KWT-2024/lab/lab_04-05.ipynb
2024-04-23 19:49:47 +02:00

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{
"cells": [
{
"cell_type": "markdown",
"id": "going-morocco",
"metadata": {},
"source": [
"![Logo 1](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech1.jpg)\n",
"<div class=\"alert alert-block alert-info\">\n",
"<h1> Komputerowe wspomaganie tłumaczenia </h1>\n",
"<h2> 4,5. <i>Klasyfikacja tematyczna (terminologii ciąg dalszy)</i> [laboratoria]</h2> \n",
"<h3>Rafał Jaworski (2021)</h3>\n",
"</div>\n",
"\n",
"![Logo 2](https://git.wmi.amu.edu.pl/AITech/Szablon/raw/branch/master/Logotyp_AITech2.jpg)"
]
},
{
"cell_type": "markdown",
"id": "expanded-entrance",
"metadata": {},
"source": [
"# Komputerowe wspomaganie tłumaczenia"
]
},
{
"cell_type": "markdown",
"id": "atlantic-greenhouse",
"metadata": {},
"source": [
"# Zajęcia 4 i 5 - klasyfikacja tematyczna (terminologii ciąg dalszy)"
]
},
{
"cell_type": "markdown",
"id": "colored-nothing",
"metadata": {},
"source": [
"Na poprzednich zajęciach opracowaliśmy nasz własny ekstraktor terminologii. Mówiliśmy również, jak ważna jest ekstrakcja terminów specjalistycznych. Dziś zajmiemy się zagadnieniem, w jaki sposób wyciągnąć z tekstu terminy, które naprawdę są specjalistyczne."
]
},
{
"cell_type": "markdown",
"id": "economic-pontiac",
"metadata": {},
"source": [
"Dlaczego nasze dotychczasowe rozwiązanie mogło nie spełniać tego warunku? Wykonajmy następujące ćwiczenie:"
]
},
{
"cell_type": "markdown",
"id": "sealed-november",
"metadata": {},
"source": [
"### Ćwiczenie 1: Zgromadź korpus w języku angielskim składający się z co najmniej 100 dokumentów, z których każdy zawiera co najmniej 100 zdań. Wykorzystaj stronę https://opus.nlpl.eu/. Dobrze, aby dokumenty pochodziły z różnych dziedzin (np. prawo Unii Europejskiej, manuale programistyczne, medycyna). Ściągnięty korpus zapisz na swoim dysku lokalnym, nie załączaj go do niniejszego notatnika."
]
},
{
"cell_type": "markdown",
"id": "closed-steel",
"metadata": {},
"source": [
"Taki korpus pozwoli nam zaobserwować, co się stanie, jeśli do ekstrakcji terminologii będziemy stosowali wyłącznie kryterium częstościowe. Aby wykonać odpowiedni eksperyment musimy uruchomić ekstraktor z poprzednich zajęć."
]
},
{
"cell_type": "markdown",
"id": "environmental-thread",
"metadata": {},
"source": [
"import nltk\n",
"nltk.download('punkt') # Pobierz tokenizator zdania, jeśli jeszcze go nie masz\n",
"\n",
"def podziel_na_zdania(nazwa_pliku):\n",
" with open(nazwa_pliku, 'r') as plik:\n",
" tekst = plik.read()\n",
" zdania = nltk.sent_tokenize(tekst)\n",
" return zdania\n",
"\n",
"nazwa_pliku = 'tekst.txt' # Zmień na nazwę swojego pliku\n",
"zdania = podziel_na_zdania(nazwa_pliku)\n",
"\n",
"for zdanie in zdania:\n",
" print(zdanie)### Ćwiczenie 2: Uruchom ekstraktor terminologii (wykrywacz rzeczowników) z poprzednich zajęć na każdym dokumencie z osobna. Jako wynik ekstraktora w każdym przypadku wypisz 5 najczęściej występujących rzeczowników. Wyniki działania komendy umieść w notatniku."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "79fd91c4-c22e-43a0-9842-83a33bd65fa9",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 17,
"id": "honest-assessment",
"metadata": {},
"outputs": [],
"source": [
"from collections import Counter\n",
"import spacy\n",
"import pprint\n",
"\n",
"def extract_terms(path,returnTop5=True):\n",
" f = open(path)\n",
" text = f.read()\n",
" f.close()\n",
" nlp = spacy.load(\"en_core_web_sm\")\n",
" doc = nlp(text)\n",
" nouns = [token.lemma_ for token in doc if token.pos_ == \"NOUN\"]\n",
" nouns_counts = Counter(nouns)\n",
" if returnTop5:\n",
" top_5 = nouns_counts.most_common(5)\n",
" answer = {word: count for word, count in top_5}\n",
" else:\n",
" answer = nouns_counts\n",
" \n",
" \n",
" return answer"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "1e624495-7b93-4644-9cae-a7851c1a96cc",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'day': 84, 'man': 215, 'moor': 148, 'night': 89, 'time': 89}\n"
]
}
],
"source": [
"books = extract_terms(\"./books/Books.en-pl.en\")\n",
"pprint.pprint(books)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "03c2114b-2a8f-43f4-81ab-ea51ff8c7d5a",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'food': 189, 'fruit': 174, 'product': 325, 'production': 154, 'quality': 146}\n"
]
}
],
"source": [
"food = extract_terms(\"./food/ELRC-479-Polish_Food_2.en-pl.en\")\n",
"pprint.pprint(food)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "6010d52a-d234-42f5-893f-567f44103ccc",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'benefit': 272, 'employer': 270, 'eures': 305, 'period': 229, 'person': 328}\n"
]
}
],
"source": [
"employment = extract_terms(\"./emplo/ELRC-888-Employment_Services_.en-pl.en\")\n",
"pprint.pprint(employment)"
]
},
{
"cell_type": "markdown",
"id": "6d1370a3-8ad8-4559-b8bc-c2959ebb82ef",
"metadata": {},
"source": [
"```python\n",
"books = {'day': 84, 'man': 215, 'moor': 148, 'night': 89, 'time': 89}\n",
"food = {'food': 189, 'fruit': 174, 'product': 325, 'production': 154, 'quality': 146}\n",
"employment = {'benefit': 272, 'employer': 270, 'eures': 305, 'period': 229, 'person': 328}\n",
"```"
]
},
{
"cell_type": "markdown",
"id": "desirable-appeal",
"metadata": {},
"source": [
"Czy wyniki uzyskane w ten sposób to zawsze terminy specjalistyczne? Niestety może zdarzyć się, że w wynikach pojawią się rzeczowniki, które są po prostu częste w języku, a niekoniecznie charakterystyczne dla przetwarzanych przez nas tekstów. Aby wyniki ekstrakcji były lepsze, konieczne jest zastosowanie bardziej wyrafinowanych metod."
]
},
{
"cell_type": "markdown",
"id": "accomplished-interview",
"metadata": {},
"source": [
"Jedną z tych metod jest znana z dyscypliny Information Retrieval technika zwana TF-IDF. Jej nazwa wywodzi się od **T**erm **F**requency **I**nverted **D**ocument **F**requency. Według tej metody, dla każdego odnalezionego przez nas termu powinniśmy obliczyć czynnik TF-IDF, a następnie wyniki posortować malejąco po wartości tego czynnika."
]
},
{
"cell_type": "markdown",
"id": "green-september",
"metadata": {},
"source": [
"Jak obliczyć czynnik TF-IDF? Czym jest TF, a czym jest IDF?"
]
},
{
"cell_type": "markdown",
"id": "several-gardening",
"metadata": {},
"source": [
"Zacznijmy od TF, bo ten czynnik już znamy. Jest to nic innego jak częstość wystąpienia terminu w tekście, który przetwarzamy. Idea TF-IDF skupia się na drugim czynniku - IDF. Słowo *inverted* oznacza, że czynnik ten będzie odwrócony, czyli trafi do mianownika. W związku z tym TF-IDF to w istocie:\n",
"$\\frac{TF}{DF}$"
]
},
{
"cell_type": "markdown",
"id": "collect-brooklyn",
"metadata": {},
"source": [
"Czym zatem jest document frequency? Jest to liczba dokumentów, w których wystąpił dany termin. Dokumenty w tym przypadku są rozumiane jako jednostki, na które podzielony jest korpus, nad którym pracujemy (dokładnie taki, jak korpus z ćwiczenia pierwszego)."
]
},
{
"cell_type": "markdown",
"id": "urban-spray",
"metadata": {},
"source": [
"Zastanówmy się nad sensem tego czynnika. Pamiętajmy, że naszym zadaniem jest ekstracja terminów z tylko jednego dokumentu na raz. Mamy jednak do dyspozycji wiele innych dokumentów, zawierających wiele innych słów i termów. Wartość TF-IDF jest tym większa, im częściej termin występuje w dokumencie, na którym dokonujemy ekstrakcji. Czynnik ten jednak zmniejsza się, jeśli słowo występuje w wielu różnych dokumentach. Zatem, popularne słowa będą miały wysoki czynnik DF i niski TF-IDF. Natomiast najwyższą wartość TF-IDF będą miały terminy, które są częste w przetwarzanym przez nas dokumencie, ale nie występują nigdzie indziej."
