diff --git a/FixBikeMVP.ipynb b/FixBikeMVP.ipynb
index ce246c0..75b448f 100644
--- a/FixBikeMVP.ipynb
+++ b/FixBikeMVP.ipynb
@@ -13,10 +13,14 @@
{
"cell_type": "code",
"id": "1b6a69660258f567",
- "metadata": {},
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T06:58:44.341479Z",
+ "start_time": "2026-06-24T06:58:42.885543Z"
+ }
+ },
"source": [
"# import packages\n",
- "import pandas as pd\n",
"import osmnx as ox\n",
"import matplotlib.pyplot as plt\n",
"import os\n",
@@ -26,7 +30,7 @@
"from fixbikenet.functions import *"
],
"outputs": [],
- "execution_count": null
+ "execution_count": 1
},
{
"cell_type": "markdown",
@@ -39,20 +43,26 @@
{
"cell_type": "code",
"id": "9173dd015d3280f3",
- "metadata": {},
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T06:58:45.373538Z",
+ "start_time": "2026-06-24T06:58:45.356319Z"
+ }
+ },
"source": [
"city_name = 'Copenhagen Municipality' # used for Overpass API query\n",
- "proj_crs = \"EPSG:25832\"\n",
+ "proj_crs = \"3857\"\n",
"\n",
"radius = 2500 # in meters; used to cut-off paths for betweenness centrality compute\n",
- "maxgap = 200 # in meters; maximum distance between node pairs to be considered as potential gap\n",
+ "maxgap = 1000 # in meters; maximum distance between node pairs to be considered as potential gap\n",
"penalty = {\n",
" 0: 5,\n",
" 1: 1\n",
- "} # factor by which length is multiplied to get weight for NONprotected edges"
+ "} # factor by which length is multiplied to get weight for NONprotected edges\n",
+ "ox.settings.useful_tags_way = [\"highway\", \"cycleway\", \"cycleway:right\", \"cycleway:left\", \"cycleway:both\", \"cyclestreet\"]"
],
"outputs": [],
- "execution_count": null
+ "execution_count": 2
},
{
"cell_type": "markdown",
@@ -65,7 +75,12 @@
{
"cell_type": "code",
"id": "a9a51035deb92425",
- "metadata": {},
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T06:59:12.661583Z",
+ "start_time": "2026-06-24T06:58:47.044239Z"
+ }
+ },
"source": [
"# fetch street network data from osmnx\n",
"g = ox.graph_from_place(\n",
@@ -73,16 +88,21 @@
")\n",
"g = ox.simplify_graph(\n",
" g,\n",
- " edge_attrs_differ=['highway']\n",
+ " edge_attrs_differ=['cycleway', 'highway', 'cycleway:right', 'cycleway:left', 'cycleway:both'],\n",
")"
],
"outputs": [],
- "execution_count": null
+ "execution_count": 3
},
{
"cell_type": "code",
"id": "a8b4eed5",
- "metadata": {},
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T06:59:23.934089Z",
+ "start_time": "2026-06-24T06:59:22.227213Z"
+ }
+ },
"source": [
"# export osmnx data to gdfs\n",
"nodes_gdf, edges_gdf = ox.graph_to_gdfs(\n",
@@ -100,7 +120,7 @@
"# edges_gdf.plot()"
],
"outputs": [],
- "execution_count": null
+ "execution_count": 4
},
{
"cell_type": "markdown",
@@ -115,20 +135,30 @@
{
"cell_type": "code",
"id": "88d8fac193b19315",
- "metadata": {},
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T06:59:30.898981Z",
+ "start_time": "2026-06-24T06:59:30.676707Z"
+ }
+ },
"source": [
"g = map_edges_to_bike_infrastructure(g)"
],
"outputs": [],
- "execution_count": null
+ "execution_count": 5
},
{
- "metadata": {},
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T06:59:32.416509Z",
+ "start_time": "2026-06-24T06:59:31.706719Z"
+ }
+ },
"cell_type": "code",
"source": "edges_gdf = bike_infra_mapping_gdf(g, edges_gdf)",
"id": "a13ea687c19fb256",
"outputs": [],
- "execution_count": null
+ "execution_count": 6
},
{
"cell_type": "markdown",
@@ -147,17 +177,27 @@
{
"cell_type": "code",
"id": "33e3d0a5d6637eee",
- "metadata": {},
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:01:30.541869Z",
+ "start_time": "2026-06-24T06:59:33.674181Z"
+ }
+ },
"source": [
"edges_to_drop = find_edges_to_drop(g)"
],
"outputs": [],
- "execution_count": null
+ "execution_count": 7
},
{
"cell_type": "code",
"id": "e2670fe4",
- "metadata": {},
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:02:03.045164Z",
+ "start_time": "2026-06-24T07:02:02.811128Z"
+ }
+ },
"source": [
"# sanity check\n",
"print(\"edges before:\", len(g.edges))\n",
@@ -165,8 +205,18 @@
"g.remove_edges_from(edges_to_drop)\n",
"print(\"edges after:\", len(g.edges))"
],
- "outputs": [],
- "execution_count": null
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "edges before: 139992\n",
+ "dropping edges: 92\n",
+ "edges after: 139900\n"
+ ]
+ }
+ ],
+ "execution_count": 8
},
{
"cell_type": "markdown",
@@ -185,13 +235,18 @@
{
"cell_type": "code",
"id": "ac84d5bc",
- "metadata": {},
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:02:04.711984Z",
+ "start_time": "2026-06-24T07:02:04.343343Z"
+ }
+ },
"source": [
"# Capital-G: the Graph() object we will be working with from now on\n",
"G = nx.Graph(g)"
],
"outputs": [],
- "execution_count": null
+ "execution_count": 9
},
{
"cell_type": "markdown",
@@ -206,12 +261,21 @@
{
"cell_type": "code",
"id": "c6bc1fa5",
- "metadata": {},
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:02:08.375623Z",
+ "start_time": "2026-06-24T07:02:07.202204Z"
+ }
+ },
"source": [
- "G = weigh_edges(G, penalty)"
+ "G = weigh_edges(G, penalty)\n",
+ "nodes_gdf = graph_nodes_to_gdf(G)\n",
+ "edges_gdf = graph_edges_to_gdf(G)\n",
+ "nodes_gdf = nodes_gdf.to_crs(proj_crs)\n",
+ "edges_gdf = edges_gdf.to_crs(proj_crs)"
],
"outputs": [],
- "execution_count": null
+ "execution_count": 12
},
{
"cell_type": "markdown",
@@ -226,13 +290,26 @@
{
"cell_type": "code",
"id": "602e50f5",
- "metadata": {},
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:02:10.261077Z",
+ "start_time": "2026-06-24T07:02:10.101589Z"
+ }
+ },
"source": [
"contact_nodes = find_contact_nodes(G)\n",
"print(\"contact nodes found:\", len(contact_nodes))"
],
- "outputs": [],
- "execution_count": null
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "contact nodes found: 8598\n"
+ ]
+ }
+ ],
+ "execution_count": 13
},
{
"cell_type": "markdown",
@@ -247,13 +324,26 @@
{
"cell_type": "code",
"id": "a01da088",
- "metadata": {},
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:02:15.055556Z",
+ "start_time": "2026-06-24T07:02:11.803561Z"
+ }
+ },
"source": [
"potential_gaps = find_potential_gaps(contact_nodes, nodes_gdf, maxgap)\n",
"print(\"potential gaps found:\", len(potential_gaps))"
],
- "outputs": [],
- "execution_count": null
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "potential gaps found: 1088968\n"
+ ]
+ }
+ ],
+ "execution_count": 14
},
{
"cell_type": "markdown",
@@ -270,12 +360,38 @@
{
"cell_type": "code",
"id": "43c578c3",
- "metadata": {},
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:16:37.062616Z",
+ "start_time": "2026-06-24T07:02:16.918377Z"
+ }
+ },
"source": [
"found_gaps, found_gaps_nsp = find_actual_gaps(G, potential_gaps)"
],
"outputs": [],
- "execution_count": null
+ "execution_count": 15
+ },
+ {
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:18:13.420113Z",
+ "start_time": "2026-06-24T07:18:13.362738Z"
+ }
+ },
+ "cell_type": "code",
+ "source": "print(len(found_gaps))",
+ "id": "7ccd5e8bab1f3744",
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "33886\n"
+ ]
+ }
+ ],
+ "execution_count": 16
},
{
"cell_type": "markdown",
@@ -288,7 +404,12 @@
{
"cell_type": "code",
"id": "b5ca9fdf440935d8",
- "metadata": {},
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:18:17.699095Z",
+ "start_time": "2026-06-24T07:18:17.427913Z"
+ }
+ },
"source": [
"edgelist = []\n",
"for nodelist in found_gaps_nsp:\n",
@@ -297,7 +418,7 @@
"edgelist = list(set(edgelist))"
],
"outputs": [],
- "execution_count": null
+ "execution_count": 17
},
{
"cell_type": "markdown",
@@ -310,10 +431,15 @@
{
"cell_type": "code",
"id": "b1f0c683",
- "metadata": {},
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:23:59.966476Z",
+ "start_time": "2026-06-24T07:18:20.795585Z"
+ }
+ },
"source": "ebc = compute_local_betweenness_centrality(G, nodes_gdf, radius)",
"outputs": [],
- "execution_count": null
+ "execution_count": 18
},
{
"cell_type": "markdown",
@@ -326,12 +452,17 @@
{
"cell_type": "code",
"id": "4c920f49e57db5c",
- "metadata": {},
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:24:50.333268Z",
+ "start_time": "2026-06-24T07:24:49.673680Z"
+ }
+ },
"source": [
"Bs = rank_gaps_by_b(found_gaps_nsp, G, ebc)"
],
"outputs": [],
- "execution_count": null
+ "execution_count": 19
},
{
"cell_type": "markdown",
@@ -344,18 +475,394 @@
{
"cell_type": "code",
"id": "e7adb9bb",
- "metadata": {},
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:24:51.372427Z",
+ "start_time": "2026-06-24T07:24:51.319731Z"
+ }
+ },
"source": [
"df = pd.DataFrame(\n",
" {\n",
" \"gap\": found_gaps,\n",
- " \"B\": Bs,\n",
+ " \"benefit\": Bs,\n",
" \"nodelist\": found_gaps_nsp\n",
" }\n",
")\n",
- "df = df.sort_values(by=\"B\", ascending=False).reset_index(drop=True)\n",
+ "df = df.sort_values(by=\"benefit\", ascending=False).reset_index(drop=True)\n",
"df.head()"
],
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
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+ "start_time": "2026-06-24T07:25:06.904848Z"
+ }
+ },
+ "cell_type": "code",
+ "source": "df = df.iloc[:1000]",
+ "id": "b58f31c96bcec646",
+ "outputs": [],
+ "execution_count": 21
+ },
+ {
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:25:08.324948Z",
+ "start_time": "2026-06-24T07:25:08.295278Z"
+ }
+ },
+ "cell_type": "code",
+ "source": "df.head()",
+ "id": "6edb12db45679f27",
+ "outputs": [
+ {
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+ "output_type": "execute_result"
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+ ],
+ "execution_count": 23
+ },
+ {
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:26:32.901696Z",
+ "start_time": "2026-06-24T07:25:09.881668Z"
+ }
+ },
+ "cell_type": "code",
+ "source": "gap_df = gap_declustering(df, G, ebc)",
+ "id": "6cdb2afcb746f0bd",
+ "outputs": [],
+ "execution_count": 25
+ },
+ {
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:26:53.002290Z",
+ "start_time": "2026-06-24T07:26:52.970543Z"
+ }
+ },
+ "cell_type": "code",
+ "source": "gap_df = gap_df.sort_values(by=\"benefit\", ascending=False).reset_index(drop=True)",
+ "id": "758c0acfbf3ab837",
+ "outputs": [],
+ "execution_count": 26
+ },
+ {
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:26:53.880223Z",
+ "start_time": "2026-06-24T07:26:53.855980Z"
+ }
+ },
+ "cell_type": "code",
+ "source": "gap_df[\"edge_list\"] = gap_df.path.apply(lambda x: get_correct_edgetuples(edges_gdf, x))",
+ "id": "b28b1b931c038894",
+ "outputs": [],
+ "execution_count": 27
+ },
+ {
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:27:12.445679Z",
+ "start_time": "2026-06-24T07:27:12.379762Z"
+ }
+ },
+ "cell_type": "code",
+ "source": "gap_df_slice = gap_df.iloc[:300]",
+ "id": "d5e962f28116d202",
+ "outputs": [],
+ "execution_count": 29
+ },
+ {
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:27:13.785810Z",
+ "start_time": "2026-06-24T07:27:13.536354Z"
+ }
+ },
+ "cell_type": "code",
+ "source": [
+ "# add actual geometries in network to each gap\n",
+ "gdf = create_gdf_with_geoms(gap_df_slice, edges_gdf)"
+ ],
+ "id": "3fede49a4460d000",
+ "outputs": [],
+ "execution_count": 31
+ },
+ {
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:27:14.535986Z",
+ "start_time": "2026-06-24T07:27:14.516010Z"
+ }
+ },
+ "cell_type": "code",
+ "source": "edges_pbi_gdf = edges_gdf[edges_gdf[\"pbi\"] == 1]",
+ "id": "46bdd2f39abca6b9",
+ "outputs": [],
+ "execution_count": 32
+ },
+ {
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:27:17.259654Z",
+ "start_time": "2026-06-24T07:27:16.886451Z"
+ }
+ },
+ "cell_type": "code",
+ "source": [
+ "fig, ax = plt.subplots(1, 1, figsize=(10, 10))\n",
+ "edges_pbi_gdf.plot(ax=ax, color=\"grey\")\n",
+ "gdf.plot(ax=ax, color=\"red\")\n",
+ "ax.set_axis_off()"
+ ],
+ "id": "d99e7792a963950c",
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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"
+ },
+ "metadata": {},
+ "output_type": "display_data",
+ "jetTransient": {
+ "display_id": null
+ }
+ }
+ ],
+ "execution_count": 34
+ },
+ {
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:27:27.551744Z",
+ "start_time": "2026-06-24T07:27:27.268406Z"
+ }
+ },
+ "cell_type": "code",
+ "source": [
+ "fig, ax = plt.subplots(1, 1, figsize=(10, 10))\n",
+ "edges_pbi_gdf.plot(ax=ax, color=\"grey\")\n",
+ "ax.set_axis_off()"
+ ],
+ "id": "6c7906a2c5d6c22e",
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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mQ86VWEPY+dWp6DzIRdILxpMyiDYY//RP//QsG+Rd73pX83XZITrbADF9xCMecfTud7/703zZpwkCM+hTkQVBV/3HeCEC2GA6NH7nd36nIegCgSLohUJhbJTFpdAbag7b8ImcU5Ve+9rXHt11110NqcqBIhbZP/zDP2x+/qY3vakh3cg5WNxe//rXNyc7ploDkv/VX/3VjW+97C4FZIi/+8u+7MuazYJzBGI+FDkHhzQJVL/ru77reAPlaYSgXu1znu+u0A/GjLnE5t2xLDmg1GKhUCiMjSLohV5wKAjl3AYv6WlEGwlfhMXyqquuOrr55puXnrZo8XWsOwXdKY+sMSHpf+fv/J0i6acc1FM1rgV5amKfdPDbP/CBDzwmgqdVQRf0y85tU2+ctU42zh6YMRCrVSpRFQqFwpgogl7oBKr2t33btzUbPJVGZGe5/fbbj1XxZaCar0s186Aj6b5KS3svJF2Vl6c85SlF0k857FtgczkNpQzZMzxXnplYZ8ZSpwXBc0XKGAr6zQV94LAjewPMVU6PHRpEBfXQXddY1WIKhUIhmGfuuDArsBg87WlPO66Q8P73v7+pvjAEbBxF0s8777xmcUbSLa5UMAthedJPL37zN3+zsXx84zd+Y3Nqp2CPLQp5+4M/+INGZfY9GRovxMz3/dv3/fsQcL/73a/JEiDn/+yf/bOlGakhIAA4//zzG3KJaPaxkEyFqNPbtIG/MXcI6PjEZWCGhPnIXPjZn/3ZzVwl+1coFApjoQh6YSMe/ehHN+Sc3eCtb31rUwN6SCBdrDBKNFqgkSvlFyl9PO1vf/vba+PoKQRFlIqOELEueKmgYTOletTtQ65sREbMsn8hNauReKoq5Rih8n9ETtUV/+dd3jeRd4gXIOgf/vCHR/scBPMTn/hEYyH51m/91qM777zzaE7Qr4Ix1rnf+q3f2uo9jAOlL42FoQk6GDvazwb3QqFQGBNF0Atr4aAhlRHgLW95y/GpfUMDEbv11lubzaeIFdsLP+rXfd3XNcTiHe94R/XUlv1n34A+5PWXofBCVOPx9W+vfD8vxHWfFXXsS0DSkXJlOxFtJJ1KSgX2b9Yo/zd+/Fxgh6RT0d07cu97Ni1TqkGg6ed+lvunKEeBN/a8Zywnxp+vgkWfY/+Fv0H6U98/74P08yq79i7gO3dd2t4m6661v7fFz/7szx59/dd/faMwa59s6t4ntLNn/ju/8zubttee21buMV5C0MeA/hFA7DuoKxQKJx9F0AtrQdFGIKjaY5HzAKlRjhFJp1A5Uv3zP//zmwUXkfiRH/mR6q2eOOuss5r+k6XQlm1QKRG1VUA+EdmQd2ozMuX7eekXavVYyq/PZHdCsH/8x3+8898hz/zrqqEg220VPv9mK/FzL6TbmPM32sXnLTuQRnUR7YmE5xAlhNLnaWPviyQi9DZ7OuVylZUk+zoQZW38oz/6o0djQxDjWXZv7mNbpXoIaPeHPvShzYmxAhskHQF+4xvfuPV7Is/Gpf4T4A8d8Bgjqgv9yq/8yqDvWygUCosogl5YC0TkB3/wB0cn5wEFTeqdV1ZwYMG1IH7DN3xDQwbf+973Vo91ROweVN+f/MmfbEg2UoSEemlPpDIkNYTWi9cWGc/vsh8guqlRvegVH4uge28EzhjoA6TZa1MZRPcks0BlR9zdO4KHsPuZNvTSFoi0gAVJz9f2z7wEQUi6YPMxj3lMo+T6ObLOGuZ5SlYCqfc3wHoytnoOPluZU9d53/vetyHoDgpTzvIDH/jAKLaQVXjkIx959OVf/uVNG7KO6Kt77rlnpxrm+sU9GbOCT5vZh4S+NCcJdAqFQmFMFEEvrAWy4ljzKYGssNM84xnPOFarLOTf9E3f1FzPT/zETxzbD9ovhJN9ofDHQKpZKBBVRKVPVQwEPWS9Tdp9RSq1f15D1gJfBGKLcPH9Cg6G3kDJqjD0e1Kn1eKmiiPBSkY+7GEPaxR31pxf+qVfap4pJNL/9QtyPBUQzBwMJrASmMQ2NARiS1P2cN3z6J6p3IJH/dy3assqCEBkJmRehiTo+iunJjv3oVAoFMZEEfTCLMEawNKi/Bxy/jM/8zPNwi8lrqKHhX0V4bIBUB323/7t324U2NNaUxqpBe3Rl/wgVpTMMU5k7Hsdrl9QINgYq8LJkNBmCLgXlRxZp7jqD1kMyrFXNqqyxMgcTQUbKQW0AgZqvzZm3RiCoAuiPJ+yX9TsdVYQgeMYRNfcgaBT0GVGuu4H2IRYmvTVaZ1TCoXCdCiCXpgtKGuIA1JODaOcq5G+ipwDJZBq6eXvqOoI0M/93M81C/c+Nz1OjXjO51hOrw/YQuxDYDsZs8rJGEBCbf70koFgebFp12m8lHb3NHX/IKw2xXpGXIfPZ9ehEO8CirxDxjxjLHH78mnb/Oz+BETub6gMYAJee2MKhUJhbBRBL8waVHSEnHqKpEub86ODGulS2GwWyAGVFemhdNkAxx5jUZWW9mI1sBGPxeA0EPUc+kKpnQr6gHqqrYdSGRG97/iO72jUWaSSBeoQQalG1Cnq/Obx+D/+8Y9vMhw/9VM/Ndm1sIGEoKu97nlhidqlpKnn8gu/8Aubfn/Tm9609Hfcs8DZc6ky01iWNAH5Yx/72CagH4qgtw9R2hUyF9pZRmUOlXQKJw+esW0O/CrMB3WSaGHWsIjxo1NRkW8KJGUdnvSkJzX12eM9l1JHDBFwpzG+9rWvPXr1q1999KEPfahZCFWJcODSRRdddCqOj29bXKaCDMZTn/rUhoQOBYRPHxoD9iEcMgQvsgHIsADzIx/5SPN9AYjNsFPaXMDzxA7GGub5ypjpC8ETCxorz3ve856V+xKQBffJA7/tZ3WBrJmxKEhncxkChAIbrmVAcqDStrjwwguPXvrSl66tolQo7ALr49lnn90ExIXDRBH0wmzAr7tYChCQB5VdLPpULC/1nKlxCDcVcBUoCDajvfKVr2xOQEXiv+ALvuDoOc95TlO94qQCOYniJ90/FZAXgdDQx8lTHJEifTfno+rXQZbHmDNu9YnNmu9+97uPyys6PIg3PdV3xoQsBKuLTb8yTim3uO5ZWgX3w9qCpHtGPZvrINASFIyp7PGJ+xzXpkLNrhC8eJ6QfXOIIF9Asu2zqe9lMeyTKRTGgMzj/e9//2YfV84yKRwWiqAXZgGL32WXXdZs7loG5QCRdGSdOovEUMpZKlR7ka5fB3/3Yz/2Y0evetWrmpQ+IEvLygaeBLAaaCObEKfc6JlynIheAoRdQW3WTwgdFfNrv/ZrRzuIZkywaIUsyvjESoKgI+q84DIEZ555ZuNXHxM+Oyq6RZziDNu0q9M/3Q/C/8M//MNrf9eeEmPD17E3/LK5qA6zTdCxCIGhcpyeKfYk847NsE984hObIKcPzEWyJ4SDqjpVGAuyc9bInIcxVJWmwnQogl6YBUweFu11i53NWbytiJoUuXQ6FYry7hRCC+gmSFHz2WZjHvJ3EsGzDyFeUwHpQtIpl49+9KMHeU/qD6sC1dUmUX5pC84hHbcuA4DMAVL21re+9dMWUzYexC/3l5NOx8Iygq6tPU9dIathfwerBlvZppKbnjf9qLrS2OTU/bkfz8KuG2BzaizYrM7G473NQ7JxLEoJirsGSBT+QmFMCAStmzJA5pQpsnOF4VAEvTAL8JFTpnjF1wEhRwTgW77lWxqFIEfAm4AQwy7I753UI7uj1NqUODUogwiI8pjIZhdQjHPIzyKiNKdeOFVU9RMZkBz0M3ecccYZDcljj3APKo0swli+7bbbmowH0iszxC40drnFlET0/OmHrvsz/O7DH/7w5u8/+tGPNhu4u1S1QWQ3ZbyGsrkgJ8bIrjYX4y1nLwjykXR9JRg1bgU5sn8sdywFY/rrC4Wu8Ly94Q1vaMatZy6lQguHgSLohVnA4se+0EU1/Omf/umGEGQjDIuAjYQWfun2Loh6N9QGsjlBOl5GQvAxtYKeTansBYC0bAqa9Nl3fdd3NRanJz/5yUcXX3zxvTbPUWWproI4rze/+c0NuWQZecQjHnE0dwhUsjCyHGXsLgMvuJN7EUvPggovXYOcvmBJSUWcbWwuAqSv+IqvaIIN6n8XJDAxPrsG07sgpR6TUdoWgitkBzmPiMBHbgM7oi448TuIvMoxNoE6DdmcVCjsE+YcQo25xdxq3iwcBoqgF2YBi58JpOuBLTy7qS3NOhCCwFbRxVeO8MG6agx9Uv1zAtIEjm3fl8eVSkyVRVBsfFwF/YXEsyAIslggBBjIDXKqfxN8RZW0HyEbEXm2pW/nCoTN+ES2ZQAQuk2bI9mEbr311iZT4O+e/exnD7LRcRmSYVENSdCjHnqXIJkaRzkWMH3wgx/sfBiQ7IDAEckVmI2dcpeVEIQIOnYJxv1tTtBtlw+lTApsjPfrrruuUdaVfvW7xqvxPcWegkJhHWSdk52UzRsr6C8MiyLohVnAQk81Rc76lF9UDQOh4AVFMCyEKkpsUudCkpDwRULiPbzf3/t7f68pU0UROxTvnvt2vZANQvsAIpYNgwi6DXVtaE/qd8i7gOv7vu/7jm688cbjTbzqaj/3uc9txgZSZI9B+pUyKsjSV2OR1yGAnCN3AtB/+k//aWPH6gKEV51w6pd/K804Rrm0bOrl8XdtFm59JbBYBeRT3yCg9gT0sVF5bu0BEWSxx5x33nlLbU1DQcAvIDBPyBJsC5VXjEP9uKq+vzmFqu7shiuvvLLJlPg7mcHnP//5RYoKe4N5RMlh82YKK3TZs1XYL4qgF2YBiyhS10fx9Tf8dSm/iGx3tbpkMyrrwcte9rKjxz3uccc/4yFFrKSz/fwpT3lKkxocsrb3WOBdpihrSwr6PiFAoCiCNmRfcX3qYF9xxRVHj3nMY5qfUWBtkkTekFEE7vbbb2/aX78KuCiuCGQ7mPL+SPqcKvG4v4wtqeQEJvrjx3/8xzf+vcAlG5c9C3fffXdzgBEF2Lg0TocMFqn1XgIdwTEfuvdfFygLFFRGYcNJHfc+cHCQcSHYEhi86EUvasbEWHYz+1b46gXd26IdsHQ5yEkAIqsnyIql59xzz62654W9wbi95557jjeNIumV2Zk3iqAXZgHqE0tE302b7fKLFuEcwy21vM6+kgU31R1irUGo1DdGHt72trc1hyIh/Yg6te9Zz3rWYBvAkM+HPexhDQFVhcbLv3l7kQnkBVnrsxEyKqs0+xxOkHvve9/b2FHUe1Ye8ZnPfGZT7xup1q6qDFCWFyEbQk1HUtkpqD0WGIpkoM/8f9dDY4aEoMMYQqilkkE/INpdToxU4/3pT396Y/tB9N0zYv++972v+blsgTEy5ObYqOje27+pzcvOIwDf//qv//rGfvOxj31s46budST92muvbZ5fQYExYeyOselXIGd+8Exvq9YjNP6+76mf5qNbbrmlCRKMVc/4IVUfKpwseA7e+MY3NkKIeTWVpQrzRBnjCrMA1U7Fim0W/JRfZEdhk7FJEfm1GN5www1L64CnHFzUSn/j8zNhUb+k7r1seGTHYDOQJke+fI/vlMrbBxZ5fl/v1fUUQSQNkbHBTnk615RApA33jNRPfWz8pmsX6FBkc8S7e/nVX/3Vo1/+5V9ugrJVcCqs30VUtRtS3yZIfu792A6Mn22PqB8SrsEeAIopsqkv3H+XknrIuSBGJkgGSCZIoOWVzZXGK4KHaN51111r268r9AW7ibEtGNBXy/aC6ANBB8uG+8kGzG3hM17zmtc0nyugZncSEHf1s3eFZ13Q4Xnz7G3zbKQ/t8leGJ/6SoCP6F9wwQXNeQwntYJUYd4QEFsvZXTMOZ6NuawXhXujCHrhRIBCxcfMBoCoWpQRCYo3BWvRN4qQR0mn0rJP2Jjo/3ykOd0REAa+UpMYpU9VDio7YmHh9V55n8UAQwoR8Ud62ALYZKLaI2+UYjaNBBEsHMiAa89XhI2C7CVLgMyYZAUJP/MzP3P8t1HPWVs21aOeGhaBxdrffYAY6WP33SZ4+sa9Ij7I/D6hr11DaonrX4o0gr0Jft/Ych+CPoGIzIA+RZ5j7aEGs9Egi4geK9Cu961vUuI0WZdlh0wJUpF0z0qsG7vCc2mMCzgEvEOT83YQgqB7drchI3lmV/nPN8HcwLqlUpGxTEwwLxUK+4A1TnZTps5mfBupU9GpMB8UQS/MAlGmdlFBqW/URaSGn9Viz5riIBFe9ZA7KrM0PRKE6PhMagJChBwpc7fsOhBCVgUb6fipkRjl1Cy+NuFE4bWI++o9cvpgG6lCglx3IdIh7ewFyBkFH6lB1JEmpM2LGgLxfR86BCPaWDuqLqJ/2/D9EFn9vS+CjryxtegLY466bFy5rq42I+PWGAIk3X0h/MaPDIL3DeF3Iq7xatz5arN0182ny6AdWU4EAt5HwGmsZS8DuJev/MqvbH7XnoGhTqfVbpRzPnh9PBa0GyJiTHme+ma+Yq3aJYBwOJpgjX1NwC4o2XdQWTi9sH+EzcVzbT275ppr9n1JhQUUQS/MAtmssmtZQCo6GwAim42nyMall17apOQR9sXDGqiXCAjygZyvWzSRbeQ4pBsZR2iicCJmi1VhKJMWZ6oFxZxi2ccfjkx4+TuqubaKTYZaq2oLW4XvK/nGH3zo0IcOngJt7Z7meF82gtpHoN8RWkEgAo3IGXP6hX885HsVVEXJ4T3GSxTb+NCzgVKbGAfeU7/LyFDSZXLYn7aFEqcCDFmhBLICQT5z7W9fhGeTrWhXa0vgOXrCE57QjFsE2vMxFrQ/hVAb65O+KnpKribzti3e+c53NuRcJgJR71o/vlAYAzLDCLo10pyz7Z6Swjgogl6YBbJpc1dfJuLrIBukBem2OZF/l+rN3xtPKLIREuTfUdJXkUAkxURG7UvVEOScEk4Vs3CHnCNVqZmM7PRV6zbB9ToYxctirwKGoIIf26bLQ4f2Vfs7gQ5iRbVdhmwq3MeGWD5xGytZmNiKXCMrRa5FsITkskOxb6xCqqYI4ty7cUlBz8ZGP6fg6nf/lk1RFYdSby+Cn7F2UcRSH34bgm5x1uasRIhsCDoi6Zp8LkvNEHBfTt30rHjmBDVjw724L9kzh511zdZp34yzXZ9lc4/gSv8JymS79nVWQeF0wzPoNG6wfmxr3yqMhyLohVkR9CE2vSE2FEWl/KS0eT0RAco5so4QXHLJJcef57Njd2E1aNsFlhFz6igyRIVrX6/3YFmZ0v9NTWW7OSng00fcEjyxPtxxxx0rq2eEOE1Nclwn/6aFrV0msg01wo07hNC/V41tRDhVU/IeFs+0QcZ0bBbUdEFAMkGsUoIAaWpBGvJJ6e4D7yfIoMonm+W6EHa+bcTWYSdDWVsQA0GzoEDWaooASyDtcz3H7k02qwvMAZ5588QQG5F9rv6UQZAJE2gXClPCMy4bJ9NsTNtTModN9oV7owj6KYPFBtm02PBUW5BV06AujbVBqwtyGuRQBAARZwdhA0FeqOopJ+d7yE7IOZLg96mYFm8EvQ8xL6wGAk15Xdz4CoIhwQxrg6+sB/HRA3UYOV83LkMm+5a/2wXGhjHl+ijPqzz/LCeUbSTdc7bKVuH3BJQPechDGuIYiwtFK4Gr8WoB9dl5uWeZGwdCaT9qvv0XMkdefhZl3Jg2xr1WLcTUf9fpOTC+kXMbp/Wha/Q8DQE2GifAgoxPe+PvmECKZRhkPpTDlOHoQkoEf7EYdTlltavnn6XogQ98YBH0wqQwZ6qB7jmU0bE29jlsrDAdiqDPADYLIaZTRLA+wwJl4bd4K+XmRQ20SQuJQNintgxYANlRhtxJLuhAxm0KDRDEHJCDeFDTqZvIDWLCrpCNa0XMNwP5tJER6W4T8JBy5HBZ3fi2z1ogtEikqIr8kRaQVdB/UdCnLFlH9fRyD8tquLfheeKzXmeryOZPgYpDs7SLoCQnkPI/5/9ptyjqxji4DsosP7wFWL9QqHNCL4JOpffM+5nMBALvq8/3b4TV5wmcBO9eiL5gQJZgiDnBWGHvAJt+BQVTQhnJbNK0fyDttw6xG2nvCAm7Ql8j6F1PTi4UhoA5RPlhe5fy3LczdYV5oQj6DKASg4WLWjhmJYPAEdSIjY14HtIcn25BlzZHYKWDHbk+tH96FXw2O8qQx9Pz6CJEVC8LK/LhoBwTElUMkUFQqAcpK4fg5CTIUsw/BeNCIKed2gRcWyF9q2q6G1vIjU16lFJfvVhDqLQCIypi2hwBlW7tMg5ClvTllP5JSn8I5qZNVQggWwVyZ3xrq1XQTuxK2lIJND58f9PeJBp/ejzpbXuE4FZ9Y+MaydZXCf59TbAThT2IMu+r54HVhcJNbddPXkPYMIyFM888s7kX1qz3vOc9R1PDfGZjphNZZQsECF2yYYIV430o4cJ+A/3o/QRg6wLRQmEIEJ+UHTY3xNKJA8xx833hj1EEfc+wWFkcpcstjlOgveEOyZGupzT7t8XdQ6uEH+IkwkZELKhjIkpSlwNdusIkhGSHoKszTUWMKokoqvoCFEa+XZNYEfNPESoBC+tFbCmrYHy0SXibjC9aVIwx6qUxRl1HBC0WFGabBbtWEojdYKogEng2EXT3u1j2cRXpdk+sOzJX6wg6spbDsaL2IseCZe3lBckauIZlljDEHQH0aiMbTBH3vIx3wXF+7rkQIHh2/B+JHmoB19+UO8GUQGJKW1Ib+k2wyVtvTuhS010AKTga6hRhY1Y7yNIt7nspFIZC9q2wzjmBOPsoPHsyZqoKTWUxK/RHEfSZ1Hq2OO+jxJEFXnocGYiH1SKaGuKIs1JuiBblXSp+6IVV9gCB1gbLTsjcFshGNg/aeKidXbvv+0qtjHrmc5EVk9frXve6jWXxTjraZQ6Rc0QTuUT6EOo2Ce+q/iHUAkGvkGvtL1NDae67/yAK+pQEnVWFPQFp7fq8Umkf+9jHNmRMu+ZU0E1QTcUrQY2Nmvlbm1S7BAhtGNv6zCvvC/rCs+FZV0KRxct1+n3X7dCuXf3nrleddXCyatc2GAOefdYjBN1YlK1hr1sHwbvnIJmeIaANtH0R9MJYsHHcOM++lfahb/fcc09lbmaOIugzIOiwaYGYYtHiPfeS/uaxleZGDKTHvaSnKdwUPYvaUMQobUBFGqoah8X0uc99bnPdiEaCoKiPJqe2351SGZ+u67GJ67RCn1M743l2AqhxsW3faHsl5doVQpBEBNOmvW033IagIzmCq76VS/rCXgYKqkxXnzrarst4EojyP68rubiO5HvFDoHUZS+JoHmX4D519qPuI+j63ucpTWqPwC4E3TMY37ksyVB11HeBe031G9d23XXXrd2MHBvgkASdbYaSry8LhTFgrkHQzRnZaO57U5Q1LeyOIuh7xlwIehvUZC8EygKdUzepasg7Ty3lCcFFVHbd2Em5h7aqtwtMRE4PzeaXKAcIJpLO37vMU4uQIOgmtNNM0BFpdgqVQdS93rayjrQqEkk9NUaQ89/5nd9pKuEglbv6edk1LDy+KqkpiLDhd8gsTBs29SHZrr1vcCqgtf/B+LI4bus5zt8JeDyDYBOqa1KNYQio2JITXDNHbeuT9uwJ9gRRgvtYyuYA9h12HsHd05/+9KPbbrtt5Zj0LPjZkNWbEHQogl4YC9ZC87d5S+bP3GuPSeEwUAR9j6B+eYCky+dE0AOKEuuLMnK8t0hB0uHUS0TOC/lC5hGkvvYXpE25JxiiooPreupTn9r8O+XhLKxIorZW6YJytgyUPdVbEEu/O2VlkDmBpQlYT7Yh56kKFG+z9jdGVGUZchO0LAniyHZD2WYhyYmx/JXG41CbR90LBd34FgT0heCTt1wwQaHe9kChgC2NvYi6zYo2ZNUl6jKlXzAu06GdkfSudcPbYJlzfe5f/8/pUB5k+41vfOPRhRde2IwjwoNDhJZV2mFHGXo+kPUQ6Jn/TvN8UxgH9soIjpFzWTx7Laba51YYBkXQ9wiLPhJsERyq/ndbMR6qbKPFPyl2RMimwXa9at5YpJjaLtiQxmYZ6QKkx+JEodplI6qUPEVREEE5t/g6AIWvlooLyIE2R5CWKejtjaJUdFaeuQOxUJFC27neIfo8QVbf9xK8Pf7xj2/at113WvA2huc4yiOPtH6LhUbfealBLhhDDqlHu+ydoJ6DNt7mICptifgKXGy+3pWgI3YCBS/jNc/8EBDwEA9YU7QdG4gAty9B1z9IrzGqVvvYFqRtYBO8GvQ5FVaArzb7YsBjfmZvSV36IZCThwFJF1AWCrvCXKASmz0fnjnZNWO6Tgo9PBRB3yOkVxFGi8SuQFCREtYEhBmolUqKUZGHXLzt/EaKEHIKGeLL/uJz3ROSbFJAjjZVgKDSCVK2Vc+pcwgEcoYIgFS6CYmS6/spI4cwaicbRpEHbbNIQnltVXZwX4dA0N0/Qux+hjpIhtptHFFNu3oVEThWi2wudC28jkMGnovwWYD8C65YFhDWZHYoR4JJYwzBNi6MR0Szj1VBGyNQSNs26nmQaiwIuo3YQ1VHGZr4sl5Q2mQkorjJoFHAu4Jn23PmmZTNWJW1mgPMj4g3m4tgR4D/lre85V5jJAc8DblBvr1vIGVeC4VdYBx77jyvYB1+//vfX6eEHiiKoO8RqR29rb2FWuhB9D5IajZAtt/fi1rM+zkkWWrbXyhPUu0CBEBkQpIQNal9StyyxY0ijxBYxLtCyt1nUvHb9ZypyCrNUOQdxpDSgCYpn48gUTCRb6k/Vg4qe7tiC2UTmUPKtO3c/XqCEMrekOlxajMg6MbUOlKCiAlolGNEOF2HDbhDlstchvZmvXh5oywbk1783qwasjTIkP/re79jrLDCCAw3bbBM9RE+8vZn9YXP8bnGln0dc64/LAOGoOt7BFbwTWXmYe0CWR1/455VbZk7zBHsLkg6ksP2ospTxBP9Jsg35xrzQ1iK2lml8qEXdoXg8oILLmiyMvaLeO6GOL+gsD8UQd8TLAKp/b2uNvIyUN8ocUgxomJTHCKFFNnciHRYTJARtg8KKyJnceUrHtKv6r0QHS/3g3iENAISjSA5WhipR4YFJBZ+ilTsEGw+Fj/ftwB6UbKk2fl2qaUIA9JoMbO4+R713uKKWPu/1F6IOZJBAfazeF/f9a53NQoxtdd78Sy//e1vP04vu0YbX7/5m7/56FGPetTsCXqyJTZfDpklETDpD326yjduDCvFyLMP2pWHd4r61jJPqeKy6vOo6lRfz4J2EpBZvKR6KeJeniNjyZikrC9u/qRsJvAcovKBsSWYFiwY212tYFPDXOK59cyZNxxwInBVDnNdtRMQmMuigUzWoZQs9azfcMMNzb3KvnzHd3xHE9S7Z2NGNkHwLws3hNjhPTN2k/0rFLYBIe6cc85p5hNjSrA59tklhfFx6gg6cofYsjfsEwgGEkqR67KAISPS9QhFW23xt9RhFRwWN4AgoxYYZNRDa8FhS7FZZIwTS00I1FMkKIcf+bcXkpR/IydR+xF8P7vssss6f46/QaYQScSaZUC911geTFLUfWn1ZZvSBDHuXypQMEE1Q95ytDz1VaCBnNpoM2dvqOuHXSvpLCMP7t3Ev2ysGI+IDDWYaq4Uo0BpKuib9gmY6+DnAhgvzz2lSRlR94eICXg9Uw7yMDa0pXsW+No0DALQIaxoggaf4Tn2PLcPDZsTsrhrZ/MIwp5ThgW0qyAQetKTntT8mw1uiI3fU0L/OAdBhk3/CFK8tEFqScva9fHjI/XGnGBHxtDfa8t2gEmE2JSt2icEEJ6jOW3yLfwxZC9lMc1Zxo+s8JjWwsJ0OFUE3QTI+oB8mGgQsX3bW7qo5witY79z3DdvJMJgoff36wiKhRVptuC4b4uD+uDS617eZ+hIO8dpI8nUVUTIAoVAI+gh5zmtEEK22vBzE41NeVROwQySZSJCpJEcqegELH7XZ8oSbFpIvN+NN97YqOQsDAIKQZMTDhExXmNtJlVPWZvjUdwU2FSXGLoPKejePySiDZkNm0GRDG1+xx13jG5pWYRr8xwYG31JDc+2ceJl7FDIkXTjz//Zp0JIc/KeqilDgeXL2DXmPCdzJGXpT3OPdkFQpc9Zhlzzso2yxopMmcwLYj5km62DazSvsGatmwuRzGRT4o1f1vbmLyKGQN/8IAuY7AtRxXwWu4uv5lDvZ14jHph7jCfnSHh/AkLqULfhd81pgkTzo7G2KTuxLwIoe8ImOdQ+l8LuMP4IUzlhmEBnf9gc55PCdjhVBJ1tweRpotz3RENJkVbf5L02cZ999tkNOafoIY4Wvz6EMWohpd2iY5G1gHhpEz41C/DQi4MFqH0aIljEWEvUhDbBREFfBJIsPb5o3aBCuWbv4foBSdQuiHmfdvHZNjJa2FWh0SeCF+lB72dhFlQg6jYgzg3ZlGtcLPOgI0xIAgKhHftUZRGUGJ+LREyfOV2S4mccapddfNnbwnPBRrWroufaEXVwT9oTQffvECbjY8ij2GUatCtiJjiYo080mT1kVVsL5rUDNdn8sUi+PdfsTu7JsyujMlQVqXVAmpN9M1+Y15FomaVswmdTEtBFGDBHGMfXXnvtyn5NUMZ/L7OiDfJ9c6k2APOpg47aFhVzuuDO2OTBN7/5HPONtsk5EzmY7Xu+53uOrTNzJOiu0bPGErbPdTPBVdaE9uZtY1Xge1pKVXrOiI0yXO7f+q16WuFk4dQQdMqYdLXJm0q6y8l7u8LCr+qFa5GOWvbzbLykQEu5m3huueWWra7bwxy13AQr9ex9LbY+gw+cQuQhtxGuK5ALJK2Pp110b7HMiZJUUEq2xdMigHizl1hUHTbkWi1myLg2MykHFk/kvy8xXwTiYbFGMHw+Lx9VmIrm3/y0SNTUKvGu9hb9Y2OfF0Ko/9l1upB1Qc+yNCn7Ao+xFL8Dn/ZBzkF/e3lWhtq0Z5HnN5aZEkBqI+87dAUS72nMsosY63Mk6O7dvhDPA1KEWLLLmTPMTYsEnX3OM2p+esMb3jDogT7r0CZk5jTXSpBI+cJlMJ+Yg7qQYdm6a665psmyWT+QxJwqCrKS3mtxvjW/Id2eD32NwLsmP0N4jV3ZL18FwuY2e4bMOXOD54E6m83jQLU1LwpupzoZVv+aj7WpZ0h7alf9aS40FqxH1rhNmeVDhqBTpooAYwzbzNx3H1vhMHBqCDq/sQfY5JiavlMtIotAMlO5Jf7zHNiDLCOqOSwGXPOtt966FQk1ifFSeg+BCSBrJjEvG8DOOOOMxvpy5plnNp8vhY2MriM9Jku+NyqzBbnPZGghCixePlu6P5YC8H5Iu/RqTgRtq/IWDYrJUJ5ISqGTBLUBAkKdeP3rX9+QJ22i+svNN998dEgbRPUhwul+EAMLqlebrPfZi2D/AnKuDyzM+6xrLZMSX6zrMo6GgjbK4VnG4BibrZB+hM9iSwWb44YucyQyai5CzkPQWErMV3n2BBmeX+NCecIpgzbkmKhAaEDMXVMyHwJ4wgQCJ9hApo0X8wmhoOtpsN7TeM9+BEEIu4f5WBDrs7xXLHvJjGgTfRs747L3Nf96b2sSVV5Gam52Ou22WKo395bMwhSQzbSGx9Ko/ajGvqdPXYu2FjzIbJi7zX9DZr/2DXOdPWXmJeNattfYLpxMnAqCbjCbyE2e0ogmQouOwzO2OR1vV/hsk5tFGtFFAJGoVD6hVlCsLDwmmV0WPKUC3bcNlcsqRiBx119/fWMb4TNEli+66KJmsUH8LB5tiwpoS0TWIo0o9yHnlI5UrzHBWshSxq6N2F5cH6UAgbFI6K+x0sAJYqg0lELWIsGHvjHxrzrgqA2kMQqa6xyrSof2STuuUtCRby/XYpxpa37YkHXfe81rXtOZEDv4B9iC9q3YeD5U6zH2cuolcrNrijsHWyU4NR7GOOADoRMgGVssE3Mk6J5t9i5BhPKlrlFbmKe0OcJkjMsEgIzKVPMpkmZ/iPZLgGqu8CywZwkmVgkM2xDgZGw834KWdZnG2KbM74gs8qi/vTyLqUZlrJn7fE27GsdjbOAfErKbrl/7TnlWBDJuTFpDzH/6Ohllm60JFslEWKOIO14IOqJu7p5r1aRNMObs+xEMg7nD3rK5BXOFYXEqCLpJ1YDOpGhi4TGVrucXtLBMaXmx4FF5LHImkEAkbOL3Eh0PAYQMqM2rgIxLWSPzJjn/j1fcV5OCCidRTG1MsehYsPtWw2mr596b6kGFUn6OqkvdNRnpM9ehX6ZMVfpMKUNBSmxRyushIQiqIGFReRNAIFkUPH3brkcvjW3sWayHPE3TImkMyQJtqi4i8ND/Xq7N6Y7GnftDcjcpMBZDPlx9goDtcljPUHAfsaDYO2Dcet1+++2dldFFuD+ECVEyL/CKD3nI1yJsUvfMCZYQ4LmRB9k9pEbWRNBCHUd2jBsqXntzN6LWtUb6LtBHqkN5HrOHxTNgTJpDxizpiET7/NjzNsHclf0NyyBg5l83z3pGPYee67kTdEEHmE+mHrP6etW+LYTdKxkJ49bzJeMjmLN3xvOM5Hu2D8Wvbq1NpTFw8NAQJV8L88epIOgmVilJEyGvpAHP+oHgSBl5iJUOm6IkmAk+3mHXQYEKKTcxD0lGfVZqVK8j6AFiI1hRNxxJ4QHPtZocQiKk/0XuNoL18f5SNVJTGizs7lvbL6qU+zyW2MKqbKUNo4i3BSFVPRATBB6QWwqj9HqblFtEtI9sDZVRdgIhRiB46oe4t/SLIKnPmMkhUiGIXdKjyJnPc9024s3B22nspM1z6qX+Of/88xsr0jYkXQBGwURCkdFl/SQIk1EawlqVjYLmJSTdszc3/ORP/mQzXgT62tu4jr8bwTEWBG3rSi8O1d+Iuaoq5m2BPMGAcLBYXnbde+wyds3V7f0zu4Ig4ZqQR1ktcy4fv/l3rnDvmT/mejoskSWChDY1h+dkZOuhgB4P8HPK+rpsy75hTuM3N09bV+xZ67KWF04GTgVBD/i+1bhFynmKPZQeZgoozzEFiBIzRg1Ri4pFjvKTRYKi6nrGIqMmJATAZ3fx4d15553H/7YYWzS0BVXCtasIkrbxtb1Zqgt44dtEljpnwpkD4VsE4svKQXWRWkTYbCIVYJjskXPjSJDlnqTZ3Y/0epRym8QsCO7bVyQMwRPY7GoRif+8b/1zixOCZbIXLGyCDAcbAQhy56LyUsL0AaJmbCPoxhEF8rzzzmtIep+smL7Rn/5mna3liU98YhOs2UQ8xLilhCFpFD/B6tw2InsOBDvGjOyj66NIArKq/W0uH7M+NtIqeEoZQ4GBcnKL1rtl8DcIpb4VSHQZ8+vey7jw+UMdMpVzHMwpxpO5WoZiX5uvN8H8Z85DGPuc/rwv6C+BhJf5QjsLwjOPt/3qlPWhMtdDgKVStjrZ5Ouuu26v+34K0+NUEfR2BQVRM/tCaohSR9gvLPQ5mXIIWHhZRBC0kNOkM/mbx1SKTUKUT8p3X2gPxIf1hdLjPgQ1vOyIP2X4kksuadqS/28TGXLvFniLG+JqYXcU8RzJeUBh1m+yB5Q7dh6KOWtUyqpJ7VPGl3mI3aux5OV9qDYILwJJcdxljIUk9SXo+g5yqMU6II4sHwiDft53adI2tLfgCWygRhoQsVguzj333KbqUZeN4Oxu9l+AoHOVTSKVODwLsgpDnKOANKbkKfIvOzO3kzcJG+YSYwdB8PwikuYxm9T6ChrJ7GlH77WskhUgVNo5tjjzkWDB2N908qafy2zpV5+h34yNRYIem50xngyqkqvu9ZWvfOW9fpca6+V+Uw9+CJg/XauxRzHV1uusMXOwt5i75jx3L4M1N31G4DBfaPdFvzqi7rUvMcI4UIAh9leB6KqMXuFk49QR9MBCQ8mkCJlsTdIIlYWDhcODaxPpLr5hk4AFIvW6kVvkgcqH8Pj/WPA5Xfzn6wIZpQezWRORyAYwhEZaVupQ8KGSi8+gCgt8lqk/2tNGSyly9+1I+LlvcLEAGSPqLFs4UxvchG5BF8QgyF02+FGbZEtYZCwMlBEZim0VPZO4oKjvhtk+B2RZjPWtYGpunsfYGgSKSJYNUzkgxvNl3EoN86RvSl8LPEP4ZEJW2WOMV0GlPsyG7iEga2d8ea5ka8w7c6qHbazIosi+IKeptCSj0mdzq79nJySKGPv6TVsj0G0/sPcXGMpqqMIikBQcymixuQi6zG0C30WSqF/MSf7WPOO99al7QLqop+Yi1014QPYvvvji5m+///u/v2n37FFavC7X4h6IOLGYDQFrjGvzrAlKPHdzJOipnJT+OGTEr24MCxSNSWPKeMgenWwundKvvug3F1AI4A4tGCoMg1NL0MGgZ2