubnEG00qjGvo9w8xTUlRLAMp+emhVEQaAluFjGmcR6tWmyne9Tj13Kd0xHx1HpBF5XlWznX3t7cE8D5XSiofReEMWdZHq4gsmdBLJ1wsHrHcLtnkUNWQV4onpwuc0RwdTlgu/XE2NqUpS5zagFJU8x2xWbG4PAUsMtJkJ8/ypVcfkzjB4dGIppbIvGB4OCEvCl67X5AkEmMd682WvDScHAw4OdL0U0FRG6bzU+bLJb0kpawLFustw7jPcDjh4aM3cFb5IOOmQgjP1WkDTH3kC1ecn/A8AVDCeP/kYFRorOlaTi3RWylN0wSiaJC6t4ozG4od307z35VwBmFKEqVxUlPW7aLHf05KxXA49gHEQjHIxsyby/A7td0CwFqL0prb43tczJ8wX11QNRV5sUYIyfH+TVQ8YLP2Ks+94SE3D+6y3MzJyx39rE/dNNw8fIZBNuLs8RxjDLtdzpPTM4xzDHsayQWbfM3++ASlNJWpSOIeNw7uIgTUdRl4YhGTwQE6yuj1vLloLx3SSzKSRCOFZrFbYZsCYxuKctv9dm8cPIMxNYvtglceVcymS44OBox6FbF452Ixwjf4B97G2xl/6k/9qTdZgVwf/+Sf/JPfdRtpmvJTP/VT/NRP/dRXfc/+/j5/9+/+3bd1bH/U42uy8Bn2xgwGA6SQ7Kqtn3hijVDe5CvRGtMfen5Of8xmt6RuagbZEIlAC0nlHMYJ8mKOlIL90RFp3Pfur1JhbENe+nT2qimI44Q6kDAFgqbx2V97w0O0b8DQGEtRNvSNJYkSZCArp0kPIT152Zjab98Z6rr0BoF4jyBrLXGUEAXVV1HlOOe4lQpS2TCdT8Nk6eW5WfBucQguFo9pTMXNw+cYRaPOPt8TpCv6cUx/tN8ZBFY2mDBWBbI39DySbWgdjvYoTI/j4YAsjnDFmihKWFUFvzXfsjNXK/yeFrjigqLcUrqUXqywVFwun1CUOw4nxyggigae82RyTPiBe86HD+S8nj3k1S4e6q9syy/xCpqrgusqaHWxnpLEGbtqgwO2xZZBUzHOxjx78l7SOOPR5eudO/L1YZ33fomimCjyirXFGQwGPQ4OB6ybFda2HK3Wys57MRnboJRmsZmy3M7CqlRQ1QWHkxOEUJ6AHY05rxyVU+zkCSejQ+5kDmErLuanfv86Ym906KNIpGaYDsA2nM8e+tZWnDHs7TEa7KGlpGoMsZL0U5+9FSnNZre4QmGcJU0GSKXIgxfSaLDPejvvyMW9dIi1xhv/mRrnth2fp/t+05RRf5/pcuon1/BdNNaEydpnog37e6y2M5/LpiJinWCdj4bI4gH3zwumyx1No9jkBmcVl7Ml290W2RSMYgkbTaJTqu2WZrNGSkmDJ7arqkJHV8abzlhGyiKzlO3ZBZtii5QC5Rz5oxXRMCE9mNDUAi0141QxGcasdxUPHuX0shnr7QbbVMiiZDOtUIMhNRGnD2bUTqB066XkEPKapi0UM217xren8PmBzjEYZpTX2uWdOWFojyFaRK5t6V61TD2y1LR3vP8ShMBZ1yFNAknV5N1iz+8HsAYVCWxjWc+23Dx4hmF/wmJ9SVGGnC8Hw/7YF9hCIFUUgnfB2oZRv894eERtLfHoOJiQavIqp5cNWedLalNzOLlBPx3zxumc33zlCaen5xwfHXJ8dEgSR/RSwXJd0B8/w7LaUJkVBkllDImO6SUZwgkmw2PvdJ70KI1hu1vgbMMuXyAwqIDyZHFCIyxKyM72QQiBMTW9bML9S8vZ5X0a55iMMrJ4RVW8q2j7N3V8TRY+CEmW9mlMw3ozp5cN6aUDrHX0khSsYZdvqE3NUOwx7I+ZLs5Y73ymV9ZUfuXSPyBLhiSRf/CUIXSzbkrvJCwVo8EevXTArthQVDnD/sT7AIUJOVLeDr+xhvPzOf1RQj9WOFez3i69H09vjJaK9c7nbfWyAXVTkyXeaK0otwgkkY5IdIISGoEjiQVRVGNNhRQxe6NDnLNcLp5Q1iWRjrhx8AxpnHE4uclifcGkXDMZHKKcDCGJBiklcRQjpcKaqltZCgT9bOAVYuF8Kmt5eZmzBhpR8U3jVm5tWJQN68DtSaSktJb9JCJq4NwmrBrBxDmOEslyM/PBo8arlapySdo7RGGoqy1pnDLsTWgjGUzgjbQRANY8ncLsIHggAQhGfd9eLEsPfb/66LdIoow06XHr4Jg0TCZxlLI3PKI2NRfzx7QmckWZY52hqqsOITmYnGCN48n6kjvPH9AIy+XsAevdPExGBMM6E8i/jiKokoQQlFXhTQgdzFdTekkfp3ucM6ZyAgfUKEprOJs+oqmvcpQiFTFbXdIYw63DZ4lir7g72LvNZHxMlniVhw0p7Iv1BRJvAVCUG59p1RaOMmI0PPZRButLqioU8HUREASLkil5mbIppmTx1QQhhey2489XomXSFY0CiITAhtT6SMde8j/y+3ty+YZv20BHlJ5vCh6dC1557QFxpInjmMjmDE3FIGrY5SXCahq3xgrvjZQFCa9zjqKukFIQR54cjfEmj/OH9zHWkMQKa2tfoIQioZlVlIs8tJAEQvj8rcNbxzRaUxcVcrugXm8C4Vug4pSx6rPZbtnspmjtUDIEkKoooDEN0nnFpRRXq23v1+OPN1I1pvY2BFpFXjAWEJzWeFEGZSo4/zwxhrpui/8W4rlyeiYU21q16E1LCH/aWuDJ40eM9oZsl4qD/QP6eyMORifM5lPOFvcxtuZ477Zvb1tLXeVsdktfyGRDtvk6CDK89YRzsMmXnfhim6/YFRt6yZBIjfl/vnSf84tLxnsTXnrvPWDHajenKKdMBgdsqi317hIVp5wXC5RULG1YtKiIYW+f8WCfsi7Y7WYBFfZcsYPRCXeO7uGc9epHAZfLM5IoDQvRisXmkvmm5rWHS5q6YX9vj71BjXqHfRv/dTg3fy2Pr8nCRwjBZrskS/oM+xOWmxlp2idLhyRSkZstvWyAFD5+oTE1g94EgSQvt16+nQ3IohipYrTQCAmlyIl1zGJ9yfnsEXvjY5yz1E0DQjLsjeklA8oqZ7a6ZNTfo6xKJIqLi5ymrBntJxjTsCt3RDohU72OeKikQiU9mqYm1jHOeUn2dHnO3vCQWCSeJyA9LNw0W5+wXjasy2VAMyp2ZU2kPS8pjlK2+dpzMeqSx5cPiKOUNEpRzrfjkBqc4WLxBCllyHHy0vFWUeSdef31TaVgpB1HsaOyBh2lOGBtPF13oBUvDDQXlWPktlTGUliHEA2mKdm5xmeQSc3901e6SdOaisaUOGeItLcaWG6mXdE16I292eRb8FBaCXsrqT+c3GS5mXrljvPtqyao/Dyp2Se9x1qRRClplJClA59RZR1p0vNp8NYwX58H9U+GbRRVbahtQ6SgcSZMrj7/zVqvtKubiqLyqi7rDITisW6qkMckWaohDzhk2bTMG48WrRpLL95D1lufIK4i0BnWbhE6ozAGzIayKtluL4miBIVkV6xYbGYIocjilPn6Ele4oB3ze5AqZTI6RjrDbPGIpik7Um9Vl769YgxP5jnTWY7UNeOhZq/vIxraogU0zsJyXbPLL6gbjRA+IFbrmGE2ZldaqtpwOndsqyX9rKExlsZ47pKUPtZhs9vy5OGKYSSh2mGXU4z0oSLOOSLtPW2MNTjhJ3MlVcf5UlL49nQr/26vZWgReSL51fWVQnUchVZmbp1AOsvqYoFghXOGqik9AT+0nKLGsdk8YL3yRbiSXPF53NUeWoWmDeTvlk/V/tcar8hqi0jfCmtCG9er2wj7bQubpqmfKjjhqm3W7rtVjLXxFUIo79oeEKWqKWmamt9++bcYDsc8uniNqKcYHYygiKhW3o1+la6Qk4goVl3u1yb4LUVywHY5R6Yl48GE6fKU9W6JkpIkyoh0HFzBLynrlOliSaw1Lz73DN/8wl1eP/1NynJJXnjy9HYzBefIyx1v1drGGnAly808WAQAAmKdsC1WrHZLetke4BDCo9dVXWCdZZCNuXfrRTY5fP713yKJInQUcTQ5RrBmLX7vAa1/0OH4Qyh8/lCO5GtjfE0WPmWZkyTKZzXFGcPeBAtUdcPGbGlsjRKKxvoJKdYp8SAJIYj+31L4VeN6N6OJE7/6aXx2VhplxFEWHjySOIpI4uSpPvnx5BZxnOBqR76pODudcefZMXHsJ8BdvmLY20MEojLWEekk9OI95D1bnbHLt2RpD9M0GN3Q6AbbCKyt2FU1Dy52LFYzoiiiaixn0yVNYxn2LeP+mM1uQ176Vl4v8a26osrDStNgpLfYz0uPTAz7E5+ZZRsEkIRWW2ManBRIHDdjQ08ViLpmVRsORkdsqobHuxrj4CjV3OnHPDOQLJYrLvIVR0oTaUVVVuEhB8bU18i0flXeyufb1W4vHYVJqKKsCpIoJUv6XtZ9rQDaGx5hbIOUnkCdF96ROwpxAAD7o0OKquDJ9A1G/QNGgz2ciaiKNZfLU5bbBc450jgLBaUP0rxcnLHaLjkYHSOEwqkahCOW/jvTUnMwPmGxnrIr1p1j8dPDlx/WGbTqc/f4vTyqJfkix3ENQXEO3Wyo44RURfTjHg2OfpJR5gtWqyfku2kgv9cdIXzRHnOxRQjBzrnub1rFZOnAtzyiCVW5ZrObdvtsAzWtMxRFw66Ei1nBo8dL1tuSF567iTrRJLEMXBXFtrBMp1VAIXwBkMQxSSxw1Ox2U6ram3sOep70fjAZkqUVMszXtVFYF7OrtpSrBbIuiTXooF4SoTBwoSVU1QVaeZ8r2zkYeLRDK18QuWBr4H9HGoRGBsKxQHqPHBHOo0VEhEALECKicaCkV1sJnLcwMAIM2KZAR4LGtOZs/rM2XOvOyDAUK9ZZJA5nbdc+VEoRxQmm9oG/HgnwWYA2PD9a9V5blFVN+ZaTngvoj0dq/eKgRWqj4AfWFltKKmLtkTnTGFbLJYv5zP/ytCJKNb1Rxmg84eGDB0xPvXeLHhI8mApwkKE5OblN42ZUlV8YCOG/hl258SaVOqGoKz7/4A2K3IsJ+mmMlt6qwzmH1hHr7RwhFXuDfSIV47DM19OOr5fEGb10QF7kjPp7gKCuSxpb08+GpHGPbbEmTSeM+vuczx9grPELSBXRz/ZYbB3zVU6apjw5v2RbXCDe+xzf+NzXM5tN3+Kqvjv+TRhfk4VPvzdkkI2x1q/Mm4Cm1HXJptwRSeflycYwW50TR76wcZHn3njTOdetYJabGZGGoiqZrUpGg4zJsE8cZVhboWSPKKhwjDNIJYMMVWCE5exyyf5hRm+YoITgYv6YfjYkS/te8ooIkmBHYergSSLopUPSuO9/7KahrAqqpsLZmPlyxmtnMx6d7zDGkcQJy82G2fwSgePWjWM4doz729DiGzAe7tM0NZFqV5s+CBEBcZZykNzopNM+OFSQRhmVqYgEjPuCaaRJC8f45hFaaoqmoLRg8duLpOB2LyVVfgWaJD0S7Qmy1hq2b8GjkVKRJGOapgBnvAoqHaJVjLUNB+OT0Ebw8mgBwX15DgiG2Zhhf9wFryolaEyO1pZtXhJHGZGO2BUeZnfOsdrNSZf9MHka1rtlcODeJ4t7bIp1x9lp1S4XiycoFbN/8xnSXsbl4jQYEdaczR56ZdVXHdfaHlJzUTu2uyl30oz7haAOkg0nJDu9R4XgILtDoiyJdKFb4Sf/Vu3lJ1Jv6Niqodw1E702DsGEyAYcFEqAlajsBGcbqNcIAVXtmK0grwxFoRiKS77vw/d5+fJ9nC0MDx47lKrI8xrrJHEsmIxA9QrAYVwG9EKB0TAZaVK1pcxhl0tUr8diueH+o23gtUVU9ZbxaB8pa0Rde4NQqULMxLUICOf9bXzL1SMjKrSTWum3dbYL+AU6YnF7nVoisBA+mlcqn6Elwt+9IsvvozIG0+ahNYATpL0IISxl7ZVb7fX1xQ640J65Kr6C52H4bmRwWldaIaTiymiyLVAlLihDrbPB9NBzCXHOW0o4+fR1gS7WQ0rRHYPqCP9esehCy1ErHTy/fFsPfYUa2dKyPs9Znm2IezHjA88uHzUjjzgWBdR9bjz7DKO9EVUBX370MlVd+iMRPsIniTPSKGNXD7iYvs5ml/NNL76PezcOWOVL1vmyowJkic81vHX4XMfnO58/4sH5q16BFveDOabp8hCtVFgs6+2S5WaOEIKFURTbS5pi1vl0Ndbx5cdbTi8/z2Kx5mLuf/cHe3torYl0Qj/7vSXG/2GMPw4+Pv8mja/JwidSEUL6B5qUyidBO0cSpSRxGhKcNUU1QwhHLx2y3i1YbM4Z9gZY5w0LN+WW+XLGZrfleP+AYa+Ps46qMkS6h5YJjZWsypxI5BTFmjTO6GVD/7ATkuXGS9WfuXGE1ILVZk5ebIKNvwptLkNlC5qmBilZLs9RSnvjOaXY5DnL9Zyi2qFVRJruczG3vHJ/wfnZKXdu3WSXG/psGY0jHs1zBAot1xibehmzUBhjETqhdgZtIVExzhn/IJd+Zd00XpkWq8ivzqylrmpsWVHZAhFZVrMdt+7sIwUYGlzlGKcj9hLDfqI4TCFRCbWtGaY9kpPnaZqKs9mjK5nutSGFpJ+kGK1I4kP2Bof00yFpnNKYMqBrKpDKaw+jh0wqHJTVjovFozDB+HylOA5RGtZR1Fs2O++J0hYzbdp8EvcoqxyHV+Sst3M2u+VTx3fdRfpo7wYHe/vUTc7F4rRDnX7noufpYWyN2V0QW4eIhhh3hVwJoO/nRWqnKOqCopyDreEasViEFbFvYxREOiEvN2gdEemYvNihlJ84fThniVM91laRGottVkgReaNBIdhWBa893NFUNeMhHPaXjNOa77j32zzavcCXzw8YZUsqF9NXNS/sv04vygN605r4aSqTEqmSSEnAsCpO+J//9xSdRKSDCTeHPYyovR+WMJxfPsbVktg4dOLdM9t7xFsC+BaWtZ7s7vBtHxmFnKyA5EjhC4YW5SAgO+CQQnTkXCEkSH9fW+uQ0mdg+etkO/TCX2GFNRCn3junqiuPcLTflLiSmINPZRehcOmMNfHXx6NWkoP9AU1AErvvUvoizReNQVUltV+MuautSOlRJtWlvft9abxsu4XSWjGAR2P8IqauS+9ZJaVHzQTX0DR7pRJDUu1qzrYXWATJIEPJhMgJ9k9usb+XgXAs6pK6LXrCLRBFMZPBAUIqlrnkyemUmzdPeOmFW+zKM/LVlrzcYK2hqHaMenvcOHiGUW+fNgg4ihU3Du6GNiWsdkuEhbqpuu91kI1YbuZEUmOtYZ2v2akxqT33juuVN9CUAr702n2OD/b55m98H/vDIVmScO/kCAEdL++dGO9yfN7Z8TVZ+BB8Wqw13rE3SoPSqkIrxXw7xzqf5bVYT8FJBr0RZ9OHJFEPrS1FWRDFffpZnyzN0Dpms8tJkyGNhTk9LncNpXX0Ist7eiClobZeFmuMIx7coN4a+sOIxhYU2xKllfe2yEY0tmG+vgQEaZwFrxS/IqybisV62qmayto780YqwjRb8qrElDnPZTm94jFJElGZmqJxpJHm1o0+t480/WxAmg7Z7FbMN1OKKu9CJu8e3fNIQbWjNhV5UfHlJxsQivfdOWCQxDzeVVhTsdfvk6oYpwpSHSEriLKYVPeRkSBLYm7GMEoTEiGwhAeqs0gB8/Ul6+2ct+pUaxXTWMve6Ji6LjzkvX1CVPoMK7fTbHPPP/Gtpyed6y5AWeWkib9+VeVjFEQhu4kvjiIGw8NwXb0L9DZfe1+YbELfVOT5KsQePP1A9M9aidIR49ER4+EBuJrl6pyi+P35gGgVsRMJj21EvasYK1BCsGsMqRJMmhmu3qBshTVtm6NV/tCtVje7ZUfoLisf6ukAQqSBdRYnU4jH1LpP5TRpvSBuFr6IciXWQm1gWzju7T3g7qHh9njGtDgiigRKwb3Rqzw7fAXnvKIOIXzBfPWDAyBSDiU3AQkJ/jx6g7WaurDYeoqb+ZaxtY4o0exHEisVdQTgixGPIEhipcOk7DwvSqhQ6NTIwJ0RAAHhaBpfmBBab9YFeTbWK8DCxG+sL2u815W4akuF+8VvV+CMQEYy8IHsU0iLwAXRVpCny6uk9gAjXhUzgWOTZhG28rEiooWK8Askb9HgXSpEeN0Y07VupfTaUOtaywURUKRw7tbgrA1hx/ZKYXhdaWgbHApHjTV1x5H6yiGD4/T560/QWtHf6xOlCbVbUNUjsrgPzqCilKbOUVKzNzzCYSmrnNrUnsMjII1jHwVSn1HWeUC3RMi4O2EQjEE9sVszSPaoqxnGVh1h/GB8gpYRy+2sK2r2hgfk5Y683GJkjLP+uNMk42L+hOP9Zylqf0GHwz7feO+EZ4+PKaodtVmz2m2Zrc/f1u/2DzLeLXze2fE1Wfjsig2DQR/nbMgT8s65UkVgvQIk1Rm1aYhCgbTe+kmkKEsSUoSwNE1DXhYMe3ukcR8l++TG8biRzCoPR8dKsp8k9JKIuqxozI5tvgFizhcrptM5k2PFpqjJ0j6R9vENUsggH/VIlJCS5WbKerfkZP82/WzEbHVBpCLyctsRgIsqh7ogVrDfc5SFpayu1B+l04jeHkJmZGnmEYPqgqLcUJRBQqtjBBMf7mgUZVXxaPo685Xg8cWGoqx4dPYQZy2DyT5uckBWNuxrh6gNe3spdVWhtCSNUqyDojFIk9NXqbeEtA3GeVfkvCqpqrzzDPLOwC1xNUErTVXt0PKYZbFmsb5ACLhxeJvGWS6D2soYHyzpwrkaa5AqJkt67I1GFGXJNt8S65Qo9pyWftonihIG6RBnSx6cfplducUJjTMNZjvjxv4dDkfHKKm4XDzhfPEYax22kYgqpZcecny8z6DvnZVnizMuF6dYZ4NqqecNLU11Dfm5KmZbxAggjfvoeMjaOPrNAlVegvOxDiMhfaaaaxDO4hBdm+1q3Q9KSopy13F4jDUYTOfpYq0hiVJMNOBCHJDoiBsJXBYV+9qS1wITUA0pBLlxFNucP/XMKUksUcpxo38azsIfhxQCqdo8EzBfCdyJ9tiueCWrYsL//fLQoxJSdW/0HBZHUzdQ+wlLaxEKZddt7vo5+3a1CxwfT951nVzcf9YFtKgl87YeRwiwpkU2/Hb9523XPrhexCnpjfGq2pAmvhVc1gXGtEgUofgLNG+pu6LHF0UCETg6qivWBEpGviUkVMsuuvqEcF1rsuX7uIAUtS09ISU4QdOY4Art91s3ZWeeeMVd+sovx3nOEzzVLgM65/K2iGs5ShJFFCtwNWnao6p3TJcXHO8p9oYHGCc5v3iFqinZ5Ev62QitI++jZjR3bx2xWK740kPL8ahESI+0Rzrm1uGzHE9ue15ld19H9NMxRVVgbMwwmyCRjAf7aClJo4TTxWPKakesE78QzI7Y2AHD6gGHkxtI6TMSt7sFk6zPsJcxmy+5WGyJ9ZTGGNabx0RasFyueHf8mzm+JgufduRBBp5EKc4nEmFlxKjvyXRlE9yQlaJpam4ePONXzdaSpgOkECTDDKFTEJosyaiLJftsuDHo048ivyo1Fc5GSD0B48iyDCl6XE4vKc2WyimG8U3PWXEN1iqQrerEoyO2qYl0TFnlXMwfczC+wXiwx2oz88RCIEt6FFVBrGO0tOwOJ8w2c5qqREiJszVG9Lj3zAQt1zy5eIKSgl42JI1S6qZklHpp/8H4xLcAIktPDlCLQy6Xl8wvl/RHA1argsY4ZssH3KpzmlhwaRvUesDGbnl9OUOpGB1HZIlC640nJzdbDkZH6Cj2/AvThHyliIPxSciUaihKjzJFKqIK5pGL9YXPInKWo/EJ4/6Ebb4j1inT9bknRUrteSA6IZKRd71tGi7nM6SKGfTGICRVtWWXr1jvEoSMSLREOcu22DAZ7HsUbDtjuZlxuXjCaLDPMBv5CSusyGW5z7PPPMdoOMDFNQrDdHHGdOlDVMeDA473bjPsjSgqL5u/mD/pUJiT/busttOA6nmkZzw8Yrmdok2DaMqgDlL00hF5saGxV22vJMlQQrMtVlzDGbrwVBUmXBtQQSk8z0PpmDgekicnxJsZg3pDXTTEIiVvNk+1G52NWK4rXLlCKocQNiAmXM2foW1jrUOHcNavHFKowN3wyIXD8cU3Rjw5g7as8BJvT/6tTUXredOqnppwLaSUHnlr6oCk0LWOjfUtHGnlFR/IWmpTPeUQTTh8JWU4PhnQHRsupS85ZEBkWh8mrbyBYFkYkM7/XpvrrUyvHoKrAqr17WmPUekrg9HrppB1bYhGfZpy173a/l0KiZN0URRcewd4ewkf7+G6a+mApikDH6kt2MRThXY72uw7f1gSJ1Vo+UfEUUqXL9bu08ELz7+IPjBsQnRKaSry8gFaKfYnN8nSPr1sRLOZhswvw7A3oZcOEWLDcGCZzrbMF5penDDqG/YGhxzt3aKXDkjjXkesb48RvPoyL3fsDY64dfAcIrTwtsWOw/EN8nLHtliTJQOm1vMARbNjVzb0sxHj/j6Xyyf0spTbN4/5/Bdf5bP/6hVu3TgijmMOBxWDnvTWEu/Q+NdhYPi1PL4mC59YJyQ6QWca4wyVKX2Cddwni3veE6LcBIm2h7ujKCVLfLijloo0GWBxnkzsDGW1DhNTQbHdkPT3kHpMVVU8PHsVEByOb7I3OCTLBmzrmsFwiN0CVYGCsNIT1LZG4SWcQvrVnnPeJXdvdERVF0yXPsJhFzKjlNQcjm+w3i2RQlE2Of/W199heucev/nrv0azPCd3MeO7+4wHNeNeghJDJsNDdsFxdX903HlxnE4fEMc+Y6loUr50f8GTJxfssyHJc4ZK42LNRT3g9dcv0UoRa4kWFWbpWwdSN1SF5Oioz63DLWnSp0hHbIsNfTHAOcfZ9CHz9SVCSPrZkOM9H4A3XV0yXZ4zGRxwNLlF2RQIJJPBAVVTelmuSNkbDHzqvbMs1pcdgjfIRjTOUVfe4dmj2pKyXPlJWEVeHdImiId7QytN1ZRM4n0EE4SQLLcz1ruFl/nHGWncI1IDijJj7zDzsQCmYLWec7k4DShPys3Du+wPj2lsQz9wsvrZkMcX99kVay4Wj59afAupMdZRNxWxjmnqvCPE5sXmTRNWXVeU7ulcLb8dv7KXEoSKSIMKrw2arEMautmtGdjC379CIERO4yxeraTppUMWG8tivuRDd56gZduCCeob0RYJLY3XBSWZn6S6U2sRBCtCK0ZgXcSr9w0C3aXLu6YM3BXT8TU8fu9bOdE1ArKwBtOpunwlZpzBmJBxJkGLyJNrncW0pGZCCwgZpO8B4aD1gPKO6Nb66wBXkRpaabSMaOqAHGnXFbEi5LS17uJCCB8d4WxXQHUxFa5tkYILSA541On8fM3RQdrl8kF7iSVSOkChlMYYHzejlPJIUUCzRCAzi0DIbkxFG4/i76VAug4tshYFss56hFeqsPjyrT3vKv70NGGdZbJ3yJ3n7/Bo+WWSOKNqKmKdIoTgdPqA88UZWf8IJ3RwXpbkRd6p0XSjuXOkyQvJdlOT15KJ8JYRR+ObgXz+9ERurWG5nVPUOUeTGx6ll1eGO/ujE4TwiP7Z/BHTSvCwjuhRIvHcqPV2yaA3ZJBNqJo1++OM/f19dtsNgyzlW977HLviMWW9Y7uZ8U6Nd1td7+z4mix8Xnm0wIiUG/tDmqpms1uyK9boyS2yuM9iM+N09oDjvdve7CpKSa4RoCtrqR24ekdRbrucpDTpkaoh+zd9iOl6u0AIwbA/Yb665MHFK9Rmx4m8SxoPcFmCOXHMHpVsVjX68IoXkZc7dvkarRVJlCFUhpJDimsy7bzcdSux/dERcZQxHkou52ekSY9Rf0JtFmSjPsu1Rk2eYbOruJiDMSUHw6ibqPrpgOV2xmIz5dbhs7QmhReLU+6fS87OZwztjFg1ZFoipH/wPj9KsXpEUzc4Yalq7xpbolmsK3a7NeOxwRpPQNzkO1ZFwV5VUBerzndHCOkTyYWhaWom/WOfHt7fY9Q/8C7HoS2glaafDFjlC5bbGZPBPjcPnvHXrFiFxOwEZ/IuTFHJYLhmKuIkpqzeOhnd8zwUkYZI90jjhMaUrLZLimrXee/EuqE0BeeXCQeHE3a7S85np56ngONgdEwW9Smbopvsm8abUrZy5DZvqB3OGvLCB9faxhtF6iC3r82b1W6tIkfrIOEWCucESgpsU1E3BcJUvPmTfnQOwkF6rYLsWQpFGvfoJWOmq4JvvvUKt/Z2RFp7/NE5T4w2Lqy2xRVZ12vXu1YN4Vzb0FXvHCz48pPb3Dyp6WWG07OUKBLMFlfhpa3SyX8nBi2uOExSePdiKxzGts0jrooe6NrY1z16Wk6Nvyf8e64b+UnR8mTwfLFgB9AG3moZURYNTdOgY3zRoSLfpnI2EIabq+n6qZko2BW0HCXABgRIBFTjim8jOn5N+9pXImwiKNw8gbnx3kMhzqK9HjZ4a8Xa53DV7fGFQsgHG/ti1TYWnAU0rQz+qqkYdhuusbWW977nRQ4Pj0n7CZeLJzyevoG13rTQWEPVrDFNyd7BM+w2l2ilGWZjzhePOvVdHPW5fbzPb61PeXK+YJDdYrGN2RUN882O1S7n1sEe+6M+AJtiyfniUUAEa76iLkIrHRYHjqJpeKNUlM4xskuUcAyyIcP+PmW5pWlK9kZ3eO30nKapOTw85P3P3eXO4T7zjWWTL9hs3jkfn3fHOzu+Jguff/WlB8y2NR9+8S4HI6+yss7Sz0ae0GgN+6NjoijG4Zguz6jqIiiJepRNyTZfYZqaOE4Y9ve82ZpzVFXBg7Mv0zQVjWkY9fdI4pSTgzuczx5Rm5JHl68z7E2YjE7Y6yekd495/GCGkorRXsZ6s2C+vqSocga9Eb1kgAzma1L6QmhbrOgs6IUMCi/NbH2GEIKTvbsgBEUxIxkMkcmQgwGUZsDlxYY8d5SVYlfkTAYTtkGePe7v4b1qeugowRFzNr+kV10iTYGKFFVTopXPHHPFCtwK6TwEr2qLE5ZMQCIs88GEvJQ8mfWI0wyteoxjaObnmHpDrDVZOgDXPlT9JNDv+cwgrTTz9TlxHNOLh9R1TV7vUEIyX19yuXjCxfwJjfGGgHEy9DwGKRkme5zs9VFSkyV9pstzHk9fx8kU69668AE/bdRNTd0smK+2gZN17e9CYhrHqLfHeLJPns94dP4AnKCfjYh1wsH4hDQ4aze2Ia82nE0fM108CW1H+xRHBQLBlMBv4orE+uaix8PicZQSqwSEwwCY2suhnUPEWVAafUXSuo6DrP9pjgwCPwEbOg7McrthsZHcHS19i6Y12LGu41EBWHvlCdSSdX2Ypu6CNWu8pNsJb0z49Xcf856bNVpr4pc8UvC5V17gX32+pKYMramrbTZN7VtaIXVeBIKtFAJaYm8omNqWThOKkPY6gi8uvAIouP+Gc2iPM+wwoL3+35GKfQxM4xGlJNPBS6stWDyKEquYmmvZW2370VlMy10KwasitP2MMx4lci6Qzx2NS7DG59tFOgbHU1EiEt96a80PjTE0rglIj+r2G0dJJ62XXJkoOme7Ah/nVXBX95W/psbR/ca7+9NZTN3wdS9+E889/xxR7F23B9mIyfDQc9pUxCZfMV9fUJgGLWTHHfQopMJZQ+MsTbMjixvu3hzz8MmCL756xqPzHV94/Yyi8kKE44MDvuW9zzAZakqzoZ/1SaM+k/7BU4hQx2Fyltn6guXmglgfAxVJNcMGDyBjDQfjY/q9fV493XL/4SnjYZ8/8f73MerD+eIRp7OHlFXe/Q7eifEu4vPOjq/Jwuc3f+sLpFmfXVkzNgkCTS+bUNSVdzOOE0zRsN4uGAQPmNXWsd4t2BWbEBAK/d6IJE7Z7JYUVeFjKoRPTh8P9pFCkSQZ690CF9AiJRMGvRGb7crLqnXCqJ+gbx1zfjFjOOmzNzwMklVfXLlAllTKIx67UKTEAdIWeBfXstr67Jl0SBRn4WHQZ7MtUfUGN82JsewP95huFFVl2IxgXeT0koyybpDiEpjRS8ZIHXG5bNhsDY1I6WtDpCOc80hDU9c44a4e5K7BYZAiIoo0zjqGKmJRNSyXG5ICBuaSS1FRNzVJrEh1DdIx6MUkkXdJHvUm7IoN0+WZl2QryYg9rBM8vjxltpqzKzbBs0hRNTOSOGY0nIApSOOIW/t3OBgdd6v78/kjltsZWmc0oZCQYZIQUj2VOr7eLX0eWVNQVsXT0mIh2B+dIMs9hnsjymrFdH5G3TQcjm8wHu4xyIbBANK3YnbFmrPZQ+rgfJzGGZt89SaOqQ+lva4Yc0/ng8nIb1dFRFKhcGyL1VPcFYefkIe9CUk0YhYkxUop4kgj0NRNST8bU9b51fadR5x8sRlR1jm7cktj/D3max4bCp6AFoU2SYuK+MqE4FElQ1tDhlRu/74W8Qm3dHfU2+qYV+/7VbzWsc+ma6pOQg4uJFg3iNavpCUvu6sWmG8j2af4DqJDoNrWjgk0HusNA0NIqr+fTMdB8g7OPnDYOktVNUgdZOo87XiN835IoToL7TsLrRIs8H3aa+KswToTWkq2MyfEeWQU64n/LXfoOuHYGIMIXkzOx5B3yqf2ejam6V6v38LJHJyPSgnfatduuy6/58qPCHzB+p3f9b1M9g9wAvKd5+30+31O9u50Wz4c3+RgfINHs/uUjXcuj1TMrlj750dbMAKHkwMOJgnjwZjXHl5yen5xdT1Nw+V0yWTU5yN799BasXNe5q6kpmoKtIxCAerYFmtW2zmr7Qxsw0Q56mYHpiTtjaiqiqap2ezWXG4kv/GFRxRlxfuef5b3P3eHWGvm6wtWuzlllYN556bHdwufd3Z8TRY+CDjc6xGpisY6tE5wpsDZhqa2XC4vOZwcMdIJVeU9clSAlbWOyNIBq82M9W7JbHXupc8tCVcqhr0xR5NbWByPzl9lW6xJdIp1hl46IIkydnLD2fwxBu29LWzSEReTKKYfUKi6KamqCusKH1sRevc2tATSpM/+6JhBNmK1vWBvtM+odxhM6wxC9llcvMxIghQO5wxqdcnJ3glbt8dyueONB2cM+n3vUWRhm2+p6xU60kwmY4q8QNUb0n6CVpLGGL/KxwUliyOOEs8hUQ6w1LVBSkfPLMnSHpWzVMLx6utnWOsJoHlZMMhSDg8OiY8NTeyN/lrX1l25pmoqhIg5nZ4xHtzit+8vWG7OaOoKa2KMMay3BbduJvSzklE24L133k8/GXYr8tVuzuXKc2925RZrG8C3IBtTe4L1tcmhVcG0vAh3zR8njlIm/WOWW4sjZ7W+YLVdePO3JCWJM4pyiXOS+XrJqDfhfP6I9W6B1lGII9m+6SElVUSa7bHbXgRqy7ViS8boOPNtIFMHRdyVx8rTw7dHGmO6VavDkUQJaaqxBqpak5fbjryqZERtSiKlMVJh8XJxJSv2exsiWeJc1HF32n20v6UugDPsi5YkjOemtTlqkY7ROr6SlQNN41svmT7lz36H5bfeuMfnXnaBX5L48NMwMXcFC9A1jNoXBD6I89q1a1fsLpBqLK4rknC2y5/r3udaSbpv+0U68WRg46ir0DaKApma6z48HrRpTHNlhgiYUAsqIT1JXemrciwUbJ1CSiik9oVvJGSHHGF9waGUQtgrPk6kfNhoq7ZSQoUCz6NHTTA69X5EvnjR6ioeQwjZ3fPXEbH2fnE4qqbsWmMyODv/2q/+Cn/iI9+Olgecn54yGo/o9/uhMPOGr4vNlG2xJo4S0nhAv7dPUfjInNZMUwhJEvexTlI1W47GguPJLda7Iyb9AbXT/P9+/WXuP3zE4+mSB7M177lxQF7s2OargGb5Its7X4dtRhlSaoxMWFtFUkxJo4y94RFVVfj2pM44u5yzWm25eeOYr3/uDmkQW5T11ULnq7XD3x1//MfXZOETxxFxHPsWlVCUxQKAoqkZD/bQOma12xBHBokliVPyYkPd+GDP7W4FQpAlPaq6YNDfJ036VFWJDaqS9W5JUa87V9FIxySJb6sVVYFSEKseBsko6zGrKqzwKpHGBQKgjtjka4q6YLNb0k+H7ArfdhFCEkcpt4+f7xxdJR4W947Ghk1Zcf98SWKLkBoPgsg//NYzRnqDkYrJARA1lHWJsgXHwwRnSmqr2e0K1vNzTjTBdK7lJ5jAE9BBnWXCyt8vcqWDurEo5VBVTmRqIl3y3ERjG4OQlkZmLIqI07MpWTqmlzakccbl4oyyrllsDLXJWW+LsPp/yGpdsN7mRKJgfwiJBBcn7HYFm1zy4jP3GKTjbvXbZkxpFbPYTBFcyXm9k7Gjl/b9uejIOzQHW//98TE4x2IzowneNyd7txgP9licz5jOTtk2M+IoZjLYY5D1WK2nGGtDNMWK2eq8i47wLraA+cpiBc8fk4JdKLKkipHBjVariLrOvZNyKAJaJ+8qkLP9PaHA+dRzjyY0OKx3tbVgGgLP46qNE0cxsU5pdiXCOZxpsEERpHXMOh8GLoxFGh/WKYQg0Gw850Z6mfxXkq+vIyJCSLSO/AJCaUxdBu6PDYVaTW1q7h5P0fqAuq7ppQW//C99Tpa/RO7aFukmfRlyuZ5u3rWSdNe1b5RQHpWBIHmXOOu81D9YSLSB5tY5iqICJwOfRqITvNorFFvWOWxwfpeBhN4iStY5JF415tEt3X5J/v4KKiuEj1+xpunuWSdapVnL9bm6pm1rzlxr62npETJPmL46Xx/LodBEKBkQOCevHKnDtpy54kFppXwAKlwzOfSFbi0kIt/xK//H/877v+kDbJY7hnsDLpee25aX3vumRQEnwUtnODjEmBJcw2R4TFHlGNOQJEOqaoMAGmupzQbrKvIqZTK4w83jfe4/fMSjx49RUhBrSarB2jyITEKrryN099gVW6arc1b0qCJF6nxOYlHlFOWWfjqgqSTbwns2DQd9Un01DR6Ob1A3FefzR5wXp2/+nf4RjXedm9/Z8TVZ+PR7fZxxFPmajdmSJT2GvQlFCBk9Hh9xNj+lkRHOGfJ8zjZf00v64UErGWV7zDdTyqamH6WA42B0wHIzpW58tMVq6+XXB6MbPsjTedn2Yj1l1BuDTsg8cs4oS9mxxVpF4yCOU++yqyJ2xYZEp2xyT4ztJQMaW3sfmDonTfqePNibsN4t2eQr32or4fLyVbTZoWOFgC68UQgBtsFWO6RzaFUig7Qc6SX8wniH6kHqiIRCSgI5kyArVmElbTv1ijEGYQWRlijlV/TW+gnKViWiypGtv4mDCYq1y9gV+1SmweQVT+YxtXFczAynZxccTHpUVcNmW3B7aNhLaqQzyLLw3IpsjzcWFZPxhLJOmK427A37KCkpq4L1bs7e4JA0ylhsp8zXFz6upKnoJQOGvQmxTkB4G3/PSTAsNzOSZECvt88uX6KlZG94hNYRTjuWyzWDcYZSmkFvzK7I2RZrhNCstsuO0Pt7GVGUcrJ3E60dZd0Eoq7nrVTVLhQ9V8M6+xRKBXTIlA1+NMZ6HkmDR68govqK1h2I0Arx7VIfxLqiMTVFEbHeOEzWtlGuc4+us239kIF/056zsQatVEDOglyaq7bM1XGErDdnSdQZz59cdu27D7x0xK/+v6k/0qCc6vxskIHj0nSokFdT6W7//nOe2ySQOBOQjVZJFo43EnFHDK7qAlP7oiVKNEIK70JuG3/uLcIUeDmt2WHLb5LC4UQg1AcECRGUWaFiFLJtzfnC1klfuAkhcE3dFXRdyKkAZ0VoZcqO4CyQnULrepEppMKGdhnSoyGdY3T7m7UWpWTnedW2t3xxGnXvbyXwtjJYbRB1wf/1f/0Lnnvve/jy45c7p20TkNQ4Sjia3GSbr9nkS7SKGQ4OUUrR0wl5VdHYmnJ9xt7oyNtX7BYIoRA4inID/R3P3jzkjZMTvvTlV5nOl2w2W565ecTX376BQHjhgG3QKkYaRV5tma7OfCZf7LMS06SPrXOapvG/9f4+WTzm5kFBvit49bX7SARpHHMyGaFVxM2DuyRRRlW8VYvwj2ZcUd7/YNt4d/zexttmbz169Ij/6D/6jzg4OKDX6/HN3/zN/Nqv/drv+Jl//s//OR/84AdJ05Tnn3+ev/k3/+ZTf/9bf+tv8e3f/u3s7e2xt7fHd33Xd/HZz372qff88A//MK2nR/vfGzduvN3D98M6dmXBG+ePqY2Hctu07KLe0ZgN+8MJ497YPyis5WB8EqBq7/szXZ0zX02JVcSkN0ELQdWU1E3FZHDEyd5dbh8+z8nebZI4pQwZSlpFnBzcYTg4JNExdV0yW0+xWhHFMZnOUDZCOu3bY9Y/DPvZgCzpsz8+Zjw8oJ8NUVKxWE9pTMV6u6BxnpfiDfNKdkVJU6w9t0L5jJ72QdyGPHoliCbSEUkUdcodnEVJgTAlmXYe4g9weesP4z0+EpI4I4mya2qZawobYbEu+IiICCXiwK3xbQDhDJkoyfOSiwW88mjLGw9mnJ6umD55yEHcMGpmHGcFz/Ry+i6npzX9JCOLU9I4QZVrJv0Rrz+Y8Y//j/+b//lf/jqvn11iA6/qztELHE5ucLx3M6ik/G0gpWTQG2Ntw+PLN7h/+gpFteu4FGWVs1pfst5c0jQlaTZB6ZiyrinzEkRD1ZTsijXLzYJtvkWrxBPfv8JU8HcaUir2hyeM+hMORweeY1NuyHcLimIVWnN+tBNcY6q33L5zUNZwOq15Mo2oGv8pL8GPiHVEGvdCAUxXOHjPG411GY4xRRVzuap48ORh53XTkXPldamx57Rc54a0cptWcejvg3B84Xzbe8X7z3iibqST0IJp/PuU5uvurv3+pLzaRidxVwG1uCqg2vJMKU2sY99uiTzJ3EdWtEVRSFBXPrKmbfEIAdb4YiNKI5RWQRFoOkSm5dXVTRV8qMwVoTmQun0Li058oKQOCI8/f+GJQhB+U5H2ROIsTcNvMSNSsZ/Ug/z+ejCpxT3NawrH7sL1kWGfV9fr6vUOeWuvo5LX0FtfCCrp+XZp7HPsPJbkg4NrU9OYhk01Y7tZd47ysU7DAmxMHKVcLp4w7I1pTMV8eYpzEovCmJJhb+DJ+VHGnaN73D15D7cPn+XG/i32R/4Zd+/kkA9+49fx//nIh0nimC+/fp9f+43f5rNfeI0vP5nSWINxlifTB7xx/iXOZg/ZFmukkGTCMEpihv0D9vfvMRkcUjUVs+U5RbXm65854Phwj7ppOL+YMlttut+XEJLD8Qn3br74e/r9vjv++I23hfjM53O+7du+je/8zu/kf/1f/1eOj4/58pe/zGQy+aqfee211/h3/p1/h49//OP83b/7d/k//8//kx/8wR/k6OiIP/fn/hwAv/zLv8yf//N/nm/91m8lTVN+7Md+jO/+7u/m5Zdf5vbt2922vvEbv5F/9s/+WfdvbxX/9sfBwYTX3nhC3dwgjjQw6yYDa2GT51R1hVBb8mJLLx0EhENTNA01JdPVJcPe0CMJScZ4sE9ZF/TTAfvDEw9xS9lxGHblJiSZexXKrlj5FW6cIZSiocFpQRJpnHA0RiIljPsT8sr3s7WOKCuv0olUTFnnrHdLlpsZOEiTjJP9O/TSAUVVIESFFt5b15gGEaVISZcGDS3BVITEY0IbJfYpxkohAlqjpQ5vFsHETXcP2TbosvUMgcBPcFehkp4U7Q30XGMhtJyUgOF4xLos+e1XVtS15WSk0HHCQVqTuBxtFar0BFnvSHtl84+DWEmGbClUyuXllPV6wxu3bvLs8QFKSoyrKMo1Zd14bktARoxp2ORL9gaHIeT0rUmg1jZoHbPfH1OWjumTBWU1haihbvyEU4c26eXiSZcu/7sNKTWjwSF7gyPGw0NsY8nLhqJYP3UsLcnWBcn0U9sQMhBqnW/P1JazmQ28rRR3K6bXQNE0RFGEknsM45hYr1js1kxXMXVtQ0tWsSly8qKiqRVNueG7X3yDXgaqJTRz9b/OtROxDwC98sqhe5/jKlTTdSgFnVrIBpKvFl6KLYSgqk3HfdGyZjSE7Vb5bDVc+JvFWB9NcaWuch1C0Qa0+nvRUFfVNQQoFF8yQqnWBbkl8zpwkijWgUPiUMJdtdSc6/LNfCux1diJazWfCEWH9z26Tjq+ruZrW3HtQg4c/X6GouzO56p55ULx5c/dWYMTwrsHSIl08qoQbgtUJ7vWXnvuQV/mSexRHFi10PpF1UHh1abcN8YHvLaqVY+U+UK8KS1WCFxcd69Nhoc455itLlBKczy5jVYx98++xMX0dY4PnkXgn2uH42PKugQh6Gd92gu42q4QUjLq9/j2l76O6fIWzx4f8eByym994UvMVmsulxteuHlCpP33+Ojiy9SND2yNdYwxG27rHCt73C8lxzpi3DesdwvKKufO8S3ec9vy8hdfoY1vae9ZLX1R3k/fyZDSd8nN7+R4W4XPf/1f/9fcvXuXv/23/3b32nPPPfc7fuZv/s2/yTPPPMNP/MRPAPDiiy/yq7/6q/yNv/E3usLn7/29v/fUZ/7W3/pb/IN/8A/43/63/43/5D/5T64OVuvfP8pzbXzDe+7y2pM5r7x6H9M0fP1zE+4cxWRpzweQRj2USpguL3BIrEyIk4xxbw9nfEZWoiOOJzcZ9iZoqYlURBKlaBmxzVdYDLtqhwjkziQZMeyNKKsd8+UZ1hlG/T2y/sQbFzpLfDxEaUVRLTFOYkyEFZIsuETnlY9baLkBVV2yPz7BGs8jsliElOTVjsfTOS+/PmW+KRkBWgkIEl6hgv2/DTA8hBZCG3RIJ9e11tA0bdHhvUKk8BNESxptR0savW53DxZrHLVzKB0jlUAYhXAmwP+CQTWn3x8wjiW6qlC2QNZbhJZBmeILpUgJjKkpa9+6AElZN5RVTWPW9IUmlZLs8OtIQ01cNyV5uaY2Bevdhm1+ZUPfElurpuRwfIPT2UMgcGoCL6cdsY4RKqIxFZW6xCTzwBeCfjpmV3gDy7dW0Lx5xFHK4eQGR+NbPpneWS6W55wvztgV26eOcZiNSeKsc3gGOqn/eHhAlgyomorT6SXn8wXb1ZaPvHfK//3qhItphlISrQxRZHHWf0eRFkiZsVyuMNYSRZqiWJGXJeOBZDxWvHjrNW4MVqHooSs6Qp/n2vXxfj7CXgX/Ar7YxU/wLSnXgz9eau7jRQAXIicCUiKFl4uv8ojP/KtD1htwtgn3prxS44mrFo1WqttH+1/hvEqtfb0tMFpvp3AatG07b1MQiiPVCuGvhaIiEFJgLFe5Z9C1uMKl8L+lluQcuDb+T4EfF/59/Vp5FEmitcLW/jqZQBBvi8D2etvQQiSQza01WEz3HiW1R8KEQAlNq37zxb33ClNKh+/wOivKIqUvflqvH2ONXzSFFp0J3kBCQFM0xJOE+tr5GOPzD6u65GB8Qj8dAYLT6X2qpgwu7DGPL94gjhI2uxWD3ph+NqKqC7bljloPme4qHDN6OiWJGl66d0Q/Tbj/8DGbzZayLimbxqPUKqIOKOF4sE9jaqbLM2bLU7J0yNBA41J2dkttKnbFJqhfIw7394mkRKur5sdbiwb+iMcfQuHzbq/r9z7eVuHzj//xP+Z7vud7+L7v+z7++T//59y+fZsf/MEf5OMf//hX/cxnPvMZvvu7v/up177ne76Hn/u5n6Oua6IoetNndrsddV2zv7//1Otf+tKXuHXrFkmS8Cf/5J/kU5/6FM8///xX3XdZlpTlFflztfKT3tfdnRCnEQ97Pd54+JCyrlA6486B6OB/KSSj3hCtY6x1KFuzWJ+jpGbS3+PmwR2G2SSsXmOcgySSnC0eMls/Jo5jqqpGCs+90Sqmtg3LzSX9ZEhj/UqqMQ3rYuHzwZIxlTE0TYMBpDUUTU3tQAnQUtGLe5jgRNtPE6IWnnawLpZsdiu0iigKx+V0jdmcEw+irk/v84BCm0td5f+0N4KjJUq3kmOJCPEZxniOg1RRWLkHae815YhQCoUOHBSv4EAIGmu814+zCOnA+nTutj3BdkXi7Xc8pyK0MFwgkILnFRnn5b5VY2iMoKyCv4lQRJNjXvq6b+DG4R7PHB/QmJLFdhrQLMF8ffkUAbfNUCrrgjwgD5FOfGZYaTCBhNxL+tw+fp406qEcGJE/1WYyzjAZHLArN29pNPiVfBitNKPhUUAwbOC8KP9Aboqn3hvrmMnoCJwjD+aVQggORifeMyhKwMF0tebB+Ybz0xXf842vczTcYtU+n79fU9OQRDXKVpSVZlOAko5IKp45uKS0HiF86bkpt/fWZKpACNu1Rlqkr3Uyvh5yCS3JWHpeV5BZtxMk1yZ7YxukiGls45WJ12X4gfztUZoQwCkkT86uii4lrtpUvuV6LfgzFKzGmpCJFkwQReDw6AgldUBOwj0uro6vDU01jUVpFQowX2C2URatQWOLKnXqMueQUgRZ/JU3EC7cJUJcKajCs6Vp0947Px7XqYpoPYvC9ZPqqrXY8vSk1J5vF36XSqpQqLQxMCK0qKTPIHQWx1VR1BVfwU9ICIFpGrSO0FpetSihQ7r8b5wOCVvM5uzfPEDbGKE9Ir0r1p2y9eb+M8RRQlHnRDrxbeHNJf3BMUrFwR2/YbY6Z76+xDnrvdLElsV8wXohGPZGGNtwY+8uz5zs89FveT9f+PIbfP6V++go4gPvuYs1O5SMKKotabzHaufRvf3eCGsMiatxdY4IrTghw7k5i1YKYyzGPH0/X28rvhPjXXLzOzveVuHz6quv8rM/+7N84hOf4K/8lb/CZz/7Wf7SX/pLJEnyFDJzfZyennJycvLUaycnJzRNw+XlJTdv3nzTZ/6L/+K/4Pbt23zXd31X99qf/JN/kp//+Z/nfe97H2dnZ/zoj/4o3/qt38rLL7/MwcHBW+77v/qv/iv++l//62963ZiSWO1IEkuWJEgRsd7WNBMZJOUNadKjl448pC4amqaml/TJ0j5ZMmTc22dbrMnLDWmc+agIqVht5zgH1jjSuI8QjqouuJifkiQ99kfHXrIqE5yzrNZTIh1T1w1K5ZSmIQmExqrKsdZL4Ju6QUnJutiQNxXSOdJkQKotzhlSnfi8nDqnqiXj4ZBhKhCRlxEr1apNrLdvD1wfKcXVKh7oluDdilUioSNx1s11C/yAFklBfK0NYq2lrIvu70p6h9uWlCmVwpogLw4PfCEEkRJdjXC14hJhEnh6OdM0lqKykGXs3XoPN47G9FLL3aMBkXa88eTzLLb+2koh2RZrH+B6bQghaEJ8Q7ddU7PeXRXL4/4e48EBcTwmkqBRJDrpyN1xlLDL15imvpbg7Y/3OvIV6ai7/sQTHrsJNxKFEoptuaaoStb5qstdA28gN8jGwTUcRv2JJ2JHiXfzDryUbbHhyXTOxfmG7/7GL3E4rEhizbfc/CIfvOkVPF17zyUUTcq82CNVGw6yGVK2K393RTzGK4Ouip+r1kzrHSO6gsiGjomjcY0vhPFKLSmjjv/jie62uz7XR1tYX7sJyaKKNLWUpUSruHOq7n7HQbXUFgUtad/nbpkQ+yA65WFj/D3pUUt/z7eIlAttKGMsSaSR4qqN2xY4vnjzBRyiJXP7gquVqreEZQc0wYSx9cJp3cNVQBodLqixLCZw+ZbLLeO+QKCQUgT0ynVtJt8+bhVkhGusrqFPEidtZ0qoVWhRC4nW3qnZOV9MtW00IcLxxfra998aQtqnssG6x4MQWOt4/Quvcvd9d+j1+mGB4YOFD8Y3OByfYKxlujwlLzehMGtYrB4T64RBb5/D8W1Wm1O2+RJrLc+cvJeD0Qm1qbp8N99+j9AyYjTokyUxv/7yF/lXv/UKi9Wa9z1zQD8dIYVgtV0glWR/eMDtw3tEOuZ88Yjp8tz7+wCRanyKu5IkqW+PX78br/+G3x3/Zo63VfhYa/nQhz7Epz71KQA+8IEP8PLLL/OzP/uzX7XwAd5UOV/ZsL+5Qv2xH/sxfuEXfoFf/uVfJk3T7vXv/d7v7f7/Sy+9xEc/+lFeeOEF/vv//r/nE5/4xFvu95Of/ORTf1utVty9e5fF+pJhL6W3iZiMJxztT3j+1oDarqlry67UTDcFOEM/reklKYeTmz7jK0p99EFTMF+f82R6n0jHvqCpG3blJvhs+EynqvaFQhJl4BxR5AsUKSMG2cj79sQZxhh2TYWUBqRXYHhbdkFT52gdMVuesd7N0cq30/rZiLzMyXoTjvZu8+jiPjjLs7feRxpnTPopOwFF1SCERl9fxTiHw1LX/kEsAlG05TC0yI6Uiso4DBIlCEWTQYQU67Zd1AYztlyZ9m/tSlSIryB2Ro6mEThhccJdFQVveta4rgATUiEJRnYCiuyEO8+O+dDXPcOuWHKxOOPVR1OypM+u2FI1xRVnKaiGnr4vZUeyvbo3fUsvjTOff7Z3m3H/MCBkEo3i+RtfTxyl7Koto96YmVRsdkuytE8aZ8zXU7TUNNars4QU3Dp6nm1dUexm6CiiJwuOewc457hYnLLYrSnLK4JlL/U5alnSRwpFYyu0ioNPib/WjalY79bcv1hwernlo89+gaNhiVYyGOO1snXRcWukrIhVzSRr22kirDZ9Enl3rQOnxH+/BN+g0NYJvj10v19Jiw9ctbQcjauxwauG0Goy1nx1TL8ttKT3yjHGYq3n/vhgUtOhE22khX9fq6i6KrRbZZsIairnruTfwNW9Hlps/nzkNSPAsD1Bh6K0SFdbvEkRyP5KheLSBlm636e1HtHtrpmQqFBU+GPRdBBK1yL19/l1rpLn7LSkZnvVVsMjrVqpwFPxxpE2WEsY2wSU17eoLXS/1XYx4ewV4du54CRtHa37tlYRTTje607JbaHcVA3LyxU61bhKMOodcO/O++j3fItLSsnh+AYOR6xTqqbgYvGEXbGirgsOR3fYG91iMrrBcn0WCj1DUe6YDA67oNB2zujFMR944TkQ8Ou/+SW+9Pojzi4XPH/nmEHPkOmSmIRnj1+gn41ZbTcsthGD7CZCPKGsCibDYy5XFU9mKzbbLWVddfekdZa6rpBSPmUV8Uc93lV1vbPjbRU+N2/e5Bu+4Rueeu3FF1/kH/7Df/hVP3Pjxg1OT5/2Qzg/P0dr/Sak5m/8jb/Bpz71Kf7ZP/tnfNM3fdPveCz9fp+XXnqJL33pS1/1PUmSkCRvkbArGvbGCfPtiumsZLpY8HiaMV0WlFXFZlvz8Mk5g37GSy/e5YPvOSFScfjxS7b5nE2xQWnNoD9hsbqgqHY4LGmcIoQ3P7POIx9xlJIkGU1TUZQ78nLHJN73BVKU4KwliVIK60iVJ9eVVR58g2LqpmS1nXeFhDFNsKxXSOEw1Y6y3PqVoW2oqoKqKYl7PZyMqGvfftFKksYRWklcxwloJbkWiLq2Ut1UNCHY0jlwQqGUf3CDbzdYZxG26ZQrUnhp9JW02JOwEdA9NgMHossiCg9saAmWV7yDqwnItyL8hBfQICdJhzHWlnz54W+zziV52WBsSRQVDFKLlp4XlukY5yyRioOXjt/H9ewtoEteT+OUQTpmODxk2JuQRmnHfTLWIpXiYHTEsBljnOFwcpPx4IB+0sc6x97gmKLeYUzNaruglw4YZkN6PUWZpMxWF9TbM3aRQPcmGAdFXWE7fxXFoDfuJmnwvjPoFk1wNE3F5fKCh5drzi53RNUDbu9vUFIGxU6QfTt7rUARAcy7QkVaiosM19aPVvkn8CnlX7lwafk+gQ8mFBaLCZwdKSQ2bMPnUSkQbeHpukO5gikI2/GFTBv3YJ3jYE9wfumjEjxR9wqNvLo+3uumbae1BZpHGnWQi2uUM9diCFo0S/m2mAXTOJSW3sohtNdwIaE9yLuNqTtRhUAGPyARCiLv36NC20yplnh9VSyJ4OtzdX0FLWnfOcf+3hiaDSYsTLzs3ReOODqSOLiOF9WZEgan8E5CzzWULtzzLQFdh4yxlsdnneksBVoyfWtwqYOfVNWUb7F4ECzPlzhjuXvnvZhtTL6x7I8zX/Ah2BseMR74Z733t1pSNyXGGs6Xb6A3MTrukyZ9NsWGpjRMN0+Qt7z6rzF1ZzkhhKAXx3zL88+x3+vzuS+9xsVszmf+n89z++YJd49TXrg1pDaOX/3iazw8n7GrG77jpfcgxI6qaXg03fLak0umlzNmiyXP3L3FrinYlTukICxmE+bzKe/UeJfc/M6Ot1X4fNu3fRtf+MIXnnrti1/8Is8+++xX/cxHP/pR/qf/6X966rV/+k//KR/60Iee4vf8N//Nf8OP/uiP8k/+yT/hQx/60O96LGVZ8vnPf55v//ZvfzunAECkM4rCcGt/xOVM8/DJlM/+xhZT+werVJq98YjFcsmTsw1n+2f0Ys2wP6aoNqx3C6IoIdYJx3u3OByfeNJrUxMpzWI9JS+3KCnRMsIqv3JGCPJiy2SwTxr3yMsFu9xn7RyMbxD6B95jxtZo7Z1ly6oIDyLPnWiaGmMs57PHjAcT6qZivZkz7k8oq23gshiiSBCNjyku7vv2XhRhrCNLYmLtVVmta7GvPUTHF4giTV3X1G2MgQCPeAeC8zUzNM8LcmGlegWNR8Ebxzkvv5UIhPCFljXe66QlnbYFTeuTBHSveSWc9MaO0iFsg1OaPK/YxCnTRU5Tg2m8pcCwP+DCVWglGY8UShZ47qKgn45owgR1NfM6IhUTJ33vgOsMaTQk0yMiqXE0mMZhQkCnQ9JLR6gqZ1tuukm2qK64P1JKmsbR741RUnO+eMIgG+Kc84WU8B4jaZwyzAacTu93uIl1hvnqHIRkf3TMqD8JZOYQ2mkr1rsVZ3PLaw932Pwxf+alU7QKTZtu4nPXip4rci3Xi83A03qaw9N+VHYTZ9vekB2huP1+XDAzvCqClFKdV5NxIrQzr+8/tInCsXZFLQ7cVUCnsZrpzLefrophn3PWhKK9NRFsR4fMBSTv6rgE1npisifsGw8bhuskpCCK/H3v0ZCWpxT2GwwOpW4RCH9MN04OqGvDcr3CVgLhATbapPa29XuFtBIQHLr2WteCFtJbPwDWNiidIJDhGtEdR7tAaBVeBOm6b7MJkjgNeWQeFZNSB8SrPVvXZX0RUCVjvCKq9UIC18nvnfWRJ9LIrnBqr21LXJ9fLCl3v8W9555nOZty+3Z4nnXft793q6b2XlehCDfOYGzuI1J2M3SUcjy4ixKaRxfe9b5uKo72bvHcyftwGNJ4QBpFvO/OTW4ejPm1L73O5199yOV0Rln0qJuEg4ngc194lVdeu89zz9zlN19/zEv3bjA0A377/kO++MqrnBwd8XXvvcfRRKK55LffeELdlN5h3RoWiyXvjn8zx9sqfH7oh36Ib/3Wb+VTn/oU3//9389nP/tZPv3pT/PpT3+6e88nP/lJHj16xM///M8D8AM/8AP89E//NJ/4xCf4+Mc/zmc+8xl+7ud+jl/4hV/oPvNjP/Zj/NW/+lf5H/6H/4HnnnuuQ4gGgwGDwQCAv/yX/zJ/9s/+WZ555hnOz8/50R/9UVarFX/xL/7Ft33S4/4+KpY0Tcmzt3qsdznbvGIw7DEeDjicxMSR47df1axWGx5d9rh3I2G5PfdycCdI40k3qcggJ03jFK0iRv197p9+iUE2otcfUtY5qY6Io5SmqVisZ4zDjz6OMxK9x67cUiGJZcy28G2sxtSUVUFe7aibgpODu6w2vk+dJlmQ7MZsizlFtSNN+tR1RRzFJHHKMKk5vrXPI2OIhMDlS6pyi1aSSEf+IRg4BDqoPFrZbvtg9QqQ4N0S4Pu6KTuFFwQ0QlypTnxApewe+gQVmG+dCF/0EOzmuxaK7AonQnvGAUJ6ZZsUAqwP8JRCkMSKWKWsVw6cJBMbYlEhM4URktWuYlXGDPp94iQmUorGlL44cRYVnI+1ShgP9hj39zxx2hiypE8kI4SrOVs8IK8rsIZRNiSJMyoLTZ1jmpyqqUjiHpGOyIst23ztSZvGMOiNGPb2SOIEY+KQ11VxvHeLo72bXcyHki0/REJoyVQhQ2u+vkAKwSAbd98LDsracD6r0M0lf/ql1xllhlaY0raoXLuMlCJMoL4gbVeGVzytMEGJtiC6LrgWAUEIRRE2xE9dIQ/tvdLmUEkhcSE5vW2jdWzdUCS2fj2t63K7LdvtGR5MD6nqIIfvXvWTsnUWZ9p3012/OEqucTToJu6qMjTG0rZOtdLIqG1BtbLzq6LAJ4yX3bY0/vcipCJNU5SSJImkqTcIZxlkDtPvs17m4Zx92HEXSdEafoaraMJ34b8r6eMrpMJZ6Qvg64Wmezp1XopArA4n2PJ8RJubFxYnV1J5MMYXL+1Fsc4ig8rTCd8Oxly5PdN+42EbHUIVrrPq2uJXBXRd1MwvV4x7J5jGoqM328QNsxHPnbyXxWbGcjt9CnFtI1lyt6Xf96HLja3Jy22XdTfoDzia3GSUHaGEYNzr8+H3Pce9k2O+9OiMV+8/5De/+BrD4YDZfMHB/j4X0xkX0xnDXo/FZsfjx6cMBwOevX3AzX1NWV1wufAZYVnSZzTw/M007r3p+P+oxruIzzs73lbh8+EPf5h/9I/+EZ/85Cf5kR/5Ee7du8dP/MRP8Bf+wl/o3vPkyRPu37/f/fvevXv84i/+Ij/0Qz/Ez/zMz3Dr1i1+8id/spOyA/y3/+1/S1VV/Af/wX/w1P7+2l/7a/zwD/8wAA8fPuTP//k/z+XlJUdHR3zkIx/hX/7Lf/k7ok1fbeTVjlE6wbodJxOFuXeAEJZe7OhlEbFW1MbyRprweL5gvhlxM3BhtIyxOLb5xj/klWKx8jLjw72bCCFIk4xeOkAG1VAcpQigsTVJnLLLtzgcWTL2B+TNcsh0ihGKXjpA4JEgrSKvGCpWOOczsaq6JE36ZEkPhCOJb4DzaEdR7rBOE+uESEUcTBbsj07Qesj9xxtmr/6rwJ1wwJV3TQvrRwHarjsViuxW/kpoEIba1b6todoCxQWkxzu3CnlFlhZCYBEoAQbX8S4QfuJqR9se8yZ6+O0GUm0kBLHSGNtKcmuoc8buCVYoRG08nwULDWA3pBWke/cYDgxluaSiXYUHJKKq0Spi2N9HOodC0EtSatuQRjEGQ14UzBanFFWBdYaqGrM/Omadb6mamkR5hCxLBuTFjtV24UmTUjIeeImucxatNGVd0jQVQgiqake+WeKyATKT6CghzcaYagsEArhUoXXp84/KKqeXjaibkrou2eUNTf4Kf+YbPk8cCRwytKR8bEhHrBZtbpborrR1pptor2AAX5S03J2uLRWI7Na13BKP3LlASke0oaRta/KqZJLCh3N6dPAKsWlNMBvp77HWQbklzbey+dVqgpTFtQLn6Se7Cjyqtj3oiey+OPRtXIFtWh6bIMvirrjp2q4BdWwjV9rJHuFVfy3CVTeV9+ZylsFghKk2iBDG5SNJQDQ7Dvb7XF76ybwN78VY+v2M8XBAXtYsl2ustQyGGbtdiTW2W1QYV2CNv0+suwp17RChoKCUoYB0zife+1+X/3bAdXJ1fzqua9UiBDKgfP53GxybA9/NyRbxuopDiVSEwLed/DmFxHlzpcoTQmIb/53cfuYZlH5rjzWtIm4f3ePmwbM8uHiVVx//1pvaZ710gDM1w2zirw2Kqim4XJ6yyXvs9W9AdvX+NFLcu3HE8WTInf09Xr7/gEen5+RlyQs3b6CV4vNfeoXpYsVstWa72/GeF+7xze+5y3z1Grui7J5VrRS+bmo2281bnsMfxXhX1fXOjrcdWfGxj32Mj33sY1/173/n7/ydN732Hd/xHfz6r//6V/3M66+//rvu93/8H//H38vh/Z6Gsc6vHrIxWmuePakwNqeqa6LIP6xx3lNDKc121/DKY7i1LxHCUtQ5N/b8KklaA/i05dV6xt74iLqpSKIkmAhCmvSoq5KqKkjijDhOrvXhLdtyjZQZkVRdK6lpaiIdMV9fUJY5w/4eVVVgrSVL+mRp79oKUvj+dynoJT3yOqcxNUf7t8iyPpfzM5RoiNKM2li0FCFfKCyJQ/uAltgaVu2tWqWdLNvVcLtqbLkF7cpSSW98SFjFtm0LGT7n+R9BXXZNyuxVZzoUNQ2GyK9CnQ9sDMwfLxfWwmdsmRqaGkWN1hpzjT4CUPePkdLQNDuMEV2r6zq5JNIJcZx6srlSnozc1Igoo6xyn9AMJFHiZeQIijInL1ZE8QAhJVootvmS9W5FpGN6SR9jDZPhQVDzPWG6VPTSIUJIIqmJ0WzyFZtizbG8y/+fvT8P1nW763rRzxjj6d9u9nM1e+0+zQ4JISE0SQ4InhKIIohKU2BAyopF+QeddQrCBYOxCq731uEqIChcta4FpVxFED0QjcBFgUAMnARDQpqdvffaq5/t2z7tGOP+McZ43nfuJrBJiEd2BrXIXnO97zOffvzG79ulccre6ICj06eQUlI3pZ/QHbdEm87BA1JSNSsWqymtTnjk4BxjNFXtXtpxFJPEklh5rsfGOcYTbkNhYIxT/gRScIBFHPSxJtU6FCyYRgqCAspVsJvKNVc0KLGe8AJMZKwF3Xl4OCEQqBORuK6ebvviWoRuBhZBRpZI5wvzHETToDR096la85aspWstunPFQppGrmu5qVYyHmbxHa4LajxfwCupQIZOjO2JykdHZ2xtJS7bzNqeXO06bE42Lj30NBxkxIlFCUHXzJDWsDUWSFKs1eTjmM5qrIjI0oy2WnpHLQ+B+fBRYTeS0gU9PByytBACYS3GtoDq/33zGQ3wnJRue3jFlLEa1ZPDHTTp7AkS/3lnA6CkQiKpm7qHAoMgdLQz4jNf+Tk8+vDLe3PKzRFEE9PlKdPFCUU+oO3Ki7AsLqMuUhGz5SlVvUQbTVUvqbvaFahWb7z33PElsauCkljw2INXuHpph9sn58xXFYMsYbZYcXJ6yhM3btJ1mgcfuJ9Xv+QBRnnM7eMlaewCgOu2ou1ax8/0xfinx5/O8aLM6hoODylGA2KlsF1N2czJkowkTpguzjjcucqyPOZgJ0F329w9OmU2U9T1PmW1JEkUWaY42E5RQhFFNUbDopxhgfFwwiDP2Z7su+R3o4mimFGxRatbpHB28JGKnDOqFmwVA2IV01lBox2kA3A2O2aQjzie3nGTioAkcflQkYyw/UTlre/jhKarma1mxOmItnEp3BpLWRtqLRikct0q9y9WJd0Lcq162bDHt9Z7XdT9v8HaA8h5yziy59pAzjvNYpwBIp58KfQFZc9aReRWxwqFNRpwBVqQ467VNl7OuzGnd/pijlWkFNtJxZkR3Dmy2L2U8bhAxAXKNggRIXxw6/H5bUJQ5qKcEquYLB1QNSVJlBJFzsE2xBr0mVJRRNOWpHFKWbm4k7ZriFRMkQ3JfICt8ZNhkNJK1ryZVbtkXpdMotjxlnGEaykkWVJQNxVSKga5c5B16ihXsHWm5ah9gLEuKduIUbRiKEuE8NwWIXvooyeSW1fAurTvyL/cbd/psNp3fzwU5Yoex8VwPBOFkIEg7czq1gon2UNYAdZypFo3mYb7FRx/xUFjDuJby8uh6iZUneLuyYiPPFmjPT8mmGauO0puH5SMPUxrfCfT0LXu3syyxHngeMK0xcm/Ow+xBXm8FALlSfi6rfHLgQ0ujHK+WlKRxDF7e2PaaoH1eVtSro0Ire44PNxhPisZTwZ09RyhHV3cwb5OAwfrzpMMHVHfLYxEhA7hp7JDiajvyPZEZl+oKOUWSVJaHMEIQPsOAu6aCddNCN00rbXzy7JOJRZCdGHN23JQdogJsa7YwRLLhMPDK8QDyenJCeVqxWC74PDaHvk44Wh+HSliRtkWeTLsO1dVvWK2OuP4/Dbny2PSJGFQ5F68sfa+CvCvlJLj87UoJlIxe1uH5GlBkQ6e870eqQSBYKsomOQ5nTEoIajbjjun53zgI4+zv7fL53/GS3nZtUtMl0cIJIN8yNZwl5vHT/p9yIhVjO0+dR2UT0Ndn9rxoix8IgmpFBjdUrUNVsTEUUFVL92DqDsG+ZCXDiP2t8b8fpxx/embfPAjT2E6zWg05GB7SCJXyChxpFVdM1+d+5Z9xLDYBqFYlnOWqwXKhzV2uu3dl6VQNO2KOMow2oC0zEtn1z6IU2fU11ZIKYkjV2Slae7N3yxG2F7pAIIosm4i8NEWp+c3PFHVUDULmiYmFR3GOt8PpSKEdWCVEEHSbNGm7W35LR57D6qUsLIlvMjX3wv/HskEhETrxnme+H/rM58I/iHCwxWWSncYP9lGViMFCOHOlxQKqZzCqPP8izBRho6D8tAQuBWtqRZs55bjLuXGnZq9+DIm2yeLFeMIDu05XXVK07hi7nTmUqUrVsxW5zgLgow4ShhkQ4w1HJ/f8UWIpWtLhIWyWjnoMSkI8l9rDafn95iXUyIVuUwn09G7BqcJSSshUpTlOUpY51aM6I+prJdIqZgMd9B2zNlsyc5owGQ0IVKG67dvEEcd1+vPBCTzas4j0X/DmBgjIY4irCenrgscrzzyMGfftSNwRlz0RGet5x75Ik047x7rBNEEE8DQgRC+A6F9pIK7xniYJ9wT8Yb/zNp7B4KJnuZ0dcg7fi31ZnLdujsTOox+T5UK9gjeGNMYukZ7HosgjiOieB3c2XYNre/YBc6NuHAfSu8bI/vFiJOpx66Aw7K/NwTTuTiZetl3egJsF+59ANMsGWRgmgX0ZRR9mChYdPAzYk187vdNuOd9s0MZyYjOz452g5hujPFdWddpCiVV2B9XNCqkkv0z0/O2POyV+g5ngDpdEbTu+IXYCmsNw90RVx+9j0tXriGFpaqWlM2Cpq1YlOeU0ynGuiL3YPsqw3zEopxx5+RptNEkUcogH3A+d6atO+M9mrZlujhla7TD7vYVx60Z7jJfTqnbEhAcbN/Hy659pi/o6Yu/MMK9HeI7nC+YK0azJOZzX/4o1w73GBc5j145RAjBzuiAR66+kk5XbI8OXGyRV+Klcc50evbxppFP6liX9J/YNj49/mjjRVn4GN2gu4rp4pyyXjDMJ5RthxKSPMnBWOfjohL2t+HqrKVptmmbkjhJeOL6EVUDsUpp2wU35idMBtt0uiP1oX7GdHRdjTWGPHWt2LJeAoJW19StAqmIk4JICiyGRnccz44pshGJFNTeydZFGliUJySvyjlJnCLSgrarEGLdkRgWE/K0YFnOHTwgI5SHquI4csWFf6E5bkTAlt2LpNVNz7mQHn5AuNwwp2haDwsehhJ+O27CNEJidYt5Znq454fEkXOdDS8ZC9i2RVjX6bJWYxG0nXHFkl+pgiCSChnnruUtZD/5Bi5G01b9yseu5uymLeeMObnxNAdYJntD8nKKlsZlagnBIBtRZI4zdT4/ZbY862XQkZJUdcminPngV9ehKOslrTctVMp18FaVc1auGpjjFCFpkvdu0VmcszO5RBwntMAgHrAs5yRJzmx5/izX5zQumK8UH75xl9lsSZ6lJLGiyBKWFXQ6xhpXAEi7y8smjpuWJi7zCuGy0YD1hOE7B+F69yZtAT4hTKgdUsb+epgNOf9Fk8HwX2FC771krJvcnSe464q4gql1ZO7eDbhjXl3mzmnCb793nbwelFpr1Zn7m/KmkUBvxtk2TrGU57H/PcYX635/pHQreF/EBM6SkopYxr3fjorCNY/7omB7Z0LTtgxzRbma9+GzceTTy3Hd0rZrL9gPWPDQU+AuSV/YuuMJnbj1CPwq6xcb6yLaFUlu8RGr2F+XdWETnsRgLInfjsB3gcS62Am8LKyzRHD5aL6D5JVrnXbTsIPw6J8vKwR5XjBfnbJ6+ozt8T5JnDHMJ9Qyd35TuiVJBFVTc/f0BotiiDGaslkhhWJ3cghY8nTkOpvZgDTO2N++zCAbYT2Ze1iM2B7vM1u64mOtmnSQexrlxFHqn/uO8+VNVs05eTJhZ3ANIS7CYVf3d7i8t03gooXCaWe8T9U4uOtge0DZLEiijFglmOcyYf/0+FMxXpSFz9n8jHl9SlmXxCpiWU7Z3rqKJULaFG0si+UcrV2uzM64IlIaGU24dyZ5giOiSDIsRhyfT7FdyXIlGQ+2SeOUui5puwVNV5LGA4SIwEq0MZT1Amsty3LOg1e2XQK77ajbikgIFBZrGgQDB1/JmOnilKH3sVBSkiZO0SWFIo6yfpUdUtM73aKtptUdqXQvtq3hhONZRRJ53xJ7kXxobPBycfBIkuRsug+HSIFNN9OgAEv8RGG0pgvf2eSX9GNtjBZ7qT5+RW5Ns0GAdTNdEiX9y+3C5KckwkuRIxmhraZuKp+f5PgUYVVPXbEVw7EZMr13i6GIGQ4TKm+Udrh9jQcvvYwszjFotoYzzuZHlPUCgXDcGuEmzMi35bOiIE1yjs9vr3+n7C7EYawPeS077owLRW1mrjjb37rEtf2H6azldHYHvSFbVipFyAkfvr7g6esfwVrLPZ14OEc7ZVuWU1UV1lqKPOej6ZgH985oIi999xO99HAm/rxaP+kHArWAPmbC41ruehpD+JoQjgi9vh8CJLLJJ7Jo7ZyAQ1GAcAVzgAGt9V06Y3qI7ca9gt99fzAn7Oi0xlrt4VKzMbnTT95CKKy2NI0rlvIsdtEqWGf3sEGYjvBZV9B3vsDBPFjXqQrBu+5cBJo4pKlC2iVN5Y49GHa6+1T63RI9ryV0TgMs1XOeLP78h0LTFzr+nAaoyT0Tvoj0yjK3QHGcIW01SgTvHnx4MP39fsGmwF9rY3V/PcHBrYHM3QEKZ14qfWagtdYFfvriOPCAwv7ed8URk+erc5blrO+Obo322Nu+igDK6mkGeUEkI7J8grBeGm9dLIWUzpQTf38W2YhQ2IaomEE+ZJRPuH73o9w7u0nVlGyNdpBSUNUVu+NDdkYHWKsRUjHOr5BEef8+XD+C4TmQ/TlxXDbH4SrSUd+1y+Jiw+vpUzc+DXV9aseLsvCJlHvopIDxaJcszok9jGKRRFKQRTEidg7Ji9WUIospcsH5AqS0jtC6jBhkI8f7iSKsUCyrBWmUoY1EiIhOr2g7RaQS7yg8p+1qxkO3+tA+t6jrWtq2YTTYovMp1J1uSWJHwE3jzDsiSy9LpTcvE0LQGuOhALeiHWQjIpXRtL6rkWdsjwxHgz30/K5/uYcH3BGQ1611v/6UAnw6uzFraS14+MK3+aWUaAtGuC1GUtAh+xdY+HzYvusstcRhNSkVEuHpsS6A1BU84hkvsTVssElwlN7rJLzQjF3LnAFoK/bylONVzNlUUCSWYZ4yzMfcv/8ww2zsuA8+FuTq3oNo09LohtvHT3F8dsdnK7ljX5QzlIpI45zZakoEPmpinUAe4BmtLVKNQEY09TlNN2dcbLOqZyTxkDTKOJuf0LQlSiryZEgcDSgbwdP3WqbTW/y1N76LnZFl2Y6ZVtt85M4eX/DI71CbEWerXfJ4yVm5R9WMSZJ1wOmFiZf1izFIz8NnBPig3LVpXpgkA9QUDPaCZ5EV9B0O4R2VQ9EspSRRqXPYNtBZizAWa90SWhiBoPMdBoG1Emt90rnfR+2hNGuta1oIiStFHOxWNy44VylJFEsMGt0FA8O1is0YQ2udp40zHnRFhfRGj8YEWM8nr9uuL3ystVy/cZuD/QG6azwZ3JN+fYG4GTLaGY3yT6GxHZGM2fRCMlZ7PouDByMVo3XniOzCFfFY2cPHQL9frvNy8Zn1D2r/vDpBAf13wwLCYrxn0brTFIVu60YXDCFoW8fXUypG69Z1maIYiVukHN29x2P2ldy3+wiNqYhUzHR5yrKa03QNZbPi6t6DXN55ECUi4sRB+uN0gozc+XdO5K6wstZZXVprweCLOgdLDvIR0kp2J4csVg72Ojq7Rd1WdLojTwoGXj07Sg9cV1slDvLaeHfU9YyymzNItx18bhoimRBHGRJJMMQELji5P1eywJ/U+HTh86kdL8rCJ5aSNC3QOqftNEJ0rOoleTIgi51sc6FrtOnYnRwAhrop0VozGURcPdzj5u17xHLKqBBgDUU2IIlSyrpie7hHZzVlOaPtFlR1w+7WGCEUo3aLxcqFid4Tt0iTjLPZkVNrZUO2xocoGdN2DWfzYwb5mPFgi850nM+PQbhCQ4nYcWn8SzXyxURYHQfSZd2WZEnOqtbcnTaQDZBL4dRdSvQQhpBO2RVawb2U1pNKO932ZoP+CwQJdaNdgrMSbmXYmWekG/tVY+BNSCGdM7RXFUkhiaK4JzkGsmuAPHwDwkMbcm31z+avWIee2me8RQRgVzMmw4ijE0jTPa5dup8H9q84FZbtvGlk41R3KqFpNZGMGOYTjs/v9K68AG3X0bQNw2LCql4C1vNCYpIoQcmI03lN3RpOz1vunpckcUaWWYSIuX5njjEV0+UdXvFwyqo6AQtFuktnhty8W1HWDU/fvM3h4Cm2hy6GYic+YX94yqN7jyOEYMyUg9EMENzPERY4rx6A1uB0/eux7t7Z/u+h6Al/3/SbEThIZ60GEr5YiJ7FrWCDEBv8eHoHYGHpDBiZEEuL7ppejaVQVHqH//MDFU0XwmYNTes6AaHMjSNHWm11i0RRVx0iEp7Qq3vPo171RDAOXDsWqx5aM33R48wO8fc5NG3d88eEJyxba1iWHYl06iZHZJY9ZLTJQwpwnhQSqdyzudao+SKOjXwwa9cmiRY8sY3QF3IFist4c90i172xxoLvDAnPuXIXUvoFhPCTf7Aa2ITg1ucj2Bm4n627RuG/+2fHF15SKjBwfnfOpQcOSG1Gljii/apcsjPeZ5CNfKxOghIxnVXkXjVlbUusnFVEZ1owhsVqSqM7Wt2yNdhlEGeAJJIKFcU0bcXe1mXKesl8NWU8mBBHDrY8WxxztjgmT3PiKGdSbPsFiGWQjxmkIyyWZTvFWEHVuLDUOM68uvFTW9x8vPFpOfundrwoC59VtaCICraGO6zqksXq1EVGdA1NW7I72SNJcspqjrUaJSXj4TawZJRrJqOC0+mcO6c1QsQMMnxkhQtirOoVBs0w36ZuY5K4Q+uOZeV4HJ1pWa0WPkW5I44SdieXGORjlvWKYT6maxs/AeGDNJekUYq2TiobR2n/YsNj8A4HX7EqFyAEeTJglG9R1iW3T+fcun3Cvbv3uJYY4tiv/P0Lzb08vUvsRu5WULY45ZbL9ApVh7YW41O2remw/crp2UsPqSL3MvRqMRlnrtjoGuqu8l2ehLZzL8EAGxlfRAm/mkW4GIzQaQJ3HGmSQePjN4Twx7KGNaSErF6yNdziiafPeOl9jzj37NaRiGPpcrAi6az8lWwo2xnDYsT9l1/C03cep25KgpIGXJK2khKlYjptnYS9i7l31nI2i1ksS6ryHKixpmY67ShyN+XXteF8dos8EyTyhDjOuHsm+PCTH+PsfE4UKf78q9/Py64cUSQxrpDZLOaC8Z7Y+Bns5E9RxodUq76k6a8XvgvVJ43bza4A/ecdtKI2zqXvHj2j6AF6ZVQwq7QYNzFrZ1YpEcQIjFE0QpLFmeO/+W7CzeMtsAohQjfETcShZIijxHNuACRNrZ15YKLc5Ok7kyF6wV1r2RcU0hcaUVCx9afCT+b+XrfWd0PkGhp00RtOGp/lnqETOmPW9oXwupgMvjv0sKKDrEJullPUOaJ4KO2s4x+FI/dOzKFICvCayz9z167raoyKUDL2XbfgqeSKvtDxcO+FyC8c1h2fzUVDX6wKdy2VULRmzc8L595agzWCNB6ws7PDIMtobQN1SRLFRMWWU5jZllW5YHu0T2tqbhzfYDzYYndygNXOuTmOYlblgpPZHaaLMyciiBMSlZBlI5JogMKSKOGVq5bxYBuA2fLchTxHCeeLE2dJESdkUnH75Dons7tcPXgIIZ3UH2GRMiOPnXgl8tDa+rpfhNc/PV4c40VZ+AzyEXnmXJQlBkzHMCtYVUtKranbmkHm4gTarmZYDLFWsCxLzuawXLVIBFkyREpNlsSkcU5Vr8jSgrPlCaNiwqI8Z1xsMy+n1E2F0ZoiHSKFI+rtb1+hrJd0XYMRCmMj4ihDScusWnI+P+HK3gOsqqUjW8oIvNV8gCa07hBSYHxoaN2saHSDtZAnBaPBmPNScev4nHZ6xENbktTmpLHL3jLarexDSx7ftQndl0AeDEZ26zgJu+ZRQN+etwiUcFlNPR/I8yCklBcnar+qFt6YUKmYJE685NjnFxGIovR8klY3fY7Q2tE2cCXwE9p6Jayt8V0kRVEekagtyqZx3T4Luqux0mKNobYVkXTbdYnSOVmUMcon4Pkpse9OxVFCGhdMly1Hs4Qnbi0o64bFomS2cO7Nf+XzH+flV25xvNrBmIhBUoKpOJ4NeccH3kDTNCSZwNoxR+cLJtFH+cLPa9kZtlwd3/ZdOQuEIMz1JBeuxeZwxnNjYN5PpGtellh3wuzG3OxHn+TN+npp7ScKD4U883cFMrLrgjhoK3BrwJGrXW9Qg1YgE+flg6DtGh69co8nr9/P0RmeW+LvO0+0jZUjamttaGuDVII09V1PXPEhNlzDAzdG4KTRQSUlACsgjlTPM3M3S5DdWzrT9VBHmibs7gxcASAETeUgY+E5S32R5X2vwqkN0I2DpLxvUFBQefdzIdZBq8J3O6VQNF299m/CFfTGGKcg8IVuUNoBffdH+DZNiP4IxUyfJRY4QN7nyO33RfIveAd2I4iU8zgSODjdWJdGn0SK+x+4H/IlR7N7jm8kBXGk0EJRNyVnswXGuK5dmhYsyxmAj2sBpRRlvaLt6p6/NR5sMx5sY2qB0JDGkTMM1QaFII1Sru0/zGI45e7ZLc7m91Ay6vO/ymrJIJtQNksOdq66rMK2xppjpIoYFWPqpuH4/DYH21cQIiLfcGUOhfb/yBHec5/oNj49/mjjRVn4aGu5e3qT/a0rZOkQi0DrliIboFcLGm2RbYuwhiiKmJcdN+9pzqZzqi7l7tExOzsJe5OKSzu7jAfb5NkAYwxH53ewRjslVrC996GTs+U5Vb1iUc6IVcIgG7E93KXVmhaY5AVtq1l1CxCuo6BN59yMTQdWMS52aLu6t9MXQtB1Hdq0OAm5Cw1VShJFOdfvLbh71jA/PWFkzilERpI4LVbXuQLCdD7p2k9iNiRsE+xyBCpyfilh5WqtW6k6szRP3vVwmPtGz4qlN3brJwUPiemOdsOYrtMtkUrI4pzOODfcsF+9EZtu+4mqap3BINaHL27AW2EfA3fCWsl8VdE0LQyGNMHx1krOF+e0XYvFEXxDkdR0Gq2dwitLB77DE5GnBUIo7p03lI3g9smMj37sBuNhwTCv+bOv+BgP7Z9QJEuUcJPDA1snCCFpuo6qbnny9GGuXM5J4wXWdlTNOVdGT/A5L/8d8ixjkEUYs3ZdDte6j7jcLEL8+RCeL2M6nwhuBdo77IZ/d40ep6gLvaCg4Ls41t2MtTmf7a9nICaHrlCQfrd9Z8L2BVFfeABaN0iR9EWwMSu+6HPvMV0WnEw1//W/4QsoTRwnPdzUNs4sL0mUd402/X64zzhuT7j/pCf5O+6LOxJjDcqbdQoPV/Vp78b03ZM0TRgPBG296gucwGcKUJ4MPCgPwYaU8wANi439COnwwRhUyABzuZBRudFFCpJ3tcHFwT9RDlJ1938Uuc5k40njSsYIXwg6Ll53wYurf74DiV2u+V+hMHadVYhEjDDSc3w0nYcmh5NthtsZR+dHKCWomwapoOsMq2q1UWC766eEpMhGjIohCPf+Op3epaxLhvkYpWLydEjT1pTNiv2tSxRJ4TiOQlO2DVIprIUszciSlk43JHHGIBuxM97HWM3Z/JhlNaNuK2QpKeslWTqgrBcU2Yg8zTmd3SaJEqS3FQkjkLf/Rw9HvP/Et/Hp8UcbL8rCp0hytiYPkmdDpBAUWY7WhmU5I4kjymqK1RlZWnA6W/LU3YYPfPgeRyf3sBgO98Zc2osY5EFy7tQqcZRQ1s4wcFUtaNuGpqt7+ex8OcVYzSAbeUmvYFEvQUZs5Y5gW6QZRjoIKY0zFzYaJaTRgFGxTZENWazOWVRT4sh1pKxxKe9SKlSx5WA3Y/nY7TkfvX7M6dk5W6oh9ZCJ1pKQ0RXa5D0RWYSugOhXiq7z4l6y1sNfcZSQxNmF8yql6j1rrA1Qmk/uNpqmrT2HxE0EIacodIQEoHvzRkcQNVq7iSpM/KGbREi8DhO6e+yVdJLktqt9Crn7fU0LnbbUImVvf5/LkwlpFKO1S6J3kuMEpRyvqG5XdLql6Rrack2OjVVMHBc8fdTw0esz7h2dkKhz/srnfpSHD2eMCksaRd4LyRk1RpGTdDtuUMd/e/JlnDSPcrDT9u7Zna44Xe705z0kZoOT8D9TqXJh9FwdN8lPhifMlrtgnAFieMiDFFtJ1SNgQe30rFe/a234CVNupIpv8oXoVU4CfIBl6Ci5bltQywTySNs5eEpJ1XvmwD3GGUxyQfuaK7z7vRZjvU+TMbSt8x6K03V8igXXoZEumiEUMJGIXMfQtJ42szZU1LrDeJKv8EVl5GFT649FIBgOE6xu+o5ZgP02u2fO4E9dWAgIIX0n1pf3cg39BuflUIAGnlPoaAVX6Ei43DsHG647Ec5DKeTigbUdIH0HyH8icPCsQEmXau6KeIHz5cHf574MFfT3W1D0aeugSikCV0qhcGTz7f0tarWkrlt/3WxfXD77noQiG2ErTZII2k6DNZTNklW1YlUviWRMngxougpVu45hFMW0VlPXNXdOnuBg5wor1VBXDamK2d3aoTOGsqrpdMuw2CKNc5qu5mx+zNn8uL8WO+MDBvmYPCmI1ZnvTou+ix0K0TA2C7dN77JPjz9941Ov2/u/wFBRwrCYIIToZdBNLd9DRAABAABJREFUW3O+OHEYd9dS1is63VDWNSfnHSdnJ1y7ss9jL9vj/qsFl3ZHXN49IE8HdLql1Q0n07u9M2yIQWi7lunynKp2CcRpkrM93mdnckBjHFyUSHpFglIRucoo4gF5OvBusRmtbvzDfcS8PCdWTtoeoia05yJFKkGpmGXdcjJdcnb3BrtqwVgsKLKIOIpQKiKOU69y2ewehBa78KiG6AuOoEpB4Em86QWOSVCnBUVVcH6NpCMqSuFyrULWlPOJ8a17T6YOhOxgeqiEIlYJkbfO19680OUQid5wTkrlV70RUZQQR3Evl++DOIVAFwdkhy/h8171GJ/xwFWwhkV57knh0nehmt59uutasiRne7TH3tYldsYHTIbblLXgYzdOOb7ze3zm/Tf4m3/23bz0yhF5qsniCCHW0R4u6dm1/uu25dbpgI+dvYLJEJLIwxnWsqoGKNEghSCJwirdFQd/NP7B+jORXHpyLf6cRoQokv56b3BdrAndE/fidx0MV+A6vou8OLX5e0MK5fKsemNKPAHYQWMOJtH+mjsyu7Wu09h1retO+MJJ+Wv1ygeP+dL/xUm2dQflykGScaqwGHd9QuSJ75p0vjMRTAHDPQt45aHyfjWeaNzDYqKHSiPlQj0DzGr99e905zg6uqPtmv4+dWsD0Z8/cMWq1o7PZwW9yWOn10Uwbg+Q0kFc4XwLYXuu3WYhEaAy4f9PbhSgOkS8eJ6VuwIus6/TrS8Iuz5rbFN1J31BGlRw4fxp3REMEiMVMd4Z8bLXPMYDr7mCGbXESUEcpaRJzqXdaxTpkNFgi+3xgbsnpCJNcobZmCzJsUisSbh57zp3Tm7Qdh3jwbaDMaOY4WDE7uQS48EewUfM5YY5byyHH2q0LlnWC6QqKPI9ruw9yPZwFwkkPnA4Swr/zpRsjXbZ27rEpNjx/mOCRXnO2fyYRT2lbJbUbUnb1X3h2uqGVte0XcWynlE1a4Xkn/QIDdVP9M8LGf/lv/wX/uJf/ItcuXIFIQQ///M/3/9b27Z813d9F6961asYDAZcuXKFb/zGb+TWrVsXtvFFX/RF/TwQ/nzd133dhc+cnZ3x5je/mclkwmQy4c1vfjPn5+d/zDP1yRkvyo5PFsekcUSnLbfOnyCOEkaDLQbZEBUppidHbI32OTm/S1VXbA0N913Z4869c/Ztwc7A0rYl04WmrEtmyzP30HYNsUrYGe+TJjnn82OW5QxjNDUlSsbUTelWO1FBlkhGxYiyXPSdCoGgs553A9w9vclZfMLWcJdFOcV4iCmJ3UtzkI8B94LstJP41vWKVsecTc/I9JyoU8R5gpIXybBKRmsZsgwcnjWxObTVQTkStIj69Ovn8sqIowS6BmGFfxm5obvG7bd/0TsOCP3LOqhcjDXE0hUtIRAzqHRiFfeJ2Y7XpFBGEUWec+QhOuF5QUJKpLEYDMqLjFerFU2ruHH3hCJxq/y6PuXm2YLVasl4IBnlEbFStFaSqCHWRpzOW5Q0FFmCAOq2QbYf4W99ye8wLFwy+6J0ZnrWGj/JuC5V61VMRgva1vJfPvyZRMMtFtWcsnG5cQLJYtFytXicOA4TdDCb++OtTQbZbebadX3c4l16qfDa+TZIstkoYAPMFLoqAbEM1zh8KEyggecDoWPi/r1XPVl3/cI16iEvq1G+S4ovIoQQNLVmb3DK1vAaJ+ea0USxKg2trvptGn+vuc6eC/QU/f3rCvueb9MrvfCmgxdJ3ULgOyNr2Md13JxvkyPuG//9ZM1l8jyfwKm5wK3x0Jnw5pxSOHgudJ+CCkz4zLxQTPXKM7/foWALkF6AzAzOnDGoswIvaRPW2oQ3E5UgPWS2Nk20/blDRN5V3l33JE4xxhAlEa98zWtpzYqic+7O1hj2tg5pu9aFKQtFnhbkSc7OeJ9YJRTpCGMNN44fZ7GaerPPBusXTINshDYdWVIwHuwAMMwnTtrfNUiVUGQjDrev0nkLBHefaaQFYxpaBELFdKalaio6o9mdHLCqZpRV6lyYRcStk6dYVXNqbxchhfAeXcr7lWWkUUakYt/l7by/kGBRz/9Yz94fZ/xxCpfn2sYLGcvlkle/+tV88zd/84XQcIDVasXv/u7v8n3f9328+tWv5uzsjG//9m/nK77iK3jPe95z4bNvectbePvb397/Pc/zC//+9V//9dy4cYN3vOMdAPzNv/k3efOb38y///f//oXt8CdxvCgLn2V9jCxXxGpAEkcIa0njmFF+ibqtGOYFcZw7zkw5Y2eYYi+ldHrM0dGM/d1rXM2dq+2yXDjXZG/Hn8YZy3LGbHlG1QjKZoC1HUlUY3WD6Qxd19HqhlhJ2g7m5dS9pKSk0RVVvaJuXas+jZzfjMuwUbRtQ7JBEt50KO20Kx4cWTLi3u2bbPvQwqbV5Fncc0WMtSgJMs76l+Em3r32ApFOyWVct+e5ih4hnPcObHi7iLWxXQj8C9CU8v4/PWyABQXWGO/f0hL3AalhSIxte1t/Y1uslkgVEymvepG9N653mrVo3TpOBZbReMDH7pzz27/3+/zBE9dp2qbfh6ZpKPKCqqlJ4pg0SVgslz2ZWAhBlrpirqprXr77eD9ZK+n+IAIHwylzOq+MkULSIfnI3Sucrg6ZqIbGAmg6D7nY9h5veM1T5Ikr0gKUIHzXDREIs380BUosl+TZkKoZY3WJsD4IVK6LEBtIt8IVi/RcoeCLZLHIvlCw/r7o98mPC8qYHgqS/cQcfu7MHk34Us+fCee3bRxZN8kTPv9zEvZGMz56c4vf+e8VXeXUjD25N/xOKfsMOylUv/9hV4x2hWiQ4kdK+c6NK1q0Nv09K4XECMHx0ZS93aznPwXoKlIxTdfgSL/u+Q/Pn/Sdu8ChkcLx2pDr+3NTWRUk5P258UXHheLF6LXCTIaIFldM9iIDE2Bpd+8bzyWKomBg6cFHa7CB4+UhzOAM7f+ZtvLPSuRMIB98+FGSKMbqiKZzHmNGd+TpgGGuWFauMKiaBSfT24yHu0zyEdYYOlNzNjvqOWDDfMtDizGrekmQ/d87vcnB9lW07jhfHtO0DYPBDtuDbaxwRpDWwmxxRt0436A0yYiKmNZorNEcnd1kUS7YGe+zNdple3wJa/FwFpx7WxBjDHdPb7A92vNqsJTONOiodJ5nneMaLcs5WZLzR3jM/qceb3rTm3jTm970nP82mUx45zvfeeFnP/IjP8Lnfu7ncv36de6///7+50VRcOnSpefczgc/+EHe8Y538Fu/9Vt83ud9HgA/+ZM/yetf/3o+9KEP8bKXveyTdDQvbLwoC5+qWZB0jgi4v7VLpgqW7YKqaRG4FVTbLIjjApDk2YBHRgV3T++QFwuMXbAs3UtWqshxXayFyK2W8nTE0azkdFHxex+8wWQ8ZmfLsL+VIaj4g+u3WdUJ2+Mt7j9IELZmZs4QQpL1ZoUug6ftauq2Ik0yxwGQPt0c3XMSwssyjhJEZzlvUlZti7QdSRyRxhFZEqFEUJUIhHU5XMrnOWHpOQht2/TmcS6Z2mC8yVqQkj7f2JwQBcJLSkU/KQXicC+NDp0HBEbqHmJqddtb6LvtOpJy5ye2TrfISGK0xsg1VBe6C24SM34fOgSWgZnx6OUxKy2JI8ut26dU1ZxXvzTmjCHlYoFSMauqYefSkHjovlfVEEnDqgVFwyjRPHRZkSYxSeTSHrPEQXTGCqSK6Lqmn/SFn+hula/mdY/cYnc4I40r8KvOptM8uPMUaeQgqM6v1iGQh71MWgYSaujCPM+b2RcFeXyXPL5Lo7dYrLbArNYFM4I+sSoUCYEg7jfrJOK+G9Hna4X7zfYrzL5wxiuV+knb/W8I+gznIfL3rZQKJRRGOsfnrjWkqQLbcmn8BEpFvOQ+zcuu1TxxZ8L/77cM2hsOhllJeS8abODBiLV7sVh3Ax2HRfhuUCBzC8KtE8j4rsg0qCjB6o7AgQoRFWvui+i7SuE6BWirJ6L38Rm+kPSFq+7PR3BT3ryO7twGL6EAfVlLX0ivCdcS2ZuYQiBMd7rzMHDs4UevMLOWru3oWqcEVUoRxRGHh1d5+NGXcOPpJ/nIhz5IVZZMtra5ev99pHlCuyop0oIiHxOrhCzO0MbQRg3LcoGSijQpyJKceXnO7aOn2J0ccu3wUU6nd6lb13XcHh0wyifcO7/JoqyoqhXbY0cXaFtnbyCFYJAWrNoSiWZZzpktz5ivZpTVkljF5NmQ+9PC5fdJxf7OVQbVAmMcR2m1Ome2OKOqlyRxyuHuNZarGXGUMRyMHffIujw8ISQr4dSodV2xrOYkUYrEcj6bPffz9ScwPpkdn9kz9jtNU9I0fY5vvLAxnU4RQrC1tXXh5z/90z/NT/3UT3F4eMib3vQm3va2tzEauWDld73rXUwmk77oAfj8z/98JpMJv/mbv/npwudTOSRDsmgPJSVxlHvyrcvrwUqkjDFWoKIUISTTxSlF2jLMc8p8DHZEnkmM6RgVE09uNhjtui3T0vDU3RV3756zXK5YlTVnZ4rl4Q5FscWdu0d8+PEP8djLXkae7HNl172Mj85ukqdDdicHlNWU6eLEu7s2TBcnjj8hJHla9EVEGueEF6dAUHeSp+6sOD5fsJNLIqOIlPuznrTwhNg1h8f0K/F1N0BIRRwl6KCk8qv2yF4MCHy+ESbSJHKBqxv9JP9H9PvhrotbPcdRQp8TtnndpEL6FbX15E+jAUkfNyDE2ptESYWRLqlaRQLoUN0xByPFw4dHfM5hRhY3PHrfRym7LQQNsWwwVhHLCtvvq4dnTEoknQpNSUGWpJ5vZCEC02rvBrzORAqdFCkMX/qyX/Sn3viIhBhHem58rpV1Sq6NQgJfPAbESLCWVAfex4XCY+N8BdgpkWdMBiWz8hrWaMCA1Qg2w4gCFLPxZV8Qrzs6Fwtbd31DN8iuC+em7ItZt13VwzdhBS+FwnSC2mqvIrTEicLgJmaABIjlHBA8evmYgy8r+PlfLrBW0nmYpo94ECFHLJCWY4QI3B3ji3z3uusJz75jEzgugcDtYLQCbIlKIt/F6Wi71kN8/nf6Lo4QkrZ1pPzAKQrk+55LozUdbV8AbppHOsK+7hcVne76z8GzwzilJ6drY5DSK9Vs6E5ZL1W3/X0ReFrGaPb3L3P/Aw/w1PWPoWTMoy99KVeu3cd8dc6jk5cw3h9xfjpl9/IO6SBywokoRcqUumvoLJRNTds1pEnGoJjQtbWPklCczO6SpjFVMyVLM6QSJDhbgVvHT3K4cx+jwTbni1PybEiW5iDceaubikE+QpvWx5zUTOcnWGokliIdkmcDb4DaIYxBI0hVxmgQY5E0TcV0fsx0cebJ55okTtka7zIZ7KIiB++X1Zw4TpnOTymbJXk6IEtykihFa818NWex+hRCXf1C5BPbBsC1a9cu/Pxtb3sb3//93/8JbbuqKr77u7+br//6r2c8Hvc//4Zv+AYeeughLl26xPvf/37e+ta38r73va/vFt25c4eDg4Nnbe/g4IA7d+58Qvv0iYwXZ+EjHJ6dJiP/eojIkjGrak5Zl6RxSpSMwXYInGIqUhG7W4onnm4YtZZRvk9nGq4f1eyNFaPcrcgXqymzeU1dVczn5zz60C7b2wc8+dRtnr55DOKEYZ4zGg65fecOL3togrU5ZdMw1YqiO2eQj0iSmFg5T5sG51o7KiYgrH/hSU/2NSgpmK86bhzNOZmXfODDT1Culty3XRB3S9pOk8YuwdnYNaQlfBs9OLaGSTRSMa33vnG8A+2zsdzLtWpWnkzsjcCe53kVQOwDJRFBqeRmvs5oB7VtdoiEcMWPsGRZStt2RFHkJOjh2klHQnawi/axCNI5+QbFjz8eJRUiSj0/whOo6dgZKYaZBGryQcwgSxiw8twOsHRI4QiTTZDbW4EQzRriYM3pcFCFm6yVjOh0hZP3r5VyTk3iioE+Wb7PM7P9S3rNwXA/J1wXa+g60/NJ1gXs+pN249UZCq7wfSVrtgcf7bdsrKLW+5Qr6e7z5ytkxXNDa2u6T0jyxnGvfEfEwVdrb5mQ+xXHKdbiPHmkg2SsUsRKeGPDjpDWbqxGIn1hAON8xVd/qeDfvjOibtoNPtr6vIBzbO50Ryyce3LIhOtN/WTku3O67zxKoTxnx0F7s2nJpf0xVbWg7XRfjAQOjjAabdoLiwfpeXqukOr6Qgx/r24SzN1tIVGSPjk+nGvhhQBxnPbnPhRvfmXiOkzWYO3FZ3AduSCQHtIO30/jjEceeSkPPPoAXbFydhRJy9H0JlKlYDp29nbYP3TxD5FKiFQCMqFqlty882FXqFiYLs9I0yGDbMxosN1z0SJlGRbBNFGTpwVKZqyqmeM7Wvezva1LVPWSxWrG1mivL2KH+ZjOWrquYrGYUlYrWt1irGZntM/e1hW07lisZlTtisOd+zg5v00UWSbDHfIkQQpHjN4ZHzJdHHMyvcvu5BIMJXVbc3TyNGW9osiHdLpjkI1ouxolRkRRQlmf9YT5/xnH008/faE4+US7PW3b8nVf93UYY/ixH/uxC//2lre8pf/vV77ylbzkJS/hda97Hb/7u7/La1/7WuD53h8ff/H8wz/8wy94P7/5m7+57zT9YeNFWfjMywUidsTS1HNcrLWkyQBrJWmau9iItiJLc+YrZ0CYxbsURUbbNJwuWqqm44mbU27eldx/ecTOWFHWNavVColke2vI1QPF3pYklvucL8bUrSWNJXmRsFjUtNqCUERSMkIgrOKpOx8hjTPSJMfUhkE+Ik0LsqTw3izadWFwq9xVbfjvTx5x69YJd46P0U3Fg0XFIE7oTETTdTTdBhF4Q/2CtT2sZTcIm0olnrfg/UdkgDogFARSKKIoJnoOR19nNOgs6o3Vff6YQNBpDZ2Lh5DK7dPuzpBBLoiillF6AyWdj8+0uo+PPml6KMORSoOPi1u4h4iLwCsC36Ww7hjXcJkjv46LAiXv0XQtna6pm9LziYSfpDVGOMhC6zUPBVjLjlUCQvfnzQbytqCXOfc1jAXrQ6hcZ0rQmRYduiX9pEbfQfH/Sche2yyIQuyCEG7V33smefhJ+iTwfrti3RPE3+sSSx7doUsfpK2eI1z144xNOTtibaQX4C0pFVYHXxvZQ11RFIMVtE1HFCniRPZdROOhnFCwBX8bYwwqipDWAVlZNOPrvmzG0WyL/+NXnW+VUrGDt4yTQyup0Fb3hU3owmkP10rpCL3Sbijd1keHxcWS6A3sIcBGIW3deu8e6dViQYEHrlMRrBxct8htU/lz4Tqa60JNComIov7cKqkwAcrzEHHgfIV7EFxAqdpQ/a2LX+8XJED4ezNJUh5+5KU88PCDdLqmaSsW5ZTJcBcrLFmUIaPEdbGkIBYZaZw6KLqtOZveddL98LtVRF3PadsVxrQ+uy4hT3douyllvUDGgixRCJEAI4wxTBenNG3jM8pcPmFT1xTZkK3hDkIqmnrJydltwFLkY6aLE5QSRLHmbH6HJM5pdUNZLdG6o6pnpFYyW7bkyTZF7goYqQST4TZbcpuyaThfndNWs95/KVYJ1sKV3Qc4md5jujhFSsXu+JCyWbEwixf0XHwi45MJdY3H4wuFzycy2rbla77ma3jiiSf4lV/5lT90u6997WuJ45iPfOQjvPa1r+XSpUvcvXv3WZ87Ojri8PDwebfz7d/+7dx333298vgPG08//TRf/uVf/unC5+MPFwo6W54xyAZuBag1w2JMpFKmizP3sohSlIwY5mO3EpMx+ztjnr55xK2TFctVyb17R+RZxvl0weVLO6SJZVUaOqOBxMmxheb+g5gHL4+YLVvKtqGuJfNZSRLlFOmISkC7mrGq5o5E2dbkqZuMg4TV+glBWNcCdwqimqfutBwdnZO1p7xkR6E6gZI5iWzpkoi67ahbZ5ZmtN4gWgqfA7SOhpBCOs6SELRd615q3ivFU1+JVdIHU3ZdC8p62fU6/dhJl4PLsoNANjkfji/koQOhuP/gLpFc+e9b18mxmlzdotNb6y4V3ozNKLDG+/SsuT3guUXeIDGJkn41GoqHOFqbyaWJIEjKQycnTCSd6fpojLZzq85QUFlbY0zk4R+fb+WN6AIX45mdMOl/Z6+W24CRehmzw6fo3YUJxdv66LSXTRuxxqPC+bFYrDZ9NyR8xyFvgb8jNrgjf/iLJYBWzzyWMMlq2/VybcevWa+Ute5IYtc56DpNXXVEsSRJnVNxgFYFcr3C3uTmeL7KZqiqxHK4NeVr/8IW7/zNiLNzQyRjX+goOmsJdge9qeEGjy2SEVLQF2/heqi+g+Qk3krFdDhekDRBIbaG8JSKPInbdbNcJ7klKMMCOd+R/NdxKoED5ApgHwvTG3PSmztKcbEcCyHBAV4TvY2Au56OxK2IVLCgcPfBI4++nEde+lKyIiVOYlbLuTNdTQcM8hHzcsrJ+R1UFNO1FUZ3jAZbTIY7NF3D6fkdtO442LrKeLhFJGOW1YyzxSlNW7Mz3qNrFhyfTSnyCVvDCUnceahxgNFO9JFOMu6d3qKqlwyLCbksWFYL97y0CbFQaNsxW55hsdRNiTFzijyhyBOU7NC0lE1DGo+w+YAolmyNt6nbqY/A0ZR+m0JoJsMdFqsFWBxUqWL2xns+DFc4yxHTgLBYNFvDA4SA6fKUeTn9Q5+NT9roWeif4DY+iSMUPR/5yEf41V/9VXZ3d//Q7/z+7/8+bdty+fJlAF7/+tcznU5597vfzed+7ucC8Nu//dtMp1Pe8IY3fNxtvec973lOmOy5xh+14AnjBWtlb968yV/7a3+N3d1diqLgsz7rs/id3/mdj/udX/u1X+OzP/uzybKMhx9+mH/8j//xsz7zsz/7s7ziFa8gTVNe8YpX8HM/93PP+syP/diP8dBDD5FlGZ/92Z/Nf/2v//WF7j7gOCBZkhMrT2RUFqlgvjql7s6omyWL1TnLckqkYiaDHfJ0QJFGbI8TjLXMlg137p5w9fIeV6/sMhzkPHn9Jr//Bzc5Pm1QCi4fbjMeTDA4VcN9e/fx4OUrzOYRd+/eZX9vwjg3NO0SECzLGZGK2ZkcEqmEZTWn0y3LckFVl7RdQ9NWWKuJoxRH5IS7p3Omtx8naucMZE2RKrIkQkpBEknSWGFMR1lXvRzceYA0vdxX+lVrgG9cgeKMCCMVkyUFSZx5r6E1TwGcAWDrX9yu09P1nSIXLRG5ANikII2zHl4LUu9ikGDsugYPL/ZIRtRmm65raZrKS00NTVf3L3Wh1knWbl4X/TWOVLLmU4i167GUbvJL44zJcECaZM5IDvzkjS+ERB/TIQK/BgeLBJ+gMCG3XeO5UOsoAxXI5/2Rhe6aCVhU/+eZ3i3BIThwhUJxFcwC19vSBAdibdfQ2mZC98WiRfTnF6DrAhQSODrPHr5meMb12ZjAn4OPRbifhAKrqKuWpu6IY0mcBA6W812SQvWdNSklSkWusNPaewFtFC/9SbIM4jO+9PW3uLTv/JLSOF9HMfjjabr6godNgELDNepJwL4QCpCZBZpmXbBbfGfLd9JEf24FITVeeKhq0xLCn3F3P/SJ6OtixX3OdZG0518FJaTxi41Ahg77rVTk/Ks2CsR1PpftCzfpeUKT0TZN1SHAe/w0RAqW1Sm3jp5ktjilbZZkKvKLCeevpXWD0S2jwYSDnatcPXiA0WCCFSU74z32J5cZFROstSzKOfPlMafnNyjLBVUr6XSMVAUiSqmNoTOGvZ2rbE0OSdIRSVwQy4RFtaLVBhFJ2q5GWkuRDhhkBePBgNEwIY1jXJCnom01i3JKknbMV9fp9DmgaTtDZ86xtChlSVPBvDzh3tktluWcqlqyqkIR1HD9zkdZrebEMvXeP/vsTg4RSJIoJVbPL+L4pA+77vr8cf+80MJnsVjw3ve+l/e+970APPHEE7z3ve/l+vXrdF3HX/2rf5X3vOc9/PRP/zRaa+7cucOdO3doGscNfPzxx3n729/Oe97zHp588kl+8Rd/ka/+6q/mNa95DW984xsBeOyxx/iyL/sy3vKWt/Bbv/Vb/NZv/RZvectb+PIv//KPS2x+29vexnA4/CMfy/d8z/ews7PzR/78C+r4nJ2d8cY3vpEv/uIv5pd+6Zc4ODjg8ccffxbLe3M88cQT/Pk//+d5y1vewk/91E/xG7/xG/ytv/W32N/f770D3vWud/G1X/u1/L2/9/f4qq/6Kn7u536Or/mar+HXf/3Xezb4z/zMz/Dt3/7t/NiP/RhvfOMb+Sf/5J/wpje9iQ984AMXpHV/lBFHEhUZRunEh30qqnZJ3XTkSeZk411H2xoildLqhsVqxrCYkMaSg/0dZtNTBkXB5b2EnZFmUSYc7AzQJkaICCkMl3cNVy5dI49zEiVZlAtunS65e3yOUpa9nSE742RtyudfnFEUkaY5i3KKm/xSP/HSZxnFHqaarQzLVUUhWpRMiZXqIQ5rjZfJapLYETKd42tY+PviRQicVHoNVwS2SOT3S0mFEuvbJUwwzt3YGdRhA+cD7yPSEql4wzxu3XUJE6e1lkfvW5Koi0qEAAfF4mkODy9z544zgkO445BCYAUuqgPjoSe33c96WYkByjYGm/ZdjaaLuHtU4z9IkiSM0hsIFFLJnjfliNMBchKeeOzPV9g/X9hYa+lMizEdrbcSiJRTADkX6jXhuIdI1hfg496nfYFjjIcE3X4rfz6NXSuCQj4VNiRyC1xA4zqKpO+ZWTDklO0h6EU/oeLvmed0iX5G28cGnDHww4QnZ/quRSQUpgPdCbR2sR1pFnk5vfW2BQYp1jL3kO8VwnGd83ZQX7lj19aptsLPI2l54GrH8anufaLCyRMI3wlaR3JYa2i0I9onceauoxAIkl6ZBYIsTZCiRvsOnuv2uRPR6dYnhLtzrY3puzuhIO66Bn9i+gIR8IabMpxErF3HUkifXdd1bc9zCty7zpsUrknP4fnukCrq/YkQYNAIK5E+302blptPPUUnDlCxIEtysmTMbHmLtqsZD3cYFltc2r5G2SwRQjBbnrIs572hXyRjtD1ByoRIDjie3SFPxggBdVuyKKfk6YAkypguTuh0y/72JRbL416VpVRCFOd0jfP1SdMho2yL8XCX0aRAm5rVwnXihXQd9yL3i6c4AzKyKON89jQ7432kKOn0CmPwJp0Ca2sGhUJJx49clc4wMYlyWqPJkwFdV3Hr6DpKxoyLLX/ONU1XMV2esSindEZTd9XHfT7/Zx/vec97+OIv/uL+79/5nd8JwDd90zfx/d///fzCL/wCAJ/1WZ914Xu/+qu/yhd90ReRJAm//Mu/zD/8h/+QxWLBtWvX+At/4S/wtre97QJE9dM//dN867d+K1/yJV8CwFd8xVfwoz/6ox933972tre9oGN561vf+oI+L+zmW+8PGd/93d/Nb/zGb7ygTst3fdd38Qu/8At88IMf7H/2Ld/yLbzvfe/jXe96FwBf+7Vfy2w245d+6Zf6z3zZl30Z29vb/Mt/+S8B+LzP+zxe+9rX8uM//uP9Zx577DH+0l/6S/zgD/7gH2lfZrMZk8mEX/6tf0NWxEwGBUpFJFFB2dTEKqbtKiyOlCjlAOsVAMtqSRJlGBvzB9dXTGdnbG9t8bL7Bwga95Lo1jlSSZRyafc+RqNDBnHKdHnC7dM57//YKUdHxxwcTHjdYw9SxIbT+RGTwTb3zm5SNSUH21cBwdHZLaSUXNq5RpJktG3VK2PybEDZdHzgyTM+/PhNxtUNBnnGKE/XK0nrlGoBJuu5Gdb6HCRnZx9gFQcLuHgAIRVGt95zR62jBzaGtS5PLEA7kYp7O/hOtyTeK2Nvd0yWCm7dniPjhtmiZFA4BUWeJTx46ZxEXcTTjdG0uu2zvJ64d5mjo47g0RJM4MAVZXHkogcuHW7x4MET/f6JZxQY1k/6kSi570pJJDaVBWvzuJCyHYCoAC+1nYsycMqfiK7rPDdlwxXXT3TO9dcRsXv/pOBd84xz+cyuCuCKO8/ZcaRpxS+/9z6+7HVP96v7ABVdyEmy2k+Cvg8TChRfPJTtLuUqCoeMq1fcsnFT+rwm1oZuRphw/e/wRRlCuGgR1kWQkgm6BRU7blmA6gIpF2t7kz270akKkGq4n4LyLdynQTkWCA3OfDCmMdv85v+5z91jB3F23gF4s7DoYycAiSBNgiLSX3cP93a65fKlA3Qz68+nMRapFFq3aO2KrM0CREpJrNIeAtzMrXM8LNeVSeLsgilhOB+Bt+XUTaUnSvscL686dZ2YyOdnOc6PO77EFd/avbeiyC0Owv4MhkN2Jpe47+GrpEXEeLhNlhTMlqccL25R1yV7W9c4mFzBYlmU51y/+1Hmqyl5lgOGLBEI1WCtQHcZXQfb4wPmq3PO58e0XculnftY1UvO5kcU6aCHiQGWlZO9V015oRs5zMY8fPUV5OkAbVrKZsVseY42NUpZWq2xSPLEUmQ76A5WVUUax5wvb5OlfiGFwmiJtg1xpIiiHCUS2k5gjCBPR1gEq5VzbW67hiu7D3J5937OFsc8decjNG3J/tZlqmbFslqwXKz48i96M9Pp9JPGmXnmCHPS//3vfQdZ9omRkKuq5ru/7//1J7q/n8rRti2PP/44L3/5ywHXIHn961//Sdn2C4K6fuEXfoHXve51fPVXfzUHBwe85jWv4Sd/8ic/7nfe9a539ZVeGF/6pV/Ke97zHi8Bff7P/OZv/ibgzOV+53d+51mf+ZIv+ZL+M8816rpmNptd+AOAFejOMltUzBYVTaPJ0wmCmCIdszu8ipKAbYgiy3hUoBSsmhXarEgjwWi0xaUd0N3KYfudpu1cvtZ4sMVDV17OzuQqy3LGjaOPMV/NmZeGk5MpRTHggUvbZLGmMy1bwx3iOEOF7ohfoys/iTZdRd2smK+mztFVRVgruHPacv3mKaqZkacpwyzrYQdns+8MvkLmjPQFgnv5JsSe+Ola/kFV4gif2k/agcz4XPWxI/k