]
},
{
"cell_type": "markdown",
"id": "worse-throat",
"metadata": {},
"source": [
"### Ćwiczenie 3: Zaimplementuj czynnik TF-IDF i dokonaj ekstrakcji terminologii za jego pomocą, używając korpusu z ćwiczenia nr 1. Czy wyniki różnią się od tych uzyskanych tylko za pomocą TF?"
]
},
{
"cell_type": "code",
"execution_count": 56,
"id": "b87015d0-6121-41dc-897b-76570fa5154b",
"metadata": {},
"outputs": [],
"source": [
"books = extract_terms(\"./books/Books.en-pl.en\",False)\n",
"food = extract_terms(\"./food/ELRC-479-Polish_Food_2.en-pl.en\",False)\n",
"employment = extract_terms(\"./emplo/ELRC-888-Employment_Services_.en-pl.en\",False)"
]
},
{
"cell_type": "code",
"execution_count": 95,
"id": "published-speaking",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[('moor', 148.0),\n",
" ('hound', 62.0),\n",
" ('sir', 61.0),\n",
" ('baronet', 48.0),\n",
" ('window', 45.0)]\n"
]
}
],
"source": [
"def get_idf(SETS):\n",
" idf = {}\n",
" for SET in SETS:\n",
" for word,count in SET.items():\n",
" idf[word] = idf.get(word, 0) + 1\n",
" return idf\n",
"\n",
"def tfidf_extract(SET):\n",
" idf = get_idf([books,food,employment])\n",
" for word,count in SET.items():\n",
" if word in idf:\n",
" SET[word] = count/idf.get(word)\n",
" most = SET.most_common(5)\n",
" return most\n",
"\n",
"pprint.pprint(tfidf_extract(books))"
]
},
{
"cell_type": "code",
"execution_count": 96,
"id": "6776d9cd-0e1b-4868-8974-63ce2b1de75f",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[('product', 325.0),\n",
" ('apple', 127.0),\n",
" ('vegetable', 99.0),\n",
" ('honey', 92.0),\n",
" ('cheese', 71.0)]\n"
]
}
],
"source": [
"pprint.pprint(tfidf_extract(food))"
]
},
{
"cell_type": "code",
"execution_count": 97,
"id": "61c0131e-c01e-4ad5-b500-6ada77b25128",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[('eures', 305.0),\n",
" ('worker', 228.0),\n",
" ('insurance', 150.0),\n",
" ('benefit', 136.0),\n",
" ('employer', 135.0)]\n"
]
}
],
"source": [
"pprint.pprint(tfidf_extract(employment))"
]
},
{
"cell_type": "markdown",
"id": "411ab1c5-30bd-4c25-8514-27bbaf32e494",
"metadata": {},
"source": [
"```python\n",
"books = {'day': 84, 'man': 215, 'moor': 148, 'night': 89, 'time': 89}\n",
"vs = [('moor', 148.0),('hound', 62.0),('sir', 61.0),('baronet', 48.0),('window', 45.0)]\n",
"\n",
"food = {'food': 189, 'fruit': 174, 'product': 325, 'production': 154, 'quality': 146}\n",
"vs = [('product', 325.0),('apple', 127.0),('vegetable', 99.0),('honey', 92.0),('cheese', 71.0)]\n",
"\n",
"employment = {'benefit': 272, 'employer': 270, 'eures': 305, 'period': 229, 'person': 328}\n",
"vs = [('eures', 305.0),('worker', 228.0),('insurance', 150.0),('benefit', 136.0),('employer', 135.0)]\n",
"```"
]
},
{
"cell_type": "markdown",
"id": "handmade-square",
"metadata": {},
"source": [
"Teraz potrafimy już w lepszy sposób wyciągać terminy z dokumentów. Spróbujmy jeszcze czegoś widowiskowego - wygenerujmy tzw. chmurę słów z tekstu przy użyciu biblioteki WordCloud dla artykułu z BBC News (https://www.bbc.com/news/world-europe-56530714):"
]
},
{
"cell_type": "markdown",
"id": "solar-particular",
"metadata": {},
"source": [
"sudo pip install wordcloud"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "monetary-wages",
"metadata": {},
"outputs": [
{
"data": {
"image/jpeg": 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PVf8A62OnTSNLRg0duoJyuVY+h96V9J0yQu0kPzSFgxMjZOTz3rvVeO19P6/zHzStaw6HSdOUiSOFWIyN24nOeD3xnj9KfNctZFYYrSWSNYxtZMnnoB+nWrEXkxqEjbILE/ezySSev407zoyAQ45OOvesnUi+pHJppoU21GRT/wAeNy3Q5CeuP15P5VbEha38wI24ruCEYP0rG17W5NOubKzt1YTXMhBkNnLOqKEZuAmNx+XGAcgHPSn3d7ZJfCGa+nSQ7Y5PLjfy1ZgNoLYKoTkcMe49edOV7i95eZz6fE+yg/d6npWoWc4+8mwEA/iQf0rMEk/jbxrpepWGmz21lZMryXMy7S4Vt2OOD6Yyeprr7W+0qTUkihvrppTM8Sgq4jLpu3JkrtyMNxnJxmr0OuafcGUxzOY4lZ2maF1i2r1IkI2nHsa15uX4YmXs5y0m9DN8caVcax4Vura0UvOCsioP49pyR+Wa5zQviBZadotrpl3p9+t9bRLCYo4gdxUYHUg/pXc2WqWl/JJHA8nmRgMySwvG2DnBwwBIODyOOKYRquVANqMryeSAahSsuWSHUi1Lni/wued2R1O4+KmlahqdqbU3ccjwwk5MaCNwAffjJ+v4V6KJpf7cMBkXyjb7hHjkHcBnp7+varNuJhF/pBQyZOdnTGeKzdW1zR9BuI5NRuvs8k6kLkOwYLjPABGefrQ5c7VkOnFU4tt766nnHjOO58OeINTSzVvJ1y3wAv8AfLDd+PX/AL7r0zw/pa6LoNnp4A3RRjeR3c8sfzJrirOX/hOfHcOoRRv/AGPpYBRnXAd+o/HOD9FHrXo9XVk7KL3IoRXNKa26f16mN4j1yXQbOK6j0+a9jaTbIIc5RcE7uh9Mdutc83xR0eSMpHp+oyTEYEJiXk+n3jXZ3UU00O2C48h8g7tu7j0xVN9NvGIdNUlSTOWITKnhf4SSByv6n1NRFwtqjWUZt+7K3yOY+H2h31nZ6heXMLWRvZleKDGCiqSenYfNjHoK7D7PcbQPtjZxgnYOTnrTILO6ivGllv3mi+bbEyAYzjHI64x39ayfFMko+zoCREQSQOhPFcmOxCpQlWauSoKnCxuR74IpHuJQVXLbvRQO9ZkWs311H59npEktsfuO8yozD1Cmq2lRz3vhy9ttx+dXjjLH1X+Wafp2vWNpptva3bPb3MMaxvC0bbsgY4wOc1FGt7WnGeyaIlOzScuVW/rcTV7hrfxHpbpC80hilVY0IyxIHc9B71es9Vll1A2N5Zm1nMfmJ+8Dq65weR3qveYPirSj/wBMZT+gpbn/AJG6x/69pP5itdU2/MlOUZSaf2l+SJ7m/wBRimkEGkNNEn8ZnVS30HNRza/DHoUerJGzROVBUnBGWwfy5rKjvVmnul1K9vY7pZWWO0gLJlf4cbRzn1zUAUr4At1cYImwQf8ArsannetjN15e9yvo300tb+tTWl1R45YGvdJaG2mkCrKZFLAnpuUdPzqze3ohvY7K2slubl08wqWCKqA4yTg9/aofE/8AyC4v+vmL/wBCqrrs62et2U8dx9nmaJ0eTy/NGzOQCg5696b0v8i5zlC6b7duv4FvTbxtRkuba50yGCOBsSKZA/zcEcbQMY7+1Vft6SKb200QzWcIKrKHVcqDyVTv3qfSBZ3EF6sF6bi6ny0zshQgkYHynoBWNZJY2lktpqV/qNpcR5R4RK4U89VAGCDRzSSVmQ5yUY67310+XkaHie9uLfwFqOpaBKtvPHbfaIZEjU4C4J+Ugj7oI6Vy/jLxvqlnbaDdaNOER7QanfKI1bfb7oxjkHGd55GDxXeW+n2smg/YIw/2WWFkxIPm2sDnP515X4B0ybxHpmuQXanzLXSl0NM9iC5b8jsrso25eaXT9T0qPwJyO7Os3k/xJTS4LkDTINLN1cKFUhnZ9q/NjI4BPBrE0rUfFnjqK41bSNag0XShM8dohs1necKcbnLH5cn0/wDrmr8KGfXLfWNXuQ2ZYrbT8nqPKgAf82YmuU0vQvBPhmGbS/HWjzxahDKwjvMTmK6jJyrKYzjpxjH65rRQSbXVW6XNFFJtdUen+CPEl5rcWpWGqxxJqulXJtrkw/ck67XA7ZwePb8Bz1prXiPxT4j1ixs/E1poLWF29vFYmzSaWVV/5aHeeh9v/wBe74AtPDEdleXXhfTLizt5pFR3mWQedtGQyhyTj5iM8d653xL4g+G+tTyxa/DNb6jCxQMbSVLgEHA2sg59snFSkud2X4foJJczsjv9Fg1eDShFrF7BdXwLfvoYtikfw5X19a8z1DSvEjfFrT7M+K2F2dNeWO6WwjxGu4goEOQc46nmut+Gb6vJ4SzqxumAuJBaNeDEzW/Gwv3z1/DFZHi29j8N/E/R/EWopKmkmwe1kuUjZ1ifcxG7AJ5yP8ilC6m16hG6k0drodjqdhZPFqusNqs5kLLM1skO1cD5dq8HkE59606ytH17T/E2nteaPdNLbrIYzIYWTJAB4DAHuOa0I0kU5eXf7bcVzycuazRk731EBP2wr22Z/UVnWNwiyJBFeySqoIRDblVIAyBux0xj9K1sDOcDPrWRDEYruBWt7iJOiKzoV3BCO3Odox6VhNOLVu/mZTvdWL8Vy8trHMseS56Z6CniWRs/uiOnXNNsgRZpkgnnkZ55PrVA6zcSSyiz0i5uYo5GjMokjQFlOGwGYHggjp2q1CctVL8h86UVc0TI43fIcA8YBOecVXmhgwxeyhbnjKDnk+3tmrcTs8KO8ZjdlBZCQSp9Mjjj2qG23u0vmTJKm75QB93r1/z2rOpSlLS/4Iu600Oa8RW8NvdwiGNIwY8kKMA81p6FZWsulxySW8TuS2WZAT1qh4p/4/Yf+uf9TVyw3HwswRSzkPsAGctk4/WvJw1ODzGpFrS3+Rirc7NqO3hhOYoY0PqqgVFCpRYv35aNuEXbjPGR+lOtgHsIQy4BjXK4xjj07VFbIg8tkt3C4+V2YdMdcZr1Kq5asFFfn3XRfrobx2MbxV9+1+jf0q74cUHSlJ7SMR+VUvFX37X6N/SqdtqstvpsdpaAmd2JLAZIz2HvXkTrQo5hUnPa36IwvabZ1ohQYwDwcjk0eSnoeueprkm0bVrj95IjMTz88gz/ADqBLnUNJnClpIyOdj8qRW7zFQ1qUWo9/wCkV7VrdHZ+TGgyFIwd3BPXFV4JLe7bEO9fLw2GUj1A6/7pp2nX8eoWolQYYcOvoaj05WEt05mikV3yAigEcnO7gc/4V6kI0qkFKKVmNzd1bqPu7D7Vfafc+bt+yStJt2535Rkxnt97P4VlzeF4X1uXUVSwfz5UlkFzZCWQFQF+R9w28KOoODk1r317FYWxml57Ko6sfSuVkvtT1eYpFvx/zzj4AHv/APXrLE5jHDNQWsn0QSmlobUWg+VDaR/ac/Z7+W9z5f3t7SNt68Y8zr7dOeI4fD8y6PNos96kmmNbtbxosBWVVIwMvuIOBx90VknQtTUbxFz7SDP86daaxe6fP5VxvdAcMkn3h9Ca5lnEoySr03FPr/SQvaW3RqafoMmnQzCEackkihd1pZC2JAB+8QWzyQegHHTmtKSK7KyCKRFJYFTnPGMHt60qpDeotxHK4VwOUOM/5yagM6RxvcIzny3MZVzjJz7D3r0XJzfN3CVt2Jcw6pl3s5bcOWAzMCRt57DGD07nvVW60m6vzEL+DTrpUOT5sQbAO3hcqcfxfp+EXiW5nge28maSPIbOxiM9PSg62bbRrYg+ZdSKcbjnGCRk/lXI8xp0qk6ctOXW/wB3+Y+ZK8WWtJtNUtGSK4NilqiECO2Qrzxjtj16Y69K0ZY5XOY5inHTGa5JrLWNQ/eOkrg8/OwUfgDUTWOp2R3eXNH7oc/qK5amaTeroy5e+q/T9ROp5HaxqyLhn3H1xXLTeHZkuhdXV3BiG+WS0ZiQUElz5jg/7TAiMe31Irplg3WsUUzMzLsJYMQSykHOR7jp36Vx9za6QNTSOZdaF02pK6zyJcGEuJw4Xr5e3jaD0xg17dLY1idtWdfvdlzHHpqXUW3Pzuo554wfw/OqOp2ery30klpLIITjaqzbewzxmsi6bVrLb9onuU3Zx++Jzj6GvJr5i6TanSdl16GUp26HUabPcTRt5tkLWNeIxnk8nPGBjtU7Xtsu/dPGNhw2W6df8D+VUPD00s+nM0sjyN5hGXYk9BU89rbPvWS1dxuzkE89Wz+ZP513Uq0alONRKyY25WvEsPeW8YbdKvykKwHJBJwKgube7aed7ZokLxKqsSc5BJORj0PWjyoWM2baUF8M5BIyVORj36dPSpriWZbGSWBP3oUlVcVftEk2Gr3KhsLlkldp83DWoiVw2Nr85PTjPy9PSpXhvC0hjZF3QKqnfkhxn/Z6c9a5nz9W1NjsaZ1/2PlX/Cnf2DqZG4xDPp5gz/OvM/tWc9aVFyX9eTM79kzp7eG5S4Ek0gYGBFZQ5wHGckDHfI59qpzWN/Bqs97YvbP9oRVdJ9w27emCM/lXPLd6jpc+xnkRh/A5yD+Fdbp18uoWazKMN0ZfQ1thsfDEycGnGS6DSjPTqipbade/b5NQu5YTcNGIgkIIVUznqeSc1ekS5IfY6gn7uT06+30qjpCBLy+Js3gZnHzs5PmAE9M+mR045rH1i+uoNZmWO4lVFKkKHIHQdqrHVYYaHNK7u7aPyY1anHQ6do5P3m3b8zAjn6Z7e1K0cv7zaQcsCuW6DjI6Vzt9rF1f3H2fTw4T1QfM3+Aqq2haow3tHlveQZ/nXJUx95NUIOaXVbdfJ9xup2VzqmjuCWxIACeMfj7fSrA6c1xEF/f6ZPsLONp+aKTkV2FndJeWsc8fRh09D3FdGBxlOu3FXUl0Y4zUhAlyD99T8x79sj2+v509Y5PlzIT8xLe/oK57Qtae41O801S08sV3O0rSSY8qPzGChc5LdOg4A6kcA6Wm3b3d5qtvNB5TwTrGxS4ZwwMasCMgbOCOB3yfevQ9jyvVl2LYS6GMup555+nt9ePekMNyVUGUHkE849M9vr+dZvh+M3Gj3VvNNcSKt7cxBmncuFWZgBvzu4AA61Qstfk07wdoU0iTXl3eRRxqDvdmbyyxLFVZjwp5AJ/nSeHvdXYWOj8ufI+cABieD1GRjt6ZpbbzSr+bnO7jPpWNB4iu7o2kEGlOt5OssjRXLtCFSNlUsCybjkuuMqOvOKs+FZ5brwrpk80jySyW6szSNuYnHc9zT9i4+9cLGvWZZCzlWKVZCZyuRG9y0hQ45GCTz1HSr81xDboHnljiUnAZ2CjP41k2N5HLc2+2azdpc5iiUBo+CeuefT8ayqSSkkzObXMkaOn/APHjHg5HOD+JrlLiZIL+7FpJ4hcPJLIwtfJ8vKsA+0NzwSB05PrzXXPJb2FsXlkjggTq8j4UZPcn3NYVw+gSqPJ12G1kEkjiSC7jDfOcuOcjBPPTrXRDRGVVe6lfVG5YuJNPtpAzsGiUhpCpY5A5JXgn6cVHZ7zJOWbcpb5fkx6+3NJpRgk0ayNuhW3a3jMaNyQm0YB/CmWCpFcXCBkDFshAMEDn2/xrOXxI1T+ExPFP/H7D/wBc/wCpq7p+f+EVkwqsdknyt0PXrVLxT/x+w/8AXP8Aqa1NDjSbQkjkGUbcCM9smvFwv/Izqen+RK+Nl+zQR2Nug6LGoGCD29qiijaGaMMAAxIGJWPOCeh4qzDEkEKRRghEGFBJOB+NU7byxKhQQ7nzuREAZOP8iu/FNe0p+vl3X9aHRDYyfFX37X6N/SmeHbaTDXUaIzBwmW/hXGTj36Cn+Kvv2v0b+lSaDdNBYeWtrNJucnei/KDwMV50IKeayv01/BHM7c+poxXl9IWBsCpXPLOAMgdPz79Kr6pbyXukSvPAIpofnXDbuMAnn8/yqydScMF+w3JJxyEOMnH+P6Gg3ZubedHtZoh5bcyLgHj/AOv39K9rEU1UpSi1uitHpe5geG7gxakYc/LKpGPcc/41tadchru4jadZCX+UCPaV69eB+HXpXM6Q23Vrc5wA3P5V0tkrtqEjC6hmCZztUAqCTxkD1H6d85ry8lm3h3F9GZxbujE8RXRm1IxA/JCMAe55P+faty006SDTIY7ebyJT87vt3ZJUjpntkflXK6iS2p3RP/PVv51c8nXPW8/77b/GuDD4twxNSq4OT8ug4ytJux0llZ3lvKWuNQe5UjG1owvPrx9KzfFFspgiuQPnDbCfUH/9X61m+Vrvre/99t/jURg1W8gUn7RPE3zKd5ZT7jmunF454ilKm6T18ipTurWNbwvcFop7cnhSGX8etWpRjTrjK+Xum+8wBB6DPOcg1U8O2VzbXUzTwvGpTALDvmrbWkz2V2savvkl4V+BjPJ5/Gu7LOf6tFTWquS78v3lHxV/rLX6N/Sm+G7FJXe7kUMIztQH16k/yp3ir/WWv0b+lXfDpCaRuPA3sTXnqnGeaS5umv4Iq16hrb0LFd67h1GeRVTyZZVYRX3QkHCg49utNlgsLtmuJEYkAfP8659Mev4U+EWdvvkiUqWbDDDbifTHWvc9rSa+JfeW029R0NtcRyBnvGkX+6UAFZGq2LQPHd32rajcWv22DbaBYVQO0yCPkIGKqxU/ezxzmtO8W01DTzFOGa3lYKeHXkMPTBHIrO/4RvQLW4ikNq/mRMsq5llcKVOVYjJHBGefSqhWpJX5vy/zLilE07FdQUyfbpIGBPyCIHjk9c/hWR4r+7afV/6Vum6hEhQudwIU/KcAnpz071heK/u2n1f+lefmc4zwk+V9vzRFT4Rvh+W6EJjhjBiDZYkdyD3z6gfnWs8moRmIlEaMRlpWA6Ng8AZz6dM1R8OTxx6cVYkEyHHHsK2EuI5H2oST9K0wFSH1eCvrYmMHy7lG2uNQliSUojDB3KMcn5uAc+y898mn276k5jM0aIOQ44J6tz19An5mrqzROMpIjAEjIYHkcH+R/Ko7u7isrdppmwo6AdSfQV2ykopylokNQtu2RWy3gtohIUDhRuDAdfw4qb/SBn7h9Peuan8RXtxJstYxGD0AXcxoEfiGfnM4+rBf8K8l5jTk2qUZS9AU1stTQ8TQq2npLj50cAH2P+RUHhVztuk7AqR+v+FZ1/a6rFbb7ySQxZAw0u7n6Zq94WAb7YD0IUfzrkp1XUzKMnFxuuvoyE7zLOlWAj1S6laze3KNlD5m4SZzz90Yx7E9ec4BrF17/kNXH/Af/QRXUafEiyzyeRPFIxCsZHLBsFsEZPTk+nUVy+vf8hq4/wCA/wDoIrrz13oR9V+THUXumxp9mLXQWnWUwzSL5hkUZIHYdD/k1O+oSW2gfbFlWZw33m9N3ToOg4zjtVoER6KvzBQIByV3Dp6d6oXTvF4fAjlG9WYAlREOCcgjK44BHH616eFpxp0oQXkNK0tOxF4pgXyYLjHzBthPqMZ/pSeG7pYrSWNycB8g+nH/ANap/FH/ACDov+uo/ka59NWl0fSjNFcWlt5t3FC892paONWDZJG5fT1FeO4v+1LQ0bX6Al+8OnWx0xHS4WEq8c8kyuGYHe+S3Oeh7jp044qGLTdOsNQcQ/a/PvQfMJvJmz8uM8twcLgEcjAxRba7bRadBNc6lb37TFvLk023d1cKcEhEMhwOATnGfSi81aUXGiTWU1vLY38/lMShLEGN3DKwYAfcHBB617qjU6s1afQjsrCwtbXyoVuYortXmkP2+ViGzuOCWyCSSTjHfNRwadpI0mKyhgm+zx5khD3UhaMplRsYtuXofukcH3rUfUYl1mHT/NKyvE8nltA/zgFeVk+7xnkcnkdO8Nv4h0u6vFtYrhjK0jwqTC6o0iEhkDkbSw2txnOBnpR+87k8s+5Ue10uWO0jkhumMSu0b/aJPMAOSwL7txzjkE+mRWlpMdvBpsUFrEsVvDmONFbcAoOBzUdnrmn39yLe3mZnZS6FonRZFGMsjMAHHI5UnqK0aT5tpMEpJ6sCM9ayLCa7acRSiXeJd0haPChfLHAOMff6Y7Cr14J827wJvKSbmXdtyNrD+ZFQWc1wpMc8QA3uxczA7QWJAx9OPwrGWs0tdCZayRbubaG7h8qdA6b1fafVWDD9QKxpL+MyTG10GW5t4XZHmRYxkqcNtBILYII/Ct0MrEgMCR1APSud1HTLa0895dZ1S3juXZzHCVxk9QoCEjr9T19a6I9hVE94/p+ps6YLddKs1tGLWwgQRE9Sm0Y/TFNspA8kybgxRs9MYzn/AGR/WotHtFtbX93eXU8RAVFn2fuwuRgBVGP/AKwqu/iKwidsRyls4JVBzj8a569anSadSVhp2SvoZ3in/j9h/wCuf9TWt4f/AOQNF9W/ma57WNRj1G4jkiR1Crt+bHrV3Stdt7KxS3ljlLKScqARyfrXhUMTRjj51HL3Wt/uIUlztnUVWieRjEpVw4/1pK4B49frioLHWLa/mMUIkDhd3zLjitCvbTjXtOnLRdvl/Xpc3UlbQ5rxV9+1+jf0qx4XlDWUsWfmSTP4Ef8A1jVfxV9+1+jf0rOtJLvSTDeBMxTDp2Iz0Poe9eHUrexzGVRrRWv6WRg3adzqbwakJVazMBjC8q+ck+1RTzXMOi3El5sWXYQAnbIA598k1XTxNZFMskyt6YB/rWPq2stqOIo1KQqc4PVj716OKzOhGi+SSbexcpq2jG6BEZNXiPZAWP5f44rqLG5WcyBbiGbb0MY5AycZqj4f05rSBp5VxLKOAeoWtoAAYAxTyqhKjh1zbvUUItJM4fWoTDq1wCOGbePfPNdWLsyaK11E2G8gsD6MB/jVXXNLN9CJYR+/jHA/vD0rC07Vp9LZomTdHn5o24IPt6VxQn9QxcvaL3JdRfBJ36m/ZNKujrd3uqOvnQo7SMI0WIkfw/L7/wAWao2msySeHtP1L7ZHMIyn20rtPykYJOPukEhu3ANWB4os9vzRTg+gAP8AWoZvFKAfuLZifV2x+gr03meESu5f19wnbpIrXWqamlvYyNcR2sd0JJjLM6xCMZBjj3FGAO0nqMkg89quRTahd3dpbNqCxbrLzpJLVVYO24DKllPBz6Vas767utINykSST78BAdoIyM9fbNTQXF/JOomshFESwJ8wEj0PH8q7KdWNWmpxWjBQd/iZkeKvv2v0b+lT6JcQRaMVmnSPLNkscYzwKg8Vf6y1+jf0qXR4LWXRQ1xBHIDIVyy5Iycdfxrw6STzOafb9EPabNGSS0ltVtjcIcBMHHBPGOO+eOPemvF/osRjCBXcPviiIwMccA5//XTiLDbIRaxHyfm/1Q4xxkcdtv6VOLmCJAiDAX5Qqr05K4A+or1KmHpT9bW+RopruVXkQWyQSTw27E7gHUgsAwOcE5Hv9aVpYJi7JeRfOoSTAz7cc8de+akuHsg7y3EUZZCE3MmT/ewOPx/CkEOnBJgLWHbGMuPKHTr0x7UKhSS97t37f0w5tbEXnWXkPi8jEcjqysTx8oXoe/T9azvFDrJHZujBlbcQR3HFPbWNFwB9i3Ben7leOn+A/Ks7WNTg1BYFgiZFizwwA649PpXmY/EYV4eUaUtXb87/AOZE5Jxtc2fDP/ILb/rqf5CtG4voLaQJKzBiMgBSf5Vzmka1Bp9oYZY5GJctlQPQe/tWmviWxYgbZh9VH+NbYLG4eNCEZTSaQKS5bJiLHo99IU8gu0gKlWDYxu3fQc81Q8USt9qgh/gVN2PcnH9K6iue8T2bukV0gyEG1/YdjWuaqcsLJIJKXLqT+HLWOPTxcbQZJSfm9ADjH6VtVymja3HZQfZ7hWKZyrLzj2rTl8S2KKSgkkbsAuP51lgsZhoYeK5krLX16jjKKiM8TyBdOSPPzPIMD2AP/wBaq3hT7139E/rWfdNeasJr1kxDCOB2HPQep7mtDwp967+if1rhp1vbZjColo7281ZkJ3mmaOl+ctxdxSW0kMasDGWlLhgSSccDH0BNc5r3/IauP+A/+giuk02N0ubotbSRLwELybsjLHAGOBkn16/Sub17/kNXH/Af/QRXZnv8Beq/JjqfCdQ5I0TIYKfIHJGe3pg/yNZ8pl/4R8qTsAcopjYqwG4jHRcEHj0P41ok7dGB3BcQDkruHT07/Skjggv9MEMiAREkFUUoAQT26jBFetSdoR+RX2vkUvFH/IOi/wCuo/kazNH07+0IU/e+X9mu4rj7ud20Hjrx161p+KP+QdF/11H8jUHhfJt7racHIwfwNeK3bNV6foxf8vBuv6VYazf28nn6fJe2kcii3urdblWVtpP7vcDu+UYIPr1zVOaG8uTo0Vqi2MdnIsiq+mkIZNrJwBIAq4cnAzjHXFaNhexW2giGDy21KCBma3b/AFhlA+YkdTk5575qOO/vmtpGS/t5cywIGjdZGQvIFOcIoHB6EZr3FVaViFidFf8AAt3Wl6hPr1pqMd/apHbRvGImtWYsH2bvm8wc/JxxxnvWRo+iXksKSXszLa2+pXl1Ha/ZyshJlmCncTypDbh8vORzitC9e6NhqULXcp+zypiQKoYqQpOcDHGT0Aq1JNK72EVtqBeOYvunUIxYAE8EDb146Ue0drF+36W/LvYydA8Px+HplEVnavHDH5MckenrHORxy8ob5uBzwM9a6iJzIpJRk56GsTU7y9trsW6XcMKrCrLLcSKglfJBz8hB6DgbTz+W6udo3Y3Y5x0zU80pO7Y41OeTXYWsOKfSn1aXTFt5VmCspYn5SOpAOc1oz3vk31taiPc0wY5zjAGM/XrXMSnyfEs152ivI0Y+iupB/lWdacqfK11ZFebjy27m5fX1j4fjjLRS/vflAj+Y8fU+9TT3+xty2M8pUAoypnORng/zrC8UHz7qcdVtbUN9GdwP5Vraxdz2Xh1ri3fZKqphsA4yQO9SqzUpuWyI9q1KXZFmC/kmmSNrKdA+TuZcBevXP0Hr1qKTRdLB3Pb/AHj13t1/OqynW9RiW5t7iGzicAxxsm5iPVvTPtVqLUIBFJDeyIZLfas0jABC5XOBn256f1olCFf4oXttdGsJc26+8i/srRuP3ac9P3rf408aJpTNtEAJ648xv8ferDT6cu/c0H7ohW4Hyk9B9fapYprWSeVYniaaP/WbcZH1/L9KhYOl1px+4vlXYzJ5dG0CUPtKTsuAiFmYj6Zp1v4ks57mOAw3ULyHanmRYyfwzVDw4gu2vNYmTzJ3lKpnnaMDp+ePwroVlLsoaFh3yR0qaTSS5LRT6JGNNzmuZOy9CvqNtbThGuLaSfaDt2Z4/KmiSJrNYvsUjQbQqoUzx/kVVvtQvJ9U/szTTGkiJvmmcZCD0A9eR+dQy3mp6LNC+oTx3VpK4RpFTY0Z+g7VTdNScreTdl+ISqJNvp3GS6TYtJ/x63keRuCpz/MGp1sbTT7S6uYrVzLbxs6NOMgkAngfhVnW9Tk063jWBA9zO4jiU9M+v+fWs6/j1q10u5kuLqG6jaJlkjEe0qCMZBHXGe9YvD0Kcm4w1Xlt/XkTKSi2lrb8C/Y6je3dhbTraI5lXczB9qg5Ixg5PYVObjUChP2EBs8L5gORkdT26n16VT0i6jsvCkNzL9yOMscd+TxUUA17UIFu0u4LVZBujh8vdx2yTXVGraMdLuw1N8q3ba8jXtJLmRGNzCsTA8KG3cY9frms/VhamXE+nTTHA/exJ68AZ7/r1qTRdTkv454rhFS6tn8uUL0PuPyNUzealqWq3dpaXUVolsQvzIGd/fB7f/WpTlTnFc0bp9CnUXIra3Kj6bbK7D7BqZwSMoBg9emRn/8AXUy2lpbgN/ZN5KSMjcM4+oH/ANetbT4tTieQX1zDOmBsZE2tnvntRqEepyyItjPBDHg73ddzA+w6VlHCYaK5lSQW93mt+RciRUjVUQIuPugYApl19p+zt9k8rzuNvm52++cc1iG71TS9RtIb24juoLl/LDBArKfw+tdDXRCSkmkrWLjNTTWxztq0mq6pcWeqwW7PaqMGEuBzj3+lWbu5tNGgaJtNuGsox5kkqqrRpz1O5txx14BxUOm/8jZq3+6n8hVTXPDd5qcmpBUsZRdRhYZbksWt8Ljaq7SACecggjPQ4qMNSptubSvrr137mMXLkbWruzTvNRgS8m0+Kyup51jWR1t1UZRi3diB1B4688Z5pLvVrOxuLj/QppPIUPdTRRqREMZBbkEnHPAJAqzBZSRa5eXrMnlzQQxqATuBQuTn2+YfrWXe+HfM1a6vF07S70XW0t9tX5o2CheDtbIIA445z610pRuXLnSuv63LuoajbWIeWXT5pbbaJJblEQoB6nJycewNLcajBHfTWcVhcXMuxTOYFQbVbIGcsCeh6ZrG17w9cXUepER2LxTxBYZJwxa2AUDaihTwSM5BBGehxVrUbSXW5vMsUtFZABFfeY6TRc84AX5hkHgsB60+WBLlK7X9dTS/sHTP+fb/AMiN/jVa80/RrBFaa1mIbp5SSyn8QmcVtE4BPpXOatHa6tJbz/aogkSOrRT23nId235gMgbhjAPP3jxzXLHB4a+sF9yNZcsd7Cyjw3F5I2PIZohPGsKyyl4z/EAuTjkfnT5IvD0F59ldGEoZUY4kKIzY2qz/AHVJyMAkHketS6JpkVsLKSK5Mq2lillzHtLY2nd146Dj3ouNBkmnuVW8CWd1OlxPCYsuWXbwr54B2LngnrgjtX1PCX+Bfcv8gSTV0i+uqWTRxOJsrLO9uh2nmRSwYdOxRuenFVrfxDpN7GWjuf3RgM4eSJ0RoxjcwLAAgZGcdM81SfRzazwedqsMdnDeSXkcTRBW3OXJBYtyMyNjgdutVzpWlz6ZY6e+sW7Jbae9ixR1BcMiLuHPH3M45610P2a0bG523G28Om6vrc9vbpJHClsk3+reNtzMw6OOmFGOPWtWLw5YRtlhJJ7O3+GKZb6fNHdTajd6ik7SQRwZgh2ABWJz95uTuq272+cGaYE4xyc9K4KuFwqndQQrLqi2beI25g8tREVKlBwMVDbada2YkFvFs8wYb5ic/mfeonNuTtM0ueRgHr1/wNSO8VwwiWaRGB/gOP1qpOPxKKcltt+fQtcrepU0gMbq9d7eaFtwXMm47gGbBBYnPXtjrUerWtotyk8ln5xcM0mHIOFXtyB2qxcQtGUjjubhpXPAL8Aepq46RLCPP2sFXaWcZ68H86zVdYiUoVqaSja97Nf1b8x1KXupJlGTUreIva+Q0kSREjoQwG0Fee/zCkivre3OyKz8r5sSBAoCnfs7def0/KpGTTLkugWIPKNrMEALDjjOPYVI9rYwzxSPHGpVSI12DC4O4kccGt4YijKHNGasvNWMnTrcxTnu7bUY/Llsp5EEgEZYFAxJIyDx6fkRSWV1ZWrBLW0nRHQSSMAzBPlJGTz6fqKurJp6AzKsK72yWCclvXp15/WpvItV2z+VCNi4V9o+VfY+nP61MJYec+eLi2uul7D9nVVm/wAiC1v2mW5kliZEiwQqjc2CoboucnnoKo6NrUuow3V3KGWCN3VIlspQ4Cuyj5j98nbnCjjoa0baSwjJithFHuPRE2gmobazfS9JeCO5QOJJJBLJEWUb5C3KhgTjdjrW1PEUZwcoyTS63VkUoTVlIWPVbYaXbXsk/mJOo2NFC+ZCRn5U5boCccng1Xv9WYaZFf6fJE0f2iOJ1libOGkWNhjIKsMnqO3Ss19Eh/sex068vbWd7J1aEvaFkIClcOhY54Y9x2q5daNL/YkVnDcWFoiyrK5jsiqEq4cbVDjHIAPJzVRr4eTfLNO2+u3qDU7aosa1rkGlWtz8+bqO3eZE8tnUYBwXKj5VJGMkjvVy3kaWVHJHzRAkA9+O341jXlgdQkuRFqkUUl7aC1uf9HJDAbsFMt8p+duu7tW3CnlSLHknZGFz6/hWXtaNWMXSknr0dyrST95EFzbzSaxZTov7qNZBI271HAx3rCuIDcHxIo+8pjcfVQT/AErrKrpZW8ctxIseGuMeack7sDFVVg52X9bMyq0+e39dGjlZZTe6BrGokY8941H0Xb/jWr4i/wCRVk/3Y/8A0IVDfaj4d0pW0O484DYJGgigml+UscElAe4PftWqgsta0pMI72ko4V1eM8H0OGHIrP6vNQd+q/HX/MyVGXK1fVq3z1/zLFn/AMeUH/XNf5VFPY2k5eOVfmlYykCQqxIUISMHPTA49feku7MzwQQxnbGkilhuIyg7cVVitL22ktZG2yJDaNFKVlYu7fKQQCME/KeSf4q6Yqy3N7taWLb2dnhYSNhZ/MULIVbcB1BByOPSnW9la2088sMYWSY7pCCTk89u3U1z1jpN1dWQEu9Jk3/OzyLljGFBGQDwRk++SPbSezvre9luLWOF3m2BnZzkYGDx6cA5z+FU10uJTb1sZ+hXMej3V1pV44iIlLxO5wGB46/gK6L7Zbb1T7RFvY4Vd4yfpWXfafeXzqk8FjNHvwHYMGVf8+h/+tPY6FYWZjlW1jWdQMsGZsHvjNc0YTprlVmjOnGpD3VsUIXSw8X3f2hgi3UamJ24BIxxn86PFM8dxZw2ELLJczSrtRTkgeprU1O0gu44UnjV08wAggd/fqPwqKz0yy0+9ItbREbyyQ24k9ffkfnWUk9afRv8xOlKzgtn+pQ8Rj7NPpN22TDbzAOfTOOf0NXtZvrZNEuW86NvNiZU2sDuJGBj86lmuop7Z1ktxJGQqsjcjcTjaeO1UotN0+1Tzo9NVC4ZXZ2bCjp3BIyO+BUupG8uV6NefoOUJXly9f8AhiqlvJdeAxFECXMe4Ad8Pn+lRaXpOgX2nxSkL5u0eYDMQQ3fjNb1sos3NpDEq20MYZQHJIyW9evT1rPn07TLljNPp8fmOFYbJCAdxwM4x3+tTLkVm7Oytrfp8iHQ2dk7K2pc0qx02z846cVIYhZCsm/kduvvUN5p+lapM0hlVLlDtMsMgDqRxz/9epY1j0sxQw28cSOrEoh4LZUAlse9FxoGl3UrSzWimRjliGZcn8DWytJciS06fiaOD5FFJFLRbu4XVbrTZLr7ZDEgZZu46cE9+v6VFdE6j4nk0+6uJIrWOIMkavt8w4HX16n8q1vs0OlWExsbVQVXcEUHLH9Say73y9RGbnR5JJFh8xSyOp+6pC5A65ZhjP8ADVexm4Jef9ITpT5FG/X+kUNStdNs9Z0uGyUCX7Qhkw5bA3DAOSfeuxrnFgihiGzSysUcUV1Eixvv80kjBPfHHBqS6dtUgiS506Vi0MMojYOoR3OGBYD+EHJHt0qqdGULtJajp05Q5mktRNN/5GzVv91P5Ct9hlCO5GK49dNtd5B8PyqBCrlvMlI3HbnGOTjJ46/L05q7K6Wmk6OZWuLSUuqAx7QULcHd5gPHPTGePaqpUpx0lb7wpxlBNS/q/wAjCfwbqq9PIf8A3X/xFZN/p9xptwILpAshXcAGB4/D6V6hZTC4sbeZWdhJGrBnADHIzk44z9OK4fxp/wAhtP8Argv8zXDiMNCnG6ODFYWnTp80Tc8OnHhMfvFjJ3gM/Qcmtmw2Nah02EsTuZTnJBx1wM9PSsfw2zJ4WVkkWMhmO9l3AfN6VuWzFocmRZDuYFlXaM5Pb9K7KP8ADj6Hbh/hj6EDalCPOA5eM4VRnLnAPp6nFLLfNHc+QLS4fJADqny8jrn2pk91JE86xxruT5ySDyoUfqTwPpVx/Nz8hT8azp1XeV9bdl6nRZvqRWty1wDut5YSACQ64znPT8qyPFGtSaZbJDbnFxNn5v7i+v1rdTdt+fGfauA8YuX10qeiRKB+p/rTxNRxp3Wlzmxc5U6Ts9TOs9O1DWZ3aFWlYffkduB9Sa0T4N1UDI8gn0D/AP1q6fwpEsfh6BgOZCzN7ncR/ICtSSRlkKgqBsJHqTXMqFNU1Od9TCjgYTgpS3Zznh6xk0GG4n1FTGZHVEC/P6nPGf8AIrYGsWHmkbiHPX5Dk4x/j3qys0hCrtXcWA68fdzSPPzKhiDKoOQSOfw9Oa3hWo04Ja29DthQdOKhB6EI1izKFw77QQCfLbqfw+v5VZW5ja1FzkiMruGfSnQEGFcIqgcALjGPwqhql5YRFIrrU7W0YfNtmkVSfwJFXVqT9i50Y3lbRf8AD2Ljo/3j0LNpGzFrmUfO/Qf3V9KluJkhjy67snAUDOTVCS6jhtUupNZt0t3+5KxQI30OcGp5Wt5ra333keZGHkyBgPMbGfl9eM8CuSnGtGhKFOm1K28uXV9dm9fXQ1coOV2yK+eVrXL24QAght4JFT3QDXdoCM/M38qjmhWVxbT3qmZ1LRpwCQMZO3v1/Wl+1WV1fpFFfW73EBJaFZFLD6jORXOsLXm5yknryb8t/dld7abf10K9pBWV+/5CIi+dfcDoP5VG/wA1nZI33GZQ1PmurG0e6a4v7aLcQreZIq7CRwDk9SOaSWfT4LJYrm9t0UIHDtKq/L2bk9Pek8BWcXFRtdS+d53S+aD20E9X2/IsXqIbKTIHyjI9qZOxbSizdTGCf0qu8tqbeOW41SFrV8lGLqqvgZPzZ54BP4VYNxaXyvawXcDuUDbUcMQp6HAPT3redCrV9rPk5bx5UtNXr2dutlqSpwVle+pNbxotsgCjBUE+9LcTJDHl13ZOAoGcmore+snmNpFeW8lxGMNGsilhj1GcioLy901tsU2o20UgkwuZlB3jtgnr7V1Tp1IYflpL3raIhTi5Xk9BL55WtcvbhACCG3gkVcGPtp9fL/rWRrN/aadHEmoaigeWRERWZUwC2CxGeg5ya1ra5tb2Pz7WeGeP7vmROGH0yK5sNh6yrSqVE7Pl35b6c1/h06r+tqlUg7QT1QrxzM5Im2r2AXNCRyhlZ5s4HIA60+YusLtGMuFJUY71CZpY32GNmAAywB56ZPT3P5V2uMYyu7/ezO5y9wuqt8QL7+y5rONv7Pg3/aomcEb5MY2suKu3s9/D4g8Mw3FwN8puBOINyRyEREj5ST06jOaff6FYapem+urKfzzGIy8dzNESo5AIQjpuPvxTb7R0k0exs49K+1pES6+ZdujxN2Icnfnk966Y1YSaS7dhLUp3N/cfbvGiJdS4tbKIxASH90xickr/AHT0PHtWh4e06Q2VhqdzqN9cXMtujurznyiWUfwdOPXr6k1Ws9JFsl1BF4fWGO+Xyrhjd53LlhljnOcMSSOeevps6V9ojtlgmsltY4UVI1WXzBgZAGevAA/OqlJWsv60KscWLi+bwS/iw6reLqA3TeT5p8gYfHleX0xj5fXPetOO3m1nxZrdrPqd/bwQR27Rw29wYyrMhyePp06eoNbH/CMaI979t+xKZGk87Akbyy/Xfsztz3zisu48Mre+INavLyxMscywLbMtwYy4CkOCVIOOnB4OKvni7/12JehjnXdTvNE8Nws17Mb2SdLiSxKpNKsRYLtJIA3YDEgg4BxXQeFzqaXOoQ3cF/HYqUa0N/Iry8g71LBmyAQCMnPNT3Onw3Gnw6fLo8bWsIUpGjbfKIyBtI5Bx3HrVjRtOTTvOWO0MCvglmuGmZjz