{ "cells": [ { "cell_type": "markdown", "id": "c057c252", "metadata": {}, "source": [ "# Building Amenity Metapaths on Streets from OpenStreetMap" ] }, { "cell_type": "markdown", "id": "0fe35111", "metadata": {}, "source": [ "This notebook introduces the way of adding metapaths on heterogeous graph using functions from `city2graph`." ] }, { "attachments": { "image.png": { "image/png": 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" } }, "cell_type": "markdown", "id": "0d9e9b43", "metadata": {}, "source": [ "## What is a Metapath?\n", "A **metapath** is a composite relation that defines a path through a heterogeneous graph, connecting nodes across multiple edge types.\n", "\n", "For example, consider a heterogeneous graph with three node types:\n", "- **Amenity** nodes (e.g., cafes, restaurants)\n", "- **Segment** nodes (representing street segments in a dual graph)\n", "\n", "And edge types:\n", "- `(\"amenity\", \"is_nearby\", \"segment\")`: connects an amenity to its nearest street segment\n", "- `(\"segment\", \"connects\", \"segment\")`: connects adjacent street segments\n", "\n", "A metapath like `Amenity → Segment → Segment → Amenity` represents a walk where:\n", "1. Start at an Amenity\n", "2. Move to a connected Segment (via \"is_nearby\")\n", "3. Move to another connected Segment (via \"connects\")\n", "4. Arrive at another Amenity (via \"is_nearby\", reversed)\n", "\n", "This captures the idea of \"amenities accessible via walking two street segments apart.\"\n", "\n", "![image.png](attachment:image.png)" ] }, { "cell_type": "markdown", "id": "b9eda8ab", "metadata": {}, "source": [ "This walkthrough pulls the real street network around Soho (central London) from OpenStreetMap with ``osmnx``. We convert the primary street graph to its dual representation where street primary edges become street dual nodes and connections between adjacent street primary edges become street dual edges. We build a heterogeneous graph where amenities are attached to their closest street dual nodes. Finally, ``add_metapaths`` materialises Amenity → street dual node → street dual node → Amenity walks so we can analyse higher-order access between attractions." ] }, { "cell_type": "code", "execution_count": 1, "id": "5bcaa1c6", "metadata": {}, "outputs": [], "source": [ "import geopandas as gpd\n", "import osmnx as ox\n", "import pandas as pd\n", "\n", "import matplotlib.pyplot as plt\n", "from matplotlib.lines import Line2D\n", "from matplotlib.animation import FuncAnimation\n", "\n", "import city2graph as c2g" ] }, { "cell_type": "markdown", "id": "33981bbe", "metadata": {}, "source": [ "`city2graph` provides direct support for objects obtained from `osmnx`. We first construct the dual graph from the primary street network of Soho." ] }, { "cell_type": "code", "execution_count": 2, "id": "2141c603", "metadata": {}, "outputs": [], "source": [ "# Download and project the street network to British National Grid (EPSG:27700) for metric distances\n", "# Data should be obtained from Only in Soho, London\n", "G_drive = ox.graph_from_place(\n", " \"Soho, London\",\n", " network_type=\"all\",\n", ")\n", "G_proj = ox.project_graph(G_drive, to_crs=\"EPSG:27700\")\n", "\n", "# Convert to dual graph\n", "street_primary_nodes, street_primary_edges = c2g.nx_to_gdf(G_proj)\n", "projected_crs = street_primary_edges.crs" ] }, { "cell_type": "markdown", "id": "96f686b2", "metadata": {}, "source": [ "We also fetch the amenity POIs in the same extent." ] }, { "cell_type": "code", "execution_count": 3, "id": "3f456e8f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Street primary edges: 2,163\n", "Street primary nodes: 784\n", "Candidate Amenities: 432\n" ] } ], "source": [ "amenity_tags = [\"cafe\", \"restaurant\", \"pub\", \"bar\", \"museum\", \"theatre\", \"cinema\"]\n", "amenity_candidates = ox.features_from_place(\n", " \"Soho, London\",\n", " tags={\"amenity\": amenity_tags},\n", ").to_crs(projected_crs)\n", "\n", "print(f\"Street primary edges: {len(street_primary_edges):,}\")\n", "print(f\"Street primary nodes: {len(street_primary_nodes):,}\")\n", "print(f\"Candidate Amenities: {len(amenity_candidates):,}\")" ] }, { "cell_type": "markdown", "id": "935cb7f9", "metadata": {}, "source": [ "With the obtained street primary edges and street primary nodes, we construct a dual graph using `dual_graph`. In this dual representation, street primary edges become street dual nodes, and adjacencies between street primary edges become street dual edges, effectively flipping the primary graph to facilitate higher-order network analysis. This transformation allows us to model connectivity at the segment level, where each street dual node represents a street segment and street dual edges represent possible transitions between them." ] }, { "cell_type": "code", "execution_count": 4, "id": "6d6e9eba", "metadata": {}, "outputs": [], "source": [ "# Convert to dual graph\n", "street_dual_nodes, street_dual_edges = c2g.dual_graph((street_primary_nodes, street_primary_edges))\n", "\n", "# Drop the multi-index\n", "street_dual_nodes = street_dual_nodes.droplevel(2)" ] }, { "cell_type": "markdown", "id": "5afa9e5a", "metadata": {}, "source": [ "Next we clean the raw GeoDataFrames so they are ready for ``bridge_nodes`` and ``add_metapaths``." ] }, { "cell_type": "code", "execution_count": 5, "id": "d0b99bc3", "metadata": {}, "outputs": [], "source": [ "# Name street dual nodes\n", "street_dual_nodes.index.name = \"segment_id\"\n", "\n", "# Add distance to dual edges\n", "street_dual_edges[\"distance_m\"] = street_dual_edges.geometry.length\n", "\n", "# Collapse complex Amenity geometries to points within the projected CRS\n", "amenities = (\n", " amenity_candidates[[\"name\", \"amenity\", \"geometry\"]]\n", " .copy()\n", " .explode(index_parts=False)\n", " .dropna(subset=[\"geometry\"])\n", ")\n", "non_point_mask = ~amenities.geometry.geom_type.isin([\"Point\"])\n", "amenities.loc[non_point_mask, \"geometry\"] = amenities.loc[non_point_mask, \"geometry\"].centroid\n", "amenities = amenities.set_geometry(\"geometry\")\n", "amenities[\"name\"] = amenities[\"name\"].fillna(amenities[\"amenity\"].str.title())\n", "amenities = amenities[~amenities.geometry.is_empty]\n", "amenities = amenities.drop_duplicates(subset=\"geometry\").reset_index(drop=True)" ] }, { "cell_type": "code", "execution_count": 6, "id": "6911ce6b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Filtered Amenities: 432\n", "Prepared street dual edges: 4,157\n" ] } ], "source": [ "# Prepare directed street dual edges (u, v) with metric distances\n", "street_dual_edges.index.names = [\"source_segment\", \"target_segment\"]\n", "street_dual_edges = gpd.GeoDataFrame(street_dual_edges, geometry=\"geometry\", crs=projected_crs)\n", "\n", "print(f\"Filtered Amenities: {len(amenities):,}\")\n", "print(f\"Prepared street dual edges: {len(street_dual_edges):,}\")" ] }, { "cell_type": "markdown", "id": "82293083", "metadata": {}, "source": [ "Bridge every amenity to its nearest street dual node so the heterogeneous graph links amenities back into the street network. For the example of ``bridge_nodes``, please see [this notebook](https://city2graph.net/examples/generating_graphs_by_proximity.html)." ] }, { "cell_type": "code", "execution_count": 7, "id": "0f953c09", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Amenity→segment links: 432 (≈1.0 per Amenity)\n" ] } ], "source": [ "_, bridge_edges = c2g.bridge_nodes(\n", " {\"amenity\": amenities, \"segment\": street_dual_nodes},\n", " proximity_method=\"knn\",\n", " k=1,\n", ")\n", "amenity_to_segment = bridge_edges[(\"amenity\", \"is_nearby\", \"segment\")].copy()\n", "amenity_to_segment = amenity_to_segment.rename(columns={\"weight\": \"distance_m\"})\n", "amenity_to_segment.index.names = [\"amenity_id\", \"segment_id\"]\n", "\n", "nodes = {\"segment\": street_dual_nodes, \"amenity\": amenities}\n", "edges = {\n", " (\"segment\", \"connects\", \"segment\"): street_dual_edges,\n", " (\"amenity\", \"is_nearby\", \"segment\"): amenity_to_segment,\n", "}\n", "\n", "avg_links = len(amenity_to_segment) / max(len(amenities), 1)\n", "print(\n", " f\"Amenity→segment links: {len(amenity_to_segment):,} (≈{avg_links:.1f} per Amenity)\"\n", ")" ] }, { "cell_type": "markdown", "id": "833a74d9", "metadata": {}, "source": [ "With the heterogeneous graph assembled, we can ask for Amenity → street dual node → street dual node → Amenity metapaths and aggregate their total walking distance. In this example, we have totally 5 hopes of streets between amenities (4 street → street relations in between). By specifying `edge_attr` and `edge_attr_agg`, we can also calculate the statistics on edge attributes that are common across edge types (e.g. distance, travel time, etc.)." ] }, { "cell_type": "code", "execution_count": 8, "id": "bc8699a8", "metadata": {}, "outputs": [], "source": [ "metapaths = [[(\"amenity\", \"is_nearby\", \"segment\"),\n", " (\"segment\", \"connects\", \"segment\"),\n", " (\"segment\", \"connects\", \"segment\"),\n", " (\"segment\", \"connects\", \"segment\"),\n", " (\"segment\", \"connects\", \"segment\"),\n", " (\"segment\", \"is_nearby\", \"amenity\")]]\n", "\n", "nodes_with_mp, edges_with_mp = c2g.add_metapaths(\n", " (nodes, edges),\n", " metapaths,\n", " edge_attr=\"distance_m\",\n", " edge_attr_agg=\"sum\",\n", ")" ] }, { "cell_type": "markdown", "id": "7b9e45eb", "metadata": {}, "source": [ "As seen below, one edge type has been added:" ] }, { "cell_type": "code", "execution_count": 9, "id": "a4612c64", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('segment', 'connects', 'segment'): 4,157 edges\n", "('amenity', 'is_nearby', 'segment'): 432 edges\n", "('amenity', 'metapath_0', 'amenity'): 776 edges\n" ] } ], "source": [ "for edge_type in edges_with_mp.keys():\n", " print(f\"{edge_type}: {len(edges_with_mp[edge_type]):,} edges\")" ] }, { "cell_type": "code", "execution_count": 10, "id": "7fb20469", "metadata": {}, "outputs": [ { "data": { "image/png": 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XFxdetFnvazz//IsiNqHLP/7xT9RU10h2g9s2ETS3tODtt9/FLTffhiWLlyMsNBIbNmzCs88+LyIeLN/55z//PuzXZaaI7Nq5u89j3M/61rihcuDAQbz5xltjti7/+Mf3yvWEn/nbrd/1WXN+/jNNJuP2O27DeDCcY9bT00PWDB6zv/jFryQLp6WhoQGP/vyXci1ndozZNX3QftDNCvO1uG+4hnEtYkmfYuahHI0ZClPFLAHQdSy0fPzRx2LoL1q8SC5I/cG0em94EdQ6Lbt39V3IszKz5Kebq1ufMiyi7RHpDRequLg4MURYw90bOjRcxHqTlqZJb7u7uWOsoBoUywpY0sALiK56D9PmWlWh0cDyKJZJsVxK1ykcrGxKux+/+eZbvWVbmsbfo/L7/H4W+4HgNrH0gKUVf/jj7/DMM3+WfgJeEElgYP+1tB999LHe+z/++BP5yXKc3lhaakqhHnnkp3jiyT/Je/HGMjoSFBiAkTKcY4bHNI1rlv/96te/kDK/8SQuNk4Mwr7blta1bcPr06DxdMGGzVLa9s+X/4WDBw+J4ch1gBd+liz0lu/Ufh9Ux9JXDrf1m2/FmGAZx6zo6FF/hiVLlugtWdTy/nvvy89FixYO2hsy1rBPhYEQ8tGH+o/jDz7QrKMMEOhjx3b9M2+6jzf3c8fbosULu8rHEpCWqtlfutDRoWPTm+joaHGKWZqzY0ff9+Pxzu9Ts51L+9nOHX3u4/efk5vTtZ3DO/ZGCo+dX/7iV9i3b784uyzj5b7420t/l/IbOk6rVq/Cxo0XDOt1z5yOlZ9/+esLcuwPt49uIL75+psxW5d5PVm9ZrX8/uUXX/V7LaIjzzLl/nrkRsPwjtlFsi8TEhL1lpCyHHrvnn0DniMfffSR3mNPaxdo1wjFzEL1aMxQGNVkzSgjBXt71RSXlZWLk8Cae/ZwPPvMc3pfI7+r9rs3DfUN0mTbu9aUaCM5jNLo4uvrIz9Zc8rbQLAvYKjboo2mjvUi/Oorr8kF4dbbbumuyWZtKaMurC1nDf9o+OrLr/Hb3z6Gq6++SuRI2aCozXQMhHY/sqeFt+Hux4Hw9/fHv/79MsLC+s+E9NdETfRlJ+T+HM39Hh49nUHuz2ee/bMcS/1hbdP/+w3GcI8ZqrL94+W/4wc/+L7caMwx8rt/3358/PGnY6ogld+PGtq5bet5/gwFGjOs1+eN0FifN28u7rv/J1i1aqX0JjF6yUylrhGRm5vX72vyMTax6nN8hvsZtAZsf++Xna0xdFmrzp6R8vKRNbePBO220eHUzdDo277+DHF96yFh/0Tv/eHRve/1nzOax/K65x+d287Bv7PsnLHbzoFghnLhgr6SyS+//M9RZ/+YBaURvGnzRqzfsE56hwiPi1/96hd9ns+eiZdf1mTSnn76GYRHhEt/GG/MjtChYz/Qp59+JpnbkdJf78FI1mV+Fu16SjGMwbC3dxBjfiwZzrGgXQMGOmazc7L7PfYYpNTX86h7PPe+RihmBsrRmOFN4FwoqF7RG+1CwJImljL1lsQknXru6/F458CP66KNULJEomyQkqN8PYv5YNsy1tAY+2Xho9KkRuciLzcPt3aVLIw2m6HN4PA9mMmgog0dsw+7IqZD2Y9sVM3pMnz6IzUldVjb9PLLfxMng+Vt//rnv5GamiZGFyOLzDRRhWk0MIKnhco4jLKzXIkReBoAvIjTUaXBzFIyKpid+4/hM9xjhk7eiuWrsG79WixevFgcTRroNFYeePB+3HXXPT1KBUfDRBzPPKfZmH/7bXfis88/QXT0LGzcdEG3ozFaJvqcnOoMZz2cTHh+jQV0MrTCGr1Lb8aizJCZsU3Y2O2UESsrS73vefjQ4W5HgyWtl15yuWTsWL7HrAYbq1nadO+9P8LTf34G//znv0e0TfoypCNdlw0Nz61u/WX5dOlPhGMmHbO61wjFzEE5GjMQF1cXMY4Io8UDRYwZIaMakb561rGE9fLBwcF47733B1ULmgow/c0eFJb03HLLzXj3nXexYuUKiWp//tkXY/Ie77/3gTgazGbQmP+wn5INXbRzQaia8p9//xdjBWuzGT3lRfquH/6oT/qf2Y7B8PHx0at6QkeNFBYWdd+3YcM6cTK2bv0WTz3VdyKvfz9SouMNyzd4fGqPUZ47jFDeeNMNePrpp8QRmW7Q4WApFR0NRweH7vtZrqIbjdWHT9d3RwWu0VJUVCzlSXw/fcpY2u2gMadb/z0RcNu03zdLk/RlNbRlptrnjur9uvYnlZb6Q9u/1XM7i3p8L/rw9fEZs+0cCA7ZG89Be4z4kzqdfgcGI/z9gob0/8xg8KbNXlKG9vd/+B0e+dnD+PrrrcjpyvyMBSNZlznMk9kWroPsh5qImTtjccwOtF74+vR/jrC/iRkcfVkN7Xmge41QzBxUj8YM5NprroaxsTFOnTwli3J/N0aSB5upMVbs2a3p99A3H2Gi0UaGBqvdZXMzjZ4tW66RUhpGrd5774MBJYGHA6PNLBFguQYNbs7XGPJ+HGaTdEtX872Rsf7Ygl2XxntJSbHeGuMre+m56+PKq67Qe/9VV2ru1170dd9PX/aKXH75ZXrvb2nRfo6xq7seCH43Tz75VLfhp0+oYDrg5ekpPwu7DFXd74ON4vpKDylty7Kp2tpaxMf1nWI/XA4f1pR06YtI6/YpMSo8XNno0UIDnvKmsn06cxF0ueZaTc+btjRtNBw9clQcwFmzovTOEKBEKst/esM+NjpBNMIpB9wbZrA5o0eznT2FGaYTNL5ZMqXbczEaKO/91lvvICkpSdZ97l8tLa0to15TRrIu8/tnWab83yUXjXA9n5h1UHvM8ryMjIzssf90A5wMWg50jlypZz4Hs+VasQrtGqGYWShHYwZCbeyBmnO1fPTRJ939HANlPcYCqouw/IgLyqOP/gxWVlZ9nuPi4iw6++ONNioYGhoy4PMYYfrss8/los6ItmQ53nhzTLfl8suuxLy5C2XOxFBgrTL7BubMnSPNvfq+NxrDHOal60gVFRZ2ZybohPYmMyNTsiqcfdG7aZu9FN/73p2DbtvNN9/U53+/9707ZFtprGqbfYm2TpqqUrxAaaEzx1kWLHfoz/Cno+fi4jLoULPhwNkurDlnNLs367sMOkbZ+6vfn0yYdePAPX0DBXkMcPCeVoHoi881jcKECmeMEDOr+evHftXjeGEWik3x2lJBGmpjoeZGEQo29/YeRMZSOW4n0RcR1g4k0ycoMFb859//kZ8/ue/ePoYUxRE4O4B15u92qWONNgJO9S3u8z/+6Q89jjuev3/44+/1NsTze3jjdc0a9Ktf/1KOWy08rzmwj715jNZP9czxDTdcr1fhisfef/77Lymv5P4eTCCjNz/44fdFIak3dOi0mdm8/HMBjqKuKHrIKAQgRrouv/iXl2Q9++UvH5V+PX2lQ1SpYq+KLtr1PDRk4GvYWMJjlmsGj0sOF9QdQEjH8Mkn/yT9VQyg9dfD+JOf/LiH6hY/L+0Bfl/sF9n6zdQ+ZhUjQ5VOzTA4OIdTRpubmvG5jlGhj9TUVMTFxUtJxVVXX4n//uf/xm27mCK+447v43+v/EeG1d1w4/VIOpskEVYLcwsEBPpLaRUHZL377ugv5ANBZZC77vqBTIA+dPAw6uo1xuNTTz7dp2SDTeHajA8baftrBpzI+uof/uBuvPLqfyUyTAPy7NkkFOQXwMTURNLadBZodLBWWhsZ5kWC2RMqen377deIjYuTC1xlRSX+/OdnxKl6/bU3cOf37hBZ1GNHj6G4pERUpnh8UPKTA+0GywC9/c6b8r9Ms/OCQoONDszPfvZoDzlg9oFQUYXyibt2bRep28aGRqmldnVzxcv/+Cd+dM/dfd6Dr8X/ZWbs62++xPHjx+XYIpRXHCl0Wv785yfxhz/8Tsq/6BQT/wA/mTLM6OMTTzylt5dpsuFFnkMIeaP4A48Hysw62DsgIjJcDE/y97/9A/v3H+iR2bvnR/fKkDGWB65ds0bUq6ysrUSGk0YDh3j95cW/jsl2Jien4DePPY4//un3IghB55VNvBzYx34YGjAc2EcVIl10jS8OBxsudGQ5qbk/4hMS8NivfysR73nz5+Pqq6/E5198KsckG9I5cI1y3jzO7r/vwR5S4aPhN4/9FhEREaLQs2//bskw8bPy78rKKmz7bpsIdvTmhRf+guiYaBlquX3HdxI9rq+rl2GJzLpx++750U/0DlmcStxyy00yvDElJRWZmZlobWmVkjBGzNmzxs9x9133DLuk6Cc/vlcaxtnjQfUkZqXptDB4weg5VcV0hxnymGfwiec5p11zeGhrW6uIc1CeezzXZW7Hgw/8VCZ8P/f8MzJdOy01FeUVFWLI839ohDNAoCt/S8fm/gfuE9nb0LBQOe+5Nm3ftkPWx/GCcuF02His7d27S469tnYO7FssssJ0cB+4/0G9/8trJ4VUuI95rFdVViFmdoyUU7I37/77HhiTgIZi6qEcjRnGli6jePuOHWJsDAanVNOQ5EyN8XQ0tI7N5k0X46abb5SyDJYGcMHihYS1mf/+93/x3QRMpX3+ueelkXXT5k24YOOGbmUNyir2djR4sWBJE401GuJTAW7PlVdcIyUel1x6sUSy6UBUVVVL6dNbb70tF5zei/aP7r4HP/v5I2LIMLPEiy4NajoahLMUziYlidE5K3oWIts7kJScLNkWyg8O5mj84Q9/QkZGhmR/Ns6OQWtrmzT/00npHeHihZZTcu+590e4cPMmLF++TDTu+by7774X1tZWeh0N8stf/FouUpSGvPDCzTIBeLSOBhWFfvf4H7B4ySJxkNasXS1GH2uNaZi88sprcpGcisj+PXlKZIl5LlMKkxFVOhI0QHbt2o333n1f79RdOnsXXXgp7v7RD0X4gM3i/D9KWFIG+9133x/TMqZ33nkXZ8+elagzm3N57DLbxW1kxkPXEdLCz6R1VFgOOlx4fnOd6Q/dUsifPvSwlMEwEML3pRNHB/mD9z8UNaWRTqvWB1/3isuvEoOR6yEzy+XlFWJUPvfcC3rVlQi/n9tuvQM33HCdBIi4H3kOcA3lccqS2LFWJxoPXnn1NaxetQrhEZosKrM6FMngGkRVxDfeeGtEymOP/ea3sp7ExMRI4M3SwhKlpaVybL3z9rvdClZa6JDdessdeOSRhzB33jxx/ph1YIP5UB2N0azLFGeIjY0Vp2HFihWY3yXJS9GU7OxsvP7a69JTogvlZTnFnecRgzP8vHTUmZ0ZT0eD18errrpWJtDzM65ctULel0pUDBByf/Vrd3R24t57foK77v4hrrrqCixetAgNjRpRFM520SfzrJg5TPrUQHVTt6l643Rl7ST0yd6WqXobbNK6uqnbaG73/vgeOb42bFg/6duibuqmbsO7aSeDc/L3ZG+LumFSbqpHQ6HoB0ZqHnzoAfn9v//932RvjkJxXrJq5QqRHh7PSK1CoVAoxgdVOqVQ9OLaa6/GokWLpA6a6W+WTw23IVGhUIwN111342RvgkKhUChGiMpoKBS9YGPbtVuukSmllJ393p3fn3C5TYVCoVAoFIrpjkFXDZVCoVAoFAqFQqFQjBkqo6FQKBQKhUKhUCjGHOVoKBQKhUKhUCgUijFHORoKhUKhUCgUCoVizFGOhkKhUCgUCoVCoRhzlKOhUCgUCoVCoVAoxhzlaCgUCoVCoVAoFIoxRzkaCoVCoVAoFAqFYsxRjoZCoVAoFAqFQqEYc5SjoVAoFAqFQqFQKMYc5WgoFAqFQqFQKBSKMUc5GgqFQqFQKBQKhWLMUY6GQqFQKBQKhUKhGHOUo6FQKBQKhUKhUCjGHOVoKBQKhUKhUCgUijFHORoKhUKhUCgUCoVizFGOhkKhUCgUCoVCoRhzlKOhUCgUCoVCoVAoxhzlaCgUCoVCoVAoFIoxRzkaCoVCoVAoFAqFYsxRjoZCoVAoFAqFQqEYc5SjoVAoFAqFQqFQKMYc5WgoFAqFQqFQKBSKMUc5GgqFQqFQKBQKhWLMUY6GQqFQKBQKhUKhGHOUo6FQKBQKhUKhUCjGHOVoKBQKhUKhUCgUijFHORoKhUKhUCgUCoVizFGOhkKhUCgUCoVCoRhzlKOhUCgUCoVCoVAoxhzlaCgUCoVCoVAoFIoxRzkaCoVCoVAoFAqFYsxRjoZCoVAoFAqFQqEYc5SjoVAoFAqFQqFQKMYc5WgoFAqFQqFQKBSKMUc5GgqFQqFQKBQKhWLMUY6GQqFQKBQKhUKhGHOUo6FQKBQKhUKhUCjGHOVoKBQKhUKhUCgUijFHORoKhUKhUCgUCoVizFGOhkKhUCgUCoVCoRhzlKOhUCgUCoVCoVAoxhzlaCgUCoVCoVAoFIoxRzkaCoVCoVAoFAqFYsxRjoZCoVAoFAqFQqEYc5SjoVAoFAqFQqFQKMYc47F/SYVCoVAoFIrRcfmtD8A/JBLVNdWwtLRCYXYKPnn1xcneLIVCMQyUo6FQKBQKhWJyMTDApTfdD0//YORmZyAl4TQ6zRyQmpUHDzcXlFXUwC84arK3UqFQDBPlaCgUCoVCoZgQTMwssem6u2Dj6I7KshKknT0NdAKdnR1oMbJCVl4R/PwC8M2bLyA0cjbajCxhhDY4OdggJfnsZG++QqEYJsrRUCgUCoVCMeYYGhnD0tYJ1vYusLRzkr9bmxrg7uWPwpJKuLp7YOubz3U/P2LWbLQYWCIzMxveYQtweMdncPEOQU6SEZKOfI3QBRfAwMBQnBKFQjE9UI6GQqFQKBSKUWNubQ9rO2dY2bvA1NwS7W1taKgpR11VKUpyktDR3ibPK1+4GCHBkYhLTIWFjQMaayvl/i/feBFz1t+A+uoydHZ2wiMoBs0NtbB38oCZpQ0qi7Ph4O6HisLMyf2gCoViyBhAkpYKhUKhUCgUQ8PY1FwyFVZ2zuIs0JxorKtCfXUp6qvK0NrcMOhr2Ll4I2T+ehz/7g2go6P7Pv/o5agqzkFbazPMrezgExwDGzs71BamIr+oBKkndkzAJ1QoFGOBymgoFAqFQqHoFwNDI1jZOsHK3lkcCyNjE7Q2N6KuqgwVRVloTGOfxfBjltWleSjNS0XkkouRePCL7vuMjIxRlp+GheuvkQyJtbUlauoaERKzCGlpb0k5FjMlCoVi6qMyGgqFQqFQKLoxt7KFlZ2LOBZmFtboaG9HfU25lDQ1VJehva11TN9v9totKMlOQmFGrPzt4B4An7D5WLl6NUoq6uDt4Yz8whKUFBXg4FevwTN4NrLiDozpNigUivFBORoKhUKhUJynGJuYdWUqXGBp6ygys831NdJXQceipbFu3LfB0NgU8zfejIT9n3VnKuZvvAU2Zp3wDZ2NnLQEHN31OQKiVyA/9RQcPQORk3gEbS1N475tCoVidChHQ6FQKBSK8wEDA1jaOGD1ZbfDzskNleUlSDlzBHXVZaivKpWm7MlSdLJ18kTooo04/u3r0q/h7BMKd/8oJBz4DCHzNyDl2HcIXbhRzJaijFhpOC9M12RAFArF1EX1aCgUCoVCMQMxMjYVg1zkZW0dYWhsAnNLW1jbO8PNxQneHi74VkdedjKpKS9AaU4yIpdegsQDn6MsNwX+UUtham6NqpJcOHoEyE8La3uYWdrCxsENRUrqVqGY8hhO9gYoFAqFQqEYPZSAdfIMhF/kElFz8otaIv0WNWUFogjV3tIsmYG2uhKYGBsiPWlqZQSyEw5JKZdH0Gz5OzfpOILmrEFpbgqcvYJRXpAujzu4+aKqNE+kbhUKxdRGlU4pFAqFQjHNMDA07BqG5yo9FlRq4swJ9lbUVZagpalenkcDnT0NRZkJqCnLx1Snd7/GggtvR+yuD8SpaGmsl5+S2bBxkDIwJXWrUExtlKOhUCgUCsV0mVth7woLG3t0dnR0D8Njf4V2GJ4Wawc3eAbFoLIkF6W5ySOSn50sbJw8ELZoE05++zrcA2Pk79Tj2xA8dy2KshLFwWBJWFtLs3w2JXWrUExdVI+GQqFQKBRTDA6qo7Ng7eACE1NztLY0S6aioiBdyqAGKp/yCpmLlqYGpJ/eg/a2Fkw3assLUZJ9FhHLLpXMxsLQeTA0MkZNeSEMDQ1h6+SB3OTjUmLl6heupG4ViimMymgoFAqFQjGJ0IjmIDyWQVnaOUlZVFNdtTgWdVUlQ5JxZeO3R1AMTM0tRQKWZVTTnZjV16CsIA2GRibSBJ5+aheC5q4V2V0O9nPxDhHHig6VkrpVKKYmytFQKBQKhWICMTG3FKfC2sEV5pY2MhCvrlrTW8EyIJZFDRkDA7h4h0qDdGFGHGorijBTMDQ2xvyNtyLxwBeIXH4pTnz3Otx8I9Ha0iiOWUH6GQTPXYeqkhwldatQTFGUo6FQKBQKxbjOrnAUp4I9FkbGJlLWxEwFHYvRZB44e8I9IAoVRVkoy0vFTETbr1GalwpjY1Nkxe1H4OzV6OzsRMaZPZLFsXf1FUlcJXWrUEw9VI+GQqFQKBRjwJW3PwD/kCikJSfixKHd4mAwltdQW4n6yhKU56ePSc8EJWu9QuahqaEGaad2o6O9FTMV9msUZybCzsVLlKYyz+xBfXWplIo5uPmhKCMOTp5BokZVUZg52ZurUCh6oRwNhUKhUChGiIWNI1x8QmDv4oMWI1ukZubDyt5NDOTCtNMSeR8rjExM4Rk0B8amZtIM3dJYh/OB3KSjsHe7Gs2NtfCbtRw5iUcQOGe1DO7jbA0qUbEBXjkaCsXUQzkaCoVCoVAMESpBOXvTsfCGsZk52pqbUFWWh4zYfQjw80Zg+CykJiXAxScUbv6R0rRcWZwzqmZlA/Zh+IZLVL8wLVbKrs43Eg58Jv0aFn72yIzdh4bqMljau0gzeGk2HY05Iv1bfx7um8G4/LYH4B0QhoKsZHzy6ouTvTmK8wzVo6FQKBQKRT/YuXjL0DtbZ0/JKLQ01KGqlLMpUtFYWzGompSdsxfs3Xyl1IcD8+h0tDY3DOv96bCU56ehvCAD57uTN3vtFpkYXpB6EiELNqC6rAAFqafg4hsGN/8oxO/9eLI3c8rx0BP/RV5RGTxcHPGXx3442ZujOM9QGQ2FQqFQKIihIRzdA+DkESBNyIZGRiIzW1Wcg4QDnw+7VIlD9CqLs+VGyVo2b3uFzpW5GJwJQaejv9c0t7aXciA6M2knd/YZyHc+UldZjJyzR+EftRQ5iYdEYcvB1UccjdKcZESvuAw/+s3fUJSTpiL3OmSmxMMnKBJJySni/KpjSTGRqIyGQqFQKM5LTM2t4OQVBDsXH3gHzYKpmSnQ0YZTe79CaV7KuM1mMDAwFEeGkrSce1FbUSzOCBWoOAHcM3iOODmch9HaNPTsx/nCuht/Djtba1gatyEuPhFZ8QclW/S9R/+CsqoaONha4bVnHx6eTPB5khFy9Q1Dxpm9k70pivMIldFQKBQKxYyHkVyqQFnaOmLOiotgaGqJtpZmZCefQlluCsJnL4a7mwtsrS3x9atPjuu2UIaVhjFvlL+1cXSX8qiwOStgY+eAtvpyfP76C+O6DdMZY2Nj1NY3ICgqFPt3b4N7wCzZl+WFmTC1cUVZYS5C5m9AUWaCZh8rujNCnDjPieqF6Wcme3MU5wnK0VAoFArFjMLUwlomSS/fvEVmV1RXliE17pjIzDbUVMDdwxP1jc0ICA/E9refkf9pb21GY2Mj6quKJ3ZjOztFoYq3FRuvRntnJwL9oid2G6YZrW1tcLS3QWpampRNcYI4+2c+fe1FeIfNR0VhFprqq2XGhrNXEPKST6ClqX6yN3tKUJaXAp+IRSINzCyaQjHeKEdDoVAoFNMSNlhztgJvljYOUoZENVn2PTTWVcI/MBgNjS2wtfbFt28+1/1/NWV5aDGyQdrZc9Okj+/+Alb2ztIPMVlUlBXD2t6px3Yp+tLe1opP/v17zN94M1pbm1FbWQLPwNnITT6Gsvx0uPqESi9HfspJmTniG7kYdVWlKM5KUOVUAPKSjiFo7lqZw9JYWznZm6OY4ShHQ6FQKBRTGjZSs+RDnApr3uxE8rWttUUMJd6qSnL69DMUZqcgMCwa8QlnYWJmgdbmRrmfke/I5ZdJyZSWuupSOHsHYzJJSzwlDc5sQFfoh3NE2lqb0dHWInMz/KOWISv+AKJXXy2ORlNdFcysbOWYoVPRVF8jziMj+JpyqnjUlBXgfIazXTLj9iNozhrp1xivXiSFgihHQ6FQKBRTruxJm6UwNDbRGIx1VWisq5IBbc311UMahKdVHuJreYctkPkLWoqzEuEZFIOSnCT5u76yVJrDJxuW/XiHzkO16i3Qi6tfmPQakMwz+zB/863ISTiMRfPmYPmypcjNSML+nVtFFphqYVpYJsR9yv4EyhWf7+VU7a0tMvjQP3o50k/ukr4hhWI8UI6GQqFQKCa37MnaHiYWVqKB2NJUJxkKRvZLc5KkTGa08PWaG+vE+OQAPcIMCOv5+f58vKOjTaLgk4U2As8ZG+w3MDQ0QkdH+6Rtz1TFys4FqSc05W38zsryUuEfvQI/ufNqbN1zHCYmJvj8rX9IpkPX0ZDnt7chP+WEZMeknKqyRBzO89XIZh8LZYF9IxYhO/HwZG+OYoaiHA2FQqFQjAtX3v6AlC6lJsVj/7bPpOyJNfM0qtsHKXsaa6iyw9IZSsl2tLfK+7OsxtUnbEoYWcymaCPsVSV5sHP1QWVR1mRv1pSDTlhJTmL335nxB7Dh2nthYggUllbibGK8fLd0HigVrK8siAa2lFO5+8vQv8KMOGnGPx+h480MoqtfBEqyz0725ihmIMrRUCgUCsW4lD11mjkir7AM9i7eoq5UUZAuxv1kRJCZLShIOwPv0LnSKEzo4Dh5BnYPMaPcrZmlLZobaiZ8+8wsbCTrQiqLs+AXtVQ5Gr0wNrfuWzLX0QFL1Iti2L7vPkW7uYv073CKOr9bZiz6g/uXhrZn8LlyquFMbZ8psG8lIHoFbJ08ZJCkQjGWTF6eWKFQKBTTEkaKOfuBUVC/WcsQPH89guetg7t/JEzMOICuCHkpp9BYXw1vD2fUluVK4y57LCazTIW1/RyWZ2XvIn9Xl+ShvbUVjh6B8ndTQy2sHVwnzUnjwD7CiLwBDKS8THEO3/AFUlrXGwvUAwZGOHNkD4yMjOW45PwMW2evQV+TDiYdjML0WPhFLYFbQJQcI+cbWQmH5LObWdpM9qYoZhgqo6FQKBQKvTDSLxmKriyFGCFUe2puEvnYxtoqiQpr1Zx0Yd33/i9fx7dvlmIqkZdyEkFz1yD1xHYpoWEfhIO7r8wX4GeysnNCeX7ahG+XmYUV6qtKejQvO7j7SQ+CQoOjhz+qS/o2yQcGBiI9PRW+UUtRVZIrk9W531iWZ2HjiMbaikFfW1tO5egRcF6WU3V2tCMr7iACYlYg/dSuMemNUiiIcjQUCoXiPIelJiwZ0jZnW1jZwcDICB1trWisqxYDnOpM2oj7YNAhYdajvmpqORmkva1FGmDdA6Klb4NqVkYmZrC0dUJ9dbmU20wGMUvWISQkFLkZZ0UtiwZz4OxVytHQwcLKHkmHvu5zf1BQEOJPH5cMRuqJHSLb6hEYIwplzl4hyE3SlMoNBWbe2CNzPpZT8XNy9oj/rOVIP717sjdHMUNQjoZCoVCcp30U/MnyHJYzsXeCDkVlUTYK66tGNdiMEeX81FOYqjBbEOjuL+pDVaV5sHP2gotvGEqyk+AVPHtStik4OAQl5VXSPK8t6WFUWXf+x/kORQTqdLI+uhmNAwcOIC/5JNwDZonBbOfqjZLcZJjLzBXDYZXsUSwgL/k4zK3tpVeGpYAl2YlDklSe7tRXl6GyJAdeofNFoUuhGC3K0VAoFIoZxuW3PgC/4AhkpiXh6N5vMXvFhbB3cEZNZRkST+yXXom6imKJ7DPCP5ZY2TmjvbV5yNmPySI36Rj8Zy1F2sldcPOLZPGITBSnYT8Z5GUmSTblbGJCj+g6lZGUGhBg6+Qp5T29cXZ2ho2NDdLT0yVD5RU6VxrA7V194RU8R5q97Vy8JEM0XJjtSju5Q3p4qFgm5VQVRZjpVBRkiKPh6BkovysUo0E5GgqFQjHNYQO2lb0zrO1dJYLbae6AgpJyuHr5o6GmAlbW9jAzM8WsWVHY+uZz47otHsGzkRV3AFMdRr1ZIuPsHSIRbA5zo2E1WWiHCzKCbuvsKdOreWOTvXI0IDNPGuqq+ty/dOlSmJmborFRU96Ue/aYZKfoOBqbmcuUdX7HI3E0tFQUZqC6VNP7IeVUKSdmfJaJ2QyWoDHT2VBdNtmbo5jGKEdDoVAoplk/BRtcqY40b+VFsLSxlwzFsZ2fST0/m1ojo6LR2G6HttoSicC2N5SjorUVNaUjN7aGAgfisS9D3+yCqUhpbjJC5q9HdVkBZwXCwdVHUx7DwX2jKB0bDZTeDZm3Thrt6Qwxy8Kel6meIRpv2H9RlBHX4z4fHx889/zTMDU1xWuvv4JNGy9CblYCfMIXoLaiREqm3Pwj0N7W1u9MjaHCMjZmwZgdWXPNvZgVGYas1IRuB3EmkhV/AEFz1yIzdv9506eiGHvOPw03hUKhmEawh4I9BJ4hcyW6zQu/vauPRBrDw8NgamaG4JBQlOWniZNBPn/9ReSkxuPgrq3df6fFH0PsqXGsuTYwgJtfxIBzC6YiuUnHZX6AnZMn6qrLJLthbec8advD8iAOEGRZl8yDKMwUJaTzHVNzS+Ql9Tx+Fy1aKE4GsbS0lL+1Uq2Wto4y3I+SxRyEOJp9yN4Qlk/x/GNJVmhIEIxNTBEUHoOZDJ2r7IRD8I9eBgNDo8neHMU0RTkaCoVCMYWg+pOTV7CU0DDa7hu5GKaWNqgqzkbaqV0iwVmQdlrmBGSnJcLN2R4pKX2ViXKTj8EjKEYkaklxZoI0t47XnAiWlFQUZUsT83SCzhnVpqg6RVlbQyMTWNlp5mxMFsxelOWnwzNknsz+sHFwm9TtmSq0tfXMSBw9egwNDZpIO3/yb1KWmwJDIyMYGhqLs0GnQ4ZGDhOKJfhELELw3LXyehln9orhXZCVLA5helIsZjo8Frl2cMaIQjESDKSQUaFQKBQTDqOEnNvA3go2UdOYYaairqoUdZUlQy5XoGNibGomBsG5FzdA1PLLxUGhAhSj46ELN4qaFGdIjKWCDp0ZRntTjm+TCeDTDUasZ6/Zgsy4A/CPXi7lZhlTQN6Ts0hY1sXhiJx0PZR5EDMRStUGzF6Jg5/8vc9jLJ9iJoNORm7uudJAR88gBM9dI70ZlcU54gizFIizNQY7lpn9cHDzkwnxpV3zOM53OATR0NBIpogrFMNBORoKhUIxQVDRiE4FswrmVrbo6OgQOUk6FQ015aPKBrBxkw6FtnyKuAdGi8FETXzW+rOZlUY1a9XHssSJhmBDbYUo/ExXLrr5QclkdLS3oKm1HfVFqdj91buTuk38rjTN4MlyzJyvcqNz1l2Hjs4OxO76YFj/N3/TbaivKUNteRFsHd3lHGNZmj4s7Zzh4h0iwgoVRZki86xP5ep8hllWOm7T+TxXTDyqdEqhUCjGATai0nhx9Q3HppsfwpafPIkNW+6BkbEJSnNTZLAYJ/CywZXlMaMtOWITsU/4QslkaGFzeHtbM7xC5nb/bWpmCRtHDzGoxgI22Vo5uEx748PR1QsdnZ3w9/dDZ6cBoheunOxNkuxTdsJhuPqFw8rWCecrdACL0nWydUOEpYYOrr6wtHWQifCOXkGS2dPtf+L5GbrgAnHIGa2nnC0lXZWT0Zecs0fg6hsm82cUiqGiHA2FQqEYo0F4LLmgsc/eisA5q2Hv4iXNqLZ2zvD39UJUVFSPpu2xhGVWjMS6+0d138fMRWtTIzo7OiWTwqZYloYUZcSKXOhY4BkUg8K0M5jOsCSktKQQNtaWKCkqhKEBEHdcf+R7omEmivK2JuYW49ZfM9Vhn0VJzvAzcNUlOWhrbZZqPjobrU0NcPYOhbWDG/yjV0iZXEtzgzj9zBad78peQ3F8WV7IvjE6aQrFUFDytgqFQjFMmJVgtoJ9FYw0s7eiubFOpF1LcpKltlvXiK2tZlmU+7g3j5bnp0sJFSOOWmeG05E59M0jOAapx7ejLD8VVg50OhpEMpRN5SOFsqtGJmZS/jWdcfDwx/Fdn6K2olgcp9bmJmkgniowW7R003UIn70IHfWlM1pStTechTGafiL2Dc3bcANsbVZJZNU3ZBbQWo/tH/xLHG/F8GDwgkptATErJCN7PkxLV4wO5WgoFArFQHBuhbW9lG9Y2ztLnwVlH6W3oqIYJVmJ6BigzMLE3BIJx/eO+6A83RIqylEySstQLp0fmZBclg8nzyCUF6TLJGyWlbD+v7aiUCKVI4E9H1TAmu44uvsj/dRu+R75/bLMhn0BU4nQ0FBk5hYiJDQa5xO+EUtG5xB0dMCYClRGRrC1sUJLcwu83APw9RvKyRgpFCVgUMM7bCFyk45O9uYopjjK0VAoFAoAV9z2AHyCIpCVloT2Dtbse6K0pAjpiadkIB4NdjZbD3ciMHshWJ4xUUgJVUEG3ANmdQ84o+xsZ0ebqFNVFmdL5N7a3gUl2UlwD4hGYfrwS5+YzWlvbZ725SYWNg5S3qZ1FqtL82XftLW2wNLOCQ3V5ZgKpKSkwM3dEylJ55fqj6OH/4j7f1hqFrZ4M8zRCFMjW1SWV8LK2vK8kKUdb7iO8Nzh1HX2fikU/aEcDYVCcd7Bkp/N1/0QfoGhyEhLR1L8CZjauiE1Ixfu7j5oaGxCfWMzZkVF4ttRZiI4aIy14RMJpVDZI8K5GU11VagozEDQnNUif0sHhBOx2UvCuQBOnoEjmjztETwbWXEHMN1x8QkVh0tLRVGW7Jvywgx4BM5G+qmdmGzYV3By39cSRWZfwfmEhZU9kg59Pez/41yUyGWXImH/5zhaXSrzUdZedz+MTUymowLzpEMZ4bXr1iAhPhGpqakyt4TZzMDZq6RMk8p5CoU+lKOhUChmLCyDsbB2gIWNvfykQhIVvWlUz46Zg9uu2oBXP96OL197GtHR0bCzcUNRQT7MjdrRYmSL1LNxY7ANlpPSw5ArJVTLpYSKilZN9bVoaW6Es42DKGJpts0CucnHxbBmvfVQsXPxlgwP67WnM2yMZxO/bnM+PxPvL8tMQMSSizDZmJpbwcHNR1MKJ9OaW+S+86W/gBK/dVXDM2LNLW0RteJynD38NeqrS+U+Tnz3cHdDRWUNbOzcpWxQ7u9olywlgwHMBvJ39i/xJ/e1QuNkfPvd1zJ9nT0ZFeXVIs3d0tIiDke7iS22HYpHRnLcedU/pBgaytFQKBTTHkYrtc6EpY29GI8cE9Ta0ijDthpqKiTKr2sYF+Smw8RkEyorysWY4QWSSipzL7gRp3e8C0fPAOllGC3MaFSVTGxGg9BQKtcpoSrJYZlUFPJTTorcLcsdnL1CUJgRK/MFKO/JcohBMTCAm3+kTCif7lAlrKIws8/9VSU5cjzRCKVa13AN3bGECj/su9FSlpcmJXAjKXebbtg6eQ5bZpZOWPSaa5ByfDtqywt7ZDjKSopg5+iC5uqi7uOXQzPpcPNG6WdmAW2cPOR3ql1p6WjvckiaG6QU8pxzMvMdEg5EpJNBKA/88ccf4fTpM7CxsYV3UBSCIueKcx4UHjPZm6qYgihHQ6FQTBsYieegO9YG80Z1Jd7HaGVDbaWUCRVlFYgk6GC8/9/ncdcNFyMn4XB3nwINBvY3BESvQOrJHVI6w9IiGuyjyWhMdOmUloquEio2s7PPhMaUxjBqRXt7G2wc3VCYAZkfEDJ/gzSMDzbPg84JjfPRzv2YCji4++l1mKqKc+A/a7n0Brj6R6DudMmklXXVlBf2KGvjzBWRFMbMxztsHhrqqob8fGYsY9Zei/TTe0TaVgsDCJRz3vbuS7B18ujKbGqgI8P1greBckRah4QOCAUeeE7RETI1s+jlkLRJf09nZweCwmIQER2DsycPTvrwx9HAqevMXNDZ4M/XX38DFbVNErD48tuXcMHlN4iToXpfFPpQjoZCoZiSjdm+wRHITE3Csf3b5aJOY4EXb5a5NNay7yBTfh+pYlJtbS0MDQ2xaF4UKurbpI+BBl1u0jHMWnklLG0cRVvfK3S+TMOlcT4SqHYzkCrVxJRQrUDaie1d0fAgqa0OiFmJ6vIC2Ll4SQN0UUa8qEjlJR/v97UYtXR090PKie2Y7jDC3VSn//jhd81jrbIoC36zlmmGIE5wYT+zcnauPkjrKpnSpaaiCLbOnqgpK8BMhvLLPC6HgqGxqSiFZccfRkVBeo/H/GYtRV7yCQkkVJXmInjuWulTGg66DomxiZl8P6YWVmiTn9aSSWG038jYTKSv2fdkbu+GzNxSRMxbNq0djdzcXGzaeJFkNo4dO4EOc2e42FlIuSXPFVUupRgI5WgoFIpJhRdtbYaCDgWjhUZWrsjILoSblz9qK4pQmpM0YkO/P7y9veHgaIubb7kRV119Je56yBD7vnlfIv6MaLNkJfnIVikT8gyZh9yzRzAda6tpHKRkFWmyNplxCJ2/QQbAMXtBI5sZCjoaNeUF4oRosx/64L4ozj474Ub3eGULijL7nzbNpnATMyv5rLaOHrJ/JhLfiEXiJOqjPD8N3mELZryjQeM9L+nEoM8zNDTG3HXXIS/lBEpzzzX2E5YO1pYXSXkg4THPHoyBBBCY8aDzYNblTJiZa35qaWtplrk5LU11qK8uR2VxDjrb26RpX7KE6bESuFh94RZYuoXgbFKaOB8N03jeDJ2N0ooa+EQsEieNa6RCMRSUo6FQKCYEDq5j/TMdCksbB7nQs4+irbVJMhSNdZUSQaahHxIxG3ZOrpK1YNPxeEADnBkNYmlpgWA/NyR4BIqBUJB+RkqJOMiNikSUcOQAN/Z6TCcnY8+ub2BoYiHlDj+4/3GJ5lLaluUjpTnJCFmwAW3NTd3NxYz6+s9a2t143Nv4srJ3ESNqJvT0sAxGd7Bib+h8cfghG/mdvYMn1NFw8QkTJ6I/Q5jnCPuK6KRz8vVMpq1tEMEBQ0PMXrdFnMbe2Q9OAOeakxW3v8f9MfOXYMGqi9BQW4G4Y/tgZGQsAQ4trS1NkrnQDuGsbMzSSFTrcbDNLG3FmeHxRAOcPU9amMUwMbXAnA03wDt0PsrzU0dVhjmZuPpFwMbBTfblcCW+Fec3ytFQKBRji4EBzC1tutSeNFkKA5YPtbVJpJwORe/p2b3Jy8nCgW/eHVfjrnfd8Y6vP4OzV5jU5dPAY6TSzS9CJgs7egbCK3SeTNYeDmIItkyOISiOlImF/M7P6OVojJKwBciM2w/f8IVS+1+clSgN0XSkWE7FRtfqMk1mg1KqukhfQNrMaEAeSt8NS2UoHkBjlKIANOxHWqY37JIpF2+knezr7PXuv+FxyezUTMQ9MHpITtScNVskOJCferKPY+wZPFtvD46BuT2qauthbmYjWToDAyN2V/R4Dr/rtrYWmRXT2tIsx0JbCxWpNE3gxqZmUtrV2lQnTk5/WUAKUlBGmhkqHkveNo6SeZkuWUEGIZjd5bqYfnr3ZG+OYhqiHA2FQjHiPgr/kEikp5zF0X3fwdLaAUYmZiIf21RfIw4FexuoeDTcHgUzK9txjyDr1h3T6eDfVjWN8A6dh+zEwyjKjJPyFEYrmWlhTT9LI8ryUob8HoySTuSwPl34mdDaAJhYorOjEwvmzcOOvf+Ci3eISFTSgKDxwBIiZjjYDM/7qU7F8qqq4txuNR1mn/jdToZM73hg7+Y7qCFPmFGzcnCR/WLn7CXH83jjG0GVqcHL9PjdMes2Ux0NOgCDqX3FrL5GSgCzEw73fMDAQJr5cxKP9BAtYI9R6MJNqKurg6e7q6wxJ759Xe9rGxobw9TMSsqneB5T1IEKcnTMreycRIWqvbUFhg6ucPIOhZGxiby+kZEpTMzM4O3uArTV4Y2/Pi6lbnRumcml2hszZZxBM9XVqujIOnkEyvE43QdzKiYP5WgoFIrBMxRWdlI6ZGXrhLB5q+Dg4AgnBztcd9FKfG5uil1fvC0XUF54R4upuTXaW8e2H6M/6FzwpoVlEk6eQVIixN872lolK8Posb2LNxzcfUX6dKjzI0wnUXGqIC8XBm9fhDdLFuJslQV+8pP70Nrahlc/2o6K4lw4+4SiIPWUTDvn0C07Fx/5bIy05qedlgxOTqLGgKO6DJ83E+BEc5bADSU7UVNRCLeASLQ01oqBOd6OhotvuBjOQ1FNo/NTX1Mun2emOIC6WNu5IG2A2S6ck0FFqszYfX0e8wqeI1kO3fkozHAEzl4t4geHv/yfNPs7ewX3+/rMwDa1VctrUIjCNSAKti5eaGtulvJDzuowMjGR58p60NkpDnlnezvMzUyRV1SKAF+P7tdLO7kLMWuugbFprpQfBs1dI46Q7jZOFaiiRYeX20b1vemSfVFMTZSjoVAoumF5iMyisHWUCL40QHZ2orGOSk8VUvIUs+xCmFuYw9bWGnX1jbhq/UL8808tqBsDJ+OcpOfkNblyzgSnaKee2C6Nzywj4hRsKjQZwEAyHlnxB4f0WoyEshxpMrAzBxrKclFyPBdvHgby8wvwxBNPwMLSCv/33rdobWuT75tzRuqryiRzI45Gl8NFI4xGrNaQmikRTR5fhRlDHMTY2Ynm+hoZTkYpU0asx0vW18zCBnbOnsOaT0Lnnt/bTHQ0aOwWZ+lv1g9bfKFIyFJJrTd0JOgY6M5HYaCE5T/MRGQnHOpuDGf/hi50Rmwc3WV2iqWdk6yDFpTQNjREc2O9TL/m+cJMCxvM2QwetnizlNaxzCt+/2eoyE/DTT/+DYrbDJGZUyiyuux9ogQ3v9uQ+euRfOw7KacKiF6O0tyUCcmUDRWqmfGY4jZr95NCMRqUo6FQnKfQaGK0nlkKOhUmZuZiUGkH3LHkSd/04Y7WOpRXdKKuLBenTp7EL++5Ds8++yzuvvtutI5BJsLRw7/HgLKJhuUMZflpcPOPkvkSHoGzpBSMBicjzs311bB2cBWjYzBYbjFZDeT25kB1E+Btq/l7165d+OlPf4pnnnkGVjb2eOmVD2RIHw0y1owz2kpjt7mxttvhYqajo7NDyjxmAjRAaUwOx2kqL8yULBcdDHtXX4mUjwc+kYskwj0c+Dl4jI2nAzQZGJuZS8ZGH8HzN8DYxBQJ+z/T29/i6hfZoyyOw/fc/TWOAAMmXNe0eIdGwyd0HjpBJarG7qF8fC6VrJhZyk85hbqqYslk0OHu6NDs5+hVV8PBww/NDXU4ue0tmW+i5a2//V7KLr3DF8ArZJ40jFMKls8py09HYMxKJB3+WrIcVHHiOjzZIgsU66BTxN1OSeXJlORWzCwMpKBaoVDMaGhgaSN0nA/BC3V7W5s0J9IQZuRqqOVAvAAvveJuHPz0ZWm2XLHuQtx3y0X49ttv8fvf/37U27rgwttx/JtXMdkEz1snDg+b2bnvqLhSW16MpoYquHiHSsajP2NIi1/U0q4m64lXaZnvCfxuHVDVCNz80bn7Fy5ciOeffx65RZV4+m+v4PSeT+R+38glMLO07tHwvvmmB2FsaQfjlip8+tr018p39Q2XnpnhSHNyIOSGGx6Erb0D6moq8e2bz439dvlFSCnXcGc7EDpBLG9kH8BMIXDOGsk8Hfni3z3u5+wXnoexez7s8z/MOvCcZb+GtvSME9SZJaoozkbwnDU4vvW17uf7Ry+XwZxWFmZwdnLAtx+9Kq9t7egqa6NGrMIAxibsvdD2XxjLWsB+DDp2PYIIhoawsXcVJTt3exNxNhZedKc8RPUqqrslHvxctjN8yUVobW7qzsjwszKTwkzpRDuMdFTXXnMPzC2t0dlcjS9ef2FC318x81EZDYVihkGZRY1DoXEsODCOZQZ0Jhqqy1GWmzqqJkRG9Kik5OgZJI2oucVL8eSTf8Zvf/sY0tLS8Pbbb4/4tdmgzL6IqQAH9/mELRClFapPlRdkStaHJUVlBekSOe2vtEOLdhL3ZGU08msAX7ue9x87dgz33nsvXnrpb/jdLx7AD1JPoKQgB7lJR7H6mvuwbtOlSD59SKQ5IyKjkJiSCWt7D5mMTCWm6Yy9q484iEOBZTVsnLeyd4aBsRlq6xphY+eINRffgN1fvTNm28S6fjbjD6dkSpfK4myZ/j6THA1mNdnsrotf1BJpyD+9U//gO56rlKLWOhkcPsm1j8GCuRtuRNyec9524Ow18AqZAwvDZtjZOaO4IFfmX7CEKe3Uzj7GPo+F6FVXSeahtrwQcbs/FtldCxtHeIYsgGdQJIzojBgaSFa4tLZdHI+S7ERY2DjJa9MpmbPuesTufl8yhMwWegTNFhEGlk8x28JBglkJh4bUo3Pl7Q/AzScYuVkZOLb3G3Fg6BTLret3Oj0cIhgxfyVmRUUiIzlOhuvxXHZ094dP+EKZ72FpbYsAPy8YGfriixF+ZwpFfyhHQ6GYxrBUQNtPwcg7Lyw0bOtrKqSRtTg7cVwiZBxmxgt1eV6KlG/E5ZXgtddew/3334/MzEwcOnRoRK/LBuXq8kJMBfi5mPFheRHLHRjFZMSTBgH3MS/UFUWZk9bsPRgOFkBmJRDj3vex2NhY3H33XXjv48/xn9fexatvvS8GiL29A4rKqhG9cKU4Glmp8bCxdkFleYkYQZTGHWrma6rBuvu66rIBs1DM/NHIZYlUU0ONlMwFRS+BmZkZ2qky1N4J3/C5wBg6GpQ97aOaNAx4frc21ksfwlRsLB4J7ItIOvR1998sP3L0CMSpfpwMNuq3t7eJc0Ij2y9qmfQZMUM0Z/0N0peh3TfhSy6Gg5uviBuwx4J9SFRUo4x176Zn9uVELr9UetUqCrJw7Ov/wcrOBQGzV8DO1Vv62VhyxLU2bu9HuOGuR1HTZIjaunosvuh7OLb1FczfeCvyUk/ClYp1+WmYe8HNOLPrfZFXdnD1kf6amrJ8KatiRsN/1jLpIeKg0oEICo9BVm4RvP0CsLeuSjJibHDX/UnHiAERT08vcS48/EIlK8SJ8xSq4HskHPwcl1z/QxgZeiM9afrPyFFMPZSjoVBME8ytbMWh4I2/M1LF+mAaw1XF2Rp50gnQ+SfsXYhcdqkYZmwQdw+Iwt///ncEBATgySefxO23346srKxhvy6N99zkwScBTxT8nJQQZVaDkpR5KSel/IbNn3nJxyWKyqbOqQgzGkklwM1z9D9+9uxZVNQ0wcnBFh7+oXJfVX4SjB38EXdc0+xO54MGbNTyy6SPg1FYRoib+pkZMJURla2003ofY9kKy2zoTLJnhQYhZ4swcxcWEozK2gY0NDbDzsYa2ZlpY1oyVVmcq7cXajiU5qXKUEE28M4EaBRrpW3dA2fJ+nJq+ztMp/Z5Lo9POiHMRLCBnIZ0aXaSqHcxc8GeM60EcMyaa2FsZtkVfOmUid7cZ+yT4LqqndxNGevQhRulxLQoKwEFqaelTJRlnZ3tHZLhoOJURX4G4vdrSg8JpWzZ2+Xg7icBigWbbkd5QTosLG2lmZwZzpzErgzL3o8l08H5NHSCmMXgcUClLZZcMnBEqen+oFPg7BmIvJxMybLowj4kqsYxA5mbeBjFoeGoqWtETXWllJK1NNQi5dh33Z+X57lCMV4oR0OhmGIw5W1uTTlZJ1jZOmokEzsZYa8ROUsqzTDaOpmSg7yw0dHhBZUzJjyDY2BmZYdf//rXePXVV/HCCy/g1ltvRW3t8JSK+Lmru5SPpgJ03ArSzohcZmVRtjh4jBay9EyaihvrZGgXI5K98fXzwwWrl6C5NLWHhO5EYW8BfJcGWGkUOPsQHh4OT2dbfLnrBFJSNQ3OLAmiA6k7JZlGUHNTvWRzMk7vQUDMChRnJ+n9zFMVGqCsr9ctSeFnZBmc9N5UFqMw7TSsHd2kXl6Gk53aJdHu5ORkhEVEwcKiBRVF2aitrZEId0vjOeeA9ftSw29sIs637u8yX8GYf3MbeJ/m5hMUCWt7Z9SV5WBvYcaoMo8si6QaGs/JwfqGpjrMImhL9Fx8wmWi9snt73Q3YevC/Uw1KUrcmplbw2/WUuQmHReFPGY5HNx8cOK7N2BobIr5G2+Wc5eR/JPb3kZT/TlnmRPFmVlqrK9BYMwKyYoUZyXBwNAAdk6ekmFprK2SmRrs1+CAvtTj3+nd/tKcs/CJWCh9JGwYZw9NpwEkGzL/gpulPItGfszqq5F+eg+cvYLEsWADO9cbHgf8PBxYyPs5w0JfAElTAqXpS9GFghXM2DBTwoyGZ+hcpCcnyr7i8cGmc5bbaR06Oh5LN16LyKio7tIqhWIsUY6GQjGJMO3Oi4EmU+EoA6FoKGiVn4qzznarAE01eOFllDj58NdoaqiVet/U49vw4IMP4vXXX8dTTz2F++67T0pOhgINP2rXTzVY0kCJ24a6SngFzUZG7D7R42eUldkMXuhZgqDbv+Dj44OtW7+CpaUFfvLDG2Qw4EQ7Gw7mQGEtYEjJDz088sgjiI+LxZOP/xze4Qth6+KNmtI8+Xyz114nQ+20TdPMBNDgYy25JuK6TIyukTQvTwY09hhZpmHGsigaoewFYuaCRuOmG++HjT3na5Th6zdfFMEDZqtomO799N/Y/VGbRM5dfcMQGBaDTTc9jNrKEuRlaj4/jcP2ttbuG6VMtb/TuZHfu+7r6Pp93vIL4ObmjFoHG8kU8TE67YzEjyQzWVWad24WyjTGO2yezMdgD5jfrCU4veNddPTTU0Yng4EAlpAyGJAZu1/kpLmW8Lw8s/tD6YPg/mWpkq2TO07vfK+Hk6F5zwXwjVwkzd+GaENNVYU0R1PeuqG2HH6RS6WPJjvxKHISBy4LZY9Ge0uLfJ/MsgREr5Tes5B565Gw71PErL0Wp3a8g/h9n8osEPbWUO3KN3yRDArVQnUsToiXvo34g3p7vXiccB3m9cPAyAgBUcvk+qEpE9Oc+MzAwNhAyjyZ2aFEN89tZlzo/PJ4Yx8SHRGWYykUY41yNBSKCYJpczoVSzdfD2NzG7Q01CEj8QQaxKkol0jXZM1cGAnlhRlSd2xsaoHasgIpPSEFBQX42c9+hn/84x946KGHRE51KFDJaTLnZwxEfrKmbKimokii3NWluWKwSnlD9lmRwKXBo4XTxulkEEtLS/l7oh0NY0OgtR97ddOmTYiJicFvnnwRddXlyGRzaswKMepYFlVfXSrGVU1pvshcMpvjFTxXvmNORs+K2y8GHJ1LNs1P9Qn2BpZOYpClnz0jhjibcWmQeQTFIGzRZtg5usLb0w2AB0J+9zLOJqdi/5evSZ2/FhpvzNpFxsxGeXUD/L1nYfdHL49om9jUXFqQCXcXe2SfPSGN4MyQsXQwaO5atDU3SgkXj7ehZi7pSPlHLZv2jgYzhCxp4iybMzvf67cniOVN7KEx4X7zZOnUbnHwSMyqq1FVkofA2Sth5+yNpCNfw4eGfMLhHrMhwhdfBFe/cLS1tMCYohntHfDx9sKrbz+H4PnrpXyKTiSH1hVnxA/5M5QXpsMjMFoyE1wvuFbwWGOZKR356JVXiiQuG9tnr7kWrU2NqCrNlYBGeX569+sws8ZeMZaD9TfXYt7iFWgzvggtzY1IOPKd7C++H7MV3HaqXeWePSJDSDktndm06tJ8OW/5XGbQ66rK0entrno0FOOC4fi8rEJx/sLIEC8urPFm7S8ja7xoeYbMhW/EUhgYW8LGykJqhY3NLCRKzAvKdHIyCBWXjEzNJDpcU14oU8EZKSMnT57En//8Z2zZsgVXXXXVkF7Pwd1fjKWpBDMTV199FTzcXWWeAo0+RrWpbsOyCo/AGHEQWbPNEjctR48eQ0uLxuhpaGiQv6cK5ubmkmnauXMnUjLyJbrLHh9GVZmhIvkpJ2BsaibGEWG2hp+Tn52GCWFPUH11ufSu8JifanCbAmavQl27OQwNDBEcEiKKU3Sa3PwjJZps7+qN1BPbJDuRnpWD0tIyPPbjG/CHR34AZ7tz5WNamLlKPH0Mne1tiDs+stkizKq4BURh7+ev4qXH75Wme0KjjzX5nGFQkB4rUWoOd2NJD43EweD5R6eQcqXTGUb/mT2I2/1hv70r3Dcs+WHGic/NOK1xMhjImbfxFjlGGbRgWVzCgc/E8GaWWKsSx5KmVdc9JA3dZXlpaGmug5mBJmOQnZePVVseksBH7J6PcODjl4blZBA2c9NplNeTbESDCHRELb9U7uNkcfZ+UUji5Pa3pN+D1wsJXtg49HgtOrjpp3aL40KHShc6DRZ2bjA1MYaPt6d8XgNDYzTWVMDcwkoGcfI89o1aIj/pXNCpZSZS68Dx/WIP78Czj96pyqYU48LUuzooFNMFAwOYW9rKQs3INm+aKFLruUnaXaVPvHjSsGHdrFlHHbw9AtFYGYu6imLM3XC9XHhY/z7aptCJhBdJudA7eyAr7iAafSpFHUZbbvPJJ58gODhYshuNjQ0S2afB3V9k38LGXozAqeRkbN/xrSgO0Vlg+ZOZg580ddLwK0iLFSOQJW/SUBq+UOr6CT/jN9/uwayoENx+622T0qNh0FUy1dlrYNJtt90Ge3t7vPjii7DyjOwu02HU0zdqGSoKMuQ75PdL54/lRYyq0jihA82oK/uECIfX8fgWRar4A1NCgYvnI2vbaeg1NdTBwqAJAb6hSD0bK99R2LxVcj7S+MtMOgX3wBiUVVSjMTsbIcH+qKyug5erAz777FNs3fotTp85hQP7D8p3yCxDpqUNTh3a2cOxHA5sFmZwYaCeDJZbUYiAN02zc4CUBtFY5T6n0awPluHw+9EdSjeduOGeX6OoqhWB/t44JnMs+sJyHw6WY48My4BYbsQsCJ1gZo3Zh5CVeEhmZMTu/lCGazKDFLv3Q8y94CZp/GdmIPXYNikZbKyrRNLRryULYufqKwmklGPbUZQ58ug+zwM6lNxW9nMlHvgc8zfdKmVV/lFLkZ96WqZvO/uEoSw3WbIbczfcJPLLdB7oWOhKkPN3ClJ4hc6XMi8KMxgbmyJw7hpUV5bByMwKxfk5qCzJhbtfBFpbOFywUcq3OASSAwj7g+f0TJwsr5g6KEdDoRhG2RPlDPnT2MRMTDem7nmhYrkCo1j65gw4e4UgcM4qqeengcZGQF3yU09KGQprd+sqS7scjsF11KcC3F4qs/DiSIUeezeWn5zjueeeQ0RkBP7+j5dEeldrsPc2vFk2woj6VILlTnQyusufFi/EV99slws952rwws9mcDpXjJTzYk3DnHX2xN7BAadPxU6Ok8Fa8S7PoqUd8LEDcqoBDw8PadJ/8803UVxSCn/XczNLWK7iGTpPIqeU/qSDwVIpfl46UIystrc1w8kzUMo76GQSlhdR+5+GXX/lHeP+eTkXwMMfnsFzxWGloccaeEa14y2sEXcqBlYOrlJuQyfDzMwUrs72KC8pEueeCkA03uP2Aka12Xj6madg72CL666/BtffcG2P49bUzAK1lUVwkcyWRs1oqLB3wNreZViOAPe7Vi2LkXz2m1hynkNlicbR05lyzswim4inq6PRaULnrQJ+/kH9PoeD9kRStrxQ1pTQBRdIoCY/7bSUJBVmxosxf2r727JOs+SRXveyK+6V4+HYV68gZP46uPpH4uzhrQhfvFEyz3UVJYjd9aH0hfhELEBJbuKoesbE6A+YJes7oaTtkkt/iOLsLCm1pNoYyxXrKorkOz61/S1xRpihYVM7rwO9YaaRTueGGx6SzFVrSyMSTx1A6OxlMDKxxJwVF+PUns8kUDCQc6GLlZ1Td3O4QjEeqNIphWKIZU+MLNKIypP08w5JQVPilEYXG7f1ORms8aUCCWvftVFgfbAMhdOwq0tyEbP2GlH+YYPjVKcsNwXGppZy8aPDxYGANHS0MIK3Y/t2MQh0+xV64+ITJobDVILZFxqYpKOjE+vXrQfaOfiwQlSMOKwrJ/GwGI7MZrEsg4pFVKUhnp6eyM4evsTvWEnbVneVtte1AOHOmt8556S6ulqUwegws29Bl8K0MyIVSmOcGQxG3XlOMNJKKgqz0NLUIFHz3hF4RmEpAaotn5sIqALGhuCY1dfAN2KJ3Jd5Zq8YmXQgQhduEmleK3tXKafJSz4GtNShobFJk7nwcEH8vk96ZAh4zDIqTrQ/dY/b6rIC2Dp6oL2lWQIQw4EN9aORoJX1J/m4zHxgGRezIyzB4U+tUhiNbkbtpyOlZRUwNjZCbo7+Ekquw5yHQtU9qjXRl2b/RGFGLCKXXIy6yhI4ewTh5HdvySC6xZd8X8oaG6rKsPe951BZmIlZq66Qxnmu5/MuuF4kwvnYyW1voLKYQzktxDnYdPMj+NnTr+GW+x4f0Wehs+fsE9L9N0uVYvd+DJ+w+Yjb9wlsHd2l9HDWyiu6nyON7x3tso54BvXVpeaaw+yMlbUtLC3MEejvJ2WPAQF+cLC3w+zoSLnODNXJIPy803U2jmJ6oDIaivOTYZQ9jQSZPbDiclQW5YjRM1R4weSN2vE0nmgAUeWH0rZTkbL8VPjHLBdjm5FEGtmM4ulGVPfu3ScGO421/voVGI3WbaaeCjB6zSg2DUw6GlTT+te//oWHfvowbJ09JfKfcWaPDC9kqU7SkW9EOpKDDAtST8LF2Qm5OZMTKbQzB6q6bIfqRiDAEZhvPx/r16/HY489hsbGRjg7+YhzqAs/C41WZmky4/bJeWBqYSPzHmrKCiRbw++KjiXLdHSlVKW849Qu+EYslnOLZT/jgVY5isYYla/o4NOpoOFNh51ORfTqqyXiW57Hsq8akZWlAecbuQRZmalYs+FCWFtbo6Pdu88kZK2DyeOVn4/Ohu5xy/IplmBxX1C5Z6BZB7rQ+KdBN1ZD9aiGxhu3z8bJE14hc2FsYi4ZpvlrrkB0TDTiju3r7gGZDrS2tqIsMxEn9Bw7ay6/Aya27mhtqJYma13hCDb0G3RJB+emHMfSy++GsZk5aiqKceq7N2Dj5IEFm2+ThmkeFxyKx2GmyUe29nkfF1c3eHhfIZPgq+vq4eEdMKLPwu+BKoK6UNWtprQQ8zfegsNf/geRSy6BgYERIpZegrOHvpRzKO3ETniFzZd1tbmxpksty1Oa1unQM3MTM28BLKy9UJqfLudlWX4GzGzdkXZ2eOVeDCK0T0GlP8XMQjkaihnPaMqeRgKdBCqcsJxG268wXKjrzhunukavulKcH235ylSDcp3cl9x/vLCylIqlUNooma7B3l+PBr8XbcnRVILbqt3ehIQE6Wt49ZX/4deP/wlmjr5Sp88GSw7g4gwQGrssN/IPCoOhoQHy8/MnbSp4ZZcaZnkD4GsHrL7zpzIRfOtWjXFlaWOPoqxeKl+dnSjNSZKmcPahUCWHZX3NDdWSqWIJD0t12lpbpISH5VU9/71TaubZbC0zABKPdJdYjRYzCxvZLg45Y3aCajrsWeA20zmn0b92y/2wtLZBR2MV9n79LjyCZ4tULeU7aZCxRIrGWlhIkEh56lPZ0T1e8/ILMH/5Bmz76pPu44DHNQ1azt6gdOlQHA06A2ys1/bwjCXc55xpwpvMRXDxkunVhsZm3RPebWxshj3TZqKhlCvXEM4KYl8FHTpdzB284OhoBydbb+z+6B/d99MJZgaa2QG+Bp1QKjixfyP+wKcyCZz3a68DuWePISu+/0Z+by9PpGXlwc3FEWVlVWjoGhw40tJSHrPM/GpJPPSFlEhFr7hSpokzI8XPwPOMjjIdKPtKb5lVFLPmGjjY2aKprgLfvvs3afgnn732omTaKRxA2MTNrONws+AypHASSh0V5xfK0VDMGBidkewEnQobB4l2MnNB/XHNXIpyicIOJ608vA0wlAgV5RaZxRiLdHRJdqLcGM1ihoRGHjMcU2kyM9WIqGjC/gQ2FrO8hsPDqP2uz2DvDZ2SzinWn6GPlJQUaaSms/GX557CS//7EHVVbADfKaUWQXPWImH/p1JHfdl1d8r/TJajYa+T0ShpABZFesM+JET6M7QwU6E7wE4LI6g03DyDZouzzOohZujazVrEsdJMoQ6Fo4OrqITpGxBXnJUohk/Q3DUy20C3sXW4XHLLA7C0d0d1ZSkyk+LQXF+D5qY6KaFprK4Qo5SlhuyRiQgLhompGfILTRE8f4M4BGy8Zl+U7jYMpq6je7yeOHEKgXNWw8Qso3uWAY95lrC0t2rKp/TNOOg9RI1rD5tzx5NLbvwJgiNmITcvH3n5hSjPScBltzyAXzx4F6zMjLB/z3Y5jjmEkLesrCx4eXkNGASYKNh7UVNeJOVPLKXsDde8BjMTFOiUnlnaOCF88YXiyFnZO8nayOMgbNEm5CefxJJLfwQTU1O0Mdt2cqc4pIPRWFsOFycH1FZXoqS4GMe+eWXEn4lzONiPoeto8JyrLS+AsZmVKLbxHKPjzr4R9mvUVZfKXCI66pxEb2RkhMioWfi6y8nopivbpj3/WA4WOn/DsPqGVCO4YiJQjoZiZpQ9GRlJZH0syp5GAiOIEcsulkWeUdyxhnKqvDE6FrXsUikVoW48P+tkw6GCwfPXaWaBFOeivb1Nmhx1HY3B52dMrf6M/igtLcX3v/99PPnkk/j5j2/D+98cxF8SD0n2ieVGVrbOqK8pQ3hUNNzd3PDTx57Crx+6q7vXYyIzGgVd1XbNNoEIX3053tm1E2fPDm6EMAPBaDKnZLNEik3iNEh4rLHHgE3wHGZGhTAOVaMBrQ8a4zxO6WxkJxzq0bQ8FOjceIXOg6m1M5qbW+Di6o5j2z+Ge1C0ZI9oYDGrwqyGNlMREByODiMLMdyKM+OlHG+0GRUGJjh/gYYw+1DYt8LPzoZdKnTZu/lJFqg/6EhTijW1K/o8njQbWSErrwj+3p7Yv/8gjn/7Ph7847/x/lf7EBbkjbq6OqxZswY33XSTPJ/DNF1cHcWY7U+oYaJgz8LpXR+gub5a1Nx6kxZ/BO7+UTi+9Vwp2OJLvy8/Ha1N8NG/n5N9PXfjzTA1tRBng/1E7Ifg9zRU3virpidj3gU3yUTx0UT9KwrSZR5In89yarf0DlEti6WKmbF7JfO24MJb4ezogMaaMuz6/A3YX3wb7B2ckJLYt7mf85fYf9LdX9TZibqqUnG86awNtRGcc3EUivFEORqK6Vv2VDv2ZU8jgao8HkHRSDr0jajRjCeMjPFGJavIpRdLJJVRvMlMf3O4G0umWJPf0dEGG3sXtLe2DvkC7eDhP61UctjfwEGEDz/8MG655TbYWT2P3zxyD2zMDbHmmntQX5yC5g4TGf71o9u3YMOy2fj666+lZCknJxtz584d9+gxMxqJJRqJ3kse/xztZha4NKoRL730N3lfUawZYG4LsxZs6mZmI+P0XinHYfkJlY6YqagoykYnOuHsGSTGlL6sBmHjPDMaAdHLUZB+ZkgGEBvtPYPniNNGJ4EOjpm1A2rqGjBv/TVIPXNA1gEa/Jlp+6UHY/OND6Dd2BLNba2I2/PhmE8s53sUpsdJbT/V45gdYWlOXVUZ/GeFDOhoSAN4yimMNxz0Z9DehOZmI6QnJ0gJkqtvODJT4mFs5YqEpGSkJRxHZuyjsLSwQGhoKG644Xpsue6aSR0sqYVlX4z0E8rC9icZq1uWSThoLyg4RJq288o0maWm+loc3/oa6kZR9kTVsgUX3i79Eqm9lAKHAx1s9oiwFEo3O8PPw2uXf8wKKVM0NDKAGWfXuLnA1NsdX75eiqyk0+IsmVpY9XldCm9oAgDn+qzYCM6G+aE6Gsz4jXeWTaFQjoZiSjDpZU8jwNDYGLOWXyFNpie2viFG9kQ2YfPGiC5LB7hfGG2l0T8ZNNVVi7wtG17pHBZlxYvWfW8pX31wDkXveuypDpWJnn76aal7v+Pu+1H9xH/RyZrwpHR4h85FenIcfvfXBly+YSHC/VylCXvjxo2wd7AZUOZ3rEunlq9e2K2MZGFh0W1IahSn9M9iIHTcq8vypQzQxTdUZhYwS8CsAevJ00/vQUDMCimTGyirQejQ0BnmVGLWkPcXXWYZiItPONwCIiU7yanYdCbSkzoQHL0Yrq5OsLG2RKaxqfSKMNjgHhAlJSadJlbw9XCDg701dr49tEn0w4WN11yXZI5B8nGRBOXAP9bN91c+RQOSn2G8M4/M8HJuyLdvPicqXFQnKs5MgF/UEikTs3ZwEwU9NsezXIfO0qlTp1BWVoZLLr1oQKGGiSBwzhqRih4IGsTMkLEHQzcK39bejuysVHh5ByCvLAVBfl7475P3jXqb5L2sTGEdsRBRkZH49LWRDbNj6Z5HwKwejgbJOXsU4UsulCwwZ4DE7fkYARFzUN/QgNyu9ZA9UDze6DjT6ddVLuQ1kYIUZUjtsc1GRsbd8zsGgs4612yFYrxRjoYC53vZ00hgfXYo64BTTnZr3E8GrJHnzcE9AGGLNkomIf3M7iFHtMaKsvx0MXQY2W6ur0VlUa5cIAeD0UlXB1uZvj3ZNeIjgSUnFmZmyM4rhr+fJ9yc7ZCTV4zd7/9FZlmcOnUHIlyBH939Q9TV18LRyW5CosfaZnDu07bmBplCr2tIctYEpwYPRGlOshilzCpQocfBzR/WnoHSf8E5InQ6qKxD+eaBshqExjYVunhMmIfYoSC1Z4SfE5r9o5bJfIR6GuUcAtLZKeVXVDJrb21AY6MVGquKpR/GPSBaHB5GuOlgr1h/oTgZ+pq7xxKea8y2sIeAv3NGAydL0/jVl0Xhc/XNQxhrwhZfKM4DYRkfVYzaWpukaZ7OP0UK+B0wW1SUmSDlPOmn93Y3vn//0oVIiZu884+ZF12VMs6HYFmQbi8at1+aq2VgpMbRYGaNpUIZWaUwNdaYM1m5Y9cXFTkrGpk5RTAysu6TSRkqxdkJogimWxJIZT5DIyNxrqjWx2Nn8cW3w8vTE/m5Odj6psapYQ8QHXMrWyfJPrBkT+tA0Kkw0ZPp4HFJ+enBejWYDalT/RmKCUA5GorzuuxpJDDVzZKRhP2fTRnFjsqiTLk5uPshZP4Fkl3JOLVn3Eu5tPBCyRkKrGVnw7Cdi4d8x6zxHyhbEbNwOZ5//G6Y60zfni7OhomJCS6//HIcPB6LxuZmnI0/gy9ffwELL7pTouzZ8QdFirK20gNH77gDzz33rGRCtBmN8YwemxoBze2apubtv78IixcvxGVPnzMkLa0dUJbb/1yXbsOuqlSMKyePQBibWaC6NF8MHvZIaJrGg7uyGpohfoPBTAAbyQNiVkoPj4W1nUiTMtPRWFOO0oJ0MabYoMqo7PotP5HjqbO5Gt+9/0+RtI1Yeqmm4Tv1lGYYWmcnPnl1bEulBoKBBQ4npJHIKHtDbQV8vRf1cTS4rbqG4XjBSDf3AQ1MrQHK/Ucnp7o0T9Su6GhQlYrOWdLhr1GQ1o6guaulLI7HxHP/l4ufLsekwdLLrLj93X9z7eDgOl1Hg/uxqaEa1vbB3U3QNMTpSPP68s6/n8WSS76HwrwUOaaSj/aVrh0udFxNbd3RWF2EwNmrZW7OcJX/OPTP3tEFP/jlX5CTnYPM1ATUV5VI5oGZ4Kill6A456w0rZuamcHWoWvojfTQtKG9vVUUzniO8DvNTTra/TjFN+hM6vYh8TunktVgjgbnjPCYUCjGG+VoKMak7Gnz9T+Gu48/CvNzkZpwasqXPY0ERrRmrbxSLjSs/52K0LDhzc7VV0oleAFKP7OnT9p+rKExyos/L3Is3TCwthNDkOpTAzkay1euESdjKtSID5cNGzbA3t4eb77wfzhzdK9E/wl18FkSwag9jVI2sCbGH8S1127BE0/8CWvXrcWe3XuxbPlSHDygcQbGC397ICEtFzEWVFE6d7+RqVkfA5j9HL3Vh2is0Clg+VN9ZamUCdKwpZPgE7ZAzn1+z1KWw5KoAbIaWhiN5uusvf5BGBqZwqijGfu+eLXbaWdAgnXm9i5esLSxg42NNRobTUQFy8zKVrIcdOLG24AfiKyEgwieuxbV5YXSs0KHQzfizcwBsxxUFBpvWMJ2ZtcHPe5jiQ0nl9MZ4lwRM0tblBdmiqGq7Rfg4EBmNjI4k6K5CRYmgIkh0Do2asRDhmtV72AT+w+oKqZrLNPx5f7lmsbPxFI23sc5EJQunr3mavmdfUHOXsFSVqp1vkYKy854bHM4K79f7mtmhAZbT+mMs3yNzdaWdk4wMjVFQXE5nFzccHLvl9K3waGDLU3HMGfd9eIIoq1JzovaqjJxrvkcZvrpkLCHjdtBWAXQ2OWA8frK7CQ/s5ZObVM499EAPSosWS3KnD69cYrpi3I0FCPIUjjKImVp4wBDYxOp4za0sEN+YRnMLWxF0m+8DduJhpF5NltmJxwU9aepTnVJDk7teFsaeLUGMCcms+5+vKBylJNXoMbYNDQUp0MujpwK3qHfesktqZ6wKP9Yc+211+LIkSMoLCoRQ4f1zpx7QjliylMGz1svQ7gKMmIlGkrp2/vvfwB33HEHHvvNL3HpZReNexZnnidwsgC44dywds20614OAZ2Mbdu3wtzcvMc20ZinUUODheVC/F8a+iy7oOoNI9E0tDkDhVmPwQw7RmU5NM/exRteHm5wd3MVI/Pbt8rFkKMCD+d7+IXNhomZFQwNgJbmZlRVVUpkN/HA51NilgwjyWxyZ28BdyfXPM7x0GY1qEA2ESWVPLfL8zP7yBRXl7LuP1zKitrbW6TUjZFw7mvez/WZRir7BFj+xc9yIr8BC7yAQxPs51MooLfqHCP4Pr0mzNOZY2lda1O9rGt0NBjx5/HJtYYSxGzaZ6lY/L7PMGf9dbLejVZmXFsSyNdJP7lL1MdMza26+5LoVLK0ieIXvC5qG6zZjM8yUgopmHY0ICw8WjIkvTNfHD5IeebD372PM1Z24oDwM9DR4Ofj6xGqGdLRoRIbHR9C59zS1rmHo6Ht7WCGeSBHg2suj2OFYrwxHPd3UEzfXgorOzGwvULni8HIAUGMNJpb2sgiT8lKRs64IBq3ViMqzB9tjdUIjFkpU1j9Zi0TecDpDvX42ch6Ztf708LJ0IUX4NM73pE6cUam566/US7S4wGbHp08g2W6dGdHpwxW4/t7BsbofT5LYzxdXVBZUYM//OFP06psKiwsDNHR0fj440+7h2gxc+QdNk+i/DkJhyRyzAnirJk3NbMQKUtSU1MtF3ndLM5Ywt4QLbPdgTNFPe9ndJv9ULpwG+hkaLfp5ls08qekOCtBIsTU+Kdh0lhbBRfvEKmpN7eylbIpGjasCxerWw+stw+IWYWIpRejs6MNJ7e9hbryfDF8U8/GwidiEUIXbpQoLJ0YKxs7TXkMDFBRUY5j370rJT9TwcnoKXt7ED4hMbjp7kcxf/Ulcj8NTm77eM8n4Pfo6BmAjDO79RrHFIZgrxa/M5bJsNeFDglLeVhqRLg/s+MPydpwuNgSK/ww4dg4uIm4gC615UUS1delo71VPgP3q42Dq9xHg54OE9c0Ovum5tYS8W9pqkNW/CGZPTRaJKvQdR1jxoG9MAvWXI6rfvQHbLr5p/ANXyTHN7MIfE/KGPM51SV5Mv+IAwK/eP0FPPvonXrnt/AzMEvDNYGOe11FsewT7XvzM2tL4nieGZmYiVNLOKSQWZPe8HvmNutT79I6/M2N9aPeNwrFUFAZDYUsZMxOWHRlKbjY8ULFi1BDTaVEbhhl6R0FpRPCpmhGZLSNiFoYnfQJX4h5F9yIloY65CYfk5Ke6QQXY5ZKcVLryW1vYjrDz3B657ti/DKCSc32zLh9I55crg9GtaWcpCRXLrA8NnKTjiN88Wa90V2W4MyN9Ed8fDz+77//w3TizjvvQHNzE3Ly89FmoDGIGqrLJLLIqfA0QCmL6R+9QuRWC7Pi4RuxGPH7P5GsDbMG46X0Y2MG1DSf+72uBWhoA1wsNcP7RHGqrqfilO42tbW14Zqrr4W3lw+ee+45ZGRkSBSZUWaRvPUJlkgxsxIsI+F5TgOP57eTR4CmhKoLOg3MUnCgI40eOrxSJgLgq/f+K6pI1vZu4mCw/4ORXBqSDXW1sLC2hZ2dDQL9PLHtrTxMRRhk8fJwR0l5NRycXWXd8wqZg8y4/idPjxXhizYj48y+fh9nkzplt+n0MBvEUip+R5yPwu9E2xNB4Q3+vvaae7Ap6BjSg+fg41f/ggnB2Fga+hm40oU9Zuw90IVlUUbGxmLQ03Hi+kxDnNcmXotObn8TK69hOZ7GrGFmkT1EPB91+xqGC4f9MWvB7B6zE+xzcffwRENTCyIjwkXpqzcyH8MvXK6Lg2VUqJyWdnIXfMIWShaEDqyxmcbp5/dGdUMt7IOiU8W+GwZxWNJoYm6p93X53P6awpmBUYP6FBOFymicZ3BR0i5ULOdglsJ/1lK5+LQ01IpByIgMU7Os4a0ozNBEEXs5GYxw0mjNjNuvV22GiysdkOPfvIqcpKPwDl0gmuR8T16Mpzq8mMxeu0UuwGkTMGhromDJxJmd70ntuF/EEhlKxYneY0VrSxNMpb64ThxXqojxwq/vYujpH47o8CBs3z7+dexjCcuMrrzqcnj7eOLzTz+Aq7N992PsHXD08JNoLM8lExMzeATGiJKagZGhnDdapZ+fPvTIuGRxtNK27M/I6vInqhoBH43glQQTekvb6m7T2jUb8MADD8Dd3R3vvPMOfv7zn6OxIk/Kb6g4RaeABiubnTXGTqNGZpNyy17BktWgw8AsqPyNTnk/NucyAuvmH4kNNz6MC254CMERs5Fw4DNxXFx8QmBpy0CHFU7s/BiGTRVwdrBFRvLUriNnKVldfYNMteagOTpMoy3XGQzNfsWAssJ0ILjWFqSekYGibK6ms0hHk84H97O2J4b9DMwiZTQ6YGlo3wj5eBEYvbJfWVttlF83o2HEjEZVqfRm8DrGbIAmat8p5ZlsDqcDwqwSSTr0JdwDo+Tzj5RZ81fgpvv+iE03PyyTyOks15TlwsnBFslJfY14lqY5eviLpPNgxwHPE54b7FtiWbJWipolV2YWNpKNYrmYLiyh4prqHhRzriFcZz/pls8xGKAPOmrK0VBMFCqjMUNhNIjKMDQquOhq0tAGEpmkSgrTzDQauGAPFxffcFhY2YpRNRQYNeeNZVQ+YfMxZ911aG1uEmlYGidTjfAlF0t52Kntb4+7wTBZMIJ4Zvf7ovPPOm+q6GQlHBKZ0tHA2QLu/pHSAM4yIh53jKxyaBkdT12WLVsCI4POaedosMzI1FRTkmBpaYGYqBCc2K+ZF8J68dqKElGdojNHGUvRv89PE7lYRi+5b2jYj1eZmGOXtC37M05o5p+hohHwtAVOFGrkNfWVIOluE38eOnQIW7ZswQ9+8ANs2rQJn3yzG6/8++9i3DE6Xl1WIBkOBhtiVl+N7ERO/65D9MorJatBNSpGlNm3YWJqgdCFm6TkhX1dnp7u0p9RV1uL6FVXiUHMNSI36Vh3U/hI5xZMNJ+9/iKill8OFydHBMYsR1t9BSpLcmQg23gROHslYnd/NOjz+D1w2JuzqwfCIqIRGjELCaeOorwoS+bciOStsamUPbbXl+OsWQBCCzX1/xOBq09Yv8M6Wf5j5eDW3e/HfgUeOzJhvrNTHCcp2zUzl0wiJb4rijLh7B0mpUU8jtj/lXRkq5TsHd/66rC3j/vG3MYRDY1NiIxk9uJZuV9bAkV1J1YE0Ami88bsXktzI7KGmNHiesBmfJJ99kh3Px0dQgb/mvP7yrzzmkT1NpYms3SZwRwqO/ZWQJSm8OoyvU3hVHvTVfRSKMYTldGYAXAx5EAmRuHZS8AsBRvjONeAC21JTrJkKNJO7kB24mG5qDCaMRInwy0gCmYWVtJEOFw62lqkr4OKTRmxe2UwF6VAub0svZhs6JCxt4RGGMuMZqqToQujg7G7P0DS0W/gHTIX8zfe0h0tHQkcEsZ5C5zwa2BgJOVTlCBlxFQXOp2L5kQgMTERhYXTSzhAW2aknRJ+/ETPmRB5ycdEHcnG0UOcCxpFLJvi9Ghe/Fm2Mp7YdWU02J8R29WfUVYPuNucm8A8lCZQllC9/fbbuPLKK7Ft2zbcsuUyfPjhR/CwapOsRGleihiKNAjtHZ2x+bZfIWzOUrh7B2LJBVdj/rqr5PNSfcnBM0CitTSMjn39P1SV5KG0tBz5RaVwdnYRI5AZj6kiFz1c8lJPwsbVF2amJnDy8EbM6mukH4qZ47EmcPYaceLY+DwYdN48gufA2NQC1XX1MDC3w9yVm7Hmih8gcNYiuTakn94tpZV0mL7YexpNaX17PsZV1jZev1FOsQFG/Lvp7NQIGXQ5HQymiaNkZCJZJUp7c4p2W3MTfKOWdP8bHRU6u5w1MhyY+QmauwZt9eVyHGcmn5vzoaUkJ0nKRHkNplhIbUVxv45Tb2ydPOU6rO3xKstN0ahVWdtLeWGPz64vi1ZRLL01/fVpyGvmpcLZJ0TPI/p7qRSK8UBlNKYZkhYW1SfNfAoaDawdZZaisaZCoqXjZSB7BM2WXk+WVI0WLv6cQ8HUuGfofESvuhId7e0yd4C1tRONZ8gcUYpJPrJVLrrnG5STjN3zoThbjKr5cw7E2SNy8RsOdNJYjy/RNKnp95OLMY9JKuBoBwn6BM1CdFgAXnj2PUw3tGVGzGyk55UjJ6tn7xHnxNSVF8uQLk5Gd/IMlInSNBxYcuTgpplsrG+S9FgN6yup0/Rn1HYpwJbUA25WGtlNRl+HQ1VVFZ588kl88MEHePxPz+DPT/4ByZmFeLGxBOV1LZi16ipYWtvC081FDMC8wlIp9/Dx8UZW8mmpre9sa0NeWmx331N+UTme+PUDOJmYidikTHz71uRJ1Y4F7EuqramBi7MTSgtzceLb1+Vc8glfIEMK6UBx3WSp2Wjg/qOyG521AZ9nbi39L8w4SRN1m0bm1sTYGFaWFsjJL0KAvx/inTx6OXcGyK8BfGyB3MH9mFFBx4DN1f3BtYJiCv2tV5zrwpJMHtPMmkatuEz6xDibyS9qcY/nM5s6d8ONcPYKGVIWneWkPG9ZJsVzmAE2ljP1ht/n4o3Xw+6iG9BcW4rPu9SghgKd9d69jVwfguauQ/y+j0XNcSDYB8TyXpa+sRQKetZq3aZwrRy0JqOpshmKiUM5GlOUy299AN6BYcjOSMWZY/ulXpO0NNZKmpgRQc2wu4mRp6PyFOtfOcV0LGHGJS/pmNxYR0v1GV4gOUiIw9/GW2WGTdGRyy8Vw+jEd6+LIsv5DI2OuL0fSTSPjd1+kUuQk3gUpblDV9ui08syBpYLhcxbJ85wUVa8HEPJR76R56zfdBEM0D7tyqZ6lxm5B0brnQ/D/gxGQ1k6xOgjm0MZ3WZmkb9zngGze+MBezTYAK7tzyDFdYC/t0b9iZHikZCWlobvf+8OXHb1DXjgxz/ClTfciV0HjqO1tRU21lawsrZEdXUNzE2NUd/QKJPHW5saYWHrgLaWFlGsY0Q6L+WETDsur3gI1pZm4z7Ne6LIS49FZmIznDz8u8+l5KPfyu/MEvJcMrXUNM1TiYjKSMMlfPGFfUoQdaEhzZIoNi8zu5h6aifMzK1R5h8pRn1QSIT0LFhbWSI3K0vKjzj1XXsd4c99OQZY4d+Jd8b5a2H2faCBcYzqcwaNPuqqS2XbKSfLzAb3JT8zS3LNLOlMt2HWyqvEYNeSsP9zkbytKs0dMBhH+VheD9hjoe1NZGaSGQsOmdXCslD2JtHJtrezhZ13/xmI3rCpnOVMvWfBsCeSJVF0FOkk0LHsDzqQzEZxjR0oONa7KdzKnv0Z0zNzqJieKEdjimBiZglrexeJ+lIy0tjaGWWVNfD0DcB3H/y7j076RELjn7Wwg00aHS2UY0w6/FV39iRyGeUiDcShKkw/M+bvZ+PgjvClF6IwPU5qXhXnYINi3N6PJfoVPG+tRAhZLjeUY4DRRVffMCmF4WWaMreUeKX6i5Y1K5ch7szpaVc21RtGE/U5GmzEZVkaHS4KCjCb0WlgIOWNtRWFosakO3hrrDManD+h7c8ghbWAk6X+RvDhwP/PKG7EX177Eo5O9ggNDkJGdj5aWluRmp6NpuYWWJibobm5ESYmlgiJWYrUuEOS0SnMiBUHQ0ti7CnJfOmT/JyOcECjtjxHO3BNC5u2eaOCkFfwPMngstm5KCsRRelnJOAyGCw/pFHNchhd2N/iG7EETl4BohKYfmo3aiuLdJSxaiTyX5qXhrNx9cjOyhDlJjf/CNRUFMGR80+6msqZZYsvt8C1UQ3j7mjwWndq29v9Pk5HrT9FJSq8UWKZ5580grPUr7lJhAiYUeW5R+lfXTSStwcxa8UVUhrbG0b9OSODfWa6xymh48JSJZaCUuWKAg90mnltapu3GJ0d9sNymLkOpJ/qKekr29hYL2VxgXNWyVqrlbntDzpqtZUlsHb0kIZwfYFHNoXrTgrn2kO1OIViolCOxmRgYCDlT3Qs2IxrbGIqDWRMFXOYD0svomZFw8LJC/nZfYcxTSRsamUdae+L23hDx4I3RmD9IhdLlI71r7lnj4pDMlo4vZqLfeKBL8fk9WYqzCjF7/sU5pa2EtFjrwEbdjlboT9K85KlZIRUFeeKOhHFB2g4MLLbVFOM2ZHBeObJ/o2M6QLPXW2NdW9ohLCGmiUSzELS2OZFntkODtliVoMRyfHIaDhbAh/oJB/zagB7CzaBOkgT93ChfCib2lki5ODoiKq6BlhYWaK0tBRmZmaor2+AkSEQEuCN/MxkODq4oLmlVRppGZnO0jM1vKa6EkuWLhEVr+kyP2UgZGga51fUUlkrCjmJh/s8hxlTSq3yxrWNzcPzN98ujbnM9AwkAU7jM06nAZxlUZzhwCxJaU4KTnz3Rr8ZWRqvnOXCXr7C9FhRP6NTwfIuY2OTbkejpbkBMLFEXUsDHMyByqZxlLU1MBxwoNxAaNSmTGS/aXsZqPrFDIexibk4UKaWtjIIL/HgF93/R2Obn53rP9WbtNDpZ0CN5W29+4ToUPC7otTswo03wMXFBfVVhfi8S6xg56eviwLWUINhHHDJOSH6Shg5K6O+sgTe4QtkvgmdQX2qjrqkntiG1dc+iNseehpZZ49j91fv6m0Kp61BB4zr0GTaFJMN1xuWvbLXbiasO9MB5WhMVLM2nQoHV3EwGIFh+QIXFKqC9E6f6iqusDSDFyMadxMJF1c/prbLC/pEdyYSXki05Qecuhy64AIYGhmhOCcJBSknhhQJ7B39i1p+maTYj3/7er8TqxU9YRSPMqRM5QfPXQefiIVyUdbX+Ehjh5E17ms6JBGSmdL09rB8JNzXXiLu07VsShcOz6LOvj5oNFARxtTCRgIInKzNi757QDSa6ipl/7AhdKx7gsyNAWPDc/0ZJK9a44DQKB2OkaF1MBjNZYTeO3wh7Byc0NrWjsqqarR3ALYW5pLRaG3rQELsKRib28CipRW2NlaoLCmU0g29EsFXXCTqXd9+9/W0GtY4EPysNOYd3f30Ohq917bU49vkd2a+qMzGafKVxTnIO3tUM7uoC8qC01loaWmAX9QyuPiGynwiSocPZRZOZTFn3KyT8im+L48DTrLnHIbODlMxlLVSxcwi7M8GlvkCXw2vRWvIBM/mFO++PQ+9oTHO80RfqRODcxw86dglNFFRlAGfiCUw6OyQ5m/+H7MevWHWfP6m2+TaK1lHNz8JgGhnXnAQIsuLrGydYWZlI84jM48MuAX4+6K2vhHBYbPObUdTvQikDIWLbn4ARhb2MGyuwmd6ypDZzM4GeTqDXGO5jjJjqp02rg8+x97elgOxEL1wZR9HgzBQ6Bk0u1uJ63zF19cHe3Z+AwMTCxH0mCnrzlRHORrjAEuf2HjH1DCjSG2tLbKg8YJQmHZ60AiFLjTkWF/JyCjVOSaiJ4ORpoCYFTLheSwHuo0WNonzxvpV36jFEglkFDHn7JFuCcSBYASQKWRGE1nKoxg+NFITD34u3wF7EJhpyk851SeaV11eIBkjlpMYwEBma9CQ4YV706YLkZAQj6Kic+Ud0xVRwRngfGZWwz9qmZSS0Yjjuc/zi6VV7LuivOVYOxpUnUrsFShuageMhiE0Iw6GV7DI1TKS6+gVJD1alEB2dnGBvSMbv9thY2ECeztLtLS0oK2tA+YuXujoBMxMTeHu4oije7/TayT1lAjWTEefCRd89juwL4ffs8UwytQqizLlxp4xz+DZiFx+mWS+GYEvy00Vx6KushTzN96K8vwMnN4xPFU8Xje0/W7Wju5ieFIdrrm+Bpbu/nJ8agfA0dA+nAs8umr8HA0X71AUpA9eakRHgj1NWtltOkraEiGZp4FOmJiadStscXYLM4xsCmfGkDM6whZvFpEPLSJ5e/gbLLrodni4uaC8tBjxR3fDf9Yy2efcJ+xhKMk528cZKivIgIdfKBISz3Yf1/weBpsNZe/qh7BFG9FiYAErQ0OY2blJ0Ka3068dwJd9cqcoMlIh0tDAQCR0+3M02ANXVV4CC3NTZCWcy9L0aQo3YcDTTZN5O0/59R3rxcmYaevOVEc5GqOETWNUfKBTwbIIqiiJ6kxlCQpST8vCMRZRMkbgg+aslUZAfRmQsYKLVmDMSlHm4OCpqQhrbbVD9Nj8GBizSqQzuSjnJh8XGd3eUEmJjkbcno/GvcH8fIDfwdlDX8rQr8A5a+AdOk8Uw+hYEA6o85u1VP5mA6W7/yzkJB5CY1UJFs6fg2ee+B3OB+hcMDLN84r7jCUalBq1N7dEc2O9RCsZTR1o8NpwcbECTurxuw0MDdDaWD+og8HMC9WjYGAIIxMTmJiYS/SX04RZdrHv81dx4c0Poq6uEYZ2VkhKzYQ51fAszVGSmyqNsQ3tdkhNipeMFsuIek+GH+/p6JMFDVOu1TSGuTYNdyI1J2KzhIo3M0s7RC67GCHz14tD6+rqgi/+74kRbxvXRxrfds6ekiHnAEZDJw9xOijRyusYZ3+wL6C0BTAxBMyMgOb+haFGDNfr7H5kbXWhUWzj4HLO0Whrk2F17R0t0mcistkGBudUlTo7xQFgloHHbsK+TzFv4809HA0ZVmhhBVMTUzQ2NsPHxxd7P8vQ9EsNEgTU9hNxX1FCPuP03gGvx1TWCl2wUeZ/ZMbux5xlFyDAJxCZqQlSElyWny5OUU80EQEG1dh7wdlXnIiupxWs+z3iD29DrosX0tnA3g/M8ogs9TCEPWYSlPsObj8LtDUBxuYzat2Z6ihHY5gw2sABOLyZW9mIJCtTqnQsSjgAbwC5vtHApi9GToLmrEZm/IFxGQbFBTxw9ioUZ58dUoZgKkCHiDdNQ+RizLvgRrnYs7mb9c40hKNWXCF9GJScVIwtvKCzFIHGMzMcCy+6A4VpsWIoMbNH8lPPYOklt+PyLTfDxMgICak5sPU5V3ow05Gsxqzlsj8YbaWBxCglj02WXFADn8bGSOba6CtJ8l+yEOVyAe0ZqTN28MPaFfOxoza/TxSPDgYlPJl9YvkGgwy2Tu7SZktDigEVbqOzT6hkYVj66ebmiYKCQtjZO6CpuRXeHi44dWgn9n25W85FCgmwFt3VN6JP+YtWIviSLbfiy/dfn1FRRc4XoRqRvav3sB0NYmHjKL1xts4eMujQ291ZHLLisgosvPAOyTSzV43n3nBggIXN6Oammkn2LNFy8gyWTAbL47jNzJprG7CP5gELvSFlVGOJo2fgkI91SmRzQKwWZtfEqWhtkRIwOu4dba0ig8vjUxwTJ49up4ROPp394PkbkHF6t3xOykszI2vS0YAg/yBp4h6uQAKb0fOST8r1uLdELbF395cyXzo9DA6yMoHnw9lTB7H1zee6HR7OOOG28/vsvU+ourjo4u+h0cBQMhr94eQRgPTTe6T3YyDYXzV//RZcctX1yE5LmDEiDEMdYnrnfKDDyATN3/wM7yaa4b9fqB6NiUI5GkPg0lsfhLWDOyrKS5B06qA0sOlLq443rK9k6QKnOFMBaCwne3JBpJNBo0g762A6QSMm48weuTHC4xO2EPPWXS/yO3YWRvj4P29N9ibOaNpaGkW6lgYlL75M+9s5uuBHv/mHnC+lNW0wMDGDsakp/u+DbbC3nfwBjRN5bDbWVUrpg2Q0TEzlp0RdjYxF/paRRtZlj9bJYL8DjdKPNmrqj8sLcyXDERboA+fvf4HHTSzxswfv7q5NdvAIkEGNjMBXleTLfA9m/pw8A6T8h3r7jU0N4gxRPYwBjrSTu1DtHYL4Y3uluTwiKhLGZg5IOpsokqrMYLCHinNE2GNGtSkasb37zPj+33y3G4VF02+9GSwDzT4cGoe6s2MGwz1wltTRy2sUZsr+ZiNzoPftsLN1RUNNKU5sewNeIfMRvfpqMaQL0s8MKMzQGxrjdPzoTDCL5uobLgYqAwPs4TA2NutSctI4GDTOxtrRYJ/WUAUJaioK4Ru5pGcTuJGu2dIp97HHhJ9NO7iP1NeUyxyfpCPfyABF5gk4Z4rBwcy4fYjbW4IvR/E52H/F6zAzG+x34drHxvSQLgeD08F1S0pZSsogXveWd3ZKxpf/w5IvBsfoKMnck65p48xCcW1gEFAfbFKnHUInhSpmLMvkT33w/czMLSQ7EhQ+9oMkpyrsB/zFKuBvh4DPN9miqCAPCXvPQPkYE4dyNIaAhZ0LPD1c4eXhgm+7ohGTBWstOUSIPRsap6B41K/J2k02G+annpJIzXSHmQzebnzgaRSWlKOxzVCcqKy4g1KaoBhfo5rN+7zobrjpYeTmFyMyLBC5R48iK8sY3u6OcHa0Q2lZhZQ9MJ0/XWE5FI2WoVCUGS8liXw+JWLLC7PEoLN3sZWSJCNTs36bXofK4sULxckg/Lnjd6tReuRdGHa2wWn+QhiYnHts3eZLcSajQmrdCzPipXyGJTUB0cvFIGFWg0YcDR7N7xoDmsavvYu3GFgsC6XKD/tNasoLpZmZzhPvY/M7sbCxF7lQZm946x2F184K0CcRPF3hfmmur5b9wEzRQI6GDNabtVSjRFRRjLOHv5Hjg8Zr4oEvJBP7xl8f7/E/uWePyE0zd2ihKChR2Yu9ahxkNxBcF+n0UaaV3znV4BjlpzFeX1MGr7D53c8trteU4dFAH3pX4ehlbXWhY0ujXQsNapYhaWFmjY302uF2lNamOh5hloLqdzWl+XJ8dXR2yBA+OlVj1afALBHn4Sy74m4Ez16BtrZWnD36nfRi6sIsDMvF9AUH+d1x9hAdMFZHsKSSDeHy2vEHZK6HmZWt3mu9q0+oOCOEDoeZpbWUbuuDzoqUcjY1oSBLc36eD9y9ENiaCvi7WcLIdykK4v8PNpr2MMUEYThRbzSdqakshwE6p8xgKS6alMVkjS0nmI4GiUDPXq2JpswAJ0MXLrgmJsawMOkQ42n+5lvlIsTyAcX4QoPZ1LBD5irk56TjwBevoLy8DP/4w3346F+/Q1V5kZRa0ficrtBRYIP0UGCpB42IqrI8GBgaw9SM0U83KYOxsHUUA8kreM6ItyXIEbjA8hiaGzVOAQ2eTscw+C26HLUR38N7eZoGZcLvJK+8GRln9uHMrvelLDN04QVisLKRm8YcG23ZV8HyDhNzK5lRwKxGXspJMWi1vWc02PicJvYmtDSK4csmX87BYXS5pqxQjD1G3jmwsDdiVA1RsWc6wXJOGnYssRXBgF6wf2POuusRvfoqiYwf2/qqlCCyrIdBpDM73x9Udlszd+hrmRJOByJswSbM33SrzKvpb43jd8u5C45d142irAQ5/mgIU06Vall0oLXEFQMxQ59DNyiGYyFrq1NGxOOUGQ6eW+yRZB+UsYkJtvz4CUTMWy6lgLxWphz/Dt4h85CdeGRMm6FdfMKxYPPtMDQwkmbsObNC+zgZmueFokzP5O7uz9XaIiVYDESEL1iLWx/4I668/QHpBTExNcUFV39P/taFxxfntWhn8fB6x/Ks/qDjm5FwHO/8+5lJL5ti9vXqq6+Sn+PJan