6p+VIOtJu6+GzAGMIIclSwZXtj/Hal9/hlQ/e5dUvmfKKB8/4zIfv8NKrN55V9ASozfElAAQP7N1mNFY972EdUxGUaW5C3BnXF/bvmV0VIUCJkv2DpC96gs2b2STtErg1joPUH6cnJ68ZR4H5JHrIiX6d7vfVd4fCNtfbld7TSPFccJG19F2xs0XM//ZPHuLv/ETFl3/3Nd76/36Ef/BvH/UqPdnDbq5IivuC1RViov+9AklnhohohJAFQsaoeMLWpGI4UohoArjJvtOtgzG7hrZrfYSDC4oMRaA2nZ9wXeEXRQkCRddYpJLEsSPuO1K7u6e6ru0VbJtFWx+bsQFZ9gVe+P8b0N2akN+RqnOuXHL3ioPL4r7L4wjOkSMDy9gThvvaaeNara9/Eq3vqWAg2TRVXxCGGIpQlD5XrpP2cRehsxM8hMLxuu+vSdFhX5I4I4lT932rUdI5HgfFWFAaKhm6Tq4ocl1BS6fXnkLGGhbzObsH+9x84iZnt+ckymXsFdmISGaMil32xocO3msrFtWcYTEmT3NmyylVXXn7BIU2lqbtSOKMk+ldjs5uUdYrBtmIRTljujgBa1mWc6bLU6aLU+q2IvIE8yxJ+85WEmc0XdMHLodntWlKjLY0Tcd0vmQ2X1DXLU3TsDU4YH98CWElo3yAEIo4KkAotK2JIuHPwQptG+pmxWI152x2RJGOuLL/CEU6Ik8GxFHKrJxy4+QG0+UJYGj1kqpxflefyo7PJwpz9XDXn6LxTd/0TXzFV3wF3/3d3w3A3/7bf/uTtu0XBHV97GMf48d//Mf5zu/8Tr7ne76Hd7/73Xzrt34raZryjd/4jc/5nTt37jyLvX14eEjXdRwfH3P58uXn/UzQ+R8fH6O1/rifea7xgz/4g/zdv/t3n/Xzs8UJW2pEkY+wVjNdnrElY8aDCY4wvEQI6MyMpjG0jaJpOtI4Q0rFZAJZIxlkBm1allVLluZe1SPY37rCZLjDsq45O79N29Xk2T437s4RWMajCMEZ57OSSMXMqyWjYgshJGmckyQ5WreMB9ssqgWryrlDN23FqJggRMTH7sz5wON3sfPb7CctozxHStEbmAUJt/LZSaFTEuS3gOeCWJwsPKyk8R0K4cmzbmUuo4sk2MBBUVKiZNr/zLTacyXcZJckMaPCvaiD10ueQKQ0YuP2C52yMAG5n/nkbQRCtLzs6m1OVle5fTvqt++OAx65v2WQnpOoMz4uhOQhmiy+RSh5ArRitO4lyC6QNHlW8eRSzcOEGwiv9NBTIDc72b3pixxtQv5R3B/fs4sy0WcmBaJ54Pt8///nEu963wwhBPdOK/7zb7uX8q/97jXyTHJyrvnq/zXhK99wh/1J+RzbXmNVk+zGxjUUBA5tLJfk8RHL5j7KekDXTGmNxAqBMIZIhEyoZ5xS4c0z+/PgwjPTNPbcGGes5y6t8G1w3/0KnSkherUhhPDTtcQ8OCMH1/E+2sEYkGB1w2S4lo9L74FjxFrBqJRAsc7Q2hQiOujScYvyQUJdLfy1DYR8r+YLIbi66Yu0VjcXSBbOPkBho7j3KEIIuq4jjiKctF313S6t1zBWuEecA3vws3JDG0PXK9OCOeKaE4RY2yI4007vqC4kH/3o+9nfu4qKIqI4pm4rzub3mC3PuW/voR66rprSnYN0QNe1VM2KyXBImioSlVG1K5bLFfPlbVcAGyczv3b4Eu6cXCeOnMP8qNjmeHq7twtI4gxtHMeryAuMgWW5xOiOo7unZGoEkaaslyzKGcYakjjBCkkWRWijmC2W6O4W4+GIohhT1Qa0JomGCFE7l3bhuj+xGtF0S6qmYbZYuEVfnKGijNsnTyGlosgnTE+u07QlsYoZDYa0PmtxMtxDb9pcfXp8ysf73vc+PvzhD/P2t7/9D4XGXuh4QYWPMYbXve51/MAP/AAAr3nNa/j93/99fvzHf/x5Cx8Iq7b1uGBx/3E+88yf/VE+szne+ta39rgluLbitWvXvPw5ApvQtDWRiijrJaPBhFZXrJoTrIWqNixXJZ22PR/AWMMo1aSyoW6MIxvj4JbxYMu37/1LSjekScre1iEfvL7g9t0j8kyzNZjRtoKTeoaK3CouUWuPEGs1kXIvxjRKKfIhWrdsjfZI4wG3Tys+8PhdmuldtuOWQZYipfB8g/BijHryZZg4ethj4/wF1ctabeXcYK12k3bifXiefZZtX6wEGCyoxSIZE1xktydjRukTYG0fXeFIx2CweDPifhIICp/QTdLelt79HsXlyRGLxaNUpesWJknMo/cvSeSxK2NE5Dk9QSUl+uO01uW6RzJC2EVv2higg+BDEyCPvjPj3YEDVORW96Y/BwEa2vQkct2PeMO5OFp3p3qIiL4GCqZ6SkmsbcB30MracraI+PXfnbvoEBuKV/c7n7q96FfL/+RnK97xrn3+zduvP+NSreGj8L3+mj7H4zNIbjCIHcwgcNDQnbOrHgJejzXB3fbcnuCDoyLZH9wm7OPOt8XxshxcFKCrpqv7YwuwIQR3cfGsJa1g3fkTAuo6BVw0R6ddF2FdvK6HlPLZuKI/N0JKBkVKXS/7TuKmhNuZ+blnM/DtwrlwBoSyf+aUUNSmQykvy1cRcbQm9zu6vftvJ8PfkKb73LlNAnMIFA1ePaGY1n6hE0Wej+f5FVIqd4+bjtPTE0bDHS7fdxXAe4R17I4P2Rru9dtJ4oyd+ICqXiKkZDLKkapBiILOODfyyWBCno76eJ4HDl/CaLBN3aywWLaGexxsXSGNM26fPOnzDnfYGu1y7+xpjHXds6atwCiWynKzMWRGYLuOg52rvoNhWXUd0tRoY1hUC2blAkNFkWcoJRlEe9R6RZFMyOIRq2oKwrAqWxApq3JGEqdkSUrTzkmFIEqGtG3FU3cfJ3hYxSrGEjNdnCAQDPIhqSyefZP8CY1PRsfmT1vH58qVKwD8nb/zd/iGb/gGnnjiiU/atl9Q4XP58mVe8YpXXPjZY489xs/+7M8+73cuXbr0rK7MvXv3iKKol8c932dCh2dvbw+l1Mf9zHON57PqTtIRRT4hiQukjJkMd1xrs1libIU1EdrWWCNoWu2hH292hkCblkExwNqWPMuIlXMm3h7tMVtOMbqj1h1aa9fJUTnz1Slt0zIcFMSRJo1TjNVkaYG1ljwbeGOuKU5K6+GoyP1vGmdkSUHdWm4eLahOb7IT1QyzFCXX3YZeSUPgVj53vpMrsvRaGu25Q0JKpLVuZYkjPfdkzI2xltC2iHhdWMVRQjFIOdw95/hsQJF7Xx3/LVeQhaJLY0VIfg+rV9NPDOtuCmBlv43L+5KT84KdiWWc30GKBU1b++KCnkOw7mB5HxRraXWLTHPabkVQnYV8Ld//APyk0tZupapdt8L6rDGnzDG+8JaeiNr1+y2l6lfraFcYBHgkhHIG5ZD/y8VzK0LRYEljy9/+sQOMrcF3BoJyKMBlrI8WpXTf1fIXeg0niQtsJ2z/6y9+NtwfUrgy1N0aG29m4Qo1JwwItgS+Q+OhJyml98GxfVeiv6bCEaxl7NLdgyop9io8a3XfBQp7bD3/KEA7WPqujbGaSERsj9cqqiRK+3P17JpJrNVfzxiRjIiEpbMGhOqPxfHI0v5ZCNeu9URpIbxzdBe6X6K/f/EcKevvRdkX9pGTXUtJJBMfJbG+N6w2yEj110xJhe60t4dY84J6V/TQOevtKpzXldaardE+Dz36EpIs6c/lld0HPHToOsWLasr54oQsLaibJU03RwiNEpJEZoAgjXcQuaLTHePBljvXcY4ALu8+wPZwjywdULcVdescvCejIePBkLJaMVssGBYjinyIsYbVrENt5fzO6ZStJOY1kxGjJKMzmlVTk1DTdZamLTFdQxSnaA1tWxGrjCQeMsj3iGTG8fQOq5XG2Ja20+xtXaUdaFrdkMQxnWmwRjMZ7pFGCkzH8fQugQdWVkuKdMggG1CkA2b/A9LZP9Ft/Gkaf+bP/BnatiWO4z+0ufJCxwsqfN74xjfyoQ996MLPPvzhD/PAAw8873de//rXPyuF9T/9p//E6173OmKfMP7617+ed77znXzHd3zHhc8EnX+SJHz2Z38273znO/mqr/qq/jPvfOc7+cqv/MoXcggANPWCPL8fTMt4uI02mlU1J0sLyqqiaVdMRhMG2wOyZEbVlLReFhupiMt795OlKdY61Y57CbfUbUuaZGyP96k6jdYVq2pB01nuHZ+xqiqu5IfEkZOkJ3HO1nCPql5RNaXnYgikcCs/F4WhUVL6tHPB8bTk9r0ThqIiiSLfIdjooPmJ7CJH4uIIE5D2fAvwk7pUKCGcGslaovjZq+V+eN5I7DlJ7keS+y4POBh/DGs7tvIzL7t3MJuULlur8xM4YkN2jfDdJ/8GCChWkCCj/ctBsVM8xe5A9ByGwKWQwvSeQc7Ybp0HFlbFxmpa4wzc1l45a3tAtxJ3v9xY3fNYQghk+IzF9jL3PoQ1dG9Ymz0qKWk7g7DB90W5zhLi4u/dgPkCnOMKEWe3EIAq9zs3AkIJhGIfkpvIzepmTRgO5N3ApRAbcJAx/TH1LtfeGDEUTVuDuyyX2x4+VWtoz6w9g4wxTgkZKwc/Wev8ckwIqKXnGyFEf7/jeUpB/Ve3HdY4b56wfxe6NJa+WAUXGCqlYnd0nb/yJZf44BMFH/iIg1ejCF77GSlJDO9+b0vThWLsuZ4Nwc72Nl13ivBWBGsX8Ki3J7BAJBUdwvsMCf+8Rh5+8kWm/9naX2cD2sWr2fykO5lMODk+pq0dry2KIrq2QxYSpO3NA40xCBX3cJ3CqzWx6M4g/AJBSNPDm1ky4FWv+mzu890ed2+vA2qrZs5idY8oKUjimGV1gmVFEguUGpLIjCQZYk2HEC2IllgJTucfY5DsuJgH6zpgRTbu1ZFJlFFkA7LUFY3Lcs7WaA8pBFujHYb5iHO7QiYDVK0ZJglSCm6fH2F1xXRxShZnLKo5UkYYBJNsxCAbusJFJERySJGMfHisoMhGnM1PSHyUTxKnnM2PWOC8hLp25hR4JiOJJMN8xO74Ep3uqJoFV/cfpusaFtWUVfmpy+r69Hj2+N7v/d7+v8fjMT//8z//Sdv2Cyp8vuM7voM3vOEN/MAP/ABf8zVfw7vf/W5+4id+gp/4iZ/oP/PWt76Vmzdv8i/+xb8AnILrR3/0R/nO7/xO3vKWt/Cud72Lf/pP/2mv1gL4tm/7Nr7wC7+Qv//3/z5f+ZVfyb/7d/+O//yf/zO//uu/3n/mO7/zO3nzm9/M6173Ol7/+tfzEz/xE1y/fp1v+ZZvecEHvbd9H4N8TNuUxFFGLBVNU1FVFcfn95zvTApa14wHO+xuZXS64mR6m1Gxw974CnW7pO6WNN0SazVSJOTpiJ3RkM7iCckVWEPX1a470rYsywoRjcnTlt3xAVGUAJbF+ZSqKSnSQW+K5tLbOy+RjViULY/fPKU6u8lOhLdnX0909kLB8BwFS+is4Im8gQsgJEqlOPmzINwWYTLkGZOEUorHHtYkaoYlYtVs86GPNWRpwqWtp/oJyc9+IGw/+XX9pA/YdahkCJ4U1jpwxUMnrrOQ0Ho+gbFO7RWgpwCpBfiosZXrJvh2f9PWa6grFAkbRWFI+9bW9J+DIDt2nZ3Am1jDZm4GDlycdfniOgZxlPiiYL2PiPXvDYTZDdrN+pz0l2oNQz54GT70xFryLC7sRzgiVwxlSbTeqP9tEFRl7r7SXhrtukaih0zCpB6KH4HoHbvjCDqz5+Tv/jOEHCckddPS1A1xEqNiBwVF0rl0byqrLNaT0teKH1fsOzixMy7zyt1uHkbsiwmxLrh6vo/pCw9tWlJ1nde+VPHYgzlQEqvW2w7A1T835v/4tT3myzUfx3V/BNvbE9JUslye9qaJQgiUVb1FQX/fuD10DsthX3B8uvC5zbDQJE7XcPMznstIxUgp+YI/87+S5RkfeeJ9vO8976MY5ExPZ7S6JFTUQuAXOqbnNwlvVoiFbJCyu7vDalmymC1oawezPfCSq+xcHqNtR9M2JFHC2eKIJMoYFROW9Snn5W2iNkMhUcpgrXOFbnXFol0i23Mv6df9GbAmoukq4nhI2ZTcPHqSw+37XIJ6nDHIC+alpKo0Mzml6RzZWAjJ2ewYay1JnDNKc7Ku5LhcccmU6HZOHMXkaUZdl2AtiYqo2pIsjhlkA6yNWKymVHVDlhRkcc7VvYdYNUuiKCOSilW1oEgHJHFKVa/QpiNNMsaDCfOyBGu4svcg28N9lIwomwVlvaBpG6qmdk7jn6KxeUd+Itv40zpu3rzJb/zGb3Dv3r1nCQm+9Vu/9QVv7wUVPp/zOZ/Dz/3cz/HWt76Vt7/97Tz00EP8g3/wD/iGb/iG/jO3b9/m+vU1x+Chhx7iF3/xF/mO7/gO/tE/+kdcuXKFH/7hH+49fADe8IY38K/+1b/ie7/3e/m+7/s+HnnkEX7mZ37mQqLr137t13JycsLb3/52bt++zStf+Up+8Rd/8eN2m55vDLMhsYQkH4BQWCHZmRxSNyVH5zepmhX3zm6RxgWrZMmgGJNECbvjS0TKSTJPZ/dABJWLYZjnbt0VC87nx+iu9hCWI9695P4DmqZjPl8wW0y4vDWibpd0XvrtVmbOJDCs7GOREUcZTVejpOFouuL07JyBWSJE/EyEZM0P6LsmG3/H9xeEQNjgTmu9+kX17tABTmhM5ZUrHUqsFUOBu5JFt/3vaxilFS996AqD9AQhHCFUyGijAPJ+LBKyOCeoZITfN201ykMPrW573hTgs8gsaZz3qqC2dYWkI1JKpJUuxBOfZo5AWOnNHq2fvJ3rLQisEShVECsnW7c+7sAVMsHzxpFdA8k4QDSdhzCFFJ77se4QSalcfMKGRDnxSfbGGFra3tjRX7BnFTzhOrqui9v2qx6W/Kd3bfLiAqzhrmoPB2EZD/ykFHAsNjpUQiKEWpOmPcQUTCzDZyKVEJLOgb4TMyruMVvuIkzpjzemrTXGwzVFkbnuhG6c0sl3kKIo9pCigwNVHO63DY6f31utdV+kNV3T+/c4paBEErpm625rG1RivpBWKkKwcgR9C03tuj9JrPlzb6yZrQ44mxZUTcR0ntNUc7SeMZ813vF3XaAopXoo61nPmu+mxVHsCsANZV4ohoNbc6zWERXhiJVUGG147JWvxirN3bMbDCcTXvMFn4HWhuVsylMfuU25cER2a1wBbYwLRHY/FOSjjO1LYw4O94jj2BdgEVVZkSYRcSY4L59kVj+N0TFKpEQqYbGacvf0BpPRACULBymZCuE9hBIR4kYyZ08RD2hay2K5IEsyhISyrrhx9CTWWpq24ubRExirSeOcPMtcTMXynLJpKNIBra7XMByS2dmUGzZjIRSJhDQrUEmM7ho6pVnoWW/pgZB0umS2mmKMYlXNEUKw1e4yK8/QuuPJ2x/qFYMhoLZIB+xvXSHPCl9oKkRUITFUbc2dsxtEIqKzHVmSkqY5cZJQrj517OZPQ13PP/75P//nfMu3fAtJkrC7u3th8SCE+GMVPi/Ix+d/9tH7+LzrZxkMC9Ikdxkz6ZA8KYhVzO3jJzmfH3kCriJLc6wxbI12QbREkSSNt1iVS8pqQRSl1G2F9PyETjesVlMevvpyIqmYr86Zr2ZEccG73n+HD3/0CR64dsgrHsoZFu5FbvwkLaX07eGhe2gR3DxesqpqtDUcn9d86EOPcyjPGeYpgzy7YGsPa+7OWr1l11wHRF8MNV0degE4eqmDgyKvzqmbsp/sQ+YShNW55OWPFuwUty48bJtcio9HOr+4v4GbJHu+UdPVF2XlCO8aHfuU7KbvmgR5ufW8pD4uwn8vjhIHQRhzAVq4cmlJER/3hRfWRVTgeRhKRg5e9AWaMR3GQNt6lZtycAICVyjYNVnZ1RwOSlAyompcFMfaJXij77RxntzE7YqW4PdTtRF/6XuuMlu0z4Dj1t+9tJvwPd/UsjuueOTSOT1FqC+A8F2TcP1Cp8yrgXwhpbyvU+9ltBkT4XOn5vVLacop1oBuLUpJVCxRSvrgT18oeqm3lBEC+g4I4NSRgTS+cUwh3mRTLo61uIRzn3yuYoy1dF3dk/FDgb0Z1rkJ/4YOTG8X4cmsVXeZX36X4wAaGwwyxdojyl9DIYx368776xaKRu2ztzaLuEB8brsGow0CZ1mQ5Y4nE55H3XUMBxP+ly/+s2hVobuOVb1gUU5ZVguGRcL5bIlpWk5unTG9t3DXUEqUUnRtR5wkvOSzH2JRT/vnKI5StoY7LFZTkiRmPBhQVhV5HhGphKrWTBdz75jdMSjGdF3T3yNKSuqmYmu8hRDQNpr5akaaxmgNWTIgTwu06Tib38Na0XPXQjc5iRK2x7vMllNOpncZZC51fW97nziSnJyfIlTB/HSB3H6Ip61CCctLkxXz6U0Ot+9DScH5/B5KKUb5FjujfU5nRyyqKdujfSbFDidzlyG2XDkSc6c7Gn/ur+w9wOnsHkIIsrRgPJiQJQXGWk6XU0bpgFa3HJ3eRApn7Hiwc4VBNsFYRwh/7CWv+5T4+Py9t31yfHy+7+/+6fHxCePatWt8y7d8C29961ufk2/6xxkvyqyuZTVHi4b9OGe2OIPFKYN8QhTnjEYHRFFM3dTEkaLICjq9JIldjoxF0LRzklih1BijLfPVOamAqq1YlnP2Jpcc5KFi0nhAlzc8eXvB3aMT7zgcc7xQDIoUISxdW5OnBcYG91nFvfOK6/eW3D2e8sRT1xFCsr895mqyIE8yijTpi57AUwHWXjQWIhUcgXrKat8NCvLgrqvp7FpBErbpcHDdT1qhVW8tIC2rCqTYRoiWYXzuq551YfT8Y60GC+qtdVCkU9WE1v3GNxx52e9f74wcJijh1o8C0Wc2Ab1HkdYdkVSoKCU0laeLIaaQVK1AqZJxeu66FJ6QGiTXWOcy3DYubFIqQRwL2taZ0gkJXdes4acNaAlrsUFODf1xBmK3lArhC6W1Z4x3+lWuA7eYDVDetXkdcoAP8fQGfRG88oEjisxzp+z6vnimD5MQYDb4SoknKIeYkdDxkl6VtO4UOddkYW7RVEMsKVnWkiQ+UsKTxAOXxchN/pSDzJyUfG2dYA1958fYdUdIdx06OIyLdRZWkI9b7VVJolsThP357nSHxaw7L9bz5mRE4k0uw8Fr666HNp2DT/0+ORgOR4a1AW5bN1H9mfRd0DWEt1n5KhlhhOHy5SscXDrk9977u3Rdh9GGrtPEcUSeD/j8N3wBaR7x1N1bNG3N+eKE7dEeSZwxXy5RUpEMUi4/knP5PktdNVy97yGGoxF37t5CqZiymyKFdMpEY0iFpKxX5NmA+XJK12miKEEvDVI2tG3lxBU+pLlta+q2IomdyjXwh2aLOUopBvkAqSLO51PGg621O7kxdNqwNdyh875OdVsRqZhlNWeYj6maFdYahsWYuqlYLFco5Qp/ZS0HO1cYj3Pa01tUnXOhxjSAYXd8mTzJSaKYsllxPLuLMZrJYJcsKbh18iRxlGCN61xnScGo2GZZzZktzzjYusre5DLni2NW9YLZckatXYEsbcysXGK6kjRO0aajbivarqVql4Dtr+2nYny64/P8Y7Va8XVf93WftKIHXqSFz/7WIY2tMRiGxYTT6V1my+vsjA8wwbxBZcTKULVHznG0PfUr+BhkgpPCV25CVoo8k241YVzxcr66x9HZiuNpS9NVPH59yt17R1y7csjhdoYClpVFWMswd8qtppujVMSdk5oPPHmXu8en0K7YTjoqGzPSp+SpokiS/iZYTyTBMC046K7hF60DB2adno0IIaS+SGDtvAxOmRJ5nk3b1a5jYjtPLLU8cd0VB1ma85mPnDth7vN2edbQy1qp9Qy+Q+DBWF8A9etqfzn8PlvjCJ6dhzYav+p3K3uvqBGuwOm04wOpXoW17i6tFobVwpEy08LQdgWj9MwXLyCscit26/gmUgryPAY8pGIVbSecikxY76S7HqHzITZgpHV20zogM/CIgpld6MoFGPB7/9khZ9Ng8Njb7LluiCcQX79d873//Ar/j7c8AVyUyYfuglLB/HFDLi4EIkSP+O4FQOw7I7ozGOPVZ8KitSVTC8aXSqRSTMuXYNppX1ylsetoOMK59kWC8PdM21/7xgRSsiMMR76jqKTa+JzsOTzuumY9v0n4ginyt4+Uynsw6b7zFscOegrwqFLKQ2Dre26+zIEO2z9HAbaKCXlqAt8hM5LJ9jaz+dnGtRB+8dAiEKjIdRa7zt2je3uHvOKzXoVKBdmHcsrViiuXr6GNpiyXfO7nvZG9gz1uHH+M2fKcyXCXJF7StA2ret57PtVtRZ7kmNwwGAw4Xd7BqpbJ1hgsJK0iTVJfUCVsj/ZJ45TOdAyLrZ6zBD6rq3MqvGIwxF8hxEqQpTnGWKyyVPWqLzSlMMQqJktcJEXdlM5hui0dPJ/kSO9aX2RD8nTA2fyI6fIUYwyDbESkYvJhwaKccTY/ZmuwzaAYY+uYUTrkJds7nMzvEXs4uSynnArB8fQ2k+EuSkbMV1OSKGEy2KGqnaHrpd1rPuMwompKsmTAZLhDpCIGmVOONW3JvFpQtg3GTp0kf7gDcoQ1hkGasyrP0dbQWVjUNU1bcnp2/jzvs0/++HTh8/zjb/yNv8G//tf/ujcy/GSMF2XhEytFq0F3HShBpBT727vsjA9p2tqZXRmo6hXGCKIIOrFEKUmSHSBEjDEt2pQ0XeNgMLtCy46dyQ5107Co4L0fvsdHn7xF0zTkacJ9V/d42UOH3LeXEinBdGX42O0VWaIYF5Y8NZzOGp64M+P43l1SOiZyTjKQdF2JBJIo9vyLAD25rCFrXUZPn7ZuwbSVi5tQEcIKEBKkwuDM+qyPHbjoGuwmxiJLaDvt5ISep9K2jePjeL8RKRRGByiMjS5NWG2vfXk2R0+O3SgK3OfXkRFsbE56SAuseznplhCnGZRJ2nenlI2J/IQrPKG40x0ohRLSeeGE/bCOUzI/l7T5gGLr3HdLBJ00zvBOgFSCSEnYINlGicPAutaiVPAc8jECfvvGGoSHQgI8F8IkA9SEEL2B3ZqobqmaiL//rx7k9z50UVkSzo812nWavNrpv7xnwQe/LOexa8uNc+qKnt5/RrjOijXad9bWgZ6xconlwU26bQy6M8SxSwE32hBFEhXJnls0TI84bxJnTBcl7lhM1zszBzhOcDGqI1gASOGk2J3oekJ44IKZYB3gJ2xjDRhH7kUEVZa79uuupvXnT/QePkpGtLohkmtycuh+3b4XyMruesRR3AdTutgPL0M3kkuHD/CGL/wCnr7+JO/57d90/K00oW1a0iTnla96NcZLzJ94/CNsTXZ48KUPsdLnpF3OF3zxF5PIjO2dXaI4YrFYMBwNwcK42Ca/OmCQjTnYusT54pS0TJmX507tKVXfSZmvZsQqZlWuGBZOLbVTTLDs92Rr5xkUkyQZeVq4HD3h+HNjte2KM68QUypiVc29KjJif/sycZRS1gt3LgQoIRjmzggx5IhJKV0hErswz8lg2zkzpznGGoaDCcIGIrq7Z1flgiwpeOTKYyRxShLnJConSzLyIiPNhtw+erw3cjybH7GsFqRJzs74gGvDh8mTgrarGeVbDIsxSsYMsjGJpxyczu8xKEZsDXeZlzOqtmZeLVmWM5IoYlSM/L1gXTBrOqQxBqsymrbEegJ2p1tMV/KpGp8mNz//+MEf/EG+/Mu/nHe84x286lWv6tXgYfzQD/3QC97mi7LwSbOC7cEuRkPd1mgryXOJUhahHQyRxDkqSpnPa2aLJaNiSJ4kdLpEig6tDcbA7viAOFIk0ZBVPaPuGqRQHJ3W3Lp7SlNX7GxPuHppj6sHYy7vJrig0IStQcylnZQn75SczRuwmuXqLifHx+xzRua5E2mseoVMD1f5sSa7um6HNt1atSOiHhLRWJSHRgI047oksu+YOH6F5qUPFmwXN2jNiKfubXFysnSTVSJZGx363oOxrNp9VnXBMJuRRac9nNaXAOLiYx24G8Kr18LEY6zpC4T++HBFhZtUjTvvG0VPpKI+2RvP5djMAuojAjwSoY1GIjAGOq3RGjARuk44Xz6CMakrWKRma3KXXC3otEEbCN4sTmkWE8cRUmnaxmJbiOIUhPEQkwveNJ6cHUVxL6m3nguBvZg5FjouiyrhLf/PKzx5c3rhZebcorsLZGSrg9rM8G9+bZ/J8BKf8WDHl372zR5GVDJAW+56W+G7bghfRFuvRnLnrOt8dyeLEMrHZsSOBO54WIGAfEQxuMx8HlSA62sZ9hdrYaNFLaRT6cXKxS2E+0n7zly4D41Yd3AsFtsZ4jj1ZHPnLSRUuA8UkQpdNJ+E7relhEKKbM0p9neiYcDte21/rykVEavEQ8DOqTl0KmMV8/DDjzIcDHnssVcyn075/f/+PqpVxf7BZV7/hi9kZ3e7h2k/89WvxRjD2eIep/fuom1HPEg42L8EOKfnwbDw3T2YDHf7LmiRDcnSAW3X8OTtD1M1pevUxhnjwY4raOKU7dE+kYpYVnNX3HUtRT50ocFtTZEWSJX3XQDlYTklJW3boCRkcUKaZOSJK7r6SBYhmAy23LNmjc89E0RRQsmSQToEAVf2H/TbUp4jmXgiulNfZlHhZOJ1iYojRvkWZeuI5nV7TBRZomhAoysMMMwnbA0PGeYTxsUWp7MjAPJk4A0RcxrdoRFoIRAqI05yEmup2xJUzNbWJTrrbDerZkXdNnTtiiu7VxlmY8p2ijbeSdwaFJZIShZNSaS8Ss+01PWCuv7THVL6P8v4gR/4Af7jf/yPfZr7M8nNf5zxoix8yvoeMh6guxQlY0bFFlJaBJY0SjCWHsPO8wkWQZqMKLIRjVk5rokEIQyxUgzTCXFcEMmcWXmOkh2oFVjLQw/s87KHdolUwd7YwWNOUQUnc8vxbEnXaU6OzkgTie40B3JKESvyNCGEQUppXCL7c4wgfQ5yb/BQlUqwQNM5/gKB5Cxdt8YJU5w5Y7D+F1ZwMrMMs5xELXj00pxB/iA3b636yIBe3g0IKfi9Dxm0OWMyHvAZD/TsZqSfXoMc2U3cazl6IJIqqXqGxOYIZGAllYNiNrxb3L85h+a1l43bXmfbC9uJpNtGqzu6xnM2PIkzjgRSQhQp2jZkITnpvGaLS1vnfZHSn28sykZI4RLE01SiO+N5PwDSm/4JRLQO8gy+QYEEvoa/1n45Vlv+v792iY88NfXkX0cWDXyentfki91wfow1vPO3LNDyC3FEHD3Ml73uJmuJuuvwCaS/9uuE8LWfkUBr18VKkggZSW8VoAmSbVdQi76oTORthHoYbOmKBrzRoDbrUxYIuV7qH3meje1hz7CPjsAcyYima3y3QPT3ijXGxahYd/0iFCG2QRsH52ijvSP3x385ni8PPLzgukSB6wQ+lBQHZ1oDL3/FZ/HAww/2nbrP/fw39AXFK1/9WQyKwYXfESA5l4WlmC/PUSLCpcorfx9bkkj15Ov+VBnDYjXl9unTLMpzH+Q7YGu0Txbn7Iz3sVjfVesYFVtonxZf1ktveprQIugaV0yqeIjE8aS0tQiVAJoozrFIIgV5PiQSjpfYhcBUYWlNS2taLyRQDLKRDy2O0VaBKBEIamMxaCIpXIFsOxpdO5I6rgMthaUjAVvTdCCYo9TAc5PAiJii2CaJIjpruXIwpu06kBIjUyrt+GtCOJgNIWnLOVmSEkcpXTVFoNG2pew6yrYmj2O2tg5puzlVN6WsVs4nynt63Tu7CUCrO1SccbB9P9vjAwBWy09hx+fTUNfzjh/6oR/in/2zf8Zf/+t//ZO2zRdl4VO1NYUtKLIMFeUY4wwFm27FIN0lT8Zo01HNj6l1h5ARQrgHpetWKFWg9YpIFdTdnKiLSOIBWTLAAHVXM13cY5jnZFmBtTE37pZcvzUj8m06qSqm85L3f+APiKOIKyPJUDcoIYmziCz2cnVr0br2C2fPVWGtDAk+NmajILBCIGSMwdK2NVKIPnoiuBAHuKrzpFanXDJY23HvaEGkDnhg7zZStlyePMkwu8pHn4Z21VxY1WtfuAjluiAh3Xs9XFcoEH8D58L/k5v8vYIoVjHKQ1mh6DHWehNB3a/Og2eKEOvEbTb2SRAmZsfNiaOYrjV0rVv5JkmEJaiZXGHhZMfG8Z6six0xtrvQfQpD+ONGrq9JlChUJHAQpMVaRdtq36ESTmmF6Yse0W+J/tyEDsD7n0ixOKsEgVu9Gr+/oYB0bsLBG0Z6V3F3PrvW8v0/2XHj3gP8jTc9GdAz90eG3wnWWByZ2XXSus7zvSIB0hFX3WTtYVUPcbRd47uWrlOSZ4ZqBdqGTqC//n5SV8qF4wZ1YLg7rL9OwvprJ0MH0hXXzvhPYK1PjPfH4Qold18hYF1Um/58hvvyuYYQgmUZ4+IthO/KqR4uUzJG4Mj/Dzz8CJ/xqlcSRU6dF9Rar/2cz+kVYs+36my7Gu1z8FxAqaXuSs7mJ2jTcrB91atHRZ+tdff0BjePnySJYwb5iEHulEhpnBFHsetwGoOJHSlbyog4zqjqypGyoxiBcneNNUQC8sjBfKWu0HqOJCJRirYr6QxoI0jiiEYYlKkRRBivSJMKhErQQGPAomi6DiUcZcBaB4FBR2caWi0c98xoar1y5xGLNM60MlMCawWtiNEkzujVgBQdmI40yYmEQtuGRncgNIlMEKZlWc5ode0zwjrSOCWKElblkunilKpeEcw/9yaXQThe4Hx5zPH0Llpr0rhwijjtsheN1eRpQqFSqrqh7Upa07lwZ9s953X9kxjWuvPyiW7jT+NI05Q3vvGNn9RtvigLn9m8oihqBqmDkBb1CmMikliwbE5IIpfLtT3YRiyPmGn3Ei7rM4xtsNEQa6HTS1q9QpuaqnamV1IpVAR13dC2LU1t+MBHz1gtl2RZQpY4iXScpNy9e5fD3LA3EiTU5GlEHLkEaaxdr7Y3OD3WWsclsNoJ0e3ai0X6lZiVjlTbdS3WalSUOU+a0GEI5FbpXV+9Kge8sy6Cu/cWnJxs8dKHEsbZTcbZLV7+QMb7PpxirSD1vJ/QMZBC0DQXV9phf10x5lb4Uiq0aX2HJ6x2BbFKfGfF5ZMhpJdAt56wvR4uPiCm1S1ah6gJX4QYsMYVINZqrHFOwFiIE0mkJFIKOu1k/8a384N6KZCbAeLoYudoXVC5IFKXbeRVUV3jjkS6iAFHpo0x2tK2HV3royziGOE5LOuC9WLm3Gxpvcu17WE91/XxeyHcOYgilzRuECj/wgforCWy8NqXdmClf4ELnEm3u87GWE9AdsWWkBB5aFUIJ+1XUiGfwc8KfLBQaGvdkcrHsdk+VbWO4wjnSXgVXiTjZxUIQW2ljcvossZg1doMMEsKfGnsCMM2+BEJpFp7/mjf5dw0d9x0SX7mMHbM+/+g6e/AyKt3BILD/YjL+/DBxwUPP/paXv7Yy0lTp/o5md3lbHHcLxq2hnv9MVlrKesFRTbqjy1LCqxx3Zmz+RGz5TlP3/to/wy3pmOcb2FsR1mvyJKcslmyM95ntjqjyEZsj3Yp0hHLtqX10HRrDV3bYloDcUeeDkmzCWU943x2TJHkmK6jKAbOx6grSaIC3daczs48UblgXk7RXYewEhkJ0mTAeLiLEjVd53y8pFknys+qOUmUUGRDNJJY5sRKUtVLlvWSLHFy/zhKOFucI5SkXC2cQeRgm8FwB/fWErRxSlmXzJsVaZyybEr3Ts0GZNkEa1qqeuZK0WTIvDnl9snTKKVcRli1II5itoZ7NF3NraMn++tbZCOadoVSKeezY06nt/sO9Uqt2N86dIsmbcjTASAoq5oiL/xC071vlHhRTo//lxvf9m3fxo/8yI/wwz/8w5+0bb4or2yejZgUV1GyoKxLlmVH2y1RUjAshszKe6TxgDweszXYZ1nfZlGVIGKKdETbWqRKWazuuclZGe7Mj3zFLTjcvsKoyLBCUK8WDBIYiFMimyBqC1GGzS6xE9VkQ0GeWCKVIsWaaGkxaA/ZuE6AYyaEwqJpG19ISN8BiFyHw5t29a6xSdobeWnrgjcDQVZYV7CEAqjTrc8R8hOIsTx1U/CqRwAsabTg2pVdmlb0DrWLVct8vgIEo+GzfSgCjBIS4I1PP0+iZM1vEcLDMG7/walPghrtwvb8pNt0TU8Kdst+ie7cJC2lIyMLofo4BuUNjTujsbrt4aswaQJrOMd3X4RYk2sdR0J5qa/uO1BO1Rf1nwuSbozfjhAkqSIyFt1Z2saSZjFJLDA6omkbD6t43o+Ae8eN776Ezo7qlVibfkpukhdIQV8QCCHojKZtNYPc+SG1jfHdHUCETqEhSqXvdLj7wmL7kFvroxGsPz/hO1L4gs4GB3BnphfLO3TpS2jLch3t4CGorod20mcVP1KIDb+kNewTlGjgic5Ce9NCD135rlc4LiHW+WXBTTmc//76+v89X+5u/A3SFO6/EnP/5QWpegqBZXtymdtnruBK0xQpFHuTS6gopqyWTJenDPOJk1N7flrdVRSM+u02Xd37SNVNyeM3389sdUaS5CihODVHLJZTEJZBNuLG0R3qpiJLcsbDLbbHh0Qqo+paFIa7J08zX527robWRDJG247J5BLjfMTp6Q3OFycE4YE8k6RxyuHeg7QWbh59jPP5MYe716iaiunixHmQCclkuO0k7ekAYVtW1YJRscV0ccqynDneUVtTixXT+Ql5NqTIRmRJTtPWHJ/dZlRsMcjHTOfHrKqF887JR2wPdp1DvYyc+lMbzuenzFfnTp4+3PX3leJsfsKldIgUhqqZ03aak/MjjNEsqxlZkvuusmG2PKNuKg52rnDfwcOcz4999I/rSkoE1ncZh/mQNE6ZLs/9MSu2xtu0ukQgaTonTmi6ypusWrJs8Kz32Z/U+DTU9fzj3e9+N7/yK7/Cf/gP/4HP+IzPeBa5+d/+23/7grf5oix8JsUeq7rycsvW+TWIhk5LzufnjAYDVs0Jc5mi5AiMRqkEYxMiNaDrWoyOKasIrQ3jYcTh7iFJNPAqqoz7LmVUJ8ec3fowqhYkSUQkWzdHmyXd2UcZ0BKnEXG0JmI6hVJ4wSvPzQhQjiHIfqWU6M7b4geDQWHBmo205nWoottegAs2iMess5cCA3j99zXhNnz2yvbTfefDbcrQmAGL8pBBNu0/GYo39y3RO/fq3tjO8YQir6Sxpuv3yLkjP3fRE5KpO92Cla6BYRVIgVQWoSCNvceNMXTG5X9p6+AcoFcUbZokgoMJlYrcfqkYYQviaEYSJQRpddPWTiEXjhPbQ1IuGyxki9FzoZrOQSpSKRSCumxQkcBoMFYS4DFj3DnLpcI0EqEEURSTxDHPpdnos8G8J5PfIS/j1vzTXxjzf/uGY9IIkjTy3UPRWxzIDdJzyNAyvvAL0u/gBRSIu0IFQG2TgO6IxZn8MDP9ABkdkYqxVqKNK+qey4NjHSbrCiC14ZsSOE/uOHUP7QmxLlCldMctEX0XM8BedVuug0U3+EwIwc7wOn/ujdus6hwlG/LoHlJqTzZ3v7PIxyRzxYc/+CFe+vKXkWQxp/Mj6qZkVc0p6yWH2/chhKTtKu6d3XJmp9Z1EsvaRTMsqzngnqPZytklGK2J4gjlVjquKIxTRsUEbQyDfMT2+BKNMUyXd1mVUyyG+eKMZbVga7TLKJ8wyEeUbU1tBU1bcrBzlbJZsdzImCrrJXEy4GA3Z5CPekgwjTOatmJUjBgWA9IkZ7FaUTUVZ9PbSGA82HbX19/Tu1uXWKym3Du9yfnyjL3JJexgi7JeUNZLsrRwjvZYtsZ7KBmTJznnixO2RgcIFFV95uF3RRJnrKo5WEuW5dRNSRoXSBmRqZg0SZiv7nI2mwPOVHRUbGGsYWt0gLVHTAY7tF3nstq2dlwQsBwghGJWztme7DPOR+iuJk1yhBAMirz3jHLvogRpWpTMiVWGTHIoNcPsU2cC+GlV1/OPra0t/vJf/suf1G2+KAufRA1IYuHkuTZBoNBUGFpi4R68JHbOvU2t2SpGqChh2Uy5e36HNM6Yzo5I4pRBPiaKDFJGRNEIgfMDubY3RD14yBPdlOn5CbrrHMFPupVNpEDJ2HMYjMfCdQ/9hI6Ee5GHLsza7dZxIhSRn7y6rr5QrASmRb+KFgJpjVNre4de8J0DH6uJ2qRZutFPWHZjexdY9ZJUlaTDJ591nl1Hh75DEjyGjDF9UOfar8dLob1PT7993IQce0fpvnDSMUY7SCmKJVKYfrK0RtPReTM7+uBS/Dlx9d2GUZ+HLgInRKmISMZMhoWDsvqzIrxCLmQwZa7w8xEargACK5UrGEKnxmdiWSzKMcrRWntVmOPmuILYYIzlf/+2OU2X8PS9gv/tR2oa0bpJ0s2Srsi13vR/Q7nmgk0FTd1ijOEdvzHna794i8985BwHrjgSuPWck/4y+vsywKABrurdjBF9t2XtauyhJbmGW8GyO7zOtHoA4V24rdVoBLatEfG6cHX3Nb472SKMRMXeq8mToDZVZ67QiXq3ZmM61wDtO5TrIimo6gBid0oIJGo3NIk8RqUdbddSt53rOEjlFUmWlA9w3/6CWyev5/3v+z1293fZuTRGICjrJUmccTK7w3w1xVjN2eyIw51rjAe7NG3FreOnyJKcLMmJoy0QUDcrinRIEmfuHvP8nropnVw9SjnYvUaSZNTaUFczVuU5p7N7bA33SOMcC+yMD1y3stPU9ZLZasa5bkjjlKapSKLUmQe2pfO88jBsrGImwx2mi1PGgy22R/vEsWSQx8yWC8q6Ik4qVtWM3fE+y9UUISx1U1Kk/3/2/jzuvqyu70Tfa9h7n/GZfs9vroEqKGSqJgJSBRiVDCJpMMS8ghobTa5R7NxojKG97bWTRiX40lyHOKCgVEBNmuSqSdpO2hZbo9JIynCBBMSigKKGX/2mZz7THtZw/1hr7XPO8zy/qRjSkVovsZ7fOfvsYe219/quz/fz/XwGZDogfZnO2Fw7x8pgjcl0hHeeteEGvWLAld0nGfRWWoPS6WzMxd0naAAfjUCrOpzXSn8jBKdZFpS0/ZQiT872ntXOCeywoazCPQ0aXZITw5NMyzFnT9xOpnMubD2KFJJeN0OpkEo3TcnaYC1cv4f98TaZzsnzoFXW63Sp7S5S9Ml0Thnvab8zAKmxpkttnzYp/b9D+6f/9J9+zvf5RRn4PPzQBZ73grtpasnFS7sBCh122Tx7kk/9yQWyQrK6MkQJw6WLV+l0gxT6c57zDLSqefzyhaB5IjWT2Zg836TI1gO5kGRc6Dhzx3k2zp1hZ+cyj3zy43jrGe3u0TSRe6M0QgT35kwXCPxS+kYphZQZQvh2ogjk26CBo+IEm0TeZORRSBEmJBLCI1I4JeNkDywEMEk/RnKUDNrvRy5PhM9vts0tMsBZ15Z3L34fUkRhgm1sIPO25cWRmKhl8GZqS9Px1JXBWUGeK4o8DGHjbKs464RYqH5axo3S3zZWU6XApzUkjCkUEORZCkTjOUO7X5F+GyfyZF+QKuyc90H7Rmm0zkmeYOF+BKVsIQO3JllICBUqzJ5xdooQJc++/YD/1zef5x89MCHW5bV9ivctOpFlAXlMHmJKwfOePeSNXwvPufNCQAKFaCutlJJtQJtK0BsTfKpUMhN18yBpjmL5eA9SRZqjW3SDwGc9C2PPGjb7j3F19AxwFYLIyVL5IYQtKkJHqYLErZJtsDMnqCcMvyXUR0f04COXtYFsa9wpJFKpgNrJo8H8fAzK+bgSAs88TdaYmkI8wfmN3+XE+rN5/MmMzTMnGPb6TMoRZT1l++AKZT2lrssgYClgPNvj8s4TlPUY6ys2Vk9BRDw3Vk4iCPYrVT1DSU236KOzbki5CoX1AZebja9yaetRTPQ9O712nu2DyxjX0JiKspygdUHZlEFg1DZY27Ay2OC2zbtZ6a/ymUsPs3NwFWNqnLXsjrYDIqJztNYMukN0FojJeZaRZxII/LvR9ADnGjodxbDfxfoSY2oyrVlfWcOYkvH0AOcstQk6Sf3ukEE5JNNBGmFvtM14usfG2mkynbF1cJlhb42qntHJu2zvX6RTdCNJX9GYik7RxztHnndxUnE6exbr/duZ1TOU0gy7q0zrCcYaNlZOUtZT+p0BeZZTNaG0vyi6jM0Y5xqcayAizJ28h1LQ7XaDlYgw9DsrCBTT+Bw3ztKLAZAfXmPgfB7a06mua7df+ZVf4b/77/67Y7/7H/6H/4F//I//8S3v84sy8JFCcLA7YzarMNYy6Ofs745Y31yhbhrWTqyyutbj4Yee5MyZEyglePSxS5FwOYi2CTleKIqiT5H10FJRKEljK2bVDnm2SuM8pTFsnDhJv99ndlCyfXGbi5ceYVaOwkvWNCEdYOo5mpMInK14WyBIBpVbhbFBoCyYCTpyVbTIiHVB7r9dzPtgtQBzyDr8fXMVAKZxx34eJuoh3o6uua+krkyElOdu7SKu3uZE4eSxlUplk55ICraMbUJw1Fi8VUjt8cK2tgMJJROxj1zkFaVgQSndiuIVebedyJMlQkqXLM6SdaNIcV+4L3H8RLXhpCadZ8HE0cbJPwUTkKrYQgAkhYqBiUZJWk0ct9R9c7RCqYyv//MX2Fjd5Cfe47i0He6Fc0kI0eOdpKoahPQIHSw1vv5VQ779v73CqbUmBtLhAEEPKV6J921Fn3fBr0xADByIqcY5whfSdoGfxaFQUghBkXdb24rQRwLhQ8CapBUW38yJkD6v0Fvk98SgjKT4LbGuiUTpvA1oEyLqvEML1aJQiwKb6T4Tj7XYpJDkMRXW2BpiMCdTSg2Pa66A22W48VcYz/YoXIdZNaaxBmxDpnI6gy7GNlRNydW9SxR5h353gE7XTUCoAkrYDcTmxkCumZiGppkxnY0wpkIKyLI+23uXWr+yfmcFrTPKpmRWTtEqY314ktpUNOOKbmdIXY6oTc3mymlOrp1FScXp9fMIERCqaTVG6ZzN9bPMyjHdrM+JU2cozQHT2Q4HzYSyLFlbHbCxskldl2gVULDuoIN1NbN6n8aEiqciD4uoUOHnWB1sUuQFt516BheuPoIUiiLrInqCvNNlMh3RmJrxdI9MF6wMNkJFVaeDs6KtpExQdaa7aDkgqEF7iuiunuugWt/L+4EMXk1Z6a8zmu4jhANRYqxldbBBbSqkkvS6K1TlmFk1Ym24FsdBOO9O1sM4S6YyRpN9TuRdRtO9gIhfQz7k89GeDnyu3f7O3/k7rK2t8ZrXvGbp87/39/4e73nPe54OfG62BTqLi6t7xWDYZ7gyDKtzpegPc7yIpE4l0HkoLa+bCV451lc2GM/2yKSg1x2SZR08nnG1z2h2ASVzpOozmkzodXpoKakqycVHL2DcFLBIOec0JA+jlvtiwwRuIkpiTEBCtMyC+FtUuXXOkmdzDkPrKxR5DgKBFz5MbFG2n7AFgcuTtcHHccHLs+6QZIUkUX7nTdO4TcrJPt3+ebS/cOzvQ0lyqlqSC/+dp+Bc4iRFBCDXReSXJBJvDBBcEI3EKrJcI5VvdYLSfqVUGNNQOxPREI8SCp0E8+JkqY5U/BxFslZWuqz1Hz40bkSbDkl8ntDvCWkQrWpuprLIaQolsYFTYJEuVGPJFm1IhrLJEHTxPlq8c/yFF13izEbOd/x/hkxLz8pQ8dLn9XFIfvv9BwgJz76rx7f/5SnbBz1e8IwZJ1cr8IJFeYFE+PU+ONG7ZNwa7+1iSi4FPVlEqxAWj1pAYGLa0ifCvW+DnqAUXeKcbMu4Rbq4hb5s2zEv7IAoBe+pxoSgJHmpJXf5wI1KqVIiWhOCNq2ydrwfDXlokZ1EGJdRCyk4yYfUcwg8HJ4a6T+G8C9jNN0nyzqs532yrEfTzBhNdyJiGxYew2I1BFCqwyza2oi4mBmqHCckeadHZRr2th5hMt2L+l7hnaN1EdLRMvTdymCDaTVBCsHGyimG/VW0ysNiIKLFWmVonVM2JTsHV1jtbzDoruK847HLn2Q6G7O5eoaYH6TfWaHIumiVsX+wz3gahBJ39rc4tXGOHXORPFfkWRHSpN6C8BR5Ft47RYagh3MNRTbEiymZXCXTfbrFCsPeGkIItvcv0zQ1k2moJqtNzfm1cyglGfb7KKmZmlnUuDTUZopjJfK/0qKnppN32kVQCCZ9NCOtmJYTpuUew0GBUkG3q9vtw0yG6rjeGp1OH9toQDKrRnR0DyccZTNCq2BQrZRiMttnWk4C4d5/dqahT7fPTXvPe97DN3zDN/C//q//K1/xFV8BwHd+53fy67/+6/zu7/7uU9rnF2XgYxrDYL1AFYKtyxX7+wd0ez025BAlJM54GtWwvjHg4pNXKbIcZwKPxwrLsN/lxMoGkGNsFVNRAmMdo0mJVpLpbJted41e0UN5xR9/4o+5fOkRgnZbUByWMVUVXuqyFaITBBuDAC3nbeVWFjkBEDzVQ5pkeVWSKrict5gFYnKojPGc2sxY7404qE6wvWUIyYWjQctg0EdxGVcd4PJzKH9h/qXaoBwHIvNkvE1/sIJye0tu2wBaapwMQUur3UPiecz5SHbhuzCvBpKvb4naQUnYm+BKnWcaYmWadTZO1ql8P82ifr6CjLouiZOSUKfrNa09gsPl7JH/I/IjgZ6UAukkOstadCnQeRJ9WJCsGgKyEDhPSiQr9RRAxIo5IeN5h8CpcQP+p7+p+JLbZpxcKVnpbYEQ/PDgPP/id0rWV7rc95wt1gf7EcVK56UxUU8oBT6Z1rEUXOFFrPBbSE3iRXu+3gmsd2RFhvKi1YEK1WQL6c94wFwXSKnodyx75Ry9OdyWxpw4GpqkYNC5pv0kkKCTCGQQ1LPWIZVcCqRTQNZqIzFHmMKpRiHNiLJaZyIaFgKpVGouhMD4QPieTi5SiZJOTzDoDPFAlnXJ8y5CCqpqTG1KynrKsL9OkQ+5tPMYu/uXWn7UsLdKkffpFgXb0322d5+gLEexT+fjpGlKVN5DSkkmcjKl6WQdBt2VwCuDkGJrSpSUkUMX3OczXTCpxszqKRsrJxn01sh0QdlMcX6DyXSP1f5GCNREGGt53kFLRbe/GgIOb8l1l1lp6HXW8L6m8RM8TUDyaHBOkSmL1tA0JV3Zpd9ZQ8mMu848B+csl/cuMGtmAbG2gVB9auM2Tq2dAxw74yoYgkpHY0qMaxhPx6ythOe/akIwlipIYf48JX4YwofUbUznF3qFTK9QVxXTchx4lN6zMtikqcbsHFzBOodaHWKtZnd0lZXeJkXe5WTW4+ruRQ4mu4BgmG8cO3Y/H22RzP/Z7ONPY/uar/kafv7nf57Xve51/NZv/RYPPPAA/+bf/Bt+93d/l2c/+9lPaZ9flIHP7XdvMDN7NLLh3B1rIajIFDN7wG13beCFQSvF2TOnWV1ZYTye0dSWTt5H6i6eNQrdZVaPo6u5mq/sjcRZS7ej6OUZvbxPJgums12cDdYFUgqU0C2O4hZUlKV3WGHwzuOic3WRdcJL+tBkmybH9qUZ/xtKbMOLw0Yy6PlzHXp6C60kSmZsdHcY3r7BtFZMJqCVZGNFI6Xn8rbg5Pr8IZqMdugPziNlg/B7WLdcTtjYHCFcW+2UyNRA9EpqWn6HkjporCRkI5IWbSQ1VzGXL4XC2BpnPZJAZBZaIpRrX/QpmGpaLk+Y6DKVt2XnKRUSAD4XS6dvnObb260YdleQLBIclyuPFu+DVjlaBr6KsQ1NUwV+k3MtR0mpZMmQgl0V0ce5E3QyU01VWkms8MXP3F8WcRQB9fv3Hwrl5P/5EyO+/R+f5y1/6wLPOl8FvExIrGmwkfhsjUXrcEwpRRi7kdeyqFHkAamiKrILiGEgVROCFB/SdSwghVIqirzb9omyFu8lxgZE4notyR0kAv+8X+eilMmGIh4sBG3OxRmQFpVwziCEnFftxGczEOSztGNS6b7zHq3mStY2krSVUNHexFHWK2z7lzOpJzyn3yPLgvq0cYammTErD7i6+ySD3hpKamb1jGk5YTbba9XG06KgNg3jyTZbB9tU1SggsZErlrh7w/4aB5N9dFaQyyC2tz/dI8s6MRi1zKoJ4+ke3sfUrXcMe+vRKBasbZhMDzi5fo5eMcAzomoqJuUBp9bOLxU3nFo7RyfvMa1GXNp5gq3yCr3ukPF0wv5kn0EnC4ikN3gMQiiECKhsSGkV9PKN8PTFQoSL24+zO9oiy/tMplskaYP1wQkylVM1MwbFBpPqCp28wHtJr9NHyh7CS6p6ysFkj73xNoPuCiu9DTKd0817EW0NaU8pDY0p6XQGFFkfj+Fgss1kNkUJTa87pKpLVntrZMWAST4BH/R7qlpxZWcHYzzdTodOPkTpcC+sNSGd+QVqT1d1Xb99wzd8A7u7u3z5l385J0+e5Pd+7/d41rOe9ZT390UZ+OxOLlG4nLqpmKr9IM+u8phmCOWknfwMezsj9vb3QUjuuut2irxgVD5JZRoGnRNRat1iXIMNHgUomdHrbbDWH2L9FPwqUkq+6i/+t3zy4T/m4T/5T8AC1O8T/0BGknFYdVYmCHolV2kWgol589fMQyfY33tQUtBVe8g4ETvhgpoue6wWnmFmUDJrJ/XbN4/ubzLeiUeUCHaWvqumI2xxEiUFWlwmU8GlujZ1rAKal7Vn0RMqOcU77/FW4J3Gpcoh4yBq2+AVaInKfSDpErlDbtGFfh70JHI3MpC1ja1pbB25JGGCC6TkoF10XAsCc/DEpVOcPb1CJi6ShP+u1Q4He1qHVESy0UAqNKJFYpSUMS1jUXJuxBkEG1076adJOwlLeoimsZ6m8YwmJt4X+NQTB/zkr23yM9/1BM5DY8p20g1iigKpBdYHQUWtw7U2jQnjIdPUlUFKEU04s1gLFsnRLqRrrA+mpokcvtQHsUnykNqT8ggSuNTXJP+xEPhouYCmxWqzgECFD8KkK6Ibuw82K0K06EWo+ArBS6joMTGNrKIdQwM+CDSKOA6CbISPCuYpuosVjR529m6HFbAyY1yOObFyCmsNdVOyf3CVrf3L9DpDbj/9TITKePzyI+ztXyTJUKRqNBtRpq39K8zKceAjIRj0Vjm5dg7rDKPJHs5bhr0Vyuip571vAxoIBPMi66CHm0zKEVrlTOze0orfecfKYCMixZphbwPjLIPuKt2itzT2k2AqXlBkGeOmYjwbkecdTNMwxbM6OElldoMRab4SeIRC0M37eCRS0ApBAmQ6o6pnWBR1U7ZVU3VT05hdtvYv0ikKJlMT02V98rxDHoOOR3eeQArBpBzR6wzYHW8xnu5x+6m7WR1sIhDUpmJajSirCd3OAOsqJJY86+G9JFedIHkgRRD5VBqtNfujbbIsYzKbUNZTBv0MKXvsj3exzrA2CIarBwej6z7zn9P2OeD4/GmKfL7ne77n2M9PnTrFl37pl/K2t72t/expk9KbbMkvqVP0Wv7BnL/hKbIeja0YrBecPHUnHku306WyY8bVDlJkNLZkMptgnGUy3UdJxcrgRFA/7a3ifEOuemjVQQhBp+hy22138ycf+3BwmCatdF374k4t6I/kSGdDYOOvpUR7/MSdUkBCCDbWVzi90ZCLCufDPqScp7fm1hcW7xWHUzhHj3gYdQr/dnWJxWHUBrqzj7EmVJtEXk2oKRax+ihK+OOwNVHSX6J13goOppJrlWVkWrZVRxA4EELOUbag2DwvZ69NFftRRy+rUDLe2FARE1JtvkVilvoxQugupkMev6DodJ7J6qqgnz10pD8W0yntZxG1kULgCKXWyb3cR4J11dSh3yKZFmrwLKVo0rmlIDZMorFqEMHlvYKDSQjqkkTAB/6T5a3//Fl85+s+QZ659hhKLZ10vHfh3JRS5IXGufBc5EUWSuKtW0gtzKvWIARsiW+j1aE+BLTcxbPRBmzXG09SaiQa6xpqG6qdZEREk16VdQ7lFVrH9LAAFY+bbEtShZ5a0CmyxrbPV+CJ2VZeIQVKc3VwH3W4sjYw915i1Fn6XUkn1xTCgPeU1ZS98VUQno2Vk5xav41Cd3h86zMcjC7HIFvTLQYMeqts711CoqjqiiZKT3hASEm36Lfvok7Rx3vHZHaAmB2ElFM1odddiYiXQKmMXkSIGmvo5l1sd7VFxKxt6BXBxXxvtB0qHoXCC0GnuxoWa4eQuG4xQEoV3NxXG564+mmss/R6q4wne0hxQK/bxYmGTtZnf3YJpA3LASHxfl4F4L1n2Ftj2F9lXNU0piHXBafWz5NnHfbGWxR5h4PxLmUVxFjHlGQqp8gnnD+9QqYzlBQMWaWT9eh1BvSKHmU9o9dU5FknVJQ1YZGilAmq6UIhhabIFIk4r3VG1UzYO7iKcUGcETzrw5NYV6OUxBhHXTdIpYL4Yt5l2P3C6fg83Zbbhz70oWM/f+Yzn8nBwUH7/c0W6RxutxT4vPnNb+YHfuAHlj47ffo0ly5duuZvfvZnf5af+Zmf4TOf+Qx33HEH3//93883f/M3t99/1Vd9Fb/3e7935Hd/6S/9Jf7tv/23T/m412uJ+Auu1RUJAnMZ3jYoqbHe0Mu6GLFD1ZQIczL4uNiSbhZWOQkhGfbWYipKsbF6htF0l1wJ+sONdrUb1Gahrms6RY5QadKVbeC1eH6ImE7geOLxYbLo4m/TS1tpxcZqn56+DOQxHeDwPjmshxLrYLOwSJC++QG1lCLxQU/IojFuFvblJMFoUsbJJxyj9rHUOVN0soAsJOg8WWskbycIq3GIwYxUeFQ7oXnvMZGs7gF8qGDKs6ItiwfaoME6Q20blHdoOScpt9cUJ+tUHj+blXR7Gb3MJ6bB0vUfugMLVWqe4ByeL6RDfVut0/7WB4HF4CQeLBiSfUfyAksVeULKdlI/vT5m88QqV7cavu1rO/xv788R0vGvfnef337wFP/k7+7xJbdNwhhs0ajQb9ZEzaF4vVLKVqPHWtvyaBLvKCwMdKzi8TEen9OgD7dMB6fspty74VhqyfnRwNP4BkFAaRrTBD6STITm1GVRnXyBG2etwZL0hYLxbeDAhEKAZuF8dSyvt1GDKewzBelRVkIo9kZ3sH7yNjrDHpV11LMDZvU0ilkaqmaKksElfWe0zaWtR8O4lor14SnWhyepTEWRd4LPlg1eX70i6IU5aO1PlNIoofBe0u+uUDcl03qKloK6KekW/aXnU0akparHWGsWLD5g2FsHIahNiROCshrRNCW20+dgdJX1wSa3n3xme2/SbwMxP7wr9idX4gLFM6umSC2ZlSP6xSmSwazF0ctW6ObLQULi5ykc3bzLam+dU2vnGM/2SAT7LCvoec/q4ATOutCXKqO2TQhwnQHhOJju0u8O2Vw908pQgMeYGVLA6fVzSGGwvmkXP8Y0dDsD6qYk1xllPQERlNbLesbGykmy6F/YydaQosAWAhPFRo011PUyx+/z2Z6u6lpuT5W0fLPtlhGf5z//+fz2b/92+2+lrg1j/9zP/Rzf933fxy/8wi/wZV/2ZTz44IN827d9G+vr67z2ta8Fgtx0Xdftb7a3t3nhC1/IX/trf+0pH/dGrdcdolUox1Rx1ZdQDwhVBBvDkxg3YlRuoWUoYXXO0clOIiUYUwaxKwSj2X7kREgknpXekF4+oFsMSKai8yDn6HkfnhisM5G4GFavaSW+tN01JpOUVjLWkOmcK1dnrNxegC/DROViZQ8OLTSpckLJQIpubNVO1kf3HVIvKWUUP22JhskhflYqwsI45uIzHfrbh5W7dxYRA7osz1FRZTnYdIjIHQkBkDFVuxpPE3BICcZgRgRERMVz01K3PI3F7SBWLaFQUoeKK++x3qPFfN+xc0OfqFClowvPoHiYJBK4yD1J24fzmHt4tbYBUge/rVguvmjSmhAGgSCRtRPak0rtQ7Cjo3ZN6CdBClAFJ08U/D//iuVr7/8Mr3zROifX9vmx/+9tPPy45P/9jpx/8eZLDAoJXmClJenwCCmCKagP2kGBuB1c6k1jESJ4d4VTlSiR4WUT+66OwWFIWR4zpAFBN59hq1spCV6sbpOtAnmYkHWLeAQtx7ndhknaVqTydw/CtQuceZ8Ccf+B1xSqJ1M6cLH6LNM5xg8YnnsNNTVVPWHQW+cz23uhQsg6xrP9EOSahmk1RSsd1JdjEDPsr4OQdPMeTW8NY2ukzMl1TifvolVObWrqpmJWTeh3V9pgPjnZ51EKIaGdS70lBL1iiHGGXHejH18IuoICsuT0+m1sjbepqwlaacpyRK/ba6vIEl8GoJPPLRoyXSCljiRohZQ5ewe7COG4svsk/W6fxpU436BQZFmvDYETuoYHrTuAI887TGYHWO8iChu2K7JeQOCkYVaP0GSRXN1jVo4YT0ch7ZoJpkXOsHuGqqnYaraZTPdojGU88xhjUQpWB6cQIsO6SNQXkkzlXB5tsz48gfeOc5t3IGVIwfU7K+TZgExlOOd5fO/TCOHJdYemqY/0+eetPU3y+YK2Ww58tNacOXPmprb95V/+Zd74xjfy9V//9QDcfffdfOADH+BHfuRH2sBnY2OZOf+e97yHXq93JPC5lePesImQV29MTR0nViklxjSc2bid1cEGWin2pyM6ehPrPFu7lxnPDlgdnKBbFHQKxe54G2Mto9mYjdVTOFNibEVRKKATVm8Lq8mqDC7wiDmR9biql0T6Tb5J1lQB+r0Z0zwRHvgAFStuP9dD+IO5J5WIfKKIriwv1ueT/9yVeznASp+larRUzhyMUi2msZRlxsaqRkcaTdAeqqNAYZi4EqoSxOPCaj5TYYK3PthbpD5K5xBeqIFTpWUWy5oDqiK1Qlg5X4naoCmTqfxIkBi0ZTJka366nPZLbX29Q5E9ifCXcA6sTWXfsjUZTb+Rrd1I4KokqYCgWJ0CIRnTQxHVirwwRJis8Mk7zLfBZWIwRfpu9KkIRGklJf/8f3qUpg5VNs++bYx1nv/pmz6NkprdcUY3j8RuPCoTLUFaKhkCHiHRQkVcx5MXqlXZdt6gswK8wlkTzU6jr1cMMKw1OO2OVBeGMVQAN79qDsiNDv3q5iKGCQmZj8eI3IhgJGmxiNazK+7ME5SwY4CdCOhBO6mJpfsqBhUmlt27dnwgBNrXdFeHlLXBVZLt0XZIV/rAddpcO8vBZCeoF8dqs07WZW1jM6Tv2pRyMN713tGYGVneozI1edZDK49TGZUp6bjeEgKtdYFqgupyAACPor8ypuqU1JCQSkK6t1f0QYR6wfFsxKA7ZH24SeOmlNWUcXnAsLd25N6lcS2FRoqgGaSVZuegwbqSshlhbBD/G/Z69LobyPhuss6hpKTIuqwNTzEuDzi5cjuzahqJ5HOz2iDLEca2kQ1FVoRq1mZGt7tCY0Jg5bxgb3RAv7iNndEWV3YfA2EockVjFLNqnzwbYC0cjA9QKmPYX6WuS4q8hxCSjZWTzKoJ++NdNtfOMOgH1ekiBqBlc8DVvYt08h7rK6tAxlRNb3rsPt0+t+3rvu7reNe73sXKys2lG7/pm76Jn/iJn+DUqVM3tf0tBz4PP/ww586doygK7rvvPt761rdy9913H7ttVVV0Op2lz7rdLg8++CBN0xwxGwN45zvfyTd8wzfQ7y8bxN3KcRePX1VV+++Dg1Chk8TxijzoPngnaGwoHe93BlhfUlWW/fGEg8kevc4Kne4GMgsrJd84sjxUY1kpooHfhFk5ptfpUdb7DDurS/yP0cE+jz/6KHkxF+47HFS0+jtp1acydOuq7oBEdL32KlogWifsExsr5OIxTPsiU236pN2+TVMFVEkKfQjNmJ9bmnAWJ4jEJ8JB0zi8haJwyOIEwm7FF3MdS6ZlPP6c8CoQbZAT+Bd+bouwkGbxfn4OxjQ4GVfpsW+SoGDdNG0wdiPoNylfe+YvbLyn08k5sV5TqI8H2Nwls8zk5zTnZSW0EIgIj2qDs8RVkiIESgHM8ggpyVRGY+qWJ5PFidEb3674F9Wkm4SAwILidUCgvBOB+O3n3CDnLat9i7GL9y66ukeOUwhuiWnOGPA6E3VzIIk74ompxvmYTRIESgX+T+rqFMgbv0pV3ToqGxA70xLSk+aRwyMitychjOE8AhImowJ0QtXafsfFABsCCijwre9X9PqSMhzX2xZpDRczDP5NRcVs/4DRZJd+ZxCqO6PERCfvMi72mdQzjKnoFL25HAG0Y1frDGkq8A4pArpS5B16ckBlSpRQVPUM3Z2/Ezt5N/puzUUYj4xhpVEiWJ/M9bxc9L0qwMN4sku36HHH6WeR64LdyWWsu8yVvUfpZN22Gi9i0zjvmFZjxtMDVDVl2FtvF0K1AZl7Gjdhf1oBJ8GP0MNuG7RBQJA7vXVK78myLlVTLqFLqcnYP5nKKPI+uwdXmZT7IBQHk32MrekVK2iVcXH7IrWZIVXgl81KAIP3UEcbjNF0j35vlUFvhSwrcDJD4qPOEphew8F4L6TCdUZRdGJaTtDtdDkYj2gax0qvh+889azCrbanAZ/l9m/+zb/h6tWrN7Wt957f+I3f4Id+6Ic+P4HPfffdxy/90i/x7Gc/m8uXL/OWt7yFl7/85XzsYx/jxIkTR7Z/1atexS/+4i/yute9jhe96EV88IMf5IEHHqBpGra2tjh79uzS9g8++CAf/ehHeec73/lZHTe1H/7hHz7CDQotTMJZXH0Ya8hEgXOWUblNlkmE6DEqS/amUwaDTQbdDlIGOXUtcxpbM2vGrPU3UFLgfMOwOwQhaYxiXG5hXMNq9xT1rOGjH/pPXNl+NFaRHF29Jb+lJqZKtMrjSz+8GEJVSBMmWjl/sS62JX6Oh43BDgKFt2nSol3phu0iEdo2YQJIqaFYbSTUgoJtW3FkWxKljErRzlmcDRUwuhAgDWWV0cvmCFK6viQWlyaOcB0uVHSlgCyeQ+I35bpoRQwTryTp/8hISK9NhY5ePiLm+a0zePLrUGtjvwEzaymAE6t91lcuocQOif8SxA/BeE/jmpZEK6Vq+yT5LhnTYF2TEnNLQWqarEOVl54rFguBVtGHKopTJiPVJEKpnAvIhojka2RENKJDu0poUTjf1D9z1eK5EahamiRjElGk8wuaUtbNK/HC8WyLOqT+sDEQbEyDEpLKniHTGcatUFdjvNtv+/dmKYhhsZCOG7k20XUdmbR8BBZa1A0fAoAi+qoFRM3FoDsFco66KVtPsqSmDbSaNnKBYyYQlHVOtbNFd1hQliMkhl5nc75YwKNVzqC3RtVUeKlahGHx2U6l1/3uCrnOYTZ/JjKdMy1H1L5ipbe61BdSSDpZFydki0ilCrS0XyEkvc4goIGxOefYG28zqydMqgllNeb02ln6nSFSSNb6p5iVIzicCo53KQTkIQ02nh4wngbF406haGxANrWUCKEwrmJWjdn2nlNr5yIh3NE4z2fGJRuddRofAvxrhRGJxF/oDlplVMaxd+XTeGejBtGMcbkfFKxVRm2iLYl0oXgETdU0aVlGlnU4mE1QUjPoFoxn++weXKVuSjZXz1I1wW7j1IlzFFkXvKeb9zC2ZsduUzclo+keuR7c5Kj97NvTHJ/l5r1/yho9N9NuKfB59atf3f5977338rKXvYxnPvOZvPvd7z62/Owf/IN/wKVLl7j//vvx3nP69Gn+xt/4G/zoj/7osRydd77znbzgBS/gpS996Wd13NS+7/u+b+n7g4MDbr/9doydAUO81+DDi3Klt45QFgRI1cN5GPZW6OY5J1dO0M171Lailw8Yz0YYU3N2/XZ6kXDogdJMMbZByw12xp9kNLtMoXtI0eXqzmNYW7ceSYfJzNbZ1uMrqTHLdtUY0iveKZIeRkqlLLek2CxZWxsi/MWIHAW7ANciNZDSVYHzI1p13HRuqaJGRiuAxOcI2ifzSTEcVuGsB2kwzqFQYDKstASQab7fhC6lJY7FBVp11CvxPpEX5y0FCODjxOXa83DR3kFEKEAphTOxXF8fFRpc6q34olBCkCuF9Y6N1c+gmM37R0QUJR67iIFj2m0I/gJCVTcVIXDQkZMSJqvaVK1WTgoDhJQI59sgNay0gzigXBCVdInonPId6dxd8PtSHrwMv7cuTPZSJufyOc8lpdrmJrfMrRni/ZBCRe+savlYKXQRgkzJFoFpg1mgNqeYTRtK6ZByJ567m6dzRQpnFvfJ0jhK56pUFpA2mywywr6k9xDTm8uk8rkCsxAiyAbE/WdiLhWQjHHTGPL4qKc1P495gCFR6y9n3OxRjTXrKydpIm8u3Ykk+BjGmgapsLbGq4xgnjq/rnYcZ12yekbZlGS6iHycDk4E/t/igkhKRa87xNoGnRXtYmcxkGwJ/i4836ki1Pko0BiDu9XBRotkZSpH64KDyQF74y1OrZ1fei6UDAKr4+lBMCjtDpmWE4o8a4PexpZx3NZkyjKrJ1zceQyBCEKLxQp7taGrNeu9PqY6aAO345r3nqoJpHFbTfHOsTbcxDnHpBwhIiImpEQJENK1Xnd1XTOZjUK1W3eV7b2L4B1CKs6eehbSm4Cyxn6ZlCP660O0yslkTm1nCBm4nYlP2Cl6VNUXTsfn6bbcngq5+fz58zfeKLbPqpy93+9z77338vDDDx/7fbfb5YEHHuDtb387ly9f5uzZs7zjHe9gOByyubksFjOdTnnPe97DD/7gD37Wx02tKAqK4qh4mvMmSsoLur0hw+46uS4YV7tUZkYeUwFquAKs0c379PI+hQsEQmd3WetvRMh73oVd0adiRuVLOvkKjZlSNSVrvTU2Tmxy+dKF6y5/Xaz0kYnwutASbyQZdS42732oaPCJF5GzOpgHV+kFLaJNdXq5prJWKVQrepgqYJx3zKpJeDlEZ/QiWnM4F0xFcZKmtoBFKIfSMhilInBNCflyabl1JvhcRRsDD3hnQekQgEXibRJXc96RqaLl0GjCSztwgFRLfk0VX4G7odvJaZ7OOf5lGxCvcDsKqQBJbc7R1Z+K3y+mGNJ9YekGSqHmWjcE2YE868ZrCGkDaU1Ykcc0jRQiIl4u8nxS+jCQupWcp23iHUVJTa7jaty5luxrQpkczvhAVM4ib0eGgCyJSnrvkCpry8tTcJuuM42TlJ5jye089K+UChn3JyOaZaNIZK6vMhXn8K7CxW0ToTiRzZP6+PXgn1SVE5lxoQTdpWCcVvKgbqoWFVNax+q8hWtauLZc5zRRU6mNIWUYU2pBvFAI0aaWAXp6wtQO2rLvhOqlc2nHAIrVwSaj6T5lXcZnZv7ecXFhk+socOl95HQFxLPfW40Lk5TwmO9dqwwd7VaSNMRhIdNw7pLGWWR8thMfUHrPSneFTtZbOB+HoMDLnCt7F1ntb0Tn9wA7eAAnWh8zvGd3tE2RFXSLPrNqSqeTsdZfwVjQ8Rk1zmCtYXWwgcBTSNiram4bDFjpb7AzunpNTSfnLJWpYwpS08l7rA028QTLDgjB/qTcBuGREhozw1pPVVcoFTiNs/IgBpN9GtsghaBX9Nkf79KNatgrvdVwvd5QmUns7yBdUGQdhr01Br1V6mb/2gP1c9yeRnyW21d+5Vd+Xvf/WQU+VVXx8Y9/nD/7Z//sdbfLsozbbrsNCOTl17zmNS3ykdq//Jf/kqqqrunC+lSOe63mXSiFXVlbY9ZsM2s8le1incfaEi8yct2h9hWZHpLWpymHPeyvkUdvHgiTivUekHTyfkyj3RbLbTWVmbFx4hRXLz9J0u1Jq8A5NyJ6ZkmBtTWLBFkWt0HgrEFnmjtv0zRGsz+SHIxGhPIaT3/QIZdPAofLtJch+ORNtviiTZNx3VRtWfbi+arIYbHG4xqDygRCBRG0UH5cz/cWLQdU9BxKXAdEQBqwptVcCVUrYl7lJMDbkHZJL8vW20wENIUsoAJlPQPiZCsD2dP7oHxdZN3rTrRpsk9wu7XZwlOR7lFCfY4ibMY1S8hGrjuHOFhHkQ2tsqAMTEjTpOvTsmBRvdgTgpnEv3Lx3qRUW9iXgix4elkLwf3Ao3XgetVuXq7tnMWKUMWlpeJoFC7aIDL8KwRnlhA8Hr76VEYOIIVBZzmmLts0UDhmQufmqdakD5QQqKX3dbwXWupY6WdJ4pNpH86ZyMuYKyLbyIFb9CabB0JB3DBxs1JftEHtoWesRaDKjzO6OmBts0AWof8XRfoWmyQE3kUWjDO1zhdQO9pElBCCXt5b6ueQYgYRUVnJHPVpn1dPlDw4fjALOPa7RORf5N/kuuC2zTsZzPbYn+wyrcYUWTdyeEqu7l1kPN2n2+mHAC6imdY5LAIlJevDE9EnbNjeA0lIy4ZqVs+JToH1MfjMupGnuNxSqrxqZkym+3Q7A0w9xQk757otnLtUUDVTqnoEZFjjKPIBHkdTz8B7iqKHtQ39zoBBJ/w96A6ZzEZkeUG3GKB1IINrXQS7DFuSqWB9sz/eISwgj3JQP1/taY7PF7bdUuDzpje9ide+9rXccccdXLlyhbe85S0cHBzwLd/yLUBILV24cIFf+qVfAuATn/gEDz74IPfddx+7u7v8+I//OB/96Ed597vffWTf73znO3nd6153LGfnRse91dYrVukUAusbkAV1UyJEjZKaQnepzYQs67DSOcnMlJF8KMlU0eb1y2ZGoTtIUuAQhq4Uik7Ww7qckd2jsTWNnXL6tg0++p8avPPkRUbSqll0TM+zog3bk7ieEFGczjWsDAdUdYNWivNn+uRcJNOO3npOpk8xK2uGw5qO3gn7WXoPCg6/F0N5tomoiI7HlCgh6eSSsk7VXQIHeOepKxsmGS/QeeCWSKmXUj5CSPIsR8gO2tsYGKZqp3npd0I9QrWXRwlJoYsguBYr7Y6ziJhfwJyXEo6bBb0cHzgK0i8HejfTpjMYFHHnbXJqrgy93H/grMXhsba5Ju/KRTHJFBzpSMSVQoZUmpBRS+kQyhf/a9NEH5EerXR7NlJIvHKgFJ4GY2JKScRtCSmedEWJuGyVIc86R9CDwN8qUHGqTukh4Rf6wltCdZ4ik0HB2bghdRPsAGREVtzCvSUSiVL5t4zplFaeYKGfU+AkY9oypOTCdYX9+oCILaSSPBacb8ff4sKqTd2q+WdtcCquHReb8hIHW3usndxog69rNSEl1jsMnkLqpecvU5IsWoMA5FmoZsqPS8WKZCF8+GOB4uj4uplmnWNntMXqYB0l5u+VQTFgWs0o61kb/EsZ0JZMZ0zKcRt4nNw4x5Wdiwih2Vg5RVVXTGYTVoc5znXm9yJyqbTKuK3fCRIPzZTRbPfY/jO2ZFqOmMymdLsdprMxVTOjmwd9o1zOCwsaO6M2JXUzi4FijlJhHI5n+3SLAqUkme4yntb0ooVI01Q4b8jzDgJBnnXIsw4d3aOxMxo7Y1ZOGc3GVHVI3dFy3p5ufxrbLQU+TzzxBN/4jd/I1tYWJ0+e5P777+cDH/gAd955JwAXL17ksccea7e31vJjP/ZjPPTQQ2RZxitf+Ure//7384xnPGNpv5/4xCd43/vex2/91m89pePeanvG6edTdCWNh1GZMczBmDHdfIXazqhdiW5meJ3SRIKD2ZVgFpivoVUnpmDmEPniS0ksvZQtzjfszx7n5JlTPPn4BZRLL91YfuptLBWOq2wCFP7M2zMUI4wfIPwMJbbacmghRoSnUwINm8MLuL7BRyFAbqr0fT4xO4IybghiAtdAK01jHFUTVvHS53ghyHKFtw4ZLQ/qpmyxEYFAqOAsXWQCKzRVU4eJDFrkRApBbZvgZRR/p3UedJWkpDGhnPZaJpfEyTGhAOGjBSf4GHDVpkZHvs01u0Esoz5t57R/pZTX0SkpBbDeB/NPcQjJTAgfMb1UZJ3oPh+vd0GccHGf89/7lo8SELqs5QupBXRLShlSANpjjUBKh8wD0TmkFqFpKrwPmjjBdf24vhUtN8lFboTwgfjLUvItTHIpcKiaVfAlixYqMpJyE9l7TibO8H6O0uiI+og46UOY6AJiOkd0dAoUvI8pIN3ymAIBO1hRSESbUj0ubZzu+Y2azG9D530moymrm9cnugqhWOmv47xnWo6QUtLtLP8mnYeSmnJ2EKv58oV9CGREdo5Lz17rnFsOHQLnQYnl77TOeXL3AlJl9DsD8ngftNT0si7701lYKBACxn5nyKye4P2oLT/XKkMqhTEVmV7F1FUotmAJMEMIyeNXPsX6yil2bEZtLbrepqNkFGRdPjfnDNY1GGsYZhtMZ1OKrMtKf7199o2tmFQ7IbAGvMuwLnB9nDN4YekWfaSq23R0kXXIpKaqZ9RNjXMwme7Tybs0pgmcpazAOIcUHep6jDWW1f4GnbyLdw71hUR8Evfxs9zH0+3m2i0FPu95z3uu+/273vWupX8/97nPvab09GJ79rOffd2bdqPj3moTQqJ1F+U9m70MYyYYPFU9jpC+wPqSnfFlOvkGSnWobc2onrBGh9VuJ77w5wFOqOipMTG1s0hQ7KghTb2Bb/baUu5FmqdAoNDtarfT6XDmZBfFVfCg2cULH/yFCHCsZ+Fhac9BIgmckxAYHK8T1DbvozKuaSd/b02LpNiYwsELlMjQWYaQSaiQOCEvc47SCj7vDrD2QqtLk3hE4Yo91jlcdF5PTcaAUQmN0Mul4sfcxLB604G4XZsqCsdlCy9YPzeJzOQ1+sJHgciUArn2Ki+EPfPgJ5COA5KjlCZT+dJ9TVuH9KBroftFHsphsmcbSMVxkdSe52mhOfZkrMGYJrrBzyv3kBbTyIDGCdFaNCQX9kzn10fSICJ/eQjDnY26OotjXrTjFQG9/HG8eyZ1NSGlKsMPHEIEE9akwg3zqivnLY11kbwfzj9o7ZglLpjWWQz0TKt/ZKDlpBGfAykURGK3sQbl59YkxwVA12vKX+Cu22/nwo5sAx/rHJW1dLVeeva9Dy52dVMiEEzLMUXklMz7dJ76MgvpvyN9z5yHdzPtoAoWGMN8USrDt+NdIMicxDUNVlucVHMenQEtctINk0JSZAXb+0+2vKn0nhmunmegBEWxylYjEHqGkvnSc6WkwkrJTtXwkf0xJ8SU27oKrY43qnU+EMY7uQhaR3i6eTfoC0W5icbOcK4OHCtypM5pTHBfN7Zh0FuhyHKELGJ63gTl5ah/pmPw3OsMGE/3KesZp9bP4WyNQJLrnM2109TNGrOmRniPsRVc513wuW5Pc3y+sO2L0qtrVu/jyhIpwsq30AVSRDKyKaMBaR34Oc0e2hZYMeDTpefZuaNnw4tG6eXuE1JSNSWuCVwA5x1aFXTzIcXakEf7lwK/qDZkedZOIJLAk+n1MgZ9wyDfQ7KPtYEUqWI5b1jRudajyvuQilqcxBI8m9JEIr1AF3kMcb0eJpjouYSkMTEtESe3EPSEahMpFVoLjPWRNCjxToSS94UAKxF3lRgH4b6IFKhYwg6pOizwMzKZt07aKZgLkPvNaWgkTkyqQkvnQOQiOe/Q4lpBT9sh7Qt+NqtxrCPZPbRJnOhJUz4t2pI4JMvnHPo7UxlOajBVu+21mw8l6t7inCe5yy/JB/gQiCTujIjpwqTT5HAgPc5YbCNQHYVwHufqEHK0QoDXOYd4D+aVaMs8oOU+CQhj4KdppFJtUBq2ibYo0FYaJYQqifyFQNu3AY8Uoboq8X9abaeIfIlIDDa2WXrbtziUd9H6IXDAVAy85fUC6Wu0XB/g/do8EBFiaSwtBu6ZzpnVE5TS1PUskvmPKqAn3abGBNG+474/LrW61BIAKaHQCiUiIteezsKCrDaMLo8ptx+HTHPq1ElWV9dQUjId16yu95dSnkpmKN2BBbVoIQRr/XVW85wDl/GpasqGVQzrEbnutc+PsQ2oLls1nNU1m1oGUvc1mpI5dWNQOsfHyrb23UOqYm3IVDc8E06Gyi6p6RY9tBbkuovWRQjQPczqMpDfVQjKpFJonTHsbVLVMwbO0u30yLN+FJl1NM0BRZ6hdM5oPI68qy+gjs/Tgc8XtD21pPF/5a22FZLggD4p95hWuxS6z1r/PLPSYExAaqrmIECx3oCbcltR0xGhaqPQ/fZhTxOUFIqO7sYXtosBi8e4CuNmvOT+V/Dil/wZ8kyxOuxy5rTgzGnH3bftcfe5Pc6tb9FTW5imCqrSTUltIsk4kmiDgGHgFQkEEo1z4KzHNBbvBUlPxljTOshbGyounHPzwCNC7cklnXav4bUpfYZEk2cZKpuXkYdJLJUDq5gzzyiynCLvBDTClbG3U2pLxnd15HA4SxaDhSRtEAT6buHp9anqx7QTJIRgyC1Uexk3t4lY/rmPOjDpd+F+1nbj8JbtlcTDxonHtyjVtaco0aYKblheT+zXWOGWPLMa07T7stGsNZW5CxaCP5Ec6EHpoDS9yN0Iwaeal8gfOno4Vk3VlFgXxPzKeoo9xi6hvToh8T5jXD+Ppp60QUFKoYYXetCiChVpsUJMSKxtIv/CxnsXAh4RNY5CcGlo4vOQ+EHONghBi4IJOZ/ciqwT037z1FmoXmzicdytjDAEzQKPLxCIu3pu5rvYjzIGZMCRNNdynwk6eRel1FLglL5b5D0tNu891lim+yU7F/dwxoGFjsqQXrB9YZetx3cwZdJcCgjVavGfufeef8uX3PU7nNscceXiZT7+n/+YP/nYJ1ldGTDszdNK6Rnq5t32XqXnYrM3pFv0GdU1ztQMdRakBxb6wFhDaRo6Zo9zhaBXdBAL75dDV4Qgo6xLOpkmk8FOJs86LRLqvAnVW75BCA0ilJ1XTYnWgk4xoJMPkEIH8rfK6HZ6Ib1qa6QMCGeuciazA7qdPquDdXLdIVMdpNJM631mZkRjG+q65sruk+yPdzDmC+fV9V+i/f7v/z6vfe1rOXfuHEII/vW//tdL33vvefOb38y5c+fodrt81Vd9FR/72MeWtqmqiu/8zu9kc3OTfr/P137t1/LEE08sbbO7u8sb3vAGVldXWV1d5Q1veAN7e3u3dK6/+qu/yutf/3ruv/9+XvSiFy3976m0L8rAZzwds7V/hYtXH0OSU2QDJtU+4/IAj6eqawo1QNFDsUImVshExqqWWNMwrcbzEmrXMKv2Ma5hPNunakqqeoYxJmjMeM/26FEOZle5vP8nFJsZz7qz4eTKBTryIh15Ge+Chk7rEh2rd4RUaJmBlzgr8E7gHBjraBobnM5dg/cmkpQNxljwwek8rX6rpqRuyhD8OBPOsZlRNrNQAi4C3FvkQcW1yLpInwd10yIPgUmqOEmiehFlIBKWU+m3cTXW1ZRVhqeIIoOy5WYY00RdmzDZhRx8hbF1IEffJLycxB7rpmrTPD6eY8tJiJVIPqbCWo8svyjIeDgdKLi6JfB0lz6b/xVJ4iKkX1JaIRFXj5xnPC8l1XXJsYtNRMQj0wsGulJFLkSULRDzSqc5x2chDSUcENKUKZhNwUjT1C1vKJ17EPqr2pRhVc/wHvKsg1LX4Tr4jFF5N86Mljhjjakpm1nrB2VjSkpK1Y6zpJydApqU9iWims65xSiz7esQ8IVgL/GVtArjUClNrvNY6m/iOI06PkmHasFl/kZNSo9AMdmfBq2qw/cqokxlPWVajuKzVh3x1jrM4VBSk0WO0s00axyTnRlbj2/B9MM88/SvsVH8Jl446qph/+JlTnQ/QKanbF/YZXS1xMwcuXiSofojcnmZfvZJzq/+L7zo2f8b9zzjMxhnyfO51YSxlnFVYawl153W5ibpK1kb9MO0lJzuKM4MNujlq0vIVKZyOtJxolO0i6oUIi72hbENk3Kf3fGloKCvQ5oKEfg5c45kSrdrGtPgbFgYFHFceudoTMW43KExU4yd4lxFt+jh43PTmIbRdK8dD6HvC6b1iNqUCGT7DhkncnWnjzFfQK8u/OfofzffJpMJL3zhC/mZn/mZY7//0R/9UX78x3+cn/mZn+GP/uiPOHPmDH/xL/5FRqNRu813f/d386/+1b/iPe95D+973/sYj8e85jWvwdr5QvOv//W/zoc//GF+8zd/k9/8zd/kwx/+MG94wxtu+jx/6qd+ir/5N/8mp06d4kMf+hAvfelLOXHiBJ/+9KeXNP5upX1Rproubj1Opxt8e/qdq5zeOEtZ7wE5vWLA/mSHcbnHeDrmYHqBbtGjyDoROTBodZGTUaW0MTWrww0m1RaPXvwEpzbO0ck6jGZjhJT0ewOKbIXx7DKzvScw06s4N4rpALWQKnA0piHTGUIE8qe3gT/hbCCaeu8QcoFom1aYkVIhpMB7g7UKRSztbqqw4o5Kv0K6qMoa9UviS03KoKVjbQxopEAlXkzEYd0CsuLxCOGxxiCymD4RAckRQuKNY+QGZPkqXbWL8wKfJu44wc2n3vjARrG/jpyvqBdbmyhqkZ7kPzZPrVhrWvsKKyW1acDPy/AT2dktKD8vJXIENI3l4tbtnN18HMHsmBGUqvhikOHnlUjX55FcP82SKoc8aiHNJaNWlGiDlRaVEwsBTZogmCMGXkqc9YGEzpw/I4WkamZtMGZs8hwLpc4mBshFVsQ0arTGaCfpOYdn2tyDd6P2/MP/SZwPQaXUqSon2K0Eb6RE7s6iYOCcIG5s3QbUbconjdOWfB76OpClPcGuI6XdQpWh8A6tkp+ai/5qHu8NKkg2HSnRPy4Rqfxlbjt9Bxe3FPWkZu3MKlItb+UBhKS2JdY7smg3ct0qsJgyS4HxjVJw04MDdP0hnnfnH9PJ9+Onl0F4dqvnceep32eldwEvPsZe+RLqStLr7DPMPso8aAxNcpG14kk2Tz8fZxucz3h0NOb2fg9lHVY6pAhIsnUWB1jvmdYVRd7nZLfLaKqQwrU6Zmn8K6XR1yAFp3OwziIRnFg5Rb/boTaO/fEBLgpEJg0kY2vKJogXJsQw6XoZW4fiAJmhVMFAFeAds3qfyk7wXsTzD9Iced6lqiY0jaHQnspMAY9xjlz3GHTP4qwDv8egu4JWmu3Z1nXvyeey/ZdIdb361a++ZuDgvecnf/In+f7v/36+7uu+DoB3v/vdnD59mn/+z/85b3zjG9nf3+ed73wnv/zLv8xf+At/AYBf+ZVf4fbbb+e3f/u3edWrXsXHP/5xfvM3f5MPfOAD3HfffQD8wi/8Ai972ct46KGH+JIv+ZIbnufb3vY23vGOd/CN3/iNvPvd7+Z7v/d7ufvuu/mH//AfsrOzc2sXHdsXZeBT1jPyTka36HFh6xF2RlfRKhAvjfVMyzF5llNkXbpFH2s843pKXTcUnYzGTrm0/RimsUyrGedP3wlS4WXOaDZi52Aba2uKvENRdHGNox4JDh7/KHmek8W8vo8oTzvpRHVWYwzGGIT0aKmRWqCEojFzSwF8NPwjpVrCpBM4FC74ZhHSDIEzEbgUIf0RipWVCi9/03gMsapMBgNLIUIQsWjISeRKhMAhrqYag7AeJ+aTHgR9F2ErbKkYqxU62QgWtEs8HmNCFYa3gYgdSM8m6oMcTQu1/xJB5yUFLSbqADU2EROblsCrhGnTHklPJiks52liPzLpePJcI6i4VkucHyElWiyubI9ud0u8EiEgpiYDxyZOrNa13BW9oMsSynwTchXP3vtIKA7Bko7+awldcN7ibdDHsRFhDFVSOa5FRKJIoAgu6AnmStdt/QlG01VwB0vXl969Uko0UV4gpkeVDt5zKTjUMmtjyDkCZyKXRgbOBrHEXoTFQRbRnBQ4GFvFbZLIH21QGLyhEqFaxJToImE8HGd+r45pbkSX3+HOzXM89Pi99Kound6cl5NEETtZh1xnCILNhmwTxgvbHWrJtPaGzcNa/gFObvwRSi8HU335EfrDjyxcQ8165/3Qmf94XuKv2v157+h2HufyLqw3Z+hLyaULF7n05JPkRcGJkxthoZQLGuNonOXidMLaYIOuhFUZ0J/FdkTuwUFThYWOLuaLGesMWkmsm5J8xSSgdE6vM2iLQ6yrqU0gy4cFW1BxHvbW0FpgvYmCqWBdjfMG62t0RI+m5T6dPJS4Ox8WD3VTUmdFlIQwVPWI2uccTPcD11Iq1ldOcXn7cabTkv8aW/KkTO1aQr7Xa4888giXLl3iq7/6q5f285Vf+ZW8//3v541vfCMf/OAHaZpmaZtz587xghe8gPe///286lWv4g//8A9ZXV1tgx6A+++/n9XVVd7//vffVODz2GOP8fKXvxwIosgJcXrDG97A/ffff03E6nrtizLwsXUHO8sZVzMGgwGj6X47WXbkkLw5CbXHqYJBMWBWTTio96lLRe6HrG5qptMZs90Gn0kuXtzCNkHob6Im5HnGoDtEmQ47lybsXN5F+gbEXXj/JLEApUUKRLu6BWMM1liUkmitI3dItvYRSQVXHxIlA9qVo7ENQiWegFziDWRSYK2lqmqsCX5FQkLIlISJ0tiKNCMJl3ypdAi4Uuomlogb4+K0InA2oCih5DqaWGqFEhOsm5AIyPPrFkG5GRbKd0PwI508cn1LTQRSeCpl9j7wjVJKQzoTuCkxJWSdjeJz4ftM53HiPT4oyYuYKrpO80T+g/NBEG0JCXrqzROCTmLKDqFwIlTf5bogS4q6LE6evg1k0t9SypYgH9IV6ZwVWqklrzAI46aJSttSLhpKJuL4In9Hgy+PTOgucoNcDFJMFOPMszATt3IMLAQDka+j0G2QJKQOwTQx3JIhgDLRWT252afvF9Wu23MWwb4DYol4rAoTcZw0tgljYvE41xgP0l1gdf2Fxw6XtoITSSfvMJ6NIlJ1A4RP3NhIFwiBlZ7eZAC9PP6stVjv6GSdBVTUIqXgVP6vueK/micv1ZQHFWfW/j0veNaErcmL2N97Et29gwD+hvOcuJBancz2UYTgNj0iQi6fW1Madi7vIZyiqUtOPuMkieethEBlMCqvghgyq4J562p/I+hM5d0WHXIu2gj5giIrAoHfOfK8QEpJY6fUzQzjKqyrwAsKPUQrzf54myLrMegOaEyFVIqt/UtIJeh1+wRDZsfBdIvL2xfpd1fIdEGmMvKsw5QvXODzuSxnv/3225c+/5//5/+ZN7/5zbe0r0uXLgFw+vTppc9Pnz7No48+2m6T5znr6+tHtkm/v3Tp0rHGoadOnWq3uVE7c+YM29vb3Hnnndx555184AMf4IUvfCGPPPLIU+6zL8rAR+eOjfVVCrVKVTeUdYbyAjMzTL1H5AdI7ags7I0vBE+YwtHpKCbjGePPBL8a8ik6AykLTp44Sa/TA2Fo7IyO6oKE6fYOuftDijzA2niBtS6kLXzwQ5YCrAg5dikERRTiatNMbfoiQcXmOlVKc2JkmjwhCrapDKKGkFA+ZMu0QMr5Sr61USCt4FxAUoTEex1JpUltOEz4YZINFS8mrtJTWsY1M3I9z5XnutMaRQbuTck8mFpAMWJ+Xcmjjs6Hm5QqShbTpg2NtVG4L2DImc7DxNcE4T6tjkN65q2uBCwIGR7XUsAV+ETpflz/XJOYYyLDpzSMWLhnc9E/3wobOmjtA5aOIOa6O23JOnOrjdB30csqWTxEbRY8OBymqedl4RCDbLHkMn4YvdBqjGDtyPUJIaIPWbKqCPtJgYqQxycDExNJSd1WcQU0bu4HFlJHokU1A0pVLAdRi2ebUCoRygB8RIrC/l0QulQuqjongU2NiX2o5TKKNxxKGr2o+bR4X5OVi0eqYsmy4notBa6Sox5+ixfT7Y6XBBiXW9Ti8uHvuVxGTIP7WBkXqwW987FYoeFk/hv0Np+NW5MM84cQUnB7fgHWJReqN+IE5F5SjeEZGxpsw6Q8CArswHRSMjsoyfKMopuT9wICM96dkGWa/lqf3YuWpjHoXIF35Lpg0FmlrCsqE1zRtfR4UVM2B9QHJUIanK8DUV/mKJUHzzKZxTSwQKs+VTOibPYRQqFEFykzpmUg5RvTMKtG9DsrKKGY1WMGnRVwDc6WCNVDqS6DbobfUFTVjKqeBVRVZZzeuHnvp8+2fS5TXY8//jgrKyvt57eK9iy248b5jd7Hh7c5lrZwE/tJ7c/9uT/Hb/zGb/CiF72Ib/3Wb+Xv/b2/x6/+6q/yH//jf2zTcLfavigDn43VdabNHiqH4caQzVO3cWn7cXZHu1EjxGEjUl0UOcZaBr0B3U6BOFFgrKMsp5S1ptftB0E2OaXBsNLdRJc5vc4JPCWuO6ZSLhBhCeXK1jusrePqV2C9CN44WRbVbBdecIuDIwYcoVT9eIGzJOyWKqQWybstWS++4MNqP3FE5u7ni23OXQEhg36KF7pNaSipsMZF7yMRUaOFlJZ3jKouQvRY704iehTOvzHVwgtatOTXJAKYyN7JPfu4JmIaK6Abri1p996iVBYI3d6CqWPF0GIK5Npt3g3XejgjqiJS6f2NH2LnAxEzHbtx8X5YHzlSMR3jAldnns4K6T+lNKotDY4BWTzPpD+UvKaccwQWVeBv5fm8gsjaJgRJUVFaxDRdqvpKLSlyL15zqiwU1KhsDdvsHeo3HxWpw/aJR5RsGa7V0hgkBtGmMRhv0UrGyS5csvEeRNRFwrQCe8e1RT2h8HcsRfd2IS0rFrSbQgl/4zzGWTIp6SjVjut+L2OndCi1HAyHKsWwYDBNSZF1KOsSKQSZ7lz3BR+CNsmkqejqDJGSZEvpQ4+W+9fcx/yZ9e3zlLhgSmqkcBhTATnCS4w34Hx73QP9cJwJBLT8PThX/ALGn2DCc5jJczzxqQlb/Yusnl4Jqx/ANA1bl7ZYWR+gs/WAAClYOxMm3qS8jQ0LPWNqNtbPR55PF2/GCDxlUzGrAp9nZdBlMhsHaxVVkKkhsxiUaJWRZ1lMwQdT40x1yNUqta0o6xFCebqdvE2LKiRK5fS7K5Hb14DokMkC4wx1MwmpN6Xbd+ztp5/FZDziv8a2srKyFPg8lXbmzBkgIDZnz55tP79y5UqLAp05c4a6rtnd3V1Cfa5cudKmps6cOcPly5eP7P/q1atH0KRrtXe84x3tWP2O7/gONjY2eN/73sdrX/tavuM7vuMpXd8XZeDjvKVuppR7U+R+WG2nSiMIbstSCnqdHp28Q3C79kgZTD3zLKesYNBbodcZgAiTiSCnqkO11d6T76OeXkAITZbNq38CwbZqLRnCKysgJ9d7iacm5bLK7+E213xRUeMlHmGxigkPIqj5GtdEkbuAQqWASKs8Eq7r+PtUnRSUeEERSKzBvsBbGzMhc2sGFZGMhLyo/A6k3F041wylYhWbSwapUexOKiQC4xowwZzyWkrDUoS0mPe+DfhC+jBNdGHCdqYJ9/MGQQ9AWTawem20x/kwjq4rsrjQEoFXSIWzpk0/KRksphcVmNtAT4iI5IT+C8jHIWVoAlldLgQt4Z55HBZvA7crSCIkBCz2XEREkr7NoqN86r/2KIc0fUJp9ahFlvABiQzBhQoVVrG0/qb6J+4nmcrOUyehJD3ZpghnQSg8wSICF5SfbxTIticZryAFHLnKIgIXXMkDpykEqbV11M5RqJCa0+Xv05Ov4+qVXdZOrSxflwjeaGvDEwH5KQ2zukQe8po63NI+stZkNTRrXFgkNY5cT1DZ+Lr78F7EVLRYWCvFFF4KtCN3LqR7j0vtRY6UiLpMwpCJy6xll1k7I9hZfSmf+OSXkBU5wyjo2O126fd7rJ/aoDNYUKFOx5aSlY0V9NwjlcY0HMx2gyVFFlJWrq7piALvJOPJJFSW5RLvNKUpwXu6RTRSFY7KjMkVGBcWkMaXOD8ly0IfaNWlkQZjKkbVPoPugP3xFbrFgNJM6fshxs2AjFk9DdWldUmRdWNwD8Z/4crZb70m6/h9fK7aXXfdxZkzZ3jve9/Ll37plwJQ1zW/93u/x4/8yI8A8OIXv5gsy3jve9/L61//eiC4N3z0ox/lR3/0RwF42ctexv7+Pg8++CAvfelLAfgP/+E/sL+/3wZHN2pB82v+fL/+9a9vj/dU2xdl4FNkHU4MTiCkZDTZY2+8HZGFjG6noN/tolWYhIpsFedrajOibgwH4xm5jqRNa+Kq2eN8iXMS11jKK3+IMDEn7w2JWLto+hkMLYtYpnxUY+a4divKsyK+iMPKVrQpmaSHQuQguLi61SojzzsoqahN1VbeBO5HqLSZT9Y6BhOmXaWDQPo5V0kt6fOEtE45ndJd28DbwMSXMvQB0CquphRPYyoyFXg41hkwTVBpPmYSDf5XIVVSQ4T0XYtoENNfSTn5ZpoxlsafIxMXr9G/cwfyG92XUObfEG0cWyVhm4wyU5pFyXZseIKKtrENSgatpISWLTNZQpBKBGra0n7Ae4Nzem7OmeDl+HMVLTCCmjSRIyPgUBCR3MVbEj0C6IFPaaiIlNg62qnIBeTyOI+zgCosBqChXDoIarZEcRFVyiOnTPhASLYu2FM47xHOYqC9/ze4Ee3Ny6KprhSBp+IWzlNA8I1TgsYlUrnEmx166neoRy/ArFiyro67WwwgBEIGsnNZV5TVlH73UJB0TCuiGKprHKO9CfXMIgRk4gK3n38v15/WEgfr2seQsZKxRWO9xwtPsLxJnDCFVGFMN/ZwKbdno/sfeMZdqzz2mCLv5xTdHKEFjWmoZvVS4NOemRQU/QyUi4KuGTujKy3vK2kE9YsTgU8kJbNqwrTaIlMFjXFI4Rn21ijNPnUzC7IC8b1mXY1zDdY1dPIhvfwE1lWhaksYhHCMJzsktfiyntLthvFl7CzoPomkUebI8x6rgzXkzb9qPyftc8nxudk2Ho/55Cc/2f77kUce4cMf/jAbGxvccccdfPd3fzdvfetbueeee7jnnnt461vfSq/X46//9b8OwOrqKt/6rd/K3//7f58TJ06wsbHBm970Ju699962yuu5z30uX/M1X8O3fdu38fa3vx2Ab//2b+c1r3nNTRGbU/uDP/gD3v72t/OpT32KX/3VX+X8+fP88i//MnfddRdf/uVffkvXDV+kgU9YaXTIVI5EMp4d0DhHkXdYG3ZBGJTo4n1Bnq1izAGl28cYj5YCrT1KFkiRtRUmCEuu+hxceBJpDloNFqCdcMPEHlavITDQYQV/c/SQY9v1qLSH86xKKIwQrS1Hq//iBbkuWquHRJ4VQiwoy4ZqqaSDktCIcNoRWZFhMkpkYh+1iFKAYK1hNDYMeh3wgTiYUIpcKjIdeCpVUyIJwaJaCIy00sd6GKXOC2hJTt1UeCIJXGWE4K1qJ9y2726QZ947WOfk6jUCn4iUeE+bVji+Bd5UIhsL5giRdZaqnsUJIRDIQ3XTXOgvZbOUmPfj0nmkqqU2RTE3Pw1VZ466MuRFSgEmNE6Fe36DQDBUHkbdnzheAvcmlJKnYCikynS8T9fmPCWtJ+9t4OfEqq8gleCCqF/sm7a/pGgRqIAwEhBGQpm9s27+HF73WoIuUKpUm3vtycCfO/RzKQS5Wg4ofPNplDz6wg4LgzlpP4/P0Kye0diGTC2/D45rzjj2Ll5mc/ghVm+7RKEPUHJ63WuatxsgxZHo7aIGVCoKyJRCCNUWT0C4R+leHj7XM4P/k/L0X+PqxT1OnF1D64yT5zbpDrvHHbY9K+/BlBahoJlAVZUM1gR5J3mB5Vhj8TYplQftLSFA6QKHwdgaiJV+QodgPHGjICg4K411Jd4HJNsLjfPB923YX2Nn/xLd7pDKjOnn6xS6y5mN25hWY0aTPYa9dVZ6a/H999RKpf9raf/xP/5HXvnKV7b//p7v+R4AvuVbvoV3vetdfO/3fi+z2Yy//bf/Nru7u9x333381m/9FsPhsP3NT/zET6C15vWvfz2z2Yw//+f/PO9617vaRS/AP/tn/4zv+q7vaqu/vvZrv/aWKrF+7dd+jTe84Q180zd9Ex/60IeoqlCAMRqNeOtb38q/+3f/7pav/Ysy8JEqDyXAHmZNiQDWhptMyzHjacPG6hqm0SAU23tXkRLG04BsBCgVvK8D8VRkcQLpsX91jK8+ic6PdmvKm0sRXjDhxRgGR5g4ji+HvlG7ld9Y59qVe7iGkHeXYm4n0ZYPp/3HlNVc62WBYBv/DsGEQ4oMJ5oIl4dKGo1s0yfG1shG4cUJhD8aUAgh0VIgItxsIhdFSoUxdfv3NftCBPsMH8vAhYzGiB6sk3hvowjbzXFyGnN9JE7EtIJnHlAdDkyC/g1tQJJaUkm2iytwH7gYzrk4EclWf+a40/X4BVRrnk5ryelCoDOJqR1C5OQZQfDRO7z1CFEjsjlSMtfJWdx/CNqSEGE6BmIPxDr4uRVHSjleT78mnJ9BRRNd50y8t6ZFwsLkLBERPUoijYmkLLCBB+Zd2IbAcRLXQX0CAgbERQeHFgXXWi0fQavoMbWWnhbohcDZOs9Dj+8xnjUMewWn1zoMe6G6s9XdalcpC/tM9CIJtplyz9n/hU5ndiyy+VSaj4eVIbeHj1YoSmp8oOzFVGE4Xho79ppl9pY7T/w6a8MXM+NenNhksNa//uOkPK52HGyPKMsp/f4K9azi0u4B5555lqwIz+j2kzvMxhWDzQ6q04mVtrp9Fjr5EImmMuMQtOkO3sOsbuJYDQF0ZcZzhDJeV65iClfKmBIES0BC+8UKUubkWRctNUXWpTYzXLQG+oK0/wK5rq/6qq+6LkokhODNb37zdSvCOp0OP/3TP81P//RPX3ObjY0NfuVXfuXWTm6hveUtb+Hnf/7n+eZv/uYl386Xv/zl/OAP/uBT2ucXZeCjVY5xjqoZM6lKev1N+p0u1lv2x/s46xn2TiBirt/UhpX+CbQqaOy4VWWtzRgtQ6pLuCHTrT+hn5eIY5zRjalbqFdKueTifVzlzOeqJWG7xKHxPnkduXlVUpa1xz72DETi7cSUllQt1IwgqO7GihIdUwjeh2BpUYQuWAfUHBzssbJ6GuweAgPYpWMppYNJgBDUTYVI5pzp/K8zKSilKfIuVTSLjLMdWmrq6PidNIJuhBBUZU1l76JQj1x3uzQ5Hg2AkqWEOIaDMhcETHyeOlo6JCuRUOFkAXfshO59UL5OCsbG1LGfAvqipAx2JsJFtGTxHvu5b1Y8XhtAxYAqnFvgaUmpyXVBqwckoNszzCYKL1zrCSeR10HlUgCoEELTpFQxiVdCtMfwLc/EC4I+ofctOUdKhfDJKy30ofE2IqvXU8dOfLflNFs6r5tKJatz1LVjXDbk/RzpYVI1PHJxxOOXtnji4lUyrTl7apMzm0M6ecb6oGBzrYuS8+AiHWu0Paa/2g+cwvwKRfa5C3rCdS0/00oqnA1pnbQgCWmtWNm5gAgdqehJ+6RmLf9DVvkgW83Xs7NzgrIsWT+9htJzEvuSUnWhOHHbOt6vIQBruuw8ecDsoCLbCKTik+dOMt6bsHN5m856Tj7M0ErivAEEvfwE4CnyAUGBOYsFGeAx5DrwLaVQEcmSQINygsnsICLtEuPGuHpGprrxM00376OljNY+DVUzxfsvnLHB/904Pv93ag899BBf8RVfceTzlZWVW7a+SO2LMvB58uqn6HYDgVQqzdRaZmUXCE7d49mEIhsglSRTGpV1yLIOWmbkuhN5KDAur1KbKbnvsH9lD+W3l0hYqYWgIwQFSqmWRJ1aSjt9NnHPPCgIfJZ25baQ17fOkmdh8mpsQLDyrAiu4otVJAsvvVSxIiPZGBFg5mSIuZj2ss6gUxlvO6kHXguIqO8TBMt2d4IeS5YN6fcU3m7F7efnEQjLDuNsfMlZlLctWnCtpqWmETKcj9ctchD6wERNn3hWN5hkxrMO+eBGisyhzbeZTxHX2n8rthfJwM45vDOo6GKv0z1xtGXoi+eQxB49PlZpmZazomMKNfGEYiastfNYdO12zgakJHJEUtBjIjLmfdJZCscO40BGFOEqtvNs6nIbH9EYeYOAMqQIdct3U/Eew7waUKucTGdYlwL1QKKXXrb9FdIxKhC5o/VFChqPO34KrtQ1Tu1a99c536IfUgiE2qI3+BKeeGKXi0WOB3b3xjx64TLWGm4/dxrTWC5f3eLRJ55k2O+yujLgtjMneO6dGxSZbofHeHfE2d6vstq9ihC2PZPPZ/PMn6vwzEYNKDGvFE3B+uF2+BNBzWb2Lyg2nsPHH/pv2LaWzds2l5StUxo4ccE8nrIOHoRrZ4chbRpfmULDYKMHUrJ/dZdOp0uWaYQS4AWT/Sm2EhRdjSqiUjySfnaCIMcUxnC/2Ax2OM008I+aBmtKMp2xtjJEysBFa2zF1vgR1nu3U2S9wHPUHYytECLDHGNR8vlq/yU4Pv+1tLNnz/LJT36SZzzjGUufv+997+Puu+9+Svv8ogx8cl3Q7w7p5F0GvVW29i5RVlOkyuj3NqiqEQ6P9NDJe1G8LxEZ513WLTbQKke6jHLv/0ev4xDHcCacdy2nR8aH88hL5Cmu8sLEZ2gWnKrT8VLqIAmlZTrHe0/dlAFZiamJIxooYvnFhWhVfuJnLriERz2akC6LJfKEEm8vNZmYr6xTpYSMezK2gViubhpN3jlFJ9sFDsPLIajSUZk3kF9vwOeIaSXjgwdVnik8YWXX2HoBKZhXoMmImqTrD+kpONifURR3M8iuh/rMA53l/16/JUKpiFVdQkjyvBP5IKKdnNJqcGmvUfgjTVZK6ha1sdZQNtN2shFKUc4qskKjRDTVbe9lRAHcvLpORLmBNjiRGq00xpm5WjgghKVpZu21tCjgdS9atkFyqvizLggz6ky33JsUoIVUXrB2WeRSJd6c10SUIkgsJHXrYw8t5iT3m2nOeyZlRVkHZCzPMpS8Qt38EZf2voS9/RFlWdPvFqyuDHnOM06zudalrC2T2Wl2DkqubO9x+eoO3gtWujl3nl1BSUk5rumb/5PVExevcT7zO54qQm+ucu3GTUdjUWMbVCL+L43da/dPel5ot65Zyf8Tz35ml489dDe9gwGD9cD3SSnEpECe3iK1qUAo8jw7ck1CCvqrOdU0Z7Jt6XWGCOlZ6a/RSMdUTNnZ3o1VXzlKSlQu6Gzo6A0mAIV3dftcT2cHCOFZX9lkdbCCMVN6xWYYM75hdzaiYy1dpVEqZ3c6Yjw74PHLj35O+vvp9tm1N77xjfzdv/t3eeCBBxBC8OSTT/KHf/iHvOlNb+If/sN/+JT2+UUZ+Nx2+m6GKz2auibPOjzz/PMYzfa5uPUYnSxH0qMxJUV3JaIFgRy7aNIpZaiGkdkKtjFouUXwGgqkzdQC+rI8WYcXwHXpsDeFMKRKMRtJ0zpyMJSYc1iEmKvXJp5NWt0dh06F49OiNIHHMifoKpnHtFWNlBoTrQ9UtJDwMWIIk5DHWdNOOCnHHt7jAVJvIoGyqUY0Vcbq6kpb9UW8pmBHEQii1hmUU22QkgKUwy2pTTvvolJtQFKSYm+qIGlM3QaH2mVonYi5aeIRXL0CnfOn0RzVowjtVoJWj3EmpAdFsG1IxG0lVFSXnqeciKR0eSQ4ldFiwrZBT0DyapydCxlqnQXEEU9dNahsUdww3GFjDdgm+C55Dy70ERDLn2kr0KRYNltVqoOx09gL10BNlgQxg0hjqgQL90q1KWB8O+rC8yLTxH8MAiFiCjOSYK+F9rTbz2/BDW9ZCnrGs4atcZ/13gxjQ1rR11tk2fPZXF+haiyrA835kxm3nx5E3ZwgkljWA8bnVnjo8QGPPHqBTz+ZM+xnDLXGjT7C+bMfQ1xDlNBFAk5b5fc5W8z7Nm2cqu9ag9gbalsF5FpyNA223vsP3HHHaR5/fAtn1xlu9BEyLEAcju3ZDMwErGHQWz0SQIX9e5KB6Z13P4NCD9A6pNW10si1kP48c/4cpmmW9j9tRhxMdijyLt7b+L62rdZProOMhfWW2kxx/jL9ziaD/ARbVc2nRxV39R2umnBx+zGqaoKzX0jlZj7re/ynFPDhe7/3e9nf3+eVr3wlZVnyFV/xFRRFwZve9Cb+zt/5O09pn1+UgY9WGi0Fqugw6J6gm3XJdc723uWgDpqE47ylNiPAUzVjrA3E3Uz3yFSnrUTRqovu5HhXHXmfznk1yxyCw9vZWHIsb8A1mLtqE8mxpi1JDjSbMLHSlp83IS3lo/O5mE80oarsaBPMA4rEyXAkfZz5i9jGoCbTRTA9JQQyHh9IuocIkkLImK6IqRYfioirpgpuy1JRNwWZXP6NVhllPcO26JFFkdCZ4/tpLpJYU/sSrYvo76XxSVbAJUdz2QaN1jbIqKOzmPK7urPO2Y2r3MjG4kYtpQ6TtUdCZZK0wZHriKvW45r1IcBRKlg92AV9oNR3AV1pUDogNcG0NBC9g2q4bMmjEMq6jW3a/WY6RyDnZp+HOrxb7DK6hol1Sglb15Cq2dLklphQyQi1/U4sT6qJI+YSQsfRZyeYlc4Duuu1a03uwZ3cIWVQbC7rhmlZ8oHPPIvO+kuo1QA3/iN2ZgN6K3fzrHUYdA2T0tIpKrp5L6YFw6JDSUm/I+kVmqv7Jdurqzz+5BU6SnLvqR3uOf/vkXqR7O6Wzi8JPrbWLp/DWS1JHjjnqJ3F2uamlKZbo9pr9OHtJ/53iuwVXNoZBDucfF680dOaievg7JRJ49C+opP1gsr3QrHFaLrPsLfKoLfaBt3huznBvdvtQLez9J2uMibTEc4G/Srra/DhXkgp0VpRNiMYlaz0hjR2yt7kcTLd5XT/BP3cMJ3tI4Tj/OZ5xpNdBvnqU+/kW2xPBz7HN2st73vf+/j7f//v8/3f//388R//Mc45nve85zEYDJ7yfm8JO33zm9/cro7T/5LC47Xaz/7sz/Lc5z6XbrfLl3zJl/BLv/RLS9+/613vOrJPIQRluRxtv+1tb+Ouu+6i0+nw4he/mD/4gz+4lVNfaoG7UKOEI1MZpZkxrUNqYFpNOJjsRjQkuP3O6gOkyMn1CpnqI9AYG9JF3XyFTtZHZr2A5LggQZ+IrmninrM6jqa1PEGR1t3EyDWuCUZ7Tdl6TimZtVorCU1obEVjqpiuqFsF47RdQgSuNREcrvwCUCIgLuHYYSJCiKWgx7ooInjoWhLROKFO1lmsm1chpXOaTfc4PCy10jEdE8jSzrkoinjtJqWiyLrtyzMhbzZqEmmlyJSmiGXHSZPJX+MNVM4qJs2zD316q2+a6KJOQKRs7It5Dx0KjkUo517ag3dxP5amKaP9h4v6TEEzSkpFpjIynUUiulzYn4gI0TzgCKhPQ9WUbdVX0vhJ6YkQLOdHxosWl5B6yLHNe3wMFH0ae/H6U7CZ0rHh/MQ1gzzgSCA9/41qr0OImwuA5qcYkJ2DyYzRNPzvYDpjUlb8X595Ib3Nl/Llf+Z5vPwFz+V5z/86Xvi8l/Cs2x2r/eA/t9IHgca5yOFbuJ5xWfPxR3e4uHXAbLzNa170Qf7be9/D857xm2TZ0fGbCN14HxczYQFm431tz/mmr+7I1ZK4VNbZNsUZ3rk3/rUgCqheY2NBw+mVf8/JsxK1sHoRQtDLcgZFl6LoU5kZUgjKOvhspfdFWc8wpub0+vmjPoSAcUfvv/ee2jlUniFqzXh3glYZRbaClhmZ1gy6Q4qsQ641TeNojKDI1xl0TiOQ1PUIb0ucrehlOd2sx+n129gYbN5C3z7dPh9NKcWrXvUq9vf36fV6vOQlL+GlL33pZxX0wFNAfJ7//Ofz27/920sndq32cz/3c3zf930fv/ALv8CXfdmX8eCDD/Jt3/ZtrK+v89rXvrbdbmVlhYceemjpt53OPKL/F//iX/Dd3/3dvO1tb+MVr3gFb3/723n1q1/NH//xH3PHHXfc6iWQ65zV/mbQtXFh9T+a7tJE4T5nDdNyDH5AY22Q7s8EQoTy2Vx3oupwhveW2szQw/NUpsRMJyjXhOqGsKZGqbyF8I9rAsiDS+gRtshiS8