diff --git "a/analysis.ipynb" "b/analysis.ipynb" --- "a/analysis.ipynb" +++ "b/analysis.ipynb" @@ -16,8 +16,15 @@ "outputs": [], "source": [ "%load_ext autoreload\n", - "%autoreload 2\n", - "\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 88, + "metadata": {}, + "outputs": [], + "source": [ "import pandas as pd\n", "from PIL import Image\n", "from scipy.stats import pearsonr\n", @@ -28,7 +35,11 @@ "import json\n", "from utils.visualize_bboxes_on_image import draw_text_on_image\n", "import numpy as np\n", - "from sklearn.metrics.pairwise import cosine_similarity" + "from sklearn.metrics.pairwise import cosine_similarity\n", + "import matplotlib.pyplot as plt\n", + "import tqdm as tqdm\n", + "from functools import cache\n", + "from utils.flatten import flatten" ] }, { @@ -65,11 +76,344 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": { "id": "ZZD9JBaWa_T_" }, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
document_imagepredicted_bboxespredicted_scorespredicted_labelsvectorsweighted_vectorsreduced_predicted_bboxesreduced_predicted_scoresreduced_predicted_labelsreduced_vectorsreduced_weighted_vectors
00.png[[29.3435668945, 643.4645996094, 739.842041015...[0.7836931944000001, 0.6475759149, 0.599450826...[Table, Table, Text, Section-header, Section-h...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[[29.3435668945, 643.4645996094, 739.842041015...[0.7836931944000001, 0.6475759149, 0.599450826...[Table, Table, Text, Section-header, Section-h...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...
11.png[[39.7452430725, 49.9780197144, 781.0, 602.479...[0.4839464724, 0.47660487890000003, 0.46349054...[Table, Text, Table, Table, Caption, Text, Tex...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[[39.7452430725, 49.9780197144, 781.0, 602.479...[0.4839464724, 0.47660487890000003, 0.37839061...[Table, Text, Text, Text, Text, Text, Text, Te...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...
22.png[[103.5238952637, 594.1181030273, 113.16088867...[0.7848277092, 0.7287962437000001, 0.709546744...[Title, Title, Table, Title, Title, Title, Tit...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[[103.5238952637, 594.1181030273, 113.16088867...[0.7848277092, 0.7287962437000001, 0.709546744...[Title, Title, Table, Title, Title, Section-he...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...
33.png[[88.863067627, 108.4031677246, 396.8055114746...[0.6572625637, 0.6462457776, 0.6340482235, 0.5...[Text, Text, Text, Picture, Text, Title, Text,...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[[88.863067627, 108.4031677246, 396.8055114746...[0.6572625637, 0.6462457776, 0.6340482235, 0.5...[Text, Text, Text, Text, Title, Text, Text, Te...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...
44.png[[82.0789871216, 45.9043922424, 709.9898071289...[0.8355703354, 0.6515532136000001, 0.562511444...[Table, Table, Title, Picture, Section-header,...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[[82.0789871216, 45.9043922424, 709.9898071289...[0.8355703354, 0.5625114441, 0.1248187646][Table, Title, Section-header][0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...
....................................
1994219942.png[[191.2108917236, 260.6972351074, 370.19641113...[0.6322918534, 0.5738079548, 0.541682004900000...[Text, Section-header, Text, Text, Text, Table...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[[191.2108917236, 260.6972351074, 370.19641113...[0.6322918534, 0.5738079548, 0.448937684300000...[Text, Section-header, Text, Text, Table, Text...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...
1994319943.png[[256.7819213867, 81.0255050659, 392.073303222...[0.6657200456, 0.4550766945, 0.4131726623, 0.4...[Title, Text, Table, Text, Caption, Table, Pic...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[[256.7819213867, 81.0255050659, 392.073303222...[0.6657200456, 0.4550766945, 0.4053039551, 0.3...[Title, Text, Text, Caption, Text, Title, Sect...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...
1994419944.png[[124.7773895264, 139.6303100586, 802.0, 658.7...[0.6754669547000001, 0.5447676778, 0.477854847...[Table, Page-footer, Page-footer, Table, Secti...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[[124.7773895264, 139.6303100586, 802.0, 658.7...[0.6754669547000001, 0.5447676778, 0.477854847...[Table, Page-footer, Page-footer, Section-head...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...
1994519945.png[[14.6810312271, 343.2859802246, 736.022338867...[0.5109338164, 0.3732797503, 0.3711174726, 0.2...[Picture, Table, Text, Text, Text, Text, Table...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[[14.6810312271, 343.2859802246, 736.022338867...[0.5109338164, 0.3711174726, 0.299810946, 0.20...[Picture, Text, Text, Text, Text, Text, Text, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...
1994619946.png[[26.7576179504, 270.6901855469, 751.377380371...[0.693007946, 0.3177033067, 0.2668364942, 0.26...[Table, Caption, Picture, Picture, Title, Titl...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[[26.7576179504, 270.6901855469, 751.377380371...[0.693007946, 0.3177033067, 0.2668364942, 0.25...[Table, Caption, Picture, Title, Title, Text, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...
\n", + "

19947 rows × 11 columns

\n", + "
" + ], + "text/plain": [ + " document_image predicted_bboxes \\\n", + "0 0.png [[29.3435668945, 643.4645996094, 739.842041015... \n", + "1 1.png [[39.7452430725, 49.9780197144, 781.0, 602.479... \n", + "2 2.png [[103.5238952637, 594.1181030273, 113.16088867... \n", + "3 3.png [[88.863067627, 108.4031677246, 396.8055114746... \n", + "4 4.png [[82.0789871216, 45.9043922424, 709.9898071289... \n", + "... ... ... \n", + "19942 19942.png [[191.2108917236, 260.6972351074, 370.19641113... \n", + "19943 19943.png [[256.7819213867, 81.0255050659, 392.073303222... \n", + "19944 19944.png [[124.7773895264, 139.6303100586, 802.0, 658.7... \n", + "19945 19945.png [[14.6810312271, 343.2859802246, 736.022338867... \n", + "19946 19946.png [[26.7576179504, 270.6901855469, 751.377380371... \n", + "\n", + " predicted_scores \\\n", + "0 [0.7836931944000001, 0.6475759149, 0.599450826... \n", + "1 [0.4839464724, 0.47660487890000003, 0.46349054... \n", + "2 [0.7848277092, 0.7287962437000001, 0.709546744... \n", + "3 [0.6572625637, 0.6462457776, 0.6340482235, 0.5... \n", + "4 [0.8355703354, 0.6515532136000001, 0.562511444... \n", + "... ... \n", + "19942 [0.6322918534, 0.5738079548, 0.541682004900000... \n", + "19943 [0.6657200456, 0.4550766945, 0.4131726623, 0.4... \n", + "19944 [0.6754669547000001, 0.5447676778, 0.477854847... \n", + "19945 [0.5109338164, 0.3732797503, 0.3711174726, 0.2... \n", + "19946 [0.693007946, 0.3177033067, 0.2668364942, 0.26... \n", + "\n", + " predicted_labels \\\n", + "0 [Table, Table, Text, Section-header, Section-h... \n", + "1 [Table, Text, Table, Table, Caption, Text, Tex... \n", + "2 [Title, Title, Table, Title, Title, Title, Tit... \n", + "3 [Text, Text, Text, Picture, Text, Title, Text,... \n", + "4 [Table, Table, Title, Picture, Section-header,... \n", + "... ... \n", + "19942 [Text, Section-header, Text, Text, Text, Table... \n", + "19943 [Title, Text, Table, Text, Caption, Table, Pic... \n", + "19944 [Table, Page-footer, Page-footer, Table, Secti... \n", + "19945 [Picture, Table, Text, Text, Text, Text, Table... \n", + "19946 [Table, Caption, Picture, Picture, Title, Titl... \n", + "\n", + " vectors \\\n", + "0 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "1 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "2 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "3 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "4 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "... ... \n", + "19942 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "19943 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "19944 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "19945 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "19946 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "\n", + " weighted_vectors \\\n", + "0 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "1 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "2 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "3 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "4 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "... ... \n", + "19942 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "19943 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "19944 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "19945 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "19946 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "\n", + " reduced_predicted_bboxes \\\n", + "0 [[29.3435668945, 643.4645996094, 739.842041015... \n", + "1 [[39.7452430725, 49.9780197144, 781.0, 602.479... \n", + "2 [[103.5238952637, 594.1181030273, 113.16088867... \n", + "3 [[88.863067627, 108.4031677246, 396.8055114746... \n", + "4 [[82.0789871216, 45.9043922424, 709.9898071289... \n", + "... ... \n", + "19942 [[191.2108917236, 260.6972351074, 370.19641113... \n", + "19943 [[256.7819213867, 81.0255050659, 392.073303222... \n", + "19944 [[124.7773895264, 139.6303100586, 802.0, 658.7... \n", + "19945 [[14.6810312271, 343.2859802246, 736.022338867... \n", + "19946 [[26.7576179504, 270.6901855469, 751.377380371... \n", + "\n", + " reduced_predicted_scores \\\n", + "0 [0.7836931944000001, 0.6475759149, 0.599450826... \n", + "1 [0.4839464724, 0.47660487890000003, 0.37839061... \n", + "2 [0.7848277092, 0.7287962437000001, 0.709546744... \n", + "3 [0.6572625637, 0.6462457776, 0.6340482235, 0.5... \n", + "4 [0.8355703354, 0.5625114441, 0.1248187646] \n", + "... ... \n", + "19942 [0.6322918534, 0.5738079548, 0.448937684300000... \n", + "19943 [0.6657200456, 0.4550766945, 0.4053039551, 0.3... \n", + "19944 [0.6754669547000001, 0.5447676778, 0.477854847... \n", + "19945 [0.5109338164, 0.3711174726, 0.299810946, 0.20... \n", + "19946 [0.693007946, 0.3177033067, 0.2668364942, 0.25... \n", + "\n", + " reduced_predicted_labels \\\n", + "0 [Table, Table, Text, Section-header, Section-h... \n", + "1 [Table, Text, Text, Text, Text, Text, Text, Te... \n", + "2 [Title, Title, Table, Title, Title, Section-he... \n", + "3 [Text, Text, Text, Text, Title, Text, Text, Te... \n", + "4 [Table, Title, Section-header] \n", + "... ... \n", + "19942 [Text, Section-header, Text, Text, Table, Text... \n", + "19943 [Title, Text, Text, Caption, Text, Title, Sect... \n", + "19944 [Table, Page-footer, Page-footer, Section-head... \n", + "19945 [Picture, Text, Text, Text, Text, Text, Text, ... \n", + "19946 [Table, Caption, Picture, Title, Title, Text, ... \n", + "\n", + " reduced_vectors \\\n", + "0 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "1 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "2 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "3 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "4 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "... ... \n", + "19942 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "19943 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "19944 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "19945 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "19946 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "\n", + " reduced_weighted_vectors \n", + "0 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "1 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "2 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "3 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "4 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "... ... \n", + "19942 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "19943 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "19944 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "19945 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "19946 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ... \n", + "\n", + "[19947 rows x 11 columns]" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "vectors_df = pd.read_json('./data/local-data/processed/RVL-CDIP-invoice/vectors.json.zip')\n", "vectors_df" @@ -97,7 +441,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -108,9 +452,9 @@ " weighted_vectors = vectors_df.loc[index, 'weighted_vectors']\n", " reduced_vectors = vectors_df.loc[index, 'reduced_vectors']\n", " reduced_weighted_vectors = vectors_df.loc[index, 'reduced_weighted_vectors']\n", - " non_zero_vectors, non_zero_uniques = unzip_fn([(vector, unique) for vector, unique in zip(vectors, unique_values) if vector > 0])\n", + " non_zero_vectors, non_zero_uniques = unzip_fn([(vector, unique) for vector, unique in zip(vectors, unique_values) if vector > 0]) if len([i for i in vectors if i > 0]) > 0 else ([], [])\n", "\n", - " non_zero_vectors__uniques = pearsonr(non_zero_vectors, non_zero_uniques)\n", + " non_zero_vectors__uniques = pearsonr(non_zero_vectors, non_zero_uniques) if len(non_zero_vectors) > 0 else [0,1]\n", " vectors___unique_values = pearsonr(vectors, unique_values)\n", " vectors___weighted_vectors = pearsonr(vectors, weighted_vectors)\n", " vectors___reduced_vectors = pearsonr(vectors, reduced_vectors)\n", @@ -175,14 +519,14 @@ " plt.show()\n", "\n", " return {\n", - " 'old_pearsonr' : f'{round(_old_pearsonr.statistic, 4)} - {_old_pearsonr.pvalue}',\n", - " 'old_cosine_similarity' : round(_old_cosine_similarity, 4),\n", - " 'pearsonr' : f'{round(_pearsonr.statistic, 4)} - {_pearsonr.pvalue}',\n", - " 'cosine_similarity' : round(_cosine_similarity, 4),\n", - " 'pearsonr_smooth' : f'{round(_pearsonr_smooth.statistic, 4)} - {_pearsonr_smooth.pvalue}',\n", - " 'cosine_similarity_smooth' : round(_cosine_similarity_smooth, 4),\n", - " 'pearsonr_random' : f'{round(_pearsonr_random.statistic, 4)} - {_pearsonr_random.pvalue}',\n", - " 'cosine_similarity_random' : round(_cosine_similarity_random, 4),\n", + " 'old_pearsonr' : f'{round(_old_pearsonr.statistic, 4)} - {_old_pearsonr.pvalue}',\n", + " 'old_cosine_similarity' : round(_old_cosine_similarity, 4),\n", + " 'pearsonr' : f'{round(_pearsonr.statistic, 4)} - {_pearsonr.pvalue}',\n", + " 'cosine_similarity' : round(_cosine_similarity, 4),\n", + " 'pearsonr_smooth' : f'{round(_pearsonr_smooth.statistic, 4)} - {_pearsonr_smooth.pvalue}',\n", + " 'cosine_similarity_smooth' : round(_cosine_similarity_smooth, 4),\n", + " 'pearsonr_random' : f'{round(_pearsonr_random.statistic, 4)} - {_pearsonr_random.pvalue}',\n", + " 'cosine_similarity_random' : round(_cosine_similarity_random, 4),\n", " }\n" ] }, @@ -192,7 +536,7 @@ "metadata": {}, "outputs": [], "source": [ - "get_stats(0)" + "get_stats(19569)" ] }, { @@ -201,8 +545,9 @@ "metadata": {}, "outputs": [], "source": [ - "with zipfile.ZipFile('./data/local-data/processed/RVL-CDIP-invoice/cosine_similarity_scores/vectors_column.json.zip', \"r\") as zip_ref:\n", - " similarity_vectors_json = json.loads(zip_ref.read(zip_ref.filelist[0].filename))" + "correlation_results = []\n", + "for i in tqdm.tqdm(range(len(correlation_results), len(vectors_df))):\n", + " correlation_results.append(get_stats(i))" ] }, { @@ -211,71 +556,149 @@ "metadata": {}, "outputs": [], "source": [ - "top_matches = [\n", - " similarity for similarity in \n", - " similarity_vectors_json \n", - " if similarity['cosine_similarity_score'] > 0.8 and \n", - " similarity['document_image_1'] != similarity['document_image_2']]\n", - "top_matches.sort(key=lambda similarity: similarity['cosine_similarity_score'], reverse=True)" + "columns = list(correlation_results[0].keys())\n", + "fig, axes = plt.subplots(4, 2, figsize=(12, 12))\n", + "axes = axes.flatten()\n", + "for i, column in enumerate(columns):\n", + " ax = axes[i]\n", + " ax.hist([j[column][0] for j in correlation_results], bins=100)\n", + " ax.set_title(column)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# vector_columns = ['vectors_column', 'weighted_vectors_column', 'reduced_vectors_column', 'reduced_weighted_vectors_column']\n", + "# similarities_json = {}\n", + "# for vector_column in tqdm.tqdm(vector_columns):\n", + "# with zipfile.ZipFile(f'./data/local-data/processed/RVL-CDIP-invoice/cosine_similarity_scores/{vector_column}.json.zip', \"r\") as zip_ref:\n", + "# similarity_vectors_json = json.loads(zip_ref.read(zip_ref.filelist[0].filename))\n", + "# similarities_json[vector_column] = similarity_vectors_json\n", + "@cache\n", + "def get_similarities(filter, vector_column: str = 'vectors_column'):\n", + " with zipfile.ZipFile(f'./data/local-data/processed/RVL-CDIP-invoice/cosine_similarity_scores/{vector_column}.json.zip', \"r\") as zip_ref:\n", + " similarity_vectors_json = json.loads(zip_ref.read(zip_ref.filelist[0].filename))\n", + " results = [value for value in tqdm.tqdm(similarity_vectors_json) if (filter(value) if filter else True)]\n", + " results.sort(key=lambda similarity: similarity['cosine_similarity_score'], reverse=True)\n", + " similarity_vectors_json = None\n", + " return results" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 198951378/198951378 [00:58<00:00, 3401285.59it/s]\n" + ] + } + ], + "source": [ + "top_matches = get_similarities(\n", + " lambda similarity: similarity['cosine_similarity_score'] > 0.8 and similarity['document_image_1'] != similarity['document_image_2'], \n", + " 'vectors_column')" + ] + }, + { + "cell_type": "code", + "execution_count": 233, "metadata": {}, "outputs": [], "source": [ "def get_image(filename: str):\n", " return Image.open(f'./data/local-data/raw/RVL-CDIP-invoice/{filename}')\n", "\n", - "def print_matches(matches, two_column_count, *, start = 0):\n", - " images_range = range(start, start + two_column_count)\n", - " images = np.array(\n", + "def print_matches(matches, *, per_side = 1, figsize = None):\n", + " images = [\n", " [\n", - " [\n", - " get_image(matches[i]['document_image_1']), \n", - " get_image(matches[i]['document_image_2']),\n", - " draw_text_on_image(\n", - " Image.new(\"RGB\", (800, 1200), 'white'),\n", - " [100, 100],\n", - " json.dumps(\n", - " get_modified_stats(\n", - " int(matches[i]['document_image_1'].split('.')[0]), \n", - " int(matches[i]['document_image_2'].split('.')[0]), \n", - " 'vectors'), \n", - " indent=4),\n", - " label_text_size=40,\n", - " label_fill_color='white',\n", - " ),\n", - " ]\n", - " for i\n", - " in images_range\n", - " ],\n", - " dtype=\"object\").flatten().tolist()\n", - " titles = np.array(\n", + " get_image(match['document_image_1']), \n", + " get_image(match['document_image_2']),\n", + " # draw_text_on_image(\n", + " # Image.new(\"RGB\", (800, 1200), 'white'),\n", + " # [100, 100],\n", + " # json.dumps(\n", + " # get_modified_stats(\n", + " # int(matches[i]['document_image_1'].split('.')[0]), \n", + " # int(matches[i]['document_image_2'].split('.')[0]), \n", + " # 'vectors'), \n", + " # indent=4),\n", + " # label_text_size=40,\n", + " # label_fill_color='white',\n", + " # ),\n", + " ]\n", + " for match\n", + " in matches\n", + " ]\n", + " titles = [\n", " [\n", - " [\n", - " f\"{matches[i]['document_image_1']}, Similarity - {round(matches[i]['cosine_similarity_score'], 4)}\", \n", - " matches[i]['document_image_2'],\n", - " 'More Statistics',\n", - " ]\n", - " for i\n", - " in images_range\n", - " ]).flatten().tolist()\n", - " width_parts = 3\n", - " return show_tile_images(\n", - " images,\n", - " titles = titles,\n", + " # f\"{match['document_image_1']}, Similarity - {round(match['cosine_similarity_score'], 4)}\", \n", + " match['document_image_1'],\n", + " match['document_image_2'],\n", + " # 'More Statistics',\n", + " ]\n", + " for match\n", + " in matches\n", + " ]\n", + " width_parts = len(images[0]) * per_side\n", + " tile_image = show_tile_images(\n", + " images = flatten(images),\n", + " titles = flatten(titles),\n", " width_parts = width_parts,\n", - " figsize = (10.2 * width_parts, 12 * (len(images) / width_parts)),\n", + " figsize = figsize or (10.2 * width_parts, 12 * (len(images) / width_parts)),\n", " space = 2,\n", " pad = True,\n", " figcolor = '#d3eddd',\n", - " title_color = 'black',\n", - " title_background_color = 'white',\n", - " title_font_size = 30)\n", + " title_color = 'white',\n", + " title_background_color = 'black',\n", + " title_font_size = 25)\n", + " return tile_image\n", "\n", - "print_matches(top_matches, 2, start=0)" + "# print_matches(top_matches[0:1], figsize=(10, 7))" + ] + }, + { + "cell_type": "code", + "execution_count": 236, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAtAAAAH4CAIAAADsIk0NAAEAAElEQVR4nOy9d3wUdf74P7O9903b9IT0EEoIvYOAdKQKCihyWE+s53kWrFhOPU89RUSRIiBK7z2EGhIS0ntPNtv77myZ+f3x+jK//YRiCKTBPP/gsRneO/Oe2ZnXvN6vihboqxCKLmdM4mC9Rtfds7j/kQcoTpdc6u5ZUDy4UE/6/QElSe4JtO6ewAMKJYO6Buo6U3Qv1B14f0D9jvcESuGgoKCgoKCg6HQohYOCgoKCgoKi06EUDgoKCgoKCopOh1I4KCgoKCgoKDodSuGgoKCgoKCg6HQohYOCgoKCgoKi06EUDgoKCgoKCopOh1I4egevv/46cZ27HNy/f/+33357z549JSUlOp3O7XbrdLqsrKx//vOfUqm0E+ZOQUFxS7hc7uTJk998880//vijtrYWHtt33nnnpoNDQkKefvrpHTt2VFRUOBwOh8NRXV29devWsWPH3v4ogYGB77333pUrV/R6vcPhqK2tPXTo0Ouvv85gMG7/xf/9738wpZqamhv/VywWz5gxY82aNfv27WtuboaRS5cubee5UzxooFSl0W4hVR7T/sFxcXF5eXlcLhf+RFH0bgb/97//fe655+Cz0+n0eDwikQj+1Gq1M2bMuHjxYvvn1vOh7nCKbuQvn/TRo0efPn26zcZ33313zZo1bTaGhobW1dXRaP9vlWi321EU5fF48OdPP/20cuVKHMdvPMT8+fPXrVsnFosRBHE6nW63Gz4jCCKRSMxm863mNmbMmBMnTsARa2tro6Ki2gxYunTpL7/80mbjsmXLNm7ceKt99l4oSXL3UBaOng6Kohs2bOByuefPn78ngy9fvvzKK68MGTJEIpHweDyxWCwQCB5//HGNRqNUKnfv3k3qHxQUFF2AwWA4fvz4p59+unDhwpaWllsNo9PpNBrt+PHjjz/+eEhIiEAgEAgESUlJu3fvRhDkySeffPfdd2/81ty5c7du3SoWi3/44YekpCQejyeRSIRC4ciRI7/44guPx3Orw3G53B9//NHr9WZnZ99m8i0tLQcPHvzggw9mz57d/lOmeDD5C3saRbfz/PPPDx8+fPPmzZWVlcOGDbv7wZs2bWqzxW63b9q0Sa1WHz16NDAwcNq0aVu3br03s6egoLgtZ8+elcvl5J9r16691Uij0ThgwICrV6+SWwiCKCkpmT179sGDB6dMmfLiiy9++OGHGIaRA4KCgn744Qc6nf7SSy99+eWX5HabzZaVlZWVlXWbiX344YexsbEffPBBaGjooEGDbjpm06ZN96Uxg6KToCwcPZrIyMgPP/xQp9OtXr363g6+EdKTEhoa2p7xNTU14K8VCAQfffRRaWmpw+HQarW7du3KyMi4cTz4d0ePHi0QCN5///2SkhKHw6HT6fbt23fT8QiCyOXyL774oqqqyul0Njc379ixo3///v676sBpUlD0KG7qBLkpFovFX9vwZ8OGDQiCCIXCxMRE/+0vvPCCTCbLzc311zbaw+DBg1944YWysrIPPvjgNsPaP/nbQz7RgYGB//3vf6urq51OZ0tLy+bNm+Pj49sMjoiIgPEREREBAQFfffUVjFer1b/99tuN44Hw8PD169c3NDS4XK6GhoYNGzbExMT47+qenAjF7aEsHD2aH3/8USAQPPPMMzrdX7cOuqPBNzJy5Ej4UFV1B65KqVSanZ2dkJCAYZjL5VIoFLNmzZo+ffpTTz31888/3zg+ODg4Nze3T58+TqcTx3G5XD5t2rSJEydOnz792LFj/iP79Olz6tQplUqFIIjL5eLxePPmzZsxY8bcuXM7cHYUFPcxLpcLPtDpdP/tjz/+OIIgmzdvvqO9sVisDRs2oCi6cuVKf3tJZxMVFfXbb78FBwc7HA6PxxMUFLR48eI5c+bMnj37yJEjN45PTk7esGFDYGCg3W5HECQwMHDhwoVTpkwZNWrUtWvX/EcOGTLkyJEj4Cx2OBxisXj58uVz5sxZsWJF15waBUBZOHouK1asmDBhwrFjx250gtzlYH9YLFZERMSzzz4LX6yoqNi3b1/7v/7OO+8EBATMmzePz+dLJJLExMTTp0/T6fQffvgBrBFt+Pbbb91u99ixY/l8vkAgGDRoUGlpKZvNXrdunX98K4PB2Llzp0ql0mq1s2fPhp0nJCRkZWVRJlwKijaMGTMGQRAMw8rLy8mNkZGRoK/n5OSkpKRs2bKlubkZ1vfbtm27jX/27bffTkpK+umnnzIzMzt/7v8/X375pdvtnjhxIp/PF4lEGRkZ165d43K527dvhxNpw6ZNmyoqKtLT0yGcZcKECc3NzWKx+L///a//MLFY/Mcff4hEoqqqKpA8IpFo0KBBNTU1P/zwQ1edHAWCUApHjyUkJOSzzz5zOBx/+9vf7u1gEqfTSRAEhmG1tbXffPONTCbLysoaP3682+1u/04kEsm8efN27tzp8/kQBCktLZ0yZUp5eTmTyXz//fdvHO/1eseOHXv69GlI2b1y5cq8efMQBImMjBw6dCg5bMGCBX379sVxfM6cObt37wbLbVlZ2dSpU1tbW9s/PQqK+57IyMhVq1YhCLJ9+3ar1Upuj4uLgw/Dhw+/cuXKo48+KhaLXS5XaGjoggULzp49+69//evGvfXr1++1115Tq9Wvvvpq18yfBDKEjx8/Dn9mZ2dPmDBBr9eLxeI33njjxvGtra0TJ07MyclBEMTn8504cQIE4KhRo/wVlOeeey4kJMTpdE6aNIlMCLpy5cqECRNAalF0GZTC0UP54YcfJBLJu+++e9P097sZTKJWq9Vqtc1mgz9Pnjz54osvNjQ03NE8s7KyTp486b/F5XJ99tlnCIJMnjz5xoSXdevWabVa/y2FhYXV1dUIgvTt25fcCFpIZmZmm7g2DMNg5xQUFAiCcDic33//nc/na7Xaf/zjH/7/RZbVef/995ubmydMmCAQCCQSSVJS0qlTp2g02vvvv98mtYROp2/YsIHJZL7wwgu3SZftJH7//ffS0lL/LVqt9vvvv0cQZMGCBTeO//e//036koBDhw6BDyg1NZXcCMJk+/btbZzFer3+f//7372bPsVfQykcPZHFixdPmzbt6tWrX3zxxb0d7E9UVFRwcLBQKAwICHj55Zf79et3+fLlG7P/b08bbcN/I51OHzBgQJv/unTp0o3jm5ubEQSRyWTkFvjimTNnbhx8Y9ECCooHEzqdvnXr1vT0dLfbvXjx4jYptWTFDhRFH3nkkRMnToBZsaSkZPr06TC4TYWxf/zjH/3799+3b9/vv//eVSfx/3MbYaJQKCIjI9v8143CxOfzwXqGFCZMJjM5ORmhhEnPgFI4ehwQd+31ep966qm/tPjd0eBbodVqv/jii8mTJxME8fbbb0+dOrX9321qarrNxoCAgDb/5W/yJfF6vQiCMJlMcotSqUSuKyLtOSIFxYMGjUbbsmXL7NmzPR7Po48+2ibmGvF71k6cONEmvcVut3/77bcIgqSlpZEPaWJi4ltvvWW1Wp955pnOn/5N6AxhIpPJoJoqJUx6ApTC0eNYu3atQqFYt25daWkp3w8WiwUD4E94ou5o8O3Jzs4G/8XKlSs77eTujPbUcaegeACh0WibN29esGCB1+tdsmTJH3/8ceMY8m1aUlJy4/8WFxfDBzIj9Ntvv2Wz2R9++KHRaPQXJvDCRlHU/89eByVMegKUwtHjgPrBzzzzjO3/8s9//hMGwJ+ffvrpnQ7+S0BCxcbGtn+2N40eJzdqNJr278ofsIuGhIS084gUFA8OYNtYtGgRaBs7duy46bDi4mJY7t8UMimMfBODMFm7dm0bYbJkyRIEQSIiIuDPZ5999h6fz3U6Q5gYDAa4CJQw6QlQCgfF/090dDRyC0Plrbhp1yjY6PP5blWn6C/Jzc1Frif7teGmGykoHhBoNNrWrVsXLlwI2sb27dtvNRLDMMhrbVMNDEhKSkIQBMfx2traTpvsnXEbYaLX6zs2T4/HU1RUhFDCpGdAKRw9jrFjx6I3g2yUAH9COdE7Goz4xZHdyLhx46Di5x0FUo0cObJNxU82m/3yyy8jCHLkyJEOB7rv3LkTQZBRo0a1qRbAYrFeeeWVju2TgqK3A7aNBQsWeDyexYsX30bbAKD43vjx49sUxeHz+RCocenSJbJOYFRU1E2FCbRnq62thT//85//dMapIQgyb948MpUXkMvlkOn6l2d6G0CYLFiwABZUJDKZDNKJKboMSuF4sAgLC7t69erKlSv9Gz+Ghoa+/vrre/bsodFoer2+TRXkd9555zbVf00m0x9//PHII49AicP4+PgDBw4kJiZ6vd633367w/Pcvn17YWEhjUb7888/Z8yYAXpSXFzc/v37g4KCOrxbCooeiEQikV8HbnUej0du4fP5MAziNhYuXAhRorfypPizZcuWS5cu0Wi0P/74Y9y4ceBGSUhI2Lt3b3BwsM/ne/PNN+9y8nI/YItAICC3kG2rgZ9//hmEyU135XK5Dh8+PH78ePgzPT39+PHjSqXSYrHcpsXMX/LNN9+o1Woul3v48OFRo0bBxoEDBx47dqyXxqP0XiiF44GjX79+P/zwQ3V1tcvl0mg0Vqu1oaFh7dq1AoGgurp6woQJd1RZa82aNVqtdufOnTabzWg0lpaWjh8/Hsfxp59+GgrydAyPxzN37tyWlpbAwMA9e/bY7Xaj0VhWVjZy5Eio1oz4lXOmoOjVXL16VXed8PBwBEFee+01css333wDw4YPH75o0SIEQQiC+O9//9tyM+bPn++/Z4IgZs6cWVRUFBUVdeLECavVajQaS0pKxo0b53a7V61aderUqbucvM4P2PLNN9+QW1577bX272r16tUcDuf48eM2m81isWRnZ/fr18/lci1atOhO6wP5YzKZ5s6da7Va+/Tpc+bMGdj5lStXoqKiyAB5Sph0DZTC8WDR3Nw8d+7cb775Jjs7W6fTiUQiGo1WV1e3d+/eJ598Mjk5OS8v7452aDQaMzIyPv744/r6ejabrdfr9+7dO3z48PXr19/lVMvKyvr27fuf//ynpqYGRVGXy7V9+/YhQ4acO3cOBphMprs8BAVFL4L0h7JYrKBb0MaigCBIa2vrgAEDXn755cuXL3s8Hi6XW1NT89NPPw0YMODuH9J7S01NTf/+/b/55hutVstisVpbW7du3dq/f/+DBw/e5Z7PnTvXt2/fDRs2NDU1MRgMk8kEV4AsBUYJk64BLdDfQacuintFqjymu6dwt9TU1ERGRi5btqyLm5tAyxin0ykSiW4ThE9C3eEU3ch98KR3AeBkGTNmzE3Lc3UeK1as+PHHH6uqqtqTmkdJkruHsnBQ9DJef/11BEFOnjzZHm2DgoKC4qaw2ewXX3wRQZDDhw9391weFCiFg6KHMmbMmC+//HLgwIEcDge2DBgwYN++fRMmTMBxvJ2VRSgoKCgWLFjw/vvvJycnQwlEOp0+cuTIkydPJicnO53Ozsu7oWgDFaNL0UMRi8UvvvgiLEEMBgOXywX/NI7jr7zyShc3zqagoOi9BAUF/etf//rXv/6F47jRaBQIBGw2G0EQDMOWL19eUVHR3RN8UKAUDooeysWLF//1r3+NHz8+OjoaWqtUVVWdPXv2m2++uZv8FwoKigeN/fv3K5XKMWPGREREKBQKj8dTXV196tSpr776itI2uhIqaLR7oELJugzqDqfoRqgn/b6BkiR3z10pHCmy6L8eRHEzyEYGFJ0N1bSpYxQaqjv8XUoykFBP+n0DJUlIOiwcqKBRCgoKCgoKik6HUjgoKCgoKCgoOh1K4aCgoKCgoKDodCiFg4KCgoKCgqLToRQOCgoKCgoKik6HUjgoKCgoKCgoOh1K4egeAgMDu3sKDwTUdaboXqg78P6A+h3vCVSl0e5BrVZ39xQoKCg6HepJp6AgoSwcFBQUFBQUFJ0OpXBQUFBQUFBQdDqUwkFBQUFBQUHR6VAKBwUFBQUFBUWnQykcFBQUFBQUFJ0OpXBQUFBQUFBQdDqUwkFBQUFBQUHR6VAKBwUFBQUFBUWnQykcFPcbBEHY7XaCILp7IhQUFD0Lr9frcrm6exYPLpTCQXG/QRCEyWTq7llQUFD0ODwej81m6+5ZPLhQpc0p7jdQFA0JCenuWVBQUPQ4OBwOh8Pp7lk8uFAKB8X9Boqi3T0FCgqKngglHLoXyqVCQUFBQUFB0elQCgcFBQUFBQVFp0MpHN0AQRA4jvfGNIqbzpwgiNucC0EQbrfb7XZ3/uwoKHo3vVcyIDebPHGd23zF6XTiON4lE6TofnpfDAfcvgRBoCjq75AjCMLj8VitVhaLxefzabSb61Lw9Vt58nw+n8vl4vF4MADDsJKSErfbLRQK4+LiaDSaxWKpqamh0WhxcXFer7eiosLr9SIIwufz4+PjaTSazWZraGiw2+0cDic+Pp7JZKIo6nK5WCwWOSWbzVZZWdmvX782EzMajdXV1WazWSgUJiUl8fl8n89XV1dnMBgQBBGLxVFRUUwm8zYXx+fz2Ww2BoPB4XBoNBqcBfnA3/RPBEHggff5fAiCMBgMFEVxHPd6vTB5/xnm5uaeOHFixIgRQ4YMgT0QBNHY2IiiqEqlIueg0+kCAgIIgqDT6QiCXL58GcfxESNGkBPAMIzD4ZB/kr+m2+0mCILNZiMIYrFYLBaLSqXCMMzpdIrF4lv9pt2Fw+GorKyE6waXAkVRn893GyFLEASLxeLxeHw+n8Fg4Dju8XhaW1sRBGGz2RwOB8Mwr9dLp9PpdLrT6WQwGCKRiMlk6vV6LpfLYrG8Xq9IJKLRaARB0Gg0NpsNl5HBYLBYLPJAt7//SeBXvlcXpNvxv5f8t0NuAo1GEwgE5HNx43fhw63+126383g8uLA+n6+iosJisbBYrISEBDabjWFYdXW10+mMjY3lcrlVVVWQDUGn0xMTE+GXbWlp0el0KIr26dNHJBKhKOrxeBAEIX8CHMdzcnLS0tLgESDBMKy8vNxisXg8ntjYWJVKRRCEwWCora0lCILBYPTp04fP598mQAHmD8disVjkyDby8EZZgeM4jUbDMAzuNBCzcH/6799isezdu1ev1z/55JMgP+G7+fn5KSkpLBYL9my1WhEEEQgECILQaDSPx7Nx48ZFixYJhUI4otfrhWcEuUHUOxwOEGsEQdTX18vlcj6fbzabWSwWl8vtUcEZBEHo9fqmpiYQrf7C4TbaFYg+gUAAp4OiqN1uB+HP4/EYDAaZ0MtkMuEVIxAI6HS6TqcTCoVMJtPj8YjFYjicv3BgMpn+j3k3Cofep3AgCFJQUHD58uVHH32Ux+PBFrfbnZWVtXPnzurqaolEkp6ePnfu3IiIiBvvwuzsbLvdPmbMGPhVSktLY2JiSEldWVn57bfffvLJJ1wuF0EQj8dTWlrqcDiampomT56cmJj46aef2mw2nU734osvoii6Y8eOlpYWgUAQFxcXFRV17dq1devW+Xy+kJAQg8EQEhIyf/78hISEP/74gyCIGTNmwHNlMBjaTIwgiKtXr27bto3H44WGhtbX1xuNxsGDB3/99dcGg0Eqlfp8vqqqqunTp8+dO5fBuOWvdvXq1W+++UahUAiFwueee04ul8P2EydO9O/fH/4kCOKPP/6Ijo4eMGAATOPy5ctut9vlcp04ceJf//oXn8/fvn27yWT629/+5j9Pm8128ODB5ORkPp+/ceNGq9XqdDrlcrnT6aysrIyKivJ4PEFBQWw2e//+/XK5PDQ0NC0tbdy4cQRBVFRUVFRUNDU1BQUFmUwmr9cbFxcXGBioVqs1Go3BYAgMDJTL5W63e+zYsWq1GsOwY8eORUdHL1q06OTJk0eOHHn44YeFQiGXyw0KCqqqqiIIgslkpqSkgPDqFkC9s9vtLpeLTqe7XC4ul2s0Gi0WC47jHA4H9Fccx3EcF4vFILtBDxMKhXQ6nSAIn89nsVgQBGEwGEwm0+v14jiOoiiIYxqNxuVyaTSa3W4HqeHz+UDsGo3G1tZWpVJJo9F0Op3X64X3EIIgMTExQ4cOvakIxnHcYDAYjcaQkBAWi1VZWZmUlNTVF67TqKur279//+LFi6VSKWzxer05OTk7duwoKSnhcrnJyckLFy5MTEy88eLU1dVduXJlzpw58F/V1dUBAQHk3WWxWP7xj3+89dZbkABFEER1dbVarTaZTBUVFbNnz964cWN+fr7NZnvooYfGjx+/ffv2lpYWl8sVFhb29NNPIwjy1VdfNTU1hYaGYhjG4/FGjhw5efLkkpKSgwcPLlq0KDw8HEVRDMOsVmubB7ylpWXbtm21tbXJyclWq/Xy5ct///vfd+/efe7cOS6XK5PJKioqFArFa6+9JpVKb/XedTgc7777Ltxa06ZNIwVgQ0NDY2Mjebc0NDQcOnRo+fLl5Eppy5Yt06ZN++STT2bNmjVq1KiWlpYvvvjiueeei4yM9N//pUuXtFptv379cnJyCgoKPB4PQRByuby8vHzHjh3h4eE0Gk0kEmk0mitXrsTExAQHB8+aNSsgIECtVufn5585c4bH48Hjw+fzU1JSfD6fwWCor6/3+XxxcXFOpzM0NDQpKam2ttbtdm/YsOG9995jsVifffaZQqEYOHAgi8VSKBQ+n0+j0aAoKpFIEhMT22hFXYnX67XZbBaLxefzgcbG5XJ1Op3RaGSz2QwGAyqC+Hw+BoPB5/NBOOA4zmazQXeE+wHURFivgnqKoiidTscwjMlkstlsWOVyOBw6ne7z+UBZ0Wq1BoMBVn1arRZF0aCgIBAOSUlJpORvA1xzo9EYGhrKYDCqq6sTExPv7WXplQqHWCw2GAzkIsDn823ZskWr1S5fvjw4ONjj8eTk5JSVlUVERLT5ImgYW7duTU1NlcvlarX6448//vLLL+FN7HK5zp07x2Awdu/evWDBAhqN5vP54uPjExMTr127dvny5cjISBaLtXz58piYGLgn+vbt+9tvv02cODEoKEitVu/cufPdd98NDg6G90pFRcWhQ4eio6MHDRr0008/Xb16deHChQMHDhQIBJcvX+7bty/5q6vV6h9//HHNmjUKhQIEAUEQmzdvjo+Pnz17Ngggh8OxcePG8+fPjxw58lZiRaFQvPHGGyqV6o8//qitrZXJZARBnD17ds2aNXPnzn3mmWeYTCZBEKdPn/7ss8/efvvtKVOm0Gg0vV7P4/FGjBhx6tSpo0ePJicnNzQ0LFu2rM1R6HQ6j8c7ffr0qVOn7Ha7QqFgsViNjY0hISErVqzYv3+/zWbDMGzZsmUDBw5cv359Y2PjkCFDUBSFl2KfPn1++eWX/fv3x8fHYxiWm5vbp0+flpaWc+fOTZ48OT09fffu3UOHDt2xY0dzc3N1dXVWVtZ///tfuDiBgYEOh6OiokKlUuXn59fX12dnZ9NotJ9++ulOFY6O2atvesGFQuGwYcN8Pt+vv/66d+/e4cOHZ2VlDR48GMOwsWPHJiYmnjp1yu12Nzc3BwcHL1u2bOfOnZWVlV6vNygoaMqUKaDU3g3kErCN7fo2piAajaZQKGQyGYxJSEi4yzn0KIRCoVar5fP58CdBEIcOHbpy5cojjzwSFhZGEERxcXFeXl5CQsKNGn9TU9O///3v1NTUuLg4m8326aefvvDCC6CN4TiemZkpEol+++235557js1m4zgul8vHjRun1Wp/+umnadOmGY3GuXPn9uvXTyQS0en0t99++/DhwwEBAQMGDPB4PB999NGcOXMGDhzIYDCgTsxPP/00YMCA6OhogiC++uqrjIyMOXPmsNnsxsZGt9tN3hsej+ebb755+OGHX3jhBfjJcByvqqoqKip69913JRIJbLlw4cIvv/zy/PPP32pJymQyZ86cmZ6eXl1dffz48TFjxiAIotfrP/nkE9AhYHmm1+vXrFlTX1//97//XalUwvtbIpHMmzdv48aNMTExR48enTRpUlhYWJv9i0SihoaG2tpas9ksEAikUimGYc3NzRkZGTKZ7MiRIxKJRCAQPP3003v27Ll06ZLBYIBXY2pqakJCglQqff/99zkcTnR09MmTJ1taWlpbW202W2lp6SuvvKJWqw0Gg9VqzcvLq6ysvHbtmtls5nA4brfbZDL17du3trbWbrf37dt3//79YrH4559/fvbZZ+/03va37pCGn/aIixuFA7zgg4KCHA7HJ598UlVVFR8fn5OTM3bsWL1ev3jxYiaTeeLECYFAcO7cuTlz5jz00EPr1q1zOBwOhyMxMXH69Om3WVXe0bncKBxuo4TR6XSlUimXy+FOi4+Pv5s53JTep3CAbU2r1ZJX0GAw5OTkfPHFFywWy+PxVFdXg5ETx/E2F9ftdtfU1CQkJFy8eHHo0KE7d+4MCgq6dOnSlClTEASpqKiIiIgYP358ZWWl3W4XCAR2u/2DDz6Qy+XR0dELFiyQSqWjR4/+7bffjEbja6+9FhMTAy/v4cOHoyhaUlKSkZERGhpK3n/gdkEQJDIy8uOPP66pqVm3bl1DQ0P//v0DAgL8b1OBQPDUU08pFAr4peFGt1gsU6dOJa0vAoFg9OjRubm5I0eOvNXF0Wg0u3fvViqVJSUlo0ePRhCksrLy3LlzP/zwQ25ubmFhYb9+/Xw+X1BQ0Nq1a7dv397Q0LBw4UKZTAbm4pdffvmtt976+uuvv/jiC6VS2cbQyuVyV69eDXZ+WKbT6XSTyYSiqEAgSE1N9Xq9FotFLBbT6fT333/fYDCIxWIEQaKiosLDw7lc7ksvvbRq1ar6+nrweVkslpCQEFiRhIaGxsfHK5XKhoYGjUZjsVhWrFjRp08fBEEmTpwok8k4HM7Vq1cxDBs+fLhUKm1tbS0sLGz/O9tisbS2tsbGxhYVFdHp9ODg4MuXL7e2tiYkJKSmpl64cCEyMpJOp58+fdpsNvfv3z8uLu7PP//EMIzFYs2ePTsoKOhWeyYIIiEhISMjIyYmZtasWQqF4uTJk/BK43K5wcHBcrlcoVDAicTHx+v1erC9k/a5DtMBMzJ8hXwuepQh+u5xu90tLS3knxiGHTp06KOPPpJIJDiO19TUhIaGRkZGer1ef/cTgiAEQRQWFmZkZJw+fVqlUu3Zs0cqlWZlZcHvqNFoMAx78cUXi4uLTSZTQECA1+vdsGGDz+cLDAycOXMmm82eMWPGzp07N27cuHTp0rFjx9JotPz8/ISEhPT0dI1Gw2KxMjIyyMsuk8nmzZvHYrE4HM5rr71mt9vXr1//3XffzZkzhxQCAI1Gmz17dlJSEvldGo3W3Nw8duxY0p5Bo9GGDBmSlZUFq96bXhkcxw8ePJibm9vQ0JCSkgIXZ9OmTbNnzxaJRCdOnFi6dCmDwbBYLG+++SadTn/vvfeWL1+emprK4/EIghgyZIhGo1mwYMHYsWOXLFniL1dBOGRkZPTv39/j8YARjs1mu91um83GYrGEQuH48eMdDgeY/ebPn//www+D8R9BkIkTJ/L5fIVCsXnz5tbWVrPZvHLlSovFQqfTRSIRacODNb1Op4uOjp4zZ47X6xUIBEwmc/Xq1TExMTab7cKFCwEBAS+//LJUKoXr304PLDho+Hy+RCLJzMzs168fmJFgPRkWFnbo0KEJEyZUV1dfvHgRRdFRo0YhCHLkyBEUReVy+SOPPHIbKUQQxLhx45YtWxYQENDS0iIWizMzM1UqVWtrK8iE0aNHh4SEMBiMOXPmaDSapqYmg8EAl7E9k78VHXuuu0A49D6FA0EQDoeTlJRE3k8oijY0NDQ3N0dERLjd7osXLxYVFfH5/H/+859tHoyysrJhw4aNHj36xx9/3LZt2wsvvLBkyZLt27d7vV6tVnv48OHm5mYejycWi1taWmbNmuVwOObMmdO3b9+ysjI2m93c3JyQkDBw4MDjx4//9ttv//znP2G3oKr36dNn3bp1cXFx0dHRDAbD4XAcPXpUIBAkJSX9+eefkydPjo6Ofvfddw8cOPDKK69MmDDB31Dh8/mOHTvW2tqalpYmEAhMJpNUKg0JCfnzzz8feugh0E40Gs3OnTuXLVsGXsCbKqrJycngG16yZIlCoTAajV9++aVQKDxw4ACLxfr555/Xrl3LYDAiIyOHDx+ekZFx8ODBn376SaPRPProowiCyOXyZ5555syZM/369Wtzt8ETAtY/2OLxePLz81NTU+l0OhlGIJPJ4H8ZDEZAQAB8BlsUhG4IBAKFQhEQEED+fKTfB2wVSUlJpJEfQhxCQ0MhMGLgwIEgUul0emhoKIR3eL1ep9N55coVcGEkJyeT5nR/vF7v3r17Fy5cuHHjxhdffPGPP/4IDAxMT0/PycnBcbypqSk5ObmkpCQlJYXD4ej1erPZDFYoUHdaWlq0Wi2Px4uMjGyz+GAwGEOHDoXPsbGxCILMmTMH/pwxY4b/SKlUCnMbN27cjTOkuHsYDAbckOQWvV5fVVU1YMAAn8+Xm5tbUlKiVqs/+eQTf4WDIIiWlhapVPr555/v27dv1apVs2fPfvfdd3/44QeHw+Hz+Q4dOpSTk5OXl8fhcCorK2fMmMHn8/v27fvwww/n5uby+Xyj0cjhcF5++eWKiopvvvlm8ODBPB7P5/OBTqlQKNxu99mzZ1NSUiAwKycnp6io6IknnsjJyRGJRImJiS+88EJeXt6nn35qt9vb3B5VVVXZ2dlTpkwRiURer9fr9YaGhm7dulUqlUZHRzOZTAzD9u/fHx0dzePxPB4PhGG1uTIsFmvlypUQigGut127dmVlZeE4LhAIsrOzk5KShgwZwmKxhg4d2rdv39LS0sOHDx8+fBgMNjQaberUqcXFxUuWLGnzLnS5XA6HQy6Xs1gsMvaiurpaKBT6L1pIuYGiqFAoJL8uEokQBIHgLblcDtYRsnBfYGCg/7FUKlVaWhocwufzoSgaExPj8XgEAsH48eM9Hg9ELWRkZOA47na7WSxWU1NTQUGBQqGg0+mpqaltFE1Aq9VevHgxKioKFI6NGzdOmzYNRdGTJ08+/PDDra2tdDq9sbFx9OjRGIY5HA6z2XzlypVZs2YNHjwY/JJwBUJCQtpceT6fDws/5LpweOSRRxAEEQgEMTEx/iODg4ODg4Ph7O5jep/CQRBETU2NQqHQ6XSnT5+eMmWKTCZbsGDBc889N2XKFJVKZbfbLRbLsmXLMjMz1Wr1ggUL4A2B4/iuXbsefvhhJpP58MMPi0SiAQMG4Diu0Wi2bNlisViefvppcJWhKPrnn3/m5eWFh4f36dMnJSWFIIhNmzalpKRcuHChurqaw+EsX74cXpkCgcBsNqtUqtDQ0MmTJ3/wwQcejwfHcR6Pl5KS8tJLLyEIAq9kWPI+8sgjY8eOdTgc/remWCx+8sknN23atG3bNg6HY7VaV69ePXPmzH379n388cdutxvcdWPHjg0JCTlw4EB8fLy/vQtsxQKB4OLFi6mpqaQdeMuWLfPmzQO/BkEQBQUFO3funDlzZkFBwSOPPMLn8+fNm6fT6f71r381NjZCEGttba3Var1xcWAwGNatWycQCPr06VNUVJSSkjJp0iSz2fz+++8vWbKkvr6+vr4eQkHlcrnBYIiKivJ6vRqNZvbs2RCkZrPZ3n333cTExNOnT3/++efnz58HSQG+W5lM1qdPnzYxqqdOnTp48OCkSZOqq6t5PN6QIUM2bty4cOHC0NDQ3bt3jx49eu3atUOHDp05cyadTodws1ulw0ilUrFYPH/+/DfffDMkJIRGozU2NorFYr1eD1Yfr9drt9urq6shvE4gECQmJkZGRkK4Q35+/sGDB5VK5YsvvugvLil6FM3NzWCYPHLkyJgxYxQKxcqVK998803wAthstqampiVLllRUVFy+fHnp0qXk2vTIkSMQxjt+/Hi1Wj158mQQBdu2bdPpdE8++eSjjz4KT3FeXt6RI0ceeeSR2NjYyMhIPp///fffjx079vjx4w0NDRiGTZo0CTRsPp8P0TkcDueJJ5749NNPv/jiCxzHRSIRn89/6623YBg8awwGY+DAgeDNbBP8O3v27IMHD37yySfg8h88ePDTTz89b968DRs2aLVaGo3G4/HCwsKWL19eX1/vH4YCWCyWwsLC4ODgM2fOPP744+DtLSgoqKurW79+PZTdnDVr1p9//qlSqUC00un05OTk+Pj4ffv2HTp0yOPxgPG4sLDQP+CUnOGhQ4fy8vLGjBnT0NDg9XpnzJghlUo3btwokUgmT558/Phxr9drMpkSExP1ej2TyYyNjS0tLU1ISOjfvz/sJCsrKzMz0+l0xsfHDx069NKlS1KplMViyWQyj8eTmpoK5hASt9sNJu309PSTJ09OnDiRIIjjx4+/+uqrECsmEAi+//77d955h8FgcLlcWKjcNGATRdHk5OT169dv3Ljx+++/53K5LperubmZxWK5XC5w3CAI0tTUBAFbYAweNGiQUCg0m81BQUHHjh0rKSnp27fv8uXLuzFqpFeAFuirOvzlFFn0PZxKOyEI4tKlS2CR3rdv34svvggLiJycnL179zqdTj6fv2DBgqSkpF27djEYjJkzZ5K+z4qKCrDtk9HXCII0NDRYrdbg4GDSRAn/i1yXBfC2hkwTt9vd0NAQHBwsEAhgu16vF4vFoPUTBOF0Ouvr6+12e2hoKBgDEQSBuKE2b1P/kyKdhR6PB9QLUui43W6tVkun0+VyORzFYDAIhcI2SzSNRgNrHRBncL6VlZUQdwLDXC5XVVVVdHR0XV1dnz594NkAjzKGYRBVVF1d7XA4UlJS2sz27NmzEBh/4cIFFEVZLNa8efNqa2tramomTpxYVVUlFouPHTtmtVpbW1sDAgK4XG5paWl4ePiwYcNAvWtpafnxxx8hoKGyshLyL3w+X3Z2tlarXbVq1cKFC8PCwvytPvv27eNwOCEhIUwmk8FgSCSS06dPNzU1QbTNK6+8cvbsWfDUtMf6p9frt23btnTpUliSHjt27OrVqxkZGTNmzCgtLQ0LC/N4PEePHq2pqZkwYYJcLv/ll18cDodAIHj22WdJaw1y37khbkWhobrD3+0WyYAgSFFRUVVVVZ8+fTZt2rRy5crIyEifz1dYWLh7926j0chisaZPnz5s2LDMzMzq6urHHnuMXJHX1NTIZDKJROIvGbRarUajkclkwcHB5I8OIcD+7xW32w3jGxsb+Xw+uaw3m82kRRBW5E1NTfB0wC2Noqi/nAFulAzk1zEMo9FoZL4bxAO63W6pVApHcblcGIZBngK5B4ilCAwMBNUZRA24pP0du5WVlVKp1OFw8Hg8mUwG2yFLLiwsjMlkQmD+sGHD2pQGNxqNp06dCgoKOnfunEajwXG8f//+/fv3z8rK4vF4AwcObGhosFgsZ86c8Xg8GIYFBga6XK78/PxFixYlJycPHz6cIIgTJ04cOHAAw7CIiIisrCyVSiWXy3Nzc202m81m+/LLLwcMGAC2WziowWDYs2dPVFRUZGSkwWAIDg72er2//vprZGTkgQMHoqKiZs2atXbt2nfffbeNKLspBEHk5uZWVVXNmzcPLsWJEyfq6urmzZvXt2/fq1ev9uvXr7q6+vTp0zabbdasWc3NzXv37vX5fNHR0StWrPBPKaKEw+3plQoHfLhVnC08nLeK+nG73RBX4Q/EA+M47nA4yPEgWdhsNuQ9dhin02m1WgMCAjQaDZnXBGlLAoFAp9PB/YqiKCjjEonkNsFK8F9kKiYIPqFQSAZVIAji9XrBqOO/E9CWSGl1p5q4zWaDnECHw2GxWEAlAo+GVCqFiJna2lpIJNFqtfCGNplMFoslNjYWBBaco8fjqayshITSgIAAm82G43hra6tAIFi4cCHpsAALR2Zm5uOPP15fX2+xWCIjIw8fPjxy5EiFQtHU1MRms0+fPp2RkTFu3LgH5DnvSnqjwkH83yRPf+Bxvo1k8Hg8kAXQBp/P5/F42pSLwDCMz+ffKEnuCK/XazAYlEqlwWDAMMzj8cDMIafJaDSSTzGLxWIymWKxmMwvvRVQCQPsqZAYyePxwPSI+K18/HcCIVkEQXA4HBAdd/Q0eb1et9vN4/EgAcrn88FsIYADVnFgW4qIiDCZTDiOK5VKs9lsMpl4PF5ISAgs5zgcDixpKioqGhsbIRucwWA0NzebzeZRo0b5+3ldLtcPP/zA4XAWLlz4559/Dho0qKysrLm5eerUqQaDAVzkubm5Tz31lL+ySHGveIAUjtsAa+L6+nq9Xh8YGOjxeEwmU2hoqH+8lVAo9Bcr8OCxWCyxWGy1WsnlCOglfD6fIAhIZBIIBORTeqcJygKBQKlUer1evV4PIoBOp0OeS2VlJSw1rFYrnU6vrq7GcRxerhiGQYAIgiCQYcXhcJxOp0KhqK+vZzAYbDbbbDbDogf+hDN1Op0YhrlcLqhKYrFYGAxGeHh4dXV1cHAwnAXpUu0WwELr8XjI4gEwK4jC85fsPp+vTSAOKZThT6/XC6cJq0kulztkyJCuqS0Bznij0ehwOOh0OqinNpvtNsoij8fjcDhCodD/droNKIq2tLTo9Xr4DMVLIJ8WvN2guUIRDvhfoVB4+5IM7aQ3Khy3giCIM2fO5OfnGwwGSASDTGz/tSnY2/zD+xEEodFogYGBWq0Wap+A1mKz2eBPs9mM4zisEMAucqsQilvNisvlgkXE4XBYrVYIJISlvF6vr62tjY2NdblcBEE0Njb6fL7m5mYIEYPobARB4OUKLkWpVKrT6SDJxWazkRnUUJgHQRCfz2e1WgmCMJvNCILAgyMUCiF/Ozg42GKxQML2vf4F2gvc5JCEQppmYYkF7lf/BSHoVaRMIPcAsWIWi8XlcjGZTAiwoNFo4eHh9zzP81Y4nU6wxGMYBvOk0+n+C9o20Ol0DocDEYRtqrDcBrAeIQgCbwGItkEQBIQD3JMgG0E4iEQissrU3dBh4dD7YjhuA41GmzRpEpgB1Wr14MGDIfgcEhOgTILT6UQQBMfxhx566NixY5GRkWfOnFm0aJFKpdq8eXN4eHhJSYlKpRKLxWq12u12m81mn8+nVqufffbZvLy8ixcvQsbzzJkzQdDc0QzbrMAgWg3eKDiOT5gwAe6S+vr60aNHnz17Fu48jUaTnJycn59/7do1mUzW3NwsEokqKyunTZvW3NwcEBAwdOhQ/1I8bYRmZ2O32ysrK8F0iaLotWvXeDxenz59dDqdxWLR6XTNzc1hYWESicRoNDY2NmIYFhYWNmTIkNLSUkhJb25uTktLQ1HUarVCNHt7jguSHTL+yUsqFArvMqOs/aAoGhwcLBaLdTodBOcLBIKKigqPxyOXy1EUtdvtLBbLZrPx+XwWi2W1WjkcDoPBgHh70KXaGMBvhMFgkHG1/j4+BEHIdEE6nQ62q5qamqCgoIceeig0NLQLrkAvYujQoenp6VqttrS0FFTS2traixcvQo0EHo8Hv47L5Ro+fDjI8dbW1qSkpGHDhu3duxdBEDqdrlarhw4devbs2ejo6DNnzqSkpJw+ffq1115zOBybN28ODAy02WyTJk2Kioq6S8mAIAibzc7Pz29paSkpKVmyZAmkcpw9e3bkyJE2m+3kyZPx8fGHDh2aOnVqTk4O1LeYNGlSbm5uenp6a2vr8OHDoXIPm832f4ER11Op781l/SvKyspkMplCoSAIwuPxnDp1aty4cUwms7i4WKlUZmVlBQcHu93uvn37njlzhk6nW63WUaNG8Xi80tLSyMjI8vLy8PBwuVzu8/lMJlM7CxaDJgdGa3+N5Da5ZvccWOO5XC6TyQQpMwwGo7y8HCxVIOu4XK7ZbJZIJFBoB0zIdru9ubkZ9kDWQ7sVHA6HXFyh10EQhCCI5uZmvV4PdiYQiXV1dSqVavLkyW1CcbuS+0rhgKhMgiBycnIuXryYmZnJ4XCqqqrYbPb7779Po9EyMzPNZjOXy4WYTQg4mDFjBgRbREZGejyeUaNGiUQieLWrVKqCgoKMjAy4J5KSkhQKhVarbWlpUavVkAR/pzNssyUiIgLeRmKxWCQSiUQiiIImCILJZOp0uqFDhyqVyujo6JiYGMiqgCy1c+fONTU1eTwe0OL93cBdbEI0m80XLlwICwvbsWPHnDlz6HQ6zOfy5ct6vR7WXocOHUpKSiouLm5sbKyurh4/fvywYcOKi4v3798/ePBgUmfqxipeHYBGo4WFhWEYVlNTc/Xq1WXLlv3++++xsbFer3fkyJF0Ov3SpUsSiWT37t2PPvpoeHj42bNnQ0NDa2pqkpKS4DqcPn36k08+aRMQR3HPQVEU3rtZWVl79uw5f/48m802Go319fVffPGFWCy+du0ahF3jOA51XW0229ChQ+EVpVKpbDZbXFxcamoqpGsFBQXFxsaGh4e/+eabsDBdsGCB2Wyur69vaWmJiIi4UyPBjc8sn88fMGAAh8OJi4vj8/l9+vTBcTw8PJxM0MBxfOzYsRKJZNq0aS6XC6o+PPnkk5CP09DQgCCI1+ttc3d1pXAgCCI/Pz86Orq6urqhoWHmzJmQYmaz2Y4cORIbG2symaxWK+QAbtq0KTQ0NDc3t1+/fuHh4Vu3bmUymWFhYYGBgSAWetdjwmQyo6OjHQ7Hr7/+KhAI+vfvf+7cOYVCIRAIxo4d6/F4srKyAgMDL1y4sHr1aiaTefHixYiIiLKyskGDBhUWFlZUVFRWVq5Zs6b91o5ewX3lUgGggoXL5SK9mHQ6HRwT8KCSXkxyVdEbnXzkSgUm342n4PV6HQ4HxOSTBgaCIECrAxXQYDDA4p6sbQxZrHa7HSJL/CPCehcGg8HhcLhcrtDQUIvFAgXvhwwZ4vP5zp8/73a7PR7P4MGDxWLxhQsXXC6X1+sdNGhQUFAQlHYdMmQIGNJ7GveTS4XEbrfbbDZ45MHI7F+HG/JQ/J+s3nhP+tswuvcUQAhAjAg0iCBjUa1WK5TldrlcNptNLBaD94HBYEATA8i2haSe3vvSbWlpIU/K4/HodDqz2TxgwACj0ZidnQ133ejRoz0eT3Z2NuTZjRw5EiJ4srKyxo0b172+71tBxXB0BKjMUVlZqVKpUlJSSNsUeEybmpoyMjJ8Pt/p06cHDRokEokgZ0wkErnd7rKyssDAwDb1u3oIHo+noaGhzTLLP9jWarUWFxenpKRwudyKiori4uJhw4Z1o53t/gOWoTk5OYmJiVBpAIDiwRAVyOFwcBy3Wq0ej0cikZDJ2xB553a7AwICmEym2WwGG1gXn8J9qXC0n5aWlsuXLwcHBycmJkJKGmw3m805OTnDhg1js9kXLlwIDg6OjIxUq9U4jkP8Y0lJiUQigd+ue0/hRgiCaG1tJWM5/bcjCAJWk8LCQrFYHBYWZrfbz507JxaL/UuWUdw9ECR79erVgQMH+utSHo/HaDQiCCKVShkMBhlwA/Z15HqUMWhvEAzrv8brSjosHHpWN6yuB9ponTlzpqamhtxIEMS1a9fAJgllnYRCodfrPX78eEVFBYIgx44d27VrV7cLFHir4TgOLRiam5tLSkpwHDcajf6nAyMrKipOnz5dU1MDQe8qlYrL5UK8iMfjycvL66aTuA+B7Og9e/b88ssvTqeTuA6CIG63+8yZM8ePH6+trUUQpKys7IcffvjHP/5B/l6w1jlz5syxY8dsNtu5c+e+++478OlSdCVgdSsqKrpy5Yr/9urq6rKyMkgT69evHxTRys7OPn/+PIIgJSUlGzZsuLEfStcD8dQQ4qrX64uLi6GvR0lJSZtkHJPJlJWVdfnyZQhvDAgIgAgkvV4P+avQzoPingARuxs2bNi3bx+YNMgWu2az+eTJk8eOHdPpdAiCZGdnf/vtt2+++Sb0b0MQxOl0XrhwAZpLuFyuQ4cOrVu3DnSU3sKDbuFwuVxut9toNAYHB5PKJmx3Op3+6wCfz9fY2CgQCGQyWV1d3fnz58PCwsgOqN01/8zMzMDAwGvXrtXX10NpP6iCBTcxWfwDx/HTp09nZmYmJyfPnTuXnLPH4ykoKIDOcAsWLOjec4HMIOhV1l3TuCfo9fq3334bMqTi4uIee+wxtVodEBDAYrGg8CWdTu/Tpw9UffD5fMePH09PTxcKhWB2JgiisrKSxWKFh4e73W74NRkMRhdflgfcwuF2u6HKE0RWkds9Ho/FYpFIJP4x2q2trdA8z2w2nz59GsfxadOmdb1Ryp/W1tZLly7FxcX9/vvvUqmUy+VOnToVau1AtDL5sDc1Ne3atUun0z3//PNkeDJBEA0NDUajMTc3d8qUKV0ZbnkjOI47nU46nU62P+29lJWVvffee5CdNHTo0GnTptXU1EAnvJaWlqamJqi6BknCbrf76NGjEyZMgO9Cks61a9dCQkIUCgVUM/P5fG3aencBVJZKB4FuQFBGkNwIkQdtKuR7PJ4LFy4kJydD0HVpaWlPSAQYOnQojUZTqVSQ7kG6bGtraw0Gw8CBA2EYjUYbO3YsdGxqg9lsttvtGRkZXTjrm4Dj+L59+7Kzs1988cXg4ODuncxdIhKJ3n77bQRBzGYzFIULCQmBpLgDBw7weLxLly5NmjTpoYcegqzXkpKScePGaTSa2tra4cOHu1yu/fv3L1u2DKL/wP/15JNPUhVOu5Lm5uadO3c+//zzbQIImEwm+VYGCIIoKChAECQkJATaf0B0SJdO9wYUCsWkSZNwHH/55ZehpyhsxzDs7NmzI0aMIOWbSqV69tlnyXJnJNB9JjY29qa9AroSvV6/fv16iUTSpn91byQ8PPyLL76AagvgFomIiKDRaBqNBgrJnzlzZtWqVampqSiKlpSU6HQ6DodTWlrq8/lSUlIMBsPp06ehSn12drbFYqmrq1uxYkX3arft50G3cABtyoDeZjA5DJ7PHnv3Q2Zpe0LG/GM7On1at50GrGO4XG6vcBhbrdZLly5BYj3kvMnlckhPvdUl9fl8Z8+eDQkJgbZ/oCB6vV42m01W1ICiL1CvBYxqJpNJoVCQ3SWglgyCIJAP7HA4uFxum1cgFE26yxN8wC0cN1oCbj+YFA5kAY9On2KHIK6XUu0tkgFmAmV77kkNiS6gpaXl6tWr4DEB2yR0j2qzrPX/isPhyMzM7Nu3L8QFQpkDh8MBfSuh9TxUXDSbzUwm0+Px1NfX22y24OBgpVIJO4FaROBNg9oqfD7fX1+EUhx37++jLBwd4Y5CuNsM7uEvxfbLux7yAMMz1ovSYiHyzufzkVVfrVar2+12uVw6nQ5y35VKJayPoZCi1WqNiIjweDxQSBGaxkHHKdIFBiWPkOuFL0NCQsLCwqC0jE6nAxkE+wRx5nK52Gy2f4Y2iqKjR4+mQoDvEhRF2y+X/YVDD3mgbgV6vTxxe0Z29mTaCYqiZGe4XgHU77JYLGSuk9Fo9Pl8ZrMZ6nSJxWKZTAb5OxiGcblcg8GQlJQEBdm4XK7X621qaoLSbR6PB/yqUCoGVGG32x0REREWFub1emtqagwGA41GczqdbDYbBsAYLpfr7xCk0Wjjx48nW2x2PQ+0wkHRYSC2oIdrXZ0Km80mPVYUFBQAtGm9D4It7gaxWDx8+PDunkVPpIfa/Sh6OJcuXSovL+/KIxJ/RVdOhoKC4qY4HI49e/bcZf+pO+IvJQMlHHoOlIWDoiOkpqZ2wWMMwgI6XFitVgjNS0hIqKiowDCsrq5OoVAIhUIMw+RyOTThBEfpg7y6oqDoRng8HlQN7tSjENdbL0GwWl1dXXV1dVhYGPRJsFqter1eqVTyeDyXy6VSqYKDgyGxqJcWc7tvoBQOio7Q2cEWoGoUFxfv27cPvJ7p6elRUVEul0sgEAQEBNTW1hYXFzc0NDQ1NalUKj6fX15eDh1bFixYkJ6ezufze2zgHgXF/QqKop0dPwT5ovv37y8sLHQ6nTweb+LEiRwOh8PhQOREa2vrmTNnWltbrVZr3759oTOOSqXq06fPwoULIyMjH3CPTzfyQGepUPRMDAaDXq/Pzc0tLy8fN24ctIVjs9ksFosUE/6BUZCRUVdXZzKZ/vOf/+Tl5YWFhQ0bNmzWrFlxcXE9IUexN/KAZ6lQ9EBwHK+urvZ6vQcOHGAymTNmzJDJZFCf3j/vBtI0PB4PBF06nc7S0lKz2fyPf/wD0lCnTp06fvx4/0biFHcEVdqconcDJo2WlpasrKykpCSn0xkdHS0Wi9vf7Bt2YjQaW1paXn/99fLycrfbPWzYsGeffTY9Pd1fWaFoD5TCQdFDgFSOgoICk8nEYrGioqLEYjF0Zmn/Q+3z+aCn7ttvv221Wmk02qJFix577LHo6GjKFHqn3P8Kh8/n83q9kEcEOUIoipI1eiHXGdK1kesJXQRBtGmjStEzgQrr27Zta21tnTlz5ogRI+4mDgNaEvh8vuLi4rNnzx47diwjI2PZsmVJSUl3pL7cnpuGsNxPOk1vUThwHIe8QQRBSMkAOcOwBf4LypbAK4qs3Ho//V73JSDSz58//+eff4aFhc2fPz88PBzp6INGEITdbnc4HE6n8/z58ydPniwrK5s7d+7cuXODgoLu4ZuCEg63oncoHF6vd/369bW1tYsWLTp//jy0+h07duyOHTugucno0aOfeeYZi8Xy3XffQWUCh8MRFhaG4/gTTzzB4/G6Zp4UHcDpdJ49e/bQoUMLFy5MSUm5t7V9zGbzhQsXPv/886qqqkWLFr3yyiv3KgfdaDRu27YNek/YbDan0+lfHb9rAHFMVg8Ti8USiQRF0fDw8LtvMtkrFA6fz7djx47s7OwFCxYUFxfHxcVdvnx5zJgxe/fuLSwsxHE8JSXl9ddfRxBk/fr1DQ0NMpnMaDRGR0dbLJYnn3yyTcE0ih4FjuNqtfr33393Op1LliwJCgq6h/HgBEE0NDQcOXJk7dq1crn8+eefX7Bgwb0q9VFVVbV3716ZTMZisbxeLwSudrH7xl84cDgciUQiEoloNFpERESbItod4D4v/GU2m1taWgoKChYvXlxeXl5YWNjS0hIfH19SUpKXlzdx4sTo6GgEQSQSyYwZMy5dupSWlrZr1y4ajXbx4sXFixdTCkfPBDyyv/3224gRI9555x2xWHzPFwE5OTlHjhwJCgri8Xjbt2+vqKj48MMP+/Tpc/cHglA1r9d79erVmJgYNpvN4XCuXbtGp9MZDEafPn0YDEZjY2NYWBjU+yMIQqPR+Hw+DMP4fL7D4WAymTab7W6UA4IgLBYLjUaDRt4Yhul0OofDIZFIemZX63uOw+FobGwsLi5GEKSmpiYnJ6eioiIpKamsrOzChQujR4+Oj4+n0WhsNnvOnDnbt2+fPn36unXrGAzGtWvXzGYzpXD0TMCHcubMmezs7EWLFoWFhd3zdiFer/fgwYMFBQVDhgypq6tbs2ZNVVXV6tWrRSLR3R9IqVROnTrV5XLl5eWlpqZ6PB4Wi5Wfn8/n8xkMRkJCgsvlMhqNQUFBEAXv8Xi0Wi3U8ROLxVBL1OVyQXxrx+YAhcJQFHU6nV6v1+l0ut1uh8Mhl8vvXuHoML3DwuFwOGpra30+X1xcHIZhPB5Pq9UyGAyLxeL1eqOjo6EmILTrNZlMKpWqrKzM6XRGRERA58OumSdFOyEIQqfTFRcXb9269bXXXouKiuokzxeZiO9yuerq6j7//POysrI1a9aMGTPmnvTztFqtn332GZvNNhgM48aNU6lUBoPhq6+++uSTT4RC4cqVK4cOHQqLaYPBcODAAagDOGLEiD179igUCoPB8OSTT6ampt79TEiI663G73I/vcLCgWFYbW2tw+FITEx0u908Hk+n00H5ZwzDIiMjoWwriqIul6u5uTkiIqK2tlan04WFhUEni66ZJ0X78Xg8zc3N27Zt4/P5y5Yt4/P5nfEzkfU5CIIwm81Xr1596623EhMTX3311fj4+HtyxJqamq+//jokJKS5uXnhwoUoijY1NW3ZsuX777+vqKj46KOP0tPTCYJ46qmnsrOzc3JymEwmnU4fMWLEr7/+GhkZabVan3/++bCwsLufCUm3C4feoXBQ3E9AxMbRo0dtNtu0adPuib2hPZhMpp9++mnPnj1qtfrTTz+dOXPm3R8Xx3G9Xg9x8tDN0uv1VldXK5VKoVCo0+lgTQOtEJhMJmg5BEHo9XqtVuvxeGJiYnqmNaJXKBwU9xMEQTidzoKCgsOHDycnJz/00EP+Zbk79bjl5eXffffdmTNnRCLRjz/+GBcXd/fCwev1arVaLpfLYrHg2Xe73VVVVbC+MhqNQqGQTqfTaDTwesCiC8fx1tZWaDoPptN7cIb3GkrhoOg12Gy277//fvr06WCa6rJVJjggfvvtt0OHDvXp02fOnDlDhw7tpMWTRqMxmUx9+vTxt9yQKyoIXQS7MYIgPbMqAKVwUHQxBEFkZ2fn5+fPmzevMxystwHcuxs3biwoKBgwYMCKFSs6yQCG43hdXR2DwQgNDfXf/43Cwel0MhiMrm893x7u8xgOivsDgiBwHGcymbGxsQ0NDfdkGdF+DAbDF1988eeff0ql0nPnzuXk5OzcuRPy+O/hUQiCqKure/HFFydNmhQbG+u//fDhw8XFxTweT6VSTZ8+vbKy8tdff8UwbOnSpcnJyQRB5OfnZ2Vleb1eHMfHjRsnEAh27dq1atUqqjE9xX0PCIeQkJC8vDyn0+nfj7ALyM/P//rrrw8fPpyYmPjxxx+7XK733nvvnnhd/SEI4vLly2+++ebrr78eGhpKbvd4PNu3bzcajSiK9u/ff9iwYVeuXNmxYweXy/3b3/6mUql8Pt+FCxeys7MZDAaGYY888ojBYLh48eKTTz4JTsPeAmXhoOg6cBzftGlTRERE//79NRpNbGxsVyockC5bXl7+888/22y2gwcPrl279umnn7636XBqtfrrr78ePnx4fHx8ZGQkBH9VVVUlJCTU1tZC00u32x0aGur1ejEM8/l8DAaDy+W63W6oXRYUFLRjx47Jkyfv2rXr0qVLCxcuXLRo0T2XfX8JZeGg6Eog+Gn16tVms1koFHZxPK/NZnO73b/99ltFRcW5c+caGxv37duXnp5+Dw9BEERhYeHWrVsnTJgQFxenUqmgO7RarY6Nja2oqBCLxQiCQC97t9sN/aK5XC6TyXS73eXl5R6PRy6Xb926de7cuevWrSsvL1+1atWUKVO6vvQDZeGg6AVcunSpsLBwypQpYrEYnq6uhMlkBgQEyOXyAQMGYBi2bNmyrVu3Tp8+HTL77wk+n2/dunVZWVkVFRUEQaxdu7ZPnz5arfb8+fMxMTH19fXHjh0rKiqaOXPm0qVLCwsLr1y5IhQKExMTg4OD9+3b9/jjjzOZzOLiYqgnMWzYsPnz52/cuBEq0NyrSVJQ9DQwDFu/fn1cXJxIJJJKpV0/AYFAAPGbOI5XVFTMmDFj48aNycnJ9zChw+FwfPbZZ2q1uri4ODAwcO3atTKZrKampqSkJCoqqri4ODMzs6am5tlnnx0/fvzFixfLy8tFIlFGRgakwj3yyCM0Gu3s2bMqlUqn082dO5fBYBw9enTSpEm9qNYUJcUougiv17tnz54pU6YolcpunAYsHcRiMeTi7ty5c/Xq1R0wtPh8vurqarfb3Wb73LlzJ0yYoNVqBQIBm83WarUcDmfGjBlWq/Xq1as+ny8hIcFutzc3Nzc2NrLZ7HPnztHp9KCgoFGjRtXX17vd7paWlsmTJ3u93kOHDoWGhi5dutRms9lsNvIQNBoN4kyhU53/0ckT6YF+XwqKmwIlMUpKSp555pnufXfa7XY+nx8VFZWamvrbb789+uijQ4YM6cCj5HQ6a2trobEcCYqir776qtlsbmxsjIiIcLlcWq02JCQkJCREq9Xm5eWx2ezk5GT1ddhs9pEjR4KDg+Pi4vr161dbW+tyuRwOx6hRo1pbWzdv3jxgwID58+ebTCb/ozAYDGjmAOGobSbQ5kPXQ7lUKLoCgiAqKyu//PLL9957T6FQdONMzGazy+UKCAgwm80PP/wwk8k8fPhwB9YxLpdr9+7darWabFyJIAidThcKhTabDRwlQqEQzKFsNtvlcnk8HhqNJhQKzWYzh8PBMAzqZ3C5XIVCYbfbPR6Py+XCMCw0NBTGO51OgiAcDofL5SIPzWAwlEolhmEWi8V/O4fDCQgICA4OnjRpUjfW9kEoyUBxJ/h8vu+//57P5z/++OPdqHAQBNHU1CSTybhcbk5OzpQpU5555pl33nmnA1PSarV79uyx2Wz+woHBYAgEAovFQhAEg8GQyWQ+nw/iQwmCsNlsPB6PzWbbbDYOh2O1WqEXDBiD4Vt2ux3HcZVKBdV3bDYbVBVzuVykDsFms6VSqdvthsxwckpcLjcwMFClUk2cOPHuM1+oLBWKHo3P59uyZcvAgQOTkpJ6yOIbx/Hffvvt5Zdf/uWXXyZPntyxndhstt9//93hcDgcDh6Pp9frLRaLXC5/6aWX1q1bR6PRUlNTWSxWcnLy+vXr9Xo9giAikcjtdqMoqlAogoKCZsyYcWOwehtu3Ai969xut9frbbMddJq7F9yUwkHRNTQ1Ne3fv3/JkiU9Jz8cw7C///3vly9f3rVrV0RERMd20tTUtHfvXo/H43a7uVyuRqMxGo2DBw+eOXPmBx98MHDgQJlMFhISIpFIfvrpJ5fLRRCEXC43Go0KhQLH8cGDBw8bNsx/h2QVDX+BcCvhAPFhbbbDiqgb63Dczy4VHMdNJpNUKu0hb7gHmZqamvPnz8+bN6/n/BY0Gm3QoEF8Pj8zM3PSpEkdmxiDwUhKSsIwrLW1NS4uDqLAwsLCwNPBYrFoNJpcLicIIiEhAZJNxGJxc3NzWVkZh8O5MTLuptO46UY6nX6vKjE/aBAEYTKZxGJxL3J+36/gOL5nzx6pVNqj6kGzWKzx48fv3LmztLQ0PDy8Y8KBx+P17dsXnKRDhw7V6XQYhiUkJHi9Xj6f7/V6uVyuSCTCcTwjIwNOX6FQ5OfnG41GDodzY27aTX0ivUs43M8WDq1W+8knn3z44Yc9s3ZKr6a0tDQoKKidqWsEQWRlZVVWVi5durRHiXi3271w4UKHw7Fr16678UGQiwz/BtmQUo/csCKB5mHkYgXDMNBLyC09RCe7jy0cDofj7bfffvPNN7slPvH+xuFwVFZWpqamtvM29nq9n3zyyeLFiyMiInrInQ80NzcPGzZs1apVr7/++t1M7I6EA/m/8Bm8seSY+0A49CDpf89hMBgjR45kMpndPZH7EJfL1caYf3usVmtgYGAPeVpIGAzGpEmTTCaTw+G4m/2g1/HfAs1ISbGCIEhFRYXVakUQpLy83GazQa+fNWvWbN682el0btmy5Y8//vB3u1J0EjQabciQIT3HgH8/geP4HT1NYP/v4jJf7UEikYwePbq+vv6mXs720x7hABmz0OK4oKDA6/WiKLp///5333334MGDVqv1p59+OnToUJso1N7I/axwYBhWWlra3bO4P+nXr98dxX4ymcyepnBALb9hw4bFxcVZrda7FCvtwWAwgJZWWFhYUlLi9Xrr6+uXLFkSEBDgcrl4PJ7T6WzjdqXoDHw+X0lJSRf84g8gAoHgTjM75HJ5T6teBd2XZs+eDeHeXXA4nU4Hhs+LFy82NTVhGGY2m8EkjOM4i8W6MSajN3I/KxxKpXLVqlVkGDBJ18+kw8dtM+d27qe7TvM2sFgsnU7ndDq7eyL/h717906bNm337t1//vlnFxwuIyNDKpUSBDFlyhRoJ2swGPbt20cQBJ/PnzlzZkBAwPnz53vab3f/weVyn3/+eRaL1Xslw43f7aXCAcMwiURSV1fXo2aF4/hbb731zDPPbNy4saioqLMPR6PRRo8eDa7V+fPnKxQKNptdXV197NgxLpcrFAoXLFiAYVhhYWGPukod4H4OGtXr9WvXroXURBRFzWZzfHw81Fbq4pk0NzcHBQW1KZnQTqxWKxk9hOM49AC7/QKCIAiv13sPg4YIgiD7CUGGN5fLDQ4Obv8Z1dTUbN++PSMjoxs7I7cBRdG0tDS32+12u1NSUu706zcK7ttHcsEduHXr1piYmPLy8pSUlDFjxvTr1y85OZnNZm/dulWpVNLp9JCQkI6dDkX7cTqdX3zxhc/n4/F4NBrNYDAEBQWtXLmy60vIG41GFoslEAg68F3otQGPOUEQbre7PY98O4e1H2jYC9Z+JpPp8/lUKlX7W7yiKLpp0yaHw9HFjQ5uD0SUr1+/PjQ01L8GeTvpgHCoq6s7dOhQZGRkaWnphAkTkpOTx4wZM2TIEAzD1q1bFxkZKRKJZDJZx06n53A/Kxxisfipp54CMxSfz2cymdC6kxwAdRHIMEa4DwiC8Hg8DocDpI/VamWxWGw22+Px0Ol0aIENI30+H5jiBQKBw+Fobm7m8/kqlQqaBIpEIp/PV1lZSafT4+LiINMagpOrqqpkMplcLqfRaC0tLWw2+zYdPSDilSAIq9UK/UgxDGOz2Q6HA4pkezweDofjdrt9Ph+NRhMIBHa73WQytZGecPpQ7AFaptFoNLfb3c5Eyurq6suXLyMIAsMsFsuqVava71WRSqXR0dEdE6ydhM/ng1rjbDY7LCzsToWdw+HYv3+/yWSi0+mQcM/lcmUymdvtVigUN72Y0EemqqqKw+E4nc5jx44hCHLhwgX4RQoKCjQaTb9+/ZqamkB8QyQpTAx+aPixIGwe9E5wgXM4HD6fz+Fw6HQ6pPv3HNndA+FwOI899hiEy/B4PCaTyeVy/bMkfD4fjuOkrCAvJjzyIEasVit0CfZ4PEwm0+Fw8Pl8+N3hYYcWoARBqNVqr9cbGRlJp9M1Gg2LxeJyuZWVlVBwRSKRWK1WUH0aGhpwHA8ODmaz2VarVa/X3yaUkslkwuGgdguPx4MAZJ/PB3eUw+FgMBg0Go08UxRFdTodi8XyF4MoikKdTZvNBvcVgiA4joP7D4pD3OZiYhiWmZlpt9thSiaTKSUlZcaMGe38LZhMpkKh6FHaBoIgTqdTo9HQaDSFQtGBri6tra379+8HAet0OlEU5XK5AQEBdrs9ICDgpl/xeDwIgtTU1Eil0qamppaWFgRBTp065fV62Wx2dna2xWKx2Wzl5eUgHPyDwzAMg/gPOp0eERFBEATolDiO4zjO4/G4XC4IB3gLdOOlvp8VDjabnZiYeJsB58+fb2hoGD9+/OXLl6dMmeJ0OqEbcklJycGDB5cvX67X6//44w8WizVy5EiPxxMYGOhwOAYMGABfdzgcO3fudLvds2bNKikpqaqqgoLZ1dXVmZmZCQkJIpEoJycHw7CIiAi9Xt/a2pqenu7xeLKzs9ls9tSpU3k8Xmtrq1AolMlkJpPJ6XTKZDL/xxtFUfjT5/Nt3bo1ODh44sSJGzdunDlzZmFhYWxs7MWLFy0Wi8FggIYdsbGxL7/8cmZmZlFRUUhIyOnTp51OJ5fLtVqtMTExb7zxxo8//nj16lUajZaYmFhbW4thmEaj4fF469atu436jKLosGHDyKRweMm137yBoqhSqQQ9rJN6MHYAFEVjYmJUKpVIJOpA8VMOhzNx4kSbzXbt2jUQ8S0tLXw+PzIy0mAwcLlcOE2PxwO/L3wrLi6uzX7AWZucnIz4haxjGAZSg7RU6XQ6o9EIsgZqC0LQmcFgaG1tZbFYHA6HxWLR6XSlUjl8+PAecpF7JnQ6vU+fPrcZUFVVdfjw4cWLF58+fXrSpElQmpZGo6nV6l9//XXq1KlBQUG//PKL0+mEhsN9+vSpq6sbOnQo/Fg+n+/UqVOlpaUPP/ywz+fLyckxmUzTp08Xi8V//vmnUqlMTU29fPmy0WicOHEin8/Pzc0dPHgwm82uqakpKCiYNWtWaGiozWZraGiIiIhwOBwWi4XD4bR585GW2sLCwr179/7zn/88deoUh8OJiYkpKSmRSqUFBQUtLS2gx9jt9tWrV0skkt9++y08PLykpKSmpobNZkNDn1deeUUoFH7wwQculystLU2r1eI4rlarW1tbX3rppTlz5tzmWolEoqeeeor8k8zAav9vERQU1NjYCLXy2v/FToXJZPbt21coFKampnYgyVEul8+YMcNsNhcUFIDmp9frhUJhSEiIyWQio5VhcUIuw258W9ntdpfLlZycTC6GEQSBMl8MBoMgCPhXo9GYzWb4X6PRCMsSBEE0Go1er2ez2SAcUBRVqVSDBw++iwtzt/SUH7gzsFqtNpstODj4VgOCgoI++OADo9EYHx9vs9m2bNmyaNEiuVzucrk4HE5NTY1cLn/llVcIgti9e3d9fX1xcfHbb79Nfp3P5wcFBaWmpgYFBQUGBsbExCiVSh6PFxUVZTKZBg8ezGQy09PT4ZG+ePHixIkTwaLQ3NwMCilBEAkJCXBzNDc3X7t2LT4+vl+/fje+LWg02qJFi2g0GpfLffTRR8HcolQqYUXy/PPPg+WDyWSy2eyHHnpo9OjRfD5/3rx5mZmZGRkZLBYLKlquWrXK6/XabDahUOh0OrVa7Y4dO0AUtv/Cwu1+R7+FSCSyWq06ne42P0cX43a7v/3229LS0sGDB3egBgCdTgc14sSJE7C0vXz58uzZs3Ec//jjj6H71MSJE0UiUWRkZFRU1F3ONjr6Jommvd2h211AaYTb1FeQy+VZWVk6nW7QoEEYhu3bt2/QoEHJyclOp5PFYhkMBhRFn376aTqdnp2dff78+S1btixcuJDUAOh0ukqlCggISEpKQhAkMDCQxWKJxWKfz9e/f//Y2Fi5XB4XF4fjuNvtvnjxYmBgIJ1Oh9JPFy9enDZtGo7jMpksPT2dIAiTyVRcXGwwGG5axoYgiNTU1IiICCgdYbPZioqK+vbtq1ardTrdggULwsPDwVwB77lnn31WIBDgOF5TU2O1WpOTk8FCw2Qyv/vuOzhBr9fLZDK3bNkiEAjGjh17R9e2A3nvCoWivr7e6XT2nK7ITU1Nn3/+ud1u71iDSWjbZDAYDhw4kJiYWF1drVarAwMDa2trv//+++DgYKlUOnv2bK/Xm5aWdvdt6mJiYm7ceCvh0L1LkftZ4eDz+bePGDCbzR9++CGCIMeOHRs+fPiECRMMBoNcLjeZTHK53G632+32r7/+eubMmdOmTTt27NiECRPMZjP59bq6uoKCArVaDW9foVAoFAoHDBhw6tSpvLy8hoYGDodjs9kEAgGGYdOmTePxeNeuXSssLExMTGSz2fv27ZswYcIPP/ygUqkef/zxxMTEhISEW90lbrd73bp1Go3mhRdeOHr06PDhw20226effsrhcEwmE4qiFovlo48+mj9//qBBg3799deioqLHHnssOjr65MmT1dXVK1euPHz4cEFBwRNPPCGTybZu3VpRUfH+++9v2LBBp9P98MMPn376aac6CGNjY5VKZXV1dUpKSk9YfPt8vsbGRovFolKpli5d2uHIEqlU+u9//xtBEIIgDAYDi8Xi8/np6elMJhOCh8xmM5jN/AGd7+5TAXvCleyNMJlMlUp1mwFms/npp5+WSqVHjhxJS0ubNGlSfX09giAmkwlaZ3G53DVr1iQlJS1YsMBkMs2ePbu8vJz8ut1uz8rKYjKZkCUHKVqhoaF2u33//v2BgYFxcXHNzc0BAQFNTU0TJ06Mioqqqam5evUqjuPLly8/duzYjBkzDh061NjY+Le//S04ODg4OPg2GQpnz57dvn374sWL6XS6wWCIi4vbsGEDiqLNzc06nS46OnrTpk0ajeall14qLi7+8ccf09LSHnvssbKysj///POzzz5DUfS9996bM2fOkCFDNBrNG2+88c9//tPn80HrH7FYPHv27Ht37dtCo9Eeeuihr776yul09gRXIJhvCwoKAgICoqKi7ubc4+Pjodww9KkWCoV0On3KlCl8Pp/H4zEYDLPZfONKD8Mwt9t995ei26/kTbmfC3/9JRaLBdyZZrNZKpXiOA6RDRaLBUEQsHRBMASTyQS3KI7jdDqddKtbrdY27yoOh+P1eqFIPoZhGIaJxWIGgwGp1Uwmk/TKQwtQKMzA5/M9Hg+KomD4unGqkKYFTh+73c7lchkMBjgIcRyHyUNbZ3Cjut1u+FxXVycWixUKhcPhqK+vj4iI4HK5DQ0NPp8vPDzcZDJZLBa32x0VFdWplekIgigrK1uzZs3bb799ez9XF0AQREVFxccff3zgwIGwsLADBw4EBQV15QSqqqp27dq1evXqjsURdw33ceGvvwTyk7lcLuiL4OpiMBh2ux3DMKFQCEKDyWRCDAeDwQCPADy8OI5DsUj/Wk9gmQdXPYIgUOoUMmV8Ph88+CAcIBjL7Xbb7XaxWAwx4Gw2+6bGA4g5A5mAIAhYMqCctsPhgENA6w1Y+ZjNZgaDIZVKdTqd2WwGy1l9fT0oYQ6Ho7a2NiIigsFgtLa2ut1usVh8q7CDe4XX6/3hhx9A1+n2/Fgcx48fP/7+++9XVlZOnjx53bp1XZxkkJWVVVNTs2TJkp6pMQBUafOOwOVyt2zZgiDI/PnzbTbb1q1bw8LCJk+erFarDx06tGLFCoFAAPauhoYGMjwwKiqqpKRk5MiRDQ0N27Zt69+/P4IgCQkJwcHBv/zyyyOPPOJyuYRCoVQqPXjw4I4dO15++eWoqKjvvvsOQZABAwZMmTIFBAeTybTZbD///LPb7cZx3OPx6HS6pUuX3tSlAmFHIFNIpZjD4ZDPJ5TQhs/+9RNjY2PhA5/PJ9/0ZEN2uVx+9wa99oCiKBT8BgnbXc8S2JbpdLpEIgkPD3c4HJCM2sXToNFoKpWqRxVdpfCHzWYfOnSourp6wYIFOI7v2rXL6XQuWLDA5XJt2LBh4cKFYWFhEFFhs9ny8vLi4uKuXLkyevTos2fPTpgwwel0fvfddxkZGRAW2rdv3z///DMmJiYqKspms4WFhZWXl7/99ttTpkxZsmTJL7/8UltbGxUVNW/ePHi0QX05fvx4bm4um82m0+lqtTolJeWxxx67UUOFVUqb1QJsIYMDbioxAgICyDufdPnx+XwIJ0IQpMM9RO4UBoORkJBQU1Pjvx7rerxeL6wng4ODAwMDi4qKHn300S4OKwG99vbmt17NA61w0Gi0CRMmlJWVQWTfY489du7cObvdHhMTExISotfrySdWKBReuXIlNjY2NTU1Ly/v/PnzgwcPViqVwcHBqampVqvV5/M5nc4BAwaIRCLI5pg8efKgQYPOnTsnEomkUukrr7zi8/m+++67hIQEUALg0XK73ePHj1epVEKhEPqVd+cV6Uw4HM6cOXNOnDjh8Xji4+O7RazYbLb169f37dt3586d27ZtS0hIeOqppzo2E+j42oHfiyCI2trabhGsPWTN1PNDT1AUTU9Pl0qlLpeLyWTOmDEjPz9fo9GEhYUNGzastrY2LCwMRoL9oKqqauTIkQaD4fTp0+np6RKJJCYmJjw8nMvlmkwml8sVERERGRnZ2tqamZn56KOPRkREJCUlBQQE0Gi0JUuWEARx8uTJI0eOzJ8/n5yA1Wrt16/fgAEDJBKJ0+lsbGzs+detwwwYMCArK+vYsWMjRozorly2ysrKffv2JScnf/HFFxcvXlyyZMmoUaM69sjo9XqJRNIx+2VlZWWHu7f0fB7oNRaKopWVlUqlksvl2my2nJwcgUDA5/N1Ol1UVJR/ICGDwQgPDw8LC9u9e/fu3buZTOaFCxfKysoCAgLgzoiJiamoqIiIiAAbbFlZ2d69e8+cOZOTk3Py5Mm9e/eWlZXxeLwFCxaQUZM4jl+6dEmhUJSUlCiVyoaGBovF0kNuNa/Xe8+Lb9Lp9DFjxuzbt2/9+vXdUsCbIAgOh7N8+XIajQZJ7e+8805QUFDHLniHfya3271r16709PSOfZ2ia2hqaqLRaJDnfO3aNZvNFhQUBA5W/8BnGo0WGBgYGxtbVFT01VdfwXrj6tWrEEBmNpsTExP1ej24bj0eD47jO3bsOH369JUrV86dO7dnz57z58/TaLShQ4eOHDkS9gkuP4IgKisrBQKB1+u9evVqUlJSD0nisFqtd9TWoD1IpdJBgwa99NJL+fn53aJX+Xy+qKioxx9/HJq1JiYmvvbaax1e/rWpZd5+TCbT2bNnIdb4vqRH3MHdSENDQ2FhIaTI19fXQ0xyTU1NQ0NDamoqOQzy4sRi8aBBgyZMmCCTya5evdrY2BgbGyuTyQwGA4IgGRkZCILYbLbhw4cPGjSourra5/P99ttvbDYbUhxpNFpkZCS5T8hNdblcYPAwmUxQaKEnKBw0Gq0znKlSqfT1119fsWIFgiCjR49+6KGHutKiY7PZ1q1bd/78+YsXL+p0ujVr1jz00EMdu9pQZ6mpqQlBEIjpgSgw8JKAGdzf9Yv6tV+y2+1paWkBAQGkOx9BEKgHA4GBdDod/PpkLhyUN0aud2HAcRx6MZA77/A1obgVWq02Pz9fpVIFBQVptVoocqDVaq9evTpt2jRyGNRWkcvlOI4/88wz0dHRkNoqkUhCQkLA9hkeHh4eHo5hWHx8fHJyck1NjcPh+M9//gOhVzQaDfbgf3SVSqXRaEJDQwUCgVqtdrlcHo+nh5g/ORxOZ3gDJ06cOHHixJdffnnx4sXjxo1LSkrqyhu7tLR027Zt586du3z5slgs/uWXXzqcWQbdZFpbWxEEYTAYUDyJrNbI4XBgIzneXzhYLJaRI0dCYBA5AAaTIYakcIBv3UY49EDJ0DuCRgmCIEshwbUmryxyPfMb5L6/pEauC+tb6Zv+JY0hW12hULBYrOrqarlcLpPJPB4PuDlCQkJyc3OlUml4eDidTnc4HA6Hw+12FxYWKhSKtLQ0CAu1WCxSqdRqtYKCQoaXkkBkKBza/4Xk8/lgGlA2w2KxSCQS8qmGuLDy8nKwu/grJY2NjVBTyOv1qtVqpVLJYrHy8/N9Pl9aWloPbFzn8Xi2b9/+1ltvrVix4vnnnxcKhZ39VMBPDLF4P//880svvWS32xcvXvzdd991OA2PIIjS0tJjx45BeSgcx1taWsABjCCIVCqFSjtQScnn8+l0OoFAIJFIWlpa/FeHEGbo8XiCgoLEYnFjYyOTyYRVdXNzM0T5cLlcsVhsMpkgjFEqlUJVOi6X63Q6HQ4HqCkMBiM0NBQ0xalTp970ldBDBNA9XMKCZIDH3/9DG8kAg9svGZDrtw38vq2trUwmUyKRNDQ00Gi00NBQKFMBaZNVVVVutzsyMpLP52MYBgaA6upql8s1ePBgPp9PEITRaBSJRJCdJBAIoAWo/+EgiguC0/0jx+HZh3hVHo8HJcL8IzYIgmhqavJ6vRByQQoHDMMKCgoGDhyIoqhGo2EymRAompeXN3DgQKlU2kNuBhKoF/Dmm28WFRV98sknY8aM6bCd4I4OClfMYrG8+OKLv/76K5vN/ve//71y5coOB3TjOJ6ZmZmXl4cgCPygjY2N5GoEDOoIgkCJBAzDjEYjlF9qbW31b88GNdxAYWUymS0tLTweD5IGtFot3BJ8Pp/P55vNZhzHhUKhSCSyWCwymYzFYrlcLrvdTlaADQsLw3FcIpF0eJXlz30eNHr58uU9e/YkJycLhcKWlhYoRcxmsxcuXGi32z/66CMmkzlw4MDp06cbjcZvv/22uroaortVKpVUKn3iiSduao2ELBKdThcSEsLhcGAZQaPRoJgggiA6nU6j0QQEBJDlR+FDY2OjWq2uqakJDw/X6/VQBctutxcXFw8dOhScIyEhIWRsJonX6yUbkftrA5WVld99912fPn2CgoIeeuihY8eOzZw5018qqdVqp9PZ0NAQGRl54cIFr9c7fvx4HMdra2uVSqXD4YBnBnL9r1y50tzcHBER0YF6Vp0Nk8lcuHChzWZ76623OBzO/PnzOzt8Esfxy5cv19bWZmVlmUwmmUyWlpb2/vvv342rGEXRhISEhISE24yB5ALkujmEwWAwmUyotXDTweSrwul0MplMkHd2u10oFJL/Rfh11YEYN5A1CIKAbMIwrAe+SzqP4uJiqBavUqlqamosFotSqXS73U888QSCIB999BGCIOHh4VBX9Keffrp8+bJSqcQwLCoqyuv1vvjiizfNiAbNANyjUqkUwrp9Pp/dboffxeFwNDQ08Pl8CEMGtY8sllVUVBQaGgrbIWekpKQkNTXV4XCUl5fLZLLExMQ27zNQOCD1zF+fwDDs3XffDQ0N9Xg8y5cvP3/+fFJSkn/5UafT2dTUJBKJ1Go1iqJ79+5dsmQJl8utq6vzer1ms5nH4zkcDigx2dDQcPToUTqdfqfVNboAFEVDQkLWrl27dOnSf/3rX2vWrBk6dGhnl8W02+3Z2dn5+fnXrl3T6/UymWzBggXQMq3D+4TGKKNHj77NGFhhgkYLKiaNRrtVlzh/iQHCARY5LpcL1Nk2wgHuVZ/PR1YDg5vT6XR2+xuhdygcJSUlmZmZbrebz+dDa83s7Gy5XL5161YGg8FgMPh8PlQLlclkEydOzMzMjIqKyszMZDKZ0IXvpru9cOHC+++/n5CQ8OmnnyLXaytpNBqxWNza2gqxyqShgs1mBwQEQMOt3Nzc0NDQxx57zGg08vl8NpsNiXBJSUkOhwMqW3z88cc3HvFW9R48Hk9AQAC8nzweT0VFxYEDB2bPnk0+bEwmMzg4OD8/n8Vi9e3bF9RnKJi4e/fuioqKJ554QqVSFRQUbN26VSqVSqXSHmKAvREGg7F06VKfz7d9+/YdO3b88ssv0dHRt8oHvhsIgrBarQwGA8Mw6NAmFAofeeSRt956qwO1zNvwl1+H9AH4TP4W7dFy/Ot2/GVBtm6XIN1LbW3tqVOnzGZzQ0MDaNs5OTlMJnPHjh1QCi8oKCgnJ2f+/Pk8Hu/hhx9uamqaNm3aTz/9BK/kWxW3qK+v/9vf/iaRSL766iuJRALlcbVarVwuLykpiYmJEQgEffv2BfMJBHsJhUKXy1VYWIhh2KOPPophGI7jsOwxGo0xMTGwVvn666+ff/75G48IBelhP/7bMQwLCwszGo2hoaEGg8Htdv/666+rV6/2768UEBDgcDhyc3MnT54cEREBJ6VSqQwGw6uvvjp9+vSRI0d6vd53333X6/UKhUKy0mVPA0XRwMDAb7755t///vfzzz8/e/bs1157DZKQ7/mxvF6v0+m0WCxWq3XdunUVFRWhoaFvvPHGypUrO1AGsA1/KRz8z4h0XrfHIH1jUZ/b0PX5d39J73Cp2Gy2uro6qKZnNpuh94fZbNZoNAqFAgxTgYGB8Mu5XC5IWzcYDGq1GqTDTXfb3Nzc2toaExMjFAq9Xu+hQ4f69+8vl8tPnjw5dOhQmUzW3Ny8ffv24cOHQ3wGgiAOh+PgwYPQFWXmzJknTpwYMGBAUFCQzWb75ZdfNBqNVCo1GAwCgUAoFK5cubKdj8revXvBNfPJJ5/A4Xbt2rVkyRKyM1NjY+Pnn3+elpa2aNGi8+fPHzt27NVXX5VKpXv37mWxWCNGjMjMzDx37tzEiRPT0tK2bdvmdrufffbZTi2tcTeAdn/t2rWnnnrKZDJNmjTp9ddfV6lU98SICgUc2Wy2z+dbu3at1WotKCiA6s6LFy9+/fXXu7ebQDfS4fBYsNaSJjdYLUEl3w7s8B66VJxOZ3V1dWhoKI/Hg6J8UNO2tbVVKpWC9xPq/0JGGFSXMhqNLS0tISEht+phZLFYiouL4+LioLtvZmamVCpNTk4+depUXFxcWFiY0+nctGlTUFDQ9OnTSffNyZMnm5ub3W733LlzKysr2Wx2amqqz+f7888/S0tLwYvvdrvpdPrKlSvbqSlWV1efPn16yZIl+/fvLy8vf/bZZ48ePdqvXz+yuKTb7f7uu+/UavVzzz3HYDA+//zzWbNmDR8+vKqq6ujRo7Nnz3Y6nb/++qtSqXzkkUcqKysPHDiwdOnS7koTaw+gmf3nP//56quv+vTp89hjjy1atAiWanc/ZyjxzGAwIIoLRdGcnBwwE3788cfTp0/vyaVxeg4ddqn0DoWjkyBDdZDrzmCQHWDVhIgQCNUhX4RkNAniV8SXHEnuGbb4R/bdHjLqhzwcGMr8XblQQAJFUafT6Xa7yXpE5OHIr5DxLj1WpgAEQVRXV7/33ntarVahUMTHxw8fPhxS0To8c7gOPp/P7Xbv2LHjvffea25ulsvl4eHhK1eufPTRR7u9slA3ckdXNSUlhQzfu5XKbjQai4uLjx07tm3btrKysnbuueend5IzJJ8s+AwtBSCqt/2SgdwDcueSgXyu4QPZz89fMkCPLqje4R/k4R/LglzvBXhHR+8u4BH+/fffN27cKJPJhEJhUlLS/PnzO5xT5r9bgiAMBsMHH3ywceNGFEW5XO6IESP+/ve/Dx8+nCqN004ohYOiV0IQBBRT+vnnn1944QWHwzF06ND4+Pgbo+rauTez2bx58+bS0tLi4mK9Xl9eXs5iscaMGfPhhx+SDdI64Tx6B+08dw6H89133y1btqz918rn8/30008vvPBCexKee77CQdETIAiiqqrqnXfeQVF09OjRkZGRYWFhHbbN4DheWVm5efPm2trayspKrVZbU1MTHBy8aNGi119//Tb9uiluhFI4KHoxPp+vpKRk8+bNu3btioiIWLx48cyZM6Fu9F9KAVi15OXlCQQCq9W6du3aCxcuEARhs9nCw8P79es3a9asSZMmdUE6TM+nPVcARdHDhw8/9NBD8GdLS0tBQUFTU5PdbvePeKDT6UKhMCwsrG/fvgqFAjYePHhw6tSpf3kISuGgaCcEQdjt9uPHj2/atCk/P3/EiBGrV6+OioqC9qd/+V0EQcxmc1FRkUqlunLlykcffdTU1ASZATExMaNGjZo1a9agQYN6rOu5x0IpHBS9G0jlyMnJ2bRpU2FhIY7jAoFg1apVY8aMAXMxNKOBJp9gyeByuXa7/cKFC8XFxQcOHGhtbXU6nTabjclkRkdHDx48+KmnnurXrx+ZAU/Rnuvw6KOPQr3/c+fOvfLKKxcvXrz9eIjJ//TTT6GU2eLFi7du3Xr7r1AKB8UdQRCEXq8/fPjwjh07dDodgiCpqakvvPACdCcQCAQ2mw1yiCA5qKmpKSIi4sqVKw0NDSdPnjx8+DCLxWptbYXE8tTU1IkTJy5btiwkJKTne5d6JpTCQXE/AD5mvV5/6dKlI0eOnD9/HkL/fD7fzJkzoUXn2LFjKysrTSZTQkJCU1MThOmFh4c3NDT07dt3xIgREREREydOBHfvPZQmZCYqcr3YF3FDlTb/P8nPPUeitWcmBw8enDJlSn5+fkZGhtvtbueeORzOpUuX+vbte+jQoYcffvj2gymFg6IDgC2zoqICKrS2tLSoVKrW1tahQ4fGxMRAXZxBgwZB2cZJkyYdO3YMsgc4HI7T6Rw+fHhiYmJGRsbgwYMhJuneCgeybCOEnbZHOPQcyXCnUAoHRdcBj1anWg5AuOj1eovFUllZWVFRIRAI6urqrl27BmFxEomEy+WGhYVxudzo6Oi4uDgOhxMYGNh5GSgEQWzbti0vL49Go0VHRzMYDKfT2abFvMVisdvtTCYTw7DIyEgGg0EmxPp8Pgj7hcoNQUFBLBbL7Xa73W7IxIbcS/8j4tchY9lgQQb1rNoke0NlKsjph0LaAoHAv2Ep0j4B19LSEhQUtHLlyh9//PGOrs/y5cs3bNjQ2tr6l613KYXjfgVCstrcdZ1xFKfTqdPprFZrdna22+32er0lJSUVFRWQCA2VW4ODg3k8XlJSUmhoKIfDge2dNDGn0/m///1Po9GwWCyoW22z2fybaBIEAV11oIRGRESEfzFikKiwsvJ6vdCpB8Mwp9MJpYNuTHCFYhv+ccQgJcjyHv6DWSyWRCLBMIzNZrPZbBAOHYuTAyiFg6LrqK6uttvtKSkpXaahk+VroIINLCPIxUTXTAOyrz0ej8/nO3z4MIPBgH6bNTU1RqPRbDaTFayhhk9oaCj5XZfLVVRUBAYSkMjkueA4HhISAjnecDoQvAJ9xqECFZQcZbPZUGDU5XJB83FImgB/E0EQPB4PGp2DWOnfvz9kGpPTaM+FwjCMxWKNHz/+5MmTd3R9Ro0adebMGdB4/vJK3tGeKXoLXq/35MmTY8eO7bIax+S95PV6yZRXePt2pbsEdCBw6+zbtw9q0isUirKyMpvNZrPZYmNjw8PDtVotm82m0Whk2BOCIBaLpaioiMViQWFJ0EhAPqAoqlKpWlpaLBYLKBZcLpfNZnu9Xig56nK52Gw2lIMSi8VQWtDj8djtdq/XCzXUoUo6iBQ2m83lclksVnp6emBgYNcrHL2j8BdFj+JGa2FnA4eDIm9dedw2c4Du3h6Px+PxuFyuvLw8EHNhYWHp6eksFqu+vn7z5s12u12lUi1evHj48OEw8ytXrhw7dozFYtHp9PDw8GvXruE4npGRodVqcRwPDQ3Nzc0VCARTpkzxer3r1q2Ty+U5OTlff/11UlISQRD79+9vaGiIjY2tra29evWqWq2Oj49PTEysqKhYuHBhv3799u7dazAYnE4niqKFhYWrVq2CBj0d+JnMZrNSqfxLK8WNQE9tKIZBQdE1kHc4k8nsxk4OKIpCuTBYVDQ1NZWWloIJMzU1NS0tjU6n5+TkQHhT3759H3vsMTLdZv/+/adOnQLTbGRk5JkzZ8LDwyMiIoxGI4vFCg8Pz8zMHDRo0MCBA51O57fffhsaGpqfn79x48agoCAcx7du3QrFZsrKynJycvR6/aBBg2QymVqtXrp0aVxc3NatW3Ect9vtDAYjJydn9erVsBbqFofOfWvh8M99B9o0KeiyOdx/ud0VFRU4jsfHx3d4D/4VUHoj5K0FVe2R6/UVLBYLBK7a7XaFQhESEgLnaDQa6+vrYVhUVBTERshkMgRB9Ho99FCQyWQhISEIgjQ1NUEQXEREBDibtVotRNpDPSufz8fn8+VyOYqijY2NBQUFRqNx1KhRiYmJPp/v+PHjw4cPv2lFwvZc8MzMzJEjRx4/fnzixIntvyA0Gu306dMjR448c+bMmDFj2nn1ugU4uv8cYC3Ylc+pf9WcLjtoF+DxeDIzM0ePHt3hhYF/wZJ7N6+ug/BrPkAKf3CDGo1Gj8djMpmgeizZgqClpaW1tRXstbGxsSaTic/nw4Pf0tJiNBp9Pl9wcLBSqcRxvL6+3uVy4TgeHR0NJYUaGxurqqpCQkJI4SASiaBAdmVlZXl5uV6vnzJlCvTbOnr06Lhx4+6+lCrlUmmLz+fLysqCZks0Gs3r9TY2Nq5YscLfltXZYBhmMpkCAwO77IidAXgfa2trwVCPIAidTodqPB0WCk6ns7MdvT0Wu91uNpuFQmFVVRWNRqPT6Vwu12q1ikQij8ejUChAEfHHaDQ2NTVBwAqTyYQeGQiCwE8A8S6wK+gOeKtr254L/sILL/znP/9BEOTXX3999dVXNRrNX34lPDz8P//5z6xZsxAEefrpp7///vvbj+92hSM3N7e0tBS53pi3trZ23rx5YBPqGqDbX3BwcG9fjfh8vsrKSofDIRaLvV4vl8slCAKaCHZ4h9AX9wEUDiBpIUKroaGB7DRrtVrlcrnNZgsLC7uxBJ9Go9FqtZGRkWDj8Xg8ZrOZTqeDyQSEA51Op9FokA98T67tA6FwgJ9Mq9XeagC4xyBwCUEQDMPcbrd/r15/Qczn8+12+x1NAIJ6yMk4HA7/QhFgtmrTCqGN9wFmCL5GFoslEAhgdXVH0+gwKIpC2BS5yGunm7O0tPTs2bMsFovJZNbU1CgUihkzZgQHB9/9fO5yD72Rq1evHjx4MCgo6NSpUwaDwWq14jje2tq6ePHia9euvfrqq8OGDWvzlS1btrz11lsLFixwuVwLFy7UaDQ7duxQqVRqtTouLi40NLSoqCgwMLCxsTEpKUmpVD788MM3NS+354KzWKzc3FwokoZhWFZWVl5eHtTh8I9Eg7iz8PDwAQMGDB48GO7hnJycIUOG+LfDvSn3XOGAnOrW1tZb7RmiaEEyQEIB9Ook34tsNpusac3lct1u963arNwUsogn/Ol0OsF9Rg6APnD+198/FhhBEAaDAd1BoYWbWCwm25G3fxp3A7zeUBQle+q259AYhu3bt89oNAoEArPZbDAY0tPTJ0yYcPfTfgCFA0EQR48eLS4uptFoly9fbm1thWL8GIbNnTs3Jyfn3//+941q8aeffrp+/fpFixZZLJYVK1ZcvXr1yJEj4eHh9fX1AwYM4HK50NuvtbU1KSkpKCho0qRJd1++/YFQOHAcP3PmDITP4Diu0+kIggBDE7R1oNPpEonEbDYHBQWB1IMXKo1GwzCMyWTCQw5RPMHBwWq1mk6nQydfhULxly9+2Ln/25rJZJKpgxAbfPvfEsbAOoDL5YpEouLi4qioKIFA4PF41Gq1wWC4R1fr/wFyE2x6DocjOTkZw7Dm5maFQgH9riCkCKQwhmEWiwXkHYfD8Xq9drudw+FAXxL/NqTtEQegXMNVxTAsICBAq9XyeDwOhwOdEUC8KhQKoVAIcvaeSxn4saDnXw9ZTRqNxtraWuhjXF1dbTabZTIZ/O4BAQFhYWE33kJqtbq2tjYwMBAi25lMJpfLZTAYpaWlcrnc5XI1NDTEx8frdLqEhARQNTps4UAQJDAwcNeuXUOHDr2j8zp27NiCBQuMRuNfjuwMhePSpUstLS2gVUCTM6VSiaKow+EwmUwoispkMlgpoigKWj5IBv81CfQKDwgIMJlMXq8XSsnJ5fK/7IMIndvgUUIQxOfzCQQCp9NJDiBdb7cCAo2hqROTyVQqlfX19QwGIzQ0lCAIo9HY2Nh4b68bufaFPgByuTwgIKCpqQnHcSaTCXGIIEVBxJlMJo/Hw+fzRSIRjUYzmUwCgcDtdsMSy3/l3Z7bjKy2DnMQCAQGg4HH44nFYrK/BIqiYCxp00H3Hl4BBEEUCkUbXbC7IAhCrVZrtVqIOS0pKYFme3ADh4SEkC5af+rq6qAxEI7j0DxWIBDQaLTi4mKVSqXVag0GQ2xsrMFgSEhIuFdR9g+EwuHxeHbt2gV92x0OBwTKjRo16sCBA/Pnz6+urjYYDBqNhslkLlu2jMVi1dbW/u9//0tLS5s+ffrHH3+8cOHCmpqa5ubmtLQ0sEhfuHAhLCwsISGhubl52LBhoaGhPeG2u4dAQykQHHq9fuTIkevWrZs9e7ZQKKyuruZwOCaTqbS09PHHH4fQaK/XC/IXFnywcEQQBJpgdWACHo8H3n8Oh8Pr9WIY5u+6NpvNjY2NUDSQ7EzR/lPT6XS3aocIMd4IgjQ2NqIoqlAopk2bdpdNMkFA+y/fwe1KrgjBbtmTb6H2zw1F0Tlz5ixZsmT8+PFtjHZt0Ov1x44d27hx4+HDh9u583uucOA4vmvXrgkTJoACvX///sbGxtGjR586dWrUqFGQMwnGub///e88Hk+v1//vf/8Ti8VPPPHE+vXrExMTxWJxZmbmiBEjQDJUVFRYLJZJkyZVVlampqYmJSX1EG31HtLY2JiVlTV06NBjx45NnjwZ+rNPnTq1paWlqqoqLS1t8+bN06dPj4mJAeUAQgeYTCZEwmEYBiLC6/WSmlb7gccTHh+Hw+Hz+TAM87fo1NbWQlEvMLrc0aLcZrPhOH6rxqqw+LRYLBAeMXDgwCFDhtzloh8WbG3aaZHCoeuzZjqbByJLBd4ccEeS+T9NTU0JCQmlpaWTJk1CUfTw4cMQxg8JioMHDw4ICMAwDBrzTJ48uaioSCwWDxs2zOVylZWVEQRRVFTU0tLSp08f/zzG+wMURUeOHEmj0a5evVpXVzdgwID+/fvDk3zkyJFVq1YdPXrUarV6vd6/bIP+lwO6mNsHl3VSlEB+fn5BQQGCIE6nkyAIq9UKTYlRFIXcVIFA4C+5oA5HYGAg1EVtU7SjnTgcDsieRRAEcuilUikEpfofSCgU+pcZgDV9h+P2CYL4448//vjjDwRBwsLCwsLChEKhv0fS5XKZTKb6+vrm5uaOHeIe4n+y8BZ0uVxNTU0xMTE1NTXTpk1LT0/PyckpKyurrq5OSUlxuVypqamQKJicnCwUCgcOHAiFCoYMGQKl50AyVFVVyWSyhISE+0/hCA4OnjVrltfrtVqt1dXVISEhBEEUFhYeOHAAYgXOnTs3YMCA1NRU+NHb6J2d3eM+NTW1w9+9fUz6jcLh7vUAn8936tSplpYWBEGsViuTyQSDjVarBf0MYjn9DwTp68HBwRDseav+iLcB3Ppk1Q02m81iscDYBk3UYRiTyRSJROAvI89XLpd3S8Zfb7Jw+Hy+3NxcKFZNXmV/QQCOA/Br/OU9BMt3EFLtj2bojcAqBMMwLpfr72xGUdTlcoFT6X4993uIf0Ud+Je0o8AWjUZzU8c/6tfUtwMH1Wq14HtCrjcsBQu/Tqfzj2cCRaexsRH+ZDKZTz75JKSq+s/kTifQGXSGSyU3NzcxMZHH4xHXaSMZiBv6u95mb1DgBPVr2txDLt09B15aEJyI+KXPQL43qJj367nfQ+DughsbbjN/g4fb7YYAgBu/iN6sYHE7AZkDlmnYldvthtQVtVpNOjcJgmCz2RiGqdVq2MLhcFauXKlUKjtwUOCBcKkg3VEBggJwuVxWq1WhUNjtdrvdrlQqyc7XWq1WKpVCdHRQUBAp6EGlc7lcPB6vzVKblP5tFo7gtgAZRwZXd9k59kzu5vXc5mHpIc9OZ9ifenuide8FDEJ8Pp/NZms0GpFIRGZdOhwOh8Mhk8k0Gg2Px/PPawMDIZ1Ov7FBIwiHG1eAsHAC5y9BEO1ZVd733EPhcEc8EC4VyFLhcrnUfdZlkA+/zWarra2VSqUnTpyoqKiYOnWqSqUSiUQul+uTTz755z//qdFoTp48GRUVxWKxoBZWcnLy5cuXt2zZMmfOnNjYWLvd7vF4QkJCIFr21KlTGo0GOqRYrVaIBQ4ODt69e7dIJIqJidm2bduTTz7ZgQpU9xl/uRyHoL8H+bkAyfDAJlp3F+QKvq6uLjw83GQybdmyJTY2Nj09PTg4mE6nnzt3rqamZvny5VC1Vi6XIwhCp9MHDhzI4/H++9//ulyuZcuW+Xw+s9kskUhkMhmfz8dx/Pvvv580aVJCQoLP57NarXq9XqVSOZ1OECbZ2dlWq3Xx4sXdWAawh/CXwgEibHqOcOhNP5jX683MzBw/fnw3VpR7AAEbvkKhUCgUZJj6unXrlixZMnDgQCaTOX78eJFI5PV6hw4dymQyGxoaoHgDVMkUiUQtLS1Xrlxxu904jpeXl0dERHzwwQfJycm5ublvvvlmenr6pk2bEASZMWPG3/72t4CAgNLS0iFDhsyfP78ri6b0CsjizQiC4Dje3NxcWFiYnZ2tUqmWL1/evTJl4MCBI0eO3LVrV11dXRcfmiCIzMzMUaNG3X1FI4r24/V6aTQag8EYOHAglI6IiorKzs6uqqp65plnuFxuREREQEAAiqLJyck0Gs3pdFZVVZnN5qSkJLJE99mzZ+GGsVqteXl577777rBhw9LS0jZs2BAWFqbX68+fPy8Wi9esWRMZGYnjuMFgyMjIgCTe7r4APQuI94fL4vP56uvrS0pKLly4kJqaOn/+/O6e3f+jN7lUCIKwWCwulwu0YMg6g14SEHjMYDDAg4UgiMvlIsvRMxgMl8sFH24MqIZoHRDiILJJVxx4NMmAaojTBmcnaWuBGoX+sh6qMJGee3K3ZPwEOJg7z1ngfxak46PNf6HtaFfofwr+4Dh+/vz51NRUiUQC2SJyuRwSulJSUgwGg1gsJtPY4Fg4jp87d06j0UilUrlc3rdvX9hYXl7ucDjy8/PpdPrs2bPpdPpvv/0WExMTFBR0/vz5xx57rDPS4Xov2dnZRUVFCQkJjY2NRUVFEokkLi4O4p3bU8+n8zQShUJRX1/P5XKLiopSUlJuP7gzYjiguitEMkJGFYqibDYb2mWB6R4GQ8M8eAyhzR5BEFCFus0+oXQSpFCRnbHQ683zEATBMAwSccHIBIVqbDYblP0gM2/99wkRZm0kg/8Di1wPx+kM/A8Ejkv/iC7k//qsOyYcNBpNTU3N4MGDURR1OBxut1sgEOTl5YWFhclkMr1eTxZCJI9rsVgOHDggk8kYDEZaWppSqYQftLy83GAw1NTUxMbGjhkzpqKiYs+ePUuXLj158mRMTExGRsa9vDS9n2PHjhkMhvDw8Nra2tLSUoVCkZSUFBkZGRoaes+j9B6IGA4cx/Py8rKysqqqqiwWC1SDptFoRqPRZDIxmUyVSgWx+haLxeFwcLnc1tZWOp0uFAolEkljY6PH4/FPjkcQhM1mJyQkOJ1O0GAgfFcgENhsNpfLpdPpEASB8B/IFMdxXCgUEgSh0WjkcjmPxwO3AugQIpEIygAwmczg4GDyZQnJBVC1zGg06nQ6qVQKBWhxHNfr9Ww2WyKRQMQDKdHa3CIQeAxhcTabzWQy3TRzhMFgyGQy8J7yeDxYJdTW1orFYtDAiOu1QNxud2hoqMvlEggELBaLx+ORxzWbzQqFAlQryDGD0gIcDsdoNIKe0UbckJkasB2qnpBrcRDcUE8pMDDQYrFAijmKonAWIP7I3cJn//6HUGSzY3cOWSO1t3P16tUdO3ZERkZGRUWlpaUpFIo7ejl1nsKRlJRUVFSEIIjNZrt9Gi3SOQpHSUnJ2bNnS0pKoFIO5NSYTCYo3RgWFsbn8/l8vsVisdlsPB6vtbUVligBAQGtra0YhtlsNv990mi0lJQUq9XK5XJNJhONRhMKhTKZzOVyQa1YUFy8Xq9EIrFarQ6Hg8/nczgcqLMkEAgg7QVOFtIEzGazx+MJDAwkLxGskXw+X2NjI8gHgiCUSiVUmzWZTPBdBoMB0yPjGPyvoVAoJO9wj8cD8uSmD4tCoYAEK3gM6XR6bW0tPJ5MJhOiRxkMhs/nEwqFUqkUIjCYTCaNRgPXJ1SrhHhDl8sFKpfT6QwMDIRKSFCzp81xyXLPyHVBARm28LyDmQR6mQqFQiiUyeVyoXURgiDQY5l077bRkBAEgezZDtw5KIryeLz7w1hy+vTpo0ePRkVFxcbGpqamwsuxk471QCgcQHNzc0NDA9x5cKO4XK7W1lYejwePEyRfuFwulUoF4f3wFEEL4DZ7I5cg5OuNy+ViGAb1H8lVUZslCAkZyo5cr2Tq8XjA0tgmQxJBEIPBAG9rnU4HMZhyuZzJZOr1eoVCQabMcLlc2IlerwfZAUoSqBrwlKrVaofDAQs4HMfBbAPiVS6XO51Ou92OoqhIJIK9kYHTDocDkifBVAOfpVIpaDwej6ewsFAmk0HBLggBs9lsEEgBaofNZoO6dTQaLSgoqKWlRalU0ul0DMMSExMbGxutVitIfIPBAF5bHMfh7HQ6ndPphJRmKLqKomhwcLDL5WppaWGxWNDeHUGQiIgInU4XFxfH5XKbm5vLy8vj4uIkEklgYCBo6+CgAREJVxsEFsRpO53O2trakJAQNpttMpkWLVp0N1l2AOg9ZL4PuTb1Nxd1tlPjVvF07aTzpoei6HfffTdu3Lhvv/3266+/vv3gzggaRRBEq9XW1NSQVd4RBIFienQ6He4xGo1mt9uhBh0pECDkqE07bwDe6+TTzWazQde32Wz+uj7UIWzzXdKECV+H70IxK/AmkCNRFLXb7VqtFg6n1+vh0ZbL5a2trbAYACUDjFhgNmhubiZTIcCgAqdsMpmMRiN8NpvNAoHA4XC4XC7oRQw9vUD7l0qlcOJwjtB/WCQSwRMKATF8Ph+CPdlsdmtra3NzM7zGrFYrgiBOp1MikYC+xWaztVot6Fg6nU6hUEBqaFhYGBQPjIiIKC4uBmkGYaQhISEgqCUSSVNTE8wBwzAEQSQSCSzWWSyWVqv1er0Oh8NutzudTrlczmKxWCxWUFAQm82+fPkyg8GIjIyUy+UwT4IgoGICSH5IzUOupyLS6XSNRmO32wMCAqBOxjPPPCORSO7y3oMHE4QSaWX3Fw5dEPx+l8LhjniAFA4EQQiCKCoqunjx4oIFCwQCgVarFYvFdXV1QUFBV65ciYuLKysr02g0HA4nIyPj4sWL0FKcxWKJRKIJEyb8ZTFQ8vM9/OU6IGTb8xX/MSA4bqUb/SV3erIg2aEwIlTEAhsyGDngmsN8IObU5XLdtHoY6cBqMxkIREf8TK/QIMD/iWpjmvbfJ+GX0BgUFHT3cT8EQVy9evXw4cMmkwmKsUKjZ7AbYRimUCgwDLuxXj5ZqpIgCPIKgHXH7XbzeDwQnaCoEdfr2LrdbtAIwYcI9V6Rm/2yN1WjZTJZcHDwg5OlQu65vr7+4MGDjzzyiFKpNJlM8MYSi8VFRUXQ4Kq2tpZOpw8dOjQ/Px+sd2CJnDZtGvmq+Mtp39sr2QXCgUwJvqlqdXvu9GSJ69njCIKA6QJMqpCED2ZOsIJApVGbzeZ0Om9aPYz0Qd84JX8nF4IgUD+QlO23kgzI/5WTHA4Hokzu6ARvxOv1Hj58OCcnB1Z0EomExWJxOBwwfvt8PolE4nK52tjXURRVKpWkGdjhcMBMJBIJ6IJcLjckJIROp9tsNvI6wMIPKrA5nU6hUAglPZC/Eg6kAqRUKu/yrB+ILBUSgiCMRqPX63U6nXV1dXa7PS4u7ssvv1y4cKHD4fjhhx+mT5+elpZGo9H4fP6YMWMIgsAwLDMzs2/fvn+paXaSUL7Nbm0228WLF2k02ogRI1gslt1uv3TpEpPJHDZsGI1Ga2hoyM/PT01NjYyMxDAsJyenubm5f//+0dHRCILk5ubW1tampaXFxsZCg7qIiAiCIPLy8lwuV58+fQICAmpqamB9k5iYSJaXIQgClixcLhcaJTscDhqN1v5Qf3hO4EUOyy/YftOoC6lUeocXrCcC7364hmC0h+1er9flcmm1Wq1WC/Weya+g12syslgsDMOghDlIf9gJNDuw2WwOhwOqH0InoJiYGL1ebzabcRyPiooCS7hUKg0PD/ffObRagPIzZrM5ICDA6XSKxeL+/fvffbOb3oher4euRlarFcoKf//994MGDVIqlb/++uuwYcMmTpyIoqhAIBg2bBjI7rNnz6alpf1ltFCn2oduuh3H8ZycHLVaPWTIEPCo5uXlabVa6D/ucDjOnTvH5/MHDx5Mo9EqKyvBPDl8+HAGg9Ha2pqVlSWTyUaMGMFkMtVqtVgshuVZQUFBaGhoXFyc3W4vLS0F9TQ6OpqcBoZh5eXlHo8nOjoa3L7QXLBjy3TSTgwRNjdqdXdTEKLn4PF4pFKpVCoF3zoIRqFQCKajlpYWq9UKJnDyK1DPHm48j8cDJQRBOBAEAbW56uvrwbqj1+vBxsNgMGJjYxsaGsCcHxkZabVaURQNDAxsk9MHKg6KopAHFBQUBGb1QYMG3apGc2fTKxUOFEX79esHC8eQkBAo4rZ27VoWi8XlcseNGwfyHQaTr7oFCxZ0gdG7A4Aj2Ww2w9ysVuu1a9dGjhwJN9/58+dPnTqFIEhERAQkiYGJFUEQj8eTm5tbUFAgFApjY2OJ65XIXS7X0aNHGxoannnmGaVSiWEYaTv1P25mZqZYLLZarREREVwud//+/UeOHFmxYsWgQYN6bB4QxJlaLBYw5KakpLBYrOrqavDI0Gg0lUrVSS9aFEWHDRs2ZMgQeKVB/ARcUvCz2O12l8vF4XBgDcfj8RgMBllsjTS8k3799uPvt76VfQ6MTKTa12N/wc4mPj4elEI2mw1xG2+++SasPTIyMgiCIF945CWaM2dOz5QMCIIoFAqoV4EgiM/nKygoIGuq1tXV7d27NzAwsF+/flwu12KxQKwDgiAEQVRXV1+6dEkgEEDuGGlxvHbt2o4dO4YOHRobGwuxrsgN9sWmpqbc3Fy4w/v27Ws0Gv/+97+PHj165syZ98Qe0Ek4HI6ioiIejwcdXmJiYjweT0FBgdPphGVASkpKJ+UxMRiM2bNne71eKC0qk8lIV7vb7fZ4PBaLBdJTQQOAXkjgJSdt0iDAOyYcwB58K40Q5D/5TuxG4dBbFQ4ul6vRaBoaGoYNG7Znz56RI0fqdLqGhobx48fv3bs3IyOjtrbW5/PFxsb+/PPPkyZNKigoCAkJeeSRR3pgfJDP5ysrK4NgeARBOByOzWbLy8tLS0uDAAuVSgVS0ufzlZeXQ1lrgiAYDMasWbNGjBgB9SVZLFZ8fDzsYerUqRwOJyYmhkajJSYm3vS4crn8woUL0KGKx+NNnz5dpVJt2bIlJCQkMjLypl+5jaGya8Bx/I8//igvLx82bNiJEye++uorHMevXLlSU1MjkUg2b9788ccfBwUFdd70MAxbs2YNgiAvvPACgiCNjY15eXlxcXEHDhwICQlBEESpVEKgAIvFqqurW716dVRUlP98OBzObTxBN26kaD8gGYxGY3l5+ejRo8+cORMbG8tms69duzZ+/Pjz589DD7/KysqxY8d+8803w4YNgxCBZcuW9cCwYhRFoTVXYmIiOBEYDEZ+fv6AAQPAJQcPONwwGo0mLy8vOjoaYheSk5PDw8MvXrwIUU3wRBMEAcllCQkJUCN/xIgRNx5XJBLp9fqGhga4JnK5fM2aNcePH9+xY8ezzz57q/uz2+9ek8n08ccfjx49uqioKD4+fsWKFa2tradPn2YymRqNprCwcP369Z2aOK3T6VauXDl27NgZM2YgCHLlyhWIHLp48SLU/A0MDNTpdOB3NpvNb7zxRhvTL/T1hM/3pXDolQoHgiA4jhuNxsDAQBqNBhXsyejoqqqqIUOGmEwmp9MZFBQkFAphxdMDVQ2Ax+PNnTuX/FMsFr/xxhvkkuuhhx4CIzDYgZ999lnietlmFEUDAgKUSmVCQoL/Dul0elpa2l8ed+zYsf3792exWGDq5PF4w4cPHzhw4G1sy2azubKycsCAATe974lb1A+9h9Dp9KeffprD4eA4Pm/evOrqapC5SqVy1qxZZrP5jrqKdwAWi7Vo0aKAgACv13vlypX09HQ+ny8UCtesWeOfDIwgCPTavWn/FAhCQq53M46IiIA+9ZAKFBYWVltbC2sd1C/5EAqj8fl8rVbrdDoh0Bj6x0JwXG8XRvcKk8kEgZlqtTo6OprFYsE1rK6uDgoKstvtzc3NdrudxWKJxWKn0wkhkD2T0aNHk59pNNqiRYvIxz8+Pj4uLg65/hKaNGnSxIkT4Y5CUVQkEgmFwtmzZ/vfFSiKBgcH/6UJUC6XP/3003a7HV6HKIrGxsZGRUVB0OtNv0IQRG5ublRUFOTX3HQA1A7uvLtUqVT+8MMPEonEYrEQBFFeXh4eHg5GGgjP70CTuTtCIpE899xz/fv3Ly4uNplMYBwKDQ2dMmWKVCr1fwFhGObxeG7aP8Xr9V67dg0ChBkMRnh4eEtLC4TBKhQKpVIJkdGkcIB/GQxGcHAwl8tVq9VerxeaSENQC2RC9RDh0JuCRsHiBN4EgiBKS0s5HE50dDS85LRard1uDwkJuXz5ckRERFhYGEEQJpMJyu5CbgWkgBN3Xh+djNYh1UywkBN+FTWIdqewk/v0HwYR1OBUJsO74IN/U65bceOAzrjDIG7mVklo8JDz+fxuaYPnHyja2cey2+2Q1gu3wY1eEpgJNN298etut/vzzz9HEESj0YSFhQ0cOLCioqK4uDgnJ2fMmDFvvPHGihUrIElhwoQJAoHA5/Nt3bp1+PDhWVlZkZGRxcXFsbGxCoXC4XBA1QcURT/66KNbyXqSHiJ07nnQKAQpk6+T6upqyJmCX8FkMhkMhtDQ0MLCQh6Pl5CQANG7arUa/F8MBkOlUoFpugOXiLjeRwO+7u/XgK5PdyoZ2kD60bxeL/l12CckrP7l1/2n2kkPCEEQNpuNw+HcylzvdrtzcnLS09O7xZ5PdFUGB0EQFosF3CUQPAF5N23G3CZazmg0fvbZZ2KxuKGhoV+/fpGRkUVFRdXV1efPn1+5cuW8efOWLFmSnJxcVla2cOFCcObu2bOnf//+2dnZ4eHh+fn5gwcPRq5HOvL5fBaL9eGHH3agOdxteCCyVHAcv3jxYlFRkcfjsdvtUBujublZIBAYjUYyWdxgMEAePCx2XS6X2+2GUphww0FixR0dGjIvoMc6uMo4HA7ERrDZbDDTQeUfGA9p/f5JGTKZDAQiiCGPxxMZGVlXVycUCqFbIOSvarVayAuHtAWFQqHX60NCQjgczo2SBcbo9Xp407jdbuhEjyAIFAuBYUwmE/owQcIbg8Eg68CAWgNf8ffjQpgtQRAsFis4ONhmswUHB0OmrkAgEAqFZC8xeKg8Hk99fb1KpaLT6VKpFPYPZTn8LzXprWwjf0EoM5lMeEOD1xPOhVwSQUYMqHeQtUtO1X8/yA0y/Y4iYdvJJ598UlFRMW3aNKVSGRUV9emnn0IIDoqidrs9PDw8Ojra7XYvWrTopgFxBEHAqcG/OI5XVVXV19cTBKFUKtPS0nJyciwWi+D/Y+894+OqrzTge6f33jQjzWhGvUuWLcm2ZLl34wI2xkAwEEqSzZJCssm+yYZNspCQzgYTIECwwRiDjQu2cbcly5Zc1HvXzGh67/Xe98N5mVfrhi3JRaDng3/ylHv/c8u5pzznOSwWTE4PhUINDQ1wkeh0ukgkIpVKFQrFxYsXiURidna2z+fLysq6h7TH28KdcDiam5sbGxvhZg8EAjwez2w20+l0kOWAFobEzF6wDLFYzOPxCAQCoNySSKSxt/Ct7zoajQJvF2oZLBYL1HQikUjixkxsFmhYY3MqYJqgowG0LjQajc1mg2iVRqNBzwIom8FqQSfD7XYLBAIGg3HtmkFLw2w2M5lMcFYikYhIJDKbzXK5POG4JGamQ/oBKAWwNXgRVDfAPiSQmEcvlUrBCLNYLL/fD02wCIJAbA23eTQaBR40TFmCPnnQ4bhK/BC9ZowZ/J0oNFOpVAzDoEgB4iXw9UQLdMK9SzgWNzIOicQhmUy+lXDu1hEKhZ5//vnU1NQZM2ZAeWvbtm1wAAkEgtvtLikp4fF4VCr10UcfpdPp124hYRzgF8VisY6ODqvVimGYSqVKT0+vr6+PxWJ0Or2oqAi4O1euXAG66OjoKIyV4PP5ly5dYjKZaWlpfr8fKmiT9RuRb4jDAV5qb2/v2bNnQd2LSqXCQ53FYsHNiSAItHprNBrwPyD0ucuax9FoFFRx4L8gdwihMNzwFApFpVJ1dXWxWKyenh7gjSYlJblcLoPBAEROJpPp9XojkYjb7QYG4rUHJBgM6vV6MLJkMpnL5fp8PiA/I1/eXUwmEzoXoJ8TvG9oYQVhNIvFclViOZFWgdwsdGekpaWBuhGKoqFQiEwmDw8PCwQCnU7HZDKBER0IBEAVAEEQcDiYTCbIFhGJxMzMTFgzEN9ApZRCoWi1WoFAAPJoLpfL5/OBLohQKARfAY4n6JeQyWSw4GO73hPznJAv28acTicYKQqF8vLLL0+clT32MXn+/PmRkZGysjIWiwWiAuFwGMxca2trW1ubWCzGMGzr1q0377SclCXdurn8GjscOI7r9frDhw+D8gpcJDiOU6lUp9MJVzs8hmUyGYPBgCcWpOsmdzE3BwgMQrck8mXWFpwVqVQKTo9arYZL3ePxaLXalJQUpVIZDAYdDoder5dIJCKRKB6PezyecDgMUp7X7igajdpsNrvdDt4PqDMTiUSPxwMJWnDxiUQiyFHAREa/3w8dFm63OxwOO53OeDwOI0lhs5BugRsN1MaCwSAQZeAViM1cLhfo4gwMDCiVSoPBAD8c7DA00hMIBIFAAMpsPB5Po9GYTCaofcBJhHy20WgEQR2/3w/9GpBDhb1DEOJwOCwWS6K/lEQieb1eaKFHEGRs3AISR6B0QiQS8/PzX3zxxYk/jBOXdCwWO3LkCI7jRUVFHA6HRqPB0YOj/cUXXwQCAbD2Dz300J0rPd9pst03wuEIh8MtLS2lpaV3QURlCgGer1cZcXSMaPFYxOPxsZkMUOxBEOS6eb+bvAKpEZiYBZ44RB4JlvV19ZTGboFAIIBPA89pEJkeHR11OByRSEQsFsPQFgiVTCYTi8UaHR0d6xVdFbKgX2oMQC0DpMYgF1JdXT1xbZ9QKHT8+HGQUUK+1HzzeDwgIglRC4IgbrcbNC6hb5YwZnbuVdftWCcJ+TJWhvjm2rNJo9FEIpHH46FQKCwWCx6oieAs0ZoPn6fRaJBtuuon3Ir12bVr1wTt71hC0nUx6Q5HPB6/dOnSjBkzvrG9OdcF5C2uq3Bz7QWWyPoAISAYDCbyLtdKd9zEOMA1lrADcHfDLZNQGgXFwptsMyEMn/BvQOkcrvOkpCSoZnK5XAiZfD6f1Wod244+NlkCHlViy2ML1jwer7q6euL0PpvNdvr0aShwgDVLKARC0wrswuFw0Gg0CNtA+TCxhavuTSisj7Ue8OuuaxyYTCa4bjQajc1mQ5J4bFIN/3IAE4IgDAYDRutN5Pd+I3Q48C/Hmtwngdp9gkTAMQ58pQr1XUZaWtpNXr8VJuydA47joLSh0+lA7wtywk6nE0JDoVAYjUYhLAMx7FAoBLo9CIIEAoGruuQTgkiJ7ZvNZrAswWBwrMkAdaCkpKTh4WGRSNTe3g4NjSQSCVw95P9aWI1G8+1vfzs3N3ccdwqbzV65cuVEDtTdB1iG8TEwvsZAJ0DfBiL5fYWrqPGAe0IXuxbRaNRsNtvtdovFkggDUBQF/RJgcfp8PrhnDQYDg8EIBAIpKSlEIjEYDEIleuwGgdSccKDj8ThIxMJ0DsgewS5EIhFEIyMjIwKBoK2tDUEQ6JIbGwEmbo2cnJynnnoqIyPjntwsU8nhgOEF93oV0/iGgkajPf744wnNrgSDGDLVCZ5gIv4YK55xFXPw5rj2YwlaYiwWg2oRhFCQJbo2WCSTyeNWWnvnnXemnMMBwmvTic9p3CtIpdJnn302cY9DYDz29kfHTMjCv1TluSoveys7uvZj8HUQb41Go263GziCMFX02icmZFwm/IvHiankcKAoClps93oh0/gmAjKl93oVCHKHlRkPHjxotVrFYvF7770HWiP3PwgEAsgb3OuFTOMbCgKBcJ/MtU4M470/MZVigrFCitOYxjTuBKLR6Pbt2xEEAeVE3+3j7q8ZJiVNOxzTmMZ9jqnkcJDJZOiqmsY0pnHn8O677yIIwuPx1q5de6/XcksgEAj3ajbENKYxjVvHVHI4YrFYf3//OKYdTmMa07h1dHZ2XrhwAUGQrVu33uu13BJwHO/r67vTOpLTmMY0Joip5HAgXxL77/UqpjGNrzneeecdBEGWLFkCA2Luf8Risav0qaYxjWncb5hKpFEGg1FaWjq5imnTmMY0rsXHH3+sVqsRBJFKpQaD4V4v5ytAJpNLS0vvqMbaNKYxjYljKj28o9HokSNHcnJy7hM+8DSm8XWFz+f7xS9+ca9XcavAcfzIkSPp6en3m67MNKYxjbGYSiWVQCBwP891nMY0pnFPEIlEnE7ntA7HNKZxn2Mq3aIEAgEGedzrhUxjGtO4j4Ci6I0mGE9jGtO4fzCVHI5wOKxWq6c5HNOYxjTGIhKJKBSKaQ7HNKZxn2MqORyg4jzpk5+mMY1pTGmQSKRoNDrdvzaNadznmEoORzweN5vN02ZlGtOYxlhgGGY2m6fbYqcxjfscU8nh4PF4Dz/88DQ1bBq3BRhrdK9XMY07CJird59MupnGFEI0Gp1Omd9NTKWHt8lkeuuttyYYx+BfYrJWNY37GTiO9/f3j4yM3OuFTOMOwuPx/P3vfw8GgxPZyLRl+KYBw7ALFy5M8LKZxm1hKjkcJBJpwYIFEySNRiKRs2fPTjkVZBzH4/H4tDUcBzIyMlJTU+/1Km4bOI6HQqFYLDZ90r8SKIrOnz+fTqdPZCMYhtXV1U3Fxvt4PD5daB4HUBSdO3fuBC+bewIcxwOBwFRM3E4lh0On07W2tk5wIxQKZe7cuVMu+4rjeE9Pz3SV+naBoiiBQJiKZTgMw954440rV67c64VcB/v27du3b19mZua9Xsj/B5vN1tDQMMGNEAiE8vLyqSgdZjKZ7Hb7vV7F1AOKokQicSp2U8disVdeeWVoaOheL+S2McUM8cQDPhRFyWTylLvIUBTNysq6hy3BOI77fL7pQOqugUAgLFy4UCaT3euFXAdr165du3atQCC41wv5/4Fh2AQDvilqGRAESUpKurdjtKPRaCAQmE7F3TWQSKQVK1Zwudx7vZDbxlTStKDRaCkpKdeNVuPxeCQSIZFI0CCH4ziFQonH49FolEajjTUicFegKBqNRo1GI4ZhfD6fyWSOjIy4XC6BQEAkEpOSkkgkks1m8/v9FApFKpUSiUQEQaxWq8ViycnJ6e3t1Wg0BoOBz+dzudx4PK7X691ud1JSkl6vl0qlJpMpEongOM5kMjUajdVqNRgMBQUFbDZ7aGjIaDRmZGSIxeJbt27gjOM47vF4urq6MjIyeDzewMCA3+8vKCggEAh6vb6trW358uWRSKS3tzcjI4NGo5nNZhaLxWKxxm4qYRcSe8dx3OVyUSgUJpM59mPRaJREIsEBd7vdb7755ve//30URZuamsrKysD7uXZria+Hw+FYLAZabaFQ6P3339+wYQOCIB0dHUVFRTwe7+Y/P7Flr9er1WrT09OpVCp8BbyfoaEhjUbDZDIHBwepVKpCoQiFQkajMSkp6aqTPonAcdzpdLrdbjqdLhaLE1cjXH4EAmES91tYWIhcc2CncS3IZHJKSsp105YYhoXDYSKRSCaTY7FYPB6nUqkYhkUiESqVOtaYJK43HMeNRmMkEmGz2Twez2Kx6PV6kUhEIBAkEgmdTvd6vQ6Hg0AgyGQyGLMQCAS6u7vz8/NNJhObzcYwLBgMKhQKBEHsdrtWq01OTrZYLBwOx+l0RqPRcDhMpVLVajXMuZXL5Uql0uVydXV1CYXCzMzM2zrpBAIBx/FYLNbd3U2hUDIyMpxOZ29vb1ZWFp/Pj0ajBw4cWLRoEYfDGR4eplAoCoUiHA7bbDaFQnHtbYv8X8sQi8VcLpdIJBr7IrwO/hnoyjOZzIULF3Z1dbFYrJSUlKsO6VV7wTDM6/WyWCywaW1tbb29vevXr29ra8MwrLCw8OaR1VjPZnh4mEgkJicnJ04lhmFGo9Hr9WZkZMTj8c7OzvT0dCaT6XA4AoGAXC4HY34nEI/HrVZrMBjkcDh8Pj9hrCKRCIVCQVF0Eu/l2bNnT9am7iamksMBXsV137LZbMeOHROJREuXLq2vr/f5fIsWLdLpdC0tLStWrGAwGIlPut3urq6uiooKo9H4+uuvg0NQWVn5ySefeDyenJwcu92+ZcsWLpd76NChxsZGlUq1detWCCD0en13d7dSqWxvbyeRSP/5n//5s5/9bMaMGTabbefOnT6fb9asWX6/PxAInD17ViaTicVis9nc3NwsFotHR0cVCgWZTN6/f7/T6fT5fEuXLh3HQbh8+fKRI0cqKioWL17885//vLCwMC8vD0XRgwcPVlZW4jj++uuvczicjIwMl8v1m9/85uc//3lCnhXH8a6uLp1OF4vFKisrEw6yx+N58cUXn3vuuRkzZoTDYRRFKRSK2+3+6U9/+vjjj8+fPx/HcYfD8eCDD9Lp9GPHjlmt1rKyMvhuLBb7/PPPwR4JhcLs7GzYVzQa/dnPfkYkEn/3u9+RSCSz2SyXy/l8vlar3bFjRyAQWLFixc1/qclkMhgMM2bMaGpq2rVr15o1a5YvXw4bD4VC//M//xOLxZRKpUqlqq+vRxBEqVT29fVhGJaRkfH888/fIbPS29v78ssvp6enDw0N/ehHP7JYLCkpKRiG/fSnP62oqHjyySelUumkmBUcx0+dOlVUVCQWiye+ta83wKu47ls+n+/w4cMEAuHBBx9sa2sbGhpatmyZz+erra1duHDh2MRAJBKpr6+vrKwMBALvvPNOPB5PSkpavnz5kSNHhoeHMzMzA4HAggUL8vLyzp07d/LkSRaL9eijj0Jdyev11tfXq1QqrVbLYDD27NmjVquffvrpcDi8f//+np6egoICKpUqkUja29sJBIJQKBSJRPv27ZNIJF6vNxwOp6Sk1NbWXr58WSQSpaamUqnU2z0IFotl7969KIq+8MILH3/88eeff/7GG2/w+fzu7m6z2cxms5ubm7dv3/7CCy/gOL5z504KhbJly5bEtep2uy9duhSNRmUyWXFxceL1ffv2Xbly5de//jVwyAgEApVK/fTTT+vq6n7/+9/TaLRoNCoSiUpLS0Oh0O7du7du3YrjOHx9ZGSktra2sLDQ6XTOmDGDw+HANtva2r7//e//4Q9/KC8vx3Fcq9WWlJSgKDo0NPTpp5/+/e9/5/P5N/+xDQ0NaWlpHA5nz549Dofj6aefTktLg7e6u7v/+te/cjic2bNnO53Onp4eNpvN5/M7OjrIZPLmzZvnzp17u8f2FnH06NG9e/cqlUqdTvfKK6/U1tbOmzevsbHxL3/5y0MPPbRp06bJUsqOx+NHjx6dN2/elKsATiWHg0Kh3CilL5FIcnJy9Hq90+ksKSlhsVjNzc0Gg2HDhg1XnWAajZacnIwgSHJyMpPJlMvljz76aCAQKCwsnD17NofDSTyonnjiieXLl0skkoTvnJub+84771y4cOGZZ57p7Owkk8nQ/c9gMMhkcnFxcWlpaUdHx+HDhx9++OHMzMyampq0tDSxWNza2vrwww+z2Wy/3y+RSFwu1+0GMQksWLBAIBCkpaVFIhGJREKlUiEPsXz58pSUFEjtEAiEixcvtre3h0Kh11577Wc/+1ki+93e3n7x4sVVq1aNDQdpNFplZaXX67106dIvf/lLAoHwq1/9qry8fOXKlfAxDMPa2trmzp3rdDp37dolFovnzp2bmpoKeReFQvGTn/xkdHR0165diW2SSKTFixfX1dXB0bPZbHPmzCESicFgkMFg3AqpQiKRiEQiBEFMJlNvby+ZTMYwLBAI0Gi0QCCwcOHCRYsWffjhh9u2bfv4448xDPvLX/6yYcOGWbNmBYPBO0faSE5Ofvnll5OSkt58802fz3fp0qXOzs7BwcEf//jHLS0tP/7xj996662xiaKbw+PxgGC/VquNx+NqtTpxVaAomp2dfVV2ahrXBVyliefcWHA4nNLS0gsXLni93tTU1JKSkuHh4QsXLmzatOmqMJpEIsElzWKx0tLSurq6nnnmGRzHMzMzV61aJZfLE59fsWJFWVkZl8tN3EQSiYRIJD7zzDMvvvhiNBodGhpKT0/3+XwMBoNGo8nl8kWLFun1+s8//7ysrGz58uVtbW1+v3/Lli29vb1sNluj0cTjcT6fj+P4uIdTJiUlPfPMM36/n06ns9lsDocDSVa5XL5x40YCgRCLxSQSSV9fX1NTU0tLi9vtVqlUlZWVcNCcTueJEydUKlVeXt7YzZaUlHR0dASDwV/84hcdHR0zZsx45ZVX5s+fr9VqIb1hMpl8Ph+ZTN67d29nZ+eFCxdkMhk4THw+32Aw/OxnP3vggQdmzZqV2KZKpcrNzYWjFwgEwMdyu90cDgfH8VspHM+YMYNEIgWDwd7eXgzDIH0VCoWYTKbf7//JT36iUCieeeaZ4uLiV155pa2tbffu3b/85S+/0o+ZIGbNmlVRUcFms//rv/4rHA4fOXIkGAxevnz517/+9UcfffTqq6++9NJLt2j2IcZjsVgUCqWnp4fH442trhIIhPz8/KkorTuVHI5wOAy30LXnbHh4uKGhITMzs62trbOzMyUl5cyZM2q1uqmpSa1Wj73OoC6DIIjJZJLJZJDk7+vri0Qi77333pIlS6xW6/DwMI1GW7p06T//+c+lS5cmonkcx2k0GpPJfP/995uamlavXn3x4kWbzQa6QxaLxel0hsPhF1544fTp0ydPnsQwzOl0NjU1OZ3OiooKg8GwZ88ev99vMBhaW1th/PftYu/evfX19YsWLYpGoxQKZWBgYHR0NCMjQ6PRwAqVSuXp06ftdjuJRFKpVCQSKZEWgntSp9O9/fbbgUBg5cqViYTB8ePHMzMzn3rqqb///e8oiiqVShzHrVYr2JSOjo6Ghobly5c7nU4GgzE6OlpbWwutHxiGabVasJgWiyWxThRFU1JSUlNTY7EYhULJzs4GNvjQ0BCdTtdqtV/5S4lEIjgop0+fXrhw4bZt28Ri8csvv/zLX/5SqVQeO3bMaDR2d3eLxeLXXnstFAr19/fb7fbDhw+np6c/8cQTdyLDEQwG//Wvf5nNZjj4Go3mwIEDr7/++uOPP67RaNhs9r59+8Dq3crWcBx/9913i4uLi4uL//jHPz722GNjLwkURZOTk8Gg792712KxPPbYY3Q6/fTp036/f/369RKJZNJ/4BRFNBq9kQaxxWI5deqUWCweGRn54osvZs6cefDgQaVSefHiRY1GMzYdRSQSVSoVgiA+ny8QCDzzzDMEAmF0dNRqtQ4MDKjVaqFQ2NnZ6fV6N27cuHv37qSkpHXr1o21RUlJSbW1tYcPH54zZ04gENi2bVtGRkZPT4/X6z1w4IDT6XziiSdGR0e3bdvmdDpzcnLa2tr27dv39ttvh0Kh/fv39/f3R6PRU6dOLV68eBwHob+//7333pNIJMuXL29paREIBBDwQBYHx3GpVBoMBs+cOSMSiZRKpcViGZswDofDVqu1r6/PYrG88MILPB4PXm9tbT1//vzixYtffPHFQCDA5XLhST88PByNRlEUff/99xcvXoyiaDgcptPpX3zxxaJFiyAt53Q6URRNTU3Fcdzv9yfuCyaTWVRUBJUgOp1eWFhIJBKj0ejAwACBQHC5XDcP3CEFiyBIV1dXLBZjs9lwHx06dOi1116LRCLbt2+HLNHo6OhLL70UCAS0Wu1f/vIXEom0fv36srKyO1GmNBqN7733HjSPSKVSFotlsVj+8z//8ze/+Y1cLq+urt6xY8et01xwHH/11VeffvppBoPxpz/96T/+4z/GPvgIBIJKpcJxfGhoaN++fT6f79vf/jacXBRF169fnzh99xvQNvvAuL+cL9BM4lK+EjU1NT09Pd/+9revvVxGR0chVsjLy+vo6AiHw1lZWeFweGRkJD09/bqm2el06nS6goICFEX1ev3w8DCDwcjLy+vs7PT5fOnp6SKRSK/X8/n8xMkDWgOBQIhEIiiKUqlU8IGi0WhnZyePx8vOznY6nQKBoLm5WalUwm0TjUatVqtGo4HabSAQsFgsSqVyHNcEjuPt7e02m00mk6WlpfX390MlOBHQg5eg1+vhHk5co/BvPB5va2uj0Wher5fH46Wnp8PrgUDg8uXLLperoqIiwSyJRCI1NTVqtVqj0TQ2NkokEsgM4TgOeSYgeOM4brPZaDQaHJOxlUudTmexWMZ64jiODwwM6PX63NzcW6Sw4Dje2trqcDhUKpVMJjt58uSCBQuYTGZ7e7vT6SwsLKRSqa2trbFYrKioSKvVWiyWzMzMpKSkO2FTTCbT448/zmazcRxPSUn5/ve///e///2xxx47c+aM1+ulUqlz5syprKy8xR4o8E2/853vaLXa4eFhpVI5b968q4IwHMfffvvtlpYWiUTywAMP7Nq1a+nSpZcuXSoqKvrKmtS1mKxjAnZz9uzZUMwa39cnER0dHQcPHvyP//iPa3+g3W5va2ujUqlFRUX9/f0ejyc1NZXBYPT09ABz4tqvBIPBzs7OoqIiEonkdDo7OzuJRGJBQYHBYBgdHU1JSVGpVCaTiUQiJfyVsZYBQRCgiXi9XgqF0tnZGY/Hi4qK/H4/l8sdGBggkUhA74BAJSkpiUqlAiPbaDQymczrrurmgBu/o6ODQqGUlJT4fD6dTpeXl5egPSEIEolE2tvbVSoV5DuvMg4mk2l0dJTBYED5A+5ZHMd7e3vhWJWUlIATj+P44ODg0NBQVVVVOBxuamqaM2cOiUQCbkc8Hk9wb0OhkMfjYTKZLpdLIpEk7gtYCY/HG5vSC4VCTU1NRCKxpKTkFu8gv99/5coVFEULCwsdDsfIyEh1dXUoFLpy5QqTyczNzXW73Z2dnSKRSK1Wt7S0IAhSVFTEYDDuhHGor6//wQ9+oFKpnE7nQw89lJOTc+LEiWXLlh0/fhzDMA6Hs2DBAqgc3crWPB7Pc88996c//engwYMsFovNZi9ZsuSqDt54PP7KK684nU6pVFpZWXn48OFFixadOnVq9erV5eXlk/4Dx6LdMTi+L04ZhwPH8bNnz/b39z/99NPfHBpdPB6HDME35yffz0hkfdhstk6ng9Bt3K0Ndrv9pz/96W9+85tDhw799re/ZbPZH3zwQXFx8VV7fO+9906cOPHXv/61vr6+o6PjwQcf/OCDDxYvXjxv3rzb3eNkXUUvvvgigiAffvih0Wgcx9cn3eFob28/dOjQT3/602/ObQKk7LH+xDTuLWKxGJD0MQzzeDxyuRz5stg3DgwMDPz+97//wx/+8Lvf/e7jjz8WiUSfffYZ+Klj9/iHP/xBr9e/8sorH3/8MY7j8+bNe/fddx999NGioqJJ+Ek3xrgdjqlUUoFGgG/UDeZ2uw0Gw1VV1WncK6AomsiWZWRkTHBrXq93xowZPB5v06ZNkEi79kTHYrG2tjYymXz+/PmKiopoNNrX17d+/fqCgoIJ7n0i+OMf/3gP934tILvwjbIMkK0sLi6ecpJCX1ckElcIgkycLOLxeObOnctgMF544YWioiLI7171mWAwODAwEI1GW1paFi9e3NjY2N/fv3Xr1qysrAnu/c5hKmU4Tp48GY1GE60K40MwGBwdHU1PT5/Etd053KivbBp3GSDtR6VSJ1EKBVLQN2qWS5x6m83mcrmUSuXEE133yVU06RmOxsbGzs7ORx99dCI/MBaLDQwMZGRkTAmZuGnLcP8AuvSZTOYkXjm3aByMRmMoFFIqlXdZoukbkeEgkUgej2eCG4E29ElZz13AtDWZIHAcNxgMQqHwKkY3hmHRaNTlco3te6LRaGw2O1GVH6tCGI1GP//88wULFkwiVfPmffmg0KDRaMRi8XRn7M1BJpNDodAEN0IgEFJSUqbKHTdV1nk/IxaLGQyGq046cNSCweBVIvdsNnsshWJsRs3lch05cuTBBx8cRzPzjXBz44BhWF9fX0ZGBhRuphCmjMOBoiiBQDCZTBPfzp0TfpnGfYhoNHpVN7XRaNyxY0c4HIaWxWg0GgwGURSNxWIjIyMMBoPD4Uil0g0bNiQUXMhk8saNG8dh5cF+jS/hP90Te4sgEolGo/G6/Wu3DhRF76GS7zTuPoAHc9Urly5dOnr0KIZhYrGYw+FAWwD0zrhcLjqdzmQyCwoKlixZkvgWj8fbvHnz+IzDTdIYN8cUNQ5T5gaDJFJCOmbciEQiZrMZ+t+m8bUHdOVd9WIwGAyHwyDRhiAIg8GIx+PJyck0Gi0tLU0gEMhkMqFQODagwTCstbU1IyPjdu9zh8PR3Ny8cOHC2125z+d78803n3zySRCHuN2vf6OAYdjEZZ4xDNPr9dNH+5sDMpl8LRPL7XZjGObz+WKxGLgadDpdIpEoFAoGg8HlchUKxVUNhqFQKNHWdFsLGBgYcLvdM2bMuN2VWyyWN9544wc/+MGUy31OJQ5Hd3c3iURKNHOOezvIfZ+QBM838ffYP6B5HV657q+AVtWxH/jKyO8+PxqTDnwMEuHF2INw7QEJhUJ//etfH3vsMegNvnWEQiGn0ymTycbR6BgKha6S354g7pMTPekcDphLUFhYOHHLgNw3R+m6uMoywAWcsGlj/772u2MtA3JrxuF+PhR3CHBUISeKfomxH7j2mJhMpn/+858//vGPb3fwrMfjiUajAoHgdo8zSOveuQEOX4lvRFvsn/70p5SUlIcffviu7fSeAMfxxsbGY8eORaNRNpttsVhCoRCZTLbb7SiK5uTkjI6OEggEkCC76oLDcVwkEjkcDlDfA5Uet9sNYyCgnORyuZKSkhAEYbPZTqdTKBSSyWQajUYgEIhEIgw4GEt9H2uSUBRNlCdIJBKRSEz034NEIPhDIMsDXUWJgQtjZ2tdew+PNYVjH7H3ickbd/Jz3A5uOByura2d3PHZ98/BnNwN7tixw+FwvPDCC5O72fsQVqv1448/tlqtoG7c1dUlk8lMJlMsFoNpMlarFZRGr422mUxmPB4PBoMkEolKpbJYrHg8DgoZNBoNDAWHw6HRaFQqlUgkhsNheBZyuVyQSI5EImMzfDeyDDCfmUqlwomGf8lkMvCiiERiPB7HMCzR04th2LWe0Nj/jvUF4b/jK0PcIdx94+DxeC5fvlxVVXWvepS+EaTRa3NZX1ewWKxNmzaRyWR4qIN4OVzWBAIBmgCvOxszFAr5/X6hUBgMBjEMQ1GURqNZLBa/348gCAhIeDwen8/ncrnMZnM8Hnc4HOiXczJRFAUrkKC5eL1eg8GQkZEBgs0wD4/BYIDtgHlv4EyEQiGz2UwkEjEMS09PxzBsYGCgpKRk7dq1JBLJ5XIdPXo0Go3CZh0OB/Ilu5tAIPB4PJ/PF4lEwLXKzs7GMMxqtYJHRaVSI5EIk8lMTU31er10Op1CoUDC80YHEKSOyWQyOEAwStTv97PZ7Nzc3HFcReM2cOM2i2Qyuaio6H5oety5c+fOnTvHnr77DUlJSVOitWRSMH/+fA6Hg6IonU4PhUIJMS4QL0dR9LqWAcdxi8UiEomAEUmn00En1GAwwAfodLpMJguHw0ajEWhPoEsGb0UikZGRkXg8npBdx3F8YGBAKBTy+Xyj0QhD6cDChMNhAoEgEolg/AqGYXa7HSQ4gQENjVdPPPEElDubmpq6urpgs7FYzOFwUCiUQCAApoZIJMLfgUBAIpHk5ub29/cTiUSwVFQqNRQKKRQKDocDYxPIZDJYv+sePWDqxGIxIHjiOA5XdTAYFAgEhYWF47jj7r5xYDAY+fn5U/Gan0oZjjfffFMqla5fv/6u7fSe4C5I+txWiAmcR/jj5hsB+4KMydZCCgSin8TjCsdxsAgYhoGJ9Pv9kLOx2+3RaBTkzhJZTfgW3NVWq5VMJnM4nIQXdV3IZDK73S6TyWg0GuwCRdFIJOL3+8vLy7+ySx5cqK8fv3h8VxScU7vd/umnn+7cubO2tnaCKYpJz3B89tlnZrP5+eefn9zN3oeAh/qdI7fermVIpByu+uK1/024QYmMRaLNOx6PJ96FHAx8HjIfHo+Hw+HEYjGLxUKhUEKhENiZsRczaLy6XC4Wi4WiqM1mu1E0QiaTBQKBy+WC5pRwOAzRC6xh7ty5X+lw4P93jPY3E9+IDAeKohNXW7r/gWHYyZMnFy1adOdm89zWgyfx0P3Kp+9N7CCkWBP/vdFPg1oPAAbjje1hHseD6qpizc0Bn4zFYj09PSdOnNi8efO1YjvfWAiFwueee+65557T6XQfffTRzp07QSv6fkAkEvmGiOO1trbyeLzEZNRJx/gsw6186yYPchKJNNZ0jB3ujSBIovNTqVTCHziOd3V1aTSasWbkLhgHHMcjkUhtba1Wq33ssccmsQn2m4OplOHYvn37kiVLplzn8e0CLutpOXOIb243xwCplNs6eviXnfcGg6G5uXlkZIRKpT744INyufxrdgrG93OqqqrWrVu3du3aq55znZ2dUG0ZGhq6rQ1OeoZjz549+fn597PA4mQhEokADeJeL+ReAh9XqzlkJm736OE4HovFfD7fyMjIlStXjEajRqNZvXp1QrDnm4mvP2kUw7BXX331iSeeGBsET2MaV8HpdLa3tyeGboOVSRBX7XY7gUAAnSiPx+NwOHAcHxwcNBgMer2eRCI98MADeXl5bDZ7rOrXPQGO44FA4EaDpiCrfLup9Qn+osLCwnXr1q1bt66kpGTs6xcuXNi5c+fu3bvHjgu+CSbd4di2bdvChQuzs7Mnd7PT+DoBx/GmpiaYlAuvALULar6xWMxmswE7LRAIuN1ul8sVj8f7+/t1Op3BYEhLS1u6dKlarWYwGPe8mAIB0k2MA3ILCemJ4OvvcOA4/t///d9LliyZO3fuXdvpPQeGYTqdjsFgiESir3xajJss/XVCIl0BhNNgMLhr167NmzfT6fSurq7XXnutsLCQTqf7fD6/35+cnJySkgLisxKJBKKfyT16Op3O5/Pl5OTc7heDweCOHTsef/zx63apOJ1Oj8dzu2NFJ+unqVQq8DyqqqoSdi0ej584ceLDDz/ct2/fVSqNV2HSHY7XXnstNTX1gQcemNzN3uew2+1erzclJeVWHi3jboj42iDR7xqJROh0OoqiAwMD7e3tDzzwAI7je/bsOX/+fFFREYZhTqeTTCbLZDKQDE9NTeVwOOCXTOIBxHG8s7OTz+ePI2fvcrk++eSTJ5988rohB3QD3KGJ2YBvBIeDTqd/7espVwHDsKamJgqFsnTp0pGRERzHk5OTBwYG0tLSIpFIJBLh8/mJedCxWGzPnj2LFy8WiUQgmsnj8cbR5D1BRKPR0dFRhUJBIpHi8Th02QQCATqdnniiAynMYrEEg0Gn04lhWHFxcYIAjyAIjuPQpHdtMHFzvQQwCgcOHFAoFGVlZTQa7cEHH6RQKBiGqdXq3//+92w2+9qvTOoB+D+gUCjj4+LAab0R2Z7H4/F4vButPNGSc4d+2sjIyN/+9re//e1vQqFwzZo1P/zhDwsLC4lE4rJly5YtWxYMBg8ePPjGG2+cOXPmTuz9WlAolNvVR/kawGQynTt37pFHHolGoyMjI/n5+SMjI0KhkMVi2e12kUiU6FRHEKSpqcnr9cKEYavV6vf7lUrlXS7NQIoRRDzj8TgszOfzQS8e9JQhX5LKDQYDiqJ6vV6lUqlUqrFXcjQaDYVC197IyE39KrAMXq93+/btK1asSE1NVSqVUqkUqjPLli1bs2bNVbSMO2056XT6+NrQYIT4jRx3GL9wo8XD0QN27Th2PUFMGZ4tjuNcLnfieoJTCDiODw0NzZ8/f+HChdDgyuVydTrd66+//uGHH4LD0dzc/Pvf/x4UM0kk0sqVKxkMRm9vbzAYNJlMN2kcvXNrdrvdnZ2dwWDQ5/NdvHgxFAr94x//eOWVV37729+eOnUq8cnOzs5jx46BEIhYLL726u/p6UmsH8Mwo9EYi8UQBInFYg0NDcFgEN4ym82hUAhae6D5hUAgrF+/Hsfxf/7zn42NjX19fd3d3SCi5XK5gOc/Fnf0gIzbpoDc4Y0eCV+58rtgTdLT05977rkf/OAHhYWFY1+n0+mbNm06ffr06dOn787cIgaDMeUkFycIq9XKZrMff/xxmBkmEomi0einn3766quvmkymcDjs8Xh+//vft7a2wudzc3NLS0v1er3VanW73U6n8+6vORaL6XQ6CJxaWlpsNltnZ+dLL730pz/96dVXX7XZbPCxSCRy6NChjo4ODMNA3/Oq7fh8vrG0oVAoZLFYEr1ULS0t4KbHYjGj0QjdLiAujOM4h8PZvHnz5cuXd+3a1dXV1dXVpdPp4vE4yAcgY8S+7vQdhKLouOe9QQh3o+/efPH3NgU+lTIcV+nefxMQjUb37t0rl8uXLFkCtjsUCs2bN2/FihVardZsNs+dO1cqlULWHUVRaEbv7++XSCQMBgOk6CY9g30TgCnp6upSKpV5eXmzZs0ikUjLly8HRTIoLsJ68vLy8vLyEsyvaDTa1NRUWFhIIBCAXVFYWAg5D8iFtrS05OfnKxQKi8ViNpvBwY/H4zU1NR6Ph0Ag2Gw2pVK5Zs0aBoNBp9Orq6uLiora2tra2tqqq6vhEHV3d/N4vLGplDsNDoczPj1+Fov1zDPPjI8JH41Gwa8ax3e/Emq1etOmTZs2bRoryYzjeF1d3Y4dOw4fPrx8+fLvfve7JSUl8+fPb2homDVrltFovBMrSSAUCn3TigVkMvn48eMYhq1cuVIgEPD5/HA4nJGRkZ+fz+FwTpw4sXjx4qeffjohOUOj0XAc7+3tJRKJCoUiGAyO1Sy+O/B4PJcuXSIQCIWFhUVFRQQCgcVibd68WaPRhEIhDoeTaJddv3792OKmyWQKhUIqlQrH8eHhYT6fn52djX+pshoMBs+fP79y5Uoymdzf3w+1D+in3bVrl0KhsFqtkUiktLS0qqoKRVGxWLxx48bR0dHGxka73b527VoikRgMBjs7O1NSUu7mAZFKpeP7okQieeqpp8bnrEQikTtnHL4SU4bDgWHY66+/vmnTpnGfpKmIawX4rrURV106iQ/EYjEikUggEILBYH19fSgUYjKZfr8fxHxuBI/HE4vF2Gz2rYeM+JdKwKWlpVcNqYE7/+LFi2KxGMOw/v7+JUuWNDY2QqZXIBAwmUyQFQoGgx9++CEoGsXjcdBSXLBgQW5uLoZhH374oc/n27p1K+gUkcnk1NRUDMP27t07ODi4YsUKgUAgFospFAp4MPiXMvDIGB2RGx2x+xMTYeSAqMC1ftVEfrhKpQI/Y+bMmWNf7+3t/eCDDz744IOrelW2bt369ttvk0ikf/7zn88888zYtyb9Offuu+9WV1ffuWbR+xDjsAyJz8ANC8mzvr6+jo4ONpvNYrH6+vquKxoGAB0wFouVlJR062xl0LNhMpnz588fe0HC2nw+X11dXVVV1fHjx2fNmkWj0VpaWuRyOWh5USgUKMj29vaePHlSJpOBHiAUZ7ds2cJms/V6/QcffDBz5syysjKz2RyJRJKTk7lcrsvleuedd0QiUVVVFYfD4fP5CRJGosMlUX9BrxkHcZ8jIQI5ju+CxNEEg66vP2kUw7Df/e53jz/++F12Qu8+gNwwjukbNwJ0dsEFOlaA67qAZ//tbh/ylgKB4Ct5A+FwuKamBoogw8PDWq3WarUajUYejyeVSkkkUl5eHhgUt9sdj8dFIpFIJILIDBQywuEwNJIgCOL3+5lMZjQaNZvNZDI5HA6DUrtWq+VyuWq1OhQK6XS62bNnV1ZWTqRiHQgEWltbS0tL75r0ZzweHxwcTEtLu+ezVH70ox89/PDDZWVlY1+02+27du3asWNHQ0PDjb744YcfbtmyRavVXuWG3gnS6KJFi772Uhw4jptMJrFYPFnCXwltCYhMoOhwkw97vd7bPXexWAxkkZOTk29+A+I4rtPpmpqaQGR9YGDA4XD09PSA1LpMJuPxeKmpqZDatFgsXC4XpFGBCkYgEECkJCcnB9TTI5EIg8Hwer02mw30T9lsNo1G6+7uzs3N5XA4TqfT6/Ve2+99W4DFmM3muyn9CaydtLS0e+UefSNIo9DCdK9XcccBN/YkSk6hKDr2MXlz35bJZH6lEOdEQKVSYbIzhFnRaNTn8+l0Oiigslis8vLyscKmEJHMmTMHzNZ1gznofU28GI/HbTYbj8ejUqmBQABmp03cFoADdNccDrfbXVNTo1Kp7mYB6Lr405/+lPg7HA5//vnnUDr5SqXzhoaGLVu2AIXtjgLDsG+CZUAQBAYXTNbWILhPkJqvZUtchTs6Eh1FUaVSqVQqE/p7sVjMZDIZDAafz4dhWE5OTqKjFTinYEPg8yB7ilxjHK4KsYLB4Lx584A05nQ6w+HwxBsRMAxzuVx3sz5lNBrr6+vVavWUU2SZSndpKBSauPE1mUxEIvF+ppgRicRvgqAqiqLQtEKj0UQi0bUfSLgIVw2TuxUkjDKPx5uUziYGg7F06dKJb+fWwWKxlixZcj/MUkHGUDR2797tcrlu8VsjIyN1dXXDw8N3cGUIguO43++fuCyvx+NJKF5PysImHSiKfhPKRnD8yWQymUxWq9Vqtfraz4w7fuDxeAklp0mZzIWiqEwmu8uSxCKRaMGCBfdcDmQcmDIrniz/EYRcJmVTdwhjOdL4l7jXi5qquCr5MZHt3KS8fSdgt9vffPPNu99ndC1+9atfpaWlVVVVvfXWW7fubSAIsn///srKyscee+yOLe3/A37TGeu3CIvF0tHRMSnruXOYtgyTCJjlNMFjmJD3uJt+6sjIyPvvv3+jnvn7GVPG4UAmqZ+HzWZPYk7yjgLH8ba2tt27dzc3N8fjcbfbHY1GHQ4H9LxBnhAKn7W1tUajEZKHiQQjjHy8+2u+r+wghmE7duy4XVbKtfD7/fX19eP4YigUGl8LIpvN3rhx4/2Q4fj1r399u+Lldx8TtwwkEmkKyfzY7fa9e/ceOXIkFAr5fL5wOOz1er1eL7Sjww0YDAYvXLjQ0tIydhoiuOATf9COA/eVZUAQxGQy7du3b+LbGR0d7erqGsdP83g8N5lAeROIxeJ169ZNxQzHlCmpAPNx4vZXLBZPITEPpVIpFAqj0Wg4HN65c+e6deuOHTtWUlJSU1NTXFw8Z84cFEWHh4cvXLjQ0NCwevXqtra2tWvXUiiU4eHhQ4cOrV69+roJyTsKk8kEuqharZbD4bBYLIPBoFAowF8kkUh+vz8xq/oulN4LCgomvpdxpzcScka3CyaTWVhYeD+k98Eob9269ebpjQcffPCHP/xhR0fHc889d3cWBgAJlomXVNhs9vgamO8+cBxnsVhVVVXgy547d47P5wcCAY/Hw2KxBgYGHn30USaT6fV6L1265HA4QqGQ0WgsKipSq9XhcPizzz5js9krVqy4mwwAcHScTqdEInG73VarNSUlxev1RqNR4H5C467D4QCu3l0ICxkMxqTM3wHW7Ti+CIKn4/iiUCgUCATj+OI9x5RxkXw+H4vFmjiHA53UmeMYhhkMhjuUbMdxvLW19dixY93d3T6fLxAImM3mBQsWyGSyYDCo0+kgZFEqlXPnzgWpKw6HEwgEcBxnMBglJSV3f55hMBhsbGxsbm72+Xw1NTXd3d0Wi+X06dMul+vKlSvQ1KrT6Y4fP/7HP/4xFArd6fUQCIS0tLSJOxx0On18rhuRSBzfRev1ej/55JP7IWu6du3atWvXfuUTnUgkzp07d9OmTXdnVQmEQiESicRkMie+qUkUtsdx3Gq1Tjy1diOMjo6eOnWqtrY2GAwGg8GOjo5Zs2YVFhZGIhGLxeLz+RAEYbFYJSUlGzdulMlkfD4fekxQFM3MzFQoFHc/2TA4OFhfX2+z2QYGBs6cOeNyuZqampqamvx+/6lTp6DAcfny5ffee+/48eN3YT0sFmtSeh4lEsn4mNFkMnl8pslisezfv38cX7znmDIZDmhqmrjDMbmz32KxmF6vn1we/tjucJlMRqFQwA2vqqpKS0sDxcyZM2eKxWKwjyD9i2FYTU1NopHHYDB0d3eLxeJQKNTe3n4TlwgiDwKBQCQS2Ww2UPAIBAKPxyORSOCy4Dg+VkMMOtqv2g6KoqCqmZKSwuFwLl68SKFQsrOzHQ6HSqUSiURCoRCI5enp6TabDdpfJ/G43QjDw8P5+fkTvHKIRKLX6x1Hn5TX62UwGOPwcTEMy8jIuB8yHLeIyspKBEEm5cF/W4jFYjQabeIZjskNqXEc12q1mZmZk7vNBFuFz+crFAqlUslkMlUqVWlpKYlEotPp0EcNjWYMBqOqqgpBEL1ePzo6Cg/XUCjU0dEhEAjy8vL6+/vtdvtN9giFGCKRSKVSuVyu0+kEkR4mkwl65DiOw7tAcoIXr90OrE0gEKSmpnq93u7u7vT0dB6PF4vFCgoKGAzGihUrcBwnk8klJSUois6YMWNSeDk3RygU0uv1E0x4Q9bWZDLdbsoBuhHHPX8gPT19HN+655gyOhw2m2379u3f//7374eq9p0DjuMdHR3xeLyoqGhSNhgKhbq6ukAU/LqIx+M6nY7JZHK53HA4nBD/plKp4IXE43Fo7SGTycFgENIn15YJSCTS4sWLwWpHIhG3202n0+l0OjSpisViGKcCQxDcbncoFDp27BiDwfD7/SAXeO3aUlJS+Hy+0+mk0+lUKhX0aqLRKIfDodPp4PckRiOCaNi1G4lEIjweb4IPJAzD/H7/OAYQhMPh8VVVrFZrQj/xdr97I9z64k+cOJH4e9GiRQiC1NbW3oTBqlAoYFhrd3f3V06qm9zY2uv1btu27YUXXpi4z3Gfw+fznT59euXKlZOSo8VxfGho6CYOB4qiVqs1EAjw+XwGgwEJG3AL4JIGeV8IV1AUBd/62qwqjuMqlWru3LlwF9jtdjKZTKFQKBSK2+2G79LpdNDUwXHc5/N1d3cPDw8TicRQKBQOh6+Nl8hkckZGRjwej0ajJBIJyjEIgtBoNLAMYC4gQQiG6NofCB8QCAQTzIDGYrFwOHyj2a03AiigUCiUcTgcw8PDXV1dy5Ytu1c0jq+/DgeZTM7KypqKNJnbRXd3N4FAmCyHg0ajXTVM/CrgOF5eXn7zjSSeEDd5VIyl9JLJZOh0RVGUQCBAVgkK5DBnDoKblStX4jjudrsxDPN4PNduM2GMYMtQVIIPg1QRTFUAco9EIrnu5YHjeGlp6QRnlxMIhOsOi/pKjLuqBbWYe5XhACdjLCBW/kq8+uqrd2A5NwORSMzKyvom6HC4XK7z58+vWLFiUraGoqhGo9FobhY03opreLvGATIB8N+xjamQaUBRlM/nFxUVZWRkxGIxKCVfq/gChmXsKzCRDlIs4AwZDAZQVWaz2TfqgCWRSEuXLp1gfyyJRBrH5QdB3bj3eM/lecaHKXOXgjB2QpH36wqosN5W8+HE9zgpn7nR52/0XRKJBE7JbWmo39YypjTsdntdXd1dFv9IYGxMCXfczatyVqu1s7Pzj3/84xdffHE31vd/997f3/9NUAXk8/lfmT2aXNwT4wBS6LdVm/tGWQYEQXQ6XWNj48KFC+/1Qm4bU+YWBYbzxDl0RqORy+V+pabe5AJKBhQK5SttIgiQ31Gtz6mLcYT70CI/FRNjarX6Jz/5yb1a+dgLFax5cnKyyWS6J4u5OeLxuMvlisViE6RIOxwOCK8na2G3AsirIwhyK9ksDMNEItFUvJjvNMaXCJy6xqG0tDQ/P/9er2I8mDLHOh6PazSaieeRfD7fXVZwQhAEx/ELFy7cnJ+VAI1GI5FIOI6HQqGBgYGRkZF4PI5/OXXpql52mGZ0XfWLsS/eYgd8NBodHh7u7+83mUz3W9P8+IDjOKiY3OkdBQKBHTt2tLW1JfY7PDwMI2PGdxiBlTKpa/x6Ih6Pp6SkTDyECAaD90Rmrb+/v6ur61Y+SSAQGAwGPCZ1Ol1/fz/wn5DrWQYcx10u13WvQPwafOWucRy32Wz9/f2Dg4MTuarvK/h8vp6enju9FxzHLRbLO++8Az16CILEYrHBwUGw6uM7jGQy+Y7KzN85TBmHA/kytTsRACPp7rcaoii6cOHCW2xmIRAIQHEKBoM1NTVnzpxpb29HvnyGnTp1aiy/0u/3nzhxwu/3NzY2JswlhmF6vb6np+f48eMjIyORSKS1tTUcDn/lrnfv3v3yyy/39/efO3fuzTffTDw+py5QFC0uLr4LZTgURYVCYYLngeM49CcPDg5Cj+LtwmQybd++/e47x9diZGQEvN57vZDrY1Ia3eF83YRbfeeQm5t7i4QtDMOAtozjeGtr65kzZ+rq6qC3HDpLR0ZGxn6+pqbGbrd3d3dD/AAver3e/v7+8+fPnz9/Ph6Pa7VavV7/lY89q9X6ve997/z5852dnZ9++ukHH3xwK/bkPgeLxZoUHY6vBJFIlEgkCVIzhmGBQADDsJ6enq8cSHRd9PX1ffLJJ1PR55syJRUmk1lQUDAp27n7td7byviNjo6qVCqgFIF7FA6HwRqC2Gg4HCYQCFQqNRwOx2KxBx54AMdx6AeJRCIwl9zlcvn9/lAoBAnnY8eOicXipKSkm6/E5/OtWrVq+fLlg4ODra2tU0WS9Sb4yqdRLBYbGBgQiURMJhPS2uNLz9Lp9JUrVyb+SyAQcnNzE3/fyhYgux4Oh4EuKhKJbtSPgGGY1+slEolMJvMusEpTU1Pv9C4mAiqVenNa9C0CppJOfDu3hds6fcFg0OVyJUaNWCwWPp8fDodhAqLX60UQxOv1sliseDzu9/urqqpgSiqCIGBGKBRKMBh0u91er5dOp4fDYZjOKpfLb36bgEzfQw89RCQSa2pqIAs7sZ9+7/GVxsHn8+n1eoVCQaVSE9Ptx7EXoVC4Zs2axCsUCiU/Px/U0G9xgziOh8NhUBij0WhKpRLEFa/9ZDwe93q9ZDL5drtm7g6mzEXj8Xiam5sn6HPgOD46OpqcnDxZq7oTAK8CQRA6nf7d734Xphp+8sknINK3YsWKlpYWKpVaUVFx7ty5ixcvrlq1yuFwNDQ0rFy5EsKXTZs2JSp8Lpdr7969NputqalJKpX6/X64ysPhMJfLBR54glyiVqudTieO42q1WqlUfr35uQCbzfarX/1q5syZKIomJSUlGl/FYrFAIEgk6qEbEKTnrq3r4ThuNBpZLNa1RRCv18vlcplMZjQatVgsGIZRqVQYVnntRg4dOqTT6UgkUkVFhVqtPnXq1MaNGyEhN/ZcmEymf/7znxqNZvPmzZNu99lsdlFR0ZUrV+6caNXkIhgMXrp0acaMGRPcjslkUqlUk7KkOwSYaYAgCIFAWLJkyaJFi1AU/fzzz0dGRqhUallZGZVK3b9//6ZNm0wm0969ewUCwaJFi/bs2ZOamjpv3rw9e/YsXrw4MzMTUq04jp88ebK7uxtBkDlz5jCZTJiBFwwG6XQ6uCahUAjIm6D34/P5JBLJwoULr20S+Vri4sWLb7/9dmVlZSwWS0pKgsQzkUiUSqUCgSDRrw7xHnTkXmszMQwbGRlRKBRX2Q0cx0HXBOQG7HY7juMsFuu6LKJIJPLpp5/abDYKhbJ06VIKhdLc3LxmzRoYoD32XAwMDOzcubOwsHD9+vWTfDgmA1NGh8NgMJw4ceLxxx+fiNcGfiKVSr0PXT8AVF7h8h37YiKhDWI7yJdz2xEEIRAIGIYBSx+KgmMFE+G78G44HN6zZ49Op3M4HD6fLy8vz+12a7VaKpUai8WgyZ7FYkHzCMhOJNbAYrHYbLbD4QCtocTrBAIhOTmZwWB4PJ6xDXJQaeZwOBQKxev1Ju4iaIJlsViJ2xV6+uF2hWWjKArds8hNQ8AbvXVbJ9fn8+l0uoyMDBA6tNvtcFTNZvPo6CgcbRRFLRaL3W4Xi8V6vR5BkB/96EcsFsvj8VitVi6Xy+Px/vd//3fZsmU5OTlX7T0YDIKeoNlsfvnll0tLSzUazZw5czAMs9lsEokEPg+Db/x+f1NT08yZMykUCggJkEgko9H4zjvvLFy4cNasWXDQYI7GvHnz1Gr1bbXOfuUnCQRCV1dXZmZmTU1NdXU1vHi7mduv3MvkpoKdTufu3bufffbZCVqGSCQybh36u4NIJOLz+fh8/ti7OzGfHXrIEyxIGOCOomhC1i8Wi0HL6NjvgmEhk8mXLl2qra11Op02m00qlYrF4qGhIbfbzWAwoDGVRCKJxWIajRYKhcYOcEZRNCUlxWQy8fl8iUSSeOLiOM7lcuVy+VXkmMRIF7FYDIkWeBLDHUGn0xN1SVg2BOuJ3RGJRDB0NzlT4zAa14Ver0dRVCqVxuPxUCgEzYPgQDidzoRxGBoaAsvZ39+fkZHxxBNPEIlEm83m8XikUimBQHj55Zd/9KMfXaUMhuN4MBik0WgEAqG9vf3tt9+eO3duZmZmUVEReJaJ9r1IJIJhmNvt7ujoKCsrI5FIZDIZx3ESidTX1/fRRx+tXbs2Pz8fjjzoOFdXV6tUqusqNE4Kvv46HDiOC4XCCR4+FEXvf3Ugo9HY09MDFyLcnD6fj0qlUqlUo9EolUrh3gNrAspXiclMcCGCcQHTE4/HmUymRCIBn6OioqK0tBSsDIFAAKUdBoMRiUQgoiUSiZBfSeiKJgB+DHCdCAQCxNYQBkFfeILcCqWcQCBgsVhIJFIoFLJYLLCRYDAIUT58PRaLmUymUChEo9GYTCa0G/j9frVa7fP5bnTDOBwOKpUKEu/wYHY4HDweLx6Pczicq6QDmUxmcXHxjTIBUIEiEAjnz59vb29HUTQ1NZVEImVnZ8+aNSscDr///vtisbiioqK5uTkUCmVlZWVlZUGsY7VaL1y4kJ2dXVBQkJSURKFQ4CxYLBadTldUVEShUBLXG51Oz8nJyc/Pp9FoDQ0NsVhs9+7dxcXFqampHo8HGjvFYnFTU9OJEyfodDqLxZJIJBs2bJDJZJs3bz558uS5c+d4PF5qaiqc4tdeey0/P3/Tpk3gIE4KOBwOiGPOnDlzsrZ5pwGWYYIbmYgowl1DKBQ6depUoo4GsYTH45HJZKOjo6CGlzALYD3ADsANC/cvjuPRaJRIJEJKPzk5GbJ3PB5v9erViemPEFRQKBQikRgMBsHhgJFvib2PXRs4AQn3BXYEjT9gryAWj0QiQJQxGo0w5CWRXsVx3Ov1jr1l3G43dCZC5APFIBKJlJqaarfbr3u+4vG41WqVy+UMBiMUCtHp9EAg4PP5RCJRMBiEmzTxYRzHlUqlWq2+0WMlHo+zWKxYLHbw4EGLxUKj0ZKTk2k0WnFxMZfLtVgs27dvLysrq6qqunz5MoVCKS0tnTVrFjz4+/v7tVrtjBkz5HK5Wq3GvsTAwEAsFsvKyiISiQk5Mi6XW1BQkJOTg2FYY2OjXq8/ceLE3LlzxWKx3W7v6+uj0+kMBqO1tfXEiRMsFotKparV6jVr1qSlpW3YsOH06dPHjh0TCoVKpTIWi0UikT//+c+lpaUbN26834jnUybDMTQ0dPny5Y0bN961Pd4T4Dje0tJSX18vkUioVGokEoFsgVQqpVKpVqs1HA5LJBIMw0Duk0qler1eh8MB7oJIJIrH41wu12q1hkIhBoMBlV0ajWaxWGKxmFKpBI6Yz+ej0Wgg3Ak3+dDQUCgUuglvjsfjMZlMh8MRCATYbHYwGIzH4zDVRaFQFBQUmM1mGEQZCATUajWVSoVZiFwuV6FQwEYsFovX6yWRSCkpKcA1GbuLWCwGau5gpCCYuzZLGYlEICUAWumQmSCTyZAZgs9DPAcPkq8sDwHtH/LVYP7kcjncq1euXHn33XfhWKWlpcnlclibRCLJzs6+fPny2bNnt2zZolAo9uzZY7fbk5OT8/PzDx486PP5li5dqtFoWCwWKCEeOnToypUrRCJxwYIFs2bNikQier3e6/UqlcqEk5SwfX6/f8eOHQwG44EHHpBKpTiO+/1+OK3Dw8McDqegoAASIbcelN+Kv/63v/3toYceeuONN37729/CK7crrbF8+fKbf2ByMxwWi+XQoUNbt269b9OWkwWXy/Xhhx9CyEEgECAwoNFoCoUCZK+YTCawK+BeCIfDDofD6/ViGAYuLIVCicViZrOZzWbDAEUI03U6nVKpjMfjdrs9FotFo1EejxcOhzEM43K5DofDbrffZPIRVBmi0ajNZkNRNGF2jEZjJBIpKiri8XharZZGo7ndbiaTqVQqgZ0GlRooXMbjceAmS6VSqPYGAoHEOQUFJplMRiKRwO4xGIxrowgcxyHaAaccsoZer5fJZMIxAU8ooeckEAiuW98ci2g0Ojg4GIlEwBaRSCSlUgnx1aeffnr+/HnYTlpaWiJhmZmZKRQKT548OTQ09OSTT5LJ5LfffpvP54vFYqVSuXfvXg6Hs2jRIoVCAdqskUhk9+7d3d3dfD5/yZIl2dnZgUBgdHQ0FAqlpqayWKxEVhv50jPbtm1bZmbmihUreDwevJIwDmKxOC8vDyTn71DGbtwZjinjcIyOjtbX1z/44IN3bY/3CglzPFkG9Ob2PfFuIj9xi9u8il+deMBDahT00RP3ydgkMARJsVjMaDQmIiqAx+OBD1utViKRyOPxbkTsisfjPT09EHJBXEWhUCKRiEKhYDKZ4XB4ZGSEyWQm7rd4PC4QCB577LGrBEMxDGtra4vH4zweb8+ePfF4XCaTlZaW8vl8gUBAp9Mh7QypnUSpFUEQFoslk8ngh0MmJjGlQqVS4Tiu1WpramocDodYLF61ahWPx/N4PL29vRqNRiAQ3MrJjUaj58+f7+joePrppycl/r5PHsmT63A4HI5Dhw499thj98mvu3O4V5YBciS3ftYSCdfEdhKDvgOBgNPpHJs9HftEhL0QCASn03mV6hLIh0P47vP5IOK/0bA9j8czMDAABgGsDbgpMpkMNNqtVuvY0D8SiZSUlFzL0Q4Gg21tbTB398yZM0QiUa1Wl5SUMBgMoVBIJpMT4VksFvN6vW63G/4rEonAD0jo0Xm93vb29oyMDJFIFI1Gu7u7L1265PF4VCrVypUrIZgcGhrKz8+/RbJnOBw+fvy40+ncsmXL3Sfbff0dDoPBcO7cuVWrVkHacOxzK3Fdgq5tLBaDjOLYt6AEkCAGA60BGUMXgE8mUo6Jt8auIfF0TBQU4PaAr1z1VgKJixKenWN9VUCCinHVT8a/1KW5lsw89q1rv5X4+ybv3ofW+XafQ1d9HsOwRAtPNBoNBAJjK8dA8E5NTb2WunX8+HGDwbB06VJI8HR0dASDQZ/PNzIy8tRTT6WlpU3k51zrct3uRiAMnZTzdZ+c9EnncBw8ePDBBx+E5FbCMiTucQRBiEQixLsIgkCdMfEW3OaJRx2UIeAtSCQkNoggSOKKuuoqSpiahNFIfOVGb8EKE2/BMwP/vxPLbmQZxr517TlNbPO2bv/72TIgEzYOsVgMirzQ+gdZkMS7wWCQx+MpFIqrfrvf79+/fz+NRquqqvJ4PIFAAAj7w8PDGIZ95zvfGXfBYuLGAb47icbhtvD1dzjMZvN3vvOdlJSUzZs3z5w588iRIz09PUlJSY2NjRKJJBqNOhyOFStWzJ8//6233nI4HDNnzjx37hyclVgslpqa+uyzz3700Ucoispksvb29kgk4nK5eDzeI488IpfLDx48GAwG5XI5iUQaGRnp6uri8XiPPvqoSCQ6cOAAhUIxGo29vb0ikcjhcKSmpm7evDkYDB48eDA7O9tsNjc1NWEYNjo6mpub++Mf/zgWix04cEAgEBCJRK1WCyQMhUKxcuXKkydPNjc3Q1tULBarrq4+ffo0hmFLliyhUCjHjh2jUCgWi6WoqMhms505c2bhwoUVFRXhcPjy5ctgCrOysiQSyTvvvFNRUQHbqa+vh/xETk6OSqXq6ekxm82lpaXRaPTSpUvgRYnF4qKiIofD0d/fn5uby2KxmpqaYNaASqXKycnxer3QUkGn07VaLZgtBoMhEAioVGogEEAQhEajdXZ2QumRy+WKRCLIYcLwArPZDOE+n88Hdgjc2AwGw+12+/3+WCwmkUigZQNufgKBANlX6AFBURQagJlMZiwWC4VC0WiUwWAwGAxIsV4lsw2tofBWghQCb5HJZBqNFggEyGTyONIDGIaNLTB/PTA+w/TBBx+IRKILFy7893//96QsY3IdDo/H8/zzzwsEggceeGDBggXnz5+vra1NT09vbGwEbrLFYpk7d+7KlSuPHj167ty5RYsWNTU1eTwecC/YbPYPf/jDhoaGtra2/Px8GKAaDAZRFN2yZYtKpero6Lh48WJeXh6Kog6Ho6WlJR6Pb9myJSMjo7a21m63+/1+yGy5XC4qlfr0008LhcKdO3empqbGYrHz58+DqQmHw6+88opUKj148CBk5v1+/8jICJFIZLFYmzZtMpvNH3/8cXZ2NoPB8Pl8JSUlTqfz8uXLq1atksvl9fX1TqcT6hplZWXvv/++SCR65JFH6HR6S0uL3W5HUZTD4ZSVlR09etThcKxatYrD4bS0tAB9isPhVFRUgLRPUVGRWCxuaWmx2WxUKjUej5eXl7NYrAsXLkD6zev1Xr58GcdxCoUye/ZsMpk8OjrK5/Ohh8VkMkHCQCAQcDgcyPwxGAy73W6324H2oVAoIAEQDofpdLrH4/F4PLFYjMPhwBhqiA3Ab3M4HJFIhEQiQd8+1HqYTGYgEIAucSqVCrlGGGQNEx8hxuNwOCQSCVgmsMfE1QV9zsB4TZSn4S2IWgOBAJPJHEd6IB6Ph8NhoNlN2nU8pfD1J40KhcLvfve7LS0tnZ2dhYWFJBJJrVZzOJySkpJNmzaFw+E///nPo6OjOI4XFhb29vZ6vd7Zs2dD51hdXR24ogqFIhKJSKXSjIyMpKSkeDx+6NCh+vr61atXZ2Zmgvq4QCCYPXu2y+U6ePBgV1fXvHnzMjMzDQaDTCZbuXKlWCw2Go2dnZ1+v5/H44F1kEgk3/3udyORyMGDB7Vard/vh/4ocKVnzpyZkZEBid9oNAoFNp/P53K5NBoNh8PJzc197bXX+Hx+eXk5MCXhyT137tzk5ORt27YBXevEiRMikUgsFkNXSElJybZt2x5//PHMzMympiaBQOB2u+VyOYIgNBrt888/hzGt7e3tdDodx/HU1NT8/HwgQI2MjKxevbq3txd0A3U6nUqlMplM77//fnZ29qpVq86cOeNyucBQPvroo2Kx+Ne//vXixYuXL1/e0NAAXIfi4uIFCxbodLqXX35569atQ0ND7e3tUqkU6gvPPPNMXV3diRMn8vLyli1b9tprr4nF4tHR0SVLlsBT4e233/7hD38YiUTq6uqkUimTyVyyZAmDwXj99dd9Pt93v/tdm83W2toaiUQyMjLmzJljMBh+97vfLVy4MBAI2O12KGcQicSHHnrIbDa/+eabc+bMqa+vJxAIGo0GbNZTTz1VU1OTmpqakMS4dYBdm+yreEpi48aNFArF4XDc64VcH0wm8/nnn29vb+/o6JgzZ048Hs/MzBSJRGq1+sknn8Qw7O2339bpdPF4PD093Ww2+3y+jIyMZcuWUSiUrq4uq9UKLnJycrJIJEpJSVEqlTiO19fX19fXQ+fFjBkzgAMxZ86cpUuXHj58uKurKzU1FWpnBALhW9/6Vnp6usvl6ujocDgcUqm0qKgoFAqxWKz169enpKR88cUXZ8+eNZlMQMbyeDzg6zz33HNAH3Y6nTQarbS01OVy2e32aDQqlUplMtnu3buPHTu2adOmUCjk9XqdTieDwUhKSnr++effeOONffv2VVVV7du3j8lkJiUlgeRGWVnZL3/5S5/P9+CDD7a3t/v9fqgnlpeXUyiUoaGhgYGB6urqvXv3wmx0EomUmZnJYrEGBgbOnTu3bt06FEWbm5sxDDObzbm5uRiGXbhwob29/fHHH/d6vbW1tQiC6HS6mTNnrl+/ft++fVeuXHnxxReNRuOpU6eAYLF582Yej/f+++8bDIZHH31027ZtycnJkHguKyvLy8t76623QqHQhg0bTCYTsKFHR0f/8z//k0KhvPLKKyQS6d///d8/+ugjGo1Go9E0Gk15ebnZbP75z3++evXqVatWnTt3zmazIQiyaNEimUx27Nix06dPb9q06cSJEyqVCqhpOTk5ZWVldXV1DQ0N5eXln332WU5ODp/PHxkZmT9/fkZGRl1d3bx588bBOCYSidPGYXyYMhkOj8ezb98+eMyvXLlyZGTkjTfeEIvFEDFHIhG/38/hcB555JGGhoaDBw+qVCqQckIQxOv10mi0Rx99tKOjY9++fTKZLFHIV6lUXC43KyvLbrd//PHHbDYbONKQys7NzS0oKDh48ODQ0BCTyYShgpD2nDVrFpfL3b59u91uT0tLg+svGo2mpqbOmDGDQCAcOnQIAnFwq+VyuUgkAgt18eLFrq4uuNAJBAKPx0tKShKLxTKZ7Pjx4wnLnpyczOVynU5nUVERh8P54osvErI/4DNZrdasrCwmk3n8+HGj0QgZ4JycnMSwZoFA0Nvbq9PpUBRVKBRcLhe4VBqNhs1m9/X1NTQ0MBiMtLQ06PXw+/18Pl+tVnd0dLS2trJYLI1GQyaTQ6FQMBhUqVQKhaKpqam9vZ1Go2VnZ5NIJGCS5+TkiMXiS5cu6fV6Ho8HBAi/38/lciG188UXXzidTpjpKhKJwuEw+EAcDufs2bOQaOHz+SkpKWazWSgUQoJn7969QFCHY65SqZRKpVQqPXPmzIULF4B2CnFqKBQCHtbly5dramqEQiGNRuPxeGw2e9WqVfd/A8LdwfgyHAMDAxqN5sSJE0uWLJmUZUxuhiMYDB44cMBut7NYrBUrVvh8vr/+9a90Oj0pKYnL5QaDQYh6H330UZ1O98EHH0ilUg6HA7d5KBQKhUKPP/640+ncuXMnnU5P9CJKJBKJRJKamkomk99//30CgZDoEo9Go8nJyZWVlRcuXGhoaGCxWEA2QhAkHo9nZWXl5+d/+umnbW1tKSkp0EME/VNlZWVJSUlHjx612+1Q2UFRlM1mK5XKpKQkYHYfOHAAuIfQEapWqxkMRk5OTltbW2trK1ztkP/3eDzJyclqtbqtra2trQ3eotPp+fn50WiUzWanpqb29PQ0NDTAXS+VSpVKZSgU4nK5oVCITCZfvnwZOOYCgYDP57tcruTk5OTk5EgkcuTIEb/fDwJTsP5gMAgjl48fPx4MBtVqNZfLJRAIbrebSqXm5OTEYrGjR48GAoGUlBSpVBoOh71ebyQSqaiocLlctbW1OI4LhUKI9GCCvFQq9fl8p06dQhCEzWaD1oXP5+PxeCqVyul01tTUQIlcpVKxWCyj0VhQUJCSklJTU9Pe3g5nJBwOCwQCjUYDNRHQq0hJSYFSBfTQKRSKkpKSjz/+2GKxQIhIJpMzMzPLy8u/sVmKieDrn+HAcfz8+fMZGRl9fX0ajebTTz+Vy+X9/f1ms5lEIsXjcaVSabPZTCZTR0dHeXl5XV1d4ruQCayqqmpqasrMzLx06VLirdHRUYfDsXXr1jNnzkSj0aVLl7733ntOp5NKpWZlZV2+fFmpVI6OjrJYLLvd3t/fjyAIh8Nhs9n9/f1JSUkVFRWHDh3q6uoCG0okEpOTk4eGhsLhsMFggHb2w4cPIwiComhhYWFTU1Nvb+9DDz2k0+ncbnd3dzdUFqhUam5uLtAIQN4/Eon09PSgKArVHOixBHWprq4uLpd7/PhxNps9MjKiVqvr6uqgHjQ8PNzd3V1aWjp37twvvvjiwoULW7ZsEQqFLpfrs88+A6o2rH/Dhg1arVatVn/xxRcnTpxgMpl8Pp9KpeI4vnXr1pGREYvFEggEGhsbyWRyIBCYPXu2TqdbvHjx6OioXq/ncDhXrlwRCoUGg4HJZMbj8eLiYnAyrly5EolEoKSiVCoNBsO6devS0tIuXLjQ2dkJNHUSicTj8aRSaXFx8dDQEJFIDIVCjY2NFArFarXOnTuXQqGwWKzU1NTa2tpoNArtsjAyY9WqVV1dXQwGAxTfkS+1/BoaGthsttls5nA4VqsVMqjgNU5wNv04MInP1HteU//www9/+ctfVlZWikQiCCvvN1y8eFEsFo+MjKSkpJw5c0YoFA4PD9vtdhqNFg6HlUql1+s1mUx1dXXz588/duwY8uUJolAo4XC4r6+vu7s7Pz//9OnTCXVwsVjsdrvXrFljs9lGR0efeeaZzz//vL+/n0AgZGdnNzU1FRUVdXd3i0QioPthGEahUBQKRWNjI3RCjo6OjoyMDA8Pw+6qqqp6enpIJNKlS5eSk5OLiop27doFdDGxWJyfn9/S0lJQUJCdnW232xsbG6ELjM1m0+n0H/7whz09PaFQCEwQmUyGBAncrf39/VCeaGxspNPp0AkFIoGHDh0yGo0SicRkMtFoNFAL1el0Bw8eTEpKWrRoUWdn54ULF8Ch53A4OI5v2LDBaDTm5+cfOHDg4sWLEM0LhUKHwwFaPpD50Ov18Xjc7XbLZDIIjQwGg9/v93g8PT090CgHkU9+fr5Wq501a9aBAwe6urrIZDLIZTKZTEjxFhQUnDx5sqamBvpoWCxWNBrduHFjc3NzIBAQiUQgqe5yuWQy2fDw8FNPPQUhRG9vr9PpDAQC0EEGkSSDwXA6nVarFc4jgUAQiUQNDQ2RSITH4+l0ukAgYDQacRzv6+srLCy8rbG0k4Kvk3G4XUyZDIfL5XrrrbfWrl2r1WqVSqXT6eTz+ZFIBAIFBEFoNJrL5eJwOH19fVlZWVQqFRolDh48uHjxYgKBQCaTHQ6HQqEAlxn5kj7m9Xo5HA5kAmk0WiQSAeYBmUx2uVxQapVKpUBQRRCESCQCdwy2CepMJBLJZrP5/X7wsuPxOI1Gg5QD5DlxHA+Hwz6fTygUMhgMoFyAiAX4Q6B8FQqFAoHAO++88+1vfxta50Fzhkwmg04D+OxerzcWi0E1FEEQt9stFApB8RpiJiKR2NjYGI/HVSoVcFyAREmlUolEol6vT09P7+/vT09Ph5Efo6OjQqGQxWKZzWaFQtHa2pqZmYnjOCQwJBKJWCw2mUwsFquvr6+goAB0O2w2G4/HA0qHx+MxmUyzZs3y+XzQwMlmsxUKhcViEQqF0I8XDoeByWG1WjMzM2E9fr8foiifzzcwMJCRkRGLxUBnDIRQiUSi3+/3+/0gUCaRSAYHBzUaTeI8QoO71WqF/kCBQGAymTgcDoZhfX19lZWVE5/5h+N4Y2OjxWJJSJFCmxwwXaAQDvVmOOPAP4VeZQKBAHohV42fuKquPBbACGYwGDKZDJ5kwWAwwXwcy96/irkCzycw5deGbuMzT1Qq9ejRo9XV1SdPnty4caPT6RzHRsZicjMcgUDgH//4x9KlS61Wq0Qi8fv9bDY70ViEIAjwBOl0+vDwcGpqKrABUBQ9evTojBkzgATgdDqh9xhYovAvyF4BGSjRZAFjaSFd53Q6k5KSgJGAfMnuhAWAcAWcsmAwqNVqgX1MIpEikQjkBhKNptFo1O12w60EvFewA3DXR6NRmUwGQuZvvPFGVVVVSkoKjuM0Gs1oNAJnCwofoGjucDggi8DlcnU6HeRLgOVApVI5HM7AwIDNZiOTycXFxWDuoJsd/HWhUGgymZRKJcRCdrs9EAgolUqLxSKVSnt7e4FpgaKowWAgEAjp6el2u10ikdTV1RUXF6MoGo1GPR4PJEhcLpdCoTh8+PDChQuBtWY2m8PhMPwEMpkciUQkEgn0pLhcrkAgAC3iSUlJOp1OKpWCeXS5XDabDbwxkKKB3BVkN0GGB04EjuM8Hg9OMYIgcAA9Ho9QKAwEAnQ63Wg0gnIJgUDIz8+feIYjFotBJibRdgsPJlgDNMvA31BnB0sYDofh58diMXB8x27zWnORABgHNpsN6kqQgb6ucYDHU4LxxuVyKRQKl8tNTU2doKfy9SeNejyeH/3oRxqNBpL//f39MBOLyWSCcgM0RqMo2t7eDip7sVhMLpcbjUboVERRtLW1FQRhCASCWCzm8XgymQySsU6nMzGGAByO1NRU2EV3dzdUZ8AQUCgUuVzOYrEsFktfX59IJALLAsowEokkOTnZ6XT6fD6IGxIFP+gIh0oKRCc2mw2mIZjNZhRFMzIy/H6/XC7//PPPKysrqVSqyWQyGo0+n2/hwoVApQTOPCiEgs+ekZEBhygej5tMpuTkZKj1ms1mKO7Au/BHKBTq6uqyWCxz5syBAUJsNpvJZIJP09bWNjo6OmPGjIRDBncCGCyn01lWVgZpUpBIR76sPWVkZOA47vV6bTYbMGQhiwv5jJkzZ165cgVMcKKDQK/XZ2Vl5eTkAK0VRVHwJ7q6upxO5/PPP+92u4eGhsABwnHc5/N1dHRkZWXNmTPn8uXLbrcbziwcWIvFUlFRsWLFiv379/f19bW3t4MqIpVKfeutt25xbN5NgON4c3OzVqsFbSLg09Hp9GAwGA6H09PTEQQBc0mlUuHGTnQSotdIqAGAFnfdtyBgBSouxJSRSMThcIBE29juGwKBAB4e7BcuRYlEMnPmzMlyOA4cOMBkMhcsWICiKAwDu/nnKysrb/6BSS+p/OxnPxMIBJBgHxoaApeITqeDZaDRaGDu+/r6QAMG5F6sViuTyVSr1SQSaXBwECjJGIYBFzI1NRWUpOPxuNlsBp8DvHalUgkPg+HhYeBEJ04TKCsgCNLY2MhkMqEx2+12RyIRkUgEpVt4UiIIAkkFONejo6MSiSQSiQiFwoQxodFoZrPZYrGUlpYGAgGxWNzT0xMMBmfOnGkymWB8a2VlJYT1CQers7MTQRCfzzdz5kzwk1AUNZlMUN/U6/UulyspKSmhF5foktBqtZ2dndnZ2bAqEokkFAphmw6Ho76+PjMzE8rKCILAFQ5OTEtLy4IFCyByg5moie4eEolUUFAwMjKCoqhOp0MQJNH6p9Ppli5dCtMY4DiDY00mk5uamv7t3/6tu7vbbDZD3AUsoq6uLolE8tRTT9XV1fl8PpvNlp6e7nA43G53X1/fww8/DBO2rVYrNJ7ATqlU6rJly9Rq9Y4dO4D2m5eXFwwGy8rKXnrppataEceBWCxWW1vrcrlA3AiMA41GA4pramoqKIeGw2Emk8lgMBLG4UaWAUEQFot13aGP4M2AWDZEMkCzBUsLvmPiw3DtgQAam82GAFihUBQVFU3Qzfr6Oxx2u/1Xv/rVihUrlixZArTkhG9+7tw5j8cDTG+QguZwOKFQSKvVtrW1+f3+1NTUpUuXEolE0KeLx+M1NTWdnZ1cLresrKykpARFUbDjFAqlp6fn4sWLBAJh3rx5aWlpOI67XC6oGpw8ebKzs1MkEj388MNAHHE4HCwWKxwOHz58GEa9rFy5EgwHNF/E4/GjR49iGMZkMvPz87OysoB6Da7ogQMHQAFi3rx5TCYTvFEohYbDYdAYLisrS0lJicVi8BsxDDt37pxWqwWiAzj7YL/gUMCzp6CgQKVSwdbg4j516hQE6ElJSTNnzoS+HkiT9Pf3X7x4UaVSiUQiqVSaUCEEF21oaIhOp8+YMYNIJHK5XGjtQVG0t7e3t7eXRCJpNBpwmxJtflAYikajIMkH0T+CIEwmM2FE1Gq1SCQCI06hUHw+X2NjI/hzVVVVXC7X5/NBBFBSUqLT6Q4fPqxWq3Nzc+HGBk/Obrf39PS4XK78/PzCwkIQAAZ3s66ubmRkJBaLffDBB5MyyhmcntOnTxOJxH/84x9r165ta2vLzc2tr68vLy/funXrVUyRcccQCTdl7H8RBOnu7v7Xv/5FJpO3bt3KZrMtFgu0Tlx3I9d9fdytubf1+a/cy+Q6HD6f76WXXpo1a9batWvBPw6FQnCL1dXVud3uWCz2rW99i0ajQViP47jRaGxsbPR6vTAhD7qowEVub28/ffo0qNNWVlZCihFo4CaT6fjx4yiK5ubmlpWVoSgK9AUURZuamurr6xEE2bhxo0KhgHwbJDKvXLly7NgxmUy2dOnSvLw80AaF26S5ubm/v5/P50ul0qqqKtDYhQf8lStXBgYGGAxGUVER5PzAYrS3t3d1dcHdlJeXN2vWLARBgElKJBKHhobq6uqADFFRUQFBNqho9Pf3A+mBw+FUVVXB67AvvV5/5swZOp3O4/GKi4slEgm03oCm+KeffgpNZzk5OeBAgHEIh8NffPEFiURKTk4Gh5tMJkejUVDBOX36NCSACwoKotEoZPIgGTwwMABRRGpqKiT5IpEIzEYYGRkxmUwymUypVPL5/ESmua+vD2i/SUlJ8JPBO2Sz2Tk5OQcPHhweHp49ezadTne73dAYz2Awzp8/j+O4xWJZtmyZUCiMRCIg8xMKhY4dO+ZwOMrKyv6f/+f/mXiGA65ng8HQ0NAQCAQ+/fTTNWvWHYhw9QABAABJREFUdHZ2qtXq+vr6Rx55ZPny5WP3MpHswo2Mw6VLl3bv3s1isZ577jnIZ99kEO7ECzFff4fD7/e/9tprcAfOmzfv9OnTTU1NXV1dL7zwAtzGX3zxRUVFhUgkevfdd4GUVFhYOGPGDKfTeezYsVWrVrHZ7C+++AIaQGA4FhQmYJbb4OBgXV0djuNz5swRCoVAk0xJSUEQ5NNPPwWa2Lx58/x+v8vlgqZTo9H4+eefM5lMsVi8aNEiv98/PDxMIBAKCwuBM2E0GnNychYvXhyJRIaHhxOk0ZMnTxoMhng8vnbtWshzDA8Pl5aWMpnMN954A1JzGzduDAQCiQ3iOP63v/0tHA4nJyc/9NBDwWCwu7ubRqOBpN1bb70FhmzDhg1JSUmDg4Mul6uiooJEIr399tsmk4lMJn/rW98iEolms3lkZKSsrEypVG7fvr23tzcQCDz55JM8Hs/hcAwPDy9atIhAILzyyissFisSiWzevNnlchkMBg6Hk5+fL5FIfve734E46fPPP+/z+YaGhmQyWVZWVjgc3r17t1arDQaD3//+9/1+v8FgEIvFfD6fy+W++eab4N88++yzwWBwYGAAJtPGYrE//OEPEomEQCBs3LjR4XBotVo2m11eXt7b2/vBBx9gGPbkk0+mpqbCTDu5XB6LxQ4dOgSOxZIlS6RSqcPhuHz58uzZs/l8fk1NzeDgIJlMXrJkiVgsNhgMkPSelIswHo8DpTcajRqNRqDOBYNBvV4PudmE/4QgCJvNnqz9OhyOI0eONDU1bdmyRa1WOxyO119/3eFwPPbYY9CHdYvbGZ+huW6kdRN8pXs3uQ5HOBz+3//9XzqdrlQqV61a1djYePr06YGBgU2bNlVXV2MYBp1KGo1m//79Op2OxWIpFIqFCxcGg0EwGsnJydAWSyQS09PTS0pKoGqZmppKIBBsNtvRo0djsVhOTk5GRgbEElKplMViHTt2bHR0lMfjgbiqzWYzGo25ubkEAuHjjz+Gfs6VK1dCgsFiscycOZNIJB44cGBoaIhMJj/22GMIggBZqri4mEAgdHZ2Xr582e/3L1y4UCqVulwuvV7PYrGKioo+//zzixcv8ng8eGt0dNRqtWo0mvT09O3btwM75OGHHxYKhVqt1mKxqFSqgoKC06dPX758ORAI5OfnL1y40GazjYyMyOXyvLy8U6dOnThxIhKJJKQtBwcHiUTi0qVLu7q6Pvroo2AwmJGRsWrVqnA4DI5ReXn5kSNHjh07JpFI0tLSioqKdDqd1WoFcn1ra+v27dsZDMbSpUvz8/P1er3b7Z4xYwabze7o6Dh69KjJZKqsrJw5cyaoHjMYjMzMzI6Ojv3797tcrqqqKjCqQ0NDqamp5eXlZ8+ePXPmDNj8wsLC4eFhl8uVmZmp0Wh27tzZ0tIilUq/973vRSIRt9vN5XI5HA7IzhIIBDqdvmbNGgzDhoeHzWZzVVVVNBrdt29fNBrlcrkrVqyA8yWXyyeLBgHxJ5FIDIfDw8PDMNPVYDAEAgHokgNfB8ISKOJPyn6NRuOhQ4f6+/ufeOIJqEO9/fbbXq/3ueeeKy8vv0Mkj68/aZREIuXk5JBIJOj8Bo3YlJQUvV7f29vLYDBYLJZWqxUIBKWlpS0tLSiKGo3Gy5cvQz+F0WiEICAYDEql0lAo1NzcnJWVBTQOmLUjl8vdbjf0pisUCrPZ7PV6gS9tMBhisVhTUxOO4ywWC7YAwtIIgsRisStXrsjlcolEAv23KIomJyfL5XKFQuF2uwkEQlpamslkcjgc8ADGcRzGM6IoymQyMzIyQJlu1qxZOI7L5XJ4qEskEqj5cbncefPmgQ4mvJWfn+/z+SBRNnPmTJ/PJ5fLuVxuOBxWKBRqtRrSuVVVVWATQfQiJSUF1HxJJNL8+fPT0tK4XC6XyyWTyTKZTCQSQXDw4IMPwj1Mp9MhvQw8LxRFV69e7XA42Gy2z+cjEAi5ubnQ8kMmk2fMmJGWlgZRJtC4oCgDK3S5XFDaYDKZ2dnZUHekUCgLFiyIRCJyuTwSiUByGEEQyE4XFBSwWCwCgWC1WuEpBUUoNpsNY2VGR0dtNhuLxUpOToaCGiScUBQdHBzs6emBboWJX34w88XlcsGzTSaTVVZWDgwMhMPhY8eOabVaYNEmJyfDKAe9Xv/OO++Mox33WrhcrtHRUQaDAQeHz+eDzhWJRPr444+rq6snnhO+OSYlP3TnQCAQ8vLygNwTiUT4fD5YhkgksnfvXhqNlmAm5efnu1wuIpHocrmuXLkCfQpAUQKxOKictra2pqSkAHWRQqFADzaI55rN5vT0dBKJBGrZSqXS7XaTyeSOjg6IE8RiMcTrLBYLkgStra1isZjFYmVlZUHhQCwW0+l0gUAAVVeFQmEymYCaRqfTISwhEoler5dIJCZqH+np6WQyWaVS0Wi0eDwuEokgysdxvLS0VCwWi0QiyJKCUj60vKrVaii8wuAhJpMJ9xSKonl5eaFQCP1yeBCHw8nLy4MqXmpq6rJly2BmBzy8i4qKIFcKmU4ej8disVgsFkhoA+tFqVQ+8MAD0B0WDAbBRAMlUy6XV1RUoCgK+U6YwwwMJ+gfgco4iqJJSUlQ5MVxHDqN+Xy+TCaDea0WiwWe00VFRQiCJCUlJaYtgpmlUqlkMtnv96ekpLS0tABXBk4KSJu7XC42mw3JVIgnJwhgk7hcrubm5r1793K5XLVaPXv27Lq6ulgs9pe//EUkElksFiDtgn4JjuMffvjhdafC3i4sFgvkrQEcDufcuXNbt271eDwHDx5MDHa5fzBlHI5YLGaxWKBEp9FoBgcHHQ6HxWKBm9xoNMKzVqPRhEIhCG27urq6u7vBvsjlco1GI5FIoCHzzJkzCa4Gj8fLy8vT6XSxWCw3N/fs2bNdXV0qlUqn04lEoqqqKrgx9Hr9wMCAxWJxuVzp6ekLFy4EioBQKNTpdN3d3RiGBQKBRx55BCogDodDKBTW1NQgCALiGTBNQCAQxGIxAoHQ19d38eJFiIZlMhmBQGAymUCfNplMwAZwOByQJ5w1a1Z3d3c8Hh8YGACJG0iqz5kzJzc3d2hoyGg0mkymSCQCHs/8+fOhecfj8cDQo4GBARj3Go1Gly9fDrQVGDMGDg1wOfPy8srLyy0Wi16vl0gkra2tfD6/q6srKSkJMswjIyM6nY7H47W1tUGba2ZmZmpqaiAQsFqter0euBpUKtVgMMA8oaqqKiC0Q9WZQqGYTCbwtKAvzmQyAYslGAx6PB7gsqAo6vV6fT4fhUIZHh6G4Sn5+fkwhhvDsGAwWFtbG4/HjUZjWloan8+Hx3BxcbHdbj9//rzBYODz+cXFxRO//JxO51/+8pdvf/vb69atIxAIUqlULpdD6L9582Y+n28wGGbNmsXhcIaGhqRSKYVCEYvFkxLKj4yM/OEPf1i3bl12dnZnZycQoj/44AOhUPjkk08CLebab005+vq4AfULt9vd09OjVqv7+vo8Ho/BYICuS5vNBocoLS3N6XTK5fLR0VGj0Tg8PAwMPvCM2Ww2TNg6f/485BtgWkdWVhZ4AyUlJU1NTcFgcGRkBIYRbtmyxeFwkMlkq9VqMpmsVqvRaFSr1QUFBaWlpUBjQhDk/PnzJBLJarUuWbKkpKQESvvBYHB4eLiuro7P5+fn54MOd3d3t0AggO70PXv2gJ8Hpdjc3FyDwaDX62HoD5fLhRrQ4OCgRCIZGRnp6OiQSqW1tbXQAoaiKI1GW7t2rdFobGtrE4lEzc3NPB4vGo1mZ2eXlZUhCBIIBPx+P4ZhtbW1PB4PpqFmZGTIZDII1s1mMzzviUSiw+EgEAgbNmwAZpVMJoOh1uFweHBwcN68eTwez2w2Q7c/tM0zGAy5XF5SUgLMU5gMEg6HORwOqJvT6fTFixdDfAK5Uh6PF4lETCZTSkoKLANGL0E2FyYzj4yMgFCKVqvl8Xjnzp2DSVJQmAZPDhYJc2S8Xm9+fr7D4SguLk5KSpJKpf39/bW1tf39/atWrRq3jvBYdHV1ff755xs3btywYQOFQklOTmYymWlpaaFQ6Oc//7lUKr106ZLb7UZRdHR0VC6XM5nMxOUxQbS3t2/fvh20Xvr6+pKTkwkEwj//+U+ZTLZ161Zwbq791j00DlPG4fD5fJcvXwbfDViTM2bMQBDE6XSC3kN+fj48cbVa7cyZMzkcTsL5lUgkQEcaHBwsLS0FTgOwwIqKioAEEAqFkpKSVCpVeno6tBjA9g0GQzQaZbFY4CpyOByYR0qhUM6fP5+amgqBBaRA2Gx2OBx2uVxGo7G0tJTH40E4Ap7N3LlzLRaL2+2urKwkk8mdnZ2gk5ORkQHsnoGBAaFQGAwGLRYLGEqgoMrl8kuXLonFYgaDIRaLL168CIzx3NxcSNWIRCK5XE6hUJqbmyORSFZWFjztLl26RKPRHn744aamJvC4IQ0DiR+Hw1FeXt7Y2NjV1dXX18dmswsKCnw+X319vc/nKy0tlUgk27dvHxkZEQgEc+bMSU9Pv3TpEoiaoCja2dkJdFEYHAULlkqlbre7s7MzHA5nZGTMmzfvypUrCIKUlZV1dXXZ7Xa3200kEktKSgoLC51Op06nS09Pz83N7ezs7O3tDQaDc+fORRAkEokMDg5CvgeK7hwOR6FQZGRkGI1GnU6Xn58P1DadTldcXFxcXHzu3Dmz2dzR0bFu3ToQb4Xxs5Ny+YlEokcffXRkZAQ45/39/SdPngTfDkjyUEkBwjlIk23fvp3D4Wg0/3/Z0eVyQc4MZBig2Aw5WOgeAleMQCBwOBwQhGAwGDiOL1iwYP/+/RwOp7q6+tSpU8A8oNPpFosFNAzGAsfxzMxMpVI5KT/8/kc4HK6rq3vssceA9AMqvQUFBX6/H7J0mZmZ0G7W09Mzb948Go0G8ywQBAGGJoFAaG1tLS8vh64QGH1cUFAwODgYDodNJpNYLIahvna7HTjCEokExmtBbwuCIGw2Oy0tTalUoija1dUFAnRA44jH48nJyQKBwGg00ul0uVzOZrNDoZBAIIA+8OLiYgaD0dLSkpaWNmvWLAilnE5nRkYGi8XyeDxWq3V4eDgtLc3lcsEyBAJBVlYWiqIul0un0+Xm5srl8o6OjpGREYlEkpGR4Xa7zWbz8PBweXk5h8OBvlAGgwHaxD6f79y5c4888kg4HN61a5fVahUKhSUlJUaj0Ww2Nzc3V1ZWdnR02Gy2tra2aDRaUFAABKm9e/cuWbJEpVKdOXOmubmZy+Xm5OTMnTsXojg+n0+n04G2CV1mOp1uyZIlJ0+erKys7OvrC4fDTU1NRCJx06ZNo6OjPp8vPT09Pz9/z5494XAYHK8tW7bA/PfGxsbFixdjGHb06NGhoSGBQDB37lyoF4dCocLCwrKyspqaGh6Px+PxCgoKJBLJsWPHYKArhUJpaGig0WhFRUVKpbK7uxvSS1lZWZ2dnRiGQe/SpFyBhYWFbrd7dHSUSqUGg8HLly9bLBbotUlJSbHZbECXAXlZj8djsVi2bdsmk8nGJl8tFgv0o0GnIbTbgDGBVgYKhWI2m8lkMpfLBS8QCKqzZs3atWuXTCbjcrmnTp2CAZOgFq3Vaq9dbU5ODuhD3hNMGQ7H0NDQD3/4w5kzZzIYjO985zv79u2DowlcX0jdMxiMzZs3b9++Hc4Z8mWDQDwe12g0a9euPXz4sNvtdjgcaWlpMDwMnosrV648ffo0zOWCnDx0z5eVlaWnp3/66aeQMqFSqWC5UBR9+umne3t7e3p62Gw2cMogPxEMBp944gmLxXLp0iX8y6EJZDIZiOjz5s2jUqn9/f1AH0EQBKQC+vr6oJLa29uLoigoCoAXD8LMSqWyr6+P8OVcFb1e7/f7R0dHFy9enJGR0d3dDZk94JDr9Xq9Xg93GtDdgcGKYZherwdVnKqqqubmZigJQROE2Wx2OBwajWbOnDkdHR18Pt/pdILEKsQxmZmZRUVFHR0dyJc9L0AfGxgYkMvlRUVFQNCz2+0gEzQyMkImk/l8fkVFRWtrK4fDgRYPECnxer0zZ86EGBTHccjohEKhwcFBq9X6rW99C8fx4eHhkZGRjIwMeKiEQiG1Wr1kyZKjR48CIc5utwNfFeh7Dz/88PHjx8lkcnNzM9yTPp/v5z//+aS0xVqtVofDcerUKeB4QxN1OBw+c+ZMcnIydPdAQ03iW3Bljt3IWGo6PmbS91UssETjwI1iEfz/Dt24CgKBIDF+diwmHtlwOBwY4XvV6yDWmZqaunDhwu985zs338jkcjisVuuzzz5bVlYWj8dfeOGFs2fPtre3w0GGwwiB+He+8509e/YYDIaxlgHHcS6XCzI8VqvVbDarVCoSiQSBtUAgePTRR5ubmwcHBxEEASnrgYEBDMNSUlJWrFixc+dONptttVoJBAL0exMIhNWrV3O53GPHjnG5XJjgw2azXS6X1WpdsWKFXC7/4osvoCs+0X8B1cY5c+YAjQy4jaBXMTw8zOPxtmzZAvcdyN5ASREkZ4CfCPRPiFscDgekJzdu3NjX1+f3+0GHG6jZw8PDkUhk/fr1g4ODUPeBxQA1zeVyPfLII6Ojo4FAAC7dWCwGuUmPx/Poo48ajUYEQeCOczqdGo2mt7fX4/Fs3LgRJs4nbBS4NYODgw8++CCkQ2B4LHSoAUN22bJlIKsai8VgKoLdbgcF940bNw4MDIAOWCwWo9FoBoNBp9Px+fyHHnqov7/fZDJ5vV6NRqPX64Equ2DBAiqV2tzcDFoG0F3vcrmCwWB+fr5arQZZkUuXLuXl5Q0PD5eVlYGs6gSvQBhqYbFYzp8/X1lZCUQNFos1Ojra2tqqUCi0Wu2CBQtA5iTxrZsbh7Gvf6VxwL9s5L72K9dCJBJdNcByHPj6czioVGp+fv6SJUugZLhw4UJoi6ipqfF6vQQCoaioqKSkhEwmQ48DVPHr6uqg+QJKDKBbDEoyOI6DkuCMGTNAxp9KpfJ4vJGREZgYnpmZWVhYGIlEysrKWCzWzJkzDx06xOFwlErlzJkzxWIxXMpQIjl58qRGo1EqlbNnz+ZwOCBvDCXS/v5+GDM4b948tVoNzXh0Oj0ej3d1dQGf67HHHlMoFHa73WAwkEikI0eOsNlsGNNcXl6ek5PjcDh6e3uhA7uvrw9BEJhNDJ4ThGIymezChQuhUEgkEs2dO1cgEAwPD4NbBvMJwVBmZmaWlJQQiUSTyQTj40HmSywWz5kzB3J9Q0NDw8PDPp+vra0NQRDoXy0sLIxGo/39/dFolEgktrS0MJnMwsLCvLw8lUoFHw4Gg16vF0rakLxVKBQul2t4eBi65Ds7O71eb1paWnV1dW5url6vh7KX2WzWarUsFkutVj/44IMikWh0dBR+VzQabW5uxnF8/vz5BQUF0K0H4h+RSMRutyMIUllZWVBQACMYFAqFUqm8ePEi1HTGNqaPGyiKQlD7ySefALu2sLCQx+MZjcbPPvssLy/vyJEjb7/9tkaj+VrWMlAUff7553/wgx9kZmZ+5Ye/0uGYXAC7q6qqisFgYBhWUVEB/UpXrlzR6/XQVDJr1iwajTZz5kwQurBYLMePH5fJZHw+H55SCoWCx+PNnTu3o6PD6XTyeLz09HS4HSQSSTAYhLiiu7tboVCAc0AikSoqKqLR6Ny5c0+dOhUKhTQaTV5eXk5OjsvlAhKVUCg8ePAgMEwXL14slUrBj0EQBGoHPp9PJpPl5ubCgeXxePF4nMVi6fV6rVarUCiWLl0KWROj0UggEEACOD8/H0XRoqKisrIykNVxOp0EAsFgMIRCITabPWvWLGC82e32wcFBgUAQCoVGR0fpdHpmZmZmZqbdbh8YGIAeS2BqQ2W5pKSEx+MNDQ1B83MoFGptbaXT6QUFBenp6dArNzQ0FI1GrVZrZ2enRqPJysqqqqpiMplWq7Wvrw+ad0BQJycnZ9myZQwGo7OzE7KbVqu1v78fnIOqqiqJRNLR0QEMLbfbDX00hYWFy5cvZzKZ4OXE4/G2tjYwmFVVVWCuLRaLwWCAOktnZ2dycvKiRYuUSqXRaBQKhdBU2NjYCJOYVq1alZycPDw8LBQKk5OTk5KSampqgPJ182fzLYJAICQnJ/f09OzZswdqQ+Xl5UQiERRgWSxWS0vLZJVvpjqmjMMRi8W0Wm1ra2tVVRWKoocPHwYu4eLFi9ls9tDQUEtLi1AoBG1K8BbLy8sXLVrkdruhPRJF0fPnz1MolFAoVFpaiiAIMEmhK1qr1ba0tMjl8jlz5kCDFogJAiEUBjTMnz8/EAicP3+ey+XCLI9z584RCITi4uIlS5YMDw/39vaqVCrwZM+ePcvlctPT02fOnAmCg9FoNC0tjcfj1dTUgHxvQUEBVJSlUqlarQbbIZPJpFIpdKbAPCRIx1EoFLfbDUlCUAxzu90YhkERB6gMoAccDAY5HI5cLgfxKwgacnNzYZQubIROp9NotGg0yuFw1Gq1TqfTarUmk2nevHkwfpBEIgkEgnnz5kHmY3R0NCcnh8ViQS4HrC2GYRaLZcaMGRBP8/l8CH8FAoFWq7VaraAdAlQ1i8UyOjq6cOFCt9ut1+vFYjFwOBgMBigpQX8yCKJAhAQJ5Dlz5hQUFAwNDbndblCn6O3thT6RdevWwVwoEHVGEMRisTQ0NHi93rKyssLCQmC2TsoVCO3H3/ve92bPng1yF42NjWlpaQsWLGAymf/+7/+enp7+tfQ2EATZtm3b888/f69XcX1gGGY0GltbW2fPns1gMD755BNoWygpKSktLYXeeC6XW1xcDNJtoOq7aNGiQCAAk4HZbHZTU5PD4UBRNCsrKyMjY3R0FHRW4IKsq6vjcrmLFi1iMpkejwdmc5BIpLa2NvBOysrK/H5/c3Nzc3NzWloakUhsamqKRCJisXjJkiWQcUxMGgK/XCKRzJ49u6ury+/3X758OSsrC7pzgQUF24/H4319fZmZmdABDtoMMOUxEAjYbDaQyYJY2efz5eTk+P1+mNMUDAZxHAchzmAwqNFo4vE4yExBHg5cEJ1Ox+FwgAoK5U4ikSgUCqEhjs1mC4VCeLpnZ2cDjRRKzMA9h750lUoFFUwGgwEVK5lM5vF4EtOdoMIrFApTUlLEYrFOp4OMIJVKLS4uHhgYAHKSRCIBnodCoQAtdhKJZDKZMjIyoIHWaDSCowCqATQarbKy0u12g9oEzP2+cOECyAcsXrx4ZGQE4n4g29XX1wPTbvXq1eFwGOQcJ+si5HA4P/rRjyorK6GG3tbWtnHjxocffpjD4USj0bGl1W8ypozDIRAINm3aBDq1VCq1uroaBgvJZDI6nQ5EcdAInzdvns/nEwgEQqEQblqI2slk8rJly6A9hM1mEwiEkpISFosFV2RpaalGo+HxeCDvqFKpIJSHLq9AIAA7QhAEWi0gnwnpU3imZmdnQ5yB47hMJnvkkUdgvItSqZw1axboAUOatKCgIBAIQIG/vLwcdgTZ3crKynA4nJOTA+0eg4ODoJnDZDJTU1Phrs7MzIRJEKA7xGazi4uLwQrAW4m7CEawkslkYD+w2WwMwxoaGiABm5GRAaS5zMzMefPmeTyebdu2QfYiMzMTNDzy8/MhcOzs7IzFYkQiEYwLi8XKyMhIUKCj0WhPTw+VSiWRSDQaDQKvxsZGq9UKVH8qlSoWi1NSUrKysuBkQasOjUZLTk6ORqMKhSIrKwsK7cDS5XA4hYWFKIoCb7+8vBx4oxQKBZ4WCILAFBsCgQB1LhRF582bV1lZCZKvAoEAWlUn6yKkUCgYhjkcjl//+tfr1q3bu3fvX/7yl689W2L58uXgbUBFyW63P/fcc6FQ6P3334cPFBcXl5eXIwjy7rvv7t279y4vj8lkPvLII4FAAPqfoS0LRVGFQgG6q+3t7TDCtKKiwmQyCYVCGICMIAgQOOCy8Xg8cPuTyeS8vLyE4nVaWtq6detgIAB8GKTD6HT6/PnzbTabQCCAUqZCoXA4HD6fLxKJLF++HFwWHo+nVquj0SiIadJotHXr1jmdThg/CYkNUBiDIWoCgQBF0YyMjPz8/EAgcOXKFUiYz5492+12Jycnw/ikYDB44cIFSHlChz+0wsE17/V6odCTnZ0NZlCtVgNhBX4UUNR5PB6Xy5VIJCkpKcAHh8YZHo9XWlpKIBBkMllVVRWCIPv374cqrUgkys7Ohn6TtLQ0yGf09vYiCAIMcQqFolQqQd4QVj44OOjz+eA+lcvl1dXVMLTWYDDATBNwO5KTk6F6CxUxBEGkUil0riUnJwNX5uzZs7B+lUoFfVscDmflypVQ0sIwTCgUrlmzBuKBjIwMSIhCUpzJZD744INA2gUPZhIHQaMoCr7axYsXd+/eXV5e3tDQ8L//+793Xzf9PseUcThADQIGF5WVlbW0tOh0OiBjQlcni8WC6R7QDwm8MBDTZTAYLpdr4cKF0GkCYj7QFb1+/XpwfgOBQEtLCwQKUKGHezgrK6uxsRHYXvDoisViZDIZVMYdDgeMRwfuakZGhtls3rBhA5FI7Ovrg0JGUlKSTCYDeeBAIKBWq2Fk5cjISG1tLZfLBa106LY9e/YstKIdPnwY9HZQFB0aGhIKhSdOnICfef78eVgMmUyeP38+hUK5dOmSzWaD8WkgmEMmkxcsWMDlcmtqasLhMJ/Ph9ImiqIUCsXv91dXV58/fx7ci5qaGugLh34fiURy9OhREonk8/m6urpAWhjHcY1GM2vWrL1798KAA7lcDmEHTHPNz89/++23Q6EQhmFyuRz4dyB8VFJSsnv3bgaDwWQya2trQ6EQVH8XL17MZDL/9a9/sVislJSUI0eOCAQC6P1JTU2Flno+n08ikbq7u8HKs1isWbNmtba2wvD6S5cuQRNsPB7Py8tbunSpy+XSarWJvBHohUycwwHqyGw2u7CwUCKR/PKXvwyFQv/1X//FYrHA9bmjSFA9rnoR5nvBUwfSYHcixfLss88iCDI8PDxnzhwo4T/33HN+vz+R8yAQCO+8887WrVsrKiq++93vTvoCbg6fz6fT6aLRaHt7u0gk6u7u7uzshFCew+GAelVTUxMMRTp//jwIQgMYDMbQ0NDatWuBKQnXGDywV61aBSNYo9FoR0cHvIjjOBAy3G73okWL2tra+vr6gKEFjbUIggC9FNTnEqQKSCr4/X5gD4DARm1tLSQAOBxOUlKSWq12u93AUm9paYFOtEgkUltbO3/+/J6enq6uLoFAAGE6dLZ3d3dLJJIrV66MjIzweDywYFQqFVpvNBqNwWA4deoUj8dramoC8SuIGWD88hdffAFxFOhrAatRJBIZDIba2lo+nw8GivCl3HsgEOjt7a2trSWRSDC0FrImkAAeHh5+66238vPz4SCAvPeyZcs0Gk1jY+PBgweB6AN+G4IgBoMhJSWlv7//o48+UqvVoINpNpsZDIbJZFq2bFlnZ+cHH3wAUQfkTUkkUmtra3V1dXNz8+XLlysrK0dGRoBQQqPR1Go1HA2hUDg6OlpXVwdro1KpS5cuBaKV3++HIhGGYXPmzFm8ePEELz/8Sx16yG3DqQwGg5WVlZBNmfAF/hW4uXEAs3DnjMPtYsqQRltbW1999dWkpKSSkhKFQrFz587Zs2eDhv/AwIDJZJoxY4bf79fr9Xa7febMmWlpaVAHlUgka9euff/9981m8/z586PRqFarBaUE4P1BkQUkCLOzsy9evAjC5CwWa82aNY2NjefPn4e+1v7+fiaTuWbNmp6eno6ODiaT+R//8R+7du0aGhqyWq2gdUGhUJ577rnDhw9TqdQVK1ZotdoPPvgARdFvf/vbSqWyrq7O6XQSiUSPxwO2A3bq9Xo3bdp06tSpYDCIYVhXVxeGYU6ns7KykkAgLFy48OjRo6C8npWVtX//fqPRyOfzIVsA2uqZmZlWq3X//v2Dg4ObN29evXp1a2ur1+utrq4OhUIHDx48e/Ysk8kUCARlZWVGo3HWrFlQlfj888/pdPrg4OD8+fNhRmtpaWlbW5vD4cjLy9u/fz9IZVdWVrpcLpVKZTabrVbrwMAAdPmiKAr99zCNgsPhtLS07Nq1KyUlhUajLVmypLu7e+XKlX19fSCOvnfvXrvdzmQyly9fXlFR4fV6oW5CIBCOHj1KpVJXr15dWFgIGt69vb1CodDr9e7evTsUCj300EPQYoNhmEwmY7FYu3fvNhgMJSUlEonE4/EsW7asublZqVRiGPb666+jKFpSUvK9731v4lWV4eHhP//5zyCHD11RZrMZ5oxD/e52N3hdM3EjgKc4VrQYQRBgI0okEovFwuFw9Hq9RqMJh8NOp7OwsHDNmjXX/urxWRzo5fve9763bds2eAWKfQltbARBaDTa4OBgUlLSD3/4w7/+9a833+DkkkaHh4d/8YtfJCcnazSagoKCd999d+HChYODgyqVCgKMkpKSaDRqt9v7+vpKSkqKiopgKAGdTt+8efPBgwdHRkaSk5MLCgrq6+tTUlJcLhdMAIHJR1arlUqllpSUXLhwwe12u1wuKpVaWVmJougHH3zA4/FycnJ6e3spFEpFRQWPxztw4ACKoj/5yU/a2tqASMRms8Ej2bRpk9vtbmpqWrNmDYvFevPNN91ud3V19cqVK1tbW4eHh3EcB+J2XV0d5GxYLFZubq5AINizZ09GRkZzczNoBCsUiry8POi/AyceJsVD5RHqOJWVlQaDITMzMyUlZceOHe3t7Vwu99VXX9VqtdDBm5qa2tLS8u677wK1trCwMBAIFBUVARv66NGjFovF7/cHAoEXX3yxvr4eBqoNDQ1VV1cfP37cYDAwGIzFixeDppnBYPB4PF6v98yZMyDFIZVK09PTFy1a1N/fn5+fHwqF/vWvf8HlOn/+fIPBACyZvr4++IFDQ0Ogdw5CIBDp5eXlffHFF8PDw+np6atWrZLL5UQiMRQKNTU1lZSU1NTUnD59OikpadOmTaC8Mn/+fKBNNDQ0+P3+efPmhcNhtVqNIAiPxyMSia2trSdPniQSiU899dTcuXMn+BjGcby2tvbDDz/Mzc2FPgAKhQIpK6Dqj8843Pq34MmVmKYEAGEVuHrZbPbo6Gh6errP5/N4PGVlZUuWLJmWNv8K1NbW/uMf/wBlrdWrVwcCAR6Pd+HChczMzHA43NLSIhAIvF7v8uXLYdZ5U1PT4sWLQ6HQ+fPn5XJ5Z2fnjBkzQIimtra2uLg4EAiAEm1vb+8DDzyQlpYWiUTOnTu3YMGCoaEh0IcxGAygXuVyuUBr69SpU1qttq+vb9WqVVwud8GCBQcPHpTL5aWlpYcOHTp//rxWq129ejWHw1m8ePHFixf5fH52dvbx48eByRGJRKCIAKLs6enply9fhmkpoNdeXl4eCATa2toeeeQRm83W0tJy8ODBBx54IBqNZmRktLS0iMXiqqqqbdu2eTwe5Mu2q0WLFkmlUpVK5Xa7QWqTw+G0tbVlZWU99thjwWDw4MGDxcXFFApFr9d7vd4rV65A4RaEPR5//PHLly+DUIzT6QR50/T0dBAveeONN9atW5eTk7N9+3YMw9RqtVwub2lpAVGy3t7ehoYGtVpNo9H+53/+x+/3X7x4USaTpaWl1dbWLlq06MCBAxaLxW63MxiMyspKGLZy4sSJ7OzsBx54ACRHnU4nhUJ59tln//znP0ej0RkzZjCZzObm5qSkJKVSKZfLwWH66U9/Wl9f39TUlJ+fn5eXV1RU1NXVdfny5aGhoZycnOPHjxcVFUml0q1bt/70pz9VKBQGg4FOp7/22msTH0+P4zi4qrt37xaJRDC5DRRf4vE4JJOg5H+LGwTRsOzsbNATg8E317aWgChLV1cXKL1CIw+CIODqgaGBUNLn80FbBBTyoLR/1dbGZ1tBxq26uhpEZRAEiUaj4XD4KkGwV1999Sc/+cnFixehvHITTK7D0dbW9tvf/hbs6eOPP+7xeMArhWGEFy9eFIlEer3+4Ycf1uv1DAbjwoULFRUVMG9ZqVQ2NTXNnDkTZhKdPHlSpVKx2eyzZ8/G4/H6+vr169fL5fKkpKSDBw/OmDEjFov19/erVKrGxsYZM2ZAAO12uysqKrq7u+vq6oxGY2FhoUqlmjt3bnd3t8FgWLNmzaVLl86ePdvS0lJWVpacnFxdXQ2NJAsXLrx8+TJo7tXV1WVnZ7PZbBCwKSwstNvtx48fT0pKgm556FrftWvXk08+CZ23R48ehee9zWbjcrnt7e0PP/xwR0fHe++9l5WVBZ2fSqUyJycHJvn19/cfOHAgNTX1ypUrEolk3rx5s2fP3r17t0AggACMTCafOHECShVz5sw5ffr03LlzNRrNK6+8UlxcDI+uQ4cObdiwIRAILFy4sKamZmRk5Ec/+lFtbW1TUxOFQnnggQeOHDkChgjHcRjdoFAoKioqvv3tb584ccLpdFZVVdXX1xcVFWm12qGhocbGRi6Xm5ycnJKS4nQ6u7u7u7u7t2zZkpqaevbsWTgyzz77LIfDefnll/Pz88vLy6GvlUajzZs3b3Bw8MCBAxiGPfXUU9u2bUNRdNasWQUFBVKp9MKFC2fPnoU6l16vT05O3rBhA5fLfemll6qqqk6fPv3oo49+61vfmrjDAcbhwoULly9fZrFYoEMPlSnIyEJu5tZ31NjYKJFIZDKZwWCADFlZWRkU9K/a9cjISH9/v1gsBooepHtBbh9WBRNM/X4/SK3AcxNE4Sbyq7/+Dse+ffvOnj07b948BEGysrLeffddYDlBx1RSUlJqaiqfz8/MzPzkk09AUQ7eBWXcpKQksVgMbSZer9fhcFAoFDabLRKJoKt+x44dycnJ0AAGaUk2m11dXQ0tEqAlB5OK4vF4bm4u9LCBMBc8LxEEAd5WRUXFqVOn4DEM8qYIghCJRA6HM3fu3JqamsbGRrggQqEQ1FBpNNry5cvb2tqOHTuG43hvb69Go/F6vSCbAX1lb7/9djwep9FooNCVnp7O5XLXrl0Lk1xghcCoB23BRYsWNTU1QSTn8XhA8RPIqosXL5bJZB9//DHMG4PpmhC4V1RUcDgcmIXd2tpKJBKZTKbb7VYoFNXV1QwG49y5c06nE/LGMPtALpeDi9De3g6N+AaDASYtVVZWJicnC4VC6PdrbW3Ny8tDEGR0dDQrK+uBBx6wWq21tbXw+by8vJGRkdTU1OTk5Ly8vM7Ozr6+PqfTWV1dbTKZ+vv7CwoKwBCfPHkSKkdweCORSFJSUkpKCoFAOHbsmEAg0Ol0MD04Go3u2rUL1EsnCCDSHzlyRCgUfvLJJ2VlZaCO+uc//xkEx2bMmDF79uxbuZNxHN+5c6fBYPjWt7711ltvkUikM2fOvPTSS6DGOPaTGIbt3r27p6fHaDQ+++yzRqPx7NmzRqPxySefhGlqt/UTxmdlgBe5cOHC06dPwys2m00oFHK5XPB6Ac8888xbb70F6rc33+DkOhy1tbU7d+5cuHAhtKt8+OGHICQFAnQgrsPhcEpLS/fu3QsN2yB/B2IbSUlJaWlpn332GVTH7HY7iqJAloSn9Y4dO/h8fiAQcDqd4XCYTqdTqdRZs2YplcqTJ08CKTsYDNLpdOBjVlVVORyOhoYGuEShZz4cDoMylcPh2Llzp1Qq5fP5YDSg8gIZxM8++wyaqqD2oVAoKBRKeXk5j8f7+9//zmAwmpubk5OTYd6sUCisrq7Oy8v7xz/+YTAYYJQJDF1LTU0Fzuzu3buhyZ/D4TAYDJiqqlQqNRrNoUOH4JkEyXbQ4szIyFi2bFldXV1rayvkcoDQzeVyodevtbWVSqU2NDTAjnAcJxKJ2dnZ1dXV9fX1TqfT7XZnZGT09vYODQ0BCXf27NmgDwRsehDLgW6U4uLihoYGHMehnpWenq7T6VAUXbBgQXl5+eeff+7xeM6fP5+ZmQkTfQsLC+GEHj9+XKfTqdXqpKSkrq4uWEN+fv65c+eg3RfGUjocDlA9UavVw8PDnZ2ddDpdr9fz+fze3t7ly5f/5Cc/mRRSOY7j/f39HR0dHo+npqZm+fLlPB6vtbX12LFj69evj8ViS5YsuZUOL9jUf//3fxcWFubn53/00UcEAqG2tvaNN964tsklGo3+61//gmkVP/3pTxsbGy9dumS1Wv/t3/5t5syZd7SA8vV3OGA8EuhpcrncQCAAvGsQgYEZQpDbgD5MIEuCygo8aEHQF2ZAwytgSa1WK4IgkAAMh8NJSUkejycWi3m9XmCww16AaMZkMp1Op1ardTqdwNxMTKgHJWPgmZLJZK/XC/KdoG2anJwMA4oSNFVQxYB2XGBxwiRlv98/NDQEggegMAY9KaA8Ad0oXC4X2nFhU9BKRyaTHQ4HiUSCWqnT6YRcLoIg0MYGslQCgQDmFgIzAwQzwB+Xy+VWqzUlJSUUCuE4jmEYzKQF+hVIFYVCIVApPXHiRDAYLCwsnDlzZmdnZ0FBAZ/Ph1FM27dvt9lsc+fOhacyVK9xHLfZbO+8804oFMrLy1u5cqVMJovH4zAx1WAwHDx40OPxVFVVVVdXw3TmSCQCxK6dO3fabLYNGzbAWFqY1Y7j+I4dOy5duqRSqdauXZufn4/jOPj4BoPhtddei8fjcrl8x44dk8Ubhe1DLopCocAtDbQVi8UikUium1e4FqFQ6Pvf//5zzz1XWlrq9/vfe+89Mpn89NNPX7tOHMevXLny6aef6vX673//+6dOnfre975nt9v37Nnz7//+77fLTRmfDWpubi4qKnrxxRf/9Kc/wSsNDQ1lZWXLly8/evRo4mO/+MUvfvOb34Dkw803OLkOR29v76lTp8xms9FohKs6NTUVQRBwESgUikKhsNlsKIoCiQEozIFAAB7Sfr8f+Ix0Oh3E0REEMZlMbDY7oTEI0toCgQAoC16v1+PxcDgcFEVBCQbHcRiGYLPZtFotOLjAIkQQJBgMwrM5FotJpVJojIdnfDwe5/+/7L1nfBTl9z48s72X7GY3vRcS0klC6KFX6YICiiCIIChiwQKKBVRUvqiAiiAiitI7oYZAgECA9IT0XjbZbO91nhfnYf77SyAEEpKAuV7wWTazM/eU+8y5z7nOdfh8Z2dnsB44qVMqlZLJZLyAFpIINputtLQUSE7u7u4IggCvAjTLYckBjXDBS+DxeBqNBoir0MmITCbDoSGpz+fzDQaDTCaDnQsEAojPw9gQBKmpqdHpdNBiRqlUCoVCKB+DywKJXaDewzsetO9AQxkaTwqFwpqaGqCg2my2rKysc+fOsdnssWPHhoeHAwkM5uyFCxdSU1PpdPrYsWP79+8PCnvQhC8tLe3q1atOTk7PPfccNMeGTtcQDfrrr788PDyef/55qIY1mUywFv3uu+/UanVsbOzMmTOh3hhigcnJyadOnTKbzQsXLlyyZElnvZiBZQ/3C3h4lntobm4G3fr27Ecqlb755psbN26EF9mPP/4YHh4+bdq01o4RhmHJyclnzpxRKpXz5s3Lzs5+9dVXKysrU1JSlixZ0omU2NZ49h0O/CWNf3NfqRNcOwV4RvfNr7fQUUHuhcXgjrZOrmMYBvqD+DcWiwVcBMfB3Ffv4ZGycbDagEUDfKPX68F3AaHl5uZm4ECBj4XbBXwMOB8F3uIgtgFS3AQCwWg0guxdGxekxYDxqwHGEfhHoNAHFUNg5sBcgsMEqsY6nQ5MleN8BptLpVIlEonFYnFxcSESicCramxspNPpULpSVlYmFovVajV0vg0KCqqrq4MeOg0NDSQSiU6nQ3c9i8UCC0S73e7YNQB4lAiChIaGLlu2rONzD9wv/IJ0sII/Pz//t99+++abb6hU6oULFy5cuLB27dr7EtqNRuOvv/4aGBhosVgEAsFvv/02cuRIiUTC5/MXLlzYRqOE+47t8Qb8zTffvP/++yDgC975//73v5UrV54/fx7KvhAEodFoeXl5/v7+d+/efWgHmc51OFpbhhYTvLVlgC/bngj4l/DYIw+g3UDpFm5tbPf6Mzvu877n+0gkHiC5A7UT/wYWITqdTiAQ6HQ6tVoNhe6QboA1A74H6F0ChfEGg4FGowFTDRq7ACcaVHkedEHuaxngT0AvA+cGiB1QHm80Guvr64G/YjAYwEDxeDzQR2nx9MI5QlMI4I1BWS+VSgUdM1DmkMlknp6esEYCpSKpVOrs7CyVSvV6PTQrMRqNZrMZAtKwaHF88sEEWa3WF154ITExsVNSKo5PWguL96j7T0pKys3Nfffdd1EU3b17t0KhWL58+X2XTAqFYteuXaGhocBQPnz48NChQ2tqavz8/KCi80GH6LiP9ew7HL3oRTciLS0NVvMQmgaOKo/HQ1EUDD1US8LGJpMJNFVhzrd2T0EYBtqAgWYzm83G7vXvhvcKLL4xDMvPz09OTp40aZKvr29FRQVEp3x9fWF7EJIBkgqoEZjN5lGjRt03fvt4hsbPz+/u3bsUCqWhoWHatGk3b94ETQsURc+ePQvEycWLF0dERCAI8tVXX3300Udt77BzHY5e9KIbgWHY/v37CwoKkHsKv5Bcg/WDUqkEMSTcOEAnHbAYNpsN6igdd5ibm+vi4gJVSNAeCILoGIaRSCS73Q6RMIjx3Lp169atWzNmzIDiCUgkeXt7g3osdORgMBhWq1Wr1er1epvNNm7cOAgBdgS9DkcvevEEodfrIa7TOsIBr0/gBMDGOp1OKpXi9B1ozdPiLUuhUOAnoH0J2mXQMQFoSbAGhaOwWCyDwQDaD2w2W6VSmc1m2CGEkYBGQKPRoGgzISEBQu4t8Ngrm/fee2/jxo0IgkApBIIg27Zta60oWldXFxERIZfL295br8PRi2cGGIap1WqTyYT83/n1IOMgl8uhwB7qziDR47hDFEXJZDKUF0AWBsTdMQyDdjDQBQy6RBEIBNCnB+VDoK3g1gZqEaRSqclkYjAYoBM/cOBAsVjcwbN+9qXNe9GLbgSDwWg/8xSUyp7oeLoY3377rUaj+fTTT/Fv3nzzTZvNtmzZMjxym52dPWvWrId6G73oxbMEFEXv27foQXAsJn8S8PT0fKL77yB6Ixy96MV/BR3P3QKJB/+vq6vroEGDWCxWcXExCFK1Zye9EY5e9OKpRm9KpRe96MVD0BOkBpFeh6MXvXjK8dgOR+f0tepFL3rRi170ohe9aAO9Dsf/AxR8thCQfmwAB/ChizkgKt/3TxiG6fV6EPNpUebQwYFZrdYWO4SKvvaM1pFTDboULVjWAL1eD0Sq++6kU1rG96IXXQO73a7T6UDjteOA4vCHzrW2p6TFYjEYDDD7OitiBANrvcP2WAYwBY6b2e32FqW5+JagQ/qgAfQGwJ5h9JJG/x8UCkVaWlpcXBy0nu8gwF48VMbObrejKPqgzTQaDY1GA2HBNkQXHnVgIB7QYocgC9b2b8FTcZS1MBqN0OiyxZZarRZkClvvBBc2eAZgMpny8/PhRsO/joodrU0nkUiECjf8v44qEXCvoazfMf3BYrECAgI6RRKxbXSKre8hiZtOhNFoTE1N9fHx6dOnT6fsECZg29vAPH3QlDSZTKDWxeFwOnE2weKhtUJG6y9bA28QD/8FL621BQBtVg6H86ABPDPGQalUlpSUIP/XFLRtHBzXgXAdQGQImt2Ay9vCOPD5fB8fn6dl0vVyOP4f8CegR908R0mZXvQ0aDSa8+fPIwjC5XKhKZ3BYIAqNRBfctwYRVGRSKRUKvEiOmi+BWKyNBoNWmnb7XYQK8R/yGazQ0NDO+5wPPQp6hqH46lbwvZahl48Bmpra2/cuEEmk0GqEZYiGo0GCl9bBIBB66ypqQl8DgKBABrNDAZDq9VCiazdbof4tKMbKhAIAgMDu/gx6CWN9qIX3YBOf3c+UcPx0J2fOXOm40cZN25c2xs8dQ5HL3rxGHi6jMMjoVeHoxe96Ab0HBPQKXior9CLXvSinXjGjEOnoJc02ote9KIXvehFL544eh2OXvSiF73oRS968cTR63D0ohe9+H9gs9mDBw9uZyvtXvSiF71oP3odjl70ohf/PwgEwu3bt1NTUx3Zo9gjohvH34te9KIno9fh6EUvevH/g8PhQF/72NjY7h5LL3rRi2cNvVUqvehFL/5/KJXKH3/8cebMmT///DP+5dmzZ7txSL3oRS+eGfTqcPSiF/8V9JA6vd60Sy968VTj2dfhgK4BDAbD0WiCJqNWqyUSiWw2u7XANsBms6H30PqvoEHuKDIN7VQIBAJ8abPZQLWXTCY79gFBUZREIqEoCupvjj/B1akdhX5BFLz1GEBazlHgHHZIJBIJBEL3viRAX1kqlbJYLDabjQ8GLruTk9ODfgin4Ch1bDKZQGKvxRmBAB+cPlz81rLr+JaOd6q7AIPsrrcmiUTCLwLOmcAftm5/YLoeZrPZbDYzmcwWlsFiseh0OgzDOBzOfecdbIZh2IMuGjyZ+F/xTh+OE99gMJBIJDKZDA8n/lt4zh2bg+DftLAMsM19Rwj7dLyt8OwR7qGj165jsNvtarXaaDQ6OTk5al/K5XIWi/UgUXb8QuHmGsMwUNptfUaOU761SXnQlp1zeo8FePC65dAoioI4emvjABe2JxiHp8bhOHDgwJUrV3788UcajQbfKBSKffv2paWlVVZWMhiM4ODgZcuWQQa6BY4dO0aj0caPH48giN1uv3z5cnBwsJubG76fH3/8ccWKFQKBAEEQmUz2+eefW61WDoezfPlyNpu9e/fu69evs1isFStW3Llz5/bt2yqVislk+vr6vv3221KpdPfu3cXFxUQiUSwWv/DCC2FhYSaT6ciRI9OmTWMymQiCYBiWnp5+7dq1N998k0wmw3Fhml29evXy5ctqtZrBYMyePTsiIqK0tHT//v1FRUV8Pn/MmDFDhgzh8XgIguTm5nK5XG9vb/itWq1msVgYhp04caK2ttbDwyMsLMzX1xemsdFoTE9Pj4uLg3IDrVZ7/fr1AQMGsNlsOHpWVpZMJjObzWq1esaMGUQisby8PDk5eebMmXw+H790Go1m48aN1dXV4eHhL7zwgtFodHV1ra+vl0ql58+fX7FiBY1Gk8lkFAolMzMzICAAjDufzy8sLNy9e/c777yDIAibzTabzcePHxeLxf379wcbajaby8vLvby8SCTStWvX+vXrJxAIUBTdvn378OHDIyMjT548mZ+f/8orr0C3CBKJZLVad+7cOXXqVIFAcN8uLV0DqVS6detWb29vrVarUql4PB6DwdBoNFqtFu9W5ezsDH4wPFQkEolAIGg0GjqdbrPZzGYzkUhkMBgIgmAYZjabLRaLRCJp3WeBSCTS6XStVgtfEggEd3f3pqYmJycnOp2uVqvhSTAYDCwWi06ne3p6zpw580Ge9zOJ5OTk33//fefOnfizrdPpjh49evHixerqagRB/P39Fy1aFBsb29rapqenFxQUzJ8/n0gkYhiWlZVFJpP79u0LW1oslk2bNk2dOjU4OBhFUZPJ9O2339bV1VGp1JdeeikiIuLo0aNHjx6lUCjTp0/ncDj79+/XarXw/L/zzjtMJvPgwYNXr15FEIRMJj///PMDBw5kMBjHjh2Ljo729vaGo8hksu+//37lypVisRgfmM1my87OvnbtWn5+Po1GS0hImDFjhlKpPH369Llz55hMZt++fSdPnuzt7U0gEBQKRX5+/qBBg2CHRqPRbrczGIyioqKjR4/6+Pi4u7tHRUWBT4ZhWH5+PoPB8PX1hf9mZGTQaLTQ0FD4uU6nO378eL9+/ZKSkqZPn+7h4WEymU6ePCkSiYYMGeLoJ128ePHvv/8mkUivvfYaj8cDMyWTyY4ePTpw4MCEhASFQmG327VabXl5eXR0NIIg8JT+9NNP/v7+gwYNQhCEzWZLJJI//vhj0aJFTCYTvAqNRqNQKDw9PXU63Y0bN6ZNm2Y2m5ubm/fu3btq1Sqr1bpjxw43N7epU6darVZ4I1RXV6empk6bNo3FYnWjK5aVlXXq1CkPDw+lUqlWq11dXREE0Wq1arUa91ZdXFykUimHw4EnlkKhYBim1+thQQvrUjgpcF+MRmNTUxPyfyX2MQyDNbBer0furVfd3d0bGhrEYjGJRNLpdOBz6/V6DodDo9ECAgKmTJnSvX7qU2OYQHwet6RGo/Gbb75pbm5+8803WSyWwWA4ePBgaWlpa4cDwzCpVHrq1KlRo0aRyeSKiorly5fD84ogiN1uP3bs2O7duyMiIqZNm4aiqNFoVCgU77//fn19/bFjx8LCwgoKCtauXatQKNzd3Z2dnePi4nbu3PnSSy8JhcKqqqq33357zJgx8+fPZzKZRUVFn3766dKlSwcPHvznn39evXp17dq1cCCbzcZkMh3fBHq9fvXq1QQCISYmhkKhFBUVVVRUlJeX//nnn4MHDx4+fLhGo7l06dLJkyc3b95MpVL37t3r5ua2fPlyFEXr6+tXrVq1YcMGkUi0Y8eOuLg4s9n8+++/f/TRRwkJCQiCFBYWLl269Pfff4+Pj0dRVCaTLV26dMKECZ999hmfz0dR9MSJEyKRaPDgwW+99ZZAIEhISNiwYUN8fHyLF7lCobh+/fratWsxDFu+fDk8rGw2OywsLCcn54033rBarY2NjZGRkSiKXr58OTAwUK1W79q1y2w25+TkHD169PDhw2Qymc/n2+328vLyPn36lJeXQ9QEQZC4uLj6+nq73R4aGoogiFqtvnXrVv/+/TEMO3v2bFJSklqtrqurI5PJrq6uxcXFWVlZFy9eXLNmTVRUVHd56wwGY86cOX5+flVVVSdOnCAQCI2NjdA/hUQizZw5s7a2Ni0tjUgkajSaIUOGhISE7N+/PzIy8ubNm1wud+LEiS1WqLDOvm/UBOzIfXsFQ3iPTCYrlUr4IaxsnpxBoVKpwcHBAoGg7fZaFy5ceEIDuC9oNJpOp8PX0zab7ddff7158+abb74pFArNZvPp06fz8vJa02AxDNPpdNu3b586dSqfz1coFKtWrXr55Zf79u0Lf71x48auXbtsNtsHH3wAa8eysrIlS5YQicQzZ87w+fx9+/Z99NFHFotFJBLx+XwXF5c9e/YMHz7cx8eHQqG8/fbbTk5OL7zwApfLbWxsPHDgQHp6+urVqzMyMn766aevvvoqLi4O7pfFYnH08u12+99//33ixIlhw4aNHTu2rKysvLy8pKTk448/Dg0NHThwIIqiSqVy2bJl3333XWhoaEFBwddff/3PP/+w2WyLxfLdd98JhcIlS5acOXMmIyODSqWmpKQkJSV98cUXKIoaDIbvv/+ey+V+9913JBLJbrfv3r372rVrmzZtGjJkCDzMe/fuTUxMlMvlX3zxxebNmy9dunTw4MHPP/+8xdVLTU11c3ObO3fuvn37ioqK1Go1iqLx8fE6ne6TTz6JjY1NS0uj0WhTp07dv3+/3W4XCoUJCQmrV68uKyujUqnvv/9+SUmJh4cHl8stLi6+dOmSv79/WVmZVCrV6/X+/v5UKhXinbdu3dLr9eXl5UQi8e2331apVDt37vT29k5NTbVarXQ63WQyVVVV1dXVZWZmfvHFF7jr2fVwdXVduHChSCS6ceNGZmYmNM1ubm6mUCh0On3OnDkpKSkVFRU2m62xsXHixIkkEunSpUt9+vS5fv16bGzs4MGDEYdoN0QpHhQ1gTjZfTtvQ5dNAoEAaxIEQQgEwoPifF2Jp8bhMBqNERERuKVraGiANTSHwzEYDBkZGc899xyY4BahPKVSeeXKFZ1Ot3fv3tmzZ//xxx9UKrW6unrAgAEYhhUUFJSUlJw8efLYsWNqtZrL5drtdoFAIJVKy8vLPTw8vLy8MAzbtWtXYmIim82mUqk2m43BYISHh5PJ5K+//nrhwoXTp0+HG9m/f//+/fvv3r07ISEhMDAwLCxs/fr1M2fOhJnc4rVx584dMpn82Wef4dNDqVS+/vrrX331Fbx94aw/+uijgoKCPn36VFRUnDhxYsqUKS4uLps2bTpz5szixYtdXV2dnJwmTpzI4/GKiopYLBaCIE1NTT/++OPzzz9/9OjRiIgIGo0mlUoxDKuvr3/rrbfWrl0bEBDAYDCEQmFoaOj777+/efPmiIiIgICAV155pYXD4eHhsWbNmtTUVFjfcDgcHx+fmzdvmkymefPmKZVKrVabk5MTFxcnEAiio6MzMjJiYmL4fL7JZEpISBg6dKiTk9Pt27cJBILZbB4xYkRSUlJQUBCZTC4tLR03btzIkSNv3rypVqtzcnK8vLyMRqOvry+DwcAwjMvlHjx4sLq6OisrS6fTGQyG119/PSkpSSqVikSi+8afTSYTmUw2m80EAoFMJkO8gUAg0Gg0u91uMpmgHSvcCBqNZrFY4G4aDAa1Wk2n05lMplwuhz6cTCbT2dm59YFoNJq3t7der09JSTl37pyXl1d8fHxOTo5YLM7Jyampqdm3b59QKORyuRUVFRAMQ1E0OTm5ubmZSqXevXvXw8PDcTkLeOyYDawsnyhEItG33347a9YsPL7YBrrYqBkMhr59++KzXqVSXbp06eeff3Z3d7darXfu3ElMTDSbzQaDAUJKOCwWy4kTJxgMxtatW1evXn3o0CGDwQBBEQRBmpqajhw5sn///uTk5KqqKl9fXwzDeDyeRqORyWROTk5OTk6+vr5//fVX3759Z86cyeVyoUdXTEyMk5NTUlKSl5fXhx9+iA8sMTHxs88+k8lkXC73ueee+/vvv/Py8mbPno2iqNVqdbxocAqfffZZSEgI/uUXX3wxadIkCMYgCIJhWHBw8LFjx/r06VNSUnLjxo2jR4/OnTs3JSVl27ZtEydOtNlsPB4vPDz8xRdfPHHiRFNTE2SHd+zYIRQK5XJ5YWFh3759bTZbTU0Nh8P57rvvqqqqZs2aBcsDHo/39ttvv/3226tXr7bZbJ988kmLDmEoii5btuzAgQOnTp1ycXFhs9nBwcFNTU0SiUQsFq9evbqiooLNZldXV48cOZLFYtXX11dXVw8aNIhAIAQFBYWGhg4YMGD//v1sNlsul48ePdpkMt25c2fYsGHp6eksFmvVqlUFBQXe3t779u2Ty+V9+vSpqqoKCAgAn+n5559fsGDB7t27uVxuZWWlUCh86aWXNm7c6OPjc995hHvnJpMJ7gj0ToMgAfj6LSwGtEwjEAh6vV6j0XC5XAqFAs3VwMW8r1vD5/OJRKJEIrl8+XJKSkpiYiKJRIIAZ0lJSX5+/smTJ0NCQiwWS01NjVar9fPzU6vVZ8+etVgsDQ0N2dnZISEhrffcnnl3X7SR9e4WPDUOh0qlgtgRQKFQWCwW8Pu0Wu3ly5dra2sVCsXOnTtbOBxlZWUBAQHffvvt559/XlJSEhUVNWHChOTkZJvNptPpdu7cyePxrl27VlJScunSpSlTpkCCdu/evUFBQdBaYsOGDUVFRXv37kUQZNKkSUDUAA9UoVDAHcUzrCQSCZKyXC73lVdeqaqq2rZtW3FxMZfLbWGIm5qaPDw8WCwW/r3NZqNSqY4vOSqVCp4EkUj08/MbNGjQli1b+vTpIxQKN23alJSUNHDgQAqFsn37dg8PjwEDBgQEBFgslj///JPFYsXHx6empv7zzz+vvPIKi8WKior67bffrly5smHDhokTJ+INS0eOHCmXy3/77bfdu3c7zlV4fxOJxAEDBgwdOhTMnE6ns1qtMIvAv4aMAHwmkUjwTiKRSL6+vh9++CGZTA4MDITIp81mo9PpL774IjREhX6qYDcRBCESiXhvVZjnH3zwAZPJjIiIGDlyJHxPp9MHDhxoNpvpdDru+EOWHS77l19++fLLL2/cuJHNZr/99ts//PBDQEBASUnJZ599dvv27eTk5BkzZuzZswfijYmJiTwe786dO88999xPP/1EoVCYTObUqVM3bdrE4/E8PDzgUWn9+gQD5OLiMmvWrBdeeIFIJMIjZzQagUwwfPhw7F4nTyKRSKVSlyxZAhk0eEKerpSHk5NTWlqan18PZYhrNBqdTof/V61Wm0wms9mMIIjJZLp27VpdXV1eXt7ff//dwuGQSqUWi2Xv3r2bN2/+7LPPPDw8/vzzz61bt8Jv9+zZQyAQbty4UVdXd/DgwXfeeQdFUTqdfvHiRaVS+dVXX7FYrLVr11ZWVp48efLXX399//33YWEKM0WpVLLZbEfuBYqiVCrVYDAQicRx48aJxeJff/11/fr1EyZMsFqtjutUrVZLIBA8PT0d8xcmk8nT0xPnKKAo6unpefToUZ1Ol5mZ+euvv546dYpEIt26dWvXrl07duyoq6vjcrl//fUXZDDnzZuHIEheXt7p06dfe+01nU63adOmTZs2sVgsV1fXxYsXh4aGbtmyJT8/H6LuKIpyudyvvvpq/vz5L774IiSV8BHa7Xaj0SgUCl999VVI2lqtVr1eTyAQIIkMBgGyhxQKBea4yWQCEt7SpUshwhcWFkYgEIxGI0wKfMFAIpEoFEp0dDSBQBgyZAgYGYiw0ul0Pz+/9957j8FgrF69GowPzLK9e/fa7Xbg01itVpxXRyaTq6urd+7cOWvWrHfffXfevHl9+vT5559/nJ2dnZycFi5cuGXLFldXVwaDcenSJSqVqtFoli1bdvr06djYWJlMduXKFQRB3NzcRo8evWrVqgEDBnC53EmTJkVERLR+GoG/4uLismLFipUrV5LJZJjs8IhSqVRH40ChUMhk8qpVq4AMBJe9G5PFXYCnw/BBZInL5d69e/fixYsLFiyIiIhITExcvHhxQkKCq6ur3W7ncDhLlixJTU0tLy9fsGABTAO73X727FkXFxdXV9eXXnrpl19++fjjjxEE2b9/f319/e+//z5s2DBvb28Mw2JiYs6cOePt7c3hcPz8/ObMmfPrr79evXo1Ly/PZDIFBweTSCQOh4MgiEqlqqmpgVjfvHnzNm3alJqaOmbMGBqNdvPmzZSUlGXLlhEIhNLSUnibrl+//uLFi19//fWbb77peFLDhg375JNP9uzZM2zYMDKZnJ6eHh0dHRwc/MEHHyxdutTd3V2j0Vy8eLG0tHTx4sXHjh0bPXr0kCFDvvvuuz///PPgwYMEAiE1NVWr1fr4+CxevFgoFALp8tChQ+Xl5e7u7llZWSwW6+bNm1FRUVwul8Fg0Gi0KVOmDBgwYO/evQcOHNi+fTuCIEQi0dXV1dnZWSQStbjse/fu9fHxKSwsnDx5MoPBYLFYV69elUgk0dHREKUAJqzVamWxWBA5qKys9PDwsNvt8P5GUfT27dsQhLdYLIGBgVQq1ZGjQCAQKBQK2DIIz9jt9uLi4qampuDg4Js3b3p7e4tEovT09NjYWAqFUldXJxAIrl+/7u3tXVlZuX//fohSxMbGzp07t6KiAkVRjUbj7+//3nvvEYnEdevWHTlyZMeOHXfu3FmzZk12dnZsbOzUqVMbGxvXrl07e/Zsg8GQl5c3bty4MWPGKJVKaDHPYDBefvlld3f3/Px86D7v6+s7efJkeJew2Wzgz8LzgIPJZIK1vS9dDkVR+OtTh3fffRe8DbVafeDAgYqKihadtbsR4Hdyudzq6uojR47MnTvXy8tr7ty5K1asGDBggLe3N9BlPv7447Kysj179rzyyiuwQsAw7MqVKzQazdnZecmSJW+99RakYFgsVmVlZXJyMp/PHzlyJIZhcXFxaWlpp06dGjZsGJvNfuuttw4cOHDy5Ekul3vt2jVYsnO5XARBLBZLVVWVVqvlcrkjR4785ptvVq1aNWnSJDc3t8LCwrNnz0ZHR3t4eJSUlCQmJvL5/HfffTcrKwve+o5ZKhcXl7CwsG+//fbFF1/k8Xjl5eV2u33cuHFfffWVwWAIDw+n0Wi3b9/ev3//iy++WFtbKxQKp0yZ4uPj89JLL23atGn06NG3b98uLCyk0+nLli2DNRKBQKipqdmyZUtCQkJhYSGKok5OTrt27Vq2bBmNRmMymd7e3uvXr09LS9uwYUNAQABwM4EsFRoa2iKJJpFIdu7cOXbs2KKiounTp8Pi7cqVK1ardezYsU5OTpD+1mq1sKCyWCx6vV4mk4GRodPp4GecP39+3LhxGRkZkF2i0WjgPcANwi0Dci/+ZzQar1y5IhKJGAxGTk7OiBEj6uvrZTJZfHy8UqkE8sqtW7eio6P/+uuv3Nxci8VCoVBeeuklOp0uk8ksFguLxSosLNy7d+/YsWNfeeWVn3766aeffiorK1u4cOGGDRuWLl3q7e199uzZAwcOQKYmPz9/xYoVQJxqampis9nOzs6vv/46nU4/c+ZMQUEBhmGDBg2CRDaCIEDaAHfN8YrhtuK+/gSRSATr98zjqXE4gPpkNBphfUwkElesWAFMgoaGBicnp3nz5nl7e0skEnia8R8GBQXFxcUhCBIWFvbRRx/B4njUqFHNzc2DBg0aMWIEni0D+pJYLB48eDCXy124cOGFCxfGjRuXkpJSVFQUFxfXv39/BEGcnZ0nTJgA3mh4ePinn3565syZ33//HUVRPz+/Dz74IDw83GQyjRs3DiYtm82eMmVKaGhoQ0MDLHRgbEKh8Msvv0xKStq6davBYKBSqQkJCatWrTp37tzevXubmprMZvOAAQM2bNjg4uKi0+k8PDzIZPL06dOHDBkiFAotFktkZKTBYIASD/CjKyoq0tPTv/jiC+AqIghy586dS5cuTZo0iU6nQ+RWJBItX768T58++ByQy+UJCQmtl93Nzc1paWkNDQ13795VqVRisXjhwoU0Gm379u2JiYl6vT4zM5PL5TY3N/N4PCgj8vf3v3z58htvvBEfH48giNVq3b9/v1qtVqlUwcHBIpGosrLSy8urpKREJpNZrdZ169YFBQU5JhdNJtOxY8dYLFZNTU1RUZGfn9/QoUMvXrwIwZXk5OTZs2f//PPPMTExK1euDA4OxjDMaDSy2WyIDxEIBBaLtXz58tOnTx8+fBhF0eHDhy9cuHDcuHFBQUEMBmPbtm3V1dUymWzq1KlcLpfNZoeGhm7fvv3KlStmszkoKIjH45FIpE2bNkVHR0+ePHns2LEIgnC5XPyh6vY8aBdj8uTJCIJUVVUlJCRIJJLuHk5LODs7jxkzxmQyEQgEmAtz5szx9fW9ceNGQ0MDnU6fP39+aGhoeno6lUp1fMj5fP5LL71EIBDc3Nw+//xzyNNBbN/NzW3cuHH4u8HT0zMtLQ1BkGHDhtHp9BdeeOHo0aN9+vTR6XSFhYUcDmfWrFkIglCp1BkzZkD029nZ+eOPP7548eKJEyeMRqNYLH7++echUjhs2DA4FplMjo2N3bp1a2pqqmOEg0QiLVu2LDU19eDBg7W1tUQicdasWUOGDNmwYcPx48cPHDhgs9nEYvHy5ctjY2Nv3Ljh4+NDIBBCQ0O//PLLYcOGoSgaFxdHIBCkUimXywWWus1m+/vvv1944YXhw4fDA6zX67/55hu4ROBBUqnUYcOG+fn53bp1C0ai1Wrd3Nw8PDxaXHO73Q6Xt7m5OSUlBcOwkSNHjho1avv27eAnQeJGo9FYrVahUFhaWhobG1tUVESj0d5//32Ic9TV1X3//fdpaWk3btxYsmTJ3bt3jUajh4fHlStXIO2yevVqMOb4jCssLExLS+PxeDQa7caNG3369KmpqTl8+DCNRjt+/LhQKBSLxT/++OPWrVtfeeUVjUYDuRJnZ+c7d+7weDyDwRAdHf3mm29u2LBBr9dzudx+/fqtWbNm27ZtXC53zJgxv//+O5/Pb2pqevXVV1NSUshkckRExJYtWyBM4uPj4+Pj09zc/OGHH86aNSsqKsrT0xO552QA/mvG4VHx1OtwAPMLaqJal/3ANIZXBSzH8SKRzh0DHiVzjIK28+GDgKpjuZfdbtfpdLAmhiAqTpiFxQokGjEMw1cecDiTyQSpCvgStoEQJR7PxLdH7k0PKFhtsS7HMOzChQt9+/bV6XQqleratWuhoaFkMplAINy8eRMsWlBQUFpamlwu9/HxuXPnDpPJDA4Ozs3NVSqVISEhc+fO1Wq1f/31V2JiosFgSEpKqq2t1el0ZDJZJpPJ5XISiRQeHh4SErJ48WL8RKxW6x9//FFZWTl//vx9+/ZBBYdUKo2KiiISiVKplEaj1dbWent7r1q1qkWYV6lUcjgchUIB/pZSqeTxeMCwo1KpQA3R6XRqtZpMJjs5OcGVp9FowO2CqIxer7dYLFarlUqlOia8ngE83rno9Xo6nf7BBx988803nTKMrqkoBuY/zPrWlgFCI/hiGpbCT2gYretgkfbdCyAeQVAQT83gmTs8DYGfHZQ54FMJSm9wXqFWqwW/HL4nEolgVYxGYwtXDLddkDqh0+ktRiuVSu/cuTN48OCSkpKysjKNRhMYGEgkEktKSrRa7ciRI2Uymbu7+9GjR4FFnp+fP2DAAIVCUVNTo9PplixZ4uPjc/XqVUhNNjU1nT592mKxwNKlpKTEZrM5OzsHBATMnj07OjoaP7pEIvnxxx/9/Pzi4+N//vlnT09PpVLZ3Nw8atSo+vp6mLZlZWXLly/v16+f45hNJhOcpsFg4PF4ZrPZaDRyuVybzQaMHKg2h3ISWIcYDAYymUwkErVarcViYTKZFApFq9UCHQTqPh7/sXjK8dg6HE+9w2EymZKSkuBBIRKJNBoNJpLNZgObAmwgeKnYbDaoQUIQBB4mo9EImVdgFUAKDVKJkBeAHCFwHiHi1/Exm81mDMNg/QQvVAgkwuHAIoAtUKvVCIJYLBZYqUC9PpyRzWZTq9UcDodMJnO5XKlUiqKoXC7ncDhw1hiGMRiMdtIFYAZCWZpCoYDqPhaLpdfrGQyG0WgUiUR4RAQXJ8AJHJBYoVKpwG6BuAtcZDhTjUYDCV2j0UihUMDFQe7ViLdoFWY2m2FvJpMJfznBnYWyMaPRSKPR8DcEj8dzdnbu379/14QltVrt4cOH8Wo0+BJ/qcBT1Prtgr944HsGg+Hk5ATVsN7e3nChSCSSUqkUCoX4zpuamjgcjlAoVKlUarUaVlRAbYOLhl9PIpHo7u4OrLoHjfzxnl6NRsNisWbMmHH48OHH+HlrdI3DYbPZzp8/39zcrNVqEQQBahEQv+BeWK1WqB0wmUxAKYWHFnQ1wHeHYmwYMI1GA8sAZgQeRZyH2HblTvvHjNsZeM4RBAEOI/yJRCLp9XoKhWI0GuGDxWIRCoXAEOJwOLBwb2pqIhKJYDTIZHJDQwOFQlEqlWKxWCqV8vl8s9nczsmCYRj48XAdoHiby+Xq9XoWiwXnLhaLYSEHFxYuBeQ6YcBg3ICeCSYOli5gWlUqFZR0EYlEWAOAQUYQpLUnBCQYMMjwJRgQsPYQZ8UrY0kkEo/HCwgICA8P75Qb9FDU1NScOXMGl1ZqfTFx6hueWcY9Qnx7DofD4/G0Wq1CofD398c1mdRqtZOTk8FggM0kEolIJOJyuSBwAIEWuNp4BgrnxHh7e+OV2B3HMyX8hTlUG7exGfizNBpt8uTJJpNpw4YNLBbL39+fx+Ndv379ypUrs2fPZrPZ9fX1ZrNZo9FkZ2cvWLDg5s2bwcHB165dW7hwYVRU1Pfffw/yD9nZ2T4+Pm5ubrW1tVqt1t3d/fbt25s2bTp9+nRaWppQKMzOzl6xYgXwITp4didPntRoNECEDg0NLS8vT0lJCQ0NXbRo0dq1a5lMJrzdIY535cqVkJCQCxcu+Pv7NzQ09O/fXyKRADEevz6OrIjHA3gM4I0ZDAbwgYB1jw/bcXutVnvu3LnY2FixWIyiaGZmZl5e3pw5c1QqVXp6Oo/Hu3r1qru7u0gk8vX1vXXrllwul0gkY8eOFYvFWVlZfD5fo9GQyeSYmJiOMyjxvG/XgEqlRkdHG41Gq9Wam5trNpvZbLbVapVIJDqdbuzYsYWFhRUVFQKBoKamZtCgQVwu9/bt2/Hx8VKplMfj5ebment7l5SUCAQCLy8vDw8Px0JWuO842wMeTkhvi0Qi2BKWVnD34eUEdEhwRjs9JFNZWRkWFtaa4tMtaE94wGazmUwmOp0+ZswYq9X6008/6fX6oKAgPp9fUlKyb9++6dOni0QimUzW1NRksVgyMzNHjRoll8vJZHJhYeHgwYOff/757du3q9VqHx+f5OTkoKAgNptNJpNv376dmJh48ODBDRs2NDc379mzx9XVNT8/f9KkScOHD3dxceng2eXn5ycnJ/v4+Ny9e3fIkCGFhYWVlZVFRUXff/99cnLylStXYmNjofxEq9XCu1+pVObm5np6esrl8qioqJqamhdeeAF3JnC3viOjgtgALGPAe4OCVTwN1GL/mZmZUql08ODBEErZsWMHFIffuXMHysFyc3NHjBgBSaW7d+/W1tYymczp06fX1tZKJBIWi1VbWxsTE3PfYrRHBcydDu6k/eDz+f369bNarUajMScnx2azCYVCrVZbW1vLYrEGDBhw586dpqYmZ2fn8vLy5557TqPRVFRUREdHNzU1sVis4uJiFxeX0tLSoUOHikQi7J5mFwASu/jNFQgE4LS5u7vjW7Y2DmATul0mDtBDHY6amhpHkvZ9kZeXV1xcPGvWLAKBQKVSZ8+eDbQgq9U6YcKEQYMGDRo0iEqlVlRUNDQ0eHp6GgwGgUDg5uZmNpuHDRvm5OTEYrFAFMHPz2/WrFk1NTUsFotGo8HbIioqCuR6xo4d29jYOGDAAGA/dVCvzWq1enp6arVanU7H5XIjIiL69+8fGhoKIY2IiAiRSASGA6gn8LxGRkaqVKry8nIejycQCHx9fR+kuPd4cMw0OdKaHAu0zGbz1atXhwwZAsumurq6uLi4Y8eOsdnsiIiIpKQkBoNRUFBw9+5dT09PoVBYXl4ukUg4HE5KSoqzs3Nzc7PJZIqPj09LS8vPz2exWBD5WLJkCYfDkclkSqXSz88PjJROpwPNK+TeGquhocHf39+RR9ZdIJPJYWFh58+fv3r1alFRUWBgIIIg+fn5Op0O6hpSU1OdnZ2lUmlZWdn06dPtdntDQ8OxY8dqampiYmJ4PJ67u/uhQ4emTJkSHh7e7afzUBw6dCgsLGzChAm//PJL944Ew7Dq6moPD4+2/cuamprz588vXLiQSCSSyeTJkyfX19eDF5KQkBAQEJCQkMDhcBobG0tKStzd3efOncvhcCQSiUwmGz16NJ/Pp1AoUL0VGho6YsQIqJT29PT09fVlsVirV6/mcDgBAQGhoaFyuRyoynD3O3I3MQxjMpkxMTFGo9Hf3x/sQFNTU0ZGBoPBcHFxSUhIGD9+fG1tbZ8+faB4DZQwMAwrLi728vJycnISCoV0Or1zE8eOe2sRjMRRXFyMV5zZbDapVCqVSk+cOAHXtra2Ni4uLjMzk0Kh2O12FxcXEJ/Q6XRZWVk0Gq2pqcnHx4fD4Vy4cAGCH3fu3ImIiJg8ebLVaoXCXaFQiKKo1WrV6XQ4zRbDsPLycgqF4u7u3hPeqSwWKyIiYvfu3bW1tTdv3pw2bVpeXp7BYJBIJM7OzsnJybdu3XJ1da2trZXJZN7e3pmZmZWVlaWlpVKpNCEhgc/ns9ns4uLihQsXurm59Xzj8KjoiSkVqAGDzGUbm6WmpsKCsuffFTgjCoXSE6bEYwNUDWJjY8En0Ov1NBrNYDDAChsCd2DWoT4FyBAgywaMTgRBQBIDYrNms1koFNJoNJVKdfHixStXrixfvjwkJKS+vv7QoUMDBgwAlwvDsPPnz+fm5g4aNKh///7dfrurq6uhkgXycRCBRxAEgvAQDTabzXa7nUqlQukvkPKA74yiKJ1Oh1xVa95AO8N79wWUAraxnnu8SycQCHJzc11dXVeuXPnDDz88xh5a4LEX3O20DPn5+bm5ubAUebwDdRmAPgJr/e4eS4dQVVWFoqiXlxeCIHjSBK9SgeipVquFxAqGYRqNBj4DqQu5VwwPodaysjKxWAxJrpqamrNnzzY0NKxfv55AIFy+fDk/P3/evHkgP6PX63ft2oWi6KxZs4RCYfdeBAzDioqKvL29YSai92pciUQi1AzjeR9whRkMBuSAYBvIQFEoFBAObh36bT/7pzUgItVZNbf/RQ7HpUuXNBoN6BBDGqLbX0UPgs1m+/777xctWtTTZFgeCRiGAWuk49fZZrMdOnSIx+ONHj1aoVDcvXs3ISGhvLzczc2NwWDk5eWB/Be8MNRqdXp6uq+vL+igd/tdxumx9x0JhmEqleqHH34gkUirV68GqwFr0GvXrtHp9MjIyJCQkMbGxqSkJCcnp4EDBzo7OyMIIpPJQDlRrVbPmjULdBX79OnT/mwREOgCAgIetMFjX7r+/fufPHlSKBRmZmYmJydDXP1BWLduXdt7e9Icjuzs7Ly8vISEBLD4rq6uPdbzwDDs8OHDnp6eUNX19AJyr52SvJBIJHv37p07d65YLE5PT/fy8mKz2XV1dYGBgWazuaioKCQkBLcDhYWFMpksMDAQdAE6fvSOAMOwc+fOxcXFPcjOQ/B+w4YNiYmJoPmGIIjdbr9z505ubi6dTh8yZIiHh0dxcXFqaipIKwFzrrq6+vbt20A/mjx5cl5eHsS523/KoN8KnTE6jmeKw9FOuLi4XL169cSJExKJZObMmS+//HJ3j6glgA9RU1Njs9l8fX3r6uqUSqVIJGpR69VdY0Me8Q2EYVhpaWlMTEwHD22xWMrLy0FXA8MwPp8/cOBAu91+6dKlcePGMRiMsLAwx7FRqVSRSKRSqZ4EQeExAFfgviMB+fZffvmFxWJptVqoj2hoaODxeEql0svLi8ViQTDZYrEwGIz09PSioqJ33nnHbrez2ez4+Pjr168jCNLQ0HDkyJHy8vL3338fb3LxUHC53A4SjB4EFEVVKpVQKIyOjoamGG3goQ7Hk4ZAIKiqqrpx40Z5efmIESPefPPNbn8VtYbNZquqqgKmtslkKi0thXYk3d5+7PGW0XK53G63ty6gfdRDy+VyhUIxbdo0yN1AjLOxsfHcuXOQUQ0PD3ccnpOTk06n02g04LV3O8aMGfOgP1mt1szMzD179rDZbIVCAZWV9fX1YNyCgoIUCsXNmzfd3d2hKObIkSMajQZ02IAUf+LECQ8Pj7t37544caKmpmb9+vXu7u7tHFi3h38AT7HDERISsmbNGq1We+vWraFDh3b3cO6PzMzMP//8E8glCoVCKpWGhISMGzduwYIF3RtENRgMD0rHPghQq9bxQ5tMpitXroD60FdffUUikTIzM1EUra+vb2ho8PLyggSnWCx2dnYGfrufnx9UDnf86B1HG7ZYLpdv2rRJp9PV1dVVVVWVlZX5+fkdPnx46tSp4eHhly9f3r9/v9FobGxs9PT0nDFjRm5ubkJCwo0bN2Qy2XPPPYeiaEZGxltvvXXx4sVFixYdPXq0qKgI17nvyMA6guDg4HPnznVjf4pHhYeHx0cffWQymXBt6e4e0X3Q1NS0ZcsWqVSqVqvhgXFzc4uNjX3//fdxEZ1uATTEftQiYejX3fGjV1dXp6SkXLp06f333x88eLBer7916xbw6iCblpmZ6ezszOVyIaUiEAgoFEoPUedsewIWFRX99NNPJBKppKSkpKTk+eefxzDsyJEjCxYsiImJuXjx4vnz50Ui0ZgxY/r27evv73/p0qWoqKjjx497eHjEx8dDV6lZs2YlJSUtX75827ZtlZWV7Xc4esJSDXmqHQ4EQYA9AKyCHnJBWyAhISE2NtZgMFRUVECFEofDgfLR7h3YYwQ/tVrthQsXFixY0MFDs1isRYsWqdXqc+fOwTdEIjEpKSkmJgYImFar9dChQ3369Hn++eeBL7Jr167GxsY1a9Z0e+070AgwDIORWK1WUEaBx4/H423YsIHBYDQ3N1++fBnqXV9//XUSibRnz549e/YsX768pqYmIyNjwoQJFotFLpd7eXlBWSOCIMePH4+MjHR2djYajT///LPZbE5MTOze80UQZPXq1fAuKSws3Lx5c3FxMV6Y15NBoVASEhJ6Asv4vhCLxV999ZXNZisvL6dSqdAhyLFAqbtAJBIfwzqlp6cHBQUBafSxgaJodHR0VFRUQkICLIcoFEp1dbVOp3v++efhVjY0NBw9enT27NngcDQ3N3/66acTJ06cNGlSRw7dKQDZElgjQQADXkzwBPr7+2/ZsoVGoxUUFDQ2NrJYLDKZvGzZMiKR+Pnnn+fm5q5cuTIpKamioiIiIgKaQQqFwpEjR0IDr3379o0dO5bFYoGrCsUH3X3Gj4ynmMPRTgDtCNbQHh4edDo9JSWFz+fHx8ffuXMnODiYx+PV1NSAuGxQUFC3O8tGo1EikXh5eeFxYL1ef+PGDU9PT39//+rq6tLS0vj4eA6Hgwc/pVJpc3NzSEiIUqlMS0tjs9l4N+pOHJhCoTh37tysWbM6ZbfAn8L1PBzFkeBP6D2AZAKoj3T7y8NgMGzfvr25uRnUvqFjBYfDAeUoKMDm8/mwTKyvr4dW0aDXhCCI2WwGCQQOhwN19vCOsdvtfD6/tLQUUragZYcgSGvTD9fKMUdApVK1Wi10Mezbt++0adMe9MJ4vKtXVVXl5eVVVlYWFhaGl0l3BF2jw/FQAHM5Ly9PJpP5+/vz+fwrV66QSKTo6OjGxkYMw6KiooqKikDmwd/fv4WSfdfDbrdXVVW5ubnhNspms+Xl5el0OkjzpaSkBAUF+fr6Ov7kzp07UVFRBAIhNze3srIyPj7+SZQ/nD17NjAwsLMa7uCCjfC0Iw6aio52A/4LdPVuT1IjCCKRSH755Rcymezh4WE2m0HplcVigXHQarW4fI7BYFAoFDjvEHrTQ4tKFxcXCoWi0+mgUBaXqy4pKXF2dgYFswdVujoKXQJoNBpImRkMhtjY2Ps2h3oM/Bc5HO2ExWL58ccfi4uLvb29X331VQaDkZubO378eJPJVFtb6+LiUlBQQKFQsrOzZTLZ119/3Y0OB3A+Kisrr127Bu4FiURycXGB5/X27dsYhoGmDYSLtVotqIn7+fmRyeSSkhImkykWi+vq6k6fPu0o1NEpUKvVnfK+ATiKZ+DWpPWf4L89JJmCIAiNRlu2bBkU2iAIAoRzkIeC0D3I+ICKJa6PgotdOuoiQKQEtKRApQ20SUAc6UEDgEO3cClAKQFFUVzyqBMBjW23b9/eiXe/h+Dff/+9dOkSjUZbtWoVjUYrKysDokBJSUlAQEBycjKRSKyrq0tPT1+/fn03OhxQzCKTya5fv85ms93d3fl8PlB2UBQtLy9nMBhubm6gB3P37t3Kykqj0QiaEF5eXkVFRaDN5e7uvm/fvvnz53du1gbqYDsY3nCEYxuBFkastXHo9iUiDrFY/NFHH+FOEigdgJoZntfDfQJH4wBnhBsHuN14Z0oEQeh0OtT4gPzPgwYAjfpaWACDwQCCHN3uMSP/BYcDmvdwuVyz2ezv708gEN555x3o1Lp06VISiVRfXw+NmlJSUqArR3cN1Wq1fv3118eOHVuzZs3mzZvLyspcXV23bNlCJpM3b9788ssv37hxIzs7u1+/fhwOZ8WKFdC1eezYsYMHD0ZR9O2334bmUtBNqtP9fejk3rn7fOrQwvvpSIqn9W8flVXTNdBoNKBn090D6Xw899xz48ePxzDM19eXSqUuXbq0qqoKep3T6fSGhgYGg0EmkyMjIx1bVXcLrly58vbbb7/44osGg+Gtt96iUqnvvffezJkz9+/fj2GYu7t7cnJyZWXlu++++8knn1y4cIFGo82ZM6e6unr8+PEbN24sLi4eN27cjBkzoFT7SYyw57z4uwvo/20Q0ZHr3NoUPBu299l3OCwWy8GDB7lc7owZM9RqNY/Ho9PpwAf29vYGoUCBQFBXV/fvv/8OGjSoG4cKwl9nzpxJSUmZMmWKn5+f1WoNDAw8cuSIyWSyWCwjRoy4e/duY2MjnU4/cOAAhmGNjY1Wq7WiomL8+PF//vlnWVnZ+fPnBQLB4sWLO314oGo1c+bMTt9zazw06t7t4dP/DjIzM0ePHv1UV3Q/CGfOnGloaJgzZw7Eluh0usViSUtL8/b29vLyqqiogHjSli1b1qxZ071DDQwMFIlEWVlZ/fr1++GHH0wmU2JiYkVFRXV1tbe3d58+fWpra6VS6eXLl1esWPHhhx8qFAqj0djU1FRXV/fdd99VVVVduHBhz5490Mexc8dGJBIrKysbGhoc25g9ObRtHHotQ0/Gs8/hwDBMKpVmZGRotVoPD4/o6OjU1FRoNwyZCIgYNzQ0SCSSsLCwJ9TDqZ2wWq1ms5lMJjtS60ErBgRVHYvWHOPziEPDDuR+ociOQyqVHjt27NVXX30SUxqGbbVa5XJ5SUmJ3W4HIUhoAwHKylarNSIiwtnZGXQG+/btizeL6bUy7cHjXaU5c+b8/fffZ8+eHTduXKcMo+dwONRqdVZWVkNDg1gsTkhIyMnJodFoUqk0IiJCo9EAI6G5ubm+vt7X17d7I9K4EWjBZAK5OeiT7Fg3jjq0O8A/Y/+3jVwnYv/+/dHR0UD67nQAb8Nms5WUlMjlcpPJVFdXl5ubC18KBAIoavPz83NxcYEmMsHBwTj7tdc4dDr+i8Jf7QSeJ0MQxGKx4FLzjizibh5iK0BDSDab3WJsrS11Vw4eMoudztwE5kpTU9PJkyevXLkCwlk0Gk0gEJSVlXl4eMTFxQUEBBQXF1dVVf3777942Z6bm5uLi8vEiROnTZvGYrHYbHYPlFvoUXi8G4ei6KlTp8aPH//BBx9s3Lix4+5Cz3E4kHs5dei9gv/JkbPcbeO7H6C3opOTU4+yDAiCgLBmpxffQQfXvLy8Y8eOFRUVIQgCGhWQCo+IiIiJiWGz2dXV1cePH8/JyUHulS66u7sHBwfPmTMnOjqaxWK1bnjbi46g1+F4IORy+eXLl0FvXywWz5gxo6Gh4dq1azQaraqqaurUqUQiUa1WM5lMT09Ps9lcWVkZFBTUXU8n+PI1NTVmszkwMBAfBoZhd+/e5fP5BQUFxcXFoCn+yiuvQGJPJpM1NzdnZGT07ds3PDwcepC26ArWA2G32+vq6k6dOnXkyJH6+vqRI0f27dt33LhxIH+E9+HEORMmk6myslIulzc0NJjN5jVr1hiNRp1O5+Pjw2QyR44cOWbMmD59+kDDs+49tZ6Jx7ssO3bsEAqFU6ZMQRCkoKBAKpW2vf1DS3l7iMNhMBiSk5PLy8uhsHnhwoV6vf7y5ct2u10qlcbGxvr4+DQ1NZHJZB8fHwKBUFJSAjHR7howVF1mZGQMGjTI8VZClyUmk3n16lW73a7VaseMGQPyLWazubq6urGxsbq6GrTeoTsaKI5314k8FFDVlZWVdfTo0fPnz7NYrHHjxkVERAwZMgQKUggEgsViAQVF5F67pZqaGmhod+HChb1790I4RywWe3t7jxkzZvjw4T4+Ps8GE6Lb0Vulcn+YzWaoJkpMTIRmYAQCAW/5De3s//rrLwKB4O3t7ebmlpycDKJv3TJaaFNkNBrFYrFKpdJoNGw2W61WGwwGsVhsNpuVSmV8fDwU98rlcqj2RhAEZho0lkMQ5PLly6WlpYsWLerExtnth8ViaWxsdHd3b8OiQcul3bt3HzhwgMVicbncN954Y8yYMb6+vo6/amHcaTRanz594OdWqxX6qmzZsuXatWt1dXV///33kSNHnJ2dX3vtteHDh/dkqfunC6+++ir+uf0qZD0cNputuLiYwWDMnj2bRqPRaDRo426z2YKDgy0Wi5+f3/79+3U6HZ/Pd3d3LykpSUlJWbJkSbeMFsOwhoYGtVotFArd3d2bm5sFAoHdbq+trQVxT4lEAoINdrtdpVK5urqCZdDr9fn5+fCSRhBEKpX+9ttvL730EjQ/guKFrjyL5uZmGo3WBjEfylwvXbq0c+fOO3fu+Pn5eXt7r1q1KiwsjMfjOY7WkaOKoqiTk5OTk1NkZCSGYYMHD3799de1Wu0HH3wglUpzc3Nzc3N37twZHBz85ptvRkREMBiMXuPQLei5EQ6Qua2urvb09IT1rtVqJRKJBoMBiA50Oh36BxYWFoLfCu2CxGIx9PiGFkHXr193dnaOjIzEsyeQGgBlC09Pz6KioitXrsyZM4fJZObk5Hh5eZHJ5E7pGPKoMBqNX375pVgsjo+Pv3DhwiuvvOLm5pabm1tcXDxjxgzYxpG3UVtbW11dDW1s7Xb79u3bhw8fHhwcDJWWKIoeOnTIzc2ti5mwVVVV27ZtW79+/X0VHsFXuH379ssvv0wkEhMSEr744guRSASloY9RTG80Gg0Gw40bN/7999/MzMzq6mo6nS4QCNatWzdp0qSHNvp6VEDiX6vVQrMlxEEtgEwmQ7oH3xisPIlEAgIKVKahKAqFbQaDAa/LN5vNTCYTX661UNpoJ4Ak38YPH+9SPGo17EPJ+R2McEDSrby83N3dnU6nw7Wy2+1QTgxZP5FIRCQSS0tLYdaDCoJAIODz+XB9jEbj9evXmUxmVFQU/pDAlc/KyiIQCOHh4RB+mzBhgpeXV15enrOzM4VC4fF4XR84xDDs8OHD165dmz9//unTp4cMGTJgwACDwfDnn3/OmzcPf3872rfk5ORBgwZBK/Ps7Oxbt24tWrTIZrPZbDYKhVJXV3fgwIEVK1Z0pQyr3W7ftm1beHj4sGHD7nuOcBPXrVu3a9eugICAl156af78+VB2jvxfeYn2AMMwvV4vk8lOnTp1+vTp3NxcmLbx8fFfffVVSEhIp6/E7HY7UExw44B/AJEex42hlSOFQrFarZDcxxvdQSiLQCCA1hko96D3Gq8gj34pkHv1w51lDJ/BlIrVal2/fv2+fftef/11KpWqVCpLSkqGDx9eVFR08+ZNiUTi5+f3888/Ozs7Hzhw4OjRo8OHD79582ZUVFR6evqnn34aGBhot9t3796t1+vDw8PJZDI0c0IQBMOwCxcuNDU1zZkzx2KxrF+/Pj4+fsKECXq9/q233vLz89NqtR9//HHXS/4BmwFFURqNdubMGRcXl6ioKPyvrbO2crlcJpMFBAQQCAS5XP7xxx9/9tlnQqGwurqaQCBkZ2eXlpYuXrwYjE6XAdqP8fn81g83uBq7d++uqKjgcrnffPONq6trp2hBgpEtKyv74Ycfjh075u3tXVRUNH78+HXr1jlmpjoOi8Vy7Nix4uJi5J76BYlEMplM0CPXYrGAFTObzfAnBEGoVCq8CwkEAqhJGo1G+AmCIDweD+wLn8+H7UHG40FvAgj4y+VyaAxrsVjAoWlubqZQKB999JGLi8uDBt9DVnUddDhsNtvWrVt/+eWXWbNmhYaG5uXlqVSqsLCwmpqau3fvFhYWurq6/vTTT0FBQefPn9+xY8fIkSNv3LgRGRmZl5f38ssvDxkyBEGQpKSkvLw8aJk2ePBg/GoXFRUdOXLk3XffJRKJO3bsMJlMS5cuJRAIn3zyid1u1+v177zzTgc7hjwG4PE2m80MBqO+vv7SpUtz584FItp9iSZWq7WgoCAoKAiaM2/atCk0NHT8+PFKpVKhUBgMhkOHDs2cOTMkJKSLIxx4NVDrv6pUqt9//720tPTKlSsrV66cOXMmkNg6OEJ42AwGw4ULF3799desrCwul6vT6V599dWVK1d2LhFYo9H8/fffcrkcet5COlir1drtdmiaTaFQwKmiUqlkMtlut9PpdJPJZDabKRQK9J/T6XTwDbSTRVHUYDAIBAJwMnA/5r4DsNlsjY2NSqXSZrOBcYAtJRIJl8v9+OOP+Xx+p5zpM5hSAfoxKOjxeLyhQ4cmJSUxmUyFQiEUCr/++msfHx8ul0sgEMaOHZuXlzdv3rympqaamhoQv0IQBEXRGTNmXL58ubm5uQV9mkQiQaY5Pz9foVCAZA2VSp04cWJOTs7QoUO7RREB6E4IgkBhPXx+0HxDUVQgEICAD4ZhN27ciI2NdXZ2ttvthYWFFouFx+O9+uqrXe82kUik+5ZQms3m48ePv/nmmy4uLt98803//v07cbbDKtbPz2/q1Kl2u33KlCn79u3bt29fRUXF5s2b4+LiOmtVSiKRpk2bhmHYnj178vLy3N3dMzIyhgwZkpqa2tjY2NzcvGnTpv3791+6dGn+/Pl6vX7SpEkXLlw4f/48tKKGTFl8fHxdXd2MGTMiIiIedQA4Yx+5x32Gf00mEwh/dcpp9mRgGAaN7kADdMqUKRkZGUKhMCsri06nb9myJTw8HHRohg0bduXKldmzZ1sslsrKSkiUwE5GjBhBJpNlMlmL3J/ZbB47diyJRKqrq8vOzp4zZw48OePGjUtOTg4KChKJRF1/yvB4QwEdg8Hw8fFpOxwIBfbwGapsli5diiCIXC6/desWn8+fP3++h4dHFzugD9KegvL+Dz/88OjRo/Pnz9+/f39gYGBnhV7gHBkMxsCBA6uqqmJiYkJCQn788ccvv/yytrb2s88+c3Fx6azrwGKxFi9ebDKZNmzYwOFwrFarVCoNCAjIyMgoKyvjcDjr1q2D486ePdtms40aNWrXrl13794F8XKxWGwwGGJiYurq6pYsWfIYfi1UQkAUxLFMCYxDT2iH1HMjHBiGgZImi8XCMAzWkcAVstlsUBgJW9rtdoPBAFlJvV5PoVDwFJ3jWsqRgIl/qdFoDAYDGBG0lcZ2N8Kx/LU9G8NyuYX2TrefBQBWNrt27dq5c+egQYPeeecdPz+/JxSXbm5uLisr69ev3/Xr16dMmQIdLH/66afhw4d34tWw2+179uzJysry9PR0d3f39PQsLi728PDYv3//O++8c+TIkYqKirCwMCaT6ezsrNPpUBT19/cH13bHjh1eXl5SqXTUqFGxsbFdeY96zvPQwZ/r9XpIQkFlhNlsRlEULAOUMOBb6nQ6BoMBxQ4kEsmRLOlYNdpibCiKGo3G5uZmUAF3tAxId1/G+w67DdhsNr1eDyd+X3vYvcAwrLCw8P3339fr9bNnz37xxRefEKEVwzAQqvf39//888/Xr1/P4/EGDhz4yy+/uLq6duIR9Xr9pk2bQKTcy8sLIg0SiaS0tPS1117bunWr3W4PCQlBECQwMBDshlAoNBqNbm5uO3fuDAwMlEgkL774YgtCW4/CM5hS6cWzAQzDZDLZxo0bz58//+uvv8IrtgsmktFoPHHixI4dOy5cuBAYGPjHH3/Amriz9u/om+Kf8XdSi/8i/1e3GP9h1y8xH7oNm82OjIy8c+fOk+vQ1kOqVHrR7cAwLC0t7d133+3Xr9/nn3/eghb65NDY2Pj777/v2bOnsLBwxowZP/30k1gs7sRDO9Kw8Kfd0Rq0+G9PMA6PhMd2OHp02WQvngEYjcZ169alp6dv2bIlOjq6y3os0Wi0mTNn/vzzz1OnTi0pKXn55Zfv3LnTia86FEXxc8E/4w1TUBRtaGjYs2dPi4AZhmFNTU0NDQ2g9GC1WpuampRKJXZPlwm6OgH1DLInXfl6JhAIt2/fTk1NPXPmDP4l9ojostH24qkGhmE5OTlLly4dNWrU6tWru8zbQBBELBa/995733//fVhY2OHDh5cuXdrc3NzpxgH/DHDsppSbm3vy5MkWjoXNZquvr29qaoL/ms1miUQCLd+Qe+E6hUKhUCgsFkvXG4dOQa/D0YsnBZghX3755fnz5ydNmhQWFtaVGgYmk2n//v2nTp2CSENJScn8+fPz8vK6YIpiGFZfX//pp58eP34cjAIOq9V67ty5r7/+GkSKmpqaNmzY8OWXX1ZVVcEGp06d2rhx46pVq5KSkurq6j7//PP6+vouMyscDgdqwmNjY7vmiL34bwLDsOzs7GXLlrm5uQ0fPvxJNLBtAw0NDb/99lt+fj68tk+cOLFixQqVSvWkJxrM8by8vNWrV9+8ebOFm24wGI4cObJhw4ba2loEQYqLiz///PNvv/1WLpeD6fjrr7++++675cuX37p1q6ioaP369fha5WlBb0qlF08Kdrv9119/3bJly19//RUeHt7Foq4Wi+X69eu//PJLUVGR3W6XyWS1tbWTJk36559/njSzsqKi4vXXX/fy8qqurv7oo48GDhyYlZWFomi/fv2USmVGRoZOp+NyuUOHDrXZbBqNJiUlRS6X+/n5DRw4ELrFbtiwYeHChUlJSUqlsrKy8quvvuoUenl7rv8PP/wAkaEvv/wSvnGMdrQHD1VAf7pMZC86HRiGKRSKadOmxcTEfPrpp6AR3JXGQaVS7du37/Tp09nZ2e7u7pmZmWaz+euvv3777befaM0zhmHXrl1bvXp1eHi4QqH48MMPw8LCkpOTAwICfH19GxoaQFgvMjIyJCTEYrFoNJqDBw8KBAI3NzfICGs0mq+//vqdd97ZuXOnxWJRqVRffPHFE+rG1waewSqVXjztqKqq+ueffz788MPQ0NCuLPcHkMnkoUOHDho0KD093Ww2y+XyhQsXXrp06erVq2PHjn1s64ZhmNlsJpFIbVQP8fn8d955R6vVnjlzhsvlEolEb29vAoFgs9l+/vnnnJyc2traoUOHRkdH7969u6ysrKys7PPPP6+pqYG8782bN0UiEagY+fn5/fjjjxkZGSNHjuzAxXgEvPXWW2+99ZbjN53VQqUXvcDx119/cbncpUuXPom+1g8Fh8NZtGjRggUL/v777xEjRmzevPnHH3/8/fffX3zxRTc3t8feLRiHB8VxIdTq4+OzZs0aqVR6584d0IsKDQ3lcDh6vf7rr7+ur69vbGycNWuWp6fn999/D6rK69atg5gHiqIXL16MjIxEUXTEiBFubm5ff/11SUlJeHj4Y4+5i9Eb4ejFE4HNZlu7dq3JZPr888+7vjTXEWVlZVVVVfHx8fPnzz98+PDw4cOPHDnC5XIfb282m+3IkSP5+fmORVKgpwTSPRQKhcvlgtFpaGjw9/cHNSoQp6qtrWUymdARw9nZuaamJjU1VSAQDBgwAEqliERiRUUF9BSsra1FUZTJZPr7+4PqlNVqbaMJOIVCCQkJaSNv1UNoaL0Rjv84ysrKXnrppU2bNnUuj/sxcObMmdDQUJ1ON2nSpMrKyrVr165du/axBcGMRuNvv/2mVCodaRl2ux0qqqB2UiQSQX5ErVZ7eXnp9XqgeVkslpqaGicnJ1gdubu7Z2Vl5ebmuri4DB48GCpaiURiYWGhQCDgcrnV1dVUKhU3DmBeHtR5FMMwBoPRp0+fztI6+09XqYBfaTAYusVZ7sV9UV1dvWjRovXr13dx5Wdr6HQ6m83GZrOPHDmyevXqhoaG3bt3T58+/fFGhWGYyWSSyWR6vd5utzc1NVVXV+v1eo1GA+LKrq6uJSUlIBJDpVIVCkVmZiZUcQPVy2AwKJXKwMBAV1dXBoMBel91dXUgP0oikWw2G7ySQZEaWCCOHLQHjY1CoQQHB/c6HI4Hslgser0elpJdc9BetA0Mw/73v/9VVVWtX7++22VjmpubuVwuhmEffvjhP//8Q6VSL1265OPj83h7wzBMo9GoVCqDwWCz2WpraxsaGvR6Pcj6eXl5wUz38/Njs9kUCqW2tjY/P9/Z2dlisSAIAr9SqVTh4eE8Ho/NZvN4PARB6urqQFoD5LbBQYEga/uNA41Ggw66j3dqLfBfT6ls3bq1sLDwhx9+6BbBrl60AIZh169fHz16dExMTLe/5PD4yqRJkw4cOPDvv//u379/ypQpj5flQVGURqOJRKK//vqroKAgJSWFTCaPGjXqxo0bdXV1X3zxRXNz80cffdS/f3+j0Thw4ECDwXD48OHRo0cjCCIQCLKzswUCAYZhFArlueeew8fg6uraWef7hBAUFLRq1aqQkBBclxpF0VWrVi1ZssTNza2srGzLli2//fZb9w6yNQ4fPnzo0KFff/31vmJ0veh66PX6rKysTz75pNu9DQRBhEIhfFixYsXRo0erq6vPnz+/aNGix7NaKIpyOBybzfbvv/9WVVVdvnzZxcVl6NChx48fJ5FIW7ZsuXLlyk8//TRgwACdTvfcc8+lpqYWFRWNHDlSo9F4eHicO3cuJiZGoVB4enqOGTMGdyPc3d077YS7G89IhEMmk1ksFtCMq66uZrFYvfal04G3DnnobLTZbG+88YbVat22bduDonxdD5vN9sEHH3z33Xe+vr6pqakdmcYYhtlsNtDzMZvNrq6udrtdo9G4ubnp9XqoK2EwGHQ63WKxoCjq7OyMIAiBQCgoKKitrcUwzN/fH9dct9lsjnV0Tw6P7fyNHz/+8OHDNBpNp9Ph74lvv/323Xffddxs48aNq1evfujeujLCoVar1Wo1qGo2Njba7fZOVJbsBQByBG0QmxxRVFQ0adKkXbt2DR48uAvG1k40NzdPnDgxPT39xRdf3LVrVxuJy4cCrobJZGpoaEAQxNPTU6VSIQgiEomgrTeCIBwOh0wmG41GOp3O5/PtdjuBQLh165ZarbbZbBEREXjZjs1m62JGbXvwn45woCiKO6oIgmzZsmXy5Mld8DRbrVaI1j7pA/UQnDlzhsPhtOfCarVahULx1ltvdWMv79aw2+1+fn48Hq+xsbG4uLgjDgeENEkkkq+vL/4lxD/ZbDYo5d8XYWFhYWFhFotFrVYjCGI0GjMzM69cuTJ48ODIyMirV6/evn170aJFbfRD6Xq4ubn9888/wITH1cDCw8NXrVqFIIher8/Jyenbty+bzX7vvfcOHjx469at7hyuA1AU5XK5OF/n0KFDPB7vxRdffNLHBUcHii+e9LF6AjQaza+//vrWW289dHWBYVhpaWliYmJ0dHTXjK2dIBAIffv2zcjIyM7OVqvVsEJ4PKAoSiaTyWQy3k8DryIRCoWOryockOlISEhAEMRgMIBstFqtvnPnzrVr16ZPn+7q6nrhwoWKioqlS5f2BIXyx8YzOB/69euHd0x4ouiaVWnPgb+/P7xTH4pbt27R6XRoH/+EB/UIIJFI06dPnzFjBgiEdP0ArFbr3bt3rVZrVVXVd999Z7Vaz549e/Lkyejo6EuXLn311Ve3b98eMWJET3NhV6xYAe/s999/H+fwQ0uz5ubmyMjIAQMGhIaG1tXVoSj6+uuvd+tg20JgYGBkZGTXHKuHK0V2Lmg0WmhoaHvO12QyHThwYO7cudAoqueAz+cvXbo0JibGYDC0aOvaNTAYDEVFRRiGpaen//nnnxiG/fnnn5mZmVFRUceOHfv0008lEsnIkSM7EnrpCXjW3pd2uz0nJwc8xCcNqEroggP1EKD/txdDG4DXkmOj9p4AiITx+Xyj0QgBhq4EhmEVFRW7du2CXAzoKt69ezc3N/fEiRPDhw9ftWqVWCw+evSoQqHoUXUc48ePRxDkwIED3377LbDbEASZPn06giCbN28uLS1FEKS2tnbr1q0IgkAv1h4IDMMKCwvVanUX+AGQy//vOBzAXmzP+ZLJZG9v725x99sGiqLBwcF2u12tVne9w4FhWFpa2okTJxAEMZvNTk5ONpstPz8/LS0tJSVlypQp77//vt1uP3r0qF6v7+KxdS6eNYcDw7CZM2eKRCKr1Wq1WqGnc0978z2lsFgs7bQU2dnZ6enp+fn5PerKWyyWoqKiuro6DMO6QFWwNWpqaiZMmEAikW7dujVx4kSZTFZeXr59+/Zvv/1WIBDk5OTMmTNnwIABZ8+e7eKBtQ1/f38EQQ4fPox/ExYWBg2Zjxw5gn+ZmZmJIIinp2eXD7BdwDBs+PDhffr0sVgsvZah06FWq9tzMQ0GQ2pqakpKikajefKDegSoVKr8/HyVSgVafF1vHBoaGiZPnmw2mwsLC0eNGlVaWkqn03/55ZcNGzZoNBqJRLJ48WIXF5cbN2508cA6F88Ch8MRGIbdvn17165dUIWo1+uJROInn3zSY+1gjwWGYUql0tHDYLPZ3t7e7fktgUCAIEePWqlrNJpXX301Ly8PQZDi4mLs//ZSaifsdntzc3PrNRBezkqlUlkslslkolKpUEMLG1utVq1We+7cuczMTBKJ5O7uXlZWNmLECGA3MxiMGzdunDhxgkqlvvjii3jxG+wcimMhfwdLSbiw8D0+BtBy7fSFNURx5XI5/k1iYiKCIFKptKCgAP8Synp71B1vgZKSkh07dsAF1Ov1BoPh3XffjYqK6u5xPX0wm81SqdTxXg8bNqw9ZV8oilKpVHd3964JQrcfubm5s2bNkslkBAKhurr68aS0oDVSa8eLRCLB7GAymbiajtVqNRqNoOID0qt//vkni8Vyd3dnMpmZmZmTJk0CugaHw/nnn3/++ecfJpM5YcIEqK7HuzhBeKlt49Cik0s34llzOIhE4gsvvDBjxgyTyQRWm0Ag9CgK3lOE69evw7IVYDabJ02aFBcX99AfMhiMsrKy4uLi0NDQzqr87jhoNFpUVNTNmzcRBOnXr9/j8W+sVuvp06eh0sTxewKBoNPpdDodmUx2c3Orr68nEAhALNXr9fCZz+dTqdSmpiYKhfL9999rtVoqlZqVlYXcswjgqezcuZNEItFoNKPRyOFwiEQihUKRSCQikYjD4UilUhqNptVqa2trvb295XI5l8uVSqUMBmPUqFFjx47t9Ave2Njo4eERFBR07tw5+GbSpEkIgly+fNlxM+i4LZFIOvfonQUURceMGZOYmAguINhliNP04lGhUCj27t3r6DRQqdSVK1c+dE7BRLhx48akSZM6QszsdLi7u7u4uDQ0NAgEgpCQkMd7MWs0mn///Re0vPAvwTkwGo0KhcLJyYnFYkFvFBqNZjKZKBSKRqMRCAQkEkmr1RIIhKKiom+++Uan01GpVJhxQFGn0+kmk2nTpk0MBoNIJJpMJg6HQ6FQiERibW2tl5cXg8GQSCQsFkupVDY0NPj6+spkMg6H09jYyOVyx48fn5iY2OtwdD7q6+sDAgJ6znvu6cWECRMgfw9of/y5b9++BAIhIyNjypQpT2ZojwODwQANY+l0Osh6PgbIZPLLL79ssVg2btxYWlpKo9EsFgtYqIaGBrlczmaza2pqOByO0WicMGECdEHD+cXwr9lsbqOxKqx4IGQCixKTyUQkEu12O5FIJBAIYMLwKAuFQoE3KIVCeRIs5mvXrs2ePfuNN97Ys2ePSqWKiooaNWoUgiCnT5/Gt6FQKG+88QaCIGlpaZ0+gM5CY2Ojm5tbp3Sl+Y9DJBK98847jt9YLJb2RDgoFMrgwYO3bdsGRKVuf//hqK2traioQBDE2dn5sQmtPB5v5cqVUqn0yy+/1Gg0VCrVZrOBtIZUKtVqtWQyWalUurq6ajSaefPmQccDu91OIpEwDCMSiRATRR4cKbRarSiKEolEKJcFaTu4jHgMA75E7nkqZrOZQCBQqdSecLWfGocDcn4PrQiSy+WnTp1q0QyiF48BPGSHfwMRo/Z4cu7u7sHBwYcOHVq4cCGuNtG9gAwRDD4gIOCxu6HClCaTyeHh4UajcciQIefOnbNYLAwGA2KkNBqtb9++o0aNgq4H953njypP173c5F9++WX27Nl9+vTJz8/PzMwcMmQIkUhUqVQHDhxAEIRMJg8fPnzNmjVQDLxnz54uHp5erzebzQ9VGTaZTIcPH162bFmXDewZRovgPLzh2qO4QyQSBw8e/MUXXxw4cCAyMrKHiPRYLBaILiAIMmLEiMcOvcBl4XA4ISEhKpUqIiLi2LFjVquVTCabTCaj0Wiz2YYOHRoXF5eSkuLv739fF62n1e90Lp4ahwMYXg91OOx2O/D/u2ZU/ymo1Wq9Xt8eNgyFQpk8eXJSUpJMJsOL0bsXNpstKyuroqKCQCA8//zz7azvfRBQFJ0yZQrEb8aOHXvfbRYuXIj8X48NlI8xDHu6ShhSUlK2bdu2bNkyd3d3XLxk9erVWq0WQZDg4GCc5Xr8+PFHbS3bcVitVmhr0PZmYD3+U3XsXQYMw8rLy/v27due1UhoaGhUVJS7u7tWq+0J8owYhhmNxuTkZLPZzGAwXnzxxQ5Gx2k02tKlS+HzhAkT7rvNK6+80noYCoUC2qN05Og9HE/N9BMIBO1xPIVC4YIFC9ppzR3D2iBKj9wTkcS/B9k4WNzb7Xb8M3wPvwLSu2PGwfFXLfbZYv/4xo4bwG6BT4QftNsZ9QKBwNPTsz3XFkXRxMTEpqYmiFJ2O2w2W2pq6s8//8zn8z08PEaPHt3B9z3abjj+CsOwbdu2df0rueNYsWIFtKFBEKShoeGNN9749ddfW2xz/PjxLtDUag0Oh+Pq6vrQG0qn01977bV2yhjc1zLA5xaGwtEIOH6G6QxftrAn8Kt2WoYWG8P+8S1b779bQCAQwsPD2+nMcbnc0aNHX7hwoVvkLloAUhg7duy4du0ah8MZMGBAnz59usU4mM3mtWvX5ubmduyEejqemghHO9H6Wamvr8/JyRk1atS1a9diY2MVCgWfz2cymXq9/syZMywWa/DgwRkZGRkZGRMnTqTRaFQqNT09PTo6GtpbGI3GHTt21NTUvPzyywQC4dixYwaDYfbs2eXl5Tdu3Bg1alSfPn22b9/O4/H4fH6/fv1MJlN0dLTRaDxx4oRCoXjhhReYTGZSUtLdu3cjIiKUSuWIESOSkpJmzZqFx9VlMtnGjRvDw8MhDk8mkwkEQnBw8NWrV9VqdUBAwO3bt5VK5dChQ2fPnt2N3JRHmocBAQERERHbtm2LjIxspyjQk4NKpfr2228vX75MIpHWrl0bFxf32OPBLftj7EEqlUJPuydxNUDNjMlkPomd2+32jRs3bty4Eaisjn+Sy+VffPHFhQsXrly50unH7US0vixqtfrSpUtjxozJzc0FxVgCgeDk5GS328+fP28ymRITE2tqalJSUuLj4wMDAzUajVQqJRKJoB6GYdjhw4dv3749dOjQ+Pj4v//+W6VSxcfHu7q6HjhwIDg4eObMmTt27DCbzRQKZcyYMVKptH///mQyOSUlpbi4ePjw4cHBwTk5OWfOnAkODtZqtWCIYmJi8OZhdrt9+/btEolkxYoVly9fJhKJdXV148aNu3PnTn5+fkxMTG5ubn19vbOz88qVK7uXm9L+p45AIMycOXP37t2//fbbe++9h6twdhfy8/M3bdrU2NjIZrPXrVsnEAgee1dgHB5vApaUlFAolCckwPpEjcMj4amJcDw2WCzWH3/88emnn/7zzz8qlWrTpk1Xr17FMKysrCwnJ4fFYqnVajqdPnHiRC6Xe/DgwU2bNjk7O+OxPgqFQqPRsrOzGxsb3d3d7969GxQUJBKJrl+/jiCIq6urUCh0c3NTq9UxMTFZWVn79u0zm81UKjU2NpZAIEAb2379+s2dO9fFxaWysnLXrl3Nzc2ONx4aCSYmJtLp9EOHDv3zzz88Hq+4uDgjI4NGo8XFxY0aNapv374deU12PYhE4quvvspkMvfu3Xv8+PHuWoFVVlZmZWVdunSppKTEbrc7OzvPmDGjI06b0Wg8fPjwY0SbzGbzjh07IiIinlwYuQuWjC28DQRB6uvrP/nkkx7ubdwXdDo9OTn5gw8+2LZtm1qt3r9//969e6Ex09WrV+l0utFotFqtY8aM8fLyunHjxrp16/R6PS5mj6KoSCTKy8srKyvj8/kKhQIW+pmZmdBenEqlRkZGlpeXDxs2rLa2ds+ePVKpFEGQiIgIkUik0WhMJpNYLJ4/f35AQACBQNi1a1d2drbjw0kgEAICAoYOHQrtyDdt2qTVag0GQ0pKisFg8PLymjt3rlAonDRp0tMlQBkUFDRz5syysrLvv/++tra2W8YAOVZw+NRqtdVqHThwYL9+/TpiYxsbG8+fP/+ovwIh/J9//nn8+PFPiNSC00i7Hc++w2G320ePHj1s2DCxWPzKK694eHhcuHAhKyuLwWAEBgYeO3bsnXfeOX/+fE1NDYPBCAoKIpPJP/30E17xZTAYysvLY2NjJRJJZmZmWFhYZmbm5s2bRSKRQCAoLy/XarUajYbBYJw6dSo3N1cgEGzdurWgoGD37t0VFRU3b97cv3//hQsX9u/fT6fT/fz84uLi/Pz8HB9rk8mk1+tVKpVCoXjzzTcnTJhw5coVpVLp4+MDv6qtrVUqlX5+fk9RBhpF0ejo6H79+n3zzTcQiu8WcDicsrKy1157rbGxkU6nf/zxxwEBAR3ZIZFIhL5K2D2084eZmZmXLl2aPn36k7uJPYSC97TAarUOGDBg+PDh/fv3nz9/vk6nq6mpgRdGWFjY7du333rrrf3795eWllIoFE9PT3d3961bt+KrBbvdnp2dHRUVZbfb09PTnZ2dTSbTt99+q1arg4KCysvLzWZzQ0ODi4vL1atXjx07BgG/27dvnz9//sKFC0VFRUlJSceOHTty5Eh9fX1gYGBISEh0dDSZTHZ8qORyuUaj0Wq1ffv2/eyzzyorK9PT00NDQ9PS0mpqaqAdoI+Pz9PFNCSRSMuWLbt27RoIJnXLGFAUFQgEf/3115dffolhmJeX1+eff97BcAuVShWJRI9qGRAEOXnypFKpHDJkyBNaUgLP/Uns+VHxrKVUWsNsNguFwsTERC8vr9jY2PHjx+fk5BiNRiqVajKZRo8e3a9fv5qamqysrMjISF9fXx8fHzqdjk9go9EYHh4eGRnZ3NxcWlrKYrEEAkH//v2lUimBQAgMDKRSqfHx8UqlksPhREZG0ul00K5YvHgxg8HIzMwMCQmB5Yirq2tjY2N4eHhOTg5ov8AhCASCr6+vXC4nEAgMBmP+/PlyuVyr1V65cmXDhg1OTk79+/fncDhQFdlt1/HRQSKRFi9efO3atdTU1Dlz5rDZ7K6M0EAUEdxBOp1utVqXLVvW8ZyU0WjMzc3Nz8+HUnhnZ2eDwQCJBqvVyuFw3N3d73sIlUq1ePHiqqqq6upq4OXgVgm9p9UDHxz/i6Jo+6MpfD7/sSUE/oOw2WwUCmXEiBEajUYoFE6YMKGpqamwsNBisZhMppCQkCVLlqhUqmvXrqlUKqFQOGXKFGdnZ5xJZrFY3NzcIEuSl5dHJBLd3d2jo6NRFNVqte7u7tC+SygUGgyGGTNmiESiwsJCjUaTmJg4fvz4u3fv2u12Jycng8EQHh4ul8tjYmJAq9BxkJ6entXV1aCLOmTIELi/qampy5YtGzp0KJFInDp1KrRxfoqAoqinp+eHH374+eefp6enP/fcc605DU8UNptNq9WqVCqLxUKlUtls9oYNG8LDwzs4Bo1Gc+XKFbD/ZrNZJBJBDz8osXRycoI0fWswmcwXXnghPz8fxgaknIcaB6QdOnv49s7Ozj2hYLDntqe32+16vd5ms5HJZIvFolKp3NzcdDodg8EgkUgmk8lkMpHJZDqdjmFYc3MzjUZDURRMP5lMxssRoR7ywIED/fv379u3b2ZmpkAg8PX1tdvtlZWVNBrN3d0dv21SqZTD4YCfixO1IIxJpVI1Go2Li0taWlpERASKouDKaLXa7OxsDw8PLy+vyspK0Blz9JTtdnt1dbXVanV2dlapVEaj0dXVlcViOd57x+emxZPU4gl7uoBhWHZ29qJFi7y9vT/99NOOT+n2H9dut584cWLjxo2gfhMQELBt27aOVzAZDAbwF+G/ra0AyH0+dCcKhcJsNoNxAd8XQRD4AEX58OSTSCS8QeuDAMV1VqvVy8tr8ODBbURQesgj1MH8GoZher0e+qHbbDalUuni4gIaSiBJYjQaiUQisP1lMhmZTEZRFFIkRCKRTqfjUwx6iXl4eAwbNgw8gL59+6Io2tDQoNfrQdMdoFKpUBSFWhh8/DqdzmAwEIlEg8Hg5ORUVlbGYDA8PDwkEomnp6fNZoMUSXh4uFQq1el0AoHAsXwX0jdNTU0uLi5g4jgcjlgsbqdlcEQPubOPBJPJtHnz5j/++GPevHkrV65kMBhdZhwUCsWuXbt+/PFHFxcXjUazePHiFStWtEdHpG3IZLLCwkL8v6CxgTpIf7ZntaNWqzUajcVigSQIhUIxmUwoisIHECq12+00Gg27J9rRBshkMhQfBAYGxsXFdVZ49RlsTy+VSt94442+ffv6+PigKAp6KYWFha+//jqfzz927Fh9fX1tbe2aNWtoNNrJkydv3rzp7e3d0NDA4/E0Gg3e2RJsTb9+/UBV0Gg0mkwmnU5Ho9Hq6upoNBpEyBEEAQMRGRmJYRiIOWIYRiAQzpw509zczOPxvLy8nJ2dITJhMpngTUAkEtVqdWFhoaenZ319fWlp6dChQ11cXPAYicFgOHbsmNFoZDAYdrvdYrFMnz69RX1v65nm+M3TaE0AKIpGRkZu3rz5pZde+vDDD9etW/fYEp/th9FobGxsrKuru3XrVkFBgc1m8/T0/OqrrzqlXhq64HZwJ0+O0fL0Pirth0ajWbZsmbe3t7e3N4PBkEqlbm5uRUVFc+fO9fT0vHz5clZWlkQiWblypZubW3Jy8qVLl9zd3aVSKYgwLl++HERRURQlkUhRUVEgcwJqbCqVisvlNjU1NTc340lMDMOKioqcnJxghWOxWJRKpZOTU2pqanV1NZVKhVAHiUQiEAigYY/f4qysrNDQUJVKdevWreDg4ICAAPw5xDDs6tWr2dnZQFTU6XRxcXEikajtuf/M3GIqlfrWW281Nzf/73//IxKJr7/++kPFVDoIWHzKZLLi4uLr16/X1dWZTKbZs2cvXbq0494GgiACgWDQoEEdHGHHh/Eg9IQnp+c6HBBFrKysjIyMhKYeoJ3w/fffEwgEtVpNoVCgapROp0+aNKmsrGzhwoX/+9//GhsbjUYjiAQASCRSfX09l8ul0WgRERENDQ0HDx6cN28eJFOwe4J3wPm6e/cu6MElJiYCUTQ+Pj4pKWnQoEHu7u7//vuvQCAgEon//POPVCp97bXXBAIBdBYwGo2xsbEg6mK324ErgGFYY2OjSCQqLy+fPn26WCw2mUzdTszuSqAoOmDAgN9+++3jjz/+7LPPXn755VGjRvH5/Cf09GMYdubMmVWrVuEVxREREdu3b/f29u4J8w3Qc0byNMJqtZrN5oqKioiICJPJpNVqISq5bds2Mpms0+lQFLVYLDabjUQiTZgwIScnZ8GCBbt37y4vLweFaXxXBAJBo9Ho9XqRSOTl5WWxWP7888+lS5eGhISUl5eDmCNsGRoampOTA6+ofv36QRxl0KBBNTU1ERERERER6enp2dnZCxYsOHHixM2bN59//vmwsDASiVRTU6NWqz09PX19fUtLSzMyMkaMGAH7BFEWJpMZERExePBgo9FIIpH+U88GlUr9+OOPKRTKX3/9VVtbu2LFCk9PzyfHR7HZbJ9++unx48ehlphOp7/wwgtffvllzzHIz/zd77kpFZvNBk0oYEkBYo4mkwkCTRBzptPpkEmx2+0Gg4FOpwP7ksfjOQboSktL//e//wUGBk6aNOmvv/4ym83z5883m827d+/28/N79dVXIWiBYdjly5dFIpGzs3NmZmZiYmJZWZmfn19ZWdmff/7p6ek5b96806dPDx06tLm52WAw8Hi85ORkEonEZrNBuValUpHJZLFYvHjxYniI7Xb7mTNn6urqBg0a5OXlpVQqL126NGLECFxA6T8CDMPKy8tXrVqVk5OzePHiBQsWCASCziU5wvK0qanpp59+2rFjB51OJ5FIr7766muvvQZBsk481lOKHnIROriMs9vt4FWAuqvZbAaODh5eBoIUWADIv9BoNLPZDMLzLBYLdyOkUul3331HoVAWLVp04MCBxsbGqVOn+vr6/vzzzxQK5c0338RzKEVFRfX19QkJCZcvXx44cKBCoeByuTab7eeffyYSifPmzauoqKBSqX5+fmlpafHx8adPnyYQCOD1arXahoYGSOW8/vrrLi4ucCOKiopOnjw5fPhwFxcXPp9/6tQpLy+vp6sYreOAAoqDBw+uXbvW29v7gw8+GDhwIIPB6Nw4qM1mk8vlRUVF7733Xl5eHoZh/v7+b7755syZM58uFb4egsdOqfRch6NTgBOGwRVgMpkgMcvj8SwWi1QqFQgE4G1Asg3vXgEy9QiCgDcDejugdY+HQ6G9Bf4NeEh2u53L5YKsPXJP1ItAIODzBzr7PfQRhx/ivTOQe3QBYLSxWCzYALjHGo0Guvv05JkDd+Hw4cPbt2/X6XSLFy9evnw52kpA/VH3CR+AkbNq1SrQLEEQpG/fvitWrHjhhRf+a6vGNtBDrkP3qlThgMmr0+nsdjuHw7FarRqNBsKoTU1NLBYLUi0wWtgYJnJrywCzGyf54okY+JPNZoNKNB6PB4QSGAAwgXBrACboofRJWGshCNKCEIBhmEajAXcKtzkg2s3j8Xp4gZvdbr979+4vv/ySlJTk4+OzdevWoKAgpDMsA4IgZrM5OTn5o48+qqqqgnKBoUOHrlu3LioqqofMiKcOvQ7H/WG320+dOsXhcOLi4o4ePTpt2rTr16+fOHFiyZIlarW6srIyMDAwIiLi4sWL165di4iIKCoqguzsvHnz/v33Xw6Hw+fz8/LywDTYbDZIGLu5uZWWls6ZMycmJqbtmQwydtOmTVOpVEQikUgkWq3WoKCgth90m8129OjR5OTkqKioiRMn3rlzx8fHJzw8vLGxccOGDdOmTYuPj//nn38yMzNnz57t4+Pz0ksvubm5/fLLLxwOp5OvYGcDw7CamppPPvkkJydn5syZXC536NChrq6ufD6/PX4Ycq+HHNjxq1evQvrs2rVrFy5cKCgoIJFIXl5er7766ty5cyGM1GtTcPSQS9FDHI60tLS6urrJkycfO3ZsxIgRDQ0Nv/322/PPPy8QCHJyckQi0dChQ7Oysk6dOuXu7m40GoFj/vLLL1+9erW5uTk4ODg3N1en08HepFIpm80ODg4uKSnp37//tGnTHkoLOHTokKenp5+f3927dyMjI3NzcxMSEh7KKywoKNi5cyedTn/ppZcMBkN1dfX48eOJROLWrVstFsvSpUszMjIOHTrk5+f3yiuvbNy48cSJEz/99NOgQYN6yN1/EDAMM5vNly9fXrlyZXx8fEhISEhISGhoKCiatKeMBajiYJC1Wu2FCxdA0Cg1NfXixYuNjY1MJjMmJmbFihXjx4/vMo7qM4leh+P+AELy0aNH2Wx2nz59nJ2dob1nSkpKRkaGVCpdu3YttPyG1uEKhWLr1q0LFizw9PTct2+fUCiMi4vT6XTFxcVQ+/rJJ5+sXbuWz+f//vvvVVVVX3zxRdsdru12+x9//HH06NHQ0FBvb+9z586x2ezt27e3nTVUKBR79uyZPXv2zp07IyIiCgoKvL29n3/++a1bt168eNHT0xPK+eLj40tKSiAwSyQSd+7c+dBeMz0EGo0mKytr9+7dFy9eNJvNXl5eQ4YMGT9+vK+vr6enJ75ebP1DDMMKCgpu3rzp5ORUVFS0bds2vV6PoqjBYIiMjORyuQsWLIiPj39Qbep/HB20sGQyeeLEiVCcyePx6HT6ggULsrKyEATx9fWFAq727KeHOBx6vf7w4cNA+QwODoYIYkFBwdmzZ2tra994442wsLCqqionJycqlWq1Wrdv356QkDBo0KATJ05YLJb4+Hgmk5mamgqVQZ9++unUqVOjo6OvXLmyb9++Dz744KEqUpmZmevWrfPw8AgKCqqtrb106dL+/fv9/B5iVLdv3z506NCGhobU1NT4+Pjz58+vX7++rKxs5cqVgYGBTCaTz+e/+uqrGo0mIyMjPT396tWr33///cCBA5+K96vdbq+trT1//vxff/1VWlqKYdjAgQP79+8/btw4WJbAZvc9F7vdfujQITKZbDQaL168CHw7iUQiFAp9fX3Dw8PnzJkTGhr65Ahk/x30OhwPhNFo/P3330HCnM1mp6WlWSwWf3///Px8DocDNPXr169bLJbo6GgikZiVlQWtloEAD3TU69evv/HGGzk5Oampqe7u7qWlpdXV1V5eXmKx+Lnnnmuj17nVak1PTw8KCrp79+6HH34ILHQ3N7e5c+e2sQDSaDTr1q0LDQ01m83Tp0+/du1aVlbWwoULc3NzKyoqpFIpxH4jIiIyMzObm5tjYmKkUunixYsfu89h1wPSQ7W1tbdv396xY0dRUZFKpXJ2dl6xYgWfz586dWpZWVljYyOHwyESiSUlJX5+ftnZ2QaD4eLFizk5OVQqFWoXnZyc+vTpM378+MmTJ/v7+/fwvFL3oiNXZs6cOZs2bWrhXg8ZMuTq1asUCuXatWthYWHTpk1rT6eYHuJw2Gy2v//+m0Qi+fv79+3bF/Q2AgMDy8rKCAQCEMyzs7PVarWfn5+/v39ycjKRSATlBovFEhYWxuPxfv3115UrV6rV6uPHj/P5fLlcXlxc7OzszGazx48f33ZjjtzcXC6XazAYvvrqK6lUOnHiRJlM9sYbb7StRfvbb7/JZDKBQBAWFubm5rZx48bnn3/ez8/v999/d3Z2LikpsVqtQ4cObWxszMvL8/Hx4XK5vr6+48aNe1rmBZ4Er6mp2b9/f1JSErRkGjp06JQpU3x9fePj4y9cuODp6QlqrWq1msfj5eXlaTSaffv2QT1BWVkZiURydXWNjo6eNWvW4MGDXV1de7OrnYVeh+OBsNvtKpUKGkXa7faysjKTyRQQENDU1CQWi4HG0dDQoFAo/P39LRYLmBsmk6nRaJycnIKDgxsbG+vr6yMiIiQSSWVlpZOTExASXV1dVSqVo0rYfY8OaoN6vb6qqgq6JNTU1AQFBbWxBIfalrKyMl9fX5FIdPbs2fr6+pEjR7q5udXU1LDZbJFIpFQq1Wo1vAAqKyuhhVUPz9TeF2Bc6uvrb926lZqampmZqVQq4+Li7ty5A/xfyFiDiIKrq6tEIvHw8AgNDXV1dQ0ICOjXrx+utPgkrAkIsYBwNZ4+RxCESqViGEahUOD7+0ZoYfsWniUIdeD7wcM5QAbCE0Y4Nwj280inBiSkTqyo/PDDDzds2ID/F/oyIPccDjqdfvLkyREjRjQ1NfXt27e5ubntvfUQhwOKJFksFszE6upquVzu7++Pk0wpFIpOp6urq/P09GSz2Xl5eQiCsFgsvV5PJBKjo6P1ev3du3fDwsLMZnNBQQGDwYDCTrFYbLPZzGZz24tpYIpQKJSioiJnZ2eBQFBYWOjn54d3WbovDAZDXl4enU4PCQkpKiq6evWqv7//sGHDJBKJ2Wz28PCw2+0SiYTNZvN4vLq6OoPB4OPjQ6FQnrp3LaRIJBJJRUXF1atX09LS8vPzhUKhWCy+fPmyq6srpL8VCgWJRKLRaBwORy6XBwQEhIeHi8XiPn36REVFPVE/AySgQO8fRgvfM5lMo9GIc4Du+4IAvqCjxQYVH8f94H9twfLpiHEAy9DBC9LrcPTiyQKqAJ504tNms6nV6rq6OolEct8mCwwGw9/f38nJCeg1XeBgYRiWm5t7/vx5cFgtFgt01yMSiaDZBc4BVNxAuQTwdWw2G/QCBPpeY2NjU1MTiUSCkpm6ujpQtIOgFIlEAjEfuVxOIpE4HA6I/CAIgqIoMN3aHqfVakVR1Gw2q9Xqvn37TpgwobMcjri4uJs3b6Io2tzc/OWXXx4/fryyshJsIjgcCII4OTnl5+e7uLh8+OGHX3/99UMv6WMMoxc9E1AHRKFQnrR4tslkam5ubmhoqKysdFQ9wOHq6urq6urk5MTj8bqmURmGYadPny4qKkLuKYTSaDSr1cpgMPR6PSS4wSGg0+lEItFsNkOBldVqZbPZwCAmEAjV1dUqlYpGo3l7e4MiPvwJWgmCw0ShUJqamphMJlRr4gbB8fODYLFYoLGXSqWKi4sbPnx4r8PRix6Nurq6pKSkBQsW/Ne4EbjgLIIgR48ePXfuXP/+/Z2cnMxm87Fjx0CyViwWJyYm5uXlubi4cDicsLAwuEpqtTopKamyslIsFjc2Nrq5uQEbAJiz/v7+zz333M6dO/V6PYTTzGazn59fYWHhokWLhEIhCENJJBLQsgP9XFz6euDAgQKBIDU11WKxwKrIarUOHjyYwWCQyeT7Lqoez8rs2bNn3rx59fX1sbGxeFscuCC4w4EgyGefffbJJ5/cvHkzISGhPZe0F88GbDbbgQMHoqKi+vTp091j6WrgxsFisfz4449SqTQ0NNTPz+/WrVt5eXleXl4gyBQWFlZdXY2iaFRUFK4zWVdXd/78eZlMxufzZTIZMNxpNJpUKlUqlTExMQMGDPjxxx9pNJpSqRQIBCBgWFZWtnTpUiaTabPZzp8/D3qSWq2WQqGAADd0wBg6dCiDwYCWiqA0iiDIkCFDKBQKlUrtuO7IM6g02oseBQ6HIxQKuywqC69kYNt0zREfBLxwF8MwsVg8ZcoUSLFZrdYhQ4ZMmTKFyWQqlcrdu3czGIzi4mJo4DJs2DAURXU6XVNTExRDUigUoVBYXl4eEhLC5/PDwsJu3br177//5uTkTJ48efjw4QaDYd26dSQSqbKyEoqcbTZbTk4OlFOCvHF+fn6/fv1gtXT69Gmr1Xrr1q05c+YYDAYSibR9+/YRI0aAdEQnYujQoQiCfPvtt2034bt58yaCIA/lPPbiGQOBQBCLxV3ZPQ7DsFu3boWFhXV7yzrcOBAIhKCgoJiYmKKioqKiIgKBMHbs2HHjxhGJxNLS0hMnTrBYLJlMduPGjQULFgQHB2MYJpfLVSqVk5MTRC8goQbyknQ6PSUlpaampqKiYuHChdHR0XV1dZs3b7ZarfX19RQKhU6nm83m7Oxs0HqA6u7q6up+/fohCAJdxxEEuXHjxsKFC9VqtdlsPnDgwOjRo7u9quBZi3BAZXyLVfhTl7zsgaisrLxw4cLChQu7hiaC3eun3KM6oD6ojQXQ3OCDwWAgk8kQEcUlHOCi4fwM+MZoNEKoEzSs4LeQncF/DtuQyWSbzQbS+PBsQ/mVVqulUqksFgtIFfn5+REREW0wAB5vIkByZ9SoURcvXmxxKRwjHEOHDr18+bLFYnnoLeuWCMd9LQPSaxw6DJvN9vvvv48ZM8bb27trjgjzApKVXXPEh+JBjzTOygLaltFopNFoQOrCoyO4jBOYAjAOIOkErA4ajQbKlgiCOBoH6DUGrZfodDr+eNtsNoVCYTAYKBQKUI6oVGpxcXFERMRDky/tRG+EA0EQBMOwrKwsIDBD4Egmk40fP14oFHb30J4+6HQ6x85ADAZj7NixXWadwevvmmO1Hw86fZyEhaIosCkdtwcrYDKZ9u/f39jY6OPjc/fuXQi3BgUFlZSUIAhiMBhmzpzZusjo1q1bN2/enDJlCgjz5+XlNTU1EYlEBoNhNpth5yQSycPDIysrC7jMnX7WOp0OwjNtbwaxKJlM1ukD6DgwDKusrIQ+bWAZVCrVwIEDgcTdi0cCEK0cX7GjRo1qo1Kv0wGUiC47XHvQhmHEvSISiQQ0UsefwL8qlerPP/8E0era2lqg//v4+EBhMIZhs2fPdvwtgiAYhqWkpJSUlEybNo3BYFCpVGDZA38WVmtEIpFCobi6uhYVFUFJ5pM490dC94+gbWAYJpVKi4qKBAKBUqm02+3Q3AgWUq37MpPJ5IEDB8rlclAUJpPJ1dXVjY2N9905BLKoVCow0gkEgkwmU6lUDx0Vi8UikUjQ+6CNsB4ww2FtqtVq8cxZixSa3W43Go1Qz2mz2domSeBChziekBNQWFhYVFQEjEWJROLu7h4bG4s8yvK0d+3oCBRFQfo6ICCAzWbfvHnT09MzOztbp9OxWCy1Wt3aHGAYlpeXp1QqCwsLmUxmXFxcTk6OWCym0+nXr1+PiIhITk62Wq39+vXLzs6Oj493FO3uRNy+fXv06NELFy7ct29fG5u99NJLCIJkZGR0+gDuCyhuysnJgQ7vOp0OzDTI77a2DJACUygUoDUMNN4WveBxEIlEgUDAYDAsFgtYbYVCIZfLH/rwg6S62Wy22+1thK+JRCJ0BmYwGJAOg8kCjRoct4SAGfTFfahlQFpNzycxB3U63cWLFy0Wi91ul8vlVqvV39/fxcXlkQJXvcbBEeBC+fv7s1gsDoeTk5Pj7u6emZlptVopFMp9I3PQatRsNt+9e5dKpcbExOTk5AQEBKAompaW1q9fv0OHDvF4vJCQkNzc3H79+rHZ7J5wzXt6SgVowEqlMjg4WK/XV1RUGI1GHx8fCCvJZDLcmfD19YXFpdlszs/PF4vFoOgll8sRBNFqtXV1dXQ6nclkGgwGkUik0+n4fL5IJMrOzobOv1Qq1d3dHRaObYPD4ZDJZL1eDyk0x9Ei9+aSRqOBjvYKhcLDw6Ourg6YPgwGg06ng99AIpHMZrNGozEajcCQAAOn1WqZTGaLRuegxEcmkw0Gg0AggL5TVqtVJBJBNX9NTQ1wEs1ms8VigR1iDs3TcbT+pgXA9fHw8ABCIh73w8cDAUA6nQ6lIqBcAtwlGCeTyYTv4UC4DHx7bnpnAUVRHx8fXCyoe9Hi3B018pH/u9xx3KZFzVuLt47RaDSbzSwWC72HtsfweBbnhRde+OeffxAE2bx583vvvQequy1SKu++++63336LIMj8+fP//PPPtnfYKY8BhmHXrl0DjU6LxVJZWalWq728vGCWwXyHA3l4eIBguc1mKygoYLFYUFXe2Nhot9vNZnNVVRWJROJyuUajEai7UC9QUFCAE+7c3d3hdrQ9KhqNxmKxjEYjtDhoMWC4/mazGRg5UJnf3NwM05ZEIvH5fNiMQqEYjUaj0ahWqyG4BXNfq9UCv6fFcSFWb7VaLRaLSCSyWCwNDQ1QzUuhUEpLS6FJgtFo1Ov1HA6HTqe3eALbCSKRCFeJzWZDf13EIcKH3KsOJZFIPB4PtoFriG9pMpn4fL7FYoEHCUEQEomEf+4ykMnkPn36POnKmnbiSRgHSLhAXKTjdbAt8CynVLRabVBQUGxsrNVqLSgogFbOBQUFFotl8uTJTU1NUKU9a9YsZ2dniURy6NChjIyM9evXX7hwwWKxjB07Nj09vV+/fmQymcPhVFRUVFZWjh8//s6dOy4uLsD7o9FoJpMJbk9HqjAMBoPdbgcWj1KpbN0WqKmpyWAwODs7a7VaKKGEAAmIOsA2EPAAE+MYC7FYLDqdDu+uArwhk8mkUqnAT9LpdCQSCSojmpqabDYbk8kcOnTozp07R40aRaVS6XQ6nU5vbm4GOeQ28nlWqxVMAO4xtADEhMCN0Gg0CILANcRtIgwSzA1yr+wTry/vMnT8iHAW4Et1ypAeCsdnhkQitfA74f0H31AoFIjM4UNtvYeOY9++ffPnzx83btzKlSsnTZr0+++/X7t2Df4kEolGjx69ZMmSGTNmIAiSlZX1999/d+Kh24ZOp/Py8oqPj8cwrKysDNq+19TUFBcXL1iwQCwWy2SygwcPTpgwwcfHR6VSHT9+/Pr16x999FFtbW1paekrr7xy9uxZPz+/xMRECHOeO3du7ty5GRkZVCp19OjR8JCDB89kMjvycrLZbCDWB6l3AoHQYvbp9fqamhpvb2+VSkWlUmG+UKlUx94rCIJAbAZBEJhi+PdyuRwy/TDrMQyDIlKxWEwkEvv06QNm7fr16xkZGdArddSoUVlZWTKZbOTIkTAksVh84cKFuLi4NpjaMB3wqqjWG8AYwDiYTCaDwQDGDX4FbhMEovCMLXz/2Nf28dAp6x9ga8Jyq1NG9VA4ctjhSj7IOMC7w9ERdNxDd+EpcDigyBtBEAKBkJCQAFWCCQkJUEno7+/v5ubmGEQNDw8PDQ0FkSiBQCAUCseMGVNaWhoUFMRisUwmU1NT040bN5B7jiREPjvF1cVXHiiK3ndh7eLiAh9aJOQcQSQSYTAthgTsIcdvgBMEHhiVSoUTcXJymj9/vt1u37FjB1CHAgMDa2pqCgsLZTLZ5MmTT5w40dzcPGrUKHwwvWgblZWVFy9e7Jo+NdXV1SwWy8XFBWRYWSwWg8HAnWAgnCIIQiQSGxsbrVYrjUYTCoXA5NDpdBiG8Xi8kSNHtvGAPSoghQyvooCAAEcFMCDDA2pqaqZNm9Y6l/HkYDAY8JsSFxcHonzOzs5eXl40Gi0hIUEqlRqNRrwjo6en59KlS7lcrkQiGTVqFJFInD59emZmZnBwMJFIVCgUrq6uELCBqQfXkEKhdLwagkgkQpSlBcsHB4vFCgkJQRCk7WPd97cIgrRm/9BoNDzEAnYJw7CxY8eOGDGiqKho165dTU1Nvr6+Go3m5s2baWlpgYGBXl5eu3btYjKZDxVl7wWO9PT00tLSLqiXwTCsvLzc1dWVw+FYLJa6ujoOh+PYVtfRONTX1yMIwmAw+Hw+LFo0Gg2KogKBYOTIkd3IgHkKUirp6ekeHh5QpuzopuHhptZftr1Dx+07PdbUQwAZbliZQSU3+CsYhmk0GjB//zVFjccDXmnSNYfDxQTxgzo+0njBC4S7UIe2xo7qhDwe775Lro486mQy+eOPP165cmXrslu73X7w4MHly5dLpdL27KqzUiq5ubk0Gg3ainbcMiAO1/DZtgwgB04kEvl8vl6vN5vNEFPR6XRWq5XFYvX2B2gnsHvomsO1MA4tjounVCCwhG/pOEICgcDn8ztu+Z9Z4S8Mwy5evOjh4fEfVJXpdoCus5+fn8VikUgkzs7OoN+HYVhNTY2TkxONRtNqtRwOxzG6a7PZII7aWlEYwq0QLnYMBoL8PKwSbDZbr717Quj4VaVSqePHj4+IiHBzc6PRaAqForCw8OzZs5WVle3fSWc5HOnp6QQCIS4uruN768UjAcOw6upqJpMpEAjq6upIJJJIJAIjYDAYJBKJj4+PTqcDmpdjVB9UwO9b0Qol4njROP6yBJIvm802Go2gZ9O159qL++BZ5nAIhcK2uxn1ohNht9uvXbtWWVk5ceJEk8lUVFTk6+tbWVl56NChoUOHRkZGQhD7zJkzUVFRfn5+SUlJXl5eEonEy8uLSCRGRkY2NTX98ccfoaGhCQkJoIIFRZVAyvvll1+mTJliNpt9fHzANkHZxQ8//DB48GAymVxbWztz5szOqhd/hmGz2ZRKZV5eHolEGjBgQNdoEphMpqNHjx49erQLjvVQcLncnlYe+QwDw7Dm5uakpCR/f/+EhITi4mI/Pz8ejwcCdFOnTnV2diaTySqV6o8//lizZs3169cpFEpjYyOsTLy9vT08PE6ePFlRUTFx4kQ2m61QKKxWq1AoZDAYAoHg6tWrZWVlI0aMwDCMzWZbLJbq6urY2Njbt28nJSUtWrQoJSUlLCys179sD6xWq1wuz87O5vP5PSpB9hQ4HFBk3MUFDo+BnnNTOwJYOJaUlEyZMoXP50+aNAlBEKFQ6O/vn5qa2tjYOHPmTBRFhwwZApSR0NBQFoulUqmUSqXFYomIiMBThmlpaUqlkkQiXblypbq6+rvvvouMjJw8eXJycnJVVRWDwUhPT588efLYsWNpNJqHh0deXt5zzz0HjJwuO1nkKblxjs+/QqGor68/e/ZsVVVVZGTkyJEjn4pT6HTQaDQQTOvugTwEz8zdkclkBw4cePvttwkEwqhRoxAEsdvtUVFRKSkpoH/v7u7O4/FGjx6NoqirqyuNRiOTyRKJxGQyKZVKDw8POp0OJUVKpVKpVKIoevjw4bCwsK+//johIcFut//0009eXl7Xr18Xi8VDhgyJiYnhcrkUCqWwsDAhIaHLaGc9hGLZTjhOAalUWldXd/r0aalU2q9fv759+3bjwFrjKUip3L59u7i4GDQz4EUVEBCg0WgMBoObm5tGo3mMhwP41XhZF15fBIr0oOmG3hOJw/5vaz6QozcYDFB3Cnk1nBJMIpEgNgidrIHNB1VwQFBF70laOb5WIRMPB4J9Ag0Wr60nk8kYhnX6KtYxz4efo06n02g0red2dXU1jUYTi8VQgwPaAPX19YGBgVCZggsP4HuTy+XNzc0kEolCoTg5OeFJE6lUSiAQ5HK5s7Mzl8vV6/UFBQXh4eFyudxoNAYGBnbBPLfb7bdv39bpdImJiT3frJw+fdrFxcVkMmVlZTU0NMTFxQUHB7u5uQGLsJ3j7yGn2VkplYKCgqysLIjnV1ZW0ul0X19fqPyE/syOzJt2njtk/axWqyOBBuY1FM/DrMST946WgUAgcDgclUolEomgxsRgMOCTgkwmg9khk8lmsxlFUTqdDkIg8JlKpRLvAd8trlGLf8C7DcMOwYw8ifiWY/UTbiXq6+udnZ1b5DVMJlNZWRlwb+12e2Njo4uLS2lpKZvNFovFEonExcWlxd7sdnt5eTmBQCCTyUDwR++pCZjNZplMBlQSPp9fVlam1+uDgoKKioq8vLy6psrdbDafOXMmJCQkMDCwCw7XEWAYduDAgbCwsObm5uzsbKlUOnjwYH9/f1dXV4j/PYlZ/yynVAICAhobG5OTk6GWjMFg1NbWQrdADocD5eZOTk5yudxisTxIyQdBECKRKBKJGhoaMAzTarV2u72pqclut0NlqV6vDwwM5PF4HA5HIpGANVGr1QQCwWQyWSwWBoNRUlLCZDKh4stqtUKheX5+PplMlslkKIp6eHgA6wrYfE1NTUqlkk6ns9lsLpcrlUopFIq3t7fVai0vL4ewAYZh7u7uLBYLZKqB3wD0e71er1arIboIUvk2m00oFKpUKsiMOlLh3Nzc2Gw2tAwFXwe5ZyjxK6DVauG6YRgG9AudTgdCajU1NUDFgLIIMpnM5XKhnh6kNUBXm0KhaDQaGo1mNBpdXFxIJFJzc3NFRYXFYgHqGV776ujHgE/mSFwCA4pLfcP3tbW18Dk3Nxd+C0RXUEYClw5ngSDI/6n4wuvBHF9mISEh0Jr1QY8EiUQSi8WP9DR2FwwGw+7duyMjI4cNG+bv79/13caJROLgwYMjIyOdnJzaLgJcs2ZN1wzJy8ursbHx5MmTUCPKZrPr6+uhSJvL5dbX17u6ujo7O+t0Op1O14ZlgOW4RCKBinSDwaBSqYxGI4qiDQ0NZrPZ09MTNHskEgk8fkql0mw2g3GANp46nY7L5YKyDpPJFIlExcXFGIbJZDKYtlDzAgIYOp2uvr6eTCZDX1OLxSKXy0EWoqqqymazxcTEmEwmd3d3LpcLB4J3vE6nAz3ZmpoasVgMWh0SiQTK7OHooHKNnx2TyfTw8IDSU5ihsCJypFjBGgDamYJOpVqthle+Xq+XSqVCoRB6B4JSCBRKgJ4QiUSiUqkWi6WwsBDX53Zzc1MqlSBAjtsr8Lccp20L4+D4SOOrL/hcXFxMIBBKS0vxDWAKwPkCCxL2D1LfjqeGtdIigixk241FmEwmFBb1fCiVyt9//z0qKmr8+PHe3t6tyXM9Bz09wgGAwnEEQUwmE0Ts4dkChxrKvvV6PYjJgPWxWCwoirZgJ1EolNYF3/ibm0AgwFHg0YR1DMwfWMGrVCoIPODTA96v950wSKu4HDz3sFv8jUskEkH0nkQigR03mUxarVaj0UCsBfoRg0gRFHzbbDaQHABrCHEacIPwYcDpIwji+G7Q6/VgdjEMg+UXHuNxBBS2cDgc8HuYTKZWqwUTzGazGxoaaDQaeCEajUan08GvQG0JPDMEQXg8nkKhsFgsNptNr9dDpYxWqwWHpqGhoV+/fo2NjUQi0d3dHfwVmUwGTedB/6Curo7NZru6upaUlFAoFFjZ6PX6srIyDw8PMDdgyNRqdVFREfQ0UigUDAZDp9PZ7fY1a9bEx8d3fO4B1wSOiF8uxzuO398W97r19/hvwbdrPTaLxQIqLLByBTMNDzyGYfDwg++Fm9cWXHT8oW19Io99KcaOHfvbb795enq2Z+OHHqUTkyAQjUAQxGQywXLZZrPhAUKwDEajEY9MwCsZQRAIJ+D7adsy4AYHuRdjwOeyXq+HBCL+V/znLYqM7mscHN++eCMMBEEgUIq/KWHVAUsgg8Fgs9kgRuLs7Nzc3Axnh91TDGMymRqNRiKRgAMBSqnIvTAJ6GfAUsSRtS2Xy0EeA5ceaS2zgaKoWCwG9ULwhywWi1QqBa8LdAhhbWAwGBQKBX4FQIQKureDeAzEOKHrh5OTU01NDd6wkEwme3h4NDQ0iEQiSJkpFAqbzcblckH7FaoweDwehUKprKx0dnYGyldtba1er3dzc4MbBIaosrKyqamJz+eDKwkmwt3dfePGjZ1CDZTL5WCrH3RzH2ocWj8YJBLpvvXPsPTFu7HgxgGsPRgHoB/AU4QH0fHHsg3j8Eh4lqtUrly5EhwcLBaLr1+/fvr06cGDB8fHx9fV1REIBKlUSqPRYFlDp9Pz8/NpNNr48eMlEsnly5dhpjk5Ob322ms9jYTY2hfB/9T204A/uE86de0YR3VMPLXnuOi9wi30/9YoOu7B0T1yfIuDQ4bey2fhA3A8LphRi8VCpVLRe03OIGxjMBhASN5qtTo7O3dckAfDsMLCwp07d4KSo81mA/dILpfr9XqZTAZB4+DgYCcnJzqdrlarjUajSCSSy+UgdgnqL2Dl4aSAbA8xJK1WKxaLwXrCalWpVLLZbD8/P3gJgTVHEARiYBwOh8vlarVaiURiMBhgAwj+gSObmJg4ceLETnQ4YmJi0tLS2l8d0DUOB4Zh6enpIpHI19c3Ly/vn3/+6dev38CBA6FDL41Ga2xspFKpBQUFrq6ueXl5GIYlJibSaDRgvLJYLAzDli9f3tNWsS1MwWNYBqRTXboHHQsfW4t53TYcTQraqoAZ/y9uBFrss/VBW1SHQiAHkl/gl1ssFsfUNp1Ol8vlkKzp+HsXw7AzZ86cP38eNOnVajWDwWhubgYjAE3nq6qq4uLiIDQOTyaXy62pqQEJbC6Xi7MC4F8ymQyK2NDszdXVlcVigT8HnetFIhGE0uE0Iduu0+kg/sRkMtVqtVQqNRgMBAIBTCVEtjAMGzdu3IgRI7rR4XgKUiogno0gCKRmLRbLxYsXDQbDiBEjrly5UltbO3r06IaGBiaTuWbNGnD0bDbbiBEjEASpra2FpEB3n0RL6PX6EydOCIXC6OhogUCg1Wpzc3OVSmVCQgKXy83KylKpVEFBQe7u7k1NTYWFhRD1DQgIMBqNWVlZRqPRzc0tKCiooqJCoVBER0fb7fbMzEyj0RgZGclisQoKCiQSCcj3ikSigoICb29vJpMplUrz8vLodHpsbCyJRFIoFDQaDRYfLSwv/lA+9tPZwWpv8Eggn9LiDrZ2H3EODSxrOrd4QSwWQ6MQ8ABgvUsmkyF+AxrzCILI5XIOhwO68lwu12Qy1dXVIQ6JLTqdrlKpUAcg96JNsGqB1RsYU6D7tAgOw0Sw2WxOTk5eXl4ajQaCYXhwDu54J547giAffvghXP/U1NSff/65vLzcsatfNwJXFABCFYFAuHbtmlqtHjx48K1bt7KyskaMGMFisaRS6erVq1EUJZPJQHJEEEQmk6nV6q4Rc3tUXLx4UafThYaGBgQE2O32nJyc5uZmd3f3kJCQ2traoqIiZ2fnsLAwq9WakZEBbndMTAyRSCwqKoLMSFxcHNB9IiMj2Wx2VVVVdXW1i4tLYGCgTCbLycnBMEwoFAJrSqVS+fn52Wy2jIwMrVYbGhoqFostFgs0TwdCRguOiOPavbsAYZjW3WfAFOAaiWArYBsIG4CkU2ehb9++OAEF6DUQA4PFCYqi0FCtubmZx+MZjUar1SoQCJqbm8HhgKAURDVwQo+jccDJPbBoASMA7jLicAscjYNAIPD19VWpVJA0R+65MhQKBURruhFPgcMRGhoKUaARI0bExMRAQE+tVlOp1Hnz5mm1WjabHRkZCXfaZDIxmUwo3UYQhMfjQfahu0+iJex2u7+/v16vl0gkAoEgIyPjhx9+eOmll2g0mk6n27NnT0VFxZAhQ958880r/x973x1fRZn1P3N77y31pvdCEhISQgsdpBdBRRQrq2JZdfd917Luq+6KvmvdVV91ERGpShGQDoHQEhJSSO/t5vbe79w78/vjfLif/AJESAIE5fzB53JzZ+aZmec5zynf8z2nT7NYLD6fD5PGZDLt27cPw7Dc3Nz4+Pj6+nq4u46Ojq1bt8L0Kiws5HA4MPPodLrH42ltbY2IiAgEAl9++WVaWlpdXR2Px0tOTv7++++rq6sjIiLGjx8/a9asO/xQrhIMw06dOqVUKiMiIr755hufzycWi2G7TU1NValUzc3NfD7fbDZHRUXNnTv3VlCZoSgqEolEIlFbW9vZs2eTk5OhkK+5uTk+Pr62ttZoNELOSCAQNDc3A/EriUQqKioawAx7l8rEiRMRBCktLZ0yZcrtJ6cfRGJiYmDy5+TkxMXFeb1eDocD8e358+cXFRVBxg0Czi6Xi81m+/1+UOs0Gi02Nnb09DcPSiAQkMlkHo+np6cnNjbWaDSuX78+Nzc3PT0dx/GTJ09u3749PDz8jTfecLvdVVVVGRkZyJWYeXFxcW9vbyAQGDNmjNlsrqyszMjI8Pl8u3fvbmpqio+Pf+aZZ4AuPdjqpaOjAwLvpaWlJ06cSE1NPXr06IoVK9Rq9XPPPTdx4kSr1fr666+PwvJjnU5XVlZWVFTU0dGxb98+sVjs8/nCwsJQFB03btyJEyd8Ph+gbebMmXOLaJxQFI2MjAwPD79w4UJ3d3daWhqLxWKxWA0NDSkpKaWlpXa7HaYlfCmXy6F9z9y5c0fh3LsNMtoNDrQf7NHn83377bculysqKmr79u1CoTA/P58giKysrJ07d+bm5jIYjK+++mrVqlUnTpzIzc01Go1Op/Oll14ahRzearW6qqqKw+EAaJHP50+cOLGxsbGgoEAikYwfPx4A3iiKxsTEHD161OPxTJw4MS4uTiqVPv30011dXTabDUXR6OjoixcvEgShUCieeuopgESgKApNGZRKpUAg6OnpqaysnDlzJiyPM2fOMJlMiGeEh4enpqYePHhwBJmwR1CoVOqsWbMgVtnX1ycWi6urq71e77Rp0zZs2JCbmwsRy82bN//tb3+7RWPweDwtLS1paWllZWUbNmwQi8UFBQWtra06nS42NhawtEVFRTwej8fj2Ww2KAK8XuPWYAYdfBrkChQD/gvYo6uPgqIn5Mq+AvGM/tbVLTWpIdW9efPmUWVt9NcMOI5v27YN+KaOHj3qdDpnzpzp9/uTkpLKy8uB5vwvf/nL6tWry8rK4uPjMQwzGo2PPfZYcnLyaPNG3G43NHMBtnIqlTpx4kSLxdLa2iqXyzMzM1tbW3k8HplMFolEBEEcO3ZMJpOlpqay2exFixZ5vd6DBw8SBCESiaB5JIfDAeYb+IbBYKSkpPT19SmVSgRBTp06BWXVEonEYrFcuHAhPz8fpuKSJUuCJMV3+qlcQ0JCQhYsWICiqMPhMJlMNBqtoqIiJyeHx+Nt3LgxNTWVRCLt2bPH5/Pdd999t2gMOp3O5XKFh4f/8ssvZ8+ejY2NVSqVvb29Go0mNzfXYrFERUUlJiaGhIRQqdT29na73d7e3g5tt68WiDQjCIKiaH8YLHIFinfN5jXQXQvpx0N6O5XDzcpdgOEIfsYwbPfu3bW1tbm5uUB0WFdXV1VVlZube+HChXnz5imVSpVK5fF49u7dGx8fD9zPTz755C1K0w7nRQZzkEg/fAPy/6dg+wPKiCs1sQOSoMj/D0ECCXZcA8UBmxz4MQRBQI0uRBoBcwShv9vWf2gI0j9lazabOzo65HK5Xq+H7RngfoWFhbdCMxIEgWEYlCAGcYWQZoayHRKJBD3EqVSq3W7HcRwqEa4Z3qivr3/ttddoNJrD4Rg3bpzL5dLpdHQ6XaVSvfLKK3FxcS+++KJYLDYajUCk5vF4TCaTWCymUqmARQDutdbW1qysLC6XC+bODYZShjZjodzj/vvv37lz5xAOv1pGCsMR/Izj+MGDBy9cuJCampqcnEwikbq6us6fP5+amtrW1paRkZGfn9/S0kKhUHbv3h0aGgqpq4cffjgyMnL4I7laRkoz9P+yvzYYoBkGBOEHHN7/M6CdoON5cA8L9oME0H0Qfg77FoZht78k6saF6Acv8/v9XV1dDodDIBBoNBr43uFwKJXKW5RKAKwugHOD1kAQgwLPDVp/k0gko9HIZrNBaVyTaujYsWOffPIJjUYLBAIFBQU6nc5sNlOpVIPB8PbbbwcCgTfffFMul1ut1oiICDiz0+kUCAQMBkMqlV66dGnGjBler7erq6uwsBDHcRaLNWnSpFtBa/RbA40C9gfy5VVVVRcvXgziEKHDKuyRkKAF0AbkaMPDw6lUqtPpBJi6Xq8Hox650niTx+NBxh18U6PRKJVK3W43ZMWAgYPJZFosFhzHLRYLHAg7N3RuFAgEAKWGWQ5mKdikOI7zeDwulxvsljTAGgjiH4OoKIAiAjw72Latv9zgUg/aLsEkInIlsRcs3IeVcL3D4ZAR1yyjVlXdrBAEceHChbKysgkTJkgkEr/f393dXV1dDb3FORwOmCMQdpo6deo1rR+73d7W1kalUtVqtdVqhWIcGo3W09OzdOlShULx+eefy2QyJpM5e/ZsDofT2tr6yy+/QB63s7PT4/EkJyfDDCeTyaGhoT6fb/bs2Vf3N7mmDO1d7Ny5c9myZa+//vq77747hMOvluEYHLAvgn3c0tJSXFzcXzOAqUcQBI/HAzRDENqiUCjYbDY8NwRBAL6HIAiAAKhUKpvNhrbyYDsCewQw9yMI4na7iSuoZK/XazabYTUF+0pCeQicHFLAwWgWgiAAWhSLxSwWq79l0H89DgggAbgqyHl4TZvyxpVD/18GHwuYGgAnHKR4IXhTV1tCw5HfjGZAEMTv9+/bt6+vr2/WrFmw9VRUVPT19QGDAPSsgSecnZ2dnZ19zXvX6/VqtRrHcYiS4jiuUqnYbHZvb++jjz6KYdh3330XGhrK5/NnzZpFo9EuXbp04cIFKFtrb2/HMCwrKwtgIlQqVSwWoyg6d+7cW5EO+60ZHIFA4KuvvkpMTCwqKgL845kzZ/qbkMSVsrQB3SmDjdHhv9BYnM/nB/fjIP0DfAPbfNACCIYW4DdBFaDVauVyuclkgrovCGkCC5lKpTKZTCiKer3e3NxcOBtAoJ1Op16v53K5QqEQ2os4nU6j0Wi322NjY1taWgKBAIfDAcvX7/dDpxIURQFojSCIWCzuD3ECTHJXV1fQswe7J1g9C9lZwDq43W6bzcZkMqOioigUisPhYDAYgBGBSn2/32+xWPR6vd/v5/P5IpEIEgFCoRCwIFC47/F4mEwm0HMBSw8Av+FRUCgU0KrBbQBBEL/fDxQFALTmcrlgQULBJ4vFYrPZPB7P6/XCTkmlUj0eT7B+D7liccLdASwuqJ1h5ICigtfHYDCCLE+weQAOq7CwcARRFARBfPvtt998883SpUupVCp0966trVUoFDqdDsOwc+fO5eXl+f3+adOmzZs3b/Ac7QBoPXKt4NaA0NcgMbCbskpvViZNmgTggOTk5GAV9HBkmAbHli1bmEzm4sWL29raenp6zp07B4AtpN8NBvfR4IHgvQS/8fv9ABoNBg4HPOHraQb4HJxsQFEFbFcSiQTHcYFA0NnZyWaz1Wq1TqcjCMLpdGZkZPB4PIIguFwuRMt0Oh0Q/DudTqhE1ev1Vqs1LCxMo9FA3xCv1wveM4fDAbcBCuNRFKXRaPHx8UGjFgoxjEaj2WxGrphlNBoNmnjx+XwOhwPgFRaLRaFQoIRVKpWGhIRADTmgrT0eDxhe0D4JKDSAxoPH44ECARQkLH8Mw0QiEZlMdrlccAa32w1kAXQ6HZQzLFjQzOD2gK6ABnKgWGAtSyQSDMPkcjncLI1GYzAYwEsEuhFuFlQc7OXQoj2oHODMEMclrpAFBClYSCQSOHgKhQJgf0OehwPE5/O9+uqrzc3NCxYsoFAos2fP3rZtG1CzGAwGq9VaX1+fk5OD4/iKFStyc3MHv/SNKIcBfx2+crgp+a0ZHDiOX7hwgcFggMkGjBRD0FPQb0IkEo3gQ786VAClkk6nE8oUg+sccMUQY4BVB2uAwWCQyWS1Wu12uwEFCY2OYO35fL4gseAA1wSydFc/CjjtgJwIFJ0jCOL3++l0OkRrYGCRkZFdXV1A7GG324EICEEQr9cL2BEcx/v6+jQaDZBwQBWZ0+kEZWexWIBmDdhFVSqV0+mEXR9qz0D9Ae0HqAyAdGk0GrgdmUxGo9EMBkNGRgb0ra2pqQkNDQUaU6A8UavVYWFhEARmMplQwQ+DBFaipqYms9ksl8ujoqIAn4UgCJ1OF4lEer2ezWZ/88030dHRw3zdBEHAI4IaEyAAQK4EzJxOJ3SI9vv9VqsV0iuhoaFQ4wo0bmC/go0IrETgVUNsDH4Azx/0OFhLcPWr523/P129IuD3I87D8e677/7lL385fPjwypUrYSINR4ZpcFRVVTmdzsLCQtiPh6YZCIIwGo0ikWgEsXuQhhiwDMEUBhpvFovlcrkIggAmU5/Px2KxQGmAVwrKwWw26/V6oMAxm80EQfD5fNAS/WMMA6IjUAN5NQYIoi/93bCgbwCTzefzOZ1OYDSRSqUej8dqtQIHGhAK0+l0m81GoVAgfmy1Wnt7ez0eD4vFstvtMpkMFgJkaXt6eiDADH+1WCzBgnAA9YNDBVwaYIQJhUJgToPmbdHR0RqNRiQShYSEKBQKg8HQ1NQ0btw4iPf4fD6Xy9Xb25uQkGC1WslkMvB3gXKwWCxg1tTU1FAolKioKDqdfuHCBTAQ4e6cTufYsWM//vjj4VcvQoYXitJ1Oh1QzWIYBmRuoHhhigLjIo7jISEhJBIJEluwO4DHCINBr5BWQ1ocBGYU2NDgg8HVr6cc+psd/WVw5XBT8lszOJAr6TESibRly5ZZs2YBhOrukuvpwetNiLtI+qdOg9EOeGU3BS0csH2Ca4Jh2NUkgNdbP8gV9o7+v4SzgTN3s7d29XX37NmzceNGcNHYbDZ0oYOId29vL2wVHo+HRCJBwBzcL6BkBSVLpVK5XK7FYoEaFsB82Gw2oVCoUqlEIpHZbIbygUAgAHTvsLsYDAZgPPP7/RArUigUdDq9rKwMdHr/6D0kFBYtWrRw4cIRNDg2btzIZrPvu+8+JpOp0+laWloG//2ECRN+9ZEOYRhBga2LTCbv3r0bOggO52x3RAZ5Ate0I+8uCTKMQaCFuMKpGAwU3Yj01zDBkLPVauVwONdk2Rog/Q2s/ooi+PmatHs3KxiGffDBB+fOnQM7g8VihYSEqNVqqVRqsViAkw3a1EFWFO4CamdEIlHQR4I4FpfLJZPJDoeDSqW6XC4ADACNG4A/KBSKSCTi8XhOpxPYYCFCDAgSoJTFcbyiooLFYkF0BxwbgiAgOL1y5UrodDPMG/8N8nAEYfl2u310wqR/VQZ/r3d1CrP/4Ol0+kjxqhEEcfr0aQzDhtmQjCCIn3/+WSqVFhQUDP85Z2VlgWMaHh7OZrPBI+np6cFxfNq0aXw+X6VSQdwL/EWA+ICvZrVaoUAAAmB+vx+KC3w+HxRsm81mqVTa3t4O+giiRJDyB2cOwlQQIwGiM/CTQDcBDglBEBKJ5HA4UBQd8e4PjzzySPCzTCaTyWQje/6bFfCDIfJ0l9YW/oY1A3JFdcO/IwhFd7lchw8fXrBgwTAZQt1u9zfffLNy5crhO7EUCmXmzJmhoaEsFgvqGPx+v8PhUKlUKIpKJBIEQUwmE+SmEQSB+BNk9xISEnp6euh0OhT2AyZdJpNBEAjw4DabTSQSdXR0gOsCoSOA+kEsPEg6DCYFKIeIiAgajQbJNaPRCIsFKHHj4uKGecvDlNFrcAQlSKpxT37zAvRlwy+aJwhi3759BQUFBQUFwx+VUqmMiooa/nkGkRtvuj0ga3t1undEQqb9ZURwG7dCABV0p0dxT26TmM3mxsbGxYsXD/M8Fotl27Ztc+bMGZGoeU5OzvXKXH9VbvDAcePG3eAJByCNrv7TiCuHm5XRm1IBIQji8uXLMTExo5Mo4p6MrMA6GYBcGdp5ampqRCLRDbb/GETMZjN0gb/ZIQ2Sar1TMkpGMiIpA4IgGhoaQkJCbk/70Htyx4W40oJqmNPY6/VevHgxOzsbUK7Dkba2NjKZrFQqh6YcRsl6HIIMOaUy2gOSBEHodLo7PYp7cpsE4JPDX4fd3d11dXXD39gIgmhubt6wYcPNcl4RBFFfX//zzz/f7fn40SxGo/GaVEj35DcpKIoCKGE4J8FxvLy8XK/XD388BEEcOHDg9OnTQzjw5MmT58+fH/4Y7joZ7QYHgiBBfqd7ck9uUA4ePPjqq69e3f/zZgVF0aioqPvvv38Iak6r1dbV1Q1zAPdkEDEYDMN/xffkdyVer3f9+vUbN24cETqsKVOm3Hi+o780Nzd3dXUNfwB3ndx5DMevBpd0Op1Wq70XOL0nNyjQgvWa/Z2HIACTvFmDA0XRwsLC/Pz8uy5qCp2JKioqgATvDsqvagar1drV1TWyvbjuyW9b/H4/FMENP/SIomh6ejpy85kRFEUffvjhW0EAOvrlDhscBEFYLBaXyzW41hhtzeXvyWgWFEWXLVu2dOnSESGuHrLFcDdOWhKJVF5enpCQcPr06cmTJ8OXN6uaR8TGgiIUs9kMLT+u95tR2FTsnoxmodPpH374oUQiGZH9fshTfaTcobtO7nyEg06nD1LbBvU8v42um/fk9gjkQe70KO5K4fF40HViyMD7ERQajTZ4+3igpLtt47knvwGh0WjJycl3ehS/X7nDBgew7w3+G4PBADRt9+Se3JPBZZjod4vF8umnny5btuyLL74Ifnn48OGRGdzNCFAuDu5pGI1Gm81224Z0T+7JXS2joTTmzkc4flW4XO7gjs49uSf3BMRut3d2dqanpw9ZrbzwwgsvvPBC/29mz549EkMbeWGz2fegXffkntygWCwWlUqVmpp6B22O0V6lAkzy9wKn9+ROicfjCTZ/Gv1CJpN/P3sw9EK706O4J79fsdlsd1FhNplMHiZJ6/DlLohwQDOzOz2Ke/I7lWCPzTs9kBsSNpv9+8GjYRg2oFn0Pbknt1NsNtvVXTNHrfB4vDueKxjtEQ4EQcLDw++WN3rrJNg58E4P5HcnQqFwQMwAw7Dt27ebTKY7NaQ7IgkJCV9++eWpU6eC36Ao+vLLLzc3Nzscjurq6ieffPI2DykkJORuLAUacbmnHO6UhIWFDZiBFotl+/bt94ijrid3wUZeV1cHTQLv9EDusHR0dLBYLIVCcacH8vuSq/OdFAplxowZt8FXwDAMx3EajXbHyTzmzJmza9cuBoPRv6/K+++//8orr8DnjIyMr776Ki4u7s9//vNtG1Vzc7NOp4MWWb9ncblcra2tGRkZd3ogvzu5emFyudwZM2bcBg8ZKO+gYdutvtYIymiPcEATPBqNdqcHcudFIpHc8YDYPUEQBEVRkUh0G3TKxYsXf/rpp1t9lV+V0NDQrVu3QsFIkA0sPT39j3/8I4IgLpfrwoUL0Gj71VdfvfEudMMXMpl8r2AeQRAajRYeHn6nR3FPEOQKTuI2GAHHjh07evTorb7KiMtoNzhQFM3Pz+8PDXO73QaD4fcWP0RRlMfj9UcSQCujEX8OBEEEAoHf2+MdnTJu3Lhly5bd6VEg69at4/P5CIL86U9/Cg0NhS//8Ic/kEgkg8GQmZlZUFCQkpICLbnXrl172waWnZ3dv+Gn1+vV6XS/w6lLpVLFYnH/TQ6Uw8he5RYpnHsyNJk5c+bMmTPv9ChuWkZ7SiUQCOzcubOgoCA0NDQQCJjN5g8++CAtLe3hhx9GEATDMIPBwOfzmUym3+/v7e0ViURkMpnFYl2TTMzv93s8HjabjeN4W1tbREQEnU43GAwikchms7lcLrFYTKVSW1tb2Wy2VqtNTEwMBAJOp9Pv96MoSqVSfT4fiUQikUgcDgdFUbvdTqVSJRKJw+EgCAL0Mo7jer2ex+PhOE6hUKhUqt/vB2I7u90OzAEUCkUikUCqyGg0BrUDiUQSi8U0Gs1ms9ntdoFAwGazQZXgOK5SqaqqqsaPHy8WixEE+eGHH2bPni0Wi1UqVUhISNDnHqAUgpoIHheXy+2fn8Jx3GQy8Xg8Go1GEITf729paUlOTvZ6vQRB0Ol0ODzYDB16HwcbugJXbEVFRWJiYlhYmNVqpdFoLBbL6XS2t7cLBILw8PAhdH8FwjeLxQJDioyMBGVHoVCCndmRq0Ka0EEUx/E7W/o1TPH7/RDYI5PJZDL5Tg8HmTNnDoIgO3fu/OCDD4JfLlmyBEGQjz/+uLW1FUGQ3t7ef//733//+98nTpx4e0ZFEMTevXtTUlKSk5MDgYDVav3yyy8ZDMaLL76IomggENDr9Ww2m8PhwMJhMplsNhtoBq+eG0CHD45NZ2enUCjk8/lGo5HL5fp8PqvVyuPxOBxOd3c3giBWq1Uul3O5XJifPp+PxWJB/otCodBoNA6HYzabEQSRSqU4jtvtdjAIYLGgKMpms71eL/wLS8zr9YIfBfEzn89Ho9EcDofX64URoijK4XB4PB6GYXq9nkajSSSS4I3YbLby8nKpVAozv6amxmAwTJ061WQyUSgUHo/XfxX3l+D3ZrPZ7/dLJJL+mtPlcnm9XoFAAD/r6OiQyWQcDsfpdLJYrP5K4GrNgCBIIBCoq6tzOBxjxoyhUqkWiwW8f5VKZTQa4+LigsrtZl+9wWDwer2BQIDD4QiFwkAgAK3drr61oPj9/pKSkszMzDteqTFkIQgCwzASiUShUO5SXONoj3AgCCKRSDgcDkEQFRUVZ86cWb58+dy5c00mk8Ph2LNnz/r16zds2ODz+Y4cOfLjjz/6fL5PP/303Llz1zxVY2PjJ598guM4hmFVVVVgSZw6dcrtdre3t58/f37Dhg0lJSVbt271+/0VFRUYhjU0NNx///3Lli1rbW1taGj45ptvLl68+P7779fX15eXl69YsWLTpk0ul+vHH3/s7OyEq+A4fuHCBY1Go9PpOjo6Ojo63n//fb/fb7fb33333WPHju3bt++nn34ymUwVFRVOp3P37t27d+8+e/bsgQMHZs+e/cc//tFut+/fv3/nzp3FxcXBwQcCgebm5pqamqqqKoIgzp496/f7BQJBQ0PDu+++q1KpgjZBRUXFl19+uXHjxo0bN/b19QXPUFxcvHjx4tOnT+t0ugsXLrS0tJjNZrvd/swzzxw/fhyO3bp1K4ZhLpfrT3/608MPP9zc3AzH+v3+LVu2vPnmm2+//faXX34ZLAbr7u5+5513Ojo6Pvzww5MnT/7973//8ccfCYL4/PPPGxsbd+zYUVpaOrT3fvny5S1btuzYseOTTz5pb29/5plnHnjggYqKCoIgenp6/vWvf9ntdoIguru7i4uLbTYbaPP169d7PJ6hXfFXhSAIo9HY2tr6q34eMHP3RzzcuOA4PqqKL2JjYxEE2bVrV/CbtLQ0uVyOIMju3buDX1ZWViIIEhERcdsGJhAIhEIhQRBNTU2HDh2aPn36qlWrTCaT0+k8ceLE3//+988//9xms1VUVHz99dder3fbtm39B9xfjEbj22+/7XK5oM0v7P2lpaXQyOnixYvffffd+fPn//Wvf/n9/traWovFYjKZ1q5dO3fu3BMnTqhUqg0bNpw5c2bDhg379u1Tq9VPPfXUP/7xj76+vnPnzp07dy44YRobG+vq6lwuV0NDg9VqXb9+PazcDRs27Nix4/jx4999911PT091dbXFYikvL9+0adOpU6cuXLjwxBNPLFmy5PLly42NjT/88MOWLVuCtgiCIGq1uqWl5ejRoxiGmc3mgwcPpqSkeL3e99577/Tp00F/xmg0btq06csvv9y8efPJkyeDo7LZbC+++OKf//xnp9N58eLFxsbGjo4OHMf37t370ksveTwegiDa29uPHTtGo9FOnTo1b968L7/8MjhL29ra/ud//uedd9556623amtr4Uscxzds2HD48OHS0tL169eXlJQ899xzBoOhu7v7448/1mg0H3/88dAKzgOBwO7du/ft2/fee+9dvHhx9+7dq1ateumll8DrO3bs2J49exAEwTCssrKyvLwcQraXLl3asGHDrbPgQRdpNJob+aXJZBpa38G7Pfx8F1hJYOZTqdSysjKdTtfb27tx40a5XP7AAw8IBII333yzqamJIIiWlpbly5czGIzIyMgBWAeCIPR6vUAgsFqtGo0GXJmlS5fiOG6z2Xp6egKBQEZGRnx8/NatW3/55Zfx48eHh4c/8MADdDpdIBCsXbtWIBCkpaUJBAK5XB4fH5+WliaTySgUyrPPPovj+M6dO7VabVxcHFwORVGfz7d9+/b58+e3trZKpVKv16tWq8Vi8dixYxsbGx977DGVSrVt27ZAIDBx4sSCggKXy5Wdne3z+Uwmk0wmw3FcKpVWVFSArgehUCiTJk1iMpk0Gs3r9V6+fHn27Nl2u33r1q0EQXzyySevv/46GO8sFsvtdv/v//7vY4891j/JPWHChLVr17pcrvb29ldffZVKpT788MOrV6+ePXs2aFiLxXLixInp06efPn3622+/DQQC8+bNi4+Ph6BOUlJSRUXFoUOHPv300+C61ev1fD5/+fLlZ8+ezczMTE1NhQfOYrEKCgrAjRvCS0dRNC8vLzs7e/PmzQkJCWFhYa+99trhw4eNRqPP5/vmm2+6urqmTJmCoujf//53Mpnc1ta2atWqzz77LDk5OSMj41aEN2Ar+vOf/zxnzpxnnnkmEAjU19f39vZOmTLlmjwxRqORRqMN4fZHG2IJcPj9q3KmTJmCIIher6+vrw9+CTbo7dSGbrfb6XRiGHb+/PnOzk6tVrt9+3YKhbJmzRocx//617+2traiKNrY2Lh48WKxWCyVSgdgz0H1s1gsm81mNpuNRmNYWNjs2bNxHPd4PN3d3UlJSUqlMjQ09Pjx47t3746MjIyIiAgJCUEQxOv1zps3T6lURkVFxcfH83g8mUzm8Xg8Ho9CoXj22We9Xu/evXs9Hs/SpUshbICiKJPJ3Lhxo0Qi6erqYrFYBEG0tbVJpdLs7Oz9+/ePHz++qKjo+PHjDQ0NL7/8clZWlsvlmjlzJgCHGxoa6HQ6jUYzm81isThoRhAEERcXJxAIzpw5QyKRqqurU1JSJBLJrl27HA7HTz/9JBAIJkyYADFaFou1c+fOQCDw1ltvBZcJl8v929/+9vHHH3u93m+//ba2tlahUHz11VdTp049fvy4z+djMBgnTpwgk8k+n2/9+vVnz56FjkUymQxBEIFAkJCQ8Nlnn02ZMiVoceI43t7evmLFCoFA0NbWlp+fr1Qq+Xy+0+mERdrY2Dg0N51MJj/++ONGo7G3t3fMmDEoio4ZM+arr77y+XwWi+Wjjz6aNm2awWA4dOjQgQMHCIJ46623+Hz+P//5z2efffYWweACgcCxY8f+9re/rV+/Xi6XYxhWVlaG43hhYeE1TZy+vr7IyMibXekwf0ZoyHdGRrvBgaKoRCJhMBhMJvPJJ590u90+n6+0tHTKlClUKvX48eOXLl2KjIzMyclJSEj4/PPPzWZzVlZWfHx8/5PgOH7kyJGEhASr1fr222+fOHEiOzu7uLi4qamJx+PZ7fbPPvuMz+e7XK7ExMSFCxdCGMNisUCawOfzmc3mXbt20en07777Lj8/PyYmpqqqSiqVqtVqFov1yiuvfP3113V1dXl5eQiCkEikyMjI3t7e06dPm0ymp59+2ufzbdmyRaFQWCwWEom0Z88eg8GgUChsNtvLL78MI/z6669lMpnBYMBx/K233rLb7RQKxWKxwC14vV6j0fjpp5+63e4HHngAahGjoqIsFsu4ceNaW1uDfSUg9IqiaE5ODpVKhTwRnMTtdp86dSoxMXHRokX79++HUDCJRBIKhd98801eXl5ra+uUKVNCQkLIZPKmTZsIggiqDzKZbLPZnE5nVFSUTqcLPtuUlJQjR47893//d3p6+pQpU9577726urq//OUvcrn8k08+kclky5cvH9r2TxDEoUOHLl269O677+r1epVK1dDQsGTJkmPHjgkEgvHjx//zn/+k0+lwrQ8//HDr1q0UCmXdunW3YsN2uVznzp376aef7HZ7XFxcX1/fDz/8YDQa8/PzkWtxBl+znwukhyAOz+fzIYdlsViMRiOVSlUqlf3PAAlEo9EoEomgEAMiH7cfl67VasPDwxMSEo4cOQLfzJs3D0GQ/iWyCIJAi4ob8fBGSkQiEYvFolKpq1atcrlcfr+/tLQ0Pz+fz+eXl5d//fXXEokkNTU1ISFhx44dJpMpKirqmWeeGfD0SktLuVyuwWB4//33Kyoq7HZ7d3d3SUkJj8czm807d+4kk8mQ9Xjttdc2b978t7/9zeVysVis2bNnq9XqxMTE7du3jxs37pNPPgkJCZk0aVJVVRVEvLu7u19++eWWlpaSkpLo6GiwOcLCwlgsVltb25kzZxITE5944okNGza0t7e73W4mk1leXq7VasPCwiIjI//xj3+43W4ymbxnzx6pVOr3+wOBwI4dOyCSiqIoGBw4jrtcru3bt1+8eDE7O9vj8Rw+fPjll18mkUhhYWGTJ08+depUEOnCYDDIZHJISAiDwYCgIDwNEol09uzZ1tZWDMP++c9/er1en88HutFgMHz//fcPPfRQY2Pja6+9xmQy//KXvzz11FOQPAqetqmpKT4+3mq1BmOfZDJ56dKln332mVAoXL16dWtr62uvvZaVlfWHP/yhvb39o48+Wrhw4ZCXqt1u/+ijj7KyshgMhk6nKysrCw0N5fF4H3/88R/+8AedTrd27drs7OzPP/+8rKzs9OnT3d3dq1evBqtraFe8nkA26uDBg4cPH2az2RKJpLm5eePGjTQabdq0acFkU/9DUBRNS0u7+jxer9dms6EoKhAIKBQKjuNms9lgMPB4vJCQkP4nwTDMYrEYDIaQkBA+nw9XgYzeKE8lo5eNbUM+OE0UM4JDuaZAVPDVV18N4iW9Xu++ffugLjEQCAQCATD/g3EquVw+ADQAOT+RSNQ/Pel0OgOBAJPJpFAoLpcLUuag0CE0hyAI6Br4EkEQi8UCqVmFQqHX64VCIWzDISEhZrOZy+UG1w/kFAdgHRAEwTDM7/czGAyNRgOZXZfL5Xa74epMJpNEIpHJZIvFAl5FREQEpJxhSmm1WhzHFQqF1+t1OBz9EXMg/VOqCILgOE4mk/unVHU6HZ1OFwqF/Z+P2+3u7e0NDw+HzDGTybwmCsTtduM4TqVSCYII1moCyNTj8YC71t3d7fP5QkJCuFyux+OB+xpamvby5cvPP//8V199tW/fvn//+98+n++9996bPXv2li1bdDodtJl2uVyQFT5w4MCKFSuef/75W8TQtWPHjjfffDMqKspsNs+bN4/JZO7evXvcuHFMJpNOp+fl5c2cOXOQHoTBmzp8+HBNTQ2JROJyuU8++eSJEye++uorKpW6fPnyhQsXwoPy+XwOh8NsNr/++us5OTlJSUk5OTlff/21Xq+3WCxvvvnmAHv6xmVoymjbtm0rVqxobGzMz8+3Wq1jxowpLy8nk8mPPfbYt99+C7+h0Wg1NTWJiYlbtmx56KGHBj/hiERBcBx/55131q1bF2RJwTDs4MGDeXl5crkc0qZgKEB6y2q1giU9QDOYzWYOh9O/d6jb7YZjIZQIdwffgNJArjSBgkUK4RCdTodhmEKhAFdBKBRqNJrQ0FCPxwOgjSASKwh3CE4YWEQYhoGHoFar+Xw+gD8oFApBEEKh0Ov1cjgcu93ucDhQFI2IiGAymUE8E1gGQEyiVqvlcvk1AQ3BrCt86A9nsVqtTqcTArf9n49KpSKTyVKp1Gw2A2qk/+sL3pTNZuNwOPBA+t+Xy+UCLWq32/v6+iACDZsrjH8Ir54giPXr1/f29v73f//3008/XVNTExIS8u2330okkv/6r/9KSkrq7u7m8Xg6nS4yMrKvr6+srOyDDz4oKir61RU6tMG89tpre/bsCQsLw3F84cKF7e3tjY2NGRkZMIUWLFhwIzHXQCCwadMmp9Op1+tzc3Pvu+++77777uTJk06n89VXX83LywsqYZ/P19TU9Omnn2ZmZo4bNy4iIuL//u//nE6ny+V65513IPx2q6XW1D60A+8Cg+Pxxx//6KOPrt5cb1xwHD9x4kRubi6AOu/J6BeCILq6ulQqVX5+/v79+1UqlVKphMjK5MmTjxw5kpycPG7cOK/XC1CYkydPvvPOO7eO1dtut1ssFovFsm3bttdff51EIrW2tp49e5bFYslksujo6Li4uMF1CijZy5cv22w2o9EYCARWrlxZVlb2zDPP3H///evWrQuaSi6XS6vVyuXy999/v6qq6qmnnjp58uTYsWMnT5783nvvLV68ONg4/mZlaPp9ypQpJ0+eRBBEpVJVVlZOnDiRz+dbrdbw8HCHw0GlUouKil5//XWAi86ZM+fQoUODn3CkDI4nn3zytddei4kZuhYiCKKsrCwsLOxeWeldJARBFBcXJyQk8Hi8zz//PCUlBcD4KSkpZDK5rq5u6tSp0dHRer3eZDLt2rVLJBI9/fTTtwi9Abgur9dbVVXV2dn5zDPPOByO2traS5cuyeVyyMWDDzz4SRwOR2VlZSAQaG9vj4mJmTJlyq5du/7xj38888wzDz/8cNAgNpvNbrebxWK9/vrrFovl0Ucf/fHHHxctWpSenv7666+/8sorkNS+1TJkg2O0p1QQBImMjBym24qiaFJSUn8n5p6McoGURFRUFEEQCxYsgG8gbEgikYK1lwwGw+VynTlz5qWXXhIIBLduPFwul8vlhoaGvvHGG+A3p6am3tTaxnF8/fr1kD5nMpk//PCD1Wo9ePDgiy++WFpaCukt+CWTyRSLxdXV1Xa7ncvlZmRkbN++Hcq1vF5vUlLSrbnF60pxcfHnn3/+zDPPhIWFhYWFwZd//vOfoYdzYmJisJ3szz///KvWxgiKQqEY/kuPjo6G3NYoj0Xfk6CgKFpUVIQgCEEQr776KkSRIcFEIpEKCwvhZ3K5vLq6GkXRRx555NZhRSHpjyAIYO8QBOFyuQUFBQUFBTd+EqfT+cILL1RUVLhcrujo6E2bNvX19ZWXl69bt+7y5cv9fykQCAiCKC8vhyhpQkKCyWRyu92bN28WCoW3E7I9NBntBgeJRIqJiRlmCRCKoiaTicPh3C0dMe5JUAYAI/orDsACf/rppw888EBsbOxt2DCGU6dKIpHmz5+vVCozMjJKSkq2b9/+hz/8Acdxp9M5Z86cAWDGbdu2/ec//4mNjZ09e7ZcLn/rrbc6OzuVSuXq1avvCPnbunXrurq6XnzxxZCQELVa/c477/zf//3fgN/8/PPPDzzwwO0cVVRU1DCpzaGyncFg3It93o3SP3U+IF0CdXwlJSUvvfTS7VH7w3FomUzmqlWrZsyYkZqaunnz5sOHD4PZ5PP5FixY0H/7CwQC//rXv/bt25eRkbFgwYKQkJB33nmnu7t76tSpKSkpo3+DuwtSKi+88ML69euHqREcDsfQar7vyegUSA9/8MEHY8eOnT59OoqikGinUCi3IlM7IhJMJXi9XrPZPIClPjg5CYJwOp0AiwkCga/GpQ5Bhj//GQzGgKrj0NDQtWvXHjt27PTp0zd4kpFKqTz//POvvfbaMJPWTqcToJTDH9I9GSVCEERra+uHH3743//931KplEKhkMlkIEMatVtAcFHY7XafzxdE+iP//7IlCMJms2EYxuFwBpAk3c5b+y2nVGJiYobfosnn8zGZzHtq5Tcjfr//yy+/hJLdVatWUSiUhQsXHjp06PXXXx8ypvJWS1AjMBiMQbZJqDMaEPMYJYryao6Tvr6+N998844MJjIycvitcf1+P2CrR2RI92Q0iEaj+eyzz9asWbNly5azZ8+mpqaGh4e3tbWtX79+tNWcByW4wAcPYaIoerXvPUqUw43IKPUFgzIAFD1kYTAYdzVfyu9EwLkfnJWZIAifz7dhwwatVsvj8TZt2jR16tSGhoZDhw7V19cHdyCfz3frGMB+VQiCsFqt95pG3lIZEeAFnU6/pxnuCgkEAsDMNshvCIJQq9Vvv/12fn5+SUlJd3d3amrq6dOnDxw44PV6g2YlUD7ellFfe5Amk2nEuefvChntEQ4gKhjmu4F8Xk5Ozt1Lavs7EYIgjh49WlhYOEhRksvl+uKLL6qqqtavX79ly5Z3332XyWRmZ2fX1tYWFRUFIwdQCTmcEoZhSktLi1KpHEJ1FVhUo6FJ7NWSlJQ0b9687OxsAMr19fXV19fv3Lmzo6Pj9g/GYrEMk5KVIIiamhqpVBodHT1So7ont0isVuvJkycXLVp0vXAUQRAdHR1QMJWRkWEymd5///2GhoZVq1Zt3Ljx8ccfDyZbVSqVXC6/U8AdHMdra2tzc3OHwOI1mpXDjchoNzgQBLHb7cNUK8CNM/zo6z251QL48wHZhAGCYVhqaupDDz2kUChefvllAI6FhIQkJSUFk5oIgojF4v550KEJQRDNzc2hoaH92wfeiECHmqu5v27wogcOHJg+ffqoag4sl8u/+OKLRYsWXa3p1q9f/9NPP/3hD3/Q6/W3c0jQ6WOYJ7FYLEGO4HsymoXH482YMWNwhJbP53v88ccnTJhAo9FSUlJIJFJubq7f7//LX/7C5/ODUzchIWH44/H7/Y2NjYmJiTcLF/V6vdBdeQiCYdjPP/+8YMGC4cMM7oiM9pQKiUTKz88f/sNVKBS/+TStw+G4cOHCqGrDcbMCREOD34JAIJgzZw5Q7wWZi4Ceb5i8v36/H+gX+3959OjRpqamIZzN6XQOecpdTdx0ZyUmJqaysnLx4sVBlQ29yoI/WLp0aU1NjVKpvG1DQlF07Nixw7fJpFLpXaq7b1ygk4jRaLzTAxmWeDwejUYziGcP9AfTpk0DxyNomlAoFGjqOZyru91ut9vdXzlgGLZjxw6r1XqzpwryoQ1hGOBcjVpc/K/KaB830KoMP93F5XLv3pd0g8JgMGJjY+/q20RRNDo6+k41QnQ4HC0tLf2/IQgiLS0tJSXlZk9FIpGmTJlys3EREBRFY2JiRg+6jUql7tu3D3JV0P9PIpHQaDQKhRISErJ06dJjx44hCKJQKPbu3Xvb2G4gET58lAybzf49MPRERUXd7SFeJpMZGRl5p67e29s7IIAXCARmzJgxBLJBFotVVFQ0tFlHJpNjYmLuXiU/2seNoqhCoRjm8yWRSBEREb95kA6FQpFKpXdpbg+EIAidTnenQHx8Pj87O3sA80dmZuYQPGAURYVC4dAsJ3BiRs8uuGbNGjC53njjjaKioj179oCvTBCERqPZtWvXjBkzXnrpJQRBMjMzly9fftsGJpfLh2+bhoeH/+ZBoyiKikSi/n0c70ZxuVxDCCeMlMTFxUVERPRXDkwmMy0tbQh7E3CFDU1Rk0ik0NDQURX+vCkZ7RgOwNfMnz9/OA4fiqKjqqtvIBC4Jt6NRCIBJUBwLsLEIpPJd69Je1NCIpFuZ1h+gFytAsBuuM3DwHHcarXyeLxRolbuv/9+BEGOHDnyzjvvXO83H3/88eTJkxctWgS1iLdnYHV1dbNmzRoO2REwVI6exQVtX65ZXQWNOYJTNEiCd6fCgbdfgO33Tk4kjbUAAKKFSURBVF39auVAJpNvv3Lw+/12u53P54+eSXtTMtonq9/vHxEqJ6fTOXrIBLVa7f/+7/9GRUVptdr+85hGo8lkMrPZbLVaofWGXC53u93BxoxcLjcqKspgMCAIAq2S+odtxGKxxWIJCwtjMpk8Hs/lcjGZTLBgrtmxkMVisVisQCAQNGhuXHnd1XGUUS4+n6+ysrKgoGCUtKJOT09HEOT7778f/GdbtmxZtGjRbWNeDwQC0OlwmOdxOp3DBxePlGAY9q9//YvNZg/II0NLZyqVqlKpgp3PRCKRyWQCFAuJRIqPj4f+jsCx7fP5gofT6XTgBVAoFEGWMxqNBqG7q9cyhUKBHqQkEglgUvDhBu/innK4deJ0OqurqwsLC+8ZHLdEoO3q8Gfw7emhd4MiEAiWLVs2bty4a94X9KHGcdzr9VKpVKfTOQCs5PP5AJDodrv7V5NjGGa32wHhCM1aQaHo9XqJRNLR0YGiqM/nwzAsEAhAS3QOhwMmHbTehea0er0ewP+gs6BRNY1GY7PZfD6fxWJxOJxrmiZ8Ph/+BCcE6k8URYHgL9ge8+q77t+1Mii/W7VFp9OhVcQoEbDU+/r6Bv8ZNKaXyWS3Y0wIAvvx8A2OUZWFpFKpEyZMyM3NvWYWD1rgIgji8XiAOtNms/W3S6D5LYVCAcqK/sf29vba7XatVkuj0SCGSqFQdDqdRCLp6+vz+/2gZHw+n8vlstvt4LuTSCQqlcpkMvl8Po/H83g8RqORIAi/3w//UqlUBoNBp9NFIhGHw6HRaNcMQpDJZIlEAjkdOBuO43B40B26pp7vj/0c8P1NP9zfhPB4vCH3bhwNMtoNDhzHR8TgGFX2IIZh0GP6mqMKJo8A5HVTUcSpU6cO/gPiigyoMgi2zEb6seJA0sdisbBYLBzHzWazz+fr6Oiw2Wz93whoHyqVqlare3p6CIJgs9k+n0+r1fr9fuDNZLFYfr8fAiqg3UB1+nw+r9cbFhbWv9yAz+cPKDmBpFh/pw2C4XK5nMlkQvOt4J+EQqFQKMQwbDjV6gRBeDweBoPh8/moVOrNzh94yEObuqNNmarV6qioqF/F68EPzGbzbRnUiNE5jyrNAH3ekeuMikQigaEfXBojSywEkzYQCAyA4gYXl9/vB+otHMfBOvF4PEwm0263e71ejUZjNBotFkv/Y8HtIZPJjY2NBoOBwWBQKBSTyQRKhkqlSqVSWGhwIRzHHQ4H+JlOp5NCoURHRwefBolEEovFIpFowHsHJwo+gx5DUVSpVBIE0V85kEgkQEfhOD4cmnPwCWk02tAoMYJNKH8DyuFmZbQbHKDx7+pSzwFCEMTevXtVKtW0adNu/9WDW+AgruEANPuADoQTJkwY8Pug6geFBV+CYTHgN0GNBoIgiM1mg6ajAwZ59Wp0Op29vb1wHtC8KpUKwzCXywWunsfjIQji4sWLMpnsueee+/zzzx955JGsrKwbeSzXFDDIysvLU1NTb7YrKY7jR48enTRp0hAQBi6Xq7KyMicn52ZRfoDilMlkIwv+qK2tjYqKevzxx7/77rtBgFCPP/44giCVlZUjeOlBBLaN3xiXa1NT09atWydNmnRHsmmgHCCqcb3f3FRiOjhbBigHn88X/Bx0dSBkgiAIuBZkMlmr1V4T6Ha1Ha9Wq51OJ3ymUqkejwcajjgcDqfT6XK5MAxzu90nT5588sknWSzW+fPn//znPw85yR702c6ePTtp0qSbhdG43e5Tp07NmjVrCNaD2WxuamoaO3bszV4Ux3GNRjP8Coxhymg3ODwej8ViGSbeE2ofJBLJKEHhYRgGpDR3eiAjI/2BbMHPg6utoNwUEWdeXl7wc/8p0draeurUqUmTJsXFxWEY5vF4+Hz+c889JxKJwBUDXQapKIPBAKA8Mpms1+vNZjOKovn5+QPAqiiKguFVUFCA3nzvNBKJNHny5KHVBVgslqGV6UMKf/iUAwPkm2++mTdv3oQJEz766KNXXnnlak5oEon0j3/8A9JAtw0ximHY8PmhobaWy+WOkiJkn88XGxs7+nt+3qAMKPgK/vcG18WNK4fU1NT+/+1vzRw8eNDn8+Xm5spksqeffhpyVYmJiQwGI6gcvF4vKAedTgfBFdgyILg7Y8aMAVSEVCqVSqUSBDF58mQSiXSzyoHBYEyZMmUI1gaMamgwZyB9l8lk9wyOwYRCoURERAwTiR0IBDZu3Lh27dpRghsNCQkZkTYQv2cJPj2CIMLDw2Uy2cGDBzEMA0eHz+d7PB4oP3O73WazGULBPB4vWDysVCpRFI2Pj4+NjR2EogAUyvnz5wUCQXJy8g2+NRRFh+yktre3k8nkoZXFQnprZGfXvn37Tp06NXny5BdeeGH69OlfffXV2bNnIfEvl8vHjx+/du1aiCRVVFT88MMPI3XdwYVEIoWFhQ2z1JMgiJ9++mn69Ol3kAK/v/D5fC6XO0r8ortX+k/+7OzsX375ZcuWLS6Xy+FwSCQSaNdHp9NZLBaGYTqdzuPx0Gg0JpPJ5XJBRQARztixY0NDQ69n/0GhkN/vP3jw4Lhx424cvUQikYasHOrr6+Pi4oZmcECp5p3deka7wQHgpmE+IBKJ9MADDwxOmH3bBPxpp9MJJufRo0epVGpCQgKGYbm5uWQyOWjAQtQuGCoIBAKtra1RUVF3EZF+IBCAjCyO4zQajcPhjLh9DVv7ggULAHXh8/ncbjdgPhAEYTKZQYA9VB0Hgat+v/+nn34ym81ZWVnXGxVBENXV1W63OyYm5rY988zMzKEdCDOKyWQOgalsEMFxfNmyZcXFxampqampqZ988sk1f9bS0rJgwYLbxnYDYOThn+S+++6DvjCjQcLCwu677z4EQdxu9+HDh/V6fW5ubnd394wZM4LtJwG9hKKo1+tlMBjgjvf19QEe4m7RDLBaPR4PVBuxWKz+fQlGSoDS5rHHHsNx3O12e71eSOYCgB20AVyUSqWCXoX/ms3mzZs383i8hISE640qEAgcO3YsISEhNTX1tgWlJk+ePORrdXd3i8XiO2tbj3aDw+v1Dp9plEQi3UGKuqsl2PPQ4XAkJyczGAyv13vixImLFy8uXrx4//79iYmJra2tFAplxowZarXa5/MVFhb6fL7/+7//W7FiRV5entfrLSsri4+PVygUt3nwNwiH9Hq9R44c0Wg0Vqs1NDQUwzCbzbZixYrr+QED0r3IzcOjUBSl0+kHDhwoLCy8kcdCJpOBpWrwC/H5fCaTKZfLb6cqH9q1SCTS9OnTb4V/bDAYxo4d++67765du/Zqfefz+TZu3Pjqq68C4PH2CIZher1+mOguFEXDwsJGakjDF0j8IQjicrkUCkVERASDwVCr1evXr1+0aJHRaFSr1Ww2u6OjY+7cuTiOd3Z2Tpo0ic1mnz9/vqWl5U9/+hOJRGpoaMAwLC0t7TZHSoI4rV9VDu3t7efPn9fpdGw2m8lkYhjG5/P7E+dffVrkyqIYgnKAUEQgEDh48OCKFStuxE4VCATPPPPM4FdBUVQmk7HZ7Nts5w3tWmQyee7cuXecTnC0GxxkMlmpVN7xxzSCQhAEg8GAO+LxeOfOnYOA3rRp0/h8/rp16yIjI/v6+pKSkpRKZU9PT3Fx8dq1axEEYTAYf//7361W61tvvTV27FgMwzgcjkQiuakS+eGLx+N5//33V61apVAoWltbFQoFYM4RBKFQKMnJyZAlJZFIWVlZUEYLwwNXpj/2on9apKamxuv15ubmIgjicrlaWlqCp0L+f8TGIOuNIIjm5uZx48bdyCE3WELi8/mio6OHAET/1dFeT6xWK4vFGkLkE24/Pj7+ViASPB7Pyy+//Ne//nXhwoVpaWlhYWEoihoMhsrKysOHD2u12hG/4uACXsTdzp45QEgkEgAXuFxud3c3oB1lMtmSJUvefvttr9fL4XBiYmKAGWXXrl1z5sxhMpkoii5evNjtdm/evNlms6Wnp1ut1sTERIIg+rMI3gY5ffp0fX39U0891dPT43Q6FQoFtBEmCEKhUISHh8Ng+Hz+jBkz+Hx+sGAeYjbXXLOBQGD//v2TJk0SiUQEQXR1dREEERUV1V97XH3U1eJyuYI9jW9EOfyqueb3+9ls9hA4Q4ejHCwWC41GG0KQOxAINDU1paSk3NkY2Gg3OKCx3vBBo0OuURxx8Xq9H3zwwbp16/h8vlAoTEpKIpPJUVFRDAaDwWC89957FoslPDwcSjCys7Pz8/ODI4cI6syZM10ul1qtzsrKOnXqlFKpVCgUwH6BXAXhHNlbJgiiu7vb4XAcP348LS0N8FYNDQ19fX1kMpnNZsfGxoKVgGEYi8VCUdTtdgcPx3G8pqYGVEZkZOTYsWMhl4lhWH9IL8STo6Oj6XQ6hF47Ozurqqo8Hk9SUhI8kGsOD0XRxMREDoeDYVhjY2NXV5fH48nNzR0Oe+kAPoMbFBzHz507l5eXNwRadKvV+tlnn7311ls3m+hFUTQ5ORlKAG7RVHc4HLcNpTG4+Hw+4McbzklGlWbAcXzr1q0ymSw0NJRCoWRmZmo0GjAfRSLRn//8597eXqFQ6Pf7tVqtQCD4y1/+Ehw5rL5x48ZpNJqurq6IiIienp7u7u78/HwEQYL7E/weEgojfsuBQKC5uVmj0fz888+RkZFQSF9WVgaXGzNmTHh4OHKF6YDBYGAY1r/IyGazXbhwAfKhEydOlMvlUNHq9Xr75yza29sNBgP0YYYq4srKyr6+PrfbvXDhwkFwphwOJy4ujkKhOJ3O0tJSj8fj9/unTp065FQ7juPX5IT9VYEytPHjxw/hFXR2dv74449//OMfbxbXSCaTk5OTIZ10D8NxXYFpMcwHhGFYVVUVeM93XAiCADJQBEHodDpohKAEiRphcV4tdDq9sLAQEEDg5JWWln799ddSqVQqlWq1WhzHge6Cw+FcTaEItNkQiCaTyREREYCrIAiCy+WKxWJAHV59XQBgMhgMGo22aNGitrY2rVbrdruBANHtdk+dOrWrq+v48eOTJk0SCAQajebEiRMMBsNkMgECHEBbaWlpaWlpsFb37du3aNEiGo3W2Nj4448/rlu3jiCIzs5Oh8OhVCrBTXc4HN988w2CIGlpaQwG42rTAdwjiBK1tbX93//9H9zIhg0bJk6cGB0dPcwMfXh4+BBC0/C4hhZ5stvtYrF4CFG9QCBw6dKltLS0IVz0rhNgcBmmZsBx/NKlS2PGjBklMVSJRAIF2CQSKTExMTExMfinsLCwYPbnmhgdFEWTkpKSkpJgdaMoKhKJPv74Y4/HExsb63a7DQYD4CJtNlt/couguFyuoHktkUjEYnGQihQCWtdLYDEYDNjpExMTExISLl26JBAI9Hp9SEiI0+lMTk6m0Wh9fX0XLlzIy8vDcfzMmTPA16JWq6lUKqTGfD7f7NmzgZbj0qVLoaGhubm5GIbt2rXL7/evXr3aZrMZDAav1wtKgCCIurq6H3/8MTY2FpBtV5sOAIODXfbw4cMbN26cPHny4cOH6+vrZ82apVQqhxMho1KpoaGhQ5iBFAplyL1UbDabXC4fgmLBMKyysnLMmDFDuOgICnrZ2Dbkg9NEtxx+0tLSUlJSsmbNml99PYPk9ogrJE6jwY9paWn54x//uGnTppHi4Q9yWiAI4nA4rq5a7C84jkN9Afy3f8QVeGxMJtM11QqKomPGjJHJZP1LzoAUy+l0YhjGZDIdDgdBEMePH6+vr2cymdBkyGg0woKXSqVyuRz8GxKJRKfTKRQKUJ2yWCwgYkcQpKamxuPxpKenKxQKNpvtcrkCgQDEP66JE8QwbPPmzXQ6ffHixX19fU1NTQUFBQKBAMfx4cONkaESTA0nanrmzJkdO3a8//77N6sNMQw7fvx4UVHR9cIqw3wa6enpy5cvxzDs7bffDn45ZsyYhx56aNu2bRUVFTd4nmGGJUD6+vp27ty5bt26X1W+d4tm8Hg8TzzxxNNPPz1hwoQRGQ9st/AZKEQH/73FYgnSdvWnu4CAhF6v7x+t7C9CoTAnJyf4IsAdAvA7VJZ6vV6/328ymXbu3Onz+UJCQlgsls/ns9lsBEHQ6XQoOArGcREECcJISSSSz+cDerHq6mqhUJidnc3hcOh0uk6nk0qlkFQik8lXOwbd3d0//fTT+PHjk5KS2tra7HZ7kBR8+MmmIa/x4Ry4c+fO5ubm//qv/xoC+cfp06enTZs2Is13ak3tQztwtBscMHd/dXIQBFFZWRkdHX3NXXw42n/ExWazff/9948++ugo7Bb9qzvBjZh9DofD6/XCqfx+v9ls9vv9Ho+HzWajKNrV1eXz+YIKgkKh4DiO43hTUxOJRBIIBCaTiU6nQ9BCJBKp1eqYmBiVSgUNX4B31ev1OhwOvV4P7E8ej6ewsHDBggU2m23btm1r1qzxer1arXYQhPmNP5CWlpbo6Oib9YADgUBlZWV6evoQUirHjx+H7vY3O3i/39/T09M/vT1Ahvw0KBTKp59+unbtWhRFT506NWXKlOCfZs+effDgQYIg/vWvf7344os3gu8eEYMDuFVuxKZsbGzkcrnXdEZHlWYIBALbtm3Lzc1NSEi402MZKDfyyn71Gfr9fsiCBSHzTqcTwlRgT6jVauSKKUChUOCDTqdTq9XQ28XhcDCZTAiHsNlsh8MhEomMRiPUudBoNOAbVKvVwHAKbsySJUvGjBlTVlamVqsXLlzY1tbG5/PFYvEwX7rP5+vu7h5Cs3i3211XV5ednT0E/uKdO3cmJSWlp6ff7OCBCjYyMnJEpvqQDY7RnlKBmXcjv8zIyLhe6Ntut5eVld0RZs+rhcvlPvLII6OkL9cAGf5cRFF0QFPHAV1srlexOXv27P7/DSbXIdzSP6yCIAg0YgDDBb4E84XH461ZswaqfqA3xCB3hON4IBAAi6e5uTkhIeGa82fv3r0PP/zw1WUvg+9VKIqCgXXNSw/uWPN4PEhs3ezrwDDs22+/feqpp66Xjxuy/Oc//1m9ejV8DlI6ggDBK4qikBF74YUXRvbS15NrhruuKfHx8ddDaWAYVlxcPGXKlNFA/EUmk5csWTI6u7+OyC5FoVD6J3lvivSvvwRNFrBug9UxwT95PB6Ir8APoKI4MzMT2GICgcCvYi8gj08mkx0Oh1arjY2Nvfo3brcb4BRXT57BsUFkMhnwbde8NDTeu16RsFAoHNoM8Xg8X3311UsvvXRni8B/O2SXg/g6TCYzPj7+Ng9pEAmulrq6unPnzul0OuL64na79Xo9IAFHxDW8KwS9wm4OYFjqFQGENoPB4HA4IpEI2qaIRCKgdGtpadmxY4ff72cwGAKBYHAtGQgEgn0rwsPDr+dtLF++/Jp8ccAmV1VVdc2XQiKRIHV9vasbDIbrvU2Px1NTUzN4auyaQhBEbGzsiLfMnjlzJlgbFRUVOTk58+bN6//X4uLi0NDQ/fv3Iwiybt26/mywo0SCzZCvFgqFcj1D844IiqJAf6lWq0tKStra2oJkTQMEQRC/3280GiGP+fvRDMgV5QD9DYLKATQD9MUVCAQikQj+FYlEgGk7dOhQWVkZgiBQOjf4JVwuFzSwZDAY16uxZ7PZ999//zUnj8Ph+Pjjj69XukWj0QapFoHOmtcbmN1ur6urGwJPBEEQSUlJd5yMarSnVH57EggEent7w8LC/H7/gQMH/H5/SkpKWFjYwYMHRSJRcXHx8uXLnU4ntMvCMOybb75xOp0RERHZ2dlkMjk6Ohr0kdvtjoqKuv1gt6FhGm6PBAIBu93e3z4YZJzDDKcTBKFSqdhstkAguMHY/g1e+tixYxKJJDMzcwgp3kH8qutd7ldl165dixcv7urqSktLu7rxDQiFQqmurk5JSdm4ceOaNWt+dZxDGMZvXgiC0Gg0XC4Xmn10dXXJ5fKCgoLjx4/TaLTq6uqwsLDk5GQcx8eMGUMmk4uLi8+dO8dms2fPnu33+2NjYxkMhs1mU6vVCoXiZrv/jMj4B59+d1AIggDWLzabfSMLf5haLhAIdHR0hIWF0el0CKOOiHIgCOLHH3/My8sbQmZkZN/OkFMqv5EIx10kzc3N//znPzEMMxgMNTU1MTExUNDx73//W6fTjR8/3mQyff/99x9//LHVarVYLDU1NRaLRavVlpeXf/zxxzqd7tChQ7/88svhw4evh+G6dUIQxPnz50+fPu31evv6+vR6vcPhMJvNNpsNgBoEQeA47nQ6Gxoaamtrb/PW4nK5ent7kRsrCb6R3wx+eHh4uEAgOHPmzIsvvqjX62/q2EEuzWAwuru7hzakW1HuCIVUH3/88fWsDQRB/H7/p59+iiBIf3jHPbkpcbvdb7/9tkajCQQCx48fVyqVgUDg4sWLGzduPHjwYFZWllQqPXTo0D/+8Y/q6upAIFBWVmaxWOx2++XLl//zn/+cOXOmsbFx7969e/bs6ezsvP3jd7lcmzZtslqtVqsVSEQAhQr8vxiGEQQBHXBOnTplt9tv59hQFFWpVDCBb1w5DPlyZDI5Li6ORqNt27btrbfe6t/m+kaGOsjVqVSqSqUawpBukXK4WRld+UIo9RzyQ4Gk/iipcLue4DgOOAOhUBgZGVldXZ2dnS2RSNasWZOent7S0uJyuaZPn87j8dhsNvCdP/DAA263e9OmTSKRyO12i0SiiooKKpV6+5voejyejo4OgUDQ1dVVXl4uEAgcDgeUvXi9XhKJ9Nxzz9XU1Ozdu9disbzyyiu3eXgcDidYVzwiAlbU4HHI9PT08PDwEWwUzuVyW1tbMQwbDcACBEEg715fXz/4z5qamhAECQ0NvRVjGKZmgPYZo+R5Xk98Pt/ChQuVSiWZTM7Ly6uuro6Li4uMjFyyZAmPx2OxWC0tLXFxcdHR0dDAWaFQPPjgg1Kp9JdffuFwONCzEByAm9rhRkQIgujo6PB4PDqdrru7W61WJyQknDhxgs/n22w2q9U6ffr08ePH/+tf/+rt7VUqlQPoAG6DDAKmHpoANH6QUjISiTRt2rRJkyaN4MQTCATAfTB68oA3JaMrpeLz+SgUypB5MxsaGhAESU5OHtFBjbD88MMPGIY98sgjN/j7YGsVn89HIpEAuW21WoHqp6ura8eOHWQy2e12R0dHBwIBUDpQSIYgiNvtViqVVqs1JCTkalMMIEgDMoKAliIIQiAQEAQBq4VEItFoNJfLderUqe7u7vb2dhKJtGTJEoIg6urq8vPzDx8+vGzZsvDw8J6envb2do/HM3ny5NGJjUUQxO/3NzQ0BBEhfD4fRVEajRace6Cb+vr6WlpaJk+efL3zAHwVCBNHamxWq9Vms4WFhd2KvjNDOAoygCtWrNixY8cgP1u8ePGuXbtMJtPV7C8DZAhxLwzDBoFi/Kr09vaqVCqgoB210tDQsGHDhnffffcGXaagZgCIMTwfKODi8/k4jn///fc2m83pdPL5fLlcThAEhUIB3JJAILBYLFwuVyQS+Xy+q/GbDAaDy+VejQ6hUCiQmKBSqcEKLFg4ly9fbmtrq6ystNvt8fHxixcvPnbsWEhICKBM7rvvPhKJVFpa6vP5hELhEDKGt0cIgnA4HM3NzQKBgEwmczgcQH/3J/dEUZQgiMrKSjab3Z8rZcB5oP5uRIrzg+c0GAyBQOA2d1q4Wn4jVSpXrzSo577BFTjIu7+R2tohC3BL3ODJcRzn8Xg3PpKgJdu/wDKYoA0JCVm1ahWZTO7v05jNZrfbHewAR6FQoAXi1SeHmGcwNdPX12cwGFAU9Xq9GIaBegK6z7CwsKeeeorFYs2ZM4cgiO7uboPBACgTFEVhQwI2Gz6fLxAIMAwrLy/3+XwAgiOTycCgRRAE1AOz2ewBQwq6sMFbhg9DQCQMnqYlCKKsrOyNN9548cUXTSZTT0+P3W4HTpGoqCgmkxkTE0MQBJ1OF4lESqVSr9dD0wdQNEAlRKPRyGTymTNnjhw58te//vV6U5S4Qts8yGZJEITP5/P7/TQaDV7WTc2QWy2tra1hYWFLliz5VYMDuYFAyNDk6tkLpt4N+o5hYWEDqqVAiBuurR2a3JRmCAQCXC73xn8fXCb95x4QFsOl58+fD2s5uBy8Xq/JZEKu9NoNuhZXu8s4jkPEAsDLXq+3paUFHGuDwcDn800mE1yXRCItX748Ozs7PT09PT195syZTU1NdDqdz+enpaVB+wXQ4QRByOVym83mdrtPnToFYScEQaBIFRAGQqHQ4/FcDUAJjhO9Qg0yeMRrcOUwCJqBIIh///vfbW1tS5YsaW9vh16yLpdLLBaHhITw+fywsDBo/sLj8YDYMEgZAgUmCILAtPz222+pVGqwvOua1/rVjSmIPoFWc1BjMnqUw83K6DI4rn6OtbW1PT09A4Dx15Pr6XSAFIwdO3a447uOQBXTDf44OTl5yPVgVwuDwbi6+9SATnW9vb06nQ5Kwm5QIFnTn1IMIhzB1R4VFQXswgiCwACCUE0+nz9mzBgMw9rb24E2FMdxIMYwm81erxdKwlgsltPpxHEcUBdAHOn3+wOBADR4gya6CILABg/5V7/fz2QyhUJhsGwMLKr8/PwBhfVtbW1isfh6JRtms3n69Olz586Frk4+ny8QCDidzsbGxkOHDun1erlcrlare3p6oAFBUVHR3Llz6XS6Wq3+8MMPDQbDE088UVhYqFKppkyZcr1CNRzHGxsbd+zYsXDhQnj+OI6r1Wq5XN7/EJvN9sMPP2i1WhqNtmrVKmBFu/Fu17dafvjhh8mTJ69YseLw4cPffvvtNX/z4IMPPvTQQwiC7N69+1aM4WrN0NnZeeHChQcffPAGD79mCNrv95eXl+fm5t6iYlS/3w/FFDfyY5FINHPmzJEKlZNIJLlcPvhvMAw7e/ZsXl7ejTcghT0SuRJWgS9hf4V3xGazs7Oz4fsBOgdF0bi4OARBjEZja2sr7OUIggD9BlhCYHAwmUy/36/RaKAGG9weWJWgacVicXh4uMfjIZFIdrsdACIIgnA4HC6XGzRDcRwXi8X5+fn9DVOCIGpqatLT06/3qG0220MPPTR58mQURTEMgwp8p9N5+vTpixcv2u12IDFraGgwmUxjx46dPn06cLVdunTp66+/ptFof/zjHyMiIiwWy4IFCwZ5+GVlZYcOHXr66aehjh3DMJ1OFxIS0n8j02g0P/zwg8ViEYvFq1evNplMcrmcx+Pd4PsabTK6UipXy+XLlxEEgWZFQxbwMkcDZIYgiNra2qioqP5MFbdaDAZDR0cHFLkgd6jMpH9gNvgZ/Jsg00Z/+wYEFjyseQgF22w2CAYE2SAgATFr1qz+LdbAc71eEJ4giMuXL8vlcr/fv3PnThzH6XQ6BIFCQkJoNNqlS5d27NgREhLywAMPxMTEREVFsdlsOBWGYd3d3Xw+n8PhMBiMPXv2FBQUQOEcTDMEQYAAoKWlJTIy8ssvv4yKipo8eTK0nqqurn7vvfc++eST/psBOEYkEkmn0wVpjwdEdwiCAJQuiqKhoaFDo0Ye2ktnsViAJ0AQ5Jdfftm0aVNlZaXJZCIIQigUjhkzZtWqVQsXLkQQpLu7Ozk5+VcZLUcEStzR0aHRaAoKCoZzklsd+7wpAbqq6Ojo23ZFAKUmJiaCXT7Muq2hyTU1A3yAkmDkSpz76syvy+Uik8lWqxWiOGazmSAI6HgHR5nNZhKJtGzZsv4WFQQpr5cG9fv9QMFeWVl5+vRpGo1GpVIFAgGJRIqLizMajadOnSouLs7Pz589e3ZsbGxISEiQUMdut0P4BwyCHTt2LFmyBNLKxJVmFCiKut1utVotEAi+/PLLcePGFRQUQOHusWPHtm/f/tlnn/XnhAwEAhBFVqlUIpGIzWYH1Vpw/DiOd3d3WywWFEUjIyN/lRFg+PKbZRotLS0lkUijpA3K8AWSEWFhYZAKhf31elN/RNY/juPffPON1+tdu3YtQRBut7u+vl4mk8XExIwGJTtM6a+tbup24EC3293X1wfBGy6XSyaTS0tLtVrt1KlTeTyeSqVqaWk5fPgwpIHi4uISEhLy8/O///77xsbG+fPnT5gwgSCIzs5OmUwGGm3Tpk0XLlxYtWpVTk5OIBCAL8+cObN169aMjAydTpeamiqTyX788ceVK1eSyeTW1lYymTxp0iQej2ez2WQyWdAoPH/+fHx8PBgWKIr29fV98cUXMTExFovF4XC89NJLQyipH/IbT0xMPHPmzOCUQSaTqaioqKam5lfPNiIGR0NDg0qlmj59+vBPNRqEIAi9Xg+9TogrlOSQ67l1yqG9vf3vf//7//zP/0ilUsihmM3mrKys30YP3qEph+BRJpPJZDJBlhN4Tn/88cewsDBoHtne3l5TU1NWVoaiqEQiUSqVeXl5SqXyww8/9Hg8jz32WHR0tN/v7+zsjIyMpNFoHo/nww8/tFgsjz76aExMTLDj1c6dO8+fP5+SkqLVavPz8zEMO3369MqVK51OZ2dnJ5vNLioqAmNFKBSCcggEAqdPnx47diyHw4H7am5u3rx5c0JCgkqlotFozzzzzK1+g3e9wXG99VNTU2M0GouKikbqQqNHqqqqtm7diqLoihUr0tPTSSQSwI+DITWCII4ePZqUlKRQKIKB2UGU9TUXldvtfuONN/7yl7+YzeYNGzYwmcyUlJScnJyR4ri9SyUY5jGbzTqdDkVRqVTK5/PB3+0fF/H5fHa7Hdpti0SixMRESMFALxiCIA4fPnzo0KGJEycuXrzYbrd3dHRcunSptbW1q6vr+eefT0xMvHDhAtCuyOVymUyGomhNTU1JSYnP58vLywMknVQq1ev1NpstPj5eJpNFR0dTKJSff/7Z7/dPmjQpLi4OECSApxnEPxtchvPG5XL5Z599tnTp0quDRgRB7Nu377nnnuvp6bmRU92swXHNmFxHR0dNTQ1EVn5jYrFY/v3vf1ssFnCj2Ww2YK3kcnkQhd3W1tbT0zNhwgSAEwXTi9c84fXe+08//YTj+MKFCzds2KBSqeRyeX5+/tD4+H9LEnyMKpXK6XRSqVS5XM5isQasO0BXWCyW7u5uv98fGRkZFhYGyVnAW/h8vq1bt1ZUVDz44IN5eXlGo7G9vb28vLypqcnpdL755pskEqmpqUkqlaIoGhISAr0zy8rKzp8/z2Qyc3JynE5nZWWlTCbT6/UulyshIUEqlcbFxXk8np9++onH402aNEmpVNLpdDKZDCiZISuHm5LfgsFhtVoB/Nz/+0uXLtlstt9kcX9ZWdmuXbsMBkNiYuITTzxBo9FefvllPp//xhtvAC46EAicOnWKxWJdvHhRKBRmZWWlpKS43e4zZ85AfoFCoUyYMOHcuXNCofB6DZ9cLtcXX3yxePFipVLp9XqBmO/3bGogVzi7duzYMXnyZAaD8csvv0C57/jx42fNmgU1hzcoXq/X5XLBHhxEekJc1+12w3wGLrL++/SAjcHtdgMiLyoqSq1WnzlzZsuWLRs3bpTL5ZWVlSUlJb29vQqFIjIy0uVyiUSipKSktLS022xwgMjl8oULF8bFxSkUCghi19XVHTt2rKOj48ZPcrMGh81mgzbF/b9saWlpaGgYJEd+94per//yyy/1ej1BEM8880x8fPzmzZt//vnnd999NzExEXo79/T0lJeXC4XCs2fPTp48OS8vj0ql1tTUtLa2wklSUlIghTd//vxrJnDBnzGbzUuXLgVABuCi7imHs2fPlpeX33///VVVVbW1tWaz2eFwTJw48b777rvxBlgEQTidTrAA6HQ6HAh4Vagi5PF4BEF4PJ4BCPEBq8Nutzc2NvL5fIlE0tPTc/To0eLi4u+//55Go124cKGsrEylUimVypCQEJfLJZFIMjIybgOt9m/B4LgaOQzv3m63z5kzZ6QuNHoE+n2QSKT6+vr//Oc/991334wZM1AU/eqrr+bPnx8bG7tp06by8vIFCxZAKRQ4uOHh4Uqlkslkwq72ySefkMnkkJCQp59++pqIfYAmJSUl/Wqx4t0uPp8PYBM3go9xOp1nz55NTEyMjIyEuRc0EfrrlMEB7QiCaLXajo6OcePGjaCa1ul0X3/99fPPPx+sS/R4PBiGARd+RUUFn8+PiooaO3bsIO1arimjZC+5WYPjmrUely9frq2tfeCBB0Z0aKNCghBpj8fz/vvvSySSZ555hkKhXLhwwWq1Ll68uKGh4YMPPpgzZw6bzYZuzGKxmEwmZ2RkQJidIIhdu3Z1dnY6nc7nn38+iO/uL5ANtFgsmZmZI16APdrEbDZrtdq4uLhfBfCCN3L58uXCwkJYgIFAAJSDRCLpf/ivVrs0NDRQKBRo5TMid0EQRGtr6/79+5999lkajQagMVAOfr+/pqamqqoK4qPZ2dm3tAfyXW9wXFMATmy32ydMmHBLL3RnxeFwADgZmgzV1dUBqrSxsdHn88XFxVVUVHA4nIiIiJqaGqlUGvRuMQxrbm5WqVRUKnXKlCl2u70/FySdToe6/MrKyry8PEAbBctMBtlER8m2dLPidDq//PLLpUuXXlO9DpD+KbxAINDQ0JCUlHTN2suqqqq0tLTrlV/eCpzd9c4J3xuNRr1e39zcbLfbFy1adFNIjlHyZkcEw9Ha2tra2jqg599vTPx+f29vL4/HA1AnMOxFRkaazeb6+vrs7Oz29na9Xp+VldXU1OT1enNzc4MQxc7OTiAhXbBgAYPB6N+7B8qgSCRSTU2NQCCIj4+H1iRIP4bNa06VUTJ/hiANDQ1HjhxZu3btjWSL+i9Ap9PZ09NzTTpBCEympaVdD5ke/HzblINWqzUYDE1NTX6/f+HChbcOyfHbNDiQ0d25Y2hisVisVuv1/gqNBPvXa0FrouB/g48CAM/9E4qXL18+dOgQwM0QBOFwOCQSCUhsAN7M5XK9Xi+O4yKRiEwmi8Xi4IyEgns+nw/pQKiVCJZmIP3MeSqVOsB2plKpA5gM4HNQi90eGfLeTxCExWIZkPUI/mnwCMftF7fbDT2rhjCwUXIXI2Jw/PY0A9B0DoLDYDKZ/fOhYDdcve7QqzgqbDbb9u3bdTod/JdCoYCdWlNTAz2WgeIPqHekUimFQhEKhUFWMQzDSCQSh8NhsVg4jgPRTtAEhzUC42EymcGZCSMBy+ZXR3irZcjKAcMwl8t1zfaNo1A5uFwu4Ae61QP7zRocJpOppaVFJpNFRERQKBToGoyiqMFgMJvNCIJQKJTIyEgKheJyuWCztFqtDoeDyWSSSCQej0cikQAJiCCIxWLxer00Go3D4UBIKrg2nE6n3W6n0Wg8Hg/QNzAADMMgbBA8W/BPwZUWDBgMUBbBUHD/P5WXlx8/ftzv9+v1ejAvenp6YEnDdUUiUdDCQFFUIpEAmAjEarUCt4xYLAaSUJ/PJxAIQkNDiStlmQiC0Ol0hUIBT8zv9wsEAplM1r8vc/97J5FIwMbj8XicTic4QwwGo78ZARllvV5Pp9O5XC6E8jo7OwmCgBEGyyugwQq0YOVwOCaTiU6nA4kWlUoN9pRHEITL5brd7oiICPRKBT9AIwFoMiCoMPj6GfGlZTab9+/fv2jRItDpo5wv/1bIkHUKcls0g91ur62tBc1ApVKDBclmsxn62pBIpIiICDqd7vF4AFLndDrNZjNoBi6XC5ViMG8dDofD4aDT6UwmE6zw4OrweDw2mw12XEhlwgCgUyD8jMPh9FcayJWS75vSDDqdbsuWLV6v12g0Qj5eq9UCWovJZHo8Hmh8GjwJm80OCQkhk8l+v9/hcKAoCioRiGogB4fjOOQRgH8PDgwJCQE7wOfzkclkeIAejydYlN5/8D6fz+12W63WQCBgMBicTifw8wadIgBOOhwOr9crFAoBMtnW1ga/DA0NDY7Z5XIZDAYMw7hcbnh4OIZhNpuNz+ez2WwOh9N/hEBdSqfTJRIJQRBkMpnL5YKxBZphAIXGbVYOTU1NdXV1CxYsAHzGbz4hdbX8Zg2O+vr61atXS6XS5557bsKECf/4xz90Oh2bzTaZTFlZWS6XS6VSzZ8/f+LEiX/84x85HI5Coejt7Q0EAtBqZM2aNampqe+8805BQUFnZ6fH43G73S6XKzExMT8/Pzw8/K233kpOTqZSqZ2dnYD+y8vLKyoqam5uPnLkiNFotFqtCoXC4/GYzeZ169YlJyfv2bMHRVGHw9HZ2RkTE2Oz2YxG4yOPPBIdHX3ixAlQEOHh4bGxsfv37zcYDH/4wx+AX8hisRAEkZKSkpSUVFlZWVpaumjRIrFYfP78ea1Wa7Vak5KSRCLRqVOnxo8fHxkZyWazoRAcRdHQ0NDw8PCmpiYMw+RyOYPBqK6u1mg0OI5D1TWQa8FubTQaYQVarVYgZExISCgqKuJwOGazua+vz+v1njhxQqFQQN3XY489xmKxdDqdzWaDniDg9yAIAtyCkMIMfg+XwzDs6g5MADiAAnrQaDqdDsdxJpOJ47jL5YLKeOhRwmQyA4EAnU5va2sjCILL5fr9/q6uLtDgQZIfuLW+vj4ej+fz+dhsNqQ/INXNZrPHjRtHoVCgnTSVSuVwOGDx3CzEob/Y7fbm5ub09PSOjg6hUDh6aLhum4xyg6O3t3f58uUsFuvpp5+eM2fOv/71r/r6eqlU2t3dnZeX5/f729raZs6cOXPmzPfff99gMMTHx/f09AQ9lrlz586ePfuDDz6IiopyOp0ajYZCoVgsFplMNnXq1NjY2C+++IJMJisUivb2drfb7ff7ExMToS/r5s2bHQ5HT08PUN51dXU9/PDDU6ZMKS0t7erqotFodXV1SqWSIIjm5ualS5fm5uY2NzfX1NTQaDQWizVx4sTjx4/X19cvW7ZMqVTW1NR0d3fjOC6RSMaPH2+32zds2DB37tyYmJienp7KykoofJg/f/5PP/0UFhY2duxYPp/f0tLS3d0tlUoxDMvOzgbHLCIigsfj9fX1NTQ0eL1eBoPBZrOBTM/r9TKZTFiAQqHQaDSCuiAIYuXKlUKhkEqlQgefy5cvWywWKpXa19d3//33Jycn+/3+9vZ2kUgEOUfw1gBVRhCEzWYDA4XNZkMVFbRvvLqfC3Rcgu6pQKVjNBohakKlUtVqNbCaejweCIEwmUyDwWAymUgkklAoVKlUFouFRqOJRCKxWBz0/XQ6ndvt5nK5drs9NjZWoVCgKAod40JDQ2GbAFuKxWLRaDSr1QoG4pCVQ29vr91uT0hIuHTpUmZm5ijv0XMr5DdCbX61sNnsl19+ub29nclk0un05cuX22y2vr4+j8fz0EMPWSyWTZs2QR3jokWLJBIJjUaTSCQymUyr1W7YsMFisUAnJKlUqlQqIyIiOByOWq3esWOHSqWKiYmZPXu23W6n0+lz584VCAQ+n+/w4cPQiCQiIiIuLi45OTk5OVmj0fzv//6vyWTCcVyr1UokEolEkp6eHhYW1tbWdvr0aeD5hoRrd3e3RCIRCATLly8/dOgQgiBVVVV79+6NjIy02+0sFisxMTE+Pn7r1q179ux5+OGHoftAS0sLm83Oy8uj0+nvvvtudnb2woUL9+7dC6v6wQcfhGvt3bt39uzZ8+bNKy8v7+3tJZPJq1evzsnJMRqNH3zwAXjk5eXlECBNTExcs2aNz+f76KOPamtr16xZc/LkydLSUgRBJBLJ/fff7/V6N27c+P333z/++OOff/65RqOBfsrx8fEPP/zw119/bbfbX3zxxf3791+6dAlF0bCwsOeff55EIm3dutVkMjkcjhMnTowdO5ZKpTocDg6H4/f7L168KJPJGAwGpG9cLpfL5QI+YDKZzGAw4uLi1Gp1dXU10AI++OCDqampnZ2dPT09Cxcu5PP5JSUlVqs1Ozs7JyfH4/F8/PHHy5cvj4iIuHDhArATKpXKlJQUo9F44MCBZcuWbdu2rbu7m0wmV1RUyOXyDz/88OeffxYKhfPnzx/yxONwONnZ2SiKAtvpPRltQqPRnn32WbVazWKxKBTKvHnzxo0bZ7Va29vbn3nmGa/X++2338IGWVRUxGKxWCwWm82OioqyWCwbN26EtGZWVhaTyRQIBFKpVCqV2u3277//vrm5OT4+ftKkSb29vRQK5aGHHgoPDycI4vTp01arFazP+Pj4WbNmjRs3DsOw999/X6/X4zhuMBiAA3vixIm5ubktLS1QdI3jeF9fn8/nczgckBGbO3cuNPHR6XTbt28XiUQ4jkO3F4FAIBKJNm3atG7duu7u7srKSojqP/DAA0uWLPnqq6+OHDnywgsvHDt2rLa2lsPhxMXFjR07VqfT7dy5UyKRPPvssyqV6vTp0yiKpqamLl++nCCI7777zuFwPPzwwxs2bNBoNGq12ufzvfjii6GhoUePHv3kk08mT56clJT09ddfA/zwiSeeyMzMPHPmzMaNG1966SW1Wv3BBx9ERESYzWaFQjF//nwKhfL1118vWLAgPT39ww8/JAjC7/evWbNm7NixjY2NO3fuDAsL27dvH5lMTklJMZvNdDqdxWK1tbVpNBqIr4DfqFar+Xw+REwJgoiIiBAKhaWlpU6nE0XRKVOmZGRkyOXys2fPyuXyGTNmHDhwQKfTYRi2YMECHo/X0NDwyy+/PP7446dPn25oaLDb7Tqd7oknnmCz2WVlZS0tLWFhYX//+98hK1RcXPzEE08sWrRow4YNixcvHk4pR5Dc+daxV/9WZbRHOIxG44YNGyAp8MQTT3R2dn7xxRdMJhPDMIVCweVyA4GAQqGYM2fOtm3bjh8/HhYWBn2BEQSB1jtFRUX79u2rrq6Ojo6GAgQqlUoikUQiUVFR0enTp8+cOcPj8YLdPmGiBwKBr7/+miCI2NhYCKebzeakpKSpU6ceOHCgvr5eIpEwGAzIEfj9/oKCgoSEhKNHj6rValBzfr9fLBYHAoHY2Ni4uLje3t4zZ87AqTweD5vNDgQCUql02rRpp0+fPn/+PIVCATIu6KsUGRmZnZ19/PjxsrIyDocTEhKSnJxsNpthIySRSLW1tUeOHFEqlVFRUbDgobWbWCz2er1nzpwhk8kJCQkQLDWZTOHh4cBFs3fvXiaTqVAowB0xGo08Hi8/P7+1tfXChQtKpRKIsBAEKS8vLyoqyszMbG5uLikpgcQtBDktFktycnJISEhlZSW4VhiGQRhDr9cnJCQAK9+RI0d8Pl9YWBj4PX6/n8FgZGZmut3uI0eOuN1uDMMkEkkgEOjs7KTRaKmpqQaD4dixYxQKZcmSJa2tradPn160aBHEw41GY3x8PEBrITwLzx9CRzQazeFwRERESKVSjUazdOnSxMTE0ZNevetklEc4HA7H119/DR1w1q5da7VaP/roIyCql8lkPB4vEAiIRKK5c+eePn1627ZtISEhMTExoAEAPX3fffedP3/+xIkToaGhsPxh5tNotFmzZjU2Nh45cgTH8f6tAzIzM6Ojo4EkA/hnEQRxuVxsNnvp0qWNjY0///wzoL/JZDKZTHY4HLGxsZMnT66trS0tLQXwk9frFYvFGIZFRkbGxsaSyeSDBw9CdgNcfMjigS+0efNmgiAUCgUEGAiCoFKpBQUFer3+p59+AjRGVlaW3+93uVzjxo0DR/+HH36g0+mJiYmQOHa5XHK53Ol0xsTEHDlyxG63h4aGymQyv98POaaQkJDY2NgTJ060t7eHhoYKhUII4rrd7oyMDJlM9vPPPwP/FWQQtFqtw+FYsGABi8X65ZdfTCYT6BM2mw2Vd7m5uRaL5cKFCziOA2MVhUJxOBwYho0bN47D4ZSWltbX1wsEAqgEgShmTExMeHh4bW1tdXU1xDKZTCaw4MTGxkokkoqKisbGxsTExOzs7MOHD1MolLy8PFBHoGlRFMUwzO126/V6aJ5gsVgoFAqbzdZqtdnZ2UC3uGbNmiBr1j0ZgvxmIxxkMhm6Gvb29vb29h46dCgkJESj0UD83OPxEASh0+mgPyHkRICjTSQSoShaVVVFJpMzMzMh1G+1Wt1uN+ChVCqVQqHo6OgoLCwUiUTHjx93u93AUW0wGDQaTUJCAvQes9lsEInt7OzEcXz27Nlut7unpwcasfr9/unTp8tkMkjH7N+/Pz4+/uDBg2FhYQaDgcFgVFVVnT17NikpaeXKlX6/f/fu3YAhT0hIgLoSj8eTmpqq1+vBo+rs7DSbza2trdHR0TiOK5XK1NTUvXv3Op3O1tbW8PBwiUQiFApxHJ8+fbper6+vr3c4HAwGIzk5+cCBAykpKZCfRlG0pKSEw+F0dnaCJl25ciW4EW1tbZ2dnYBQA2hnVFRUXV2dSqVCUbStrc1oNEInszNnzkRERFRVVTkcDoB3AKIFRdGWlpbHHnusra2Nx+M1Njb29va6XC4wDU0mU2hoKHQZ7erqamlp0Wq1Pp+Py+UymcyioqKOjo6cnBwKhVJVVYWiqMViwTBMJpMtXryYRqNBikSn0/F4PEhCh4aGKhSKvr6+pqYmi8ViMpkEAgEEmerr63NycrRarVgshpG7XK6uri54ZcOfgSOCcLzN8nvQpNBEg0ajqdVqjUZz5MgRmCGAfgBGfJiuYrF4+vTpwHjd1tbGYrG4XG5zczOFQklNTR03bpzJZAJ4h1QqdbvdDofj8uXLra2tcXFxmZmZhw8f1mq14eHhKIrq9XrwE6AdEvT8o9FocN309HSn01lSUuL3+xUKhd/vnzhxIkCUkpKSWltbQ0NDT506BRgROp3e3d196dIlNpu9ePFiMpl8/vz55uZmt9tNpVIhjdve3j5u3Ljm5mafz9fa2kqn041Go91uj4uLA/aFqKioioqKixcvQnEs9DHp6OiYOnWqRqMxGAwqlYpEIimVyqqqqs7OzrFjx0K6ubW1ta2tzWq1GgwGHo8XFRUlFoshitzR0VFcXAx02giC2Gy2wsLC9vZ2FEV5PF59fT20pI6Oji4rK0tLS2toaODz+fX19Wq1GhYL4MpFIpHJZOLz+eXl5RCWgA6ODAYjLS0NQRChUGi321tbW81mM4VC4XK5DAZjzJgxUHPncDiqq6tRFNXpdCwWKz4+ft68efPmzbt48SKHw7Hb7RMnTrRarRkZGdHR0QaDAQrKdDodAOMiIiJycnJKSkrGjh3rdDrBGVOpVG63e6QAlXejZkDutHIY7REOn8/3j3/8Y9q0aXa7Hfr6oCgKMx5cWx6P19bWlpycDB3YeTweJD5qa2tzcnLA9EYQBOrKQA2xWCyr1arVamNiYsCORlHU6XT6/X4ul+twOFwuF5VKhbIFCB4AcAlidAKBwO12Q1IQ/BKANUCxBvQTAvAE4Ewh7wjgSgBewYyHlCqfz4cUzJtvvrlw4UKwJCIiIqDHdG1tbW5uLugmGB6FQoFgrFqtDgkJ8fl8JpPJ5/NBF7fa2lo6na7VapOSkkgkErj+CIIwmUyv1xsZGVlXV5eYmKhSqQA0qlKpwsPD7XZ7cnJydXV1VFQUn89Xq9VNTU0SiSQ+Pl6lUkVFRRUXF6ekpEDWFt4LWCohISGbNm166qmnAPeKYZjFYomIiCCTyZAZAX49SPRSqVRQ6FFRUaAIBAJBT0+PzWbr6upKS0tzOp0QnbJarYB1hYwY8ApDih3SXuB+wTtqaWlJTEzs6+sLCwurqKigUqnh4eGbN29+7LHHrtkg9KYETMPa2loajQbAXoj9ejweiJMDpaDdboescxBpOLJCoVAAEAP/BcghzEkgmoR2MCQSKSUlpbCwcETGMMojHDiOr1+/vqCgwO12B2cFtPGE7IZQKGxubk5KSrLZbAqFgs/n22w2giDKysrGjx9vMpmkUimsSgRBAoEAsLAAm0tSUpLH44E6L6/XCx3eYa0BUgHQRQCPoNFoXV1dwJED6Q8qlQr5RPBtyGQyzB+CIJxOp9frBQgqABogRosgiM1mczgcsMB9Ph9oBoVCsXnzZr/fX1RUpNfr4XbCwsKKi4snTJjAZDJNJpPVagVufjB0WlpawsPDIeZhtVpRFI2IiNDr9T6fr6mpKSMjg0ajAWEdTFqAh4O+gqPAtGKxWFQqlclkkslkr9fL4/HYbHZVVZXb7Y6Li4NQisvlcjqdEPXs/2okEkltbS2kj7VaLYIg0FU1JCQEfMWurq7Y2FiLxYIgiMFgkEqlEJQCA2X69Oler7e9vR1UQVRUFIZhwAiu1+tBzZrNZoFAQKVSWSyWRqORSqVwZtA2ADIF/eZ0OjkczvHjx7OyshwOR3FxMfBYDH8GVlZWqtVqeF+gHCBUg2FYX1+fQCDweDxBSMotUg6w/CE2hvRTDgCUga0HpmtOTk5OTs6dVQ6j3eAwm83vv/8+j8dLT09nMBitra3Qp8fv9wMjtUAgiI2N9fv9HR0dKIqy2Wyn0wkbM4VCcbvdsINCKy/oyMxgMAA6KhKJWlpaoHDD4XCwWCxQTDBjKisrwc9wOp0RERHR0dHQsOry5ctQ7hEWFgavE0EQPp8PaE2oSgVznkKhhIaGQpdUcHQARi6Xy3U6ndfrNZvNSqUyLCyMzWZfuHAhOTmZzWZrNBpAtxUWFhoMBthmAO5EoVC6urpCQ0NBW9nt9mCLVBRFoWpfoVAAURhxpes0zL+Ghobx48fD2gPYOVTEWK3Wvr6+rKwsQFyr1WrIapNIpO7ubgqFMnnyZHjgAIiDC3V2dlIolEmTJpnNZgDBeDweiD2Ah1FQUFBTUwOqH3wjsLT6+voefPBBlUoFuSer1QrPjclkajSaNWvWWK3WyspKsK6gnazVao2JiYmNja2qqgKdAmkstVoNYdj77ruvpKTEZDJduHABrBbovhbsWjlkIQiiu7v78uXLWq0WYrMIgsAzh+cgEomkUqnf76dSqYBpHVlaaLfb3d7ertFoPB7PlClT4HkKBAIOhwM6lyCIyMhI2HQJgoBk2e/B4HC5XO+//z6VSgVSO4gNAHpRo9EQBMHn85VKJY1G6+jogFweIJRhfjocDi6XC9jJQCAAeUlAMYMt0t3dDTgPcCEkEklISIjT6WQymSUlJVDzZbfbBQJBamqqw+Hw+/0tLS1er9dgMMTGxkKOD87JZrODHDmwN0D5BqwXNpsN3NUYhonFYlA4Op1OKpVGR0dzudyenh6v1xsfHw+I756ensLCQvBqEAQhk8kikQjamfp8vsjISKj+YLPZkHyEyQCYa5fLBbZysCoVQggUCiUhIcFqtfJ4PJ1O5/P5wNro6+tjsViRkZGA93Q4HEAKolar7XZ7YmIi1AF1dXVBQSZyJTyck5MDFh54ay6Xy2g0QnQhIyNDIBCUl5cDhkMqlQLMy+FwiESiKVOmnD9/nkajOZ1ODMNAFTscDqVSOXXq1MrKSqAdgvwpDH7evHkGg6G9vR2cKK/X6/V6oatIfn5+QkJCcXGxxWI5dOhQSkqKz+fz+XwHDhy48Qa51xMcx6urq3t6euAFgcLn8Xhgf6AoKpPJhEIhxMAA3zay8FK73d7V1QVBrEmTJrndbnDJOByO0+kEWzMsLMzr9QoEAmA9GFrTx6vlN5tSMZvNkOycNGkSl8sVCAQwsaKjo7u6upxOJ51OnzVrFofDOXr0KExQsVjc19fHZrOFQuGkSZMwDKupqQkydXq9Xo/HExMTA8CC5uZmiEYAjJFMJo8ZMyYtLc1kMqWkpCAIgqJoRUWFwWBISkrKzMwMBAIVFRU2m41Coej1+o6ODpFINH/+fIheNDQ0gDfQ2tra0NAgFAoLCwtTU1MxDIMZABTaly5d4nK50NcYuYKyvnz5MuQgEASZOHHizJkzURRVqVQQRLFYLOXl5YFAAIitYBuG5PHFixehv3NqaurChQthJ7bb7TiONzc3X758GUXR6dOnL1u2DPC2GIYxGAytVrt161ahUFhUVDRnzhyTyQQ+mUQicbvdkBIKDw8HsKfP58MwTCgUWiyWkydPCgQCpVKZlpbW1dUVCATAEaTRaDqdrq+vLzU1NSIi4vLly5Begb5QZ8+eNZvN0IC7t7c3WODX09Nz+fJln8+XmZk5ceJEnU7HZDKTk5MpFEpSUtK+ffuqqqomTZokk8l6e3tDQ0PBk+jq6iouLoY8NyjKyMhIoVAol8tPnTrV19c3oMXzkAVFUcAa19TU6HS6U6dOlZaWRkREgCtst9uXL1+el5d3i6KUJpNp/fr1kDuj0+kWi+Xnn3/u6elZvXr1yHKb3o0C7nV8fPyUKVNEIpFMJoP1q1Qqe3t7PR6P1+udOXOmRCI5e/asyWSC7Vyn04HXPn36dDKZXFtbC7sgn883GAyQU4CAf2dnp8lkgixhcXExhUKJiIgoLCz0+XwxMTGweVy+fLm7u5vNZq9cuRJBkKamJpVKBTmL0tJSFos1ffr0xMREiJM5HA5YtmfPnoXWo9OmTYNoGWRqjEYjzOro6OiXXnqJzWbbbDaz2UylUo8dOyYWi3Ecl0ql69atg3Izk8kEqA5IqaSmpk6ZMgWCtdDPXaPRgI0uEAhWr15Np9Oh6AO28NOnT5tMpvT09Llz50IwwGazoSgaExOzefPmnp6esWPHzps3D0GQoJtOpVKLi4tra2tjYmJSU1O5XC6cCqpvjh8/DoEQgOLCk4ECV6PR2NfXFwgECgsLrVar2WwGM0sul5tMpvLychKJlJ2dLZFIVCpVQkIChI5KS0uNRiObzS4oKBAKhRqNRiaTia7IJ598wuVyZ82aZTKZ/H5/eHg4juMUCuXIkSNQWfbggw9COBwi2QKB4Ny5c2CTjUg2hEQiQbuJCxcueDye7du3g+aBemYURZ9//vmcnJzhX+ia0tfX989//jMyMjIvL4/JZPb09Bw8eFClUr388supqam36KLDl9FucCgUipycnPb2drPZzOVyAd1JoVDCw8PhXYK+QBCEz+d7PB6xWJySkjJ58mSfz1dSUgK9fSHC5nQ609LSoAhTo9HA1g4JFJPJNGvWrFmzZlkslrKyMmhY4HA4Ojo65s2bN2HCBJVKZTAYEASBQHp1dbVSqVy0aBE4SQiCQEwSeFFZLNbixYuXLl0KeQfgAOjq6mpoaOjq6lq5cuXs2bNxHL98+TL0DDx79mxXVxeO42vXroWdtbu7m8fjud3u6upqh8NBEMSSJUtycnJ0Ol1vby+s/PPnz4PvNXnyZIlEolaryWQyFAy3tbXBSKCeBZgJ1Gp1QUGBTqc7d+6c3W4vLCz87LPPNBpNU1MTmUyeMmXKzp07q6qqnE7nmjVr3njjDb1eD9lWEol04MCBkpISDMPWrFkzadIkyHQkJyeTSKRTp04dOnSIRCKtWLFi4sSJ3d3dXC43Li4ORdGTJ09CMjg3N/dPf/pTd3d3VVVVRkZGbGxsbW3tDz/8wGazx48f/+ijj/b19bW1tRUVFVEolPLy8q6uLoPBkJWV9eyzzxoMBjabzefzXS7X5s2btVotjUZ78sknX3vttc7Ozv3790+cOFEsFn/33XeAvf/rX/+akZEBb2SkJiFsD2w2OzU1dd26dYCPgXfK4XBUKhWDwXC5XOArA+hkOK4MQGjZbHZPTw+LxbLZbOnp6VQq9cMPP3zllVfKyspgyv3ORSgUjhs3rrGxUavVAq8dMFbJZDKoHfD5fBC8hH2RTqcDfhPH8TNnzng8HgaDAXF+aIuVkJBgMBhqa2shKgABg97e3qlTpxYUFHg8nuPHj9vtdgaD4ff7GxsbMzMzn3jiCZfLVV5eDkOCGBuXy12wYAF4nBA8AIOjvr6eTqfPmDFj4sSJcAmYSMAFbDQax4wZ86c//YkgiN7eXqjGv3z58tGjR30+35IlS6ZNm+Z0Ok+ePCkUCmk0WlVVVWNjI4ZhBQUFq1atslqtPT09er0+Jiamurq6ra0NQZDo6OhHH33UarVqNBqBQABUQ6Wlpd3d3eHh4c899xyGYTqdrrOzc9KkSUKh8MsvvwQD4s0339TpdCqVqre3d/HixWq1+ttvv3U4HJGRkX/84x+7u7u9Xm9SUpJQKDQYDF988YXdblcqlX/+85/NZrPVao2OjhaLxXa7/auvvtLr9UqlcuXKlRaLRa/XJyYm8vl8p9P5xRdfQGL3kUcemTRpUldXV2dn5+LFixEE+f7775uamhQKxQsvvECj0Zqbm9lsdkZGhsfj+eWXX1QqldFofPTRR//5z386HA6oTGxqatq9ezeGYUql8j//+Q+CICdOnLBYLMuWLdPr9ZcuXYIi/J07d0L6ewSVA0DdzWbze++9Bwl6CLRAOqyrq4vH45nN5mBlclRU1AASkZsSn88H7mVfX59EIgGksNFoPH78+BtvvLFnzx6TyTRSt3YrZFQbHARBWK1Wq9UaFxen1+sjIiLcbndbW5tQKJRIJMePHwdkhkQiGTt2rEajqaysjIiIqKyslEqlUI7V0dERFRXldruZTKZarf7pp5+A+nfGjBnIlWahdrudzWb/8ssv4DJC6LWxsbGnp4fL5ZaWll68eBFBEJlMBuoGSkg4HM6xY8eEQqHb7Z46dSrkzJKTkzs7OxEEqaqqotPpbrdbLBZnZGT4/X4IOURFRTU0NIDdLZPJ4KioqCiXy8VgMJqamtra2sRiMYfD6e3tlcvlbDYbx3GZTGYwGCDbmpmZyWQyoQRGrVaDiwDI8PDwcIj9AtoUqCxgcxKJRBBpT0tLg9ACjuPQgiEsLEwqlYLhEhcXB9kBKB4B8B2dTi8sLIyIiIDkLnQbEolE8Kf4+Hjo0kKhUAAjJhAIgIQtMzMTGDtCQkLMZrNEIsnOzoarQ4AUssIqlQoyBSaTCYKQCoUCehEBAQl4jTweD8ItSqWyubm5oaFBJBLl5+e73W5wCoPrXKVSMZnMvLw8gUAwUlNx165dP/zwAxCEKJVKjUaTmZl57NgxJpMJ2SUImzU3NwuFQuBLGPK1UBSVSqWVlZX79+9fsmTJL7/8AvlBNpv9pz/9KSYm5tFHHx2p+7p7BSDMUAwFrDBtbW0CgUAgEPz444+Q2qfRaBMnTjSbzSdOnIiMjKyqqhIKhWlpaWazuaWlZcyYMQiCeDwerVZ78OBBsBGDoSOfz9fR0QExM/QKPx6GYWaz+fLly4DF7u7uhqxuX19faGgoQLIUCkV5eXlLS4vD4cjPzwd3KCEhAfAKLS0tUE9OEMSkSZMQBAFmGolEYrPZSkpKcBxns9kRERFQIANN8giCOHXqlEwmUygU3d3dkZGRAoEArCvgECKTyTExMaDcgJgHguegjkJDQ6HGBErVoNcXjIfFYqWlpUH+paioCKgvwEOTy+WgoEJDQ++//36Hw0EmkyHkAFxhBEGIxeIHHngATgWEGZBkAdzAnDlzAFIAVGyQ0Xa5XEwmc+7cuT09PaBGUBSNj4+Hwj06nV5QUBAbG0un0yHiAhHNpKQkKpUK3UwEAoFOpwsNDWUwGL29veHh4WKxGBA5YWFh58+fJ5FIUqk0JCTEarXy+XzQGwRBQNWMWCwGWPpITcV3330XKEz4fH5oaKjD4QgPDz958iSPx2tpaQGwS2Ji4qVLl/Lz87/99tsb7wB3tUAG7eDBgw0NDfPmzTt06BCFQgEugxdffDElJWWUtzMc1QYHgiBms7mrqwvgDmKxuKamBkGQioqKY8eOQZWmUCjUarWhoaF8Pj85OZnFYp06daqpqamvrw8YwGJiYgDvGRER0dTUZDabARjV3d2dmJhYW1sbGRnZ2toKPqVYLAZDAYBRx44dg6yNWCzWarUkEik1NTU1NRVW3bFjxzgcDuzuRqMR8rIxMTGtra1VVVUAuUhOTna5XNu2bZs+fXpcXJzL5YLiWFjVAHuMj48PDQ212+2VlZVQbyKRSHAcB9OYTqf39va2tLRQqdSIiIgxY8ZYLBaRSASoEYIgzp49SxAEJBTg90ajEchDm5ubEQSBtKvf7wfkh9Fo7OnpAVWCIIjBYPB4PPPmzYM+y0wms7a2FpovcLnc3NzctLQ0nU5XU1PDZDL1ej2oXYlEEhERkZeX19TUBOq+t7cXPoAqzMrKgqA3OJRerxeSAtHR0YsWLbJYLD6fz2AwVFVVgcZhMpnV1dVFRUVQ/gplbHa7nUKhAKgW+rbb7Xa322232wOBQHNzM0S2V61axeFw+Hw+n88HuOvly5ezsrJGZAZCVjg9Pf2JJ56IiYmBh8xkMn0+37Jly2g0Wnt7O2TroXgqOjqaz+cDT1owg36zIVwKhZKTk8Plcs+fPw80EiQS6YUXXoDcPI1GAzMLzg90mVBbCEwnv4dsi91u7+joCA0NVavVMTExxcXFHA7n0qVLR48ehSCoTCbDcTwlJcXj8eTm5pJIpJKSkoaGBijf6OnpycjIgFmXnJzc2NhoNpvNZnNhYeHFixezs7MbGxtdLpdWqy0vL4fZBSWaZrM5IyPjxIkTJpMJRVFoXG61Wu+77z6pVOp0OuPj43/88UcmkwkrVK/Xg1c9depUi8Vy5MgRi8ViMBimTp2Kouj+/fsVCkVRURFBEKWlpZB1DQQCPp9PLpcDpiEQCNTX16tUqpaWFggqhIWFgVUdTNCw2ewJEyaYzebQ0FA6nR4WFiYUCisqKqqrqwFrBbhjsN0RBKmpqXE6nWw2m8fjSaVSQF96vV4oXWlra6NSqUCVER0dzWQy+/r63G43wDhIJBKYejNnzsRxvK2tDeBZAJ0GWpS5c+fa7fbOzk7I41gsFoD0AlPi5MmTVSoVwMI0Gg2CIHQ6Xa/XC4VCIEpxOBzw5AGIJhAIwHV0uVxqtZrD4bS1tel0Or/f39raymazrVZrfHx8X1+fSqXicrl6vR4e45gxY9LT08PDw41GI5lMhvHodLpx48aNyCSEN3XffffZ7fakpCQ2m202mwEr88gjj0Apn0AgcDgcJpPpgQceSE9PR1F0mMqBTCbPnj07PDy8oqLivvvuQxBEKBS+8sorAEsC0u0BygGg7qNBOYx2g0MoFHK53OnTp0PteEFBAegRsPpRFPX5fFCbLpPJYBpNmjQJtjcEQYDGuKioCDAceXl5CIIEnz5U8AM2Gzh3AVUOXqxCocjPz4caBIijwpsLDw9PTU0Fxou+vj4ApgEdJ4VCEYlEiYmJQHjFYrEAYDh//nwajcbn8zkcDiCuQ0JCkpKSYImGhoYCPQbUjBEEkZSUhOO42WxmsVhhYWFyuby+vt5ms7FYLJ/P53K5YN8FM8vhcADEhEaj1dfXA/vy/PnzHQ7H4cOHLRZLeHg4VMyGhoY2NzcXFhbu27cPeqwolcqsrCwI4drtdogKHDx4UKvVUiiUCRMmJCQkeDye1tbWiIiI0NDQ4uLi+vp6kUgkl8vVarXFYikpKXnttdd8Pt+lS5daW1tVKtWCBQt6e3v5fP6pU6dWr15NIpH27dsHHKnjxo2Ty+U4jp8+fRrCp4cOHQK2tPj4eKDlAHQkKHeoOomPj+dwOC0tLQDHg1poCEuKRCKHw2G1WktLS/Pz8+vr67lcrkKhsFgsI9W4SKVS/fvf/7ZarWw2u6Kiov+f+tfswAc6nd7Y2Lh7924EQaAhBUS2oHkNmCmAW/T7/TAPURQdJP/CZrO7u7u7u7uDF4Iz0Gg0qGGWyWQhISFCoRDsy8TExMmTJ/8eDA4ej8dgMGbOnKnX66VS6aRJkxQKxX333QeaAUEQHMfdbjewDwN728SJEz0eDzxtoMrIzs5OT08HAAEcAtAfEom0ZMkS+Gby5Mkul4vH49HpdKDe4XK5WVlZsORhHoLRDJqKTqevXr26vb1dIBDweDxATWIYJhKJOBzO+PHjjUajTCaDXgTTp08HbBOCIFFRUZC3jYuLgz2Jy+UCnWUgEAASvOjoaGD4sFgsoaGhYWFhvb29Wq0WGEXtdjuPx2tqalIqlZGRkV6vt6GhISQkJDQ0VKPRQIn+/fffT6fTy8rKampqAElWV1cHxWJJSUmAKQGkV1paWiAQUKlUFAolJSWFRqNpNJqLFy/qdDogXaXRaJcuXQJuciqVumfPHp/Pl5aWRhCEwWAoLy+PjIwcP358R0dHfX19XV0d5MG7urra2tqYTObMmTMhK6rT6dLT01NSUuRyeXd3t91unzFjRm9v77FjxzweT0hICFS3gZUTEREB9KyVlZVAGUChUM6ePTt27FiIp5LJZJlMFmRDr6+vNxgMMpmssrIyLi4OIrsjRUZ+4cKFPXv2AHYYCBVB+i/AoHJgMBj19fUAe4cGEQ6HIxAIhISE+P1+0O3Q2yFYj4YO2lQBqM8aGhrgv0E8Mo1G6+npIZFIkZGRIpFIKBSazea2trbMzMz8/PwRufEhy2ivUqmoqHjvvfdyc3NzcnImTJjwwQcfAJ02VMMDOH/ixIkymeyvf/0rON9gtvt8vvDw8CeffNLlch06dAisaeQKtw+KojNnzkxISDh9+jQUwiEIApURCIKsXr26q6urrq7O6XQSBGE0GoGX4qGHHhKJRCdOnICYGHhR9fX1YrE4KioqMTHx559/htCCXC6PiYmx2+3t7e1Op3PhwoXAtxO8L5hJCoViypQp9fX1Ho+nq6srPDycx+M5HI6mpqaUlJT09PRLly71xzYDoTIQn9fV1QVr5YHfAhCsEGSG771eL2xssDlNnjwZ/AkQ8Il7e3vdbve0adO0Wi3UVgExH7AL+P3+CRMmaDSaYJ8F4krPUhqNlpKS0tDQEGwHD4BZrVbr8XgmTpzY1NQUhIKDrQYUI3PmzAEscNAvh8Sk3W6fOnWq3W53Op1qtRqaxdTU1FgsljFjxgDyA8plwfeCNBOZTF60aNHevXvpdDrgUcRisV6vf/zxx4dfFgvP0OVytba2Njc3jxkzBtS9SCTq7OwsKysD/sqZM2fCOxrgssBdwweYe8QVDgD4DXGl69UNDiZoZ8MeBg8QIlX9T/V7qFJpa2t7+eWXCwoKUlJS5syZ89lnn/X19UFpokAggJRiRkZGdnb2X//6V7DsqVQqwPWBRZDD4Rw4cABaAkHkn8VieTyegoKCSZMmnT17FiinoBqCTqfjOL5s2TISiXTu3DmoAA8EAhqNBsOwGTNmTJgw4eDBg8GGzGFhYe3t7SQSSS6Xjx8//syZM1qtFmpoo6OjBQJBQ0NDY2Pj6tWrq6urIfERFEhJ3H///X19fVqtVq/XAwQe4B0ul2v58uWNjY0GgwFUGYIgOI63t7cDkWBLS0uwPSToKI1GYzKZCgsLLRYLTEhY41BB2t3dXVhYGKz7QK7MJavVCtQdwDUAJ4RmAhaLRavVpqenQ7Ok/kdBrdzYsWPtdjvUryFXep2YTCaTyRQRESGRSDo7O4MVHAiCOJ3OpqamiIiItLQ0jUYDMAtQR1arFUAnKSkpEPW0Wq0REREajaahoYFEIgFDGmQ2AUAKuXiIcAiFwuLiYrFYfObMmdjY2EAgwGQyH3300REpGIFmOqdOnYLdncPh+Hw+hUJx7ty5np4eGo0WHh4eLFPv/5QgVQTvAgLV/ZUDfqUlFvz3BgcDygFOCzyQo1A5jOoIB0EQMpksPDw8LS1twoQJVCp1+fLlwC2oVqvPnDmD43h2dnZmZqbf71+7di28sPr6+osXL4rF4qSkJOi8mpeXh+N4YWHh3r171Wp1Wlra7Nmzw8LC/H4/0EukpqaeP3++trY2PT0dNg+pVJqRkUEQxIEDBzo7O0NDQ2EDA+o98CeOHTtWXFw8duzYrKyssLAwYASHnaCiouLSpUuJiYmpqalQVBIfHw8robm5+cKFC2lpaXl5eUqlEkEQyIYCmqG6uloqlcKBADFBURSKPqC4NDU1NSQkJBAIWK1WLpfLYrFAJTGZTJlMplQqzWZzY2MjPEDoowYuTkREBIIgnZ2d4DxBMQuKomKxODMzE0EQsI0QBIGqPAaDweVyc3JycBw/deoUFPpD4hy4LuD5GI3G3t5eOAqYMxQKRVpaGplMBl2GIEggEACCZyAmolKpWq1Wq9XyeDybzdbT0xMIBBITEzMzM+l0ent7e3d3N9QTNjU1mUymMWPGQMOLvr4+KpUKZQhqtTo0NFSpVMbHx1MoFCgHjYyMPHv27JkzZ4Lm0fAFwgnNzc0ffPABAGiYTCaLxWptbQ1mpqAvz02ddmjLvv9Rw4Ge/QaEz+fHxcVFRUVBvcnChQthe7PZbIcOHcJxPDY2dtKkSSiKArs/QRBqtfrYsWOQxARiwOzsbMBdlpSUVFZWpqamzps3LyUlhSCIxMREt9udkpLS2Nh44cKF6OjolStXcjgci8UCZSwXL14EiOjDDz8MdQEpKSlBSOmWLVtSUlLGjh0LSBHIcfh8vp6enl27dqWkpMTExDz22GMcDgfilARBmEymQ4cOyWSygoKC1NRUqO8AGHggEDh37hyPx1MoFHl5eWQyGcg0Y2NjTSZTe3t7SEhIWFgYpI+BjkwkEsFCBo4KWJItLS3gPbvdbq1Wy2Qyo6Oj09PTxWJxd3d3a2srTDCgF4N6MYFAYDAYwI0mCAIQVzQaLSEhATId586dA8QSkPvx+fykpCRI7La3t8NRUL/tcrkyMzOhjLy3txfcGKBcgyKgqKgoyJL4/X6ZTFZXV+d2u2k0WnZ2tlKphPQNWDxarbakpCQiIiI5OZnL5ba3t2u1WrlcLpfLS0tLKRRKSEhIampqeHi4Xq8XCAQRERELFy7cs2ePWq1OTk4eqRAgkLIXFxeXlJSMGTMG3heDwSgrKwsEAkBOXVhYeLPR1qEt7eBNgVM0hDPcBhnVBgeCIE6nk0KhlJSUhIeHp6enazSaX375JRAIvPrqq/n5+QaDYceOHWKxWC6X//TTTy6Xi8PhPP/88wsXLjSZTGfOnIH2Zjt37nS73Tk5OX/4wx9wHAdsM7iJZ86cMZvNNBrt/vvvX7hwYX19fWtra3Jy8qVLl86cOcPlclevXg05wrq6OmDDPXfuHHSgXbFiRSAQgC4JCIKACWIwGDIzM5cvXw7wbyj6JwgCYl8kEmnBggURERE2m02j0UAMs6SkxGazGQyG+fPnQ8FqXFwch8MxGAwAX7h06RJQAwGUnc/n6/X6qqqqhIQEFosFXdZqamoWLVokFAp5PJ5arXY4HIBUgtQJhULJzMwE+j9o0pabm2s2m6urq5OSkkJDQyHBBCYwQMzq6uqgBJ9CoURHR4MtEh0dbTabGxoaIiIiIH4QEhICrCFisdhms7W0tBAEMXfuXDKZHBoaCkD92NhY6GgFREBkMlkikRiNRiioi4yMrK2tBcQosNFDM6eYmBij0ahWq7lcLvATeDye3t5enU4XFRUlFAqhJzAgW1taWgDcl5ub++CDD2IYBg24R0QCgUBoaOj//M//KJVK0ON9fX2vvPJKEEs4gte6JzcoQPxw8eLFiIiIgoICs9n8448/ut3udevW/elPf7LZbNu2bSsvL8/IyICgPZlMfvbZZ4uKihwOR0lJSWtra1hY2N69e00mU1RU1MqVK5ctWwbcXwiCEARx+fLlpqYmgiCWLVs2ZcqU3t7eysrKCRMmdHd3b9++nUwmg8YAWlsActbW1losFrvdvnTpUiDRAYZAMplcWVlZVVUlk8lWrFiRlZUFtf1ALeh0Ovft2+f3+/Pz81etWgWZSgjdtbe3l5WVaTSaOXPmKJVKaL0GScnu7m6bzQbs4ACKhBJuHMdbW1uhEjU+Ph7mKmQzAZvZ3NwM1XyQhquoqFi5ciXgxrq7uzEMA1QHDCkvL4/D4UCzXARBoFi9rq4OinegtBXoiBgMBo1GO3v2rMVimTFjBnSr7urqAj5AwLp2dnbm5uaC4SUSiex2u8ViyczMrKys7OnpmTBhAtgikGvQ6XSRkZE6na6lpWXcuHFgk4GOgt7XQDgUGRnJYDDkcvn58+fVanV4eDjkTYA3lsPh6HS6s2fPnjt3jkajzZw5E3JbI7gfO53OKVOmzJkzB6p8Ozo6aDTaq6++Cn+lUCgjldv9bchoNziYTOa4ceO8Xi+Uv0IITiaTXbp0CUEQqICATT01NRW28MrKykAgAD2WoNdAZmYmlIGUlpaiKJqfnw+TgEQiQdsFqVRaV1cHixD+FBMTA7wUDQ0NUAEfGxsbbFZCIpFCQ0OdTicQJ0MxJJVKBbZdqGiVSqXQwwwSw/Hx8SwWC/ocQrABohdkMnncuHHARhoTEwM0OJDKYbFYY8aMgVsG3zr4WIBZC/JHmZmZFAoFavohMgzEiwkJCQD2zsnJaW1tBTbSIJ5OJBKtWrXqgQceAC0pl8t5PB6LxQIcXH5+/vz58yEdgyAIm82GvElUVFRWVlYw1Y0giEAgABo0qVQaFhY2b968IMCCzWbDe1EoFGPHjp0xY0YwHcBms9lsNoDJo6OjZ8yYoVarobYFSHLAUZg2bVpRUREECYGIGojCUlNTwfiDP5HJ5Dlz5gAFYUREBDyoEeTYQVEUmkR89NFHJBKJxWJhGDZ58uRR60b8HoRGo40dOxYIy4MJpsjIyKamJsBKQ8EklUoF+u2kpKSWlpampibAUEMuLCsrS61WBxPwY8aMAfMdFhHYtZ2dnQKBIAjllsvlUHbb1dUFrQ+kUimXy4Vgod/vBy8CmDqBA4rJZI4ZMwbgXMCCk5OTA04LqKCMjAzARYnF4sjISHCBCIKABmNQgBYWFkYmk/v6+uCbpKQkKP2Ij4/vT/VGIpHGjBmj1+tRFA0JCUlJSYHQOiw9WFZAiQZlHTU1NRD+AariQCDA5XIjIiKysrKsViuYXBQKRS6XQ04qPj6+sLAQ0qAIglAoFLFYzOVy6XR6dHT01KlTkSsOOplMBnSC0+nMyMigUqlBEkx4vGQyOSoqCnAY/dEzkBEjkUhQUgekjvANhJahGGTFihXIlTSlUCjMysoKBAICgSAxMRFwD6AcoGFCIBBgMBiRkZEkEmkE61PgCUCr6v/6r//KyMhobGycPXt2VlbW7wFHNQQZ7QYHlMLrdDqLxQIUTwwGo+7/tXfe4VGV2R+/986dmqlpk55MekICpBAkgZDQS0CKWABZmqi4KrJrY9d1Ad1dZREQFVnABYRVqoAiUhJAUiiBEJKQQHqdTCYzmd5n7u+P8zMPD7DurhADej5/zTPJ3Ll3Zt5zz3vK91RVVVRUgKcvl8shMQnV+1A1yePxmpqaIJgWGBioUChgciOUiyuVSvAqQKXD398fmiygL5zFYvn5+YHWXm1tLUT8rl27FhAQMHz4cIVCERISAu3moCfG4XCgAczLy6u+vh4qhMvLy0NCQmBGQ3Z2dlRUFKjpud1u6OaA/KtOp0tPT1er1VBaWFVV5flhyvyMGTP8/PwqKytBre/atWvQygH17YmJiTdv3gTNj0uXLgUEBIwaNerQoUPJycmpqalVVVXV1dUwDQ7KI6xW65UrV+bPn19dXZ2fnw/6SAaDATyb4ODgJ598sra29ty5c+BdwV1cIpHk5uYOGDCgtra2qKhIoVCAfY+KilIoFJmZmQRBNDY27tixIyAgQC6Xw7QakiRTUlLy8vI0Gs2xY8dAeg+kBp1OZ0JCwoIFC3p6enbt2sXn8xMTEw8fPgz9b35+fgsXLmxpaTl69GhwcDCMri4rKyMIQqFQ5OTk1NTUmEwmh8NRVlYGVaUulysyMnL69Omtra2dnZ1eXl7Hjh0D6/niiy/e+0x55gctahh2tXr1ahBAhHhpb/IVPq5bSzGgNIym6X/nlPTeBm59Eu5AoADh5eUFlhF6bm02G2S1Qc78zpwRvDv0U/wajJ3b7W5uboa0XUpKikqlEolEtbW1169fh3CgVCoNCgpqbm6GEFRdXR1MIYApQuCtQncY5CBomlapVL3y2GazWSaTcbncpqam9vZ2giCgOQuEjJuamuBbgO6tgQMHZmVl+fr6gkTemTNnIBfAYrEyMzNjYmLa2trq6+tpmq6trQWPp7a2NiEhITs722azgUYkqEW1t7dD/x20m0I9Fjg3Op3Oy8srPj4+NzdXpVJdvHiRIIjKykqoR7bZbBKJZNasWUajsaSkJDg4GPIg48ePVyqV9fX1s2fPNhgM+fn5HA7Hx8dHKpX29PR0dnZCtMbb2/vAgQNms1kqlYLKFmyiIIh46NAhq9UKwg9giBQKRV5ensfj2bt3r0gk8vPzA9XUiIiIsWPHgk75wYMH1Wq1v7//tWvXOjo6GIbhcDjz5s0LDAw8f/58a2sr9O2TJNnZ2QnyRRkZGefPnz9//nxYWBj05sCiGDlyZFZW1rlz57q7u0NDQ4cOHXr16lX47mbOnAlm0NfX9+rVq8XFxTDeAepSYUoU1HUdPnzY6XQOGDDgN7/5zb3XjTIMA7MjYmNjeTzexx9/DGXvHA4HBJcJgoCOBDabfeuSBP2kH0l8/IhxAKMHDi5FURRFwZuC//rjxkEsFsML7/HC74UH2uEgSRJGkOfk5IDuE7TAyWSytLS0q1evFhQUhIaGHj16tL6+HqqXhUIhNGKJRKLBgwfv378fOpTsdntra2tMTAwIRQcGBqrVahgUCe2sgYGBjY2NoGRK0/SuXbsiIyPBddXr9T4+PmKxeMOGDTKZ7KWXXjp//rxOpwO1LoqiuFxuRESEQCDQarWxsbHe3t5btmy5efOmr6/vggUL9uzZ8+2338pkMihYg0Jll8sVExOjVqtv3rzZ0NDQ3t4Osl0wlAFymdDvKpFIkpOTv/76a5Du8PLystvt586dCw8Pl8vlRqPx9OnTtbW1Go1m/PjxjY2NR48ezcjIyMvLKy4uPnDgAEmS0HdXUVHR0NAQHBw8ffr0goKCxsZGk8lkMBgUCgWoHYOsxdChQ3fv3g1C42PHjg0ICNBoNKBGXFNTA11nPT09bW1tvr6+8Gn/5S9/cTgcW7ZsaWtr8/Lyeu6552CHwefzR4wYcfLkSYqi2Gx2fX29SCSCZBZN0/Cq48ePgzUfO3Zseno6j8fLyMigaTogIKCysrK+vt7X1zcnJ4eiqP3792dmZioUivr6+q1bt0I7z+TJk1UqVUtLCyjDQoEYSZL3UUX4wIEDpaWloFsM22gWiwWO720OR6/5gM43iABDgc6dh4WJx70TEADwJ/R6PQSNoQkW9s3gVYNQgcvlqq+vZ7FYXC4XhGgdDgfs4UAh6r5c+AOO2Wz+6quvJk2a5HQ69+3bV1VVBdMPhg4dWltbe+TIkVGjRp06dQr2+oMHD+bxeDweDzz7jIyM/Pz8b7/9dvTo0Vwu99q1awkJCW1tbU1NTZGRkTqd7tKlSxAlhZBDR0eHUChsaGjg8Xhff/01RP7DwsKg6TQsLOxf//rXd999N23aNLPZXF5efvPmTTD6oKMDr6VpesKECWvXroXfzAsvvFBSUvKPf/wDDkVRVFNTE2RkkpOTQX+osLDQ4XDAmEmlUmmz2cLDw2FOR1VVlZeX14gRI6DPlsViJSYm2u126PzPzs6OjIzcs2dPZ2fnjh07pk+fnpycfOrUKZFItGLFCqVSuX379vLycoFAkJWVZbVaYb7jo48+CnpiWq0WqrahGl2r1UJjbe8YaoFAMHz4cBBKX7BgAYj1abVaqHYiCGLixIllZWWLFi3icrmlpaVHjhwxGAxjxowZMWIE/PJTU1OtVmtdXZ1IJFKpVNClLJPJzGbz6NGjp0+f3tTUdPLkyc7OzqCgoJkzZ0Jud9GiRRcvXkxISDh16hTsXpKSkpRK5fnz53/zm99IpdIvv/wSJipERETExsaazeaioqLY2FhQUausrIS49X3pUrFarR999BE03DIM43K5QA8DpA1gtwB9DDD+t/eF0NwEoZG7GgehUAiCArc+CXWgEI2GwXi+vr4ikQhmXIDpoCjK4XDAt8nj8cCNBlskEAhmz549bNiwe7/we+GBdjgIgiBJ0mw219fXZ2dn5+TkXLx40dvbW6lUdnV1wcj1zs7OlJSUhQsXVlZW2mw2o9Ho7+8vEAjgJhQXF5eWltbY2AgRP7DjMGwwISEhNTUVesB6h5mBulR0dPT8+fOhJSwwMLChoQFkpkaOHDl06NCenp7MzMympqa8vLyWlhalUgkj2caPH+/n50eSpMVi+cMf/mAwGLRabW1trUKhSE1N1Wg0kC/IzMwsLy9vbGyMjo52Op0hISHDhg2rra396quvVq5c2dnZuX///uPHj3t7e4P8n81m43K5y5Ytu3TpUmFhYW1t7cCBA0HkG4YiRkVFdXR0iEQipVJZWlqampoKxdLl5eWPPvooj8cDnbumpqbS0tKenp6QkBC73b5o0SKdTvfWW2/Fx8fb7faCgoKLFy+GhYUplcqnn3567dq1IpFo4MCB+/fvv3z5sre394svvqhWq6HGE6ILxcXFLpcrODg4JSWluLjYz8/viSeeqKmpIUmypaWlvLz8008/DQwMfOqpp8Ri8aVLl2B2pUgk0uv1W7ZsGTFixJUrV/Ly8saPH//pp58WFhZ6eXnFxsaCDDyPxxsyZMjWrVv1ev3gwYOPHTt29uzZy5cv5+bmDhkyZNiwYaWlpTwe7+TJkydOnJDJZDExMcOHD1+1ahXkZUB26b4If82ePXvWrFn79u0DJw8K+6Hfz2q1Dh8+HIr7fvwgFy5c2LVrV2Ji4pw5c4xGIxSvCQQC0Ja98//Bd3G5XBcuXKioqJBKpU8//bTJZALhZ9Cmu+0lzA/ilfd+yQ8FkEa5ceNGSkrKhAkTRCIRWAatVqtSqWBcWURExNKlS6HVC7pnpVJpU1NTdXW1XC6fMGFCVVUVWAZQoCIIwm63+/n5gcStxWKBacYEQbDZbChSnjt3rs1ma2lp8ff3h0lg4DHMnz9fq9XCFBWIW1y9etXHx0er1Xp7e0+aNAmqx15++WXoKIFVCa0oMCAtPT1dq9UeOXIkJiZGpVKB/m9PT09xcfHkyZMDAgL2799fUlLS1dWVmJiYnZ3tdrt1Ot28efNgHn1xcXFiYiJUocLuZd68eRqNBnI6p0+fpmk6OjqaxWKVl5crFIqJEyfW19eHhYV9//33TU1NIFWs1WpTU1MzMzM3bNhgMBi8vb0rKysbGhosFsuwYcMUCoXb7V63bt2GDRs8Hs/KlStJknzsscdGjRoFXUIqlWrkyJFnz54FYUbIpJSXlz/22GOg6NrZ2Wm1WgsLC8+cOZObmztv3rybN2+CCIfZbAax+YKCgsTExObm5vnz5zc0NOzevfvEiRMTJkyAylY/Pz+BQJCcnLxp0yaRSNTY2PjZZ5/BvMkZM2YMHToUBmiDcCpMuMzLyxOJRP/4xz/i4+Pb2tquX79+19v8/wqfz3/99dctFsv69eu7u7thlKbBYEhPTw8NDRUKhampqb1dSz/C4cOH8/Pzhw0bNnPmzIaGhm+++QYKUJ555pm7SoSBcQAp7evXr0dERCxatKi7u7u7uxvSSbd2FPY2xD0gxuGBbotlGOaLL744cuRIVlZWT0+PUCjs6OiAIYowCQnEoCBZWFVVJRKJJBIJtGWC8A5FUTA6OSgoiCAIiAdKJBIOhwO977BHgZZ6giACAgKgD+L8+fMQyiYIgqIob29vDocD8pcFBQXQFgGFGklJSVarNSYmxs/P7/Tp026322AwwAm4XK7AwEBQB7906ZLNZhMIBDdv3hQKhZDQzc3N5fF4+/bts9lshw4dSktLCw4OhoDbzJkzZTLZli1boGwWhoOAJ/vkk0+SJHn06FEYxR4SEuLt7d3Z2elwOFJTU7u6usxmMwRjoc0P8sRBQUE5OTkXLlwwGo3V1dWwY2hubjYajcHBwWPHji0qKuJwOG1tbQqFwuFwwDz6pKSk7Ozsr776CoJ1kKU6efIkQRA5OTnR0dHQEQOF62KxuKqqSq/X+/n5RUdHd3V1yeVyUCZmsVjNzc2NjY3Tpk2bMmXKF198IRaLQawpMDDwwoULwcHBgwYNAhVRSEWlpaVdv34dbhvJyckul+vKlSvgxoEYK3Q58ni80NDQM2fOgJgsTO8rLi7+5ptvIAV+X36HN27cqKqqqqmpaWhoWLp0aUBAwL/+9a9r165B5cpjjz0GDUd3fa3b7a6rq6uoqACBgQsXLly9epXP51dUVPzpT3+CkT13xeVy7dq166OPPmKxWL/73e+OHj3a1ta2ZMmSxx9//GeIiz7gbbHffffd5s2bc3JyILEIw8k6OzuhIQKEKGAqW3V1NYhUwrR6SCjA2L+SkpKQkBCapmHQCVQ4SSQSkUgEYS2oG/N4PDKZDBQ2oYkd6h4IggAVCqlUKhKJTp48CeJLEGCD4iqxWDx48OCzZ8/25m6gcovP5ycnJwcGBl68eBEU1qHWW6FQmEymjIyMAQMG7Nu3z2QyFRQUQJoSNjMZGRnjxo3btWtXQ0MDZIRlMlmvjk5OTs6ePXs0Gk13dzcIAZvNZpVKFRAQEBcXd/HiRbFYXFNTAwIhEOBksVhjxoxxOp3Xr19XqVQGgyEyMlKtVqtUKqvVOmPGDKPR2N7eDhZSLperVCpY7xMmTOjp6SkrK4MedYIgdDpdcXHxoEGDoOYM8lkulwsqYy5fvszhcEJDQ0NCQtrb2318fMrKyqKiohwOx5kzZyIiIh5//HGZTHb8+HGGYUpKSpKSkvR6fV1dXVpaWlRUlEwmu3btmkajCQ8PZ7FY9fX10GAYFRVVX18PSVWQ34A6FbDYDocDZBjVarW3t/e1a9d8fX137Nhxv2o5GYY5efKkx+P59ttv+Xz+woULORzOxo0btVqtXC6Pjo6eNWvWv9v5gNNcUVFRV1dntVqnTZu2c+dOg8HgdDrr6urWrVv3I0lhm8326aefbt68WaFQzJkz5+jRo11dXa+//vqYMWMeZOPwoDscKpWqqKgIBi9ptVqIIUPWkyRJKHeAsiaooOTxeDDRGELcUKYEK5zH4/n4+DQ3N0MgC8LgvQ4gwGKxYMC0wWAQCoWQ8QK3A8wBzKBns9kgCAFjJ9lsdltbW2xsLMTrCIIACX2oGoMbP2h+CwSC69evQ7E33NTB2PH5/JqaGvAtIiMjKYrS6/W+vr4wngPERp1Op1wuhxs/VHqDbj+YWoZhQkNDu7u7oVwcLqe9vR1cn7S0NJinAI6aw+Ho6uqCNsIBAwZAcT7UvjAMA0JDoHoO93uDwQD+05UrV1gsFpgMeEapVMLIWb1eD900AwcOlMvlQqEQMuIsFqupqenatWvQExsWFkYQhMfjgfkjN2/erKqqkkgkWVlZUMcHU2zsdrtAIPj2228piho2bBh0qcAXCkJk1dXVAoEARvoxDGO32zkcjsFg+OKLL2Bu3LFjxxQKxf36KYJIFwQnvby84GfjdrstFguEK/9dBsdms3388cegrs3hcDZt2uTj45Ofn19UVCSXy994441/J+wD+vo8Hu+bb77Zv3+/Vqv9wx/+4PF4Tp06tXXr1p9hs/KAOxwajaaoqAg6zqCUGGYIQzsVjICHWmO4/UulUo1G43K5oPixV54V9hvBwcEQiCYIAv50m2WAo4HMDJSWs9lsKJzs6uqCEWtgcyiKgqkZUMYBDSwEQUBJRENDg1AohPsilAdBajIwMPDmzZtws4dJciCMAW2uoGgHhaUwIQwulqZps9nc2dnp6+sLteqwUqCnvbm5GWQAQRHcYDBIJBK4HKPR2NXVRRBEQkIC1H/A5YB1hSxnUFBQRESEUqkMDg6maRq05mD2gkQigQm3AQEBoFOgVqvLy8uhCFQmk7FYrJ6eHrvdDm29kPNNSkpSKBQBAQFQGAcW+PTp06AFnp6eLhAIIN/B4/GUSuXVq1dVKlVSUlJiYiKLxYKZCTqdTiwWt7a2lpSUKBSKwYMHs9lsCAM7HA6r1Xru3Dk4YEZGBnxrUHd/48aNvXv31tXVjRw5csuWLfdrqjPcSogfGiqhYh08CbhxwNd919dqtdq///3vNE1/9dVXiYmJGzZsgPM/fvz42LFjQav0ri8E75DP5x88eHDv3r1sNvu1117r6uqqqalZv349OhwPGb0FO7d+c7dl1HoBDVPIlsFNCAJZUMVD/DAd/tbjQGkq5N2JH5JzAoEAZjETP4gkQjzNZDJB16XL5YImeDgO9E0QBBEYGAhqmz9yRbDwekvEb7Ok8I42mw1aUeAcbDYbjJAFdw3Ku6Awraen59YlxOPxoKoRDFavkyeRSKBaqqWlRSAQQE5RpVJBUSeocJIk6e3tDfcJg8EQHBzMZrONRqOvr69UKq2vr7fb7ZA86p3SB4MfOzo6PB6PRCKBJgWSJEUikcPh8PX1JQhCo9EsWrRILpf/91/6XfF4PJD1v/N7BG4V84FCMJqmoW6Ly+Wy2Wy9Xv/ee+/JZLIhQ4aAMvSMGTN27dplsVjmzJkjFAoh+wtbxt55Y/AtbN269fjx4yEhIVOmTLHb7TU1NUFBQRkZGTExMbfZFPjFQhEZVEbf44UTD7zD0S/A3eW2DNqd9X1Ar8QWQRCg5gRLA/YMvRbm1teCDwHF7L3GBJwGu90O/wlCFLARgm52giAgrgkHgR0ROB80TXd3d/+ILE3vD/jWX3Iv4K45nU4Y2NHbttbV1QWjuSH6C0obfD4fNki3CkLAhgqm20OrICwN2MuBMElQUBAIqcElwBI2Go0QBoa3Y7FYISEhED+OiYkxmUygtk5RFJ/P1+l0kLKBwgiYmQeZZYIg2Gw2dAuCEfP19Z09e/a913iBtGvvx3jbR9f7IcDz8FFAeRnxg9BtS0vLmjVrYFxGV1eXn59fVlbWhg0bQDUEOpXgl8DhcMDAwjGtVusHH3xw8eLF2NhYmPVdX18fGRmZnp5+5y4LvjKwTveraBQdDuSe6F0tt62TeznarYf6kcPeauluM38/4UxuPcK9Ly273Q4FiQRBwEQr6GwkCILNZoPYCaTtoF8JtN3ASYKAFniixA+V53CGtbW16enp4CMyDAN1Jz4+PiaTCVJgcPzo6OiOjg6oGyUIwmw2w1ZSp9PB5Au4tcCdzGq1isXi+Pj4adOm/Ygc8n8POhwIcOdy/snH6d3z3PbkXQ972zveaRz+1zPpfeF9uel2d3d//vnnXV1dDMOAqDxBEA6HAzpvdTodSMUIhUIo6Ib4N+wopFIphGTACyFvkR5ubGxMS0uDeXhut9tqtYpEIpFIZDAYeh1H6BJqbm6GaBNBECDU1t7eDqUwEHaiaRpURx0Oh1gsHjhw4OTJk+9LMz86HAhy/+m1AgRBWK1WGH0E+04o2rfZbNAlCJtX6Iok/k04pBdoMIGkOAAa1SRJ3jpd6a5m8ceNLHmLiPI9gg4HgvwIvZEt2GNAUQjk7KBbFfwJEMWHiNR/o4AMubneSCdBEBCeAaPxsBuH/i9bRZAHlluXaG/FeG9EHWTOb/3//6kS7bbX/k+nhCBI/3JrDLV3aFRvpuZO9eH/yTj8tBH2D75xuD9D8xDkIYJhmOvXr1dWVvb3iSAI8mDhdrtPnz6t0Wj6+0R+mWCEA/k1AiLu/X0WCII8cMhksvs4GAG5FXQ4kF8dJElGRET091kgCPLAwWKxYMAv0hdgSuUhoLelG0EQpBeGYUwm033RzUSQnwF0OB4CrFYrSG4g/yXMD/T3iSBIH8IwDPRPIv89aBz6EXQ4HgJEItF9GQvyqwINMfKLhyTJ4OBgrEb6n3A4HL0iacjPDNZwPASgQfkJgA4PgvyCQcvwE4AZzv19Fr9SMMLxC6d33kd/n8jPCghIozlGkB/BYrH8N1JUvzBgAgAah34BHY5fOPdF4RtBkF8eaByQnxlMqfzCgeFG/X0WCII8cKBlQH5mMMKBIAiCIEifgw4HgiAIgiB9DqZUkAeF3spWzCsjCHIraBx+GWCEA/nPwPxlvV5vNptdLhfI5jgcDrfb7fF4em0BPHa73U6n8z/2xTAM4/F4bntSp9P92hpqEOShxuPxmEwmvV5vt9thRbvdbpfL5fF4ehc4LHYwGv+lZbjt35xOp9Fo7KNLQH42MMKB/AcYhunu7v7oo49OnDghFApHjBixbNkyhmHeeustj8fj5eUVHh5O03Rqampzc3NbW1tAQEBDQ0N2dnZKSkrv1OZbj+Z2u9va2m7cuOF0OpOSkvz8/AQCgcPh6OrqqqqqUigUcrlcIpHU1dVdv3598uTJNE3b7fYTJ06MGDHi1KlTHA7HarUGBgba7fbQ0FCGYerr6+Pj46urq7OysqRSKUVRHo+nra1NIpGIRCLih10RyDLqdDqxWOzj4+PxeG7cuEFRlMvl4vF4Ho9HLBbL5XKDwdDe3u7xeAQCQVhY2L9rr2UYpqGhgSRJiqLCw8NJkmQYxul01tbW0jQdGhrK5/PhSavV2tbWxuPxQkJCYLQ9wzBtbW1KpZKiqKSkJC6XyzBMbW1tS0tLQEBAWFgYiIg0NjZ2dXV5eXlFRUXB0fr8y0aQ/wW73V5aWrp69WqdThcREfHb3/42MzPz22+/PXjwoI+Pj1Qq9ff3Z7PZY8eO3bp1a0xMjFqtDgkJSUpKiouLu/P3zDCMXq9Xq9Xff/99RkaGj4+Pv78/i8UyGAxtbW1tbW1JSUk+Pj4cDufYsWPh4eFJSUmwlG7cuDFo0KDDhw/L5XIwCz09Penp6RcvXgwKCrJYLBRFDRw4EIpkHQ5He3t7SEgITdPELcahpaWFIAi5XM7j8SwWS319PYfD8Xg8HA6HYRi5XC4SiTo7OzUaDYvFEovFQUFB/25Jejye6upqPp8vFAr9/PzADphMpqamJj6fDwYTntTr9SqVSiKRyOVyeMbj8TQ3N3d1dfH5/MTERJqmPR7P1atXjUajXC4PCwsDo3r9+nWLxQLGgcPhPCzGAR0O5D+zffv26urqhQsXWq3WU6dOHTp0KC8vj6bp6urqS5cuTZgwwWazKRSKo0ePXrhwIS8vT6VS7du37/nnn1+4cCGLxbr1UAzDfPXVV+vXrw8ICCBJ0mKx5OTkPPvss5s2bSosLHQ6nQRBSKXSTz75ZM+ePRaLJS8vj2GYjo6Ov//97wMHDjx69GhpaWlTU9PChQsrKyufeeaZ0tLSAwcOJCcnm0ym9evXr1y5Mi0tbceOHdu2bfP395fJZDRNv/POO06n84MPPqiuriYIgsPhrFixIiUl5bXXXistLXW73WPGjImNjfX3958zZ87atWtPnjzJYrFkMtnTTz89a9asu1rGCxcurFy5sqenJyQkZO3atWFhYR6P58iRI+vXr+/p6XnjjTfmzJlDEITJZNq2bdvGjRvDwsK2b98eFhZGEERtbe2rr76q1WqjoqI+/vhjhmF27Nhx/Pjx1tZWf39/Pp+/du1ai8WyevXquro6Nps9ePDgV199NTAw8GExK8ivhM7OzhUrVjz66KMCgaC1tfW999777LPPGIZxuVyHDx/29vaOiory8/NLSkravHnz8OHDo6KiCgoKenp6du/eHRoaetvv2Wg0vvLKK11dXTRNFxQUKJXKDz/8kCTJv/71r0ajUafTCQSCCRMmzJ07d82aNe+//z5EQb7++uu6ujpfX9+tW7eq1Wq32z179uyioqINGza8/vrrXl5eISEh7e3tcXFxa9assdvta9euLSgoiIuLo2k6Li4OjMAnn3xSW1sbFBQklUrff/99rVb7xBNPdHd3i0Si8ePHy2SycePGKRSKV199tb29naKokJCQ5cuXDxky5M7PxOPx7N+/f+3atTRNp6Wlvfvuu0Kh0Gq1bt++fcuWLQKBYM2aNcOHD2cYRqVSffDBB3v27MnMzNy0aZNEImEYpri4+J133jGbzSNGjFi5cqXb7V63bl1RUZFWq/Xx8QkODl69enVLS8vKlSvVajWHw8nMzFy+fLlMJvuZvvJ7Ax0O5D/T09MzefLkefPmEQSRkpLS1dUllUr//ve/V1VVLV68+O2335bL5Vwud8+ePU8//fTLL7/MYrEOHjy4du3aSZMmBQcH33oohmEuX748efLk5cuXkyRZXFycn5+vVCoPHDjw2WefhYeHO53OFStWnD171mw2V1RUVFZWDhw4EEbJCIXCjRs39vT0LF68eNSoUcuXL/fz88vPz589e/azzz7LYrF27ty5atWqd999d8uWLa+//npCQgKbzf7jH/94+PBhlUqlVqtXrVolEomKi4t37NgxZMiQ9957r6ur6/e//310dHRWVlZERERlZWV9ff2BAwd4PB5ESu56jzcajWvXrl2+fHlsbOwHH3xw9OjRZ5999vz581u2bFm3bp1arX7rrbdSU1MTEhK2bt3a3d29d+/eEydOrFu37v3336+oqNi0adOqVatgoyMQCDwej1wuX7dunUAgsNlsL7/88ldffUVRVHZ29vr16wmC+OKLL/bs2fPyyy+jw4E8UDgcDplMtmDBAplMZrFYNm/ezDDMlClTJk6c+Nprr4nF4uXLl7PZ7Obm5sDAwHfffVehUOj1+oULF+7cufPNN9+8bTdiNpsbGxs//PDD2NhYt9v9wQcfKJXK8vJyLpe7ceNGkiQ7OjpeeeWVCRMm6PX606dPR0dHy2Qyo9HI5/MHDBhw7NixsrKyVatWLViwYOnSpTRNs1isP//5z8nJyWaz+ZVXXtm8ebNcLq+srNy6dSuPx9Pr9b/73e/GjRv3l7/8Zfjw4cuWLROJROvXrz958uSjjz765ZdfVlRUwAYmOjo6MTFx586dycnJn3zyCSzDu46wZxjm5s2bu3bt2rZtG0mS77zzzoULF3Jzc/fu3VtSUvLll1+ePn161apVX3zxhVAoXLNmTURExOHDhzdv3vz555+/8MILR48ePX78+ObNm6VSKYfDYbPZLpcrJiZmwYIFHA5Ho9E8//zzZ8+evXz58uLFizMzMxmG2bhx49GjR+fMmfNQGAd0OJD/jE6ng6gdwzDgm4NkkMFgoChKJpOJxWKn02m327u7u0tLS69cuXLmzJmJEyfedQSM1WqNioricrkkSY4cOTIrK6u+vl4mk4WGhorFYpvN1tPTw+Pxuru7W1paPvnkk1dfffXGjRt+fn5CoZDL5VqtVqPRGBUVFR4ebrfbNRoNpF1gcyMWi3U6XXh4+NSpU3k8nlqtViqVCoWivr5+6tSpw4YNg9n0ubm5HA5nwIAB/v7+NE3PmDEjJSWFYZjq6mqNRqNUKqVSqVgs9vX1vesHcvXq1dDQ0BEjRnC53Oeee27ZsmWTJk3av3//448/Dsf57rvvTpw4QVHU+fPn33zzzcGDB/v6+i5dulSpVF64cIHH4yUlJfXKLlEUNWHCBLfbfePGjfr6eovFYrfbLRaLUCisra2VSCRNTU2NjY0vvPDCXW0cgvQXRqORYRhIFPL5fPCJ4Vfd09MDK5okSbvd7na7a2try8rKysrKKIoaNmwYvOpW3G63w+EICAjg8XgMw7z55psQSoyJiZFIJBRFtbS0QOmY1Wo9cuSIj4/PY489VlFRMXbsWJqmpVKpwWDw9vYOCwvjcrk1NTUymSwqKsrlckHagsPhdHR0TJ06NS0tjaKoU6dOsdlsb29vj8fz+OOPR0dHEwSxcuVKhmFEItGgQYN0Ol1AQMATTzwhEokYhuns7HQ4HEqlUiwWS6VSoVB418/k+PHj06ZNS0hIIEly9uzZ27Zti4+PP3ny5OLFixMSEoKCgo4fP3758mUWi6XVal955ZXg4OB58+Z98MEH8+bNy8/Pj4mJgTgofJI0TU+dOtVut9fV1V26dInL5RoMBq1W29PT09DQIBQK6+rqNBrNk08+CRmiB5yH4BSR/sXj8XR2dsrlcoIgwOfodaUpimKxWPBDh4qwvXv3njlzxt/f/5FHHlm2bNmdNRxwkN7nKYqCm6jL5YJ8CkEQbDabpmm32/3GG29wudzf/OY3mZmZvcuJz+eHhITA3ojFYnE4nCVLloSGhrrd7uDg4HfeeYdhGB8fH7VaDWHGkJAQoVBosVg0Gg0cQSQSQW0HQRA0TfN4vN7ZCsHBwXw+/5133pFKpX5+fnFxcQsXLrxz62A2mzUaDVgEFotVW1tbV1fX0tIyb948mqYZhgkODs7Pzx8wYACbzU5MTCQIQiKRKJXKixcvqtVqj8ezYcOG5ubm6OjoZ555hsvlUhTV09Pz3HPPmUymgICAzMzMhoaGt99+e/Xq1Vwu12QyPfnkkzgAAnnQ0Ov1HA6Hy+USd/SPkCTJ4/Hgsdvtbmlpefvtt9lsdnh4+Isvvpibm3vnsvJ4PHw+H5Y23GshaWKz2eABSZIcDsftdgcFBW3atOnDDz8sKSnp6urqXRqBgYG9S5vP59fX10+cOFEikbhcrvHjx8+dO/ebb74xm82wpRGJRAEBARRFmc1mo9EI5xMYGNh7PhwOh8/n9zpGCQkJhw4d+vOf/yyTyeRyeU5OzpgxY+68Cqh8B/V0hmFKS0u7urq0Wm1ycjKYPqFQmJ+fHxUVpVAoIE/q4+Nz7dq12tpajUYjFovfe++9jo6OrKysxx57jMViURTV2to6f/58q9U6ePDg9PT07u7uP/7xj0ajkcvl6vX6N95446HwNgh0OJD/CNxTlUolQRAMwzQ3N/f09AwaNIgkyYCAAC6Xq9VqIZLh5eWVl5dXWFhIEMSUKVNEItFdbUpPTw/UZxEEAZsPu91uMBhsNhs8A6uOoqju7u4lS5Z4eXn97W9/k8lkDoeDy+W6XC6DwQDDYCHlMWDAAI1GM3HixOeffz48PPzUqVNFRUUrVqxQKpUkSTY1NWk0GigOhTeFphsIsdjtdqvVajAYwJFKTU1dtWqVSqVyu90mk2nnzp2wv7ntKgQCAUVRNpuNy+VKpVJwgHg8ntvtBssoEokoiqJpWigUwjMURQkEAgjzFhcXm0wmmqaLi4sdDsfSpUv5fL5IJHr33Xfb2toOHjx47dq1efPmZWRktLW1MQzzr3/9SywW3+rqIciDAJvN1mg0DoeDx+NZrdarV6/GxcV5e3uzWKyIiIju7m740VIUlZiYGB8ff+7cuXHjxg0fPvyuv2Sz2axWq6FYAaosoS1Oq9XCIlKr1eCRQEfMW2+9tXv37sLCQpPJBG9kNpvBkoChEAqFYWFhPT09zz///FNPPcXj8erq6s6fP3/u3DmTyWSz2cxms91uJ0kSGutIkvR4PE6nEwK6JpPJYrHYbDYvLy+SJOfOnZuQkABBnerq6u+++y43N/fOO71YLHY4HHCQoKAgX19fhmH4fD4YB4qihEIhRVFcLhccNYZhaJru9WzAF2Gz2YcOHXI6nU899RRN00FBQWvXrq2srCwoKKivr3/++ecnT57c0dFBkuS6desgAPNQGAd0OJD/AEmScXFxVVVV//znP0mSLCgomDVr1uDBgwmCMJvNDocDwhUQ4cjLy1uyZMm6devefffdl19+OSsr67bAKUVREonEarW2t7cTBFFYWFhYWDhnzhw2mw05EYIg4K9BQUH+/v4cDmf8+PF8Pn/fvn1wBJqmBw4cCC4Oh8PJzs6GuCgURrz00kthYWFsNvull17y9vYmCGLVqlXt7e0ymay2thYcFKVSuXHjxjfeeEMqlfr4+KSmpjY0NAwbNgyOHxkZqVAoPB5PeXm5RqPR6/V3OhwQtKipqUlJSWlqapJIJCwWKyMjY+/evTExMfAWHo8nPj6exWIVFRVlZ2d3dHRERUWZTKbQ0FAej/enP/1JIBDU19e/9tprTzzxRFlZWVJS0sCBA+Pj47///vuWlhY2mx0UFCQUCj0ej5+fX3V1tU6ngytCkAcEf39/oVC4Z88emqZVKlVjY+Pf/vY34oeOsODgYLgL2u12qVS6evXqr7/++ssvv+Tz+QsWLICg6a14eXnRNK3T6VpbW51O54cffpiVleV0OkmSbG5u5vP5FosF7EZ4eLiXl1dAQMALL7zgdDohwkGSpEwmGzRoENgcuVyem5s7Z86cgoKCXbt2tba2vvTSSxEREU1NTX/9618JgtDr9b/97W/NZjNFUe3t7dDtf+7cuStXrkBuKCEhQSKRqFQqHx8fgiCg1QVKYmtrazs7O51O520OB6SJN2zY0NXV5ePj09HRIRKJJBJJRETEgQMHFi9erNFoTCaTUCjMyspau3ZtdXV1fHw8pH1tNltoaKjFYoHTKyws/Pzzz8ePH19YWJiVlTVw4MC4uLjjx493dnbyeLzg4GCpVOpwOKAqBTpWfoZv/B5BhwP5z0ydOvXTTz+9dOkSh8NZsGDB+PHje8OPUAUWEBDAZrNDQkKqq6unT5++YcOG7du3l5WVDR8+/LZDURQ1Y8aM1atXHzp0COKra9as8fLyGj58+LPPPms0Gv39/TMzM6OiosrKygoLCx977DGapv39/a9cuaLT6UQiEZvNbmtrKykpSUhIIAhCo9E0NDRs3rx5yJAhL7zwwu7duxctWmS1Wt1ud1RUFDS7qlSqjIyM999/f+nSpSRJqtXqMWPGgJ8Eu6XeiIvFYnnhhReamprcbrdarZ4+fbq/v/+dH4iPj8+gQYNWrFjh6+trNptzc3MTExMHDBjw2muvzZ8/n8fjhYaGzpo1KyAgYMKECRs3bvz888/dbjcUrNA0vWPHjueff16r1Xp5eY0bN04ikbS2tn766adqtZokyfDw8HHjxpEkuW/fPjA9OTk5b7755l0LYhCkHwkMDMzOzj5y5IjL5QoPD//jH/8Iv1KKotLT0+vq6mDnHRgYqNPpbDbb4sWLhw4d+tFHH0EZ+G34+PhMnz59yZIlTqeTz+c/9dRTkyZNkslkH3/88fTp0xmGSU5Ofvzxx/l8fl1dXUNDA9RqsNns0tLSuXPnQvDgxIkT8+bNE4lEHo+noqKiu7v7jTfeGDp06O9+97vMzEwul6tUKv38/MRicXd3t9vtttlsjzzyyNatW0+cOEEQRGdn5+9//3uwb1wuV6VSabVaOD1oLjMYDE6ns6enB9Kdd14F9LI+99xzfD6fw+FMnz49LCxs0aJFf/7zn8+ePUtRVGRk5KhRoyIjIxMTE1evXi0QCFgs1owZMxITE7lc7osvvjhnzhyLxcLlcufOncvn88vKyv75z392dHTw+fywsLC4uDiCID766KPt27dTFDVlypR58+bdNXn9AEJWaOp/8ouTvCPv46kgDyYQzAQZH4iO9gYtQFQDnmEYpqury+PxBAYGQs7CYrHcuSOHbURLS4vJZOLxeLBNIQjCZDJ1dnaazWYulxseHs7n85uammw2W1xcHEVRDoejpqYmOjpaIBAwDFNTUyMUCkNDQwmCaGxsbGxsHDlyJKRgtFotZFVSUlKCg4MZhikvL7darWlpaYWFhRB4kMlkY8eO7Y1nlpSUcDictLQ0kiRdLtfp06e1Wq1IJBIKhSkpKUKh8K5tsQaD4dy5c1qtFrpR4DPR6/XHjx9nsVijRo2CMje3211aWnrz5s2IiIhHHnmEzWbDKbW2tnK5XI/HM3z4cKFQqNfrS0pKGIYJDQ2NiIiAN71x44ZWq6VpOjY2FpQ5fs6oaaW24Se/Fi3DrwRYzr0CX72iNb3PwzNOp7O5uTk0NBQkZzQajUQiubMmCURrWlpanE4nWAY+nw9d8SaTyeFwiESisLAwhmHKysoUCgVkK9RqdU9PT0xMDBiK8vLyhIQEoVDodrsLCwuDg4OjoqIIgqiurg4ICLDZbFeuXBkzZgyPx3M6nVBoJRQKz549C8Ji8fHxUFJKEATI/6SkpISEhBAEYTAY8vPz7XY7SIwMHjz4rmVVDMMolcrCwkKXy5WdnR0YGAhHa21tPXv2rK+vb3Z2Nsjq2Gy2wsLCzs7O5OTkpKQkFovlcrlKS0uhLpUgiBEjRnA4nM7OzitXrrBYLIVC0SvwA2aNzWYnJCT8/CI9P9k4oMOBID8HDMNYLBaBQPBQpFoJdDgQ5OfC4/HYbLaHSNzvJxsHlDZHkJ+Jh8WaIAjyM/MrMQ5Yw4EgPwe3NgMjCIL0QlEUyK7/4sEIB4IgCIIgfQ46HAiCIAiC9DnocCAIgiAI0uegw4EgCIIgSJ+DDgeCIAiCIH0OOhwIgiAIgvQ56HAgCIIgCNLnoMOBIAiCIEifgw4HgiAIgiB9DjocCIIgCIL0OehwIAiCIAjS56DDgSAIgiBIn4MOB4IgCIIgfQ46HAiCIAiC9DnocCAIgiAI0uegw4EgCIIgSJ9D9/cJIP2Px+NhGIbFYjEM43a7KYoiSdJqtZIkyePx3G63zWbjcrlsNtvhcDidTj6fD/9AURSXy/V4PPCYz+c7HA632w3/0N+XhSDIPQEGgcVikSQJj2madjgcDoeDx+OxWCybzcYwDJ/PZxjGarWy2Ww2mw0Wg8/nUxRlt9tdLheXy2WxWPAPHA6nvy8L6TfQ4fi143A4Dh48KJfLc3JyNBrNtm3bFi1a1NbWduLECbfbPXbs2Orqar1eb7FY5s6du3v3bpqmIyIifHx8ioqKCIJYtGhRSUlJc3NzRETEsGHDdu3a5XK5UlJSRo8ejT4Hgjy8MAzT1NS0f//+3/72t2w2+8SJEzabbeLEidu2bYOlPWrUqEOHDtE0nZ6eThDE5cuXHQ7Hk08+efDgQRaLFRoaOnr06I8++ig8PHzo0KEdHR3l5eU2m23JkiXe3t79fXFI/4AplV87V65cOXfunFqtdrlchw8frqiocDgcZrN5zpw5kyZN+v777729vZ955hmBQJCfnx8WFvbss8/W1dXZ7fZHH31UIpE0NjYWFRVFRkYmJyd/++23vr6+o0eP5nA4DMP095UhCPLTMZvNhw4dunnzptvtrqmpOXHiRGdnp91uj4uLW7x4sVarbWlpmTlz5pNPPnnu3LkLFy4sXrw4MzPz4sWLgwcPzs3Nra2traysdDgccXFxfD7/m2++ycnJSUlJcTgc/X1lSL+BDsevnbS0tOnTpxMEQdP03LlzIyMjCYLIzMxks9n5+fnTp0+fOHHilStXOByOVCrlcDgcDkculw8bNsxkMqnVarfbnZ2dHRYWdvTo0aKiIr1e39TUdPnyZXQ4EOShRiAQPPvssz4+PgRBxMXFPfXUUxRFSaXS3Nzc/Pz8mJiY0aNHy+XyQ4cOTZw4Ua/X83i84OBgmUyWkZFx+fJlFovl5+eXlZXlcrk+//zz1tZWpVJZVlamUqn6+8qQfgMdjl87bDaboiiCIEiS7E2vNjY2bt++fezYsUFBQceOHbt48eLMmTMVCoVOp+vu7m5ubv7uu+/EYvGECRNu3rxpsVjCwsK8vLxSU1NTUlIyMjIg49uvl4UgyD1BURSbzYbHYCUYhnE6nXv27NHpdJMmTVKr1Zs2bUpNTU1OTvb391er1eXl5Tqd7uuvv54xYwZN042NjXK5PDAwUCgUjhgxYujQobGxsWazuX+vC+lHsIYDIaRSKfgcBEEoFAqapo8dO9bY2Lh79+7k5ORz586JRKL169fPnTvXaDSuXbt23LhxQUFBu3btcrvdixcvvnjx4vvvv5+YmJiXl/fZZ58dOnRo8uTJLBarfy8KQZB7hCTJyMhIWMtisTg4OLi1tfXkyZNyubyurk4ul9fX1+t0upaWlmHDhn3yySc8Hm/p0qWHDx/+61//OmDAgPj4+J07d3o8ntmzZ3d2dr7//vtCoXDUqFH9fVlIv0FWaOp/8ouTvCPv46kg/YXb7WYYhqZphmFcLheLxXI6nW63myAIFosFPSwEQXC5XJIkHQ4Hl8slCMLlchEEwWazGYZxOBwcDockSbfb7XK54HH/XhRyj1RqG37ya9Ey/DIAg0DTNEmSHo/H4/GQJGm32wmCIEmSoqheK8HhcJxOJ0VRYEbsdjtYCbAtvVaCpmncivwC+MnGAVMqyP83v8HjXgNhsVigjY0kSaPR6PF4KIoym80Gg8HlcjEMo9frzWYz2BGdTqfVahmGgX/weDz9e0UIgtwXYLETPzgf0DxvNBoJgmCz2TabzWw20zTt8Xh6DYLVatXr9U6nkyAIo9Go1WotFovb7YZmN0y2/prBlMqvHZvN9s9//jMiImLChAlKpXLdunWvvvqqUqncuXMnSZIzZsy4ceNGTU0Nl8tdsmTJZ599ZrVak5OTQ0JCDh8+TBDEsmXLioqKSkpKoqOjp06d+o9//MPlco0cOXLixIkY5ECQhxeGYaqrq3fv3v2HP/yBzWbv3buXIIiZM2d++umn3d3dMpls6tSpW7duZbFYOTk50DdLUdTixYv37NljMBhiY2OnTZv29ttvS6XSKVOmdHR0lJSUcDic5cuXY1vsrxZ0OH7tVFZWNjc3+/j4uFyu77//XqvVwj5mxYoV7e3tZ8+ezcjIePrppzdv3lxQUJCYmDhlypTNmzfHxsYuW7bs8OHDbW1tJSUlAwYMSE9PP3HiRGJiYmBgoFwu7+/LQhDknjCbzcXFxRqNxuPx1NXV3bhxIyAgwOVy5eTkJCcnv/feez09Pa+88grDMDt27CAI4k9/+lNVVVVFRcWkSZO4XO7BgwevXbtGUVRKSopMJjtw4MCkSZNAYLC/rwzpNzCl8msnJSVl7NixBEHQND1r1qzg4GCCIAYMGAD+x8SJE4cMGVJZWcnlcqVSKYvFYrFYMpksISGhtbVVpVKx2eyhQ4fGxMScPHmytLS0ra2ttrb2+++/x6wKgjzUeHl5Pf3001KplCCI2NjYvLw8iqKEQuGgQYPOnDkTHR09ZMgQsVh88uTJ0aNHm0wmmqZ9fHy8vLyioqIKCgpEIpG/v39GRgZERxoaGlpaWgoLC9va2vr7ypB+Ax2OXzugW0z8UAUGT7a3t2/btm3MmDERERH5+fnFxcVPPPGEQqGwWCxGo7GlpeW7777z8/ObMWNGZWWlRCIZOnSot7d3fHz8iBEjHn30UaPRiJlaBHmoudUg9Kqbu1yugwcPqlSqadOm6XS6Tz75ZODAgampqX5+fgaDobq6WqvVfvPNN/PnzydJUqlUpqenDx48mM1mDxkyZMaMGYmJiVqttn+vC+lHMKWCECKRqDcgERwczGKxDhw40NjYuGPHjuTk5FOnTnl7e69Zs+app57SaDR/+9vfJk6cKJPJdu7cyWKx5s6de+HChXfeeSchIWHq1Kk7d+48cuRIXl4eBk4R5GGHJMmQkBBwO7y8vPz9/VtaWg4dOhQaGtrc3Ozr63v9+nWdTnfjxo1HHnlk/fr1YrF4wYIFhw8fXr16dUpKSnh4+BdffOHxeGbNmqVWq999910fHx9si/01g22xyP8XokPrmt1u53A4VqsViszZbDb8lSRJLy8vmNnm5eVFEAR0x0Hzm8VigYFtLpfL4XAIBAKsGH3YwbZYpLfBFTre3W43SZLQaUJRFIvFAuPA4XD4fL7VaqVpmsPheDwes9kM5sLpdHo8nl4rweFwesXEkIeXn2wc7snhQBAEQRAE+W/AGg4EQRAEQfocdDgQBEEQBOlz0OFAEARBEKTPQYcDQRAEQZA+Bx0OBEEQBEH6HHQ4EARBEATpc9DhQBAEQRCkz0GHA0EQBEGQPgcdDgRBEARB+hx0OBAEQRAE6XPQ4UAQBEEQpM9BhwNBEARBkD4HHQ4EQRAEQfocdDgQBEEQBOlz0OFAEARBEKTPQYcDQRAEQZA+Bx0OBEEQBEH6HHQ4EARBEATpc9DhQBAEQRCkz0GHA0EQBEGQPgcdDgRBEARB+hx0OBAEQRAE6XPQ4UAQBEEQpM9BhwNBEARBkD4HHQ4EQRAEQfocdDgQBEEQBOlz0OFAEARBEKTPQYcDQRAEQZA+Bx0OBEEQBEH6HHQ4EARBEATpc9DhQBAEQRCkz0GHA0EQBEGQPuf/AIwqIVng5MGQAAAAAElFTkSuQmCC", + "text/plain": [ + "" + ] + }, + "execution_count": 236, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "draw_text_on_image(\n", + " print_matches([top_matches[0]], figsize=(10, 7)),\n", + " [330, 335],\n", + " f\"cosine similarity - {round(top_matches[0]['cosine_similarity_score'], 4)}\",\n", + " label_text_size=30,\n", + " label_fill_color='black',\n", + " label_text_color='white',\n", + " label_rotate_angle = 90,\n", + " label_text_padding = 2\n", + ")\n", + " " ] }, { @@ -332,6 +755,183 @@ "examples = [f'./demo-examples/{filename}' for filename in os.listdir('./demo-examples/')]\n", "app(model_path=model_path, config_path=config_path, examples=examples, debug=True)" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "from PIL import Image\n", + "import layoutparser as lp\n", + "from utils.get_features import get_features\n", + "\n", + "documents = os.listdir('./data/local-data/raw/RVL-CDIP-invoice')\n", + "# model_path = './model/trained_model/model_final.pth'\n", + "# config_path = './model/trained_model/config.yaml'\n", + "model_path = '../detectron2-layout-parser/model_final.pth'\n", + "config_path = '../detectron2-layout-parser/config.yaml'\n", + "label_map = {0: 'Caption', 1: 'Footnote', 2: 'Formula', 3: 'List-item', \n", + " 4: 'Page-footer', 5: 'Page-header', 6: 'Picture', \n", + " 7: 'Section-header', 8: 'Table', 9: 'Text', 10: 'Title'}\n", + "model = lp.Detectron2LayoutModel(\n", + " config_path=config_path,\n", + " model_path=model_path,\n", + " label_map=label_map)\n", + "\n", + "for document in documents[0:1]:\n", + " features = get_features(\n", + " image=Image.open(f'./data/local-data/raw/RVL-CDIP-invoice/{document}'),\n", + " model=model,\n", + " label_names=list(label_map.values()),\n", + " width_parts=100,\n", + " height_parts=100)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "all([column in vectors_df.columns for column in features.keys()])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "list(features.keys())" + ] + }, + { + "cell_type": "code", + "execution_count": 192, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "execution_count": 192, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from utils.visualize_bboxes_on_image import visualize_bboxes_on_image\n", + "\n", + "image = Image.open('/Users/charleskabue/document-similarity-search/detectron2-layout-parser/example.3.jpg')\n", + "visualize_bboxes_on_image_kwargs = {\n", + " 'label_text_color': 'white',\n", + " 'label_fill_color': 'black',\n", + " 'label_text_size': 12,\n", + " 'label_text_padding': 3,\n", + " 'label_rectangle_left_margin': 0,\n", + " 'label_rectangle_top_margin': 0,\n", + " 'bbox_outline_color': '#acc2d9', # alpha runs from 0 to 255\n", + " 'bbox_fill_color': (0, 0, 0, 50), # alpha runs from 0 to 255\n", + "}\n", + "visualize_bboxes_on_image(\n", + " image,\n", + " [[100, 100, 500, 500], [600, 600, 900, 900]],\n", + " ['Invoice Number', 'Invoice Number 2'],\n", + " **visualize_bboxes_on_image_kwargs\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 191, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "execution_count": 191, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "draw_text_on_image(\n", + " Image.new(\"RGB\", (700, 700), 'white'),\n", + " [100, 100],\n", + " 'here is text',\n", + " label_text_size=40,\n", + " label_fill_color='blue',\n", + " label_text_color = 'white',\n", + " label_text_padding = 100)" + ] + }, + { + "cell_type": "code", + "execution_count": 175, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "execution_count": 175, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "draw_text_on_image(\n", + " Image.new(\"RGB\", (700, 700), 'white'),\n", + " [100, 100],\n", + " 'here is text',\n", + " label_text_size=40,\n", + " label_fill_color='blue',\n", + " label_text_color = 'white',\n", + " label_text_padding = 100)" + ] + }, + { + "cell_type": "code", + "execution_count": 173, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "execution_count": 173, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from utils.visualize_bboxes_on_image import draw_text_on_image\n", + "\n", + "draw_text_on_image(\n", + " Image.new(\"RGB\", (700, 700), 'white'),\n", + " [100, 100],\n", + " 'here is text',\n", + " label_text_size=40,\n", + " label_fill_color=('blue', 50),\n", + " label_text_color = 'white',\n", + " label_text_padding = 100,\n", + " label_rotate_angle = 90)" + ] } ], "metadata": {