/A1AjYkQFcM98Rdc6LkFNYBivlaEwoyuIaAmmJp7rrKqcKvGCkn9kDv4jFEikZyTA9DgmkuhT1xGdig/T+7z4SdRMas6yTZW8Lo0ZUbmF9cuaZgRv5FKPj5IFt4gwnHUsQw5RNslJWk5WAzvZ25KaexqyVV+DktulZ1sZM4HAi8cVZZyWzxggmo7CU+6WMJs9lGnjMLtBQGM65SBnbW+cAfvbALz/IxeLEi3DjhQtRlHIMnx4vhX3Eelx08ULc+P1LUVBaiZ0HjuLVvz+N9JQkyVZwe1gzz9IPGmtcR6gY5uYbDu/wRehobYGRUac0+nPwmz6YCWVPAR0LOl+MljMKzV4Uz6AYkWXlFGetYaRbcsqMBg2gmQYNf8/QeSJ/bEMJ47L87j4yqgjSueD6rdsLx6wy993J7W/2Ow+jP3hO8ca1jvMg5l1ws6gn6ZvNwe+YE8bZRM39z++DSlnFWYkoK0iHo3uAOBudHe3YlwVsDgHOjJFAXODsNeKUDgdG4bUKXlJWpONE8Zjl3+wzYZkexVg414UStKGhISgvL5dzihK2PMbZX8QMxGhhSVbk0ktkDWB2b868hbCwcEB6cl81QzqaPP6Z1RwISt/LIEAjE7S1d6DNxB7Rq66GhZk5vD3dAQ/XHs9nkJGlYFq4bnA96ff1bZ1QXV4oM5EmE90Sz8aGRmzceOG49Er42AKXhQM//04jbODvYY+yBgMUldfBWjkaE4pyNKYznZ3ITjws0UPvsAXDmm7NcgXK+XHRnehek4mis6NToqxMJ3ORZY9LdvxBuTF6SzUSXqC0+umKsYXOBEsz3ANmiVFNo4f7nQYR0/0sEaExGjRvHdJP7sT0nAo+dEeVTm1tZbFEHulYsDmc+4CZAxqZaSd3SF/DUIf4hToB9ywGdqQD9S3AY2uB04W5uP/ZXFS3m4sh4lDSjvyP9uJEdhOcnB3BykE6GVQfotHb3t4ideOUe6bRyahw+MJN3UYoyzMHa5SlIUg5UE41ZhkYBTFYLuURECUZHzpWnAVUkpMkPQiZcfu7/5f/Y+/qi5kGHdD6Sk6G95VMjn/UUs1gvVwO1nu9jyMRuewyUQU7tWN0QyxZmqZVHuL3L7M55q7r0UDO75NOLbMtLMfhucm+PzoazGoEzFqK7z36PMoLMiXyHeSEMYNzLfJT+0b8B4L9TTaOHrLdvTMaPKcoqLD5pgdQXV2NXe+9iMioaLSZ2OFsUqooVm26+SF0NFTi0K6vEbH0olE5GlYObohedRVMTS2Qn3aqe1+zxInOkKtPmF6nhIGt/uD/Bc9ZK8cH1d4629tQWl6JpvpayT652pvxYtanooJrSNqp3T0cDWevoP633c5ZvmvtMNXJgpKy2hJPC0uLcZGY5Syhn64A/rQbaOsAVvgB7e4LcTYuDrXNgJNG4VYxQShHYwbAhjNq3vNikZVwcNBZG4wqMgLJZrXhKpdMJzrRIZG53KQTkrlJ2P9Z92PM4vBGB23uhhtkqiwbycdDzet8hf0wrItmjT8bNKm8QufWosu45n4/vvU1zN94i0T4OUdg+k0FH15vAaPJwXPXyuf3DluItJM7xTigQ8ZoJmvOqZozkOobo3N3zAOiXIGqpnOD1R7ZZgI7Vz84RPjClrXs7CFpa5GGYn9vVzjY2yI7OwcX3PJLtLY04eyRb0XUgusFS2f8o1fA1tENDXVVIs3de0LyQBRnxiN4/nqZu8GGctaV0/BhmQp7ANgITseGmS3d+RJcf2Zi6RSpKMqET/hc2Dm5wwxN+OqNF/o8h3MzYtZcIw7oQNKkI4HN0bwx4u8VPE8MZJbmsIyN/RlsPk87USzZFgcXD9z967+K2ImjvS2ycotgamIrsuD5DYfhb9+ErDHQHjExtxCZ6+EQEDILtotXo62uFDu+fF8y8TxeXXzDYOvoDksLCzQ0NsPRwUmyZp+9/iIMjU0xf+NN8PELRF1DE4xNbOAfvUyuB3PWX4e8lFMyd2OoASZzSzvMXrdFrp3MTCYf/abPc3hMM8PRez4Gz2+qQvWGQgosH+VrMuvE3hVOZj/23VsiMS1lbhVFiN/7Ud//tXGUgAWzTlo08zz6t6C5bTz/BlKwmgh0pa1Zzunh4Tnm7/HQcuDN00Bp1+V8XSBgF3MF4t76BE0tUKVTE4xyNAaBaizjJVk7lpTlp0lkkRcGzawN/cN9mEZmVJnP4fNnMjSgWKNL3XD/WUv1NtsyC8SbZ8gczF67BfVVZUg/tVtqfRWjg0aNoYGhZJBoxJ4pek8iqJR65QyO9tZWyTTF7/8Ms9dei5Pb3hb1qmk1FXwYGQ1C44GKO9w3/N3K3kWMo6KseCnFyE05Lopp+hwNlhxcc8FCXGBxDLWludibDXyeYoR6Cz84uPrCx75TZpZw5gVrwunUsJyJpRuH9uxAYUWTTPX29/OEubEBdr+nUSuiZK1P6HyRAmXfxkjq57lGcg1iGRSb/Kk+RfUqZitYzsK6dRq0bORlVkObtdEq5cxEqopzYWVlLVLG7i59jSkqP81ec61kk5jtGy+YPaHMLm+Wdk7wDV8MGyd32Ng74Yprb5JIuaGFE0oqamSydE5GqjgZxq01aG6qR4Hdatx6aR3eSbQQJ4V9ESOWtR1GSRgdbpa6thmaoa6+Gba27pi36jJYO7igrqoMp/Z+LsGL8KgomFu5oKyiHK5+kchPOSEOdvy+z2Br/z0E+HkjNzdHGtA9g+fCP2YZnD1r4dvVy8LMa31NhaxN1SV5qK08VydmbGaJOeu2yHFNMYQjX/5nwG2mchwzWFzzCM/vhtqqHtK15tZ2cp3mtbi6rFAymwzEFGbGy7WIPTqcG2Ln6iMOoT7YBK6rYDUYLGWkDPBUQCttzUxGZGQkbr75ZuzevRvx8WMzRPeKCCC3GjjeJWzGHg1vFzuY2nsiNjYWHs2AxeT6WucdytEYBKZpp8oJOhjVZfkSqRRnI+5An2GBjIL4hM0/b0qFpPm1qxGTE3v9Zi3rt0SHEVzeWOfLCCOjU4ww0vhSjAwa03TUeVwam5rJxOHcs8cRtniTRCSLcxIl8p16fBsyYw8geuWVoy4dmeiMxkjKDktzkkTOMiN2L8IXbUbcvk80Aw9TTyMweqUYF1THocOg5aqrrsLTT/9J855NDbjuxu+jps0Mpv5GaCjJQVb8QXGkOamdWYTUEzvEuGAWgcc0vwcez1Exc2Ee4Im4Y/vEeAqZv0EUhWj4UzlqNFQUZMh2U6eoLrVUlJRY2tLW2QE7Fx8pneLwOQY4aICN1GCdLrCfoIVKQBY2yM7uOZSNDnbUisuReWafNI5PFFSlSjrytUTRV139Y9TUN4rU6fH922XOSkVOInZ/+TZi1lwrvQdVxdl4Lxl4+kID1NfMRsi89dITWFNRJFm5/jJvdIppSDJ6rS2L8YtaNugQWPYPeIUvkJ4KOqiUqLU0aJSZVZVlpbBycJVjOTIqErs/eln+5/PXXpTjqiQnRXq+qILGxmv2wZze/TGqopcj8fBXkj1g2Z5f1GIpmeV+IFyL6BSL6lrMCslIUGrL1sFNzg32Qe16/yW0tQye7WZjNjOJ2l4kygdrnUhmMAJmr4KFtZ0EtPg5TM0sRA2RwhCFaWekZ4rZP5+wBciI3af3PRiYoECDvl4uZli7hxf2Ot5Y3kg4AJBZobEYJjxSeEzw9umnnyEgIBBPPPEEbrrpJtTWjq6MO8IFWOAFPLb93H1LfIAKi1CZCJ+YmAhrd5XRmGiUozEImpN2ejgaRPoQEg/3afJmfSaj9kzhni8N0EwraxVf8pKOYf7m2zGYmCojZLxR83zWqislPU0jbLgDnRSa/c/SEFKQdgb+0cuRcnSrRPdYtsHBfvM33SKPM+vk6BkgvQosYZsuGY3hlk5po/9VpXkyZZuOLJtv2SjPfiJ3/3AsXbUeeXl52Pb2C7Czs8XDDz+MSy+7RJwMYmZuiTnz5uPNV/9PegFoeDCKytejkUJDkLNM2FjMx9hnkZd8TDJ8u3OTYePgDnvvSCy9xAen93wyplPJ+T2zz4TNxbnJx8WR4TlIB4TZlpyzLKFaJBKrLBuDdiBg19yAmcaxHR+Js8fIudYApFHLYW5nD389aYNR3fwiYdLZhKLiMpQ0V4pzwZ61ukqN8mBRZoJ8j3Q02juByoZOtOSfxmn2Vxgaws03AgGzlnfJrpZIo7N2wrVusy9LZLQzW6ztnXHyu77CDyxz8g6dK8IdDA6xjIxqZUWZcdKb0FRXLccQg2gBYXMQFBKMxF7Rb/agcEZPaU6KZEHYK8ReDMpnsyQpePZqJB/7TsqLc88eE6eD810IvxOeA73Pgwvv+DUsLS0kKx6z+ir5Dhk8oSNfV1kk2UJ90sWS1QiMlnOBGBmZImTZBpF6FkfEyBid6ETsrg8kGMDgQEFarMgcc3o4p7SX5CT3Gwx09AhEReG5IIQuojwljkxPJ56ZLDo38pwGqlPZTqqjoaW9vR2/+MUv8Pbbb+Pxxx/HT3/60xG/lp0Z8KNFwK+29ZRjXhsAdPiuQlpamkj7skfDQlm+E8rMzFmPIUz1TzfDnJEUZi0oNWnt4CY3j+DZSD91/jgZGjq7yzIYzWAUyytk3pD+k2Un7B+g/CNLWjggi4u1Yng9GozaafuIqLxCg4FGAdWnOjrbpUZfO8mXA/9YQqAduDXTmsF14ZwJ9i6kndqFyKWbsWj95Ziz6jLY29uhraMTVjb2+Nkf/4aDx2Nx0eXX4rX3vkRjo8bwoPG2Y+sX4mSw4ZfZkfrKEslIMGLKGQyMYNZWlSB2z4cyc4FOBnsjIpZegmZDK7S3d8LR0UGiuHSqGYgYixImGjjMWNAYokOZn3pS1lBGeKmIROUqGpJ8L1snTTkRjwE29M5EaIzK/ITaKtnPdLCZFaCROVlOBo9blm19/eYLyElPws6vPpD7y/PSZHgcjxMassyQ8TgiHNq3XNuz39Ehgg48tiity0nodEo4pDNqxRVYt/mSHvNcNm66AMbG5vKd60r2cg2gxO+8DTfC2MRCJGiZ/eSxXF6QCnf/SFjZu0oZEp3SkJhl8AkIREVRDlJij/SQdmePAyV7a8rzkXJ8hxxb4UsulsfocLDJmtvI6yKbrrkuufpGDhoo8XJzgYVRC05uexPHv3kVsbs/kGyJqbkNAmNWibTtggtvl4GAVNSibDHPS35W36gl4uRErbgMhiYmmjkWTQ04tf1tWesYcKBCGKWtPYNjpGSXwQLOBKFT3h8UGKDYgj4YWKQT0Rs6XlpZXzojzC5PFYqLi8XJWLVqFW644YYRvQbDiY+uAv56CKjVWZLNjDTZi5CYJVI2RWqaNM3iiolD7e5BYMRhOmU0tDAawoVr/XX3w8rGFmiqRNqJHTj/SnfOadiz+Z1lUTR+hgovKryx7jx80YWid55+Zve0nJ4+GdEqraNB6GB4hy9EUXqcGAX2Lj6ayGnwXCR1GV1s2KdTx4uxbkRPXynGZMMMw0gHzdEQaW9rQ9jCTbAwt5AyEQcHR1RVlCPQ1xMVRdmwsPJHalYBDp48i+f++Cu8/9o/u/dBWWWtOBg0GhpqKuEWMAuGRpQk7UBbc6PsV0aY+T4cGkcHm8Yla+x9g8IQEhiAzJR4McLoZNg6e3WXWDXWVonDwF6NkZRYUu6Wn4v9GTSYNEPhgqUXhJOQ2ThOB8c9KBo15QXdQ/u08wBmFp2wd3TG7DlzkJVXBDNTEzQUp05qSaaLb7iU7xGW59EAZ/8MnSJrR3fJCHCAH9WeaOyzhOdIrkbV7DPNv/U5J+P3fSL3UdQh19lBZrWYm5lKgOfWW25DVYsVcitqJZvDY5Fle7XlRUg7tVPKuXjssb+ChrI1J9AXaa5flvbOEiTjMcwhdjyeWer16Wt/EfEBHqM03unUUoiA/2/v4om4vR+Jmt2c9Tcgds8HSDzwuUj+1lWWSgkhZ8JwdkxJTmK/+6mkIAfb33mhxznA31nq1rvcjQ4FSwV5jDNza+PoKpkQQ7SjproSDVXlSDzwWXePCsurWHVAx8qhSz2KQRipOhhAFIBzNbSqYfqQDKlHQJ/76exrM4ZcM+hQTiX27duHt956C/fddx/OnDkjJU7DgeIYdIbTeo1IWeoLnCo1x1p/f/zvf/+T+6qblaMx0ajdPSRHY3pOk+bi6+3jjaKSCkRF9B2WNePpZEbjnKPByGlzY50sxLr640OBKXjeGEWTuvaOjj46+IqeUKaRF1QtjEzOWX+9lPSxydQrZA4SDnwu4gQ9J+0exqwVV+D0zne7DZpt27fC3NwcLS0tuOP27+HAAU2z5WQiJRDDFIqg8ourb4Q0tJbnpcPI2BhtzfXwDfFDQUEBjEzMcXzfd9j91bswMHgQKdmFaKjQ1LXTwSooLIZn8Gz4ec2SZnpmAqikIw5PmwFaG+uk14Pvw/4XZhboPLCMg2pQzCoknT6Eb3XmAjETotufYW5tL9KnlEY1MTOXrA0da0oR0/jkeTUQdBwqS3LEaKKjQceeNfesV2ddP8tjWP9P9S0anhzax4zHTIPOk1/UEvj6eqGBUjedQKC/Nwx83eX7nQx4PtIoZoaR8JiwtneR74EOIZ1UYzNz+b4qC7Pg4hMiDmpjlxofS04a2/ovj6Jy3M5PM3HBie1YvX4jKhoMcdvN1+HhB+7B7//6NpZuvglHt70vaymxc/FG6KJNYsDL4Mf6GlkDWPZn5+IlxzV7G3ISDsPf2wNNTRZIOxurOYYSj4hTpC3BY2aF6os8fgn78Sj9Tgcjfu8nkoGZu+FGNNSWy0DEVVseHLBUk+f3UB1tnh+UU2cDNwUOrCwt0dTcDEd7e+x893lxuHShM0JpZ2YwmGUhvpFL5DwdKLBJkQeW9vaHlE71ylZIyZ5O5pXn51Q83/72t79hzpw5ePLJJ6VBfKj9Gku8AWcr4H964ocsmzrQOkt+1zabM6NhpizfCUXt7iE5GtO33Ki8iDW2lkhNnBpTzScSSqv2LgfJij2AoHlrh+1o9JaM5AWSTffO7l6YPSsCGclxkz5tdUqWTunsf160OUSM2aHKgky5aLJMo6muSgwdyk2SkuxEcQb9Y1YgK3a/RE3pZBBTU1O8/M+XkZaajl27dmHnzp0S/dJOvZ6q0MB384+UCzzL8rSG3uINV8LY3BrpSXHw8g9GU2sl3CLmA1+9i89fe0HkgLXqMoxE08ngfqSiEUtyWDfeWFMhzdXMJJiYmsn/SHmIgZEYJWwup/FDuO+pnjMQ/D54oxGqLbXh61O338JGM72cMrz1Xc6HvvWRwgquvmEiQMGmXEauqerm6OYvsq+MyrLchc4MDUVbp6kVYR0tjG5TflWc5lmz0GnmCAtzExQXlaI0e2zUdUaCk1dwj+9fM5uiRZxAnn/t7a1oq2+DKzMZZ/bCwcNfHGMqOTGrsdgH2J0JrF27ukd5VO9ZCPz93bffQtTyy/Hy21vh6+WOqIggUeD65rX0rjlOy8XQZtCBw/To1FKullF+9iywnIi9SzmJmr4uytbS+bC0de4uEWYWxi0gSlTO+Fmo5MRgEhvw2RTO84zHKjPZyUe/FbW7yGWXSsY0K+EwfMMXyv9p+zVGgo2DG/xjVkrGhUFJOijtTTUIDw6RvoDeToaXOPAWaKyr7l4HeD1heReVr/qDDgPLqgYSoJC+RJ3gDmH2hoMNu58zRZXe2trapF+DmY3f/OY3eOSRRwb9H3dr4PoY4Gff9n2MWQve/IPnyYwV7fHZ0gEYnYs/KiYA5WgMwdFg5GG68s27/5L08fEx1mifDmjSyz1XFEoXMqqnHeA3Engh4YWS/28eECoLO9P5Cv2qU7pQDY0lP8lHt8LJO1hKJgrT42SAnNbRIEmHv8KCzbdJVFVXd50/H/v1Y5g1KxqXXnopbr31VpSUlIg8Ih2PkydP9rmwTyY0fDiNWCRsMxPkmGH5g2fIXJGkhYkl2js6YWHrhoRTR+HuF47szEzNDIyOdnEeVl99D8zMrURj/+SuT6RXiHXYLEXjlGkaDtTbp3IVDTbW1tOY5HC43hkXG51o9lBhVJn9TbwRRp7pQND58PUMlBIy9mXQ6WBklxFplmmwKTaAij8HvxBjjqpTgXNWoWKrxsnnwDNHryDYOnvA1NwaMwEacMwkcR+lndgp381nb/xdVJF4LtAAZp3/ZMEyHaq86cJMBg1+NuzzO6TPbmXnKPMfWOpjaesgx+/+7DYZEElHw87OQc4zlvzxnOQ5qutUhyy4QIIFPBYOfvpP+PzwYRgauCA/J12UlZy9Q0X9qLG+Wsr0qktz5b1ZbuTqHwFvjwAZLtdbWYmqVXSKmLFjlJ5ONF9P69Cyd4EZEDtXb3Ho5X9KchC7+0OZI0KBApYLxqy+Gie3vSXCBBa2DvKTWbbhwHJDNpdTUY9OAr9fBkmYtdNCp59rgPZzMLji6OEva56uI+/mF4HUkzsGlQceLEigoWfQhetNXUVPB0bjbBhMuQBNYWEhfve73+HZZ5/Fddddh/fee2/AeUI/Xwk8vQ9o0ZNYZk/RwRxgw6XRiIvrPwukGH+UozGkZvDp16OhhdFP1j6zEXGkUfzpinYx7U1eynFJXbNudzjQgNM0zjpJA19u0nEEhUfrndqq0JTu9XY0GLGj0UKkEdzBFbmJRxAwe2Wf/2dZ1ayVV+Lkd292665rezQ+++xzkURkqn3t2rVYt24dtmzZIpGrPXv2iNNx5MgRtLZOzrlLI5zKPowWF2UlivHF5m8zy3liEJla2ojTa9YRAFefIORkZcLQ2hWNza2wsLDA5pvuR2TULCkTaTexhr29LdBpK5kfSjWztIQGl5SWdGWFaDTU15ShNCe5h25/9zbZOfeIbI4Uvg8dJt60tf6M0PIz8zNS9YZOPptPqaK1btPFyM9Mwiev/QW+YfNx58+fQ0b8MSkfyji9B2GLNoqxO93hd8xBqCzh0XWaXXxDpXmahikzWvwOtQpNE4lkDUty+xiXvC54hs6VbEd+yikx0o2NTWFl54K66jKYGJvK90rD3cvbB9desxAXXLABX3z+Ffbu3dt9TrLBmGpOLLvi8cfzl/MgyNsvP4GVl34PRpZ28A2bh6TjO+R9dQfbUbSEGTuurdpyKH3QYXcPiJYsC2EJFQUQKOnM1wya6ydDILWOBqGhf2LbW5i95ho51qpK8kUYgY68u38Uko5ulfkVWfEHBh14y0nfdKAlGNCVKWQGj05GbySIEjJH5lYxa8Hmbx7z/B60sHQ0N/nEoO/r4Oojn3EwdDM6xNLGsce+INq+qJHIc483XL+pQvXAAw9IA/fZs/rnhdy/FPgwASjo5yOsDgCePwA8MGsWXn/99fHdaMWAKEdjEKS+cRrLLvKioi1NOd+QhVuPo1GSnSQGgb4BfvpgRIplL4w8sYyFDa2EF43dn/4P37yhpG/7zWjoSdHnp5yUsglG56g8wwZKSi/SmNEdUMUoOOVaqY1/Ztf7fZrAeWyfOnVKbs8//zwiIiK6nY7LLrtMIq0HDhzA8ePH8cknn4x59E7f69l2OQC8kNOpovHN8qDaikIxNmmQM3vDkib2RXBYG5WI+D+zoucAhgYwdrJHcVklcgtKYO3sg5raOpRXVMOotVZjSM1ejba2Fik94rnNSDS3hc2zA0nEsmyKWYXxgBkNGtdaA5sOJrOGNjbWqKiq0WT8Ojvh6+2BiuoGGQxHR4P7iFkQNiFPZ1jSw2Zm9hJoDTztfrBz8kRKZoJE7IPnrERIRAza60snvNSS8rHaQYm60OE3NjaT7CGzF1a2jiJGoCmZc5LzmFF/s446bPjtVmw2NZfj7V//+je++uor6YngOUpHgec7M2Ysu+LvzKB4hy+SmRRWDo4I9PMBOlqw+/1zn53nBMuJKBXNRujBAnvM3sl63LV+09mm80GZ2NyzRzW9D5a2EtDQdbg5xI8lUyydYqWCzHupKtW8TnOTNMYPNPCWjhh7QiRJ3mkgeYPcxKMDzkHhscBtYOYxIGaVqE1x+7tf0zNISrsYfBgImTtTXdZdAjkQ0qdhZdt9HGpkedv0P2cKOhrkpZdekiDSU089JfM16up6DtDdHALUNAMH+hHnYi8RB/U5eATA2tpaZTQmGeVozFDVqd5I46glF5bzZwBdfxkNXWdjIIUPXjiZ0uaFrDgrsUcan+VSbLpT8zUG7tFgaUVvaHBrptPvh4t3iBjKjCxySFXvSbg0yDlngsO+shMGbgDPysoS9RKm3xcvXoxly5bhzjvvxA9/dC/qbSLQ2dmOopx0MUR4EdY2nvI71Df8aiC0pRuCgYGoaFH/nkpbzHCxoba9plwMH5l1YWgkJTX8yWOOxg0HSBrJnIt4VBbnwNnZCR6ePigvzAI6DGBsbYWGxiYYGRrC0MQAa1euwsb1q/DVR2/h1KkzsHHlcDzINO/B+sho9JlZ2Qz7c47GyWdJTFN9LcxMTZF6VpPxy0k6AQvXYMQdP9T9XEZpV1/3IO589EVUFGbh09emT6+TRiloHoyMjJB2ckefqDSbk9n4bOvsCb/IpTAzM5O1wzsgfEK3kw3gDbUVejNdhE377C9g87eUypXkwj9mufRUcUgehzHec/c9ctxqP7edoxOiV10tBit9bmawqFZFx8E/eoX0qbDvgr0IJ7a9iSWrNwM+bjIssutFxMGmAlleyslhraWaWRUxMu2cUDWLWT46+iwZ5PpCZSVtuZ8uLOXjucfvxs0vHOVFWYhcfjkOf/6yODuagbf7u5/v4hchvRwsZeTn5k9mPujoa+EcGPZPsIyK+4iD+GycPGHl4AIXzwA5z80NGnFcx8lgBoxlVKkDZG+6t4GKbV1zOQYjau4SePqHyfP3b/tUbzCN6lQW0jQ/8ADFyezXePTRRyWz8dhjj+HnP/9592NBjpom70e/6///l/tpVKiio6OlxC8hIaHnE1SPxoSiHI2hOBoj1MqfSlANxD1g1qDG2kyCF/3+mt44W0AG+PV2NAwMJPXPi1B91/BDfQu1qLL0o2Wu0N8MrguHYzGS30KVGxNTeZ5WLaY3iYe/xIJNt0oTMVW+qHjD0o2qqmo4ODggNDQUISEh8Pb27jIEOpCZmSl9G//5z3/gHrkaRsZGiAgJxoHP/k8usCzvocSmg5uvXPBpIGhhtJYRTjapMjPR1FAtQ8NYgqg1hhjtZQCCzoOLT5gYcLXlBeIwsDSDxohuNJISooy68vV8IhbLdY6D9HQN/45OA7R3/d8Xr7+ANVffDSc3b/j7eqCmrgE21lZYPDsMqxdGiFEYH3sax48fw8mT1pLVYdSvPxlgGrqDTWUea2joxR76Tt6X2SrCLAb7cnQlOLnvAv28UVvfCHN7d+nhYbaH/zeVAyOcrswha8zM6SuFYtktpVkpu8oeCA5hC/T3QUe7OdJSJ24aOGHJJ53e/qDRzH4CGul0/MUxqS6XbJO9uz8621uwavVatLW1w9jYCK1t7ahsY4lcrayZ+SnHRHyA2TY64QzyMMuVk3i4u2SX371WbUvOieA5KC/MHFI5UG8Y3WcTOM9dZmQIJ3CHzFunmajd2SmOjj5HQ6uA11BdIRKzLIU1NbcQpTXK5WYnHsGaq++FgbEp1t/4CKoryyQ7YtjZIVkfOvXMRPCmdTK4HXSwRKChS2aagQxm7AKXrhTVMSf7nkpPdIZyEo8OquLG/WlkxF7RnlF9ZsvYj8LSSa5lLJfiwkKlubKqOgTNWoSTR/Z1TwTXhQ4k176pDANGv//97/H000/j2muvxQcffAArE03J1G929O5E6clqf+CZ/cB918YgPT0djY2NE7jlit4oR2MQjGbAxFoaTjRyIpZefF45GmLs9ZPRoDHKKBg13WWomJGxGEO8ONFYZIlBf9E/wkiUVpZQoR82kvbu0dBCxZf5G29GVvxBUedhxI7GJUupmPHo+UIdSDzwBaJWXI6Sszux9ZsvpY9BJC6z80V1ipmM1NRUpKSkiJOh7c1gucNiI2+Z4p2XkykDw3SHhumDWRhzXsDpkFjZwcLKHnbO3t0OCT8Te0tMjI2lDOTgV2+irqq4j8HAyDUlfOmUiAqTZDzapLSku2TBwEB6J9gYbmBsjvLKGgQFRshDvv5BKK2skenNtQ0N+GLnUXzy7X7E73oHs6OjMH/+fGzcuFGkIGVf5OQgZnaUKHPpSo7KfvAMHHaz62ihIca5HTSQjIw1ilv83KwXZzRaykG6JhiXF2TC1NYNTdXFcu7RSWG0m9FyRl/pdLDkZLhywuMFHTfW9jMQ0bv8hMcJFcKo0tXSUCfbnHpiuzipn2XEihAA15nepT3jBfchnWIa/v1B41lEBXgO+kVKP4FkGcMXoDQ7Cd+/6yewt7XFl9uPYfO6JXjoF39CeYOxTAlnuRyNdE74ZqbQsNUUzfXV0hStWw3A8+aim+6HiaUjmuqrsO3dl0al6ChZjaAYae4m3M9s9uYkdpZBuQUMPJCvNDdJSg+jVl4u14OolVfgyBf/Fuc2PDwYqRn56DTqlNfNSTomx5+ZlZ3IAYuBb20HAyMjtLe0SG8UgycMPvXOGsbMmQOfwAhZm7Sw9KuqJK9HmV1/rLz4ZvgGR8DH1xdnY0+IUyHOXHt7d/CD55T2OPT29ICNexDS01KxZOP1CAkJRkF2co9SPTpnPE6nOuy1Y0P4gw8+iLi4WNzolYx/HQOqBqh4tjQBjA01pVXMaJw+fa45v5up1QM/41GOxiBwcZxqygzDhelgRuW5OJ13czQGyJFmxh7A7LXXyqrDxZtNiCnHBsjHdkGDiRftiTASZiqsl2bElI48HQkaXbxQs3+hj6NBOdWacunt2HLj/7N3FdBVXWl3x93dXYgBgeDu0tIibWlLS91dp25Tm/pfmXamnRrUhQoUd5cASUgCcXd3/9f+bl54eXkxNNDsrixKSJ7cd+45n+y9v9skySDYvfi//3sPP//8S7fP4+oXgd1/rRQOurNvaN9emwiZFbGzOkiJ4Otz9AiCs6Md3FychCa1fsVJOoQKTB7Y7WCAzEojHWNID1GJMOm6w0np5E/Tf9/I1ByGbbUwMXVE4vET8u+ZacnyM7m52TAytYKLow0qq6uQk5OLtJQkrFq1Sp7Lzc0NkZGRuPKqKyTJ0LQcpc6MHaNTGb53quDnyaRMVYVl0MlrR/4775uSvFTROCXuWS3/TroU3yu1GqwGsyukEojzfmPgy2SU97R0O4pzulR4zwlIlfIfBgMDI6G8qCc+TJyYHBEhESPRZmiO1sZarP/m3U4dLq5vdnRItyvOST7rL1mS97Su95Qm6GJGTnte6lH4hCvCaN4L9XXVcPbwwp7YVISEBONERhHqDR1RmnZY5qqYmtugtqpcPldza3vpLHR0/gyNOz473hN6xlZCM7O2dRDhN7t6p7ou+RxcZ6oEVvU9djt4bjPBZ7W/J0oWDRmi16+UogeLCiwwWDu6Iy4xBaYmJmhtapTupnvwSAlOmYRQ15GfFovyoqyOAXw9QRXgqxyouIaYmGnTy/D9sLPLIgc7LXau/jCyckFzC+DhH4ZDO9eLJqQnlsWBHeuEksrr7u7jgJr6hm5cES8M/tB7772HiIgIfPXoHLz7YTqOFfY8JHViO23KzMwMPj4++Prrr8/Zax2EdgwmGn8DNLVbXnIqKoW3nHT9d+9odNiOcmJqW1u/2vcMAjW1BIPoP9LidiIoao4IpfUNFdciDgfT1dUX2pUmGKzGxkeirr4eJsbGXWw1tYGHtkqgTM55Xw0A1MHEgGvFwtZFAsu4nb/Cw8UGcHbo4jbGAIeBKIMqBsz01qdNJ6vKrGJy3TFAVmYFHJWOB8WgqUe2In5XqwRNrv7DMWLKpYCeMZrqKpGdkoDg0AjkFRYBDeUSoLETpEJOTo58sXKnPkRNdW0oyD3XND/SMtgZVIGBIKvbKltpTgenBSqDIRW9hQkEKT6an5GqC8IvBmJMSFx8wtqniZdJMkeKytkuCJEWQ60QKXy5uanyPRE8u3hLx4gaBc5/oM6h1cBcAlUjSwtlj1Hz32SQyKCesyrOdqLBa8mAuy/aHH4OHKLIvdDW2R1L73sNJSXFyM9Ox85DCbC1tsKx4xkwNjKCl4crspOOKlPoi3Lh4hsmFKmkQ0cluGfHivQr0sv0DAxEe0MnKYcr74aPZxAyU+LlGjD4ZlU+Py3ulCjK7A66+g3tpKlgIkf6HdcNu2rZxw/2+BiN9dXY9+d/MHnpoxi74Db5HgtJxVXlip6rvgaVpXnSfWFiwXXMJNra0UuKePw+h1rSWrq1uaFbe20mVa5+w0S3QptvXieF+mQtej92QMme4OMo1E47Wd8Nxa2w85kg2hZ1Ibk28DHHz7seBiZmYh+s01SJ4mIdlGuh9ikaOsVGeyCD3ekVbz6EDx+Yh/AlzwHRT/b485O8gde2A2HDw6QYRecqTTS0AOaGQPWFz4q/IPC3SDS64y3/XdDcVC8HDq0oWd36uyQaikajc6KhomQwkOHhRo4wecV5at7nPYGBBbsfKmvFQZw62NFgmZAiVQ69YpBdVZIPZ7/wDmcvTWz57Qs8Ym4Fa51ybN+yscf7mRoQ9YnXDFR7MwDQPLRJj2HXQd+AsymSkc9uS1ubVscgBgbkfBPkRTOh4FqhG05VWYHcf+RtE6TWkKqXnXiwIwhkkmJp5ypBupOzKyqqamBr44C4gzuw9Y+VYslcXpAhNDBtlVpeC00bYIKOc6mHu1ZPzyZsnLtSCxkU8voz4GQQWF9VLnoNdR49gzF1ka8mWDWnNajKHpSVXyYr3NcYpFVIJySnR5rQqcCCyY1vuFip8vPifsoqPdctHZrYHWWC4R85VYobBi1V8PHwwYmEWJm1wNdblHW84/GYaHGg4enM8+kLmLipBj72Zb+kmQHnUhiyG9XcDGsbWzQ1tUJfT0+MCSoqq2X9t9RXIO3odqGBmZhZoSgnWZyl2BHhGtc3MJD1TCvm0rxUeWx29hKP7sNatan0XAs03aC1LPcDmm70h07F5yLli+uACYsKHJQYMHIG7N39e000CCYHIyKCUVvfIO9v5b9fFe0YNZrsCKr+NDQxUvQa8sXvGYgmg8UR5U+9bumihIWtI8xNTeEbHIGYfZuFusUEjWuKa4HmI1xbPGfYweWaoU/c1tXfdvuYPOOsHT2FJtpYV4WAQD+kZebDy8sbq3/4TL6vbSAhdRpGZgPf0MTeFJjvUYz7vsnAi6/ei4OHDuHnn3/W+rNMHoiqRoU2VVlZKZRSTTQ0A1bGg4nGuYL+3yHJ2LLpL+gbmaC+vh4zZ8z52yUbDKpZgaH7CQ+RvwvaoNjbciNm4MMNl5xwdYE3DyoeGqqBT72BHvN0ZBnEmQE51QwSWRlltZDcYSfPId0mGgwItv6xQiwqc/JOJhHawMdVTyqyEw9oNwDQADsrTDC4RthtIB+fa4ZBgTYwKPAbPrVjQBm/mhvrJLngAa/uRMQOi0fQCAk8k9u7aB36IAd3FOemIGbbz3BwcoKPjy+SU9NlLobHkCgJGDlETZmaPEzr++Depr6/sepP6se5rFqS+80Krya1kME/gxp2JJgAFmYdly4PrT9Vg8h4f/J76iLfniAcdX4uaXESCPKzImWNDkBM9tg5UulAThUufkNhZGImQTGTYVbh+VwMAule5+Q9ROYqsELM7hwtmeN36WD+tfdKJ0oXbdi5KRMBI2a0uyuVKl2NvHRJQvtC1zwVcF2RftPdvaQOduB43f1DR8Lc0gomRgZwcXZEYnwsrG2sUVNTj/qGBpibmwrhxsbaHVOuuAdZycfEpYrXu6wwSzFXMDKRz5Z6D3XwOmmjRbIblXyoQNaF79CJQk0qSE/oszYyNyVGhlWqJ7ZNDbXISz6K4DFzoceBeo09022IgtwMuLj7IC87TYb8nUkweaCld1jEMDS3tMLZ30tJuNrNR2iBzYKLdLo8g5GZsK/XBECSXfdAWNg6yX7C989rlps+DjY2bsjIyJC9jOuUny2dw9TvSWqfBrpzIid4PzEJeGsnkFmxDWHDf8DDDz8sdrXqmhcVJngBO9qbt0w04uLitD5uq4UHFi2KwqpNf8/i87nGRZ9osLrHJIMwNjbG008/ifvuewANDb1vPBcL2IplC5toaqw/61W0gYJ5S+9Bo54ZZl37MKK3/SGBmTZdBTnFrDrG7+59gB9b8emxu87SK/77gd01BmklVaVC8aAFs7iscH5NN5VNBo4MIkLHLUDsdu36DHYhSHWha05nA4BcCdLVp/dqzsBg4Epak4tfuFQokw9t1ErLYdLAx/IOGQkTEzOgsQrrN67UWk1nlZOVelKo0uP2SCDEiiir2gyw6PZzQm1ic8yejdi7rkSGfbkEDJPgi4/L+RkM2MhDZ/ejsqTnQXdMfqiHOJeQCcbtg9o0QVMKDldjosHOAylpvKdY1VUlZJoi376C64XuTyoHKO5z7HZQp8M9kEkHv/pK0VGCw3FCAWNywCINu1S0IyZlhtQnfjFJMrN2QmN9nVDrhoy9VCxb2wytJNj3HxIhGhRayDKx4PNTaM2u6PDpV/e41k8HylyanqlZop/wDJLqdmVpPkzMLFBTWy+GCEdjjkHP0Ax6QkHVhYFuK+yszJCZWySuUz7eXtj03bvSkWB3h7RATRtwFXhPC9Wth6BW1kRJnswk8Rs+WbqbnPvSmxaOn0mzlnONdEEjQyNccsMTqMg9ga1/ftPj43z9f8/jbICvyz1opDgdVkSEw8jKGSfiYyT45/VXmY+w+0RTCCa0Pb1nJoXsiLKDwv1Ts1vBbivX1LDpS+UeoxsY1z8LL+wqqsAiGzv8AxmcRP/ncSYZyt/fffddDB06VOZr0ASDFFFNfcar25UuT1hYmNjjqoP6oDtuvRFDHnwAIQYmuPPxzqYZgzg76L7Hd5GAFIKOxdhUiwmudeJiQMeWvuBCF4KrdzQIcePw7tmN40IEgzahN/hFCPd72PSr0WZkBXMzUzg5M5DTPi1ZRakxs7aXzbknsMpKfu7ZCAr+zqDtJyvFrIIzACcvmZSMnsDkkGDgpg3kbatPZ1aBXG6uEXWw28U1Y2ZpJ2JlBit02yGNRzoSansAgyr34CiZHxAyZr4EnENDgxAa7IchoWFakwxy1VnNZsVSqTo2S5Xcb9hkSWqYYGhqKFj5JY2CFXMmYKQaOXoECt2I1UtSNhik9wZLW+culeWzjZ6ek/cOkz1ec4Lvpa6qvENE3SHy5ZwaM8vTeh38HBlYUXPAzhmDDzoS+Y+YLkkfaW3dgZ8z5ynU1VSI/oLrk3NfWD1nAE8aW11lKfyCh2H0nOvgExQunS0KvNn9SNi7BoYtFfJZq3Q83IdZpCinFiJymgR5dB7qbg2fFoRO46FVm8Okl+8hMGqWBLpN9XWi46EFc3NtOawtzVFRXgYzSyvY2VrDzMwcFWWl4ip14uhetDTVw8LMBDlZaaLp4HWkcJxWtt1pQWgBzfu8L6DmJungRgmE+fg8r6hf6AlCudO4r4khQb6ylqzdghAwYrokiwy4xSWrl8c8E+Da4etikYv3+urv/osD29chM6dAbI/ZzWJiTOoY1wf3J23n1OXLH8AtT/4fZi97RCaTs1DCCePq1NAuSXdBpszysLRzluSWblmqOSgEk8vTvcfOJqb4KHL1LYo7codeg/M17Ozs8NRTT3X6eYv245t0KE9PT1haWnYa1DdhwgSs/fxlPDnPCToGJp1MMwZxdnHRdzTUecvPRGbD0dUdpgZt+PyL/+HPP1bj5ZdfRk2N9hY9D/PWi2BYn3Q02jcYuo9wimsa2ocmXcC49PoHhSpRXJiPpNiDQrUgd52fGWkp3u5O8A2IQGJ8nFBbeBh2V81k5YzVS21OICqQ7zsoAj/zIB9/xKzrZZ2iTQ/NzQ3imsIKYE84tvN3jJhznQSr6p0LwsEjGAl7/tRe/WyoF04zD13aFPP3GQgw8KC3PQMcBqfkfvN7XGPK8DFTcUWkmJNaDa4FVrDTk0aLq4umMJz7ByceE5zazQCPtB6u0cL0hE7VRU0w2GCgoJpDwsCQAZiOrg5MLWwk+eHrZPeAlIjuKqk1lb3TAc8kVBOMe0JhZoIkXtSbsBtAXQvFr6y+q5J42uKqXKrOBBjEscjCL3H9sXKQZIfBtUw1L8qW5IiFBI/gKOkE1VaWSfeMXHnunwwYGZhxrbFCz86Mnb0jGptb0NJqhKDh45FwaBtyT0QLVa27yd98HtKFnH3C5e8MpPvbvelNg6jM+cnsZLnMQgq7F1zLsg+2KcUTA2MTmVDP7guTJ2pmLB3c4Rs8FH5ebkg9Hgs7Bwc0NrfC1jMMU0aHQ08XiN6djSrTRrSW16HSQB92zk5atZCiPbJ1luGb/QE7QPySQkDkNKFmFWef6DIUkeBnSEcoJoi8tiokHN6DsJETEBdzVJyx2C1jUcnc1kmuO7sCDXXV8jlXlxefsbktTGrZxeA64N7CLgQ7FqqkiB0j0uz4emnuQLodE2zuGezqigOWmQVMrRwkQajXMUNjUzNCQ4KxbsWbfXoNTEaComahtCBD3BdZxOFzUWdEkPJG7dlAhKcVcGkQ8Ni6rv+WnZ2Nl156Ca+++ioOHjyIX3/9tUMEvr1d806XKu6RpE5xxtLD99+F2XYpyM3agd37UxAasLSLacYgzh4u+kSDUG16xi+vQaOJKQK5+eroYOnVVyIqKkqGwtCHXxO6F8lUcJUYXOWwIUK2bpx9LiSY2TjB2soSluamSI47JJs0g1OV4FZ9wjA1GKxQ0gFIG20sK34/Rsy5vsdEg1Wwvk5nHUTfQW1GVWmBBD2kqHCIn6WNS688fa7fhD1rMGTMfBxa92WH2wvXOgMIbdVVrn06yHCmDKuJSQc3yIFEwTRta9kpodMMA3hSOBjo0+mlvlaxpS3LS5PgmEmICtoCSnk8z2BZLwxeeMCzKk7qEAPXvoBBFTstdDPie2FnRNVVy0o4IJQzOtawIqot+KL2gZSscwl7Vz/kp8f3+DN8rQz46d7GTmNjfa0Mx6R4X3VtTrpU2cr7P6Noa5PBbPwimEAKXWfYVHgGRsDSygpNNaX446sf5N88gqIkwWhsqJW1Ree+6tIClOVlwM7BEeaWNjK9PSjQHxtW9i0I5DVgosk14Rk8HHNvehatjTU4umu94jRUWyVJcW/aGiYZ6k5jKhoIE1OVhodrhqJ7vkfOcWFQzWtq7eAma7OpvlaSaX4WpD7x/0MCh8HM0hJJiXHY8MuXGD3rKhG+t+nqwsbKHKGBXhgV6smbV56DgbONraX8qTnDhQPkaLpxqlDR4XhPMkGltoXGDOr3IMFkyTtigug9VFAfEsjuAu8ZOj6pd9x4X0si4Bkk4mh+Nrw+TJg5c6e/bljsQLLjxTXO18hOCqejc22r9rOAIREIjpwoXY2kmL0yz4lgos3zi2cZXxN/nnuUk/Ny1NbWIbkf2hFqyvi81GHwdZDVwPcms2naz8iBCBN94OEJwEtbgJZuCCUbN24UVsojjzwiyQRnKFGf8VL78U3aFBMS6jmunOgLg4Rv8NJXBfBqiMG3MUDNb11NMwZx9vC3SDQILipjE0WnoLI81dXVgZeXJz744AP8+eefePPNN1FWdpJDSo//lgt8WB/BA5sblwqspLCypU2YN1DB1rGjux8KslPwGxMIHR00NzUhJ68QxoZ63U7wVoEBLKvK7FqwesmDSjNoFf5+wDAZrqYJK3s3VPTChx/EqSM9difCJy9WbErbtUSs/vdW0ebPM3gPGb8AcTva50oERnbRJfDwZ0WRhzeDb1asKdZmMcEzeJR8/vx8aS3Lw55VXU5SZjWVFWDakIqGohcqJXUhrIjzIGeVmsPP+D12QPorSmYCRCE4XzODPF4Tdn34XmxdfZDL4W++EYqzkMacBFZUWRXtTsB+NsDKtaGJWZ+qwtRwBI6cKX+ym8gkj9bGDOxZeSVYffYcMqrH5P9MQYK6hhqEDAkULV9DvZPQrNih4RnQ0lgvSSqrwEw8uSZYGU+K3Y/woSMQMCRMKv/9BROKyIgQNLe0oay8AhlOnqJ34POwM8vEgODf+bMc8CZ/1lbJfsdzjUkGwT8XL16Ez776XtYau0ReIWPEQpUD5ehwRvoOk14mGVxfPBeKsk/A0MgMts4+UoWn1bSHizPqGhth6eiO19//Hw4dS0MptSr1evh1wx6s/Hk10o7HoTT9CJydnbBo0ULceNPyLjNcCDsXHyRF93/6tybYuaOWh5oeOkopHaqUjnuS14jOVdRaUZugCf680LEip8q9qZq9wYSOXyptj0zctrCFuZW9JCfsXlFMXs3Eo7xIzpLuKNVMjD2CR0mSws+R3dKsxEMwNreUv7ObqcNCn7ElWlvb4Ofng80/ftAx54oJIs8ankVc96oz7cjutVJsUPaTk/dIb1CGY4ajqb17we4xO4Uq4Typn/L+TsFa+GzhkQnAF9FAcS9v8e2335bOBfUad950LZpb61HbHq4tXXYD3B2tENWyAxt+eQf3fR6H6T6tqDcEEqXh2tk0YxBnF3+bREOl1eAmyE1CbE+bG2Bn5wAjIxPcdtttmDFjBp577jmsXbtWfkduwIugo6EJutfQ5eJCSTS4+XJqcCt0YGrtghnXPAITM3MYm3I6tA5cHGz6NBuBASQ3bx60niFjZNNVrwSTgx0xZbHWRIPV4XM9WfnvBB6ipD8wsOOfrBhzWFVfqDP8HG2clnQkiayqx2z/uaOaS042B+Jx3atE4I4O9ph5zcPikZ+TltgeQCgTdimeZHWTBgEi0u6jKxADCVKy+DwqzjuFw31xM+sO5Nhz/bOyXZh0BN7h42TQlryftDjU0dbS1U9oXOrBQnfB1tmEtYOHaA76RO9pa5NrzSSJlBomKLSbpnCbRQOCwRQDa006zJnUdbGLQioa1wWr2BmRUTC1cUFxUZE8L2dmMIC1c/GVdcmgnQkcA14mgXyNtHk9HZByR+pdZVEmEveuli4au1fUT7BjxeniTIpZ3WaQSW2HvZu/JLCFtQaoq2+AibGRWNPede+DcAuZiHVb96GkKFeq/NQ7qAYNuvgPFVoe6V98PCawpHDRoYsV77L8DDkXPNxd0apvjpFD3DF3yigcjE1B4JBw/PLN5xJw05WNVsKthhbCgy8vL8dVS6/oQkeRdSgT3bXPlug32tqkSMSkg1RWJquk3NFCl+BrF7OBbtY+EwDu8+w4cL1p0xJJR6OiWL6QmdhRqGBiyQST5wfvQe5Z0vUoL5JrybXsGhCJ5sZamLRYyXVmd4gdBCZAdJTSK86Rz0G3qRKOrt7ISk+RPYquWbSt5n2sbbgi1wBfQ0bcHunKpBzZ1ietIIcKckI67Yb5ms2slP2V3Xl29Jh4sePRG93xXGFxCJBSChzug6xMpddYsWIF3nt4MT77cmXHv+1ZvRIzrI7hr8qhuPfjGHhZA+M8gX+cHYO3QfQClvYvfLVzH6E67LKys3HbVHcMaTqAfen1cF78HubMmSObZGNjo7Tl7rjjDtS3cuqopfjfX+ig+JBuFipEzbsRB9Z8joEMVhkZPDJ4GTtljlgn5uflyufImd+V1TVobmqGv68nkuMPd8uJ1gYe4o5ewTL4jNQBFSImLxHhqKq6RZAuwcqq5lyAQfSOkXOW4+DaL/v0s7aufiKQpqMUK7nUSxzd/H2fho3RZYo6j6RDG+EbMRHxu/+As0+YMnE8L002OtVwLHYxgodPgJ6uPtxc7PDRC3d1cNgZLJjbOIgIW32+Q09gIEGBODn9HNCn087D7svr7gsY8JJPzkCY3UgO/WLVlYE6XZSGjL1E3KfYgVGB4lLODzjT8yR6AqmJvJ80AyB1eg/d/ubPW4DkZKWjSFpJaswOCZ4ZcPGeJ6VIRe1gcEUNR38GavYGBvKkP9k4ekinidVjUpg444N8eHL1GYSyeEGhNgNAI9oEN9bL56o4ZJ1Du2ATc6ly052Mnzs7Klybqmvk6emFsePHIzb+BO7/x0s4FJcEA319fPjCXbL+KXxnUM6iGTsa1B0xeeJjcN2Qwsb3TZofA2PqKXjPkEL43bcrUNvQgm//2o+GmlJsWfUF7N0CYWJpIwPh+Pmo3NK0aUV47jCwP1sGGrwetHglVZFFAe7bvO95bajv6A68Bl5h48TN7VTPdyacovewdoRPSBQMjM3QVFuOuL0bhArIbqJ650PVUaVonjRPO1cfuU/zUmKFtqbqsGgDOyw8/5gQs2vCIkby4a19Woe8Hvx9dlNou81iG/dI3lPs2JLuJtql8zx7LNQRuCoceLaft/qsWbPw+fWu+LRwAhJjo+GV8hG8IibjuP0SZKSn4M+v3sUbc4B/bu29SzKIs4O/TUdD02P+4P79eHMOMN4TeO2la3DfffZ45plnxDLt0ksvxcyZM/HtDz/jyWdfwsUA3+DhWLDkGqSdiJOAvLG25qxVCk8XDOxJf0FrK3KSjsDBzR/HYo6gMPM7OWQX3vCAVAC5OXr5h0h3in/vD+Sgrq6AT9h4CR5UE1fT4nbJAD/1RIPVw7M9wXcQpEakwH/4FCWwM7UQOgOpHMl9oF1Q55G47y+MnL0MhgaGmHj5be0e/42wsnMRISi1GcU5SUKJoRVtQEiYVJO53hjI90WkrRmwkvvOAJD0GorE+bs9BQynAt6jdKAix57V//qacmXwpFewdDxIA/EfMU349bxmyhAx/XOaZPAakgeuLaBUp/cYGRnhxx+/x9at27Ft2zYcjj0ugTC1MYEjZsigNbfA4R1JPQNiBv5CXTwDHRqKpEkbpc6GATIrvGETFsLIzEICVQbFfB8eQ0YLvYhdD/L0WaQ5X3slP1MGovyi+xLnJtDsgHQcOgfRJODH77+XrtfadetgaOmMhop8Ea+T+9/a1oqGmgoJqunExuSCVXu69PlyryvIlDXLSj27NCrR9siRI+Hh7o4brr8WVTrWEjSTumdoYipzb5i4MGBWdc80Z7gwuOVrP5sufXwfpN6xE8DPlR2Oouwk6Uj2lGjwWrFbyvtXutsJ+7toPnoDCwlMdNhR9PP1hp29PepqqrD15393+jmuIe+wsXL9aWvMz4V7DbUmOScOS3eptz2Dg/i4JxIsOFAHxY5rasz2XumcvDac4cFzkkkrKeHUxPFe4HtQOcCpEBERjp9+/gGGhoZd9DZnC9bGwO1RwBOn0HFIz8zGrqP1aGk1we0+Cbh3DVkbhairelnO9fvGAD/GDSYZ5xN/q0RDHa1twDMbgQ8vBZ6YDKT8Woz7778fjz32GJ544gncd999uGn5dciq0EVcTHS/quUDETb2DsgvLOsIyBk4O/mEDqhEgxsh/cEZVNApgwEiudtsh6tPfVX/LFRJh6bjT19AWgYDCM/QMTC1spOWNVvprHirT15mIMkK5yDOPDQrZ6zukZbBhCA3LRY+IeP6lGgwaGIwbm9jA0tLc5ibGXcR5vKgZgWRokxW9dYZmUi1j7qd/oi0CVK8yH8nJUWlE2FQdbaQk3wEvhGThJLFoW/BY+bB0NRSgjk+f0VhtlQpmWzR/lKbrenZBLnsmlVRbbTVuro6fPrp/4RbzX2W1dTS2jas23kUCQkJ0mFg54CVXxWdg/c/XeNOJ9Fg1ZlzURhgsZJLu9Vp1zwCU1MztDZUYs3X7yiuYAGRQi9SBWg5xw/1aXDguQIr2OzA8Eu1ptmdZYeGaGzRRWN1LeqaDCRZYrWeCZT6Pk/KFamzOnrKfAV2M5ikappkLFmyBKmpycgsqISppZ7QqjyGjJLHI5WUFXuuNQb12qhKTN7ZnTwXYOLA98DXRhMGr6ChGDVpJqpLcjuZgmiCSRXpUOJKGLtTEtu+gh0KUs+YFLs62sI0aiJiD3SmevIcoWaLNDP+rKmFrSSMNCUh2BFiZ6W3eThddJYlecrvDhndQTXsDnxPNISpySuBi0+YiOp5rdhNpG7RuD2BIXiPvvnWm5JkaNPbnA2wA8yhfO/tAWr6yVTnLKElI+1g1VIIf2NbvJMcgdiCrbBzVbRsY9wBfV1g15mdvziIfuJvm2gQXNTMoN+/BPj3AmDhN0BhTQOef/55+Xr9kx9xIOYEQgLDcKGjvjwfTfqWqCxVDoSCjHgMnXolBgpYoaVorV4qO23CG81KJPWj5zLE6SaAPKDobc8Ehx7rHKbGQ0AZ4PeHvK4qDevUQZwZaFJqZkyfjawTB2WGBW1Z9QwMJPhj1ZlVZW2gJoLaCAal/BzDIyJg4+HcJfFk1ZWJCKuY7ESQlmVgaCIJZH/4yaxOcnqxha2LCFEpWO6rMPN0wKCOczgcvUKEukM7TNJSWIWmu1BG3G4Mn3GNrFdSLM41zY/Xl1Su3izG1akY9k6uuPyq5Zg4eRqSM3JhYGKFCZfejNqKAviGRiEsdAjiDu4U1yAGsqy8qnca+0pro8Cfn1H6sX1w8grC6EtulSqwj6c77OxsJYg77D8UXiFjJZAndTI/JeacTlM/VbASzuvOL3axZsxfjJLSSri7OOCTl9/o/MM6OhKE837he6a2gHoibQky5xRMmTIF7777HmydvaRrQKoQExZa/TKI44wGFqxYDNIclkdhP5NIFnPOJaiL4D191c33ITUjF0bmDkKr0jZTRwUKtmlxS20HOxvqRa3uunek2THYVxkVqLtbqcAzxcU3TChoPNPYedRMZPh3rk31wlZfwXuBn0V3A0jVwc/Pzs1fBn7y82KCxa4ekw6uG3lf+vp44403YGrCgkA9TEyMz4n96y0jlVkZ1Gb0B4bG5rhyxjAstFyL279tRXReoiSMHKTK6+pgYYylwdotcgdxbvG3TjSIvGrg+c3Av2YDXywCFn0L1Le7vm7ZsReW1vY4Fq/9AL2Q8NtX78phEDrhMuGzs2rIDsLZmkrbV4gQLmiEbBpsXfPg5MTccy3CZ+WPByUdSegz7hU6RgZUkTaVndT3Svcg+j7wUpNS89zzz+LOO+4Sv3xWSRkAUcxI4eaxnYqjFCGD0Vx9RKDLSiEPe9WQK22JJ8XgJuZWEpxzEKCenn6/Rdp0PTO1dUNBQSHSEw4idvvPfTIgOJPISYpG6PjL5D5mkEP6H61DGfTxYE0+vAWBUbMlAeptmvKZBIMkTT66JtRpNfx5dq1I3dy26yDyyurRZmABUxMjODvZoc3ZFjkFJWiBHsKjJkoAx2FvrMBKp6YPQ1T12wMwftbsjrGDMXzGUlEkcr3wfne2fUCCrPSsXISMmoUj237t4kZ3IYGfeWF2stYOL681O168ckLDyjze476/fPlyGBoa4MiRaFQ2GspkcCaxqUe3icUs7zt2sbgGaVbASnnK0W0dv8+knlXz84XM5Hh4+wTjRFKSdH1UlKruElUG+RyAR3tcTttm8qENpC/S+Skz8UC3jm7sxo2bf71CdWqoxJ9fv9Pja+V1YpGN+qbePl+uV/V7mwkE9zQmNT1pTUi3cguwkG4oZ5IwGFc5v6nuW1LHhw8fjnvvvReFhYXnRKMxzgOwMgb+e7B/v2dtooNXrvFDbs5erC1mkqF8n8kcC4Z5yUdwX2QD3tnELt9ZeemD6Af+VmLwnjDdF3h6CpBWBtz8q3JR/COnI/XIVoyYfT1itv10xrnX5wMUV9u5+Emg5M9pxRXFvVZDzgZYqeZ0ZA5mIzWBFTlyVvvLkz3TYIDCwFZf3whNTfWiEzkX9poXKyJnXYcjm78VDUVPHY3GhkaUlVWKH/pzL/wTzmEzkBKzXdbGkFFzsevXD+SQZVBDqgOr+jwoe3KzIZ+d9CYG4aqBlaci0ubzTV9yOxobm2FmZowD29bK+iWEt95QJ7M/WJnkTAj+SYOB/tAw+gqv0HGiJzixf51QKSJnXY/CjPiOgW900jIxs0BzfSW2/7lSujVnW7hMaggr271VZBVdyRApInB6Np2OTMythUcdOX4mWvTN4eXmhBrOETAwQn1dIwrTjnZUivnZM8noSS/FNcLEkiLdmvJiWDvSuclWklO6dOUkH5YZQqzkUgweFjUJFuZmcLCzxpv/uAkXGxZc9wB0TW1RXV2Fozv+6HbgneZ9uWXrRqlws6I9b/5l0LPykg5FUvRm6TbTJcnYwkauKYNY2s3G7/5TigPs+vkNm3RGBfynCgbgLKgxeSC9TGVVzf1DW8Iq3c4ho8SNTn3AIPcSj6ARcr9TT6R5DSkut3HxkQGgNIWYOOcKGeTo5e6Ed568pdfXSa0M3fN60lUxoWCipO0+Y4eFdLqeKJPsCLIoQfobf5aUVFKPuEdOjfTCdcuuwZNPPokNGxRx/9mGiznw2CTgsbVAUz+O/cnewC0zfPFZjBlsqmJRVg9sTevcXV0+yhz1jU3470btdM5BnFsop+UgsCkVWHEUCLJX+IIK2qR9TvcWVnEuBijWrW3CRSb3mRX7cw0GDKR5kOLB4UkJe1Z3DDc632CVOiV6swRBnsEjMWXO5aIDGcSpgUEuA7ueKDUPP/Qopk+fheuuu06Sjv99+gmGDfGGgaERrOxcYWRigivueQUzr35ADmLazSpTubtfL7QBDR49V2YJ0Kaak6bTYnf2K8ngwcyKn1BGKsvg6+0qIlsmntT28Iv/n5sSI5Vdrh26E/H3KGIntUn1xUCCATl1UZzhwQozK54q2kJfwb2IrkAMGBiwpxzZIg40qtlA4WFDYGRsBC8fP7FIZXWPnQB2DRlk8ffOJGReh7l1j0kGqSvcP6mjYTGBzl+M8fQNDIUOxuvBuQLsaJSUV6C0og5NTS0wMTHC4f07Ox6H3QYmCKokT/N1kBIUGDVLXHnYKaXTEv+kKDhm6w8ShDGoYiGBySED4frqMhn4eSoarwsBLl7+cq0dHR1EUNwXsJLNJIPg/Thi+DBl8nZ9rVTreQ9R2MzCG4N3xeK1WHQfhINHAIqykjAQwCo/tREcxMdiFl3pKIbmfc2zj4mFOngGUfPAGSakzzLBYAeO91B5UY50RdX3Hd7DvNf9hk+RxCU5eot05Gkda25qjIQ+siFUVs89gddbJQjXBF+zjYu3JPPdgfQxoVUe3irCeYLakKnTpuLRfzyJHYcSzlmSYaALPD4J+Nf2vicZFIw/OxUYPzwQrx8Lwtb9sRjrCezRYMU5teVgjL8lSgJuHDy7Bwj+9tQpdXx2CPC2BhaGAEkVRtjXzl3NS4vrCBCkEnKB49ju38UKtGxnhmzA5wqXXP8gdAwtUV9Xg92rv+z3ALNzBVatshL3IWrqJWhoau63o9UgOl/LnoJpTaeaa6+9Fk899RRuuXIBIsKCsXrrIbS2tMLYyAieoUOwbkXPHH1W+WdedTd0jSzQ2liLzT993C8xr0LL8pUhY6RPMJmg4PXIzrVYt+ItbW9Q6WA01GqdOK9e8VQNpKMFLgM2/klhrvr1oUsWbUOlQ9LeHZEuSWOdPBfpLqzIUkBKbQbnCVC4ecVdL6EoPU5c5Th4jf786hVZJgMWNo6S7HBeAgNHao/IuT+dTm138zpUbjzcM5mEUTPiHjxS+OGcsM3EgGuDw+GEE99QCT0je5SXl8FYpxl19YYoKy5Q5jW02wzz58VdyCOokx6ECRSDPf47rxOTC14rVtfpWseuiXf4BKm8s6Ol/n7jj+zDuu8+GFADy84kSKUKCI5AUkKMWLX7eQRJgsq1TbeqVi0DadXF+yqOfmFJhVT6WQHnvk3RPkXoFDezC8wkfti0pRLw8vt9nT1zLsDXJHau0Zul8EHqGNcRBe3sxFDkTnqdegJBShIT48kL74S1vT3KczhP5+Q6FwG+e4AMvCOtT/Pe37zqS/kZalR4zzFB6QlMTGhWoEmNUgfXLfcNrWhrQ3rMTkl4uIdoo4UyieI939LaDCMjYyx78HVknzgMCwsOD2yFs6tnx315tvHAOOC7GIW63hdM8wUWBAM/5AagTm8k4vZ8A1sToKYRaFBr2Lp5+OC52Tr4uWoSrBwtYefldtbewyD6jsFEQwMvbgGczYAnJ7bgwZ0FyFTdxLG7pRLGDfpc8p/PBlRWoCHjLxWLV26IfZ0ZcCqwdnCXwEjH0Arubk4wMzHChpUDM8lQR0tNCUrqLVB1Fq/NxQ4e3v2p2tOV6MV/voq0vHL4hoyAqamJJBpmpkZdJi+z2sjqNQ9fM0s75f+tHaFjYA4/H08YGehh7Yq+JRl8LAYOrPixmMBqNw9mJi72bn5SCT0dsDOqmujcE9h9MTQyFU9+JiGs/jM54f/LkFFWAw30sfSaZdC56TYcPrQPtk4eyMgtRsiI8fjoxXvl5wJGzuwUtJBPzi+68shjGJlKx8PRcwiMzSzQ2tIiwQ6tNhmQ97W7SJ6++iBLXi8mAnRq43R2uvFMmj4XyWmZqK3mbIMsCeIYmNFmmNfD0MwSh3ZtEoMK1bwQ7hlV5YWIGH8JRo6fKgkDKVT8bJQhbUny+plAkNJTUZQrHbBWJrY6eigryhZ6lrNPqHRLSRPR1gGTztBFmmRo0ywxQWNiwOvLwW8E3bz4uag0R92J97mWWDEX++e2NpkHETbxchGYk37LzyR4zFyxiB5I4PuiDoIdF9KTCK5vvl4m7SwqsOPGa8D7Q0U1pA7K3MYW0CFtKhL3jpqMlKTjSE6Mk/OS5hPd6VwaaivFiIDXih1Rziohba0nFOekyB7UnakCkxYm7j3tMalHd0iyQb2HNpE/kyzed+6ujqiorhcN1LHYw/jW3ASXzxiDj/+3EvfdcaOYc5wtzA8ESmqBvX04Vm2MlaQkoxx44YAz/KMmImb9Cvm3qT6KiJzXl3QwFhyust2LT/eWwGZkC+xsLC7aTuWFhsFEQwNs4z26HvjqaiO8MS4H85PoREVnikw01g2V6oSKD30hg5soeas2Lr4i3DvTiQYrmhSqMnBg4ERBtY+nK8xMPC+Ym58CelJP+ktvGYQGdUpPr08/y8ozO4fsKnz79eeYtbAZxlbOKCkpwV8r3xXNAw9iVTeAwTGpNzQ0oD98U2O9UCVc7c0lyejLOuNnSxoBKVoMOmT4mFpFj4JiVsHPRZWPYNBbx68enG/ChkXhsduvwqqN+1BZE4GDO9bD3DkQ8fGKGLRNY+q2NrBTQr63ShzL60DLXnYo6PNP+R6vbQ27HuVFWgMqXnd+VgzkmAjREcvUwloqvHT+EU2N1w3IKSiFo709fv75Q3kcFjaof+P/q4Ij1eMzIPSn1eixPUIJCwrwQ3ZhKTyDI4F2rUZAcBj8IsZIVybx4Fahx7W2NgM6xtCBjgTEnITM13Ax6OrONPh5ca3zi58RPw+ea/w8ORCSczU0O41EYdZxoRMxmVQN/yvMPCEzj5ho8FycevVDmDFrHjJT4geUJTyTKUsHt64dOE4az02VL1IeKZSm0F2ZWaKL6tJC2Di4oKGxCUmp2fD09MGar9/u9fnU7Whzkw6LrTaTD9W8Jm0gtY9JNBNxbfoRdji57/X8vI3SXZIZG0e3dzGs4N+5J2cnxcLM0Rexh/Zh6x9fITbmKKL3bMVjD9yFH39fh5uvvwpFBWfe+t7fFpjgBTzZB4bWDD/gkiDgg71AZq0Zhk2fj7gdq+Q9srgwI8IeX5ROR0iAnpJIlm5Eqn0bttKJPm7grL1BDCYaWlFeD7wWF4DnQ4/i6yXAZSsVJyoZjBU5TTYhVt0udLDqwc21pypJf8HDilxpHl7cqDkh9XjiWgmgVn3Zc0VnIILVWk4LPxX7wUEolUM93ZP+791OvvYaokxeTonpCA7pf0+az4TL7sTkhbehujQXR3atlwnGpCzYtXcgGBjx4GlqbJAKIg/a3tAxBdzaQe7nE2nHuvwMP3NWvHsKDs4HWIUk1aG2tg7JCTFS6WewPXzGtZIskNrC6myARyCKDY375I7F4JzFB34JdHRgamEjnw0pJgyaGupqpOPBzgerpdw3SMWgEJWdGFayyU/n7zp4DoHnkJEozs9BaFgojh3aJckAtSqKViNNPivN18bXwc+TlXN2II7H7IdH4FBkpqdJsEZHOCt7F1TV1MLM2rbDy4Q2x6SLlOQkScDWm+B5EGrXuz3h5H5N22Y6IBmamKG6jOsos2PfU60NTg8n3YjIjN8Dn7AxuPGxt5B27ADs7exQWlE9IOmmtC1nIsFumrZ7QnUdqCmiTapPUATMLKxQXVUJA90WmFnYIzujP9RppQNJ0H7aL3Ka0Di7TX7b2uS+tXH07EHUffIxuwMTEt4nvF9Ir9RkYDBhJDWz9uAuocMRHCTI+VXLrr4CH33yX/zy+zrcefstiDty8IxNDDc3BO4bq8wv66lsY2cC3D9Osbt9+C+gRUcXI2Yulpkf7PSGDZ0EZxtj1OvsxdFda0Qz5GgGLJgEPDpoZTsgMSgG7waFLbZ4akMbTPSBjy9Vbm+K3ljd4yTRiwWx23+RgOryO17E1Xc9fcqPQ140q2Lc3PQMjSTA5MaewfbyBUxN4IFUmp8mQ90G0X9wHXTX0WCrmyJLWkaSR80v9UOYAQ0DUx8fD1haWiB86HAJ+hn4MuFnskHeNbUHFO/3ZaK3MnV+hKxTzuYgJao7K0tWaukwM5AgSbyxDupqa5AYvQP7dyuWoqRA8tqwU6ASS1Ok7irdiVNAW5sUU9gZYWWUVDIZWqkDGXIYNGoOIiZeiukLb8DQkaPFGpQJCAP+kLGXyPyAEwc3YusvH+PDF++FqbUz5t74NALCRyJh9x/IStjXbQJEigkpWQUZx5CenoYV7/wDuZkpQmtZdu8LqKyuhb6evlSZg0ZMkwrt8X1rRBfABKavSQav02BCchK8Fqz2s6CWdHCjJBbU2ZCGRw0Mk9jCjERx9er4nbY2mUVSVFolCXB9RQFKyyokAR5oUM1IkUGbPYCi6aSDG2Bn7wgdHT2EhwYjKSEOq796A/mFfaf8smvITp/6vCZJyvWVYXjaQDoXTQy6fQ+kNLZTKHsCg292mdiR1xS8sxBhamkj+54OO1r2bkKrZPJRUtuGq5YsRF5WKr76eiXmLbymi0vgW2+/IX/y7z2B/7548SL5k6/4H5OAj/YBFT2wsmb7A09PBb6IBr48DLS0ARGTlog4n+/Fa8goeV82Kd/i591pynR2AI9OAN7eBTQP3s4DEoOJRrfQAbVfb+8GQhyBpyafdH0RHrJnMC4G8LAP9PVEfUMTCiqaMfbyu2QzhBZnF21gkkKeNF1tKkvzpHpCDQgDuIE0dfx0nbpY2aZIeBD9A/UVnNuiAg89Do4iRYBGBClHtstEbvWgk8JpVtrYFUs+tEkqpY0N9Yg9elQSBAbApDjRotF/2GQ5nGl12xMoxCaPl0FGRRFF3ps6pitrAz9rBlo92U2ea3ANUphuZaqPyspKGOlDug7UWxCZx/aKja+4ULUHFLSJ7c6ppr9gF4Pic1JmWlqaEBzoCw83ZwQOiRC9BJNGdomYLMbv+l0q4aSeRc5chofvvgGTRkUgLDSkV3E+g1fOeSDNhdoZfnak+fC9PnbXNVg4axwcHWwlgQ0J9pdKZ31NZb/fD6/buRi2eKGCiSPPOwbdvL8oBPcOCMbUGbPx0Cufdjj6lGTGC6c/9tBe/P7Vu8hOTcDWtb9gIIJrku+LOqLeUFuWh7r6eqQkxqGmvFCShubGOtm/+gKuSQrwVeBak2GwERM69Faa4PlZW1UmSZ020ChCzA76AN7/TM61FclKc9NEm5KdeED0k0Rx1nHpLBcVF2P5dddi26a1eP2VF/HMy29LwjBnzuyOuUeqieHdQTMpuWeWBw7mAIndzEZ1MAVengE4mitdjNQyIHjMPNz8+Du4/por4enji0MbvpYxAywmjPYA9rXXh64bpmg1svq/BQziHGGQOqUFiohSceNYlaDwCq8ZCiQUAT/HV0kAQmu88oKMARWInCpqK4sQMcQfOZkp2Hn0MNwCh8vAurqaStjbWGFISIi42ahzbnnoOHoFS/CRl3wUVo7ucHAPQvbxA6d06A9kMDCqKi2QQU3lBTQDOLfDBC9ksJKno6uvaCHaKXUitu5GnMthdExaWT1nIkBBZVp6BvKLK2R6Lyd7E0YmFvAKGytuLj1R2hhkswLP4kB+2rEenaFUYMWR9zcDrIEEJhCkOATdtRQ1NdVwdXURkTSng7MKTatKVvhsnLzERpbvldU//t6ZmBQuosvgkYob16FNCA8Ph7tPsMw+YeWbdAgmcc0N9cIR5ywLOmbReMLK/GlYmBlh+86uFDVtIHWEjkCk0vHzo/B48vxrYKing8zcQrQ1N8DNyRbJSadOx2TgyCruIHoH7zF+vfbP5+U8eP/rPzvoUVv//Abhk5d00NgKs05IgtnTNO7zCdEBRU6TDmBPdtei0Rs2Wbp77OQwIGei4B4c1afBjnxs1TR1FXhPMmn2GDJa1rQ28Ll4n6VqcWWsb7e41Sb01gZqL9nF1XS+Ypee3c/kQxulc6ty1GS3mPsHKWQPPfgAnnuuDDcuvxa6yy4To476+noYGxujubkZBw50P2Xv8ssXdEpKIqOi8P76rG7F4dRjvLcHqLcNx6hLJ8DQxFS6LK5Odrh89jhU1TXht/ZZTExKSG+nnjbMEfCyBr4696PABtEPDCYaWsDgRj1YfmsX4GmleDiTNxiXEgP/4dOknawKfC5kfP1/z3f6e0bcHsUKcfgUWNo4IO54Kpzt3aUKw6FE9q5+ws1mK5icSc/Q0SjLS5cq8cUKBr6eIaPhFjCsV6vCQZyEu28wQkeMQ3VFGfZt+KF720sdHeGG82DmbAquP7bKWeFjgsBDm10Q0l1oqcngOS1mZ7cVadq5clpxW/tn190UX21g4E4dyLkSgPcFKltLO0sTTJw0HgYGBpg9eyZeffU1qfrzuvEaMYhy9g2T7s2JA+uku0CRvEq7ccrDNds/m/S4PQolxNgU0Qf34/DBA6gszYerXzgaaqthZe8qrk9MMEm3It2UKC3KR0FWCo7s3SJdj+6cddSRnxoHKwcP0emw++Bmb4KqynJ89K+nYGhuL3oQv2FTpMLbHwtj9URjsKPRd1xz450YOTwCX/+4GqWlFZJUqkDNhoNnoHQCS3NThPpmbu0o3YOBCCbmTIa7K3iowMSCzlrc87lWVFQdahu7mzKuAmMIbXMtmIDxXuruPuDz0OiCCYWmnkNmaZhYoArtWqo+gEmRgW+4JOxCf2ynyXFYr5mVg3yPwwCP7VyFxroaKQjxvXH/i42Nga7udfI7JiYmePOdD2BmZIArr7wKU6ZMwVdffdXl+RgnjB8/ES0tLdDT00NzQy3+ubLrmUldBR2ljleYYkXz5fCc5Swiepl51F4YcXb1gIG+PiyNWztZ3W5JBcwMgNui+iYsH8T5xSB1SguUQ/tkosFw4/H1QHwR8OnlgK1+vbhYsPLJ9v7FCDpkkP5grlsPN2cHFBSXYc6Nz2DM9MtltgCH/Tn7hourFAO+nqb1XgzgAUN6j6GphQSxg+gZ1F+MmH09oGsIG2srhIUO6bbCyQM1IHK6dCxKclIkAGBbn3xqGhaoqo6ubu648q6XEDXjCklGtAWJ7IgwQSEFgAdWOof09SPJUAnABxrtz7W9m0G6ApMMQk9fT/7OroVrwDD5Hiku1EQxQXPxGyrfY8dRU6uhzp/uCUxQaP1JOge7Inxcalw8g0ehsiQPY6fNxTP/fAMeXr6KU1Zbm1x3UidVSQZBQa25hZU48BibWvSJfsKKM4s+XBO0qQ3y9URmTgFKC/OERsUuGZ9LccnCKVKnBjsafYGn3xA8cN89+O3XH/HaM/fh2MHNSDp+sptUWZIjiayr31A0NdTLvenoHYKBCn7udEdz9Vdoht2BnQPqv1jYYBLP5ICBe1/WHAckdkdbpBsc1zD1adogVs9eIf0a2tcT+HxMrNmxUBeF03GvKPOEJBW0KaYRA+9x2lOrz1QhaD6RVgKs+GUjPv30U9x9990YNkzZd9SxYMEC+Pn54Z4778aBzx/FNZfPQ0p6524GZ2K8usQT0fY3ItXrdjQ1N2H37//Brl/e70gyiPKKSmxevxrN5SddMUe5A/uzgQfHA/89CFRfuBLQvw0GEw0tYDVVs6Va1wzcvxoorgO+vQqoyKZ9o55UCVhR7A59PdAHKtg+/vz1BxE+xA8BPh5SpVr+6FsypZlUDQZyfXG1uRiQnx6PlsZ6uAdGnu+XMjChowNnn3BJMIJGzUZlcR7M9epgbWHaZQaGCvSX9wgehfKibKHfMLCla5RUEOtrxfKWP0MdkLT3K2vg4+cnlS910B2JTjE8SJmgsGJ5Ktam7gNSAB4kFWPa+6of/HSeysrOlmCIlUheAwYJTAA4jd3U3FoSL/4eO5AUahPci9Zv+KtHUSepZvTb52dCDQSHu9F62H/ENJlXQZtN79BxGBoSiPlTR+OmaxehrrJYuhjaXLpoSRng6yHPRSc3TmsmRaM3MIli0kr74pFRUdi7e4ckHTL/wM1f6DzU9Khz4fsKQ3Y06gc7Gr2BQxWff/kNSRzf+NfrHckrhcSqadbVpQXSxaKzGINwrhd9fUMp2g1U0FFLX99AXNB6Qn5qjOKCxhktunooo4ia3X1n7x5/jz+vKcRWB80vGNxzj9ME1zWdv+jmpg7e60Ym5jgVcE8l5VmV3HDt833wXq8ozJJ7nWc6C6uqz1U1U+Xhhx7F7Flz8de378seuyM2F8ePH8eHH36AsLCwjuewsLDAvffei9WrVyOwcgPe/+IX7I8/mWSEBQXgqzvDMXziPPynZBa27tiFHT++g5gtP6K5vjMdjPsZBfzbt2/HmDFjpMDiZAaU1CldjdxKIHZg1YMG0Q0GEw0tMDHv3NFQgfM0HlgNGOsDn1zSgvJ8xfWgu+pGf10aBjI4k8DQQA/urg5yw4eGBPcopr0YwVYz+a61lWW9HjJ/J7Czx0Qgas4N4pjC65S49y8kHdogFrVv/uOmLp76vI5MDKwd3SVhJx2BCQarohwiRw41OcS2rn4iwKQotTQrAcaGBkhLSZEKI7m/7j5BGDbpUjh7+qEw9QgKUo5wGIXY3fIQ7U+iT7oHPfQHngDco2PYFw/+G264WTjSfI9ffPGZvLe81BihNxH04W9tYVejRRInUp8KpRobLNeEXRDSILoTdTKw52dTmp8uPHLSJcMmLoS9WwAaa6vR3NyEpqYGec7NO/bji582IMzfDf989nGYm3cNgvj6hg8Px/BQn459MP0YrbW9eu0IM+Di6zdGPdw8vLBr+xbpOrHjRGtjgl0N0t36i8GORt+w/J4nMXyIF15/7VWUlSl6KCbx7BRyrbDCziSD3Sxq2cyt7WUPYHLJ5HQgg0UJ3jeaAb06mDRx2jbXGLsaTJCplWCS0BsYKHeXbJC+RDYA9RrcDzXB+9jRo/NztPZjLpE2pMftksKFSmzOrg6pUuygsHjj6BnEJ5GuFIsUqj3n559/kT9p9BKz9UdYmuhh9JgouLm7YNVvP8PTU7kX2eXQ19fHkV/fRFMLsD1dobEOn7EUT958CZ6YYYpPjlrghf+uwb4/P+1xiCG7tHU1FdixY4ei84iMxFRfIDYfmOUPfHH4lC/DIM4xBjUaWqCrZ9Ct4JeuCU9tAN6aC9zpn4Rvq32EqqDiSKuDB7imS0N/vacHClSBIp1GKAK8UIbunWkUZCRIdYubM4V2F/qU+NMBDxDv0LGwsHVCSV66HNqc0M1KXU9dLg5ypKsU515UVxRy5K1U2ehcRPto0hLZ6tecTr178x8SFLDCGj56KhbOexlTR4ehoqxQ64ArBuLWNhbCE2YXgJW57u4/Jkus6J3uBPAzDQo1c050PlE93N3lMFffVxgI0PVNhJwFGWihcFIHKC/OEQoVKUscSsbuELsi7Ibw+vC68O8EqRXUnTGI5ETvEWMfQF5+AUrys5CXfATlRTlwD4qEsamlVHabG+qw/pu3cGirH5KPH8PtV8/BZ599hvvuuw8FasO++Po0Xy8/ByaWtC/mXsv5HN2Bepnrb7lHrEZj4+LR1KroebhOGOhSnE77SxMLW5ml0VdQ+8FuzyC6x8jpV2DZ5TOwbcsmrF27tsteyOSTeiCaA1SVFUiVnBV3BrN0m9Pr0MIMzISO+zd1GHSj68kwgfcU9UctLc0ys4auTdSjqETU3YF0UCNT824NUrj+mMxzSnvy4S2d9CIs5Dl7hyI/XdOGuXd72+7Ax1FND89K2C8JO2mVLBqwW2JqYYfyoiyJgRRatHYNqoslYGSkJGe8tx977BF88MFHWLRoEb56/0WMd67Gf4unY8LiUNgb1eMy063YEJ2FV6PrepyhoQ4re3ehciUnJyM/Px+TJk2CS+w+McR8bTvQOnAkdIPoBYOJxilgazrw4T5FyJQefQgbK73hHjxSNlt18ACn7Z+RkVGnA/1CxkCa9no+QMcxbv48ZBnAyYCyvxlosUpXFFaEKdROObodnsFREuxRO6EVOjq4ZNkDaDOwRF19LQoyk+QgpViUX32hsMy64lbom1ijuroajs7OOJyQKlSq9d9/JEGz5teYsaNx3XXX9inRZ/WMcycGlACcVUeZZ9HZKUtFn+J7Ut9X6FZDi1lSQjiEkFQpC2tHqYKyOkluOQX1aTHbUVpSjnXr1uHjjz+Ra8KJ60xS+HmSGqFv64Oa+iYE+Xvjkx/eld8PHjMXbS3NKMpOksdXBT983OSMXNz38D/wygtP48svv8T9998v1Iour7euruP1KhXdHfAbNln0J90NQWUAFBLoi+SUZJjYuqM85ajMcijKSpJEjIlGbmqM6Ea6XX+D6DdIabzuqsuh29aIV155pcu/K5qMCFQU54ndO6mSti7eUhlnAK3fZix0K06MH8j7JO8vrj1S8bpzk6KFNgtMfL+0XibdiXsM75ueEg2VxW1PToxi4kBXq9CxYrCijpK8VNi5+HbSQPLasgNzqvOpmNjzvqOWjR2V0vwM2Dh5S1eDVHAzKzvo6RvJnCIKzxvqulJQ1e9p4qql1yAgIAi5OZmYaJmCr5rvgq1hEwKKfkSISR6e/gPI6SeTlVouFjgI0qfmThoBHcdF+HjVAeRXX5gF278rBhMNbe30PjiY/C8a8LMFHoksQfkxX+zPLJIDmsJFFXiAv/vO/+G2227FggWXX7DdjEF0Br3JKVI1MjHr4lB2seLy5Q/AytEDObl5KMrLQvbxaJTkJkuVzydsnGIzqyG6ZoXZ0s5ZAl66JumZWMPWxho2Vh54+5s3+vzc/F1yhs2sHVFRVSvzG5KTkuHj44tNO/Zh2/YdWjtLMTExWLx4YZeAXBOk4rCjMdAE4G7+w5BydJvWibzszmhO6CVNg/uPvQcFnolS9a+rrpCEjhQqGbqXHo/QEROlAfTHH3+isKRcKGoMXkhRCoyaKdSM5oo8ePlFIfbADniHj4edq78MRKRDjbZrnRy9RRygbrjhBrz77rv473//i7fffku6SXyNfL0LrroBu3ft6rQP8rGkwjpssmg3urMb9fd2wbGkLJjbOHSIwJ29QyQIMrW0lUCRzlMD2enoQgKpoZNnzMG44YF47bXXUFio/Zoy2WPF3tLOTTq8FDjTctnezU86Xyw+UM9DHYCmrmoggeua9wH3AG3aLnZo+cVCBP/kMFF2X2W+Ug9dDa5n2jzz2vQEDkrkWUKDFXZzVeDj0ihDPdFQBOGWQk87VfA90F2SMz2YdHDWBvcH3lukiZFiyedmVyMzYV+X31ffg8oqKvDjj79i6PAo7Pm/pViRYIWjBz+SQuzuYuCx+J4ngXcH7kccqkocP56Iu++8CYiIwnOX1GJ3D93pQQw8DGo0NMC2aH1t3wLH5zYDh/OAF0Kj4WSuI5UHbjzqaGlpRW5u/uBNcRGBFWNOU2UVdvLCW/HIa//rGF51MYKVviZ9KxQUlcHPxwtHN3+P0rxU8WZngMHp3EwySB9kZZN0GP8R08XylDQpHrbHdv0G3cYy2NlYyEyWvoAVdlboGfRwqF9jZQFMjAyRmpyE4zH78dmbjyM/I1kOZ23oLGTs/mBiED7QKq6knlAjwaqlutaLIm7+XZ03rQ66Ttk4egj1gZVKXntHryBxmKGWjAGNp4+f8MZ1TB1lKBatak3NbRTbzJI8HN7wDXas+Qa/fvs5oiZMwy133AN3JxsRZndHFaSIVP7NyBq33347jh2Lw9vvvNmhTyN++30NKmpbuvwuufypMTvEPpqib004OTnBxdkZBw4qM1PolCNOYjo6qCjM6RCuyswNP+1rQRODU8G7B4PYkNGzsWTmSBw+fBi//PJLz3uhg7sUGkiHZJDKDpShiYVYt1o7eUoyYu8RiIGOjPg9sga7G6bHAhMTct5HDMJ5bzKBYlejt1kafQGvF5MydZMEmdZemi/njQpMrk9VEK4OPk5W4kFJMlgsY9eS3RrS3Eh3M7awlr1Bm36E4HkQm1mNKkMvxCdnIm3D+zhRaQbTwr24dwzw1k7gl1NMMkjLVVFnw52AK4cZAnqGfRoWOIiBh8GOhgZYhelpiI86OO7+nj+B769qwceTUnDZT6XSyqfjjQrW1taoqOjb4w3iwgErxxa2LnBwdEFTc2vH8KqLBjo6mLfsQUDfDA0N9dBprISjkzvyMlOFNsAkg0PhSBfmQaVvYCiHFQ9Fuh7ZOnuhqqocGcf2dvDg+0K7Y0WNB7eKe8/J4Sq9FH+fDjF+QyfLgUj7RzrAkNLAAFXbECsG4j0l+dRlDCQBOJOIMePGoaauBeWHf8LS0cDiJSe1XhRxf/nl5/jll1VCJ4iNpZal81HOrgWdmVgZpaibFX4GLBTtsvpPK9rs0gbYeYYg9+AOGBmbQUdPD0UZyWiqq5YhZXSFolNV1NAhCPByRWpWVycpTXAmwZCx83Fo3VfYue/fAMcAAQAASURBVG0j5s6b3Skw2LjjINwd3butsJI2wu4JK6zqn8esWTNhZGyIE7EHYGrpInSyooxE5CXHyHBR9SnfrPJSYM6EqicYGA7O0NAG0oHCJy3C3LH+8PJ0w6uvvNwrnZCOaKTb8L43t3aQe5TUOhbtHFw8EDV6nNyD69MTuuiuBhJI3yzOToaL/zDRNGlCpWeoriiR7pmzt0ITUyhj2rsaXNdca30FdRO8Z6ntUFEmudex80BNkqqjoW0+x6mAmibSJUmZYsJOF0l2Mfhc1N+wm0HRO4sMKjCxJM2LSVFeSiyM6vPgoZeL9JSt8NKpwAnnADy+Pum0XpdXQAQiDRKwaC5wvBh46/v9mHB9LWBgirqLhIb+d8JgR6OXGRq9obIBuG0Vd6la/Hd+DbkAImpVwcrKajDRuAjBij75yBTIVlRWXTTi+AXXP4Ar7nkF069+BPrGljA3N4WXhxsSjx3F7i1rUNOsh+lL74d30FAJWplE8HCkkJJToDm/gmCXg1SbvoptWTnjfAZSaHjgnzi4QSp8mqYMrLg3NdXD0sFNKBscGsYE41QshxUBuK+4uwwEeHl5YcvmtXjjX6/g/beewxMLPBDsAPz71wNybQlqvg4dihavegqv169fj+eeew5Tp07tcJJikM3Phjxuzr+g0JqfCz8n98ARqGzUw2c/bpDr11hfDX0jYwnsbZ295TPggL/Y7b/IwL+/1q6Hmakx/D2cxFmsJzAw4t4ZGBiEyYYHUF+n8t9XAoPq0vwebWgZvKkGqalcgJh4Pfvc07C0NMcPP3wDE516uRaskLMiy/XF5FbcctqnPjNQ6g2DU8G1I2ziIujWF+HqJZfAxtYan3/xaa+ObdQ1sOvJ+1XfyETWEalCDL4tLa2FnsfHsHX1wUAHB9XR9pjWqtrA4kdDTYWsMa67uppytOm09djV6A+Y1FE34R40QpJnVcePexypqKpEg/qFMwXaUZOaRRc3di9K8tLQUFcj1GDuC6R+sQDEWT60LqetdUb8Phxc+yVykqJx141XQy91DXLL6vHULzlIslsgFMZTgb0pcMsI4NnRBWioLpH5ZR8fAA4fz4LeN/PQuu5RHHt3kDZ1oWGwo6EBHr6sJvQHWZXA3b+14qultbjdOw5fmE9A0sGNUr0Z7GhcnOCBwAF0u3nIuvgIv/VCBvnBDCRbDCxR39CIoEBfpCYnw9fLDRnJx2RIIzsZ4VFT4eXhAn09Haxf+aYkCKQusXpZnHUCJw4c69fzsl3PIJhUFgrs+0JhKs1NhbWDBwoyE6Wyx8ORVBoGB/3RWXDKO7n+2hyrzjUMdIFbLx3RQVPQMzTFyqIofPdnFoz0sjDj5XlYV3NSk0F6B/3r6cTCr0suuQRNTU04ePCg2EEePBwnw9PyUmPFCpjuLdTYuHr4oKCwFOYWpqiuqUXk5MvRUl+FE3GHRJuWoTYgkfj8/16Cr5MZxk+YiJ+c3KFnMA0p0Zu7fR9l8evx1pUeeOK7LLy0pauOhG5VPYFBFN3LKFTl/A71AYXsjPh72iM2g9QcM6maky7lGTJGdCUMhqTCXJLb4b7V7fU2HrS21QQpj0wypwQbdSR6fXFLpNkAheG8F7l+xl1+ByInzEJFeSnqq0uha2SB/Ox0oRaraxgHKjITDsA/cqqsPwb5mtREn4iJqCrJl/VDi2aZrVGQKTRRFqA0wcdgUUPzsboDf44JN7t7KYe3CCWxID0BLv5DO+ZWdUdnOp0E67pb78f8eXMQdzQa8ceOCWXR5/pHUFleLt0NvjcWINQ7x37eHpi74FK0GJgiMvw2NP40W7rYw2deK/Mx+opQR2BRCKCvC/waDyR4z0L8/t/RqMa0rCrOgml5FszrgMuHAKu6DlUfxADFYKLRBTqnFHgcygOe3diC12YDyXsPo7KdusCOxmD2fXGCTiSc99DYUNtB3bjQYGplJxVkdvI47d2guRKu3oGSZMQf2om1K97q+FlW7VrqSqCv54oTCbGSmDDgZSVTfQp0X0BqlFSlayqRk3xEK+2pO7D6RoqGlZ2LVKZJ8WHlnrQGdkL6AlYHqWPoyVb1bEEl7D6w/wAcW7Iww1+p5BmVHpBAmbxvdgF27VHoAXMCgJ93Z2FdclanRJe0KX59+OGHcHV1lYRj4sSJePjhh0WEXdWoiz+3RiMlIxtW5mbIzMmDpaUl3FxdUFdbjcbGJpgYG0PXzETEsJruVir895OPsOCyy+Bt3Yzj9ZYIGj0Xx/f91eXn3C2Bx8bW4qN4VzQ7WyI78WSCcRK9763UYdDSlsnGgYPRnR229h1AVaMO7N38RaBOH37pQLe1CQ2OyQdpVdQIlRVmdruX8349lYGOFytoIMB7MnrDCtzk4SH0FBPTvtNU2BUMHj1XChaGBoYwMTGGh2sw/vjle7nH2P0ltYq0m96E0ecb7KJSf0fNCS2Y1cH7kwkGZ2vQeY/aNO4jXEukK5bmp3VZc+I8ZdY/8TYfj0k0aansFrN7R1qbJMhnacjk4ktnoLS8CrX1jdi7YxM8vBYgPTsf9g4OyEiKRdLB9Z1odCyOvLw8SuhMhLGxER68IgrPvP+LUGfHLLgde3//pNvnY1LBwXvc35JLgE8PAnntx8AkPQOh5KmjugGwMAA+2g/cNwbYnanMNhvEwMcgdUoNnPBN55ZTxc+xTfg+yQqPR5UiytNAeOODHY2LF6zksX3Og4eH9IUESzsXRExZIsFBcU4KotevED/5377+P3z33zdlVsGUeVfisuWKyJ0VOXL8t67+Aat+WIEj+3fJdGDy6fuaZLDiTLF4YNQsodCkHd0hItL+JBkED1rOgeBXdftz2zjScz1D5kT0Be6Bw8/LBHCZyt0u7N68aQ3GhXvgy2jgkbVAW0M1Xn/jPVRWVuOG5TcpnQsA0/yATV0LpZ2Qm5uL7777TgZmzZl/Kf791a/IKijDidQsNDS2oKSiGhYWVmhqbkFNbS2Ky6qkK8W5APUV+d0mGURmZiY2b96MW2+7Cwm7f5fvhU64vNPP+NgAj04EXtoC7N69SxkeSMN7DTQ3NvRJHMsKOTtc+jZemDN7fidBPzuJ7IDZufmKlig/LVaoYqoBfrwvWaFl4tEdlNkOF15h4OwVG8YjZttPcDEHqoqyMGvWPLz05KPY9FLvNBVe56FTrpDPgJ1dg9ZalJdXIvV4nCQZ7JBxUj33SQr5LwRw/XEoH2dlaBOFczApuxik8XEeC122lK6GTzeC8P5Prmd3lskZO5IE7wcVNZWaK94DZxJmhrpCczueEC8Je2ZGOmytLFBWUoiy/DQZ3KmeJDw/Dfh6jWJzK6+pqRat2Qfw4nRgeOk3sDBsQ+i4BV2ex8YYuCkSeHMOYKIPPLlBSR5USYa+vrFWXVBVI9CmA1gaAUcLgBemnc5EkUGcSwwmGmog77GvjlPd4bk/S3C4wgGvhB/G8PBw6WiUl3e2/RzExQMK9XjA0u7wQgAdnIZNv1qsSLNPHJYEozAjXgbmkRJAISj1DnSXMjM3hbmdm8xemHrVvQgfNRUT5l4lVT5akWrzV++uekyTBA6JYts/6eAG6Z70lUrQHX2qobZSRKgcGEhuODsdrKQxKeoJ5JNTAN7TUMGzhenTp0mlmNA3MkWOeZQcsDbmRtA1tsRXX3yOqspqBAQoCdM4T+BAtmI80RsYzASMmAG/kXOxbcdufPPzXzJMy8TYEIG+nrAwNxGKUXV1LVpaW2FtaYk/P39NaBLdTS9W4ZOP3oebmxtmzpol3QzukxFTrpB/G+KgVBif3QgU1SrUD34+PmHjuzwOJ/2a91HISj0OH0fPyrOLwxZFqDrQkcCO7j8yi6WxXtYxQVEv9TfdBWPk4Z+tyvCFBF19Q4SOvwyJe9bI/bAkDPgxTjFR+GzlL9gVl4V5gd3vJZEzl0kgHL9ntUyMpsvU6pXvISnuIKIP7JGAlZoNVv4ZnLO6r5pKPdDBIXakxWo6oTEpZ7LMAZhcb6Q2cc9hAsxOG5NfdfA999V5SlvXnAVQrmUmPzK/gx0UDgI8A85TKlhYWEiisGfnNiQlxoktcfyhHfjruw9RkJcnBTX79sRdTwd4Zgqw5gSw+oDi7Fe6+hmY/zQPIy2ypDsRWwDMqfsMy8OrERCkaKaC7YGnJgMPTwBi8oEH1gC/JQL1GkZ2rgFDZTK5JmoageYWYKIX8OYOwMEMWDKwB88Poh2DicZpCMG1gRXCR7dYIq/WCB+MPgpzU6PBjsZFDAZV9PBnhbS3APd826VGzlomblFpR7fjyJYf5DAhbYpJB51ieHCRMhCz9ScU5aTA2FAfZUV5cnC6u7rC19sdIaFhfR4URXoSecZ8TtIlqFtipflMDMWjKJOvmY4vDDBZKSctg5oE2k/2KAB38TlvAvCs7OyO968+2+OyMT5YH1uK+vp67N+/X2hQ8v0hwG8Jvetc6FQTNGquTGPmtSad78iutWhobER9fRMycgpQUlYJS3Mz6KAFvh6uyM7Nha6+gWhrKPTsCYmJidi7Zzduu/Me+Tt1Gqy2XrVgtog3n94IVKjp/jkU0MEjUAJZddRWlMDcyq5fn3NFSa7oMDSrvfzcHT1OisANjc1knRPUxzHxdOimw0WO++BUcCBi8mJkJe5HVVm+VJe9rYEEZXSB4PtYYKa/UoVWgffZ8BnXyoDE4wfWSSeE7kU8O0n7o8U7qT8MiLmnMIFh17O+pkr2HFVVfsCjrU1Ez14ho7skD7SetnH2lDWm0vpwjhbpPppdDRZETke8nX38oOirKLDmsEwmbDJLw+TMCcL9/f3lz4yMrPb34Cu6EGqd6qrL4OY/vN1m1xVPTgY2pwK7MpXfZVJ604oCmNRk4bdjwMIQYLI38PDqFqzdm4iP5jViw016WBAMfB6t7BUHc7t/LbyONVpm4TAhaWkD7EyB4lpgXTJwaTDgZX3GLsMgzhIGEw01kEfZV2vbnpCdnoxnEscALY1wP/i4TDIexMULBjn6+oZyAA80cHr5yDnLxSXlxIH1YldIOgDdncj3zUuLU4a10Snq0CYRa7KCd3DvLvzx83fYtfYH+T26O+mgrU/uWrwO1K44uHPIWwxSj24741oIBpIUgDPgNDQyldfMyikdVGi72J270fkWgLe2tKK0pAJPP/1sBxWIFd4RdhXYnKh0iLZt24Zhw4Yh0tsc+VUKZUAbKL7ldfYKGSPdDFaNG2urJeBjsMPPXKepBvoGejA00IehoQFMTYxwePcmfPrGY8g4flRsKimepj0xE7ee8PFH7yPQPwDjJyjuU24VOzHB5Ch+bL0adW2d5X6ktckQtOFTOn2fA7hU7jl9Bbsa1G3QEUsdtCClaJnBEKvKpM4xkeQARtXvkdJIyt4guoIURlbJ81OVuTYM2n7XyL9b24CP9gH3jIGsD3ZDWZxIPrQJR7f+IL+vDk6nlynhJbmoKi2Qbkd+eoKsT64xDt9kok0a5oUA0jrpwiRUQDWU5aXJfsM1xiGF1B5ZO7ijOCepS1eDa5NJ1+mA1s+u/kOlqMU1LR0N0zObaDQ3NyM1NVm6gwz2VbqQipI86Onro6G6HM9MN8KeLGBbeuffb9Ixx/FSPfxjCnDXHwrd86elwGVuufglyRQ/Ni2SBIGCb9te3H5NLWxRmH28y/dbWoGmFqCxWRGPf31EST4eHKd0WQYxcDGYaKjBRDoaFX3iWS9evKhb2z8GQSdS0vGvtDEwKE/GLcGDk2ovZrBix0CalaaBANJgPIaMRtTcG+VQyozfLxVFeqXT0526iOTDW0TI7RE0QipXpELx4CJ9isEBaQHJ0Zs6hJucYfHmP27qdhYGnVeoj2DwwvY+LRqFXnUWBbfkSpMfXpARL5QgJhsMNLNPRGu1uyXFjUHn+RCAq+Dg4CBdixVfr1SoQDo68AsMR215AarbEwrOx+Bnc/9MF/ygZbYhP1NSpCjON2ifgdFYVyPdNSZYVo7ucm34mccc2IH1K99CWUkR3JztkZGZLV0fV/9hKEg7JtVWJhtcEwymNAeOqiM6OhoxsTF44MFH8Mydi3D5GA88+GO+uJJFzri2ixNOZvw+STrZaVChqqzglGgkpODw/akPZ2RixQ6JU/v3+DNcB+oVc3auVAP9BtG5AMGALunQRvk747TxXsB2jQCSyGt1hLF7JBZNCkXqkW04svk76YBoAxN/M0s7SfgtbB0lSLdycBUKG9cpExGueWfvC4fzwmSC87WYJKlAHZAy5M5W1hgHFfIqcrYSOwLsmnbG6RU2mKykx+2Gd+hYEaLzHjrTiUZaWhpqqyqkUMM5GtaOnqILMTA0lud/fKoxYor0saf45HVQgZ2sZb+bw1QfeG8ekFYKWBkrdKdP18QgutgcP+rdIAnKoxOA+8cqBhjawOJBQXvyqw7SR1U0q1Huyv+T5sd9c3nPDdlBnGcMJhpq0DMw6pUWoj6ld9PmDSK+nDdvHsaNG4eQkBDhMZuZmQlFpMUhAjkR/8Akm3QsH9XNXTWIiwK5qTFir0o+7fkCg2g69Yyce6O0uEvy0kXw2tbWoiQX0ZuVQVpmVggcMUMCN3YxeLD4R04XHjCpUxR49yQOVgeDSwatfpHT0NraLPQoVrJPR3/RV7AooMzSyBFKhr6BsQiCWYWkhkBTN8MEiknI+YSjoyOKi0+K50n98WlLxO6MkyKM0tJSJB3dDT8vN2S3MzmZePDzoV6GVKnWlhZY2rpIxZFBAGdQEKRMCYVFzwCZ8XuFdsFk7/CO1fjh07eQk5oggTepZi0tTaKfqS4vlqFc/FnP0M4UJU38/ON3GDl8CG7+xxuY/8IauLh5CJc9nZaW06+GoXFn3nh24kFZWypQF8Hq6KmALn4MaFgxV4Hr1dDIWBIaCmSZYPE+JJWxg2Jn49SJ1shE/O88FZydCSbiMdt/6vjeJG9gd0bncJgi8aFTrkTAiJl4b1MRRjRuRFNFD5yXdpBOxEnWLGpwxgbvQxnu2QaxJWZSw4T4TFu0nk2waEKdmXp3jHspqXpcY5Kg6wAO7gHS1bDT6Grw/lRPuE8FfAyudwsbR9GGnO7jaSYaycnJCiXL1FK0h6Q+smNlZGKK5f45iM+pxoZMsy5zanR1gNF2pbg1okbok8NdgOc3A/etBjytgddmAfEbP5dCbp37TDyxAdiQrHQiHhoHOPbxbTDRaGhR/gxqz3U2pCiCcn87RSs2iIGJwUSjn6AtpWpKL6kIN954A1544QW89957+PLLL7Fq1Sps3boVe/fuxcvPPAbdwAVY1zARz09pwYiemQmDuIDB4JabNN1HzjUYYLOTMGr+LbBy8EBZQbpMe82M39OeXJxQJtQamYhmgoLp1JgdEnCd7ED0zwGKv0PrRc+Q0cLVp8Cblb9zPfmXTi+kztAxi0GoanAWKVvs4DBA7xCAF+WcFwG4ZkejqEihmzDQYsAwzDy3SyW5MeZbGA+/ToJoBtYBI2dKkEMrX1b1Le1d0NhYK9bCLGqwOs1gmu+PCQZ59+pzIhgU8drQKYzWwKS20A6YgSCd9ozNreX3GViodA7aoKPTBp32YEs1Y4EozjqO5MNbMXTalZ06FkxCTC1tOuhM7Y9yytcv50S0BCxMuuQ61dfIGlA58zDIJTWHiZMK+emcfByq4Tj195yhQboknebidv6G1uaTKlzSpv5oZ6vwswqfvBjBo+chM/EADm9cicK8LHx1GLhjVO/PQQobReE1lSWSFDPZZAGAXQ1+P+fEYek8XUidJhZOaLlMy1sVmNAr2jwDpbjS0iT3Efdjza6GIgjvv/OUJtilpD6ESYamSP10EBwcBHNzMzjYWYquhsULPpeFnTMWWB9GUZ0BVqeZwby9q8NuipURcN0w4J15gLVxE55a14xrfgCM7T3w/qOLUG3sgTd3Kp2N12YCSVs/h6t/hFB344uApzYCq08A944BHpkAcTzj3qZNO0UrXSYZVQ0AfUHp8WDRXjv4z0GgvklZm0bnr843iB4wSF5VFwc29n74ULyp7uu+cOEi5Ofni7sUrWz55erpC9/gYfANDEX0sWQYmF6ClhP78c3VrZj8SRPyB72fL0pMmzoJLZiB1LQ0JB7ZI1VTctXZUZA/5atFgnHl7y3tP6N8T/Xvyu+o/X/7zym/1/7/ra245Nr7oGNig6qaGqmqMakoL8joulHr6EjgxS5HXmqcVHh9IyaiJC9VqBP9qe5a2rtJpYuBGh+L1JvzCVZKfYdOlPdObjEr26qZJhyuxSCduhMe+ifaaSLnu6NRWKhQtziluzAlGhZjgDK1/IcVurbiROi7j8LiZXdg3ZrfUJAWj4CR04XrTTpbbvIRCQaY6NE6lO+dlKjuEkV+xnRiMjQ1FxG1k3coKotzpYLNoWO8fv7DpyItdpc8Jqkv2miknGOh2v84+Vt9xgItME/sb5QgNX7XH6LHIPiYAZHTRTRMsGvMzgenkvd15oj60D/qjGS4ZHMzygsz5VrQLY2VejpV8e8MCHNTYuTe4fdIp1L2+Pq/daIRMWmx2EpTvK0CK8GZ5UCroRXCxkyTQDP92B5JQtVBAS9nvoQ5AnE9sQ85zLQwSwJwMWhIOSoJIa859w/uYwxiqWlgl4rr+EIAaWHsztBti8k9wb3FlvNbMhOl0s8OIxN6Wi6T3kjqGK+HMkvDCijJO+3XUZqXJt2mwMipmH/ZItHNdUdp7Ws3w8XJBosWX445c2fhtgdflKITixiPzPdGVtpxHDQaBRunJrm3Rof54ta5VmirrMLvCcCKI8CIOb6oa96BtFYPVC5egzEGpthwdS1mzpyH/x7MwrKhwNOjK/GfuNUIm3A5dv/2EZob6nG8GHhmE+BvqyQKlu6tWKNlzoqhHlDbCFTyaGsDSmuB4a4K1Y+PwSRkVzpw12jgnd2neYEHccYx2NHop+MUDzuKONV93TmRt6SkFGW1raiADZLza/Hb6rXYvGULzM1MkZqejQd+q0VarQV+v05nMOu+CMGg8arLZmHulCgEBAZIhZ2BDvUDtCjkwcQAkRx1CvoYoPPg5SHLqjsPZQbIXIeKZauzdCcYILPCzIosJz3TwYn0mXGX34V6HRMZkhQ+xA+HN34rw8s0kwzSSEiTooZCNVSKlUYOtuMh2ZckQ6f98FRoO7Yy/ZdV8/OdZKiGazF4pAMLNQEU5au8+vn+2DHgNeNQwIEwAZyJBjsa5jaO8tpDLMrEvlYFBsPLJvtgW5mPOFQFeNC5awJCJ1yGssIsHNn0rUwL5nvkUDp6/Scf3iyThHvrRnGyLwM/rsX6mnLx/yfVg+uSVJeM+L3SpeJ1ZKCuzRpWtf8d+e451Hx1KbI1ZiyQ252w50+ETljQIS5nwMrnUv2dFre0JO7TzJENfwlNlXRVdU1cRtwuEbxzHgwTF3L/VdVmvj8m5KrulqrDxQ4OwfuMFLO/G0LGL5DAl9QedVw1zABHTWchbOLlyE+Px6H1X3dJMlT4cC9wy0hljkJP4J7Hzpm5tX3H9Wd3g2uKnxu7A+zQqX9GFwLyko+IFo+dIYKJrk37DCW+Jw70o5Ca+6rMcnHxPa1ZGt2BXaKoiGBcMXc8Ro4ad1qPNXRoBHQNFBobCwjhocr+uTSkQSiWv6bZoTw/DeNdavHi+HJMdSrAumI/PLvNGHuzO9PtpMOpGuBnonQ892UDPx4DqpuAW70TYVxyFKPn39LpNSSXAs9tBnbWDcVs8wN4YhLgYdk50ahrVhINI31FFD5KcbIW/OcAMNpD6ZVGqX1/EAMDgx2Ndhj3w3GKh62qukbhEgNBS1tnsX8jWOnlJkMbUcJn6GT4RM7Asu93469lpvj+qhpc/s1ZfDODOKfgpOSJ48bAydYS2/YfQ3JS0lmxzuT0XgaCnAHAYXPDR46Gp1uAVicoVm3JKSYdhpbLpDoxiFCvZPYGBr1c2+QEUxyeFL1pQHLbaflo5+4vLkQUZlIzwv8ngoLD0WZkgZZhY2TSOQNMdjuoFeCwLSZ750JPooK9vT0Ki4okaUw5sg3XjIMM7CMNwtk7RPQywy334f4/s+A1PQu6Nr6wNM/BtlUfS3Xe2S9CfpeC9uP71vbbJY8UDys7V0loeQ0qS/JFV2TvESD6GlKsXHzDJEF2DxqJrIT9XR5D7Cxf/Ba77jDE7VHAxxqDo/naYrf/grCJC6VTwr0wOXoL/IdNxeFN34hdppm1vXScugOT7/vuuxcmJiadaFqqfZf0qLTYHWLNzPXNyji7NEysWXmmAYJPxHipNBOsoPPfeZ15b9C15+8Edqn09PSRrjbpmvSbqNHj4OJdgMQNOShIX9/r49AB7Y9ESIX6C+UW0woWUGqrymBm5dDRSeLsHFJjuNa4Dnmv8jPhZ3QmLK/PBfg6mYh7hYwVswz+vbq8qGPdsZjDhJoJPWl8SlcjVYoAZ3LuBVFUlI+W5hZcNm0EdsyZg7Vr157S47Bb2NxQK3N92K2Miz+Bq8IACyPg850FuG2SJ3zbTiDdOBIfxPgjOzMDASMipINDKqM6Kiur0NbaBh1dHbQ11kI/X9kc2Hlgp5bJwDyTTdivb4vaGdfg8MbOgVCRjjMe+6UQHubA8nY/D7pLNTQDtU1KV8PGRPli8qECO8LsuFXWK3SuxKLu3foGce4xmGi0gwdvcT/caMhR5I3Gzbow87i0hll91lZZZPWNU5jbTOxxx3ZjfD0lEa/PbMHjG87CGxnEOQOD+IjJS8SBZdJwH2xctxpP3XWnWI4yAe3rvIkeoasLj6Ao6UQw+CL9hWuMwTH/7IJ2mhQThNbmRuH0M2jsz3Ay3gtc2xQ4FmYdF+rDQAZ1BW7+wzpoNa4Bw2Bm5YiaikIEh4UjO68Izj7u2PzTx1KJpB0uudQWdq6StPGzUoEVSSYiqiREEpL25OR0kywGy/xq0jGWynJbSyNcrAxh5BMFNx1dCcRG2pUjoc4Hw2ZOxvHMYni4uyI8IgLR252F2kS6UcLuP8Rx6VRAGhHXR015sTJEjdVXWgVXscvgLJQX2u3q6SvuU+wIUduiidKaFvyRaoHbRzfit4SWjqm+KtCO9uiWHzB06hVCneKsDgafNs4+8nnZuwX0mIxR9zZmzBjpFhsYGHSaOaICP4/Uo9vbh08eQm7yYdEgxW3/ReyYGfCo01y4jtnVaGyoE6rZ3wXsIPAzP7j+a/k7A3//4dOkqzRRZx3e/y0XBf24HJxS//IMZX5BRg/LkNSbgBHusobYXWTnjNav5Pnz/qPg2Nk3DLZufijJ1t5BGYhgMkGKKjVgTJjYvWFRh4kGxdqB1o5w8Y2Q90tqJ/VEfP9neo71T19+hM2rf8EjDz+Af778CiIjI/Hmm2+isbF/5w6T93UvzEPI0Cj8sjcbV4waiWZrb+RlpePRMXU4UGWATw5awMa1FdaOQWhKSpTkiWcMB2eyM6vCFVdcgUOHjqD+6DeYY3oA0+yy8Kse0NiizL0w1gcC7IChzT/CwvUqlIaNl/hIHdQOcV39c6vS1Vg2THGoYqLR1AoY6wF6usokcWdzIL9976ED1VtzgS+igfvHKb8/iIGBwURDLXHoixUnKxeOXsHickPrt4baaniGjJLkIil6s1Z6Bg9Ych65GR07sB5P2o/AmxH7EVMArOx9LMEgBiDIkeVEXYpuPe1NMWTIEHEgI7guyAlnK/1UwWCAfvUUT3JdVhZlizCTAVx3YCWNv8NmNi1rSaVi4NxX8PfpgqRUH+PPyEyZcwUOdSP9h9QdQ51WTF58O2oLkqTb4+ThjxPHE6UYwK+eJFLUQBgam4htLCvfpDipkhN1KhGvEZMRJSFRvvj/PYnNSZtistjQoiczQOZNjER6a4XQSvi6WN29ZYYj3ol1R8yBFTCbvQi2NtYwMtTHlTc/hO8/fVMShdMFedYMkkwsbaTqys+dg/sYjFKbwWCJSQ1/jpRAUv20aRre21KGqGss8Macciw7aWDUAe6JpPQNm7ZUZiiwIzZk7HzE7Vgl3RJtmDp1Kp5++mkJlu68807k5eV10mhoaja4tyrJxmRk0BkoIBJm1o4y8Cs9bpfcD6pEQ5IzHV2YmtugsKGXKYgXCVg0YOHjyObvhVZIVzpW23OTjiDj0BosndGL3qIbvLcHeHwi8Mja7o1buWbYvbJ1VgXakHPQyslDrJTFgCLhgMyBuZASDYL3Da8l6WB06OPewD2beyYTDuqeWIQkBS1g5AzpCLMjye4h/zwT4HO1OrjhwXtuw813P4rrl1yK8PBwvPvuu3B3d+uka+oNNcVZ+L+fgbdXroGOATVud+L6hfOwZ2cWjM2yZL+gYx/3CHbHC9MTJNFgLMRuIjF27FgMHz4c9913HxIO70HcUx4YOX0R7mw4gPfWKa+Dk8CXhiu2t156f2DxqDn4b54rqkpyRSTO7qQ6siqBV7cD4z2AB8cDLhaKy1VJLXC8CBjpBvzZbmJAN6rvY4ARbkBBNTDNVxksOIjzj8FEQ93ysBvHHP6bjYu3ePazGsfWKQMK+mr7RyoHcm/e/NxoOWeAm+qWmGN4HV54aUYGkkqA/V0LhoMYwLD3CJQAJnHPGulmPPfov5GQkCATnQkGg/SJJwe5v0JHHlycZWFiYS1uOhWFWUIx4UHVHS5Z9gD0zGxRU12FI9t/k0O7r+5PKs40ucTsfpCnf76dmU4FvL/I0WeiERI6BGnZRQgePg4f//M++XfqS3q6x1Vgda6+hl89608YVJDrT6oT/6SuRpITNctOVtwlAZHOSA0WLr9XBPlmdm5yzYPajuDn3U2wsPGHa2AkvI3LEHNiFw7vSZRKfHkdkJaZi9uWzkVYkDdQU4AVn3/cJy1ZT2CyytfGjhuTWLp2ca0yKaXjEP+dnv0MpKg14lRu6kI0kVPehEOFxhhhrY/LhzRjlZbYnWspeuM3GD7tKujrG8lr5xwQJh7qIEXqkUcewYIFC7B582a8/PLLqKxU3qcqWFJZi4sQvb4Bc+fMQ1paunT36KLG18thjPwzdttPUlHm+ja3dUa1itaafBSX3fgY7rj7Huzauf20RLQDHTQJCJu0EEkHN8m5w6IFDQM4gJNYHKK4/pwKCmuA3ZnK5Hptn7sKfL6QsfMlwSbNiAk1BwR6BI+URINJoOeQ0bBx8ZEheBcSuFeym0Z6IDvNIgJPjZXumq2LN1z8wpFxbG97V8NPLLc5IfxUu5HaEnlSAZnQff7xO0hOzcD9N1+Bb79bIaJ0dgFVOtKeQEcnah503aMkyZDvGZnilbsvxYrP/4MjORWoM9QRnR9pYiyIMInPit8H32GTpbBGsNB25MgR7NmzB5cvvBxN17wMO31j3Du3Flvmz0NMkvI6vosFbooEEnJrEWS8Hw8sHIaXPs2VM7O7a0NqFIdJUpfBSfWj3YHcSsDb5mSiQezOAi4JBv69D3hoAhCTr0wRH8T5xaAYvIckg9QYZvIBI6bLpp0SvVmSCh6e5JrSni/l8NY+DwCjTz2pLQxKNhV7YWWcAb5eoti6DeLCAJMAHoys1DLJCA0NxciRI/H55593+jlayvZkE6oJBp7Dp1+D4NFzpArGZKGxtkp4/NqSDNKayNcfPuMa6JhYw97OGkPDgoWi0pckg3QhtvfpBqQDHak2k1pyISYZhPK6dSQBiI/eDWtLUyQmnBxzTEtIXuMz+XzUuzCYZeeI3SuK5Bl0qL5SY7aLLoZdAvKfs4pq8dHK1XBxcUV24gEEOJvANGSBUL0oMh3WsAnrizwxfMa18BgyCmmxO9HSVI+Ne2Kw/+Bh3HHjUjz34isIGDEN5taOp/X6uY9RoE2KHGcE0IyAXyqPfL4/8q+5/9GdStM7X4X/7ihDbrM9bh0JOHQzKogUPt4vvB/qqsrbRdsnaSScP7Ry5UrMnDkTL774Ih5//PGOJKM7a3GaIHz/w/d45plnpJLa1tIk05MpDqclsOr6WJkaYOri2zFl/lL5O6cdTx03HAtnjsX9d94MH58ztyYGGphk0NnHf8Q0odwdWPM/WXdov/qTfICtpxHb/xIPTPTq/nMn2LnjMDsre/eO73Gt6+joKbMmANnjqD270MBEnYmUR9BIVBbnyNpTJQB0hnL0HCIJFvdz0qeY1J/KsMqeodxHfOzdm//Ehl0HJcnQtJ/uCSYGCi2JHRB2ZQVNdbAYcS1ufvJ93L5kMm71isMHi8xwldUOLAg1gLc15D0zyXHzG4oR4YEICgoSe//3338fL774AnT0laIL974Hruj8Ov4XDVgaA4ePZ8OgLh8v3zhJrHTLCzK1vkbDdvpVTZMiHP/1GDDDD5jtD4RqzM/4eL9iWPDebuCh8ad0UQdxhjHY0RDalHkn2pToL7yGSLWAPFLyMFVgpu8VOkZuiLT2lmFfwW4IRYjshBRlJeFr/YnwydmMP68Dxv1HsWg7l9BmHTmIbqCri/AJl4ulZnQ715nX7/nnn0Nefp7MTlEH3UhYRS/MTOiR2+8aMFx441wXdA+iqxMPLLapNWlSDKI5rZW8elaeWR2me5S3uyNsLD21isI1wWFMDBpJC6Lwl3MOLgro6GBIRCQmzFqAqqIsfPf+U4icdV27m1yFdIWYVPUkQD7TUNkVk5fOgKOppgi6us44nhCHudMnIE+nQixgi7OSMcTPC65eQWhtDEJa9CZJTmgBW1pciI9WvomPACxatAiPPfYY7CyN8c7HX6EZ4SKE7+5w7gmsLHN9mVo5yEyD4pwUOHgESGeDlA+hmFUUi0saExBSBbk2SaNSx/GCBpTWAS1tBnhichMe+kv783GYI4XgHADXJgmhoXSDrrv2atx2223SEbz//vt73IfUrcXr6urx88+/YFTUKOmCVFRUSCdk+87dqGpsgF/kVBzd/D3CI0chPacY3iEjgdXfyeOsWb8J2QXFuHTKSHz33Xf4888/8cknn3TYDl8MmHHN4zJvQF9PB5nHD8t9EDRqdse/j7AtRYZBPQKiOg+17C9W19XiuUXZeP9EQLcaBAdXL3gHhkGvsUw6SOxsGOs2Yeyca1CdfwJbV38He0cX3PT4uzID6ELqMrF7Tcomu3RMyFX0TSbvtNam9S0TDXY1GFf0h8raF7Cbx/uTj0sK14Y1f+DOG6+EibGRVl2TNpgaAHVNSufwsvnz8PqNUZhscAB7DxfikPt9uOzKl+Xndh86hrUfv4Jhlq24YqQ1nPTLAb3VaPCLwqzJTmiqLsGzzz6LnJwcvPD8i3jpn88rhYGmWhQnHUCgHXBCbQ7sh/uAh8cD+w5EI3L8TNwekIaUyTcgc9IUfP1/z3d6jSqnKYJJUUEtkFoGoZ9fFaF0ZVYeVWiAmRUKtcrWBDiaB1zeS9dtEGcf3BkuDLuHswhp5RuaSEBCDiLpE2wHagZ6/Dn+OwWnp0pfYKLC6g1b+hx0ptNUi+9mpaC6EZivxK/nBCrrSFIW+tpi/buCAV/45EVSuWYrXPP6NTQ0YMb02V2uH9vl5OTy99Shq28I79BxsHPzlapQWswumZjLhKM4N0UG36knFxx2RV41O2zsRNSWFyMvLbZPmiJ1bRGTZx5M1F+cqfb9uQBb9tRJCFXJxEz0EirKkko3weBl1OQ5KCgqQ8QQX7z79G2iieLBH7/7D/kZdnBqKoslIDjbSTpfMykGFFaze8AggJ8hPwPORrnWNwcbk5tRqO8t1rxXuBzHmsMF2EcuZTvoWEOOO+lLKpAD/a9//QvNzU34c/UaOfxrmg2EgsJkoT/8b64nDmwUOmjCPhkKaGhkhsqSHOHSq0CBdXlBlvCx2anRpANGeppg2Vh7uCMLnx4C1vdCtw+ftBgBIcPw4C2L4GJvhTdefQmffvopWlpaTum6BwYGYtasWdIRcXV1RXllFdIK65GUkY/yshK06egLrWTrDycDWOpG6qtLMTEqFFdcNhdmZmb44YcfpDOprZtyoYBrzjtsPMysbOHh6ggDfX2sWvFhl597blQh3oy2R03z6ZMarg0qR1qlAXbnaR/xPPWyG1Df2IgAbze8/aRia3rPcx8gNasQXq72+Pc/78NtT/8f0jPz4e/tjo9evAsXErgHsYgh08MDhiPliFJ08h0+FdaO7ohe97UyHHXUbOlSs1N5puDiN1TOEBYFVAiLHItxEybgr1+/69OZ7mOjdAZU7nFPTwGsHL1wZ1AGXtwCfBxjKSLva5ZdD1tbO2zfuQtb9sdj1Zfvic3xC888hYcuD0Fl6j4cO3IAx9JLkFRjiQrTAIwK9cSC1p+QmF+P3AZLvJ8Z1Skh1UEblrsdRVyVE2ZPHY1JrjXI8LkNn3z4DrZv347ERMWRbIIXhwK2d9DMlMni1GJ8FwME2gNrk4BrIgAPK+DbGKXr8c8ZwMN/Aa/OAv5vD5B94d7WFzwGOxoARs+8AkZmlmiqrcTGH//dRfjIoME9eCRaW1pO2+KTnG1Srdp0FKGegZEzlvyQic3Lm/D2HOChU3Oo6xf09PTw8MMPdWsdOYiTYHDISiCnHpeqVcN5vVTXz8jISOv149wCBm/iW88qnpmVUK8oMKa146G1X0HPwEAEt7TD5QHFypSSXHiJW4vKBYmHGZ1ymCT0ld6kqS0aiPoLBrtMHtT1DsqfyrUlGNjynlTE3LVSZRdHKA0nqIihQ2Ggb4b4BCWxI1+awwU5ZIvJRWFWogRhp5toMNjdsHEtjI2NtSbpFDWyi8HZDuwYsUPFpKGxrgY6enpyuPqa16DYKBQ6ra0oOrEH5mb52Nd5vIFw6pMOb+70vcOHDwu16MefvsOjIQ/K0LxZs+ajpUVfRL/cW2gX2hd7ZSadpHhwLgCpeJyNEhg1WxELy0wAxb0m89heeWx2T0gT4TpSR3RmHW6f2Iy4AgMsG9okc0HUBxBqInb7zwiOiJQuzx9boqWb0FeoW4urcOLECfn64IMPxJSBSceDjz6JVhwCc543/3EThoy9BO5BIzqSNr4HUiDXbtqJdRu2YPbkKCxbtgwLFy7El19+iW+//Rb19QPrXukJlnauMleFxQd2jxwsDeHkYIe87DSZ2q4OVpZTcoGMtO6NJfqDj3KAN+cCm49ACmbq4GdcWV4i98zxxPiO78cd3Al7r1AkHFPYAkXZqdDXt0BKSorsV+ey83i64B4kSUZgpJjEqDqCGbG74HzpreKwRQoZOxssdpxJKPM5rDolGnHRe1BYUg59I1veMX3qaLBLoALtiy+xMcLGFCXpSCurxGeffYavv/4at97/JGaMG4ZrlgTCxcMPCYd3o9jAG1nWk6EfNQ17kr/Dr8e+gm1zBoKsE1Ff1ojm4EaMsACiE3PgmpmA3zsvRxzSAT5YHojdsS6AUQSC857B1UtuxC233IKSkhLs2LEDNXG/IekEqbDNkjD42gL1zcqwviVhwDcxwAf7ABtjYGkEcO1QxRFtQTDw9i7g0QnAo+uA1r99Wf384G/d0SBNgMO8JsxaCH19A9TV12PXup8kQFR1M0hR4c+QPnUmKqEEq9zUfTBwZLZuZGwGw7zd+Ot64MWtwJc9+JOfLjgF9LnnnsOQIcGwtLKAoaFiHTnY0egKcuc5k4EuOTwo1KEuTO3p+rF9TgEg9QEM5nKSD4sYkgcwNT50/CEXnoEzBcAUCzO5IPWKQbits7c4KlF70de2O39PFWCzZc8EiQPMzjWYNIhjU7trE8XS/H+2+lVgQCzOTeLgpEwP5p+nmhAxoGfXYO8f/5HH5r3LayxdjbY2CS6Lsk90697VFzrhLbfcjKefebLj7xzeSRoPdQEu/rS1zBHKJWdFOPuEdwQDHF7G2QIu+mWY7l6ON7fUSjXyyjBFXKvOl2dAYunghuP7unKRlixZhDffeqPj7/s+fxSPv/sL0suVgJOdB/LE6TxGTUJPYAIbKoPc0oU7T+2Zq/9QccLilwqkfXAWA18/O2plBRmdHmdKoBnGBDsiUC9NDvgXumrHO+G6+56Hi7uPBMKaNInThZ2zJzZu2oTD8alY9eda/P7lO7IOh06+Ake3/tBRSBo27SpJOCxsnFBbVY6WmiLcdNNNWLJkiVCxfvr5J1SUl2Pv3n0Ddm8kvTcoarbobZIObYKTT6h8n3rC7sDg8X+HgNy+N0R7RYQTMDsAeEOjWE9tAs9ZiqXpvqQSohMsuNBml58Jg3UG6hzyV11ezOhd3M8uJFCDxHiB+45qjk/w6LnyGcVs/VH2/OlXP4yw0CBkJB07IxQxOkCxsKE5z4Lg9WRxgxTZnjDSVelqcKieCp9f54Lbv81H7F1tcDAHFnwN7Mwiq8MTxuaWmL3oBjQ2t8Le2gzZ6UnQN3PAmAhvDPVzkgLcxo0bkZKajC2bt2KuYxb+MRlILVUoUAdzlMF7CUVAXAFQoOMGr4iJuN09Gl/tKUJFWRluHAH8UhSOEeOnY+LEiQg1ykBjqx5q437BwZQymFcdx9akBnkszs14eqNifauClZHibnXzSOCxtYoOhZ2Qr46c9iUfxCngb5toUCfBG5GH6YwFS+EXHIHkhBis//Vr2Rx5A8uFkcFQO894JZgVa3ZROAyNYjmKh8faFOC/C4GrvgP25Zz5LsYNN9wgVYLMzEzxqa+qqhrUaHQDdjFYiWL1lb7epxKU0iOedpuscDHQpXBYRWMiTaqcXv9tEHpPS1ODuEyxWs/1R5oek4SS3OQ+d9A6aYuyjmudf3CmEuWT3QczGBibyJ/qFrBMoJslaWifQ9HejeCXuu/6mQYr7/zc2lqacWzX7/IaA6NmSneB14TXyMUvQoTDmuhr8njLrbfgySf/AV1dHfm5SxcsQauJo0zRzU05IjoY2nf6h0TCysYOJaVlwpNnwsF9ZYbpAew6UY6j+coG/O584ME1nattkTOXyZrRZjH80kIPXPnqGhiZmKKuthbRb85DcV6WaCVYpGDCYWJhKwMAqV0hDbRWreKpCQYqtJuN2/YzWttaETbhcugbmeDo5u86rT2uSUt7N9G00ZVKczYLg5ONx0owyrlRhMLbFFfZcwp+9guX3oCHbr8W1163HC0mTh2OWewmMuE4sX+d/J1iXSefEBku6DVkNKoripWqs4uLOGAtWnSZDB4biIUYmpP4DZ8in0la3G7pWjBwDx49DwfXftHt71G4fc8YZQrzmQb59ptSgCOKwZeAOjUVC4DGAqRsqvZBrs3wiQtFUM1ZFCzEDJ12JY5u/qF9rbnKfaqtSDJQ9YV0oeL+m7h3jZhyMMmadMUDCAnwFJMK3me1dfXw8XTBW0/cfNrPx/3WN2JSB11LE15h41BZlNOlMKCOSd6AhWFnB7LbZngjPbcYiTnV2HObYik743PgWBGEbunqaAtjBz/UF6WIxsbWhXtIJJL2rRZb6nvuvbPD+ery+fPw+fQs+NoAN/6qaCd+SwCGOAChTsCkkSGoKUxDnYkbgkzy8X9bq5FRAdw3FnhlK1BQA9w80R6eQZG4JLAFpkGzYJO3Hod1xyI1dg9STxzD1th8HNJSBx7rAdw7Rpm1YWkEvL4D4vQ5iHOLvx91SkdHggBWGOkYRXqAZmWB1UDP0DFSQSb9hJoKCi4ZCJ6pKcK88f0jpyM3OQZuUjkfio2HNuKd3a345kpgwqdA3hmqOAUEBOD555+XbsYXX3whfGgOwiIG0iY9EED9RMTkxWLjRzFpf2kcDAA8QkaJloc0lmM7fxMKDEE6EKvCDMqbGxthZmkv64CHBKf2svvh4Bkkh6565a83MMBg0ETKBKvY/Zn+rZXKxCRCEgdlnkRXKlNL+9wIJXmoKStCWUPGGRlqd7oQeuPBjRgx+zo58Hkvy4A4d3+hCZFaIpoPI3rF13brasQ/p06bgq++7CqcCvAPwJ7de7Hqt9+QUVCNNlNnqWBSVO0VOpbKZ9Fh6BmZobyyBg4Odsg6oYOq0gLRPtwxF/h3ezA22QfYndE5yaCug9dRW5Jx/TAgLikL/5k5ryPQYpLxj0lAZrlCGzDSY+WuVAokXGsU/3OauJJ8tgd5aqAmiNxyVmQ53JHrkfeAo0ew/F0FGeZnZY/Kkip5n8mHNnV6nF+OVsPFyQO6Oim4MhyIzj2303nl/hoyChH+LkhKSsKJxHi4BZpIR4uiXU45D5+8WKhs1MeR0shEw97VTzobDMoYHOblpmL37l1YvOTyAUktZbDKZJkD8Q78ddLtjtXz4weUJKo7LApV3KLOBuj2Qz48efGsLotFc1F2x57AYppPxISTa7CtTSy1STPknsdOQG1FqRRoSHGjQQZF/Uw21OnMfS0InA+0VmVj9qW3QL+xFLGHdgvt08rCHIVl1QiPmoistCTA2BbHjp2ZD4HXlnTM7sChrn5DJ8u1pcGENnBid51GLW19si7uHwqsjwfuXwO8Px9iWjP5M8VKnEUwe48qsV8nyvLT4BU2VuxxMzLSOzlfhQ+PwpbULFiHAgtDgKoG4K8TyiTvXNNhOHDME/G74xE13AxDHdzx9JREkNVHh6kvFyuUqIbKYvyxZj0MM4DN/9uFZ2eZI8FxFC4Z4YO6RXfgurRN+D7JRnQdBw4c6BhauCdLscP9KQ6Y4gN8e6WyPs9HEeTvjL9VosHAwytktEzlVacFqIOHkotPGLKOH+ygV7AqwQqLd/tBxICFzhKnG1TlJEXDyStEBMDclCnke29PrNi1rb0eGPXx6TlR6evrCxWAX+np6Vi+fLmIqwbR/QyL0AkLkJ14qN9uTBSM8xBlFa4kJxWH1q8QW0+CQc7o+TfA2NgUzQ012Lf+e1SW5Mr6YSDoHhgplXYGDn2dws02vLWTlxzSFBozgNUMnLUFYie7ECcpTeqTsdldk+5D++wHUmVOh8p0rtHcVC8JF5Mfdjfid/2O/LRjYhfL4IwW06zwk7aWc+KkyFrT1YiJwh233wkLc0t89dVX0v1TXfeoqCj8uW4LjqaWSzWWQRBpdkYm5iLGpsaG7mRtDdUws7BBYVGJuIMRrhZKdU2VV1waBDzTOV6XID5L47URFGzamCjD0si9Vg+unt8M3BgJNDYDK48A1wxV6AJfHa5BauKBDjodO17c/0gPVd+/Mo/tge+wKZJYcN8rzDwhxRb1RIOQYX6R04QTTnqX+n2yOrYK/xtugY+3GWC+X5NUzjls61yAe7R3+AQUpR3FxAnP4j//+U+HTode/7wHGWzxs+f7YgGAQWBpXgYcvUPkmtCemMJ3Xhf1tdBX956zDdIvOSOEwXn0+hWdil6+Q6dIB7OngY6cyhxsD3xylt4KA8Mf4pR1+J+DgIN7gJgHqMDXy+RB3b2MFFHOn6AuiAkIKcq8V6kRYmDMvYedqKxEnselWgsCAyUJFO3WX6ukG3jPDYvwzZqDOHxoP8pyT0DPxgvFaTFS/aeA28jMQvYg7vlnJNnobkYQGRkxO6T7xfWvjTJqZqjMpFBHSWUtattM4GZRjZ+OAdN9gAVDgNXXATO/SIHlkFmSxAwZPU9iKXawOQeFOiht986ecmCqL3BJEDD3S8V+9q3dusIqObzxG3nO1MIaVBkF4futiXhpBvDRPsDJHFJEoasUqX4c2JdTWY+6ino8/dGraJupg++KDuO1GS0YNfo5ceajtoozrbZt24adO3fik/2lYnP7+HpF08H1yYTn13hge/rflNJzjvG3STQoMOMQnYz4fVLl1AQrdVEzl8LCxg5VeUk4cfDkDakcSDyc0ySI4IbPybnkP5bkpfZ5joYmeNOzLdxQU4nWpkZJZsry0nHHH1VYtxz4cxkw88tTe7/0tKYWw9fXF//73//kq7kbCtAgIIcdD7TEfX/1a/oyaVBMMBhk5qbE4Pj+tR2dDffgKOmeGRiawM7GBp4eriIEXr8yWzpqpBKwCs5AmMlCX0B9Awc/UijODhurzzxg6BbE16J0I5hAKJ2ILlSm9gnWXHN8n0xOzrTl4vkEEyIOzSNdY+jUKzom91KkSaoiEzp2OEhd4xRwdRoXgxVWRxm4xMfHY8qUqbjmmmuEs89kg1aoEZFj4ODshoOHDosDGbtXZpZ2yvT24lxY2DrJrAhy5vdu+kXcoGgIwLXFA580he3tWowwR8WiUV2IqauvL3tRcdbvnd7XCFdgnKeSUGhDW7s3/WRv4N6xwD+3AuaGwLJhgBkTjiONSEmLk8SBNAe65LCqzyozA8CK4lz5k/cBq8vpcTslEOIaVbf3JlhhZlIiQ0utHeR6EuzKbEiogbenJ1rbUqCno1AXWFU826DInwHPxDGRYs6wfr3SEeR7og6GhRx+Fkw87Jx95H3x5wsz42Fp5wxHzyAxWiAlzCdsPMoKMzvWwvmm53ANk4LEgJJ0QM1g0czKAbau3jj4V/eUKWJuALDmFAf09RU7M5T5BsMDXJBbktuF9sRr7OY/rMN5ifcM1xy7aUw02AFh8MkZGzQ14H1F5gH3WK5LdtX4edDpj5+zElSe/ySQ4FphkkHo6+shLMANlTURePOLm4QKWVagUFn5vpjQmlrYdCRYpwM6YHJf09YBJfgZpB7dAb9hk5F+bE+X+MdYS0eD131roS8WDCnCv/cDd68GIlwAL2vg56uBG7akwdjUUu4vFrzKCzJQkJGIgMhpyCyt1HrvMMg3N4DM3GHSMG3CaCTTuKK9iMXiBc0m2AV9YTPwwnTg9e3Ald8BPyxVBvOFO0EoonamwDvzgHDnNhwvOoS0ROD5jxbCwM5HNB2TJk3CU089JZ2VY8eOoeXQf7C0JgPf7coRt6ptaYCfrfIYHAS4JXUw4TibuOg1Gqzkka5SX10hlqBCileDlaO7CEQZDIZFDIW5hQWKi0twaOcGcb7gxqf5Oyrw5iafniJQ8ntJQejuZu8O5KUyCEk9ug0BUbPkpiMlgcHB7tuUjfvuP/v+eAYGBqLDoB4jOTlZtBh0ZBlE92Al1M7FBzHbf+7CO+9pOrhncJRUvunWwyRUldCShsKglgOduAEzuV2w7C7RAZ2Ij0VcTLT8GxOMhtq+ee4tueVxtBlaoKKiHFlJsdJ5YHVddZAoYuraTpSmgUBlOtcg/YzXlAHMsBlXo7GuFvG7fpMkzM7VB3r6RnKvkc7Gzk5vFUUbGxvpCF5x5ZVoatFFano6/Lzcccfjr8LIzFooBAXpcRK8M/kTvVXmcekYqCNq7o2I2/kb/jm+VCprza3A89OUCbbkIKvgFTpO9qzUoyc51xRq3jMaeHJD3zqc/rYKv/md3XSMUQaCXjdcSTi+PqJYPxIMctjlYFDBAJAJKoXF0RtWKO/dxVcGSO5ZxSkencFkiB0idhKogVAlq6RtfbLMDU/9VoB7o5phagj8Y33nZOpMg4L/msoS2X/fe+89qaTeeuutne1HR8wQSh2TciZQfN/JhzaLWJ77LwsFSYc2ttNldeR7vKcZ2J4vsKhFei1NBDjUjomSNoyYfb10zHoqkHCnYFBF2kjLWT7x7UyAN670wK0rcrVaFrMrQ8aAaq+lroFdQXb2qSUihc3E3AaJ+9Z0nL2s2Ms5XlOJgvRj0j344IP3hQbJKraKCnw+oU7p4jrbvC8Zf/61TqjZ5jbOQkfc/dtHHaYUxTnJQpnOSTpyWnRXJmUM+Hubp8P72yd8AlKPbu/Uob5lhGJEodoXVPCPnIp7nLfgkbXKfuVppXQ06OxEfdlTSVORnZMjE9Bjt/0svxM8Zp58RulaLHwjXSDOmv72wLjPTfHSYm8s/6Rzx3TknOU4uPbLDj3RM1OVogmdpdiN4zqmzuK9+cAbO4BR7oqgfIY/4GQGlNcrX/GFQEatOZxDJmDCpCkYNyoSfmkf47D9MuzZtQMRxd/gtu9KUN/QLHM2xnkBfyZCnLYu6oD4POGiTjQsbJ0VusSJ6E5iSB6OrKKQR69yAmJwwOmx5FHGHtiBnet/FZGktYO7JBGspmjrhKgfvEw6GGAyyOEhpWmT2x148FEMXF+rHHp0kOCh4mYB7LhVoR/892Dvj0NrR2oxvLy8RIdBPcZgF6MH6OoibPxlciiQStEXeASPEl43q9ZpsTtQW1EiFUeP4JEilCUlgPoO6htIjVNRBBiEMgimexV1FL3RnAgGPHSR4aH0zyfuRml5NXYcPIb/vPpQn9fW3w2sXDOwZNBJkX0Qeev7/xJaCYNNFgIYPJKWQVGjUJq6KSSogj1WYB0dHbFo/jQsXrwYm3Yfxfc//Yptv38uRQbes+x6skLODqe2x2NQHzlyDCbU/YSXtirB/61REJ96dYycewOObPquIxBQHbbPblIO0D5fB2PgqSkKPWBXe/zB52SHw8KIlKqTgYWplb1Qqvi6rRw9kBW/T3kfdJO64l64urkhN+mI0D7UwSo0B/kxCFQPLO6YaI3MRlu4t6SivglwtADePHOjAzq/hvY9nJRDa2trrFu3TuaM/PyzEviowL2ZCRxtpbk+uC4Y6DJJUpKmcNRWlsnME4LvyWfoRJRkJwtN9lyLj1n8YDJEqprKwUgbROBuZNKrpmu8J+Btoww1O9vgfXdZqD4aSjLwfedmmIBdMM4GUlkNs0PLmgmLAez6iVmG/zDRFGkmV9QbsRucGb8P3t5e0mX86KOPxJJ4IIDr5M/Ho2BvbYm1rbPw6isvIzlRsXMaNf8WiUVyk6Jldg6TDNriktaUFrOzT2eCNvB6Wtq69Inuy2tHahrXvWoezn1jFN2O5pwJUiSH1m8Wq+rN7XWTJSEKlYmUpgPFFrhzrRVcwybJPsrOJunfNs5eksxoi5dWXaPMuohr9MWB9BocTS7ADjWd+sg5N3QyMyDVlM+XU6nMx3h7rpIMcK7Gj3FKJ4bbLZMN7m10PeO8jZB2oTmLLnq6QEaFLnw8XOHpGwCDsQ/A16wKxjlb8GtBkKLr2LsTE53KpePMrh9nAQ1a4Z45nP60ngEIHiQUzNEalBxRVZLBm5vVLwYY3MSZDMRs+0mSDIIH6fvP3y1/ks/IaidvILY2SbXgjacKZDTBth83DXYjmNHz+fnzrHAzsekJbKWyKsGWOCuh/F1SZHKqgGt+AJ6ZAozz6LmLcffdd0tiQREU/eCZaAwmGT1rKkbMXCYC3d6SDKksjpiOqHk3wdjMUgLBhL1rhIPMaiKrwKShUA8gE5XLC6U6Sn0DK92kPdAFKO3oDjlce9VSGJvCb/hUjJx7oyQ2DWXZ8HG1R3VtPXLTjw8mGT2A9y0DT4IBIjUbboEjxASCxQJeO9LZCFLP6P7WnbMWrV5ZAWTHqM3YFn/sOoGXP/oeaXmlGBI+VIJVWnYywTi2c5Xi/d9N0sI9JNQwBcfbguXvV4QpB6U6uLc01FR1JBkUaTJZYOWuP0mGvLd6pZNAuhUF5ERetXIQs4tCjvKL04EAO8j+yACPvPjrrroc//fxZ1h844PyO4EBfqioqkPYyAldnoOBoA7/09GVoowKK/eVY2FQM1bE6GKEu1LKIvXrTIPJG2lrKl3TjBkzhCJIa01NlOSmCjWVdDl2+bjn04CBnz/3br4HMys7udcJFh94TViQGhIxAps2/YW33n4DmzauwZKxHnDUPpvutOHoFSL7jL6BIQ6t/aLHJIMFDmq0+mIcwXkCv5+j6ci0V17ZTlFhcqsJBqR0X+NnQVQUZcHM2lHuHeooq8sKZNHw2muCnTfeSwzOM7NyJNG4+eab4eDggIEAJqGfrDqApjEPY/rk0fjjtx8l+SDS4nbBM3ik7EViO62jI+c8tQ4+4eN7jRO6A9kaxuZWffvZmgpJppmgcs0T1HJ113HkIDxqw1T4KR7YmwUkFgPDbavw9txmVOanyCwogvELu4LO3orNsiY+jwbKGg0wyykb/9tWIJ0K6i9OovP+SYrVW7sU2h+pmKQ5uVkqWg1nC+BEsbKHcW9jUkJwr9ydpRRn2T1+dC3wR0IrNh/Nhl3hFmT/9zJs/fc9yInZgiijeDz31D9EaD73oc9w1OE6eLs54t15wPxA5TkHcfq46BINZuzkH3OzopMIs3YKvNmeJfdTxWVkAsEbTnPKrTZwYyR3lwcPgxi2s5mw8Lk0wYOOGyF/lrxIVauYNzYPRhXdRfN3yINmACSDspoa4BkyRv5tbzbwzEaIExVvME2EhoZi5cqVklx8/PHHHZSpQXQPzhoYNv0q4ZpnHNvdizj8MgyffjUaaqtxYO0XKC/MlrkDkTOvERoOE9WY7T+JqJoHY9rR7VJNZ6WVCQYPkqTozcIN782xjIFQ2MSFiJi8RAIecssZwHraGaKsOB+P3HblGfFev5jBIF0VLBLUUTCoobMQHb4o1meCwc+KVqZ0o9IENVh08GFllo5e7IqyC8LZHBkJh5CbX4gTqbnw8g3C4Q3fSMDNe7g3eNYfQY75KNhaWcDTWvGR7/TvwaOEhkfwgHt2KvDpQSDrFCfaku7AxIJBBIsVpDWpJxwUW142BHhpujLEzcHOCtcunIlZEyPh4hUkP3vi6F7o6+kg7qj2gJev18DIWJJuFnIIcqyP51ZjZIiX0BGKaoDlwxUu+JkCBcXsqGTEizJeMGfOHOzdu1dmYGhDfno8nNvnTEhSqKMrXW2Z85CTgrqaSikoqcCEJDVmO6bMmCMdSoK6p2EjonBDJPDWHOCVmYq4dIy74t1/quAZRR4/tSK0d5UJ7L3QHoeMmddhMtATWNUtqD43DmB8HzUVJWKG8P4ehcKnDRz+qLr3mPwbGBoJx5/mKASTP9I/+Xia4L1IuhGTjS9XfIu6ujo88MADGCioto8CDBSxuomxEcZNmNRRUCSJRPUemTSxQ0PqYm7KUdEZnQp4rrBb11cwnmHRheY22gb2qcCORJOemRQtPNRijwf+UpID0pOibEpwf0ACTMwtJR7iZ8mYigmj+j6sArsFJpa2yClvlnkuHA64WC0naWqsF4tqdXAuz4Ec4JEJSh1nVQJQ16Qkz1kVim6EYGFWlWyogzszLb+p8bh1ldK5efz3cvzj+1TUH/oC+1+fhuzPr4JX3s+4b0EY7njxM3jf8hMWLbwMK29wwKJQXZmAPohTx0V1+XhoMJmg0EwRmQVKsMdWbF1NBfT09UWwK3Z5feTiq4OZOoOKpIPUb6QK5YmD9+zc/IQrqgkKTXmg8dCg2w2r4ayM04KR7U518PXyRiVvPPnwFmk/ktJAfHlEqX5uuOFksGBoaIh7771XRN7caK+99lp8/vnnWjmxgzgJOn5wRga987ubPsvK8rDpVws/nYdfwt7VilnAnBvkcEyN2SHCS3L9GYzSPpD8YnYrGPywk8VkkUGABKE9DMvjZuwaECnPR24yxblMVKpL8+X3Sb0aP368CNrKyzsPDRxE92JwFZhMsHJn7xkoASWpGC0tTdLt5KFfU14s+wPBpIKJHosIdOLi/UjDB3a8WAggRzwrN1/4ppaW5jIvY8Sc6+E/YoZ0rHoCfeobmtuQeHgXbp0bKj7y6lDNI2EXhuChympi3Kn5THQCXWNoJ/nabIWKpQLdr0hp+mCv4ijz6/0hqMmOQVVVJcpLlSdmd3f9t++iqq5RayeX3R5WZIVDHzqmo5Dyxe5SXBXWho2pOgh3VgKK20bijIAdP3Z9WcxRaZA4+2Lo0KFYu1YxY9AGJu5MUMSqua0NhZkJqK+vFk0Vk1BTc2u5HxkkqcDHX/PzStTVt09ab2lEQpkx/rUDeHitIs7nJHTSQRhUM/l4YRpwdQQwzFnpSvXWWQ2ftEhEtDQwiNvxKxrru6foqlOrOPC1L0Jibd2zswVS8FROZUyQ44uAWf4KpWjx4kUd1X3qCVhYEc4Ug/OyIjHG4IwWBs20UKVxBs90baCmgZ+/nVcYPv1ihUyDHz58OAYCtuw6gNZGpetcW1uHzKL2z7OtDXntrlq8T2hSwT2E75eGMpyrxL3nXIDrprI0XymY6itTtjVBhzAWZrlXcX9QL2As/1mhT+VXNmGqdxNucDkEF78w+XcyRcjqII1KE07+I7A5xxapJa1YNhTYnAJEuSl0J3nO2iqYWzlodTT77JDSiSX1c2cm0NwCPDH5ZEeE9yEfqyeQLsrX722tFHHv/RMoq27Eon+nYfnra/DEE09i67/vhsXBVzDeSxcj59+CVx+/HXueG4kXrxkGO2uLLmt5EH8T1yllPsEY4V1nJuyTBMDUwlZ4xkU5SXBwD5QArqc2dH/BTSIzvkSCFwamrK7wxmSlQMXLVwczfVYw+MUAhlQDcr95WDBp4Q2WfeKQWJ2S30i7UiZJRzZ/JxvUo+sUMdS6G4B794fhueeeh6urKz788EOsWLGi1+rXIJRBQ1wXhzZ8rXUIH3nB5M0yuGQHizxi79Ax7YPYYpC4d3XHz3ICLD8rcv/TYnfDyXsIjH2thAPeF64s9UN0vmHCSfEyObM8aLk5U6PDip5q0OKYMWPw9ddd5zkMopuORjt1SgVeTwevIKkk5qcfk6BOOoh+4XI/TrvibpiYW6G6qgrZqcdEqM8ASJKS5iYJRGkpSp0CqXHhEUNhYuOK+rpiEU67+EQgeNQc6BkYiF0qtTmaIn9yimnsUJaXgjCzFqwwJJ/p5Jhaz9CxUnEnbhiuiLjPpNc7PeuZWDw9Ffjvgc4JDMXoGS5XwGj0tdC1sIcOGvHUXYtxZMcaxB3eK3ok0jM45Vyb/TL3Ltr8cj27+A+Tfba4Figuq8TwIE/850CGzG9QOW2dTvJEug1doTLi9nTqEDLQpBMRLS17AjvG7FCR489glxTaFl196XpV0CWppUX2APWBjpwLMGf2PFyz9Eo8ZL8Kd97yAXbv3oO0tDQ0tijvR/09UXQf3M4R5/tmxbisDkgsUgLv5BKgBbrwHT5VqFtM1Ppjc8qk1sEjAAfaRbO9CbNpX3qqXbH+gIl6XXWFcv+045ujwL+v88DEJ9bAxNRUimKzZs4VihGvP98/7zMG2aQZk9LGWULsADOh5NriXqvNlpVnakr0FrQ2T0BSSgYee+wxKbid77MwN68AX/3zDtw8yRHXvXEApYbeHTN9aKnt4hMqRVAWodjlUL1fFpiMTS2kWNXbNG9NcF9isYJ/9hUswhj4hInOCujqeshrz0QjITsft7FJo3ty+jYH6r2yDbibxIu2VoyxykZtqAmeO24iHSd7Nz/pJDCJUt2ndNRz8R+K9//6Gl8vVPYddlqZQFCQ/uYuxUGLHQ9ozJo11FMGQVKfcesIiK6jsEZxj3puKuBuqcztYYHmt14c/EmpYreYxghMPHhfkibFgYU5x1uw5jhFbZkw1IvGzEhPXDLaG6N9nXD7+ErcOWkEqmZ8CF0D4wE3w2Ug44LvaLAqQh51eX6GVJ3JFVRaq4eFAsF2Pvny3Tl2nC7YJuQNm3Rok0wf5mZJ3jYPMBUHVStPMumwVKzJ7SefkUJVUqvIMWe7mBsuA152P1S4+hdD+LjYYO29nuLrT+tN2m6e7411oIMb3LBpS4XewsRNPcngv/kOnSy8aF53BqC6+gbwHz5FqrVHNn8vv1PYXqUjFUoE4V4hws3npkghOCuiydGbpGraHVglZ6uc1CtS6bgBc4IsOdZcqxa2LrKOVEkGMWzYMJiZmYkf+CB6Bz9jzco7Ez/uA+Z2TvL5cfo6EwnaM7JIoW9kBgN9fdja2qChuhw6evpyH9KJiEUD3qcMsFWH+Kov38WB7YqbDNcSE4vDm77B4Y3fiv4mdPylot3xjpggh78q0aAoe6oP8Nv+LOliMZBSQcSxJw4JF5kTbDmP4EyDlIEn1ivVdj6PCrMj7PHaPGOYpP0OHQOFImRiYozJ02d1dChoi0naUXcUDVZIeV1JTVN1iD7bVYZrh+vjBAPrVmBDEjoCllOCuEFNQE7yEYXj3g5WFq+7bhkOHToogWxvBSK+B1aSiYK0YzIzhkWD4qwkWNm7yhpicKuOjPR0vP7G20hML4L90dfxxhtvwMTk5BBLzeorpxRTeE0RP117SFPjAFba/b69xBFf3haMG72T4Jj8P5hXJkiXrK8YMnY+ThzcJIMhewMTnZ8VLfJZB4skdIRSBx2uYnWjJMkgeM2eeupJEe7TdYkaE4KJBK85O3qWts5yD7PLz/uvO74/wT2ajlwff/ENgkPDxYr6fIP7/Pq4SpRG/4LrfLIkieBsLlUhhE6WnDfBe0v9/aoSYXOKu+17Kc1riSn6qtNQB887apWoEe0u0SC2pirDRdXxS4JCn9qb0QJbU2CiXS7umuooHXzS3phIUq+jgv/wabI+CquacKQAOJoH3DRCoZAa6UMmh/PzZtFHE6SSUpzNhJ73Fofv8Xe4p5KO9fos5edo6d3bvUQNx74sYHb7Hsj7dJpvVz0RiwirD2Tizg+2I/Kh1Rj/ciwqDJwlyVCf4TKIizjRYCeBkygZuDFz5k3Gg1roK/Tldg+QqhRv8nNl8cmbnZ0IUqVoc+k7dKLwIDVpUupgy5RakuTDm6XiwcCH1B52PJIObYCTV6gciqQFkI+aN30FdDO2IPqTG2UI3yB6r/6NmHWdtPNJeVOBQWbwmPkYMet6ueYM7jkxmKJE2mDSYo8DvNRtAPmZUKRNGh67D+T5M1AhhUo1S0Ab+PmT6hA8aq5UssoKsxC/+w/pXDEQ5WOSKkB6nSbNasKECSguLsbx4/2rcA2iM2glrK9vJBx8dp1IyaADzOg5y0XQ3NjUhPqGRgQMHYeSnKR2jdX2HhNHTTBxzErcj+gNK3F0yw9oa2kVWszYOVfDxsEF9TCSgVWrE0g32o2QMZfI73ESMruxI51bMcYDeF+RaZwVkIv99Eal4v7Z5cB/r/fAS888Bv36IsTs2YTa9kCd1bod2zbLeiW4vtmxZUWyO7B40tJYL8URBvOZ5W1orS9HkK+7aE04RJAJFIOLUwEfl1Vf9XuNScb69X/BP8AXc+bM6hOdgdo8twBFIc9Cj7GpuXSsSFflHsyiFCepaysq3f5jBSwKdsLV1gzPPvtsn187ee4JTd6IcVyODzOjcOP/UvD+ukxJSuYEAK/NAt6YrTgAcQ4FK7TaQPtj7lUVhT1bmaqqwCGOwOG+jwU6ZZDmy8KYtsGeqzYd6KAq06wkPDwcv//+O+6843botTWKc1uHqNnMSoYn0kSDFBx2fplgqhL27rB323rsOHQckdOWYOEN51evQSF/WrnSuZoVwPdVLsmH6j1wQj3t9FVJFhkNLFCqkH5sN5y8gqXL1lfwObRpRvsC6lmZ7LDQ2YU61U4jpAvTojFdKUMP/QX4WjfjpzQnOBtXY75vLRaH6Qktme+XRQfGanxtLEKwk0j87xDgYql0JZ6YpHQZbo9iolEkZ3O377NJ0WzszgSC7BVLW7422u3+c6biTsXv94VOOjdQoTYyfnx7F/DwhO6TlNFuwNeXlEM/axfaGpW1PFAGeV4IuOCoU9xEnNz9kZyWjryMJKE+8EblAnEiFcXKTroZ2lqt5wpMbHhY8YuVVPL6SZNiJYM3oHprWf132InhF4Mga0dP4ZHXVBThiVc+wE1XzsGJ5FRcuexKmNfVyUC/2Hxg62Cu0S1YpaEQX30IHzUVFN2xmsyDke4yrNow+CDtTRu4SZITzio3gw0TM0tJaHtqU7NybsshkXQ10tUVDjsDXH7+fAxuvqT78flF+NmNKQETjV27TtI4BnFqyErYJ10rFgNIreIhSj6+pY0VHOzsUFhSBicHO1hZeGDDyjd7fTxqcBg8aLuXCQZcTCb4NTPIGIfhg8XzR6DWPB92/jpSuXT2DpMqsKvfMNQn/CadhifotouzhwgnhW/NAzajzQPLn/kLeoYmaGqchwdemQvzXddjzLix2Ljmd6EEkL6pWrNMJDyGjEZheny3a582nYGjZsM7fJwMWvt8Vxmum2KLp38A9mcrtCI6NjEY4ACvvoLXifcrO4fqYEXRxFTpLBgZG/VpSjQrtTJs0MpegnZ2JllE4LDF3BNH4OAZKO9P5iOVd+Z5xRe04lhuA/T/egizlq5ETEwMvv322x6fj5X6wJFKdyh+958dwznzGxU6G2cYEDzDqPUY4qDoKmj+wU5QSqlS9U2rtZQKMd2o+gJ2rdaeoxFKrNjTdVEb+HnMmzMP/7oxCo9+fgCFJRViXrJ06VJctXQpDp/IR1ZRFY7Hx+JAQ60UhWjoQqYA90mVaJpFPE0wkKWAnufn7iNJcLC3k3lF5xMKXahJ6D1DXYCJXsDBtDjpCPIacc3V11YKzZAmBEyoyIJQnT98L7yPONFec+ZFd2DxqzsHvd5AgTWTGxrm8IzrGMAp55TCyrB38cCs59ZgnpFpJ8oQqVQ3/QL8dG02vk72wrX++bh2pCkq6gqRaT1UKOssyLn4hIvrogq89wurlY4Ibb5p4c/vDbMsRp1ap1cT1JIYGygUqpn+ClWKhRPqNt7cAfxrtqLBoCtWT2CnjbQ+mlR8fEARknNK+NIIxUZXvZNy1yjg8hBI8qivm4U9z85D1KgoLHvv/A7yvJBwwXU0fIPCkVtYAl8fLxFp8uZkJYoiawrEGLSdqySDFpgMVphM8DDhpsd5CdRsLL3zGbz80XeYd9XNkviQvsVqmXfoOKHNaHPTUIEBKQNVitopEMzKK8Xvm/Zj3e54ZGZmCs+XIqavlnR2gxjESVBY7R06Fkc3fy9JBgMVsaIdPQcGJmbSOWDQQo59zNYftSYZPORojeozdJIElQxQ+JnwwOsu0KJTlVfoWOlS2Dh6SGufXQ/qO8i75ebNdULBOBNRVre6SzKowfH29h5MNPoJcYDS4u5WkpMKPT0D0VwweCHlrbIwC6ZGerAxM5Rqa+rx2D49BwOFnipv6hjrWo+ftiYgtPJP/HvtcakSRs64BnqGRhg++XJ4u1jjrWVBMlOD7fozDdIJloRCLBvZMfkqWqkCBkVESZJB6BuaSJBOR60/Vm/oOEAL1JyaWARh0OMa0L3oloEKO4FiveoeiPjCVli1lcLDzaWjisjuxp2jeGj37fVzuCK565oTyglWFBn49LfCSM2VqjvDwI8GAoWZx8U0gIEiAyRnP8UGWRPPbAI8mhOwc9NaPPjgQ4iI0B7Y8nE4wCx0/GXS6SIFU5VkaAMTzMwKYF2yMmyRlCsOadySBtiaAI9d4o3lxj/ipWmtEiCNdldMBrSBq3+qL7Cp89zIs9Y1pltQT7bdSWlZeP0/v2CuUxYqKytl9sXSZTdg4/b9MDO3QHpWvnSUQ8fOxn0vfgz/IeFSFOIezUIQv7gHy3vT1ZUiUsDImfI73I9J7SsrKYKRgR5SEnvXyJ1NSAGiuVE0VnRcu3u0QgkyMDJVjAjau2r8fxrJsNhECpWI49XuIzq6kSqozWhGE+wYqVMx+wNuleKwdnS76BTVOyMeprX41yxg9T849dxUK2WIeo3XtrXissBGxOhEItjZSCy1g/VTZV2QZqyjp9vFfIUmN3S7K6kBHhoHfBPDBLsN+rrdl1o4N4Pi9ZJaILsCqG4EbhmpWPRSh/TgX8C1Q5XH7Q372k0cOK+MoHUuNWQckEqQSsXBgJN8FDMFEmOotVq1Nws5+35BsOFgknHRdjQYCBhbOKEwK0UoKWxx8yZVTX3tDQweGcQzU+efqi/y8hmEaP4/v7S5rRAMIlubm6R6IV8tTe1/b8arT94NNyc7PFBQ2hH8qDoW3HDY5WAViM4PrNxozkbISz4qXRBWQIrz0rG2pBxtDScVfasSgXAnYNNNQPj7fZsY/HdB6ITL5c/DG1fCY8gYEf2yo9Dc0oSy/Aw5mNhq7gk2Lt7wCBqF1pZGCUCYiHSXEHBNUWPBihIpc3Q34+dJgae63oIHBl3R+GcyRYwtPU+zpdsUZ6HQsnMQfQe7DexaaFYC04/tFKpcQVqcHPLO7r7w9fWWAZ10V6JOKuXIyYncPYGiRQ7nVP98tYF6BAaDFOQyicguqgKKlCl9QyNH47U3H0fBj3fi6/zx8BztKXsZEyJ2Mk8XHFpF+1orY8V16otopQp4/ziFevDytwfw0zW1EjiognSuZfV1ztdDsSoLKryeTJapP6N7kzbTC4LXhJRV0pNIy/h6XwWuHeWP137Nw3cxSkeFLlR0nfmiF38Odh1IMaFZgjYwIWJ1tb/D9Phe6DhGugj1JdJh8gmTe7K6ulyKRcq/u4nhg2aAklYK2OU8jfTAYfjXG2/i6qVXoaysrFOhgw5MDCipwzpVsPKaVAI0OI3G8QR7JO6NEefBQHvl8yXPnLa6DLjY9eCXVIadFXEsq7tnGy6+YUJD7A10+ZkVpI8Jw31QqOeNmspSfLHyR4SNyIaNvStKi/JgbGKO4tJK+dyHT1mIoCB/HE88juhtv8PFN0LOXP4b5zVQE6eiRTNgP7hlFdateAvnG9LRaGpATJFiK0xTAHbymChzjfH8IQuDelLqT0ibLc46Id139Un03GPyU+PgHT5ekoDecWpDH1TO3LzvSRmdOGYk5pjtxUSPZrQYHMMP0br4KtEBd81rg66ujtaEfmOhO5Y1O0JfpwEleo7wsq/CYp0MNOuHoMTKTgpqmmAHgUkY57tQVP7WbmDNcWDq6AwoBKuuaGhWurEldYCujtLt4xqf7quYLrBDSN0GuxBfHQGie6ENfrwfuH2UoqUiOLODQnG+DuqbuH/Tme+6oUBlvUJHTG+nxfHeo4B8EBdhokEB5pxlD8PIzA7jL1mO2N3r5HB0DRimJAZ6SqKgbV4FwYRAkoGW5vYEoVFuMP5/Y2N1R8Jw8ueaTknj0dhQL/c9HVtYwVaGEClg5Yftet4D5C0qlnY6KMlN7jjU2LLngU5P6d++elcqDazeqA5G4qVtSrKx5SZg3H9P+ZJeNCAnlJx4btaGphYYt/AetLa1oqo4X/Q7ZfntHIUewACKc1KYDGQdPyCc8O5mJPCzcfQIlOfiocCf44C4nKT4LlNRmRSzkk6tQF95/6RNRUdH9ypwHURnsIqmLdGgcJvXnp8mtRpWtvZobNFBeNRESTSYTLLN3xcHIHa3rB07c5q1YaQbcDAHuDIM+F6tWWJjY4NXXngS1of/hZV1Y5BTq4/CzBMwsbSG//CpMDAxldfLfaO0IEMCK21OaZrgIcwDkMLNpGKFYjDUWbGF5PRcBvonHYi6BukM6llNVQeDcJlizInhuSnyM9yP2D3uDuwI0NyAbnwHdv+Om8cXw8HBEXuzC3FJMGS+BgWdrB7SYUsb6NTDe4bJX09zSvi6T4XCQGEqrzX3U1Lq2FMozk2DO/UbOjryvLSu1kw0CAYfb89txW1P3IDX/7cGr73+L9xx+22SlLGjWV6QhYN/fYnW1tMfmsoKMzuyh9Z+JX9nUSm2QPlS71rRlTDCWaFdMfBalwQsHKIkHypbzzMNvjaen9qmQKsgzoxOXsI8WFVWgzt8YnHvr0kwsrCV97Xm63cw45qHpWLu7mQDC0srJCfEwNbRCaUVdbJ3zr7qLpSWlWP/uhVa3SNJMyZVbyCAGg3uD0wSmfTRBpYV/n8fKJYhoKqknZQpFrTYnSnOPoHaqnJ5r+oaJGq35D4IjBT3vF7pnGouT32Bv48H3EZHYVT2ASxwycI033o0tO7Grko/zF+RBhNXH9RVFOG75xfhxx9+wv79+zv2Cr4u7gX8bGnN/XmBI573WIU1lcNxiXUZQuzM8KCvDqqHjcaR/LH49pPXkJqS0jFImOLuVfFKMaS8DrhnNPDhPuDaqfmwtzJBcUXXc4/zM9jR4Fpm4YbXljOB2L2jvum1HQpFk/M1OAzQ3EhJaLoD98L8KmCkq+LMRw0bReZ3jAJyK/+fvasAr+rKuivu7krcCE5wp0ChRQptoULdpv3r7lN3b6fuRgUqFHcoGjwQiMuLu7v839onN3kJMSgFOpP1TYYieXly7zln770EeHojcPdYRa3iz+TkhKYa1D0xhLS/K3D0NFiQ/7fjH1doEGFhoSgpr4Sbiz12rSponShoBQOLg64Ses8UCvOy4OfriYKE3SL2zElqPoHvS9BZg19cfNiV4ZiR/64gI1EoV/Tu54ZOCgPdKFh86PMoF/4I7LoZ+HoBsHgp/mdBKlrEmDlSYHqGDBE+N3mu2UkHe+XKZWnngqtufQRXX3I+fl6+Fq89eWen/47TLXY7nTz8hedP61tzTkvqapDCsMUOizz/vWfQEAmk4kbY203A3Nwcw4cPx7vvvtvLd6APJ4T2yeGxPZiBMmjypXBycJTDZH1dPWKi98rfFeeliyaB1MWe1g/a12rORd2BB/6fj0BSktmZJoyNjfHKyy8jIHcpbn9nOZYfKoVv+EiEjpwhOQqph/9spTM5ewfKZt4vYpRcS7WVZfD29UP/yEihiGgBjkzHnRcOuFgBf6YCO9MVtYaTFB44P9nXu0M6mzRNHWiByqkpQl4vXzcLeXaV6YzTXdGcGvMnIsbOQb+IMfhx7x4sGhmMd/7Iw4ctXcS3dgKPTlR5FDx06IMHJhpp0NCDa/rfAe4XDG/kQY9TZdKpxH0qM0kOgNTJUVdH/QYbDvpYn6wOKXcMyMO9d98hRh3b9sQgNSNbslIqy+1RMyIYNTU10ijgr/r/zV/pvOTr64MtW7Z2WyjRZUomoN0ULZxo8KDELxZvdNah4JZ6DzqeMWCQVDU6X7HwIDeeotq/uktKyGwnlscEG2PUqfHgTZoou/J8z38rozGAAXYbD5M1mtS8S2ZPhbWVBQ7EpuDVh66T75904RVw9YuAo70tyiqq4N/PG4ctbVr1dvrNITZ6OO04F6B/2GcWzhB34NIBLDRUcasszPeJ1Tb3EmpMeP2xwcGmY3JJe4tm/h0LDTZButIRajoNmuJ0Z0yiD4q6f1+5UiaaY6+uxt7P78U9f6Qi+kgiTC0L4B0+EcU56Vhw8cVyrb711tvIzsmVwkKyohrqhSbGYohrZ6VfBN62moOHXJbiy9pLcYPJ9zCwsEB41e8YMuMRzJ3yI2qrq5CUlITjx4/LV2LiUZgYxeG7w024awzw7m5gabonbh6Vh+fWVHep0ZDX2wA4t7DFPt2rKFQsrNnYYXYLg44fmqBc/BjW1xU4VWXwZlkt8H+jgC3JasLCAmZSgHq8KG9VaPC+YoGzr+U+YwOnr9D4Ly000hJjRfDFjZauIeciaEnaUN+AgYOHYMXKZxE4eKJsZF0tAjwckcvPL05AyIPmhMbbLwSz5ixA0tG9Yt/IjZ7dRI4i2YXjRjH5U+Dw7cB9Y5UX9f8apl/5YKu/d54uXtyluuuwdSxQmK9hbmGDGZNGICLYF3fddDkG+Tvg008/xdatW6Wbatbib25hY4/S/CwZ+1vbOaOwNFnsUzubepGnThtDFom9CdbSR1RUlIQy9tna/vXQPn3woNPc1Iy5s6YgPNAHS1Zsw9bjyrqYxYW+t393kE22hzRejvYpfB7pg3YBfQ8++CDG2ybgg883SZFBMP+HhSsDA2l3TOpRQ121UCf4pZ9q7xscicqqWoSGhomLFa0ZdSXq4EiaFDdFTjIeWtvme99bsPvMaW/nTk1D5LAo0wond7j7RXRbaPDgR0pr/3FzsO9gGi63K4CtvSN0JUXSReRGzee5cEB7ASZpjuSm92S4cDrATjK5/uwuSxJybY2ssXQiY1Mnbs9qodQVZ6e2o+ayMPryAPDABAO4ZpVhz+F4nD9hOAyNDNFY5i+NAlq56v+qD0NDQzg62angtm78+L3DoqQ73ptprAZOz/h+FlUrGgm/NJB3Hu4KXBCqEpU59+d1o9Gustpcg3uEZn3K56c/5aWDkpWto+zNtH7uGI5LDco7l7ogLikP/oPGi7OUnaUZ7O1tZJKhYfMf34qeccDgYTC0dEJWRpoczHn96YPrMifF+gfok6XSnU4Y65lEkGbH8seadDcnIL4wT/JoOHHl9UZdKbUVpFLzdZG6x2BfFk764DSD7wXXiI6Flga6dllY9b7Q4HvEIoOgrXXggufxzrwmKYRjYmJwLD4Z+ZWDsPiyBVizbiOM7X0Q5BEuxTnpXpzeMeHd3sUbDq6+yEo4hOzIkVjbMBVXWv2B9wrm4w6HnxF7rAFNx6/Hd9mDUF1Xh7CwMISHh+PCCy+UnCinuI/RP+8YzEuP4qNb/PBHSTCcmxPhZ18iNCV+nn6jo+BzLBo5mTqZaOivsQQttEmjCnJSxUigo6IdMuvj9lFKt0Eb287AKUZlHfDcNFWwcDoy/zvg1fPV/cDHJr1rVmgbRZ0/i00d/iwHc+Uq14f/skJD6+Kdq+DGwkMiA6QGDBwohxt6fUuxkXioR1436RL84kFm9KSZGBgehHtuWIBD+3Yjq7ASO7esRUTo5di44geUlxShqgE473Ng243KiWpN54HX5zROZXNgToFPaJSEX/l6usDN1Qkvf/dSr76XmyEPM9TLcJNi9/WPfk4YNiAYG7fuQG11NV599VWkZ2Rj+bpt2Lx1O0ryMoRSRXcactW7CoDkQYmhYBT9kn7RlTNRT/qMjIyMPleLUwCnTPrpzgQnHHSusbB2EOGoqfFCKSBTU5IlaIyfKw/G9PYn3ed05O6QssT7cYS3cjghLrnkEiwe5YANv3yGN1a3/2zZ7WQq9ICJF8v0IO3IiV2DssIsuDXpMKJqN+zLc1BmBxRUAt52SpTJxGp25k4VHTUaGniYJCVNo3aQEkpo04CuwLyLZHHQmYSVR3/FxSP74bM1Rfh8P/DCdBWa9ex5wJ+2bZSufv1HtQSfdi2cPl3gNcDMIuopyKFn04CTlIy4aGlAsOnD1+fsEyLhahqo8dnfHIHCxiTc6H8ca/cewIQRA/DN0tX46OWHT6CfEdwTtKJj3ry5ePiRB9uJazve67wGODHYt1ZRpnoDHnrYwaWovDNkV6ivjS0DGp7TWHBw8rFoAOBpqzq3PEhx6sEwM/LhOwOfG4MaeW9Ro0Y9Cw/IPISyY98V6Kq4vCoSVwVsxGtxNqgqL8bRvZsRGjEAf25or2dhl39/bbVYvbLQ42Ga5gBsCBBsxvGz0AIyuY+sWbsKlpYWZy1QTX+iwUMsi2pOknjgvX0FxFWLkxruH9x7aNMv9KnMRPk9Jx4McewIhsiS6sfCTVH92oN/xqlHb6EZKWgarQULFsDKyloS1pnfNG/2TPgFhSG/qAwJefWSE8brmlMXNnOqqWVy9RE7YjIxwkZfAFdnJ+yosccgKx0ii3/EPTub8dTENBwstMSk5kw8vdMcP/30k/x8ExMTBAQEYPxAX9wWmo08p/Ow0GwTRvzrS5jUL8b08a9hfdMUzJw5Xe6dNYvU52liqD5PrnMuLRMNFtVOlsD9q4FHJwH2FiptnBOIt3cp6ppGzdKf4vFeuX+cWqcjWqZ/j65X94WJsZpekI4YXwAkFynaFsHHoDX1hiRgdpjSg/Thv6zQONfh5uYmdJ3q6iqEBAdL14qbN7uBtKzLjD/Qq02UixVFdtuNDRGXkISGwgQMHzkWt956G4yNDfH0w3fieOxhHImJwdGjR/H4nj34dH4Gxn+srNj+KRAv/HWrZBPuzeZAe1oudo1NDTi6/XdccPFiKTKyM3ru+pEjyykDD5Z0NOHoXuPyf/rmU4jwsYWPbz888uoHiIoaidnTx+GOG6/AwosuwI/L/sCP332OytKuPzu6j/mEDldJ9ImnvvpQn7FpU+cC2D50Dx6I6etP8BDCjZtdQm7iGs/ZoLEW6cnxKK+skYMkN3rNFYyfb0ddVWegHke0IJ0cKglqEFgEbEpWGxOnVE9cPwPJmz/CbZ+1TFE6gGYF+9d8jaHTrxTNUcLetfLnFCEy7I+UgMr0z1FpOAil2Yekw/b1wdOX/Mzwrq5MD2hQweI+cd8GOSzxOidtpTg7pVvaSoloTLzQ6DAFd7jsxvdWtqiuLBNK14L+ikJFm0oeEtwDB8rBU18U+3eD6wCnFrxnuRbw55uaW6MoJ01eIzNvxOaXdquGRkKFZRGQkRyDpftKRNRetONTxE0cDOvGQnGpI02yo9kDXc34VVpaipUrV+HOu25vJ8TviIjRFyL54JZeaXM0kMrxS+eXVqfgdcmuMb9WtbBySLFiR5jFxwQ/dYBj55aHLU49WHxMXnQXjK2cUTV4NOJjlLg5cd/Gbg1ZuDZyKsYJxub1v8FnuBXmhBvj7R//QPWYUBihCY4efjJl0sCmHN3B6uuqpSAkhYghqVqhwYYRCxvC0dERr776ihQZ3RVwZ8Z1qu2z5/tKSg8djdiB50SC00AWJGwc8N/SBdHZK1jWIK4pXLc6GsTw39D1kKJxXhcd1x1F52yxUOoFujJSOHLkCJYtXw2voEGYd/HlMDIxgauHl0QHOHoFtWZ20CiCzTTSOrlWHtzwHXw9HGDt5I23kwfiZtOt8PYMxef7U3HZ0CbsSirHv6da4vbvgfI6oL6+XvKh+BUxk1PCRNgFAz8/OQ8FQVdjkmE5Bo2xkiKjndtVuXqeXFtZTNAMobRWWUHz/X1hi3Lk5BSDhQXBQoDUUlKpXtqmJpJDPIBrhwLv7lJaOk4uWLCw0GZR+N4u4MbhwC4dMNpXad70wcBB/syhnsA3h06kf/ahDX2Fxt9YaFRWVgqFytvbW25iLijJB1lsTEBG3H4Zm/YEilS3rPoRY+beisNbfsabb72N0KhpaChKwtBhIzBy3BSEhakxJMfx1cc/w767v8MrFVfj4JEExMbGStcuKmr4WRsl9wTxwrfofnPga+sXOVY2Kt7PCQc2IidJjdm/fvvfPf4Mal144ORBorwoT+wmqzpMlii037YvHk/NmIUgb1ds3bAKsXEJ8HF3xOxp43HrdQsxd8Y4fPHFF/jjjz9aRW0CAwPxCie1ijqA3nifd4Vx48bCt58P4uP7LC1OBdMuWgxLBw+UFJ6H+BjFhe5IJ2iqLQXM7EXPxc2SFLp8HnCam6WLqm2evXGeauiEqqB1in3tgYfWAF5eXnjzidtQc+BzXPRqdLfceGq0dv7+EUbNvhF+9s0Ir1gnLkN0PeEhkJ28Q3keWPWnrkvnp1OFTHa6KDREG1acLzacLASaGhuFw83uLKle3YHd2AETF+BQkS0uHOGCnzYdEf76azOV1S5dsK4a64qNReZilHGmwc48p5AMzSR9lWs0dRFu066Qbjo1c6FRM6SI5eRDuzYYQMgC8LqwXKzfuA7jx03Ae+9/KIdBEbF3UYD15JbFZghpYx0tQbsDHXLYff2sZwOobsGDFkXM/Pq1hfLHTi6pPyw+SLsaF3AIZfXGKPPoh9fXbUVWcdeyJhbMNBMgSE1jwCmt4WNsL8AVVd/Awby5pbNuIXpFfcMTgontjp7+cq9RP0XqsNYI4LVI6/iZM2fivvvuE1ekxrpqsW0+VwLVtqSoMDoK8nnYXRbLqcZxuPYLR3bSIZneUafBqVBBZgJy047J1IcazY7gvkInSk7jEw9sakfZ5T7PafrJoKNGi1b9XiFD5OckH9qGhMhI+ARGiPOXvVu/FpMdA/kfNTgsilj0aPpTsk1EvB40GDfrmvHj4nRc95sZhgdaIsi9GXFFdXhupgUeWFEtxasGGmXcNRp4byfF10m47FAcvty0EW/nJMA1dGS7gnxEuPoeWtwya4aCcBYaLJb9HNQ07oHVwNcXq3VFC6zktVxaAzwzVYnFHSzU2swAURY+D64FHpsEzA1T13t0pqJ1MvTSyFCJw1loa6Cj1QUhSg/HSUh3ovP/dfQVGn8DXF1d2woNW3vhJGo3M6cULDZIo9LF7e1V5gcXE138PhEF7lnxKQqzUmST/3HJt1i5Zr2M/TOO7URISAj69++P+0L74W6HZUh7apkkWDs42spB/WyNkk9mhMv3raSkbRxjaGwK/wFjhfbCRVQXvxdpMTt69biGxsbwjxwnYk52qUsLs1Coi5fumwZ2jjhutnFwkw7NymXf4JrL5uKaG27EQ488LpS3hMYGbFzxE4KDg3H99dfjkUcewQ033IAvv/wSv/76K4xMLeETHiW2pKRe/NXpzqeffQwzMzO89PLzOHjw4Dn3eZ3rCOs/GOOHheNYcgZWfd253aWlmQnyq6pkyuETMVJEx5o2g5ssD9Xs2nVGUdCnEzHfoTNONJO3y2sVhcXIzBLvvfwEnJK/w5RX96G2obnHA+MEzwrMqngDARHhqK8LwPGEZNEzcFOj7sI7tAAegYO6tH09VVAMTnvursBJBoWgFEmT6uXiGwYzCysUtDjpdIdjO/6A3bSLca3vNvxmYSWGDczUuGEY8GGsC14baoK1hzoPffu7wUMr11EeinnAp76A3HN3Vye4L7xD6CqZqfFCsdTvJLMDygPHha7NaDy6FO4XXyo0zoy0WAQMHC9T7K66/F25ZXGaws/2ZChTBKdd67pmsf0l8FB4OFd9ERf5DkJEaDDqUrZisIc6kPFwVlDVpvdILTOBiz8ppCoQlR18Gp6UFWTLxI6F3Dt19dI9Tq+ulmYTp0o8ROsXGiV56TJFYno1C1bepyzEqOExM2zAG2+8IVTT1atXC9312tG2uHFOFK5489xorOVWqrWAB9HrhqpCg9omN79wsdkXvYO3Mnlh9gwpeqSldUVj5ESBxQgzuTjh0AcLW5pGnKxTJqcwjArgfpiZcLCVirZ90xo4xye1FTEtzopNjZbS5MhJiTnhZ4k+0sAAmTVWeP3PBrx7oTGu+MMQ38wxgqNRKXIMPfHvKaki1tY0ZNSykIrkaKW0FTNc0rC/AVi2U4eDd8zCqJFReOTLls+zpdDgtVbfCLjbqGkEJ240xWChQZcouuxxqkFLXGaPEaQD8jPgv7vxV+CuscDRXOC3FlbkNweBHxcBEz8BZocqETmnFnePAXT2StyvgW551JlRTP74pL5C478qsO+fMtEoLCyUjndpSSkiB6hujgYWG0mHtshYnuK53oDib97oTKhm14NUD3YXuEEWZifDI3i4CLiWLFmC4U8dRnxyBnRvjcb3338nRUZnQTvnCrTu3gP3P4SdO/fg3nvvg5uHN0JHzMDIC66Tzg+7Pjt/f79XRQYPC6EjZ0pmAhc8dgVL83VI3Lu+tchgN4ZdR1KwKkryZcEm15jWlD8t/QWRwb4waShrt9AnJCTgoYcewsKFC8V2lh20Nes34V933I+chH1iQfpXwc+HRca5/Hmd60g4dkhEudPHDpLAw85AF5W0hKOwc/JUdKHmJhFkatDSiE/VeYq0KVJOeKh44enHMLhiJRZ/cBRZhV2bFDA46rYRwGfzFaeYqbRfrjuGj/KnYrnZ9bKRaRszu+r6AV+nC+pw07XLE++HouxUccIiR5ui+1x2mQN7TmPmQerw7o3IgRfOGxogf8YDgIW5KUYNDMYzK3LEeeZsgYdhrfNOPjrFrmERkXLIYt5KWuwuoV52xJIYIKfKDJPsk1FVUYLbb/8/2Fsay7pDvcfJImLMhZKifDKUKYIZKZwOnQmwc/3cw7fhlY9+EFoKee10D/t4LzUdBrhwmAfeXuiB+8OOYa7lZkzyKkPUwBBkxkUjfMyFMiEqykmVLj+zD7ybU2W9497IAp5GGvrgYdza0V3+m/oF/v1VN9yKd199CqGhobjnnnvw+OOPCy0tO0OHtcuX4VLfs19k6E81eLjlmuCkhvdCBeMkg6+Z+zj3LRZRLBQ0q+2uwMkPpwic7uiDjRH9wL2ewJ/FdY57IUXeLIy5rvExGDaprYFkY3B/47+hCQopqJzGdFXQaOvn9wdqkVRmiSeGZ+POfYMR6W4CN9Ny5NdayPRAE3MTPNT3dwFe3w7c4KNoxzzYR5jpkLh92QlFIycapCvR4ICgq59+UB8nHB/tUfSnIEdgoh/w0ETg4XXAc1uANdcAh3PaigziysGKekiqFIP62NzhxIQuU6RasbHQ0e3NoKXo4QS7D52jr9D4mwqN7OxsRWWqrsDwqBMPixQI86b2DR/Rq4WBnQr62NN+keNKHpidvNRCRL4qD8ssQjRM+gyIdGmEa+qPp5Sce6bBReTHH3/CAw8+KtOFj79cAmevAAnNOrD2G3Hi6WnjZUJt5Ph5GDj5Euky8+DAbiIXRX6RFuLm31/41uTwMziJNA1a1bLgYBeNY/ifvvtS0msvvfTSTn9OSkoKnnvxFdz/1JvYvWcvFs49D8t+/hHXXHNNq4vHqeJUk4770IZln7+BBTMniBXj+x99BhubE3nLdnZ2yE5PEscXHpx9w6LkWiN/XNuweZ+JTW431ClqPzoDPdY5nl909U2Y7xyDh39OQ/SxEx2aWExwA3xvNvD2BcqhipoOJkLftVKN+9cv/VgKp9Fz/9X6fTI9aG6Ww8npRFf5Q/pgo4M0DxYl7Kxa27nAyMSsV/xwTgqWHKyTrAd2T/ker6keg/OtdkNX3Cg0BzppnQ2wcNK0BFxveV3EHTsKW2srpKSkygGYNLuOCcx0bcqrNYORnQ+8fbww64LzsWbtStiQO16YJTS83oJug6Rn8T0+GUR5AYdyTt5l7HSj2T4AuS7T8NkhM9z8dTru/K1KaDF2HsEYbnwI71zihPtCY3GB1Q6hnPGQSGOAsR7VsLM2h6+vr1xTnC7pg/oYXuu8Zljsuru64MJZM6HLKxeDhW3btrX+W3bGGaR2XtCpRtidfvD5kNa2Ik5ZqBKkH7LhxfuIlDAWtJwGcKpB3RAbCd3dj5z+8HudPFXRfrKFBh28qE2iFoTucCx2VDMzChFjZre4X5UL84KuePw5LCwS9m3odtJLUIPKJgynWPetqEGQqwUm2yfh/3b3xyCHUgzsZycC+QfGt31GLCo4zeCaaIBmLIjk/wM/H1XGGh3BQoOUJhYCBNdbmmJoIPWJYYksKj6ZB4z3UzowUk+vHgI8tVFNAT1bli1mzzBgkaF9d44CNierQoYTO7pX+dkrF0F9HMwGBnmohtKC7vtS/9PoKzT+JupUaWkJHBzt4OvjgdGjhgklprMOnxQbESO7PLDog1SF2upKsWNkt4zCOS21nAI6dkaoQ5DHboKIwi/z0+HVW2bh3nvuPydpUxos7ZwkbM8jcjLe/Xwp+nm5YvpQX9Gl1LSMcbsCLT8HTV6I8FGzkJMai5RDW0WkSn9v8ke5OfkPGCfTCo6d4/euQ1VpIXwjRgn1g/xsfg4VxYpnSsHmsmXLMHfu3FbtiD44YWFhsmvj73j4/rtw0UUXYcOGDbjppptEu3HjjTfK4Zaf+YIF8zv97Hua7pzrn9e5DuYU3HDNZXB2dcdrb7zVOtXTd/8JDw9DU1mGFBM8xPB+5GerQeNKdwUeeEh96AhuSI4WQJb9GHE0+Xx7Ib5f194YwN1acZJ/vQK4l4FQpcCTG4GrliqOPUf/+ti9/GPU1lRi7ILbGcQhf8aOMHUFZxwtOhbJ/CnOlUwNTlion+oNYg7tQ2GNEaZNHC00mZiYQ9if2SgbPQ+ltOvV3GTONCScMFBNNQozExB/7IjYrEZv/EXSvrOSD7f+vQauwSszXFHlFiUFl/40kvkbnHJ4hQzr8WfzGuR7eOwUksRPVgR+OjHv6rtwy+PvYcaV98nr56FV37WtzMQdO/Ls8VGMHT4tmYkbvkgSgTSTnElteesyHwRf9wlsHBywes0KuDk7yCRav4im2YCtjTUW3Pw4Jl2wCBGRkfjPNyvx7Ypd8IoYB0ND43ahbpIaXajoL2cSLAw66/KT2sPnxK79+cHtiwXaKLPIbayvkULWwc1XrikaQzh4+Hf786gpsnPxEc0KUV3Rc6Fhbe8qBYaYTexbL9bOBJsspLR5Bg1EeVEu4vasReL+9fLnnFiStqYv1O8JFLY7+wRL0OIzMaG4xFcHS8N6PHdsEAY7lmKApzGKq5XwWqPnUXg9xhf4KjUAz0xVazZTuGmG4dvhZXGKYGbUVmiwKNGfkOzPUla1nJyw2GCRwFDLZ84D/rNbifSf3Qw8OAGI8lQNDmbP8OzEgp1Cc16jpGcxxI8TZa7V+qUfJx1sKpGuRcc2Bqb24UT0FRp/AzjRMDUzFWEawV+vXzC504tQia5YbIzqsSPIxZbjSitbZ+l2cLxKD3EN7M6TL611OMgNveR74JmROhzZcuLo8VwARbgsEsJGzkQz3esNgE1rfsFjD92LWeefh/nz53f5vaSPDZ12hYx9U49sx/E9q8XPm5sdCwwuuJxesBChsI7vs7GJufwZbTrTjuxAeuyudj7wGmjBx8Po7NmzW/+MIjemhnMjYYii5vHP6dWLL74ohQkLDU42Vq9ehQ0b1+G111+R7ubJFhtLl56bn9c/CRnp6bjn7rswetxE3HPPva1/7uPrAxtbS1x9zWJ8+9lb8PP3R2V5kYz62d1jR5uQQ7S9s3QNu8aJeouZwUCjqQ0euXwMdiUU44mPlXMUl4NJfsA3FwPfXQqEuig72vnfA89vBY70EPy0f81X4lgz/qL/g7GZubhA6XczzyQktM/BRSYSXId4GNHsb3uD1389gotDqjFo9FRMveha/JZkgznh6kDx9k7gzrNEoeI9XVNVLq9HrG918bIuMxuB9B1Hd3+ZjOo3hkxMLRCTZ4j8+Gg01p04jSTnnk2gzmhX+iCliBTOppNIdtYKW9p48utswN0nCEUl5YgID5MCVF+TwkKcxXBuSqzYBR/d9huampqF384uP3Of1ldHiXhbv0Dj4+gX/QQpUqUV1eg/bJxkaFlamKKxllavJRh2/lVw7RfRWmhwr31zhwqGPJPoLpmbFqoUDdMtaVTLdsDJBcXvFMeTTtaMZnE9o2aDdrfOnoE9/kzufWKnbmkjkwYL684LDf4990omtCcf3iqNS+5l1GXRUptmDWWFOTi48Qck7Fsn1sEsSGiawr2zowtWTyBDgNRUTkmiY9PxdZIXHh+SgkMZdXj/kB2G+phLsjYP9te09CiWHgV49RRWNsPU2EAKRRMjYHOLoF4fdNwzNlJrhgZaCbOJo1EJOel7ZhOwLknl3ny1APgkWgnzibxK4In1wDuz2yYqbHSQDkmd3XmBKmmcRU5MrvpvOuVpoAZPK4BWxQMzQ07qLfqfQV+h8TcVGlVxG9DUsunwZratTccjE4HXZ6qqmCM7jVsoqdKHt0nHncK57sARa3VFMfwHjJfNnoJF/YMQHSmY2EtPc2JXprqR1l4NWJ3YfD1r4Nh2yHmXI3DQRBGV8cDCQ1T0ys9lk1m+fDl+/PFHPPDAA+LprQ8uqsPPv1q6LOy6HPnzV+kCuXgFiVjV0sZBuo88NLBjQ74oqR7Bw6ZKpyhh/0Yp2LqyJSXy8/Oxfv160WOwS8WuE9ObOUJmp6ar73n99dfFAexwzGGYmqo3vE9rcfawbdNavPOfD3HN9TdJIUgMHjSonWWih50BmurrYW5pi/raqnbaDG7+LGh7TCHXw0UDjBE29iIU5mXjqud/g6sl8ORkYPP1wD1jFX1i7jfAv34HtqWpjba3OLz5Zzn80oUOhkZykKPpwdkAGxsULWs0D/6+N1oNIqu0AW6uzohwN4aHjz8cvMOwo24o7pkTinrXYciqd8TMcDUdONOggxbFxwQ787wuSA/jfzNgrLw4tx03XlmR1uL7P3X49bFZSPnxflx5UftpJB+TxYp+Y0gffB+bGupR0CGMrjcgDW1b0clPT08XcnSJMDczQZwWfKkHn9BhMiViaCMNF7h39YYuSltbplzzsKsh7tAumJua4OiRI6IR2bDsE2TpksXB8eDGJSKuHjxlERqMrWFpCuzOVAGWnu0jdf5WUFTd0EVu0k9H1cH1w73AHXpsOq4x1GNQ9M5DOQ0mmBVClBfnSaOsO3CyyveW5wfubx2nrNxbfcJGyLSMDTdShiXbycAAkxb8C1MW3QcnF3fs/uNjsdPm3/GxHN37iWD/r1hN0yLawcNPmjYbioNwPL8Zjw5Nw6aKAdhbYA9POyNpuHB6cHF/1RxNLwFGOWbji0QfydhhIcHpBQ/1I71VgcFJBtHR6Yw6jYFuwFNT1DSCEwpOPFjQLB4MLP4ZuCFK5c1omBEMvLVDFRhjfdVk4/fjwEd7gVtHqCkL9RekSJIiRStc/ekKHa9osbslVdlB9+FE9BUapxnsgltbW2Ni40rceMksHP3mftTu+xrJRgPw+AbgnlXAksNq/Ebh0WvnA09PBeYHV8MsaysCBow8IWys46LCDiK7Jj7hI5CnixPRYscOBzc0rbv46X7g11hg580463DxCcOw6YtV1kRGgnRmyT/fu+ZrpB1tL/Tmof3QoUN46aWX4OLmJhSzqFnXyaj48JalOLLtV1g7uoq7Sz1D2iytYePoIVQouvGwgCHflPSM6hbKFN+7riwnO4LC+n79/HDJNf8nHafE/Rt6lTheXFyM5597oU9rcY7go7dfxvqtu/DEv5/BoEGDTjjYrPntJ6HacWJo5+orNAyNtsFDNIvYrsDut/4kctxAP0RMXQwTcyt8+O1vWHppHX65Qt3vi34A5nwLfB+j7BRPFcd3rRTe9IgLrkVVeRHc/dSh+EyDOqj+w8fj9qc+wJBRE7H4rhcQHDGo9ZDUE5anO2F4824UZCbJ4eeHdfthUxEHk9IE/JzkgIuH2mPYqAkIHDJZRNrs/HanmTld4NpKLQmbIVqRYOvsIf/N951/zmmHJliWQqOuWqgVxhU6pO1YhgvcTzyc0SWJTRC64OmDmg+fMOZ1/HHSz5UHHH9/P3y2dPUpTU9PB3798k189eq92LPpD0mv1ui8bHjxnuIBt7Qgq8sGTVd0Udra6guiafVOF7miokJ5bNJ76AbGJhB/jdmyFOnHo+EzZBp8/VVredlR2qXinJhosBvONGmGvFG0bNpy+irKSVFrjIGBXHdsbJH2y9fFaZhrv67pmxrYIOE9xAZkO6G3f3/Z//gzlNC7XB6fTntjL7pNtIrhIX4YEBkuBQavbQaWcprCpmV3xhC9ASnezDohuN+/cMAT3vbGmGV3CC/sdYaphQ0aG5W2gtktpJX9dIS08jpkNbrAwkTZRzM476sDwGUDlYuUFpxHBoR+4UEwk4cTie8Ot1jURqqJyaPrgKP5wBvbgSenADamahpIkTfX5MfWq1yNmnr180iH4uPyM9MKDdY1r/2prilqSTSdBnUcbBhRXD5ULRV90APfqr6YkdOI0aNH48uX7kDmiqcx+aVjUqnHvjAM+wIfw6233dEpHcbaVFXcA9yAUDdj2Dt74kBCDg5l1sm4rmPSLycYHEOT4sFDB0XgHQOi2NXggkG3Kk24tf4alVTKw86ZBjt23HDY0cpmGmr4CFnYKPLuToPh6OyKn5b9ipq6Ztz36NOI37dJFnJObLyCh0rhxUVJOWKkyfSInHEZuzc3C8/+VBOG2cn+5MP/IFuXglv/dfMZSTvvw98DExMzLPltNZxtjPHl55/hyNGj8PH2bv1seEAiz5laDm6OYqV8XBWHvJY4HdNCwvRBlxhOFEir4ee9ddNqGJiYo7m+CntfnoU3Vumw42/66D2DhyJo6GSxbt63+ovT8pi0riUtsDdgp3X8vBuECsODt7GxEQL9vLDqt5+RsHed/FlPeO485TKjpU+zU0hf+39vVC49lw8Ent5iKInuvK/5ZWJmjsbGBmkksPNNvVVXh7tTBRsLnIBqr2PSJXcgNDhAuuo7Nv4hmi868bD5QPEuD3qkisyPUJaXwz2VE1NyJ+7lvNY4HdE6xYMmXYrslMPidNUVnJ2dJYuFmUz80v57mEkMzIKnwtyjjWbEAzupl2cDts6eIuROj90jidfsZLv4huPQxiWn9Hjc5zpeSyw86XbG65SHaN6rCfs3tGojfGyB66cFYYfVJQjxccAdeA3hz+cKLebvBsXdpOySedAZllyqxO+kV8YVAu+3uDnT9tfAwEjcEZkX1VhXIwUohdecCvHg3zEzp7P9hcV41LRF8Pb2RHZWFvas/7lVL8PCg7a5PuGj0NzUgGM7V2DY6EkYEDUexw/uRkZWtmgYafmtfyxkYcIvXnMDBkSe9H7GvZ8OWWQs8PN0RxaeGXwMryUPx/Eic3w8bCtWx5EqpSYUG1OARYOMYe/mh31HEnFTFKRJS1E4pw3zw4FH1iu3Mk6KK2rVtIgTCRYOLE6YiUHwfSaTZMpn7Y0SWOj9a4SiZXGt4cSEeGOmelwWFXszgTlhgI+9ouM9uaHtMaYFAj52Sk/H641Txdd3AM6WSnNCvV0f2tAnXTmN4I3/+RefwNTcHL43/IjXU2fJ4lY7+0sMMLHAunUrccW8WTgQp2uXIkmLNPpI8wtogLllIcaPiIKXYzTOC6yDrRmQX6U4niw80ksbUJqXIX735FxmHN8rdA/SgTSw6CAdi39P3i87PtO+AGLvAF6Ypizezsh7EjZCaAjlhTlSFPkNGAu/iFGySTAVtSvQS95/0HhZuJ97+W088/DtWDhzNF48uhthg2fJRkMxLGlWWiFF+oazTwhqKkrFZUrTUJws2KEkTYqHmI/eewNPP/202KSmpp6cUXZXPvl9OPOor6/Fi08/jh++/wJPPPnYCZkyaUd2Cs+bYKe6qbGptTvJKRhzbzorNFgka51vbvosMggDE0ssKYzCjr/x889K2I/62kpEjpuH2Tf+G4bN9Viz5D05LPxtMDCQ4orUIVI8mIXB6Y25mTncXR0RHxcnhZqzT6h0Y3sCA+8uHdB24CI9oqhKdRnpQEVnmvG+TdiaWigNA60rzmYLp1AsPGi1S1oSGw5a4cFJT1fBg70Bp576r8Pdwx3FFTVyKGNnneJ3TiGoMeN6oTUzSIt7aYaaWJFTrh149EGaC9dlFkt8/uz6F2clieOSfhGhX1RoltcaRTMzMxO6tGR4VazC12ty8djjj8Lc3PysT09pu8q9JnLCRUKlYzNo//pT72zRTpX3lyZYJrjmM8CPusaGulpUlhXCySNADuMEm2nN1UWYOn0IIkP8ULbtJ8wLz8XSMyCW55rR0E3R+9sxxfGnCJmBctp1T9MAMXnJTEBjfa1QsLjecKpBgxMG4OlnZvCssXbdKmFQ6K9ldTVVsLK2kfNF/4hwrPkmVe4VGjcwVZ1UNOoStbPC1lU/YfCw0fj43VdQV1eL0sLOQ0rZgDnVPC7eP6Qys9Dg51hmZo6fdH74P7+DuK9wAG7dNQBfjj8sGgpOCVgcxOY0YJKXgdCROD0IbbGt5f1FEw2abbAgoPMU9TgUeNNIgpkWr56v/i0nGSwGSE+lO5V+oUFxPrNNAp3aGrmkZfF8xeLh+mGqQKFeLMhJ5cTofz81H09MVuLy4wUqOJBgwcKjHc0seGbrg0JfoXEawYMGF3uCIW5RI6IkydfARAndzC0s8fK1USg+oBOHBS6ITJtMKVEbKv+bvxZWVWLL7kPwi5yEX3b8Kd0yXrgD3JW7CLt+dU1HUGjZiNQGD5RaW8HC3vmEsS3543SKYPeNKbWcIIz6ADhyB3AwC/iBjYu/AaSesJvFsTc3ikMbfpDfU+yYdnQX8tK6XvF5yOMmzK4Q+aRxu1fJ6/qPqxPuvPN2RE2chc3b9+D1f98tHUUKM0kT4+iZ43k6TvHPTxXUcnCSwW42D2zrdMdx5513YtGiRSL47sM/F75erq0GDR0T6JuaGpTA2d5FOqT1deVCSSRthgdWCjTp1qIl4HYM7esYPHmmDnz04jcxNoKxkREsLKzEVIFFOJ9XUW6a/L0WvtUTugv64mGF97Oju5+yGG1uEtpYcZERPH1sYWRkIOLcw7vVOsODH6c8PVEvaMnKzBDqx2hLSnCjJzebf8fu76szgQNZ7elm/EzoEqc5xRFcJ6zsnGDt6AZXv3DJR6GAlRMfFiCcpp5MkBmfP40jaK2ak3wUVm6BiGlJQOf0gkWGX//Rsu5oQlnSOEif4GU2vp+y5eTr6Pg+8xA+88o7cOkFkxHg5Yzm+gdbrUzr6+uRlZWFjIwM7N27V0JB+d/84p/X1qqTEQ9kew2B5XHHsWXLtnNmekrqL+lwnNzE712v9ACnCL73nMzrFxqkFVFYz18tbRzRUFsjGTginvYJQUj/YfB0P4SR44bgSIIO0cWRuH5Y9JkpNExMuxVNUwBPe1sW1CwGmO9AYTInNrRTJq2O9yxfBymZkkpP3Q5duCysW6m7N954Q6sjItebUaNHAdYeMKI+o7YYrk4+SDymNFQsMjgFZCAt6VM8F/Baoz0+nSsvnnMe0rLysH1vLHavXyo0Y/0JEv979OhRuP6GaztdO3sCtZCayQaL9+ChU7E6rxEhxkl4bFgGHjsciWt/NcYX8xqk2GDYIxsNtkbVct5ZGaf0Fc9tVYd4Fg6kUHHKwYKDLlVsWKxskTexgGAeD3+l2QALjsHuwK62DEjRcVQ3tNCoJqsJBDUiT7fkn366TzmWUb/Bf0P3QGo+eGbTQLMBrlO0zKURA3UfxTWKpj4vQmXK9EGhjzp1GsEuAzmy2kGDVT+h/2c3XToLTSU64f1RpETuH10SrEzVl8b746iuuskIZabe2B+XiYT8BmSVq0KEExByFMcPCUZ/53pEepiipiQbufW22BqTKYmYGhWB4A3uHTJMig1u0IPcgFVXAzO/BA513sA4JZA/7TdgnBz62QVml9gzZIgIRElhostTV7Bz9oLfwHGyUKYf34O6qgq4+kXAztlTujBc7MaNHokr5k2Fq5MdYg5GY+O2aGzbcxiJsftlPNwbqkZ3z52ZJrQHzEk+3O6xmAJ+9dVXY9asWSgvP9Ghqg//vPuztqYG5513frvNktfA0POukA6zTNuagYT96+VwamJGHn0Ukg9t6ZZudDboctMWPwQTE1PYWQDfv/e0/BkPwXSuIcWQYlBO/XiQ4USgq0kfD+rUfTH9WgOLClLHeKCrq62S+5S0Imlq1Ncg8cBmTJ93Oexc+6EgJx0rvnlLDhLkY3PdyUo40OPzpwCTdKNv2gayssmzSfPLMUUrJYXhha0n/97w+bN5wckBnw87srXVFa3FR0/TH75/lrbO0gEOG32BTEtb3x8DAwycdAmaGxtxZNsylZ5saAgXO0s8NL4RtubGaDY0wbOHg2Xqo0HonnU1+PH7r9Dc1Izs/GJ88d6LUkhwUpGXl9ertezNWcADaxSf/FwBD9o0+KBdeV7qcZjb2EkBz479qYLZIhJQV9y2WTl6BMDI2Fh+ZRff2NRMJm3V5UWozY/Hx3dOgNXwa/Hkm99hxTdvYMv1wDXLVJrz3wlqIiqL809oSOhj3TXArb8DE/2BMZE+WFGh1ouMzExxeaKWkL/y2ijOTZX9jwU1tQ6643vEOv3333+Dj68XjI2Nxcr75nufw/4dG+U94r1JYbyTZ5C8L7zWGHJI/QfBCREnJczi4sE/5lgi9h1NwS+//4FD+6jLaJQmn37TsrOzzcmsbyyaSNti45PvkamZJQxri/HehHTsqeiHjw9aYKjRYZkiUIjNM8wjs9yQlJ4rVCrqWC//EfgzXdEp6d5HC3Ceo9iEoCyIB3sW+HT125cJvNZy3ODaQsrVO7vU71kwvDgdeHitam5w/blykPqZ77VMmKjfuH+8srS9IES5USUXAf9p+XsNo7yVgxhF6CxcNia33ZssQM52rs25gr6JxmmEJmrreNDgn1148WKsXPYd0tJ0PYr7XK2V57OHTSNC3LIxOdIN59dkw9K4SYoRdkJYWZfXJUohkl5ujMRyfzQ2G8HVNhc392uQ9FFW2bx5DucWy+GZkw0elA7lNuPulcAfi4H+bwNlf5HeTOGs/6AJQnMivzN65Wdw9grG0BlXimCPQu+uLBvZJSVNqbGxERXFObCydYL/gLGorSyXLlZDbZUsfBnx++Hk6IAvf2lGbWUZQn0csWDO+bhk7gxs2bIFP//8s3T/TqXYoHjV1ScUurh9slF1xNKlS3Hddddh3rx5+Prrr0/pPerDuXN/Pn1VFKwbi1BMcq8euCHTUYjJt9WVpTIZ4ObOoplTRXbnGULV3YTgbNDlivOz5f6g9aoG0hT4pYHcbd5rkeMvEk1JdXmJ3F8sPCT8j1ML47ZUcHZSScek1ktZcPrIobupqUkOICkx21Dc0mWmA5CmaSDJmoJpj4CBMDQykgKN71132JGuOM6kPmgbM/MGXp+lknmP5qkwLW7q+l3J3oCdVE4f+KWBnWGuM/xsxQrUwEDWFBYe/NK3uy7NzxQDCxahPECaWlhJMKisE83NQgcde9EtuPi251BWUojEI/ukkCttSkNMVhPGuZcjoP4gNsW2v9auuu4WONhY4N1vViIjJQ6///77Sb0ueveT5nEuFRmEb9gImX6xK56VpLJjWKDTTVGf2nsyIPWGBbB+oVGSm4qF192JhQvm4khSNjbv2IeM5FhUZsa0Hojr6xvkeuZn90tsDe4crUIw/04Y90CdIhjIuXAg8E2yDx59fBWmmLTRn8gA4H3MxhkLY65B3Fc51TCztJZC7rbbbpNJ/mVXXIvhY6dg147tOLhrs9i6kx7F+5QNO+6FpJllJR0WKqDoZ/z6o6wgU9wY2UBxcnJCU30tvv7gFWxYt0aeH7VqnCLR3U7Td3R1tukteE/xumDhz9fiP2giDKzscN+KRHy8MA9HA8PxywZjBDk1iPibYZffpgfhJs98mBg1YU2CmmyO+lBpWl2slb7i7V1qakhnMbpTkc7EiQfplxpYXLLY0HDHaOVGpU1Qt6cDt41UjV+t8z7CG9itU+tPgAMwI0jlaVCPodNb/rke0bKYQvChnm2FBj/jSf6KYtWHvkLjtKOzgwZ//+vvK1Ba0rNjEa3S+MUKWXC0DuZWFfCNOE/GnhSJOVioQsTbrhnDQxvhbZmFUUEWMG8qhXWYKRrqGsQ5gaPDSDdgIdM2DfNQ2lSJBB9/bNiXLF0DJlruedAHj8ae2uJBehMXJC6ImfGK5mTt4Cq2tRyXH9n6S5cJohzp+oRHCU2FhYSBQZ2Mc1OObJcDEg9GPOjQGpEbDH3tyU0+dmCH2NXycenuNXPmTFx88cX4z3/+g/T0dAna239gPyLCw3t8Tez8cIrBIDSK7vT93zu6SK1ZswZXXHkFqqursHv3nrNOT+jDqYGf2x+/6LBgkBmGjL0E21cuEdqUBlLvBk6+FI7sjlaUCJWBhQZBrrS7XwTSYltaYy1gfgQPM9qB/WyAFC/vkKEwt7bvtEvf8bBNL302AzhtNDAyQlVpEXz8g2Bj74SIoeMQu387slOOwM03XASc5I3zPinUJSI7JeYE5zalaUgWYTSLF2oWeLDwDB7c7SRTvrfFg35WCPDb8bY/+3wfcMNw4I0dwIfRwCvns2nSnr5wKiD9hF8soDQwF4MOPJzeiItYczOqy4tl8sHXw/epJD8T1g4u4oBFVzvtsRzt7WFlZYl+3u5Y881r8uefZqn04Yoq4OIwYEuiahARVrYOuO66a7H0h2+xYtkacQk8WVB0/mrb4OmcACcKJhZWMkHav+6b1j8nDZXvq1/kGKHOdrXOdlcs0vqXRb61hQnmzJkj+Uo+/fxR02SM/ccz4OXpgWN7N2HipClSZBAmJsYIC/DEFgsrfHmgRhpr5POz8/x3gYVAT1Sx7w8DH88DjjlR09VGf5o0aSK++fZ7Kdg5IQ1081XUKeZl+YYiLz0O46ZcgPnzF+CL75ehoMoIn7z7unw/DWE4RWLBz/20vram1QiG0zxawlNMnkwKtR61mJMK7rupKW3UNO63DF3k5IHCe4YCslD4q00Umh3wOqB+koU6baMz65zw6d5q3DY8AbFp/nhrZwLCXdREYbhtBvbmWWOSd5k4RlHsffcYYLSPolR626pUbxYeTpZKe8r3llQ0LX1dA4MBSbOi4U5ZDXBQj85InQXdqeIL1ONT1D3aF/igZXpBBgkdrOiIRUrWvavbP/a7u4GXZ7TnBq1NVLSqvkJDoa/QOEPgjUX6AcNvThZcLNJjd4uNK4uNoupaFFUrEdKmtAIRTTfE1Sh6Q00l0o/uhJ1RtTgw0KOatnGkaPnaVCLKXYcbQkxg3FyPOhsfmC1eiddMTm4cymIiYOAE6U7o4qJlAaF4O3L8PLGr4yasf6jRcMktj6C2wQQVVTWoq62RUS43cdKqtIkHaR6cvJCmwcWWAu/g4eehsqRAChCOgDVUVFRIsB6/mLWxYMEC3HHHHXBxdexRtKYVMrSc7I0r1cZNG3Hl4svw6msvn9LouA/nDsiPTi2oRb/6XSgZNwcxW5e1E3fzoG5O2k9SDOxdvWHv6ise9/xzFhQdiwp2w3lQrTiLhQZBWgIPKbT57AlMHeaXBoo1Gw0jYGBogLCwMOxYvQSDJy+Ubj+NHKhRyYzf1+10gnx60TRkJYlYOmjYVDQ3NslhiUVbd2DnkBOM5XFtB3IWFXPDVTeSXUkeLuhrT9716UZNZZl8aRQfHr5YtPGQxrXCL3w47OzsUN/QiPKCDHEV0iZGdRUFKKitR4leGnZGmeqwMgSMWgrSL/ja+H7eeNs9sDQzxPvvv486Y1s5mOt363sCNXo8/JAPfq6A9wR1EzaObjiw/rsT/p6ddb6PbEylHP7zpFzC+Fl4O5njgbvexdDIEDQ0NGD16tV4+JFH4TVoGvz9/ZGZTaFxMtJy/Vp1UrXVVRhdvRz7vE2w9aiivrBA+/Ywzoq9rQZqMslMOLw/WrK2DE0tZVK4ePFVOHjwEPIYdOfsJTReFvAsHvh7ThgWX3M9ag0skFlUK/QmCeqzsJYzLs1hjI0NkJ8RL/oiNgKpd2QjhGtDZ40QFhr83vS0tkKDYDHI5gUnUd5hw8VgISf1yElpnDqCdDKPwAHSgOD1QJo1KVxf7N6JCcG2eGZCFRYmGuCW35ux6ipgdwkQ6WCCHAMfPHxzFHJSonFzlE5oZ3Soop6DB3zeC2N8gKuWqjMRQbdPfbCQ4KRkvJ+iNOmD6fSkVTG8j7QqrjFkhGhOVDw7sehgCvinFwGzgoGVqvckoN72o2jgtZnKdYrfx2JWV6qc8xJ6YXr53+5Q2VdonCGwm9BTMmxPxQYpCVw4kg5uaV3M+Gt1WZE8vqWNk/DL3QMGqmC5KiD6BGOnepkmGDTVYf7EcNxnYtlrgRc3ChYBXPi4cBXnpIjwmwcKdrNYDDFtVAPt+SjUZnqxnbM3CsoaYWJigOAAH3z47P91KsSmgwxHvRR1kvvOw1DS/k3yuvj7rnDw4EH5io+PwzPPPtXlayLf1TssSjq02vi4N3B1cYGJSfsAvv/GBeF/ARmlqqsVaZGIQzUD4R06TApODUzN7T9uHhzcfORg6OIbIoUGIbk1PqHtaCAsTtht1Rcmnw2w80kaIhsBvX0u7OIHDp4kfHdLgxp4ugUiIVmHYdOvQFbSEaGeZCUelMyM3oBNA9Iz+P5wPSANkg5V1Id1B3Kgt6Wqw8AGPTo/N3j64tO9iS5UpFDRp35/GyvsbwFpJ+zick0iocLR0QElpeWwtraCV79AZPr3by00ln/1JgZNWYi0mPYVEAWq7MKSVsHEYHY5vcKiMGfGRCz//XdZP0hTYfr8yRQal7bQzM4lyHXn6Ibju1d3KYZm84mFKosN6vdqq7vXu9na2mL27NkyvaAjV15RBd586238sfx3aTLJY9abYdvyr9AvYqTY6tKidc68SzEoUk20KXi+oF8TJrqo/Kq7ZvqgJvjvO9Bxf+mN2xkNAobb6JD/0Sy8nByFpKQk/N//3Y6PP/4Y77zzLqLjcmVyykKCxW5QaCTCh43Dii0HcDgxC9ZOnpJFxekE9zCaM/AskHp4nxzkOT3idUtKZXfZT3Q1KyouEQOCzsDPiI1D6jqoG9EYBqcKLZyQhQafF4t50jPvX16O76+wxkPTHPHc6kLM/w7YdksOfqsaj2G3viEufjZ1VTD4Zhb62elQXKuoT/uzlJZiYxIQp9fDJc3JRM9pipqNJQuBG35tr5sgLYqFCosMgja5D45XQY/6RcAUF3XN3PCLDj9fpn5Wkp7e50ieErFzivlayzLAcD+K1l/a1v178lf1L/8E9AX2nSFw0mBm0SYIPBVwlC/FxuCJ0jnRQCoRfbjZ0WF3g4mq3YX+8RBgbG6DrUdyWoPL6urqunTJIZd56LQr4Bc5ViYqB9Z/K0UGD+y0BOXGQl0GqROkSnCyMXzmNRg06RIRobPI4CLobGuCwf1DUFXWfqpDHjcPOxa2juIMQztcbvLM2ODEg0VGb7F585Yug/Lo+89RMA9kPFieTHems/TaPvwzQVtE0g8Z/JS19zfRE/BwroGHdF5/Dm5+siEaGZuJ4xTBwyX/LTnSnTlPnW2wSAoa0nVBroEbPClRoSNmIC81Fkf//A3Hjx1DfFI6zC3M4ORgh4KMeMkw6G2RoR0meXBmh5sHCa4JFEJTnN4Tlh8HLuyQTcZmSWw+MLElcZdizGuHtQV2/V1gUyV0xPmwdfQQjnx5RTUsLMzRz9sDmekpYquq2RoTeanH4BUyrN1jUFvCbijpYKSxXjnCBlctXgRHexusXKnEApymWtk69/p50eqcAtjO8jnOFijIpt1sTtJh4f93BzbEaNPar/+o1kDZjhg4cCCeeuoprFq1SvQIR48eFUOOyy6/HFv2HG0tMrS9z61fmLyPbIBVMMTP2F5yRHhYK6tuwJeJPvj2EHDBCB8E3b7yrAUb6oOF4twwoLFEJ8+Vk4ybb74Z33//Pe66607cfsMiOLl6IGTAKAwYMRGGFnYwNjJGswGQkp4NIyaAG5tIUCS1VVynMuP2SWFCGhXfF1LyegqYDQsPE01JT+8FtRosOJgWziKGzINTAemK9i7e0sDh1NPQwFAakYWllXhlvyumBwNj+6mJwOW/WuLKMa5SZGhOnsY+UXhggroPSHmiE2dlnRKGc5rQlS6DOoqquhPNADjN4LWhj/xKQFfSYo/r44NZT7VdMw02PmJK8dYFQGTbliF4ZZsyreA0RJucc5+xaTuqdQo2LTW6n9bE/G9DX6FxBvFXXJH0iw1SGAIGT5DuiWYfxzFrZVmBjGDJE+WC0x2Y+lleZ4SLF12LY7Fx+GP5qhOqaNd+ERg24yrpSMbtWYtDm34QNx7av7KQsHFwE1cZHsL4+4ETFwh9i/kW9dVV0qngcyS9audv7+OnD57Fyw9cja/f/nfrz+DolKFjFI7SiYLOOIn7NrSGWWmgm0tvCo7OUmbZ4WGqOA8PpGOdzMGpu8ftwz8TvAvpTkK6zmT/RhzbtQLhoy+Q6ZwGbtJMrLfmYai5SfjKGkhLYGGvT53iRONcgGR9GBjItd4Z2IBgyBkpVqRl8F6jGcKgyZdKM6SxtgqWFuZoqMgXKtSpIDvxkGgaCBb1DXXVJxzCOwOtYQ9lKz97fZB3zewBUpGoz/j2IHDT8N49Fx4UFiyY3+tDJY0tQkbMkIaEhY29iL95iDVrLoe3hwvijsdiy68fi/CWLjqaJS2tVbnWcUKhj19ilce+ibEhZowKw1WXXgh7B1t8/c0X8pzY/eY0qbcglezXYzhnQPqs34AxqgnWEnDZE5izQbcyd/9IRA4ZJZ9PaGgILrnkEixZsgSffvqpFBsffPCBOP098cQTOHTokFBtWeRryeOEOKg1Nwsth45gPLTSaYnPS/6+thrG5hZSmG2oiYKB6blxoNucAgQ4tv8zGqK89dZbeOCBBzB8cH/8/vtymFnZoLauAXV19bC3s0ZzY7NQx/JzMuTa4USDYb3UMJKKxL2Xhi89URUJOUTPOh/BAd69Krz4s3huyNPFC7OC54BTAfd2MiDYoKmtqZDPjNi0Lx5r8vzwyBRzeFgD8VmlSifR0DIhq6+CYXY0vLx98MS/5uObG3zEcYoJ3sy6cNfr9XDiQNqSvE5b5QzFSSlph62v37aN5qgPutz9exPNeIC7Lo4C9Fgf40ZHYSlpeMXAjcOVQYUGFjvUedw7rn3z5ILQ7t8PNi1peqNdA9HR/32+uH3UqTOImhYuN3/9K2BXiOLrgEEThUZFegMpS+w0kFdJwRUXZIoa9R1UOoKHKU4Stu+MxsDItmRZhix5BA0UgejRbb8KNeSia+6Ci1cAElN0qKmuQl2d8sUm/zMr8YBQnOj9TdcR/mwWVRyTH968olNBOJ9b4JApMDY2QXFeunRguuu+KDvN3vF69UVr3Pgp3qRvPX3X/wr6Avj+e0C3Ho7TGfT089E8uT766+k1eGCnoJIFO4WRPCiT88xrmdM8hmuRM02wAGYxe1bQSfYFqYbBw6di/7q2oDQevDi5sbClxaux6CjYrQ8aOhVFOSnitsRp6JZfP+p2zegN+FjUP2nrD2mW/cfOkeKMRVp34Cb++GQtvLTts+KfLxoAfHVQOb1MDlAdRVIWuoIKNVsJC4ueKQksGPwGjhexf11NtWg1WGSwU8wubNweRezm+8X3L/XwNkSMnS00MXZmudbx2uA0NnFf7gmOWpsrI7HIIUAaKh3pl5wI98ZMgHa/w72Ab5SZ0zkB3gcssI5uPznXLO5ZdYVJ+IOhc+bm0iArKizBhg0b8frrryM6OrrTxhw/F80JTp+uxz8zt7JBQVYSbBxc4eobJhoGFjUWVup0GRsbKz9H0++dzak0X1lOefuDr5WVFaZNm4a5c+fBzt4R9c3GQony9/VGcmomcnKLxBbJyNAARlZ26D9gEHZtWSNhojSqOFlXL15/FMyfLB2YOtP4fevlPSZtmoHBXZm+dAYW5Tx3cEpCl0pqT0nh5ON+ua8B4RPd8dy0VNz8WxO2pZviugNLYVt+DHb52/H1MWD20ythbGIJx7oqXFQyC04NOpkc3DdG2dOSYplYqIJAqZG6Z6yyxmbhEeWlJg3E5YPaW2oTzMKgGQ8/n7d2AmujoqXAYbHRXFeF862iccRNUTo5vSAl0tpMNa0I0qnoeMVpFSeZvP/fvEBNsLpqM9cU6pD23iwMHBaF7H5XIiIiQoxt/pvQV2icQTCtlsK/v1poyGOVFQp3OnCw0mxwk+LjcrrBTkdzY4OMUDV3lM7AA0ryoW3InzQWAYGBCB02CXbugZK0qovdBUNjM7gHDoCxiTkMLJyRnJYNG2sbHNj4U6vtnVaYsANIsSyF4SxS2NXMiG/jvWuYe9VdMLZxRUlxMeL2bZIDXm+EgUpk13u7GVJbeDhk94tTjL+SEtyH/z5klikbaXJzvWwgVDp22XjP0GWFoEMOD+w88PBgRI0VMxT4e1KEaFTQcfJ2pkE7zY4uPuXFOZKSzcMXnx+ft6WNvfjy0+WNHWAG6lWU5KMwJwUOrr7IyTnaI+3lZMBDHiehKYe3ydpEvYbfgLFiqdsdZZGhfBRRsqtI6pEGJgS/NL0tcffdXcBz04B7V53oVc9uKLuIN1wZJUVGTwepSXOvhbGNmzzPw9t+kwktCw+uGx3XJlqtakGO8dHrMOrC6zDvihtx/MBOHDm4V7q8XOM1gwkeLvaUuMPKuARFcTukc2ls1j7QkYUZefidGWjog/oUctHPleArN/9ImZztX/u1XFMnixFRw6XIIHj4f/fdd/HFF192+z28fjiN0y80+F7zWuM1T+oU7WHNrcj9N27J2FA/Y+jQYcjPK0L1tlfx9R+7/pamkYebMwYtmN8rDcifJT64dXIULrywDiNHjsSUKVNgYWUjuRZPPvsSjByDVJZPcjqMjQzR2NiEIH8fFBSXwNTICCPGDYOxiSmWffryKT3XvxQw2mKdywajT9hwaShwL+8N64B7Mc8YbAJS78FCm/oarhXZKUfxUcAc3OOeg7vH1GAjmlHsOhnxm7/FFFsdFk6fj6qWCQNF9F7hUXDX6YRqNcpX5YJdHKk0GmEcRjerkESu86QvPjYJEtzoZqUE+R2pVJqtrbxEMi5YxPx6ASrdJ2Hd+k3wNtBhXrii33KwRtoVw/kYS8DHpWaE87apgUo8zmnJngw1UdnZxeVw3TAgQ6fDIEsd0nUGuP3227Fp06bWYM7/BvRRp84gOImgB/vpAjcoCqep2eCiys4ax9G0j2M3ltxiOr50Bx6gdv25FVsPpiBy5DQ42NujMCNRXKG48bFbwUWdrjM+Xm5orCmRIoO8UCa/Rs26TjjZR//8XTp9HIMe2vhDuyKDGy83AoZb1RvbymLk6urS6yKjt7aBGsj9ZaeltCAD6bG7+oqMPpwAHmZ97IB1icC0FgYAr2HSYTS9Rr7uuBS3/QaMFRGkjZN7KyUjX5cgEzwN7Ghrf3cmwXuOBURHUHxNt7aAQeNlt7WycxHtFosSOrr5+/ti+PiZGDruAnFQqqsub6UBnQ7w4MH7lZ1KglMB0jmYh9ATKNpd2IlvxgfRwM0j2gqSn44A1w5to0EwYfyDOcCHcxUn+6lvo9Fcr2gXPODHHmp/kBIr7qmXwcbFF2HBfggNDUbU1AVCP6EQt7O1ienKto7uogdgF9fT3Q3Z+aXoP2ycZCBwrXHXo9lxqrO/LhxR1un4aIMOvzw6Cxs/bE+/1AqNnnB+iOrQngug0UfQ4ImI37P6lCdg+ro3hs4l5Va30oG7Aq/fsqIcyYrQB7V8BGmA3Hs4OSItt762UrIoeG2TmkWb8uc/+AkXeJz+IiMwKAifvP1UrzQg/LtrXl0JTHsF77z7JoaPGIXf1m3H5VffiCeffw179h9FSVGBFGCkMgb4+cihOVWXjbKySoQF+WDmxGF44dE7cNlll7UalZwMeP3NnX8ZnnnpnVOmA3Pdo26TTQvuubbO7T+XrsCCnRMRIjs5Rs4qmpA+Pv44vi0YjTH9gKFWaTC3sMA3mRHiGmZasK8dlerG96IlS4NGEiwceGjn1IKWt2wgcepAx7eboxS9itou0mY702YQLAi0aWqEi7LNrSvJRUPOYQy11mFvptJ+8LlwzeG05OVtSjd1/TBVaAzxVIJwWuVyRf2D2rMu6FN0BqXtLqleddY+MDA2hYuLMy6//HL8N6Gv0DiDqK0sVQFRpxHUG7C7Rs4kvcZJP+INy02QYXnkbXYFWubRjjI7Nw8ZuaUI9PfBgAGKCsBigp0iLhxM+l7z7ev44pV7kBh/XESSw6ZfJY+xb+1X8nMoAOcI+9DmH2WxoFsLHaooOKU+go+hO74Xpo1lCOznhcqibHEf0RdUdgdSrHoqSji9oIMQXS3IW2WabB/60F2hwTH74BadMvM0Ouo1yDu3sXcVDnpjXS3c/Ae0Fuic4GmCVs156kyDByr9LiLvAVInvYIGw8raBoEDRiF8xBSUFmZKInZWwkGZcoaED4S3lzsCAwNlYsn8i4DBk+SwQFqD3EdeQdLdP1XhZ1YStRqDWn9PYXlA5Gjc8uhbmHTBoi6/jxMLajEopNYHu48UdJ43ROkummx8xNv++xt88OKd8zFxoA/yKoD716gU6DX7dKj8bhFM976FaxbMwg1BOtF58PDPlO+QqBlIObID5blJKCgqgy4zB8FBQT266pCew/dGXmPiQV44IljmIZhrFCdepNlxeuQbMQpJR3bLAcTCBGgq1SFz9zIYlbcd6nhtWdp234Aa7A4cy1M6lnMBLNC43lPsf6rQ171NnzZTkq05GadOpjvkpyvnN32wKcaCgnsa70vSZF28Q1BXXSlNqtGjR8PLy0us0DckqRwqTsdOJ84/fwbMTE17pQHRFwCzCPpx2W/4/NNP0WRiJzkYpO3t3bIcxkZGqG+oR05uAUxMjWFuZgo7W2vkFJbhpQ9/wt4Dh3DXXXfh119/FXcuJoWfDPi4y1es+cvTHb7/nABSK8IGZE9NF8lGaQlA5SSVZwbm+hCclCTVeWB1ui0WuB2DeX2RaFT+tXsATCoyYfPTTGQvux+Oy2bh/8J1Ekr8fQyw7KjK0OA6QZoU1w8Ku3nYJ0XtsgGKbvnhHEVBzO5QH7MAocicQccEJxUsTPLrzJE18k3RWv0Yo/4Ni5knN6ocj8cmqiYIRelsdlCUzokHNSFXDlZULDpksfDpCOYEsWhJbfJB3cKV6L/oWTg62uOGG2+Ao+Ppa0qfbfRRp84guAGdzq6hvktODo7KZINiLdrekRctTk42DrC2d0NFSdvmycMR+drspFGUxxs+JT4GgWEDkXS8zWScB3Z22ugSwjAgZmewC1iQmSQuU1wkBk68RMSex3epsD6OtWWEXZyHOgaZmZlLIaRRTH798s3Wx+dGTE4znycPdCLs64Y61V3iKqcmPBxR66FREP7bvan7cOrgSHtGsBqPk88b4gTEF6p7KTuxTa9BswO//mNkqkGryICB45CdeEAmHTxo8V5LLsmXJHs6T/0V68dTAe8LCc8zMICzZyBc/SJaOP9mMDOzgK2tDRobG1CalyG0Ew28z3m/Z6fHi7uUPlis0D+fh2Valjr7BEsxwh27oZYUzdKW3IlS6WZ3FcBGKhId5th9ZsI23zN26+JTspTFtuGPXdKovjukuo7kVutjVZ4PVq5aKaJe8u8/eOZO/N9Db4kzDcM0p0+bBV2ButeZGFxdnAUT3TbsOpaNhnIzvHKJK74qHI+8jCQJZ6QGJyUpEXaOzrCycUVCYqJMh7ubgjIRXTQ6GfHYvGKJ0KU4OaZmjs5/dPTiusapMjvtfJ4UhZO2weAvdljZ/Xx8g3o80SL0sC9QDP9m97mHZwxsNLG45cHyr6Kj7o37Fil23eUbsZhjQ601ob0FRTlpcPUNERdDTiDphsUpJBtvl156KY4fP46YmJjWNOhrhgKvnMbQw+ycvNY9vicq0sGYWFTX1MLC3AxV1dVI1OXLIV3usfoamJpbirakobIQhhYOIgB3sLeVA7eNlQUS445h//Z1WPJhEewsDHHjjTfioYcewtVXXy0WuXQ1ox6lJ4g2qP70UHR4z9CohvcC9aK85zkt7QrUZ2gBqJmJB5VbVlqsvId012wMmIYx1bsxOPZtNNXX4NY770Vs0TKEFv0On0IdYAacFwiklqi1m0X4l/sVlXJ8S1o3Bd1MEOeUgk0IR0tgnK+aPJCKyQwMNpuopWAjQKNrkgrl3VIYZFaYwN7cCkfzDfHGzCbcuQp4fabKx7j4e+DXK4AXpykb25E+akLOacfKeODpqUCQoyqCLopQ4X76zYPcCiDQCUhzbxOdG5sYS8H6r3/9C8899xz+G9BXaJxhkDPKar8rr/FTBQ84uYaG8AmLknEmu3akAPDwHjRsCg5u+F4WAI+gQbLxkWuuv8D88kVbAUBoCbmkCgyeskg6pyxiCrcnY9pld2P42POQV8AQnzgZTzOoif+W3SY3v3AJOstNO47MFr57Z+ABhfQpCuR9+4+SCQS7GZ2BXanO3jMWK3xNZuZWQhchXWPQoEG47LKFWHTxHMDE4r/Wm7oPpw6GKml2iGsSgRlBarMiSL1gcram18hMOgiv4CFIiF6L+rpaOcxTg8T7iJs57xNONDT3lDOJKXOvQIORDVy970NuZqqIrZubG2Hv7C0NAAtzRxTnZLUrMjq73/XBw78qJkqBvBMPJrxfWYQ4OwRJs4H3IO9lFh36RQgLDR4mgoZMlkOHRjkzsfNAdqYOQ6ddKQeLnKSYEw47FGyym8jOs+ZxT/xr3shW5yDSd6687JJW+0vqMfR1GDxslNQaCpk6MHIUKu3cEVOZhikNv+K7xjCx3uYBhx1wHnaY08Pn2y9ilDRXunx/mpvFLICaHk5+WVxIxkDCQeX2Z2Ao6yWnYjx4aVQvdlB5sLE1B0qqgYFuKpSQYKHalXkHE5D5fYWnd8s4JcxZfBfqjW1g0vDXDAO6AgsITqPpjEbKblcaqNzUY7Lucx/TQIMD0tZ473IfIe3Xt/9IuDo7YMyYMXjmmWda/y01Pt9ccnoLDRgYo7y8Fs8+82/s3Nm5BoTTQRbZzWbmmDP3EkycOh0J6fnILyyTiWpzMyciBkiN2QE7V29xORsQNRFeHq7IyS9EVXEutvy+TqhG3Gv5PrHgozPX559/jltuuQVPPvkkrr32Wvz888+oq6/Fnt1dN9r4fDjpPF3Qb+41NZsLfZNUbtLGO4JrhBaAyvWJ952Vgysqi/NQoIuXs8yHSSE4f3QdbhtaCbf+/fGvm9/EkgmAs5W6J5ysFCXKqIWbQwH295cAezKBT/epQiSNVrUDgIn+QHqxyux5cZuaajApnNbZXCtCnZWegv/NkGMJQaRGpgDgbOrjY654eGgOrhoCPL4eeGmGeuznt6ri5d9T1cRjVTzw6kzgmqXAG9uBJ6eokMCbogAzo7apJB+HtCummI8zaROdc0+hPmPevHn48ccfkZBwjvAl/wL6qFNnGFW9GJOfKujxz8WH3UgKQNmp5Gbs5OaFi/71DCZddL0svpwedNfF4PeyG+TqEypBTOnH9wgPkwtC0JBJMDAxR0lZBfz7eSN+71ok7NsgnTtHdz+xOiwtyJI/6624lAcT2myyI8INuzNdSWdicE5rOEFh56umIAnXXn0VfvnlF3zy0Qe4LCBfioxzwcqwD+c22JniZqXfU9bXa+iO7hS/d2bE6I7tEUclEVXLgeco3PpFyAGRB8UzjcCQCNhYWyM0KABHtvwszlGuPmEoL87Fhh/exucv3d1uivhXweKBUx8ti4Y0rMT9G5B8cEuLlW2NWAJ7hwwVhyZOWfuFDMLV978uznVH9v6JtGP7kJkaL9kddL6KGDcX/fqPPuH9WxKjnKY0zA4FcuN2c6wiv6cVr2PRbrVBtzRxxptEC+dZ3hsnwMIlQASzA0dPFVee3w9XoNnOD9OdkqQxwSKj7bXVyu9p2sFGS0/OOZz4aoUZp6hcH0ml8g0ZhPFTZiBkQHsPXjrP8MBD1yjKahjupUHpNFy6DOhj+N+5gJD+AzEgIlh+/bvAiQWLDZotdPU5MEiO+gVOLzRwsleYnQJnb0Vro5saaUjnTRyN8vJyrF27tvXf6srUQZVd5dMFF1dXlJaV48cffzrhYM8pIR3KSCticcqGgLFjALbvT0BWdo4Ur9wHkw9uFiod7eu5xpBuWF+Zj8LiElSV5CL6z7VSZJQVKatfrjuaDiolJQUPPvggFi9ejMLCQjz/wjN47bXu9SK9cTvrLfgz1q9XmRMbNq6Fl5OFpMC7+oZL0UC7+47QAlApQKFzlm9Y2z6ddmQHzN3CUBpxC4Z6GiJ94wfYu/8gPtyrAleNDNSaPdwTmB6k6JakJ/EcX1OvKFSkx1IMztTw2/8AXKwV9enF6UBjE/DUJuC2P4BP9il3O2o7/jUCeGA8MKtFgpdbqir8hEZ/0YG8vV0JzjlhZBp4eonKy3hlKzDMUz1+QaUyq2Ch8vNRVWSs1dMDMpiUeg+aXjBnw6paB8PvZiFn2f245urr0dTUDDs7O6HF/Tegr9A4w+Ch+HQKwjuCORfs5nAx4gLEDpGZuSXMTU3Rv3//bulJc666Cxde/yTCR50vFoGVpYXyfK3tGMBl2RICaADz5gpEhgVIF4LuTixG+MUJCrsrp0of4UGFlrssdDyDh7TzSzfS02hwNM3OoX/EcET42uKlpx/F77//Lgvs4f27UP/VeTi0+Wc0txxAqvsC9vrQCehUYtEy0+X4fIhephy7i7E7/xC9BjvitLLtFzFa7i9OzUgnkscoL5Zi3sjIuF0Ox5lCWmIsfL1cpHFwwfVPIHjACNGZcBLTW6OF0wFONNihZAeaGi9SYFiAJO3fCFt7B1RU1cA3MEJCxtiNJp2KB5zYHcvlQEGKpv/ACaI103QvTNolL5ob91hfpaV5frkOKRs/h9XWB/HtK3chP+g6NH07Gw1r7sfCObPw9hodnpgM3DTRDQ32oSisNUVGTgFMza0xed61GDFxJl79NRZOhqXi4qQPiuT5WZJ+yeejH+LYEWyKsOBiCCjB64PiYxYMI4f0xwM3XYKF82YIBUZDdkvjuLBKHUzoxc/XRVSW5ncqCOchhPkALIbPBZByx9euT7H9u64nXkNGRibKQKATahmpix0Lkfy0YzC3tGvVCPAaHD4oAoW1Zjh/0b/aUZdJz7t15Ol7zi7OLnLA7wgtVZt7r9rfImWCz+fC18lpX8K+9UIDI42Y1wwbdWwUsgD5/cs3sWvTSqz+/j+wc/IU0wE23agTUoGF7d8DUsTWrFnd+lq7a7RxovFXqVNM4Kad69J7o+SsQZiamuKrr77C888+DXfrRinEmZdFsb4+9ANQc5NjpNjWwoh5vjA1MYJFwHjU+06B6fHvRYj92p9K80AqFOHnoKaFEa4q1fuJ9YCnrZpYU5Olgf+GRcEj65SLHQXav12u6E3E5lTgluXAZ/tU/o2ZsaJdTfWuhE/0vbihf5GItu+fADyzCRjvp6YX/5mthOXXDYcI0zkhp3vV6nhlnx5fANi0FB9cc2hTTRoVCxAmh1MbQsoWGZR0y2LBSBoc6XKzZ8/GuHFd62z/KegrNM4wRPjXi0LjZIOm9EEKk4enByZcdAsihoxGQ00l6vU2B3ZKODXg1IIWsKQM9B83D40mtsIPDPLzwcGNS3B890opHNglcnT3lQKCC+JvX76Jd56+E/v37hFdRH5GgnQHTyUIryNIj6LNHR+Li7PwVmVBVBMNPu/5i2/F3bddjw9ffQKPPPSg3JAcHV82dxrOy3kJX+6phH2tDqnvzkLjmvvx22N9tKk+nIiMUsC7xZthvV63SQOvwayEQ+g/Zq7cB+z+8WCZdnQnvIOHthen+lKceuaNR0mBevWh62BlbQ1fbw8MHBDRYxrwmQTXl9qKAni5OSEuLk4OEaR2kibpFaJa+jyEsDgqyU2TA6KLT5hMKnko4WZ8xygVVPdii17DIGMHTJJWYEyQPQ4fS0RMfCpqY5ZhUT8dZgxwwtdVczAjzBT+prkoqzdBTU0d8gpL4OzogLCISHmM13eoLA79jjapcFqHnJ8xnfK6E7XmpfOgG3aCZWfskYP4de0OjBkcivc/+hTW1mzQtE01Fg1UeSCWJsrrnwcNSZe3OnEiNpt+/OdQQJ92vXVHvTudyE4+LPdh4CDlrKgP/jltm/X/nIdmFm1aAULKzvvfrcS6P/fDxslbGR4MnSLTth3NYzC8nzncvANln2Ej7a9oKJ1dnFFQUND6exbM3MMo7Oa+SZF7/7FzxWChsb5eGoLMZ+FzZBaGpa2zaCZZPIju6gRb5TDkpccJjZiW1I2N9VKAsVjpOA3Ud/TqTi9CLRcneacCZk5cPxT4YaESNeuORcs9RDTWVeG99/4Db29vvPPOO/j6sw8wJtILHl79VDElTcv2AajU/dCdjmcKDczocnSwRcOQf8ExYBhemWMDO2szfH1QTQtIQeQnNnaAD9yj5sPJw0cE4R9GqylCcQ1gr9yNMT9CWdDu0Cn9xmU/Adf/ClTUKre66YHAnFBlTbsiTjUEWBzcvgLItJ8oFEZOUSgqf2E6JCyQFCsai9w7FqisVbqw6ExVqFADmFyocoH4e1KlqCf5v5GqQOG0heJ0Fhf7K3zQfMVK+FzyCjZuWg9/fz+8/PLLMDMzwyuvvAKjlvydfyr6NBpnGL1JgmVxwXGn5m99MvoCLmZeIUPh7OoJB3s7lJVXYNfWdXBvDIWriwsmLfgXdMnHpfvIooepxpa2DpICHBzoh6BgJQjngZ+HAj4Wb2RmdbBDSm42KSUSOJQcc1JBPScDHj7oZuUdMkQcrDw9PXHFpfMw/bzJsLEwRWpqiiTIUvSWl5eHfnbAb5cBz20GssqBi8KBsmwdnBt08DFQ4i66