rEtiWBZkBQnbYxNRFe/K6F/Rcni5SmSDwH6w2Ka6veOh+0M1KqLgkBQvKnCqmgRLR1baWIiQaVhtZAUyTugE8Xg1QBeQpVYQtrebUJ9spSD0mpMNbiWhTBHClLPtKvYm77IKNIX0LVOnmvPacsomSNqUJAFgnUh1Gfras1vXMKwVMhooaAM7mue8DaGoEgy/K2xHbp/FkuyfHM/ZaC8ne4psbOq7PalFEKArxHp34Sof+tbUJKT8roVD8fm0pptNQRDRQxQA1VNctaOaKdBItCMTs0jye9nhD8iBgou7bPpJQBgbsZ3kpMyYlUk34cJ+0QIT/9JjXnF01a59+UjWFaVuxPJcYKVrs1Sime2Ftlrz7Jf3P2FGdWV5BCsDHsMpoGKwUhFE1TUjVBs6uTrx9B7B558oBPP36V3D/MN77iT9gYlHSKa0kphPuVAnWBwAtPJoq51cxCyJMkEm62pYIHHxFjrfJW7dunuvYb7M5zVDn8uNbTn2LiX3Tk867WdFSPfD4UEUIwrUZY55iVY3KdhzJ2lSMOcbWOC2g98MjBiI2ioMi6XLl0maKXU/RyVBYc6fOsE983obqrrGqsB+9LqsbR76zROMizLDDJvEfpgk7ev+G1fu6aP/b6bnUffxrbvffey6c//Wnuuuuuz9k+bznw0VrfEOVJ7Zd/+Zd54xvfyNd//dcDcPfdd/OBD3yAH/mRH1kKfG6EHP34j/843/qt38rf+lt/C4Cf/Mmf5P/4P/4Pfu7nfo4f/uEfvtVLCMqvUSfG+WAaWdUVg94ak9kBSika0zATU6w1SBG+z7SiyDut2rK0NY0tQz5ZZciTz8VfvYCZPh64LLjAiQkXed1zutGKLgikmajBoUKJtw/eT6myKlk0ZDIoHgsRJq4mCtB18m5bIt0GO9c4L+cNjQ1S8SEImOupBL7PvHIomIpatAhO79b6lvOTBA9z3Vni+tSxlNrFeUypOY9ldDBh2NckorMQofpMELWBVIaPCNH1SqdjxzG3lZhXvcWLb/sg6c9UTRV4P3pZJj30iad2t1PIz1z/mOnQC1ytxF2w1rRcqExl7QR0o1knmZAmC5HQVZEjRajK0kpH7tN8BKWKQtkGQmFfdVOR6Zw8K8AHhKwtY4/jBj+3MIBkOjqfIaUL/ZbJHWaHJsSkqYKQsXzaHjm3MBkn1PHavLYWyRHzypWjxQGL+dHw/1JKrTaGsm5oJQZSOlkEhe7ff/gu1k69jDvPnOTxvYcZTwQGwQueeZqzGwOe3Po0m6tnsa4hz7pMpiVV3WCMZWWwQqdIKtZuabKu6oavuuc3ue3EHt0i+fAdvq/hemQKstN4WUSHFwK6VIzQRF7O9cfNvHw/Wbm0cWO8xwKiPtO1EonzfbXyEDcIkDryYcbNl4ITpFqQ+ftN0usM8N4znu5xZe9Jhr3gxVU3JdDn8u4F1oYnGHbXWi6eP2bhmEjf5/r9UK23scaJySkuP/ok5551Bp1rsmg4Gs5BkakCJTM8gsZoRpMxme6jdJdcCpw3VDbsd3e0df0L/Ry2p1Nd127/6B/9I970pjfxQz/0Q7z4xS+m318OSJ+KL9ktBz4PP/ww586doygK7rvvPt761rdes6Ssqqol5AaCt8uDDz5I0zRkWRiQ4/GYO++8E2stf+bP/Bl+6Id+aMkf5IMf/CD/4//4Py7t56u/+qt5//vff91zraqqVXkEODg4CMeb7bPu1kkpAwExLRCqV8o6kDWreoaUmk7eYVKOcI0nzxT4oIxrnEEIhVZdEF3wnqZ3Ajd9IqzA5fWUhq/djnuvmMjhSGXOSfwuITvBcTyjpU+LtLJWUQRv7sOlhF6alI9rbXk8oXxYCIGPSJPzDuOaACJEo0eJQkha52zpbMtXCseVkYtBSzB23qFJ9grLEyIiBz+HEVLVVVPPsJFDkV581+61cP3OujTlEUi1ISBQh4ilQkiKrBPTbxbh5xNOy/XZyji1eTu5fPyafXdsfxJe/mmSwVuUylt+yvWa8zaSsEMfOu8wpmnTWi1P51AAFUq8TewHiTNhYkuIUPJuCkGlpGpmBH2UiDSJxRESBDi9T2mRMFE3psagOcx9Cn0WeGciipOnsZp4SMmlfq5+foPFwdK+b9BnzjGtQnBdN4aqbiLK4ON9CM/l9rjDyN3Ni86f5nl3nqduzrYBfqYVZT3iye29MGZNzawaM5ruMatmrA1OsDY83dq0LPaWdSF1vdEP7xyljqaTFgnG1+Ye2QWUS8xTezTcMAJJb4OWl+cRwsdAwi3MlCKkkaO32nEtbXozKFNHPEq5N6aqob/eQ+swAGzt8NIjJEzLA8blAUIqxrMxSuWsr52jm3fxOPZGW9SmojKGPKI/w94qWob5JJkqO+fo6yKQ971D93XUKVsIKmUU3mw8UhQt4pdFdMl7g5QiIr1hXIzLA3Ym1ypmeLp9IdvXfM3XAEHx+TjZFWtvzvJpsd1S4HPffffxS7/0Szz72c/m8uXLvOUtb+HlL385H/vYxzhx4sSR7V/1qlfxi7/4i7zuda/jRS96ER/84Ad54IEHaJqGra0tzp49y3Oe8xze9a53ce+993JwcMA/+Sf/hFe84hV85CMf4Z577mFrawtr7REn19OnT3Pp0qXrnu8P//AP8wM/8ANHPlexEiRwIojpgYxCF2iVo7MuCk/dqRAojC2jTkqYXFI5qPMuVhpZrKtQsqARaxhkLF/PnlLgc3glF8w7w2SsREbdlCSXbBVX6ss2AUev93DxSBg0cM2AQWiUdG26I1WZJOg4vFRs1AkKE69xoUw8lcqmSXpeJXX4GDKmYOTSi18IiXfjIy9ZrTI6GdSmwifrh+vHPSGlFB3qA8kxx0ehv+NWzCk4mf867Dw9ZE1jePKS5hnnbpwbWAos/Vynw9g63BN148cvoTOJh2FMMDNVSqP1XANnfqzFAHKOJjjnsEa0GivpOgNnixiQmNYFWam5C/wiEhH+LVrUoLZ9JpMGHY08gVguP9fmcd6R64Is6ji5qB3jSSIJx5mv+nbCX+pHMU+YiqXtwVhLbQy4cM+nVYlznk9tneXi7Pms9UpmfoMTgxna71NVDVOeyVe95G6ede4USkq6xZxQWzZTLu48yqwaY0zgtU1mIxrbMOitsDbcnMtcHOrz3VHF/rjC2GQLwzHDRUQk0CzwAEVbOWqdxZh6KYWWUE6/dEy3tM/jghOlFN6YBSXx0Gvzaszrl/mHR+1GQU8iIBsGnQ+yffkexnsTvG/w0iN9xYmzPfLhabrFgE7RR8uMnYMr7IyuUjYVK/111oabyKgRpnDUzZTpbMRotk8n7yJlRl2N0FKwuXoWKSRVPWX74CIGg84Ue1cO2Di7hlBhGDXThu0Lu3g83UGH1VMrCBmKCsqqpMj7MUAKNjK7o62Y4v0Ctj+liM1n2373d3/3c77PWwp8Xv3qV7d/33vvvbzsZS/jmc98Ju9+97tbn4/F9g/+wT/g0qVL3H///XjvOX36NH/jb/wNfvRHf7Rdcd1///3cf//97W9e8YpX8KIXvYif/umf5qd+6qfaz48Qgm9i1fd93/d9S+d1cHDA7bffzvbeZRo/Q0kdkBKpA8wrQHhPFiekQgaxNeiQ6YJMB38viBnZ+BJyzjCuxpippdx/hE6uog/RLeTgOfzyDJ8EwT1DEudKZNhMhZW6c2GSuZny96XjeR9F545voVQ4CLQ5F7goDhsmPWRMfTmcA+EFXkRycHx6A0oRX6Zy2QYj7V+I+Qt32c7BIfTpQzyf0LQOUH+q8rkRShD3GPlbWQyAoifRUbrI4V5YOt/UbiY1dfj4iVjuY/Ve1rrNXzu14H1A0Jx3aKHbsvzglRUDq5Y7tfBL7yOBNYgXapVhI3wfVrYeKUKAKWLlW5o8vY+Ta0T8POGctcqOBiHtAS2B/xXGbBqjDolBooWIZfq0KtFhXIeqPmMNSoGM8JAQog30IQgatvo9xxy/sZZpGcjd1obAynrJBx65m3vOTLlqXsTz7rmLe86fi9V+IhLqA++oX+TUZkzZBFR00FmhsQ07B1cYT/dY7faY1g27oy16nSEnN85TZN3r+pxNy4b1/E/odQx51mklJRZbSr8S+Uc2lbCr5bGWgluY62IJMX8HpnENtNV3RxGagPQ5G0q8lSxobEh5h3fcTaBHPsgizN2xDqXo/Ty1dmb4f3H2zzyJcSeZVYaqPmCl8yRaTNkvn8Mk/6thlxEZ9wi0gP2DS4wm26yvnOLU2nkkBoTBeJiOt5gIyflTz6Q7OEknK+jkXaw17Iwuh5R6nrNydhU7M9GEFVxjONiecO722+kP+jz2mceYjCYM14dkkWR9MNml3xlSNxWT6X6kCxw1Xf18tUXs+rPZx5/G9pVf+ZXX/O7DH/7wU9rnZ1XO3u/3uffee3n44YeP/b7b7fLAAw/w9re/ncuXL3P27Fne8Y53MBwO2dw8njEvpeTLvuzL2n1ubm6ilDqC7ly5cuUICnS4FUVBURwt0yybEsaBKzOtJgAMukO6nQ69zirON+AlZbNPkQ3oZCsUWa9NFVnbYFyF8w3eCbQq6Gbr7G9/gsw/hpA6BiM3j/Ycfu0EI8foQSTmdg8QBBiLrAMIvIgTlLccZ5VxzeNdaxJbOCOPD1U+ziClDl5f0flcylRiK0G4paAntbSSzw5VA83tECLEfgwqdjCqGPRXkX7/yHdKKZxJlg/XJ1uqqN/TmDrYWCRCtsxAM3fovk5z3kcORphwOp3sutsfbikllEpyc33jFFeoYgnpwEznbWorcTxSUNJuHXJpJBHCwN8I3B8hBVpInDXUVTCKBItWsiXKtym4yIMK3mxugR91fKvtCiJ4SmBcE9NZgZPROI/xgk62LJKZTCghIU3hXloc3vkWfQqFAdcf0421jKYlVW24fLDCk9O72BzOGI/HVNkL0Cfu5mXP6HLHyRPkWrV91piK2ljGs3229nfZH21jrKHbGXBy9QyT6YhJdYAQkqujXRrTkGUFK/11esUQ72FnFJ7R9WGOEJ4ruyWTyuCdZ3dUcar3KTKtUdeNrqNatg9VYWmhI6N56xLZOQZJyWsLIY6INQqVtfY43i9624mIEAcUNgmKJjFPEaslr+eFB6HCLCUWEvq99H1MvyudIfwTZDxGVoDLLN7D9u55tuuXMjhBW1gyKQ9Y7a2ysXKK8Wyfg/EOV7cexznDsH8CLSUIyd7oKt2ix7AzJM8KjAtFApNqRFnNKPIuodw9Q3RzPOG56+gO9zz3DlSWoYFM64U0eqAJTMsxdT1DCkUn68bF2Oy6ffF0+y/T9vf3+Wf/7J/xi7/4i3zkIx/5/Ke6Dreqqvj4xz/On/2zf/a622VZxm233QbAe97zHl7zmtdcWzzPez784Q9z7733ApDnOS9+8Yt573vfy1/5K3+l3e69730vf/kv/+WndN6dYsCpjRPMqmkb+IBg52CH0fSALIvQsPcU2UrIw8dy6sbWNKZiWm3h8WRiSO0MrnoCMfskQoD1DTiBvE7F241byMOncuXkD5brgjzqzISy8PB5St34OAHeaP1242qaqAhtAkeq1fCAyIvSeAKObL3huPVGQqWO80+SUZTPxd8vWi547/C2ZDLOWFnZbO0s2jOLaTpxjTF0uCXicmNUcH6X86Au0xnyBhom7Zo5rlAHg+Y6Wy+nmqy3GNO0KaSAulwP6Qn30jpDE1NcoXTfBxE2mfgkqTQ+/isiNMmvK6VaU7BlbYOXDqHAGRm8rmjiGO+g9VwtujF1WI0H9cDjYbFIHDa2j5JlDLgMToCKK2WJicH/MakXOee1SEmc0KNYJh4p8+hIL48N0L33VLEiq6wbfvdTL+bE6edy/4ueidaSTzxxiedsrPHMc6fQ8Vk2to4VcLA33mJr/xKzckJZT+l1B/SLFeqm4sLVR4KadFYwLSc47zi5dpZeZyWgZ87zmYsjPnMxKAivDLoIAXv7E6qq4WAyQYt9XvGV22glUdfyyVi653MsxVqD8U1LJk/BiCBZw0QXe+cIOmJZG9AJQppSysjvEnMNoBA4h/SmcTZ4FtoaYy1KEsflonVCSioGFNbFQoHED5Qtbyhy4eI56pjiD7y0+a7qZoVHrryaU3eewAtPWU7wCDKVsbF6ikzlrA5OkOucWTVlPNmlbmo2Vs/QLwo2Vk5xMNnhyt4TnDtxV/DWco5ZNWmRYFh4t8XUfGlnHDQTyibn9n6P0+fOMKr2aOoqCqoKOnkf5wy28uxtjdk4u472XziZu6ctK27cfud3focHHniAX//1X+fOO+/kr/7Vv8o73/nOp7SvW7qzb3rTm3jta1/LHXfcwZUrV3jLW97CwcEB3/It3wKE1NKFCxdarZ5PfOITPPjgg9x3333s7u7y4z/+43z0ox/l3e9+d7vPH/iBH+D+++/nnnvu4eDggJ/6qZ/iwx/+MD/7sz/bbvM93/M9vOENb+AlL3kJL3vZy3jHO97BY489xnd8x3c8pYs+eeIOTqytYm2YWOqmolv0qZuKsipxrkO/m5EpFTUmgjBZY0tGs8v4RJwTAltZykt/QpFdBTEn0Tpv25XUrbS22sy5JduAkB4pAmweOTNBJyiSWyNcfbPZtRuTm+deUOHfi1G1AK/AeTxpm+MeOh/RnEOEW+8iwTK+1COx1TqDkFkMrAKZw/riGEwnojY3UWHS/iKWeqcSeymCWF9jmva7a/92fpAsy+ioTx97rSGVZWMGTmJMg1ngzfh43dcfEzFNZU1Aa9rfqdZPSxDSlBKJ82lSmqNuiT8UPLea9qXqCUKaWaExtUcYkHpOmAXCfkUymlzkDYn2T+s9W+M76egequViyaiUbREEPlVXKjCW0lqUEEfED5fSm4KWTJ7u17VubdUYGmup6pondgr+eOs+7rjjHl787Ls5tRYqPM6srUZl35DWmlUThID96S6j6T6jyS5lNUXrjFMb51kZbjItZ+RZSV2N8N4xmo0Bwan18wx76wghKGvLZy6P+eSjl+iLj7O1t8aVKz16nZJza5e487zhzNoeg05JL5Pk+sbPvxARBfW098w5h9Z5GFM2BEBKKpLpsDHRP0xKTLDdC+hwDI7aUvX2OY/3MAZCksCvkzKY29p5Nq2tPFQxrZrI0W2QJATGGWpTtWKoQkjwDq2DMGqS10jjxjvP/midzqBAqrC4GZdjGuvoF50WyVRC0e+u0OsMUUpzZfdJnHecP3kHq4N18I698TbdvM9qfwOkYlZP28KJxea8o2pqJuUM469gu2cYNYa19TVW/SqzcsLuwRY7l/fQRcZwo0fdTMEKpFdocWNRx89Ve7qq6/j2xBNP8K53vYsHHniAyWTC61//epqm4dd+7dd43vOe95T3e0uBzxNPPME3fuM3srW1xcmTJ7n//vv5wAc+wJ133gnAxYsXeeyxx9rtrbX82I/9GA899BBZlvHKV76S97///UtmY3t7e3z7t387ly5dYnV1lS/90i/l93//93npS1/abvP1X//1bG9v84M/+INcvHiRF7zgBfy7f/fv2uPeanvswscYTTdYHWywtnKashwxLQ/C6jfvsTZYDxwMGR7gshnhgcZMIwwdggwpFCKzSPaxxqOyZa7tjemvyy2VPC+nt4KSdKo6m08WohU4e2oE6uu3BItLYXCHgp6UwvMLas4h2+LbLdIE35iKTC/wnWKqKXE4ZNRFkiL5ZoGMKEG3t4J0F47201KK54ZEnYVrCtU83voWYSLyYbhO4JNa0ck5tbGDFMkROiIv+FheP1+1eR8UrLXK8XKu+yO4HtoWiK4J3WsnlSOjKH4iQhCUzDyV0ujYF42p29/5iKY4r1q0zOOQViL1nK+WrkZI2bqmE1N84KmboG7svOdgVCK6Fd08i2ce060xpSJFKI7uakVpLLWzFNdQCg9XxHUDwmDH4ZhVNY0xIejZXeNjO/fxlS/+b3jWuVMMut1YfRUU1J0LlZmTcsSV3QtkOqMxNdv7V1jpr3P6xO0IqalNw6WtxxjP9jGmikMqIBHrKydbxGVaWh56fJdPPPI4L73rP/Glz/gMli5/cvGZ3HPq4/Q7oGQKJAOH7fD9TZNTckFPgQpC4FwT+XwKpWSLroTbICLiolFqPs5EDEJEvAfJrmQxwHZuTlxOiE+oDAv/DrYOviWdhwVUqBhMek5JjFVg5ykzG6vzbEKWwnvLxMWNWEBe9kZnuDx6FevnQkAazjEjF5Zhb21pjCd5g5X+OnVTsXNwlW5nhWG3y4m1M8zKMdsHV9if7DDorka00CN8MNfNdEA6y2qCFTkJn17PFcZ7mqhA3usN6OQ9+vkaFx5/ksufuYozlv7qALTnCxj3PB34HNP+0l/6S7zvfe/jNa95DT/90z/N13zN16CU4ud//uc/630L/6cdH1toBwcHrK6u8p7//WfY3DjJ2sopMp2xPtjkUxc+xmQ2Is8KVgfraB30dwLiYuckYmHQKvAeOtkKWneZbF1ievkPkQoCgBGQF6WKliB34yDIt4GOlEHvpG4qvHcUWad9EcnIn0i8k1sTMUtVMje5fYS9q3raejdJAnEbYVtUKFVuJdi7yLrtCzNxRhZbQrGMtWQqC+XUh64j7wzpFALsZZJoYuJD4MHENMBhZ/kb90GYuOumjGWv4Ro7kR9wvXb6tKanH17qG2LKKa2SE7pjo8p0uLZ56X1STz6utZN2RGBuxD9KAUsgtIZrm09CPpapC2pTUdYOa2n70jvQUiGUJ89Ea/EhZZgQU2rTWk9lAlnWGMuklDgvmZYnKbRn2OtSZEGUwMXzUK2sQrouT+MsmTzqOXajFsj1jqppmFU1Vd1wYXQHl2b3sL52luFgnXvvuo2VXjDG9N4xrg7wznMw3UVIwdbeJUaTvYVFRM6Zzdtx3nNx63HqeoZ1QTSPiHh1ih6ZylgdnGgXHI9dmfDQI5/g5c/4P7ltc0on00gpWsV1dYjA3GpeLVYsEib2RcVqYw3GVDH4cS3CktTGQ+BBlHBggXslAwoYx5aK4+8wByxZyyyisukctNKRIxGrFs086A52NFlcwNTMg6JwbnVTBUQtPpOp/5MIZlqQzOqTPLb15+mu34nKUmFBkAORiKW+WGzOOQ4m21zaeYJBf4PTG+eRUrG7d4lJOaLIOmysnCLTRZu6Phhvh3RZVjCeHrC2cpqqGgUkVOXIziYne0FlP/CqZECwGsPlS5fY3d9ieGKIyiTj8YQXPf/L2d/ff0paMTfT0pz0//hbf5s8/+wirbqueOAX3/Z5Pd8vZNNa813f9V389//9f88999zTfp5lGR/5yEe+cIjPn5Y27K4y6K1QVmOu7u7hEQz7G4yme1GrY4ZqQqVL62HjPWU1I8s8ebbCoLOBEApja+SwQMnnY3YexTVjlASdqVsKwYNXUFjtBfuEuXif8w5JQNCEKkBIyqpGylCq3Ji04ld08uyak8utBAiLZGUhJEok2FxjfYOzZi5fH997WmdkKm/h8XjUQ3v2bbopidIdPq/hyhrCXaRlUcbU4bxPohmqd9wCf3zhWnzkahhSFdPNVAnmajzfT0zFxdKUVomYyOdwTjOvVhNtBct1zy3yI1IK8NpBgl8SkwzAl6WJpe5CBO0kJUJ6zDeGqoF/+5+/ktVVzTC7zJ0rn+BEbxInLEGRq3lAJgQSQW09s9rQNMEy4cHPvJCr9ctYXxuw6X6Ljc5FRrOSutF0iized8IKnDTJh+Bci4Rs3NoNqxtDWdc0xvInl9Z4cvZC1lY3eOHz7uKec2fIddBoqU2JczZMgt4xrSfsHFzB46nqkiLr0Cl6rA02cXj2RjuMp/vMqjECSafocmL1TJjsVRE4T/E+pHHhvOPFt/8RZ9ZGFFnecneuR15OKcekQwUhpcvCPq0LdjLCRymF+Cwb66INhg7prZi2BKLVhEN4GfgtMc2d/p6PFN8uSkJgFVLwi56AWmWB37JQdBDeJ/MgPY0rGRdgHoVypiWWtg7sQhxRVK/UCxmcWtZ6C3pR1x8LwTolYxiFZSflOqu9fnhHl+P23NM7yFrDpBoHhFmGkn+tNFZlGBcsXk4OBFNjWcvnC1IPVHiGm6tU+gCVpffaFw4TeLqq62j7gz/4Ax544AFe8pKX8JznPIc3vOENrRjyZ9u+KAOfs5t30ukV7I628R4ubz/Gbaeezd3nn09VT5mWY6pmhpaKxkBZz3DekGeK8F4Khp/Teo/GTsLLsrNGcdsGriqxVz+8cLRE+Vv4JK3GUpqmXRkmHx3TpkTS6l9JGb2dQoBUm7kfVt0YmqahyHMaYxl0i2MtEG62hbRCVLW2aTKVCLLIXTIRovftyjHxUm6MwMQXY5wZj3v5CWEO/Vsg0ZEsnvZtMfapGoaKyJeIK92Y4rmxdd1iyi/9zreVTGlln9J/SYIgHFEsnPt8H4ujY1Fc0nto4vXp/z97/xlrXZbe9aK/McbMK6+d31xv5Y6223a7fexjDA5Y2LomC90rsIwQunxCxh8AycJIJjVJCGF0MA4YA43E4XCxQMfHzcWcA74+bbfbbndwVXV11Zt3XnHmOce4H8acc+/9hgrd7iZUPaWq2nvttWZac47xjOf5hwbQ3GnsNNgf0QjnlU0C11Ld7cRqk2mjNUVV88svv4dC7LC9NaEs9/j1u1/LlvcF3nv1P2JQCGlwnUamQNvqY1ZU/PprW9xefoidradQgyEf2Z0wGQ75jVdqZPbvGepjKxRaeviea+nytQXgeo6D69hkSIlWDuEiS8yu/PWFOUY2c47GkOQ5q7jkYBnx6vJDfNuHPsCNnS1Czz0DLTfsoLSISRYPWKdLlvEMjCHwe/TDIaEfoRwHIT32j2+zXB+BsW3iQTQi8CMif3DB7uPh8BxFXgwoy4rKc5vqxqPYpe4ua3Jjzw26e8DqXtXnwO7t9+l19jKi+R7bFlub+CDOWFytGrvFBjmIJmGyd9XZPSWFQCjXTorGoIVsFOtBoHGw34+QEmFMA4puQEMNOF81bNGyypFC4TqNxlDL/OOi2e35CpfRBl3Gj8w0nVHxG4wVskmiPMcjxpDla1ylKKqc8WADbQxZmRJ6PYoiZZXMEUJZenoyayqWNWHQw3EcaFqwvqO6Kt28KBi4LrUx3Vj0Vtiiv9PxLrj50fjIRz7CRz7yEf7e3/t7fOxjH+Onfuqn+KEf+iG01vziL/4iV69eZTB4gk/gm8Q7MvEZ9zbRqiDwAuRgk+P5Aw5Pb7M5vszW+DL3jl8jydfkhV1FBr5PFKhOi8MA6/yEsraMMFf08L0hgTfAhJrF4lVEndiVE49Od63qaF3XzeBpVy0ttdRtbAw6K4rGx6uuDUmWUVU1ZVXZAVcIfvOuT2/6LFfkXYxJcZUVYnu7bbCuZYXp9EBaM1OrVq0xjY1E23LS59SVLbbjYSG6R89fStVVLB5u+wghQC8ed4S04oiiBd92uIK3j3FqBxopJXVVkRdZI4725G1JkbdHYo+VVtn6oTM0LTj34XN7eDB9KCFurqkB4iwnLwpANK0kK9AHAtdRRL7XtFYazFSThKpGSLCqS+IypyhryrLiN29NeOrmhL3pZearfdY64Si/zKf3v5H37vw6QlQkTYWqqu1nshI+dfu9XL32HN/5DV9PXqa8vv8SntPnG158H6/c2+Tle7/KRH6aDT1rjpeuBZukVj7AdRwGUYjnKh6WebB09JS6tsBrsImANoaqqjheBfzn29/E09eu8I3v2+bpS9tETUvAWp/kFHVO3fjrvf7gZfIyxXdDxoMNNkY71FihuiRbk8THrJPTpr0ZEfo9hr1JR/OWPL7tArA9Dvn8ybNcG32arLALIecNmZu2WqvMWbvX2sU8mgRLqRpsmzl3/1xsTbV4r6ou7HMmbfWoqkurnd3hy8y57Z7hbFrfPITEVS02q8EjNp+RwsofdFVHqbpKpMXkyW78ahdrjrRqyY9ryx6c3uQ4eT/jvYe81Di73x+n0YYxJNma/dPbFGVB4PeIwhGe69ML+lR1RRT0ma9OiJ2VPW7lkq5PMdrS+HvhAN91bYuwrun5fRzHR2K1rAyGpEgx5ZpJb4IULlvjS5wuDx9RdX83/utFFEX84A/+ID/4gz/ISy+9xE/+5E/y1//6X+fP//k/z3d+53fyb//tv33b23xHJj6+F1I27Y5Rb0JWJFjNC4ORksjvczy7D0AUerie5Hz7vqoTGggvrtPDd4b4Tkhd1eTpnDpf47keQj6qlVPr2nrSiPMKwVYbSCDwGmG0uik9WzqvlWBvt7U/12SVInAFKZuEW9eYbgSsE5+g/jRxZifo8yq0TxrM2+qT1hV5Y1jpOV4D+m29sBy7CqfqWiMt8LUdmwVnuIDz8bi9tu0P+0tb5D0Pbgwwpuh+b13V24FbSRcrpPj22ncPH4M2GrSl+FZVQVak+G7wWO2YMPSRLDh39heirdLIZpnfvsdK9D3hM8Y0InpQVjVZUTQJjCAvNHdOtrgy3aesSrSWtvWhBLm0E0Mv8KGhf2ujcdukTUCtBVku+Mzd65wke+xdfoYXb2ygVE22FCA1164NOV19G795cp0PbPx/QNQUZUWS+7x8/AHmxQd44bkdvuaZG1akM1tQVBmf+eInuLR1g62RxHPez62DZ1jGv06WVQQenBaX2OjF+JzgiIyd8BZxJnFUdCFRKOuaOM25dxoQuhmVsZXKvhfzYDWlZIN5cYmvffFZPnDzGuN+hOdc/G7s85SzjE8pypyN0TaL9Sm7G1fx/R5GCIpszWyxj0SwTpe4ykNrjecGDHsTq95bpGRFwnS488R7ynUkSX2ZpIjwvbLzw3ujMIbGp0x0lZ43vWebBLTFkZ2vLOrG7kMIiWxea6tI3efaNigG6ra6qS+0ZNt2F9AwA89oGVKKMwxRWzlqZAXsvlWX8CDaBc/jz2ldfwNF0Qh3XkgSH88qtdXmgtnikHW6wPdCgmDAxmgXz+vhK0GwcZn7R7eJkzlJuqbGVvbKqmRjsMGoP21wZqKpUglCv8fGcLd7tk0DiDbZjNdOb1Nu32RnfIVBOKasSmbxrCMZfDXiXXDzW4vnn3+ej370o/y1v/bX+Pmf/3l+6qd+6kvazjsy8XGUw6i/R8+3ADD/UsgimbNO5mhT4wd9PC+0D420uJVaF7R+RBZeYl3IQ1+xNdllEGzw+muvM7tfQe6iZI3bsK46KjEtm6n9uSltN4OH67gX1GAb3dxG50aTZJplqvnkwR4vPv8CMnS5PtL4XsnW2LBY7/DaK0+zUb3KKjXUxhB4drBxLuBubGhd25bWOWl2YzRZmaGkVdg1pmGX6bJrv7WVphboqITqzuGxmQ4XU5sWL6Ab7ZfKaJR0aUHARgTAsvusFAqka9WEm9/PoJtfeuJjReLqrsTtuf4TBfOUEhgCBNnjz69jtV1Mdp9EyrYU64I0L5rJUXO07BN5GT2/5OO//T8jwq/lhAWXvJ/nFz/3dTx1/b2Y8jU+cvnfkOY5Bgg92+KQgs7qwKpqCz5z/0VuJ9/MeNjj67Y9pv2Kk+Mlpw9KnEGFUi4ffGaLw/mYk/WnKJbwG/vfxDPXn2fzks8HJ0OkkxO4hoP5fao6R0rJOlty//hW15q9sbdLpT/MYi3ouQU3eyUbw23Wcchnb90nyv81QizJPdcC47H3QJoX3Dod8LnZ1/H8zWcZNL5+awyDgcBVihcHIbvT8WPpyvZesHYFdw5epapLrmw/zdXdZxHKISty1vEJs8Uhg96YUX/KIj5F65p+OGQQjXGUh1IunmvekkWBqySgKKuUvLRaSQ+Dms+HFWO0ld26bWW94T0rLowXoqlqtkrllvXVVk509xTAmfr5+YqPOP9vIyFR1QUdC/ARIU1DURadGGD3aqvs3WxUCmUFJ40VIlTGtqIfPrfrW/9fPrv6PlZHMcPtgV0MPqbi1R53XZccze6zjGdUWuP5A9bpkqKu2du8gcDFcxykdIizU3rRkFUas0qWbI62mI52UFJRNIu4zdElxv3pY66zIcmWLNZHJPmaw9M7TAfb+G6AG4yZZ4ZAvX1hvHfjqxNKKb7/+7+f7//+7/+SPv+OTHzAVif64dCWdJWkNCWrZMbJfJ9L288QDXaZnb5OXUFSl1S6xHMtRbasNFJotiZ7jIZbxLVDfHrK4e1fYTRU4Hu0zuJ2ZWEfINOUvi11tERLidEaz/XxHO+cIJ/pkiK7yqvQ2lYUXj0dcvXyZVwluLYFV3cGOMojzk4ZRBkbe9vMHhSMqvukWY4xbpf8PBytoFmFIS+zDldwpgfSiAnSChSKzsBSScfacvC4Fs5j9nXu5857TFcdbuc8vbeq3UduTHk+IWwGfIV889XzY6I+B8p0Havt82a6Rut1htY32JrsI5k/8nf50GBuz9FQVjV+Q/m2CS+N6FpBVpQczocEPrx++jQPsg8zHnjkh6dEky3ee30XI/q8tv8D7F3KGPc12lzh5fnv5pnRf8aQI6WdjN0OOKtJ84okl3zuwYtcveJxaVohTMrBAzi+W4OXMd2O2Nu8gpQVW2PJof4BThY5H3n/mEubA/IiJs2POTk9JCsSqrpk3J+S5gn9cMTmeBeQ1JWmoMJ3JDe2A7bGN3CkxHECtkeK8WDIJz/3LUT1/06S5U2lQJIWJetM8cm77+MjX/sePvj0NQL3TFLANMw7/RgQbPtMlVVOVqW4rs/e5nWSbN1Q1ivqIuPw5DYIGEQjXMez6ryNKKSSDr4XdPpNruPhqPGFdkyrSdRW8IQQ3Ngb82uv/z9438a/4fJmCzYWPL6pa8O2vE3TUnri286fYePRZRXgdV2f3Z+21Gorsm0bmrPK53lWV6vO3vnlCes+bp9vrMJzo9bcqmm3z4LWZ8QBq4BcdglLS76wAOtWqdtqC7XMwDZcecy1S7/JF+98Hb066qxLHn/WhnW6JC9Tq1hdlizXJwgMRV2yWNxnY3yFpMzIipSNyeUm2TcE3haBF51dAyTT4TbDaPTYfeVlxhfufYZlskCogEW6ZLY8YjrcxpOSrTDCfwteeu/Gf5/xjv9mjdGUdY7r+mxMdlgsj7l38AqVM6Dfm1KUBXm6ROuaJDX0wiHD3hQlJHml+WIsWZUxO3mKK48xVdOfb1ZqnbJu006yYoRt1cKuws4DGe0xAc1AqbU1Uq21JC4EMrrK9StDAk8TBnbyti7XluVxaVviuM9x984Gl8xvUusSJR+P97HlcoEUDWW2rbxICY0RpQWktmJpolntObjKf0sJz+NCNf5DVktE0DWEdN1gBbhIUTDmbMDnbPVpf35zNtb5sOywuqMJK6moqvKR7+BxkSQ5t5IJrrvNcCQZ+K8hyLu/l/UZaDUrSrKiaBI5i+vIGgyMXSU7fOrWc7y2+haeuXqJ0XbEi1shRi/ReoLr9pFCkuQh17eh580pyozLmzfwvd/PZ14N+ODWvyNJC1xH4bqKurZO5FVt+PyDmzjhgGFPskoOKVOH5NjDH9REE83GeAvfC8BURH7I9o0RWZGxSmfc3n+J+foEmlaLNppBNMJzA5R08f0eSZ7gKsXOZK+zQOj5fQK3d0GVfdKPeP7mN/Dq5z/NFeceqzixnlFa88Wja0ymm+xtjPEfamEZDEfzBxRVxvXd5zqA7fl3lHXZgLBTPMeHwMocVFWGQbPOlmAgVQmh32N7vMfO9ApVXdILhzjSvXCsLVasZctZYP9Fa4bQdyjFBoOwREl5jkQg3uReFLQyF28WLWjdWtSILoG5ePbte0UnHdG2Zs6A9W1yZH31WjuQdlNtcldXFbJJGqDVBWsJF3YhZAVMBUKKzj5Ftq1tY0e51oqmMx9uYhx+lqp8kbrWOG8glyUQhEGPPe86QkjWybxJVlOKqiDJ1vTyJVq4TCeXiZMF6+SYnY1r7G1co6rKhh1bWkC7Fz3x+0iKNet0QW2g50aUxZJbBy/z4PQ213ae4epgm9Vy+djPfiXi3VbXVzfekYlPO7AZDEWdU1Q5tc5ZJ0eUdWUprkXCdHqNstboaIrvOSyWRwghGfYmhEFEnKVkdcxACFi9gudqhHC6FZM5N3vb1VXdeUdprSnrAlf5F/rjFq/RaAZJ0/XVy8pwd7VJf9zj+m6J7wlCb4jv9llnR40OyZCqLuh5mtMYdnsGKZwzVd6HBma73fycknKTDCmFhOa62MqVkhIpRcPqCB6b9LydJKRtyRh0k9zpM0FGWXYEKq0ralMhkQjpUGqDI85hjN5GdNiHc8Bmm5S2DuZWTsBgUA8N3uejLEtOjuGEPSbTkGF4B8ySJMspSqsEPYsj1mmP7eEcrTMqrVimI1ylOUl3eGn+u9kYTfiOF/a4sjnBVYJFckBaCCpjqIuMNIs7ldt+NGCxKi24MzSU6j3sx19gHOwT6SVZAcYoZnGf/3Lrd9EbPMV7bvh4askiEWQzDyfKiCaCva1rRGHfXgMh8Zwecb7k9sErrJNlB8ANvIjpaAspHTyvR1bk7B+9ikyX9MMBg2hC6Pfw3YiiSptEQVv8lTirRGwMBtyefAdfnH2GqX+LtOpzZ3EVP9rhA1eusjsZPXLfSCEZ9MbNs2QwxvqArdNlN7GdLPZZZyuLmUOwOd5DOh5JPON0eYLv2nZ1e56BFzIZbhOna5J81bGtHr5H6rqkrAuKMsdzAzwVdMeXZjV1GeO7JUL4D90iZwSB9i7/cuLNFL6hsadoKjwt4Fl2Cy+DbGfDc8lOhz8ztmJT1w2eELr2ZdXoUgklqXXD7JQ0Svbtvp2GcdYKYPIIlR0sKWDnso9y3ni6aTXA2vAcn8lgk9nqiGU8t4KeUuJ4Ib7j4aIRpuJodp80W/PU3gsMG4XtN4vI67MzvcpifYLvCITxWaxPsa2+jKf2XoD67XnyfTnxbuLz1Y13ZOJT1iUGOwhUjQCfXfV7bE23GfYmHM0eMFvskzeD6sZkjyiaslgdEPghQlQEvmGnTvDdAWmsSaszKrLFwcjGZ6l5qL3QVjmEQArNo5oXDavHWA8eACVdWz2oFLdnDh95SuA6glGwi+cOWOenVHVJ6G/gyCFVVbCfzeibB7bOZDRZWVj9DSFwHRdb0q6pddnQ53W3gjNoTF1Tc8Yk6bAPRiDforXDm4WUCqOrJtlxGvBmQ1c3FkfTrkiN0QhpV7VWOsVifS6ApN8oTOsndqZIW9ZlRw1uGXWt+F/rIH6xxfK4fQlmpxlmfA3PPeb+omCxPCHwJb969zvZ2LjJ7YPXudH73/nkg+9ga/N5HCXxPJf/6QMbbI+G+I7bGb767oBaS5L0BNe1lbfF+hQBOI7HuL9BrWvuHn6RyxshRv2/+MI8oRf/J44WDoneQ3qXeep6yO5YkeRL5qs52ayH8mucYU4v2mLYG5KVpwTemMibkhcpR/MHaK0Z9CYMoiFSucyXx5SVRrmwWhxQFDGOctiZXGFrfMleI2HbJL4bUcnysXN95Ht84wsfJC/fy53DU+LFkq+50uepnS1cx8FRshMXPB+DaEyaxxzN7zWtUElaxKyTOcPehCRbc7w4YDrcwvdCfL9PXsRkeUxZFbiOS12XREGfyWCLrMxwHP+cIvajUdclR/P75GWG74b0gkGXRACkpYbyEGMsKLiqDY5qkzyJ0bXV5EFaD7IvM/l5o1AP4fZanaCzpPPhT5iLk2MLahag6wqUFU61lhOVbbcJ2bWFjTaNGGKrTn32/Aih3rBiOh3eYq13ORN4evPzk42P1niwhQEWqxNO5ofsbPdsW1wqijIjzladP1itK8qqwSjRaAE9pr3muyGbw13mq2NqIxgOtql0TZzMifM1r++/RJm/i/H5HzXekYnPyXKfyXhMXmWkRWxBvlWFFFZF2HdDtClIsgUTxyq3VrVmuZ5ZLA41VW0FtPr+iNAbUaoz1c0O6EujwYFGSu9MzK5508MDV5tgtPoyRkNWa4oKitrFD/rsbozYHm3jOX2q2iBFj9ALqSpNpWvSPKMsF/Qi6+OUpAVFqZHSgrp9r0YK0+FslJQI0R6noarORNJaLITr+NAoHpdVQWlyfC96UwGyJ4eh1JqyrgnFRZ8sz+9j6sPmupguIWrbh44QjX6IQQhzDiz5hD214oSIbhtnira2fC+FpG2etcJurWfSebp6u8J9OObzlKoOOVhu8H989r28/4Vn+Yb3X+HGziaL9XW+ePAiH/7AmJu7W831tvTzuCxxMchmH450EdSMGssUHUb0owFxuuJ4/oB1smRv8zrT4VYHeJ0OJqzT70UNa0Az6jl4yvDa/ZcYDzYZBZfJxAp3sGI8nLI33cURgn6wief0cJTH6eqYrEjYnOzhe4GdANKYZTzDK2KseneK01g4jHpTQq934brbytHjlWeFEHiug+c6vOfGJd7Dpea7sZW3oi6YLQ/ZnV698DnZaM4czu9R1RVZkeC5AcZo7h29Ti8csDXeo64r8jyhqKxyr8WJZDjSIfAiNoY7hEGfWtfE6YqyLoiC/iMVlVrXzNcnlFVBXmT2fB66t7ZHHvneFCEkeV6gtcFzFZ4jOzaU1hXaVNSaRhH7rQ+z55+9N4pH2JMC3lx75mKrTRhrpGyxOm0V1iY/LfmgqPKGuWV9AzummQGj3hgXdz48eRfMN5CuK0yticYBrZr54xcV7XnZ5z1OV2SlPZaytIKUnuMz6m1QlDnT4RaVLlgt5hwuHnBj5zmyZmzfGl/uWprGGNIi7u6tUmuKbIGmIvT7KMenLjOWyZx4HT/2mL4S8a6Oz1c33pGJT5ItWCSnjSM1jfheSS8c4ykfEAx6Q3qBByIgLwrSfInjOFzavI7nBSgxIPL6KOlRFiVFNjvHrzgLqwDaTrYXH+6HWROtgJkxNRhDUQmyIqeuag5WIZd3N+kFAypdkSYHSHx0DSeLQ6q6YGO0hUHz9JWniKIt7t+/g8kOiaoZQid4qqKsHBwHHHUeK3Mmj98qvNrjsNRSqVU34J3RUL/0h0ybtuJk96mNtBYNyiVwj7vrJITEkS6cAzHb45OANWusu+Tt8YN+B4SWZ8lV226sqrKT85fCyvd3hov20+03de6/D2/fXi5tNIoU13W5vrvNs5d3cJUi9F3Gw36HB+mAp0Cg1AXVX0d5hG6fVX5KWiSEbt8qBMuRtQ2pShbrE2arY4a9EePBJgJDzxcUxRxHKfJMc5JabzlH+qxnoJwSx5GEfs8qCVPjqx6RP+qEJ6u6wkhFnKcsV8fMlocIBHWtGPYm3Nh9ntDv4SqX4A2wE283iirjOE1J84ytcwy7M88z0yiaSxzl0AsGDHsTWpHIJF2xjGdsDHdQwkEbQ1okVi3Z8RlEIxCCJIup6pJBb4zP4+1JVvGMNF+zM73M8fyArExZxTMG0birpriOZDK+wacP/yCX+r/MVu9+o3jsEXgNzVs5aG1ZXG1r6FH21KNRN+MQ0GHO3vp1/hK+jwbuc4YJ0gjZYnpMg0Vs0YbiwiPfCiK+1d2G4iV2nR9n5n2A1+48jxs5GCVxH2PzARfHRs/x6YdDsjylLAuOZw8s8LsuyMsMKRXLeEaSr+mHI5JsxcHpbSbDbYa96YVtlVVOXqQUVWalDaQkLTLW8QwQ+H4fxw0RefxlLOzefrQp4Je7jXfjrcU7MvGpdMFsdcRosNEkJiWBZ8vanhM0lQ6BpwLm8Qm1zvFcj43hlFE0xnOCrrSqjeH1Vz9FsX6AVJZh8GZCdcAFEkgrGNjeuvZ3qGr4tTtDdi49w/Sqz86GwrBPVgzpB3toLbh/9BKB77M3vQmqwC0d1smaSQ923vMss9VVau3y4PiAePZZRmZOrQ3GFUhhJ20prRIs0CUArcHo2aqM7v8WnPylP2atvL5luWiqOsdRPgqP84+v3YXqfrbjlwFjDTSllE2y9mQ8hC2/P3T1hbVkMGjqumHGCEFRFRbI2g14bz6qt2OqFJJa9HGVYv9kxvuuX7aaMwZC130kya2N6fZzho0S+F6fuDghL2Mib0yaH+A5EZvjbfrhmDuHrzastIrTxT61tkld4AX0wr6VJhDQj/oEasDp6V2CrZwoivAcj5P5EVK5RH5Jz9+wVTAkaZlTFDkns7uskgXD3oSrWzeJggGe4xE8VOE5O5czzZjHijmee9/ZNTt7T5rHvHJyhKscdrIlg/AcswrTVCMVRVWwt3GdSpfM18cYY8jyhLzMLBZtXiHcgLIqMI3ZZq2rhs21oqwKomDw2ApFew5W+DCABl8U6Zo0j1kmM4bRhF44REmHcd9lEH2A+yfPcu/gZb52538jLyuUtIkRNMBfI6g4aw+9WeWnPTJbbakx+q0lTG8cb8A2ayqbqvHrsjihMy2uFndisEKlxpxZWiihLgDDu701CdPj9qlYMu39Gqejy+x/sWL76hZEb4yjaZ+NQTS2FPe6ROuSdbJkHZ9SN+NWJgTTYIcHx7cQQjLojZj0N0FcZH5qozlaPGCVzNkY7tCPRkwGW8TZkiRbU5cZpTEgXVyv9+aX93co3sX4fHXjHZn4GCDPE3K/R+hHBP6QFuTqNWwlV/nUusRxHIR0mAz6lrXi9e3ED8zmC06Ojklmn8ZzLbvh8RoVF5OhM+E6mwB0ZoRCok119mljWFcRVwKPK7su436EQOGqcWMTkBL5AaNhj/FgSlFlHMQPyMsV29Mr9Pwhlzd7SCHZmUpOVmO++No9RvmvUxjrxWPp67bFZtsVXpdQWJXWllYvQFggY210I/ZnLO30bcbZKrOtpNh/bIoVgYm5yIA5owy34m0AQjicNakefu8bg62tEq0m11nHfJHyTPwNntxuMLptwVmqs9aaoqoIzQMwYwZR2Kl8X/icab9ziTA1y2yFpG7aRqqR/VeMe5fp+b2vWv8AAPmRSURBVHnz3YxR0krqg2IQjqh0Tr83ZB0vG58l26I5WR4AMAgHTIabJMcC6dY4vh0UD+cPkFLgNbTxSpdkeUJRpYz7U+LE+lcBTAfbTIc7uE7bon3jeCstj7gs6bkXJ7ooGLDjHRCXCWWZQ4NtbZlMrd6Mj+Tu0WuUVd4YZl6MNI95cPgqfjBAOS57w10c5eF5EVUjcrhOFlR1RS8cWGBzw1izfl4JSbZCCElapFZqQSoEkjhekhcZq2TOeLBpAc+Oz7XtHsfee3l99ts8tfE5iko2iU97Do3HnTyrlp4fGx6uEEupcIXV/WkJD3VdP1FbqtuOubgw0efau/Y5Vme+ehfr0dC05tqWcMXFRURL1DivcWSfFdW94+w4OBNLfELCJcm4uft/4HrfzoPXDb1Rj+neuLNwayui1o7DViIX8SlxuuwICVprjFCdBpkxhulo27rUS8EgHFoM0GOeX88NuLb9DLW2Bsm1qTmZH3D/+HXKusR3AyK/z8j1qap31Zv/R413ZOJjpf0dqjLHiyYUdYEQNOyNs3ZEVmYc54bA69ELAgb+qBsUknXMpz/xn4j8JaG/vuBOfj5MI7p3/lWtDes070wBpZQ4CoQwSGFwlEKpGulIemHI3fsrJqPLbI8itClJ8xW+EyKUJAw9BuE2eRmzzmZoMvp9l37QJ/SGKOlS1QWh53Jlw6fnT3n59ZDFg8+yGy1QyqCkQUmb9CglG3py1U3uLaW5wyRdqAK9eTwyBAqrN2NL6LKrytR1TlGP8eTF3npLk239zaR0ziU/sjuUs4TlbD8Xv4uzl0z3/oufsT5GNY50UI8Bcte1JslzqlrjuQ5SiMZIs+Q3969y88YzvPfG5U5h+HyLLi0SlHTwHB8preP1/aPXCLwA3/WZDLYYhGOU9FCehzYVkT8hK5ZkZYySAZPRFq5jcQ+Bu0sv6LFMlrz+4JXOxDLNYuIsQc+nIG1LUNeWkh54LnmVMu5vYIzhaHGfVbLE80PSPCYM+gzCEVJZzyMlFfIJ8v2dOjA8Njl6OIHsNZWvs2Ta4oI2+xOyo1eZrR2Uchj3N7ttRF6fnj8kzdcUZdYlh65yCYOebX9UBbWucCS4AqJog1rD0XKf0A8B0bDVNPP1CWHQox+Oscauha2wNu2+QTSiFw7RWluTU1OjHAelFK7rN0nPGcvLcQWfO/oaro0/98QVt5JOo3ujLwCAH5cq2rarrVbZinKNNI9v5dbNNtuW9cOWEELIzoqjqm1FWUrVcChaj7nGC9BxKBoHdtlo+tgFikKb4sIiCOyDJKUVz2zbjqqpFtn9FY+Mh201yBEzntr43/DNN3GwfC+Py6vjbMVifUyaWy/EwAtxHY+8zOhHY4a9MVqXxPExRZFRVgVZsUAg2ZlcY2O0Q4sdOn8fSiEvMMdms3s8OL2Fo9yGQDAlydaE4ZAkfnNBy9+peLfi89WNd2ziYzDE2YpBb9J40+jGd8pO01VVUNaWCRQ4Cl/5JMWpTQpKjy98/vMMwtv4nm4UUTXnTSnbeJwwnk10FElhyIuK0K1ItUYphaMElugl0LXmxY0DfvGziu3NCR96Zo9ldgdXhRiRYbSxrtPekLLKyKsFvucwCC4T+ZMO1+Iol3HvMqvskEsbA2arPdZHr6LUCikt8FkpiaHuLBTANJgUZScHYx5a9b318vv5d7aYDSMkAptMPdwCeLQtVDUJj2qEDB9etT76uYf3a/9+9nOtq4bdd1ZZ0rpGo5GmwRDRKkqfYRzSomCRaCQlWW6VjNNC8drqeUY7L/KN77nJxrD/yDUwQI1CCUlRJdS6RJgMYwpOlkvGwx3cRnfGc33rcq9cBBLPG+A4EWmxZhD08VyfWtuEPM4WlFVh25M0LtlNchBnBWHPQ4iUrEyRucJ3p1zZeo6eP+Z0echifUptNIvTew2WYsDO9ArTwfYj4PsnRa0rDKJJSM+Uh8sq777f89s5f+8IITp5h8PZXWarI/am15gOdwj9HlIqPDfgaHGfUW9KPxyxThdc3X6afjjidHXEg5NbrNMlUigiz0OjMLrGVQ5xusZVDtujLXzXZ54sWKUrTpf7jTVM3bV3N0e79Fs8jwG/wTK17CapVKNfJRrQrebu4Yosvo+jxCMKzqZJOM7bPbxRFbJNxNt0ssXVVV2rzC4QLBhZ2PYUZ0mkbFrQtloGojENlcgGa9RUV6VohA7bcesMd9YmCbLRBtJN9amF85wdl+6MSc/wf2cJlaPcx1o+tAKLQgi8KGAaTUmrEkdKXKG6h9ZVjl18NNX1sipIcwu0nww2cZSwyU1dUJY566YidH3nWabDrTesUrbXvyhzDhsGX+BFFGXGIj5FSJ/j+QGL+fyJ2/idjncxPl/deEcmPmnmkVQlPd+uUgx2kHDOAWAt66lkIBPQhnl8yjo7sr33VOPqV1Ge7toj4rEqwo9vmYgGW7Ou+3zqYMLXvLiL0it0coKfHxI4VVNlEQidsTPZsKyr2iXyxnhuH61Lar2wZntGk5Zzap03g5HDeeNOg8U1xfmMOF9RVCnGiaCjzEtE4/nUDo5KulYDqKGRF43eD7QYncYssVN9fWthwZ8uQpcIzKMePw8tW1o6u129PeoF9qWEZfGV2OROXZhQ6tYLiUbltraUeyU9NIaqhv/4hWs8c+MmHkfoKiN3nubFFy5x8/IWgzB81Ki1mVT6XkBerTlYvARGkmYFcbYi8PqM+xNL3Z79NnVdc3X7WUb9sVUYdiLsStyBBsNjTGmZYVnM/skdaCbWWlfsTK5A7bOsU3Z2xpwmMXmZkeYxrvIQSA5n93hwehsQ5GWBEJLpYJNRf8ogHD1CLX9c2OqftUNpq5etRERRpbQ4m8C9iA9qf9ZGU1Y5VZUzjoYoOSLOE24dvEJZF1zeuomrXAbRkJuXXmQy2EZgqwHDyAKcJ/0NfC/g1v7LzFbHxNmaftgn14LIHzLpK4ZhhOv4aF2zzhN8FYAQlI2YKFhHct+LuvMWUuC7gW1/P8RW0w3w5XCec3RyyO/74H/G81x87zwwu3U5PxMCNBiquuxUvluGoa2qtoKFFzE0neaYaS1uzjSolLTaVmfVZnvfVXVFbTRCGzS6A+3rc8+WUk7zXdWN2rLEwaMzJjYGGnmJzjAZ2SVBdV1RyaJLHlsGpOt6VhhSKKSw5IPzmk7amI5QsBH+Eo6WzKqvJS8hXaxQvkM4CPG9iO3pFaqqIC0S6roizldoXRNn6wZv5TLqb4DRrLNVo8ZvNaFqXZOXGQJB4D0KZte6Zp3O0boi8EICL7TtL8cnLQuS5JS8SN70GXg3/vuMd2Ti8/lbM7wgJPAkx4u7SCl4am+Tm7sThJBUdU5Wral0TFYeWZVlo5HStdTZOseYBUJafMsTV3C0q9uLfy+qirKqKQs7+e9MBaNBnzjtUxYvcHy8oFp+kXvZVa5e2eTFqUFJn/FwAyU3G72KkiSfAxCnx8ziO51Kc+CegThbe4x1doyrAowJKMo1QhcNhsG23kBckJt3pNcNpI7jWSPEZmC2jCHnbDXsPqri/GRIpQ0p2m1c/Jzv1514ob22shFJe+sQzycBaYFOnM3qxjiPGKu2UgJKeVbUsFGs1VoT50UzqQRsTHd45tL7AYHnSkaRg+c+ni2UVRVuw+BaZ8eAxHM3qKo1k75HXqYcndxmNNxmPNqjqlJm6wNOlvdt4uMGbI52qHSKMZq8XGOEwKlLsmLNZDAmK3LSPGXUn9ILJhzfzfBDD+EaQr9HVVmD2fFgg7zM2T+5je84uG6Eq3IW8QnGGDaHezhvA7clmomwVeOudEleZraaFJ8yGWywNbrctRfa61PVJfundyjKlLpOWcQLAscn9ANyJyXJ19a6QHkMojHt/Qkw6lnvJYHVxkIYLm1dwXM9DmcPWKdr+r0p13efJk5XLJJTymoBApLcVr8c6aBNTRT08f2Aositlk13Ts2i5aF7qH39/izm9XsLNr1PEPgGz2mrOmfvb1uyrVdXOx5oY0AYhLbJX81ZG6bF87SMrrYqY6BLpKyNhuj+3m6/ZTq2FSFj6BZG7Xa1aRMtyzgT2CSmrs/kVs9aZ7KrsgphMI3auZBQ1TV5kXXVUCHsOCHPLbhaiYzzxqxSKDT2GDE5I/WLRN5vUzpbzMsdXr+1RTQaMtnu43gKtwGbe46Hk7ggBFkWt6Mb/d6UxfqYuq4IPI+D2R1WyYyiKqh1zcZwp/NAfPjZXGcrZusTqrrAUUtcN2A6uEI5v0/gBRTZo1iyr1i82+v6qsbbWj7/6I/+aFembP/d3d19w8/8g3/wD3jxxRcJw5Dnn3+en/3Zn73w95/4iZ/gW7/1W5lMJkwmE77jO76DT3ziE1/2ft8oHjw4oKoqTmYr7hzOuHu8YLaKoXng8ypmEd8myQ5tT9jpE7gDPCckcIfcEXtUOBcm2DbODR9Nwecx07Wx0voP5oa9nU08D5QUjPqSG5fGfOMH38/O09/C5b0p13dynrtWsLdRoHXZmXlK6dALNvDdIVJ59PwNAndI5E9wlVWkLauUOD/hNL5NXq7RWrB/esL94wLHZM3K0x5vrQ0gcaSHIy/ql0ghrYGnVB3rQzeCcghB1VRJzv/LQ79f+FsTD5M/hJCgz/A9dqXbWktcrGI9KbSuKaqcqi7OqkXn9qmNsdokmHOAz3PH0/wkmgqTkh5KuqRFSZxW3JuHbEynTPoe2+MeV7YmjHs+y3jepLjiwr6MMfiOvVeSYk5WrvGcCZ4TNADibSK/zzKecWf/ZbQu6EUTBv0NtJCssxUHs3u8fvAys/UJ62yNwQU8tKlRqsTzHHrhCM8NcZTH4b2YdZzS34a8jK3QoHIapWLBfHWC47hEYZ+iypmtDqnrEt+PcJzH25u8UdjKhbUBOJjd5WR5cEYpl5q0WBFnqwvfvTGGJFuxiE9ZpgmuG3G0OiEucnwv4Hi+z+sPXmK2Ouq8pazViLUkKOuCui4pqpw4O0XrlF4YWcp7OGTcG0O5wFeSSngcLg45nh+S5mvr86ULlFKM+hM2BjvsTq8Sho+2KB9JnI2mLA0PjmLc6vN8zY1bAKRFRZyVFFVNVWt0kwC1NHwhRKPvU3eGo7ohPSjldmapdsiwAN66bl3XZZcUKenSgmLquqQsM6qqeMg/y1arfC9ENUSFsiqoqhJdl7aNX+YdqcGgzz2zZ2QBWwwzGF11LWZtdGPM6kDzvYPBUS6u41+odrbVXdVUrtrX2tZ23SxCHHObSH6Ky5Nf4L3P/Ra+c8LBrSOKtOxaoXG6tMm1rrsKV1ttKivLys2KnKP5A1578BKHs3sURcoyPmWVLLpxua5rkmzFOl0ggEE4IvAiPMcn9HoUVUGarZvq2lcP3Nwx6L7Mf9+NtxZvu+Lz3ve+l49//OPd70o9eTL6h//wH/IX/sJf4Cd+4if4hm/4Bj7xiU/wp/7Un2IymfB93/d9APzSL/0Sf+yP/TG++Zu/mSAI+OhHP8p3fdd38dnPfpbLly9/Sft9swh7IQbJ/sExm5sb9Pp97h4tyfJXGfVDbu6NGIa7uI6Pq0IcFXStj9P1EbWMkaP3UJ7+Fp738OR5HmAoHsl7qtoK9xkjWNQ7fN1uRBRUXcm91hnKUWxP14z6Na5jcJTH5nDjgkO1FIpp/xp1o34ceiO0qZoWlaKoYmbrO8TFKbUucFWfsjAs4xXx7HWujJY4jsRRjSeX1o2GzeNYaS3oUjYOzLI5XtEBjt/eZGlwpcARsrtejhsShQXotLl+usMOyMdUhp4U9bnVblVXXVvO4jZMQ9Fvz7XFZJ0Nyq3p4sPnU9U1//Hly/Qm1/ma5y8RBSUH87sMozGh32NjtPPI587jLdJyzWz1RXxvTM+f4DshrrL0/c3hLv1wwqv3P8vhyV0812fU3yTwIqR0SZIT1umKOF0DmvFgmzRfY6jxPUlVaYSR7EwvUxeGw8WS0RVAWjB1WRadZtXx/AEIxWS0je96FJUF9bqO27UJvpSo6gJHWo2fe0evoRwPg+FkccJSrQm9kI3xNv1go2lFVEyHO2yOL+E7vsVbac0qWbI12kGIOfund1jEp+xMr6KaKkUYDAi8wFaE8gQNJPkSYSAvS3wnQOsKT0JdFSyyhOXyARiNETahlUqhpEM/HBL5g8eC2J8sqCeRynBlq08aT1gVu7jqDnnp4jsZGeA4Dp7nELitdpNsrCxUc29qjD7TzDJGNM7t9lm0Wj5nWB5pdFN9NF3y1x0PZ+2ytk3nKLfz72rVjC3GR3dJk9b2ubLVVNVVZlRTaWqB8lLIDkeklIsxFbphmgltE7PHaZSdPz6lXLQ5q55IKZFaUhmbqLXPiaNcxtFvMgp/i0+//L2Yatp9F0JKi+XJluxOr+I6PqWuiZMZRZnSanEpx1Zxr2w93SU1rmNbeFmZsohPuX/8WpeY98IRG6Mdi92SimW6RklJXmYXMI3vxv9Y8bYTH8dx3nK15Z/+03/Kn/7Tf5o/+kf/KAA3b97kV37lV/gbf+NvdInPP/tn/+zCZ37iJ36Cf/Wv/hX/4T/8B/74H//jX9J+3yy+8X2bnMQuR2HAa7duWY2ejSmfKwomkzGr5CZf9+x1Avds9WuMpqxSDvOSntI4KqCoanhSV6AFDJqHkx9DXpasMkW/1yfwHBzVVDaEwnN6je+WixNIK5BYZ0hhV1znmTQCS7sHuiqPwZCVa1bZAUkxbyoeAq0VtYZFHDDxEpTUOMoK+dW6bujXTRkeC3w8X71oByfVYAo6J3ljvqSVhmyuUfe7VKDXFy8hrSz+W5+MOx0RcSazqI1GV3njn2ZL8O3EcDHacvzjkj+b+CZpShQ4RL5HXuaskgWDcPxYuf7WwNIYQ8+L0L1LSOEQeYOOUWMxFIJRf0IU9InTJevEVo/2tq4jcgPRGN/xqKq8oWP3ma+OqeqSJNVWxK2Z4IqlTxAGTMc+SgocxwKk8zIjySzWpxcOCf2AssiZrY4BQ+T36QWDx17TorYikeoNkiJHeQglGn0rwbpxSn9wfJuiLG27QZxT6HYDpm7QfQdZmXJt5xlevf950rKw1SelGIVDFqtDqrqmqAoG0ZDpaIeD03vkRYLvhl1SlxUxSrlMhrv0whG11izTOyTZGikVoRfR743wnQApVVMReXtDoBQCzxHsTSPywdewf/ocL93bp6h8PHnA2Hud9+19mrKs8V17n9W6tkww9+z6VXVJWRVdq6mtZEthP9O213Uj8lkbcbEF1Syq2mRHNUDg9u9n96Dq7GoQojHyrM5JVzhNVYnmnjxjSxZlTqUrW7HpGKgurYErNEsGY5O1AtPIH1zEF56ND2cJkuO4SG3VoC1mzeLBHOVS1mNUbw+/bwdXYzRl86z1oiG+F7JKFmR1TRwfdnYn25MrXNt+BoMm8KKGTVeT5mvm8SknywOKIsVzAwIvoq5LBtGoszCpUYRuTOV7Daj7zID4Kx3vgpu/uvG2E59XXnmFS5cu4fs+H/7wh/mrf/WvcvPmzce+N89zguCiEWAYhnziE5+gLEtc99GVVpIklGXJdDr9kvd7fv95fnbzLhu33Z2Jz+ZUIrjKcDjg8OSU9XqNchw++9IrrNMMRzl86NnrOE1lKc5POVm9jtQhu16Ox4jsYQmZ83GubCzOOUtXdU1V1Xzudka46zHpb+M7M7JyiasCfLePFA6eE4ExLNIDiiqmqBLi/BRX+WTlCikdAneI7/S6QbOsc5bJPklxSpKfNochqUpFWa1wnR5ZUTMN1g2D7MyRvKo1RZla00OpcB6a5KQ48+O5AN4VF2XwL1wCnpCymGaQfei95+P8APxWH+gWA3G2V7se1sZQ6/JMnPEJCQ/CrnCta/zDxwPP7tZ8cQFxVrExCGgbm2VdEMjoXJJ8EdQuhECi6Psb51hiFy+I67jsTq/gKI/XH/w2ZVlaNfGgR+D10GirKtvkZBvjbXrhgKxIuHf4GkkW2ypIbNje2GM6nCKoWcQnzFYz8iKxLDEhWa9PWCwPSbIVlbb6UYNoROCGFGVOViZEfr+bVJOqImoo3U+K9p6QUuE4PnF6n43xHqP+hnXRTteUdUXQsBwfBoCHXoTvBGyN57x28AU2R1v0vU0CJdAIyqqkKAtU479lj9fHd1wqBHlZ0e9vNcmuIDUKzwmo69JWGIRg0BtbgPS57+VLDSEEgae4vtNnZ3IJDCTFhFfuX+G3jyQvbP0GRVnjux6uUtRakxW2sus5CiFs4mWMRtTWM89RXuOl17T0sRizvEybs3JxlMW72e/i7H1vfKwSR3m2Pdjo3rTLJ1vFfbSa2pIWKl127uwGg9QSx/GR0qWq8y7zacHt2mjcZgxpn6OWkWZZXqY7bikVsknulFIWayQEhbjKeOdMcTkvMlbpgqLKGMqJJVUoj2S9Txg4GBNQ14Ze0Cfwo+7eMsawSGbE6QJtNFmeoJSiH4061tn+yR16wYDRaIeySCmrBNkQPeSX0VV42/E70ap6N/N5y/G2Ep8Pf/jD/OzP/izPPfccBwcH/NiP/Rjf/M3fzGc/+1k2NjYeef93f/d384//8T/m+7//+/m6r/s6PvnJT/JTP/VTlGXJ8fExe3t7j3zmz//5P8/ly5f5ju/4ji95v238tb/21/jLf/kvP/K6lC69UPGh5/q898Ymq1Ry++CUWsO94ZCDgwN+7fMvc7RY8o3P32Q6CFllR/jugO3RJU5Wr5GbBKEcm8B53kOTeNv5tqs1TIv+EJS1JtMBv33o8o1XFMNeD9cpyKuYcXSFYbjTVHcgK1cgBEqMiLMVST5vBMJsCXzcu4zXv0FV5fa9GE7XtxpavgAjyTNBkqUUVUleSk5PT5kGJY7y7MCDwHQTgaStdZynp7YtIM/xeDvVlzeKR72GHoeFMl3l5jF/7Ng1osEq2cFXPLQJ061ObZvu0aTj/I92UriovdRei7j00Qbm64JrWxYvUNeWhbQ52mMU2cpPUWW4yn+IGSWekPTYvznKZW96DYSgKFNuH3yBL9z5HFJKJoMtetGQUmvSdMn2dI9Bb2TxQ27I1Z1n0LXBdT3up2uKokJXBVldEmdrFqsjyioH0bZPmnYeht2NPbbHVzEa5vEJD05uYzBc236mc7oePnx/P5TYnf+9rivW6Yo0i6mqmmF/C61rZstD9k/vEPkDjJQXKnntJRFCcGnjOgLBvePXKL2AsszphX2GQY9+f0xalKRlgYuhlg6lNtQNlivPrEGpMRp3dcwwjFBKNRR/QZKvCfwekd97y63Ts/Nr75Oz9m5epORVTpwumxZUzTAouDsb8sy0otb2Oa7qmnWak5eWRdZW+xwlCX2v8QZs2kwP3Z/WtsVp2k1WMuCtCEo+Luq6aiowVhH6PIv1wvnStISb89TnnpEWq2QVkRWGulOwNxiMrsm1Zbu6jo+grUY17DM4J4hoOlC81q1djyESv8mqfpFKXkcbzTpddG235foUIySuF5JnS7LMXrdhNLb6T+ZMV+h0ecjR4j7z9QlCCCK/Txj00Lomq20la9jfwAjJfHXCcnUIWFuLWte/QyPdf7tx48YNbt269cjrf+bP/Bn+wT/4B/zAD/wA/+Sf/JMLf/vwhz/Mr/zKr3S/53nOD//wD/Mv/sW/IE1Tfs/v+T38+I//OFeuXPmKH/+XE28r8fme7/me7uf3v//9fOQjH+Hpp5/mn/yTf8IP/dAPPfL+H/mRH2F/f59v+qZvwhjDzs4OP/ADP8BHP/rRx64eP/rRj/Iv/sW/4Jd+6ZcuVIre7n7b+At/4S9c+PtyueTq1atE3gghMxwF26NtAm/Ie65dIS8rfu2lkDiOuXfvPr0wZP90wclqziotePbypUa8DIws8TevUxy/2qg7nwP1IdAdw8K6v2OgrBVVrQkdw9N7fe49eMC94w1uXnKYRHa13wJ4yzonLRa40sNROavYDkiea/VslCob9hbMk/vE2TEI0MbiA5QIUCrA7fn0I82t/TucrGp65auEI4WrsMeG6Eq9lkJvkDQ08mZ1LrD6Gm+XSv6kgeNxk39VZhjvMpIVRi8tWLMBNtMyRziXVBpzjl5/Vuc535oEqLR1XLcD7xsPZS17BoPV2aE1FLV7n4QJR6lgENj24DKe4Toup8tD7h/d4rmr77eTv6kZRRP64fhc++HJ+7a0cNlcY0E/GhMGPdbJkjRPSPPXAdvW6IVDVklMFFmfrdV6RlkW9L0xnvIYbIY8eG1GlqcEA8GiPLB+Zg2lWSmHvEgxxjAd7DAd7DEd7HD74BVm62OMgSvbT9EPR93xnb9urbktnLmDn9eqKuuCvEzIy5TF+oiN6TWQLllpReZm6yPSPGZ3eg3PCdAG1LnEx3V8psNt5vEJi9hWqtZ5zMLvWW0jAXlZEOcxtBYKbTLSROCFCFOjTIWpSwQWE2d0C3R/e1OaNjVFkTWYHMjyhEpbn7ckjcnrnNqANBUIRcEmBh+tNWlRYAwcLnt86tU+VzYTtgYLIq/AUVbIsx+GneDlI/cGAtex1cValxhT81jFv7cQjuNS5bYt5Ln+E+9Jq5pcn+EUz13btmpq9YkUGKtJZtvIptPuMbUd/1zldXIR7cJKKgv4LusCOpCypbgbY1COYMP/FK8cjCllxslyn144tJ9XDqXWzE/ukJe5FR6UiunwElJI7p/cIvCiDtsTuCGR3yPwe6SZFZr1vABP+TaZUi7L1QGz1SllVeA6fpfITwZbX9J1/lLivwap61d/9Vcbo2Ybn/nMZ/jO7/xO/vAf/sPda7/39/5efvqnf7r73fMuYjv+7J/9s/z8z/88H/vYx9jY2ODP/bk/x/d+7/fyyU9+8svC4X6l48uis/d6Pd7//vfzyiuvPPbvYRjyUz/1U/wv/8v/wsHBAXt7e/yjf/SPGAwGbG5uXnjv3/pbf4u/+lf/Kh//+Mf5wAc+8GXttw3f9/H9Rx2jB8E2Ud++7kj7/9DzCD2P9z11hYPZgqOjY27dvUuta4Ig5Pmre/T9KVJIIn9KXq7Z3HsvsywjTx7geV7XcgKagUN3WjjGGIrKviaE4YWtJR9/qWaVCnr+NQZhhCNd8nLNInlAVq4o66Tp9VuBQc+dsIpnhCFIY4jzUxwZEGfHFHWKFAJXhZRVRa09omCC43gURYHv9lFCstFPwEir+to8KVIGnFF4zwYvW+5+ayJ2YJORrCgp6xrPcfAc57HWDY8LXZeslqcIoQgCidG2atWuOh8X7YRs+WhnOIHz9NkWtG3xNo9rrjXplKEBoFrshF2B2uSpqDRJVnJ3fonrV3bZnvgs1ifE2aLbZuiHzFZHrJI52mh2p1cIvBApgreYMDaJnBGMognPXn4/63zJ6fKQw9N7nU7KIBziSImpK1zlkKRLpJCEgU9WrPACGGwXiMzl5F5MUir8kUL5Nf3BCN8NWKxP8ByXvMq4f3yLZTxjlSxI8jWDcMSkv/VYbSbTgMNX6RyAUW+jcZQXXcLsuyGT/iYn8wNOFvtWBTca04smLOM5q2TB7vQqDeQEJS5WjIQQ9IIBz139IEfz+9w7+qLFJ6Wr7jvrPMGEsGwcv8cqWTRVBIGrPDzPb5hINkGr6hIp+w2z7dHzavf/uL/lRcI6XZCkccNmtGnesDfBd0MW8Yxa1/SDDYb9DW5emvDS/oL3bn6cOM0xWvNbt57iVH+YmxtP88pszvLBjBc2/ld2R6e4joPnvNkkIS4Y7X4pYaURQpRSF3A4D4fFBFnwsf29aTcb3SQoFmys2gqOaVrSDUanrq3b+3lxQ5sct5i7ujkfK7oppYLKNKbFmrxIWWbHnJyckLsrAj/A9yKMqQnCMYvVEY4QbIy2KUorkrl/ehtjNKerQ0a9KVkR4yqfRTwjCCKG/QmeF9qKam04Wd4nTuZUVUFRZQ2Jwrbxy2bRNAjHX9b1fjvxXyPx2dq6mNj99b/+13n66af5tm/7tu413/efiK1dLBb85E/+JP/0n/7TrkPzcz/3c1y9epWPf/zjfPd3f/fbO6CvYnxZiU+e53z+85/nW7/1W9/wfa7rdqWvj33sY3zv937vBYO7v/k3/yY/9mM/xi/8wi/w9V//9b9j+31SSKkshqaJttIBsDMZ8S3vf4b/8hnD6rWEz3zuJb7lwx/ihSu7OMpWAHwnQimPyeAy2x+8yZ1Xf4lk+YVmsj4bwJVwEUJRVZbe6jkKJQ15aagRjIYDIj8k8noo6VBUKUerL5LmMwCU8iz9utRgFL4b4g49smKFNilxdooUDpXOcFWA1mA0ZHlFVcb0gglJuWa5nhEEHlsTn0Wyga+PqbUF355vx7QqrrYdoprrUqPEm98mbdKzTrNmsijxXBffdXCU7LBSb76dGt0OrvZqvulnRDO4WgVh3VS+bBvM4pgep6h9rpVFk/RIa9gJZyw1baCqDb9+b49gdJNnLg8B294Y9Tfw3ZCTxQM8N6AXDlkmc0IvAiFIi6RR+r14nerGG6k2NY60lbZFfEpRZTjKJfR6lHVpRewaNp3n+NZkU0jrK5UuGfbGDMIh89Ux+6e3iLMVoR8hXQcj51ydjrh7OyM+luDWbPQitrb2CLyI5fqYk+UBnuOxSuadFozsTVilc9LcIfIfTRSq2jJx1tkSXddsju1KO68qQse2MwIv5PLWDe4fv05eJEyG20TjXU5O79LvjdieXO5A+fb6X1Q3l1IRuCGXN59ia7TH0eI+B7N71HVFViR4jrWOyMscJSXT4TZCSBbrE3pBj6LK2R5NqbRGY4HUaR6TFQl5keCcq2ZVdWXJBI7/SJvJNNIH8/UJRZFRVAVKOQzCEVFgRRGP5/v4ro/retzce5F+OG4qUN/F4fxlsizh1skVFvWH+NDzN7i6GbEzckBc57988mV2h/+JWmtqrTsw/Bvd6W8Wb6QMbatHb67RJITE90JkVXSEBgOUZW4ZYk11RjkWw1M3lVIDKCERjrTtZQOGmkoX1q5DqMYOp1lgNGzNdh9VnTdJtAZWAEhkU7nxGQ82OYkXGF0xneyxjOekeUyta3wvtOB2qazZqK44XR3hKJeN8TbGCAqjiVczlutjijLnYVCMIx1c5TaYKkjyi2SLr2TY6/flZT7tp1ssaxtPKgCcj6Io+Lmf+zl+6Id+6ML980u/9Etsb28zHo/5tm/7Nv7KX/krbG9vA/DJT36Ssiz5ru/6ru79ly5d4n3vex+//Mu//D9O4vPDP/zDfN/3fR/Xrl3j8PCQH/uxH2O5XPIn/sSfAGxr6d69e51Wz8svv8wnPvEJPvzhDzObzfg7f+fv8JnPfOZC3/CjH/0oP/IjP8I//+f/nBs3brC/vw9Av9+n3++/pf1+uWGTFPtl17pi1K+4eWXAnQceg35E0FRz0ryg0holQ0bRJQRQ6JRrz/1uyuJbeO0zP4euLZi6XZ0leUGS5ZYC6pw5ja+KgEu7O/QDH9dxqOqCRXpAXVvvoJ6/ieMEFGXF6XyfvFijjWBzvGON+YTGdyM8p0fgDimqCqNdsjxjFcf0GyfpNI8RKsR1BKvjfUpUA52x66+qLjGNdYQ2GqOtpodS8hFxv/OhtSYvK8r6TLG3rCpuzYf4gc9U3acoClKlCAOfQRReaEU9KSzCJkBhW3ZvHuZMwE2YhvYszinSPgpUBi5Ocs2IIZtEo9JVl3TVWrPOBQlXeP/uhMnAZxWnOI7HMJo0jBKPfjhAG43vBjx16YXGeFQ8cv1qXTFbH7FOFlZLx++jteF0fYSrXFxXs4hnnC6thlQ/HLI52bPWGFlCmsdsT68wWx5ysji0rJUiJvAjfC9kGc9xHQ/fC5hnx/S2BdOtkDL2OblbkM33mW5HDPtbGATz9Ul3NQwwX50Qp1ZzZ3tymeeuXqy+eo5HJl3idEXPH3YZpN94vClpQcVR0GfYn5LlCfP1CZ5v1aeNvshfOWunnFVeoH0mFaHf4/LmU0wHOxijWScLlHLxPXs/1dpaQkgky/i0qdQJHOlQavvdrNOTRu+lIE6XhH6/298yOcUYw6A3wWhLFw98uyhqhRiT1E6k48Emw/6UssyZr08pywKB4Mbe8wR+dKG1eX1ri0+c/FFO1nfxx1f4tmuX6IeQ5CtmqyO2x08zHQZoY8gLy+4Kfe9Cy6utkrzV1pw1J20Md78MhfOWni6lOicyajCqxSyVGGwrzIKxrTK1q7yOAt62H1vpgrrWmMYSqKXfS6FAWFVqi3mygoemNgROQq1KhATfCxgPN+gFQyqhyLMlcbqi1laActSf4nshRZHjuaEF7VcFg96YcX8DpM/B/JDFah8FFGV24XxtRavVVDoTkOz5j+o6/fcQV69evfD7X/pLf4kf/dEffcPP/Jt/82+Yz+f8wA/8QPfa93zP9/CH//Af5vr167z22mv8yI/8CL/7d/9uPvnJT+L7Pvv7+3iex2QyubCtnZ2dbh7/bzXeVuJz9+5d/tgf+2McHx+ztbXFN33TN/Erv/IrXL9+HYAHDx5w+/bt7v11XfO3//bf5qWXXsJ1Xb7927+dX/7lX+bGjRvde378x3+coij4Q3/oD13Y1/kv6832+zsZZZWSFUuubEzphQHxas2rd+5xd/+QqqpxHMWl7U2+5X3P4YcRrVR8ls6I10uEFAS+17CsarKiYJ3VZLmm71csyhBHKla5g1CG24enbI+HXNkcEblDjC4p6wwhoKoz0A5SNoN0PMf3A7J8QT+ybahFco+8XCHwqGuLB9jbuoHnWIl6zxsSFzPmy33yIkeXFdIRaG177Uo14MLmX9tzV51PzvlBVxtDVdv3pEVBUZZobastZQ0HyYAsfIHN7Q1WeUw2/wK98g5SlriOInqTVQdgGV+s3jIKw5aINULYFoStgOkuybJYH8mT8i3TtJisBcA5Gm5Tni/LmlvzPcIw4spmD9MAM/vhoNEHsRNvrTVpvmgo0q71eUI8kugpqYj8AfeOXiduvLkcx7OyAnVF5PcYDaZc2bqB1pokjzmdH3ZGnC0wOW2UjY2BXjigFwy6c5itjimqnFbkrXILBpMxexOXxUnKa19I2NwcEE0nDCLNsDdilSyI0yVlZdlkeZU3Qo9nUZuKRWIF4Wj2256fnUwEvusjhWIQTpoWxF3KZA5I0iKjrEom/Q08N+jAtRZMrykbYUI74Yhz18yhFwzsgiAYXmBltRW04/k+VmPHxZUax+3jyxyvSAm8kLihtDtNhSvJVrhugMDgOr5Vcha6wSUYkmzNIj4lydZoo9meXMZxPA5O7pIXtiIw6k+5svUUG8PdhoJ+lmz4nsc3vvheqvpFlBS4SvL6wUucLA7phQNC3+Ha1d/Lb92ueWb6CZRM8Vx9dk8291nbfnlr7C2rCaR1jRV3PvuMOffft+qzd15Z3UDHwrJFVdksdqzdiRSgpcJx3Mb4lSaR1B0er92vFWK0Cy1qYenyDdDZPouKso5wjIvwBKHfZ7GegRY4bo+dzWeIkyMiIYmC0H6n6zlpvmYy3KIfDkBItBBkRcadgy8QJzOMqS/Yjyip8L2IzdEOs9VRI/dgj3HUm7Ax+p2RT3kr8TvZ6rpz5w7D4bB7/c2qPQA/+ZM/yfd8z/dw6dKl7rVWhgbgfe97H1//9V/P9evX+Xf/7t/xB/7AH3iD43i7um5f/Xhbic/HPvaxN/z7z/zMz1z4/cUXX+RTn/rUG37m9ddf/7L3+3YjyWLCXmQfZmGrA1Vd4kpJpWsif5Oqrnnfs9f5dG0oi4KiKDidzTidLTi5cpmd6Zj3P3WFe8czdidjjAyotBX+UkpRaW31euKSX7s7YuvyCxwaQTTs8cLVTXb0DFcFOKpPnFkWwSo7Iq/W9PwpoW9dumtdklXHOKrHyWLJfDUDMsIwYJHcB0DgUNWaxeqUUX+TLFuzrGsGvU3iPGG13qeqcgw+nllRlCVVLfE8iScErnLOzAhpFvFCdDjQluWVFSVxmlGWJYV2uZ/fwOtt43qRVeZ+ZszWqMegV5CXY16+t8FnPqN4r/+aTZB4a2tX0aF2zuJs9fvIm5v/2EHeYnVqi2N4QrXn/FZbd2uriCswuhWL0xSVJitKDlcB164PcZRdVUeBTXpsEuI21QTLPlqnS16991mubj/N5mj3kTNunaa3p5c5ONUk2Zp1srCGnsphnS4a7ZeKZTwjztZgDL1wQJLFSCkbwTZrZjqMplaBucwoioysSM8mu8Ylu6qLbuL3Ag93oljEFYdHDsFmgu/6jMIBA9+q3woM+/MD0nxNVqT4rsWAFWVOViSUVc4ynrGOF0T+AIyxXnDpmkE0JvL7SGFZPVVVkGVrlBsQ+D2ybMX9k1u4rs+kv0VrhKmNJs3XHM7u88yV93b3XFWXXSsEHq0Y2opCzXx92mm31HXJbH1EkseMeiPKsiDNrdN8XmbN9S6Igj6e4zOIJiAEeZ4S+j3qumK2OmadrXCVw8Zwm9Fgymv3frsBiisubdxge3Kpsc+4CK5uw3ddfLc9j4qyLGz7RMAymSNknwfr56mzV/iGZ+IuQdC6pmpEBx3lYqR8S1g7e/83zuhWmgel3MafrXtYHnoCHv9MCi6SGURTARK6bnzEGouSukJKa2pq7XFMcxym20PbyrQCrC2Grm50exy0ORNrNA2RoDJWY6mODd404O7xFzg8vUcQ9PHdiMALScocIxSREdQIBv1tlBOhBWAEy/Uxq/UxCugFPdbpsmN+KqW4sfscG4MdomDAQXCX1x78NgZjFyLK/7IxVW8nficTn+FweCHxebO4desWH//4x/nX//pfv+H79vb2uH79eoet3d3dpSgKZrPZharP4eEh3/zN3/z2T+CrGO9Ir66D2T2MfyZkJxsGVinaB16hVM0Hb26zPRowW1lq5/F8xd3DI44Oj3jtwSFKKj5/6y4SOwBHxYg+D6hr27PP84JPPthguvMc0/GYyLc4nrKesTVJcaRhe3QV3x1jH11wlc/G4CnL5DBwsHiZstLEaYKUVohMa4csFZ3+Rl5oxr0N9ra2KYqCZbbCcUO0LnHqxtdGOrjSIRebHK8lV6Nb1HVOXWtKx7rC29aBZTFlRQ7k+K5lTWRlSVGWfOF0iteb4kW7vP/ZK9zc28ZzbKXBcxWr9D6r9IDp4DovXJ7w8mezBitRIfPC4pzU4xMSbTRCPQGDYNoh9EwfSQrnHPtMojVoY/FBZ1o8D+/p4hR1vh1VtSvVBuuEgV+9tY03vMLl7UGDU9LdAC6EFQjshyOW8Sl5kVnqLRAFfcb9DVzn0dWWQDCIRvSCPmVVskxOuXf4Gi3zJctTiipDG91pLdW1bcE4yloFTPrbKOVQlDn3Dl+31SAkVV3YlkxvysHpbbKGwQWtOWuBdCRbe2Nm9xS+2SJ0YJksiLMYIQST/pjN4SZFXTFbH7M12rUK0HVOXmQs4zlFlXO6OmLU32g0Wqx5qp3IrJmmwDLRHNe34oFexL10TlFmzFZHhF7PYjGWh9Z1PVkwX5+wiucMe1PSIub2wSu4js/2+DKe65EWMVVdMh3sdAmeo1y2Jru8/uAl0jwm9CPKWlMYxSpZkzWVq6quWCVzyjLvgPvjwSau45EXKUWZoY3V08mLBKNrlOszHW9zNHvQKFx7XN95lktbN3Ck29ii8FgweBtlXXI0v8/B/B6OlGhdsU4X9MOQzXGfQV1T17qxurA2DqYZk1SjMv1WqzRSKhysZo82NbqyLupPEmo8j3MT3WsN8vwx960VKJTWtLhRbdZaW5CxsmBl0VSGTKtW3SRJTpMc1XV1ZmqLpdm3BAP7/MHQ3+f91/4l+/FHQF211deqoFjnuM6aYTRGSgfPmeA6IZveiKxYk6RzsiIhzdak+RpHOgR+jzDokRUpruMT+T2Ucri8+VTnITeMJk0yh9XM8sILONT/keOnf/qn2d7e5vf9vt/3hu87OTnhzp07nQzNhz70IVzX5Rd/8Rf5I3/kjwC26/OZz3yGj370o1/x4/5y4h2Z+BR1ijQ5Q39AVtpSdj+YUlQJVV2hpEAIDy1rntod8eK1odWQiFP+429+nvl8zut37jJfxbx26xZ5loEQbAQx1zccXDJW9YTjao/tK9tc3p7ygZuXcZ0ZJ8vGHd1Ial2QF0sibwwoRr1LzQDhU5QJ2tSNR9gCSK03T12zNd7leL5Pki4BQS8ckpc5UTjEUz5VXRCGI06WR8wWB2gDPX9IrkL2zVWcnuKeuEQU/zoTnTSy+qJTb0Y4FNrFMbEdjHROXmmOsgnO+D28ePMaz1zeoh9YVelaF5aKT9sb36AfbFGWMYPxJZJihk4Tsrwg8D0GUYj7ENjZGIPyPRyxfOzKVjSA5Vo3DtZITCc4KLuBWlcFb+bp1bb22uSo1hotGmq0OE/fh0RPGUqJq2QzEF4cDFsfM69RIY6CPkkWs0oXxNmKUe+ikW3bGu37o67NFnoRg3BCWeWUZY7nhBhs+y3OVjiOJM1iPC9iuZ6Rl2mnTaK19a5qWV9CCAI/ZDrcYhAOma2PyYuU+eoEbTQ7G5ep65p5PENEESdHLkYa1sw6fEZRFYReROhZ4LauKybDLcq6pChzNkbbjPtTlHKYx8d4TsDp6gCBZHO0hwDiPGa2OqKocvY2riKMtT4YRlOyIuFodp+6LknzmFWyZG/jKnmRkeZr7h6/xlOuz2x1xOHsPlVdcrLYZ9SfNE7dNtmQwuq3FFXe2H9A26baGm6g/AmmWFDpmstbW6yTJXmZdpWUzfEuUTCwzt9NNUBIidYZQlrK9cZoF98NSLI1QtiEdWdypdtfVZXMVsco4aAch8jv4Z8zq63qivvHr3P/5HV6fsg46hNnCSeLffIi4WtuPsPnXr6G1nesuGmt7L2ubbtA1/XbUpfuBAmFICtiMKar2j1erbx5vt7i9m3lxm2S8YqiyruWsq0aY3V/hGyEDM8U4C22pxljOBMxhDN8Eo2thpSKQGY8s/F/cZLewuhnkTJE6xpXuXiepakvFvvMsMzNxfq4Gb8VUdAn8iOSLCbNViziE3SD++sFAy5t3sBzzoD7gRcS+j2yMseXVk/KVF9Fry4ehlp/adt4u6G15qd/+qf5E3/iT+Ccw5et12t+9Ed/lD/4B/8ge3t7vP766/zFv/gX2dzc5Pf//t8PwGg04k/+yT/Jn/tzf46NjQ2m0yk//MM/zPvf//4LOnz/LcY7MvGZDLcQ0lIufTei0jmGmtCzkv1VXVDXBZE3RnD24A6igG/7wPPUVcVvvfQyn/7sZwk8j+vXruL7nmUABQFG1Lxw+RLPXt4lSXOKumIQFhyv9nGcGtdxkdJhFO0R+KOm+isI3EHHpEryU2bJPVzpE/gB13auczQ/ptKGdbpmMthkd3qFSpcdiFdKSVmW5EXBKjtiGR+hjWB7vE2lfWYPYk5np7zwzBWicMhs8SHuxwcEQqH0EoGHdjbIzIgkS7ksfg3Hqbi7HJJ6z3D5yiWevbrHja1NlBTkVUycL0izxOqxKIUQOb7bJyuXDKMev/d/+l186qU9Do9eIyhuoWTCOsnwXQffs6Vk2bDgfLUCnfOkkrwVMWtv2Rb3cDEae1G0qZHCeUy9h0YAsvleG9qtFblr1KQbbRpjYHeYsKrqjvX3uJBCNIaZRdcWaof6ss5tlUUoq6VzjsnS/hP5AwIvIiusfIFl3ljsiudJiqqiKEsr01+kDfZn3QlKtqtnISTD3oTN0R6h32fc22Ay2LJJch5b5lkw4nRxQFEVCKdG+4rjB328qQtu1dz/Jat0wTpbIYV1/94YbVvtEwx5kbE52uH+yS3mqxPquqKsS25cep44XeAoj6ouANPQmyuiYIhG4HsBYRCR5QnLZE5V1fSjEYv1jF44RCmHo/l9u2pvGDujwZQkXbN/crfBMTncO3qNYW8CGO4dvdbJGNSNiaUQLoGBk3xFFPSp6pKsSG1L2/HoBQOUcjBGk2Qriiq394GuWcZzdN3q2GhbPWmusecGF25PV/lUdclrh7+N53jsbdxga7zX4L8McbZkGZ8iMGwPN/GUICusie64v0EviFDh7yKvPokscoyBUT9EiJKyspgnKWWTtDza/qUT+XwUS+Y0NP6u0tf4cD0ab9yEfhzIWgqJdLwG31Z1CXhtqg7kbs5hBM/XWVWjCt2+VlVlc/8KtBXNOldVhbH/Gl97acVR8r3cvZVTUeOMHIoyo6pzDMKSOISkFwxsIuxYyYmyLqi0FV81sqmQNl5d13eeZdTfaHzOPEbRBOKZrcaGQ+L1mWHyVyW+3MznS4iPf/zj3L59mx/8wR+88LpSit/6rd/iZ3/2Z5nP5+zt7fHt3/7t/Mt/+S8ZDM6sbf7u3/27OI7DH/kjf6QTMPyZn/mZ/6Y1fOAdmviUVYnnTKBJNuDsi2z9cmjo7ucHCiEEo17E1z37FFlZ4no+Vy/v8cK1bRy1IskrNoeX2J2McV1DWcVEgaKqa46Wr6FNRehN6AdbaGPw3YjQG5GX66balFPpglqXaF1R1RlVnSKEInQ3UdIhy9fEWcxxXTGMxmyONinLwpbr85ST5TEQEKcn6LrAkYqNwTavHRQcntwlTTPGA5f33Jiyin3SdMCgP+X1B4fkleY916/xqZePyOdf5NgMmLFBsHGTb332Js9d2UXriqyMWSVzwOC6PjWNgWJdE7g+WbEgyY/ZHNxk1Ovx7R/6Gg7nT/N/f/rXMNn/j6IsKauKtLCDeuC6BJ6LETsIbvO4aOo5zU/WguDhwbiV4beJjXn8eG5ay4Szdltri3F+e8ZYx/oHc4mKCorKPBG0p5Tb0YS10YR+j0E0JSkSsipntjyiKFN8L2qSEath5Tk+rWibVcYOyIqkMw2VUjIItzBGMIq2KWvbXjieH3A4u9cxkHpigBSiqfr18ZyAwA0QSLJiyZ2jV9F1xcbGFkWZsYhPG38ojdPPKUpBuQqItgxGWCkDJay/17A34erWM11LYGO8y+nigLKuKMqC2eoIa3kxJssTVvEMR3kN22zN8fyAWldsTK4xCAYk2ZrJYIPpxiXS0tohSClJshW9qI+Qe6yaVloLRO35A5brGf1wiOf6zFYn5KtjfDfkQXaL48WDpmLQzBxC4kdTpKlYJh6u43O6PCQv006s02JsJINwxGx1BEAUDPDdoHNTLysrkLdYnVKUtt1dlOerS2DQxKmlXqdFyp3DL+C5ARvDbYwxJPmaeXyCFALH9TG6RDf32J3DVwn9iPfeuMb/+en/Ny+M/xWXJg9oEDVYs9CqMd6VSNng2C5g0x6nRt5WNU3HyPLci87pbbSt4jeTrHhYcqCNVq1bmzO9HrBmwVQ5WjZVnwaL1/mGWWEgaCpIVij0THm9s9KprFnqKJgz8n+OSPwuvnj3EnG2svjMuiIIeiTZCt8LSYuEosxI87OkxRjrZ+coF8exOkPz9QlZkfCe6x9i2LMK5dd2n6UoMoS0lac3Wuz8jxLf9V3fdYFN2UYYhvzCL/zCm34+CAL+/t//+/z9v//3vxKH9xWLd2Tik+YpWRnjNVoi5yczyz5oRbYAIzpX5Tau7mzw3f0Pkn3wPUgp6AU182TNrhqyNdwBIK9WrLMj0mLRlIcDHGVdgn2337S3bCTFnEVyn7ouGruJi2FMTZIfWT8bXVKVtlfdC/pU2jAdXkaSc5IkpLWmLGZU1QqBIQoisjrnwcmsY8X5nkNeZFRVyeZkF88LeeFGj8OT2xzP74BwCDee5WuevsHGsI/nOoz7AbUuWCYz5mtLD9a6tgwf7CTuOi7LVU4/6qMcw9HyVSb9a/SDTXYnQ77+fV/H517fZr24jV+8jqNzHFLLllOKIs/wnTYFaXgozQBpJzb7s21FtiXzsxC0dgD2fY+O063as3goKXpM5UiA5wg+eK3kN+7n3D9asz0KcJ1ziZYxaF1RlFnnTTQZbpHmMWkRWxE1x0NJhygcMF8eEydLHpzexnU8xr0NgoaCbtBkhW3DVLWt4o2Hm0z6W/SDEa5yrZdWlRN4S3Y3ryKwlaYg6NEPBk1FKGmqXYqyKjia3yfJ1tjKyC0LJG5Udo2pERK8cU5+5KJTF0KNELAx2uV4cUBZFRzM73Zqu1mesIxntuXgWPFCYzRZHttkzAiqKkPrmiiwlaw4swrUnpSs06Xdr9nEcX2ioIfn+AzDAVpIAi+iH47IiwQhFGWVI4RkPNjAUR6L9QnDaMI6nXM0v9cZaxp91qrs9SY4pkAJC1SP0yVZnuA6LlWjBQSCLE8bhpZlo/XDocXFaCuiJ4TEVR55kdFSsEUDfG/Xs1Io9jau0Q9H3D58Bdd1mK+PGERDpFDMV8dgIAp6OAJO4hXHy5MOGHw03yfwJUVVUzfVHYG1V6m1FRLURncJhTY1ZWU9r9wmcX70Lrd4GHMuGXzc5Na+XjcsMPmYJMpwpjuFaZhd594nhbTu61XxCMC71vVZ0tZQxaVS57hlolFnt8mZFAqhVFPZFY15skI1mmK1rhlH/4VafjvzmUcQBST52t5TWCmC82bBLR2/PQ+LnVK4ShH6Fghf6bJb0LjKo1IJp6vbTAc3+WqWYP5rCBi+k+Mdmfj0wjFShrjOWS++bTGlxdJiO7JTaqPx3R6jcJdW0C8vYxzlM+33oJF5SIsFSroYNEkxtyJu7oDIm9hVkNGE/mbDFFpixevKbuK0zBZLVZa4je1EGxJhXAyS0O9T9RxCv8d4sEkY9FnGC/bnpyAqjmZ3qKsM3/VwpKSqG+aErMjyjCgM2JgO2Rr3UVJR1iv2T+4wnFznqHLYGV0mT47oRwXT8YSnLo3A5BgqkjwhLwoWsRVXjNMlaRYz6k/ZGl/C8zyyYkleVORFhpQhvhtYexCgrDO2xxHbX/MekvxpXj84YbFOOL73a0zqLxLnGX7kdlid8wN1bc4JQ9LieR7fDmvxSk+KNmGy4FHxRBsLgUApyW7vkL435mi2pKymFgTe0KgtBbsgyxO0rhn1p/R7E6R0SPM1SkqioN8kNzNrSokhTlb4g4BVOuNgdpfAixBC4vsBfmMUmhcpJ4tD0iymFwyZDrc7tlQU9BioMVJITleHCAS9YITvRJws97trUzSeQ71w0OBbMqQQhH5EWiRn1hOuJgghXQuCwCaYaR6jTc06tWDivEwZ9saskgVFVTBfnTAd7eJ5AVUj7NcLBpR1iRP2bJumKnCUy7A3wfUiHMcj8EJ64RAtLLaqqqx5bJwuyaucyO8T+T2rmO4FVLUVKhz1p12VTuuaMOiziud4rs90sEVWpsTpitAPGYc9dLGgworQZWWO67gEbsCiSdSFEE1yJVDKYdSbIJXDajVvvJoq+100gHdXeeiGMbVK50z6m13SMYjGRMGA+fqYqkrIi5jZ6pjN0S6eYzF3nlJkecJxg7WSQhJ6IbO15rVXXsWvP8OVjRMCL7CTfpOgK6k6+whttK2unKO5P/oMGKqqaJJnp9HceRjSf+79xgKqTW1QxjyEAzojEljvKtFpHammStMCnpVUFGXesdIu7M+YziiWhohg8W0GTMPkajVGLagQIVTXim5Zf1aeYUXgZcRxH+V59PwhSWGZj7WucZpjqXXNuL/BtZ1nEChqXXEwu09Z5WxP9tgc7toqq3tOSNMY0mJp8UmOT8GZncNXOv5rYXzeqfGOTHyGYYTAodYaR9ps32AaJo1V0/XdAUWdWZxPpxdSsEz3GYY7KNlvyrxWADAv11Q6I8lPEQguTd7HuHeZXrDJKj1ASZckS4izGWWVMAx3qHSJq0KKqpmEBCjpQ8NOkkTUtcBxBjiOS+hHjAfbVmBPCGqtWGT7JPFdKm2QaHp+SFmXdnLRFb4nWCanZHlGXtUEngBy0swOvlpr0mTJYRkhez5D6TAIVwx7a5bJXao6p64hyy2o0HGtlklRFVzbfprd6VVLW65zymrF9viy9bFKZhgD62zFILQMDCWcpqXj8IEbIV94cMCt/auobB8nFLjitCvl22gwODjNAHwmff9oNOvIJyRF7fY6XZIm0RWorgx/fltaQ17WlFWNqg6o6w3yUhP6Z2DMvEypqpzJYIOiLBj2Jtb12XFZxSXKj4gzS1OWymc46KGEBCNwHRetNa7jEQV9yqpgsZpR6UMkgsCPGPZGFpy5fADCAjCllPiu9Th3lcsgGqKNVbgNvIi9jetd0hh4ETf3XuB0fcRv3/oNWwVogODnV/aOdPCHIaenCY70CPyAdbrsjCPrumomXE1RZFQNXiTO1oTBkND3GYRj+tGoA/vmRWonItcl8Hs4bo/54oCiylmsZ92Ku6wtGF03TKa6suKRJ4sDRv0JvWCIkiVlVeO5PhujbU6Whww8K05n21ISlS4py5ytySUi5SB0xjJZk5e2PZjrmqIsztiBxiYTUkoGfp9eOKRolImVdHCVoR8NMUZzstjvgN9xuuLO4asUZcbGcLdrcSqp2Bzv8uq9z9AXivn6mNnqiHW6xJEOgyDiZL0gr0o2hjtsjfco65pPvnyIyn+D7/jgrxIFPqHvgYCqtCB+KRW61pRljmiAwi2zsWXPPWw/0WrhIGiYge5Dhrnnngghm2uiqRtA9VlFp612y05aAGMTEdXQz88rQbuOFTCsaCrmpsXPnVWdtLZVRikkRliPL200VoZLo5vn2zIrLchbm7phXBnQ8Pzl3+TB6deTlSGX9t7LOp9z5/AL1LqmqormuKVdIPY2rSQAMOhNEcYQeOG58784VoTemJ6/2YxVbxXy/W789xbvyMTHUS6ukmRVYXEWzT++G1lGBgLj2uTD2k4IWlsLpXyKKsZzIztpSoUSLr7bp8xSamMHrLJKCbxR51wsTDOdG0VRxZyubzdsDdFgTDQYSV27DbMrxHXHKOE01FuFROE2FgdZUXOcnJIl1lxPoBkNNri8dYWT+SEIu1IsqoS61FS1wVGKQVThOTWLZUKcruwgl80YOJLX1jA2gh3HJ3B94jQl9AY4rgPYHnmtLd13b+M6exvXOusBKRRaV3hOgBQK3wmI8yV5kRD5/ca64Wwgma0TfuOVW6xO7/Ls3opRT1xkY4kzU9IOcGzacvzD8dbF3s+6W5LHrpcbbE9WWtHJzx9dI9x4iq3plF7QKm9r8iImLzMEglWyJMnWnK6OLMCzrhlE1hcrzddUdUWSrfG9kCAcMxxu4zuuNWYFDmf3SLI1/WhoKd51SVUVJNpQ6ZKqKqkbhebQ6zeJZjtBB+eEDUWH1WhZNo7yGIRjNoaW1bQ53qOocvbz5Ox5cDwqnWAqRXbkU0YVtVMhVNldtH44YhUvkFJxafM6jnKZx6ckecJ0sMG4NyWvi0b4b4ZyPAInIvQCXNej5w/QVUlR9un5FkeziE8pyxyDJPBDbMJpQdyOdKnKkmU9RwBh0MdzfZSAvcklPDdEG5uIpPmSokgY9YYMwxFgKHPN8XpBLxw2SVyN7wZW8VmITtPFUS6D3oSizJmtDq0mU13gN0aXx4v9Bpxu75Za1yTZmtnqmF4w7BKKvMyYrY7JCvucrDOrgSSlYhQNqA3ERYqUFoA7Hmxx+2hBHJ/ye174BK7r4LuOTcJNK9tgweGeCDDY1phte+kG45MgperwV+33brV1ZFfR001b+nHsMCUVOB5FmdOqLFsxwUcZYGfb02hdnO2jkY9oZSAEdKbABhDNIgNNB3o9E1Q0CGHlP9r2F0JSN8mSBU+LBpNmmZWhe8DTO/8eYwSz4veyPfx9RO6A49U+p6t9HKnoBUNu7D7fJT0CCBv7lfNV/vO4PSFazOejCdFXOt5tdX114x2Z+MT5KaHy6Ac7FFUGxjSu62eeThaEd1FTRusKR0ZUOqWqC1wVNC0RD1dFzerJEPpjhJAUVYySHpE3odIajAUqWwBuaVe5RmJBuwbPCckLQZ4LBr0ejvSs87uQuMIBXZFXKbMk5mR2TFomFg+Ablb/fXzP5drOTbIyRWtYpvd49X6BrgTDwYDxQFJXmsCPSJvJb7E+RkaKSm5ySI/LUYjrKmqdIKVLlies02WnCTMZbuH7IWVVdgmNki7DaKfDQbiOz1BtkLvxIyX5WmtmyzXrk8/w4SuvE/kOgXuGGzhLeRr6N2fOzhcBzW0yaYe2Rys3j4tzW+iOy+6vrA1lVVOWNcvM4ZP3n+PGU8/yzOUx455lWrUJRVnl1u9HCLIsbnRNdAOstpWqOF1aAGaVN4KKEqFz8jJnGOySpkuOZvdtAiUEw96U3elV2/oC5utTjhcPGIzHTBtAtLXIcDp2W88fdqzAthUjher+D+A5AdvjK1zf6REFA+LMYl5OlodY+vcKDLhjjyp3yGYeQgzwhzkiSKmqipPFga2clBmOsmaXZVlQ5AmLZMGwN2adLNg/vo0XjMiKjCw9wHF8xsNtHOnj+xGuCtGmRHkhG9411umMB8e3WacLxv0JW9PrOI7L/dO7iHNMpMXJbRzlMupPCBwLWK7LDIWwSbpSPDi5T5LFeNLHc31u7D3PfG0tOKwAn2TUt6SGOF3ZBMMY0jy2OKAiBYytbCrF8Xy/szdQ0sFx3KadU5NkK06Xh/Qa/7R1umAZWwB20iS7/XBI4PpsDibM4gVZ0STK6Zx1OmMYelzfXOA7NRiL3zNV1VD1LVuqqsqmrSRxHA+jNWVlNXqMBmUMpci71lNVlZ0YYF3b9tTjEp4zsLJozk13CZ7WGuGcr/xAKw7a+hBqYxl0GgtIllJ3SYRp8HhSubZSZlo7CKuKrXVNVWcdbk+ItrUtGgNV+1xLVPNZQV1b02DLjHSbBK1m7Px74jjBFP8zTtZjb/I0GivH0MoKXKjlnlORbpOv8+/4r1XleTfx+erGOzLxKeuUgRpT1glJYaslkRlR14XFIbgDQHS96nYCcZRHpUu0kSySfQbhBr4zsG2eOrG9bKHwVR8pHdbZMaE/pqhjtLbCZcv1mkHfwXUiispQV1DVCUo6DKMNXAmhVzc6GWVjAeBQaEVa1cyWpyxWhxRFitEFgRug3KBjEgkj8P0+2ihOV6cczioeHFbMFgve98INtsYjQi/kdHHE5niHVTInK2JMfsqgN+GklmgZsFwfNwBfKy5mdWBqXMdjtjhkEA4tfqCzhJAE7vDCwGGxTj1azY5aa+brmAezBb/1hVtcHRziuZLAU+eqaiAF3cr3zPZBPJTTNCq3xg7uUqi2SP5QcvTkaCHUBkNdG7K8Yn+uOYi3UNEVrl67xHNXJgwju6qvdU2ax1aoMJlRVmXH4uoFAzw3IE5XVoU4iymqU84nZMPeBNGbApJVPGO2OrIgWmnBn0ez+1Y/Z9rDVR6T/iYICP0eodc/Z/CoutM7v3otq4KTxT4I2BjudJRqIWA63OlE9nrBkI3xHllVkGWNmq0A4Rc4XoHTy6hzlzIJMSub8DkTxXR7xOnqgOP5Pko6hEEPKQQniyOE0Sghcb0BGEWZnyV9i8U+q9UxjuNSVQXaGFzHI/R7FGVOL+iRZmuKqmCZLkE6RMEAhIPnhvgS0mxFXqS8/uAIJa1RaNgYhS7Wp7YC4/YQRrE5mHKSzAm8CEfOOyaXEJKj+T5eY3q5rq09R9JsmwbA7HsBSbruNGpANLRoqzS8t3Gdcd8C09tK26S/ydOXXuSLDz5PXVswsCMVW6NN5usZR4tDaDA0RZUTZyt8NyI172WR/l9MnZiykih1BuxtW426AQi3shWO42JMO3QbiqqAqsBRTqd03d4XTuNr1mLZ2oTnUfq7Qy2qpn0GZWUr19aKwybt7fbbykzL4WpxV63PlW782Gpdd7Oxvf6qqU6bLnGyT0bbfq6hNk37WYC0iY8SApSibphsspWEaCpjffVLBP5nWa2+l+X9AZevX2YyHj+y4KrqkqPFA4oi48r2083fnzxOPAkQ/pWItvr05W7j3Xhr8Y5MfAb+pi3DmgopDFK4VHVBqTOSdIExhsgfU9Z2MPQci+dxlIeqU/KyBjSOtG2erJiTFUuU9JAqxHH7ZGXMOjumrPMGKzTBGCjKirxUZFkFyGalLJqKk0texXjKs8qkQiKk4GAxoy4zTtfHrONTRFtVwJCXKYNobIHXRcYw3ATj8Mq9FZ9/bZ+j01PyvGQ6GXFtd4Tv+NS1xZYEvkLKEWWVkWQpW47mpIbTvGBSpEwGm+xNr1mQbF0TeBFh0GO2PGbcb3vnNtF4oiP0ucFnnWb8/C9/klt373FjmjDdSfEcp0t6LKZGo9RZMtRs5aGtmg4Y3uzkwnvsYGye8NlHo65ta6vWmgfrbY7L63z9cze4tBERuJKyLiiKjEV8Yr2bmgnJdTwGQZ9+OEIb6xDdD4ecLA9YJYsG1N5gwaoKozWBFyCUx2x2n1WyYNAboxqtG991mzZCjV3sGvqBxZlY4LbDWTPwIldfCIHn+GxNLpPmS+bJKaNoaqnhdc4wGlufKyyge2u0S12X3D3MMBQ40qWorEccSuNEOWqgGXhTFicF8akgXi6wWpsaYTSR30cIySKes4iXXNl6GlcqFqevAYZ+NLbt1gasXdVnGBuMbiQbqkbozooRal0Qx8dE4RAlFMpxcGSPfjQlzVbtt8/R4gFq5TTYGyssWFUlG/1r9IfbBL0pwlRsDUb0owHHi2PWyYIo6DEK+mg0WZlRNiKKbbiuRz8MSPOEVtVbCYXretZWpPENG/WmTbJtbGuyrljEp+Rl2iUPPc+jrnNm61kD1g7ZGl+mH1pBVCNdsrLi7smI6SC21V3qrmroOb6t4ukSjKbWNOBhW/mQTWJQG9sGKsq80fxxm3vmPCbufDX10WgrtXVVoZTTsdtsIiU7wHBb1ZFSNWrholM4bsUKa111i0UllX0+hWjawCWe6yPMWesQDBKL+bEU/hpXOUgBxtiatiMFqvEsRLRK2U1VWGuUOOTm7sfYD76Fw33N4mTG9advEkVWlsQYwyI+4dV7nyX0++xMr17A+thWckI/GFCU1qfudH30pmPHu/HfZ7wjEx8lPco6wZEungrwXevPo7E+NK4Kmv66T6unAfbhcVWIkGtEfbZaEMLFdUICd8rJ8pRBKDAoQm8bpVyU6tu3igqlXE5mC4SQTIZbjAdTxv0plbFePoHfI3RDKiMoy4wsX3M0u09RpFR1DaZqysCCXjQg9H3WSYKrfJJsjZpeJS1qvnj/gFdfv8Xm5gY7mz1uXhlxZWtMkixIi5RBrweiwHO9ht2kCKVm4CiO85IxDUASaxJ4Y+8FC8wVZ7L13mPsGM5HuwI530N3WfG7nnqFUVTjOpZ6njftpayAtICeX6C1S+g7KNmAnRvsjZS2gmJxCO4ZukecH9TfOuLH2mnYMr1BcpRMeeGZPa5u9vBci5NKsxUY0eg/BQz6ExQCzw3wvNBOYk1lpW5o3G1yFPq9xpJhyKi/gRAu1BV5meC7AYNozKXN65wsDztKdqti6zouUjeiik2brdYVeZU1+B6va2PUuuqE5I7nBxRNsjZbHZHmCZe3niLyW1NR0QBeHXrhAEd5bAy3uXXwMkWZN+00l72Na6RFAtEC15dU8wHZLMCflNRUHC/22Z5cYntyiaIq8YI+Ol/iOh7b00tIqaiqgv2Tu921aZ2wDRYrEnoRSb7GGGNbb8YgpaIftaJ9hkVyxGx1QhgNGfohUThiY5yidUWczAn9AaEfUWjDuLdBaTKQLtQ5RldEXo9JNMBzPXzXx0GzTjP2xjss0jXzeEZdV/SCHlenl1DCcCJmtuIAjYxEjdYG6UjSPOb+yS2kUBRlxjqdU+va0uSNbR35rkfoBZyuZ6RFaisq2uru7E6vkZcl//dvf5H9w2O+6QP3cZSygGsMQig8x+sAvaKUXSXHPlNtu6i0QoJNO9AuztyG/VV3oOTHy1nppupirU66tlbTdrLt1AZX1NDZWyFFKdv73W3YWi1ux9gkRCoEloaPdDC6piiz7hiKyrrRS6nwXKdhrQFN60sbTVnbFprBdAsbJUSTDBmq1rYGQW17Zeg6ZWf4cbYG/ydf2P9/slptoVyL5yrKjP3Tu2RFwqg3bQQSz6KqS/ZPv4jnOCRZxmx1in5UWeQrFu+yur668Y5MfP7/7L13uCRlmff/qVzVufv0yXMmDzAzwAiIzBAEXFCCgATTsiIgSWQNGFCRNazoYgQUAz8UBRURXAwLjsKK+oIEQZA8w+SZMyefzl256vfHU90zh8G0767X9a7c1+Ulc7qqurrC89zPfX9D051ClySymfmYWhY3aNBypzG0LJZRRJFFeT8IXSRkNEmsDMLII4hCZHS80KbtVVBkDduroispDC2DLNUFzkDVxUo+imk7LQzdJIzEIKHIGv09I5TzvRBDrVVFUU1s3xHA2TCkYTcFkyNoEYceXuBhqhp+rGKZKfLpArlMjjhW8Lzt6LpF22kSIzFerTNdqdK2HfI5g5VLVfoKeXRVpRkH9OTyBFGbnuxC2m6VUq7EZGUCx2mgaFlCFPLpMlEc4gUOppSaI9qWMjL/pbKqpigUi/1kfY8giPH9DmYA2r7J+uk+lPR8RuI/UIgbyBJYhnhE/TDC8yM0VcbQ5F2VpFjaswv2F1R5dt9SU2XUWGLzbJF8sZ/ekoWmdlR8Z5mujgsauZVF14TXj4QQLuy0jzqTkiKrXaNLXTPp2lKYGVzfIZ0uYdtNmm2hPdK2GwSBz2DPfBp2tYtv6iQosqzgBQ6eL6xBWk4Ly8xgqCaaagi9ILfNbGMSx2sTA5Yh8GbbJjbQVxhisGcBlpFK9H3k7vlmUnk836WU7UPXdBxvHi2nTstuUMz1YegWk9WdxERISoxRahPV+/HaLlrWFYBTWSKfKdJo16g1pkgbFiP9S9AVBTfw8CSFwfICpitjQvQyaWGqsoIki2qaSMQUTCNFy26goFJvVRKsk8CMaIpCFIZoRoZ2EOD5Ib3ZHnJWjtlmFQmVjGzheQ2mauNomoaETNZM4zsOs80qTbcurAp0i1QcU2lWCSIfUzexXZu+fA/F/IDAM8V0WzEdVpKqqDiezfbJjUn1IkDTjKTdK7SA/NDDMtKkdAMviphtVJEkmbSVI2vlGexZIBIDSZjgvmqvtVimWFDYXpQkHTJxHKFrotLREf3rgItVRSRRxAkLKkm2Oo7nokUvrjPSLlHBKKmyyYkLuueLe9hxRu8kP1EUEkrCVFRNsGPQ0exJpox4V6OroxckSXIimqgCQhRRIsZPEicp2T/utLmiTpssSsgLMTFJey8OcYMORklBkhQCKaYjo6XICkRCB0jrYIlIkjY5QDcrSJLE6PRWto2v7zJhiUXiJcQsdzG3hN9YQLPdoNGu4wcerdYuAsD/dLyE8fnbxt9n4uM06EkV6OTZYRRjaDnSRnG31oyYdNyEeaOpBo4vVv5hHBKEUGlOYmgWrhfSsptYhlgpjU1toSc/QNrKijJwFFBvzCArKoVcmX51CMvK4PkeXhjQ9FzSkoKCjKrAdHUntueIFSIhXhhC5BPHKpaRor/UTyHTIxSeY5Uojmm0ZrGMNJOzO6hU66RTOqVinmqlhesOY2h5grBNNp0DPNJ6EZLfZRqGAL0Gwig1LUHeLOGETarNGYpZsPTMnGuj/AUGfi9sfxmaxr6Ll/D4c8cROKOEYUBWmWHGG0A2B1n1shEGigU27VxAe/ZHyL4wZu20CIMwBHQUReoqN78Q0Pzn1FZfuI8kgSJLtJ2QnRWJbJ9BT04kuq7v0GjX0FSDbLpIysxgu00xn8h7Jled5EdO8C++79JoCwHLRqtKb3EQJGi0RYVAV3W80GNsdhuLB1eQMws4frvLrJEQ6sGzjQk8z6btNmi0m8zrW0JKz1BtTjNZ2Ynr26iKRtrKIskatm8zXRlloDjMgv5lqOoud+4u9kPWyJp5NEUnZQhBqvn9ywhCQUdvOw0mZ0dxPRtN1cmk8tSbVWSzQVzLCKFDPaLZrlM3q9SasyiqEFiMYovO0NIxpQySiUmWZMqlIcHqalZwPFtQ0kGAxRH6Q64vwONxHJMy02iqStOuEkU+uXSBensWL91DWs/RkzNQooAwDGm5TRRJomilaThtqnabtGFQypWRmgqztSmidAHHa4vvCFyK2T6ylks5P4jrNYVHnm6Ry5RwvTZtp5VYb/gJa8qno1LsB263uhEEHqZu0pNOY+oWk/VZoljghtpOQ7T0JDnxm5IZKZeoTpcoWhPYvoYfqhhqiKF5eKqPqqqJWjNoqoqmiCRDVTWkMCBInpEYkOREGycxi1U6+BhF7bbDOnT9jrN69x1NKOqdNpYiC3uVjtClYK7FXdHSXRUkseIIY6EkLarRcTe51hQdpBhDt4RCtyQlXmghStJGixIm2O4LqQ5+qFNJDaIApZPAKRqKRPeahKFE0NEY6lRF0ZG0FFV3gpn6WPKOK13JkDAS75QfCJuZXKqAqZssHlzJ1vF1zNan0TQDWXb/5FjyUvy/G3+XiY+s96OpKWLUrj1EjIIf+cSxAPMaahpVNnElH9tvJHtKVFrbkDCZqVWJ44ih3hJB6AAKqqoKyrKeQpZlGq1qF1yoaRa6ZiQTmkK93aDeqpIyc5TSBTRVAGhb7Rq+74ieekyiuisGjb6iWL0bmokiy/ihTcttJoq0No5n03Ia6KrDioVZTFVhw5ZRNm6v0VfMo6qNJAFySBkFVFmj0twOCNBhWs/gKZAKW8y22gyU5ol+PHMRJaqiddsyf9V1lyXm9RTpO2QNru8TxhHbJqZZYGgMFjPEsU3WypBLLebBp45Ed9YS2h5RLPPc9BAL8uNIkp94AQkJf1MTOIsoEutP1wsJgmA39okYUMX2Yh9VkVAFRAA/FPtWbZWJZp4FSywMLVHIjgJ68gNd12kxGVhoikrELnG33UOSJFRZIYjB9Rz8wBUVE0nCMHMEvkMuU6TlNAjDgHy6iB/6jM9uZ6hnPhmrkIjFyYngpZtgOgxAeHlNVUapNWcS3IVPPteL63vYvksQ1Kk1ZtBVAY4W6r4vnqSpik46AYoKcGWQtFA8qs1ZmnYNINEYEsJ7KHVkJUVYK1EYsegt5Ng+sYkwDCgXBmi6LmEsUUxlaDk16q1at32WMoVwpiIpZFNFZEmh6dRJm1lsp9UV3ROVSzEJF7I9ApgbBaStDKaeAmJyqRIpVcdUJaYSiwvfd4njkLyZQVVVStkyTuBiyAoNV7A3oyjA9WyadkMIfSoqURRQyvQgSQpj09upJslqnJAbLCNFX2keod9O8Dw+lWYFP1TJWBl0WWW6OYulW5QzBVK6hh9GOJ4QjFQUNbHDsKi2ZrCdJmkzRyGlscF9DU+tOwxDVchnU5iaidNez6LCYxTM7aiyi6EbBKGMrmmkDKN7DTVVn5NUdoT+ZGQ0VUdNxhTHTZLpDk0+olse6FSDOma/XWFCSZgWh4nXlxj9dr1PcfJ9Eh2V+w6YWt11nGQbVVZB6Sg1RyALvBpJFUuR1S41flflKEruTdi1C5EkWUASJMH+UhKtH1mS8EMhvTBrryQyjieQQ2r1MbzAI51KE0cSnu8lEhQy2yc2oms7UBSVScVk0eA+WHo6EZAUSuDRf2GM+6/GSxWfv238XSY+Q5kiaSsr2DdeAzdooMgp2q4vKOhSjJJSkWUNQzEgDrH9FlEY0Gz7VBsT2K5NMdsLkkwm00dWUtAkIYjmR20ma+MEvkc+14esGqiSUD1tui3ajsNMbQzLsGgGNlGQ6Q4obaeB6zsEkURMiCrL9OR7hcVBrkQuVehOVEgSWhDQk+tF1XowlDyaalBv1XD8BktG0lQbRWYqTUanagz3umhKFk0xMbUcQegl1FyHttOkL1Vkad4idAPsdpVtExsoZHooFwbnXD9ZkkF5gWHiC/A8fyxkWcbUZeHNFcdkF2ookkpMRMsVVOGsZfKyvfbn4SfqKPazNBydlrqMCWV/bPdxCtEMCg6qqqDIEmEU4/tiJTrdNAjIk1Lb+JGFG2oYakBabaFJAniqaSqqoiRlb4GL2V4dorfcy0h/lg7F1dSsOViAOIaUKaojgt0yd6TpXIMwErYInu+I5MLKYuhpJHxct03LFaKGmqp3fZ5q0SxpM0NvYQglcUnutKYyqQK6qmNoOn7gUy70Y3s2MSpSHDM5O0rbbhJHAVEcYhlpRvqWkEuXCLpsJC2R79+FtxL3StgF1FrTTFR20nabeL6N689d7XbaHaghaqFB0Aio7tDJZ4TqcSnbi6HpjFdGIQ6ZrE8Thj4pIyOYblGIlVRZm3YDVdWZqU2K5zrTI4yDJZVKfRJveqtoFSYTe82ukTJSFK08ju9Tb1YoZcpoiozrt4lCl3pzhnK+H99tiepHLGP7LeIYKk6byeq4mEjjiFpbHC9lpLGMDH4QYippqq0Zqu2qAIlnixiaQd2J0GQFNfZEIqEIra260iKOfWRkLMNkQO0na1ooCO2lmt3G8d2kMikm+OnaGFO1McIoIGvl0VSLpfPK7KcvQtc08hmTlG4yXpnPdP0QHtnxPG5rE/35CvsN/0HcL0PvJgESsaj6JK2wWJK6Jq6SLBOGfmIbsYut1XmQO/e/88zqmpFg+mKCMCQKw24C07GL6FQhO8+lqihJFVhLKqnyrqQpAX7PtcEQFXZFEoBnI6nCdCwtdkPud0HZcdLC67rdBwETrQEiqYc+62mIQhRVQY5CwlBn/eYDKAy7yLIgcOiagWVozNRmcT0hP9GBHgShj+e72LRpOVXcoI0f2l2VixcKQ/5PxksYn79t/F0mPoqsoifMBwkLU0sTI+H4DTTFwPXqzDS3I0lg6XlkScMPbFzPJ4oUFMWkVOihrzhI2/USgTAXx/eIIqH307SrpIw0chyyfWKLWGnEEUHoCgdhr4Hvt4CYZrsmBOkUFUMzsYxsstJxSJsZFg2sFBRbr4IfukI/SJJQZZ2sVSRjFnD8On5gI0k+uUwexYmJmMayNMIgYqbWZLhPR1UExdzzW7S9mgB6B22iSPgtlSIPjxBFVmg6DaZr45SyfYSSB4q+B0W0a0zYLZ3/ZY9Up59ve1WIZUw9m/wuMdiU81nWHPBKNo3tDdUGw2noLaSZaRzJxEybsPog83PjtB1wfJ3ZtkHbU6nIqxgoF3DjOFlty8iGwozt0XZcTPdJLGeSjO5RcdJMuYsZyexgohJTHk4JPaGEtSIkDndnTu3+DCl7/p5Ezdl2W/ihLxhCqQJB6JFKlWg7LaYrO7HdtkhorBx9pWHaThNdNbDdNn7gYmgpUa1KSvMpPY0sKeiahe22qCeYsLGpDV337bSZoSc/wvjsDub3L6WQ6cH1RQVQ0zQM1UosL+aedxiFzDYm2Tq+Pkmy8qTNDAJYGjE6uXnupAkgx6g5G2eqSmVSozSQEwarfkvoC8UhjtMAWaUROKiqRlrLUG3OYGgmpXwfjVY1maQVZutTCVA/RTaVJiz24gUh1foso9NbEg+tiCBwkBWTlJFmoroDP/bJGBYz9enkXbVQJWj7Pm7YYnx2Ox2dmjAUUgydSo5lWPQW+hO7hpCW5xBFMFgaxA8DIlmj4TqYuklKVZEBw8jQdBo4nURCAi/0UJQchqLg+y7tKBQttpaolllGGtNIdQX4TN1MdHgiHK+BpqkUswVMzaDSnEKhxFCpwEAxz4K+IpXGYp7YuB1JeiJJQBKdny6oPSSOIiRF6s6eApsk6rR+4HerOruroitJZUbqetvtEgnssAijOCIKBX4pTmw2NFUjRktA1TIdgoB4BwR2R5EVYumF03BiUcEu9XTxTonE+8VMUKMkQesAtn3fY2x6KTuD1UQEtL0iC9L3EgUxUiSzY2oxXuzScioYuk4h0yeqtKFLFE1D0sYLQp/YFW1AXdNImxa19jhRFDI+PUUYRWiqyp9Zw70U/w/H32XiIzRPHGIidCW129+FGqquFYgIiCKHhj2FLGm0HQffFyC9UmGYOIam3aJSG6Vl17vUzkyqQByFSERU6uPEoU8U+sShkwikQdW3O18oKkRJG6CvOA9Ns/BcYXAZxyG5TIm0mQMpJmOW59QzJUlCRqHtV2g6UzTsSaLYp5CahyQHhJFD2oSZWR/f9wCdljMtVnJygOM3UBULPVG0NYwM41UhrGZ7bZrtOoVsiZZbx29XyaUGXoCDEkOWF9iCevwiQmkvvO6d84YY26vSdqsosoEbCPxE1hICZRKQTxnsM7+ANFJmojqGriqMlDP05S2e2rAvmxtZCtoUo60hzPwi5i/Is0RX6M2bc743CF1c30dV+pmpl2jaATvbDumURq8E22eH0fMOw305NLXDWJlLkX9h7H4NOsJ+jtui7bZwPRvLSOP6NikrJzzhZDHRGJqFnbQemnadUtDHcHkRtidwJJ2v7FwrTTHQEnPbTntxujZOHMV4yXMkIdNXHGKovDDxjUqjqQZTM5txnDa9pWFSRnaPZA2g7TbYOr6OXKrISN8SDD3VBa62nAZTlTEcz949/QMpgkhCQUFVwPU9pirjGKZJKVui7bWwXYW25xH4bTRVrNo7ukJ+IJLCGJitTxITM1RegKaoOP40quaSMnOYuknbbneVl2txTC7bR5AoREdRiJcuEsei1TFZnUBVdTzfE0lOwjxs2Q0URRhW+niEsTCE9bwahpoSgovBNE4sESlZZjwHI4oI21UsXUcvDGJICpXmNOOVCWLA8exE8E/qVlAcz8UNHDqaLLszrFJGloyVI5suEEUBs/VpZutTuJ5DGPqoss5sY5Kh8gIsM4Oppgginx2TzyLLKVpumozZ7urgyHLQrayEUmK+m9DvRcurowMkEoqO+nsnVFXb1b+Ok7EvSX46voFRLGjzAh8jdRlkHauPjv4OxAkbjAQDFaOyO+bthYuEqPv+iG3Y7Z0TY0qQtK6kWCYIAsIQJir7M+3vh2pCpdGk3s7geK+l16hQa/fQUPtRc5O4vkM2VSBIEjkvEMfKpQuYukHLbpFNF3CcNpZp0vYa1FsNJFmAzHPpPJKk0Gg0+FvFS62uv238VYnPxz72MT7+8Y/P+Vt/fz/j4+N/dJ/rrruOL3/5y2zZsoX58+dz+eWXc9ZZZ83Z5oc//CFXXHEFGzduZMmSJVx55ZWceuqpc7b5yle+wmc/+1nGxsZYuXIlV199NUccccRfc/pzou1VBB4gNYQQKHNptKtM16cEoNLK4Hs2rm+TzxZxPI8wDNGNHBMzWwl8B1mWuw7JHUG24d4FNNt1bLeFZViYuonXdLoDoapqaIpG222RMXOkzAyGkSWTLlFI5Wi1a3hekyDpbbcT7RLbq2NqWRRFn0Ov9wKbSnMHXigArkEEjt8QlNvJgNmql3hCmWSsXhRUQclHIqUXcf0mEBLHES2nzYzST1oV+AFZlmm0a8w2JrAMjdn6NHop06Wxx4lScBxHKIq5xwD34hEnL6iEoWaQUxp1ewLHbSFJBobWIoo8LD2bTCZ1FEkXVPpk1agqEiuXLMD15zFVbbMQiYFSioy1y48ojoUSbRiFeIFLEPhoqZDevEJvXieK012AdjalMz7bYqBodenzf0zvZM4vSSa4ltPA8Vo4rt3Fmni+26X9K6qJ7zZQ5Djx5RKgXT/0CEJPGHeaosXWKeuLVpjRPY+212SyNiYSVCnDTHUnAPlMD2EY4PouqqzTX5yXJFU1Gq0KHZJ/EHqAlngv7fptKSPDyoUvR9fMbuIqDFwFKLWvOMTO6a2JvYNKLl0kDANmpxsokkW6mEGS26iKhkKIJkukDYtKQ8I0TIxUBsdtYxppYa0gSbh+G88XmjgdEK2ww5BJp7IEoYMbVDGMHIYmcEqqojJdG8fzXSwrT68kAOON9i4cUhTH1JqzgojgtdFVkTBGUSTeM90iiHwyZhpD1SESFhmeWyVnpiFyaQcOVuxgyjINCWRJFffCzJNWNNTaNG7gJ60eUTXuGJ/OiQgkGWy3jePZonWnG9TbVVzP7vq0yZJMy26iqhqKrDI+uwNFVrCMNLbTEtR+02fT9BL2G34CP4jRNakrJKgoSuJXloCckYgTdXihPtHBcInKjZyIZYoENu6qjXcEE+PE52t3887O8xhEAYRS0v6VEmyd2F9JsGJIEjIiSSJhbHae4ZjEl0uS6ajweK6L73ewOqAbxq6ELgjZPrkKM/syzOxS8ikFxZ9hYnZUJGSKSis0UOJhCuUsFiqWpWM7TVRFY7Y2AUAx10vKzJJP58inclA0CMOQMXc7mppGDSKcqIqpGuhWioyZxY8Ccqninx0D/rvipcTnbxt/dcVn5cqV3HPPPd1/d7xXXiy++tWv8qEPfYj/7//7/zj44IN5+OGHOf/88ykWi5x00kkAPPDAA7zxjW/kX//1Xzn11FO54447eMMb3sB9993HIYccAsCtt97Ku9/9br7yla9w2GGH8fWvf53jjz+eZ555hvnz5/+1PwE/9JDVEDlhRMRxiO27NBybCBJxwxgnDHCCGM0NMY0cumbhuC18X7SGLCNPMdeLKivEhBiGjqGpRLGBoWnEso2upChkS8zUpgGZtGUJfY96FV1LYRgpCpkyKT2NKsu4ShtJEgOfm1hKzDQmCcM2ntGmkBpOmCISXhgSxTH59AjCdDHA9mrUW3W2jIWs39yk1fZIpzP0lcposoHt16m0diQDjRCAs92QtJkllDVCWRITuNdGVTVsR2isOG6EIofJ6jBO9GRsHL+FrhoYf6IuHCSlfU3Vu4tMwR7R8QKbOIqwDAvHCwUuAr/b7oFIUJ01C9tvE4QuqiLwLqaukE/rL/qdYRTScupdoLOcqMaGYYCmqph6uotH6C8ahFFAJrXLcfovCcHqEZYGlp4RE7krKl+22xIGjhIgRcKLy0rjuG1aThMAUzdJp4TlwQtNJDvnIYQdbcZntlNtzNBXGqHRbgiKs6IzUJpHKdeXiNcJ8KgXetTbs9TbNaFvEzhEjvClMrW0EMvsglG17gQOEEQ+s/VJ6q1ZkUgHfndbP/BoOQ1SZhZZ0ghjQUcvpNKYqsZ0ZZSMmUZTLFQtTbM1TdWpA1Bvz5JLFclligz0jHRBuDO1CRqtKk27RtOpU8iUyaZNJNlJsCpKAraeppjrJW1maAU+rieSLV0zCUM/Se6C7ipflpUE9B9SLgxQLvQLU2JFFeroqka1Xcf3Z0RCl8oz3ajQclrid8pKojNkEYYe1cY4GTNPPltOgLsSXuBiu83EBT3oCiFmU4UuGyxr5jB1i77iMPXWLKP1LV1vtY73VgedoSo6KTMNMeiqjiu30WSDOA6Yqi8njv5Ax5w2kgVlvKPhAyDFQgMoSt4bWe48U+Lvu1O3O4BoSRKtP9Hm6iQzIUHgJ7gfWUzK8i5fq46WUIccqUi7lNelGGKpYwshd1vjMTFhEBIGIbphEMn9hHGGydYaYilDOjOA0rpCGOAqgrwwVj0cJfsaegb7BR7TbeI0fZH8qYbQUHIatNwmXhhQTBfIWVn6sgUkNU0sKfiBS8awKKSKOIGDrOiocQy6yWDPPBzfIWNmSVsZGq0qumZgmCkip4VuzK0c/0/GSxifv2381YmPqqoMDAz8RdvefPPNXHjhhbzxjW8EYPHixTz44INcddVV3cTn6quv5thjj+VDH/oQAB/60If49a9/zdVXX80tt9wCwBe+8AXe9ra3cd5553X3+fnPf85Xv/pVPv3pT/+1P4Fae5S8VkBRLDzfwY9jUnqGVDmD67W78uy1VoXJ6hgz1R0Egc9AeYGQh49hoDSPeX2LMbUUftjGDR3C0EZTTCxTQpV0kEIBvow9BkojgnYp+WiKTm9hGGSVQqooQIJJH70DmhViYTKu71BvVRIcQBpR9RAJjyprIFuYkkgSbLfJtlqF57a4jI43iKKYZYv6KBdL7DMyjKEJF/k4jjC0LJKkgR9j6iG15izN5iyGPEtmaBGofUzO7qSY70OSVByvxUj/EiRZwg1sWm6DenNGuIhbpe75RwkWgATQ6fkOdbuC57sMlRfuUXEw1DTl3CIkSWa2MUWtXUGRJaHXo1oosiX0PBSJdqOO53tk0/lEsyTe43iQtImSCpuhWV3ZfQmJQBHXf3dDVENTGenN7oFf2uOY7AJvx3FEGPrIspJUa8CMrK6Gz9jMNiwzjaFaSLIhWiN+Gy8QoOGUmSGXKlBI93aTns6E0mXfxDFh5DNTH8N2m5QLg8iKRhSJ6gaRWD2n9AwpI0sYBbTcOnEYEQQhKatIPp3D8V10YsKk/SGxS3wyjELqrRkadk2w0EKPmdpEAnwXla+Umemeo+e7NFpV+gcGacQGkqtSnjeE47Wwg4DRmVE0I03TqRGGwZzrV2vN0nIa1JqzFHNlipleevIDpIwMO6Y243i2YH8ZA3jhLGEk/PB0zaSkGaStnMAohQ7l/ABNu06MGJPiOCaf7elWpmRJopDNIssqcewSE9C0GyiISdMNQyZr03iBiyzJVNtN3MBLmGUi6el499VaNdpui6GCT1q38CMJRTFQVLVb2SvlesX9iiMyVo4wCqg2ZjB08UyoinCi95P7b+h610YDwPc9YuKuf55QS/dJmxlShoWZzuKHoIYRfhSjJizFTpuoM+sJC5dd1zzRVUciEbkMd2nqdBKnDnC584x3hAqFOno8x/B0TiTVne5CQRKihAJ3lhjcRqLqE0QW09X9iM3DGcgPIGsDRFFE71CMrIh3eMZ/J7KcRZXW4wcW+cGVOEGLHVObqLerSBJUG9NCw0gSC1hRdYWp2hS251LIlPA0i7QiMVRegOvWCQOHVCqN6im4vkcky5iaSdrKo6gKk7M7ieKYtJmlmO8ljmIM1USK/nbg5pfibxt/deLz/PPPMzQ0hGEYHHLIIXzqU59i8eLFL7qt67qY5tys2bIsHn74YXzfR9M0HnjgAd7znvfM2eY1r3kNV199NQCe5/Hoo4/ywQ9+cM42r371q/ntb3/7J8/VdV1cdxc7pV4Xq88wCjDUNIqsE8ZCrVlJXlo1Ye0AlHP9ZKw0k1WVHRM7qLeqgADd6bqOLMeJaFxA3upNLBQkAnsCTTVI6XlqjNNyKyCBpkpEsQKSjuO1yKXzaMouxoIfiBaFAIcK7yJdNTF1i2J2sJtcNJ0pgsCmkJnXtc0A2DbZ4A/rp9k+OkYmYzI8YLFwCOb1WqRNGUMTlgWO30SWNOLIxPdtAfCMhXt70UpjaiaaqpFJ5QnCgPGZLWTSwnOr4VSSKoQQ1ctnenYrZYPj1dFUEz90qTWrNOyGUC3OlggjH3m3CqEkSYnIo48f2KSMNKPTm0mZWdquSxCG2K6N7Qe0YxnJ6MELppmtj2NoKVRVJmuVkSSlmzQAhKG4jrKsCBG8hG0Sd3RNmMs+kyUJXf3zg9zcFpiUJAO7JV1SRNOuI0HXKDSKwVBUCpkChmYkvlAOiizRWxgkbeTmVJiCyMf2WjTbTdpugyB0ma1PoMoGVrqHttOilbRW8pkSWauAJEkEUUDTqeF4baYqY+SzvXh2i1qzgq5q1EIfVdUoZssosoam6N0JbaY+yY6pzYnVgEzKEEmZ47UTQK7AgQH4uk+tOYOuKaQzKqGv4kdRYl6q4Yc+jVYdJY4IEEnw7uDoIPSptyrYbotac5ZyfkBoqWSK0BAJ62x9GlmO0DUX3cpgGSl2Tm/D8Wx6CgOoqkkYRaSMrNDcMVLMhiEtu04p14csSzRaNZpOFV2LUJUU9foUtWYNTdEw1TIz9ZluEhrHMY7vikqwJBNGHRPLkFqr0lVIHq/PkjFTpI0MUazRcKp4gXByT1kFsXCJhLK6oiiU8r0Jnk6l1pyhUp/GNFKJoXCRYr5XSBXICtXGDH4imGoaKVzPpmXXSVsZctleJDVmvNbL/J5pkbwISA8d003iWFTfYzE+if8WzE9ZkgkSdlec6ApJCP0dKdp1b+RuS0y8E1EcEiUWE7IkIynyLoX7RFRwd9yQMGzuCBRGTFcHmW3NZ7AwwVTjSAbnH0Q6ndrt3Z/7zpV698EPXOptlUAKaNvTTMxuR1V0GnY1WeQoQJRgnXaBtQVbsEbTrqMqKr35AUxdp9FuEAIp1yVtZmh7HrqigOxiqjEK0J8rESIhKQaKLKOrJvXWJO12/c+OCf9t8d/Q6nqp5POXx1+V+BxyyCHcdNNN7LXXXkxMTPDJT36SQw89lKeffpqenp49tn/Na17DDTfcwOte9zoOPPBAHn30Ub75zW/i+z7T09MMDg4yPj5Of3//nP12xw1NT08ThuGf3OaPxac//ek9MEkA+dQAqmLghy6KrGGqqTlgu91DlXWiSBUrK0nBUCRy6YIoN0cR0/Vp4jjC8Vx6cv3IsoqpZfEjFz908ANhjaEpOppqoigGEhGGIpSdO+EFLlOVnV0tE4GzEPT2equCpmromsAU6UoqocgG+LGw1qg22/x+/Sae37SFvnKZRSM5Fg4oBGGLWnsUP2iSMnpw/Fqy+ovwgxaWpSFJlhBT9F2K+V4MzSSKI9pOg4mZUTy/TTaVJYgCAWqUZIjBMjNYmpWIgvliRRn7BF6I7TWYmN1BGEWUsr2kjdyLVlSiKMALbPzAIYzB0tPUGjMEYYCpm0w3akzFKSHMF0f0G0UUt0bDr9KT759zv0Srw8dx2zTaVbKpfDfpebF7+5dGFMf4YYSmyN1VcQerNPeQEhIyjttMJgsVN/TRItFi8xJ6sK4ZmLqFqiQYiN3OT5EFA6sR15ic3YHnu2RSeYq5PhzPxbZnabtNDM1iuLyIXALibLo1mk6DSm0CPxDaLqFbxcyWBZDXd2jVJmm268zrXYSlp9FlA0VWMRNV5yiKyKRzmHqatlMnSDyoWk4DVVYJ46jLipms7kSyi5iK8BKzjAz5bImxmVEUWcHUDFyvvScjDAEM9wOPRquGKmuU8r0oikKjVaXlNAgiD03VUBUDN6iRMgcp5spEUYjjtIiQaYUBvbleXN8W+DAZ4iBCliVcz0kYm2oCDDchblPM9mIowkZjV3JDt72jyhrZdF7YlLgJbkkWBp2e79K0G7ScBmmzzWB5AQOlEbZOPE/LrgvPte57K4MipBZ0RUNGIQwiBsoj6KqOquookoKlp5EkBTcMKOQUZFnqzn6uZpFKFfFDj3q7QaU+g91YwHBhHM+PUZUXPnvi+e9e44gumHxXOyxRcI52VWbDZNEDSeUoWSD4gYeuWShynGAYE98wgi6TEElCTXBaHZBy57Oqu5AtrcNJpdNQXMpw2UTXtT/5HoZRwGRtrIvRSZkZhsuLGJvd1m2tG7qVWLOEAgOXgP5fmFzX2lUqzcRGBKg1prEMC1VLocgqDbslLFvMFLpmQegRBCFBrCBpMREqima96Hn+T8RLGJ+/bfxVic/xxx/f/e/99tuPNWvWsGTJEr797W9z6aWX7rH9FVdcwfj4OKtXryaOY/r7+zn77LP5zGc+Myfbf7FWxQv/9pds88L40Ic+NOe86vU6IyMjmFpWOA5Lym6Uzhc/lh/4gj6sCPBh064Qhj6WkUVClIn90KU5WyUIPIrZfiyjgOTVaTrT2F4dkMiYg+hqCjUB1KqyRtttEKsRkiQGYyGjLmN7DRzPIQg9dD0tKLRei2KugKYqBKFCGLmkTaE6GsUBXtDEMMA0DBRFJpfO0lvIEccBjlfDDx1mm9uI4wBDz6PJFnHcxAtmMbQCump0hbs6GiFhGOD7Ln7g02rb5FIhEiG269Jo1ynn+0AS7aYwFgOT7Qqws+26SLJG1kolpox7tqSSG0sY+UKTSNYZKi8gk8oxOrWFZhtadoO8kREtl8AnJZfQ03lqjVmCIMDzva5JYsdUEuhSc3dRV/5rEcUx7SBEIkaJk8kjivADB9f3MA2LIAyEXosk02hX0FWDlJmh7TQpaCa1Zg1VVmi0ZilkezE0C0nSaDo22VSn9baLFqwpBvmUUIrWNIO+0hBtz2Vqdith4ppdzg9QyvUREdN0q7SdJtOVMaI4pK9nAbXmDMQx5UI/iqziB75Qefba2F67u7LvTHLEoCoKttOiadehU0lIosOyCRMgPzGEapN6VaFZd+kp5ciYOUyriRwHEMdoioYfuF0MUZg8W4Zm4niC2VZvV0iZaeF7lgBqDd1EU2UUFYHfkUXVQtM0YqDdqtH2PAxVI58pMFOrCyySpEKMSERSRRRFIQhiPN+h1qqgKSqhqtNwmjgJOUGwoITNgywLV3QrqRKmzCzZVIHJ2R0JK1K8t4aeQghMxnieQ9trUW/NkDJzyJJEykxTLAwgKzp+GKApErlsEdtrEQZBd9FUbUwLELNv0/JsTD0lnORlFVW1qNV2UmtOEwQiAW1HfbT9FJrmgPKnn+koCrumonECmtdUXSR8UpRUhkTy13kvZVlOnkVxXRR5rpyDLMnCHiLcJSIaE3Up9pIkdf3ivBA0U8V2m+yYWk8cS+TTOXKpPjKp/B6YNvEsRqSNDOWcaK8rScKWS5eotWaZmN1OGIdJwhjjBT6lbC9+4DM2uy15pjvu88x5fqM4wg8C0pZOvVUBauiaiSrHhIFD4NnU7SaKomEaKZp2E7vZ/EuHiZfi/7H4v6Kzp9Np9ttvP55//vkX/dyyLL75zW/y9a9/nYmJCQYHB7n++uvJZrOUy2UABgYG9qjcTE5Odis85XIZRVH+5DZ/LAzDwDD2NNL0QwffsVFkDUvve9EJuUNPdwMHSZJIWxn8OML1HDJWBlMXrCDxcpoYqknLaaEoFQzdwA8dvLCFJCnIko6h6qjybglWHHdXmyJRaAsTRxls10m0XhQc300YMxFxPcTU02I1qiqoqsRMs9JlV430B9juINt2jLN1PMNgT5lyLoUkqQShi+M3URWFKAbHnyGKQ1TFwvN9oSWjG1hmhigWoEvTsOgp9otBKgbXd6lXZ7GdFgM9Ixiajhs4+KHAJrWdRnIugkFSyPYQBF53kn2xkCUFS88Rx3ST0JSRQZYVJmdH0VWNbKpEb2GQqeoYY9NbKPYtRJEU6q0qjtcWiYcsY+lp0qkchm6g6wZIInGR+fNJ8u7xQtq9IYsqhZIcw418Wk4Tz3cIIg/XtfF8F103CAKfXLoohCZlVVCVFTFhFDIlHLeVyBrEVBoepq5RzAx2MTeiFTTLdHUMy0pRMjIEsWDX+Ql9XdcM+kvDaIqO47dxfUcYk/oehpllpjZOxsxQlyRcz6Unmydr6WStAg27guO3d1vlR5h6ily6SLNdJZYkLD1NGIa4yWq5007oAKEFWy5AkQMiKU292iKfNxNch0Q+XUzwJxF+KHSu0laGlJGm5TRptnfRhD3fZbIyxoLBvegrDrF17HlqzRq6qqEoFoYuFgW220pc3h3CKKCQ7QVFI46hlOvFdtpICe6lkO1BQsEPHAzdQlGEnYTjtmh0J3qJIBTCjp3KSBSFuJ5DFAn8lusLNqCiaGTTBVRZpa84TCnXhx94jFd2EMZB95lvtqvExDieTdtpJ1RwmYyVx3abQrhRUUVLpl2n0a4xUBqh3hYYOF0TzMhsukDbruO4bZBIWFRCQbpi95I1dxDFEprcoa8H3S5HJ5Hp6ECFUYgcdyjoikhW4kSpO4yQkuRCYJokoaYcR8RRQJgY5MbJOyHvlpwL8H1SLQsFfb7DvvNjn4atJ7TyFJIU0LZdgtBjdHqU/uIwiwaXz3knd52fylRtjGKmF93MIUkSpp6i3hbtUT/ySRlZBksjqIpOLl2i7TSZqo11jVw78hIvfOf9wGO6OtZNiByvTb01S4fTr6lGois1gabquL7/F48Z/7fxErj5bxv/V4mP67o8++yzf5ZWrmka8+bNA+D73/8+r33ta7ur9DVr1nD33XfPwfn84he/4NBDDwVA13UOOugg7r777jkU97vvvptTTjnlv3TedXsMLZbImr1dIbAXRhxHeKFPvV1B1yyC0CetpjFV4chcb1cxVAlV9QgCQe+UZRmkiHp7HEXRKaSHheBhgh/a/diCOeFSCzxMPUW1PYski4qB5wtsTxD6RL6DppmYeoYwcGnZTYLQI5vOkDIyGFqaIHTxAxu96KJKGaq1Jus2bmbxcAlDi5LBykQmRRzFqEqMLMVoShYv8Bif3UEYRvQWBxMwaOe+GRQy5WSyqrJzeiu6pjFQnE9Prh/Hb+AGPoEvKlSSLHAvlcZUd6WfSxVR5D1Xd7uHImt4oXAX1xUdWVLoyw9RyvTSkQFQEh2cWmsax3PJJArWIJKFttuk3q7geG00zcR2hGqvqhiJIF/n2v95hendsTwSCENNScHzbVRVE1pNyTVqtKqiMhb6OF4bw7ASQUqPTKqELse4EVTqk11cQyFbwtBMbLfFTHUaU891TWD9wKXl1HEDh8D1abdbGKkitl3vDszzB5aRsfIJq8xjtj4t6NGaRbU+SRA4hNly9zuaRp0UGSw9g6bq2F6ri3VSZJWB0giSJDE+s51spkjWynfNWVNGpmuv4QXC6ymXKgiwKWCYMlIU40UxrVCGWAgFaopOKVcWjKzGLIqsks2YSHKA49r4oY9lpAhCYSExPr2tm8Rm0wUct43rRhiaTqM9kbwXPrIkkbZy9BUHmahO4do1gXVKl+gISKaMLM12jVqrQkGWcTwHQ0+hhh5+6Cc4FDBkk2y6iKmlkslStAT9RPHYNEwURaWYKpIy01Qa0zTtOrKk4fhNDM0kZWYJw1AkeLtNqK5nCzo3UG9WuiaZURQiteVuomEn23YMUSVJwvXaxMSoCVtM13QGC0NEsYlvB8AYfhCjKjqaIuPHQIKnUhUt8dOKu3ge4lgsDpLviOMYVR9EUUyiYLto0MqifR2GQdeTqxsJcytELAC6STMSRALPE8URctJqC6OAem0eWlr4ALqOjyyDrIRIUsxkZZT+0kiXFABge20mKjuS+zZDPVNh6bz90VU9EXtsdynsjtdmdHorI31LAYm22wRi0qaoDDfsWlL1eUGXYDcAdydkSeneN0Hl77yHXld37W8RL7W6/rbxVyU+73vf+zjppJOYP38+k5OTfPKTn6Rer/PWt74VEK2l0dFRbrrpJgDWr1/Pww8/zCGHHEKlUuELX/gCTz31FN/+9re7x3zXu97FK1/5Sq666ipOOeUUfvzjH3PPPfdw3333dbe59NJLectb3sLLX/5y1qxZw/XXX8+2bdu46KKL/ks/2g9dCsYwA+V9gEQPJ7ERUFUdRdUwE6CfYaQAUfYGmK5Psm3sORrtKr5uoKghlmnh+i7FXB+FbB+WkRffE7h4nkMQ2jTsKbJWLzJqt02XMjLU7Qqz9Qqu18IPfBrtOoZmYRopwRjRNGQpJo7DBAOiJrRlCddvUsrOwzByqMnE2VtsoSomT6zfwD7zF5MxYaq6Gcd18IMAVVXxgxjTyBBGoo3n+h6mZgo6rZbCjVyIZSqNSSr1GerNikgAVI3h8kJG+vcmBvwoILAd+orzscwscRwxPrMVy2gy0reUvtJI1+cq8D3ieC4zZHe8jB80iWIJPWn7KJI6RxAxisUqztBMZusT1JqzCY5GwjRSlE1REYqJxaSD8AbrtBb/WGTTxURUsEWzXQXogshBVOgWD++3h0ZRGAY8t+URsQoNvES3BHRVuHV7voeqZUEKKBd6KGb7BIOqOcvo1BbhPG+mkQ0FVda6yZamGlSbMzTata4KbjpVpJgpYTsNgasydmHSOuyyMArJ50r4fpNSeT6LhlaKhDFhDEpywr+RZLKZcvf6dxLABWaOUrYfSRLJUM4qUM4PYukpZutTbBh9mjAKEo87UX3oyQ3QmhH4FZAwVZm+Qj9SDE27zkxtnJZdp6cwyFB5IYauojBNrdHGD31KuR6iCMZmtif0f4NXHvg6TD1FGIU8+fx9OF4LS1fpyfXSsgVmKJvKJ3pANjPNaQZ7FzGvbykAjeYslfoEvYUhWk6TqcoYqqLRk+sjIiIIdq3iNVUlJiTGwzBMls7fD0OzmK6O8/j6/0MYBuw1/wDSVo5qY5pntjyKIiuMTm8BJCzD6l5D0UZKEotoF0C4Q3WXE3E8odWUtH0jkThDnICqg67womVmMRQN27NJWxny2QEWDa1Eko6gbZ+OXb0F1Rgi8J8m8H6Poaromo6cJFPimBKi3klSFRJAczN7ClZJMGS99oO0pq7sihN2zq2DFuo8H0rC/uowt8LEqFXkPlHX+DRITFLluEDY0FCLFp4SEnuQslQkSaXZalNrzmIkgPkojpiY3c5kdWcXLD1Tn0QbX4dlpNBUQ2hxRQGWngZJou008QIXRVbIp0ssn38ASBLbJzcmI0qEIutzANBpM7EpclvJPTPIZ0romoHjtBMzX0lUcsO/XbXnpfjbx1+V+OzYsYM3v/nNTE9P09vby+rVq3nwwQdZsGABAGNjY2zbtq27fRiGfP7zn2fdunVomsbRRx/Nb3/7WxYuXNjd5tBDD+X73/8+H/nIR7jiiitYsmQJt956a1fDB+CNb3wjMzMzfOITn2BsbIx9992Xu+66q/u9f20UUsP0FhYzPT3NpZdeyre//e0k4dHZunUr3/3ud9m6dSuDg4O84Q1vYMWKFTz++OP84Ac/4FOf+hStVo2tY8/geBqFXAFVCRnuXUbK6GHt2rX87Gc/Q9d1Xv/617N69WoCX8f16rSdCpaRR5GFIF8YhciSRMut4IceqmKRz5QwjYwAQGsGjXbSt5ZCDFPGdnziGHwfyvnFaGqOm2/6Lr///e+RZZn99tuPf/zHf+TgFfuwdetWYq1IKTfERGUrM7UKvaUBiGXatoMke4RBQMrMkDazmLolpOZjqDZmmJrZiRcIk8RitgdDSzHUtwzXiWg0GgwODaHKGvlsmS9+8YuUSiXe+ta3Us73Y+hpdu4c53vf+x6vfOUrWb36ELxE56QTfuh2NX78yBMMpz9SiWk6TWYak0RRAoBuzdJKNGJ01SCbKpA2MzTtujC5jGOCIOi2MDoAz92Pn7ZylPPDrFu3jhUrVrB1bB215nSyf4iiqPQVRxgfn+C8887jrrvuolKp8LrXvY5f//rXaJqBH3hdZo2uGri+EKsc6VuGIolh1/d9Fg6t4Omnn2a/5Yfi+Q6T1VEBJk7lMTShqyNA1MLQM58pkUsX2Ta+gWa7QiHbiyoDkkatOUvWyietJx0JGdtrUdbm0ZMfYNHQvjz95HP88pe/fNFr+ZrXvIZ3vetd/PSnPyWfz3PqqafyhS98gXnzhgh8hyiOMDQLTTW6lSzHa6PIKqVcX5fqnE3nCdo2dtNHJkKXZQJEhWW2PkmtJfBOa/Y7jueff57+kXnEcUxv0cfxaqRMiyiSMHSTKIrIZ3sw9RQnnHACN9xwA/3lAbaNP8tMzSaf7kXXosQDzWO6No3rNpEkKGZ7+da3vkWlUuFd73oXbafO5rHnqLVmUWSBKVJVHYiAAEU2EpHEWreC0VcaoV6x+fGPv8/FF1/MxtGnGCovJA4Urr3mS7z3ve+lnB+i2pjalRwEAelUNnnWhHlpB6ekqQZNu0Ycxd32kSprZDN5ARIOfTzfwUylkvaaaEv5gZCzCKMAI9vH0uHlWEYWTTNZt249H/3oR7n11ltRlbexadMm9tnnFCa3XAhSTVRgpETnJxEsFJWbeE6lRkut5qc//SkPP/ww//qv/4orG0SxACV7SbVIVLCVbnuso40URVEijCiJClHiA9dxgZfjCGKJpYO/5rFnXo1bymNmS0SRiu142I5N2soREbJlfB0Nu0acCE8qskIuVSCXLjFd3cn47HbCKCBlZilkSoShz3RtjI6NRdrMiuqiqpNNFRIBRsG0DQIhNZFQ34CEARdFKLKKZaQxNJOMmcMy0/Tk+slaRaI40TSLAqq16n9pfvmvxEsVn79t/FWJz/e///0/+fm3vvWtOf9evnw5jz322J897hlnnMEZZ5zxJ7e5+OKLufjii//ssf6SSJsFNM3kU5/6MEceeaSoMKg63/nOd7j00kt5+9vfzgknnMDmzZs57bTTeOCBB1i1ahUXXnghzz33HCMLhpmcFf5btUaDBQPLMLUiJ5xwAu12m0suuYRWq8W5557Lsccey7XXXkshJ3rSncpBHMeogYET1MlaZXTVZ17fXmTTxaQyMM3z2x5n0fA+lAsjQvUWAVqcrU8wWxunkB3ijW98I/V6nfPOO48wDPnP//xPjj76aJYsWcIll1zC+eefz8knn0w+M8SyeXPl422nSaNdoZjrE6sq38H2mrTdSVy3xYrFL6enMIyumrTsGp5vk7EKfO+O7/HTn/6UW265hZ7CEECXPXfCCSdQLORQVZ2vfe1rXHPNNVx++eWsWbMGVTNQZC0xkYyQfJVKcwuSpNBbnIdlpLvnFoYBQeB2bRpUWaUn20emL4+iaqiqISoDYcDYzFbWb32MpSP7sbI4jGVkaNl1ZmpjTFd3Mty3hFJ+l/ZUEPo021XymTLVapVDDz2UarXKgsG9gb0T1e1d51Kr1Xjd616XnFfIU089BcBe8w9g/sDejM9sY8O2J9h/2aFk00Uct0m9JZIVy0h3qeCveMUrmJyc5OCVxzBdHUOWIJMqomumwMMEPl5gs3zhwUIoT1bZe8HLk/se4fk2ZnJevu8IM9HQRlEUPN/F971ESTvxOErMTn/0ox+haRonnngiICatN7zhDei6qBI+99xzuK6LHwiTWF030ZP2T6s6xtjMVkq5Pvaa/zJ6i8OAaOfYTpOtG57D9lxcP4vjtRjuXUrKyLL3goPwAxctwS6ddtppfPe732X//fdnsLyMOI5o2RXGZ59j4eASeguLKOb6AHjmmWfwfR/Tksmnh9hrZCHFBFczW5tg6/hz+L6DoRlkzAwgMzk5ydTUFLIs019eiGlm2Tq2joGycLz3fYeJ2a3IssZw72I01aDWmmZ0ciO6bqCrKTZs2M5VV13FxRdfTCFTRtdMZmZm+Jd/+Rfe+973cuA+R+F4LeqtChu2/YEFQ8sp5wcIIx/Xc8hlegTwG6GP1Hbq+IHfFZist2aZrY2Ry/SQS5e6VeRGu8qWnU8zU5tk5eJXdK8xCAxUHAUEkU+xWOzew/HxcY499li2b99O38Kv47ubiYJplNTLUCWNONhBZP8ar7kWLX8uirkGSd4lLbJ48a7nI1U6C0k/CFkbJo7a+PZjePXvIqlDGLk3oBp7dfeL/E34zTuInYcEVT/WdrXuI4uau5imkyF2axiZZ2m3ivSWCuiqie21kWQHTVHxY4l8RrRjx2a3oWs6aStHGAicTsrMkE0XqTVmaDsNYTiqmjie3W3hdRK5KI6ot2ZptGtdJe8ojkgZGVRFJYxCXM9OWmIkLfhCYlEBcRTTU+hPElqZzFAOgGqmwt8qXkp8/rbxd+nVZZgpbNvme9/7Hs8//zxxHNNut7nooou48847OfLII/G8FpqW4vzzz0fThKLvP/7jP/L1r3+dL37xiwz3LWG2McVsbYJitp/vfOc7bN26lSeffJIIoYdy0kknsWjRIs466yxe/vKXc8cdd7BkyRLWrl1LpVLhTW96E6tWraKijVLMDvPQQw9x++23k81mOeuss3jFvq8B4KabbmLNmjXcdttt3dbi8uUHEgQBP/zhD9m6dSvDw2KwfMMb3gDAY489xsaNG/nRj37Ehg0bOP7444njmC1bthBFEXfffTcf+MAHKJXKfOfm7/GHP/yB/fbbj7e+9a1oRYPBnkW0mjZf+fLX2L59O4cffjive93raLfb3HXXXTz33HN84QtfYNGiRV3s1cknn8z3vvc93vWudxGGIT/4wQ947WtfC4jJtlZrcsstt7B+/XoGBgY4++yzGRnYG1lW+PnPf065XOa+++5jdHSU0047jdWrV1NvjgsHbD2FpafQjTSe5/OD79/G7373O/r6+jjnnHN41cFn4Ps+3/rWt1i3bh37778/Z555JvMH9qZWq3HDDTd05Rh6e3u5+OKLkSSJ22+/Hcdx+MIXvgCItuqdP/0Zy5cv52c/+xm+73PxxRd3MWmdeOKJJ7j55psZGBjgwgsvZOEh+9But/n2jTdx0UUXESPsJL7whS9w6aWX8uMf/xjf97n22msxDIMLLriATCbD3XffzT333EO5XOacc86hXB4E4Nvf/jarV6/m9ttvp1AocNFFF/HD23/E7373OwzD4MQTT+Twww/nqc0PU29WMDQT120TRz7bJ55n1cv258ADD0BRVLZt20YqleK9731vt+L1YhpYKStHHMf84he/YO3atQwMDHDeeefxqoNfD8CDDz7I53/0JWzbZr/99uO8887D0LaRzkPLbrJ03n5UZmt8+cavMTo6ytDQEG9729t49tlnmZqa4qabbmJoaIiTTz6ZO++8k3/+53+mmBnGMotsWL+V327/XXdiB+gvLqOvEHPXXXdx9913M2/ePM477zxWLH4Fz2z5HbIsJ5WvxGojjrnpppv4wx/+wKte9SpOPPFEwjDky1/+MhdeeCHZdImMlWd85wyPP/44r3/96xNskUMcz600DvctRlE0phqz3b9JksTXv3oD73nPe1AVlXJhiK9+9aucffbZ9BSKfP3rX+dVr3oV3/nOd4iiiH/+53/Gtm0+f9XlWJbFO9/5TpaM7I8iq/z7v/87DzzwAIqicPzxx3PkkUfieG0mxqa4/T9vp6+vjx/96EcsW7aM888/H8NI02pMdu/f7bffTqPR4Atf+AK6rnPJJZfw+6cr/PSnn6JarbJq1Sr+6Z/+CSN1HLLSw9VXX81JJ53EjTfeyKpVq1i5cmX3WHb8Kr7/7e/z1FNPUSwWOfPMM1my5EsQe/z2gd8jyzNs2LCBxx57jKOPPpqTTnovrcl/xfcfJ05sLkSFyefJHUcRKzIwDDpIWp2ZipAPCKNIgKE1MzFybgjaeroXTZbQFZWpyk5abrNLV09bebxAWPcosoqppxLcT8zOma1MVXcSRgGVxjSeLxL3TtRas/Tk+xnqWchUbYydU5sAsfCZqU+QTRWwjDSKElNpjmJoaer2KKpskjXLeMEueYCX4n9X/GkAxP/S0DSD3/72tyxdupRsVqy61q5dy7x58zjyyCOxnTqN9hTN1jSyEmK7VaYqoxx99NHcddddADTsGtOVnUCMaaT54Q9/yNlnn01MxKPrfsMjz9xLb28vp5xyCj/84Q8B+MY3vsHpp59OT08PS5cu5bjjjuPZZ5+lmB3me9/7HhdccAEHH3wwAwMDHHXUUYyNjQHw+c9/nre+9a3MmzePcrnMUUcdRavVQlEUFixYwKc//WmefvrpxJRQRCaTwbIsyuUyIyMjpFIpHn30Uc4991zuuusuDj/8cFRV5cQTT+SRRx7hmGOO4f777+fcc88lZWYJ/IjVq1fTaDQ46qij+NrXvsZVV12FLMuUSiVSqRQjIyNddh7AWWed1cVv3XPPPRx00EEUi7v8btavX08URZx44okYhsFhhx1Guy3wON///vc57bTTUBSFVatWccYZZ/DAAw9gmQVcr9WtysmywoknnsjPf/5zXvOa1zA8PMzmzZsBOP3007n33ns54ogjuO222zj//PMBmJ2d5T3veQ9XXnklhxxyCI888kgXH9bb24ssy4yMjDAyMgLA17/+dd7whjdgWRb77bcflUqFK6+8svs7Wq0Wl19+OUcccQQbNmzgta99LXEc02w2+ehHPwqAqYvKzHvf+15AsBMlSWLevHmMjIygKAo33HAD7373uzn44INpNpu84hWvoJlQaD/72c/yT//0T/T397P33nvzla98hZtuuonjjjuO1atXs337dpGMRTFpK0dvaR7FbA8DPSNoqkqtMYnnNueAOYPQZ2J6KwAf+chHsO09wZuf/OQnueqqq7qV0MMPPxzbtnn++ed505vexEEHHcQJJ5zA9PQ0ANlsmnKPaEUYusUJJ5yALMu87nWvo1wuMzU1RaFQQNd1BgYGGBkZoVAocMstt/DLX/6SfHaIlJnniiuuYGZmZo/zufzyy7n22ms5+uij8TyPI444Al2xGOpZSCZbJmVmukDcm2++mY0bN3LYYYdx2WWXcdNNN6EoCvfccw933HEH5cIQ2XSJq666im3btgnyQEKP1lQBwPd9n/Xr1zM9XmNidLr7bIFIrN73vvcBdCuw//Iv/0KrJVq4H/vYx3jHO97BihUrmJ6e5uSTT+bd7343q1atYv369VxwwQVd3NrDDz/MK1/5Sg488EDe/va3c+edd2LqKdavX8/FF1/Md77zHQ477DBuvfVWPvnJTwIwOjraTdB7e4X20cjISHfR89BDD7H33ntz7LHHcuedd/Kud70LWRH6ah/4wAe4+OKLWb58OSMjIzzyyCNdZfzR0VFmZmY47rjj6O/vT8aeCSTZYu3atbzpTW9i+/btHHzwwVx88cX853/+J3ru1EQPKWAXbTwmbvq76PGSQhyHTFfHsd0WjdYsuqJSzJYwNI2Z2S2MTa7HVBRUzUJSdPp6F5JNqqCuZwu7lSgSla84opAtU8j10LTrovJdn6TanMHx7CTpEW0wXTVEOzFwqDWnsTSLbKpAb2EQVdEEE7I2zqadz7J9YhPbJ7eweexZqo0G9VadanOS2caf1on774z4v+l/L8VfFn+XFR9FUVi3bh2LFi0CII5Dtm7d2p344ihElU0832W2PkXbqWPoGRYtWsTzzz9PGAohtbbToL8k2Grbtm1jZGSEttOg0aoixcJkdP78+XNwT295y1t429veBsD27dv56le/yrXXXstHP/pRbr/9dlatWgXApk2b+M53vsP73/9+QEygp59+OiC8y5588klWr17Nf/zHf/CRj3yENWvWYBgGb33rW7nyyitZtmwZQ0NDHH744Zx44vFdscTBwUGuu+46JEniV7/6Fc1mky9/+ctIksTxxx/P0NAQlUqFW265hUMPPZQrrrgCEG2aAw44gA9+8IOsXr2aqakpXv/618+5rkuWLCGbzfL4449z4403cvbZZ/PjH/+4+/maNWs48MAD2bx5Mz09PfzoRz/igQce4NhjjwVExeiSSy4BoFqtcu2113LLLbeQMkvJfVP59a9/zdjYGPfccw+e73QNFZ999lkeeughtm/fjq7rHH300QwNDfGpT30KEBPaN77xDdLpNGvWrOGggw4C4Mgjj+zisXYHNJ533nm84x3vAGDLli1zfqfrulx33XXMnz+f1772tSxbtozHHnusy1wE9gBVH3bYYaiqymmnnUY6LZKiq666ihtvvJHDDz+cM844g0ceeYTvf//7XWuW9773vbzpTW8C4M4772TlypW86lWv6raoWnadbKZEGMfUmzNEoU8uXSCMfBptoTjcb+a65yBJEplUnj8WjuPwmc98hu3bt1MoFAAxQa9du5Z8Pk+pVOLoo4+mXC7zmteIaqSRigiiiHTS4tm8eTOvetWrePnLX84xxxzTPXY+n+fVr341+yxfhq5ZvP3tb+f666/nmGOOYXR0lN/+9rd7tNLr9TrXXXcdo6OjZDIZTjnlFO6//35++ctfsvqwg5iojBJ5Hn1J4rPffvt1W67FYpH3vOc9nHXWWbz97W/ns5/9LG9+85up1+vccccd/Nu//RuVhLasJaBWgJmZGc4+++zuObxYcphczBf98xVXXMERRxzBySefTCqV4qmnnmLlypUcccQR3XcbhLjq9u3bmZqa4swzz+S2227rVrsymQxf+9rXkGWZcrnM5Zdfzsc+9rE533PkkUeSSqV4/etfL2jvwNvf/nZmZ2fZtm0bl1xyCWeccQbXXXfdnO888MADAbEI6cTee+/NpZdeypYtWyiXy6xevZq1a9dy7rnnAnDUUUfx4Q9/GIANGzaIdvpRc5X0AaaqA5iZPgYGBpis7NwNa9QxkY2ot6tkUvmE+emRsfICOB04OKHHbGMWWVLIZgcS3FNAuZgmlhUIQywzC0Sk0iWK6SJtu46iqKStHIYuLIiiMKLl1EnrJpaewvUdbLeFrln4gRCIFcw3AR2otWpdELQsCbsOXTVotV5idf1vjb/LxEeSJDzP6/a4vcDurk4B6vYkLWcWohRICsX8IJKsdT2BgiDAMtLk0kVMQ0iwd/Y3dCuhrwuF3snJyTlVkeXLl9OyRR96xYoV3HzzzXiex4YNG7jwwgu723me1010QPichaHQFCmVStTrdfzAY+Hi+fzwhz8kiiIeeugh3vKWtzA0NDRHuLHlzHZZX/vssw+SJNGyGzz77LNs3ryZQw89tFsZ6OvrY3JykmeffZZ7772XNWvWdD8rFov4L9C2eGbTQ6xYvAuIfs4553D11Vfzu9/9ju9+97tzEp9f//rXXHDBBRx44IEUi0UmJiaYmJiYc238wEXa7doAXcYISKxfv55Vq1YhyzIz1VHSZhYl08PmzZvZe++90XWdJzf8lv2WHsrIyAhbtmyhv7+f/v5+0uk0teYMxWKxa1+ye2za8RR7LTige53adrWLMdo9UqkU8+fPp9mskcnk2Weffdi8efOcxOdPaRfVW7NkU0U2b97Mvvvuy2xtjEK2j3333ZdNmzZ1t9tnn32oNMYJw5hLL72Ud7zjHQwNDbFmzRquuOIKDjzoAGRFp92cpd6cpdqYYmJGAG/TqRwpI0Nfzy4T345g5x+LLVu24Hlety0KIhlqNpucfPLJvOpVr2L//fdn3rx5XHjhhbztbW8jVl2qjWmCKKKvNJ8bbriBc845h2azyamnnsrHP/5xcrldyVe1OYPrtXnDG97AZZddxsTEBN/4xjc488wzsay5SrkbN27E8zyOPfbYOefTaDQSvacUjtPqVhiWL19OFIVs3PEUK1as6FZrXvOa13DJJZewbt067r33Xo477jjK5TLPbnmAIGwLDaXkGAMDA3PagBs2bJiTsOyKF59lFi9ejOO2sKw0hmGwaNEi2k6DQqHQfeYajQYnnngipmmyaNEiRkdHCcNdz9miRYuQZZlGq/JHn9Xdo9KYYNBYxAc/+EHWrl3LQQcdhGmaTE9PJ4wrcc/32WcfKuPXk8odOmf/p556ite//vWsXLmSvr4+Nm3aNOe9XLx4MXE4QxTWKZVKPPvss3PwQh2tn82j+9BXHqK/OMRMIt/geg6GZgl9sCgkCH2BxWmJMTCOI6YqO9FUIU5pO3WIIZ8u0HCqtJwWVqpIWjeJFQ078LA0i5yZxUMilxtAIUJRFdp2kzAWjDRZkjE1i5SZRVFU3MChJ9vLTH0SWZbJJVhKgQmK50hYRFFIy2nQdl5KfP63xt9l4hOFIfPnz2ft2rUASMiccMIJXHDBBTz77LMs22sJpl1EVy1MPS3o7oHL+M5x+vr6MAwDXdPJZ8oIKrbLSSedxO2338673vUu9l92GKqiY9s2d911V3cCB9i5cydpK08URYyOjtLX14emaZTL5a4dyIuF0AAJ5thcdFarjXYTYpk1a9Zw6qmn8uyzz+62T0QuvUvosaOYHYQeAwMDrFixgl//+td7fN/AwAAnnHACX/3qV//IuYiJfa8FB8357IwzzuCSSy7hkksu2cOL57Of/Sz/9m//1sUEvVD/aefOnWgJHbxzbYDku0Qxd2hoiK1bRbumrzQihAUVjb6+Pnbs2EEcx+w1/wB832d8fJyBgYE5tG0/cNH0XRPs7r9l2fxdE5ySGCf6obfH72+321SrVXI50SbtnKtpmrTbQhzQMDLdRPqF35XLigpW55yX7bUEWVbYsWPHHDajoiTq4qpEeWSQn/zkJziOw3e+8x3OOOMMtm3bxj7zXwaA7bb4zWM/BmJ68gO0nSZjM9t42Qu0TMLoj+MWyuUyqqryn//5n6RSqT0+/9znPsdnPvMZHn30UU466SRe/vKXMzDSy9j0Ftpui+WLDub000/n9NNPZ+fOnVx00UV87nOf4xOf+ET3t/cWhhib3oJlWZx55pl84xvf4Bvf+AZr165NRPx2CY729fWh6zq/+tWv9hAinZjdTqNVIQrDLmB/586dyLLCouEVPPGHJ7vPj6IoXHDBBVx//fX88pe/5JprrqHtNJDQ0NV0Vxpg93hu/eOUe+aaMUuShKZpOI5DNlXEdV2q1eoe2+zOHBSO53Pjpz/9Kf39/dx2220AfPWrX+UnP/nJnH12//8Xi92f28HyImq1WlcoVtd1tm3bxle+8pU5+yiKwhM7lrLPwrlVvy9/+ctcfPHF/PM//zMAb37zm/f4Ll5EBLSjviwBQRSSTUfUqjUWKAswNJNStpdKYxpTTzFcXkjbbbJjahOe73afQz/wcH2n6yPWienaGEHoiep6awZLKZNPlwiiEFNVmHHqeIFPbGawvXZXhFOSJJwgxNBM4tDD9T0MZPqKI5SzveTSJcYr2xPj5yKqqtJs1ZFlhXymhzgOqTZnhRHqS/G/Nv4uMT6e73L44Yfz2GOPEYYhEqKkfNlll3Haaadxx7//mNnJJg/c/zAnnHAC1WoVy0jx0EMPcdRRRwHgeg6u7+L5PtXGFOeeey7T09NceOGFTO2sseG5LZx++umsWrWKo48+uvvdX/va13j88cd54oknuPbaa3nLW96CJEm8/e1v54ILLuCJJ55gYmKCtWvX7sGIc4P2nH8HQcB5553How8/wszUJL/4xS/4/ve/zz/8wz8AYuW4du1aHn744T3wE+Mz2zj++OPZunUrn/3sZ9mxYwcbN27k+uuvB0RL7vbbb+eWW25hfHycp59+mu9+97vd4z7++OPcd999bN60ec5xM5kMO3bseFGPtGKxyH333cfExATXX389jzzyyJzPb7rpJh544AHWrVvPVVddxVlnndVNemJiwtDn2GOPZWZmhs997nNMTc3y1FPP8Mwzz3DAAQeQyWT4zGc+w8T4FB/5yEdYtWrVHpIHu+u4gGjBaJrGj370Ix599PcvOGNpzsq2E4qi8MEPfpCdO8e4/vrraTabrF69mlwux+DgIN/4xjfYuHEjl19++Zz9Fi1axK233srvfvc7PM/jrW99Kx/4wAcY3THGj3/8Y9auXbsHuzGKPXJp0RZ8/PHHabfbpNNpMhkhyrhp0yZe/epXYxlpBnsWMNizgOHyIgZ6RkQb9o9MVi8W5XKZU045hXPPPZfnn3+enTt3cvvtt7NlyxYeffRRfvGLXzA7O4tlWaiqSiqV6vpxDZQW4LouN9xwA9u3b0eSJHRd72LoFi1axI9//GMeeeRRsmYvABdddBFXXnklCxYsYPny5UxWts85n+HhYV71qldxwQUXsHHjRkZHR7n11lsZHR3FdpqicunsUoG+++67+fGPf8zojp1cfvnlvOUtbyGOY2aqY5x77rl84xvfwHVdjjjiCKqN6cTGweLFLE3azTZOe+6KX5IkDjzwQL70pS+xefPmPYyTd234p4fVTtVk06ZNPPzww3zpS1/6k9u/WPT19dFqtbjrrrt47LHHMAyDOI65//772bp1K5dddtmL7jfYt5RctneP83nwwQcZHx/nhz/8YRfH+OdCkUVLyNAtUkaaZQtkenpFdbuU7WWoZyErFhzEkqEVZBL5BdsVEAEjwdxARxVa6PF0MFCO20reVSEH0GhVmamNMzq1ma1j64WBbhzRaFewnQaKLNOyq7hei8hvU2tMESIL81FZJWUVARlZUtG1FLqeot6qkrOKzOtbTNoSUhpe4GHqFoVEWuFvFS9hfP628XdZ8bHtFn19Q6xevZp7772Xo446Atdt8rGPfYzDDjuMb33rW3zxi19kaGiICy64gFJJrNB/8IMfcOGFF9Jy6niJlYUfuEzOjrJ43koeeOABrr/+ei6++GIMw+D1r389Z511Fo12hUJWDAgXX3wxn/70p6lWq3z605/mqKOOot6a5WMf+xjf/OY3ef/730+r1WLFihXdweu1r32taDMFbaCHf/iHf2BwcBBZllm5ciXXXHNN18Ljs5/9LG984xsBAWC95ppruO6667jgggtYvHgxhx9+OADT1Z3MH1jGfffdx9VXX80b3/hGMplMN7GbP38+9957L9dccw1f+tKX6Onp6U7KhxxyCO973/v41re+xfLly7tYlEwmg+fZxLJDvdWk15jHIYcc0jWwveqqq/jgBz/I61//eo499lg+//nPd3FWICbCr371q+zcuZN3vvOdnH766XhuSyR8sRBxtKwCd999N5/73Oc444wzGBgY4GMf+xiKovAf//EffOpTn+Itb3kLBxxwAHfccYfAtWQynHbaaeJLEvXkf/zHf0z+KXHHHXdw66230mw2+fa3v80xxxzD4OAgYRTTcpuk0+lularDyDr66KN561vfSn9/P7/4xS+QZFEiv/XWW/nYxz7Gbbfdxgc+8AEcx+n+vptvvpkbb7yR3/zmN1xzzTV8/OMf54tf/CJnn302Q0ND3H333QwNCXmAk046iUKhgOv53dbsv/zLvzAzM8PSpUu54447AIGp6SS1uVSBjJVDSyaj/sIwEnDwwQcnuKAY17cxzSxvfOMbu1ihk08+uduO+uY3v8mXv/xlLrjgAqIo4oADDuiC6W+++WY+/vGPUyqVuO6661i2bBkPPfULmnYdx2sjy3I3QZYkiSOPPJJ3vetdAFx99dV85Stf4Utf+hIf+chHyGazLFu2jKVLl3LhhRfSdhpMzmxnXt/SOTio7373u1x77bVdXNyBBx7Ia17zGirtGoqidk0xV65cydVXX829997LF7/4Rf7hH/6BD33oQ4zPbEFVdPr6Bjn44IM58cQTCUKfSn0CXTO6+jZxHFEul7vPiRxL6CkNTU/NqYDceOONXH755fz85z/nne98J57ndatRZ5xxBpZlEYY+aCZnnnkmiqJgezaWbnDmmWcCovX22GOPcc455zAyMsJVV13FunXrAIHB62DegjCgUChw0kknAWLh0GFJGobBbbfdxh133EEYhnz961/n1ltv5dOf/jSqqvKe97yne38BzjzzTGRZZl5vAVWWREsueTYvu+yy7nu5evVqrr322u6Y97KXvQxFUYginzBw2XvvvUUyGweEkUQQhgh9JPCjUXwzgxzrzO9b2vXv6vjQGZqJZWQIggrz+hZTyJSZqOzA912KuV501aDWqjA+sy3xLRT+Yn7og6TRdtt4voOkmaSMjDAu9QS4ejIhmnR95KKA0NNo+G0IC2iSjJHvxzLT9CpD6HoaP3BIG2niOCKfLuF4bZq2RjaVR1MNtHjPRc//VLzU6vrbhhS/UMP7f3HU63Xy+TxPrf8NyxYexNNPrePDH/4wP/vZz2i1ZvFDH11PdfU1QCjQps0szz//POeffz6/+tWvGJvezHR1B34gXjpVkYnxmdcnNHc6OArXs9m88xkmZrZz5EGv47WvfS0XXnhhdyDzA4/12x5jbHoLi4dXMtK/V1cHBKCRuLKbRgbPt5msbCSTKpFPDwol48TYcHdtnpbTptHawWRlkqHyYsqJzk4n4jhiYnYHjicoo9lUaY5uCMDGHU8yXRllrwUHdrVVQAwmzeYUlWaFgfLCPVZEjttm/bbHmK1PYLstViw6mJH+vYiJ2Ta+noyVp7c493w6LtHnnHMORxxxRBdQGcURtcZO6q0JgsjDSwZCU88z2LM3mrZrUApDn+nKGJlUnvRu4N3RqU3snNrMysWHkDIzVOqTjM9uY+HgciwjTb1VYcfEehYNrcTazdaic8zRqU1M18bZe/6BpK0szUQKP23l5mzbbDXZvu05esslCsV5iVjermi0KmwbX8ei4ZXdZ8t2W8zWJhjuW7zb9WuwffJ5+ksLyKV7cH2HrTufI2WmGSgvnFOtqdQnKeb6uOqqq9h333059tXH4Dj1xI1cTESSJKOqBmrSPmq0Ztk6vo55/csoZnuFwF4ck00VaDtNHl/3G4Z6FzF/YO859H0hMgm6tut3+YHHhu1PMDa9mSiOieKQlYsPYbh31+8B2LD9Saaro+yz8CDhr7VbPPvssxxzzDFs3LiRqdo2dkxsYOXi1eQyJTzfYcOO35PPlBkqL53TjpqqjDJV2SGwUukChWw/Q+WFe7Ssdk5twjTSlHL9jI6OcsABB7Bu3TrsoMLE7DYsI4Mw5BUsraG+JWiqTr1e5bHfP8jCvRcwWF6Mrhk02zW2jj7H/CGhtbV72E4TJAnLSON4LXZMrGde396YRgrbbfHYul+z/9LDyKTyOG6LttOklN/TZ7AD1ldklUZrltn6BEO9i9ETU1cJCUO3mKmNs3XncywZ2Y98pmfO/rpm7nFMVdGQZQXXs3ni+d9SzPWyYHBvFFlj68Q2LKXBQN9+c/aL44DA24mq9RMT89SzP8EPVV628jhkSaNVvY3GzK3JgkTsM9Mqc//WU1k40MeyeQNMVGoMlgoMlPLd1txEdZRGu86CfnGtg9CHRDE/CH1mG1OMz2yj2a4RxSEpM4vjtenJ9TM2sw1NNVg4sBeyLBMEHrVWBYiZrU/hhx5WovrtBS6KolHMlvF9h5SZwzLSZMwchWwZTdWJooi271BvV/ADn3yyaBAehirNeouFC/aiVqvNwan9d0ZnTjr01Regavqf3+FPROB7/PYX1/+Pnu//lvi7THye3fgo5VKZcmE+MzMzlEolmu1ZRic34oc+Pbkhqu06k5VRCpks8/uWYajZxONGZvv4eqHcGvo4no2iyIRhG1MX5VQvcGg7TaqNGTRFJW1lWb3fcbzhDW/gnHPO4ehXvZKJ2e3YbhPbbVNtTCZy9xKmbpFN51AVlTiKiYnwgiau3ySMSIxRdXLpHiFWF0Ec53hy0zSbt+1gryWD7DPfoNqooyoajtvCC1zy6R4kWWKwvABNNZAlhWpjiq3j64mjmHwivibUY12qzWl0zaSYLeN5LrIU03bbLOxfiOP71Ns1ZuvTZNOFBCxdx9Qt+krD1JoVZmrjFDI9WEYW00jhuK0kSdQY6Bmh0a5Rrc8QxwGr9z+eiy++mDVr1nD661/Hw0/fg2mY5DMpXC+k7bSTioIA6PYVRhjoEYnA2PQWdkxtSkQHU5jGLoNN13foKw0y2LMIXTPxfIdqY5JtExsx9TRLhpaTNlL4YZtas0ajVSFlpYiJCHyPSqsh2pmB2121QrKKjSVymRJ9hX4K1gAbN4wyMGhi6BKqrhOEEbV2lZn6NPV2ncHyCPP6liBLKjEwNrOFbePrheu8mSWTyrNk3kpiPKqNcUYnxpAkBSQZVVUF1idRTh6b2YptV1m973HdSbjZmkWREvxW5Cf+ZoJVIyaIWbZPPs90bUKIR77g93RW5KqiE0Viwlk4uDctp87UToeJHVWKAxrzF/STsjJMVXeyY2IT5eIgKTOD47SIkdA14W/lejZ+ICZdQzMJo4CZ+gStdoOTXnkul19+Obfeeiuf/exnOeV1p7Bx+x+6HlGyJNHyZoTnlRugKZZwqHdaEEfiHkchtttCkSUUyUJWRFJvmWmR/EURDbvKikWH8N3v3sLdd9/NGWecwete9zoeeHItQeAlLvB64h4vfn8Ux8zsqKLrOsXBXUm01/IZ2zpGti9FoaeIpQsj3ZgI17VxfJsgcHCCOqaWSRYwGp7XptaaJYxCChlBvxe+cwqaJkxtw6gjOqnMSTijOBLPsWcTI1iNGTOHJMlM18aYrU0AEpIrk7NKtOUqcuKLZ7vNxPpFYcnwSoZ7FyEhsX1yE5vGnhH0/VjCC30i8jiuxsryL7GUrTywfilNT0dV06T1mInWIMXiAAOlAlH71ywtPoAXyPyfdcsJ1UWYhoalTDBdN7H9Eq12m0w2g2mYLBse4OC9F6FpGpvHp5hpVGm7HsV0DkmWyafTDJeywj4kSaC3TW5g59QWSvk+Stl+/MDF1C3GZrZTyvUy2DM/ocpHhFHIZGUH63c8hSTB3iOrCMJQvCNei2yqQK05K5IoI4Pnu/Tk+0mbGQwtRc7MMFndzo7ZUbJmmaH+RUQIkHW70eLg/V/5N0l81hz735P4PHD3S4nPXxJ/l60u13NptVtkUzY9PT3EcUwmVWKfRT3UmjNsHd/E+Ox2ZELadszYzBZ6C/OQJIlGtbKbf42KmQBlDdUUExUAErbbAknG9W2CyMd2W/zgBz/onsP8gb3Flkm7rFKfopjrIwh9Nmz/A15gAyG6mhUWF7JJjEMYhYRRm2ozQFWE9L4fTKIbGqqqsXOiwfx+E01LU6nPMty7iCXzVmDqJtXGFH5gM9CzEFlWGCwvYsHgch586ucMlEdYPLxr1bd9YgPPbXkETVZIZbJsn9qGMOFR0DWZfCqN47Vp2fWuimqMcL3WFGHkediqk/YQ/pt7H2w27XgCx2t1gZgbtj9JFAWkjCxtx6NSn8J222iqWL017QZbx59PAIhhQtsOUGQFRRETSs2eJQh9cqkC+XSZ3sJ8nn76aQ444ABcz6aU6yWb7kGSdWzXxwkcNCmgkDKZaVbwwggvEP5XuXSJ2cZkYikRMlheyIrFr0CWFbaNPUcQuuiGSr4QM7qjQm+fTDaXI5ZUImQ0zSKXVmi066iKgSqlGB0dZd+91zA+LUr6bafJ4S87ic2bttDb20sppzM1O0u9VWFe/yJURUO4cIfERBh6Gksz2D7xvHAklyTK+X5SehZZVkgZ6a6tBIBpZtB1YXpbzPYSxREtu85UdYwwDNBVk97iIHEMnm8jSTK226bSqIBr0Kg47L3fALolUWvPEMWBEJPUDHzfJdJT7LfX4YlP2a5kyg88wtBH1yw83+Z3z/wnimJTa85w5ZVXdrWRNu18Ei9wEsBrhB+0adktgtAnZRrIaDTbNUwjhWWkCUJh27Jq2eFIksz2iY1Ekcvi4f27z1u9OUvLa+IHAkvV8ROsNWcwdZNQVnH8dmLKGWDoFn7ginc6p9KsNEh7OqqqIckKWkqlZ6BMbbpOSovZa99lLwqKrjTGeX77I4RRiKbGqIoQ3ROTrxDxUxWhGOwH7txkWpLYnQ0YhkHiH6gioQhvK0nCcz2yRgm9YNGYrhMrMWbeIPIsGu1GV9cojmOCOGD71CZy6SKFTJmh8gKCyGfr+HpRCQIsw6OUzfHIjsMhXIWrFOnrU+kpGOTSBQ40MgSRgx/UmZZewYNjK3DcCLMgs//iEQqZPH7gYXttnt8+zc6ZClEE4xMTuJ5DfzFHpWXzxPOb2DkxSTGfodW2yWWyGFaKcj7DPiPDLF8whOPaVJvTqKrGYGk++XSp++zn0z2oiiqqdJKEJCldKw1N1Slmy6iqQRQ5zO9fxmxjgonZHQShj6mnMHUT17dpOXUa7RpxHJI20lhminJuAF02MRQZXbPQpJhKZU9dqf+p+O/A6PzdVDD+G+LvMvFp2lVWLns5zz27jo9+9KPcf//9SJLEMcccwyc+8Qn2mr8fTXsmWRWYZKw8YRTguE3CyO8OeGoywYehh+s5XY+bjJWDOCJCJk40VZ7a8AAv2/sInn1mHe94xzvYtGkTcSxYSrfddhuLFi3iW9/6Fvvttx+rVr2cZzY/JF5qSUFTM+TSfbTdKvXWOPnMEBmrjO+71FrjxHGdQkYil0tjqgaaOsjY9Axbdk6x75L5bN6wmYceeojzzz+fmfoUsqywZs0aAO6//35WLj6IfKaXX//615xzzjm84x3v4JJ/fgeTs9vpKQyQttKkrSKbd67H8x3S6RKWkaaQH8LzRXuw2a4QRj5hGJLNFMllyriuy8qVK1/0Hixfvpw777yTob6lTFW3o8ga05Vxdk5tpr/UsfdQyaYKYiVvZJAllZH+pdhOE001qLcqmHqKUm6AtJlFkmFydgdBKACK/cU+egv9zMzMcPzxxzM+Pk5vvpe0LuP7Dr5TI5Bi7HaVdCqHpKQIaeP6DXKZHqarY/TkBsik8niBh+002XfJau6/7wFqtRqnnnoqG7b/AUmWKRQtDD1FGGhiQFaFE3XTrgmPq3w/+UyZ++//LR/5yEf4zW9+Q1+xn53TOyhkimiqzvvf/37OOeccTjnlFMrFIVzfxXZtTEO010zFIEJFyUW4nkc2XWSqMortNslaeVJGDt1I89vf/paPf/zjPPnkk8iyzCmnnMLHP/5xekvzGJ3cQMYqdhlWpiHE+wzDxHUdsuk8EjJSrFOvhozt2IliOrixRFYfoN4Gx3dJGWn6SyNYRoqFwyu57//cz3ve8x4mJiaIooglS5bws5/9jGw2y+c//3lOO+00Vu11BA8/fQ9/eP4+evIDaIpBGId4SQKSSeVQVZmWLVR9/SDC8yXShkbKypNN5ZFlma1j6zhgr6P47f0PMj09zRlnnMFMbZwwDFm6dCkve9nL+Pd//3fqm6ogSXzve9/jIx/5CJ/61Kc45dTXkrHyGJqFomiEocfYzDYc1yYKA7KZEmbGQjd1sbCIPKLARddMMiULVZdJ6SkcZ89n+4wzzuAzn/kMKbOIqmhoiobnu+SzZdJmHl23EjxRCCioqibMScMAy8wShB711iRRFKEqJpIkUcz2oSgafuCKZzbyqU3XyKV6yOoZtGyaTE8aWYsYnXZQZRU/wSx1wnZbTFZ2krEKaKpOT7aPHZMbiYmFGXLgYBkOr1g+Qik3gBfGZHSNui3abbXWDNO1cfzAQ1U0Dlm+ipiYnVObsXQPQwvw/Tote4J5fRoD5X5Gp1s0222mZmb41eNPE8UxGzdvYf7IPPLZDOlMGs8N2LptG6OyjCzLDPUWiSMHXTUZLi8imyoRxaBIdJ3ZXyw01WDx4HIsI8XGnc/gB64wHvbaXW0uJ6mcAdSDKp00wQ88AmJRIYwqbJt+nkKmh0KmnNi7vhT/G+PvMvHZZ+EBTE5MceSRR3LllVdy6623EoYhn/vc5zjyyCN58sknOXS/415030p9ktn6BL3FYXLp0pzPZmpjZFOlOZTcTtSaM2iqADhefPHFXeXgJ554ogvkXLt2LaZpctBBB7H/siP2OMaLhefbPLPl/5BJ5Tn6gIPQVHW3zw5B1zR+9OBD/Md//Afnn38+PTmBs9i2bRuWZfGb3/yGNYcdjKGlueGGG1AUhUqlgqGbHLR8FxutpzCfRfNWMVMZRdfTZNOFPc5lujrGhu2P02fOQ1ZUTNPk8ccfB2DdunUcc8wxbN8umDudlXk+00M+00PLrlOpT3PsIW/aY4DbPPoMSLBoaMWfvR6WkSGMPCwthaFbRC8Yu7LZga442ujEsxAErNzryO53Lpkv7vHGHU9y2KoT52AoOvH444+zY8cOTj31VJaOrCKOY3LZXuTd3ORdr02t+SR7jaxi/uA+f+RsJTRVI3pBt1mSJJbOW8XSeavm6LD4gcfY7A6KuUEKGXEfs6kijzz7SxzPRtNMnnzySU444QRuvPFGTj31VJrNJh/60Ic47rjjeOihh1g2X+gUDfcumfOdlcYEtXiavuL8XRi3+XDA/vuyZeczDPctRVN1Rgbm/hZhxAmnnnoqN998MyeeeCJRFHXtGABuu+02Dj30UBYtWsQxr5grevnHomXX+P1zv6KUG2DlkkPmfDZQEhXLP/zhD2zcuJEzzjiDnvwAvu+zefNmVFVl48aN7LvkECwjzde+9jUURaHRaGAZme416MTIwD5s3vk0vcV5XabR7jE6uZGZmqDKaymdbE60vTdv3sy2bdvI50VLTNNEm2nfxYf9yd/WtGtUG9MM9y7egyIeBAvZuvM5dN1ksHfRHiy8ycoOlgzvP2eM8QOPx9b/hqZdTwxmTfzQFyBrRAtwfHY7/cmYVWlOJ15WWdqOqBC1nTqlbA+WrpOWFXzfIWcJA91KY5p6q0IY+viBy+axp0Ub3WuzZXxdtwoTA5ZhIcU+hqpSLBaYma2wc2ICVVEY6u9j0XAv83szSLJMo11juD/DE89u5/kt2/B8n5Sh4vguO2dnUOUaq5YsoJRN86eilOsjjqPueaqqlqhyRwyWRkgnjLLZxiSuL5LDTCqPhMRsY4p6Uj3uXKt6uyJMkJvtP/m9/53xErj5bxt/d3R2RVHI58p8+9vf5tBDD+Wiiy5iy/iz1NrTfPjDH2ZgYIB///d/B+Dd7343H/3oR3n5y1/O4sWLeec730k2VWLJvP2QY52LLrqIxYsXs88++/DJT36SUm4AXTN405vexOc+9zn2339/hoeH+chHPpJoRMRs3LiRww8/vFvaXrVqFX19ffzkJz/h7rvv5oorrmDNmjXccccd/PznP+fcc8/l9NNPZ3h4mAceeIAHHniAV77ylSxdupRDDjmExx97kpctezX7LzmEn/7kJxx44IHstddeHHvssYzu2IFt21x22WUiwVmzpqtGDHD22WfzrW99S3jU1Ovcd999HHfcroTviSee4OCDD2afffZhr7324pprrqGnOEw2XeATn/gEH/7wh1m9ejWLFy/mnHPOIW0UGOpdQrUxxdjUJp7e+CB2UMUwVTKZDJIkkcvlyOVy3H///axevZply5bxyle+km1bRlm5+BAmJ6c47LDD2GeffVi6dCmXXXYZC4eWs2hoBd/85je59NJLOfbYYxkcHOS0005j3bp1HHnkkQwPD3Puuecy0LOQvebtjywrOHadwBervDiO+djHPsaSJUtYunQp9977K0YG92XRyMtYu/bn7L///ixbtozjjz+eRtXh5Sv+gepMk1e+8pUsX76cvffem49+9KNs2LCBa665hltuuYU1a9Zw5ZVXIkkSP//53bziFa9g2bJlHHXUUWzZvJ3liw9hZEDst2jRIlatWtXVjgJo2S2iKKJp76Jk33fffRx00EEsWrSI9773vV1/tSOOOAJFVslaOQqZXi677DJuvvlmTD2FIqvU21UUReO6667jLW95C6eddhrV5hSqLvH5z3+eiYkJfvOb3wDCz+3KK69k1apVLFq0iE9+8pMUMn0sHFxJo9bmzW9+M4sXL2bFihXccMMNLBxagabqHHHEEVxzzTUsX76cefPm8ZWvfIWMlWd2dpZKpcJhh4kJX5ZlDjvsMFKpFNdffz1PPfUU559/PmvWrOHBBx/kxhtv5N3vfneXPTc6Osqdd97JwQcf3L1+o9snOOKAU1i55BCuv/569t13X/baay9OP/10ZmcrbN68mS9+8Yv84Ac/YM2aNfzrv/5r9xqeddZZ3HTTTeTSJTZs2ECr1WL//ffvfn7PPffwspe9jL333psVK1Zw6623snh4X7Ip4Yn28Y9/nAMPPJBFixbx/ve/n4GehRi6YP/EcTCnmtJ5nnO5HJZl8bnPfY4PfehDHHbYYfT39+N5Hm9729tYvnw5y5Yt47WvfS2tusO8viVs3ryZ4447jve9733dceR3v3uUxSP7MTKwFz9f+wsOPvhglixZwooVK3jkkUfoK87j0Ud+P2cMeOz3j3PAXkcQRsIj0DLS9BeGyKTy6JqBqmiEUUDDrhOEgiWoqwaqoiLLCrlMiXm9i+grzEORVfzAY8vE82wce5bRqc1UGlOEUSisJFQD223h+Q5xDK5vE0ZhV+un2pih3rYBlTQx+ywYYd5gP0sWzmfNqpUcud9KVixYwrxygbThU8oqLJw/RBCE/O7xJ3ly3WaeeX4Hv39mA5vGJvlTENTOZ3EcUW1MU2lMJZg2n4yZY/HgcvYaWcWC/mUM9y5i+fwDGeldwlB5IUuGVrB4aDmrlqxh7/kvY6A0j8Ge+QKjlpBFNPX/DnPz10TMruTnv/y/v9nZ/r8ff3eJz8KFC1EVlXvuuYejjz4a22kyNr2FnbM7ieOII488krvvvhsQgmg/+clPuPfee3nmmWf4wx/+wI033ggIqriu6zz//PP8/ve/5+677+bOO+8EYOvWrTzwwAM88sgjPPnkk9xwww2sXy8A0WeddVZXSfbWW2/tqrKefPLJHHvssf9/e/cdHVW1L3D8Oz29dxKSEKqEEogmEJqhC4oPvCBSBKVc2hUV7Ffx6ZLHfXbhWrmJggTFBvoAaQqEhBYIvYTQAqS3ySSTTDvvjyFHBhCjQEKS/VnrrEXmnDmcffbJZM8uvx+vvfYa6enp8rf15cuX22O9XLxIhw4dGDt2LP/61784deoUixcvZuzYsZhMJk6ePMlTTz3Fd999x8mTJ5k8eTJTpkzB2dmZRYsW0adPH9LT0x1C2A8bNoytW7diMBj4+uuvGTlypPytFexLazdu3Mjx48fZtWsXH330kZyZPD8/n6+++oqffvqJkydPUlpaag8B4N8KV62WEJ8QPFzdkawmLJbflnTX3tepU6eSlJREVlYWL7zwgry83M3NjW+//Zbjx49z6NAhdu/eLccVKSkp4auvviIpKYnz58+Tn5/PuHHj+Oabb8jOzmbPnj1s3boVZycvXDT21U2Wy4HICgoKCA8PJzs7m3feeYe5c+fK1zJhwgS+/PJLsrKyHFaWvffeewwdOpRjx45x/PhxZsyYQevWrXniiScYO3Ys6enpvPjii1y4cIFp06axbNkysrKymD9/vrx0ee3atXz33XccOHCA3bt3s2vXLvk+KJT2b8mqK1blbdu2jW3btnH06FHS0tJYsWIFERERcmJZLzdfKioq+Oyzz+zLuisK7EHgTEYUCoX8XJcbiqkylmE2G9HpdPTs2ZNNmzbJz2dqaip79+5l//79LF++XN43ffp0unXrRnZ2Nqmpqbz99ttyr112djbZ2dkcOXKE7du38/zzz6PX6/H392fIkCHExsby9NNPs2bNGjnVw7Rp04iOjubTTz8lPT2d+Ph4SktLWbZsmRy6wGw2M2PGDDlpcG2qCbBH+168eDG//vorJ0+eJDY2lmeeeYbIyEiefPJJRo8eTXp6upxaBexLt1NSUrDZbHz++efy/J5a7du3Jy0tjRMnTvDzzz8zf/58OffYhQsXWL9+PampqRw5coRt27bx1VdfERbYFovNjKG65PL8O7vnn3+eJ598kieffJITJ05QWFhISkoKX3/9Nbm5uWg0Gp577jmOHj3KyZMniY+Pl9NPmEwmfv75Z3r27Mnp06f55z//yfz581EoFJw7d45HH32Ujz76SH62IyIi0Ov11/0MkGwKQv2jMFlq0FeWYjCW46x1wfVy753Faib74hEuFJ7GbDFRbbIPL2pUGiwWM85aV9QqDTabhfKqS1hseqpqSikzFFJcno+xxkC1qQo/ryC0ah0qlQYXJzdC/CJwc/agxmSk2mS0Dwk6aQhQQ3tfT/p1bs+93TqTGBPN3e0icdapqTFXU1FZhsliws3JRlyHMBK6RRMZ0RInF2dcXF3JLyhAwe8HEZQkiWpzFXkl58gtPs+FotPkFp+XU06oNVrcXb2wSDUYaorRV+Vhtlbh6eqDr0cgKqVanqMZ7NOSNqGdCfWPRK20Z3MP9ml5zWrXpmTBggXyl+/aLSjot4CdtV8UQ0JCcHZ2pl+/fhw5csThHDU1NcyZMwc/Pz9cXV154IEHuHDhQn0X5S9pdg2f2tgWRqMRFxcXJCQC/VqhVrlhtlpwdXV1iL0yefJkXN1cUWtUTJ8+nXXr1gH2mD6RkZF8/fXXrF69moiICDZv3iy/b/r06aBQ4OPjQ/fu3eXcOB9++CHLli3D2dmZ//mf/6FNmzYcOnTI4RprTFXyBMWePXvK0Xx37NiBs7MzZ86cISUlhVOnTsnpLlavXk2bNm1IT08nJSVFDmZ2dYqJs7m/BYnTarWMGDGCb775huTk5Gv+QPj6+rJp0yaefvppnn32WaxWq0NQxUceeQQ/Pz/MlmpmzZrFunXrUKvswcI0GmfUCjWWaiVXB4hbt24dLVq0IDMzk5SUFEpLS8nOzqa4uBh3d3cOHjzIs88+yxNPPIFerycjI0N+7/DhwwkNDUWj0ZCQkMCAAQPw9/fHycmJ+Ph4+31WKLlUmsf5oovYLj/irq6uTJo0CavVwsCBA+X6qE1q2qlTJ8oqCpk7dy6//PILRqORiIgIvv76a5KTk7l06ZLDBwPYJ5+CvXHTsmVL9u3bR0pKCnq9nuPHj1NeXs7atWuZNGkSrq4uqNRKeYgTIDQgiiCfUFr4/xbL6PHHH0fnpEWpgqlTp8qNvpkzZ/LJJ5+gUChISUlh4MCBBAQEcPbScSTJ9tsy+cvPtT1MgAqLxSSX/8q8U3//+9+xYcHdw52JEyeydu1aqqur+emnnwgICGDlypX8/PPPREZG8uuvv8rvmzVrFjbJSmRkJGFhYZw/fx6FQsFPP/3E22+/jdlsZv78+URHR3Pp0iWH+1Vc/lvSx9ocZwqFgrVr1xIRESEnzqyqquLgwYMYDAZWrVpFx44d2bhxIykpKXh4eDj8noH9G7/hchoYsCfw7NixI7/88gsrV66UG9W1AgICWLVqFXPnzuW1117DarVy9OjRa+pAq9MwZcoU1q5di4uTGxaLFSQ1V35sdunShW7dutGtWzc5WOPo0aNp0aIF2RcOyUNZ//3f/82MGTPYt2+fw/McEhLCyJEjsdmsDBgwQH4u161bx6BBg+jevTsXz5+lIO8ifn5+bN++/Xc/AwK8Q3HSumCzWTEY9ZQbSpAk0FxOV2OyVJNXkkNJRSE2ScJYU4lSqabGbOTUxaNkXzqK0VSFRuWEq7OOEL8WtAxuhU7rhEqpRq3WyCEpagMSWqwWjCYjSqUKb1dfbDYrFRV6akxVBIT74ePviZ+HGieNmUtFZzh2bh9Hzu7hQtEZrFbL5dAXBbjpyujUxp32Uf4E+vrg6uJCkI8bFmsF1SYTJovlih4eCZskIdlUWKwWzhdkY7ZY0ag1eLh64ePuBxLoq8ooLD9NkT6b0srzVBjz0Wq0l3vAzNSYKy9/zkpo1Tq0avsqP4VCiburlzwtoD40RADDjh07kpubK29X/h3617/+xdtvv83ixYvZs2cPQUFBDBw4kIqK33qn586dy/fff8/KlStJTU3FYDAwfPhwh/Qrd6pmN8fn4sWLSJJEp06dOHbsGM46NzRqZ8yWcnQaHcePHyc6Olo+3t3dnRqTEZvNipubGxUVFUiSRGFhIQaDgYKCAsAeWK1Dhw7y+9zc3LhUVExEcBBarVZugBSXlxNzdyx9+/XlX8p/MWHCBN577z0+++wz+b0mS7U9aBfIgcQqjXoKCux5Zmr/T4B58+bh5eVFQYF9UuSV+xYtWnTNQ1hVnQ+EyT9PmjSJMWPG4O7u7jAcAPas8Fu2bGH+/Pn4+PiQm5tLVdVv497u7u5YrWYMxjL53gCoVBqqTPYJyE7OGq5uX9de45XX+tprr6FSqfjmm29YtGgRr732GoGBgXz88ccOf7Dd3Nyw2WxIkhWNRoOzszNmsxG1WodGo5Hvc43ZhNlixlhtwE3jIg+1VVSW4OHmJx+n1+vlP1jF5flEhtyFWq2msrKSOXPm0KpVK9asWcMLL7zAo48+ysKFC38riMIeBfx65akdAjMYDLi7u19O0miRIy7b75MKbw9/LNbf0ki4u7tjqCqTAy/W3tOHHnqI+fPnk5uby8cff8ybb76JvrKEorJclEqVPImz9rkeNHgQJnMl0uU257Fjx5g2bZrD/1Np1OOstUeBPn36tBwIsbT0t5WLgwYNckij4ebmRlFZLkG+LR2e62pTJfcO6M2w4cNAgsTERJYuXerQE1NVXSHHmfHx8bGnKbj8zEqS5HD/Fi5cKL929XN9vYjJZRUFBHpHyD9PmjSJmTNn0rlzZ4dceQBPPfUU5eXlTJs2DQ8PD/bt2+fwjLm7u9vDL9hsDnWg0ziDQnKor4cffhi1TonJZJRjXvn42IPhubl4kpeXR2JiIgsXLmTYsGFkZWXJq9lq7yfYIxVfeT9rlzlLkoS3rxdVlVXy/fi9zwAfD29ahXTgbN7JyxOo7d/kQ/zDyb5ob9gZjPrLPYwSZqsZT60zFqsJg7Ecg7EcpVJFiG9LAjzbolLpKC4vwGaz4qR1xsPF+3JdGykpz5cXc6hUKiSbDb3Nikatw2SrxmSt5sTFTPy8Q0GyYKgqR19ZCiBnT9dqdBiky68r7Pm1/Fy9qTCo0Ol0qFRKLFYbmafPUWO24azVoFDYh3UsNhsmswVJqqbUoMJmM6HTKAn01mKocUGhsKKsqUFps6JRO6FUqlEoXLBJEkokSisvUG2qwN+jNVXVlSgUSnQaJ7RqHfqqUs7mHifA47fn6XZriDk+arX6mi9z9vNIvPvuu7z44otyQM/PP/+cwMBAVqxYwfTp0ykvL2fp0qUsW7ZMTka8fPlywsLC2LRpk5zE+E7V7Bo+er2eSqOecePGcf/999u7zVvYg64dP36c1atXs2/fb6kLduzYweTJkwFIS0ujc+fOKBQKEhISaNWqlTykAb+NOdfy83LnaipJwtvDSx4X9/LywmKxf5A6OTldzgPkc837rDYLCQkJPP/880yePFmO01Cbh6pXr15s3bqVOXPmyJNha/fVnhfgrshYh/N27dqVxMREOc3FlVJTU5k6dSqJiYlYLBaHjM619+aZZ57B3zuUL9K+khtOZYYSbEgUlOSiUEDbqyaT9u7dm+TkZGbMmCH3wNVea2pqKg8//DBDhgxBkiROnTrF3XfffdWVSZc/dGsprvqll7DaLIT4R1wzUbq2QVmrc+fOvPnmm1gsFqJCo9m1axe+vr5ytOnhw4czfPhwzp49S0xMDAsXLpTvZ213ea9evVixYgUzZ86Uhwpry9OpUyd27NghNzquTIBpMteQX5KDzWYlKrSzfE9reyhqnzewR+qdMGECs2fPxmAw0K9fP46f229P5WGzUFh2kUqjnvHjx/Pyyy8zZcoUAn0iANiyZQuHDx/mwQcfdKi7xMRE+f/p2bMnwcHBtGzZktjYWDnCd21ZrqRSOt5Tk8kENhXurr/FDvHw8JCTANfer7DANjhSYLLY08d8++23zJo1S37P1c91bQToK6+n9rwKhZLQgDYOvZv33XcfK1eudOhhq5WamsrSpUvp3r07er3eITFs7b2pjX5eWwf2Ze9mQOkwNAmQk3eSiqpSYtr1lV9TKlQ4qdzIyMykdevWjB8/Xj73dSkc73H37t1JSkrCarXi7OKJy+XFBDf6DDCZqgjwCkGt0pBfegF9ZenlZd7+uLt4ygk5a/Nkuehc7XGMlGo5llNByQXM5mr8vUMwVOVyofAMFqsZpVKFzWaTQyFo1FqUSiUKhRIPF2/8vIJx1XlgsZmp1BsoLSrF4mzEWF1By4BW1NRU24MD2qyXAwyacL6c4Lk2To+Xuz8qhQsalQHJZuPsxRLyigwUl5ZRXFqGi5MTri4uKFUqikpK7As5FAqqa+ypg4ID/SkssWKszkOplNBq3fD2cKaFr+py5nYjkq0SQ40JjUqHj6snoKCwLBet2gWNxg1DtRVnXQBmi5nckjzqiyRxzUKMv3IO4Jqktjqd7ppcdwBZWVmEhISg0+mIi4vjjTfeoFWrVpw5c4a8vDwGDRrkcI6+ffuSlpbG9OnTycjIwGw2OxwTEhJCdHQ0aWlpouFzJyouL6ZPnz48++yz3H23PbGiyWRizZo18uTNWhkZGUydOhVnZ2dWr15NamoqYO9NGTVqFNu3byc0NJQDBw7w4IMPOjSEbNfJMdihQwd5YmJ2dja//vqr3HU/cOBAFixYwPbt268ZdqqoLKFt27ZMnDiRHj16MHLkSCwWC5s2bWLPnj0MGzaMpKQk+vTpw8CBAykvL+f06dP88MMPdO/encOHDzN+/HhiYmJ4+umnHc794YcfykNrVxo6dCjPP/+8PKfjyhD4YM/mPX78eIKDg0lJSWHDhg0Ull4kpyAbhUKJ2WJCoVBgNDmujkhISKBHjx707NmTYcOGUVVVxb59+9i8eTODBg1i2rRpGAwGMjMzKSkpuea6bDarw0oom2RDdUVDyB7ryIKx2kCgbzhckZfTdlXW9J49e9K1a1cGDBhAQkICK1as4O2330ahUDB79mysVivh4eFs3bpV/vbTp08fXn/9dYxGI/369WPChAl069aNhIQE7rvvPgwGAwcPHmTDhg1MnTqVuLg4pkyZgqurKzt27JATgBqrK+2rewJ+W2GVnp7OjBkzUCqVrFu3jrS0NEr1+ZjMNUyfPp3WrVvzv//7v1isZvRGPS46VyxW+6TW83knGTduHLt27SI6Opq//e1vFBQUsHnzZlJSUuTeQ7AnyiwtLaWkpESeh6ZUKuX0JaNHj8bLy4vdu3czf/58OZUJgO6qVYulpaVER0czdOhQWrRowaFDhzhy5Agff/wxYE/RMHfuXO655x55bpX83ooCEhMTiY6OJiEhgaFDh2IwGDh8+DDr16/nscceIyUlhfvuu48ePXqQl5eHyWTi008/pXfv3rz66qtMmjSJvn37yo0LsK+wSklJuebZARgyZAgzZsxg+PDhbNmyRW7k1kpNTWXmzJmAfaVleno6FwtPU1iaa/8ioXXB74r4cAqFEiets5zdG0CySVSUldOtWzdOnDjB3LlzkSTpmvx0tdRKDTXUyD8nJibStWtXevXqxdChQ8nJyeGRRx4hMTHxdz8DFCjQqHV4u/lTUlFwedhGgVbtRERQe87nZ12OdGyfgO7m4inPB9KotWhUOsyWGor1BRTrC+SJ8zWS8fKE5prLkZrt0b5D/CLtsXCcPHB38aKm2oST1h5M0d8/iOzco1TWVOHh4k2rEGcqjeVcKDqDvrIEi9UkJ1l10roQ6BOGm7M7fp5BaLWl6CuN5FzKxWg0onPS0TKsBdgkqqqr0WjUhIeFYrNJeLjbG0JGYzUXLuWRlV9EUWkpNWYzarWK4MBAjuhU9pWeTm54untSXmHA28uLu8JD0WkVWGxKqqurKCgvoMokUVhUhJebO06axpmoNCwszOHnV155RZ5XVisuLk5Oip2fn8/rr79Oz549OXLkCHl59gZfYKBjdPHAwEA5QXReXp49yKe39zXH1L7/TtasIjeXl5fj5eVF2r5tBAcEEtGiLYWFhWzatAmVSsWgQYPw8vLi5NkDtI3owujRoxk5ciTBwcEUFBRw77334uruyrrUnQzr3QurxcyGDRvQ6/W0b9+e2NhYlEolBw8eJCIiggJjJRF+AWSdPElAQAC+vr7o9XrS09PJzc0lICCAPn36oFSryck7T7uItly4cIGcnBwiIyNRq9UUFhbSpk0Uew5vpGVQe1oERZGdnS3/Ae3RowctWrTAUFWOq7MHBw4cIDMzEx8fH3r16nV5SMFKVWUVJ06cQKfT0alTJ/bs2UPHjh05l3cOk6UMq9lM28iuFOYXo1Qq5eSeO3fu5NSpU/Ts2VPu+g8KCmLWrFl06NCB2NhYzp07R58+ffD182HLzu+prK7AJtnsUXiVSu5q1Z3IkI4cPHjQPrlVX4S3hx9Hjhxh79699pDtPXvK2bQPHTrEgQMH6NKlC97e3lgsFiIiIrh48SImkwlvX3esNiuG8mqUSiU6VxXOOlcK8ors81uURlL3r8NZ60pk6F20i+hKZmYm99xzD1nnDtG6pf1bSUJCAjabFYVCyY4dO8jJyeGee+4hKsreECkuLmbnTnusmDZt2tCjRw/KDSV4uvlQUlLCqVOn8PHxoU0be0/G4cOHycjIwNPTk4SEBPz9/bFYzFRVGeWM53FxceTk5BAdHc3GtFVU1VQS4N2CuC79OXnC/pwcPHiQ4uJiEhMTcXbRcer8IdpGdKXaWENkZCQnT56koqaYc3ln0Ovz7MNcCgW+noG0bdmZ4IBwzp8/z7Zt23Bzc2Pw4MHodDqOnc6gY+u7iYuL4+2336aiooLq6mr69++P1Wrj7IUsukbHUlZWxoYNGzCZTHTu3JlOnTqhUCjYvXs3Xbp0oaj0Ii2CWpF5uTfDzc2NoqIi0tPTKSkpISQkhL59+2KyGMkvvkhU2F2cPn2avLw8OnToQFVVFSaTiYAgPzKPb6V9RCy+3kEcOnSIffv24eXlRUJCAn5+flTXVKHTOpOWlkZWVhZBQUH06tULNzc3JEmitLSUU6dO4e3tTVRUlDyB+sSZ/VjMZiSgY5tYTp3KxsvLi6CgICRJ4pdffiE3N5fExET5mmtzYU2bNg03NzdKS0tJTExE56QmNfNnSvVFqFUqAn1C6dFlEDt37iQuLo6TZw9QYSijU7t7KMgvRq1Wo9NquHTxPNGdYyguLmHz5s34+vrSo0cPTp06RUxMDFVVVRw7dozu3btTWlaIu5s3e/fuJT4+HkOVHldndzIyMjh8+DBhYWH06dNH7lG83mdAcVEeVqsFm83KyQuHyCvJQadxomVAFJ5uPpgsZvswKgpyS3JQKOz5wGrM1bg5eaDTOKE3ltlXfqHAarPIw1K1edGcda4YjHqctS60bxmDs84FSZKorKrg4rl8gkKCcPd0Q19VwqXiHKpN1bRtYU9SarKYOF+QRYWhlGqLEbVSTbWpCpVKjaeLN4G+4Xi7+WG2mimpMJBfUsHp3Dz8vD2IDPBHrVKjVqn5bc6gdHk4rIZifTFnLhWRX2oEm4TFZqHGZKK6soaq6mpUajXeXl5oVUpMVhtFJSVoNWr8vX0uR543YqyuRqVUYbaY8fLyxKCv4K1nn6asrEwOWXCr1Q5pdrt3GqqbXEVmtZjY98sn5OTkOERu/r0enytVVlYSFRXFM888Q3x8PAkJCVy6dIng4GD5mKlTp5KTk8P69etZsWIFkydPpqamxuE8AwcOJCoqio8++uimynK7NauGz4ULFxxaw61bt2batGnExsZis9nYsWMHn376KeXl5ej1ekaPHs2oUaMYM2YMmzZtYvfu3bzzzjsUFRUREBDA5MmT7X+cLk82/Pnnn6moqGDEiBHk5OTw3nvv0blzZ8aNG0dxcTE//vgj/fr145577sHPz4/CwkL27t3Lxx9/THFxMXFxcYwYMYLAwEC0WntXcu3Kru3btwPQo0cPHn30UTp06EB1dTUHDhxg+fLlcvyWsWPHEh4eTnl5OXv27CE5OZmqqiomTZpEVFQUKpUKrVaL1WqVl2ZXVlYC9mGf2uSUH330EeHh4UyaNInAwED73BODgd27dzNv3jy54TN79my2bNnC/v37effdd687q9/V1ZV//OMftGnThu3bt5OUlMSAAQMYN24cUVFRGAwG9u3bx+eff46vry8zZ84kPDwcnU6HUqlk165dbN68mb59+6LRaPjkk0+wWq1Mnz4dm83Ghx9+iKurK48//jhGo5HFixdz9uxZwP5LP3v2bDp27MiWLVv48ssvmTFjBrGxsezevZtPPvmEUaNGMXbsWLy8vDh69KhcH1OnTiU2NhZPT08uXrzI999/L09qHzduHOHh4ZjNZpKSkvDy8mLcuHG0atUKg8FARkYGn3/+Ofn5+TzxxBP07t0bV1dXwsLC2LhxI6tWreLnn3+W71Hfvn0ZN24c/fv3p6CggIqKCnbu3Mny5cs5fPiwfK1ubm4sWbJE7jG8ni5dujB16lSio6Oprq5my5YtLF26lODgYA4dOkRcXBzvvfce8fHxrF+/nu3bt8vPQXh4OI899hi9evVCpVKRlZXFmjVr8PDwoH///hw9epQPPviAwYMH88ADD3D27Fm2bNnC4MGD6datG56enuTn57N9+3b+85//YDAYGDBgAIMHD8bX1xcnJycsFgt6vZ5PP/2UAwcOAPZeoUceeYRWrVpRUVHB3r17SU5O5vz58zz00EOMGjWKoKAgiouL2bFjB8nJybi6ujJ+/HjCw8Ox2Wy4uLhgNpvJzMxkyZIl8vy23r17M378ePR6PYsXLyYhIYHRo0fj6emJn58fly5d4vz580yZMsUhn97GjRtJT0/n3XffpbS0VL6/KpWKmTNnEhMTw4EDB1iyZAkWi4Xo6GimT5+OxWLh3//+t9xQmz9/PjEx9uHeli1bsn37djZv3kxYWBitW7dm7dq1rFmzhlmzZtG5c2e2bdtGcnIyw4cPZ9y4cYSGhlJYWMj69ev57LPPiIuLu+5nwMGDB//qR6NwAzk5OYSGht6Wc9c2fGJuUcNn/y9/PWXFwIEDad26NfPnzycqKop9+/bJzy3AiBEj8PLy4vPPP2fLli3079+fkpISh16fLl268OCDD/Lqq6/eVFlut2bV8LHZbFy6dAl3d/drAoddzcPDg2XLltGpUyc6duzoMPmxIej1esLCwq5pzTcEd3d3fvjhBwICAoiLi3OY8PxX3Unlu13+ShkVCgXu7u4sWbIEo9HIjBkz0Gg0DisP66r2XO+//z4jRowgKCjomm9sN6Ox16GHhwf/+c9/5PhS1/udb+xl/CNNvXxQ9zJKkkRFRQUhISE3TL1zs9dyJzR8ampqiIqKYtq0afzzn/8kJCSEJ598kmeeeQawz+MLCLAnRa6d3Ozv78/y5csZPXo0ALm5uYSGhrJ27do7fo5Ps2r4NGa1vyBNNQFdUy8fNP0yNvXyQdMvY1MvH9xZZay9lq79pt+Shk/mrx/XqVzz5s3j/vvvp2XLlhQUFPD666+zdetWDh06RHh4OIsWLWLhwoUkJSXRpk0b3njjDX799VdOnDghr4KdMWMGP/30E8nJyfj4+DBv3jyKi4vJyMiQo7bfqZrl5GZBEARBuFPU93L2CxcuMHbsWIqKivD39yc+Pp6dO3fKczufeeYZjEYjM2fOpLS0lLi4ODZs2CA3egDeeecd1Go1o0ePxmg00r9/f5KTk+/4Rg+Iho8gCIIgNCsrV6684X6FQsGCBQuuWQ12JScnJz744AM++OCDW3x1t59o+DQSOp2OV1555Q9n5zdWTb180PTL2NTLB02/jE29fHBnlvGvRF6+3jmEuhFzfARBEAShAdTO8Ynuc2vm+BzeVrc5Ps1ds8vVJQiCIAhC8yWGugRBEAShATVErq7mTDR8BEEQBKEBiTk+9Us0fARBEAShAdmka/LU/qVzCHUj5vg0gG3btnH//fcTEhKCQqHghx9+uOHxubm5PPLII7Rr1w6lUnlNokeA5ORkFArFNdtfifB7s/5s+b777jsGDhyIv78/Hh4e9OjRwyGdQ61vv/2Wu+66C51Ox1133cX3339/m0rwx25HGRtzHaamppKQkICvry/Ozs60b9+ed95555rjGnMd1qWMjbkOr7Rjxw7UajVdu3a9Zl9jrsMr/V4Z76Q6FG4P0fBpAJWVlXTp0oXFixfX6fiamhr8/f158cUX6dKly+8e5+HhQW5ursPm5OR0qy67zv5s+bZt28bAgQNZu3YtGRkZ3Hvvvdx///3s379fPiY9PZ0xY8YwYcIEDhw4wIQJExg9ejS7du26XcW4odtRRmi8dejq6srs2bPZtm0bx44d46WXXuKll17ik08+kY9p7HVYlzJC463DWuXl5UycOJH+/ftfs6+x12GtG5UR6r8Oa+f43Owm1I1Yzt7AFAoF33//PQ8++GCdju/Xrx9du3bl3XffdXg9OTmZuXPnUlZWdsuv8Wb82fLV6tixI2PGjOHll18GYMyYMej1etatWycfM2TIELy9vUlJSbmVl/yn3aoyNrU6HDlyJK6urixbtgxomnV4dRmbQh0+/PDDtGnTBpVKxQ8//EBmZqa8r6nU4Y3KWJ91WLucvW3CdFTqm4srZLXUcHKHWM5eF6LHpwkxGAyEh4cTGhrK8OHDr+lNaCxsNhsVFRX4+PjIr6WnpzNo0CCH4wYPHkxaWlp9X94tcb0yQtOpw/3795OWlkbfvn3l15paHV6vjNC46zApKYns7GxeeeWV6+5vCnX4R2WExl2Hwh8TDZ8mon379iQnJ7NmzRpSUlJwcnIiISGBrKyshr60P+2tt96isrJSzvoLkJeXR2BgoMNxgYGB5OXl1ffl3RLXK2NTqMPQ0FB0Oh2xsbHMmjWLKVOmyPuaSh3eqIyNuQ6zsrJ47rnn+PLLL1Grr7/upbHXYV3K2BB1aJNuzSbUjVjV1UTEx8cTHx8v/5yQkEC3bt344IMPeP/99xvwyv6clJQUFixYwOrVqwkICHDYp1AoHH6WJOma1xqD3ytjU6jD7du3YzAY2LlzJ8899xytW7dm7Nix8v6mUIc3KmNjrUOr1cojjzzCq6++Stu2bW94bGOtw7qWsSHqUMTxqV+i4dNEKZVK7r777kbxTbPWV199xeOPP86qVasYMGCAw76goKBrvlUWFBRc8+3zTnejMl6tMdZhZGQkAJ06dSI/P58FCxbIjYKmUoc3KuPVGksdVlRUsHfvXvbv38/s2bMB+3CsJEmo1Wo2bNhAYmJio67Dupbxao2lDoW6E0NdTZQkSWRmZhIcHNzQl1InKSkpTJo0iRUrVjBs2LBr9vfo0YONGzc6vLZhwwZ69uxZX5d40/6ojFdrbHV4NUmSqKmpkX9uCnV4tavLeL39jaEOPTw8OHToEJmZmfL297//nXbt2pGZmUlcXBzQuOuwrmW8Wn3UoXQLhrlEj0/diR6fBmAwGDh16pT885kzZ8jMzMTHx4eWLVvy/PPPc/HiRb744gv5mNpVBwaDgcLCQjIzM9Fqtdx1110AvPrqq8THx9OmTRv0ej3vv/8+mZmZLFmypF7LVnuNf6Z8KSkpTJw4kffee4/4+Hj5G6WzszOenp4APPHEE/Tp04dFixYxYsQIVq9ezaZNm0hNTa338sHtKWNjrsMlS5bQsmVL2rdvD9hj3rz55pvMmTNHPkdjr8O6lLGx1qFSqSQ6Otrh/QEBATg5OTm83pjrsK5lbIg6FJGb65kk1Ltffvml9jl32B599FFJkiTp0Ucflfr27evwnusdHx4eLu+fO3eu1LJlS0mr1Ur+/v7SoEGDpLS0tPor1BX+bPn69u17w+NrrVq1SmrXrp2k0Wik9u3bS99++239Feoqt6OMjbkO33//faljx46Si4uL5OHhIcXExEj//ve/JavV6nDexlyHdSljY67Dq73yyitSly5drnm9Mdfh1a5Xxvqsw/LycgmQIuOnS1G9/nFTW2T8dAmQysvLb8u1NiUijo8gCIIgNIDaOD7hcdNR3mQcH5ulhnO7RByfuhBDXYIgCILQgCRJgSTd3Mq4m31/cyIaPoIgCILQgGx3yDmaC7GqSxAEQRCEZkP0+AiCIAhCA7LdgmVdInJz3YmGjyAIgiA0INHwqV9iqEsQBEEQhGZD9PgIgiAIQgMSPT71SzR8BEEQBKEB2VAAN7cc3XaT729OxFCXIAiC0Cht27aN+++/n5CQEBQKBT/88MOfPockSbz55pu0bdsWnU5HWFgYb7zxxq2/WOGOIXp8BEEQhEapsrKSLl26MHnyZEaNGvWXzvHEE0+wYcMG3nzzTTp16kR5eTlFRUW3+EpvzAY3P9R1Ky6kmRANH0EQBKFRGjp0KEOHDv3d/SaTiZdeeokvv/ySsrIyoqOjWbRoEf369QPg2LFjfPjhhxw+fJh27drV01VfqzY7+82eQ6gbMdQlCIIgNEmTJ09mx44drFy5koMHD/K3v/2NIUOGkJWVBcCPP/5Iq1at+Omnn4iMjCQiIoIpU6ZQUlLSwFcu3E6i4SMIgiA0OdnZ2aSkpLBq1Sp69+5NVFQU8+bNo1evXiQlJQFw+vRpzp07x6pVq/jiiy9ITk4mIyODhx56qF6v1XqLNqFuxFCXIAiC0OTs27cPSZJo27atw+s1NTX4+voCYLPZqKmp4YsvvpCPW7p0Kd27d+fEiRP1NvxllUAhhrrqjWj4CIIgCE2OzWZDpVKRkZGBSqVy2Ofm5gZAcHAwarXaoXHUoUMHAM6fP19vDR+LaPjUK9HwEQRBEJqcmJgYrFYrBQUF9O7d+7rHJCQkYLFYyM7OJioqCoCTJ08CEB4eXm/XKtQv0fARBEEQGiWDwcCpU6fkn8+cOUNmZiY+Pj60bduWcePGMXHiRN566y1iYmIoKipiy5YtdOrUifvuu48BAwbQrVs3HnvsMd59911sNhuzZs1i4MCB1wyR3U5WFChuMgChJAIY1pmY3CwIgiA0Snv37iUmJoaYmBgAnnrqKWJiYnj55ZcBSEpKYuLEiTz99NO0a9eOBx54gF27dhEWFgaAUqnkxx9/xM/Pjz59+jBs2DA6dOjAypUr67UcFunWbELdKCRJjAwKgiAIQn3T6/V4enpCl5koVLqbOpdkrYED/6a8vBwPD49bdIVNkxjqEgRBEISGJN2CycmiC6POxFCXIAiCIDQo6RZtdbNw4ULuvvtu3N3dCQgI4MEHH+TEiRMOx0yaNAmFQuGwxcfHOxxTU1PDnDlz8PPzw9XVlQceeIALFy78lRtQr0TDRxAEQRCaka1btzJr1ix27tzJxo0bsVgsDBo0iMrKSofjhgwZQm5urrytXbvWYf/cuXP5/vvvWblyJampqRgMBoYPH47VemeHUxRDXYIgCILQkP5ch83vn6OO1q9f7/BzUlISAQEBZGRk0KdPH/l1nU5HUFDQdc9RXl7O0qVLWbZsGQMGDABg+fLlhIWFsWnTJgYPHvzny1BPRI+PIAiCIDSoWzfUpdfrHbaampo//N/Ly8sB8PHxcXj9119/JSAggLZt2zJ16lQKCgrkfRkZGZjNZgYNGiS/FhISQnR0NGlpaX/hHtQf0fARBEEQhCYiLCwMT09PeVu4cOENj5ckiaeeeopevXoRHR0tvz506FC+/PJLtmzZwltvvcWePXtITEyUG1J5eXlotVq8vb0dzhcYGEheXt6tL9gtJIa6BEEQBKEhSRJItps/B5CTk+OwnF2nu/Ey+dmzZ3Pw4EFSU1MdXh8zZoz87+joaGJjYwkPD+f//u//GDly5A0uQ0KhuLODKYoeH0EQBEFoSJJ0azbAw8PDYbtRw2fOnDmsWbOGX375hdDQ0BteYnBwMOHh4WRlZQEQFBSEyWSitLTU4biCggICAwNv8obcXqLhIwiCIAgNynaLtrqRJInZs2fz3XffsWXLFiIjI//wPcXFxeTk5BAcHAxA9+7d0Wg0bNy4UT4mNzeXw4cP07NnzzpfS0MQQ12CIAiC0IzMmjWLFStWsHr1atzd3eU5OZ6enjg7O2MwGFiwYAGjRo0iODiYs2fP8sILL+Dn58d//dd/ycc+/vjjPP300/j6+uLj48O8efPo1KmTvMrrTiUaPoIgCILQkCTbLZjjU/f3f/jhhwD069fP4fWkpCQmTZqESqXi0KFDfPHFF5SVlREcHMy9997LV199hbu7u3z8O++8g1qtZvTo0RiNRvr3709ycjIqlermynKbiVxdgiAIgtAA5FxdHSaBSntzJ7Oa4FiyyNVVB2KOjyAIgiAIzYYY6hIEQRCEBvXnJif//jmEuhANH0EQBEFoSPU8x6e5E0NdgiAIgiA0G6LHRxAEQRAa0hUBCG/qHEKdiIaPIAiCIDQoMcenPomhLkEQBEEQmg3R4yMIgiAIDUlMbq5XouEjCIIgCA3pFmZnF/6YaPgIgiAIQoMSc3zqk5jjIwiCIAhCsyF6fARBEAShIYnl7PVKNHwEQRAEoSGJyc31Sgx1CYIgCILQbIgeH0EQBEFoSKLHp16Jho8gCIIgNCjp8naz5xDqQgx1CYIgCILQbIgeH0EQBEFoULdgqEvE8akz0fARBEEQhIYk5vjUKzHUJQiCIAhCsyF6fARBEAShIVnNNx+A0Ga5NdfSDIiGjyAIgiA0AK1WS1BQEHnnN96S8wUFBaHVam/JuZoyhSSJONeCIAiC0BCqq6sxmUy35FxarRYnJ6dbcq6mTDR8BEEQBEFoNsTkZkEQBEEQmg3R8BEEQRAEodkQDR9BEARBEJoN0fARBEEQBKHZEA0fQRAEQRCaDdHwEQRBEASh2RANH0EQBEEQmo3/B80N3XHs9xbgAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from matplotlib import pyplot as plt\n", "import contextily as cx\n", "from matplotlib_scalebar.scalebar import ScaleBar # Needs to be installed (mamba install matplotlib-scalebar)\n", "\n", "districts_wm = districts.to_crs(epsg=3857) # Convert the CRS of our data to match the CRS used typically by web map tiles (Web Mercator)\n", "ax = districts_wm.plot(\n", " column='area', # Colorize the polygons by values in this column\n", " cmap='cividis', # Select a colourmap\n", " legend_kwds={'label': 'Area [km²]'},\n", " legend=True,\n", " alpha=0.8);\n", "ax.set_title('Size of districts in Tirol')\n", "cx.add_basemap(ax) # Add a basemap from an xyz tiles provider (default is OSM)\n", "ax.add_artist(ScaleBar(dx=1)) # Add a scalebar" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## More vector data processing\n", "\n", "Much more can be done with GeoPandas, such as [spatial joins](https://geopandas.org/en/stable/docs/user_guide/mergingdata.html), [buffers](https://geopandas.org/en/stable/getting_started/introduction.html#Buffer) and [spatial intersections](https://geopandas.org/en/stable/getting_started/introduction.html#Geometry-relations)." ] } ], "metadata": { "kernelspec": { "display_name": "geopython", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.13" } }, "nbformat": 4, "nbformat_minor": 2 }