tBvKhXiJdJyATtAUHMLAoU0r4eNQQBCUMWpK4p0UjFy172subnY1fBEBwgyiaZlHTcpn2WTQwUPjYAu+qlnk1q0nFeuTfeVYpU/l4QFNJBydh3FZCuoKJQu9lbeMmRJxsmc8ASsrZYI3gVTPIIvwWZIu9lQfaefU9/85kpKbeNgr5pTCBQUaiRhbmpuvrFeHL/nlmpae2IbFNLLXSeYfdgEV4Fv5N9EfqAdWIdKIeCe/sLkJUhgkyE07Urd8puh6Srh72vMrDL7ETGLntW7E6Cti7KuTnVvBBrQZ5/BFnQ2j5cRtCJnHou4nOPUJCN0LKBiJQg17zNIgKpTGQuyr4b78ejjojn+TL+PceIl++bIwW6+hS5N6YEzV6Lfes6PfN+H4E3p+X0WX1lndi2z6wP2knQIugkEnWx8EwJVj1ZUG03F6vb0H71ZIqML3ODlzneWja2X13wpxy0ecVYIzpMVWO+ME+caoIemJylyU3womcTu4nW4m+xNOlLZ2+qltEGddnfSUtlE6QH0MI+xtHsizDBqygiOBhrQkGyHeJBTfJ5Od2TSuuFiCLqlCz/j/1AWvyQYJKkoiAo1DmKnHsW/LgvxEo7dF2cLf4IjqCQaiZ7o036bGzUjtoaOUVUusDvIj6Ix6bxx45j/LvXuZ5QZ7FEGD1n8Y7KzHjOQtJYJIzTZVmkbDwMkL8uHs9tA951MB6QcgEvhVfb26g8hyyTYBCRSdYAwRZYRsVuA7kwro0bz4typcnCeQ+k05ywGNDqL/dujIK5VtnMRZLqGdOXCDIyJavHDsBjjtzqa2TKvOe5XZz7ZEwR6Xy+efn7vu/77vU7qzZOWxcEAu4nGw3Ncf4NCLZAa5sqLN6HKo0EAyvdnAi6fqU0JxNxEmEsCMC9qNbxqBuTbb+6sYWsD+lX9yyxVnnuzS/WgzEz7IXDQBH0BTXdhG8zJOKUhxYB4LeWbqImbiK8JnITLCD28Y61/b9j7xqnwlgku5K3XeBzUovYAmaR8XINApyoVxY2E/zcNsJ1AfKEjFOQsnAiLBQ4Chrllv2hKywCVGn15AVSVENqX1clPRYPGZquyPjTV+s+J6XJ/M6c9wkIaJCyECRwzbI7bAs50ARh9Mwt2kYQSIGWTIR7jBq7LxhLSqi5bv0q1W2h3neFCao+YSHk1aZQFgBjZLEyiucdUUW4/R0gHEgdwrxsr4o5w34gREifCmBt6lt13wIphJwIQqGPhdDcYn5eV4sdEd6UJVk3r2ejqvuWAXC9MgzuWdbG/hL/l7Xpu9FTQJIa4zngaOpMo/b0+chnuzoOcio40ldjlh6dm1/da9GvntOZ41e3wVSAvS3YuQiDoG33fdJ5YT4ogr4Ayo1SchRGD00OjzA5q8BCRVDBYZ1a6mGmipq82xs04/8dQ4Frg0qaza9Tq9UmKrYgnmXXIJ1MbUOcLOSH6l2UzrfosrfoR/1vXPAPC+gQBv/us8veAn/DDTc0Ngx7EvrYXJLN6UPQu4w/ZdTsm7AQIYtzVnFybYttICCmPtsoGpuWNHVO0s19+h6fMYLuOZcJsU9gn4QYMZLaRvQQdeONLWofQZKMoowRch4V3BhHgAWU2lnbt8cI5ZG6LRgyRpGXTaU8zRlUb+SESLIpE+XnCLz5WIBFDUekutjMdoE1QfBqzCDT5vaMFYGBbIz5jhoqQHEv5sGu/uVY4F74whc27S3YYe+ZCuYHtkzjTuZGUGsTvH7R3+aEfY3FufrVzd0yOAQXY71PQCUrYc5B/EFmyWfsOyAvzAf96uSdEpiApEFf+9rXNmppygl6cJBNk1gWrEVQWHIktEm7PTlHwRxbFckx5RaUMUpGdoEJ3iKKcKRmNVVg3yrlLrBYISeIR/uYc0QW+vrBAaEXRPU9jnobgt5l/PEAU6SRnblaW4Kcjrus3KexL3uFXCIW1FbkKhBQCWQtkhZWY9OCm8zZPoEYqeYiYEMIoq5NDSRbFgzBzjxivLku4gP7SjazBX7PxlyVWZDTrseQ6yvKeRebmP6malLDjVNkeWxyDhRla4DAxGe3iZT7FpywupkjBICU0ec973nHBKwLtFfmSAKA/p8KyGKyTp4Hfct28dKXvrR5VmQE1p2getIRv7pA/wd+4Aea7CKxwzgwtwpMu0ImwjkjxkYylTJTRc4LbRRBXwMWBGq5EkcWq3gQpR8pXBavZQQn9ZnbBMfEhzR4oPuWxtuWoO/bw2jCSiUZEKyMWS95CvA46/eUbUPwbBazh2HK49otliZzQQECugmu2di1GKwaf0iFbACFkKI5B//zJoLu3pGYZcER0pfKSUBx9W99RhHMKZQCrJRfM17d/77h2UVyESWqrKpJU0P6/hWveEUzB/JWQwijIM+zHEI3FdhIWJb0k2cQKZ7SMpdSi6vmMSRegKKErmc0m1eRsfjrN8F4DFGjok8BAU/WM0KEPte2sekQrKyDfTezn1TEr37TTTcdXX311U37LO7HCBbnZ5Ys1sYEusrBzvlwqsL+UAS9AyhsV111VRPleggtDNSjyy+/vFHiQgAs/KmnbMFvT+LUCAqeh3LsSQ7RosKt82JOASlfQU0202x7BPucYHGObSL+WyRl6oXL58VO00VFj3qOnK8i3tRjhEJgapE+hEUy3s9lbaCN7B2QbdBPnlv2M3W14yX2nOYwE8+5NH/sYfsGJZWlBBBSVaXMO1NChsKLQq09jXUv+xg826nqMgXsGXCgnHHqeiiZ2fsyBQRLRAZfN2UGKK0ysMi2OcPzJ7Dos2EUkPoILlPUN0/mN2dgvOpVr2o20bJejC0sHSqMBQR9mZXJM3LRRRc1mQjjwNxCKCDi+X2HDynfWSgsQ3nQO4LSlh3elAaH1VBz2F0oqMi7xZPSjgAteq2zkWnsh9HGLIs58rHPzZiCBMELIOjStbtspJkLKE2IObKC5CU4s/jyi05J1Kl1iKnXpo1bm/znFhJKLSCFh6KUUcgFFWw5y8ia+007uUe2g5yu6xlRjaHt//W99mm3+0YOhGGlUis9h1xNfcy69jF3meP4qxPAaXuvKZ5t84h52Byrr4fMECJP2peQor0FHj6jvfHb2DCvEWK6nI9BoGHzMcZsImfF6Qr7eFL+U/ZkzGxoDnUCwXl7cyjUhsXtYV4ytsw/V1xxRRPsWjNYhWQo5p6lLOwXJ0pBl34VqSLOY8LkzNJgU4cFQxUOVV5MpB5INohFghOCPvYG0SiJUpP7tJOY8Pl/qQshPHM6RnkbmFgFHcYXxcTGzizc2j0Edyp09aELjniwYdXx3JQdqg4v7SGlW7NBsV3JZRHZI0BBt3k7KWcKdXuPRmwFcwtOBPsyYq7VGCQO7MMrn4yceRaxyPOcuW1smHcRVXOusboNzEVUaQGroPqcc845evazn3303d/93c2zrTqHgMP8uShwIKqCvL5WPcELtb/PWQKyjZ5Dc43ne0wvOoU+tq5DyJwdEjwj9pOYn7SxlzYWrBU5L5waBT2KLdXBBIxAj300bna4WzBNchYOi/yiusKLbUHxs7HThBYX6Lo5ayzEJsCHT/2DKT3aY90TgkfBo35Y7KXdU07O5mDjYZs6yGMRdIonXzmVzLUt2yDqZ9nYzLd9SPsEuhB0iiAVE5GkYMmCwCEFIjaQuW5jzTxDDNBPU27aE9ypWmFMGfvsfgIGlVRchznYPChD0bfEYFcIUnxWn2pJbbh2pNw1ugfvIxtB6TaWkkVZhnaxgCnAfkXosH6ouc5uMgZyFoDMwSE9E4cAz6wsu7GGj3iOV4kkhcKJJegWK6QpNWSlgm10GdP3LBqmTOaEPP+3YJlMeSRZBTyUrgdpR+zGODJYUGKRpC5ZJKVm+xyqNDRcQ0iQRc8CQ5WciriOAX2bahr6lfrhpfIEJc6/EV21q1ldpjiqPX2cUxeXwXj0TAgm1VlfBuScbYvCl6zAocD4EoxuKv3GqiCj4zAcz6TfHzubNSRcr9KRxADqL4uOEoz6bKrnihoowJGBkDUU+LCFeL6JIq7Rv9/73vfuRNAXa6u3IShYtRmvC7TV9ddffzwf970uNp+plE+BmOfWvia+f7Ybm7eHFnRifxO8z+3E4EOG/S6eV+uheUq1rrEC18LJxImyuCAsdkQj5UjxpZdeerw5bkhYHJGaF73oRY230IKFJHgATagWKaqETV2+8jUiQGOVV5T+dHAIUoysIev7rETBo6qNpHajLq/bnHgIoFgm9d2ubc9+oO+Rc+qe35mqLJ7xro2Ro1Upf6r5bbfd1lThWJZRElwaO2BD5RgB5Nht4HlrH4yzDAJEm0PNC4CgTV2BZFe4ZkGWe9ZPFn6bJnOI0BSI+pdTJY2vlIM07yCx2+598beq6yj353kai/Sai7YJoHN6bwSZKZA66gQombChwSrFumNulj0r7A6ZFuOYcOMZFVS9/vWvL3JeON0EHUSqN954Y7OIIc78hXZNL6uVvA0QMKcUOinUwihF6mAjpZbs3HfIiN3vHky/6zAUkTSMVXFAWpK65vNDgsda4CDVG1Z9Rio7ODkw6swUdYrHAotOjuCmxLY9yv6dEn0ZY/p7CtLks7M5j6K5ClS/Zb5qY9SeDdfNjz3FqbNDw3iP3UEd81UQMCLoyLy+0V42jB7i/HbnnXc2i717F5AjtFP70FX9EBwIcswDSC9bocol2569QDUXAHjG5hzMT3lQD2IuS+cZFQAN6UX3/OcgKoHLvqt+nQTYEPrMZz6zIegyTrjAXXfd1am+f6Fw4gk6WLClMambJjZVVhD1xbrlfUm732dh4EOmmtr48+pXv7r5nDYBYhNwQmR2v6ekmw1IfQ6W6QrEny8zyhqMqaBTkSzOL3vZy47OOuusxifZrkOdw0tYbtrp00ODBYxyzrKUygrL7oO/2Ziz0CEnOaRkCsTesI6gr4LAlXfbNVPPDxWpOrFu46Cj2BFJKqhn0bNpbHapIT83sCGYX3K4ledxnQd/SCBxgm3zi4DIvJeyg5TzXcmr8TzXw1qyh2iVfdCGTgRtaFhPcu5B5qKhrJHJOsn8ruo7z4nTMhcPpSrcG9Z2JRUFUdZhJ8my3Z62k1cLw+FEEnTwgFC2kWgqBKsLy4uUntTTy1/+8oZsrzoRdBlskEKEWAVYaaiOqx4+0fMrX/nK5rAP8HsWUrXT+WDX+Ya3hfS9jbKp0T0WLELS7RZpk7xDF5D1s88+u6lkQqXU5ohE/OdT1iseAtQqlXli/6CERClfhPt75zvf2fw7yjm1dgryty1BR+gEjECxnMIzPxayz2SVxQUxl/ECJMezgUwZm6luc2jwfFGs+bHdi42P21Y26QNnObDSESu8ZGcIH9px7OpZ+4ax47Vszrc5NpbGoSGbwCZB6JGxaB/+tguyeR9SbnQZzC3mdfu6HJxkDMypFOkcoE0ETxHvZPFlkAuFXXBiNomuAhKNHD7lKU9plAAbq6RRKb4qcNjEwZ+7Kcr1uyE0dvp3qYObidVD6/PiebXAvfjFL25K9ZkY+x7zvoyYS6nlKHMbufjhx4J78rJBTLukco6Fw0tbUpqyUfSQ/Oeu2f4CZIcioi3VnWYfWgdjyljLngeq9BT7AELQqZk+r6uH3IKLqFpEDtHa0kYsFasCIpmCKJvZP8CG5Xnk66VQHlLlmkBfC67MLwIuWUL/H8NORlDQjqwtnolsiDenyh65BlkKc9pJBrK6zK4gCBSwmP/4xoeGjenWH8SYwCM7uUumQX8RIWBdViBZE4GHANhXJ6PKmtgMXFVfjhr7IyurNU4mm1hzyIJHYT448QQdKLkUb4uxRcaGMulYpIbizMfL57cKFvL4PE2Um8ja4sJm8WeNoMJaxJT6MjlS1Cm0JkDv23dhRZBdP4KOWJqwKfbea4q0mjb0Yv1AZhF1k7fFG+lzfTCnE+gspK41CpBFlfKnP4wL127x0pbUSYSn60EdbCKyLMgfQjhmFiNAlmzUcz/GQJcxRPF0j7I8q7IC65D7mkvq1v24lmX+XIQSsfFz84CxisjLcITkIh3S0WPB/DFW9QZj0ybgCy+8sPm/LFZS60PA8+CZRkJYt0BwjohTjLV9LEae/5NM0DPelz3XxhEC63kcq58FksYt8UAmeBdybI5CImX/NvWZOd6zY0+VNhAQu1flA42Jk9znXWB9s8YT25RRnKtFq3B4OBUEHUwsjjCmptvEgTxSIaQmKaZStatOY6S+I1zKsuXQkz6Lswld2sskruaulx3ziANyjVh4ib4pmhbAdQ+5KgIUc5Mscp9yXMhWmwggn95/CnsJBUYAwo+OANvMliOq53RAEXtTNu2CTEh7b0L2EugvG2/7HFpjwUPSZRMobT5LYDg2kXWtxrO+7kLQ3b/fNXa26Rsk0Dg1XvepPHuukBVBcGwr7UCMbzYnJArCba50vfrc8yL7I1CR6kd+hs7y5ORS84us2y/+4i8ejQGkUFDOfuAzleUzpn/wB39w6/fUnmwrqVIFCIi5K6chm1eIDMiauW2fpV2ngDnZGrBsTjCu/KwrQde2BIA+ZM76JVASjFs77H3adm4hEsWOt2nOkCWJhQ4ZV0lIpSrPzT5Pq54LtIHN0V2y6oVCH5wagh5Qsi2Wz3jGM5rFhQpBhX7a057W1K9enGARAJOTSfktb3lL7+g4hxQtprwc2uP9KHoUKhMmMmFhpcJKk1rQ26QBMbf45gho14KcIfuLCh1l4wUveEGjelx55ZXNpE6FGTP1Rm1DTnN/2RCbw2TmAOTCZiftanEzqfIwUwHZVGQ4WIWMi21OlLRQ61d7DSxsFlSHNY0JC6wxrM8RtXVApmRtWGO2Uc8zpllkkrGZAsYxG4eXcZWvsRFpd4Eqgur5sTE8thbEEaloW8ncew7TQuyRjU1t1zcw96zmxE/Wp7EIOiDO2iin2QqOBf3bVOYw34XsI+fmFsKEoKxNCD0v5tBUc3r3u999dJKRMwVWBXJ+1iVIETjqJ6X3+tSwtzbJjsj4CCzNU32yuW1kD5RnOJWgVoENFARhbC3GgNOyBbX7PhBvLihyXhgDp46gA+XC4mKSokJQE5FfJN3GqzYJj3okxbdpIlsE8sCTiByvmog92NJiIQlsFj5f+hDRMAkiYH6W8oUmSOolxTrp5UUgLH5m0eZZtIi6HoruWH5w5NwiJgXqGkOeVl3jPoB4IzOroGoLRCXcBhYtC5hNQxZji2jfsdMH7ET6FGEV6K1TxGJB0k/bHnBDKTQeWWqGJugCCPchqGU7ChFHtnNIThtRxH3fzz0zbC3u0c98j5K8qPR5ninCAijvzf4mkNq1Drx2laEQMCGv+sKYG5Ocg2DSmDOPuH9fVVryvHftZ23PQpH9CQIeGaFVwap5VLBnfkPiD9HH3wfmNEHesvtM+3SpDOYZhW021Zq7jFX9o5+2Jeix7ble/bdKjLBGWjv8nILfvvci54XCuDiVBD1AyikRKr2obU7xlJJGfIOkAbv6kNuwQJv8EIhNBM37+1xqOIVcWpwK5z0smghHiDn1r4tSQ22hFgsScmiQCXesiTVVJCzWSJWJfcqT97pgXUrY9SN6FiMZgF2A7MmI6D8biN7whjccjQVECokyTqSeKXPL7tNGZWPeWNhlIxvSiYTuUqUGOYkinhKB0v553hDq7GEAQas+QRBkZLxkgxBsv+c503/ZmMx+wbLmWVlFHLUBpd3fei9q9y5+Ws+WoMw1CAyQKZ8/5emMNqh53rWjjIrqLjfffPNGKwJSn7/zzAqqZffWncSsD4wlz7qsyqoTQI07wdbc5oJtYN/SsvGULEIXgr7LWRXWEqScWCPT4dnZJkNpjrY2pP9WWd08E0Qe2DYYKBQK2+HUEvRYPRAFVQj4jamC7VMiQRrc5LXKn74OqRvbZ/OnyZuyR5mUpvb5iBCybvHrs8Dx2FPgpbqRl7FTkiHoPiOHxmwT2OwLqWqgv3dVA/WV6kBKeyI+gq4xy25RtyymCDiypa8X4fvGAhXQ2NgWFHRERMYEoVtnm0LOFq0pXghsm4Bb/L2XdkMekA7XGDLuGW2rfN7Lxkjvn9KJ/jbeeFmFTX2IOAukUoXIvg7e9G1UdHYDZF8grT3i1556I602Ut71Wc96VjP/aB9K+lVXXbXUnieoIAaY+9w3VZzVpyvp0876wufoz2WBrc8499xzG9J/zTXXbGUdmzuyj6XLZuBdD5OTKTGnGPOyo7IkfWE9E9wi3/zsNjqy6Ji7PYuyLtbGlI00NnIgWKFQmAankqAjvCHPKdGGDLRJS7ysVD2/s4zwbEI2SeZ47D6wsFv8vBBHflYkAFHnb0ZEqHObSjRKUb/whS9sJuCxy+lFUUW+cqT6riUkp0QI47bWj0XIclBpET/KqkVRDf0xkHKQ6n37LItpOzA0nlO5RBC6C3FEQBE4SrGsk7GImCJqeQnQEHEEYJk1BVmjBmoj72V8qjzi+5uINWLjDIMcjuV9ZMKovXfffXeve4mnFwQIiKpgp+9hVu4VwWGZY1nbp60LAVZmVdlF7U58WEbOzSeqUyHQ1G39+JM/+ZO9xoY5M0fQC/6WEXT9L8uDxAqEhpwTtP9U1ppUAloWYKSyS5fgro8dZhmMLYGUwJJdxrPWt00VIvC86HsiUM4D0J7605qFoBNdiCzG00m3MBUKc8OpI+g5DdTERCk10S0C2XBCJjWSorBNmjp1tC2M2xD0NqTrVaBwPdSOVFhIJQDWmFUpythaumwG2hWxJ5j4swFvjJrMY8FGOAvdkEoRgq6fjAUBHzKJEFJX/WxIhZXPGUkSxNkEfccddxwHGyqWsCEINnfxQxt73j+qOXLqvtqVcHJAVYCAa9eo4Uh5+9TbPvBs5jRf1yBwpvjZyLbOjrEKrhWppiYCTzVVvcvR3J5HZVtT3lGpVuR+Dgqxts1+k8UxZg4UyOW0W3OHbM8y25y5Y127xrYiaBKsLdt47Of33HNPU9VIwDYEQRdMe46Q1Ne85jWjlTdswxwaQWcR5viutcmjoO9yToINuWwu+lK7srX1geu0brDEIeX+T5kXdBvX9kJlHFl/ZM0KhcK0OHUEHZngC6ZkUtsWVQEk0wbNHNfrNNJt7AAUepOeBWwo1dRCqgKNFDRFHfFDvKhSSKUJd9FrahG2eFrAxi53mE1PlE3KnfYbSo2eAmNUJUHWkJ8LLrigsZiwPqQKigobu3rdF+GzvD+yxFZgjPucbDDmVe+jhAk0kSELN4U4ByIFCEI8qsgLAm7MCwZDxIca/8aUEqk+Ezl3b8YXL64xvu3phm0vuuv270WrWxvJRtgALID3/2RL5lQDeVkAZH4TvLUzCIjZYlAhsGch8vv/6B/9o5X35fuCcGq8INQcsMzWRkhYJoYE2nBT25lX7OswDiMAAJJO+R8bAh3jbFlQLfAmouQwui79sgtBF1iaq9jajH9t0pdEZ8Op+SJ7pezBQNitK8a4wKNOxCwU9oNTRdCV0MtpoBSdtl/QBJUNfRYCKg9yvi2BQp5NxGNUb0CCpK0pdkifyhwWRySMmuj7iLrv+TkMdXDJOuQgk/jPu/iATwMQVqosxc8Yky6Oz3poaG/KORImyHRyrkU3fdKlOo1nAeESRCDmSDDylFrIFEDPB1Lq/dyLf49ZwtP181ULBii6qi1FiaXqe2a3/XxkR+BCNURMPU9U9WUquuugWGojL3YDKrNnbXGD+dwg0OJH106IJEK5yvYm2KLSIn2biLM5jtUi1kEn6vZBTiOm3CLabTthTis1HmU5EGT9r2/MdZ6rqUQA7bBOqUfcu2TftLn23fW6lTy0phmHRKWrr756q8o/qpclGyaYN4fo07ErDxUKhfU4NQTdgmRhBWlYHjwwuVl0pc0pfdRoCzZ1blurg7JtFhXvPabFAzmwiFJCKOrUJZuHvCwCCDNvL5VP/fexEU9laqHXrv9P39jFCmJPQcbfGECgVY3hRY8NI6qf/xsLywInZAhZslBTQfmqkRLvZ+FGhmRhPBdTbn4UaMRzLhAQgLQ3O7tuxHoXpd6cQDlPkImkh2x7f8QzFWO0nc8zR1AXkSQkx2ZLiuMUB4P1hX43HmJzshl2k/VuneLdhiAtGx6N8b4EXdCF3HsZa+bO7F9ItSCBgs/Q/4Ipmaipj1M35pOlWVeacBPMi0PMjQIVwTfRieWLKNS37W2oNtYF4oJMa0gR80JhHjgVBN0CS0m0wCMn1GQLrg1Sba8s8iFt6FCTXSZ/m0NN4BTSsY74XiTqaj0jFIh6DtuxoLh3pRunRKwuU9z7oSA1pZ3CqX8Q9DGJXKw1rAA2qQpQkR+2DEpvqp0IIAVWron/OodL+Z7gz4K/jbd7KEizywK5HptskeJFIu5eZYxW+YO7gDKK+NkkCkiP9kF61DQXtLMRuAbKPaU3QQJCk4pLOfCsi4d9KiC75513XnO97tG1aldzlI3Fu0Lb5ETebIzfBITQmKMiU8zNVQIGpzaD9jPukHPBormZYrzP4Mc4EzzsStCHhDk/mQUVXcwrfa5Lu1vvnvvc5zb/l+Urgl4ozAOngqBbYC0IJn0ebgovC0CqQICJje1lCL9s/L5jqqTLQNl0fyHq7pkK5V4RMtaXMY/jzuanKOlz8uPOAVQzPmUkUP+wKe16MM4mCDgtuIJRQSn1VwAla0QxZuHyPMQPa/zzX9vnsM+a1cYQxTebN7Wb8buqggZle9fNve7ZXOGz9csll1zSEBjzBLKoXZDJZRVaBF8sQEiqTJ3TZOcAAZdqLtpGn2s/GT7PpkzOpjKZXWGuE9R4/1W1uc1FrCxU9hzW43cFgZRg85UgR3+yDdkPIICgns+BDLevYdv9Dm24X4HHLvfmefVsyJLFntX3RFxBknlA5S3XtKqefaFQmBYnnqBblCgL1FwTF7WHWhA1nSKHuA+5AETR27V6y7Zwr4INxDyKKCXQPVO6HEAyRn3yELpM7tuWETvJUOUj+wWo2Q6WGRupD44YUYpZRNhGXAdlHTnPBjEK677VXwQSyZVud+2UU5sZF8dUStvle/5PSUQ+kz1CpNyfF/uKr1RZZMbLz5ESmTRtE0uP7/t7QZVN4tpv3X4KbYaU2wxMGc4JovuEDb4OKkJ2tal5QRCBEOt7thft3Lc05TKw1NmwqE2p6CHogkGk3PyDALoO0D7au63WsuOpyPJt3/ZtDZnXftucPzEWjA1rRtvqsi30i2fwrrvu6mwlWgXPhuBIW8uWsf/0zSbJCumf7K2ovUOFwv5xogl6SrJZmC1OfJfg34iJiW1IHyM1ig+Vj5cise+DHdynQMEih4BYELwQdd9LewwFipeJHVnRFj7Tolv4FLQNIoygU9ItzlOUopQ5ofxS3NgEvPwbaad+TlEFowso0NR+qj5CJHCwWZUvfhM80zaSsiEgiNTZKIPgvTyTngGqrOCdgomsRrHVToit8Yuga7OulX20qVKdKkURBfy/z0Zg183PPUTmCVk788wzm0Dc824OFLwgYn6GaPIthzz39S4vwhhmHZT18H7a0jwoaxNS7t6QW5/FPrRq7l1WVaYN/aKPZDXGzkAtQjDo8xMcbgv9YBxq/10JuoCS6KLAgT42/mRStzmkzXgxhwtakfwpT8EtFAqniKDzrppsLBYqsgQWZgvyUGk8ioNUPOUoNZGlwnfxxA4B9x01lJ2Ch1abICxSyRQvqfmhbC82EkqxUtHam0UL94bgKFVdkFGnK46tWi9TxFg21pUTnBoq3KhnHhJElUWUQ/DWIYr5YtYG0fMzRM7ziBQiigg6As2Xjej5mYDWV+RaAIXYsmIIXrpa3+z3QLTNBcSB6667bqNVyHVTQGVUbFZl5dl1PnKOgzGFjCP8iJc5ACnn80bkXCsCzY/e17u8DP6eKk6ZT2UQ9gmfFatVl3rlm67D/QnE3N9tt9022uFfizAWZSBcn7GxS+11GRnv1bZZ7gJii5rmnhUba1Uh6lIYQN/4u2RaZYuU1wxh95wYJ7Xhv1CYHieaoOcAEpN4W61BIJGkXSubIAPS8FQQE2MqZPCAz+GAHgQdWUiFBZOtBROJlgr1M0fRs/7wMe7qOY5amPRv+yj3wr3BtiGYoxjLurznPe8ZtYkQNYRgDGvTEBAwKhWHJCPMN910U/M19c0XfbHtfws4bYKkkHvWQ/D9DjLVN13vWRDIUp09I56XrqTZZ1IvPVdID2+wzbar4P5sYPc5goP2tW+Lxz/+8U1ggcCyM5mjsinZi89esE65ZfdJtZRtLDn6xl4G/Wf+c90+V+bCZyHlQ5+qqj/dj69jK+j60PW7r/izY5XaBdrH9Ws/mcZdlWpzt8ycvtCngr0bbrhh7d/InlHdc46B65EBYtEyLmWgEHVBXaFQmB4nmqBTVnga2yljCy+CjrBQL7aZ4FOOjkUhdaKpK/zEFqS5bLCJMm6RyaKvLSgi0szS0SZpKppJmHdxVV3kLki1j6iY7dMlC/eGcWefgEDJokrVHXNTsb7Q93M8OMphKSrLID7IEIKbYLHL85nfMb6H2NiKKC9WdKGidw1uiAH86AIv8w1bTbu2dxtsKJ5BgYQs364HZREkZGa0BcXcuFqsfS9rRjUlLJgLEHr32pegm1dsdjZ36AP9F6I49rkLbDDI7dgb0QVYRBf9H8EhgdQuyFh1D0Op6NYe/eG9EWvXu3hwHSDeqY4UIOfOZxAo2CfjJUthncz4sYYI5OytWpU9qA2mhcJwONEEHdoTOIVH+hooBdukKPMeVDtkh1LO2kGt32fVi2WgRsoUWACoNO3a0SZitbKl8k26ghanNFqILNrbKDpIBnIiWIFli0PhU5DRMHaQ56c+9anN0exjefbZuiysXQ4qmgo84wiQrxmrnsttAlz3NWQ5SARF4EqNpMwjvcuOsV/Xt2wM1EkqpWzWYvCbiibIEeV/1+PUqeLt+W3VCcieU2VYkSnZAp9vXltVfWXVZ9kbQElGznnK+fllG1JmdWyMXdnFnBkxRrvEapXNxbviTW96U0P0h9qQSZAxx/Png6yGOdg9eP5lVYy52HRiC6PmK8nanq+tGcleRejRHsaXQEx1HbaaxWdV4MeqJtAkAs01Y1coHAJOPEEPTK58mSYXfrpUhegCkygSi4ybAE2oyLgF2EQ09UalPsEJr73JmdrVJugB1RZxo7wg1hQ4iq5NR3zSfRdBaqEFWhtNXX/9EGEcIoIWVZu7EKsxVG4b94wDWZI5wPUIShAE45KFZFv12POJFAxppUCoPReURuRVEOFAsD5BANXc39qLQSm/+eabj08mRn5UK0kwsCs5R57MbwgVJdV7rntGBeIIG6VVkChQ9+pC0LU1H7sxS5hgz0LEBBsIuhNZkUOEn9J9qEh9dxkU/a+dwJxonkxJyLzMeakiFKtSYIxbgxK8ILYEouyb8DP/RpIFVtsWGHjXu97VzPUsLtYs44J9KqJJCLVxktrzt99++/H3ZYQRclmR2K6yP8Y9qJmOpNs7416MIxkY16x92KmMC2PExu5/8k/+yd6rQhUKh4pTQdBNfBYUk6wJl7Wgi0rn70w4FmkLmcVIGprHnFo0V2LehskWMbNYrlLUBBuIIfKm7JqJ2eRuETLh9ykXqV2ohj5rzJrrJwUWc6XWqKxIK0XZooewydJQhnfNzFikjQGfta/SnwEywvrBUhESg/juYu0IERraWobk8msjXZRiivE6P/kysL0hLPYbsAzwBZuDtIF+8e91ZLoLXN93fud3NsG4AOBtb3vbxr/hD/d8CyB40ZFzG1s3ZQmor0oEIm4ECnaZKMDJCCGI5lv9Yizvsply3yBUUND1IW92VGf/XkSIeb62IbBDiqPC+x3fS5392Fz0g8BJ/xgXfce0v3OtggifRzFvw7Wbo80rnkGfZQxEPZdFdY0JdhdFHZkSxJyIw55nnTC3CFb+8T/+x0evf/3rm7bxf/1e5LxQ2B6ngqAjPUklq/nbJe3m9/2dyYcH0WRqYoM52QQ2IYpYdumvg0mZymdS50+XyqXEmMgRjS62Fwt3lefqB4GelDEijhBaWJ3qKSj0PVkOZMg43GbBQ7wESxbvfaackVxEEiFAYDxTxpV72wUC72S2hgSCIYuENPkMzwV/NVLdFYiYOec5z3lO4wkWAFPnERygSO5y3REfjAvPnWCvS0Ani+g+jA2kK+op8tUeIyGc4PoFGamb7/Ti9rXb8xM7HQXY/6npQ5dzHRvu2bOXEpRsTtogtpao37E/Za9NiHnIufEtaAKZ22QjtQsSHIGHoKG9CCTItTVHhS22r67lL83VlGzXG/W9HSSYuwVi+iLrGFWdAEUNv/7665t+dW3JuhpPxoTTj8095iH3KzNqPjGWU7Er5wRoFz/32nUjbaFw2nHiCbpo3gY0oH5v8kVTj5HSdl1YavCdd955EIr5IkzGau7Gl9gFJltKK2JOJbEwm6jZEKid61Qd7ZVTW/lbC92AVMlWWEjZjXj5LXgIjzHMM+zf2Uxqse26T8DfCtD2aW9BQlRpYecBz6FMlrG5C9wXsmt8pxrFkFDhiP88hIYtxWa6PjBvqKYi6EWIU1VJJm7X8nXmKkTSWFH5puuYMN7Ma0iktkO4UpVKUBI/sTEniAg5F/AjotpgWWBhbLY9zq7tEAg6wiyYoJbLdnj+BGWBtkFekU73Zs9A1oNYXPQrwoqMe0G+gvbwPr76ftrPe+q37FGQsdX2smqe800bYa1ZSHYCBe/nvb0E5bIcy+xfgmMKuuuW0dF3r371q5v7Nk6tgYg6sSqClf43brysEcYL6+ey00t3WS9TOWbfZ4kUCvvEiSboiKKJC5DF9ql1y37XYmeyo1yYXNSIpgRMVWd3DOSIb4vCojq2DiHYJm21qS0SFBPeQmnwVX5fk3bKh7UXocJmWPi1uQDJWESOENrU09d/xqcXEp+FMb7mZdAH+iIL6z5AMXfcfPy3xo4NypTkXYE0G5OeV2N76CoSCCwvOR9yLAqIXF+rkD7kx2b5YJUxr+xailW2RQWciA99NxgL9mRq3BPVG7Fje0HQ7YewEZQ1zhzy6Ec/uvk984BgY5VKL+DwtwhWqqz0mXemRPqSTSOnrYYYevaMIy/EWXDrvuIVX+XV3zXgBFkahDl111ftT4hdzFygLz0DKiAh0/rLPejTVXO1IESQrGY9cm+fhO8J1vSjqj7eQ9Aii4TIux7riefBM2CsUPmHLqXpvthklKNdRv4LhdOAE0vQpR+l07MplJdwGUxMlAEE3aKDJPHDWpSHrAqxL0hJIgImVgt638nOZE2ZU5IrG4eoYry42miRDFnMkXKLO2Vu6In7NEAbqvCgv/jQKcOIDuKuPRFSi7N0tr7QD8jfMvuL30VCkOEhyENfuD4WjKiAxiJyvq261rZcAKKEILjHHMwz5OnAgExT0VMXHZm9+uqre5f4E/h77bohFARuAmZQ0nCd+LAK1FUKbWx8VNNsKFdRxzPv3inKiKnfkUlcZ6ExPr1sjE1FERmcuWxOdh8IrOdKMGJ+dK0pQRv4v3lM++RUTkEzjC06+GzBtMBB2y0bLwInfnEEWsBgnpaByyFK7d9bF7T6HCRbljlFBSjnslL6Wb/ZVyBj4tlzPdYSFhzvHRsQIPQ2uLveXcpfCioEBLDrWSWFwiHjYAi6xdEibILNy0KwzKPnd5FzJB0pUZN4cYIyiak4YGKiPFF4kAcL0Ek63thESYnRJttu2tR2SCAliU1BWtQETVmxKLTf1wIfpW3fJ6keMrSfNkfKKWTa1WJoARZkIQ5ULCoT8og4UjYXN3XlZNtUoJgSni2p+sCmN4Hytou3cXzFFVc0z7wAUVt4blkokIRdj19fBb5a7erzqcJe7F/7OoVVoMx6hjARE1hltkGeT4ENW0Paj20B6bcvQvaMOkvVpWZ28bfLuskSJGA0T+yToCN8rkFQ4970n2vzNacd62O2K8+RtSGBYLsSVWw7U2RUzbUh6Nq9DYGUzDA7jWBUMJ910Dwvo6afKN5egqR1+ybMLe7J3+V3o74L0hBxh2npV2ukggIq91iPtaf53jzj38QuY4V9Zltoe9WtBApjlZ0tFA4BB0PQTTQ2q7RhUlpG0ClLFHGTl8i/rdZZhJBLxMGEZEKjlFuQTmrVEalIi0vbU7kNqLBKcvFEm7gteBZwfWBS1rYIPCCWh2wNmguMYR5gpEzZMuqfAIn6Z08AcmrxtJiqriFlTRndJ0H3TBkHgofAor7rnoRYETzb7fKfnl/KNGVzF/Wccoz4ICcInPErADBPIGaIiO9R6RH0PvsAhoJrMA8iUvpe/eptgZyaEwgZ2VCItKfqjHGVzY0IWVflWMYSQc++F0TO/D31ORFUcsEr/zybFbiHqMzme3OWTbJUX57v7PvIvoF21ql9om2qsXivMe7LnG2seW/9RIzymfzpAnPjU6ZNoBrvOruSdhdYyYCYKzKu1xF0YxwRdi8RVzxnAjPf9/nuXbbZ2kkl933X5PP9vbWA6u3vdp1r3PfYB10VCoeAgyHoJiTEw8Ob1zLvrQnMJGKSoSy0Jya2CzvdcyKcyQTh3Ie6OCW0lcWq6yEkmyCdbkHTliZ0dXFNziZt5MmE3bccXWE9LMasIRQ+7U3NtekQydDWUdt4vWWMqF2sMfoCibRgT4FcFzUNLPosAqkUsguMYZueF0+8RKoQzV0taQLPbA5vQ0DkvpDYnJaJ1FILY3+YAsghvzDCpE8pq7sc1iMjQz01RrJx1ZxoLJkjPc8Iu2otfT7HPO3vKLypdoKkj3lSboBEuq+UQQwxD4wf12UMIbYpC6vKjr9Fvs1t9tksnkeQDIPf++7v/u7m336XBXAoCMRZV6xb2kv/2JxrPdNPxqfrEpAKmhbHvLmeBYVoEoLuWVx3QrT20v8+0zg31xhjAizrY0i+oC1nXJiHZKAJXdZP12R/hYBxrExWoXDacDAE3QSlhvA6IOA5/MPilU1YJhqTiVcmMerjNgfxHCIsQibQITfPUdOVjxMMWTSQGJM2sL0ccu3jOYMn83Wve13jT7cRDPmRMUKm/EwfPOMZz2hUNGPbM6Hvp8hmWNTPPffchvD4PAs1FXKIsqQIAtKFHKwqPbfr+M5hLuYN9hVkRBCK0BnvvmbTta+ITyrqTAFkiL1BgCAzuGtAgrQJetgJBNiU2ZQTNK4EdYK/vu3q96nosmysQYil9x+LoBsbSKagwr/1ExVckJAN68infpLZS0YE/O555513XAHF97XHsk3A5jRju12ZZehSgq4VSXcdggTWHP0CnnFzubG57BnwM9ejDSjQ2t0Y9tywyy17Dt2/9/WsGgsgICO85HkAQoCXtkkQZBy6Tuur7wnMtbHP2vd5C4XCScDBEPRNsHHLBBFfponERKrKgbQfwkCF9zOT19AbyeYMZIKqEp/pkERdmp2K5FRI7W2RtBhTVU5TG+/Dn06VZnVB1KlbCDkyrq9Zj/SLvp9CPRegsV6EsCAHStFR+oaA5xrBc4+LwcZQip33QXq9KK/IGKLiefFvBwD5d4JSZMqcg9CPHQAhaghv13KxXYDQpWQkskXAcH9sHci7/QLbzhX6yvUibkggZX5xg+8u0D/ZoEj91T+u1bgzzyPoggObIF3Lsg3SCChyLrA0rsxXVOlVgURKKCL+2ZA5tMVJIOGwH4GFPvZ/gbfx5d/rKh8JPLSzbIXr1H9sO8Y1u9JrXvOaewlSxq8+t3Yi1IJ58BnrLDF+Zh+Ml88TNHrxquvf0yB6FQpT4EQQdGqPidZiSlmQZpPesxM9u8GlXU2qQ9k8DgmpHoGgm4wXNxLuChO2NK9gKDv7VQ9BJPZV2u80wKJt4yVVUOaIxSULLMKSBXdsNcuzRrWPjxmhQPyGJK0I1qb647sGnnzyrjmlCwMEh9/WScKAFCI3SJTnirKt1vRYoIhSUSm41NMh7EKLoJ4im+4LQZVh3KU9BS183Egt5da8YDxuW1pSHwj+jXEWHNe2uKfG7yDniLexsk6xt1bI9oRUuneK9bpqOGkPn9H1AKG+ECi1rTX6vGutfGPX9VvzzL/OrDButJOXPSzGa4JP7YVg+7f7N4/4Xh+CLZgl0ngZO7JLVbmrUBgGB0/QTTw8etKCieyVw+JFz0YWivlYE+ohwMKSjUwWpKEJOljkbAJEyJXVo5yxXlBvbXKsI5/Hg0WXP11gRN2loAOCpN3HrISANCVzBby97DVDKaVdMJSCTkFFjrLh2YtSjtAgxSFoLACXXHJJE+winV7Iza51zZeBOqxiC8JlDkMih4YsTEo2ev8hNugJXmTRjElqNkKMOPZpI/fOsiV7gJhTx73X4oFUrBfGnfaRycvc47lYJsjI8qRWOxi7Ap9NByql/+fssXa/2kx7efZlSayRrp3VpW1bodBrK89rgs9dgNivO5OhUCicIoIevy2fHdJJPbBJzr9NVMihEmQn7bAck6zSeyZX96qE2aaJUXukxvG6DUO7woJw3XXXNcoNZVEWg/2Bmj4GgSl8CiGJCB3LCyKBpCB3Y7S9NLoNq4gqJQ3J2cfpsbHRyKTtWi2E6tpWXl/0ohc1GYl2+6W0nY2FOf5d1Zprrrlm8NOGHdhC5fTMKl03pD0NBHQh50oKrjovYhuYl8zN8TYj6LKY66D/Ur4PydT2KYWY6jqQErvGfNu+ol8o44Kq888/v7FZte1AxqxskwpDxom1wX0LyjbBXGuMzbkMr+wVcYrlxD6VIHsLBKAyajlh2j0NPaYWoS9UeZHFHmI/SqFwWnCwBB3xs7DklERAWqOoIOYnpWxifOOUHnYCpCgqkolXyl16k98YQWqX2QtMyNTOnOY4JigprBcmY95HCo5AikpDnRuaxBQ+BSojEnTppZc2C6MNXAIkey9kNwStSM4QizICgPyDvt0HOYexCIZnJWX0FgNgzxi/smfR5wuWZe52qf+8TNm2f4YSrW2HPjhNqUjXbG5A2hbrbe8K1gxkEbFGhAVyyPpiWyLNCCW13fzWJuX5mkCMCON9V83t2ujmm29uSo7KfhBsVCLRX9aKs84661iN12/mKfuVuiB7EtzHXCFbJmihllsT9KugB0HWB9qNfWlbsH9pV3NM15OAXYu/k+Uogl4onHCC7mGXogSklCqMxGaTz6ZU5aEBAVdNwqLiXgUkSBbVBzFQ65fX02K2KlWZ0lkm6qlgMr722msb76PPpqpbhKVUy5s+Hqh8FuecHqrt+XYtlAinhZoizLZBUduW+CF4YFwOqbzOBdqNDcKzs0yVV1YOWdGunkeqLM8wMo2IInPbbtAVTKeOPJK1WPJvCOUcOWf3yIbQMaCqhzlH+yDiVHQE3byFlLNjudc2EZcxCAQPUcr1QxcY+5Rz5QrZj+xPYgGzaRU5R8wFX/YcdCXnEBvXpoysMcNK6NrXbbYcA+5NdTKBEfHGxmbZNPet/ZXB3QXGusDfGtsm6MaRPhTELHr/nXIsqKpzMQqFE07Qk/5MXdj4CBFTCtBJrByC1KbEGzJFibABKKRBtsAiiBCsqu4QxckkOnQll3WgliPkVFyTNzWdKoh8UGFOYn/tExRzmST2L+PDmEAsUtkC9D+ihMg//elPb6wISKCqL11Pf0Vw8uwhT1N6zqdC7m+dpSGVXbJxVCCEfJqjfF9Fjr4b07UtmxIiyDbUh0R2Dawo1YI3AcSYh8K4d8+4eQDx9twbe+7R+Mu4dK8pX8i+ImhAzPtUAZLN8Vn+3vtSzp0obc2gqOsffWL8Ezf6ZnwQUte8ac6S+TB2BMBTE3Rw/9YK12Debe9B8b1d5n/rC4JunGd/hrUpZ4uYB/7BP/gH99po6rNKOS8UTgFBF8HzUoOJ3QKgggJycVLhMBSbXwUkPIOLZMhitKkWs4WCam1yzq79KUBZYXOx+YxHF3mkZOlDL+lWBK+wHZBBZNxL8EORtCCnf5EehAI5omBFBQS/6//IZPyqFnaLqefJaxXB8LfZLHdSsyGsDFTQdeRCEEQhpFKyEuiDqMGCnr7PmTZl3UNgPedDk2f9bFOvOcOzNzT5X4S2sGdGoGj+8u+cMAoJGt2rsWeuW2bR2wTjEQkXCNx4440Nsdc3lHNBKAKJXMtwGK+bvPDLgIi6D1/XQbBBsdb3rGX7gMALGTcvULRTE918oB262lOWEXQBFtGo/T3QtjnxdGg7VqFwGnFwBN3EIz0rKhelU1rmQs4t0MiohXnxtMNdYKHZtRKHBdDETPFAjKci6Da5mcylRJEdaWXBBJsS1ZGap0oD765FpLAe8ZRbeAU/2i5AcHJwiMUYWUEyLcYW5ihn2hnJ8PwIcI0JC6sFPS97PMDftgm7TIz3iGIGQ9Tk3gWbCNO2QDQ8e5sO3dJGfM/8zdpe0KONZPX6Vi9iTfBcIHnXX3/9oNWPkHPqrv5CUscm58Yne1tqY7cP9YmqKjg3H6jlb7x2zeC0wbaBnHt/VqA2+dSODlTz/uYh/WN+3kZB9ty4l02bkJOtZEfc52ZR1sccHqfPY2/MxuZtwD7jvZ2zIANjTvcyf5SFpVA45QSdIsHLTImRAp1TZRAlvhAmappFZ26E04IY0jYV+HS1Q7tyDA+qUnUm+Ic97GHHCjC7wElVY7eFvtI2SDkVHGlMGUXEEfGJ3cu/kXBk3L9lW/zbV7+LVCNA99xzT7PA+nfS8AJfAab3ZhXg3UV8ZFso7F7eQxBggRcAIDnG076rWrhuwQMyu0sFl0VoB23AQrYJAh3nL6gcAvpBuVH90PWkUeQxteyVJl12uM62IGrYx0LZdMiVjNzYEGiElOsjY8WYEaTb7NkOfLYtxWpMq9pCibcWqH++6BHXBzz2sdideeaZzfzTt568exF8bTo9NAQ9Fql9IKIVMcacYSwh6Ppf1m1b643+M9ZZtwqFwrg4OIIOFkJEYW61tS06CM5dd901O3IOCBnSYXKmhEwBapZKCYuwaLK9ULNkHahNVC4EBYEYkpwcEgSeyLjF1L95hWNLQWiQdIsktUpGhHrl3wgQlczCzHNrEV082Ofyyy9vNq9ZsPlvWR2QwiuvvPJY5RQgJUhC7vlMQ9hdh8/3Hkh5qsGoCU4J7esZHgqu0/UNHSikCkafe4qVAEEXyLBXKP3XhaQ/5jGPafrA+PfaBggZG5k2Edy5Du/lRMko51OQc4TZ2DHnGDOxtwiglDVcxDZzuXFoDBvPxj07y6oAzfhmn9G+skOEAd8bw16HoHsh6LI722QFdoXPpGqzGHk2EjQILhD0QqEwfxwkQZ/rYQgWYSXR5lpGMJvV9pl6XQTrzute97pmUxxSSulDUBF7QYTd/ydxA+IiKLXsDch1qlhQu6iBFtWcDgpIub60CFMNtWE2rqk9TyVc5puWmvYeSByCrhKS/2vvZaeN+mx/4wUIOtJhwRdM+X9OePRCelwLexff61T9JsjQFkM+d8ikvoCuxF8wlcyeCiX6DSFUd1tbrTssjdpsA6U2dyT7tpDB815tsLWAfpyq2g5ri70mQcq7brILdYVxqDqLQES7OmdhU/8LJmXpPFeIq+CJci/L1wUZz5v81VHw9bnnYl9ZQXNDKnclWyCQN9coMlAoFOaNgyToc0VS/nMFUofcUXWmrOSyCRY0G+0suoif67OoeCHolD9+3n1bKYaEhZN1xQKOCFrMkeX2+EHUBaMItX7j46cUIt+rlELEEJaV97Ngq77g/RBHGR9Bge8tI+jLCAolzt+7Nu+hT3LkOhKG7LN4+T5riGsem6hTUKnV2XA4BIxB7eUeux59HkJPlRVcOuEYIRJAPO1pT2vaYZmSjsgLbvS18b5L5Q9Wspwgq9RjNmQrP7tMuR4D2iHk3BwTdVw/uTb3KpAxbgSeqm/1OV5ee6pvro/MDTKqXefdWGwEEOZAdeyN2y61wUPM26dxroI9Na5pn5lAcwAfumeyvdlY5qFQKMwfRdBPEXiREUOqk0VuHyXA1oFt6c1vfnOTmqf6UdMRWMokhR1hQn5kKeZ27V03d+YlKJFqpjj7GRsFFRwBtoDa7Ob7iPgNN9zQaSOmdrPhExFcptp5z9SiRpbs50DQ/R9J7EpyKOiAFN95553N51FubUKMtcLL6ZrIPwK2TWWOrtCW8eIPFXi6fv3UdQOs9kx1KUo1Mqdt1OLO6aZ8/7BI0m2kpmoaA7vaT5B8LyQ4JFmgNBU5N45kcdiDBEyCQIG278f/bIO4uUhAqu+0s7rlXawggnjjyt8SHPxd382Jxse73/3uxnbDVmROXHaA0iKS2WpXQlqFOeyNMg7dq/nEs6r93UO75nyhUJgviqAfMChIFqdNB2cEUfCQDwvdXEku9ZXKRfVReQHRoDZbZJTZ5KdF1JGnPgeYTIlYR5BZlqJs7Gwv4EgKxVT2ADlA5MBCamHlr1Xlhi+/C1H0WVQzf79sDwQCpM/jS/XZ7AGuLZV2+ijFSGcqxyCWXvrJJm7XjCzzIT/3uc9t6nkjRWPAZyAelFrq5hAl3vj7+1gyUtVG++bz9TFf9Nlnn32s7n/DN3xD088pv+c51B/+hura9VnuepCbZ6jLJtehgPAiu8aE8SUoFHy4Z9/TDlRztfcFk8Yd0n7BBRcc3Xrrrc0z0Ya2yfNv3hLE6mMBKLvKLuco2AOj/QWRglTVXtqb2Rfhs3IA2CHAHCCIEbxqR8F/Npr7WqUQC4V5owj6AQNRRYTYHyiU0qldyjva9Efto0TPGQIK3kmv2F4s6IhmavFS6yw8fgex1xarTn4cE1FcLfgqnljM26f2IW6uG4FG3PTXIhlb3Cjnd5CTKNab4HP17boj26lqbYKuvXiWZSu6EHQLeywtgopFtTqe9Zxwi5Ai6q6LzcOhVUNu7nYfIYRePncI4oEEIuerjpRfhDbRHouHEunvkHQkFZE/44wzmqyQajqINFsST/AQz+PDH/7w5pnYBznXDzIyYIOigE1mxTPBmiVbJBjUJg4KAnsheMm133Oe85yGpKdSkJNO9adnPUAuzXEsKUNsvkTyU65U/flXvvKVKzMwgrYuddDnhMwhNsYamym7mKCwUCjMF0XQDxgWLwsZIuiFUGwi6CEQh+ZDtBhTHb14Ri3aiCVSTKH2bwQoXm5KHFJA7aI+C16Q5KF894gq0olcuQakkyJoQdQvFn3/DmF1LX2DBn2lf9s1x1eBtcR1+JpNncvgOtiHslBTMqme/s9Ss6hgLiJ/B+uOn9fWfM8q+PD78qUbo9Tut7zlLYNYXvQ12wiykePbjYsh3ju15FPmMkq6IDCBlfGGtOlrAS+L0DKbRJuk+92cPIrQGivZEL0rVG/RlyAD1fekzF37gvVE22gXQajx4fnQH0i3ajLGxOI4cbAQku45pqRrK/chIPfM2HDsuUf6tdUyS4sgQIlLARUV3MbPLs86dVmVHZWklgWci/cIh7RpXcYUQTdXtevee2bmcn5IoVA4JQSdwmFRoKjOZRPkWLj22msbIoH0ID9d7ncOh2gMkbq1adRLypzlAtlBqCiTFFvESVUMi6p7dr8IL/JONRbIIFsIGJ/sprZDfBE1pAHZTG3hbMpEzix4iAnlEjnZdcOw60Z43Nem2sWUZMTIPa3bmBbyLpiI3cA1uy+p/k2KqyAg6HJ4lkwCpdgYpaDHzqCaCIV1l2eU/SdKoDHh3+3r2wWIm6ArNeAh1gx9jyTKEPg35Aj5VR7yNknPxlpjNCdoLirvfcHHboM1sEwtK206JijnxhQIZgQIoE/0vZe5ikK+CL9/0003NfXMBaPayFjX/oK5dbaTQNZAX+QZFYQi/rHAaG/9GAW/TVb1gbrom7zl+ty4GGtdEYz32SzbBQlWsyE3yH6JLtB3AiZ9Uap7oTAdThxBl1K3oZD9QT3ykw6Kp1fXQzcQAQTOYjOnSi7bwiLOh556xio6sCcgBhYhpCGVNJDsLOIyCL6PAFN4+aMR9UDbxDuOhGejm7bzt8g4YoGQIbg5BGpIWKyRN9dhgV1H0AUNxsGmo8VdM1UNodcObC6sLdsQ9D6bMhEFASXFG1FiXxBYqU29jadXHyOlEDLo//Hx7wrkWX+6trZSzkKiDf2fouv+qbyuxz2u22joZ8ZJNgkLElnUFlXlvvjmb/7m41KK7E1T1DlvQ5Ab5R7aNibPXHzj68id31G3334F7U0Rdy9dyDkYw/5GMGtDrOfWcyrIFTwI4D0jsGq8bVLGXRcS7V6Q+U2/by+GFyGhXUVlGcwx9pwosTnEPoTAPB8hov2cIt3LIOh0n9lU7D4dwGfedC+Cv0KhMA1OFEGnCJpEoE22Cp8CkmchQ17nWMllCFjsEaF2LXALDWIk3YsYhsghXRZdpyzy9IcUW9xV1UDSYuuwsCO0SCxSPvZhVK4xStcmvy2CrT+7lHVDMJEMpMD9IOwIlSAAsVllXUFKkQe/q50QYu3p2rQNRX1dzWd/p0oPrzUyYhxeeOGFzaK/KbBYhCAcGZMNQYAQCOQfaRricBiWAO8jqPAZAZJ31llnNZ9jnN18883N7/reJhKKSGtfpN64Qhq1ueo3AsRtiBlizNoiOFPT22bcqaFUYZ4nm46NqQAxTFnCdfenLz1/MlypNuKZRC671BFH5PWNPiNCaAfji69cdlGgYNyxy6yzZq1D5gXX6j03vQ9C7H66VE1RK9948rvt8dYHnmcEW0DftpGZq4w7cx3C7lkhXCxWbjI/6gNij/vUjsa5AFjNeO9fBL1QmA6b60UdEBAAO/Et2F2P1z5tsGhQ/g7d5tIXFhq1vo0P6WyEAslEzsHXVDewyPu3BRNJtyg5TOkVr3hFY82g1k9xUixllo+Yd3edSo04IzWI0bL654uIKhk7kM+xaQ+5t5lsFSzgAgaBsM/zstAjQjaZWsSR5JSjW6d2Ir6yEAgMhY5/GYnqAuM2ijFSqm30B3KIBApWdoGxkY2Ai7X3kc1cJzJ12WWXHW+MRP5WIXtF/K0xpV8RIQSJmvmMZzzjeCx2BVsHcg481/sg58ZQ9kgIiN/1rnfd6+ftmuGrFGdEUc147SPIY4Mxf2ur7/zO77zXJtF18Dx7LwRa39h0ilSa726//fbmtcspxTk51xjrMnf6HCQ5hzStgwDX/XfZb7IKnjsZGTay9h4j7ZJqQbFSESwWVXRE3hj2Hu2N6bIQ9vHoG/NFoVCYBidKQQckrMuhK6cZfMgIiEm8awr5JCELJkXMC6HTDhZdC2U2dVrY970hzMKqnyycq3zKOdQJGegSOFiIKWmIvYXY/VIp2Teo8EjvMrtOmzz4He9DPUbY+f0RKf9/4Qtf2PjO1x2jjqQKlLQxNRzx51EXAK2rnILEIqb6h2rc3hDr/65FINFXkW9DG4A2aren9qLIIjcCIYQohzbBuvulYHpfQQ1vdJR24w8J1bZnnnlms2Gxy5hT/UU5RUCKu56GOSQEMjIhVHLQ5jIXiKb70n7uE2nWL8uq9yDhPOfIYvYr6H/t8JSnPKUpqyo7QRFedxIrULR9hoDznHPOOT7ISNZml3KM7f53z0hql2pZspPuy5yyyRJjPCH/XQ5BWgXPwjve8Y7jA+mCbHDOwWee0XZZ1jYEpPrLz7Jx2XxpfPp66JbIQuGQcOIIemEzLJoWr9OkoLdBAaNuIQIIAczVj4/YIQbrCAaVEBnoug+Bokah5AVn37GwUz+RZcScVWAZ2XQtyI/fQ84RjhBk6r3xhFRZ4Nk5/GzddWtvdiFkG+lGHC666KJmH8Eqixrvumt2v4vH1iMbrnHXMngpI7lo/5JdcG8CAaQPGUSqKY7uf53/XB9RNpVTbNtgiAk2jzrQSKk/1UT48leNReOU9SOqPUI2RAWYbSCgCzmnrro3QQjLi0DqlltuaUi6MYWgLwaPfgf5ThUkCneCs2zcNFZlZwRvsI6kGz+CA+M3h385yGgIcg7pt65BO7KLnMsS6ft15zUYUwLxdRuNN8F7LBsLriNnBLTtR8vUevOiZ7td/z/X7T7G2MhaKBROgcWl0A0noZLLLrAIUj5zGA3MkZwjg16AbKy6F576nEraFSHzSGfS1ggWAo4oLoICaEGnIFJJl5EU4+r6669v1H4WIaXz7AlBwNalxhF5JJXq537ZV3hhFzd8IvHeD3mwsXLxECFBBl83MrxLGVEEHbFc9Bh7b2QP+XvpS1/a3F9Knbr3dWMIedduy+wOAgvWK8RHJoJNaFl7aVNtkM2ONmOOTc5VygkJX8zsRME3FgRV7p/ySjX2Pf0nmErA1C6P6P5kIwQ3xtwdd9zxaQGO9/uhH/qhZlzqWxYqRQBWQQZHgObz/S3VfShyDlG3u84Vfk/wSdHWXutgDGgDr6EhMBIg5fTVYNkzYk1YfF71G+Lub3ncWdJirSoUCuOhCPophMmWpQNhOI2ewpDLvp7fqRG/N+vKquPMU17Sz/sQdMRBOyBfSXkbEwiWCkiLPnJe86hn6zZgIyWyEt7b39j89uxnP/vo4osvXktSECkKqs2SrgdRuOSSS44Pe7IZlWILqZyzLDOS76f85bbtjgy3lW7twW+NpMkgCFi0VTbxKr+4DoJBfbSqRr22Ryi1G7uSykLtZ9M4oEzLTKS0I7KUU13HADLMwiKrkaxCgFwbD9rcNWsL15t2RzhznXne2mPYngNEUJZC9Zb2hu7F8SQQCXmXPUg5yUVcd911x3uP7HPo8zx0QYh5H9ubvzF2BHLrYPwLUMdQpynoXtq/HbAINCMABMY2WxC/umBYsHjFFVc04xyh1/6CyASJhUJhPJTF5RRCKhQJ4P88qZVc1iHEZ46qeRsWRRaIdVUdQtAQoj7EAbFiF1BBhIqOsEtlIzVIMe9ve9MhZRKQslVkKkAEWAu8t4XeNSJ4m65Pf6hP7RpYGgQPyu4hXVH1latbd+IpLz3VtkvljFWIstjeTIiQGDeIIiJIWUZefQ/5WZXhCAQdrmmR6LbBVsTWgZwjR9qav1wAlk2U7o8SivT5zG0rkqyD9zc/sJYgdBRwyr17tcnS9aTcpj6jlAseBAzZu8BKIajI77QJut8z5owHpXA37Rny9zImlGDXoXqQQOmd73znvZ5hY1qbUXrH8OTH396nFrhrQWh32fy5K2Sa9F02cwfaTlbCOHdfgk7PvbHlevVfnnuBg3komaVlAXKhUBgWRdBPcSUXCicyUgR9nkCSkNt1lVmiZG2zMZp1AInmRUeAkDHkFxG0kLcJOlUdLNCbThsFpDW1nxE8wUbXcSYAuOaaaxoCjNywQSAPAopNddqV0ovKh8D1Pb019e+hbQdwDZCSf+0KGKmKtApITiqRqDC1yXrkXs8444yGJLETuCZ9on9UFGKn8TP9MHTtfWBdicc95AwhR4oFSiHaCDafuXnE3gABSCoPyfosqqwINkFAAALGXNsTvQneVxtQ77PfIdka8HmeF1mKbUsVrgPyLxhJZqALBFFR0YcEsq3dZdBck7G+CvpL0JWxirALsvSVgDFZD/3j+wId84k+jEDga99nqVAo7IYi6KcUyIcJ3kLXZ5EsTIdUZVlF0ClcIYrbEHRKdRRzqibyiyCypRgbXhZnBDEK4Da2AVaqvnXJkQpqMj87tZoqjiSzuggsVkEQoL2QFve1ylKyCgikdkfGElAgzMlUsKJojzb5XEfQESlVWqiUlMcuJf5UQ0GSbEBFen2eZ9TBPfmsoe0bbQgCtBtC/hVf8RXNOAgpTSlDZI2tR1t5CapYkrS7kp0QBT0ZK33KNuN3KLDblIXU90i6ttFHyC//u/ZCVn1v3WbMXZBKLMuq0ayCYEqbDb3fh92K2m28ui7B8KoKTtom1yFwzoFLfl/WRibV97SlMSrIHdK7XygUtkN50E8pTvNGUQsTArK4ybBrHe6p4DQ/5IMndBn4fhEjpLGLqr3qM4ClgsqnbVLPO+lwYwQps4BPXZYTgeDNFoAgEYIHCuy6cnTIBULfPvW0KxBif4dcxj7BnhJPOouLoMjnR7ldZTMxnlQp0a7eq88hL+5bpRhE2OcIcMYinovwmWxFyLCKMoI0JDBk2xhxP2wqD3vYw5rvxZLjZ3muQurzt4itwEZ7UcO3hWuzqdaYR1KV9dTGyKpxgmCOAQRX2/Qh6BR0v+/ahlTRtXM2bRur66xT4PkVaOmLBK2I+4/+6I82+z74/FUEEhwWOS8U5oEi6KcUSB+Svmnz0kkEIoHAZdOiDXzqJitxd0igormPTf7nTUQQIfcesR6o8cyT7v21FVKFJCJifRXpIYDwZQOpz2fLufzyy1duBHXtkBNg+yDPQ7tNKcSqa7BkIKb53BDPVX5c14lAuWbX39eOom/cs2uROWDtmHpTt7a3n4AX3hhwzzl918uY0RcPfvCDm99v2yAWFXQEVQAk4NvVwyyjYJy6Hs/v85///CawkukYw94C7B/uqV39qQupD6HfZV/EItrBmjG5SWhR7jF9kGc5FYgKhcI8UQT9lMKib1Knwpy2Si7uN+XPwILL782LTZE7FIQodjkKfRUs7j/+4z/eqGtIljZAnizeXrznNuUhQpS1bU9h3BXZQEqFRjb42m2cdMjRYjlGhBgx8v2+WZGUFGxnJCiN2jiVWlSxQVyRUYr6qk2D2RyLTG6rSvLd2/CIVPHxyyBM/bxqe+1tDPhsWZu2v988kmvS7sYRO1K7jJ/fTdaDzWKIDdof+tCHmrEbtV5/20MRMjo0tm13diTjJD7wIWDuYuUyrrR5KjGtm++1iwCjXU1nblnDQqHwKRRBP6Xgr0U8LGo5OfE0ZQ9Uo0i5QP9PWj61necOZM1CS52LYrwtKMSxHFBpjQftg+gq65fSb+vKK04FxEQVFWQd0eNpVsJRgNEmI8Y3T3L7yPIuCIlatD+1IfOUZydl/ZYBQRXQ7No/2t3Jmq5NUPaYxzxmUpKuHfNcINpsV+wvV199dRPMIX6uR5sI6mzedPASi5TxyTePTEat3eW0zEUI2Lx8NrJpc/CyOv5DgM3IM7dubKz6O23oNRRch0yGMeG+ZbvWjQk/87te7WCxFPRCYb4ogn5KQcGy8PMUbzpE46QBsXPvSbM7GAdpQLz2cWT6NqB0UzQRaeRkV9ggShmlRCKA2sbCT1FOreSxD8VBItzXJvLpflk/VPBAGCm4F154YVN5JH+bUpB964THvrBOhbVxUrtQtdedbBkFf4ja1gKBH/mRH2nGrnrwaoFPQdIROEFb7Dza3TWkjVRxcZgQ73e76s2yjZWyEgIWbbyN/WgVqOgCGO3h8/j+EfUx5kz30qecKWRj75AWF4jX3vhKacRVyHg2z7UzPqWgFwrzReW3TjEsvlLRyMxYG6sOAdkYSUneVAZvDki9Ykp3ShnuCqTDZkwHk3hvZMpibgH3Qs43lRPcFQh2SiTeeeedG39fEKEco5KEFETKqXKGiDvCyAPeV0FHJAVq6wg6guyzWRfW+f9lZijelNMhrEE86SHlrEeeX+rxmPX8WYgEQBRbBHxZBR1t7WVcZjOkQE/pxRxwY3xR1uPx56kfcj8DG5HTaFXMcR0+i51jyKBSwOWZ6BtwJXChXuu/ofrLnK1/AntFFk9jDaKau37jNvshFg8qKhQK80Ep6KcYFg7p2lXVBfhdLXibKgQcGvjNVZ3IKZVKCyKnh6KeI6IWVovukFVVKKMJUFgaYvdAzmzIGxOIHeUe+pT91AaImWojFERj1eFG7BXbeJ0FI95znY1B21PmUwlpEfzaygCG/AypdFPslTEUVLL3IKJRt4eGajXGAWLq9ba3vW1teyLhOTyJZz++Z0DUtUeqAcnaDW2v8CzcdNNNTYZFmz/hCU9oLFpDYdv+RIgFa9pAtm4oeF/trI0R83U+9DZBF4SmH7KRt1AozA9F0E8xEIx16WaKDEVyyM1Nc0C8mIfov3TNNm0iku9///sHPzwEAbTRTho8RITaNvbR3k6iRBqoqtsEAzZwXnvttQ051LfICqKMkBjfXUiVKh0pW7eKoHtvQQBys6r2vLbzezmFUWZmSMj2fPjDH27+Ldsg6zA0Sfd+T37yk4/fV83yvhkUynvmDu1vzKaCiKzCkGQ10P/2KGSTLxXf6aNDICUv+z5z/oaSb4xmo/EQMAYRf3O44NQzuqqaS5ugp166cT70AUqFQmE4FEE/xYgCmMNQFpGJfMhNXXMAAspLu+nI+jmCagqUMzWLxwA1LnW+qZFIlnrXCOwYUPWDuojI2oC4rQXAxlCHG7F92Jjp+pHp888//+i7v/u7G7V5XYk8pBGxR1xW+foTqLjWdZVZqJTILTK3SmnvigTK7fZH0vmuWWdYkpw4OiRJZ+PJaZPactMJrotgcWEFaVuFjFl1twOBZp9TOftkBnnjU63EvTiVdlcYT8bmNuNT0CnLM/TJr2wuAp9cE+vQMrTn8va4HeuZLhQKu6MI+ikGQmMBphouq4eeibwm8XkAUXbiJ0+vdP4YR29b7B/xiEc0Sj3C50URNgaGtAsEVG4bQ90b0rnrYTxIlE2DapbbWBmijXTzg3/Xd31Xs6GUdWNxc3SqbKzy8bYJ+ro9G8gSUo4Uee1iceGhty8AAWfdWSTpsigyD9pQHf8hSLqA3d4UwYy5gfWrD7HUp05/FRy1s1Tmk/SHr8iisTbW3Pba1772eEOk69n1nINsEB1i0+9QIDII0tLvrF2LZUfT9sain7XLLNbcXijMF0XQTzEQiaStl6VGLW59S4oVxgMrA8WRGjdkqrwNCzyCBdRP5C9pcJs4h7Y7qRCCOPOd51TTIWBcU9P/4T/8h82GUwFNTmTlrX7sYx/bHG5zxRVXHF166aWN/91BN4iokoDLgGymKsym2vNIeTYV7nJaL6IZ7zbifO65596LVLmvu+66qyFdAg5WoV3gullb7M9QHlCWxubUPkAGWZXcf9tCYexqNwQ31UMEnKk9PzSMXyQ9Kr6xLdDZNmDSB4v3NAdk466gRxvbQLysT4ybPNtBEfRCYb6oKi6nHMgIUrJYC/2yyy5rbAc33njjQVpBDgmIX0q4rYIqJWp9U5jVAB8LrCyBlDz7BBKVOtPsAo4EHwJRzvmFVaPpW76uC5BBJDabaREUdhGvnCZLfdS2MhJ+H5FzLYIgwQN7hO9T1inxyM6m0yrZLLSXai+7VHBBLhGwZC+o/E972tOak0kD96avkE9BtXa18XkbsEhks6Hrf+9739v7PbJZFIxrhNh9mGdkFm644YYmkKCw+xmfuE3aY0B7IOkXXXRRkyXU7wIQpSH7oq08zwmCKNVcXF8OiloM4P0s5S7bG0O1hyDScyEAtLfBzwVl7cO6CoXC9CiC3hMWFK8xyMQ+YOKWRk9t4yD2iVJYxgfbBG+5DW4f+MAHlip3SCKl0YFCu3qaV4F1Bmkyti36AjOqM9WYaohkIa88/CpI7AKkAEnzvu55WQ3tMUAVVjvey2erJ66uuXEe1dvmTi/kXJDqZ+wBiC+C49r/7t/9u01/8WdrJ/9uzwmxGQzhOeap9zy6VgRs2SZaGQh2F1kWgYcAou+mTpYWmYX2526bQYu3PARdIBZriDElgDCm/VwQyEYz9Gba9hz3ute9rqlIJfj4mq/5muaalOPsgyjvY5a13Pb+9L/7Mr5lbNxnW1hxzcZwSmAaG0QZpFy/h7Sr3EUwEDR5RpzW6j0LhcL0KItLT0iP87FKzQ95Mty+EGK0mIZv7/ovjAt2AoRuVeqdOoacsztYMMcCAookUekdigOIoWPdkSsLuutErHctHeieEH7qciqSTA3q6tvf/vaj7//+7z+6++67j+8pG+qUs9Tu7h3hRcARGaTbV4GVCiHnnHPOp7VHSniu87P3gU2a1OzbbrttpeVEpRABg4COZWeZF3kdkPMQNRaVZTXPuyKBfZvMpl0hdqN4uqm+Y0KfsTohpq4Jge1bRYaIYcysq32/L6Q8qnFoDCw7qKldvcUr+wMEnfrAV/eW/Sd8+y960YvuNS4KhcJ0KILeE1KCVAiTu4WZKkNpm/Lo7SkquZzUCi5zQ0rOsVhQYRfh+6ncwloyxsZQoJyztwhAEfJ2Ot+GSIQqp0L6nV0IlefF4k+dpmLue9NdKnMgJl6IKSKG1OkfZFM/uH8BDF+7ko7aiRJss+biPbAMaKuhCDoIZNYd7uMeWEVcDx+yOuBdIdiIv56daZdqOrCsOkt7TBnrIYPamY3KeBgT7ouSTq033oksbUtXF4Ju7l9XvWdfoJZT0Y1Rc7b+XOyDtH/KiRrbMmFXXXXV0d//+3//WH1XZz+WOzYnG6rV9S8UCtOiCHpPSCPfeuutjQUAuaUsPOtZzzq6/PLLm1TtoR2dnEouJuO2D50Kw8qwyk5hQx0vJ3tAYTdbiUWVas2v3IYFVAUPP0cExzztFZkzFtgnFq8DkFEEJ9UipMIXN5x1gefFPQEvfZTUfYPHH9yjZ9wLiYnKmPKMLEbIC0UdkXnzm9/8af5pBAjZRdrHsm2sApKlXVNi0py0CRR3z3KCcWr9rtV0Qg7bVWXaCjrEJ4842guzy2bartB3skP6ER73uMfd6zTOdTA29Oe6U2b3CQRdX5rHvWTE2pA9MJ/7nfSFsWqcsiDl8Cg/N/f4HYGq++5rByoUCrujCHpPWPgsJipEqENM0ZIalApHcijqSocdinfbgmXRQZyQxQBRMymvOqmS8pIDbQrbg8XDBr/4jNuQpqYu8gHHcjIGWDmQUYt6iMsiELbYayzoxjcFsi9yQin1tF0Te98QbCC3bCKeCWQVuWQBc+9RTRHvTQdcyTAAIrdISqeA4FqdfzYOwdCqg8ja9chzDP1QlqPMf8nK6e9FRTfjHQF0uu+UlkEBmGfOfE5tFnBugmdE324TmPZFMjd9IHNi7MbaZL9IG36Ww6PiK89npJKOfvJ3nnFt9IpXvKIpFFDzfKEwPYqg7wCTHLXJJGZBpE5YwKlxL3nJSxrCTsWaO7IRrE3QNwFxlFZdl3IvdG//xbJ92bAXRXesjVoWcxsLkTmEmYq+CogbwoqgJihdJAHr4LkQvAoIVdFYDEhci4zM1LYqiqGTGN27jXGQbJJa6lTyjHMWt2c+85lry02GoC+zLE0F6r5MiCBBacZVx8B75r/xG7/x2MKhX4bYAN8m44iheVDf5/tIriycz0rws+pwqLGgXr771V/awMbIdVbFKTeJeq7sdbLfo2tte+3oJGDIia3tOT0k2/OVLEC85Z5Jgkw2f3vGZYlTvahQKEyPIugDAFnhW73pppuadLeFDtngq1RrWfpYpZRD2yha2B+U1YuKNlbN83yOcmqsJry562Cxftvb3tYQT9eG1CIQyw65WoT7iLVFYEflbYP/WCm8pz/96YMfW78Jnk33xl8ca4frYb1AIrUNkn7HHXc0xEYQfvHFFzf3vwz+Zt8EPX70VE+54IILltbHthcghJxFYigyZnxkU2U2giLlNh3qZ/Mi1VxgijASNxbHxBTwbMlguW8KPq/1qgyJezAWpqhqImhGuPuWuBVgCswEvzYqW4MWCbpxnqpd8ax7PmVEzQH6y5wwdcBUKBTujSLoA8LExlepIsTNN9/c2EMsVLx9fI5OMDRhzm1HfHzmRdDnAZsoKbWAEI+l2BmXCDqCSj3vsiBT2qjJVGeExVhWl3sTqaae8sAKBmUEFkki0kbtQ0qm3oTH4oPIRn1EVpAb90h5zgmUyCSijqS5Fyd7howH+s3faJvf+I3fONonEEmVS4gFMl4sSe3TUxFkdc/tm5HFWeyXXYDkagNfzYsCH5/hOrStcaMdBTHmHdmYXUt37kLS1eH3HMjgsLss20uUOuJjb2rWZgg0u9Vi+c5N8PvtsolscrG8GA8JmLy/ecUz//KXv/zo/PPPbwJtz/drXvOaZpwXCoX94rB2NB4QkBgvi49FEOmyQLG9SKVaFKjuuxxiMgZBF1DMrc7vaYKFVWUJqhbSPGZ9cOQcGUA8qadd4br4dinI2WCm0syqk0BZCJBWxIyftU1w1MJG0ME1DGWx6Arj3bMJlMev/dqvbdo+dgYqeps4UhbdA6UViTvrrLOag3cQUG2Zkzy1xRwOejEH2b9AkRVwnH322U0lE23cLpdpEzDyORRkINhaePAFb9R8Y9n3VMThdaaoC9yi/O7zICDPgGDGQVzqiQu8iCxt7zUyi8SOPT49Hw5X2hbWFUGG6zWfGN9Kc6YOukDYhnN9n0DE917wghc0mQSZDC+/W97zQmF/KAV9AvJrgbzuuuuOfvEXf/G48ot0qpP/vNoqxz7Ae4uEWKAXTxQtTAv1q23qQxg2WU52VY0REQvxu971rt4EAuGSRkdKKc6CzmU+ZwSAAo2c22S6mLJHAqTWPSNveMMbOqnnQ27SQyQRSMqutkBaHQiUw8g8q4uZBfdtgzi1kuXFM4zUe6Ypwe5hzHr12/jRZfYE3sqpnnHGGQ2BS8bMWOO1HxLxmhsbRAgvny+Qkamg8hoXDoQC9pt1vv4pIOMh+NS/2uaKK6443kOkIorrdY0CjFz3HOF5ysm/1hvB9OLZFu3njMXHODbmPacEAoHcJZdc0rwKhcJ+UAR9Yp+69CFlRiqRYoQgUO1e+tKXNoeetFPQU8HCaTJHlizghf3A4kjtQmakt8fygAoGjTkZHQrrNgevsHjYGA052ARRXbRvIbvGlM9aprAjB56Fj370o50+F7G79NJLG5I5RElTgYpxL6Pl2XMfCFp89tpm2cZBfSOgcO/67RnPeMYxaROEjFWvftvnWxBGwfZvAWCyFgITNc+HRrsCyWImgY2ELYrlQuCAtBMGzjvvvKYv9gnPQ8YiInvZZZc1Kr99RJ4b/S740H59NtVPCUq5DZ5IuECDlQlCyrVxu7qQ8Z12l0mRzTCGBcJT7wcpFAqfQllc9mh/MSlSMVW3oGJLrz7gAQ9oyAGVye9MZTdBuAQLyNRiRZHC+LAQIgEUOwrYslrkQ4FChkhbpFeVVewCCzkrANJMPUayWLiUIAXENRVCkMBlFgaEJ5VTNgEZZilBHNhrhjgcDEEHzxwC+73f+71N2yAzSHf86cvgd+66667Gi86/HGV/X17qdXCt2ln/uE5ZEO3Hdz5GXe82QW/3u8CQtcp8IxA1LrSvTazmHhVnCBj7tLvIfgiw1Eg35jwv5uEQXF8FY4KMa6655miOEPQIMFy35zKZHciehCCE3bhAzGVc8ntTlJQsFArLUeHxHsHfp9TX61//+ibFT2GnyphQLVTPe97zjh760IdOsqnUgkQtLAV9P0ACBEgW0fe85z2jfQ6VmCLIjuLo+F1VeoobXy41Gxlg1/Ly/6c85SkN8UUMV9XT7wpkgUKPGCETiPGuKrW28Lwhq7k+/w6RSZC07oRLFgKbwhEiJAjxGfNAqV0gK8PG4xq1oddYBylpl1QKiVqLmAtCjQ3iQ04r9Xu33HJLo6izj6j2wy+/TxgPrifPB6JuDCK9XoIK42LK2u19kApC2e/hudHvglAkvC38uBcCEUtXO7DyfK0ru1ooFMZFEfSZIAuWY5eziCIQPLE2pKnAsKqs2xCw0FBvkw4tTAft7rAYEKiNWcXE52Rj6BCZEkEmxdyCH0XbWOVJF+y5t12rg3gPz4AKKfG/D0EceHM9d/aGLFNss0Fu04ExLBw56AWxzKmjc4PrQtQQZEE/oql6R+q2DwVE1jySNkHQjYd4oX/u536uCQ7bJJE44IRm5FEZS/Pevk5lNs86cM5Yi3LOoijo0NftMosyAnNENpe7futJxqSxLDjX/1HRPV/IeUouFgqFeaAsLjODBYDtwAbBqJEI1UMe8pCGsPPyOjHOa6hqAhTQLKZ1KMX0QGiRGpvUeEfHArsG/6/PGfJkUkqzTBCLFlKDpConivxKl+9ymqZrtjkPoaBqOixpqHrZni02nFUe7NTD3lRWz3OJTCJySD1y98Y3vnHnrMHQkI0TiPBQOw2Ztc51s2q8/e1vH6wsZAKaBG2IeU4z1dYyhatIpX0NyLy+cZ02405Z1cfYtW+Cd9u4Rcr1rxr4yTYIPGU3jQvZTs/unPYcgH4WgCPf7inzu/GJrOsj4zU/S/3/QzkBu1A4DSgFfaagbrAGKOmmsoBNbFRuKXk+XL5XC8kQlQ+UuktKue/BGIXdgCQhMhZUJGks6F+l9pBORCML8lAwRtW1Tt1r1gD+VeXdtgHSw+rAB46cI+XI3VDknO8WOQfB7i4EPeo7lTUb6zyjc1JXzRsp3ynjIYAQ7CBpAvRzzjmnOathCF9/SF6INXJujK8j5wH/vtOZ/b7gjCVmiGvqM+/aA8Ij7z6Qc8p+2wrkZ+ZmYxxZT5nOuQEZ9+zICGQDc7uSS/YeIOyyAsSffVYTKxQK90YR9AMA0qzaxdVXX93UijaRUmxsMFW7FolZPDClKyjzFhiLYHb/F6YB0qwaBC/rBz7wgVH9nvy/bARUyl02hq4CEmuM+pryhMhNlNM+0B4qtTg/AFFDJHmUjfuhwNaBaP3u7/7u2lrP+mTT58aqgZjz5OffAgybvvcNz7bNuq5TOcWUXGQzed/73nd8LDyCLvDfdWNgCLqxgMR6sSVtIueBzEuUc0feKwk5JQSVAhgb9W1YFXiuGhcIbSrizA36OH2Z8rnJZiHoCdL1vcAEUd93qctCofApFEE/IFA5nHj3yle+srHA2IwmRU1pevazn93U7WUt6LrBivrTXvyQi13sCIX+pJnflmr4sz/7syt/z+/ssnA+6EEPajaGWoCp9GOVb4xFQfCYKiE2dvZJm7tW6rO/sXmQeolIDm1z0KbG/7pqOYIM6vImVTHqpPtHQm3yDekVPO/bNkDJF8znTIY2+MGNiWQBbNK8/PLLG4vJtjAnyXSkfCuyKyjogxxaBQ7Byh6NqSB4E3CuOkiOou6ZRHQFoamXPie0A08Zo9iwwHWbdxBz80HOMBAUs2g52XcOwWWhcJpRBP0AYfGnhDkGXl111RlMtHyTyqghBb6uq9Mrfc97GvKB7Nsstw7+xqTNxzzHBemQwPeZ1DiStIo0IwFPf/rTtyZN0ttsAlEGx7YwSf0jqsaKe3L9+fx1oDgra2dMUt4RNCXsxio3mQ2L6ywz2aS4KaChTtq7EQ+3eu/ZBImkP/axjz3aFyiogh5g3UhllcX5hN+bIoyoI28Cd5WktlHTBSTKTqb9tj1Rla0vh2gh6LsEDdtgXb8j6MkOIPFzJLMh6Alu2wcUxeJCzNHHnlNjw/8FaexfQ2asCoVCf9Qm0QMHVewd73hHk6p+8IMf3ChlJlcKoUXD5GtSRuB9zTHm/LIWUguMCRxhvPjii5tJOvVzQzAoiRbblNMLsbHwUkzHrDpyUoGMIs+U81UeaNDe1DwBEdIk5U9ZXEa0FkExF6zllFjZl7FhLLEzsKgYR/5PYTQ2Ea5lMEadoBrPNgsOy89YZwAY6wICGyW91t0L4r2pTrhTMLW15zCQ4ZJFsHFW4OxkRkryVOcaBPYdaH/B96qTaXN/smf83zlcyp6XF77whc19IfddkQxeDrnZJSvnms0/5jTjQ5/0VePHgL5lgZGxNC+uK8W5L3jmIRVaBGFtgt7eh+KZMEZS6lefrcoeFAqFaVAE/YTAZKxihpcF2cLBZ0vJTImt9imlCLtauSZtrxz7vamur8Wc2iIlSiWjRLLGWKwK3aDNtDPivOkETb5xdfIFXkrPSVU73VBAtu6AH8QeOafu6us777xzMnJojNxzzz1Hz3zmM49Jmko1yK6Asg2BpHrpSDq1XDZo242lXeH5QPpYcdoHtixCW+unTSp+jrVf9LLrH5/jhGCfpRoN28RUUOrQEfUIGlV/Vf+3Nwt6jgXfMnDKWgrQeem9lzHX9VAjc0usP7seOuTgIP54L/eCZK4LrKaAMeTZcm/62PNpr4Rgei5IZZn0u2xpm6Cn9nmeURbKHKJXKBT2jyLoPWBSM5m16+DOEZlkqWD8mwi1tGXUb/fghcDnYJZ8z4Js0m5X40D+KbYUF8qKDampgIHESD8jApS2ubfNvmExR1Yt7pTz1CteBwsspV2fKkFHraMm2nvA5rRMTT/jjDOa/pOmdiT9OiI6BpQYpH4q7YcYGHv86DfccMNxVRRjiI0CqHUCvUUCPwZkjrw2lcaL/WvT7yG07k+WQ6CLmKbWtO97rrwXi4agLCc1jgmfpzqT4EJgtGyjYxArgzbxd55hB0HZQG68UcRVG/LcI6H6dV2w531ST9vcsakKThdQ9l2HDJLsE+vLUBV9+kK7CJaNi+w1QNQFNMqNzgnm9sz7rjN9kfld36cEo7m8UCjMB0XQO4KPE7GSBhyzHN6QoOYsu1bWF+omWGzj8+wDi5H2oHwKBKRFqUosL33S4acJFkjEGTmnjPe1nPgb1S1UjRB4UXf5uynO7QoZlEbj1WKs+sm+TgPkwzYuLPxsACw9rCy+n/GJJLh242aszauLQOzYhFRw2Zag60vjXpArYKKi64tUywCkWPDk73PKqGdPf20KZLWZjNe2ewYEza7PPQjQ1gGJ9hJQuH4BvSADEU12wM+8WGZsJFSqcRXpp8S7duN1Uxt3hYDAgVeIP5L+rGc969PKH46N7JPw7IFsg8DSHgNto1KOTMWUddvXATHXXhm/CSbybxDAEVfgUNa1QuG0oAh6R1hgEZ51StShoL1pa9tNeNRfRIcvGkFBvihn0vg8uSb7runw0wALI9JE9TaOEJxtVG1ERVDlEBJtLyhiE0HW1SL3fwQd9ME+69oj3FRxSm42LKvFbUOycYcU2gg6hWrehme4y3Pc3iRKcZSF0s4sSv5tTpAB0bdeqYzheyweqTevv/NsUKJVyVC+b1VAIphB+vTrqjJ/6+B5THlLWa1V44xFjXUF8YyyqnoHpdo9CL5lzGxI93/BlZ/JErgHWRK2l3idg5B6GYUhbVWu0ZgWALgOJJ11K8fajwn3ZBxno6pgwV4JbcTCpA0FVQKwdXtKpsRi9SHtJ5CAjIm2wu5eBFWFQmEeKILeESZfC/C6yiiHAoutl3vZxfpg8eY1RiSoh0mVIuvPec5zmnQ4dXTqjXFzAzIhJY40WRBtgNxV+bOQ2nTIQiKbQdWkhGWx1faqw+wbyDeCxx4R1Rj5tJEUeZ2anPfps+zdoIy6Zs+M73khzUg3cohQI7osSAj1qmdFloAyTXX3fkoeLj4bAgDEk59dcNX3+RQoeBbZh+xvWHWaKaImWBIwBFHR2R58tut1TyHvrDJKYJoLtYExp6IT+4nnPAGH98n84nsUbxaQIYir95MRECBof0EvsjymcCITIeOobYkOMo7GNBjTqvd4tvWZykxzIeiuN6eFgn6MjSVe9PZGUfdZBL1QmA+KoHcExQxOgoIObA8WUJPyrhuuLFDKPfKrUogpMRYDJISihIic1onfwk15i8KmXbYtO7cI5A4Jo6YrxWiMWnhlNiibcwHPtWtD1BBVJNQmRMQK4VI1BIlgh3BPUvLGEKKHCGZvhJe2046Ikd9FJFeR0F2Q+taIZWwrPhNB87wg5uwNrAIyFgj6ptNZPQO83Uglm5LrR4JD0gW6NvZqC9YYNpy+ezq8L3LuugVpq6Dd9YlnF5l2/ZR3m3RlPdqBAyL8Td/0TQ2hj9oucIjXnLJuU7r+RFy9b4J/9+Lv3Lu2GqKvXLt29Fzx+tvbcPfdd48S7OkTzxYF3Zx5xx13fFp1E5YlxNw4sVnUptYuVZbGhrbRP65F+3ueUm0mm1nbbeZnYzxLhUJhOxRB7wgqGcxpl/4uQIaoZwk8doXF2MKuBBqPJpsLNRdBp57yW3/kIx85NWo6cmexVl4QkGbkxf0PXZYSiUslBuSBfWbKdkbCZE94l3mPBX2eFyQ7Xu0o+4hODkZxuFb7UC1/73eNTeOSYrtYVQgh97epJsTuMwapEAhoV/eAtPIWL/Pys4kgp9AlCDUOlJukVMt4aA+KLPKkLXJCJcLZVz3XHgJk126z4ro61ki2A88CQVLIW3vsmCPsmzDvGWPIqD0E2sZBW4i77+tvNez1T2qnC8Z8X+CiTwWSQ0EQp90ENEi0zcY33njjYMEvyE6xkbk//SYoWPbsZrOqdvO7MguyZPuEMSm74ZpYXfQthd+zo41ifSM4pZLLScgOFwonCUXQO4IHtUtFh0NBVKChCHpg4jfpWwQQ9VSwQFaRLyR9rraGXYGE2pxpYdeuFm6Ln3J7Fuxdy80tAwKMGFlcETJl/IYao+4nx3+HPFPkeJCRSYohApCKHdmAFrh3r5BziALrlY1q3gPho0o7oCi+Z2TIpmy/53d89XcsBN4TuR3TY480+xybAZeRc22DGPodKvS602DbQND5sxFcnmbvQ5l1z8ZIxk1fUJS1D39/e9NwF2S/SE6sRaxtCDWOzX0CCvadlOATgPqZMRfxAijx+sr7JWNEpbc/YmgIYN785jc3djrj/7zzzmvUa2PJPodt4X61JaLdPm11VTUagZm9B6lsZXOtZ35fe3CQcOQc2nsjsgFYgJzNu+YKawFbIlHFnoUx5qlCodAfRdA7wqRlIaUOnYQDHDJBx0IwZOUBk77jzhEb6hsyot0sGtQuRIbCN0T5tTlAG7JvCEji8UQeBCpsCmPaeyifshTanDe3KykQNCHc+obq7R7821cLOvLrPX1dJN5tpDLEMsUeaY1fOfCeyD0STplmyYiCt44E7QMsHO5/sb55gJAh5/pX+cg+irfAw3jRFggVpRpB33bTNnKl35DlZd72TYglQybEmKKMuzf9gVyzy+gnBPwRj3hE8zl+VzChnxF3AYf+TlCWrI5xNhaMo9tuu+3oggsuaMav+cYYu/7667cSAsxTVPkEkLIFRIUuQZfxkL9j69EPu4J9in2Gz79LpiiHk7kO4xIp1x7GW047tf+lHcSbj1nOBCYyfqsOtCoUCtOiCHoPQks5ZNfIkd6HDIqglLMJ3MI2hnWHavO6173ueANjFnUEAKFAXtkYDhUWZPdmUaP+IicyBzzXFr1NSpSNo4I9Ct02lhRBgQ2MPhuJWNeWFEbBkcXev5GIqKWQU2PbiPc78DdUZWMHAXB/vmfhj7qNqPBouy9tEbLmhRQIDC655JJmLCCmVFkb8KKQzwmpRrKqH2PPQYT62lE8bwIq2Q+wfwPJ3ebUTddpLCFnrGTbENMEIcZGsmrmOTYS14pks3u4Z7YegQTCaA9EvPfGPPIui0Rxj0UIqTdGxvI3U/GVXLRxNOUst/GAe55tgvUe+sF7dj20BwF2n9YHbUSRHgKeE9dl7dnUfp7XM888s5mHrFfmBfOTZ1YbpbrT4kmsv/ALv9D0rWdU0FgEvVCYB4qgdwTvpYXHhEdN2uX46jkgtgKgoI7lrUfaEFYLHXUraipP5IUXXtiUKvOaqgb2rqAyCS5UTola7ntIAY8qi0ZXomnhFRxRT/1tH4KKDKhDTw1DpBZP30TaXCMLhaohba83tL202Zjpe8a1xRy5RryQcaq87/l5AgkEhKUAEULikXLp8WUeYH2b/jUe1HKneCpXyCKCtHv/Oe1P0F5RgFcR9HitkajYGvrAM6FMIGJp/DhR1Tjom0UQpLlez/C6jaGLcH+sKsZIyn/qS31K/aXo+x1qur0Agjs/Q8plwBY3sCKCFGdknJqfA3z8m+2LHWks+4RxqjLQ2Wef3QQoCOcP//AP9z58CKnVF4KnPpkvz4228owYz+7duNj1DIL8fdtGtAoyGJ5L/WAceRYF4eYXYwTJ9zPBRBv5HhuizxGA7esQqEKh8CkUQe8IvtdsXlOFYYj05b6BNFl0qZ2I5ZiQBndkvYWCgp4UONsLIsneMEU9422BZFjEbb5CWJFp5NrCphLHNtV9KFcq3fhbZNupoH2UPm1oERbggPbUlhR9/RqCuaiU+rycYoqEt4l3F1joEWsWEH/L90457wpK/0033dSofQhBfOyCtrnYx5CsjMdVnn7ti5gJcJHcvgQd9EUsGsjVk570pKZ0aVco22g+EuAYP5sCXUQ+mRTkTZC0mEW5/fbbG5JLNffehAljXh+zWmwiroJDY9P48NUY8ZmqrSC+YwVixjOS7jntOpe4X2Q+hw+5VkFT34wI4cY9aqdsyhTY7Hr4Twi6uWYdiAaq6SDb2iB/p7IOgh5/PFvZYt16oJoL+j2H5ugi6IXC/lEEvSMsKnzVVEMkzUS3qazaofjQN03+QwGppfAhh9R05Ay5sRgiKJR2C8rUx9Kvg5Q/9Q8By8EflEqKsZT+Kn9yF7hfZIfql5rOCNA6sIUgxwiZv6USIlIPf/jDm0XaNVIpQ84txhZbwQClfdfMD9X4nHPOaRZy6j1yuWzB72p/QkgRG0ROkCKImwNcD/K7jvBqY/2GzC7aBvrAeFJ5h9WHRQJZpFJvgsyN9gN2tfaG2WwOZNeIjc17U8yz4V2ghJDaKyLQdJCS30OwjXnXYTwJAllnugZh3tdz7Tmnyso0mT8p68apjZxjwZik7Hep5qKPXU/IK/W/TwYCtKW687G0sPak9ri5Q3vusgeli4IuYDafgs3BbSuMz9b2XjIkq8aVtcBzbLx4HlftKykUCtOhCHoPIGUmPwsNz6g04iGDeodgIiJTQmBDQf3ar/3aZpOghcyCgBRQeyiBu9Zm3xXUJBu9WHJSfg6ptMCxkwy1mVG1CYopciqzgEAj7ssg9UxxR5os/EihahPase0Vd2187YLIoT3+Ps8ijpSqPLINOQ8EEqpwuHcBUDIBc0ACnHW2o9g1KLer+qzPOBBsmVc8BwjmpgNvWBri3Uc2WWWMA+PVuI31ClkU0MVe5vlD6GXNkPqMZcTWuNIf3sP8IHhwXX0qkvgcQaPAEPEXUArsBDtUXl+VrRwLXci5/tVertNz7dCvvgcMIeM2ZJor9AGLl/5A+vVDSonysm8r5oSge+aWbeYXIJo39LNnffH8A23tswVpnq91dfWNQXOx+cXnDVmyslAo9EcR9J6gskgL82weulcPyTJhxyc6dH3udbCQUXuoulFRwUIiS4Fgso5MWfLLAmgzK8LLt430SJUj5DZhjmXBQWLctyPD+WCRqZxU2N4QGrU0VU/YWVhCECxkDNniDbbQjqF++TxKqgXc5sEh9mG4TjaAuRzuEkRlXheI5Wf53V1hzCNGCLrg0DhAHpeB6ivjkkAiR9B7hlP2UtsaH74iejzvxsgqskhtRcyRNLYez+c2th2kEYwPn6+iiixRNp8+7nGPawK7vqUgh4Q2No8jtoKrvvM4e5ATX7WXe7GvQhAi6DGX+blxoS88tyyRyVj2gTGQzdXmiLYab37SrgIB5Fzt/EUCb5z4e32+6WThbPye236QQuG0ogj6FqTWwsLmYqFRXu1QJzMTdyZ/adJ9BBtUGjYJqXBeUOl17en/Fjc2krH98ZQwpJwSxpsLAgd9TTGfQkmiblnUjSvXYpGUrgfWFW1jwW+PNQs0UovcIl+7qNmbgLQ5UdECfu211649BKcv3NOcyHlfBT3VXoYAi1P2OyBfyO1i2+gLgZxrZE9BulM1RUbMi+Lt/103HstkGftItefNdWyr+i5Wv3H9qvWcf/75xySdSm/uYb2aGoQVPmtZBKS177yHlCPnnlfPgUySPmERQsL9Hyn3fGp/tiL3ztu+Td3+nPrM5hKCTqG3qRg512f2gSwLmAVxgj7z6LosiPcT5BlH+mubGu6CAc/yIVfmKhTmhCLoW0BdYJOZCYniurgr/pBgMrZR073sMxtgoaT8qsdLqaVssbt4sXI4pXRohZ83FhGipiFFrAoWXBumBGFTV+pxj0g2osTnzQYkBY9MWEBTZcM1ImeUP4r5FAFi6iTLIgxJzueKEPR1CnoIKFIzFPQlmwLihcyyNLF8ZV8Gkqb6EduKZ1f2YZdx6j6V31Me0fjXv7Ij21ZVMj7bCnq7rQTiDhUypv0eQuu++lpLdgVhBblG0BerH20CddwGbX2uvZBxZNaGZzBXeT70i2cYsTaGBC2sPlTuvieq6mfqfLssKqsQK5H2Y89ZVlpTFjAlUDcdomUdQ+QBwd5mTrGGzHmjf6FwaPj0Mg+FjaBQIUbAltA+KfHQMNaJotvAwmaxkS6OemehsHhYAH0dAggC4vPiF7+48W/6LF5bNpYrr7yy6dt9lNF0r4I/ZMaYopCpk63EHSIVG4vg4aqrrmpU9ynIuSCJ6kjxFEScBsS2sk6BFjAiM7tsFF6GlPmjZBvzMhcJGIzXHPS0bd30wPsgybI2lFkkjt98l5Kn7WzC4rVpJ37sZKRSt1vmair4rNg+bEjvA1k9lVmQc3Xgb7zxxoY86yNzivGQvQhIu597XpMJk6nke88pn12BfBMQcuCT6+BzF8QJ3pYJK8avoBps7l23UdW+Axtdwe9te+qr+xyrXG+hcBpxuMxyz2B9oL7yBap2EMJ+aIgvMhsh5wBpewugNL5FybUhiBZXiyF1at1mp1VQxULJOBYSC2c85oguVWsOViXkCDmzucx9h5jZsIdUIFBT20GkyTPm93V8+RwtLgiZ4GmMGv76mM0ktivEzpg3/o1T5HqXzJ3sESU4B0zxSA9xkBDyGhV1WdsZP0g6JZ0CHB81dX0b+0dfePZBkNsnIycwynOg0ssHPvCB44xWvi/Ab1egEmjfcsstTYYOmfa7Ic7I+s///M93+mztqd20V84/AONjVfUgWQKVZdzj4sbRNlyHCjCpUGUd23Z+KWtLoTAsiqBviSgwavtSM0y225DGuRB0RNjiMZej1i0s6vlSbwVCSApiYqF73vOe12wg3bTpCSw8FCvKl3u00FGkqPVRuOYGimbKtukPL17dfWyqkyYPCe1y5PlJIugU6nXquDFk/CgpyB4wdOCE8HgGBKrGP4KXPSPINEvYNnC97BfsMp4F3uihyBV7C4V6nWLrZwg5XzZl2P0oMYnMbnOeQF+Vl7LftYqMOVHlIj7ykGIbpQP7Q8xV5v5llXw8uz7LWJGtMJ4EMSk/2aWsow3jbEDmPu3kmswH7etog11JUAAU9nVjWHaG+BGlfZMVplAoTIeyuOwACpYJ34TLE3iIQFhzUI2NonODND+SYuGwyCEA0uhUH57OlI5bBPJBRXrJS17SLIbujbqF5PKNstHMjZwjYMZRFlewuLpuFSfapRSngs2DQKmbssrPvmGMIWVt3+8iKMSefURrLIuY8Y/EppxiSu1te1Aa8szOkA2HsjVDKp/awzVuykbxbzsQKRub49FenINSrnAo8JzLmHXJBFH3H//4xzeHEPn3D/3QD92LFLtP4oHrQ7TXbdK2VgiEzF/aKCVTldXsAmOMGORvBY6uZVVwn7XIXoJ1/n7KP496qv10PSitUChMgyLoO8DEloUSCaQ0HiLYSSw2c/ChL4NUscXDYS7tiio2bKlDbJEJeWU5Ygd4wQte0JSqC6HXT694xSuaiidzrO+LAFCzqF82hPHFu2d1wl2/sp5dF/OhgBRQCMHG2cJ0FjEqKbLquaQw++o5MM79e9kpsZuASCph6n0Rf4dC7XKIzjKw3kCXikICA6Q1J7UKRFxf2tI9CsRVMLJRWqZyVyDmXW1aAmXPnetkLVvM2Hk2EG0Vn7qUo/R7gpJ26Vi17FlW1gXf5gZkXpaGx9s+nWWZTva9+M75yNc9szIyNgeD9pDRmEv2tFAo/DGKoO8ICrrUoAl200Q7V6QqyJx86MtAObrmmmuahScKHSsI4kpdsuA8//nPb1R1/cACgAAoC8g/PWYZwl3genlyeeQhmzFlDaj8UcsEUBbhqcCvy7ZhfI9tPZgrNj3PY2yyjnLLhmIDH1JmTCC/SJSMSl+yikgib54BQYWs1NCbWxNYIKLZGBnEf70IGxwd+Oa+2KjyLAi6bSBV/98zLvB28NaU1i6kGPjNl9mJCADu088SZGyC+2XlSSUX8xgV3mbwZe2j3cxtD37wg5t2NZ8tOxtCe1H6wfy4bqOnMUXYSGUo73mI9sxC4aSjPOgDHV7EK01BN9lOuZAMAQt27CNzB3IidctygZC75njLlWe0UFIFqe3b1nGeErIA7oP1gHXBNbPftA81kR53nwgDoqUu8iIBGhpJ31Pt+G5PG7puGBZACV6yZ2AIIE5Ubm3Ppy2DgrzpB2NcIG1fBdW2iz2FPQohM7aQScHfGBtbwTj1apNNgZ7MkDG97DAd1+T71HLBifuVTUIe/a6Ml+9PeWiZjKh5BKFeRs7Zn5J1RHD7wHhJ5tXzLENi8y/7inZok32bU9mR9Jfs37KMh8yIucGYsclzXXUaQZ4sRSqPqZ+eILNQKMwLpaAPAOpDJkVlF1kDDgkWDAT9EK4bebnf/e7XqFcqGgiKkAGKF/VNGhqBt7BRnYasUT0kXDMPKJXUtQO1Wqp52YmDgj5EwcKKbLHBjAkBJ4JIZVVV57SB0ky53qQy6yubDpEqmy+HgPeiKiNOnkljhSWF/9n3BaOIls2Lm8A2wpeM4CG6jqMfi5yDMeOZbAc45kdefsGFoG8Z3N973vOee7WBZ93feoYXT9YdE+YXarRrXqVECzgEEEjzNoGDYEk1KllB9ykQYTvhw0+pSkGYz1FLXcZjWTlFgaFDk8wLNqlS+1cFlz7H/gPZCJChW1UFplAo7B9F0AdC1CyTq82JhwREhCpngVi3KW7fpFyKXhWD5z73uc2iFfsBwkKFsqjzqvq5xY131b8tetK6cwH1zX0IIhBB96GUmlMjV/njLbrULpvrBCJI+lBHzC8DUgc21Z5GbypiKDOTChergOxSNRF5Y3QoIP05REfFFmQOfJZ/GwfImRKv62DcC7aAOjtWXwpOkERj0hiOVz7XHwGD0huCuAiVsPyetvdcaAOBiDG4bcWabcBWgwwL9pdV5vH8Egeo57sQXO/NviY4IZLoG2q4oF1gZk723NuAuixASTUeAYw2F+CsKwvqXAVKvXYVWJ6WMw0KhUNFWVwGgomUOuWUP8otdWKfJ3P2gYUhJN2iM4da1xZ4tg+qm41arC0ICWuHxVswlFP7ciCKxRyxzMl91EPpdqnfSy65pFkE2UUowlOmywPkRQDBMx+i5JqREovwpmPZc2rgRRdd1JBB5fdC3IaE9kJAXE+XzW8nEalYE3vJOmKLaFGGc5DUEBsv2RpsIATkrH16K8JrbBtLvOp+tizLgbgRCzwvm8jbruAXp5679zyH5hNBAcJtDwg7l+t2Tb6/CMQdOUZOPdOCbi/tICCZQu0V0LDkmH9WPVupkiJw2HXDucCOHc+zbL4T8Ok3Fh+K+A033LDUgqKtWVW0lbnQvLAuM2LOEVhYpwgZN99886iZlEKhsDuKoA+IT3ziEw2hsThRikyuhwKLgAWVMj3EgSXbwMJkEUHIBQoIKUUJ6UEa2TyoTarOrCJMVC+/SzVkN0JKkAbf895e+ifHmnu/KQISCyrV23W4JmQOsaKK/+Zv/mbn93Ev0t2ImXtEhihhQwYcUc+naps5QnumrCFS2SbIi0AckUi/K3h69atfvfMGTBvOkVNjY1m9f2qzZ9Uzq742omj+aUPtf88Pgj7mfgwkMQGxV4hfqsYggwIearHTe12332+PWWrwBRdccGyzo8YnQ6ZdbaL0Vf3vMfFVX/VVTcBlflAjfhE2cgv6kVzlGoeA/hEMmO+UNRWoJDAx9xFP0qa+r3oMe5w5xTW2y1UuA5uM90LOvZ/KUPsQKAqFQj8UQR8YPIs2GPEVW4hM9IcAZNXiM+Rmty7gpaas5ZRPahB1mDcTKN4WZaS8q+Jj0fKygCGbSA5vt/f3WWw8lDKLsUDKAujz/J4FrH0a4BCQUUGoswnXfVDzEetFUtUF0v02DEpZuwfvS21LZYhdgyTXC8sOXjktQGaQSuMTaVxH0G3avfrqq48uvvji44N6dgly2RCMUyRwXYbE5nTEVqDmNE4WqbYlwxhB9hyUs2xfw1AQjLzqVa9qLHLGpDawD0SAYA5kw1C5xLV51liH3F9Uf88iy1f7/Tyv3sd9IZOeWYGIwHysPRH62TULDgTBq9RzQbb9AOvGRF+YE2wcFbiY/wQ6/s3Pz2aFhPsdfvNUDDLutNO68wnaddHNa4KkIa+7UCiMhyLoA8PiguypnGBiPRSCTpnlbZ6iFrrFh0puQVcezKJtkaEqeyEUDthgZ9klLc/Da4HyYjliI/FCCGLhiL/dQmjjqUXPtehDJFrA4Htdq3q0gZxI5xsLizAuqK02ddlo1hcCF9flmilqSKF2c3/bXGvAu4+kC3AERaf9WUbQu2zIZeNIu8dytQ2QUsEce5xnYJ1dxuchkpRnzy2S63TcqKnILPvEFHAtghLt4B6M71tvvbUpmejZcjYBku65QjzVGEe0kV0EXjAtiPBzlq/ct/tD0tMfqfSi9OfQoDLLRGg/gsUizOfGAqI8xqm+5qP3ve99R0960pOaNvN8C7CIJqyT2jh7abSzQ6bWZbg8yzk7QbA3Rt37QqEwHoqgj2QXQcqGquowBaKwWQCy4XJIJDUr7S3DIF2dA5IsiMi0w0CGTMV7fyTAQsXjKdUOFikvdiTBArJOwfeVupSTC6lpCIMF0ldKHuJhUaQGWsz9fpsQIycUTcGHzw1Z83sWdiodywJ1moq4S0lOAQwC5lpcu8XYmNOO2wY2Nh0i512PQj8JWLRbBPqXhQR57FMNaZtDhAJqJxIoSOxyOBRVVJk/wZ5rVaXDmNjXxt6os9pT4E3hvfTSS5vny9j0HMku+rfnysZvz6L7pRIvWoPYrGQKZLpyarD5A0kfkiTznfP0e25kIpZBOVSEWWZirLrh5hbWGdYg7ZTMoT0JmWfMkcj2OuXc3BJbkLFg7jsUsahQKPwxiqCPAMoHmFQPBRbGHCtO+d3GerEMFhkbv9hLKLOUQYuQxYV3V8p1zJM9bY6j0vOeI8yL6fFcRzagSaVTyrIgUtj5vC14SMFizWuBDeIgoEGUKdl+r70J1O94fwQaQVGrGJG58sord964Z/F+97vf3VhdWAD0nfJ722weRfL9PdKXCiInGfqJ55efF9mjXrb7I+OyawUgY8B4F6Bts0Gcaqr9PYs2nHcdG54naip7ic9Heqc6tl1wIyhwzUi54NYzk8DU2PcsyIwZq/4tWPdVjXdzgmdS+chVvuhkhaju2afipf8SxNhMLvjVZw706UvOZboQWON+2aFcnmvkXJ/Ixo0JNjvtcdZZZzWBjUDcfMEaZIwJZNaRc9cqm4Kcu14B3FDzeaFQmA5F0EeABZMqvIuStg9YRNk9pMt3mdBTjQFpRG4svBZWSpm0vVeCmLGBNFOkKJMWYWn4ddkBfcc+Aqwn+pDaZ3H0FeF2P+4Rmffv2IKoashtCDr1y3sh51L8oA2iMg5ZVYNP32c7ddD1aOM+pen0fU5OREDmeurqkNC3KYnKKqRPWSoSXLE3IUtda+nrZ4GoQJDq28dq5FpkeXy2vutL8F0rDzOPMrKK1I1NJEGb+bz2XMcekvGT0ovAuoNsG/8pX+k+BRObxpuMjvFt82ygvZB9GR8bsD1PCHYfgi6YsudCoCGbtaruOfVcECL7NcXGaftJZB8QbUGXdtKnMnMq5qiCs6wEpABP4KPNY4HqG7AUCoV5oAj6CLDYWNTZXHw9FLKDUFrwuqb027AQIyZIucXXIkyFRjgsFBZOJ2Tu4o/eFhZ3aXEEmh+9j33Dop9Np4ugFMo4UO7aqjkiYfEMAUeYKX7+P1Tlh2VA7AQVDllBXl772td2sjq4D6qrzADlc8xrnBP0E1VX3/nKgoVo5rRLfU4RFph1yUgIiARsnh+kapmPeRXYqQTHlNFlJQi7kmXkUeCIyFKT+1QI2gbaLeScZUy5SfceNdzPVZwRsNt3Yoz5fWPO78v+dLXT+X39Yo7xPIHAWz96P1/7eNO1N7JrzvPc2A+yDFHPjYNVm0fHgOCQNUWGIuq58eF6BGKCwPbGcNfo3Af3Azahn8ZDxgqFk4LDkngPBNQOCjSVWPr0UGBxR66z+HWBRYsK+aIXvaj5ygpCzaPaWMyU9OLLHvvky3VAEmIZsKAPtTdAsEFVkxp3z/YeeOn3tjpOfUMeBAZjZw542xFO97jpEBtIzWXj1DXzL+9aIvCQkD0PH/nIRxoCRA2WhUD49KsARwDW5QCvqN+pxNIVyBebDah+ss6+sAqIseBTwOi6kWAWCe89JlLxyL3HbiLIawfi99xzz9FrXvOaxkKX02mRbYp/370usgJeeb4EAghpSgh2zRrx6yPn+t91rVLOQblWm1mp/1Nl/gIWIfOoOcxna2dBlzlVVi7jzPxqH0KyPYKNXfa3nEbM9dTpwulFEfSRQD1jh3BaZOr5HspG0dQiXgXpUwvDs5/97Mb3muoG7lkFBko5xZG9g6WEp5MSuelUxjFh4ZbJQF6py1MBEUD6ECdK4thAmChr7lewtK5spp8hcZTjVPwYolTjISGE2vjk+9UOxjbV0r+TOeEP74IolrJJXZ77HL/OvuBAotir+kBwZZ6RqUEibXJEVr23oNnYGwuIsswbUYJNRKC6rKSj9mPPSOBD3d32oBx2LoGMz0aqzEfe16bULqA0O2VYsCCYMF+tspu1K7fs69CubAp1He4VOdfG/m0jqH0UbC3pZ4dCbVMZ6jRD2x6SmFY4HSiCPhJM/CZSJP1QqrlY4HikLXaI5SLch1Jkz3ve8xr1yQYmv4uA27iE4LBHtOvsxottc6QFep+g2FloLcw2jk4Bh4SEuHUlELsCydOPNn3y5qb+ehvUVulwyiDVX3m+KU5qnBuQLmMCERPcyPggayxRSK8AE/nUTl1A3RTktKsBrYMsh99Drrc5ej11rinJSJkKI545J0vK4hnnlFaB6RhgG1M+UUlFBBERN+e1gfi4T+1rMy5FfZf9F0j5wx/+8CZLgKTmvdiEEO91ID6ce+65TZtnc+q6QEHb8nXLfi3zfE+Z3bzpppuOD10TZCDu5l97R2RK/Nuzb54r9IOscYL1QmEuKII+EpCiLB6XXXZZYwGhNtsopRqBhdOkGr/gHCBNLJVv8g+Zdg8UVkrN85///CYVz9tqwZAWtsBRyym2q/zlJj73mfJo+4LFjcKv3VU6GbvtLaTaDqZUtPSDFLf71Zf6Lmou8oTE8JzrC4qnhf+0VnlApJPZMLap2E53FXQilTkopmv2Bzn2t54jGYx1sEeDnxoQwL4HyLC16EeZIcFV20PNJpMTZpFRwcbY8DwJZoypwOZbGQJk2j0qAbrLPhTjWDUk7Ztj69s2GaUSjfdldgVjPxuhBRaI7LoTNbWbYB6Bn4NdhGhiTtGWvhKB3HvmVGN3qrr3Jw2en6ntS4XCJtQm0ZG9mRYUEyqi5NWGBVmJPinf1Oa2YFBGvPx/6FMtN8HnS/fZ1GVxQmYTaFgQKYS8phTxrioY6wvlKgcUbZPGH1IxRbz0BcVtnfd0V1D59L8NslPXINaPgicHnNiszAdvEWJpQW6MLX516fDTDmUvqbwItQ14xifS41CcHDLV5wAvwSpiSt2Oor0MiKv3FfAKDvweEtuFwPJFy5CwxlD5lwWAMjbGgL431hH5MQPFlCgN0TH+037ZwLwrEGyfgWCbI5VpNV/ZNImUazuBzwte8IJmbPOr87ybe+wtkPXTP8qvbgqIqOfuSR/u+/RN49KBTe7ZXCJgkB1jdTGXCcj2tQm/UCiMgyLoI8HGI/YGEya12SKsuoHFIhvOcvAGEux7FJv4CP1eSDF1M8oUdW7oQ4QQcYteSAjFyKRP8U4dY8ScsrhNmtc9KE9GxfOe+yTo2k7lCESVXYd6OkYddmlx7SrA2pcflHWFYomYIICCI8obskFpQ+4Kf1zvXPUPY9Mzq6a48UpxzX6FPj5uASl10/ONRC/z9QsIkEXjMSQLmVWW1IbVVXYowTJirzSgv+XFXldOkb0MYfV8I5wI3liVPRBkcwWyqB19nmffNXY5dGkTVCcS+AD12317vgSbbDasKzKXnj19J4gx7t2vsS9YRuw9j5sORDMXp+65sbBPuB+WQuPUuqAspUyBtmU7JADpY/d+mjZ4FwonHUXQRwIiTelAiEyabAQWCGqPRdiE6mWC9bLwUu1CBCjOKdeIvFtg2uqo90T8qVUmboQgE7i/S+kxk7f38L4pCWgiR8ZzHQi5n5nwLUipW+59qKwWuF1PJkSEKXkIi4VvzMOJNoGiLeBwLeweVMah4X2RIov7sk1zU0EwZOxQ4PQptZXqWAv5p6voSK+62J4NfYZU2viITHs+/LxLGT/PkWdGpsbfLhJ0xJ3NzRzh/Si93ttmYiRd+T+fjYC2FVFzBIuc3/U8qkzUZeOx9zEPIXUOs0KgEfchkLYCc45rdA/sLsaYTatDkHPZDXYeYOVZzPwQL/jgbVzXZ6pIGe9EERt2taP5VYZik53LPfgs865xMUXd81Ug3jhVVEChz81VbHNsPuA+zWPmegGm6y0UCicDRdBHAqKbo+SjmFskqJdeyw4isaghzSHt/o4XnBLbrghhAfLyO1S4nHjZBpLtd3It6w5NCvlOLWHX4fcROYRuCFDekWILLfvMmNaSLqDqOYIcedWGQxEWQPLcp8Bnn9UUBIP8uDZAuT/jRV8PnYE5CUCAtBHPOaJjfAB7A2LHroEYU2C7HPyCOCPhxpfx3ibSapTzE1PaQ14RdZ+fg3ie9KQnNYce2VCZYJZNhZpKXXd9fQ6gYenQ/8YlpdnctM2m1DbMTUp0CuI/+MEPHpcZNe4IAfamDFH5xD3LeJmTtNOqZ0rAY5PvOeec09yndoq9xbNofhP86It1Z1NQ/lPJis+f+MFSsm3VmV3uGznXnuZPmR2Btr1MmePN0fYGmbMFeMbTvp5vlhtjzJht70MoFArboQj6iLBw9YGJNYtcGyZfCzrygKxbZHyNyr5YFhEJWyTni199VnycFD5KvAXOYvQ93/M9ze90PeK8K6jJFk4ECPHZp19S+TxqU5S5a665ZucsQdS3nE7JqrCPjUeuAZmU4jc2BF385wIHL2TTZtnCp2BMUiKNAcRaKb8orRRbzwOCjCApebdpTwFVWRDK1sWaEYKu/SnMPodVof0MUGody+5aBFWec5uZbf4zXn1f9snv9D0d0ucgr06m9N7ey7O/i7pN3XWfrGKImfFOqWc5UepziLKibX+5fS/abB34ywUFyGoOXEPMEVzZQiU0lRfl116W2TIf6GdIZlE2rOthVUPBXB/Ljuu84447mr4XEBmL+pNNzZjxc2NFtsDcI7OyD2gjQUXVEy8UhkER9AMAMs0vvMwzbAJPOce8TOC+F0XcV8Tbv5FyqtI6lSWezXWq+zawUcx1WDip1mOfcrgJ0t3IExLAjiAdvyuQOwuVLMnUJ3LqL+lvlUEsksi5xRsZQcaQPP2+zz0Ac4VxKXillvs360YIeqriIOfILcKIpG+yPmhnBB0hFDR5NinjFHHlBpedTptAFhnNRlMVn/IcCyq3rVXvPRBcmSP36b1d4zYHIwFC7j2RQ23DJ20MCkqHIOeECRsjzRfZ8NoliCY0UL71WzbZEzKUnhSMez5tnrYXpV2dxbVr84gY1GnPkP4yb04FYgzlnMgiyxJyzp4UMUY/JrtpPOgD0Kf2P3U9sGlIJNg8lHM/CoW5owj6gQOZ8BoS7DcIXlT4oUCRothREaX9903QLdqUPiljm9qoprtUa7B4pmwehXqqCjzIhM+1IQ7xEpxRWFkYEMGQGou9IK8qPSwPHinMFEgBLMLT9oCntvgFF1zQEFok3b6SdWX6UpnJ80lZ1keCQX+/SblGcvWfr/zGSCOCv2tGxvUgfLIrFFc10nm3t7FvGGfUZoQstjhkdqgAUBUdxF9/uOau85wgSn8JihB7yrn3YR+iOvPiU9iRdUIBsqsf9U9KY/o7WaepnxVzLquIr+Zh920s6ifta04RvLU3riLjbDn60PMtQyZImXqfiYDT2B4iE1koFKoOemEJkACqXWp4DwmqD0URORg6ANgGSDniKiBJjeRtkUNN+GS7bCbcFRZsVhZkkbqGiCBLiB2yyWK1uFgWOV8NVhLebn0ogBS4tQ8ZQ+IQJt+jcrKLbKql71lCDm0WRdIFTghhFxKjr2RA9LNnxVcVXFTlQfS3BeLnGgSonsNtaqTbH4Pw2vDqHlVR8QxRu4dQbwWb7Cja6e677+4cmOg33n3PAU//zTfffHTDDTc0hNu1eVaQW1VgvLc57pJLLmnaQdYwpWP3YcETXMsYsBa6X+KBTa+sLgk4BGkCkDaQ8be85S1HV199daP0G2+CmymhvQU7qUxUKBR2Rx1UNCBMoFKMczp8aBvEm4mILJ4KuCtsHkKELEIW0n3DIozQpvxll9MflyEkDInigR1zcbeQIy9OdJXKp/ohflL2V111VaP81iK5fQBJZUWIKKqXX375ccUM4GW+7bbbGjXXWIkneBXiFXccu35aZVVbBoSX0g2CLTYb18XucMUVVxxna7YBwor4IndUcIS4C8xtftfYc/8yDzYvCrqBLWhby0xAHEjQwPe9bEP9Mpiv0l7GP2uXr7IGSLq+MJ9Ro83VbEqIsMBWZkRmT18KxNhEpoRrQKpVftLH1HAn/ZpXQOCgLWT4Fi0k5hpZC2MzG2i1oblhKuj/7Ila3ENVKBS2QxH0AYE0UTSf85znHB0yUsLRQkApHBpZcKldcwCSwndPmVL3uq+HEmHmLfZ3vLcU+TGgL6j8qjZYzBE4n6lCB/sFT3AR892BdCJ3SBEiZ58Cgh3YIIqUamtEiKq9CqwsqYved+O1sqRIp+uhpiJfr3vd645tTPZNsEMsbhLvCgozCxQgxMoRroN7dQCQ30V02Vne9773Ne1BgRbc7Jo5Enxob/OPtutTg5yiL7OAxMp0tAOFZD94zj0zniNiyvXXX99YWfRl1HOfO5U9TV+qUKNdI1gYc7It2Tvkel75ylc2bS5jsS7A0xf6BGxutZF3CuTkaUFQWVwKhWFQHvQBwdtoc9m+dtEPiRxXThkZmnCylVggqUPsBFOfsrkMUtoUSfcrcOhDDNSmRgCklxGpoZB0NqUSeaKytQMchE1bFikfj6QjT8iwaioIHzIHH//4x5ufU2ONF0Htsr5HGPUjouV9VHBBvDZlWDwbxqNno106z/+pwVRvCqlqHzzK7U2DfdCukS4gYKUJaW/DdQtSBANUZ3ssBLXuw/0RJpDNXaoDhay6J+8t8OwKn89eQb31TOifRSDg5mZeac+sSjb6JKe9motAoDsF2Gso/kh3e0wIMIwnmUxkO15yQYMxuGkDrvGCMMvYsEPJFIxNmgVvsO0G5kKh8Okogj4QLMTIuUUgi/ghw0Yk6gtFa2hYZJCJ1IjusxCPBYughZrqZNF0mNG6WskB1cviZJG12W6XjVkZQ0i5F6IS+4RFG0nj70WgbLCN4lcYB6xYKnnw9wOyo39TM98YRoz9HGFm/+Bhb5NvRFDmw/OUQ8IQwdgABF3L/NXGASJJpV6s0a/fVQhChvjkkS9+eGOWDaKvxcTz55qRXJkgz6X7SpUa49LnuH7k0Om0bcKHDCLXKgXtYm+wudGYd/2uqSup9PkyStrJa1M1JnYhthf3hBjzeAtM9K02F7CMlQUDz3YECtBmxgCLmv5eFbyxzgk+Nm3o9fdqkV922WVNe6pMM2ZFKQFa7qUIeqEwHIqgD4S2LaILsZs7LGAUdJ7IMUChRgSQAirRHMimhVt6XWDCZ7spcECi2BsQZ4tr18OOjBWBD+LmPaj2XtqbR9+i2u4HaWOKLlWw1PJpgZCqha26i2AJEaZIZp+GnyMorFFRmN/61rc2JApxzMZD+xwQJX2L0KuRri8p8Pq1TYhBEMZXvM7f7hquu+66Rv3OWFLq0Dg2XroCoaP+CwIFp9Ry3nvBBkIYcu7zBACLxDmbyQUI28J7sAgieBRgfuoucM/ZB4Dcdj0YTKCrCo9+E1yktKJa+D57DIIugGPDMedFEVfq1aurpabr7+lLgZQxyZLkfgSJYyCeeRnE2oReKAyHIugDweREBWF1QLT2eZT9EEjNbAtXl5R8X1gg482Vip2D8mKhQUooavy9gohVtaopofy/Fl3EfFnZPMSNGkclRaD4iZF/PmSkABHIYSqgjS10qYPt1ZWoFMYDAoWkO5BHf6tRzQuevkGIqa+IrEyKGtvIEfXc2LBxkjXFWMq+C+Td9z1bIcTIbzv71oWMGbOpjW7Msm0grZ4pgW9XscDYY+3wPgIInnL3g+BRR80FKgMtqrfaI/5jGYdt4Bmg3HumWFu6VoExz6rK4jmTUep7kJCNsvowG8O1pf/zgA8NCj2bFNuSOVUAJkgboxSiz7IO6Q99w/qjL6+99trBS/Km3WxO36VEbaFQ+HQUQR8IFjiLGCUUCTt0gi7YsPjytyKYlNwhYZGyqFKq/XsOBB2o1RY2yid1jW1lEUgVu0PaRdUP37PQyzhoM2pcairb1IXwtGGsUE4RHn5/LwplKeTzBLLL6oFgI+uUdOp11GTE0jODMFKbVeAwBowLG0ohGRZ9jpwJ6o0BhDgklbqK3G86BGkRbBIIKsJnDFKjjTnX3efUUaT1xhtvbNR+AYlg0tzmfZdZK4zxbBjd5nh3beQMgjwn2qULfKa2FhAJfroeYtSGdmJRcw0CGYQf7PdgJ1nmY98GrvGcc85pAnRBt2o8Q733IvSX9mRxAeUk3ac+ZKvZdBLrtihyXigMj6riMiAsbtCunXyoMKFHPc7mqaERtZCHe9tKFGOAXQVRlu5eVgveAkiZ8jvUVcrYy1/+8qZ6j1roftb2jiNPqkdQ52+//fajK6+88uh7v/d7m9rFPM4UWNmEIufzBuKcChqe8cUydggqlTKHQSGO7C5RwgVg1GHjAWkDvm2EmDWDcmvsUNNjg+gDBBUhZ1exkZhYwJvdt2a6gJkqz8ojcHYvLFmqB1H7h7S32JjKViZAFeh2tbqx4lCKU7Glr63Q88kOpM387Z133tn4tAUi+sFm1cV73ZYwK+Eog0a9NgeMRc4zlwouAmPPZmbjTRnYdjWiQqEwb5SCPiAstjBVaauxgUxIlbZtGENCAEB5RCAo1u2FZZ+gBrouC7TTBpGUkGdkHClBWrx4SgOLu6xATuykrq87abJwWEDmKLVqgCtxyZeOmLbVQ/3t5XuxcQXIp/dgGWE7QErBODL2qauxlyBTlFyKZ99j5hFA7y1YRAq3Pabe80mJNa5D7Ni6+OnZsBDZVO/Yxt7i+Yp6zvLRNUuH0LPxsInJTmxjA5MdSBCdwMtLv7EmmZMo9BR9m8e3gUyag4cEavpe/fyxM6sf/ehHP+17AkOqvYyg+5bJWWXdO00wfqskZGHOKAV9BAX9pBB0CzMVGZkYCw4EkVqem7KDaFukKfshERY31+n7rAvS7CpOUMCVvvuBH/iBRhX3f2pqkfOTBwQum4ct8DkYJ2DZQjwt/B/84Afv9TMe6wR6i6dBZv6gWisFiMQjv7zDfOV9kY3LlPBdgFh6HyeF+jfbG1VetsjBPlRsdpyuhy8Fnnk2MZBdEhB3gawAosm2gXT2/VwQ/LDweEYFQO3gwrOL9LPzeMZtsESy+/rS9Z29LOxQORRpn7ZHe2QEQckcjOGzPxTIfpnLZYTGqFJWKAyFIugD4qQp6BYwqh61cCwoVYfwstG0q5fsGwhDNnBZzB/60IcenygpbewIcRsFkXKKYmwNhZMPtcNTGpGHOc+7MayiStsm1QYyyxvu+0j8MuuJMYSwGlssYDzeCLFMTZ9DjoKnPe1pTaWhXYkIVR7JTKUOKj/PPKgY02fsI4kqryCvlH5t1QXmIX9HOfeZy+q1bwJiLyumLzyzy6w5MmavfvWrj/cBCETsOfA3XSCgkmlwbwQI+1h2PV11CAhocvhc15NjTyIEv0p6CpizwblQmCOKoA+IpA35/bpO5nOG1GwOIrGYjgEqc0rCrTpZFJFBhBCVF7/4xU2VjBe96EXNV8SFyuVUQC+/R/VP2cJtlSIKaJRShIJXFqTTeWUFLhbgOZSHLEwLz4TNdxkbCB/igwgbE+wfyw4NosoaPwim30999VVziXGGvPKsI33qWgsUu550i5SzyXiu2h5tWaHFTcsgGPC7q96fVcKJltRYYoQ5zj2xwPUJ4qmXyJFn/+67795Y1ztgPRGkCI6yCbKvcipgITwoYbnOukLtvvrqqxs7iIBc22j/7B1YBu2WA6RYm/ShE37nsreE4JBD9PTBnASRKcEepU+MWc9ioTBX1OgcEBbBlM4b+7CLqe4nZSNNamwfY0Atae+vKgpCnYoobAC86dpy8bqQDy/kPeUJ83v+nYnX4opEU7AsUNm06d/ex//zWixrpwY0vysyI7XvdyhifWpMF04mjANlEuMnpyYbJ54XPvVlMH5sIr3kkkuaOSInw66Ccav0IQsG8i/wZKmh+iHJPO7rlOuogwhpu7weks+2haSyZIHnRRDgeROQs3qsClwFJ54HmSXBsc9Rz52dZlPFGETX37g35HXZIU3LwFr2ZV/2Zc2c6vP72scIDDzl5jJzdBeCj8Sx9rDiKI+ozy6++OJGEV/0cGs/exLYZwgb5ohlfvB9Q8ZAvxMy3JfxuClAMsfy0xvfXgKbsdaCKSBQS/aqa3BYKOwDRdAHhon7pBB0sIBa1KTvx5qUvS9FTZtZAKlk/LhUcGlmJIR65/cQAAus36cEUrQs3q7PwogE+b4XEpFMhq+xCFisBQGLhzAh7KpfWIxSNtPnICUWYKp513R84eSDtemiiy5q/h2fuCoq60rOIcrsIgif8dkF1FykULCIQBubyCaVHlldtbnSMyEwRaouvfTSxrrB1uF5Maap6/4W4aL8CjQEA5uOkgfPhr9Dzr2/v/Vi/5F5WkagPYOyYJ49v9e1tCql1wm/gne2H4FRH/g7f+9ZNp8JDPpsDlSJx3wiuDDfKKFJ+c98aD4RoCB++l5QhQTvE4I/8xiRYdm41aZECgFfe07TR34m8PSVcOKe20qzefOQCboANCiCXpgziqCPQND5SxdV30OFBc1EvUnt2wUIB1uA6ij8kSCFTvmjVOZAo1XgEUVGshGqDQtOCHsIPWLk31Q8/xeAmLSlPKnyFvLA73gh7zZ+WeiVY6u6vwVEEWHkK0+Fli7ZFeOUGm68sch0tUkZ2/ZGIOrIsACW7eL9739/855tNR2hYlcx1n0f0fIC5FmQK2DlRfb88NH7GwS962mVggzkHMlxXf6vPCSi+uEPf/jTbD4sKtoIaewa6Hp++c6RbNe27ECwTVB5yXXJnCk52PdwIO0nKyLzYd5wTeqaK5loXpBJ0LbaVdnUIU/s1KYCGtmSPtfNY2186WeiQxsp9+ge3I9+F2QYT35/sShATs0V3JmLF9/v0BA7lvFQG/kLc0YR9IGR1OdJIegUNlaTvrWU+4KiRsWz4Ek/b1O2bZkqlrJ32cC7Cgg6oo5wUMoog5nIqYXeQ5DCXyr9XwS9AIgmcoPUIJEUdbXu15WxE3gi5sYXYtfngB/jEPkVGKguIsCkqvt81xI1nUXM9SBcNpxmTBMPKOQCCX9rD4eg1OZPGaiu1VQQO4QbKOmCVgEE+wxlnsoq6GZ78ez5fJ/jGbMJtqtySXH33BEKkN++sC9FQINky26k0lZfCFpU5VEBxbVr22y01BayIirCbPv+q6BUpnZTJaoPQRdEEDyQ72WEGuE3jgRx2qg9vowhY9JLEOrrXHz0Q8D9WSvc0xgnqxYKQ6EI+sAY+3CfqRH1hCpGjRtrorYAW+QdV64SRh+CnkOOdjk22wJscfXy2crIpQ8RA0q+QEU2YehFuHC4EKg5GChqJHub8nrZSLwMyCLSitj7/W1O4ES8+YdZaxBiKjhVnjKKGMv2CHY/9rGPNTYXlguvbACN2o5o2uRq3nIfNkMjbpuec6UOU4XF7wOS6l5YcjzDAgcEEHE3f3h+kPmu1j9WHO+BTFG++6qdghbXCcj5rqcVC4rcg3uS9TBnCDi0FW/3JhFgG2hP79u3lr3ACEEXqOnzZXsV2FRkf7w3W05OND7ppFVQLGPkgLAxD40qFHZFVXEZGCFvJu6uHtN9wKazLqd3ZmNlynONCYe1aD/t1lZ1NiH3wXO5K1ICziROUUQMUkZORYeQkUIhQGquu+6644OHjMfzzjuvIanLKqL4nr0ViGdXO8kqIOMO2pGu977sHE7BRNYRu0W/dg7YAs8ZhVZwjKggngh6KhatAiU+th6qcduiQ11G9GURUq1GEIHYskh0rcsuk6XSCIFAZqBvEEN1l5FzPYKUIZ5bczrSL1BwzwQFbek+ZRMcYGWT6JA1xnndtzngSMCl/wWJq9Yh2UABYuY1hP2kk3MQsArW6rCmwtxRBH1gmOAyyQ3h2zbZD13i0HtaSKRru5B0XlJEnUdxTAgELOLsQSnF1gUUIBPussNf+gLBYQNAnCjn21htCqcPFG11wtk3KKoCPfsVbOZc9PTKwhhjSNcQCh7CaI5AFBFGmR9zDxKJfAWLpV/ZUfyt76s4EgXY3LBqXvBMCu5d94c+9KHjoGQRyN4rXvGKJhBJZSakW0CwCdRNBzQhxAL2VRVlVoF1SB1y5NPzK4DZFdrj2c9+dnP/XkivDIV7lBVA+mQJtM0LX/jCJhO4T4GGd9312Oy5LBtijtXvfqYfTxNYKO+8885mnTZGupYtLRSmRllcRvK4mRhtwqLCboMrrrjieDGQPk05tCFAuaNMIQ68ossO62jDwm2hnOLUNQob9dzEScmTst8EhwYhAbts+EGoLMD6TaBgUV9FPgqFZaDWqjONvCJqCBrvNTKOKKtuYkwh6FG3h7CMGfuUUu97xx13NLYOh9IIMr0QVvW/Bb9RfRF4zxdSj6y4Dt50qqr3cf1O1FwEpZh33bO2SQ1HEpFs1+D58qKmI46U92W2DdfFx++6WGH8Xh8gWzJgmeeo+btW6vCeqp24bpCtQPxl1gRBCDqLSE4odc/aSSlLm1q9ptyMqJ0JHEAZX2ZvSdUe2YXTpiRnn4bnkkhlru+692IqEJsEfdvyh8LJQCnoIyC1fbdV0C24VCQbM/17jAoq8ccuqnur7geR7/K7uwI5VkrRoiKV3kWFyibObaF9kXP3iBhQ/5YdNFModAGvt0Nu7FuIOufZUQUkJ2giwYjcELCQC+DZbJAPJB3hiOcasaRes70EanYvjvVYVuJdXwRfu2oofk92aR3xpTgjteD3nLgraPCZ3ufyyy9v/OVt5NAnAYV2+4mf+IneFqDHPvaxDfFyz5TSvt7tZUC0kW/3YW7yvj/6oz96L2uP65SFuOqqq5o21A/6Wc13dienEK/baE/RHkrJ5T3Xlu7d5vtFGHfaCLapinNSYCwKQudEzo19Zyqcf/75zUFm+rFwelEK+ogR+jZHc4OJ31HTUYVz5PSQsLPfxrIu9hmqHwXdwu2a+tQQ3gZvfvObG8KMxEgVU/0Ci1yUwSHg/SiOCAyir++2OaWwUGjDM2vxN66ML5kZsKETORKADm1da58W2gb/NiuGrJTPdU3IsXlmMUMls/aqV73q0zZcs0Oo+ALUYmr8OiSD4DP4qKO4CwYckGOPB5WZ5YVfnUWIes+e4z4EHavqu68CD71NkT5T7fJscN8F5kjXFRHA5t91m9HNjUixbASinFfmMkGHTbPut922TkU2ZtS736VCFEKnTWU51DtflqFxHYig69hmg/JJwdwOnCNIIecJ3GXYrLd1WvXpRRH0GSroqfIwJijoOfUUUbAgrgKvLEWMqu8lxTsmLNBIgLS8VKzNo/H1K21mUbE5bldYzJCnKIsWMzaEdaczFgp9gMhef/31jWqco+pTvtOmZv/vS0S3AfU3c4prQop99jJ7wzIC6rkzR6Tc4CZlMgEJFb9dzUbKXntQlnngzT8827GIsPQhJOZOh/+4ZsR+U21xQYcAwmdrz7b3flsIIqiYCDSBQpt1rRTlHlR98dL36pIr5UqNN6fJULgv1yoAMCb8za7lWwVe+sh8uSwL4nOUnRQ81f6aecD4ktGSZTP+jXlZmEOvN1/YHUXQZ6igTwETONIttWpx22TpQMr54ixaYxN0sLBZwBELik9IAR+8xXxXWMj5Dx0fjqRQnCy+SMKm48oLhb7wfCGrxjIbRlLXfOBU2amhDnZX8NEjmQJY2aVNnm4EUGaKh3xZNorKrOyh5y1toeJNsmKxkhAOZBu8UgGGbWgxgDYn2NydzbL+flfVkYrJZoDQel8+5bbq3bfvvVjoBDoEAfMMsYNq7prNx7tWmmGRoZ6z96xSzwUDBCSvPmOgMA6MBRuirT/GtT0T2WheKJTBaQSEoFs45uwhSwWJLtVPKFIi+ik2ioLJis/TtWXjFfDX7qo4WnRV10DOLeaULSqGdCIFvVAYa0wLLo3hEEiWF2ntrv7jxUosQ0Lw0D4GHfzf9SF9VOxN1hbPVg7wYfNYV7ZPW6h843c8hzk8xlzDFsOmooKL7xERKOo2z9tomqPntYeykkrAEhz8rU2vq+w+XeA9+cZ91S/EgSGq7Zg/WVgcOoSwI+bKVZrjrBO7bkqnnstyCHy0/SLMb0QPIsvc7B2nEca0bIpxK0OjLjsLVJHzQjBf9njAsDknpdakcOeKpIHbm8dWgdJDAfKaChSe1PHdVJu5KyyKFnoKXyZCxEklGwe/bKuSFQpdQR2+5ZZbmvGHNFGcWSk2kXRk+WUve9nRZZdddmyTGQqUVRYctrL2dVC2BeUUV5s8NwHh8IzJSnWxofHZesY9g9L7iDffNw+7Z5ESfOWVVzalABF5beZ00Re/+MWNWsy7zd+N4Nu3g5z3rRnehv7w/tRtQMz7lnncBEGO67TXBjETrOlP/SoYoqb2hT5jG2KbkmlYtkfnQQ96UCN0mMtlKAv7g2fKScCyU4Ipa0/XA7wKpwdF0EeAxSZexaE3go1B0FMxZh2y4Yr6MiWkwrMBjB1nFwiYkCGKFdVC6hohcG9sBkNtPC0UuqipSHrGnOooNk+uO+SG4paMzzYKMUWYYrsMCDXrmgo0sZDYcCkw9nzwxG56PhBLhD7P7f/P3p/FWpded8HvmyMO9+cqivhk2hBZECEcFAlISNwkdtyWY5e7crWuxuVyHyAoXCMIOHbZqb7KVWVX4yq73Jb72I6ToJBAABF9aSQiw7lAiLsDSJ+RQOLoN+3/5vH0nGvNfq211zOkpf2+e68115xPM8Z//EfzDEkzASgxvwCq/en5vLRolGICyNClnIMPfOADTfg/NTHyuQFOzDtGWO7unAJ2IJejlA4nHIIl29u2xb3TveZS+lP00zve8Y7G+RgTLeHUIIaMTVfnFs/GeSK6zaxd6F+lX6z1N73pTc0aFjX58pe/PLsVaJXLKRWgryRhZ4/5NFEGCEtNOexrociAM7gcjqXaww1lmxQzMWJYvqkC3Mg51/qNwfdyTZ0MhNOrgqyytVjbjzzyyAXYlnJ10003XfTb7jLs2M995xZ0CfAn31saCxDY5TBIvQizylFI6o2i7CFFl1Jb6Duss1zxIYKtLkUKiJND7UfRure+9a0NWCccBOBTl5nPf/7zFzoW2MQOK/iec9qxVoiuk+4zTz/99KoRtaQCiTRIe5LigEXlgCER3v3udzdAfQjJowg1fc27nDdMbUgJOq/KYSQnVetWlE5PlRiq0icVoK8k6Yoy5KTOQ4l8RGwRg7DvQAQGMx0fDsGiY/XcL8ZtjAAYjBfgg4FP+zb/dk0Hy9Q2VlUOJRg0edjWJWCo+4n8Z/3AOaRAagAaR/Xuu+8elGrSBQYBc/u4rztEmftqT0jtwEoPqctQEM/BIArdhgj2OKk6mF/5twAqllzIH9DHIossAN9hlO1bRZbGK7oL8JHqIk1EwSj2f4zQLWGYiWfe1zlmjtC75ho4S9G757UWOAZ+73lFCQB1p9L2RTmtkZwY2peOA+gbL6lCc/Lzq8wTaWQ5qRo4X6OFcpXLI7WLy0rC0DAk+1JHDim8eKKN4ZDOLN6DoQLQtzzIB0gATgAMLBfWcYhg+lXIJzqQcCIwREk6pKWC8yqHFgATew2YS+ngVNpjTtQlcoqT6kXa6QmAaVogAl/tvwP4ST3B1sp73id0F6CMbR2yR+xLANDBN0NzaYFPaTHY9qeeeup7urPIeXdCMNDs3qXBcACMQw56Ir//+7/fpKcZL+8F+qUL/fiP/3hzHzqjdHV+KUXRKeAUcU1pIGtK2HO6t926MaeUSltBLgDfHBJzq3C+LVh/cy6XuasNpP7axsv66CoerbKNWJ/WpbVozdaTqqvskwrQVxLKVJjymIsOMWmMEwUOFOzr/y0XVbh5Thh5qjBMvhtbBFzvaxHGoCs0U3hmLhSblX2Ba4uxKsckojr33ntvk/MtnYTzLAUN4Nx1JoL1feutt35f6gznFFiTl4w19xOwVcsBuA7thDQEnEsfcxiP9w5Nn/B8gCXRJaVL97ieQ8rsVelp6kUUsQKa3m9fi4BFN8kX1z8dEPKcom0Kwo2H+wK8286L95VpNq6jpeKaQoe5N/MiatAlng9I9+I8SE0C2NsAnWMi0sLO9F0rBfYcrl3nXVRZR6SL6XMuSpMIU+2iU2WIVIC+kiQdZG5h45riiGOhY0aNwdzHoh+qUJQ4wAOTKJcSW6cTRpdR52hQhmEMdYlguLc4DKZKlTkCcMq/JkMjVFI8gDPgu6x3AdBTK4KhBwalgYgmAfQYvKWiYPYj4QDvS5WLANEIAvt634mfmEYpL4pGRSSNE7Ce2pRSMO/y0wFZbKUohGcHxNWfSAHBWgOqCBR59hG/w+Sv3eYO2E40g+O0S8yZHvSki/3GsCc9JgfkdaXSeKY+AF9lPbEHdWv5oR/6oeb/X//61+s8VBksFaBvANCHsNOHEEobOyf86bUPoDOUjKpnAQy2Lm4RPmfcsIbY9PZJee4J0xaDBtBj52rHgiqXVYBz3U0C5oB0uctqX/KyT73ku952223N34EGqWJT+3sDHPLOXRfQpUv2nTAawR5LQ8GQy6kfIq4PgPpe+59OBT61FvyN3/iN72P6AV+5+nSAKKF+88C9XGygVtqL+07XHJ/X9nBOi8YhgtxgE6TXDTmYSCTQOHMe2m0rRVdELohIQ5eEqMCeDz0F9ZzFeljKXgDnaknMk7H/7Gc/u2lqaJXTlwrQVxLGBHPDYOqFvrbinyqf+MQnGjZrVxg9IuQuR9bzMDRLHN4xRnQgYHB1o2CYdZyIMsUgKqTKiYcOOZnS7aJKlVMVIBOj7NWVWodFDiC1l7QUdHz9kOgSYJycWY7wtdde2wDMdFjhPA8teLN/iY4sQ/QOAbDTIhLYoYtE/uRyiwpoA9mVW8+BcG8AKjDr0DNkhGsZLzraWIhcAM1ri/sFuDkIQ2zCT/zETzQ/PUObEFGTw1GRLtEVueCAYM89V2XPd4vOScY6ERm1SnNEhCfMuRStOSfRVjlfqV1cVhLKP8bnmNNcEhIeCrZjpFOktbUIUQMCGDLMGNEJ4s1vfnNjgOXXKi6r4LxKle8VKRLSvYAQUTBA8S1vectFsfguFhfzjg3M/znEHHv6Q1SN4zxE5FHrsMKJxnwPEcx38sTdt+4X99xzz5XPfOYzDVCna4EhOb59hz15D4f+gQceuGhF6Hc+D0xJh1GEOvRE1ynCDhg73zHkECcRAgAPMG93Z0GUeF7pQTqzdIn5ES1hh/al0pyziMrq/mNtcgQ5epy/OWJuOMOcyQrOq0yVCtBXFMzMsfdCHysB6IfIQycMu04OCtPSI/j1r3/9RZcCYUR551WqVPl+cRCRPuIArv7mUmC0McSKdwkgGHAcdlH7waRnKBgHeKPrdglgas8SXVLknw8RueOYboBabrn7Tg2N57Dv6QVsvgNgFL33CQZdeg2nHrBVPAqgp6BU33Xgqm885kjYcOTBkE46eb+ceY5E+zmkNAGAGY9SzItxMGaVPe8XkRRFuNaAcVR0rLvQ2972totUybFiT4mUcMjYqrVrGqpcXqkAfUWJkr9MBxEEoGPfDiWYMDn+wLlQ+1/4C3+hAQ+PPfbYIMNXpco5S7q72C/ANkABBHfpr+uvv75hYUWm0n9dqD5dYbCEuqMMEewk4AhsDsm/JorCAU1gVCpHmy0G8p988skGxALdOqSoQ+FUtFvcalWogDydNFwL4L/zzjubHG5OhnvDqL7nPe9pxmSpcywwsulaMyTaYGzpWCl87ZaPnsuz7Mo9T093zkBX8WiV7ziMUiUzJ9K9ODRyx5FqU22cGgd7x9xpwsCZWvKeMf32BLtX5XJLBegrSvKjeeeXRbAMjDMGu4wM7DqifGmhRAMWhIBT4LWvG0SVKlX+jwCj8qD1ItftxM92rjhwbn9JjUkhZg7QIQpDh5zCC2BjrjnWDuYZwrgTaTUAKf3i8KC+YnsAHfvp7/Su9Lc77rjjgk2X/vbyl7/8AoyVDgJ9prvG+9///iYNiB5RiApoOSQIGyqSMEfCeP/7f//vB/W/VhT6wQ9+sDlZtZ3br/CTTZGW2HWYkntNvv5QR+gUhbNnjU492Yb5gaQAAQAASURBVJrDKPfcWMfxK4uNp9g0DmLaKZpvtQFqBdQDLCHqrKRzXXPNNYtds8rxyuVBjkcomCZAtu/o7mMVhlQKi+IiBqAM0SWXkfKhIOU3Yqs8p24SW3VM8b2Uqe+TA8vwValSZbzDLS/aPgIkyj7bwCrQDuSVBY1SLwBY4GPowTeuDSzTH0MPAZKyEhazfQ9don/8/fff30TVMNDuUdoKFhnbSGcB8uWhT6XkIB8pO9IbAHR6UH46kO460kW6Ukp2CQeDDeDI9DHeXRLdVopnygFWuzq3eFataC/zYTjSpeTpY5WHnHZbCgcnHXCsx0S5S2czJ9eOiZIAz6lj4DByHtjPJWobrCE97wmH8jI7X1W+IxWgrygOyOClK4o6pc0knxsLQNFTWMLbKtEZN6kk8liBcwpDvjdjINRMWepOsLZgNuTN+l73p4sD5VhDuVWqjBM52FIvdPsASP0/ueH2tmPnS9Ya4AhDCOgOaR8r9SSH5SgMHZry57444SXDOfTAp5e+9KVN1xr6gQ6mi+mmHGy0SzyT93rR3aIFdBtW2gtpAagjBYY8v5QZDgIdOrfzFfKEk0MPd5ESHBP3TE7J5owVkVOpHmMOxyJshuiKtS7SwNkqC3DLjkacSnPWdpK6BJi/+eabL0C9rjvuS6qLeZib5soxc94A24c4G+PoVTldqSkuK0rCj8Jea3YHWFocAAKMY6wwDQCwUKJODhglRo/BUVjFQAlbU5hpuba2hNmSSwtEUFrJJaxSpcqVUSwtxhhwsY/Kg3tIG4DaZ1LbgJahPZ0BIjoCmzsUTGFH9Y8GRpMbPFSAIR1eACP6i+OeAsCx51EA1L4f6MeuGy+pBYpRFRJiYXelQnBOwnpq9ThH4uiIKrRPFI1g1+liBbRbtI08lCTFClk0tFUnmyG6Yj6Ac6lDnMwy3crv2D7zzNm58cYbGzKoXc9Qir0jipyaM5GLtGnMGQRzxPrSCEGki1Mm3azKeUhl0FcUuYw2P6+acjiVcCPHIs4FllyhlhxKhuGVr3xlw2b5OwUWJakoCaPBiLRP91tStITL6Xlf/OIXG+Ws84IWaVj9fYctValS5XtFP3JpHPaW1A6AuqsNoL9jcFNkOUQUWQL1ADpQOQRoAyRYZ2Aa2JlSW4JUcA3XAlZTszJV6BWgX2qBCAKQJ3VB0am8YDqRHmyDMe+j/z3/3ENqzJFrSS3quhbHSdSBbvbMl1lEYoz/0PaebBUb5ieb/KUvfalxFrvqJ6yVHN5HjKlUL+0Su84MEK0BnhFGIivWwpIHE3KaOYXsKoeiHjh1PlIZ9BXFJk2+4r5ew8cqALAQoFMHCUcDs05hJP+PAWU0yry+NcR3cRAYXSw/I+S7MWWUdcBDlSpVhgvQ/PGPf/yifgToVFPSFl1NsIVysaWMDBH56px2nxua/ua9ObF4aK/0UrS3A5roCR2fhp5wOkSk/wBJCkox4r7DwW3An84vmP90fomjQeioOaAN+M6poNIbuq5F90r1cz863lxmofc/9alPXZzYvU/YB+w4UK57kRSUvuJmKVUPPfRQA+KBYnaHw5ci41KkwSCxzIcWv0ufXC1SIFUre7TrQKoql1cqQF9Z4nHPPfjgGApeGaccJ07hCemliAt7RNJKbEkxdhj66667rgEOGBDseYQDIUzfV/xVpUqV3aI9KYY4+a5SAUqdJa9ZmB8gwiIPEfnqKWgc+hmimBTIpGfSFnGoYD1f/epXN4CJTnKi8JJsZgRTLsqgRSOg6DuMG0B19dVXN6wnQI15BQyjH6cK8gE4A0y72HEgUiGrvw+NVJyT5PwMtmJI1yHjB8T/6q/+6kUXHWmdZaqLNBlOkRRWYH5uhKQtbGnODZCeJZpU5bykAvSVJZt7aiuoY5Kk6MhxjCefA4tigDAN7XZtcwQw0FJKcZZrcxJU7JeHnHAe/K4apSpVpos9nOIzrPcNN9zQgE6iBkUhqfSJoTm/AKOomu4qQ8EFoCllRMQRkzmmOxO99LrXva5hNN03J37trlKurw/83XfffeWpp55qctbpesyq6AGCBns+5z4w8dIMOQE6jnTpOSl+yBJOVT1FeTlRA6H2gGOKTS/BvfVtXjhM7ZNel7B7OSDM+hlTCFvl8kjNQd8IoGOETl0YIkWZjJAwLqMTlk3aCxabYWUs5hZERYTSKcc4AqrqhxyTXaVKlfGC6QZuAUw6C0iw33JS79CUEyBZLjsZk/8NZGMpgXMnng5lv0XztLgLEQLUbnmCo/uUVuKleD6FhVhW7DegPrUVrBQHOc7y4PuY+BxMRO/WkyuXFete2pS0yhSU2iNpioBpX1I4WtqDcm45WzUyfL5SGfSVhVJVTQ/QbnmYzxoin5OBFkZlQHn5Za4qhp2BXTIPHVuEneAI+DcGaY2QdZUqVb4jOlAkQqbw28mc9rvUiZyDsE8UhibvXJvWoaJmR9qIg8cAzSHpCETOOXDuPrH8nIJDHRCHVACsPD9dxbkxHorZ6cYxHb1cAxOfYt4uJl5kgyNgrJYiRqr8H1Fr1e5apAZLJMl6HVqPMUQAfxFjxayuu1aKVpXTkArQNwDovG8MMCbkski6peicEklhkpy8hMaXkHRtweTVLi1VqqwrgJ5COmAcmAR0MdRDu0dw0nOS5ZTuKdLXxrQIlKubQjppJo8++mjTTWPoaaVLC0Clyw1nASkDNIsosAHSdwB17OsQwkYPdyl8SBEAva+7C33rhNahDlSVYQIoA+NsWlnkDLSLFkvfWko4Y0nREpG2lms05LylAvSVhdFIKyg5a6fOokcA5TBj6f9KqTAkFA3mbQnB0AsVY46GHlZSpUqVeQLoOWYeyE3Os+JLxY+KN/ex2UmJW9uhlg6Q7hp0z9yDgJaU5Oq7J1EBEQjpekgNKUTvfve7m6LStKttC+dIaotIpdSWLrAmsqh4EdtqvKssK7FtnNZvf/vbF7+XxkTGRIf2ycte9rKmzkqu+5NPPlmdrSo1B30LwaDY0ID62kVLWwllJaSMXcMkJMwnTw9TxLAMPQZ8lzBgrm/sMElVqlRZT/TZtq+lTMhrTpoIkI4ZBiz9TTu5rtA+xhewBESH9kqfKsgOB/cgBEh+HoskdzgFhgC64ludbaS6KKaX+kJXSqGQvofkiOhJL/oq3agvdUV00ZxxhNotBwF7Y7Qky3uONWQ5ywSTbiz9O22TlwLoOv7YW/aZ9K7aTrEKqUWiG0g23WUTykkoW45lCdD9LmHxOaeoCfUpVAMM+sK7VapUGSf2JzYWQAS2sbAJqyvwjjiBM3nUQIk9LpXCCZ833XRT4zSLaiVPHJutLZzrAaNlp6U1RF92bLR7BJyOrZiuy4EB1I2bdBQgHQg3D/qlA+6AuBf2HXgH0L/yla906lGfkypD13ax56KPQKX3VXZ9uu0WvTA3agGss7QS1pp0iUODrIG0E9WNbGoxcZXLJxWgV5kdwpVzGuH561jAkGtBBbBPFUqRAZZ73nWCW5UqVcYJEP1zP/dzF4fplJIQvtxpzKH3AOdACoAoCgiQ2OMcZ3m5t912W1PIBnjqXALoS4/BBq8pgKnDgUQk3ZOiTB2mTkXcN+DnZRxFCulLuvTtb3978zx0nmhGXyTSiabAuRSaLmdAHj6wl05ixyyiLsdaDKnN4fOe97xmfqzx1FcsUZCLiX/Na17TPP/v/d7vrb5vqpyWVIB+oiIv+9AFQemL3j6ESbgVq85oTxV5rpg64ED3mCpVqswXgA/4AwTpD6y5F2fbC5gLIy7sDgT6O3Zarrf0NXmyijixu9jZm2++uWHL/RtYBjTmRM72CX0jX5dI4aBnfOexinEUAezTh9JbFOXqxiKtCFiTKqR3POabM1TmPxOpMmnzB0D2ydCTNg8tDndKGtCxpTKmhbDC0Iw5p2lu73MO8Jve9KZmLu2n8vC9KlVIBegnJgwSQ0lZPPzww00Y+lCiKItBxqy5r+TXT+nc0BYGyjMyUmM6OlSpUqVftCD0GiIAuBQYYARD++CDDzY530CkwkSg3LUAZmADsJQKsyYLKJ0F4wjUAHLyg7WFPFb2VS94oG4ImBMBcJy7MeYYISjoVukvPs8JSW6y30khxMBPPcFS0a80DdeeQ6bMFU6fdB9zmIYKxyZSuaQLEett7hpnL1//+tc3+4tj/IlPfKIetFfl++S4qmqqDNrY2GlslZP+hJQPJSlo8pMxWVKEFAkAcKzGt0qVy54OU6ayccAdZPTII480v6ODgBYgGWMurx1hoJUgoL6GAK9yqwFKzLJ7OKbOLV0kxic/+cnBzQE4OXKcpQhiz7X2E0XkBF133XXNATaKP6X3GGOtbafqR+y6Fo19XWS2EvdAREqHnlK7tbBxIh1Eqstc0Q3JPIqM6NjSjpBUqUIqQD8xYQiFQzEfDJTw8lItDacIA4JJw7YtJZwOuZUUYj01tEqVw0ic/zZoUhx+3333XRwaJo8W2PNvKTRY47e97W1NBGxJ4QzkTASRO86APOtj7owlDZCuHioYc2lGgP1v/dZvNeD+nnvuaa4DSCvilQctguA90pWmCrb6Ax/4wEGjsOyGHvacrGNvo+v+rLUf/uEfbtKRpooIVPr2Y86P1SmpcnipAP0ERe4oFitdFRxxjbU6RI91TBbDOUdhtcXR2KIEmLlD59lXqXKOAgBip0kXgMCWC/VLe5EDbf/TP/ZrWrBGL7nWXKHnAFMMszQP7L7ryg2+TGLMRSOB5uTxA/jSBu++++4mpUU6Ed2vLmBudDE97g+Znw+cW2PHni9vTqQDuV9nmkzt2PKiF72o+feXvvSlmr5ZZadUgH6igkEC0rXriqK78cYbG1Z9S8lBJPIIl8oxZewx88dc+FWlyjmktwDcu/KTHXUOVIp4AXtyaoFpIJ1uoJecnJmDXeakBAD9gFyIiM985jOrt3LcWnTQMZ7ps12KZ1fAy0mRf/8nf/InV059jWGSETxzCy63EvcpxQrQHktK6UimuNm+SDvNKlV2SQXoBxKbW7iS0Zkqwm165H7sYx9rDCLFwRhin7cSYdYlAbrwoRw/46NAtEqVKseT3tIlQLz36REtn1aKBpAuJUMUjI571ate1fR6zsFHYyNqigjpO+y5fGws5tTiyGOWpMN4xvaJrcZU9x0OCtuRCMepir7iCBnzmI5gxy5Y9ERt1EMMFVEPESUEGqcSe16lyj6pAP1AAoQq+PmZn/mZ2dfCNt9///1N2BOzopio7E2+pghL6rICqM9xNspxwTBQgocOv1apcq4yBqADHd6voBurK2da5xdpMAoZkQfSNhQ2ivL5HYD52te+di+zDqg6adO19fTWPUYO/NqnlB5KgDd6nAOiP3opusFwerDs2jaeYvTA/evDj0zieJFjzz1vi9oAtmloLjqnVKqXZ7efPvWpT1XbVmWQVIB+IMnxywzVEh0PVJlLeQHQXS99gtcWrJaQa/qWzxEA/2/8jb/RhAL/9b/+14vdY5UqVdYD6O33Ys2ln+j4IhXPmQ1YUsASoHnd617XtAl04MuuQlLsKhDvPfQMoCPFAyGw1BHrxyjShqR9AIAR+fYYW0zs5z73uStf+MIXrpyipLc+wOo56PmuQ5aOWRwglZNZh+Siix5xrpBZtWNLlTFSAfqBhIHBFAO2YRLmCiP27LPPNsVFGIqceLa2YM89x9xOLpQYto3zUk8OrVLlNAF6RAtAhY2/+7u/e+WZZ5658pGPfOSiPSIAioXc5YhLgeD802vejz3/jd/4jYbBvMyStpGcGWksIggIFyku9OKppvYgjpwOnQ4yoqTs1SkK1t/6lYu+K1rNEUXCWcOKemvHlipjpAL0A0qKILHGS4l80Bz2oFp8Ss7nWBFqxXp7zVHeDDKm6FgPq6hS5Vwk0bB9gAI77sAcYCXnIpSCNZdvizRASDz99NNNHi82UdpK3zH0APnzn//8i25O8q6l8inSu+ypb8bGoUWcGe0qHWiDvFCTA9Ce6rkQ+p3T89bBqToZEY6Sjjrk7/ydv9P5Hv3sX/KSlzTr3bwlal6lylCpAP2AIkzGcGGe2/mGc0RnF4ZPRwXhxC0YdMZ2TptH+akMEkBQTw6tUuVwItWMowwI74tkhT0Hzof0I5e2QjchEjDiXSkuZUvFnPfgM1IizkFy8BP9DYwrjNXK8vOf//ysQ5mM56GEE6fQN+zzqToZpXgOZ3VwIttNEkSwpbYQtRNqMqpUGSsVoB9QAFKnp8XbXkoUZwmnSaORPrP2SXEYH23BsF5TGHuFYg4gcZ9yKy+D8q5S5dTZc+B8H+gekwqTInCfAcLJK1/5yu+rwdHtxfcC5XLO6QOFdedy2iKA/uf//J9vxolOxKYrip17oBAmnuOzVMetMSIVxPeKgsw5XOmYxJoXPbY+tYuMcKw0gGALpXmxxVWqTJEK0A8sCZP9lb/yVxY9aMh1KQjAeeqhCkOFksLsMCBj89AZZ0aDEZKPeszHdlepcg6SPTzk4BgAUvRsaKGfAkjMvB7Y0l+w9bp6RDjqTiLF4HsBdV/96leb77gsQuf92I/92PcUgbaJmxKML3FKsyiEXGipMlrxXnvttYscWT9UPA8WGWl0mQgYNRHWsEg1x9aa1U5R6pfWkRzLy/S8VbaVCtAPLAwPgItRWlJhUgoMW3Lc1+6Nzth6hq4DNnaFu4FzrdR0J/jmN7+56j1WqVJlv4QVH3JEvVC+yNkQdls+LgCjRSCQruOUn+lzLkcZmSC9Q9G593LYFZleJgGSPbPn7ROEBcn5Fok4TBVjrRUv4saYszVAOrDOIVr7FGrPo7PPZasv4sSKCkgfkouu65BaLDbd+SQ5DbZKlSlSAfqBBZBOmosNvqSiVJQinOia11xzzcXpgGuIdmrA+ZhCUacDyk2UkvOJT3yiCe1WqVLlsDImbSU6Zd97scZYXAx50hx0v0jE7OUvf/mVl770pc2/Rf6kuMhT/+QnP3npikI9/3Oe85yGQe87+TnjEnvg/XMFo2s8P/ShD135nd/5nQY8+n4RjFe/+tWzr3+ugkVPmqo5Zc+A874C6CpVhkoF6EcgGCLgFFOyxMFFpWAthJWxYW9+85sbpnoN8R1A+tAjvV/4whc2zA3D89RTTzWfr1KlyukAdKzhUIBOv+ngctdddzXAUE71E088ceWxxx5r0h6Acr+nB0TjpHnQWZjfUxGRQJ1n9olnSspOXyvc9HkXZZT6t2TfdwW9X/7yl5u2l64vWoEoqTK9SYKoUAgmRaHVnlVZQipAPwKhMD/96U9f9E2Vj76UMHqPP/5400+XMZUf1z5CegnRaYBBpaT2dQvwjJg0ov2U9mFVqlQ5vNANityGgG7saw4PGgqksYtJ3QBkMOUiiNhy0cQwxemVLs3lFITOcwCTzjRDSIp/+2//bRPh7GPGtSKku40vAofTsrRIsTG+ChkdoFNluvyrf/WvLtKQhpJUVarskwrQjyjsmQM4dDaYeypnKZR7TjDD0g9hecaKjg+MlJBsDHyXYIzkohInDTJUVapUOS72XDRsHyjMexUATimEoy/UxjgPQjoAHeJ7OfmcA//G8J6CeP6Pf/zjDdkyJHcfKCY/8iM/0oD6tkjrSeHtGoAP25/OYdoFVpmfPqRHP6eqpmpWWUpOQ/udifz6r/96w6pgNbAxSzLdjIZ0F6JAaemeuAwUcM7Y9J2spnVYch3lQA49EdB1xxSfVqlSZZoAyR/96EcHHSU/tsViW9Tc3HLLLU37Pznq9AZGHdDFykvHW7sD1ZLCUZHjPaRgVgqPqCP523/7b3e+J2ktawB0udKiFn/yJ3/SgMuxIgLqYLktDsI7pXNNpArZFxygKlXmSgXoRyRYE0diqwAHSPUDXlKElHn3DB8mfWmRV+nVVfhEcYkMANs6CXzlK1/Zez3txX76p3/6yi/8wi80hUxrdxqoUuXcBQOopzMA9prXvKbZf6JewHM7T3lo/nmXYM59B11HX2inSP9J7QAcox8cDR9H4LKJA+WAenqtqzd5APoaulqq0dTOWaIa2go6qfq2225bvUPYqYiIB4fH+CSFs0qVOVIB+pGJsG7y0RknvWuXEgaQAsnBEUuLMDWjra1j+3Akht73yzf/7Gc/2xsSFzUAEG666aYrd9xxR/M5jBRGbc0uNFWqVPmOAONeUiDsP63jALFf+qVfuvLe9773ynXXXXflZS97WRMRI/bnmIgcAMNZx75qv3ffffc1KX5+73dSa5wm7Dh44HXpwvk1BNilU9XXDB0L6TBAnVx7Jym3BXjHbosu0KlLiiJGRbtD+9e3RZEv5wqJcvPNNzdsetkKUhtH6TvnJnF4RKkri15lrtT41BEK4+RoZ6FPxwVTpku1bGIIMWKMiRzwJQSoZswZJ4YK+H7LW95y5eGHH24cDkocQ4S1kacHbLfF35/73Oc2bFH6wQP0jLTPYOYvW7u1KlWOTbChX/ziFxtQyCHGXquH8dPediiLl1Q2ANOexqQC8ph0gFs6nX3v/ykcL0X3JvsdEFckTl986Utfaq4J9OsTLl3AOQ5/6S/9pUYfKKY8tkPM6D06i95ThM/BkKIjfW8Miy6l0XP+2T/7Z5uj4yPGgu40Pv4GxEv/0TVkrohUeE0Revjf/bt/1+hmjhogag2Y89QUIWI4FaIu59QLnMPj2a1ZLPrnPve5Q99SlROWCtCPVL7xjW80CprBxKQvBaYx6BSsfuUM75CCpj5htClhjHfYE9fGevkbkP7II4807R2FsQHzMPiE8uYsMMwOKsm9yIPVtsrJc8LdVapU2Ubkg9urDz300JU/+qM/+p6/2eMlYLd/OdR0CeYbmPQ3qRlY4eRa/+N//I8bAI8NBuoS/tc/OoWowL7/P+95z7vY8/SB39ExCssffPDBg5/KiB1Hbii096wAud8B64DZ2HaIyBfPK+Lo0DbRBI4RJ4ZONK6AL1vAQRLZmALQRWLNFwdgqdaVIidSMo2H+W0/u+LfcxQsOoCORVeAa21XqTJFKkA/UqH4sUgA+pKhsrQ3E36kQKYAf11aGMwy/QaoppAZ9Te96U2NsWZobr311oZdIgwLA6tACePuPV6KpQB798WAlyxSlSpVthGONXY8+7lLd2AI22kRACqdYL/bz4C8fQ7EA59Oq/R7/9baz3sBc/2922wy9jkRNu1mfdff/Jt/s9GDfv72b//2lUMJcCwvPx22PCOArSOLo93VDXkPQgWT3BUp7BI9yTHkxktan2vFuaEXgXf2gLRTB4cI5h2I5jSJVCx9Miud7VXlO8JRKVl0UaIqVaZIBehHLGE6+k6bmyrCkwHomPqhrBQ2R9qNfEOMkc9RzHrAUki5Dtb8xhtvbIwy1kcYnPFnuLHqf+bP/JmLayoYxaxhy9fo9VulSpVhAngC24D4mL1o38uX9mqfaYAF1pFKip7rpiNJF4ANCAVQr7766ose6PKdnTrscDOA/VCpLvQxJyT3KconfcN90W/GwXOKKGCUOTk6Z+0rovW8jox3balFQLlr5fmNK/abLh3TcYW+vuqqqxrHwbXpeumCSwlnYcw6EW2xFjyDVJ2M42UUkR8AXXRZt7LKoleZIhWgnyFAl4fOWGLLhE7lvO8TOZKO4k6hps/IVe1KkaG0gfRrr732IvwdRi1HeDucBDiXs1qlSpXDC4eaAItLSQ7iEQ0UGdNmFUDblf6gQwhdwaEHfNP5SdRNCs4DDzxwsBNGsaPy5zH5ogFpL0voVKBdXrqoIWfk9ttvbzrSIDG6HCKtJkUUygOL0vvdPPzzf/7Pm2dXi4RQwbQP0de+31gl3VBhvjlYQlxTkS+i5cMf/vCgtpJEtMFnkUMKf5E7Q57lFIUT6dmkbyK1hrQtrVKlLRWgH7HECFG2FNtSjENO7xOKlfO5S0liyinjHGqBIWJw/uAP/mDndzAyGCDf5d4xc0K2jISQ7mVmT6pUOUXJWQPpz72EKPjksCMFOOtYV/oAK9wnWF4gPcAXGy1NAKD1UpCo+C6nkm4lIR60fM1hb4keANKigPSa+3/5y1/epPJhvhVSqrXRNcU1AGbpOvLMw7zTjfRluth86lOf+p6oJMAHoPedPFoK0kU+Owafk/Poo4+Ozo3fJVh+jgLmX0rPUJAtMpBCf4W15viee+5Z1CE8JuHEAejIrSpVpkhts3jEojgI2yxEmqKrpST5n3ITd/WxxZoD5xSrHNG77rprLzhnFK6//vqGbQ977vMOYcIkVHBepcrlZ9ClZNj/AB3WPCdmAuu7RPs+KQJEBxj6A+DFAnMechpx2dZvK3nBC17QAEvivoCwu+++u9Gn0WsY5U984hNNu9x0MAFo3/GOdzTgWU64wtcw5cgLujEdUOh9xfRl6mHSeqSJ9J0HQd++4Q1vaGqAfJZz8Nhjjy0KznN/TzzxRHOg1VgGvEyJYU8uKzjPnHMia+pmlalSAfqRC8WPNfqxH/uxRa+rYFOxEGMoLzDFYe38USwPcP344483zPm+llkMsnzRHC7C+PgORoWTUXuZV6lynDLn4KEuobewuMCnfPPUngzJIVcs6j6Ae0CT/lBs6hpAO/Cj/7afWwnWG7imA0U3pdrIj+8rBlUw/8EPfvDieTkUL37xixt9iHWnGwHcJ598smHXsfAcmS4CA5AF9EQ02yc1Y96ljCgwVbhvrKQQYfvXyn12P1NqAb72ta81UVgRg8uc3igyLQWKsyZiXKXKFKkA/cglbLW8vVT3LyW//uu/3vyUA+nIbawO5S8UjSWSL0r0ZB/ClDA4wD5gj8FhxLBI+qEzYgzM0o5GlSpV5ou9G4De1cFlitAjOf8AyE4tzZD+20AqYAMIAjmukfQIf6NPkAAidbq9rC3SS4BrBIR8csB7SMEmtlmKidQ+oJTTgvQQGX3qqacaFlouNn3pvfSvMfM9XbbAeRAB6Bh4aYrvfOc7m+gEYI55lzaivd8x9h93f57B81kfl3EfibJIC+WEaciwdASjyvlIzUE/chHStcEVHKkIx7IsJZgoBkKfcuFtYeS2CEcHyO8TzHkOGQLOAfP0NP7kJz/ZFC0xKIwHY1WlSpXjEHUu2FkgeCnWleNPMOFptWrftw8u6hNtV+kTgNULIAVSpY8A/PQVkK6LiujcWoV4HABFmkRKC9Z8jBhTehvJ4hnk4XNWECBy6UPCGBeOB/AqPahdCMtxoj+Nob9xGBKp5CxIOzFmxywcEcy7/PwpLSOPWURIrJO0ReZ4DbWdVap0SWXQT0CSLy5strRQ9Pfff3+TvqLLAkCNydHOTJcWodchJ3gylu4Pi8PAO1SkPGRIuBd7opL/HI+ArlLlmCXsub075cReqSjtCJ9r0iU6Pfk7Gdrxo0x1kdaS9oPAMv2BHVZIKb3D9wCu8q+T172UiCq+9rWvbdhQOmwsOI94BveaForu3/+1k1R0mrxy4BXYTovFUoBvrRI5J8kzp2M///nPN2kyxw7OS9IJmAXSL4uoLRA9lmJk7hBSY1oYV6nSJZVBPwHBsGCnGSK54nL4lhSsjYIdrymiVRhDRtyb3MwuQyy0qQMDI7VUy68qVaocPv8cKHGIDwc8ObdAKH0g5zodV7D0Y4TDoI+0tAGpLdLkpN8hEzDOgKmzFbCxCt6lFiAWlkjv0NVGMaq0BUw15n4K4OI0JP/e82BYy0JPz8PpkDcuJdB4dQlHBxMvqmA8dY2RbnPs0UiRlDIqk4PpRBG8DtUycwmx7kQypECpteBcKWaectprlSptqQD9BIQyZugo9jUA+hxxP9qgEWwZNr6val1rRwBdOBrbVjLsVapUOZzMzT8Hsjjgcm4jWgICZ5x1ex0wA7LlYXedn9An9B2dktatrquzFHDqfnVRwV56BmmAdBJ2fa5+URSaXHDRvyG5822hszkX6nKMgzECwrUZ1I0G+CfGiW4UhfRdxrGriJKDwAEy3qfSHcQzyZt33xxAjhUAq3sYx+VUAboWosA5u2derO9dRcNVqoyVCtBPRCh3yv4QrcV2iZBzwspyICmrPsGiMDqUMrbLoR5VqlQ5vCSXeU6BqJB+KVIxCHYYSEuaCuA75Phz7Gr6iQOjwDmyAgBCCsjxDVBViAnwSRmR7673OLA05XmAcveJ0aZzdYrBVo9lz+lGqTeiBoCpSIBDh0hSIHT6UDRqbLD+iAtjBfxJqRHVLPvSu4cxp4keUjgf5k6ElXzpS1+6+JsUSuOcOoVTEuuSg2UdE1EjJ8b6WaXKklIB+olICquSy3ksko4CDOcQBSW1RXhX14EK0KtUOQ4B/LC7S/WlBviTR+2gFsCTgw606+SUmpQ+YOc9Wge6hnuTSgDk+j8dCNzJOddKMOks9I+id5/DWHvPN7/5zVHt/BSjOuRHWqFe7IpC1eeMBcXAG3aVAPruo83oy2t3bYWEnACpK3KZRRg8I+Du5bt10nJPp5TTLHWHkyJqoo6qdJZEIzyb8T4VQURZlxwOa8561LveGplSt1Glyj6pAP1E5FgBeirWd50MWArmRFEUFoIhPiWDU6XKZZQwnZheXUXmghidLBJZ47jTXdI6sMfAs45U0j4URLZzxQF7eeRlf3P3R798/etfb3RHGG6gX2co6SyJ3Hmfbi7+DqRLp3vmmWf2Ho7kOxzJ7oRQBAI9C3hh6ccKEIc5l0uOkHDfuwCcMVDg6eW7pe/85E/+5EVUAwkikvDHf/zHV372Z3+2uTfkBofqWEU0w70C4pwQp6uWwpnyrKdyyqY5UAfGXonQiGiLZnP+KjivspZUgH4ikqLLY0txSfu0oXl32CBFTZ5DH9xaTFOlyuH3sJxwQHpOi0XstpatAHhODwb6sb+OrSfAqgN1OPbAelojAsgOAZK64jM+HwfegWo+B+xL99DBBPjXihDrrEhUel0KXIF1job74Xj81E/9VMPA56TOtkiz0PIwTgF2XwpOClvHiJM+pafIh8eae40RbLN0Gi+pgJj45z73uY2DwXHxPHQngkP04BjF/IlCmCNzApxzqjxbCJkUipoXa2EowbO1iPhw2kQDPA87zCG0xjl/KQ6tUmUNqQD9xAD6sfWOzf0MVbCUsr7umBPFXhWgV6lyWAEmOc2Y3KlsoGtcd911FznFuqxw2u1zTHAAut/pcnHDDTc0nZ8AUd991VVXNcAuXV6Ac06D95YHvfidFq7XXntt813u13drhah7S97rWT72sY81LK7CUaw+gJWWtRF/w8oD8+5DnrR7mioihEApQI2BnyPYWew/QM6JciiTfwO6X/3qV68cq+hLbywV92oBScwvsCuSwpZ5BrqfQ/P2t7+9AewiDrryHIuok1LLkAO2RIAUunIAzU3qC2rDgyprSQXoJyJhtpJScgwiRJlCsDHMGyPGcKf1WJUqVQ4nDinDBkqhGCv2v1xirDHAjCG1v4FjaRr2uXaFpUjNAHZyABCdBugA74AbcI51lwPeFZkD8DDmb3zjGxuA5zuBKA4CACX9Iwy+/7sGdlyaiHvExiMWpCxgp4l0G+BxCSZ3bppQWzggGGkRA6y+Zx+TV7+m6PvNCeKQSGXh8CigNPYKd0VlREZ0rDG3niX3Lqfe/LEjUkg4cqIrOoEdshMKZ0gKlnVdpk2VNROcsD/8wz9s0qhENqz3mq5ZZWmpAP1EJAU2jOmxiHZmkTGtH1NMekoFQlWqXFYZ2wMdE63IW640gBswDDxiyj/+8Y83/w8QA8IiwDcQ5/PAW2pRiDQIwB3zvK8oE4sJAAKumE73zlkAujHzwHa6n3zta19r8sulJXAaFGH6N+YTaFSkySE4NoDFaZGeI72CU0LHYpiPKepoLK0fQJ3DFZugXzunR2TC2BMAvnQsdKixXjhL5l4UhH1jFzh5W0uKk7W7TAqOtchR7Ep3ciK2lCPrz5ruS6GqUmWqVIB+IkKxYRUoQ3mXCRkfUjA6wpIM9phetgqHhKKFoX22FtlUqXI4STHiPoAu4oUpp3/s2wD7iL7kGOvsZ3tcfi5GUmEj4CWdBDDPUfbYU8BI9xjgHFAGmocIfejwINelU9yb62Nj2welua7fYdGl1gGOvlO7w2MCvBHATwtG0QfPqdhUm8byUCJRD3ZhSq78EpIiT91pEtl1L9ZBjrh3v1KSOHPtQlFStpAE6DluohxbA3SOhtScRFSs7/vuu+977q8t1o3nFEHg+OldX21ZlSWlAvQTEYqO4kv7Lsrj0MoA+5Ui0TGn2WGCkjtKGc/pvVylSpV1eqADKYALsIhZDCBPBwuMs3/7HHAiv7vUSYAbIO4aCjsBY0DadQA5zKmccn/HnAI8Q8F5V19wueO6rrjfrtM4MZzYXN/PKXB/x6J73I/OJ0A5R8g9Gn9pR7/zO7/zfR1bpFY4udX9Y589OwC/lU1wv4Cpe5XeaP6lgHDK2ukpOQ12SGqQ9WQ9KNqVNiNSop5hLTHGbKpCUGCcHZMCxdYOiahooZk1xQkpD+qqUmWuVIB+QiLUpmocqyKkdug+4jk4hIEYc2ofxeezWBfg4FiMZJUq5yjA1re+9a2GQcdG68UtZxhgLFuh+gl8ATH2u5OBMbu78raBZ6kkUh+ARy+fx57THTpiSOH4iZ/4iYb9xrjPYYQdWtQHkuhO+kbkzrN4TsWq+w5YW5OBxvpLDcGG59RSEQZzwdmg89utKENycGaS8ghgAolSe7YQc2X8RCEA2iUiurEh1p254tAZI2BZBGRp58N4KQJlT429NfDUU0+NStc0N9JgdCSSjiQKdGjirMrlkQrQT0gobkwEBl3hDUbokHmTFGiKu8YWV2FVgIFUyFepUuUwosBN3raiS+AI+ywlJeAc4ACU/F7LQ0zpvrQQ4MeBLgAoEBdwLv0EUymFQU6y64d4oAvoNf9fSrD0OYVUbjHR+hAjfc011zTPq8hP95Y5LSbHig4g2PJ2TRHQjTF2yqhoQ5+kENczAJfG0RiaIzn3awr7496x3U7QXDrdUjSAI8Wp81PqiYiB5x0DnneJ9S4CoG7BeHMypnbvkbpj3VYWvcrSUgH6iYkwMk9dGFBngkMdViF0jfkhGPCxVfdhrI6tbWSVKucm2GvgjgB6QAsgBBwhBTCYmG26ZgghkAN/AEfgHNDHNNrzfuqIUbZOBNw5+HSBzwF8S+QgA8HAHYYcmeBZsPecDED44YcfvnLTTTc1RX6KRp1CunY+OicEqMbaem7jaaxFMBAunnsoA2tOtGF83ete16RqZC7N15iaoDHC6coR9xysfQdATRFjEidD2shLX/rS5t/sjc4pgDtnqiuNaZ9YYy95yUuaNCjr3BhyMuaMl4hPWHRjU9NcqiwlFaCfmDBwlNTznve8RmEdAqCnpVl6Fv/ar/3apTkZtUqVcxOsNuCKZQamgVQFe16A45i8cOTBj/zIjzTgHMOKIQY4XUMKw4c+9KHvA/n+Jp0jXZ206QM854jnoB/pF7oKoFMvI+Umh+bIo0c0uB/A7cYbb2xSHNY4eAaABm69AqaBQh1v9nWs2SVy1OVu6zNOzCPbkCLNJQVrrv0gmdsvfqhIGRG90Z0Hc+9FOCGcujG95qXk6PpjHWDNHUjFWVsiCo0441xaw9Y8x7RKlblSAfoJitxP7BYWvcwR3UK0TGPw0n2FknZE9VjBfmi3WPP1qlQ5rEilAMQx3BjRXZ0rugTglbOukJTzDvgCxArAEQpa7gHuak7orC7wAnC5BoDjpx7ZANRUoRMx59jlpNLRlQC5k0d1f3G/2E/f5e8AHHYbaOYwLCW63ih69N3ugc7Tok8qzxK6mw52bX272QVjDajPPSipFCkmUkII8A/YbiXWpAitNox+SlkSHUnPfY7kLgHwRVKkMwHn1rdDrXalEE0hnIB0KV3SZzgwVarMlQrQT1B4/z/4gz/YsEOUzlaHVjBoimrCAFHUU/NFGUZGpAL0KlUOK1oNThFMITCoB3YKHIEmBY72NyaajpDCQU95HwAj37ctdMFjjz125d3vfncTmcNGynWfUzDqsyKMAHJOSXVtjoPUFqk07k2+t/xh9wjMOTzJ79qnjk4RQJLOJCIKogiPP/744ikoiiiB/+TZA9NAu1SRuU6AeQOO48gtWSMwRIwbUkq0IKmU5ohDghG/9957e7uIWaO63SQ64945jGu0ppTaIlVM0bN7XSMSU+W85DtIq8pJifBsCnN0c8lpnmsJo0ZBCzMC55SkvL05ippBx1gd08moVapU2S3YcSko73nPe6689a1vbdJIAs4x8HQTUCw/+bOf/exFUZ9UheQU52Citvi8zwFbmE7pIHNZX3nBdJZonTQW4Nw9eQ4Eh/Q8OlQ3Fyk+QDxgm5SKkBFThJMRcO47Md333HPPavnhgCdmOCISoe9733gPEc4N3W8cAPS1C1B3SVnnhKFW+2Q+OYldgsm+9dZbG3BubSky5TCu1TfeGtPVKA7SnHGvUoVUBv1EhcJkDDE0XvLxhPsoLS8pJBSRF8XW9RpzgIN+t5gYTNQSeZqcCkqzKrEqVY5bsMpYVJ0q5Kvbs9m3wKaUAaz4rgJLaQqAN0ClILMvLUHrWMwoUKXgDuCZks+r8FPONJGOAdA5TIYuU2RIX2LN5W57Fik52OGvfvWrF7nWWh9effXVzWfHdg8BzgMcseYKQNfIC+/qKIJx9qwKUUU96VrtF8dGK83TG97whsYBkwYk1/1YTltlh7To5IBZl9ZgcuI5XjrzcNCIFEzO4phWwFNFhyAsun1iDa5RRFvlfKQC9BMVSojBA9T9GxNNaWGoYjj3tTAE0tsAnmCSUjCWXPOwUEA1ViU9avN5RsH7dzkDlHteTozDVOU6Yw8oqVLl3MXeAaIATo60n/YtpjOpJtLfHAbkNbbTEhZbx4sUfZaCBJA3DlAPOaTMdzvUxf1i3fsAOl2T2hp6AQP96KOPDr5nzDhgLF3FdzrkBytPtKgFtIE390z/yDUXIfQsADqRH84p0OubXn3nO9/ZkBJSboaIDiElqyuiALhtJaIVcqJf//rXN/PGJrAHY9hvAFPevPEy18DwsaUjJv9cNzOOlv0gLcm/zSmbIkJiDWwl8uOtJd10RJoqQK8yR9Agx+ESVxklWk8xoM8++2yjODFOfoc1yUl/bWG0xzLWQH95gEZfW0Tvw9R0fUfX/TCQlKh7d31gAsAA+ClWxjU/UxiU7gvYL9/lO/NyvfybE3Go9pNVqqwpWEGhe/uQY46RtmfSUcn+sxf8Lc4w59pP+1fkC+gC2LHG9gowGvDuvZxnTjj2FUj2Ij6PCcbSjj33gGCkpZK4v/e///29wB4rqlVjdIkc+aTI7BIsP0DvmehBeeQKJdvAEqCTwgLg0Z/0Ste9OMbeCaghKDDg+07EVKSpCDV6Env79NNPj3aOlhCA9c1vfnNz/9hv9+I+9rHg8ralaHA0ODAKatdKC5kr1gcnUt438azYdGtAVAeptLUgxqSAGef3ve99BzkEq8rlkArQL5EohsFQUVC6rTDaMdylpMMCYawB45J1p9QwUMS1gGuKHSj27668TAA6RomSBJTbLRSB6xhd//YZLFbXPe6SEpB0iev+03/6T0dds0qVYxUAGQCR+gE82UOcXqDSfuXc2g9C+Ekbs3/t00TYIv5uz9mf3p/uJkC6vQ6U2uP2sH2UawKmitPnpDjQH+9617ua7wf6pE30ve+OO+64iABytjG4fWkm9I58cTUtdJlnUSOzq3geSy8NcB/7L7VPZ5foNgzt5z//+c5xMG7SYzgXRHQhhzEdSjgqiYSyD9KQdrHh7MK1117bOBpSRqT3DImQHFJEOXQWc2KtZ+VEYs67TmDdSm655ZZm7XASRWSqVJkiFaCfiYFnwBkvBj7HRPsdxY1B8h7KLSw4Y5MT6rwXCADcGe2En73y2fLffrqua/kO/893+awwvLA5Iwn4O7Qk1wA8GGbK1f2G3RItcA1/z3VL1rBk7YEKDN2xhWSrVBkj9qBcZsxwnGj7JScKy8+2H3YJMGzP6/qEUcWMB7DH0bVPci4BIGr/OGsB0JnTo7sUaRaYcc9Bjzz44IM7gatIgRaJYa+lMjzyyCPf9xnvw5p7ToA8XUbGMtY+T8d05dHTRzfffHMDAOOwuJcSuIoOSJ2R106ODZhxMjDiu1h9cy/CQZdaV4oq962vQ4t1pTOQZ7OGOWY6qBxaFOgqrnVPd95558X+qlJljFSAfkaCZVJ4Bfzef//9Deg+lCg+AjyAhH/0j/7R6M8D7oB6Cda9gH9GG3uBodsy97NKlSWE42qvioYB00kfwwxjNJMrPUWAXdcHKKV6yDUGKu1D3yONA0u8JOsL4Mrj5oBLjcEqA1H26C6WG5MrEmAMgEbMtTz2AGrAHKj0LPLugbMpDoWxvf7665tx0QNdhyz6hWOT63mP1n50i3vxHPLSfa9oJWCbVMAvf/nLm+Y9DxHz7BnjnMmNxqTHyfB7KZKe2RrR8nKLosqpQs/L81cgyomj6+XYr9UhZ6xYI7fffnsTweAwblEgvKaEADuWIuFzkQrQz0gCigkj+S/+xb842L0IA2tvJszsiO0lxUl62CyGlqGpUuUUDKD0Et1DgKkIg4g9XvpglVKAT/vRS0Hgfffdt3j0CZhyTToHcwu4ADBf+MIXLkB3WzDaupFgSAFILORdd93VAHItGF2DU4Gpdt2phebAnoJKufeu4VrSifwe6NeDO3OkcFTXrDCixkq7ydTYyHvel6d+KOGIOS3VvcZZevjhh5sxBM7pYznnHAzr4FhFKpNCUOuWY8mhNObHFjF97nOf26wr4/uBD3zg6KMRu4QzDz9whDjKVbaR2sXljATjkwMe5vT3XUKw9xiaNViatGXDiFWpcsyCAdbtQeFn2b4QUGQM5dJyYtcUAAIodQ9Ar3z3pZ339pkJWGc57T/90z/dsOldesBzc0wUekp3kaaDVfdTmgx2W/u8Xe0dhwgW2amjdCNnAAAEzjHi0hQ4B5wIzpL74fjHmXH/3kvc57GCc+J+HeoD3GoBCLBzkjh+8rh1qcFCHys4Nx8cWG0MRVDcpwLirQ7qGytOwrVGOdz2+Cmz6FJ2OHZj68WqzJMK0M9MEqI6dP9x7A1DiAFh4JYsRNKhIqH1pa9dpcoSwnkE7qR5yG1m+LCyXvp2OxlyyyI33wucAanuS9eUtVIc6B5gC9BWsC5/WL57n3iPgks57ECCcZGisSRryiHSKxxI1SLP/SX/HWsurSjA1XcDXfKfzR0dpq5HD/VjFzVEiBqOh3QdQJcelhqC/VcorEDUGHhG7+coYU0P2cmFLtdRB2vOYXJPoheHLAQd6piK9oi6cOBO0RYpHEbqkV37tMryUgH6mcmxAHSsDXZBuFtoFShZSoQSKXAhcjmV2qlVqXIMIq9cuodiTXsQMGa0gVAMG9btUHmeunZgyqQ/aLMnR3kpyVkHHBK54+kShf10RPquz3EYpLpI9TFOUlrihC8pxl3hrQJZHU+kKBBAHUiXnw6kYkPdE/F/YP6U+l17Hl10zIOUR04GXRmGVBqM30WAdhEMUYZDie44nFrETtbSsbZ+LEXK0Ite9KKLSNmc07cPITlF3BrnpNb2xdtKBehnJscC0IlCKodhuCcM2ZIKl1FhdITsK0CvcmiRUqDwEwhirK11QAOwc0T7lNMylxb7EIvueHT6QW6vNJQ54jpqQnSjkcqit3ocE9+1qyAVmMc+6j5DpLVI+Vn7UDOkATCe/tpACpZfT3GAK3U8xN/orjGHAB2DGHOsOCLD3FiLcoxFETDsGHTPJQ1G551DAkvzz6HjlKkJ4EBgdaVkORTo2J0hDuXP//zPNwd0YdFPwbEgoit0lnQ0pJczA6psKxWgn5mkn+8xhNoUXwmzarmIIdOabCmRl4qlFEavUuUQAvQAEda2VKucbshAc069/B/DBoSsUZw5VkS1OAwOPgOOsaZT7gnbyTkG9MKWGwuOc4B23wEunBjfbe9KacDaSbnBbG8JYHXMwdiLJnAqjIlc7bKvPNDCyThVAbylMikSlc6DVZdnD6Qfi2CepeEA49YnZ8j9SnnSMtIcHbOwc/Lm2SMOn/11zCJ64n7VWUjdUnNhnUw5nKzKPKkA/cwkh38cg1IDTuS0AegMOTZxqYKfMJJAQpUqWwqAKQWC8ymKQzDGgDnj7CTO8uROqRTYKiD9GELI8t+lNCT3dCwAlcLjlbMWck6BZ5bn3JcO4j2KNIFzn5EXDYAp0DzUaYyKZelKDChnIQWhBJAdMjZyuoHgYyBFusQzYNJ1HCFXX311U3yZ7jWHFOx9Ihb2DQHUsdE5EfbYO3VxcDmYdIH1rc5hbmHzEpJWouWLvUwvfwKgW+eHbMl8zlIB+plJDMyxHJwg7M0QyH0VTmMYluhlK8edUjnEEdtVzlMYNmsYU4Y9B8gYZwAP69fFAPu7FCxOKgN5DACdbpDeAJxj/IDkvlM8u0S7QukIAG1OKiX/4T/8h+ZQsi7xHmDLZxVjugcRBnnnh3S01MdwoDj8IgFxNkQAAhj3CYfDPCsiPdZWe1J3nnzyyeZAIzpTeo92lp7zkI6FlChOrLUT0sUcfO5zn2vaW9pr1umxFy+qsxARcg6J3u1L1nfsE+Mn8uP7/ZSyAojbY9LIuoRO4hiryTh0VO+cpQL0MwXox8TmCBMDNMLi2n59+MMfnp2TCyBgrrwY2mM1jFVOX/Qvl8aCAQ8YxUhyEAGcfVGh5GQfQ1QrwmlWmMeQa20oNUVh4RDhYNtznglAt/ewcFjEXWkMGHvvBRaB30MCA+ksoiAiG1jcnOQqJ998ijIMldQaHHvusVQGwFcnH+yqlCTzOHTelxa62z2Qdq65vaWoWvoRpxgrvXY70jnCqZB/zunBogO/azifaYxg7ABxTrL6CXspfePNLZ2TU3HZ2vIljehYCLxzlwrQz0xi9Mo8ykMLZ0EhTYrTHKt9zz33zGLSKSKAh9EHMuYWu1Wp0gZdih+BWGsM62jtSuvQiQVbOoR1BgQVkDKIWMJjEc+COdd1RmSA0ddpaQiokMZjbOSyyuPet/ewoBwcOkkE4dCncGIar7vuuobM0GbQC1AHXqSD7HI0uuSZZ565ciqik4/ULGsSqJRKgkXdsktNajfS75xzKNLalX7kXgHRl7/85Vc+9rGPXTlm4UBw7jitWnTOBej2l3nSDpONo3uAcHtXrRm2nMMLkGtHyfEFygFwBJZxPVTqWJVhUgH6mYnUDwqCh30M4fQIpQEA6BdL3vjGNzaHkEw5ujtCAQFPwEUF6FXmhokx5UL//g045NAOAI5wMoHTMb2Zk18LnB9LOhbAjJn0HIw9wMRZHtoNyb5zGuU+sTeBQMwtEGFcD00cADrXX3/9RTG9ewKqpCSsdZLrsYnuLnfcccdFtDXFmFtENKQ4KVTFBFtHmHER1q7vtnbYiNtuu61JEQN6xzpPWwv94D7ZOWlkY+2bvUgPST1TOFt2Y0uffsSAVDLXN4bWrf17qPatVaZLBehnJgEBDOKxCW+eIgZ8sHYYdWFBhWVTjAOWAMNQTxStMlekODCMgHmAizWJFRNqn5qrmV7bXQzhIUS/b8Y/jodIgJxZHRywmrvyroGFoSDAGL7whS9sAJj8XOPHMThkMVoJzkX13KO5lY5wTgLgeW7OqDVNfwKVu/rVzxWAXKqKWiRiXwGz+/aFqIYOI9aSzi7WHzvCuTSHXv7tdQwAVVRXNEKai6iRdp5DBMkkf934eKYw5Zxmzj0g7sXmrd2GtMp2cnworcqqktxuYcElDwdaQhRhcRw4ERQQ0epJGPPhhx8enWOIncCc51pVqswxrJxFjCrn0f/tnzmsagq3gCDh52MQ9wGIezYndQqRAzzyku3LP/iDP+gMi3Oq3/WudzVgAavZjgYAE15xYqSgAf+5FmDhe/uKSNcWAAg454AR4FzB+lhGlq7RkQqwlLYUVvPURM536gIIp20NgI4Rdm1zb19ZH9beN7/5zcF1UuoBRKIUPDpUp09K0O5lbg+RTmVfAeicc85P36Fb9hRALqrAQSp/jxF/4IEHaneVSy4VoJ+ZYMJs7mOrzKaEgBUsByNPSb/yla9smEtGU/GoPum7DjZpC0ZBKy7XFSY9BgalyukKUC78v5SEPZdqdugi5pzOKN3kzjvv/B5nGLstnA5M6NkOgLfFHpUTC0i0/w6Ya9vomopFy+hD+Z5DSRucE8WSU8C5w4wUC2M7jScQdYog3b3L8RZRoTeRJ7vA5BSRloI1B8zlY3PWvvCFL4xuQWgtPf74482BS/KxOVdpienFqSZ+55XWpwC9Od46DxtJpk7F/ufMOXypFPelM01qUxIBNg/OEJAGJpfcnqztDy+3VIB+ZsIQy0Ev+/keWihMR2szkBSm0+wo3Q9+8INNsRkWQfU7Y0Gpy/UdwrRRhJg8Cg1beYqGssrllRzgc8j0FkyebiX2nbQG0o5UAQYY1VtuuaUBD/4NKLSdF2xk2eO9/Lw8bt/jPV37ULcQMrd7hNoaemRoAR5iQI/z8mh7zrz83bGCBc6ppyKBOYSKPjv2Di5dYk0A0AG4CkaXOFEU4JQ+Qy8D59Yb4oUjOJVESaegiGv7Hi9rAtEjamxtJJpD3vSmNzVpIiJHCJ2tOsFI3wHQObRf+cpXLvailzGxH0R/pZkZF7bMfXImgHcRLTZNUe+x1K5UWV4qQD8zSe75sWxqyl9YkuLEnGDfwu77Kf+TsWT8tIvykquqpzSWfRdQ93kpCEAFZqUC9CrHtA+teUYYa31IoQv21WkA2BhVrJ2OGZjhtuwqDAVIsIZ9ezBtDMf0W2+LlAyAUmqbjh77wBbHHzing6Q/+Klf/ZSTQQE+Dkj0qnsAEnXBectb3tIUmQKApyTAIUcHORKAjhyZCqKx13rCA8quaS1MKazuEoQTxlmdiKip1BzXLw/dMTexf2k3GNuQugtAP/nc7BGG2r9TCL6U2E/WCJD96le/unEUc2/f+ta3mn3A7nU5mgC7tYZo06f/3GokzkkqQD9DBv2YADqGnEKVE6hgpuu+AG3MnPzXF7zgBY3yZVwpV4pTbjAWsqs4xu8pXYqwSpVjEY4msIt53jJMLaQOxGDtAAT7wwFBCiTlxvalFwAPAKcCSg7FmILQSPmcwHCZZicNrf2eKSANAy8y4VTMRx99tFfPcUgcgkN/eCbgkQMytS5HmgyQifn0nXQTcIW9xc5L8cFIY2rndKbaWhAgAdPALubb2hmbIqmdqM5cOcka+ATM55Am1hBQzn7oikLPJ32FpEOQtE6A1zywf3K4/Uxk1f/NnX+bP9fzEiXK4VTmzfuAdWx2QPyU80SsdS0kfZ99ZK1wGKQPpY3nrkgSO2fsdLtRaOqQploYejmlAvQzk2Ni0Cl8IWBGgGLap6yF94SfGT3Fo4C6kLJ/yz9UHU/xl0beZwASypxSW0qk28gDpMTd/1wGqMq2EsBpDocK4x1QNyUFopR0q+B0bikYXYALAAEU0x8ZOyrc3gXQAdg3vOENF+0lrfk59RwYQ4BCnneAdQD6vkOddon0GUwo8Aj8/NRP/VTTAaoLnMs5B+a813M5mMmhUlOfC5CznlzPdyba5zldPw4BPZVTO09B4kwAkoCu8cX2artorLzoW3VN9gWQ2WVbfA6YdQ298ecURad40vyyASIl9rNoFIcXKLdGx4Jn12BbOKtenDZz6tlFeDDtnr0Uz10C9nRSadsD86/ZgX2WtU7SkYWjrCh5qADlohEcHmB/rj6qcpxSAfqZybEAdAyG1BYKkBEb0yGAQWDcAQcKDwCn5AB1L8qfAivZKsp1SaFwgR0GF8jDvjFaSxZRVVleGHcGDZOMUcOy7uvvzTgr+gOwrDOOpPU1J9SPcVUcukbf5vQu79rjnEl1HNZuOlgAp/aRlxSP8rk40Y5/B1yweorx5h6oBNDYN4AUB0XKGhBrX09NcbEfORF0ApDMkcAuuqY83fJ5As7TStE9SEGZUzgvd5hu9X1SEOgCOfvGMuxsutgA81pXivwdu1hDmGl62rN5HmOIGJGqQqwLz2ifRP9ZI/Si/xtnedP0vLqiqXNs/HRrkWLlPjjMCBi2w2vu6dOeVUpk2ZmJM0Fn2K8B7l7+DxznxQaVwhHJWHivMQgwtwaMJfvku6RZeS76aChh4F5FvIB+6Z/W+LE1fqgyXypAP1OAfuiQmL61DBXWhXGcAnZ8VsGaHDxGnpHAWlGolF7aLAIlrk+RzjmdtBTXlQfIKPg+ua8Mhk4zh5ScnCqP8dBO2DEJ45fDPQIsCBDXdwIhUOXvPmPtAJEYZs7YmBSP9nsZc/sP8BnbsWKfWP8cCQAAI9wWaRfWbnK+CTAJQPidcHscFuMkLQHYxUw+8cQTs0FQnGUOhMOQALlEE+SoTxEOB9AmTcD+5vRwwIjfG2MvTsYNN9zQ6A3rATg3l8ZpDrjh7IRZBVa9cuhSog7G1//tSXpiTq79lmJckraTkyk5mMaSZF1nPaWWAYhPcSnx/D6rVzlQGrbZOh0y9kCuz9qL9Lq5M2+cq7X1nHWFkW8XRpvPAPcSwFtbxsrf3ae9ntQeYly834u4fzZENLnd0WUIiy6CAKhztKtcLqkA/czkGBh0IAKDRBSFzjVWjIQDT7wwY+kv6/cAlp9AEiCgZ+5cYZABAIoWm0oJM0hLgBfiXil5Ro9hG8PKA1IMIQN6LicfDhHjYS0Q6wQokOYBbAAgZZtD+bLmFxgwt9kzgN+YMDQB3BhRTmLSLaxDINV9LClXXXVVs+4Ze0BbV5b2PgduAG8AmTNnvXiPGo90TALQgV73nZM0OTFj0oF2iegXNtG9yhWPwzQ2mmCfiGzIP7bvgTVt+gBwe4eeMbc6dfhO4xNg7rPePxecA2Ec9eiYpNEhC+69996m7SKWN7nM9IUxdS+Am3Qj6Q2cpmNkQD2H8TSO7t/YAazpuuPZ6CfrGwi1rkUx0rLSMybv2z6y5nJ6LrH2cuw8UsFPazTA31ilbgJr77uxxYiZQ48XR8xztxsVmGvRnDgtxsDaSITIMxoLY2Uf+LffK/gE7BVbD6lTMBaKbDkuIlIaJxx6TKosKxWgn5kcGqAzkIwTUZAlb3xJwSYAG1h1IINypAQZUkdWC7X6OyU/JW+c8hXyB+wArGeeeaZh74GXOXmVwpTuzbwwgu6NQaJwpWEMbRtHgPoKzr9XFLcRjC1nygsoAtyzFwByIB5ANwcpqDb25iKpVGPWTYoHFbMBFYw6w+27l84/t5cwaULfvqtrjzPqgBCAZS0D6MTvOBOcW78TEbKGsHIOFFqyTaD1+fTTTzcpIJykjPGYNWs/a81qHj2ndBHpOQEoAPlNN93UPKfxlvcONAJ+wKL0Hs81B9AAXe7B/vdM5jNRAPfEYf/Qhz50UbNij7sfn8P0Iyk4+yI7HESRDGCdXjmGmhbjpDNOeuQb83Q/4Wg89NBDnd1N/D2McuqEAG3ParxL8O299psXZ8VcGQvjYB3ak34PwBpbBapZs8ckxsresYcAbWJNiKiae3aJc99m4ekT68fnRL7syZtvvrlxVgH1fW1H2TEOIj0mRW2NlLkqh5MK0M9MKFge/Nx+w1OEYYqhFHLuCsEvJQwBhe5Fef34j/94ozixdhgHOaOYQk6CfMEhgpUEzhkq+cNABsMFmMunnZo2xAC6JwbLPWGgSiOWjhBVpgt2CWBg8AkQAJQKE3PksHSJugAN1iow7/3AQ7pYvOMd72iYMMZ2SM9k6wvYwrIBGYwoxtj1lk5vsdZz4MsuARyBQ89mXAjmznMCyXFm3LMc3DVYOfcAbAnrG58xBdzAn9Qb80GfSQtoOzsA8lNPPXXlbW97WwOeACE6z971zHPBOcHeY+mznrraTEYn2NcB6Mmfppf8Pf9PH2z3Tr9wuOiWpdLy9ok1j8ywLgKM7YVEB5Kz79/JQ+/q4e/+McBtFliUw/XNn/XmGgC5fUlSP2AsRHLovqSHeQHmgCz7RWdvfcBQl8Rx52QZG/fv+e1te0f0yX5XgA3AtwG6tR87RT+ILgDpbBXnlY3ZpSd8XpqWlFERLw51PZDv8kgF6GcmGGwK8RAn9zFo2AJGFfO8FYsPUFGWUgwUCGIzGVaKk9LEWFFsu4rf3LdwPEMPuOjCULKKc3L6AYjkawJurluCh7J1WJVpglEGeIBPxhDzlFC9PGVAxBx4hTG3PoTfAXdAAsAzFz6jbd6HP/zhQd/NCYgAwdYbALaGDAEtCcmncFqKCMaco5iwPDZ6ya5HXYJRNZYAyNDoE2eKsw3cAWxAeB+AsdcT8QCe7C0Aie6ZC86NHecie18KUB/rDZBaY4TeBaisN2CsrAUArJKPDPR5aaWX8bF+/XvJ+iH3VgJyjHjyy4k1b124N06Gn+wHR8eawfoPvR8OrVeZ2mVe7C/XtDfMFzAbkOmnPclusR8ke8dnfL91kFqjLQ6EMmfsBpvAlrAvWV/WgOewztKRiEPomaSQOeipz+6JfHnROyIznJgbb7yxsTWer09EhDnc5lIEbevOUFXWkwrQz0wOleLCAEjhAHiEow/R7YTyTFEpJkb4ljFM2zXsIcZTF4aMj/HCTmA+GQ9MOVZjyRA0A8ewuBfKn6Esw7hzWs9V+U4YGSOHwcSaWwMRzKexZlQZfmPPQGLpAABAML2yMZnAtnUz5SReawnT5n662v9tJRwQoALIBLIAH0AMQyq65d62AOdJBeAM7BPAVvqRcxDsF3sUY913gIxuTvZtPmtu7TFAei7DaP4UoYfkcIJlX3qO92L7o3c5h9h7gjQQHQPyvKxBOiCSdJKkgKSWgY7wfRhq61R6HcfMyzzuej554oAlfezeODylAJZ0M7LCC6jMIT4cC5EPUQkA3UtaBoA4Vaw5+q3UceoIHO7EKTFvxsh9c6oSdchp2IBvyA2/dx0OAGdiScBuXowDO5CImnuhE+wnURzfZ2yvvfbaixNC3RPHyvvcs8/v61jm3u+///6GEDJPoqtOo+1zRI0hm+q7zQeHoLLol0MqQD8zOcRBRYw+D5+CpTwP3bM1B1h4UbIYxBTsvPKVr2xYCIbI3wGYVNsDEozU0h1wGBEdMihYYBEIxDQBj+kvfO7CCDN67ePAMdpANYeJEWWgjaH3ex+QxjH0b+sQ0G73u5aucscddzQhZUaQATbnxh/DC8wqZgYYgFnreErKEacQKDKnhzysBpCjB7zCSgJbEdElTN5aYgzsM2Kt73NAATGpcSku5GDvOiyHA5XninMFHD388MOLABf3nvQa+mzXyaPyg73X9wJwZZeOsNJecpXdY8A6YFaC9XSG8cxp7UdfWf9ltxS6yTMHsHsBcCkMTjoJsa49g7UcQG5dluNqXdhbHAVOgesB0FrkEnqdw7skIGSbnFSba3ZFNpPnTm/bt3SAMRH54jjFkTO2GGWOjHU2FrBzDjgpUo9I5oR+tkdcu7xmTgHlRHF+2BDr1jMZV1GRIS2FzTeb8KpXvaqxC4pO77vvvt7UVHPAKTVfvm9qR6QqxyUVoJ+ZHKLNIoPG6AvT6SxxTMJIYeK++c1vNooYmKOUKVIhcsadUmSU1izAwRStlfbQJxhMYBTjcqw57sAZ1gngsnblZ2IeCXBiznQwCPudn8CQArWkBzGkfsc4tsEEZyyfMx5hLhl3IemyTzrwBOhM6dgjLE668na3FGMCaIRt9eKMWOscEkYeuFi6gJv4XuAOuAJkwib3CUCJScQSAzn2YZky1L42QCNaIkfZ+z0TtvOjH/3oIl1o0umGuP9dbfHoDwA2zmPaWfYJxw3Q8uLEcOisN+vGnPg+6x/QlP7A4fSMOcLeZ6xN81umxXl+4DV92H0ekPSytnfZghykAyQnfUo6IGfZGgFE1wCE+wB/mecewseY2MNIF8/r3jgmng/pImrjeaNrd3XO8Uyce85+6gwyP56/r1DVfSMR1LQoDrWfYnP9zbiJOLQ7v/Q94+c///krt956a/NM0vP61pu9LPqLbLJeKkC/HFIB+pnJ1gw6wEuRx7gea29uCk6YEEMOnLtnCh87wzhyMvwbaMGKXIZ2Vp4T2GDAjwmgW6OMItYKQImBwwwGNAINcpGlPQBewEv63RNGGUgBirCc+45wx8piJH03IOOlJWcJzhn9dB0ZC7JdL4cT7TOenhegAOyWBvMYx/Q2T/EfwMBxBiiBAKBYj3Jjt+Q6B1Z8t7kD9qSKle0t22IMdHzyfiLnvy/yYG6wjJ4vJ4kS4/3xj398kSgU501OeNaX6/qd72sfdgVQJe889w/wcf6BrH1F+pl7L9ECewFDmhaanEjz59q5PgG+/Z0EvCfP3fsBbvvBnO8a+0g+216HdLnUQNEBz2mtHFq3c8pS8C/aaQ0A5daENW1v279eTiH1/FJ6jKmzOAK605PceHl+DgDHno7c5TgYD6QH22FNcA59J/YeQWD907nmUe3EEDFf0luk/Li2aE0fuNeZSIqLtcKJmNNVrMpxSAXoZyZbMugUZDpCCOFSVMcuFDBj4wXEAC0UozCyHGaMDJaOwlZouFTv80MIgwTAHIOzASgynMK5fgpVR6wbY804hYE0LwydqIZewJkH88QwEoaZ8yFKsk8YNI4Yo3b77bc3RrpdcMnw5gjxsZ01MJ/Wjs/uY8+wbMAc0LckQBeJ4NQAHQAgYGdMkyvLScH4+juAad0vlY7GOQGgXRcweuyxx76vo0W5FgCkpHlwiKUh9YFs60XRbhjl6DggVHRsifXtPjCiIThEcTiRUinsI+OnmM9a8/1Y/6RDAGf2mXQ5zCwnxZj3PX9brJkw65xI7Kw1QrDgvp8z6vkB//Qedx8Zi3SwsTdEnOwdc4uQ2LWWAfD0Ji+FQ2xtuo7vlVa0dt3CVMCO0S4Zdi97OX3ZOTuIpER3/f+uu+5qHJ2chNonxhNjjUhwrZwWas2mE0/sHgBvnOwB40o3DRF6wFwB31oFS9XqEvtKdAlpwQGpAP30pQL0M5OtGHRASf6lFAWhRIbg1ARAw6p7YcrSptG/GSYvyhMAoISB9iGhy2MRc8NYzT26fY4waBgfTH6Kv1J8xygBWV3FUcL/1hhgXjpJ5iKpDJysMQKgAjE5hKUdxpbeYO4xWmMlxXjYyz7nOAdUuQc/gfqlUk2AMkY74Mp3YEHLglk6gbMT5hegXwKgewZFldbbvhNJjb0UGI4aUS9g//Uxl5zmAOcUWhtfz7ZkrQtwba36Ds/g2pwo/8+aVccAIKXTCQEQ9WQH8jgYng3wc3gS0mLsPcoDLwvUrcWudp/GGnA2zxwuTox9lgOEOGfAIoeNkyta1CZQXCPP0TVf1orx9z5ri7M3hJU/NGBPa9XkbNMZZQ1GpK82IhE+JIF9iqUH5K07NkCErKu7jfcAzcC8sVdcPFSkYIaZ57j26Wx2VjFr0jSXPgytyrZSAfqZyVYMOuVHgWESGKhTryoHErFxQCHljHGhaAF2Bgpww6RgqihJjOwhes2PkThpZTHa2mL8wmB5YZFyTHraDwIFu3qFp4c0WZolSmoEkF8Wf2HHks4w5TtT4NgFtgGo6667rgFa6dOe03V9bg5AByYAbvcfsV6ll9ibbQFeMLTeDyRb62MdnQjQqvMI54AAFZ/4xCd6mXB7CdAzv0Cowty+lnGeK4f/kLQnNG+ebUlHWV6v70lKkGiAvGCA3f8xtJwZ94TlDEilYz0vcO7esO3enz77unPQIUNSXkoJaMZ89/Xi951hfjH12G5pH9KGALic3mo/0tPAu7EGMO3D0smwFruAd3kQj+eTBmjsT0GQRmyUNUeGkBQicsaKQ5Z6EvpAFIOTY5/uS6XibALP9Ff7BONdYp59h1occ9N3v74/kTB7qQL005YK0M9MbHRKZc2T6iggzAzDwOBvddDGFmLsKGIvbBSQiQ2htBleipfBAm4YxCHpFVNEiNR3yYvcFYLdJQGgcdrWEuxU8voBvpKtMp5t1gnIASCA066wOVDDEHGClj7sJ0C2fXiV7yTGeyxLCPR7LiAy4L48kdT1AIXsTYAIgLBv5qwf61OqhXQh322dMOy70s3cp1C/rikEqJwC0D2fawTI7Du5k5Oi57N7BiaB1r57LJ8rRa7WMMYTQIxzs4QA4QB6vsee5nRw1oixkb/s2a6++uqGTeUAGe/y0Cg6IU6l+8Sc+509AaiLFLXz2LuEnvEdpMvB2iXmFsjzEp2ht3IgEF3g3ymwLVsn7jrhFRgUKbWnk9+9q2f3sQiHSOHwK17ximY8E1loC4ac80V/pVjUPvWM5ovuGpO6iYBAPKQl4pi0IMRP0r7cc58TygmwZr0H+cGBqHKaUgH6mQn2R97cWgw65SGcLSeSMgKiLqswvgytF4MtL5RiNAYUMKVOkRuDdjuuueK7sF4AydTc/ikMOsDCAfPsDDcQ2Y6OYAcBAM9vHBjvsr0bljMHrzAe7XHxN+Fgv2cg29030lZtjVaAjC+nsp0fmhSVKWy2z3KoGHMgGQuGpXZUOjDkOR955JFmLIHLJXKmzRHAyOEIgOUEiQLtO8wIgANCAUqsIUdpTC68Z5Vvbs7TiUINQZ9YL3QGkCTXWcStj4m0roBzQDX55j7v+r5nydQ9+8J3eR5OFMdGSpBxBErtP2vcv3X7MYcYavnz2VO33HJL4xQBecT8Ky411wgMTCfg5+9p47pLAhLJnK5PvptjIYUo3WZSbMqhlNITG7Gr+4332DPmgV3x7EMP8Dq0WCscqxtuuKF5ZmvLuHgW8wpA018cGDoWGUAvWWuco6lRYWuIvQCgRV2G2mK6gXPnvqw5dRxdYr6kG7ERXhWgn65UgH5mEsOxVg667g8MO2UiD/RchPL2YsSxHCIIDF5OBJQSk/zHfd0Ahgj21fcNOW6+TwBDQGjMvQAIOUER0JObiv31byCGsQHMANx0PCGe2QvAzYmEfeKZABnjiLlu5+mmS8UQxnGspC91KRhRhtTzTQHo7tdakLuMVU5PZWvCeiFLsY7AKmY0gDB52UDFs88+OwgMcBCARR1LgGZG3nMPWSfWujzrtAXkQO7rc249cbjM+a4UGOOG8fQ8eS73CmRh6JcW0QPgnFgT2GJibXMi3EPAEjZfIauWpV6IEI4YBtP4ZdyB4kQUOSOcCqkh5ku0AcjFgPZFaey/sPlLpC/Ya1hc4+c+3XOc6YBH65RjznngqLUdas+gSNd8eN8udrcU4BcgXipv3VxZQ0NO0414r/Wpvsh8m1vg2Xxav8C5Z8lJxFOjlaUgazhEKTAdQ2IhJdyrsXOPfd231BRwvMydvX8KUY0q3y8VoJ+ZrHmSKOOMQSZj8yovizBoDKeXKAJlSkkydv7tdzkcBBPXTqUYKksU3abjyZgUF/fLUDHGAeBYbi9gyTWxTP4NqGCajMXYNCdAwDWTShABdAMgABwMMRAZ9o/jYt0tmVrEGAKQWLShnRci7g34YtjlvMaRAYB3HXAzRYwFsGh8AEQgzloDYMti0KHjL3c8IX6O5T5AKCqgcJKTYH1jinexrwAVwJ2DwIDervF1Pd0rgJoy39w4PvPMM6NTPYaIPQusWk+eAfguHRT3wOEBfOT4A+LY9nTY4Lh6Huyla6XoFaD3tzxnnBLPAHxLMeGI+L42+PJ3zp71DdQteYCZ5zHHXp5F/jJGOYSOfyNfpONYt5yVFFG7Tye0AulSlcypkzB3OYPmlCNHT9xzzz2jQHWXWB/GDjAdc7IpMil2yhzZO/YMfcVpEc3r0yUIBHrB8yNLhj5DTsI1nsZ3DEDPQXZqInRrUXC9K2cdUWQupfNUOT2pAP2MJD2e1wDogF56BFNshw6rCVnmiGph/UNITpvzwioBOmn1hWmioBlmqQ9yWbfugCBNgIw5wAX7k8K9AHwgzk+saQ7xAWbnpGpwXgBE6SFYdNfySkqDf7/3ve9txpgBxXJLx0jbyCUNUtJbpuRiM+KMNxDKGLtXRrULiALYwFEOWeGEDU1fwpYBT8bG9wBv2EnXmLIXgVHsvlQV44ld7QPo5QFBBIDToWIXQPOs0j8UynmfNdgFhKyp17zmNRepHVkDxkUv6bEO01DQFl3muzgafWQDoMVRlKLTpWfSjxpIEtmwlukArK0xSh2CKJHfAbn+Lu1CLQB221xYE+Y3KV9jQOhYsV48t04z1pH59crhR/QYwO5vOrnklE4/3SeQ63kTHeqSRFjMPaD+kY98ZNQ9+nw5J74/p4ruO9k0TrM9w+FJqhBiwT4Fzu+88869EaPUH0XoInuE47ZP9wHZxsjzj83bN+acW3U6uz7LWeEQmjfvXSPiWGVdqQD9jITSwNgAM/JKd+WFjhVh2vQQxw4eWhgUypMSPxRAL0WY1CstujAgQIr7pKgBHMDX/FD0DLf3ek/69fp/Xw/cKcLI7isC2yVpabjECY1tYSwfffTRpnAwTmUEY5U0F8aUkUs4mpOzRBg64rsDDqd0bwkrF1bZM/UZb89kH0U4b/sAOsCGwU2XmAgnCVCYUzCJRQcwA2YA7zara10C8SId5gHo3BcZ4HzoghJwTm94jmuuuebK3XfffQG8OLKeTQpVenubY86b9oJrFLrba/qU++k+gMx9hcjGGmPcJ+5TrjcQLrfbegIE5auLbiR1xj50Hc6B8VYH4H3y24FlY41YcejW2ucvJLVH/rwUFtE/bGz0kLXKjnDKrBOgUWoOh9TYiT4Ayn0pePYpR9VYu84QkEpfaXVqPfpOXX5Kp0IEh4OL8GjvVRE2zpHn8H3uMYdaiQpas/bbO9/5zsbJEA3e55AD9lJUQnQAwqIl5nlfio/n5zwDzp5pDEC3pzmznhWJQad0Cd1oTjDtImuPP/744O+ochxSAfoZCUPIGAi1AwIMQt/JfGME2AQQGA9s09o91hl4Rsz9U3JdzDMFlv62XYWGhxJAIycEUuiMtbQgRg/IKfsOM5J+DyAwMDnVbwmJgSLHyqwAg+973/saRjGnewJoAHhYV3M/Np/fdYzrkHUq8iE64HvGtu4DLBlsIfMHH3yw+bmLWUufZAaYcd3lOHkGYAOIA3SNgTHxez2Tw7zOFWAjzLiIj8LWCICA/TQ+5sLe33cirXV88803XxwmBWxyUu0B+wGDrPitbM+YfHOCVQYG12rbSq+k9Z5nWZKpppM4FsZM/rCx4IAAs1J16GJg3nsAzrQ/5OR5r/mlC4CutSUdZ0QoAiZFRt0LoAusE/NA93sZL89gz5gz7/n617/e+x3WOd1j7uV/K7Jti71v/RkL88Jpsncd9FSK39ufQLz32kd0BYfB/92fiBKnz/s4vlhspEiZmmK9S6USfd0H0OlwUYSbbrrp4ncY9KEHUIm+IGdyavGYYn9RWbrF8+zqi87xYO85HJVFPz2pAP3MhMKUXpG+3XMBOoYHK0Qw50u3vesSzBNwQOF4ji6ngDGTKw28ALrHAtBLwS6lCwxDhJUynoAKxe/eA9YYEb+jzJcAJxQ7Q+cepubBbyGee25+ainYJAYYKzmksDBtAhn8sSk7QuBAC2drSJTCe5xGuU+AEEAy3XQCzAEGhn4JpzsCKGIKrRf7LW3bjGP6eo9pb3jVVVddOJrIAgwyIOXaHEbXl/qS6E5OwARcFVguebJqW4DhzDd94fuWlpyiCsQC6vY6MCyiYI2p3fEeLLBxvf766y/akgKWwPsWp0CHQS/TjlKY6sVxAcCti5AKOf3XPsFSA/NA6C62n7PF0cSg52Adzggd7/euT6xpoN/f6cuu6AkwClibQwSU/cfpTa2M++K8uqe+1CisP4fJvXAIfH6X2N9APgcAaPY8Q/WEexANSm96Ea99kvas9lqelyPbB9DlrFtLnCrr+1jJmCrdUgH6mUlCehRQThWdKj4v9xK7RXFiw7YQhh0wwawwBBRP14l82LalAd7ap9xtJWFF1wQ8xyhC9Byfoa0lc6ALQzpljIHOpVLJsM7pLAKc28vyaf2UQmH/rRG9wiQaB1EXwNx+SkTDvpPWMuR7gW9gJOMpdYK4f+kO73jHOxoAwkkFQgAyzwdkKEKcmoo1RDgE0sw4C2G61yxyB7blOQNYutgYW4DyF37hFxoQydEyxwA8YAxYAe9L9njfJfaHOe0r7gZczTvnAZMrndC9JsplTo2pSIiC1z5BEADFnGZrm2NkPNgn4tmlnlhnbExfWhMnx9pyv2yCtBHCObAvgPJ93YTKIniA23PZV/tEke+YdomliIbQRwC0tb7LVnFWpIEB3F/60peaKJnn5Bjt6neeGqgQc1uQaFWWkQrQz1DCKAxRWLuEsaZQGU7GY6vTQhkOFepYZ0qdUu0C6FP7g192ScEXI8twnZOMOUkXM8jwMthjW9pxBHKM+FwnyHUYYuFw4CMpXcBN2pmuaXSF7O1tzwIMOPVUr2u/HzouOd6eAFk6nESMMTbWuvQ9AJ5nM4ZYRnUXa0bAjK88+hAWdMnSTCPwJZ0FWEoKhGcVxZFqgfEFMK1PABXgTZcW75PSsdWBb0kBMwZtphmrnC4nRPogXZKDooDApOO47xwCtAt4ApqKGQFVKX/Atu81LsBon1PiupxgYNq6dM/pL58uJkDr2MiXdB555VJvzNcQR21qVMMYRx/7Ps5Znxhr75VSas97Riy6tSLHvA+gG0tzk7oGEecqpyEVoJ+ZUKA5QGTI8cZ9grWmFIQeMSmHSCGJUmwXER67YEB1xWBA1uhCsU+EgIWfffeSR6KfggSEDTGoWC0sIIA+lpk2xhxI4e+p7fCAHkY1nWwCFAAZxth9YR+XONgokpQwOiKn1fp3em+nz7RTMIek4wAewGcKbV0DGx4nw/cpFEx6hDXpe4EyzKmUvCXbCXaJFAH3aU3QiWvkePsO4FYev/ajZW57Wi0aZxFJLKdx4Yyt5TDsEuDUd6f4uhROBoIneiPzRjhWih3Tqxt45mR59kRLusT8SnUC7I2FZxc16TqIDEAFyO1L0QffSdyP/QHQ2xdDDoVjN6RbtR0fz+C67odjvHbOP4fAoWIcNM5Kn67xXMbK/WLTrVXvNwd0xa5cdO9js32HdVbJq9OQCtDPTIQSKV75jlPb+lG6lC9Fgh081CEIlKgQ5lbM0lLisJqcIrerFdlawniSJbv4nIpgneSNDukAMqe9Ytq3TWlxCBgIryvuAlgYX/fr5W9YM0zbnNQtIIih9uK05/RbLJ39XB4yRQBEzjiQoN+3z3HQpZH1CVCeA2wIvQOcB0S4BuYaIAeusHzpF+67dF9aOypnnAE94+we5J2v8Z1SJYBzDhdwZXxFEcqOQ0ATskPRId2Qw7HG9rCfK5wyzoT7KceC3nffgK1/A7ecQ/uDE6ENpDl3v57NvHr/kBMz0/nHutSlhZNiXYrO0vNSOFxHfrg9IGJkPyQKOKYvvGdLAa7x14e9LSIbUp6sDf9e0glui3Qv9+8Z+9I1iTQz+8I4GieCGOOcuE8Rtj6Azk5yDI0tFl1RcpXjlwrQz0wYB8B6DnOKRQEaGGtFMYcSBkC+6tpdY5YWodv0Rd/VimyKYG2xT30gAzvGEBBs07kJUIFx2nc4CAOY/POx7RWlTBhnAKNsBbdPgB6pHli7FAZa2+ZT2F5utHzaKeyXa3Ma5PZ6/qQRAIB+L00MOCfACPba93mPn74zjrBiNkwvQAAodeXnl4cWESDOWCTSJsLAUQW2fDegBdz5bukcW9SzAGrpd55Dj9Zi6wFB4wYoOVTH/lcAKjUw80kfiExwFIxb2gFuzXZau5zYdjcSuta92RuIGfNmH0V/WVecynRRUTisTap9IC1jyJyaB98hfeUlL3lJcw8IBf8P+LQmff+uYs99NlB6JrDrWb2Mc1kQK7pp/fqbtZqzH9YQa55zivTigLAPpf72O3vDvdjHxqccy/Q7j+PXR5ix1daYFwd/XwFslcNLBehnJDlEhiKdynrn6HohxHvvvXezvPM+1gWzNzeXfmvh2DBEQBIGUQu+pYoI3/WudzVz88u//MudjgvjSRi7U4s8LCHGBvPG4O8STC6QhMEbW5iHeQfArMt9hb/2pPdjzgDGtPiLAEpArcLofS0MI+7bdezzGG2Oib0SpyPAgKMOjNMLAAqjvS+6ABhJMZD7CmQHwEcAUEAt34FNTbTGvUl5wOIReggQxaYDW1jzKf3mxwpAZu/5mfazW6SRYGN9j9oZ3617C9acA6PDjWgDvYbZJ0Dk1jo2BxK1nRX3+P73v78BeGoP2mmN7jttZAkd53lFba1Ba2DfGQUBoJ6ZQ2CdZf8B6yIRQ9sY9gmnwr5AUIhwISzae4vutCY4oRyMNQF62d5RVMz9tE/HNX7sht8jdcrOOMYHqJfDLqpVHvpEv9hbIhIK1nPwFBJAWlGV45YK0M9IKE+HFaTKfopgExhjCvoQ+dOlMHSn2DaKEqZoMSY55nwJybVcvwucA0cx/NYCkACweq+feVkfgNtlBPDWvedNG78+8Xfs8JT0FuCcwd/1Wdc3/4C0/HIC8AAmYZ3TNnFftMt8McByUIFyLywnIJPnNN+Aj1xUqTf2zZwuJYw7ww9MALoPPPBAM67yyZOm4vrAQto+AuKY96QOAUjumfNgzToZdMkWkbsEUx1nCPgyzluJsZdz/opXvKIB6XL0gSzAyfMDWxhRMtQpW0JEbTC15se9dO1/+qEvNY49aKfseRaEjtxnzl9XSl/SWjipIiqYYnsACDUebE1OCF5CrMsyxcN9dTkOWGprdIvuWr6f48uxFZEoAbr1iSjgzPalCcnXB7rtJ3sQEM+5Gu1ubebQHhWBPrQNr7JbKkA/Q5mq6ITAKQHKc0iB2DEIxhDwYWwOyfaXwhABZ+5nbqvLUgBKPZb7WggqTE3qRCIhXYL5lWqhU8Care0OIaIWIg27ADrAy5EBHLCbYyRt58xr2dfYnpFKAqgA0NYlAAKcBpQzqn7HAVZEWIbc2/eHDcMCerke8Muwh/3EggPoWDeG3ZwOKZwbo0OAHAwwQw+kGy9sI2H4HWoUFjbRoqSkAW7u2/N7XrnpW7UZtfcCgDkG5nhr3YBdBtIBMulAxtOc2XM5QIxsFR0UUeK0GBsA1r5fIgXCuAKengkLnEPjOCbpzW3tApaJ7HFgOCYc1DVOi21L37ozR1PrtKYIhyBRtOTfE87bvihe+qLT8XRb9ADxDBwdLzaCzrAPpfmMScGrsr1UgF5lsAAXgARGT17ssYt7lQMJLAnNbtVDeJ8I4TO8mKIlGQwsTDs0WkqYVWBAZwJAnqH0s3wlzWHJ3PhjESF0suvZGDDjlAKsMaLDhPXGuJoP+bPGHSsJCCTFBHAB5jGGcSCBVuH3NptnHTPYQIwXoGN+SiMMCMsF9x050XHNwrZ8J9bbyaDGLN/nPoDP/B8r+5rXvKZ5Xs/JYRCO92/Py5HZl/qwlHAmFP9lDuRJr90lpk98v/sxLvahl5QKThpnClu6xaFExPeKhpT6aKkcZUA7aS4KSc01EBlnjpPEmZT3Xea0n5uwT/a1fcPWjiVHpBMhXawpzL99CJC3bTXHn2NNF8lLP+aD6s5dKkCvMlgSmlYNfgqCKQ1DfUwniWKoKFPFtkC6+9wCJMTwAQba1/WxhthFjBrgcCjw0ifyl7FwjM/YNA3Mc0BtV99wfzcmOU0S+zyEWfW5tCbEShH/f+9739v8GxA1noA2wGVN+rc1ifUCTNpsOcY5gNwLy5xTFUlqL4T+sY7tjhtbCPZbykp6yxsHebtpqec5pVEBZ57XPWPPsaYEiNAFZqv75nw66MW9AMAK5bZMIWmLfGFMJkDmZFvOnfHDYnMMpUrpHe9es94TYZl7+Fo6tQDG0h2sXddGHqghMEZLOk30jaJPTkCieGHLrf/a9u87ItVKy0VRFWthjLPCuZJWp6OLvdl3/oI59z66kK53AniV45QK0M9MhBqFMp2UN8ZzZnzT83bsoS2HEmDIiWtzcu7XEk6Ogk2MB2W6CwgDQEt0qvEdSasBGPucFveGQT7GE1iFxd1bUhQYMMDCC+OHLfKc7t3PMkSuww1AL6ReAjPgBMuLRcRoWyvGpu/0UPmywJPPhZHP0ejEGFt75g3Q4YQR9waIY8YYz5Kh5HSEHbcmct2IawFPQI2XaxwqZcvawYArEg04TwtIa1oRm/8DGkklwoz6t3HyN91Ltnb0dWwBTM0vHbZ2f+tdIoUMQDeHdLE0EHnExpN+5rTncCjCqbF+6QHrJJ19OGlALodzKKA2BqIe9lEcRmJeEoFbGjCLmrjPRFGk8nBCjiXt8FjEPNI95kj0rasX/D6Ar2OONUJH9UUAOae33HJL4yDar5ex3ugySAXoZyZYjLTD2nV4RFuwLRgoAKesID9mabejOiZhGANe+sC3MCcmxfsYT6DTM6UntpfPMuLlC2iVw9zO36T4/Z1BZgD6APrWuZdjBCgBzrGKOYHPCzMnRMzZ6erakhxvwIfoSQ0g+YwxcY3k7nuv7+nrKZyuKxHAI7m1wLjxdU3XMV86RWCsgMIwYu4DU8+QAq1lPQDgnlaoAeSA2KGdTA4JUO7ZA8w5DZwdh60oTvMcfuagHWOuQwVAmpaK0mK2rm1wzwAPQGhu5d4eChxiyDl5RAShPM0XYIpzJsomyqDYL+vT392393jREelbb914tgB2aU5ddQfS/pAW9Ak9xOHyXYo/3ZuozBoHmHHSOHbJt6/gvFsUcpsXdtqcj6kdoc/ofvuQjbfXuoQ+oVfoH4x77ehynFIB+pkJwEqZU/pjBPDA/q15pPi5SQAX4NIWBhwDmfH2nq739YnPS58QJo0kDQJIHHOtY5J0+QAiPvnJTzaOBtDixZhhjYBfoKPMrydhx70weV6cTbmwAfFhzwHJvvzfAG2AyJ7AZvq/NnmuA5gC5LovADquyXFwb75LKkPyb4k5AWRdB5jHYgJZSxZ1zhEpEHoxl06E+8NAiwRkHSsaffvb396MMyfF+BgHTibxbHLTt3b+MM86pkR0EjlUdAgY4hhyarQMbHePKddFagnanW2ML6fdS+Fx+tenwNBeECk1L9Y30O5a9j+W3fut7fe9731X/sE/+AfNXAHo1nAOBMrBQUsKRwJIt56wvGMIonMS+kWhOfDMqRx7UBUbbw593hrpa0vJOTT3nCbzfyw1WlX+j1SAfmaSTRilPlS8Hxjq6yxRZbwAN4A0ZrKtRKVXUNQM66OPPtowkskLD1gPEMKG5eXv3gekcsRKgG7uGGzGe8nuMXMEmMUCYjiBE+AY6+w5AJMAaS9rMP3LpaT84i/+YvNeoMN7/R3wkovp9ym0w0Z7DxYX62ic5PzKMfc34V1gBgDV8m5X/iYpGc9InAP7K6dRyhln/Pw+aS7Ad0AYFpmjkTzyOW0P1xCOROaGGCPrElvebm/q+V/0ohc14DsHvwDGgH1X4ehWYp2LGsZJM+9TTnedK5w/45NDocx9V4rNkA4unMCsm0g6E3nZI17WsbXmZS78jg4n1hoQGBY7dREhbtZqd4mpVaAIoHPe7MEq3yvmhD6QzsdhosPHRBs4+l6cNfu3D6CzLfajvcGJHtuxqsr6UgH6mYkNyUCM7cIC1GDEasX3coI1BbwxHe3ewubpiSeeuFDMDOrQsWeIgaQcB12KOQQCypzprcVaAoYBv/RcjiQFhSQVp08ACs/oBYCX7GOfGFfvlW/OKJkDBgyw991JC8px2kPZ3gArnRGcENk+CMn3AmUML3YSm3iMOf6EM+QAInPjfq0ZziKWrUtvYGxf+9rXXjhYiVQYW06TeUoq1tYilSnF7cYcQN9arG9OgtQsDjJgrmNPl6TLj/0+Ji/YWJuj1AepvTH2Ae1SZDis5kpUDhDXUcWc0DGvf/3rG8c287cWEcOBpevsPWNifW3RSvHUxBhx7ukRZMTYw7s40cgI15DH3lefIBf9hhtuaMgEa+RcO+gcq1SAfmbCWGBTchjKmM+F3ayyjDBOTlRMD+C2TM3RBPz6wF/aqO0CvmuI9QZ8yHH16jvJMzn0XphOgNCa8/JMwIMUAcbEoVtlNAGwxMh7lcx7Xr4T6InzwgFwHb+3J0QyfB8wedNNNzUMEyMHwGMU89N9tOcG4HFdv3c9YMjngUI/l+5DvpZg3YC1gGprVE5r1773HjnpWLqAc/mzmGLv5/CYR+NxiNN+ARspAp4DCPz4xz++ed5z0hREI+w9aQW7imNzeNISOfrmA7ArwZ01aq4w+ZxKkQ77xf+Bd46pPcjhUsi5RhcnTpLvsycB9a7Di85d6ArrhK4zRv5vzKxl0ah9zpv9RieaW7UufYdLicKoc8heGVuUWmVdqQD9zAQosbnH5psxsrzsmoO+nMhPpnCFordKH8p3bMGgY8ql2UjjwWKWfbtLwVLL1/bal3udnuDYQWBmaroCYJJc9aTPAOl+77qMITBnbrwALAKk+357yF5g4ITq5dUmbUiHEq3jtuphvZR4Tsw5oOa5pKT0AUXG33vTkhKIx7S/+MUvbsbB2Boj48qpwb5vKdb36173uosiO87clhEL64Hzbf3TtYCS9bJrvRor7zV2YxnToWJOvMrrm3fr3SF02Hbr3p61H6yBpaOmaXGpH700G2vtEGlHxy6Kq7VtRWyob0maHAfYeHH+jV3fmQdy19v1Ll0impOWi6J7Sztl1jNHHn5QN1Q7xgyXCtDPTHKU8ti+4N4PnBy6k8RlknTqSK/rLQA6EOU7l+pxDIQDFtYUJQ8YYZ0Z95ziGra+PMYeeAUS5HP7ORTMuoa8VcaE8Rlq2NMiNO0Vjf2+E/rsFcw4pjEFeZ4XAPWcXthjkn3hp0K4UwPnnvW6665rGG/595/73Od6DbX5xLKLOBhH6RTmRf4+4WgBpkCp8XIYypbCydJJJqlTWOu+PNylBROpe0Z61hsfIEo+sTWk8Ntpv13i7/aSz2x1vyT7AFjmsGK4OV5p+YjhXpqYAS4xt4CbXvr33HPP0Z25MFXoOOvffNoLUwGpOZGqoo4DiWC8Qh5YT16uLRpIr9GL5snaoX/8TooLPawPfV+3MOtTKhi9rYjZfllSOPzqfzyDvv733Xdf7eAzUCpAPzNJ946x4XYhYgrnsijRY5G0uvIqCzrXkrBhWI2xLbwiACu2LS0CgTAihN9m5nMoTPqvC70C5QzX1G4eAGQA+pDCJiD7zW9+80X/8KHOiTXPyJU90+OQAKkMJaaUMSae0fgu0bN+a3FoVlqpPvTQQ737XCQEc87YAhDSRhTBYs4JQKEQUFge+Lr77rsXPS13iLgXoCBFuVv0O7cXkq4G8Fjz9rPv5vQ4tApTnQ4mXXs9J9iSrdtQkowZpxf7ahwx6fYtJwuoXlJ0sFGLEueuryXgHEnbyC0PquPoWAuJRDz44IOTr8XZB5qBbiDbnmOHEQ5+Gj823U/zhyiRXuZzurkk5c/a2nV+ifl1qBhdZm8vmcpq3XDA3va2tzVsPn28VhHyZZMK0M9MphZ75lCVIYV4VYZLem1ToMDs2jmyQDFjhS2h4IcaXesGqyZPUWeBri4wOSGwFIDPcwHkTqxbIlyewjKAZ1cbsYjIhOc0tozZnOgBhjyMo/uQ3nL77bdftG88lUO8SjGnCnbdv1aJfYViTgQFPMyz8dStRrEtZy3g/Ctf+Urzb7msQvT70ko4ij4vd32pZ/Eyx9aI51lT7AXAhl7kyAHmxkZqSJ7dXgGSiHvqc0zDunOOtiZCUptEFLL6fm0QPY/5AQg905KpNxxZ3+HAHGPikCss8VICsHKGXvOa1zQgnQ6Sv71EqhN96FRjqV3t/SJvnBNP33C4ODqiEFPIEIy4/HHrDAtNh9J30Xl0q0iW+eEcinqIgnhuJEbaa9KTfbqJTjQm9rX7tX+WTkmjL92H++QEVIA+TCpAPzPhYWPKxh5EQVEIm0ljoMhrN5dlhKJltClVinYL5sw8YsEBgn0AHYCi6IVKcwhQV/oGBY+tZCCsDS/Gw+mNRPHlUmuGYQeMsVNY9H0AnWGU+7hGgXNy01MUeWptSGOQc7hVl14wp/KFf/RHf7SJgHgPAy7HWxQBsNfTG0AvZR8QAlydaCnqAsy0e4KPFXpNJMD9uiepJGv1XBdJ4JzQp4lKcticClqyte5FwSWAbjxEJ/r2QQ4o2jK9pc2eu/c4B5wcESq6yfO+4Q1vaA54WhJE03dSpORVA6D00dgOY32SMaeHEqWU0013cEIUYU7tWqIDjfuls+mWshONdYC5T2QxPcmnOjdSV8wPBwbTXX6XfWMMvUQ9kl6DdfedHK+ce+KzqeHxf6CdTje3fu+6aTcrL32pNMiIyCmAzoGR634KRfOHlgrQz0xSqDc2L85mYpgZ9PTyrTJfgF1GSe4qhboFQAciMRqAGaXdZu2jxLGl8hxzamQE+2EdKIRkdBi7LmWLRcIuuj6GFvuzVIQgPeQB5CFdINbqPpQiyaQmnFpfZ04agJxTabtaS77whS9scu2tVay4aBrWE3AD5rDUU4r8XA+o58T9zM/8TOP4Y+CnGG5gX3531qo10e7VPlfsC+DFeKRfuHGTs43lbKdRGEs5twCasRVx2KU3PYP9sVaB6BCA3j4l2n0//fTTTQoKfSG9yXpR5LnUXram5EkDoFo/Pvnkk4tc1/xj/TmP1q95sF85Qhhm+fXmjc7FrI9xDKxbY+aanIsvf/nLF3UoxoZusl7sFd/RdyrxEEF8cAjYbukzu07HNifpkU93my/7ibPwrne964Ildz+AO9vjPtkDej2nGnM+lu7oApSLJrgHjsGpkRmHkArQz0zC0kxhDoTIbF7GSY5blWUkAJ3js7bksBLgGWh17HcO60kYnuHx93YfdYCKIcPUDE2NcY0UhwJgS+UjY8EwjYwPkFke2rLlXrIXGGYGECA4tQ4F9rToGGPOeAKfmEU50sLj1qQiNWMN6GAM9Xn3vD4nb3gO42ktAR6ADnAwlVULwLfW6Ka5bHxb7E8pPuYaU49dFHEA1LrSUTDr1157bfNeDs/HPvax76ll6Hq//edafS3x1hTRHwCtqxjUM2POsdEKYIE396uYcIn1bs6AQWuLgwVE0zNLifWZOgTAMHnbnAI1ARwPa9/zY445m0np7BOOFsIhTDrdmPQuf5NzTY/aX3MLxhNdAvqROPbMrmYN1hF23PNZp0k9TCqLvWvekDP0Jgc70S5RMilB9jxHYOke9Sncrr3vh0kF6GcmycGdEkalvLEFlBzlVGUZiYFPqHyqpF0gUAz0+DfDm9QUeYyAcvpTe3+6m7QFULJOAGqfx34wDGMcO4wicBKgz2AtBdA5F64PWOo+AigCyFvm7oY9N06ecUlQsZWYZ4We2EusotQn0Q6Oh7E0X8CANeM9wEzC1c8+++wiYWpst+9LSsAU8KwgNesCUFqK3bU/OC3YRmDGvqL7pHn0pc8AmukiY+ywlWmlCuTLhW5HHDgoAXeHAC/pi96XvmI8OWhsABbXuEgnAuKWqLuwzny3PSWiggBYYy9jijH2XvSj78Oum1/PD0xj8TmpgL1IHbDOcaC/vDhd5tJPOtTYuEa6ruR55ug6epo9oFesI9cCuH2fjitYf/dUvrwPWWEvuWfrUDQmpyd7KTS1/voAPudW6pZnkyazJItunLDmxs5633UeQJXvSAXoZyRYD4rV5lSwMVakuPgs5UG5bVkZf5klzHVXzl96SnsZc4aeIqbkKLwcbEIxMxBYSHNLOTNwYU+AC4ranFHUlH/SAcIAlwVq3ud+MEoM8NTOJAxFwAfjtmQKCOMJoLvXV7ziFY1xCYu1hWCzOAWMqLE8VYNjbjlgXpg3rGAcN+sKuybyApxbK7q0LF1ENqaNH6YcIALKAaoULNsP0jGW0EtSvADRAP+k+GFid+W1W+vSWqwJ92ZfuVev7DNFl3LVOTmRjPfY2qClhL4g+0CltDb3KD0E+2wPPProo4ukE1l/6l2wu4ggrT7XFOsE6eBFv8rF9jJvnD56lkMVwbDnxOBSAHm6lQPLwaKX9gkbytmjv12TnrbmrOEc4pQWvHR3Coitw6zJtkhPoocCxjkh9K2UG3nf1pjnMod94vulbGHROS+iREvmotOR6gAw9KeqL7eUCtDPSBjfsuBzrNiolAa2wWavG2y6UKA5KCepLRR12AsvYJzCBHIBap/BjpgDfwfEgXZKm2JOhwhGwk+fS/oKw0tRJ60lucaK/hhGjJ7vWvpIdkYjAD0gYClhuBhHhha7tEWKUMTcCZXHsQFQLkNdhnWSA1FEBAIWiLXheQ95mrDvx9xaS6mnybr1N+vAupjKoAP/unMI9WNx7TGpKUDLvugRZ1EePGDnMyIT9qvIlbWS9W8/ttNdskeANF2BRBW2qmfI4VxDHSV7zrN5VjUgeuI/8MADs4+JZ5Pk6d96662NTnPtIWB3CUFKICO8gHQREGvKWqdj6UT72/7AAtOtfnp5T078BGw/8pGPXDgs9IR5R6j4aX0hUXwfG2od+On91i597PtS3EpHuw/fa0x8L93td+1XivNdoz0XuiQ5HVmaDBJjVwE3oiORBSz6kucYiLhwMKx3qUEcgCr9UgH6GUlYmjnHbjNYAHoNUXULpZqDegDsFIgxggAFhQ0AAa4MN4ky9RmMCdCeoq0U0lDojIT3mgM52P7t95QtkOr/+xwv6QtJOcE8yi2da1h3CdbJsyY8vKQwWnfeeWdj/N7xjnc0Dg6QtsVhWunfzDgDsKfYXrEtjHeK0YAwa4+hBgw8ZwCxgkFAYOm+2EPvEZAxx4A4nZYe+/aedBR7CNAbw6QDRYqiMbhh5EWksLhDUhWwpzrdWH/SChQnGjfrwkvU4Zd+6ZcaR1sRZJm373dpX2ucPceWvfTtS/dNlww9YTpgWhcewFNHH0z63HxrqRvGSrTGeHaBzbXF/HGi6OkvfOELF47SLr0CxFqLdLr9Ye35PJ1uPunBEGTEmjJWxlvKCdJF3UfIFS/zsdSBZznICINu/+xy/uwn5BuAjukWLVsq7cq4SJWSRiRK4ntqJL5fKkA/IwkgHFJRDlBSMEBmjkEHRIQ1026xyncEY4ZpFLoDzv2f0Q3zSAEZwwgjnI4NlDDlDJRjrxgGgDvGknGirJfKqXWPxHfIl1zb+AF5CZFi6dbo9c7YJdcd0Nmixy6GNY4X2YrpW0OsWXm/jDfB0gGYUjEAJGs7h1r5CcwBZPfff/9gQLeEGGv5t/aOrhn2ivqDCBBhfdFzb33rW5vit33Fw9LLPKdnj34EqOXqDl1HQD1W33cr8ATq22DOGNMJdGe7ABFgMqbAGZBHF2g9uJVwcNMve4wYb8WviobpNAyySMNckXISIoHDhURo6wx2SStD4HFph9x3ua7WstZGu7aE7UsOOjY8dT+JgtD7iZaEYKHjRSnDwvtp72x5MncKRBFs+6IznAZRAffHWVqS6c78WvfqXkR2q3RLBehnIpRIctxKo8WoUDLYR4Dc5sWoMCgMSVhPhoVBTM9izNrUkyhPXSg5bAhnhVFPbqkxTBFuxsW/KWkKDlD3CvAGwtc+mKgUods4CuZ2qcNhdolnp4g9p/ViXS2dCuLagCRW23etDdAZ4PKwJmzo0kehbyHWrBxbaVXmhsOhKMy6sKY5ISI+JWjVC5ueACLf/va3N8W5U1osThFGHTiihxQUyvUumdew0PaVudFiTsoC0Ni1z6wXAMGzpLDOwTljOgIBkJxe+93e7gKTxL2JOHSBsjL/3L1wGrZkFQFLen7KPNrLnln0QWqQ/5e59VPE+GDn5blba1IhytaC5lYKCn3rpS5g6T0PwOrsQl9xBnyn6A3gbR3GcSWJJNF17Km9QidYk/TC1kW/Sbsr15n7t97Jvg41xBrWpUcaE6DO8VzqOVxbtICuFu2qAL1fKkA/Ewk7xHsXjk01OsCW49mTBxdh6KQnJK3CT0oI2waIjjmJ8tQFUAHIKTm5pmULQkaXImbYgRxsqnEydmsrZ3PBSGHDsR67BPsIiJlHYeQtBJjipKQQloFbI1c7AJ3RxNCs7egweBgp8zy1sM+awgpvyUKXRhxDqE+9f4uqCefHeNMN7i/Op7xUIOjhhx9uahgAF39jvOkWBnyI4Z8qgE8K9rCbgJv9SLC/8n6BZe9x3wHs7o9OA/jKriB0F2fDfo2OoweHAmPzb+/lFFX7ymf7HG5ABPnRxUSGebWGgVKyJfHBFtBnU9tlWjs5yVKxtvGcC5jtK2vuqquuasaH85Ae7cgia0ARLycScHZY0D79N0bYydhDaTzphGXNm2M/gXjv0xHNT2tuy9SkPrEPRBRLAoYDmmcYGu0TOUjXFVGi9kFkcyR7sX3GRpXvlTo6ZyBAC8WfEBfGLOkXlBBWCsBk6DBODK1XXyEJg4x5ykEHl1UoNM/KocmzMkIBIoxGXocoEEyuOiCyrx+xNUDREvc7pw5hrBivsE1Ld3KJpCirdDDXEsZOSB+oAUyGHJREvN/9cSR0ZTBvmCSs7ZYCiMrvtaaBC2x0+/ATKW30AaAOdIRdtc7uu+++hjG1/uwRqQ1SRBQKLpUz2xZOsXsx7oqay04WGFTfy+nkJHM83A/nmL4z3vKC9ZLmTNF9gDvH0T7Q+QVTaFzk4D/xxBM7I1v0pWJAcwioAebGYdcJm+nC0WbnOR6uAdylKDWpU1sxr0nHaB9SNEbkYKevuF7p5mKu48npkwdt7vW5F60JK2ysHeAjlznFlktIuu5YQ57HHJjb1DwgtIyX7z5G5te6N/7WeQnQrS/37/nYsCHOjGd2jZwijPhYygGx7vMdVfqlAvQzEMwIcJD2eQASQ0ch27jpdTwGDFGaNvqSFd7HIGnhJoWHgjZOybulrIX9FBFxaLZMT+kSoV+Gn7HY1+YM24QNYfiH5rcyREAc52NOESRwh9UUdUm0ZmmJw5HexGt1GklBX1k/0AcORA0CxK0nrC+AW7ZqK2sT1hasN2DLubYOAFQpLV39241jUi/ojxJsGVsAzJ4AyHIwipMK3//+969y7xg8Ym4xqtJKGHnMd+nw2Zt02mtf+9oLZpqDKOpBZylQ81z+bc1gXoF7vwfkvXQRkePeJh/MvXxcBIfxMH70AVCP8e5rX5faCNK+Jqc5zoT7xsy7H/tlbh9w8xNGOwf1dN1bDo+ZA9DtBzn/iCBjLToh2jIX0Mnn9wzWmOhICTrZMt1kAOi5tTSIA6krXuli5JnC8Mq1V5gv793aok/7UqcOKe7xi1/8YmPHSjEP1p61a6yGRhukK9nj9BSnZSkWPeNm/dlX9eCibqkA/QyE8chhI044m5vfiHVL0VMMyikLBS9MiiXAjpXt2xhNSgoInnNiYmk0gTbfmTaLxlDIdsz1GdWE17GwpcSoxDj6Ds4GMKDTwlDwygETLqXM5wB03xeDEaCytORQHQ4Att58rSGAnahKCn89W1dBoCJK420uAEGgnBNl/qU55DjutQ9W8n0AIIDrZ5gr84m571tzcRxSO9Alntt1pE4RfZfXEjrH2BMndEYAhjZI4gQ98sgjzdoFpIA7IX/7TV4xobM8fwqYOa/AOrbQXEnjAfYBcGBcuzkAJaltUjikzehyQeyRvn7RAKtx59S3o5Jx1uLwu04OCZsr9Irn5yCLjHK43XcJhjhidJzxmQuS3DNW2Txx2KQAyU+fI/aZiIn8dl0/7KV2k4OpTL01TueLiNmzyAhijuxRY2YNiaDaO8Cv9BBjBcTTj1vVX4yRvoJO6xlAB7iHdruyT+xxqUbGSeRiCZ1lP7NP1t/f+3t/r0mvO8QJuscuFaCfgeSUPopsieIjjFRanAFDS4UXD8GUM1oUbZljCJBjGzBzSxdrUfhCkG0B5MakOgDnjL42VWVOIafpjjvuaP6G4WHcsELAIoZvTAEc8Ol6czv2lMwcpmqNTi4EAF4boOvNTAJau9hnDJXn9B5G3fNLITH2u/oPLyVYZmCDI2GNl/NnXLCp+8YnQNRc7XLAARzPymgvmaPaFsAPeAWUgc7yVMgusY+x4gCUdJQUu6Y1puu186TNJV0m/YVDA2hi4Y1BUgKBfyyu7wWAMar7nJOcONsXqSDpoDI0XWqIZAzcMx2A3QZwH3zwwYv3ZJ0uVeTM4dMB6Od//ucb58N8tdOnxgpgaS5cT2qVe911WNQ+QViYYzrUHAL8wLr5oSN9X8gNtgBAt4/0D/d77xG9jPNzKgIU26f2Ats91BYA5SJvcIRxw9DPlUQ/OMxsky5Ixn/JQ5Eug1SAfgYSI4ApWUqwlTk4Z2uAzmBSrL6fcfHv/D8/y3/n2GRGljIAstKTnLL3b0oXKAd412I1OQNh3AAkSso9YGfGpH54JuCLoXGdEuxiqP0e4Bcadl1gAzs2trtClGUfgzoWoLtP88AZ2pczP0WAj7TvWkOsp7QixMoany4DDdAKiaf4cCuxLjDApcNJOAXYKc7a0OPHyznvi56YyxRuAv1rG1fjyWmWokOs/X3RIO+59957G5YfUAawzGN6VLdrR4wVNk/qEpAJCAK6dIfn8zkg0T5zLWOAsOjTgfZhilm7AHoiS2vUsFiH8u7dA5ayay49B+C7JNAEeDkxHAIAjCM010YAx5xGc4iZl04zRUQzsMFxQM0zAGpddYF+4+JvdIq9jwzBrAPo7iUHvp2C0L/Wtz0jijsUoPuclDZ1HKJIHJglzn1wHa9/+A//YaNvOEkVoH+vVIB+BhJjvSQoonQxEIzUmqeBuXfKEFMnDI0Z9N05MTDFVyQV520BvH3O34FXxpYRSUh5Daa8SxhhQIaRF04n7peRGOM8ScdhaFLgB3DIiwTA0xkkErYeiBirVHOKXdjHOaxaTjsNa7cGQE8e/loninKKAsz9LJm2tmzNrHFCgXNsH0fFPdofGHwgdWwaWgnQ2x1FkgdubXH+AZatTgRMLjoZyszGSfIzB4lxLLzoBqDL3igjPcm/ByylnwGyWFw56hz6OAmEQ08/0SPtNBHjlE49XX3G7d2cBLmWAOBJ82n3KU8b3aU78Jgb+5DDLIKhsHgOkLUGORtAsaiFvTeWcKA3FZXaC2wI0L8PpLIR1gV9q/7AWvFZxA5yyr3s6hoVp/5YzkmQsiX9zn2PKXKNPrO+ET8f+MAHFrsn16RvkFfGiW0+9bTZpaQC9DMQoJQsCUKj2BigtfLQKUUeexgvoM6/27lzvjsvz+jv5YtxTB4wlhFQ17lh6yPLGZmvfe1r3/M79zK20DYsPEaOYWcEGS6vzANDjD2niAFXeepj00qAPOAi4f2p4nsBnbT6BArWOHkz+dVrSdJbMo5djOghBPOUXFnzb+4BmDmS02ld27oFUF3fHPp3xtoaAVCG5C87atw13d+UaB5ngE5wPwz50KJG+wOApgs+/OEPNw6n1AvMNsedTtAlxJoEtoGF5LtzgIExrzjDIhTuw+cxqPKtgVD6xD7jrCQvuq97SxvAIxzmpoL0Sfpf24Nt3dlOsVlSpOylexTWWheWOaltCAmgUmtQDhLnaqijT/eLiFgzoqTp9T9EzLs1JFqS4l1OqQiBNJc+gG5dXXPNNc382k9T27EuKXHWc8jS0Iha5tPZA/awPTDkwMMhYix1gjKnXubooYceqmx6BejnIWFAlwzF2USUDvDPQC2tfGxYjAXmhzH/6Ec/2oBZSjVgHDgd4xgokAEyjAcjvDVAX0LC4FG0MQwUJZBPuRkfoAoDKC8WMBFGn9IjOOMzF6ATayWgLqzd0hLjX6Y4AU4AAgCCcQNkdS7p67jRJ+4dKMt4AInY6UOI9QvYAX9emLzk9et6MRecE2OWQlF73Dj6GWffXgSQsMtDwR0Qnw5JelzLtx6T2mHvpmh16PxZ+1IiCHCXbj/mTnTOnAKRnjWgnPgegL0NrFM0FwcT8PM82FljRm9h5s0BRh2QIX0pHgGJa53MbF0gOUi7val1nOjqXAads2KPl7ns5jvj7AUgSx+ao3cBa3NqruRDW+/7QL/14rvpA4B0LCHC1nG4OKf0KUfK+pM2xfZxWLscTnMreijSLIf7GAA6h9q+9SzG0P4dKta8NDnrScEuEL1ELZED0DhfIg32EfvACfvN3/zNTWp2jlkqg34GknD10q2MbHQGF/uzT/lgEdovjEQY2hxkY8NTesltFZIDqJbol4q5Y0gwBxgzXRhOTQAJ88kgMHTy2rHkFCeF5lCNAKuMIUZvSgidQxeAMjdKUrKdYe3WLIICYK0prDcj6d+ArPEKyBwjrmdc06OasdryMJmkC7gHRqwt9h9DN6YIeJfYmxEsJXDM6VEghoGcEo0DkK1Z6xXQARCkPgwB6XQEMG0NSlUZ4hy5X46Fuaer6JFSgC5OrpcInfuxtwAFwHrXwUMR6Q5e9JTP2XOcJusuERfib9aeVAHODeBhrUav0aFA5NI6CUDXMpIj0e6SYR9yroDWubm/nrlkko29XP30qweq3QPiQBHpvrawfWK86DkAE3tt7PelV9H1QJ918+yzz076Xs69OUIaAejmThSHPUknnC4BgAF0+5cTtmVNSp9wHqcA9Oxhesjz0EMc7blij9EpXvSDCHG6Jv3e7/3eIkWppyoVoJ+BrHUoACPJkGEy5IljYYBrLBWFzQgxfJR18sUZ2ByRzmHw3rBM7ZNM5Qgu3RlCD3B9joE1jHO7ReGxCyPLMGROjbvnYPj8LTn4xltrMmM89WRNn3Vd8yeUPydFqt3JZQ2h6BkfRhQ4yFgAtfKOjY8TJwGksRKwFYDOmKwp9oixFzEBTOPUpPOI8TTHgKefS9dQlFETjhpg4bnt8anfZX8r7gN2hMoBZ/MyBKAD9Bxr9zC0/7SIGX3i/gHfXZ/hhGSfpH3pmEhE1p6X9Y244Ihkrds/5tF+DRMM1NvHOUDO++m8pVjDHIJkvLvytQFmTsMS7WOleyWtx7zqyuHa1qa9Qs9zQBKNAaqBwykMrPXC2fId9jlnuS9VQwpTuuh85jOfmRxFxpgreDVmYcw5PgDlLkedAySFg4Nr7jnRhxaRFL37jU1qaoaKtakWAMMtGmnel0xvFVVzP/bKD/3QDzVjZv0sRTycmlSAfgYSYB5gvJRg7QAFQMJGZ7gpYCxUDh9geMp78H8bMEyYDc9we29Oz3NNjPAafZXTv5ixoOABdRXqp3RQQhkiBgiEjzk5OUAHiExPX2M41SilJR1Gei5ATwjdNV0LaF6jMDcAHcMTkJm1Z91NzZsENty7axrfJdJI+oRjcd11110cmEKAgLBM0iXW7Bxh7wKs5sl+xWjlXuYWDBNGl2ORFnf7xD0gAaIfhrB29oM9kH7nQ3OVjX1OT51aJ0F/cSJyajMQk1x2utJYJqKV9ZQ2uEvO6+tf//rGAQL6u8Y5Tp/9MfewGNErYl+/+c1vvujYBJBmr9x///0NaUBPAbtAmGL5Kawy+2CPY7ABfrUFbQLKelE4zR6ZjzmtV82LOeQkctYB9KH37fmx/Rw/DPShCyA5ONYo5xEBMDb9EWmG3RYV8XMsC79L6Dlj5HXzzTc3DnapB89NKkA/A0nbwCmh/X2gK23C5BamCIkCoqDLQk0bjyHqY/EB5VtuuaVhfTAOS4JzippiTa4sNoRxYjyxz5SUAzWWKnrZUkrW7o1vfGPznAwRw2Ue5kYgcsBL2pJNFQxXGT1xv2sAdM9unQWcp14h7fKmiLVifQIwHFFpCmu2A5PfySgZn+Q7i1Zt1YIMkGAYfZ/9aP8AI56/fRLmPvFZQMrPACQRIOH1oWyi9BD6xPdjXvcBSSARaPMT2zcGgKTOAGM312lPcab96Zm7OnnIoXavxgeTvWSUU1oWnd/H8NojgLV5Md9zOw/Z05hZP+23J5988gK4E+PJWcAm+z4RVe/Xq30si289iEBYR67bPmWUOG2WPuT4WAdzxTxija3nMWc5YKztHyku1kS7FuAQEpth/MYCdOvJ2Gu7yIaKTK5Rz/WD3z3UrlxD5yYVoJ+BZPMk53vJll7AA3YAUJ+aSkHZyVV0nwDAlLQTz0ZZMOYUsvtyPUCVUgQ2PvShD10YQAoGIMewuPfrr7++AbO6rBya4ZgiGBHPJ7cwOcqYxrntDMPozQXoxl1qCSaaMA5rOETmGaNjDoFqP4Wip542SKyhsnvQmuktxjnFigqj1+iusU/kf2IdvegK7CPGU6RrLNvpWRRO5jReYn+P2eP2NbBt/PfpGEy0lqPej7G2z8dIAPpcEAUYp93nrnx57HqKuXO0/BL6mU5zD67VPpApOhdIpiMB87l6wh65+uqrG9BvfwDdfalLmGjRV0WWdJW0SCccj70He1rKovkWmTBnSaXzf+uOeM8SEVKgVmtRTrrnHRphsW7dA6LsWFI18iw5XXhsqhFQzmbT5xwh872kuKf/93dr5865UPQ7+QdVLrWEebOhtDpbUhgfCmhO4Z+iE2kJUWRjhVFz/DeFQ2EA5Jhxrb0YPqAn/Y9LoSwdYiJcGmCioKjsI35qgqnmMDFUS7BGSwF04p4AZoZ1iVSJPuFkAWYOC3Ja3RxwTownB9AYWKNrMWDWLrDBGQCqDgHOARvgLk6qZw3DBkilmHuoAGsPPPDA5DC4PFTMIwAB4O8DcVIoMLN0nmLEMWA3xcVkbgpTWoqax32RIqwyYsL855TUuRLngJPSRTiYY+k8vpPOmOMU0N1aDgLndKpCzH11Bb5T1JXT7l7o7ympDEgIa9SekRftHuSlY7r9ztpdqh2qvZ8IUlkAPESOLY+ag0QvcrinnBuRU2pjN5dOQ7Hf/5/vRv5rikuVSy0MfQ7xAaSXPGqd0cSEMqIA8NhQJS+ZMiWM+JR8RCF5z2VDq/iWk51exu6PE6FIqQwfA1wYJIo2jHOYfH8Tej5FkS+MRQRklgB4SwJ0YMFYm5/kyB+7CJFj4rN2GOil8oRTOwDMlad/CiEfonMBx1RdBvGMWGhMN0Me/WHe1sy/bwsWlG4BuPe1xzOGARv279hiYI69vWOdzmWUA9CHRIkAaHqKLpJrD1DOTf/iTAHBfSxv0gc4zVNtAX1Jd5sj17FWECxDI5B0vaJt4NwakzIhijk29x/49bycuTvuuKNZL56dPVm6KFMkyPOyHUiAU2V36TMOA3JM1GhKVx121fq27zhHn/70pxe9x//yX/7LxZ7uigKdg5wuVVhlsFB+jCulLw1iKXBOGE5MBeUoXDY2zUXuIGAC2E85qAPrRTnEKMvzTGqD0C12BqNGEfHE05O3zeAyMNgW4XSAf0x/52MR7FEYuCXY86UBetlpYa1OLktLnDfr3BjMZeMAQDnmnMd21CmFiUDF0EN4lgTnUhQwqvYOcC6MHYDpJx3CYG4F0N2DVILosF2tXL1X9IFzoxPElL7/SS2a+3yiDLq4kKHRFmkuTkmlu1796ldfeeKJJ2blowOsnMs+JpsuBNCmtjtEgMgfz8mumOz2KaVDxLw+9thjDehVPGy+gXR7YB+rb81yEDC4rmPc2TZ6xhpYogVgW9iEdBtjU5buMralANieYUw9SFuw6Gqf6EYYYEkg/Yd/+IfNGnb6q7UhVXHrE5oPLRWgn4HE2DNi6aqypDBCNmjyi4eK+8lR9NISxoZZgW9pLBwEilmxFVYnx2fvS1XBkmGuGHMb3zU8g/vibJwaQJfO45kxgEvld6d+YakUl4gxds01u5EsIQFaKTqdc2S3veeYbdcCzgEwBVDWnvkCQNc88r1POKz2DnbcPdk/5r0EXO5P2lhaom4hjHJSanax5/Y8UCvn2tr/7d/+7dHf5Rq+a2iP9V2SA9as96FFtZwiHU20gAVSHaeucH2KeBZgifQBJqlMiIup6/kNb3hDA54wyFJ0uto4DhXgWict+hfYFgU0l9ZfXxTEHgIMQzwpHub0IygA9DXrRDQxANB91ykDdLbPGhVNmXrOBf2lpoCDZc0/8sgji93fH//xHzfrgd5klwH1u+6668o5SQXoZyDYP2AUa4KhWToXDuuniIyy5FEPLcjBfEsnwUiMZTsYF2CHgfB8OZwnIqUF8MAgeXZGwKv8d1flOeXreGbpOgz9ktGGNYWCVazDWLUPZJkjGaOxucddkpNgCaXLoPadsHgMAoAAOu7Z/TJGY/PZAQmADbC1Zo0jQygczLE95Gm2dAEHhBF0X3lOLLRj2Uv2NTrDZ3Lc+S4RllbPodMT8NS33/qEo+negE1O3C7AJeLF2fMd+qxPcXIALk6575rKKrcLTccWuwNL7l97ROSDSAviYsq6NZ/mse+E0JwRMOUEUfs2XaIUdy5xQqY5kx7DlohimnspP1pktsE/va6VI9BmTVmr1qff63luLunCKYz+EGGrRA98v++au14OJfbwPffcc3E+yVSxv+kQqUXW/lI1Ov/9v//3K3fffXejgzmuSA2OYQ6nOnZyZwmpAP1MBJOTcNbSAJ1hwVowDHIvh7AyvPakY2BgxgiFgj0JaJSrlv7fDLuiT179mGPEI2mhR9nn0KU1RVFanIYIUAIEjclvpBjNg/uew/J2KXFGfAlmlxEQlUikhcI9ZoAOhKQ9I0ZvyrgCvIx5OZ56/FqfhxCOp7Wi1gIItG+TGuBerTnFtW3Q4ffak5o7TPu+VB/vs0+97HNASipDeRT8vmhQUoCkvvUBCAAJoPMM0uSmFgSnJSJWca5TnvzusS0pCXBjnQGaiA5RhH0nZbaF3iL2Wl+aTNrjTtGRyfMHzJc+vl70AgAT0eHUYk2NpwgKvQys0f3u21w//vjjF5FO/1d46rP6c7MDa7RydR8cRu0ire1TBejEWp8bbTXu8vGlO+mK9qu/+quLgef//b//d0OMmH/Fvzmhlw7S5eqySwXoZyKUPoBucQsnrnF9gIbyHgJktNgCRKWXDFXyjDCmPif9AdMMKqYO8AH25KnNOU4ZEGAknOqHUVsToMvjTGsycyIPlUEVfnZQDZZ1aGRBqhBlxpiPZUNEHzAUvvvOO+/8nr9h4QClpYqhOFNY2FPIQ2d8A17JlLC5dakuA6BgCAHULaMyADmQHAafM2h9kaSzEHsRe6mOow/kWgPAkn2+D6Dbm1I2AG3fa43b80ONKmNMOIZ9tSlYc3nnnFJr3r3ZB2NbK5Lkus85zIa4F86cse073XKXcDiwx9YLsoMOos/G1D6IlAJIdPHb3/72CyDtFcZc5JJMieBgSs3vWl1JgGrrhONFV5hTtSAiEtaFe7evHnrooe9bq5xIY2Y+1TetYetITgcFFJduXXyKYjxExNkLhMTSBaPf+MY3GufVnlB34Odah90dk1SAfibC+GJkwnIDs0sqFYVVFKJNYzPtAiHYqoRIh4ZwMco2PieDKGBLgSjQw2C41hIHfXAaMIBhwtYS988QGzNtyrDpjqPGgFE8QwtuGHUACDiYUhgFnAXktCUGvDz6fY6UztMhADrAqlOG0Dnjj53pWjPGw/0ZG8yy6MSUdACC1dtK0hkmoLzdWjSdYojnAiIxkIqi94FTDgbmfUgeOkcAWPLKiYDld+8S18fwmhegrI+N0/3DmvUM0hnkoWNOHViz6/j1LqAPdGK8p54e2u7ewrGf0ns77LS1hijAoDv1GGBtExk67vg+ekJLyfIeUjPCufZKtNIz6hCEBeZ8jo3UEQ4EJnvquRdDhP0QaaIT6WJ2SxoFcG6dap/ad3CXNZfWvWzRGuA5a4UtE+3wnecs9qiIhf0nQmfNTdWXffKf/tN/al7Gm410sCFmHbF1KqmoY6X2QT8TYSySy/emN71psX67EYAfmCsP6OgSoACTRjBjQ0KsPiMvk9LlCGDmfId0HRtTxxJMyVKn8AH7GBrGqw1wlhQgRlENQwQIYmRECLDgDz/88OA2cYy48D5lNSW06Lv7ZGmAXhaKbg3QPafcVYYbuMG+AnVhkUthBEja7a1ZdDZHOHdYag7eO9/5zivvfe97m2eyv63dGK4wTcYAILfGnn766ealY8gQ5hgoscfkL/eBbXu1HE/AijHFtg5lM9MZZFc3Is/suu4FUKTb6BJ7NjngQ0VRYmoD5kTfSJyXqWkDIQUAEdFArKExlbYRlp8AQop2jW9ZDG9+k+KihsZ1SoAqeoKB5MjTGRynsVG/pB6tnf5HOCV0pPVLJ3Mkrdddp+oCzp7NWkiR99JiXyW1hd6ucqWpfQLKrUdO5Vry7LPPXtTUKaaW8tSlwy+DVIB+RgIQMxwW89KKi+FO94NdBhJwwIhQtvv6GhOGMx0mKOVUdgN3wpuA7NLsRZS/7xQuXVvcv5AgY+Q7pdcM7cOMaQRWGO+puecB6F0sRMZiiSLRNkCnYBNq30I8HzbbWgWEAFgpX12djaxhYASzeiwAHeAAqABKBdLvec97rvzdv/t3G6eOQwGslXPoOTHJ6VGNZf1n/+yfNYVhWFRpE2NSHLxXxIHjmAN92gI46kWdg1yAbeua49jXvtB7OBccJmAnrS05BH2AOa1VXZez4blDQNg/QwWYAHQ5oHMPRKFXoy+mtoMLQJcKZv4UjQKb1ipiBXMNIIfkIKWusAZyAiPHHVj3jObOPNjr9C/A65pjwaXvdw12ZO4BYENFWgtH1PhqQrCPiLEWcvhc6dQsLakjEbGInrhsQu/H4dsn1hTHz1ozHmsdMPSf//N/bvLcFRXTb4i6nKVy2aSmuJyRMNSA8ZIHFZXCAAOLwE1XX1Wb3d8wVULS+8ABxQCIMDg+A1DwmCkC3yVfdq0cNM4GBTO2deQckC4tAVjxGlpEKOXAfLrfqb2zdwH0kkFfYt0k7Ok6rgdsAH1bCWABnOZAHsq+nQ7BaQCUcjiPFAqA6RCSXuCAbxfbaRzLDkbG1Bh7Tqy115KHqWAnpQgBol29xtWHAIkiXnLB6QNsO0e6D/DZ08TngGsAzHP0FRAz/ily5HgkNYt+kLcMMA1tG4cwyJkI9vucfGJAwbUA1ykFogHPJOvN2uRYqRHxTNdff33jUIY1x1qWulbaFmZXhNFnvQ8RYi6kIHKsMN8ArPSMRByGdt5wXdfcxWDvGh/jYs0OTf+JQ8JuSUsbWl8jJ5oe5YCwNVPqAfaJiI3nQaqI7i519sQhhY1OC056hx60Fj/84Q8PShuz1nzWHrQX1zrw7399tzaF84pBZwdFV7ZyGreSCtDPTORpU5Q2EGO45GEOQCLjysh0nSqq9VW6yPS1IPP39CS3wbFDQDhDIjWBAOdA1pzWUPvEdyg+9Z1C86Vywt57zrEnFe6Tsb2200/beM4xDkMAepT33LaADLP55XyZW0BrS4BeHr8OiPv+drERECNVK2HTuYWDYwEaA+cegJO0w4vEsSk/wygB5OmnvqaRCvDsy0NXuCfdBlDHfAKTjHYf2AbgS0mrR8+pzqRLSmauvK5aFM/OIQCYgLRd4ntyDgMmXt42sDrlkCOS+hjO9hRHNuw3XVOm/nkubCHW3PikWxW91O7DDSx6SW+hf0VK6U73Y42LMnBkjJN1bY5EEKydIQAskZOxnUvsMQXxdLY1pFPQEOFUWGvWwpiiVM/KUWWHrLG1Wi4iUow3UHuKAD2nOnvF6W1HHXRZG1PTIe8fvmA7jcnSdrIUjqW94t7NdQXoVU5aLGasixDxy172skbRtoH0VAHeGEwAg6Eruy/YPEAZA8N4tMF1OjJQ5F4YD9cA3oCUnA4KmCd8uaZgo+XqApSUL9aJ0smx7MCqHsBLFcIA2/kezw287gMKGKKktqzVUcGYh2Xed/DTUHEt44edAUKnAqKpYg7NL6WOCXTEuF7KCZ2nhiL/n8KGjjGQnFLzaN9I6fC7OGtdgByYNN8B5EsXY+2SHKYEJNuXbeNrbuWIhp3FfPYBF/tcuppx9jInOWAnhrdL2mk8pQCsUn6w/IDyLjYcgKCXgDmFZsCqz3rGsYbeek56y9RDezjb1qNxaAN8z6LlIADv3oxrF8mRKAs9Yt3SnwHTwGQZmWMH6FX7QDrMEIDJqU1kZowgW9y719B0OUSIVCnPAvSNFfNgHXKc1uyJzsmjs9m3rcmGqYIsy+FC7ZaLxhtrnijc2LoM683+NSZ6+atzWVO+/e1vN2vY/jvmtr1TpDLoZygUMVBAmUshEX5eqtLdxuwC6Awx5cwQduWiCon7HGMp35dCj5L2Ob9Xub/lBqScGC5FdznIJf2WhfqXTB3AngndJ5cxuehyprvSeLB/xpTMPX4eUPFMfUVf5gA4X6oQByNImQKbWxeK5lQ6zqRoEoaOowCcKdYlgKWxSDvIpYvhPDfgYW21meh2kaX3Ar3WfQA5h+lQXQvoCfNHd9jjXad2ujfstVx5AKYvHUKueZ7Vc5ddk4Sr+8T1zJ/Ptp1GBaPC3RwILH5fD3Gfi46hD4Fdc2JtYHqljYwBodazawLXU9OhOCf0SxfI87zpBY3MoBPV5nAsI36XMeT8OHDN/wFV3aHaYl15biAKy8zR38V2iiqZf077mGcEntIalwzt6259eCYAcQoz6nnsGWOxFnhG4IRECqF0CmI86RTEAH3CmfN/r32HkA0RutWeUBuDeFrTbv/Wb/1Wgx84Stbz0PqtU5BaJHqGQsECuzYixVUepDJXkstoU8Y7Z8yBb4a1TzlT/jYxRWGjMe7EZuORP/DAA5t7xxwJyouCZygoe8ABKMGujylG2ydATwkEOQOcKOPSZ7wwrYzXnDQl1wBUMIl947t0oah7TmHm1gDdugSkGFbMvbm0D4T5E9oFmrHoOfJ+qQgTAQLf9ra3NQbF9wCzZTTJWANBKaIWpfnlX/7l5pAfQBIAOGRLsXROMYciOF0dgDCW1ie2ta8wlHiWpEwZA89tv3GUdoFj7xVhsCfb3YVcAzjAgmPRu7oPAeGcbiAeUAHqgVXdQdKF4oYbbmhe9niKLndJHK1dz7tPkn/ely8tj1yRb8AxQFgW5HvWHNojzQjgt8/kYcfZbIv7pWP93Wd2CT1u/QLcY1Ienv/85184YuZ8CKFgXfk+62FfqlKf2OPGyhpL4fEagnSyjuiQroLzYxSRlE996lNX/sk/+SdXHnzwwSZdikOzBDgnHFXjQkSldnUKmyt/9Ed/1Ox3Yz+kBewpyWmspiqLS47FZuwplqUUGOMCMFKs6Qksl5uxYNRjQNqC4aGQ3YfwG6FYgXNttg6RWwawBkAKkWKXGCehZvmgYYGJ53MM8a4WkyVb3haA3HMm6pBTHfuEoaRMAZI+ED9EUiCHpe87EGbpVotAUHo6G8+lUmeGiMgEyYFB1irHiPPBKeSolOMpzWIJQGycrRtrJDUMBDgCXoAJURnGxjinuA9QPZZDUIwRdjl9wzk4UuWkppXOm99J15C7uqubiTXwgQ984MpnP/vZxnH3Xo54Ihn7xLx0gWdzmh7fyTEnjPdNN93UzIP9gwyQjpPxNRfAivviBCAVPJtOOdIBd52LEGAwJ9UsAL1PRxJ7np6gF+3Zq6666qJImH4ta0ToTD3h3/e+9+08wVV+uzFIT+8+iW4bk3/umZLaSPadkRFhCzh4nmlODYg1xSkXJVwLPFtHrk1v5ETaUxCpIV3Fuuz2Es6GfWz+fE9f16el5P/73TRE2GHNzj1bS01xOWOhvISHhE11UgBUlmALATDMUzoyAEUYl10n/GFWGJEwPZSD9/eBxi2E8gLSKXiGHrvpOfyeIQamgCvGTaoE5ey92IOPfOQjne3AAAcHLBjnJ5988nvy+1yHsVRsy/Bit72XUZNbG8MGOHBk/B8Iuf322xugMaUVYByMXQW3SwN0ThyFXXZyGXoE/BzxXdaX5ygPfTHmACc2Uv9ea88cm78lGCXfqUUe0J0iSC+GC5jEYtp7mQPgxPfbN1sVqA4ROiKFZEAkFk40wB4wfg7TMYaAoznuKwQvxZ4KQ6pVmmiOz+3qzpRxMp9dUR3rSoqK7g72pb3mfSJS9qe9K1UIgGiDTfejzgWwlZaBffbMuujYd+ZFJEOkMPdhD8bpnhrlszZyjV0APc8PpOvoYj1xHpLnq2uGzjTYy6G63Fx5JmMvmmrNdQG35LePAejSZwBX+4hdGHoQlCiMdYUBn+OgehZrybwCnnMPouoScyCNyFqzXuZEUQ4tCApnRRgv615by6li3O0TYD8pNWvJv/yX/7JZM6J7DjCj0w+JHZaSyqCfuTBSNg7Qgi1aIs84aS4MYg5EardAUqASrxpYYfyxLf6NqZaCcwwbLB1V3Dsgge2TcgBc+3+Mh3GULoH1oZj6evViaTGQxrkPhDAielX7boYbW3/dddddHA7DEKRwjLF0PUbaa2xf8V0dXNZKcTGWQH++e6s0F88olMspKkFGio/TLSit8gDouQWYWFdAytyZJ+vb9zuEBnssHcP+Kx0kjnNC/EuKe5gaagY8ktIFvMl9tk8BRXPJmaA/GOOkJow9zVPuuLQU/d0TdesSe87cuH7fPqODMPz2Gd1iDyV6Qtf5+67We+bfnv7gBz/YpBlJgwGg7S91O1h1OeDGBHgPsJ7SfpAAFnHahrSOtV6AcToU6x3WUMSHQz+WaEHU+Ky0nzLq0HUA0tCaDM4QG2C8sfxDT42m8+TEY+znOqjWh6YCxnfJlMS2cFY5fQDuWv2/txBzhWCyH3Ny6xwJaWQdrJnm8t/+23+7cu+9916cbssx3DIyu5ZUgH7mQoE5mZNhYFgt7LnCODN+KYajuDBSEYbY92CJKTT5uNgqhpdxcmjPMRwMQzCtNjoWiOHzLF1sM7Di73feeWcv6xAQQhj/XaAY4wQEMcIAkRA6ppzxxNTnKGwFvtJvGGSsurxZTN+SAH1pBp0ASLnulnnoQIjcy7ZIb9AiUDs3a1DqBEM75yRZ44U5N+/p7S06ctdddzUOa18vaPsHON2VUjFW3IPogDXUdwponwBXHOqse/sz4JajI3pDAEUsJUDUdQ5CnwDRafUnkub/9MZtt9125cYbb2xaBZbhdnoia2eXEbZ3cjaA8beXgXoRDc4skO07sMbuPelebcG4K9b+lV/5lQYAAAPGE4jklOTQt4CDtdJb2sJ5BAw5fK961atmASBjmpNe6ah26hDnxN5BHgw9byGHx7gv+30o824u7B06bYkOSogMe8p8zUkH3CWYfjbAPO7L5T9mYXeid+ytueki5o/TSof0OdxLybe//e1mn/pp/drj7OWap4GvLafvYlSZLcAJZlh+LIZXusHQg3L6ROhePpgN71ols+T/vocSdgCHzcRAMACPP/74ot1R5oqxAKrSJnKfkdnFfuWZXXNo5xWhagABuOJAGVNAye8DkqQCATeYdSkGQDqHSA7zvgNBDgXQzbfruTawcwwCEJgXAMUYA4VzogYMNZCfvtWMlVSEfSF778Ncmcuu8wSmiEK9pI+94x3vaBwEQHrIteVsJ2+eE9peu5hq64zjSJdwcvad9hjxfECy8aEHciKxdelv6dGcQjDr3u9TuN0HqrG3CADAMuMvZO8EQoBaONx+Bhq84jgjBuxxQLQNlukyoXRAPF1sgD7pPVIctgbohG5IhxTrTWRm6Ni3RcQup5bSN/SLPWDuAVvPadytB/qcY2C+6bN2S0zAzrxFr4xx2MLgi1AuUf/BkbEGOH7ma1eHoDlibYgYc4B9z9InXG8hOVMhNRUc5TldwuhRtonTpWZriy43/+bf/JtmDdnf5kNNDFJm63a+S0gF6FUulDMmVh6ikDA2YOxhFBHGlXK2OQGcrrw/wIzi9z2MALaLAZ5qXNaSnHrnXrGDU8ckigOgkKM4xvAwlJhyIELo3/hiOUojANQxlP6OjXSvjKRcvF25f0NYtzUAOkXt/l3zWCrvRSC8rNnMz9RwtfC8tBDXAQ6xOk6EHJJPy0EFnhk1QKnvFM4xAiABKDqvEIy41AzMovSGvmJORjUMMUDWPhgnAlR7jRUG1Hhbu8bImgW8RYGwkoCfsUwqhxQYTkIY3q40GuCck0qvAJyMs+JWANPfADSv/D9OgD3u+z2vdAhAy74yNhjgON/mlK7y8u8QEXNkKkBPOp01oxDSeALtSR80hum6wxGmy3xH2Ez7PzUR/k1ne3G2MsYB7fQQh4d+aUuIGPMF0JVHrwPzQ58r37ur49cUcS3Xtf7XAuieUWE0B8bLuhlLNpmDnOx6qG5NbEo6TM1NcSHsnb0rzWWtfvSliGBLjUpak71t/3Ng4Q33I332WIrvd0kF6FUuRMoE4MdrVmCl6GtKT994r5Q+AAAIpECUIcLUU/RhgjElc0+oXFMoWsAN6MVKTxWGznHVU6Q8zMXYUT5yYM2VawI3jJp/U7CAne/zHkV3gFWXQgpA3+UYrQHQGfsof88z9Gj2tUShqjQB92TcABkADkC3jsc6jlgbYswBA3trSG5xCSgw3nMjWRFrQyoK8AbkWj9xjrwwoaIu2O+AXmNhTAhjLRVuTF75PgH+EQLWq31lbQPJgCZQThd5cfCNo3VinZenaXYBY/rHnAE5wLlntwdEEfSeT1tSoBWrFmYNgLXPc0YEZzpOG9KCc57Wq/QittF4+P/cqF8A+tD0kUhaKdqj5tM+cu/Zq8n/tresZe+zDtsn1EZStF467kkRSLeYiDkwF+bBWAG/1kyZ4uE6Q9ew93Icjav5MtdLibXg/jiDax4o5L45GZw7IJ1TPnQes9ZEekTa5p5vMVXS/ICTNeWAqLbEcbenRWK2iJB/61vfal7mQ6qLuc8hiPbaMdS3DZEK0KtcCCPMoMn7pDB0EGE4FT8O9TaxT5heG9z1bEpGV5jRT2keAAumRY711EM9tpSwiwxfjuLeWhgWip9BpLzND3BDoWMBRSCiCLF+d999d5Nby3j7HCZBGhOWJ8y1a4Vp28XWxFAumYriPoRSsRvuEfgaC06WFIDcvCqAY7yBPONjXNxbWSy6z5kwH5hYn7defHZs+oPxkRO/tADDXubdM7pX4Ap4Y8gUUwLpunrYqwFlDNrSXRgAcZLTM4mfGDDOAqPKuQd2GFU6CHjguCT3vJ2iY40mb1ZRYlLrRCR0q/K8nLGu4l/rnEH3Msd0FyY/gD2vSLqDALtzImvumYPk+4H9MQLUxnmJrrLfRUSNo797lvwk1nTZDMBa9jvrlWPPMeWIuC+A2xr2fmNt7P3fni3z/wF/77WP8jMMvDXEGcNq7nJ0saw5L0OTgCXF/Zgv16cL1wLonk+0Sl2VOfHcfZElzid76VXW4RjLpQryp4h1SF9J91oCTBt3480xsjaXIh2GiHWNtKILOJoizHSAn6LLxy4VoFf5PkWGOZe/KdSGCWQkMbCM3K4uBTYgBU/BYEFsCMqfccDkEoAcS5PC1FMQzgQGhnEGKNdo1bVPgBXKTSqA76f0/XTgCuXu1EDAQqGXOfQC2oEVzCFj8Ja3vOWikKktuyIYawB0it89lQcWHRKgW6868wAhOVjLPblPCt24MaQMLkC0KxJivEsxJ8eWuiU9g4MMjGGV7fEc/uPfHL/Mt7EZ2oFjjEitMcZd7RitOSAdOQC4cfo5FcBeTtslbWBsnwCOgG65noAEoNyaA/j3deeht3KyIpIibTjtf9cA8sPIWRvGzL6y73yv6/s5pLMLvWmsfWZMFxjzJZeeY5m58p30hHW861TQLgHCw6zLZd/V5QYIx/R6v+cGRgFfv/cMJcA0dvQTvS9XnwPY3uv0QPaNOV/DNoicpP0v52WtFBI2DrgVmZL+hIgIwWW921vWdDo7peMRp0g0h24/BAnUliWZbs9knXN2twToP/DdSBD7Zi/mRHBY5hSkAvQq3yeU48c+9rFGkem2Amhj1jC2FjY2rX2cLkNFGfGU/TvV8jZI+j8Dl8DKnMM8DqmsPBPAuzVAB5oAFMy41IcYFmN9//33N3Pk73JDjT1nKt0PsFbe9/KXv7wx3Iwl8MEYMBpJ38CYbgnQCSOd1ndbnyjaJWkfR5EDYMYH2MD02gtphQfIADAxusZFvnlOfgXg0u+c8T3mvshAE8ZPCg7QgGUGuGLI7F9RtTXyNekDrdF2ASX3kDQUjLb70nI0jnOZNuReRZbMWVeecaIeUw5gMU5h1wmd5rs4DZy5hM6tBU5c+Z2eE0gDTLscA6y0NTPGQfX9OgT5TrrJZ/30bL5rbC577sN1XWcXOC9P6QwYJRhJz26e5MID64miGge6R9RG+z5AnZOYAmN7zLzRVWvliAOJgBpgbN7W7MvNqeM8+S6pIhwmzmNJjpgn9wOwinzsK+g/ZTH28AP7OSVlcIro0mRNaQWbWg1RSet8yv44hFSAXmUn4yCkTNHoEAJE+QkMMugYsIRL9QbGNAIk2BTMFrDi7xQz8ONapwjOo2AAtEP0uKXYKfqE+EvxO2ARww+oAwvy0rGPwHz6ecuFBMDkeHK4XM/fh7AZ5wLQI4Afgwo0eWZrGHAARvwE0ow7pj1sc8L93isvOgziLsfnmASAst+9RLukQXkWbOaae3YMi0mHAICMLUDcBlg5idj4d3VsCEBf4qwH859CUWOUlBiOnbXsBYz5Tr/3AsK6AHrW/lDQYK298pWvbPQtgCfyIx3Rdaw7jkNfMe8uSbrb1HQdegLwtl6AcOAImVGeUp10Gvte9xl52nRXnBy6bGov+X3iu+k8c2Hs1gTowDaW3l5iLz1TupUhTaxPz73Wsx6b2LuICjbUOluifeYuSe2FV3uMtzgUbympAL3KXqWmiBP7g4EF0IXupL4A7jaAcBwQzlgkFxKrItdVS7d0ZbA5MfCnUD3dFkaHE4Kl88xjCv7mCGOctmNAdx/zgI2RmiS3zrxgsABM4MHfCHAPYDLu5kJ6jLC9dI1dXSjWAugACWbS2jkmgE4YUeNnbWMCjWE6EGDTMeYMTQnMrQ3rIieRco6mdDaJcAaBLY7M2HSFqQK8AOeEYSvPLzgGUaht/9Eh7c4z6TaTotK2ZK7WKEYuU2LK+XPokj1Lf/YB36z9IQy650/7Ts4BEJgD4HxPTnrdx4DvAujlKbtT11DuATGgQYD94oUYSG1GCqjpIHPDMZ7TqnKImANsvfFbe22zf0gRL3oBqWVtHnNDhLWEfmRH2B2RxrUB+v/nu/tANOgY0oWmSj2oqMrgDQZsOML+M5/5TANgsEU8VcqVMc+R2rxlYUrgKx0TABbvifE/NSkLuBjJrYQxAWClFO1ju9PFRRgPEMeUcyqw5gEnrvPEE080jhJQAdTcfPPNjfO1D6ADqkuezgaQJJ/YWpqSejBGhDaHfociO2Ar3XO8OD0Al/oMTmrpLAHn1j8nxh7AqAL4un9MFXPCiZI6toV4BoWiESkLx1YnkohL8swjORSN9KUUJaqxVSpBAC9HNAeOtcV9DwHoGF9patJ7rDGgAzi3RnPwFCc7xd9Teuf7jiUAeiJOcSpFDaRROTmX/cAcG4vokpyuq2PI2p2cAEORXfomIG5NoUfMMVCOtDpHcB7JvixTwNaS53x3LZ9CE4pdUgF6ldGCDZKjDuQxkgwGJoTCxYowRgEvJUDHIghrtk+pOxXJsdNbAXSGC7hOqsRQ4wUQ6PRCIbqGIkBALwfVmBvpSYA8UMA4vvnNb27AWdfcAP6ZzyVbLbpPChQIxGytZTCB6WuvvfbKW9/61otDXfaJ+4kDatzNAwaQcQ8jkwJAKS8PPPBA8yz2gBejDKiUR8GPFd/lu7cKgwO/5XHuWxZzdYnxNn5JSbGWU9uCnS0BLdY2bf+kFHT1b05HmrQSXFsww2RXFAW4dq/muc16x+lQ3H3TTTc1NSbe5zmQJGHrs68T1RPCHxul5MynPiW1GFMFCEXQSFcpxX4QiXrmmWeuPPjgg01XKfvM/seeb3Gwj70ENIuIjjlxeapIZfFd1ufcUzlPXdLFR+rX2qd7/l/f7bY0J4J5DFJTXKpMWzh/6k9dHI+N+aBkgRmbsPRaMRYMKUOUo9OlWOjicmoipC7dZKs8dNEG48Xw6hc/RhhoDBuDKB/UXAkvcpiAfcaSc6XIVBFTDmtxqqOiwLINWcKTwBFnbKn0HuFHoMA1c1DMUqkcwI1QKmAdJpNx6Ov/3BbvNd8iDAAicFgaFZEIDqrxBNitb98XgIQ1BC6JPFupX0LcY8C2vQW4bFXQpEA0cugWZMZcTYX1kQOSrNfsPWNS5q8Deu5ZxIhxBtLLMwuw5wHtawF098zJtE7owrD9u3L4UzRovcQJdp/S1LS5zHq1n6VHAOzWW5lKk0OH8vkpDHj2iDGem4I4pGbBPsj5F1oStpsOrCn2J53nu93DmsLhoUutDQD91AHjHDHe1qZ9geQaa9OGCjul7sEaE605ZakAvcrkzfbFL36xASbynHcpKMaKgbQ5gQ7hp0O31ZsijCJwipGVvrBm+AzABKw5OEKjU40mo85ASJNg8LFtgCQHiVF0XaffYdvVFQAEDpJSTGVeY/RLgL6kAFphsqwJ7NZcYQjl4ntW4wfQMAZAXhn6ZzSTnlWKNQ3YA0OeP33PMZeAIAAIKFoD7tf11WakpRfHKGDSM1n/0mMYJqx02YlnlxgXzwDYry1AXiJDnLo5fb2XEA6RyATW2J7TRaqMIHWBQA6VsZdWZI+WAD2RH+t97F4CmM29+bQ2vDgOfgL75tX1/a484Mcce3EaADMpKHQGgGjdWzdh+vwu3U+A8zgT6UltzeiCQTiF5ZoNuM4zTil+9CzGb+t5H5N/v5QgkQB0TvMWHUXsefrBHrOXzznNRfTdPqbb1gLoP/qjP9rMK6d3Si3GMUkF6FUmS9JX9gljxMgyqjnKWWeSdgj02CUt0xgzIHBNgC5PT7oBQ6xLwxwBDIBw96vAjIMEsCt6DJsIlMlNx1oCRXLfse6f/vSnG0WXXGQOFgFEOF0Aexwwr4Srh7KUbYA+R4CdF7/4xQ1wTotExli6T7sIFsPivcLqQB0xr07ZlFqRtArXyGEwwtXC8t5j/LC0xgmASjoDoJFUqIcffrj5uzE3RsC2OXV/UgD2MeNJN9rCyHBoImv0PB8rwKv1qZDP2IpcJY3Fq6/ILNGddipWAG/ywM2p93hZw16Yb2vYPAHbefldX0oEx7ZsnWe9WP8AvWtmn9B75T0BheY1KTvWo3UXsY44KBje3LPruY+yk5Nr5/vtOd8/hUG31+2frftD0yfud25azRjhPBtHc2Ou1zq0KJJ2lDmYaC1guqbQjXQeJ3WOPTLXTifOWRJL14P86T/9py+aKqwdHdlCKkCvsrrI5bWxbUgdB2x24X//piz9DJt77MIgM7Rrdx2JkmGkl8pBxl4wTFKMGCaHSineCmuG2QEKsczYJcpTr2WMXPLDgU1MuzkFkjCVpQCdxgZoxVgDK7ukBKlTx5Thc0+cJkCc4cX+Axt9RY4AoPVmHHKgiJ8lA5r7w1BiZEQeMO7GzLNzZnw+RZwcuDI1BHvKSBjzG264oQFjrgOIAe7qALy61j2AJ5phDqYU/I0RTkPYc8+1JVjaJ8ZUBIkDqa+x8Tcm7RM3AR8MpXk17v7N6aBbjKP1SuzdX/zFX2x+lnNtjXNcc+Jh130Aza7nBQxHb1nnmSd7yL5KXjgwxhmzRv0uPc/Nb+7JPdt3PiviZe90OSAcFPuwdKD8znOEyXc/6eoyVDijud+xJ5nOFeuOgzGlLeRUsT4QLWwQImRtgE60n7Qe6ZBTBOjWqPqdHGY1NRUxrDb7Yu6XiJiWoo6KU+07KkCvUmWAlCFEIT6biIEUZgxTyUBiUyhOm0t+MrAFYGHF/N+/Dw3isaPClWu2icqJpUDBvkM7AFMsmjGi7PaFioEIjpKUAYpM8RkwW7ZCo4y1bMTqAacMKEBhPjhalGyO+gZMAAtOhFfaDQI7wvVYUMa3r8AVAA4oAlhSXDlEvF8aEMbf56wzSplTs4/Bl3IgFQKobxdvYXkAQhEigOfv//2/36xTIMrcWAOAlJ++W455WsYBitiy8hQ+vzNW1rbxS+caKQsAgvHBzpf7JA6RMV+7s4V9GEk04djEOKVmoSu9xVot+21bl5xcQCJ53DlsrEzT8j56BajlfFuP5j0A3E+vIa3asHccWuspB1VZy67pVRZB2k9Ya7rQez/0oQ81zuyutd/Vxz3pLRmbKex5Ik7GYsuUAOPkebscrrXFfJgD95D2qWuKuZd6AaCnruKUxB6hE0WCrNs5LSrtM9FHY7EkQP9bf+tvNfbLftKoYm29uYVUBr3K6lIaFpucQgYqS2OECfL3sEptAW6SU+x9fgJ2XvtY2iXFdzGmawpFE9ZlnyJPTjxDDWgxsApjKNC+o5q9R+qK9xt3+daAY9I0gHUgyAsgBRbzHuwxBQs49oFHTPhLXvKSZr5SfFr2Yy8FgALOrQUA13fsY4xdX0EjBgwwB0oAafe9j9nxfjm+2Kx09SCUuufCaJcMsqLZOIWMFDCTFBb3jAVyzaSjWL9SYDyvteJeGTX/lhNt3XKqdNbxOc/rMBP3Y77Nne+XbsHZmtvybp+YmzgonORD5573SU7JNWZdh/2khR0Anp7a5gY4N4bygEtH38v7lzLi9JlOSPYh/WYszXvf+QI52ZAY8yHAOFEfayMEQXLY0z50ynrhgNOvW4Jk90v/AKvmwvxu6Rymh77xM3drd0ri7Jk/zw3gqik4NbHHrGmEwxIAndM9hpDZJe5LRJNInT3VAxHbUgF6ldUlRhCrCrwkj7Rkgsp/56RAQqklVzDX8H9AKGkg6cEO0DB22Io+cHoMgmkTQegKRQPDFDjZVXwbATwoOGADUBc6VAwKvAKSwJ6xaXcPMGaKfAEDYJfSBRgotjLcbDy99GBmyOS/dgGkUszDY4891jCanA2M5fXXX3/ld3/3dxu2qgQt7tsr+bkAbR9AByTcq+smPcH9iMoMqQdgEDxH2YUnx8K7tzaYwsYAe2mDl0LBiHtN723Oh9QDkQlrFTMKBLhnIEDaQvoAS4OxRhkpfwcqU5jqZW+4F/PRt46N19xiM07F85///ObZ7L9jyD3vEuMD+GbOA67cc7qaiECUp4faQ+bbuhBVWTOtwFwoBPUT2Hz88ccbp4vsirRxHuy3OHz7hG7wzNp2AtT2WQC6MfDdUwpEjZV1PbSmKGL9emZrf2xEESBPlMF3eyagb6u++3SMPUinJSq2ttDV9ho9fYoAHdtNf0ofmxMFsFa82C26cq5j+Of+3J+7cvXVVzdryT4/xbHtkwrQq6wuYSCBc8wWI8OgYCMprDvvvLNR9FJcvChNgIVh9l4vTB9AkvxQ7weuUpzoWl6AqeI/xovHj2E/pmpuhkket3zwZ5999vv+DtACxDHA+8QYAH9egCTWEDMFPMpzpkw5M7/yK7/SyeZhbb0nhZGuZxzL45BdV0jY38e0QwOYpIK4H89tDvVjxzCad6CLcfZvL/ObQ1ciwL35NO9lMZ65BfaHAHPfI52l/DznSLtJ6TBdLKr7SHEnwwQIel+ZhgKEhwHi7Jgv3XHkpANfAb9Y/Xaqkjn2XmFv7y/z7zkFvt9nzSHG1N+Tp8wJ850iOXNAuv3IuKXLzZpHn88RkZ2A8xKEyok1xsBVeTiR9Za6AOM8FniOEboHOOe82R8O4uFUmSNrZRej7bmsE+twn1i71qJ5Byhvv/32Rq9aKyEx7Ksphevu2+fHHIFOJxhnc2EvjhF7HtvpGnqic0oBNTpCBGsrycF59ucWAN0a9X1Ipi1Po15K2I+Pf/zjzZ6ac+/0mmvFiZ4D0P/aX/trjW63D8zhF77whSuXSSpAr7KaSJ8AAhirZrH9qT/VMLmAld85gAOTASQMOaSCEeG5Y5IYNv+m7ID69ALO+xi0EpAl9YOSZFQOlZ/mPhnELmaUQyJv2zhNCfcy0MAkhtF1gDxRBmCUEmMM289NUWIYAQ05gX460Ae4ljKS/szuOwfwjJEw9RwSOddASRyrSHkIkjWjuNMYYZqkgyR6QtyXVJEhQMQ6ASLSj5wAM0CA6MSuegaFtO4nQFphoedPzq91l64eZe6/sTZ3wCNQDYRY68bWc5XhXP/mIHlxQIyN63pe8+L+UlCYMQAmOC0+K6wb8Mnw+05zNgRou55ICzGnWxbpjZWkXhH7N+vFuJlfz24+GXpOYMA5RtZ4rLXXrdFrrrmmmTN6zOFt1qVoFGbcHu9LnaCzOLvubUhaSop4EQ6uab34fuvE2vPcmOyxLQOBZevI58aAe3vT95uDfRG1tkh/sy+wqPaz9SfioJ7EOtyqzsgccQq2OLAousGY0fPAKVLl1GSpnHE4IAC9bIc6VH7gB36gSQtMOqhIKj19GfLOS6kAvcoqAgBglgCx5OdiYb/61a82/2ZMGVAAXtoCoLEvF83f00WhHVIF1oE7ACqdAWzWtFdL6ocXQ4YBsKkxvFsd/U0CcLsOzGGggEAGew6b6XmkbBDhvjvuuKNRhvqbO4Gw7Rwk39wYYbMYe2kkPoNhBnIiwOGU8QIstDvEeAAwQE0YP+Agh/wACzqecAgC4v0dAw3kDzm0x3oD3OR5WwPWjWvkWfaxzlqAug9gXq6+n2kRyri6L6He3JsWlqV4LuvPmgSggDHv9+yiJl3PkHqK8hmAp6TU2CvuAzjzTMmljrgm0OTF8EtX6QOHQsFXXXXVRd6yMTmWCFNbjEN5cm958EjaaKZAlE4BuIiIwNopO9aXdWwennrqqQuAaw6Avl1OD/3ouThcQ6IgIRsAm/TFB2o5J3P6n9OZxL0PKYSlI0STOIPWDzZ/zImz9jm9Yg1jO+1NIN1+FSmyR7Zq9WhPc27s0SVSxoaIaIMx43SeIkBfStjdrD82ZUxq0w/8wA80kVi1RAThZ08skct+bFIBepVVRLg0ipsRwWZKtSgP+GHAgFJMI6U9NlRainw43n08fMCcImQQeOklIE5rQPdFMVDUjARjv3YOZJ7dOJTCQORI+CEh76GCpROWdFqfcQDW9bHtKgYE0lS/A8NSB8wJEAL8JJwe5m+KpMtKu/0VYwWIMv45CIZwojhunI2hhcDAA/Y7/dqBCAafEh/Sfs46lVJDFMSm6NR9AOj+zoFIMbNnaefMA2eAm3WFTWeEABDOo6JTjgIwbi0ACF2sD7CEmRzKTsZYEevImHIGuk4utOcARPPh+4+ZPVfAGgc/p2mWkjm1pzlOqd9YG/y4J84sQTqU6SE5QXRXXnYiIkPTSqK/yvUQHZLakSmdpaxnUYmhaQZvfOMbm3nI/WDQx4yZyJ71bs3FUXX//m/fbdmLPUXD1pg5G3vqpHu198eke7BxCAqfHQtML5PYt+af42n8x6Sh/eRP/mSj76wjBMqaKWyHlgrQq6wm3/jGN5qfjMd1113XgGisz0MPPdSwjBgwoWkbFCMzB6C3xfWlenip6gb+GG8vRikHhFCSfpeQP0DnfrHsGKmlWRXKBNhsgzK9k/1OUefSxxMDNQ7NwZoy6g6KuP/++3tDyRQnthvQ1EIw7B0AD5gu3e3BeLivMCCKKM1B+zj3XWJOPV/AEWE8KfChwAUzIw0HOAagE4UgQAwwxZl0r97rfVnjEU4MA2J9AS/m04vjKKfdWgOQifUOvHtWf+f4ADFJXfCyZ4aMAQeEUxonj5Njnt3zpz71qYv6g6T9RIzP2icpzpEU4ZJ0gIoYy6TpeE573PgDXWt3JDHO5tieKBlk85d6gl2pKwHXQ9NK4hDGYeTQZ196ZnpqSv961+XYDHUUUtzu2UTjxkReODTmzGfbrQ3tFXnpALw9tVUbQg5P+tOP0bvsBluWAvOhQifR8+adE3/qR9HPEWmt1gOdPRRk/8W/+Bcb8oggIC4zOCcVoFdZXYBk+c+K6jClUloSfsYmAoKMms23VrEOQ4KZ9pJ6QDFghgEkCtN9pfe09AqGHzDCQDJIjB/WmUKfE0oDHsqCNuL53QeDzylYI1QHsDzyyCMNg542iPqh7xLA8b777mvSBhhXAAgLP6ReYIwAHcAXhhnYAMyHAhfvB6qBXuDI2JlPaRtYuTHg0zUUZQLKwEc5DwCuNQQU+T1HDvvcThfKgUfWTWm4rSFOj/EDOq21tFkUyfG7Mi8/veE5AYw6UOMeUvjcFsBVygCgD5gD6HLXsf7vec97mucRJUpBFTE+YwoDt5YcDhVpgxl6hEh94tQlagJErnmEu32groFjqZ6h/B7rw7yGne2T1DcMGX/rgG5IVKVMTQFk7WdrcmyrQOsAE8khtD6GiD3gu+mTMeDcek/XLeuunU6DSaYHAGXscnla6prC3pjLdkRzn7hfpEciNmOELZE7Tc+dM0Cnx5AF1vaQ4s7nPOc5jVMU4sK+v+xSAXqVTYSnSykLkWKfGDYGhaID4DE5wNEW1fQ2t9xsL2AdaGKokk8adp3RS6/W5LZSqgwJA8xY5mClqYwP46pFVMDFml0MsGzYVNEMz2Os9xlC4MM4AYkOYSkLb5cSgNo8BDhaC10909vCoRN5AMZSa8B5kHIwdj58Z5hlRUtdrR7NfdpRpoizfY2cOsp4dAEmwL1MOwFGOGhAAlYuva4zLmFkgT1ME3BkXXKuugCSOX3ggQeaVJqsY+NqjQG0ASKckOQyH6sYS/sih19x2oBjc2PcONLmwnwbsxwoZMykYAzpgjRWrDPpYsbRPLZBwlBm3Fy75yEgV1424XwF2JYHFHHspuSfu1eOn/sYkkIGyFuL3jt27SAE0mmjL1LKYdkaoBs3c2pfj005iR0ZK57TPJbnMJyK0G1sIqdRFGSOE2zsrT0kBd25K53vr/7Vv9pESGMjrEVpfF0OjnmkL/rOIDglqQC9ymZiMzGalDxAnDxRRg6L6CWnN32OtxBKVkGZFzCAsfNSwAWQAe0RQCF9qwN+KFsGhWLHjAA+ntFnKZxdec8MpC4QlImXa60dmgd8MVgYHHMw1BB6Hp9NPvDSYswSxi9bDnYJdliRkPEzZ2llKH9+Sh4uoyNv3bNJB+rLgTWfnBxsdboJCctzqvwOA8/oGt+h45o+810Hf6RHdFKyrEVgDaDQZk8Uyh5qG0nOo7SunNibwmTjG7BrrIYUBR5D9xb37KXrk3k2FoluAMlJQ/M7Rp/jJnKwBkAHNK07esMYtqNdQwC6NWIuzds+YGwNpAtRmUqT/ucZmynERpzDdkSvT+hF+41TMcSBjgB05tI+FenoE/sAcZBn20I4OPY1vW4stnAMOEUBmHTOse/DtiDS6CQRuSFF+33iuenr7Nc+gP6DP/iDF0SM+aL/jJ9opQgGfWBPxS77m70ife/UpQL0KpsKxgEwpLQD0G066RQJuW4J0EvhcXMWvCgDDB2gjq1iNBinFLbk/QE9WCxKJsJAUyzAA6Dg+bwfwMAauBYFU7K/Y3IZ50jC6mPANtAHkAwptJx6T9hh4LvvNFmKV+qRHMR0IMFSY7zHprOUIvQOyLoHz9gn1qn3GTcg1/cB5UAz5l73F/O7VNFlAFxAnO9Qs6EjDKMmXxfzB4y3HTvOcDq1WG+uZZ1ljNyr51kqxYXDBNz43qVStJJ/HgeWYNDLnuhAjhaYQA9jb68ZG6+li1+x8mplPJ+Uva4ozRCAngLLtFncJekcZP9FL3r+gFg6CtCZwqDnTIkhuev2nrZ27sNYD91rdLraCyJfexdLmpz9tJDcqmUep5we6eqstYZYNxxLoNJ6OdbTe7vEvCMk7LMlHAtjb68i5+gpY5LX//yf/7NxZJEh9Jh9Zy/kBGt7oM+Zi009dakAvcqmkmIggFaubpgYueHYE+AMg7n2EedDFFEK/CIBj4wikC6URmEAloxmogME80mhAHQ5kCfdSQCJHDxC0aTg0Ml8wJ7PMfDAEyOeY8kZkSWUYgxfeXrrPhkaBp8qWLmMTxdAp6iTCpT7BgYVCs05NIOB1OrTNTEufQ5Ioj7mGEA3J4wsgOx+RSQAKOH7tZwYYg5ySiuG3P3ccsstDfiRd5/1Yb6sHfcGJN17773NcyZnFvADgBXkcQznrCvOtnXreh/4wAcWKaw23jmQqey9rysOnaFlqD2Vnvqep3SQ7UmfX7J9pDEPqOiL1AwB6NoJ0m9DOvRYX0kRDCg2p3RH0nmsiSknJ1vzKYbfJcZfWk9qPMaMKYfaPACl7cLQtnBu7St61Th21VqsIYmCjs1DnyvWqNcpAXSyb17YR06WdbmPbEs/dPs9rWsj//E//sfvObk5eoA+sxbpNyRf6j288u/L0g+9AvQqmwqDKvykfZ9XADoFDmQA7di9QwP0LkkP9lLppNAP++In5UTZAEglYPB/ioNRBDIZIkom3WwYX8pafi0DDvREsKM5iCknbuY01nRvcI32K6A+L9+ZPtok+XzHIMnrd08AAAYkqSTpfmIMPffY7ix94lqYXz/l9+7q56ybjXsT2vXTHLlnRbTXXnttM+dJl9pChJftHWODXQIegQxGzfr0s2SyU6QK8HkWDJW/K/4FrOVxT+29j8knHOuluh5h1USr3GfqMzD0Igilsf7oRz/arAv5+V7SFDBs5uPtb397A6Y9l+jD1PagkaSaGPsuAUSBS/trV3oNh91ryPoNq1vOTVjD6JAx6SYRY+p5jN2+tDrOcYp1RauGFufRhxkz62vI+QnAKt3nGbcE6Ek54vBvcS6GPcrJyiF+pyZsNJ0sIl6mSLF5iBROM124D6BzUulS+4bN59iyA3Tpf/2v/7VxyOkUhe9JN7XmrVsEVldq4GWS47HQVc5GeL3Aefpfx3Dq6CKlRI6bjb+Vgp4jQA7A2FVUyAhiyoGF5BB7PoolQCJ5ddhjygr489zYHIaC4ipPSc1JdISCB2CN4ZCQHkCP1YhRcF/SAyhFAK4E9X56JQ0mxYvuiSEDQrz8Li/vKf82JtUBKE/RlLHBwABcChuNUY4yx8IBaUt06ND9Jad2Msx9Yp2aR2PM4ASsABLu1XN6dg7mli0L3bfT80SlMNhADUDEyTWnieZ4X4rfMPwAnZ7T9pn79Wyvfe1rm/anY9l/4wfgA5CefynhSCSVjLEGsHNglu+0X6w5e8Z69bwp2AN+pY+lnsRL9MBYTc0x5jy7n+TNdkmiE5yjXQxeijqHpJbEIS8jHCkQzQFaU/LP0wWG3hrjVKkRGhptMQfWoM8M7fwEpNlXdOWUAswpYs3Ti5xvY7tFowL6jn4bE8U8JuE40sftcxbon3SjGlrbYLw5+ZzpvijLI4880ugEQD0dmj7xiU9cuexSAXqVzQW7BOgAq9JaHAgTY4E1A86AJ0dnn7IARjmlMwI8pVNBTgAsW/cBqZQ3xc1ocF4oPK+0j2sLAFPmT+b0ylJcH9guu7AAnK435qjrMgc/ACJGhqHPM5GAdfcXZtGzeZ9rAFcMIvYa4KLww+pjpUmuTdnLD5+TztIGKDloRkeUvhQBYxb2PKdzAnyeJSeKWrdA8toFvn2SzjCATZjkdB0ibVYfWNdWj6NsDqRW2Y9TUnPk4FtD1ulSqT3WbkAoke9dguIcNMbR6OqUA+Q5jAs4xOghA1xTmoZ8/SmOBHCQPfSud72rGTdMelkoF2a763CoUug9TvYXv/jFvd+bUy6xjJF8jz3v5SCysZKDkoY4CcZeGhTH3tgPSXVzvxxA7PSYQ6PMqfErW45uIXQ0hw8xsgVAN+72Cz3kWce2yDy0qO8oi7Uj7Jc1a1/k0MB9IlURCWKP9QH0//3dE2fZAwWj9LF6kK2cuENJBehVDiI2FkNlk9mUaS2nAEWurw2LRZlz5P0xCgME3DF6no+iAZQpHykW2Cl/b59OGAEQAtYD3F2DsszvAGPGNO/DsKfQxt/CineB/T5Jrm/yxF3H5ylM/8Zwl+A81/fy3fnOsrVYQIf59vkoez9dF5BnxIDJuekspRgvOePWHOOw64AsIN74AeFSOIxB7i/P4BkBwkNLgLr87Lbz1JWPHXC2Lze4T4BexV1LFzhzgJLCwti3093ynftSOxABnENRmAA+hY7W0hhnyvwD+fZmIlXywJEIXsYVqMt63tXezX24L+tpSC63aBrgQlcCuuUBRUSa1ZR2cvbkvlScUnZ1X+kS+8s+43SPiYTSedKb7Cm6Zs16jjZA57Ts6yC1lJiz6E0R0pLEOQWxr9pF0pw3DrHnGqMP2Hi6xIsd21VP8fu///vNPnvBC17QpPd5b1/K2WWQCtCrHEQwosm3lj+b/F8GR14ZgI65dOLlGgf3HFL0gWeEoqCFgD/72c8O+iyQ4DWGSVaUG7ZY7jZAGvCO2c7PAP6Ssc+/gWVAhUIE9gB2YBsANGcMqmvkmfw+L38XFfGerrz3FNhaC/4dR8LLd0jHYAz8H9OLwQMupx6TTbkzBMDALhbT/eRwla985SsXqTwK9oBEY2BtPvXUU5vkrQ4Rxj4pOAHn5h6rbs8t2WcfS28+0ypyKSlrN4S922lDcfL2OW3YZSFx6xLLbY3RNRi4XSfplmI9ugYH0/d95CMfaf5tjF3LvdoPZS6xtVEWdZbifSJW9u+QNRNwmwhZUlPsQ/c2tVYHGPX5nEy6pNhbqUsYmyNMt0lXso5FCpY8XXqXmFv1KJwfzsgW+9ncWsucglMD6G2hs3NCciJzY5yV1FkB+ftOB/3N3/zNZtw4zeYsXeAuo1SAXuUgwnjJOQcesS084wBxIWgglmHFsPf1pT5FAfooIoYRgJIaMOQUtSkip5LiBGST7w5sYP04BEBVwtWYwZxcyXCs6RSFefcKyw7oAXyUbtJH/B0YEnZmxPwb0EyRbQpk86Lk9+XHilroLAGcPP744ztBPsfAWABTZe4yZxIIM2auMwTobSHG0UmhiYxgljDq6Z2+L/VijJgbe3SN9qD2fYQhLqMrhPHHrjLmXSkaHEmHTtlr5psjZb1jrP3fWkIADGHetPTMYUn2EIDsO+VUexlX95FezinwBi67on8B8kM7ocQZSQpEUn/oTyz41MiSvQPUrAHQrTdrkH6ZApw4Ze6vdHrsfXMH/Jt/971kWgiyKHnovsc9rC2cK/Ub1tSYNKBjFLrbs4gkTTkATTQsbY33AXTCibIWOMkOP5SjfsynIk+VCtCrHEwAdAwlAKa4JIVEDKG8dJsPmMSiTGVLj03k+wqPA5KAB2W2FsADdn0XYJbiqzDdN954YzOmQARDnzCrv334wx9eFaCHHW+DaTneDC+2U/4qYIxtNE6p4A9Ycp9eDGo6RbimNYRRAQ4Y2ZIJA6b0Bnc9edm7jLDvBbiMl04tpTAE7jMAwvvmHNgxV4wBcIHBSm9rAEe+dY7EHntK4j5REGnduP7SLCemH+A1zww2HVAafc68+enqgYy5dZgQBw+Qk8JkHOKI+j8wQefsA+g6VUiPKZ/Zy9gCxqkvcb850fCmm25qnJc+BtaYWT9DU2w8PwnYzzPHiZlSSA/s2u9JIVtS7DHFofbg1NQpe8s1zH8YeI6PupSkbYlaDc1xHgMS7SUkwBYA3Rqwf8rD8E5RAGVRSYLImKJnjD2iji5tO+Rd4u+iwb6bLnDgH7vV1azhlKUC9CoHEwZC/3Msug3O0Kf7AQAFYGLKsFhDCqqOXRIRiJGkTNbMn6O4GGIMJ0PO8AGzfmL9sHPSWBj9HLyjNqArNA8oACwYf/nxa4l0n678aIYT0wSAWhMUufEDxJL7S2lzQowtFs96Eg5NrqT84xwVL2WlTwAA+Y1AEQDWladbFuW6l7T/21o4MgpVfX9CzEkTK3NEl3ZwOZoE87d0z2HXBIRTvKwDiznIXsHSceIxdkmHIvSFtDhi7rBsbSCcudyXawzopy8z5wAIF3kx1/YxBj4nnWLDP/WpTzXrCtiyDvuYaX+XXsLJ2Cc5bZL4/vKAIhEnDPIUxxCo4Sh4jiEdXIwzR9897Ps++o1jzTmaCnLtffOUNJwU55ayRgqK+xWhSBHy2sJR48iYx6Ud6C1FtIodsdemRrsBdHuabqfDh3SA+V//6381jhqyicPNgQPSp9RkHKtUgF7loAI8AhYAGAOrOhwIo+j9jvGlMG3AXYd/nIJICcAwYY4pZqktax/znDZtyRMGrinT5Je7H2OOYdyVNwgQiGh4z5oAvU9yombCnww3YA5oWRsMa8L+gLx/A+l+LyUFiEpKhnSHXeFx69E1AZmuDhkACIcnbDVWP33btxQOFufV3JSFlWHN1xLjCygykGukn5k74+4AJjqAiHyYf+Nu76RLEeAINALqxiJOHVDdxcIFYJaFlm1QjDAAxgmHNey9No3GGHCkkzgQ2FZOH+Y84N939O3rtEwdwqC7PuBmvXE4ygOK4nBPiXSlYNY4c/BE13aluthHHCbv3wXQzYFxk2JEp0yNwrmXtI7lCKf9bClr7DXjYG3RIcZ5qZ7+feL65oIesae2YO2XFnogpBN7NnXO6RI6C4suwjW0ReP/+B//o0lVfMtb3tKsFUy6OpFjqQmaKxWgVzmoMDZOM5QbjUVnCICqgA0bEAij+HXzOFVhYDggBBsELC+ZE9wl2AhGta2s0uN8jKQotc1kHUoYgoD2UpkDbkAQZS1PHODC/CcdBeDa1f0D6JVSQaRZ9QF5KQ0MK9YrgC1pDlvJK1/5ymafcFpEOAAa46Id5ZopSmHPfe+UEyyHCBYMO8bwei7rTq6p4k7zmjz7AOESzPaB87CWwK55NmY5SMX1MMXYwERHRCGkXZXiusC1l6hFWm26Jw5jOjB1CdCXk4GHAPQcViaVw/cm/9ze5RhMLYwzljn1mN5Nfr17E50wpxxaOsq95nv3FaQaA8CagzgkQtAndJa1FeAKoLs3tUlJfbLfOAtLAjH3bV2Yf+O7xX4WLfB9pwjQ6R7RrUQ+5xaKS3kF0K17e+n/NzBdxbw5XZmuMI6ve93rmq5aW55JsZYM77NWpcoKIoRb5hALAdvoFPyjjz565Z577mkMA6Yn7dVOUbBQKfjyfGsVhpYCdOTQoXMRQAPIAMSFO7GpQHqiAzlCvk+wp0CXOdrFQif/NW33ys4jW4jWlFhzDolnDFA230seb98W7GKOn1/yYKIuETGTOlJ+N5Y8+a4OLkpuefq+A1W7nBOAE/tsDchVtyd99r3vfW9j2IElIN8ZDG1w3iXGO3vZOsP89/XRBjg5EkPZ2TgKSfdKeku680wFRL4/KT7pmmQcgBs1QdK7HFzlJNbbb7+9+duQE0fT8UhUdG5djX3M8QWUCYDOuXLfXhypIYezjRWOAV0x5myIOZJahrL97KkI4sOaRHgM2Sv7JO1KrUnXHht1eeKJJxqHjS7meLbPAjlFqQx6lYNKDrGxsaJweePl4SoYUkZJ6gEDfGrhKwoHmMozAn5r5xsarxSSLTFep9jqkoK2Xih9rC9mnCEEOrCjDEvZaQNTyBEk8pc9s2sApJxIoE7Bodx24DFtQrcG6J4BiCLYYiA1gGvJdoddAsxaW4DFFl0TOEKYNey29WycE8VJy0gRE3M0tP+yugTOvjSXd77znRd6BzCXsqMuZsyeSetDIHIX65qUqCGHA8UhIaklCJMd4DF1rs2fde9+5fUjReI4xHlNe1VpXhwar12gG7Pt7xwW8zVXwtaXB1ZlnhJdXaO43tyk7/wWQo/ovCR9aQvSZimxLpJ7rjB0qUiatUOnSjH8fxX1JUPnzumiIm0IMUw8gm+pw+0OIRWgVzmoUFBC8sKVOiYImWlvh1UIEyiUrGiL8QCyfu3Xfu2kZg24SLEXULhmfnCkPIlviXZkMYZbn/A3RAA3bCPGDehi7PwEQB588MHm3gFyYMQaA2blo0ubkp8OsGHsgHNg19qj7BkILGLJxCg0TdcSUR4MHxaJUek6DGgNAVIZRveYNIvIrujAXAGQgDnPuHRrxV3C+IdhNCfmir6I8Q6YAo6HFE36vOiK4jJjJ00GA6g4dUpYPAB9H/AOQB/aeSWA1P4tWe/0dJ/q5Eu385w+zwFKNMjY2jf2ke4umGSpJNjJfc4Avez5RDWWiNgFoKdbk3ttM+ZrAHTPaZw5AelStKZwcqVFWd/Sg+isYxc65rrrrmvmxf0v4ZBF7OGXvexlDaH1l//yXx7dqUfaKDyRNs308ykfZFQBepWDCuUUJg5QYhBsKl4wcIXJ8h6MpgIQjAq2ZovjmJeSHBJE3PcWfbMD2ozfEuw34Oq+AQVzMPWAlDkSkAJE+AmIAxOMG8Natt0DIr2nNLKeQYEowGdOjIsCJ8DC8wirygNNuFY+JFDAaIroSK9QtOg7rVnOFsAP4BlnjM0WwJWDBzQBQoBWCVzWjC5hpexP4LDsC7+2MLQAo3m2rgHJHFVPUkA4pnsDMIRJBsREQjhqU3NWhwJ0rCAZGnnIc1lfWdue0fqf0l4xwuHEmLfHy/O7t/L+coDcvudyj9bjUkXD7o2j7D7pG1FUDrHn9vz28NLdgwhHQHTI2PvetQ9KolPtJWtIJOgUAHoO2bNv1IUtmevtWtacdKm//tf/+qRWmvSja9jfx3JGxVSpAL3K0YjNKUR16623NuDKiX9PP/10A6R4xopJgQS5o3I9hx5TfUhhYGLAlwr/jgHoS+WfU3QMJECLRX744YcXuS6ABPSWzHPZB/dnf/ZnLw4qYrzKkDeQWuZuMuLWBIZRZMa/u4w4AA6IW18KaYE9YJ/B8fuEa4EOhtr3uLYuNsCBQmYghiFn0AFIaReY7a2Y5dJBKgH6koe3lGJOypMCt0x58nzmCfhjsM2bMedkiYxk7XDsh/RQTnGkuYvTp2OMotQpOmUIQLeO0pFmaGvEFMJ6ngD0rGcOqTFRoOp3wvjWq7HikPrp+Thsvjun4Pqd/eRel4r22BdAG6ZyyXQC+47+FLWx/zhpXinsXUuMrbXF4d7iJFNzZG0A6Ev3dl9D7P81D1aS4gqg//AP//DkKIY9c+rgnFSAXuWohIIHyoWfpYZgKNMLW24ogGbjSoWRs3fsPU9TOEUAjK0KNsvw+FIifC13l8E0N0sYE8WOwJLIgrmX2wjAhMUGhgNsAAogPSAcm4YV9/+xzDF2TpGjotCcaAr0pb0ikM4plOsNHN12223N5wDzHJ7CofQez0CAiYChLcV9GDvOylr5lgAYJ8b63SJFK2JeOD4KFNMpwjrU79zcAWzAG+Dp/qQppZd+H3vMwbc/OHEOO1EQKUVKq0TdIMaw0z6XIspdzHhYb+tqaL5uOtRw/uKYBrQbB86FNIDsDWPAWeC8eb+9Yb+UBY9hpb1/qWhLDtpZuiuVPHlRrRSKzpExbRNFxgD0rfqh06NS5OjUXR2IzkWkVpn75zznOQ0hF317jlIBepWjE+zO5z//+ab3sbQChpQSwxQxqAwswOCnfLNj9ZSBvbRKc+9rd70oxZgxNJQcAzf1SPBSMBlynuWbYtEBo7nhzZzWCYQDIgxpyXqnEDB5t0s6HJ7F2knBJRFWVSTGQTBmMZbADObOOix7XOv3DCQy6O7fWG+dfoVp1AuY07qWMUtrReB3yyJtQBMAtkbCUOvQI0WF88u5A6rNg9MngfQ+cY3Xv/71zRwBAKJ1HPwHHnigSanzXW94wxuu3HXXXYOfMeDUve3SQ5w8rzEgNvfAmQhLHwfWS5RMylZSdZLD6z48n7VrLwHpHEcve9he44zmM3MlDvTSEU3PYA+6z7mOLybW2O3q915+r73OmcspvWuKZ3z1q1/dzAlCYgvW/thFSuFznvOcRh9XgF6lypEJlk7qAWBAeclH51kzqHLVKU/GGFjUr/oYRQ5zyZ4vfaz2Lkm7PSyQ/utLAPREMXTywBxit+aEOhld+d/ABjAh/YcBLQ9MKrv5rCHJZfa9ip+AHcBHoRJGEjhgsLXd60qXweyWTBuH4xD1EdhbKRpriH3mucwRcLylhCEGbEtmkQMFpOuuA3RblxykFGL27UfgHJPKsU/0zU8gX3cfgEzKxi4WvpSwu/v2VwD2mM4rAehScDiuAKo9435T5Dn0PkvRphKLvlQ0b+l0ughgbM49a9JypgrnAUAfIhxweoBuME5rA3S6WmqcdcfecQ7OqTVul0iX+rmf+7mLnvRL2a9Tk9oHvcrRigM/KCuhYcwWI0UAOMwqQyW9ID2Qj0kwNowK5Qv8ARBbS8CU0Glats0VoCEnK2Js53R1ATjMsWvqea8HMcC79umqEUy5nHrRBgz03Xff/T1FbtYbgIB1TO/pLikPStq6H/oWAgSbI9GDtcFKH0BvnyxoXhSoSefAPEqFI32nDQPeec8Xv/jF7zs11/OlIHJMi70w6GW7zi4Jsz+mCDCMcU49jUMxt5Vmim2XikaVufJLC6DKAc44z5ExrQBzmNlWaS6iecgAzymac4zdsrYUNuD//u6p0Tmp9BylAvQqRyuYk2eeeaYxrgyc4rCEZXnUihaxr0LbOezoWEQLPwwMReteD1GdD6z47pymuZQAsXJZOR5llGCKCMlrebd2X/i2YFsVoBLA0/yIODz77LNNDQRQbq15CbNqt6hVZvvIcWIccuw6tjO90S+DWL/m2F6URrKliGgYT5GLrlMWAVhRA5Ep82L8u/LjzaFUGEXAdEbfKZcBZUPBYNk3fBdotv8UALo/efO70nBKCeDNgUXAqnU6F6DTp8iDpVIDw/auASrDmu+KjKwhiCG6M6TQ2sJB/OQnP9mMJYfnhhtuaCJE5yz/5rvRU0TKVvNwbFIBepWjFqwRwMSjxqblaGHC0AKhQpdpl3cMQpkIy8XAbp0WUEpSUAD0MF1zBViTTw/IAG9z2flDFEW5b0Aa4GlHN7Q9+9X/f3t34izfXdf5v3+DljVTQynEGRAZEUjIaggJWYGELJCEkAQEAmSZEIkigiMjljOjf4HWiCg1GJiEJSEIGCNJUBKyk0A2shC2JCQRBUaZYRws0HKp0V89Ps77etLp27e7b5++3X1fz6qu+/3e28vpc073eX1en9f7/XnXu5qr5b3aPq6jAeJ/+S//pUWuut1j/N15WJEE9RF9Y0AqhjOvY7oZii5loIngrVzivtxzQmkzt9dnv1bD9FPkbThbLeIlquB4KzDdjGoxaJZgEkFQ4lxh7rhIAkFcx4nbL5JjO7cayNU5Vvcj7Im27bRYLOzPeS0uU++9DxFVAr0iQovCPva57g7C+sbsoe5YuvMY0Oks1O1aNU9k3V/1qlctfL9Oe+z/5//8n81MWTYDblFEoIelxxcXZ7OEVRVeQv78C1/4QpuWdtGbNGfYJyrPffERCgp+FrHi4mYQmwQEEe1LeV5wnQknX54KeVcJIqf6QIvYjIrUENv+9p73vKe5sgQWh5Abaj+ef/757Vws4cXhLQex75iLbVAgbdD1mte8pjeR7vyt97ITg8zN4i2FY6jzinObO84Rdmy6Rb+c4lqHwPEcF9GpBYE87yTRhnK2h+Myw5RjXgMJswI+M29729sGv/iLv9iEkpjesLNeDmoJdI8lqrdby+L1navz6oDVp0CvwQiRvMil251LFTlZVMwFBCmR7pphgHbuuee268m84UrryFUL6C27i37wLo25RKCHlYBbrjjUhVhbtLqYcTksv66oxJcNV3FcXrhvvLaBQi36YYGlnUQ8oHLVVlebJ7WiqwhI5WRXAR1oXHRd/LdaZY4zrlOGvvsljIh3oklERjvQ4e4cBot9noMiXS7exCZHeJ4LhXTxPgyGOVmbxUL6goCsAsxRAr1mb4hCA0UDKR2efB9wzHV4sY/keQktA4xJ1iAw2K9CSqJ5nOh03Amqrc4hwrIW+nr/+9/fuseYjfDZ5JYSSvqZi1FZA8LrGuDbB1WYXO0zmRXbhYuPecXKRMPchlf6nJf4r+4wfbnJm1GRp26bykVgVo9IZ+6IbhmIH3/88XPrugP5bp+HZV/w7/7772+fAbPj3cXJdgtpsxhWBsWJvqQ5QIpGdXbherkRKi7IRAXhtFPCmINXLcwIwL6Xip4EX8REnQsNIT3pQilbIQtLnOg+QPReeumlg2WH6DNdStRWr/VJcLF0MSMKy5ElBs3YcNM5PS7ozk+zCgRWH5EQx8+xhIW75nUsR2HASyApxFxka0Vw7g1yiLNRC+powcpVNfj0WSd+nYu+AzjozkdC10BKfcC4aMvwjJP96zuGaDbg9959ng3CzOSVY+y7xv226rghriDmIhZW54RtrfOkFuNxbhIibjWrY1Dosb5H7IftnlNe0/H0fuYl0B0nx6KE/7wxW2eAYjZEzcqiUGeDRTrohXPOQE5XlxNPPLGdH/azz/w8agfsx0Xuy1n567/+63b8XWMYQTtteC2aOOhh5YpGOQzDRaOmmWWJXdhcOLloO4GpayN+Tr8M8zLg4l6LCs3bRSdyvV9O6zTdL3YKIocrQ9hNGz2qgaC+2YSSc6/yqS4eBIQYgvv14fZ5bk4awel4buXcbgfC1rniPS5qddRJ4y2EYO13sZWuYLGtVVMgIuICb+A4qRitFTt9nxj8eP+cbO4wkWDGpOJrxHlXyG3VJ3y4w4zvKo9lPFx88cWD3/iN32izgc5RQtq2e68Ggl6fSNvu6p/cfM/lPc2rW5Lz0fvoq5bEII1I7kYbFwEDwqCc0TJpYe88sT8VZpsZMvhnDpx11lm7rsPLPf8v5iLq43Oxm4hADyuFDKaiURdlDl+1TquLOVHsy1TGbhHFel1cRAgHQsoX6lbZ1EVSGWJfcvP8gjd1X4WoXMt5TsP2NVi5/PLLW6u9WSG0RBW0+XPxNmD0vokfP4kqgn3ecIQdOxcpC3n1SYlzbuuiWyt6XQMcg6BRq9V2Iz2jLtgGjWY8fA4NlKfpoFRuqbqDd7/73YNf//VfH/z2b/92O97cbIMwxXu/8Au/0O7HPd+q2LLiX1t9HxDkXHYFygQ7N9/746ZWbc12v1Ocm74f55nnFsOoItw+cA7CzMKoLkp94RpDJBss7oSLXmj/Kd5p4G875NJ3U4eXRx99tA1Mxc20DN5NRKCHlYMoKoHCsS63DRwHPdJdnGXVF5mN1mGGeCAKZllApE84XBxB7tm8i45cPAgVU/nytKvAdt2+aumnf3p3AaP6NxE0T9dN/lJ8ikCX/a9Mch8QQTXA2IniUOK8WiyOWpyGUCnRNqq7g2PDlSZsiTrfA5MU0hoYVN648sdEM3Eg537hhRc2scR5JkYJc/cbVwNACMuZV6efSXBfosRsQK0SWj35tyvQbU8tpT4v7KM+28gaIDrfq13lIqn9tOj8+zDOM4NEBoOBg+LwRWfjd4p//Md/bMab74J59MNfJSLQw0pCHJV4EHWpjgpwcfYlRoxydV0g+4YQkCElBFyIF92SbhLK6Z53zMUF2qAIIhiLdLl2Gu/d0vCcT3SXJJ/XQIgw0dqRe0aY9r0UONFbhY3TLE3fx+qhm4nfbmTL9g4XcxqMWv21Orvogz5udsdxkz3nMBsAjCrG5KCLG/zX//pf23Hgam+1umUVthH50+b4K24jQmKAwFHfbv5YRt931Tzz4gYsHN0+Xd3q/V77ZFHozuQ8rHaeO4lInmLoqn0Rd+maU+vMgw8+2N63gtmKjO0GItDDynLNNddsLCaht3B1EXBRV2Aj8iK3eM455/TeoqsKB32J14qEy4bsNfHBmZz3lC23j4vmIj3vAcCy43yTHVbAxEGv4kZZ5XlkJp1bohUc25tvvnmwiEW2qrh4J3rUb9Vesdt+z8CcQ/6Wt7zlcTMWXEffA46PwdJm7UBNm4us6NxSg/9xrrjPUEVOtuqqUgJ9llarJUbl56ujzXYxELFftxpYTAN3myExr5VJR1EzJot2sh03+15cchk6VdnXl1xySTt+tk2XIqtprzvf/e53NxZxUguyW4hADysLMeQCzNny5amzQ+GiRjT5G0HaZ3GN6e4qkOS4LGt1vAtoDR7mXUTL2SsXeRWKRfvAuSaaQEw41+yHGrjNiucQG/K8OojMa3GZzSBEDAa4vdWec5Fwx3yWCeRRq4d2xbcaAO3iOP16oVt9cbgHvc+i+0G9Srfvs8G0wjtxgeqlbh8b+I+DOK8i1Ukd9FkEeonRatk5jwWKDGgMgObZO99nX/TAedMXijXFHKpgcFE4D2s2dFkiJfa3VUfN1DqHza6tSrRwOzzw/2bNFl0svJNEoIeVhqOgRzWxrjC0K4g4uoqtiBpu5ste9rJeFnXRc5kgI9AIhp1wHaeNuRAq856SrmjLolvyLQO12h1RRbTVKpDOyVn3s4Ef8eiCrIZgVMHkvCFYQZxv1T6w79VDt3p9TreuTtqtEiv2+dlnn93arHaprj0QdXnjG9/YZglE49yXC67zi+JM99uqr3ytvmiWZKttLNE6rUA3K1hdYiqiNw+BbiDiu3Kehb99LlRU2H869owbtPVF1SMsy0rVcI35wz/8w/Z97hqo/mnZFx3aLg888EAbmGgSsVuIQA8rj3yiL6vKQHddNAVRpupddLlZXPZ5ZglFZxTUeU4ijUBfZogKFxwDFXm+7eKi7P0TOkTPooTksmFgyFUVH9CruGYTiCx9jKelipxlhWV8q3Vgn/h8cNB9Vmr7lzHeMqoOQAFntYM0yOjGrBQW1neCgbRBlGPi/XqvalkU3naLfScR6Fu55wasJbKnFej1GoQ0o8EAZB6LFIkBEXfbXY20S7Ww7KsP+k7DvRexIIB3Ooc+SqSbFWVC+Q5adBHtIvne977XFhKb1wq4q0AEelgLTH1yv3yBWjrbVLkL5GmnndZW9qwltuX1ZhFMm9HN/xkIzGMRib6p4loCfZbV/+xLud03v/nNg1/+5V9uriRRREAYsChm201wuok+8QHvnaCWFa84Chd92gyxc1YGmfjhEk8qHufhnuuv3mdXjs0gnitGMI1Ah32uBkCsrQbqHHXZc465WQyDdTNqIixEF2GjkHTaVVInFejVF995MO2CZdxaot5+YED49zwWFuLG+16c5wJqtV0G68skYOeFwRHzxftbJhe9uP7669uAy3eQQX0fK7qGnWH3tFsIa4/e1i6KhI3CUBdt/+c0cDVlTIl3q7MZhWsPuB18aRNSMqI6LSw6HzkrcrnECvHA/e4uRENsyuoSFQS39+UC7KJuetxFgDtZsQ3CwfvnyusuYhp+FQYp84RzZf94/zU4kfcnBMUoYEXK3/md35ko/kQAKoRyjJy3ixDLjmEVX2lVuhNw7+uz5DYLzmV5XPvwp37qpzay4oSu6XHHRXxmO+/R58ZzbBU5qRaQszjfvrd8f3msKM88sG858jrK9OGgVzvIea1Quiz4zPp+0w1ITcg8C2zn6aQ7531X+P6eZpXksLxEoIe1gcvIbfy5n/u5VsjFkTMtZmEaRXY1DSuLrmMDkc71nhWCRv7Sc/piXPSCLrNiWt+KmBx0kYKuQPdeDj744CbQq1PFKOxXDqRIzzym3lcVF+yDDjqoibVbb731MX/jzBrMGNQofLRftyq85H4ZRBKW9m/fLRVH0Xch6lbxlu0UWRMrV1555eBNb3rTRnbbbIbWq/OoDSFAqwhaXGwziKXDDz+81WNUB5JJIXTFbwjdWQcqozC75Vz0+Z+niPZ8Bj6+b31/rJtAh+tHCfRqKbtM1EybmhXbaHA/r4Fd2Dki0MNawSXvLmhAgJc4r3gH4cn55mr6YptlyXQXUX2TRWkImp1Y0GU7cIQI9OpAU/vI1LcpU0JR3IBQJEq44t4nwUCUuy0idrHMcCS5VdxUt1GLyHC2iEXnywknnNDOtXGFhSeddFLb5wZ8IhuLgsgylT9PQTgN9k91Z5g23jL8PGaFKloi8jLL53szqtUeB3pcMbSWjrbB52jaOEktcuX5RRZgQaxxA4JJ8Dn23ehYz7uQ3fdoCfR1pL4fDXDMnJrdWDYcWwZArQ0gGrVMq1mH6YlAD2uHKm+dVQhoAoqDJXNacI+5Sb7IRBBcXLoifhJksGWOXeiI1+2IiklML55FAABWkUlEQVRxwbfwEidHO7jue5oWswcWcyHOzSi8733va7/jjC+jQ7SMcMQNYgiwzToLiABxcA0IiRf1D1dcccXI+8qqq5OoKfVFRoWcB/K1BgebbV+fcJwNnA1eZl3kizj3ea6Wc+JB8xTn3daH42IOnHNFqY6jbZp20OM4+M5iNngvtTrxdiHQCcs+ZkgMKL3fdc0/O4aOAUOD+bOd794+MYtnEOm8OeOMM9rqo+s4o7FbSJFoWDtc5LnAMuHVDWN49TF5dS4wF/R1r3vdRuHXpBgAlJMmy75Va7Z5oOBNpxQXiXkUY9luF1ZunS/zdb249oE8vq4O4j1c2nFuqo4o1XmAuzuqj684xqmnntoEoGMrNvOzP/uzc1ugZiue//znt59iNTtRQ1At4rTRm/Wz9PKXv7wJk4q63XvvvXPeyn8W6JsNIkRTqs1judQy39PgmHudaltqkDcPx9YAyICyj5WVHTPfseNicasOE8e1ZdprxSJxzql9cV1ynA1Yqxd/WD0i0MPaIl5gmo9zSYR3BagvMst2c0L83kJGwysRjruA1ip/XKlFtVaspeMJvmlzraMgGnW1MA3qwmrBi3XswtAHHHEuqQHOVi6ti7o6iELGnMAv7HORCOcpZ9biW1x55+N55503OPnkkzfEWh/odlKibTs1GduhVradNX/ONRTZ8rkmzvv6TJZAH/X5c/wcW4N+3yvMAcLarNQsr1GfxVrmfrvUasrzdFSdNxx/57g6jD7WmVgWzJK6VlTx77LifNMz3rWJGcAUCKvJ+n6awq6HkyZ6QOzoiqAd4Ki/uwC6eOn8MsmiMuWee16Zvz6XuC64U9wvAsSKevN6TVO3Vlr0/KIz3f7RYTTOFQ43Ju0GQrDVIlEunAaMtUKk80m8pRbiIPj/23/7bxsFpVzher2+3GuuIHG83ZzzLPjM6d9M4H31q1+d6TnqvO120pk34j8GsmYYhguj/f7cc89tESWDtlqxV+H4NHnvUQsUzWMwDtlp4m2eXYF0MPqZn/mZ9t1he9c1gw51JjUYnPcib/PGANXnQFRuHgtchZ0hAj2sNUR0rTSq68rw0uuiCR/+8IebMPGlS6SX0zQKX866Tbjouvguqjj0sMMO2xB682yRBgMUjks5w9NEXcqlkcnfTdlzjja3uy7ak2DquYq2CGKRDLMxYkvOP8K84hAcSXUGigNdbPuIa3SFm9fdid7n8HkyWOE2z7J6qWNR6xH0OQNQhee+UwyWuf4GTwp73/rWt7Yogb9dcsklG+Jancc01Myc41GrkM5LoNtPBPo8F3rhxjtv/HQM+1xNdKfxHms2YxWWm2c+ffCDH9wYLIbVIwI9rD0ucDLno1YahQuWi6oLjQsr4aQjwWbirKaf3X8exVtbYcBQr9vXCo+EDTedE9hdfGkrTG+LB+lQslsoN7sc8UnhvF566aUbEQNTz69//evbPifcrZI3jEy2c7fPjjkcNu6w97XZeb+I/Pms8RYFrvZpOYZ94vNutknxOce81lXgHOuCoyjPsazc77QriJZA91kkeAnqeX3HiDLZrpq5mQcK7n/zN3+zfRbsg3HmxjpQMzy1oFYIfRKBHnYF4gJEaK00WguYFFxpIp1YETcgOoedZOLdVDqXzxS3qMki0LmFcPKaBFsfKPKq3O40y0VzCL/2ta+1yE2fOellwQyKc4XwmqVHuVkX51kVYjrHPF8NIHcCBY+OoYFsucSLotp5YtZOSApcFU7Pc3XMUfj8ex3H0OCcILfviNOPfOQjg/e85z0bMyCzCvTKn1dR6Lzcc9Tgq49IXs189OWgi/1wrYeL/ReNc9Rsl22Z50AnhFFEoIddg77SLnicHs4lIdotiuR86chRK2da9KErOrVPq2lcrtYiFujhanJaRWr67otNcGCaqn8On6l4kQ1tJyfFPpRbNVhapdwqt5dj6/iP69wyDoNA088u9IQY4acl6E4W6BKcVvKs/POisC99xgjbWXo2O4dEZMww9B03K0EmZqbo18qw2pMqRlc/UN1nRIbqszCNQHf8u8Xn8xbo9ZyzxIh2WqCb5fR92/cgbJLvSO/RYGfRg9mw+4hAD7uGKgolRggRhXq/8iu/Mvj5n//5tiy4LDChwOHklJkSVliqM4EvZF0iChfkvpGZ13oPemnP2h96WoHOJZ5GLFZhYS3iMglcPKu5yvBayGcnohXb6Tay3ZkMU+X6dNcsDYGuJdpOuXJVyLjoQULFW2ZxzwmkKg7V/7nvRVnEubBVIa0Bq/1o8DpNBxffST4HBn41UJpXBxfof+47pI++2J67zwJjz29f7kQL0GEM0Hx/LXO7xbAerP+cdAgdfMl/4AMfaG64XHe5XW4u+ET67/7u77Yp6zPPPLO5ezLpLj6cE0LGF/S8F0AZxmDA67rQK/Ih0PvG1D3sE0JhUqeNS2jfETCjctSjqDaXWgl6rUmFqf3BdSU0Fr2an9eui7JZDQXHtpur5zyxvwgJA0ADPU65Qc9m2ykzbR8oMjSLYEDmPFRMOk3x6TyY98qS064eOk3+3ON0vjHAM+j2Wex7cS0DqRqcbZVzr+LOWeMtzhn/9t7m2YGD6Pc57aOOxTnu+RexHsRO41x1jOs4h9AXEehh10GIirLoXMIp15OaUHTRl02XP3/ve9/b+lGLYOg/Xs4NceAC2qeT4/XKOZdvlU9ehIBycXUzYzBNntw0vC4zNT0/KcTHNAKEkBc7UuRLvOiiIjstOz9tt4xZcK4QIraj654Rb5vNANifxLaLOiE5PEV///33N0EvcmUAaJCj9znBqQBv0YJnkQ6692qWaprVQw1gfDYqt26fXnnllb07qwYSFcXZ6lyriNi0Ebj6/NRKnx4/z/dVn+k+Co658vbLtD3fVxGfZ8e4Zll3w3sOO0MEeti1ED8uuG6+dAk94siXLyHIadfqTucXLRiJZLc+W7kZIHDOoQi12h8uCoKA4JxGoNey55Xp72swYerf4IhT53hwAzmN9pn+4X0PYkR4iGhFneIpIhX2V0Wg/M0F24XbNtofBn+cVzcrTIrG6J3edWGde/LMr33tazdiFEcddVR7v1bD7WNp9mVw0GXHYUZqK9HoeKvHEAVybto3ajL6bD85qnPPJDNn2y0QnfcCRQUhSfTPWjsxDpGPVegPPq88vAF31aMYZIfQBxHoIXQuMjLqFt5wsXzb297WhAPBVYJeIVpFQfqAiBMxsaz0tddeu/BjU0JpGoFuf3icxyh4HNdPm/ggYAgFLdksZ493vOMdE4lI+8RNNweil5tqZT9irW8h671V//P77rtvosfYTkJUZyA9z/3bjWN83XXXbTjH9tlFF13UOvZo2yc6I1/NuTWLMml0aJUc9Eny5wY8ZrZqHQBOLeH7iU98YiEtTiF+pIAWWx13+2+WiIvXqJWMS+TOs/+5bTL7YODoc1NFrN3jXf/e7KfP36jzw+8romag2ucgfVkQeTSYXnRRddhdRKCHMCQ2LRXOzazl2CtmwCntUyi5cFrwx+stKtYyTE2pT1OsaDu5c4SFnt6bCXRi9RWveEW7sL3rXe9qYqsWdHFhn6T9m+0ygJHRdzyIAdvMca6+9AQ0sc7RJno42QSKgYHt++///b/PtFiLx2KagYDz6Y477mg3oojQtO3cf4XJHGADDttjkCN6xVFXnGzfuLkvp8450VfuftFFot6X4+FcH7d6qIhZZb8NWtViLDqf77g515xb+pOPw2yOGSgudbVcnLb/eRVbb0eg+5z4LhGXq1aW1XnIOThLt5WKv43DZ9pz91GIukxw0NUwuZlNW/cBSdgZItBDGMKU+zvf+c7mjoi3VDstsYSKc8wbovPkk09u/+aY9t2RYiuBPm1P8+pGstn0OZFl0OPiXdPh4h7yxxUN2UqgGzCZ1SASbKd9RrD6yWXtvgdihDj3s2ZAyvmadSVF2yfzPmurN+KL0y9f/uIXv7j171ZsKlNvUFjCU/Eo9/XVr371Y4pSDWwUMPfhHJfwty8XgQGH/WGwM+54iHk5F2+66ab2udwJap9MEg2peIso1jSirQS6AZ0BgRjVLCsG+xwSjQqYfaYqKmM/GxTZpnErBRPWm7U9LXE+Tqh7rIH4ugt0M4DOS8ZCzQiGMG8i0EMYAdHggkyc19RuX50iCMlTTjmlOdCcaGJkpyiBPo1QK8fMhX9UwRTBoQjS30U69JAukUnsejzxvZU7WV1lHAv7iMgnbAiCrmBwvEqcuC/Ba8BD9G6nmJTD7bZdl9k+EtEQl+CUGwhalZITp11gCTWRF0Ke2PL+nCd9CmjHYlHCymq1zgsxJ2KdOz4K7vo4h30R2D5MUgy4UwsUEcbc8mOOOeYxAps4v+KKK9rg3/tw/jrvDDSrpgb1b3/fTHx3Z1lG3TjzBpFmq+bZfWYZsZ9016rvoAj00AcR6CFsgtgEXHy4d5uJiO0ia8xhlsX99Kc/vaPuE5FWRZiTIiddK7MS2sPtGYkD4twMxIc+9KHHFATW61XUZRzEi8eavie6P/OZz7TfExRccuLgZS97WXMezXRoVzjPgjgDCVnkeTnYxJNuQQZnihBPOOGEtt8r3sSpJNrtt7PPPruJ9nl2jLC/RB+03SOC7atFdMPBxz/+8cErX/nKdt4rivb6IkoGiGY5fAbKXe+j68ikcEkr/z5JcfgsAt35S1T73JS4nlSgG4hqDes7xGes4njOH2s1+IzYn5Vv99kxUzNpDcU0EObOqWnWQ1hlDELMVtSsZwjzJgI9hBGU6IOLHrHXF4oFvZ587U637JKb5bRNWvxEtBIH5b5Z2bG7YAkBVm0RtcMbFlsVF6m8/1a4P+fV/Svj6/gQNoSunwS6fTrvbhU1cOL6zguDDmLVgMLgooSW35VjKftOWBGLwxl09/W7aTOwzjfCzuDKMTQQmGeEpJz+7vb6HfFWN+/JdhvcWZegMEjwd2K9+ssT6iXYt/o5z5y+HLfXt+1maraqlZhWoNv3Ph/qJFBL2YvWOc8N4oj14Ty77ybHTz1DN47msydeY7avPoe1+nGx1UzVrNTgbrf0BzfQse/NfkxaQxPCNESghzACF8DK/3LO+nQWCQrLhS/LRUc2WmcUMZKKvFROnFAol05XEqLSBZn7yf0Vx9Aa0EDDzIOuNLUPR3W/mVage17CpSIscJxERIhVYubSSy/tZTlzzjkROOm2TgMHjri0mqiogsGAglGU+ymzP9wX+6d/+qebSFBoalZhUqFuIGAVV9GfeS5c4xgQjt4D4W17vRfnQveYDVO55opaOM4Gc84p555bzdJshYGZfVmi3WfX628m6kcJK69nVsdiSDWbpMOOWgDv0WMNqgjxigb5vXPDe/F5sH+rPauBo4GWfeBn3YYHXYoPOfYGBI5RrZRKcF9//fXts6bewufTOV7i3Gtq92cGrsQ8Ye44aE1p22yH99pX/MS+EGFbhtU+F4HvM4Md30eMiEWsLh12FxHoIYzARU5varEDC8bsFlxkONAEEneV6AOhQijKj8sPy+ZzF+G+H/7wh1vLQ3lMbSqJImKEo0hIbLYS6iwOevf+RIie9QSICJIiyr46ndgv1cmlD/TY9n6IdK0WnYPaelbXmHJnC85dzXSceOKJTUAaCMnGjpuJ4dYee+yx7d96ss9aNDsK+96KqCWmCcjusbVdHF7nh5t/c3qr2JfQ7M6yELZmLOx3P7v/HvXT6zkX3GoGzOsP77suBGUJeq/tfPUYriiBTYjdfffd7TPgnC7xPuo5PZdj+Pa3v33iWoXqmGRgId5EjDu2PktuYiPEr3oEt8J7tr8cb48pYW4fiF6IY1UrS3hfBn19CWiDPdtroLVbFvAxaCbQ7esI9DBvItBD2ATCgeDbTRBKRKELe7dYjFCqYjARGGLIhV6W1QCGiBRh+ff//t9vtAcEwWOxp81E4CwOOsqNlaEmxLz+Rz7ykd7EOQggkQOvbX/0USvABfX8Zh6IbgLWIMn/iR/OqQW14G/aN4qHEI0EJZEuHiGu4nGy3d2uMyIRokCEHYE87ywyl/Y973lP2z8Ep5+Vq+Yqj9tno46d+7tNGssgzLuC3c3vCO1RAr8W5eqeswS5Y0A42ybnlQFTtVpUdOn5Km9dot39DeLMLMH+5bL7zHgPPgPOX+dq/fS7//Sf/lN7bscTjteXv/zlJvgMgvXNt22Vd4bPnnNFUXE3/mJQfdppp7XPU3d/en337XNRHa/nOBk0GrwQr+uOGQ/fP30O3MPuJQI9hBWEWJv3SoOFC3l1Eyms1FlwEwk8nSC68QCC5Ld+67eaQCFaiHPbOG5hp2olN6uDPtx1p08IEK9LnJlNmNdCMqNaC3K5RSTMDigk5ZBycIn2ak9Zq2mKFRx99NEb2V9ij1BzA9Fk24nSEqHuQ1z20b/Zca+BlG0ct3DVvPF6bpMuJkacdwW7/eIcK5HrvJILr5VEdd/RscNtM8d0mn75xCzx7LV8nrw+99xnSLzF7/29Xt+/DaC7MyvdqJfzoD4bZiQUGLsZyC0iI22/1Cq66yLQxy285DvgzDPPbOcRJ72vfH/YnUSgh7BicEHFTDhun/rUpxae+azYyygIwWkuzLNGXMpBL/dwUUuM67TDHSTa+hLoMBtRTuQZZ5wxuPjii9sxNzDgkHdrFkRjOK6cVgKNUDOA4vbaToKRWBtefIqYqHqC3YrPjgHE8CDCeWUAw2F/3ete1/YToWZxKRlusxUGIc7HriNeN/+3v8d1oOG6G0RVbt3xI87NCnVX7TQYE3FxnMVZNpslsghY1SsQ4wZ1ahsWWbzoM1GzFauKz4tj6LOjw5Dj8+53v3vkfR0LhgXDRMwlAj3Mkwj0EFYMF3bT67V0PLd7XAs4mWD3lW9dNspp5UBNEhup+5egLxeRkOordtKF4CKiCJG+4wKiFW9605vaxZ8o596+4Q1vaM4qscZxLQg60+0GR9oXisLIgSv05WaqGSACbbd95H3In4fRn6/qplIxr+7PWlRokk5HjqP9TSRXtx3nqQFmFZvWIKnb/YQ493suPbdc8fa42Q7bYkBQK+vqob+olpnDAxvfNURun52v+kBURbG54/8bv/Eb7bvFe/HdtN9++7VB8CgM7sTMHEvHKoR5EYEewoqhtzFHjWPmouIisplA93dFhy7eLiTVO3xZIBRdCF3Qazp/GgddnEHO2vsjSPta6bUQ2fF641ZjnBcccEW5Z511VhMAXttx1mVHBEMR87Cban+KI4kO6eNfRYXE3h/8wR8MvvCFL/S+3auO/UsME+M+M2ZNiLbKtHOH/X+Sc8DMxbjFpTjx3S42fhLjZqkIwkkLLTnnVZhrELYT4hyVo/dZJmxXqaOLz0wZBeo01BqIm5mVOumkk5o7Xu+vi0Gx2g/nxaq957DcRKCHsIIoApT3llMeJ2qJPE6Wdog60rjITNptQKTCc/e9kiPRXQJ9K2FRgsXFsCIEhJJBiqnmvgW6i7hYwrwWK9oK+17rPCKBc06ga/VHjCkalC0ehrgUfZKJ1WNbHlshL9c9bA2HvFqsGjxuNvPk/HMeVqeZ4X8bRFZbRb+vglTnjt9xXEvUKUhXTyDDPUuhc7eFZdV17AQ+nyJAZm1EhFZpRVGDIwPic845p806GiiZgTKb4pyQNVcPMpz9953l+Lmfz9woER/CLESgh7CicGruvffeLe9n2tWFgwv7qle9avC+971vy6Wp9fXl0HPqFyHQZa0nyaEbMNQCNkQJh9N7IUoX4Wq7EHs9kQWv13dhKhxjAl1MxQ1E3LgMPGEu/iTyoM95xPnk1D6GAtzNMDh07na75EwD0f7Wt761ufHVZrI6x0yLc7E+F/NsmzkLvjMqw71KAh0KahkaBsNmqXy/qPc4//zz2/s55phjRg7YrL1gYNRH0XXYvfxzH7UQwtriokNoEwGcoOrmMQqijotU7nm33WIfTFsoSpiKe1S3DKJEYV0fCwgNUx03vF4V5PVNt5Cz/i0CsZn4MRgzEHMczSpMskR9+CccU652Ca1xAn27qCNxDjumBgWiaP/5P//nwc///M+3OoLKuk+Cz3MtWjRJ95g+MUAwy9Qd6KwSZqXMxPneM8hVpKvdroJbM1OjIOQjzsO8iUAPYRdABFx22WVt+pXAJNI3c5xdaNyPU6zndt+dPixwUi3mJsEgg3gpQV4u9iIcdNQS6oTwInDxVyBai/tAtKn6bXch+GTWubMGMstYGLzMDIvKPjv1KDaGgZQZmRpwOq+sACoHPSk+sxxcn6VFtrUcBXHru2PSlV+XEWs3qOWoQlfRQE568uVhkUSgh7BLIAI4QXKiIiU6FlS3ioLINY0rQyomsQhXiMDmSI9b7XHcYkUl0Kvgrm+4916z23Wjb7jgWr1dcMEFg3vuuaeJOi5r9z2LSpj5IIzkznWBGdfmL4wXzURZn6thctDL8a7j+M53vrM5tdNmyeW9uehmABYRuxqH/VadgyZdTXXZIMRTUB12mmTQQ9hFKFCTlyTkFMJZ+ZNAqMI1zmsJZaKQI9c3w4J7K2oKv+5fQmZRjrbXM5CZpM1eH1iu3YCGEFf8qzsLLGLk2NmfH/rQh3Y86rAdHFvvRSbbyrUcZWJPK0nvz3lK1Ir5iFTIDpuB0YNbhttg1E0kaRrB2nXQHeMXvOAFbcbEoGze2e6K0jhO3q/X8Tmsri/T5Le7fcd3+rj7zrC/fB51kZp00agQwmOJQA9hl2H6+cILL2xT6JyivffeeyPvStQ8+uijzaWtJeWXTaAP3786t3gP1aquTypmQnzsBASnbhMWzSFctQEk7vwbH/3oR1d6wZQXvehFg2OPPXZk5Mk+112oMKgcFfXpomsRAevcVsAoVy66IlvcxXMRlUSzmQcRKgK9xC9H1WPsbxGw7XZLqcy4Y2U2xgCA81zvZ1aBvtNFoj5/RLnBEUc/Aj2E2YhAD2EXYkGRSy65pE2LEx7ECfFBvC+6h/Iogc4trZZ1ohv1b+5itcCrzK7tJZrEdQicvlstej29jwks2zNL143twqG0UqQ4ktUOy0HWO7vP3HRf2JdmJHTP0D6y9rN9K1Ot2NXAxH1qsaXKbTtXDM6IamLQc3HXOeCOj/tUdEXxYuGc8dza6amBqEEqge45rr/++jZL4fdeV4yEkPY7q0YqbjaYJaQJfz8nPReqC1EtI1+L4liYqoT/qjrocKzUSfgs9t0FKoR1JQI9hF0MMbAop3wrgU5M/Yf/8B+ao0gAGSyUGCe+xB24n2IIptGrO0k5nkQUkdO3QCcODQQIPw7hVi0r+0JWWb9mTu++++7bRCZRueyIoVhEyYDKcXSMiWDHt9ATfFSP91GDD72qDU6cB8M1E0S6Y8R5N8jzWs4f2+Ac85oGBc65GvB5LsfYCr31fAaJHidaZFDLJbbfifaaubD/bfckfbA9rkS47fD8zlv7xLY4p974xje2qJLB9Diqvzoq3rPTGECamfM5CSHMRgR6CGFHEbPhYhLX3EmuJpFEeHD1iSXOKFFE/BA1fnIvC24rkbqo2AkHnStre3dCoBNyiny9X/uPE0sgLnO0RXzkyCOPbAstlRjXxq5wnAlwfdu7x3YSNos1cXKdL+VGc+JRrrpzTrFmDRC44oS3gWBX7Fe0xQ0EcTnrBDbBb5A4LKYPOuig5q67dfHaHHTb5fUJ64suuqi9D8/1H//jf9zozLIV3ks9z1Yr8S4KAy+fi3Q9CWF2ItBDCDuOuI1iQIJKhpbQMFU/aZ68crflgvZNLcSikHHRiwARhop7q62kwYnZBHUDy4jtlSvnqBYEuOiDAYb8vP9v5RTP+/jJptequiIib3/72zdad27V/5zwNCByq64rnqMbcTnkkEMGL33pS5vQ1iazO1NVM0MlYAnsOter2Nn+mETgOuerI8xO588LA8WKE11xxRU73lkmhFUkAj2EsOMQIuVObicmsyiBrtsG13rRnVwISMWhVUBpn+nZPOtqln0iEvLiF7+4DbxAqNrez3zmM70uADQLjiMHnUi2b2fJ8Q+L48rJi8RYldcsUMWvaqEwK/Z6TQLWbAxRXgtgTVoL0j3nlyF/XvuCi+692bd9x85CWEci0EMIK48oADdzUQ5iLVa0aIFOiIsDiUhor7ho934rqi2i7ify2hD9+PznP9+E+bJGcKq9InFusDgPQWmGwAClVvl83eteN3jve9/b/mbfGLDIxYvPcJvdRKeql/mk29AV6MvioNdn0mzAPvvsE4EewgxEoIcQVh7CleghrhbRWYVAJ7C46MTXIrO2+tgTwstQDFhwfxVLinUoeOQe2z/333//4IYbbtjx1S2n6X9OGM9jgSfnoNUn1QoQ/mY/iHT7BDLaIlL2l4iLwlHnrtiPGotJBzOiTl7LObjImNBWeL/y9AZsq1C8HMKyEYEeQlh5RE6IQIJA4R8nsk9EatwIUy7hJJ075gUhtizFd/b1C1/4wub+cvYVPtovBhAGL7Xozk6i5SLBTQCLXMiKW9TJ9ora+D9RXAMuv58XnutTn/rU4KSTTmrPL3uudkF8xYyP7LjBJWfdPiPY3/CGN7R2jpMKdOe8/ezW9xoA02AAYtsq1x9CmI4I9BDCWvDII4+0Htp77rln7wIdMsUEqUjCIgX6TsMN1jFHjIWoJCaJT4Lytttuazlzouzkk08e7Lfffk30Eqk7tWBNdbupXuEGN2Y9bPdhhx3WfidmQtwa5BHO80RXGoMD56b9ZDvsC4MG/9eSEP4vQ67ji9jKqFV8zVLYbpGhOueqLaS4zDJFXGyf88Tg2Xkyj1mJEHYTEeghhG1BgB133HEbXSyIH105dMhYpKMn80sEcXOvvvrq3l+PECWI+oyayC9zpJfBGeXQ6rt+9NFHt5kDON4WTNJBpivACd0/+qM/attNpBOVVq9dtIDUxpFL3RWHFnWyOFet2unvYibwvqZZIGhSRF04526OqQGB15I17w4I1DSoLyBuRx1zi/8YgHLgS6CbwSHOsSxtFqHmwC2EMBsR6CGEqYUaQcA9JjK4fYcffnjLwhKTfv/85z+/CTbuIaFBlMj2Pvjgg49bTGaecQKuo22oFRr7xEI2fUJ4cX91FPn93//9uYh0butP/uRPtsHUxRdfPNFj3JfT7MYld8wJbQsJaTG4mehWJEikE8Iec/bZZ7eFdxYl0r3XY489tv2bs08s2oc1oKos+Kte9aomfIllMy/E87wxQPDe7XufHQMY/dPFb7qzL9XBpYqQh6kuLd3C0Pq3/V3djEIIq08EeghhU2RmywElHoiByhUTa9WzmYh0k6cl0E3Fcwtlb4nlgjtJbPbRzYMgs41u/r3qU+oVy+Bai2V8/OMf3/agQ1/uAw44oPXlnuT1rfhpYaE65hxajxWxmKQQl2BU1Hreeec1p1qLSD3vF1E0SpwbHNhmAn0zd7kKRG3rqFjJvHA+2mdEuUGAAazX7Dr2JdA3245R7UR95kRoDIKXyUEPIWyPCPQQwuPQeeGYY45pEYDNxEYtLw7T8nfeeWeLDvi9XC1n0r8V4hEc8qhE2pve9KaWSba4zjyxDTD9v+rivDL1H/vYx9p+JNxOPfXUwZVXXjnz83HAiVFif5yQM6CysJDjXyt+mv347Gc/O/jKV74ytZPv2L/vfe9riyt5H0Q6N3kzl3ge6OijeBX22Wb9wRUxuhn4cPn7bgNpwMWpd7ON3PPuIj7jBLqB8oEHHtjiY92/+6zWcVqmDHoIYXtEoIcQGlxnmV3FfyV2iTmiTG6XoOLgVe6akOPunnDCCe2+OmMQdYROLaTjcb/7u7/bRMiNN944eOUrX9kExctf/vIWgxE78Pzb6UpiOxQlEjDcxGmXiV9m5Nz1Oz/jjDOa+8oBN7iZFq652QzHRT7fcbJIDtE93JrPQECWvwYJMubbLZwkfC1lf84557ScNZHuvOhjwSKDQs6/8+Luu+9u59dmdM9zTvYsCxRNimiLz5cBDhcdw73Oxwl0Aw7nuZsZDHie7kA5Aj2E9SECPYRdDlePM3fEEUe0WAOIQQ43AbfZKpVcR8uX6zpBcHke8RZwLAkjYrIcQs8j3sDJPf7441tLuUMPPXTwspe9rD0PMUiwlcjgbIoocN39rCl87rxbLXFuIRT/NmiQgxfHkXf2XDLFhJffi2nYlu32SCe0OJaLyvsqthULes1rXtPeh8VvbrrppokfL6Jy2mmnNcHqmIpWiES4GSTZR4SsIluDHOKciOQ833fffXN7HzLS73//+wdnnnnm4OlPf3pz1L2vcQJ6FohzQtjg5pprrhl734q3ODfEtfrsIy4uBvvfOTos0H1+Kroy7OQ7diXezT5UlyKPqfaiPhvrMHMUQvgnItBD2KVwD4ll0ROClzgnjok1BYCTClBu37ve9a4WhyGARUw2eyxR77k5gBa1Oeigg5rgJdTd4LGEqNsoaoXKLoQJUUOwGyRwaXW70F3G3whqgt3rE+gywMSYx7iZHRjXjcU2em434o8T/YEPfKD3BZEKK4baH6ecckrbBtuvAHcrXvKSl7QZERDnuonYB4Sy3+t4Yz+5OXYVXzHbMU9xXji/PvjBD7bYjoGVmRQzLvPq9uEcFs+pItBufGScQHcOG6D0CVHuc1YrwTrfqsUi7AefHQMnsxsGGEUJcEK9O0NE0Psb4p6HsF5EoIewi3CBrx7WxAshAEJTESIne5a4CfHA6Z0UApMo49DbBs4tsUSclAtPWBMsFjzhgnMeTe8T6AS415ThFaMhWohLgoUT6nlEaQjPEvoeqyez1xkW/x7LzazCPTcinMtPEFdbQdgej/d8i1y58d57723tAHUcMQNh++y/zY6zmYka9Nx8881NdBdEoptCXgMlz0noed/ek6LKvnCuydaL6xjUGUTYv4pPt1sEK2bFDRfJcS6PQzyknGzudMVG+sJ7NXPgfHUO+gw4vwvb4HjYB8PRF9vp+BD03RqAag+JzXL2IYTVJAI9hF2AnKrOKqb/q/MKMcot56wSnTsBMUJclytIcBBrxIup+1FT9uOcXSLFjVvufXHOCX5i3oDEvwlu+8DNaxFG4jNczcokj4LTbqDgue23nehNTjgT5kQtgUvsanU4LM5FWkRb7F9RFeJ+FM6B6667rt1e8YpXtBkN9+17pVL7ThbeAMKCRgYJjv3ll18+c0xD20KDT8+tveNWGLzZV84Ln4+uWO4z4mLfcrtFw7oDEgLcTA7nfFhsy8Yb1AxT/c8RgR7CehGBHsIaw+klgo488sgNZ5pY1XFF1GTZpsUJ83kuFEPsdVv6cYi70YFuNII454rbT27EE8Fke9z66I89C2YeuL8WDBJ5IUgNGEC8K8TliPu9AlOddSah3GS1AIvC4IKwFHkhNm37VVddNfXiTwZiZgzgvJ5EbBP04Lgb6HTjJvPG+eVcksP3Pn0uhwtvzQwZPNr+YXxOv/zlLz/u957Hc/q5yNmcEEL/RKCHsEAIK9EL7lmfS597HYsHKfysJc4JVQ6sVR+3yubuNkRf3FaFG264oQlLAy9dV7iyIh2ErriQgclll102cQFmN+4h+rJICE8i3ayAzwY++clPTuUI2w9mRBQiT1pAW/lzAzEDtz4daO45AW6gx7nH8EBULAvTOPnEvs+3GYBlWG02hDA/ItBDWBDyp1aGLMdOkeFw1nS7iAkQ5W6VT1UAp1UeJzUX8fVBhxIRDcf69NNPbwW/hCCxLg4xaqZgM4hG7rsYz2Zde/rEoEABqw41WkIS24pJJ5m1EA0xm4Brr712IvedqK2uKAYz0+yrWeCMw8C8Wlh2P/tqJ9xq1mZSvPdqs5hFikJYLyLQQ1gQLs4lkIn0173udYP3vve9cxFEptAJNbnj6rHsQq84UAeQvpe9Dzsn0h1vx73Euf7ik8RUiDti1o0DDefKTqEOQltO70NbTW0YteXcSngqDBXxIPJ1bpkExb8lzmuVVM/R18xS5c8NOAzOzWZ131e552Iq0+T/uyuKLltcLYSwPSLQQ1gQLry/8zu/0y6k559/frsoE+la3s1alMeZU/gp1lCLA+lsQpiLN0SYrzdVBFqRCVGNSTPkCjMN7LQXNLtDqKtN2Ek4+BdffHGbaXJuv+ENb2h9vzcbxMqRO/cNfDnwk2IAUF2BfPYMbjnbBtHVClEx8DxcabMcBgLV/cfndLil4yzxlhL8jptBWopEQ1gvItBDWCCVc+Zy/vRP/3Rz1sQTLNgyzQVfL26uZ7cnOGGm7d4ii/zCcoj0K664YurHGcTpQy4aA/UJi1p8aRxEqvgXB51AtgjWpZde+rjVNWcpDC30YNfSEAbM3jehK5fuZtCrcwp33U+tEQl3BZnToiWoz6mBgFiLz+dwtM196r1Pg4FVzZhFoIewXkSgh7ADcO/khC19ruOGi/+o7g3D09lcvnI+wZmTLSeuOOchTIpzh7Dn6hL5fbdWnAbxrAsvvLCJdEL6jW984+AjH/nIYwpYZykMhcx2ZcJr5oFLr9WmXuV1MzjQ2UdW3efOgMDnVoxGFMVndnjFz1F4LdEZrrkVe+1vbS3n4aBXPAeJuISwXkSgh7BDaLMmQ8wF1MHC/zcT2S7s+kVX32MXY91YiPqdKOoL68OydvSR077ooosGr3/965tQJtYNKAhk0ZQqDJVbn6YtI9eZ2JYFJ3BFWcAdN9ittpQKSbnputuYsRKLMVjwWZTfF1XhvFccxueXwB6OlVmIiyj3mfVTLGW4ELQE+jQForAfigj0ENaLCPQQdhCZXznavffeu7XIUzTadTJ117B0OUcPMrJiLFrTLZPjGUIfEJ26ueiPvv/++zdRThhztc0AEMaT9nkfbq9YlEAf9dpWx3UTByKuzz777PZ4DjrHXb982+VGoCs+FYnRFcZnlTtvcGFAIJoGzntXxHseHZe8n0kc+cL2VAcX3wXLOtAKIcxGBHoIO4wivze/+c3NRbM6pBUWFb698IUvfEy3CSLh1ltvTavEsKsgPvV05y4r5rRKKpFOQE+yYuhmAp177nM1nAcnpt/ylrc0ce2zWcLXa5ZjbXu45eIrBs+ek+NOaO+1114tF24RqXLpCfLquELAj3LPifNpVlH1eraRwx/3PIT1IwI9hB1GcZcVH+XRFexx4+piThxYsv7222+fqUAthHWAwJUz5zbLg+vaIg7GpZ4GIpujXfhMcaEJ6ULh9pOf/OQmsruutEJPcTKOvY4ston7Xg685yaWCXY/5eM9h0jLww8/3P5NgO+7777t74S6mbBZ8+e+IypLH4EewvoRgR7CEqCzA3eca+7C64IrXy4CkwVIQvgnrJZKoBPDst3HHHNMm1maFMKYUObKE+Uy5W9/+9tbS9K777675cnLYR9eUVXczN8I625EhZNNyHtOwt2tsMqrom7C3GtXPMfMmFkyg4xZBTq33neDupQI9BDWjwj0EJYEnR04bS74Oj50Xb0QwqCtMgrOOZF77LHHtkz3pK1Fu/lzwlbrRoJZJyXxFd2R6nM3nE2XN0d3wCxXrnhb20bFqnfdddfI9okew/33nD7nXHw38RqDcuJ82tkA21tF42mxGML6EYEewhKh0CyEMBoF1SCGRUXETnRYmVSgV7G1WEstHMbB5srr7lLtS0VoDAZ0aVEk6r5egxD3up/5zGfav4877rjmisuZa8E4nGWvCEotIkaId2MxFanh6g8/fppVRCPQQ1g/ItBDCCEsPQSp9obEM9ecoOZQc8AJ5klqNLoOOve6Vvi0CinRLo6iaxK33PO/+tWvbu63OhCzW16boFZE6nUL7re/dyHOPSfxzO0XQ7HgURevQ5x7Xp1hpt0fRSIuIawf/zSsDyGEEJaYiotwmmW+iV1xFDGT1772tc2xHofCT4KYGB4VYeGSKwJ1H9lw2Xa92Al/ov28885rjyXqifNuP3O92Ych0HVZkZv3b9G1bj4dCkm56m7TdHBBBHoI600EegghhKVHUWTXLVasecEFF7T/c7X1Sh8n0iveUkJ4uN0hKpLibzfeeOPgne98ZxPY9ZoEuriK59CBhegGR38YIr4GFcQ8J33YJRevcTMQmJZ6baSQPIT1IwI9hBDC0mNhHnRbH+odrkUpwSwzbrXREvLj+p9vJtCtFgpOt6z5z/zMzwyOP/745nBbrZTrzmk3EJBbJ5J1dCHEq2CzsPhYDRjc50tf+tLjXk9nl1k6uCAOegjrTQR6CCGElRTo0PHo0ksvbS41l5xIHxbLw/lzgniU61wO+lFHHdViMwQ7Yf7oo48Ofuu3fmvwoQ99qDnqEIcp8W2BMe0aTzzxxFa4qsOKri2Qm/f/US55tVgUqZkWAwXvWSeaFImGsH6kSDSEEMLSU873qCXtCej3v//9TZwT2a961asGn/70pzdy5nLl8t7EtMz6cP4ceqKXsHdf4tdaBBYJ64r5z3/+863bC3HtuXRe8jivcfjhh7f2idWSkXgWv9nMsZ+1BzoMHuyT6oceQlgvItBDCCGsjIO+2foAXOgPfvCDrfOKyAmx/rGPfWzw0EMPDY444oiNx3qeUWKZkOZEE726whDnRPowFjAi4CtiwlG3yJFOLQcddFCL2ojccMzdV491/1cw2oXDTlz7m6jONNjGGrAgXVxCWD8ScQkhhLCyEZcunOgLL7ywtVDU4lBM5cADD2yRle985zubdnAB55vovvfee1sHl1HiHFz4irmghLdWi1dfffXgN3/zN1v/dNEW26CNohaMIimj3HPifNoOLuX02xaFp9M+PoSw/ESghxBCWAuBXn+/7LLLWlGmIs2f/MmfbJ1XxFI41sT7qEWBONriKsO9ykdBoBP8hPhwttwggMMOLrcYzPDrcfmtgiqGc+uttw5m7eDiuWsRpBDCepFPdgghhJXOoA9DJP/+7//+yM4phPUo8c+V5ngPR1FG4T4iNR7XLT6t9ooGAuI0BghE//AKwR4jUqPAdVQP9a3oFsGmQDSE9SQCPYQQwspn0EeJ9N/7vd8bXHXVVRv/x6j8uXiL7iuKOydZkRQcedvERe9iBdIS8YS6iEtX9BPXJbBn6d4y3AM9Aj2E9SRFoiGEENYm4jKMGEjltTfLn8uDc7mHV/rcDP3L3eS/hx/z7Gc/u+XKCf0999yzbW9X9CtgFYvRpnHa9zJKoKdANIT1JA56CCGEtYq4dKkIisfpaa6YcxhCmoOuLeIknHTSSU10697SLdDklu+3334tgy7TzilXIDrcHlEMZrMi1EkoB95zTOr4hxBWizjoIYQQ1i7iMizQiVotFyvq0nXYCWsO+je+8Y0tn09Rpvy47fF8w0Lf34n2cu6He5zX6qGzxlu6DroIjUFHCGH9iEAPIYSwlhEXQlachJtNyBLPe+21V8uhl4PN7Sbe3e9//a//9bjH+7uWiUS8ok/3FWHxXCIuXZ7znOe0n8S57RR/Gc68l0CfZXGionqwIxGXENaTCPQQQghrKdCt7PmMZzxjwzXncLuJsnDiCWidW/zdz0MOOWTwxCc+sUVQuOSE+Sis3Emon3vuuc0t143lK1/5SovJgNj3Ol6j65QT7rVQ0qiozbT7orYlhLB+RKCHEEJYuww6MXzooYc2AW2RII9XKOr/BC4RLg+u7SJxzi0/5ZRTHvMc7k+8d/uN+z833U8C3o2z/tKXvnRjIMBZ95zaPHYz6jq/KBK1PaN6sU+KGQHbxj2Pgx7CepIi0RBCCGuXQdc6kegmrCueQmgTzgRul67oRhWLur/HdRcDIuhFYfyuHHZue4l/NzGWRx999HH9z2v1UM9fXWVmwfuybaIuEeghrCdx0EMIISw1RDVRy3metChy3333bT/FWJ72tKcN/uRP/mRw+eWXtz7lxLsbIU1wE+Fd0U6Ac8GtOurx/l39xg0U9EuXTSfMZdqf/OQnN2FOtLtx65/73Oe2eA0hLf4C7vl28+fdLi5eM33QQ1hPItBDCCEsNdztcp8nddBLoBPf+OIXv9haEn75y19ut0InFDei2nMTvONeQ+Zbxpx4twroJz/5yTYAePWrX90iLBWnIZ79/wUveMHgyCOPHNxyyy1tULBdgW6wUrMJxP922jWGEJaXCPQQQghLL9DBPZ8kGsIZJ47l1f3cbIEiELjbFblcdg4895xTrwCUKK9tIdjPOuusjTz6I488sm33vAYL24nKhBCWl2TQQwghrIxAnwSreYLL7bEc8UkXIZoF7j5nG+Is11xzzeCiiy5qQrzceEKaO09Ub6eDS1YRDWF3EIEeQghhJQQ6h7oc8XE861nPaj+rU4pIyfACRfOk2iui+p77eckllww+9rGPDe64446Wa+eyb7dAVP69SIFoCOtLBHoIIYSlRtaa60yc/sIv/MLgzDPPbMWZtVrn8H0r610Cve+cduXdR7njOrnIqVeh6HYLRGuRIvGd7bRqDCEsN8mghxBCWGoUcT71qU9tQtu/rdjpRqB+7nOfG9xzzz0bC/aIm3Dca+VQ2fNvfOMbvW6fbSsxvpk7XkWu2xXoFdlRKKogNYSwnkSghxBCWGqqa4nYyNVXXz14/vOfPzjooIMGT3rSkwYveclLBscee+zgj//4j1vvcQsQgSiXRf+xH/uxJuD7gqNt0IByyfsU6Hqv16JNWUU0hPUlAj2EEMJKCHSxjv/9v/93K8K84YYbBgcccMDgsMMOayuCiry4FQo0jz/++LEdXOadPzdIGIUCUr3S59kDHfZFCGE9iUAPIYSwMgK9EPO499572407zS23MJBCTE67wswS6PqUi8P00ZLQ63pePda/+93vjryPBYpk43Vx2e7CQmI+2jXq7z5LZxqxnyc+8Ymtl3sIYXmJQA8hhLDUlGvcFehduNJut91222N+f9999w0OOeSQtojQy1/+8tZ20Y2A17v8e9/73ra37ZnPfGb7qUtL3/GWirUYCOhK861vfWvL+3PvrXhq8OKmgNbKqBdccMG2tyWE0B8R6CGEEJYahZEWAPof/+N/TPU4eXXO9U/8xE+0nDi3281zEauEqhVGv/SlLz1G7BKxHGau+FZutEy41xi3bfMU6MS5VpPcc+9B15juQMNsg+0vQU6cV4/2goPudykyDWF5iUAPIYSwtBC/Bx54YHPPud7TIAZz5ZVXDj7xiU80kUysuhH8Yily4UcffXS7fec732lZdX/TlYXwxqc+9anBZz/72U2jK0Q6HnjggYUIdAWisueKYc8+++z2O7EZgt3fbHttU1fUG5ToMuPndnuxhxD6JwI9hBDC0kIEc4nlrsfFSMYhDuI53O6+++72O0J8zz33bO46V50rPWoRpKOOOmpTgb733ns/5vlHQehXIem0A4xR6Fyzxx57bIhs/9ZJpvqjQ96eEK+bmYIQwmoRgR5CCGFp0SZRVENXlnm6vvqki7a4cZ6tPnrkkUc2MS3eYpVOMZDbb799yxVLDRw2W6l0//33b3/n5k8b0RnFv/pX/6r9/PznPz+45ZZb2jZy6M0GGMTI2G8VzQkhLD8R6CGEEJZaoPfdKpF4fvDBBwdHHHFE+//NN988Ue/0pzzlKe3nuBU9Dz300Fbk+nu/93tz2dYS6AYQkCMn/Och/kMIy0MEegghhF0t0CvrLp+OSVYeJbqru8xDDz008j4KNrVF5GjPS0DXa5ZADyGsJ4+tJAkhhBCWBD3N5cLFR0Q3+kRMhKAWfZkk6y52U1jBdBQKORW3EunzWvVz2EEPIawnEeghhBCWkqc//entpxaIm/VAn/drGQhMknWvAlHxGB1gNovAEPIy7vOiBPq8BH8IYTlJxCWEEMJSouvJNddc01ztRUVpJom3dO8/bjXPebZXrBiOfu6Igx7CehOBHkIIYSlRfDm8Omgf7LXXXq3XOvQKn0QoV0vGcffX+lAR57wEOnFePc4j0ENYbxJxCSGEsKvRXpHovv/++zfNkw874094whPav7V/3Ay91r/+9a9v2iN91niLTPtmbR1DCOtBHPQQQgi7FsJccahOKxb1mYTqf04ob7b4EHGuK8y//tf/uq38OQ9SIBrC7iECPYQQwq7GYj9ukwrp5zznOe0nF/uv/uqvNl0BlTjXEWZeGXoRFxn5eQn+EMLykohLCCGEXYuOLXqLy4oT0v7NURdh4a4P4/fVL31c/lyLRcxzVc8nPvGJrdtM9UIPIawvcdBDCCEMdrtI13P9TW9602N+f+uttw7uu+++x3Rq+ZEf+ZEm4DGuN3sJ9Hm63YS59oqbtXUMIawPcdBDCCHsanRb4ZYPF14eccQRg3POOecxv3vqU5/a3HaMWx30yU9+8twFuu0stz+EsN7EQQ8hhLAr2G+//TYWDiLG61ZRls997nOtfSFH3e9f8IIXtIWInve857X4i9v+++/f8uruo32ix45a2Mjv5c/nuaBQikRD2D1EoIcQQlhrCPJf/dVfbf8mvKuXeMGRJsQPO+yw9n+C2/8h+nL66adv3JdI/7//9/82Af6Wt7yliWb//9M//dP2PCIwXkNrRYWiFXWZBxHoIeweEnEJIYSwFjzzmc8cWdhJbF977bWDv/zLvxwZDyHYq695CXS/c5M37zrkxH49poo1PdbN33RuIeqrK4zFluaFwYFWkN/97nfn9pwhhOUkDnoIIYSVZs899xw897nPbf3JFW7qnGIBofo3Ma3zikjKQw89NPjKV77Sflcrgp533nktinLLLbe0ziwHHHDA4Kijjhr88R//cVvJVPZbplwHFREZjvm99947ePjhh5tzToyXSC9hf8oppwz22GOPDSd+HjztaU9rz3n99dfP7TlDCMtJBHoIIYSVZu+99x7ss88+g+9973uDvfbaq/UmJ6T1DL/iiisGhx9+eFs4iJv9wAMPtPsVXHXFnsQvMe/fYip+futb32qCvjj55JObS89Vv/POO5vg3wzxFoy7z7Qk4hLC7iECPYQQwsrCvT744IObKP/whz/cHHGdVo488sjmqhPaxDoefPDBkfGQv/u7v2s/q4sLZ51LPtzVhfivFUQVgG6GiItFhTzHvLq4cOX/4i/+og0ONlscKYSwPkSghxBCWFnKqRZDecpTntIEOEfdTw64mIvuLCIqm4nlKhqtrDmHfTg/TrQ/6UlPav/+4he/OLJzy/A2eQ4ifV7uuZiOQYMBQghhvYlADyGEsLL82Z/92eC6664bHHrooYNXvOIVzQ0nZivKUr3KxznZoi26rlQBqce6deGIWyBIYehdd901dpv+7b/9t3OPtyg+RbWBDCGsNxHoIYQQVpr777+/ZcwVid5xxx1NzH79618fu5BQF640YT9O+IrNcNC56pz5SQT6uBjMtJghQDc/H0JYXyLQQwghrDQy2TfddFO7zUotWrQZ+pnr2DKJK96Hg14CPfnzEHYH6YMeQghhVyNf7jZOoD/72c8e/NiP/djg29/+9pbP1VcHFx1ntnr9EMJ6EIEeQghhV0NUi7cQ6GIs++23Xys4reJRP3/wB3+wuddbxWZ0kdFpRZ5d15V5oTOMbZhX0WkIYblJxCWEEMJKIW9uMSFZcL3Op8HjuOGegyDnSvu/4k8xknPOOae51DLnFi+yUBGhrTc6tloZtJs/n2cxZxWJZhXREHYHEeghhBBWClGTU089tXVeueCCCyZ+nMf8u3/37wbf//3fv9Ey0WqhxPnf/u3ftvaFxDlHnfgn0l/4whcOvvzlL7f7EvRbFWn2kT8H59xz6jgTQlh/ItBDCCGsnEDHJF1aKr4CnV1EVwhuQlt0hfD96le/2pxxYv0P/uAPNhxwvdPd79xzz22/I463csX7yJ9XdEbMRZvFEML6E4EeQghhJQU6wb0ZIizE8gknnNBiIbfffvvgvvvuazeinVAnuEvwctRf9KIXDY4//vjWW/3CCy9svdPdt1xxjv1W9OWgc/P1Yk/EJYTdQQR6CCGEleEJT3jC4GlPe1r7t7aHm7Hvvvu2hYs43kQ2cc1x9/+nP/3pgze84Q3tuTjn2jMSvwcddNCGGP6+7/u+5q4T+US8GMyjjz46dts48toxzrsHuu3k5NuetFkMYXeQLi4hhBBWBsWaMuSE6rjVQXViwRe+8IX2kzNOZOPAAw/ciL5wzhWO7rXXXi3SUsJfJh0y66IlXnPcgAAeT9h7rOLTeRaIGijYfoWrIYT1Jw56CCGElYFghpU/zzjjjMFDDz00+MpXvtJ+t/feew+++c1vNrfZqqL4zne+sxGHqTgLt5zb/aUvfalFUnRx8X+tEQnsej74WxWIbuWK99XBRQ902/73f//3c3vOEMJyE4EeQghh5fLnnO/qWf6yl72sieIf/dEfbUWeoiCENlFbQl3enAjXo5xbDpEXz8FN50zLreOBBx7YeD3PCW79Vj3I+8qfc9CJdNn4EMLuIAI9hBDCygn0LkQ3Ecsl16Hl9NNPbxEYfc0r1kI8v/KVr2z30UKR2PZ3PxVeirGUaC/XHVovEsf333//ltvWl0Dn+CPxlhB2D8mghxB6h0N53HHHbbSgC2EWZLyJavERefA777yzOeMy31bZ9NPf3I+YJcSde+CoKwh1HioC/dznPtfy7OWaF914yxOf+MTW7UWRptfaKYFeg4wI9BB2DxHoIYTeefGLXzw4+uijW2ZYsV0Is0BQVw5cFl1xJ+dcdhz6mHObRVsIec66v3HJ99hjj/ZYf5cnJ7qf+cxntscT75z3G264oeXSC91eSnBX0ehmeI4qMu1LoHPzQwi7gwj0EELv3HHHHS1GQMAQ6iHMgjy5WRgRFM646AnhTHRzzvfff//BWWed1QS4vLnfff7zn2+CmTgnxkHAWyEUCi89z5/8yZ8MPv3pTw/+4i/+4nEFqd/4xje23DYDAK/pubdabXRaEnEJYfeRDHoIoXeIlssuu6wV81kMhqOp93QIs+TPr7766sG3v/3t5nA/73nPG/z4j/94E9pW2yynHeIrYipmbR5++OEWcfna177W7k/EE/CiMX52nfPCc4uVdDPpk3RwmTfceV1rEnEJYfcQBz2EsBA4lHK/FXk5/PDDs+fDVDGPqmFQ6KmrCnecAMcf/dEfDS644ILBFVdcMbjtttvafcRbiHPREJGX17zmNa0rS/VQJ8wJXwNI5yMhXOju4jXd5Nx3Kn8OBaziOom4hLB7iIMeQlgYd911V4sTHHvssYOTTz65xRMsvR7CVlQenHNe/cwVcPq3eMmpp57aVgsVRyHOFXUSza9//eubu+53zjfuOdHO6Sb4iXLi99BDD20C2ON1cqnXw04L9ERcQth9RKCHEBbKzTff3ATHkUceOTjttNOaaOp2zghhFJUHV9x52GGHtRkZPdD9ngAnup/2tKe1m7+DO16IVXHWr7vuuuZIP+MZz2hiXZbd48VHDjrooMFLXvKSFn8h/D1GrnyS/uN9CvR0cQlh9xGBHkJYONdcc03LBx988MGtNzVxJBscwrj8OcEteqKWAYQ0rCaqCwvxLn9OtPvJGSe0xWAMCP2OKFfEWYWcYi7EvccT485LAr66wxgIbNXBxevYrr4EOrdfkbVoTghhdxCBHkLYEa666qomjAibM888c3DxxRdP1C0j7D4Ib9lx54vcuTw5EU4YV/cWN4JdzEWcRctFBckccquLejyhzhV30wv9L//yL1uRqOLRa6+9dmPwqNvQW9/61vZ/cZetqGw8Ed1HIefee+/dojhbDRRCCOtDikRDCDsCYfXxj3+85X4JLe3xZIpDGIaYtugQnvvc57Z8OKea0K6MOGHMARdxUfBZ3YLEV/bdd98mntVAvOMd72giHLV66HAHF0LecxHF9bo7FW+xDVW8miLREHYPcdBDCDsGAfXRj350cM4557QIg58XXnjhRG3twu7BuUGUi6sQq2oYOOgcZf8voY3KjytGrsjKPvvs0241MKwiU//msA8L9Mq7Y5JZnXLQ+yoQtWqq9xUHPYTdQxz0EMKOwuG89NJLWyGe3K/uLiF0EUPhHhOroit66issJr453LfeemvLkHPJiXLnEfHt/7fffntbgOiLX/xii7IQ5CIy/m1RIqJ6uAh0zz33bD+rHeNOOugGGgYo9RohhN1BHPQQwo7DGdTH+o1vfOPGIjMhFAcccMBGq0F5bDeOsliLWJSbf3O7v/CFLzQx6zwi4I855pj2OH//5je/2QS+4mSLGhHrN9544+N2tMEAYf7Vr361ZdcPPPDAwSc/+cmFLlJk2575zGcOnv/852/k8EMIu4cI9BDCUkAQcTIV6BElHM9kboMiYo44Qf7ggw82Ye13BDuXnAsuM64V4V577dVucH/Fohx1Yt3fyxkXcfF4IthzdnH/H/7hH27uuec2aPRzMzxPRWzmJdBl7rUglaevz0YtnJTVREPYHUSghxCWAqLJIjTEFMfyxBNPbG6owr5J+lCH9UQeXBEoEazYszvrIv7BEb/88svb7wha99cfnfgm0rngN910U2uZKCvOUa/VRwlvXV+G3XAC3fM/8sgjTbBz3rdyz9VNbDcj7rWOOuqotpAXx9wAVT5eC1KRnAxYQ9g9RKCHEJYG7fAeffTR5qBrqSeK4MYJveOOO1rOuHpfh92B/DVxTohztUVOuMniKwRxtVgkwIltmXTOOkRE3AoDQPnzgngfpgpExWU42XLl43r0zyt/bubImgD1+jL2n/jEJ9L7PIRdSgR6CGFpIL7vvffediNUrAhZq0W66VutD7bbJMV7YfUpwfq5z31uo9sK5/z8889vopa7TbD7nU4vbsQ6wWwGhqteop4zbrEj5xmxbzC42evpnHLooYe2eM246Mo8BLrXsYKpdqNccnl353gIYfcSgR5CWEq45m56Vh9yyCFNrOvmcfTRR7cbYcYBtYrkJIvJhNVDvlvm2mqer3jFKwYveMEL2rHmbldvcBlybrOWncT4c57znBaRIqw/+9nPbjwXAe+8edazntVcdK78qPOmBLoBYGXfh2Mw8xLoojann376RjbegOGKK65oA9EQwu4mAj2EsNRYkv3mm28efOYzn2ndOyxUQ9BwRd3kkrmOH/vYxxIHWDOI5R//8R9vYlk8hQB3q84mRPlBBx00OO644za6uFSufFjkqnFQZEmYc9GJYW0Yu8ioGwRWv3WIzHDk5y3QdaY55ZRT2jZpNXrdddcN7rzzzo14TghhdxOBHkJYCYgkEQc3zqZuHfLF3FDCihN5ww03jHU7w+rlzytu4tgakImwEO7PeMYzmpglxJ0P1cUFfq/14qtf/eo2aKvZmD322KO58m6jzhMDQIWa/l6r2o5bqMi5x5nnshtATILtJMwJdJgJUnsx6eNDCLuDCPQQwkq66pVV13bv1FNPbdEGgu7d73536/oR1kegE8LEObH8wAMPtGP+tre9rf3tgx/8YBPVCjoJdyK9IiPiLAT04Ycf3v7fLTDmkuv00nWsnUPgrBsIgLDfyj3XYWWcy17YNu0TRVtsi5mhW265JYXPIYTHEYEeQlhptLcTb/nFX/zF5nxyVhUHhtVGm0FxFDEWwrnEs+NdbjN3HMSuPLmbvDqBTmSrXyjHnYAn5N1XpEQ0Zp999mmCX4SGS1+CW0ymsuiTCPSt4i2KP7UNVUsBRadc89ROhBA2IwI9hLDycEErMzyuZ3VYHfTD13lFK0UdTTjookwENgHu96PiJ11H3GJXbhBZefOb39z+rUUjkW5Ax40n1uG5OeHVmtFMDXd8OwLdLID2id4LbrvttsH1118/keMeQti9RKCHEFYehaIcV87nuFUfw+pQDrb+51deeeWGE80Jt5gP95sjvhniK11EXUrA+9tFF120MRDgxBPlhLu/ce2dT/ruj2OcQDdgtOCQbfWcnP+Pf/zjY3uqhxBCEYEeQlh5tN/D3XffvdObEuYExxy6qsiQc8sVdoqiiLvoxMIVP+uss9rfzJy4lYM+SqB7rF7o3HPFpTq/eE61DIqMn/e85zVn+9d+7ddavGarwd5mAt0ggmtehaae/+qrr972SqMhhN1DBHoIYaXRho9QIn4sZhPWA9EQYpnD7Qb//7M/+7Mm2rnp/q/wsrq33HPPPW3FWQy3K9TBxXNyy4l74ryL2gWItBDwWy2EZRs47tz2EvIcfYPFF7/4xc2B91rcf73aQwhhGiLQQwgrjVUYcf/998ehXBPktatA9Kabbmq9zxV7csEr+sL5vvHGG9v9agVRTvr3f//3txiJ/PiwoNYvX0eYYSfbY2TRK1IzCfLwULBqO61qyjWv7bN40ic+8Yn05g8hzEQEeghhZdGuThYZd911105vTpgTJXJ1OSHQCyLYQlXHHHNMO/blTHePvQGbWZWHH374cf3HOecKQ4cXKPK83HiuvAWMJqEbb/GaL3nJS9rjDQI++clPtsLWEEKYlQj0EMLKcvDBB7cogdZ6syy1Hpa7//lwi0NREkIbwwK8676LqAx3eJE957Yr1hxub8iZJ64x7LxvJdDl4ffbb792HhL3V1xxxeNWMQ0hhGmJQA8hrCQEUi1Ak+z5emFlUC0PCXWrgRLqCjz1D99///03Ik3DyIBrmWihqmEBT5xDlGU4n+7+1d1FFn3c6qGy7C960YsGBx54YHuMHLrtcg7eeeedj3vuEEKYhQj0EMJKCrhzzz23xRLkfwmksB5ws8WWqrf9AQcc0G6KQ7ng8uIy5MS0+1oRtFBM6nf+1nXJuePOETn1++6773HiXUEo15t4F5+RH+92cLEdBgYvfOELN7Ln4NSLtMiam8UJIYR5EYEeQlg5CCXFfjLFogVnnnlm62udaMHqIz8OkSVZbi66TDrRTYATxG4nn3xyc7O1VuSwE9klnhWJcuC7BaKew4BObn3UYlZ/+Id/ODjjjDOamH/LW97SVqMl8jnqYiwGBoXBg9e84YYb0tc8hNALEeghhJVCQZ/sOSyXbjEYcZezzz67iXTiLax+/3MimytdzrTizl/6pV9qP4nsar1YfcePOOKIjf8Pd2Ih0EG0c8gN5DjyXb761a+2Fo0GfwZ9ojK1wmihNaNe+7fffvvEWfUQQpiFCPQQwsogY6yVHZeTCHvggQeaG3r++ec39/T1r3/94JJLLsky6ivMnnvu2TLhjzzyyGN+L2IiavKtb32rDcxArBPqBDrxbTVQHVqG+46XQOeCu7/nH8V1113XXvelL31pi8p4nAiVTPqnP/3pVgSajHkIYRFEoIcQVgbLposqcMktm04sEVsf+tCHBj/1Uz/V4ggE/GWXXRYhtYIQ3GZDxFmGYyg6pXDTv/jFL278znlgoObG0RZ7kjUfjjoZ0ImkENxiUd3c+jCe6z3veU/bBo9z/4jyEMKi+RcLf8UQQpgBLqk4C2STuyJMXvkjH/lIc845rSeccEL28QrC3eaQu1mFsxtrevazn90GZwo4R2ExIy76qA4seqZ7Dp1czMJMIrjdRzFqxHkIYSeIQA8hLD2iDZxx2WACbdQiMDLLXHVYbr3a8YXVwQyIgdhwPvwnfuInmvC+9957R2a/ie7nPe95TeAP906H5+SuY1Qhsa5A1dc8hBCWgQj0EMLSwzl/ylOe0sTZVVddten9xB9uvfXW9u/TTz+9PSas9gJFoiaKNbVIHC7+HC4s5boPL0LUzaDDQkVd9t1338Hb3va2wSmnnDK39xFCCNslAj2EsPSiTfYcxPm4/DCuv/76VugnP/za17625ZrD8sMFd9MppSvQxVoIb73LFQWPYu+9927HW2vEUZGUWqQI/+f//J/H/K0iMc4rMzUhhLAMRKCHEJYWoku0hYsq3jDcnWMUBJoiUUJM7vjEE09cyLaG7SFiUj3QuwtPia5wz//8z/980+48HHKzK+4zzL/8l/9y8O1vf3tTga7ryzve8Y7BRz/60XT/CSEsDRHoIYSlhbh+0pOe1GIJV1999cSP48JefvnlTawTeBzWsBrxFo52ueAGZhVfGTdzcv/99zchriXiqALR7u+7K4QWW83KhBDCoolADyEsJVZvPOSQQ5pY0/daR41pEJP47Gc/u5FH1+UjLC+iLOh2YXHsr7nmmvZv8RMRmFEQ8XqcjyoM5saXAFdgPGoV0RBCWDYi0EMIS4euG6eddlr792233baxmuS03HjjjU2oW3Tm3HPPbV1CwnIixoLhLiyEN4488shNBfqznvWsjdVAhyHya3XZOOUhhFUhAj2EsFTIE5933nmt9Z1+2DfccMPMzyWzbGVR3T9+4Ad+YHD22WdvOLVhedACUZSJmB52uA888MD2U2vNURl00ZYS96MEupiMgZlVQLXiDCGEVSACPYSwVHBMFfWJOnzgAx/YduGelSAvvfTSwUMPPdSe+zWveU26dSwZlTMXR+lGmeTHq37gnnvuGfnYgw8+uDnrBnNWlR2G6L/22mtbMaguLyGEsAqkp1QIYakgzi+88MLmjCr2nAdEvs4u+l0TgNrujSoWDDuDIk4OtxVhu+yxxx5NeP/93//94/5W7LXXXs0ZH17caLg/vlsIIawK/x+DYac3IoQQFoFCw+068mHxrTbVEAwvMFQcd9xxg3/zb/5N6/IzapXQEEJYRSLQQwghhBBCWCKSQQ8hhBBCCGGJiEAPIUyFrhghhBBC6I8UiYYQJkLbQ3lfXTGuuuqq7LUQQgihJyLQQwhj3XJLsB9wwAGtH7Ve4v/wD/8wuOWWWzYt2gshhBDC9ohADyE8TpRb+IUo32+//Vov6kJvct0yIs5DCCGE/ohADyEMfuiHfqgtFsMt32effdpqnoVe5A888EDrI61XtYhLCCGEEPojAj2EXYJVNC3Q48Yhr38T5vLlXf7mb/6mifIvfelLTZRbSCaEEEIIiyECPYQ14KSTTmqimwh3s2Q64S2u4maxF4v0dLE6o/uCAP/zP//zwTe/+c3BI4880m5Z0CeEEELYGSLQQ1gDfviHf7gJ9OLv/u7vHueKd1Ho+d3vfndw1113Db7+9a83cR5BHkIIISwHEeghrAG33XbbYM8999z4/1Of+tTH3ed73/tei6uIrjz88MNNxIcQQghh+YhAD2EN+NrXvrYRVfnbv/3bdiPIOeNuf/qnf9piLyGEEEJYfiwJmJYMIawBT3jCE1LMGUIIIawBEeghhBBCCCEsEf9ipzcghBBCCCGE8M9EoIcQQgghhLBERKCHEEIIIYSwRESghxBCCCGEsEREoIcQQgghhLBERKCHEEIIIYSwRESghxBCCCGEsEREoIcQQgghhLBERKCHEEIIIYSwRESghxBCCCGEsEREoIcQQgghhLBERKCHEEIIIYSwRESghxBCCCGEsEREoIcQQgghhLBERKCHEEIIIYSwRESghxBCCCGEsEREoIcQQgghhLBERKCHEEIIIYSwRESghxBCCCGEsEREoIcQQgghhLBERKCHEEIIIYSwRESghxBCCCGEsEREoIcQQgghhLBERKCHEEIIIYSwRESghxBCCCGEsEREoIcQQgghhLBERKCHEEIIIYSwRESghxBCCCGEsEREoIcQQgghhLBERKCHEEIIIYSwRESghxBCCCGEsEREoIcQQgghhLBERKCHEEIIIYSwRESghxBCCCGEsEREoIcQQgghhLBERKCHEEIIIYSwRESghxBCCCGEsEREoIcQQgghhLBERKCHEEIIIYSwRESghxBCCCGEsEREoIcQQgghhLBERKCHEEIIIYQwWB7+f0nsCmXnn6syAAAAAElFTkSuQmCC"
+ },
+ "metadata": {},
+ "output_type": "display_data",
+ "jetTransient": {
+ "display_id": null
+ }
+ }
+ ],
+ "execution_count": 35
+ },
+ {
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2026-06-24T07:27:58.860153Z",
+ "start_time": "2026-06-24T07:27:58.473369Z"
+ }
+ },
+ "cell_type": "code",
+ "source": [
+ "os.makedirs(\"./results/\", exist_ok=True)\n",
+ "gdf.geometry = gdf.geometry.set_precision(grid_size=1)\n",
+ "gdf.to_file(\"./results/Copenhagen1500.geojson\", driver=\"GeoJSON\")\n",
+ "\n",
+ "edges_pbi_gdf.geometry = edges_pbi_gdf.geometry.set_precision(grid_size=1)\n",
+ "edges_pbi_gdf.to_file(\"./results/Copenhagen_bike_network.geojson\", driver=\"GeoJSON\")\n",
+ "\n",
+ "city_boundary = ox.geocoder.geocode_to_gdf(city_name)\n",
+ "city_boundary.to_crs(epsg=proj_crs, inplace=True)\n",
+ "city_boundary.geometry = city_boundary.geometry.set_precision(grid_size=1)\n",
+ "city_boundary.to_file(\"./results/\"+city_name+\"-city_boundary.geojson\", driver=\"GeoJSON\")"
+ ],
+ "id": "49d0c2d1c63c6073",
+ "outputs": [],
+ "execution_count": 36
+ },
+ {
+ "metadata": {},
+ "cell_type": "code",
+ "source": [
+ "contact_nodes_gdf.drop([\"osmid\"], axis=1, inplace=True)\n",
+ "contact_nodes_gdf.geometry = contact_nodes_gdf.geometry.set_precision(grid_size=1)\n",
+ "contact_nodes_gdf.to_file(\"./results/contact_nodes_test.geojson\", driver=\"GeoJSON\")"
+ ],
+ "id": "980ded41e25cb609",
"outputs": [],
"execution_count": null
},
@@ -392,28 +899,12 @@
"execution_count": null
},
{
- "metadata": {
- "ExecuteTime": {
- "end_time": "2026-05-04T09:27:30.328542Z",
- "start_time": "2026-05-04T09:27:30.260872Z"
- }
- },
+ "metadata": {},
"cell_type": "code",
"source": "df.shape[0]",
"id": "87c547211830b880",
- "outputs": [
- {
- "data": {
- "text/plain": [
- "100"
- ]
- },
- "execution_count": 76,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "execution_count": 76
+ "outputs": [],
+ "execution_count": null
},
{
"metadata": {},
@@ -483,224 +974,12 @@
"execution_count": null
},
{
- "metadata": {
- "ExecuteTime": {
- "end_time": "2026-05-04T09:37:39.867700Z",
- "start_time": "2026-05-04T09:37:39.814668Z"
- }
- },
+ "metadata": {},
"cell_type": "code",
"source": "gdf",
"id": "e86c49fd37f91b1a",
- "outputs": [
- {
- "data": {
- "text/plain": [
- " gap B \\\n",
- "0 (12655910134, 12655910135) 107140.500000 \n",
- "1 (9571050864, 12655910134) 94781.429206 \n",
- "2 (9571050866, 12655910134) 83969.750980 \n",
- "3 (7425783047, 12655910134) 78384.107475 \n",
- "4 (559530393, 3207950402) 67032.000000 \n",
- ".. ... ... \n",
- "95 (256574149, 5035524756) 32481.000000 \n",
- "96 (7217655, 3713815420) 32367.765822 \n",
- "97 (12655910134, 13144685547) 32219.546582 \n",
- "98 (1531508893, 4252998597) 32169.500000 \n",
- "99 (4252998597, 4381309978) 32162.045396 \n",
- "\n",
- " nodelist source \\\n",
- "0 [12655910134, 12655910135] 12655910134 \n",
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diff --git a/fixbikenet/config.py b/fixbikenet/config.py
index 3d75a5c..d98d0c4 100644
--- a/fixbikenet/config.py
+++ b/fixbikenet/config.py
@@ -1,24 +1,23 @@
-protected_bike_infra = {
- 'busway': 0,
- 'corridor': 0,
- 'cycleway': 0,
- 'elevator': 1,
- 'footway': 1,
- 'living_street': 1,
- 'motorway': 0,
- 'motorway_link': 0,
- 'path': 1,
- 'pedestrian': 0,
- 'primary': 0,
- 'primary_link': 0,
- 'residential': 0,
- 'secondary': 0,
- 'secondary_link': 0,
- 'service': 0,
- 'steps': 0,
- 'tertiary': 0,
- 'tertiary_link': 0,
- 'track': 1,
- 'trunk': 0,
- 'unclassified': 0
-}
\ No newline at end of file
+cycleway_bike_infra = [
+ 'track'
+ ]
+
+cycleway_right_bike_infra = [
+ 'track',
+ 'opposite_track'
+]
+
+cycleway_left_bike_infra = [
+ 'track',
+ 'opposite_track'
+]
+
+cycleway_both_bike_infra = [
+ 'track',
+ 'opposite_track'
+]
+
+highway_bike_infra = [
+ 'cycleway',
+ 'living_street'
+]
\ No newline at end of file
diff --git a/fixbikenet/fixbikenet.py b/fixbikenet/fixbikenet.py
index f17874d..63b8b76 100644
--- a/fixbikenet/fixbikenet.py
+++ b/fixbikenet/fixbikenet.py
@@ -1,5 +1,4 @@
# import packages
-import pandas as pd
import osmnx as ox
import os
import matplotlib.pyplot as plt
@@ -11,7 +10,7 @@ def fixbikenet(
city_name,
proj_crs = "3857",
radius = 2500,
- maxgap = 200,
+ maxgap = 1000,
penalty = {0: 5, 1: 1},
export_data = True,
export_file_format="geojson",
@@ -27,7 +26,7 @@ def fixbikenet(
coordinate reference system that is used to project osm data. Default is '3857' (WGS 84 / Pseudo-Mercator)
radius : int, default 2500
cut-off length for computation of local betweenness centrality, in meters
- maxgap : int, default 50
+ maxgap : int, default 1000
maximum distance between node pairs to be considered as a potential gap
penalty : dict, default {0:5, 1: 1}
weighing for shortest path calculations, where streets without protected bike infrastructure (pbi) get penalized
@@ -63,13 +62,15 @@ def fixbikenet(
### downloading and preprocessing data from OSM
print("Downloading OSM data..")
+ ox.settings.useful_tags_way = ["highway", "cycleway", "cycleway:right", "cycleway:left", "cycleway:both", "cyclestreet"]
+
# fetch street network data from osmnx
g = ox.graph_from_place(
city_name, network_type='all', simplify=False
)
g = ox.simplify_graph(
g,
- edge_attrs_differ=['highway']
+ edge_attrs_differ=['cycleway', 'highway', 'cycleway:right', 'cycleway:left', 'cycleway:both']
)
# export osmnx data to gdfs
@@ -101,6 +102,12 @@ def fixbikenet(
# add weight to edges for path calculation, using penalty
G = weigh_edges(G, penalty)
+ # creating new gdfs for nodes and edges of G
+ nodes_gdf = graph_nodes_to_gdf(G)
+ edges_gdf = graph_edges_to_gdf(G)
+ nodes_gdf = nodes_gdf.to_crs(proj_crs)
+ edges_gdf = edges_gdf.to_crs(proj_crs)
+
# finding contact nodes in network
contact_nodes = find_contact_nodes(G)
@@ -121,28 +128,35 @@ def fixbikenet(
df = pd.DataFrame(
{
"gap": found_gaps,
- "B": Bs,
+ "benefit": Bs,
"nodelist": found_gaps_nsp
}
)
- df = df.sort_values(by="B", ascending=False).reset_index(drop=True)
+ df = df.sort_values(by="benefit", ascending=False).reset_index(drop=True)
- # only keep the 100 most important gaps. If there are fewer than 100 gaps keep only those
- if df.shape[0] > 100:
- df = df.iloc[:100]
+ # only keep the 1000 most important gaps before declustering. If there are fewer than 1000 gaps keep only those
+ if df.shape[0] > 1000:
+ df = df.iloc[:1000]
- # assign source and target nodes for each gap
- df["source"] = [t[0] for t in df.gap]
- df["target"] = [t[1] for t in df.gap]
+ #decluster edges
+ gap_df = gap_declustering(df, G, ebc)
+ gap_df = gap_df.sort_values(by="benefit", ascending=False).reset_index(drop=True)
# compute list of all edges that are part of each gap, where each edge is u,v
- df["edge_list"] = df.nodelist.apply(lambda x: get_correct_edgetuples(edges_gdf, x))
+ gap_df["edge_list"] = gap_df.path.apply(lambda x: get_correct_edgetuples(edges_gdf, x))
- # drop keys for edges
- edges_gdf = edges_gdf.loc[:, :, 0].copy()
+ # only keep the 100 most important gaps. If there are fewer than 100 gaps keep only those
+ if gap_df.shape[0] > 100:
+ gap_df = gap_df.iloc[:100]
+
+ # assign source and target nodes for each gap
+ gap_df["source"] = [t[0] for t in gap_df.path]
+ gap_df["target"] = [t[-1] for t in gap_df.path]
# add actual geometries in network to each gap
- gdf = create_gdf_with_geoms(df, edges_gdf)
+ gdf = create_gdf_with_geoms(gap_df, edges_gdf)
+
+ edges_pbi_gdf = edges_gdf[edges_gdf["pbi"] == 1]
# Generate export data filename
if export_data:
@@ -154,28 +168,28 @@ def fixbikenet(
if export_data:
### save data
print("Saving data..")
- edges_gdf.drop(["osmid"], axis=1, inplace=True)
+ edges_pbi_gdf.drop(["osmid"], axis=1, inplace=True)
city_boundary = ox.geocoder.geocode_to_gdf(city_name)
city_boundary.to_crs(epsg=proj_crs, inplace=True)
# We have meter precision, so rounding to integers is fine. Better would be to
# change dtypes to int, but this does not seem possible without manual looping.
city_boundary.geometry = city_boundary.geometry.set_precision(grid_size=1)
- edges_gdf.geometry = edges_gdf.geometry.set_precision(grid_size=1)
+ edges_pbi_gdf.geometry = edges_pbi_gdf.geometry.set_precision(grid_size=1)
gdf.geometry = gdf.geometry.set_precision(grid_size=1)
if export_file_format == "geojson":
- gdf.to_file("./results/"+export_data_filename, driver="GeoJSON")
- edges_gdf.to_file("./results/"+city_name+"-street_network.geojson", driver="GeoJSON")
+ gdf.to_file("./results/"+export_data_filename+".geojson", driver="GeoJSON")
+ edges_pbi_gdf.to_file("./results/"+city_name+"-existing_bike_network.geojson", driver="GeoJSON")
city_boundary.to_file("./results/"+city_name+"-city_boundary.geojson", driver="GeoJSON")
elif export_file_format == "gpkg":
gdf.to_file("./results/"+export_data_filename, driver="GPKG", layer="Identified gaps")
- edges_gdf.to_file("./results/"+export_data_filename, driver="GPKG", layer="Street network", append=True)
+ edges_pbi_gdf.to_file("./results/"+export_data_filename, driver="GPKG", layer="Existing bike network", append=True)
city_boundary.to_file("./results/"+export_data_filename, driver="GPKG", layer="City boundary", append=True)
if export_plot:
print("Saving plot..")
os.makedirs("./results/plots/", exist_ok=True)
fig, ax = plt.subplots(1, 1, figsize=(10, 10))
- edges_gdf.plot(ax=ax, color="grey")
+ edges_pbi_gdf.plot(ax=ax, color="grey")
gdf.plot(ax=ax, color="red")
ax.set_axis_off()
fig.savefig(f"./results/plots/"+export_data_filename+".png", dpi=150, bbox_inches='tight')
diff --git a/fixbikenet/functions.py b/fixbikenet/functions.py
index 04a9f93..c0a8b7c 100644
--- a/fixbikenet/functions.py
+++ b/fixbikenet/functions.py
@@ -1,12 +1,15 @@
import networkx as nx
import random
import numpy as np
+import pandas as pd
import geopandas as gpd
+import itertools
+from shapely.geometry import Point, LineString
from . import config
def map_edges_to_bike_infrastructure(g):
"""
- map if edges in graph have bike infrastructure as specified in config_osm.yml
+ map if edges in graph have bike infrastructure as specified in config.py
Parameters
----------
@@ -21,11 +24,17 @@ def map_edges_to_bike_infrastructure(g):
# add binary edge attribute "pbi" (protected bike infra: True/False)
for edge in g.edges(keys=True):
- try:
- g.edges[edge]["pbi"] = config.protected_bike_infra[
- g.edges[edge]["highway"]
- ]
- except:
+ if g.edges[edge].get("cycleway") in config.cycleway_bike_infra:
+ g.edges[edge]["pbi"] = 1
+ elif g.edges[edge].get("cycleway:right") in config.cycleway_right_bike_infra:
+ g.edges[edge]["pbi"] = 1
+ elif g.edges[edge].get("cycleway:left") in config.cycleway_left_bike_infra:
+ g.edges[edge]["pbi"] = 1
+ elif g.edges[edge].get("cycleway:both") in config.cycleway_both_bike_infra:
+ g.edges[edge]["pbi"] = 1
+ elif g.edges[edge].get("highway") in config.highway_bike_infra:
+ g.edges[edge]["pbi"] = 1
+ else:
g.edges[edge]["pbi"] = 0
return g
@@ -156,11 +165,13 @@ def find_potential_gaps(contact_nodes, nodes_gdf, maxgap):
all unique potential gaps in protected bicycle network
"""
potential_gaps = []
+ nodes_gdf['osmid'] = nodes_gdf.index
+ contact_nodes_gdf = nodes_gdf[nodes_gdf['osmid'].isin(contact_nodes)]
for node in contact_nodes:
- node_buffer = nodes_gdf.loc[node, "geometry"].buffer(maxgap)
- q = nodes_gdf.sindex.query(node_buffer, predicate="intersects")
- neighbours = list(nodes_gdf.iloc[q].index)
+ node_buffer = contact_nodes_gdf.loc[node, "geometry"].buffer(maxgap)
+ q = contact_nodes_gdf.sindex.query(node_buffer, predicate="intersects")
+ neighbours = list(contact_nodes_gdf.iloc[q].index)
neighbours.remove(node)
# convention: sort by ascending OSMID...
node_pairs = [tuple(sorted(z)) for z in zip([node] * len(neighbours), neighbours)]
@@ -334,6 +345,7 @@ def create_gdf_with_geoms(df, edges):
projected GeoDataFrame with path nodes and path edges and merged geometries
"""
# get geometry by merging all geoms from edge gdf
+ df = df.copy()
df["geometry"] = df.edge_list.apply(
lambda x: edges.loc[x].geometry.union_all()
)
@@ -341,4 +353,193 @@ def create_gdf_with_geoms(df, edges):
gdf = gpd.GeoDataFrame(df, crs=edges.crs, geometry="geometry")
# merge multilinestring into linestring where possible (should be possible everywhere)
gdf["geometry"] = gdf.line_merge()
- return gdf
\ No newline at end of file
+ return gdf
+
+def graph_nodes_to_gdf(G):
+ """
+ Parameters
+ ----------
+ G: networkx.Graph
+ undirected simple graph representing the street network with weighted edges
+
+ Returns
+ -------
+ nodes_gdf: geopandas.GeoDataFrame
+ geodataframe with nodes from G
+ """
+ rows = []
+ for n, data in G.nodes(data=True):
+ rows.append({
+ "node": n,
+ **data,
+ "geometry": Point(data["x"], data["y"])
+ })
+ nodes_gdf = gpd.GeoDataFrame(
+ rows,
+ geometry="geometry",
+ crs=G.graph.get("crs")
+ ).set_index("node")
+
+ return nodes_gdf
+
+def graph_edges_to_gdf(G):
+ """
+ Parameters
+ ----------
+ G: networkx.Graph
+ undirected simple graph representing the street network with weighted edges
+
+ Returns
+ -------
+ edges_gdf: geopandas.GeoDataFrame
+ geodataframe with edges from G, including edge attributes
+ """
+ rows = []
+ for u, v, data in G.edges(data=True):
+ # if geometry already exists on the edge, use it
+ if "geometry" in data:
+ geom = data["geometry"]
+ else:
+ # otherwise build a straight line from node coordinates
+ geom = LineString([
+ (G.nodes[u]["x"], G.nodes[u]["y"]),
+ (G.nodes[v]["x"], G.nodes[v]["y"])
+ ])
+ rows.append({
+ "u": u,
+ "v": v,
+ **data,
+ "geometry": geom
+ })
+ edges_gdf = gpd.GeoDataFrame(
+ rows,
+ geometry="geometry",
+ crs=G.graph.get("crs")
+ ).set_index(["u", "v"])
+
+ return edges_gdf
+
+def compute_benefit_metric(comp, node_path, ebc):
+ """
+ computes Benefit metric B for edge in connected component of edges.
+
+ Parameters
+ ----------
+ comp : networkx.Graph
+ connected component of edges
+ node_path : list
+ list of nodes on path
+ ebc: dict
+ local betweenness centrality values for all edges in network
+
+ Returns
+ -------
+ B: float
+ Benefit metric B for edge
+ """
+ edgelist = [tuple(sorted(z)) for z in zip(node_path, node_path[1:])]
+ lengths = np.array([comp.edges[edge]["length"] for edge in edgelist])
+ ebcs = np.array([ebc[edge] for edge in edgelist])
+ B = sum(lengths * ebcs) / sum(lengths)
+ return B
+
+def gap_declustering(gaps_df, G, ebc):
+ """
+ Parameters
+ ----------
+ gaps_df : pd.DataFrame
+ Dataframe containing gaps in protected bicycle network
+ G : networkx.Graph
+ undirected simple graph representing the street network with weighted edges
+ ebc: dict
+ local betweenness centrality values for all edges in network
+
+ Returns
+ -------
+ result: pd.DataFrame
+ Dataframe with node path for gaps and the newly calculated benefit metric
+ """
+ C = nx.Graph()
+ C.graph.update(G.graph)
+ gap_edges = set()
+
+ # collect all edges used by the gap paths
+ for nodelist in gaps_df["nodelist"]:
+ for u, v in zip(nodelist[:-1], nodelist[1:]):
+ if G.has_edge(u, v):
+ gap_edges.add((u, v))
+ elif G.has_edge(v, u):
+ gap_edges.add((v, u))
+ else:
+ raise KeyError(f"Edge {(u, v)} not found in G")
+
+ # add those edges + all their attributes
+ for u, v in gap_edges:
+ C.add_node(u, **G.nodes[u])
+ C.add_node(v, **G.nodes[v])
+ C.add_edge(u, v, **G[u][v])
+
+ components = [
+ C.subgraph(nodes).copy()
+ for nodes in nx.connected_components(C)
+ ]
+ selected_paths = []
+ selected_scores = []
+
+ for comp in components:
+ while comp.number_of_edges() > 0:
+ # nodes with degree != 2
+ terminals = [
+ n
+ for n, degree in comp.degree()
+ if degree != 2
+ ]
+ candidate_paths = []
+ # shortest paths between all terminal pairs
+ for source, target in itertools.combinations(terminals, 2):
+ try:
+ node_path = nx.shortest_path(
+ comp,
+ source=source,
+ target=target,
+ weight="length"
+ )
+ if node_path:
+ candidate_paths.append(node_path)
+ except nx.NetworkXNoPath:
+ continue
+ if not candidate_paths:
+ break
+ # Compute benefit metric
+ best_path = None
+ best_score = float("-inf")
+ for path in candidate_paths:
+ score = compute_benefit_metric(
+ comp,
+ path,
+ ebc
+ )
+ if score > best_score:
+ best_score = score
+ best_path = path
+ if best_path is None:
+ break
+ # Store selected gap
+ selected_paths.append(best_path)
+ selected_scores.append(best_score)
+
+ # Remove selected path
+ edge_path = list(
+ zip(best_path[:-1], best_path[1:])
+ )
+ comp.remove_edges_from(edge_path)
+ # Remove isolated nodes
+ isolates = list(nx.isolates(comp))
+ comp.remove_nodes_from(isolates)
+ result = pd.DataFrame(
+ {
+ "path": selected_paths,
+ "benefit": selected_scores,
+ }
+ )
+ return result
\ No newline at end of file
diff --git a/tests/test_functions.py b/tests/test_functions.py
index cd35757..96708ca 100644
--- a/tests/test_functions.py
+++ b/tests/test_functions.py
@@ -9,7 +9,7 @@
def create_test_graph():
G = nx.MultiDiGraph()
G.add_edges_from([(1,2), (1,3), (2,3)])
- highway_values = {(1,2,0):{'highway':'living_street'},
+ highway_values = {(1,2,0):{'highway':'cycleway'},
(1,3,0):{'highway': 'motorway'},
(2,3,0):{'highway':'path'}}
nx.set_edge_attributes(G,highway_values)
@@ -19,9 +19,9 @@ def create_test_graph():
def create_validation_graph():
G = nx.MultiDiGraph()
G.add_edges_from([(1, 2), (1, 3), (2, 3)])
- attributes = {(1,2,0): {'highway': 'living_street', 'pbi': True},
+ attributes = {(1,2,0): {'highway': 'cycleway', 'pbi': True},
(1,3,0): {'highway': 'motorway', 'pbi': False},
- (2,3,0): {'highway': 'path', 'pbi': True}}
+ (2,3,0): {'highway': 'path', 'pbi': False}}
nx.set_edge_attributes(G, attributes)
return G