P/ShD/o6AC727BYz1ZV6AHbn9HMZMhP2C+ebfHAW8KEjZiB61eeyKfK6ZNeNUw5yw5lyy4MqD9JnGinxR04wczjbIPWFB7c/vnpDfk9nKxefYNE0UFhP16eMuP3KqampSSYh5NlTD0MhNbMQLL18sWDgHkz/vAH1TU24bxxwpMQakR4uGGwahzeX1eJKS6CiwRi7jCfC0bkR/zLdhoaKKhyp7oe5bqmwMKiDlYUJMrPzYFSvjPNJXXp2M/D8NKBkpzoA6FsUc52mNXa/yDEyleksPI6TLaGutORm8OBIChipavujd2H39uG49/+uw1dff41777lHOpXsiFIIzhwXHoAYGjkzWNE7lJBY6V0IHmooLmUy+v8yeI/RPYpan5SY7e3uLza5SGHT1/alxe5GxOgLRBtAVBVnM+ECNSXZ7XKluL8dDWvGrH7FWJnpLoUt90+t2KCpCW2fa6srpXinlqG+prLTa4FwdnZBRnqKUJdZRDPMlk0zHqoHTFggv9ZUFCMr8bDQuthwpIGAUKYOb+vWvp2p6MwtyUmJgatvKMpL8tDU0CBTtNyUo0LL4vXa0dGrJzMUZSnb+3wqgo5OF/dXTk6kGjFMc6gn8PlaHW4pnyXp2Q0Z0Vj2jQ4fffQRIiMjsWDBAtx4ww242dAQ2/7cjp2HwrFz+zahnuoHoKYe3YGhUy+XQp84HL0dyboceLs5w+yKjxGw5lYcnOqLGLvZcDt4PXLqLGBjY4za+SvhY2IJz7oqDN42CwfjdOIeZWqoxNgxuUqTwclDc4utLMH7/unNgKmxKhyY9h3uCkR5KyoVmwCHcoDjzWE4bDIPL3/+EtLuBVKLVWOKzlbM5KioU0M3X3vgrpWqmOE0kgVNiLMqRFbGAaN91RRz1lfA+3OVKQGnGfdf1SYGZ4jiAw8+gJrqWjnbDBs2DGu27cN7H31xxgr8042+QuMsgJ158hW7usH1re96m9jJrg4zNKhb4AJbMXQY3FwcpUNAioKXhxvc3Nzg5myPzUvfb3GeGiCakeSDW2Wz/zWljQjMaYezV6CIJaVzZOsoj08HG9pW/tX04N6A7w8F6LQs/M+7b2LyqMFYv3Un/u+WG8ROUsMgN+Cz+cCdK4A/04GfFwFv7gSuGKhudHYm2BFlF7EPfdCfaAzTs31noBJ91Leltf93sduXY9iMxUg4sAkDJ8yHsamF0DrIt9ZE1jwgkyLBzuLZKDTOtQ2Ihypyr/WdiUgF8Q4bJoc52o/W1VYIjUQ7EBJscPC9Je2zf3g4FnvF4NV99rhsigscUIyY5HzEp5jhynBvNJZkIeXYQVhM90GBATDM8CCeW9eEo/1D8OSA4xhhmIANpdOwwGEv5pquxmepYTiwbWXrzyJHnxSIp6YCT28CqmqrYWfj0Pb3lWVC56QpAHVtnYHdZ3ZgqWHjOitJ1DYOYnKR7BWIG2+5Dc8//SS++OILPP7449i6das40DD0i11Z0jd4AFqXpOUsObS6LXHisjXl3AnoO5uoKMkTwT7Fz/ws2CQjKMqnRbu4G7UUANTZ2No54oYHX0fikT0ygaeTFT8TfXDPe3Mr8Oy0Iny+/USxMgsRM0truZa5//VUiPgHhqDR1A6TF9yETcs+lnWA0xM2JKrLS+Re4NSOzTqmYXOSwOKgt8YwWio6pxoWtg5iwELKEXVBtPbtqLfo6Oj1V8BXTKoQdVLF1S1hdyXK5YlZEryWWURXFuhQdVgn7mpPTlbTgCNHjsgXE98vuOACseGdPGkici6biy27DuLbLz8S+pgWgMqE9CvvfgkZ8QfE1e3ND77G7TdegaLiKnz1SzYWh8UiwygHto6DEWqZgDqvia2HdCNTSyy5OworftWJiQSfL2lULATYUAp3UcF9ZXVtRhMs6Gk8wWkHQ1x5dvjPHMDRXDUkpvoDBfl5cHFxkXtxRQIwyANY+IOiZrFR8MhEYEqAugQ5paAOK9AZeGy9KlQemgBcMVg5W3HKwjUnsUAJ0ClITz4SDecLqiSEkM3lK6+4Et7ePpg0ZRo8vfvhUGySNJL+qeijTp01QXjbhtYR7EBoqZA1NTU96gtYFHBB48iYHRtOGXjw+OClh3AsNla6h5kJB2Xhi9m3UwSaFG5zQ6d9pz6XmwclPpbiia6XP+Ookx7XFH+ST30migwN5EwHR01DZm6hdPomjB4uYTZDhw4VatmlY3ykyLj6Z1VkcHFgl5rBVhR78cZvaFYHSnar+9CHjhMNDfTXp0tJR2h6jeChkyV0LnzUzFYLZVtnxdEvyk6VAwQdmf7XQW1Vv/6jpCt5Qmp5Ua7oq/hv8lKPSXGmcbLboaoAVzhuw9v7bbC3fiAWuCcgNbcCh4zHwtDaDSbuA1Bq6o4HzndDcXExDiZmY6RXg/DVvaoO4eX1pYgvaIZNxlqUlldib0YzbnHfiulj2m/W3PTp/ELrWZPGynbiYu0gSxeYrvJ+yLun4FijruSk0rKzv6y1VSUFqGowxmPPv4Pde/bgtddeww033IDdmaoDnFQE2FsAm5NVh7hjcB9tcDnp6IMC9x2aDtBoQD8YjodTOoDpo18/X+SXVGBA1Hj5vWgZ/CJOeMx92Wra7dQJQ477Ios/XgP8fhpBKPODjfLF3xfn6mQSQQrdd39sRXxqNvr3j4CTVwBGzb5JKFnHd63EoU0/SAHpFzlWGnbck9OP7T4p90k2Nbhvl+SlS7YPi1rS9fjaRa/SEoB3OmFlogwZ3rxACa0P56gQOxYWdFS6c4zSGhzMUcJmTg44CeBBm3Smyy5to39TkL9kyRKxGr7ppptwcH80FsyaiOW//oJHH7oPE6dfKP/O398fuQWlrZ/dJ68/jvsffRrGzbWYfvPL+GVfIax0q3HrO5tRUZApbAtNj9lcV4XVm6OliODEhc/l/CC1rvO1TPBT+RikQb11AfDyDOCTi9SB/9XzVQ4GC39jA+XyRh0f3aQuKnwW07Ba/t2Lm4FR/RW13c3TR5yurl4KbEpW7w+LiYkBwOJBwKbrFFXqi/0qVJAhgIEOgI2LD2bMmY/wIB8sPw58vlmHis9m4aH7VZhncnouEnJr8d3K3bjqjn9jz6H4c2pafbLom2icBXDx4tiUYsLOwC7EeVNn4IMP30d1VQ0yMlqiKjuAI3uv4MEyVk3Yu77dpu7m3x+W1g6yIJIGsHPTCqSlZwjlg52djqJwbvzu/gNgaeMgUwS61zA8iV29k10QTxco4Bw05RKZuCz7w0loBbMmDJGF6rLLLxXXES4sC+fOwpF81blh5+CHlsEM3w3qySkCyy1Xi82qf75TXB9OE8pq1SFD/9BJASC583Qw6Uyv4eIb0nropLCToZSHNv0o955PP39EDB6B+vLcc27CcCbBbBFSWToznmBnlIc2r+Ch0ollYUA7bOYeaKBYkt3QT/YCR/J0uHlEJmJLnWBk74aMbftgY2OLlQk+CKhpwGinXGwtMYeZvROskYHM2B24aSrwTCwwMwR4YQvwiWMtZnjk4IdjppgaWIh+E63x7raKVoocM1U+igYeHlONzwtODCckfY60HRaZ+i5VGrTigh13TR/DLnhu+jF5nTlpx/Daf1Kl6UNv/JCQEGz66jHMDKnDlwfUtJWHuFXJ+bBy6ycOfrS+pd0ypy59QDsNRuKBTZJtY2ZhJXQbOoCxGUY3Jw1px/fByi0YMft3t5k2mFp06rL0Rzxw+yjg322sql5BUf4axRiCmqPM1ATUeQchLSMbIUOn4NDmpcIoIB2PZinUQ/A6P1W6saSiF2bDzsVbphrUenCPtJB9foMwFHrKgOktmANxSaQyIuBB+JsDqiO/JgG4b7WiFP17ivo7ahIINvOYR7F4MDBrhA/sr1+JF0wt0djYhISEJDQ1NonWQP+L0yF7WyssXjgP11x5KR70i5AcEQ6NYg60WeNH79iMxyuL8dyTD6H+tu9QtuQy3D2mQfRLY3x1MF0yC43uUbAuiIZhmQ7JNcq1jkLsY3cqehfvc7oLcs3nVIPFJV/PaB+1TlBovj1N/V1KoMrcKK0BntsCXH5BGKbY52PlYqDS3AfNl6/Ea1dbivPdrpdmySSHz5mULP5KOhUbV3xv/OyBl88Hgh3V4zl7+uC8O1fKFIZOeb9+MwtDrXRoLtPhj3V1QsN1tquVBgybvQc3Fsj13Z3l9rmOvkLjLICdDUf39h2YzoqNBx94SLyxL7zwQixfvrz177hwkcdMXjM5q/oLJy/OfpGjUV6YIxcmJwLc+On2wkWutqrshJ/Frgu7jBS1sqvWL2IkKsuKkMrHPk1hPicLCQOcdDES928SDmfcod24ZcnbOG/qFLzy6suwtVViMnrq+4RHYU+sTsZzUwKBMR+qx+DYk2NR3uwUrlGc1Vdo9KE7bE4BJvmrsKWO0PQaLNY5FWR3lSGW7ELzvgkODUNyehZc3Pqdtg3/nwbSRCQgsCU3ozNwGsTDEt83Uqj433Si4sGNhQidY34/ziIDuGYIUF3XhDt+ysdbc8pwdPIVQo9YG1+LW91KUdJgAvP6PDSUFKDABBjhpQ5B7ERqyCoDlhwzxgh/K5g1VaHZOQyvnL9XshQoHCVi89Wh6cbR6bivjcml0Nws0186YrGj3dFmm8UHD7BaPpJWeJDiw+417X75d198+RUSExPx7LPPws/3c5QvuwnLf6wULjfXpcsiarGu0bw1oI/Prw8nQu17f4pYX8u6oSUx3Yu05p0EKXoGicZP072QXsWuv6S56+E9OgVdfXKFBilLkt9kYY20IzuFupSRW4KKpkz4eLnB2twE25ZlixkCp5xs7nUVQHgyYGGlZWdQq8FrUbST1vZC8+uoV+kOBoZGspbpg4nXpPWRavTTEZV2fcsIlbD96Drl9sT7iwJn2rXyID/KW1lJXzdE0YhIBXpydJTQgAgjI0MkJibg0MHDYtzCCWFjY6N8ab/n16S5VyOnoASBfl44uOQzoaZqYMGWVRSCu+68A++88y4S5r0HgzW3oa6yQYqh8jwdTAt1MGQgnx/wU4yyqX14rSrWuR6w8NBvZjAhnK5StJqlKxTX/eVxiorNooRNJ2o4yI6wTHdD6GWvY/zokTj28ag2qpaZJercorD7oE4mJiwkmMk00F09JouXklrA1EAxKjhBb/KJQl3L95M5Qmq8VWY5jM3rYOfsKVlDnJBxUsPJKNcWOmxOmTUfBVnJ/8gmVh+Z5CyAhUF3biYayGuk9ze7YObm5i1Th0gRKDIMjx00/SKDE47AIZOQk3xEbkx6V/uGjRCvaorSOhYZtLZjgqe9q68E5LAzY2XnhORD24RSdbaKDFJQWGSwmmeRQXCj4IaxZs0avPD8i+IzLaivQuxBRS27dqgqKupaOpXaP4nNVZxKjjXpud2HPuhPNXjQ07AlRQU4dYXY7b8pzVOwckxKO7pDuk2ELikWttaWyM1Klz9jMBcdYv5XwAMVaZyZCQd6/Lc8HLK5UZiVIlx3zSWIh4MjuUokeflAdSCgtsrcwQNpZgMRjOMwN2pE1IRZMDdqQqrlKEQ41cnhZ28WcO0wYHeLEJOfLUH6RFV+Kn7LDcZHsQ7o71SHvHobWS9IleD3EvyZSRVWuKl9/IWAnzlfF8XenYFTGtd+Ee0tj01MZRJmZGKGssIcsSPdtm2bpDcbmZgjat7tuPH8cHl9tO7lIcTOsBJe9kaiLcs/81KffxSMagsxdfxwjJ2+QA7gzGvQR2F2Epqam1uvLRa1LG47ulfRJKTUzAf339A7l0cWxkHDpooLI5t3EaMvxJBpl6MgKxENRSnwdneGs5MDrrnraVgY1SMnfk+PRUZvXSZZVNRWVchez6kGBeeEq0+I7PmaAUNvINa2dbUSIkd72jdnAZFuwKt/Aq9tVzSjO0ar4LsPolXKNguJXy8HQpyAOWHAPeNUzgvpSdx2l8WqomTl5mhxniKoOXjpxZclsZyN0y+//BLffPMNvv/+e/z0009YunSp5F+tWLdNRp7xxw5LscRiztHdXz1ZhmTm6ZCQnov7778PoZFDYTruIXg5mCI2T+31PNjnlANmhsD5IcDxfODtC5TOicWPe5vRldxf1E5Qv7kuWeVoUFfywR4l8OZ7wjweCsmfOw8YYXIYbgmfIfdhwKl4P5pazkZNdVWYYRUtznjUrtyxAvj3RqC6HghwBPo5qPcqzFUVNfxojHOiW7OAqqurkVdtAlsbG5luUO/j6OEnDQ02qmjtPGjypXB3d0NZZTUCQvWChf5B6JtonCWwgtd3GOkK7777rtyIN916B1ZvOygLas6+E9ObKLy0cXKXRFEGFnEh0qwBOwM7H6SAkDNt6+iGutpKCUk6211YiiEjx1+E+Oi1rTx4rYul5WpwgaLzxzuzjdCcvRsvj9ZhbrIqNC77se2xeFNzQeENzoPHr7HAvePUgaQPfSDYueIBjx1tgp0vfnGTKaru/L6N2boMUedfAzffCOSmx2LA2Nm49oFXkXJ0L1Yv/UpMFNjNZpYNqVWkSvAgejboh2cKWp6OjPe7cOXRB9cZisDZYeYaSGHrRCsj1DY2Cud5YaRyZXo/mha5Q8UQYk1mHe4fkIlfGh0wacwwVCZZ4lBGNUbaKEoWqQrvz1FdTNoWU+zf3FJoWBg1IjU3TT6T95IsEW5uh1HYBg9rxc1m+BY1O+uyXXFey8GLz0MfXEvLbZQpBh2yOoqVPQIHtOT91LcUHuHiikRKCzV57ExSEJ+amirFxovPPI7HFw5AlfMwWGZ9gz+OA3OHJKPMxgI/HT53LIrPReg7M9bW1eG2B6yQnJzWPl29uVlcjWg9Tacz3n+ddf35WIF3rEaoqTmuvbdrl0eNHVBTVS73N+9tHuw5vdv1+0fyb2oryjBt1jwsmj0RJsZGyL10auu6QY1CaWkpysrK2n0ZGhrguuuvESvT3rhM5qbFwitosNxrnGrwGmfjkgVUcU4aHNzphpfc43vobmeCy/x0ILmCXXumV5NOSG3QlYPVQZ0UUhYb3EfTipW26M80VZyFuSgx9fJU1RCgzoid/K2pQH65Duv+PQvBA6Nwzbtdu17pIyMlQe4XTb/KCXLg0MkoWqmajQUZpMhNwLZtG/DYY4/i2eeeQ3FlPIoO/w478xp57mwykr1AoTqdJ6mX+OWYCvijo9Qzm9t+HlPASQ+jlS2nOLSeLqhSawZptCxgNqWovJXV12fAJeET1Fo4oa6uFpuenYWRUUNx+EA0DEp1Qr+i5uO92cpyl3sHqVdcl36JVcUYC6HaBiA14ils/mU1Ig1j8cTSNBzcvQUhg+qk+cAJR9rRXeIixmuLnymzhnw9HGHr4oP4Y+dIcudJoq/QOEvg4cPc2q7VPaMrlJRXY8P2/bh80UJ89/UXKM5vr+vghdgvYhRqqspQVVqIfpGjkJsSe8J4WH9awEkHN3p2PujsJDqODiPUswEWR5Hj5+HYrpUS5KMPbaKhgaKyF33NYOI3DmMGN+OHoEGoLoqGrqxtQSNtih7VDMci39nZSnU52bFIO5Fq3Yf/QTDASb/QINYlKj1PV2nMPHCaGhtiwIS5mO54KWqbTJBXWC7iRVI2zK2GysGbfGp+0eGNh3CNVnMu5VycLvhGjER2ypGTKqZIN+OhzbSpEaNditHfwwWP/54jBwTSId4/aIWgoaPlgEeKCpFcVgCzog0oLboI8Uk6GJeVoMLSBAGO9UK1ohtObaMSe7KIJLTEX66LFNFWVRQh3tgf6w4m43z3TClKHpkAbEgGomur8FmiOe4fVSOHDk459EH9BKfANk4eJ6xR7DCz4cMihN1uFhi0AGfnmI2cmpIKmfjQoayiogK33/MQnO4Zgweu/T9s3u6CKXgbxg0VGOBhilfazLr60IMzo5mpKV558m7sOZSAY6k5MDazFuEsKSYsLPiee4cMk4M5u/4hUdMll0KzqR0xMkqKwK5cHrlPsmi0cfRAfka86IroNFZfU43Dm3+WvZfuaWyS5aUdx47d+1FYWoGykkLE7lwJSzMT2NjYSNKzra1t6xddjAIDA+Hr6yNFRlc/vyNk/TAwEAcsshUoEDcwMJLXSb1K8NApJxQaLKY0q1vbWp1Q8yytGnCgyAD7cpVlLbVCDC1lgc7DcVwhkFioig0WGHRWosEKG3UsJqhram7Rc3x6kRKFf7RXpWqP82XwnQ5OjXS+6t1namhkhJrKEtg4kGpoKcUcmwwObr4SUsizSnVFqUylyPSwsLDAY488BJvaDJSX7IaDaaPoL1hkMBmc+zyfOwXYzLrg3k9HKK4TBAXsr5yvJjhMAWejgc+bieKkPNVZ+WBy5Gg8NncPTKozAd8JMGw2QmHKMQSZ6IC4dExxasLhJhNkV5Ei1oDKBlKkDOFt34SqBsDKyRtXXR4F09xo5FWZoWj+zzAxt0b0b5+iMulTJO3jO2gq0QLltVnSpCArReyUq8qk6OAUi9cyi8kLF9+D+1/8DIkt1/c/BX2FxlkWhHdVaHBz8gwaBENjU7z+0tMYPeQ73HLzTcLv1UBeJg8wFCnaOLjJotOx06aBBx/P4MGwd/FBQ0Od3LiFWYkyKTgXwMNY/7FzcGzHCpQX55zw95rHvD4yimphbJoN92t/R5Sxubhw+PzS1g0iJUI6HBbA3kzljc2uBbsLr/xzdVV9OI3gYXR8B7nU7gzgpeldFxqEv78PElMy4eDshcO7N8DYwQ8xe7fL39Ej38HDX7JptMKEgZYWNo6t2ir64dNo4b8BTl5BMvLvePDuDXKSD2PO5ChM9KrFm8f6Y3Z4PgIcG/F5sh+ChgyQxghpJyxKKHpdeswYNwWqUcOxYkv4G+sQX2yNCA9DRLjWSsAWD0UsHnamq+EKCw0K/Ll5V1eWwszKVtYT18Ch+GZHpnDNSdkit3qqeQJeLLTAS9tqhDLBziQTyvWRHrtbnPmYQaQveOcElodQdpz5GWtp4VxrOY21dXKHtb2zFBoEn8OdH2zHK8WZGHLt17DxKEVyuQVcbIzhs3VZX8hoN9AC6XgwJ/3ki88/x6jRYzFy6CDsiWmzAmVDjZQp0voYpsgCUHX9/Vqtqaurqlv2FwNxLwqsiW63L3F6UE7th4GBUCL579KP7pLvp3CXh2J+5ppNc9yRvVjx1cuSp+EbMQLFyalSAPQ2N6snl0mCExkWP6QguvqE8pQuBQcnZuXFueKGR4F6x8cnnen4m7OQlq5DnbERfK2qUWOiaEVM2p77rZpSsDBnl/7uscqtiSnb1DCRYqSB3XpOHnm/Uev0cYt2u6hK0ax44Ndoib0Bzyh08NIcwvjaCnQJ8B80EcVrv2593Sw+SAX/7bff5DU9cOtjKF17Pzybj8pz4vRihA+wIVHt+bSupTHEjC+BJyYD965SBRKLJk5iJutp8lhsbUwGbpjiA9ebWgTb9VWw+eNiNBclor6yDMXwRkFdGRoNG+FlUwVrMyPkVBsiqdQUYY618LBqlOvJyskHpQvUY1Q21CIxuQAF6UU4mngYfoHB2LelGSP8LZBqPQH2BvtRDWtp1DTUVkvxynwUfe3bgGFj8Ma/78CvG6LRjH+W1W2fRuMsgZsnvbk7Quue+A8aL4ncqezCFORJ8M2cOXMQFKTii508A8QJhRsYbW3j964TG77OwOJiwKSLRYtBOlXc7lWyIJ0rRQY3ABYZHBF2VmS0Us06rFrsOJq5hQHGqhvFzue8qVFt30Nr2yZFg6E+g04uFHfx91paaB/+t6HrYHFL8JrJqVCduq6Qn5MDK0tzJCQnyxQjI+Ewiqig5Ng9O1U2/Y6oLi+SDZJFBuk3FDuy+Pgng11cjvizk9pco7oC16qOa06AQzOmWB3AFznDMdg8EaNCXbC8Zip8wkaKxoGHDh4W2XFmYNrhQ/tQXGMI04o0pFeawdYcSMqpgDEasHi8D6KzDETUyYkGQ/E06hQPTtpBhQ0JFh10huIGzoPVU5sUTcvaqA5vTa/CtECVrXFzlHKE0genv+w00nRDo3NqKJSsA7VG04aUfP6SvDQRefLnUjiub8XKnx2flIo3nnkAtlMfwtAF98Bn+h1Yv35Vr/QC/6vQAunuved+TJ82E2+99TYuW7QQ3/y8EkXFxe2sQDWalCdtlQ0MpAFAvYyGwYOH4PixeLz+7/th+cMscS1aPMRImAKcSnEfYcHIZl5ZQSaO714lhQsPvCwg2ETozEGytrocCfs2wMjUTAqUrnSZ+q+lt+G8LLzJiCBVjw3GJhoUGEC6/ZrovbPpD40UfiiKwq3Lgef3eSCtpFnyWjjB+M8e1XRhk4XujcyIIKWQHX5Sq/SLDN5fnAZQaM3gS+oyNMIk91eKyHmQJ6ugtyA7gx19eW1WtmJsQ2c/0ok0pz+tsNeSxUmjfu/LZbAZczvKYQ1LU6W7yK1QwXtX/KTcsPg8OCmlfmt6y0fP6c2BbGBOuHr+pEuy0KAgPiCyLUCPv2Y6TUJacT2Sa51hVFcu+Sl5xVXILgPsjGvgbFyFMLtKWBg2IK24GTV1EJF462MYmyF91xIs/fV3NDQ2yPUZV+OK6cMDZZJjY1SJzIIyob2TPqYVGbRxZk4M17/cpP2or6uV6IN/mtVtX6FxlkAeKZ2V9MEuBBMyOSqjXa2+vmLZMtXhuuuuuxA6YiZ8wkfKJhy/Z40E+XQGPv6ACfOlaNEd34sj236RjbCrZNOzAVIQIsZciCN//tql3W8rdcrQqN2fcTFpzoxGdVWbh3aUQXSbJ3pLocGJBvmbMqQ0UoK1i060VO/D/yA4Wme3uyNIn2Lya1eI3rYWh3euQ35OltxnFO/ZOLhLscuDKKmRnTUSCE4y6GJEcbGLd7AcQtg5/aeBoaOkYTJbpzcwMjJpl9lDC8g7RwNPrK2Hb9U+TB/sic0216Bf6GBZCwqzk8WcoiQ/Qya8FN6z6Pg9yRp2hTvhO2wWjO19pNhIKGjEUJtM7G8chEh3I9jSwrLlR9XrFRo8xLA44PrLx2TnVBPP7ssC7lhvixVp9rhtFPDidOX89OCEExsTPETyAOsTNuLErAOPtiKT660dp8j1dSjITIKphQ2cfULafQ+nrLOGesiBQ4OZuYUcEPvQNbgfLl3afvJz7OAu7Ny8Br9+9Xbrn9G5h9ddWVE2XHzD5P7khMLWyRPGxsaYOnUqli//A29/vgxJqTrM7m+MkNBwzAmuFXqShY2dfL8uLloOwrxnyRxg04DMhBOcnBrb05B5aGTwLTUdXeWxdPZaegK7/dSbsMHIQzqdJVkQqcR6JRgnOCFhHhfR3FCLguwMybx4ZkwBvCxqpAl31RCVWJ9bCTyxQQXNMcOFugvqMTTLeN4pZATQDpiUI+qYaLRyUG+YyVA8pnJz7z2ZiQbvS219kGKpX5h0+MuKcoS50fp+ph2TyaGGTz75BB+sikVd6GXy/Ab7mElhwQYSmw2PrFWhfXSd5OTl8kHAJf2BRycqsTepVQzODAnwgWHEfCwY6wOzPAq2FQ2UUy7ztLVwb86Ba30KzGtzwX7J+iRVZBF8D+kcRzMReS0GQH5CdCuVtL62Gi6Zy1G69U3s3bYWVg4eCBh/NSxrMhG3ezXszZpQY+4h1xSnbgws5dSUjnUsZLnWWJibo6QwF+8+c9c/ijZF9BUaZxMtNyEFbDxs0GaWeonCTDVa1wdt4D7/9meYO/sjatwU+Hm7CV+4MzE5DzjnXXEfpiy8E779+uHA+u9Q1DKuP5fAbl/YyJmI2fqL6Eu6g4jBO1CnuIigTIeHr5kFkw33o/rLWTAs18l4lFZyfGfYVWGHhaDLxCB35UzFX/sC/PrQFXitUNjYFUiXYHct/Vi03Lv1ddWoKFV+5wTvTfL1uwO76syo4Rd5yEFDp8rh558ChvJlJRzstTsdD0KNDcpsguYMj0xS/vXD/SwwzrcJP5dNhLOTIyxt7MRL39zCRuy7PQMHiT2oRjM1tPMGht6AG26/BwPvWQlPbx9sTwVcLJqwfs8x2NnZw85aVQbsqVCzwU6nBvL2qyqK5WewU0jql4aammr8kekuAaD8vo/nAfuzFOWCTjT6oAi4oa663fdzPdYPkCNXntNndtG53rEA5cFXP3COh5/q9Gg06Nnm1tXWoDGjZwpNH9qD739RThqcPALa/TmbcqZmljJZ4meel07qURhGjBghegly/knT21gWhiAHA2zIsoW3VQ0muuYJBYnNAUtre2kOsEnQFe2RxWtjJ/cDJ1mcblhY20vB0WlI5UlCm5ixUObr4R7JCSkfm1QuLaCQxcu/brkNaKyHgbEZ3vvkU7yxyAfmJgYSRsoCm3SiF7YqoTeve4KObI3NwLeH2k8xKGh+cK2a+hJ0cuRjaPc1v4fgrydLnSKtm+B7TqYDC6j0IzvljEQNClFVWiD0R05zNLz99tv4+Kg9mowt4O/tiqyg65Ft6IOvLlaCcNLCOMn4cSHEAIKFkped+jtOPE0dfXDLmythPOMVlM1fiYYmA9R/NQv7v7wfH9w/H4dSijHzK+CRNU2ILbNHVqWJCMhvHQnYmasGJp2mxvVTjc3Pjljj0o2R+PSlh7Dv60dwyYUzsWafDvdPtkSEjx3uuPYiXLtwFnS5JRg4cCDsLQxxPEknzRvaaDt7BqhA5cSDrXbaTEyX19/SWP0noe+odRYRGDYYl9/9MibPv0lSt8nx7Mz1iVoMTiZ0Jc04FKeDp4cbgsLbc/R4CGd3Y/CUhQgbOQuWVjYIDfJDeP9z0w7NztVXRHkxW5YKpaQnKDF4+1WL407CuUGHhthl2HlEJzc5BaH3jlWHDE0MTkRnqLGo1rHWRqh9+N+GOIR0YDVwr6RHfFhbUHM7mJhbSKGRlxYLSztHCc5KObxV6InsgvIgQqqE/mbYFdjt4v2fErNNJhvBw84TOtK5DBZRzC6g21JvoRyZ6mRTZtjXRwetMHpYJOYNdcbHaREwaa5BcUkZKsrL5cCRfGirFDMsCli4afD19SYHRD2mmSXcQqIkmFO0GAa1KC0phKuDNZy8VMw7O6vkmWtgB9jKxhEleRkwt7KHk2dgKwWKFpMsIpkKzGAyHsCuGKQ6n09Nae0NtYL2pvys9KdXmrMRwcMfCxIe/mwcXKUTzsfnIVcfP+4pQMOhH7Fh/Ubkr30Jbz18IyY56U74eX3oHqrQSxNKnD5YpJJuk518RITh0vWvrsCFcy5CSmoqGq08hb67PdcesWU2eGHQUXyZGohgy0KMcMiXlHsG2fZk5GBsYtpl4c3nxoNjbvpxEfzqF5unCk1vIrTp5mY5rJN+I8+zubmVYuTo6AgYqZvAwMQShl5ReOtYAN7Z2SRNlY4ch8sGqkP45/vbTzFea5li6MPXXgmpCU6BKRSn02PDSVKn5B7Uo1bKfeQVJGsMNQuekomiHlDs+FvuMQ0vvPQqllrdgqKLViLy4kfgfONKjI70EWMP5vLQ+pbMBorB+UWXOhpAUKOVahkla4nAxBI1LsORk5mOmphlGGpXgtRcFfC5SwdsjSvG2EALoday2DqaC8yK8sH1V86HiYMPXo4Nxld5I9DQ0IjXv92Eu1/9ATcPLEWNx3jE1AXhSovfkJ14EJFBnqhyH4cg00yYNFWj1iZQdLksZnmtdQyW1OhvfYVGH3oFbjr+gyZIoI21lRUiI/vLKL4jeFAhj5s+3Ry7H9q4BBkpx6UY0Th6XEjotTx46iLxpWcHkOO3hupSGBsZnJNcPi6MIcPPQwwdO3qZkqqoU4YnaDS47DDts6pO8UJpIccxLl00fO3U4YOFB5FUBAS2nAfW9kCN6cP/DtI70Wlo10hXxSgDujQbTRYJPDiwC8fNwTd8RCttxtFTHXZ7Ax5+qHXgqJwdO3JzpYvXS1/8MwVSMjh91Rcr9rbQaGqsw5PnmWJz5QDRm420jMe7cQFIO74fx4/FIj3hMIrzs4VzTpcfdmwT97W3YNqxY1frZsvpgGF2tNzrxwuAawYDhZWAUTXF4/ZwC4js9LDOqUNFSb6speyaatOnjhlH+7OViJQC0XkRwHc3nJh3wGBTBsdpmSl8TFK0SAsllCg8WKzEqWmhPo8pyQyY0+A78iJYFh/EYw89gLff+wgXOMdJSjFFrH3oPUQD1Ayh23Q8yEuatoOrfD5M1S7QxWHm7HnIqjBGSGSUiPkTyy2RUWsHP+tKmJUl4MGf0hBpkoARbu0PfV2BmSmkyXUHduQT922Q6YpvxKgTcj1OBpyUaQW1mBCgWQpnIic1Fu4tUw3SpxiQJ6ivQkFCNO7snwE7kxMbm6RLkX78Ia2lbYCXZ6h9lFOM7A51Fq1kmR+hgR39bamqwDiZaUZnkFwQN18pLtiENTO3ap0e8v7l2qC/NpIS/seu9HbainzHMbC1MMLTm4Hf45RQfbwv0NComo5MFqdOY6Z1tGRiEPx1645oXLKEQZ9m8LethodVAz67CNh0PXD/qDoYNdchOt8CFsbA4FAf1C9aCaMZr8Dk6lWYGmqJ2Z4ZqEjYKGuAZehMfJA7EZ6NychPPYxV+3NgvuIqlOVnIWD4eRjhYwQbKzPE6/Ja8s5OPAtqhQZfo0aD+yehr9A4g+DIlhsSw+g4YjVtLIettcUJxQAXHqaehgyfDgsrOxFJa2JLcvNee/h6bFq1TPQcpB5RAEZNB6cDdH6hb/iqb9/Eqw9dd85x+bgIBg2djEMbf5QuRW/RGXWKnWguZrzZqcNlZ+WZTcqqjqNcb3vFzda6KuzakG9KvjW7EyxImCR8tsDPedKFi3Hr4+9g0gWLzt4T+R8H7RxJC+gIUloYutTZfini5JYNgRamVvbOMsnITDwABw8/+W92GR1OYTLBgxAP8Qn7N8rhlQWHs3fICYX22WqS0NqTHd6TBYunu0c3I64pGHmZKRhjdgjvp0SgqCAX3iFDYWxqJnSBuOg1CB0+BRddcw8cLMl5r+9UPPvWU/dj+/NKvFtWByQUKuEnJ53sxmbG7UNddZV8Hh2noRTx8rPhRIrZGppnfWegGPjNncBtuwdg9EOr8Nrrr4iLj1ZscEpDhxy/yLHtXYFaBLl8/pVlReJ45ewZKFMNdr7plU/wuV166UJs1lmKzS/zfuqbDCWZ+PxgRcvoA06qIcUJGDMm9EEht62jO7KSDknnmJ/r8x/8jEPHU2Hr6CS0I2sHdxzLqsaq4w14cVgc6uvrhYc/OwwYqurGnkPwekElpE6E9q3FOamKi69XdJ4M+DiVJQVCM+J609zYqKZnTh7CFDAxt5LnxHvmu2+XwCrmYzgumwXXRh0qG4zw5JT2+iMKolm0v7dbFRzM0Hh9O/BrF2HjdJwitZCgnWxWmdpjSZvSD0I9JTQ3y/tDBz9Sv7ku8p7R1kG6uekbKxC7d+9pbUKwYCiK34GJ/s1wc3EUhyk2DWzMVdggzw0soEilGmKhw8FXZ2Hzh/ej8JNZiEvWybRigL8r9uvqZUJDC/TnNgO3/A58s68Gk/yaMcoHaPAc2VrcGJtaoMF9OBqrSvDgLB88P7ECk10ykXt8G15YkSkaDl8PB+TW28Fk5TWYfP58eNsbwaixBklZnRcYGjSHtXNJY9tbnP2d638AHJVTNBg0ZArsXLwkWj5h7zr89lWHYsDAQMRcTB2VhSM/A8d2r2zt+vPwwgIkdMT5wlvm4Zsi1OO7VrZSGNwDBggf9VxxlNIHR53kH7LIqKs5uSwBsR/scNCikJfUKE4y+CunGeuSVEGRVAhU1io/bApDNezLBIa10OC5eJ5JUTgPMuTg0+I0ZMQMoblZuwcgLasAgZHtRaV9OLMTDRapnYGbqHa9dOzO69MoMuMPIGDwRNXlb1Yhczz0ULfB7umpoLmpUfz+uVY0NzcKpYqOdH+lA/pXwWRsTnD0Rd09gVNXft+NoyyRlluOA4eP4uLgCrxxxBcwtmo9kJPDzm4v1y7qMx6+bRE+eecF/Pzzz3jxxRdxww03YNKkSfD29kZGRgbe+GwZzE0Aq4HzUWriIwfHynrAxUo1HkKdlUaC+i97V+/WrASChxZSv9gZ5dpCVzstQbozMPPgtSfuAEws2uUdaKAomI/FAyzBw2Z9TWUrpYqFh5OHv+hUeH3QcpXib/79+PHj4enpiZd/3CuOWXzusYUmmBRoLPQOZh70oXdoblI26JwO8v7kBEkfdHJkJ9zTyxuTFvyfWNsOCvPDghljMLy/L1B0HBvjKiXMjYJpHkLZlGLaM+lE/LPuwAKyM41GV+B1wD2cDTgW8KfSTKBwWhNHZ6fEyGO4taTU8+8ogCc2bdoMsxG3wrhCBydLYIRTMQ5lKxojiwI26EKcgR9j1BSD+saHOplidCw0NH0Gv58Ccl6/vBepXfirYEOAxTnvUU6k2Ixw8VZjPnEP8w7q0sHrg7tmoTxfh/r6Jvy+qBaVBjZSMMz/DrC3oCYEeGi8okbyM/5mqw4bVi6DeaUOKUXAqzMNcEN4HsxQK+5bt/wGpJWq64BZIXnlDVie5Y49GN1Keadmy77kIMZ5VSPAshT2xjUIbTqMZ8aU4KUZhgiLGIiPkkNR0WSO4oIcmK+5Af6Ro8SCV8v96QrUaPwTaVNEX47G3whusLSxNDE1EzE36VHp+3fLItgR7Khxo6ukKLq5Wbi/dB8guDCSq8gFhK4W5IaTa9pR28CfR7pAV2F9ZxMuPmESJnhgwxK5GU8WnU00WGiQB6olOLNnyZHvA2tUQvCBLGC8vxKrWZsAFfVKCH7dMMXNpDMGv5fFCC38Tjd4IOQhk6nHPFDQjYRuJwZGxmhubJBgQlvTGfANHYak5FSh3GR0odPpw98Hmgp0NtHQtDzXDD0xTb5jh5wTR3blJZ23RaTJ+5E8Y/rwn4yWoSO4ydIggl/s4AUOmSwHlPz0uJM68P9VUFxKj35Sf3oDNkZoD8qpzCDsg0GFJfZlGOCaIcBzu+zgEhoBc0tboRklH9wCC1tHuQd4GK8tz8fH36+AlUEVakqyhWZ12WWXiXCXIH0gKysTw4cNksdfPLkKa5+ehRVxOtwwTAV0DvdSnx8nT2VFtQgYNAm6Y3skd4hguJpP2HCkH49Gv4iRyikmPa5lrTFo7Rw6Oztj6cs3wrgwBtXVoyUorLO8Ax58SIXhZ08aDqkrbCoIlbWuRrQ4tTWVylI3LRZ2zufJ/rBo0SLExMTgSOxxbDcEJvozzdgAC0MtEeJcJo45zDBocU/uQzfQD3alOxHpxKS2aWDhGTx0KiIGDkFmXgncXJwwakg4BoT4YdzgIOTnX4WG+no4738WRaVF2HB3Bl5IHS9p7h/HJ+OWYZn4JcMHriEq/K6jSxStbBlCeTKg2JcTQl43bCZwOtbRzao78NpiYUsxO6cabEaS5UAKIBkOvMa4LiUkJKDO0BJNBubwsa3B2lwr/N+oCjy+Hvh8PnAkFziaB9wxRk0xuiswNDAvg51/roYs7N/f0/KcmiDheX+19857kaGnfG9yU47IlIoNS66r0iwoK5I9Vn995WeifS7256nnNsyrEmN9bRE/1AMp6dk4kgMEO6vpDXNyGMzJgcJMd8DVCrKGGJqa4cltFigrqVU5HEHAAHf1PUwM/z0/BDqLIXgzYjyWrtyJ9AwdNq9bhbS0XISHDoNN8QH0My+VdcjT3hgD7W1wnkEaamprEJNRiy2lnAIdhH9/N8DxYrh77e7WdUzLWfknoq/Q+BtAu0sPcoMNjVCUnQrXfqEoz01vDQjSB23M2AXj+LOiOB+mFlZIOrBZFgaPwEFySOXGLl03crhTjoiDRWfgQScjXs/s+hyBa78I+IZH4aAUGafGL+yYDE6IV3dLF1NrBFGDsSdTJX8HOCl6FN2Dnp0G3L1S+dbTVlPfWpJ2dy9uxWkqLFxg7eguhQXH2FwA6YJCgRenVPRyL8hKQsZxdUhhBgNWLBGOuK2zh4zRSa3Qwpb68PdDXEe6oKdws2VYFR3K2PXqDmwO0HUqLXYXIsfNlUMOrV95XfSWUtEb3jK/OBkNGDReNloeqE71vuotKFKnNoOH5t4UGJyssrubnRyDwfbFGBAEbMhyw+LwbDyyxgTeQydKUyQ39ShK89IROWwsTOpL0FQWA39/f5Qe/BCZKVZifFFXkITU3UChGWBtaQ57e3vY2dsjePgsGJmoqQJthZ2Do7D8Nx0eGAeUVKvcHBYaLCDY3Ek+uFk0b7lpx4VGQ30HqSfF2SlSaNTX1sDNv78UBJqrmJOTE35+7f/gVBOH6Y9yXf6lNWG5s0OB7vgeuYdrKkqV7q65WYLb+N9MhWfhwa4sqT2cWA8cEoURI0fh4YcelO+naPV0bBv7AAEAAElEQVS5acDDW0px/RArWJqUYXMycOUg4IM+E6qT0vKxwKQ4mp8lP+vWg2tRDmIP7YO7X5jkIXz9y0a42ZtjVH9vODg4YMvWrfArb4Zx0EKMz3sHNy++CGYOiiZnXKnDfOp5jM3l0Ncx90Lu81O8F1mc0tLeN0KF8PLeEUeTXkBC7vqFy9rDRiOZAy6+4chK2C+HcmobMnRxqKysRHW/y+Cd8jnK6wyxMRN4+XxVZJCmR53Tg2t6VyBwH6XFPDHCW4XiamC+BhkGpwO8V6hp5ftTVkg7cXu49AuT6bGymI7qspHzxEbgy/lARS1g2VSGqyKaUR9mgz/Ty+FmDbjZqMTwY3lqiuNnr9b5dcnAjEgz9DMrxrYaYHU88OYs1Zx8/7ANttaOhC7pCKYv8MPhpAIcPJ6M799/AT6hw2Dn7IHondtkbbnomrtwzC8UyxJSkLVhFRwrjmKCbxPG9gMmBlDv5oraCc8J9WrN2hOvp3bvt5sbrK0thbL5Twvz7Cs0TiO4cXKD1ZJ/bZw8RQSYGrOjdaHTwG4nNx12JLMTyRkdLImxvGFIM+CCya4lNz0uXjyoMpK+KzCDgy4aXQmJzhb4frAAOrD++7/Ufe1MDE47OS5o5kZtVrUBLYXG/auAvbeqQDbyIuntfd1Q4NP9LSFttoCuTNFmODYWUVvN6SksSnLTkJVwoL2of8A4OWhS6KvZ1XVcTEnH0ehVDHxj9smZ7Fj/L4MbKztfnW2wO9KBMb7AltTuHyMzYT+iZl0nBw3qjxjwJVMNCja9g05aPN0d6GTELxavfpFjxDefBWrHdeavgpvaqNGjkVtpjD9X/9Ttv7W0tEBwSDjsLIxQnRsL04oyTAtVgmZOEl8el4MdaU14baE3TM241hXAOIouPQbIK9guib7mAaFISjoEY4NmpOdXoMg8AGkZ9sgrLEG5cL9rYGSQg4v752BKUSUmRl0LcwtLNNRWoTAhWgrDKq4JxoCpsXK/4efKdcK4uQ6JBzahX/8xYpdJWpo6oIVJ19t/4DgUZCSiqrxY7llrSzP88Ma9cK/aj+nP7kBmlgoL6G6T59qfdmSnfCa0Kmdx4eYfIWnimhMQCxpSenhImvXAfSivqsHGjUrwXt3Q4nZmW4FdxYGoK8yVa4/XpYslkP/PbGieMXScfLMIJ1MgU68Bx7WW6/a+7WthZesk9w0nCa8kROOaq6/C4sVXwtl5tqzFJXWT4PDFLGTn5MDVxhhGkZcA/k+2o8+1KzSMTf/Sms09gm5rNIEIHjZVJnBdWenqg/RqUgP5xakG3dN49shKPCCNCeq8+Lr5XD3GP4KG/PWYPjkKKzZEo6lJJxSoZze1CaR5HfYEfdoUMyre3932d7TAPV2huNwvq8tLZHLBZg7dKjnZzU+Pl/MRD/S8nzs7+3CyctNvwNqrgUh34D+7ynFhfxMMHGKMnNIGpJepZPABbipRnE2n2jqgv5cVrl7hiMSkUrwzG5geCKxJBD7LGob8KiPUVGbAJ3Q4Gg3MEJeWA3tHZwwdOQ7VmYdhUlsIf1/1+p+d7Qxvh1JURZQjzb8JFYV2qK8qhq2zD2r8omBk4wjTFn1HZ9eT/jp88cUXwdTMVPRhvQ12PFfQV2icBrDTx/EkuZksCLjYsSvBkR83G31wzE99BbssXAR4UCCfu7KsUOhR/J78jHgJBeIiyMfryVKPCyt/fsefdbbB4onUif3rv0VTi3/+qaIr6hSnGt52arJBTqnmKpVTCWSXqwJjVbxylpjfH4grVIVIlDegi1X/lgF+/LtPexgGceNhZ9emQ2FhbdKAAX520uXM1bv5tZR3CvPomqHlAHQFbniewUOkk0oRHJ2MyLHtKvG9D6cPnHRxZM7Aqo6g49BdY9oXGl0J8tiFZDcxK+GQrAHaVIO0o9NZaGggvTKxJeCJnT0ecngdnY6GAze3detWwdyCVr5VeK9hGxpLdNKppO5Jc5WR+8LOCU2GpsjOPYbCsmqUWasp0dRA4OuDKhDroT0BqDD3gbmxn+gZSgtMkZca2zrp4TQoe30MqsraCnHj3Hj4DxiLkswN8nsehK4cDKxJAG75WgfvzbNkcw6qiYZbkw6ulkBsHtDPQdlOMoxL3qc6ZQxRU9WE1Jg/ZVpM3RwnECwGMxMOSqFRW1kqU2RTw3p88Mhi+FbuwIwXopGe0fsJo1BbU44IjYrJxiamFnIAZAHKwoPrP9f60qw4jB42AMvX/QkjUws0tqzzPx0B7h4LfJ1rj1u8FJ2FRRYpfK/8+Zc/1v9qdGxIcULAKTKvUY2Squk3eN3xs+b9wmaAub0H3nnnHVTXVOGxxx5pTdJ2CIrCtZ8vw56sevj4bMKasfe30lg60udInTodk0tSvNho5BrCX7V08+7AhHBSi3gYJ/2KxRMNDyia1oTTcXFxCA0NQfH8lTAwtcTMCVU49uYsJMTrJCGce+VTUyF0Ki1PoyvQeOE/u5V1NENP9YtgFhqnQ6PR+trSYiW0j406NlVIQ+aaSsqqNs2hJWxnIONhwffA0TuAxRN80OARhcasvfA0yJJzCYsLhn7yjMD1Ym8GEGfgg/5mx7HqbvX9nx6xRpNNP1zglQsnG1MYN5TB1KwKThaZMCmzlmvB1WI/DIOapblhaWqIsOBAeFYdgEGDBXIK6mDYbyI8x0SgyswdDv36y1mwuZ50ymoJ6OzsetLANY5FRk8FybmKvkLjL4AVNkft3FiYGlpfUyWdCAY08aLXn0Bw8eOh09bRQw4jpD9R9E2bTHKUywuyUZKTJgWDqbmlCC75uL2Bq194K2fxXAG9yvl6D2z8/i8XGdoGop+cS3AB4JiTORmkStBFQr+LQkEfLSlJneAU48sDwMMTgPtXK74lCwyCXZnFg9XBiIuOBo7drRyoseg4sUhvnVgEBPhjxW+rYGJq0m6Uzu/hIZMbGK0Mews+Lu2Kae+ZsG89PAIGygZBh5K/mx7zvwxdibK47azQ4KSLmwcPqjyw8mDa2VSKICWOUw12JXnNMuSL3TY2EDip4uj/7wBF1MmHtshUlQdZggcoTY9wsoh0BZ6/fYoUGQTXpJvmRqHikE7oEuQ1x+SbIscsGPkNDkjYfgxVZUpTRnBCyAMLXVquGw7cswoYNHsq7E3M0VxdhPjote06v14hw0Tb0lH/wWueVJeIQG9c5pchzYOH16omgz4fe6yvuofDXZXXPW2JKXgd7KGCO9mQoM01LbEJHlC4VrO4oXU4TTgoyqX+xcPNBU9edTtcUr7FpJeikZKuxwnpJciNZ6OIlEgtyZhNI2k2GBhIc2rKqPny+tZv2QF3v/4S3Egww4PXmV1jHtIqLbE/u0p0LQWVih+uZRb04URo+hp9cEpFXr/+YV3Tb9TX1UrTr7Xrn34ca1avxT333CUHOjoXbd4ejQcmABcvaRMbL703Cmu3nEif455xuoxYOJ3kNclriHS8nnI8WvUYhkZqqlFdoe6r3HTRD/HaPnDgAObMnS1FBsFflxRFYZSRToqDkT4q5frpqSodvDu6KLOHqHGkgxNTsvVxOqlTBCcXvFe4vpEtoizEm5GXZtqakWLUzTSJjcdbNvrglW9XCk3JoL4Kcf+ZjbrKcjgZFCLUCRg3wEfyRYba7UNkSTJ8QoDVCcDG0lBUG9qivNQEJXkVMKzNR2hQAMxz0xDaZITmijhpxNQ1qHNGbq0Fmt2GwjpiMYpM7OHr44u3lr2FH374D0aEe+KXB8eiPuhF9f6bWODVl15AUVFRl3RMgn/H80VXBe65jr5C4xTADjU3juqKUhFx8QZgdUr+L0eYCfs3tONWOnoGSAeLfurUUEyYc51cYGiowoaf3hdNh7t/f+lCcrPRYut7A474JVH8JA6zfze8w6Lg6hMimgwmj54OdDbRYFFAP2zSJGirN6jFflCjwHCRTCyABPZQHPr9YRW89ex5akFgR5buGAQXlJkhhtiY5ybvp1WLeJte+/qFRUc8/vjjUmQQXARGjx0L46MZiiZ1YFOXB9LuwHE5qReNjQ3CtyXNgtcWqXVFWckn/Xh96Bl0/GCh0VH0rYH0u4l+ylWFhUN3RV9OylH4DRgnORr2Ll4y1aPIn5vj31VoaGBhkRLzpzxHHjq4LvH5sBDpCbxvJvipg4OuwgQ2A+ehsbEJRkaGsrmd/0I0CrKBQd6mmDrQHTMH1cERcbA0akBdpOIvU1AZnw/pjv5wGLhlBPDMDit4j5wJaxtb+JNT0FiHzb983PpzKY7m4bCza5vNg4tcYjEwpB9e/MMQ6SWdn3w4xWCTgfk5vNf5Kx2COAlILmmbaHTsGlM7QbE+Behxu1cjcvxc2BuUweLIJ/i2cTYSUr/FqYKFHqdbdLdio4Kpv7S65YGXU+zLr1iMNWtWI/nYQbEk16YexJLDwNWjMrE02QNzg5NkfaJhwfXDgCfPrcH1OYXOtHxSRERNl+mwti9r+g02AGjEIpqZlkR3nS5NiomRI6LwxqBovPS7DiuuVlM88vl5GHzuA506jJ+B18TnxnWDOiIG9LF51RW4RzBXg2cN7iPBUdNbaUUVxXmIOWYEUxNTlLXc18zUMM+NxoexwPVDVfOO9OPUYuVGRbetzooNUo9pC05wXXx4Xfu/r22ZEpxOcBqoifu9g4fKOck9IFLYAnyP2CzgPdcVmryj2mVsBA2ZgNw9y5BU6Y6SChOEXKuKEJtxVcj5aBbu2VguerFhHpVAdRJqKopR5WGCKutgpJfUIrnOD18vO4IyPZ4Zzw6ki9tWlGHA4GF44IEHcOWVV+DyRRfjvn47EGGmQ0byLjSObCsaVq9e0+N0Qitwu9OHncvoKzROAhRg0oqRzlDczDX3KDtnL5lscAqh35HTLjpyLFl1kw7FzcTWwQlmpqYwMnIUvjAPB/SPP5WONTcs3mjnCpjk6+gegP0bvm+X8vlXIfa2HTYQrXPCA0RioerGcLLBAyMLCRYRh3KBC0KAgBb70he3Ae9dCAxyByLdDJBS7y5c+lQ7Bzw5tgxONaPx57YtiCcNrQch3syZMzFw4CDU1tbCzMwM1dU1yC5r/kudZA2pR3ciYOB4mVJRBMfpBrue7MCmH98j07M+nD6kl3RuY6uBabfceLVCo76be1V3bLdMNWI2L4WTR4B42VN/w2tYX5j6d4IHCzZB+PPYxCB9hBQD0jA6goU675EJ/sCONODxDcAj/34KVq6BuOyyK+Hj7SWbW05eAdyDopBvboU3txyRSaxWoHjZKtoi76trhwKlNcBz04HUKmt8tMgB+SWb0GAUC9OGITgYnymFAA8qBpZOEuBJSkRHcOo4KxT4/lAzlqQ2wsJpAFCi8oQ6mzoxL4cOcpxkUlQ92lf9naWxmoDop4PrU2t4r1103QMI7B8FF9MqXOV2EN+VL8Lh2M5/1smAnwE7yYWZyXIQovidn8GIIf3h4emFJUuWID8jUQoNZgRoWoLUEsC8uRLG1mGwNEnCznTgiSm01FQFFOlUfTgRvMcMO7GI1YoIUlL1pxoObn4wt7KRgypZAYGDJ0phok3K/HOAT+erRsOHc4DLWmRKTMfmPmJm1DPF6HTdz7R/5jlDM5zo7LxAYwPma7HQKMpJFT0QG39J+zfKtMbR1QNNTc2orKxDafo+hB9+FI8P1eGlSkUppkPS5hR1jRVWAU9MBp7apLQOHfUZbMqw4OAUWJ8JgJYJouNJFBqGhsY9ToL4HvAMwOlFPlPDfULEcIJnKurVaOkr1v7NTT1OBerq6pDkvAjul1wKzyMr1ORWrwiJdZgLa98j2JyQjUPHklBWrXQgvJebyuqFlVKa3z4inVMzZvKwwfjmG68jKSkJSUmJmDxxFAzZWB6wEpdcOgsr9+vg8/nJFw36blr/NPQVGj2ArgGu3oFITU3DoR1rhBKhdanJ+2QAH/3uuQjwV8KcHej+Y4SvWVddicb6GpQX5sgNUph2DAGBQaxaUFxcJBOMnjQYXYF6AVJseuL+nymwC2/v6osDG7477Y/dmRic4CJv2qRCgkh94iiXHRlSLDjKhBHEtWXhQGBF2RC4ePpij6sbJnisxhc3W+Fng8UwMWyCk4MdRs46D6ONTVFVdXOPYquAgAA88sgjWL58OX5Y+jumzLgQWzetR8y+HafrBSPl8J/SEWWxwcMJCxhOv/z6j5aNk5tJH04P2ImnjWhXYNOK3T46UNFVqb6m+6kjrVO9woahuqJYDuKkwPEgw81IC988E2BRQ9odN2NOYVl00I+exSutoJnRQB3TH3HKlY3F+Yzzz8ecefPx+GOPYc/u3dh/wFymMr4RQXIN8nCuj+aWiRC/KFzmwWTOIBu8mDYYNmaGsCw5DC+TYnjZFsIwPxbBjcD/jYR0VC0cLFGcvwWF45ulOcAv3scsfHZlAPeu0g45Onnv6C7VVZFNWhQnlnweDO/jNINdVS4bPESROtUZrMxN8ORd1+DYkQNwPvIGNhlfhMOx8acl7JR7BSkvYn1saIS89GNyoJoyZgjiktKRkp4hv89NPSbdWYY/avSPHw414sIxpfgjWhVcX+5XzkCkUd2/5i8/tf9KdDb5JlQRMaldoaHpN5ihotFuaASgb5f6ynY1laNu5t3ZbTbpxLEC4P5xwLNbztzro86rzNpemlBc/1kUdSy0SgsyWy2W047uEK0GHdc4ZS8vKUZxcQlcXJyxZm0hDJJ0YtnKtYD7JrWOF4QCz29WukWue49NAp7e1Db91wqNV/8EFg1Uuo6O4FppfBJBk5woUtTd4+tPPSpp59RUcT2oqaqQtYlrHN0dGc7Z1dS/41SAWTxjxozBpZdeirEjx0lfkay72rp6fLIxC7s37Wi9F2nDHT7mQnGDTD2644SIAp4D+fx5PpwyZTImTZ6Io5/fjL1PR6GqJXuHBYyFfxSwX/ePLhpOBX2FRg8IDBuI9Mw8hIeFYM03r7Y75NM1KjvpcEv4kgns3X0wfOrFchBpqivHxqWfiE5D+7e88R09/LBvxwY5iJhb2crYntORUxVb03/+XACpPazmD25cctofm4eLK268FwVlNaiuKMLeravFOpidKyOrTJiZNcLdwxIGxnmwcPfDKC8DFDh7wMolBRZGjciptYSzfTZ++ehp1DkNQm11JepLFyBg8+W40LsUSYYDYGNrBUPj3omt6KP/8ssvIysrG9//sQ1V9UZ4/40XTkgwPh3FFe1EAwZPkmKDHWReTyxqOVkjb5cLbE/C37lX3YWg8AFIjos555LizxVwg9US5LsCw9OmBgC7Dax6nEqkHduFqPOvQcLeDZLV0NhYLzxeGwdXZHM3O8Pprux+UiPAA9XQCH8snBoIg+p8fL27DB/tbft3Hh4e+PdTz2LduvVYseIP2UDZyeuswOiIW6KAnForXDzaHu/FOKPE0ALpe3a1c83hW8yJY7CzAUYPCoZtQQoMm5vEc9/MEbi0v9rsabPJwwy/mPTN4iGvag/cB0Vgd/TeTukcac0+GD0+ClY7o1Gk00mOzihfVYCQOkXdSEdwDXn++edRX5YD92Nv4/PUAHzy6d04naAejzQ6BqdxwuVoZYj+YcF4/5vfVeGZeAiFmQlSBLpS4NqSg3QwB/g/q3LE5Blh0cBGfHdIBYxSIzPGB9jxv3NO+csNKS2gsWPmAjvj1OrwYE4qnbJLHdHu39y7GnhphnKf+88c4Kql6s/f2gG8ML2t0ODPPRNBuZyWcw/wCBoktC8WsvrahAJdguzHPG8obcYkYVbwOmPHP7egGAP7uyEvN1cC+X6/UjnDPb8FmB78/+xdBXRU19rdcXd3ISEe3N29WJ1Cqbu7+6v3tX19r660UNrS0lLcKR48ECXu7m7/2t/NhMkwk0wg0PYve60sIAnJzL33nPPJ/vaGiGI8Mga4f53iJ8Fu5VPjIA7pKnU+1bwaOx+fqu0fKtQ2Qpy4uxKaUK/oszOhT6JBOW+TPlZyrRl3WTu4SKGWMQJpYzwTu6IXawb4e/bskQ8fXz+8+8m38pzEJmdh7+afO75n/GVLcNnceTh6OAbLtnQuorLYTEVJzpfx9/J9ffrJ/4SyOuLOT/HZizdh3rC/72xFb+FSotENUhJOwMW7D5ITlTYZqyWewf1liDsrPgY2Tu6ifsAHjoY5vr4+cHJ0kAd2/bJK+Ro3Mla2+H/pkaEa2pbAsb5GaelqVCa6A9vw5Gv+FeRP2U7k4OPx7T+c989i5ZXJmJ2zN6wdXGXBRocG4r6br8RP6/cgu8AeOyvoK9IqMxQVlVWwtGpFa3UlqmtbUFd4Go42bcg8kYQCK8DN0RZ2jm6IbzSF36ZH8a3VU3j/pQfQZmCC96c0IiLvPSw7Eoo6u7745N0QWJiboaG+HhmF1TJXw4F85aO24749++yz8PTxw2MvvIOMhMM6fU16A6oqSZ8B44Sap+peiRpVUbaiIV5WIAeIJoxMzITK1mBkjYLiCkmaL6HrZEN9bkcTB7KBhdOAI0UW3XcRW1ul4sj5Az43HDolv5j3zN7FWzpSFxs0rlwQ0YiyukR8sMkItTZ9Ye8zHE5GqSjNTZE5idfffAc1dfX45JuV0qEkRaC7BIO4ItoEbl6e8LWux7v7TVFp4Yj04zvO2p94aQfOux9BoZHIL87Hy28/LQEJfSImBgLb0gALE2WQmzEbOxyF1QpF0s6wGuFuRbhshgUMmuvkZzHoJgWrwcoHN769HqbmFtg4WRFl+PFUlnQAWlqUwEebKeMdd9yBwdGhiH1vJp5dU4zUC9QcZiWd+xmfgXnjIlBQUIDff14Jt8BoCQBZic5LPSEFKRqTqfaadSkmWNDfGgeyKqRb9EkMcM9w4MooYF/W+Rui/VM6GuoGjepJBOfveEbTOZ6JhsiltjRJ51gl5rI6Hnh+AnAkF7h7uELBY8X+9yTFGFY1u8EkvjcUp/R6n22tMjdIYz4mEpzDojcMwTXH107BAVK500/uE+U2PmecSUpNz8TggdHIz8/D7kxlHoNUxjH+iuHeVZHKXOODI4DXdgPXDwAGuAOPj1X8pkhP5DphEYA+VdrAJIR3QWMuX8BgnBKtDL4bGhoxY/pMFJRUi9iKPmAyyEIb/wy05wxUGTwDo4VOVlNeKJR1bRRRXaDyp4VbCL5a/jNCwqMk5lP3ALN1D8ToIZGYP3UkzJuK8cUXX6ClpUUKytwjc04f69gjmTwxZhGYWOJwjTc+/BvPVvQWLiUa3UBVAQ4ePBlW9q5CW2FywAVEXm1FURZKmxrg5BGA+H1r0cffCw52NkiOO4HwUZfBxMQceWmxOlWhuPipl03HXX1nNPgg27v5IfmQxgTWn4CgQZNhYWWLEzt/6vH/ZQfB0d0Pdq4+MidBIysmD0zAlLbvfgT38cNdrz2CU4kpSM8pQEFuZodjOsEOZp0JYGGk8ML7OLRJsZi+GrbufWBtbYy8nHgUW4XBuaURZknfo6JU2RTWnQSO2QBPhx/D/OXHMHXyPkwfNwR9Go8g7nilbCTm1vbiUcK/M5kMDIlEvxGT8dPv2/HHuhW4GODBJ8lGv3HIiDvQcQCykkM+KM2Y2B5nd2PGFTfAw68vTqekorSkGEVZyTBtrkZjoxVOx5/ZQC/hbJBu52mjVM+1gRQeUqx8bNtwNLt7umPmqb0YNH0pMuNj4OwViNrKMjkI3QOjL1qiwS4NgwZWLKkm8+YfKr+YFqA0XrjpTp59hNe9dPF1GDZyDN79dCVy0hJleLQ7MDmZN8wHowIMYVKXi89OBaEYVsjizIVG14bf6+jZB4aWzhg3NArhwbMwJwTAyW+xJd8V2+wisC9hL04nxkuwxKSPKktBTkog5GcPmDRnw9DOFwdOpiGlRKFMBvu54d47bpckg2AAM3bkEKz8MUuoleYmileOJnVq7NixuGHxNcj//mb8a/2FSzLUFckGj56GJTfdjnWbd6Ao5zQ8+w6UQId7GrselN3luaKSQt4cX4d3phnhkdXAo2OAJzcr/j+cO6F3AYfEL6H7jgYhBo0tZ3suiKmub6h0yUl/pqM76TkMXFW44Wdg9SLgcA7w/mzgpl+Uz3NW5pFRwDPb2s36LlKiod4RoBAM1aXY3aCsLeMMzp+oXOkL008hqP84mSUlrerIoQO4euEczL32VlQbOuCxTe/ip6sVVbNbhwCv71Joh0sGAMmlilpjfaRSCCBVjPNDvA5M4nVJwnNGo74FMNaSaPB1c40SZmam+GbZN/jsy+9wIk0/N3QmERS6YJeVRUBbR3dJEGmMSVqoX/hwvRINPidewQNlfu70ke2ihLem/Wu8l74Rw0WIpTI/Fd+t3gpfRxPcfPPNGDduHF5/+300GNvLbK069V2bOlRWL9OkNLtBfwdcSjT0REhYFPpEDodBcy12/PqlVDT5oAo3r6VFPCxYldr48zKMn3s9Wo2s4e0fjM0r/t1lO5UbY1biIdGIpjylPvAKGiBqRH82qOTBYdPYXWfajLpgaGwMB1c/2QytHd1ELYsVDPqHcJArJ/GwKHZpLqgPP/4MmTkFuHb+dDQ1NUvCR66zqs3K4I+DnpTSYwDFgdTEMlMMnzwbjc1HZeOxsrZDfmYKnlpWgWWXn8Qz7ZVVDo1SYeenU8BXC4EFy7Pw6bdZeGkSYNEElFSevfGNnTwLX63aAisLHYTvCwRyQkmxY0ucqhvq0sdsj7Oaxe5Gm4UzUtJz4OHhic3fvSPPV8bJPXIQaXOmv4QzYGWcVW9diQZBp+l5E8qw/1D3iQa537w31nZO8m8miK6+YeK3o3KLvlAgtYHPNgUStqUAj248e2CT4N7Eqi6Dr6NJ2TDeehBWdg56JRmU6x3f3xcT7OLQWlGJVRWDkVxUgeLszvQA7pNOnkHSqSS9oK6qFAf+2Aq7Azvg7uAFk8Vf4H4nZxgZGYmgwk33PIPCEu4FbUK7Olpdjr2J5dI5ZBAVFGwCP0svTBhghNkjQxDg6Yh6gzS0UP2Pyk0NtXjALwY+o4GMVh+EDxiCIRkxaCo7cyh7e3vjxeeeRsPmJ/HMygTEdd+0OW/wfPD388WP6/5AdV2zXHuajnmHDELC/nWSmIm8dehQqdby6zWVpThSEYzBXqUS/HnZAF8dUSg7PvYKna87x/p/EnjNNGXQ1VGQQc+F8A4pYYJrlDx/Un9Z4OJzpjK/UxX/juYrcz+k8THBE4GBZuDfe4G3Z1zcREO9I8Ch5rvuvBdbt26FlYObUIdyk491dG04F8pAmKp3QYMn4/CGr7HqhxW45bY7JJH3CwrHu18pncH7RgAD/gc8NV6RtrW3AF6YqPzOlSeVLs4VEYo3zjUrFRpfvo5tkN/L/Yay4JpQD8br6uqwf98B3H3nbahvasPHH5jhp59+ks93BfEa8+mLosxEuPeJQlVpgaJIdXKP3APS0rsyOmS3h+uOTADec01VUT4PjEeKMhJw6o8E7PjtG/laaGgoXn39LXzz1ZdY9vUXyPSzwYEDBzsCfn3UoXzOI1FQv/fanOn/qriUaOiJ0Igo5OQXw8XJF+vbdZvp4M0DgbQoJhzUeGbgHNAnGMWlFbAwd0LwwElah7bUwaSFLU7K0pXkaAhSa4AZNivr+tAZLiRChs2AkZEJTu1erZX3bOfqCwc3X9g4uMPEwlIOAPIrOUyVm3JCgo2u4ODggP999DGaYIIbrpsjG6qq/U3lDc7GECo1GQ7pUSUj0tscsSYDAVZyzIqEX2pmYY28/DzZTE8WAncMBf53UKnM+DsoGv8hzsB7s4A71wCrTilDsurcdRVSTychNCwcCQl08j4/F9ieglUbVlD8o0ZJpUpdBpl/Z9cjYuhEODrYKXxhNfUNupXzfnR33f/JIE2HzwOHkHWBXYFHbatQX6sfXS49ll2NJSjOSpLAnIdXRXGuKKaouxX3FtytgSsjlTkIUj4o6ayLXsPAiGvJwtpBqoPN1YUoLHHvRB3QBiZJVLtzMyrGFIsDaGsywsbaETgYl9IpQeEz6OzdV5477mvswJobtWFY/VoY/ZGIa2OAnCoDPP6EG2677Rb5PxYW5vCwBfZu3iq8C3NLG+kqshrLKjOHRsmpmnbrLbhzyXzU1NYgKSEe+bnZsDm6R+YfDAtPwNI9GPctdEXDrK8BEwvcMb4WPzw5U4bKqRD3xuuvwSn+I9y/7KAYdV0spJ8+hdhmC5gaKAEpqWkefaKkqspzhMUAFgV43agSxMTqj2I33BQSj48PKsHdBweA7alAhJuyT30fe/Fe/99D3laLvFg7FM8FK2EFqAZ6eY1VFCpV0EnzO/pXqAs3LP4JOHg7EF8IvDMTuP03YNNppVtG1/ZGtZ95IaHeETA1NcXb77yFosJi7N+/H/v27Ye5yQCUFBcrZ6VfmHS6M+P2IzB6NG55/N9Ijj2A1eu2YeGcqdh36KQktg9vPIjvLgei3YH39wHPTVBklN2sFLoY90V+vr4JeHcW8K8pwOrOoktndTTIhNI2p6EtGI8YNAo33XQL7rzzTixduhQrVqzAypUrUVWlvRjD+0XfE1KIOX9CRVAlwbBrN/Dr3JFS76qyo8xEhPOt6omhQosfAGNjE+n00vNMJJHVUNlsjoeefgXXzJ2Iu+6+vUP6W9+A3+c8E4Vhw4Z23Pu/k3HfpURDT/Dw9Q4MQ1JiosxUcE6DQ1lsufJwZTKhqsjnpifC1sUHpQWZ0ulgK1zMgLpIOHjQC4WqJL9Loz4e8HQa/jMRNmK2VOfi9v4m/+YgHSUq2cI0tbSWyhx5k+KMfnQ7aip6lhRx2Pq9996Hs5sPliy+DuWlZzwAygsz4ewTLB0RBtd1nL9ub89aOPvC3LQcO3YfgL9di1LpM1ACnuLqVjH2e2Q9sOVG4LNDQGOrkpxQceO+dcAv1wL3DAP+c0DhpWpKF3Ijysk4jR0/fywD/qyIUL7yYoLVKVLKOICWcnzn2QdbQwUqW1vRXFzTqSJHOho30UvoOtEY7df19zBoz6y3R1/7FhlY7g70kWEV39jMQgZAqiuKpKvHe9Obw6Ohzgpvn0vhh5OKoZ4uMMiiVLKFraNQdFTy2N0JBbDAwUofD/OG7BgsHlEDAxNzrC3rj637T3TsW+w4MpHiLArN8JIObYZBW5tQLeZGW+LXzCas7zDxbcO3y77D4sWLzh6YbFM6GvxgYKECr1ty5lzsO5qA6ppa7N6kWexgoDkAoaEhmNKu+GJkZol5E4fgPxuzcOuDj2FY83Y8//0+bE26uCaYvMZDZt7Qcd9JiywvyhFhDwaERHZiDHzDR0iww2tQXdeIhBITWJk2iTIQVbkorzo+AHCzBtYkKBXkS1BRp7qWO2Lw6OoTKjMxKvDv0ROuVIYK2to6md+puud51cD2NMDdSlFFo8cLVZlIn3poNPDmqYvT0dCk5zzwwIMI6hOEUaNGYerUqXI2n07NQFxKNo7GJkhRjq/L3t4G+SUViBoyBo/fsxR2VssxZ0w4YvaHIqcxFBWNy/DhnDYEvaskr6RJ0UeDSRUHxN+cDqyOU563uWFKh0cXdY8FQBF9NFTom5x/U4cmnaiouBQffbkcrz1/DEuWLMENN9yA6667TpINJh3l5WcXdkry0mT+lfNPVLusKEyRrgaLcNxvNTtM3Ld8woZI0UNT+Y8dXd/w4bLm6qsrZJaHdCoV+Bz4RY6UzgnZJAl9PRQfEo2Av7tEYqhaknguiUJ5eUW71L/B32q4XOVtdgl6YvqiB2FoagU012DLT5/olKa1d/OFsbFph7kOD2lWSOycPaVaon5wqj/spL8wOdEGLioG2JR4+zNwzZ1Po6rBUAa48jOTZGCOjw+NC5lUcMGrz0+cC9gNeeeddzB6/BQ8+Ngz2LXxZ61tT3qSsGJx2xCgr7sF+gc4Iq24EX0tikT6kRJ99EaI8LaSoG5fYomYelHJhdQoto2f2qJo9RMb2ytTG64HntmibJDkdLMqrIKts5d0rVTXnw7e5NrzULrYYGeLiU7K0Z1nqV1xNohJb0tjQ6eqDul5pA50p1L1TwU3w9emAo9t6vr75s6dD//CX/CenjkmaYODpi4ReltLczOaG+tEXIABNAdQz+f1ckB4XphC9/ohVgmGukow6NVg2Z5g9GRgknuPszflbU+hrTIHr80whldAKHY1j0ZqlTlWf/2ussf5hsDOyVPUfFRSopTPvWUwcCALOGQ4CplJR8+SqO0JnYBD1YPHXwY370CRhd2xZpnW71M/9Nsaa2Hxw0y01hTC3MEHX8aa4aFv/px9dPD066VIxcITO+Kkn46aeyuiwoMRG/MHdqz9HtHjr5Ah0xKRRO4La4Nq3Bqai90Zyn2nn8tQL6XDkVamvfv6TwS7hubWdp1cwLWBhT8a66on+uOvuAd+fr7IiD8s94DPvJGxcScZcXbOT92ruLNzEPqetcoZ8u+ZwITfwsVj63zPQH2ga704OjpiOuWpL7sMQ4cOhSe9Wn7fhV9/X4uyonwYOfijpSwDO9augFdAGD7+33sys3j3A4/i9km+eCpoH/p9ZIyUombMCFZmo47kKUkHOxr3jwR2pwPe9oCfnZJokB2gCTIEyBygOtqYz7r3GqH8t6W9s/h9qN7HokWLcMUVV0hQvWrVKixbtgwlJSWdCg6cTWS8xD85g8PCG+MrE1MLWNk7dzAfXP3CZEg8M46GyJ33Hs44snicEbdPuluUQSY7QFWkY8xFFgH3PtVZryuhWLhwAd5+582On/3Qg49g1aozMcwDD9yPe++7uyNR6GlH45ZbbsHixYvx3vvv4uCBv8+MRhcCZJegDWHhYbCxsUJYeESX/hekCfFAV0EGtNJPSYWfCQU3OiYj6mAASFoFZRA1wUOcB313G2hvgJm/q1+ozANEjJ6HQVMXy+FYXNWCxqYWuLo6icnVoQ1f4dCGr4U+RZOy891guXi//PILjJ80BW/97yutSQZBmpmBkZEE/RYugbByC0Z5aRGqy4o6ZCw9rBXuMmlTvK7012BHg6AmOHm2jhbAoXaTIqKqEVjyE/DGdIBzaXQ3Vp9lIwVEvSPFSjArvKx2XGyQAkAuLn02NH8/Ky6WNo5iFMeERAVK8HFDvQTtYMWFCWh3yGmwFeUVPb5V0NrcLEE3JbBJkWFyyjXm6BlwTq+TFe25oUpwQ0oDn2cmPbqSDFL82M2i9j6TCw6P6ptkcA9jp5WHLX1dbKyt8e7V3rC1d8A+jEFinRssHDyx+KG3MeWa+2WtsYPB98v19cRYYHYI8NJ24Md4ExgYm2n1weCByQNZn4OTanB7N3yPVR+9gNy8fDm0tUFF0eBh/+XDM1HUYALD/jegvs0Qk2xOYfmVFI/AnwJWXUm3JRj42NrZSzDGajPBGQKfvoM6upGN5m6yh6WUKhx5gt4gVEiLdlP8XS5BUenT9TxoVsMpNawOf39fVNU0dNyDsvy0s/ZLemh8c0xJOFjVZ9d7c4rS3SBd8WJRaVXrhbjxxhuEbvTcc8/hyy+/xAMPPIA+ffqIT4SBoQEi+/ojMCRKkqfC7NPIL1a6AznpCXj/sxXw9/fH7Tctwasr9qGu2QCrl1iLyd/6ZEVNi3NBnAW6YxhEgCHcFWhuAZ7dCswJVWStNUGVN2pBkDrVlcytenzTpiaWU1paiv/85z+YPXs2vv32W8ydOxe//fabOG27u7vL9zBJJNWNySVjAu5zvK+effqJkzoFZlgM5dwK52gpnKKeZPD7GeNwbzt9ZKswJMgUyEo41JFkWNg4yvdkxh3sVFBU31vUkwUmfqr5Ehr5qnccJk2ahGuvXYT//fejs/6fvhg+fDj27duHVT/pt1f+VXAp0egh0pNPwcrSHInxXVfDmISYWtqc9XlJONI0Eg7XMwkHebnsevBr6qAaSX7qSZ2ulz2FsamFKMBQ/jR0+CwMmHwtBk9fKh+hw2bIBsuFRxWLo9tWIDFmEwzQhujwIBg21/R6FZ9JxtZtmzBu/BhYWRhjz8aupXJ5DftNvAptZg5ITzqBytpGmBorw3r9PRSzIA6KU+KVVQ46hjPwIZiAfBwDvDkNKKnrfEinlCmDs8uuAI7lKhVjgYGBKE+pJ5e8l6xy/FmUJAYgTF65EapLOjKQ5UbJahyVR1SoLs2HjaPbn/Ja/y6QAUY9dsXDuWcSVD67rGTxT11IPbFbRBAIKsbRV4MHK+cP9IW9OXDjQOCNaUqF8OENwHfHlQRZZ4IR1B+B/ZQEg9r7+q5b0g6o3kJfBxY/+Nz4hAzEvVG5aKvMxv+2FSHHwF8G3klfKi2vRER4qHRqGVhcG61o7/8cB7y5WxFqcHD3E7fi8wEDEnYouQ5JiyjOTZHX2F1AxrkrmyW/on7YI6ieuwoVZj6wMwW+vQL48SqFenYxwUIUgx5SzIjKgjTk5hZIR4PgdeReT3nk+uoyWNo4YOUJZSaDyQa7RAQ7GTwR6MZ+CaoZje4XMDuJvLbqSI87jLr6esTG7FEzv8sVqqM6mNhbmyn+LJxVYLJH+tTtEcVobrw4qlPqVfVnn3sazz33NKKiorBz504Jxu+++26ZRaqqrsWWvUc74pXkmM2iMseiBzOBowf34qPPl2HBggWYNm0aXtjSBn/Lcjg52mPQtCVYlekOX3vl/VXUKedheb1CrVo6EHh1p/JMsmOpDhb8mO4Z6ZtocEZJiypnZWUlPv74Y0k4PvvsM6GGrV69Gs8884y8f3abOBTOeRTeLyfPQDQ21Irsb0BIFGYueRgRUTRL7ewqSD8VygKTcULqOzse4xfeieB+IzFsypUy9zF90QOYc/0jCA8P71B67K44wr9PnTIDiQlJ2Lple8fXIiMj8eKLL2Ljxo1488239C6qqMPKykp+Dmdx/m64NKNxDhxbVkwoB8lDT5tkbQe6IKWpEg6qJnDOQzXYxCCR7T0Omicf3iLfy6zczMIKOSW5PXqthobG4vPBzN7SzkmGPpm9K7+/SShPPPCY3DAQ0TkbYmiIkKHTsOe3z7Fp2YUZQmcbmINthImJMYYOHoSsDO3zLAxYggZOkmuV3ZQGXzNlSI3VpZJ2d+DqBsDKwlwUfggmFJFqMTZNhhi08XtJPfC3V4bDiW2pwDdHgauigBMFwJ5MKNrcWjo2pMM4uvt3aJZfbChmkcbKgDiNH1lGamuT7gWr5qbm1h0usdyImxrqharRneHcPxU5lYpBlepZ0Ba8szq25bRy0OYb6jfc19rciPL8DKF1MBjKSToKr74D4OrTVwy3usKwcB/cMncIatNjsGxXFr5QRip0gq+Rg61Wdk4yGNkThTrubTx0SfPkM8LAiQE9FfHuH9YCD1Pg86OGSDOJgGdDszxT5mZmqG9oQGJ8nFAl6BZMHjeNzqDRESQl4XzAWTB1d2fOv9DHp8wio8sOc2i/IaJrT5iaW+LT3CGILsvCEC/lXn8yF9IxYJWWa/5igLN2fO0UCtjx29cS2J3avb7j6+wa0/9A1OIMDETW1twYWJOm0OWqzX0weOgQlLTEwM8+S6SASen5J0P46zrkbTt9X2srKkvzhQ6r8p9gxT9kyDTUqAlmMEAN6De2kxw1C1Vv/AE8PBq4PEKRHCat6L/zK9DS1EU80MtQ5/uzc7FixXIJYEk7Is2ouroaWZmZ+PCdl2Bmq3QBSKmtr62Ef+QIWYsMtA+c8MW6devw1FNPYfHiOLzUkoVnvDdj6WY3UZZcX12ORUFrsSujFcN9FMUtegox4X1sjCJ/y0SXiYWKwqdyBte3o0HFOdJKdaGmpka6Nd9//z3mz58vcxxMPjZt2oS12/Yj38JK5uFo3Nc3PBoGptPhYGcrIZiHv3fHz+E5PXTKVRIP1VaUSDGVRo51laXw9vYVmmuTnTWKiwsBY0tU19XBwMQOkWPmS0LCGVHOaXTVueL+/+WXX+O+++6Dra2tJAhvv/024uPj8cILL+BcMXjwYKGWX0o0/kGbGQ9wOrnmnu48VKQOZsHqxj/aoFTFTyoDar6hCB6sGNGU5qd1aEV79x0oEri6YGXnAhsnN/mTlS+lG2IgmuCU0KR+PzdKDht2azSmBdx8WTno6VB3T8AWY31DI8zNTLsccuLBzCHT2J2rJDEaPLkfmitK0dQCcRcublV086mJ7+Vii4a6aqlS1zScoU6pQDrHOzOAV3cBQ707B5cfxigtYgYifZ2AejdfraZ4RFZijHhcsGLcWx2nnoBJhCQbESNElUrlDsvkAwZtQu/iYcrnlhslKXtMLi/hbHDWgRQIXYmGmZWNBN6kKdFUbuTwzsN9l82dg/9+8D+t/5cHu/Dzq8ph7+YjNCNLOxedBYt+7sAN430w68V1khxyXbw5VVFO0p1ghEk1j7MLPZXAHj/3Rlg6eqG2uhyn9m+SgF41TLm4n+Ky/X2GL/IcQ1CfmYCWmiJYWbmIWENl4lbc3K8Oh72M8djGZhmSVQdV+poa67suzOgBFhmoFqOO7IRDMttGaoS+A7Q798Tg2yygnxvw0mRF3nNtoqI8R8UcDsEe6lldR2/wGrArw7k2Kk2RI06JVarx0QAs4YCSbFQwuG1rkwStoYZniQ1+iK3CWH/A3csHWz/fJMWZutpaHHpzJm4alCVKQf9kdGXYpwkO/pIqo0o0CJ7DnL0jLZbnJ+8Ph4O5pthBVuGzw4oaE4PrFycCT25hJ7QNwQ4tSLxI9SZtng3GxsZ44403JHCPi4uDk6snSooKYd2szBjyvVICljMNFDLh+2PC9eHn30jl/vXX38SHX1yDu4e2ofqHAhzZtEy8JtY5LcaLw1Yhvqgaoa7KDEZisTLPxoLd/izg2n5KcfWTw0pnmAkGuz36UadM0aimoqgLpCUtX74cP/74o9CpSBmbMWMGTqYWYf3u46isqoGZuanU2xqamtDc3IzK6jpMv+4hpCbGSsHQ2t4JoX37oKHOHTtWndmrs5OPwzUgAoVZyagpK4R5gC+CgqORHH9CmB0s2JHuyL2MAT+TlOryIjl/WdjjTKQK7FyQwjZnzhyZl+Hrfvjhh9HUdO6qDcOGDRM6XF7exZ8JPV9cSjTOEXy42LLrqjrMCjc5zl0lGloTjvbBJdIXyDmtqy6TzZNtdg5Ckn/ParXCzW+TwVImENwI+f+l8t5LajakV/H3JbYffhcKps5BuPWBl+BiXq91IJSV+cgxc6WqcHjTmeHP/MJCeLg4o7WtWByFqW7BbgZpU352ZigvKhQFDFJNSD1Rx7pk4IFRCr+WdCuq9aiDg35bbwD+fbUP1lpMwZqVucjSMkhNahaHX90DIzuGzy42GBSS/0+pwqyEg1JxaW6oQ0VOHjyDomXuhwksqQB9+o+7lGjoAAUEmGB2Je2q4u/uyQCMHc4c9nSLvWHpDWhqbBb3WB5y6uA94YwP1zAPKnYyAvuPEwoHDT3RPiNCNSHONSQVA7EmwzHPrGuVEiYY3DOs7V1k2L+r4oc2WNtTf38CbF194O/rjbYWd+z48T8dX6fZ37WDLfFjXl9sTytHWb5iFMoBcHsbSzw+Pxw24VX4Ni0QmbWuqGtW6D/qIF2DwfT5gIE25zs0kxUWUyj3zeFdXcP1uvTtjxcA85cDNw8CbhwE4aXTAZo+FS2twAvbFQfu3gQrtypFOBYpKNJQkpuCfHEG799JNjstdg8CokdLl5tKdydzq6R6bBG9oKMDbGFpiVybIXCzzkK4Cy6KJ8jf0bBP277NLhjn2FQFOEn+aMDr2aeDbsM15d13kMzVdPweAE9sAj6Yo3Tw6KORXGmNe0eU4q7fcVGg+UwTn376CcLDI8Tx/t1338XPa7fKs0TmBJ8jJhpUXQrsP14ULPlcydf6jRHKFTshp4Y9CbS9glcmK4IpOclHkJd2EjlLXNHf2whfHW7B29OrccX3iuoWk67BnoCLldLZaDNQGAMq6EedMjpL1KQrMGCn3wZpVNfddDeCoobCxNQElpbmaGhogrWVBerL89BoaIPmlmYEBAQi/XS83Ofq/EY0+Lh30BRV2LF2OSZf+xBsXP0RZuOInRt/xo71q4QeyqST140FVykmtrXBzMpWvFcogEHFKvq38JliHMbnKCu/DG/9+33k5+dj3pyZWpWzeppo/B27GcSlROM8kJN8VDjwrBBoA2lJjp6K/Jq+kIQjNVY4h9OuvQc+QVGyUEoLskWphO0+SrNVFudd8MEzOnczKD2+vet5ifMFK3rUyd+19lutX+dgun/kKKQc3SEHsjrycrMwIjAUqCsGPfS4B3CAzcLUAI6m9ShvA+qblQFabRveIxuUKibN+7TJ8D223wc/rVmHCBNL3H3TVTqpMbzHgf3GSQKoaTx4scBglQEnZ0Zo/MWkkxQYbnr8kxslnxmpqF5EF9u/W0djarDur5tZWnf4l5Bi9/DoM4f94cNHMGXKFNx0003iHsvhzNOnT2vtarDDSGMoBsi8NzX5yTJYOcpPUXV5arNyiL955RA56JiYaHb6OicY8WdJNnYH0ggYbLBaywouDbravFw7DmDSqKYO8MTjI2vx0SETrDhwvMPtm5XcmX15rWqxNaMZGUaD5bln8YMdM01VPRsH1x6/Pm1D4CoVP01wVolV2oribJ1eBrocernmPz4E/JYA/Guq4oDMBINvlX4C5Jm/sgPYcX7jJR1gQEUKK43hyvLSpThAbjnXZ3lBVnsAqAQUiq+DgXDqLWzshSpGads3rrFEW3ODDNfzufhodQye6A/cNOhsyto/CT3paBBcN2L0Fquc4dwfWbijuaQq0WByy26wpskmC1U0+STt9pnxwLdp3ng85OL6FKmeac4rbNm6SZy2OYTs5eUlMvGHj58S+iPfl3RQ2ym+jDEocU0KJ78mz2JZNV599VU8//zz2P/V57hrWL4kGoRJWyMMq7Lx3yQbjI7wRF1rNV6dlo/71yoFTXb/UjcBz44H7hp2RiiDa6hdBbZLcN84F9pZQP8JOJqch9LagzCxcREfnsaGelRWVqG2OB+m9saoq61HTnGhnHtMFuNqq4Qmpw7uxWSouLm7o6WlDY2cb+w7UOboGupq0Fhf3bHvUz6Zz5hS6DUQ2hW7XkxwjU3MJQbggHpMXDb69YvG+t2xaLN0g4uPueyRjONUxSp94eHhAV9fXxmQ/zviUqJxHmB2zExXFz+fDxUfunM9jCIiIlFT14jKqipsW35GMu1iIWLkbGQnHu6S+3y+YBuSycyxrZ0XvgocVKe5zpHNy0UWVBOkRNWU5qKPpyOMDUulmsLuhY+zJUxalJkTdjRIp9IGyt3S3ZTdEM5wHFcT46F85DcPjOjgdnene01qGrmvpFD9WWDXgsIBKtodzanYIqehEb1fsuIPSpBr5+pz3hXm/4/ggGdXCj4mZlYybEhUNCgdCAaHq1Ypz8Snn36KXbt2CReX1cFPPvkEX3/9tSQLBA8YXn8OmJqaWaA6dQ8W9Q+Bras5fjlRjwfWKXQDglzk8eMn4LnnXkRtTU1HJZ6dK1e/8HNOMKjWxmeEP8fIyBgJ+9eK1O6OrEQ5gOddfz9uefJ9tOYdwWKT7/Gf7fX4SU37IsJV6QDszQQeXEePimQED/aTwXYmTqSA0g9IVQixdnBDlR5O491BEqLko1q/xkCQXyO14Vx9hkiHu+FnYBITjYnA6RJg0Y8Q74rnaWA2EXhtlyKFfT5obmqUgEQFdjI4tM8kgt1IKv3xT5X0KoMjUnxU1FXLkKnwbknC1y8sRqWZH5ZvUJ4LeheTxjLcu2vTyf/P0HcYXAUG3wwY1ZkJdNVWn20jxATOP+ysear71wE/XwssHuuDd6pmwciqDAM8si6qCSTBc4lJBsEh8LlzL5NKek5eYUdBie+BwTOfJ3beeUYwySItiFRLekysXbsWAwcOxLSrvofx5vG4KgJYeQqIcgMsTYCvD1RhT3IVbh/vgmEhzri53hKfbVUycM44PbAeIjn/yBggr1JhFtBQtzswke5JR4OFl8ixC+X+Hd+2EtwBp137IBqbbOHl4Y7M3AI4+UWiuqYOeXm5SDq6S5IpTWl3xm68BozVUo/tkmHrPqHR4pt2ctfPUszhPIeVrZN8LwVWmhobUFtRLObMLCYzBtQGB/MW4JoZMGmulOtrbm0rP4NFBYrxMBsj66COczPVFfIadEnPs5vBM+TQob+njvWlROM8Qa1zcuEpGXmug2m6wIedD31Gap50RngQXSyQBsQN+3yrkN0hauwCJB/edtYgOhdk+Mg5UsFkIKQLNOwzaKyEgbGHVGCNDdrQagC425mhqrK843u4SeoCg7sNSxRddFWicc9w4Lp+HLx0wMLWNhgaGkila5hhDNYaK10STfCgKivIkkBL01H0YoL3jAEXK+XscnCAlgmjysmehyc7RJcSDe3oShyTg8Q8XFTYkaZQndYknvmexMRE0Tq/+eabcfvtt2P8+PFSJUxLS5Ov0whq3rz5GOIQDwMPI+zIMkRyzUgkp50h2IeFheGRRx4ResCybxSqIBMDHoqkXhWm9zzB4LyYZ59ooWMy4WEiwMRTZUhG8FmBuSOay9LxiO8feO3XM0kGE7Bbhyj8a1b8qT5DtNTXoLq0QFS1SPlkIEPDK9W8kLNXH5k/OB8Iv7wbxSxSFrhPinBDDzxCNLE1VUmiHh0DrF6k0EBmf6vIyL44SVHTopKW+j3vCXjdTczOJBqcp3IPiBKaKtck90IX7xAUZipS5lyvPEfYBWFieMuttyHm9BocPnQYgzwPQ1X3oMfGgnBFpIDDum3/WOqUvsLTCpisszOYk3RY/l1RlCN0RlKjVYlGXVWpFMXUHcUJekycrPdB5B3r8KCJJVoar8XDWTOx6IuLKz2qOa/Bjsa2bdsV2dj29S1nbFubvA8WD6lAx/fIpEPlQcHCKGc8IiIi4GfVFx/MSZJEg3scRVNYtKNYwo8Hi1ATYog7o6yQZzEfO/fsFXl7PnMfxShn6bolQIWpD+YuGILq9V17PpB21NysX6LBge/ocZcL64MJOcFE3dnNHdW19SirqIKpkSHq6htgamICQ0NbjJ52BZqqCztMSecseQDBIWFIz8jG4b1b2h3DI3Fgz07s/0NpZ1J5SkWT4h7JPYUxHa+p0KacvUQ+n9Umdo2mTJ2GZhgjN/M01n73P2xevQzf9gtEdHS0dML4wWdLHaRQ8ppbWCtdEHbMeQIx6VK6H0oCcuWiG9BqYoPB42af1Y35O+CSvO15ggc25wZ0+ROw7cpqybmAi+Ktx2/Eum//DUf3gHPujvQUrOawnR+378KSTdmtoKIK9crVweGziNFzkRSzCelUUuoCte1JBI2SlCEtpVXLikdRdSusTZVEg3MYDJBIodJEbhWwMx1YPM4HV1y+AKtu88F4f2Dc54Bn9ARs27FfdK8nTZ6J73dniamb59nKxQK2222dPUUK988Eq1QUBqBsIKvnPDDZgWOywQFAqthww7yEs0HKEp8XbWCwp54U/5EBjPHXziH+8MMPxeGWh/9339H9+joM8wFeGV+HocZHsaUyGp/kDMWWgwlyaLF6RtjZ2eHNN99EUlKSmFey2kdDK85zsHOafGgLKtQGWLsD1wWHjJlkMAHme2B1nJ0uVZLB6i2V75hImdbn4QGn1dhU6IfV2V4i98uk+/GxiingW7vPJBkqkMPdUFsNE1Nz2Ll6S9We70ldjvZ8INQiDdqkNpAKwmTsfAo8qmeAyRQ7HDTFW32tstfMXQ7c/htw/QBg983AFRE9/9nNjY0wNjXr+DfvAQsCrDCzuJObdBTufaI6/Z/UE3/A2sEd8xZeKRSKZ77aI0PhfE3qe9H/DkD2vKntRqT/NPSUOkWwC2dpY9+xH3KNMfBTUY1UKMxMlOKNJo7azuvoehuZWooSWM9SnfOHuq/DzTfdBmdnF+zeffbZmU8Rm3Y5aHYA+Z4pFiJfSzsl9CFSrx577DGkDf0AlmZAtDswPhBYoVYroEP64ZxW7E+pwv1uaxExdJKc56amJujjCNiZA8lNPjC4bh1uf+pNUebrSv6bCbQ+HQ0WWfpPvFqKGEwyuDdyX+SeXFuWC3tba1RVVaKmvkFm5Dw9XGBtbQljExP4BUXIGuM+5+4dgJuvmo7JY4dK0Ybrj9RFUqB5VlaU5EpiwWeDhSXSnSgsw4Sssa5Kvsb9iI7yFTlJuHPJfNx74+WwNDeDnYsPfMOGin9HbGohgkMjMP3yG0QunJ1kJnc8k9mh5fVngYSzH3w/NB+kpwffX3lhNoz4uiNGYN+pHGzbH9vh8fJ3w6VEoxfAliQHgrQdbprGfeeEtjZknNorD+/FCA4jRl2GtON/9JhH2BOwWsDsXX3AjtJyUWMXCj/28KZvxHSnO1BGj7SnxsZGNDQbwM7KTBK7ouoWVNUrA+Aq6lSZmpeGJv4T5wO/O9fhzbffRPSD63D/Hh8ZEoyMjMK6dWs6dK9ZwaJ2OFvDw86o5p1FoaJyyZ8NuoLTpZlqPwwkuXmxDcyKLzdTfu4SzgZ515S41QYG0o21Z4JmdraqGgAXHbUEKr9cf901OL7qX3h1fB1ef3gpvkn1xtM/Z6LGKlAOLgbi1aWF8AzqJ5W1V155RegPjz/xFJx8QkXvnRKMkmBoVMS6AteBb/gwUa1jgMHuIKkT7G6VtHdHWUXjbAOfdXr7VGbH4VbTr7FyfwEe/HgHJoXZ4JNr3VBQayS+Had1UNCZSDTV1yAvLVaSIoWaESGVYXWTy3MBq8ikt6g40l2BwYrQBwOj0Rvg+12wXBGK+GKBQqmiot3l3wPX/wwsiAD23ar4hvSko8EZKXXwNfPec16trCAdBjDotD6pQEUfo9tuuw3bt2/HyfhkqRpTYpRSt+qvl54Hi/rp5wfzTx4GV0dx9mk4e58ZzmKizDXi5nfm4nKQ2tbRvePncwaCXceZly+VeRmC67ktJwajOnvxXhSofB2CgoJQX1+vlWaj6szw+VNJ2jt4BMi/KVrD+IJFsoyMDLzy+ttotPTGxvv84TV0gUh5q2PzaaWIZ2/SiDe8l+N+/xh8ckMILh/hJXNPJQ5nJKVZbBkzZrTO1865B12zVSpQDCdsxGzE7V0jnT/FjG+CxF9MFDb89BXycnPQCiMEBfhK8pKTX4TaujpUVlYjJSMXg0ZNEUPR4txUJKfnYvTAENz7+HNwc3VUOghVZZJoCjWqnCbAhXKd2P3h/ee5SeorZ9CYlNhbGODdN15E/8gQfLJ8rRTwqouzRGqeScMv336E7IxURAe6SFeX/5/XnNdb5kL8w2VIn0mJ6oMmvFOuug9TrrkHA8bOla5J7NFDiI1PRX5BMR569XPMX3o//k74B25FvQ+2JpmRsv2qCQYI551oyAZWJ1VDJhsXEgxMqLNdnKOo4FwIMNilHOXJXb90fI4Bz6CpS6TDEbvrZ3FT1gfks3OIm8FedXUVnBzsZWFmFddwzUtlhdVJdj1oGqapPKVC1MAzmyJbs+S80oWTXiQ7tioqOyoU1ACPbVSGRlnp1QQrYeT5ungH6eVSeyFBoQK+B4oW8BDkECD53qo5gUs4G1kVEJMqbSC3Xn0glNiScsatWR02psDi/sC/JjVj3e+/Y857CSjxnoNPvl6JhfMvk66Cpa2zBDOpsbvh5h8hgeSQoUPx9n+/gI1XuBx8yYc2d1A49AETF64v7hUMoDiAzo4ruwI8/Higcm4iaNAkqRDy63wuDFqb8d0VwNEic6w+bYF/TW6FY20CHt7Qhgz7SXIwdgXuT0zEWprqJdEOCYvA0KlXY+Sky84KrHsCOjiX6FCT0gbFed22R2aIXYF0kO9OAHO+VehjG69X5jgY5F/zA3DVSmB6MLD/NmVGorsVzwKO+oyGfK6pQQorrr4hEqzQiNArqLMRaICvJ7x9/eHZJwo2NjZihjjAAwh26typpRmpmbFCo/qnoa21rccdDYLJsOyH7fs1O4bCIGg3alWBzyGfxwEDBoinAyVWX3/9dVx71VVo2/wYLFfORFxylswp/FkYM2YMDhw4oFNKlZQjqhAqf48XSqZbQITaLEp4h0Trpy03oOGKNXC47E1s3rwOz1zmg9enAm9NB24ZAhzIUmhS7KKtOVKImz5PwpqyQSgNvA4ZibHC6CA4X8BrxedW5zB4F9QpxiV+YcNwdMsKSQA4c8j9jYVKDmOzgOLVdxAcHJ1hbGiInLwCSQiZsJuamCIo0Fe6LQZmtlJUIVvk+UfugLWFAe5YPAcbN66Hf0Bnp/iuwO7MCy88L67lvM73Pvoc1v6+Bu88eXMHPYsg1WrDhg0iEtLa3CBJDItFLPpwz+XMD+W6lU7GNikCUV2u1dgM5mbmsLVzQHlRNhJPHsa+7WtQUdOAljYDodT/nXAp0eglMLtltUPzQGWgwAe7N8CsmgoIrHpdCLBNzE0m8cA6XCgw6OXsBbXiVcOi/tGjxRjo1O5fRUrvXFBaC1GLcLK3hrVnONyDh8DStD3RaKdO8XvofdAVx5Voa2nCkj7ZWDg2FMkpKSgtPbuMSxoW/Tf4s1+YZCDmQNz82FrnhsfhsaV3PITYxDR8/OVyDBkyRLTNLzbmXHcf5iy8BgGh/XHrU//B8DGT5fBkpZlUnfOlmPx/TTS8dXQ02MrWnCeiYtn4/mfcwUlleWAk8MwEIKVEmQEin//oiVO49tprsWrVKjz44IO457rpCIno334P2hAZEYaHn3gWu4+lYd+eP3qcYPB+MqEkTYoO3JRGHTp+Nubc9CxCIgdJR4uD4PSikQ7Xid3itaFah18vBHIrgdIGIyyOqMd7e4HPDwMlxYVyCDq4+nTZVWVXg8FC8pHtCIwajpCIfjA0MISlnSu8Q4dIYkOjTQYNDHREwttUR+avBgoXVBT2bLo5i94aIYPQmyBdjNKlj24EnhgLfL1A6WTRJG/JKkUml87JB24D7hiqO+FgUsEujSYUn542OHsFoygjXuY4GHSo4O0XgG37jmNAdDh27InBXU+8hvIWc8QVKomPChzKXZeomMnpM4j7Tx4G10xQVRToyuJc2Dl7dsxvqFBbloeHH3lERB4KCwtx9dVX44cffkBcRhl++G0LLOuyUFkPDPTUT9a1txEWHiZFsri4U1LkUgkKqIMJLQsM7CKwEME1yySLa5E0HspIq57PQ8cSOgpwZhaWKLIfgsc3QbqbFEb44ZSyJg7nKi7pruaNiNv7G5KPbEWbsTm2vn8nHn7kMdyw9Gahc5FOSmqo1o6GDhXN0GEzYe/ig8NbvhNBGLIh7F19cfroNjEhpnky/6Rhn72NuQzF21rbiGGvvZ01rC3NUVpaggAfd6CpApFj5iEgegwCAwNk9pKgf9fC6+/Waz9SFL424vqli+Hi6oSnn3kabRYuotynDevWrRMTxUceeVgnfYx09fBRl8lrIw3cpK0eJsZGaKguEXELzudyzzZqa5DnivO7fydcImn3Iqhfz6GkzPgDHZ+jpFpv0p04AMr2GjcEqij0JsJGzELigY0dCjkXAhGjL0N+6klJmqi8wIXFCuuhDV+d088j3crS1hbG1p6wdS2DuVErKprMYW9pBi93N1ha1cA5KAwB1jXIrzNFX4N6pJtbiVZ6s+qjsQHFZVWYPWchBg3sh+HDhmPc3FcxqGgzTux9HgFOJshvtJZOCdvO8qe5lQSIHMetayrHm7My8Z8jpkgrrpZWq62LF0oq63A0LhUjRgzHwMj/obKyEn/88YdQH6iHTS7shUaziQ2Kyyrh7eWB/MJiBIdFY9Mv3yJsxEzZGG0dPXrE9/8zQBWkwJBIpCWd7FQtupCJxrweVIM9vX0w6el1mG6uKNf88tRMfL49SwytNMF7zrkLPgMcEH/p4XFY/lsgDh0fhvLqBqz4bScqqmt7lGCQp0xFHKpQleVnorm5UXjXDDI8A8JQXlULO3d/fLxiHazNjbF6xRc4FKOY8fHgY2AyyzoGLm1Zorp1IM8Ch7NNUVFd3WkfY/WNXQ3uP0xQSCvQRF5qrCQ7bi4uyMzJh4+3O5JPpyAr/kBHxZJrh90GdnpFgcVM4TOy+kkutEoCkv+2sHGUfa6nRpi8D+Q4kw/NbnNvgoPW078B7h0O/HYd8OURZWA8rwq4ebWSfLw0CTh4O/DtceA/+88oiak6Gqp5HM1OKNW/nLz6SEe5tqpMOOUqI0IGF8Wlvti+OwZ+NnVYtPh6GE4fjpKNryDx+D6sTz5zv1bEKvLD7KhxOPefgnOlThGk3/TpP14xqmTXydRcKDSkNLLqHxkRLmvW09sPH336Ob749H9SsSaMTUzxnyM2mBdQjhkhinodk7/zVSjrCbiWf/75J5F4feTRh7B95x+yF2gD5wso0sC1UV2aLwktqY6sqCvmwWESa+zbt79jyLyhvhaDEINrooFf4xXasqroxsRj+RXAiiuBCV8oRdHUhDy4e3ggs64vsrKTceutt0qi8dFHH+HOO+9EWdkZ82DOVGq+Vp7t0WMvR3VFERJ2rpM4yi96lOw7OdlH4RcxUpIi3vPCjDihu/l43Y6Hbx2HL3/ZjuLiUmRlpiHppKJU12HoaWiIvoMmo87cW2hVlhYW8h63rv8N/SddLXL+qk6MboUvpaBsYmKMAf0HIKPGWifVu6GhAfYONrj9jlux5PrrOknk8xkLGjARNo5u4qmTGVcoYjLH9m+XZ5AdJ3af6bXDbsj6ZT/gwjqaXRhcSjR6EQz++ZBoeimQe6huwnS+YGWSPD5WGc/XaVcFBg9s0ekzF3GuYCWTmwIHlWmIRO552ok9KMrSX6GJmb+zT7C45bJTxGDKzGoXclLKUG6aAwdfb1jZO8OoPBFlxQWoMwLSTsWAdOdTOcAgb2OU5FjCyMRMuk8cymTiwH+3mJjhcGIhjqWsQ4uxDYYPvwb7Le3x/LWGSM/MwLKTJigsL+/gWaqqRTxLYiyBJ8cV48caYG8xE6q5SI07IsoXn3/xFXIT9mPChAmYOHEiZs2aJRzavXv3SsCZnp4mKh/ajArPB9yYmxtqUVoGWJtT1aMZiXEnUFtZLHxTBo3cqP/qiYadqy+y84svWruYsrV0mdcXPHhIt1PNRfiFD8GNFcp9VDHn2uMRNRxF5teL4Tt+MoaXFmGIZzMaGhthV+KM8vIyUTaiNCRN45o1Psh/5p+tbQawdPaGpZ2H/N/m1mLU2gCV5XmoKotDc0sb/NuC0GhljMaWNpiVWSE8MgThty2EwZ1XoaahBW5BkTA2NkFbUy3+dauSIDl6mgIG2uezGEDUlBeLqhSrv9ntDsrqXQ3uSVWleWg1sUVtWT5y01OFSqXyKuDa4Ye6I7Ny7SwkAWHXxcHVF6aWNhgxbjIWTh+H5T/8jJWfvqH/TWl3fg4eNEkq1frMd/QEvP7v7AVWxgLvzFAGxh9cD8QXAUW1wO1rKG8JPD9RSTg4RP/vvUBTq0KDZWCqDYoE6SDpjDLgo3oc1yiTECbZrFIPnr4Uv25Zjq+/+hLXX3897hvgg6DgYLQOc8FbX/yGjMSjEvx9ckhJhn48CZT07tv/64JKj+dIV+VzS6qztb2rUF8Vw10nVBVm4KnnXsbsaRMQGxuLBx58GMYOfh1JBsHzo6KqVu7xq1MAMn9Jo7uYiQb3ISYZqvkRSqL+cUj72VqWlyadACYa7NoE2Dl3dBjZzSGNk3QmTVPA7Kws6drxuWYnj881qcT0rrr1V+D36xRaFb1cxCi3PA9Hdn0njAVzS1s88MiTeOu1l6QjRFPB4mKlGiPJoVqBkwW96PGXS/GWnlAiaBExQuYczC1t5OfxXnNAvyQvBZ59+snea2XcgsamJsQfj5H1wvWv+EaZyh4tCURrqwjNsCjysIEh/Nys8PsP38h7ZTex/8SrcHzbj+KdoY/CV2ZhDcpqyrq8L0btbAaVRD6pXZT1ZycpN/kYEg6sk9cXEDlKnNqZeDHJYJzk4O6HluYGpB3fhb8rLiUavQwqOZAfnXJsR8fnuHkxKKb8W2+AmS4XIN0ou1Nl0gc0y2Nb7vBGKrFfGPB3sAV9ZOM3sklwMz+2daXOxaw+z+Hi3VdeHz0hWpqaUFmaJ+9fZYRYNhXIyAQMvCHGhutivsWsAS7IbbBGcHO18Kot2ofBbU2apWrYHV7PS8O8JffByckTsV63Yu33N+K2gUogQfUNzQIrgwtSKu4fCQzq64qddVXYsfEXCfaZxJ1OSRUVoY8//lgqT6qkg4O/Do50eTeQTUuXIeC5gIfk8b0bJCA8/keetKepdEGkHNuJgVOv67Vn8kKCg3dNxjZIivvrtYs5cDvcKEYq6DzoGHycQiRe2vxLp0BEHZZ2zqIAVZdejiE2vvALno7TqRlycDampuLwH/tgYuwAUxNjmBobwcTEUNrolGzkn2amZggIj4KNtQ2a6yqRGHcA9ZVFaGuqk7Y6P+ytzeHi7guLllLYGxvCwsII9ZkHsDV2A9KO7YCvtwcGTrkKxqHKHICBiSVKHYagtS2rW1luDlyrvFl4kLMzxiKLCjzA+dyX5WeI4zCDZ5rtqfsSaAMDcH4wmaHMrouVLYICfBDk74EH7roRx/dtRMLJnkn6skLL/ZhzKBcCOVXAVT8As/oCn84D9mUCz25V5sI4E3bfOmVW59kJygwHK8HvHa2FkZF2ThOvIykgXLOkzvHvNFajsAPBe8P5DZ+wYUg7sUu6Y/v7OuCZhSGYHRGNwd9+iY27DuGHH37EzqM7sKiuAXcOBV7aeUHe/v87MLjj88JEo6I4F8NGjcPdNy+Cf1Ao3nnjX1i+fLncAx8zx07+WSoDVFINaVjn40AqI2CuQwr9QkAzAD56/CRamrR7PPA9cC2qzDUV4RdD6YRSzITD1k7ewSjKTOhkdMmzy33IELx/MAbW9Vm4fajSrWPCnVQCLP4J+H2xYmbKRIOzQ/zZcXt+U4QnBk/G6x+uwKO3Xy3JBuW/SUFTB78vdPgM8aMSSrqTB9wCItu7pQNhYm4hewv9Z1jUDR44SfYYvp/8tDFISXbr6HwzMeEMnIGBkQTtnItQgfvMum/flS6WW+QkVNRukk4i11y/iVfixI6fZEBeE5rJl3PIWGQf/l3v+1JQbYhBU68Tk9GYdV/I9/BspuR8ZWkBTEwtRIGKcyeqpDnj1P4uZ1j+6riUaPQyWKmjAYvovrdX7DisRJpAbwZ1/FnkWTp79+1wMD0XMHPuO5TzEb/hQoFVkr5DpyHp8FYMmLxIOidHNmt3AWcwwqCEm42RqalUIPj9qcd3aqVqqPOSOQDJimFDM2BYV4xSswjA4CQ8bJREo6QWcNRTaZhzMCV5aXCwtxHKAhOMRzZC1ERenQpsT1V49+qUCP5u6us/cHUYrqlYhxTK7jY1oyDtlMjaqXTaxVzrm2/kY+nS6/H8C8/qZQjYU/D5II2rsihH1DpO7l6NiFFzOxxuM+MOwjd8qLRm/8oJx6/fvAv3wGhp9V8ssELHALFKvQlpaNgpeeDcD03cftmXhbhbZ8Kt7xBUGLli6dIb4OjgiCeffLJj7ofgoUgaBg9eBuoMqlW83useeA3VtU2wDegHi8QkqcI1trSgvqUZrQ3NaKtrUxTDrFzR0tIMX7dBsHBzk/1mw7IfO34H7y314I0MTZC3PxZT3H1RCwuYtdXh1PEYSfhzsgJQvC8JPvu/x8YxSzoOQJXruCQaevDcOdRYXVYkRl/2Db5Cp2KXT7oarS3S1WVSz+SWdEzOfzGA60pdhskaAz1Sp6iydSQ8HHmFZbh21kh8+83X2LpzNz58/x2kp+k3HC5UrNqqbpOc88XaJCW4os/GlhuAV3YC69q3ZT5D3DsoSMFO1bZFFTjSEIt7dysJiSaKMhNl/6GSYXl+pgSD3ENVKoDZCYek2kslQj4ne5PKEHtkP9ITjyEv2BIz5l+NSSOjsXn3MazdtQq3B22Dz9EmZHVfX/nHg2uyT8QQjJ58GcoqKnHt3Imwt7fALbffjfT0jI71zy6AV1B/URciWDHnc80z4PltwOfzIdXqZ+4YIq7tvdmp1gXNALiyvk26hLrAbgar6kw0mFhwbopURf4fznhRBrY4K7HjPTPJoEytar/g73phexY8rIGrooCbbYFf4pTO3oeXAS9tU85kFciWYDGT0vkfrNiC+5deJganTDZUoBGpX8RwEYThfCv3DAtbR6ERUsaWiXj6od3iaUWKJq97ytEdHWwRD09PFBQqxpYEB8fbOPhuANi7eHdKNFRgUdgyzQlhw2aiuqIYyTEbkXx4i6yx2J2rOrFT1K81P9iFcA0z1Po9mvdl5oJrkFPWIt2MtJM/d+rg8D2TpmduaS0UVTJW2Fkyt7YT9bOufv7fAZcmQS8A+DCT76jiTVDilsPBF+L3cGCNm4M+4EahGlhVIWTYTKkGaHM27y1Ejpkvw5x9B01C6oldHVxJDoZTso4djkFTF2PwjKUSZJAmEL/vdxxa/5XwJTkM1VWSwYoRh7JZPWIBh5u9jVkbDsTnwMrKUoZzGRSq1Ke6g6NHIMoKMrH6a8XHRH0uYA/dkNcrCca/ZyqJhzrYet2S64TvDjfgX1MBP3tFwYT+BNpEAbZu3dYRjKoHe70BBni8r0qwVSl0jJrKYngEKVJZ5LUyUOFc0V8ZE699DIMnzoebb18ZKGbQqM/Q3vkguxLw1phZNDe37giSqV7G4cfvjgN7s4D60ixs+O1nfPjhR7jvvvvQr18/fPnll/D09Gz3sRglfHtSjXiQqFN5eJhmp6fC291BeNFMPigPy4oXD1t2/xw9A8Q9ltKMSTEbkZV0VJKM2BhFHpr0GvHKCO4vQRAr+Py/vy17F4VZp5HWHpgzgOA8B6+fuva+eietJwO1POBJiSKdipVFlcJefkqs+FnQyJRzEuxc8nf7hupWzWPRhO+BCQuvA18H1+Cvyz/FPXfdAXs7C1y1YAY2bPgd0UN0S2VqgteS1/hCS4Nzf2FCcctq4L4RwPdXAm5qdjqs8D61BRjxURtaDIyx+xbg9WlKQqsOJkSkszEpZLGD1DRSclVg90yCsMDIjs+tjgOKKuqRtO5dzJ83D+t++wUzx0TjroeehrHvSLyxKETuxyVoBzt4boFRGDbnVrQYmCArrwiNza3Y+McRLFuzB8cO7JLZGRXEF0ZNkYrUKZUDN9XA0lp80HzNOix6uHsPiQshccs/VV2WrqliZVKQ4tpkQsFuJYet2V1l18DBPaDj+5nAMMkg+Of06dMknjB28MG7+4CXtgNBTsC4AGBvBvDkZT7wH9E53pDXmHAQm1b+Dy+/95V4Tn3x5ddwc3aUAW1KcR/dslwKFDRCZnGGRUcHNx9JKLifcO9iJ5X0TNLI1SnpHu4eZ3VIVH4h9JRSF1dQR21FCQ5vWiYB/aDpS2X/I72KyYa6l4omvPsOEgWpruATOhTuUVOw5Y9DWLf8PUXSXy3JUFS+DGQPpwE0xTqYBLKDwdehYm78nXGpo3EBwAVMmVZSfsgTFpURNYOm3gQro8z06TbcleGNtmpEXZu58CYZ1F8ocNHIwFZLC2J3rIKDh5+oTqkCkuryYllIDIzO1beDBzg5yUw0ciqVKgoP79ScMhgZWMDbxRL1apXl7sDKOVUzdIFJBrsZm1OUSg752V8cBuKKlMpE3L61oALqi9s4twH8mgDsTYgRvWxWabuqQvVm5YuHp2qOhMGrX+QIxdAsMKrDHTZh3zoMm3Mzps2eh+y0xIsybN1TsJ5WU1sPK0tzaX/zmWXipgoceUCy88Vkqk9IJCIiI6ULdT7vJbMc8LVTqHIq8DlubqqHuzXwxDjg3b2KWy7B5626/bzjoP/SpUvx7nvv44dVq/H6ux9j8+8/aa1KscPBQ2bHL59gR7vaM+8N36eNg8IVzxczvM6SunSH5QdlXHkgU8aR1AJtv4OzXNHjr5DCBGcfZGgyZLBUY9VpER3Xu61V+Nk9QXlhpnTFOIvBIIG0BgbIHKLl6+f7oa49v0ZakLq3Bq8rD2NWPFlJ1AQP8jmz7oSxsXK/zc3NMHBAP9S1mksQ0V2RhK9DNaROWsiFBveB6V8DtwwG1lynSOOqD4Q3tgKfZQ/EPZti8dAoYPtNwO504LltynwQwcCPHSwHd19JKG2c3GGYRlMzpQWSnXRYqp75KbzOrdiXBVwZpRQ+Vsbm49VXX8VXX32Fm266CfOnPoawmEdxr+ME7M+dCk9Hc2xYvRJpKRdOwrw3oBIq6O19UR0MIrkGWfAyNjaVtWHY1gQDIzP4ernDztYap07GSjDO6ri667xKCpbPFJ9z1b3hbT5oswDT1DwkerNTrS+oHKWpkKeVKhY2VCRWFbltJ5jBQDqLXHfBAyeitF1amvehpaVF5g3q6urw4EP3yyyIOuV32THg+xPANaN9MPzVdYg2scTORa1IS81AfbuJHj/4c/hnRUkBhg4dhmfcfPDGJ06wMGrEyT+MEDh4nHRWzMytZaaT80rck1iI5L6v3sVQh7uHO3YfUJgDKvCcU0yVfSUm433UBRY1yUCgMA4NSBMPbhTBmlN7ftP6/yhmcWzbSq0/iwU80p8qyODY9K3W10taGAtnfHZYEKH0PGM6JhiUHE45sg3/H3Ap0bhAoIIFW49MOPiAMdAmD099cLI3wCSGhy0DXHXzO01oViOGjxyJjGprmZO4UJi55DGp8tHngtcgfNQc2aS5QZfQDbyX1K3YzeDvoCN4fjXgZg0YkxtKGlV9HWztfdBUzySm+99H2VdStbTJAmrrpHx9VBn6vGEgcP1IB2yqKxZTJIIDmI9tUgYyQ5zrsTo/XeZUuLmrQ1uwd74QQYLqM0EnNzuqa3FQnpUSVtcz4/Yr80PmZkjJyEP4X1CbmwPrpsa8l4aora2Xai4D0sy4A53of7bO3lKxbTO2RH1j83kPjrOjMVpRuuyAiYU1XA1Lccs44LWdQJ7aeJG1WqJB4YdmMye88PanuPP6BXjqgVtg1FCC1atXd/p5PDRJAWDngv+HQ3+kyTBpEtfZlONd3l95v62tyEuJ1colVoGBOBMQ0vdqygvJ75RgiJVCreIP5zhQy72IexDnK4IGTZaOGZPa9FN7pUtoZe8qiS73qqqyAvl+N79wUVyhUp8u93B+Pi4pvRPPmQoxeQVFkjzw9XIP7Kp6Sz62k0eAzMeQonChwevLYeyfTgL/ngVsWaoMyB7NO/M97Ly+9gfwxm7g/hHA1huAgznAs1sUVSBHd3+YW9hIh4rdHlJKGXARpFXQa8jJM0ios23tBmoTAhUj0f3ZQF5eHl5++WV8+aUXPr4pDNcH5+Gqm1+R9XLfbYtwz5P/xsGd6y4opexcoa0w1lt7JCviTHzZobBxcFNoac2NIitqaeOAivIyhIaHo4kT3W2t2PjduzJnR8lkJiWqRIPrisGkpoLY4sWLMXj6YqCpjpsGWhprMdYkBrFOyhzDxYK8LzVlOW0JGzur7NJyPyFlj0lHU2MdPAIjpfPKwWR21tiV5//dueMPWFlZYcuWLXjq6Se0JlJ8rmtczvhS8XmLPRmLuFPxUixgosI/+WHn5C6zk8UV9eJ1UV1dg7CRs6VTxBgqfu/vEoST3strz6IFn31t4OugT0de7tlfZxDPvZUdFCYspHbqAvdKdlUoxEC2Bec8aGIcv3ctqsryz/w+OydJTDULpDzjKXxDWumxbd/rVLAizZXCD7xHpEdxP2cCxcIZjQhZfNU15/d3w6VE4wKCBlZsQ5KbX1ddJmoqF4KixEy71t5VOJYc3tIG9WoEN+7yVntkxu/pdhi7J6AcHVv8PPxI6WKSYWdjBQ93F3z4wuu4UFC5g/O0pQ+Alw1AeWxuePTOqK8ugqMzh6ALparIEErX8uVhntzDKgKHPqlAM3P2eEwy2oCoEcBXRxXdfZU6DYdFHwg7jZWVCie2u0rT+YIVOE26GTduHq511RVSCWfVSpypm6tQ02qO2JOn8FcD9dITj/whlTZzK3tY2DrB1ZfKYSnC12XVzj0gSt4PEye/PiEwMTI4b51xMe3ToE5FuxvgOt/TeOhH5Z6rw8oUqGk2gntguAQvPBDZRbpj73pxD37qqacQGBiId999F61tbfCLGCHrlocQKQM8/FjFloOmi0OQ9DsG7zx8STHS7HR0ZdzIoUd2HkzMrdDcUC+zHAz4NX+fSMmeoxcBwQ4lgzFKMvaJHIJZly9C+ukk5OQXCm0vK/EQAvuNk9/DQgw7Lt3h1PFDuGbJHQjyde0UMLH6R4ogh87LC7Kkg9zVYDi7AOyaXKwDvLQeuH4VMN4feH+WYm7G4oM6uCdxj6BiEQeJ11/P72vF+8lZKGm0kHtuZGwsgVIh31/7a2fSQYqumKu2tWHTaWBOqPLBREOFnJwcXPGvHOx+9wo4tQ/50zfAw7YN/hEjZbiWkuPskvxVoFkYe+utN7Fu3XrExcUhPj4e1WrSy/qAFWI7V28x2+P7tXH0kGC2qbkRDbUVMLOwBesER7auQF1lCbxc7oeprRtO56dLUMpE2DtkiOyX6qqSfN6ogkjwbH388ccxb948fPbZ5wgr/x2LZgxBc1YM3lyXhaujAVsz4Ksjirv8hQbnFzzcXPD7mlVdJmyqzgzXEvcCBsCUf+f1YfLB/UmlTJicfFoUEjds2IgnnnxMkghtlF/NAei333qn0+9lEsSugZFRFuL2PYcrb34IhqY24uTNve3Ejh9lb2P3gskP/Xi6Y224ublJZzc/Ty2bbwcLnYXpcSKiwIIOA/vuIJ2UjASlu1FXLQlQwv51HcUZ0qZYJFKBc1WkfrJrG7vz5y6LP4ZGxrIX8XrznGZnQ0kyWuXzUjg5R4bHXxGXEo0LCFbRyE8mFYJzGuoqFb0NPvAyLMWkQ8vvYJuyvKwKv/62Guu2HUSDgZUcLucLVkVd/cNg5+QpVJ2q0kKRi60syYOHjY2oxhTknqFJXAiQOqWavWCAGOaiDB9xXoNqUA319XC2s5TFXFGfJ/x6zUCRYCVW6Wb0vOvECll2lRGe3FmHSFfgmfHAsXxF/q+hRRkWpZPwvaP2YaVRf+zcexAXOtFgYKUOmjPxPdK9mZsYA82s+IP47Zt3ETp8prRwWaFjAPtXAavdrOznpZ5E1Nj5UpFnVXrYrBvg5eGKwoJ87Fn7LXKSlGH203HHsOHbt3v1mSJG+ABX9K3Cv464o6y+c8WMz72rkx08IwehIDOx08Ahk/vXXnsNKSkpePjhhzFxxjysWLsfxcUFSE04IYIRPNC6k1/lHBarjKw+cs5DV/VfF5jcEkyCGuprYGHrgML0eKmiUT5SHd2pTukDPl8UcBg1aQ7SMvMQGh6JhLjlCIwagdFT56EgPx/Hd/8uQ6h6vf78DOlIkH+uCSacpCQ6ewdLF5k8Z200B1YOqdjk6h8u9IiLiR3pwMQvFCrl9huBnyrTcEjje5g+fHAA+O8B4KZBwGdjE5DV7Ip3E/oiJS9fzhGhnbVztlk4IOWHnQ8mbCys7M4AxvpDBnTVO24s+ny4aj+enFYLQ1Ml+Nu+eYMEf5QM948cgSEzb5TuBnnvPX2+ehtKoFoHS0sLNDU2oa6uHjfeeGNH8pGZmSkJx6lTpyT5SExMFMlwbeuGxSMWIhob6uDg4S/Uy6bGBkka2I2oq63ByT9+7UQ75GwQaTEGhkqIxOCxND9N1o8qKCd4vahqxK7w+++/j4EDB4rXxtq1a2XwP+tAFvr4++DVexbgyW9i0FKehesHKMpw7IZTIvZCgTMaA8OjOyVs2ihcfN/8XlKVGIAzoSVtiEVSFm/4dc42cE0xaZ06dar8WVpSjk2bNslcmubP7IoS7Bk8QGYxmLwxBhk/62qUVLegrjYXx3f+3PF8k6bG/Ym0R8ZS3SE6OgqmpsaiGqUNTArZ1XXv00+vRONMJ2gvmk0c4BMxrINGxfvO8zLp8Ba5XoHRYxV1rb1rZH6qOwT2HyeFWX6vSsWPIF2KiUdX9K6/Iy4lGhcYpAqwvc/qpgxZXUBknNwn3hTa+IvcHMirfP+DTxA8bBZObdKu+tQdqLJAjW0n9wCRmyUvnm1+DoSy0kMjuNzk4+LwbW51Pd56/MJ1MlSobVQqym3tiYaLleI1YGYEFNcoXzNtKoV74FSU1RfAwaJVa6Lh4h2sV3VVG/wiR0q1gzhZqNAkeOC/MR3YlKwo0CQUA09tbMQrl6XCbpALfjt8/puJrra4KplQBzc0Dr2ZWVrDzNJWqHw8XBjkcqMLHTZDnlWq9JTmpuCvAHYBKwpz5PBghSsv/RSC+0+AmakdqmvqxURr47cXVjFrWhAwwhf4T3IYKqs7ez+wQ8Qks61tPxI15m/U8eNPP6GirhW33fUAWtCG4OBgbNQjIZq56H5Y8pCvLMXWHz86r04Yq2TsNho1N0qFl5VdatJr+v60nYcXgSYqS7LRZmQjwSCT2pD+o1FVXYfoyDBRSaLBIAO+7sCqcmNdjQSMuuSpGXhzgNUruL+sZSZkmmuADrukwfD7LnYwzUTghe3AN0eBr69Pxqhrgbt/V2h66uA+9tlh5ePe6Zb4d/8YZAdb4L2kEOSYB3UEYkycasvp3RQmiQaxOh6YGKgYTn6oUcugR8oV789ETNsQfPzrmf2CXW2KDKiCwKixC+Rnk574Zw2iKoHqjE57G59JX19fhIeHd3xQJtzU1FRUzdLS0iTxqDJyQeWUy5CTk424Qzvl+WJRRVWp5zPBZ7yqJF86fRTL0IbSvHSRY1WpOvLZYaLB+UJ1FbCwyP5454UHYG1phk0b1mHhwoW4+eab0a9kBar7XosSzz4YY2KJLYtrMXnKTLy6K0u6pUw42PFmwpGrX2OyR2DV/MCBA3Luc5aC10jdJE8d4oDuGyqy8SyOqs4PJrfseIhEdPlO5ObmwtraGv7+/tJYW7NGme/kULjmGaRJCaZHTtjwmbKHHdq4DK3NjfDmzIW9H6wsLRHo44YdK9PldXuHDJIunb5eYTwH33jzdXEF/+yT9zFtygwts2dtIhMdOmz6GU+NLn7eps3r5brRcO/BBx5BdtZhOIePwoR5NyL5hKIaOGDC1Whta0HSoU1dCtaog3QpdmFJbWbCo6IuMrGiw3lvWBb81XAp0bjAYPtMWbBW8nEhweSChys50Jq68Uw06EodOHCyqD5xkesLKimxcmbt4CK8YDruphzf0WlhcZjTLSAccXt/v+jZeG07dYqytqRKOVoof7e3UKQl2a6mARs3UcOhgXC0OH1W65qVQraHu+Ju6oKjZx80N9Sd1UnalQ7syQDmhikKVRySI6Xh3lUleG5hMHxNSvHf/Qw7e5fHzEOQFTttKMyMh1fwIPkeBhFMGllRZ2WFlKrGhlqRPORz+1eoqrCyrqpQ0fuDnRcO3w2/7BbhwCUnnOkeKEmT/kP/3aHJ2gfvPzQEZakxeP6XLISPskJDnRLos4rFg5kBK6vpdQ7aZ3pIiaIePQPfghojfLViFULCo7qkdvGg5UwDB4ENzO1QW9cAE3NbodCcT6LBTgsDBrb+mWiw1c/XTpEAqrmowLmP3ko0fv/uf8JXZrdBVG0aqtDYaonEuJPIio+Rr3U49nYDDqc6eQV3yETr2gPJLWclOyBqlHghkE6qTpXi8K54Hen5e3sbaeXAg4lTEJTzDX6+Fvj5lDKnoS6VrcJHO4qwJncI5viV461Bp5Bfa4xnSp1wNLWkgz5FeWGVfC/nhEjPGu4NfHZISW5U4I9/alUW3pyehRd0eHSyu8UPdqr5XLBwxZmy7IQYCVQvJjQDVQkUMzLkY/16xR+Z1J0+ffp0Sj7qTV1w+FQavLy8UV7eX4JK4dI31UtwWVGSJ4U/1SydLpDGwnkAdWlkJsuk0Kj8Jgj/PsES4HIf5u8/cuSIGLEaGZzAsdwILLleKTCaWVjirRuH4NWPs6Tb/dIOIMABuG2IMt/FhKOwlxm1vH5Tp8zA2LFjMHPWLDz//AuoqqpGTExnqhOFHPieuN9y3zcyMUcD57oCo6QI1dLSJAUJdjKIyEhF8Yz+T1u2bhSn7K5maUi/cvYOEvoTzx0q6YWNnANDIyO0VmTDI9hXFPTIOmBBljMVqlkYfaC4dSuzMnT61jV8X16QIc+Ab9hwpBzd1o35oSINzPf26mv/QkO9EjNRgtbQ9CY8+upnUsT84aOX9H6dju7+kvSy4MeOjqr7wWeU1/r0n7QnXWhcSjQuAhjgslXW24Pg2sBBx+ryok5Dx6wC9e3bF79v3SeVUVX1SxdI8WJ7mPx4IxMTka4syk5G0sH1Zx02bP9Fjpon2v4047vYh5Eq0aApH4ezGR8x6aAPAj/Hw5vJBj/HzbSswQ5ebg44lNs502AV51wXOR1LEw4qB58m2Fmh3OH6JGBRv3aFqiNteH1zBeYNCMKrUxPxr53K6z1fHrNqc7W2d9FZXWFXgNeoqiRXgmUmwarqHANRqmRQgYTKYMe3/dCrMzw9BStgnCVQgYlcS2MDzK1tkRa7T6pexVlnPGQ0K/PnAyZxl/9rnahbkXZY6vtfpJYaoCAzQaqcrIYyONeVmJKKwJkpKkex68cEgXKJx5sasEbX+7Wyg6tviDhil+YqswuBof0QFRmBhLgTwqenkz33k7zUc5tBYWBqamYlCjtUyrGyc5JgiokAOwI9lbftDtzzmLSw48lq5sYV7yNi9HwJUFg155rU1wuIFCl23PjzupuxYBBJwy9Hz0AED5qs0C/aAxeuAQZTTOZUijoXWwWptaUFPyWaY01CPd6eAey4CXhkA3BAYy5bEss24LvDdViTMQATXXLx8exC5BQpxoCxhYXys5j0qoJhmqcN81E6G5rO1IdygewKhZr1URcCXExG6SHAvYHdWkp+VpUWSAegXkcH4M8Az5vk5GT5+PXXX+VzM697EM1GFmiigpQRvZhqUFtVLmcjn4Oe0JcpM0q1QNW15Xpngjp81o2Yc8USxB3Zg8yUODz8agkiAjwR3dcLAwYMFFlrg23b8Msvq3Ht1QtgbGaJFgpZpMVgqDewdKDixcS5GqqNBTspksj0emLC0ZtO7nxWv/tuudAOX3/9dbz33nsyM8ZkSB1CxaNJX3ayzB+YOnsIVVO6GmmnZB4oJ1OhW4eEhMifoaEhEojromZRzCNkyFTx3IlZ96UUg8KGz4K9u590SlLbjY3/2PCD/E47Fx+9uxhdzYR0JROfGLMZ0eMXdploqP88doRuWHojKioq5N+8dsNHT8CQgZEiUKIvLG0cETR4MqpLC3H6yNYOuiyTO+7t7Lb09H3/XXAp0bgIYJVNXDhdfXs1GNIFJhgcKOJhysOZ3YyGxiakF9UjMWbjWd9vaGwKNz8OcfcRqgoXAPmop/b82iW9gJsI6TakSeUm/3m8/o6ORovSzWhrV6JysgRaWoG0UmBCgDK3cTolBSMHhsPwRHXHYBnvS0VJ7jktcuqMC4WhouvDixxpUiGY/FChyty4ABsqvBFb4oBXppThvb3A6a4LbFo3w6amJpiYmHTaXKnuQzqbLnCg1NbRA05eLrKpM6lkhY+Dwqy2cFiOyQY34yNbvpMu1p8ByhFWV3TuqqQc3yl+DbG7VsHR3U/8Jah/X5Aa2yWtpqcYNnyYJBkE1VFuuvV2xKcVSnWzuiQHq7/uTJNSNQB4KPN6ck6Jg4Q8ROgCzeBEW3DMr7ObxqCXa60oO6mjysUgL/H4gU4UK/LL/aNHwzt0sAQGGXH7enR/suIOYtD0JZIkMalk9ZCUv+DBU1BemKXQQfg6e6mj0dqetJAfTaUz8tnZQWO3gd4iPHDpjcLAVh8qE7uONEPVVymJdJeKwizhZjOI4sAzK5qcaWMCUlGc3aWBoDYqRW+oIFH5jUFXTVU9bv8NGOwJSTiSS4D71wLVajOv+elxcPEOkuHe3VXB2LLFBf2MY/H+7BqphP/7ZByyjPt2GG8W1ACnS5SihmaiQTyxCfjxGuCbY8re2RX4PFBik7sJ94bwEbOl45WVGNORmP5VwHVHwYOqxja0NJXDwsJSAv6aqlKc3P3rOXVoeXZzXkF9vpJ7jIuLCypq6hE1ZAz+8/xdouaXOHgqXtn3O8bPvByjBobhurAwfHzVIyjf8IKYxppWZsIucAiMcplUZmF8APDyZGVOg10teqxEuAKPjFEowPTooaBIb4EzLO+++2+88sorePPNN/Dyy690UsKj5DRVltgBZDJPqqJ0OvpEi+wrO611Dc2oqakRYQuuA1tbO0n2NIfC+e/gIdOk6JVwYL3MqIqfBOfMmptk/64uVSivV976BMaMGoGDMYew7IMXz+m9qWZCZl+xBL//+E2Xa7O6LB+mJqZYcPsLUtA5snezxAI8//namLjn5hVg+rRZGDJkcKfCwnXXXSfv/auVv6G22QR52V0XbdULT9Hjr5D9K/HA+k4FKnZXWQDSV9jj74hLicZFAtUbSFPhUNXFcHlku5MeFnS9ZKIRn16Ik3vXdkjKMmBi14OtSoLDVlmJh1FRqAyNdgdSHvj/mYx0F2RfaKgGd3noOlspXQwmHfw7ObAcwubn2KYurm5BW3k6fEIGSQWBoAPvudAoFt/7PAxMaOJWIyoZ+qC4VnEP97cHbhlyFM2BwXh9YxnuGQ5sba9w6QtufnfecQ/efuctPPjAQx2boYWNfZdVR95rj4BIuDg7I/jau1BWUiQqSQy4pK3t4CY0A8r6RY+7Ase2rsCfAT6b6n4LBA++NrSJW2xRdiJcfcIkaC3PT5ckniIE+oK0JjMrW/FxYADPRMXYVGmX51W0yQCqhYW56L/f+cDTGDNlLjw93NDq2tnAiSG5obEZAqKGSIDOSh2pZwykKS6gbeCZCQm7aAxg2M7n4LRmokser2ZwxO4IEwN2Ev3CR2DQ1CVSqU8/sVu+1h1IQ2OQzt9LJRVyzknJIh2JHSJ2HvR1BtcLaoPlCQc3oN+EK3F820qh6PHKMdFh8kOFKiYd3YGcZt+woT2SZGXwwOSGz4df+HDp+DLR4MwKJSwZROkCA8opU6Zg8ZLrOqgUveGLwNekbjrJTsP4z4EHRyq+Gu/tA749fqY7w+eF1XWeIaQ4nrDrjwlf7JECytPjM2FsWYX3bfywarsSvNHPgGaAfbVIqmZXKUPjryz0we4m/Ts0HNzlB4Um/CJGSqW/KCsZmfH7/7RiBOHVdwD8I0dLh457GGcr0k7swpJ7XkBxWSXsHF3gERgt8xl85vnRqPpTOkZdd8cKMuI6uYATRRlxsHQNRE674Aa7/lz7LNpt+OlLHDscAfcxldiw/nU8M7IaJQE3wdY7DENNLDHw2lrELpyJzbFZ4sXEe7Sov2ICuiZBSQT7uSsu8kw8V5xQuvI9gbauH5Pl9RvWwtzcXApUzzzzDOzs7PD11193fI/KpI9KZjwHGCfw+nCPVKlTkT5FlgSN8aZMmYofVq5CTMzBjueIVGuqwLHgyaCaFE3GIlQIpCgFad1M4Jhoc/2ZWNlj5oQhqK1v6FBCPBfwd2/esU+vZ9nT3QUlFbXw6xuBU8f2C4WLPj+GRibtfyofx9PKYeYSjCB+BPrh4ccewW/rt2LZ979IssDnnvsRRT+4fzNhaWluln22VZKWZgwcORkmdl5oqq/Cfg3PMs74UXb+rygx3Zu4lGhcJJCOwIXeJ6wfUFciqhYXEqrDddz0yxEW0Q+vvPOhVO779FOMcJjskPNM3ntP5jW4kUaOnisb+p9FldI1DF7dALhYKv8m2D3gXptSpvxJNSo6e1u1VcnrJg+ZGwwD7666GQzEmCBa2TrC3NpBtO05SGtr74x7rp8rG/rl08fiVFw8jh47hoP7diM347RsprroFunlwFObWzE2shJPz3DCH/ElCHECQp0V1RlSrvQB9cxzc/JEcpB/Vzfp6wrsdDHILq+sgZ+/v/gZUG2KylS8Lgxokg9tlg5X+MjLELf3N1xsMNBO1eINkxa7B4HRY0T9w8UnFBUFWYiecKVUrxk8qIPXg0OgTCI4AM/hZ8q7EqoBc1YoaYzH9aAa8My0sMaNd7cgOqIvtqz7FSnJiXDx9BV/DvX5Cnb1AgKD0GaRKpSmhroqzF58P8xsnNFUXYLfvlGoASrw4KYKDjnPDBzZSdIFcezVQXPkAUfPCn4wiIoYM09oZvSs6O7QYjIRPeEKocZEjJornQ12OLim+X54DXprRkMdpLBQQSxkyDQpgLA63tLcgGozC3nN2jxmNKHcH4NOw7j6gnseO3hUXmM3Iz/tFNpamjuZsBEODg6YPHmyJBgDBgxAY2Mjjh8/hsBA/w4uelfUDH3AmQEGVergkn97r1LJ/mAOsCgauHONMtPBiifXA6utlGll0Exe9/a0WmxPAxaM8cB9UWm4M9AIL2xpwa4MoKAKuCZaGUDXxI628fjvyx9gvknPOzSkZZ7avVoUm1hwYrLL/YRiJDR9u1jwCR0Gv8jhEhg2NdbLWmLxSPVcFGSf7livTGL5epmwUQyDA93smHIvUCXV/H9KElLVkZCw+6XuAq6akdrx+3dSoVY3gGRXnzRaKg9VZJ5EQYE5ciqL8fPmYyhOCcSjjw2S7yON6r1bhuDuN7MQk6Mkgq/tUmYJZ4UoxosHspQZDiYhz09UBEZIieuuA6UC3yufEXXwHGKSQbALfujQQdx9992SbFAxi+AeSLEE7v08A+jzw32Vewxpc6IClZeP0NBQGQxnIv7xxx/LID7XJIUE+LuPb/9Burqk4PIac53z/qi6YKRL8vrnphxDcdEwOYd8XW0keb0Yqme5KbEwdvRHRsJRnZYA6ggJ6Ysn730OCadO4MUnHxA6LcVU1JMSOo+r/5tdDCtXHxjbecHKxgo+QT7Y8dOZn8lnkDHZnzUrdjFxKdG4iAiLiERqZh6MrF2kQnChW2VsV4ZEDEBqbilKG82k9Z50ePM5dyBUVCnKpnZlJvZnUadY9XFkotGk+GiQOlVRD1Q1KEOR5MFSZtbOnAo8RzD56vthY+eAhqoi7G9uhBW9GqztlWDUjNVLxXGDVDIqMbFLQEoSrx/b6PNmToalhRlWb9iBuuJMDB8yBJdNnwBDo0eQW1iC7NwCjBkSChMTY6mKL77lQSTFnxTTH1UFcNfJPOQYj0NQ00EM9alDbgXw2lTI3IY2ZSxNMMnZsWMHJk6cKNzb7iSUedCyOsfEt66mCnYOjshISxeuvhxOQhWoRFNTA1x8lE5PxOh5QsXTFBi40A6+3Li1KYOw62bUb6yIKzBBYDXRs084HJzdEBo5ALGH90hQINentVXunQy3VxQrMqBdVMx43zmUx0Pz6L7t2LflDLWgw2ncwECCVQ43suNQevoAimxMZSaDhl9tprZoaGyGh0+gfDt/Fmk7Iq9cnCPdxq7M5VSgAklddWfpWW3gvAY/7Fx9pYvCdZ5z+qhO+WoGSw01lVKxZABLSWMeiqzwizFZfMx5y9vqAoMNXgvOrvB+8Dp4BveXxIOuuEw4utsXuQYpPcoK67mAXTv+Ht5nE3NrUYHJjd+NCePHS/d38ODBsq6o2PPcc89h586dQhfp1RmN5ka55tqQXwNc/j0wuy+w8ipgQzKThVy4+0eINxPvMYezWRxgMYlYfywfR8qjEO1QhcfGHsfzxsCqOGBGsOJaz72RweW0adNw5ZVXov+AfmImdz4dGu4VqmSXCX/fIVMkQc1JPtbJX6C3EdBvLHz6DpJnlMlAyqn9Ws+jjvWq9nrZHdI1BM77wfkoBsgcVlY8N5gMGsA/dAD6jZgCg4bSjp9Ls1MGzCplLgpt+IQOlj3E1rgOpZX1qEzZhaoBvjielINmehaZWUrwnhkXgzuGAgtrlDOKHab9WUr3gqIhlNN+fKxydn16SKEEvzIFOJQDrDqlzCN2Bc5yaQqCqM8dsNAWHNwXv//+uxgMMtkgpapVzdeB3WEWLO1dvWXPY6GmMDMRlXXT4ezsLL4hu3btkiSDewg7ohRi4PUgHYhFqubGRjk3uecx0WdXkbTPyqIc8bNhArN/4/f4zrUV48aNk66R4o69v0sfivPFjrUrMHTWTcg93f1sGNf96l9/ke62i6sTPDw8ZK1w/qyZFCgtezm75YEDJoifWHN9Nbz6eMuwuwo8a9nN4b73T8ClROMiIjUxFl4BoTidnCwLkepN+gxBng+aDEzxzertCPDzwaZlup3DuwMNxkgxOrX71wvmBXKuYGJhxUSjQUk0OFhtYax8lLYqruF0H+3rrFQNmT6wg8EKJRM/cwsHmU9RJRIMXLtTJCGysjJRmJeFJ+65QQIRgptQ//79pRI6efJESTIIc3MzDBo0EHVtFnKQsRrCV0MebH1dDSwHPwDbySNguP9DWGeuw/8uA17Ypkjidodt27aJpCIlUyubTbUOgvMQZTWKhyAr79z0WQVsrK+Dk2eABOOsKPPAptShBGEy65Eq1csBk68VnrvmgX6hHHwZnLN62yU1sN94JB7ahNHzbkf/qHAkp2bD080Tm3/8uMfqTNz4yR/m4UjKmDb3aN4zdiM4w8LhRnZ/eJAERw1Ci2mmPDuD5y+FkZk5mluakZGejknXPgRnZxfUlhdgzTf/1v8FqToKPTCWYwJ2vDBTDnP/qNHCiWa1LjPu4Fna8uwU0XOCCl681zQjSz+5WzoKXOddGWOdL6h0FTp8hijUjbrsFoQEBSAwJArbfvpIFPM4xN3l+yzOkVmPc0000L7+mVix4DNi5vX4edn/YGZsgI3rf8err74qa6qysrJLFaTzQXMTqVPaEw0Vfk9SZixYeNh9C/DqkViUWthKosyiD5NpVXGA+5WJqRliy4EFh2wQYlOFlyYBAzyB95YEo37g/QgPjxBX57179+LZZ5/Dv/71Uvuw6/l3aIqyEuSDal80LWOnoyQnVWhVvWU8xufVvU+0mLKJd8rhLb1KOWHS21zRoHXtB/cbKXOOnh4BHZ/j9zFR5b1gV5xFDco1c6jZKGe3nEMuFm1ISs1AYW0Vfn/nLhyq64N+dVuQm52FAR5K0pBYDIzxA56ZoCx3JhxMPPZmAT62yqyNnz2wIUmhAvN52JepiIyoq4qpw8jE7KyOhrq3BYfnb7jhRsyePVv8SC677DJJNp544gnZM/yjRklngfeRQTPPDM8+0ZIIVNQ0SNePycpPP/+KAZOuFSrk0W0r4e4XLp4SbQYG0ilm0SA7SUmGeX6Q1su9mwUkPrvs2rJIcvToUSxatAiLrr4CO//YA7/wYdIt0iU93Bvga7N1dFcod81N3ShQKZ0g0ie7S8ptXbwQNGCieCSx+25kbIIdP33Q6Xu4Rlgk0Gc+7P8DLiUaFxGqSgh5wlR2oBkZ1aioV36hXCBzsjMRFBQsGwsPAX0CaE2qVNToeRKUHtr4TceMR3fgJnKxFBQ4aG1urGiRBzkBRTXKUB1BChK7Gxy487Tp/P8Ksk7D3cUHpYXZwiXtKRqbW+Vw4eGtSjTy8vLkg/KLy5Yt6xSEr/1p2VkbFDdaGwd3BAUuxMihA2A0/FNFgu/Af/Fb8BasL+6DvRXe2LtHN/f08OHDqKqqEk35LQcTZR5IBbZwWfm0cnARyUB1zj+r2TwUySVlF8fIzql9vqBK7p9S7e4nG/7xHT9g4JTrJEFR19bXpXx1vrB39ekyoWVQz8OQjrGmpmYoK6+Ek4MtcjJSepRk8PowweJaJJVGG5WJ3GKq+pBSxmsjFCNHN5FO5QHs4FCDHGf+LBcsunoBKqtrsWXvMRzdvRfDJ1wmg5GUtNWlNqWzm9HDtaoC71HC/rWydv0jhsvwN6uTrDyrKAnyHLSRnuaE08d2IGzYDGSc2iMD4cOmXglHJ1fUjxhzVlW4N8D7yoCMh62ziyPKKqvh6e0jKmil+RkyNM6ZIZ1oaxP1PBo3agsKewLez+iocFRU1cDR3ha5Fa3YtvvgWUlGb4NUEiYG3YGBJD15hFI5Jx83DWzFHb/uh1vUDKTFspPQt+NacTaBXT5evxOn9uHl5CF4d/wwTJx0O2BsIYHnNYuW4uABxWDj8KHDuHXuEAxG73Ui+czG7/tdZoh8Qoag/6SrpXuWfmqfXqZrZ8HQEOEj5og8tPIeM5AYs/6ieqCEDp+FtqZa+AcE4HSqMgvGNcaClIWNovilem8UG4gYdRkMyvahqqFFPJ042O1sUIo/du9GTEsD9hm64R6/LJGypRP8Pb8DvyYoH5w1HO4D3DNCoVKpOhhUoZoaBEwPBOILlXPtLaqVpQJrEpUERLOwRHqeJtST5QceeABz5swRI1FSgWbOnCFUqDvuuEOuL6l9PN94Pto6e0qXj++dkuKkYFVU16HO0g8ZR3dI0kw6KzcVDt9z5o0CEEwEecax48FzSb1QxXkPVbGgqKgIjo62eP6FZ+WsnDVrnnhscD/uSWGzOzU6dVSW5MPEjN3mvl124PRVtOI5wW6MuHwf2yEiFEyOkzVmz3imcnaPjJN/Ci4lGn8C6FzLIIm8aFZQuUBZRb4QA0HJccewftnbEjhSE53BRncuxCrYOXuh79BpyE441GM5ze4q0hcCdAI3ZlJRrWzWBIfAjQyB9DIgxBkwMTxTLGYQxfY7VYx6yvkWbfXSEgkiFyyYh7Vr1/fIHVUFdh9IxYo5fAhNzU2oLEhDc3UhBg0ZjWETr8Rcv0DMNWHVsR4LrroeSadOnGXGyEE0eqSQPrX9cIqS4BkYyFAelZn4bGm7fypaEr0hygoz4BMyWORVGbjwkKB6FTsgKprfie0/od/EKxG3Z00HF1uX8tX5gs9ed4PdWQmHJFFHcy1y84th2lqFE4eUAf/uQF42vWHIE2ZCpe7mrQIrxqT18ODgoc2OF18T16n6PXC0s4KVpz8GeoWiX4gvftt+GGXFBTAzt0J9RQGaTWxRW9bZTbw7iETxefqYkJ5Duhs/WE0kf5prn1VJBkYZ8QcQEDVGFGD4ed/w4VJtDArqg9NpuQjwVYK7C4HMuH2IHLsAlcVFgKkVqkuqhK7CZ88+MEoojF0JGpTkJEsCnXGeiQZx4uAuWUNB3s6YP300osK/wkdfr8KJ/Vu6VG87H3AAlFQUfcHO5qQvgYenGmLtFZVYXRyLDzkn5uQhw8oSEOanI3L4dKFvzp/1AQIDAqTSXN9OoWGV+5PrvPFG7UEsj1X2p2c+yMKmpcAYX+AP/XRA9AKpoXyW+MFuMWcDWdllt1Af2i331agJV8LexYf8R2QnH0PasW0XfSbQ1S9cijAb2pXfQoZOk+4+Zz7YVXH0CJDZI/LtGTiS7kM6V7C3NypLMuDvABzOBYZ6UZSkFW1GuRgxcQq2VfpjtsEatKEBT49XkklVd35bqvLBs2qgJ3BNP8DLBjhVCHx4QCmq0ZCxsh7wsQPemaGIiFBCXTXbR/qkZkdDG9asWSOzFit/WAFjYyOMHTdKCmR33fMA3P3DZY6Mzxj3o8yEg9IVP514EsVlVYg9nQcXRztUeAdJIZL7TXV5sRQvGGfwHOKeQmiaCDMRsrRzkrlAYt6Yvh10TQb0Awf0w+pffxfKbm7Kcb0Uw6S42UVnQhPlhRliUGnn4oVCriEdSYo+5zifA56fvPcndq6SWIKfY+GmTe2ZZdxAwREWqP5JuJRo/AngQ8gAk7KWVNVhxkt9eFZxWT3u1U5A+9rhIifvkZQKyhV2Z0xH7XRWkU7+sfqcKquscFxsTWhW/9i9YKVIJXcrikAGinTsbCPIxi8zHcZKJ0SkGhNipMvUE74k6SWNNcVwcLDF4088hnvvu0crbUgfuoWVgyviD/+BHas+kn/zgKk79BUCrlkA96A35XNs3Q4fNgz1bRZyiDAwZCDK54jVNVI9Zs2eDUc7yw4zOQ7xJR3e0iX9hkE2nYXZVclLiYVv+FD5HANqVkbJueWzyWCVnhrx+9YifNQcHNv2vSQqfG+fffoFbhrtiIUP/LfXKqMMOql53xV4OPD17t/0kyTulEjlDEp3Pgv0ViAFqiQnRbwtNHHZkgfh5u2P1PQsZCQcliHXylKFGnFWIhLUDz4eZchIT8GC22/GyeOH8fS9SxA+ej5K8tJwqLJExAR6OlzNgz0rofdcmRnc8YO0L1XQR5U5DsaamlsLjWnI9MWYvfBaofOZmZkgNTVVgirOZGkmt+cLUhUyTzEpHI6KolxYWNm2K+WNlz+5HkmN0XUfSctg9Z60jnMx2VTHjrXfywc7W2sjw/DQ3bfg6buvwZdujkhIy5WZg96eSWNgxoCsp3hnawm2VYzAo30O4rf5Nrh/c61II7vYGOOxxx7DzFmzYWVliYqKKvzwww8SSP77nddEqpmFgNs+jMHdYcB9I4GPDgJfHgUe2wi8OxMY9zkuCJis8YNVbr+oUcLlp/oQhQs0Z7DYCRk0ZbHIxVK9h9TI/D8pKJPXGzEcR7cs7/gcK/AsgvB8pAQ4zzkWDtVVqdg5njjSC0dyM0SQpLgG8LEHGr3H4Lv3P+4QFHjh8SrMsIhBoGkpFoYrMzWa5xl9VfjB3SPcFZjUR6EAZ5YrxoyBDsr2PsoXmNkX+DVeSTqYVDbWa3cB14S/v58kGQT3qREjhmPZ15/jqVf/K/RC7kXcy7gnB0cOhamlNe545r8wtzCDo5sX2hJOSneHzzNn/0Rwwc1PzkgmEtqovG7sWqaelLP5zqGsvsZ0mmEZaxKDA5aNciYH9hsnHYfuDPwUCpT++xR9YUSGPD1eZu668hfTdY7zvKFiHvf4/PRTneicnEXjHqYCC3aufqFyff5puJRo/ElQ6biXFykZLw9zDmdyGJOLuzdcmTU9O1htYcWQmyQrDrqqApFj50uwcWjTMr2pUppgxYImfhe7o8HuBdWnuIHR/IgJBz9HOhXfSh9HxT2cg+LZ7ewI8kA5VKyvcRhBGo2FEQ2hDM+bNkSeKBNOHibTgpUD4/dEIKwpBmiqBUyUIGHL+t86fj47DVTC4mbG+1xYbwRTS3vMnHe1uCdv+O49vQIwPmfGffpJC5kSp27+YcpQX9wBobGw6sSNX6XMQ3lZJh39xl+BI5u+E+5/enoGGoc7wqstC11rBukPEwtLvVrmPMg4W0HvCR6E4rPg5Cl/aoLVJHL72baWIFbt2eYh5eLdVypckyaOw4xxg7Fu5yHcv1xJ9LTOu5hbIu/0cdSiHK4ewRg9ejSefPJJ1NdWCz/X2TNQ7gE7SgzYVVxufcAARp+B8Z6C8pX84MHINj/v69TrHoKDpQGKq5pF8tHFwRrbPnkbwYMniQoNg38eoL3dceUzz2CETrscwiXFgnufZ59+Qi11D4zuMsDn+6DxFxPq3gAT7AwXbyxeshRPP/UE7rtxAVb+8BM2VvnJmuDXs2iq1QtVdd5bUtt6Cs7OFJTV4qZ1trh6YiS+m38KFiHjYDP7XbQYGOPEiZP4cc1mbN9zEAkx2+T3JMefwIr7huCWD2NwJCELB+IAD2tluPiOYcDnh4G8KuCuyT7It+t9UQcVKL8sFFVDQ6Fscg/h3sLEsq6mAoOmXCfBWHNjHY5s+R6VRb3/GnqCiNFzpXOh3ulmhZpFnLICxZuFnU4Vz55BJylHZQXpsDJxhrVHEKJCmvHoxBtxjdsx1I54tpO5XbOxFX5JMMKV0R64aWgRDuc2ixqhNjDdZkeDH4SvHTAuQEk+KJnO7gaLZ1dHA1dHAWuLGrHuuH4det5vmtJx/qC1tU2Uk0aNGoVvPw7ALfc8hvj4ONnn6aZtbG4FB3s7FJWUwcbaStYC57pUXkzsoDEx4JmquceqQPaAhbUdajMPy7zJxmRg64EsuFvPxPYG5flrLc+SZzO7ohnLjm+He8Q4mZHjvqoLpC5po4vpguq+cl/zixzRrZGxJliYoHQvO25MHtQLstLNKMjseP+GhkZSPOHciz6qkP/fcGGkRS6hW/BhE110v/COzzGIo8qPKuA5X4lJBomawRoDHf4ecia1BWIDp14nSRB5tueaZHQMo/WgjdkbaKQARIvSyeAAODdgbr78Ow386LNBrjPVnKhZrg4GUlTX4EGnDyiLu3/vXkkAiPOhDVnaOmCAfSn+PVMZan9wPeBnB3i0ZsHgu5lY9vojZ3VL2NHgRsaBMnowVFeW47VPVuFkUgacXD3bh831Awe+WTNj4pIUsxl9B4zBvS9+hNGTZoq6Dyt09Dvo+P6c01KNih5/ufy7vLwcja6DMMpf/9/ZJdhC15NrS0lJBsutbS2SNFEC1NGzT6fvYQIfPGiSOLPS/Z0Ho2qzZ3DLgDt81FyhUrHDsXfPbhSUlGP6qGiZe+l4WUbGElxQgpFBLiuaPFCtTYH5Vy9BYmKiSAzL6zp9XKpz7DrZu3ijsbYanoHReq1pHsSaijG9DSZmlOH09XRBTS2r6y6oK0pDcUk5YmN2i6kVAyjKAnM4m9eQXSMe5r0JHrxM2FgEofoTXxeDTiZ+/N2kpOgCqUKO7v6992La2iRYsnbrg/vvvx/vvPMOFi6Yh0dvvwKF8TvFTZ0O2UGDJnfywDgXcKCbnclzATt5lB5NNx8Ey7tiYWHrhIr/9MPd0wMxduxorN/6B7JPn5TqKZGUmoX1v/2MuZ5n9o+8auDGX4BZ30CGksP7+OCRj9bh7XfelLkyijxcMLCwlhCDQxu+RkbcAQyeugij5t0JS2tb7P35Q+xe9Z8/PcmgcR2TCa5zTTD55jI2NbNQZvTsncVU0atPlIiA3HH77bhi8kC8+5+PMWLECJEPTzmdjIcffvSs8+LXw0XYGVeERmM7/HuerXSz9QFnDumVQsoVO1P8Nzv0Ne3bxu0RRfhmTqUMmXcHnitTp8zAQw8+glkzZ8tAeHp6Ovz9fLFh9XI89eLrGD5jCdy9A6SAx6RE5jUsTFFenCdrkHEL917K+7L4wwKBroCa4hN2FUfxwiTgw4OKfxRRU5wl7uV8PTlVwNNblK7Nq1Na0ad6B5y9+gjrQxdUwgg9ARNdxa+oWM4RfcAiTfDgycocYUUxEg9uPIv1wY45zVdV8I0YLopxPRUp+f+CS4nGnwgO1XKoVP3QYnBOveq6ylJxzOVhe66wsnUWHqkmmODwIGfWrQLdhhmMxe76WacsZk9gbGJyQZVrtIEu4KRFiaoUTfto5GeqdDS4CedUAtHuSkeD6lSaoAY726DdBYPkHHOuQsXd5AZ9rmpLA7yM8WhYogyx06iJ7XNvW8gmzPdSX5aFFT8qm682KF2wSaKCVFeWCz9vd5QX5SCw/1ipMukjU8rnkM+Dk0eAbNRenp7IzC1Cn9Ao4R2bW9tJJU+qN+3g0GNVeSHCRsxGWVkZWkzt4WFvJtf+fGHn5Nkjh28OcVvbuUp7n504JoxMtCj1S6MoJtBUWeKcCul8XG9uAREyqEcONv1EKHd88o9fpLO18tM3MWF4P6z6YTlee+01zF+wQKpXQQMmoLaSajdb5ftUGD5iJMKHjMfKlSs7qD5M8MndJs2CPh7sojTU18jP6Q7ajPouFMrLy0SiOSklU7wBinPTUFimDNqyy8rKsxKAHxZpSzovk5rXWxA39KwkmNJToq1VaHqcl+E94/Aof7+uZ5j3klVJVpJ7C7xv7MRyXa1YsQJLly6V6vM3X32Bvh4WyI/djAkj+mPaVXeIRwC7iec6o8E112MYGopioUdgJJxdnPHIm1/j8UPBuG6jLxb1LcWqawCDkkSh9bFwwOSYeHcfMCVIoWWqo6gWuGONAY4GPiqdU/Xu7IUGC2FBAyfIPFl4SAAG9QtHY8Of747MgoN4+BzXTqVl5ZtrICvxEPr2G4EnX34Py1f+iO+//giffvop5s+fj7K8VHz20xasWbset9ywBDFHY7Fp0yat58WnB5oRm1YCW5MGvHplgN7FLvV7+Es88MRm4PHNwPITQFKVDcwMW4USt2UpMKW99sIEcuHCBWclknwtDPLj4xPwxRdfiHLiM88+j/qGJhyPOw03Z0dYWVujqbkF1TV1MDUxQWlZpSQeZEmwi8HuBvdGXYbE/J1XXn0Vrh1ig/kBZXhyM5DWDbtrf7ZSeHO2aMOdHrvQP8hVaE7a0J16lDawS897qVCIlcRcF3im0HOIexQ7FNy32I3TpIhLN6MouyPRcvENRX11xbmJIfw/wSXq1J8M8n/J71S5VKvTClgNpbwc+fL6mMpowsxKt1cHN0lytdlq5DA65U1ZYeotSHXhIlKnmFiQ08quBfMEUeEwACyNFRoVP08qVYQbUF6vmPlpgnxhcom7o2zQP0HpApy75CUpXDcOBMrbrPDafkuktJtHMxBgZ4OUL8oZ9vdQXrcmGEBIEMj5E87ctDSdpRDEDY/0PG6I6kpRmiCvlt0RR88AuXiUSW0zd8SpU3EdylTpsbsRPHiK/BzVxspZn8gx82HtrCQg+Y02CHaqPcuJuKdgpaiqTHE41gdZ8Qdk8zcxNZX3wo7OZbc8i8baSmz54cMO3wwG/XRiVSmO8FDiocj3pnlYUIXl6aefRlOrEV58+VV8v3IlEk4eQ12BISo0Ds/JD34mzuCvv/EvHDt2rON5YEXLzsVHBltJFSA9zcTUo93Lo+6cjPp6G8lxJyRQYNBM+gDnxaLGLpRAuyw/TVyXqWzE54DVO5X2PTnYnG3qDbW8grRTMpRPt3cmY0wQeYBzEJSiBOy+6jI2LM5JkUpnbw5X5iYflQSV75Vdquuuuw6PPvooXn75ZdjaWXUIH1x7w72iMMR5C9WAvb7gM0kX4p7AJ2wY3AMiRDb28ObvYDvvRji5uCMtNR2ni5tw+UlnzPUtxvczc7CxJAhv7EyUe8duLbu7ycXAVVFnHMcJvpeXXnoJw3wM5V4yCe9NUQdd4PXlvBA5QXaWxrCysEBe9sV55rsC55V4Hh7duqLL7yNdj5V8W3sHeLk5wcPTE199/jHiktOxa+NqvDypDTtqGuHtZwdvu3JRntJ1XrA08fIO4L/WDRjhlo45I/pjZ3LdOZ35POfoNp5mF4KMYzkY4gUsGQB8MBtos/WB4XXrOuZ1dBXHWGhz9OqLnzbuQ07DBygpr5EztaW1DdZWFnJGGBkawsbaEg4+bqidMAPFmQkwszeFl1M/8dfgh7Gxccff3d3d8OKLz8HM3Fwk1SdPnoHqxjO/W+X1og08y5k8kWJ129DDmDzSF58dCUB6eufnRRmA71lHg34epEXy2SfNUJNu3vH6HN2FLltbVSbXh7K1upTP2M1Ibp/DYLJv4+Cq04Pqn4JLicafDFbQDIxCpR1H2oDmYcSWJDNtbsyZcfv1VowSdEU/aWtDaUEmosctROqJ3chN1u1QfC7oqQLE+ULVySBFytRQ2ZyMDRXHcFKn6psUfw1Sk/h3bR0NggEeqTRSVdahaMMgTFOyTl9QYvfGQQrF6/19gKlPXxTlnWmx3jkMcjjQxGl9MhDpprxudXAGgXMJpDR1NSDH98KElVV0Jhz8fvVKvDoY0Ln49oWto4e41pMyRQoSA0qCUocMCDkgrlIKIdgFmHj5HTIzktrgiuE+BeedaPD6qozI9IWdrRWGTr0WzQ3VMDSxgJ2tDVwDfLDV0FACVQ40VpRwsPeoGBHaOrlLsq3rsFDNc/z306/EmOvW226CsfGisw5oVn6ZZGib01HxublmOXRIdS9SkryCB0rXUheoRHch9eM1fxc7YPF7fxdOelZcjCQUDPKpRsUk1cUvVAJ6JrOs0vH+UyqbARlpJOebFDE5pIJYQNQouU6sGjLIpxgAgzkqhPHA1tblUWig/dCbYALKbop7QJQUHEgVeeGFFyTYWnrDko573cfLAatWLVMG7PuPl9fJPVofpSoGNkbG+h2/pOsxGCKX/PCmb0Xdh0iKPSz3hwEQC0bsYC4/vkuq259eXYK186rwRrInfss0lPv22h/A/+acSTRsbGzw1ltvITo0ACeWLcUjm17D4CEXbkZDtXf1HUpaUiYqCpWZn583fIW/CiLHzBOFJG1GoepgoWnorJtRUVaGnzfuQX11GdZ/+28pxrDybWzYjObiZFT5OSDQxQJZFV2f26T7siPx8dw23O13FMcygmE3cKIUILt7LbrAwhu9OPhhZQzs/WAM7MSAUPdMIc89Fm1K8lKlSMlzioUSMzNTuDo7CLWSHQ0rS3MMjgjCtLEDUTK5+/VnZm4qSQZham6BN28agtO7s4TGTIYBC2yO5kCUm+J5xeIaWQjqoMQvjWwjXTPx9BRX7Pb1xNe7cuHdbqSZklOKlOQz0u76gHs7ad7smjIh5xpikaOTsV7oYFk/pFkxppEkQkdsxW6L0s1owbzr78esmdNRWVqIh+64lGhcwp+MnKSjom6hS41ApQJExahiVqcLzuaNakLJzHXTTwKix0jF+/iOH+ERECkV8t5UiToXvuT5gAkGEwtuThamCo3K3AjCn+fnJREhv7QZsLcAHLqgWFNpiQOwSqeg+SxVFFY0VM7e+oK/74aBiiv5F0eAjPY4MtjKtqOCMtwbmN5Ob4jNVxIkbvSqDVdxEx0kr0nba9MGbpBMEIqzk2XIlrxtBtuanS5WcyhNSHlbqjeRhkSqFOcaWMVh+5f0GdIKyKnvOPwMDZGZcgo7DiUjdN5TiMr4N745dgDnA1b/mRToCwZ47u6eyC8ug62dE6pra9HU1Iy0jBx5z8U5yRIcc9ifA3kMYHUlaOwmkENcXVYk8xy8xikp4VKd03ZAd6mx3tamSOE2NcnQPofIbRw9JGDn4LrWpO8cjPrOBwZGRhK4SmBRVy0dqoy4fRIwMdBmVZXJJivp6gkmOclMBvg9pE1kJRzsWRFES8LARMwrOApebm7oGxaFtcvekUoik0EGP5QD1yZwwL1R5WTcW+Ae28dDobGo1srnn3+BK6+6/Kx7rRqw55xLYL8xMsPTG0pVXGv+ESOl4KFSedM8FygwwGti4+gqzxlfb11tFW74qQEzh0XgiYijmOtqjTt/rER8kTLHNsgDyGx2wQcffCAOz7vfX4Rlu/ORUQBkZF6YBIPBavCQabC2c0b83rWwsneShFtd0enPBqnKlaX53SaKPAP6jb+y3TRwswSpLChwTXOfZUUbSIBZfS5K6l0R2ccdmw+l6UWBemoL8PFlwNPRybhtQ57cf67N8xE8eGAki1sGcGrJQW1zE4yNz5Yi5/nP+8HkV1gWwf3R3NyIitIieHh5o7S8ClYW5ihorBXaFOe64lOzUVBagZUfviQdYEpEq3+of87Dw13ctWlcy9/98OcxyM8BHCwU13OefUy22MHnv/nBrr5qGyRjgUkJkxAmJsv3FmJ0lBd+vCcckXethLmFIgE/d8HVPeoscm0zKWAXVYRRTMw6pO6ZNFB5U85Cz0DpmnKf6gr8flU3wz84Qobrr5g7AwZ170ixoqJCO63s/zsuJRp/AbBzUVNRongz6FB2YTDKg9YjqJ/oPpO20BUfkVJz2lR7uIgYTJAzeJgGfIxpWlpk0JPDrb0FBsUc8LxYYCIhg2rtLuHcmGzNAbN26hS/TjOkgmrA01Z3R4NggsRgVKW+pA56U1RpkevTBb6Wa/sBwU7AV0eAuCLtpkpMRNjpYAcjvxr44aTyd26uHRV2/3AZftbVlegKbCnzmWEgwgo/EwsqJqkrGzEwCh0+Uw5O0eXPS5MukZ2bL0xMzJFnxEPoqAR95O8z8SXlhUO5m3YfRWRYEMxsnCW5Ywv/nMFgW08hAtKhOG9RUpiDyLAIJMXHwtDEVuQa3V08sOrkHumQcB6DwaMuuV92FJmUMNhOO7G703XpKpnoTmOdgQeTeirRUIa0pdkUGSf3SmEh6dDms16HpY2DJHYXA1yjXPsqUP99yIylSDm+Q9YuA6bSvFSp+jHgZ9dKPZngPArnXuh5wf2DzwslgzXBQFj1TGkDuxVM7jiXxip7RXUtzG0cZc6AyU3wwIly2LPTwWdYE/ydXKu9mWgQ7Hj5hg3tKAB1d6/pLcMZN9JvAvqNOWelKnLGmbwxsWDHUBfnnckyO5sMlvh3Fo64R3DP4v+NrbDHmM8N8fJ8F+y+tRKv7gTe2wu8OMMSWPiVvKZXHlyM4fb5OKE/U7HHYGe0T/9xKMxIENUprjW/iJF/qSSDc3fs5h7Z/G23kreR4xYIlY+zYXw2SYsh3ZOeOyxOcJYLBgniCp5TUo1RvkbIqSFNrvsOP5PBV3YCb0wDrgmpxldHtkoXmR1GMfbtgRLdzGDguYnAiXygxrE/KgNuw50LrkRQUFCn51d1tvDM4/tjBZ/7fll2MnYkH8WcpY+jpbkFeYUlaGwxhKkJCy7maGhqxr6DR8RZvDvUN7XixrufhoctOv1uStHzw9sOyK4CtujI8XiG84xkYkLFSP55Oj0HUSMmS5KhkoAf0C8KSXFdy6JroqmhXpJEJhpcrx59omBqZiXzidxT7Jw9RWa3O1qWejeDSE2KQ2pGLtJTkzBpWDSWL18udFy6oP/TcCnR+IuASk+Utq0szhUqgTbw8+QP82AmlaqrDNvS1hmFmZ03ALb4OTjM1iCVd1Rg4GpWaC0HIwPI3gArIy0tF6+jUdOkDH03NANu1gp1in+qDPvYRjY1UpxWB3oo/+4KrIpQLYhJHQetVWCwyK5Sd2BXYmEEMMwHWHEc+FQLE0gkY9uDo4dHK0PgfF0cWv8tQZEvrGkygH/USNkMOWin2sTOFQxKKG3MZ4iVV2qJU36VP5fUvZbGBqlgq4JGqmvwIOXQN6t2lI1lZ8DNN0zMt2LWfSE/t0/EUAngT5ZZYbAXsOMc2TSk5DTV1+nVsWPCQ4UiBoJUi9pFSllABMIiIuDm7C+yngzyWZ1KObZTa4eNg9qk3jAYpiGVNppCdwFmV3M6LAYweeF1dnQPEB6xvbuSnJHCRcqaOlgVv1iD4Hy21Sla7FLwoIwaM1+qct4hgyXQzk46IteIFB3NxJugsR6fTQYrpBBpXkcmGAYGRmhDq9bkjkosVJ/ifYoeOgaG5raorCiX5IX3la7S/pGjpLPBpFFzz5N5B0OjXu+i8vdxVoi+K6U9mMmi3wwDasWZfaQoVXEGinMcXc20qOTNuY4SD27Q6zkozj4NGyd3KSDwOrAyq6rI8mtOnkF4e18LvjD0xusjsuFgb4Xw8CicNG7GA48+jSWeuXhpOy4IeD9YuGCCGrvjJ5G3ZWeDFL2kgxt7Zb6nN8AOLTvYx7au7Jb2FTp8hhQIeD8JBqLcS/l8M1CnaRu7W+betnCxqsSxjBxMDXCBmVso0I0vkAobTysUokfHAH+ktyElNVbWCpMNBsKkZHaFUBfg4+FHUFUJ3PAz8OxlXrAY/yQef+MLHD9+Qj7kfZtZyBrnc86ZA651fo6JLbvgpNzyDGyoKoSlrSuam1tgZGIMby9XbFzzs+xtPL94JrIg0RW4dxzZu0Uny8KJiUMXdl08x0md4ofq+4IcgQnx29DY+DhMTU3R2NSEgwd63k2vKS8U53PGYLzObv6RSDiwXqizjMf0na9Q72YQf2z6Rc6o3z79BZ+5uMiM10cfKYIBn3/+eY9czP/uuKQ69RcBKRqUDaWufHfgAXT6yHZp53npUGXRHAQP7DdeqmTc8NWTDHXOKR98pe17/jA0NumRpnWvUKcMFGqAk5XikGpipBSvWQ1RISZHGcTWBwywKCPJzoMK5PoX5+lurfN3zeoLvDVD8e54cB1wUIf0N2kPbNVfHqHMjVATnQ7micVKR8DS0gIGVi6i9kPa0vkmGZrPEINDPiNUG2MwReScPtohfczElocmKzqnD29B2IjpmHjFPXBxckBpfprQZVQoLcrDG49ej9c/+qHDlf1c4ODui+p213FdwYuo7vSJloozE2+uHcrvOnr4y0a/5tsPsPyz93HyBE3qTrR3/zo/iwzGeLBy2JkBApPvrrjQKlWW7oJMbaouXG9M0vg6+HudmKxmJ8PezafTs6V6vi5WokG6kWZ3jK7vxmYWUtmkszApFRbWNBw0lNeu0826rU2CE64ZSlwyGe34UmuLBJgq8GcwAXT1CZGkRH2onHSp9KRYxO7bBCtbJ8xc/ADue/4DhIZHyvPIhEelpKQOJsaqZ7g3UZgeB2fPPvLcnZsz+w5JxpkQD5h0DcJHXnaWUhWDm+hxl6Pv4MlSBCBNSt9ngF063isbBzeh4FJ5R6WeQ88B3mMWRtqcwvB+/kS4zPoXaqZ/hoDQSKz8YTkSG306uqa9Ce6bg6Ytlk7esa0rJMkgIkbPk06ANp+bPwuRo+eJKh0TRF1g0B0ybLp0rFRJBsG9mdebdFMmu9xnDJrrYGLlCBcrIIdT+G2tEsjqowCowtt7gCO5wIor2w1cq8pkLpBJjX/kSK3Po60p8Nk84MsFBvgkwQPzlwO3DDOF96ynsOVIJtavX9/xvVyfTN4pBEFDvb6DJsl8VEFanBS1KK/P98bkeMvqZSgtLYWjgw38vT2QnJQsCQ+fWyY9FEfpoHxqgTzvbYrJpi6wS6FN9EQXKMnMecaHVmZh0sSp2LP/CGobjHDVHc9g/tL79f9BpJEHhyGk/wiMX3gHWltaFBWt6DHSvdcsBOnbzSB4PVXnTlFREW6//XZ89tlnuOWWW/Dll1/i+uuXXFgZ6b8QLiUafyEw2GcbUx+tevK8GRzxQAoeOEnoC53QnizT7n7ApGthYm4hVCnVhq8NbAdzQ2Rl7XxhZGQigcrFQk0jQHNTVj6s26lTRHOb0slQgUE82676gJsGgyAqfxEMtGQj0UGDGOevKEZxJoQJBvXBu6pZcCPyNq/GYE9gRl+Ff8pzac1pE4wZPhCNMEdhYaEM514oiDP9oS0S8JKXT3lYDgirgjnON3BWg5VvJwcHWFiaIzQsTCr0qkFxdRTUAG5W5/56OMOglT5oYCAdAFIwOEjKgIyVOAZWrPSxrc2qOF8Tq8KksVBIQZN2wu/nIcrDmuuN1Spd1JSegofG5i0bxItg0+b1HYcIkznyuhvqquRQ531nN4E0OFa8Or2+C2TUpw1WNDhU69YRNEuj3ruKCsX9g5U6JpwMFMjd7gqkXDGBpc8M7wOlZ6WjYWgkVCiahXr2iRZKlK5BV3aoIoZPw+ix42FoZotWGCAkPEp+DrsZrMJqgsanlDXubbD4Qudn774Dz+vn0DciZv2XMjxPparo8VdIR3PBHS9jzLzbJKg5svm7npsitrVJ4Mszg88Yg3jOdqjWLyvu1o7uIsn7wX//B6PgaXTDlK+ZmVuixKF3ZWx5jzm/wGrwkc3L5RlXgXRB0rV4Lf4qYAGOFOOuutR8Zqm8R6qXpmALz2HOanDNkvLG++jvH4DS6kZ4OFlJh7qorFISaXU5+e7Ac+Pm1crfP5zT/rnWVjmjaWbJDgwLVaog7vGxwI6blORk/DIr/JFrgWcmAHZDl6LBLgT/+te/OoJ+zqIw6SHNi0kSaWxV5UVyFjj7BEmCquyd5UJXZJLl5+eD5uZWmJoY4cR+0k+VQhRV/Lgfd/XeWBRiwacrOPYg0eA5e0Uk8PJ+B1h6RsLMJRgfLFuP97/+Ha0wRJ/QaP1+ULvClot3HzQ0NiOwTx+xE2BRhHESO7X6gnskhRnUoSQaZ+hy3EvYzXj++ecwZuxIvPDicxfes+YvgkuJxl8M5Ml79un6MFdHeWGmVGMokavS6FdJtDHLHjjlWqkyiiOrHmCwxo2hp1re2qhTF7OjwRkMBvjsYgjFnz4azYpLuLo5HzsF7How+eD3dwceLORqMtimVKQ2HjipWO/MAHzsgEc3AL8mKB2VrkAVJzRV476RSnLBik5qKcQtNt9+LGyqk1BbWYaCiyArzwODVXfO6DAAtnVwxpV3vyyVIR5urFrxWaqvKoaFuSni4hOFVsXum7YqXUopEOhwbq+FVWz1iiHBA7XvoMnyOklbUFFn+JyTQkjqFw97dmYoIcvESTOAZqDLKuvIaZdj4sgBaChK1qkqdq4gtcq8XVmFLrtXXnVFx9eoYsREiapEBjT+C4xWfr+BgdBdCBXl5WKBh2pVydlD8WlHt0tCTaoX/6TbLzst/ODrozJNd+DzlBUfI12joP6jMe+WpzF+4e2yL5GOZO/qKwkfv87uBpMS1Yfo1BuborSiCrY21sjJyUdKwgnxbmFyZGhoLAURdfA55dwZq6y9DRZz2tAmPO7zBc32Dm9aJt1A7lMULjC3sJD3wyLTuYDJC5VzHFx9pStOZRyVESwHmx974kk89ci9sLNzwMlD+9DSqFAT6+tqceBA7wX9pN72m3iVUCpP7PxJklYV7Fx95fk/tfc3/FVAKjE7qDRc0wVSRm0d3WV2Q9faLMiIE3U0esHwOazMOooGQ2tY2zrCyxZIyqmEkbGZdDJ7gvpm4LLvgEl9gIXhmoyGbXBw9cHNk4Ow/3bF6X30p8D/DgImpua4LSQbZbb9EDXjFrz55psoLSsT9TJ2q1mg5B7KhJfJLrvT5pY2sn64d3Leh50TKhWyMEL575LcNFRUVuF0/AnpAFNUpDgzSTojxdlJChNCS1eD65HPI4ssXaEreVt1itt1o9wxe6gvvimbAAuXANlDjUzMUVVRhpL8DEW8I6HrpEYFJemajKLs05Jc5BaWISgkQuihTPi7Mgfsrpuher3aBFssLS1F8vdietb82bg0o/EXAxc2N2QGAfqalikc9B0SCPOgJm+SASOrSse3/9ijoWwujPTYPcLfp8zfuXKeGQzQlOpiUqdMVIlGO6eTg9/0y9DsYPDzdAzncBmVProDW6msApFCkp145mAOcVaUpKgg9dzW7jdKdZBXfYVHEjYmAa9MAQrYYbd0RlyhCeIPbcPU4W3yXvIuon8V7zVndGZcfj1y84sRGqK4gbNSw6HH9cv/K1VJVqc47Fqaly4BDf9UTyr3ZwEzBvsg37bnUpmsyqoOdCa7VEIhpUGG8dSqQ9zcOcBJhTB3/3A54MkzPisYkIpVMKIGDhf1l3vuvFHxQXj8gXM2WdQF9aFxKq5cc/U1KC+rEAMsZXA3Ci2pJ6QqyY4Kq/2sgHKt8YC/mEZ9BJPE1tazD0JWnTMTYuAXPkwSBt4H7kXszFCZjAHLaT3knekvwSTdxNRMVLu8vX1wuKFOnhX+PD5v7ETx3+rmntKVCuuP8gojoKEKeQVFiNv7m9zjzFP7xWWXA7J081XfnxhwU6xBndLXWyAtid00mZPSMUPXEzQ3NMDU2BDRESHISE+RvZJJl9ngyTKgX11RLJ41TOi724O5Z5fnp8PJO0goLZxHCh85G0VZ8fjwv//BFVdeiYL8fPznk49hfOg9rP3EHmNGDsGzy3pHxpbd9LDhs+T5OLzpm7MU+RhwkRYWu3OV3iIPFxpM6jmvKK9Jxz4UPe4KSYrj9/3e5c9qaX+e2RWmap1ZcyGKK2zga2OCIA8bZJZXoc60RJINJpTk/euL/HYH928WAnsylX8TEc7NeGfYQdS3meLRU6MRE5uI2mZl77h7SCNSq11w5aNvYMeOHdh94IgkDXw2WMikoIyyfvj9BvLahZrb1ib0L3YxSH1WP/8peU7RDSYjisT1celisHOmeO5kSCKlrtjFSv2sy6/D5jXar3F34M9mIsTZGHMrG1zmkQ7DhlI8+Uspmpoy5evho+YI1YuiCSf/0P9nc55MkVE/jMbaKgydEITq2gYEhEZhx29AcZYi4tHdPAzB80WXYqg2HOxKqfD/KS4lGn9BMPjgUBmDq56AASEr7qPm3QZLC0sYNlbi8DkoP3GoUFEVGqW8hnMYWuImcFGpU0w0jAAT6n5zVqNZkcFjZ0G9o0EczQNG+CgJiD6JBturI6P84BYyAvmDh8OoNAFBed+hsrYRb+9u0etnaGJCsCXqazNxWZjS/SlocEJBSRm+29Mol5uVMB7JF4I/3R0Ks1NhYe2ChPhT8m9WaiqKcyU5IvWINCpW5n3Dhwt3n21mlSIHr1XwmIV48OXnYWRq0aUxlLbDn0EKjcyUrpq1BOXqs0b8+ZxLYgJRXU4azSAJAjnIrI5r73gckydNhJ2lGZxtTGBpbgJTUxNJMrrSkT8fqA+Nx8QcwrRp03DHnXdgzpzZeOqpp5GflyqHMYcOvUIGwS9iBJIPbRY/AXbMWFy4WEZ9Um3rQrWO9BYOaku1rjBLglnFdNBSqoiaIgmaCQyLJazQs+hBzrqXex+pNKqMLnWB3HN2yjauULxc2N1lwuIbNky6WayMKvMtvvAJHSwdWPXuI69hVwpX5woGXExkGKCw8HC+8Ow7AEd3/oYNX7/a8TlVgsRuDk0ImXDxHKAEcUNNJcoLs4XKqEnfIdjVYyBIChXXgp2dHeKS0uDt5oRdu3fj6RffQsaJHXhpjjNqS7Pw4DuKh8H5wj96dHugtV2nKWjUmAXC9e8timJvzWWwcq3tNbEAED3+cqF9qSSdGTTrEoMguKY5A8l7ZlNXiNycHPTz9EdkoCdW7kxEUX2SrCeui54kGsT2NOCLw8C2+33w2ukhmG0TA8+2LDy+Cdid2Qgj44Myt8bB7Vn2x1BUb47whQ/IXvftz5slIWDSwDOZipNc+3VV5RIrsJCgqroz8OYMFOl3pE9pQgm+R0u1nx0Rrk8WUMimSIzZKMkMpXh5gPF6bdm6Sfw37r31Wr3PAEs7Z9g5eUpHhecOZxiLMuNxR/8q5GUqxn0Eh9Y578QZM9K89AXvLfcS7l3cx7z7DhA536L0kwjuNwzJKZkwMbdCU32NFGj5erqiLvN+c95Im+y2LmR1Iy7y/xGXEo2/IMg9Z/DGTJ5DZj0BfQ+8PNyFulFWbi6bzLkEL+StUmnFN3SIVI17CnK0L2ZHo1aVaBgpSUdjq9JhYHdDM9HYnQ7MC1O0ursDN8znn38e/foPROypePSr+BnW3q146ZAfSuEMu1Az2LUHIlL1rauSoEA9+NamsDHHvwyf7zbEjYMtkFttgJKiAjQ2AWntMQS70GZGQNXFu4QdWL/yUwlaGLSplHw4FEeaEjddS1tHqVSzBd9nwESF6tfWjIULF2LRokUICu4jSUZPA/opV94JYwtbuFxzH/at/w45SXlnJSIcYOQBwJZ8UVYR8lPPDvqEgmLmgKHRIcjJL8amHTsQl5CM0rJifPTOCyKDSM31+JQsOdCYEPNZ7Y3ZCHVVog0bNuChh+9H/wHR+H3tr7j77vuRnN8gAStVd/qNv0I6A4VZiQo1rH1O6mKA16imsguZF8ozntglnSxK7oowQEGmBEq57TML2hINcrbZaWIywCSKVePNK/+L9d/qd20lcUw+KokCVZMcPfrANzgKtnZ26Bseid+/+bcEtKSzcGid9Ab1qiP/bu/io5fXUE/BfZRrgMGKLqNHfcEhbV10Vg6RMwBUF+2gjDOH3UOGTIOxmTlaGhtRWZqnmHLmp0snr7aiBK6+YVK17ts3GFl5xTiZmI6FM6ZKEHhNRAOyq4yRWmiFsvqa83r9rNyHDJ0ugWbMhq91dipChk6TQEwfpb6LBcpy19dWSXKgCdI0w4bPlM6VKnHiGUAuPfcymjdOnTLjrP2Mss9MADmUb9eqFLtSMnMRHByMomZrKZYwCWT1XZs5b3f47LQPFn+yDi+aWqKtpQmHD5/A1f0LMa2sDGXtHwMt02BmMgnVYTdj3oxx+GzFGqTEK3LopDixQt/UUCP3IjfleMf5xAREZpAMDCRhVO8uqoPnABX0VPs/i5FkUHAP5UwmrxeTD3bhrrzyCkkyujsDuJbsnDxg61KLoEGh8gwz5slPi5UOC1kKT4wDYrIVA1uCM4Qhw2ZIJz0z7oy5XneglxELFEz0SJkjnTW/XQlsx9rv5YPXKWrsfBzd/J0Y+LG7w3lAXSCLRFs3g8kcDf7owq4N+qjX/X/CpUTjL4q8lFgEDZwgh4m+HQUuWi6mquJsuIVFozArWYIzDvmyCtcTI5sORRNrOzFro3FXb9AyLhRqGxXPDM5fcDCchn2cx6DpHU3yiIb22YzjBYqRH437dL5+AwNcc801uOuuu1Cck4r9n94JV/MG7DcYj9N5bTgc25nXy4CcFBN+sD3uYhkqUqZMdWSD5nBZbRUaayrw3jWu2G0wCa/NXY2K6hyczGoTJ3CVlr1L+2AcXcQr/oREgxs83z/b4xz+ZaLJqheDCnYweBjzoOHhSTWqqYsexIsPXg8rcxNs3LgJ3/20Bi8/+7AS0NfXI7eiRQa2takFqcCfCxNL4eS7B/pg47edn1XSikiZYceDVBtt5m08RKhkxN9TUVKAr3/ZhtPxx/HLV+/K80hqw5x58XLoHY+NR2FxubTmxaTJxEwCAb5vdSjUnjOJCAM6+VPtc7rUwNRnNvhzP//8Uyz7fjVeSmfFMFcG6y+/6xU0VxWgqcUA82ZPg7vD01i3eiUSExPlIycnB97e3r1e/aJnQE03fjAMSFhosLB1QlVpoRzw7C6QdsGkg0mFyjdD5aReVpglNDAmJqyQ1lWX6Z3Aqczn1OljOclHEDl4NOrqGmFp7STUjtZ2kQbSGd39I4RuqvodDLxJS7sQiQZBx/pz6Targ/MKpKD0BAzW1ZWaqNxFXjyr5JQU5nRuc0MdfEfOwKJb7kNFWQk++u53FOXnKOu5Ig3BkTZASw5WNA1nueWcXz+TFna0Eg9sRFWZduNLgh4fpJtSReuvAiZsvG6HtLiRc+6Ag9En/1jdyYOKa4/BMsEC3hdffI7ly1dgy5YtndZjfvopSVIc7SxRV1uLvPJGBFQVYMC0pYiKCEPs0RgknTom60S9E6cPRo0YAkNT5TUYGJmgsqoS1dXVcHV1RUhICIJaTsHewBZlwUthYG6DA8eTUN9iJB447GIwMWRHIjP+gMhJqye8pHSSDqvLxFQdhenx8AiKFnq1qgBlYWMP9z5RyEk8InLoLFBG9RuAlpZWGBkZdqIH8ZwUOpSzh0iLM2E3rM5CZnY+Th/uXLggvfn5iYrUO2ljyuv1RGD/sRKPsCChD9j9YBejqbFOCo88C2g2qq3ryXkTXpPQ4bM6KHO6CgtddTP43lh01JVo/NNwKdH4i4JVBWbs2tQMtMLAQDjVVHLhIlIHgwFu+lSYYPCoSTPpCtyAWAFq6CG39GKDHQ12AOraXcCZaHCYjsmHucmZOQ6a9pXXKzMcDOi76mJEh/dF/C8voCp5D9YX+GHt3jgYm5xCYP9xMlysHmBy0+XhpM0kkXQjBgZMQhYPtUGKQSj6WefAzbIVR3LaJPmxMgM2t9Nbg5yURIOvv/JPoE4xSGTgz4CPFWwGmKRL0XAraMB42VgpZUrw0PL1csfWvcdQXFaFD19/TpKS2GOHMLB/NGIOxiAjQxnS09Ve5lAelb1MWmvg4Rp41jAfh7hp6MZWf1ZizFlKRdzwWVmimzipORyupkzqWvX31NoqVcfTCafkQ1/wYDTmjIE4xip/Wlo4yvCtCZMTUzMJfs/AQNYuA9+MwhrpnDDhqq+vR0FBCe64eQlmzpiOr37ejvrGZiSeTkdESIQMBxYUlyPQ1wOzZ8/GDTfcID+toaEe7h5uYkDYExpad2DiVpTd/b5CueCw4bOlgFGUnSgmj32HTJF9hjMLVCmjd0l1+RkndRWYkHCQVB/wGvIeq1cHmfjxvlZVVsLewQHlZSUSFLGjIr4ncQeE3ukTNrSj6sh1yNdAihcpoL0NJtdMskkp00UV6g6kmtDo8PxeR6UkYfxQzcTdctd9uOHG6/HTxgOwc3DCF+/cLrK5DM5muaXCxMoT/9tchRZXZf5JnZKob4JEGVR25A6xi9EFLO2c4BM6FEc2dW2AdzFBSlrfodMkkdAEaYxMQKgspTnnpc6pb2howKlTp2R93n333SgpLcb6devx448/ITs7WxJrL3dX5GSmi7w5Z5pM3WzR3GaEyP6DpXDA4oWm+WV3iG6JkeF9mtPxtTz33Asd+8CkQGCoD/B9yQgEhrXAy8MJrp5+SIw/ieGX3SqiIse3rezkmcMziUpanMfimtM2tKwNDJ65VlWvn4k9uwBc69kJhyRmGTp6MgYOGoLnnn8JdbXVOBmfghYzRwQN6it0TSY0lNFVDYjTD6NYo8HG+clnJwKfHwJOttdDuAdxZo/D6KrzpztwnVIkh11CQuscnwZSj+8UVThSdNnVYGKozShUVzeDMLOwQmNtNQ8nXMKlROMvDWbXdDTmYu7KBZygmgSDLG2ZNw9fUjJ4+JKDySCZh7W+7f+MU3sRNGCiBBVd8WzVeax/VqJB6hSVptgDYvuaZn1WpmcSDVZJytsHwsNcdHQx7rgNSF6LpA8fxee7SpBlNwbZicqBzgCSHFZu0voOnfLeMQEJcmhGlJsDNheZ40Wn/SisaMKpAoXqZWFyxk2bPh+VDYp5H//8cxINpbLP54YD4Mph1CSu6FRrUefB52Umo7q2HmWF2R1Uv6TyQr0cWlkJd/UNEZlZmrOpY+6S+2Fo5YSqygrsW/v1WYPSpAXy8CFnmEEuEyIGoudTbdaEDCyzIwX9gzJ2VJiQFGWZYcGVSzBk8CCcOJWEguIyPHDP7bj6yoXirAvDJpibm+FkXAKsTVpg7+aPnXsPYdN3b8HBwUEqlVdddSXmL5jb63MlnH/Rp8PJ76mvLhOu8v+xdxXgUR72+427u7snQEKCe3Eobam7bpWtq62yddL9162rbZVVVy+lSqlQirsHQiBGXC7ubndJ/s/7+3LhEmLQBEKb93nyACHJXe4++ckrLGapHXB0csIVv/4L6mtr5Pfk+9Z3a8GpJQcaw91muAVOkvNKW/Bot1N0zKMGh1sKbkh4vFBwyiKZ1yIOYXjD1y38+f/ctmhpESONUvK5Jy+Uwcu5mGVY2Dqi8kA3D2SEoKfXhdWrliM7twBllVVorFRJQcsh08QJkQiyKpGtaXqDNfSakqUwJPVxOKAwOiRuqWh0kvd9O+Sgil9PRyOGno1kgOJPReSsy4Tu0/f5S6igsZm4gQ2XUx8QGICNG7+Hg2MggoPvx0MPPYycnBzs2LUHPtUtqKJBRpeSet3eWIXcfH20VmQpm+CWRil+h0uTZCORl6/CokVn8vqpNbwkxAzr1JfBxLIBO79+Uz4/54p7YWhmCeOOGhzY/mmvnydGMb4RokHpm6MzHDBfgywHZhgRecn7EbPoJtg4e4nr2YsvvQoYmKC6yxkZOUVoau2Sc4VuZP2xM+i4SD2lFpNDvfCnG+Lw3OfxSO6mRZLCRGcvbjFYFw0FDil8wqcrQZatTXIdORuNEMXlkxffLE0Rh4R9w0CH0mYYm1mdvVX1zxjjjcYYBz3tXf0niCvEQOBNnZZ2xUNoMTjh482FE2QWyvw3NxZDFQOKo88+ob/QArW/r/fx8ZHsABMTE5m4/P4f7+B8gkU5a2NuB9h0sEwmPYrXNS0Zprm7oCdOlCrpq722GH/9C6a7taJ84/14+ftUfJuigbG5NVwtO3utmymUs6UNLAP3hklH8/AJwCNzm/Hw10V4evkmVJU2oKBGAzNjxd5WN0mbG40TJcpWhsXBeYdQpxTbWh4jnFaz8KPtLHnjFOuy6NMWqqQmsbgOjJ5/Vg/DpoBe42wSdNfY/FkUmrfAHC4W5vD3dse2T7qbDD09pcHwCBQ+vjYtnf79vBmJMPACJ66yWG5nwdzahLST1Ug7efrcfePl53D5qhWoqqpFYV4GNn3xDuKW3oY9mz+U4nnykltEG0PO9aFDh2QCumTpopF3KBkkYKsvKMKeMO9KRQidcxJWNvaob2yGn68PctMT+024ZSEz3G0GN1CckPK8ItWTwla+Fgwo0x4X2oKI1y5OyrWuVyxsqNegeQCLAk4reU7y2BqtRkPruqOlFZ4NqF8hD32kcf3118HbyxP/vOduFDcY9KQZl+Qm4TcT3WFv5oi/b2iUpp7TWRZiw9n6MJPDL2qWTJGHcl/SInLm5SjOPHHWVN3RBDemLBSpX9GCjTNF3wwIPXVo46Df35dTP2niRLnXaVFWXip6jMmTY9G1uw4W1vbIrOxC8r7vceDoGkQvvAE5Scel4OaxSStcXud0Nwn9Cc6ZSbQyBPj9Jhqb9H4OMR4GuGWOKz6omoe8tMNyLnDgSC2Gla0dggP90N7qiV3ffdAr7FSjbu25bp4LKAR3C4jqoTFyYEmLXw4jj23+EGU1DbCyMMOvbroCa/6XgyOHMwa1EqdWkvdAYlaUFz5YtxGGJub44Lo2vPzyf5GYUYraJrWcc7quVgOBjRQpcKS20hK7P2H7UOD7krLvW0TMvlxc3By9gnptUWSbMYgInYOcn6rj+jlhPEdjjIMXax605Pz1B04UJSX5LEKQ2NlzPUgeM10keOHrTf84E7yB8zHoMtJfdkJs3OSeCy+LorBAb5xvkA5F8Zg0GnqAlYnyOW1N1aJRqFMEC3vmXnByf8MN1+O7N/+Emc3r8OHrz2PxcyexPlkj3+viF9mvywwnY3zdhkoM5uvKaezdE5vw3+0lCLRVI9S+DRUtekgsUbYYQY7AMR1WGhska1NlK3NhNho6L1q3owppd9yE8WZdX1EkBUvfC7MEPnkGDfnz+ZqweOEanY2vtpikgI40mNilt8HZKxgmXc1wcbRDTnqSvE+cUnPDx9ec9EA2PZI6bWAorzF5z0Nt/i40XF1dRT+SGL8fxw7vl5sRKV8U+RI81lgo9J2mPvLwoyNGm2KxfjZGDZJ9UVUGY1MThMTMQYdGA0d7G+Tm58tGgefBuW4zFBexGHG5YgPJRF6+Bty46jaf3HaQ7kG6BsW0upkTpHHxmGWwmm4xNBLBowOBP595KMPJFNEFN8oU4o4kWKAy/MvMzBBvvPEqjDrqpUEgHA2bEWxRjR1FNmg1tOt25TJQKCG+OuEMfcCGL2rOaqF5ndjxxbBD9kiz5fuupXSNBVjZucoGIe3A9z2fMza1RMziG+X4pd7rbKGlUxHNzS14+C//xlX3/hW3PfQ3nExOQ0dzFbw9XKCqU+ilHNawCeD1iUNBZldI9kQ3tIJzhn1qQ9x4BX50tpIS3jeXKTbYBb9b6oe38yciYed6acxjFt8sWoSU/d+hoSRDxMhJ8QqlkLk1DPmjpoL3rnNtMrSoKsqR67EWpC5a2drjzsdexKn0bGw/cByTQlzw4ounf5/BwvoYVjvJFXjoqjhpMgjWE4899gjWvvM8Xnn6Yfz61msQHd074FQXdCvk/YEhjLyGpB78flhNBp/blVeuPuM5Ut9CLYpvxHTR9miHbxy60YVxMLoZ67LzFbx6MWB8o3ERgCtWj+DonimVLiiQVZ06OmyOpS4oouRkgycOhZWkaJF/O9BEmE4ZdGrgtDm/j5jtyOF4aDQdPVzytKzeoWvnA2wMGMLXqlZoUyzYaeHIqZCeljrV3WjszQfs3Hyw49unEdB8EAd2f477Xt8nia5asPA1MDDsd+XKSQ4v2JyUDeRKwbWtT/g0+LcfQ3lZtTQW9ENXd+qhsa1LnuvJUiXrQ/uKs1GioN3ZQtloUMB+oTQaPf/uZKDfKeHicwNGncS8q3+Hy66+CbkZybLRIJhYq6X6DXQ88jWlc5SuOQGLNRYCLCD5dzYQXMcTG/T05YZGQwPyf/sT8ZGnz2nXxTBBYqNBXvSRHeuFB8zXgec1izrSf+iiRecgrbPLaDiUsEjvT0s0EGi929GpgZGhsVwaKHDf+tW7IvSlhodFC99XrXaGjmWDObX03XzUlavkPGpuqFHe336uP3wMWriyUG+oKpavT95bLMcCj7X85P3igKYVqFcWZYtQWhvuOFrC8ICJc5FBTdwwt2jMnDhXbcdA4BRcNwAsLMALSQWNch79Kq4T9fX12FIcAgcPC9RVlggFhZNhhkZys9HXHY+DK6avkxran6vbQFCybfxxbPNHGCsgjSt0+nKkHvhezjtt48HPcft5rnbSRSVluP03f8Ss2XORmpGHnMwMcUqiK1mpZQXMDE1RWpYpjQZBgTSn4NwokOLMQpT3XWZb9BWcaymS8x1U2JkDFOo41HPzN23yBNwdUYmn9hijoGCPNOfWTh5iWctcEG6pdv2QLy5KfBwOLkjXGkgAfS7gMcyA1B79aFcXHOztUV7TCF8PRySfTMTCacHDonz6+3ghYk4cLCvj8fgH8fjuGkUPo4uQoABMm/IknnzySdG75eXl4cSJE9i9ezc2/rABxmbWCJk4HS1VeahI3AV7qOHuApgaAsbUaep8kPWg/XvM1BmYc///pLHuTwPHxowmFTxm7Nx85X0kpXOwbcY4zsR4o3ERgNMKTvI4odO9cXLKzGbhbMTd/YGUGNJQGHZFm03e0AfiF/LznIqxmNBdJfLk/PijTzB//jzcfPMtcIlYgAsFFueGBoC1CUSQF+ygrGd1Gw07Fy90Xb8BfkbmaGmNwaOPLu3VZBB0tCnNSx3wcVis0dLW3s0f1fQP1wFvIhTyN2Tvw9LpLXh0E3DDBMUBiz7nx4rb4W0FRBkoHula+NoBeTWKToPP90KAN6O+7ktMoHf0DOwpKM3NLZGrKoV/d6if8o1dckyQ/631n9cFbRA5Ic1POSQhfCxMyPlvb22RAoz0p1MHN4qTDbdmDu6BsOfFvSS3x8moPztUFqrnwjW+UI1GeXm5TBtZDNN7P/3IJtGfcGiQtOsr1JbnCz2Inx8NWNq7oKF66AKcTjUM5+O1gToM/+BIGBpboaKiQpoVPX29bqvbyfK+cqPEbQYbpIGsnfs24jym2pobZVs6FIeaxQ0bUm60eIxSGMpin+BjluUmy+dInWLTSfE+p5wD2XX+VIgGojhHxKLcEAwFPvfhvO7nMl1vaW2DmalCW5V/d5ogMtAL0zzz8fgWDfRcjcTJ0M0vUqYubDTYiGjtcLXuOuHTV8oktj9R9GDghoCFZ+KOzzGWEDFjlRgYaPVdWipYyv5vz4nCxveQjRgL/oriPLz67FNyLSO4TeDgINuuWEIqbVx8UatnzzYDNeUFsOp2WuJWmJtfnlfk+nMTzPdMrdbAyMhQ3sPq7HhE2QMf6VxG2dSHBfrgV/6n8MR3LYCtD8JnXCpOfHSIy0s50KuRWH7zo7h+9VLs2HsYm7//Eq5+UdKw8zoqDXpnp/L37n/L/3V/ruf/ev7sUD6n8/kp02di4YorUJKfIcOmKlUajOx8kHTsoPxu99xyOUxNjQelfHp7e+O2F3+AgbFiB1v48HJ8+derMGHe5YhadIs0AJq2Zmx4ajn022rh5+cHDw93uDs6IsTBGtddZY3WVVfjx/0paGpIwamak2j1B9rIXNWc/pMfNFjR/lsDA1x3022YctMd8hiDNUQ5ibsk8Z6BmhxqcAM92GCXQ7qRzvG52DHeaFwk4MSWbkf0pic4/eVNfcSEr11dIrJiwcy0Z/LwOb3uL6mYN1W6dPT1sD9y5Ig45lRXV+NCei1wm8FwWorA2WhoBWekTlEMTsyZESd2qoSJqekZFxhOglgIDRbWQ9A9hlkDbAC5ItcGyvHP7IQd+NfiLvx7v/L4l4YqVKkuUwO0tHdgcyawOBAo0RnE04Ejq1rRaVxIqUF/9DgK6jyDYkSvg/ZaNGsskJrS2/2DAjkeO33537yxUtNC1w9OPWkBzAaXlAK6lrQ21kq2BC2RKTS0c/GWYojHe38TbvmZHoHyf0OFwI0luLm5obRUsZFUpR0RjjhfF3KJ2XSQRsSCkEnKLPQ5SBhpWFo7SvE1EFhwegRFS6FJTZZWBLlpzYuIW3GnWDSz0FLyR1qFn83rAZvFAbcZenrSSIoFtJmVDCuCJ8+Dna2tiGX7OuUNBFXaYclmoN9/cNximQhrN1n8OwWp0rwd/lE2YGxUmekxWuAxyiwBJiPr6rj6AxtwOXdGGMWlZbjr/r/A1aqzh9/P8/e5m92RVAIklQHmralwcPNDbWWRNPdmVvZi3ODiF67kKIRMlu0S3+/h8OD7gtkDDIUbS1tF/k4Ezy2CWzAnz+CzbqI40aalMQclbBRzju8+w9aXjTcLcK0zI5u1jrYmeIRNQ/qRzXJ9kyJdXzkO2Bi31FeLGyQbDb5nBw8cFkbAX598AveHq/CkcquX84qPb2/Whds9TuBf+6xgExwDPUn1rpMNHifvWpCC6DdhDhycnBEZ4ofZcZHwswc2/rgZ/v6+SDh+EsUlyjBHT89A+VNfX44DFsn63f8mxY7/Vr5O+TxprzGTorB8ySW4ZvWlKCypxHvrFMr0rg1rMXH+NYq+4eh+PPjUa7DVq8H+vXsG3GYsWDBfmgyCVrAdfouxJSEVG9cchPp/mxAYEICDh3VtvenWpji2uflFYOWVNyEoKACV7jPR0tSAV9/5zZDvp4uLC5555hmEh4fj9Xc+xG/vv29IDVzSnnW4/aF/wcs3BA2lGYO6XvE6N9S14JeG8UbjIgFv9twmkBrAmxpXsLwpjDR4kWDxrGg/Jsq0jlNLTu51QWtJcj65ktWGD506payBwyIi0NlxATg/3RpXOk+RfkSNRmq50niQnsQNgbWl8nWmZfHoUjdDz8gcHe3NOBoff8bkipudIdHVJYJQ3sSoNyBPnBd+Tl9vnAjsywcK6oB/LlQyPbitqDC1wUSXclQ2Atv63NODHIBv+LBDSx3OO3iz1GjapQD+/qOXxJ+dxyUpAboWzHQGoVCWE242XJ4hcXKz4s2XDlb82oaaMpmEc5pEgTGn+/w5bF4l0I4N9SCdFrd7bFb6oxOO9Y1GSYlCGeNrx6adVEROWNtbGmDn7C2vT3NjnXC6+zpxjQS4leqPOsVCg3oLMwsbeQ/72zAUUZvEqXh38Bg3d7zpMih05qpfwcXZCWERE3B49yaYmltJ06IQF7u6g0gbZEPL99nOxhb29rZoMzeTaTj56/VVpWioLhnQepUFGjM92IyS1sOGTNeulNfEyDlXyHWrXJUh16jRbDQIblU8Q2MHvR6zSKPxwWgIpDkVTz15FPt1KFk+1p0Is6zE31Ld2YrIwMQ9YILoQ+xdfeTvHFI1VJUibtntEr54bNNH55R9xMwBFsvn0qCMFtgU8P51bItC42LAm4mpBY5t+2TAcEFd8LjlPZYOe+qWZhRln0CljsZDF7yG8XijeYF+9/2nugXQq6kUPZPWoZDMAw5GKEInpcveIwDNDbXyXDnQY5o7szlWe6rwQQLQqDGAR9AEMUvgvewur0R8WBCJLgdrtNA218xCHNm021zSTrmtYaAjzWNcnB3w6fe74WSph9mzpuOmG6+W4/BcbLKDg4Pxq7vuQlhouBTqubm5ykCvo0PsfrWoUGXCzT9Srs1Z6UrquO7j9BW8FxUV9+Q20Qp8X1oFqtss5Djla5Jw/MyBiDZTiYL6j998FtPmLkVU3OwePcpgmD59Op5++ml5De666y4kJyfj++83DJhTxHT1pUuX4tprr8WMOZfgjbUb0eLphF0/9Hby0oWxuaXUReM4jfFG4yICQ2oW3/gI7B2d0VhdMipFiBYsCnlx5PSRvGheMHjya72/Ob3hdI5hUSz2OCFiXgJ9xsPDI3FSNXyP8JF0njKlxa0+wFsJC3tuNHjh50aBfFktdSrWSoWyt5ZjR2sc/Frj8VCECg8VdNviGhjJxaw/+k9/EKvN5kaEz1wlk1Q2ZaGOCmXrrzuAaZ4KJYoidWZ6VLebIDMfmOML/KF7aqWFp43iKU6dCa15xxpoicj8BDYCLLA4yWbRzyA3bigINp68eVjZuwgFiN0fbxrUeXA9zhRaTrZ7RIT2LlJosiAczjHN7yV9QRymLjKw0UhMPH1ckWrBDQ+Ld7Fq9Q4VCkZZnuI2Z32e8mu0id4UXWttK/sDzwk2QBJ8pacvdA42Gvz85PmXo7mlDc4evuLZz21nfxNubm34f21NVeiytUZDpeIeJmFeDq5StNFSktcaBpayONfNHKB+Z9KCa3F8+6fSnDp4BqKqMKuneaMVM1OrGR5IS25uT/oOSkYS/Nlswim4JcWwP7j4RfUK3BtJsGnr23D/fSHwQbwaRi5hQKFy/GipUjkn9mLOlb9BzKzFqK6uQZkqC+nxm86J7sFinpkBpw7pptZcWLCYDpu+QmiYbCo4ZWeDenL3V4N/n6Eh3AMmCSWZ1yzqERO2rhFq0mDgNbDgVLy8fqTr8mXkoKugqhUd6lah8HFryZBLbj5oE8zrJZuZ/Nz9cj7l1lVK+J59wwmUtwFZ7W4Imhwl9xZzIz38NigNa3ODUNJqhtry7O4hy17ZGvNc4faGAyCKtNlkUHO5ae2r2NhNG6Qr2TP/+sc52WSzOdjw/dcwNjWDRq3GvffeLyGiy5Ytw6v/eR4lxdWyIWMjxeOfrk+i8ZEB3DSF/tTeKj+HzpQMPdQ2O3yvqqvq8N6nX+PgwcNoaNOTIUd/gxBuUblp5WORvssNOIcT2lTvQd9bfX3cfffduOOOO7B//3785S9/Ee3SQBo4JycnXHXVVVi9ejVsbW3le154+XUU1hugvnzwMFAOFMbSZm8sYLzRuIggzio+PqhraEJIeBT6n6+MLBiqw4aCUxVeUHnBVvzu1cJRLkg9JFMUCevq7JA047CwMCTmnZ3t40iAieCWlkqBzgs9Jy70MWfjwUYjvVKhTlEM5mgBFKlUqFKp8PQR4LNrgEdnAc/tA5y8e0/ohwKLRKaAN9VUSPHFx7hvKvCnbcpj/zpOGc6nVwH5tcDcqBr86wjgb6c8T13wOTtbKongFIuPNbCQ4w2TdCdS7Vg0atpb4ODmL05GWg3RxMlT0aZ/CaBuxvYvX5cbDVf6dJXiTZYFII8tNh18rYfbNLMY5XGYe3LfORkgXEjwZsdpoJY6RfB34OaMBTud4Kj3obuSobGZVCyks4xko8HzWDfw0NLWGW6BE2VbOhhNTRc5J/cicNI8FKQfhV/UzNM0ubY6wNweZUX5A07uRTzeTdPc9FmBUEK0dCIeW6IX625Y+XPZeFB3YWRqhram+u6NRykqC7PkupN2eCMmzL1SdDxd3VtUpalNE4oV6TwOHkGD2oOPBGj/KtkaA/C3ZeJ9Du5GQ4FFHIst3cekbbePLXDrug64B9fJ0IT2otSu8Hiii5y1lTVaW9sxMTIEH+5eL03m2W5+WNiywNVuDcYKwmZcirK8NLm+0ImJzTyNOwYCaZ00DuAAg5uZ1P3fobV5eI0pN998XdloEmw0uFXnpbugFigtTpZjXvJ9ju+Sx6mvLpVzkMMSK3s3uW+6enjDpKMOkUY5+EPrdNi5dMnnbezsca/vCazLd0dqcSu6uorFNY7NNFkHNBvhOc0RGXVsLNDZzPAc0dUm7du3vyd08GxtstmUsMkgDI2M8MQqHzhPvxU1tdU4Gn8QLQbO8A6NQ8axrfL4PB65HeWWk+c0XyMOL+bNmytNhm6zY2Nrj7YOPXz26WdyD6G7mW6wIMF7Kn8Gm7XOrk55j87Guvr6+/6Em6+9HME+rvi/v/wRH3/8cb/XOXGfumo1/Pz8MW3qNBGdf/vtt/jyyy97GhE+D76f/Zko6DYag9n5/hIx3mhcZKgoyoaJjSsy035asuzZghcQXtysHT0kHbq2olAmPpzmlealiAUcCwbSp2bMnIPODb1dqQbyCR9JkBrF4pwftMujlS0LeVoDaqlT/FycB1DbAmg6AVdLZdNw/w/AayuBsibgoKEHMnK3DLvo5UWdmQG86dMBZLX5NnyQ0CXWtLdGK8+npQNwMIPoMrwaLbAwANhwmlYrcOj2E3fhc2o/q6iD8wrygekuRXoYaWKkF1B74RUai8JTbXKj8PQNRllVLZzs3WBgYASf6Ok9dBh9PX0YmFmgtrJQCrThgut12jGzaBiN1OfRxoSJE2BmboqOPoUoX08WepxsslEzs7aXST2n/ubd9CRt8f1TwSKkqb6yJ3eEm0s2OMMRb2tRXZwNdfg0OLj5wMTIAMtvfRx1RWn4/qP/SLHNn9lXv6V9bBa9WkcxNp9aIWZ/4HtMlxd+ECwEWWyQfsdzzzMkGitXX4eiknL43fs01I1lPQ5o3LbxdWNzS4oXj53hNFHnCk6zeSxz4trXapyTctJZmurO1Lv9VPRNKOc19q2H4vDSV/Ho7FKJfobNnHbj4eHhiQlT/yrbXnNzC2SeSpHXNyh24Vk1GkzZDpu+UrI1hpr4n09ww8Jjo6Y0VwS8A2lOpEkKjpVGlkUhLZLPNmBNdJJ2Lr10krQl57CIwyxu0DmYY1HK94FiYrGzriiUAQsHDGw2qE+aOXcRXHLW4N8NM1BfmwS3wAnoaG3AHa5HsbXUG7sSFe0kNSJsovl7WtiwwdCT5pZsA+1GisVw321vf6GDw4VuMnpHewv8lz0MPSMTodl9+ukaXH39XWjUGMpzYkPR1lSn0CNdvERwT2tYNga0q+3sJHVMT35e4skU3PvAYygsyJfrH01CmHivC9YbdDuUawkZCvnpw87F4Kadm62yWjV+2HEYmw0M8O2POwZsMmjDK79jRweee/ZFfPTRR2hp6c3M4PPg70OtIo+Z/sDr1EDUz18qxhuNiwy8kXJVSg78hQBPcn7Yu/vLzYnTaN7oTM2t5ULDRuO6G26CIa+2Oli4cCFef+NVGBsrLhQjlQmgCzYM3CCQKsVGg05TtLylTaydWbcY3AiY5aOkcas7Thfz3DTQr/zBuRbQZJzAUPsMrm+lsM5I6BGMs3AK6UgErDyRUKKCmyUwz1ehQXGbUtEMrAgBNpY44TrHDLzeZ+lDAXh2lWJt20xnjDFsXMGUV1LqaBhg7eAunO/cE3vFsIDe47m52fD190dmVq7w17ntcfGPkAswb5R9i9DhgNsQNjZnY806VsAb2WeffSLWsP969p9ISDjec/yzQCAt0s7NX14fTiw7OjtE48CCjlSOkWo0oqYulDCvwPBo7Fr/zlml5eoi89hW0ej4eHuivKYJAZFThL5AESQnyOSlc8quDbRksjibJ051dcHCYrg3Zn5NBT9UGfIahU2ejZq6JnkOqRk58PPtne3CELZJl1wnWg4WLKOd1MstDmlwutbEhHtgtGwBRwOkqWiLSqGmbNkIM3Nz/HOVBgZ/fgrff09b146e1zgoYiJKK+vh5WqPN//5kAjZuUETB6Q+TctgiJp9hTRzo2FWcK7gNZkblvzkg9IE0dJW18yE2iQelyxqea1mY3jq8OBBfQOBQmlp4PoYH3CjwcESjUi01rY8/mhcwQ2LnoGRNMu0cibVyNnDB7FT/4IFFolocYpBWtlOuV4WZx7Do1ObsTvfFBtPpsvmoiTrJMys7YSu3FBbLpN+3fsPwQZf2Wac2fydq022tkl59vY47Cu3x2N/+EPP/3FDERLgjqR8hSrEQQKHkNyyMP+LAm8OHmiRHR0dg1279uCHDRuQlJYFA1sfmBt2orGtQ/R8unQjUrY5COFrJpkvPmHISzk4LEpSwKT50qjx9aFRSKCvOywsSFPLhv+EOejoUMsGXffap2svTKvoysqKM5oMQh5f4Y32bAr7om8Q4zjGG42LErw5t7U0iRvGhUpf5RRM7Ca9QyXjgMWFraUNSqoahSLi7ekCMtHJ5bz//vuxbPlSaTLOhSM6XLB54EWezQbFeGGGCl+WBTs9s7XJ4LamyufYeNAFyslcaQJ25ulhfqwHFjhnoNAX2D3APZc3DbrbcJKlOwlmXscCtwr8N38qLO3acV9MmTQy7Z2K9uK7U0pIoI9FMw72U3fQ0jatAohxVzYafdx2xxQ4eWfhyIm01m3L1NJGbhjzrrxXmuGsTAoGuxAaMxttrc04uuUzuQmdCzilo76Da/OLETze2WRob859j//K4mzYuwfA1sVH3Jw4c1NsXDvQ1FAtxdFPEduS3xwQcwk69I2g6eiEm4fnTwqUYoEpk+ACY/j6eCM7N1+KAxbUohk4uVe0PNzeaNpa4RkULedLX4ti0khIHzmbCSCdb2i+oNdWg7Z2U9TVVMPN2QHpmb1fHxaT2cd3y5aRG5zRbjQIbtu4dSONRQuGT6YeGF6q9tmAvxNfW+0km8cUmwzC0MgQf/jjE3jggQdwMikF+dUdKK1tRUV1HZzsbZGalKgIdU/FK1TEpH0IjJ4/rEaDrl4sADlkGEuImLlKGnKvsDgk7vhMoQjq68Pdf4KEE7IA5NaG/3c2rlP9gQ0LC+C+P4eNBu81PH95TyE4GDH0j0QJwzgZKmntIFtENg92dg7Qr0qHq3UV8q3nwNGjAMf3bsQDU9XYm1KGnSX2sglhI8jimRRBXgcpKO8vF4Mar9HQrvFa9d16FepNvNDe9iCMTRQKFItxydAyspNNNpuDrOO75N5AQTRzqOia5R0QhtjYWPzrX//Czv3HxNa6OP0YfAOexJ6dW3oaCF1DCrqFcSvJjTnZFGyYB4KlrRNCpi6XLQ/1XOnxm1GRr5jTpO7/ttfX0safhhHcDpHO2Klp77W1GYpa1lhTIdc+96DoHhfQcQyO8UbjIgUv8qQwNVaXjiolYDDwIseLLfnStOnjja8FFlLchwX6Ivj3vxdBVVVVFV54/kU88YdHz4kjOlyQGsVtBpuN0u7Bg4mhot0gZYr/720DHFIBYU6Kn3ZOtVLg86bAIKvXjujh0VDg6gil0NdN7OYUS9bfrc1nXMy1Ka7/3gcUNR3D1ZdEw8G0HA1tXWIvyaaG9rZfJAMPLKnCn/pxueTz+P4UsDQIyGm7MKngZxskOW/1PfAP8ENebq7QQzixJq+4obEZzi7OYtdY19CMkIBQbPvk3Ao9TqM5Jeam5GLFkDeyri6hUFHkSe51R1sLDE3M5IauUbfDwcNR0SH0kyUyGLhJYMYFJ+0s5i30WhHoG4SMtGQ5ljn1Y/PGAm2wG3l/SD+8GbFLb8GX7zwn3HO/iXPE0tnFJ1SuC6TrBMZcIvol3tD7S23n9JXid2o2hgtutjiN5lRS6w7E85EBiC593OJIoan3ZAPn3SNKHU3w59MVkI0xN3d8TBZP57o5GgzcQFTrNAZ9j7FbbrkVAf4BWHnFdXByNsLx9AQ5H42NDVBcWCDPi8YNdICjToF/8lwbjJrChpfW08e2fIyxBDpf8dwgnen41jWwcfaBZ3C0FLlsME8d3vST86a04GvEC35/4n42GrwH1fY5zLjVoB1rQdphhM+8TJ6XBGfWluLegBR82bAcBe99A2tbB9wUXIWTqeU41BwFFz+6hnWdFvP7hMl1t79JumwzqkpGbZp+vASY66vCa/cvw8oVS/BFErBp02ZpQgyNK6T5pzEEt9vKljZdzkduNWLCfYRClpJdIlu4osxEYQRYmRkIdYogzZHHIX8GqVZsgLmRGvC6r68Pv4iZcA+aJPTc2ooCHPjm8yHP8cqiTPnwDI1D7JKb5XrBAOLhUssoeOf1lE05Gztuo08/JYPxbUY/GG80LlJQ6MW1IA90XoAuJCj44sWP4k1yT+tbO/B/f3wIjU1N2LVzhzg28Ob3v/+9B3d3N2RmZGHSpEkiGm9vbxenKn7w73b2dnBxdsbhw0fOeuPBhkI2GrQXbFYuz2wwuMngKpv/9rRWaEwUg2s6gOxqpek4VKhsKjg5+UeZ4tpy8yTlZ56qPJ3yTSE8ObF9cUs0sCMHUNVzo6LBQuskWFg6iM94mDPwzC7gkVmKoxTpXH1vRATD/BraFcpXLm9ko1sT/SSQbkF+sb6RKUrKq2FhbY/YWYvhGzIJrfUVsLZxRnON8jo5uvsj/dTQgWb9QbIZfEIv+iTW4XCk5cblGSSNBRsETkKZ9uvg4S83X96Edf3yB4SenliecqrIzRJv9KQd8Obd10+KWxNODEl5o5i/qiRn2FtSBpWx+WHIZ9qhH6Rh8I2agQ61ujtngyu5LhmEGBgaor8FCr+GjdVwwWKEZgLa58hJKGlKdHziNs1/wixUl+b30vCwyZmy/M5ewvPRBKfmdFFjw0HdzWjlvFg7uKI8P3XAY6y6oQ0GLhPx+icbYWdnB31jczg6OKKsokqGQyxaeUzw/kE6DptD14CoARsNHku0C07cPrZC+Vz8o3oKP27pJi+9TRoo0opGOoWdjSM1A63lGbjyytVnnMu0oeWgjYMlXfBcNvKPktA7O0dnzLr0LhgZ6eFSsz3YWBGAgrYWGBsZIbZjDzJqKpFovgRODpbdGRkZUkxzkMdjmVvO/kB2wWheJzMqgV/FAqUNKpzc+A7+p5MnyuKelvYtTXXS1HObwXumHmlIRTmYd+9NyC2qQn1jkxxfXiGTUZGdAFMTE1TXNYpLFocO3NIw/JHbNWaH9RfESn1NcOxi+VPcLpP2ozAz4ax/HwrPizOOyzEdt/x20YisW/f1kN/HY4tCd24vqUmT4667ueHgg2yTcfTGeKNxEYNUCh7ovNmP9qRuOODNnTfybfuPYVZsJKytrbBk6VJMmz4TDQ31aKivR1tbK2bPmiM8yL4g5crewUZoOOei49BqNNhsUFRNwSOpUqRUWRoDNiaKVoMNR1kjYGGkbDRWhihCVdI4ONWtaQXePALJwbhnCvBOuhvabCOQm7y/l2OPFhHOisvLh91V3E2TgMamVnQaWiCz2V6CmRYGKtSpZSH62F1qS0+SXj+Dz1lXk8HJ2JjcaOjpSeiVnZsvjIxNYdzVBBNjS9TVN8FErYGNrR2+fuMvMt2iTaHWlpTi8bPlrvKmzqk7J+M/h6TV4XCkOV1jEKe5jYOygbB1kk0Aiwx+rqooa8DNA5sGNhfcivB6wAaDrze56tqsm/6GBCyM+cHHoPaKLmqc/rJAHuj7tKDTzLRL74GhkZnwzvl+s+hj4U/bYm5eSanwnzjnDB62Fpz2U3Mx1NSfhQufH4cBuiBtk4V91rHtktNBj31uVnrQ1YWkvV9j2so7ERa3QK5TeemJsplUtzRJ4yIueh0aeb20Lk7aD2YhnG26uOrUUZnYsuFL2jN08XK24GtB57a+22zJJigugW/ULEROCpZCrZV20/BDZKQnmppb4OrsCGtHNxkMVRimyzHADCA2m3y/tbkO/YXysdDVJmGPBVxx5+Ni7CHb627qXgbDH0fpesFhU1djMbZs/gGmZqZQq9X48IOPUVCgQkNDA2KskuBsUolctQnc3PTlc01NyvtE+lPkrMthZW2DAD9vONUdhabZHJnt/uhCB2KNU2Ddpcak334N59IyfP3hy2htbBQqHq+l/b0nWvB8ox5qNKfpPNKYrM2sJw7m+oKTfWfvEDn2g+MWSc5FeV4a7BgU2dKJquIyxMxchKy0JMnqWnL5LWjXN4ej70Rs3fKcXDu4leE1jHWErqU1awPP8Onw5PbC0FgCE+N/fH/I69NQoKBd29yETFkslDjmoQw1bOE1jUOwoswE+R6twQV1KePWtmdivNG4yCHhaIGTBnRAuBDYv3MrHmvVIDbcB7ERftA3MEBrW7uchLR+y87LR0JCAo7FH8aJhHjZZNCRYuWlK/DEE4+ds45DXKe6qVNVLYrNLRsNNiCOrl74zW1xaDaLh7eNSvI1DK0UG1luEniBpC+5FsnlwNFiIMDHCw9Na8Mfv90OdeuZFDVuTO6OQ0+Kq7sVMNkN0HQBJeVVmOHviYfXNeGvc9rw6Unguol6+He2wm/VBRsVhvlpwec01hoNFrCuvhFC19C0tUimRvrhTVh66xNyI7WwMENtZSmcfcOFhkHXD+1EkanN2gnqcMCAP1qnMgxxLDTR5wukefBYZC4EJ5RVJblSoPhGzkTOiV1wIi2pTyoti3RSFEi1YtgdJ55Gphaio+DrN9ziQ4TcOUnyQWEtN3y8mfKmy6ajP6cvOg6V5iYhZOoSJG7/VJmMF6RhwpwrEODjKc+fBhakP/hGzZTcFN0CgmCBRL3ZYI0GjwcWeXQ36xvkyN9XmcZPENcbj+DJZwib2exHhQaipq4BdQ0GMDAwhoGBGib2LtLQKgnIevL79DQanR1KU8eQNUlNHtgGThoSfg+/v0P5fu+gKBiZ22DGwsskNXk0aVNacJpMwStpKhxEmVnYwsTCBid2fA4vF1uhFKnysuQ9aG9rkSR3vmbcBLApZJHHc1zXSYkIn7FKmtGR3hD8FNCql02GmZkJgv198NLaZ0f18Whryuva7NgwaTK0gW6LFi+CRt0BKysruJx6HcaNeQi47HKscpkpX0OdgpGJqfzZpWeIv7zyKTrqihHSdgifqS+V69tMhzI41iYjweVO3DtlAuxtLXHditnigJSVkYasrCxkZ2cjJydH/l5YWCj6R+32yswl5LxsfUkDvicOeLMf5rPoFgIn8YSUuoRGAxVFmXD1C8e2AydgbmaKDn0z+IVM4J4TjZ3meP7tr2FrZSXHI7+XNMushJ09FFFeF3hN4fCFzT4DCvNSD454I8nmmQMBPl5g9AJ5T6jzGKhpYEPLcFU2TDzfea+jbtHYbNxxqj+MNxoXOcSBRz9EXB7GihuPNkCH08fA4DBcesk0LFmyRLQahw4dEtrNzGnTcOUVq6CnZ4C8AhWOH09EVuYpEZdpA31UhYX9rqcHAjcXLAVoLcgbkLh/GAEGtl6Y/NhGTDE2R0dbMyJVy7HhiEooSgQpBa2N1TLZ04LUjxMm0xGtdwxfHqnDH+cCf9mmNCa6eHAG8O4xhfJEMD9D0+10dbIUyGuswqUzQrAr96RQtDKqDaHuJzU90B7Iqj69yRhLGw0WsrTtpLc8hX7U4zDbgVuG6MU3obW5GX6+nigsKEB2ejJsHN2hSj8qhaq2MGGxHMQE8UH8x3XhEz5dAv60/vS/JJTkJMPG2RN6BoZoa66TJGc7BycsufZe1FRVYpsqQ4phcsVZGLLpY7K6g7sfLO1cpSgmP7q65NwpO9xoqE5VywbL2t5NRJ4sAniDrS3L76W3oIXojCt+A3MbJ9mu8vHtbGxQU98Ej24nKDYxnJr7TZh9hokCb9A+7gG9uM59wQAwbnsGsjVmg8bjjRsfFglKvkFxr8dR5aQhIHQCGioLUZR1XKGpdbsPaSeYnPIzcZkDEW54SIXgZki5spDq1Sa0EP4+LEK0f2ejwt+bH7y+8U9/f3+UV9XDzi+iJ/m8sbZCPtj4nK3eRhfcFuk27Xye5LRzM0sKXEt1OYyMzYQKJ8GjXV3S8JFDTppKSXYSAmPmy/tL6hobDVJXWGixqKPWQTstZo4J33tupMYKQqcuh7NvmNBkI0MCUFKYO+rXQA5aqAU60tnYSwtz0403KzoFQ0OsudEa7o6WSK/Ng0OoNwKDgmXLy2a4o0sP9U1t6OpQY2bbj/ihZTY0Xfrw1ctFsEEp1qoXoCmvEH97ZQ26NO2oyDwEV0cbBAQEyMfUqVNhbW0tz4cNiJOzvTADeM+84Y7fnRdtQLGeF9ynxqF5FzuNM+/JvObwvs+m1MHJFW6X3SWGIO1tGrg5W6KhsQXGlhZyjLbWlyMwagKy81R4/Nl3EH/oAHasf0/soL3Dpkl4Io87CVvc9eV5MXPgdeD4tk/g5BWKifOuFh1O1vEdZ1g485rFBHTdEFtuRnjd0OYerbr1QVjauSNqwoQe2+1fKsYbjZ8BqI/g9Hc0AqF+qjNVobk1Xn7rY3z44Ye49957sXLlSpnM/PPp/0NmZiYmT54sbhRTpk7HZSuXQt1BTmcFUk5l4uOPP4SJyfDtcLm5oKsuXT+YEs4MDW40HIPiYGDcbV1nYo6AqDi0HVTJGpioN3KHUfXpKTGnE7RuLUg9jL+fqMOzS4BPEoGnFgB/3Hqaf7soAChvBE5056/N9Fb2yw1tir3ubF/gj1ta8J/VKjydGYzrQzLwTY4pOs3PpGHQ2vaHdMXalrQuCsP7hvmdb3AqqkyZTKRxYGHFQDkWK7SKZMFCEXH8xvekkCFdQ9xR/COFXsVCrW8B7eYfNWh4FkHXkeaG6lFLUh7r4E2MPHCGYcYsuAo2trbQaDrQ1qaGhZUtVv3qL2huqMOJA5tFxMgpNu2uWSiyIGJBOGJTta4uKdj5weKZFA2+zyxq2FSQb81tFjeqYdOW4cgP74oLnbqpSgozTl/ZpLDY5XOiyxFpVHSD0tKRWIBTwzEQ+JhsaocqNHhc0d6UjQO3QtRk6BbHfW/2LCo4UKD2hcclf35lUZZQVAaiqfCcIM2CadhaQS+PcxpFEHxdtE1IzqmT8PQPQ2FeVk/yuYWtI2ydPEQwyyKfGpym2nJpPoa7uVNoZkreALcsnOxTq8fmgFuhunIVTCyspRHpG/bIDQ15/3T94TnN5Gaeb7SqJUqyEmE9ZSk8AqOlwGLjwWvhsa1jQ/xNG/XIOat7qGP7vnwHWzpHt8DmNo0UTk1tXs/g67JVq7FixXK0tLTi1ltvRUhIiDQDfkl/g15HK2qd46CqrMeBhG+QmZWDpk5zpCbsx8TpCzDfNhuZam8Y2PrCNvMHLPBtwtq6S6BvaQrD5hY0NtTjyJbP+j3e7e3t5XGuvvoqXHPtVfI5DuYCPOzP0F+NNGif/ObnG2Fsbo4fF3ci4dgJ2axUVlaioqJCPqqqq2Hm4I9kC2vZuDg62qOktAI1dfXILeD1XB+GBnqInrUErQ3V2LVjB8InTsY9N6zEZQun4xkra9Q0d3UbzaQhL3nfBdloV6hOyQcze2KX3Cr3LlXa4V5fwy0Mz32e73QNdPYJV1LBW5X7pJmNK1xdHKHv6ohfOsYbjZ8BeCKSfsBJgjbcaqyABQanmGVFWXjkkUcQGRkpDceLL76IlJQUvPbaa3jqqafka93c3KTx4AfX0WwyCE6OVl51M9Z/+73QQegb3h9PnZawpEuZGCh6BxbqpDZVZMajo71Zmo1OdRuqMuPla+g6RTej3Bo9+Fi2I6cCQiUwt7RT7PS6J0Qv7AMengl83N1svJXuhfmz4hCnH4/71ijND7co10Upz4MBgYdVivNViCOQkFMDK/souNvmoaTFBBYmZ94Y6YZVUAdM91LSzNlonA9wekRuMy+YbB44veVU1yc0Rvi0rXXl+O6j/8jXkrtN4TCLM2ZnUGxJQZ0Whd1FJAXzdAIij1U7LdUW0KT48HH607oQLJr5HNjk/ZLBnBJO6BmqpqXs2NlawdrKEunZ+QgJDsLe7z+A38TZqKsoEhEmKUDkF4+WnkVpLnLkg49FYTZdpWi3TWoVxeCk9EhT0VQvxW5WwnY5Vqgl0/LMOQHkcZKTuKvnPKa+g3Stvs5AnNRza9NXl9EfaLna0lgjU1A2RbL1cXDv17xBt1ggZYjNCYO4fCNmCBWCAtz+mg1uSFrU1QM6GPFxtZuQ5ISDyEg7KZqX4LjFIpblFoPHPik4LJS5CWHjQFtjI2MTmfQqW49yJSG5H0dBvu5s8pjq7h4cLdaePGe5zeF9gA0eM20G2v6QUkXNFP+kgw6HAqSe8evZNNKamDkZ3FCFTl2GlH3fjolQPjZUPpHTpanje517cp9w7EcbstHR1OLbDd/AjPSfjg7U1NSjq7MLGo1GBmfp6emSWXK7zUG0tGnwRJoJaiuK5HrH6VNRxi5p7koOfISA1UH4oHYhvJqOIrhhC94veQAGFoYw0uO9owshQYHITgnot9Gorq6Wj9LSUqy8dLncG9nsHD40stfL/sJ1dbMmqJmob6iT1yIoKAjTp0+Ho6Oj0KQ1emZ47ZMfYW5iAHVbG+rr66HPa5iBAdxcnFBQWAJ7OxsY2DjCxKwC5cUq/PO1z3D9qrl45o/34+M1n+A/zz0tlOoLDQrE2ZCTThW77DYZXFSqFIc8sfJ28RYzBdZdvBby/OeAQ6NRo62uFPruzsg+NbZsoC8EeAe7MN6o4xhR8IbFAD3dAnmsgDcGukioTh3pmcTFxcXhvvvuk8bj6NGjeP3115GUlNRvUic3GsuWXoqq+ma5uTIoR3QfzQ2Kn39thUwVQvy98P5v45CaGI+7PlLhrVWKPS31D5PDvGAWshj+9gbYvHkzPtmTL81BhvlsWFYfw3T3Nmxrm4mGmvJ+KRzcVrAJyNJ44fmPN8qNvbW1BVdd8j0NTgABAABJREFUeZ00THfEdMk2gpQp6j8mugFPbAGenAu8fBCY6mMCd79QfBHPVGbLM9yDXlgK/H4TsDqcrh7AZWHA40OHkw+Ja+/5IxraWXS1o6r8TIEbXVBYPLEZkI/2VmVC7uWPkCBfWfm/8MQdUjz5R8+DhZUDOrs6oEo70m+SMAtNUws6HVmKKJhCbhYzWnDqSu0BaTR9Qfofp6ekJ1woy+axAhbyc6/6LXx8vGBpYYGs7DzheDvZWwr9ora2FpmJ+1CpyoRHcLTQis4HtaA/sFDmkCM87hKO/GGh14ITx4/KOckJO2/CSpI3Q/w6REDJptXZi7qoPVJ8szg2s7SVglcLNli8eXNbMlyBJa81pCmxeaAQm9kuZ3tN1DY3PB5JE2MT9VOuqTzmmeNAnQp/J+pneD5xK8LzhFQtNu+8HfP5GxjoS7AbKVg8b3l9q6solkad/w6ZslReV75ePN/4d9I2HNz8oVa39VClBgM3FQyO4zY8dPoKaQypn9Fi+c0Pw8fHH3qdLXj9n4/igkJfH+HTVorGj+cF7Zi52Ujeu37UH5qvEa+HcWEeePHfz/d8/uOP1uCjj9YgNzdXmg15mgaG2HSnGerUJngsIVwaV27I+D52atSozEnAa1faIOz+DSjOz4Lx8f/iraKp6DSxFUqvoX6nNHcNtVU4deKwvI+DHfe8R6669jZs+Opj5OeNnHam771XyyYY6PO6dL7Q6FmYMW8x6hpboK+nj5zsHJhbWaG5thwGZrYIDfKDqrgMbe1qqNvVkq9EsHFWpR3CNatX4a677hKa9c6d2/Hll+tGPG/rXMFjjgMDbjW5oaQmhZQp7RBk5S0PotPQGgaaBnzfPZwbh4LxjcbPBLxZc5JMy1HePMYSWKzSRUKZYu6WgjY+Ph633347Zs+ejd/85jd47733sGfPHrzxxhtCtxjIDlQ3iZbrc07zSHvw9vXB2//5K8xMTeC6qgUzc+5GTet+OJgpWw6jBhUSN74L8+nTEDd/FX44/o7kZPB1UzUa495gZ3zyfWq//uTE/gLFBnfazDhpMghTUzOs/fQTaKryYX3qXbQ1NaC1rQ0pbb7oaCrHr5ws4GmYDL96O1zql4GXkjt6BL66sDNVqFYEmxUtFWskYGXrivKCIoQF+WLzR/8a9Gt5o6RtYEt9DfTba9DV6SXTGH4+dNoyoYo011UJ/WWgopaaDAZ6FWefgF94HOZdcSdqC9NEs0OQ903qFZsRbdNJiDVyyGTJ4filNxluARPFscjNzRXNzW2ws7aUFXxldR2q6prR2tomdIlZS1ajsrwUO758Y8Dp9fkAC10Kiq+/47dITs9BS5cFzKxspYCm7TEbDa2zkYgtYxYIrYdFmFYgzvNaJus43Wi4B8VIM3s2Li681nDCOHvFDbCyc0ZTTZkcczxmhws+Hq+hpMyQtsXrFh2qOBw4F5cbfg8bLK2bE38+PxoH+FEsptnsmMhmxEroVt5hcdKg2Di6wsLcXPqI5pYWpB74QeiKPuFTUZqXcgZVaqDpNGljbPTY8OQm7pGUd26ctK91eEQkYiMDMD06DG5mrXj11VdRXn7+U8AtbJwQNmMFqotz5XVgs0YXpmObR5/KxW0saWV0M+tqKO6ly3j77Xd6F9mkmPlHwsLoAPLabaQJ5DHOBpqvKzdVT18dDPdld8PKuAO2aW/jvyVxMLR0QlNLKyLCQvD9V2sVrZFnMBqqiuVeoaW09YeGdj189dXXKBvBJqPv5kLXlGWgezKHnBwQsVnOTI6Hs28kDGj5CD3Y2NkiwM8HVVXWqKqpR35hKdralE2FkbERTPSN8OPal3rE3awDUlNT8cnajxA1IRx3/erOs3afHC1Qo3hy91eyJeVGUAYpzfWyoefmisGjrs5OUm98f6Gf7BjDeKPxMwL50qRbsAAfa84HnJTzZu87YZYyse6+sOzduxf79u3DokWLcM8992Dt2rXYsmUL3nrrrSHtQPk78oMTx9gwd2kyCH0jM7zz7nswOf4GmkozUF1dCYO6XDirm5CRchwRoStw5WUr8NXuNLQVNcDBLxrNVXvQVDe4KILi7ifs4gF1M2BkjvbWFvztqb/hOpckGJhawcDcHp2WwYi2LkD+5N/igYZtaPW+A+8ZmcM2fz2m/ek+0Yi88M561FcU9HDGSZPK6tbxO1sCNc29rW5/Ctqaq8XtIzN78JsRixtunciVTzu0EakHlCndqpsfxLJb/4iW1hYU56TIJmOgZkwLbq7okhQU6IPC0hpETJ7Z02gQ9EfnFJ7TbIKNDAtOFqK6gvxfGlhchk9fKY04CylX+/vQpm+JltZWGPLuxQ1UVxdcXZyEilBWWYXwsDBsvoBNhi5y0pMQ4h+GpFPUOVSKNqOjva3HkUVb4LLYprkA33fqSihi5ntPz33qFlhFU+jODc5wk+B5/DIV2NzaUcwIOg3MUVvXCFMzO0TEzpGJ6VDHbV/wGsXGmR/c2jh5h8DU3Ep+FrM6Bsoz6A9sxBhoOJwkYV4r+UGKqBbcCFEn4B8chtq6BlhamGOiXxBO7GyWJGy6cfXXbOpOoZlVxKItr7swLcpKlHwGFu+kjnETRJoUwQFDRWU10tKzMGPKFHz99df49ttvkJ+fj4MHD52Xwo+BatR70YCC1ya6ETF/gXSW83GdoH6FVq2k9w1UZHNbQXtTA2NTmBp0wNxYHxn5SvPN45vXOIZZLgi1QHi4NRx9wnDqfzfgP6mB0Niq4W5QDT09C2ScSpOtWUtjnRSvtIRlqT6YJTgbxdFwmkpMTJRNN+lRfcNF+96TOTDyCpsq5ynrDrINeF6QtmxkoIf60my0uToiP085jw3NrOQ+7WBnA2cnB/ndfuxD9fTwcO+xvz8X98nRBqmYCVvXCJUvfMZyRMbNRUdzDVprS2Dg6jROleoH443GzwycxHmExMjmYKyBkz264dCmUlekyQk2m4vt27fj0ksvxa9+9St89dVX+O677/DDxh8Q4O8/pPOUbiou19CPPPQYVvjUYoZ7G3wdzKEffhVC6jNFVFth6Y7LVnqgzioSrUn12PPdR+j0MIWrmy3a9UwkZVScYwyN5O+mRvq4KbgcIdbNKK+uQ+TXy9HiEod6ugM1mSCrQgNLgzJYGqrwY0Ee7I1asSXvMTwwsRz/PLoFd01sRZ7aCeXIw5Kr7kB9QxN8gxTHCq0QXNtoWBkrtVZ/gX7ngo9feUqKlBlX3AePkFgU9TMh4w2CjQEnuFwJa29snCB2GFtL82FvZov9J/f2NLCcYvE14s82MOr+s+ffxvANnYjGZjVsrCyRktzbjpX8ak74JJSurhK+kTOE6jLWmuPzCd6sKQBnYVJTliec4MpGNTzczNCm0aCxuQWW5uZobGpGU3MzHO1sYG1piZKy8z9lHgjaxplicRYch757EzGLbpbE7vKCNOSc2C1cfx5fHDpwws+Gg+87NT3clpGuRA2Dq2+46E0GbCqsHeT4MbeyExqluq1V0XlY2gr9iIW6qbkFGpqa4ePpJY8jYWfn6PTEwpFNNgs/e1dfKXypoeCWYzjHLZtHTqsdup2xzgacinPLxSaquroWgf4+sLQwQ1pqimwZhboxwBZQdzpNC/FPP12LtWs/xbfffouCggJ0dXTIa16cdRzBMXNw8yPPQXUqQd5LbhkjZl2GV5/djXt/dTvuuffXUgCeS8bR2UDf0BiRM1dJgZ+0az2i5q2WJoMWsbw4luX1vp6MBrhVYGOqq8XpW2SzGXYLiJKASr7+VkadMOjSoERtK42bpY2ThFnammpwtU8u3Of9AdU/PI7n4u1x9MQ+hM+wwd7jKWIowLRsamYk38TYVBpwDh5IP6VeqC9IC6RZxmjQpL29fVBTXY+33noTP/64acD3mXa/fN58nWydvHrskQlaRdNly9jWDSnp2WKx3NZUIwMSC3MzudcQ/RXlfRPudRudsQQehzf++iG573V1egrFeBz9Y7zR+JmBRRz5trwIDpTweiHBmy0LW66k+2YqUFj2zTff4IcffsBVV12FX9/9a9xx563DurlpJ06fPhiHvJR4bNyogtlEM/hPNYGxnQHyjGdhWlcLrE2NYRc1CQZlx7F6xXxYBWqQGr8LxW3F8LM3wKmqTrS1NwqnlqJQH8s23De5FSkFnbB3BvSbgAjrerSWqeBoANztoySCZzQASaXA5eEVeHwzcFUk8Hk8UK6qg1Mk8I9N3aJx5xA4uXoiLe10mjs3Gpt05A5Ml6Vz1UiB078CbpMiZwiNRffmyWLNMyhabliFGcdkHcxCjlNmhifZ21igobld3hsWg7rTXopt+bP5wTRr7b/b25rh4+WFguJyeHu4oKmlrcedQwtSq/h82HxSwKqdeF/M6I+iMhQogA6btlyK5GObPoJn6GTxjVe3N8v023rupbCxd4KmowM+nq6oqKpBdV2D8JxplsA0YRoa0AJyrIAbrfAZl4rFbPbxHfCJmAFNe7u4t9DxSCvi5WaD2gJOfKk1oJCbxyE3IAVph+UYO91UOEgar7apaKqvksliWW6yFKRsbPg4+gb6EsDX1NgIYzNzxbWupVW0V7RlZjH0U8DnR8oXP1igU+hNygj/TbenwWh/1H7RkYuJ4cMJAGRTw2k5Gw0rB3eh0+z87EWY3nA/Zk2fBlNjI2nOaEdLnZVyLvIcVPdsW3SLNoqGt27dissvvxy33HKLTK5/2LgJmTa2SDm4CT5eniipqEXE5FmygeSGhOenrXswTp1KOy9TZhbd5MHTQYzHysQF10iTwaI6dsnNOL79U4w2OKW3dfYc0ICAwxRSG0lroyCcdDMW0ub6DdDv6kBSZiG8gqlH0qCtpR6/CsyA52WvonXPM3hwTQ6SChTLbm6hSMFJ2fcdHDwCpGm0snOR62R1SR58o2bIJq2/RkMMEkYpN2Pp0qVCX3r77f/1+/9yfwifJucZabBswmmtzy01B51G0+aiTaMn2hp7Ryc5Fi0trVBcqg97a1NourrQ1NSMmpJcfPPhmbavA22PxiJyM5LFMnt8izE4xhuNnyE4TSEPmjSFn+LVPlogh5rJ0RTZ0R61L5i2+umnn6ILnfjXv/455M2NBd6SJYvR2NgE84r9iPJ3wu7da+BvUg6blDdg0FoJl+U3Q3/DLlRVVuLLV17CjQvCkG/iiqkTIvD83x7Hxtcfhb26ADXd+giura+JBCa4Ap+dUMTZnV2AhYmSk0GR+Xw/oKoZcLVUXKeSy4CDBYrrVJwHsPYEEOuhfK0WR3ZuELcZFk4O7gEyxWJaOTcYWmcG21EI68tP2i9T4ojZl+Hoxvd7buq8YdGxiFMpFqtsAHnTY6NF7/L58+fBrXt9v/7NoZ1/tCgvyYejvRty8wtRlp8qxyMTqrXgxDkgdBKMza2hr67Ft/3ccC4mDCWU7A90YyPVMePYdilWJy+5GQ215agtL0RzQ5XQJ7JSExESPVPob2wwGhqb5DgxNTVBu1qDproaJc322LYxo21h0cviyN7VTyhRGnWrFGNHfnwffpEzEbvsVvn/3OT90kyQw07qRfCUpaJFcHawR2D4JGSlJcpx0lTHpqJEggr7us2J9Wj4VLGT5ONyC8kskdzkfXCdsxAwdUBjTakIVXkMDyeBfLhgccXfj4UnJ8901qJjVEVhRr+uanx/eG12D5wwpMUztz0+kTNgIc2VIbKObZMhTcTMVbC2d8HlS2Zg2fw4FGcmIDdfpbNRVLaKbMi0uPvhvyMyPAjJqZkoLCrBh+u2YErMRCxeMAd/feopceNbv+0wCguLoK+vJ+YWWvB94XUi+VT2qE+ZqYWhoxZF3twSaJuMmtJc2awwrG0gt7qRAje13C6STtYf+FqQbsYLNbUx3KhRi4SuDrRXZMDYUB+N5t7Q7+pEXWUxrgmqRdzl96Mj8X38+tXdSCo+ffyy0aY5gCHdxtpa5XznPZvFu6W9s4ScspGl/kM3qfqnbjMGG4hYWFhg1qxZopXsDxw+ufhFSp4Mg/lo1EALdG71GA5KvSQTwS2sTFBTWw+1WgMDvU5UVtfCxNgYrq6uWPfJu3IusDkfCEPRpscKfun5GMPFeKPxM4RM3ZgszBRhHReXsQTSEAKi50vRPVDQ4P59B4a8uekWeLx4We95Avpd7bD19UWjqoZdF0pqW3H9/BV4fVaecEezG43RPs0dv/ntHajptBR73Qf+9goKdn8AixQjpCcewvW+KsQXAv87CjwwAziQDwn4m+gKaDqALZnATB9gsgdwogRYl9LtFLUZWOAP7MxRmoZlwcAbvZwH9eTznKzSUaelrgwdnYoAkw0HReHcaNSNgnV41rEdUgxxYsiJmaWdM2rKVcI7Z8FHjjYpAHXlhSjKOCavJyc15zKx2fn9p+K2w+0V3VeYWs2btK6I3MfPD8VllbCwd5dGhEnHtZz2ngX3faxgIAFlf+DEPnTqUrGlPXVkE4JiFsh0kNQeUjH0DQ1gZesMjYabIHPoqethaGkhfvSWlhZoaW2CtaU5ju75Ud4jvn+uflGSUjuWhgl83ynwzz25H2HTVwg9h8Lv/GQG983ClGW3i1d+fsoBaXJPbP8Ut/z+RVhZWcLDzQmb1rw4ZDHOiTALazYjphZWMs0/uulDaNpbsD4nWTZzPOfY7FLjwEn0SOcNcZPAopAffG89g2JEb8JrcN+tMgtGBgUOpKNjocvXjLkYFCNzo5CZsEOGBNwAihGDjz8+3bAHC+JC8J9/PSUZRZWVFXJ9zO/nmGM5t/dH5e9aSmhRdgq+W/8lPDy88OTfn0NiSg58vVyQ8Nn70rhpk9W5feF1osvEYdSmzBTTRs66XLZ6fO/oxKU0GTvkOdi7B8DYxELcykYb7kHRQu/tq3fhe0H7ZjMbe9kiUXTPrBb29rQ5NTY1Q6ivI1p4rpraiiXqtHAv/Paa2egqO47739iFEzpNhhaqU8dEn8bGm68zLY4Njc17AhKpw2BSu7bRUJymbsGGLz8elYHIvHnzYGxsLFRmXWhtW3lN79BoRGfHzQ83G6V5qWJ77uYXKU5ZFV6klE2EhZkZWtXtcHFygG2XBmXVDUhPS5FMCh7jHLIMlFczjp8XxhuNnynodc/CkULpCxF4MxRYIJFCERA9Txyp+ptU9V2hEtrApMbGRrHIvfGmG3oKPE6HaozdUXbse9z74qUoz03Gzts7EZ8DZDNeZJaS4D0pKgxNddVC7aloLhf3qwceuB/3//YZTDIwhqatGTdfsRzZ+So8OQ94YS/wyCwgo1JxsGIYYJwnkFcNhDorAXu3xwDrU4G2DmBZkGJtS70F8zoqBhjC5acexMy4Scivo9WrYo/Ln2VjOjqNBrcn0fOugKXtZPiGROHAD2uEu04aBzdfbDbo8qMrwD3XiY3W0rHw1FHYzvZCe3OjFHopVSU9jUR5YTb0TWzRWF0i2gQWN7TQVbc0KcFpZynevZDgMUmxLXnwTOodaOLLRo+85uwTe4SyFhRziWgRqAViRgD09CU1uqooU/j8nJqeam1CRBTg6eaHkvJKGBkaory8QqxbKbZmg8apIt+3kZrWj1Tmhom5DZy8gqR5uPLev6OqOBcnDm2XorwkLxmewbGIW34HShmIdeqImCQ4OQze2HKLQXc0Wuqy4KuvyhbRMCeqfemYzDLwDI6RZobFHN1hWMQPlkL+U0AKID9IL2EhxQaB2xgez9rrMPNnWLQxIV0X1JcExy2RCTldrqqLs9FYV4XwGSukIEvY+ok0NZn2LvhxzYv4l5ER/vznP+GJxx+WFPnhbNK01Co1lItSRm0FvvluA4ytXZGadgqVhRniIMRAQZ5/3ERRlN/UUIPG5g6sW/f1iL5ejh5B8J80R7I7mE/Qt8mgIJkWokm7vsJogxQ0Q0OjXnbc2g0CC2MW2Lye8fwlLZDNCBtc6ipKc5PhGGyI1k4j2VoFRMTixcvahNr45Ds7sTOj/5sAQ+F8o6Yj8+g2TPS7RqjP/J0Nza3k/9mw0M6Yeg0XRzts27FFNgO/ufOac9LJnDEQmdp7ILJkyRIcP368l8MY6bVscony/FMyLOK1nKJ1Ogc6egTI4IyaJTb/xeU1yFf9iJAJcXDx8JItmbWlDXZu2dC9de3q2S4OJnYfx88H443GzxikJND5henBYxFieZl8UITIdKLq74KjXaHqTmKoF6itaRBnDCaTkmplZGQkN9qUHeuhqVHh5EnAWF9JBmdiOMEmgY1GiL8PyooOS2CfPI+ODhQXFkDPQAkINDQxh39kHK71UeHZPcC1UcAHCcBdsYCRvqK7TClXaFFFtcpm40gh4GkDTHIFUiuUhmNlCLA1u88v1O2qQ7C5sm3ORK1lgMwdXSyVsD5rE0A1SvViSHAAVMXlaG3VxxN//w+SU9Px41fvSQHGkLyRKlSVDAClgck5uUcaShbTpGaJzz8g/FzSZdStTfLeUyTLD057mdbMJoj0AzZIY7FZ1gWP0ZUrLsMXX3yG99//8IwCgNsc5txwk8TiODB6nrjncPLvFTZFflcWk+RtE3TX6aB7S0ujvF5avnjY9JUSkEfKm9gE2zmJBWZ5XipmXf5rTIgIEd7wWFjps2mlJoEbS28fHzS1quEXEoGk+F0wN7OHgZEJ2hprUdOhFiE8J+m5BaVIOnlSjh2+LjQN0Oa78M+ZS69Dh74ZOjvacWTzWvhGTIe9iw8Stq6VLUZfNFQWwixmvvydhSvtsLnppZ5CVzM00uDzZfHJD+rlOA3nucBmh40I6Yrc+JACQ3hHTJfXQN3SrORmVBZJiJ+Ns5fYq7JZ6Xv9cDZTY575CegZ3PSTtBOnhd+rROvC18nC1lmm1Qxc5DnIYEMXv/ABww/PRZ/EzSrtaxO3fybvRd8mgwiKW4Ly/FQpakcK/T1XbsVoDa+ry2Cz6Bc1S2iuPE/rK0vgHTFNCaurLJbpPp83g0qpX/MwPIiKVmNpTP46qxHOzu546bvj+Ozg4H7l5QXp8v2kT3GwwE2JvoGRNBfcaDVWl0mjs3RGuDQZP+W91tXsUF8SFspAQQV2dnaYOnUqnn32WeUTenqSEO/oFSS/L7dptk6eso0kE4GNAht7NqRs/j2CJ4vzGwd+bNY2rdmDy299EEZWzqhQZaGxluL6GnHz4sbcO3y60KfHWsjwOEYe443GzxgiEO3s7HH3GYvgBKck64SsjwdzytKdxFCU+P333+HVV/8rwT66N44/x6jgoHwZ/O2VJoPNAUGNBT88nGxwIqFQmgGC+RgLTeNlk8Emgxfi2UbxePEwYGoIWCrXdlTTdlZs+5R7fX6t8v/R7kpQH3UVD84AHu6mKczyAR7b3Pv3UDKeT3Pp3QwqkNTsIcFQLpYlyKsBPK1HZ6NBFOelwzcgDE1Nrbh+1XzoX7YAVy6egm+/+gz1KjMY2VuPCD2CzjHqdoUawsKptkwl2g9OobllY7FMdHQ3ELpUEv4pWTB6erBxcJfpGf8eHhWD0IgomXaPhUK6LzIzM7F163ZJttdCX98QwVMWi3C4mroVjwBxK4nf+D7mrbgOsZdcheamJpzcs15sU7nVYVHaUF0iE/q+DVb64Y2YvPRW2QyQcmKgbyRaD+pfZi2/FjkFxQgMnYCxAE4vWVibmFmiIC8Xbh7eyD11Ut7//sDCjnRKFmpFWceFekTKCj/PsDbyv00t7CRThNujhmnLoEqLH5QyxmGEFOfdYFMWzAlt1CxkxPc5OUcJpE/xg+8Xs0K4LWDx7hoQJSYKpNHRKYs0JVJmmLnBbQiPB24/dG10GRrW2VKDx2YBqyOADzfF45FVp69b56qd4HSeoYAsFgtSD0nDweKeWSbc/nDLwWaH701fy2FlCPQjzM3NhrVVYYFKzUVNaQGOb/tEPseieuL83k0Gm3NLG0ekH+6+oI4ABqIOscmlbkY77OI2kdcdFtFpBzbIdYvDEl63aMzAr+Nz5UBE2SYWwD/OBMmFzbgyoguz/U3wRXwpXvh26M0ZN3mTF98igx46OfG+TX0TNywcvOSlHMCkS67DlOmzB7SdHS50WQIuLi64/fY7kJZ2CuvWrcPChQvlnKX7o4mZFYLiFknTkJ2wUww+2HQpGwi1DH/ojEXw2qa9RvNaX5SZ2GN2wGES9Uu8H/D/2FjQqc3O1Q+athblOB9vNH72GG80fgFbDRYiFIuOVTTWlsOk3BKeIbEDBhT1tbx79933pMnoKxxriTrdWMzxBaqalMaAYJPh4uwMg65W1FSWSVbFbdFKcvhDn6lwc8lymPnEwasxHh/vUSGzCnhuCfD8XuC2GCXbwsIYqG4BbM0AR3NFn0HXKCtT5f/97ABDfSDQHsirVWhWvaCnaDS04GO/u+MkfKMXwtWoHIcLO2A9CmJwLb5f+6aILkPDwvH3/34GHycLWOnV495778FDDz0IWzurEbGw1KYaa8GbeHD0LOgbmsDd0w9b1ir8ezoNtTTWCw+ZwsJeoF6ERVpViXDr9UyUVTs1I2MV27Ztwz/+8Q+4ubmhXc8c/pPmShgdxbmGRkY4uvlDsXhlEJyZUyBsbKzg5+kMO7PLYG7vgbKychzd+plMNvsDC430w5sRHLdIoR8m78eEWZdh2mMvAJ0aqMqbkJbSmz50IcGikZucw1s/F6oYNQgDgU0Vi0o6lLHhYAHHRoLdubW9K/JSDiIoMACl5UBTY704EA1HHMytiIm5tRSJojs6vhORsy+XImcwQepIg8+V2ykWb9xUuPmEwDs4GuqWBuRnJsHK1kkKWD7HjKNb+w0HXBxmhvsnpaG4BljxEaCvp4LXH5bjGH76cIANMF9zmlRwg8GJfVtjnVD0aFbA9yIgZj5qSC3q3qpwCv78C89JkzGcSbub/wR4hsYi4+g21HVTlPprMggeN6n7Rzb67K83nqmlau5UtDDcvPH3DIxZKI0t6Zz8PF3gjMws0NpQC3V7i9xT+T6x8GbuBa/ptPS27qhCXZcLnpilwcEyc/zuzY3Dek68HjRUl4klLAdOPD7t3QJkMMNGg+dFaFAAFi5chENHT2D7pvXY9OMmeVwtlfhs3nfd+yVDZx977DGUlpYKberw4cMwd/RBUFAMSrJPyPHq5B0Gf78I2d7wc9SWETyXuQXicISNKjce/R2zHCxQS1VVmAmLoGjJlGHoHbdj3HDz/T+bUM5xXHwYbzR+5hD/9sqi7otWXx7P2AEvRu5BNjIhIuXiXC3vmtSnG4swZ6C2TXGEIkiV8vSyg7qpFu2NNXh+iUJt+uC48v/H0lT4jbUK7ycoTlEUdTOkr6ZVcZbytVPoV5yPHlQpzQTNXb5IAq6foFC13j0KPDYbKKwDNqQP8MvquAOxKWnXdMpFOmilB8qPFMBmhO1tex7LyESaDK1BQPH3a3uS1nnTffSx3+P2228dEQtLLXWK4CSXnHQHBwe0qzvQ2qYvLkHk8FMAqp1a86PvBJ/TT07LylXpULc2yA1+LFsJMoCyXa3Grfc9hm37EuU1oKtM0u6vpdBlEe09ca7YWLZU5SPQdxqS4vfBNWAiqmvqERUejG2fDP6a8wbNCaqRqSX8o2aJ7W1pZT283ByQHv813AInCRXmQqaF66I0N0WyJxhyR1chrdvaQGBBk3Zwg2gpAibOFcqRh7szZi9aBVVRCZK3fXVWNrXc5tItR5u/wGOMRW3olGXS0PEaeT5BWgxfA3NLa5iYmkBtbCROUqLLKMlBWX7aGbkY/nbAQzOAUI9mvHOkC58r7EOsCgW2JKiwK/eni7O1phw8d5sbquVYbW6olSFAY10lLGgeUZqnvH9FWRKyyiLV0MiwR5800KSdU/iwGZcKRSlhy5qeIcRATUbg5EtQXZw3oFHIcKHddhsUx+Pfs1TQs4xHm7pFQl35XBOTUmHn4i2PT4cnUpTKVRk4dXgj7N18ZfPCRpWUUlpyk/ZGKhxpbtQkmFvbSQPGzbyjmzd+tegKFFZW4+p/np0Nb17SPnEUY6HOZqOyKFOKeC2cXFyRklmAmIkRCPJ1w8233g4XR2sZCrW0tuHXDz6FkrLKbtvxbrtxdTs0tDwm9VCt82f359jQ/uc//5GhyAsvvAArK2u8vuZbacBP7PwC+oaGiJyzWhoK3p903x82obLhMDQS+lR/92xdcLPp5BMqDSyvTaSb8T3muUfBO63VRxI+Pj6IjZuMI4fHtj3uLwXjjcYvAOLfPnmhrKqH499+oSDpuRNmo62lsZed39lY3jW3KxsN0o+K6gFPK8Ck+yjnlmCipRHqcw8gxh1YvRYo0RmkzPRWth47cxVK1OVhwCM/AtO8FA3GihCgsknZXCwJAr5MBu6bCnGnIkWrRQ3EeioOVbfGAC9R4z0IqMXQUqR4g9HTAFYeYTDUTztzE/ITwRs8mwxOo5hwTPcfXvR7XrfmZrz37vu49tqrR8TCkgJSNgUuvuGwsneTTVV7dAxMbNzQUFcrKcks8lrqa+DiGybFFb9WKFPdYKHJmy7NAliwZyTFD+lEdKFh5eyLnJJ6zJwWhy17jkkBw8aAN2tO7+ycveXrUvZ/J1O8+D0/io7KyqEMeoZWyEkfXhgZp56Tl9wiYsz83Gy4efkiPSMblUXZsHH2lhyLE7u+GDDI7XyC5zI1QOS5c5LJRN3q0lwpivoDixiPoBg01VXg6OY1kr5b02iPmsZiBAV4Y+vHZ9do1leXynGkG/TGBrs0LwWh05aLner5Al2peB5yMu5sZ4VFs2Ox82Ai0hIqpJjrO9mloQS1YdR+NbUDTyVHYX/iaetV2mj/a8/IPT+Kwfn685ylvbidq7cIoD3D4mBsYiZ2vrELVuPxB36N+fPnywbvueeeg6Wl5YBDILophU1bIQ0naUJaDNRk8OupBaAD1U9tMrZs2QgzbjDUzVjz+HIcT1chLPcBrH7w37jxhpugb+UpDQRDJbvQhaS964XSw22Ktb2bNBgUd7Oxog6BWgrjbqF2U22luCdqH8vo5h/QYWQO85YWuLruOqsCl4/Da1x1Wb5slXh98A6NEwob6Vt5mSn4pKYebfUVKEjajRtvvB4rL10h38ukbWdzDfYm7JBtmTY0lQMc6qBIxyN90cDaXhnqGNEK2bgnNO/9ddswdc5iNGkMUFpRCwcrY1x21x9RWVmFU0e2iKtUz3VET0+eH3UkpP+pUg8Pq1En3Y56LdKkKKZnY8Lj3TdihtyPfkqjQcvcgIAA+QgMDER4eDhiJk/soZiNZrjkOIaH8UbjFwDxb89NHpZ/+4UGhetcz1MgzCLqbNHYDhgaKPqIfXlAsANEs0Fr2po2Q9h1VaC8th5783o3GVdHKELxim596M2TgM+TFOrTwgCgrEG50btbAXvygEMFijtUTg0Q4gTszlM2IA9vAv6xEKhpBqJcgKQ+OXS8EWjzDrgRydLJWWPRbWU3EYbG5KyO3JSVdCM6u6jVbUINyE7Y0W/mwkgGJYXGzEbc/MvQ1liFDR/9u5foNDh2IZzcvHHpnU+irugUCksqZFJI5yBOe5lETsEgC1QW1NrNRlvL6Il3fyoMjc0QPvNSyT04cjwFd1y9GMVJ21BfVSo++NQXsJjgtJ6C765OjdywWWxlH9+FjPgtEjjHafJwkXpgg1CAKLJe/86/RFDsEzFNpsAMt+NNPC+5/zyA8w3aYTKYj/x/vk7OPuEStqcLbrQ8AieJXqGjQwP/CbNlQELOuqOVEfRNLJGZXQCfyJnIP4vfi1k9nMr3BZvf0Nj5mPjQc2isLh7VLBee98xnoEaHAx9bF09cvXI+oiP8MT0mDDaaIryddRRasqFe97ZiaZDy7+05wJoTgH+0ac/P5ECF21pucUcKihg5VJoC7/ApwqdnYCC34cxrWbzYCk/+6WEZyDzxxBPC5ydqamr6vV5Q+0CHprRDP/RsTwdrMgi6LKXH97ZXPVvw9VvzuzilySCMzOF9+d/gu+MPePpQCVa0tsPOIwil1c0In7FSGig6KrERjpq9WrZoJblJoh/UOiTx3KKAmtuLvPRjPVsZNoMbHo+TxyDMzMzOaRtM6ig3vyYW1krInbkZlt30EDqaKuTaqQ26pYEKTVAWXDL/jKEQr+tinqBuQxuGTqxnQ8Lm6d2vtsHJ0QFOrt5o7jASc5XwEH/s+vx0c87XICj2Enl1aZVOyvPZgJt06k7Y9LDR4HCtqiRHXlcbJy/UVQz+epGmx0ZC21RoP7RUuKamJmRnZ6OhoV6ajNEOlxzH8DHeaPxCoPVvp/f1uRTw5wu0PmVYEjcbtH/k+vdswGbAUE9xhGK2BW/WXjbAogBg6qQQtAXNQtaeeHThtIXhJf4KLer5fYomw8MK8LVVMjTMjZSPS8OAZjMv2ITEwb0jHuu/VeGFZcpGgqJyfg23IHrdgnNSrn4VC/xxq9L8nMZpYWqgA5DdzQzQ11OC/njDs5rgCn2Dcw9k6ttk0OaYK26Ka/ve1EcrKMnb2wf1Tc0ICjntakKQzkOXlYDwaHktXP0noLB0e896nRavRkYmIoTWdcDiTba9Zegb54UAA7x8I2dJcUBO8ztbP8R1y6ZhydLl2JOQKZsjBrnRdSv7xG4R9NJRiTdbrQMXoUo/gsmLbkbOiYFNEXTBhHdOW0l14GSegnCKnPlacQrqP2EGFl12nWw5LrR4ns2PvmG4NBO0tabjEDetPMY5WWUxyuuTua0TTM2sJFeEafbaifFRnY1A9MLrhWJ5bNMHw3psHkeGJqcLdF1EhAYjV1UMC1s3OU/opsMUcTa+I+VKxfeDxTObDXGbcvYQe+26ulqkZalwMikFq1atwvLly7Hu63UwaStDaPsR5OSq0N4JvHYIyKjSGiacvnYz0+fE4IZG5wRm67DZFxqPnatMsfmeLb7yNjz9yJ1IOJGEZ//zBhL29H+ccro/bfo01HXZo7C4BAmbP1JE+T2vhzUmzLuq3yaD133eq/rbaA8XT84FHp4BFNecNvhob29HSFcqTK5/Bq/e4gdvH3/Ezl6K5NQMbPvsJTl3AycvlGOwuiwPuSf29myXKNBm88XGoig7QY4NLa4IA15dCfxwOB6zL/lpgYZ8LagHoWiaKfYREWFIzy5ASFBkj0mGkbGpDGNGYihEYTZ/L26R2WA2N7ehprYGmroSOPpOR1L83p6v9QyJk80zrzclWYnnFA5KQwQ6vunpGciGl80ct5x8DgynPLnz857QQH9//zOaCjYaBN/L3NxcaSp27twpf/KjrKzstOB/2sZRDZccx9lhvNH4BWEg//axBhZmXKtKs3F854AUi/5AHQanfCzuuY1gcjebiMunecHh1i/RYmyCqRObUfPUcpZ2iHUH5vkBf+12NSxtAH4/C/h398CU/8csjDZzL4TeuxH6xubwm9eMq48vx+5cFaZ7A+1tQEk98E0a8Poq4IBKeR5Hi4BHZgJ/U4byOn2GcpGmiHxbN1WdwvJKulqp26RI5Pt0hjj6LMHJcMiUJdJscGp+PjMWOKny8A1Balr6Ga5nnJLWV1fA3skVpWXlUoCbWtqKywwpE6T8UCCpC05AdYussQBtwcTAvPLCDGQe3SrPmwXliZQMrFp9Db74+ga4+ITLe1pccFwKak712Ez31VDwezkE0IalDQfkOju6B0gjSe48sxfoGBMStwBWVlYoKatCUHehcqHBpoo2vhTZ0oufFCI2YLS3ZjAhz3NqFBLi1/RrVUuwyNv75UuIXXYbZl/9II5vXTu8ySoLI045+1xLCrJT4OTqh7LifAnyoy7B0t5FSTg2sxB+vtJ4lJ7TgIY8e06MKRrm93Ojx4KxLC8ZKfG7oAkNw6uv/w81BSfx6KOP4NGHfwM9Q1NFXPv75fj9BlUPjZLuPrqaBV57vh+FOBDShFjw8n2ad80DcHCwh0/oJOgbGONfb34hjWFmcrxQ4CgOPoOutHUTzMxM0dLSisWLlg7QZGwXly1dkLLl6BmI+HOkTC30Bz68Uvn7NZ/zPqCC077laHKKQ1ZSPG7wVeGLuhm46vrbUdqgB02nHiZEhWP/D7aInL1aaMXJ+9ajoUrp3kgz4j2Ik3yaBpTmJvXci6itW3OVQqu95jNe81Xw2vXTt8G0Q+YG1NU3EnmZybCwckZaWlovLaODu58MZfoOhYZrMcxmn8ckKco0iXFwD0R+UTkaq08iO3G3NF27NqyRr+V1ma5ovCef3P3VT05mZ14OH5vnmLaZPHX4R1x195/x+TvPU0CFDnWrNBO0rS8oKJAm4ssvv0RWVpb8ndsc3WNqNDfz4xgZjDcavyBwQkMBW9+E5rEITtOY0EovdyakDhcs8JmsvS9fcXQinUmsZx3iJHWV4ITLKSgOwQ4qXDdB2TpwC0GwSeFmgnQrUqJ+Nw0wsvNCwOJ7AGPzHnHzlYvicO1TKkS5Ko9TUKeE9BX8HvjbDuBIEfDsEkUnwjwNrTBcj51G92ORzkUHK4JhfeWN3U1SYxM0GnW/VpLDBSdGTNulLWH6kR/OeyiSdoJOLjDTmWmFyAZDi0ObPkHI1GUS3BY6ZSGCJkyDXnsdDmz/HvYuvme4AXHdTi/3sQJSelhEcvpIq1qtzz8n7rQv3bFrN55+6s+44b4/Izs1Efs3J0j6OXnNWjpYf+AU3ydsyrAbDSLlwHeIvuR6uYEnbF0j54yXuxuq6xpgamKMVJ1C5UKCBTYLdzae3K7FLLqOOzfooxPHtn8uFKfh4uiPH0iDErPkZqGD5gwxPGGRT6vkvtc9HqdsDMkfZwHNLQZ55FrLTRZl1Axwqs1tMEPb2NiQBkTB9EAaGBapEbMul+8RoayentDZ+Pjko/N8pIDayNBAhLk0hJhlnAA9w+vl+9mQpBnFQd15ukhio8EmQFcgTme7kQafG383uk05OzuiuaUN9vYOaKgqhtrGBQ21lXI+Wto6yu+p5eiTbvN//3pRmgyCf+rSVgZrMoiwacuV1PazGCwRLubAltsVXd6L+4B/dg/iX1zKa7sKapTgL0ttsKN5JtpNXfHam28jdupMBIRNQG5BCeKW3iYBmtrtGUG6mOgFmxvEAUx3yBHtCnx+HZBbDQT/B7J1GqltMOl8DLDktP/bNa/DzMJarhtaZybmUwTGXCKNhi6mTJ2Cjz/+oEeQP5AugUMMbm1U6cfkuOdm0cTUUijLfa85tJynHTMbzsHMG84GHBR0dmrEHELbaNCcwdPNCU52NuK8VVVeKo1EXV2d/C5sOPhcTU1NZXhCPVB9ff2gzdVIbebHMTIYbzR+YaBDBN0eKFA9m03BhQBvysJL9YuUSc9wYOrgBfMJcQhOjcfCABXejgf+byHH6MlobW2Vi1VnezNsq+Px2qXK1uE/y5QCnx+cEjIsj7a31s5eCF+8BJ1THwSMzJSigp786mZM7IjHVE9A3QEU1gN2ZkCLRhGcXxYGHCwEntkN/GWBcgMklYrNCEHRIalS2uaGYFifpIJTIN6mCOP5Pkk671lQOFjYU/gau/AqODq5oKWmeER96M8WpBuQCuTiFyG0HnL0Wchwu8KiycHVFw529mhobEZoUBg2rHlZivj+Go321gtvgUgucdScK9DZ1YnEnV+gvrtwpfaFGQQsGrmJ0rSG46sth9HU0g5btwCsuO0P6Gqtwrcfng4E6w+0/DSevEDeR1174MHAKSObcWo8QqcukwlhYGQsLKxsJFm6opxOOe5jolGLnjIdaoPFaG1tg4uTA9xcnaGv14Xta4ffZGhB/UlZwSnELr5JtA9Hfnh30AKHItT+BiykgbAZYDNBKocuWASxAdI2QaStWNo5Ce2EGhsWhDxH+fP5J6+pLn5RCJg0R5rrU4c3idaB2RgMrmRjqoX2elSWexLf32qMlvx4dLQ3w8C4f8qHmaVNT0NLemfRKDIJqVegpTR/B4b3cQOZmnBIbF4ZIOgeFC1NFzUDLI5jYqfiXy+8DFdHG5lGGxsb9/odhmoyvEKniMPV2TSbZOF/dT0w308x8Ih+DdDe0UIdgcImEzgHTYC/oxEsTLKRW26J4qy90iTSFKOhw1SE1GGBXtj1mdJksNmkmxLtpwvSDvdyU+Iy+umFin6PQa6vne5LRhR8DRgSyO2fKu2w0Pl4rNGZiscXh3C62y0W2x9//CFMTAYO8+P1Sdms1UoKO38eG0kOvdLjN/dkGBErbnoQMLGWrdrWtf/pleMyElCdYtr5EqEJa3H0wC7cV1yBuuJ05CQdhLe3t/xe/ODf4+LixLVQCzYaFRUViI2NFtezcdH32MZ4o/ELAzUQnIaQzjHc4v1Cgjd+CoN5Yx/qJsSL0p/e3oguM3M8Oq8ZbR8ux1URKrhYAO42WSj7aCkM/ONgXBKPGAsV4msBN0vFApdaCwb8UehNfUZEkBeCfrcRnd0CPwGnKumfwfzEm8ipUOGdyxXh+X8PAu0WXvj7b+OwrjAe10Sp8MRWoKpFsbu9aRLw8Ezg0U3dyb7kvForDYoWzpbAqQplG1PfyuKnU4pyJtHyxj4YeNNhyrCFnRM6NWolWMveAe6uTtBzdcRYQFluikz7OZ3TJpAXZSYI3YcFmpGpFVJPZciNj0UAb/Sc3mnBAuBCNMYUFdq6+sHO1Qe+YXHSa1qYGuD79/7Z/cT0hGNs4+iOisJM2RZSNMsCbdvOvTC1coClhSnqG1oQGTo8ChOFtyzyzmaTx/OEhTKTr3ksHNn6JSxsncTJi0YQAZPm48TOz8/7ZqsvgsImoEv2el1iU6zv5vST7Ipb6quw96uXEbPoZsy++iGc3PVlv80EN0nMcBgIDMej1z83LYM58/H/2LBpmzYel3QG4rHNgYhvWAz0DIxh1NmCnJOZkgBflp+Koozjck7rghN/Zyd7/Hi3A6w7q/DElmqEZSwH3OOwfls/lA+dVHBSdg6efW82bLDI5FR536avYGZlL7kSkqvR3CDDHw5CeLxNnn85XnjxRUwK9UPCsXjce+eN0mjoTpmHajKYCE5NwrEtHw37+T05B3h4FlBUB0S8AhTrzCB4/N+xwAjrcx2EavRghD6+VPnJJpHHf/iMVXI+dzSUwy9wco8Wgb9n2LRlaK6vkeNI103J2wb4/FrAwghY8C6QdWZcxIiBAX0T510LJ69gaTSYW0K6pba5YPNDF7f8VKXR4GutbTIIbsp0m1QG5tm7BwjNkscqTRZoc9vaUANV+tGe6yqF4XKOmFjD28MNFuYm2DLCTQZBGq2Dkxvu/fPrKFVlyFZx14a1MmDS5n0x/LQvKLL39PSUxoMf8+bPlSaDGBd9j22MNxq/QHBFyvWrUXF2L4vTsQpebBngxcnOYL7qcsE1UxoDPSNztDjHYUe8CrdMAgpazHEoW4UpVSrRRpQ2KdsHM4q9jbsTvt0UUTaTwOv948SqsBfUzbA48SbQWCzBfBSeM8Dvz5d5oe4qRb/R0tyMljXLcWW4CutSgZNlytaEE7Z7pwBfkE7e1SVC8CydX4XN0J5cpeHQhvXxpl5Tkge3gIm9uNCkc3BCTSoI/95UX4X6iiKFQ9xdiDTWVqLF3hYl+b1X7BcSnPrSVpeTd67ieRxy22FgtBAFqd+JoJouNZx4cSKs22icL5CPTXG1jbMnzCwpPuyCuq0V5jb2sLO1ga+3O/T19MAYMUtbZ0lMpsCXrzsda+ik5Obqiv++/jY27j6GspIitDU0wdDAEimpSn7JUKA+adKC686q0SDSDm3A5CW3STMXv/FdCYWjFoA+9RSOazVPFxJsKhi4ONLp7glbPxaB/cQF16IkOwmZR3u7FtVVFkqBNRho4+nqFy4OWcMFizROyOX9t3eFv68PLC0tkJtfJBagtCntTxvFocivfn2nTP47f7MRV62+CtVGTnAq2YeUEyqo+oi8hTrTfLqanuwB/N8ov5Xl+aliMc3RSH7KIZlCs3nlB69NpEI6OTnC3NQEB09k4I7rruq5/vSlS7GAHGhQRNcniq/76rL6wyJ/4INuHcb1nwNbuhk93ABS38FGv7NOBdRn4OjJciyaFonqpmwcOnJEsntCpi6VjcDBb9+QpmPXt+/J95PeyYFBVuIu1JTk9nrMuyYDT8wB9uYDv/6mnxDWEQY3lG0t9XL94ftOGh+bDG4h2KzxeOJmSUnp1khTod2O8fW/+ebb5PUn/U6bbk7BNwNxuVHj15CSq6VK8eeIdszOWe4bXe2N0mSMVl4Rm3MbWztU1dbDPySq5/O8j/XVIemipaVFGhBtE0JrZd2U93HR99jFeKPxCwWnyfTvpyh1rEMSkE/uQ0D0PPlzoCAyXmi0wVFd6mY41cbjqgglZG9TgQ2e2tgoq3aKu79IAZ7eBUx2B/4wB5jiqQjHf8gAwhwBu5Z4eM5tViwLNS0wP/YSTAu2waBBhXYTR3SqK8Vpik2BeUicNBkE7RTXt8ThT/OURoP4Ihn48zzA2xaI7WrGjirF2naHQgMXOFGj0aQ4UemmgrMgX3rTI1h65W0oK1EhM/WETKMYwshpVN+AOy32b/oC8aYWvXQRYwFsbLOO75CcBHLfSbvgzc/S1kX+ZBiWnWu5WJpySszmRKERjUL+i74+7F18YOfmJ+46BsbG6GhvR311iRSbLE6DY5fA3NpeAqwCb71fmoyighzhL5ta2AqtgL8TbTApvqc+4+mn/oCVl0zDlv0nEBYejg3rv5BQr5jFN4m+ZyhBJd9T0uXOVkvFQo0FNjML6KBDAwCeMyxQeQ7x53Eyym3LhcJoul+RY89tbeySWyRs7fD3b/f8n4j0ma45lCuOd2i/wZEDgUUaKS5iuJC4G0Fhkeg0tAQ0TTi588tBhyJsMuRn0GAiOAI1GeUwoKuQ3pmPzWOQhRjB65detx5tNMFz0MjYTHjzPM55PE2cd7USvtitYWmoLMJ7X25BW7PSbOtiOE0GhyjcHDCgbjB4WAIbb1U2wa8cBP7WLcnhlkX7nnHSX5a3BddGAjtLneAbNRGLrfbgH7uBqLlXSSFNLYaurXJEVDSee+UNfP7DXpSXlCBJJ9nayRx46zIgwhl4fBOw7jxKnThkCJ9+aY95i2RC1FdJ8CQdoriBY/il5FGoVLj6quvw7XffoL6uAUcOHxFXNgYR8jrGjQabXhp0cINckHJILHqpe3DwCJJzhVQ50qq51du09hVsHMXNJzdhbY2VcPfyR1rqaftcXut4jRpuSOO46PvigWI2PI5fHDjVIc2G06mLAeSr0z/cL2qm3NT7Ay80Dz7wMOrrG/HQr29FRYlKplDUXlzrV4QddwDHipQAv3m+wKnfAZ9do2wx1p4EIl8FvkxSROCGjSpkvbIcFrsfhf365bBIegcGDflyh9fvVONIpTX09JWthloVL9sOgvqPH3bGi9CbmxMtaJ0rzyOoGvYmHbIRya89Pd0MnLUarh5eks1BGhe54BSDU9cwd+ZUXLdyDrx9A0Qsya0Ab/SDFUN8f82sbDEm0dWFooxjIgYMjF6A/NTDQhMgJ5ruQ3RBaaguE3oAQfcfXQ7xuYK2smxwwmeuQuzSWxG7+GbhmLc21EoSNQXGx7evlam/kYkpJi++RYS/CVs+RnNdFT5+5Sl89OYLSElNF2Ev7Vkzjm6RZo7UD25j9NtrMWd6DAoKS5BfVIb01BQpBqyd3IXGETnrimE9VzZgnEaeLVjQUd/CQoNFGIsHusvw95HQrMmXSEP0c0VrYy32rXsFbU11mHPNw7Bz9ev5P1plk6YzGEpyTg5KsdIFmzYR+FcUicB7/jX3o8PAAoaaBvz4sZIdMxBYGHEKS2insbQOtXL0gsFpB+we6E56ORxJOE9yGx7bymZPoVNZmgC+4VMxbwWF/MA3H76E5PhdSDywVabiuufaUE2G4n4UK5qigWCsD3x9PXDySS/U+a3GlE+98H+79UXUTA0bj3MGMfKcZaFqoK+PJZOckdLqDZfK7chTOyNg/u3ibBe/6YOeJoN5NROmLcTrb76F2bFRmDN1IuwcnUXjFLvsVvzuqpnYebcpnKyNsOD989tkELw20nmNjQHB7QOHD3yN2SCQgsb7gxZJSUlobmqBiamZHJO8R1aX5EkTzPOewykLa0fZiLDJIBWZBgjc2FLszu2xvbu/NDGjSa/k86Kz4IaP/oO3/3E/Uo4fkvOIUAZOZ0f15T1/3bqvx5uMMY7xjcYvGEVZifCfOFdsOS8G8ALJFFe6zQyUNXDqVDraWtuRXaHGPRnAf1cCLRZegGcc/Mvjcb+jSqhSnAoyUZeuUL+dDrRpFLvCuX7K33kj74IK0ZYqScZiU9FB9baBMfQ6WzHFWYPCWsCTerrmQmDn4yhVW8Gj7gCuDAfy3FbjvzfEY9l/lQsgp4/P7wX+uQp4eGoLOtXKCn7y5MlY++nHsoXZfG0LPnrqVpws1YefvYVsLViQ25p1wcPVEXm5OiuQIcCb0lBF1YWGJIM31EpgE4tjUnuKMxPh5B0shXt7a7MUy7Rr7ZuYPCT09SWFm1M/JvzqbitIrakpz+/X3Yb2psykIE7s+FxeRxZV3iHR0jxUluRLFgYLAd40aUNJcXBJTrJsX/7yl7/IKv/ZZ/+K4zu3ICjmkm6q4gJpEGMW3QhHr2BU9nGN6QtOLLmN0Dc0HBalRBc8n/m7k5JCgTSnoM0NevI6tjU3yus8lEvTxY7EHZ/DPWASouauRkX+KQmMk4mwi9cZgm9dsNihfk3r8tMfWKRS+I+uTsmCoDCalBxTC0vY2Vijrc0CDh6BYtU7kK5IO4194Y44PPb+6Wlsl54bTMzMOCro9fVmlrYoaVQoWDSsYJjo+QCLd2d3HzzyzLvISU+Cp28QsgtKoWfv17P5oXUvmwkWwSxg2bhHzbsKGUe3ibnBQAifzqC8QwMOTP4yD/jddKBU3wvlV2yEt5k5Nqxsxd2PPI20kwnISdzdqyjmtWL51CAcyUuXpv6Z6wLwVsksSTbXTZ529AwW6+0/PXQHOjo7UV5ZJe5frXWlyNv/Kf65EJjnro9dJU54u3QG3GbawEWjkYR52kfz3DwfKMo6Dv8Jc2XzW1NWIHbQ3HA7eoXIkIPGAPydOVQiauub4OPjLVs9pm1TR0RjCu+wqagozJD3iFtit4AosfCl9o+aTa1LISmjWo3EaIHHSJnO+cctJK+NdDnjIIAN0dlsFMdxcWB8o/ELBk9sXnw4FbpYoDiGqOAZMrnf/6+tVdYE9vb2OFwIvJPth6arNsJw6fNQX78RzeZeoqds7wBWhQHXTwQ2ZUKSwqnRoC/9io8VbcW7x5SmQ4/+uErtKiLWWusJMDHoEKepYgq6DU2gX3IIBzd9jrwaYOlTG+Fz9fMIe3Ajbrp2NVxdlYmNqh74KtsezuYdiPSywrPPPov3P3hfmgzC3NwMAcFhSEtOkHU5J+Gk5eSkHEXSsQNI3L/5onqvhts8ZibsULZrNo5oaaqVQCe+zxSg0qtfNhpDNBosDBmct+Dy2/HIUy9i+Q2/E/1EW1O9FJm624qa0tx+mww632g5/hSDKs2aBSzdQtDQ0o5Afx8k710vDQVvmIHR8+UGyS0TP0eB4jXXXCPH4JYtW6SZ0Khb4RM5C0WZiXD1ixD9Bb9Pm1w7GKqLc0VYfi6gNsDI1AI+UTPF/pUhiGydSUGzd/WR4uXnjuLsRBz49i3Yu/th+mX3SmYHMwqG/L6sREkx7w+k9lEvxmKzvrocky65Xig5tBXWtDTC0c4a7fVKcBibTFKDWDj1BzYX+zd/jc7a09PY6jIVnNz9z/haHi9aMXlfI4nRBJtUO3t71DW2iLaGwmknO2uh/8UsuknOO4p7ee7SvMLFO0zOoaGaDCW4TV+2EX2xJAAofBS4ewpw+zpgvfm9MOvW3lFA72TaJpsW3SaD5yPfs8kGx3GoNRy/WjkZ8dVOOLZnQ0+Twck5qUEGBgb41fVL4e7ugUd+/xgqy4rx/SdvoGLHS1h3vUKjffCHTtz3WRkSd62Xa0fS3q+VID2/KMQuvU02oqFTl8vj6hueFmKPJJg5wffcMzROflfJdKkug52zlzS7vL7QqpbifGou1Z36EnYXPXuF2NWyUeaWlc0GN8LMRrF19kRO4h4xgtE2GQT1LWzORtNwgxRYKzuXXnRQ/l68PtGSm+BwjfrDcfy8ML7R+IWDk47gyQtlFTtcO80LDV4QOUVk0a1rP0iwyCNXWJsi6j7v14rOgjAyR41dHGxLVZLmbWuqiLm5nn9iNvDOMeDJbbLAwB0xSsYFNx+sCTUdgJ6BIfT4s+tOQG3sgLLyKviQHmVsjerqepCQUmkXByfj04/3r3sWovz3j6GqtgF5eXkyjZpY9gHs647B3NcNH326HnfdciVMzcyEQlGeuhu1Tb2dPugdTjs/3hw4/WERPpzwPXVr07A0ARca5H/zZhgWMwNTl94Mow7lebMp4DSOVAFuP3RB1xg7Fz9YO7rB0NhEmmYLIw1e+9fvpRjR2h0WDmOlTivJ0CnL0NxQI8432g0CH5u2vI0VKkRFK+40pDI4eATIBoaUA1088sjDMDY2kmCpjAxlY5F6YAMmzr8GxZkJCuWhLB/OPuEIiluM9MO0IRsYpJRNWnCNuHSdLZrqKmSSS0vLsuwkKba0IV0UY9I/n2F3fZ2Qfm7QtDZi/9f/RdScK6XIZK7IjFlzhAY3EJRzq0vCykjF0hZJpPlw4kphrd+EWTA0NpPtkVbzcurEYWz97NWe6yjtm9nYsIiiDoGbFNqL6oL0SWq3OISQx25ugrGtYa/zlqJebvcIZvaMRnZGf+DvzEK6vb4cfEXoyLXrh89guPUbOTdIu+WxnX5ks1hq87pk7cTU8yq0Ng5sy8QtHQ0huDHUhZ8t8M2NgIc18GY88NKpAPiHTMLChYuh0WhgaGh4huiXOR6S01NTBv3aTNjFBMO40weTDHfhV19UQK3pkEKclEkODqij+eMfHkdsbCyeffV9HD+8B4ad7bhvgTOsA7yk+bvxS6C0z1yD7wUNObSmHPwdHNwCRd9AHQX1P9zO8vyuVGWOmBV3WV6qhEcS3GZQb0EXOVI+eRwGR89GxLQlaG9rxYvvfw8j400ICglFdqricMdrBwcuvCdyyNGfVTqplKSi9b2ejTR4LS3tp7HkppH6I26aSOHidUqrARrHzwPjjcYvHV1dKM4+KRcjXoguFtBeURuopCtu5QWVQT89jYaHLzo6OmSKRR2FQWm8CCnZZJALza1EjDvwTQqg6QReI9VKDczyURK+ufkwNVL+NNPXoMvAFF1GlqKhcLYCKowCYN9RD3ujVtF+bN8bj9Crm8X1is9F478Edpo2mBnrYVLMlTAxNkHF/uMoLE1F7oe34LVvgaRN72DhnDi8si4e94aqeonBCWtrazQ0KBoFeo/T5z0zYfuQ06fmxlqYW9qhbow3GloEBAahsLgCxkYWqE5KkIKeAl2/qOmYvfhylJaUoLqqQmw+eVPnZIz8bm0xeNVVV/aEhQ3X7pCNG+kemZzAdk/arOxdEBS7WG6AxzZ9iFU33492TRdM7Dyhb3BcvrZvgc5txvIVS2FkZAj/AB/R3fCxOQVtrC5H8JQlkmfiEzkDBakHZSpuZeeKhpqBhdnkaHOKOdTXDYT8lAMyOY6ceyWO/vi+2B5TbMk/OYkWCtUAFMSfG5L2rMPy2/6MlrZ2uIWFD/n1vCZya0p6Dq2W+Tqy6CO9hO5LpH/wGtRXAN0XpNjxg8F9LNrZNHASzcmtttEIdwb2dw//O7qA2tJcuPlFoqA7QE6E4HWKPmP6KNva6oKNFYvZjPgt8ntrrblJa+FEnccON258Paxt7RA+dREMOhqwefun3fS83b0sYrUIm7pCKJLaotfcEFhztUJbPVxogGt2TUCnqT06O3Nx02VzUVdTiT/+4fdYvGgR1n/zbc85TZc3UiypbfEInIQbgquwtcQck9q24cO9leiEETxDJgmFlOYnvFfccccdWLVqFd748Ev8uP4TLJvsBUcXBziueATqtntx9aLlKG0cejjBYUSF6pR8aMFinTqHiFmXwdDIWJp6bt8rVJnDFjj3RV7KQXgETRKtETexbDpKsk9i8rzLMGvxlahvboWhvgHMbGxky8YBjIujHR7745+wbv0GaVgpCNdeI/sDheISADjEsfxTwK2euZWdnDMD2Z8rQ7Qyee3G8fPCOHVqHMrJbWwq1p4XE7ge5o2G7ia6qKmpga2trSTVTowKx5tvvI1HHn4UbR8vR0uVss1oVQOOFspGY1smMMtXsTEkfYrOT2wuRJRp44XmwNUwtPVCRwdQ3WmNLmtPGLbXQ8/IDOY+cehsrUVGJRDpDKxwUeHPty+HQepnMsEm9AxNoE7+Av988mHsPnQcLSVp+G9GCAz1gcfpuFmvwqbvFEEbH5PFRt9Gg80TQSoVCx7P4NghXx9FEK40XBcDcrKz4OnuhJraatRWFMEzYAIuWbFa/NObW9rh7e2FhC2fCJUhZd83IpjWvYEePnxEmkpiKLtD3pDjlt0uQWr8eSIkNTRGSNwScZoi954FFjdnzV0WKK+sQUR4qFA2+tsCLFmyWI43gn8uXbqk5//YDLF5sbBxQmN1mQSdcQIbMvX01wwEbiJIfzhXnNjxBcwsbERTwAKFdAkKLhurS4UuwTC2XwJsnL3R0t4Ofy93lBQOzbEn7SQwPBar7/07pi++Sgp9Ts4NTcyQsu87KcD7Nhn9aLh7JZNzusyQQTNre9muiAFCvT58dU5RysDam+ulIWHIWl8hOK9Px5VA5VEFww3ZJNAaVTtNp95Je02TcEIOdSqLUFGQji4YSpMdGBwh1yg2SWw29PsYD/BnkI7Iwp/42wIg//dAmLM+rt09GfclTIVKVSB0xHnTJmH69Ol499138Oabb+D6G67DBx+8C29vH7FqpasSm/ggJmcbGcDboBi7DxxBmEUlktRBQhVifgobIjYZy5Ytw7333ouP1n6BnVs3428z6vHOb+IAQ2U4wdc8JjbunF8zarGyE3bg+LZPEP/j+5KoTXoY8yFil92G6EtugP/EedLsDxedmnY01JTLBo1oJE3N1gke3n6ob2qFmbEx2tRqdHR1wsjcDgW5WQj0dcfSObGYN3eONHuDNRkcmDF3pG8q+EhDGqScwYVFHKLRAIMhoxeLSc04hofxRmMcAsVn+9z44BcKLJpoz0sxMcOGdBsNajQuWbwMxkaG+OKLL8WZIurvKuE3qy29YDFxNQxsvVBYB8R5KWngJ0qVDA1SpaqagKeu8ELbtRvRNPd51F65EV02XqisrgZqcqAXsFj4sB21+UgvVwulIaPOGHbWpoj1MkTjoffEgYqg1e6pg5swsfwD5G9/Daaaarz57of4+07FD3+Bv2JtOxB0NxqEMg1V7Ep/To1GVtpJvPbUvdj3zTsImDgHj917Pfy93eHr6QZDQ31UleSis3NgYTQbtY8/WotCVfGAKbHkU9N1ioYCyfu+6Znoc2Idfcn1aG9rRurBDXB090f0whuEVtWpaUW7Wo1TacPLwegL0iiqinLgP2mOUBWdvILEDlejaRcKyWAgNZDPYTiajoEeO/vkbvhPnC3nCJtzTngpbKW+JHTq0p5J9c8VpDhNnH816iqK8e6zDwxKm9KCBWGXgTEMDAwlyI0icnLJuZWiruhcQYofncBYSLPhdAifD09XJyly5f87FTtuUkyoTyI4CW5prBE7bW5dRzvHgQ03H5u6Ii3YVHBirnVB4jWIBSqvMY5eQTDWa0dzS6s4spH6Ir9nbrLYQGvBY3j6oiswPdQeLz15Fwr+7oVfxenj/1IjMP+7cOw6kiy2rmyquBF86KGH8N133+HmW27ulXq98ppbpAkiLY2PzeI7pCsV3x0pxK0xhtjVxsZcT6hA3CYRNN2gUcOGDT8gN3Ev1l9yArdPBjJOxkv2ETHSWQwc4PH3YVAmhxnUivF8ZDHNxmPy4pul4aRxwGDnNwceDOLUhnnGXXIl1JpOhAZ6o7q0ABZmJtCoO2BqYQUHJ2d89PGnKK+qxbJZUT2b/YHAQE8GSo4meGyzueR2dzDIEC0/TQYjZ9OMjWPsY5w6NQ4B19ic2ml9ui8W8OJEypdflBJGxmkzGw1eYJevWIWM9FPIz1fSaNs7gQdT5+G5l14V/URbezM6P1iOnFKVBOVZqZUQvWAnJcAvxyoOVjr6Do1bHPzbd6OrUw29uN/AuKUS5oXJKNI4wamrAc5WXdDraEOxKhd/SgReM16OXYbLMb9jI/IylE3K3PY9sFErYs9TlYou5B+XAJ8MkhFGjYZ2o6E76aYAkF73A+WKkCvOouFiAMXJ5HgTrU210G+tgL+XCw4kpCElJQWZJw/INmAobN26FStWrOj3/8SCNmyqpDRrJ6rk4XNlz4KSn7N0cEPQ5AXipJO8Z70UlaRJ0DEqetENQo/ob/q3adNmPPzIg7J9YbAU/62LrOPbMWXZnbIhoWc9rYebasrh4hsmm4bBON3kfbsHxcgG51xQnHEc7v6TMHH+tTi2+UOUq04JNYfT9eC4JXLu5J7cg58r4pbdhq7OLiRu/3RYmw++/9xVdHZ1iSsRC/9TBzeOqIaN1ym6UvGjzd1MaEqdnV0wwgl0NDdIUcYpMDUI5P+TJhnnDRwZfqzKOYMDpyLSwvqkQrPIXXzjwwgKDEBudgaaWjvh5OyEivxU5KQny2vGLQMNB7zC4oT2x3sKTRZUp45g/mW34OW/3i1aC0Ld/hCWX30LkhNPO0IRLLr/9re/obq6WpKgHRwcewLpWlrbcDI5Ha6+EaivKYORkbEMye6ZWYtvOqdgvlM+Xv46oVfujp+fH1544QUcPxYP78xXcc+UKjS3Ay8dAJ7dq4L7uvOTxUDtD89h7XlMFgG3iswBoW07wcC82vJ80cNonZfYePG1JO2SgwJeK7lMo322kZWj6Ff4mllamCPY3xMv/uFOnNj7HT755BM888wzuO+++yTlvS84eOB2UzcMdjTAbCFSEYcDydJwdBfXvIFoVuO4+DC+0RhHDziBEp/ui8xnn1M1Ulq8IxTnCjYaDg4OmD5tCn7cuKFnK/CnP/0Jf3rm5R5xuJ6xOWod4lDRDNS2KIF90e7AiRJgcyYQrj6dj8HQvk4Te2iMrdDgOBVd392OervJ0O9ohaqkCsVVrXA0aoOBXpeIGTvMXZCkaoJvzlsiSJ7vD8nIyK4CjFpK8PyVzkKT+jYNqG5Vkmf7888nbGxsem00CBYedHnhNmeogkZLdxjLsO9TwM+YFISamlp89tE7aNN0CsWJYkIKmQdDQkKC0KemTj1NN6IegUnbTp4hSNj6iTQUtKbljZt8ajqfUKRrST/3ri4JJqPIV3dyzSLz5M6vpCnpz7GJBcriRcuEosc/+xYsbFZIHXDyDJamgi495G7TgjJsev+NkRYFKYd7MkXOFQnbPoGFjT2cfSOED61ubxHxpSo9XpodPp+fI9hckaeeeWzLoNswNuQT51+HqNmXS3Gvr6cPczNTGBoYwMfL/SyajLPnuZfWtKA2Y6+4XVnau8EreKLoQkpzU+AWOBGattYeW9tDozwDoqsWz4f+ps90AyINNKegBF2GljJBb2pth5NvpDQUPEcpgGd2A49rXpOpLyEN6/9e+gAfvv5MT5NBMJwwJOB0FoQWt956KyIjI9HY2IiIiAg88MBDuOO3f8azr7yH+5/8D6rrW1FTXiBOdRwATPB3RauZB+aaJ+KlbWW9mgxutl9++WW05uzFouwHcIlHPQpqgdu/Bv65R6GpXqgsBjYSdJaSDJ9NH0peD/U71J4wGJFbj8jZVwhNjDoLz+AY+b7G8nyYGOnD290FDva28PV0kfweXutpQUxUVVXhiSeeQHR0NP74xz/gyitXy5ZIF3TQoi33aIJCfH1DI7Q0VA/7e1Tpx+DqE4wHn/4frrjtwVF9fuM4PxhvNMbRA06wygtOybToYgMnIeSiuvpFSqPhHxAgDkC0GV2+fDnWrVuHSy65BK+88mpPUBabiPrseHGWSipTrGrpdmJlrNzU68pVaP9oOUwOPCP1Q9PUP6Dxyg0ohRtKG/Wx91gKmjQGuGFCJ7KqATtTyKRskrclLgvR4OWd1TAzBF7YC/jaAo3tgDVq0Wbpi6k+JpLxwcfilNLIAHhs1plpv5yQU8hO16m+IO+Y0+7BAsbIDTe5CLQ3JhbWPU5aTExeuXIlvvhsDaxYcGUniU6BugbmVgwGbhMYXjVlihJ2R2oSnXGYok5BMG/u8y67DYtvfhx+EVPlPdaKwFkYscHQ8tK1U7+ObkErG4SU/d8ifMalEkjWF0MVLBRnG4p70RSZGJOOQ6oWyf26YWd9wcft6ND8JN4yud4Z8VsROmWxcAPpvkN6AgtKBs7xd/q5gRoBKwd3sV9lQTcQlt/2OOZe+xCc3H2EskQRL6fkBu21MDUxwqnUYYZWnGNDT0E4rw/UhZTkZ6AiL1msnWnQERQ9B7MWXYYrbnsALhZA2SAUy58KCrxpwczfvS+P33/SPDEw0NM0w8LcFF1qJW3e2tJCdCUGxiaiQ7J19UXOyb1CmWJmAxsB6p069QzR0amHjm6rcKJT3QK76t5UpZCQENxzzz0yWPH19cUf//x/aDJ0Rm2zBvuOpuNUUqJscGkA0lRbLhTIefa52HI0T5rB7O56lkX1dddfizdf+y8m5L6ACel/QX2HBRKLO7HyY2CPsuQeU+DWgQnppEod2/Kx0K24rSfVkZsi0o9++7e34OnjiyN7tyHx4Ha5LiTF78O3H76EA1u/xqZ1H/X8vMTERHz00Ue4487b8OK/n8fmLRt7mg3qf8wsbYTeNZqgvTM3tsMFf0f/CbPh4e4KI2NjsVQex8WPcerUOHpBcjViAi8KW9S+oEjaO3wa2rsM4OXljaMJx2WLQSvDzZs349///res4zdv2iyr8gUm8bg1QIW7diuNBRuBKR6AoQHwzlHgvqlAWbEK5TbV8DRShJkwNIO9USPUdcWY1JWPI/WuOFThgWvc0tGkBkKd9LBb1QabzkbRXuTWADdFK/oPe1PAEs1QW3nDYmIU3Fq+wgerVVI8/G4DxMM9vvBM2hTRX6OhpTMwPZxFaH9TSOF2W9kNKgi80KC/Pf3htVi4cKFsoL78/FOojWwkQI1UJvLGWTRWleQMGuB3+PBh3HLrbYhbdivqq0pxbNMHchOnaQA3EkbWbjAwNISvlweKspPFOrQ4c2u/DkIScqez2WBCOO08o+ZdiePbPj3rYCna+NJFhn7ynBzXV5ZIo0GhMYuMgcL5OO0m7YvTz5+ysfQIiZX8g4TNH0kYZED0AqTs/UaCBP0nzRXx6M8BTl6hUqh3drRLpkh/4GZqwtyr0d5hgGB/DxH8+4VGY8/6t9HWXI9vshJFzMsE6uFeD8/FuEcaDTsgoUQRg6OzQ65l5KtPnrkQ5dV1CLU1QFm5G8ysWnsC2kYadJDi5Fw3X4HNqFfYFNlWMDSOydo8T7hhc3V3g4W5M4pUBSKEZ4gcHdzYSDMQLmDSXETEzETUpBgUFhXj//77Odoaa2GhLpafV35iM+4LU8FhFvDcPlrVGuHvf/87LC0t5Xz9x4tvoKbDCgZGXWLVzWudtYOrnP+O7gGoLs2DKnErHBYCiwKBVw8pz5nFNItq6jm4ia58pxCaRmPsLjHDH75pVF7jiwQcgmgHIat+/Tdk5xUiKiwQlV99JBRnTcIR6OkrDS6baXFKO3GaBllaWtKj/9B14uNwiu/1aIK0VIZaDseKnU06jyneC1SnjqJh0iQ4O9oh+9Twm5RxjF2MNxrjOAMUPXoGxSA3aR8uNqjSDsP1xpuFOjU5Ohqd6jb89re/leKz52tUKmX6TFvSG4G3bvHCoyfj0FwQDwN9FU5VANco1uUS2GdXEY+u9mahWnELYll1FPnNigA82roUlqYM27AAjDpxpKgVEQ5q+T5nCyV53M0K+CYNuCsW2FDsicApj8LByBi20+9A8n+WY5GrSsIBXzkI/PUSwGYHUNd2mjY1WKNB0M0mMGa+UH76UjxYlNDpBecpzfZcaVOkiWhx4003oqioUChfpPlwmkdqi4GBhUz36FvPQMN+oa+PsiYDODi7Q68+H+lHdonzDVN1KWQlrUJdVwIjRy/k5WRKQrYu1aIvTMwszwgL5I0/L+mgbEqYRTEYJacvGFBGCgSte2lk4Bkai/aWJuFk0+3q1KEf+v0+ZjCwGfmpYNM1/4bHcc39z8AYrTiekAi3wAkigCddg+8Dm7mLGWwgAmPmoVPTgYqizDMKc2YghMQugYNnEGorCmFvZ43s/CKYmZogKiIUWz85fa6RjiIUxfDpyErYPirPl43GtG5Wi2wHtIuRri601hbDzNQeXu3xWJ/dLscw9T3tzY3y3DnZ1w2uO1dQWN3Z1dkz4aZ+gOcZt6GSvcJrYVOdvLZ60JMN4fHtSoYRP+ceOEkKSjbedC8sTI+XbevEOZejoUUNK3MLvPrUb4Si5xEcI65UHH4knAJeWQm8fimQG3QPZsyYgYrKSrz24TdQVbfL78bMGk7fScPhv80s7eT853l7eZiiq6ODnzb7gsW0NBnyi5jB0GMSXkqwxSdbE0fTwXXUYWbYgaYmNfJysqTJopCcgwFShtmEUWdJEb5uWjh1J9zg8/XQit1JJWX20Lla7p6NNqOwz3asP9BVjccEszO4/SLWf/DSqD63cZxfjFOnxnEG5IahbpfV98UGTtsMjM1xLDkLu+JTcffvHkP80d5iQ13ct8cL1VdsxB//8TyefHsjXkvzEhrTjhxgdy7gbgW4dajQ9tFyGO14FKafL0dDRTEczQFjA6CsEXDUr8bO5skw6myFrUmXuMPUtCgZHQz/49feNFGZdtI+UeuQZWBiDmv/OKFbvbEK8LcHjhUCb182/I0G0dmhFrpDfzaofC/Hsm0xmwne+LRbAz8/X0yZMhmToif0rPpzT+6X4oaFBfVDlrbOwiXvC3v3AMQtvU3E45WlKkSG+MsWJGbJLXIzq68ukeInLycDu9a9DlVO+qBNBmFsbom25jO3J/TPZxM0Yf7VZ/07Z5/YLcUSQ7dIW2LBxamj8Nn7+b10Gxymn/9UONhao6KqFvZO7kiP3yxUSZoqFGUlImrOFbiYwQKZNDBOxDs62pF1XClctODrF7vkdqH4kDZnbmmD8vJymHQ1S/5AampaLwc7LUWRQWKkZQ6Ns69kSxoAV8vTjUb3gLqn4Nr44bNw6VQhsbBNhMTMcWFomzYLhZQmUu+4fTsXUK9E4bmWMsUm2H/CnG4jiS5yeuTaxSGGNMVFWb2CUmniwKEUz0mGqfJYiltyE2YvvwF2FoaoqKxC0skToq8iLZETdzbbNFZgUCED8pydHPBkeAo0DWV47eMfcDz5lGxoC0kxZBK2kbHkKxSmJ8gmTnvezvPjFhn46LRBFgxK4qHpNsig899j3zbi26Mlo5p6fT7w+ev/h4baSmTn5MnNhC5gfG04SOF7SEiYn85xyoEaHfioHdM68Yk4e5S3Gbze0hlssM0zKXl04GKOR+6JPWKhPI6fJ8YbjXEMSNWYteImPPLMuxedIGv/rs34cN0W/O/jdeiEvnIznjRPpoF9XZg4/ZJNheghzLHisivw8kFgTaJidXusGBKgZ9yogkXW1+JpbqSnTBCrWoAgR334WLbCsOIYGvXtkFMD7MuDNBsUmE/2VML+eKJVNwNh6vgeCkZLayve+z4eBfVAfStwW7RibUnq1u+6Nd6kEA3VaBC8gYvVpGdQr8/z5kr6x1gFOfRsALSIiYnpyaPQrvpJY+Fkmg0VafDt7S1i16oVhrO4pGiSN62kXV8h5+Q+lFY3Yf6qGxEWt0CsZUkH0VpuioVmXZVMANm0DAbTPtSpvs5fFL1Gzr78rOmJHR1qGBiZSBFr4+wlz4V87KC4RYNurobSqAwHZoZqaWySTuXIBDov5ZDY3OYl7UOHWo2gyQM/h7GOCXOvUopidbtoBVgkExyaxCy+GSFxC0UUb2FuJpsBOoAd+eFdbPj4Jfzvn7/D7m/fl2sFm74zbIat7aWAGmmwNdE2F30bDcKsqwmVVdUImLy455hnAUeqEp32WKTxOKJZQlDsIrGX5YZiuOc9KVPk0RsZmwm10NjEQh7HzNqu57Fyk/aKzS/DHvsrCHlN4zSa5xN1fqbmVmhXd8DSxhZ71v8PJYUF4pLH5ojHXNbxnbLdoNDZwNQKUY/vR5fXLLR8chmKT2yW87SxtrxHAM33iQ2K7rk4wUWx+j1apFyjiSvCgDgrFcreXo597zyKpauuQ2Zpc4/N7cUOvvZsKuigxy0GAwJpNUyhvva94rVOd7ikqx2Tz+vpDY/O9BPgFjABJdkDa5tIseMWvro0X67H/QU7juPng7FbgYzjgoLTKw8vb9Q1tlx0gqxdP3yGt/7xAI5u/1IEirwZ82LWhS74RE6XCSAdd1igalfLAnUz/uS7U9Jjc2v18MBG5dMM72PORYtGD03typbC3hz4usgb7Rq2Ml24wr8JJfUaTPU1houVYl1b2wqkVwA5dJoyVITfho0qHH5uORLWPIn0d+7EDBsVvkwG/roDqGkFZngrSbk3TQImuZ5uNPq6TvUH3pzJqe67wVBsbpXifazB3tUHNSWn3aZ03w9dX3tuD9pammSySfoEC2ImpFNsSH0Bb7q0LzU2s5CmY83Gw9hzJA1WLCptHYQOyEJIl0bD4so1oJsjNwCG4uYzh0OjVguN4WzAqbStk0e3j32abOJsnT1RV14ojXF/YHHAr/up2SjMkdi+5hn5WXHL70RFQZpw5rlhObHjM7j4hvbrrDXWETHzMqGxsWnjVJ0OPsxNiZy9GlFzVouImMMEBsuZmlvAxcFaLH51QXccUhB5XDHfoK++hhx47fR4JNGsZgN4OkdDF1M8ge1JivWzV8iZgXIsLLntIsWLZgYVhZmwsHZAQPQ8oQwy1Vsb/tcX5MQTbKBoSUttiJN3iDRVLFrzUw6hIO2w0Kj4GLTj1QU3jlpHI3s7Wzibq3H5yqVYOHMCLC3NUFVTL9sSbiKb6irEJY8uVOwGuZ3hgOR/n3wLDy9fvJYeiGeP2OCpoP24IsYRTl4hQjVMP7JJKGJ9cUU4YGsKfNGt878jBlgeomw5/rpehZv+/jW6zF1lIPBzAbdOFIBTB0Nan1jRd0FcyrRgTgtf8/5A3VJJ1ujqHnjtYOPbn+06xd5s5LnRzTy2bdTF6OMYGxjXaIxjQFQV58LY2kX44xcjuNInx55TM97UyAHlBwsFUlQ4+eOG44bb70ewryvyk/Zj2+pCPB/egtjXXsOf//xnlDVVCfdXwrJgiO9S23BbjAHUnZ1Y6VIg/GpyqoMdAefWepjoG8LTzhBdXRppNsyMlMTwknrAxRJQ1QKOahX+/f5nWDV3IiKdIFoPCtGZLs4NypJAJWX4/dXAKw3mYvPYn1C5P7DYYAGembC9hypA61YK84YKTDrf4NSUScssDPuu+vvztVelHRGdgrWDG+qry+ATMQVWlpZASy2yWhsRMmWp8Lg5fQ6JmABVcSmszI2RvOfrfh+fUzRuNjgN5GZigGc55O9BXQUn6Vqf++GA/Ojmhhqo21sljIvHaXN9jXxQX8AmqL+pY0nOSTE8YHDcT8Xx7Z9KSCGzPRgmNuuKexFy3Z1IT03ClGW3YWJEEPIyUy4KvjRfexbTHB5wks/N1oqbH0KHgQU61K2I3/alnBdtLS1wdXWBq7MD9NCF7/v5WeJedHyn6A5IR+SmiecStyS0KGbRzaZDFyy0l1wyCz/Wq5Cfd/Ypy7yO8DrQ30Zjuhfw2uEuaKoOiSEAhwlagXB/IBWvlOYPuYptL49vJsMbGZuIDS2/lwU+r4O8BpImy3/zOk/aGc9HDmZoN83Xko0vNQHcxPX9nbWia1LVGnkR0zdAe7saBeX1OJqcJ8Juakl4DWJCNgtLZ59wSaRnTgKv0Wu+243jaXmorm/ExlOdqDW/FH/03QqLY/F4ubB/uhMd/sKdgY8TAXUH8MhMYHH3dXPFx8pgiI0ik8HZdP5cwGsCt5G1ZfnwnzhXtpDcQmltzHmfYJHPuwXNL7gN1oLNpJODDaKXLxrVzBAOLPJO7htU7K37vMbx88f4RmMcA+KbD1/CDx//GwlHhlc8jUWQM8yJHzcYWnAiTq4+rRezE3ciNzsLR5ILUG0ajOs2e8Kwsw3LXfLw1VdfwtnFTaaMdRpDFDYawtnVE9Ut+qhu6hJeNcXe8Vzdm3jBMXY12s3cYGvSCVMjfawIVixzDxQAFsaArZlCt4p0AQ4WAO+pJmBzjgEe3wysPQl42gBRLkpKOR/Tzw74Q1gKDAz0z/BAHzRdNS9VmistOMU3t+pNBRkLoF98fwX+QDaxvMmySLK2c4BvaDRMTMxga2MNU1sXWNu7dQt3D8skVNOlDydH+25ut8mAz6FMJ4G5fwyvwTu5+ys4uPkJZWC44ESP02ZO+ch7p6Wpk1cgco7vQui05f1+D6eVbLRGAtQo1JYXIjh2obhdebi5orSqXlyCGP6VV1h2UWwzHb2C4egRII0GC1cWxGwQ9ExsEBLoCzc3d8QuvgGOLm7Y/eUraK4ulCZjKEcb0kepoQmMXtCT3E0KDmlvuhNknptbtm7CEw/ehR9//H7Y5+pwGg3+lVP76hbIucI0d/eAiT3PZyiwaWLDwIKUaeQSiObkiaDJl2D+tQ8iPHoawsLDhL4XMWsVSvNSkbjjc6XJ0O9uMkpyezUZLGhJe1q08ooe0TWL33Xrv8byJYuwePkqvLtmHWyszFFVXirHN53vknZ/JXoCvkcO7v6Yd/XvsOD6h6DX1YnconK4O9nj1rt/h63bd+OSt5qwwK8Tb646s/EiVocrmretWcBzS4BbJgGJJcCSD5Umg+c9z0fSuH5uqC7JR2tzk2hpuLEjnY1bVckB6kZpzskzthoxMxbg47eeP8PqdiTBppbDG10qlLmNI4InL1Qocwk7xpuMXyDGG41xDApOwRm481PpGhcSnJyRQkXecl9wUikuQskH5CKY0+qM8st/BGLvhq+PGxZc8xuZgNpbmqPZwB6vp7ihqt0MFmZGKG6zwiWBBlg+KxydN/yIrkXPo/OGjWgx84CdtSla1MCdk5UCIrVcKVn593YN8Kd53LiUwd3JFsnliivVlixg1Rrg7m+B944DhV1eML5mLbx9PLFt60bMnegl9IqhQM4ufy8KBQlOE8lHH+shfUOB9AtjU3OYmJrD1s4aJiZGMNDXlyJH094iTRbpIsXZJ6DfVgMXR1s015aJbWt/7z1BUSmLR3KG+4LF3NlYPCfu/FzcU6gFGg74s5WCTk8Ekfx3U32VnG/M7uBksD+wsBjo/84WidvXCm1q5pX3S7ZHh0aDpONHgdZaNDQ241TK2LaXtLBxkk1FS3MDqktzYefiIzRBbso0LfVIz85DeWU1gv19MDEqXAogbmheeOKOYW1qhJKUdliSm7XmGHyd+H5p6UjcvpmZmfbSFZ1ro6Hp7F1Yc2qfqrOIJAWQ1JmhgjoHAjcX5PlTuO3s5AhPDzeoDawROGEGjNqrkZ+8X/KU2GRQEF5VnCUbCU7DqQEh7ZQf/P4De/f2nB8UXa//+G0UFhWKTmzjJy/hrad/iyPb1yvvh7GpbBjYvPEcTtq9Dm7ubjAxMoGdrTWsLc0RExGA3952Jb7+6jPcdvf9uH+PJ1o0wMabFb2cFnx56Ar4v3hgzVXAyhDgiS3A41tOjwXomkhzg4vaZmoAFGcmwMkzQLb0IXGLUV6QLhtRu+7rvTY/iQ0hN7wEj92br1kp2VI/5TgdCkIFzUuVv/N9p27OyStY9DUc+o3jl4lx6tQ4hsULZfDZaNk7ng+wkQiMni83xoGEcFw7hwf59BQQegbG0Dcxh5urC/Ra6+DvOxc7f/8Euo6/iw5NG9xVu2DQWARr74loMu7mQBuZo8lrCczq3kNepyPMOyqF+kD9RWObQsFqaAOunwC88FkOTMOt0QXFZtDaRLG15dfS9WrG4jhEdaeYm5iZY/XCOCxwUMnP4O2ztAEoqFOKFKbdcpKnva0y/ZriS1IlyLWmLexYApsGiqGHS2ug7oQ3rYrCLGks6uoaYWRogPqGJmjam2Hn5g9Ne5sUMKR+rP/g9CRTKCIhsbJBYdPJzYcuOPUk/aAvNYQ36b7WtoOBW4GTO7/ExAXXShDfcASoOYl7MHnpLUJ5E52GkycsrOyRHr8FkxZci4qC9DMsi7m1CZ26TLYbIwGKoaetuhu1rXo48MmL8vz3fvq6NF8hU5aIHexA+R4X3GFq5qUoy6WuIBg2Du4wMzeFTdhkdLS3oqauDmX5hzEpJg7mZsbn7MlPKgrFyz7h02Bh4yCFVEE3jY/DCdJQNBqNpF7r6orOBjyPvW2Bffm9NRq8dnAjqgXPZeoVeI1SBLdn9zuxCWbjnZ2wEy7ODqisroeNtSX8fT3R0uSBXRvW4rJbHoShlROa6qp7MklI9ePjUpTNRoTg0b3jH8uxpSkOMwzj8fsJKjzWGiDNs5a2SU0Hzz/a03bpdwhlinRBezd/lGSdgINPBApOHYOdkyt2HDLFN5t2w1G/CldccQVuueUWHDt2DKkHXsGOO1Jx/ReQQD5SS7n5eWax0nVc8h5QrHOaalPuxxpVdKTQ2lwv188KVYZst8yt7VBfVQw7194p66T5cSBBOudNt/8acZOi0N7eLoGo53qcDgZu+ZifwusVG35qfehuNa7DGMd4ozGOIcFikBcLu7OcQI8l8OZIC0aKI+k9PpDLha7vOKd0Fgn/QW2rBjbGGuibO8Oo+CDUvnOhtvCDSdE+NLrMgnnZMUDTChgqU02D6Q8i49hmeBhX4qtCb1zhXiBhfYbddrh25soqcaljFoxNTidCc5JJJxUKwRn0166KF0EdJ+t8Ti98QV7t6akeNR+cgjJVeK4v4GShhBNzk5Jf24ni5n3wmTIR+w725pOPBVAQOhjPXBekQnElX1Ougm/kdGhaG2RD09jUChNjY0DfSFK9Byq8SZUjp543P4avsahn8aj7/wwjI51Dd+rWX4bGUGCTk7z3G7GJPbl73ZBBiRQvM2iLdBY2QCwYjM2spSCkBz0bCqaR9xUsc+LMdHIWHT8VbLwLUo/AO3yKnOMsXkOmLkPq/m9RXzlB9CeJ2z/DWMOEuVfCwdYWVtFz+UqiuakRFmwO1RqYWljB1LADhzfsl7ySnwoeI7x+0EaWdKL8lINy/HKCq8pLxadrP8e8SxbjpuuvOyfuO53paJfdK0cDQJgTJGOnr+kDqU+cGNPlie5MQ0JPTzY/fH9TD3wP38gZqKptQn7yNoSGR8DNyQZJ8XvlWtNpYgtDQwP4+ftjy9qXegX46SLEEUg8pcK6IypsMgLevQJ4fHYXHv70tPUtUVmYIa+TOP51N/n27n44uHMjbJxOyLmovRbw+ZlZ2uLll1/GggULcPnll2P2/R+iq2Aftjs+jf+k+OLWeT5wqo/H1gQV7lzfh9yopyeaI5o0/JxBOhuDP9kAU/tC6qazd6hsnrT5GIqewwCrrroBv77lGnz+6RqsXbu2X/3bSIBbPjbgFHtTf0Zq6MVuKTyOkcE4dWocw0JZfqqsQEfDceV8gRxRCjv9JszqsYnsC13f8bkLlqO4pBw2mhK0ttThVHEzWvP242CxGXYcTESdwxTod7ah2CQCpgmv9PwMfWMzdEy+B0UaR8xwbcTH6XaS+ssGgM0BXavYdPz9ci/YRS6Gl48PIv6fvasAr/Iwuyfu7u5uQAjuLqUCddet7db9lXXtuq62re1G27VrZ7XVoC01CsXdCUFC3N3dXf7nvJcbbkICAWLQ7zxPHiBErnzyyhF7YKaHynXqr/sBbyugvDgfq5Yvw/4PnsZNK1Qe6GrIRqMBiC4AvkkE3jikog78bhvw1wOqKWhXWzNC9TPw6nV2+G1AIlYv08WT04BVwcBEZ8BucDTvYQGLfupkzgfyrNkY0kmKNAAefxSs5mSkoL29AwakAWhpobY4c1DTfcnQSDgkScfkN2uCDkWkdmhagkq+h0ZDMliwEUg5ukWcjnTVm67zID/lmJgT0K7U0NQKhsamkhzOkD4+hv5oXSw2GdQ1VMg6vVeea9CUZSjKJL3FSHRNTCI3NLGEi994jCVQtNzS1ABTKxtYmJtJQcVtJRtyG2tL+Pu4IyB4aOhlmuB7wkkyN2CksJlY2gmtNCMjEzo6epdVvFGXRaipU9ZGKue67n6GJnwczLRgLkhfy+6+4PYjdMb1UoRyO833mNtEFoIl2fHi0scwvRNH9gr1sK2pHm5O9ijJSx+wySCum+wG3WCV41RjO/BtnivMOspxc8i5dCUVnaYbXd2dPXkcHsGTexp8NTjI4vmuZ2yBrVu34uGHH8bKlSvx2Z5M5M/4N55441NYX78azTdvxovH3c55bezdAlBdnC3C/asZpO/ZuPhJg8bnauXoJccjGzpNREyIwtPPPIeM/DL876sNaO42xJ4jsWho05bhBre8pFVxC8Tj2NDEXK45PGZ4XPG8Ggxos0uWGl3Z6PJVnHlaaTIU9ICXtKuPxKhg2KbQ5ESTZ3slg0WdlZPnBSed5Bob6Okg6fYUCfF7YhOwYHoYfB5Yi7ziavznndfxRuhhtFsGwMnWAi0L3pIkWrniamlJaFTp+8th2N2I1voqROd3y4SSKcDaFm6oWrlZqFYdrc347OmlsGnPx+ObgZfmqRyoLAyBfx1TecOXN6loFZcCz7AZcjOqryiAUUuRbEH4QaqGbEHo0NXWm4ZFQXrrwDXGZYHNKqfCdPYZCLz50YqRXGOhslEkq6cHIxML+X47RxfY2dujqapITAsuFk7e4XJT5QROTU3iFoE/m9sR9etWkBJzyR7vti5+8AybhpM711yQesRJOV1ZaFfJDSIFlDx+SBWjSPf4lk96f4O2toQTxmz+GEMF0uumXPcwurs6cGLb5wiauhxxe7+Bha2r5HvE7vwSzQ29U7ZHAxwU2LsHIS/lGKKmzUVTlxG6uruhi3bsXvceVtzxiIjYSZUaLscsTv65FaCLnY2rL/zs9fHaX1dj8qSJaG4666J2Mfj1ZOB0iWqL8f5xYJm/atOxc4AcM2olaCJA0TM58P2B2iROmEkj4nlEfURTfY00tZqNPvUXtBxl7khpXvI5aep9ER4ehvXffwltPSNp7pYsWQFDez88YL1DGqYfk1VDkL6gSQUbWg56LGydZWPI/A5SW9XnITc1fG6kpWmmnt90041Y/cZfe/7NYRBNI9Tg8+N7QtH7zwGRi+/G6T3fyOsVPmeVbB3n3vRrMUDgdooN5G9f/xgVVbUwNjLAF//8i9BOSbtS/amr+lNHB9paOqo/RfOmc+Zr+Kf2BYeL3kHjpTnpbq0X8xgFCvriyh1PKxhx0IGFxRMvKudL/BzroFjawMT8vBxnPkcrB3e5abHAn+MNvLYYuOnLeJTvvQOv//WveOGVV5G19WWYGehg047juKviWtREPQ+LAFI5AF0DY5h5TUTsgS1Y4qOLHentKKwHMqoAa88oaJ/RX1C4mqgbhUnN+XhimmobQavGl86EGseVqnjJl9pokNMfNHWZ3MiLMopQ3AAc7VMEmOipGg93C2CeN+BmARjoqnomJhdLA3KmEakYvD66X5zPnpObCyffcTC2sJFmjbQQGydvsUUkt5tbKXLzY3auO0dTcTGgTSyn0ZzgcjrIQowiWf+oRagszJBJLt2qLidIqqIwXXI4IubcjFM71573azmhZhFG4S3dYvh7aU/Z1dGO6pJcKbx6NWa0E60ukwaF3zsUaGtpQMbJnRLYRzpGVVG26Hy41bD3DJJgwpgt/8NogvqBJhhDq7NVms4TRw9g1rJbYGdjCX09XWxfoxJ7DzdIaWTqOHMteF51G9LxRwt2dnbIy720RoPnFp3s1BqNya7Am+eZhVAM7OI3QQTepBeqG2Q1SCEinYZUGp5P9VWlskkoL0jrOf+Yzkw6Io8lTqFp6XuhJoNYsGC+NBkEaaYLlizHDz9uwj/TgF9GAbeEqRz3mPzd9zFT61JfU4aa8kJprlX6Ak+hWKkNGsjtp/UuKWpqHD0a3UNr7U9jwOBB0g1/LqgszoKL/3jRYBh0N+Mf//oAgcGh+GLjPoRFzZRGg802N0Z52Rmoqygc0t/PZoTHi62dAxwd7KCt1Y1NQ/obFFwtUKhTCi4KXIuq01qvZLA409M3lBtcf6DwmNNuIrlcRWsg5enf1wFxcXG4/bbbkHQ6BmF3/g1eN/0Vt732Ew5nt8Py6IsyiSY625pQnxWDZV7N6OjsxG+ma8NCH6im/rkwRqhNRGtbG+JOxsDHWkWH4naBzUX9me1/VhXgfRnutEzU9vLyRsTMFVh655Mi2utrj0nqA5/ntgzVNPWPu1Q0LLq5MFCQj8vPBrg/UmUnuXox8MJc4J7xwFwvFdWLr8+gaVMluf02dyxwSRsiDYZTWvfASbKWpw0t+d2csCUf2XRZTUbPc64pl+KddAsGtLGxoTDcziMQQwUWb6SHhM1adcGv5WPxHTdXBLftrS3yXLnV4ecp9GQysybohsQb/VCiKD1WRL/8fTQSII2FYmA+BjpS+U9ajNGEX3A4xocFIjwsRI6PwrQTaKkpkibjUsXelwpSQ/ge1JTmo0vfXCbCDg72AwbaXQg5NYCLuYo6RZ0GLbHVidf9gZsBJmXTVY6Wx2pnQDbiTAjncc1GlbbJBSnHZVpdlpfc02TQYIHpzAyM5HF/MeLynJy8nmwfXu8est0L/fqcnmHEzgzgtzNVA4y+oF6KlB02ayXZiTK80qRPEdQEstnWpA1q0lr5pyZNjYMIfv1gmqSrBUVpsXD1CsJjjz2Gv/3x/xAeHo4tW7ehpKQS8cdVlvRsuj/+65NISRhaFgI3ztQJ8X1qrimSJmOkzz8FVw6UjYaCi4Lq5taoykCoHCjk7MpAXkqM0Aq4neFUUA1OARn0pObnk87Am/+PScA1gcD+B4BZH9Vgy9YtWLBwnnyNjr4RnCcsQ33qhzBeuwyN9lE4dSIGjeX5SNJiim0XyluNEOrciR1pbTDUzYf950thFTQfhcUNmGiaL7/jyzjg78uA328/+zh5O6ftJQv59kukvQaGhCEtKx+WNi5SiLCA5bS9u7MTTXVVaKyrkNegL7eZv5tbGH4c6UM/Z9K5egvCDQy3IBS0dnarppmaWxDmALDYmjJ1Copru5F1uvfvYcPHoplNES08I6fOQ8AE1Xtjqq8Nm1kr0N3aiC1fvImhBKenFPmy0CHvPi/xqGhBuNVQu+tcLphhQPcmCqzPF7THApBUEVIh9AwMhVZCQTq59ekndiNoylKc3LGmV6Oko6MrlCduI4YKcXu/xZQVDyF4GqlT38IteJJMQ7kFIgeb+hYmsY8GWMyoaVFqjHagIDdhR3d+h4anH8W2HbuQkJSGXVs3oK6uFg8/8gsYGBjIBL5vcdwXPE+czYGCWlWeTty5YdjngI0Bj9vsuINCKaN2h5sxY1NLtDSrrtX5ScfgGhgppgNqByA2+6R8sVnjlpBNBzGQI19fNDc3o6qyFn/72+tIL6hGSGcxNt0NvLwb+OQU8MYS4OMTwHOzged3nsvPpo2uV/gsoX7RIS9o8lLMXrAYaaejZRKvbnpZzPI4V7vT8fXr+xpSV8UmKePkwFTMqw3c/C5fuhDPPP84Olrq8PHHH2FPdCL0TKzFEVGbtCgdXbme8IOhjLzeX4xdd3/gBsw1QDVo5OvN6/Von38Kxj6URkPBJU1peXOrryoedGL1mER3txSBpKWQI8yilpamdDgiP1iNnC43tPpFYfPeGBwtzMdfFgDf3AKsy49BW0uT8J7R3gTd7K0o77aDY0Mlagq/x90fq/QWB3IAJzMW4M2Y4aWDWV7ayK/ugndzPtpSNiJEpx2z/QywOa0V831UYX70j9dESjkQaAfEX6JTIAszQzMHlJYUyfumpimQh2tkbi1iQFKUdPQNZArKpoMTbdIuNHnSmuDGJbFM9aEJNkwuZqomhI+ZTYi7uxuWvrRFhPLNzS1YtDBaCgbeDD1Cp8PMyl6K+6LMOCmCDO284OLkAHR3oKKqATYWZrCz8cTl52H3D7pNNdSUwyN0qjRebHo0E8svF6nHtok4nNoUBkUO+HXHtyN0xnVS4NM+la8Pm0Iejy1N9UKVYWGmRmleCtxDJiNjCHnpzCQhZZBJ68HTr0VpbqIUsakx24T2xuacjTi1RSONsVrU1JQX42BMEpwdbRHg543ujsUwNtKTJkMzt+B8jQa3F6Z6qvOHphDM1bkQeG5SnM7mj1uwyEV3wEDfAJ1tzUiIPi2bCu/wmaKrk2GKltaZjbQWMk/u7rl+s1BnYT9YmJiYoL29Hd9+96MYNnx+ogr7koBPVgELfFRbUGrR9ucAj0xSac004eLuhVuuW4gbVv4H322PRnZ+MUqrGnooP4QEcCbTDW3KefVcFEDzNWDRezWDgxoeQy0trbjjjjvg5+eHQ9HH8Pm6H3Bi70/yNROX3IPcpGi5nvP6ob7WVBVlyvWdjejlaDQZbqpY1iq4WCiNhoKLBm9unETZuQcOGT98tMCJNpsMigg5oRHKVFI0rK2t4ezsjLCwMLz8yguo19fHS5ObsPnFZUiryMdSf24Z8nHPymVwDozCHP0YhBjmi33t8U5b3B/chunjvPHe0TT8ewXw3xhghgewr1APT07thrVhK5raABuDKuhp6aDb2BkNrXlYEQj8tp9qmg0Gp5yX2miwQOMNm7oB/snClDdyahE4MdT0nKfbCDndppZ2st1hjkJHa8uZ5qNCBMHncxShRSe52fw4dIbh9NKjUdJkEAw34w2zsrYRvmcSY9OO75DEWK+wmbB0cENLRQ6aLcxQlJ8FM1MTaFmaDftqXvISTuwWJx/v0GlwcrRDsY9PT+FzuYjf/z3Gz79duPPM8+gPtMNtqKkQIwK6yNDGl1oNUmNSordi4uK7xAGOrxlRlHYCkUvuxVCDVDV7j0BYO3nB2NQGnV3togchx94tKAqh069D7O6xZ3k7WuAWateBI8gtLsf0cT4I8HRARnYBzM1NYWAw+NwClv1sNEhT7FucDwTmtUyYdxNMTU3R3NomFCkvXx/s+eY9+ETMErorm2duMj1Dp8sGRtOmnJQ8DhdIw7qYRqOhoaFXQFtenSqZm7TKF+eqQkq3pkMoodeEGOForRvCx0fihhVLMX3SeNFcebk5wcTIAM6OdsjIzkN8bG+NBTcsfH6811DA3hdMHTe1sr+sAvpKaTKY5s2Glc3h4cPRkjOSkZ0r9tNqZMbuEw0MB0TUIlLkX5qdqAr59Aq9pNeJWjXXwCjZKvG+cT4nMgUK+oPSaCi4JNBthWtt+nmri54rFdxkUBD8q9//DXffvAyGuqpkVcLAUF8CjgiuntlU7D6SL+F6bAp0tPKxJSMfB9qAxfNV+gqH5gpkVwKrZ5bjEZvb0dz9DcwN25FSAaRXtuAnB2uYmblikU0m9LW6RXtwg1c1igtV3Ob+6FHcGqzs7Vx40eBNW1dXX6xcWUzT6rI/UNzKm7tm4ByLFE7JLO1dZfrJYobUHm492HycLy+C1r129QzK65aVP4uu/IoWBE29RmhSLGpJ3QiZfp3QlVKObIZLwAScjjkozjjiUhU2A5mxezHcYPPF12X20ptQ39Taa8I6FDi9bx0mLLhDtiV8H/oDgzHHL7gdx7f8TzQrLD+pIUk9tlU0AbQnZdNCdHV1SVHBxqSioHd+weUi6dBGRC27H1ZOHshPOQ5bZ1/UVRShmUWrroFMTDXFuj9nkN526tBWbP0iEVvGzYGHnSGeevwxVFcznTwXScmpone5EMobVdvP0kEu05ijMXXZ3dAzMgYvG8zRYWhhQWExVjzwB1QXpiHteJUYH9CimEOUvvQoZ59wcfC6GLCpaWqmO5pNLxdCXrse3wLcNM4Qz87oQkS4L9a1X4+HjI7hHrd58IxchOKiIqz+66uiKXnmd8+grqEJyckp2P3dfzBuzk1i1NF65vpLcCvDrTOvR30fO2liPDavdnAwwyaD4DX0++++Q3KyasjH66raoIUNpHvQZLS1tUgjxwEFncf42jXWVfXK2RgMSGm1c/UTkf3FfJ8CBZpQxOAKLhmF6bFjzl//UmHMqZ6OPlKzi3A8MQdPPfUUbr/9dtx8081SGBOdDM8ricG/jwEB76jEm4v8ADqN05mJzUCwPTDBBTDSBRx0q/Ga+3cIdjXHozPNoKsNybHYmVCF+rYOHKiwQ6X86C4YW1hiybUrEdfcv2i0pQPSAF0OWhpqYWhqKcU7GwcK+gYLNpPUEHBtThoDqTUUcnK7ZeviI+5E/OCNnzcnAyMz+T5mdfwiCvjHwTbU1Tfjo0+/wuMv/RNNnfpCD2KTQcccild5I+N01FmcVI702G/yd2jrDM7PfajA58mtTfypoS1iaHMbu3udNE6kIQ30WrORp70uG2CKsHV0dWW7QJ49MxCsnc/mgJBe4jIMBg1sOOmsxKaI2gymX3Pjx8fEoEAm/5pZ0W1JAQvuptrKHrFzQU0Xbr7lFuzcuQOzpk3AIw/ejp82fo/pi1b1JFf3B2qaAm1V9MkLgdNq9+DJ0DEwkvfGyNAQTg52sDYzko6D2w33gPG45+k3MfOau+W87Vuo87GQ/nmx3H1uNDqhK8cjwULX1sVXjmsOoKJbw/Hs6TC4P/A1nv7NAwh/4N8I6jqF1//4lITwffnll5g8dSYO7d+NN37/AA5v/gKuZxohhlT2zTliyCaPPc2cG54/PA65Cb3aoQ6SJfpux0g51bwPpx3fLtdkcZtKPAonr1B5f/h1/PxgQLMQ74jZEgrKa73SZCi4HCiNhoJLhvriQ8//KxmkhDBTIfH4AWzZE41Pv/gK+/fvR3p6OlJSUnucThYsXIbMnHy8MEe1XZj4bxWv+m9LgPoW4N7vVaJtCp/pGvWfY4CdQSti0ivxr1RvzJsYgNM1FljgDcy3zoW2vjHWZ5ujzsgbVddvhvPK1diybfOADjUsQii8vlSwyODzJPKTjwn3/0JhX+eDeoLGrQSn8PzgVJ26DwfPIARHzcXfbnTBZwUhWHLnEzAytUZmhRZij+5DwsH1sr0g35/TeBbWLOy5NeJ6vq8+gsVQX6es4QS3GDu+fBuN7RoxzUOogYjf950IxDlh7A/ZcfvldeHWqK25Hp3tHXDwCpUCLOXIJviMmy1ZGgSnlXRQG0w44MWCWxfaWpNiaOfGIkVLzhduMktzkhE4Zam4Lf3cYWJuI9s9daPIhtnaNQinTp6UCTRhZGgAF2s9acTZlJPz3hdNRm7wnr4Sxdpu5w2y5KaLrlLUlNH1yd3ZHu1tbeJuh64O1Jfnw0BPF3UNjSgpr4avn6+8h30hTlNZF09JHD91Powt7DFj+Z3SWDh6hsjPz089LoUpm19zew9o6Z+ZwmtrY1tqJ6ZjH3TQBUNjM4SHBODwYZV/L53OqJEiTZMUHTbZmuDnyvJTZRNLqK4xwSgZpEvWlY7zOW6x8ecQQg06b9HKmCYRbIBzEo/AM2TqGQ2iea9mrT/wukPLY26qeGxwy6tAweVAaTQUXBZ4kXMZYovNkYSjd5gEPTExnMXlmrefRW52htglqsGLOoOhsnPzxe61rFHFO/7jHGDJJyq6wPb7VFaOpD7ZGgOWBipL2rcPAzM9gTU7TuNUah5S9ScjytcCL+zWQWx6Eda03oSv6+dLcJ+maLQ/0IUm/DIGyCzeyWlWbwnYIHAiOpRgM0MOOAuNVSZ78O/dRUjJLUV+ZQv++flGODrai66HgvsZ1z6AoMhZ8Aoah3GzrkHouKgB7TVJzzrfJHg4wEkpnwtpG0MNvk7JRzcjZMZ1UhD0BSlRNF3g7y5MOwUtHW1Jnub2h1NcNnR+E+b3fD0zFEiZGA4kH/1JXgsdXQOhYbCo5uOnbSozGYKmXIOfO7R19XqJkbn9Y4ORlJHXaxJ95NAhaDWVYryvNXz8g+A/caEERbL444DhpY82w2T5avy4eUu/AweeA6QY6hmaCGWGuqJDGz/G528/j3Zq5yqqUdvUAV0Ta3R0daGzsxM2lmZITcs8p1HnNa65oXZQ1FdeN/g4qfEInLIca386hB+2H0VgYOCZxiJaNpCaP0tzCs9BwSqrGEQ4AM/MAqbPXQx9XW0cPXq05+upweC1uDwvTSg/msUzQUtr9SbW0Sdcmrmfk15AfR/qayjA15xDGm4f1OB7YmJpK80YG4zi7AS4h0yR43KgTSq30DR5IVWV3z9YBzIFCi4EpdFQcFkQSk1FodyErjRwos8bfF+tAgOQ2IBwWtgXbCpe3A3Ym6rcpH45Gfj9NtWJFP0I8Oc9Kv97RzOVVWVWtYpW9fhU4F+HmvGw7XasSTbD9EkR0DG2QXfmFuzKNWLohvx8TicHEo2qBeFDuZGiB7+Niy+GGneNUzllJdRZIWjycuH16+nrIys1QYK4nH0iYGnriOaWNhgbGcNAXx/G56FySaNhOfKbs6zYfTKBJuVsqMFNBMWb4XNvhHY/myU2gmbWDlJ8sTnjuSbifB09cZNhsjK59wQnyTbOvQuzoaR78XE21VeJQYCBiYVQNehSxMmynr6BCE1/ruBWsK8ttPr969S3xvLl1/dMoontO7Zg9erX8cWHf0dLeZpM+/0mLsCCZdfB0EjVDBgZGWHWrJm9fh5NBEgr4vaPGqmO9hZknt4nlCXfyPnoaG6Aq5MdaqsqYGZuic7OLtjZWOPY/u3IS48X5zAKe9Vw9ApBSXZ8v8+JTQnzazxCp8nGgpsPTrab6ivR2d6KttZGmJoaITcjcVBT+PkLliH4T/mS18ME9BfmaqGzsxX19b0F6Ny0Rs5ejtCISETOW9WzgdX8/6lL78LUhaswZ9mNci4oAMoL0uHsd5Y+2dXRhtLsBMlMIm2K15rm+hq5zvRt4Ag2JDR54IDoSjd4UTD2oDQaCi4bnETRXvFKuuiT066eGvcFp2Q58YdE7NoftYh6iRd2AYv9gPdjAGtj4KdUwEQX2PsQsCcLsDdRpfxy88HguzvHAQ9HqZqTipICFGTEIbnTF4/OMENychJyDnwN09Kj0P3qGhQV9G+ByURubksuB6Q30CFHjZKseLGT7a+pulRMd1cJWg80h8r0NePUHmz54i2896cnkJqWIVNx2qPq6+tBR0cHXd3dcHW2Q2Vlpdzw+gMbIqNhKPYH22wETl4yLD+btpN0cho39+YeKpQm6IjGqbeYLrS3Ck3JyVtV1KfF7EDgpCU9zQAnkP0VEUP1OOsrS0SHwN9Bsamtq69Y7uYnx8AtaJLQMn6OMLGw6ZXDo3kd4aZUy9y1ZxLNbSWbCPX2MmpipGyn0mK2y4CBtDrV93Zh2fLl8rXU5NAamcMc2iQz/6K5sRY1ZQVwD4xCZ2eH2I1u/eJNbFr3MUqKCtDeWAVrS3MU5OdJE6SloysWsF4Rs+T8N7d1EXczdYPEZpbvKx2L2Fi4nKEosZmUjUVStDSZevpGkp8Uvf0bvPHs/Re0G9acwjd1ANeuAV5ICIPH9S/A3t4WW7b+1Gtzwy2Nq5s7qqrroKNniOX3/A7X3/P42de0swM+3p7o6OyCmY0LPEKmyBRe84MW0hxmcFhk6+ovoX90pmLTQtrZ1Qjex6ydPHp9LjfxqNy/1PoN6uGMTMzFlEDdcHKAQhoeczZooc3thwIFQw3FdUrBZYM3h+KseDj7hssUb6yDNyFy3883uWFqLZ8Lp4AUUfbNC2lqVzUbf1qgokdFFwD+tkCQnUrMaaCrEkL72qg85fnx0ESViPy1hcDnsR14IPIg4rKtMM3LF18l6OAti32ob60V3/n3ovt/XDUtgKWh6s9L12lY9CqMcpOOqOx9xfL28nJRPC2BVaHa+KhqIRw9rXB6zzqhbNl7BMPJJ0xsdBn2RiFxS10ZnBzcUFhYjI0HtghHW50HUFWc1fsHy+Maer3EYMDHwsbU3j1IkpWHGhTUkpoSPmsV4vZ+c45Gwi0gSpqz/JRjUkhxA0UnHhZ8dJJxC5wk/8dpJJtjNiXDgbRjW8RKlxNtt4BIaTAay4tEj8NmjDSwk9s/x88N1Kg1VPXvO02+PI95hkCy0Gcz0dbWJk52fUW9BUnR2PjHpYjRnw8tAws89ot78OX6bfjvVzug1d6I3d9/KK9xfXWpBDXSmYkfFvZuMulX5ZsUIn7ft2iOnI/C9C9Ex9GNbugbGEtjyO3t/Ft+AzMLa7TUVyDewEhCIamBoE6C1/G++ihuN8jZL89PR215vhg3sDG6VOgEXHsOVVRNB+L2MDu3AE5ODigtr0JbewfMrJx7fX9pQQYs7dxRWVrQbyYNB14qzZKBUK34wUGK6nOGvbY66oaQ20J+tLe1YtLspfALCJZtzVjNbekLPnY2Yby2a1Kesk7vEz0Qmw5S+2hUEDxtBew8AsVL2cjUAjkJh3oCERUoGA4oGw0FQwKuZlks9V11jzVQk0Dr2sGsh0ktYlHMxmSgwDom4T4xHcipBq5bAxTUqRoNNiJWRqrNRoSjyjFqVxZESP7eURW1KKFSHx26ZljlkAQPR2t0O05As8cKPL3QasDHRPpUqMNlOk+dSQFWg44zFfnpElJ3OaDl7zPzDPFD+wq0dXZL0cybOG1s2WRwS9RQXQZLezeZnm349O/4dPWTKMpNham1g4jD6edv5eghyfPnPPbGWvgGBGPVqpUDCuaHCynRWyTMT0t7eITPnBizKCX/vS/o/OQ7fp7w8RksSLqfi3+k/F/a8W1w9A4VET351zKt1DcclsfIKTsLTPL6mTxs7x4gTUZZXqrkffAawEbo5wY61pFWNhCoJSAvnucdC+pfPPQI6uoa8JvHnujFt2fQ3fqj+Vj72SdY88E7ePWt/+DA8VT4+3jA09sXEfNvRVtrs2gV0o/vlHOL5wp/vs/4OcLD53aEn+fx5OQdJu5TdFDjscGNSFdXBzw9PdHY1AxHF0/JVUg/sVOKTeqR+jYZ1ENw2JKXHIOasjxYOXr1yuC4WJDGExuX2K+DEk0GKFo+vf9HHNu3DabGBkIRa2hoFAclNVj8f/rGU0hNPN3jbqcJFtTMBOEwhc+bbkvMkuDgiNcgXns0P5iqzgarpixftEh2jm6orKmTBPorCWX5aee4z/F44GBArcVjM+Lh6YkJs69D5PR5kgyvNBkKhhtKo6FgyECvbSYXj1WQb0xnGApnBwsKHDlhZ2BUv//fAvxpD/D0TEBHGwh/DyhuACwMAG1LN4ybuxL3zffEhsoQ7NBegXtn2GL1K89i8R2P43cv/g3P3BKFoLl3YJpNCfbW+CMhMRFa3Z1YHHKuQFgtCGfjcqkg5cLQ9FzrqkuxvNUEn/tr19thc+s8ZGTlID1mu1AWIubeIrSnpMM/CZecK/rs+IO90sbTjm2TKSOpDiykKRy19wyCsbl1r99haaKHjT9+gzffWi3hVSPZbLS3NMoWgdPB4QILPtJaOJnWBAt4Fgu2bv5SMLEwsHJwlyktKVO5iYcRNFnF/68oyBiwMR4KsHBTJcuni2NWe3urPBZSahgMZ2HrIsXvzwl0StI8nvsDJ8piz6qtjQMHDqC+rgF2dip9jRpMAz+cpwr/C5q6HNlFlchITUR9QyPSsvNhpKeNpEM/ynFoZuMo51NNeYHQnLhRatLYUrIp5znNxsLRM1jyTgz1tDHv5t+gq71ZaIslhTnnpcqw8OcmhsW42kKWG0cOXy4VzGSIO37oHAclHrPWTK7OSYa1k6dkY7S0dkALWjAxNZYcmV4Dku5u1WsaPLnH1etSwQEHhy0MNWROTHlJAYwNDYY9IPRyweuf5tClOOO0nIt9kXR4kxwj1FPRftzC1gmBfl4IDA4bhUet4OcIpdFQMGTgTaupvnpAV4tRg5aW+LuTY87p1sWCFn+mFrb9TtnV2olX9wHPzVZpKELfBSp03VB5w2Y4rlyNRS/twIf/+wzPPvc8sv2fxPS6z/G/6AYkb3wDf/jfYfx99as4/c2f8PVPu1DSaYu4Rlf8ZbGBbAL6TqezqwHvgRceFwQLBk13Ek2QT34plrfcZP35Jn+caAnA/ujTIjDlYyeNJ/nIRmnsvMKmoygzDhUF54bUUXvA5oPPlRoNUh7oPuXqH9lrYhkS4Cmp4hdy5xou0CSAN+nhtHNOPLhe3IBYEGiCyemkt1GQS4cfUtz4+hJluSmy5WAjQgoNi8HhBLca3GDUVhbDI3AS2tqaUV9TBlf/CUg8tEGaMeoKfg7gMTsY1yZSMbn5cfYdL05QSUlJCAs7W+i5mQMlDYCeqTWCp18n2Sk8FhLiT6O4tBy+Xu4ICw8TjRWHATQFaGttgpGplWigeA71BRsCFurGlnbyOMPCQmGgb4Daxnbs+f6/KCwq7tcyWh2QyQKe1CR1E0X6HjeSl+r0xGOUrlmkkqm1G4WFRfCOmCU5Obw2mVnbC5UwYPISaHU0wsPVAVUV5UJ19R43Wx6bGhJ6WZghTchQIjnuOD58/ckxTZtSJ4VrDl2Ye8Pjg0GImmisLYOBoSGueeCPGD95Jpqri6CF7jHfSCm4eqA0GgqGFHS6YLHYN3BptMCbm3f4TFmLn8P7vwjQi5zPqy/tSA0WCasPAH+cq6IQvZgS1cND5mvx0UcfYubMmZh/93P4+lAhPLI+xCs/FsCmsxgeFl04mgc07v4LvorXQmVjB+x162DcmCUJ0RQ3qtF9xvlK7xJfXtogDkT/EcvbtJMXZXlLTvVDiwPR0GmANTviMH76Qiy55zk4ODrj1M61UpywKMo4uQfN56GXkA7CaSJFqXx8pH1kU5AfOrWn2Tp88CDa2lUWon357SMFTneZfzGciNu7Dg4eQTJR1pxQ0xufwXkU/pKLTwtQteUvrXJZHHZ3daCtqWHYm32Kkq1tHeXY9p8wH1MX3YJJMxdiyoJVKEiJwZybfoOnXvsIN9x7Vsh7NcJYIz/jQiD1SFdXT86J+Pj4Xo0GjSWO1bvDO3wWGqvLUJhxCuGzb5Jjv7ksA3raXYiPOSAuY+KWR0pRVSkK006c0S/1D+p2aIvs6BUm3+9sb4Hy8jJpUFoa63uaVTW4JfMdP1dcjEjJ0gTP44vZBvcFKZPVZWepYnxuPhPmoq6qBAbGFqIjqSrOEWOB6pJcbP78Lbzzx1/g6LavhDbIazntdTVBGpe+ofElb2L7AzdKLNqvlKRw/nnPPXcLzYzvj2Z4H99PNmiuzk7w8/FAQHCYNFCDEfIrUDBUGBvVoIKrBpx2leelwsEzZLQfityMOS0jHUedMn0563VO3SWJdwDnkvw64K1DwIvzgBPHY9DSfCZRvK0Ju7b+JCJQ4pntwFR3lWBcX1eVveFnq8rbyEqLR3mLPvLarPHb0Cyc2PqJePRHLbtfuPhEcrlKdH45z2UgugHpF4OxvOVkkUXKzGAHBBiX483NOcITN7Fxg4+XG4JDw+QGR2qPaip6blhYX1CUTtqU+ZkME9rZkmtOjjh/H6eg//jPWuG337jqlnP85EcCbFjbmhuHfIraVwtxeu834gBE+pkaFOvz97KgyE+KRmd7OzzDVE1oWwvNDZLgF7VYrG5J0xlOkM5la2MtFBOis1sLtQ0tsHT0xPJbHoSBoRHKKmuvOJ77pThOaVKWLgS+N2yik5JT4OjoCFtbW5nmTwt2RJGun2wM2jtaRZNTkpOI1Ogtku/z7ku/wrEDO+SY4LlLIf5grmkcHmTF7oWjVzD2b/0W/3zlMZzYtU7oVOrGn9ksBJtTZrGwwWczqwlOyTtamwe1vRkI3LTRmpeglo/J08UZcUIB47W6sa5SHgM3G7wWaNL1eM3iRojbPlsXv3OaqcsNH9UszNmAjXVoZpRwQ3bDDSvx008/YfncKHj5h8hrQToamw5qU+or8pUthoJRg9JoKBhy8AYoVogjmOTcF+Sj8kbGyRxvVEMB3mRJL/IKmzlgumpODfDPaOAX/vm4dtkyfPrXp2H09TI8FpQP7TO1PeePv1gP/GM58P4x4JpAoK4FOFkILHMqwu66YJzKrsYsTzYj2sg8uRund38NG2dfRC66C1ktdgi7DJ0GhZLnsyK9kOUttRMU/Tqba+Naxyy8fdISITNvkOKzsTQdrc1NSEpKFgrExUxAabVJm0YWObTfZEEmYVMZcT1UjvT0NLS3d6G2dvTCpFKit8ItcGIvm+ChBo+1uH3fibWtOiuDU1ZqI7zCZwlVJj81BiYW1rCwU3G0yVknxa+jtUU2b9QODCdaakuho6sDMzMTNLe0wlBfW6yKC0sq4OPphsqqGqQmxf0MhODVg/56dVBmbbtqSxc5aSqWzZ6E1Gr+W0v0U2ZWjpIMz/NQs9BnVgbP3fQTu88bpsaine8/i3ZuxWjxamZthyV3PycbJp6n3K7QLpoFPxPK3YOniL6GxgOkefUFN2xsfC4VvJa0t7XIMcztgxsbmrgDkvTNa6m4JnV1QEdXV8TZfbc01P9Y2ruiKOMUXAMn9qIHXcomdiCwkamvLsFYh2ZGyZzZ83HrrbeK9ueO22/Hq8/9GqsefgnjJs0QsTevocoWQ8FoQmk0FAwLaKNIzvZogNNvTtPFArSicEh/Np2BqDM4300tvRL44DjwS/98vPb+93jtp3zcEAw8pcFSSCwHNqYAry4CtmeoROXjXYBge6CsvBxN2pYoq+/C67cF9PCRydlOjdmGNtd5mD3Bf0CtxaU4T/UFJ4r9CS1JH+NU3UCrHQ94peGz0kiYOPqJ2JtNWHJiHHZt/gEHfvxAXLsuZWPAIprNqpG5jQjEG2rKxBGHG5SK0kJ5f83Mhi7342LR2d4iehO/qEXD+ns42U06vBEh06/taQxZnDFIjbQTNh2cAnuPm9XzPTw+/Cctki0ebXGHEz9+9jZ++vhPKMrLEvpQWUWt2K0aGRkgNTUV+9e/j+LymgGb8qsBzDXhtP1iwPMiPzcLDc0dmD5nEaZY5ONEWzA6OtpEe5MVu0dohGqwqKYlKa2OM0/tle0gJ9akbZG6yHOE+h11jgTpV7SypXaK5zod9pwd7dHa3gYTKxf5mWx2qPdxcPNB0IRZCBg/A3kpx4Ra2RccGPGcI33pUsFmh/a+zOqw9wgUy3BaJNNal68fz28TCzsRrfdHW+Ljyks6KvQr6uyY9aGp1xjsJvZCMLNyGNCqeKxBM6MkPT0dq9/8Ox793av4cWc03N2chSalQMFYwNV7B1AwquBFnzdOBiWNJOih7jNuttg2cnI3HFDZINb34tD3RVI5szKAl+cB/zkG/JAM/GoqsFLjW/68T2WF29qhsqyNKwayq4D5hsdwsG0iYnLbsMIhU6hDapBaEb3ja7TXlyFs9g3wj1p00ZPrgZynzrG8LcjosbwVPvX4uUIbIy3m4YBcbKoKRl5JHRIP/ihTM9LUWBBwikZR4qWCtBB63jMcjpQIFkx8zWlXqW1gLhkCpqb9u3KNFKhDMDG3kenzcILvN92owmev6tGqsIlXu19x28XXhzkl6q9nHgKzE+gYNNwgNS7hwPoze7puVFVXI+HYPpQU5kqGQ1luqjgoXY2gnuhSrEFZILPRL6lpxtRJUfB3t0NCZoEc19QA0X5bjaW3P46ZNzwKW1s72T7wfecHqXHcWHB7wfebE321XWtm7F5pJLhNZNYKtyCVZSWwMDNBUSmzanxlC8Bm2dbWBp3dXXB2doaTV/+FKRuD0stIi+Zj5BaUmiJuuumQxQ0JN3G8TjDbgRtUbnDO18yo7J2z5XtIsaSWRBNDET4q4v5+hPVjHWzAqEXMTDiKxLiT7MwUmpSCMQOl0VAwbGCqrPMwctn7glM+n/GzxTeeBddwgo2MsZmV0A4GQmwJ8F0i8NI84PHNQHIZ8NoiIErjW+77HvjrYuCDGMDHRqXVsNBuRIeOCSpatMVa97og3V5cfSK1oAZlRz6VTIPIRXdfFG2AtAujC2w01EJLXQMjmZjyJtZQXS6C0BtccpFQa4G9p3KQk3hY0mWpzyjJTpQt0uWCE00KURtqSmXC6zdxgXyeE9H6uloYGJnggSdfGXWhcdrx7Zi89M5hFz1TGJubFI2IOTeJPqMoIxamlrYy6WZRSstbz7BpPQYMGSd2nrESbhXh8XCjpaEGGaf2CuefmgVa3tIRiecHujtlIu7gNfqaraEGNwoXo88g2GBw60A65/6YRCTs+RLFhqHQ0zMU9yj1NF/0ZeGz0KplAHs7S/j5+0lKfMbJXfJBvRhphtQ80MXpQtqJ1LgYHNv9IyoKs+DoGSLXEw5iaqsqoK+nh+KiIhkK9bWUZlPE95G/Y7A2q33BLYaevoFsLqinsLR3h0tA1Bka2E5pDmh0wIbpQqChBzNjijPj5fV37HNcqTax1LFoX1LGB92triRwsEbbdtIr00/ukgGfQpNSMNagNBoKhg28aVaV5I7IZPXaux/HNQ/8AX5B4SKmHQnXK07iWHiz0B4IxwqBzWnA83OA5V+othf/vRZwP1PnZ9cAn54Cnp8L5NUACSWqsL+Fxsewty4Ip0uAO6z3CVdf0+o2rhQId+D0Pxontn8mBczEpfeKxelgtBCDsR/la9jd2YmQKUsQNnkOQqctRUDnKRhqteKj7WlCb+JWh8JSUjouhSo1EFiI6erqy3SWk1trZxUlIjX2ED75YReSMvJHXWhMu2RzS0uUj4DomUJvimHD59ws/yaP3T9yYc9xyIUChbxE15mtEo8X9eeGG1VFmTL1bqqrhkfwZDGEIDWHU/+qkmx4BE0+ry7oSoRYtQ7ScYpgYB5dw6pL82DvFYzMrBy4NZ/GoVIzSXZX6xKoYWD+DJsBHXTA0c4GhdkpF8zquKCTUnub6IuMLWyk+Kdd9/Yv30FNZTm8PFzh4ukvx4vmtdPW1U90boOxWd27bzd27NghH/v378fR6BjExiXgT6+9hWlzFskHNS0BU5ZKFgtDMKmJ4GPrz/Z6INDCmUGRbMxc/ScKxbJ3+GiaaD8uiTbVRwQ/lsHG0HfCXKGSccvZH+1NgYKxAKXRUDCs4A3E0sFjSBxB+oWWlkxLO/XMYWNlBVd3LwkM4zSQPF7Seagp4BTtclbq/YEXdhZ8pDGcL435UB6wPwf4/Sxg8n8Aa2Pgs1UqG1zi3aOAnTFQ2QSEOwHG+kBrTTGM7b1RWAfYG3dDK28Xwmau7PmZ8SXoEYSTvsJsg4R938PZO1wscS+XssbGxW/CfLS1NkiuBaUa4Q5dmGlfiRe/zRD6Al9bQkWVGno7SIZ2sZFLi9mB8FnX49E//gOzl92CxLjTyMwpQNoYEBp3NlSgvLIa6SPwWFiM1leXImT6dcJp57SZTRgnxenHd4jDjPo8Y/FBqgk3GkzxHgnQIYx6mva2VtEUMEyOU2eeJxXFWQiZcR2uJnCj1NxQPShjCuqLuC3ga0GKFLqAyuw4ZCUdw7pP/iVfx9BKWln7TZgnOTI873Z9/e6QTKd5XNjbWWHF8kXQ76iTx0RKFJ+DpZUNmtu6EBAYINcxdeAj9Vmk5NB6ejA2qzo62igorcSuw7H4Ycs+fPTZWnz4xfcoq26AtZUl3LyDMG7+rXJs0k2LYnRqTOjEdTFgw0U9GOlX3OwETV7ay5hBwkf1DKSJuRiYWTvIZmWsg42gi3+kNK60DR/u7b0CBZcLpdFQMOwg1YPJpEMNIzNr+EcugCVdd9rqYW1pivLCTBSln5JJePqJXUI3oCCcN2179yChLbABoXiS03jyhs/XJFwIpKeQDsBAuvNtUXZnASeLVDqNGe8DAbbAx9cDume+5d7vgT/MBn5IAhpbAQO04TqHDHyfZoiMKuDZsBw01lWIToKobAZsjHr/jpamOsTt+1Y40P5RixE683rh7w+UdM1p80DCTVKxujo74eQzDtodTTDVasZcbMdhk5vwyIv/xoJbfyP0JgpNBwvSGfgasUDmB4sffrAo4HvAx0NaBB8zaQx8z+irHzl7BWytrZBTWIHQiTOw4bO3cfrgZmTl5EmjOZqgIPr0gY3IyLz0jJaLAUW0tJCmA1H6yZ09xwOLq8b6KgRMOitQTz6yWVx8XAJ7h/8NJ5IObRDDBL6/dhIq1yxalrametEz8Ny7WkAa24WmyKKriJwv5xKbdzdXV8y+5jY4efjCq/EAtiapHJ6om6C5AAt/CvpJJ6KGomuIGngXZ0d8/fm/ZfPwwTsvIiB0HArST4kGqrOrA13dXWhuapLrJrcY5rbO0gSQtqcJnr/c5PC9ZaZFWbOeOI4Rzc3NePmPz+H1F5/G31/7I7btOYy1X3yC06di0NrWjpTMPJiZGolNM89zF/8JyIk/12FqMOAxRv2JroGhHPsBk5f2+n82Ik4+4QNakQ+suTnXcWu4cCHKWX9gc8YBEKlsFM4PxjZcgYLRxsiMuhT8rMGLIr3aZQJ4EVaQA4GBbhQp6xsYobaiSIqpTZ9vxaYBpl8UEfNDEyxs+Xh44SaNgFoE3vDI0eVjlI+GmkHRFchRpzaBHvdsbAbClnRVdsbKEOCGNcCGu4C/LgKe2qoK/PvHEeCxKcCpYpULlUF9NaxcA5BReRpL/YGCddsRNO8uWDvTjz5TvsbKUPW1mmCY28ntn0uWScS8W1BVkoPs2L1CqektCLfsJWZl0c+APD19NiDd0DcyUXHAS7Ox0PUofnO4C7Meuhe5BaWwsLKWG/lgQa0FX1/5k1Jl9b+h8fle/5bvks936xrAysoC9YUlSIhPkJ9XlH4S1k6eQkUpSLm4iehwNNKOXqFiyTvULmf9IfnIT4iYc7Mct2wY2TCz4Us6+CMmLX9QNnfcZnS0NaMw5STcAychn/SqEULc3m8xYeEdsLRzFYtj0lyqSnOFDsfXiY+7qjgbVzLYDDNP5Xzg8ySVkc0Ic064kZr0+Ouob25DcKAfvOtb8Eo2G5Eo1dc0NyAn/hAMTMxgamWHlOjNQ/Z4w4L9YGigWqFyA2Fr0IyAyIWoLM5Cc0sH3FxNUV5RJfqt9OM7EbXkLlhZWqKtoQJHdndJc8FgPDZMtPNtqqsQDVdOwiEsij8smw1mO6izbXh9pn6I148t336CmSsfhZWFOdxdfLCDyeOh05GbQIepSy+UqdniBojHPl0G6bJGy2dNG2Fek7lxvRCoI7oUYf+lQk0543vBPAxa1V4oF4iOf6aW9siKO3BZeSYKFIw0lEZDwYiAHFLSByhkvBxwHc4Cl9N03kw4faPl58WCF2qKIfs6U7FIY2ouJ3q8sDMsjzoFFubq5qO1sfZMwXwWteWFwkFnIUWh+EBYnwzcGqaiSD2xGfj7MiCpDPjoJPBJLHB9MFDRCATaATrNpbg1yBz/2wFMdlUFAf5x/w8YN/8WxFaVIL6kUdyqDgyQ21WakygfvBlHLrlXxPmF6Sfl/1gEcMKqfv7khdPdijf+ysIsWDm6o6OjHQ3VJbjNNxs/JOtAy30mSouK4OHlifKCTHG4GQkERs5BZXUNdDoa0NatI8Ubedi5CYflmKqvKJbmajTBpOzAqctwYuunI/L7Tu//FhPm347SvGQpplhssVDisRc68wac2PaZfF1O4iF4RczA7U+uhk5HIz7/x0vD/tjY4CQf3YTw2TcicPJinNy+RgT98fu+k2KV27bjWz+5oosl6hxoLdwfOPV3C5wEI1MLdJLmk3xMmhLqHwoLixDg543S+J1wNXKCrbe/BC+ywKe4mwiYuBjpJ/cM6eMtKqmSaxbpUCxsD+3fB8ewhXJ90+5qQ05eIbTaG+DkHS6Ns5uzI8qra2Fr74qOtlYx2Bho2s8CWbNIFjc+LS05Jq0cveAftRDana1wd7FHY0M9bv7Vn9FYU4q04zuGhK5HI4rU6K0In3MTaioKUV+psgamZozvETe0F9KAjDRtqm+yN/89UKPBppYbZjrvceOkQMGVBoU6pWBEwJsUhXZcx18KZNoePAVWDu7CS+WNmW5ILDaHEpwEM8yKHGlOwrjmz4rbL9M7FhDkxXqPmyMWkyzg2ViQJ8+bAW+s9IUnr/l8+CoeaO0EdLSBf0cDf1kIzPI460L10ETVVqOsoRudXd3ispTR6Yabb1oJBzsrZMXul2KSgvCIQdCQ2Yid2rlW+PoTl9wjN3+V85S5FB6kQLAYoJ1tYdop2Ln5SnhWbsIhLLDORlmbCUpt58vzy0g8gQ9fe2JEHU3yMxJwaMvXyEhNkkaJr7tsDxgQWKeywCUVYzTRWFsuXOmhCA0bFLq6ELtnnYQasmlkYaumVhkYmfU6z3y9XFFSWgEb+4Ed0oYabGAzY0nz6kL4nBvFkSxg8hJ5fHytIuaqRO1XIjiNvnHVSliZnWuowEFFQNQSmTxT9M3rBwciFO12tLcgI+4Qvnx/Nfy0M7AjS0UfpN5G3WRQN0E6Zm1Z3hA/ZhdUVtbi+T+8gAceex5WPlOQfnI3dPT0sHPdO6gsLUZ6SqJseLnpravIh4OtNSpLC+V6qG4yBuMwRUe7YjYrgVFCKeWWb9uaN/Hmcw+horoRTS1tMLZ0kOs33ZL6ZvVcDKgN4xCLNKzkI5sQOGkxdPXOUmHpyMagvwvlBnHQQv3TcKHv68btT0eHalvOxo//7g82zt7wCJkiVDDm5ihQcCWCZ/jFEyQVKLgEsFD3i1wgk/CLcVCh+wpFwYXpp4SGpbKxnSMF9Eiuu/uCj8PIzFI2IPxT39BUbpouPiFwcXZCYXos9m76asDv/2UUUNMMCfOb5g7M/RjIrAJWBquajeRyiDbBxMEbob/8BAaGxuIfP3/BMhjY+8uU4Jd2u4R6NVhQnMvpsha0YOvoIo1Re2sD9nzzL5XtpN94lBemoyjtFKKcu3B9pA0+zAtBbsJRec/4uo/UJkMN3mg5EynLS5bHx6KABUZm7D6ZilNvQ0E0H1ffTdNIQltHB5GL70Hsri9H7LjkMRcx/xZoa+kgZvPH0iByghs6/RqEBfkgPuYA3HwC0dCqg7qGBuxa81eMJKhPcPWPRFl+KrS1tIU+xZTnqKX3C/8//cTlT7VHEj6+Pti0aQMMDQ3PobywuWNifEtTPXLjD4t9KylHLIIZNseGnra/HGY8H5aKt3OnIjvxqFCm1Ihadj9O714nVKuhxBffbUF7QwXeW7tDbGRpgcwmkNdjJnazECe9lFa2dAuTbUN3N7zCZqCiMEO+50J0Hzb/ti4+UhTznOSxyXMi4eB6uVbyZ/kGhcPNwwtlBZnYueFL2VDTEpnnLX8/fw8tgy/2PBZDkPZ20XXRvjd291e9aFFseGj/OpCmhtohavqGAwO9bs8//wcsXrwIt99+5znbDOrWOLQgTU025KN4XVOg4HKhbDQUjBh4kSfliVuAwYrz6GzEmx/91tlksJAnxYf829FsMggWu5xiMxiLK3zSwvg4Pd1dUVFdDxuPkPNO0v4bAziYqjYcxfXAT3eqNBffJwHVzUBNC1BXWwNr3yhpMghST7hm56TU1NoRZm6huOWmwQsKSSc4vftrNPC11DGAm4sDwkKC4ew3Hq6BE5F5eh8KU0/A3Uobv5znjH8nMGBL5SrF6SO/b6TRWFclAYOSyl6YIcWqCGsDJsrxwPegub5GCrrRBPnreckxCJi0ZMR+JwtSJsbr6uvDL0pld0uaiKGREYorahEWNVPoUj/8949oaW6SrcJIgsdpXVWxhPcVZJySc5+N+fHtn8E1YBzuf/bvo56HcjFYuGC+NBmalBcOULhlI42PmpS0Y9ukySCtkwUwtzgzr3sQXsETERI+Hn5m9chrt0fayT29mgzviDlCWxzqJsPIyAg+Xh4obzGAj7eHONSp9VqZp3aL/TibP/szf3I7q849oeCYWzNHZze88srL59B91OC1wd49AOX56fJasFGgEDv56GYYGpvLdZwNyMlD27D2X3/G+k/flg03NzkcEGSd3if/pjkHDQ5o2nF243HhMoWbC2Ya1ZblC82VAxE1uI2hhs7Fb8LAIX1trSNGk5o/f578PTb2NAwNjVFW1ts1ig0bNSfcAjKEUGkyFFzpUBoNBSMKFolcz9NV6HzgVJYTQDqvkB+snkS5BU2SYnMoMxuGGjnJJ2BibCh0BAYWcjI1kLPVP44CfjbAK7sBPR1g012Anjbw4A/AtYFAeUM3anNOo7v9DJ+9vQl1Wao1e012DOb+bh3++sZqmZgNptmgG1DglOXCMTfWaoKxoT7iE5KFoxy/91uhvNjbWONP1znilR0tyM86G8BH3UpdhYr/PJJgQrihkcqamFabrU11Yp1KmgqLO1IK+HzUdq+jidLseGmQ+wYsDvfrw3RuZ59w/Pqlf+Ou37yElvJM1NTUIf7ksZ6vi931FRw8gkf8NeKGh4VcxOwbkRqzHZOW3IVfPrMaAb6eyCssg7PH8OfsDBVOnortmbZzOh0bl4iw2TcK3Sjp8EYpaFkYU4/BSTp1UbT1NTa1kHrRyMIeMx2qsHZ/tmzh1OD038bFG1mnh56Dv3z5cthYWeDwyWRYWDv0+j82HBySeIZMRUd7m0zS6aLn4jteNGcGBvqYPzkQG3/aBG9vX7S1tZ1D92HTT/F3Q22FbDTofse8DFouc1tBwwY64ZGuSaOJ/rQevL5zYEDKqjrd/GzjMWdQjQebItK1+Hvd/Mbhrif+ijnLb5X/o76B2xVmh/QFrcCHkzbF14mvl/r1vu+++zF79mzk5OTI5zw8VLxZXr943FjYOst2ZSzf4xQouBgojYaCEUdB2km4DjB9ZvFI/QOtI7kdoKOTGqRPkTp0Pl/3sQDSpXau+zdy0uKEnFhZmCmre94o6ZjVF28cBMY5A09uAbysgLU3A00dwO+3A/N8gPrCRJSt+xW6Mnah4sNr8EyEas0+PiJUEnf7mzAOZAdMgW5newvi9qzD7p++wsnYBFhaWcHWzEC44Q7uAXhxsTH+tqUEuSVVvb7fxNx6VG5+/J16hmeteNl4dra1CB2DWw7SNFST4CYRog5k6TtSSDm2Fb7jVVPLkWzg7WwskZyeCwdnDzkGT+/7Hm3apK+oMgaojSjJSkTYzBuGL9emHzDnheJvngwsuh0c7FBcXgdjQ0M42FohOT1bKC9XAgryC1Bb14SPP/kSt9/7GKx8p0lzQVtfbifYZFKPoU65ZtBmTVkBulpqoKeng5rKClh1VyL37GVNEDBpMXITh1ZvRnDjd9tttyE1IwvmZmbIyM6XAY4maBjBpojBfJ4h00RTUZASgzt/9TyOxyXj0V/9GuvWrcOvfvcK5s9bhKeefLqH/sNzjc0+myYGAtLOmMF3DJGkJszKwVOC9XhtOWshe+FN9KU0HqRRFmcnSLPh7+eJyromBESQdqkC3ekcvUOlmdKEmZXjoFLJLxV8nfh68XVbvmwFoqOj8cYbb2DlypWqDb2Xl1Ds+Jyqy/Jk86PZhCpQcKVDaTQUjDg4kW5tbpSbhhq84PLGQT43+cy8efddJxtb2KpWyVcA6PFO+926yhIRh3NCxYkeucDWzt69vpbz0df2AxPONBtzPIE/zwd2ZAKpFUBjfR2qyothnLoWMYVaCLEHzPVVkzJ61xOdnZ2IiRnY5tXeM1gyFuhSlHX6gDj/UKTr6uwETw83BEdOF3rD/SE12HCsAAklvTU0pEFw4jlWQBvh5voqCWMsy0sTlywzK3vR8dCidzB0i+FCc12VuGB5hs0Y0d9roNUKHR0dxCel9th/1leXIGz2qp6vSTu+TdzEaHs8kuCxH7/ve9EElRbmQ0urGydPnsCav/9O+Prj5t02qu/ZYCECXi0dZNKP2tRJtoAlmaqwRha9pA1VFmXBzj1AJuW8jpHymRQfiy2fvAar8r3I1Q/r9TMt7N2l+C3L7X3NGwrMmDED7u7ueO7JR/HZG08iZvP/ZMPKc18TpFM5+4RJLgU3GXzcndBCXEouvtx0CKtf/zMqykrQomWC7777XopnPmYWx6SOFWfFQ0/fECaWtkKfIo2JE3ra32rqIhisdykJ5/02HlWlMLfu3XjwZ7e3tyItIRZ2lqZIzciWx0Ewf4ZFPBsjTRiaqOyghxN8vfi6JSen4He/+x1effVVLF68GL5+/rjvsecwc8U9yDy19xwXRAUKrgaM/Su7gqsSvGHIhF9LSyVQjlwgFpC8gbS19Pan52qeKbDDMfEbTlSX5aOzvVXlVuXiI5sYetTzBk1BNkXNanR1A3/eC7Gr5Z+PTAJuCQV+tVHVgNQ2NKG9tREuTvai31i9RHXzWrRwKTLW/wWtbVpYdes95zwGKQbGz5NtUF7SMXk8LDK5nj+5Y62EdlVXVSEpMRkRWrGorSzFtoxznwspB3R5GitgQUE/eXLhKRZnUd0NLRVPPC9N6BqjCRZD5L4zi2SkQC3GzrV/RXNLm+TWEIkHfxSNk4v/2dC+hAM/yOc8QqZhJFFVnKkqpg3MseXzt1BZViJc9JSjm2WCSye1sQ4TW3ccjs2ErZMXPF0d5PgjqMdw9AyVHB5O9HkNqy3Pl/ffwMRcdBqc6gd3nsSpFj/JuFHDb8JcpB7fNiyP9/bbb0d8fLx8EExu3//9P2Bq5Ygp1z7cxzWtHC0NtSLaJnKSTmDtj7tx+LAqg4WiZFNLO7lusXgPmnaN2PdSh8OCn5TYtqYGmNs4or6yZFiHQtJ41JShOOvcxiMgIAirrr8W5uZmMNDXlWutGtyAkibFwEGCm73LyfK4FBicyTOpa2hCZzeQklWE0NAQ0cEpUHA1Qmk0FIwKmGjqHxSKG3/1F8y69l6xkq0qPjddWe2+kR1/8IIpvGMNlYUZkvhL4bqFrYvcoOnoQptYCqy56fCOmC0TRKKjC3hpN+BsDnx0AvjnCiDIDnh8E+CjV4LGNiDYqhmb04BrAlSWcURGYY2IKx968H7MX7ys5/eTusBJH2lH5Xmp0qw5+Y6XIih2z9eyEeCkddeWH1B1+H1MtK3Dv89S+nvBYpT0GWqQ409RqSZIVSH3m3Q7utfUlOZKkdfeptry0EVrtMDCmVuXwEm9E4tHgqaUGrMDQVOXQ1tXXxqylOgtcA+OEnoGQQoKi0aK5/vjrA8nkg5vEOelySseEk2DKhcnQhzEaFHsG3m2KBwr4KCAjQRzGhz9onAqORsGRkbioCR6jODJsnGlVSy3GSzCm+uqRQvDfJ2i9FPyc0z1VTqsw3s2y/dQV+QaGCUGC9TZDDX8/PwwceJErF27tvd/dHTg8A/vSVM086bHJbiTSDuxXTYS5rZO0NbVFfrd3h/eR3FhHtyDJvXoIKYuvQtL730OLm4eSI3eAhtXX+gbmwr9jY0VqY1M6x5JqBsPVxsDvPDkg5gWFS6FfGBAgGzRXAPONtq8/nKbzuet0mf0FmMPF5ycnPDYY49h8+bNePHlP6OivgN/fusDNDQ1IzNFtRVToOBqhNJoKBg1BASFyI06IDCgh8OrCf6fZ/gMWXdfieFeLPI48aRQlEUnxbosiglOrwpSj4sHPHMgKHJnU9XeBby4W5WxsTsT2HYPkF4JHMhqR2tTI8yNDWCoryVNyR9WuGH7jq1Y8qvVuPHeh3Ho4D78bfVb8PT0lCKSE3UtHR2Z2NFLnvqQlvpqSZZmQUqqFIuo+rR9eGBCB/6yb2Cva1Vybv+BXSMBWoaSmtIX5FaTakdeNieyTEH3HT9Xmjs7d/8Lmg4MJ8rzUqTotHbqTZUbCUF6XVUpopbeK/9mBkx1SZ6YAKi1GZwCd7Q1yVSaDclI4vD378mfUcselG0Gsxe4YWHaPQtAzaJwNEGaD12yuG3lpoyGDid3fIGKomw5t9OT4+A/cQFMzG2FGpZxai8c3AOlgCd1iCJramfUmOcN7M5SaQnY/M1b9QhCJi9C5MTheb533HEHSkpKsHt3/3bUp3Z8geKsBExa/oBQvXhNYI4Oxe7uQSptA6k8PO/b21ql2eDzdvdwk010SEiIaKKY28JNB0cfHAgNpOPi9Yf0peHCihUr8O677yIhIQGr//E+jI0MkZqaKgnkbPo49FGDDROfD4cxw6XPUGdnLFu2FH/729+wfv16rFy1CieSC/DY71/DXTcuxd9feQpvPHv/iOYSKVAw0lByNBSMGmhr6eIViIz0dGz94s1z/p9cWrqFaN6srzSo0sJD5MYmfu7hM4SL23dNziKajUhdVYlM3Ix0uvCXBcAUV8DeFAh7Fzj2pJUUMukp8Sgsa0DkgpXQXry652ckJiTD2c0bzW2duPehR2Bi4y7TUk77eIPnyc7sEU7yWMwVpp1AR0MFXl8MvHkQKKjr/zmQusamhQ3faIHcd/r9U6TaH4KmXiMT+xPbPsWC256CrZ0dmmqKkZSYKLbDo7UN42sXNmslYrb8b2R/sbY2Zqx8DMWZ8WJhSkF45OK7pKhicU+wyAqZfq1M0+P2fTuiD8/I1BpTrn0IttYW0OpoRkpysmRtyObP2kEa88pRCiijYNneIxjGZpbSuNq7B8kQgA26eiDC89Vn3By0tzQiJ/GIcPy5nezoaBUeJJvfvkX16sXA8zsBYztP3HzHfXj4/jvw5U/7RfPxt9+dS3u8HNjY2OCnn37Ce++9hzVr1pz3a9lk8PxhIjhpUJGL7oKugRGiN74v/89mnVbStRVF8pqET5wOEyt71FRVIPnEQVjYu6C1sV5E3+fTX/DnOHgGS1L6UIJNzyOPPIL77rsP33//vRT11KwRtOml7TSNLHgtpoaLGz1ixd1PoEvPDDptddjw+dvDlp3Bxu10bDx+2LQLWRUdSD6+GxX5508qV6DgaoKy0VAwauAU570XH0ZCzD4pejRBDjNtEq/kJkMtfOcklGJqTgY5aWez0TcNl4JRCsapU+EE1cDGEy/sAqILVf+/537gF+u1oK3VDasJN0Lbyg2G5TGSjUB0tjWjrLIWOjraCAv0wfKVd8HJ0VF+D6etXR1t4lVv6+YvziuqhOYK/G4msCZ24CZDbWvLImM00VRXBeMzFI/+kHliB264ZiHuePxvsLCyQk1dAxzdfKVpG80JOV/7qpJcKUJHFF1dOL3vW7j4jRPKHqmKwqW3cYaTT3jPtLqqKEsyStyCRijR/AyaG6pgZWGGiqpa2Du6CpXL2tELTfVVEuTnHTa9l4ZpJMBClMMNbheZx8AcAyfvcCmeEw/92NNk8PULnLxU9CbMiSAVkU553BY1VpeLALpvk+Hv4QQdW3+MW/oAfv+HF/DwXTcgKzdftibFBdlD/lxuvvlmsaLlFP1CIK3y2KaPJC9j/ILbkXaCOjL9Hh0JKYo8jvk8m+prkJJ4GscP7kBblxbCpy2Bs5uXBPxdSOQ9WMepiynmb7nlJrz9ztu499578c477+C1117raTLU+Ro0iagqzkE3umV7rN4qBwSHsUtBt+HA15WhyM7gNXjn4TiczqrEkU2fKk2Ggp8dVHYMChSMIjhJo5aAkyZOnrnmNjQxly3A1QDmPJDjzZseaQUVBRnil04LyL4gzaWmLE+mqLZhC7D6xCnoalfixhDg6XkmqFv6Pxjp6GP8zKeQ9/4y6P5vGZ7Pmox51rn48JQBtCzcMGfOPKTnFcPc2l6aCSI/5bhsBbjhoK6BuGucKn38+AV6COoeRvvmyKm7vUdgT4HBG3lNbS2WLV2CsLAIjBs3DmbmFvhi/R6cSMqCtlYNcnOyZZrIY8rKwWPEeeNqZMbuQdSSe1GYfnLY3W00UV9eKMVwxNybcWT9v+X5U6DM4pliXXLaWSBGLb1PisyaklxxqRopmOh1QM/GColpWagoyhAxMT9ImSxIOyXFfNz+79A2zK8ZN2GctLNQZnPBopqvkZWjh5yv2XEHRVvFTAYLl0DUVlfh8E8fa9jZzpdiktcr9flGcHjCPAozG0csNDuNfXlNuO+OKIwbF4xX//InfPPNN8MmNl61ahV+/PFHNDb2NtYYCLQRP/DN2yIQ5waOxg8ciND6lqCrFK/RNLOImn0NoG8CMzMTtLW2IcA3GIORsg9lo6G5MWA2xbPPPId16/p/Pfm+MASwsiBDNChsJrlVpi7CxzsIiSnpmLDwTsTuWScDmaHMzuDja2ltw/ETJxG768ch+dkKFFxpUBoNBaMO3uBFrOwZosoDcA9A5sk9uFrA58RCho0GwUbCwMRMnq/6Rn5ugnqiiMkplP2k1A8mBsew9JootOio+PTa+sbodoqCZ/n3KC0PRGJ7NwKtmhFdWoyE5BSYWdigtaMd0xZcB1tbW2RlZePgxk96CqHp7oCjKbD64PkfOzUc/BhObvVgwMdNz/6+lAT1ZigxORX7TmShpLoO6Zl5yEk+jpz4g9JcqdLoQ2RaPpKFfg+6u5EVf1AK59N71o3or06J3izFY/i8mxC780tknNyDiLm3iPVuytFNMqVns+EfuRCBU5fhxPbPhKs/Ui5ZBBuhKSt+Kc2Qz4S50EIXbMVE4ThCp1+H03vXSUbDUIM0LboPsbFgI86NIylSpERRW0OamZouKMMPOx+YmZnCzckWe79pECoQU+DZcND1iNoLiosZXsefze1kSU4iGoviMev/ZmN22B1CIiDN59QplUB8OLBs2TKYm5vjq6++uujvPbrhPwifexOs7D1kA2Dh4Iba0ny5RjMolc1+cGgICoor4ObigLLySqQlJwzqZ5M6OlTnn+bGgJlLmluMvqBGjXoZOtHxOJJco/AZWP/pO3INYePBZmXCwtsRt+fbi05mVw8+2FzQCZDgn/f/+jlMnzUXm775HCkJw/d+K1Aw1qFQpxSMCXDaGjFtEZbe+SRCQsNkgng1gc0GXabUYNPBrY3m5/pCqBqNxfDx9cb3bcsRG58iyeBEd3sTLGpj0dBliN/7xSAmux6B5g3iFnP60Fa0t7ehoaEZndBFVl4xPDw8e5oMhgLeEAz8fRBuwaaWw5uaO1h0dXXIpLsvJUGNn/bG4JXfPYD//OkxpJ9SOXqRCkM3M/K0y/LT4BE8RZqm0QD1BixqmHg/0mBzw62Ui1+kaIOy4w/AwNhUmjD1sVlXXSIFd8i060bl8XW2t2Pi0vuQE3dQ3iMWe9ZOnqgoysTcm36DJ1/9SDRdlwseM8yxYZCekbm1aJbY0LDJoO6Cdrt8n9RNBulQ3FhwIt5SkQsrMyMkHD8om5fQmdejtqIA+anHxRJ24tJ7xUqa30utEBsk/c467Ny5FYE3vQxfPx8888zvhrXJYGbGY7/5NY4dO4aiokujO8bt+QZ5ydHSbE2Yfzt+97dPJW2eNDuK9TNS4qGnq430pFis/ccfxLluMGDOxlAZSmimbWumlJ+XwlicLU2HjbO3uIORIqe2Wudjyzy1DxHzboaJxbmmE+drMrZv34I331otAxD+m1TZcfNuRW1TN/7+8m+VJkPBzx7KRkPBmAHtGMsra+EdpOKQX00gXYpTNIrb1eCUjQUMwwtpNdvvTWzHFhgZGQnf+ocvPoLPhkdg4+CMolZzmLWXo6qhBZPsWtFqMRvORielGOd0z9rcEG3tnWhva4OHiwOycnJlomiEJjwxDXhxl8pO90KgPoM36LECTUqCeqNBasL6NR/0TOJZJHmHTcU19zyJsqx47N/6HXzGz5aEZreAKPn/0UBq9FaZFlcUpsuWY6TAYys3ORpeETNQXUoHqhzUu/mLKQA3ZsWZp5Eesw2RS+6V6Tw1LSy+RxIxmz/G1OsfQdC0a5Fxcqe4prn7hcHE1Bxt7e3ILy6HT+ClXxdYNJO+yAaUzz/95O5e6ct0T+I2gjbKDFvkNtHK0VPczOgiFbvrK9G57P3pC9G5hM5eJa8r82lsHL0l4C7z9N5ztkGTJ0fBwNBQ/s4wRR8fH8TGnsZwQH29MDQ0hLOzo/xbPWG/WFBnYqjdjseffRHZhRVwcvWSzxemx8qmprI4W5pXbnH4b2YhDeQ2pQbti4eKOqVO2+67STgfeB0jTa65oUaV+dHSJO87dVy0xKZDIAX/ITOulS0fc48uhKlTp8DI2Ej+zmvSvMXLkVTUJplPwxHAqEDBlQhlo6FgzKAwO0UCllKTroz074sBJ8m8sdGFSA1ubThRdQucKE1AX/AmyiaD0NfXx8zFN6DY7xGg+BRccz5Dm54FrE100a2ljUe8EtDQ2ITc2J0i8m1o6YKhoYFMh3/47D1kxh1F0KT5+ONcbfzjCFA9SLdg2o4y5GosgIVecWmFFBhPPfk07rjzXrz36QbccOOdyExL7vk6Nh+WVpbo6tZCSOR0+T5VbonrGbtZVdE00mAhw4aTXPeRRl7CETTX1yJ8tioRmpseHR1dWNi7iZaA1BG6c1GcTL0Gi+6R3lid2PYZLO1c4BoQJZogOoe1d3TAzsYKLS0tSEwcHEVHE9ff8zju/u2bWHjb42hvaZIEbAl3PNNk8PmqbJ51oK2tg8qiTAl+43tEClR5QbpkRfAYIhbf/iQmLrkL5hbW0rgy9PLUrrWiv+mPcubXEoPW5sFP3i8HvF6wySD4J/99qWCT8oc//B7TJgQiO6+oR7AuzQSplJ0dMLVWHSMlOQlCTbwQuDUYSptyddr2xTRTNOPgJtnYwlY2ecZm1mJFzHBBHvdMHz+95xv4TZgvzmMXwtSpKtoV0dLSitIGHZzevU5pMhQo0IDSaCgYUy5UX7z1O6QmJ8qN/2oDp55qQbNmA0KxolfYdCmCz0cPeOqFN/D4u1vx++SpaNYyhnlnJfR09dDS3oXrHDNxIrMSkwOZQxCJtvoyeLs7oamhQaZ25YXpuN0tA6c6w5FZ3dvxaiCQAsAJ71gBJ8umVnY9BUaLkSc+++h9JMed6PV1jt7hqCnJgYWJIRLj43peZyaJk1dPXr46JHGkkR3HhscdRqZWI/674/d9K6FywdOulYIvL+UYDAxN4OI3XoS6dHuiqxBdsoKmLIe29sguvElvSTj4Ixy9gmFq7Swp9ZYWZkIBij+yHeXlVbJhuxjYOHmirr4JoSFB55gBGJlZy0aR9CxSguh8xcwbJs3TdYlbneIMFS2IFKqQGdfBwNQCwQE+GB8eJFbL5xMPz/IEWqrysWChqjFmg3ypG4bhoBMNBLUOauaUcBjpdsjg4vvP/tnz/8z+oZsZLW1ZtLOBIyVJHfw3lsHhDq2TdXX1ZFuVl3xUtlLU5rQ01onTGZ0CT+36Em4BkXALVNGrNHMx+Cfxy1/+EjNmzMRLr7yOd/+3Hvf/+nls/eqfF63xUKDgaofSaCgYU6DomKtsBmVdbaCzCwXN6tA0NSiQpKuLZ+i0fukBz/7+Bfzq2TdQ36oqFtf+sAP/an0IxgY6Ujjqa3fDUBfw93JFhJO2hLH9+OnbePP3D+Dwpv+JneO9s91QVFKB6HIWUlMH9XhJEamtHF1bW02wECBFgwideYNkHPBY0QT/n8XP3h8/wUd/fRK5GclSPBIsrrlBIr2Mjd1oNbNZsXsRMHnJiP9eFkDc7NBNic0nOfek/7DB9eCxp6WFtGPbVNqIggwET18x4o+xuiRbGm/PkMk4vn8rDu/4ETkpp9Da0iSOaRTU6xmaDPrnVRbnCJUwtY9gmVoZ5tYUpByHo2eICIS5weBWg69DdvzhHmttKycvjJt/G+oqS6DdWg1Dfd0LJjm7mQPXBwHvHr20yfulQH29uNymRlMHpaenCzvD5l5bOJ5HzPth8056GcEmzekKuWaTvlWQdlKuwzTkoKsY9Rp0B6T1t/o5nti5BtaOnvLc2Vzs2LG1R4tx991348EHH8TabzchubQL77/7Bg7v+H60n5oCBWMSSqOhYMyBOgZSdkYz1Xm4wALOxsXnnM9TQMqsCnLTNdHcbYTYrGoUlZQJ3cUrYhb8Js7H8awaZE/7EKZazeiGFmsj3OldCKfu3sVFU20FHBpOIcSyAVtryXHvRltLs/jJXwjmtk4yzRwrIIWLTYN3xBwJ4aKrlCZYJHKbQ+2LGhTquvpH9vybYlTmiXBb07ex629qORwQUWp7mziRjTSKs+JE3M/0dENjc2THH5KCi7QfbjZIYWLGCrUMpN05+40f8cfI94/bFRZ4bHTZCFnaOksIHpvNiDk3STMwGKz/9G3EHd2O9JQU2WLxZ3mGToeuvgGKMk/DLXiSBEFyU0YqFJtUOnOp8298IxfAM2Qq0mK2IT85Wn7ehZKcDXSAp2YAr+8fnA5qKDEUTc3J03FobWvv2Yzs2bEV2lo6MnhQoywnWcTzZtaO8m+1m5Q6o2Ksg1bqVcVZsHH2kW0ejzkmhTOvx9zW5WwWzd51Qmu94a5fwtBIRUtjE/bkU0/iaFwmth86hRNbPx9T10kFCsYalEZDwZhEQdoJSaO92lBTnj+g0xQFqIAWbFx8ZZVP7riJhY3woZvra8R2kwX26d1fY8u6DzD9+odw1P13MDPQhlY3YGvUDTsj/oSzcDIFllgl4r9pnjA0txGdiLG5lUoc6+J73seqpz+0AVuXC7pmWdq5wsLWGUmHN5zz/2wyOFnVTF3nZJKUGdIj1KDgOf3ETnkfaKXcV0yr6SAzXEg5thXuwVNUE/QRRtKhDbI5DJ21Uhov0oMokmWRSBtXNkKkqVWX5UnzYWyh2iKNJBiQx2LfP2oxSnOToWtoLAVg0uGNoq+gRe9gwW0Fjx2eT76R81U6jOoyabbQrQqs04KW6DXYzFOPQWcqbk94HiYc+EEGAYPFk9OBL2KBssFFWIw52PrPwq+fe6vXZiQjdg98xs/pRUGibbS+gXGP7qw4m1qN/rcabNrY0I0l8PFTGO4VPkvCYUtzk2BoTNvxoF5fR4H4ieOx6OhQ6Xq6mPxeUovXXn0ViQd/lOZcgQIFA0NpNBSMSXBCxpsAC5+rCt3dqKsoEgFifyhMOwE7N3+h1jTUVKiev5aWbHhIr8o4sVP40Jw2W7kG4dF3D+CU3d3Q01UNeRf4Ah5nqNJGusAzs4DX9nUjM/mUhN7ZuvrKDZ/bAYqAe6Z3fUBXluaGsSECV2P6sjthZe+C4KBzGyRy9+njxNe2L0iJMLdz6SW45/GVfGQTPEOmSZEdGBiIV1/9c4/4nlPLyxHTXgjtLY0oy0uWwnekweaL9DpOcmnzynwEFloGhqZw8AiSTWLKsc1w8gqTYLPgaSskq2A0bG/ZVARMWozClBOiC+Bxf3LnGtg6umLlo3/GtXc/MajpdWDkbPiHRcHLP1S0BPyZfN5Zcfvh5B2KmvICcd+iMxIbegePYNRVFIoQ/GKa7esCgcK6C4dgjlXQ2pVbwx3fvN9rM8KJPbdeaqoUQWpZR0dbT7NOaii3Y3wNhzsVfKhAKqWOnr401Lx21FeVQkdHX3RUmji0/Vv84U9vQ0vHEFUNnfh+6wEUZZ6fPqdAgQIVlEZDwZgFnUBIL7nahOHlBWn95ilQO+DiHymiWDtnD4yfcwOsLS2kOclNOoKKAlU6NwtBevuTapV6aj+WPfcdUi0p3gXsTYEJzqqtxu9nAx+fAEoaVNQsFrcVhZnCO7ZzC5CcAIrTKYrtCzYg/PljARQlh8+5Ca0dgL+vJ1zce1PPWChwklqY2lsUrgly8enupQm+zqkx2/DYc69j2679CAqfKDbCI+EQROQmHBE6irG5LUYabL5YKFo7+8gGjboIZrC0NDdI3kh3ZxeyTx8QOgl1MEFTV4xKQ5R4cL2cFwzy47Zq+ooH8esX3sW48BD5PI9TNkvUnPA46A/UXugbGknYnp6hGSYtvBkuDtaq9OuwGchLjpHXguck/83pO6fbecnHLirPJ9AWmOQKfD64WIkxifA5N8rr3B/ST+2C95nsFTVIX/QJm4bHXvqnJKfzex09z91qsMkfi40Gt8Xpx3fI9YMNaHl+qtCnKBRXw8zKEWGzViGzpAkvvPM1ftx9AvZOw7ftVKDgaoPSaCgYs7haheHk53e2t/ZyPiJtxW/iApn8MSTPzNwS9nbWcHDzlumz2mKWkza64uQmnBWr1tXVYe7Lh1BsPF62Gm/d6oZ3frsSmR1uiNPI2qMA0sjUQuhbBiYWogdhMckCnCJ1TZhZO8gkeLRBm9XIJXfDxNIW1mZ6MDUy7LHaVMM9aLLYVp4vvZxNBfn9fWlrnGKWVdXjo2+24+st0Zg/b9GIOASpQUvZgMmLMRpIOboFnR0dooVgQV2WlwpTSzvRcDBLg3kfHe0tEhzJIp6ZGyMNUpyyTqsE/GK7a2GBnMJyoRA621ujoqwYaSd2Ch2O2yk2CnQOIrj94L9Z4JoaG8LO1gquzvZwcrSHnYuXbG+ox2Ajz9eA5wbBnBUK5S8G5gbAr6aodBkjl5AytCBdjE0WDQH6AzeibS2NsHU7SzfkOWVhaSnOd2FRM8X+Vt/IRH6OJvQMhi6sb6jBawM1GkFTlsm/81Ki4ejmhVWP/hkLbn9amtzCjFgc3/oJulrr0Nrafs41SIECBQNDCexTMOaF4RTsGRiZSQ7B1YLSXJXVbX7yMdkuOPmES7FEDQX58fXV5bC2NENpVpxM3VhoUYNAZJzYfc6ktaamBhNfz0H6H/yB67/DtXrGWNDUhN0aBTO1C2zcSBVqN22CpYO76EJo9+gZNl1oMvwabpAYhtd9xh9+tOAaGCW0ls7ODhQmnMSR9eeOiq2dvKXYuVBYmFoI7Re5QCbZfE3VoJ1raUUNtNrq5LUaiQZD8/hm4BmLaFLjRhLklqfFbEXg5CUInXE9Tu1cK40YPxprKmDl4IGkI5sRuehOxO3/FuGzbpTH21+45HCiLDdJGl8LWxc01NXJdPzUqVhEb1sjYmQ7Vz/JxuBjY8PMDc305XfJ5o8UuazkU2hsbkVuXhGMjQzR2NwCPe1u0WNwE0JrWzpamZjb9JwDFwNuD5+dBbx3FKi/uG8dU6ClMQX350P6iV3i+FaRn9rzudqSbHR2daOhOLVH+8BNNG1w1eB71tLYv86FWqiLCd4bDnCTwXwd74jZyE85BitrW3SQtufvjZ1rV/d83ef/eGlUHp8CBVcylI2GgitCGK4usq8WsFgLHD8T1/7iZUTMulamqHRIsrR3kUns0a1r8ekbT2Pvpq+w4q7HccPDryA8aobQnQaiczTUVmN99XhAz3hAnYEUY0amyE08Ch0dPXiHzxIffG4EvMJnyu9m4u9objNI4QmbvUqE37QUJVe+6EyegSbIBbdx9pYGYjBg41ScGSd8bE3QSej4ru+Qm5d3TpbJSCD12FZpqvi8RxrcirHR0tGl+cAcKTQpjOZjoZ5HT98AOfGHERi1RJLNQ6ZfK4FtIw06YXGzUlVejPKiHNQ31MvWhdsI6pjUbkecuLN5NrOwgrOTA0KCA2Uj2NHSKB1BVW0tDPT1YGVhLk0nNSDceLCRz4y9+CaDuGc8cCQPSK3AFQtnH1r7aguF7kLTfzb1Tt5nU9r3bfwcBdlpOH54j/yb1w7qPDRtvAcyluD1aeeubSNiwHAh2OrV45lnnsb1D/0R5ib68HZzQlHO2YZKgQIFlwal0VAw5nE1CsM5NdbRN4KVpTkiQgNlqu0XOR9NtVXIOLFLbuhC/YiYhXYdUxgbG8lUl1/DHAxbVz9VPsQZm08KwFcvAbbsPnzB0C42Ky6+EUg8vEEchVjksngoz0sR+gmF1aOlz6BAPXLR3agsykJteaEEyvH16Avywa+59xm4ODlIsTlYUKtCdyF1Hoca5fkpInbVtMIdSS0Cue3+kQsxGiBHnYQfW1cfOaaqSnNkg1hdkid6DVKouAHisUJ9UdBkFcVkpJGw/wfoGxqjs6NV3nM2F1rautDS0hHLWibC8/FzO9feUA4zYwPkpCfK9+ZkJCHp5GF0dXSis6sLZZXVQoexdPBATWmeCMEvBZNcAEczYOMVXo/6TJiDtOM7B/W1bNxcA8+eJxx8UCzOXBI1mIytGU7anxg8ICAA77zzDgwMDEbEgGEgRERE4IMPPsDbb7+NiGBf+Hm7w9LS8oI2xgoUKBgcFOqUgitGGE6HHtJeOIW8UiFZD4GTYOPiDb2uRthZe6O0pASzVj6ClupCxO46JF9nZu0E3wlzRZho0NUARztvCQkjdYE0BNKfuOonr3yRczlCTMrxVrQ+8kurcWzRsvNSEVjYMg3Zys5NptRB01ZIoV1bUYgZy26BloE5dFpr8ONnI3uTZQNFBxtaRtL1igXjqR1f9PoaUmNIy9Cx8pQC09Y9SI6LzrZWaUbVH6ShDQTZ3kTMEotbdZPCQpoBgNQosNkZaV98UugiF98jmhTqEkYayUc3IWj6CpnyMxXZwsYZti4+KM1LgXtgFJKPbsaEhXfg5I41CJl+nQSblWT1LxoeTqpXwr7vET73JrQ2Nsgxwua7IO24mCMsuO1JWNnYorWuVAIr1Zhz7T0wsHRBa2MN9PUNoautDRt7W7j6jUdO4pHzHivng4MJcHsE8Lv+JQ1XDLxpm93RgdIcVVN2PqhpThWtbbJRYno6QStkW2cfobKxmecWkjax3BDy3NLW0el13Y6KisIbb7yB3Nw8WFqZi9vbSBgwaMLPzw+PPvooZsyYgbS0NPzmN7+BY8Bk+ASGXzCQUYECBYOH0mgouOKE4Zc6fRxtcIrObBAdPQMRXMY11iE5YhZ8QifLFE3L0wkHt3wp+QrMiqDrDWkgpNZogqLKmrI8aNXl4dEZQFwO8NtsMxhbmMDRMxj6xmYS8tehbw0L2y7JECDtRBMUu/qMn4vqM9Nc5hJEb3wfQcGhyC0sRZe+naRFM2NgMPqHywEpFqEzr0d7awuOb/tMrHy9x82WvJCuMzoRbrOY+0G6FJuBzoYKuPi6IT7mgGw8mHdA1xgWn3ztJOxRS6tXA9LSUCs6H6HgFGWKhalmccXjiz+begkGHdJGeCSRdnyH5Eac3P45RhqNNeWoyE+DpZ0bQqatQGrMdnGcokMZbY75mpJuFzz1Gsm4GL/gdgm4o6XpSII2vGwQfcbNlQKWtsUi5k2Ohpt3ENxdnYBulRic4ObPwtELDva2MNB1EVcxS0sL2FubY0t5+iU3GXraKl3G6gNA25U79xC4+k8QK+HBNBmkN3HzwKbg6df+19No1JYViKbHwSukJ3OEuhladVOzoYkFCxbglVdewfHjx/HMM8/A1tZ2RDUarq6uePjhh7F48WLk5eXhueeew86dO0WXhiPnp44pUKDg4qE0GgquGFypwnBSOhy9w2Foao6u7k6UZJwSITZF4KSCtFZmA55OiD99EgFRi+SGx5AoipwHwlQ34NZw4B9HgEzR5tajubFeKEfyO7W1xbZWvflgEjILZzYdFPqyeeAUnQ5W3JJ4BIzHdb94CbXVlXB1tEVScipKsxPE8pOaBoa4ceI/1NskNhD+UYuEzsWtFd1qODFPObJZKBkUyVMzUldVIo/fQFsXheknUZwZj73rz/4cNg/khvfVlpxtQCzOaUA8Aidg2c33IzsxRrQw5OezISFVj9PaC/HVhxr1lUVSuLv4TZDnONLIiTuICQvvRCe6xZGJBaORqZUkyTM/ga5l3CZRgJ8Wsx2hM67D8a2fjvjjZGp4SU6iNEG2zp5wcvUUE4XOtiYKcXqm0bSK5r9rK4rh4mCD+JiD8AyZDHcnOyyZPRGzIr5BSUkJoqOj5SMmJgZmZmaDKnofmwJ8lwQUXjmXoX4RPO0aMZ9QO9idD3xd2GQQ/NPdzkiGEXTAExMJLW00M1nbxkk2z6Sk0Xq4LC+l52fcdNNNePrpp7Ft2za8/PLL6OjoGDEDBjs7Ozz44IO47rrrUFlZib/85S/YuHEjOjuv8E5RgYIxDhK8r1Q3PgU/Q5CXTR49hZtXAgxNzOEWNAmVhVkiXObpxhuyjr6BTPLpcsNGhFazPB3bWhqQnxQ9oFWrvg7w68lAVzfwr2MXN03l7yPPns2Hsbk1dHR04RU4HvYOjrC1tkBiajbsbcyx5u1n5bHq6hvJxJ90Lysnr57pdnle2pA0ehSf8/ckHPyxZzI+YdFdqCzKEKE6Gy6GqpHqRV976ljaWptQlH7qsn837VpvfvRlVFTXw8vVHu+/+rh8nrQ0+V0tjaivKhadyEiC71Hk4rtwYtvnlyRMvlww5ZlCfL72aTHb4OgZwiMWRekn5RilQ9m4ebcIhYqvE5v+lOjNGA0ETlmO4AlT0dzcBm1tSti70VCRxy4bZnbu4tzGRsPQ1BotDZXy3trYO8DOxgqZmTloyD6CqIkTMGnSJHh7e4sY2tLKDDo6OjKxH8jieJEv4G0F/GfkWD7Dhlm3PIVjmz4a1GZKc6PB42P9+o34fn8aDq3/QGhtbEJbm5tg5+ojw4sey1w9Q5hY2GDxtBA88MADWLt2reghZIMwAjA3N8c999yDW2+9FS0tLfjf//6HdevW9WTmKFCgYHihNBoKrjgwgIuT+cFM4UYT9u6BwvdnOFrUwltgZmGJtoZqpKckiANSeUEGzK0dpOng5J1bA1KlBoKvNfDYVODL08DRIXrqj73yH2RkF8LNxUESw7PzihGz5TM01pZLtgD95Vl0a9K/7N0DpCBmE3Ap7wG3FrTIJJVJXaRSLDp71aOqPI/2Bmz/+l/SYNB+VFywaiugb2Akm4+hAgXlZk4BqK+twbFtX/RQxDilpZiV+SKXYnd6ueBGg8nxSYc3YjTARt7K2QeGxqZIPrwJjl4MzdRGcXai0Ndam+rkz/j932PcvFtRlHlaaGcjDR4zC+74LbzdaRLRjaKSCpiZ6KO2vgl2ttbQ19ESr4Si8lp0tLdJY93Y1IyQAB+s++Q92fQlHPihZ9r968d+hXvuuavn5zNPhenYmvCyAh6ZBDy7XdXsX8kYN/82abhPXMRWSq3RMDAwFPpRfXMHVr/7Ifb+tFaGQGw2SIHk9Zk6Db4BIdOuwd03LsW8GVF499138dlnn2EkQN3HbbfdhrvvvluayDVr1uCLL75AY+PZ65kCBQqGH4rrlIIrDqTYTF18C5589UPccK9qEj2WwMmp/6TFEq7H4oa+/iZm5tDX04e5jSOa6qtVRbSbn3DO9fQNUZASM2CTwWnArWHAvROAF3cNXZNBFGSlwMfDGZlZuVjz7kvITz2JkJnXiRYiX9K0e7vAsBjnVDsn8bBsa0h7cvQOOyegayCQgkN+P+1qqT0hhcxn3Bz5OcYmZnCws0ZwiCqgkZ8nqEcxNDK9qCaDx8VvX//4vMcH6VL71n+AqrJCeIROFSErQcqYg0eg5AD0ff4jAdKmROhs44TRspPmhoCCeK/w6Sp9S1O96Fc4+WYhqa2jJ8FtCQfXi4jfUCN8ciTAsEtuxHQ76lFeWQUDA33o6GijqroGtcUZMNLXQdLJQ2hoaEBraxu0tYCO5hrJ0UhITpHjj1szNrJEeXk5Pvzgo/M6thnrAU9MA17bd+U3GboGhuIud3rn1xf1fdzwsPniVuKuu+5CfU053njtJTz28r+x9KYH5H1h7gmF4ILubowbH4mlS5dix6HYEWky9PT0cMstt2D9+vVCldqwYYPQpf773/8qTYYCBaMARaOh4IoDaUUenl6orm0Uh5CxhKV3PgEtfTN0tTXi0OY1wnMPmLQYzfXUW2jB1MQQgZGzEX9oC7QbayUkjHaRmgFymrAzBn47AzicBzw/OPfJi4LavtHZJwKBk5ci8dBGcbwKnnYtEvZ/L00RmwHyrfumm1PkyQ8WLEznpn6DAtCGmv5dk9g40NaX/H7yuH0j54mguLI4G1b2btBqrUFLixGSE+PhHTFLGgsWsBb2rsiJV7lx9QduV1iYG5lZSqo6aV4NnUYoKK6Ap9/5U+WZDE6OOutGB88Qsb6lFohuObTjbG9rlsfMz40kUmO2IWDSEpzYNjLT375IPLgBExbeLlsn0fuYWkoDzSafYvns+INyXJ8ozpZ085AZ1+HECInYjS1UjlHctjFc0jvYDNl5RWhpbYWnsyP+/fGr2LvxC2nwjez9JEzO2cEee7cdQkl2ogQUBvBYP7xBmt6q4hx0tDVLEU261EAajWdmAh8cB6pbcMVj3LzbpIHv6Lj0J8OQy/e+3IPQ0DKUVtZC39wBLl5dmDl3MbLSk1GW6yobT3snV7z49hdwcbLDcMLd3R0PPviAUOGsrKyxadMmvP/++6LDUaBAwehBaTQUXJEozc+AgYUjqkqyMRZACoLv+HnQM7aAr5e7TFC3flGCOdc/BENLB7TUV8LUwhI1tY0I8PVBdqKdZFUUZx0c8GfO9gSuDwb+fgjIqx3ex0/6i4W9G7wjZkrh6D9xEfyjFkrBy+dVV8E07fYBi3V+kPZk6+YPJ98I1JTmijCdDRS3I2EzVwoFqa6qWBqTioIMCS2kUNstIBIZp/bIloQNCwtEUpZMrexg5eiBrLgD8nuoFVE7SzEvgRsVEXa3U4iqJfoC0mkaq8vgaGeL2rp6VFeWydSayb8DJZ0zJ4KiZ25l6JzDZoMFKRsPWqf6TZgvlrN9nbuGE/x9ZqZmuPU3r6Ek87RsX0YSLLy5uWJT4eQTgey4gzCztpfgTL4f3uEzRZAfNGUZEg+uR7VDvjQeqceG1+uVx469e5DQ9rzCZ4geQ6e9Aa3M0DAwQPKpw7jpl8+hS8cEDQ310O+sh5t3AJLTsuQYcPYNl40R6ZfcxFHwHzJ9RY/r0kDCZG4Uk8qA+NHLsRwymFjYiUbr+Jb/XfLP8IqYDWefMBRlJcDWwhBGlk6oriyFkYkZ6prbEBwWgcKCPGk0ctITYGHvjtS0DGlaBzoPLwekdO3YuVUyOSgwv/uu+3D48OEh/z0KFCi4eCiNhoIrEkxzZmFJV6LRhrmtixQu5AFrt9ZAW8sdGclxUsgYWTrA1cUBOlr2KM7Lgp2DB1ra2hASMR4bPu1f0G6kC/xmKlDbAjy9FegY+vtyv6DAng0GJ/iVzNlwdJcgNHWadn7KsfN+P7UcFGpT7M4tiHfEbHgHjUOXlh60utpxfPd3MkVVFxos7GmhmhW7T0TF/HtpbjKqS3Mx9+bHRNPSUl8tP4+TawpOSd1prq8R3Qs3KGxKSOmhhoM/j25EtO5lgxQ4ZRlaG+vR0dYq+RBsbqqKVa5cmqA2xm+CNxpqysUqlVkWtCA2MDYVeg2pRBT0Z59peEYKwSGByMorhXdo1Ig3GgR1F9QZsWH0DJuG0uxEtDTWw8krTGhl5OOzseN7kHV6L8bPv13oVBX5l59ep9YCaG4W6HbFxpOBfdxqdHZ0iKMR7Z4DgsLR0GEMbQs3VNR3QkenAV7uzvjgL7+R77VzD5TnUJgWKw0sN420gs6KOyhuZs5+4wc0GYhwBAJsgZdVwddXPMJm3ziozIz+YGHrIhbM3ehC/L71qKssQHFGLNyDJ8PVNwwOVhYwMTZCUkIc6iqL5DrArSnPYW693AKixIp4qKHSjaiC/3R1deHkpKJBKlCgYPShaDQUXLFgUUitg5pbP9IgvYY3WEt7V5n2cyrPBujtFx5F/OlYsW5trsqDoZ42Uk4dxvEj+zBnciief/RWPPrAnVJM9UWwHfDXxcD2DJWrzUg1GQQzBUpzk8SVikGB/Df/TppTf2naA4G2tNUlOVLMmVtYwd/XCxHhIfI5dZPB7QQn0nlJRyWdmZNy0nG4NaDtr46uIUyMjeHj6y8TdG5Z2JAUZcYJdY6ND5s72mhyum1ibi0TeDYZamSd3i9NE+lPzF6gxS/tNs1tnHs/3q4usc+lgJX2ydxmUDfDQpbpxnwtaDVMfclIIunEIdhamSIrt1gmwaOBpCMbxRmM9CJuExiQx/eOxwMbMxb6pLlp6+oi/sAP8A6fobIQvgyo3Y3efGu1/Ml/cyvFTAz+Xgr1aQxAsTEfmwQcGpjBy8MZhoZGsDTRRbC/N3LzinqS3pl631BdLkYGDKfjtYM/x3f8HOTEH5bjifqCvrA2Au6PBP42sj3msMHK0Qv6hkYS1Hkx4PtLly9qqRrrKhC/7ztpMpibwfOwprxQDC3o2GVhZoLs1HgZCNi7BfRcE0qyE2STwnNyqMGG9Hz6GgUKFIweFNcpBVc0WHiQ+5+mkfI8EjCxtJPipDgrXkKpynKSRZvAopybDGcnJ9i4+qIyPxVG5nYyRW2uK4ehgS7mzZ6NKRE+aG+qw65du7Bl6xY42NvBrSEGZq35QpWqH0XnRbpNcQJZX10qz4ebgorCTMmh0EzTHgj8eo/gKdIETJ+3FL5BqqRdtR6EYHHKSTkLxca6StlUcHreVF8jKcIRE6fDyMIObfVlkvJM+pWtix/MrOwlwbyyMFPC/NyDJ0lDxAakv8dFKpaZjSNSorcIxYrHi4NXqIQCUhDMJkKt85DGh9kiwZORfnK3TOzDpi1DWLA/stMSkZiYKFsNNrcjiaCp10iBNlp6DRanXmHTZPLP156NGR2GSG9jo62lowNDI3MkHd4gTk6eYTMuK3Rw1Y0r8eabq3v+/ZfV/8LROOa45KIo4xQcvcKgb2QCPT0DuXlRx+Ph6Y1ufVNodzRi0+dvyfdpa+sibNZKtDTXIzV6i7zHfpHzpehVo6IgE97jZokGiM3uqZ1r5fNsbiZPjsI8gxj8bVM+ckY2l3DYMH3lY7KNykkYWPPUF2y2PUKmSTPe3two3yvbyODJqK8olgZQz9AI7s6OQhNlMvvGL96T6wivAcyl4ZCB9Ea/iYuk5ODrrelmNxTobwumQIGC0YfSaCi44kHqBt2dNIOhhgsswKlBYNBeccZpzFz5S5iZWqCJqdNt7TA0MUNLfZVM/7nKJ72nraNTvOc9XR3wxrP3C0WorqIAc2dMxi9+8RACA/2hpa0lHvQLFvbv3T+S4ESaQX5MJlCFWXXLhL+pXjXZP5+VKZ2SyOunkLu5vrrfr2FBx0sPhfB11SUws7SXIoYp5OotUeapPVJcT7/mPljb2qG2qhwHN33RE8inbvSK0mMHFJ8TnLL6TVwolqzccKhBYbOzT7j8vsKMWGlWVHknGaIDIZWLU/Al9/we+nq68HJ3wr/+8pToFbJO78NIY/I1D6KiKAuZJ3djNEDxdHtzPWxc/YVWV19ZIpQ10mCYME8Rfnb8IVSXZMNnwjzZeqQf33HJBePefbtkOt7S0orH/vgODm/7TjZO3BKSLimJ8d1dcjwyj8HJO1T0If3ZLftGzpfHF7fvO9l8MYSSjYqunj5aGurk+OFUXhLk66vQVVeA7Tu2iD3qWDknhwLOPuPgM342Dnz7zqC+Xt/QVDQ40OqW0ENp6DNi5Xpr7eiBhpoKOQe5BWX4p/q8tHb0Epolr4GO3qHQ1dWX1HuC30stl6mlrTTzIzkcUqBAwehAoU4puOLB4pDORCwqhxPUhHAi2tpYh/aWJoTMvAHWNrbQ1deDmaU1zCysZPodHBwsk/LmlhbUlOSIILW5uRmpSfHyc1jY2rkH44cffsBHH30kTQZhYGQsE7nRBguKmtJ8sa7UO5Px0dnZLiJsbiC4XegLdeigtYOHuGgN1GTYugaIpoXbEY45OlpbpOCgmxHF4i5+46SYIaiT0DEwQldXN+wdnaVZoPibxT4pGZyon6/JIEjFouaDv4zZD2qQ15+bdFQ2Uq7+E8TGtrIgAw4ewUK/4uOjRbFWWy06OjuRmJgkhSibLVXw4siCAXnUFFg7n30OIwlqXmxc/JCfHCPBjdRKtDY3SuHPprK+ugy+E+bKFoHNEDdPLCovBSzqDx5LRll1M/703jfY+e2H0mTw/OOmjAFwPBa41WLiu6NXiLhkDZTpknFil+hLIhfdIccDJ+lCsesGTK3t5X3l97I54vR+6fIV0mSMpXNyKOAzYQ7STqqC9C4ENvsR824WzVRjbaVoq1Q0udk9DmR8rbjFUjcZRGNNuVAUufGiFXZjTQU6Oztk00WwSSX9jrooNncKFCi4+qE0GgquCnCyzenacIE0Gk7iSfNhAcUCK4uFbnW5+PRzuurkaIeuzk4Ul1aIoFi3swmZaUmi2zi24xvk5hWIOxUpPKSgsGCNjj7Wwy1m8TtWuMV06OH0l/a1pEk0N9SeSfLVgmfItHM2IKRJsLli8d6fVS/D8e564q8Inb5ctk+kOqXGbD/jBqWKN6eTFH8DmxQWlSysu9ub4e5ij6rSAsxe9SssufcPGD9tvug5Bhukxw0Mix9qQVgAaYJcfW46qkpy4OI/Ht5hU3Dr//0VXn7BUpRuXvseorevEzcj0rDIM2faMQutkQStdpOPbkXQ5CXQ7/McRgRdXUg5thWuARNEr2FgZAodXR3YuPiI2J6bDBaWbM6IhAPrhR4nAYwXCR5v3++JxT/XbIeTi5scH6Q9BU5dLuGWbEQr8tPg5DdOdCNxe7+VgMnzoTgrDqnR21RUqsYaWDq4ITfxqDSupMyREkfKnk5XI+645wHVxoSNamsT4k+NjXPycuAVMUu0KaVZCef9Ol63IhfdBWMzGyQd+hHmtk4opEi+u1veT77XvP5xk0Sdhpp6ONC1mKJzboHp4Cbpid3dMhhiDguNBEYrK0aBAgUjB6XRUHBVgBNPaGsPWrA8WLBQomORqZWjTDzJN+YolBN4O49AHNnxA07s+RENTUwe1kFldR2MTEyEcuQXGAwdXV15THTiIbef4WYEaTkUHhcWFYt3P1OI//1/y+CvN3YoGswpoM6kOPM0bJ19hGfNIo3FiHpCSTtYTplzk6Ll//uDkZk1HLzDUVHTADdXR0mUlq/tQ5tQU6HU/G/+zLS4Y/jnX55CTm4uDI1NYGluBis7J9HlDNYEgI0Pi+OGmlKVpoAFTx9wEluQdhKGRsaor6eL0ZnAvqDJ4nDFooiZItx8cKrPnzPSqCrKQHlhOiLm3CSUr5EGA/yqS/NE58KtAvNWKvIzhGbH14jTa24y6DTErQEbuNCZ11/U72CDyQyX1sZa2NlYiraHGDf/Vuho6yDp0Aahz9H5iM3OqZ1fqjZdgwBdkGJ3fQ2vsBmSFO7oHYK0Y9vEJtktZApKUw7i1eeflq998rnVck4+eusy3Ow+ds5J0spWrVrZr5HEeb8vYKKEKw4IbW0xSmCWDvVubBDE1jj+sAjxeb7TgY2J9bmJh4U+OFD2T2tzvTTGplYO8m9+vbiTOfvIvyU3x9EDBanHhWY52LBPBQoUXJlQNBoKrhrwhuUVNh3pJwZHD7gQKD529o0Q1yI6EXH6zUKTk1vyl5kJQatPwsPdDdrGVmLt6OrsgIKiElRWlGP31+/KNJEiat5oWZiTpsFJPilE5Ln3UIW0gDeXAn/aA1Q2Y0yAfHZOeqlZ4BSYAm5uNoInLYQ9syqqyrDli7fObDvOgk2ZlZOn8LX5uvn4BcHRK2jATAj1a8GNATn/+cnRWLjqAegYWUkeQuqJfRg3aTqsHdxQV56HjWv/I+JxcsIDgkMREBSKrNT4XoLzXtDSkkKKDlUsZvtamXJjRR5/SPg4GFk6oqaqAru//ZccAyycTC1sUV6QLl/DwpSFNMXRLLBHGhOX3IvmxhokHjhP4TiMiFx8N3LiDsJnwlzJT+E2iOBrwZBBUmOOMaOhq0ua9K7urkFpS9g48vzia0v6HcGGatbKR2Fkao7msgzs3/qthOxR0B278yuxPL5oaGsjbMYNsl3kpqOpthJzV/4CLz1+t0zq//zeF6ioqkXy0c3SXN07HihtALaM/FvdC2wutm/fDCNjY9mCckAxGO0IzQTYIBzd8N9+/9/a2Qc+42ajvCBN3lda/bKpqC7Lg4vvOHR0tEHfwFg2iNwkkjZ6IXADRZF9+nFVyqilvTu8ImYidudauVZwK8ivYdNIChU1WQoUKLg6oWw0FFw14MaALie8iV0OdA2MxPPdNTBSaAMsODrbW2VyT3DtTyEpGwc2DWxCUpPj0d1SLZuMtMRT+Oofv0d5iSqcrro4W4riqqJMKdp50yfPmfac/FNNL+nsBv5xBHhyOsYMKgrSxHmqLC9ZaGHUa1C/YGBoJNSZ4JCQXk2GTIcDo6RZ4ByDBQQ5/LHRe7Dz+4/7z4PQ0hKaFJsMdW4HCz5bR3c0NrfAxsZG/m/X+s+w/ftPpZnge83XnlN06FsgI7cIXv7nSQHv7lbZohqaiDWqetpKChRpX5zOMkdkw2dv48TBHdjz3X9k8l1dmgMbJy9UlebB4UzwX0tTvfwcKwf3S6IGXS7i9n2jKspHYatCJB/ZBO/xc2RjQeoLjwk+Hr4WKleuVgRE0V0I0mBb2Dj3bMAGAs8l0mtIV1OL9vkeTVx671nt04RpQuthwXty+xeX1mQQXV2I3/+dhFCSDsTj1NzMBHEp2fhpfyz2//SFbL043Sc+PQXM9QbcLTBq0NMGfntzlDQZBM0lpk1XbUcvBDv3AMTuVgUS9h3MkEpGc4r4vd8iPyka3uNmi0aLjRybDL4OFHNTo5EWs31QTQbB96i2vFCyTwh+v4W5JW7+9Z+FRkmNDM8fnue8DtImV4ECBVcnlEZDwVUF8vEp+r0UagmLziV3PIkFtz8Fdy8fnN69TsSLNk7ecA+eAm1dfQmOIy2ARTenuQx141KQW5SNn72NHz96FYkJ8WIByqKLFJvayiJpOHT1jYSfTN9/Ohxx6s9GhiJqNbKqgaRyYLk/xhSFisVI8uGN8B03E/7hk6Gno4X29g6htpCDzU0NC3YWi9x6sMDkc2XmhZo+NaBA3MVXrEtJnaopy5cpJ52FigoL4GBrheaaUmleZl57L6YvuRlL7nxKRPnUydRWFKCrpQ5W5iZIShrYDUtd7JDaU5hxWjZVNs6+8AybjvyU4yjPT+v1tSy2WPC6B05CGfUAXiEyAWdxRtpba3MD2ltbRoVC1dbcKMcbC0G+7iMNbvRIrWHeCd8v2jnzNeExTWohE975uPj+qPUabDx5/PcHvhd0GKMpApO6CVLWSI9iI1lfnIrG+lpk55fCydUDHi5Dk5vDkMHsuEOIWnInrG2s8dOeGBw+ckzOz8zT+8VpjbkRbKOZo8EBAAv+kcZkV9Wmc9+hs1kR1JBcf90NsLA4f/czbt4tQittaeh97jn7jcOEhXdIiGXsri/RjW55j2rKCsSullup1pZGaTgYWMnm/2JBFzlbV1+5ZhLBwYFobG6Hf8SUng0YrcF57hmbWUtmjwIFCq4+KI2GgqsKnK5TP0F+8WBA/QQLHVI8/CYugImFDYL8vBASEio3WRa4nuEzpCmgroBFt7mNIzrEhckCOQlHZMqtBgutmtI8OHqFSmHL4torbCYKUo7DLXCi8JPZdFBk7Ro4URU62N4qlBw11p4G5vsAjpeXezZkIJWF3HxORgN9ydVWBbaVlpbBwMwOs1c+LFsgNlYsFFmI9oWRmaW4+/QFG0JOuxkIxteBTQbtSFlM71z3Lg7uWI8Nn/1dOOFW1nYwMTFGYGCgFNqknFFbkZZ0Gp++8Vsc2/W9NETnQ3FWAubf+DAiJs/BhLnXiyNRX45/R3uLTOm5NcmM3SfFEPM92Dzy7+qGtrmhWpyxmDrdHzw9PS+JTz8YVBakS0PH5o5bsZEGzwPmV9A9iGGC7iFTpXCk9TOn1eX56T0bgbaWBqHchM26odfP4Pdxg9Xe1io0Gp4TbPbZRHJD0t7SgOQjP+Ho3s04evQYrK0sEOjvDb/g8CF7HiVZcTA3M0NmdgFcHG1Q39gkTRLF5oXpsbKJpOakoglYFw/8WlUjjwjsjIGX5gETXYBntgHfH83v0XM9cP9Dsun7+OOP4eTUv6Ba18AQ5nauOL3z657P0XCB1DM+xxPbPhfqGGmLHKTQXYqWz9zu0bqWvOqMk3vkHLsU8PrJZoObQCLp5CGYGOkjLS1DnOt47FjauUojwuOJAxceBwoUKLi6oDQaCh+oM1kAANFiSURBVK46kD5lYGTSb9Ivb2qkLpEGxeaCosRaCZWqk0ais7EcOtpaSE+KQ9jsVXLzY9GReHiDTAa9wmfKzyAdihNvOkX1BQsuNjCc4tPZRuV45C5NiIWti/w/3Y94Q+fnWTA7+Z4tnjhBZWjfE9NUIqqxAD5mUlkKc9NgoK+HjsYK2FhZSkEeGhosE21qFgYCG4r+xKPcgPB1ZbFMGoVH6FSxy+Qmie5castiajFqq8thZ22B3IzEnu9nYcJUdjYBLFzaWpr6pWHw9zOR2M7VD9AzgpmZKZydnUVH0hdsiJiloaaA0EaXmyu6a9HaVZ3SzcKYzaSLb0QvN6tx48bhnXfexq7d23ulWw812CTxNWcIGrctI43EQxuE2590+CcxCDAyt5J8Gb5X3BawcWT+BsFziO+zd8ScnveNgn5aD5Oew/OP54ati49M67W1tZESvVUK4tAZNyA3ORpN1UUqitsZgfhQgHqd1qZaWFuaISklHUlHNknzxs0VRcw15QUImX6d2PYezgc6uoCZw7xEotv1LaHAs7OAz04B/4wGms+cOtRkfPfd99izZy/uu+8+eZ0++eQTBASoErg1MW7eragty0dHhypgkq996IzrkZNwGIkHf5Rjm+cKm2e+H8zGoIaJrzGHBRwcDNbZbSDw/eV2hOcxaZMbPlmNnNRYoSXymKXuib+fv4fmC6OxIVSgQMHwQhGDK7gqwaKQTivk3bNoYJHJTQI3E2xESPkgPYZ6CwrIKWhVuyaRdx4572aYmlugoTQDe39aK4JFTjcri7PkhjiQ44oavLGS78zJu6t/pFBDSJPi9oRCVxYzmSf3CNc9N+GwPD5mVTAbQI0bQ1TGTN8lYUyAU0jPkKky6aWtqY+3N2w9Q1GRm4K9P30x4PexyPcMndYrME9+noGR0DXYUJCO1tbahOKM2F6aD75OWbH7ZMvBgr9v4cNtCAt/zdeNNrThUdPg4x+EjLQUpMSdFB0IqW6kTgVHTISxpT2aa8uQkhgn7lY8FtQg5YcFsyadisUwE69pScwtFrUravD9dfQMhJdFG1auXAlfX180NNbDy+tsRcopNAvEoQY1MeFzbhK9Cu2CRzoAjRQ3Um3YdLFxoNUsbYJ5jOvpG2HiknsQf+AH4eETC25/Gm5uLkKLO7DhY9kIOXmzyVZpaGzd/EVDQ5tkZqUwHyfz1D7UVxUPy+OnVWtXR7sUxL6RC+R3s7kgnS9u7zfyNVOu/QXamptwcscXQp362xLgtX1A2dAGWwtC7IGHJgI7MoDNaRe+OVtZWeHtt9+W7dnTTz+NY8dUmRZG5jaIWnov9n/9phzP3NZyK6kW5XNYQgc8DkFMLOzQVFsu/2/l6Im8pKNn3PWG5jr8p9X/RlFVE/KykkVfxQDNgtQTkl/D67Pv+LnIOLVHrqncBNMRTPP8UqBAwZUNpdFQcNVi6Z1PwtDMCs31NYjeSfFnYa+pO2+CqsL5lExbSV8inYl84XHjx8PWzg4NdbXYu2u7FMVsGvqjBQ0ETmjZ3BRlnJaCmVSC0twUcVdSOVcZS8NDbjtF09ywsEBTNzHubm5Y/UAU3lwXg2NJY8NikwUYi0N1KjTB6WT6yV2yVegPnHCTCkNKmya8w2fBxMpeqFls3tSp35rg68aih7kjbBT6ghsmis1JcyK4RWLTNnHuDTA0MoCVhSk+fO0JeU3ZlHBzwveb01QWxrJN8g7rlVJMhy17z6BeQWQ9j3n8XLj7j0dIgBcSTxzqEbdfc++zWPvuH1FRVY33//0etm7dgrVffiGi3YtxCLoUkLrF47gkJ7HfxzzcCJ99I8ryU0X4y8aHieDc/LBZoH7DO3wmDq//l3ztQ8/9AwUl3ExZoro0H90GFuhoacCub/8jzSibzPqKIlg5eciUnVP1/rIahgrcbBZlxalEzlpasr1oa66HvpEZ6qtLkZd4RB7H9JW/kuRzvr6u5sDj04DfbQO6hujuaaYP/HKSapvxn2NAXevgv5fhgq+//jomT56Ml19+GVu2bMGUax+Waws3HtzapERv6bl2cWDA4D0DQ1No6WhLY8Hzk7oznoe8Tl0StLTk2sntFq8P5hYWePS+W7Bo4UJs2huDuNQc/PdPv5YtZktDjQT5kVZVVZItLn7U/RAcPtAVrj+qpQIFCq48KNQpBVctgoKDoaerh5CQYBUtSqPJYPHL4iwn8YhM91jQchLL6frpveuQlRiDmto6ZBWUwt3bH6f3fnNRTQbB4phCaYocq4qzRK9hZa+allObwUaEk3xSfhy9wsS9ioUZQarN1u2bMfm+1Vi7frM0HWMBpFawiKgsyZHHzMfP9GBO9QeCcT9CcGMLOynmm+urhALUX5NBeAdNwMwlN2He8pvP+b/r73kcUbOWYemtjwjHnFNbNhPMS9Buq1E5TeVnSpNBahO3EUxlJ/g+58Qfkk0VJ9hsNtSgnS0zGvpD1qk9MDE2QXN7F8KiZvZ8PjDAD+99/hNyiytx/fXX44MPPkTsqXh8990PuPfeB6TJuNQMhAuBtLXaiiLJOuGmaaSRdOQn0cbwfZS8BBcfKSI5SWdzyTR1urhRC5Cfl4sAb3dUlRWgU89MpbsIDIRX6DShzhEW9m7S87HpHs4mg9A3MjnrpNTdjZTozdKs8lwnzc7C1lW2aPbWJvCPnIdbHn0eBXXAtnTg/rMeDpeFpX7AnxaofiZF5xfTZBDNzc148sknsWnTJrzyyit4+LEnhDpKLRm3t9zEqK9dHKYETVkumz02UhkndqtE/aX5kmtxMU0GN5Xc/lIPx+un7/h5QgXl+2jSXYuXn3oQvh7O+OCzr5GZV4qc7Bw5PngtpDMgz3lSJHmc0MlObeBBndes6x/EU699hBvuffziXgwFChSMOYx86pMCBSOE7LQEKS5Tks5y+gnSAzhxLc1LEZoNMwlYeFIMyXA6CiYLSypgUlwOb3dXGBvpY+slUlJ48xbaT+xe+ETMRmNdlUzwSRvgFJgC69LsRHE/Ij3EyMRCNi2TJkXJNJzQNTDGY6ui8PTbY2OrkZd8TKbPLOBZOJC2w0KBhaSaIqMJYzMr+RpNTFl+DywtLOFoZdSTmdAfLK1s0NbeAUNLJylmesHIBm0dHbBz8kBpzoe96B4/fva2TFaZgyFi5eApyEk41ItaxPeBIlRulDrbWqUhlOBHwcDqmMa6CtQZGSArL6Xnc5mp8SizccPOg8dxYsuHmDZlCubNm4epU6di1szZKCgoQHBIAAwMDIZlw5FxcpcE+ZHK1NJQq/E8hh/cJpEWFzx9hVCn6GZ0avdauPpFipCY7m1zbvstgsdNRnt9Gd5+/iGhFs6/+ddoajJCcVER6ipL4OgdKoUnt06ky/WnfxpKsLBlQ6QJXgfSju8Qtyk6MDELQlLOvf2QlVuEylpVM7QjU6WhmOAEnLxEVpenJfCrycCJIuCpLSp760sFbbX/9Kc/oaqmFjfeeh/e/vgHONuZ4Nimj3q+hsF7pEt1tLYg5ehm0ZE5eoXIe6feCJ4PpKDynDKzcpDNFTcgDTXlcs6zoVQ3Kbfeeiv+7//+D6mpqXj44YdRXKx6gbhZ4e/n+c7XnrRVbl34c3k9JjWVNtakKdLSmF/jEzh0wn8FChSMDpRGQ8FVC3V4GznBpD9wMsnpGyfyZAyamNugMP0kXAMiUZaTjPa2FtFVECyEdDtqYWzkcVniU9q7ko8sFI3MOPGOt7RzQUNtpaQrM2OAzix5ScfgO2EuCtNOiM3rsWMxaG1tlcKUE0v9khgpTHLGAJuABSA1LSzMyakmdSk/9QT8JsyTyWnfokXPyESKek1YW1mhurYBIQEqR5qB0FpfCgNzB7TUFPdqSETfETwBIcFByE6L75dTTpvSWdfciYmzl6G1vkIoPX3BzRLpU84+EXDxj5SCnQ0UjxX1MaMJFkd5GYk49NMnQhnjNqy7q1OONW6vxi24Da7Bs7Bly49CYTE0NMSUKVPw4IMPyHtJsIFkIzmUjQYfc8qxrQiZfq00VXwe3DaNpFmAvXuQUOtIqQufdSNO7/lGxL31VSUwMzWGi5M9dF1V1rSkt506uBlWDp5w9Q3B+DnXQ6u9EY01Zf1qcYYDLLQZ1tcXpPXkJR4VGiWvCXTBKsrPgreHN06crhFNDPUb7xwGXl8MZO0Cai5cp/fAQAe4bwLgZAasPjh0Wg+3wMmIL9ND5brtCA707WmqeVwySJHGFzzWSUtiBovY+MbuHfDnsZmgAQSbC1r90s65oaZMlSVzZvukCVNTU7zwwguYO3cu1q5di3fffRcdHR29zjU2bxSgUxPDx0MLbB47bDb4eTqpUTPX3lCO7i6nIRX+K1CgYHSgNBoKrnpw2rbw1sdgamGNmpoaJB7dLvakLJQpGOdmgYJWFtC86Tl6hojmIPnopiH5/Sy+m+qrhY7DG2pJTpIE1MHSFhVFmTJp5GNkQ8IJIwvE6oZWXH/dSnz11Vf4xz/+gR835OMPc4DfXubkc6jAAoHWlDr6BvKc2Fyw4WBDdU7x0s/jba6vhJmxJRKTM2TjMJC+48dP3xYNAot5TbCY3vfDB9j2Re15H6ebhxeKSqvgHzRwmB+n7qR/kT5FChBdebgVMDS1OMfak9sZvpd8j6iJoP0xOe7yNJk5kHJcnLNs3QJQwYKspQV79+5FZmamuE+pNRtsJIcapKfxGOJWg9oVZpkM9LoOBzglj1xyNxIO/CB0HB4LDNVj8nRLY724uakLR35OEtabG2FkbAJ7W2s0NZtIk6HOXhlucODAiXx/oJsYN5scDHDDsm/nFtFnMAtk2vWPwMErFKXZCXj3CPD0DOAPO1V0RzaQfG8HaiKnuwO3hAFfxgH/GaJDgNbQtKw1NrOR4D2PW+6TJqO4IFu2o+Pn3yrbh9hdX4nlrVfELDlXNemMbEZoWCGNhaWdBIuymSC9isfUhTYeQUFBohMxNzfHb3/7W+zbt6/fr6PImyGJZXkpMqTgdYTg9S986iK43/U0tNrr8OOnfx+aF0eBAgWjDqXRUHDVgxNV5jiwoA0LDsDONavF6Ya2i7TSJBWAU1jelDnZZnbCUE9USQngxL84K/5MqF02zGwcJXWb03k67rAhaayrRHdXt2xeko/vQHT0MQQHh+CjJmBzKnD3eOB/JzFmKFSc9rJgIEWM4k0WJqRAsJAgqI3ob9uwb+MamFjaSiBe0JRrkHR4w4C/hxNU/8gFqC7JVfHl3QNRX1ksE9LzgQ1QTk4uXFxckZqccN6vJf2DDjx8/0mtI52OVI++jYaRuTWaz+gGxMXK2lG+Xu1YVlGYLinX3uEzUFOa21OgsfAkXepChehQHGfUOPCYYqHPpmm4oVlgMz06eOo1OLVzDWbf+hQszMzQ3t4KfT19nDi8F4mxxzBn1SMwMLVGa20JMktz0dlSj5YWE7TUlIxYk0Fw0KA+Tvt7TjOnBKOwuhMVdXU9xxypPukn98B/4kLUluYht74ZOS2m+PM9AbjxuY9haNg/Nc7BRJXBkV8LPL0VaB2ip2nl6IWQ6Suk8T38wz/l/Pj8Hy/J/8259n7MWPkrdDXXYN8PH8PZbzx0dfVkM0h6EqmO3FZQQ8VpAKmj6o3FhVz1NHHzzTfjiSeeQFpaWi+q1ECg5bfP+DmyIaEwXa2RsbGzh7mZKcxMRj6EUoECBcMHpdFQ8LNAV1MltC0ckZmSgMApy8R6k/QfOp2wGGTByAaA0/iLuckOGt3dYqPqETxZbugsCHizJz2HFAYHzyBJ36Veg1oEfg2tNw8cOIBf/vKX0NfXx47MNrw8D/C3AdIuTpc+LOAGiLamzBphgcvXkZsiujmxuWPjwakwxcB9wSaBmQmk10xYfCfcAichP2UAx6TubqGd0RqYlrMUoNKl60IgbWf/jx9Jo8O8hwuBQXM8LjxCpsjP1wxRVINTXzYQapCGwveLFByKyLlBqC7NkeTwkGnXirGAGiw8h6vB0ARF2cyA0TMwkW0Z35PhAgty9aamra0db//9HTRrWSA87C9o7tCBlaUZqmvr0dDYBBefUKQknIKVnRO8Pd1QXW2N8vIKJBw/IBP2kQan9v2d65rPqaurG1m5pSirbUFN/U2wMNKWNO2A8Emwef4XQFuDHJ/2NQfRbXguNU6HmRhhwDgnVR5G7lBRH7W1ETR5mVDVSvNTkRa9pee/SPsMn3sz9Cwd4eftjs72VhQXLkJzXbVs3Xgu0BiD2xyGi5JOdSm2yAEB/iI+9/X1w5o1a2TzqkmVGgi89tGJjxRRGydvuXawkautLIWLo51Cl1Kg4CqD0mgo+FmAFJwldzwJ6JnC0zcIO79+TwLFCAb42br6I4tNxjBOVJnVUFWSC31DEzh4BsvmhB7y5jbOQjFRawLoukLqi6mlLQ4fOYrf/OY3mDhxIg4fPoy/HwZenq+iULWPHCtmQFC8S5qMa8BE5MQflM/R1pSWprSM5bSUU+C+YFPCjYOkRp8+ICJRNiRqKkVf0KFm+rI7YTL3WnQ2VV6w0eD7yW2Emh5CGohw8i/gHMbGk5Qez7CZ/X4tNwWa2gfasXJC6xE6TXQRbDTYDPmOd5FcFBe/CaIDGknwGCJtKiBqkWjaZdNUOTw5FJqmBfr6enjooQfR2dmN1IJ6HI1Ph5GhoYrPb2SAwqxEmaBX5yejyc4SWdl5wtWXQneEwXOQtK0LPSdtbS3k56Rj/KSZMDUxQl5RGYqzk7Fn+0aYOwcjPzcLJ/ZthLmRNv774UIxblBT4yIcgfsjVZtIWuEOFdhoc2tEm+nUmG29Gkkn33GyTasszIK5Xjvm3rYMba1tyM3NQ8zu9TLUYEN8uWAztmHjjzAw0Bct2TfffDOoJkPzfKb5Ba8dNC6gC+Dmz9/C5st+ZAoUKBhrUOxtFfxsEBwSAjMzEwQHB/U0GUweJtUl6/S+EaFtsJA2MrWQws/W1RcFaSdEUMwJI7cahFjGZifK9LFFyxRFRUWYOVNlpUrR6bcJwIMTMWaQGbtHngv56+omgjoUt4BI4bdfyA+fxX1TXYVY5LKIGgjWdvbohhZ8A89a0fYH0rUs7V1l26IGKTL27uemJ/cHNnod7S3wDIrEb1//+KzFppZWv5NfCt1pMau2+OWUvK6qBIVpp+DsNw6G/STUDzdEd5KTJJRBZ59wyQYZDrCgZmFN8M8bb7oNDzzxMn7cvB01tQ1yDLMZa2tvB3SNZWN4aOd6pGfmwdXNDZNnqJLCRxosbBsGcObq+5z++/n3qKisRkJaLv707hq89+l6/PW1V/H23/6M+OwKFFS2Ytf+aDxyyzJEf/Ua/vPuO3hkErDAB3h+B7Ct/975ksBtIdO9+ZrG7vqyp8lgkv24+bfBM3gKEg9tRHbCIURMmIhp4wOxcGYkJkaOl6HAUDQZ6maMTQZBkwP++2LBLaWDqzcW3PwrRIwf2B5bgQIFVzaURkPBzwZ0J7K2MENKsqoApd8/k4ez4g6MqGiWlqosqLnJkDC6snwpyPlvbjXUGRwUJNNj/vCR6J5GgziQC1gZAaHnMntGBWyM7Gysce0Dz/UU5dQ8eAdGICRqDmYvvanf76OVqPr5MouBmQYs1qmN6AtS22oqy2BnY4HkpP6j0tmwrbj7CSy967fwDxknrzEn1wRfZ/4u0koGg5aGOnRBR36m2mKTDcNAuhDV1kZL3i+CjQebL/Lhg6dfi9EAgwlVQXTaIlBX5xQMJUgPumbJMhR89zR+ffcq6Fh5Ifn4Huzc8BXKK6qQnVuEiroWdHdrIyQ0RKhcpPW4uDjD2dF+1OxLxcp4ACG4Wk/z9NPP4pdP/gmN1eWwMOzGZx//F6W5qbB18xNaY3l+CmrLCuEZPhPGFjZIqQAiVz6BJ5/5PVb+ZTPW5bmhfoikXsz2iFx0l/xePu7j2z6RjRvfU24D6YTFQUnMlv/J5m7Jzb/EbSvm4HhsPFpa29BcU4KhRN9m7JLMDbq7ERbiD28vN/gGKTa2ChRcrVAaDQU/G9CC9L9//jW6urVw99NvYtK86yW07VL4yZcDblMYzsctBvM0irPi0NHW2mPxqAa3HWyA0gtr4ODggJkzZ/QEvtHt5hdRgKHu2NkWtXd0wcLBvedzIeERUuR4Bvc/rWxuVDk7EV0dHSIkZsFGbQVfCzXYINBJadvad/D+nx9DwolD0pQR/Dry1GlLTO65jaM79PT04ebhLQ5RDECUMLEJ8+EVPBE3PfrKeUPAmKQctewBsTzWR7u4Xak549RnNNX1Dh7UREHacSmkKXDle0tKCN9rCvw9w2dgNMA0e0NjM7Q01Un2yXAgOzcfOUc3INDREAWpMXJMuwVFQbezEW1tbbLhMTbUQ2JislBl+D7XlefJ50eLj8/j7nxmAqXlVTidXYsTh3djWlQ4GhsbsfHbNVLkt7c0iwUrG+KkIxvR1dGOkOnXY9WNq3qOW0MjlU5jKOAWNBlhs1ZCW1dfhNpx+76V84XheKEzbxAaJvN/Uo9uEf2Zs2cg7lw2CbnZmbht5XIU5KTLcGMooW7Gnnry6cvKhMlJT4RWd5eiy1Cg4CrGGClTFCgYOfj6+qKkvBrBwcE4K6EcWXDiT20INxnGFrbIjjuAoKnXwNrJE2U5SVKgssnIitsPU8vr0dHZhY8+/kBE4WpXmzWn8/FwFPD2EYw6slLj4e0TjITkdJhZOwn/OvH4QTj6RCAnr1i2C311Aq2NdaKHUE+WGepHcSp1EF7hM5B5co9Madl40GJTLdyl1/7UZXfDwtISjXXViN75HXITDktxHxwaAWtHd5QVZPSiTtEi19R8Nppb2uA7wBTd0t5dRNRMoyadi7kb29Z295oqk34yEPh+0eqWifPUp5TmJsErbCZSo7dg4tJ7UZGfJhz5kQRpbNnxB8VStCI/XdzMWJQOJejE1WFkDI+2YhH4tre1Ij/1uLxWbBKXr7wV5mZmKC8vlyA+TuLVGTejAVq5nm+4wI0AG006dlFXtXTpUuzatQvt7e3iTkeDA3SbImjaNTi9+2vRCzEDZ8k1KyU4T0dHZ0gsjPUNTSUXpQvctnYL7ayqKFNocAyZNLViHpAWko9skgY9ZMa1KC9Ix8qblsDR0QF33XWXPI6cnBy55g01hsLcYDSPAwUKFIwMlEZDwc8OhTmpMLF2QfoFLE+H/XEw5C5qEdz8I0XUmZ8SDe/w2XDyjRDPfjXlJycxBjWNLXBysu3lavPdd/mY6Xl56cRDBXXBwIRfn/GzkXpsO/Zu+gpa2usQMedmsVqlHa5mcjin7NZOXr1+Dos2UkSKz6Sl15YXioMTdRf2HoHiCkXRuKeHG2obmuDt44OtX6isZYnDuzaio71NchAIUqXcQ6ZIgd/WUCMFWX/TU06C6XyTQ31GW4t8PXnwmqC2pvUClrrcTLl4+MF/3DQ0VhTA0Mwai1asQn52GjBlGY5v+QQjDdrwsjljQBq1I5yEs6EbKq0DHcPauuNhptsuts3G5lYwt3aUwtzOzR83LZsjQvHm1g5sXzP6dmnihHbGorgvGCTITB11aOD8BfPh7eOFDz74oKeZJB2OmwQ2ITxukg5twC133AN3Nze88Jc30VJT1K+F8WByNtSg/Ta3QvVVpTCxsBF3NhoncLNn6eABA0NjySbhdcItaKI0JdxezZ42EStWrMCLL74oDQbBDBcfH58he/0UKFCg4GKgUKcU/OzAovjLd/+A5KT4UX0cnNbnS36HCaydvVFVnCPaDFIhNKlD5IIfOHrWuUhzWvrPo8C9EwBjPYwJ0DKYhS03Epy8sjCjfSX/5PNiIacG3Yj6E0onHtoAF79x8A2ZiIkLb0XYpHnCRS9MOyluSvyzsjgbrk52yMrMlBwLzSKyuaG6R9dBShXDwCiaPXV4J04d2dVrimpgbI4p1z4sep3jWz9FSWYcjEwsejVEatCOuG/z0fNzjMwk7I/P28vXF1paOnDyCBD6VmZOIbz9glFVlA1/OkGNAgpSYqQBMzA0ga2Ln2zSLhfmts5CSWtvaURteRHK61vh4e4iRa+Wti4c3P1RkHoSa37YBldHWzhbjo25Fpujxtpz9RmkvTGDRN1ksDH4z3/+CXNzU6x+43X5N8FGNO34dhiZWonzU0DkHFy3YBKOnkxEenEztu890m+TsX3HVrz51mqxzlX/rL7geR8++0bYuQegub5WLHiPb/8cBkYmkt1hbuOiyt3JS0V1SbYcb12dXUg6vBG2FkZ49tlnsWHDBmzefNa/SWk0FChQMJpQGg0FP0tQiMxpOQvM0QQnq+WFGcJrZzFNegQLWk7zNfH+O69DV98MReWNeOv9b3oKmeYO4OMTqjCwsQLavZLm5BE2XQon8srF5au7S5oCdWNA/QPF1n1BZxzqG7T1jYWG4uXtLW5dmraybBb+/tyD2LrmLZhZ2csEmODmgy5QDCezcfaW6bN6es0Uc80gRm6OJi2/X7ZGR374p1B6mAlCEfWFbG01i1bSkvizKgoz5PdlJx6HoYE+6puaoasNsUUlpYzOZkxe5kZhpMEGiccWdQV8PUi90dFTCfEvBUvvfBIzrn0Ari5OZ5Lgu1Hy/+ydBXgUZ/fFT9zd3UOE4MHdoVTpv+7efnX3Uu9X9351F9rSUsGhuAa3uLu7y/6fc4cNISQQJAJ9f33mSbKZnZmd3dB733vPuab9EOFQJ4kzV+E5nNLG0RVfvvkkvvjkAwyPCsAVV17eaZDdU1iLELyN45SBgdwP/v2xBY9OWYTVBxMTkyOqiHo4N4VDKo0MjXDO+f8Hn8Aw/LVoOZqbmhA2YlaryYEePtfCwrzDY+lhAjhk2pUoLcyUe8iqXELMCgT0HyN2zdRocKgkE21O7+Z0dbanJcQsg7+vNz777FMUFRXi1VdfPeK4TDSsra3h4sJWK4VCoehZVKKh+NdCZyBa23aHG8+JwFV0Jj6cRcEAPW7LErj6hsPUTHNMIkUF+Xj8jW/x2ud/wt7t8Ao+2Z0H1DUCo3o3fjtyIFfiLjTV18o8DcKJwzWVpSLAtXP2kvuu0b49yR4hQ6ZIMNXcWAdbawskJR9ujToKnU5asjizgmJnrjBzNkldVZn02LcdyMapyM0NDTA0NsbAyZcieNAkpB/YKlOsOSGeA/qYEHUkEqY+o227DZMFTkWnroN6BM4Q0f9+67rlKK+okinRTKR++98zKC3KF/0H22xChk6Va+hp2OrDwXh0w2KLU0DUWM2y9wRhlcjE0hZhIYEIj4yCgaGhuG2lNbihn32tCJUZJHOGCmfF8POwcOHv8PPzxksvvXDMFf2egMG63t6af/tBAyeIToiVr+M5K/G6acgwfMRInDdrMl5+6j4UlNbgsVe/hIOnH6orimSjeLstO3bslM9Y22O1NSCIGH0ufMKikREXA3f/SGmDYsLt338UWpqbRcvEvyfOHeGgS0NjE2mb4pBPXtOSpX8jKDgA/cJC4Op6pB1dUpLmr9sdOg2FQqE4HirRUPxr4Sov3Z88Ao89l6EnoHiYcx5MLW1kqnZJbgpGn3cT7pr3ASaec5nsU1GYKX3vcQeObvn6Xwxw+QDA5uQXqU8rFcW5aGqoRVlhFgIGjEdBepy0SXFFnTMtuCLLVVrRXxya8cDWKs/gQWI3TGH4qvnvIjkpEfnZqa0Vi85ga1T/wSPg128I/PsNlspG2/YzwiSEK8Uj5twigt/dq+cj4+BhJb1H8IBOh8exBYqtXtRxsP2JtrnJu9chO2GHZiHbpv2m/7gLYNJSg7KySpSXFMhE88QdK2BiZikr5wwOw0eeg96AgSrbwtwDI1FWkAWffl0fyMJKG6162VpmUFcGQwMdkmL3iuCd9yOluBnuxqUSIHOmSsqeda2JHoNcBtTHWtHvCVjFYQuZvkoVNHiSiPZLclM7dVZ68MFHcNHFV0uCtmLlMml/mj//O9xy0/UwMjaRoYgmpqZISctGZnwMrGyd0dhQK0M329670pIKvPvOe0e4NDFBGzrzOknEy4ty4Bk4AAnbV8DNNwxGRibMhGQWirR6GbBFz1qun5UzDr1rX3mxsLA46t7m5eVJcqPapxQKRW/QN5pmFYpegkGXi3cITC2sZcW3t+C56azUL3oG9q39FXFbFsM39HHUNrYgKnqcCKsXfv22OFUFDhgvAQ5dllqf3wz8bxtw72jgeXay9AGyEnaKtSwTC5+wYdJ6xICOjj5JO1bBq99QSTI4LZrCVwa+WhuORkuTFlCxNck7bBjy0/a3rgp3RFhklMyMKK+oRFq8KzyDBkpFgW1YFEP7RwyXgX/Ghjqs+vGtI9qo2EJXXpAllaX2GJuYI2zoJDi6uKAkJwVr/vy6Q9ci9tBb2blg18ofpI/fN2KkJBlMeBhkl+aliUaF81EoanfxCRP9TU9Dq9N+I2fB0d1PhtZxNkNnE9n1sBWIq/SVpfki2D+wUXuciZN3yBBUlh1AfZ2DWEcb6RqQsm9Hh9UBJhkn48h0IkLqY2Ft5yLVC2p5WEHgcEa2zrVNCDj8ju8j279MzS2xK7EI1bXNGDrMX6pU+v1ef+0V1Jt5wCcwHAfiklBSkC3Vqqy47dJKx8San2lqKUJDQ+Wz++mnn6OyUjsf96XOhRa5wYMmo76uSt4HVvwo2ufvDA0M5fqMTSwkaePwy44qLw11NXKtHd1bLqikpKSoREOhUPQKKtFQ/OthQEyNBFdgexOKpvuPnonoR95GaX4aSktykNbSgqbSw61D1JXU1VTCN3yE2Ja25WAhMLYKmBgArDl6gbbHYWBEvYOLd6gEXByOSJErAyUmG2x5mnrFAwiIHAFz1OCvnf8cdQwG5xVewbBxdEPgoImSeHQG3aQ4AK4oO1lE44KhITwCByI0ehpadICpiSEGRvbD8m8PJxRsn2ErF+1s28LHvUKGwCt0MOwcnRAU4AcvNyes+eNI5ygmEloQXoBdq35ofZxWtzwuV60pws5K3CkBOytXWYl7EDBgjLzPTEp62oQgdc96SQJ1pQWwd/GWVjMmZB1hZmWH/mPOk2nvrODomf5/t2PixAlYuXwxTIxNpFoUX6SDRdGRSUbb6sDJJAtMMlb9s/wIa+eTTTaoqWHblPy9714rFQ46n3GAn5mVrSSQtZWlci9ykvagsf5wtWpdYxlqHr2/NVnauGFT63VQd8QWLBgaSFsdK3W1VeUIGToZu1f9JIkGKwtMMpjEhI+ajdL8DGmTjBgzp3XgI6sarJxwIcHQgPolnSQXtk4eyEncLZWPju7tlKmz8dfD0dgR0/G9pU6D16BQKBQ9jUo0FP966msqZLWdQl19O0JvEREWgvjkTIQHR+D3J29B1MSL28sYpM+eegSueNLhqS1f7gRemwnsyQVKezZ+7RCuHjOQbWlpku/d/COlPYmVhrCR58DLywvFpRVoajFCv+EzJZFoW2kgTBqGzrhGVt4z47bL+9VVT37vkMEIZADIqd2WRqhvNkZ62pGzMDjUjy10ekcpXhuTAbZBGRoaicjbvLkcdZ4u2Bez/ojncvU5dPgMpB/YJO1h7dm3bgGGzbxOgkWv4EHSFldWmI2AqNHIT4uVOQl7Vv+MnoY6FCa2fD+oh6EInrNc2gvebZ29ZOU9/eBmmQNCqMlg0vfIvbcgemA/TBkzCIU/xKJ0fRo25GQjyg04UHB65i6wJejll1+SJKNt29XJJBq0Og4fPhVWVjaor62QPytWC5hU0MWps89VV5IlJsSFzp5iQMCEhZ91F35e47eLFW5ISAgSEhLgHzVWKqhx25ZKxYRtdhUluVJNa2pqkESclUoOFOScGep+mAQxKdLrSjq7tv97JhNLrwXG+gIbMo5ONGbOnHlM5zSFQqHoDpRGQ6EAZPXSM+jYOoCeIDM5FmYmxjgQqwV1Bzf8Ka1FnKish8kQp2pTzyA94m1obAHe3wLcd6RpVa+Sk7wHrj79pG3Ky8cX0694AGGDx0g7EUXDLk52MGyokgnaQ6ZfpSUGh/r59Rzc9LckAP2Gz+jSOVllGDb7RgQPnozKsgKs+/kNLPzsJWz481MkpxyOwtgyp7ezZRBG3UjosKkyD4SrzEwQGOSxde29ef+Rr3q8w6IREj0N+9f/3mGSQVitYKXE0c0XuhadaBcc3XxEFO7mHy5BH6smvUFRViJqK0vkc8TVcv/+YySJ0MMkhFUPJnr6JIPaFgbOpmaWWLp0KUrLK1FSWoZB/fvh9ReegLnPEIyI1ATTpyr4trGxwXvvvYeQkFDU12tB9om0XdG6mMkpk3IK96kvcXBwgK+PB/pHRkj7HgXVbIc7XpLRNqBfsOC3DhMdOlZRx8OEhpWSiuJsqZyUF+dg1ITpMHcNReiAEYhZ9rW01PlHjhZHNlaX+DfOe2tiai6ajIK0WPls8D+2Ex4rydCTWAIsOAB8dB5g2W4JkYJwMzMzSewVCoWiJ6HliFreUCg4Pdqnn1hbMgDrTRjcsYe8KCtJpjgzEGSr1M6V37fqSDhNnIkRhcjpB7ccdYxrBgH5VcCyY7fe9xh8PRR0X3Dp1UhMzYajvTV++fhFuAf0FztczgOQtiiulkeNE80E7VE5/0EPXbn8IkfhwMY/jjlwztk3HBGjZksbzP4NCyWQbAtXlSlKj9uySAS7FGdzkJ+zVzCqygpFqM4Kh3tAJNL2bRS73CMwNETk6PMkUTqwYeExdSN6+o2YJYFvQ02FzEphMErBPFu6OKl675pfO3S76m6YqIZGz0BTU71MpHdw88PAIcNh5eiBgsIibPrrC7H9ZRLmHjhA2oxqyouQun8jggeOwzefvou///oDoakfQDf5vxgwYAAc7MxhaGJ+Sm1OHh4eeOedd+Dk5IQHHngAxcXFx2y7YoLEQJ0BO3UYnD/BoJ+DF/W2xWxLGj9tjrTXsc2uO6ZSU2DOKpWJmRWyk3cjbNgUEWiHB/lIotzQ2IhNm7fKZ5NVDX6GmNCx0kUzBA7oo7EBB/Ox7ZCVkRPBxRL4Zi5Q2QBcMv/w446Ojli2bBkefPBBrF279rS/boVCoegMVdFQKA5RmJUgK9ntqwQ9DVcyD25aJDoGtmGw1YhOPmEjtNYHwmCPvfYMXthC1Z7v9gAzQ7TAoy/AvncGfAlxB+Hr5YqcnFxtQnNlKezdfCSBooUsWlpk3sTO5d/BytYR0bOuh6tfhByDcwvYSsI5BZ1BB5/+Y+aIa9W6n988KskgtKKlXSgH7DEw5FdqJ5gAmFvayAoy++QZ6LVPMi64+XHc9NDr8A/uh33rfutSkkHity6BqZmFiNXZz0/3IB6bSRaXeiLGnIueRG/T6unhLloSExNzWDu4S6XMxMYV1TV1iAgLlfeMlsPBQ6fC0tZRqjzUBnE13tLeDb/89AOmTRqPouJi3HnL9Uhb/akkGafiLhUeHo6vvvpK2qWuv/567N69+6hKAhM1al+8QocieOgUqYJRx8D5Frw+2sOyxZDidU6GL8xMEKE1k4vXH72hW5IMwtYzar2amxsQPmwy7O3tJZlo0hkiMTULBxLS4OBgL4sGjm5+sHHyRHNTM9wDokSYzuST7VP8DJ5okkEKa4BfDwKuVtpig56SkhKUl5crQbhCoehxVKKhUOjR6ZCbul9WE3sT+uUzOEnZvQ4Ro7QAlIETLVt9wke07seVeF4zqwLtkyMKn9/aBNzfh1qoqAmIP7AHn77yIJL3b4Odi48E2wy8S/LT4eYX3rovdRrx25Zhz+pf4OITiqHTr5b9qHmgC5Rf5JEvzM7FDxMufVD63ncs/x57/mmznHsITqym7oIVIyZsQYMnYMT4aQiLiJQglfMfGCTyfrJnvm2gx2rM8HNugq2NAx669RIMigzHiHNvkYnuXSV2yyJZcW9paoSphQ28Q4fK6nVe2n5x32prh9rdSQZnWdCmdcXKpQgL9kNJXqpMUqfrVk1tLfw54dvUWO6FR9BATctQVihicP+oceJ+xvfnpx++hZWlBYaHOOOl6cDnPy06avbEiTBu3Dh88sknyMnJkSQjI0OrXPGzzzYov0NtUHSMoqUubaDZAkUnLP49sDKgt9Rl1YqOZZmxMfJ4T8FkIS9lvyRvtbV1MrwxPXEfjIwM4WhvK1a/QYMmSvXM2TtErHEPbFwo1STt735th+5nXeWHPcDBAuCeUYCP7eHH1YRwhULRGygxuELRhkquKHqHSGDT1vayJ2mor5WV9uKcJLj4hsJ/wFik7d2AsvxMuTa2DVUU50iVwMDISFq9GLS2b6HKKAf25AHnhwF/9LyLaofQaco3YoQIkF39I2Dr6IGKolwJaBkgtp/A3VBXJe1JbIthgMkKDld+2WqVGb9VkoPB066CnbMHinPTsG/NLzA0NBbnHztnb1g7uEjAydYaDuuTgWrlxaIxCPAdjoqqGpjauMiAQeoxtMTBQCYucxKzf+QoaePiFHNujfWVyMgtwuXnjcOyJX8icvS5MvSOK+a0JD4WDNQ5JJLOR0YcEmlgKeJh2s3yGjnNnD37bPfpTlhlYLWBmJub48uvvkB5WQV2JBVi8ZodEhjzvdgXF4vGhjoZhshKUlFWggTu1o7uopmhI5O9VQUMVj4I75CBeC/bGvvyY07aXeqSSy6R1p41a9bg5dffgamdJ4L8Bh5qg6oUxyVqSdo6QXUGE0e2JDFx7GlXL8J/O3QGgIujA/ILi9FQXg4HUzvUNzYhN7dAPguBg8Yjdc8G1FSWiD6GfxOdOX+dCLVNWstkXhXwzcXApC8O6zSGDev63BSFQqE4HSiNhkLRDiYZ7OnmymJvQEEygym2/9Bidci0KxG3bZm0F4WNnA1dSwtiN/8tARQDVAbprADQ+pYJSPs/cLpQvbkRyOmdvKlDLQwDf7rpsC2MK+bUxrDK0FBb3enQPMJ2maBBE2Bh6wQzM4vWf7zyUw9ImxlboHgs6h0YsNPhqbIoR1yv9CJxTivnzJKJF1wvMxPqq0qx6Ns35Xp4L6kNYeBnZe8kbkQ2Dm7SznZg05/S2mVnZ4dffvkF8fHxWLNmNWKTM2HtPUjasWory6RNqv370JZBUy6XSgYDYSZVfC/5/g2ecoW0k21a+AF6oqLBZKO2thaPPvI4fEMHwtjOBxm5haisrIGNtTmKM2KRkZklNqx0VeIqPJMkamRsjRpw63CtcpbvPgvzXnkDBsZmJ63LuOeJV3H/HddhyepNeP3NdyUZpOkBA++20927AqsErM5wMjyTw56GVTMm0x7O9jC2dtJGruhY4amVORyNTU0wNTGGrrYUW9YtE00QW+jau62dCoYGwJuzADMjoKgGeGoVcNFFF+Hhhx/G2LFj0dR0YvdUoVAoThZV0VAoOliNrK+pklVRtkH0NJyozZV9wiArIWYF+kVPw66VP6I4K1FaSNhmQzcjERAbAMXZyTLUjhOE2w7yY4zz1katheqhpX1jVYGr9pzIXJSZKC1Jafs3IiBqLCys7WBp7SCBfmcBIpOvnSu+l2CSsysMDQ3g7GiPAxuTpeLDCkhnSJIxcLwIvTkscNPyX6Q6xGuxcfIQdyK2ZbEtKCthB5J2ZiFqwkVSMWIVpfUaysvx5Zdf4qWXn8e5580+IrjmxO+Bky9pbcNjW0976Dg1aMplSNi+CqHDpkhQSmtZzuAYdf7tGDj5Muz557C71emmvU1ri7kL0qusEB3tAFdnR5gYG8PTwxUGMMDOLWvEQjl4yBSZjh674Tf8X3gzor2Az3cAIU7AddMsJMk4FfvZESNHiFB6f1LuMWelHA9qNqBrkfvZGzBp9goZhP1rf4Nu7AVwNLCUdqiW5maYmhjBy80BFTX1sLK0RGWV9jfeHfN7mADO3wf0dwWuHwIsitdap4yMjODr6ysD/BQKhaInUBoNhaID2O/N+Qpsi+mt1ik9XB1nEE3bVQbhrGSw9Ueuj9eatBduAdp8CrZQtSe7EtiQDlzSH30Gtgu5+odJFYP6BAp462urpcJA96fjIe1izhYYOiAcpqiTCsGxkgzeTyYZtBp19QsTK1ImGZyTUVWSi2EzrkRAvyh4e7pIIsNJy4OmXCoBa9skQ09DQ32rML+t6Jk6jPW/vI3YLUvkdYy/9AEMnXmtDGlrfW5dtay2+0WOkHY3ulvR9YpsW/S5TOy+8v7XcPXd89Bd6MXVjSb2YrPLqso37z6DlX8vQF7SbqSnZ6EoM16SjJDo6TC3toV58gK8PqMZpbXAH7GQiga59zNt6vfJ6jLIylWrYGpqAld7c3FfOlHYUsfku766XET8vQHtjj0Co5ARu1WqVg31NTBuroOxkRGsrazQ2NSCiuoaSeYysvNgb28rn9vuYnMmEOwEPLAUeG8OkJOhWdApnYZCoehJVOuUQtEJXDVnAMO++p6EIle28DBg0cNWo0GTL0NGbAx0LU1w9Q2Tx6h5YL+3X8RIFGTGS3DbUQsVeWU68OFWTbvRF6Aegu1KbHeiExQDdw7xYytJzJIvT9t5TMwsJcngQDS6EuWm7BUnJb0Wx8jEDOOnzIK9vZ1UkH766iO4+0fKfIzOLGfbth8dq13I0NgYEaPOg4O7n7iEZcfvkAoO4VyHyuI8CeId3PyxbdFn8vjNj7+P5LRMhIcG4IN5t6G7cPUNh0/4MOxb9zuaGuoRPGSStJTR7YyOTTPnXgtDS2cYV2Wif/bHyK0EtmYBVwwA9uZrK+Z1TYfvx8noMtryxhtvwNPTE/c+/oLMNmESxjbB48FKFStieWkHRGPVG9Ay2YETwWuqpDJHoTenrdfX12D4lIvR2NAIe3sbVNfUoqGhURy1DA10WPjxM916XcGOwNxIoKEZGOoJOFy/CH///Tc++uijbj2vQqFQ6FEVDYXiGKvmDq4+Egj3JI1tWqf0MOBKiFkO//6jRHtAgS4HwPn0GybXx0qH3nvfPbA/DI2OtuilTuO+0Vr/dl+A1rMcUMaNWhPqICiotrKxwwW3zsPE82+QliYmCqeStIUMmyqi+cL0WNG+hAyZDGevEBFwF2Ymyv0szE5GU2MD9u47KLajO5d/c8y5Fvr2owfuf+iYmgSK1fev/w3rf3lLnJE4qG38Jfdj8NQrkLZ7PdwDOZl7FyytbbTXfM5lqKsqgqODHWITUiWI7g6YkPpGDMe+dQtF+8PPFe8Hk4z0/ZslSDY0scI0qxjcGJyGv+MBdxtgnB/w/Brg612Hk4zjDbLrKvPnzxdHJk97U5TmpSN48KSj/g7a0+osRSvbXkoygoZMhqN7gLxXtAemaJ3ti/V11fAI6I/qqkoMGxgKawsz1NbWw8nJDrV1dairb5Dr706SSrS/9z/jAEe6Kx/8Ue6xQqFQ9BSqoqFQHANrBzexncyM29aj56UFa0e96r4RI0U7krJ3HTyDBmluSo310uftEz5cgndWYZw8Ajoc5CezNayAbzvXW/conIcQMnQq6morkXqoV/2Op95FfnEVbCxNseTXL2BuaQsTcyv514q2nxzExiSAW311hVQKOoJTv8NHzUFDbaU4SvFcJXlpEsRSA8IkhHap1FGwqjFg4sUieu7u/n5jM3NEjjkfds5eUkHhfI0BkaHYH5cEDxd7fPvmI7LfiHNvRnNzC7Yv/vy0nt/BI0AE9fvW/iYTsakr4GfG2s5JWth4P28+fyxmehehwGUiTPNjkLJvMz7frrXhdSd//vUnaqqr8NBDj6CwpFw+76yycJ5He5iEsvLEa+4NZyn9IEYaFLQ0NSBh+0pJJKnPqauphJ2zp3yuClL3YP5PP6KiqhbvfPUHbK0tUVVdK8M2C3IysGfNz916jZylQ43Wa+uBnc/2R3b0K7js2ttPKSlUKBSKrqLE4ArFMaDzDec4cOWxNyY3tyczdhv6j79IWm24Oi+VC12LODnlpeyTwIwr50yObJ08j2qhWpoIPD8FCHIEkkvQ6zQ11iMneY8IotnOxITg4M5NCBkwAonxcchPO3jE/qze0N2JG4cr0mmKzlwM7uprq1qTkKFjpsPE3guNtVVI2psolQsG1XrYpuUXORIZB7aIQ1G/ETMlYC3KTOj+11xf1zrngwL+jz/8AOVVNbLKHZ+YKrM2WGVhIsB2OYreORzwZGjf0mTn6ovgwROxd80CuR8MktmqxvWm5N1rEeZhhodn+WN3ejyWbsxGgMNefLkTiDt119UuXWtYWIi0FbEtjZWi5F1r4B81RhLAktzUIyoyTDT4We8s0exuoiZeLPbM+emxSNu7HqHR0+WzyM+0sZmFfFarSvNwx533wdHWEks37IaFuRmKi0uwa81vCBs+QxIRWjEfa9L9qcIhfqmlwJgBPmi8cD68zMxb769KNhQKRXejWqcUiuPAdiSvkMHoC9C6NWnnKrj5hqG0IAPGpmYwMbeUgJGtGwweWYXJTtx5zBaqu0YCxn3kr59OUrQz5QRnsmbRT/j05fuQsG+bJExtoQUoLU+Lc1LkfaEFMSsSrP4UpMWioaZShvZZOPvCw80F/SNCZUW8bZJBPIMHoSg7GU7eQeg3fAb2r1/YI0lGe7LitmNo/2CEB/kgKzsLGbHbETH6XG1qesUhPYmNo0y/PpnAfdVKbTDfylXLED5wmBgK7D1UyWCyxlYpTjcvjF2DRyeb464ZgYhJKICfUTZ25wKPLO+ZJIMwIWKS0VZgz/ebU7I5R4WW04RfmWCy8tRbScbwc26UJIM6npTda6SyYWZpi9qqcvl82jp6yn6D+4dj9sRB+OKTD/D8PVdi37bVKCvKl+GUnERvaGwktsHdzXd7gOvmRMPE7NSmtisUCsWJ0kdCDYWi78IedvZes9Wlp2CPd/tp33o4qI/CV7+I0VJxEc1GU4NMSy5Ij2sdfpeTtAc+/Y52oSqtAxbGaraXfYW0fRthbecCK3vn1sdyk/ZINel4ffp66msrJXizsLJHbWEa7KxMsX/7hqP2Y+sZkzLOO3Dx7ocdK75FbWXvlXfoQtVUWwYzE1OUFqTLkDy2k7GKxmCa762tk1eHjmKdwfkJ797M6dmavsXMzAz3Pvw0PJxtxZmJn62QYdPl+wENq/HquTYwdwtHS3ECkrKLcd9iYEsWehRWXTp0r9LpkBW/HXVV5Zhx5QMiUh8+ejx6i0lXPAIbexf4ezpIxTBqwsWwtHVARuwW+Ry5B0TB2MQYzRWZePHJ/4i71PU3XCuJH/8+a6vLJHEqzkkVXRI3z5BB3XrNNY3AktUxqK/V7m993cm5gykUCsWJohINhaILsC2JFrJ6S9Puhm1Rxwqw2W7U3FgHCxsnabVpbmwUK1L2iHMlnME0kxCuVvP79qxJBdytgfDDrqu9SktzI1L3bsCo2dfhwVe+wIXX3SvVG5kkHj7ihJzCmBSu+etbvDfvP1IdaQsTDN4jJ88gaXHZs3q+CLZ7i/DwMLToGuHi4oCXHrgME2ZfJlUaUwsrsWul9W/cliUyHZsVKl738ejnDPxwCVCVdjhwb2hsQlpuKUIjBmjnHX0u/A3TcafHGgwO9YWFnTOS4vbgnj9qpb2uN4R7xxPYc1p7ZGQ4nBwdEBSmvY6ehvefc0ZadDqU1Rpg2lWPwtndB7tXzdc0P5GjoNM1Y++aXzE1ygnGxsatFYQ7L4qGa0s2dBSK15TD1befzOmhGYJXyBCZt9GdfLkmE+temo0nHn4Iq59XbVMKhaJnUImGQtEFWCHgUDwX37AeOR8nRhubHmMlX6dDyp61sHFwEV1Dc3MDbJ09ZTWc/v2cOk20FqqoDluo3tkM3D4cMDVCn6AkLxV29vbILShpDSRlwndZgUxLPx5sN2ILGZPCzmALkp2LjwzkSz6FwXCniwkTDq/Mm5uZIjTAU1yycpL3SrLhHzUaDfXVKM1NFSvcwEETZDp3RzAFvnIg8OxkYG8ecO2XmTj/osvx3pcL8eK7P6CxqRmJB/fi/Euvx2PRxbg4pArWzn4wsLDHPT9m4+uYOjQe3022Wzmee1Vqwn75W0yO24veIGDgODhZG8HWxgo1tXWa7XRUGJx8QmTwIxOH7cu+wVCncvhWxaD2UAWBCd/GzTGYHgzc6b0J/wk8gGmu2XA1LERZQbocJ7CbW6iadcBXazJhmvgbklIz4WffradTKBQKQblOKRQnAIPA1D3rZTW8O3H0CJQVfYpgj4Wrf4T0e3OaOe14Kew1tbQRNyYGPdQ/ULPh6BGAjA5cqMb4AkM8gfeO/lWvcP4196LJxBa6hkos/vat1sc5mZpCeLZHdQRFuHTqovtWRw5ErJAYWrmgtLQMWxd/JbNH+gLXXnst5j37lFTKGIxec8uD0Fm5y2vgVl9dJX38fF2DJl+KjIPb4Nd/FHb/85O4FunF3in7Y3CFf6ZYmaaUAh9sBSxtHaUFi/NV2IZmaWGOh/5vGIY4V8mAwJzyZny20wSbNq4VNy/FsdEbFsRvWybzX4afcz0MYAgTNKK2CeIER83NlEBgnD/wwhrAw8sHr98Qjey4GNw/X0ueDAwMMXT8LPgbZiLaxxjOBkVoNLJBUqMnflu6ESlUb3cjr84AFh4EBnoAH/WsmZ5CofgXoioaCsUJEB4RhUv+8zzOv/beXm2d0lOQdhANtdXSEmTn6sPJfijKSpLVff2EZbZQMWmhS097NmYAlibAIHf0Cf745m2s+PEt5BeUSIVGD4cXcu5DZ9Bti5qUzmxOOeegtq4eUeHBfSbJYJLw+BOPSJJRX1+P6667EdvXL5NWLgb+zU1NsHZ0lWSRsyISd/4j94BJx8CJ/wc/Pz9xD6LY+5e/FqPFxge78w4lGXbOMkSusrRAkozpUU745nofBJrkoLymHr/kRuDL9HBsXL9aJRldwNDYVLRPiTtXSVJLQfq6n9/BkP7B0Bmbw83RUpKMc0KB4d7Ac6uBphatQnP1C79hrH0mvG21Y/FvMTMjDXFNQfg62Rv/PRiGNzYZorrFArfNCMQbM4GnJkKO5WF9+l/L5zuAMX5ai10fGamjUCjOYlSioVCcAKERUXBxcYSFvQe8Qod2Ktg+Ha1TXR1UR1tWQ0MjWNo4oKwgU3q/CzPiYWRi2uralJ2wEx6dtFCxmnHDUMCij5hd0zmKbWGBAydIwCyP1VahJC9dgr320OpUWqxK8zs8HkXyudnpsLG0QEZyLPoKrERQpE341cfbW76P27oE5tZ2MLe0QU1FqSSMtPnlNPiKolzYOXsjL3U/Lrz6dun9J8ZmlmjyiJb5KGyt4iBHJhAtmRvwwaWuuHmMPWrrGvFVTD1ePdAPKzftwdrfPpY2JMXxCR2qtbMxCfTuN0wGZI6fOAU3XzYL588Yg4DAEMyNAMJcgFfWAS1t+gQ4lfvtzcA7sw8/RoczQ0NjGZJIe2VDO28s3VeKhdUTMC/GA+9vgVRJrhwESTweGw/MCNZmYpwq8UVau2RaKRDdc/4WCoXiX4pKNBSKE4C94SZGhqgvzxXHGVpT0hkJp1kkriUaXXNbYhCen3ZAWjLoMpWXekCCzerSwlZLUL0LFe1MO3Kk+WYXcEfXNdfdDlvGuAUOGNs6Pbk4O0ncelit0cNWFlZyOtJlcOWZmgaK4xd/+yZi1i/Fwm/eQ1+hrctSQxsXIDoXca5CRWk+bJ3d0dLcDM+gAchJ2i1CY0fPAJTmZaA5dXVrBYfanP8tjJE2Oe5rbtiAOVYb8PZFjnC3N8fSXDc8tsERedaDUV6UI20+XFlXHB/aC1s7uCArLgZ2Ll4y7LGprgrzXngJaZk5SM8ugn/Bb3CzBt7Y2HEv8o97AUtTYHboYVc52lM7ewbJ4gD/1umY1tRQj37RM8QZ7p8U4PUNwANLgc+2a8e9cRjw5izgobGQFi2Hkxwcz+P52gMzQk7p1igUCsVxURoNheIUodMRh8fRcpbOT909HbzT/YdOgbW9G3KTdsPCxl5aqBhoc/W7IF1byef0cAY2lcW5Rz3/vtHAxnRgWzb6BBTIhkbPkNYiOjHRBpYtYoEDxkkLCxOrznQZrAYFRI2RVWh9pYNJFwX9fWHwoh69xmKGVQzu/iETdW0KDNGzr0dCzAqEjZiFmvISlBdnoSQ3Db7hwzHEvRn9KxfDN2osgmbehS1xeXjq2f/C1TcUY51zcaF3HgxNzLCy0Buri3xQXVUhk9Gp28lN3tObL/mMg0MT0w9ukb8Z/j0l7liFF9/6FFPHDsbcC87FLLcsEdFzsOGxGOyhJQnnfKsl95x/EznmPJkoHjFqjpgecDYM2+J4Di4edAYd46it4jGdLIGscmBHDmT2SXkX5WO3RQMjvIE7/waqG0/wpigUCkUXUYmGQnEa4Oo5W5O4+s5g4XQEsyeaaDBwCRkyWSxv961dII5FmXExGH3uTYiKCEF60kH88e37rcdt3zZjbqwJRR9fAVT1kbZ9M0sb0RpwFZnJBkX49q4+UrExMbVAUXbSUS1TrHiwXSr9wGYRybdNCJmQMNHqa0zwBzxsgJ/aFGYo4Kf2hK+jX/R0lBVmScIYYFWFh6Y6oKa6Am+tzMeNL/yKqeOG4p1X5mFyw29wtjXHP5mWWFwYjCZjazQ3N6KFK+h56SjMjO/Nl3nGQTtbzi/Zs+Zn0cnkpuzHqEnn4M0XH8d7b78GqwNfoKD6yPftWHx0LpBXBTy7+rDJAa2dOdGe7nD8jNN+mdPCN/3+QZevk/oPJh6DPAB7cyC9DNieDezJ6/xv2coE+GYu8PUu4E/1sVAoFN2Eap1SKE4DDNqZYGTGb4dH0ABZdeYKck9CF6L8tFgJrgMGjpWglEGShaUlMnIKxDL2WC1UXE3/JEabGt5X4Gvh66ivrRZrUSZ0TBRC+g/HoNHTMGz0pCP2p70tKxecJt02ydAfi4lLX2RdGjDSRxu0p6ckNxXNjfUws7RGVuIuaRGLCvXD7QNKUV2SjaWNU5BU7YDC3Exk/3gz7vBYj0bnAfis6iIsyOsnSQbXkajVoBZAJRknDj9z8THL4OQVhJrKUti7euGu229AYuxeuCR9hYzyricZ5Pk1wLhDQmxiUJuPC86fA5NmTq43kIn1nJvCal7QkK5Pg8+qAP6M00To9y8Bfj8IaeViixU1Hv8ZAYz0PlKHxSrGL/uBqwefyB1RKBSKE0MlGgrFaYR6CU5zLs5NlYFrnGfBoOFk4MTgEx0QyKFmNZXF8AyKwqQLb4F/2CCgvgINDY2IPbCvjQuVrkMXqv0FQHkdMFbTkPcJxOK3pVna0riqzPvpGxCIuoYm+PQ7PN6ck74pfk/e1bGTUl1NBcwsD1n/9DFYVmageEH4kY/HblkMn7DhyEnaBaPyVNzXPwM29s54Znkttu6Jx7wrhuHS2rdhYVCHd4vmYJnRBWi28YGJOfU9Opmpwta549kkKzq2s+VnrqWlWVoj+Xdz1fW3wtvJAvm/3YNd2S1YeILeAjmVwJJE4OmJgK+PD/747UfcfeNcLF3yFxqKkmT4ppWDC+K3rxCtDVsFTwYmQL8dBJ75B3hwKbAkAfCxA56YCLw+E7g1GhjmqX3mPL19cNs1F0kbn0KhUJxuVKKhUHQDtFBN3LFSbGo5y4CtECdK0/GG9nVCVWkhTE1NUVNXh/CwECTE7sc/P7+P3LxCEU8f6UJ1tNXUp9uB/+sP2PVsQeaYZFCI6+wlGgX//mOQkbAPNlbmyMzIxKyr7sdV97+GYeNnIW3/RuhaWjqt+Jianwbbnm5idQowyvfIAYps9cpN3ovBI6fiZsflsur9fvoQjIgKw1cT4jHKJg0rrG/Ar7gK2VXGKC2rQF19Izx9g+X1Zsfv7FCPozg2RofsbJN20VJ4BLITdmHk9Etx7tgIVPx9P37ZkodlSSd37I9jNGH4HRdGt7qGWViYo1+Au8yJ8YsYhaL0OGm/jBo/t8vH5ZIEK2L8u3W1AnztgBAnINIVcLTQkhx+xjZlm8DP2wPz5gZg10vR8LptCR59/jWxSlbJhkKhON30EUNLheLshO0vpfkZYlHKfmw6B9EFqSs0HHKeYrLSFagP8Q4bJquwxs01MLa0R3x8AgqzEqWlqDg3RaYPx21ZjOamhtYWqoyDW484DoWtH24F7hsDzOv94dkCNRqcpeHdLxoluSlIp61vciKMzczRb/B4VFbXIiKyPxYf90h9d3IAqxp/xwPnhwG/tNEBFyRtxwdT/FFZYo7Hf03Du1cawtGkDvNLpmFfnh/CHb2QmpEOQxNzWJqby0wOGzt7hEVGImH7it58SWcsMp09aTdcfPqhLC8d48+5HLdeOgkeGT/htvm7sPYECkRGBpr+ycz48Nd/koGL3GLkb9zUzAK65iaEWxXCImOntAVOhDWMKr5DSNRwlLAFrrFKkggWOHW6wyZ37b+vb9ZaIOsPbWZWtnBw8YCTmyfc3dzh72wOZ7N6mNRkw7iuCHUeg9Bkoi1mMOmhMUFnU9kVCoXiZFCJhkLRA0Ey7VeZNLAHm+1Q2Ym7j5tAdNXiljM0qAuh/iB9/2Y57qJvY6V1y8kzUCIRC2s75KfHwsrWCf5RY6S9iK0gDu5+0kLVftWbXvsZZZqF5qoU9AkomC3NS4W5lS3CB0ZDZ2wFXWONrNwbGlq1toYd771g61VnVY/eZlUy8PY5kJYcJnyc9P3huUB1aQ50tgH44oJ47DSIwIryIahpbISJmSF27NgFE0sbhAb6wdDAAJm5BTKcMLzf0TNHFMeHFsrW9i4iwmfVj6v8bz/3H5ibmaGlIRSTIpZgmGtma+JgbHjs4L9ZpwX/3BoOfaVAu6UsE7FvzUKC1XiMGTkMl151PV56MQ87s1vQbDMOezYsgWeLIWw9LsfahZ/KPI7O4ByWoKAghIaGIiQkBGEhIYj0tYNjUzbMK5LQXJmDwrJiZKRUIaMiE9lFlfg+phKZzRVYuvxuSTJotay3WFYoFIrThXKdUih6GLoieYUMRnV5sVhYdjY0jVUIJhpFWYmdHsvW2QvuAZFynPLCI31pKUYPjZ4ugdP+9b/DJzwaJTmpIipmW0ZO4i5pnerMhYorsW/MAp5fDRTXos/g3380Zl10JXLyimFna4XfPn8Vbn7h0p52YMMfx3T84rA1CqPrayi+7ZtwMJu1KbDgIPDxeUCEK2BpDMSaROP3+mmwsLKFu5srUtKy0cxIVteC8oIMBPYbiNLyCrg4WqO8qh5lxYVY9v0b+DehtwtmwHyyK/NiZxu7BS7eoaiuKMH/XXIx7r3p/1p/X/LnQ0jZ+BsSi4B9BUBsoZaY07L2RBjlA9w2HPh4G7C3zAZf//QHPBwt8PTT81BjHYLdq35ATUUJxl58jyQ9mbHb5HkuLi6SUOiTCn719XSFRU06zMoTUJ+9BxWlhUgtasDW1BpsPJiLQIsy0V0dKAD+jAXyq0/vPVMoFIrOUImGQtFLMJFgSxUH0RXnHF024FRsO2dP6dFvD+dEsO2JsyX4+2MlK3TAam5pRr5UVSxh4+gmA97K8jNRVpAhQ94odmVrUnsCHICbhgJPrESfgcnRtMvvRUhIEGLjU7Bl8Vdy/WwdY1UndvMiaQ3rCLbCNNRVHZWU9SVYxfj4ah+EDRqBgOqt+Gd3Jh5YAky5+RWZ7h0S4IX3n78XI2ddAwdnV9TU1qO+qgyWdk5SyYgI8ccHz96OIdOuRMbBbSjK7jxRPZtgwEydAVfna2trMX3arBMOnJ29QmQRgG2GtAX2DhmCgrjVWLL4r9ZV//87dzb6m2dinL+WXORWapayTA4r6rWkI64QSCg+fvLx2gztuXctArwix+CBu+/AsKgQfP/7MqzfEY+dy7+Dg5s/Lrj2btx06UzYW5ujprwIxvXF0BXsQ03aFjQUp6KwpAI70muwen8h9uY0SQtVmDNwfrimz1icAGxI16orCoVC0ZOo1imFopcoL8wSPYWLbz/pCWfCUFVacIQYnLMi2kN3JSYgWfE7UFtVdtxzVLr5wdHDX5IMKztnWdG3d/ODi0+IrP6zhcqxkxaq1FJtFfScUGBRAvoETKrWLvwMyaFDUFaQJRWZ2M2LZW4I3bT0rWEdwUqGuQji+26i4e3tg0lPLoaxmSUaW5phFbEfz82ugYm1EzbujEduXgFGzr4eFlbWsLQwR0NjE0zsnWDUVAEHN0/EJqbA1Nwa+9cvxKApl8mQPiZXZztclT8srrY4Kb2B/4AxSN27AbYO7tKOyAoZNVUzps8+YtWfEpr5+4FgR2BOP8DWDNiYAWzO0OahRLoBF0YcP/n4aBvw4FjghiHA/3ZsxVcL+iFuz1ZcffXVCAyJQELMclQVpiHAtBBmSQvQUhaPpK3/IDG3ApuSqnAgH8hsU5xjK9e0YK3lMaUU+GHPkb9XKBSKnkZVNBSKPoCRiSk8gwZKq1RWwk6xyaWWIHDAeJkJQdgCxRkRtCo9VjvVUcc2NkW/4TNgbm0nE4fd/SNQV1OJiuI8uPmFSVDOAL2zFir+I0FLzNc2aMPG+grOXsEwNrOQpAsGRshO2CFVnuamRknYOpqAbWphLa8/41AbSl+Dgeknj16E0Te+1vpYzK6DqKyoQOSAoXjpo59hZGCAhsZGhPcLQlFxKQqLSmFsDKz65WNUluSh/7gLYWnjiB3LvxW7X9+I4di54nv8myoa/Dzffdd9+Ouvv7r8fL/IUZKEUsfDKh8/I0VdnD1CncZoX2B6MNDcAixPAjZnAi06wMZUm5vRz0X7ykF5nN6dcCj5mB2qTfqen+GDQTOvR9zuzRjj1YAbzhuFypx45BSVI7vREXtL7VBp4obP333pqPP72wMXRQBettq5V6fimJoOhUKh6ClUoqFQ9CE458ErdLAkGqxwUNDNuRyeIYNhZGQsVQxOxz5RbJ08JZDS6VpEFG5kZAJbJ3dx1nH1i0DKnrXHbKHysQXuHAk8urxv/YPBqeEVRdnSglZXVS5zI+ycvaVSw5kirOgcgYEBggdPOqGJ6z2Fnz3wwBhgYbYP3v/xUAtQXT0uvfoWmDoGwcXZEWbWDmior4e3l6cE09RkVFRUo1+QD5b9tQBpBzbLsfqNmAVTU3PsWvk9godOleSrsyrP2YReb3DuuefBxsYGl112GRobG7uUjA+dcTUKMhJg4+Aq+qmUPVqCf6I4mAMzQrQBjEnFmpNYWrvCIysgknw4AwPcgQtH+sDk6sWAiaVYGr9480zUmXti5CWPIDGrCAYtjdiwfiMSd65srXqaGAITAjRNT36VZiCQVHJSl6xQKBTdhko0FIo+CNuYPAL6wyd0IBwcHFBfWYS/vnnrlI7pFzkSDu7+KMlLF0tNBiwcRtbS3CyVFFYAqOegHS9XxtszN0L7SpFyX0EvZq8uK4KphZUkGNSlaAP7dLIq3X5COG2Gk3auQl8KjHXZMRhtn4mX1gIltUBgcChmXXAZNm3eBAMrd2Qn7IadswdgYIjg/iNgaGQIc3NT+Pt4orikDJlZ2dj452fw6TcMSbtWw8kzCE5eweLQtXvVjxg6/Wqk7F3/rxncFxAQgB9//BEfffQRvv766+PuHzbyHNH1sL3Q2MQUe9f8clqug4kE2w697YCN6Vq1obLh8P98rxsMPD4BsBt8EWomHq5iPf/ym/j8fx9g4vnXw8bVVyob+/fskAGgpXsWivYi1BlYmwosSwRqO5ZoKRQKRa+jNBoKRR+EWgluoybNlAFsAcFhp3zMzLjtUrWwd/GWSoa9q49Y7abt3yRtWwzQ2bYlgXt50VEtVJw0/N8ZwLasvtP3zWvMjIsR22BWfGhbW5qXDle/MKkI+UWMlMC77WthVad1IEEvJxnLVywRPQEteqdPn42S2kxJDowd/PH3kpXynuQn8r3yFhcxAyMjNDdUwzswEHW19Yg9sBeLvnkTQYMnIWDgeHEmYuWKVTA7Fy9UNdYhavxF2L/hDwyc9H/SQsUV87Od1NRU/PTTT7jpppuwZMkSFBQc1j61hy2JrGLUVJXCwtoBO5d9e9qug9oMbqw+jPEDHh2vPU5rXCYgbLPamwsMsIuB8ZgaGJiw7QuYc+HlKKkzwe9fvY0hU6+UCtwAmwLcGGmKJBMj/HGgWfQdCoVC0ddRk8EVij5MRWEm3FwckZCQABffU0s2GGynH9gia6lsNWIyQftO6j4y4rbB1TfsUGVjL7xDhx71fIblb20E7h3dt8be1VaWiqi+vrZK+uttnNxRXpQrYt7c1P0SeLelobYapuZW6G0umREtSQYxMbfEkGHR4jTmF6mJ2i1tHVGckyQJoZmFtbggsTqzcfG3+OT5/+Cb1+/HwV3bJBlh65uB/n0tK4J7YJSmQ9FBnMkCosZKQkn9xr+FTz75BNXV1bjvvvuOuR8toGmqYG3nIjbQLS2nvzzAmSj787XKAwcyXhQOpJRo1rj9XIEf1mXi98dnw2jlQ8jIrYS3hys8/UPhbAlMNFmPDy60hLct8EaMDX4oHo39nedNCoVC0adQiYZC0Yfhiua7T92Cpd9p8xBYbaCg+WShw1RZfrr0pHMomZWtoyQeVnYuEoiyAsAEhBGqjaP7Uc/PrdKEppcPQJ+iMDNe2qiYQBSmx8HC0ga6Fp2IoavKCuEe0P9I5ylL2167VgaPT00EQkxyWgcH0jb1YGI6fMOGazvpWlBTWQIbRw95TXW1ldLixopFW2eytAOb4OITKuLv5F3/wMzCRhIUJiYc0lhelI2S3DQYm5rCxsFNhh76DxiLfwO8p2+//TamTp2K6OjoDvdx9g6BsakZrOxdpGpQdxwXt5OBzlQ0U/jrKmBOKPDZDiDiPWBhnGZlXFWvOUVtj82EUV4M/HTxKI5fixHFX+OukcCm2Hy8Ej8QK0qCcXDvTjh7B5/2a1QoFIruQiUaCsUZQmFGHDJjY+AbPkLmQZwsmfHb0dLcCCMTc9RUlUmg5Rk0AE0NtchJ3iMVALZQsSLA4L09FLdGumpON32JjINbYGhiCvegKGTGx0iLEIMytqCxHYmCeELHLc7b6GkYVF7aH3hsPPDLQWO4TnsYa9duxAP3P4RLrrwFBtaeaGqqF0E727toRczWNlYxmJCwatF+GCEfZ5sUZz+wCpKXsleqI9TeuPqGS6WHFY+E7Sth7egmSaSzZ5A89m9g6dKl2LlzJx5++GEY05qrHYEDx8PY2BT56QfFPOB0MtJbG7j48fnAQHdgVQow5zvg7c2a9S3dqHzsgelfAVuzADcvHzRcuhjwGobAAaPwd+kAvLbLFVvS6qVq5+IdoiWgFSVw9gk9rdeqUCgU3YVKNBSKM4j62koRMtP6VqobJ9ECxPYizgowt7KBtZ0zGmqq0FBfK61ZXC1nBYBtVJ21UJG3NgH3jNamh/cV6KzEFX8GjpyYnpe6T7QPwUOnIP3gVrgFREo1SCoaVj1b0RjgBrw5SxMCP7gUGHPutfD09MSzzz6LddsOwMDGUwT4vF5WJcytHVBfXSHvVXNjvThGdaat4OtO3bdBEsTyohw01lWLXoXBKQ0AshN3ish/z5pfJFjNz4iTdiFDY1P8G3j11Vfh6+uLyy+//KgJ80YmZqipLEPa3g2n5VzUYpzbD/jyQk2P4WSpWdje8Rfw5EqgqEb7vYul5hj10VatFfGS/sCDl0SL6xQxNbeArZ01fCNGys9F2cmScHoERsmUcJ/QYaflehUKhaK7UYmGQnEGUpAeKyJoBpJs/zhRuLLN4MVUglp7mJpbwsHNVzQarJwwEDcwMOy0hYoB06J44JrB6FNwuFphVqJUfNh3z+8trOzg6tMP6fs3wT9yFJrq63pMo0GrU1YwpgYBT63UJjS7e3jghhtuwPfff48GEwexLs5J3CXJARMkE1NzlBdkwszKVpKF5D1rO538rqexvhYZB7cicMA4qUYxoTI0NpH7QaE/h/a5eAVj9+qf4eYbjtL8TPQfez7+DSQnJ2P+/Pm4+eab4eLiIo8Zm5rDK3QoWpoasX/dr6d8Dk73vn4I8Mn5wGVR2vyMwhotIf/P30Bisbbf5EBtmJ+bFTDIHXhqEnBpFHAwH6hJj0FLQ01r29c/yxZJRZFOcbRwZqXK3MoODXU1stCgDZ5UKBSKvo1KNBSKMxSucHIAn5GxibgOMRA5ETjgjq0YtPVsbm4StxsKw4m+AlCQmdBpC9XKZG32Q6gT+lwSxl57ziDJS9mH0oIMmRbOlf/clH3wiRghgVp3wkIPB6gxkKRb15ubDtuaPvTQQygrK8PKbXFw9g5F4vYVYmfs6Bko70VRdiLs3XxRkpuK9INbuuyOxbaq7KTdWutb/HZJWOhUxbkrDKztXH3EunXPmp/h4OYDQ0Mj+EaMwL+Bjz/+GLW1tbj33nvl58gx58HQyAh7/pmPlkM6mZPB106b7P3yNGCUD1BWB1Q1AEsTgdv/1KaF66EA/IkJwCWRwB0jgJ05wGXzgdxKwM0GeGdpJn5+bDayFjyE6+bORkpSgiSKbn7h8nllslhemC1tcjnJu6Uio1AoFH0dlWgoFGc4+WkHZZAfV+s5O6GrsL+f1q+crM22HAa5pubWYoHLlh1WAHzDopGXsh/ehxKQ9ry9SQua2DLSl0jZs04E3+xlT961Rlb8w0bMlvak2soSBIQPwcP//RIXXqcFnqeTCBfgzdmadekDSzR7Uz3jxo2T7eclG2BkZoMDGxbKbARWYMqLc1GSkwJXv3BkJ+6SJOlEqS4rRHF2kqbPKM5FbXW5TJ23tHFCRWGOtFCxPWvf2gUyd4QieRuHoytWZxt0n3rnnXcwffp0jJs8QxK52M2LUFdzcj7Ngz2AF6cCd4/Uko3iGqCyHkgt1VrjfjkANLUAjhbAlQOBFdcBb58DmBtp7m3vbwUeWgZcNQjwsQMWHADqmoAf1mcib9tvsKnLlPMUZSaisaFOPh98X22dPdDUUC8tjqw0GnZzwqxQKBSnivpXSqE4C6DugNUNrmAHDZoog8e6AltzCjLiDwUtRlId4YopRci0RWUFgCvtpKMWKq7gMki6qY+1jDNpopbFP2KUrFzvW/cb7Fy94egeIIlZVHgILj93PM6bM+e0BWuc9vzQWGBOGDBvFfBH3JHTUM3MzESUnJhZhE1btuPA+t/hHzlaZn5QoF9TXiTVIyZJTDhOlrKCTFSXF0oiYWXrhIL0OBgY6ODoGSCBNasorH4c3PQXDAyNED56Dgw7EEqfbSxevBhlNU145dU3ERbgIYH7iUA90rQg4K3ZwOxQwNRI+/xzKnfLoaT73S1AfTMwJRB47xzg27nAncO1ZILDGD/YChRUA+vTgZv5N6MDahqBZ9cA/d2AfflAcgkwRPMtQEVxjvxNciYKXcf0DmseQQNRkpcGL6XVUCgUfRyVaCgUZxH5aQdkNdw/arRMh+5qCxX1GBSas5WKgY1+Zoe+AlBfV9NpCxWDJvao93dFn4Ki9oLMePQbPhON9TWI37oEAyZehDueelcSkdjEDIwZEiqD3caPPzRJ7STbpCjwfXaKpsF4dT1QXn/0fm9+9A2Cwgdi6boYaZfqN3yWVFxiN/8tAnb3gCjEbV0iLlmnSmFmglSsqstL4Bk8UATE/JnVC0cPf9GocFU8butSaaeKHHMB/g2s3BKL/KJSPHrHlfjjjz9w++23yxTxY2FlAlwxQKtShTgBtY1atSKuCHCy0t7zZ1Zpwm/qcb66CPjPCMDVSpubUVADjPlES8ivGwLszgXCXYC0Uq0ywuSDLm4HC7TEdF0aMMTj8PlpUVxZkg+PoCgUZSVJNYYaHlasODdFoVAo+jL8f2TvjsdVKBSnHwMDuPtHikVqRuxWaR06FhSZRo49X1qwHD0CZIU7Yduy1udx4FtNZSnMLKy0QXDtsDYFXpoGPLxMawHpS0y98iH4+nijNC8VjUY2kiz5eTpj4fxvMHrSLEyIckP0sGHYu3cv3n33XZSUlGD48Ghs2xaDzEythaUzGHjeFg1sytC0GJ39Y0oNxoxL78Coof2RU1CC5UsXy0TqXSt+EDte3vMD6xdKQnQ68es/WrQ8Ftb2Yh5AtykmHLTQTd75j+zDZCd8xCyk7N+I7LjtOFvh/R5/3nWwc3CCm50ZfFysMDQqFDY2NjIQc/PmzSgrL8XaNevkffewBv6vP+BrD2zP1pID6mziC4GpwcDSBG0I38xQINoLMDbUNlYoGpq0eTOTAoF5/wAltcD/zgUGuAMvrtXE4k9MBD7dBsQVA2N8tc9PWhlkMN/Xc4EpX2rXzSoldTc66LQWyf6jJVENGTZN/m4z47ahNC+9t2+vQqFQdIhKNBSKsxg60/iERcuMgOO141AIToebqrICWflmRSB1z1r5HYPz4MGTpF+8KCtRKh3tGeENjPbVnHb6Enc/9zESkjPQL9gXe7ashrFjAJoq8rHmjy8waMplEnibVafh7rvvRnh4OOzsrWXmAp1/Zkyf3WGywcSKrS8WJppFaWnHzrMC7ynFx7aWRgiL6I+4xDTUVFVi7a/vImDAeBmkt3/9byJWP92wBS5w4AQRhFNYTPvbfsNnyLkomud7SbxChiBo8ATsWPadtF2dbVAMz5kZ1OsEDBgrw/nsnL3gFRQFD9sWXHj+eZh9zgxpo6urrcFfT89GZWEmtmYCY/yAinpgQ5o2/yK9THNd4+ed7VPcKADnnBQmGb/s1/aZNwV4eS2QV6VVRJ6dDNz4u/ZZ+ewC4PKfgasHAe9sAp6ZDNy35PD1rrkB+L+fNOcqfaJflJ0kGiwaHTDpJxzWyMGbe1b/3Et3VqFQKI6Nap1SKM5iGJQk7VgprTIMOBlwdUZ2wk7RadRXV0lrka2juwjDCe1V0w5sFvtb9od31ELFoWNGhsDQQ/3lfYXMlFjY2Fhhf2wS1iz6CTtW/ogGA3NZ5Y/ftlybJl5nhquvvhp//LmwdbCbpaWlVDbaMzMEeGEqsDpF67s/VpLh5hchSca+DQux7Mf3sT82GSZsVQoLQsjQaTLRe++aX7olySAc4tdUloZzZk1B+MBoaYujloeTw9kKp7f55ayN3JT9GDLtSqCbBMY+Pj6YO/ci+dqT0LEpIGqM2P/yc922JSll/yZklgGbtmxt1eqYW1ii0C5aqhNR7sCPe7RKBdueqNMIcgSi3ABTYyCnQmuTY+LxzmbgiZWaxoKJwxsbtCRjcgDw9CTgjY1AUgnw0bmaEDylFLAxA8JdgW3ZR14zdRw8h57CrASpinHQZjUH9nkFi+Ut4XtIEweFQqHoi6hEQ6E4y9EmRu9DbspembPANp3OiN+2FF4hAyXpMDCAOFlxVZw01FYhL3W/FEE7c6H6YAtw7WDA0gR9ht+/ehu/vP84qqsq4Bs5CqW5aagoyUPYyNmtr8nFOxQOHoH48ouvpJJB+JXtU/oAeUx/H7w+U9Oj0E1qd96xg2fv0GEIHjpZBuU1VFdixJyb0VBdCi9XO6Rm5CEqejyCA31lCnh3wetasuQvPHzX9fjkzScxYtIcec0J21eIK1fgoImt+7Idx8LCDNOvfhSX/+fp034dy5YvxhtvviZfezLZ8A0bLoYH7aeqC/UVGFi3Cuc5HURDndYmyPY166IYfLZdSzDemwOEOAJJxZrQm62BmeVaexSTjNfWAy+v09qezI2BeZOBD7cCGeXaID4mGVsygZ/3afqNz3ZoOgzOWGFLFWesrGynS4/JBsb5H/6ZehoO1+QQTTe/MPnM0PCBf6f1tVXw6z+qu2+jQqFQnBQq0VAo/iXQYSpxx0qYMcAcOL7D6gb7+XOT90m7VX56nAyNo/2qnoqiHNms7F07dKGi+PWLHZoYtq/BlXyPgP4ipo3fshgmUuUZj+zE3eLuEzx4IgqKy6Vd6oH7H5KvRB8gf/XbYnyX4oOf9gHNumMHzwFR42RGxZ5/fpZ5FoOnXSEi/Y1/fY1de2NhZm6OoAAfBIcP6NbXzIoMKzPE3MwUE8cMl35/2uCyfcje1fuI93dQVIRUtYqrmhE8dCoMDY1P+3V0VinqDmgLywF35YVZRzzuZAHcGq3Nvyitaca873dg9ZvXYON3L+KOS2fDvDoTv12hDdZbcFDTZlQ3ALGFgJWp1ir19Crgw22H25to8cwk45vdms3tI+OAge5AbpXWHvXR+Vrl4qtd2v4RrkBikdaGpz+Gnn9SDjtP6SktyIS1vSuqy4tRV033sBBJnsry04+5eKBQKBS9iUo0FIp/WXUjN3mP2NayuuHg5nfUPmyjYYsN23lqKkpEu8GWKT2sADAh8Q0f0WELFVf665u0AWZ9CdqZ8rq9+w2DkYmZuG1ZO7jCI7A/8tNjUZydjKjxF4omY8GC3+Rr2wCZK8hBUdHHDZ7pcuUWEIHd//wEBw9/9BsxE6l7N4gd6fA5NyIvdR9QVyztaMlxe7v1NbMio6/QNDc3Y/r44Rg3fiKcvIJQmp8u1xU0eKJMEie5WamICPFHc1OTzFIZNuta+IQNP+XrSE1Nk89e20pRd8O2P76/rOTpYdvTbSGpuHc0RH/BRGG8P3BhOLBu807gwHy8MK4MRkYG+PUA0NCs6S125AD9XIDSWuChpcAPe4HqNt1u1Gc8ORFYeBDIKgdemQ7sytFsbffkavbP1G8wOdFDO1smGaxutGdvnuZa1ZaSnGR53+gsZ+PARF/rreKQRn6WPIMHdcNdVCgUilNDJRoKxb+2urEKFjYOMkGbzjZtiduyBH4RI5C6b4M4WAW0abEhafs3yuO+ESM7PP7/YoDLBgA2puhTxG1bKtoMVhvYTsbYV3Qo/MbAAKV5GYgYc17r/gyI6+o0EUZtbd0RAXJ8fELrVGl98Nx//IWwc/HG/vW/S1XIM2igCJBbWpoxcMLFUkVgcM92rtcfvUG+didMlvQVmpkzzsGWzRtx9/UX4aY77pPKFoNWzhUZfd4t+M/T7yEzOQ5vPn4jdq76WV7H9mXfwtLWEcNmXSfuVCdLv379kJ9XhEcffbxTgf3phLoFz6ABYutLRnoD/52uJRQLszyk6nBxJHDnCE3M7WWrzcaoqa7GzswG1NiEYFWmhbRITQoAUkqA+xYDixKAxnadbmwsfHicljBwrsbTkzW9xmg/rfLFNkIPW+CuvzW3KT2BDkA/Z2BN6tHXz3M0NgO2bf5+mPjTBY4JL5NWztXge9Tc2CDVMn7eFAqFoq+hEg2F4l8K+7xzknZLoMkWIrYU6eFMDf6OTlMpu9fB0c0Xtk6Hezm4gsqBeI7ufiJSbQ9Xgv+3DbJy3NfE8WyjYeBP69fEHStk1ZtBdGFWInRokZkWrHoQBsQXz70UFRVVeObpeUcEyEOHDkVBfjGefOJpzJo5B06hY2FuYYvEmBXiEmTj5I7k3Wtg4+iBoEETsHfdbxLY9zT6Ck1iYiIeeOABfPft17h8zgT89+3/wcjYGMm7VsPa2gopmfkIHagljrQC5jwPOjRRt7N/7W/wDByAwVOvPKlJ4lOnTsXGjRvx04/zuz3JYOsXLWCzYzdhVlAT3p4NhLlown0OUbwlOBWvTANcrYE9eVqOGeiktUP9Hgu8tb4eDUUpuGaUG2JKXUW4vTGjc3vGu0ZqMzCo57hmMPDECiDAAXC3BoqrgWhv4K6/tOO3TU6o56Dmo21lpC2Z8MHDtxyp/+F8FDpN0S1M5t14a8lfbtJuGHKwn7P3ab2XCoVCcaqoREOh+JdD29PEnatkzgADZCMTbRmVq6T83tjUFCW5aWKLqheGE7YhpezdgBD28nfQQsV+dk5NntjH2seTdvwjLWNVZUWSPJUXZsMAnDsSgYbaaqTHbYN7YH+xPyX79+9HcVEJLCwOT1vnfbjooouwZMkS/PTzAjiHTZDHMuJj4BM5AsamFkjdtwkegVFw8QnBzhXft7oE9SZsX3r77bfx7LynMWHkQPy2aA0ef+MbuDlay9DGhMQUSTpZxaCex97ZS+x5OVF879pfJSkJGTYVUeMv6rLTkYuLCwYMGICVK1eiJ4gcGI1J5tvw4oRq+ZmtTvsLgM8vBD49HyisN8Mz/wDZFZpOw8IYuGeRVoXjPIvzw4Cvtjfh7p8ykG8afMyheDcM0Ryn2CLFtiwmGXSmop0tdSB0rXpsOZBdeeTzAh0BM2NgZXLHx2VyEf3wYlz10JH6H/6tsiLHie6syFnYOsDE3FLeVzsrM4w57wZceN29p/FuKhQKxamhEg2FQiGzJHISd4lWIWjQRNi7aoFN3OZF8O8/Bil71klw4xc15ojnUYjKYWEcBNcRX+wELgjXHHb6Ci0tTeLW4+wZJNoTzhexdnSVdhQzSxu4+YYhdvMihA6f0SqYz8jIgK/v4YrP6NGj4enpiYV/LsLgqVdIS0txbooMSeR09dykPfANj5Y5JtuXfi2VlL7E77//jltuvA4WlpYoKi2Hg5MLln79EspKCtHc3CT2qfwcpOxdj+Ahk2FkrCWfFM3vXPGdfE4GTv4/hA6bJsMdj8WkSZPQ1NSE9evXd+tr8rEF5p3rhpsDE7AnrRyPLAOcrYBV1wMvTAG+3Alc9QtgZdyMr+ZqFYipXwAL44Dbh2tD917fALy2Acis0P4m0vZrQ2H4N0Cb3LZc2l8ThlNrkVis6T1Y9bhrlGZb62gJvL9F0yy1p78rYGemuVGxshHlqrVxLbgcSL4P2PlCNEzNOxbPl+alSSWR9rxNDfXaZ47uWv6BcHFyQFBY9xoMKBQKxYmgEg2FQnFkdWPHSljZu8A/agyapP97t1QzDmz8A17Bg1uFw3pS966Dd1AErnv4zaNWU5tatGDrviPzk16HbWEW1nYiiHbyCkReyn54hQxGeWEmmpoaJNFKP7AJUePndphoXHzxxUhKToWZ50DUVpXJij/njnBOA3UeXv2GSEP+jqXfoKnhGIM2epGYmBi89+m3yM0vRsLBfdIOF7v5bzi4+cr7zgnwHAbHytWAif93xHM57C9m8ZfSYjdsxrWieemMKVOmYOvWraiqquqW1zHIHXh+CnDTaBusLvTAFxtLRH/xzw3AeD/g+gXA82s0DcZ3l9AZzRBTvgB25gAvTNecpViJ+GR7xzNR2FpYkpeK4MGTW00RzgkFIl2BYCfgm13A8kP2tKyIeNkAoc7AX3HAX/Fam5SzJTDYA7hmEPDGTIhNMit9aQ8AWQ8B627SkiHqQZh4ZMTGoOnQlPiGhoYjtEFMiPUuU/yMuvj2E31Reno6nBxsut1g4AgMDODm5Y+A0Cj5Kp7Y3YizszM+/PBDea3UTuXm5mLp0qWS+Othdef8889HT9HV840fPx6rVq1CcXExqqurZRr9V199BROTPuQFfgpMmDBBq6zZ2fX2pSj6GKfHu1ChUJw1cCWXK/5Wds7iSMRAy9U3VFo2+P2ACRdj+9KvjnhOeGgw4pLS4eLsKW1UDFr1cEgZZxDMCAaWtZsX0JvU5B3EzXfej4XffwJrhwCZns0Beo21NbB19kTqnvWwdc6Tag0TjeHDNfclDw8PjJ8wCT8uWo/q8hJ5jCv+dGpqbKiFm384aipKcXDTn+jr/PXNW63VKIqMpR1uz3oxAmDQkBkXIw5lnKA+eMoV0mJXVZrf+vz0A1uQGb9dgvDo2deL+LogPa71946Ojhg8eDCef/7503rdbE+aFKgF/GzR+yPJCjOGeuEGq92wDwJ25wI3/K5N7354PGBtpn0Gb/gNuHi8GZ6bogm771+sCbaPBy2deW9onBBYswXnBlWI3e1z/wDFtYCZERDiBDw8VksocqqAcX7A3EitmsfhfhSd0zuAgnB7C9rqAnXNQHGNNoODrE8D3Kz5cybWfz8b/331FVhbWR+ha+HfVl1NpRg50BWOczSCBk7AzrV/Ydl3r6On8A2OwMhJc+Do6gEjI2OphJUU5GLL6r+RkXSwW865YMECmJqa4tprr0VKSgrc3NwkkXVycjqh4zC4b2zsniGZHREeHi4J0XvvvYe7774btbW1CAkJwdy5c2FkZNSj16JQ9DSqoqFQKDqkurxInKloo1lZlCe9+yl718HY1AyeIUcO7MtKjYOvtzvy8wsRMmSK9PW35bs92kRtl8Myh16FPe8L5n+Fu2+4CIv+XgiDmnw01tXAySsYRTlJaG5slHaZpB2adqWy3kCCZisrK1xzw23QGZtj9boNostgFUOnaxaNAyshpfkZZ0SSoYdtX1kJO6SCxSSRWhKKjlmh4RR4VmR2LvsGxubmsnoePGTKEQYALU1NSIhZjj2rf5FJ6EOmXdX6e7ZN0ZlrzZo1p+VarUyAy6KAN2drYmu2HoW5GuKWCU7w0yViXx7w3mathYnVA4qyK+qBj7ZqjlDUZCSUW+K+ZUZShehKkqHHWleJ6MaVeG5KCzwcLSTZeX8OsOgqYNUNwN9XaUP2LEwAYwPA3UYzRWCCszUL2J4FJJcC2YY+qAm+CG8d8MHbm4A9+cAfscCdfwE+9sDOXM0+l8nFm2+8BQ8PTwwadKR1bWFGvMwIIYH+/ggbOh5jJs9CTyYZM+ZeDxcPHzTU16KyolS+8mc+zt+fbrhSzqrAI488Ip8nJv+syr3yyiv466+/ZJ/UVM3Ca+HChZIo639+5plnsGvXLtx4442SoOid5HjMTz/9FAUFBSgvL5eKA/VEbTnvvPOwY8cOSQ6Sk5Px9NNPS3JwrPO1Z/r06cjLy5NrP3DggFzDsmXLcMstt7ReCxkzZgzWrVsnLnZ8fe+8806rhTZxd3fH33//Lb/nMS6//HI55z333NO6D6+Dx+U9YeXk4MGDGDlyJIKCgrB69WqpLNKYITAwsMuvU39c3r/ffvuttSJz7rnnyu/8/Pxa/8bLyspk3y+//FJ+ZjK1d+9eueaioiKsWLHiiNekOPtRiYZCoegUzlLIit+BvPQDslo/6ZJ7MHTIEESOmoGJ51zRuh9tWj9/+R5kJe2VlU0zC2sJSFkFIVzFfWsTcH8faaFqOwPDwsIcQwdGSO87g26uWjOhMrOygbN3qFjVtli4SBA+cuIsXDR3LtZsjEFtdS0a6mtgaGgo4m8rOydpwaJg+kyCugtOCae4mG5N+lkpfG3UrDDZYLIQt2kxnDwDkbp/I2wc3BAydApsDwnmCSeO71v3m1Q9QoZMRtSEuZg2faYEg5WV7dTQJwjbm+juxEqEixVQXqc5SZkYAeb2nsjJK0RMRjO87QA/e+BA/uEqBhONyUHA4gTgkeXAnmIK3w8HUHpYcfC319qf/i8SuHcU8M5sYP7NPlj92kX4/XYfvDmjBSZNVbC3MEB/H2s5Bz/bTdY+MIq8CHWWPvhqpzbkb1MGkFupJT3WJto1V5j5wPeOxWiZ+hru/3Axys18cO8iYEUy8MxkYGkCsDTx8DUx8GPCceGFFx5xrRzUZ2phJZ9JT79guLs6d/vwx1YMDKSSYWpmjsryEjRxNV6nk6/8mY/z96e7jYoBMj9HF1xwgVQ1OiI6WtOyXHfddRKU638mwcHBEvTSxEGfuP3yyy9wdXXFrFmzxEVu586dkmw4ODjI78eOHYtvvvlGAv6IiAjceuutcuwnnnjiuOdrC5MMVkLHjRvX6etj4M+qB6s2THYuvfRSOf/777/fug+vhdqwiRMnymthQsHrb89TTz0l+/J1xsXF4YcffsDHH3+Ml19+GcOGDZMFkrbHPd7r1MOE7eeff5brW7x4Mb7//nu5V/yM8r6S0NBQuRdMfvj1xx9/xBdffCFVHV43E5W2piKKsx++2yewpqNQKP6t0DZ09g1PSlBTW1ePwsISrPj+FWm1at3HyBgDJ12KjNgtqCjKhXfoEOn3pyaCK/8U0NY1aTajvYl+qjeTDa6+ZeWW4oV5TyI+u0r637OTd6OyOA8Ro+Zg18of4OLujeUrVmLN1n2YMX4oXnjnK2zZuEZmUeigg5W1A1L2bURRZjzONKg78AoZIrNRmFhRhMz3i+8l7Y1rKkvR0tyInKQ98IscLY5U1HKwXczVL0zsgdku1X76dlD/Yfjj1/n46PPv8NFbz0vl40QJcwYuidIqYRx4x8SCATxbjTgTw97JBXX1jWisKZNEoqJOs5gtqgYcLLRAn5Pccw7lOY4WwLAhA2FcchDuFo3wtNXcoTg4z9xEs7qlSFw/hM/QzgdDH1oMIzNLoLEGcW/PRnNZpljjOlgClk5+QOA0NETfC5hYyD6Ov82GcVXHFr61IRehcvxrrT9zvsm6Jb/hiYmaHXRc0dHPueaaayTwmzlz5hEJGz+nhkYmGDbxXISFhyE98cApzWU55/JbYWFpc9z9TM0t4O7tL3M89EMY28Ig0tDICHlZaWioqz3u8WprKrHox4+7dI0MZlmBsLCwkKRg7dq1+Omnn7Bv377WfXhNTEb++OOPIwLkxx9/HF5eXrKqrq8eLFq0SAJ16mD00Ab61VdflfNw9Z2JB6smeq688kr5PY/V2fnaw8WIzz77DNdff73oSrZs2SLHZXCvf095Pg7VvO2221qfx2vka2Ql1d/fX5IGJgpMQAmrFElJSbj33nslSdBfD1sVWZEgI0aMkPPdcMMNrVUGJjH8Xr/Y0tXX2fa4fC4rG/xcsjpDjQarGvb29lIdImyb5PvEigcrNIp/J0qjoVAougRnTxg1lCM7twUhAT7IzswQvcae1T+3m6/xD4KHTELclsUy8I8D8ThHojg3FT/vT8JrM4GY7MPBX2+gH2THykZaWjruefR5vPjSy9i9ayf+WM1Jy/1RlpcuU6UnXnI3TM0s8Mw736GZAu/9iahrMoC1vausLNs4uiN+27KjAu0zBW0InCZyLspKkMFvDGJLclNFg+EbORJVpQUyeZri40GTL4OrX7gIwnOT90qw6+rbTx4rzIxHWb4WUPQP8pL2u7Vr14lgPD8tVp7fldWvMX7A5VGaexMTUwq3udJPS9jrB2tteEZmVkiqscDXawulqsC2KE7TtjQFahshbVRMBlgJYfLAwXkMiy3tc9Ho0iLl/IYmbagk3aP4XCdLrRJCQTYrHI39olHNJIOYWCJ6RDQsErUkglWMkov+lsdbMbFEuVM0qrMykVIK7Mo3gJHvGERfcA+sXXyxZs1qnFdbK4EyW0my42Lw1CTgtfWa01VHsAXmjjvukFV3ribroZFBaPQMxO/dhqXfvYFThUmGpXXXEg0Gzgw8O1uX5u95LOPjOJKdKFwNZ3LAygDbgXhPHn74Ydx00034+uuvj/lcCsj1SQYZOHAgrK2tRZzdFr43DOD1+zDYb7uyz3Yi7sONbUZdgRVBBvpPPvkkJk+eLME/Ex+2UlH7xYoHz8VKAQP8tkkbzxcQECCVAmo5GLjrYYtTSYmmE2sLW5X05Odrmqq2yRgf4/Xb2NhIotPV19n2uPz8MqHoqKKiZ8+ePWJrzXMzGVm+fDl+/fVXaa9S/HtQiYZCoegyf3zzNtwDopCdGob96xdi+Dk3IJA2qLsP9+BXluRKGxIfZ7JB8XDCjpVw9emH4KFT8dHeHbhvdCkeXta75VQmG3qR7f333oPp587F+ZMG4+l7r8O2A+n4yqAJednpMDO3RL8QfzQ3NSMtMwdVNfWorKqBs6s7ysrMsW/d76itPPp/9mcStVWl0uZGBy2Ku2ltS/EzE4X81AOSeNBZyzNkMPZvWIgh065EWX4mGuqqpNrBVquCjDgZJkfLWw4/pEiXQdH+bavEAjdo4MRDgvGtKEg/WixMQfWFEZoGg50Vu3I1e2QmGXRxemAMpDWKQ/B2FVmg3iYQxkX78NG52lwK6iHSSoGsCm2uxRAPLXFggsHkg/MymKgYGxZItUKCZH2krDv0WTz0gdQd2gxzYqRKIclEYw0M83ej2dgcBjod6j1GHplkHAooZ71+EElJJtLudP1914u2h331n39+D3JycvD++x9IgluWEoNL/TIx7x+g5BjxamlpqawUczW/baLBSqJ/SIQEoflDhp7ylHlWFroCrYpt7Z3k/J1VNFoMDFBTVdnlisaJUF9fL8ErtxdeeEEqAc8+++xxEw2uvreFSQarC2znaY8+EOY+rIYwwWlPW21FV+H7/91338nG9ibqHFjBmDdvnpyL7U3vvvvuUc9jNYCJRldpKy7Xv0cdPcaE8EReZ3vROo+jP0ZH8O9h2rRp4gpGncpdd92FF198URKttLS0Lr8exZmNSjQUCsUJkZe6D07eQfDuNxSxmxcjfNRsVJcVHjH1mtaoYSNnywDApF3/SE8KA1Fac9JGNr6lGJcNTMGPe068naY7sDCsg5uLA156/T2EBXrhsadfAIxMsXDpWhg0VqG+rg7J6ZrzkLuHBwwMDWBsbo1dKz9CU0PXVjX7MnRVot6CiQbfq7R9GxA0eJJUpKjh4GA4aZHT6aRykbRrDfqPO18GEbatZtGVjEJl//DBGD9pGt5+733JGtg2RdtkDvkLjZ4mLXV1BXEID/ZF0r4YXOaXKS5NXNX/fAcQV6jNwOBjHLJHXQZbp+j0FGAPTAppgbXxPkke2vb/0m5WnztIG3jbOLjNz/zCKghfEgXhzS1a5YRTuqvqgaJaILscyCjLROk/s2EdEI01G2KwKz4TJpa2EijNtB6JC1taWgMtExNzmJmZ4dFHHxMbVm7sY//888+RlXW42sXk1tcgE+eFAY8vp91u1+aesKc+KiqqdWXa0SMQru6esLW1hfVpmJ3R1fYl3thLbnpIhN/UZLTHxs4RhbmZ+Pmz17RetG6GYme2LulhG1RbEXNnMAmmhoCJE6sdne3Tr18/qRx0RlfP11Eyw0SHbVH6c1Ef0dm54uPjxS1L345EWHlhInuqdOV1Hg99+1lH92LTpk2yPffcc3KvmYS/9dZbp3TNijMHlWgoFIoTJnH7SkSOOR9lBRmSQPiGD5c2In37EIPOjINbJRmhmDg3eY88TgcjWqD+kOWEN8/zRHyjMXbGpvZIQHIsvcaKFYthbmGJ26+9AFMmTcXbX/6FJq7WGZvCxMIMaVl5sLQ0R4ifO5LS8+R6A33czookg1SW5ksCoU8Wm5sakb5/MwLovLVrtVQ1KJIvykoU22MLK1tpp2LlI7lNNUvfYhcR4I6G2kps3rJdKhzFOSkoyUmWCgjF9WH9B+Pv37/TBiI21sDq59kwqMyU2RQzhvig2SMaZvkxMKrKlISAHw8bFx808vG8GBhVapUoUQfpNFcTfoIMDlUmJJFoBpp0QH0TUNUAlNRo1Y6cZmfsy6pCUl6dTPWmvSy/Nh6WGrWD5zqsuaitqMDKVauwbuMWfPbtj7jwggsluB43ZiSGDojAuEnTsDHmAD58/yfkFRTDNWIiXMJ1hyoALRjnmIlQq1J8ntYPgSOlNCErw/wdDAylIkCxuoGRAQwNjMQ6tsnYBHFZ5Tjn6vsRcGAPVv7+LRzc/VBZmAk3Z4eenZ2h04mFLd2l+Lpra6rQ1NQIY2MTWFhao6G+Tn5/uv+mGVBTvE1hMVt42PJDvQJbp9rqI7hSzmoanZVY/eisTYcVkc2bN4tjFI/B6gKF1uecc44kdtRBMDBmNYoVBbb8cIWebUb9+/eXikRXz0fRNoXZPC6DeXNzc9HeREZGyio/+e9//ytaClrgUs/BCgwTD1YEuA8TDWopPvnkE9x+++1SXXjjjTekhamjytKJ0JXXeTyYQPB5c+bMkQSb7VZ8fbw3bJmisxcTdBcXF8TGxp7S9SrOLFSioVAoThg6DOUk74Z/5GjRJ1AQTHtUJiAc+kfYMsXWG/7OzsX7CA1DTXkxnlpQjGdn2+FdyynISt53xHyGnuSyGdGSZBBTE2M8Pu8lLFi1FyHB/qiqtpCVcVNjA3g622H/vn0wtXaCq7MDLK2OHFx4JqNvg6Hgn4kC4TC+nOS94kTFyfBMECkO57RsBw9/VFcUwz2gP+xcfVFecKTQk8HF7t27Eb93q9j+OnkFIWTYNJTkpqE4JwmR/QJap65L+5H3cBjHZ6LZ2geVFy+Wx6oba+D0+2wYVmai0doHZXMPP26/QHucAyGpxyisAZKLgX35wN58IKEIyK/SZlwwUWmLR5CXDGasoXK8Eyh0p6sT3dNMza1kSKW5lZ18z+s2NjGR+0Wjg1/+Wo2q8kK89Nw83P3ka6D6o7GxAYu+fUtE0abmNjC15HEscFVkHWyajPDe/iAYmzbByNgEBkYmco84eVyfjOizJR1a5Byubl74/s+1sLIwR4upPWZddR+aq4uw8OtTa5c6WTgnY9mCL1vnaDDBoNscKxndNUeDrlMc/HjffffJSj5X91kdYuvUSy+91LrfAw88gDfffBM333wzsrOzpbWsM2bPni2tPBRGMwCmVoL2snpdAwNkBs4UQFNPweCegmwmAidyvm3btomz0//+9z9JZvhaaHPLSgzPR1ipoqCa17N+/XpJOJmUzJ8/v/U4TE5YIeNzeK2PPfaYBPMn08bVlq68zq60hbH9ioJy3k8K3Zk80ZKYYnVW3piM8H7RXUvx70G5TikUipOG7VGsXmQn7pKV64a6GmmRYSJCxLloyBT5nkJgth61haJed1sjrKoeCmMTU2Ql7ETjoYnIPcH0YGDGUB/Mmqc5UPF/sLGpJVi+cS/SMzLQ1KKDqakFHO2t0NDYgvz8Athbm6LJ0Bw2ps349t15OFtgRaOuukLmaLTF2SsYppY2yEncJQG3X+QoJO/8By5+YRJ8u/qGYcfy79DSpLVOsBWEq8Vvv/32EUESAydHz0A4eQbB0rABP3z1ntxztq7U1DajpKIOe/fuxHmzJrU+56EHHsKBNb/htluvxXm3aG43eremBQuO7ifvCu6BUaitLJUBjW0TCbpt8X+JWkWBIg66JxlrAyibGkWjwgF5vEeszDGJsLB2hJWdIyztXETjYu/iDnMzc1nhL87PlmSEfx+65kZc6RWL/DpTLMr2kMe0jc5NLTAwMpbKhZGRCYxMTCUB4bXwd6wuhQ2IhrGJMfy8PTQRNtvRmpvw+qM3oFfhZHBPP1ha2aCmuhL5Oem9Wp38t0FHKLblMbH/559/evtyFIoOURUNhUJx0nCVm5UMe1df6c1nIMnBfqxs0M6WwRCtUl19QuEXMVLacNpODaeT0PNTmrEhdRuyGx0kiGVlIz/94BG2ud0BRcdetsCD8zPx9qbZGDNuPGrMfaAzsoCLsz0aWgxgaW6O6pp6FJW2oKGxEQP698Obj9+E6FnXI2aJZhV5tkCdBsXc7RONouwkePcbJu9tSU6KCL/pRJW2byPc/CNRVVaE/mPOw961v8r+XMGk21D7wIcBcnF2srRROboH4LYHX0KQtyP+WboI5uZmuPHGmzDznDloaWFlhUG2Dk7OLkgsN4HfyIulLYN6CLaKbNsW0+nrYFWG1QgtedC+mplbwcjETH5Pe16K9ytLC2ROjIGh0aGkwkSSXQbxrCLIIMaWFvmZVQw7SxvRRbDaIcmIoaF8lunaxSpedkIKhg29EXYOjqitrsR7X2ur7HSvenKSIdbuscLGAkeYWTbIfBI6fcm5dQZoqKmUCd9MxGWrrZJr0xMa7A+djRsSDxzqzQ8b0LPtUp2h0yE/W4l6ewoOwKRwm9UPzuWg/SwH9umrIgpFX0RVNBQKxSlBJyJrexexO/UIHCABGKsSTCr0yQItUxmQcdWXAuO2OJhrw8oeXAppheFUcQa8eakHjgp6T9c/ev8ZofXtf7VLe4yTrIfNuEraMSzMzcRVys/HA0YGBsgvpOBVJy04ho2V+OubtzB4yhWI3bJIdClnEyHDpkqS2BHUY+SlHRDhPxMMrrbzPXfzj4BP+AgZ+JcVvx2vv/66DPHiFOHjIe+1dwjKi3LEGtfP1wf33HsfZsycBXNzC+hamrBk8RKMGjce999zJ5wcHbBz1x7kF5VpyYQ525tsJHA3NDaBoYFmu8okobm5USoRbOnh45J0WFrDzS8UZqbmaGqoR3FBtlQVmhvr0dTUIImMgaFxawtTi7Qx6WBsbCotZdSYUJtSXV4syQqrDYSJiKWNA2ZddgfMLa1RWVmOPVvWwNpUh7v6JePPDGdsz9ahvuZQMlFbKX8PJwLvP/922ibqin8XdG6iLoPD/ahRocCabUlqRoWiL6MSDYVCcUowsQgZOk3+KeFkbK5+N9RVS7CXund9mxaqyagszpXAjwFqWyYGACFOwKfb0bq/R9AACSKzEna0tmKdKpyn8Oh4YG8e8OehoYGOnkESxLm5e6GxpRkWZqYoK8xB/6goJKfnwsHBDkUFBYjdsUZmgsRuXgT/AWMliKXg/WzCr/9o5CbtkfevPVzx53wUVjL4ezqKsdpRWZIHt8D+CBowHvFb/sSfC+bjgw8+kGnEXcXezVeSF7YmMbn09vbGtddeixuuvQK6Fh0+n78Ev/6p9XVLYtDcKEG+bI31ktiyCsEgnJ8dE+ooTM3lK6sGTBzk9y1NCBs8RioSTChj1i6WwJ+tTnyesYmZtFBJtaKpCfV11Wiqr5XzsKXJwspO2sVMzC2kssGN/xfVNTehob4W4QOHwcjQWATeKVv/xB1h6fguxRtp1ZqzUHNjg7RsNTbUSfsVN+37evmefzPHavnivWaip1AoFGcKqnVKoVCcEgzi2B7FKgRXt0vyUkX8zeDPK3QoshN2tLZQOXkESkDHgL2t+HtNqmZlGu4CxBZqrlXZCTtlpdqn3zCxXeWKuV6ofDLQCpWVk7/jgQ3ph4M3VlsaaipQX+8gQ8Yam5thY2WBvxf8iODB42FqaiqWtjurKmDj6CGvjYlSyJCpZ12iUVGYDVtnT3GXag/nZVAITnE4q1UiDh8yWdp88lP2w9zCFjfc8wx8AkJg5hwsQbixqdmhgN9C+2qmBf/8np+DttRXl8PMwkqSHZoFUOBb0WKF5uYW1Dc0YvvSI+cksCWKFTKaDXB4opU9B8kZa5WIQ1UKrXpQjQYmIocC+aGjJqG+qVkcgjhske+nVEEaGyTopwCbyYKBuYG0WWktUs2SWNZWl6M0P0PmjtTXVEgC3NbxJyTQF35hA1CZtA5XOW/C479xMOXhqtyR94SicjNJXPQ/M5k58p43tyYjA0ZOhbunJyoKM095ZoZCoVD0FKqioVAoTgvUYHClm0ETgycGkkwQuBVmaOUDBvUVXAH3C0fq3g2twm9azI4fHY2JZjH4z/eZMnytLQwGmcTQSlc/efpEYHvW05OBL3ZozkRyvZGjRMhcW10hQubGhlqEDR4LExNj1NbVw83JAQ2NDSgurYSZrhr79+6SQNAABkjYvgLRM68763QaDIT9IkeKy1RnMLDnfeM+DPb9I0fJNHgmgXc/+xFC/L2wZO125GWlaoLnpkZN83BoJV+/mq/X8LTdWO1icG1l5ySi8QFDR8HFzRXFhYXYvnkNrGydpGWKYmkmuBKIs+2pgVUHthRpCYM+IeXrYXJDm2KKrZmE+AdHyHtsZGSILav+lH34WRXhdkvTYZ3Eoa2j6s6xGOQOXDsYeHY1UHZqZkCiNxGXK1NznH/DI7C2soSdjWXvi8AVCoWii6iKhkKhOC3QMSpo8ETUVJairDALDm6+MLe0kQCv4ZC9LasUwUOnSC+/tjL+D7y9vLBsueb6VFdbg4fLZuOFPw/PLSB8LgfH0U6VLkhZ8TuOq49g8sIJzBkHY3B1YCbe3AikHbK4p9WqnYuXtKIYGBtLEGxp6ySiXAtHZ7i7OqGgsBQhAV5ITk6RagrbbRjc8rzUFTTUVkvQzZ79swUG/9Q6iKdvJ+5BfL1mlrbwCh0i72du6n5J2qgfSEpKQgsMYNZSgZ3Lv5X9ad2qd2+iU9Ph740lkKZI28LGUdNQmFvChJuphexbWdOAyrQcSSBYvaBdMqeOU+PQ3FB/qH2KSUyjtDOZW9rK+2huYy9zHZiI1NVUaitqh14O3z87Dy8U52dpx2LrVMMpZgSHmOAPzAgBHl/RtUF8x0PThVTLVlJUAE+38L4hAlcoFIouoioaCoXitEH3Ka5Gs+WkqrwYpnTWMTCUdhHOZKgpL4KVvYskC2UFmRLsR4d74Y03X2s9xqqPH8J7X/yG3Xkdn4MBKQcB0ko3J2mPtPR0lGTok5em+hpcfO5s7I7Xkpf+4y6EubW9tD/ZOrmjqaEBxmbmqKuqkOCWLUGzL7kBJtZuqCgrQlLsbphb2iE/dT/s3X1RWZwHWycPCWDpUnSs1f8zEQ5YZFJ3PC0A3wPaxNJFitUmwvuSuGPVEfvx/W+dSUEHqENfNQvXQ8G0OC5VaV9rta98fOI5lyEqehz2xazHmkU/acczNJSkw8bJEzaObvJeGhtpcy2YdFBkzeSBdrRtKxPH0j+cDi4MB8JcgFfXa9PGTycObn6SgLXXNikUCkVfR1U0FArFaYOTwh09/JGfdlCqD7Qk5epzTWERvEMGI+3AZglgGTjJwLOGOiRmFIhlqX6OxX9/isGdQ4FHlnW8KszVXQb3dIqiOJmCZNqutoWVDB6PGJtZIqh/NPYmZmPglMulwpK2bwM8ggeK4JfCXR7T0MgQqfvWo7GuprUHftis61CYkYCQoZNlSB1XyKlhoCMWKzZs6TrbYJJh6+R53ESDVSWK6Jlw8f2eceUDkkCERAxE7O5trXaytGnl/dUnEKxKMKnoKEFsC/ULW9ctR0tdOSJHTIadV7gMOisrLkBTYx3qqspRVVaAokxWJSrk+L3lyHTzMMDQAHi5m3JOZ+9gJO9e2z0HVygUim5EJRoKheK0khkXI21RDD45e4HtLKxC5KUelMeTd6+R4W9soUretQYW1qNxwdwr8PD9d8PfPwCJqVn4uk6zoH19Y+fnoYNVVUk+XP3CEMJ2rIRdYjlKjPNi0NJYD0MTM0lidu7ei2GzbkBjXTXiYpYgaMhkSTDKS/JgZecMNNYjec9a6e9vC61eOQ2bGgO2g9k5e4oTFs9D8TsrNWcbTAQ8gwZ0aV+2S+mnhds7OqO2vgH+gcFY9tP7R93Ltmg6HttDrVJayxQ/I+LidKjIbmluimsvuwBTJ09AfHoh1sbEwtTECG89cbj61dswuXhwLJBSAvx6oHvOwQpgTWWZsrVVKBRnJCrRUCgUpxW2rpTmZ4pjFFeyGSCxcuEeGImcxN0IHDBOXIs4Tdw7bJgEqdR2vPf+h/js008wbNgwxMTEYLw/MNwL2HaMURoU9zKhsTJuxDU33ITde2MRULIYPgaZ+PPPJQgMCcb9Dz4G96jpKMtPR/KutYgcd77Eslnxu0SUzpVwJj8dBXLUhlSVF4megO1e1aUFkpjQjlVctDwDYefqi/KCs8jHXlqQGiXoP167Ee9Z+sEtuPae56AzpMDaSAbunXPFf7BuyQJpmTIxYxJh2doqRfh5oBsUzQDY1kStDCtJPB+1MOeeey7uuece0XB89MUPyC+pQlBYVJ/SJ5gZAU9PAlYmA6tTu+88/Ixmxh3yfVYoFIozDMPevgCFQnH2UZSVAFtnLxRmJkhvuaWdM4qzk6T6kJ8WC//+Y6Q1h6ve1g4uUgWpNnRAZmYmZs2aJcf4aBtw1SDA+kjHzw71GH//9Rseu/9W/PDpfzHngkuwuGY06hoakZtfArf+U5Edv0OqEwMmzpXnJO5YKda2tCulIJ0BM48zd+5F8rUtiTHLZCChlYMrspJ2STuYm1+k6BNqK8vgERiFs42K4lzRW3QFGztHPPqfKzAwIghDo0IwblgEHFy9xaGL7U1839MPbBFnKv3G5DI3eY/Y6HJuRl1VmSQZAQEB+OSTT/DUU09h/fr1ePC5d/DFh2/i96/eEqelvmLramcGvDxdq2J0Z5LBZJ1aFb07278dZ2dnfPjhh0hPT0ddXR1yc3OxdOlSjB49unUftmSef/75PXZNPXW+8ePHY9WqVSguLkZ1dTUSEhLw1VdfyZBRwrkzpaWl6Cl6+nyKMxeVaCgUim6ByQNnYKTv3yQVASevYFSVFcLC1kECWQ72Y1WDg9ro4FSSm4YtOw9gypQpMruirgn4JAa4a+Sxz9NWj0FdwICLH8UPX32CW267A9Yu/rCzNBJHrCHTr5KV9APr/0DQoAmoLitA8qHp5aNGjcKKlUtFlE4Redtkg4kFg2MTYzOZfJ5xcLOIkPma/P18EBg5BBdedy/OJiqKckSLcjw4DI/vHy1sOejQx80BYUHeKMrPlgSDeg+6PB1Lj8F7felll+Dxxx/Hjz/+KFPFb731Vnw+fzGS9secsL1sd+NhDTw3FfhgK7Art3vPxWoGK3YKjQULFmDw4MES5IaGhuK8887DmjVr4OTkdELH0QfnZwrh4eGSUG3fvl0SjqioKNx1111oaGiQKuLZ/NoVZwdsiFWb2tSmttO+uQdG6Rw9AnQ2Th66fiNm6bxCh+gCosbqrB3cdB5BA3WuvmE6K3sXnX//0bL/iElzdDt379FNmTKl9Rh3DIdurF/n5wgJ8NElJezTpaUn6w7G7tNdcsn/6bZu36nLyCnQPfPuj7p7X/hEN/K8W3WRY8/XGRoZ6wZNuUzXb+hE3f9Ni9Z9+diFuv3/u0yXuehZeb5+mzv3Ijm2j4+PfM+vkWMv0I087zZ5fOIl9+ouvv053UOvfqWbc/M83X/mfdTr9/p0byFDpx53H76fju5+upiYGN2cOXN099xzj+7XX3/VhQydojM1tzru83lf4+IPyD1PSU3UPfDAAzoTExOdvZuvzicsutfvQfst2BG6d86Bzt26+89lZGyqCx4yuddfc1/Z7OzsdGT8+PGd7pOamqprC3/m488884xu165duhtvvFGXkpKia25ubj3mp59+qisoKNCVl5frVq1apRswYMARxzzvvPN0O3bs0NXW1uqSk5N1Tz/9tM7IyOiY5+tsc3Jy0rm6uh7xmLu7u87BweGYz+PfFa+7s99PmDBB1x6+Zv01Pvnkk7qvv/5aXuOXX34pj48ZM0a3bt06XU1NjS4jI0P3zjvv6CwtLVuPaWpqqnvttdd0WVlZuqqqKt2WLVvkPMc7n9rUhnabqmgoFIpug5aw1DbUVpRoq+ROXuIS5Rk8EIWZ8WKDy4nIHLpGB6dtaxYhLSsf551/YesxPt0O/F9/rV2lPfbmwB1hmfjPZbPxyMOP4uf5C/Dk088hK68UT7/yPkrLK3EgPhU+nm64YlIoFr5xG3681BDL73DGf28ag8DwQfglyQ6l275HfZ3WnkLx+LZtMa0Wuaxy/PPPCpw/PhL/d9403PrE+wgPC0FZJYfENcPRzgaJSck422AlgoMXO0M/+4KTsg0NDTFi5HDY29tLBSgjdht8I0Yc9xysRpmbm8v3PEZaWioMjM1EaE9Xq77EEA/g9uHAUyuBvKruP5+Lbz8UZsR3/4nOEOg4VllZiQsuuEAqnh0RHR0tX6+77jq4u7u3/kyCg4Mxd+5cXHTRRRg0aJA89ssvv8DV1VXaNYcOHYqdO3dKexKramTs2LH45ptv8M477yAiIkIqbTz2E088cdzztcfR0VGOrX+uHrYJrly5Uv52OiMvLw8eHh4YN25ch7/ftGmTaJrKy8vlOri9/vrrrb9/8MEHsWfPHqkGPf/88wgMDJQKCStEAwYMwKWXXiqv9f333299Dr9npfeyyy6TfXiv+Bzex+OdT6Foi5qjoVAouhXqM1x9QqUvP2ToVJlZkb5vEzxDBiN592oEDpyA/LQD8AweJC5U/J/eQ488hkkTxqKsVHOR6ucMXD4AmPfPkS0sj00A5qf7YMik8zB9+ix4+gbg5z+W4/M3nkZ/DwPMHDsIYY5NsLaxRaNtEAZNOh/JNU54761X5X+W1IQsuAzYmAn8kqEN+GOSwcep12g73yMjPQvWjl549LUvMKh/GHbvj0NDeT7W//0tBk29HLuWf9c6kfpswM7ZC2ZWth3PbjAwkPcyde96eLi5YN361SLipj3x/n2xuPDCC+HqFy7WttTpdEbbeSdM8GbOmAMz1xDRdNAKt68wORCYEgg8txqo74G3mLNCQoZMkQn0PUX4qHNgYmaB3jCPiN28qEv7Mkn49NNPYWFhIUnB2rVr8dNPP2Hfvn1HaCaYjPzxxx+tjz3zzDPSmufl5YWioiJ5bMyYMVi0aJEkGmxB0pOYmIhXX31VzrNixQpJDl555ZXW31955ZXyex6rs/O1h4kLj8OEgfu2PZ+ZmRn+/PNPSUSmTp0qwXt7mIR/9tlnuP7660WXsmXLFjkekyAmX4TtZG+//XZrkqQnNTUVu3btknunh6+tubkZt912W+tjvB+8n1ZWVnJPUlJS4OvrK+fTw/uxbds2SZY6O59C0R7lOqVQKLoVDulr9giQ2Qy0Qw0bMUtWrEtyU+AZNBCpe2mROlFWb33CorFk8d+47757cdl1t+N/b70ox4gvAjLKgEvH+KDJPRoFCTH4P99MfJXsgx/+WCqr4hR0r//4XngcXIVHJlqhxH4YluwrwHLnfnAOGIjzB4xAaqMnXvvwE/wxf74cd95koLoRMjUcyJQEQw8TDv18D3698sqrMP7869Hc1IKkxDjs37QU3qGDxfmKcxwcvYJRlHn2rEBXlubD2Tukw0SDA/pKcpJF88LkjEmGvv/b2tpKvufzaGFcXpTTadLA+z1j+uzWBA9W7vI56EtJxsWRQKAj8NQqoKWHluUcPQJQkpeGnoRJBh3C+jK//fabJAdc2R85cqRUIh5++GHcdNNN+Prrr4/5XArI9UkGGThwIKytrUVc3RYmMUFBQa37MABvW4WgJoL7cKutre3Sdb/88stSTSD19fWd7vfiiy/izjvvPOpxVglvuOEGPPnkk5g8eTJGjBghidMjjzyC4cOHSwJzLKjtaAtfF6sUTJr08G+Yr42GDKx4GBsbi+C8LUyK2t8vheJ4qERDoVB0OxR9Bw+Z3Oo4xEFvJfnpsDY2FWF16r6NCBgwVlyKWoytsHnTRoyJHoiFgVHIS9FWK/8p8sHKlYtlAF9zfQ3evnM27ru4TeuNkTG2FDtjccoQuPn3R/72A8iI3YeAAfbYse0jFB1chXfe/wjpSVrgfEEYMCkAmPQ5uhQE8+fv338OEWPOQ42zJwrSDsgQQlZi6KTlHhBxViUaTNy4ss6Ngvm2TkjW9q4ipG+fkHF2SUXp4WAu8+A2+IYPl/e9M3hfudm7+sDGikMfDyd7vc1t0UBTizbtuydx8ghE4s4jJ6z3RGWhNzjR8zJQZ6sRtxdeeEFW55999tnjJhp0amoLkwyu1k+cOPGofcvKylr3YTWECU576HrVVdhWNGfOHGlfuv/++4/4HQN8tmZR8P3GG28c8zg5OTn47rvvZGPLFRMBViXmzZt3wq/9448/xrvvvnvUvhkZGZKENDU1STsZKx/tW9gUihNBJRoKhaJHgta81P0SlGfFb0dBZhwCosbi4KY/ETBgnLTKZMZuEycquhgtX74SzzzzFHx8/VFTXizuRUOjoyXJIEZmlhg7OhrbE0oQXVcnyQZXFw/mtcDJK0TsdakTYFsWW3doobpjR6VMsZ4wdSYakpfhqUnAjK+BwyF050FwW1J2r8XQ6dfIdVaVF8LRMwBJ21fBMGiAzNjgwLuzqaph7eAmwxH1+IQNR0bs1g4TsosmRGKIRwtGRfpg84FMmQpPbY6LTz/R5HQGJ4q7+IYhqYeD684wMgAeHgfEFQK/d9A51p2w8sf73ja56wm62r7U1zh48KC0I+npqhMTW6+oLWBAzWpHZ/v069cPycmda7C6cr6kpCRMmjRJHLKuuuoqSRL0sC2L+g8mPGxz6ipMhpgosdWpq9fR9nXxnJ29LrZasaLBFqoNGzZ0uM/JOF4p/p0oMbhCoegRGHAam5jB0tYJuUl7xLaUyQaTDL/IUairqUBe2gG2/yMpv0pWDPsHusAtIFICUa6c63uba2pqsXB/M+IP7sFv/70FO358Fjs/vgVXum7HOTZb0a92A6aOHYaK7FhJMgh7nzMzMjBxiD9+ui0Ut/4BFNWcnEi6troMnv2GoCAzHgYGhnKN9dXlcPELw9n2nnEauh5n71BJ+tq3NjHZ4PszbOblsBh+A779fTGunaBZBBdkxInQn+9hR/D++UWMRPqBzT0eXHeEhTHw/FRgU0bPJxlEicCPLaZmuw/tXf39/XHxxRdL61RbfURaWppYZLu5uR1TYM2KyObNm7Fw4UJMmzYNfn5+In5mlYQr+eS5557DNddcg6effloC87CwMNGQUVB9ouej9oNtT9SUtOX777+XJORYycwtt9wi80N4nWxr4rUwQYmMjMRff/3Veh02NjZyDtr9srWrM/773//K7JH33ntP2qgo8KZVMH/WXyurJtSAUG/Fe02h+6OPPorZs2ef8PkUil63vlKb2tT279iMTcx0ocOm6QwMDOT7wVOvFPtbOxcvnW/ESNnHyTNI13/chbrX33pXN3/+fJ2phbU8x9DQSHfTTTfq9h/Yrxt3zmU6E3NLnW/ECF3AwAm60OgZuogx5+kihk/Vhbia6K6eMUh3xzgb3XNToHt1BnQvT4PusTk+uuSkg2Klmph4UOcX4H/Sr8MzZJBu6PSrdf2Gz5RrDR0+Q+cTNlwXMfpceV29fZ+7w+bWxMxSbGs72482wG0tgt+8/yLdExOgszCGvIfBQzp+rne/YWJn29uvk5u9OXRvzYJuoHvvnN/C2l4+0719H/riRrvVl156Sbd9+3ZdaWmpWK7GxsbqnnvuOZ25uXnrfrRZTkhI0DU0NBxlb9v+mNbW1mLrSgvX+vp6XXp6uu7bb7/VeXt7t+4zffp03YYNG3TV1dW6srIysXm96aabjnm+070NGjRI980334i9Lm12CwsLdWvWrJFzt93vww8/lN+1t7elPW77Yw4bNky3bNkyXUVFha6yslK3e/du3WOPPdb6e2NjY928efPEVpf3Jjs7W7dgwQJd//79j3k+takN7TblOqVQKHoUCl25uk3tBdtywobPxO5/foKrf4RUC0pyUuARPBDTZ52PO689D1dcfjnyS6rkeRNGD8P9d92GwYOi4Bk8WJyR2L5kYWUn7i8pe9fBP3IUcpL3yuRxPcaGwI1XXoTHXjjsIvXfd7/AR29oYvOuQpck0Wxs3wH3yCm0nEF5cR4M2IBlYAD+R40B28TOFvyjxiA7Yae0TOUk7Zb3qCsOUmyncmrMxA1DgXc3A+VW/eQeFWbEtT6HlQ5WTNjm1tt42gCPjgfe2gSk9tLAY//+o5Gbsg/1NZqTkEKhUJzpqNYphULRo5TkpsLK1klExVWl+chPj0XYyNnISdwFR3d/mFvbS2vVli2b0dhiJM4y1eXF0rtubGopLVd+4dFw9g5GcW6qzHJgksHWGwZq2Ym7j0gyCAW9i9doomXCrxmFtTA21YTkXaHtXI1lS/+GjalOzm/j4IKWFp1oSejcY+us2V6eTe1TnkGDUFtV1mmS0Var8cD9D8lX/rw7D3h6FSTZGG0VDztnD5hZ2Mj+fN84+Toz/khHnN4g1Al4ZDzwwpreSzL42TE0MlFJhkKhOKtQiYZCoehxMuNiZIVc+34bDA2N4BE8SByp6FJEB6mE7SuxPykb1996N6Zedg9S9q6Hm08AHFy9EBE9WRIKKztHcW1hsMrncchbTUVxlwLhPVvWImjwpC5fMysZXK0n/HrOhEFw9fBFS3MzTM0tJWkxNDZBY0OtrNSfDfB9GTn1QkSNno4RY49/r2QuyYLfjhDQl9UBT6wArM2Aq502IDRqqLxnfpEjkX5wS6/rMoZ5ArdGA0+uAAqONOfpUVx9w0TPolAoFGcTynVKoVD0GBRcDhs2VITDFBVzTkNRViIObPoLQ6ZdidLcVOQk7oZf/9EozU3D3vgMpGQWwN7RCa6+/ZBXUoN3vvoDTk6OsLJzgoGhEfJS9sM7dIi039RVabaUXXORykT0rOtham6NhrrjWza2tXGlU82EcaMxftI0/PzTD4jNb8LBXZvh5ekJ36BwNNZGY+l3x7aq7MtwIjidosytbODp44+GxiZYmLmc9PHYn/v9HqC/ayNevLIE26Y8goRiIHFH77pMTQsCxvkDj60AGnpx1iITa5ok0AZaoVAoziZUoqFQKHoEth6tWLkUpqam4h51y823I7vKGOWFWeKlT2vT0effAndXZxQWFiLV2AQpKUnw8g1AQ0UeUvasQ9iAYbB1cEF5RRWGjJkFE2OgfugENNaWIOPgVqkqcIhcV2FyEjx0Mg5u/PO4+7afq8Ep2Lfd8wgumnsR7B2c8P433sjILUJTYzNsHZylNexMaoPhvAx7V184eQahsa4aBZkJqK0sQf+oKASERuHAwVgYGZuiuenwVOMTZX8BsNLyStwTHAtj72GI3RSJ/fsPoDe4LArwtgWeWdX7QkUnDnvMTurlq1AoFIrTjxKDKxSKU6JVIH1oqF1nzJ17kegb9FRUVCEzMwcp+dXYFZ+F7Kws2Ns7oUVE1ToU5OXAytYe1fmp2LL6L4ycNAfmzv6oq66AnYOzBMasLNDvnaLs1IQDMDQyktVh/aTqjmCrDtudONujpaUJLt4hMDMzhaGuCXu3rEJjQw0aaqtFC9JQW3PMaoehsSlGzbkOF82ZifXb98HY2ET+US0vLUHczvVHzJvoq8gMC59Q0c2U5megOCcFLc2NR+3HGSGscqTtlzHqJ4WFjQPGn38DRkUPwYUeSbCrTcFzy2vwxfe/oKfg+/OfEUBVA/BVHykghEZPR8L2FfI5VigUirMJlWgoFIqTpq3TECf23n/fQzLsKT8//6iJsu1diR568FHxgR8weibWxhyArbUlUuL3IShsAJJi98LM1gWV1fUwNTHC7k0rEDZsIkxMjOHl4oDKmlrU1DXBw9URlhbmSI7bi9+/ertL12xoaAgjU3OZ6cEKyMU3PYKy8krU1NWjsrwUuuYW0Vk0NdbBAIYwND46cWGy0tTYgOamerj4hMDZyRGe7s44eDAeeVlpSNu3ASFDp4qbFhOaPoeBAexdvGUlnRUKDjVsL6DvCK/QoSLgZxXqROH9Dhw0ESm716CpsV4SxGfvugzX9a/BsuIg3PP8/1BZ2b0VILqP0VlqTy7wVx8ZVWHv5gszC2vkpx3s7UtRKBSK045KNBQKxUnTUZWivq4BLS0tyMvLQ05ODrKzs2Xj90w+PD3dsXr12tbqx8yrHkBkZIQkGfpkgYH9hItuR1hYKOLi4lFVXQNPTy84ODmjrLQYDS2GMDM1hbmpCdYtmS/ajNrKUql26HQnJi6++u558PAOQG5WKr59dx6s7Fzg7BMCB1dfcQJiW1dpQQaKMhNRXa4F40w+TM2sJECcfeVdsLK2gr2NFf736uMYNv1KhAX5ICe/BGbm5mioLMAfX3ctCepu+Ho4dM/G0U2SBbbrNDd2vRWKmpiQoVOQvGvNCbVQ8f0MGkwB/055n9oyfeIofHCVP8qMPXH960u7rZWKg/jmTQb+jAM2ZqDPIPdz97oOq0gKhUJxpqMSDYVCcdK0r1Jcd+0N8s+Kl5eXbJ6enq3f29nZtT6PU7+ZeFjYuWFnQjZ274jBwjbBOFt0LGwdYWnjgKqyApiYWiB0yHgYGRrKP1r1dbVwdXNFaWEe9m5bCyNjY9EPmJiai9Utg+DayjLUVpWKLeupaCUo0uX12Lv6iLsUE48yBulZCagqLcB5194n1YHKokxJlGZe/yQcbG3g7GSPxJRMONrbImbDCpkcXl6Ug8qS/B4PKm2dPER4TwqzElFZnHvSx7Kyd5F2MzqEdRU6glWU5KEsv+MI393dDd8+cSFCbarw7Mp6fPHd6W2lcjAHnp4MfL5d04n0FfjZkVkwxVldrsgpFArFmYQSgysUipOmvUD6WBoNCwuLo5KPcy+5DsZGebCw90DwkCmyn7d/CEysHESQnBa3EzUVJagszhPHKhe/cBTmZGLNb/+Ttieu0JuYWR76aoHmQz8z6bB385FZGwZGxjA0MBQ9RmNdLaoriqUyETV4BPoPHY392zdgzaKfZNWdK/YGBoai/6C1K7+2tDSjMDMORdmJ8jsLawc4uPuh3/CZcs6qRmPoyithdGjJpq6iBOUGBjAxbIapqQkqS3KRuH2FiMM5YyMgitdkJK1KnFHB6+mO3ny2KrE1ys7FS+4fLYWZJJ0qvG4HNz8JkMuLso+7PxMctpl1lmSQvLx8zLz3Uzx71+V4flIzxg94AHc9/8lpaaXysQUeGge8sRFIP7YpWY8TEtZfPnNuLo69fSkKhULRLaiKhkKh6DUuvO5emfidn52Gv795S8TCM6+8F26urjA2aMb7z97Zuu+cq+9Do6ElmhvrkZ+dKi0/7PU/ngZCkgYjExgZaVUPYzNzmJiYw87JDYZGBmhuakFNVYUkIi1NTWhsrBPnquamRtla5GvDIU1GI5oa6kWbIaLylmacf83dKC6pgIW5GRZ+/iJ8wqLlvExCdC3Nsn/y7jVHXpOBgbRo2Tp7iMiax60ozhPL34ba41vtHq/i4OrTT0TxbI06GT3F6WqhsrZ3hatfOFL2rO3ysadNGI0PrglEhaEzrn9jBfadQitVmDNw23DgxTVAoTarsc99/qlJOhGNkaLv8swzz+CCCy7A4MGDe/tSFIo+g0o0FApFr8LgnxO9OU/D1S8MXu6uiIoei30x67Fm8XyZFu7sFYwxU2bDwcEeTQ0N+Prd52BmZQtzK1uZME3oJFVXU4H66gr5yinWx9IfTDznMkRFj5PzbFj+O8yt7STRsbRxlDkSdLDiP5FMZpjcNDc3QdfcLEP5jOgudUggHhwxGBY29qgsLxcXLCsrG1SXF6CwsACuPsFwcrBHXWURls3/GE0NtdLa1dE9sHF0h62zp+g+6murpNpRWZLXJS0EEyknryA4uPqgqrxI7uWpJixdSWj4vnAie0fwffGPGoOknf+csCDezc0V3z71f+hnXYbnV9bjs+9+PeHrG+kNzI0Enl2tOUwpzh5GjhyJDRs2YOnSpZgzZw76ClZWVjAzM0NJSYn8/OWXX8Le3h4XXnhhr14XDTAeeughXHfddVIZrq2tRWJiIj799FN8/vnnss/q1auxe/du3HfffT1yTT19PkXvoVqnFApFr8JAOrj/UEQOn4Sm2nJsXr4ANk7u8A0fhun23ti/bRXSY7chPDIStjZWSE+ORVV5oWg3GLRT/M2vbI+S5MPSVoJ2WrayfUifLDDx0Cch1GywXYqbHuotuLWF7VNaQmMnm4U1ExATWZ9hIF9bXYGNS2JFjD7p4v/AycUFpiamMDU1RlFhISzNzVHf0ARjCwd4Bg2Qdi9WWPQwAG+sr9NcruprUV6YKT9zH0tbR5mezcSmprxI9B382jZR4T7Uj7B6QltaDsA7UTH8qbRQMQlkO1hFuxYq3jcmj+n7N5+U61Z+fgFm3fM/PH3n5Zg3WYdxA+7Dnc9/1uVWqhnBwChf4PEVQGPvDh5XdAM33ngj3nvvPfnq4eGB3NyT1xydTqqrq2Xri5WWW2+9FXfeeSe2b98OW1tbDBs2DA4ODid8LCMjo6McBRWKY6EqGgqFote578VP0disQ1NjI375/E2cd/WdqKtvhLGRIVb/fUg/IZsho1hw0oamqTAUq1bRVRxjdgb3MzY2g5GJqWzGxqawdXaHkZGJBMLVlWWHWqXqpWLCxITBP1o6j1KZAOiPyYTG2dMXVhaWCA32w7Z1KwALRzg4usDLwwXJaZmwtrJEZVkxEvZt15KBQwmDpgcxllYnbQ6IyRHzQJhYsILCqgcfo5Dc1dVNZoxUlBVj85IfUF1eJNff0zChCJYWqtVHnD8gaiyKcpJPSXSuZ8r4Ufjo2hBUGtjhujf/OW4r1RUDADdr4O1N6n9uZyOsGjCxYKD87LPPYu/evXj55Zdbfz9hwgSsWbMGM2bMwCuvvIKwsDBs3rwZl112GYYOHYo333xT9GF///03brrpJlndJ/xbe+SRR3DLLbfA3d0dCQkJeP7557FgwYIjjjtlyhT897//RUREhKzIX3/99bJv+9Ypfj9v3rwjrn3ixIl4+umncfDgQdx1112tjzs7O4sz36xZs/DPP/90+tppB37gwIHjPtYeWo7//vvveO655zr8PSsvrHa0xd/fXza+Zl7XCy+8gKioKEyfPh3r1q075r3SX9drr72GcePGSfK1fPlyqV4UFxd3er709PRjvg7FmYmqaCgUil4nLfGA1quechDFOckoy09v7V3Pit/eLed88JUvJHBvqK/D5289Awtre6lYmFnaSvuSRWv7lAY1Ghzix7YmqYxUlaOmqgR1laVi53v+NfeiucUM+/fuxpq/vsU1D7yGqpp6lJWVSZLh7+uFFi83LPvhrUOJkWGHyZJejC6JU5vHaKlLVy0rWzv8+L+XsGTdTuzcnwS7Q/MwmIy0RdOTsFqiaU6O/J46k1PvJ6JGJSdpN7xDhyL94BZ5zD2gvwjcT0eSQVat24xx8cn4+slLseiBKDy/Kgyffnc4oNHDNPPuUUBxDfBW1w2xFGcYl1xyCeLi4iS4/e677/D2228fkWjoYZDPFXy64f3888+ycdbPFVdcAWtrawm8Gey/+uqrsv9jjz2Gq666Crfddpu0FY0fP16OX1hYKIG1nhdffBEPPPCAPP6///0PX3zxBcaOHXvU+V9//XWEh4dL9YDJCGFL1WeffYb3339fjtHQoP0N8rxMNI6VZMyePRu//vqrBO47duxoTbr4nA8//FCSrs6g1fjkyZNlv6KioqN+f8899yA0NBT79++XRIjw9TH4J0zYHnzwQaSkpKC0tPS494oOg7wuvlYmFzQCYXLG94CJWmfnU5ydqERDoVD0Ou2FsD0hjGUSw2QmPemgBMXHC4xNza1haecoCQnbqCh0NrWwkrYlJgPZBZwPUSYzKi6/579oatbBztZahgGam5tJZYKzQigi1+Hk+3mKs4HSkhL4erhg9T+rxE2qI1gZMTEzl3YtVlyYpJhb28tX/sxKzOlITNhu5uDmD1snTxgYGkirWfoJWN92tZXqnHs/xJN3XolnJjdi/IB7cMfzX7S2UpkYAo9PAGKygcXa4rLiBPnmm2/g5OTU4+flCvc111zT5f3ZLsWgllCjwaCW1Ya1a480HHjyySexaZP2OaQOgcFyYGAgUlNT5TEG7ZMmTZJEw9TUFI8//jimTp2KLVu0hJn7MYFgy1HbROOJJ55o/ZnHXLx4segymMS0hav4rJbwdxxgque3336TROP888/HL79oNs5c3f/qq686fc0zZ86UfW+//fbWJEN/DlYbVq5cKe1MrDp0xP333y+vlwkHqx+8L3/88YfcP1JRUSFJD5Oytteqh8kAz0G6cq+Y4LGKwnul54YbbkBWVhZCQkIkOTnW+RRnFyrRUCgU/0pONJlpqKuS7Vg2rWzruv3J91BZXYfKqmoYm5jAx9sD5mam0qJ1uhKoDWtWSK/0sY7HFqv6Gm5d0zVIYsIkxFSbmC6JiZVd6/cdJyZai1l9TQWGz7gCDo6OaKwsOO2JhpyvuRnPvvMN1rOV6jpbrH3najz8QxxcHe0xxiQG367NxJbTb7D1r4FJhqurK/oyXAUfPnx4q7ian4n58+dL8tE+0WBLlR4GswzK9UmG/jEeiwQHB0t1YMWKFUccg0E1A+bOjqvXhvC+Hcvauy1MSL799lsJvJk8sM2qf//+OO+88zrcn4sYTE5YFWAy0llCwtYlJg7UYLQnNjZWzsHWsTFjxkgF4q+//pJj3Xzzzce95rbH7Mq9GjhwoCRxHWmqgoKCJNFQ/HtQiYZCoVCcLlpaUFVWCE/vANTZWsLUzAw11VVoMTaUCsrpgi0M7EE/nUhiUsutq4mJcWsSwq9+vt6wt7eDAdzRnfyzbjPGx6fg+5dvwWeffAAYmaKutgavrJvNyS7deu6zGVYW+vp5mVCYmJjIsM+2gTiDd66ic2VeT2PjYc0Qq4ltf9Y/RjcmwlYqcs4550gLU1vaVyraH5foj9NV2FJEfQe1ImyrYptRRkbHCxg8B9uW3n33XfznP/8RzUT7oalsSaLmpG21o6PjMGHg9s477+DKK6+UyhBbwdLS0o55vW0F7l25V9yHiQx1HO3pK8J9Rc+hEg2FQqE4jXz77pEC0O4gOTlZRJhc5dSLWXsaVmjovKW30S3JS4ODvaar6W64Gv3xkli8NkWrsphbWMrQyK6uKiuO5kTal3oDVvB4jWwDorC4LQsXLsTll1+Ojz/++KSOTXF2XV0dfH19j2iTOlXYHsTrbg+1CQz4WU2gZoRJ0rGgtoLHoe6DFQl9VYWVBSYYbN9i+1VH1tnHes36YxzrWk/mXu3cuRNz586VBKYzh6qunk9x5qMSDYVCoTjDYEWDsOf8eI4zPUVPD5zbsmWr9HhbWlrKV06mV5y9cF4G7Vipt2hbuSB0O2K142QTjaqqKgni33rrLalOcEYHtR8M6nku6ldOBgbarDyy5YuVm/JDs3aIXhTOagGF6ceDdr48nj5BIHwu52P8+eefYkjRGWzR2rhxo2gzqNMICAgQAX18fLwI6/XXOmLECJmzwfuhnwVyMvfqgw8+kCTqxx9/FA0Mj8WWKzp/0emL19rR+U4kUVKcWfCdVZva1KY2tZ0hm6mpqW7btm26c889t9evpTc3Hx8f3dy5F8nX3r4WtXXv9ueff+r+/vvvDn8XHR2tI1FRUboJEybI93Z2dq2/v/baa3WlpaVHPOeZZ57R7dq164jH7r77bl1sbKyuvr5el5+fr1uyZIlu3Lhx8ruOjjtw4EB5zM/Pr8NjOjs765YtW6arqKiQ/XgM/e+srKx0VVVVuvfff7/b791NN92kW7Vqlbymuro6XVpamu6LL77Q+fr6tu4TEhKi27Rpk666urr1NXX0mrtyr7gFBwfrFixYoCspKZFjHjx4UPfmm28e83y9/RlTG7plU3M0FAqF4gyEAlG2LtDeU6FQnFlwJZ8tkNHR0UcJzhWKswnVOqVQKBRnaPsUHVwUCsWZg7GxsTh80YqW9rAqyVCc7ZyYVYJCoVAo+gRcDaVGQ6FQnDlQy0CdBCsZHHinUJztqIqGQqFQnKEVDfr300qSYkqFQtH34bwPWvIqFP8WVEVDoVAozmDnKTrIKBQKhULRF1GJhkKhUJyB0B6SNpFKp6FQKBSKvopKNBQKheIMhBOKs7KylE5DoVAoFH0WlWgoFArFGSwIVxUNhUKhUPRVVKKhUCgUZ7BOQ1U0FAqFQtFXUYmGQqFQnMEVDWdnZ9jY2PT2pSgUCoVCcRQq0VAoFIoz3HlKVTUUit7nmWeeUQP4ToIJEyZAp9PBzs6uW47/3HPP4eOPP8a/bfK8TqfDwIEDO91nxowZ8nntCbtlndrUpja1qe3M20xMTHRbt27VXXjhhb1+LWpTW09tI0eO1DU1Nen+/vvvXr+WtpuVlZXO0dGx9ecvv/xS9/vvv/f6dek3c3NzXXFxsa6wsFBnamra69fT9t8xNze31p+vvfZaXWlp6Wk5No9bXl6u8/X1PeJ9IR999NFR+7///vvyO+7T1XNMmDBBnmNnZ9cr9+/LDj5nfn5+ck0DBw485nO3bdumu+qqq7r1+lRFQ6FQKM5g56n09HQlCFf8q7jxxhvx3nvvYfz48fDw8EBfobq6GiUlJeirzJ07FwcOHEBcXBwuuOAC9KV/x/Lz87vl2DfddBM2bdqEjIyMIx7nz5dddhnMzc1bHzMzM8MVV1wh/6b+W/jqq69w9913d+s5VKKhUCgUZ3j7lEo0FP8WrKyscOmll+Kjjz7CokWLcN1113XYhjN9+nTs3LkTNTU1WLVqFVxcXDBz5kwcPPj/7d17UFXV2wfwhVwc0LdU8tKgeL8QlhKKjpqNWoRhzSvaFF10tNGZyhQ18ZbaeJnpD2e0zJqJ1MlyvItmIQhJKGqKVyxM6FXBVwkFU8AbRus332d+e88+hwMeTgcP0Pczs4Zz9tln7cvZ2Xr2etbaOermzZtqw4YNyt/f3/we0kfmzJkj/z3hO6dOnZKGuX29w4cPV1lZWRJUHDx4UPXo0cNh6hReY9/QoMf3UFAH9gVBkhXGWd27d0/qrkloaKhTy2oK0L799lspeG0P+zh58mS1e/duOT6cq4EDB8q/L+np6aq8vFyO2T5V8+WXX1bHjx9Xd+7ckXFjCxcuVN7e3jb1Yns7duyQenNzc9VLL73kMHUKr9H4bdGihXnecC4XLFigzpw5U2Wfcb6RGlUdBBM4Hnu4Ni5duqRiYmLMZXiNAMQ+/a2mawMpSj/99JO8vnHjhuzvunXrzNSkAwcOqD///FMVFxfLfljPnZHehOsZ5xXnD8eIANrQpEkT9dVXX5nbRpBoDQyqu84M2N6+ffvkvGO/8XtaYZ/69+9f5+m3Hu0yY2FhYWFxvUyaNEmnpKR4fD9YWB5GmTBhgqR74HV0dLTOy8tzmMZy6NAhPWjQIN23b1+dm5ur09PTdXJysrwfMmSIpA/Fx8eb35s3b57OycnRkZGRunPnzpK+c+fOHT106FCbeg8fPizLQkJCdEZGhs7MzDTrWLRokT558qSZRrVp0yadlJQk6TsoSBGKjY2V9CVr6lJcXJw+f/58jcf94osv6tu3b+vw8HBzGbZRVFQk233QeevSpYscT4sWLXTLli2lLms6EQpcunRJv/LKK7p79+56x44dsl9paWlyXnr16iXnFcdkfAfn8saNG3rcuHFy3p577jn5zsKFC23qLSgo0K+99pru2rWrXrlypS4tLZX9sE89wjmaOnWq1GmcNxxnUFCQpMv169fPrBe/ZWVlpWzX0TGjfnweERHhMNUI5z01NdVcjtfTpk2Tz6ypUzVdG02aNJHUVcA5w/4+8sgj8r2YmBj5DMeMFKZdu3bp06dPay8vL5v0JpwbrIvz++WXX0qql5GC5+Pjoz/66CP53Tt16qRff/11XV5eLr9RTdeZUTf2G9cO9m3Lli36woUL2tvb2+Z8FBYWyjHV4X+3nv+Hg4WFhYXFtTJixAidlZXlsfxglsZR1vyv0omvP/yC7dZmP9GwR0MUr9Fgunr1qjRUjc+NRuvw4cPNZbNnz5Zl1gYp8vP37Nkjr9HoR+MNYz+s20pISNAbNmyott6RI0fKsqZNm1YJNKrLnce6CDSMhiLKqVOnbBrm9iUqKkrfunXLYWPw6aef1tevX9cffvhhjedt6dKlEjgY77Ff9gEKLF682Hw/YMAAWYbgzlj26quvSpBibZzPmTPHpp433nhDX758udp6AwICZNkLL7xgc26Nf8OqG6Pxww8/6NWrV5vvP/nkE71v375qjxmNe2jfvr3NcuN3eeyxxyRgQMCFguMKDAy0CTRqc2086N/gwMBAWS80NFTeG8GANeDFNY3AY9asWdXWs2rVKr1169YarzOj7okTJ5rLEBxDz549bdY9fvx4jdffPy0+ddpXQkRED23mKc54Q65qFaBU62aqXkOaUkREhBo9erS8r6ysVJs3b5a0nIyMDJt1s7OzzdfI/0fqyIULF2yWoS7o1q2bpGSlpqba1OHn51flvylrvYWFhfK3TZs2kobjDKRIffPNN2rixIlq69atKiwsTPXu3VvSjxxB2g5SjpDmhZQiFEeWLFmikpOT1bFjx6p8hvSb8ePHq2nTppnLkD61fPlySTtCuo2j4zPGTVhTlrAM+4IptcvKymRWo8GDB6v58+eb6yBtCuugIB3Ivl6kACF9DeetNhISEtTatWvVjBkz1N9//y3jKaZPn17t+kZq3N27dx1+jnQmI/0O5xmvS0pKbNapzbVhD99dvHixGjBggKTH4XeA4OBgGStjOHz4sPka1zR+w5CQEHPZu+++K9cLvodjwraRBuWM6q7Xc+fOmcvxGwUEBKi6wkCDiKgBQ07xX3/9JXnUDDTIVddv1//tIqDw9fVVV65cMZehgYjG+5QpU1RpaanNAGMDGtLW98Yyo+HXvHlz+RsdHa0uX75ssx7qtrKvF4x6nIWcezQUg4KC1IQJEySH3n6wsnUbH3zwgfr000/Ve++9Z44HMHTo0EFt2bJFff/99zJOwhGMFWjfvr0EZVY+Pj5qxIgRKi0trcbjq+mYce4wTgDBkD1rA7+m8+8sjCfA74FAs6KiQq6Fbdu2Vbs+Aglo2bKl+doeApfPPvtMXuP82qvNteFof/Pz89WkSZPkmsXxIsBAoOAsjN9AQDhz5kwJSBDczZo1S4IXZzhzvbZq1Updu3ZN1RUGGkREDRjugKGRwmdp0D/x9k5Vr+Eu+bhx4+Ru9t69e20+27lzp4qNjXX5WQkY9IxGMe4Y79+/3017rKQxbB0Ubfjll1/krjUaoLgrjyCpJp9//rnUgwYneg+Mu9S4044AIykpSe7KW3sm7AO0jRs3qmXLltksRy8EPrMGGrWFQdU9e/aUQeB1fd7wb93XX38twRnW2bRpU7W9FYB9Qs/JE088ofLy8hyug14gNPxx7lJSUly6NrAvYN1nNN579eolv3FmZqYsw2/nCAZoY9C4UUd4eLgZ/OA7mDULkx8Y7Cf/qO58OQMzbdX1TSoGGkREDRz+h8qZp6gxGzVqlNyZXrNmjU3PBWzfvl0azK4GGphNCY34FStWyN1eNAwxAxIaedjW+vXrXar34sWL0puAlC+k5KDRi95Ho1cDjUmkdCUmJj6wLsxUhfrQ8DXgu7i7/d1330kqkSNI2cEMT0jNsqbrAI4L28Z5xcxIrkBqEIId3OxA7wL2A+lUSAfDTFGuwHEiNQuzcJ0+fVpSrYwULJy3s2fP1thwNyB4QBA1ZMgQtWvXLofrYH+NNCVH59CZawO9FvgurlEEfdhXY6apyZMnS8oSApWPP/7Y4T6gJwWBEI4LqWD4PdDTAliOABuzqCH176233pJZoqxpgI6uM2chyEHPjDV9y904vS0RUSMYp8EeDWrMjDvv9kEGINBA4+vJJ590uX40ijHOYe7cudLgw51upMtYG3S1hTEFyIVH7wUandaGMXoYEHTg74NScKypOEagYu3NqS7IADRSEZBgWl17WIZG8Ztvvqlchd4lNLDREMa0vz///LM0lv/JsyjQ6MUdfKR64bzFx8ebn/3+++9yhx/TvB49evSBdSEwwRS3NT39GulIKK5eG0iLQvoYAgmMYUEAiSAH2w0PD5ceLAQqCAodwdS5KAiqEBQhKDTGiiB4RloazsWRI0dUYGCg9HA5e509CHoCMdWzEcjVlTobac7CwsLCUvdl2LBhMvOUMV0kCwtL/S6YFQjTtYaFhXl8XxpawZTG06dPd3r9I0eOyNS69fEacObp3XVVMAtWcXGxTJtbl9thjwYRUSOaeYqI6i8MwG7btq1aunSp3P3nBA7OQxoYxrO0a9fOfCieM5C+hPNOtjp16iQzWiH1qi7xzBMRNXCYWhOziyDQqG7mGSLyPKS1YOYopLqMHTvW07vToGBmJBQEDngKt7OQkoRCtvD/iofx/wsGGkREDRxytHFXigPCieo3PO+jpvECVL3Gdt7y8/Mb3TE5wtQpIqJGgAPCiYiovmGgQUTUCJRcL1F9+z4lD/AiIiKqD7z+OyqciIgaKAQXaT+myMOXME1h5PMjZdwGERGRJ7FHg4iogYuI6C9BBvj7+8t7IiIiT2OgQUTUwB09miVPzwX8xXsiIiJPY+oUEVEjSZ9CTwaCDKZNERFRfcAeDSKiRgDBxfbtOxhkEHnAokWLHvjwvY4dOyqtterTp89D2y8iT2OPBhEREdVakyZN1DPPPKMef/xxVVhYqA4cOCDPdKlrAwcOVJmZmSo5OVmNGjVK1QfNmjWTcVLXr1+X93hydYsWLdTo0aNtzlfr1q1VcXGxqqys9ODeEj087NEgIiKiWkED+sKFC/KU640bN8pfvLc2rOvK22+/rVatWqWGDh0qQU59cOvWLTPIqA6CsKKiIgYZ9K+DHg0WFhYWFhYWlgeW0aNH68rKSl1eXqavFP6/zi84L3/xHsvxeV1tu1mzZrq0tFT36NFDb9y4Uc+dO9f87Nlnn9UQGRmpT5w4oW/fvq1//PFH3bp1ax0VFaVzcnL0zZs39YYNG7S/v7/5PS8vLz1nzhx9/vx5+c6pU6f0mDFjqtQ7fPhwnZWVpW/duqUPHjwo+2Css2jRIn3y5EnztT3U0bFjR3ndp08f83uhoaE6KSlJl5WV6T/++EOvX79eBwYGmp9jP7Kzs2W/iouLdWpqqg4ICPD4NcDCopwvHt8BFhYWFhYWFg8WNF6dKc2bN9cFBQUSVFzM/78qBcvxOdZzpr7a7ueECRP00aNH5XV0dLTOy8urEhAcOnRIDxo0SPft21fn5ubq9PR0nZycLO+HDBmir127puPj483vzZs3T4IQBCidO3fW48eP13fu3NFDhw61qffw4cOyLCQkRGdkZOjMzEyHgQaCoU2bNkkA0bZtWym+vr5VAo1HH31UFxUV6WXLlumePXvK/qWkpEhwhM/btWunKyoqdFxcnHy3d+/e+p133pH6PX29sLAo54vHd4CFhYWFhYXFQwUN/tpCD4ajQAPLa6O2wQYa91OnTpXX3t7e+urVqxII2Pc8GOvPnj1bliGAMJZ98cUXes+ePfLaz89Pl5eX64EDB9psJyEhQXo+qqt35MiRsqxp06ZVAg2UdevW6cTERJs67QON+fPnSwBkXScoKEjW6d69uw4LC5PXwcHBHr9GWFiUi8XH03lbRERE1LDcv19Rq+Xu0KNHDxUREWGOA8FYh82bN8uYjYyMDHO97Oxs8zXGRGD8BMaPWJehHujWrZsM5E5NTbXZlp+fX5VZpKz1YvA7tGnTxuWZ3jD71LBhw1RZWVmVz7p27ar27t2r0tLS1JkzZ1RKSoq837Ztm7px44ZL2yPyBAYaRERE/2J4yCMa287ALFOY7cnX109VVNyr8jmWQ1RUlMxC5cy2nYWAwtfXV125csVc5uXlpe7du6emTJliLrt//775GtPJWt8byzADFDRv3lz+RkdHq8uXL9ush3qt7OsFox5XYNu7d+9Ws2fPrvIZAhkMHn/++efVoEGDVGRkpHr//ffVsmXL1IABA9TFixdd3i7Rw8RAg4iI6F/O2QY/7vwXFBSowMBWqrjkapXPH/mfR1V+Qb6s586pbr29vdW4cePUjBkz5M6+1c6dO1VsbKz67bffal1vTk6Ounv3rgoODlb79+932/5WVFTIPtfkxIkTasyYMRI01DQT1aFDh6QsXrxY5efnS4/OihUr3LavRHWJ09sSERGRUxA8xMXFKX//APVYYBvl59dUehXwF++xfHrcdLc/TwPPy2jZsqVas2aN+vXXX23K9u3bpbfDFeXl5Wr58uXScEcg06VLFxUWFiY9JHjvKgQPTz31lKR7BQYGKh+fqvd1V69erVq1aiXTA/fr10+2jZ6LtWvXSk8J0rvmzp2rwsPDVYcOHVRMTIw8h+Ps2bMu7xfRw8ZAg4iIiJyWmJioxo4dq0pKrqvH2wWp4A6d5W9xSYksx+fuhkAC4xVKS0urfIZAo3///tKwd8WCBQvUkiVLpFGPRjxSw5BKZR3XUVsJCQnq3Llz6tixY/KAvsGDBztMj8Jy9HyglwZjMVauXCljMBCo4VjxrJCkpCSVm5urli5dqmbOnCn7R9RQ8MngRERE1GCeDE5EDQcDDSIiIiIicjumThERERERkdsx0CAiIiIiIrdjoEFERERERG7HQIOIiIiIiNyOgQYREREREbkdAw0iIiIiInI7BhpEREREROR2DDSIiIiIiMjtGGgQEREREZHbMdAgIiIiIiK3Y6BBRERERERux0CDiIiIiIjcjoEGERERERG5HQMNIiIiIiJyOwYaRERERETkdgw0iIiIiIjI7RhoEBERERGR2zHQICIiIiIit2OgQUREREREbsdAg4iIiIiI3I6BBhERERERuR0DDSIiIiIicjsGGkREREREpNztPw2P3ogS0exaAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(10, 10))\n", "\n", "# Set dark background\n", "fig.patch.set_facecolor('black')\n", "ax.set_facecolor('black')\n", "\n", "# extract metapath edges\n", "metapath_edges = edges_with_mp[(\"amenity\", \"metapath_0\", \"amenity\")]\n", "\n", "# Plot all edges: street dual edges, street dual nodes (segments), Amenity to segment links, and metapaths\n", "street_dual_nodes.centroid.plot(ax=ax, color=\"#778ca3\", markersize=1, alpha=0.8, zorder=1) # Muted blue-gray for street dual nodes (segments)\n", "street_dual_edges.plot(ax=ax, color=\"#415a77\", linewidth=0.5, alpha=0.8, zorder=1) # Muted blue-gray for street dual edges\n", "amenity_to_segment.plot(ax=ax, color=\"white\", linewidth=1.0, alpha=0.8, zorder=2) # White for Amenity links (increased linewidth and alpha for visibility)\n", "if not metapath_edges.empty:\n", " metapath_edges.plot(ax=ax, color=\"#f77f00\", linewidth=0.5, alpha=0.8, zorder=3) # Warm orange for metapaths (reduced linewidth)\n", "\n", "# Treat all amenities as the same nodes: use a single color for all Amenities\n", "amenity_color = \"#e0e1dd\" # Light beige for Amenities\n", "ax.scatter(\n", " amenities.geometry.x,\n", " amenities.geometry.y,\n", " s=3,\n", " color=amenity_color,\n", " zorder=4,\n", ")\n", "\n", "ax.set_title(\"Amenity Metapaths in Soho, London - 5-street hop\", fontsize=16, pad=16, color=\"#e0e1dd\") # Light title\n", "ax.set_axis_off()\n", "\n", "legend_elements = [\n", " Line2D([0], [0], marker=\"o\", color=\"#778ca3\", lw=2, alpha=0.8, label=\"Street Segments\"),\n", " Line2D([0], [0], color=\"#415a77\", lw=2, alpha=0.8, label=\"Street ↔ Street\"),\n", " Line2D([0], [0], color=\"white\", lw=2, alpha=0.8, label=\"Amenity ↔ Street\"),\n", " Line2D([0], [0], color=\"#f77f00\", lw=2, alpha=0.8, label=\"Amenity ↔ Amenity (Metapath)\"),\n", " Line2D([0], [0], marker=\"o\", color=\"w\", label=\"Amenities\", markerfacecolor=amenity_color, markersize=6),\n", "]\n", "ax.legend(handles=legend_elements, loc=\"lower right\", frameon=False, fontsize=10, labelcolor='white')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "e1fe6272", "metadata": {}, "source": [ "By stacking metapaths while adding the relations, we can see the growth of metapaths:" ] }, { "cell_type": "code", "execution_count": 11, "id": "2510a3d7", "metadata": {}, "outputs": [], "source": [ "metapaths = []\n", "metapath_edges = []\n", "\n", "for i in range(0, 10):\n", " metapaths = [[(\"amenity\", \"is_nearby\", \"segment\")] + [(\"segment\", \"connects\", \"segment\")] * i + [(\"segment\", \"is_nearby\", \"amenity\")]]\n", "\n", " nodes_with_mp, edges_with_mp = c2g.add_metapaths(\n", " (nodes, edges),\n", " metapaths,\n", " edge_attr=\"distance_m\",\n", " edge_attr_agg=\"sum\",\n", " )\n", " metapath_edges.append(edges_with_mp[(f\"amenity\", \"metapath_0\", \"amenity\")])" ] }, { "cell_type": "code", "execution_count": null, "id": "ad4d9fc3", "metadata": {}, "outputs": [], "source": [ "fig, ax = plt.subplots(figsize=(10, 10))\n", "\n", "# Set dark background\n", "fig.patch.set_facecolor('black')\n", "ax.set_facecolor('black')\n", "\n", "# Plot static parts\n", "street_dual_nodes.centroid.plot(ax=ax, color=\"#778ca3\", markersize=1, alpha=0.8, zorder=1)\n", "street_dual_edges.plot(ax=ax, color=\"#415a77\", linewidth=0.5, alpha=0.8, zorder=1)\n", "amenity_to_segment.plot(ax=ax, color=\"white\", linewidth=1.0, alpha=0.8, zorder=2)\n", "ax.scatter(\n", " amenities.geometry.x,\n", " amenities.geometry.y,\n", " s=3,\n", " color=amenity_color,\n", " zorder=4,\n", ")\n", "\n", "ax.set_title(\"Amenity Metapaths in Soho, London - 1-street hop\", fontsize=16, pad=16, color=\"#e0e1dd\")\n", "ax.set_axis_off()\n", "\n", "legend_elements = [\n", " Line2D([0], [0], marker=\"o\", color=\"#778ca3\", lw=2, alpha=0.8, label=\"Street Segments\"),\n", " Line2D([0], [0], color=\"#415a77\", lw=2, alpha=0.8, label=\"Street ↔ Street\"),\n", " Line2D([0], [0], color=\"white\", lw=2, alpha=0.8, label=\"Amenity ↔ Street\"),\n", " Line2D([0], [0], color=\"#f77f00\", lw=2, alpha=0.8, label=\"Amenity ↔ Amenity (Metapath)\"),\n", " Line2D([0], [0], marker=\"o\", color=\"w\", label=\"Amenities\", markerfacecolor=amenity_color, markersize=6),\n", "]\n", "ax.legend(handles=legend_elements, loc=\"lower right\", frameon=False, fontsize=10, labelcolor='white')\n", "\n", "# Animate the metapaths one by one\n", "def animate(frame):\n", " hop = frame + 1\n", " ax.set_title(f\"Amenity Metapaths in Soho, London - {hop}-street hop\", fontsize=16, pad=16, color=\"#e0e1dd\")\n", " if not metapath_edges[frame].empty:\n", " metapath_edges[frame].plot(ax=ax, color=\"#f77f00\", linewidth=0.5, alpha=0.8, zorder=3)\n", "\n", "anim = FuncAnimation(fig, animate, frames=len(metapath_edges), interval=1000, repeat=True)\n", "anim.save('../_static/metapath.gif', writer='pillow')" ] }, { "cell_type": "markdown", "id": "c0549946", "metadata": {}, "source": [ "![Metapath Animation](https://city2graph.net/_static/metapath.gif)" ] } ], "metadata": { "kernelspec": { "display_name": "city2graph (3.13.5)", "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": "3.13.5" } }, "nbformat": 4, "nbformat_minor": 5 }