{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"# Downloading the dataset\n","metadata":{"id":"WDZdeZInf1Br"}},{"cell_type":"code","source":"# using the kaggle API to download the dataset\n\n!pip install kaggle   # '!' sign is used to install command line stuff","metadata":{"id":"bnVAVjB2f1Bu","outputId":"7e7cf360-8333-40b2-e07c-0a0eb08c59dc","execution":{"iopub.status.busy":"2023-01-14T07:41:26.107640Z","iopub.execute_input":"2023-01-14T07:41:26.108972Z","iopub.status.idle":"2023-01-14T07:41:39.183398Z","shell.execute_reply.started":"2023-01-14T07:41:26.108859Z","shell.execute_reply":"2023-01-14T07:41:39.182067Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"!ls","metadata":{"id":"ISaa9SJIwO-k","outputId":"91ef4cd6-4242-4e1a-d32d-040fa369081f","execution":{"iopub.status.busy":"2023-01-14T07:41:39.186412Z","iopub.execute_input":"2023-01-14T07:41:39.186869Z","iopub.status.idle":"2023-01-14T07:41:40.289867Z","shell.execute_reply.started":"2023-01-14T07:41:39.186826Z","shell.execute_reply":"2023-01-14T07:41:40.288531Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# setting up an environemnt variable\n\nimport os\n#os.environ['KAGGLE_CONFIG_DIR'] = '.'","metadata":{"id":"0cXzOfcswWbc","execution":{"iopub.status.busy":"2023-01-14T07:41:40.291545Z","iopub.execute_input":"2023-01-14T07:41:40.291990Z","iopub.status.idle":"2023-01-14T07:41:40.299752Z","shell.execute_reply.started":"2023-01-14T07:41:40.291946Z","shell.execute_reply":"2023-01-14T07:41:40.298241Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# importing the quora dataset through kaggle API\n# downloading the train.csv\n#!kaggle competitions download -c quora-insincere-questions-classification -f train.csv -p data","metadata":{"id":"3NULOFKewqqL","outputId":"64681881-738f-45dd-d374-89e93b846cc5","execution":{"iopub.status.busy":"2023-01-14T07:41:40.302245Z","iopub.execute_input":"2023-01-14T07:41:40.302859Z","iopub.status.idle":"2023-01-14T07:41:40.311658Z","shell.execute_reply.started":"2023-01-14T07:41:40.302804Z","shell.execute_reply":"2023-01-14T07:41:40.310397Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# downloading the test.csv\n#!kaggle competitions download -c quora-insincere-questions-classification -f test.csv -p data","metadata":{"id":"6-_4gyk5xNGu","outputId":"46e8485d-a054-4f19-a061-74b23e1a7a50","execution":{"iopub.status.busy":"2023-01-14T07:41:40.315010Z","iopub.execute_input":"2023-01-14T07:41:40.315617Z","iopub.status.idle":"2023-01-14T07:41:40.326152Z","shell.execute_reply.started":"2023-01-14T07:41:40.315582Z","shell.execute_reply":"2023-01-14T07:41:40.324854Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# downloading the sample_submission.csv\n#!kaggle competitions download -c quora-insincere-questions-classification -f sample_submission.csv -p data","metadata":{"id":"7tkvuQN_xbtH","outputId":"69c2fdfe-cdb0-4a6c-c846-4df9678c95ed","execution":{"iopub.status.busy":"2023-01-14T07:41:40.328658Z","iopub.execute_input":"2023-01-14T07:41:40.330041Z","iopub.status.idle":"2023-01-14T07:41:40.338761Z","shell.execute_reply.started":"2023-01-14T07:41:40.329992Z","shell.execute_reply":"2023-01-14T07:41:40.337465Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# Exploring the data using pandas","metadata":{"id":"K_jOBvA8xowm"}},{"cell_type":"code","source":"data_dir = '/kaggle/input/quora-insincere-questions-classification'\ntrain_fname = data_dir + '/train.csv'\ntest_fname =  data_dir + '/test.csv'\nsample_fname = data_dir + '/sample_submission.csv'","metadata":{"id":"o2ag90iExumK","execution":{"iopub.status.busy":"2023-01-14T07:41:40.341336Z","iopub.execute_input":"2023-01-14T07:41:40.342387Z","iopub.status.idle":"2023-01-14T07:41:40.349766Z","shell.execute_reply.started":"2023-01-14T07:41:40.342341Z","shell.execute_reply":"2023-01-14T07:41:40.348773Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"import pandas as pd","metadata":{"id":"A83wLfN_x8KX","execution":{"iopub.status.busy":"2023-01-14T07:41:40.351233Z","iopub.execute_input":"2023-01-14T07:41:40.352780Z","iopub.status.idle":"2023-01-14T07:41:40.362378Z","shell.execute_reply.started":"2023-01-14T07:41:40.352722Z","shell.execute_reply":"2023-01-14T07:41:40.360713Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"raw_df = pd.read_csv(train_fname)\nraw_df.head()","metadata":{"id":"H971MudkyBYL","outputId":"c7dd616c-898d-4143-a2b9-2d8ab2b6308b","execution":{"iopub.status.busy":"2023-01-14T07:41:40.364337Z","iopub.execute_input":"2023-01-14T07:41:40.364801Z","iopub.status.idle":"2023-01-14T07:41:45.351143Z","shell.execute_reply.started":"2023-01-14T07:41:40.364765Z","shell.execute_reply":"2023-01-14T07:41:45.349369Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"len(raw_df) # no. of rows in the dataset","metadata":{"id":"_SWTY3nSyRYy","outputId":"b0e40599-42a7-4154-d093-75486f097d48","execution":{"iopub.status.busy":"2023-01-14T07:41:45.353416Z","iopub.execute_input":"2023-01-14T07:41:45.353879Z","iopub.status.idle":"2023-01-14T07:41:45.363065Z","shell.execute_reply.started":"2023-01-14T07:41:45.353842Z","shell.execute_reply":"2023-01-14T07:41:45.361658Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# 0 represents sincere data ques\n# 1 represents insencere data ques\n\nsincere_df = raw_df[raw_df.target == 0]\nprint(sincere_df.question_text.values[:10])  # sincere questions \nprint()\ninsincere_df = raw_df[raw_df.target == 1]\nprint(insincere_df.question_text.values[:10]) # insincere questions","metadata":{"id":"aOLyTsrfyX1G","outputId":"0f47dba3-d423-47f4-b2a1-a025d55cd1d2","execution":{"iopub.status.busy":"2023-01-14T07:41:45.364975Z","iopub.execute_input":"2023-01-14T07:41:45.365349Z","iopub.status.idle":"2023-01-14T07:41:45.529756Z","shell.execute_reply.started":"2023-01-14T07:41:45.365319Z","shell.execute_reply":"2023-01-14T07:41:45.528302Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# distribution of sincere and unsincere questions\n\nraw_df.target.value_counts()","metadata":{"id":"cvn7Eq4812s7","outputId":"915c8bbf-5828-4b2e-e2ce-1c4493c8547a","execution":{"iopub.status.busy":"2023-01-14T07:41:45.531228Z","iopub.execute_input":"2023-01-14T07:41:45.531649Z","iopub.status.idle":"2023-01-14T07:41:45.557376Z","shell.execute_reply.started":"2023-01-14T07:41:45.531601Z","shell.execute_reply":"2023-01-14T07:41:45.555958Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"test_df = pd.read_csv(test_fname)\ntest_df.head()","metadata":{"id":"VVQpKzBi43Bt","outputId":"9168fb34-fecd-418e-996d-100e9df0053e","execution":{"iopub.status.busy":"2023-01-14T07:41:45.559313Z","iopub.execute_input":"2023-01-14T07:41:45.559849Z","iopub.status.idle":"2023-01-14T07:41:47.119320Z","shell.execute_reply.started":"2023-01-14T07:41:45.559804Z","shell.execute_reply":"2023-01-14T07:41:47.117982Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"sub_df = pd.read_csv(sample_fname)\nsub_df ","metadata":{"id":"o0UkemIo5Tiz","outputId":"17ad5a37-bcf5-40a3-91cd-3cbebb1fa49f","execution":{"iopub.status.busy":"2023-01-14T07:41:47.125975Z","iopub.execute_input":"2023-01-14T07:41:47.126418Z","iopub.status.idle":"2023-01-14T07:41:47.591423Z","shell.execute_reply.started":"2023-01-14T07:41:47.126385Z","shell.execute_reply":"2023-01-14T07:41:47.589738Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Creating a working sample\n👉 as working with 1306122 rows can be difficult we will create a sample of this dataset to work with collab","metadata":{"id":"WUaeqZNWHiJf"}},{"cell_type":"code","source":"sample_size = 100_000","metadata":{"id":"7M80YfanH3nL","execution":{"iopub.status.busy":"2023-01-14T07:41:47.596072Z","iopub.execute_input":"2023-01-14T07:41:47.597621Z","iopub.status.idle":"2023-01-14T07:41:47.606710Z","shell.execute_reply.started":"2023-01-14T07:41:47.597556Z","shell.execute_reply":"2023-01-14T07:41:47.605023Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":" sample_df = raw_df.sample(sample_size,random_state = 42)\n sample_df.head()","metadata":{"id":"zx_DZFFmHxzu","outputId":"a6aabb55-21c0-4c33-ecca-42f750f1715c","execution":{"iopub.status.busy":"2023-01-14T07:41:47.608920Z","iopub.execute_input":"2023-01-14T07:41:47.610221Z","iopub.status.idle":"2023-01-14T07:41:47.767300Z","shell.execute_reply.started":"2023-01-14T07:41:47.610147Z","shell.execute_reply":"2023-01-14T07:41:47.766051Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"#Text Preprocessing Techniques","metadata":{"id":"k-LXkWLhJQuf"}},{"cell_type":"markdown","source":"1. Understanding bag of words model\n2. tokenization\n3. stop words removal\n4. stemming","metadata":{"id":"_jh3h8MCLd3e"}},{"cell_type":"code","source":"# toeknization - splitting a document\n\nimport nltk \nfrom nltk.tokenize import word_tokenize\nnltk.download('punkt')","metadata":{"id":"bUDhi2JYLc0P","outputId":"cc9923ff-fd01-4b1d-9be5-ba5a091ef58a","execution":{"iopub.status.busy":"2023-01-14T07:41:47.769418Z","iopub.execute_input":"2023-01-14T07:41:47.769960Z","iopub.status.idle":"2023-01-14T07:41:49.218597Z","shell.execute_reply.started":"2023-01-14T07:41:47.769877Z","shell.execute_reply":"2023-01-14T07:41:49.217191Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"example = 'i love you, with my whole heart !'\ntokenizedExample = word_tokenize(example)\ntokenizedExample","metadata":{"id":"caMftJLaIdBm","outputId":"9e1ccaee-2746-40c5-b30b-28cd00321cd0","execution":{"iopub.status.busy":"2023-01-14T07:41:49.219729Z","iopub.execute_input":"2023-01-14T07:41:49.220039Z","iopub.status.idle":"2023-01-14T07:41:49.238096Z","shell.execute_reply.started":"2023-01-14T07:41:49.220012Z","shell.execute_reply":"2023-01-14T07:41:49.236963Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# stopwords removal \n\nimport nltk\nnltk.download('stopwords')\nfrom nltk.corpus import stopwords\n\nenglish_stopwords = stopwords.words('english')\nenglish_stopwords","metadata":{"id":"I9QXYwROfxme","outputId":"3fe337fa-98f0-4a08-e7c4-831413a73574","execution":{"iopub.status.busy":"2023-01-14T07:41:49.239933Z","iopub.execute_input":"2023-01-14T07:41:49.240283Z","iopub.status.idle":"2023-01-14T07:41:49.257815Z","shell.execute_reply.started":"2023-01-14T07:41:49.240246Z","shell.execute_reply":"2023-01-14T07:41:49.256982Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"def remove_Stopwords(tokens):\n  return [word for word in tokens if word.lower() not in english_stopwords]\n\nremove_Stopwords(tokenizedExample)  # we are creating bag of words, we dont reely care about the order of the words \n# or if the sentence starts to lose the meaning","metadata":{"id":"udHGrFGRx4Mf","outputId":"7a24abe4-6fc0-40f6-c0b7-937f11f23f7e","execution":{"iopub.status.busy":"2023-01-14T07:41:49.259039Z","iopub.execute_input":"2023-01-14T07:41:49.259723Z","iopub.status.idle":"2023-01-14T07:41:49.269158Z","shell.execute_reply.started":"2023-01-14T07:41:49.259688Z","shell.execute_reply":"2023-01-14T07:41:49.267766Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# stemming : finding the root word of a perticular word\n\nfrom nltk.stem import PorterStemmer\nfrom nltk.tokenize import word_tokenize\n  \nps = PorterStemmer()\n\nfor w in word_tokenize(raw_df.question_text.values[0]):\n    print(w, \" : \", ps.stem(w))\n","metadata":{"id":"azLTAjOR0jhJ","outputId":"9114f6dd-9e10-4fdd-db79-d8e3a51d6c6e","execution":{"iopub.status.busy":"2023-01-14T07:41:49.270504Z","iopub.execute_input":"2023-01-14T07:41:49.271035Z","iopub.status.idle":"2023-01-14T07:41:49.284989Z","shell.execute_reply.started":"2023-01-14T07:41:49.270978Z","shell.execute_reply":"2023-01-14T07:41:49.283617Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# lemmatization - similiar to stemming but brings out context to the word\n\nfrom nltk.stem import WordNetLemmatizer\nimport nltk\nnltk.download('wordnet')\nimport nltk\nnltk.download('omw-1.4')\n\nlemmatizer = WordNetLemmatizer()\nfor w in word_tokenize(raw_df.question_text.values[4]):\n    print(w, \" : \", lemmatizer.lemmatize(w))\n\n","metadata":{"id":"EE-E21Tm3oh4","outputId":"fa6b6810-cff1-4b84-8439-74eadf2518bb","execution":{"iopub.status.busy":"2023-01-14T07:41:49.286765Z","iopub.execute_input":"2023-01-14T07:41:49.287098Z","iopub.status.idle":"2023-01-14T07:41:51.473110Z","shell.execute_reply.started":"2023-01-14T07:41:49.287068Z","shell.execute_reply":"2023-01-14T07:41:51.471669Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"#Bag of Words Intuition\n- Create a list of all the words across all the text documents\n- You convert each document into vector counts of each word\n\nLimitations:\n\nThere may be too many words in the dataset\nSome words may occur too frequently\nSome words may occur very rarely or only once\nA single word may have many forms (go, gone, going or bird vs. birds)","metadata":{"id":"MktyfJLQ6EVU"}},{"cell_type":"code","source":"# we will implement BOW now\n\n# before working on whole 10000 rows, let's make a 5 row dataframe and work on that \nsmall_df = sample_df[:5]\nsmall_df","metadata":{"id":"IAWAwtnP5nQi","outputId":"41fa178c-8d9b-4a7b-f3a9-85947cd3425c","execution":{"iopub.status.busy":"2023-01-14T07:41:51.474635Z","iopub.execute_input":"2023-01-14T07:41:51.475260Z","iopub.status.idle":"2023-01-14T07:41:51.487511Z","shell.execute_reply.started":"2023-01-14T07:41:51.475204Z","shell.execute_reply":"2023-01-14T07:41:51.486451Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"![image.png](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABGwAAAH5CAYAAADUY6gLAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAAHYcAAB2HAY/l8WUAAP+lSURBVHhe7L0HYB3Hde/9R+8EQAAECPbemyhKokQVSqS6ZdlO3O30vOS9vJZXkle+78ur6eWl+bkkju3EkR1blm31SrH33jsJkiDRe724+M7/zA7u4vICBEiAYjk/abC7s7MzZ87MLvecOzOb1NnZ2YshkpSUpNve3tgl4f2h4vO5Ea6nXI+Vf+Plk7AMifIcSMYbKf9G6h0mOTlZtzeSH69lYH1GSqeJGM28DcMwDMMwDMMwjFuTpK6urmFZrDQew0bu9Ri8I2WAXq+xPRLlX2/Z5E6oP/HlD5TfQPINlD5RfHweN6p3Xu/L8cfXi792oPqMFKOdv2EYhmEYhmEYhnHrkdTd3X39FmuI4Ri+I2WA3oix7RmuLCNR5kCMpizMm2Gk5fd5DleWRMTL6Pej0age3wgDlXmjeBkT1X+0yjQMwzAMwzAMwzDufNy8EOOuYDhOlaEyknl654x3gPhwK3Ory2cYhmEYhmEYhmHcnozYCBvDGCp+/Zh4RmIkzUAMVCYZzXJHgsFkNwzDMAzDMAzDMO5Mknp6esxhY9xUOFXITyXyx35/tEas+DIJy7gZZRqGYRiGYRiGYRjG9ZIUjUbNWjVuKt5xEs9oOk4+ijINwzAMwzAMwzAM43pJEoPVLFbDMAzDMAzDMAzDMIxbCFscwzAMwzAMwzAMwzAM4xbDHDaGYRiGYRiGYRiGYRi3GOawMQzDMAzDMAzDMAzDuMUwh41hGIZhGIZhGIZhGMYthjlsDMMwDMMwDMMwDMMwbjHMYWMYhmEYhmEYhmEYhnGLYQ4bwzAMwzAMwzAMwzCMWwxz2Bi3EL3B1jAMwzAMwzAMwzDubm5zh81HbeDfaPlDvf5a6e4kRwfrcqvW507Ss2EYhmEYhmEYhnErcxMcNt4AH21DPL6cXv3P7Q+X/vmMJNfOcXTKHVmuX7NXcyvX0zAMwzAMwzAMwzA+GpJ6hWB/hPHZxmefnNhGTwq2Q6VfHnKQ1D9THjG4bJP6ttci7IqIpZY9jQpd76OGib+GOWluoYh4N4iTWlMlgOkGOzcUkoackjC1S8+tK5sy6p7PSA5Cu9eAKRl4UVzq4NDnNRAuWTjVQKVeK6f+uNQD5dWfoaUyDMMwDMMwDMMwjKEzyg4bhmiwpVnLAT2j4bBhGRJCeQQxGpUkZTrHwrULoSuiFxFNGUtPmV1MH7IbrtlQYXp/TYqPIBLhymZEVM9T7j59XVVIKPKq84NJ5uNd4BHDtXCpo5LW/8drKSH/E3wmkjCm92vRE2wlZa/m0h9GyyaRfIxj/u4qlujxpcaX7nPyVw6EO+9SJpApDuY0WG6GYRiGYRiGYRiGcT1c2yIdaWgJD5OEPqWrrGSmoeFOJwAdC9Hgb8x9MTycyT4gw89QGewyN2qFgamuJflAboKhCcZUPgwdp19q1YWrc+mfX/9zifH1TEDocr97dWof69o9ljJRuDb9Uw/tGsMwDMMwDMMwDMMYaW6CwyZJ7F4pRkNiJ8MA0YMTs6pj9Dl2YieGa3K7cThUS0woLYrVcId9cBbWYKLT0RTvbBooPVNF5U/MGaExbht3EbPsl23feUb6EwOVFIsPZzEQsbJ83gyUy4fAUaLKCKcJh/5ofldFx0UEh+FauCh3MUf7MPTpSANl8Y6bcDz3Hf30lhA/uob/xa7z9L/+mpkZhmEYhmEYhmEYxnVxcxw2Wkx/J0gfA/kVArzD45ozt3jeh4ChTIFKhE6h6nMwuTzUfJfdsHOJuwPUKiFeNKbX6VBq8LvI2B7P+hy982GoBAWMEGGdOweGkzJZ5EpGREK3HHPEjT9P3FFMdn8coi/K61joc/YExF0SgyciGpJC5TviWyIuz0G4un9dfW0siT93dZpEXJW1wLj4YBiGYRiGYRiGYRie0V/DJuT08PQGCwT7WD0KpEhKShLjtRc9PT0aotGoblNSUpCamqqBaUhvlOm5Jzu9NOIZIRuNTJYjt84KI1PoHEgAax9kFyOQRQtIpiMiCRH52yu50NGiTpp+QkvJ3L0qIyHIn6d9WSqJCs8d/pH85ZAOoRQ9zxK7JF4ikSohTUKMq2Vm7oTp+50YEJbgdHM1jHXyeu1RNsZEpP4swzlMSC8yJCZd0rJWvUiWdH7ki3OYMXitOWLtRlgZpicSyXx4zldJUFkkjpOwIHqhDCwjyj4STUZPr7RLciqSJaRoMT4/DyPDmYYyD9C69glF3bhJX3TcaZ+UWOpdr5U6so1cPrERWVe3i8PHu+uJ5K77PrHLJzmmIsMwDMMwDMMwDOMuZ3QdNrTM1WHjLFFvo/aqgR4YvUwje3R49EpaOmcaGxtRWVmJmpoatLW1SXwvMjIzMbawEBMnTkJBQb4ea3bMlEXQYaNOGyHZjV9RJ4qcTEriosOBDFrdmKHMQxrk/QxtvS4gqUcM9x75L0WiXb78m8I0gedBjXvNNpaJN/6jcoK7ycGxKFz+yE5PRPSQJOeT0NLaiub2HowpzENmWoqk7UGqBCcISxvYYePq48pw6bnDwP2BCBwQfXqI4btDTH63Vk2yehN6kNzbLec4soUOpR5RQQ6aOlLQ1NaO9LRU5OemI1NEdtOJqHfRm/aBlFieUjXuSbMEsEynS+0rTjiXSIjIflIypaXbzDlseqNdqKmuwamzV1DX1IWSklJMmzYNxfm57iLNgASZSL00Sz1ku/vzjAvSCD6eqVkiZWf/icERPQwcYcR2TZNUqZqOlzIrn50/dvuiEe0LTMfyea3LNyoH7B/stown/jrDMAzDMAzDMAzj7mR0HTa0zNVgdoYpC4rIIR02qWJ0cwyMppETkZ4kNDS24MzZc9i0aSM2b96Mw4cPo6GhAWlpacjNzcXUqVOx8sEHJTyEpUuXID8/P8iZSCa9XRIkz2SOSklCTzQqhm+yGMN0ejgLWI1m7lMO59FBUvLVDhvVinqDxDhPioikaRLNfFxt6L5R2cXK7pUye5hvcrJeR6OcBrhe3dOjx6nq8JCY3sBb0RNFe1sHLly6gvWbt6OtK4Inn3sWE0vHIj21F2laNgOdNWHhgjqwCixDCmT5zqHCdLzGp/d5kHAc/1K+IK7PSxDaZQFCJOLGFqWlsv7yX08rUlPYrp0iSCdq67qxYdcpHDt9HnNnz8LDDyzF2JwMRNkWoik6NJhnb2+KyOj0R7VJ0yDVNZMcsFC2m9RBy5dIOVR1y3G3nE9OobTMs1v7TXdHC95/53380Z//DfYdOoMVDzyC//Tbv4VV9y1kBlcjOmIOrlrUmQt6TMeJlMN9dzuwppSRka61NYEmknykbj3RCFKk36Ql03Ho6ihNrSN8vH+HXVHrJ0QiUcmvR9vJ6zZFEmsaIVCN6oWngySGYRiGYRiGYRjGXUrK7wjB/sijxq/uuE0S14FxE2ZodHMtFDcdpgdNTU14/4P1+MY3voHvfOc72Llzp4606ejoQGtrK2qqq3Hs2DEcPHQIR44eRVpGFqZMm4asjIzAJpZ8xIjWA7V26TThqA5awmHr1zk5ksXYlgQ6yoW7/ZDjHg7WoWNEnSEcn5OmZntgi6s1nkTZtYxkTaMmvcSniPXtJKABT6eFL4AGPzOmgyCCk8dP4/9+9W/xjb/9Jmqk/qvXPI7y4gJJE3wqO5GzRvJnYJY6ckh2uHUjQZiCf7zeuR8fVErniyJykZObsom8LJt58pQElb/PGST1FblVd+hCT3srXn3tPfzRn/1fbNu5DzNnzsKyxQuRmZaOaA9H4lAmpmUxTk7dl406KNwpnnRB8qcTTdO5pC6NBBbJ8TpsCRLpbsWhAwfww1del75Rj6bWXjz99DOYMbXcZRWPlh9kxnz8seqOeTrnjZeT/UYdTIHMJBp1a+boaB+JTtV2ZhsxveQg6vGOF8WpWnXLkUrMOzUlVdKwHiyH5ck1klf4VvHxhmEYhmEYhmEYxt3LTXDY0CFDx4bb9oil2yPRyUlcD4UjJiLqlNm+fSv+4q++ip/85Kc6KmXqlCm4b/m9WLx4EWbNmoGS4hI1fC9fvoLTp06isqoa02ZOx/SpU9WhoPYtR6+kOLdKT08UnR2d6OrqAtc6oSR+dEMvh3hwyyDxPN/Z2Y3urm5weoqOlNEce9RREGVekk93d0RlUBNep2D1IBLp1TK6u/s7KNrb2iTPTk3PspzTgzpww0s6Ojuw8cPN+MM//j+ouHAKBSXlePaF5zA2LwfdIk+kq0fy7JL8KYNzCNHo7+7pFtk4hQaaP+sY6e4RGZOQkuocB45elalTdNvZ1YkeyYenkt0iLwJHfESlrs7DEOmR9qAjoTdJr2ObMGi95Lw6oaQNU7Qde0WublRduIC//Mrf4c3X3xK5UrHm8TVYMGeWjiZidZkf28LpJFnyYluLzJ0coUIHidcLET2JTnvpdJO4SCAD+wLrru0pOuniYj+SNi21W1Qp+k3ORkrWODz//ItYtWoVigqztX27RDeUvVvapivYUp+xIG3NkTtSL7Y1RdS+EdS/S/oC9cs+wXNp0q96o6J7kZHOGtcvpA26ougSOeloorMrIvKzjpTf5enqx3LYPqwu412HdfvsIkE3ceeCeMMwDMMwDMMwDOPuZZQdNv5P4LARI5TmNkMKHTa9YnBH23F43y7836/+DX7y03fEUE3BPffcg3/5L34Dv/5rv4bPfuYzWLNmDR5+eBUK8gtxqfKyGL4pGFtSgpmzZmLW7DnISE+lya3Gvq4J09yKC2dPYeeunTh86AguX7qM5uYWMZZTkZ6RpqMc3HQXJ96lS1XYs2svjh4+huaWdmTkjEFObrqkSwbXnKmqOI89u/fg0NHjaGptRXZ2FrIyM9DT3YEzZ05i7769OHnqlFrZmZlZuv7Otm3bcHD/AVTX1KiTJTsrG+npGVJgB9qbqrFn2068/PKr2Lhlm2ooK7cAWXmZiEqZrS2tOHv6NPbv3Y8rlbXIyytErpzr6ZH69XYhNTUJ9fVV2LFjK3bvPoCGhnZkZuUiJydbHQJ0EjU3N+LkyZPYt3cvjh89gsqLF9HZ2SH1z1I5uDgwnQQcQcP1ZjgyKEl0V1tfh0OHj2CvXLdv3z6cFjnaRJ7s7EykpaVLejZiD86cOIkf/egneP3tD6WOdVL1DBQXF6OjrUOnTxWVFKqTh3Xr6OhWeY8cOYb9+w9j/4FjqvPuzggypD3S09Pleo486gIXee5ob8XxY0dVh1XVVfT84OLlGuwSfZw8dVxH1+SIKjk1qwfpyC+ehNlz5mHOnFnIz0lBQ12N6G4vDh06jJMnTuDUyVM4fuI4Tp06ITo5Lnkfk3xOoLWtDYWFhW6UllSrNxpFU3MTjsk1h0XWg3L96TNn0dEp+s1MFx1noSfaLTqmgycZNfWXsV/ann2DfS5F+lVFxQVs27odp0+d1n5WMGYMUtk/vaMmgPtaJhVEZBt/3jAMwzAMwzAMw7h7GbU1bDRTOkU4hUSN8Sj4dagIF2gFv7bUiZTeNnS2NuLbf/ct/Jff+WNU17ZjwsRp+A///t/hy1/8PAqLCplLH6dOnsa69etRU1uDGbNmY8mSxZg0aQLSU/kNqF50dbTh4oWLWL/+Q6z7cAN27tqNpqZmFBQUYtLEybj//gfwwgsfx/yF85wzgfOCosBbb7yO3/uDP1Zn0MqHH8Mv/eqvYNXKe/T7TJR/w2s/xu//yZ/jwIlzWPXow/g3//ZfY8U9y9HaUo1vfesf8M3v/CO6OrvwiU/+DKZOnYKdO7aL0b5Vp3GNHVuERUuW4DOf/jQee/QRZGX24NCOjfjjP/orvPzqB2hsb5MyuFBuF7JK8vHY6kex5uFHcPrYcfz0x69i6rS5+I+/9V/w3LMPqSy6fkpPNzZs2oT/+l//G06erMCnf/ZL+Oe//uuYN2+KegAaG2vx+htv4N133seRw4fR0damizRPnzEDDz/yCJ5Y+ySmiZypqZzOw5FCHG2TgtNnzul1r7/+qjoempua1Okwe+ZMPP/8c3jiiccwY+Y0pKal4P/8yR/iD//oT1BZ1SR5kExk5+ejqKgIn/3sp/Ff/uu/Q35WLppaq7Fn915s3bID6z/ciEuXrqC2tgFj8vKxYP58rF37FJ5+Zg3KyvIlX/flp0uXKvDVr30D3/3uDzFx0jSsXvustGs1Nmz4UNqrCy8+vwY//4VnpL1r8Md//Y/YuOMsHnr0afy73/y3WDJrPHbv2orf+93/jf0Hj6gjj23NEUFc04jOQo5a4miap556Ev/P//OfMXHCVFFBN6qrruD9dRvw6utvil5Poam5WdorE7Nnz1SH4dqnKGcx8rLyJJckbNvxFv7yL7+Ojet3Y+nSFRLuwelTp7Bx44eqt1/9lV/Br0gYUzhGNRTmWnedOWwMwzAMwzAMwzDubkZthA3tUZ1WFEwJoYGrU05kyyk9qYjocVNNDd587V28+f4OSZKKNWufwxe+8HnMmDHFXRZYtvw7Jr8A06dPx5LFS7Bo4UKMKy5CGkc70JEhlviZM2fxN9/8e/zlX31VHTb1jQ1oa2tHXV0djh49gr179qKjqwdTp89CYWGeLmbMESkHd23Bd/7+H1Bx8TyyCopx/0MPYfq0SX0Om+O7t+Hvv/sSTl+8hPTsPDz6+GOYNnkyujpa8cY76/Da2x+i4vQJnL9YhS1btuCD999FbU21Lph88eIFHDl2HPUNLWL4z8aEsiKcPXoQ//T9H+Lc5RquPSxQT93ojXQjOycTc6dNRWdLKzZt3oQTJy9g/LR5eOSh5Tqyhs6v7o42vPHGu/ja176Jjs4urHjgATy59nHk5mahsb4Wb732Gv7sz/4cr77+BqqrRY6mJly8VIl9+/Zj/8HDaOkAZs+ajbEFY6Rc0WxPF6ouV+FvvvEdfO3rX8POnTvQ2NykX+hqaWnDseMncOLYSZ3qM2XKFOTnjsGbb7yNdRu2oDvSo1rilKee3k50tDUht7AAz37sKWSkpkqadfjKV76Ol3/wYyn/ABob6tHe2oi62irsP7Bf8j6J3uQ0TJxQKm0yVtojA/X1F/Dqa6/i/Q+241zFBZyvqMWWzbtQd+U8utpbsXTeXKy8dx5qqyvw7e+/gsP7jyN5TIFOiZo+YRxOnTqMv/m7b+Dc+UtoaKxHU2OjOl8aGhpRU9sgMjA0ISM7Hc8/+wSKisahruocvve9H+Av/vKv8c7bbzu91depE2ffvr3YvXcvelPSMHXqNJSMLdEanzuxA6/8+DXs3XccJ85dwoGDR7Fv7x40N9Wrg2jxoiVY/fjj6uAKwy4d7ZE7gaOVAhgXdtKYw8YwDMMwDMMwDOPuxntTRgX6IlzgqBp++ti5QHTUjW57UV9Vj9pglEZKRjHmLVyKSZOm6rFDLFl6Y7hGSEoyxhbmY1xJETIz0nS6kltLphMtjVfw3X98CV/9+jdx9mwFissm4/4HV+LJp9Zi7ROPY9qUqWhpbcF3X5I03/gWTp84KXnT2dCNzKROZGcFa7mIYL2paSq3Q84ndyNVv+MtpKYiJY1TmyhWFD38+lGGG0Fx5tQ5NDW34f777sPzzz2Ne5YvRUFRsToZ3l/3Ad7/cBMiHd2YMXM2XnjuWTyweBGy0jLVX5NbVIZlqx7G888+jaefeAyf+thzuG/JvZJrJ7bvOYLT52tknzL24Oyx49ixdS+LxIQpM/HQqhUoKy1ET6QTH77/Lr72la9h187dmDRhEtasfgKf+dmfxTNPrsWcWbNQceES/vGlH+InP31L13mRCqGtvg6vvvJTfPOb38aZM6dQVDoBDz32BJ587mN4+NG1GFswASfPnMQ/ff8VbFi/WcqJ4tGHV+Hxhx7AmDEcbSIdKSsHs5bdh0eefgbPPLcGadLUpypO4G+/+R389NU3dNrUjJkL8ezatfj4k6vxiOho/LhJOHb8EL76ta/j+z/4CVpbGlUetjN7ZgoHAPVEUXGxGjNnzMbqR57D5z/5Obzw7JP6Ce8k6RNce4ew3fg9K7bb5EkT8aUvfQ7PfuwxPP3Mw/jYC2vw6Kr7ME3ik9OzNX1qVq6OtMofk4HuzgZ88N4buuD1gYOHMWXKdKx95nk8/+In8OSzz2HazJmorqrGP/z9S3jvww3o6OSoqG5kp0bAT7CTnu4omtu7MXnyDDz3xNP4pS//Ip566mmkpqXr+TDabYP9Pq6KMAzDMAzDMAzDMO5mRtVhQ2iHuuC+C0XvhHON0DMSRUNtHWqr6IzgCJpijB07DplZzqjuIzkFXAg4KtZ42K6lwwQ9rRKacOTgHvz4xz9GXU0lcsfOwpd++Z/jD/7gj/DVr34Vf/Inf4zf/o//EfPmLEBTQxV+9MpPsH7DJrHw5Vp+nrqrUTLjAsg0wyVaComVE0FqbzdSuKCxwHrQ+aRwio0k7Oim+ykFOaUT8enPfhZ/9Ae/jz/8o9/Hf/5P/w5PrFkt55LQ2lCDU+cq1aFTNG06fumXfwm/+PM/p2uooLcdi5ffi//vd/47fuPXfh3Lli7EorkzsHThXBaCw4eO4oAEJ1UKjh05gW3b9uj+Qw/cj0VzJsl+Jxprz+GD99/Bus2bkZGShV/88i/j//zpX+Cv/vor+PrXv4F/9a9/E9n543Gl4jhef/M9VJytkOuAE4cP4fVX30TFpXPSBuPx6c99Af/7934PX/vq/8X/8//+Vzz73DOYOHEmysaPFxG4UG8v1j75OP7Tv/8NLL/3Hs0jZ0I5fvHXfhX/63f/Bz77My8iqadb8nxd8420d2HuovvwG//q3+J3f/d/4q//6o/xP//Xf8Uv/PznkV8wXuQ4jFd+/Dr27zsmObk69kaTuFSOUjZ+Cn71V34VX/nKn+G//bffxiOPPgDkZSOFfjw2lhDpTUKXNAYvmTx5En5dZPnz//Nn+Ku//Gv82Z/9KV588ROi6xLJMxkpGdmYPn8+1kjb0AFYfWE33n/3Hew7eEz73z/79X+Jv/7K/8V3/u6b+Mu//Ev84i/8AsaWlqPi5Emdknf6Ap19bUhP4sLQdHoJkR7MXXov/sNv/2f8n7/8c/yn//TbWL58ebCmkEuicF9C7MthDunihmEYhmEYhmEYhtHHKDhswtapgzEc+UCHDfedqcq9HkQ629DZ3qIxqWmpSOJXnnwW3OpwBF7tIvWwL4h53tOFaEcTThw5qIvJksUPPoZPf+5LWLliBcaXjsfMWbN1XRWuI4OkTFSeO46Dh44h2lwnqSPyf7vk5UZqIMl9pjkG3TM9bjSP4pxOJCWJXzpKRlcHnT2pWLR4qZTzWdy74n5MmjQR9y1fiMWL5zOlpmfZPT28Nh1jSopRXFQk2buyxowp1qlapcVlQFoa8gqyMG/eNGRlj0HtuWPYsGULOtrbQf/AiZPncObsBWTnlOG+pQsxbcJYyaEJl84elfiT6rRITs9EXV0Tdu7Yjffeeg8b12/GxUtXkJGZJWeTcFh0dfr0GdmPoqaqGtt37pT9bixf+Qiee/4FLFqwAGVFhVh+z2Kp06fw27/1H/Af/uO/x+NPPIrMMZJHRi8mTcjHmELnXEvJysbYcaWYPmMaivPGorm2DkcOHEZ7UwtS0/Pw/Mc/gU/9zIuYOW8WCiaMw4qH78MXP/8JPPAQRxFB2+PQQZE90iPVzxW9ZuhHv6jvhYuW4Mmnn8S0WeUoLs8HcgOHWXcPeulhU6SV+EUp7ianoaAgH+Wlk1FSPAkd0j5btu3GoaMnJN80zFz8ID7zM5/CE489JrIV4NL5Cpw8cVZzScvIxeXqOny4fiPefO8DbNqwAbWiH375iv2Vn5SvuEBHV4eL846XzBysemw1nnhqLcqnTURBSaHoOk36lVvc2fVlTanOmXgHTV/3MgzDMAzDMAzDMAzBeQtGCT+GQJ01csCg69oozgmTn5eN3Fw3xai9rRlNTQ1o72jXY4WLvEQ47cnlx0E1vJKfBteYlCR0NzfgyuWL6Gjv0LgJEydj8qTxTCBIwmgEebm5mDl9ptj1XMg4FbX1jWhrbpZ9Omr4WWw3nCM1LQ0pyfzqVGKSwQWTndr4DST9alKEXoMUlJWPx9i+hZLbkJeXjjF0bmj6ZPSmZiE1I1P25ZrOTqkvP8vN8qUOkSSdXuWIICkvCw89fC8WLl0gx3XYsX0LTh4/icrzl7Dv4Al0S53mL1yOh1euQHYBy+xAa1M1Wlvd9LKWjk688uNX8f/9v/8d/+Zf/SZ+67d+G9/5znfQ2tik04E4eai1Veof7UKHyFLdQOdVEsZNmIApU6cjIzVJRw9lZ6Zh1ar78KUvfw4vvPgxzJw7W9KxBZrQG60XuZ2zrVuiWkX/varHHrTU16OTi+UIhWXlmDpzOkrH5WnVEZX2jXZg8uQyTJxYqmnY9hcvXpY2aUdaSq40q+sTQBamTJuKnDE8Zlu66UjcZzskB6OdUpPTkZzEtiFOhmikBiePbcf/+h+/i+/+4w/Q1NKI8okT8eu//PP4pS9/HsVjx0m6qH5CvauLdUrCpcpqfP8HP1J9/avf+Jf4L7/92/jxD36I+qrLyMjO1q9EtQX9MzklVdrM9ZTU0jKUT56EvAIuIE2YH4PAvqr9dagMK7FhGIZhGIZhGIZxBzIKDhtnwPKv2xP6dohzXmhkUipKSkowbpxbxLWl7jIqL19Aa4v/8pDgr01O0lEJ/HR3pKtLP0udnCrGemoGuiMR/RqUc+L0IjcnB2O83czr3XAcNw1F0yShtb0TrW10KEiEZOxN5HTJk4vlcpyNg46UXkSDIRApcpwc7LtayL4e9yI9LQWZGcHoD/RIeREkJdNo1zEv6E1OlaL8CJ5e9FJgerGQqj6pHt0nLr+Zc2fhoZWLJY9OHD6wCzt27sGevUewe99xOR/BzFlzMHvWLNmnMyOCnq5OHWVCsnPyUV4+BXPmLMDChYsxf958LFu6CKufegIrn/wEnnzycTlfCnS06wLDnT2c2sPloCU3fvZbtn5KEtepycxKR5ROEB32QodJh1S7RcqjA0X0IDrkZLc0qSPplQoluRWVwc+jp2emBc4UiaOTI5qs8WmpgZNK8mlpa9XRMJGuXkR0mpmQnomCojGyYTq5Np2SiQy9EVU7HWgkVcploPzUJ0NVxWV862//Hv/4jz9AZ1c7ikom4ed+7gv4zKeex5TyCZKG7d8p/acX7Z2sVy8yc/IwfcZ0LF26VMISLF28BPcuuwdrn3waq595Do899pj2WfaE7l5pU+nDJDMrE5nZmYx2UEwJrIXWxDWpQrmDLtRHbIZU3AnDMAzDMAzDMAzjroRm5SgixmefIep3WSStWhq66SgsGYey8nI13oFW7Nm9HQcO7kV3d7e7gJ+eDhZu7ejowOlTZ7Fv30FcqryiXzFCrxjpaRnIHpMveThrubOpAR3B6A4tLzUDEbGIG+prgYiLz8zOQmomp/NkBo4Upwp+gamrrTUYtyH0RNEs5XZSHiGpNwpdO0dISU4WEWl9c5RMVBcmzvAOCESQIsd0LKmjQeDoIuf4YcX0KKg3p83QAZXG3CS4PNJyivHwg0tQXDoWLbWX8Pabb+PNdz7AMdFBZnYZVjxwP/IKOR2KzoYkpGVmISXdST6moBCf+8KX8Pt/9Pv44z/7E9n+AX739/43/td//x384e/9T/zWv/93mDd/rhTWo2WmpzsdU0f8qlKyRNIfRupra3Uq0NGTJ1BTf0XqILrg58V7O6WOrm7oiSAthc4u5pOKzIxM5IiOSWNDNRoaa9BBrxQ1mzpGKjdWymrSskiytF1BYS4ys9xUqEg3pRK5JI+8fGmrdK9XOrwkD2mHiOjMfaibte9VXbqrUtFQW49Xfvg6/umfXkVrezfGFpXg01/8En7+5z6LsqJ8ScPrKE+Ey89QAPkDlI4vxRe/9AX82Z/+Ef70T/4If/gHf4Df+/3fxx9K+IPf+z38y3/xG5g3d56kTEJnNAldrkAdmZWRkQZRQYD7KhpbU/s90wVpE+EcOIMkMAzDMAzDMAzDMO4qnJdiNBEblD6LWBBDluu20DYVyzw5Jx/zFy7G9CkTNfmRg3vx/vvv4eiRo/pZ7Hb9tHQLamtrsWvHTnzzm3+DP/3TP8Hf/s3fYNeunejp6UDO2AmYMnM2SkvdSJ2Th/Zhwwc7UVNTi1a5tqGuFsf37ZH0O+RsKzKycjBt2hTkF5XJcRaS0rIxJq9Ar71ScR4njxxCQ32jlN2KK+fO4vDxk2hqdY4erpvTG3yZqFfU5xaPdYZ/Sq8EdZ4IYoGzrjEVS4XpYFDL3MUl8ZokOoI4aqgNzfz8dHsH2rvoiGCaLixdOAdrHlym6Tdv2YgNm7Yg0tODmQuW4oEH76enAIgyjyyUlE1C4dhiTdvZ2YKoyDamSOLLi1A2oQx5ebmor7mMqotndd2gLDpUMrJRWFyEmTOny1VJOHPyKPbt3oW6Ouq+A/Wyffvt9/Hnf/HX+Iu//Cu8+977aG7h9KlkdXRwXI3S3YnO1hY0SvrurojKUVJSrF98amusxZ6dW7H7+BFp02Z0tiWjtuoSNm/egZMnTunlY8eVYNbsKTqlSP1unI8lZKSng4N23JGciNJhwxFFqYhyIeqg+GhvF6LRLtVaa9MVvPZPL+Pvvv09nL5wBTnZY7DmmRfw8RefQ1lJAZqbGyVUoVW2dDRl545BcUmR5tPeWo+2tibk56RL2mIUS59KTkvXvnThfAV6uruQqV8JS0W36DcSyJmakoqU5BSkBvJQl73BdCmOW3KphL6deAY8YRiGYRiGYRiGYdyFpPyOEOyPODRBk/Q/bsXElwgu+cLPMXOkik6NEeN3zJhCtLR34vDR42isr0Vl5SVcuXIZjY2NqK6uwZHDh7Hhww/x0ksv4Uc/+hF27NyOK5cvo7y8TKetpGeWIkkyPn78DM6dO4/Ki5dQXVWB5qYm1FZdxO7tm/Hdl76H199+W9fHWf7gavz8lz6D2fM4UiJZnRjHTp7H4WOn0FTfgI7WTqSlpOByxRn8+OXv4Y0338Tpi03qlikvn4AnHl+NaVMno6ujBes3b5ewA/zi1KLFS7Dm0QeQq86fdvR0dGHnnqN48413VQMLlq/C46uWYUxuuqRvUafU2+++h0aRKTUtB2mZGWjuaBW9daG4MB+pyQUozBM5zp/Hug07UFNfL/poQHJGAZ546kl8/vMvIitNcuZKxKl5yM3NxdGjp7Brz0HRYxXqG7guzBW0t7Zh397d+Kd/egl/9Vd/hX/63veQlZ6MlfctR3p2PqLd3ahrbsP+g0dx5dJF0VuDxPWivroWmzduwUv/9D289vob2LFnF9LSkrFs2UKUFE9ETeV5vPPBNtF7pTqOcrNzUHOlCnmZqSgbP0HXxtm5exdqa+tw+coVXLpQga62FjRWXsC7b76Lf/z+j7B1206dTvT444/hc5/9FEpKytBUV4V33n0X+w8dQHJmDh589DGsuOceZHP0Cr8KRY9OUhJOHz2Cn7y/EbU1jSicPBVPPvEIZpSPw54N7+IP//DPsGnvEbkAyC8swqKli1FcMhZnzp3AsWP7cfr4QVw4cxrj5FxW7lhcrqrH9l2it9pK1NbXoam1GTU1Vdi/Zx++9Xffwle//jW8+fY7yMvNknaeg+yMHJy7cAw/efNDVF2oQU7pZDy26mEsnTsdaezsgf8lKXDO9dKxx3jit4PgRucYhmEYhmEYhmEYdyuj5rBRc5OjaYJ9mq0M/lgX7eA0lCR+EakE5ePHi4HfhbNnz6JKjPs9e/Zg+84d2LR5M9577z289eab2LNvH3p6Ivop7PsfeADPfexjmDFjFrjY7NiiYmRmZqGi4hIuXz6N48cOYteuXfqVnw/WrcP6rTvQHenGjGmz8C//xb/Ac8+uRVqam7+SlZ2Di5eqsHPXXnR2tuLc2QocOXwAP/7JK/hw43q0dblJR109PSgqKsKTa9di+vSp6Ghrwfvrt2Dz5m1AtBOLFi7AEw+vxJjCYqlXFN3tndix6xDeepsOm17MXrICjz+6HIVciDilB+fPnMa7769DbXMrGuobcOjwQezcvh3jpIwlkldGGtNJPi3N2L5jHy5X11IKlEyZi09/5lO47975XHMZyakc5xJFcnoOMtMycbmyChUXL+LMmaPYsmUz9u7bg1df+wnWffgh2iSvkqJ8PPvMU/o1Ky6cO7awCBlZuTh+6gxqrlzAieOHcWD/fqxb9z7efe8d7Nm/G9FoD8ZPmojVjz+GVSsfxJjccrQ1V2HDxl04dPQsIh0dordz2LJxEzq7e/HAypWYPWe27HdJvQ6joboOB3bvwf79h/C+1Pmd99bhwNFjyM7OwqOPPIpf+/VfxooV9yIlOQ21VRfw9ttv4eCRY+gR+VY98STuv2eZc9jonCPpSb09OHroCF55dz0aaxuRW1aO559ei4lFOXj31ZfxjW+9rA420iayXb5yGXv27sQH772rzr9NGzZj27admDZlBpY/tBqZojtONaOT5typk9i5czvWvf8BPpS0GzdtQltbKyaUT8THX3gWSxYvEgmScPbCUbzyxvuovViHvNJJWP3wo1g0ewbc7K3AVamdnqNtehnl4uR/j/pxNMgZ7mhcKIFhGIZhGIZhGIZxVzKqI2w4yoCmp3fUKDRcOY1EP4kcGN9JvSguKsGkSZOQk5uri8/SaG1pbhEDukanRCVL+uLiYixZsBDPP/88/tmv/RqW3ysGfkq65s0vO5WXlyM/Pw8dHfz8dReaW5pR19iI7kgPxo4txPKli/BLv/jz+Njzz6JwbL4fBIHM7DG6wG4LR+TUuU99N7c0oVfkmjJ1Ip5+/jGdylRX1yJljMczzzyFKVOmoL2jDZu37sD+/Qek/F4sWbgQjz/6kHPYSO6RjggOHDqBDzds0gWRl92/EqsfewCFudlS7V5EI5068uTi5VrRSQTd7S3o6erFygfux/3L70UapztJ7TLTUnHy3GUcPHoCaelZeOzJZ/CpTzyLqRNLRE8sim4AftkqDaXFpSgZW4S2znY08StYST1oaqxHd3cEYwsL8fBDD+C//Nf/iE9+8pOSl/skd1JqKgoKxqIgbww6Ozt1ylBLazNq62vRFelGkeh9xsw5+IVf+kV87rOflXJnSllJSE9Lk7bpwonTZxDpikh923RR6NJJM/HE2idElrEoGz8e2VlZOn2Kaw41NzWjuq5B6p+CyeVTsPaJx/Grv/pLePSxx5CRnsPKoKGuEhvWf4jjJ8/oIsCrHn8SK5YuQTbVobBHRXHi5Cm8t2kHGhuaUTZ1Cl54Zi1K87Owd9smbNmxD0lp6UjTkIoO6VP11TVorG9AfW0Tqqrq0djciVUrV2HpvSul/oXIFx1Epfzm1iZ0d3RK3VoREb2NKy3Ho4+sxm/+5r/Fk1Kv9FSuzdOFisozePv9TaiqbMS4CdPw1OrHsXj2VDeli+3S1+n1VlCnDdvLOWe4defCmLPGMAzDMAzDMAzDIDfFYdMHDzgTiqvKcjoUjVM6G3SeVJIYxqVYsmSxfqFn0qTJGJOfj3ElJZg/bx7uvWc5XvjYx/D5L3wBzz73LObMnauLDNMQ1rVxJIvMzEzMnTsbixcvwMQJE5GTlYPikmIsXbYEzzzzJH7+y1/Gc889g4KxRSJHVJ0o9B8xlJWVYvr0aerwyM8vwIxZM/DgqpX41X/2S3jm6WeQmZWLzIxs3HvvCjzwwAPqPIpEulHf0CgGeiomlk/AQyvvw33LlyEjJ1cyjaCnuwctbV1oau1Edn4xnnn2aSxbtgDZ+qUjoLCwAKXjylBcMBb5BUWYPGM2nnpyLZ5asxZTJk2SOlFZUeTk5SOCNNQ2RzBl1gI8//zTWPXgcuRnpKnvq0fXBErS6WbJyamYNm0qFiyejwlTJqCgoEB1OWum5L32SfzKL/88Vj+xGimpWVpvOl74f1ZmBubMmo15c+egtHQcysaNk20ZFqqD7GP4wpec3ieNL9fruJhyWmYBysdPwDjRGXVaVj4Ji5bdh+ck/aJFC5CZloyxEr940WIpf5bsl0h7TERJyQTcd98D+PznP4df+PkvY/n99yFVnVOkB12drWhubkaPtNHCZSuw4oGHMEfahtO/tMH5R4Robm1FS1cEyB2Dxx5+EA+uWI7ivEy00EHV04NJU2dIO87F9NlzMH3mdP3608xZMzF1ymSMl7o98uBDeGLNk5gkx+kZmZgt6RYsmI9JEyYgvzAfJeNKsGTZMrz44ifxxS9+EY8+8qCuVcNOzGlrLe2taGjuRBsy8OB9K/HoyocwbUKx9sUwPKQjhv0+KSlZ9+PTGIZhGIZhGIZhGEaYpF6dqzHKhEuQ4nqD9WuiYsryFAfbcAQLj2jMcjRNVXU16uvrEYlEwIV909LSUJCfr4Hnk3QYA7N2jgrdD6rS29uNutoG1NXVo729HRlZGcjPH4MxuTnIzEh3RjP4mW1OyeK+M6hJ9eUruCJlp6anYUxBHoqLC5AuZfGrVLU19cjKykFZWRmysjPQ1dWJuvpG1NU0INLdrevOTJowDuBUK6kjHTaNze24eLkarZ1dKC0vR8m4QjH6e5AixnuqyNvT2Y3a6nrUNDShNyUdhQVjMbagUMrJ0Ppw+WFqqra+GecuXkEkGsX48jKUlYpccpYfU4pEuNhtElLpt4mIRlIYklHfWIuqK9Xo7upWRw7XmBlfVoK0zDRJKLn20HEgF0nVtfaaVxeampvQ2NQk9etGipzPE91xyllaWoo6iPh9Jad9R1NDPapra9EhdeFopfyxY5Gbk4k0yVrbRurR0d4h7dko+baiKxJFXk4OikRfBQW5bsAMnSDsF4igq70NNTV1qK1rQk9KJvKKSlFeXOQcNkxCR1a0Cw0iZ2VtPZrbO5GXm4vx48ZiTEYS6qsv42JlHXqSMpCWnilNHCwOTVmiPdou/NIXR/6UlZYiNzdP+oI2meg3ogtVX6mu0q+SZYmc+Xn5yMvLQ1ZGhpadlCR5RLk4dAcuVjXgSm0LsjPzMWX8JIzNzehbq6lvaFkQXP80Z41hGIZhGIZhGIZxbW6OwyYO54jgjtjP+olsOnFEmMCQTQmcMd6JEkavDUTmX7WF+6Wj0ydZ04Tj3TU9Wh731WXDcphGzwVp5ZhHrgRu+eUn0jcfR4n0dItx343UlDSkJHE6ki8jIvtc8UbQT0W7T3Uzf3eWde/RRZdTok6OJE3nzqsUvfwrx3JeJFbrP5mOJYl2qVgTJ5fkgu5ung8cNpQh2oNkfpM7qJK7xF3nIpkmiqiUQ11FKQej5fp+ugyShqHDhugp2VeZ1OESQuK7uTiw7CSnOIdaLNu+nT6c3ihPRDN1TiTnVOK1PbxEHTWaWv7vkWRS/xRqL9YuUR3B4j6/zs+1S+2C/XhYXgDLlkAdsADtEyS4VEWTwik/5XROJQlJUZGNbZuiorHV1T/Dgy5+NUq2QVaa10CiGIZhGIZhGIZhGEYCPhKHjfu0tbNhaQA7Yxk6ciaM2rhiKdOJ4MXkNBm5Sv/3NjDPMI2OvAk8A0zf32HjrmMcy3clyXnOp+pxThznWUhRB0HgUhKbm4Y48wlkYBI54qQYOm2YLDXZfdzaO5+S1fvBtNzy09N0s3BfTX3BuRJ0JIZc45wwrkQnMx0WTkKmZ2Cs5pJEZxBTEjoQUqU+IqFEeV+DRLgt8+KFmr2/xsP6MNo7IaRU1T/1rRsH08hGD4O8fE70K2lVA/qKkG2QNLiQcvuT/gKXQsvXI9lyISEpnJ805yex+fl3OqG0sSQRFxGOaj5u1JFoVnRI3bu82CZcd4gpXLzrD9puAa70wKEmR6y76lydZFIQt9xllGycbjhCyemGebEPssxkafeotFO3pmSM/CfJU+VQ9cIGVnhgGIZhGIZhGIZhGEOHVuhNR21ZMZJpKHM0hXe0OOcBRztEEe3htBPnSAnHOzNarpdr/GiI2LkYzvERI3zM0Sqap14jKpB8NFf54x07hAa4UxHdCWLm8xr9jyk4KiWYaiNEeZ3u0o3AUReUzV3HsjgqhI4CxmgyRjGEPB59e65IDcyeX4Li1o23oVuCehH9SAZeR7GLhXDdKUAC9JrgpOoycEj0g/LFkvWHMgW7RNOFkewCn1OAS039hoOOigkKcj4dpnNpVTUM/WTwGmSgjt213Lj24hozqaIh7vOUu1DbW/elnbgJB6YN60zQLCVprM85R5nrRyJDL4Ps6pFLwzMpUmcdMKXOGh8MwzAMwzAMwzAMY3j0M6lvFomcKTSmaRxzq8fBORI2up2TxDl4GOi04RQqP40qDNOHg49zRnQQeCz/O4cFkTIkLllHXDiY0o0KopvG/efwTqegTvRQaD4+uFEeHKGjR5IHg6ud5qpb57QJBTkVk5v7LuhpwV0puUS9nqgzlz6WmNGh/atw8Sp3UK6rh0b70/3xcZJGdwfKmuflXKKiYw4x58Di4sXOiRIk5sgaEUIDnR6aUcwhwuSBNiUqRU5zX89o4LG0nuwzJCKWVo/YXqy0L57/hQTX0/2ySkJKMvtbqpxL0bZlz3OBJftruY3lYxiGYRiGYRiGYRjD4SOZEhXGF89t/CgZ70RxToWrGSjeE87PJfXHziEgCfSIEvTlxGiJULeKpOF/DpryLr2L8X/9WA7+pQPFBfnjRojwOnU4cOpNkC+D5i17dAxJ3aUh5NjlwYRuSRWWSOcU8+G1wSgPPaJugvT618VrfsMicfpwr/Dle3iKxYSjffr4tA69IhRIeD/QsqhJXR7a7nJO9Obrxfpy+hGPYldJkDbUrSibo5x66DqRCMb1zUgS+qZkUVD5X3PRCxnPC6RMUbprezlklFaGE7G4Ng73OXqHW8Itg7p4RHRe5Vx0Pt4F306GYRiGYRiGYRiGMXScR+QjhIYwA50zHCXjp+fERryMJN6YFtS+Do777QfnBW/jE432NrjPox8+Mbd0zvjEPp4EZfBv6FQ4BfEuCuJGoDCoN0MCz3E8R8wR0Jc6PqMh4S/y5QyNftUbKMR2QlDacHCoI4ZtnuzdVrzOObp0NE4Sp04550xfzTVrlwf9MElJMXdJ33kfgnRuP0RfGr8j5UlZzjnGQFii17mn70I94hl3NhbXV6ZhGIZhGIZhGIZhDJOPfIRNmOGK4kY9DE7/PGP7fQb9gLi8o7JhMo6i8KXFSg2P9yDuyKd16dxfxhEehR0yxB/RCaLn+tXLjeBwML7/tQ65SpK4M4nOD0Q4X+4PlP/10aufTCI+T18e4X7sOKaxYLRN4Khx68MQ6paTjlKYcRAnsbLbXz8uV80pXByRSBfHPz7fMBIvCVx+zpGoFyneWROfqScc76/z1xqGYRiGYRiGYRjG8LhtHTaJnDW83sdfKy9NNcTiaNozaT8TXC3/qzNwsTH3g//rU3uz3zsTQr6HgNiVDn9lfHx/rnJOXBOfr8fnP3AZw+Vqh42Hxyw75jShxhhiEvBcvMMmGMfSt26N23iHjdO6Q/OJ14lEujhftk/g8+Kxd9jIoS5eEyvL9Sl/TZhYueE83fWGYRiGYRiGYRiGMXzuGIty9PxOXOKWC8u6pW7VERAER/9y3Tn3XzhVmLAjYaB8YjAFp+MkzsvFO2eH3x8aLC8+3Ay8fNyGu9/V5cfXRGtHp1ywP+IMogL/VasY8YnjJeodxT5pGIZhGIZhGIZh3OncEQ6bj84w9uVyGwtuYtS14eia/ikTXecdAdd2UbiRIUMrW2GW1872+tHhQ64AL1WfdP1EjZNZDp1Ti9eG3WQJ6Jc2RJBlsHH0GyHj82RIFMfg4GX9u5g/4Dac1m/7JR5hmHd8GIyRTnejjFY5Ls/wf8bIE249H24PBpb4dqjHwNIPfs4wDMMwDMO4vbmFHTY39go6lPVtbjZh0/7qqVA3SJD5sDTWp+KRFsaho4zCAnkPVRAXiNyHHsu5vjhNL11UA/c1hTsXQscz8bpQ6IdeEp4wRRLl5eMYktEr5cUcNYnSD86N9EE6IV0IIvrBSI72CY/4GYggLTMKZXZ1tj7Pq88MREzGoV/j8h9O+uHgdOK/5jYYw5f75nJ9ur1BBioqrsn84UDJR4Jw/cPheohde3W/6F8PfxSL+SiJr/NVkgUHPv6q84ZhGIZhGMZtzyg6bOJfI68daN/60P9cf+INYR77MPLE5AhLxCAlDxL642P12qtPC4mviy/xauLOSxYDpeyPL4+h/xXhHAcKQ8U7bfznxt3f2NY7Yni+n7NG9xjYRTklzE8Li6Ug/sifCQei2375hgmnjg/9cf2LsgyejnFM91GtX9OvfQY48HuxmOtnYCM6vhQfSGLdDZzXdRJfbEA/I3ikyxxBbmXZhsOtUY/+MvCIwbn4iI8Jh1FikCL6TonOYvtu63H7fWf1yNcjnM4wDMMwDMO4/RnFRYfDL5SJDNvBia0X4o3kGEN1zAxWNc1hGDXXpHJR/9okyoBnffwwClB4bSz3G+GqUSYJYSIfWK7TtcbIYaI8fPzISEl8+WQ4uV6PBAkqpDA+yE82A6WKEU5xtRwj4TiM9d1wXoxzIRbLPRdiZ4OW1DwkaEMyME2yGHbhq31esTQMQ6mDGpUSnDMrPr3Pz+fJLfHpXDme4T+GWGawq/B6jq5xe8n6NTHGB4TSDr+s6+d6+8Lguh0lqJZERXl1yTnuxqt1MOkG0vW16nS918UTy8f/e+Ik7ouVQ+6nSLrkcM36nLOjQLhqcUXwlIY+uRPJ4GTlGabi/RwVvXCfUqdKMAzDMAzDMO4M+H532+CNl4Fe5kcLLS3huzsj4wPx2+EQvn4EGFJWvsy4sv1u/Olw/IjBzMLG0bXadjTafrgVYnofRoe+WrKv80D7fOh3dH+o57ggMnfcYRAZ/PVxsW14z+2Hjdnh4Q1olh8fhspw0sZIdI1rE/43GMM1+j8qBtMtw0jC3HSwmzvsh8YH58LnvRZ9fPz5kSJc3+HUv3+acOXcjeOmzoXScNeHm0yiouOki4POyR4JTOXrI6mHoBfDMAzDMAzj9uEmOGz8a/31ELs2kfFyM9BSQlW4kdrcmrBGV9dqoHqOXv3vPM2OBDoCRvp67PPmXlP8y9uXPVSCfkKd6dwv74rs9NLBqbH+N3l3pY8NenhA2HF247h7ND4/HrtyRv4+ds4a9z03PZRA3bhDz816dtxuJNIK48LB4fuZi7n6/MgznL6SMG2v7xvBIe8n9g35P9ZFtMOEwigxQBFhiekgC6fR3X6yEl4RREp9YvGGYRiGYRjGncJNcNhcL86g072Qs+ZmoqXdFW/Bag643Y+ca8lxVzSIq2Vfdw+cNUGH9I6XvgRy6IxnMdrkHlH7LYSbBkWHjbvdeT6Z6foZeX4vFjOyMN/Rypv4/EezjDsfdh0fPP2PvaOmV//rn9LhY0fyeX1DecmlrlcEk55CNwjjg7tCzjmnZuz+uvlQsoFq6nt3/P1NtB4S/9FJbhiGYRiGYYwGt7DDxpHoRZ0OnNGa1sDyNPC1OdGbcR99r896dLPxct6KUKzrEy2s02uFwfEyhOXoa9twZDzXJXd/RqxdmE8oLy7MzC9Xufoz3o2q0V0JzlnjzM1Y143TFUcaBPn6tC4N89bo4DjGNXU2KP465snHTZw8I4iTn+UNLutwnh1DrfdAOvLx4XAthpJmNPBaiS89rC3uu2Opi25dq/pA0X0YSZKTr++fqpi8gdQiVw9l00M34oZB5dUD+aPnRo6htHs4Df/2pU5wWXCHu4MAXdSd11+jHMMwDMMwDOP24vregm8CYaPKv8h6R82IOmsSvuBK3CBF3DrvxGFB+gt1y4h4kxmyzaKG2QCNHLp+qHr0fbLP6BqBThI24lyHlNDnsCFyTk/7c9y/GmbBU7Hq8shPsWJk8BhguugAmQyB/vKODEPKk6d9uApXadVBKJ8bfYYM9ByKl3U09EFG9BkoMDcfEuHGnbhwLcIpRkJOr+twXonypW4YrllmIKDkGEsbxA3WXCPdltcDJdBHgMjO4CS6Rn0NwzAMwzCM25Zb1mHDl9Dk5JS+F+qb9bKclCIv8RKCV2ONu4qbI0qAl2MgeQZ4WR8xGQcqe6B4kUhEupbN9FHB/nQtg07PXl2tQfHGYjzx8QOlS4T+aB4oU6czyTaZ8uvZcB24z3SSRu6Zvqg4tNggqZKcwPwOzsWLGK+zRHWKr1f4mkTnExFOE9737TZY27H6/rwrj1s9vAovT7iMgWAaX3b4unAIy8bjwbjW+WvhyxwxmFUQWAP/j4Ivwcf53uL++n4oxyF5qIJY8CkGxl871PqE22FIMK2md4fJ8h8l54gUV6cA2VE5ohJisUpYPr8fDtdioH4RzsPXq2+UnCR1U5wojZPIPQ+CaxmrHZ71SdFaMRiGYRiGYRh3FvJuKG+HowKz9eF6XyRjL9oe//I7FAarmuai4skf5smg+/IC3fcfU7ng9/zf/vQvxxkUPbLn4xNdE0+shP74kRCe+HSyz2I0KiiP1XB71wHNA90E8CjINzjHU7qnn16n2eNNPOLTeq5fkuvGC3kV8bINzpBSB+W4viY9hgZU0EcZF41G9TgcRzjFI1H/dH3HxftrSFS6UzIPGYKyXHDrbmhKNoNGs10kH4nUPqwnZV/OaWqdLyX9W5PFzFZfHNNRhmQt0MG42Pn+9fLHJCUlcBgJrhxHVEfuUE7JhP8HmYXryn0Gv+/xaUk4Xd80GX+LSDLete6vpOMtKDKkpIT7pytzoPx9PXze8cf+On+NP2b9qC8vH7d+PxHhMmPE0ia6zOflakeHdv96XRe+HL8NxHJ9xx1qM/o+o/+5eCeOT+jryzgnn6+i14ff+jjNyf3vHJH+AkHPh65jYH3D13vi43jI9nDxQRvQQSPq4n4kEkFyCo+D8z2URLYS9Hqek10eMX0sX3feH3s0NjjnSZS2V244Ph88UTnnr0pywmmcz8tfqxtXiPtP9jVK2kSPJQHT0sGjlfSZGoZhGIZhGLc9I/DGP5rwRdRbY8PHvfC6l94BCb9o6/5A6XmOL//uyMNL+HIefkGnsRCfbmDCCeMv4jGDc/7E/iNOnv64uPjYoZEoPym1T4eu1Bj8rKy0TcKKss0SxSfmWroaui4Drk8BV6EakcK9ZhIFVpM64n++H7g+EEWkpwc9Erz4NMaiQX92er2a+Hge9cX0FSp/aPglp7BU96u7v5M1jSbijv7lKQYfyyOuhdPTQ1koM+OkBqGyB5OPdfOODA+N6bBTw13PjF3JPOwNrtMgeuhLoxWQPREk3ij3Ib48XqmB+Wo+DER7pWsH2evpiWicngnyCuPLiofx4XP+2vj4q+t89bWe/iUPzoB59Mk/nNwSwHzis2CcOtakfP0b2zqkjnpRcKHm4WKocwY9E5z2sB5ePz6wPXlv+Pshvq6aLsgoLrs+mAfTJUKv1nPcyia4AfRj2FG5J1lPFTq4Xs4l0UsTOCl9tszD3ScxGVVuKbvvmP056J8qdxDcvwNBRgF8BvTwnB7FZHQ5OVIkXwY/mk5SqcxeV56o3Dd9+ft6SFrDMAzDMAzjzsFZG6NK+FU0xFXvlS6dc9BQrJBo+mJMA4znNUbh/mDHchQEEj4h+flD7voXYS2GIwScsdQ/aIq+63jcFxfAdCzfGxJOFs2UO1fhX7ZjIxH8MdNz38eT/i//fk/lEFV5eRjC6YaMyNDLEBwSSsGSVJwAN+yehbjj0E4MNXxEKN3yeIAQypdcldMg59XGjzvvYTqn/+CKvjIpTxDClQpgnrEyeD6Uxis3DKOCXZ1qwYaQDGgMRroj6IlEVAZ1+si1KXRqhH5hvwrKG8js+gAPXT/SmU6xwmL7AkfNhNFpVFLHYOPipE8m8xf5IF/ad70qM0+6cnRHYFz8qBTG0QCl8eqN1XDo07WgowRI4IihsJo706mKaIC6fPTWk5PMOx5XXgSRSLfkH5i4kozlUZd0YzIf59CUrdYvWYzdoJfqseywRLmQ5XnDmnl451A4cIQQ451DKap6YFdm/nL6qvSEIzXS0lL02nB8GNaZ/8Vw+/zbF6sd0Af5X0I4v76t6tXtD4jP2Ic4fFRfu2l2sh8aGciovn4hWyd/0J9ll31ZHVZsC0lM1xi162SWnRBe//32pX1539A54YrgH00iBOXIOba1121wiuJoSASdke68Ky8lGDGjySmzPOOpQx0NJzdWsuTNdmaXD3d7Xu/yiDln/Nb3Ha2/5h0ThvGsC6/1/dqlTQnipd7BMcvm1qdhXT1Mo88MphHBRFwno5THwJwDX5LWz8WEg2EYhmEYhnG7I+/EA732jh4skS/j8oYqgTHy1imHfOn1Rhx/xUxNTZUX1VS1X/yLr77o6jWM418OlXcRLg1fhPVQcC/cakBqcf6lX17WNTtmIGXqizXQ3t6hMqSkJknZaUyg11FGfbmW62mk8MU5IsZ4e3t7nzHJ9FlZ2VoGYT0oB40FqrjPUJRILVriKImbRqGHPCv7FJ7XML27hufcUHleL3WgxS6HrDZl6OjoUH3ReMjOzkY69UYjIJZxYvrOUZJeRORYJJAypHwpmkYBUphGDtRIlDzlkFVJTmICHjCeIzZcccwqIkY25aJMjGCbMYFbH0KM4NQUZGRkIj0t3V0QoNIEf7SdZJ/FUiVqRwouKxo93He603TBOUKtRaM9ekxDr6urS+XhlsfZWVlafl8ZrKwU4vqPtD8LDPINOkoscy2b8kk8G5gCBknYLPQdcGSNy5P/M60Yg2mpmsT3AzX0BO/c4FFUrC+tE88FxdEhwbiO9jZ0dnRq2WzbjMws6W8ZLhHzlPK6pE/SgEsSvabRAA3yoIC90ib8Zb870iP6T1c9sGim4b0YlfPJaey7Ti6W1dYmbSh6ZB/Nzs6SPp6h9UqV9qNMTg+ukEh3d2B8+v7NfGXrslOd8D5j3+I95Ax2uc/YTyVdRMpJS3f3jr9f2B7RaLeU0Stlpss2Weun95ykS0qX/iP76dIXneGcjO7uqH4FiDKygryWxjiLo7OJ6bzuKTp14PZdPXz7UFY6uNw+25PGM+tNQ539XSXQPFgB3oOdXZ3o6Y5IeanIlPbJyJD20TLY791/LjnbkDLQMeRita1c0e4a2WfXYjKWRLl0xIUETuFhXVKkvQKxFW0P3WMGGsOK6aaH/UP6P9NkiN7oAHD3LgtNEjV2atukyvkI9UwZ2YeoL81JdCD68MUlybXUdbe0W0paGqLSv+UKbfN0lkdnpZzjM5z3O+Vn2ay39nk5Zl3Ugclz3Eq0FiCB7cbnhT4vJd7VMyidl0vQZwnrwai+NLxn2NYRSS3npU7dIgsd8WnsLyyDHYT6TJVr5SL2TeqGfSadaQT2cwZ13El+aVJHXz7vyb62CI55pq9f6V+HtlMgI9FnjF7rZCbc5zU8JeIqke4uuSflGSb3VDdPCMnyCIl0dOm9li79KyktU9smnf/G8D6RDJmeuTl9xMrtT1CwEpbWMAzDMAzDuNX4yBw2+nbKF9W+90V5MZa/fAmuOHseFy9exKRJUzBh8kQ1KSLyku2dNf6lVuwBuUYMBjU+acTwnKRxdp/S2xvRF3I6UtTZoiE4KS/a+vIq77VnT53Drj37xTDNRGlZMVLTaNi5wvjSXZA/FqUl48UQy0B3VzeOnziB06dPiqHWKi/sETXQZkyfjSmTpyEnN9cZ35Kvd9g454XUjwaLlEmzlmJQFtbZvVwzxr9ki8GihqLTl5pVIgt1JDVRg6i+vh7Hjh7H5SuX1bhOlbynTpuKeXPnonBsYZBnCFW84BXA+jNKj8Wgo5EjedAxRWsxhdZXshjAYgy0tnRIsjTkZufqJdoGMVE1a59tTU01Dhw6iMamZkQjYqhL6JWQJu2UlNyL3PwczJkzDxMnTw0yisE2paHiDG4VQ/XIeKbkPg05Z1AHBqukoxHI9tIRHLyOhqQYSvUNDThz5gwqLlSgsb4RqSLDhPETMHvOHJSNL9NraZjR0OmhISf76kQI8qWPqh9StqbneZanXYhtGkVzc4sYskBWVhZS053zgo4jtn+KGK6E7aY6lqDHQZvwqFfqrQYsM6de5FR3pBtVVVdw5OBB1NfWS6okpGdkoqR8AubOm4383BztY2hvw4EjR9ESScLUOQtQNCYL0oXlBheBKKv8uXzpPE6du4ji8ZMxY+pEVzU9LW1Eh01qmuq2obFJ+tVJ0dlFdHS2ieyQfj1Jypsn90GBlOfqwnqx75KI1IvGOaELgrlSF76P9Ei+PdKfWT2Wy+OoyEpHVG9PMrJzssQIdcp2zhonN+/fVL2H5FD6X3NLm9yne9VRsGz5PRibl4OezhZ1/nW2d+L0mQp0Sl+ZNn0axuRm672ZqgYz72M6b1gGHUHOwekfASyL+HhWi+3Mvq+NrI5YqZNUKJmWs3RM3o9MV1dXg6PHjki/r0J7azsy0zMxbtx4zJk3H2OLCjVf6oQOBhZDHbv2T0aE/UliU+WE+ocY5JSIoTKxK/J5wecJn21tra3qsKHTLSuHTkdJJ/jHuD4heNNwy7rRKSG7V67U4OChQ2htbcOypUsxccJ4PS8qRafc28cO70debgYmTZmK6roGXLhShaJx4zBlovQTZiF65PPI3a5JiLR14eC+gzh7pRLls6dj9rwFotsMsAcki8oqzp0XvVRLOeUoZ1kB4T6jSP354NanofZ93l/Uj5xTZ570mwj1xuc6IwVWlVnIYbs897q6u5AuOs8MHJjdojs6KOkjbW1pwKHDR6TTZWL+gkUYI8936k/1JHLw34bTZ87j7NnTmCz/1syePUvlY9vTMcr+QLTNAzhaTUVgOkbINpCsTzRH/yPi+rE7w6rzmHVlKvZFraJEnjp6CE3NjRhbWo7qJmlzkWNCeQnOnjmJ06dOyrNzFhYsWo68vGy5n0RnPZ16bXIS5XT3ix+50x+WzOBhyf1lNAzDMAzDMG4dUn5HCPZHHfeyzhdW90LsrCUaPYx0zhQeb1q/AT/8wQ+Qm5eH2XPnuNdJsRRolzqDIUBe7nWkgzuQF1QGd8QXVlce82W8M6BZVB9aLq9Pxttvv4OvfvVv5QWezpcM7Ny5HadPn0JDQx3279+nhsH0adORJobhsWMn8P3vv4S9e3eLUVKL6uorYuAew6lTp+V8BsaOLUYWfwHlfypTsjoPaOiqoca6BPGqBxVFTR3dd1DQwHCVff7SzTrxV1QafOfPn8ebb76J7SInnVuXLlyQl/nTOHLkiBoZk8TQysjMdNn0BdaXIThWZUpQxdKFJIaSGLTuV3WeoxKjaBGjZ+eOXaipbsT4sgliLLJmQR7BltlSPl5zoeICtm/fgfMVFTh04ADefecdHNx/QIztFjQ2NkhoFCNuAsaViSHn8+C1QR7abiKbfrErXIbrHn069ceExo93aLFNWYea2hqs+/ADrFu3DmfOnkGttNXZM2exa9dutDS3oLx8gra1TjdgZnK9GvehfF2GQt+xyEajXwuX9qGTRy5ob+3A+g83SV+owQQxUtMzxBJWWWPOGaJ6lUp5Y69vhI0cq7OGsNIS2Pbnz5/FD17+AT58/3001tejTupEvZ4Sg7i1qwvFY3KQl18AdLTi29/+exw6fhLzlyyT+OxApfR0cS8FB/bvwUs//DEiYlYvWDhPjWsWxXoEmsOVy1ew7v31+GDdeulXl1BddRkVFWfF6D2IbjGMx40rQW5unqbV+zYgXEc1Z9WhEUQIWj+2mcjSy8kzcr5ZDNGt23bhSnUtpkybLPeHMzSpdOeQYxmBI07ieQ9fqqzE//if/1P7/oIlCzFF+lE00oFUuS+vyD3w2htvifF9AXPkuZGXm6P1c8+VcDuIBHKf+xEzzJsjj3jfpImVz3JcPJ1tHCHhnL1ulIh2AdEXNdYr938dPvjwQ9HXBzh37hwa6hukzSqwa+duSd+L8eVl0seC0VySntd5eZwkrJv8ZZ56H0qkyiwhEJf6pBORo3h2bN2Oy5cuo6ioCFnZ8oxhtork4SqrcotS3PWsh8ixa/ce/PlffQWv/vR1TJk8A7NmzBKdufKaa+rx99/+JhobajB91kwcPHoUPxX9JqdnYN4cPn8pH0PgReIzob4RX/nKV/BXX/86unojWHzPMmRl5SBDzke6ovjww3VYv34d8sbkYdq0aSqhR0X2gnPLfsF7UNpZ72GnYDklwrE+Ij8fk3qel+k1UkWJP3rkqDzzjqrDvKAwXySlE1R6u+iS7Xvpwhl87atfxeatuzBt5gKUlxVLPpLAdS60NLXgBz98Bd//p+9hjNxLCxbM037inB2urVx7sd3lOgmUh32B+mZ53FIs4qbosS3cMfPoBy8QtApOBHcsgceKlPH9l76LrVs2IScvH7v37td/a8pKi3Hu7En8/d9/W54BlViw+B6ROV/y4L8THEXkHFsOJ/u1YXp/jWEYhmEYhnGrMZQ3uhGGb6xigoiF4n6n5OiZqBjxTTpipKW5WQyHBly6dAlNzQ16nnR3duq5mtpaNMj57u5uieWLKo0IZ2w1NTWhtrYOrS1t6InIi7W+XAOdnRG5plHPNTSwnEYJsl9fg/b2Zrm2C41ybUSumTNnPmbMmC2GcYMa3xzOX1/vnDI9PW60w2uvv6ryPvDAg1i9+nGsWfskHn7kUTXs3nvvPezetQdd3REdik85Ob2ktbVdHRUquxy7V2RnFHAET1tbm9a/prpa0rboWRoktBH0rV72xYxEalIKmiSft956C+s2rMdUMYZWr16Np556CmuffBI5OdnYvHkLjorR5RZc5Q/YPaKTVqlvvZZBw4+/EjuiOsS+s7NDtmKINbeitqYObRz5wHJT0lBTI0b8unXYtGmT1KFZdRrYHX3v+2rMCJR5TH4+7hEDbs0TT2DFPct1ZA2db/fetwKPrH4MK+5fKQZnCbq7OnmBXtcjBjNHLtHY1CkEUkhHR7u0T5vui5jo6uyWvsH2a9A25joxQbGKl4F0Sd5vvfM23n3vXR1t9ODKB0U/a/Gk6GjSxEliAO3F+++/K7puCn65j0r+HdLnmsUIb0CzGHJsF1/RLul/HW0ij+iO+m9sYF/lL9/OOKuqqsFrr72mOuoIpi6xPsyTfY3t2tLSotlpv3TZxvQohOXniIqqK1V45/0PcPDwUcxbsABr1qzF6sdX46GHHkL5hDJ8uP5DrBPDOCJ64giZaimjVu4PTn9hs3AkQXt7p7R7o+irEc0tcn/U1aFe+i5rzDROAgmiA8r39tvv4r11H6JsfDlWPfyQ6mzNmidQIIb3xvXrceDAfu0rHvZbOi0YWqTfss/R9UeDtqsrIrro1r7f1NSseuts60CS1I3Tzq5cuYw3334LGzZv1ulERHVDPUjQ6SgqpTegk1WndAhu3bxJnQK1DdV9I3vaRQ9st0a513v0+cA6JqOttU3vPfYb1jEifY117ujgVDlOJ3TGN2Xu7OzS+rEeGiRtV5e7D2nI01eXwqmA8vxqlvZ//c23sWHDFkyeNB0P3P+QPAuekjZ6HIWFhdi6dbMY3VtD+koSHbWqHHT0trQ0s+NLLOvaK8+MbnSwn7GPST9kOm4ZT65ckWeP9LENGzZoGuqprZ33SHugNzqUOFqFQe4NcAqU3DNNdagUXTeJvA1NrWLsX5K+Vc/HphKRvGrludYsfTrS04W2jjZcrqlGo8jq+gjvR+7RUZmCXpGnSZ6JjQ3uWXz2zBmcPXtWnxk6kVRkaGqq1+cx607ds182yzF1LIL1wRFnTU2NqKup0f7B+5ZOYz5HqPsOaR/ZdY4c1kz01dnVoc9Vth8dUW+//TbOnT+v1xAOzqNDnEQkv8uVlTh44KA8E4+LfqkTPjf4bO7U5/j585dw6WKlPnfpVGdf0Gei6IXPSwb2c+ewEynk3xqO6umU67WtRAe8r1olDZ/53mnD9mb9+dytludDkzw7HdIyUgcGjib08F7hNLNe0XeN5Eed6XStznaR74I+ZxYtWCz3fjmq5F5n/6NOmB/143FOptixYRiGYRiGcftyE0fY0LDly6VzsPDFNymZ6x4koeL8BTVCjh8/ijp5ET1x4riOhlh2zz2YM3ce2uWl9+DhIzh06BD27duH06dOqVHPXxf9FAcaMzSW9+7dp86W9PQMFBSOkXNJkv4stm3brtOHzp27KPmfxqmTR3HhwglkpCWhoGAMTp++gPa2KF588RNYuHAuasSAoFE8ffpUHYVRVlqGDMmTzpD9+/dj7don8ZnPfBozZ87GtKkzsGD+QhQXF2HL1m1qUHLaAY06jro5f65Cp5ccO3YMhw8dlBfzFhQXFetoHL6Fnz1fgcOHWbe9Iv8eNXAKCgp03RAaL/pLqejLjxDYKvV8+733MHHqZHz5y1/G0sVLMHPWTJ2yUlxUJIZAl/6qT8cER3hcuVSJPXv2YL/o7sSJE2K8tyBTjNzcMaIfMS7Oij6PHT+Oqto6HD92Ctu37RDjogmFBfmix1Ts2rUV3/veD3Dlci1mz56LiRPLRZYkyVvFofr7HBeUMW9MLiZOnijpJmB8yXjRwSnMnD0LPyP6mr9wAUpLytUhVy1G5FipJ9fAuCLHp06dUWOHv5RTd7t2bRdDpxLjy8rEUOvB/r0HsWf3XpHxhBic1erUyM3J1bU8XP9i+e435nMV5/C9l15SeX75l38ZD9z3gLTTNJF/NmbMmKGGX3ekE9OmTUFuXr46B/fuPyh97CiOHj6GygtXkJKUiqJSN6XlxNFjOHrkCGqqqnDm9EkxAPeJ/FeQk50reswTWffim9/8WzXuli1bKn2hGJWVF3FS9Lpjx3bVPQ23PNF5dk62tgvxhpX+FT36Yzqj3qRTbtMW3LPifvzil76EeQsXYqrIzlFnE6Vt9x84hEOS79JZ05Ejeti4ZStaxZB85PG1KMzNEiOvSnS2Bwf37UJVlfT70ydQ09CMKTPmYvni+TTDtV+JBS47SdJH9uL1N98VGQvxxS99GQ/cv0z6P3U2BxPKS8VAbFbHW1nZeF2viQb29h07pO67pO1OSptclv6SgsLCsaLfKI4cOy396hQuXLwk98A5HDqwH011VcgX2bhWyIcbNuLv/v4f1YlAnZWWFKke1KiXPeqII6WIWxsqSaf2nJR7qqG5RdfwKZa+UlZaKv09W43+o9I3+FxZce9y5OTm6H28U2Q8dvQEDh+Rdq28JPrPVH2d5r15/qLcZ7k6tYQOlMOHD2obFhUVgOvm0Jg/d+683oucLsnRDOz3nCJDB8BLL/0AmVk5+Ge/+qu49957MGXKFOlfM9WoppHPz0dPmjRR9VVTewXbtm7FwYMHpF+cQK3IlpGehsKxY6VuUZw5d1an7125UoUTcn7//gM6lY9Tnwqkj26Va1/67j+q84/PxdLx43Hu/Dkx7GvUUcvRQW4EEx0LdNhE1JHH0W4HDh3BmPwiTJFnFdXb2d6BOTOmIyUjGY3SPtu2rEd5+TgsWLoYFVL+oROnMGHyNCyR+5UtoI9uOgWkPZouXsDGjRvQKX1t8owpSJf6t3V0is6KMaG4RPvwrp070NBQr+v40JF46OBB6Y+XUCjP7Nx8PpeBjvZ2VHDEm7TPAbmfLl48rw6bsWOLdL0ZTgE8uP+I3AtA8bgC0XuS6OwKKuTebm3rQKP0gddffx1vv/u21K0AixYt0fJ0epmWADTXS12k7q3tPSifOA3jx5cgf0y6jhbi8+fcuSs4e+YS2lqbsHjJXOmHK/SeOHXqhDwrT2G33BOc7uafyTk5OYhEuuT5cl7a65w6Uvhc3yPP7jrpN/n5Uj9Jw+maHE14RPrTnj37sGP7HnnG1UhbF0h/SZV2O43LlRfALz3l541ReQ8dPY/qmlqdDkrnVmFRIRYuXozMbObXi6VLFmHurPloaKxHfWMbFi9dgYkTxslzyk1fZfPw34rkpDRtg8T4eG59MAzDMAzDMG5VbuqUKBolYopqoAHGMSNV1fXy0v0mXn/tVXlBr0FLc5O8JO+WF/JWPLByJWbMmoUDRw7j5R/+QAzmw2qs8NfSM2fOobSsXIyMcv01d4MYEOvWfagjSzhFqKOzHXPnzkd6RgqOHHFGc+WlSxIu6/mqKxViUNVj4qRylJaOl5fus/KSfgnz5y3E5CklSEvNxHgxYPLycjCutEQdNpcrr6hRyylPa9c8KS/nzvDQKQhSm1JJc+bUKZyVF/m58+bor+zf+973dboVf23mS/+6998VY+2oGnXjpNy6+ga8+94HahhclJd//lJ98uRJdShwjZXcnDx9+XZuCAmRHvzoRz9CY2sLXvjkJzBL8knlmzoliPaiQMqcO2euGNVlInsuqquqsP7D9di8ebM6Sc6ePS86OqYjV2bOnIm0zAz86Iffx3f+4buorm0Qw6Ud7727DocPHcKYMXmigyIxpvbi3Xc+QGdnjxhFSzFr9iwxDp0hzXrr/+pskMMgeIOhsbYZ6zduQmpGJuYumK86q6muwyuvvCy63I0F8+eKAVeAd99+E99/6Z/EUEvDAjESm1ta8Ndf+Qs01NWooXLm5Fl8/RvfVPmrq2vVSXBR6sP1McYWjXVGtJbrprJs375dDPtTWH7vvVj9yGqVRRd4FTnzC/K17lyzoqSkWH8F37dvN95+R9rm5CnU1daqY+vihYu6TgwdLD9++WV851vfVmcXR9ts3rRRjLHDouN8yWc69uzeI/34DbS2tmLFfSswvqwU73/wHl5/43VUVlbq9KILkh+n1E2YOEEdFjqCSXDtG+iMQSrSJQbwy6/8GFfq6vG5L34Jk8vLJE3wy72kycvNRW9yCja89x4KsrOkr8/Bjt27cUlkX/vsM0iXcz955TW8/upPUXnlImrqpO8e2INLVfWYNWcR7l+6UMtUByodNmLFv/v+elRW1eCRR1dj2T1LoYNaWJz8KRJDfOaMGZgwYZLor0CdEdu2bcObb72J8xUX5H66Ivo4hIb6Okk3U6fjfevvv4t/+O53RWcclRXFxnUf4NihA5gg99O4caXYsmMXfvLG20hKTceypUswe8ZUNcp1hI3AKS0qgAY3aoAOGzpK8gvGYMqUSbh04bwY9J2YM3s+urs6sHHDZmRn5eLRRx/RETpvvfkm1kn/r29owunT53Dw0EGtz7iScdKH9ugzI1/639Spk3D+/Dl89atf1ZF1Dz20SlSSjJdf/qn0pd2YPWeWTkPq6WlHcnJU67Nj+04cOXYS99zzAB55WAx9Shroq1j0NW3aVEyYNFEdMs2igw/Xf4B3pI/xOVIv7UrHX2tro04ZSs9Mw9vvvYUfvPIjXLp8WUeS0cm8c9cOjJF7ZsrUKTiw/wA2SF04nW/+ggU6uo73NEf9ca0c9kU2qk6zlMBRhz2Rbrz22uuoqKjEkqX3YsbsuTh++pT0xQrcK22cl5+N5osV2L5lo9zr4zFn0SKcr6rG/qMnMH7KNCyVezFVMuVIJZd5FIe2b9V+XT5pEh5/6lm0tXep85DP4vkzZ6nTdLfIfb7iPC5fqVKHzcULF7Bvzx7p2kl676WmpOLA3n3y3H8dJ06dlHu5Anv375Y2Oo2pU6agRPrHabnnv/sP35N2T8HCxXNVv4cO7sWWbZtR19AoXSINm7duxZYtW1BcUoL7VtyHMXkFHCymtxFpqKnEvr370ZuSiYmTZyAlpQclxTm68PgBkfnSxRq5nyHtUYUZ0ydiybLl0leq8E8vv4KNm7epk+mMPI/pcMqUayZNmaz356uv/RSv/Ohl1Mrzta2tWWXYsWOHOtFmiQ74TNm06UNs2rARVyov4/ix0zh+4pSuCTW2KFf+TTqI995/D+1yny9csEhlffnHr2PL5k3qGJo6bYr8+1aK8omT1MmbPyZX9EvHZBr27N2LC5frsHDpckwcX6LtQ4eOe/45x6bDb+NhvA+GYRiGYRjGrYy3ukcHZ3cFeMOLRqebssE1MfirMRfD5MiHT3ziE1j9xBMoKCxAZ3e3jp5pbmvFuvXrUHn5IpYtWYyf/ZmfwbPPPi/G4Ql8IAZmV1e3vnjv3bNXjPPlkseLWLnyfmRlpYMLApOZs6bhOTFiP/7iC/j4x5+XNC/gE5/8BJ5+5nkxlviLM6dvcFpVsk7fIDSQJk6YgNLSUtlOFGNtrEjvRrmMl5fy3NwcTcc6RYMh9nwBHj9+HDLSksUAqJUX+XZU19ThxMnTYlCU4WMf+xgefGAlLtApc/yYjoTZunUHdu/ZD67p8qLI/qUvf0nXCdkgL/p8Me9Tob6NyzbSg/bWNl2zoUwMrDQxfCiXTocQA42/MPNX3qKSYr2Gv/zu3LkTE8SY+rmf+wWR4UXk5I7BNhqbYjz3SBvQQUHnA699/PHVeOaZp3XaCKcNcbrFTDFA2D4LxEhctGihGOM0CgIC4zoYCCHH0r6cmhA0d3dXr+TFxT2Bto5ujeaoAzrmzp87Kwb4ZTUqK86fx759e9Dc3KjGzt79u3Qx5TIxWhpFl++++7Y6BZ5+5il89vOf1cVRDx85Kun2g18y0qIDWcDpcY2NKCoswjRJ56GR7UZvANm52WJclYGjOCrOHdXpKzQ0H3jgfh1lde+9K3BAjLQP3l2n0xaam5rF8NuHAjGeOOVl7eNPgIsE79i+XUcrcNSOjkaZMweLFy+UOnTi/fff12kNzz77rOj+50S3j6sTjdM5VD2U18ss0OHmjzm9h9MhaKyNkfuhm3KrY6VLtm6q24zp03XqBqdOMUOuM5KczPVZunH87AUcPHgIRcXFeP5jL+D5F6TdxeirFB22tvspeYT5ukWHOV2Hzotp02cgPQ3uYzpUrcjFtXrG5Beq4yYlJQ0njh/Fpo0bMEbk+9TPfErurRcxa9YsHNy3HxvFEG3g9MPGehyTfl5UUoS1a5/A6sceRVdbGw7t3YMkqc+CefN1xNbM2fMwb95cpPJLQ0H96ZzhPgPV4mHZXCdmptT9488/p9NWXn/jDTSIkZ2bm6t9h32QizVzvZttu3ahkDp44ePSrp8Unc0S43o7Nm7cjLzcPNTU1KqxzalQnIJ34MABHeHCblxZWS33wEFpi4gY0RxpxU7OZ1eP9Ok2iW/W+32CGNUUWwO7Vw//9KJg7FgdjcT1b/bv36OjTiZPmoyPiSzPPPcsJk+ehO1bxdDf9iG6e9pQ21iLXXIPSCXx2OrVcq8+r44fOic5dWfRokWYI/1r0eLFuEeedawvR7HNnTtXHbuK6oojk9KQkpSBlsYWXLpwEZ2i9ycefwRrnngEWfnZuFBVgYtXKvSSNKlPirRHsoidmpQm9UhGt+QTTU3Rp7X2FVadN7n0twsXK1Hf2IyJU6bhkUfW4L7l96OjpR2V5y8ypRKVPOmkKpTnJqch8tk3Z/YcbFi/HiePHEO73E/vvvsuTp0+jTVr1+JTP/tpLJF68R7nPcXRc1wkms5ZTg3zcNrViZPH0Nzaos6MqTNmYd7CJVhx3/2i63H6mAxucYXPxDZJSwf25KlT1cnL9awikYiOvqKDd/z4cn2OJmsDyj0t+uY6PsUS//GPv4jPfeazyE7PwE9/+mOcqjiN1PR0XK6p0sV/iwrz8aTI/8LzT6OlpR4HDx9Ek/TJU/KMX7duPbIyMrH2iTX40he+KO23WEeSbt22DenyrK28UinPmAN6n7dL/ztfcQ619fVIlXPT5HkyY9YcHQXJkZvz5nFNpjxJy6lcnPJG9y1dg67J1aGmbU/6dgzDMAzDMIzbHG9mjwL+VdKHeHp1Udgjx44iN28Mnnn2Oaxe8wTuX/mgToXSaSMpYkxfOIez586IoTITTz+9Bvc/sBI/++mfwdSp01FRcUVe6Bt1GgsX23141YPqsFm9+hF12mRmpqvBl5+fh8lTJur0lxkzp2KmhGnTpsuL+hRJM0YNA67RwIV/IxFOJ4Bem52djRwJ2VnZOmKAv/hzag6Nfrd2DqvBV2f+wklV9sqLfxIyMmhscv2ODjFoCzB95mwsv/c+Maxm4cWPfxzlpaVobWpSw/PgocM4euIUmppadK0KjjDgC/zZ8+dwRkIizdGBQKPfr9nAVQ/4H39VjnZ1oTtY+4VrUfAX6yNHj6CtuVWnNaQmi2EixsmVKk49O4lOMdI5fWe6GAiPPfYIli1dgBc/8XEdscFRFHQqTRVDZ7oYyAycVqQDiggtOf9TtsBdDTTsKJoEEVV0kaJfteEF1NK40mLcu3yZOr4uXKrElcpLOvVr5sxpKC0twbnzZ7Fr926d4kUHyuXLlTqVZZlc8/QzT4suF+GZZ55VQ7niwgVcqal2IzOCQlUiMfj4az7r66EDkNMNmIrOwo62BkS7G1Fx/pSOInJrzCTp57HZBy5dvIgD+/cjIsbU2LGF+sv/ww89jDkLF+Fjzz6POTNmok0MT05JmDVzpuqHxvN0qUdGZoauv6FrGHV2qqOPIxA4uoDTKmLOCCevd1CE4SK0KanJmkYtUcJ976AKHGOZYkByzQ6udUGHENt9y5ZNkjSKT7z4Cax96lnR9yo8/PhjKJ0wAclp6RxX47RF54IYgXSa0fHIxmUbEm6YhlZ7VPTV0tygTtCu7k4djXL8+DHVGdub9ezu7EC1tOfJw0d1gWQ6POfOn4uVDz0k9Z6Op8Rw51etLsq17Bgzp8/U+3iShOnTJ/U5ZvwCxVpVKdsvDqxIX+po71JDeNmSJVKve1Ff14CNGzep82VsYaHoJaJrthw7eQKnzp1DR3cE7R38pHua3JvZOHqEX9o5J0bwAsyfNxdcY4hTKjk6ilPs8vPycfmS3B/HTmr6JcvuQYkYzVSEWxuFzoQu0U2POpn0s9UUTYJKKXrnGjpddAJJ27e1t+p0T06HpCMpWeTgyAp+semU3INHxGjnyIvs/Bxpn/FYtHQpVtyzDJ+UZ9mDDz2iclG/dJpOmjRJFz+ngysjM00dNpyGReeNKkyk4LMoKZmfbs/CyRNnceH8Re0+WRnJSI62IZrUiaq6Szh6/ACllXzSRe4kdcqlpqRLO/CrZ6J/dQYTly9pb2jEiTOiU+kqyWnZ4NpgclehtzuKU8dPaH8gvB9L5Dm3cuVKPL56tTqgnn/+eXAtLU5r5aLpXPtmXOk4PC7P/ZUPrsLP/uynsXTZMnBR7VZ5XnHKKNvdrTkUg/eTFIBx5RMwbeYsLJD7cfm9K/SrYPz6ti5JFcC7vVP6LEfVTZg8Ga3t7ai8fCVYN6cO+WPGqKNVn99SxUh3O44cP47MMXl4bO2T8kx8GI88sRqPP/yYOl9Pnz2LpmgnUjPSdcTZyvtXYMGie/CpT72ABfPm6MjQyqpa0e0pHD0qz/XGFrS1tIlcabrW0oXzFeB0TrYh+z/XDKqqq8YZeY7x/psiskyaOgXp6Wnyb2CeXsMfH/hvWFZGlsrJZubovKgEfx872DeDm9cwDMMwDMO4Iwi92o4C+l1fb8oQ/0LJYpP1V9L2rk6MESOLv9R7OEKEBi8NVi6UGol06nDwMWOygxTQ6UdiZ4qx1qwLvnLBRxoJpKSkSI0YOlzoWOG6EFyk96c//alOD3j11Z/gtVd/hHfe/jHOnzspRkGqvCBniYHDxU1puIjEYnTxBbpHAg1mGjNc+LRbjD++uPPFXJGqJXMxTq1XFFzIuKu7Q9dxocMpJTUNZeMn6Ms34Qt3ttSNRna7yHyp8jLOVVzAoSNH9Ms3P/7xj9EkRs8cMci4TklEhOl7IVfVJSNdXuI5Lae5uUm1Swn4Ak/DOSLGKr8sxLUTODWrqrpKp/bwaypvvfYmPnj/fR0FsHjxEjGoJ0melDFdnTacHkS4GGZqajLSpJzuLrcIK+tNZxbteykmhAilcnErknKfElNobsTids4krrOgJ5UJ48t03YnKyhps37kfaekZYpzej9y8LOzas0unEE2fQedGLi6LgcX+wE81iwjKuHFlOvKps6tbf5XWgvn1F2okOVXXheBiz5zeEg9TcfrZEa4n1N6MmupL0kdOqpNs567deOONt8So3I8ZYlQtFeNZHRJSTnlZGYp0vREx7ET/nIrAtuDiqM7ZkqT1JZw+s3btWnXSsO/9zTe+gZde+h4OHz6sU+MIdaKOGtnn9XRaqR4FOpe4yHVjY72ur6HRnO6gDijndOIIgbTUFIwrLtK+29nRrl8O4uico8eOUvmYKsafp2hcKYrLxiNJ+iSXwWUeCuWQey03O1MXaeVaMFSjRPGUWsD85PfFSxdx8uQx0Wml3HNV0i6X1WmzYcOHePfdt3D29GnMEiN26aJFyBQDlc4gTj3Kk7YgXZFuMVzFvJf+w0XEqVN+namtowsdes+xKI4OcV90ow4Y1FmjSuKIrajeq20t7UiTdKsffUy/ePT2m2+r04b9hE6UJrk3Ki5dQsXFizh+4iTeefc9ub/eQsX5S5g9ez4WLV6mo4U47SQjI1XqdULqUyXG+0z9dDmPue4OR/tNmepGaenUR1Vaktwf6aLrHF0UmJ+xV11pKsLnRY/cf+dx7NhxdRBQd2fO0og/gvUbNuLtt96VPngZ8+bMw9zZc9X5SgOcU2pyx+QH+UDaV+ojuudzjM5TOlEZeA97nPOPEW4BYzqQ2Udam5qxZesu6deVOrXng/fexbqNG3Dl4jnUVlWCXx6iczcjR9pH6tPVGZF+liZXc+lgbv1Ium4pxI3s4oiYQ8fP4MIVjgY6hM2btmLL5s1orK3D0YOHcPDIIX0mZefmY2xRsU7rdIvw8p4Yq+1ZLc8krlHG+vA+8XCa3NSp03S0E9dL4po8sbo5XN2SY84K6RscaaJOzYDYHpAufZfr1fCZlZefJ3LloqWpDefOXdB1uvLz8lCYT2eXa1suUM2FlHPk36BC+XfEM3F8OXKkvdulz7bIv0fpcp9R3qxs9ylxeSAgOytNneGNre24JPqpvFSFUyfPYfOGLXjz9dfBT4cvWrwISxcvRUnROEydMlWnZnGtLrZFVGTgaLQckYmrSjl/LGsjzwYtxO2zqr29boRNrM85vTiYzjAMwzAMw7gT8G94o4++ZXLLF0uGXjVEaCh2dHfor/YeTsOhwUMjlGua0Gjs7GwX406MBoVfaGnSKQw8x5derolAA4B589fotrYONYL4wk8DmU4bLox68uRxnD59QteKuXDhEppb2uQKGoj8MgmdC85B4qbPcKqIMxZooJWUlKG4eJwYq9X6VRKOtunzXogx3VBXjQsV5ySqV9e9oezdYnRnZGSKIZmlyXRkjoTMDDHC5PqWllaUjCvDo4+txmNifD76yGP4zKc/g1/4hV/AihUr0CMv8T19upMgBg+n39BYPXbkKJrb29RAYh16RYba+lq8895b2LR5oxrVlL+kuBhrHn8cz33sOTz8yCo8/cyT+LSUsWjxEtFfiuqKTaLTSZSoVoujUfjLMIvnr9y0uzjCoK8JiZeLiSgI94ORH4Ty66gNOZnG1UADCsQozc7Kx+kzl7Btxz6ki35WPrgCkZ5O/QIQpyCVjRsv7UqDiCM43JdZvLr5VSF+4UcdVTrCwbW1Gl5Sp2liZLPux48fV+MvDH/l37hxo06zqr5SKbJJX5N8Fy9ajLVrnsDq1Y/q1Llf+7Vfw3PPP6cLoHI0BL8gw+wVqWMqnQq+38gxpyfRuOQIAE5Leu75Z/Frv/5rePLJpzBv3jxUVFTgx6/8GLt373aOCcouWancCuV3uuP0tHElJeqauVRxFj2dYsKJMY3kdGmENO03XANoTE4O5s6ZJfJEwa9uUT3sY1wgl+ta+GmBpF0M8i6OINPWkLaRoJ8oT0tHamY2Zk6bKtdHpV8dQn1Ds8rG08yU01LWf/ghtm7dol8Hikr92DdWPvgA1j7xBJ54fA0+9/kv4J//i3/upn5xIVq5t3gxvwJH6EzkdDi/MDSdVexI3uzUtmX9A6cVT7s1idwxoezZYjhzKmR3V0TunXI8+OCDqKmtw09+8ir27N2PlNRUcNHtei56K9uVcv6Jx+XeenQVPvUzn8C/+Tf/Bo898rim4ZpKjY11+OCD93Uq1DNPP6sjLg7s34v9+3fJPdCL0rIi7V+ug1OWVKl7HsonTEWb9EE+U7gIrlaH+hK90IH89lvvYP36DeAXsnhtTk4GHlz1oH49bc0a0dfnvoB//a9/E4+selQ/S94l9xjXeor2OkcJS9TuIG1LpyD7mTo/tKAYqkfv1NCt66SHjp7E7n2HUVRajrnzF+gCuedPHce8aZMxV9r68P5DqDh9Bsgag960LJ2yyMWUU6SfJbOO0tf0q09oEfGbEeloxDbpu41t3Zg5dxG4uDMdUFxDi32nqa4O27ftUodFemae3AccXdYlzw43hU+f6yIf13HSxYHpeNZntoNfPeKoQ9ZH13iSyvM+8tcTrrHFUSv66BU18VHD8zrazKOKc/pIF9noVOV9kJ2bpQ65y5drsWXTNnn+ZGPy1Ilyvfz7I/+WyB0pdXfOe37tiYvdexrq6tHZ3qnPck4342LByZKvhyMqeU/QuZuUmoHG5nZJm4NVDz6CNU8/iUdWP4IXP/ECfv3Xfx0P3P8gcnO5jtYc2ebh/ffew6ZN65E7JkfkmyL6ce3Prsam5e3gHnuujvzbI/Xl1LW+Wus9ohVPEAzDMAzDMIzbFfceOKrwRTIOfYfs1cUVy8aXoq6+RqftVF2+rOHgwYPgJ7j5pZnx48p0/Qj+Us2FYOvqqnHqpHO88GsvxSWFmDFjuo7KOXvmvE6dOXDgIHbv2aVfe6FTaObMGXjuued0PYKPv/hxfPKTP4MXX/wUnnrqWUyZMl0NQn6dJBqlwc0FkUVqGpViLHL0Da0wOg4mTZqM++9/QOO3b9smMh3RT8bWVVWh4tw5vPfW2zrqYfHixRg3bpwY8DRGODWHo3NYZ6m1GFwcacDPiNNgnD1nNiZPmqjply5ZilUPrdJRCRx9ExUjjZ8/dheK0miUpCTj4YcfxoQJE/DhB+uwfcd2nBND7NKVK7rI51vvvIUt27YiKztbvxJVPr5c006ePBnlk8tx3wMrUFZWoqMwaEjTrNFf7ltbxXDh77osKqoOEeqEjqqc7Dw1kDjlhM4vOi1amtv0E8ouB7lG8lLjkkFjBO4n+a/VdCEzg9OiJFIM93Fl40W+aTpt4MMPt4Cf+Z63YBEuXqxQp0C3GHpFY4t13RSuV8NpSpz2xi8v1dbWY8/uXToKggs7l4rutEz+oXMg2qPrsHAxV65ZsX79Rpw9y6/p1OHSpUqs37AZGzdskPr2iBE3RnQ0QRfKHVdSjHlzZmHFvUsxfeZUREQPHE1FOOJDPwnsSpI+EBsZQ+jcShVDnc6hyguVYnjW60KrPPvQqofxxS9+Udecqauv0wWoOf2No7SaVe/sc9LpNEPNDilpqXjskUdFntliXG7Ejj07pe5uZAtHS+zYsQv79uzGzFkzMHvRYulXYtCLLJyGly4G8f33rRAho9i0eZPeE1W1Vdi5fTeOHz2u/ZItQXQ1KTH86IRYvGSRtEk5jh46iE2io3NnK3DlSrWUV6mL827dug0ccVVSUip9qlxHsnHaE0cK3LPsHkyaOg3tUhfWMSrbVOm7/NqVOjYFDhBiURE6HWSblZUpRm26GMsd+lUc6pL6o0ON13jdBht9lHC6FEd60cHqHD7AMil71apVOHHylPT/d6TvdqG0rEz7Bfs+74N5c2fi3hWL5R4uVQOdU6BExbomDD/bz89l07GycuUD+rzYtp2LyG5GXl6G5DNW9OSE0OdBL90YnBIzR+t+6dIFbN++R54/Z1FTdQWX5fjdt97E1s1bRPYkHQ3Ivsg1a7iW1IxpU3HfihX6JSl+dr2ltU3ajF+ES5P242gWVy/CT7P3dPfoaCQ6yNjfOc2KI+fYb+gE4YgbHaFDvfJ+lOcNP1G9aetW1DY24/E1T+LzX/oiHn7kYTy08n78rDwHP/3xT6BZzm3btQ81LZ2IJKehjaOe5J6g8yNV9Jsm7efGj0j79YjO5PmyUfpAYel4fPkXflHXulpx77149rmn8fnPfVqfY1zg99jx01oPTsfcu3sPrsgznYuf87lOJw2ndk2cyHXBinRqFAMXk9+xYyd2S/rCgrH6KX4djSXPOz4TLlRclDT8d+KoLh5NB3W29CeOwmGfZ3vSQcS+4rTnnktd0v/olGxpbUZ2VgbmzpqJCslr3boNyBuTj9IJpWhrb9IpabzHORJy0qSpuHLpsjrteL9VSf/nM5Xrx/CLZHmpObIvbcJnTeBcpJOU0wrZJunpmSgvnyjP2XIUFI7FlJnTcO/9yzF1+kR9/l++XC3PigzpP7MxJi8fu3fuwq6dO+XfgCLMmz8X6VIv5sqsU/Q/3p+uHPZCHfGpbe2eRqEzwTYcDMMwDMMwjNuZm/eVKH2r9C+QNHaTkZaRicysbJ2yc+zwIXQ0t6jRs1kMdhpIDz74EJYsXIqmliYcPXwETQ1NqK+rw/vvrUN9QyPWPrkW9967BGnyhsth9qfPnNGvnxyStHQucDFJGgVc34HrpdBImFA+QfYZJoohVoKc3HwxLntx4MARnYazYOFcMdgmiWHmpkfRMJQDEZ2fS03RT87SSOKnx2mQ1IihwKkhu7Zv08+Oz543F888+zEpd5wYETX6SWPWd+GC+WKI5Iph2og9u3ciMycX9z+0CmUiI78KdfTQfjlXLwbCZbz19ls4ffK0GsNjx47VBTHdS7kgO/xsLA0GTqM6e/YMaqWu586dxZ49u3D44CFMnzoVL3z842IYztJpNv7Ts1Ex/E6fPov3xfjmF30WzJ+PkrJxYvjv1Skbj4hBVybGGD9vzEWcaXzwi0fFRSXYtm0HDh8+rmuOTBHD49SJczr1qrCwQNpRzH+1qunkcpL6LY33Awf3oyA/Hw/cf5+0t5iAYjCnZOYgJTkdH4jhVFdXjy9/+bOYMHEyNm9ej337DupXcB599DH9Ihfre1kdUhd0JAUXPeXXVGhgPbF2NeaLAejaSAx5yiEGZ0pmFnLzcnXUBD/1XnmpUq/dt/+gOjGKS4rwwgvPY+ac+WLI5aCFX7rZd0SnqNEZtWXzNjXiuZDpdDGwjxw+iitijD/62KMoKJY+IDo6eOSwGG29WCbGd35hPo6fOIFTZ05h0uSJWvabb76B9957XwzKdv0aGB1q7IN0uGVlZuLM2bPqEOJ0wMyMjJh5JVXh1BGOsKGBy88Kc1HohroGnDt7HocPHZY+fhh5uTl4/NGHMWnufPR2dmDrjl3olotXid5mTpmKU8eP6leR6hvrUFFZgQ8++BDNze146IEHsXzhPC2oV4zQ5GhEdnvBhaxTpI9fFP1yqtOFC5Vyb16Wdj8i+exH+fgyrF27BtOmzxP50+Ueq9OFjfn55vPSD7esX4+9ch+UFhWLjkpx+lyFOkEeenAlxhUXoq25EQf27kI6R+Y89AgyxxRi74HDOC9tM6lsPCZPKNN8+DU3rh2VkZHl+pG0qZ/oU11dr1NIiosKpL+ukv6drJ/vLhFd8TPY5y9cwD3Ll+HRx1fL/VagX+Y6IvK3trTrdKhNG7dh9669yJd7cfqMKXp/7d27E/sPHMDSJcv0mcKRfN/69t+hR/TyyU99Su8TN9UoKvJw9AMN6GQdbZEpobqmCsePHsZpaf+aK6K7wwfFwN+BcunPL7z4AmZM51egUkVfVdiz95C0RzsqL17B1o2bsW3rJukvk1Aq/eLYqVO4fPEyFs9fjBnSh1jfY8dPoqr6sjw/FqjT9crlK3J/7NVFa7lQOdcBo7OCi6Drwrk6NytZnqOn8Z7cWxy59uKLH8fyZYvVQcR1n4pLSlGQm6dfdsrNL0JaZrbcz8f1k9uLlt2jXxqrkPtgwsRyLJszXeva096CXTsPYMv2vdLfHxC9vIjJk8Zrnly8e9LECeoMraqu1QXW29tbceLYUXUEc8HjivMVungypxk+9ewzKJFnL52//JKbTq+rvIQtWzbrSLa1Tz6J6TNnyPMhSR2th+VZxRGVTY31uih0pTxvH5Bn5/JFC1BV1yTP3q3okPLmzpmDMXljdOSN89wko16ep7vlnufz5tE1T2BsTqY+y2qqqvHwqlVSzkzRaaU873bp1+8W3rMMKdI/uYYWdc3FkY/vO4Bt0ucWy7mnnnlaR+xwPaKezi518I4rnYDuzhZdoDrSm4alS++T+28SLldcUsdys9z7dORv2bpZP+nOe3/6jOnaf+jY/eCDD/SreGvXPoVlS5bq6Du2PXtZiu6x75EUHbG4cze/9laLJcvuxaTxxToKyrmP6axzKRnTPxiGYRiGYRi3I6PosJGXRP9LsX9f1DVO5EBHrcgrphzyF2Mu/MgXV643QkfN3Ln8asx8zBNDiV9J4VoIGanpaGlqRYW8BPNV9rHHHxfDdJUY85n6xR+OKLkgxtolefEvKR2H5cvv1V+1OSXC/1JP469vX4+5Jy/BkagYBcfUoF6wYB6mT5/MEwJfnN2vm7yO689wMchSyT8rK1tHptAhwS8d8ZWa6xNwkdDJU2bqNR0dnKKShKLisbroarYYuVx0lL/Glk+arJ8sLxVDMz09Be1tzTqdig4rjpDQzxzPmq2LoOqiqxTH61FEGltcpAY9y2gWw6e+tg5tLa2YJ7p7+ulnpLzZkjBJdFeka/lcqa7Sz+dWi+EwJj9fF2CeP3+ejnCgccWvEXFdmzHB+hl01hSXjNM1JfLGFKiDiOt1jJW6TJ0yAxUXzuPQoQOSplgNYzqGdOHfPoNBSpdj6oi/gHNNIX5FiA4IbQGxLXLEuOIoHi4EvWrVA8jJydZfsTk6gl9UmTd3PjLS09UhRMOa65OcP3ce586fU2fWE0+s1k9+c8qSTrNhG2l7SRCjh+vy8BduLtrKL3bRsdbe2a4Ltz65do3oeJnIkiFyFKJobAnq6hpRKYYqRy9cESOSC6I++tgj2ke5lhK/eLNg0UJk5eSIzjrQIvUqLhVjdcpkMXxzdYQNnTPZcp6LWqdL37ss+fFrRXV1ddoWDz/yiH7th3rZv3+fGqJsRy5E7KbkcaoDNeScX1zsuEhCq+ieTsnGRi7826GG8to1a6SPzFLjndc2NLdirBjj/Cx6SUGhThVkO3JETktri66VsmL5cixduFBHcQWaCnDtxnVdSiRwBBjXgeHok7a2Fl0Lh19amz1nrt4HY8TgLxpbpI7Rc3LfVIsBzLbjiJYVD6xEnui9pb1d5C9SZ0OO3KccWRXp7NC1mWbNW4DUnDyRO0llKxyTi2mTytWwPSQGOhdP5voy7E7UiS4MLtsIp0J1d4CfZKeBzT7GaTbUOcP48WViMC+R/i+GtDw36IyjbNVXqnD5UqXojp+zn4Z7VyyTMnIk3wj4ifqSceN0sXOOguI0TY5aWSL5sL3oBOils0a0FXbYUGN0FHFB2HbRUSMdrtJGHd1duv7S088+q4sDU76CgnzpixxRQidYJWpra9AuskybPgX33r8CmdL36cDIy87FzGkzUCr3N/Nvlns6V55vXPCa+uaoJH7Gm32NCw5zNBGfnbw/crjwsMqXJHqs08FmCxbMx0K5z/MkDw7QY9diPfhMycjO0TVz6KDIzkjD7BkzMHHqVHRLbVPSU1FePg7TysdLndPR1diE6rpmFEr/WnbvCtGzXCcCqnNBtnSecjQjP2HOkU2cajZRri2Se6dJ+mxjQ4PGr12zFhOnTdVRL8VyP7Dvnr9QoU463mePPPIoVtz3ADLlXk+X+75Q9MY2uyhpOI1qpvT3OfKMmz17DiZJX+O93yB9NEl0zFFf/KofR2ElsbKy5cikts5ulE+cgjnz5snTXuomZXPa27y5c1ReOno56pEL/vJLUhz5mcHPpMk9VXnpot67dMQ/+/yzWmZHpB1RHQFYqGUWFhRJUi5s3S31LsbM6bMxtVz+Xcsv0vunurYKp86elH7RjoVyb86bO1dHEDn5utSZzn/nHntsNaZLO7t/HWOBuG0qokkR7Nq1G5XSp5csuUfKKQ3Sc3SNd9gkCoZhGIZhGMbtiNi4gQdjpOnLlTt8eQ62Yixw7r17uXRRnCJxTgzxK2LYcrQBjSCuF0InDI1eGgNtLS04d/aMGnR8sedXjTKzxQiUDFgFrr9y+tQZnQbFhV6nT5+h69pweg/Xf2AeDGqwUBatthhhvUk6bP5733sZr772ln5K99OfeVEdMx6a0VoF2fdOH67NQEcNp5u0iDFdIgbwrFkzg7VqOBogSY0pGn490R4d6SPFq0HfIsYPnQ+ZYlBzmgPXpeDIIY6S4S/MNGhpoGmB8sdP/9Cmkq2qTfZ7xBjnlB9OleFimcxz6uQpOrWHn4blNYRr+tBZcaGiQh0rnNpVIAYVp/FIrmht47SKVjVeOMqCo4v49RdO2+ExR7jQ6cGRQHRU8atR/LX8wIH9eOKJJ8QAnkGJtCzncBAxGcSY7mzv0qlINMAK8gulXWlg96jBxqlVtVJvGs2FhflifKXp6AZOFWJueXl5OmqAuXJ9iIaGJv2yVUtLm05F4afXdVFaOa/OIm1Twv7l6s7pA/xUMEdacCRITm6eyl8yTnQkeqW82lqSnJ/HrqquVucOdU7jn6NKmFddXa1O06GhxTVS+AUofjqc5XMxUuqe7X1J2oNT+TgaIl2MYOqcuqfjhCNB+HUY9nH2400bN6rhfc8996ihGZM/DON69WtY/PQ5HTPpGZk6UoxlcIoFA/Ovqa3V+haJsZ+Rli46i7qRZ2dPq275aWM6mzLSs3SETJLch/6rWXovUBtyPafXcNoIRxtxPR7eC5MnTVLjlIuqquNFymP/4tfG6JDidLrcnGzR13gUFhUj2h1FXX2jxPeoM4FOSa4V1FhXo30gNy8fSMtCe3s3Tpw5q1NfJo4fpyN7OHronmXLxLhdqGVQJi56zY7FKVb8wg8bbGywiC0doEzHTz7zPuDaV+zLHBHHtY8oY11tPfgJ8JzcbOn/E5A3JlvaqUsdhvrFMDG2OVqGDkvqw02F68UY6YMpokv2Juc45Z6EoK3k8aFrK7E9L4lxzzVY6GyaMWOmyqALgUv/Zv/idRXnL0qb1GouuXl0MJWKYZ+LbrkZGhuaRcYuZGfnYmx+vjoe6qXPcxFwjjjiSEHey6flPuQaK2Wia8I24kg3ru1D+Mxrbm7R+5prwdAZmJ4uxr70E6m0LoTOfU7H6+xybSkZI0+eGdlS31apDz9NnSTXlPE5If/1dLSgsblVWjAJWXIPsQ+yHfVOC9TRTseoXMc7yj1ro7oQNqeNcoojn8t0tOri2rxG+lmjPDtPnj6lXxXjJ/y5PldmZrbr13I9276i4oI+G3NFNjrhuQZOt9SDn7nmcBqe473IUTvF0vc4gkvVLdeyfelUT5J+Syc3+wqnb7Kvcw0p3hdcUJ6jfNKk/oV8TsulHXIdR/LQUcQ2nzRpIkrLxqmDigvBc0Fz6o2OHa5HwymfdXUNEsepviXSl1JVL1eq6kT+s/LMatRRffwyFBdz5/OlU3S+WZ4Bb7z1BuYvWIjnnn8e44pLKHkC5Hkv5dbUX8ZXv/51HDt1Ab/8z/4lVt271Dls+DDl1DXX0QRu/XPQxxmGYRiGYRi3G6PrsNGc5Y931uh7oxiI3NV9MSDkpVxfLJP4culgav+KKfaWphUbrN9rJ9NwQUrGcV+/8CR5exjHX7adQcvRMfLaTY+JXKGODHn5dUaqmJEiwg9++Aq+9a1/0F/E/9W/+g1MnjJBy2U+DCq0BO8EIeF9D9XJl3Z+ZSl8mvE9fKEWC4+OAsJPuqrhkOIGtYdryPTd3Z1aLIfOEy4+rPWQfRpcLL9PBgqpJ3hdt45kkcR6ioLEcnbQGKKhSqNFP7mtCfzaCM65RfhVHtVtTLXquNizZ69ON3rooYf013TG6SgXyYcyszVYB5XPNy1V7ppAnTXa5IFgNKK6OdpBDCA9lhDp5VdrJE+R1dWbF4QuUnrlWmbmrlHEUGdqdi2WQRHiYVr9EZ4Hg6TrkbbkCdqYHl27Qkhjpwygzul881AHLCVRHyH81X7//v16DRckplOD9OksgO3kDn1Zrn0I09JB44pyIwc0qURERZfOMA6Xrykdolu3do37yg7zpSOTBq1zEIYqHIYVC/qOWzSc5qKekMB8aFi6vCkP4ZTDXrlXOWrDySPHXC8pOV307uTj1Y0N9Th16rQ6Xfl5dBr41AXryfuY5XJtH5bD9Z10MW4eSRo3fZH1CfKTDsZROXT89lOBwsVsOyUl9ccFp7noOFdr6VHnSkoyr3GyMx9dYDaUiT7OAiibXCzpY33BIXoQeWlku2t5b3BR2/7CyNMJnb0dkmcSMkQG9ls6cFmEnxozELznXN1jZas8WpY7Vjmko7Mf6Sehfd6hvkE98K9CxxirLjqRPRFQdBiV/GPJBfeM43Q0/4ihk4/nB+rvffCm4/0qSJWRxOdUHHxeU06tF7MbIE/2Ae/8Ibwt6cTWPuMulGebBNllDV0/4mL2LFNipAw6i+nAcg8j3tvOuc9r+jIW5Eppzy6VP1Wf1y699CBtZ0Tlua79Xa7hIR9Jvrv3IypyR1i0Tvd6+Ucvo7mlGZ/5zGfVQant59vQKzegpb0JmzZvwHf+4e+RnJaDf/4b/xZLFy5AhiRzDhvJVAt01zsZue2fj2EYhmEYhnH74N46Rxu+P/a9OLoXe30p5Rs74+SFlwaFLqYYBL64cqvv7JKE7/lyqFlpkAMaHXR2cMvFPfWFPAiaD9+KBTocYi+/7nwfEs8X/OnTp2PFffciOzsLlZcr9VfXcH6e8HH4fCw4Q8uX0xdomtGokfJ4xDgaUM6YY/0Z57cMNBT5Aq5FXYU3jPrSh8pTwz2oL/UQD9Mwbxpc/PQ4y3JlOx36BV95qdOdv85dyxEkHDE0c+ZM8CsnhHE811/gYJ/R/lSw32ff9h2L4ant6GTTUThBIrY9WzJIGpz35QXZBm3tM6Z6vJPJyR0LGuc2MXy8bN3XxdyxrgkihK+lXHT+8dDpiTp3DiovEzOM7TvCxxz5wGklDJzqQfx5n0+iY99GzJ+B/1EWGouMZ5/nVtde6isult7fazRoOX2NtyCzYz7aV+L7FePCBMfeGcP8ggyCLXd8WzJOdMh7jPcEDfWg3URC12ZsNgl0gtCQ1s9oT5mio+hoODMt+yP1y+AF5n8sxz0DXN3DQZ0jffFOLB8I71HqKE2MdefwcE4EjspTg1/vCfZByUfP81p3McvW/6gq9d6wEiyH+y64cp2jkfe568uMk79BYCtw0W6uG0QnkZrcEk95nNPB5RbG5etCXzrZ9+3O5mATun0X52XgvraDHPtnrPxxW4/qWLYSuHKWlEBfhKbR5Dwlf5hN8IgJxcflRfSED/LHXyxtk6R9NIjT4NKEnTV8ZsbOhfKQoH2M92pwv1IedXKpvmMOD3cZe7ykkWsY45+1rh8HumOeLJcpgmO2EP/yP47Y4le0GO9yZY6if9E5j3TfR1ONjJdjF5gfy2Hd6BCFLsTM0XlcyJ4jh3gp24XTT9Vpp5k5eB1HsXG0IhfhX7Z0KYrHus+Ou1oSJ4+TIxZrGIZhGIZh3L6Mzggb5hifKw0bNW7cS20SjTV9t+QfZyzKq6xe5n/NphHiX269lC41oVHmDvyx/pWNd2bweu55w8Jd7eCoDZeH+2Q0P8976dIVXU+jtLRYp5zQWGeuDLySwavLl+EJx3sjii/ZvMqn5Uu/5sEc+9LrXwnumNE+HR0HTOB+0XUpXE5M59O7rZYp6enI4L43PKhX6rNPhr7r3K/zzohwcvCMnpaXfad35inH0m59+5KKBrR+hl3S+akRnPrCNOrgka02NQmq1k9O2ec2VhkJIi6NV52yoOddPnqaBcu+q5GrE69xIyFcAdrWss/r+vLnGVfsgOhp0RuNO15CnXNkBkdIeVy9RQSJ0jS8iEH2WVbMcHWFUffc93Iw+GPfLhyRw8WraTDya2HeuRAPy3P9qD++fq59XZ7qyBLZ1RFIw1vxwrL8IB8tRq7X61w+7pzXmwteHq2D7slxENd3Tv+4s3qg+Ui+0n98cVoMlRblp8lFNyqa/Imyn8hFzErsZi6oyq+XcSoXp/F4PbK/0SHlSonJJdJqu7k+7EZG8AyL8us+UR+8xovoMtFUEthneezhActk/ZzwbqSN61/uOFa+y4dxrq8yXnUV7GvQFAEar5V36K5zFMmdI2mlfLkg9rxivNBXHnd9G8X2uaWOWP9+ziveE9qv+/dHbgmdN5qTppN68oD15Hk2Go9ll9+O467WjRGaD+vskhKXZ0w291cIzvehectZJog/F+CmuMX0pHmGCwugw1GfkRLP/s4mo8YppeYflMFL9ZnBc3qK1zCxayum41XuXwvZl7Sahof6IBNZgusJo+m80Rjte8yXupSr2KeZn0sa5E3d03nnSnBfGgPOnT+PDnkGjC8fr+uKsYexHTnqh45DfW5LnF4v/3VHOnHq9GnUNzRgXNlECROQnZGOdE3EfiSZqt7Yxnwesu8ahmEYhmEYtzOj67Bh4MskSeSw6XvB1GiaT24/wL/8hyX0++5U6EQAq+ONYveZ6iSk6a+o7lyQpTNS9MC99Cenxl5uWYY32LSE4MXZX+rlCuMNOm9kOrW6F3ni1cxLaVw6AoOBe8GWUzKYli/sDsa7dLE83L4/5l/vlOELP+MpR/w1xB872YJdgfXlr7qUl44QV67ES7XoCFCnAKOCy2nfMSvnqKGhyLLdSe73OWwEpnMGhKsLM9H9UH60iThlTPVOQ4pWq14XyihAjVCm4X9BHcP1Cx/HcP1OCba+6/mRT4R1oAw0fH0W3PJaf8x9iklcHi5DL6vvf2Ejn/C8Pzd0mKfL92oCgRSWxWMfPO561599PpQhPl1QoSA+LDMR7clfSeOVRkPZE/YwSP/TNGGHjT/Nfs/7g3mx/eis8cXKJb3SacLt5vXHLT9vH5ZJ7yteI1nRwKVaqVuKFZE/qbLvUrMu7hqtgkY6fXAKmMuSx77OoX4SwGt5DySC59Q5JNd6XYXb35UjxzwvcSxHnzeiM06PkrtO0yaLEe+LpRReBhUpXqAAlseyuOV9T9yIkcSEdduPfgUzyJ8gjm3CD/OrA5fHdKbIf76OTjSfQYzw/d8PyiAXUWaVx8vkMlJ4zvVXno61e39EnxLNLsKzgYoVTkcijFPRJJ4b9ju2ggvBOW5YNvWoF/h+J2ncoUOSqMzSbpzuSR0wP8rpfmAInvuBw8Zfy2qwvflzhD4XNVL/stHdNkBLlTw4jY79nflGpV112h7XvQnK8XRK4ELraRKvP0Cw4sG/Gyqr5OG2/csxDMMwDMMwbh9ujsNG3xflwL846jn5w6BxEuR/Mdf15TL+JdNLyKj+0vY7UPy1DHzx5isyPw/rruMfvhZrcXLIDPm/pGIaPePwBoPGMT9uuM9tIFtYdX4/fC5ROuboohnnc4wRn49LM5R0Dh7zXP8yE+HqF4NGqRhmamkwOB0yG+qxb0oFy+P/QbF0cKizSC4JVKb7fQabbLnr03uxtBgSnOcF0aSYgUuNq5EsJ70zxUM5vNEUz0B6YbSXz09zikcvdZdrPuoYCsndrw489nXwFwl9Ogrw8hDGx8vlGUhul/dA7enSxuRiGieUz8fFseLOYRZLw/PhssL9If4c8+NfuZaX+1NxMukptaAlf3r0GMfDcHrZFw25OCcWT2h8VB0oPjGTu/zjHTYOqUtw6PpMkFY2mr/sOwPXEdYf07preMR4n66vQTV9IlkGIqxvt8/gy3H6Zg4+m2SVQQ6CIpLgHDa+RDmrW388FLyM/fU0NGL3UiBgsOEzWe5K1b/HpXRt6IoMEofQND4rX2khXk99Z/xxKG0i/DXha/0lQdb9nkMeJqFO5SkmsmkOLpb/SwZueqC7wMkgIehTCg/5PHA10y3z45GPYeClfXIE+14+oud4HE5IZJdrMqksEvSZKtFulJT0FzpAXUqF+7rGkKTlnZbM/Hjv0SmkI2soi7vC69wwDMMwDMO4/Qi90o4gfD/0wXPVS6McB4ZMPIleMH0Ut+HTTBtOH97nr8D8JVsJv+3qr9qM4Lngeh76oMTyGR365+9f1OPrcz3wev8LeBj3y3EYV2E/eoAjBQjT6a/CjJYkfspNn2pkxxtF+qtxUBS3fn8wtHquaEdfxk52QmMoHN8PngqMEU/8cSKYYtBUctLXQdOFE8u+r/PgmcjpoC3JcNvSXxsfEsP4+DRuG4uLnYvf9icsp7uuH7zmqsD4UKC3xNdXzms5/dpaDvy+Hl8NnYa8LrGMienrM3rN1feQc776Qrkfc/DEiKVPhM9zoODhvpfDHcduCEkp9xLvJ3/eG/zyl4deTIHuAI6/cZH9GapuBkvHcwzUt5bAtBq4H2yCaqmzhhHSvrGaShTjrpM+nfly44jXaz+8nB7uM0oq4u/RQZ9Dmj4uD8Hry5eraywlSEc4fTMRiURm3EBVicc9i12B+oOD1KNvNJP+584ylWYp8nFkJB1r/FfNTf0yDMMwDMMw7hRG/ytR/kU1/MLqz4WR81zccqRhlgz6Hqz583fJiOzSCOHaMLFC+0Tqi4q9IPt8BjIihq5Gn6PPdSD6lcqIhAxo1IRILBvjvNERzuPaZQ6Fq+zha8CpFxxhM1S9+ClR1+bG6jE0hl7Z4fcfxvtwbb3EgsdfG9YtDcCB0vk0/c/TgaDGa9/5gQjOy/8cz0Crvy81T4XRNDEC18FVUGdX9yeRqF/G7lrusVye6jvdD6bzugij4xTcbpCLg9vEOQ2N8PXchvP28U5PfeguzW8GyuQcqaOBlyZZ/ngJNE4OuGUcz4VxovrUYWIJh3v/D59w+18brZP8RyeYqw//MAO31fVw+tVJ4vsca7H4+GeOewoNQxDCLOORLLRXBs8B5uhypQOSW70D+wLRfTp1+mLcNc7xHlwt+V39zIml9+kMwzAMwzCMWxNvoYw8fA9M9C4Yflf0DJR2xNFX3AHL4rvygHbzIAzdWePx6bkdKBC/TcxQnDVEDd6EgdNM3FQT+T/Y+sDjoYWRI1zvgQLx26EQvu7W5Nr9J1zvgQLx23ji4xOlC+czEP68T5soEL8V+ozeEKFDGt09EuisdSPiYsH3xaETV851wzIZfH6+DtcTSPzWE3/8ERKoWaWWfe/SGpr29Sq3extA53CwF7eNJ3w+HEaQuHu//zN44P5PlyRXFeI6SO6LZ/JPeTJHVl6rxeLr0r98wzAMwzAM49Zi9Bw2hO+OPsS/GPr3ymu9X44U4XLsHVWgQtj8N94AA9gUwydsQ1wrDJvrumhESWR8Dd/ZN9pQRh+un6trlbiejB1opMRgBuuNceP1u5PwmmA7aAiOSfxImYHa6nYjvh48vKpq2jnjQh9MPTLPz2uTuAyVgA734D/uGYZhGIZhGHcWo+uwSUT4ndLvB9vw4Y0G4rdXk/hFm7bhoGsfDMDwjUqmH2q4WdzMsgYivu6DhduLG3M8xNd9sJAIf873+0TpfPxA5wW9QYYYEuXhoxKcuibXvMaXea2E4XTUhw+JCKe90RBmsHMexvv2Gj3CEoT9EeH462J0xb4BfM0k+H6q277YED4mFtx/Dr8dNuEM9H6JHYa38WjyUIjhjsJ/DcMwDMMwjDuD0VvD5pYlPNg/3lDzqrCXXuNOI94c/wiIf9KIGIPdjaNLAmFGlevRv7/m5rbXVaV+NGIYCRiZprievmgYhmEYhmF8FNyFDpvBXlbNMjGMm4mZjoZhGIZhGIZhGIm5Cx02hmEYhmEYhmEYhmEYtzY3dxaCYRiGYRiGYRiGYRiGcU3MYWMYhmEYhmEYhmEYhnGLYQ4bwzAMwzAMwzAMwzCMWwxz2BiGYRiGYRiGccPcrUtj2pKghmGMFrbosGEYhmEYhmEYN8TdblIkJdn3Lg3DGHlshI1hGIZhGIZhGIZhGMYtxi01wsYG+xiGYRiGYRiGYRiGcStzs0bV2QgbwzAMwzAMwzAMwzCMIXKzBpuYw8YwDMMwDMMwDMMwDGMY0Gnjw2hx06dE3eTiDMMwDMMwDMMwDMMwRo3RmiJ1U0fYmLPGMAzDMAzDMAzDMAzj2ty0ETbmrDEMwzAMwzCMO5Nb6V1/KL90j7S89llvw7i7ua1H2JizxjAMwzAMwzAMwzAMY+jYosOGYRiGYRiGYRg3gP1AbRh3Lry/P6p7/KZMibpWER9V5Q3DMAzDMAzDuLP4KKZEGYZx5+KfF+Fny2DPmZGcHnVTRtiM1nwuwzAMwzAMwzAMwzCM0YIOm4/KyWtTogzDMAzDMAzDMAzDMG4xzGFjGIZhGIZhGIZhGIZxi2EOG8MwDMMwDMMwDMMwjFsMc9gYhmEYhmEYhmEYhmHcYnzkDhtbod0wDMMwDMMwjBuFHzqxj50YhjHSJCcna/gouCmf9SYDFWMOG8MwDMMwDMMwboSBHDVmaxiGMdJcyzE8ko5jmxJlGIZhGIZhGMZtjXfMcGtOGsMw7hTMYWMYhmEYhmEYxm1P2FFjjhvDMO4EzGFjGIZhGIZhGMYdiXfcxAfDMIzbAXPYGIZhGIZhGIZxR5LIWcNgGIZxO/CRO2xsJXfDMAzDMAzDMEaD8Jdd/P5H9bUXwzCM4fKRfyWKmJfbMAzDMAzDMAzDMIxbHftKlGEYhmEYhmEYhmEYxl2MOWwMwzAMwzAMwzAMwzBuMcxhYxiGYRiGYRiGYRiGcYthDhvDMAzDMAzDMAzDMIxbjI/UYWNfiDIMwzAMwzAMwzAMw7iaj8xhY84awzAMwzAMwzAMwzCMxNiUKMMwDMMwDMMwDMMwjFsMc9gYhmEYhmEYhmEYhmHcYpjDxjAMwzAMwzAMwzAM4xbjI3PY9Pb29gXDMAzDMAzDMAzDMAwjho2wMQzDMAzDMAzDMAzDuMUwh41hGIZhGIZhGIZhGMYthjlsDMMwDMMwDMMwDMMwbjGSem/SIjIDFWNr2BiGYRh3Infav29JSUnBnmEYhmEYxt3Ltd6JRvKdyRw2hmEYhjEKRKPRYO/OIDnZBuUahmEYhmHcTIeNvX3dBtCpNdRgGIZhGIZhGIZhGMbtz00bYeMZrDhzOCRmOL/S0ps3kh49wzAM4/ZhNEf12Agbw7h++I47nHc0eyc2DMO4dbnWs3wk7XF7+7rDsH/gDcMwDEIHSzgYhvHRYe9nhmEYxvVgI2xuA4bzi6m9lBuGYRiGYdy6DOWXV3snNgzDuHW5mSNs7nqHDcscSYWOBuawMYyby63+TLhdGOiZnki/H8Xz/05kNPuutZFhjAxDuU/tfjMMw7h1udZzfCTfx8xhEypzNF90b4Rr6Yxy+zTmsDGMG4f31K36PLgdSPTM8nED6ZbnE11nDI/R7LfWPoZx4wz1HrX7zTAM49blWs/ykXwfu2sdNiyLimTo6enR49TU1OtS7k1WYT98PbwMvk5D4aOUezTx9fe68fs3m+G0w1DThgnX6XquH23idX4ryjgcErXT9bbd3YjvD4PpK77PeEzHiQn3v0R90Y/O9OeG49AfqC2Mqxlqv+VxOG34fHwe/pxvu7uFcH29TuKP47lR/dzKOo7Xx43IGZ+Xh3H+OJx/fHnha+52htMO1BufxXz+Due6m0V8O98II5nXYITLoW5vVrmGEeZafW4k+6Q5bCRwnzd8d3c3Ojo61IHDB6uXZygKH47sw63ncBp8uJ1juLIMBy8Ly/D71G2i+IHk8Oe5DadPhD+fKA3PxV/vywzH+7jBYNr4vMLXh+OHw3CuYzm+LB+GIvvN5kb0cSsRr1t/fK363Ql1Hy28DsNOBO9gCOvNdHj9UJ/UH3Ud7qtDcdyE0yfq5779RpLRyPNmcC25ve58W3DrA499vyf+fHh/OI622x2vS68DD4+pJ9+nyUBpr5eRyudaxMs/ENc6f6NQDi8L9cp+5vtauE8aQ4dtFu6XXr98901JSdH9u43R6MfhfkvS0tKQnZ2tP7yP9n1jGB7fDwfiWueHgy06LPAfKDprTp06hWPHjqGtrU1vfC+P/wdspGQfbj2H0+BDTct0Xo7hypOIcLk+P+qtq6tLdZuenq4PUv6j5V+4fCCDyeDTMY1Pnwh/PlEanou/3seNBOE+MpiMgzGc61gO9citfxFINEJspOo3XCgHy/b6CMvlz91M4vUyEEznXwDYppFIRJ24jM/IyOiT3YfBYNqhlnu3Qd35ZwGhrtmH/bPB30/EdDh0vK78lvrk89c/I6hXnuP+YHpN1LeHGnc9UBbmNVL53WwGktvXyevd15NbPlu4ZVv4dD54uM/nOtPcybCe1AXxzwSvF75DcEuDjLA/+7ReV16//ji87/HXeHg+Pi783BlN4uUfCK+L0YAyeD1Rp4T/xvFdjeXymZFIZ34bf264XKvutxNej4Rb6o5b7zzgMWGf9vcy429UhyPBaMnBfD3h/ZHCy9zZ2anbKVOmYN68ecjJybkl9GrcHVyrr41kXzSHjcB/pOmkefPNNzXQQJs8ebKeo7J9GEnZh5p+uI19PZ1jJPQeLtfnx3/0a2pqUF9fj/z8fJSWlqqu+YBlev7DxWOmZxhI9pHQwUB1HIm6jxTXqifPe3n9PnVLHWdmZqKsrEy3/uXAp7lWvqNFWFYvw0cly1DwcrLfer21tLTgwoUL+uI1YcIEfaH153z9SHif5zzheMPpxuuXgfptamrS50BBQYH2X8Jj/2wwhgf15rd0CrD/8t839t/c3Ny+cx7qOL4/E38c359Ho3/78sNljlTeN4uwvOH6MFDfPo77NJCrqqp0W1xcrEaGh2mY1hvrTO+dF3cyrDNhvRlYZ+qnuroara2tKCoqQl5enqbxab1OeOzjhstI5DFaUDbfH64Xf73Pw/crOsC4X1tbi7q6On028B3N/7Dmr/H6IeF9IzHUkdcx9cd/46hfvjuwD/t/424lfFuPJP49lIxUv/H9kcHLy/5LHd9///34xCc+gZKSEu3DhnEzuNZ9M5L31V3vsPEvrjQavv/97+MnP/kJxowZg5UrV6qied6/bA0E5WYYasMMtZ4+z+E2+HDSj4bOfZ40Fo4cOYITJ06gvLwcy5Yt05FL7e3tet7/cuh/jQg7cMJ4Hfh4vx+/9ecY4uF5nyZMorjrYSTyGUh2wvzD53zaw4cP48CBA/oisHz5cu27/mVhpOoWZiD5iJfRl+tlDO/741sRyuZl93W5ePEitm7diqysLH0hoHEVTsP+Gn45Y5w/H398N+N1Ed5Sb5WVlfqM4P6CBQvU6UiYJvwsYHpj6Hjd8Vm7adMmNRgefPBB/RWS8T749iD+2O/7eMaF48PHI4kv73ZkKLJ7nXHb2NiI3bt3o7m5Wfs9fyCiAR3Wr3+ukNHQ962I1yPrzjqz/+7fv1+fw3PnzsWcOXP6RoB4eA37e6JncTzheL+fKN2txEjJ5/sQdURdecfM3r17cfToUUycOBH33HOP6pdpmSZej7e6rj4qqBev3/CWuj558iQOHjyo72jUL3+8DPdf4q+/WfplWV5OX7Y/Hini79GRwOvIy0xoXxw/flzti5/7uZ/TfmwOG+Nmca37ZiTvq7veYUNlMvAXnO9+97v44IMPsGjRIjz33HN9LwE+zY0SX7/B6htf3lDLZ57DkXU4Oh+uDuiwWb9+PbZt24bZs2fjmWee0V9xwkOc/UsWAx+yPPYysTz/0Od+ON7vcxt/jiERPk08A8V7EuUXvma45Q3GYHmFz1F3dHCtW7cOb7/9tv56/vzzz2Ps2LGalucIrwnrkPi8hiOfTx+WIZ74fLk/WPqbyWBy+HNh2Qn746FDh/Dyyy9rv/3Upz6lBq//5Yh69f2X+OvD9Q/nZ8TwuuHLFp+5/CV97dq1+pzwOvNb/wweLb0yP8I8b+c2i9cR+y9/fXzppZd0lA37Lw0G9ldfVzJQfcN5ecL7JFzmcPHXhuUIl3m9+SYinF+4PM9IlhWGZfl/07jvj9ker732mo6yeeyxx9TZTkPZpxsqoyX3R0G4XRioJ/5y/sYbb+gPE6tWrcLq1at1pALfLXzdvc7Cz+Khcjvob6Rl9Lr1P5ZxVPmGDRswf/58fPzjH9cRIDzn2yO+P3p9xxOWM/58+NinG+l63SgDyZOoroTxg9WZOmb48MMP8c4772DatGl44YUX9B0tPPrE5zNQOaOFL280yx5uG4fTD3Yt5fUy79y5U9+D6aj5whe+oM5vc9gYN4tr3TsjeW/ZlCiBD1XvsNmyZYuOrnnxxRf1ph+KssMPD9aB+74u4f34OH+cCJ9n+Jr4Y+6Ht2S4LyzDwctAEslBfDyhEcaXATptlixZosMVOQKE8cSPqPEy+5eIsAHMfYZwGYTH4bKuBa8NX++JzyNcjt+nXIOVPVje4XQ3gpfFw5d7vrjyZfaHP/yh/iP16U9/WoeDMi3PU24G/3KQSMbhcr31GSk9XC8D1T3cdtx6Obnl/c9fH7/97W9rv+WvNzNnztT+6/ukT3st3YbzvtuIr7vfZ9+kQ4yGK+NoLHAOOvfD6Xn9tfQ70oTLv10I65nPURpely5dwte+9jWcO3cOX/ziF3WUjdev12n4eeuvj9d5OJ7tluia4eKv9WWF76kbyTcR4fy4T/xxeBs+5/cHI1G6+Liw8cB4ts3Zs2fxve99T9vn2WefxcMPP6xOeD6rmSZ8fXz+PGYZPtwpUC+sj+9b1Icf+czn8Jo1a/SHNP67x2ewr7vfhvtlIry+EunT4/MabXyZ4fJ8u8bvj4ZMzJ/6Zn975ZVX8N577+kIhc997nP63AjrJLzvoa7DUMb4uvjr/Na3j0+bqF6JyhoNfPm+vIHkIeG6+GsGkpPx4bzYh/mDGnXMHyM++9nP9v2oRuLzGijfm8FA9b8errceXnc+DAT7ki+DNhvfIajXz3/+8/qjmjlsjJvFtfr6SN7TN2eFtdsA/4Cgcv3DwCva7w8WPH4/HD9Q3LVCfLrwsd8Pb4k/PxohTDgunCYc+ELg/2H3x9yS8EM5HML/oMe/wIfxZQw1EJ9vOPj4wYi/xofBzoVlHwl8HTx80fKLVvrRNr6u1PlAcvj4mx1uZcIy+n2vx3D/9XoN43V+LeKvu5sYqO5hXQ+mR5/OwtADnw/+3vf7vi/7NIzzacL74eNE8cwvfOz3hxv8tT7P+HL8/kiE+Lz9cfzWh7CeBgvhdPFl+H3WzdfPx8c/WxjC18bnFQ7xed0pIb5Oft/rZyjvD/6cJ1GcJ3zOh5tFovL8cfhcfLrw/lCJzys+sB/SwPX9kYTP+3YJt4/v0+G+HX9NfBq+ryRK+1GF+HoORHya8PFAIQz1yn7Lre/Dia75qMNIkij/oYQw/l4n3A8H4q/hMXU7UD6GcacQe0IbCv8xIf6h4LfGjeEftP6lwD9Uww9ZBurfBx+XiIHiw/jrfQjnzeBfJHjO78enuZHAfAdisHOJiE/P/P2vjN5hkwh/HbfhfY+Pv1XCaJConKGERDA+3L7+2O9bSBwG01H4JX4gTN/XDoRb6ofBP9v8sddb+Jgh/Ny71nPQX8/tnRa8/m40DJRPWI/x+DSD6T4+hPO+E0J8vfwxCb83xJ+PD+Fzfj9+G79/s8NgZcefu1GZ/TXcxu/7wHczbsOE8xiJcK2+zfLjtyMZEuVJ/HYwEl0Tzi8sd3wYCH+tD4niwuFuIFF9B4rzxJ8zjDsVc9gE+JueD1huvVfcuDH8g5S6pFPBv3iFdet174MnvH+jJMorXJ7fD6cL7w+H671uuHh5qdOwXsO/RBpDZ6B2oy5Nn6PPzbpvDKdr/2+dDz7e73vij+9ERuL+DucxlPy8rr1+E+3747uRcP3tfWzkGKhP+XeI4XKtPurbMT7caSSqk3fYsO9a/71+htpf7sR+ZRgec9iECL/A3oyHq3+IJwqe+ONrMZy0w+VG8vZOhfhwvXkO5bqB0vh4bv1+WCaPly+cjoSPw+cTxQ3EYOcSkSi9j/O/XIXrEE7P/fjju4nrqW+8zuK5m/V5PQxFR/7eS6T7m63vm1HGSOP/3aIe6bT1DnK/9c8FXzf/cuvTMj58nU/r9+OvH0lGK99r4fUymsHXLRxH+MwOv3OE8boYTCc+3zstDIQ/53UVTuv3fR63Qwj3jZsZEpWbqP+F+2s4xMO4cPr4a30ZDImIP+dl8ffFSIVwnmHC8g0WwgyWXyLi04XzDetpMHwed3LwhHWRSC9edz4Yxt2AOWxuccIPsaEw3PSjiX8I84HKrX85DT9kB9ofaeLz5n78C4U/DgcfH5/e7/tjD/d9IF4H8WG4xF/D/GlYET+NgWnCZRN/HI4LEz5/K4TRIlFZgwXi28r3W+LPx7eHMXS8fv3W4w3YsL6N4UO9hp9NYQdMGB6H014rxF8/ktzp7c36hes4UH3Deh5Nfd/qhPulx+swXndMe7sFT6JzNzsMhNd/ODB9ongGn194Pz7Ep2X4KBio7LBc8Wnij4fCQOkZ7/VAwv06vn8Tf340ws1gOOWGdcZ9r6uB+o0/F05jGHci5rAJEf8wCB8PFobC9VxzM4iXa7AwXLzh5UO8QRb/0I4/vhYDychcfBgIpg0/4AcLXtZEMpP48+EwEInSDicQykb8CBvGx8vsCe8PBX99fBgIX+6tGq4X6tU7w3xfSaQLX0a4zLsthOsf3k90jzHO4/XpHY/h/vxR4+UN799KwcsV3pLwMzb+eUvdh0fSJMKnjw/GyOB16duR7eDvk3h8mvhwpxPub35/oD7I+IHO3S0k6iPxwacjA937Hq/TcEhEonTXCgMRL+9IB1/GQAxV1kT5Xgt/f4evib82UfkMdyK+XvE6IeG48LMxUbwPA/0wYRh3CuawiSP8QBhN7taHin9Ij/Q/QsxNcxS9+n1/HNa13w+3cXj/RriZ/7COlMyDcfPqw3r4cGtBHQymh3A7jHZ73GyShtn84frH64TbcPBxYahnOhcYbgXC8sXLOhyGq8fhMJAuie+34S1faAnT+3ArEZbrZoTRJD5/Hnv9e7yBMZA8ieLuNthvffB4vdwq+qFk8WHo8J0l9t5yPQxVDzdbb4na7qNktOo9HP3fLN3f6XhdhvVpujXuZMxhY4wa8Q9T4o8TnbtR+EoQ7WWe7NZX5z1arwzhOt0s/AvQQC9CI6Hfwa5nqT7cGCwjPgzGyJQ6HG5Ou7KMxP12dElcLo98GG28frmlARtv1N7O3Ew9hgn32Vtfnzf3fv4oYHuE+3mi4EkUZ1zNraYf9uKoiDTU3uzSsQ4+8D714daq241gfXl43Kiu7vynqcP/uBMeQXqr/NhjGKPBnfNmfJ34hyO3N/vF1v9Ddq1wJzCQg+F668pc5BHtDjxyvcYwn1BeLm1A3LmbRZykSj+5Rhj/D9hHw9DK9fWPD9JAcceO5JvfbDeN2C+srOTNrOjA5fXX/52hfD4z4v+7cRLn4TWmegzuxYG1PfLEP0+H83wdKlq3UBge4auGf/XtwED/rjHOv29w6499+kTXhPGaC4drM7RUMUY7/dAZ6N8zryd/frAwulCOoM2CXZZ4rVJj5+UC9oekZIkL3mNuAtfqZ3cTqombpfjrxPepgcQcKfGHUk58GAnCzz8fhsro3+OG8dFy1zts4vEvTcbIca0H6dX6Hih9/3ge+RjmkCzlJHP+QW+PhGi/36m41X05nfgfgnDe4f0w8fE89nF+Pz4NCZ9z5/mXvwVoEFE4MMidGRpe/o+0rw5HYNdCulUtyGFUZI/KUTT4z+31okf3nG5cEWyvIAeJYBN/hLVWbuzlQDXgdvv0EotxcaNdw1i54ZI91H1Eksid1Nc/E/16fPWVtz690oF6k6Sn6VwlH1g56sMHOe6D+4niB4e5Uo89conXIzsy/0vcj70sAzNQioRxcX104D4bi/d7A6VMhNYjCIPC8v9/9v6DzY4jOROF3+NPew80vPee3o7hDGdGGkkrrdxKuqt19/sf92fs89zv02pldmVmdjSGHHLoCdCBAAnvbaO9t8eb730jT3ZXH3YDDaBBghxEd5yqykobGRkZEZWVVUHVJXBZQf64iBUUGNGId0//uwdfbnX5vuzlL/9+5Hd1Te8fbpfbvZQWjHu7dHfO0/NGkIf9PP6VzoGz4NwsqolqOH/+mgONEY39OaZ3815IrKVgZqAQNz6qUy8/fBll3D8YwSq4GIjyQhJSctzjIuO1mr6WmpeWgseFU3214Cngal3VVruu3OV4KAfGhJ25RIRKullZxrgVWszSZDGsAoV4/LJhtq6P4BH8FoFG7ZcCX6cB9kgQLA/4J4ienovR1XijcuSvphAilRiaOXOo6/nPnqqvUCogXMohxvhRqUtShkolc+REOYFFGD/CaJGS4jp+nFOslFulHIYHc3aga6Fim/kVCPPXwbA5VH6qg44CTaalMEsjeQrEPOfNQiW2QTD5IhBcDurB6FhBr8j662WDSr2kdIqWTvkUqix3DJkSwXMDF8FUg0pYmf1SLBXZBUVGVx/wnBQohYRFnhUsxKhJTdb1fGQW1ZOuvLn2Lge6us2dewhe+/N7NRKU2qnoc9wicKqTqU+z6EBHh7Nl82DKZeXo4vK+/TnwcTwKXNt04pE/hhWet5vi5jLyQib0/JktF5BXvzHMJ5/P7XNnwTKVvyt3Du8GqtPOIcsn6hhEX7aVXwkTuqq5C59HsN1zqLS656OLz8KVcxcY8unsL0wUT+rMlat4omGBmCOVjI6RkDnA8rynes+LH/yzMpS/Q5Xn61sKnLt4c+HiKZXJUIOlc6dSOPRnvl99efPow3CB6u1lQBAVPg8CaXXuUOFC5uYNDi8zKnEkI0qGqpdbdbAQqDyHKqNyXrknmLu/MFqZFZht42xe/CE6euvUXc+P53AunkOBPy4XzKt7JcyDrufdJ3rQKWvJX31V0GIS58BFVQyHsyHsE71iHGxXEPlTQUX240RHS8w6KD/yMTnTRapEnS1JqGv3dyewMheB5XTaOPqp/nPyQe2x4u1edZwix0LBtVNj1kVjhADqwPgaI1GeRzlvRzkHhphO0rZUztlRo1jxld4Vazk5sMAqXEa4HX2XE0QOyT6TfwqogJHKaMp66N/Q8dosxzBsdt6roAMRjbKY/Dcv/6q4Pr7P12SnYUXu6T5RRx9nqfggoVKtCro/B46CRrfKpT2I0JGX0n9LRc/HCvD11SkpqnMFV9CAJ4obJi87vdWHuXOPrhY6cWUH73msBlfbuaOB6nAP+AgewW8bSKY9gm8QeEN9qfggQPlqx/Zg/ksVsCb47Uzxq9GBFPgSlc+SFEqeywEixVBKU6yUR7JUQIITlTlmOFlpNg7T8I8Imd5N+BWhz8I4bxk4pSCgcAVg7lr3aR5xMnNtUj421fPP3XPn7s+n9G3SlZ60S02TAVdg3eW8cU9EOBxN4ZAxJ0PQKSCC6r5S2YVCwRw2C/Vl9fXdwhfT69qpQe7P3CZ21JVIIeo5JcChwLXegULcpM86U1mNUDkNkxIhKqshKauhPCPkWbYUWd5j26ysSIxhMeZpqi7RlewgWMLdQ5Avg+eepp4OuufvK+zuV+I5+ikH9X+J2sxiK1ZkfM8PdzwZBMcl7m+O64SuHIW73nKguvuVS+obU1ANnWHs2ufiKY6ZEcxKTsUSB0yBcXIcV5aHnI1se0nL93mcq6sck65M1WIhhU2gMoL0XQh9vMVAd4zfrCR/rTQO1TY7dzWp3CQaiL76k1PQt13XSqNzi0IQbQP0ZZgb95Wxr8fiIedEFE96x42gyPuiX45EyIZKyIuGpJtWlc3V258zPi8LjOv6SHVw5VQqYr9BNKic6ODrKOPjXsDnq2Fr/Mkrn5Onh7W/Uu9ZHmMCJwMcOq4L9EslnXiBZGDG/GGAi+edsFGixobkucqt0MB+g2XOwVzYF8OVj+NCl+ccRwp0DIa5c9XPnbkUklMlMpHq7oAnrjLutAqr4Xa8e3fg6ignuGjm/8wpzpD5dBD95187esynydx91pPHOR4P9DnjzeP92T+dVyF/HLIcIdO5a911qRXqoHLfI6shvBdwY5W5VGTGcqyO9pRxPOB41bVFrSDwx+RaJWzWuUrZGOWcleCNGG9EGVaR9pZAr/PaGCCqJ8115h095TyPeUSIMUreOCPpAZOnkcDS6liFjiuIlbwVdidYjEbLx7Nz4PvGY1jHyp9qa/MHkTddCOvgHQN2n79znKcQoU+vezqK0v6O67v5XD4HvoXiSsnoIvvJleHy8vnMRrwLqG6rtbfCk0Ifxz/IXBoonW8R20nCGFYqKHoaTRlNtQ8bo7H6ikOm0Hxi7WRcm1t4bv1cabQbnf44Jy/1G2E8SWfVQKhkxmMVxcWyUX52T79zoPjBo9WTV9Vo+VbwdqD8petaeQF8BI/gtwnuRnJ8o8EL1aBwfQT3DkHl6baClVGM5jyVABd4Ae4VRr/GRua9N/NLWkMTjpnhWJDiwxApS4ki72RziObyiDOTKNOZgaoj66S5RuXJgWOl+cIqB5vYeMNNcK5cS6sIBB9dE58mQK2M8fHcPbtroYphJqHyszwrCrBNuIxLg0ATYIRGXzgUZcXcZKmpTISx+t0G/AS2GNwvHy+W3pfojmpLpT1GA7VRdPY0Uc9o2ndKlX7jxFpabzWlPBL5NPssSyU3RwWhgIjCigXeKyFZLCLOY4x0iZJGji4e769tS4Fg+6sVhLujreJW4lcOnna61rloJV4KonjQUVYwm8JoK54U18vhZ+OCNJIDxRcQTCWDyPjOI6+NH4mzZVXi6NxUWDkRdUZDJMJ7EWZdtlVR4mfdCQDve9BpEB88OB7zKDoUjC7u3KmbDtyZ59eKEstA5zh19PZj3dNPqVwYkXEcLZlWaXhX5XgshiOUSeoDl97iy7lF+VQoyhlJQyxKiURi+nEi+aV6uvxC5uSxuiitsJLXF4CBvD0HC0ZaKlTaHMywkp8O6us5uej4zfGgxnY1VvjRji6N0lt2NobctaUXbaztvr98/pW6BOtDsDoSXX5z9POO77ydaxwpj0q/qRw7V5kOrRyGq1znQHNFeRRYm5W2ct/9OAjWw9Vl3u0HBsFyfPs15o2GRgvH+7P01P0KGv9W0vqc9Gv9ZXlwXhUqvaVRfEcRo1vl2tdBaP3LMJe+MgYr9LJxYunmaDQHgVzm37gt3E7m3u9c5yFQs9m6O75R+/w85ujp26UW6+FQnLpHgoHJPI+5AvWQPEL5POfpQsWRqv7RKjsnN4o8ak6JEzXXJXM5YgFJ5pVgruHZFSOubfoNonN+uHOBP94r3J0j4d7A6MqK+jHr0J2LxuLV4Pyu+LO8bse5czeOHQ9aOPNwPFsphygedfk79PH9/Xn6U+D0QcC986hP5+Yt6ZQK8nWPRt3nrPVQRa2KcsIO2RxdQjFCHZWqZS6s9Vtqv8ao41/RWUcvD40eFdp48DQUutwdKI5QNFd6p0PM9YHdVx159KASq4+WR+Xo8RE8gkewMDx4Cf2Qw3JN9I9gPmgyWYi28yZIQoiTh+KZm0JpKOUl8DUpS4EshKJEHTlJE0051EQTjhL18pMUH7lx3JOt8MQMMjd6MXOrF4WJKffkKaL0IeRYnYKcNlJMaCxEeNR9Pwic8unKcgaEm4BsEuK1HD5mFDKNm8CobFCpKrKOJaYT2izEu2V7vUfojDvlq/oqH+USY6wk25qgchfLULkrMDfOXM4psTSeFN0eNP9+IX9eqgdtIue5jFf/1Ed3nKLuDHozltheU7DUfibWk8WEVkDlMohOjCLfewvZ7lsojo0inEsjWcgjPpNCaXAQ2VvdSPcPID81xY7LWx/r6dtywoOmn+vLQBkiUCDMUc3RMs+uz5Ev81K+eJRia9ErcbzxKb7UfafsKq4zttxKj7l8Hd9VFCLGd/3BMJ4r3BRYnas8y0f9pHL0hJdGg5xmNDhqslnEc6R/gWqZnDbK0fpbGVeQP0xqULkze1xu8EXOoZcZjib5WdoozIGrm1N49eeMMNFAhn7YUO13Y37+GPR5Ky9HP9FLR8kT9ZvLI0e0fuDRG1kx5pfk/QSNsBjpCPK9nsa7cULaS56w35RO+fq+MayU6emoHCUj9eTT5e66wcIr5x4Cp3cApXTt9WlMZlqrXT5qp3jTy0RD3jU+JMpRYs4Sq7tDoxPR0YtH5mR0Z4Zqt60wJOoVuwIFn0PXH874V+kVg7Qy5vXr+83Q14F0yxmq7yvl2X055VwZnqbecPP84Y03leewIuOtLyS7XJjqol/NX658plUcHnXtanj3UD0fLgbiF2s/0QyoSh0cX1boICQNZtum+0S/QYqkckUyV/4qdLK44mnNtX4u83QRkCYW5laS6dqXqXSWnqH+dUmB1dPui7ddfIF+PaVdCQQv5G4DotMXdYc7p7sXUHUcv6j+PKr9NvuIjo43jW4VPlOtogyP0CIOT6aB/mGkr3Pu6ulDKcW5rFBEvqhXfbXqLow002clsyMxpgojTmLF0xmEB0eQu9XD+bAXJeouZa2gpbIhO5zFLDt4enraLgXvFxxfuPE3KzeM93Tu5KCcjp5fHK0d7+meO7JfSHs/nsV3wbGglddOPvE+4zkZ7WWYwsl5HLtWBM8Fdko02Se00LuH5aDRF0F5OtSff+DngvTD2qpNPA3pgSV1pVAuiyLnmkK5gFykhCyHrWSkaK0HaG51oxuFs2NYdLT8SSceRVs9QHAPEVy82THBo9ftXLjrQz8vuP5wVfQQPPegMBtDQl1X+KwaBYuN9wevwz2CR/BwAKXWIxA8GvT3DtWCNXheDV8I57UoL0Z0E6W7cnuXaCJxk7RTlhSHkYTsL5tseC5hL2cNsnlkr97EtTfexZnfvIP+S1dQymTt9SxNQBkam9pTQsaBzE6BqefK0iYaleUmr9knhbOoslx93BJ+oc6dIuHTKp5bssoSWI5eJ/FKcZlKmp6K6d31OmI9FbnE+CSyN3uQ6hvgzJi3Ja2+zIcFvjA2rD1zqNbyjO2WZmnPWuxamqbdYRxN8qJBlP0UztNwnRzHzOVLuPLOuzj/xpsYOHcOxalJJEiT8NAQuj/6BCd/9QoufnAEo73dKOep0DJPrwaQ1F8T8L3pelT8rdcZ7OmpKU4V5YbtMUXIH+1crTUOrcRztNTKBEtj1+6+7R8h3qwQxowOHo3uDPIKEbNRT83m5YxOKltS5oiKp3fXk8UCGkoF1KfTKHb1IHPzFkJygOZoldijYWZFVGkePee630CZywizec+iStWY47kUTqJT4HXNCL4OgXO1345GQ47ryhh1yugcbX0ZLq3kTCU+r2fTMoY5BEgAn170DHOsx0pl1JCfm0mdZtKt2NuHyZs3kZuaYHaUD+xHxZVM0atVrhjVTWW5/pltB8PMWcOjHDbqdQ+SX4Y6d0FLBGXsU/mUjqLKX0eV7fjRtVc0UDIXrnbTCK2gDCPFUR6uDUInF8yJa2mIjOHO5bShUWooiezKmy2HYL+zTXXhszSxc09zGX4uT8ldvQ7g8prfP4rv0PGKq6PiSbpQhgs5DnTtxo7KFG1EDTsY+LboOFufCiw2990rqCdM8lXKUrlWntXN0ySI7r5q4WoiuUyqEytuMnfPNasSTz3u2m1znB0rbavcczImGE8o2iveHD0FVi/RcjaeS6tQyRfjYUZlUoIqIrw9VNN1ueksUI6aYdQmx0+OvuI1u2k1rvCb9qUir8j4jZSjCMmyHRzB2Kef4dxrb+D6p8eQGR41h414W3nmI2FkmCYnfSEctdWjkTz7ZmQMk6fP4Nqbb+HyW29jgLpLgbqLlcl2PoCmGv2CNLzTil3BUmlu1bY/q74rS+ekwSyfknTGpzwXT0kW5ik39QBC9x2I/romks5zY9inZb6zyGvSVvJldsUHx4j60fOy0hqPMtxWgVv/zQdGuydYKm3uDpSncaRD07EUSqmg8a+7RfYbg+OkX0zzzNAwZrpvIT00gHx6mnTQg0Mng/2DGzsabTk2mYnt48MQQ8aThJhb7emcN0F09Hf0tfPK0aOXUXav0grrHx4XAgvnfcGDoeMjeARkMfJsNX6d4M6z5G8JPAxCwia1u8CvAu5Uj+rrOw4KxtddoZwZurYsKN3tj+cyVGKckWI0IGPap0bvfespNRUMRuQ0TqVHRmQ6h9SV6zj3xtv4/PU3cOvceRSmpsxJoNc5ikyjJw55/slQ0KtUKkplm1LM8u2a8aVQ6j10exfdVcjFYVlaKROishWSkcUJTzm4GO7o4urMTbSaBg2UL+uhV34S+SziI8MYP3ECV995B/2nT6M8M40w77t0LqeHBRbqQ7VRE7wpQFQItIEizX7SLM8+0nv5ri0y2JzKKloyjO3HTArTVEqvvvUeLv/mHQyePY/y1DRtiiLCw8Po++QoTv3yV7j0wWFMDvQye+1t44w75aPquDp9sV4PHzjucKD6uidc5rCRwsQr7VdiKpQdXf/r184Uh2i5KDnj6EtoChFvRxiovUQUQazqFFpnIBlPVoo39xAvVIZ42q1qI1bqoB5SxDjva6VTMpVCgeOp6533cevIx8jc6kE0k3N9xKiGysPy5Y+ldihF7UGCmmvKIStRCtvib5ZL3jK6qH5Fa6dqI0o6RdS10eoo3uGJ4rh39V3P6NfT3ae2UW3/lbREQYiarusv8bkr355MMkR0rqFMqsnmkRgZR+r0efS+/yH6Pz+B7PCIyS/3ehlLJf0jLEwrmoRx5msb+DLXudq7ko1H7DxQD6L6YM4AJihbGx/VEExVuW9MZScL/s2C8Q75xreb5/bHzhc6/pHMRIUvXTzxtmhvDkjxpsVSdsqDMsP273CrJJWn6qH7Jj2smq7F1uf8c6W6XKw+HnVt973cUZ9X6lf5Uxt8/GBZDiXb/VjjfeWh+iuOlU2o0NTl5uti2c6D6nnwXsHVsFKa6kC07rJqeCq59hrvE0V7T385R4LxTBYLbcwoDedVYlCOqOq21wVTiAoO3HzsCnfXwtn6MU/NAY4mCnT3daF0s/H4Z7xaObo92nyet4floukdgdWx0cyjaw2pwHHpnaXiG1FUTgGh+EUOeLsYGMHgp8dw4c03cePoMYz39JHEbGtUDhpG4SA1RwKjahxFtMce5SmoCwxQF7jw1ts4/8676L90GcVcYXYvQN/y2+pSywDLSWNHOaMe2cGNfcudZYgvxXNyakdFnwofiIS2QrIiKxz/ESt8J/5Rr0iueMefk0OOn9VnfmWcR6WgCGB5IWgHPJeTq5v6YXZcKaxyfHhgtpasuFpTCdLBeIHtMz7SiliO39Fx9B8/jsvvvouh06eA8VFEOJdrfyWh5IOTj24sqi+8HHRhpCLp6h8gqWSBShJvmGNH4ZW+tH3WiH4eVajycL+VNHal3AnWgEXAIjyC3xZYiixTnNvF8/eDuBgsdu92aR420Jz5CCog4eInLH++FHwE9wdOkLsJ2j28lzJHw5ETVJKTSy2NG+13YljMIUmMEqXkawKOKQPNQVRwQjSGUteuYezqZUz39wEzM1QICjSCiqaYRkxplfuAKMWVY1VPVO2pA+9ro9sE+7SG8ZMsL660FSW4MvXzl4KBObk/GcLuq1QxjibqGU45YIwYY0aUJ+/ZPiDMw/bZYZjqlT5zBhdeeQUXXn0VY+fOITQzzYlXr/44sMnyAcmSe+FdCTalcKkqZ2YMqY2kL1H9laQBliDttAG0nDfQ/h2kowxby0FJC+zj4UkUbvQQb6E0OIJYnuoa6xSZnkaotwe5q1eQ6e5GOTVt+Zvhx74w1Uz9sQyCtnoc3wtdbgfB/F391Xxxt54akjNMESV/eEce6RQzvnaxbFwoH8tN5BYPa7+mEmoYWkusYZj4W7wm4zTHsrTyTNqnjDDHi+71HDvyXoK3axley1JqeNQ4UikaIzW8H83lgMEhDBz5EBd/8Sp6PvgIhe5ee0VKTkUZMDZ5sEG2bJ/lqMYKVV2teP5Uo4fg+VIhmI9/IljkX8nezqdxw2OC/FYnecHrBO/FpOTKSFIstk1iQk5WOUTiPE/yWEcC1zK/Wl4nSD+1S4a+NgEmaZxhxfuikY1jlmvGBg2tOPssrtf1yONyPhQpW/LaNJv0SRYoE1JZ5M9ewsWfv4Irv3odY6c5zienODak5DJ/1gkF5kG61pH/6xhex3zl7ImRpqpLSIYw0eQVr1Uv4wklJ4qnhCK8C5tP7+C5A50rB2fOzJk1jMdfM3p4JpqJO8U32mcjwXPJRtU9RkNTe4SJn0xRV3sUznM5nPQKmO0/xWs5cHhg/Wl8xuPmFLE9fSRbWUYN6VZLnqplnKTKU2SVz8KdQexqVua4CLPt2k/JDDamMV628tz4ifGo8uRInANHR80Tyr+G8ZOqv1bzsY5WmqLb03bKduYp2S1ZrbHmKEGaM06R8UvsH7VZbRdPCJVSEKSzp7sPC17fKXwOXd+bQ8RqqrbrV8YX20sKSe4meH9OJjh+TvJa9NXcpP5VfuIfe3KuFtm8pnmO/Maj5IjfNFc8r+I004k05qwgRnmhtnq08cAKae7Ta5Ru9Lt7etih/cqUp9K5Eas/3xIXz/Gegy+23+GXBWqrL1MyhieUzZLPBeoRnM9IK8lqjVvR0mQ4u0ZGszleJsaR77qB1PVrmOnpQWpklJFIFzJtMZRndtRdTE5RRjEPyWxGoD4wjXRvNyZuXMXkrZvITI5bGUrn57ml0sLHq0YP1dceVM5S9rEJ5rk4KiK5QY4sjnvodXBRl7SQg8bkLrGW53XmbGBbRQvykJM9lL+WieO9GMO1GbPmxrDmSMa3/YJ0T3TkUXOf+/qkzkUzOSA17kP2+nkdu0djP8HzCO+7lXRO1qksjXL1hjl6mefC7VoYFwPTmRaILxQsFP5FVK0qwGQakaKl7ilAc5HJYs4j0xcv4/yvXsUF4sSJk0iOjqOR4Q0a4+Jf6s1hHtVqzSuSo6KfxmmMtJB8VZ42v/JUumiCPJ5keZL/WhFmD5lUL1LL6d9MS9krOSJd2eYDx7KMI+5W3Png28Yfk7duLnSxlkOvewQPN/g+1vF2KHB8vjB4PprlJ8JC+Qi/CXBn6bxMcCfiLdQpi8X1EMzvTnEXgmD84ES1UF1uB3cbfyFYjjw8LGdeQXgQ+SpPCX+Z8lLOVYJN0JxUkoUsarSvSXoaielJRKcmiOOITo4ikZ6iUaMNa+WMYaowpxZOPEnGr81Moob3la4mPYPINONOTaJBx0zKHDGxMCcrPZ3X5MyuV/fHaUTU5jOozbLM1CQSEyNIjI8gybITmbQZZlGW5xxFqiOVBobV5DKoK2RQQ4wUcgjRELDXIaiI1HCyrGGceD7NCTNDJYOTZS4LjI5g5uwpDB/7BKWrl5AYG0JE7aOhbEocWdMpLssPwX7UeRA9LBymnwoSNHqcsiA6cMImJrI5xFNpxEjvyOQYwlNjCM2wz3Iz1qdOOSexC1QAcjQuskU0ZLTiSM4e5UhkPnWkd306hZp8lmW4t9pZG/vVlx3sKlC35YDb5Xf/GzI6wln9dRaWESmjlsZWNovamRnUjY+hdmwEdRM8zohXM+Q58ZsMnpAprTJMa8iDNfkceXQGyRnyOseExof2BRJvauVYUUYl+VPpa/IVzJFXeazVOfupNk2+ZR5Ga+bpNnsW75L/xKNdXZj8/ARSp07z/BYSkxO2Miws5wTjeYrIyepMwoqzxvrx7qFalgflswOXuwNTWc1IlJJosoLjtpZjvnZ6ArXkvVqO4WRmhrwpJbVg/SuHalSKPitdVyCS/2rTpP/0DJG0JC3kIJZhpv16NM6lzMoxI/okSZc60r7Oxj1pqD5gf8UoJ2qy5HHWo8zyJEtstdzEFHJnz2Psk2MonL+M+MAQ5de07WcTZ9wk6VmTI5+rnpRVCeaXIC8kWJ8k+0fjKcJy9QqV+F/OGslJ8ZAZF6SCjqK/64MK8MSP3y/wdUUpdzlI8rocDEgfOS9Ulgwo8WdNhm0mL9ay7eKhBM+tflOUrzOUa6yn8VOeMps0SaRSSExR/k5Pk/7kYdIrxDawQymmK6+Fkj+NluozGqu1lBe1ExOom5qx/ERvqxfrqg005TiJkqaSp7Xk8xrKhiTTan6oJd1qaeAmx8ZQw3rVUf5KlpiDjRaZDLaEZLH2Y9LGrmnKdznNJjmnsP4RhoWYr1Y9ySCMs/+Ut80DnA9CNHLMdcT5IkwjR3HEU3Vss9odIUpm6ZUSM2Sq6U3wYcF7vm8WuufBSQzfP+oTGkg8i5N+Cc43SWKt5/0s6WLtI23Iy0nOd8lsCnHSS/TWeFIukg3Ouab5knmk1FfkfcocoyV5UrJcTrkk42m1XYzjIkFayKGs8WZ0ktwn/+gBivqyhiiHmfo3Tvpr43iTVaxfnP0UYr7axFxGcpBXbbXT7NV8WIgmDxKsNP6EyS/xQslkpeiZoJyNU6bEJkcQo3yJMSxCvo6IlqSDdA+tcEJFX4lTFkRIWzC9VgLrYUWsRDnD/mrkeK8nrSWzwSM49kF+En3DPC9TR3HyqmQOiFn+sF8HX5SNi8OdaBjkv4UweG8pYHF1VKvLYc5HqmuYOlfE+FZ7otVwDNZQPtRMkE/HOXY5FhOkqTm/SUdLQWFtDl3Spob6U610KNGXfJ6gjqEVoCZjJG/Ee8bXHKdMr5koKv6ljK/Plyi/KJsor5IsL8E0MZYfZhqTS6otZYytxKMaKX1Qo+5uYDE6LUSzYNw7g6OlE8xuPatflaaxrF+NOa2iAeXm9PnzGPnkKEKXr6ChfwhNnH+kX9WR5nU2x1Dukf/kNNQDhhhpW8u0dZSNCdJVr0LL6auHGXICyammBwh1vFdLvnT9IyemHEBF0xv02nQtdYMk9fIajo2E+J+0NZnDuKq/qswZnWekLceD0UkX/JEv2qYkgm2kvQAuBsE49opb4Pp+cSFYKN7t8F7hftI+zHC/dHlQ8LDWqxoi/w+hcv6lQbWgWkxwVRMweL0cxA12UoEKyqlTp9Dd3Y3169dj9+7dy1LGg4SF6re0SWD5IVgXnUt4qi6XL1/GjRs3sGrVKqNpPM4pmALbxxNqNYB7b57pKLn16lNCq2g4wYQnRlHs68aMnlrduoWZvh7M9PciqydQnERsU89YHOEY1XNO+OGTx3Hz48NUEgrYuG0b1qxoQ177pVy/jlx/j53bUlp9rSUWs6cseo/ZjDEppDS8yn23kLtxFdnrV1hmFzLDw8hxktejtGgkjKjih3hkmvDECAoD3cgM9iIzNmwbBUajMSQZR0ZZmErCzOAApljnMJW+pB5Z0DjBhQsY+egjjJ09jQYqss0rOxBta0aotgahRAJltklmgmY0PcWsBk+762yXaNzY2Gj0bWhosHDB8vIC8+Ssqz8z1NlPUrSlUMmoi1JZiIxPItPXj1RXD6Zu3sB4901MDPQgPT5qRk8NaRejwWaPbsYmkLtwGb3nztuXNNp2bcOqA/sQqqsHbnVj9NPjGGIeiTWrsPqpJ9C2YQOKUdKEZepVH/t8pZTkZQRPN4H4V8vRe3t78fnnn6O2thaHDh1CS0vLLP8KgmluB04hoXrFfKUMasWCPdEmj8RGR1C8QV67dAG5m9dQYJnlYRoGmRz5O4JYsobKLvmNdLYVHTTqC/19mLp6FTM3rnNsdCE11I8SDYRQjKZtlIouO6lWyhzzLw6PIkW5VhocotKVRSQ1jWL/gI2pNDE/NIgCDbsou6aO40iGFbTC6ejHGD16FFmOgZraJBpXdwItzSjU1CAcTyBKHrUVNewLe6LJfjFqeLZbgDRBeul8cHDQ+FewY8cOtLe323k1GCsLK+mlAMbZzjqWnSD/xKkwxgb6UWBdc103kabMyZJGJRoCkEEeiSKaTJi80Jfk4lmmoXFf6htA+vpNTJOOqe5bKEyM24aNYq8YaZHQOJa8oLKaGx60FV/R0TEax5RP42PIkn4zkhM9XRzfUyhKcSZ/NzNdmIYErlxGigr05Jlz5iCLNdQi1t6MSG0cNXEaMBzciZlphAa7MX2LfdnNvuzpRYrjSPtfFCnjIhw3YdZfbTfOE52JPHGEEU10arSRU8HJBn2Rappy6/jx45iYmMDBgwc5t60zA9KBnCEylfWnPJzZrHEdZRw5YeM0+ot9fciQrrGpKed8GRkm77Gu2o9neIjybAr1TCllPjykDVdvkpY3kBnoQ1H79eipLuW+5JrGgeRFLZX5JOVgnDK5eOMaMswvc+MWsuTRAmWmFP0o5XOcsjTOzogx7xjpVGYf51guRkaRzKRt4/LsrZuYEZ05P5RokEVpbMs4tJVU5E9t6ipjJM6+1WbmMze7DCe6yeOMX8pkzLlTw/7mjIAI5XSO/ZAhH81oxQTDojHmEw2jlv1lr+WOjSLX04MJjpMZ1kv7bxTZRnuFRTRU/xOr+V2ocPXHmTNnSLopbN++HRso33RPsiWYxu07UUnLP60e0heE9EQ7Ns26DZAne/tQHhlj/0wjQppOk54TVy8jTdrmJHs5r0VZtyhlmPW8DDDmUZPOosS0qZuSIewztqVAWVSmARYtsp8iMfI/x8HkGGbI39ODfSjIUcEw0UKramLpGcr8HpZJOcK+K5XYvlgt6UTepnGNsSFMk5YTQwPIknfC5MlojPMb22PzPfvWHB4ChdlAn6NVjmP3PI3QgYEBbN68Gds4p4uvF5vb7mXOE09KntgYIEo/sC81kf/1oCfK9hVI0+x16gQ9N01epskjGmc15NEkeU2OXbB96LqG1KnPcGugF7GVnVjJOaNpyxbUUiAnyEk1WvFLmueuU25cu0oeuokEDd0Q6TN96SJ6OPeJj9r370Mr5/Oo9AHWqjJCTVcRBHlkHlg7vgiKL77z4Okrfrt48aLpEStXrsSePXso92KL50+43T0P9hovR5+c+eoSydGk5jvyT4zyo0hZm7l6DelrHPdd1J8oR/LkJcndeJx8x7GYJI/JMRqnTpa7dQMl6lBxc7ZkeE6dijJ7mvRKsT+KnNds1R0ziHCMajwn8tQj0znqdFOkczcmLl+gfKUeybkyNTZCpT+PBGkdZjlGVz30E3Or/sQ7t/KL4Gnjj5IHou0F6nsdHR3Yt28fksnkPD6/LTCaxbB4lXlWITyKI2yFIee/EGUYKP8G33oDQ598hFaGr+9oR31LK8LJWurSKRQpj6eoi2Y5pmKsg9psDt7JKeT7ejFBGZ8dH0ctx1eS83ucZcgRGx4ZwiR5PzVIHYNhEc6jtexfObUTo8MoUf/IXb+MDHWXmV725egoyqoT6VmmDCmFtMaXdTX+K9sqRdVfba+0ZhYFjjJ3BqUXT0tHu3TpEmqol+zduxfNzc3zeH054Y79VQXB+P7c2r0I+vvB4zcJHnSb7jf/e6H9neIuZ5u/EodNEG43wQaJt9D5/UIwr2+Kw+argmBddO4FpowxTViLO2y0vJKTj4Q7w+zVkEIWUSqZGBvG5Pkz6P7oCG588jH6z55F/8Xz6KVi00fjVpN8IpFETUMjInV1VJjSCJ34BF2fHGEZRaxc1UnjdAYDp07iutKfO4MhKvsznJQiNICSDQ004mpseawp/ywvdeYkBj48gp4PDmPgxHH0nj6NPio0fVQOCnoylIijnmVFOaHpyXf+2kXcOPwOLh/9CMNUemvq6tHMiTnO+6FpGnnXr+EM8zp1+D2Uxoextq2F7RrF0Dtvo5uGXJTKSx0NgMliHjdp8GVYr7qOFYg2NUNfCyKFbMVRdV872n3RYVNfX/+FuPcD6hPLzZw1eldfT0EUKHXBPYHVF65Aw2GURunVIx+h69Pj6Dn5OXrPniLtzqPv2mVMcWJPMGEL64cE+2p8AqnLV9DDvizIYbV7O1Ye2Iuw7nf1YOj4Z+ijIhBbu9ocNi0bNpnDRp9ElcFqRumSp/alQZBu4t/lcNh4+jnqGRl5LJnBqqeCYSpQqROf48bbb+Aq+WiYvDp67hxGLl5CZnDYHIs1zS1UsBy/hacnkKfy1E0evfz+2+g9fgx9p0+i7/JFDPfcIn0K5OtatDTVkQcjiExPYpg8fPGNtzF96ix5fBQpxusnb9/46AP0fPYpRi6cwzANBlW0vb0VoCJWPPoxbr35OlLXr5hRlo+FMEwe7aExF2ptQ2N7hzmS/CaQkuPiCxk/rr3+Zz4E6aXzu3LYiIJWhsoqozYWQYJ0jFAhD125gtGjn6Ln44/Qd/xTdB87hoHTZzBKw3x6bBxlGiGJpibU1ZIutCLCw6OYOX8RXe+/j5tHjjD+p5QvpzF49Qom+vtsBVET5UOS4z1MAyBEBb+Hed547zAyFy6bk23yyiXc/OhD9sFR9LPfRmiATZGva6gMtzY3AjRwJ95/Fz2ffMLzQVsdMkbZ1jUzhmwxi1VtTYgnYwiTxrc+eh9XKed6OW76T59Fz9lztgfX6DANi3AUtfUNiFCmyBCSIhyRcSFikBaio/iKJ6KUGxtEGbYzNBCPsd5zDpv1FVrqR53lRhFTWTnqPzlr9PRUT0nD5P8B0vXie+8iT8M7wnwmKHsvvX+Y4/wYRqgop3tv2aqj8sQYJjiH3viQfHWC4/fcKYx0XUeOdaghPZJEbYxphhSNhBJpPfTh+xg48j56P/oYfSdOY+DSZQzcuInM1BRqOFc01NHYII20uibS129Pj7veegdTpDUmRpC6ehldH3+Aax99RLq5/k6zv5OJBOrqKN85P2h1WpT9lSef97IvLrG/b544iZus69AVGtiDQ7YaqrGxlmOGsoUGYh/79eJbb+La5Uu2J0ZbazN5JwnakbYKIke5doUy/OTHH2M6RcOlrQ2x1lbE5Bip0F+go/VPpZ+Eki3eYSOH2u0cNnrq78YR68UT7cOhV8D0RD080M/2HKUcOILJS1cQGRqh0XQdVz94H1fIS/3nT2Po2iVk5YRk3ZNtrYjH4hwzQI3mphs3cJN91U0Dr5tyZOAM42scySGWK6CF9JNxFurvxq2jH+Kk+oqyI5mIGT1iPIZoCF85fNj2bBk+dwH5UgS1bR1oZL9hagzjJ47hDGXbFfJMifK0qa0dsdp6cNSa3HArU7QCZY5OAk+ru3XY3C2ItEI50tXPMvrt63ikcWxoCCnOYYOk58AnH2Dg2McYPPU5+s6fwwCN2xLHcyONxHrKQWMMObrldD3zGW6wviHqPJ2HHkfblq2oI19FU1NUiK6g+733cf0wZQ51kpGzJ1Hu70GZ8mGKumc/y8wzzxX795vDJs750FZ+qJ4mYEUzR58Fwd2eBz5uMI2nb9Bh09nZaQbv/TpsdF+OBc0Nev1Rhnodz2OpFEJs49TpU+inTtT9wREMcp7v5zgYuHoVY3LGpqapXyXRUE85Ldmo1W0Xz+H6a69i6NOjlNukz/AwBk+exGWO4+snTuDW+QsY1UMOyqva+iTqOPfZ67+pDKLDY5g6QZnEufLyB2+y705i8NI59HNcZ8bGUFdD/ZE0Dkdj5qzRzO5nd+k6jvB2uSTwtPFH8eq1a9fu2WGjuxobGvuMbOc62kb1BD1M0Cpvvb48cvh9dL37Nsq9XaiXOCffjM6kkeVYjlM2D5N3z3x+HKPUf5s4RpuoV8S1OpB1u8G+OHPkMHo5F7dw7DavWEFyMJPhAYyfPI4Tb/6Gc+MlJNkvTZyja7UKivruGOfNHslvyocBjvWbJ9kfFy9Qx55gNTk/1zWhHE9yXEmPVZ3cHG6tZzt4Zah2OnI7Xq+GheiksIfdYSNQGp/uTumr799LeQ8zPKj2KN/lyvtu87lT/OVs81fisPHEvdOkey8N9XkvJW0wXuGRw+a+IFgXnUtgqn+lDNxuhY2Ja8Y1pw2vtN9Mgsp5KD2FGRqh5956A6fffQuDnEgKnASo4WKipwcjWl3Q329GfJKTT0MnDb1iBvlPOHmc+NRW7VDzwCQn99FbtzClJ6F9vRiiMTDU3cP+LqKhpRktHSvsSXq4rw9pGs7XqaRro9t+KvepgUGkaTCNMP4tPc3hpKenbyvaWxBtbeLsUkD5/Blcfes1XOdEmJueQdvGjWjfuAkRGoaYmkGBxveJd97EWSp89eESdm7eAnASvXbkAxqIZ9Cgp7VUX7tTM7iZySJKQ3jFlm2oZb30tQRRRe//i1LB0SLaCasdNsEVNksF9dOd0pjriBWwI6/dkmEZduzLXB6TNDI/e/1NfPb2uxi9dgNh0qo8MojMUD/GqOQP9/eyoCJWi96tHezHGUzROLhBwyebS6N+1zZ0HtyHiBw2HIPdx4+jh/0WWbcGq596quKwSSAvy5SKgHPYiI9Uj7tr72IQpMGdHDZB2bWgHGNeCvd3TNnmhZbG6zWCGvK4XotLHz2Ka7/8BS5/dBijXddQHh9DiQrVMA3Pga4uTFChSlKxamprJn8zzbUr6KeCdPqdN9BFozjb120OwEnS9zqNouHRYURr4li7igpXM3l0fBQjNNivvvk2ptlH0zS+hqnQqaxxopwO4+yH/qEBpPIZbFm1EhFtkPn5Z7jIcopytJEBZ2Jh3Mpm0E/6N5GHV2zYiEiiFtpkVwumxBxzPFKB23SLp/WSHTb6YRLnFNI796ShNOo0Fc6r1zFOI+gC29hD5X+c43yyh9jdh/5bPejvo9IpJwHH+4oVK+01hQKNhgu/fhUnXn8dY1REi2x/jihZ0X/zBrLkz2byYkMT+ZH0DDHPm+9TIX7vMPKXryI9OMC8b2Cc/ZGn0TpOeTQoY3dkBHX1tVhDOoJjQIbJ9ZOf2Ssl2tNjpJzH9ZlxGmI12LZ+LSLZNEbe/g2Ov/k6ZdNVhGZmEGLZkm3dNO5udDHvdNYp2KRNSIahWEm8xL4QHT1txHOi1O1X2MhhoxSK65KYkSJHkMYVb7n9IYoIF3IIkQ/72O7Tb7+JCdJFXx4Z4XiepBGSuqYn3Dcx3XsLeY7z6a4bGLh0EUNXL2OK4Yo/QJwkDyZamtCythO1lE/hySlkzpym4fo2LlK+D5w5iWmtKhomH1Pm9jLfMbZfr5c2NNSipp28L8a6zjzf/wA97IOR69cwNtiLceY/Qdk8QTk4zrqOaMyQp+rrG9DBvo5IeReFKM/73ngdZ959BzdYdm50jGOhH1Ok78RN5jsxitrGGrTKoU7De/SDD3Dmtddw5cplyqQ6bNywlvMFx1OU3D06hDEai6df/TXOnz6DBMdnJ2VvYkWnrSDRK0vqA70epX6wPgqcBx02d1phI3FX6Vzrb80IWiFmzoHebgx9+CGuHP4Awxcvsw+GMdVHfr95FRO32Dcc52Psk0kZuZwLG9asRXNbu20cXrx0Gd1sw6nf/Jppz9kqmcLIkM2tPRyP06MTaKah1dDcAEyOYvjYx/jkXRq8PTfR3tKI9Zs3ALU1KLMNJ37xKxrEHyDT1YMSy2nfuAFNK9qAgV7cIN8cpbHdR4Oybf1GrN22HfG6RlCSOcNYr68QBZ5OPLFz4d04bBYKWyrY12541OslcqaHOQ4zn36Kq6TPecra8cvnkWN7Zgb6KCO60EtjdYo8FGN/NDU0ItbU6ORz1xVMkJ+vDQ2hvLITqw4cwirKtYhehT53Bv1vvEWZQ9l98qStvC1MTSJNOZHu4zzJ6/FUGqW6OrTt2Yt2YrxOa9cInidEFwXo6ELmAwOrqRDkPQ/++kE4bARyxml1mBas6BUbvWKnVZuTH5Ff5cDT1x+vXUWWPDtNWo1z/hrqvolR8mEt55om6ldajajXUnH0Y5z+6U/Qf/wYstTnJslLoxzzoxz7oxy/vVev2HypV8k0T65YzXEvR7scmGfP48or7MMP3sLQ9XPk5WHK+UH0XbiI4Rtd9npgo1aiUE6UOe/pBSnNZ3oo4FwihDs3dxY8bYJH0fZuHDa+v9wF5YXJ5ormZeEVZxjpq9cS9dozFRV0U073fX4U9YW0yZ/JfB59mTyKyTq0hkoYPHsCxz/9BJPk7dXUp1as2whoFejh93D53bdx7eTnGKbu1UEdp3PLZnmbgCsXcf4tzk9vvY7S9CQ2bd2GttWrbaXj0OHDOP/Gb9D18UfWlxl9RIP1GKSOPdjbj5lUBsmmFiSamm0lkz1i4DgLkSkk14zO1po5MLIEAyqwEJ0UJuyhzJLDRnQV/zY1NT1UDpt7gWA5X1aZXwY8qLZ8lTS6U9nLWbcHw9VLgPuZXD2IENW4XLAc9XsEdwYzaY3WnKR4lEJqy/8LRYxQoe7nBK73jLfIifbYY9j79LPYt20nNkSTyF+9ie6Tp82w1aoAakzIFanIUmMucHYYp5FUoIGzYfcu7Pnud7GHBktnIoni1Ru4dfgIej7+BBEqs2GtIKBi3vXmWzh75EOMDI6gdfV6bHnsSex+9gXs2bUb7cm4GRbn33kdfcc+ALULFpdCvJhGg/bKmZ5CXO9FUwHKiw81YbBZeoKR0LvTWsrLiVKf7gYV/I6tW9C4qhPTjDTDybRuRTvW79iJVTSE47W1jv8qdNG5zhaC++V5x+eVMoh+DwaP/Kkg1Vkh1VreMWXBPfnjPRqUI1Si+rvZV5yFt27chAPPPoeDz7+Ax6hgr+MkXZbT5sJZKrs3GX+a9CkhFykhy2M+on053D5GRjfmmyVNMkRtjlmyJvKHbSWXsFx3/mWC0aIKvhima4dGP/tzITJJpKS4/S8ypMEUyjQCut58DTc/+RihfAGb9hzAnu+8hF0vfAtrNm1ENpuinXkKV86fBAZ7yHNUgk58hutUdqeprK5rbca+xw7iwLdewMG9u7GCym0P87r81puYooGKGb0OlLYnu/UsLzpCY6PrKtKZKazbtBZ7njyEvVs3oSNCw4jjrJcGxfB5pivkEV27Dms2b0W0uRGT7IUi+X8FjcqNND5aOlayn2IcopUNHmXq6Fihh/u9PRh9AmkWB09BlaP4JdvjQHvEmLKp17loNN7gWB6g0Rqnkbl+z37sfe5b2MPx29TURntzEhfOnEWXHEOjw0BPF4Y++gAX33sLpdF+bF27Avufewr7n30G+0j3xtQMhk58TkX0Q+TFryny69QEYjSs4loC3t+Dsb5ee8Vn6/4D2PXEk9izbgNaWaWpy1fQx7SlWzeAujiaSOe61SuQSYYxEy6Y82Hzrp3YRiM9lqApc/Ua6/4xJq5cwWqO+/1U6A9++0UcfOZJHNqxFfUcO3JijA8Oo5yXcUv+p4wpSkknLaSY3w3Mp7bGkw6irFOgtXm0fXJe+Wosks6xsRGUhwcx0duN/t4uyqc4dj/1GA4c2ou1NXEq773o+uwYuk6fRIk8u3XnVuw6eABbVq0CxiZttVj/hfPIMw9IPvd1ofvdN3CCxvAAjTStfNp66BB2f+tF7D6wHx21NSjcvIa+I++h+yj7oFcrPijf81nU0cCtn5xAhgbDIA3ASDSMrQcPYf/zz2MX+642n8MkDbjB06fstSZoVcNQH6ZOHkfv0Y+QYb+sb23EoWeewFPfeg6Pb92MdsruvmNHcYHjKkdjHOzXFStXYlVNHUJj45i6dg3ZW7ccH+RYf62uYlj6Vg8aSLQ1be1oa2wyEaXl/p6vl0MfMaecqWkycsz1ROCvDNlsBq2ZLPk1Za+tTdFw0atKOw4dwOOUCfu2bUULeWSG9OglPSbZf6BRCzlmPvsUXe+/g5kbV9BZR0PnwF6Ogaexd+c2tHI8D3Kuu3T4HYD9RqsenS3NaKNBKwfx9A2Oo3H25cw4Sjevcx6+gjq9ojZMA/n6VZQHWU56AtArGF03URgdQ0MsjrbmNtQl68lWnJw9bWZpRJrx1LXv7uHOcmRhUCr77DvbaK9CMUR7m8gx3qMHLe+9gwkaoi0rV2Drk49j53PPYA/1iQ45QykrL731Fnn0E/LYADMzcx+5MPOjTNVea/bamLzMw6OYOvwhzr75LoZv3kIj+WX3Y49j73e+x3l/L0qUp1MzaY7BkulBpYLqw8QiCsF4ydNK+VVOH1bQnGCOddIkUeR8NzGE8rnTuPHhYVz7/DiH5QRWrV+HHc9Sx3ruSWzbsBpNnJcmT36K62+8ir7jH5NPSdMsdaaJUURGBlGi/BjnPDU5OYbO1SupCz6Jx/bvxuqGGlvNOMn8py5fJG+OmLwodl9Dz5F30fvph0imJrB/5xbKeMr5Q/uxs6kBEc4Dtyjjbx4/hgJlXJS6WURCMAgPAZ2l87iKUBaYPHCVktTW/l7iOQ4stK1bjZYVbchqPqdcjpFn27Zuw1rqr/Vr1mJlYyPqyNt5yoGZG9cA0hFT44AeFFAOt1IPrmG/TFH2UvEGKBf1MKKXukSe9FnTWIcOYnh6kvLjuDnxu86cos5eRufGzdj+1LM4+PRz2LN2PcrU3a8dfs+cPSOXziNG/dxtsO3Gms4E0u3UgiAuBnca4/cqAx5GCLblm9Su5QbJxeWYZxeCB5Xv/YA0ga8lfBnE1EBZCj6CxeHO/WQmOJUTHm2yZHwpdJEoaqkI76Ai/8zv/BBP/uEfYNePfoT1L34bux9/GjtWrEVypoBU/xBSY5x4ZLwVCwhFIrb3y7iyWtWJNc8/h01//MfY+Nd/je1/8qc49MQTWE/DKHvlKkY46YCGLwYHMH3xIifuzzE8MILa9Zuw8/f+CLv++r9h+3/5v3Hgr/4jnqJBUEfDdfQ8lY6P30PuylkqvzQGijlbkhqlwS2LRyt+MlROHWiHD+r/Ra1ECSEifY6KGWjcdTK/1Qf2YSIRxXg8hs59+/HUj34Xu558CvWtbbMKpH/KsxCfeWFV/TThrnhSUakE6CDj26P+TBEwBVLTq1wOBUblMUyjhN2kr7jkaLTLeGjo6KAR9wS+++/+AM/+0b/Dth//GJu+9zJ2HjiEDQ1NtkFuiYpvenTIGQ1SkvlXYn620R/zMmqJXajw6lPNKlGfoHW1sYpW4f1D9TiuvvZQff1F8HXy6JQT/fmvUEgZ1x40ERq1UkYnP/sYFz+hkUijcs3+Q9j7J3+Frf/p/4MNf/l/Ye+//0NseuFpNG3oRESfZ5DzpfsGBk6ewBCNqKZ4Ak+Sh/aTpzf/0b/Hnh/+CC8cOIgOlpMmL09cusQyqLhmszT0aexmp9htVMha67Duyf3sn5ex7U/+EHt+90fYuWun7d8xRUNUq5qs+vsOYsOL30G8cw2GyL+lpmbsfOppPPW972EllbMQedxoQpSBoaN90YbtduhoWI0LwZ3uGy3NqaD72giYqP0iaLzj6mWMnPoMfdev2esbazl+dv/Zn2P3f/2/sfc//hfs//EfYOvTz6Jj7TrU0RCX40VPurs//wTZwR5s2bwWj333BWz9w9/D1j/5Ixz44cvYu2kDQlT6B86eQooKK8i72p+iplRAmAZEkfSMtbdg07dfxJb/8BdY/ycs77s/wMb1m1Gi0TXZ2+P2dmltRcsTj2PdYweQa67DBId+05ZNeJrjfCfjhzpWoTQ5g/T4JOKFMprj9VjV0YkVW7Zg8+MH8dTL38HLv/dDPP+t57GGyritLCAFJDFt7Is0pJmO0tu1Osb09wAsJH9dHnN/ysM2OOVfQWi0JigzGlwRvWpapoyrS6Bl80Zs+/YL2Pjv/x22/t7vYCeNoJpoCBnyZ01dDTYe3Idtf/T72PGnf4I9zz6PxromFMZTyAyNojRB40BG2KUzuHnsQ/TduITEynZs+P73sf0vyfv/+b9g91/9JZ76/newsb0JuHUVvSeOYuzKBfYB+5r0iyFPkZu2Lx01btyE7S+9jI3/4a+w7a//M/b/zu/aCqJoLoMpGmPF4X4aJRwD1y+i//RnyPZ3obOlDk+98BT2/NHvYf+f/wke/53v4+ldW9HINN1nz2DwAg0+slv9zr3Yt/8gWusakOkfxNSNm8AY669Vnr1aNdiPQraADezz3bv3oVl7RXDuCfKxaH97vl64f6rBuoFom9BbZxO1KqWYt33XYqy7voa2cvUKbHrmGeygTNj5p3+Gvd/+DtatWoMYeTLV24f8EGmhMdN3C8MnPsHo2c+xoiaKx548hN2/97vY8vu/hz0vfx+P79+D2nIO/ZfP2CpXvYLatGUbtm7caBsMZ/tIi4EeyyfXdd3289GeGfUcI6HRfpQHOaf230C+6wpmhgbRVNOATZu2o5OGXDSh79rp9a6w41kdiQozKt2ZHPPA03cpaPNa1bX/EhlzgjZTFmJ6Arkzn9mr1T03b6F5+3byyx9jM3ls83/6z9jzF3+Bp557His514+dOUuj/xPk9Iqe5jXOxSXqL7YCgnkl1UithurpweBnJ9B1+QpilKW7vvs97Pvzv8SWv/pryu8/x8annkM99R3Thjj3h/TaZsnTaY4otlLzLmEpPLZc4PqQsokntqk157uonLT93Zg+/jG6OQ5zhSxW7dmN3f+OesJ/+c/Y/t/+Gnv/8Ed4bN82dIJj9/Qx3Pr0Q7d6VK/GU0fQV9CkI4RbmtC2axc2/fAH2PKnf4R9nMf2HdiNzoak7XVTHpSjgTw+MYap82dw7dMjHLN92L55PZ788e9hx7//E2z/8e/jue9+B3tXrURpqA8DF85gsruLsj1jH1Hw4008Ym3iMYh3A1qlW53+TnkE+8udK75xhqHO3YgR6JoCq7kebU8exNrdOzDBG+Oc6xp27sTuH/wQG176HuK79mDl9h2UB6sQSacwfpX6wQDpOzaEIvsmMjWGBtJYX1ccJ92LcnZTH5gaGMDI8DCampuxh3SvoW6q16965KC/QB2Yuuu2F17E/r/8j9jxV/8Ne/7qv+LJ3/0D7NmwgX3eixsfvIO+4x+hNDbIedvpBQXNNaSB42WOQx6ctrQ4LERD4SP47YYHzQNLkZ1fJh/Ot/S+xvBoAH89wYYDBbhNQOw+daF9IrOmDu27d2Pn917C5iefoIHUZu/Fjl66gsFrXfbUPEZJH8pT+OuJmJ44UtGJ06jRivEJZhHZsB4tTz8FHNwP7NgO7N+Pjp07sKal2Z4kRPup0OtJQncPMje7bHlupKYWTbv3o/XFl1B47GmmeQxhGnwb5ehZtQLJ7DRGOMFPXKEiy4nPqs8CZZDn2Zoclbi03odWQ1QntitKhVcbONpWeHLY6GnsmjVARzsmaWROxGn8rliJhm1bUcNw7cfD1ObE0v46VkYVb0uQyFHjBUrwfGmguBr+wkoZ9jt3FPhYpihQcbI1L3LaRFw8PUVEMk66bsO+l76D3c8+iXB7M2aGBzB95bK9gjZDQyeSySGe0+Z47CulYabqc+Wro/rcytUP22rOKhUuBVoalLtRhYK7afPC4Gl7O/mx2BJbL3eqUfXTn54lzbkwSu7rQ7mcKZSj169gqK8PkfoaNB04hPBTLyC95zHk9hxE3fMvYNcf/BhP/e4PsH3/Lo4H8s7QACZv3kBueMQUwVKyBtk8+2RyCjnSN8HrxjCNehpm49dpVA27T8rqCVimQCM3QoNkTQca9+9FeNdOYOs2YNdutNLI1QbcmXQGqXSaJGXnahXN2k3I1mmFTQT5+gbUrl2HFhrJaGxAnsqW/ow32F71o2+ta/HCtJyjz/zzxcCxtOMXQx2URnSUgUTDvJsG/WR6AnGNz317UH7scWT2csw//jjW/fCHePyP/hDf/t3fxU62VU5dbQyao6JeQ3ok65OYIKNltHHs9BQyzFejdmZyAkN67YEKK8SzbK8+K1ukIVvUjs5rO5E8dBA4QNy5B+HtO5FobUdOr1tlSWvyOuIJoHM14p2dSNcmMcl0xZYW1G3chsi6LUDTCqCuGcmmNoSjdbhxsxfnPvgU1w9/iL6LlzBFQ3ztpnU4RIN63ab1iCfZtxSS9oWxaES2IelH4040sb7Q7xLGA6PIBrT9UTQWhdZrctiUkLOzSngpzzLyDCNdGmrRTIOgWe3eRj7YuBbNq8knyRhKbFvzutVoP7AXYB+ARq4c3zX1TQgXKAPJpzHRZKAXpasXkBrsNudv/fZtaHzxWwg/8yxl7T7gicfQ+dxT2LSBdJsaxTDl7EDXDciIlvgMxUOYKtGoS8TRtGcf2mjoiv7YvRfxvftQ19HBarP27M+4jL0Zpuu5icme6yjry381MRTiUczwPMX8c8UU6pKUz5TeQzSqr9CgxjT5av1Gzj/Mr7EFaY6nqWtyQgyy/kPI3biFgb5BZKMJjp2NaFm9xhyYYnnt++Bl83KA9abGiY0usi8D9BUbmyxLORTyKcoA1jcR5thkf4iGpAu27kSUfKZX6WyenMnaJ+b1OiBGBzFz4xIKIyOoTYRQSJAeHEva6yZFnitwPOhT+eMj/ejpvWWrXbFqDTrXkQfJExmFdV23VShTPIaYtr4mjpraGMIzYyj2XANuXkaq6yomWUasrgEryAu1bSuRo2zhlK0msQmsV1nSnx1rg5vXpF0QbzeveflxJxkiUAyPAn+uVZ1CDQX72qTkyugw0tdY/z7qBKxWA/WGpu+8hPLBJ0hbypWnnsGax5/ARsrI2MSEreiaMR6dZDM4CimDS5K7rFeNqq6VtdQz0gP9mNamzZQH7c88h+jj1E22UbbvP4T2J59G65p1bCvbS3rHSY+IVrqp75Y6rh8CMLqy3epNbYgrftGKTa0QHb1w0l6PjjU1oP3QITQ+x7HLIw4dQIJ6w/rH9mJLewPioxOcv7SXGPUzObvIn6VoGFPMs8jxXbt3DyKcw7CdMpRyqH39KjTUxzneU4jpq1uSM5Tfk9oQvr8LCWQRZh7D5Lf0NPk7zXFDHa2+JoFQNoWxbuqT7JtIPs9hZGu8jT89Xy2Vz4J8668FwXzuBME8DElI56NTWofmuGFeNg9anqSxXtVcvQLxjlZMkQeHGSfLuSaxbRvKmrPJc9iwEW0rO80xlbrF8dstmXYLMxznIcrimjptml7GxAhlG/sJ3bcw0tuLsVQKNaR7q/JJJIHePoxfu0a2nkTtmlVY8+ILqPvWS0gfcvpyLcfHPurZK2Mh5G9dw/TV88iNDFCfk8vZrabWn1sdVAG20c1JlesqCNLwTvgIfrvgQfd59Zj8KkFy9WsJwU76qgfpIyFx7yDaze4JYmOBk4+MKs1S8RhSqRl0XbmC80eO4Nwbb+D866/j0qdHMTg8bO9aR2NUABVfwp/czPnGZcHzUlM9cu3NKNMoA5V0zupAcxMaaGDUl4toyFIZmJx2hi1Rm+Ila2uRoAJeoHE6Ud+IfIxGV2MTIqs6aaOtQAuV2QIn9/QAlfesns0x33KESl8UeSqjOU6WWbVDK0/MGCraKxz6spQ2OjZjWMjzGRrdM2znNOs+FeWRCsRMLIocJ1/t4M9YzId5EBYSFF6A+HsLxVkcRChOmixfZZmiqPT6VzaVo165UFd4pUFPDcuVpd8KijMtO4FKWYG20RiuXDqLEx+9h3O/eRVX33gNV48dQzcNoVI2jzq2O2ZDRRlSseXBPlnNvPTZXreShxF41H4ftKftFTMWaEkMbJKvxPuKwY37YH3m0O7ZfQLrXg5V4phRwNN0FnnyXi5TQriWiuPKlRhvJ9bUYZoGjhmMNAq2PPssVm2lYqpNPKX46/On5PcUDdKTF8/j3Ltv4yLHxMUjH+Bc1y1zGqJQQmqExgOVU61WS5DX5Fgr0Kgu1HNMNLcAtSxDvK2NRRsaWL8wSjQURG7Tmmh0gEboDNNmI+TpKHk7EUM+SfVX58xPT4JtZZzaqDZX2r4UmC8zfefeGYwfdSLmVGVTU5geH6YRyJY31SHd1oxhjvuxBOvYWIfE9k1Y+fhBbH3iCbTLSarNcceGENMnYjnmBn0eGjQAAP/0SURBVEaGcer0aZx/611ceu1NnP/wE1wdGsYM65fK5ZCapgEgg4PFaT8G+yJWbQ3yTU2YEh1rapxjhnKjSPoUaPCVGb9kK89YT30lQ6vumG6GwmmK9JyM1tDoVppGhDdvw+q9+1FDg7h/KoOjJ8/j/V+/hfd/8RqOvvoaTh8+jK6zpzE10ItiZobVcKsCpPpqhYAqJurp1/0tAXw3EV1annJcac+Jola2hYsoSvjIKSDJRkVbDhz1e7m1FQUaAra/QYw8Q1mq109LlK+xliYUW5udUq9VkuSvBHlIG7jWFPXVHdKEBny+vxdl8m+Usi5Co7e0YTNy2rOL8g/at2LVCtv8Wp+TntbrYFoZkiYvi4dZkywxRz4st61AuZF1kTwVv7IPSpwzFE+b8uqz1LbCjGOmoK+F0fibplF96hxl1Ouv4Piv/g8uHXkbN3quYSqXRobjakAraFQW6xPZsRPtnasRmUnbl69wsxu41YOJK1cxxHaU2daGzRsR4pxSkDwTyYgCz993J5O/COpv6yhD96sn0sZcpRzHdZZlF2xT8HJDHUC+tE3dE5zr6jlvxZKIMGqMpI9pc3jVa2oK2q+mkWmyuQxOnj+PU+++i7Nv/ganPziMs13XkZGjjv0+rtV5krntbehcvwHttXWIDA6jePkqcPESjd1bnNdoD25ahxXrVyNZzlWcOVeRptzPTE8j3tCIljUbkGjpQC7EeZLZSQz6Zjnz3nPi/dFrSaBy+aM+0hC1/Zso8/S5fwugnNXeXWHyTqIxhvDaNUivXIFUMkkZyvEuniPfdpLWDZJBE6PITZBH5Tgjh2oe02fTtfdcUkJDr/Mxjr4ip/mz1FiPkPJk+pJ0giR5vrUDMdJWXKTPUevxjrkOWFdRxEjFE6v6PcJ8mfvgQKWozjY3kBb2GvgYx/1QH/IzKURqkohTFhc5tnKJGhRFU+0tRuO/lTycoFqW1R5TYxyLcr5wbFFqU09ieF09si1t5G3OX4m47aMUrqtBVBvsczyEMnp1ksyeydkXArX6LFzI4FZ/P459/ClO/uYtnHvzbVw+dQrDHAfKO5/i2J+cQkh0pxyxPWMW8xwsAR40nT1PSDbYnKvho6dbelhJGZ0hj80IGTZNOZmRXBW9Vq9DG2neSJ6L6BW+qxeAK+fRPzGMSGMNVm1ej8bmehRnJjl2u4BLFzB48yamKReTnasQXrOOhbKwoSHkKD+KhRzCnGvD61Yj1dGOEeoR0B6EPG+lrryiocY+WFDgWMpPT3DMk/c1V1CeSB9y+h5B5HqwJPtageaM4Lxxv3PIwwDVbXoE9wZev/haggRjtXD0YQ9aaFZDsNyvovyvO3CKpSFCJYcak23/NzWB8c8+w5mf/xLHOMleOHUWk1T+GmiQtVMxbFvVjgiNshKNi0KowFlAyLScdO2TpJQN8uhrVYheubEnEJzMnPdByhQNCE170n6L+qx3mQptwT4hKydQtphHlhOKzdvSSGMx1MXj9slDpYvrMWeJxkEpyjhUumQwMFxPx2KV14QcUoHjxKYn1SGbVFUHxmXGRaKyVxx9hlyGj55ka8moypWAIycpxpL46e55TvHn0nihOidX3YkzySvI6DqTsS6FVJ/Qxeg4po9/jjP/9jMcfuXnOHP6GKbSE0i2N6Ntwzo0t3ew2XLq6HO7POqcokd2gFZ/6EUP9UdYXKBJnOFRavTqx4gIoSoKHxDc/0Ry+wq6J0mioo8j3mH/k3bS922DRiqOJSr39tUlRnOrsajYxqjMir9EB/J2gvQRb+tVlan0NPrGhtAzOYYhGQVNjVi/dx+2H3oCq6Rcic4sJ1ahYVmf06UxF6qhUZds5H3mHaVpQMNZT7K1EszMTrOmCOTXommHrCTRWJ6dLnSfFyUYz5FL1UZXjPHHkkF1sxTM3DB4vdC5+JMDReWzzhqbcjgWOb4K5bw5GvIxKuFsep5WaonGrGSArdTSFzHSKZSItiqPlS3SiE2n8xibyWJoJodxNjLZuRabDj2JDfsOoIG86z4N5AxyWwsoR1dtPfIytFQH0UeDQQ4M/ml/GevysF6NjDojgPVWkBxd2uNKtjOtDIQ2bcTq738PO196CTuefpaG71bWK4qJ3mH0nrmMs2+/jw//9V9x4f33MNnXa2JMIqtAxtF4V785g1egEu4MoqLqI6xIoApUTAC1hzLS2sX2mExmWTJsZVyWfLupyGtFjq360EaS8RgKpI1eCTEeovzT56fj+SwiQpOLrDdlZJm8H4kkyKI1TBun7KMkkJw1PirZ19HE+2HKCyWzRjPPIvOUfCzxfomGXpk0tBaJDxXOK1FDZdjKEK3gKJCPs8yTeWjFQppG3QjHTP/kCEYKaRSbarByxxZsObAfzZRXRRrmcv5gwwas3bIVbfEkij19wMXL5qQY1aeIiznUbV2Plt3bgJYGGkphDhcn0wTBnrg/+eLkhnJweduZu6AMyJPnC6RXMcZxSUPYjH/xnZB01Z5EZRLQ8hCN5MQif2qvjoScPJQtk9kChqZmMMD5dSyXQ6y5CRt37cJObbK+eSPQWGcPO+pWrcL6thWoS2WRunzNvjo3Q0M31liPDU8cwIZD+1DPOTLcM4CZk2cw1dNvHxmoXdmB+s5OROqa2G/kDxu//Kdsmf3TvHwHuD86sq0VOSg6GC0EdlQ4x4MJOJ4TxT9i/1iCxm0yanuqpRRXDhaNf9ItQZ6v45hPcKyEJWOoi9iKNO2vpdcnVZhQsofh8XLOVunJESanY1bt922y8eLWGml21Jzo0oujrXp29SDh/udBgfLw8kig9rMN5EGtmnU8zHZzrBdIS6H4FOQLyHHDo6IUKVS0NpQ3rfFSM6g+kM/JP+Jxe+2cZbEPwpQ7+jS3OQRM51IGpJ90QfaZUI70sXQWfdMp9M7MYJrzXt2qNdi4Yzc2btmG+vpGijPGU7/zTytYDSnnZs+Jy0Ojewdfuqjj9hHkheSt9CrOM+Z45L0YUV+JkgM+Iz6Tc6tjJdqoF7TXN3AMpzBz+hQmLpzBzelxRFevwNr9e7B23Vo0U/9N3dDn6T/HWO8thJIJNOoVp9WrnZMsl2FnkMfJwyWOixzlUImypCjG1RNTMTHjxdhHmmWMk1lHe9ghfUKoTiI/6NQ9giEG9myqBtFdqPnOY3VffNV9s1xQbT/evV7/8MGDbMM3pd+XAkHJ+tCCZ+AgVsNi4Y/gawAccBU9yewec6r09+Li67/B56/9BsWBEezevA17v/c97PvTP8bO33kZa7euo6KaQ66YMR3KJgBOyno9SVN5Deft2PSEfc4wrAlGE7mevqSmMJGeQYrTRDHBib+GhisVyWRDI3UFGgeZaZRoBCcmhtGYn0FMjiAaHVrZMDY2gRyLidQyrgzeMNNzatQnSqWIaNO6JI3B5ozKYxqVK+Mwm0G+kKPCIecR26anbkpJfq0h1hFrWb8EjRq9Q68JV39yXdkGjQ8UNGY8avJ04I9+RGlo6clTxIxPZ7zKuWVPz65eR/eRD3D18GGUhwewfd0K7Pvhd7Hjz/8Y237wfazfuo06bp19RMN5z1zu+tUrX+o+rbCRuesdNloO7tQ1Z1be7eaqyw1Lky2q43y0X9GO6J7aiXJsWYR8I8Wfp/lMFnriXT81hmYSqZ7KVLm7F2PHTuHaux+i/+Q5YHDM0sRraszYr0nGsXf7Vuz7zrew5+XvYvdL38aeF5/H7uefx95vv4T1+w/SyGqyYRGW8moKEzWqaJKKJw2wkBxBHCladk/lJ8a85Uwry2hRPdVc9gX1MNBER5L1iuWy9hWVBPkgVlFexacusgeFqZ13A8H4KrtSB6OVo1dZYTyX8idOcTQk5yRrEKNxLQOsMD1pGyI25tJoolGU4PjNdF3FrY8P4+zrv8bQqdP25DVUUwva70il82hvbsf+/Y9h3w9+hN0/+l3s+d7L2Pfsc9j7LdLz299B+44dVoZroqtHiTwcIR316oMNDBlklAIaqrJF9cU7U0LNcGafMV0Nb9QwPEn6aY+VUCHLiDmmo5zobMXmpx/DU//u9/H0n/wxXvjTP8O3fvg7eHrvAbSx73pPnMTFTz7GcPctFsX46kvS3im6opPvAzbKVXRRUGyjtkXzV7Oh/JUxy3wkL+UpoXEfpiFp45TtjZBPInKSqD9o3BR4zzkbKbV4L6R7cjCaYyCPKNsYLeZor9JEVZkNzYg1tTN+EoUcDYqJFMLDE0hMp825YzJaG/3OZJClfFbceC35WLxLEB9rU3p92jwk+mulj2Sq2s7y5NCRnBJ9jA/ZT+V4LaubIL8m0dLYin179+Gxl3+AJ373R9j1ve9i0wvP4SDH0YFvv8hxsw8lrRLSoG1qROfmzVjb3oHI5DQmT57G+NFPMTU0iLBeY9yxFQ3bNqHQSNkWlaRSVZxhsXy6SIXjmZ+zdZj/7PjgvEnU56iLpIm+0OToRJp4x4OyYHQ91c7LA6F+1afOOedNZTiua5qwZ/d+HHjpZRz48R/gAPnu4AukxTPPYf/zL6Jz716Um+s5BpjvihVYR4OvOZzEyPUe9J6/gikawImOdtQd2o+mx/ajnvNotnsQvZ+dQc+NbpaVQNOGtahZuQJlyiw5P0PsM33uWTSWc9CQ7VNdb0e1ZaGpzyJwVFdrPYu5SzQ/xWvYv00oxMLIzJB3x0aQpFyp00MKyR0tEaIuMD41iTw7JVIXR7RWDgemV4aiMceQ9unISg8QY9DojbH9zBLlqQlk+rtRMzNBfuGkqD1eJkZQSE1bLZxsJfcy7zB5O2iQqNoelxuWh2ddHqbBsNo2BuXopcyN1DeY2EiTbhmOocjEqL0mHdE7chz/mEphnOdTkqHUsZIc+0iS90h1aQkR6k025iVoRVQVxbyjmgdII+aCsskD3udYCJPPVb6M+9Wdq/DEM8/gsR/+EPt+53ew46XvYzv5e6/4/Jln0blhE8KUXXqIIslqZYnulfEcxMXA0+92ce4fVD+V4+lMsBWGHJ+hGPTZ/zrK5AbOSfWlPPXgHCJSvKRztrSidu16rNADtOlp9J06hUsXL6KP9Y2uW48E9bR1GzegNR7H+LWrvH8CqdERNLa3o1lfN+X4t5W+9bVIEOVgzLMvtRqtLptCq15BLZGXqcfMaGP2bA4ZOdXr2xBtaKHMp5YnGml+qbTBSWn/xyaoPQvAQrTXddCB4/HB0v/uwWTbXWAQqq+/zlDdzjthMM1icDdxBT7OUvBhBI7irycECfqwEvcR3LlvdFco/ZLS1iZKE+iDgxg8fwHprj6sTdRj9559WPnkEwjpiR+1nunMNLIFTvI0eOLy8khZ4uStCTfKiaGOmaavXsPkZ58DXVQch4aBa9cwduMGumkQTNBYzrV0AO2rOBGtQbxztS1tz05PYPLSGRTPnUBT7w2ERvrtXf2R02dwVZ8E15daGD+xaj0nr0an3OlJAo2FMBWxSH8f6gaYZnTUPmM5092N9EwKeRowWRokepVBeqGMjCSrrXo2ss71VHyjg3IUTSJGA15GkpRxvaqy0GS1EGiyujfQpOkmyy9MnVKq7U/nmhClPOnzv5zkFag9EXr7MHblKkqs/9r6Ojy+azs6njgEbFhnivk0jeSCOQKi9hTLnnwrO2tTBRnsStR5mL2q18xkBkuFdeEu/nxh+mWN/bstp9KqipHF7pahxT8ZV9TIbR+YZGcnldJapEcnMHH2FGLnT6G+rwvJni5kj3+Oc//2S7z1v3+KU0eO0UCYYhoau62tKNfGyT5UQhubsG7XTqx6/AA6t29GTQ0NqUwGI6xriYYThFJmWa6MkXxJ/ca0ehQmX4EMD1nRjB+REsxBWNC1hfE+oYblNHA4JmfSHAujCA2PIcH+1KttppCrkWoZr+WQMqfU3I0lQqUwgaXzKH6uYCVcnMoRSBZhG/RElgZ4rV4n4HV2cBj5y1dQe/0amoYHEe++hYEPj+DIv/4LfvGP/4Bzn1MWcKyGV68zJ22W7U1GY1jX1o4OfQnuwD6KgtUsKoQJ8mimpg7h5lZHQ9KkbCsDaBiTHuL9uPROr3vKwDIji3XlGCmYUW03bOWSVuXVUgbUZ9KIjw8hOjaA0kgPpq6ew40P38MV9n05UkTHgd3Y8vu/g51/+PvY/dRTWNXcjCKVa32aOTszTVuQo0IyQY4LM1xUhtCNFlehxcHHroxo/jqair7qQ3tAasgfyiBlaU+7OX5DNGb15ZqwhLXaR56ScyrP8yLbHKZMjUUTCMtho7Q0GvTJZhmeWlmUYb3RthKR9VsQbVmJTKaAySs3kD91FlG9cqQ9Ym7cwuT5i7hyqxuDzDdKQ6thJWW0nqrzuiz5w/4Ic56IhKWwqxWVTpCsYt/JgSQHRlb9lqxBiPxR27YK5Vgdo4SxprkNa3fvxaaDj2MFDZFwbT3GOG6mywWEWxpRam50jvXaJJr1ZTR9wp780HPxEm6eOo3R8TEk29vQQOMm0tGOHI1DjWtVRWN9OUFcr7Y5V6XyZ5s1FkR/0jmkVTRhGpriS4WpfLGBvLpiVNKoyPkxx47Vig7zGLS1IbFiFbKxJLK5MlbUt2LDrv1Y/eRzWLV9N+prGjCZzmGMfZihgZbTKxWaXztX2objNYkG9PcO41bPIPo5XyVWcB7dsQ3YthmJljaMDI6hq2sAXQPDSHO8NW7aiER7K0paXRqVM43VlIxiZR0fuqMn3TKTcBbE3wKfv2irEaS5Vld5jSfxbmMLEp1rEKK8zU8XMXnmLIrs91rOb6CsBnl2kNeXObePM9NwWysS+hy8VjgR8qS75u48S0rJCakVeq0tiGlPEdK/ONCHmVOfIX75HPWSXtvvZ+rcKUz281y6D+mU57HEjnSrM00TsLwFc2cPJ7g6u1qbc12rZ9o6EF+11vZrS9OYH2N7c2dPIqqv6VFPKnNsDV+8ghtjk5ggv0VJ//qVqzl+G9hg6UBRylGOe9JWr5sZFeScicbNkSyyaQWgxr0Jhfp61KxYgWJNLabzQIJxt61dgw0H9mPNoUNoX7sWWcqKsWwWRcqIGo6JqF7pMUeNho5zIvqjx6XCUnW2pYBK9Tj/SvlrPIlvHe/KbVxDWtRl80hMTiJCWkcmxlEqkA/1+hjnN+1FpYdEfTcHcelWP+ndgOiaDcC6TWjeSNnMATrUPcT7fSjk82ihbty8nvc5F8mJjVUrUbe60x7yZHr7Mc3xEb54AU3aJJpYvnAOly6cR/fkDEqtK5GgvE9Q7utNNX39TH5jiSIb85LZ/BN/s9fswZynXRDvBu6mnx403EtdfJqHqR1fBSyFDrrn0cNi8W+Xz9cFNEYeWqjuiGpY6v3F4gTD7xT3Edw9BGl6J8E7S3WdmLIfRnOiFq00yqLpPCY5McgYy588gf5PP8K1G1epzhQRpwIU1hdjNIlTMZIXv0wlMUHOznT34ua772Pk169j+pXXMPL6G7h08gwGM3nEODnVUDnF2o0AJ6vo9p1o2bEDtfW1mLx0ARd/8VP0/tu/YPyVn2Pgp/+Kk++8hZ7RUZT07vozz6LuwAEqdpy8WpvRROW9XnsnjI1i7PPP0Pvu2xh7m/j+YfRcuoJplpfnZJrlRCg7WZvoaX+eZCKBWq2aoOGSvtaFW+9/iL5jJ+xrHnHRgeSSg8fTb6lwJx5eLC+bMA3nnt0LnH2mVVCVp1imcfNET9FF93icSjwVJwblqMBP0fDKsa9SRz9F/7HP0MW+y9LgLVKpKFgaJXZfC9CimzxL00Jk0+QtlyjSoRhSVKCzMgqphujJjHvhQfDgx2o1v/qnNwvDXLwgSG+VYmJHF2J7HJUT5JWONnQ+dhBb9uyGvqYxeoJ888ufYfRnP8HE66+h+43X0fXhhxi+3kWjiu2up0GwZj2atu9Aw9rVSKUz6Dp9DhMff4L8Z59h/PgxnDryPt557z0cO38BU9rYOElFmQponmOiEI7RaNaT25itXjKnjMjJQ5H9IWVXryrIn0bCOmVY/UqFuK7M8+EJDHx+Flff/xjTV28hQp6W40B9o1eUZMjHiLZR5iL0uBP4PlXxhqyXjuoHU+QsFg1QKeZaySGH6catWENjs40KYXlsCmPHT6CPY33g579EP/HKa2+g9/OTmBqfID+x3TL+d+xCB8d6gmN3aKAfXaRd6qMjyH7yAfo/PoxjHxzGJ59+QoOsBykqvmbEiTY0DOQM0Ea/YRrwcTkejY6smZwabLsWo8vJmJUCba9hhlCIRWx5uPZUyff1YPjzoxg89gGyV89j5upFnD3yHj749S9w8fCbmDj/GY24m8DUEKbT40iVckg01KGptQ119Q3sTjlMRQWVV+lAlug601/fHhRDaGOKJxrP+hOPeodNxFbCkcbhBArkmTyv5QMos622wkPtI0/l2dYMw7ViSS+BhBXOMNVQnSejNUvZkWL4lFZ0tawEdh/A+n2PoaWtE+mubgy88y6GfvEKxn/+CoZ+9Wucp8y+cLMLqZZmrDl4EGt276KsbWJ+zIeGxwyNiHxJkpHtrhiHKs7zbI78Mc2yJ7TSgUZ0eNNGrNq1E2HmMTw8hpsnz2KKcnbq2EnOJZ/jzJGP8f6RI7h07QpmaGAXknEa7+SxOA3HNWuwSpvB19dhlAZQ7/AIxjM5tHAsNqxea6vkJL9MpLFGrk8czPFzpY5LgHkxdUF0fD9n1LiVeqSxHOAlOQd5FN+pz+z9NCZSmayLHGVpHSMh5JOkTw37YFUn2nbtRsOadRgdncTN0xcwfvQEMh9/jtGjn+Pk4Q/x9uEj+OT8OfSlZ5DW6ho5mdkftVu3Id6xAmO0vvon0yjV1aNh3VqgvdXuJ1d2Ip+owVAuj2xdHWo3bEDd+vUo1tVyDtCKLBnAFX6d11iCWIYHjwaVE5MBFfkbpOlic5mH2bhEH5Mhlq3Rkyd6JCDnUVY35bRpaEZi5x6s3bMfK5sbMXHqLK787BcY/OnPMUYe7f+3X+Lkhx/h5tg4+WMtVh06hOTmzZzXa6xZKWKGPZUnH+ZUqBw55KPGHbuxQpu+Dg9h5KPDGH7jFUz8+ucYfuVnuHX0Q0yODHGcsR5RjivKbH2BUfTSOK2QwcHtm7xkqJ7jFqPlUuJ40F0XQ/qCW3lnry+tWoOm/Qexdsd2e1A1cuYUbvz6lxj4xf+hnP4pbv76VZz69BhuTU6jnuNt/eOPoW41ZbXGNOVNvkTk5FTi+NTr0zburRM5TimTcjlqg2QrG7eqQFMjGnduQ9uObfbVzoHeHvR+dhzTxz5F+tQp3PzoIxx7/318cuIkrvb1cYwwb71WJV4Qj0qvWSaopvPdgzjVNdd4Vx4PhYoERHtV1ZCkrq1DXW09Ipy3xq7dwDXqB93USScGBxiZ6dra0MzxWNvaimmqCGMF6mxNHYh2rAE61yO0fhvqm9oxOUOdm0I9WtuA1tUb0NC5FqU4+ZhjGps2YDX13/XrNyI+ncWt9z7ErZ/9HP2v/pp9+Qt0vfEmLl29jhnG7zzwGNY98TRirR3kY45hyibbUFtt0vxubRLV5/6WA/y4vx9cCBaKdzu8V7iftPcLX13J9wYL0SrYBx4fFNzf2L47cDPgNxTUSbMb2t4BqjvWC9lq/KbDvbZzKWkUZzGj171XzhOhDKSOTqzbuRsdazdgbCqF0x98jLO/ehXXDn+AG3LeUJmO0YiJ1zYin+GsMznDhJxwadRMUnEqJJJobW5HeSqDq2++g4v/659x/s130d07iELrCqx84hn7MoMZcDIGdu7Cxpe+i00H9kHq743jn+DUz36KM//4dzj52qu4cu0aklQ6tn7ru9jy0ssIb95Eg5ht6WhF29bNaKNCFqKBcOvsaRx95Vc496tf4Mbp05iglVOsb0Q2UY9srBZpGTRUxrRZaW17h6EU/luXr+GzN97BhQ+PIjc6QfVbBpnjX8FSePhuwPezRxnEzlETQIbJNtB7xyXDisNGnaR/VYkGEjaspwG8DbWrOzE4MYmjHx3F6X/7FS6+cxjXBoap1Dei3NhoGyynZURVpoQ8FVM9gU2xr/JRGoYyOISxJKYTdZiqqUOOWIroniuXVTK0OiwziA7VEKTR4rBwXZRCKKPAc72+OpKREkoDsH7ffuz73vewdvs2FCYncOPI+zj/z/8bF376r7hBJStOAm/fsQtbadzq6RfWrkfTE0/ZF0rKVKQunL+Ci6++gSs/+RnOvv4GLp49i3EalWEtPxdPi8/IP2kqTtlkHfmPBgXP9XloA7WJ57ZCgH0Qsk1bE85o0YqG1nbUcxwmaMBMT6RwgUbuJ79+A7dOnkGIRms0Gid/cMwVZUiGOW74q3Hscr8PED09iuP8s1qWQx7Sqi0ZNNpHBhs2of3p57DzsafNaZPq6ceF197E2f/9E5z5xasYuHgVzfVNOMA4a/RFJxpM2LETG771LazetxdDM1P47PhRnP3Zv+DCT/4JJ95/BzdvXkM2r89Y17vX1kSLmnrKHNKRtNLmuxwc9kqjGyCkZySJYrIRpUQD8uTfjOioDYnZz3q6XrNyJaPUovfmDRx/+w2cPfwW8gPdaGis5+0WZGgYXzh7AqdoxJ3/xb/i/GvaC+pz9IeKaNu9A1ueeNy+RmSOkiLpQeVbiq6nj6EUee/AuF0v8JZTkeeorMFsfEq0faMogTQOkaChTV7LsO4yJOWUMZEkGc0xm9EqDaLanJMDR84rORMY1zaNTyYwlUzS6K/HDOWfveKwZTvl6Hew79nn0azVLRcv4/zPf4nzlNFnXvsNrlLZz5IXO596HNtfeB6tW7Y6WrLi2ntimn2Qi0UpNysuXK2GEV/wXpF9liH/T7GPJo1H2A/rVqHt4D60796FHPn87PlLOPVvr+DUT36Bz956H6fPXsT0TAYNDY2ob6hHWHJJxrKMoPY21GzbhBWUbXkadKP5AkocWys2bUXryjXOUSKRRmAN+DunQ9wXMAtRUjgHLm+32bR4UBuA15IWdSgIxYPsH9ejRJ6mOb6nSYdsIk7+ZZ+Id9vb0frkU9jw9DMok68vn7uEs7/8Nc7/47/g1Cu/wTleD09NU2aw/7UhOfu+KJkgnuZ4a9y1C5m2VownY4itWYt6fT2Gc5xewUxs2IjiqtUYJ9+XeWxg38U7V5F2+jpUgUZagW2yNXKB9s1v5WLgZXCQvneWzUGopJsr2MaRfW2H4yYvVJxEApE9+7D1ez/A/icOIZrJ4+Ynx3H2X36Cs//4v3DyzTfNcRdbtw6bX/w2Nr74XYQ3biN9alGO15H/GilzqYPoVUqheHcV6fTct7HzyefQKJ6/csVe0zz/k3/GlcPvUb6OIU5ZIMdWprYGRSH7rqwVx+Tt5QDRbSHeFP2klwWPQfRx/PntwGJUypDUltPKHAot7aglz+3+7kvYsG0rwuk0bh6l3NXDsH/6R3x2+H3c7B9AjDJOn6Le8cILCOsjEXrwILlCHtQXOG1zb7Ki9aUc5hQAGT0Mo45QJO1znOMyqkRNHLGd27Dt+y+h4+BujKZSlO3v48y//gTnfvozlncE17q6GJeR6+vty3FZ2wetaDwRtZU28+ngabMQLDbmfVpBkLZBCF77+7PxRDum4wWR5QiNj115+tUXSo1HqIslqYc2rVuPAmnV3dWNY+8fZrsPY+CWvvZGPZlzTZz6Wu2mzSi016HYqtekNiEmh01jO/XZNdRzNyDTWIdUfRLJ1dTtNmxBsrkDekajhyX64tQKzqePvfgdrCFfj93oxjnq2Cc5Pk78n3/Dsc9OIBWJonPfAdvGYDX1HGizcr12HRJqHRDzYYOsLZzjtK+T3wdvIaimi8ffFlA/e3yg8KUVtHRYzGYU6N7t7t8tLIW3gnFuF+9BQOT/IVTOv3HghejtCOvD81TQT506he7ubmzYsAG7d+++78540J35IPL3eep4Lyia66hBpPNLly7hxo0bWL16tdFUmxAWKxqu4gm8bNCw06c1bck3BX5CT3KJekozyvARWQo0/NvYPys2bUGkuRV5TiQJKs4bqEiGOCnk9cR8oA/R9g7sfvoFtK/bgBSV8ZGxCSqNNCk52TTTcFtPRatt/yGUmlqoBND4SoaRaEpSt9K70pxGqFjms1mk9DpPogbR1Wux5VvfxfaXfoDGnbtR0PvYqiZrH+VEqDZJFZUCIGU/QiWthROj9sDI0BCYoaHStm031rLMuk5OjmxLJJNBITWDDBWPmXCcBk0NGlnfdVQWa6hU2xM/5i97pBpEO22Cd/36dVy+fJlkacSePXtQpycglft3A5o656cgDRhgO/pXQnRfeoGtdmCgnsbbZ8f1bj6VnSJtuHw8glSpiIk8FZ+GFqygcdawdh3yMlybG2l8bcZKPY2kwZUeH8PwxCTCrHvLzj1o374LCTl3JmfQMzSMKebdQp5ZR2O1Qe9PVxwN4hND1eMu23k7UF5eZoi2+gpZT08PPv/8c9TSgDx06BCam5tnncCO1xU7SCEHOguiDGEdiyRgjonsxTKOhVoaOlqurafO2qw2m80hp3vNLejcu58Gwfew5slnESM/yADW01p9ySwk46wcRY51mSKfznC86RWrTYy7h4rUqq1UimVgZfOYGpvE8PgE4g3N6Ni9D6t27+F5A2vD8aSvOIyNYkRf42huw6qdO7Fux06EVB7bF5ueRjGTxgwpnpZxTuO9ffMWrFT+VKi10kFP9G2PEynneorHhjpFjEXcBkTvwcEhXKbxItjBsdKhcgNgrxnZE0Xxp0wAC7QVX3qNyyZrtrM+mSAbxq3cNI2BAg3rcpRhK1dj1f7HsJljt2P/PiRpFIUTEcTrapAkD87QIJD5OEPaTzNtlsp7PZXZzU89gx1PPWubNEZo1IqO+kTx0MQEEm3tWHHwEDp27EYiSb7WHgzpLCbGJzGYyaKR437jY4+jWZ9NZ9+GOLeEOR60keko6TxG+VDf0YaNO7ajfvt2NLY00QiJocB2TbPeozMzjFfAFA3HGo6XNc8+Y18La1y/CcVYnFSIGL2dY0W08XRyo1grnvTVtyiN5BnmdezYMUyw3gcPHsS69evtyaY+OxwEXSlPGa9aEq+Nks05pM/jjgxjoFhAct1GrHvsCSrwm1lf3idvTI2MYTCVoQxeiXXkVy2pj+vrWeKLiVHcGh40h2zjvsfRvvcx2m0dCCWTtG1rUE8erCdP6StG0zPTyJTJ/5Qlkc4OdD75OLbT2Fq5/4CtLgvr1UttFjo+bqvHous3oOPAAXTqtaQa7afAf8qSgcFh0jCPuo3rsf6xQ2jZSlnDsiKxCGoaaDRw/EwU2JfshwnGy9CAqGMfb336Gex98UV0bNyEKA1qbT6aKJLS4r3JUcSvXERvfw/6Cxkkt27B5u+8hNbdB1Aib8iIUU+YHUnwMsTLpuBRKJ5Vf5w5c4YknMZ28oB0Dt0ryRlnf4xvqQg8Ub9K6knu6ct6Ee2NQppNk+fG1F8rVtMwOojmLRyXNLZC2oR8ahyjwwMYy6aR0ObW5NlVazdQhtRxDNSgtpF0Fd8VSpgh/06Sx+WQTK5djbVPPIatLzyPVezTaH2Tlk/Zp9mtZhxfvZy7Uhz/qx5/AuufeZZpmC/nsMJMDtMpjgX2ecPuXVj39NNo2bbDnKslTmQyhvXVRHOUaBIxcHQxOlWCjE7EHPv63PlzGBgYwJYtWwwlmz2Nlwyz0T1VdWQZdq65jmOHQXpwJJ9WiAZ/vKkedfW1CJM+on9W8zTzKVDPqN+2GRuef5by+QU079hlslMPG8rTWYyOTmGU8ZvYFxu0cfPatbAvdzW0oZ5pS+TlbAVzHEf1nauwmrKgad1aGsl1KHeupG5yEK3btiNMWa96qfpWY9HIn9tZFVTi3gmMvuRDzWUXL140HW0lx/DevXspNyizKuXcK6jO8t3KuaictNgwRN2kvqkRtZTX2qdHr3dmOQ4z9lCL90ivzd/6NnZ+/weo27wVBcrvqL7YRhkzMDrKuacGrdRxVuzdg5aODkcA8u306AQmqDNEG5vRtGcvGnbtQk1LM0KcL2upcyQpZ3IkytjkNCamU0jzPNzUZKssNz//PDY+9RR1sk63DxQ5QvOKNhteiMfuxHeiWxDFq1c4v124cAEdrPO+fZyDKP+CMkJYLTPmQNc+TC568ariineJSiedWeccX+FiHiXKFO3RmI3XUO+sRaxjBfXlTWgjX4W1upfzeaqiMxTWUR97/Fls2rMftZp7Ke6y1BX0qli0YyVaDz2OVU8+jQbq1xnNBywrLo8Z+bmRulqS8kKvTUmj11f2ssygUFfLftqHrd/9HtY9+6K93hbivCWdR2NaDDqnH4g/XNvtXLK0QpMgLgT+Xm9vr9kZNdS5xb9N7NvlNOLvF3zr7h6UcqG2z4XPuyteWJhUC8DiEWfvVEUJtmOh1OpT9kjlaiGY357FWrd0mF+jxeo3rxwfyQLm18Cugrw2//Y9w2L8ey/wjXbYeELdbvD6OF9Hh82DgHutc3U60VyT0J0cNj6VjmbUMo1NPvEkYg1N1HE60LR6HRppJDZu22YK5KoDh9AmY6lzNcIr16Bh7Ua0r1pnKwQ0pYU4SXdwwlj/5DNo3LodtStWoYHlt3KCbj1wEB2coFt4P7xiJaZZT00y0TixgRN8ewsaV65AK+NryXvzpq3oYJlrn3oeG174Npq270aORqu92sJKa/IK0Wir0WqEVazLmrVoo9K/hsbhWimru/ciwvD69VuwdjcV6g1UOPUpZU5MEU6etY2NqFnZYU882nftxhpO6FqyqicS2hdBYkhOkmoQ7ZbXYSOQsSCxq45wAlBKlxPE6huh9jtRvRgupxMrF4pH2Ve1aOwk3Tass/a3UOGSc2rt40/ynEbc6lWo571WGg5NVFxktEWo1EdbWtDE+K3bd6KJSn+M/W5in4ZzMw3flXv3YQUVsLg+F6lSqTBE1TbTrlWL5QPRzCtOoq1QysDSHTZfBN0WSgLpWCC/FGkk6TGh9WF9o31BpWFlJ/luJZrEB+TN9gOPY/VTz6HtwBNI0qDU01Z9qj6cTCDR0sq4a9C2djMaV5Pn1q8lb2/HWtZv2/PfwkqODRllMiFtE9hoEonGJqyksdNO40I8GtEGoPrSA42nKPOsWdGJJiplHVu38f4ahPVUmDwar02groO8vW4dWrZvw0qO4U6WVcsxUjIHCevEdrh2GsfwxDiIRyPOoqD2f9FhQ0U8AHLWmDPCuEK5iubqJ5ZEOaKviUkxD3PMi//qqZS2rFZbNlIGaF+OZ7HyiafRvGsPoitWoBCisRgqkO61qKUiX9fagXbGbaGx0EjDsmX3Pqymkrru4GPk5Y3mDDAHiCojY5a8u3LnTnRwXCc7Otl2vQ7Gu1ptxLg1+vw/x2HHtp0cEy2sbYS3kqhtaka99nFgf7WxnWvZx23sj+iqVUiqzitXo75D8mM9GinPWrZswwqWsZoypOPgQVOYI5SH+qqPHDX2RSLRwWjiSK3VRzzjv+4t7rAR8Yx3XWxjXyXVZr26p1duYjRe7NWbUoG8kLDP8HbsZN8T69tXuLgcB1pJE2OfrdixEyu301CiTA3RSLC6REP2ykw9675i32No3LDNHDX6okuYxwSNqibK5kbK7oY1lA9bNqBl7y5bDSOHjYyzSHMH8mT8kFZxcTzGSONajpXW3XvQxv6q5ViIxrShsIyJEI28GBrXrcHq/XvRTn5NtLYYf4RYXqyjDU2ktfqwiXN84/qNNIp3YNNTz2AL6byCvB/VuCE97EuDNNBDqSng1nUUzp3B9f4eDJAXWw7sx5Zvf5d9sgV5OTxIM40Bk0sVUN8I/bk/Cu/ksLGNiy2FwPevZK7+ND+yfhpnPIlxLpF80HzYThkapwwpxCMo5zPsyjwitUnKVfEc6bp5G3lwBcraiJk0S3DOau5chVbyoGSQxkz7nl1YffAANjz9lK1ISrauQLEcQylXNKej9piTDCrqFT3OrXLYNG/dAZDXi+EEZXot4k2tqKOB2Ln/AOXFXttLRM5mWxGmfYLIN3Mr8fTr6OL+XIh3xufyOZw7N99hI4eCl9NLB8/v/s/NYQYVeSW66mm/HMNkNYQa68krpJHk8lqtJNqIRvZV+0HKlWeexCo9SOA41afli6E4h4MSyalejzrKy5U7d9l8F6eMD5PmodpmhJta0EDaNaxai5aNW+3VtNVPPokVjz+GBtIspnGweTOaKSNiHGf2irfqPo8n1I75x1lgwFIo4/nwQTlszFljR70K7Whre/1xHqprX2nzVhP1otYNmykHd6CdvLL22eeoMz2Lmk0cV8l6lMJRt0+YeJ/6TePmTWhn/Zo5R+ojEeZk0/1YEsmWdrRQV2ugfEqwr0LJGnt9VSsc9bCnkTIj0dRG2boeqzgXrKYeuOnZZ20/m1r2lVaW2tftWJZtWm4Z3z1YP1VoK5AOcfXq1ft32Og273mHDf9t7x7pzEorUa19vfTFLDmma7W6bf1mk29r9+zFyq3UO6lDqV36QleY81FCejXnu5Xa3J46QVyrwThnRDn3x5m+hTKjfd8Bc7jGm1ttlZ1eP9MrsVF92aupCfUr2qmfc3xQB2nfSr7dvpW69R724zNYw3k3sXq9rcCU/LJ5kuBWCBJ5KXnmOMWB4tmNJYCn3cPrsFHbfN9ZwD1AIOG8fNyJv9QtAwYEUtwGFGsuQ5/eU9/uVjKqHObBQmGC+VJqIZh//3ax70Q2X2cX5/b56nqWRoLZCKrx3B0//jS+AlHuC744pu8daH/d9cy3LGBC5qspeh74gS3F9u///u/x8ccf48UXX8Qf//EfL0ropdZ7OTvqy4J7rbNPJ9roXHSVY+aXv/wl3nnnHTz++OP40z/9U3MoZLNu7YinvU/jX4vSgkkzSLI5RCenqDSnbBVMMUZjRY9qOCkpYiGdRrpAPorSqKyjkaDvHafHkUtPUumI0/ivpVFK5VDlEYtUTnI0njL1DShQ0S0maqBP7OpTkIlQBg3hDBJUdCNTkyiPT6KYzlOB5n197aWpA2Ead1nmq6Xx0ItMpSxqOXGFqcyGplnHSaZLT/MeDcm6GpQ5cUoxzuZZboZzYawOERow+vxtvJxFKDeD8NQIcpOjbh9e1lefPg3V6lWMJEpScEQQGtWeRh5EO60Aeeutt/DKK69gDQ0q0XeFlOPK/bsD8bRbweC425VVZPlSENxmlzpKqDtlVytC2MvsrzINZxoHmRTbr69i6aOlMlRp7FJJkPE2nZlBhkTQXh61pLs2TNWTxkwmTaWcaWko1VIp0CqNYoph6Rnk9dUXKQ9UcO0rR8WCbTgoZb7A+mhPHdV1jip3D8GxLJr5V9BE20QigU8//RR/8zd/g7a2NvzX//pfzbCSc1fxhOqSOeVuLi8Do5VD60Yes2xHgUZemTwXzmchNxRVRUQmx22j6kIujxCNHu3PUq5tRKG2wZbVqx+KxQzpXECERkwsk0M4RTrPTKBQSJG5aDDSONNqhDKVXe05Ij1IroZIroBcahLhYs4cOVG9vsB669q+VlTIocg4KY6VEstKUuEJsf0sEFHx6OQY+ySFfIkmF+uuz6qW65uQ18oGKo0atxwobKfoQD4lqq16Xep2IH4+c/osXv31a0bD3//938eunTvniMU6ir42BlyOjKdr7WnEIjloaql86ol9OJtGhDyDLGlBIzjPMRciHUINbciTlnmOx6w2/CymEUPOvp4BypbwxDRpyryYX4Y/OSntSX36nIY7x67ol2AYW015kCJfThufyNFWjHOMU4GN6Zrp8zMp8vM0IjSYtZGtxr7i6qlnjPwfmZnCTGoGxQjT1PCe9gZJsATtw5UpoDCVRSGTJZ/LqSQ7JIk8Zch0goq5VgvR6ItSWQ4VWF/eF3q6CEVP40Q5kViu+FeG7n//7/8dN2/exH/6T/8Jzz//vMll7zRXUpMtcrAQtEJKYzzOvouIv7NTKE2PYzpLnmcdEvbVpnrblDiSzSA3pTal2IaoOVNkKMkRG9NnwZk2RZmYlbFf14oQURvkRCOUt5QQIbY1NpOnzCayjFRhmrwbRZF8nK8lbWn4RhOUH0XKOsqaGPlUDpQ8aZmT0dNAPiX/aTVQggZXOZXB5NgQ+a5oK6hCccpPytoIjZAw+TPE+kYYpzRN2ZImrbUnBvk5wjkpRjrr87Wigs1DGlsTE4j13UL24yO4odfYum+iv74GW37v9/Hkn/wlkpt2IF2OavGJOVnixKA88fJaR4WrT3Qug7irqwv/9E//hL6+Pvz4xz/Gt771Lbuf5/i3p9BKZ78uP/fr8pGMTJZIi1yabSpCbwRrL6Ey5WqI7S6SGSMct7EM507yrByz5lhiv8X0qqScuBw7MSHvh9nOvOYv7cfEfiyT9rn6WuSYVzRWC5rNKJB2kldJOTsph6bY51oZGuU8GifaF8Iok/WlQ9HNvtZFXtAKkZBeS+OcmWP/acxqOMthYu0RbXgUXdRu40Xd0TXpIYfWT37yE5w8eRIvv/wyfvCDH5hs9k5zT1vhQuDvudIE/kwoOcW/kMxguzQZplEU5yAIaSVQLoso9Ywwx3aa85JWU9nYZrv0WnaZvK6xSSlLPmXfUC6XOCZy+jKP9qqr0deKEqwzZSWlSIh5SdaHZqgnSAYxSpj0KUt3oSzOE7Pk51JDC/KJBtbE6UJR0kIyxo1v/hsN544eZGQ5g/j2ILrJmVDguPrFL35hOtqBAwfw53/+5+ZQ0P37AUkX20tGPhASNsR+J3dy3DNIrzlRDkpOa4WMPkSgMV/gGMxTj8tTR9CnvuOsXy11hDDleoZyJEUZrz1UYs3NiJBPyQSIyWHPuas4RbnKeTlfk0SRvBuiDJZzMFokz1JvSHA8Z4fHTb7GxJf1dYaSM3pFWbOXBKqcNd7oXIwGXkcIguc/P8b9Ubz6m9/8Bj/72c+wa9cu/MVf/IU99JH8VRrFES6UpwPVgaiOZWcXKdu0GbXtBRPWmFN9yKcsT/uJi1YxysiC2juTttftRa9QUyNyjFCSnkYMU56XSbdsiOOdeloN+zxJepc1RmkLZcnretU5SpmeaG6xB6hZ1jen8cvy6kjbCHk1TDkDznn6BKjqkWd/5TVvNrWiRN0lHZGOre8khilFpD9Sx2Ba8QQbwbZReLFNaqPm0jDbpFG4FPB0lo72q1/9Ci0tLfgP/+E/YP369cbbXya43tev5x4nW+xKfbdkcDkpnznwYYIF8mJQkHs0f8/CbYueK2v2LJDWV9sOwTw9BPNeLF0QFIeB7sDfyvUCMYPZLXDX3Z9NrmMwQQUqQ0ZnPKnoRlXg0ju7x6KRnxQ6jw76WagSSwTx6XLBN3qFzVLAE/PRChsH91rnYDqd+2s9WQiusNEEFlxh40HKmoSv9qfQKgSarfbVhjKV7hKN/lALlX1OPNqbRnsp5KiIl2qd8SnFsBChMaa0UrppcOpLD7mY9lZw6UtNzSgzfZkKa5aTj/LW0yvVwRaaUmnT6ypSZks0jPRZSbSsAPSEUZOP8uPERjPZBn6Ik06ZinCBxlFR+XGS0tcGoiwnyroWWc4M66o9E0KsozliGE9PjbTZrl5lUXnaV6Dc0ICI9uNpbTdDUHtDaL8YGVGOQk56VNNYk9JiK2zuBubyDUgpL6F40LSjW1Jl1Eeybi2Myg3VUhoDFIbqD7a1TGU2RGM+RHrJQMiJ/lTCpGjplTUtxdcrblplovghKvuh+gYqt3q6Q1poWbKeoLIf9dWGsJ4KKYw0kyElY0U1Ux9I2Re43/sH44WK4iXayrC68wqbhUv3Qt6JfweaQLSxr+wiOT+o+rhP8cr4rKGh1aAv1JDXyAfF5jbbN0Sv2GlfBTlsdBS9C6RHWbzEOom3w62tCJPnNB7yvCeHkJ6G5VigXGph5h9tUB9QkWU54sEi6UlLwJ62lUjrsvpHDhjVhWMux7LkJNV5kWEl8leECpGe0pWoLMvQVb+oNxwd1GKHsxRZhDYeRDu3wuayXdsKm442njGfSlLFsWz44/vG3STteCke0DhSXY0H2Q6N81JLG4ot7cjrSy8cl3nKB6qK9qd+0BJ57VGi11+ijFdWfI5d7YElHi7TGCuqTBUnOrCfyjQGQtpXQa8tVO7rNSZ90lllh2h06CsoERoBWukh2SD6Kp5WSJWYVq+66VVOPWnWq5ZZ0lF7vxTlXK5pQpTjJsb6RJpabP+QLPtLBoX4RoabdFxTyJinc9hUCKUj77tTJ3/Fv9UrbKTMet61qParo9JXelD15Yl4rRSjUZeII8xxqs/ySjbpnuJJfhZpjGpcRzVOxSvkOz2llVNKr6DKYRthH2jzSr1+k6fcLIRpdFCO2N4WerJdV+8+jd1C2pPHQkTRJi9rlgZFlPTRK3AylkusS8jkAlFyn0wgR4N9kpcNyLO+0UbWlWOpYLSXS9nJKe1/oX4rsy3hBhp97PMw+8PKt/6U8488kS8i3d2D3k+PY/DDj3Hrk6M4d+MmpjjeGvfsxaZvvWgroDRm1Q4ZeZq/zHEZAC8bgkehZOhiK2z0UMHHd6Bz9U4gTLzO8VbUnMcxq/bIgVAgDxZlpzKqOeA4Tm0/qwbyFeOo7/SAQvuKaHNW0YNM4viavB/SaiSOnSLHkF6N0quZ+jKYRrk6XDJXvF6WHNEcy3y1ElSyQA50rRo0hw/lSUTygnQtsY4CNUmOSL2OR2qZ3FC7gjLcO6oEnlb2SlTVChvJ5ln+DaS5HbjSNJ49LQPpeKorN7MzX+aZZ4AeK+U1hknDInmqyDaXKGv1eeQc+z5XGeNyWuvrZULRU6/gxTSn12muIw8y5zzv6VWcHPOUPNXqhDLzKZP/NMZzTGf7iHGsRETbBPtV+TGNaCXHcaDGdm5YCdTBKMITR5nbg+gmPtRc5lfYdHZ2LtsKG4FjCSdDJavlfILmDcqJcpIylDKw3NSGMnUf6Wd58lKGbdYm5rZCUOOdeRTIU5IjZfKTPg8uHc3mT407zoPac0h9VBYvUm7oi3VlyWTyo3i9qIdqNZJDLbbCKaQvLZLuGjt6gKIN0/V1UdtQnX82lm/T/rl5aA4U39PUg67Fq/6VqPb2dqOvVoIsnX91vxKHB6VyK2zEE3JKOPqGNe441uQ8LolGbGeY9JU+Kl60Fbqsi+le5Nsi+UsyUHQJ8Vp8K141+cCxL71CemmYskCvVmucyoFjsp9tFEpHLUrmUB5Ibtu8S/4NUX+RbMiK76nqm26vOqrePFZawbbrXGPOg2jo2rQU8DR/cCtsXB/dCdSquZjioDnQlftzrZpDR4v5GIzn/9y1WqPj3B1/zZLVN7zS+JKs8PEWwrlS3cGdzdXfdAqi0y3moBI8iwY8UTp3HaiVBfi+FvDMCqjct985qklOzIU78PXx4MJ9qK6U2lFFqudc6YFyxR86VM7lllcOrmR3x8WVbTEXzx3cUWAx5y7vGu48xpcOy8HVdw0LCbwHBZ5Y1UTT9b0S0qddDH0cf1wKftNAAtP3s45BXAhsIOm+/qSMhkpUcspIR0NIcdJPUe1JFfNIMTzL6yzzz3KCymnS4LWUVymh+jqLnnrOFENIk70zVBBSnKRSnIx0TDOOfYKVaE+JqUTqKU2kRMWsGEOmwPhIYiZah1S0BqmYNhCVYRW1T21qZDOmE400JrTzfY7p9YlIKbnaRNc20qWRkQtTsaC6m+OklS9rE0s9HdGUarMY68w8o0nk4m5D2DQVDZvkxA9ER6/ghLZ0CNL7djgXV0eV6VHXusl2EiVV9RUcp3hVkDSU0S4FSV9zShG1J0SWClKG4RkqAqJbmtI/o688kCYF3hPqia+cCzmm1bloIcrkWKj6UZvKZqlsabPhYkGKPqvA+3L1uQ2IF4fqNt4Og1B9vXTQ+F0YTbkxxZPnUjAZLL7TA1V9fl4GfYbFajNqbVSbTtaS52KYIZ9lyeslWuh6tUEoqrMbyEeMzy5JUbdJU1FLU4FNG821+ktGM3mcccp6JSVG/uQ40kaMmcp4yTPPPNPnRGMqalKSpbjqWkpdgdQtso46ZljqDO+n2Udp9p/6tBCjAsd0zsAK0EyNU7k6sg7V8m1BWaeZ0vLw+EUwfrRhoLSVvIgaw+IH7QmUYb1nKnTQEmyNWdExxfxzakmpQLqXiKyDFF2OTW0QKiesZITGnm+bHIZSYKNMH6VCKuU/zzZJ3mRFM6J4VH0rp1eR9BVNs0TRV6iv2Dt9mnzGONp0Na2xUBkTork22i6xrgXJCckL3tMXTVQPQ9arQBkT5pjSJ201FkUGtVk4RzXSx1GE5angpYP4KUh5R103vsVDNkZl6JO2+kqWwiTF5DzM2n3yi5w6POqzzeWoeJ30IP/kSIAc6y3nuByOWhoUdt4mxuHYNnqQ75kmnWD7yftypiuNPlUdYV9KASUFbfyoDBkTokuO46WgSspJoHD2rTkYabypvAyFRIGdoE9dl3jUZ9bzpKPxMNMbnQ0ph9jX2ktEbbX8KORyI+O4cfIMPvnwGD671ovBcC1iG3Zg3VMv2N5SMsr1lUJxoHqF3CCyLR9U9QsHjo0379SQs0VyM8P6qh80xrUxvFKY44jhJdJPfSe5kGW75RDX6ivdFsrgFS8br5HPDUkPbUIuB2WU9NBQ1v5a+jR7SH0recHW6ouHbvtgyTWrnpUtGS5eV52ymvMYJidUQXs4sb/slQei51lLVoFq+StZsZCcDsJi972sEUpO6Mmpdw4Zz2tc6lLV8XGtNq5+5ljXfGUyhfKY/Gh7eJGead6XI0CfU7Z89Uf5opUD2s1Dn0/PUHbrC13iWxGxRFpoZYR0FW1anuaYSZGeM6I/889SDzAdIESe1Je/yLNyzkZZJ41oV3N39OcCtXx2DFeOd4Lb0XO5QHUUO+pVxlCRDeG5xrwcVnJcpUmXtMYp5y/pTRnSRLJEn+yPkx/1eqF0H9MJSGNbmcrxqo3FRXO9iqp+yjOvLFEPNjS/SQ+0/iYxjHLsN30hMU2ZovGeTdbwyDHB9NrnRXIhTDmlP3PUqO7qs9uAv3+neB48j3q63x39FZco+cmjo6vaL6kjzlMA2y0HFicFPazRXJbifemhuTj5SfddStaZ4198TXpoDFs47ytnOWPstSfSuMBxbii9Wv1A/rWV1pIDJKvtxcd+M92D40Jf9RTvpo2H2Z/U+dTfMaanlkzqOr1Xqx9NloipDXSiiVI4G/gQQIXud8DglZwmdm50Ymt0JNpr3byjHpiPCqtG/ol3g2h0cahzhdif+Eh8xZLFC5p3ncPliyUJlfvcNfNj3i7ctUDTqdJLv9RR17ojcDHnYxAszOqqo65dnh596wT6dRw3S7HK31x5Al/+bIzKGHLVdnk5ULm+hAAyrkW130oeRiOXh/RKgYvnXF7aWy1Q4lyZt8EvE77SEbJUgXevUC1YdfR4t3A36Xy8uynnXuq03PBV10FDhSPABo2WTmqa0cqXgik/VIZKeVN87LOgGlgaMIxTqkwCNtA4CMu0Ksqy6i2KlCVn5FsQw7Rpo77wog2O9aldhyFEC1QYiGUqTOVyjDnTQOFEIkNb4izMOlgIy5fYjHDik+IQ4kypOmsS0lMHrWqQCNDT2gglX5j5axmp3QkXmI45s762SRwVlJCMR5ajemri1ZJmns6Dr6xvWBEngF35qqN93ltoteQdttO6w6ZlGj8y0nhuKxQUT+1R59pswrhUCoTOzGEYCSdF3sQm4xrqnsKUjteudBle6nF1swtxvw8DqCZz6P90bs4azuA6KkR9HyPGSVh90luva1jfq72KJ7qS18KlHKLah4JUDWkZs16HqsQ3A4GUmF15wyS86+gqmvNPY0I2qMaHi604zhFjq7t47Z64O+PLHHCsoH3SlHRWpfRUTe7Jcpn9yX628UClUEayQBOjU0pcH829gy6cgyD/zudl8VAQBT69R4GOTmmZH85UxiOqu5x+5D+NUlNCWSfRsZizZeCitZyzMfIhTQJ7D7/EMaxVc5INylNKu23oy+yj/LFXMHl0yrH7dTXlr2QOb9tdliODzb7UxHuiR9iWejuzVnGdkehyMEesZSGFljLA6u/uS96pf9SP2q8myXtxIm/xvhxEumfVnY8ijU4D9F2KQmEx5pIYKAtzDrBce5WDtJWy74xf1UPjkBRRpVgfi8ajVnZYmb5cHXgufiW3sYrsAxbmNkwWb7K9tExtvwkaGpTCJKFb6WLxrA6iI/me/SAHp8kPyXn2pdrqVlywD5iX9lgxXpD1oa6oaJ5h8q/ypcXHSzmeyMtMW6klGyz6uzHK2Ignkmhu60D9mvVo2XsIm7/zMra99EP7RG3tyjW2UkdEU9/bqzNLoPNSwFGlAmq6VYc/OleQ1U8g/hYqnHUgSqLqk8ekhvGK4pTYb1o5JBTdtKGqPtuuvZ/0yptGrTnIjR6OJipPq7liRI1tmc0ytNgpxhdGWw4YvUoY1Z47zMdJc8axudnxuH/Nw7rBwoxJ3DXLtSoS1CLfKoHa6Nt5LwpxkP9n8zJkgKog4ngMgDlghYxk+3SQZhF9Ac74hvxj41TzPUkhGcLOsU/gs50h8TfldYnyWnLA6SkufyuW11oDFmNi9gZDNHoqugzPQuwX7X9DqpJu7CsGh8TfJJZVVRlVQOfBa0FlOD00YG0Wsv7aVFwjW9eaW/S6nOZxc+rqSG6QHBAPU/NCgn0QkywxDlHjdUbuYZg5LRmqrzhJNujVYqO1uKqSR4RHexinctlPUfaZHjZJL9Pqba2slLy3VTU82itnlCHam0/ybSngeWyWvxYA9f+98O8XoUIHoqOraFOhTqVojTU33hTOkcibtrJTyFDxtvjInIAVvnV6qcat8mSAdAvmJzqItlGeS66Zs9Hkq/RsjVwxpzJgWaSnek1f+BSWOV5Ea8kIvUaveVQbt4eJriZC1ZPpDVS6dAmOK443d/0wgOq3NNSvtc7orXPRzLVR49uNcV6LF2aTzZ6489lLdahooKMCdCSKx9Q5uhQwnuMv6oCyi8jdcglb2brtYt0BWI7K85Erp5oyrSoWSOCJFTsv0IMLcNUifwbjBiJLb3FFiXMFooeo5mvrcQ581fw4Usv8n+Z6E46Svbxj8688lkZ3VwdDy8RlpHiWoYHuVqASZgfm4+dy/So3X8OHAR6W0fEIHsEsmLjioLEd8DlU3JjjuZDXXlXVZGCDUHEqA1WTmZ6ZuKNDl6NDfyWlVk4hGcCmwLIQc7DwT78yUCwmw1SK1DWbThjfhfAW00ipcjk7FLhpVTnNpRM6gcF6EiVo1UaJL6svy/GizIFrl8Olwf0rByp/PgavHJh4nK2VwtVuUc1UKSo/erIi40d3XfvcsULBL6Sfy/uLMEvXWSHKtBL+dvWwgW/NfHTt9df8Zf9LURLv2RdfGGZtrPwqlvE30aglnmM8oeIrTChquLHhaeLuCMyw1j3Gd8qsBVdSuUnZ2bK+pDmaKqqnu0P3O1cy0SK73Mxo1aWBzuaulgd8nnOods0PqdSR41ZPx1VHhejMo9FPYax2mI23lWOM6/jV8akfq0qrRvoxZeysYwU9SIdyelSQgg58mMP56eyaeZtSy3rMjX6Xh/t14WYU2pUD1+eVi+WAqrysbu7UKuIoI+RlhR4Lge64+0T+q75qlTu6cOMexjHZV8lLHCpwcfknOcwGKp3Ftbs+nq58zu5Kst8Mitl8XAxPM5dPJe/ZEN2dy0P1MweV5Fc0guSqTmx58Xk8+e//EI//2Z/giT/7U+x8+WU0bd6KfNy9Vuif5Cs3a/ADBOVu/R44qh1qgerv2lqhq90Lhjr+NtWW933rPQVsdKjdytcltjiujyQ7WFpl7q1Ob8gwN+IcKotKNgF+8aEV9KdzhyWB8gsayHP5z8FCYXcGXyGHxila5VL9Z7wpp9d8WTHXdtXP0cqDcrT7nPMNTeo6yetQ99kTpgNopYdeQtNfZQwE2vt1Ak9NrQaRHuTHvG+Nzvw8JHB0IJLnfLxq1H12sN2fjU8M3vfo+sf1pUK8Q9acsjzXwdJSh6MAsXyXA8R/Hu8Fgumq8/DtrAbxiGv/LNcwMbmRgT4Hd5804ZDWHDjHu3P3gnT193VPslV/OvMPaFzdZnM1rIwc/rlauH6cj3M1Eih9EL+eoFXFjrfktpZrSlqXQzlSPO3mcP7p/Pa7G/ZHIsoJpFUvbo2SdDYh7zFMdpEvye7Y9cKg3O0ZUwDdqhiNTWXm4ukoEWY8QlQ/zs/UamZ//jqI6mPX95UgC3H1VjGVQHc03daNdxfuUWUrH5379vEO07szJ0v1sETpnV3FuJbUCGPtckBe5D1xqKy6KOW66VSspLhUKyXdHc1ic3Rwjn6duOuHAawvHsEjWOwpwZcN85UxjZXKsOO5mwRciP+zWZfHyhgzcCFzf05ZDyKBmUvRN+FCyaKjQ5fWPcmppNefrit1my3LBIRLYwLKAudKd8dKCNO6qzmYa18l3K6FKsHj0uFeFYS7hdk2zUP+mTSevarQrxLCn7mrClQufai/o2xc/Pmg9vmw6nsPM6iuHgXWS4GucuFzMRwv8bzCbx78laetRyOYTVCECg/ovBJi+bj8LNBhBYzOntjB8Ar6MWDpBbMdo3I83g9U8l0CqP89LgSmgNgZfyvnXiFREj3lnwOeK47RWPF9K/Xn0go8zwn9GLejj2DgUllfENQdc6CLuTzn3VJ9+O+Ubd5R9VQnj5W/Bw2LleDD3dFJJXcWSBGINKfAOQjSTgRz5K8k0NNga6PdcqEknPFbpU8qMWfB0lsa91cNnu4+P49BUDo/buxPhhvD9eUiPSuW4q1XvMrtLWjctwurX3iG+BTaDu1F7aZ1QEO97X9k6h+1ae17oaOTfcsP1bkGi3HnFeW48hcEUV9/vq2+fxTLo7+nK3d37p6B0Xs++Pvz4s0Cc2Og3avcrI5j9yp4L7DY+L+dbLhbCNbNUYh/s8RXGxUSbIf/rfzxfrAmuuvqxl4xfWMurUeBS+3A0ssb/A2BuTb6droQTycXTqjqR++8EZ97mE9bl5PLbQ7mwvhr/TGHLtQdZ/kmmOldgvGDZ3jCbJ53CT5NMP3d5GNx+T87rsWzOszLo0KBuerOgaIxrm598XYg1OK5cjx6A92dW+mViNXwxZwfPlh6HdXtarv405n9tBfkaSE4knjHJPs0EOYkt0eV58o0J0yoZPFtBTVv6xVTvdae43mOR+2Dqdy0IEwrgf2Kba1kU3YlYvVaJuW+MDIyQb+6lpPGHBpE59RxeSgvOY8sXx4VJhSoLs555OLJsvIuaTmwXNgcOlBpvg5+VDrwDqU5nc5dSBzqQWeoqM3v88QcM8zztiIyF87njrY+x0quvG/OdhJGH+GIcBI3hyRv20cs9JDPHvS5Rw/8mR0zlRweCnA99QgewUMCGiTzJheNQ6I8pDoPgp+cHPhhpYAF0OL6a4E79yFzZxWRQqGgwaFVPDZIZus0N3xtU2Bh5VrJvahw+fg8lXwuvRkJFUPBeYad48jlM5dmqeA3wV3qct7lBlfvObrZU1lDtoPo+kltqsTx4JsqDMJi4RWY64GvJ1jf2woYzwMMq9Btls9n268YQfS/BIuj6cXznMPZ+x4YPDtWKjibm4X7vlLAHLh8KvfZb1aGj/sQgWuL6uTqZ7S0c7s9C5UYBrovus2PH4zhYFYJ97eCGIQF71XSChgmOTZ7T9c8mMJQOWr02rkd2Y+idWW8zMkPF0f4ZcAsXYPjNgiB9syee7Aw/ix0j2DtYLh77WOuPzy/LQiV/grenzWWfDnK5gs8KnoG8ieaOqm0vGs8IDlK4mvvhkwygXR9HdLtTch1NGOmLoEpTgZZ6zCNW6p7enVLx6AX5cuEAG0Xaq/RSO2abXN1HELlvtAr55aUYLSxOcUoVPlbDFwcA5+H8rOA+wc/DnUMznM+fPnByVTH/xX68eiv/Yre+VDV/nnAehvfME6g3+awUhbzdXkr8JsFoo5RiE2b4zmOwVkaVOKI74L9Gri/IIh2i95XoOu/ufIYJhrrSJjV4zS2lxE0Jr84Lh80+LY5XnU8VblVDbcL97ggODrZKKzQ1WjLBJ6HjeYE6TiVXg3g1wV8Xavr76SAJ49WaOnV0Hi+iFiugBiPkULJnANyEsiJIKeFrZLR/ELe1uunWo1jq3vdTESUY8OtyJGzxl4XJlZenrQVNrZ5PlEvuGubhXCBV5OTyPX1Id/fh9z4KPK5nDlWtHG6jmJB1Vrg6+17yDlgVJYLNycJj3LW2Jgi6KB43lmkPQPtFXrL1XGZ0su5VGAGap9esdWG7LbBveLzvkf3KrLcJc5JYmsOLczXz80zetCuI285EI8VC4jmsgiPT2D02nUMXb2G/OSEVdr2MWU096q/XoEknRluzdAcrQazbzK9/Ri7dA3l/lEjprK3NrpSiaxLZU73RT8soNo9gkfw0IEGih8+Dp1xa8jRNXu+ILqJY2H0UIlNaWCCR/8syAwnu5QyP4cMMggqEkHFQr9zuFB58+GL8eeulwq+7KBi4Ou0VFwucHV3047zUc+1fw6rr+ejYLHwbxoEaa8zx+ML02ch8PdcOilL4mKnJAUhmM/ieBv+I1+ZQrZAf94L3KsSu1iaYH3U/jn+mwtfHFx8j759C4HPa7F8g/d9nCD4+84xQShRKdM71wTtzZBKzWBkeBgpfeqWcaTO6Gj4FYKr91y/B2G2TVUo8Oe364cvxvF98MV+8PFc3Dvd57FKtulqfv6OtuoP27vCYjje1L4M+qpYWv0SjSClDWKZcYbjQCMsyvv24mzZnqWyrIoh/iWCtbGCrm3zwd2f4+tg3CDMxbt9fkFY6v07xbsb8HLDYzCs+nz5YD6/zMeF4U5td+GOW76Id87/6w7B9i7Ed9UwF3fuPAiz9znePQbB3XfjwD8/9/ODj/8g9CEP+iLqg8h3MfDtnX90GIQ7hS9Gbw/z483xrZc3i6VbbvDj/sGM/9uDSrP5g0d9qj4yPIrSzW7ku3pQHhoDUnlz2GjfK63g0N5Jcna4Dz/IiaFXp+TsILWMIeU0kMtGf8yfwW7rhKI5KiJE7dOifZu0R5M5HmfSmL54BRde/w3OvfZrdJ08gdTEpM1TWpkjR4vAWJCoa+84kUPHOVCcc0glC0z30LnRk+HMRx+A0cb2emChD75o03vnZHEoTUZ5yaGjj4W4eM7JM1cOUTnyvnNWub3V9JEA20PNuMYhR6Y7Zxmm1WofJDlstDI3ncHE2fP4/NXXcfK99zE9OGxRVZ4+xpGunJuDiUlVthl3eu0xm8Xw6ZM48bOfou+dI8DouJXIuw50YsSaz1dfBX8tBLP1/DJhnrHC8/sRaAulv9887wV8mUG8W1iOPO4FvqxyFoPFBoVqJfTq8OwEGzi/W6ymr7Vd/zpWQGdzV1+EYFyBz+dO5fm4/nin+B4FD1JYLFTmQng70P1gG4JtqkblVI0eqtP6speKQVjo/kLoYaGwaqiOfz9QnZfNFcQgjQQ+no4e7XoBVFpBMG6QnnfChYG8R/4LlhPMfyGshuqxvRAslE7g01WX4dHXXantGAwL4EJgbQnggwZPB22YK2VetA1HwhgZGcH777+PI0eOYGpqShS3e/cK1e1erP0LQTCt0NMySNMvhCmdSz4LSynRp1tK3KXCYnktVGdtgqr+UJsspVidYW7VD895z+9frBQRKpjmrqEi7uYll4/A06v6/GGHSsvnoWCh+gfvV4O1WUeip+/dwO3o5WWAjn5FafB8KXC3/WHtIVbzjbVtAfRg9yvH6rjB+7fD5YZg/RY7v1/wbbwdChZr//1CMI9gmQv1g6/D7SAY3+PtwheDpfKnYKG8hQvBYuGuvXP8V912jz78QUN1ubfDewFP37uRBfcKvo7O4UAaWiAxl0X5wkXceO11nP/FrzD02UlgZBza3VobvdveNhWnje11Y3k4tFUgysgUQFd/rSK0jd/LJcRzGcRmphAZH0OJWJ6eRjRfYGLGnZrB1LkLOPvLV3Hq336B7s8+R35qwrLyry5VsrQydO1Xoahcq0OYspRHuWzsoZcS8JqTHMM5/4X14Ze5lT62Ioe3Lba1xR3tHtOZM6hShlYDOS2H8dk3+lPe+siArcSpOGtsxQ6Pcqz4+iqi9l5TwOwKXOHAEK6+exgn3nwHIze7GcR4zCfNeHLUuFVMIr1W+7B8Ihtl+ehjHoWhflz74B2c+fW/YeLUZ0Bmxl4tsz1tFI1HgfGT/lTvCt4t3CtPLwaVqn35UN2Q+2mY0vr0y02gpcCDLPNBt+eroNed4AsDg1UMLldd7qWrmriq4U50uRe6+TTLTfN7FSaCu6nLcte7GpYjf+XhcalwP/HvNu3t4HY9WF3G/Gudqx73L84Xbsvtyl4Y7oUm98rDHpaj/V8WRKI0+ytf2pJylslkcPjwYfzzP/8zTp06hVxOz4bm4E70DN6vPr+bVyXvpd++9mBsp3ZT8atsPqqvKMWplcaI9jUkKoXaH8De6+e1KDqPUlU0/6bQcant8G0Otr067E64FLidjFhKHkst526huh2LlfOgyr9bUD2W8xXqpbbry2j//dTlTmkXu79YuJfxyw1LbeMjuFeQnJkva4I09w4LzRWcNIBsBqWL53H6V7/EB//yz7j84QcoDQ3J6ne+AsaXv8B9uYxY1Ncq5cxRbmX7clqxXGB2zklASQJt4RzldTQ1A9zqQv/HH+LSW2/g1vFPUezvA/J5IJUC+vqQunQJqYsXAYbHMynEmKv201GZvtZFlltkfdUq1UnbPehLYJrXbDNec2gUWYciSpzkimTdYrgMbeivDX6jxBgxzpZ7ySFnjHfIiBZyquhLb/renVayxXgjQYzzXoJtTFhesle0WtUdbQWR4rMuVldVgwdzZom+BN1DgSVNzaBw4iQuf/AhyjzfvHEz6leshPsamtbosI7M2cpnWstP+egoiEfQsWYl1tZGMXL2OC68/WtMXr9MWmZYD/UqQeUr7X2OsQcxRpdPYt8DVDdI1wvhneB+Ff1HsPzw29And8Ojyw2+XNHZ0zpYn6XiNw3uhe/ulGah+8GweynzYaZ9sG7VvHI39a7O514hWP5yw2J9dy99uhRQO6TEx2IxJBIJO9dKm5QUL8LMzAxOnjyJ8+fPo7+/357y3A88qHZ8E+ALfEVSiVoKEUrhk3ItpVOOmwiVbPvCiu4zXYlar9B9pY2BAVgq3b8O/bPY2PP087hQ2N3i3cKXleZO8Ns+zh6G9t8LD/k095J2KSD5vZR874Z+D6KeX0eoptmXSReV7NwBOivS4M8CowOYuXkFo9cuYqqvC+XUOCtVYJQC55FCxWEBxDmPxPPai4VYKNq9sj7NLYeNuYL0YlTFDSIvSzqD0I3ruPnrV3D0H/4OF157BaXrV4EsdYZcGrU8NuQyqE/NoCmbRkMhxzmqhJpyCfGSnCgOrM6sQyxURDxcMudLTNesjxxI9ql3NkkunTzj5Ih6VUoOGDlcaljXWuZdU8wiwfppJY6tvGEBShdnfoliHjVsSy3bJKwpFpBkW5O5PJKFAuKFPKKklX2dl/0VYz4JtjvBuDG99sWy5Ec2KtiR45L10opX+2z3rR70Hj6Cse4e7NixAzufehLRpkbmUkSSWK+yWU4Ny1F5Cc3XrJucPzZxR0Oo374Jjx3czTjTOPPRe7h24hiQmiI/MbIRichy5dDW6852rOBXDV95DZYyyBRnMQxC9fUj+Orgt12BeQSPYCnyaDnGSbUsXA456PMI5n2/+S5Hvb7uEKSnnDVCKfXpdBobN27ECy+8gJaWFhw9ehQfffQRJiYmHgpF4bcJTGdjFwlFeSmyHsPCShwttbYl5a477wjflDkxyMNfBtyObsF7d0PfR7LoEXwZIJ5cznH/iG8Xh+Wk83xQvj5vd26/viv0UKWUR6SUQ7KYQaxMRI4mfx7ITAKpcUQmRhCbGkcsM4PIzDRCwyNAfz8wOopwNsO0bq8aTS56DUmrWtigyqqSKcR7uhG5eB6lM6eQPXcaha5rAPNEPoWaSAn14RIailm05TOIp6eBcZY3OsQyJ1i3nE1cETlpWK9oieUV0gineW9smPUYAIZ4nEmZ40VvMOjFpxIKbv5jS2KpLKLDY4j29fHYz+txRFleqKQ4bkVNLDXDMkcQHSNOjCFO3SU6PITI0CDCaufICEID/QixXpFcCtGQVuzkmW4K0ZEh1mEQ5ekptrsE7Zuj15k0t2rzYRRIj3QOpUuXcenECSSSCex55kk0bN2EYkSvphVQWyyghnpUdGwUkcFBRAeIIzxPsa3y+EiPUoOaG9CxexvWrmrHxGAvbpw7g/zYmK2cVcfaItvZ1drq6YcHfK2+UngkhL55EDQyHpwg/eaCn+jvRLsvW3l+2CDY9nulhU9TffSwUJ4KC8YPeuE9PmhYqJyF6nqvEMz7y2iPIMjvy9mWxWCxMh5k2VpRk8/nzVEjukajUTsmk0ns2bMHL730ElavXo0rV67Y61F+9Y2HpdZN8YJxv6w+/CaAdLeK/mZOGr0KpSXqoqDCzFFTiePjBeFOfeTvL7Uvv2r4Kuv7oPSH5WzL16UfHxT8trf/fmEp9HtE4/ng6fFg6KI8PXoIyiE5NSpg8omzQEg7seRRLOcQ4YQR1ntJ2RTS166g98MjGDz8PqY/OILsRx9i6I3Xce0XP8et997B1LXLCM9M2qbCLtfKLCOnTS4LdN3A1NnTqOnrwZp8FomBAdz67Bhw4SwwM4F4tIwky64r5VE3NY7M6RMY/M2vcfGVX+DqB+9i4uYVID3F+auAmJwwqUng1lWkP/0I/a/9Gpd/+lNc/PnP0f3hB0jfvIFQJo1YuYA4ayGnDHp7MPXxUfT+8lXc+rd/Q/erv0L/x0cwdf0SItPjjMe2sl6lW93oP/IBen/zBiY++ADjRw5j+PBhhh1B6fxZZI8fw9VXfomuI+8j39PFtjnHUvqzT3HllV/h8jtvY5Q6Ty6dcXvhsHzRwTZX1utfo2Ms8ypGhgfQtrYTa/buBBrqUYpE3Gtdk1MoX71mZd585RVc+NlPceGVn6P/2KfIDPSxi4rsI+YViwIb1mLzjq32etfw1auY6dV9vZ5F/Yyl+vldvfEwwVeuwS3FKP0y4EHUQYLkbvBBwkLlCR8U2IZNFZrKUPBlPehyH8FvDyzEU/78XtCnF3jjtlou+PsegmmrYbHwICwlzp3A12E58vLg8wrmuxz5B/PzsFC+y1HWwwriKclHLyPVVjltBPF4HNu3b8d3v/tdbNiwAcePH7eVNmN6AlSRo0pTzZcLgY93u7jK75tM6yB4Kui4GArsnCSR0uafourgqeTjzQb6G0uAhejt+/Vh74evon6ijdDzcLAO1TTz53dTz7uJeyfw9XkQ+GVCUG4shAvBYuG/7aC+8/vY3A+Nvmwe+DrC8tJIrhPnPgmiwM5ZlHslypfJ0LI25yWG9QCPQep3zvHp02dw5ic/wZm/+ztc+R9/g5v/+Hc49w//E8eIn/7TP+DSm69juuuGfaLbNrQPxxAOSR8oAZkUyjev4dbpkyiPj6OJxZTGxnHmk6OYPHkSmJpkMWHEQtpzLc98ruPGK7/Cif/x/8Nb/+9/x+H/9T9x4c1XkLl1hflpBQ+xtwtj776JS3/3Nzj9P/6/+Ozv/ieO/v3f4+g//AOuvP4acjevIGL74LD8gR6MvfM2zrPuZ//ub3H6H/4Op/6edWeaM6++gtSVS4jm07aHDy5fweVfvYIz//i/LP7p//k/8eE//D3LfwPFM2fMWfXB3/4Njv3LPyF94RwwMQZcv4a+X/4SH/7t3+LTX/4KA9euI5/Lm9NEGNHKmFLBOa4GB1j1G0ixnc3rVyOxoo3tEcUoI7MF5C9cxq1fv47P2JYT/0vt+Vt8/Lf/Lz7/57/H9SPvY3qoD6U06xqLA52r0LxxI2oTCUx2dWH85k2W4fYNVN+qbNe3vn8fDvjKHTYPEyxmpN0r3G8+yymAquvyICdY5e2NEa9wqS3V6CF4HoTq+NW4ECwU717wbmGhPBbDewXRcyEULEf+9wp3W+Zi8X1bPFRfLwV8mrtJu1Dc29XF138p9PZxqrH6XjB/f+7jCRTm0UPwfLlhufIOttGjD68GlVkd917wbmE58lgq+DZ6I1TonTfa18Z9OYr6RGfn7OtRH374IT799FNblePTCAW+rv5a4M8XihtsW/Dany83fhWwYD2IpmQvEYMg6gXRvwKlA3OfVevmlVeBxcIEwT7zEIznIdiPDwKrIVg/fz94vlgd/fFeUVBNJxm7OmpcKI6/r6NwId3C318qVKf3+HWFhdpSjYIgPav74ZsI1TS4Ey4HSK6Lh4O2RZDO33SaP0gI0k395WXBcoBylkPmTsiS+a++dSny7OtCJMYwOekYnskj2TuAqVNn0P/JUQweP47UxfPmNAn13cLg6c9x4ci76L94AcjlEQnHmKPSOiefK6KMYlmbEmubXpYbihIjROZPVMnhKM9LBUwMDmD85g2UhgaQvXkd3Z9+hPNvv47J86eBQhqYnsDUieO4/JvX0PXe2wh1XUNbahq14yPoP3YMJ159Ff0ffQQMDABjgyh+dhyXfv0KLr/3JnJdV9GSTiHSP4D+T4/h8ltvou8Txh3qZ90zCI+PIXv1KsZOn8KNjz5E1/FjuHnmFMqZNJtQQoL3J86exeCxT1G4fo3phszJM3r8c0xcuIji8DASbEssbq4i1y6tMirmWfcs69SL/r5uZOIh1HZ2ALVJxqhQinn1fvAxPnvtN+j+/DMk2Z6O7BQSPdcx+skRXHn3LfSxjMJkigUwXUMzwh2dqKurR3ZkBBNdNwE5cwh6HcvN8ZIDvHiI4OGqzZcMwcHthfRCglXolerq8DtBdfy7QV/eckEwb3/9oCCYt5QttaUaHmT5X3fw/RTEhxXutm63i1/d3qXG9ejD/XEpuFhcQbUCELz3TYcgLR5Uu5Xncsu5rwN4vgrSVnRQuKfFpk2b8PLLL5vz5vPPPzecnp62ewvxpdIHUVAd77cd7sRlC94nCRdy5mj5tLQFHZcCvp/9eRDUX9VhXzdYzvp7Wnn+DfK04E5lfd1p+aDB0zeIPvwRPBh4JIsfLDwY3lWfzeGsk8aDP604T0qhKIph++YSDR+GZcuoyWhvlTzKqQzamxqx4eB+7H72KezatBa1xRymum5iovsWwPuaUfTIxq31YPpkEqEN67Fu/z6gsQFTkQjiKzqx59kX0HTgMaCplfGZhmVq15xEUxM2Pv44Dn7/eziwczviM1OYuX4Fue4uYHgA6O5G32efofvUCduceO+enXjsey/iqccPYWUsikk5UE6dBvS57IuXMfnpp+g6/TmK+RR27tuFfb/3Y+x/4mmsqKnD1LXr6D56FLh80fbZQaGApJwzqWkko2F0rlmFnY8dxPYnDiG6ZSPqV7RjVSKBxPgEyt29gF5D6rqFVE8v6jk21lPPWbGiA5HKamOBvQ6lFTasq/bbGZ8aQyYWQaypAYjrnTOCXnUan8TUwCDC+Ry2b1yHg889hSeffxpPrF+NlqkJjF84j4mbt1DOMS+9qxZNkJ5NqK2vRyiXRkZ7+WRmjOSiv17JolTk2cMlD6VvPAKC987ej+Kk9EFcLqjO914wCNXhwevlRO/8Evgwf/4IlheW8+nC3cLdlvuw9n+wXjr3WA2e1h6rr5eKQQheB+8Hj8FwQfD86wTBNi0Evp3fRLwdr1QbTfqKlF6P+vGPf4yOjg68++67ttpmdHR0No2HYD7VeCdYShwP1Xl/GSiaLYQLxX0QyJ95OO9egCaLQfDeQudBncPn9VVidT3udL3cGIQ7XT8sEKz/g8D7gcXSLxR+r+PqyxyPQXzYIWhLBM+DbfiqaPd1xyDdBEH6Li8o/2qsgIo0Lz6xzPoY6jPZFcu/UOa1XtqJIJ+Io3njBrT84GV0/P7vYvPuHaiN814qhcLEFJDKWn55JSPa2pFoDFi3Ac279iC5ciVGQmHkW1qxdv8hYPtuoKYB+VIU+UgCmVgcdevWofNHP0QndYYte3YjKQfPzAwio+NATz9w8xZGbnYhOzmJ9rYWdO7didanH8e6fbuxprUVNekcyn3DQDfjXrqK/kuXMTw2iujKdmz83ndQ/2d/glU/+BHWbt5srxf1XTiP7PlzwDDT5PMIlwrIsuEN61Zj/4++j8f/4s+x6tsvAJs3sR1rsXrFCtTmC8iwDrh2A7lb3ZgaG0OythZrNmxAw4oOttu5SmQ9zlqQeuifmsZMJoWsfZIq7l45E2iz5mQCq/fswuM/+B4OvvwSVj52EO2bNmBVSzPqigXkR8aQm5hGRH2i/hLP1NXg/8/efwfbclR5/ug6/np/5b33FhmEJCQhhwxGeOiGprvpme5gpn/v9yJevPlFTPzm//dipuPN9HQPA92NE1Z4gfAgBAgnrCQkkANZ5HV13bEvv1n7e866qcyqzDJ71z6nPtK6lZVm5cqVWVlZuWvvs27DOhmbn5FdLzwrsnunVQffZ2/4NDWeyrOiN2z0BY6LH8zOzto3QnAeI5w4+NqjjkccfpsAx1ihLjes9RTpDOXV+lxBPuYt0h8rnEz1Of2j83XiF9dP9J2OB3yDCfHsxzYL7PbFpwp9UJf4/M1PdbXfffl0ep7ovK646UX59fU0LEI/4Os/bB8JtUf7geWHVdz2cI6E0AcM8z6EP195+eWXy4YNG+TOO++U3/3ud4s/RIy81MU6eH0gTm8EMF9ItF2uULdrZ9OCunWYos+Z3gYhCNM+9AXGO4T9Qrsxv6CfAX08CNHzqQ6HzhnnpqWK1hWKo185lplH560qbr06LU+Ql+JLLyuuPboOfR4StyzPfaLH7bChr7M2Cu3D2OVagn3i5g0J86aUWQkC30LgW0g/xzFmosWnRwTsr9SO2D9/PWnOx+1cZQRdPjIue8cn5PmpKZneukXkmKNEjj1GVu+3zX79Z8w8c47s2SuCtz9MkV5JI1gbjYts2CSyabPMr1otL5g27sBmxboNImvWG92TMjuPr2FNyvSqNTK/2eg/9DCRI4+Qqe3bZdSMmUmjd3IX3lB5UeSJZ2TP8zvEeE6mjcnPPfOUPP/Q/fLE44/Iczt3yF6zrtj79PMiTz5j5Gl58Zln5Tlj38y2bTJ63LEiJ54ocsIJsu6gg8xAHpGdzz0je/GDvuaIDZuFsVHZOTkmc/ttle3nvUy2XPhyGT3maJGtm0UOOUi2HXSArDL17vzDH2T+7rvlGbxdNDMtq7Zvk82HHSqycaOx2fStabldGWJzxbQB3pif3ivT+GMNxpej+B0a+2Uo4yn0+5bNsuXE4+TgE46V0XXGT08+IU+bOp586mkZnTOenDX32b3GPhO2b0ONm7KrJ2XVmimZm52WF194Lvsz6UYVfD9v9caNKd6X+sGIqax/tXkYcPUWdAr+rOqHP/xh+ynmueeeK294wxuiJ4BQPsTH6gDwBYRldLgOQvrqqEPbTPCbC1/96lfle9/7npxxxhnyute9TtavX283xZgP5XSZOqjTZ4OCi3ji9h0WWviB0m9+85vyxS9+UQ477DB585vfLPvtt18vRzOE+irF56n97dNNHXWOHT0W4Vs8YOG3Qz760Y/a3xJ5+9vfbr+mwg0y5GWZMnbE+owLPR8pfm8T9N9dd90lX//61+351VdfbdYCJ9iF6bC2Kxa0HYtOtBVhvDkDX5x22mlyzTXX2LS9e/daPyDP9PS03H///fYHiHfu3GnzHXXUUfYtHIIyHIcIYww/+uij8m//9m/yyCOPyNve9jY577zzrK8xB3PRmzJ2kTclf1VgH8cCj6zfPfYb2qOhLbQb5+xjhiF/MIvJm266yfbPVVddJRdccIGdb/Ku9X7j86uvzXWhxy/AOTYm4ac77rhDXvWqV1nBmGc++liTaqOvnak06RdQ1Uafn7CGwL0M6wese0899VR54xvfaP9ana89KI/4UFub9oFGtyW23rrs8/UF4iAYs/oaRp0//vGP5TOf+Ywce+yx8pa3vEU2bdpk8zAf8vh0EtpdlG+lAX/Qv3jOwFeH/+zP/kwOPfRQ2w9VgJddT9v6zHHe9MGe0RGZM2cbZ2fs2x/y6MMiH/xX+fyNH5W7XnhBrrj2NfKyd71bZPN2kc9/SW789CfkwV3Py9XXXCln/bu/NsoWZOZjH5WbP3uTPGeePU97zRvlrL/8W5GTT5Udpg6s/tcbGcPXdHY8I/Ltb8mP/uUD8t37HpJNZ5xj1vpvk00XvELkqSflhS9+Tr71+U/JzueflLOuvFxO/Kv3iBx8sDz6oQ/K5//5n2TL/Kxc/6Z3yJpLLheziJBvffJGeeJ3d8r2tROy5ZBDZc/UGtkxK/KHh58wa4vdcsZxJ8klV11hjJiWH33tq/LV394lh5x/nrzz7/9exi+5VOTue+T3H/6gfOlzN8n4/Jy8801vkg2vuETk3vvlu5+4UX72xwfkqEsukev/j/9Dxk47U+bHVsvojudEfv87ee5//qP85Aufl+3r1spRxx8vv//Tn0z+h+XQV14il/z1v5NVF1wssmad7Bobtx2wBr9dM7tH5E+PyewnPyYfMveCP42OyWv+9j/ISa95vf1ak+kY44c/ycJ3vyV//MkP5alHHhLZtVNGdu2WmYcflT3PvSgPbjlQjvnzv5RzrrtOJo472jycPi9yx/fl++/7Z/n2LV+Tk155udzwf/3fIqedJy+YfsUfNV87vyATpq6FiHsyr1GNL64qA9mwadukA8diEfyhD31Ibr75ZjnwwAPlla985eIkzDx5dueluZOH25HU7eoIxZfBrbNJaC82bPBXTvCpMG5Wr3jFK2TNmjWLP54JYBduXGyrRtvs80Eo3acL6Pxtx7Uf57QfYSz6seD6zW9+Iz/96U9l69at8vKXv9xuLLBsyA8+XN+EyiGekudPncYwj7E2kTzbUnQxL/Rp+xnPBwYI3wDBQzI2xTBuLzE3IcwNXGyxHMG5XoTpI9IQ5jnguasnlrLlBg0eErgh+fDDD9vfZgHnnHOOHHLIIdYnes70+RloX5I8n/jSfDr6AWxBGyEYM7/+9a/tBg0e3iGIxz0JR8yXCONDBVzv2ABHHN68weKfcCxBuDGAvy71ta99TR577DH7l6fwZ8ORDv8jP8vEoPP5yrhxZXyrdbC8ewTMhyPDbn0x9bs2pxCjn2gb0S/PPfecfP/735enn35azj77bHt/xJyDdOblXNIkrMv1Q55ffO1O8UURvPahExs22MzEPHzmmWfajUr4CfaxTtfWWFtCbSd5PnChzU2RYgvw+UTHIYz1A45YP/ziF7+wG8C4xzGe+HRVpaqOPPtC1GE3SLkukffee++1G+1HHHGEfa5YvXq13TBHmradfQShrQyn2l5XW9sKfIdrDu28++675Ze//KXdcHzPe95jN2wwx1YBveKOKtsP5ogNm92j5rmFGzazZi3zWLZh85Ubb5RfPf+sXHrt9XLuO/9CZPN+Il/4snz405+UB/a8IFddc5Wc9zd/ZZQtyN6P3ShfvukT8vzOHXLG694oZ7znvSInnSHPmTrwtRxs2ExN7xJ54RmRb35Dbv+Xf5EfPPgH2XrmOfKmN7xF1pz/CpFnnpEdX/ycfPXTN8qO556Qc6+9Rk7+d//O/hWkRz74b3Lz//5fsn1+Vq694W0yeckVIg8+KN/5+EfksXt+LQdtWS9bjjlKXlyzTvZOrZKdM2jxiBx9wMFywhlnivzpKbn9S1+Sr9/7WznkvPPkHf/hvTJ58cUi5vx3N35YvvS5z8iYWUe8881vlk0XXiZyz/3yjY/fKD/5wwNy9Ksuk9f+n/9PmTrtTNkjq2TV7udFnn5S5j78Qbn9/e+TqRdfkC1m7XLvnj1y78i4nP7GN8lF73y3jJ5wqiyMTcre0TG4SKZm9poHyT2m7OMye9On5SPYsFkYkdf+3X+Q46+7XmTDBmOzyWjWT0//ywfk9h/eKrPjIkcfcZisn5yS6QcelCfu/4M8sPVAOe5d75Ezr7lGJo87SmSv8fJPbpNv//M/y3fN+v6MK66W1/2n/yxy4hmyw9gzvzAva0w946bPi+aX0LXWxDW44jds6FRu2NxoLjjE4eEBi1rYCsHkwDBAnrx26DTWwSN1uTBdo+tsA25bfNBePFRgofWgmSQwiZ500kn20zH3DRtMvjjqdrr6fT7IyxOTPxaUY1nq9en3UbZOF9qAenXdeOB94IEH7IYC3k5Yt27dYrqu2y1HfUSHfehFig6H8OkOjfsiQra5bSLMjzQdLgL2cRGFcjj+6U9/sg/TWGThYYEbYhDm1WW5EaHbDKgTuEdAPUCHgc7XBE3rB2w/BPMCfAXfPPHEE3ZBiwXWiSeeKNu2bbP5kY+LLvoDRwpAHoaBe+7iG7e0qV/APrSLdnLcYJ7E24fvfOc77def8OPCePsCX4PCRg3e9MLDPT79hr+wCQ5fYTwS6sKR426PWRD96Ec/sn7GxgDeEEMe7UOfXzRFfmW6m4e+LSqv0bawLGGbXHt5znTU5ZYNEWtXVWgP68PmHN6oev755+WYY46xb0bi3oixwf6h1IXrD+qmXVXqYvtSQZ26HM55fUAw9vFAhmsBv+d09NFHL76JxHLMC9gWHzq/PobsdsdZHtAR0tNvtD80iKN/IPQz5hPMP9gsx5vQzAPoA57XRR2+qtumWNxxof2lQTzWuhi799xzj+y///52U4EbNiij1wuYv/jMQf8wzPNYQvlRB3RCdHjYQB9wvsf6949//KNcdNFF8t73vte+bc61Q1ngEdcrth/M0b9h84jIRz4kt9z4EfnFs0/LK199jbz8z9+VvWHzhVvkQ5/5lDw8vUuuuPJyOeev3m2/kjP3qU/Klz79UXny+afk7De8Sc78278XOe5MedboxY8OrzcWrLEbNs+JfO0Wuf1f/lXueOgh2e/0M+X1N7xZxl5+kcgzz8rOL39RvvypG+WFZ56QV7zmejnh7/5WZPs2efRf/0W+8q8fkM0L83LV694say+9UuSRx+T7n/io/OGXP5WTjjpUjrn8VTJ3/PEyb9YZM6ZdaN/69Rtlav0mkZ/+Um7/zOfkVnOf2s/k+fO/+/cydsVlInf/Wu76+EflZmPT+Ni4vOutb5ctF7xS5M7fmfbfKD/7w0Ny3BWXy2v/H/+nTJ6GDZBJWT/9osjcrPHFZ+Tn//X/K3vvu1dWG3/ea/rp4QMOlgv+4q/kvDe/3dh9oMyNTsqM6dsx0wETM6YMvqr0/DOy97M3yY2f+IQ8ay6/6//27+TY6683/jV27top8s1vyp3/7R/kl7++Qw45+QQ59/WvkVVmPbX71u/Jz779Pfndpm1y/Lv/Rs685mpZfezRItOmzA9ula/+4z/Kbd+/Tc679nq57v/1/xY5+jjZOTZl+3j1gllH4TpS10fsdZh6vcbSvWFjgHOxQMZXHz772c/atxXwaSQnZnuh9jpAx7EdTHNx0znB6LIan566fJWnJ2Q/cNvgHn2wDG5Kv/rVr+yCC5/e4A2QtWvXLt6UAPQwrONc/UiDMH8oTwhf/lh0WdoRQ2y+GDB2tP0Yh/Djb3/7W/vp2MaNG+1r9fjEnfW67XXt0ekcmyFQln5IbRfyU1ybYgjZ5i6c8oipF/VAJ9uHMlgM3HbbbfZh+uKLL7Y//sp69TjmgxbTWF9evTqNenjUxNheRKwdTYO64Df6GV8NwRs28D02FA4++GCbD/6EID8EeXXfEPc8pi1lytQF6uZ4hh/wtSWcY57Epgq+1oivfcAnGHfY5MbY+/SnPy1PPfWUvOxlL7ObNPiKEzZzsFFLOAahD2E82OING7w1io1H6MVbOWw/x6rrj1ToP/YVgE4dH1uHm8/VDXHt5pF5Y+sCLFOG2HrQH7Qd4IgfjsabI/oNG7zZgLZxnEM4Vty6QnYzHvndsFuG8bzOUK/O49YJ3HSe+/LGoHVoG6gPb9jg7YT77rtPzjrrLOsrjGtcO4B5mV+XdWE9zA9BHONdQnpChPT0G902wrZoH2BswY/4Sgk+lMDGId4A4ZteHIfMXycc11WATZAUv6e2A7pZhmFXB32loU2Ix2YNNs2xIQb/Yj7n2kHrph7E6fLErTcPltewDl2ntmGY0D7Chxe4X55yyinyN3/zN3L44YfbubQK8IjrFdaHuvGVKGzYbMCGDf5K0WOPiXzkI/KFj31YfvXM03LJ1VfJhX/25yJbtovcfIt8+KZPy+O7d8mrLr9czvqLd9kfzZ3/7E3yuZs+Io8//4Sc88Y3yTl/9/ciR50mL8iE4O9FrcXXcmZ2i+x4XuSWr8iP//Vf5c7775etRx8jl199nay55DL7uzcvfv1r8pWbPiEvPvuUXHT9tXIMvnK131Z57AMfkC998F9l/cKIXHbDm2W/q64VefpZ+dHHPyYP/Og2Of6A7XLqq18t4+dfYPPv2vm8qXdBNmzfJuNrN4nc8Rv55Sdukltv+4Gs27BR3vaOt8mqy18p8ttfyQ+/9Hn5jlmzbNz/AHnnO94p6848x27w3PzBD8uv//iwnHzllXLt3/+9jJ56irw4PiVr5/bYzSD54ffk3v/2/5FHb/2OrJqekwfwezOnnikXvvuv5eRrXyPzq9bK7OiEzI6MybjpgEm89TNtfLDzBdn75S/JJz/0IXnmxZ1ylennE254vZiHdZHnnxX54pfkjv/2X+Xee++Wk1/xcjn1rW+yf2Frz9e/IT/81rfl3o1b5MS/+ms5++pXy9qj8ZUo02/f+bZ84b//d/nRL34ul2Hd9R//o8jBh8jeydUyN78gZmXWbdiAtk0QcO6OHTvkYx/7mNx66632U4bXvva1iwst3lwQdm3neVEaoL4QeWltIdR3tF2n46aEr5NgYQqf3nDDDfbTBffmRlx/VcGno9/+RXtC/opB2+uzHX6Eb/H9XXx6g99dwlHXqcu5tuT5w5eWlz8P+oH1l9XTNLg+9djEORZbmBewIYbvnx900EGLeXx+Zlrb2phnD9J03yCs8+t2loG6tB6E4Su8ZfCtb33LnuNPWGNDAfnhe3e+dMun4rNjkKD9eDhCO/FQigcnbNDgTTn8Zge+yoQHebxxc/vtt9uNWfwOGH5jDXMr3rbBwzZB+9A2+g+6sVHzvve9Tx5//HH79g7mYaLHelXoW+1jhlNw+8bVq2FeHpHHLd8G0Bca2In+wCYcvqqG327ChxnIhz7R/cJ2h/yi8cUVgTKufWWp6nvY4o5JvGHzuc99zn7lAV/XwRyBcY26ICgTWy/9U9XO5QL9jd+w+e53v2vfIMWGMdZoGBPaTwzTh1WpQ88g+jFUpxuv24e5G2MY9zb8jhjegvbNvSjj6sG5jgvVr6mrj4YFbIbdcssti78ziLfwmt6wwV8qQg+un53NNmyeeEIW7Dc0PiL3PPeMXP7qq+TiP/szkc1bZfYrX5EPm7n+T7t2yxWXXyFn4bdtzBy253Ofkc987kZ5bMcTcs7rXy8X//v3ihx1quySKcH2xipTwxr8fsuOF0S+d6vc9eEPya/MPDg/OSUnnH6mnHLlq2Xy4ENkx09+Il/+zGfk+WeekouvvUJO+Kt3iuy/Tf7wLx+QL33oI7JGxuWiN7xJjn7Dm+3bQPfe9Gm55xtflbUv7pAjjjtJJo89Xma2b5FHdjwtOybH5KiTT5DjTztbZM+8PP35L8s3bvqc7HnqaTnv9FPlgJOPkb2P/1F+/Lt75d6903L02efIa972Dhk9+DCR79wqX/i3D8ldDz4kp111tVzz938vZkEjO8w6ZWp+Vibx9aYHfi+Pvf+f5J7PflpmHn9OHt9vo6y94lo5/8/eKQedd77MTEzKDL6SZGR83vgAPxKMzZWdO2Tuh7fJl//t34yK38sr3vEOORv+PehAEdMO+eotctd////JvXf+RrYfeaQcd/65MjM7Iy/89i75/X33yX2bt8iJ7/oLueCa62XdUcdkf5Hrq1+XT/7T/5S7HvmjXPeX75aX/dVfimzaJHsn8IaN6SLTB+hxfTXFXltNXYPdV6J6jsWGzUc+8hG7cMardbhx8ZOnPNAWCPKxXe45deAmyLCr1y2jcfMOCm0b7XXDGjxUfPnLX7Y/aHf++efbyRSLLeBrJ2lLe4cBLLQ+//nP2zcT4F/88Brp/FgdbNi8//3vt28z/OVf/uXiGyAd1cGiFW+WYMMRc8X1119vf2MF1PUQ2Wb0vIlFPTa38ZYNFvTYqMGbiXiwf+tb32rnTbwpg3sTNm30vSQPvGHzD//wD/a1/L/927+1byn4yJuPQ6D+0Nw/bJRpfx5FPnnyySftHznAG2b4cAifvHPM05bl4Neq4Ct9n/jEJ+xXArFZgx/k5hqiozoYa/hRZ2wO4zeC/vzP/9y+teeOvW4slge/OYYxjM34v/iLv1h8K3K5zJ2DBD7EMxs2HeFX/Gg23uavOkdgBnbvCOwr1DltwgvmFH8y2vKnJ+SFD31QPvzxj8sfn39WLr/qSrn8HW8X2bJFnv/Kl+Ujn/6MPLNnr1x95dVyzrv+wixwxuRpbNh86ZPy2I4n5Zzrr5Ur3v0eGT/6VJmRSdkjo4IWrMKP7uIrP7+9U54w+X9y663yhz8+LFPrN8qlr75WjrroYnn2gQflS5//gjz15BPyyldfJme9660i27bIPR/8oNx846dk1cikvPz1b5AzzfOBrF8vL976Hbn3llvkyV/8UhamF2R2Yo3sXDMlT4zNycL+W+SUi14ur7r0cpGDDxf5yS/lzk99Ru67/UcyvutF2bx6THbN7ZY/rV4rC0cfK2dddbWccNWrbXsWjM7Pfvijctf998npr7pcrn3vf5DRk06WF1avlnGz1luDDZtnn5LdN31cfv7B98sjv7xPXjxifzn2Xe+Rl73pzbLK9Nsecw+cHRk1vh+XsYVRWT1n/I5Nsd277G/n/PQjH5IffePrcvyVV8nlf/dekeOPE5mdFvnpj+RPH/6Q/PwHP5QXd0/LVtP+uYU5mdm1Q54zdv9x02Y57oY3yuXXvU7WHm3KPPGMzN70OfnwRz8sz0yMyhv/w3vlcLyxMzlhbRgx/h/D9Wn6QF+hsddrU9f18l8V5+A6FQ8N+H0FHAkeKiD4eo9PkBeiw8jPoxbmCwnq9gn+QgiPbrhfgjq1rbotbLfbPn0OuBDFEWk4MsxzprswrxYXneb6XqeliosvT0jqIE8vwvAvjtqPbr46oE7Xt0VStx39RI9ltKWIJvy+XKFPff6K8SF9XSRtImQPNgThD3zFEV+XwcYKHuTxxhx+aBhzMF71xp/0xm9OpCwIkNf1Bc/d+FhQhn3Ho0/aDmzU7agiIR0+kBf9wk0a9meqz5Cf4qubovO54sufKj69qcL28EiBflwbGrdenocEeTS6jNbBsE6PEV1u0OKzD4I0wrDrV4J0pFEnpWPfsRnjE+1jroUR5+sTxFOQrvPFSttoyi6tF0d8wM6vGNcNZmdo5V3Xhhfwlo0J4S3XqUmZOfhA2XbGqXLIWWfK2sMPE1m/LpODDpQtJ54o+598sqw/6kiRTRtF1q6R+QMPlA0nnyLbzjxbVh9+lMytWgut9r/x3lFGx0XGJ0X2P0g2mXyHnX+BHHDqaTJuyr64epXIujUycohJO+UU2XrmWbLq6GNMnRuMPatl8uDDZNupZ8qW086U8cOOMHUaWzZtknUm35FXXSNHXnqFrDvuZFnYvJ8srN0s+x12jBx76tly6PGnZL+9g9+xOfVUOfq66+SUV10uG485Tqa37Gfac7gccOY5cvrlV8vh+B2dAw4Vge377W/qO8W0/wzZeORhMjdufGP6Ytz4CG/LWK+tWSOrDzxIJtdvlBdN1NimLbLlsCNlavM2mR+blPkRbJbAC6ZvTWAWJ2PmH9Ovsm27HHrIIbLeqHnuwQdk9+OP2TeGrH8OO0w2X3KxHH7ZZbLq2GNldr8DZPXRx8pm47Ot554nB55+hqzbsk0mJ6bMYDEKnnxGnnngIdm1e69sMeuqLUcY/0wZf47B83Efhg2Csf9i6IVXJOwYbEjg0178iCt+mBHfh3QXujj6OhJxeUJ02IV19Bu3Xt1eArv1p3++dvjikBcPGPjRYfwQGH5wzX2FnyDMcx3OIyZPWVJ1uz4j9GdVwU1b62N/PPTQQ/aBDt+LxpjFEbbjRo98IWLap8uz3pDk6UNabH0Ul5jypGp5DT4Jx9dT8Jo4PoHEV6NCuLaXrbMp6vRLHcAe/ugwwCvj+PFV2qRt89meSqitTfolRjfOcT0jL34j6cILL7S/VYO35bDAx5s2+FF8/D4V/IWxCF+FgB7WgTcU8FUr/LgtNoH6/YYYbPFJP6mrL4vQ9bhhtpvx6E+sN9Av6EusOVyq2I2yWsqQ96Do6tTnSK8LjH+uy/DWGQRrCNbBekPt1PG+dA3vsWUo0l2Vqj71+YBhzC+///3v7V9AxFcm8dCLNC1EhzsyinyCH3SGj3FvO/300xf/LD2vIwjPfes2nrvxwFc39VUFOuqUkE7AdvBcpwHdTp0HYA2MDzpwX8TX+rBG8/klBZTWgtW26SnzrwHVjmTrb/suBsILszI2MSYbDj1IDjPr8ENOPlHWHnqo3TwZX7NONhx4kBx4/Aly6IknyRTuwRPjMmbGweqDD5QDTj5ZDjnF2I03WiZWy+y86b+RMVvfqK3B1GvmvPENG2SduUa3HnGU7HfiiXKgaevqI4+S0a3bZK3ReaDRfaCJX3XAgSKr15rreK1sOOBQo/sM2e+kk2WNKWs3Jdaul9XbD5ANBx8qGw8/SrYcfazRdaocee45csQ558h+xx4v45u2iEyavKtWy/iWrbLR6Nxg7lFbja3bTj/Tfn3pgLPPlVWHmfuW3QSZl5FVU7L2wAPkwBOOk4NMPtgkGzaZtc24jM+Z9Ok92Zsy5nnwwZ/8WB57+knZfPoZctSV18iaw46QmfFVxrUjgpabBi/2ofU9nneMrHrmKXn6rt/IE888LRuNT7dhA8z4UYzvxzauk/Umbt0hh9lNrQPNemf7WWfKVuOX7SecLAcdeYxs2u8gY6vR9avfyD3fvVUe2bNTDr/wfDnhlRfLiFlf4atQkFEjY6b+Xo/vQ8zYqjr+QmSjrs+gMT4ZJKifO7TcVNATBnDtTZU8fPn7JUWk5iduGd8E7Oapgtah9dahe5DAb64Qts9dbLr5XPLSgE5HWC/eY0n1PethuB+wTtarwwD242EaUtQWbf+wAJtTRZfT4TzR+YjeBAYcLxTiltPhPFiO+fW5T9w8TaPrxNegXvGKV9ivNeK3OnAfwgIUC3xsduNH8bGYxwMrfrwyD22/9qVuk/ZzVRlmdDt4nZcVrYM6Q+i+0LBcXlmgy+v+JlpPjD4fPh0UN70u3DFKWA98q2F8jBQRk2cYcNtN8aHHKkSfu2kQHxx/RUJ8aZR+U6bOGJ/4gD85fnVZbYP2BSWFFHv6RZl2xOL2Ad9I8sG80dL7z1wF9j+rwwh6EA/0+LPT+OFhPODL+IRMHXm4HH7BBXL8JRfL9lNOFsFfcFyzRsaPPEqOuPBiOe7iS2T9McfaH8NF/Kpjj5EjX3GxHHvhpbLt2JNlfvVmmZFxmTU1QCVaMWvsmDO651avk/mDDpO1Z7xMDr7iajn62tfI5pedI3MHHSyjhx8hB517nhxp6lh33Ekyv9bUO7FB1h55ohx18avkyIsukc3HHG91LIxOysIqo+uAg2Ti1DNkyyWXymHXXyNHvfpqOeSCV8jW406UiS37ydzkGpkbMc/B2IzZulVG8RdSL79Ctl/3GjnA1L31vAtk/JDDZGFqtbHSWIu3XA4+VLadc44ceckrZb8zTpPR7duNo8YFT9MjcNLzL4jc/Vt54q675NFnn5PZjRtk09HHyboDD5YF/NCv9fKYjC1ATAiv2Jj2zxvBhhX8Nn7csXLcqSfLnt075Vc/vl2evfcekb17rP/n9jtAxk85VQ65/FVy4GWXymbTF+vPPV+2X3iRHHnBRXLgcaeIrN0o8uif5KE7fi6/f/QR2XDIQXLUWWcYW7dl/jaC5tjeLjFmOXaaYiAbNiH2uVhKShX0xOKbYHz6i+rUtlFCsP5+COsjOh4wTHvddBdfOuO0ANcXOtwUus4YSYHtGgS4OWl73TbocD+BXdovsT5CPpR1y6egfZDXfl2XK4TnyBuyR+tpMz6fsF0+cdsOYRmiw3nk5SvSgXTaEiuuTpyHhOhwk/jqwY8k4mtR+AuF2KwBWHzihxTxI8N4ew5v3OATcPw1l1hbdT/XxSB8VoUiG93rom7RdRDY5LPLN3ZDMK8e9yRWB9C2ajt98VpCeYC2pQrQR1/pB14fus1F7XdthlC/L62KVCWvLTH1+eJCxOTlWINd+pgqKEfheZPo+lina0ssKfnpU11G91WMLp2fYZ4T99yHLtsP0XXqsCvElwbR8Jxp+ICd80JsnxRi1KCWxZoX1fbeijIhCKLxu7hzY+Mia9bL6KZNIhs2yvzadTI3Pimzo2MyN7VKFjZukrHNW2V+3QaZGx2X2YkJmVm7VmTjVhnbsE3mp9bLtIzZzZpsiygDX6bDn7ieNWuCmdVrZXrDZpnZvr8s7H+QTJuye6fWyN5Va2UGetdvkFmTZ25slSlj6l69TkZMnah7flW2AQP9c0ZmjQ1716yR6a2bZXr/7TKz3zaZNbbPrVptyk9YG20+IzPjEzK9bp3MmLXJ9H77y979DjB1bzE2TdkNDnyNaQEbNlOmrLFjZtMWk3+jzEyuMmnZ+zL2T3o//LDcfcst8p2vfV3uefwJmTd6tp9wkqzFRsvEpIyNmpZb3+L3Y8y/5haCjbEFE4c/s40/hS5HHCYHXXSBbDz4QPndA/fJnT//uex57gW7MbTXtHGPWUNNb9uWiWn3nrXrTdwW4+MtMrJmgzFkXJ773e/lez/9iTy+MCOHnX2GHHLaaSLwj0lFfxozrM2YF9pGqzZs6sC9uFMJTZ4hvUUTBPVpGUbK2p3Xdk64xD2vE9eOImk72kb4jDcs+hDnuJHRnyl+1boRLjNx+eqjb0PSD3z16XM3DeDc5wO90GOYML5JWEeVulLGxSBx21m2vSk0WYfbDlyv2KDhK/EYTwhj8wY/VokfG8bXpPAXMPBKPb7Cm3pd6vxl26btLqtjJaGvr5hrTc8pIfLSUT51XJQlrz1NzCu6zdTv+iHPby7UgWNVYZ9oATy6uHnzpG2gvR3lKOpPn29j/O3mKatHg/x5EkOojC9Ok5cGdDqOXP/WRV7rzN3Z1JnlgaBH8Vs2+MtG8/P4arO5l4+MGTFxJgfeHMGGA8L4qtP8gomDYDMEafYdlGxjA2+iYJPCSk8/gI4500Zs3qCMFVuH0bdYD+zI3kixYXPEnSCLB9k5BBstMyZ9xlQwO2qOxoS5MaPH6LdD1IjxcJbX6J818bMmfc6UmTWJKL/Q+9Pmti2wAZs8RqYhxhfY7LG1LZjcs3tl7umn5Tf33Ct3P/yIzGzeIvufdZYccOJJMrFuvW2obi+OY8YG/K0v2iHjJnbtKhk/4zQ5/pJXyuTWbfLAw4/JjqefM4WN78cm7O/g2DeSTHhmLLNlBv61DTGemJ6Rp40dT48syPYzT5OTLr5YVu93gLHR1GF8j7emsGGz0Kd7aCr1jvKWkHeh56EnAQ3jy+qNRdfTtLA+ouOBe15EKD9vUDjqhaSvLi1lySvLxWyKxCyYqthbFdiHm5XrN8S5NzE3TxHsMxwpsaTWBVAXcet27SgrLrSTPgz5zVceNlGoB8I0X31N4tbns1lDWwHDug0oq895rAtdD3HrQBp8qWF+2uaTquT5rQ60foQhsFuPJ4xDbLri61L4fQn8/gx+o4plfCDe9VfIH9TB+il1Q3vYNyF7mqLf9WnYdvjV7Rfg+pv5UvpCty/Pvyl+qOKzPBvKEKtL+y62TJ12ErffYvsxlVTb62or9FAXw7xvusJ05gfMr+N5hK+01ImuyxXSRF+5dQB9znTG6XMdT1z/uOkuzItrI0VcyuigjYB2+MRN1+WZTnQ+CnzAMdcIiy42tuCp3m5VoF48RJsjovDbKIubLxC8KZPZY0zskQXwg8VIG8XRuBp/kWjCJI0tYPtm3m5UWLFx2YM6BaZAUBPyZDUuWGE6j4D5EYe81EOx7YBZpu4F/BaNsUWnU/+otW1BxudNXSZsN5WMA2xR84+JMmJKLOCHe8dMWZSeNa7aa+JmRDZulP1PPFGOu+iVcv4Nb5CXXXudbLa/3QY/LdmJkUd78ZaNtQ2bQ3A2foD4gP3kuMsulTMvv1y2HnKojIxmrRqHD02e8RHUbfxqfMsesDqspca32zbLCZe+Us68/jrZdsJJRueUrRD9YPOacYeqiq6rQQD7liWus3HuEw0ufKDj3fxM88XHSBG0YTnAyZQMum20p0iYdxiAnbixxYytWLSumHEbSnd9SF1apxvuN6hTLy59N322w7UP8RDEsyzzuHn7BRc6XOzkQfsZ5hGC8oTnzNMUPv+CQfmyqfaG9GL88K04hPE1KY5FlOEbOIiHML4IPS5dmmqjZlD910/gRy2Mq4qrQ5/Trzi6UgdV9NRpRyz9mKNCsL1NtdvVX6aOJnzjs8sVnU8Deyj96DtdH6Usvvbk4dZVpW5NkQ1V6qGPKC5uuk/0OiIP5M1D6yQ6Dn7gfS6lX8qBOtEubG5g48LUj/9GUD/u3z1ZgB1IyR60s1+myTYkFmxec783qfbvEplIbBTYjZcRc4Tg3OjGhg3+xDc3Z6Ar20SBZBs1PLd1GJuwjbJvPrfcUlxmZSYAX0GCpXjLJNu8URs4JmHcpOMHeRfj4HOUNm3AV5nwV6EmjNi/dIXfrlmYM4XGZOzwQ+WU618jl/zVX8t5b327HPbyV8j45i2oyW6WoH3YWEHdll4gswsbNqY2bM6sWSMbjztezrz8Cjnzwgtl/datpu45u6GU2Uqfz9sNL/sH3tHYCVN+aly2nnSCnHH11XLIy86VOfwlLLPmMp1hssBe9E5WZ5lxpMdnE8DfyxbtcH1xawnBssyj81eZEPLK6roA8lapKxXWWwd12h2yC/Gu5IEJPU9oM/TQ94zT4X6Demmfzw623U1z/cF8xE3XUJfrn5CEYB2+PG4czlkPjwRhN38Z6AMtvniCMBYdtElDm2gX8vKc9mudlFR0uSIdsNVdJLFMXjkX3S6gw3WTpxs2I12PP3ds9BPtwyKfMt2VEHxogXBzBu10y7k+cNOr4PqVuqvUMai+GiRFvkL/UcpAn+qj9nPI56H4YURfL5yjGe/Ogf2AttAOhqv6vM4+g0366MI2FOGziWVdYRr7BcL5jRLqM1dPW8mzEe1CWqgf88aIG8/zvDKEecqKD52m8+ZJE7i+5vihr5tiIXsVxTzQcyMjC6OdGL32q09GFrBRAWx2+MDEmRwQ7AYgymbRb4EYwQsko9i9wCaHyQut2Hiwb97YzaHsHII02oGyEAIzoZPCdObR5zoewLae9Rary+oz/WnO7VjGf9Z+U78Rbv7YzSVj/riRsXnTLigbMan4Xb7t22TLaafZH0jefPzJMr5lf5MZv9dnCqFd9itJmT811j5bF97XGZO5MVNm3Qb7p7gPPO5YmdqE36aBL5AH/W98ZwR24a0b2GILw7hVE7LusENky7FHi2zZJtP4+lRWrNe+7L8qNDn+4OPWAweUlTrw6a0iIfTk1vSEV0SszS7abi0gpC9Ffwy+unHUi+SQMB/LEZ/d/YLtcIWE7NI25+UJwTpYH/3iSp1QJ+yibl0PwzwPwba7UgaW89XpGytFNro2FQnRYUD9Oi/r9S1+U3Dt1+GmcNunoT1a2kxeW4BeYFLYhzpdo9tdpD8F6krxKW1JkRh85SjDCO1224B5g29T5bXNTWN+Splx4OoISV5eUOcYrAPYBb8C2EbR6PimBNBHQIcJ/RgjwFdPSJpG1+PWq88ZR3S8nvOY5h611AX92SQhe3V/xuLTRT0xunTeugXXmhZfHogP3a++vHllNTpPneOkCFRrRbINBm4y0IJey3r/ZSDOtNqUQwj39l4uczDeW9wQYc4sDwRbCnMmH371Bps2RocRHCk476mzPrF6ENcD5xBq5rnd0JmHjl4CMYn0LfNmZyDLiPNsM6jnAxPBzR3sOVmxOcZlYXRCFiZW2R8/nl+9RsSEZWTcCNJ77VzckOoZ06swe8tn3uq2vw8kk/a3auxmz9QEXvmxeZEdsmB9hTLZHs2YaR/mmjlj0JzJOz05LjNTUzI/aWwaM2tlk2feuBhl8SfaqSdEP8eZC9rUagblnEHUqycwhH2L9iawF3hPNHX5wNXbJLBZC2D9bporgDceoMvpxcUgyBsHtEv7mXG0PY+idpVpN2zREgvzusc2om1D2LW1jN9iQZ/ik0kN4nx2EMY3YRfrjZHlDHxbl39dX+nrONaPMT6H3pDdLB+jpylol2tLrD119UcePtsgefTDrirEtCNvzOhwno6y+HT66qON/RoHxGdfGdo+TmLRfeMK1l3E117ENeUHV2+b/U3btI39thf3C96LUDelLDFlOU6Ie143Ma2x+y4GHIwHzEN+FtICC/excvEE6fAhJMu3hD57qT68zcI3WrQgjRsmixjf7qt7CbvJYtLt2zMQxJmjbVdPh9WpRJPFZTrYDsK8doNlHj+CnP0Q82xP7FstyIDdErzeAjEx9q2l3niAT+kj1GPbuYAvLmVfEMtym3wmAUe75YU3lozY/+zbSz07zViBpmlTz7Q5on5MOfbbUL1MVpf9Lwvn0e9rjsDUVlJ1EqgD2lC3hODCmczOzr7koaxJmp4EiesD7RufpOCW5c0lRjQhX1Bvv6naL9onWkgovgrah9QLP/MVaBfm10K0bZRBo+3T9sI2tK9fNrJeHN2xrH3lhstAHVUkhPZnW3Ft1O3Ja1sqPl9U8U9RWY6ZOttQBo4RLXXg00vhNVNFfHohedQx3uvQ4SPGfqLbq6VpQm1HvJvWL3uq9ofrw37YHcJnCySPvPYjTb+RwT/HrKWIovpT0La6enV7XSmi6hiIRdsTa1sKWp8O++Y/SBWasL8SpgthzZJk2zHmCs/+xVd9bDjbNLDBxVy90x4sA+H2SfZvln9JgN2yEPulJzOO5k2kPmbaTXkT2EcQ5whx/bqY1iuHq84nPrKy2BjRdUC/6T9j9fwo/jW2LsZClEa0xZSk2I0bXC9Welnsv0afqWTRzb0DfDlq/xKX/Rlkk55JZhN+N4iCN2VY2ITw5gyUzS/0foPHxBrjFl1jzpFMm9tKqF9WNJw8tDSBq5s3NN+r0nk3Fx9l7db1YhKmnjK68nD16XpcqQvXpxodr/MxjH7RefpNat1VbIXPdd+XgWUp0MeNGvpU44tzdaTIcge+0gtcnmuhP12/grr9pH0fIyyjcc8HScwCFPaWuU5idbv4+rEOqLdMW+qG9UNoz3IEPm+qPweB7reQNAF8CN0YK77rSterbYmRECl5gS/dV96XrwxaJ+B5qn5dLkVI3jzH8e9KHr46XPLSXNy8sWVpgxaNe14HofHtQnuQV9vhhl3RuOcAazcKYb6Yvguh6/LVS5Dm5nXz55UvBZqEdhnJNNuI7MG/F7ZbLYvpGUupmexzZncFjA5zhtVbT4MJmWgrTMHGDTY1+Gs12fk+upTAJh1jnIF/F6FvmIa3Yhbz9/oPWxxWEEYc8ysQu9R+YPTajRUzPnsyZ87newLf2PWo1b/v20GwKNuYMmf4MWGTJ9Ob6bYbNjgqWarXgPwj2cYNNFrbemHqWSxnbMabN/bHkE2E/etbJho5CWvLmqfqCVD7eItA29tafBdn08RMjlXgRaInOoRR7+zs7OKES+G5vbDUwxigHuZzQbwLywDW4aLroG5fvjLUpScWtle3GzAMe3Q6bkzoBxyZx+fbftGvunW/1N3XOOow/Esf11VXP+nneKDvXD/pMQtB+szMjBWdTrjoGuRYHga0zzT0P/w3PT1tBf4ETGNZnPv0hHS7xOYDrNutE+EiPUynjjqBzli9bj7aBV+7cwTOMXcwrqiNbQNtauoaDPlC+88N8xxH+pvzs86rCcW3CbSlrJ3aJwzn9ZtbD+bgPXv2WB8SnUfrCekcFG5bylD1mkR5nw74CuMT/t27d+/iHMx+0rbX0Y4YqtTjs5uU8SH0wEc8umEfTCfwJ845D7CstpG2hfopBerV+l3y0poDdRpB8+wGAjYBss0TSPa/TURmG9b/ZfFLsrgpsgDJYlEDPG9bhwj7D6S3+dB7gySTLI31L0mGLd5D+wth13/Mq2NZM+WlmNqMH5Zq7LFYwMSbdC0jo8YTGCMmVW/Y2Oy9N2Syt2zQVu01xNkabW2Q7Cxjwfgwi2NuXXYJk83kM71mdKPnFsyYHpnL/oKU/foYZNFeW6S1wG9DAwddrFSh6gSUB2yDfr3xgknxueeek3vvvVd+/vOfy+9+9zt59tln7U2JEydgOQ3ioFNPuED7AkKQnwJ8+dx63DzMVwTrADqcgq9uiIsvzgfbTtFx8POjjz4qv/zlL+VnP/uZPPLII4t9QFimLmL0pdYZ6wtNmTJFQCd8B/sxnhB+7LHHrG8hDz74oOzatauXe4m6fVwW9jvscW3S5034jsTo3rlzp/zhD3+QX//619avv/jFL+T++++X559/3panrWhPXpvqROv2hUPHNgBbfPbAd/Dpb3/7W/nJT35ifazHL3zN/kJe7XtAvUXibsq7sB5dH4/UofHFAZaJJaQjJESHi4DfUA99gHM+QMD3d955p/z4xz+290r4njbhSNG458BnYz9hmwZth64X9uzYscOuPX7605/K3XffbdcgWJu4sNwgbdf4+p3wOiyDLse2QqBTo/NhEwFzMXyItdzTTz+9aJu2M2RvHaTodtul21KFKu2jf7UOhBGP9dgf//hHO//iPvf4448vro81bAfb5kLdVezUlNHHvLRP66Doc8D2hIS+w5FhoM9dvShHcP7MM8/YtQTGMMYyyjEv4NzMc8JzX1oIXTfQbdHCNJCn341PsSXEPhsU0GWFp0a/PQmJOjNqliQrt7ghkWVdJEs1kb18/K+X+FLx4Ppu0X89sZhAFhuHdWWvzJIsajNQ276xAPXb37zpFcz6ZtTEIw05eiXMYbHPcKC/e2JPVdQ+9CKZh+dQj7/glVVm5jncf43gT7MjtdcLNntV6Gv6uy6GasMmFe00n+RR9QJ3cevDBKhtwQ0HE+Mtt9wi//qv/ypf/OIX95koAfJx0nX1ZQN/SQDz6XhMtBQNyxBdpgpaj9bHY124/ijCtQmChQA2aL72ta/J+973PvmXf/kX+/CLBRjgTcqHqytFWD6PovRhAH2EhcA3vvEN+Z//83/Kv/3bv8kPf/hDu1GpSWkrfdikf0J1uHFoH0Vfp65UQdfHMB6qbr/9dvnoRz9qx+3//t//247dD37wg/Ktb33LziOYX5BfX/+0sQloG46+MOC5Gz8otC8Q9tmEjbE77rhDPvKRj8g///M/y3e+8x3rfx+6vG4jw0VSJ66+Kvrrto0U6aXv3//+98s//uM/2nkE84kP6KLwfDlRx1yigS5sfmGT5hOf+IT80z/9k3z5y1+2D8Z6Y4lzWtvQfa0JxeeRV0bHu/kQxlrhvvvuk8997nN2Hv70pz9tN3XhM50fR64ndLgO6tJTFraJEgvzc+5lWR2GH5944gn56le/atcQH/vYx+yYdTcVY8eor44ylCkbKuPapCUFtwzP4RuOR4YJfI859fvf/75dS2AewBrNXQNrIQz74voNbetX/Vk9PlnCxph/MqFtOPbibK6MLOWl0hhGOUaBu2kUpGdwts2BQqYdi/9ltkLCsOS+1ynqX/xNGwP9tCSIw9ilZHlQmf2T6yqttyuWnY8u1dTLbgqYGDv2TTrOSxA7z9TFst6wKSLP2XrxXgd2UPVwwxBMhE899ZSdKLFQwoMWPjmYnJyUiYkJ+7s2Gm07w9AB4bnWzYmWuHl0mht201Pw2Vk3MXp1O7SwLBal8P93v/td+eQnPymf/exn7ebZAw88YNNd//Wbusdj07g+xoIK/sUn4zfddJPdkMSiC28q4LVx+hZ5KW0iZE8/7NS+pJ94xOvgeIj98Ic/LB/4wAfkM5/5jNx6663ypS99ST70oQ/J//pf/8uG+aYY5hH+2GMb/TxI6FOgw7j24DtsGOBTR8wNeKjFPI1PeBGv+4a454OAfRzqZ9rosz9Eypih3ljdyIexCfSchwcGPJhh3sD8DN//6le/snOHj36O69i2DRrXTm7EAG404MMKPARjzvjRj34kTz75pM2DvOiPYb0PlYFltQ6upTT0C+bihx56yG4k3njjjdaHWM9hg4F56O+QTW6dZQS447+f14OLz0afaOhj2A1BOtYQGI8Yl9gIu/nmm+V73/ue9Tl8jzz080qGvtR+hU947o5Fgmv8xRdftGu0j3/843adhjGMeRbxKMu+INSp41zy0uqC42SQaF+UFRfEUBontRLYa8RusCgrTUvskech9i2lyC/mJ6gsw44Nk2Z9bAQbOJhi7DSzWCZHQUvY984zpLiDXktZqpQNwQkFD0zj4+OLD08MY9GEGxIebP/0pz/Zc6S57cHNDGFOnox3gU7mAyiHiRo3PsbhqNOpz9Wp41jvoNG2p6DbAV9g0Y+vQf3gBz+wNykc4X980oA09sEgSa1f53fDWjTuOdHxuiyF8Ty68VxoYfH6+c9/3h7xmjhEf6UB/eEuJLSuIkL5qCMkxBfXBGXGrEbb9/DDD9uHLGwu4oFr48aNcvLJJ8v27dvtgwIWtF/4whfsq81cdEFgA47uw0cVXL/pczetLqC3CdEPDHgYwFdx8DVJbBbAn/jUHG+G4Ssk7E+UAzinfxk3KGAHH7ZdaB9Fz/8h2FaN1qHL85iKHpOwfffu3fZrUPA7HtIwV+OtJmyU+drVT8q2sQ1wLYAxfNddd9lNMMwj+KoZ7n0Q+F5fC8OCHoegrn5yr2sc4Ufcx+655x75+te/bscp5grc8zBvYA2BcsgHccM8x7EOqIe669LbD2Cr7iv4hWs0fH0a/sUaApsKmH9feOGFxXkAZV0/DlPb60KPTwCf8Kj944ax5oVfcY/DB8Y4h48heh4guo4iUvJ27EsZz3EMuBJCpxfl1di8ixsdWZhnMSyVbB5rq1rj2N/Wsb+v08swBNS3Wh8QRQMrL71sWlWwCMUNHgsibgzgxoMNGk6g3MhBXgjt4Se9eNjFb4FAEMaiC2mYVFFOH3HDw4SLRS4Wu3jNGYsJ6MHDCCZr6EdeCMKUqoR0DOJGSlv0TYqf3GKRha854AEXiyzi2lmHT8pQVC/sRHs0ugzCMbYznxYd70PnAfQZjhh7WGjhYQBvfGDBhfEOMD4Bxjpx/U1YvysuMXlcYvKF0mP0+wi1MwVc7/i6Ex6wsBlz7LHHytve9jZ573vfK+9+97vl9NNPt9c9NmvwAIE5BnCsxLQ7FuqhTvfcDddBnbqAz074GPPlt7/9bfsWE96uwSe6hPNlm9D2oJ/decGHbnsdVNHDawM6cH/DnIy5A5+qY1OSxLatKeryVSoxc4fO48sP2zF2+XVKjG28WYNP0+lTrDuQB/M05mi9PugnMe3VNGkfdNN3rAdrOfgNb93hzRrMt9hgQB6Ae6C2Ka89qW0NwWtDy7CgfQW7cQ/DbwHBv/ga9Te/+c3FexnHJN5CB7rsSoZ+cPsd8RSAdNzj8CY5PvjBzzF85Stfsc8HAG/489rXlPFzmTIx6PZ0pKN916Z+bYole3GklAdzdl3zdhFDv2ETAzrIJyF8eSmxuPl5Y8HNGw9ZeK0TnxZiEYpPDPBWh/7xNN6EqAMTJ8APAuJrO3g1HF9/gOBTMTyQ4UGYA4eTLI54mMNXTzAh47vVeIsEdeL3F/DJGjYoWK/bRrcdRbB+fUwZzHpx4d5sYqHNWnwgHp8e4Ks5+L0P9AH6Z82aNTYd9SMPjm67mkDbWySxpOStiq8u+Bef1uDrOhhv2FhcvXq1TXMXArp9/bQ7hlC/NzkeNK5PUC/G5dTUlN2oeeUrXylveMMb5HWve51cfPHFVo477jiblxvD2JwlLN+xBP2r+xQPY5gX8HsUmDvhx3Xr1i3mxcOsb6z64gZJv8ZpVeg3jE1spuOHRfG1PmyU4cMGjPcYmvb/oPpX9yPC+jz1esb8+/vf/95+/eFTn/qUXSNwEx1At7tZA0Hbywpxz12YlpcnRFNjnTZTAHyODV3MDRijv/nNb2wc/cg+QX7f/Y7ocB2442RYgb8w52KdjDUa5gO9GQb4swHsl7p9WQfog9TrE6Bclf6jL3iELvoOcQhj/Y9nCPxmDTZrcM/bsGGDzYP8mHPhX9pRxb919w301a2zI33OYD/4pKM+hnLDZpCDwB2MrjCPBue4WeMiwKv02Kjhj4NiRxufGmDBhE9m+MkBwGS6atUqWxafMuBTHHyCgx9b44+Koiz04DXG2267bfG3KrBggOAhDYsIbNLgRzLxSSUWaKj3f/yP/2HL8ytAsA83FRzdC1a30W2fC8trPSijb7KA6aiTQhjWcS6uTZQQqEvng1/hb7zKjK+WHHHEEXLFFVfIMcccY/Nj88a1GWgdkI59oU9wxCc1GLdY1B555JFyySWX2A0GwP7QfTyM/uQYTwHtjBXAa0WD8Quf3nDDDfIf/+N/lDe/+c1y1FFH2Tfn8HDLT8k2bdok27ZtW/wUkrqo2/W/rpfoeC1Mawq3Hi39APMuNsnxFh4Wsa961avk7LPPtvMywPzgmyOKcNtSVbROl9jx6Svrwjp8UgfaVjw44O0xfB0Km+iXXnqpvOxlL7PjHnAcl6GKzboc9fikH8TMnb54lOMbehjbyPPyl7/cCr5WCRCnx3YdbYIO6vH1XdU6QnNZipC8NAD78UEX5lp88IWNhLPOOksuuOAC2W+//RZ9XKQnj9T8daLtTZE6oB5c61ibYg2LD3tOPfVUOw8cfPDBNh0+Rp7QdRBjD+2uIiA0F/nS3fIUosNV8OmGryCIw/WNNTB+iw3zwEEHHSSvfvWr5aSTTrJ5MX4539LHWh/DqRJb1peP6LCLW2ZQMih8toREgzEaGscp+OqJlY4wQ7lhA3THtqmTXbu44MGNHQ9Q/EE6vNaJr4rg4sDGAB5oMWHy6yIA8XjI4qe82FzBxgteYcZNDBMoJluUw1dO8Fdi8Oo+H9QAHjbww2F4Ewd/8Qhv22AjBw91eM0UXwVCGt7QQT36xueC9lBS0eV4rGNiSAXt46QEgX+xQXPNNdfIX/3VX9mvlPDNBPgfeYranJfWL3SbBg38oe3A4uq6666Tv/3bv5W3v/3tcsIJJ9h4+hdH0gZfthndx/AVNmLOPPNM+4YNfrsGX4/EG2N4fRzXNDZrXvGKV8h5550n69evt/MQrwGU1/52fc9zN17jK5OXPw+fLlJWZ1WwWD300EPl8ssvt18z+5u/+Ru58MILZe3atTYdvsybM/tFFV8hfx3+raqDYxvCMXrAAQfYBzT4/q//+q/tOOdbNnX4voyvSFHZOnyqgT9cUuzRIC/mAozjc889V/7yL//SfpUSb+Zt2bJlMU+Iqm3ztYVo3RwPqVAHjr5wXcA2vHGHr5++/vWvt2MUa4kDDzzQpvMep8mzoS77sO5kexlOheVd6Qe8ruE7bI5jo+Ytb3mL/N3f/Z31Mz9UA7Ap9IZ4G4gZv65/62yH1sUwbOIcizeU8GElNmqwRnvHO94hxx9/vM3H9QKIaUcsse0L5avTP00yLHa2ic5nYYZuw0Z3JsI8Z1jHVcHVR0kFZTDRYacab3LgL7jg0xjcRPFp1p//+Z/LO9/5TvupDBai/NoCynGyxPf4senCH1w8/PDD5dprr7UbDLiJ4VMdfBKMr1nhq1L4SybYkMGmDt66wQMcNoTw6Ts+hcfiDJ/K40EP4FNM/DYAPsEAup1l2hwitLjOqyO1fuT3iQZ2UDZv3ixXXXWV9Qm+ToIblX4Yc29Srq46cW3Ok7rw6YbUAXyHDQW8tQT/vuY1r7GbCthEwIMwxjcWtHpc6PrrsmO5wrGJeQOLWiy88DYT3qLDq834iuXWrVvtPHPGGWfYDRv6lxvJ0JHnZ+bPy0Ni8uThXmuDQrcDPsNDLDZqsJmLh1s80OqvPPBhAcT6arlSpf0sB39iLGBMY6MR97k3velNNowNHPpeP0wsJ+jDGD8yT0oZwLwnnniiXUPAx3h7bP/991/0r6vLvT6pI1XKUqVsk+Atxze+8Y12HQcf4pxf+/XNaaExm9c+7b8YwfzuStuh7QA+gsB/hxxyiP2677//9//eboYdffTRdpMMMD9xz9sA+zvGNuRpqq+gW9sAuzCH4h4Hv2LDFuMYa2D+LAAIjde24LarbdC+VBk26rS9Tl3LiaHasEnpPOTFZM+Jv5/QTk6IABsq2BjB2zB4SD3llFPkta99rf20AJso2CzApwjcLACYuPnr+HjDBn/1BQ8L119/vfzZn/2ZfYDAg8Rb3/pW+9YCNmmwaYM3abBZg++n4zu/+JFMLH6xmPiLv/gLu0DDAhhvO/D1R2xc+BYXdRLqv1C9yK/L8NyNT4Hl0DeoF19zgN/xQIvXmLmRQJC/7Ysd7T+2i2h/+SSEL2+RsJw+Ylyddtpp9hNI+BebC3gggE9hZ9G1qfVXkeUM+xtHzDN4iw5hziV44w5/eY5vMsH3EPol1kfMF5J+47OhilAn0JsG2OjGpvhhhx1mfUp/E5YBrr6VivZDjOgy8C+OmCvw8IsPFuB7/nYQ/e/2Q1lYr5ZBoa/LWMrYC9/hXge/Ym7Gh0B4cEMc73euL1BG+7wu/w8z8Bc+lMB6DmswbubSh6Soj8r0YQj2mys+dB+G8vQL2gI7eB1A4FOMUfgXH0DAv+44jB2L1KmlbvJscceFi8+2umz06YGt2FzEB2n4uik2bPnVaZcyc1OdDLLuQaD7P1XK4pZ19eZJU/jqKiOputrI0GzYpDqQkyYeCN2H2CZBPayLi35MdHiIwu/L4K8yANx8sFGA1+3xvVF8DQcbJ7j5EywG8ACGcvzLJPh04bLLLrNl8dot9OArD/wEHV+pQl58uo5yeLMGduBhGXnw8IE6oOfKK6+0n6y9613v2ue76/ohuk6/pfahzl/1AkJ5il4M4KEAnybwEwU81PLBFjCfi/ZLnT6qE5/d/QT1Y3EF3+LBF+MZvsJ4xBijb107m/DnoH3RBGgTfMXrFX7Fwus973mPfaPp/PPPt19z5I+b4/ez8AYf5yXSFt+0qY9oC46YIyD0t150Iy5kdxPjeLlC3wLME9w4wPyBN8cwfwDtU4RDvq9KU3qL4Hhy63fHUh1jC77FuObGru9tx44w8A/GKcYn5wj2C+cI+jCvvwbt5zrGUl3AFvhDr9GwgYA1hPaltjl2fT9oP4NUO5uwGTr1PQxjGD7G+AWcd13YJ03j1oFzxvWj/jbR7/bq8bncfL0c2jMUGzZ1Odqd6H3ETKgpcPLDmzL4izn4yxcAmyN4uwM3e4AFKT5J0L/ODvA1Jbwtw68r4RMGbPCgHG9U27dvtzvj0IFzbA7hl9/x+zYsB72oE77E17OQF78tglf88bsA2PhhuvaB6w+cu9IUevFYJ2ij7+aDtrg3fx3nS28DdV0f/QC+w4YBYD8MKxyfvGZwTiG+OMDxpCUW5uUY5jnC2PjFW3v4rj9+NwibuHjTDr9Vhd+swlt4KXWtVEKLU/Rjan/1G9c2tMPXln5AX7mSBzdr6GvgjnMyqHaB2PY0he5XhmP9wXzads5Ren522xarvyyuP1N962tXv0CdnOtpB891GkGepv2p6WddVYCv3P7T59pv9G2bcP3M8xg78/pIp8WEQyAPRK8fXP9iDtawTNPQHg3t03a6eZYrbrs7ltC+cWW50tqnJU4QeZNEzAQS0lGkuw4w6WGzBrvXOOpdawwqTpgQTpD6hg7wqRc+Fecg1EcIy2ORhbdxmAb0zQwbRsgDG7gYhl78SCnf/OHv56TCOuqG/cOjC9uuJRbmh+3wBf2Oc90e91z7lKTUG6KKDt2WthCyBf6jvRD6fRhhG9GOImLyhGBZ+gyCujE3YFMWb87gr2jgK5MAm7P4EUG8sccfv8Rfg8Gbd9wwxhwAtE4tRIdXEnnjV4N8Om+oXFXc/nGF6DBBX7O/hwH4mH7mPZJofyM+Zf6gr1wJkZK3Tnz1uHa4ovHF5UF/ur726dWk1EF039UJxwH0FulmniIpQo9FDdZZ2h6XPP1My8tTBep0j6CJ+soCv8KH9LH2s7uZ4ANt0W1sum15daTMvSEd1F+n8L7A654+ht+5aQt0P9SBa4eWOuqAnuWA64u6/J+H7os2029fVJE6GdqPt2McEcqTV7ZOB0MXBhYmPHzSjTdj+LUj/BlpPGDhbReABy/8oDDewgGYRFEOryvjhxbx9g1AOr7mhM0VvrmDBzEIvv6AOHzlCfnx5g3eyAHcmMEbN3g7Bw9u+HFi/MUq/HnvW265xb7JoydqUKc/UkC9FB912cX+4RHi4rOlrvpXGq7fXL+2lVgb2Z6QlEWXpS5c7z/96U/l/e9/v/zX//pf7V+KwzUMMJ4xt/DrfXijDnODHu9V7FmJ0Gdc5DJOg3PG1eXfGD15ebggH0a03aH5eSVSR3+6Y9cF6TEPx2VpYkz2e5zr6x24Y5TXnittpA12+WyAf7VPi+YAraOtvs7DtRnnjIsNp8CyHMd4BtDPAUyD3/VY72iOkJ+r+h/lY6WttNm2phnaDZsi9ATECaxoogdVBwMnPwBdmPiwuYLv4OIH/rBpA/DjwPgT39g0wV+N+t73vic//OEP7W/PANzoURZ/UefYY4+1vzkD8PUG/AWYH//4x/aT9TvuuMM+qOEc+fE1J/zJQ3yyjjII4w0fbAh9//vfl+9+97v2T33jE3n8Oe8PfOAD8vGPf9ym4atULmxLHjF5QIz/6T8KCcWXxdVN9MMYQNqwTBB1+KUuQra48W33L+3D2HXHr6+NiPMJcePcc9TlEzcN+XHED5LjN2pwLeOvQ33nO9+xf/ENX3/CX4jDfAEwL/CrlL66XLRNK5FQ2+kr7bNQ3jb4jzb4+ritwGZXSMw9pCMNdyzzfJh8rcdIvwjVqdcPvG9A9Fhm2JVB0Ma5Ic8felxyvTYo3zUF29/Pdrl+JbRBp3c0h3s9Fp3HklqujfNCVZv0daVlWBiKDZsqDtb5i8ql6M1DDyqEIfh0G3/xAj8WjL92gTdsPvGJT8j73vc++4bLxz72Mbnzzjvtp+Ya/BAYfigYf1oWX3PAmzL4PQqU+ed//mf5x3/8R6vngQcesJs7F110kf21d/zIMPLjN2rwpzuxmYNNGZbBEQ95eKBDu/HXfPBr8bwBplB0ESGdCxYfOh5hnhfprQPUhfbik0Qc0U/8VBHn2hZ9w6rLNt3eqrg29cN/qfCTGz3O2mgn0X3jW7Do9Kr9mOcHX99iExhzCuYHvDGHt21wXUP+4R/+QT71qU/Zt/iweYsfJsfvVPEvwdQ15lYaeGMJQv/h2ObxO6zAp+4Y5TnnDRw739cH/cs5Gr7FW3o8r5s6+o46BjEOdJ0IQ+BDrCHoS94zmN5RDl7zQN+HEe/OEx3xaN8xjPELIYindDSLO0eE5ox+zSVtmrOatEWP8bLSD4Ziw6YsriOLnIp0fWOoiq4ferGBcuGFF9o/U4rfmcDvSuDtGGzA4JNyfAqOt3DwKTjeisEGCsrjK07489tveMMb7O9S4AeF8We+8UCGt23wFalDDjnEbupcc801doMGX4HAxtA555xjy+ItHXwdCm/xYKMGb/fgbR78WDH+6tQFF1xgN21oMy+OOi8S+sKFdQ4C1s0bPx5m4X/csPBAjH7gmBikncsF+A/+xdjGGOVGWdPUPdnr64PhvPHhpuXljQV+xF9+e/Ob32w3avH1yV/+8pfyyU9+Ur72ta/ZeQEbOrj+r7/+ehvmwwRsrsOGlQb8hzkBYxfjFmFNW306rP2s7caYxXzBr/fphwrA67AjDvqWR2zMwL9YN8C3mE9cH7eVQY5vPe5gB3yG+xs+bMMR83Q/7nHLFfhU+w9jlOMS8y/OB9n/ywX6ED7lGpi+Zlrn5/5RdD9Lvd+V7bs23Fe7e3vG2H8x9MLLEj3RaHHBJ0n4ehJ+5+Xwww+3GyM6n69MEW55TIT4DRsshBjGDR2/NXP22WfbT8HxtQWk48/zYhMFv0GDSRNvz2BTBp+QY0GFctSBDZpLL73U/pluvF2D369BfViAYdGA/CjHTRxMxngD57TTTrMbSHigQxhpKFfm4vD5B3ruvfde+/s6+PPlp5xyirVZ4y5kXJ8Rn/6quDphL95UwIYYwtjkwoMw3kzQNy3AcFW7qpbHm1V333233QBEH6Kf6dMquuuYIFG/1oMwrjO8JQbwF42woYjxy992cinThrK267oYxm/C/OxnP7PX21lnnfUSO5kPRzeshfA81kZfPurDEXZhQxeC6xubjBDMG5hDrr76avvXojA2YDvmEuiE1DFOqoJNY3xFEzYcf/zxdl6Kpd92oz7Mqc8884x9ExKb3ZgfTj/99MVx0YRNZXSyDH7j7Cc/+Ymd0/BBAe4hbaCoTTodYXyqjjeb4Ht88IC3xs477zx7v8MHDbxOyviqDvLqddsC8NfasN7AV5Ux7vFhDtLQjn62AXWxPoxtjBPYhvXG+eefb/2LuQVzBW2rYp8u6+rhua4Dff6rX/1KHnvsMXu/gPh0uEegw00A/e640z7EegprHswR7N9BATvdscUw3uzG1+vxgSHuE1ijIW2Q9rrQdhzh26eeesqew16sm/H1f9zbSJtsxxoNPsa9DfcKrL+B2x/9BvW7wB6s0eBfrIXxIQ8+CMY3A/AsgfS2+JZ24JntnnvusX7F9Ya5y32uGHZCPo/tC19fp9CWPo9l2OyNZVlv2LDTcNTigxs2+KoS3nKpY8NGw/K4iePGiBs4Noa4MYObOh4IsUmAurG4Rh7ePLFhgI0YLLgxiSIfJifkQ1lsvGBjAYtXLq6wyEUYExi+NoHFDvVjsYtNHpTDgpEP+qgL5VLb68sPG7Bhg7eH4FPfhg3L+crruFR7UqG/YB9+5Bm2YrGqfcp8ddlVR5vg29/+9rf2gRGLF2zcQG/T/kqF/uU4xiYNvq6H8Y8NS45zl362Q9fF8JNPPmk3bLAZgk1VvWFTxrY62sMxSMEGLzZ6eY1jHMDWV73qVfYaxzXPT8uRn+XbsKjRGza41tq8YQPgO2ySwdd4oIWfsXngzmsAeeugTDtZZpg2bBBHIQjTjwjj/omHM8wd8D0+CIDvec9iWY7xGFhOSwhfXkgeOp3htmzYAO1fzHMYIxgr8C/WKHhQYzptq2KjLkudvjjADRvME/AT5jfCPPqopZ/Ah/Qj/IX5GG8/4gMJzL8Yt6DM2qpuWD+Pbd6w0TYwjI0ZrBmwiYB5APcNrHE1bbCdYMMGv1OJDX69YUPaZCvnH/gTa7SXv/zldkxw0xa0Yd0A6LflumGD9lFC5KURzktViKmnTQybvbEM/6iukaY7Gfrx0IQFPjZn8DB11VVX2a8k4eaDxSduPpgkcc5NFFxwuNEjjJsqFlMogzdjrr322sVPGLixgLz4pIeTLx4yscmDm9vll19uy+AIGxCPh3zY1eQkV8ek0Q+w2IJPsImGBzIsvPhWAnzadtDfbZ2sYBf8i7GKMY4NMTwQ4AEYuGOkLe3wjV3aNih/wybahfGJN2qwsMK8gK9F4hrHZix8jXkEi3Bc37R3EDYvBzBPYkMXcyc2vTFXcPxqfGOmIx34EfczwHsn/I5PfXGvxNtkoG5/r6TrQ/sYD8LYaMCaAhskfOu2H6TUw7yD7ifUD8HaAMK5GB9EYL2FB3Q87AKk08+DZNjmJvqY4MMHjE2MUayFMWZJN+/GQ5/SvzzHWgHrMvgXawhsJmMzBGO7yWeEjjT0NbHcWUltzaO7+hyaGhj6RoIwPsnCjRw3G2yo8BNaLEqRhgdbTo6cTKkDDwjYRcbCAIIHMpRzb1buOfRiUwf1ojzOATd3mL8pH4T0NlVfKvA3Bf6Hn3HsqA7HMHyLmz98i/GnNxLaiL4mqtjolue5llh8eWEnfInNV8wJeIsJ/uUDAn2cWlfHvmDRqucG+NJ9CHPn3Y5ywK8QPXZxn4PfIZhHGA/pKAf9Bz9jDsG8gY0wHBGP8dz5OIz2C32I8Qn/QTBnAPqxIx3tN4Rx7WMzEeMUc0JHOXzjEWOYazQIwoijgJVwj0MbtbSJmHnEZ7dujy+9zXRzZ7dhE02dg5zlcSPHzQYDEXHcOMG5Fk6UCAM3npMoYLzOy4UvQBrqhVAP89Iung8a7edQuC7oB+0717c6rQqsa7njtjN0rkXTRD+XwWcb8MWFqLMttMetH+e8roG7kUDcch3x0Md6DtW0ZcwuB+BbiDvvMkxf4xjKU5aV1I/0MX3Ic4xvHUd0uGNp/MFfPAf0KXHPO+KBT7Vf4WusnelzslzGJtvLNg8CXveUlc4g+0IT0xc+W0P2c5y1pX15rPRx2N09AujB2/RA9unXEyUHqR6sbjpuYjwCPKwxTcM45nWlDKE66kZPKk33CWA7QtKRD/vI5yv25TD5smk76YuUelwf85zHYaJp/9aF7ic+1IJh9HmboY/hVwjPCeK4Kcn4rg/SoR/pO+1nrgsYx/imaFp/U/jWT66/6Mdhh21g+1zRaVXxXc/a1256XfUOErdNPh/UCfRrv3FO1fUirOeIlcqg2z/sY7sOXB/w3D0uR8o9oa8QcHG60jS6Lg48TqBF6IGqw1onRIN8oXJlaEKXa3NbqNq+uvDZwb7mTTZVQvjyQkIUpefRBv/qa89dkPcD+MCVGHx53b7guU/qokg3bUxpWxugvRS3XW0i9v4Rg9uXlCagb118cXXb4aujbrT/6rS9DLq92u+0y7XVlabQtuQRk8dnd56E8OWjnTF2xOLWUQd16cprp06rwx+wmb7VshwJ9Q/HQV39B7QPqRdxoXWOzr9c/a8J+bzOPkihyOche8ly6jO2JXRcriz7DRt0YEwnhi5K9yJwz9uAtoVhfppTZKevLYMa9OwriqaoHYPGtT1P6oT6fPrb5DPXPtdWTV7aIKA9bbKJhGzS9vIa1+OhLW3hPBWC7fDJoKENbZ+byCB8pvtLSyyhMqH4OtF11F1X2+fmptF1UlJhmSo6UqnSb4Pu85iN2yZ8mKJT92VRuZg8wwrHStkxo30YEp2PIMx7shvvxjWBrkfLoOA1069r19d2SlWK2lBHHf1k2OytgxX/hk3KhVh1Em2CNtpS1wTj4ra1TW3vWL4M0ziDrZS23tC0P2EjzwfxBlNHOym6hzBNj6XlQhvaBBsg/Z5D8upbjn3dNtrm436PvzbAPsCRb0g3yXLyMXxVZ3u0rrZdGx0rj26FHGAl3ig6lhfdGK6XOr9a0i8wBjgO2j4eaN+wLYy666wjlWEaM4O0FXW3yVdVbBlEOzCXcj5tkx9TGFa766BfbV9OPq6zLZ1fOtpEt2FTgm7gx8MFQ95DWFE6GMaH5Top8o+PMmVi0H2xUvoF1/wgrvvUPqzbRn1tMuxKXaz0a7wjnWG9F+ddN742NXXNhWiTX9Fe39yg/eD6hH5ivD7X8USfu2nLhZg+Hdbrqe1g/JYZV11/LBHjP/irH+uIYZ0j4J+QdLSfbsOmBy7AoouwG9gvRfsj5B/G5/nXV05TlL6SoW/6dRPRfbFS+qVofoAfiiSF1PxNk9f21HHnto3nWk+qzuUExwslhqKxCdrqU9hVRqqUpeThy58nRbh9qcvFlF+JaL9U9Ze+ptgXbp/E4OrJkyqwfFU9Gte2fo07XW+eLEd022L8rf2hy650ivyAdPi3Ln9RD46Ujo5B0m3YKLAzq3dncfH7JtjldPGyja7UAfTAT/jTtxB+ykA/04fan8yjQVrox0lpbxulTnxtJ/oHplkvzil1An36R+lC/bKcgE85Zgnj9LFIyjAo36barNuppYhhHTup7WwCX/0+W3CNIl6P31h0HT7dxM0XEuJLg/A6a0JS6yvK70tz44gOA4x76gFzc3P2GAL5tSx36C/tN+0vF9cnrq/0uRbqR5gwrQ1UscMdc0XAtxiHIR93lAN9iPUv8M0DqaT263KA16QWQn9w/Oo0DfKl+i6kKxTfUQ32kRb0qxu3Uuk2bBT6InQvSJy3TQaBzwb3XIM4/YAP9AUI3AuQeYukY8lXvklM+wriw81DCeHLGyP9xFd/SIqAX0ObUjHlq6Dt9IkPX75UaTPoD84fy4mm/M+xC3+11WdV2q7LFunw5U2VPIrSNfoeiHLoJ5Cio2nY5hhpEvgqdM3ThzHiwji3DU23Z1D42kUf8IhxyLFI6L8y0rGE6w9ff7hjsaMYPV6b9l2b+4e21WVjnbrKwmumm0syug2bHhiUvFnpgRqSjgz6Ql9YFNdfOuwDafR/DNTXVuknsfXqPHl5dZ6Y/MMK26fb6LZzfHzcjkt909Dl3PzDTj/b5KuL59rfBHH6YbcOKQPtrkuK0HYy7NOBo9sunZYKddclxJcG4T24CfHVlypl9LG9GvQPdPCTdx47lsYGwLWu0f50fVqVJnQOErbHFQ38yziMSYxDjm3GuXB+iZWOpXEbC/sqJB1LcLxyXnbnjLK4PocME8Nqd0eYbsOmh76x4ILHq3VaELccJRWfjpDw9UROqPQxjszDmzrDTO+IA37jpAy/caxy3NKX9DfjGWa8KzpPTH7UM4zitkGHgetbgHT6JVbKlBm00Bcx4iufJygDtJ/pY53H1e+eV5WQLtajBfZR6kbrduulPdo2n40oq9NxPj09bY+Yg6mfuOWrCHW7EoOv3DCKzy8QpmlwjodjbAZz7AP2MfuR8S6sk7q16LRhEdhNeM4j/ANfaT8RxPlEpzHsotNXGvQ3jtrXMzMz+8whTO+XwI4Y0WX0NZMnukxT4toGMMa4EcY4HLVd2k6fUJ8rvrzLUXxth8DfSKdPIfBzx74M6zxHu1fqPO0yYgZ83KpqmYLmYzDs2LFDbrzxRvnKV74iRxxxhLz61a9evDkATrhtoo6uS70QQnVSj07Hzf+2226TX/ziF3LmmWfK5ZdfLqtWrbLxQPuU5XCEruVwgbINbnt4o0mBfiEIw38/+MEP5Dvf+Y7st99+ctVVV9mjfjhDPp6jXpfQmPblBaH8sGUY0X0BXzGM9kDuvPNOuemmm2TDhg1yww03yCGHHGLLaP+wTB6671KI0d0UKTaHxosP6IXgYfXee++Vb3/72zb+sssukyOPPNKG2W6MN90v7C/qaArq1/4Pjf06yPNf7BiAvdSDI+x99tln5bOf/aw88sgjct1118nZZ59t46GTC90q6D7w9YfrR+ZhH+KYMnaq4LMvlaK+8NVBf+vx88QTT9i1xp/+9Ce55JJL5KyzzrLzzezs7KIOHt1xB11FdgwbaA/by7bhfPfu3XLzzTfL3Xffbf108cUX23iMGRzpW+0P6tHodB0muoyb7svfRnztZpyvTRxvt9xyi11HnHzyyfKa17zGrtHoV+DqRTziYvyCfD67qqLrLpo/WH8Tdrj4/HLHHXfIN77xDftccc0118j69ettHubzlXFx5wDg6sgD+ZinqK42Att9bYRf4N9bb71VDj30UHn3u98tJ554Yi91X2J9tZzx9X2b/OHap8+1nSu1D1f8hg3ZuXOnfOpTn7KChewZZ5yxz2DxTZh14+uK0MCsq9tSB35RvdDHxRQWA/fff7889thjdjI95phjrB/hXxyRh36FXpTDEfGuXe45qMsHdUNb9ZEC4BcuMhhXBP3CMBZbeOCFf3//+9/LunXr5Pjjj5eNGzfafNSPo/Yx9dB3CLvnDPNIkKaPgPr6cX00gW4r24Uw2gMfP/744/Lzn//cLmIxJ2zatGlxnBIdzkP7jSCO5d10xMfqbgKfvSE43vLQ+hCGf5988km57777bHnMD9u3b7dhCNLRfj22tO9T7MvD52Pohui0uurzUaaf88qwP/bs2WM3HZ9//nk54YQT7DwMf9LHGugraqPO4+Z3y/IcR9rqlsWR0iSubVVw26IJxVFQFv5/8cUXbb+88MILcuyxx8rBBx9sxzvujTovy2vYb248adqXdcJ2QnQYwB+4V9511112Ywv3Nzz0wkfMT1gG+O5F7lgnrh6gdenwMKDb4msXfQwmJiasXzAOH3roITnooIPswy78DuBHiOsD6qW+PGL9R7tC+Zmu7XePwGcP41i+SXRdAOfYLP/Nb34j27Ztk1NOOUUmJydtGscp8ug2xIIyKeW0bag7dE20EddXbAPOH3zwQSvnnXeevOc975Gjjjpqsa0a+sqXtpJwx0yb/OHaps+1nSu1D5f9hg2bF+pgpCMNC4Pbb79dvvvd79rF1NatW22aLq/Pm8Cn2x2klLZOttpPkL1799o3anCTwkMvQDzbxSNgGR86nwbxrJPnIR2DQNvNmyQWnDgiTd+IdF6NbhvAOcI4YqMRn0JikbV27VqZmppafNBlXh4pMVB/LCl520Se3xGPr5TgoQrtwydj8K+vrSl+ZX2hemOpWr5OYtpPe3Ve+BfjF3Fr1qyxcwSuDZxjHLvzXKyf6yClrib7Arohrj08137lfEIfYq7BHIEj5gc9B+tjXVTxQ922aIrs8vk3BPOltJV50S+cn7GJhnUH5+08fdq2MvXn4Wt3rC11A92om0eA8Yt5AvPD6tWrbRzzcH7gOcMuPpt1GeCeDzNoi+sHtE23kfMr3i7HHIy5QfsX6b45uElC/qfd2n6dl2mEYZ0fuPnqhPXoOhGGb/GmI67xzZs3240ypvGobfThS0ccpQjdZoRj6mwT2n6A+xnGJsD43bVrl5x22mn2LXM8u4Xa5+oZFtiWOux3/dImn/j6DHE+G4e1L6vQbdio5mNSxavKWBxgUkUZ3qyQj9IUId20HUfuKiNvP2+kAPXSliLYFtjLjQraS/tdUn2rNztYNqR7UPhsg8AXOKewX3342oPy3Pgh0MFFlobl9ZF1+XQDbQvz4+jmZ7y2Y9gI+Z3jC+3DgxVA3lD+GHT5KnoAdbl9UidVbSSwkboQps2u7fA549g2N4/WU5VQ+4rqdcMhPVXQ9Wi/uPjsApwjEMexDPTc05H5DxLyryYmjw9dTtfFuRrzC+J4jrDuH/e8LmiH1l9UV1O2aFAHbePYxbhFGD5C/Ugf5vtOU8A3vv6hP/WRYaD9ifLwc9680ySsM2+cIQ/T3fz6yLQm2wHdtIdHwHUD/Yh4fHip7dLhEL50xFGKoD1Ah4cVzgWA62C8/XzAAQcsvsEUYhjbzz5eDn2XR8xYJnX5oi7fQk/T/dNt2DjNx8VPx0OY7h6bIKSbttMm0qQtIXT9MaTYm9qeVFvaBNqq7U9tC8pTCHRQmiLUR6H4tpNnNxcEwPW1S4rP6+wf6GrS93XZChupy7U3FD9o8uz0hZukTB2wjfZB2J5+2TwspPiCPqwK+wAPxXjY4LojtGHTNLq+orr7YRvqgADOw6zXVzfzdoTHs+sjnjM/znWekK+HgUGMEehHvTwCbpjjukY8rnVe46k0bf+wAz9jrmAfhGDftJVhtr0qKWO8Ll/oOsvqrENHDCt+wwaEnO26Buc+d6EMd9CrENJNmhwIsRS1sYqNVf23XEjxYazP6ho7ofraMDbLkOe/JttUZazDLpSvomPQ0Lc+H7vtGsTYSvXtIGzsGF70+EKY44dvOBDEM62pMRYa6774NozzNtgwrKT0aWhcNEFMn2p72jgGmrxeQn2Rqr+ffdokRe3Oa2cbxw6B3UXjqM3210HRGK3S/pjxX2Vskab6qHvDxmm+zuem4dznLpTpNmwyqthY1X/DCNrMdsN3qf0d67O6xk6ovrr095s8/7FNyFN3+2L7zQdsqVK+Tfj86rZtEGMr1b+DsLFjeNHjC2GOn27DpqMqeX2U0qehcdEEMeNK29OmcRjjp6r2hupI1dvPPu0X8AHbRX8UtbNN40cDu/Nsp91ttb9OfH6o2u6icUHy6qlDR1lWzIYN8DkwJT3kKpRjWeSJ6Sg3X0g3iNHXT4raGOsDlzwf+GibX1JBeyF6kc5XOkmb2pjXP8PaF6E26fYwD+NwntJe5nf1dLSX0LgIkdenqePFJdaW0Bhj/altClGlLZqqfoml7nq0vjK6UcbVAXAeCuu8DNcB6wjB+rQtg0Db0FFMTD/VPZaaRttb1vYm2hw7LkP1xtjk1tFEG+rW2SSxPs+jje1Fu/LaRpuHqa/K4vND1XbHjpu8elLGXt391IoNG5pQd+NCTXPrQT5f3W75PFf5yofak6fHR91+KUuq3SDF9jL6hx202f1U1d206RgM6Jum+qHr33ZT1xxdx5zWtnmx7rFLfU23sw67XRtxDr0xulmWR5RBGPM/53z85gXAOe8Lg7gfuO3U9NuWjmZIGbuDJjQeU2zPG9N1wnpc21x/x9jjlmmCfvmljTTp1zK4faHPta1ts7tOisZjlbbHjHWf/irXSJ19NfANG1193YOw7qbl6fPZHmpPql0pfhlwd76EYba9H6DN3YZNO0HfNNUPXf+2m7rm6OU2pzVxTVBf076qw27XRvojRjfLhnQwDHCuwzH668S1UdNvWzqageNuGPozNB5TbM8b03Wir1sN/Z1CP/qoX37pSMPtlybHwLBR1hd1jPXUfqmz3wa6YdNE1do5Tej36Qx1SCg+1a6UDh9gd76E1IHaJtv7BdrMDRuE4TNu2NB/K9Evy53Ua6Ojv6RecyulP5uYi7Tvmpzr6uijkH0xut2yKW0dxPiq0taO4WEY+nMYxmLK9ZxKk+1s0u6mCfmFa2qks33DMM41vn4ZtjY0SRlf1DHWU/ulzj5b+ru1fWaYJ4mOjjrpJuGVRdffHangftkG6VjZdHNXR0dHm9H3qVB4GOjm2nya6k/4va2+H8gbNk1WqR3dRD0+naHODcWn2pU6eAbQpV6G1e5+wjbrtsNvFLAS/bKcSb0uOvpPm665NtnSxNjVOptsax22h+yL0e2WTWnrIOYMn32DsKOjWYahT6tcd/0i5XpOpcl2Nmn3oMhr07DNYbot3fzbH+Bn7fcq46nOPlt2GzbAdXad+PSGOiQU35RtbHfT/o0F9sT0hc4Ta3vIt8NGqL3LpX0dHcNKyjwaul5TdAwDRfNSHT6LoV/1NElsGwZlv8++tvqyoz7y+ni5zWd1AH8No1+03SupX4dlDmOf6H4aFtuXG3nXR1Gf1NlnA/sNmwFVWxmf3aEOCcU32fa2+TVlsKbaXueFMEjcdi+XdnV0DCt1zUVtm4+rotvJsG5jSntj57l+1dOxLz4fd75c/oT6OOWa6xgeVlq/DssctlLnX7Yxdlwif8oYLju/5aXn9UudfTaw37CpsxEdHcOMvha666KjY/jAzdwnHR0dHR0dHR0dxbhrp7x1FJ+X+vHc1IZns+5Hhzsao9t8iAe+6vzV0dHR0dHR0dHRsbLgZkVTz8daf560jX7YVPb5q5/PbQPbsFlOtHGAd3R0dHR0dHR0dHR0dAwXdX6QO4zPqdrmfm3apPq7n37tNmw6Ojo6Ojo6Ojo6Ojo6OgaMu3FQ18bNsODbCBnGTac6GdhficLgG0bn+2wOXUih+Cbb3Safpk4wqbavtAmso6OjPzQ9jy7XuSvFb1V80K96VjI+H3e+XP6E+rjpObGjI5UyY3Ilz2E+f83Pz9vj6OjS+xt1+Yj1ldGX17dV7Ispi7qZT9vhs6lIXxVbXQa6YcPwcqOog5Zjm+sg1S91Xggdy58mx0t3TS8P2I/d3NI/4Ot+XD+heuro65V+/XfXSxptHi9dX64sluPcFWpTN7YztH/6vWGDcJkx55ZJsbFKe2JszWtTlbpdBv6jw3U2pg0st/Z0dCwHuuuyIwXcnyjDQjfGi+l81NHR0bHyKDP3p5RBXkpd5OkqqofpRTa56bocccMpQvS5ProSwk2LXZvl6axCjM11M7A3bAAbOkyLYh+pHTbs7W2KVL/080LpGG6aHivdNb088PVjE2OnyfFYbSzSrv6NZ/iiH9cPfe7WVUdfrPTrv8nxvBxp83jp+nJlsRznLl+bUsd1W68Dtq2MfSxb5J883anjBfl9ulP1EF0uxgcxefIo8hUJtadq/ZqBbNisdDqX+0n1S50XQsfypumx0l3TKwOOI/a3ex5L++Yu2M82wDZIfpvi2xxqa1Z+ZCR70df1qaaO6wt6fXrq6Is67Btm2jee202bx0vXlx3DDK6tOub5tl4HaFsV22L8k6ffVzYP116Gi/ToMm5enufZmZc2rHR/Jaqjo2PZgkm7HxM369HSNnw2hqRjpYCFD77DTpk1MtMTHe/KXIEwnwJVLa67eML6FxM6Ojo6Ojo6aiZ1s6UKsetIna9be+bTvWEzADqX+0nxS3dhdxThjhGOrybGTuo1jfyxdoR0p7Qjtc2p7elIo4kxCPL6zVfnwkK2sTIywk2WOVkw/43Yz3LGjaAM4nXZpbisvqxOGzZJI/jPvjWDfGMmoRfu2TZvVWWbNPYTI0Qb23pnATuzslWgXldX1b6ow7Zhp6nxvFxp85jp+jKfsn3X+TUf+LUOH0GPr49SdafmZ51t7mftF9dH2u4624B6yviSZVw7AeNCeuu0v00syw0bt7Pr7jzqpOuW6+Dw0abh4vO7tq9f/dLEGHPRdZStr6hcP9rhgjpJE3Vr/YBtrLsut548mDdkh89mH6E2hOJ1vTpclpBd/aCK3VVI7Yt+k9cnPhuxYbMgcyZtVkZk1oYXsIFjN2teumGj/yXY4LH/2rqz+m35BeQbM4uMURNhwuZ/5J0zWTJTsi2aERQxETjTNkKfa3OVMddEH5W1h7awfOi8DDE6tN1N+KUKsE37I6YdyJPa7hSa8FFR20BMnliK2t5EG5cjbRpDIWgj6tThtlKnjdDl6yOtO68eX1kX169umZh2xNRDqC/WNh9uWW2/S579KXYD6HLL5Ol3Sa2P6Hp9NsRCW1E+xe4mWHYbNoNqTpWOpM2DHgwxDNtwadqnZfyRalOojhQ9KXb2cxxqu+rySx4og3rqbmOKLcybZ4fWF9IdKhujU1PWFyltrpuyNlelbh/WSVF/uDZi84Rv2IjasEFK9m1pu53SO88wI9b8l70Jg/KZxlETyt6YsbHWDrxZM27ScUQ5/DMvCyOjJqfJb9UuYDunt2GDbEsbNrotvrgq1NVXVeyBDXltrGJjjI6qtjdBFZs0Ifuq6q+z3am21FF3TJ0xY6ap/h8Wyo6jWL/59Kf4PM++uvSQusZC0dhK8Xkor6vbV1dKPUVAP/RB6vJTnbCtPtvy7K3DRyn+qLNP6mCQfTnQvxIVS8hBbetIl5iOHXQbmvRt022LvXDy8oVs9JVp23hrsu/qIMXvONf588qSqu1Msa9OqBv1h2xgnjw7YnwUg6+OVP/XZctKpmgsFMF8IT06Hjnxbs3CQrZBgyRsw8yZ/+YXN22W6h3FZkrvP4TBzNyM1Tk+OmHOMo0AGznzC2MmFzZssGg1euf2yOjIrIyOT5nUcfsez8K8KTti9PaqsZs4Vo/f/jopM17hX5aL7ZMqFNlYZENe+X7Yn0eo/jL90jZ0G5r0c8hXVeoM2c4w0uvoo7r84tMTsi/V7rpt1PWHbEHelDalEGpPni1FuGWr2BlTn0uZMkDbyXBZXUX49FbxU13QLp8tefbV4acU/Thvg7/IIG1Zlhs2/WgSbGI9IfuKOta1sx92u4yOZotvlzpsabo99C/q0WHg+j7UFyEb3fx5bdH15xGbzwfL0g6EfbqK7ASuHl3Gp7MK1Ic6dFijbSExdqAc9Wqdbj063dUbqkfrC+Gr0yVPD8oUlYuxQxPSl4evjhg9Me3viKdoLBTBfCE9jLdfg7K/MbMg0/NGZkQmJ0dkzKTP202XbONlzqTZIkbsdo1Rjw2Y0Z6emZk5mzYxjvdkoA31Iwe+9tTbjDExc0bd9PROmRzfK2O9DZv5hVFjx5hgWyfTZsrbnZtMhz037YHNRe0qS5E+XW9sH8Ti0+faE2tfiLzybtkYe5CnyKZYQran6i/ygQv0p5YpwrVZn+fV5fqzjE98aWV84gN6XF2hvHk2+ki1MYRPT9M2VrFd24Cwqyuku4rtLIu4+fn54Jq/DNou6Md5qq0g1O4iypbTNmr/aFJ057W5rI1lifU/7fLlr9oerTuvniKqlAUxtqYCW6q2qyxDu2ET0jGA5gQ7LK8jfXYOwvZh3rDJw/V9qC9CNrr5Q/nKtDFvXPjw1QEdPj112Jmquwpap67TV78G5crY4+oN1ROjO2Q7KdKBMkX119HGPEL6Y3QUtb8jHZ8fY8cA84X6IoufN/mwYYNNE5GnXxD5wyMz8uKLM7IwPy6jIxMyPj5iFvYis3PTvTJmnBrdViuqMGI1LWSLlpER/eDZO46YB4ORaRkf2ysbN47Ktq0i2zebfKPjpviYKYe3byaMrn03bKAe52xLpj/LEWpXFUI6Y31eFurHAxQZGxvrhTKK2ltkY155XTalrXX1QajOFP0pdjeJa7M+D9mYanvIL774OnRTh0+XL3/IvhB5NkIX031h1oWwTw/SdTnCcrH4dINQfAxFNoR012l7qq48qIv18bwue4soW07b57MVelN157W5rJ1lKfK/tseXt2pbQnmK7HIpsjOPpnzu2pFqVxX6tmHjVqPPGS7riD41IUjIzlC8r+2DYjlv2EBog+6LPP/rfG7/+dpTpo2uXh9FeqEjpMctm2qjq1efl2lvHj59rM/XPp2/jC15bdNUrScG1K3rD9WTWn+oTUTr4wOjOw8U6QAxdsXoKUNTfUKaslvDNqTUVdXnI/hz3SP4xZkp2WOC9z4k8o3vPC0//vFDMrNntYyNrDVjYUzwWzbz83ttCbPENxXbYhgwxgYzbk0wswQLW9QJ25C7t+kwutvoeV5WrXpGTjpxrVx9xRFy5qmbrTa8YSPz2LCZREZT0BTOqrCS6c7O3E+Ey/SLz2daj6sz5OM832sdMX1EkJf5YzZsXN089+X1xRGtx9WZR55OH6F6QnXG9HWKvf0g1ScgtQ3Ij3p0XW69Pp06LmSnjtf5Qzb69PjiaLOPFN0uobIkRoemSJ9Lan5SR9tAXXqaQNtWVz8gXqel6vVRZKdbZwzQk1qmaUJt0/jyuHEsE9vGvDy++kjZcj5i7CyDa0eqXVVoxYZNlYcG0KcmeMmzMZSm7R2E7dquGBvLMqh+QZvy+qXI/0X+KSpfRJ5tJKS3yDaSamOonYh308q0OYRPV14bU9vl4upzz0nVekKE6ssjtf6iOqBPf7IPug2bfSmyW6eXtYXlUnxU1ueIQ9kR2WNOsGGzRnZNi9z+S5F/ufFP8uXP/0rmd20w+TaaSiZNHvwAcbZhs4/gtRwv0G/+HcHv2ZixNfK8GVSPyfr1j8vFF26Rv373GXLphQeYXEbnPP761IQJm3r4J7/N/1qzbebI/Es2bECKv4D2GfXl+SjGxy5aX2p5XoupGzYI67WTm99Xnrh6YsnT6UPrhq04pw5fWPe1r64UW/tFqk+Arx3syzzYz7G+QZxvzIds1jp0WY2un/lj7SGhtJBdmjy9IKQjFF+kT5OSF+g+1X50fUryxoCvHzVFtoVsqQvXrpi+dPG1AXGwHUforMN2bZvPTm1HkV8J9MTm7Qeh8eKz0c0TKhPbxrw8rm5NkW5dtkhPjJ2pxNbfFPVftR0dHR3LCE7MOA5ikm6SutpEPa50tA0s2uft2zII7ZkTeW7XBnl+96GyY9fR8sKug+SF3fub44GyY/dhRkz87kOWZK+RPT3Za9IW5RB50aaZcnsOMnK07NpzuOzcs5/s2rteZudWCb4KNT9vFlKm4uwvTe27/NhntPRO6hhCehzmjckmFnj9gg80baZoPljJ84V+mA5R1j9V/DqMfdLUdVBGb8h/deqKpevLlUUb+xs2DeM49DGIsdlt2HR0BFguE0tZVnr7NdoXy8EvaIOWjmbATd2VwZPZgH/tt5HGV8nIxEEiE1uNrJeRyTVG1pnwBiXrjZi4KXOkII+WKcgaI2uNbJaxqUNkZHSbzM2tNXXhx4ax3MBYM0e+WaO2abRnOCRH7I8jL1F2rLLcchrvw9YO2MtPfENhwrCOA+75ciBmswaUbXsVn8WW9c1zkDbhsw8SQ2w+F/iPUpWqOuq0pSncvsG1weujzXaDsmOkKWL7up9+Zb92lKNVGza8OCnD3rEcnK6kwgvPleWOnqh90jRl+qrNDMKHTeJrDyQF99qkFJFaTxO47abE4MubqmNQxPRPv0i1ZbD3taV67UYNuhlHswoYGZ3KVgNGkGb3U3yCMjji2zuu6HgTXhhdZQKQKdNuJKJOPJgjAxT1QH294BLZ6++uaHzprmh8cTFofSEZBO44KmuH2xaKj9Sx6+rT567odIZ5TJFUfDpSpCxc57YVX1shMXCchMaLTy+kDvL0wJ7YMcy8bn72W2z/uW2k+AjFgzrGimtDjPSbOtrpw9c2SCo+HRAQa7uvfKzEkJI39noYNrTP6hKNe94PslVUS8HgX66DqaOYQVwQbaWpm9hKou7xxEk8VW+ZcnUt1mLRNsZIRxyD8xXuo7yXYjfFHMyQ4h7LAsYXs2CoQXiuhWlzKsxzSi9udm7GFsEOEL4KZe7m2WaQdYFJQSLOcaqxv27cHtq8BtHjqVsrZeh5KUYGxSDrXs5jRbctFG4r7tjUY0SH+4lrR9PktTnWDtqspR/0q5624/pe+8U974inbxs2uoP0xFn0IMJNGy0uHABaiA4PG7otw9iOKjajrH5NWuvK01ulTpcYXVXrc8c2RcNroOxDO2ykEIZ1vE7PIzZfCtoOUmc9dery9VFZQnaxDt3vuv9ZLrZdOr8rZalDRxn6XZ+Lrj8UdmEajjqcSnwZ5KMQjtml2/6YicLPBGd/PcoGsmSIVkHRQB1Fsxg3bWTG2DwvI6MjJgqbNti2mesdzbnJt4+KAW3W6OttWOBYomjix0kasfWUqV+Xqcv+UL9CP6UutM4i3b68kCKYx22T2z4fLMO8+lzHl0Hbrtuj4+vC1a+F6PbEtE2XJVqnL+zG+XDzxaDLaCmzHq4K62Y4RF026PoAz7UwPkReWlV89es496udecTmS0XbownVl2pvTH7kcfPxPOZ6DKHLldWRR0zbQGy+uunbhg3I68SyUGdImMfFzedKLE0MGuCzx7XLTa8TrTtWfOSlAV0+T3ReHXZlEPjsyJN+EKrXDRM3XYuPmDwxuHqoi0cXN58PncfNy5tFSDRu2Tx0XXkCUuthWt6xSDS+dFdSqVK2DLq+JiSEL02XcdPdNF86jyFxCcXHgXLZbR97I9iwsTKCDZv5pWQcU8UpNzpqdMpeexwdXRrzC6ZiCLZskM+m2DIIZfl0+0MSQ2p+H1XK1o1ri699Mfbqcq6QvDTAczePjte4eVzRefLQZXziUvRBh08HJYW8e4mPlPqYFqO3abSd2m5fOCQhfHlTpQg3D8+1DleILw2Sl+aTFELlfWEdF0Knu+VccfHlgRBfXCpFOvXRJyFi8hCdxy2nj244RcqUiynDPDy68a7E4OZzdbhCdBi4502hbUkRlg2h8w2Cvm7Y+ChyQBPOqVtnG26iHcufQU4U/aJoPtAwb6zEoK/lfl/XITt1G3zpbWMYbFxZoD8oGToGi4BRvGGzMGtCCp0pmXlTbNZcQzMyb2RhYc6cZ/8B+7UoI/NGsq9IdSxH3LmrSJqgKb0x5NWdd3/R5Zr0zaBgm1xpI9qubq0/HLjjSvdhR38Zxr7w2QwZNAPZsHEb7jrFlTqpW18b6G4iK4Oun4cPdy6j5OFLLyrTNmivbi/DVaWjCvDfkg8Xz+zcot5EcN28b7EIFmx2zFl8w8H0Xvaf/ctPJrXXl6h5aWZLqqTDA3ze3SuW6Mec4c5Ruk597qa5MN0VEoqviqvXJ8zX0bES6MZ6R9sY+Bs2RN8YtAwDw2JnR0dHPGWv6zrmr+Uwp+g21Nme5eCbwbHv9gjJYpRfdRYWeWmxHPCbNUafLdO7Hqx+/Dsqo94+7Pq1Drhh023aZJT97bdYYucj5svrF3ud9PLpcBGx+Xz0o45hh32xkn2wEtH93vV/x6AZ2IZNXYNfL060uLj1heoPlSe4+ccuAFiHK8OI9m1I6qYJncMIxwyPZfyi+6kJv5Yd1/2+JlhfTJ1V/FSHj4tsZB3s0zrq7BgMdfbd4rgwtylIHhhidpjZ7yXVuRyAvkwWjO59m2euP5vmIxS/xHIb57HzEXDbXuSLNvtK21bGTpSh5BHr235QZGvq5lKsD+qk3/W1gdj2rjS/DBrOna7UDcf8MPVvNxaXHwP/SpQb5rkOD4IqdTdpu08345qqs8yF77ORRx12YTrrrKPuNsP2anFBHH99XvtFi8ZNc9MB40J1lqEuPW2D7aKvitpJ3/r8Houui/X56nXrqFJnx764feDzvw/mSy1HdB+W7c8F/PmlHi/dtPHZgzgVj+IQlGV4SWUCerPG+ELV4folRj39UcYvef3ANPYXpQyuDldcQvFF+HzAuDL6CMvSLleYVgXdjzocS2xen91Vbdek6NI2p7S1bpvrIqUN/YT+ivFZil/ZXpYJ1dFWv1QhxU91MYg6Y0D/FklobPQL2KCPmpBd/bSX/kmtk/nLlF0ODPQNG+I63xdmHp3WNL66imzol31uPUV29ZOQHTrelydUTk+EWnxU9UHV8nWQ4pu2MSx2pqLbhXBsO2PHbQjWFVsfiKnLl6eozEoixd8+3PKp+nT/hCSFpeywI7OlYhOjydo+2tuswb8vtQHmUWLx+QSSR14/+NJS+y2GmHqq1FuHzXk66tAfwtefIYmF9sbaHVtHE35wdepzhJuosyMdtx9SxqQeX2WkzbTdvn7TtutVjyGGtRThK0NpEj33reQ5cKC/YRPreJ2PHVdViC8NQvLOfWn9xFefa1MV3AsxL6zPgXveD+pod6iNywH203JrV7+p6r8y5d2x7evHWL2+cjouVs8g4TzXlPQbX53l+gFl9i03b/UwDvVkdfHbF+plnEagT7OfIc7qzsLNQL9xXLt+HET/9hPdbi1tpox9ugzDdbYTurReV3eddRE9Nt1x6hu3iHOlLthmVzrC1N0Hw0g3RvZFX5uDHB+6X7o+Gk4GumEDBjV4q+LaPah2uBNAXXa4FzTPcfSFNTrOZ19IqlC1fFO4bcyTOvD1B3DjQ33X0X50v7EfGVemT5v+Uc6OfOq69okZDUYpBfp7CRaMj6y/GW+P9ZpgwJYM6qKwCtafxWlizFjSlo97Hbjn2ud1+Z/zeJH0G1zfZeaFfgHbytqIMizHo8/nkBh8NpSxqyquvbH2d+STMhZS0DpZRxP1dHR0rFwGvmEDYie2fk+AXAwU3bDbNjHzZlGXXWUXLLr+KvboftBC6mqnS1W9TdnVMVh8/eobnxAfgx4Xbv3dOB0ceb5P7xeMN2yGQGaMTBvZY/TsNcqWjiLmCKCewm0QqgD+4RuJGf9QNAKZM3XPmGr2GoFN0/Y4YmwckVmTZgTHnmQV+ytfNLcEoesRVL0GUsoP6nqLmZsGxaB8okn1SVM2u3rb4JuOYrp+WqJt80vHvnRjdThpxYYNKBpAbRtgekJq0+QEWyD0V7/85quHtrjhEMxTlE+T2r4Y3cyj7dHSZsr0t25XSht9eRmXJ5pQfJvxtSGEbp9PylD1mnbr7dccsRLJ6+sYv+flwVsJ8y/5PhPebJkzgg2R3UZ2mrgdRnA0stA72g0V/CsyN5/pMkaaCk0EeKm5iUA/9GHDZsa0AxtFu3o27TGyy57bDSVs5Iz0NnMWsNHETRsHqOuJLzkV+Fb7t8p1UPZaDlGnvirt6heDtDF0ffpg3jJlXPSbjQy7fkjxS4pNdcE6tZShbDlNHTqGnSp9UDdtsmU5U+TnMn3Qln7Tc2RHizZs2gJukLE3ST2o2zLAibaHbXLbltdON1+egLa1f9hx/ZtCbBnkq2MMo5yWIsrW00bKtEWXKesL9rFv0Z9K2XHWUZ46/J3pyMbPYh/Om+MCfuB3LDu3uxt8cwWbIb03b0bms7/kjSImCzZtLIirAoez0WNmA5mXOSOm7lFsIs2ZBNowY0wzdi3MyejCvDmqgmoY4/rwXSNVzQxRpV9SrmXWs9hvJahia5sY1nbosRkap3ljQrd7mHxQt630XZ6vigiVha3aXree2Dqpp+62D5rY9sfm81GlLPH5f7n1RZP4+sD1ZwxN+DzPjibqG2a6DZsaqWNiqkqdA7wOXd0FNxiK/I70vPGKNJ/oNDfc0X90P8dea901OVyE+gvxWVLv+pzHyZg5nTCJUya8xqSsN7LBhNfKvEzJwsikCU+acKZzxKwAxkyRsTFTpi5608GCMW7eLDHmjU3zIxOmxlUmFnaNZzYuTMnIwmoZmV9lxaaZfDbd2od2Yfem3EZkXXCOq3ueK3MdumWqXMtNtGklon1In8b4VvddlX7sJ22w0+dvF8b70n3nKdKRTlW/+fzf9cXyo87723JkKDZs9IXqXrRtow221TnIq+jSZRFu4uLjeIiVWGhvnvQLX92QInSe1LIhtA/dcKx/Q/VTh5bliG5/lb4AdepaLvjGUUjy8OVPFY2O03lcAehLt29dAaaEzC/MGcGmxog5jsr0zKjMzo7J3MKEzMxMyczcapldWCOz8+tlZn6rzCxsNucmj6lqzghezBodncA/2d5IHXskCyOyMD9mdE8Ze9YYG7YYlWtkTraYejfL3PwGk7ZaFuYmZX7W2Dk9bs7HTPvHjO2wHxvKMAJv5cAnRkbQWvyUcSYdHYTXDXCvJ0rd8Bosg3stU9y0lQLb6us3V3Q+H6F4TUyeYaTN46YtPufYKZJB4LNDi4+UPo/R6YuLJaQzBraB7dGSCu3QshwYmX/pl+AHRsipiHc7rUwnphDbySE78uzTekN1oHzVNhbZn6K/ii9iiamjX8S0pU7/5lHW9036k7rxNZxRPOipcNl2U6cuX5cPgeuPkH+K6tflfDankFIuZK+PIr1Fusq2pw2k+AkU9XFdaJ1F/mV6nh1Im7e/+TJv8k+a8zHZvUvkiSfm5cmn9sjs7CoZG+99JjMmMjo+bxTPyoi5RudHxmXXbpG77xO5+asi37l1t+zdvcqoMvVijwTVmzLJ0Fx8FWv0SZmc+IOccdqkvOmNR8u5Z4zJ5Ji5lxs756dN+tyYMWdM8AWuBZk1Ve+Q0bFdsmXTKtnvgHWyfv2oaRN+sBhf78JbN8Y8U2xhAfdGmBj2TR6p10aZfisir19JSFeefXmE9MXanAdtKKsrtg3El7+o7lh/FqHz111nWf8Bn86YelJsZN6QXpLSDuiCpJZJsTtESp0p5OlNsc9H3bpjfFDVZk2K/e65WzbGdpfYtmjdqe0vYxeo088+8vTDZqYjHGpDSIdbvgwx7Y/RnWfjMLPsNmzq6ijoCenS5OmNsTHP3lSbfWj90MfzMrrz/JGiL09PW4hpT1E76ug/EOMvX10x9pXpC12Gv5uCjRrEQ2fZdlOvLl9Wlw+3raG2F9Wvy/lsTiGlXMheH0V6i3SVbU8bSPETKOrjutA6i/yr01EO565JeANlYWFaFmROxsZWy9zcqDz7nMgdP39abrvtIXn0kVFzfa4zZdfIwpjRNzot87JHxsbHTIkJ2bF7TJ57YZ08+sRGefAPczK9czR7ywb1QHp7PfvsixQNC+ZFvpEdMj72pBx00Jwcc8yIbNu625yb++rcuMztXZDRuTGZWBiXcfyWzejTsjDysBxwwIK8/OXHGDlBNm3C16bmjEkTpg0wBm8QGT+Yo1W/j2FphPwf6ndfvE9HUb8S6sv6NU43cfOHbHYJ6Yy1mfjq0+1J1QdS2oC8bn5db6yusmj9RW0NpftsLNJVhE9nyBe6rjI2hvSWQeuK8YFbty5Txq6U9oMYG/PyVPVdXbqZF/qK2lTVZpeYNiAPwhDmZxzDZYhti9YfW4Y0bVtZ8vS7vg21IaSD+ZHeZPu17pj8mrJ2EV99VXWmMPANm5DD8zoCDgo5SZfTYeTHuVsuT0+eDUSXd/Xn6SahOlA2VD4V164q1KErtv1FhMoWEaO7Ln/VQUw7ffayXKgtrt7YenS+UB1l/FenLh+x7c2rP6SjrI155bRuhCEx9ZS1Zbng9lEeIV+l6EghT29ev/nSsFm6tGEzJXPz47Jrj8idd+2WL9/8oHzpi/fLww+NmsIHGFktC/ih4dFZwcsqsGJ2Gi+5bJb58W2yd3ZSFuZMHb235fb5SpRrcszwQp6FWRkb3SUTk0bGn5XRkedM9LgszBiZzbKMzu6V0bmnZXTyQTno4GfkiiuPluuuOVPOPOMIWbVqQUYXRmTUlBkZyzZs8HaN/f2dhXmjL8YQPyn9HuqzmOssJk8Kri1lx2mRXSn+AYxnudR2u+WLcO1gOTc+ZG+qfZoUW6vUk4Jup7Yvpv0hG0Nl68atp8hnefnL2OyrL09PkX2p9uvzorIklC+2/Xl1+nTH6o0ltp2sNzZ/EdCX1xZdjw6ntr+svW49vnpTdWsd+gNWF1dvqJ6QL8q2OYZU/4eoamOsHU35Yig3bAAc4nOKLufqwGB1v7IRcizKFtlAoIN5Y3WTUB0oGyo/7OS139dHIUK+KyJG93L1vcb1X4w/6ZeivFX8h7Jafx19EbLXF+/Wp89jfORSxn7UA2FZ1qt1ldG7Ekjpo5APy/RzDEV6w32K+0EWggrMkzhfsF+JmjPJ40Ym7W/SPLdD5J7f7pabPv2MfO2rO+V3vxuTuektJn0MvzcsMg4bjEDRhIkYNzKK70xhcwc1ZMn7iCZkIkG6KQP7RkfmjE2zxmD8yW4j86aeBRhu8mDxOPeUWYQ8KMcc87y8+uot8rrXHS8nn7RZ1q0RGRtZkHFj18hC9nWopbdszLVh0kbteTlS+j3UZzHXX93XqLalyhgta3tKnXW3PQbXPpxzTaEJ2ZZncxl/98sH2jaGUXfIZm1XyMYy7S2Dr54Um3TeMja7dRXp8D3spuDqx3nKuhfE5vOB+miDT09Z3UV+01Sxvwrwcx7aLtfGfrRP14FwaO6i/hibdB623zeGtd48QnWWbXMMMe10QRntp9j25RFrR1O+GJmbwxJvcIQcUOSYkPN1OVcHzt1yIccir88G94LPWwjk6Sa+OoBr53Iir/04j217yHdFxOherr7X+HxfhPZLXv4q/kNZrbuOvgjZ6ot364ttcxFF7dC6Q/Vo31RdOC5XUvvI1y9V+jmPIr3hMYI5MQvhlo370NgY4vCWzZws4PtLI+MyZzLNmlvUzl0iv7tX5JavzsiXvzIrv/71lP0xX/u7NNj/oBkIQy+GkjuccKtDPtfkkInIhzSVDpttkyHUxzyze03cA3LisXPy2uu2yXXXrpUTjlsna9fOmPhpk2VExuxv1xij53sbNNBn/4Nu1+B4Qn729U+oz4quZxCTJwVtS5UxWsX22HrrbnsMrm04h7i2hGzLs7mMv/vlA20bw6g7ZLO2K2RjmfaWwVdPik1u3hS7ffUUlUeZkH0xuPpxDknRW6V+wOeYkJ4y+qv6vR+4z28u2i6fjbFtLNs+rV+PCw3OGRdjj6sT+OzTevMI1RlTVhNjuwb6Y8vk2Zhqpya2/ip15LGiNmxIrDN95bsNm+rU1UehskXE6E71fVlb+kWoPTF9odF68vKn+k+Dslp3FV0an72+OLe+2DbHQF1FemLqga66fLOcqNpHTZJnW6gv3XjcsqEHGzb8s9fYvMBXhWaM+nlzT5oz0XunRX53H35QWOSznxX5zV0mbm+mw26YULhZgzDMY3WZ6ixOw3SNzkNdBGlaj61zWibGHpMjDn5Obrj2SHn99Rvk6KNE1q3GRtQekwWZ8Se+8Ts8ZpwjZMc74rFhY2K6DZteKJ2ytqfUWXfbY3DtS+27PJur+Bs04Q+fTYxDfTHtD9lVtb2xuPUU+Qn5m/AlKWo36y5rg6tfn8fqrNJ+XZ+vrU36lvSjDh9or6/NRNvlszGvrKZs+4r6BkA39bt5eB5Kz0PrzSPPrhRSbSMx5YpsTLWVxNpcVn8R5Vc8K5Ci3dmOYlIu0o760H5fiX3QjbuONoEbuiux4DMCCO5Hc3Pz5mgi7eaF0TGCrYwFGRtdkFWrRI44RuSa60Xe9k6Rs841WcZ3m4shy7qPcEMFYYCw75JhOsnL5+bFOcwcf16mpn4vZ522U971jsPl9a9ZJ8cdLbJ2ak7GRmZMFjyQjRvBn/nO2oUq8KfLeR0nuCua1Dmim1OWB2WuwUHgjrdBjT/U22TdRbr71U96XGghdfqgn88W7L+Q/XW2q6NduOOsqfFcRNW68sZvDGXK9tM/Ibo3bAK4ZUMTaveGTZhQ2zR19lEsMbpTfF/WjrYR0w7tl7z8VcYuymrdVXSRkK2+eLe+2DbXSUw9Ib/U4a9hpl99VAbaVqWP8FYNf3oO9yXoGhvHb9iMyBx+z0bMYkZmxOQy/07JnvlxeeRxkW9+W+SmT8/Ir381I7temBIZw+/WmOw0RZsE9bzlaXcyT8jFSKdO5MHR6MGLMQiOjT4hU6sekLNPG5EbXneUXHXZdjl4+7RMTcwu5hmBXb3Nmjk0ZxG8Q4SvRpl746gN9eKbpWg85fVlKC2ks2hc6HJVxnnM+PPlSakzpo66ce2L8XOsnVX8Dar4I6Vu5kV9VdofKuuLr7ttKfqYN2RvKtQTa0Nq2107cQ6BnjrqDPmBZWI2h1LblErT+kPQ1yG0XT4b88pqyrZP68/rR+p38/Ccz6U4hyC/DgNtI8tp3SGYd1Do+kO2hmwsaltdNFXPyOzs7EC9rx0bcjImmNDGiOuYGH1l8E1yqDuvY0JpKXbl6Qd56TH1FOn3Uadf69QVS5k25zGINoRIaVsZu7X+vPLMV1SHz17EoRzLxrQpJk+Z9vpIsauuOmNw7Ymxr07KtLUJG/vp81RSxg55aXtwbfRCJmB19fThK0P2d21kj8zb7ZtJ2SurZffciDzxJ5Hbbxf5ys0z8pMfjckTT43a3/+14NtH0MkNEoSNYBNlMQ+PvbrtUcchjNs0ZNaIwb74Y3SOyS5ZNblDNm14RE47dV5e/7qj5PLLNsgBW0ZkfGxXpmZhXObNcgR/xlvGxm0b0T4e2Uyb17bXhhrnpf7fl7y+9KUV6QtRtpyP1OuOdaeUS60jBZ8vyvrHtTNkt9Zfpq6QXh2fqreONsfUX1RPqG1F+PSW1VUXtKkOO3w63Dbr87y+0Gkh2/J0N02Kv4ry5tmdUo8L9Bb5JM/Psf4sa6PWH6orZBPiES6quyhPXlrIprpI1R+y1aenyC8htK5YHWXrKqL1GzbcKNEbNtoZrmOK9OWhN2XcDSJ3wwb11tEpIR2wnRtVefXkpcW0v0wbUv1ahjpsD+nQ5UI6Yurvhx/KwDZp+9x2lrW9yOeamDp8+hjn2yQFeWXqoMhupsfUmepn3xzEeaCIpv1SRJkx1bR9ZWxyqWJjHfXH6LA5ME5GcL8wi9KRGWP4nH1JZlbGM5kgNoUaAAD/9ElEQVQfk2eeE7njJyKf+7zIrbfNymPPjss8NmnQRCiBmLBtcW8o5m7YAMYTnPd0jRkbxhdeMKb8UQ4+4EV52ctWyetee5RcdNEm2W/rtIzKHpMRf+lqysikzM8Y22VMRvBXq7Bb1KsELkA/ZH2BOLfS5ijyvzs+8sZLlfFQ91j22emrw43Lax8oSq8D16YqvvHZ68bVUV/ILzoeeiGMYz2+smVsIFqfW7+Porp89sXg0xuyTVOl7f2kiv1unjJ+ifWTb60Vs+bQhGwiRemaPLtT9LhAb4xPYnzdBNo2HXZtYBridTgPpofaH9NOt66QrhhQ1q0zRl+MnSFQ1leHtsUNa2LrrmJjHmlX5ABIbXhTjtKgjn7VM8xgsM/NzdmjDnc0C/2tYZwvrU1wzOfZ2Gb7q+AumnDOON+CqqOYfs3VIVh/jFTBLEPwT49RGVmYNBfKpIkakwmZl0nZLWtHp2W/TSIvf5nIm18v8uorR+XgA+ZkZHwu2zPBWzFqmOEqs5s1saZhNcEVhS03Z06fkanxP8qB+z0qr3zFuLz9LUfJxRdulP227jZpL5hMO41MG5mzYxwlzHJJ5npjH1/9guzro1iD6kH3jdtPVfuto5207R7D+7aWlQznA/farPN61HVoqQOfXsgg6NYW7Sd07cfMA+640udlx55rRyosSz1V9cUQaqNrixtuE8tuwwaUKRNLmcFdFtbDwePKsJAtvJfPTWHY/D8o+nWd1IWvXxmnpWP4GIaxWNVGlMdmx8ICZFQW5sfNAJ40N/lxI7MyN/+CTMhe2bpB5NyzRG54zahcdcWInHDcqKxeP4PvLZn8ma6XjHJtmi+MAiY8Ah2Iw5s1Y0/J2jUPy6GHPiVXXrFJ3vjGw+XCCzbJti27jD07TKZdRsx9Yc4UsLcHKLCFcWJBm4reMu03VWxhWd+8EpJBo9vbpn6oizb5Gvh8zDWUlpVEXt/AX8t9jHZ0pMBrgteCe01UuUbcuZLnKTIo3LoHaUsZxv7zf/7P/6UXHgjaYT7n8cZUZoCldgbys4xbXyi+KVJtB7Sf4oujVMFX3tXPPDjCZzwyroiYPEVU0REqW4ddK4Uq/Yz4UFpT16CvPl8c5qQYG0L2L1fa3t5htS/a7t7rMMjNEti8wU/14t/5hVkZMWN31MRNTY3J+vUi2/YfEXz76LnnRZ59dqfJM5kVhCoq8Q11xjEfnx9759ismZp4QI469AW59OJN8trrj5Jzz9os6zfsMdcONmrwPSx8XoQfz8m+DiULvd0e/N/Tn/paflO4faDPeX+LBXkhMfOIzpNSR1lCdfSj7hRce6ral9cXPt1N+0PrR9hXX8w9KJVQu5pqb6zepuovQ5O2aN1uPTH1likDfPmaGF+xxNqdCp8nQ8Su7ZpCtzvWB/202fVfU/1UlZi5vIztg27vsnzDhgzywmsDeYOrzoGXpwt9oIUMeuB3vLRvYqRpYsZFv8ZOqJ6m/OD62pUihvGa6uaBOsnGiOtRbNqMyCoZH1kjYyZ1RHbK2Mi0bN4gctqJIq+5RuTaK0fl+GNHZN363UaNowF7K+46F1W5qwfkmTWZ55+QibH75KjDn5PLX7VJbnj9kXLG6RtkwwZ87wq/WQNWGTEGyHqja62RKTPGx2TU6MVQh7TpzRr3GtTnZcdwTNti8qSgbR2Gaw824iEBRy11E/JzE3UV4dbJseZKvxiEDwjr7md7VxruuKIMikGOt0G2uyzDaPOgGeQYq8LIzMxM3y13nVXkPKTrQRkKu1BvbOfofK5eptV9cYT0xdiMsrq8WyZWB/HZkqcjRn8eobaDVNt9hHSEyun4JtvdFor8VwdFvoINEJ0v1r/a/ry+S2lnih0xemPbUicp7U3JC/rVnlS7YihrexO2hHBtTLMZduJaykIApfHizdjIvImbk4U5vN0ya+InTPxamZEx2Tktcs99Il//1px8+9YF+eUvp+XFF9dkGzXjRnCEIoQBlCOMDRpbgZFZ+GlWxiaelTWrHpVjjn5Brrxss1z9qgPl1BPXyLrVszKKAgsoNGr+771V07M5gw/j2Tn8jvPUfutnfxXhsyW1TfRDnWi7dDhUD+Nj8vraXJa6263hp8Wht7hC7ShrU0hfiv/rQtcZqj+lzlDbivDVEeOnQVLVLygfakue/3WZmPIkxd6yxPRNTJ4YW2P0hID+ojpi/FwG1punU9sW4wvi6qzTbg39R/0pNtZFTNtCeWh/KrhX8D5Rpf6qDMWGjcbniLzOIWU6qSpVOi3GXuiPaTsI6XPL4zzWV1V9muef2PbnEdtmouPdsjhHOqRqu2PoRx1F/qtKjP9dn8e0m5OnT4+vfJl2hmwpoyuPmPYSt263rL6p+AjZHtumFFurUrefXWLb0rQdPrRtrp0x9tg9EWDyLtgT/PUoczDhEZkx42RGFqBnZFLmR/AXpCZkz7TIQ4+KfOs7Ijd/eUZ+8Yt5eeGFKRQ1+ZQA7LNgmOG3ghGH8MxOGRt9Sjasf1xOOlnk1VcdIFe+arsce8iUrFn1gqnfKJo3BfEjNwumgKk7+5vf+8L2op0Mx/aVZhD95sNnB9rj61fddk2Z9heh69DhUF06Xtvqw7W/CnW2nXZRJ4959rppVezRukJ11tleUKaNhBtaseTVESKvva6+MvrLUlc/+wjp1uXcPG4/ptbhlm+CPPs1eTagHMTNU6fdebZp6vZVTB9o20J2xtgVyhPbdh/Umaejin6X1HbqukNlU+c0op85UE+RbTG2l2Fkenq6Pg9H4nZqaie7zgg5R+stW4funKp2plJUH/THtB2EdFWxMdUfLnl1x+gusj22zT49Pv8hH/NWbXsMTddR5L+qxPhfh5E/ps3Io/sCMOwrr/OlEGNLVdw6UmxlWZRBGJJXvmwa6Yc/SIofqpDXpn7Z4KJtcu2L6qd5U8bkQ1Zs2EBGbTkzRmTe/rU+fO0Jcdi4WRgZN+cTsnNG5I8Pi9z2fZEvf2VWbr1tTnY/bYpNTGWbNAQvx2Ddg284Yc9lfLfI9P2yevXDcv656+S6646SSy7eIocePCIbJmZMFvwlKFPHPL4Ghd+swYbNmBETdEBzrak2nLW97LgbVP9pXBvQlqL2+MqUAXp0WZ7j6NZBQnXp+LIbw2Uo0/aY+mP16rYWtTuEz548G8u0ORXUz3pCtiAdotPzbMtrU4gUfWX0lyHPphiK7Cxqsy+dcUiP8YOrQ5dvCq27qI0hUA7i5qnT7jzbNHX7KqYPtG0hO2Ps8uWJbXdV6qontZ263lD7y9qGcq7OPPtibC9D+t1nGQMnU/S5G+4X/a6vbrDAgfio2raY8nXlAYPoiybrLNLNyc2VFFLtR/6YMnn5fPFl2xBjS1V0Han1IT/L6LCPVN0rhZBfhtFfizabw4j9HZpsrNt48z82Z+ZlXBZGp8xxSuYWxmV0ZEzGTfyY7JVV43vlkANFLr1I5K1vGZdLLx6TbQfgu057l74WhRXDPn8CfLeJ+6Ns2PKQnH+ByBveeKi85tXb5chDxqy+BfsazoTJO2mk93ZNb9kBlVAB4VUJU1Ov0xB16KgK26IllTJj0S3D8zK6tM2h+3ldVPVVnbCteeuYIsr4u1/E2BYaRy79aGc/xsWgx1yT9bd5LGqGxc62Mij/uddmlXmzKrRFSxXaMiaH8g0b4HOgG5eqN6ZTUnSW6eS6bI71cRkbQYydyANxP5VCnUX1xuj36dDlQjp0ubLtB1p/SE9MO4jWkVKuCVA/Jlv308Uq/vLh01em7Sm+S2mDq6vu9qe2lfWjnGtLGb+RmHZV0Z9K3X4eJrSfXZ9rv/h9xMUJy2V5TKyNMbOx4ItR8/NZvqnxEbt9siB7ZM7I7PwamZ2bkh07RX78M5FP3zQr3/rm8/LkU5Mm03q794IpwS7D5mdFxh+UzVsflAvOH5M3vv5YOf/srXLIfqNGJzZq5sxxzPy3ypQ1duDPd8OeMWODOeilXC8Fhpjjvm2uOu7aNJZi2lKnvazP1Rmqw2efjgvp01SxP8Y/RaTUn1cfHzagj/mq3ANjy/lsKtMmbXcZm/N8UxdFdYTsLtOeIupqb5FtKfVQly5TR1824T9N2X5dztAneW3Xfgv5sMxbfqSoX6rg6sY5xGdvTP+njpGYtsXkQb3Ix/k/5O88+1Jtj6V8z3cUEjM4XNDRTXV2v0E7yl6sw0SoPWX6v03odvWrz/rhs5Q60G4tdaN1unVpcQnF+eLrYNjH8nIhph+WhgDz9iJwMJKdmbFibv9zcyMybwTv2OAvSI2N7papiRnZtEnkvHNF3vrmcXnNdWtl/+3Picw8LrJ7r100jI7slfGpP8q2rX+QV168Rt7ypuPkogs2y/ZtSM9+2FiMxuyvQU2Y6vC1q1FrEfZufK1oaoit5LFb95xAfU3NM3Wh7XQlFm7OQBhOheXLlC2Lrq9K3SyrZbnSxjmiLn/72tZke1fyfNsP2upfd7ziPLTZ0Wbo3zbOdyN79+7te++7A67MAPQNDpdUvTEdVMfFEjsQ6qhL49NXZlCijKsrT7ebVqbOspRtc0we6vb5YzkwyH5LwbUrpS/a0CY9jvJAvhh72zQWy46hNvTLoNA+C/Wl65+lc+TPRBdlbAbesBm16fjm1CgSxmZkZGy3zMucyYetm9UyvzBh37S59x6Rj33sRfnq156TP9w/JyOjq2V8w3Oy/0GPy2WXbpKrrz5Qzj59rWzetFsmTPlx8+/oKP6M1LipacJUjI0b88Bn6rHv+cBW8z+qJbAediB935Zl1DGm2zKmitpSp53QVXQNxvhW59HlfWWr2B9jSxGp9YfqpO+oT4djKeuLOvwQS13+KkORrpBtZfzaL58W2VbVjpi293P8lKGuMVdmHAwStCNks9vGmDbX5cc6YR20zVdnjN1NtK3u9jfRjjwGsmGjgQNTneg6IOSQqnp91NHhqR1Y9yCrQl2+bjtt6qNUW1IY5n5L8UuonU36dlC0qU9dW0L+Xo79UBbXZ77+dP21dI68S/l12SyUbYjM4zUXfC+Jr7uMzIqM4q9HTcvC6LzMy5jJt8okTcnuXSJ33iXyhZt3yxc+/6A8+ujzcvixc3Lppevk9a8/Rk48ZpWsXvOCjI/sMTIho7LWlDXljU0LRj9MsGETm30BC+f2kGHTjSDoaSvJS4thWMdY03ZX9etKYlBjqMk+Sm1TG8ZLmX5o2u4Um1JtGcY+AnVdLzHtqauuQeG2MdRm3c4q44LhNvqtjE0xYySEryxtyNMbY2ed/u02bBQxjk3V6SO1A+uosy7q8nXbaVMfpdqSwjD3W4pfQu1s0reDok196toS8vdy7IeyuD7z9afrr6Vz5PX3f6ant2GDvySFDRT7I8CImTUpRkamRcbwt6Qg2abN3NykvLhT5Pf3i3zu80/LnXc9IKeetk6uvOpAOeXkdbJu9R6j9kX7Xs74yGpTZq05N3pHsnu7rdec4vdzsEk0MjIq9s+Mg56p9tT842urpig9j2EdY03bXcWnK5FBjKMm+yi1PW0YL2X6oGm7U2xKtWUY+wjUda3EtKeuugaF28ZQm3U7y7YZuvHXIst+1dMH9NQ17srYVKXuIl/H9EWIuvwLug0bRYxjU3X6SO3AOuqsi7p83Xba1EeptqQwzP2W4pdQO5v07aBoU5+6toT8vRz7IRb6iD5wfebrT9dfS+fI+9L8AHrwnov93+rEGy8shy0a/EWoeSML6keBR2VuZkRmF1bJ7j0jct/9c/Lk0y/K/vuPyKGHjcr69fMyibdz7FehsMGzWubnxo09o2YxiAXcnBGj25yjPmzk4C2bxQ0bDZI9bXWJyRNiGMdZ0zZX8edKZBBjqMk+Sm1PG8ZLmT5o2u4Um1JtGcY+AnVdK037qw24bQy1WbetbDuhGz+qi/J1+Yp66hh7rq4YG6vUG+NrX54Yu2LyxDKyZ8+e6t6tAJyQ6mjXASGHVNXrI1Wnj9QOrKPOuqjL122nTX2UaksKw9xvKX4JtbNJ3w6KNvWpa0vI38uxH2Khj+gD12e+/nT9tXSOvC/ND6BnsZTOgjA2agR/aLtngznMod4FfD0KaWMyv4DNm3GZmx+V8fFpGZ3YJSOjeG8GWzBjRqZMyKQbNTAnMwllbQVGsGmTbdxktSh6Eb62+ojN5zKM46xpm8v6ciUyqPHTZB+ltqkN46VMPzRtd4pNqbYMYx+Buq6Xpv3VBtw2htqs21ZlXDBcl6+0ntT+cqGuFBur1hmDW0eMXXX5F2D11Hr457WI6zR9ntdpRfnyynZ0hOjGTUfH8qPf13XT9dmFgys2ITvYHwe2PxA8LiML4zLa+7HgMZNvfHRWJsd2y9rVL8qGtS/ImqldMmlWD3irZlQmTS58FWpSsH2j/zIE6txXetVSAI8J2LZ0dAwxsdd7t75Ihz7rfDf8+Pqy69fq8J6cytK9fF/RuOfDCtuB8QYZdLta8YaNPvrAho3758FSHRfSH9ITis+zM5a6bG8S10bY0A+7U+twqavOQfg8RFWf5JHaziZtyUOPPx1OgW1FWR1ebqT2aZO4toT83bZ+aLMPgeuvpXPkjbB9MUsvsPjjw0t68HWm7M0bXG94+2bpHJ/1LEj2l6CyP9+Nr0PZL1zZ/Zfsa1DI2fuwxSRk6UhlHUsw1jcOQn1Rpo/aNs5iaNrmNo31VJryTcgnddXXJp+XaRPsjylXRzt1PTH1+upkmVi7UyijM9UvTetvirrsDsWH9Nfdx/3A10bEsS06TOryryak01e/S4x+kGJ3TL2AdTOvLhdrV4hQ+Ri7UtpaRGvesMlrVJ0N7ihHP/qgjjpSdXRjazjQ/VS2z1COZXW4o2OQYDFQdUFRGVwL+J0Ze4TwgP/w5g3+PPeUybh6UfCDxPiz3fYvQpn/QPavwXNtZS3Evz7p6Eijyfm7uzfk0y//uPVUrbcJu7uxMjgGft9sGD226hhn0EHxkVdHHfWDuvRoOA607ibqGTQju3fvHuiIdy+4mAuwTEeE9IZ0heLrmCBS7a+jzlTqGOypdtdRJ0ipt8l+rou6/OJjUH3U0RxtGruuLaHx07Zx1U8fsq6UucjNu3SOvKm2m7J4HWYf5k0cf9NGpaEee+rEOyz0bJin7SPKJo952caQfyEZ6osyfdS2cRZD0zb3c6zXySD8UledbfJ5k36s2s4ytjXZb3WR6pcU+4d5bIVsL2qTW0/b+juGMv1Wtp2huqr6LaYNZccEyqWOg7rQ9epwTH112tSaN2xIUeOa6pCOjo6OsmASj5GODk1dY6LaGDP3VNxW97m1MoKCpQLEhBf/FHgAYwI3YBbLL24IIdEjHR1DQDeHdwwCPb8XyUpkpbZ7JdH1cQs3bEBoU6bbrOkooruoOzo62k7zi+uQbh3f20zRLJ4iwI2ZTBYWw/Hsm7ubmzs6Ojo66qdfa3/eu10ZJrpn6eGkdV+J0ui0KgMsr466Bm7KBYs6IU1d5Km2+AjFN2UzqKMvytin+0KHm2prHe2sSko7XXubtD/W52VsSOnPPP11j4uYttRdZ91U7bdB9qePpv1dp/592wa9L9W9lAdpCFNoi9aRMaJszDZrzNEc9s3JPJkOm9ZThwMl+3ffv/aowR8G75WOoqz/yoyzQQObmx6PHfHUMZek9GfTY7aO9rjoMRub30eZtvvqa9qHqaT0/zBT19hK8dcg+7pK3WXGREp9Mfpj9NUxdvPqcfXH1kedVfoghLZBh2PqqtOekV27dlX3fk34OgZxVRuc1+F1ODNPv48mBhSpy5ZQfKr+FNrkl2FtZyox7XTtbcr+usauj7p0NzUu8trS5Fisi1gbQ+0sM6aaHC+plOkjlNE2VennJT3Q4dOTfUiwL9l5sF4d3SuKKFdLhkpxgpmapZAPbNbEbtgU+Smvn920Kj6vQp6NPgZl50omtY9IqK8Q7/uLpzGUtSWGJsdiSl6fHWXa7auzSf+VIcUvw0xdYyvVX4Ps7yp1V71eQtSpt46xG6pD60Y4Zb7UOqv0gQ/XLhJTT522tPIrUZq6Hd/R0dFRN5jEY6Sjg7j3tir3uqUxhjPocQX44nLwZA2X8mdicW7I5P0XQ5VryOffbn3R0U+68dZRhqX5PU46Bkc//J8yj6Ta06bx082X+9KqDRt0Tl2icc+LGPYJD7uSRTBPSlvLXPiukFC4Dnz1pcByMX5MwfV5io1u3thyGupwy8KuPGF+Xb5Ooe5Y3LwpZYlPh44roxO+CpGXNuzQV3rMuO3leRm/DiNl2lllzGmfZ2pwz3PlpfSjP5YsCP8XA2z1jSvtA+C2iefuESBMaQq3Pk2oXrdMKF9byGsH04ahHT7qtLmqrqo+1GUZTtEXk9fN416zKaTYNmzEto35ONdRdJwbbgv96L+V1u6U51nXDpz7xMWXh1IHPr0Ql9RndxLS1y/K2l1E69+wKUtTDhsGYtq+kv0TS90+aqvPYVeedMSR56uV4Ec9Ztz2roT2DwL61efz5YhvXGkfdHS0mZU4Rrvrsh4411F0nBteSbS13U1sGKS0060/z55Bb3A0RVNt8m0Qun3TxLgc2blz5/LrJQU7LNRxdTk0ZWDU3Yma1AEasiUU39QFANrkl2FtZyox7XTtbcr+usZuiBT9Id0hHbG6Q3rz2pLql0HQZPtDpPqlTB2x1NVHdehJ9XHbx1dd/dym9qeOxbb30XIktY9IqK+q9GFZW2JocizG5g3ZUKbdvjqb9F8ZUsdCSv42tbWusZXqr2H1QV47q+iJ9V+b/FZXn9fRJm0LwhDo1boZZloTrPgNG4DdMvywURUn5+l3aaozQYodIGRLKD5Pf1HdRe2uyy+uHdAb45dU39VFTLvn5ubssco4DbWv6HVS90e/YupHXXX1J6H9Ib159bltd3XRv2NjY/YY0hXyYSjepQ7b24a2j2Mp9ENxZdofItUvZeqIJc8WN62JvtZ+T/Vxap2+/IPyrY/U9tN3TbbBJbWusuOiDdD2OtZZgyDWXreP6u6zkB1l6wnpK2pvqD43HnpibYv1McnL76szVX/TpPRZSl7Qpram2hJq6zD7wEfIvrx2prTJ1RPrvzb5LbXPNboddbRJ26LDdddTxMiLL75Y3istJ+RkFy7YxsfH7RF56fy8csuV2IFXxjfQ7StX52B39efpbmv/apthI+2s00+kyAdN1OnDbXMqZfqZZdyHttQ2x9qbqrdpyvg5D+pLaWdZn6Ta3i/f1+3TGHx+j23vIOxtmpS+1u0vKleXr1LHYtV6U+uLIc8m1qfzIFxkRx126jpD+lL8GWtTis4y+HzaBEXtbbr+GOoYJ22kKd8Oo7/aMM5SgI9TbPb1SVH52H509ZTRq+Pa1BcxtmjbY32WR2qdTbFiN2z4aQ9AGpwd+lS4o6Ojo6Ojo6OjHFxndXR0dDQB5pi2zDN85qzblhh99AFtADqsCenT8aGygyDGFm17jL+KSK2zKVb8Gzbaybt375Zdu3bJzMzM4ts22NhhHq0DcTzHMaR/EKQMnDrtdv3DI+K1v5oir92DrNslzxath35jnHvOsYl4nebTr8tpfHnz8OkIkaKbbRgEqBebtfg6FML8elQKsban+K9f1GkTdLEvEea5DvPcBfE+fHlBKH+IkJ4UQnU2YYvOo8Ooi/W5elw7iuxK9UlIX6qeVHz18us1IV/EQh2YT3U9Pn2Ic+v02ZYH9caWZX6NLuezxRfWZYgvrg6wfkK9mEt5n4LoD8l8IE9doF6IBvXqOqrYkZdH1+PWGYNbHkxMTNjj7OzsS9KADvtItSGEW0+e3iKbylJXW4DW5bMX6czDOcKtv4w9obpc3HwxPo3Ro0H+GL1tA/MJ7wOTk5MyNTVlr5My/VEnRb4M2Rcq5+bnuS+/zlulT+vSE6LI9hAxtmg9ZduRWi7G9qp0X4ky4ILHJs1vfvMb+dnPfibGJ7JmzZrFDijqiNh6QD86tU7c9sS0j3no1z179tjwqlWrFh+KQxTp17i+zPNtqB119UeKnlAbi9rO31fZu3ev9SkWxfAp/Ywj88TiLmjzQBtT21nUJoJ8WjfCLBuqM1Y3yLMberAI5kIYN3z4ErBcXbb4yjPOl0a9Pv0hW/oNbKMtfDgDeFibnp62fsU4xWIK6PwaX1uRL9ROn0/yCOmJgTb76tR26zx59cXYovMgDIEvd+7caePWrVtnr3fEAYxZ+FyX89mrod5YoM+nM1WPjzxb8+pkWmr9KAef4YgPauBHLPp5/cfqy7PbB/Vq2/PIswPlqUPrc8MEce55WbQuXPf0GeI5f+7YscMeMVbpaxxDm+LatiqgniptI7qNLnXZ6kPXS9/iWsd9H2MV937Mp/xgsWloj/Yr7cvzA/MC3SYdHwvrZzi23iKoy7UVIB7zAu5j6APMD4x363fP82wIpbl6kU/bos9BSI8PN6+ux7W9bbDttJNtwTk30Y466ig588wzZfPmzcnXRaj9Kf4lsWV8deaVdfPj3M2Pc8Qzb4wtPjvyiG1fHq4Off8oIrVNOpxie6pf+sGIuaFW937D+Jyc2rF5HYWBgofgm2++WW666Sa7YXPkkUfaOiC4UYbqg97Ujk3Nn0qdg9LVFdKt9TAPLsJnnnlGHn/8cVm7dq0ceuihsnr1ansDZB6U0+FYfHaEyrMOiJvHpyeVFLtBqM5QPPyIMQhBnieffFIeffRR+xB8+OGH2yMf2pBHQ530gUuoTh9sp9YVCpMY/bq8j1B8jG6idfhsfu6556xPcaM/+OCDFzfCmIf5XD2krC3UqeNckMetu05SbPfB8rAPY5V2YmMBPsUDxkEHHST77befTUN++pZtA0zjOUAc46nXly8Gli8D62edPLpx+jyvvhhbmId64TP48uGHH7YPbphPN27cuPjwy7p5jCHGDhefbujx6QrZkZIXhOqsAnTCpxizDz30kJ0Dtm3bJtu3b198MAOoh/Xn2ZgC/RWjj3k12p4iHW5ZoOOqtEm3Ab7EOfwJwfUPv8KXRxxxhL33Ix7wfuXis7UM0ENdOuwSitd+RR6GcdRlGK8J6SwD6+bx6aeflj/+8Y/2PoXrf9OmTYs2aDtj0Pl1HRodx7A+51GX12U0TGO4CtATqicUH8LVhTDHMOIwLzz22GN2DYu1gd600bg68mwIpaGc1ot8rk5dNqQnBK8/3n+JrrONuPah3YzDeviFF16Q888/X9785jfbtQbfRouhqO2sK8bXqf2RSqytzKf9pMOAthbp9BHSFYubn/pibImpS+spa2eMLf2m27AxYPLChg02a770pS/Jli1b5KKLLrJ1UOqk6YFQNChRP/Lo9oV8jHimhfIBbhTwhoBzPEj8/Oc/lzvvvNNuLGBCxZtL+LQC+bjAoy3uZgMJ1cm6iuCi3EXH++qgXRDm9elBegi2zw37QB0Q5EE9zI8wFmhIw0L3/vvvlx//+Md2U+Gyyy6zDxnwKaHdLjpOh5GfgnjW22/cOrU9PvJs1OWYD/4jfBOBY+7BBx+U2267zd7oL7zwQjnggAMW+xq+Rz6eoxxtI0iDsA4dbgra0w90e912hezAQur222+Xp556Ss4++2w59dRTX6IDZdk/2p+uf+vwpdZXhM7rtq+q32Pa4taBMhC8sfDTn/7UboSdcsopcuKJJ1pbkR9H6qZP6ybFh8BnR0hHnl9YRo+Lqv0AoAs6v/Od78jvfvc769PTTz998W0wF92eVF9oqpTVQE+RH1hXU2MCYH6kfvr0gQcekB/84Aeyfv16ueSSS2Tr1q32TVDYi3Tm07h+YT49rnV73HOG9VhiOHW8QJ8L41AP63ehDXkgD+zSNmmbqZ9hgHsW7lPf//73bRzWqHirAPEQny3EZ5MvLkRZH4ZA3b76fW0I+TlESruI9j1AOymYF37yk5/YNQF8jrfFfP7W9VJfyJZQe9z8zJeqpwyxfkupsy77tG0cg9T929/+1j5jnHTSSfL2t79dDjnkkFo3bDRF7amzP/IosjmlTXUR0/aiPDF2x9Sj9eiwLuvqcesehA+LWDEbNiDU0Zhc8Ynlpz/9abtww4Ltda97nV2EsJ6iG1VId5upc0DyBkU/wHfYBPva175mNxewEL7++uvtzQ7xAGUgKANbWJZHxvHcJRTvonVrfHUS7RuE3fbFkpJf14HxhnMsDBiGIHzHHXfIV77yFdmwYYP9RAGf+mAhDDu13RropC2sByDMNIpOHyS0N9SmUDygL+Av6HHz6rZCcNP/zGc+Y8M33HCDHH/88bYshLpoz0rG7RP6lmOGfgV/+MMf5Itf/KI88sgjcuWVV8orX/lKm8/XF4D+BtrfWn8V3HqLYH6OAdpTFejKswX1sE6C+RSf7OKT3q9+9av2Yfjcc8+1PsWbC9iw1f6qSqitqbp9ekI6EA9xyzDeBT4K2RkL9GIT/JOf/KTdCMNm7XXXXWc/WMDcq8cdx6YG/QJgB9JjxqlPT1lQH/Ux7IsDrq9w7vMrQFqqb6kP4xS+w30fby3jzbo3velN9pNv/WGNtg34bPHZwHzaRsTpsEbnTyE1fyraZqDt1mkYY9hAxDjFB2C4T4HXv/71csYZZ9h45NXlWdatQ6PzF4G+AtAV0pcC6ta2MVyHbpCqx+cLxMH3eCbAnHvYYYfJG9/4RvsGHnzuXlfwEcogXsfVgc++QZFiS6gfoCNFD/Nq3+IIwbz93e9+126oYT2MN89SNmxSCbXJR0reVFz/pfizn+j+4jXjXhexbdH+zPOtLq/D2haXUJk2saI2bIAbBz0QvGqORdsPf/hDOe+88+yGjf4eJMrpxcVyoa6BqW/oAOdYnN1yyy32EyEsLOBTbNjw4QJ59IXLsjzCNjcOMF5f/Cl9o/Mz7OqnEPc8BuikXpTVdRDGa904h020DYJ0LB4Qxqc9eBDG69Bvectb7EKCefJAHqB9zjKsk+g8g8Jnryavvbpdrt+Rpn0Mufvuu+31Dx/jpo83F7hZhvwss9Lx+YD+AUzHEZ8Gf/azn7Vvg1xzzTVy6aWXLuZ18wOE4XOAPinq/1RYZyw+G4F7HgN0sZzbfm0X87ibBRiXeBDG10u/8IUv2A2bCy64wL5hx4c5V1cVoIvXB9DhlDrYHpcUHaG80E39yKPDKcDXH/nIR+y8ijdB8MECNmzca9/XFp2eQmp+Hynt9NmP85COMvZxjOBhCWGspTBW8SD1tre9zR4xTuFvjGfkRb4YtD20GXEsr3UhrPuE4VR/9RP6zmcj4rAWRR5s2OCDReR9wxveYD9cxIc1wG23i45HGPlj0XbV4Rvo07bm2Z1KFT3aDvgHfv/6179u37zH20wYx3ijGWOY9yqAMhjTwB3T0OMbp7Gwn5ryV5PAzhBF7WGc1sE8Oi82hr/5zW/ab0bgmsDb/E1u2ICQXT5Cabo8ydPjosv7dLUFtglHhl17i86J9k+er0K+0ba4hMq0ibH/9J/+03/phVtLXsfkESqn49kx2ETAjw7j+8H4JOjYY4+18ZhcIZygUZbnDA+z1N0G+AVH6EUYr5PCp1isHXPMMfYGyE8nkIf5WF6fA52m8+gwzxmOEbdsSJdOoz2Md21DPNMZ1mk6rxsfSocA6sTNG28s3HffffYrUSeccIJ95RyLBY5l5PPBeD0Z0UbEaRkEsIPt9Nmagtajfck6cASMw28D4C0b+PHkk0+2r+/DNxCi+1PLSoL9ovH5Gef4Xjmuf3yNB/MpfseC5VlGw3P2eZWxSBu0ADcuVkJ9HyvQocNaL9N47isD4Av8vto999wjzz//vH2AwKeJLEN/UXcVcev3xcVIqP9S/BlTp8/WGAHIf9ddd9nNMCz2+ft1vE/BVoS52eATV2+epOYPSZ49WnQZ99wn8Ack1HcxQA82an//+9/b+xO+roBNMNis0fWFxLUZce454xjWeXQa44pE62lCfPXpo5vGvsYYvffee+06Cvd+3KeQhjyA1z9w9ekw02OFZWPGT56gPHTRRurT4apC/alC31EHjojD5jjmXPyY7Wmnnbb4W0zIA1ie4sa5dulwrLCM1sVwmyXPzqL2MA7HUDrWw3jrFD8TgA8uMM/gg0xucvUT2FOVWB2cm1PnaPrSJ01Rp26tq4xelmmyvU3S/1FdE1Ucrgc79eACdwc/0hDHfDrdzTusoF0pEgJpPv/Ar5w8tQ6kuz70lWG/MI7nQOtgOEZ0fqLTGe/ay5sEj67odCw+NIj3wXh9dOM0rp06r64f4KgFaUynaKiT6HAMzK/16LqKBNBG4tqrhXnzxJfPBXkAP/WF7Tof00OwDqDrYLgO0foYxhirKtQZKwDtpfAcunjO/ocv8WAB4Xhw60YZ6nVhGcD6XNFpOqxtpjAtVdg2CPSUQZfT9oTOeaTwHGi/APqbYeSjLkDb84T5Bo2vvYzzCdFhQJ8UCdH3FreOGHH9mSe+8mXFp0/HMZxCan7AtrE+XDOAbx3wnP7V+YsE+bX44vIkNT9lEOhxyTBsYRswRuFTfa8ibjmm40iYBnRb+y0AbSI67IN2NylEhwFt8+XTcW77AMLsO6DDsTC/q3fYoS8gOgwYB3DkPVjn0eg4X/og0eNEjxcfvrw+Yd46acpvru2UjnSGdsOmKhwwepBiUkA8b4i8Keqb5EoV7QM8gPHIsE+YBp+yfMiX9HOs+HTUIaM94aSCMOJ5ngLbnSK0Q5dl3YinXt7MmIaxS8GY5rFI8ihKd2F+6tY3WFeKYLsgQJfJK0+/EJbnESBMv2qo143XIM0ngyLGl3m4/oohr906DeMVc4D2NewtUyfQuik6nuGmQXuqQpt9QnSYcE4A8CPC8LP2sYvWHRLmK8ItVyQhfHkhbB/DbroW5vWJL79PaIt7HdGnPr36XOdLQeuIEQ3PaQvbQtFxOi/PYwR5y8ByPMKvvBfRhmGB9jYhPp9DdLrODxCH8QZhPM85DhFHXVp0PubFUedn2BdHYVnEl5EqZZsWgjDbizDHLv3lwjjOIe5cstygb2IEvvFJneg5ZpD42gkZJgbhQ9dXTfrMrYvoeDetTaStMlpEXU6lHneg8hxHLexQN76tom3FAj9PmMdXlr7gkX6AEKYDnYcwrOMA68eky6MWpmuBfl98GYEuygilZzvCOh/jwWKe3rmLrkOLrk8L0WHAc5QFPMcNEd/VxbGovJtOgU74GK9VU1z/l5VQW/OgP2Py059a3HiU1/1E3To/FmKAdhNtg26Pax/OmZ/ocB00qZu+iBXUT8E5cX0Lod8oGp0H4rbLd+4KyrthH3oRmSJoE45crLONDFNSoI6QaH0Ms236HNcq43GE6PHLOK07JK6eEG65IqE+V3x56xJffSFhm1x0GtPdfOgL3Zc8b1rK1EUbU8T1lSv62iYIu3oI7CCMd/P6xG0L9eDoXqe8VnnUwvRY8dnStNCX9Cv9yTjCOKLLa2EfEcYzP30JtF8Jw8wPATpPGbS+GKHdVUWP2SJBGzFuCNuMNNhEXTjiHLhHlKG458MqaFtVCQH9+khfh4DvXVi2zbTZxqI+qgv4gEL65RddN2UYGGXntFlA3nkVoS5ODJyA9UTMeMbp+LYLbaX9bjrTeNSiHwgofKD3PdwjrxvGkeDcVx/LQFydIaGOqhLSY/6x4kurKmVsp690HNFxWvLSKNTbhPjqKyt6QkXYlydPQvb49BXZjvGXd95PAb74fovPDu1HotO15Pm8jH9BEzdhX10Q2J8iPh0Upofy63jOw3re1HnLilvnsIr2lU/oLxddlmEeUYZp9DvSVoKw3RCc0xduPi3EzZfit0HgsyNVtL9iBWNKn8NPeswRtx76050T9LkuU0Voiy/ejdNSlN6k0GafaP9CkJ8+xn2EQl30NfPmSR349A6zaD/zXKdTiC8NwjRusPJ8GIT40oqkTLmYsdq0+PDlKyMhfHkhGl96G2Vo37CpCwxioJ1CmljwDzujI6Nibl02bP1lQ4aer3hj8xETj4m3n/gsQtyIaZjf2nYA33ORwXHLMNMZzgO+h8/ZBzhS8OkSj2Nj+MTSiMk7NmrOlWRfIxtdFDcfxgyE56wrBbeddcG28lNVUKf+ZNBlWogbz7SIPm4L7Pcy/V8GPf7Rp7heKPNYcJs4HF2x6QtLi3gckXeQuD7zjVG2d6Djd0iJmStd9FxUprwppSSASVqYL6N7+VDOtyHobzi2QIYM37yKuH7Ntysd7WuGO9+XB+uxlLfjmLfzecdyZcVv2ITARa8XCqFJALGu5JNewodPCyWErw1sI446rGGaFZxn0RY+yFjdPUGYdemyWNzi6ML8EKTr85DUAbRYfQw70hRl7C/Tbvo9D+r1Cfsi0wN97HuMA/yXhVSCZanO7Eh9GSpjJNSX2bFvOFZC0DZto3sEOt0HxnYtsoBrZEkYr+MotAbHsGWDhfaTPB/2m5eOi6Vz30My/dwvf+txyHA2FsLjGbTJx4D+0rKEP7YtpPhSzzdFkl0XOFKWrnUtyAvMCFD/Dc5rrj/aNtbSgG/zr6UM5ovJuy98iIwV34MofEwJgTSOFeLTUxfQNerRp+tASAuo04YyhOpHPKUqg2wjaqa46LQlWfqv32g/+XzmpheJvlY6Xkrnl+FnaDZsmhpsWq++2N2bn0aXwaMIvkUJQRiSf1vnjT8uNzGW9UIZWgNkzkTEa1uCC8hMsgWiKxo+LL4E5lPZfXpcfYMEliz6r3fEHx2dNf07Y9yNuAU1JtoGF2KEdrr24jxWiNt3mWTx84vnS+NFOxOnGI+z5oFjzkTMmUR7nJ8zgkztQrcb/sTCmXH0seufJoErKQQ+5zjVgvGJeJ23TSyOjx5lfFin300v2v9gEba8IHO947y5HS5tgy1h6zfCPqFo3AevPNHXbB70G9sf8oNOp1SlDh2kNy3sI0ugjYhxPdpfYtuLfHo+YLgxjGpc+WbmNP8ilM0DWnzjMRvl2X8dPegoK7iecb1n17wr+/oT1yslzZ8cJ7HC+VJLKiiDzT5Xd+14dNq6YbcJz5mjFRPmOF3aB19+41L3mZZ+Yn3cO7og3l0/YD7hf/3EHZsUDcbw4huxJuwKfYtyCOu4OmD/VZGm8dWZJyn4yvukLD5dlKbw1VWX9IOh+A2bJgXwqCcOnYcTBs91GA+js2aesWLC8+YIbXYyNIGlh9tMRsxD7ujCrMnEx9hZIyaMTRAnb/ZAjLqRf1ZGTb2jUGr+n1sYlRmzgJg29WCDYWF0JNtssGXMzRoyl5XBD+eaSKvTPvj15KV1UZjHTIz7hI0tsBtiHr5NINM9Z2w39RhH2XjtL7BvPZk/IW58Hm7esmL+MZIdsKmwYBbc6LsZU8e0Oe41ibtNj+w14WmTNm2aNYvONHlHIdaf6KusfRA9HqpIyC8+Ae4NjpsLvvwQH758+QJXqP96fjBB4xcMftQ/mm3YGPtmR3B9zJlxacYEvmdmxinKYeOGOrUv+y3wN77bT7/n4ZZtSpauuewcvjWdba/xOTtWF+x4heCanzNpZkT28sOXELSHYS2M37fOJgTXBeA5wzy6wvHvSvj60u3JBGPJipkzFzBv9o6Yl6AHMmfm0FmTZQ7zp7le9hr/7TUPENNm8p7vjV880JnMplxWZtbMcbPGdIjdHHdsYVtjCLfHL9bmnh/cshqe6/RiQX4UsgWtIB7tw8NW1k60l+1+aX5XRkympXsO/GzmUiuYD3oPyCY+a4tpF++Dtg/3tSsTxmXSi9wnLlbyfA/y0iEhfHmLZbEpPcniaQOOs2bszpv5cwHzqPHTjBF7n7eS3fNNqpkfTMDksf+ZsphfMc4hme48ycrESJF/XEF+4EvrqyzaDVvMGITIhBmP42YOGDPXP9ZSZi1gBJs42MxZwKZOL++CjJkwBHMD04rbhXtLjOD65tEVPR4AjhTWo8MU6MMROhiuLujMrO1Ya2bXLOZgrAfxV1btrcpOn9n9qrcuNWLXWybB+r53NDNFVgAC1b16zD+Lsm/9/RP6W5/rdC15af0UO28br0IQNgPfDBgzrszzw5yZH+bM8J2xcwnnENOHI8Z2E6fnX/OPR4wuladpgU8p7jXBMc0w8/Do0zcIgT2++OUkZdpY1S8sn9LXy6Ev8JFBa3GNJW58SGLQ+Rjmpg0IdbL5xx6zydHkMfkzQameTqsj04N/8cA/ZsqMmUlvzJRhvl7ubM2VBQ0m1kyijMAieNwc0WG4N9pPhc1CY25kTGaMTjzEzZkECG6eI+YBZcwUxwYPyprZeNF2Y+1i2H3o18AuKyYLxdrUg6dO9CLQD7Q/CdJ4sQHmCYkPtiFGCBYIECzK7GLCqMZDsJn6TXheps3ieLe5ue1F2OSaNWWxuMB/o/jXnI+YMYGjqzsWn10gFB8CYxPQR0Wf9mr9RfJSoNfUY+ow/9jTzJNmEjHZ4ZtR+y9G6bgZK2PmYBZk4ybHKK4PM+7NAg424oHNYuoZwVjtySBAW/U4BPArr3sd7ofg2nSFcws8ZDeEjR/ncW7jjBjT7aYN0iCLiyocXdHxS/XWKQBH+o7nOs0H88SJrz2ZcFFp/rHznp770NcQjMHsYQKbNSJ7TZ454zxc6xjNtrgzZ2afFmc+R3nW4eouElsugE7Tcx/rYD3Mxzw6bzpZuX1K48RGMJBJ9qCatX3flEyyucCEe81A78OvGLuzvQ3H7MHNJpt085+59u0HAr3/snYiT1YPBZH6w4eQEDfMc4ZdITrs4pahpLLkxyV/asHXpHCcMw9bM/MzZpzigcs8dFv/wKuZx/GfvS+ZFFPIiinmoHvIlXhgTxn0/MlwKillOO/sI6jf/gdP4R40bsakWQOYlRiO8+Z+hXvWvN1QzO5RI2Z9JbiPYbMG9zUbNt42Ey0Ek23Wd+FxERLXPlzTOIZAGR5ZRuvTaZo8nWXIRtySPfYEmDGJ637UXOOYBOzDv5mPcK9a9JvxrRXjzyXBf9BlxJm/9j2rxqK9idDPBGGfpOLTUUbIYjeYAGLR64thk2/O9MecWdNmmzPmPoRNYJML5+bM/Ddr+w3rNAKdS2Li0aeqzibwtS0PfR2451WlH8TU47OnrI3l1wj50J5YKcJXBsI0Dec4N68rTdOPOjDHto5+OTiP6IFtzMxy9pYCZqE1btwKyeY4LDJxgzf55swywAwu+wmkFVPMzqzm/15zoQOPAzZy8V+DqQQmsS4rNmJEZsxEumd2bzbp2gk3K4W8evG8yD7npj7qXhSUhGARk30KoovYVBNh24Ubsa3F1qT6LTvyQYLiwvxMw8XnE5fU8cExZdxu/JQ9rGFBkXUBdJl/Z2fMwaRiwdH7zzbW/gM/ZLy0FeWhXant0dB3ro/d8ypY66Crp9P2vbF5aVPQ5IGY8+zTs2zRhoEyNjYi4+aIt5PME4hVttTcfU4MdXo3jbp8lQdaCjFeWAwT9xzg3G7E4o22OXN9mwe4ESOjJg7LYCyA8QBiN22s322xCJCRVvSPKuM8CVSjq+qF0eKs1bjm8FhmxNhkN8TNw8U4NiQxdrEpYvP1ymAs92IYXzfaN3nXrhtfzafQZeqy/2VniyyqZUqWyvZn13hv7jLusQ+yZgziScE+yOKeAFvNWM18beZWkzfTolmKoW4I/00F9vikiJg89cD2sr6X1pttyiBlQWbNdT9r7u/wH7YSxow/R818MG7yjBubx8y8Ogrb8dBvBH0xah6S+WPvSz0bkmL655swlW0wTbX3fAg2vU0U3rzBvcuucow/R3tiFh1wvi2EkYuqIdlaCv8gAuH+odvv+sI9r/tetjRa8EBsPzroSVYvxpidD/BGmBmv9u1GMxZHTdZRkw3rBLttY/JgpThmxuWYsTH7MDHzt92INmn7tqQ88AmlKqk6+rGWyMVUb3vIHO3GGeKwtrVzCNZimIsxV5i1xYJ9z8aWwXyDt/MW1xH2+jD5evNRv8m7Dw4Lehy6UoTOE1smD7c8dfpkGODY8D0jLkcwd7aKtg+UxQHdC4+ZyWzCDJYpc5w0N5wJ80A6YcYOblB4OF3oCTZrxvBga5+skGYGW++YSdZuDL9FQZQpw9f58QkvsIs2c0OcMBPuxKixwWTElGzLmHBmozGiZyuO2bAGCGWbKxm2EnvMsiI++1TJCl4BzjQbMf+aPNlZ9l+my5V89CSsN2RiLzrbppLA1XgV1H7Si7YbH+Lzs1Wm7jVmobHW+HqtOV9t0rEwzpZ1xvcmftYIymcxK4/M76bvTOOx0LKfppuw7XEz3rCxAB9luUy8iZsw18SkGftTJj+uDbvBY1N7i4gWUWVcpWAvMSP22AM163OCcWanBuPHcbOwWm3GKARjdbXx54RJy64l+jNT4lG1osg8AsF/2ae6smAEn/baT32xEJ0xY3JG1ptxu9EM5nVmIE+ZCQ6fu1v/caHYO9heshMgeiXzdvZv8/DtOT13hsA8mjqWkZtiwfVtDvYaN7qyB60sB/5b8sC+IM6mGRtx14EtCE1CzNwwYQRvmS65lPeMpTZl18G+2hGV3+p90e3v13UdR2xLsjzZ6BVz7YvxocgaM/7WGA+vM2N0rRm3q40/V5v4KXNjmjJje3J0QvAX+kDWU/gvA2uCJTHx+4SzXDpM3PNBUtYWlMI8ikfTGSPZGwazxq+ZD9eZ9dS6hWlZY+aE1SYH1lb2gRZHjGiEzZxrN8zt/JCNa/ZSXJ8ON2hhtlmD9psHfzi11x32WkffGMF6CmN1lTmuNcf1JnqNkVUmzc4DxneTRs+48SXWz2NYH/fmG1SC67+ntiMS+gt9YtdYvQj71hjeFDNgPTZlfL3OzMkbTIn15hz9gdsJfG7fwkEfoqPdHjCng5wHeM+LvQcuB0L+rqsf2jSvp6D7fqWMBTKQ37DhQ7pPfPn7JcSXBtF22ldYjYwasQ/5s3MytXevTOydkTH8QIKR7C+NmMFkykKy17mxoDW3eixUTRgTq33bBklmRYHvnNvXoa0YPWaCnTcyPTtrxNRpFhl4kX9ibq95YNtjFhvTssosPibtg4ZVntlqgvg6D3+HgJ+Emv9tvVlY+xtxmV34fZyFeTPJz5uHBNiJFTgUWt0UljFi401ZbOfDCpRfzIPCGayLYfY3/cn0/z97f9kkWZJtCaLL2MyZwoOZMyKSMyu5blUWdlfVrQuNr0lk3qcn78P0G5mR+dj/YWRksFv69vSFvliUlVAJlcyREJDBzBHObOD21tJj2139xDEPc3dziMxY5tuPHoWtW7eyHj16osjXfZR7NeK/KdK9pHFnf0guN1jQgK2IFuq4meZWDsraqesW2dN/vFigbBMolPIMoz1MyoFpvYbjWwoymDnsvjgkvVNn1I8WELWrJq4RMPODDkEx56+od6VJ2mieow4zrA/p0XFei8iwTsQLDK+6QbndAJrlxg1/Z8Rj5qUjH1Huy0VSlNv9Qb3kWC4bSoWAZCbl2CYkWXbLahvod7nK5Eok/qtclakiTQlIbCu1SylZ5AQtP46WwgQnFiyfbBkynLRlWce1CO74qEAQatmCnTgsrSSV0/nqWoiyD5O1dVGwgYq5++GM/DazGgUL0TorRbu4dB/YKzz/Mc3srSqkht7VT+qHMbjyFrT76suoITWpvOqcHxrZn3GCy/YzQz7N9N+UZ7+Vz7s21T1ZVxjXv7jGw8X5zSCldfb0Wp7GSzGkqN/GWJITLU56mTcZtq/uYQ3LsBbAkpxDp6jHdCyNTCINfb3H7cph+ysq0Wx5OhtF+aklXDUymDnsPl+ai0z8564qscHZVSUUygXqZRwxN35i3S+OI1tgH5UfZR81ijTv0+zv42wfYiyrcba38UmOGhiu7Cio/0ZBvbg97nqT6dCuUW7zIemzFtLreUHaWa9duk2/Gu5KB651ZVksU68kXoMHmWwDWAbT9JNluIzKLXXsiPZasHHjCfHidSEy+hTFZ75kiHJbScR/gS6ZPdrxSDXoWY+718Jko/JCbTL1rrxpYpoyzDXtjNS8Q3ATYPLRbinxlLU7C4s02xft6kHh9BiZWy1+vw50p/QtNP13m/4sz418N0PY/HUkta/3MA9Y0WhkA5YeHsbklcsYPHUavWfPYby/n50PB9SJlFvdLsQSKMaTKDhK8z7l7LS3g10VW8gEx61xrfGwMJI3Sa2kFnHYenJcSzfyyTNWdYwpDh6SA70YP30CQyePYeLaJSRGR9zKus4YmVQ8CfpPxjGeiGGCVIhrmUevOGm1PRgku+wnf3ceBqckJQ4KS3HKzKsO33ObJ5270qsJgj2ppoXCyuyuuje7yr3zUzuiCqdPC4GTzslDedUZ8S/FFGmnQvMEB2u3epC6eAGJ4ydQOnwU5dOnkb51Cw1jHLxxcOLeaNcETsM+hnVPj92V5GJYfMxVBwvVWRhMKkl5QR24Qkr+/GMxdTqIsXyJtHlBJaeBA7uGYgnZkVGUL1/DEOtG/5lzGLl5C6UCJ2zi5vSoMqRncio3y4sVtVpPpWoxV0/EWjiwai5MID3Yh+TF84h9dRTFw4cwcfgI8mfPAD23kMhPuKeVU9KvkGQsP1Rv9VOJA9IsZhmWzSZOxlo0UXM6PYfSkS8w9MXHGDn1FSZ7rgftKUe6SYYSafu+JsJB66Yl90pb4OKoDjsI3Kd6lDGfx8LbyCCsz0Hcp0naC4g1nsQr/5xGXbsauKr0uf0HSidtshzwN+U5+e3rw8SZs+hjuR04dw6FkWGFpI+g3tt5FvWEr58VU6enID2atu06E06rdEozX5vZyGaHRjB5+QrK1F/8wnnEz59G7NxplM+eRf78eeSv3gCGxtzDIvdgqMJkmrtMjmuFBLtGo959SBgLyRcr87WQ4F7T5VV9VJoDpSxLakNxjP3TAJI3rqJ8/CiGP2P9P/w5itRtvL8H6XG2D+z/tSPEjda00EvilIHaJDfd0zRdN5YGlqalBDXpUqiUB6ag9AStKv+r4+efdpGn2L+nRoaQvHkDifMsr+fOsMyeRfk8+ypS4sIZTJ49gcLpr1BQ29vTgzjHWnr4qXbD8VxxdfbugLSmPkotqtuVx2KaI7VSt7mRMSSvXsPkyRMY++ILjB89itJFzh36h5DO6/VKvaYWjJHtAGLlt/ZUBSV8+cdo3wTUWr/n2w4sR/tRD9hiTRSsL7lb01YrEv/z//w//4eK+WsPZaYy1q4GmQvsZI4cOYJLly5hw4YN2L179ww/t4GDUg3kmzhRirPRO/nhhzj84Uc4zw4q2diI1nXrMJZMYpz+9CWSIkkDWfflHHZuJVJwBXR6uyau8WSKHPljmVPTqIUS94lpt+hD/yRtK8+ycxs5eQzHX3sFp9jw5icm0NDUjFxzq1twyWvBphKPvnakxRp9oUOLR2ySyV+DZIJ+tFNEO3GKiST9J9yijhZ8Yok445fckyQOxSVQiU02ZdPkRRKqAQ+qB+9lR7LqosnNJGU9c+aM0+maNWuwc+dOpFKpqRXSMKpVtlnz4Q4IQlYWmiQvlZuIsfMq5NE0MYrEtavoO3gQVz54HxffeQcXPv8Mt86dx+hgP/Mjica2FiRyGbcbRKtpyp8E9RQMW5heT7T5S1kbpAeR9Hny5Enkcjns378fzc3NM8q20UL0FsaMnOGN48x/sldZ0YJjRSMcDMfQwLxPUL/xy5dx5oMP8cU776Hvxk1kGpuQ6+xALM1hsJNPE1gVLnGqr8zVEI5Dk+je3l589dVX7n7fvn3o6OiY0qNguq0HFLtPU+BNJTYk2R5oS3muxMHv6BASt65j/NAXuPjeOzj/7ru4/OnnuHL0GK5euIgxtgeZbAYNrc1TA2eXL7dFEIWaPM0Jpt+hoSFXTgcHB7Fjxw5s2bJlhj4XA1OpYTS6KjZHjE+TLe1OyJXySE2MI9nfh/KRQ7j83ts4Sb2e/exTXDt9GoO3bqGQ54SuoZntVZrlI6h3+rkhq9JgyuVfkKJKvCHYAo1PtZQj+ZFfg/jok+DjnESeOHHClddNmzY5ncpebepc+PsIYlHdnYaZp+2cFmkhLUgPJNePyIcmwyTKUWQHoa/B5fRqSbGAJPO+/8hhfPH6azj1+ecYHZ9A86rVyLa2uX5NsYqDZFYMQZKDOAKXAEEstcH0ZvowcxTMXn3/1atXnU63b9/u+qlwHhiq8aoHLOd01fHteu1JZXXi9EmcZjntPXoEvce+Qh+p59gxXDlxEueOnULvrV6kklmkW5qoV+aB2mNLu4h5IrllNZPMLtCV0ZzLkJhUoLIqSJ+q/40cD6lNtX6qml4XA4pFKbGHLImYdnmU0JgfQ5rtU/HMadz48BOcfOdNnP3oQ1xj3bp18SLyI3lkcw3INTYzkPo3jpUYvizdkqHTU80lsj5QnLfYNh0/ftzd79mzB93d3TMmMWG9+vcL0bkrDUp/hYIlAeUzb3RPiqt91U6afB5l5v2F997H5Q/ew8Dhw7j2FenkCfQdP4qBY4fRf/wIek4cw+XTp1ybpr4r0ZBzY+RSZTwQlKKlQ1hX1uaeZp9w6tQpdHV1uXKcyWRm6NxQL13PBRaP1SmXT1ScFm3TvNFOJ+1wSt68hdHjX+H8hx/gwsef4NRHH+Pi4a9w68o1TIyMIZvKIJNrZN5qaVL13z1KJsSTcZB3ME5zVksOpS1MZn/t2jWXRxoPK39aW1un2qC7DQtpd2vBYvNfCtQi03LKvZhx352leh6wgupfjfx7M0dBGRF0/Gww2JCnOaGP5QscmVxDz2df4Mx77+LUJx+xEbyEEhtJPYkpUsNuwYSdfj6hRRcNrMV/knxKHFiV3UBAizFaUNFuGnIPMp2dgu5StNPKd5I9pc6tSHIAl+Kgoo/xXfj96+jRSnlfP3T4oHbnuMNHFYNbJde72iTGqYG0Dtuzg4Q18lABSNKoZtm5Uz6dJq+FpLJOjKOMerKkvUAaXmuxJuiqxUOpoD+6yxx05M4kwx1xJ33XA0qhJNfwV3rVeUPaFtpYZid26waGOEk7++Jvcf53r+DGJx+i9yDvX38dh194AWffeQfFmzfdU3npYCpd1Jv0PAWX7sWDykK4EQjrzpVNmm0gEfZfDyh/XX5TH26hkWVp0i3syUHn1UwG76urXI2PASyjgx98gNOvvoKTb7yGm8eOoDTYj1TAhb9goqerK4+yZRrCtJiQnmxSbV/qWMw4lUqfbodqJOsY5clSj8lCHrHrVzD+8Yc4yXJ68hWW008/Qd+XX7CsfoKr7/wex174Jc6/+xYm6U/bnbWgKA27kqC84d9i69GHxSWd+iSYrpcSKmn6NDLiBWS0O1GL7AP9yH/8MY784hes769h4IuDGDr0Ga598C6OvPQiDr38Em4cOgQMDiBLmZOSWekiadk72LFXwSzJUXkKUzWE9WL30qeF83Up2L0NUGfjHwVxmq5901AOipOeropklh+3YO+IcTodsN7wv7625xb3edXZH3odMjE+ivjZU+h563WcZxtw6cP30XfmFPKDQ05/4qmHEsGrZbxTu+oiXni9D+soDF9vZjZ/dl08KG23k8tnXRm/VBtjP+zOURsdwgQnWxdefQ2nX34Zx198EUfZFnzJcvo577948w0c/+wgeq5fZSbohV3jKR4BCfYKz+0UxO3TQuHrMqxjc1tyMFkZlsvGfB6pIZbB0ydw7rVXceyVl3HlA/b9hw7j6ief4uTb7+Kj376AE5zUjnGi6z4UoTET5dZk1n0pcRlxJx1GuS1Y5wwelCrVW/Uv4lfpu8lbJVcjLY2V4pkMSr29OP3++zjC/urka6/g+O9ewmlez7/6Ei6+8iJuctx6/fdv4NQbr+LykS9RYhnXK1EGFxfvFyj1osD0b1TNbing11ddXVtMramEZli3NX5I9vRg4JNPcOLFl3Dm1Tdw5cMP0X/0K1z74nMcf/VVfPXr3+Iay33+6nUkSnrpn6gszgRpqZDM80ibr5N66ifM17+aXu42miuieMxGc0UUj+Ugwc/vOyGKx2KSj9ncFoplOcOmGvmD2npTVHxRJETZiyqOrjPRINO9JsMGrjw+jszwIJIc3E/yWs6PIVnKI83JgV4NybEJ1BZctw2X1DyZRyuvLWxec5Utt+rs8pxsFTngYiRuoJZmg9vIAYbOU9GWRlGmwOZ4gnxHR9Dc14MUKT4ywviKwStRk8G77Q3028YJdCfl7KKcbRz8KW697FTW50HLBWY++TBed74A42umOceJTbw8gcnCCOKlcXe2QxtlbKIsDRytp6Z0IC0E1+CgWXuv266163wxyR2zIqK0mmDovd1sYQIJ5tX40SM49+abuPnFF0iPjWLbpk3Yv207utMZDJ8+g3MccFw69CUmBgY4a+FEWG1FpTwFyec/UWWCsZgk1GJnNJvbgog/6TIYGPBKnTCn3VZona+QHGe5utmD8vFTGH79dZx5/VWMHPsKqYFed06A6oX7CgfLCTXp6pH48XJ7XEtEgl2FsPtiEv9F2mniFdN5P6zbxcNHcIS6PPbpZ8iPjWH9xo14+IH7sW/rZrSwrenngPfc2xyIffYxJjkRCdIwnY7w/VKSEO5ko/zVn4I0u8UAtn86faoEvYpXcOf9lM9dwCHq9OA7H2CcbcGeLZvw5H37sKOjHfEbN3D1ICdu772NW2fPolzQ+RXTfIMC6wq+e6+/nvW/mn58+7DZYHbzIf6bIt27eklSyx58QyRoz/XkNjgfQRGy/vO+QP0W2fkU2E/oUFa1A/GJcZQvXsAQddj30fvI3LiM1vwIMhPsGzmJSLj+QarTlTFU+gu1rybTYpPB7m1A6PtZOlK6XYFi0eJV8yVVG44Jypz8Fs+dReHMWZQuX0ELy28bJ8VNuTQamzJobGlAQ3MjYukEdDYbOUzz0tXdLx1FYXnagKAMW3xaEMjqHLWJCeDyJber9hT7+LHrN7CmrQ3379qNPdu2uUnrueNf4YuPPsC5M6dRZJ9WLIpfgoxETEs57h7aWByunVkiMkS5GRmi3OZFLq2uyXOkGIKmz/zIYtItxKpN1NfJcg0NaKVe29pa0N3WjDWNWaxJJ9HFNiLd14vSjetIsG3VTmYkqFc9ACIf8QqI7Q95zmX8vhhkMHOUe9huuciVRcqjLx5q4bxcGGNfdxpXPvkQlz75BKVbN7Fr3To8/tD9OLB7p5sf9H75Oc6++w56Tp90cxlyYvHWi+2x6fPIXBrnnk4hylwvEqzdNkT5u0dfD/qm5+/yPiq4G6EBnRtJEexIgmsJWXbyOkwtzeFtYjKPDCemLaTWsWE09t9C62Af2seH0TI+gmx/D7LXriBzndRzwy32ZBhGX3xyz3DKBbdYky3mkR4ZRrrnFhqvXkX2ylVOhm8Bg0NI0K2pOIEso0+zs0uy09NOmQzDNhfH0caJXFNfH5quXGHYa2i8fhW5fk6a6ZaI5ZFNlNAU0+sW/Uj0XkO25zpylCU33Mfwo2jWYXwlXkeHKG8/kjdvYrynBxNMjw6WDboFEafuGr+4Jn16gMhE8CpMN6SG8OBtMeDH4CSlhZ6SZ0iJfB5geoZOnED/6TPucLwNu3dj449+hPU//hEeePAAurM5jJw5gzOffoq+K5fdQXrapyOIn3v1RFclVVd3982Ay2kmOFisYWfJXyaeYJlk+b3Zi+GPPsOlF150u0EGTx5HU2kc7Zk464bKdgl6QBmUHymvcnW0PFBDuFzwY56qF7ScaphHxtF3/hJOnD6HW4VJNO/aix3f/yG6/uSPsfHH38e+3dvRxrZj4vxp9Bw9jLGb1xiIDLw65hYVlhG+ft1i51JCalBZZZtVZPvsZh6FIsYHhnC1bwD5XAZdrPtrv/0ddP/kZ9j31LPY3L0a8cF+9J46hr5L5zE2OqJWzg1ggy4z2GEz/QuiqRfCA1D/3nRpdtaR1wN+GtyclKQdl27nZcXeT7dzpzqKbBj1Wq+axBzrd6N2nfb2Al9+hmsfvofY9cvoQB7N8eDA0Rzl1pei3NeiYpxUaPeTo0raHAX/A1oaLGc7MCOVumGfrtcxNLbArRuYuHQR6dFRdLW04KHHHsVDP/sZvvXzn+HpP/wpnvrpP8K+Z59A8/q1mMwkqVNrPYLSutTp8uML1/fl0LHilEq1UzlZpD4HhzHJfv/Gl19ivLcHq9atwX3PPYMtf/Rz7P3HP8Kexx5By+pVyLPNGGHdH5uYQKHAclqKs8xynOV26zJvyE/933xaNKu/tdDKAeVx9T+AFgZVxgQrcdrdrcFBfPU67Hz2WRxQ2fzxj/HAP/rHuP8HP8Cep57Gtq07GDaBCVLn5q3o2rUHyfYulJIpt1Dgiv+KSncAlaPlKL9zgfbWKIe0E9LlDecBuHEJA5fOojTUj7VrurD56Sewlvmy+wffxf7dO9DBNnnw/Fn0XzyPEtsY92Vb6l+1Jqg5RnNP+0rX1z3cw0KxlG20tbP3MEdMZdLUAoV7QOAWTZLlAhKlgvuCQ/7EcZx79RXcfOct4OghxA59iZ6338bpl17CiRd+i9OvvorLH7+P4QvnkCxNuB0wKU7AkjpfZXTYHS54683f49SLL+DIr36Fm2+Rz5nTQD8HxNrjkE6gnM26AV6Sg+tGDopzQ73uEL3Bt36PK799CWd/8Uuc/e1vcfGtN3Dr2CGUR/vRyCCpWB6J/hvo/+oQzv7+VZx+5UX0HPwQmZ5raJkcQxPjV1w9b72NI6+8imMffYzemzdRYAOvD1xPThaYcqafpUidd7BoI1XM3kiHByPzLfA+nygKPDF33ISjSDstFtBCg7abtzBw5SoGe/uRaW9Hy/79yHCglnr0YbQ+8AA7tm7Eh4bQo8MyL19GOc88qQyElTotTNlizd2CKB1VozBc121lXfdOF4E/DRH0ioSKwvjZizjxlp5cfojy0CC6mhvRnEsj5d67C57Xux1eLqT4iZgfFZso1CLfciNKxmrkQ6mWBgT3tTgRf/FYgvOBYIkw2dqO1p170PH4E+h89tvIPvoY4vv2IXXfHqzevBEt2bQ7JDfe34/Y+IQLY+cDmVZD0S4bwulfGihO7T4ou7O8nDI6OXDl5OEBTno3f/d5JB96FPH7DqBh83a0trYhqV2DI0MosR3Os72rtHSkYBDrfpXFi8VAuKzI7A9+w+7CwgbHQboCEiolk1Go/Zy5mKIay5qs13lZr/UKrWxSpBaW3+TICHDiGK5/9gmGbl5BLh1DQy5D+YqIcwKfcq/3Mkcor2tT2B4EbYCIYASWvrmQC1q5+rpYzklDWMYwKbFmTiR49V630Tlw2mmHvl4M3riJyVIRjR2daNmxG82PPYq2J59E93NPY/MfPIuNDz2A5g1rMJlKKtIgn5Ts5Uu6Q5DG5cN0/NSJ2tYCy1hPH/pOc1x17jziyQRW7dyGxvvvR/rAfcju3YNdTz+JJ378fTz41LfQvXE9y39cG8eoyzhbkST5VM5vof1UfWE0lo+10Hxg5VjXpS7TrmXQmIfX4NUljfZUd2nHtjI4lD3JdlLnLSYxuaobzY88gs5vfwfNz38HTd/5LpoefxI5lt3RXDNuxFMorl6HjvsfRsd992OytQv5lJ0VqAc7C0tflM5no6gwdyUk+yRJXzBxKGKyMIYJkl5ZzXW0ILNlAxK7diCzYxs6uttd+4zxEfdmQLzM+sE2KHgt0xVq5rl+QUkXLQfCeXPX5s89fO2wlG3x9OjgHmqCssY1FjQEnyaVgV0XrUR6X1uHBbonY6OjGDtyCKde+A1O/+ZXuPjSy7j4+hs48/t3cObtd3Did7/D0d++gGMvvYhLn3+CcQ5um+MlZNiwxkYGMXHyJE6++jsc+e0vcex3r+Dcuwr3Ns7//ve4fvw4xjn4LWUymNDTuGTSZabODSifO4WL77yJ4+R77vev4xLjPP+713Dil79xdje/PIhEzw02viV2spOYuHrZ8T7x4m/o91WUjh9BsvcmEpfO4cp77+Hwb17A56+9gQundEDcqDvQUAP2YPri2nSnAxvY+4s3s2EpGt5gKkE9MZ/0WW73jcM8J7WDQxgdGMBgfhzF5hbk16wDVq8H1qxHbO065JqakeBgeYKT4In+AcTyJSQ1mNYgTXmt5C1hRV0o6qHnSjYHV/7csxyX5dSynqTyb4RlfmB0BLn2Nux86EFsPbAPmZZGjEvn9CwVum3qCuj46CmwzMF9rahnuVnsMhjGbfFVbgO9ilivaNAOJjQ0oemBh7D3Zz/Hrp/+HO2PPgGs2wjksvSoV/5YE6nPVDyBFvnN5cSKqDDVddb0zeZWH/jpXUpduxJVWUjUIc7JeBrjnExMZHOIbd6Mbc9/H/up19ZHHgWyTcCtQRSvXsfoyCiSKeqzsw0NbS0Aza6lY1h1mfaU2eWTmC8SpCsjg+1YqLdOgxoYDMelstkgP0WWPR1uq6V79SNJtquNbC91PhAunMfZj9/HFfYfjV1taFq7CoV0AmP5Iv1Tf5XdiW6g47Wh7lY/pcelyUnj3GrBQvVQDz3OFRalUqlFcLcQ7g4JY0nTg4VCHujvw9jIAOKpuFs4PH/lCq4cOoKLHB9cvXoNg2MjKOUSbCs4CXbvResvKKPLjfBgdjl07EAx9Cqfq64jIxi5egPjvb1Ia7yWS6E8yrp/5iT6LpxFifV95/59uP/xR7B28yZkGxsRT6YpfILyaxFdIy2lwynaUSiZX0soqdq5IZI5+BfAlTct2FA/oyzDAxyXDneuwvD6tciv38BxFcdXmRwGb/XjaE8f+lvb2a89jPYHH0Vqw2bks43IU696vT54/4rXeWI+ZUxhjOw+DN99pcJJx/zRmFev8UMbwVpzaGhvYvuRwMjwsHtYqXM3ceMa+gcHkI+VkG1vRlNHO9KNObeIGXAiubye/2LNStfXPdzD3YQVdYbNSqKo95Ltnv80cq7Yc8Kkp7ExbSNUg6bdBgna8Z4DqRQHW7hyGT1fHsKljz/FjdPn1IaiJZ1GZnwMo+fOoufQ57j8xUH0nT+DpA5qLOZRvnYF5z56D5+//XtcOn0CpbFBdDY3IJdJ4hoHxBfPXUBeg7pUxr1fnVAfp9P5L1/DzYOf48T77+HC2VMMN4o1LS3ooJ/SWYb7/Zs4+fIr6Dt6FOVCEWhqRUtTG7KFEvLk23PwE/R89AHKX3yGm598hBMfvI+zXx3HBGVtbG7hvKbZneQfLMpIFepYpQu9a1xyE0i5TemqAtPhUpK9+6zFlRL/FXR2BQfA5YkJ0ijGJ8YwTrmL2QaMZZsxmmxCOdmIcoaTt1RaqUCR6Z7gBG5SZwlUkhOkLSgG4TiXigxRbotHLkIpAO4gRk0eea9Pzec1RNBjyK4OdDywDzu/8ywan34Kmb17kGhqoh+OHUga6roMET+VIMercr8MJMxmZ/DdF0rhd/JNH4Imv3qcmy/lMVbmtTGLxM6dWP2tJ7Hp8cfRsmEjyiqbY2MoX7+GW5cvo69vAPokf0P7KqRa2tQ0kZ/JLJ4carl7XWfSYkCDND99i0eB2nySKlXWglaJdvrRIVZiG1nS1/ISGMqkMdbWhvj69cht2IR4S7s706b3tTdw/J13MNh7C40dbVi9ewfaN65BKpsN2jvxUTmWRl2EWiwL2r6ATK7FJUM1tyj7amT9XEBBGviv4h7wUv2kk9MtUzxF7lj9snaSFtGo14DzLJPU3XX2Z4fZj9wYGUD7jq3o2r8XaG1FMc5yqy8YshXQMo+Wu8panGB/GY+lWG7YbyoJilsaD+nUl9W3D9OcdeDVR5nD9bP+JP5+2VGaqFvWR9VdnbWmM8GS8ss+Oj/Qi9HxESRSMQwOcsL72ef49MUX8ckvf40Pf/UrHGNff+PiWUyMDbBIsn/TeKTCkxdnXi6aLS9mc1sweT937hKj00cT3AcX8kXERjg2myggwTFAz+XzOP7+2zj00ov47KWXcPBNjrlOnnQNSaqhgXpnuU0GYx6dEeTO9XDEVoa8g7aAvBeRatVVrf7mR455QE4BNIpk5FUPxdTu6mujE6SxRByjCX0pVfWa4W/cxMmvvsLJa9eBVd1Y/fAjaNm+AyWOv7QvtFCadGfWBHUjqOfBfViOpSPBv5+tbViatuNORD2yPR7leLVQGGd7QM2u6cKmbVuxpqMD49du4Nqb76DnF7/AuRdfwcUzZzn+zaJ71050bt+KeFOje71Vrw+7ekOz+IqxtVVu4Uq/ygLWbDRTtsWlcF7do3u0FLSU5c7Nn5YafoVeydB8ZsacRvcVo260w8D1WG74SYW6H9Pl7OmTjWZjoYCmfAGxwUGkOWlYtW49dj/zbez7/g/x8EMPYn1bC7Ijwxi9dBGjV68CQwMAB2X5M6dwWa9P3biGdGc77n/2adz/859ix3e/i/W79yDe0IgJzo9L2v7Ijk5n6Ojd7PzRY7j80acYvH4D3RvW4QFtmf7H/xh7f/RDPHffPrQPDaP3449x48ujjGscaGxD48692PfAQ9jY3qFvceLqO2/j8u/YmOsgMsqVbGvGtgcfwPb7DyDHiY6+BOLSWck/TdyDgjStHaesOWKKn1c+zG5hqDwLl3jUlcuz4gT1N860aMEmiXwyh7FYI73mgGQGsWyaIzxOSjgJKYyPYVKLW5XBias2Ti6len7yhdNYn3RGoz68xSMg95861NZoLT6yG8c4zePpJLB5LVY/+zhan3sK0EStq8vtEolx4BbjhFmvTrnwepo89Qs4+1gKvQg+fzWINugy+7AMdh+m+UIhfbIGOY8ixjjLGMxm0NvchAkOtrKsnw3pDKBDM69cwcQXn+P0iZNuUNy4ZTuatm0HOPhVNdRga5pvwLmecs+GxeQ9jenU3U5OBZXWiLLwvyZsmk3kWe6Gqa9BPQHO5ZDPsL6XE7hw8jSOvPsuzlGfhbFxtHa0Y9WG9Wwe24PXVFzFVyticUi/Aa0U+F/gUlmuGS5J9G/kEKRTiwf6IqDSrZ0v0oCblNFZ59ckqZNG9nMNlS9vFY8ewoWDH2Gw5zra1nSjjf2GK5e5FtYr6ZHEsHGdz+LKSfCaSSKeovxJThCsBkgOo5l307bRkA58XRisXPq0mIjmT8mdnivmKciCxD5GH2dMkeLaspvPo398HH0MM5pJodiYY9+UQpZBJ69cRe8XX+L8u2/j3PvvYOjsKSQ5SdPu3oBzUEJXIsL5UG/iP1deg11LKsPBQisLGNuBEvVUdGfXTY6N4ibHOFdPn0bv+QsYPH8RZz4+iI9f+h1OfvgJxq5dR6kwoY217tU/HcCtq37KP2mXsQRxzgG+rLWQH0ZlO/zlLd99rvD5VOchO2vxpE36q/xk1uKKHtzoZeeYvp5KPYtPnGPemA5t7+nF8IkTOHfmDMdZQCvbhLaduxFvbpEAHEPqNSi1LtIqf7Tza8dywdeFxgW1YE5tb51Rog61M9ftflQ7k2BecdzQsWUr1q9di+LAIM5/xnHDG2/hHMt3L8t3trUd65gXbZybIJMO5j3KC14TzEd1f0EFYj7x6peTWmguiAovikI1P2F7o3u4h3qjWrlarHKnangPIbjmtiY906cN5PXolffBAY2VwKUiB7wlKjnojFat7cbaBx9C02OPO+p66BFsYCOZYytYYkOqrz1hggOu3h4MnzuD3kvn3fbczr33YcPz30PzM88g99gj6H7mKazbfR9zL4NysYwM49MOGQwMY+LsOfRz8KEvHWzYvhWt9+1DhtfGvXvQue8+bGltRezmLVw/cxYTN24xnRwsb9yMjocewr4D+7G2oQHJqzfQ+9mXGD13AbFUHKsf2I/tTz2Ozi2bEHevXKjYMI1M+nQBqs/QsN4FPMjIgCerz/Q9ZbcvnOgVr2IyzU6Ok2FOHNwrEMxPDRw0gtaCmBufVcJODdNUIWU9R9Q/jUuPQAOkyuBkgloZ5hxsrLUJ5c3rEV+/1j1V106l8ViCNYADzElqzq2ASncejwqtNPj55PK6TvlWjY8rTWwLVL6kryIHvsPJOAY4aBqbLCLBiUN8qN+dKzXw4Yc4/P7HOM26mmT9Xf+kzgfYhXxW9TOYoDglExpM10n0uwpB7Q1aJmlEkzctrU/wOs46PyrSPf2Mx9kOcmDbvGYNUo0NGBsdQ9+NGxju68OkPq1OP3E9KaahyDstWgQlX9peflj5rFcZFcTJlUkmVFfpUX2b0q6nsHqerk/HNugLejrv7Pw59H12EBMXzmHrqi7c98ijSO7YiXi2AcVCmeWXOuRkOcH2NM6JhF4wc7vrJsmbTHX2gotV8anMuthMy3NDLXqop67mDKfTaQruY+6cNKU9Jb24tjKOQkcXMrv2ILv/ALoffxx7v/c8Hvvud/DY/v1Yn2a/xT7/+kcfY+jYcaRGR9wiuuCC30NFx8FuASqXimFbyrKlNrLEMlCkDltXr8G++x/CgwceQndjG/rOnMOp997H9WNfsdyOc0jAcKSizmHjZNiRK5uipYGV16h6Xu+yXJ2f2d/ubtrQLmtV6BTbBu1NTE/kUbh4DucOf4ne3ltoWbMW6/bsRcM6jhGo+8RkyS38Jhma3R0R1Pql02w0fH2vdExJSINbqNTit76+xfZEi76T4+MY1Re5sln2bzlkmpuQasghpXODipMYGRzG2NBwsPuMvyT7uiDZGjswJ0RiPkddLKbuwrx1P1t8d0M+3sM9zIbp+fYKwEqpUDUPdCqTVfUszshwbkBfWbzRvab9eXZexXQCmVWrkNmw3h14idY2JLq6kdU1kUCcA7Sk9vLrkMGhIeRv3cToQD9iDU1Ib9yKxMZNQAsnwJ0dSGn74patSLKxTdB7Y4yNc4FhBwZR7OlBamwUqVIZQ8NjuMVB9MShL1D+6jDGe65jPD+KUdpfJf9rff2YUHxNzYhv3YKWBx7AdsaTGWcDf7MPhf5+ZNta0LZvJzr27ECipcUtbugpKIeVSp77P7VNPVDBikFQniSVBv+819M1Z8dirycPNBY52SgW8yhph5Lc5If5FWzuhZtUaBCdUMdHd8eJV/3c4Xti/w2FNDl1pd7GqaKRVAJjjRymaYeSGzBosUZlhAM5egtew7GyEyDIoeXHUrU/0U/gqCNOWDWN0IHBRUf0y4GTiqTOB0lpUnzhDG59/AFOvP8BTl28glJHN9Y/8TQ2PPMs4ps2YCLtPrzvEGj5HqRtrQWo/uspe5p1WV+MUxsmHReos45992H/j3+M/c9/D12btmCkfwjnDx7CpSNfYejmLUzqKTHDa4KnRV5XlivlRf9XiqatbC20LE+liexUjtTuuSUUWapA8k8LAzm9aqa+p38QE4cP4epnB5Ho68XOVd1o4sSMswZgeBwZ9m3N5JUZn0C+twfFvh7ECsEhl+VSyR2oq50hyh8NSqbiX0TU+sS87nA6nUmylJ51eKsrm8pG6haZBrTu3oft3/sxtv/kD7HpJz/B2h//CK3Pfxdrv/UE9m7ejA5OsiZOncMYKdY35PqsqeUEMv8mT1ScDhwpr1lrJ1mPWd7yxRJGeVvINqCJ46sd33oGXT/6KdZ/98e4/8DD6EhmMXLmNPpOHkd5uB8pd3oQyR2cL+LIju3A13lRrHq5ud1eOnZXOulVMb3Sp8/7N7M9Sk+MY+j8eVzlWLSciGE1x5prtm9HvLGJrOJI00+S9T+m13DEhPFq3OxuVkjZXc5dM3OC0x1bEoqb0ifoS2xNL9/AmWMncPLaVeQ7W7H+ycex44ffw+4/+DY27OC4fiKPM599htOfHsTw9RuchzA/NKcgn+l063qX6OAe7uFrihV3ho0QZb8U5OJ2/ysNdIWcO+3cokSFAnteOA5wruyg3JZQ9i8F16HTPqET82MYoacJbWdubUShMYdSOomyPmGosxEyJA5q9UTdDYo5+C2zAZ0kaeUb6RzQ3IaJXCPG2dmVMwzb1IREUyP7OjbGheDAxzI7PJ3LMjk+gmwygRQH1Vc5oTv86Wf4/P338DkneUdOHccweTSu7sBkYwOGGHyMMutTimXtvNm2GW3r17vV9VKeaeFAMM6Jd667E7muDqT1aSlCA3X7UoA790C/il6cbtzTQbnrElwF38/SkmSsyEm9uPRqIpxIIsX8KWtX08QI4sUxlIvjKOsg4vwEwzGtySTSmZzzq63AGvbJXmlnQpljKgB+XItPhii3xSS//LtFukCjFWmoR/53n/mtDLSCc1JoW2JZYvnUjibnm/9kbQt9Pt/lJidehP3ik0oT2xBeOXV1ZVSDrhzrdnuxiBzLZ+zsSVx75y0ceeNVnDl1ErH2Dmx96ilsf/opNG3ZgrFU2rU35MbBL8ulo3A8S0uGKLfFIh+6U52VTkV66ttUKKA5X0Aun+c9Z22pBJq3bkbjo4+g5cmnsHb7LjTEMhg5exk3j51G/9XrbBeC8psnR5EtPgYk89KmsV7Ef66MVKUZ/ivpdE0eyxiV4M5ZYaEtX7uB61+dRM/FyyiPjWNS534dP4Xy+x/j5olT7iFACwv0xK3rOHvoc5z67BNMDPYGZ4pp0aZy7ooWa9yrKy6iIJ6FkiHKraS+07v3/flmuxd8u2qkyW6UPf+RxMRo2k4PDbRwpebTnbeiMOz3s9v3YP3jz2Dt408jzrI53tWFcmcHEhvXYc3adWjWgbi9w5i83ofJwRG3ICGeK6VtFaLsF5v4z12dHqhPvS7ixkm8FjgOmkjEMZFtRLxzLRq37UZ8yy4k1m9G59qN6GpucV87G7l6GRP9vYhPFtgeF8gzCO/zXwoSbIHRXtsVovzWk+YXB8sv/2WKOiMoDwwOulfrb/X1IEO9rtm8Gc2rVrlxr8561BdVE2wDNKZ0P1aAoOlZWh0vhMKI8rMUZGf+6Ct8ejeqPDSOkdMXce7UaVwdGkBs/Rq0P/4Icn/wLNq+/Qy2HbgPHakUbn51HOcPfoGBC5fc7r5g0ZejW/JyJl1U5ir8V9KYTST413t0jxaLfNRiX0/S+GjFYSU+EVJ2GAUwk3oXvYfv3sTnjypVj+PSkECB5nwsgclMBqVcFvlkHHlpXXs/43piyatI4fQ0skJJTr4ybEiT6tAmxpEs5pF0n0amV5p1Po5ehVLHqEUb91WqhOYevJ/kRIT+Whsa0N7ehrbOTjSt6kLbpo3Y9MjD2Pvcs9h8//3ItDQHYnIQg5Ex95R0dHiE7XxcxzogwYnMBActo3oiyk63zEG3BujaDaSnga4RF8TEyzOZpu+WGxJSxI5GAnOgBn36NJ1FOpVxu5NyHFQ0jw+hdaIPGOulLvRVKOqY/VOS/nL6SgTzTxM+N0xyiTO+Ky29i4hQIqULp1n+0yBWn6F1T8hVPtS5a2ZHswZiQVlho0Me/O/CWvhAi98cRLVvgR4Ce+2w0aJohrprK5bQODiExKlTGHvnLdx4+y2MnTqBjoYs9j/xGB7/g+ewcecOZPRpf+p7kv41mFf9vIdpqNyxUKKBE4NWtmm5K1cxdvgwBr86itKtG0hlU4it7kKcE4mO1Ws4YWtFamQchb5BFMfGp/Tpyq8jDoZ1SO4K0/Ni9p2qt4YklZBiBdZBzq6zGBxDL6nINnU0nsLZS1dx5L0PcfiV13Dx8FEkR4eQK01g5PpVHP34fZw49Dmb2T4WWe1aoNycPDvR1WaovZDRxXT3wRZrouF6TndVKgNSmMBFLWOsXOS9+vQJYGIU8YFB5AeGMDo0iom8DvWnvpMZoJFltKkVmWQ2eJ1M+UEejjcvvgSy/aZCenBkdYNjq2RzC8q5HIqsw/EU9Zdu4LhLg544MhynNXHspMXc/OgIh1vaCaYPVmsHWPDYxl4FnqHkJYLK11KOkecSV6AOtg00aKeGO2/tVg/62N6O0NzU3Y2ODRuQbetAifrWgxwt2EqfNn5QeBfjMui2GpZa5wuBxv45PczVAKt/BGNXbmGsf9jNKdrWrkVy0yZg4wbEt25GjteuBs4khgfY191CaYhjjZIWJ6l86+wIZcWM1C9QFXeLLu/hHlYStFKwIrGcFbpazNNjsIoPd4AtzRy0xkmZGAcCk+xytMWgpCmXm74iEUty3qpPFmrIy45JTjFO/4scmJHixWCyqwkAEkm3DTrDwVhDJovU0AASVy8geesqEvlRYGQQuHgB+atX3c6aFAcY7p1hNalJypBVXHneFrF+3VrsfOYZbP5HP8bG7/8AG594Euv27sPqvQewfscudHBS0qA0jY4B586j//1PcOH0OYpOuRtyHBPmUOjpx9UPDuLqwUOID40wfWTNCaF21kgLyicbnLpulsaKdhYd/spjFBlMHrdMoAmBtvS3tKO5pQNNCep4cBiZG1d4vcoO7jpw/QpG+wbcbpxceyey7W2IpbQLisGVXjEjC/WH2ks1HdPdidl0NwMV62l9Tlk56NUxbefn1JfKoXa0EEgfelqjhqbM+qKnyPrShrTm/huzJUS1tkX2RoL0YE8zw/qZP4mv+BsZ6MBbOUlXWhjNThaRGh9H/MJFjH/wIW69/xEmz53DGtb5+7ZswPYDu9GyoRtp6jM5PIjE8Ahi+qyyoJ1k4klUS+83A9KBShprL9tJbdNPsr0bO3QYR/7+7/H5X/0Vej78ELH+HroXwBma+7qf8sB9wldlOpFCQu2yygbt3esqNE1PuKvrN7oM3JkMflk0+7A/M1s5nRcUjU8zjQT5Bo9ZSZy4Mh49xXUvMFFPxUwjSp2rUFyzERPd6zDS0Ixhuusz/xODAyhN6LQg1v3iGIaH+lAssJySh+Z0es1MJ1vqlTXFYBTsEJlOX61kuw9mg/wtFsLyzCSlS0+ujZRG9acmD0uT+vPJcSpmFMVL53D+3bdw6Ne/xOlX30D83CU0jLKcjjONIxw/DE1geGQceQ4qYs1NnKk1uPxwOTedeXcNonU2d6JCA1Jfo3vxVllVPW5qQbatE7nmFqQ4Vkv0DQE9elijMwRHUBzqxSjHWcVEDElNZvWFKMdH+RKcR6j90Ho25tqJCi02rC3w+yjBt18s1Mo7WMjWGIBhpJUClXTpGvouX0O+nEDrmrXIdXWjlE7DXvvVKEHsFYPCOL2SaovxdoTLwp2oFpjOF1PHC4GlIs6yqd1KCe2y02u8Bb2elkCWo7A0G9sGLbBrRKYFXj3oLeaRz48g73Y6ct7A3FD74/ioLarkiijo50REhNpsrBSmavB1upJ1ew/3UAvm2qbMB+pvlhWzVVbfbaFUTzBLOA4ouacDQcMVg/skJxvC2CSpoAYxWLApx5IclGqxhjLwKtuUBr5sEF3nr2aQkwItf7ijLfXkrJ2DiTXrkWlqRVlP104cQ+HTj4Hjx4FTpzDw8Ue4cPQoB78FlFNJjJYpR5pZ2dqCZFsLyll2huRYyI+7lfaMDi3U5345sDty/jI+v3gFg+MFtGQb3JNS3LyFiaMncPKTz3Dxxg3EVnej+4EDaNywAfHxIgY+P4ZLH3yKwfOXkGQjX9ZAiLBiOa3doElfvOI6d0i/Omww6SYbwXlC0DkfXZ0cPKxDLteEsZscoJ06Bhw9SPoM/ceP4uaNW5jMNaNj8xY0rVkDZDLudR9mVlCetCvKlatK6iv2tVC9sZAGYi5hLbV+CpxWp1UQLNjoXouZRQ1wNSkLDiqd1EIZJxYy63iGhSJKtwshn+diNroBFJ9RBSqjJG0CS7B9SHPAFeOEF6dP48ann+PWsZMoD42iPZdDazaJxOAtjB49hFsffYgL73+AgROn3E44Qbt0BOWNpe2bDbVNOgSebSXb7VRfD26yTT350qu49ubrwJFD1DPb12NHcO74V7jZxwkcJ3S5DrbFLWxTyUFPHbVQIdLh2UEZCQayQctXX/jl0h/4RpXNqIGxha+F+C9ElbodsKqAdyyfctaESn1HyR4ycCK26omnsP7572Pjj36M7T/4Ee57/nu477nnsG7HDpRSKXA6jHRbK3Y/cD+233ef0yvc16LUlib4p8PemRbG4+baQaTzQjV9+Fj8On47FGNAKjPT9/qvRQFhUi2kdtjEi0iMD6Dv2CGcev13uPTqKxj+8GMkT54BLlwDTp7F+bPncSufR3zNaiTZX5ebm4JXUgXHOOC+XAjrfKkxNVZRfVWh1g7mjg40rtuAxq5uxPJFjJ25gPEjR1j3jwLnTuPaxTO43HcDQ+zzM+z7M60cO1UqhLhosUa7RlUHFrKwUCtMh1N1tQK7j6KlhsWoEqw6rAeQruiNTaBwqxcjw2Nul3m2YxVSrPe2WKN+SmHc+IDlX0Msn5Y+JXc3tMjidt2rLUmybW1qQrq1nc1sBsWBYfSfOcd24zT7Ol5PnEY/5xOX+3tR4Hgi1daMNNuPhJ4oM7z7cpfjan2cSr7Z3MM9fPOwHG2rjxV3hs1ykxCYnWHKrmLhfjpUrVgisVFz799zhjXMQecQJ6hjnA9McvDJZpNuMYxwZjrCyes4zXmyKGihRwstHEjonIp8PI1R+h9jEzhcLKKcTKLc2Y3E1m3o3LYbjQ3NbqHkq9+9gbN/+w84/9uXcergQVy+fg29pTwGY5OkMibYOJdXdQK7dqNl+y6MkefRI0fx+Su/w3VOSk69+Du8/srreOWdD/DBVydws3+YjXjKnZczfvwEjnz6KU5fuYKxllZ0PP4oVv3we9j01JPoXLsBscExnP/sCI598jkGb95yn/qTNvRkRJ2tFpzcCFtpcqqSjgLd1UKLgSmu5B/n4F05Ilu9juZ03N6O5k2b0b55sxs8XDpxHId+/Qsc/fUvceSzz3FzZAypNevRvfc+NK5d4w7U1W4aDSKCJ2uVASDDMmtvS9N8aDZU81/N3keUH6P5QKEspK7+gIszJTfXcANk3haLLJ8kPW0f12KNzgJS/aCbyJUbyUKjjyhZF4ssPrtWo/rA+Oiqqal+FZPi0ZMxthFasNFB1+W+Adw6cx4XOTEbGBnBOOt63/gYTpw6gw9/9xre/9Vv8N6vfo13fvFrHHn3A4zc6nd83NkcLprbz+lYajJEuflUL/g8XTvEn3tC7tzYxuYSaOjuxNa1q9FUHMWtrw7j6G9/jZN/9Zf44sXf4MiRQ7gxNoLsxvXo2rkDzau6WGZZnrUI6RYCRNKvW1qo3NdPfsFPg8i3M1Rzj7q/E/GfuwY7PoJUuTotPkaBN+cuG6lCz2QnEgkUV3ej45GHsen77Dd+8EOs+d730fSd76Hpu9/D6vsfwkhTC26wPCdXr8GORx/H9vvvR6qpGYlkmpO7oHXWDlTx1o5R9bHTMc8NM9IVce8jbOf79cl3WxgUflq75Oh+spFbkel2x9uqj3UPFrqwWp9HT3GscOUSzrz5Oo7+/d/h6q9/heOvv4YvTp/CGCdZnQf2o23PbpSbm8mDcZC0E0RXJ7fjv3jw9eLrycy10uJhEgW1AarHLc1I7dqFNbv3cQyUxs3TZ/Hl62/gxF//Lfv/3+Czz79wX+Zr2LEdbTt2Id3WyTGCdkuT2K+5dXXHU/KSItJRbzL4ZsF3jzLXk2aDuU75Z1upvqw8OoLB4SH2/TGUGhsRa250D78Kzh/98KrFMLcgEAykPHJ/i44pmauQQZO1KHuhmv1Sw31hTgaNcRty7qyr5Pq1aF63Dul0FpeOn8RRzgnO/OKXOPzb3+KTjz/BueFRNG/bjnV773c7oPJs2LXgrfzRIG2Scxgla5p4r5+uK4iEKPt7dI++LqT55z2EYE2uXQ1usl7pqgUNufSEsNSQxXBzA0bYQKpTSjQ0AWl9IjqJ0VQKEw0NKNA+T7sCO/6iBv68It1At2aMNjYjzzDjHKCN63yVjjbEdu/F1qeexcYDjyCeasGp4xfw/qtv47OPDnICDKQ2rMPkxrUYaW/igC2HIX2Vh4Pi2H33Y/Nz30PXngNuF83RQ0fw3kuv4KO33sap85fcIcfrd+7GRjbQOscFN2/iGCcoX5w5iR665e4/gI5nn0bqySfQ+q3Hse6Bh9DStRrXr93El599gYvnzqM4oSElB9ZUhTtIVpN0p5EArt+tmJcbyjO3fdld2fnE4yhkqGMO2nJ7d2LnHzyDzv270T8xhsMHv8Rnn36Os7f6kGDHtemJJ7DhwYeQaGnlIJpp5URa/LSLRCPsBPNQxCEcbZcPS7Xq68fiBq2VTNZFEw5NP6ZyXuU7nmF5zmGUZXuM5Xy8oZG6Z72QG7lp0Us8jb458PRETJsqemB9crqJs+0YGsb5Wz24lM+jr7EBvZycXWJ+n+ntx+lzV3Du9EVcOn0Bl85cwK3LVzExMur43EMFVKjKpjNSb0VXgdkebNmAA889jT0PHXD6P/bFF/j4jdfx2WefYaBUQMfuHdj8zLew+r7d7pVI9xolB6/u6bp4TeWhn3uLB7+OR9X3BbcBoWRYyqS7aqmU2zjj1afnh/Up9FWdKKxbg+LG9Yht2kDaBGzagvF1G9Hbtgq9LR0Y6+hGcs16pDq7Ecs2sItMuYVJMSuxXwwWg77uMI0GFKRYE1f9wDIaRzHBaZd2265aja7Hn8ADzzyLVWu7cf3yORz56B18/ParOHr+DHozKXQ99AC2/8FzaN+7B0VN0hIqoZWHC2K9gqBB53JBYxU9nNHYLL5tG9Y98xy2PfQwkiyHZzg2+vTDj/H5l4dxaWgUTTt2Y/Ozz6Jz3z7kUzq/jmOGsvp6q/3KryDvli9FKxTUsw54dpop5nGL46YxvWK/ahVS7R0cFqTZxVGjblGW0IMJ9XeuDZseTa0kvdbSvsrPgtvhOkAl1O1mVrsqve/agS1PfAs7Hn7YncV4+sQxHProfY7nD+LUjR4kN+/Erj/4ITY++C32dd0cv+tYhel+814Jv4d7WBlI/E//0//0HyrmZYc1eEvd6Cm+PCdER48exZUrV7Bu/Xrs3r2b9nSr+HFNlpMtsNOESh++y8ZK7lC6AXY+8bZ2tG/djg179qBr3Tp6nMT48BBG2Xm1rF2Ljez8GzdsdF9+yGgoVSiijxOyPAetDZs3o33nTrRvWI8cB7+gXbq1DR1NbUgmGlBIZVHgpFc7QrY9/CDW7N2N+BqdGdCNjr33oXPrVjQ3c2LR2IJkawdaec0xnhgHfjGdhdPShrU7d2HPk0/jweeew4adOzhQLmP85nXcvHUd4xwktnEQs/WZp9zTupi2q2dzaGpoQSKZ42S7wXW4kq+hsx3JNPlKH9RFMP0OID1pwUaf/tZCzpkzZ3Dp0iWsXr0aO3bsQCrl1v+XbOA2NbFi/uiJo56wKROV9kQmiUxnG5rbWxDnIK7IlCRa2tG1aw87uCex7akn0bRlK8apP+2OksxuyOaesokC1gGmDIsK6fzy5cs4deoUGpgn9913H/O9eUqfS6FX5bWRLc5pG7RGCjJrB5IOzNXZTJMFfT61jCQHamv37sWqXbuR7uhyu5w0+A0mwDZpEZPFh3Roeoqz3Itu3bqFr776yrntYz3t6OhwfsyfH2axoDqj8ip9pGIJpGga6xtAb28vsh1taNmyFk2bN7IN2YTW9ZvZxmxFx9pNaCe1rNuAVdt3oJuDs0xnh5hN5dFSw3Q1ODiIkydPYmhoCNu3b8dmtl3CYuvRh2JSGaVInCSwjeZVC66xXBrpdravrS1I5zjJzaZRZn1qWLMa6w8cwDYt1j7yMDJsxyc5oStr8OtKrOo9h7Je5V8sHatcCtKXdKr7sbExp9O+vj5s3LgRW7ZsQSKh3ZxBWV1IOVU6XFr4z3HwEhaVRpVULdprEpxPkJJxTFDBxQRLMGXSTkzV8KGJIgapslTXGrTv2Y92tq+Zzi5MalFCC96aHRDKI9Ope6XCQdeo2GuHdCKaDer7r1275nS6jf2g9VNR4e7Ea3YofdXzR/2Tzk6aTHB0EddiVgJx9uUNqzrRwv5cR+PFcxw9tDYjvX4t1jz0ILY/+xzWsMyWOV4oqixQX/oJC9Pc/GDl9urVq66famxsdP1UU1NT5cm95ffit6nTUN1QnHrQwiv1qwcxreyLmqjXgh6UNTUjy7FfK8dh255+GpuffAK57jXUaQb2ckjQCgQ5WFmScJDOFxvSl/qpEydOuHuNUVfpa0vUqcHK5tLpNYRKnupjGWm2t1qwGRgZxjjrk/qnzSynjZS5xP5fCwpBC8Grk3daZrcTqpKWpYKvO5lFaltPnz7tqLOz05XjTCYzQ+cGC7+ckASq+2pStUCpB5TJxhyy7a3o4Fi3qSHrvvwao11Cu8y37MDWJ76NXU9/Gy2btrMPbEQxrgUb5l3ALCB3qbQqlfsw6lHmTO+G2XRqftVua56RzWbd2K2Fcxdrg+7hHoJ2pXo5mgtqKY+z+VkoYjdv3lx4LVsE1LvDmY2fKvfw8DD+5m/+Bh9/8gkeffwx/OynP6PiK9nMoO7Jn2UEzepq9EnoTGEUGOrD8MAgJiZKKKdyaGzpQmtrEzurCYzdvIH+vl43oW3hoCvW2o4iJwANjDM+PIpBNjYjQwMoctIQ62hHIydm6UwaGUaX1aFgPYPIX7qO0f5+5DlEyLU1IdvZrM0LGBobRi87xVhbBxpbO5BLNyBDydLj4yhzQJ9n5z5xqxf58QnOUhJukJzs7kayqxMpxoHRUeQHejE60I+xfAFlxdvZjhQHg3p6lGD8TWNF5PuGMUJZ+yWzJjic6KSbGhFnZ+be43bDFZ1TUna7jjRB0nuwk8UiXn31VXzwwQe4//778aMf/cgtMigvojq8xYHyXRlYGXJxEqGtnlpoS5eKSBYmMMm8z9+4hfFLVzBRLFG/XciuWYN4VzvyuSb31RPln+Zo+g6Y0uoWbfjTUoNbbqC7uy4yVFY/+ugjvPTSS25R4U//9E+xTpPKij6XQq/So5uvEtKLYtTEzWLWgk0LRwxpTi4xPILRwQGMToxx4NCIBAc9k5yATLqnwFZ29GTZcXV2iw3p0PSkAZno2LFj+Lu/+zvn9k/+yT9xi4t6lUgk+GHqCalRFKS+kn6WT9e28H6ybwDDV66wLRmFNobFNZDSYeVlDXI5sJqkBotluH01ba1Iru0GWH/1uqX4GN96t6ezwXSlhdrf/va3boHxBz/4AZ577rklqft+Wq1+BtvvWd/ZYGWolCxLXLJQBPrYrt64iXw/20t93p+DvnR7J5KdHWzrOlFIZ1FMptmuUZ8VsTW5cF+cW2TYQoz0JZ3qXot30qkGqE8++SS+/e1vu8UF+TF/89FvUE6CsiioDdc5U7qXvWBXIfAbnE3ldlpSPQUqqMh2NkEZciy/aZZTfda3PMT+41YfSuN5TpLbkO1ehSQn7zHqVbqcLBZYaDRBY9Fmm6yFtQRn1cHuEMXkx7w4UN//+eefO50+//zzyGkRj7L5gy8rVwsbkImHaTl8JzN5a6ErkUSMbU+W+mhQfo6PonTzOsavXUZxZJD6ZmPQ2Mz2dBXSq1ajTL3qoYteK9NS+HJC5VT49NNP8cILL6CbYw71U2vYpxYKLCWV8rlYbWo0NGZjnLwmWbBTJbaxLJ8YK6DQP4Dx6zcwOjyAEiezcbcY1s3+v5NlW5+eZlvLPNdP4UWSWmOkaSy+zqUv9VO/+c1v3P3PfvYzt4BQVDoqkJxL0cZWQ9BbsgywTud0Vhjb1AmOf4dHRhHLcGyshwmNORSSSVeGY9SvznbUA7WggVUNUIstfS5tOZZ+BWtHRel0Gq+88gpefvll7Ny505VjLQj4OhfCbcVywUlANaotlTxsSpBi39egA7WH+lG4eQ2Fvh6UOO4tst8oNrazDVmHXNdaoKEJRY7bC5Nsg8tsq6kO95zCirmYClXSWY8yZ3ngt7Uy270P+ZW7dsVqntHW1ubGbuvXr59qg8KI4rN0CMcdrce7AVFaXLmpkbS3S+enoVbZXXnUNbidgaWo/4n/8X/8H1fMDhsf9ahYVtHvxEuKth02mlxs0A6bXbuYKcEUaoqH5QfNLtsYToem6VwO7YZpXr0GTavY0evz3Ww1C/Svry3lurocxRqbUEil3aq3plKTbFRSzY1060SmoxOJhgbyoxtJyws6YD/GCUSKk9zMutXIbVyL9OpulFoaUcg1IKaFk45VSHDgpqeV2iGicHnxd+E6kF2zFlnt2tm4CZlVkqHR7d6RRtzrTOkMUm0dyHFQldXTmmwDSnSfZGeqzy4mGho5IKTb6tVuoSbZqG3sevrHxEk+6YLttMqqeGoQI+24gs0G/OzZs1M7bPSUXZOLcH7cKX8WBuOtzFOucbhFKx0SXZKemHdJdlTJti5kVktPm5Fdu94tTGkrdJ56UNes96td9oudGJDcJFB2Aes5Ya5p9hsDe3KpSYXtsFFnaTyjeEc1JgvRu4JaaLuaGqYOYtSrT1oEZEeaY9lLcqBT5gRY5V+BNOd1T9YqDCoXh8Vo/Pz0+mbFpSeXqv/C3r173dM0X6fCQvRVDbdzDIaqGvqIYukU62crMpzkZrpZBzk5S3WtIq1GUmZN2Lo7keqmftvaUc5m2B4FgxzbBDKb3IulZ5F22Kic6mo7bGaTZTa3uWAmn0CfwQGhWmbXV/VY90k6awxs71JtnUirnVy/Edl1G5HUV0zYJuSTbKt1zhf9BjxJrPO8cZwFP6Z6Qvki8tOie+2wkU61cKOBqXSqgWu1sjrn/PUS5Oomg3tWQb2uWOhC1Uy7a1cd77Rgq9ZSh41r900814hsezuaOrrcocNl9S9OPrq5hbTgZSAdlF/kZMFFS77KLcO0KcBUnDXA18HMshG4ye7IkSO4fv06NmzYgK1bt071UxZW5nDY+WEmj9s4OnlYNl1+VtoBjgfK7Ivj7PPTGius2cByup5X9lPtHchrByjLgMq0GIZ1tRQwPZpZ0G5l7QbTQ5o9e/Ys+w4bxeR2HjDeEnWal5w5jn9WdSC9bo0bY2XWrUWSbekkZc1rTEWdTv3EQPKSlC+B5MH/IMmLp3npSfpSPyWdCrs4Rg3vsBHmolPj62NheVLhxTqtMx5LnPWn1P+rz2pl3c+of0pQf2opnDf7x5DOhhRgIVLMBeH0G2Svib9216jN1ZhAYwPtsJGOfD0tTGf1BtsP/tfDNM0HtBSmNbFYOs0xWCtSGsuzncts2ITcmnXuAVqeY3p9FU2vsunBBv8x/UEap0h8RL6dR/XAfPjYDhvli42Hq+VpveScO6a0V6G7G0Eqpn8zsbB0zi/ULIhg6Es4l/hm878UZStYzryHKaia+zQD7O3dJJNGZU6JHWWBE/rxVBajySxG2MGPsoMaZXM5TI/DMmdpzwHVCBuT0RQ7Kw1W2ZhoMWcilcAY3UdzWRTpHkul3WKIsqXIWMYYfpB++hpT6G/Job8ph15OyAbSGQxmchhKNmBCp79Dn5xOuDB60j4Yj6GPjfNN8r7R3ITethYM8DrQkMOYVtXpT6TFo4lsDqOSjxPpsXjaLT5BL2PE9TnLHEY4aelPxtHHkjJCeSY5AY+TtwbT+qxr8GlXQrrhxWjloCKRBr2k4D7JHEoijzTTTD2SBtONGGrtwChppLGJ6c5iPKaFrQTznKmdMTORUT92i1Yg5oC5VmzrfHQ1mivCcS6kcVFIp46KSiSNJsSaqAUHMoPlCxjnYGeMZWU4lWTZSWKMZV/nM2hgJtKQTWE1GDYlmlwLkS8Ks/FbrDhrgaW8kvqp/yJOXV2dG2GdG2J972M70yPKNOIW73tZv3saM6QshhpYf3MpFNwnaBm6xqQsNM3LobO5QRMtLQzEWeMTLJ9q37QIy7aa9X+IbVxfjm1kYxt6m9rR39DK9rWR7XmOZTXtJhYBF5Jme3ZTgWdcVlTLh7C9fx8VRulxrWSlr7PF16l0KojCkfRqWIx9oA7Idq9A0DrH0FmnZ7VTrOHsPwrsc/KkiSz7lzT1X1lQhDt8n9MJmnWIf74w4c4JC1RusU7FPAPRtncD/HSp5Qv9nL6DtlHK1lhB5wSp/Rxgne9nOR1o7sBAE6mhGSNsDyb0cIW+5T8xj75hKXGn8rd4CPStiawWESc0NmO/NMDxVW8qht6GFHqbGznGasSgxmzxBPLq4JgTrs8VC5cnYQR8lzQpdYLp37+K5jvGEKzsqtzm2f+Pcow5lMyQUhxTpTgmYNsbY3mleyVWR3YX7OIwuoe5QprUQo3UqO5qkjZqG0bZRgyxrehjm9HX3Mpy3s4xQyvHFQ3Ic3xRZLNc5I8zGvouMf9VU8II8mquqKWe+36i/FuZnG+5XH6Y7u6si3uoI6w9cVchmLnpZ+bbUVs+1VKu641gNHoPtSOUSZqY5mOcmLJA6KyOsUIBE2z29PWMPDv9CdIYJ6nj9JPnAFYdmTi49/5pP8HrhNxopyYyGBoEpF04Y8yhIY6aRSM0j9BJX5QSvwl2fHlORIJJha4BD62qj5HvIElfOxhiPFrEGaF9ntcCR4WKb1xPmdiQ59mJ5hlenxUPNlRzkMJWX1elT1+vGi4VKH/QEbtCzj83Sae7v/nQpF+ZCKRjElh/lRcJdwj0KFMwwusQaZj5JT2NkrRjSXmgUNJwYAqg+u9IZpaJudB8UI+OaqEyzAbTUaAnlkPKq0VJlTdNOFTOC3Sx8i8/liKTxuTyr/Wiuw2SWQs2eZLqshZiR1jgVDaHRCy/A7QfpHmYihwlTbB+Koxguq0FYV3NhaLCryRYORPZa4xq10pasGX7qS/0qe4HlHTXMdZ7TSr0NTOFVIoUvlrK5qLrpUC1PDB7P5+mzJWrka83t4hQIfnzIXf1AyK3gM8OKEU/bpeNvKq+k7Srzu1odPdiM8kJRfAalx58lNzOmsorfPSjM2wsfkGs5guXvrsELs0V3Umn0ojaTS3K6NVcUfBgiMQyqnGAdouo5dX/cP7cw3QZcuCNyqOmpQVe1W4OTJbQVypWxkocX9E+0KlhekFhBq8QrO7cDQjL6d8vJB2u/DqT6noSBY4tpWP1X+OkCbpq7DndwtxD/SG92kgsgL5yNsI2xFEszTFDCsPs5zSXCMZl8qU81wyifmXYypGVqWpkfgy+WQj7vYflgvRveXB7OXNwHTztdZ0ryDoYZwS39cG0HAFriyAqkmr2AZb7owh+r7TsWMmVUlk+o/ixU3eDUWfmHzt7FQR7CBvnxF8DT9f80T3wF/gxRi6tFT4+cxkdVexMG4FutBxD/rQU2RREcGHoR7HEdRVxMMxAjtQoF43oVyvvkk9wdYukMFqySXPAokF3KU+fpUkk2dAnk5zE6Cd+8qtwYq2gFWFlFq1MhCVTWpg8/jPSJ1E1mHNbdpVfdK+oZoqmMfPumwxfE1NapqX7+DGvmqjpXm5GNjSY8r9MsLJr15WCSdY792lUTmT1eqF2Izg7NjLqOESBHoMB15QeaVgJKVlJ+pQkldaa/3lH2SRfcHh44Hob0T3QcEW3sq6CWZyWBGFd+31o0G9M398J5tM46moUhtnbsM0Ntlg+1XfYAk6iUtErTgF/9pdG7r5ildTZNWTiXscK4Xab2jGX9C83nB4rJEhypzfmsb0y7V6TcuUz6P3rP8hdHCx1m2CxTcXq4tcukMDo7qRbkbRJSy0WTh96PVOptajY6ttKLXNLIZfL54oOra+S8pzZDZJNv/dQb6hF0E97md1Oxxn9m/Y/8aq8YLtcYl7oF8Cuywe/7lg5Dd/f3fDzYvkgTS5Imwwc7FyulK8ZzLw0urI3N8w9hA9L2Uyy/2aaSYZq9isHnNcHFeEeBSRE2Vcj/nM7TPRNieBlJt1r+31l9wndU/Qmd20dVzlQOA1Itagiu6knkvTjJKi4K6y+tpMt8SqiOUO7FFvaNMOJdKCY/MVplyDFdWAjJ3lpmhvoX5QpTrqwikd8g8OBtVky2L6q8FqKcd+XkB+GdV9CKRSQLBaR4+Awy9F08NTUSUifMxc6RG4CKZKrmVccMd288p8bBcfKJafDFPURXIP8kl70bvXt4afJ6SHCfqnIEOW2/BTozhYW3TBBKpUbfzaIc2Wmcj8z/NKRnasgMvjuy0X859qIVKXupknuMPIpCtoDkV5HSfKquqw6GsVvqck/ryLsttSk8hW0UWqD2b6xnYwX2U7SnGEbkOF9lte02gO2jm5vHc0smgEPpoWG28jnb+bFJh9R7vMl/psyW92UnW9fCzldlNgXMWiCZTdJsnJJZlIpHThlTrDH46TOjfeUJ7R2E2nlEfODljP4TvH2rlFkiHKrRubfEHZfLmJCK+ME9VO3k17u1etrUWFXAvlta9T9YhL/TdGUncqiI42X2G6yqGVJOTrlWOTcWIv+4nRz5dWFc8Fo1m1Q9gL7u4+WSv86OByTRadH9V3BGDcgleeoMCKnZIaJcltOsjbBriuXKB/z2L2qynLtzpekpcp7mrLb+EHjBeWJxgw6R8y1uQrs6z7qZ25LQCqrcymvKztvgjbEKNrP0pDfd87Wj0aTypcUbSSLwDzlPsPshzVSnhrNdOO/KQq71U7iW3nQqXmuu3LGGxEn/1XM5jbTPUz8N212yZ/pvti0onbY3I1Q56PFEiM1ju7dfhYRLYBoIcQoWNsmcZCqhw+2WOIaTHPzSANeNagZDn4dsaZnWFnSvKZKHLDpFH5edX6ATdbcCQ28yk+Og48G+s8pHMNroUd8gx0Pkl41T3tJggbbNdqcVauQlypf60glEkhLWE5uJgv6Oo3G2OICBJ901S6KgN88FlOXCRX9kpy+eFXnleFVk2J3co2XJysR831SGZS9aaoXpCUjQZyd/qhHV75Z9qyllx8rg44U4B5mQHmjr+1ot5sWbNyijBZiWS8zJH09Jst71es067lIuxmsft7DNFy5pEqmv2RmdV/tZuX8FbWvRbaRvCZJceqWPWQQ2l2rY3bX+kCd9VxgHfycoaJTKT4KbVQrrE6Lh1uwIbk+0snihk8qoI70Wqp2ibi2iK5av4mzALu2YhbMRZ67HTZGUJ/u+vkQuYc09LNS+6kw/LZpMdspcY7irgFvMK4KJqwaE7lxFdvPHO/VDuiBV4JjH+nd8QipVrfLoW2rz1F1u5a6Pq/2YI5QDBaLe5DJOLVIYA8t3YNMKjVcXi2c0XJgKfSz2JBe3aI3r24uonsmS+VdY1st1KTZtaWKmkfQXuWd9vKjsUO9sdA67ueJzCs1jySV0cy7wMbBdqJ4VvWGH2uYplDVYTYEHoP/6q+DPjsg6398EgLzzN9MXz4ZfPPcERHaFezpWKblFunnyx9gZoiZsLDLgWVfsLFKuFIrYjXMGHhUroKZ3VVp8tPnme3eSPda7XTEYjLlzsFEsAhUIbJ1gw6aZHb39ObI3fNH2ZxZ/t2ALvDnZCLodYr01FmvAfm7ZHQOhiY3+hR4mb1rUauV/LkvQykc/ajt8Sfd/mLNYjT8iwEnMtMSRXLzkvS1gStXSwCLRddaablgdXkxJxDzgeTRIaIa+Kp+64PyItV9I7eLT+7yX6HlwFKVq7nClS0qRUsAro3yFCT9mlXQpgZ6nvJi7cEyw7W3FVoquLElyemtQjXBFErdujDiw4v4GKl/UR/nzrCRq8p4IuleiVLfYX3bfOHylWSopr9a6ns4XC1h6g3FeCdaqTB9LYfelGtGQlhXVtc1TgoevJEq9lPtgdxJgvhMjXcCqyWBXwb9sujvPhDM7PsxRNktJvRKWSIWnKvk9Kr4SdNjWek98KuLkWsjllm//n01LEd5rg3TY1eJOGUm+eU5uE73f1HQq9fLBT8frJyvdFRKUIgqYGca/NS76d7ZLgrCEsyIijfhsiDM8FMV9MV0qISZf+ZQ5X9wDVOZlXz6Z7YKr8cMosDOMO1nPvBD3V6q9eaLyF6Dd0T72xdrAltDmKu5RJVJK7OLBeXZ1xZqVO9EtcL3Hw7HfJ+mip1B9z7VgrD/8D0FCMgrPv7dlHwqOPwz+yiIpz8ot3udORJLBE9AtaCj+HQuj8H5I1N/ACMSqsW10mAyu22BIbPSa3lejZYL6sAWgqXq/GbUixBNF9YKLSNMH0ullzlB5czKmpmr0HKXy5WCKB24cqdrcOvgzgTRtUILq1WLh1rK5WKWXVdfK7AyVpVUmXl1OqVR/UhUH+Gu/Ce5ZdYXpWIxLUdOx7FQzMajmpvftob91EOm+cD0NhutVEhnPvl2vtm3qwei9FONu68/+ZmShw6OAqegPPNqbcZSw++nwvV9tvo/m9tiwdehH7+ZnZ6diXY0zCDZBU4rElZOp9JYoZWAQIpJykMNkiTWFNHF6ZY3brLsmrrpyXcUFrpoM5+yFw5Tr/JbLz6zQ3FMU2U2QbCMeD/DUkgkmESCYndEi2lJakUQQrz0sMU9yjeGlVimfoqA12mYR58EL4y7m+YUDfMRBfG0xaDpsj1zkSaIW+5T870Kym6gYiSLwN5gViHrJUNchfgeTZMQZT8XcoWAFMWLjlOkxtBoys786udf70CK0+J1PM3shRd/ve9u72ebu3vaGfh0Pzo4cnLxqlU9+dUnVy2eqbiqEP9Nm0N6CN/fozuTQWZ/cOC7m3mlkMpblH2YavW3GFSr3mr1txhk9fOOFBF2qShKPwbf3a6LTT6m7PWzq29P8vXo2y83zZC/Bvv5kt+uG81wp15mnFM2C9GTuzo+TqeS1YnshkpCuI8KLDmIIvky1BKfT1Ft42zk+zP47vdo4eTrtJp5KWiqTLkyGZDvNuVX4x4RzaLAXlaVMKGwS0lhRLn793M5A6SexH8BzUdPy6TbahSG2YX9rQRy53SodOpq53g4t+ksmSKmISjmt/PxyX3oIMJ+ucnPA9+85OT3ZRFkbYtT+NR1Wt4ZbU8N5NqhEEX5C1OUf/67Y/ggDMuKW8yohGG7onNQRYVyEUXODaf828+FMz7q26eCV+wUZpqCHbf6VXjofqr8Gum+SnnkQEMLLnrmwluP9C9kp8UajhWCpl5ySr4EYnHbgRPMkUXypDy29FiahOn0LQ19rXfYzAU20JNS6gFxUWZGQTFVJQtSuTo+dGAZmnpSaSQ7BbKrwW7dl6vcavo0tN1X77PaIcczILsKyd3IbR0WyQ//ufgC4xTdzfAH+SvlSclsWKiMS5FGxSCybZc++bByFbZfSpg+VmLeUz3TCgqRJsJhcv7v4TaY2gID/5kFKUqPgeeVgVrKZdjPfMqyyo5RJGpgKS/mzeclO+tPpvofOYoc5MOejM18OlYrlOa59N/yX01v89HfPaxcqFRE1XO/tJhZOW9kkJu5+2GWEn7ZrFZufdRrLDtfOB1K1sqr9EKUnPdQZ1DF5eC04QoF1tOlIbB39zVmh1vEnAfmk9+1lO35oB58pIWwJswuoKDfCvuZK3yeMzBlGenqoCx3r3V6JOiiuZu7OhsfZhvtSq6O3H81nPSjRZVg0cYP6f+kC5H154FuplEJ5RhOcwiTfgHCbh7cbSCjI5dQkex1sfhp5969ppkXmQN77fAN2lW1V+5K54Cm45JJx4WU6K6r7qddFx/f+AWbejUGtgJWj07SDWQrsAIRWaQpu1YJ3aKM0kGyQiezc/P8G5RiI9/BtxepcExVemfnQgTwjMJc0r7QV3q+6fCfmoVRj/JXT6jM3PajiFNU8becmKozKxDKzaBus9NTffbN5h6iucDSHqaFYKHh643Z0uZ0RqvwQvhc9Vhv+PU4XKd1H25DzY+uRvWG3y/dCS5+6tFgfYlbqOHg3/Un9ON5IXRnNDfMp8xFhalWTu5hflgpelTRrUY1Y5mTYnVadf9OY6j51n+//C8k73zdhnkuhO9KxWK0t/PBtG4pDxtsd+sWbyxPpn9mUyvutGgjHUTRXBEOW42P1QG/XEX5M8zmFgX5DlMYsnPjBl117/QdzJbUu7lbetI1CrIPfNcG8x8mg88vTIJLB29cWiqW1g87N2fjQW5G5lphqNQFeqeZkTodOB2TKrzNs0I7/VTo9pjMZdqHEPZVFU4IJ1RFJ24Jxv3KZfdZHRTJTIssJrNO06MNzXF35pbCugh1NX6VdLu0V8q/0mhvmxhcMMc3oMWCn9f3sBAox0gLzSpXViq0EFTECSqnx8yMNmF2hVtX3cveuQZhg+8kTcO5mYXvMEdYgV7Mgv11ht/x+J3ZfPRpDUyY6gHjo/8++R2Kjyn/3nW+FNfWxspVdLeDuVwxeWZTok91QlifdyIfUXZ3A/x2cqWjmn6t3Ee5W12ohQxiI06un6hQLdAASOEsrA1aZbZDsgM/0/6m4UIExhogeS3N1fQShahJ71wH9fcwO8J91bLCCppPNYOyz0P8xUjzncp5PeOcT70ySIr6p355cTe1D5JUr5e4fGD2uQNg1RA7zC8dS5V+v8zdqfyZTEsim6IwqlzUi+hruaKCu05isqJnSu41M4Gdjd9cunS1H+/1IM5/CK98s4dIvCWVSSX6nv6K7RQPeghI97SnPgLivdPNNAW/AC68OVUQGAPLIC7FGcQ7qVeY2HcqLn0UI1jscJG63Sm6d+MEvaNESz8d8iNy5dEFkAV9Myonq3uYIxcTJiiztmMsiMpPq0f07dIt/Uyl3WyD+LVgo2Ua7QuKu71BHl/eOdCqrK+EKpRLSMBBG3PcuMXZUCamL3iNywu7yLh3ho1Hgn+tldzKm66OGFj3JWajrmau3EeFn53ElsUlkrxo70SuSDGMiGFlVmGOe6R7ubnVSPooMKBbg2T4IIlWCQKmvpyCKo0Qtr8TfP/3qHYK605QHvh28yUhyr4uNAtvi9eu86Eo+HoRfP++veDf++7LQfznnmxF0XSnVL1ezpfsKW6tZLoSSuzszOzzDN8vNemJiCjKzZH0GmW/jCRd+noTrJ21q2CLFmY2kp3RXDAdhlf+dBVJAl8+o+l4TK4gnA0E7RpcpvkJ8uf+8+J4VOyMpxAVp8hH2H8Yfhgzh8uqXe/R/MmH7q2NMHffvFTEfzPaybm2l/zn/OtrR+5z36Qof1Fk6Z8vGR+VbbtWqxdWnudDUfx8upN7FFmbW63d5b+Z+cE2WBTlN0ymB5+i/NVKBjOH3cNkfgxh9+UhCcKyUU5UriIn3BQxN3hRv2JlZYbzHciPq/6kPPT7rzDJ3YcfNnwfpju5z6BKOQzTVDmt+HFlO9Com7jrXme9iYf8uHAVc7FUpBt1rs5Q2VJxC85wCep5wI/BHD+9cBT8SnQXyW76HJdpIjNexcuuPsk9aLfsa2360adzt3ISnN2iOmT1SOFYToxcWyQ5SijKzJ9bEKHfwmSBkhWZLNpR/lhlzlueLDJNSkewmyWINUiZ01NlCURilBRGhim98OJ8m3+aZD/ljW4Vmpa3yKt0pOs0P+dOvetaZDyThTxlLFInTFeRfimn88NfifdFJ7e+Zzn9E5T3CaY9rrTJnwsbuAYyzCTJVuvZf7VQZf1o+RCugCsBJlMtsrnCWSFq1F1NqdOrcQGm/FUQ1SDdRm671u0UyGYx1EDyz3DudQry1dVtBdNP14qZkTr3SVEiuAb+gw7R/Lmr7D3I3chgZt8+ynxbuu9AFr5WzCeOxaJ6w9dFLfo0P3eiqHDVEPZr/u9krkbyUwsJs5kNZm/kx2PuhrDZv68HxM9P66zk6lsMCZl5nWm+/TebrFH8LX1hmisUxvjZfTVYHL7fO/kPyz1XIpMKt2jIdSk/jx4lo5EPpV0dtcE6bpvI+Yjy51N4IjgbWRj+c4MU5tCseSS/gazT5mBwyzTwaj83wNK1ci+4AbDu5M/za3xmg/xI3igYP0F8TL9OtgrfMP87xVcNfv7VQt80VNOzrj5F6aouZOOW8K8yjqlOkon5S3GDJ6y8N16eP0vPYsHXj8HijLqaXD7Mzkj+fPLri4+wvzlDcYXinqLb8oXxVchHVNiwXCLfLQzfPYp8HlHhfZhfP8xi0Wyy+H50dZqjTh2pR4tZr2ao5K9YyqvjPTeyNAu+OQpyMxlrIeNXKxnC99Xgh71TGLncRlRfZb3FNOnMSVIaJdIkkpzAa6eIe0hf8aVFDvV5JQbW+SfajaPli8DdIzFzmLZz/+WfpGUPhXW7VaYgHxXIY0XawDbw6GzK2hUT7BShwckh0g4Y3Tt92E92gruQkxY/puJJ0J15VfkJSp2WbHR1tsxLlbxEqYRUsYh0kbop5pEsTbA0Fknstxl0eq9QghS8uuTSWyHeTkFJkxTB3hh/z08QZsqriVkxeCxcTUgxLxKlAmIjI4gNDSNenAj8lKjdcZo5nkgkmKNMo/LLOborY2J64gyXHB5BYkzpma5dim0q6kWCX5O/kbCC6Vdc67SiOq8wIv1UeN0pA62DnJWq/ARFUwupwCmEazBI/oDZ8WI8IverxOv7rSoP710ld5EECN/7kP9qmBFHDTQfRPFZDqo3oniG46wHzYYo/+FyYYjyO1/y+Zm5FvhhwuXV5+H7qyeM7x2JPycfRdDVNweuM3+zIZJ/FZorwmFn4xHldzb/gh9mPuR4VCGDmWeWhsVBlIxGfnnUfdRVMP+CLbKEF1zqQW6RZZKDMb23PQtv/+m+/LtwHOjN/nRpdnfxrCU9vh+FCe80iOIh2NWHr/9aEeZ9J/qmwdepa7sqOgjrZdFotl+U/zBVfpRYQrtr2M9SICoes/PdomQyO98tfC+E7cL3c4HLd4XzeMyg237RiAqrOh2GX7aiEObhk8E33wnm1+dTb5oNvh9dXfplloV0r2rnroE5cNPPzHNHOE4zV4P5qYXmC6VbCz71glNbBBkkafDaU7BzJVUoIlkoIckimeREP8GrFi40wy7HWVYT9C+inJzjByRzJV80O6vYVkj3pg/lqRYp4ijEEsiTf5HXgrvSl+MhQyVO55+kBYd4DEXqJfCjRZYAWiwJFoGCxSMtBPmLQG7njIHhEKfw4lVZEHKLa/xpTaqkVzBo73SieBUL+SpK5Ui8WER8bAzxwX7EB0g0xzSeoLvidf6Vd4kk5U26tE3GtGCiuKah+FyaaO8WauhsGpqGXwYCV3GRrfJE+RNnuxHrG8CNLw/j2qHDiPUPAKMjGDx9Chc//xzjVy4hViw4vUjnRZNDi1bFCeDyZVz//Av0nTmHxETB6Uo+FJuRj0roSLe5wk/dPSwQrnNaYfALkV9Ywva+23zgp13mlaiLrwNs4iEstJO7h3v4JqJebd49rEzc63tWDvyxgJnvlvyx/tWnYBEyIN9+Prhb9HC3wcqYv3OjnpP5lQy/b9PceurqKJhU+3S3w1+08xflFwU+W1VdlTFeEpNlxAsFxHv6MHnsBIYPH0Xx2jXE8uP0Uw4m/iRN/POxSUxApPNuggUb7eJQ/gjabarXlhwFVkSwQKEXjgok7QchZ4wzTJ6kc3O0xMNS70SUWXEFizGVOGjnQA+WDMevEt4t2lRI7gEFO14sbvGStl05osCTbpUnWAjJTMbQQP8pt6+GTCYZoxY4CvQ0MoqJY8dx8rXXceaDDzB29Qri2s1CSK6CruLNOqo4TC+KZzp3JU9FloqcgSwBySxZA0XqqhAElShj8MED+phkbIMDuHrwM3z+8mu4dPBzoK8PuHQRX778Mt7667/CqfffwxBl1KtT0rVI+efSo/J2+QrOvPMejr/5NvpOnWE+B2kRTF67VqRxMJEWgntn2HjkV/4o9ygyvwazt07D7zjs3g+3Yklb+irXSPcQWXrsGmVn13u0MLqnx28YVftF+V1hZIhyW4lUbUK2Ush0qX7EYPbWvwjmp95kvA1hmeTFXefz88N7ZPzDMLsoP7LzZbPrbGSIcrtH8yM/DwXZGczs+7+bydJaKwlR9mES/HgMvt18SPDjCY9TRVHhVjpVQ5TfuVA9eCw6+b9I969PfTMy+As2i02aKvISnNWieEfHUPzic7z/F3+JV/7jf8KXr7+BkavX3DknGksUONmnacb4QmebFCvXYLzBRAQZFJDNwSoUhJN1wC8guLNGg/Ng6E7SmxHiO5O3dCNX8bQopvnqtBZ3ZmmFgnAIdtA4M2lqfhzEpV8iTkokgkWr3gEUrl3B+I2rKPb3oTwxHsTZ24tDb7+FX/7n/4LXf/lLXDl1im55J4PFp7idPPwplmBnbnDOTSCX/AZy24KWbvw0BD9Zq90K0leizHpNC+UCGUygnB/F2FfH8Mlrr+HUl4eRGqNdiam/cBEXP/4Qx976PS589ilGrl/FZLHgdBDomCw4RnHxlUrIM52nPngPx957C6MXzqE8NkYP0nGQnkDnt5Psp/Nk7nRvh42HZFJvIjJfWckMpigVVttqLXOYfDdfwdXI52NhzS7KvJgUFeekqBhczc0nP4zSE77XVXqUvd2LBDP7JH9GpqPZyPcfJp9nFH+foniLovzWk6JkDFPYv66STdDV/JnZ92d+zWxkYaLIwvhxVONh13A4n8wtiixsvUm8Ve5k1tU3+/6MJKcvl39v5dfMUeHlFmV/JzK+Pvm68ynKbzUeIj+O2eKrJ80mr9lZfpid2fvmxZTd+M1GRVKB5MJwtHJHCsVRC1l6o9Lvk+Qxd38SZST4/vx0KIx/Px+yuC1+Xw4hbA78VtqNqR/vZ/157n54jwxheyPJGSWXySToWi2NZvbru+7Dcfj3Yftq7iKL3zdbPLWSha8nmSyWdtPDXCgqnPG3+zCUHj9/ROH0+vyWi8IyzUZRaagnmTyC344KpkPB92vkp8fXt5lFfp3x80UUDhcm328UhRHlRxTF2yjK753ChMkPFybZm550r6tg94LZ21Vk4fzwCyWfl2/265pv9mVw43aPKOyUWYepOpJ5gVRNxmr3tZIfrpbwygvpQlfN3+q1k0o57tMMeBbB+WtEqYD45Yu49OH7OP3eu+g7eRLlwQFWSJWjoJ663Tic9GccAVlSytnH3MLAZJnXSdU92cin/ut8nEn6KyHHiLMokkq8n3SnvoicQOz6FJN7O4nXBO9FmtGKZHagvFpwiDNCySBKM4TkUFwUYYocU1IyliAlA36xEpJMSIKkN6WcD+o/NjiI8S+/xKHf/Aqf/PqXOH/wIDA8zAjSTjcDPT24fukSeq5cR2lsnOG0/CGJdZ5NoAeRdJIjBTPxSpqcT6U00EeaCSRXR4Hc0i/Luf5X1MFGjPfaGcQyFeN8XjtrJsaA/j6c/eh9nDn6FTo6OrBz9y5GyBgH+pCmW8PIIGK9txAfGkS6UHD8lQ96NaqSWqB7NfZs34JsYRgnPvg9zn36LjDYZ66MXr8Adq0XYleuXKk3zztClUudgpmXEybHyMgIfvGLX+Dtt9/Gnj178MMf/nDKza6zIdxQWBg1KuZmZj/9s8H81eJ3vlActcpTDWE5zZzP5/HOO+/g888/dzp97rnnWDdUHachf9KLQbxqRTW/c2m0q/GwtCwVouJTZ6W0aAXbOi75O3LkCF5//XU0NjbiJz/5CdatWzelQ0uPriL593lXS5f5NxL8sHb1y7PBzz/588NH+fX5LhSKy3iZOXxvZpPL6qCZRadOncILL7zg7KTTHTt2TA2KjaefzjAsnlpgcYdhMkbJH9ZjNR71wmxpjYKffjNfv34dr732Gq5everq/hNPPOH4VuOtNIXTudSY0qryvWKcDfI/15yoVlbC9navui+z2oHR0VG8+eabrrw+8sgjePLJJ5296dTKdrVyVA3mR1eDmf38kp3vV1ffrENaKTnDMC/dgZczoSdLgvsU6AzQvnImgML7MDkMFpfgx+1DMod1EfYjWPhf/vKXOHz4sCujzz77LNLptNN7rYjiLfjx2301v3OFeM0VYVmkI5Wf+cpl4UQmj3iq7fySA/i33noLra2t+MEPfjDVT5k/hbGy5cdt/O5hJlQeT3Ii+MYbbzj9fO9738POnTtR4MTC8kF5qavp2EeUnQ/T+Z38zeZ+p7CCn7e+WagWPuxvKWC6/OCDD1ybu3HjRvz4xz92Ez0rx768iy2j4rI4fLMPszc3XX0ZDVF2C0U9eIbT5KfT74cEi+/o0aP46KOP0N3djT/+4z/G+vXrXd6FMSf5Ql4lgZNC9qRygm0chyop1j23KNNzHfjF3+MXf/lXONs7gEdYTp7+5/8Mifv2opTNoBTjOJMcYrGk/otT5T9R1sIUxxuuv9ION7WhcldkLGeeMG5ZQl9BCm7oUQs7wQKP25VCUeKJZHCwsOBURh3qnSDtJNGrSDr8RYfqprQcISbq5xg3SSa9ouReIaK+tVgUc7oUQ4ZVePUXbumE8Sr9E+Mc7F3B2Gu/wytvvoXLExO4/+ln8Mwf/RzYvA24fBGX33kXhz/9BJnWNjz6o++jad8+jFAvGmXlYilyUhqmdaI0T1KaMZIWSxJIuUWcDGVyw4SYEiqfCqExJfsS6Zbp1eHKUqJ2suQZOskAmfwEoF0wRw7jxT/7Lzh7sxdPff+HePD5bwMtTcB77+CV//KfceLESTz49FP41r/6t0g+/iTKTS0ufi38ZNinxZXWgX6UTh7D57/+B3x6+AtsfeRR5vW/RsO+BykD52qUzx2yXpFOJJEFu/ppnQu+8Qs2il8DjAkWsr/4i79wAzcN1h588MGKj2n4MvsNoczmZginK+x/Lpir/7kgLOdCIDmlS4MGEufOncPFixexZs0abN++HZmM1nRnpqleMvh8ovQfhbnaLyYUp8mtq0h2JouZL1y44DqphoYG7N+/H+3t7c7dh4UXLHwUfH+CP6AWFNbPU7mH+fn+fShcVNzV/NcLd4pT7nZv6evp6cFnn33m7h966CF0dnY6P5ZeUXjAUG9YfKZvMyvuKMxVj9X4RGGuvH2YvgYGBnD8+HH09/dj165d2Lp161Qao2DhLG7fvBgQf4OZFZtMZeW7s5kdJl09pLT0hyF9aQIsN/VTp0+fdotgak83bNjgnizKza+nYfh8fbPpV1fZ+/qupnvfr89LmL7Xdabb7FBcc9NiNfmEsFyC+ffTaf60uCCdqoxu27ZtasFG7r7/MMJ8hLBf3Zu7mcP3PsL3UfwMMofd54JqZcaXcTbIj8Wvq92r75c+T5w44R4s3HfffWhqanJl2fhqUmWLYn5cs7V531SYjjledw9sstksDhw44Popaxts4U0kHVoYQ/i+XvD5huMI56Pdm7+VnM/SocrxpUuX8NVXXzld33///W7cJfmj0h1O/3JAOhVFyRKlb0tLOG/C8MNW47NQRPEVwjKqzNuC2uXLl90c44EHHsC//tf/eqpPDGMu8jmfnnfF6kh2JH1Bt8SmM1iwyQO3rgK/+Fv89q/+G871DuDRH/0Yj//zfwFs2wGdxVIcG4dbqkly/qMDfEfHgAmGy/G+uRFllimktGckSF+Zl3KxhEScYyW9zjPYSxpUoQTSWcZJIcYnoEOI47lGJFqaUU5nmEZyIF99AQkMr8UVx7M4gfHJIjLZDGLZRtqRz/g4MDKIybER5LXI09KKWHMLiuTP0a7bCaRdNFQ2MDQE9PeiODqMZDYFdK6m3C2BHEPDwPEjmHz5Jbz6zrs4MzKG+555Ds/9838GNvwujuLVG5i4dEVLPmjZswuxDetQyjCPKGN8gu3X6ATTxzioJ04Syb8F5eYs5UqgGEsiHU8jUeB4WIsuQ/2U5RYmtauJ6UZzE/22UX80E8oiLWnp4ZBbaClPIjlKfdy4jsFXX8Pf/+IfkNywCc//s3+JtQf20jP1++5beOc//UecPnEKjzz1JPb/0Z8Ce+iWa8J4Jkv9trBMqbyRuRZtbl3BzRd+gVdf/A1SrW341r/4d9j4/Z8wD3KYpNK0YONAYaYWzwjJJnhWc0KMhd14LBn8ildLJTI/CuOb6wXx0m6Q//pf/6vbZaOGWgMMxWUk2DWM2WSJkrkan2qoZ1rDmKsss0Fy+rJqcKan7GpQtfq9adMmt2CjOBc7TeF0heMzGWaTQ2711E8UqsVh8gkmp0hl8/z5827SpoHw3r170dzc7Oyl72ryRrlVi/tO8MOYnKJaYHKuJEimvr4+HDp0yJk1KNMimCYTNsEQrTS5VzKkL+1aPHPmjFu40SRY9V8DrYXosdZyVguMl5VhQf9Fc60X8j33mnQ7/PT5ddpkHOOARXVfC4zSpxbCNTi1wWs1uafS5/GfDcYnyr/kMlTPS4Wb9ndniE89NDg7ovQju2PHjuHmzZtusK8n6VqwMVTT62z69lFrm2f8onReSzz1gMUTJYPB3ORXadPVyqmVDdVz6fPs2bOun9JOEO2ulR+FF1XTi1++qqEWfX5dYPpVHb9165Z7WJNKpdyCTVdXlxu7yl06lV/LB11XAiyffZlWimyzQfrUGEALj9rZpAUb7RTXYpktNIZRz3RZPbsTwnHWGs5Qq8w+36g46pH2arKHeetefkVaxNQcQztO/+2//beu/a7Hgo3vW1JpscadncK7UoJlmpapQp6N0QQn8JeBX/wNXvybv3E7bB7/wQ/x6J/+S2DTVpTPXsC5U6cQLxSR46RfSyh9N3swyPFRYvUqrH/oQXTt3QM0tZF15SUn8tb5N4nCGDA+hLEvPsXVI4eRZXobc02YmChhYGQco/EkMqu60cHw3eLRkANOncCFjz9Cvrcfq9o6kUhlcb7/Jibbm7H//gOIdXYDPf0Y/+o4rp49jYHBHoxSXw0cT3TsJh+21emmRsS1gKSFnwsX0f/lIVxjHzk+NoRMUw6NW7dj3f4DSK7bAPT2Aa+/gp43X8dxpvVqKY7cps3Y8eTT2PXtZ4H2VoyfPodzR75yr0hte/QRpA8ovZS1n2GPncKtQ1+h9+IlTIyMIt7cgsa9W9D1wD40bNgEpBsQi6cRGxhi2k6i9+iXuHzqOCaKeWS6V6F123Z07H8ATVt3opzUC17MG/7XWpKQKhcYth84fBjHX3gBb378MdY/+xye+5f/Es0b1wODdHv9VXz0Z3+G66dOYzd1sO6BB9Gfa0R/OotRzq82Pvgg1u7aSZkbyTDFMLdQfO0lvPk3f4lrzMtdP/kTPPSv/t9IdqxCWYtkzCcXPf9ZkZ4q2UERmhfuqgWbMKpV7rnAeIyPj+Nv//Zv3RZeDdqeeeYZ5zaXSl5v+HpaTCw0nnB4dcymO+1a0ER49+7dePrpp6cGbTbgss5cdob56n22NMzGz+ILhzfZFhN+Wu3qy6FBmulTsmggrKc92qbb0tKC7373u1i9erXzG+ZjUFgNMEQ+b5nDJITDR+nAt5N8UTB+S42oeJUmS5flq6VZ91oEe/XVV527tprrSbt0LZK7hREUphYdVUM1fQk+bzPPhXe9EE5fLTB5TadaVHj//ffdgEqvmjz22GNOn7YQJph/M98J5tcwmy7DqBaPlQVB/0VzTb98z11jt0PpUdwie2JukwMtdmvxS6+ZaoCq3XXaCarJm182BV9+mWUv8u0F82/l2/Tpl7mwji2Mr7dpiD/tNOKc06iE4aq8EjUbfDkNUWVC/iztYR3o/pVXXnELYdpd9/DDD7tJ2e1pmwlzN36KNxwmiof8h2UwROv0dpkNUXHOBvHx5VZ84Tw3P1F6DEP+5N/qtMKo3MqsRTC9qqAHCnolUg9tjLfxtzjnCvHxr/PlE4Va0j0X1EM2pVOTUC2A/f73v3f6U9+vV3dtwcZ0IUSlwfworOD7rxV+WJmNh9mHITnMn12NBLsuBarJaDKYu+5ltrHXJ5984sZbetXm+eefd+VZuvTz1U9HtXhmg8Xpm8N56PP14/PztVrY2eCnoxp8+YRq5WuhmE1uS58P3WvHmfJICzX/9J/+07rtsAn7dgs2tNVnnIuVBZv01ILNJeAX/w0v/P3f4XTvAJ5+/od45E//BbB6Pcpvvo+3Xv0dSqMjaIjHkCHduHEdPSOjKK/txpZnn8UD3/8xmnbtZSff4LpO8Y5rvF4YBa5fQs8Lv8KXr76CRL6AXLoBxQIwMlFG/yTrUnsH1mt89ZMfIrV9E/DBO/jsL/8CV46dwKr2bkymGnBqbBBt+3fjxz/5CRK5Btz48FOceecDDFy5hALjGE5xrLG6G6vuvx/3/8EfoFs7Y1jOcfwEbvzuNZx45z2MXbvGeMdRpt9CRyd2Pvk07nv2OSqqhOFf/j2uv/MWhvJF3EAaA6kMmrdsxbM//Qkat2zCybffx/uv/R4N3V343h/9Idq++yzTyrz+/EtcJ/8zH36Mkeu3UGB6is05YNtGbHn+Wex/8lnEVq0DmAYc/grnX3kBFz96FxP9fZigfvKcT+bbO7Hlu9/Dzu//EG3bdzCH9AoT6wBJy18xfc7q5nWw4cS7L76I4zdvYs/P/wgP/vznaOjsBIb6gBdfwmd/9p+Rv3YdjZQ93dKM69T1DWbEUGMj1nJc8NAPf4DuB+4HOrqAwhD1/DaO/sWf4+AnH6P9qe/gmf/Pv0er8pAFRTKo/KjG2FXkYBbzwIpasJlLhaon1EjobIBf/epX+Pjjj93Wuh/96EdORiNfZh9mH+UWxlzTOhfe84XisHjmC4X3G1qZxU/bSTUJ1qBNk7Wf/vSnM55c3kNtsLyxvNKZQJpgaODwJ3/yJ+4p+51wp3yeLf8V7m5CVFr8NMjd7s2vBsLaXSf84R/+oXvdxHQm+GHuoTZcYwevc4G0GKZ3/7Vg6+v0HmqDDYQ1gRgeHsZLL73kzrD51re+5SbCsw1yBel7tvo9X9yZ71ziXLoyEVX+/vIv/9I9WPgDDla/853v1K2fitLP17X8W7oszQcPHsTLL7/szvz4oz/6I/dgoV5l8euqwztBD2v02r7agp/97Gduh209Jsr3EA2V1XfffRcvcqKnxTEtCNgrUfewMvDpp5/id7/7ndsVrTqhhbXFWLARgkOGgx02MmX0SlRJr8hcBn751/jN3/8dTvb349nv/gCP/sk/5+SeY/OXXsNrtO+7eQPru9qxYe0ajAwN4MLN67ii13W27cTjP/9T7PrxT4HWNhcPuSKlGArkff40+v76z3HwhV8hP1ZAa0cXWhrbkUpkcamnD1f0utWuHXj2T36ODU89wob3Ixz9z/8Jp784gqbmdgzH07jZlMWO7z6Lp9m39V25jiMvv4LBr05ifVMOHS1NuJEfw4nBfhQ7u/DID76HAxxXoLUFk++8h/f+7he4dvwE1ra2Y3X3Klzv68XRWz1o2rYN3/7e97Fu+zaUDh3E4Ftv4tTla+hL5RDv6Mb6ffux69mnkGhqxJcvvYo3X2YerV2NP/o3/wqN3/8OqATc4Jz79Esvo3D9Flazn0g2ZnGNshzLjyC9g/y//2NseuRJ6qGM4Vdew8EXf4XijUvY2NmBVurq7I0eHLx8FU0PPYzH/tW/xp5vfxvlhkYUdGaQDkuWDotF4Po1FH/zS86bXkZfPIn7/+X/C1u++100t7QAw4PAyy/h4//4H9F3+jRWNTajhbLo7KGbEwWc6R0AVq3CQ//4H2H7D36A3J77mOfDwJef4Orf/i3efvV3KO68D8/+f/9/2PjYtzQBRjnmYnYjILu6Xk83wjy7wMT/8D/8D/+hYv7GQo2ynlKoM9T2R63QakeIbTXXgNjM1Uh+7kRh//79clG95IhKn6AzbPSEXdv39+3b554SS5f3qHaSLv17bTXX02A9BdbrOzrUUWVYbn4e+OSHj6KoMEZR/kVRfo1MZjObvR/O5zUfMj6zkfkLh/PNosHBQfdEWHqUTrX92dzCYe5EfrjFJItnqeKbK2kRXDqVbnWGjV6LWolyzkqJCLvZ7BeBfJ1ph5K25/f29mLLli1uEqEdNr7/auSXFaMof7ORhbM67dvNJJP7zuT7r5XCcoUpKoyR7890p6e0N27ccGVUZbVe/dSd4v86kxZs7Qwb66dkrzbW9OD3E3Mhi2OpKEqGWiiK13zIeKnvV5uqe722r4c1fnwiwderXZeDTP7FpKh450JRPI3krvNRtEC+ipM2vYamXeJRflc6hdPtU3i8Fg47G/k8zGz2Yb+LQWq39cBNbbZevVQ7I1nCULuzYLiZdwylCq+kFkvLJWB0CDhxDMc5h+zhJH/Lth1Yt2c/PWSAU+dw+fgxjHA8tHnzJmx+7im0bd2IbGEcN/v7MFYooWvDJqy5bx+gc77IukBKKTJtpdHZMYe+wJWvjqGQSGH9vvux7YlvoWPXTjSXJ9HX14sbQ0No7ejAurWrgd4bGPz0E/RcvYmmrna0cZyw5fFHseepJ93rU4O3bmHoxk2sbWnEzgcOoP3+/ehqzOEW52l9ff3oaGnBhjXd0ELGjfffw8EPP8Ak9fnYc9/Gmj94Hq3NbbgwMIJb4+NobmnGhh1bEW9tQ7qnH+eYFz1IoIv5sO97zyN1355gYebYV7jMPGpgHj34wH7E1q8HLl/GsVffoG5OYs3aNdj17WfQ9tABNLQ342TPDVwfGsD69g62ces4kbyAa6+/jqunTmBddxe2Pf0Mmh54EF2Io+fKNQwWCmhfvw6rOc/UAlFwGHPZfQ3LneUz2I/RL7/AcdbjMt03PfYttGzeijTLqDuMmLKd+ewz3KRuOteuxY5HH0Xbk9/C6s5VGLjZg6H+QTQ3tqCBcjdtWAv3mazeWyieOY2L589jKJNG5569WL1hIzMuzSISLOgZXGn0LYLiM2fEter4TSZBVz2lsO36ZiezSPbaLVJPEs9aKSp8NYoKX43C/sO8aqFq4aVP6c50LJjOZe/7E5mbkdkbn4WSz8+ncLwrgSSXyW16ktn3Y/eWBvPvh1nM9Jn+qpHksHLhy+aXF99+PuTzqkbyJ3mi5Jeb3ft8ff/iYfcWRtfZyML65nqQ+PlyWhot3rBsUTyWkkyGsDwy++lYCFndqNU8Z5qMsJvNfgFkevL1Zddw+2l+ZDZ782vmWigq3lqopnhKcp9J0+E8cv6CMFamfZrBM4LCsihNs4U1/34YDeZ17+vTp6iws5H5F4lnmHz3WiiKh0hlu1aKCl8vkozh9PtuUeXX/IXNcyGLoxaKCl+NqoX1y2UtFOYRTnOYZC+//r3yzniZvW82fyI/bgtn1+UgS/ts5KejGln6zOyHj4rX/IfJdzOzeJhdmCw+g2+ncH69sjBzJUtjmKL8hqlaGJPNJ18/YZL/sDmKv08Wjx/OyMLPh6LiElVzM0S5LQZRCnegbXCveEmTnKCXOAufTCA2mUTC7e2QndwmMZFIYqKxAcm1a5DYvx+pRx/C6m2bkeJEvzw+gRipPEEiswlSgaSvHOngYVGBM/xR9lED2RyKmzYh8/DDSD32MLp2bkGuNYfRwV70X7+K8sAg4wOKjH1Aa0md7dj0xGPY8aMfovHBh4G169C5cwfuf+5pbH/qW8hu24JEUw5ZLX4lKDtl0AHD5YFhlK/dIM/r6JsYRamrHS0PHkDyuefQ8tzz2PzMs1iz/wCy3atQ1oHH3asRJ42kGzCQSgLtbUhtXE/7TpQz+hoVJYoVkYqVENPXqgbJ/zpl7hvAQCyOyXXrkHrgfiQpa8fjj2D1/fuxYedOrOrooH7GUL50AaOXLiLOcpVt70CqaxVi7Z3Irl6NzrZWFAcGMHjxIsZv3XRn/2gnlKisMYd0ODaO0bFRFFg2oW9O6bWnpM5TZb9P/+XSJMak30Qche4uynIAqSefQu7AAbR1dyNWnMT4zR6MkAqjo27tpZxMIZ7JIpZKYYL1a3hoAIX8eKVcTBP/3WY3X5p9L/U3ALbqKmXcw/LACuNywOJeKNUDPi/rvAy+eS6ol2xzhepVtScas7nVE3OJI6z7esH4+jRX+OGsXITLht37fs1s93OBH7YWikI1+3rCf5JWi/luxVLUl7sJftnyy+BsZa5au2OTDEMturY4q5HBNy8GLE210HzgtzezURi+HsLx3w31sZq+LC1hikI1+9mgcujrNFx+quk0DNN/OLyF86kaovzOlZYCc4k3ql+Yzb+PqHJea9jlgK+Puco5F/9R/Oca30IQFf+SgpP+gLRMEyzWxGIpFjBRUMa0GDCWTrtFG7S1AKu7kersQCyZQExfKSpOBK8/EXodSiXNlTYli2GL5DOMMnoScfTpsN5VbaQWJDobkGyIo1AcRX5kCBgfVShMMMwgr+Ntjchs24j0ju2Ita5yX3ZKdXSgob0N+XIB/ZfO4eYh7Tw5iVG9WsXmIpVnXzhKWcYmkJ8Yx3isjPHmHMZWtwPdaxHfuw+7vvdDPP7Tn2HnY48BHZQlkwayWYwm4+innOPZTPAFrHSSOihjMsY2LaavXlXaI30NamAQE2N5hklgnPJIJ9i4AYn7D2D/936A7/7kZ+jeex95UI9DgyiPjjg1X+f14rGv0P/px7hw/ix6inkMl4pud8zQ4ADjk/6d2gjGpzNs8nnXtrrY9RWnchyJWCLIH3c40STylG+YViPKo84upnW1exUq1dpELwUUhwdQGGUu5JVDRCqFhNKdYP6Qf3FiItjRQ/6C4nLZ5+7qg+nW6xuKcCO8rBX/a4ZaGtLwgGI54A9u5kML5WHhDb7Zh29fy6DX+BtF2VWjhcLyfjZabCxFHHdClG5Fs7kZmR8fUfoL3wt++LmQhbFrLVTNr6ByGi6rUWmYD3w+tdDdgLCsSyF3VN6JVjrmIrPpNYrM3a5m9mH2UXHORmH4/M18J6rmt5r9QsmH3Yf9GBl8s8HqftgtHFaI0lUtMF610EJhfMJ5XE122fvjS7u3MGGz+dW9j6g0+O1q2M3379sLFp9PYf9GUX7nSoJ4hRFOb61kOvMR9hMVXz3g8zUd1SOusPwLIeNnV598mWuhcHiffJh/g8+jVtQSZr5uhrDcs0E+q/qmg2JzMYqnVhF0p6sm7PTAlEgoHTznXp8plSfda06TSd5rB0oi6XbQaAtOHNoBNYbyxJgLq1ox1WowTMC6jPFSEaPlPCa0YSXLuq9De1Mxxy5O+8kiw2vxh6HFO09TPpXGWIoBUlqcoMfxcQyfOYvDH76Pwx9/iDNHvsSNy+cxOj4S1EemIaFlAS1m5IsYHxtDSfwYdIJWbkWnoxVtB+7Duse/hex9e91rXNpBg8lxlGIFlPQpcsrlKCaeRRRLedIEjZRP8RR41afNeV9mDAXJ15ABGluBzvVY9/DjWPXQI0ju3E25Kf/YBL0WUKS+rvXdwpFTx3Dwq8P44vIFXGV8E82NGE2mMFauyG6KI+9AmwVmjfZGyY6JYSqn8ihGPzHtSSpRZ9SzPruezlG/jW4RKpVJ0RvlLAxhsjTqPhXueGuHjcK79JSQLIm72mTFoZwMYq4nxP0eKlCBdatwXsWutZJbQ3YnWmzUGkc1eXy7sHs1N5nDJFgjqnv/CaZgfvyOezlgciwEC+Vh4XX1efn3upoOZQ7rzPyZPu1esDLt20XB91OL31pgnbBPiw0/nlrjtLSHdSfYffg6Xyh8NR6+fZQfS4+fpmppvBOvKJi/Wv0Ld/IrnRaL7NArkH8jK6/zIYvXeN3JbOEEn08ULTUUp8kbpihUsxdmcwsjnG6f5sKnHlCcUahmXw1z9W/1x/Rt6TY9iFR+dfXdZ0M1GSxsVH2thrn4rQdMH3MhQWmzdPv2gm8WfD2qf7I+yjeHKcrPXBDFoxpF8ZZdtXydDQpTjfw4dW/wzYo3rL8o/fr3/mKZXX13H+YWpnrB16Wl22A6kJ9qZLqpRmFE+ZmNLB5D+F4wf2HUQ1/i65cDuw/LGUW+f11F5haG3Hx5ZyOD8Tb+Bt/sxxfFoxb4/FYMmISIHHfTcaMA9KXFGk7YqQjeK18KnMRP0I7jnngMSVIqEUdaiydaaNW5KvxLMlhKixrFcQajfy18VOD4uwUguk+WoC8epWJlZORfgScZB+NJThbJP1gbcjN6vROlC6mUiGFCO0iYf27vzq1buPLZp7j48YcYOH0cbfEytm3fgt17dqO5MefC6lwg7R6RBEXKqTWaDOPPFvMUjzLST4JpTU6Mu1e53Dk7WvRAnjLmkaJsabeAo3TxSpJ8SfLTq+Rux4vSkNArPkWkaJdxvJVOEf2OTCAxNAr09FFsWrB8jDFFrIVoamrA1l3bsevhB7H7iUfxwPe+h6d++lPc9+RTaFptH2CR9qQBkpKis/IohH4qmmXJoTInOaSfcskd8pyknlJODnmiQqn/ZKzIsJQ5xXRS5pgyTUIW8ijmC4gVy8gmU2jINCCW0GKQ4l0cfOPPsPHJEOV2j+ZH1pibOewuuqfzaDL4dqZPUditGpk/P2wUhcNF2a0kqhVRYWulhYavRmHdG0W5hcMaGaLcVgoZotxEC0EUv9nI4JurIRx2sWmucc7VfzWaDVH+F5OqxVnNvhoZNGmIcg9T2J8/CfInK3athYQoe6NwHZ8P+fLVQlE8osiXUdfZ0mKwsIrH7G3SZvd+OJ8MYXOYzN4Qdq+FLNydEA5nVG0iKvswzYYw37Cdf28Iuwu+ndnPZbFGCPMwqgfCPE0O3y58H6Y76TIMS2+tZLD4DFH3dg2bF0o+7D7sJ4rMn13NHAWl1fzMhQxRbiKhmi7nS9aezEZR4WajecnF3/R5NdPEf45m2Msv4yhOsr2dLKBczKOsa7lE3UxObTrRekq5pMWKGBKqqyghlWRoOhpv9zUq7Qhxl+A+Re7NvLYV2MYOjqLcN+iuGC8wfArZ5kaUs+7bUgEfxaWLuzLM6BDKN65h/MIFFC5fQmehiA2bNiJ7//3Ibd6EhnSKsigY5UgmyCuLdK4BOd63jBfRODjCOPtRPnkSJ1/7Hd7/7Qs49cknlIFyKA7Kr9hzpSIayLucZ/onSExrTi+LxZRSpjNBvw0ZlJtom04gO1lEdpi8b/WhfPUWysdO4+irb+CzF1/B2NFjDE9eLa2YzOUwycSs7ejElm89gdU/+Qm2/OHPsf+HP8Cjzz+PA089ibY1ayrn/wQ60M6kcoJpacghk85o7czlixbUCoUJlAvMH3ouU6g08yU7ATSNjqM8Msa0Uh6RDiVOSuYUks1pJFPxIF9HR90OJD3MySRzaGlsY1zUgOO3OKT8+UbDb2SicCd3gzVYd6LFRq1xVJPHtwu7V3OTOUwqXNaoGnyz/Ag2oLACKZjZt1sowjyN7jb4cku/pketisssfdqJ/daxmR+79ykKvl4svjAZz9lQi5+FQPyjyHebDXJXWmZDmGc1hPVjVA9U4+fLVgt8PneiqLIyG0XxMFiZNIR1uhDyedRijrqPoqWGxRnWncHsfDeZo2Sdi/yW3ihaLCgJbtBaIUOUDEZzwULDm47D4XX1y/xsqBZnNfv5wJerFnOtUPr9cjZf+PH7MHsjGwP4blGI8mOy1kJCmEc1qsVPvUkIyyn47j7CdubPp2r2Ppkfg2+3UKqVT63+FoMMUfc+LG8MfhsQdpsrLG6L07+/E5l/Q9i9FgrDt5vNn+C7m58o82wkWD1dqC4Fn5fxmw9fFyI62TOtlYZYHEVe9AWpkmbWweoHMekWccaLE5VDb2Wl3SscZ9Fv8BYP9eB2bpQrL+woKGOvRKJNIi3JFFryHGtduAocPAJ8cgTDJy9gdHAMmaZmNHR2ArwikUKRTBU0wV/KvSLESFRex8eBwQEkhobRUppESistgyPAjVsYGx1jEuLIq1NWerq7sGr9BjQns4jfGkT+yEnG+Sn633wdH/393+LtX/0DTn/5pXtdSa946fWhbCqDTBGYuHYLOHUWuHoTFAbxEnVCyscTKOkdrtYGYG0Xcp1tSFOuwqUrwBdHgQ8OYvCNd3D4Ny/jk1dfx6Xz54A05d+yAblNGzCZTmO0dwDpazeRHBlDaiyP4pVr6Ll6lTouIq5DnJkGikBiGmKMS2fKpDNoaGxCKhVHIT+KwvgQyvoce1n5QffK+UPUHjL9A8AxyvLJh8DhL3Dr2hWMk1W8swMZfYEsrYxl3hTyGB0awfhYEalcAxpaWjkRS9NNmHtZqwWKeclhFTSMavZ3A/zG5060UhCWJSxnLTQb/MZS8Du4KD7mfz4N69cRvl58ROnH16U/ADbcaYIxH/hxRpGPWiY59UJU/HPBncIuhPc3CX459RdsDJZP86W5IopHNVopqFbXzX4usvrpM4rCndznAn9hRuR2Is/SDPhxz0eGsP9a+ahtkk5n66OM6oko/iLfzeC7z4dq5bHU8ONcjvjngqj6KMjeJ+00Eqrp1Ox9qgZz8/1UkyMKvlzV4LvNhXct8OO3nV5R6Z4tXt//nagaLH5fHiN/B5q/S8wQdW9tRthtrohKw2JQNYTlt3TVEr6am68XM89GYfjx+nGE78OQfRS/KLuaEQqqWyMHySKKJzBKKnKsU7TXitIJlONljOoMGsowrlec3Os2wBin3+OxBPKc5Jfk33U9k9D3pZQ6asb9p/BIlGNoiqfRVohh4NhZnHz5DZx/8XUcPngY13sG0dS1Bqu27wQ6uylHCoVEhvGTUznpFkvcElA25yjX0EhqwOhYHpe/OIxLr7yB4we/QP/IuJN70HXQpHVrsGbvPqxevR75/mF89dYHOP93/4BDL/4Gl788iIneXmTTaaCtHWhqBXLNiGUbkR8v4NzJMzjx9vvAsVPAuE59SaDAtE6kMhhUWpubgM0b0a1Pkze3offCZZx7/S1c+vtf4PhvX0H/iVPuk+m5VvLVgcRbt6Jjzy7EW1px6eJVvPObl3Diz/8Kn//5X+CFv/xrvPryyzhx8gTGxsfdeUFqfYMFG+malNDumGY0NmRRmhjFaP8tID9K9zjdsvTNPIhlkKNs4z03cem9t3DlV3+HQ2+/ibNXrmAkmUVq7UY0dnYxCHWp18DGJzA6Oo4C+eeYhpz0oDxXlOQoSPP1xLIs2AjVKtxyYz4Ve6WmZSlhjWhYF74+zc33O5v/bzKidOTrqpqefL/Vwi4HfFkWE3ONI0o/d+KxEstovXUrfnOhKFSzv4eFoZ56Xew80nbyKFpszFYuo2B+q4Xx3Y0Witl4+G6zxRf2Z4gyV+MRRq3+6gFftqWMd7Exn7SYDiys+hmfz9dhbOSnbzlQLW7fPuznmzYmXc78EWrJo6WCPmp0W6wVC1cqZNZ7NpzED2czKGrS3tqOsUzWLZggk8RISwMKHW2YbKd9lvbajdLQhNGmFgxmcxjKNSHfoN0ZGTELWJIm9b/yxaHYZAwpUk57ZsZL6LvRi4tXr+FGvojUuo3Y9PBjWLf3ANDexXhzGGlowXiuBRPkOZlknDpwWLRmDTY+9Ag69+xDbyqLMz2DOEde1/Il5Ftake/oQE8yjj4djryqG8kHH8LeZ7+Dzk07MThexJlTp9Az0IOO7k4ceOQhbD+wD1i7hvEy3Ws3oHn7TmS6u9GbL+DM5WsYvtVL6RMoNLei1NLOONoxlG0Cso3A6nVYR/6bHnoIKers6vXrOHPsJPpv3cK69Rtw/2NPYPU+panDfT1q9aOPYvNj30LTxi3omyji2LFTOH7sNG4NDGJSOk3qhSzmitpNxqr/eS3WOD2y3enswCp9iaqQx+C1KygPDdKJ6WReFHONGGN+tG7fhlhHM/oKw7h86zIujvZjtLUF7fsfRMe+h9DStTbIE+1U6uvD0OAQUg2N6NiwHg3SgZ5ILWI5Tfz7f//v/0PFvOSIagiXunG0RiCfz+Po0aO4du0a1q9fjx07djh7od4yraQOYLFkkV61Un/69GlcunTJ6XTPnj3u1R3FafHKn3+/nDBZlgvV4pa9ZDO6evUqTpw4gSwb//3796OxkY1fBdV4KC+iIH6LicXU50JkD8vV09Pj6r8gnbar8Q1BYaqlZ6Wmc6kQJePQ0JArpwMDA6493bRpU8VlcfVVD6wU+cJyTExMOJ3e4qBG+ty6deuU7n2/iyX/nPjSa8wd6Fe5r0C3t5cW2YY8LgBzqTNK0+HDh13fv3nzZmzbtm2qn1pMzIV/lN+VJJ8g/yLt8BTUTx0/fhy5XM61qbreCcZjJaMe8lXjYfZR5Vdu1zmpOXbsmNuxeN9996GDEywffvhwHNXi/KbgTun3de6bz507h1OcqHZ2dmLfvn1Ip9OO12Lrcynza6WUjbm02wa1M5pnKF927tSOjeapNmi+cNrgP0mjLkxm01BwG8iZKHFcrbh0KP3gAAZo18i5zqa9e7Fqyxbe5JAvTGCQk/x092ps5Byoc9cut9NlYmQUw0xvbo12suxH51ba55qg44W1QyTBiOIFmvr7UDxyBJe+OorJRAodm7egcfVqpNauRnLDOqx9+CFsfeopNGxjeC0UDY9hTK87dXVh1a496Nq5A7muzmD3h45LaGhwbXE+mUJqVTeaN25F23b62boFuY3r0bB1Ezo4XmvcsAFo6UBDawdaGpowwT6xwPRkN67Fesa54+mnsOb+fYg3tVBJlDOTQJryTySziDU1o3ndeqzZsROZNWsxEUtgNJVFy+atWLfvAJrXrgfSWSQam9FKyuh8Gsoeb21FM+XY+MS3sJX801u2Ag2c36TSiLe0obWdsrS2Y4Jhi80tyKxbh1V79mLHt57AJtbNHN0SOkdGizTUn86yUf7FCzrUOI9yz02cPnPa7WjauG0HMt1r6JhCbGQYA/kxdDBtq7ZvQvuWje4T7CNtbWjeex+2PfscNj3wMLL63LcYcr4w9sUXOHH4ENOdwfYnnkLHQw8zTbbDhu2vKyHuNoBZLADLtmCz0hoIDYS/+uqrqQUbVfxaMZ9GZi6QriyOO8W12LJUQzhe3Wtr6ZkzZ3DlyhWsY8XaxYYq5U4fn8ZyyKs46x3vYqbD5LU41EGdPHlyasGmyX1Wb3ZUq2/V5F5oemqJz0/TfDBb2Fr5mr++vj63YKN7DcrCCzZhfrXyrwfmEpffViwlouIML9hoMny3YDl0GIYvg8wi9VOq+1pgDC/YCCtB7ilUZLarKB7X1Tk6L1Ook9jz1YUWbDQZVhndvn37oi3YhGWqRUbJYbJE+a81nXPRx1xhvCWnv2Cj+t/ACcKBAwfc9W5CPfQ1Fx7+QxWF88Oa+caNGzUv2CwXwrLPBcstt8FPw/nz56cWbDTe8hdswmGWGvWI08pMGHdLejRnswUbzTFaWloWvGAjaHeNNs9IIkf85zTFa/A552BaHpMnIs7xeNvGddjEMrJm924kdaZMKol4czOaN27CGs4pu7duR3rVKnfWSZrj9rYtW7B2z33o3LoT6Y4ulBNZd66NWgKxTeRLwEAf8kcP4wxpIp3BuocfwoZnn0LHww+ia/9erHr4YTRs3Ix4A+cBOrMl24DWtWuxfu996NqxHRnGp10gei2IHRtijY1I0a6dfV3X3n3o2H8/2tmWdO3ZjQ7KrV0m2TVrkWtsYZg009WI7Lr16KD/tp3bsOahA6QH0LptGxKt7ShR0MlyCfFMBpmubrSt38z0bMcGxt+ybTviXV3IdTE++l+zey9a129CqlFn7STcV5WSXZ1O/naOZbr27UXXI4+g7f77keI8PNbcSn+V3UG5BiSpo9zadeiiLB27dmIVx+qbH34UaxlXrq2DScwy7xPMG441qD+dJzTJPNLXtbTbKTs6irPsk/r6B7Fm7Qa0b9jo+MZyGTSu6cSq3dvRsm83ctSF9NDGvOl64EGs2fcAGjpXI55guRoaAS5fwaWDn7LcnUMHx2E7n30OGaZPi3fKu1gs2CllJLjNPhUyu7ki8d//9//9ilqwqWa/WLAGQgNhdYQrcYdN2H895VksfUuvWrA5e/asG7j5CzaK0+KVP/9+KbEccc6GavKEOzEtgNmCjQZt4QUb4xPmF8V/Ph1kLaiWFrO3eKv5W2yE49WCjRZsJZcWbNra2py970/mavIuVzrCqJcc9eCjBRs9YdeCjSbB/oLNStHXbFgJMkoGTeSsvtgOGy3YbNy4cUXvsIlqWszudjayWByZ7wSl6dChQ67v1yLYUu2wqbXtlRxRspjdYsk5V74mp02WpE9bsJnLDhv/uhJRD9mq8TD7qAmn3LSoqDZVCzZ79+6tumAThXrIPRcsdXx3Qq3yhP1ph43GW9K1yrE/hq21Ds8HS6W/pYpnsaD5hR4MK1/qtcNGXZFyNqb/U/rR8gzNulX+8+f86D5On2zf0l1dyHZ3I9nE8WM6hUnKFMs1IdfehcbOVUhRNu3o0Os7WjjJdHaioWs17dswqVd6ONEXO7dgI9IOm4E+jBw9hFPHjmA4k0bH/Qew+vHHkNi1A6l1G5BUG5BtQNm99sRQ9KOFlPSqLqTbO5Bs5PxABxGrrJJiipttcqKjE8m165BYtRZx8tDCSbqTYdo6ESO/YjwBbSCKMWyipZXuq5BZtxaZ9evorxtl5yfpzoopSTdaEMo0ItvaiWYt+Ii3XhGjXrTjpmFVNxpXMU6mu5TQwoYWRXW2Thbx9jYkpDeOaSRTvL0d5VwgQ4F6KFIpOjsmlswg1tyIFP1mOadsZDzZVWuQpN+yFqOUPv3oX0cFaaeSkHQanUQ8mcbYteu4cP4KVZXG6nXrkaKepL9EewtSjFeyxCh3snsNsms3INu1hu7N1EOC+UFpbtzA8OEjOHroKEbLMex69Fvuda0Y5wyK02Wgk6JirFx9mi8WWKrnj8Vs6OaDqEFvrbDG+050J6iR0UDRSPfqmGX2MRtP382n5UA4j1dKnps+fHlk9smgyVKxWHSLT/VCOG+MZkNYLiEcRveSV7KKZDby0yZS2Qp3ar77fODLY/EKYb7z5R+G6c0nw2z2dwN8/QmWp4KvT9Olpateup0rfF3fLTqOgq/TsC7DebIYsDhE0qPFF9apyebL48vr54VIZce/X2xM63AmCSWNAus2hJkJP23hdPrpNzJ7H75O6w0/bstnI7M3fyaHdGlkCNsZj5WGsNyCpXE2+OkLh68XovRrJDdrb33UIvt84ccfjicqbxdTloXA5LK0CJLfT59PgsZY8lOvNIlPmOoJyW3jJ0vD3Qg/H/z6sFyIyrcwVcOd3OcCqWBKD8GNm4D7unHLN7xXKzGphRa9jqSFk3TGHd6bj6dIGYwns8inMig5+4z7UlKeZaeQTKGYyqKQ0qHDWqxJMBGcBzIbaHLxIaG4gdF4DH2JOG5yKng9E8dwNgU0MK5cE/lkUWRck+RZ1m6XZAKTmSTlSCEu4hyShdVx1CKJW4hhvKWGZkzqFaxcDkXSBO3yJHfmTSJNv/SnBRPyKGYoI+ObbGpjmFbKm6NbmuKKrxZKyC/egGKClG1EqZF8qY+89MD48xUe+srTpORxegxkKWoxSQcva2FJ1JBz/gr0p0Um9yUt6sYtDDEdOq+mmMmh0NCIPGlCetRijs6WkbL0n0aZpMeE4pIF9Y+167Dr0SfQ0rkKp0+cwvHDh1EcGaInHYicxViaPJMtlKcZxXQzChleUznqNeF2XCl/Steu4eNPP8OpGz3o3HkfNj/2JOJdqxUtdaYyIVNQDgNp6gelcNkQ1TDIbjkbjMVCLY2J3AuFguu8zL904U+uF6obXw7jvZg69/lWiyPsJ0yLhWpxjY2NYVynjUcM2JYSvkyG8L3lZS0wfgulKETJ4ZczkfSp8q1rFB/zF6a5YC76qCfmK281hBfTBBv0huHHW6/4Fxsms0+Ljag4jcxdba/qv65R7mZeDIQnZeF7gy/PbFB4o/nA0jsXsnCqh3YvSJ/FYrBoFFirnoapPphLG7Bc7UUUTBZdo+Sqpmcz34mWAytJv2H4X64zHalv0nmGNgZbiP5mC+PzjaJqMHdfr765lrCz+akn/Pj8cabIxgCiuwlR9c3u6w0/jmo0F1gY6d7Ktq42LjO7ufK9E4znbLRQWL7YtRqi4q5GUYi0pV8tKrjPeYvKIu3uoH45xTbSYokWeOSfmqaskpe39C9DbDLwGaPZvY7leLPvTsdRaG1BbPVqxNetQ7y7G5NNTcHCi+OluiX/6ue1ZECKsQ9xd4pH/BWP/MhMUkxaLGHAvCN9kjyh2BWr+6/49eqXFoGUlhL9aFFICznlyTgSkzEkyStFuZN6BWlS7Snd6U9+Cwyr3TEFRqwPVU3yqg8OBJIFkN4K5O38Ojk4BiPJXkJriUlyuEUXosSfPp2eJwVhGI+zD9InchoIvLv1LunUKUivVuVyaNh/AA8+9QxaOrpws78fA0ODgUTkVY5pL47OENLOIZ2Fk6AMcS1JMU/oi3+DQ8O4NVZE65Yd2P3MHyC9Yw90dtCky3SSvgTmOCo/dA1QEWnqOh/cPiv4hqNaRa0XqjUIamj0WsaXX36JN998E5999pnb9q6GVDD/8ucPNGqFDdwV3si3E6LkWkosVfx+PHYtcoDW29uLDz/8EL/73e/cFnm90iF36TtqAn23YqE6DutOCPO0e01+VaZffvllfPTRR+4dfL+81YJa/X2doDRbunVV+VP78Pnnn7v24fXXX8fHH3+MCxcuuDbC/PuTc9PzPdwZqv/aVq26//vf/95tg9fEzfJAMB0vFsK8FzOuMBYat+/fzNKp6vvb77yN3/72tzh8+BBGR0fpLk8smz7VGfMp+5J7rumuNyS3L7v10YLspVP1S6r7alPVT42MjDi5v0591GLBdGl5LdKEVa9tSpdqVzUG0NhLbn5emP97uDPCetL94OCg679efPFFvPPOO+5VFulXbtpFfrfqdiXLHZZN+lYd0FEF6ufeeust1+/pAaVg/uuVplr4+HVsMTGnNNUgUrDQYjc069AUF0dActd0P0WK06z7gIKJt1uIoNnIfZGKutCSSFzn4/Ae+sR2Yw6te3fhvn/0Qxz4wffcp7ATerUqFryaxwZMDRvKpcpcTqRFAxeeJJBNnN5iRYuLMk5yvCiv9OSygH4SpGSpjCTvE5MlylF0FNPXj+SnEk7hndyMM8G4tSso7hZt5B7wckTG0gaF4714aOmHDrp35Dw51pKjRNJVd3HeJXgVxcqUQf4r7sFPCPxq2UoLXq58k6fzIwXyPq42P1bReIxzubZ27HjqaTz5wx9gg74K5RahmE561+fTTTcurS6dSpflB5Dp7Ma+557D4//oJ1i9b79bBCJjxRiI4+5mQvdhmg+W7QwbQ7XKutSVWINzO3RY560sxhk29pTB+Olqdho06H3v3/zmN24gJjlWrVqFNWvWuAWDIgdqgvyG+YQxm9ts8MPMJ7wPyaCOQZ3B5cuXsXbt2qpn2Aizxb1QWcKwOA3ir0Hve++9h//yX/6L68iUH1u2bJl6R1xpkb9w2PlgoemxM2wymYw7b8XOsBHfeuvqTrD4wnrRvXSohce//Mu/xC9+8Qv3ZZvu7m6s1gn3LAeGWmVeSNrCugnz0mKdfSVK5wLN9QwbH7X4mQ0qayLpUKRzS3SontqFv/3bv8Wvf/1rN9A6ePCgO3dLftVWqDwsNG5DPfhoYin5NBnSu+X+V6KiUC/Z5wMdLPnLX/4Sf/EXf+F0rQMmVf/V9qocSzaR2t7FlNPnrby3e78s2KHDOsNG5wJFTdRNXh8KH4Vq9lGolnb1T9ZGSh7pTDJqAezP/vOfuQmadKkzd3TGADkFAZcQ1WSX/ZEjR9zikp0LZP3UcsHyRDL4+aMF8A8++AB/9md/5sYKWqyVvDokXf5MZt88X8w1vPyLrDxqQq7zVvQVQ/VTdobNbHyruc1VlmqQXowMqlN6qKC6rzZW5WDDhg2OwrA0LhbulH7/0GE7w8YPI7Pqnp++KCxmGqLi1vj6008/dWMB9V/6cqj6A50XuZiy+Kg1nrA//9Bh+0qU4PtbqjTMB2E5pXstoGusqzGP2g61IRo/+FiKNM0nDoXxw6mdsUOHNW+ry6HDVcSStXaJaPKuUu5KesUvbSXc1MTeXSt1oVzWokIAF9Zu5J+XGfzcYkuFj/aOJIBURyu6tm1G906mj/PTjD6NrR0xWqRgv6v4nHfHWGkPIpjiKUfngahY6DZY/AhCuAUY3sWdrJLLiEG0aMGrEPDUC0qVhRcJWtY+lsCHY1+5uvAujbp6ds6HoNgrcUzZ66qFHA/y5sFuLaVubw/jkb0LKUvF5/Roizy6579EEonWNjSu7kb7mm5kmpsQT+n1LvYLk1pkC8BgDia322FD6MtWbVu2omXTZiQ595rU+UWB4EF8Mlu+e1QPWB6sONypw7nboPSokdGg1u7VqOhqadUTCD3Z1cKNnvZogmt+BIU3/yI75ybcOJm/qEbL/KvDF5kfawD9hvCbAtsFogGwFm2kfw2KtKPBJs93C/zy4ZPvthjQhM3KjuLQvRZANTjTEzUNeDRQkE5t8XGuWCzZhcXkPVf4+aSrnoapbGpCofKpRVANIrUYpoHXf/pP/wmvvPKKaz9WUjoMKhcrtV1R3VY7q4na3//937u6rwURDQI1kfPh58lcqFbUq52RrufCy/InTPOFwqosqqz+wz/8g3uqrvp/8+ZNbzIZpnsQ/HIjPfr3egouXWrx++2333btgtqB4eFh527hhYXk39cZpkuD6onq/AsvvICXXnrJfS1Mkz8t4M9Xl+E4lgMrLf9tLKB2Vm3BxYsX3UK+9F+vdm8xMZs+V3Jd82XT4q70/u6777rxhPJE41y1y8oDzQXUPvv5sdC03a16mw3TCw8eyW5Six2a2AcTa2dPXWpnyAx/vAZbW0hC5eLgzFo60IX5oJ0h+tx1ezuS69Yh170GuYZWWutQfI6jyXtqlqe5Hf3rNSb9OHOsOFRgQlQiVBMlv8GLTFpuYRlgnOKXYN64xRuSXitKxBRPQDF9wpv22g/DBFZIfRX50q8WXhTWkfjQ2sWh+BSv80beLn65mX+TJYDzZ6T7CildekVJO5eMZB+cdVNpe2eECf5PaoFLByNrwTWXRbKtFWnpNZtzSXA7bBhQ8Tk5SW7XE6+CW3Kj3vV58XRrG5INOZSTlLiSKGv3g/imQRZ1g+nmHpYA1olPZax3L2giq0bVn/wKvlmNqfyrcfX52MKLwewNctdTQ7O3BZuwP+FubUhrhdInPeqpjwYN6sD+7u/+zu2s0aBY+lfHJXfBdBTW00qHL3c18iG9GNUK8bAw0qnKr3ZWfPLJJ24hQYNg7V4yfeoaPkR7LgjLXC/MJc2LDaXR6rdeIdEkTXrUYEtPw372s5/h3/ybf4PHH3/c+f/iiy/cJE4Tjfkuhi01llrffrmxsqqFWunsb/7mbxxpJ6DVfU2CDX5bOx9Y2DuFny//xYLVa5/MPgzrS1TH9dBBE4L/9t/+m1sIV5sgfUu39X71wfTqUxSiZF6JiEqD9KZJlRZptLPmjTfecP2U9WFhVNPBXLCS9FVvWcTP+inpVLs+9FBB/ZR0bVQPPS43osrTYkHl0Yd0qIVbja/UvurhgvozWxSwduEeFhfSt/Su3TRqk7WIrocSyh+52ZjMyonypJ51TryiaKmx0DgttNUm3Yt0fxvRQVcHzzxlR0z59SjAtElLJsWEDuDNknIo8YqYdoNM1zdlm8gt1IhkJ5qKV75Fgl3NjxaHApLbVFjnVqHJYBEj8CNf/MVYRmhZDiIIPLrwPi+PHz06L5V7eXE8K+TuXThzsyWTmSQ+FtYtBFVIdrpII7reBoYrk6eWnPQlLrcQFk+4r3W5T6FTb0GMARenU5q1iFU5wcfZ63ydYoJ8OCbUWTolCsLR5HTZUsBFxMxZ/j0sGmzQr4zVREHbxXX+hBpODXC11VWDLw18BW1P9Lde2oKMwmpioacURgovfgovf9b4WgOsjlEdp8JpgqJtyrrqKbLs1XAb/3rD57vUjbQaNCP/XnJIN9K9OrD/6//6v/D++++7Tk0w/ZnsuhotJSTnfHTm571gPObCz/xWI9+P4pLOVHb12VFN1qRTvQ6hHTUG6U9l2sr1fGBx1xt+muYD08VC5AvnmQZSmpipXktnej3yBz/4Af7dv/t3+O/+u/8Of/zHf+w+Qaz6rbKsV+UEhVuoLPVEuDwawvJF+akXfH3YAFav6fyv/+v/6iYT2v0le0FthMqzweS3dqQesLbIJ4vHSLBrFJSeau4+HyMfpg/TSa2Qf8kqXfkke5VVLR5qAvznf/7nbreCLSj4bWm9EE6TD8l4N8KXW+lT3VZ/LX3+n//n/+nKrBYWDH45nW+ehrGQ8H6ezMbH3ExeozCi7OYLv9xq8Vs7Pv7v//v/xmuvveYWaKVL06eV06i6cyfMlp75Yja9zubmy2HmsJ96QLoVX7/8aiyg10z/9//9f3cPw/xFcMlsY927AabjqLIQZbdSoLKuhUntdtRir3aRaqxgsIe4fnlfiahX2fX5zEZ67cmHu6NqdI0iac1ImHnPNsRdA7+C3QthXu5gYgftCgmWC4o6DDeWolknugQy6qtIzmuF3BkuweaXYBHEh7NQ3bRYphGWZQq8CbvZAo3PRcsyzsw4ZJpBklN83ILNtB4EpYH/Ku60oHjO7HxVJ/2Y8undTCK6OFS8URMBf2cKHIxvaZL6pCzuC1Wx4OBmLcuY7yDs9CJNsGhDOwZ3+cGrKOCrRZ0QFE01BJHMG3EroMtFPqq5he0Xm8JxLgR+Y6jGs1gsui24v/rVr1wD+n/8H/+H24mgpw9afLHBmDozDR5MBi3gaPCrwwbV6GpC/L/8L/+Lm3D8P//P/+MOy9PCjbbxKw6FUecpPmqwdd6FXqlQuP/tf/vfHOleHakGL5rAWFyiucIPG+ZhnUCUn8UkHzapEHRVevVO9V//9V+7V0tkp/ep7ewCyXynAYX8LScZotyM/IGUT2F/CyEfGgxot5Keqgk6Y6OhocGZpVNRFI8oMkS5iaq5hdM6G4XDVuO5FOTLY/JpoUbvzWtx5p/9s3+GH//4x+6MHZ0D1NXVNXUWkMqz6r3CCD4vwcy1kB92PuTHF5XnPv9wXH7YelGYp9pjLVTrNQi9SqaJhc5TsPOq5Edtb1hOczPy4dtXI59fFKrZGyxsmIfdG/9qMH9hsnC63onkLwoqe3pooHqv3V7qy3QOlM6DExRO5cDM8yUfUe5GgslbCwn+dTnI4vb1rD5fZ9b81//6X91imNpStal2HoxfTqOudyL58ynKbi4kmFm8DL6fWmmhsoTJyp90qt0GKqc6CF9jA7WlahdUjnUV+WFNX3OVqV5pEMJmu1YjX+Z6yXEnMsisc6H+6q/+yulY9xpf+ag2vvL51ZPmiqhwPj9zC9stJwmW34LKsc7DfPXVV90uXT0Y1jmC2qkr2FzBDy/4dktFdyqjs7kvhswlHV47dfXqkf+ju/y4BR7PLDI+Zu/u+dO9uZmduJZoFsmvlgp0AK9LGf8Fbx1xLjkZDxY3aBa0lOBy2nhNMpQWbqbuKzI73YnkLruZ8yH+cyQ5All5q2UKxmO8FI8zSyDnnXFXyPmv+BNVLEIkBtM07V/mMHn2Sk+FJqfMlGbas6NpfgH5dopPi0cUNggv+4ooSpfpXel3PxdGNB2Ps6Ob5aVed7NzbYTAtUIVP8bHmS3eBdBti0PLCetQw6hmvxiQUuoFyS1SxyS+RTaOem9UEwUtsmiRRltytdiiLbn6OoG2PgsaRCicBmYy6+m5vg6jHSHqBBVGg2OR+Ogpsd4P1vkWqqAayOkwWk3k9HqKniZpoUcLNFpt11VhtGgkXtrto3iEeupbsiwXTP9RpCeXeuKTzWaxZ88e/OhHP8LTTz/tJm22uKPOLgwL7yN8v1JQrSzL3siHpW2u6fF5SafSrXZ+/JN/8k/w/PPPTw0OpFeR3OeLu0X380E4P6z+a8Hmj/7oj/Av/sW/wP79+12d1rvnmsBpkVbQgd6aHEfpI8x3JWA5ZZKONGlTWdVC+A9/+EO3EKZDhgW1WfIjGVdC+ZqrDPPR7VzC2ITWyOST3lS3dejjk08+iZ///Od4+OGHXTlWvXcDxzrnu+KOovlgOcukYLJLT9Zv6qpyqoXZAwcOuIVbvQqpg3wFS6v5N9SaluVOczUshly+rrQbTGMkHVL6/e9/H88++/9v79x+rrumP77fOpOoOCUOkdBKidKTpgdUK1VKix6I4EZCcONv+N26E0IQEXHlBiFNS4uISFT13NKidYikNGjqeEHT/PZnPe/3ecczOuc6znXae3zejHevNY9jjjnmXHPNvfZ63lTdyCo+RV+d+uSzPmyPLXXlztGv6Kk1Ezbk6VrCWAuwvnrzm99cvbgXWAurXbn2BcPBtvg6X+TyEm2e0H3LW95yeK1jvsZX5POkR6b2nzn8tZatS6LRwQ18msprSXc8rZWDSMORyAzkceUBf6WI97Q8dfvJ83/6i1OHGY6Ljk7ktqWc4DAGm2+FJ1RssoM/9ERJbKhKGNcHpVcbRlV9hD95m5XPE7UfQcGH0Yk02xIUetCKdqR8JpebcC/8T+8e/LTrif1MO6t32GwTV08z8W97jCV4t09VjjIdFHji8zhVmuNSgkVt2EBu8h5rUh9zoqBsJkJ98iQLvz9n44VvI7mRZfGFcMw3vXzzq7yPbS9qLCp4Qoa/CqMXODLJ8o0w+dhs4Fs3Nlx4tBfhZYTUp0fU2cjhaRIuptzYsThhIc0ikLRs2PDYNTeCMJatxyq3DdRt6+dGDdtde+21m4997GPVDfFpp51WbeAI+iCns8rLxc9Nk18T79MorKvga9yQ8XM9/hrYO9/5zs3HP/7xzfvf//5qg8H+FSvSIm0gPXgb23Ol2UXkX/gqTyuw2OXmjc3Wr33ta9WTTLyDicUXNucvMTFfKG8fprZnXz37gu8xrzJnskH7kY98pPqJ2fnnn1/9pS2P9FNfYJ+5fW5qm1lSdRPGpszJJ59cXVc+8IEPbD760Y9WG2H81SXdxGH3IZu1niY7zGmnPuBX+Kd8jGPa8LrXva56Z9UnPvGJasPmlFNOOdI2jpV2bt8swVht0HWHOZKnlK688spq/HPtP+OMMyr/hVT9Q3Uq0aYl+zO6SWgr6wE2arS+4ssba2P6gjQ5xvKBpUD7ukhX5Cvk5UvIiy66qLrOffCDH6w20+21jjTMzeB9zJ+PgW2f2usFptBlCIetSKh5cJPf4YabMmw52GArbBDwtA2wcXMgHB+EHeThROLVSSi3DeMfn8e3ITb8LItqDs6Pa76tSz9tOgw7FFMu75+R2PBDFGbjDmri85DjbbYczbGdR7bxeuKlSvv4gRxupGwhD6cKOlHGtoU2YQWxx9u5bRdStWNrj2rTZltH9eLl7WdVTuWTtJM0BKg8X67hhAKdoabFkRuYSx+wOR7bToZcoHj6hZ808RQN76Ng44SfOXzoQx+qdr252dXiFsjDApd3z7Bhw0932Ck/66yzNu9+97urhfH73ve+6saDb9xIx2/c+fadGzsehWSjhid3uLHj5vmaa66pJm0WftTPxM23zcTziY1L2nkpfeb14Kcm/FnMSy+9dHPhhRdWiws2a3RDofR1+hMnWRK6wLVBaXVhlDRh0+gYO/DnIXmqBruykcBmg362Q7pStlqazUtAm2RLzQOc62YMYVyzucpj5rx3hTg2e/n2jDlAdrH90wbSd80zlFSdY+rAPKzxzVMgfOPLC5zZuGVT0c696CFbyvaij45t8pRou9V7DPA3CXVx06U6eRrszDPPrJ5W4mkQfmbCzbH0IV2JNo6F9BzTfnXINvgh9sVf2Qjjun3FFVdU13k2wLAz8aA83rZd2qC8Nv9cjK0DtsUnuTZdfPHF1RzAl1j8qXmNf+xuNxO8fey5DW+ibbocPv9cfppCumA32Y6nl9i0ZW3LJqOfY/HhVBt8O2VjL3PQx+ZT6k7Z6IioLjZszjvvvOpJMu4dWPOzLgPmF7A69WljHdLDH4M9XhpYQVJHFb/9b3uPX33a9IfHNFPSwPFikmh/4eBz28/V/z79QUUH/45WjVgOSkiz9aQj+WxdfkPkBEdSHZcUCj8af5irhV9Y3Sy+xoM0B7Y4wdGctIeZqbLHtiP17yD0IKZiq9dB24/nZaxImiBJi2R1zP4Om5xAl/AS4ie6UsKFiRstXvLLJgrnLBJYgDGB8s2DjvXzEWBhwVMLPD3D74HZUOF3wFwAL7nkkurbTD6ZiHmvBeXyZz55fwC/VSUfm0Q8OcMij2/q2KR5/etfXwk3K/zMQjfXen9LSQH7OZdoIWHDsDWPQXOjqzRaCMMYvlBCRCquj9DmVHgbsXrgP3yDxk9z8Df81y7QQOe2jDYiUnGlZOzym8T2gz/WOZuKbOwylhEWX2wAs4HDRg5P1SnfUqStXYf4YZ1Y+yGAr7JpjuCnQBqouw700XGMdoEPUz1j1JcSWx9zJ2ObOZWNGvveKtKIKebUlB2abEK8l1S6scXCOb7J03X4KTdZ2JibLOwIc+nZRkQqbg6RzYANW/yUT70EnzTC55Wdp7K3rSdVZ0rHOUVIV3yUTTBszPqKc23kCF8GeX1bU22X1MX1EVteruyudZbWsa1oLcsx/s06gbmZ9YOdP4TPnwrrI21sWkpK6Vxatv91krp8J+Jo7FZYsmxF4RI9eXJCtsmMbIMO01LOwflBmTrexlafSl/VZ+Qw3aGQnj7mPktS1+fKY/MfnOgzJ1Va+8+Gu2M9gXNE1ChjEMVti6uijsh26pL/HgZihu3nCeGc9Y39tPHD5ejd1AxIEWGVm4Ix61HZLLJ4mfAjjzxS3VABLw3lW3EWDCzE2AXn2zP9xpe8TKps0vBbYP21HRZufCPMRgOTL5MwP+Xh5xAs7CifehCbj/LZ7KE+FoFcSNko4kkdntI555xzqm9AqNNP5n1RObKDPZekzktiy6V+e86Fi75B/GaNp063urhdh7bLZxBsaZ+oQexCzfaBpA4b79M25V0z2AyRTQXjnc1dnpJDeJKBjWDei8WLBdm8sf1hkb1TMhZeB2Hr9Dro3Ie3xedXGejCmAfGut1QJM4eI8on/Hlpcray2LbY9GPrJlSvBJvZYwnnQvOqDRsba48m2xCv8VZ3DZgK9MFW+KquUbrJkp6EKS0QN6V9h4LeKRkTylf/MvZlU9Vr61+CLWUTCVi9rL5zY/WTjpoLgHg7tpSeTysWf56iTRph60mJTWOxcZZUWlEX1weV11Ys6geEvqEf1BdaY6jPfN4Uvq46ydEUL9qmWwK1MwaRkgFgCclRThS8vXocyLZPeeonJV4Pd3rIYR6OnWThERRJI0drpqvb9jc5JeJoaXBgAzTGKtL+4Hjr99v/maGUT2lO/EMf9nQ4OoC0iHzzhI8qxks5DmbTiUl1yIlG19MmzdJA58cee6x60oUnZoDNFu12I+yCKwyYSMnHhg0iuBnmmwtg0iUdTzPo5xDk4Z03/HSK+pSXBQplU48WfJTDzjubPzwZQdmUia5joIvCHNiLkkiFCeyInbDH2nxuTjuDrd8ey1+1WPDk7Ez42vqgDyl/tGHYjTHMxi6brfwunSfl2PDliTpeQM47qVLlTI10kB4pfVL9OmY/W33AH9tz+WoKm66JXHtUn5UcNt6OnVSeUvZTnX3EYvvYHnchVS6kyhpSl/J0zTcWOZuCdNSn0ixF9yVibZOyqWCMeTvWpQfSN9lefVlXVi6ure5zU9c+bRiAXwM02a6OIXm7kqpryvq7kusP6by29swNlpRMy4ma2W7w54wmSd/eO1rqgVgoV1KWXI39SJZWnRxtwUH8idQn0h+kOfi3vRYYq55Ic+JITDFuZtmwgX2YFDRR0lYuVmyW8Am8S8G+L4ULGJsrbLQAGyyCfPrNKU/QIPp2mLLZmEH09A5pETZgyAvKR13k4/ivf/1r9RJj3o/Dn2OmDG5Sdqlv/AXLHoM/t9gFRtAd2V4+j181+dcu+d4Q2MQF3i117733Vn+SkxeW8zQNMK55ao4n5XgyDrvxVN2jjz5axa+RKfre16Hx7ce691P5Mszpo+jQpn7pa2VMcjr5m9++tsvlI5w6UjfZYuy2jwFtseKxbUrFp8L2nbZ+oCdvxiDXn7sKdrQitCYoxdw2tfXH2JuPscbtYtg2r3piRM3kfPtxRI7HK1lK2nKYfvsf5UrqC1GC2kSTcaiFffLneKDijmh6PM3BX446+OcSHJcnMvbYn/UdNlpkzSV2oScBeww2vosIjnkKhqdZ9JMnXhjKt+Js0Dz22GPVX43inTN8AhMP+XgXADdmeicA8Q8++GD1Eys2ZcjLy4b5C1Q8LuBivAAAKK9JREFUvcNGDj+3Ig918TMp4K9PkY5NGsqm3ttvv736M+H8iXFeVkzZulHpKh4fbtNOLbZ+j01n09iJnzD8BNsg8puU/0wp0m0pkrKFdBSyq09npcmmY9q9SbcxxdYNLGrZgOGvyn35y1/efPWrX63GKZs4pNGmK0/UAWOep+ZUxlIEUuFLEo/3sTF9rouA/VySpOxj0TWtq6TKresL4oTC7HFOlEafcwvt8O3Uub8+LVmWrKO3L9hrVKoP+orKGlKe0LGPX4rU6SZ8mD3vI6X6KSWWVByfQ/t2ShF95+SlCfC5FvsXFf8vlSYkK9v/nhB2KE+waZXcnD9RxvTB2Z6wEVKkiVQ6JpuczImvn3M2XPhTkrzcF+6+++7qz2nzMwb+ihM3YvxFJ27ABJsqysc7aoBv2HlXxU033bS59dZbqz/jzfsr7rnnnso+vMyYtPzMiXfWkJf31rCZQz033njj5uabb66EvOhAvbycmBtAnsqx+s9ty1LQjlRb5FcSpcH22IMNMcX5gRi0g00ugX+1+XYtZ999sbv8FXsxdn/9619Xf2Huuuuuq5604ZinbhjH+Cnwbiv+SlfQD/mWxrmFMIWn5pEUY/iqrd+Xz3ldnfIpLyIVVgI73vXkWF98G9vq2yZNne2mRvr69vpzaGuD4AQpO+pcTz/beJ82R9t0OeryE5eam5ZISkdsqp/o0w7rs6XatCTboMsa+irmj3Xhe6rpvBSUK1knbVtwkMb+68pY4372DZux8JOQvzikDFpy0vJ18xMG/rQhLwllA4Vvxb/97W9vvvSlL20+97nPVcc8YWNvbsmH8Fd3+GtQ/CUoNhLY5PnCF76w+fSnP735/Oc/v7n++uurp3X46zGk46/HsNHDkzb8mVU2cWgvP634yle+UuX74he/WG368NereBKHjSTeY0N9fR5XlT2tXaW/P56SNnXqJoJ2Kz0LCy0q6spoit8XUnbAfvgzm146h7b2So3RXca2l2PsxRNyjGfGMT7JRs1nP/vZzac+9anNZz7zmWoTlrS8NJw/UcuYT7FvtuyKnp4D7M5Gmf1ZagpsKtG5KGlvW4dIhQ1lSHm5edDOqUM3azzWBr7unD5rB3simlPH8IN9Attp3MtfWGPpWrUmluYH0odP/fzfhmFvfZZEdYA9Bn8uCJfo3OLDbbxPu2TQ1d5jcF6n/5raBrs457eBVkuCcWk7JsYYO4vYsGkaZKmGtx2YNl1dnlQc9bY1eiq/DWOxyobKBRdcsHnb295W/bUnFgb3339/9e059XBTxstE9Sf4eDcFFzp+TsWf437ve99b3ZhxI8GfB+f9M/wZb9Lwzfrb3/72zcUXX1z9NIIFHRMzG0SXX3755rzzzqvyPfzww9WfCP/9739fLfx4Gufaa6+tNnqo1/9+u037c/2DtLXfmEgXe+yFdvPiZv1sjaeT2MCSPbRQ9vlo3xLaOCfYIQX+x0ty2XDEtjz1xcZlLn0K2XdJdu6if1/UVuzHhs3VV19djW3mAsY+T9TxycYCf+b/wx/+cDW36J1VYiq7DbFJXx2Vz0tfmHM1B3Csn6EC7WMuYA6AXL32eAxk56Y6+vZHX92pz4rmSvyRTUfmUj6xYUlkbyu2/i50TT8WtAFS+jDe8U3mVGyKrzJHkFYS5JF95Cs6xi/5OSnXftZSvBvMUtquqt+LjeuCL2NOrI0FawF+ws+6inmALxa0FkA0r0IJW1tb6Dh1bsOFPxc2rY5tWIrSflMC5hDuLfjiWO/A8/bvoveYbWxTtvSVeHLhTTT1bbC/2LFf5ye58L486ZOf/OT/HT+ejK6N8Om7Dj6fX+f6pDxtnvCTIxZDr3jFK6o48PW11cd+S6NdbTZT+HPeLLTYtNFffGHDhD/XS73E86e6ES5yTKbcSLCQeNnLXlZd9MjLJxsub3zjG6vNGvLrphgd0YvJmY0inu6hXdRLPp7WId9ll11WfVIe6dW2Lt8wWXvoGJ055qdWvDsHHWgPCyPClU51+nOLPy+N6kdYTKDnWWedVT2ZxMXMo/62+brIUB566KHNAw88UPkG/Sgdbdkl6umDbaN+TsZC+NRTT61sih9iYz29MKeeoL7kz9/fd9991fmrX/3qSkdPna5jtYNytenF3MBPHBnjzAVs8L71rW/dXHHFFZtzzz232sxRHslUpOri6T1eZs77s9CduUuU0K1rGan0CmO+wyeZG/nLW8zJLGbtBkMJnbvi6+Q6xdjnfWNcO/AHP4dq8d1F36Ftw362DKsP1xy+ODj77LMrfZm3htZXB/awNrG6pCCOp0/5MgObMra4btblGRNbr+YngZ1ZSzDnc+3HVxlb2NSi9k+J6pPOrKXwVTY+uU75+UnHUyG/AK1vrM6ssbAlfsoagA0xyxS61tVBHD7KF3zMS/wElvWk4qzMieq3ekgv1gKsAbh2nX766dUGmXw1la8kbctVOvkKX4rix+iKH2t9PZaepfHtYV2max1fADM3s6bQmkx0beNc9mBM8F5P+oU5kY0ouwFlWUN7giDHse1ENLlXdh0IPr0mnraQ3+axF2vCufhxc8HPknhqhUmMjQzl8fWl9M/pRDjpWWQhTCrUx4tDeV8NcUwwepqD91Ug5GNRphsGJlMmIf6SEy8cZuHOTyQok4u2bjCZjLVZQh4+dTNCXiY38rGIonwWeujEApU6SYuk2piDtORVW/lEb8rhPTm33HJLZdN3vetdVX22fNJJR/RWGRZ/3gXpVQflI/pLW9KFBRyLTOJ8GcozBb4NvHPohhtuqHyGp67YbAOrz1S6eWQrBN+Un2JTwA+xKf4Gc+iJbqpXF3Yu+N/85jeruGuuuaa6afPU6TpmO2RL7Ih/sgHCHMFGDjfDjCnZE9AFe5NvDqgX4YaN92vxQnQ2ltgYFvKHNuTa0dXmufT4APrwM1XmAOwpH8VfqZ+89IHaNgWqV8cIfc+7i7hpO//886unruw8D/JpIX272qsLtmzpLZ/FV9ENu3Ld0TVtLNT+tu1Ft69//eubu+66q/rS49JLL630HNNeTahubIkdsRnt4pi1CvMqx9iU6xTxpCXNHHqrz0H2548acJ1i45OneLnhBdIhNs8UUJ+w8w/h2BM/5WllznXt55i0XXS19XTF1uHLIY6NRd5jxprtqquuqr4IUZwV8g7RoxSyHYJtmV+xNf7K5g3XMH2xg9+MqTN11KG6ZT/5MX9FlTlXT6OjN+1SurUgXbWOoD9oI9c5Xes0N5O2yV6erun7onbok3mb1zswZvnimi+8aYunr359+ngqWwTLIecnffwnx9GV3Q5iB05Jw7WB+iQ610TPpM+3jXzbwOOhLLyYLLmA8cgzixzCpD+f5GViZYOGvDwBwjdBpOUCrgse6ZSHc1142BjiosMTBHzbzQJKGxL2ZkR1Ts0Y9dKeJtRuFumyPZsh2DTFXPZZG/gd/oUt8Vlsazchl2rHNj4zFVYXxj4bszwFwDhmDGNPwvcR2Ubjd0i/4ZPMj8zF+Cl+q/kU8NUh5Y8BOtkxlLOBTzc2XH8QbMqcythnTuWah025QRNT6NW1/SX7WX3SRWw+YfXHptiTb8V1nZKv+nxBHmwqe7HWYm5lA5x1EeeEW99R2pQE9WAj/BR/xW9lY9adiPpi6UjHtfS7nTdka/qBa52+6NUmuvXzuVmLfVNYmwdBSXZ+w0bMMfgZuIg2ULSo4pzdbcVzzK63BjrxyqcwQRmEkZ58CAtgfVK+dsvJr40Y1UOYwvXNhr5F5pzwOfHtHUpTecQjtF99IzvKbojshigseCLYTMiG8nt7U7Fk+6HfUpDv4ZN8YkMWV3wiNo2Yy7a+3ins6OvoUye2Y25k7pNdZU/bJspekm9YpJvXD/0ldbRNlwN72bxWH9lSttWG7VhQn/Tp0i6rM7IUNM5pE3rpPKWv5omgG7KffAe839T5ke+HOWjj41Nj7cr8isiPBf7M+RL1zzFnP5dA9taan3PbpjX1RVvG7jNstot2C5bDSXKyNYkuqqm4ISJScX3E6wmaKHNpEFAY2DgrWpxxzKSr8FQe0pFGGzuqFxEKl44c2/z+XMcpsemFTyNR2roybVxdupTYslPHWkQQ5vW0aW06Gze2+Hp07nVdqqCvRKTSLUW8vZvCxxawN23SQ8f+3OadQ4BPOydZqdOxRBtUfx/x9etc2LRzS04fMdSOQ0R4HYQ9t/FjSp09LKn4KcXrIHRur88K1+fSRKTicmL7qaQP58qSfk3xbYQySursJaeL6hQ2rK/kSKXNSS691U3Y+KXJ0vXLidVb+Hi/UTO2D48h0r1O1tamkBAvszxhwwSRkxS5cBrQRF25lqZ0Nl7HVpqw3yLwyVMwysenfnOpb8+BT6VTh3GssjwK07fFoLzC24yymMiUHnz63LkNT2Hj1SZAJ4kgbd2FQmnscRO2fLB5fH6doyd94PN2ZWj+JqRvrp6x6/dQnxXh9fDnHluGpCupMhCRCsvZk3DvK1ODTswPSJ0+Gjvg2zE2VifpaMXjw6SvDSdM4Tq2UkcqPpePMGyrJz/QwaZVG7zOc+PbY4+nxs/v2Er+aPWyPjolbW1TwoaUIfHnVupQvE/vz8H6pq5dNo0991ISX6aOu9Sjdtg26bMEKtfqav0UsWswhSGE8ZlC5Qp/3haVn6vHkiu/Td6psHaQDYUNn0Jn1ZMT4c/XiG2Djm0YcIyvy99tXB+UX/UMEeHDbJywaRQvv7PSh1R9dVgdgjypPpHtmmSJTKXXidlzT/GGLukUKseXKWe18Qqz4f4cOBeE2zhPXZzw5YENK0EbPQSLJ6QksmNKwLebc6tzKp3C6ujS7l3F26nObmPby/drjqX1W52/tfHDqehqt7p22bL69kcu39L6dwi+LSXs1pcme5ee19vS1g6kK22zIeX5vDrXmMnF23CfxtMUPwSrz5j19CWlk9dZIuzxWPStw+qrMurm2LlAt6XqZW3XRNt0U2P1yumI7X1b2+Rrom++NuTKLqF3iq5lkX6Jfh2MS0mfa2I1GzY5o6xpgNg2WL19G3x7yOfbrzw+L/j0qXT2PFV+H2z5ljZlK41NW0InkdMtRSptl/xBPWHL7rSxWcnxMhR0yelDWyTCt69te1PSBp9+rs2EXcX2g+/Ltn00Bjm/sjrNqV8Xlq4ntl6LLQU6S1LkwpeA7C2be9vXtWtMrB5z6TCUNerssb4h1B+2X3zYEJmCqeoJgrlZ1TtsIBWO6LHWElJXz1KkpI4lbedFeuozJarfYsNsGn8ckheRigt5ooSt+kvKdn4M+zgrCk+l7SpCxz5+jaJ2CBbePk1IO7H+ZkU3M6m4kP5Swqa5PttHEak4iSeVJqS9rMmGQ8bKGseZ+kafJWRIWSIVFxIyRFb3k6jULvEase3wbWrbPuXrkl50ydeEyhlantdJTlpH2zq76Ka0Nk9dfh/Xpa4gaMNafKqvnm3GelfQpa0+S7av1U1tkqyBtegZBE3jaim+3KSH4peir0Cfpem0i+h62iS7wJL8Sbrsim2DZbGoDZs2Tl430SguJWOTqrOEpGibbkqYqMbSg7L9Sy3bTIylbKP6UiJs2BL6I3gi8gcrwp8Lmxbx30Apza5h/bmNKI//tDYTU9vL6rhGsJdspr+8lQI7I5BKo3JSEpTD2tPb2UoqPodPV1JKQVnyP0/JevYZzWVNfUec5jz/GXRDNpf0Qf3VV9ZKqi0lBeyco7BgfUTfNbO3Lx1uco6hE3QpujpxTmfbHisWH27PcyKsngr3aW14Ez6NLaNN/hK0tb1N17W/5sbbtUl2Dd9fbdpJHuVbW3/XMaSfbR7Zp69trA59dPE0laH6rCyJNra08fa4a5v6tt3W00bmYO76d5k6H81t4nTB9l1fWRMpe7Zth/Jid/vpy6tD9ahOW7cPKyldSZWRkxS5+Fz6OmxZffIH/fB+3cXPg3noOkZseh13yZ/CltNFPFP626reYTOFgP204WDDQtIi/HEbsYsML4RbbL6lidXZtkFhQ0Wk4kL6S5c+Kt2nuybYxWLjLD7cnvcR2y+SVDqkRH1TitVX5OK7ypC8uyhDaCojF6/wXRCLj0uNUcSns/i4XRJrA56is+eI0gkdK9xLXRlNUlduXdzaxeLDdbNmw5sEUuFdpVQ5uy74eNhqNyU1h3WZ07ys1U9mecImpQgyJamdsmBc9sHmU7RRiweYetzsI7K3lV1hjjaprlydqXB/rZB0vRHZBbCPfiKqdhFmpSt98uw63qZdpIlUHmTt2Dak2oW/6saqDpvX5t8Hmtrbxh77ZrOlIz/uI2sm1Z6S4tml6/w+orWaF0sqbF9Y1TtsSnaSyvJl7qsjDCE3eXaFMrgRUXn2eM2oDb4tPrxOLP486I+1JWNfIqz9dYzIN62PrlFsu+ooPS9aHawIe56rW+HqM8kasG1uIxbO5XcWf96Wvvl2He9XXUSk4upkDuj/tpIjl4bzVLts+jrZF3y7Gd9D1j82f2quCKZB/TdUupIqYw4ZU5cg2DeO/epXv5p8lZBbmIy5YOGiBdShb2WBgf+kJz1p8+9//3vzne98Z3PHHXdszjzzzM1ll11WxbelzbdGfZDeKVQnaZrqrysnRZvybP1gzxX/ox/9aHP77bdvzj777M073vGOzTOe8YzNY489VsVp4uXxXXjyk598pFzi6Kcmf7GTdy7tmKj+Jn0tVucmSCuh7Ntuu23zve99b/PsZz97c80112xe/OIX176MFHJxbfVQ3aly2pZh6VJOXbs8qTK87joHxj5+d//992++9a1vVf539dVXb175ylcePlZOesKtHrY8sMdrImdzsHbiU2l923P86U9/2nz3u9/d/PGPf9xceumlm4suuqiyZ5u81KX629bXh7r2l6xT7QHK1bHaqGNh02g+xFf//ve/b37wgx9sHnzwwc255567ecMb3rB52tOeVqVXHs0Ftmxhy7XHUyO9UjqOQV07se83vvGNzT333LO58MILN5dccsnm6U9/+qHd66grV+3y7cvlUbi1iY5L2ihXTxusLjY/86NgPgXWUtdff/3muc997uaqq67avOhFLzr0TcRe64XKK4nVs235ORtx7Mvw4TqvKyN1LOyxIB1y3333VTZlLrjiiis2r3nNaw7XU8RjU59feZE2eF0Q8upT5fh6UqTqbZOvCemjsnTuseHShfOm/IrDzqxhb7rpps2pp55a+fHJJ598xI8R0BhQWfrUcV983rqyqEvY47kYUweVfdddd21++MMfbp71rGdtLr/88mo9rDmoL0P1HtLfwRNRf5Sy65D+TelQV95QX7Ic296oTO5ZOaOP6eS2w209usCxYXPddddtbrzxxs1znvOcauFGOGmZnIHJW+ltGV30LtV5uXK8Ljr3OltsXF26OqQPeXWM3ZhMubk47bTTNuedd141kZLG1sdig09si2gRp+OcPqrH0kf3FKmyc5SqM4XsArLbAw88sPnZz35WbX5dfPHFm+c973nVoo20Xm+dl9SRsrrYR3gd/DllqmxbRypdW2xalaPyAdvik7/73e82P/nJTzZPecpTNm9605s2L3nJSyqb+rpFLtzTRddcmV3KyFGybMpq0/5HHnlkc+utt24efvjhzTnnnLM566yzam0Kikv1m6er7qlycmW0aV8dJfrMloGfcv6Pf/xjc8stt1SbYdysvfa1r618FtAZ8TfBfelir7Xz4x//ePPb3/5286pXvWpzxhlnVHNrG3wfCcKxn27sLEuzIfoN1Ym1kdZJsgPXqZ/+9KfVDS6btayrqIt40spGQTPYCfnDH/6wufnmm6swNmtPOeWUwzjApt7ndGzD6pAv2M+2eadGOnr66KuylJd5lOsV69c777xz88IXvnBzwQUXVBsDtnxrH69PCbvZsruUl7PNrqD2/eY3v6k2MhkL73nPe6qN4aEbNsFu03ds5MZfXXklx+GiNmygxASXAqPZsjkmTIuL//3vf5vvf//7mxtuuKFaFL/85S+vwkmnCyCLEk0Eys8nkiLVUX06L1U+5aTKsmlTuvnzPvrkUFm6YaAubtr4Vvj5z3/+5gUveMFhOGmtLsprw30aofzKU5I+ZZPH6ix8uMruivLwiS9iT27YnvrUp25e+tKXHj61RDw+miK38UUeJBVnaUrTlB98mtSNJWmoqwl7c5TDlmPrJlw3F7IXY/5vf/tbNb5ZmD3zmc+s8iCynS3Dk9KnTTs8qTratLWJJv2Bdkpn0ub0t+Wgm9JxrDI4/s9//rP5y1/+svnXv/5V2ZTxT15sb+dRwbE9LwX61JWdamcJPXy50qMr5JNwnfrzn/+8+ec//1nZlM1apQFdq3w9ireQRv2HKA/H8nnls8f6nAvpKn27ovy0UZtdDz30UOWnbC6wsYB/ks62VfXp0/q+R2MhZUdQ2Tqvo02aPvhydc6n1dfqqS+tfF7CgHDaDPgom7U8raSbKOJlm6FIx7Z4nZvoWn4qfZc6bVody1aUzfGjjz5aXfs5xqb4q9CmmfwOUnZWXzXRtf0em1/H3h5d+8SiMvmkHFvH0HJlQ2zFeot1LGsCrmGynz5Vv449Nk66KZ36J5VPKK4ujbDtVl06zlEXRxulYxu/kc1sHumd0i0VJ4hTGqWz6RXOmGDu5in+K6+8sromKl0QpOjjHykfhaaySvri3m7YgAY9kwrHfMvOEyHcvNlv2LgZBi6IJY0/lJQudfbTJGppMwn3hfo0gct2KR2EbjbULh3nbJ4Kz6WdC7UXvdSeuj7KYfuJmzbd9OrGl3ool3RK6+tJ2b6UvXxddX6V84GUXRRm49C5Tm/SKk1KD1u/yiWd8ulYcbJtHSl96nTMkaqnzpZtse3xNOmpvEpnj/WZ01G+yvjHV2V7+a0vtws5P/JQvtpgz3Us3SnPHqfSN2HbomPKpLxcOU1lKx6bqSyVpzpUdp8NG7XZ4vOLVNo+5MrvwtAysCE2xTb4KZ/4qeJSNgPVa21h01q9OEYUr7hc2SlseSXx5UrXOnJrIMIQ8mu8A+fyMdZRdXbtStdymtrmKaVnW6SfH2PYDDR/4qs6z+lIOpWnT9Iibe0wtP02vz229bfVJUWdfkPLpQ/4xI7//e9/q2PZW/1BGmvbtpCf9ORtyk+84vRp8+TyCesHOXy8r9PW14Ty2jzK5+tpg9UFbFkqW/bkJ2unn3764U+Eg6AO61dN1PlTUzld6mlirzZswJbPscL5ZEHBt0J88vQCEzKTgZ2gdexRuZRjj8fEX9ghpx+kbIuOde3qCnVoscbCgmO9D4ALH3VZG4HOsTuf3oZIF7qmT5GybR1NfuFRO+uwabCj6rCLZsJYIOtGDb2t7qSrawv5+mL193XUtS3Xdmsrjm06a1/CbFoL4fI7JLWo9fUQ79PIF4XSeXLha0B6N/l6ro30ibeR4Fh9gC3JTz3yN/sznr509V21gU/Vy7HCCbPHNk1bPVNlWfw80bZcoDxsiE9jV+ZTzalcryjL++0QUvo3+UobvN8MIaVjE6qbvDrGnrSNc82lqbKt3uoPj9qn/DaP6KJ3Kv9Y5HRVOMcp3WUHbEc89tQnefFT4khnyxtKSpccXevsUnYJZENfL3pjO2wpP+UcP7PzCelSOvexty2nhB2snqkxk9N9KG3KTaWRn+K3oPlVawugTam2WFJ1U476T/GECXssmtogSKe0fKJfqn0WX7dNn9KlL1Y3sHX4ONXr67fhNj3XRO4zWFf4PEFQh/WjFE3+1JS/Kb4Lx+67777JvbvOAGMNNhlN5euTcCZOzrW44JwJQPi0OrbhOUhTF98WW46OU+USZ/VqU7/SlUL1WT2gSRfZti1N7RpC17Jz9itlV114wetGuBbDQLy1dV1butocUuXV1dEX24Y6O/p0tEkLrr56qT5br60jdZzC5m+iqZwhbanLO6Rciz+nXIT+0DFpkKaFbhtUlvRvOtb5nKR0bsLqrWM+yWttCzrvinSSPrky+pTtUR2q0x+n6JK2D7Y8zYm5OqQ/8ak0ihf+HLrqnypjDnJ6K9zaxmL9MpemCfKRp29+UBltj6ekrk7sl5ozZYs6KLdNOkvp9lO/7DqHbfuSml/VD0P8RHNMF2xdbfu9q36pchXWt62WoWXk2q22sg4mTYn1RbA/5Pyy7TirY6jPW2LDZhuuydPunBNu8/j8HsVbxmqL6FJnKi3kwodg7QXWnnUXqpwuc9g8p0uOXL2p8K5le3/Up7erTSOa7NHGXr5Mfw5d7J7KD13KSKFyVU6uHovSyH46Bp+/TXkp+th4SrrYPWXbtroP7V9P1/JyeqbCS+laohx/g4CoXF++0oxFqbJL2KW0LiovN/6FTa80ufbkwrvqXsJeObrq0hbKRW/siQ8jOpfthrRrbBuOZZc+oDsiu1kbWlJtVLqu7e+aPkWuDK93X3LtLYXKsvbLtcmHWz28TnV6E5c6tmXY/PbY5hM6tvktNi3k0uXCm0jpJFJhnrb1UlZTW4OgNE2+VtIX92bDxmMHdgzyYCxS/tzVz3L+SfhQn03p51nbuOhrX5Gzdx02bRubNlG6PMi1p0v5fWwzFl3tMofOpX2hCeobs50lfGjpNPl4U7wlZ5eufTSmfcf0F0B3W4c/D9ph7bYWG+b8di39b+3dhE8zVxupt42+Yil6l4C2rFn/YH00+VtJf9zbDZsgKIkdlN6Hd+mCmKNLm3JjPFdG1zmhhC59oN4llwcqUzYqXX6w2+TGVvhREARTk5uPUuzLHNXFJhBzdxD0p2m8dR2PdRz75S9/OflorZsgYvII1ogGZcp/fVjJAbwUurSpboynyuk6J5TSJQiCo+TGVoyjIAimJq71acIuQTANTWOty1hsIt7MFARBEARBEARBEARBsDBiwyYIClJyN3XfCNsFQRAEQRAEQRCcIDZsgqAg8XhpEARBEARBEARBUIJjv/jFLya/w8zd1MbNbrCLeL+OJ0nGp4uNY94JgiAIgiAIgqAtTfcaJe/34gmbIBgZBqyVYFlEnwRBEARBEARBsERiwyYIgiAIgiAIgiAIgmBhxIZNEARBEARBEARBEATBwjh27733xjtsgiDYKbr+zCnmniAIgiAIgiAI2tB0r1HylQvxhE0QBEEQBEEQBEEQBMHCiA2bIAiCIAiCIAiCIAiChbGoDZv4ay1BEARBEARBEARBEASbzbF77rlnMe+wgXiXRBAEQ4l32ARBEARBEARBMAZ7/Q6beMomCIIgCIIgCIIgCIJ9Z5HvsIlNmyAIgiAIgiAIgmAMeLo6JUGwNOKlw0EQBEEQBEEQBMFeYTdoYrMmWCrH7r777lm9s/TgoDw9oRMDb1qGPhkV/RWUoqsvhu8FQRAEQRDsJrl7w8cff/xIHMdD72f2mZydd5EmPynpRzv3hM0+OUoQBEEQBEGwLGINGgTLoe7G+aSTTqriER0Hwwk7liV+EhUEQRAEQRAEhYiblSCYB22+WClFqmxJ8ERSdhpbdpWd+0mUsOXSgfFtx/iMNVCi78Yl1W9rt3lXXwwf21+6+Er4SZoYb4FnrPXA0gnf7k8Jnwn7B01+NMRHxix7V5h77p+yD5raWtIWx+66665ZvWsqw8YgGp+xBmn03Xjk+mztNu/qi+Fj+0n4SRnCjoFlrLXA0rF+zfG+2qEvpewV88t+0+RHQ/yjjY/uu//NPe9Naf+mtpa0xc7/JGpuxwn2A/ysj/QhVU5fyZFK20fWQCzu9hf6vkv/r9XHgwNS/ZeToB9huyAIgmAOdnk9P/uGjV8kSUoRN2PjMkafrZE+frZLvrnW/o/5IRhC+E8/5povuvRXXNeCrlh/Cd/pRtgr6IvmakkwH3Paf9fXY/HS4SAIBhM3rkEQ7CJxAxAE4xJjLOhL+M5yiL4Yl2N33nnnIu+0St8Axg3lOEwxQNfSd11t0bdda5kU5+y3tjaKeSGAIWMqfKif/eaw21r0XDNruT6NRfhLP0r6TfTB/jD1nN6mvn31v7nn/jns3tTmkjaJJ2yCIChOLJiCIAiCIAiCIAiGERs2QRAUJTZrgiDYFeb+1jAIdp0YY0EQBPUs5idRY9/kxU3kOExxoV1j37Wxy9B2LXWRs8T+ytkq5oVATDFm9406m85hyy5zZvR1EExLqTVNjN39pcmHhvrG2OXvAqXGcVeWuKYoaYtjd9xxx+zeNYWRYxCNw9gDc6391tYuQ9o316RYx5L7q85eMT8EbcZT+Ek3ljTmusyX0c9BMA9D1zUxdoOcD5XwjSb/VB1Kt4/+SNvnbP+UdTb5Q1N8F2bfsClt2H0cHHNS0hl3qe/a2mWMNpfokxhHwb7RZtzEuAiCoAvMK5o37HGQpmkeDvsFcxLrhGba2GhMprR/XVtL2+HY7bffPptnjWHUmMynpaRD7lLftbXLWG0e2i+7Oo58u0pPqMFukPOLuL4EQRDX1/Fosm3YLgiCJZGas8a4t5jlpcNMuF0m3a7pg+Vg+62uD6N/yxL2TDPGJBrsHm3nrSAIgiAIgiCAse4zVvVXolg4N0mwHNQftm907CUIpoLJVBIEOezcFPNUEARBEARBIPx9xJj3FYvesIlF8vLJ9U/02/rQeIu+C4IgCNoS144gCPaZmPv2E9/vY/rBsdtuu21WL6trXAyA9eB3Ffe97/rsspa02dz1B0EQlEBzWcxPy0b9M+Y3jEthaBuH+HJT3WsfJ2O0jzJj/gjGZJ/mv33F922uz8fygVX9JCoIgmDpMFnPLUGwa4RfLxs/90R/zYPsrv6Q7Ds5u6QkCLoSvrPbLKFvY8MmGExMUkEQBMHYxLVmHaifor/mIeyepq1d6tLxrXpKgiDYTZYyn8ZPonaYqZ1M9anf9rn/htp+qO3mrn/t5OzXxi5Tj7sm9r0vg/XQduyETy+Xpc1/JZHfzXl97Vv3msZMXRv7tKOPzerqIU5l2uOlMLc+2GRpdplSlzrfCdZFnd+on32asXzt2K233jqrZ9U5djj9cE466eAhqilsKSd9/PHHq899ZuiAHdpffeuPPjwgZ79cv+TSD/WDvixl7ow5POhCl/ESvrVM5przpkA+N7SNQ3y3tH1zuuTqIT1xpWwhrB6+TJ3bNDm9U/TRsUv5S6JUfwwB28l+S9BHTKXLWn0nOEqTv+R8fCw/i59E7Th24hybKesKxiH6MAiCOVjSwj5YL7qGjSEiFz42Sxgj6OClCW8vK0LlpMrzaaFNvcF8tPWNKUn5URCkWOL8stgNmxhUw5nD4aLfhjO3DaMP82gRssTJPAjWStfxFHNUsCTwxy7SlaZrjuK9tCGVD8mhOJuuLn2OlB36lFOH1bEryltapyAIlk+feXps4gmbIAiCIAhWwRIXUkEwJ0sfE6lNj9gICYJgySxtXj3285//fFaNcgaJRdlw5rogRt8Ns30J+81d/9ppYz9rp6UtPqMPgzWh8ZPyWzu2wq+Xz9xz4S76SFub1o2jHLm0uTqbdKmrW3GlfKSpnVPVsyRKtXkIS7fX2DZak78EzeT8JTefjeVfi3zCJpx9vUTf9Qfbhf3WifrOSxdS+ZEgCOLaEgRN5K4ZfcaOyrKSC7ci/HHq3IcHQRAsjaXMUYvbsInJOwiCpRPz1DqJfguCcjCeYkztD0vra77JrpN9JMZjEJRnCeNq0p9ENTU4JpqyzH3B2uf+bGv7sWw0pO9jHObt18U2XfsgV3afvow+fCJz2GTIOAzWw76PN+vnc/j8Ltu/hD2xjy1niL3a6mPrbKpvDp/pwtr8a257Lt1eY9tnbf4StCflO4TZPh/Lv47dcsstk3hWGwcOJy/LEKeJvugG9vL2bmP/sew8dMLY9/7P2S9nl6H2Blt29N+6GNMvgnWwL2Ouyafn8Hlr+10ai2Pp3NVXvR72vE1ZPs3a+qKrveZkCbZdor2mtMua/CUYRsqvxvG1zeb/ARvVleD1uf8+AAAAAElFTkSuQmCC)","metadata":{"id":"jmFeESKuAYLb"}},{"cell_type":"code","source":"from sklearn.feature_extraction.text import CountVectorizer\n\nsmall_vectorizer = CountVectorizer() # not giving any parameters as of now\nsmall_vectorizer.fit(small_df.question_text)","metadata":{"id":"-xLbN0L38lwM","outputId":"b2db826b-c966-496c-e3ef-581124712490","execution":{"iopub.status.busy":"2023-01-14T07:41:51.488970Z","iopub.execute_input":"2023-01-14T07:41:51.490141Z","iopub.status.idle":"2023-01-14T07:41:51.507888Z","shell.execute_reply.started":"2023-01-14T07:41:51.490088Z","shell.execute_reply":"2023-01-14T07:41:51.506584Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# created vocabulary for our small_df\n# The vocabulary is defined as the set of all the words found in the documents\nsmall_vectorizer.vocabulary_   ","metadata":{"id":"p6gDp9gh9KTw","outputId":"706a5045-8c97-4972-b782-9887c58b86cf","execution":{"iopub.status.busy":"2023-01-14T07:41:51.509671Z","iopub.execute_input":"2023-01-14T07:41:51.510007Z","iopub.status.idle":"2023-01-14T07:41:51.520622Z","shell.execute_reply.started":"2023-01-14T07:41:51.509973Z","shell.execute_reply":"2023-01-14T07:41:51.519013Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"len(small_vectorizer.vocabulary_ )","metadata":{"id":"IcPLqb6uCdBE","outputId":"147c2635-da4e-4988-a3cf-6dee62bdb8bf","execution":{"iopub.status.busy":"2023-01-14T07:41:51.522448Z","iopub.execute_input":"2023-01-14T07:41:51.523299Z","iopub.status.idle":"2023-01-14T07:41:51.537762Z","shell.execute_reply.started":"2023-01-14T07:41:51.523250Z","shell.execute_reply":"2023-01-14T07:41:51.536338Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# so in the above cell we have allotted indexes to our vocabulary now we are going to vectorize each document \n\nsmall_df.question_text.values","metadata":{"id":"NR6FejHj9Z6e","outputId":"23746bfa-4433-4bcc-8d8a-b9d167361b68","execution":{"iopub.status.busy":"2023-01-14T07:41:51.539453Z","iopub.execute_input":"2023-01-14T07:41:51.540429Z","iopub.status.idle":"2023-01-14T07:41:51.552718Z","shell.execute_reply.started":"2023-01-14T07:41:51.540387Z","shell.execute_reply":"2023-01-14T07:41:51.551697Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"vectors = small_vectorizer.transform(small_df.question_text)\nvectors.toarray()","metadata":{"id":"qsnJfEgMCH9B","outputId":"d2e68603-96cb-4597-f113-0a4678b092ac","execution":{"iopub.status.busy":"2023-01-14T07:41:51.554088Z","iopub.execute_input":"2023-01-14T07:41:51.555130Z","iopub.status.idle":"2023-01-14T07:41:51.569171Z","shell.execute_reply.started":"2023-01-14T07:41:51.555097Z","shell.execute_reply":"2023-01-14T07:41:51.568330Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# configuring the countvectorizer & using it for the whole dataset\n# previously we did not add any parameters-this time we will add\n\ndef tokenize(text):\n  return [ps.stem(words) for words in word_tokenize(text) if words.lower() not in english_stopwords]\n\ntokenize('shubhing is my name')\nvectorizer = CountVectorizer(lowercase=True,tokenizer=tokenize,max_features=1000)  #max_features will select 1000 most common words in the corpus\n\nvectorizer.fit(sample_df.question_text)","metadata":{"id":"wlXc-a-ZCp7m","outputId":"1e403d13-529e-4dca-e6df-a1d88848a37a","execution":{"iopub.status.busy":"2023-01-14T07:41:51.570912Z","iopub.execute_input":"2023-01-14T07:41:51.571605Z","iopub.status.idle":"2023-01-14T07:42:31.279541Z","shell.execute_reply.started":"2023-01-14T07:41:51.571571Z","shell.execute_reply":"2023-01-14T07:42:31.278078Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"len(vectorizer.vocabulary_)  # as we can see max features = 1000 have been selected","metadata":{"id":"eB_ivl2w4hOM","outputId":"49238452-b446-4294-c838-58e14acf8b21","execution":{"iopub.status.busy":"2023-01-14T07:42:31.281066Z","iopub.execute_input":"2023-01-14T07:42:31.281476Z","iopub.status.idle":"2023-01-14T07:42:31.290405Z","shell.execute_reply.started":"2023-01-14T07:42:31.281444Z","shell.execute_reply":"2023-01-14T07:42:31.288571Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"vectorizer.get_feature_names_out()[:100]","metadata":{"id":"QfPr0iR14pas","outputId":"6adda105-4384-4a24-fb84-f779d5141b83","execution":{"iopub.status.busy":"2023-01-14T07:42:31.292183Z","iopub.execute_input":"2023-01-14T07:42:31.292779Z","iopub.status.idle":"2023-01-14T07:42:31.305783Z","shell.execute_reply.started":"2023-01-14T07:42:31.292741Z","shell.execute_reply":"2023-01-14T07:42:31.304501Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"inputs = vectorizer.transform(sample_df.question_text)\ninputs.shape","metadata":{"id":"5ftEvvaq6F4X","outputId":"cdb34b02-d792-4262-c120-384e0490daac","execution":{"iopub.status.busy":"2023-01-14T07:42:31.307041Z","iopub.execute_input":"2023-01-14T07:42:31.307412Z","iopub.status.idle":"2023-01-14T07:43:10.624357Z","shell.execute_reply.started":"2023-01-14T07:42:31.307365Z","shell.execute_reply":"2023-01-14T07:43:10.622751Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"inputs[0].toarray()","metadata":{"id":"OHGHPtKI6v8F","outputId":"a68f0a98-fba4-476c-e861-3843facf2ab3","execution":{"iopub.status.busy":"2023-01-14T07:43:10.626292Z","iopub.execute_input":"2023-01-14T07:43:10.627197Z","iopub.status.idle":"2023-01-14T07:43:10.640034Z","shell.execute_reply.started":"2023-01-14T07:43:10.627148Z","shell.execute_reply":"2023-01-14T07:43:10.638629Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"test_df.shape","metadata":{"id":"RKLLIH1l68D3","outputId":"7e119e6d-8c1e-4a1c-8068-0bbd8f6a5cc1","execution":{"iopub.status.busy":"2023-01-14T07:43:10.641665Z","iopub.execute_input":"2023-01-14T07:43:10.642363Z","iopub.status.idle":"2023-01-14T07:43:10.653129Z","shell.execute_reply.started":"2023-01-14T07:43:10.642321Z","shell.execute_reply":"2023-01-14T07:43:10.651745Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"vocabulary should be only learned in the training set and not on the test set, so simple just transform the test-data","metadata":{"id":"cU4ad6k97cHh"}},{"cell_type":"code","source":"test_inputs = vectorizer.transform(test_df.question_text)","metadata":{"id":"QTLhvYfD7MBR","execution":{"iopub.status.busy":"2023-01-14T07:43:10.655721Z","iopub.execute_input":"2023-01-14T07:43:10.656178Z","iopub.status.idle":"2023-01-14T07:45:37.874447Z","shell.execute_reply.started":"2023-01-14T07:43:10.656142Z","shell.execute_reply":"2023-01-14T07:45:37.872720Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"ML Models for Text Classification\n- create a training & validation set\n- train a logistic regression model \n- make predictions on training, validation and test data.","metadata":{"id":"Ux4RXntM9Ake"}},{"cell_type":"code","source":"# create a training and validation set\n\nsample_df.shape\ninputs.shape\n\n# we need a bunch of train_inputs & test_inputs as well as targets\n#train-test-split module use kro\n\nfrom sklearn.model_selection import train_test_split\ntrain_inputs, val_inputs, train_targets, val_targets = train_test_split(inputs, sample_df.target, \n                                                                        test_size=0.3, random_state=42)","metadata":{"id":"Pby-ML889AKd","execution":{"iopub.status.busy":"2023-01-14T07:45:37.876593Z","iopub.execute_input":"2023-01-14T07:45:37.877098Z","iopub.status.idle":"2023-01-14T07:45:37.905989Z","shell.execute_reply.started":"2023-01-14T07:45:37.877051Z","shell.execute_reply":"2023-01-14T07:45:37.904464Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"train_inputs.shape # 70-30 split","metadata":{"id":"JW7sFByMGRWl","outputId":"896f2f4c-a7ac-4a68-8e54-88a604dad591","execution":{"iopub.status.busy":"2023-01-14T07:45:37.907739Z","iopub.execute_input":"2023-01-14T07:45:37.908220Z","iopub.status.idle":"2023-01-14T07:45:37.916697Z","shell.execute_reply.started":"2023-01-14T07:45:37.908173Z","shell.execute_reply":"2023-01-14T07:45:37.915589Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# train logistic regression model using scikit learn\nfrom sklearn.linear_model import LogisticRegression\nmodel = LogisticRegression(max_iter=1000,solver='sag')","metadata":{"id":"aeQSWxygGZOJ","execution":{"iopub.status.busy":"2023-01-14T07:45:37.918609Z","iopub.execute_input":"2023-01-14T07:45:37.918941Z","iopub.status.idle":"2023-01-14T07:45:37.929164Z","shell.execute_reply.started":"2023-01-14T07:45:37.918910Z","shell.execute_reply":"2023-01-14T07:45:37.927646Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"model.fit(train_inputs,train_targets)","metadata":{"id":"DOlZ5piWGtUG","outputId":"3c1a3a91-8381-4fc7-be94-3cd057202399","execution":{"iopub.status.busy":"2023-01-14T07:45:37.931599Z","iopub.execute_input":"2023-01-14T07:45:37.932388Z","iopub.status.idle":"2023-01-14T07:46:05.828855Z","shell.execute_reply.started":"2023-01-14T07:45:37.932335Z","shell.execute_reply":"2023-01-14T07:46:05.827407Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"train_preds = model.predict(train_inputs)\ntrain_preds","metadata":{"id":"Gi27ERLjHLEC","outputId":"04ba58a6-f32b-4b21-c955-94e0764d8c7b","execution":{"iopub.status.busy":"2023-01-14T07:46:05.831223Z","iopub.execute_input":"2023-01-14T07:46:05.831938Z","iopub.status.idle":"2023-01-14T07:46:05.842060Z","shell.execute_reply.started":"2023-01-14T07:46:05.831901Z","shell.execute_reply":"2023-01-14T07:46:05.840881Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"from sklearn.metrics import *\naccuracy_score(train_targets,train_preds)","metadata":{"id":"iFklOc8AHTo9","outputId":"08668b1d-9628-49f0-d1df-b43320616e2c","execution":{"iopub.status.busy":"2023-01-14T07:46:05.848861Z","iopub.execute_input":"2023-01-14T07:46:05.850266Z","iopub.status.idle":"2023-01-14T07:46:05.865375Z","shell.execute_reply.started":"2023-01-14T07:46:05.850212Z","shell.execute_reply":"2023-01-14T07:46:05.863926Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"f1_score(train_targets,train_preds)","metadata":{"id":"rm94CSA3ICIi","outputId":"d92ae738-d5ac-448c-800a-495f6863cf94","execution":{"iopub.status.busy":"2023-01-14T07:46:05.867489Z","iopub.execute_input":"2023-01-14T07:46:05.867946Z","iopub.status.idle":"2023-01-14T07:46:05.903087Z","shell.execute_reply.started":"2023-01-14T07:46:05.867910Z","shell.execute_reply":"2023-01-14T07:46:05.901790Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"val_preds = model.predict(val_inputs)\naccuracy_score(val_targets,val_preds)","metadata":{"id":"dD0pVPTpIdla","outputId":"bbe06338-39d8-4c1b-ded1-07e758ac861d","execution":{"iopub.status.busy":"2023-01-14T07:46:05.904762Z","iopub.execute_input":"2023-01-14T07:46:05.905321Z","iopub.status.idle":"2023-01-14T07:46:05.918942Z","shell.execute_reply.started":"2023-01-14T07:46:05.905279Z","shell.execute_reply":"2023-01-14T07:46:05.917596Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"f1_score(val_targets,val_preds)","metadata":{"id":"jd4GdEDhI0GX","outputId":"abf1080d-a728-448f-aa81-84f491f87c43","execution":{"iopub.status.busy":"2023-01-14T07:46:05.920949Z","iopub.execute_input":"2023-01-14T07:46:05.921308Z","iopub.status.idle":"2023-01-14T07:46:05.942215Z","shell.execute_reply.started":"2023-01-14T07:46:05.921277Z","shell.execute_reply":"2023-01-14T07:46:05.940998Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# submit to kaggle","metadata":{"id":"UKDxu5jhJQWE"}},{"cell_type":"code","source":"test_preds = model.predict(test_inputs)","metadata":{"id":"xPsFyb9tJSau","execution":{"iopub.status.busy":"2023-01-14T07:46:05.944000Z","iopub.execute_input":"2023-01-14T07:46:05.944328Z","iopub.status.idle":"2023-01-14T07:46:05.970532Z","shell.execute_reply.started":"2023-01-14T07:46:05.944299Z","shell.execute_reply":"2023-01-14T07:46:05.968995Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":" sub_df.prediction = test_preds\n sub_df.prediction.value_counts()","metadata":{"id":"tLHGIJ1UKO8l","outputId":"42bbc4be-c3f2-41ad-e4db-cd5db2610e87","execution":{"iopub.status.busy":"2023-01-14T07:46:05.972399Z","iopub.execute_input":"2023-01-14T07:46:05.972815Z","iopub.status.idle":"2023-01-14T07:46:05.989134Z","shell.execute_reply.started":"2023-01-14T07:46:05.972782Z","shell.execute_reply":"2023-01-14T07:46:05.987996Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"sub_df.to_csv('submission.csv',index=None)","metadata":{"id":"dMwFz76WKtVp","execution":{"iopub.status.busy":"2023-01-14T07:46:05.992583Z","iopub.execute_input":"2023-01-14T07:46:05.992970Z","iopub.status.idle":"2023-01-14T07:46:06.483725Z","shell.execute_reply.started":"2023-01-14T07:46:05.992937Z","shell.execute_reply":"2023-01-14T07:46:06.482411Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"!head submission.csv","metadata":{"execution":{"iopub.status.busy":"2023-01-14T07:46:08.412600Z","iopub.execute_input":"2023-01-14T07:46:08.413004Z","iopub.status.idle":"2023-01-14T07:46:09.544965Z","shell.execute_reply.started":"2023-01-14T07:46:08.412968Z","shell.execute_reply":"2023-01-14T07:46:09.543079Z"},"trusted":true},"execution_count":null,"outputs":[]}]}