1ZiT0qZVIuLSRKkmzn9U8S3dtqk1tLa2ciRSEKXjJO3t364rsRFCziYRoXI4faM/nXBeMYPK1zzAOJo1b8Rx/QV2mjz/AGjRrOXOSYlB+oGD/KvNou9WUZanNh6knVnCTvYg1y8XS9JmnjiiZ2YAK6/KxJ5z68Zrm9P8UTXV/a29xaWQhaQL8sZyuT2yeOat+OLnENpbA/eYyEfTgfzNczfWjaebKRcgywJMD7kn/wCtWOIm1U02VjDE15xqvleiseomNDIJCilwMBscj8axPEWpf2LZxm2ggLzPhldOCAOeBj2rZt5hcW0Uy/dkQOPxGa4vxvPuv7aDP3Iy35n/AOtXViGo03JbnXiqnJScom74dvZNU095ri3t0AcxosaYGMAnqT/kVrTzw2kDTTOscSDJY9BWf4bt/s+gWikcsu8/ic/yxXLeLtUa61A2SN+5gOCB/E/f8un51LqeypKT3JlWdKgpS1Zav/GspcpYQqqf89JRkn8O1Zn/AAles7s/ahj08pf8K2/DXhyA2iXt7GJHkG6ONhlVXsSO5NdR9ng2bPJj2+m0YrONOtUXM5WMYUsRVXPKdrnHWHjWVXCX8Kun9+MYI/Dv+ldhb3EV1Ak0EgeNxkMK5vxH4bt3tJLyyiEUsY3MiDAYd+OxrI8J6q1nqC2kjfuLg4AP8L9j+PSnCrOlPkqap9RwrVKNRU6run1O5a6VbxbYo+5lyGxxWX4gmmUQRCNjAzZbYy7mODwAVbpwen/170kpXU4o8zbW54A25APfOf09KoeJVRoLMyxM0YuFDNsDBAeCSCrDoT2H19e6n8R2XbTL9vcyR2NibgFppUQMQAPmIGeOPftXG+NP+Q2n/XBf5murXmw0zchib92fLYAFeBxgAevoB7DpXKeNP+Q2n/XBf5muTGfA/U5Ma/3T+RueHnCeEwzSrEMuN7dBk4q0bye2tLBYpLeTzJhG78BSu7BC8rzzxgHp0qt4cbb4UDbwmC/zEcDnrV2WK6l+w4u4Sqy73BY5cAk4DDrjjtzitqHwR9DfD/DH0JLia5S7kVfNIZCIgqZXPy4JOPXd17Cl1nU/7JsDdeV5vzBdu7b1/CntPLDPMQqPGSGy0oG3gDGPw/nT3jN0jLItvNHk4VhuGe1Yx5lzWbu/LY1ldpqL1OSk8cXR/wBXaQr/ALxLf4VgajqE2p3jXM4QOwAwgwOK9EGlQ85s7HHtCP8ACuK8VQxQa5IkMaRoEX5UUAdPauWsqnJebPLxVOrGF5yuh1h4qvtPso7WKK3aOPOC6sTyc+vvVj/hNtS/54Wn/fDf/FVsaPaQ/wDCLwXCWFtcThWJ8xBlvmPfBNaEFvYGySe5062iLEjaIM9zg4255GD071vCjWcE1I1p0azirTtoSaXqJu9Jt7u4KI8gYkKDjgnoPoKt/aoMkGVQRkEE4PFUbi0vQ4W0j08W6/cSSM8AjnpwOc1eW1hxloYi5HzEIOfWutJpK7O6Kmkkx8c0UufLkV8ddpzXEamIW1PXdLlutOgW7aNmmvJQki5QD5B/GBjjkYJrtkhjidmRApbGce3tWG/h25VrtLfUIUguZHkcS2gkkBbqAxYcemQcVpB23M60ZSSViDUJLWz8UW95qRX7B9i8uCaUbkWTdluegJXHPfBqpb2El5oGqS2UZRBetd6aCpX7u0gqOwZg34H3rWEc2mXmm2FipljispECSylQdpjAJIB569u/arP9peemmTpCfKunAyZSrISrHkAYYcHvT5zO0XJqX9Xt1+ZkafLLrq6prVplWktvstkTwRhck/8AfZx/wGsfS0WddHtDf6db3FrLG/kR2jrcBh95WJbvyCcYPWusudYeHUfscVvE7eYiYeba5DfxKu05Udz7H0oTWXk1MWiQRFRI6OTN86BR94pt4B7c85HrRziag2ry19Hvcp6faQTeLteklhSR18hVLrnAMfOPrx+VE1pbzeO4PMhRxFprFAyghT5gGQPoSPxq1Y63JencthOIniMsbhX57gEsoGTnjBI96cmq3E2m3c6QwLNCm7y/NbK8E/MCgIPtjmlzFp03HR9W9vmc5aQRHU4bcxp5Ka7cbY8fKP3JPT681Fp1qyW2lLYosdzJbagqMvBLbht59jiuxt7t00v7Xf8AlQqsfmOyuWAXGSTwMd+KwdV8RW9/pMFzo9+TG8ro8keEK4Q/38cglTt6n6Zq4ty2EqMX1/rT/IyNLRZ10e0N/p1vcWssb+RHaOtwGH3lYlu/IJxg9a0rWxtZdO8VSyQRvI1zcKWZQTgICB+ZJrSMerXGo3QXzorN7aRYyWX7/wAmwjncD9/PAx78U0w6x/xLVheeGJVHnBwkjbtwzuO8cYz0z16ZxTb8yo4dL+vKxSviD4U0C7lG5IZLSWaQrnagxkn25rpbK6tL22E1lLHLCSQGjPBNLPdw25IkbGACfoTikgvoLiXy4mJbbu+6enHf8aycrlxSjLckdZS3yOAMelLGJAD5hB9MVxXxDtb2d9Kka2vbvQ4pHOo21kxEjjA2nAIJAOcj/wDWE8GWXgyS+a98MzyRzIhWS0M8nGe7Ruc8dM9KaoJL2l3+hv0L8+sX6fFG20ZZ8ae+lm4aLYvMm9hnOM9AOM4rU1u11C5EK2ErxlgyOyvt2A4YN155Xb/wM+9cX4j0w6x8X7CyNxNBA+k5n8l9rOgkc7cjkAnGcds0t5otp4L8b+HG0MzW1vqMskFzbmZnR+Bg/MTzz+g9625E7W3sKUVJWOjFnrb3VvLJJOiNsdlR93lMXZmVv3gBGCF6NwOMd71pbXf9qXYmW5+zSB8SSTkEHcMBQrkYxnBwpGB1ya4vx1rtk3jCy0LWNQms9FS2+0XIhD5nckhUOwE7eM/n7VlWOs+HtI8Y6Kng69nNpeTfZ72zYTeX8xAVx5g65PY9vrTVOTjf9P1JVFI7qPT9Th8P2FtBHcRyQlVuEaYsz4TGUIkGF3YONy/TsdC0sbs3MLXc1yyR20Qz5pTdICxO5Vbk4256g+9cV4612ybxhZaFrGoTWeipbfaLkQh8zuSQqHYCdvGfz9qyrHWfD2keMdFTwdezm0vJvs97ZsJvL+YgK48wdcnse31oVOTjf57fqCopHpGn2d9BdwyzPOwbz/ODzllGXBjwucD5c9PxrZrzjX9POq/F+0sWuJobaXRv9IELlGkQSudm4cgEhc47AjvRd6Xb+BfGGgPoplhsdTmNrc2jSs6EnG1huJOcn9Pc1Dpp211tcqMElZG145t8wWlwB91mQn6jI/kaveD5/N0JUz/qpGT+v9am8VW/n+H5yBkxlXH4Hn9CayPA03y3kBPTa4/UH+leb8OJ9V/X5HA/cxfqv6/IzvFUrXniIwJzsCxL9Tz/ADNaPjS0EdpYyIPljzF+GBj+RrK0of2n4tWU8q0zTH2AyR/Sus8U2/2jQJ8DLR4kH4Hn9CayjH2kKku/6GMI+1p1Z9/01F8L3H2jQLfJy0eYz+B4/TFcf4jka78STonOGWJR7gAfzzW34HuP3F3bk/dYSD8Rg/yFYekKdR8UxSHnfOZj+GWoqS56UI9/+GFVn7SjTj3/AE0PRY0W3t0jH3Y1Cj6AV5QS13eEsfmmkyT7k16y67o2X1BFeTWzeVeRM3G2QE/garG/ZReYfYXT/hj1STMMaJGyIqjHzegHaohJdM+1Xt+c+pxUtw6oBugaXr91c4qMXGBu+ySjAyPl59K6JRlzb6HotpaE0SzEMJyjA9AoryqdTaX8qIcGGUgH0wa9Xjcum4qVOSMH615VqLB9Tu3HRpnI/wC+jXPjFaMTzswtyxZ6OLpPtUG+eQBwHALKF5BwPX/6+KZrZJhhRHdJWf5WjV2Ycc4CEZ/E4+vSlgzFd20ZLf6lQVOeMKff+npVPxCLmV4YYIJHGN2/ySyoemcqd2cdh19RXfS1Z3Rb5Xc0FPm2li6XXmfcbzH+UyjHXAA5PXGBXH+NP+Q2n/XBf5muvKvHYWSIQHAQYCGMdB/Dnge3auQ8af8AIbT/AK4L/M1x4t+4/kcuN/hP5G/4ZV38LqsZAclwpPTOfxrSSx8628q9RWxuUbJDypOcHAHt+VZPh6NpfCiqgzIGZkGerBsj9QKu2tlNC8hng81NmQoKncz7S45PquefWtKU2oRSXQ1pfBHToTT21rb2TzNay7VUsyK/IGDn+LHQnvUhFvYA3CQyHzmVXYNnGW4zk9MsenrVdIrhfD5tfsknneSYgu5Ou3Gc7sYqW78+WwjRLWUvvQldycbWB/vY7VbnKz9DTpdLp2NCvO/F/wDyMEn+4v8AKvQ1JZQSpUkfdOMj8q888X/8jBJ/uL/KscZ/D+Zz4/8AhfM6bRYxL4PiRl3Bo3G0A8/MfQH+Rp8kQtvDSxyQyRheGQurEZbrnGD1z09qboi7vCVviN5CFYhEcqW+Y8Aip7yNYdEYRQsFDE+XNyTljkc59eK6qP8ADj8jan/CXoY/xB8R3Ph/RYhZHZc3LlFkxnYoGSR79B+NY0HwwlvoVn1jWrqS7cbnA+bafTLE5/Sug8c+GpfEmirHbFRd27+ZEGOA/GCue2f6Vz+l/EWbS9mneJtPuILiMBTMq8tjuVP8xnPpXTDm5Pc36mdTl9p+926di7ofgy70LW4Z4vEEstimTJbsShPBwCMkEZ57dK7O5vrSyh867uYbeLdt3zOEGfTJ+lVtN1LS9ag+0WFxDcIOu3qCfUdR+Ncv8UwB4RQAY/0pP5NWEPazqWqWNnyUqblA6bUv7KAiub+5igwpWOVrgxcHBOCCOuBRHa6XqMMD28olhgwIjbXLBVwMcbGxnBrkPD3gy113SbbVfEDzXdzPEpRDIVWOMDCgYx25/GsjV7I/DrxPY32nSy/2ddEiWFmzwCNw9+DkGtVTi3yp6mUp2XPKKs/vO+m0u8a/lmjkC75EIlFw6lVGPlMYG1u/JPeqrGPTNQD3mpWlrmZpHd70r5gOcDyjhRxjnnpXRMFkjIzlWGMg44+tcba/DHQYyz3ZuryRiSWklK/+g4P61nFR+0yp0bO8EdDp8elTK7afcJLGVKlYbkuig+gDYX8MVYisrW3LoquzTDa5kdpCwGeCWJ45PHvXl/ivRovAurabq2iySxI7kPEXJ6YJGepBB6GvVHGbqFgoPB59OKVZciUo7MdJptxcUmv1Mm6ufDsNnc6Rc6paxo6mKSKa9G9QRjHzNkcdqd4W03SNL0poNFulubcylnlEqyZfA6leOmOKoeKPC2iXGmapqMtghvBbySiUMwO4ISDwfYVR+FX/ACKcv/X2/wD6CtaWXs7pgm1VUWl5Hahm84r/AA4zVa3vbW8EktrqEE0cbYcxOrBfYkdKsc/aCe22vGPCGkXHiHUr/TJLqWHS1k8+5WM4LkEhRn8/y+lYUqSqRk5PZl1arhKKSvc9di1nSp5xDDqdnJKTgIk6lvyBq9XnviP4daLDoF1dabHJBcW8TSqfNLB9oyQc+w7YrY+Hmqz6t4Uie5dpJYJGgLsclgMEZ/AgfhW0oLl5osUakufkmi/rl94gsp4W0jR4NSgKnzUa5ELhu2CeMVgabo+t6r43tfEepaVb6OlrC8flJOsslwWBHzMoxgZz/njuqqXZlMsEaAbWY5/eFSeCccCsqlf2UL28uvXT+tDdGBPo9+/xRttZWDOnppZt2l3rxJvY4xnPQjnGKPFGj3+o+I/DF3aQeZBZXTSXDb1GxSBg4JyenbNdBJd+VMI9m5dyoSCSQTj2x3HenC4kYyERDZGSCS/JwOwxUrGQ5rX1WmzDU5vxFoepp4gtfEuhCCS+ghNvPbTttWeInOA3Yg+vt6YM2l6n4svdRhW98PWunWQJ813vVmcjBxtC++OvatkXbS5R7bcGBG0MDu+XOOcDoazI4tWistIghgkiMKRLP86EYBUMD8390NgjP4GtKVeNWPu6206kylboU/EOh6oviG08S6CIJL6GE209tO21Z4ic4DdmB9fb0wZtM1Pxbe6lCl94ettOsgT5zveiZyMHG0L7469qtyQalLb6hGfP5cNCwdVZhuJKgA8cYGSRnPQc1sRZEKZDA7Rw5y34471blpZ6gpX6HnPiEamPjBZTaSsMl1Do+/yZm2rMvmOCu7secg+oFaEel+IPEvijTdS1zTotLsdLLSQ2y3CzPLKehJXgAYB//XxuyeHfM8bReI/tWPLsfsn2fy+vzlt27PvjGPxqz5esgyhZrQrgmNnUkk7j1xjgDj8Kt1NFbsVcu3cAubOeA/8ALSNk/MYrzzQbs2Ut8xOCbSQD/e4xXeWy6mGQ3Ulqw3HeI1YcY4xnvmvOtYhNprN5EuVHmNgex5H6GvMxnuuM0edjrxcai6G54Ht913dXJH3ECD8Tn+ldjcwi4tZYG6SIUP4jFYng638nRPNI5mkZvwHH9DXQVrh4WpJdzfCw5aKT6nm2hXTWN1eBuCbaVcf7QGf6Vf8ABNvv1OecjiOLA+pP+ANZeuwm0168Rcrlywx6MM/1rqPBNvs0yecjmWXA+gH+JNcVBN1VB9Lnn4eLdZQf2bnTV5l4gsWsNZnTGI5G8xD7H/DkfhXpe9ckbhkdRnpWbrOk2+tWnl71WZCfLcc4PcH24rsxFL2kNN0d+Lo+1hZboqafPc6zYwz22pGBkQRyx+UGww6n8eMVYttL1KJwZdbllX5vl8lRknvnnofw7VxDR6p4euy37yB+m8cq4/kau/8ACZars2/uM/3tnP8AOs4YxRXLNamVPHqMeWorNHYajfDSdHMs0oeZUCqcY3vj0+vNefaNZNqOrQQYJUtukP8Asjk/596ef7U8QXQz5lw446YVP6Cu40HQ49HtzuIe5k++46D2HtWeuJqJ291GXvYuona0USu3/E9jXzP4PukezdDRFZ6l8hm1AABssqRg5HPGf/rVM+P7Sj+dwcfdwcHg++Mfh1xVHxJqtxpNnFLbrGWeTad4J4wT612uahFyZ2uShGUpbIurFPCsEbytM/mEtIU4xnp3xXG+NP8AkNp/1wX+ZpjeMNWbo0K/SP8AxrKv9QuNSuBPdOHkC7QQoHH4fWuDEYiFSLSPPxOKp1IcsbnQ6HZ3z2ltd2jOoRQvysoDfvgWBz/s5/8A14rRih8QCK7M8szsZUwkaxqdm87vLYuf4cD5gvT1zXL2PiDUdOtxb28qiIEkKUB61dXxlqi9RA31Q/0Nb0sbCMFFrY3o46nGCi+h1HkXiapBcKl28X2TbsaVQFcf3xnqfUZ5FU7G312WCOO7kuIQbzLncm8Q+R0yC3/LX8foK2UnuJdMhnijR5nRG25wOcZ/TNMe41AFttiGAPA8wDIyffjt+f5dqldHfzoq2kerDXrl7mZvsXzCNAi7CPl287t2R838Pc89K5Pxf/yMEn+4v8q7pZbxpFVrdUUpkvuBCtzxjqe1cL4v/wCRgk/3F/lXHjnemjix7vS+Z02ioZPCEKCMyFkcBQ23PzHv2+tSzyTt4eWSRXtpt44dyxX5/wC9gHn6d6d4Y/5F20+jf+hGr19a/bLYw7woJ5yM5/UV0UX7kfkb01elG3Ys1XvLC01CAw3ltFcRH+GRAw/Wue8Uxa5c/Yrrw7qcEJRnjdGkGJWJGAAQVJG1hXPWmteP7zdFappdwV+9JFNCxHucP/StowurpoJ1op8rTZS1PTo/BvxB0ptId0hvGUPBuJ+Vn2lfceme4roPip/yKKf9fSfyaofD3hO9udaHiDxBqEV5dQsRHHCwZUZeOccDBz8o70fEm7hvvA8FzbvvikuUKtgjPDdjW17zj1sY8rVKbtZPY6bwrKk3hPSWQggWka8eoUA/qDXG/FyRTa6VbjmVpHYAdcYA/rS6Tp/i3RdHtJNAe3vbG5gSdbe4IDRMygkAkjjJ9fw9Z9L8Ja3q3iGLWvFMkeYCDFbIQRkHIHHAAPPU571MUoz57jk5VKapqLu/uOm1/VX8O+FJr0KHmhiVEB6FzhRn2yc1yGg+F7zxZpser67rV863BJjghfaAASPoOnQCu513SY9c0W606ViizLgOBnawOQfzAridLtPH3h21GmWlnY3drGT5cjuPlBOePmU4+opQfuuzsyqq99cybjb8Tn/iB4Y0zw5FYfYnnMs7Pu82TdwMe3vXrzk/aYMAnAOcemK828Q+CPEer2I1C7mW81ZpAvkRsqRxRYPAJwM5x/8AXr1EcKPpUV/fhFX2ChG05O1k7Gd4h/5FnVf+vOb/ANANcz8Kv+RTl/6+3/8AQVqLUbzx7f2Nzaf8I7aJHPG0TH7QhIDAg4+frzWd4ctfHPhrT2srfQbaWJpDITJOm7JAHZ/atFH3Grr7xOd6qlZ2t2Z6WAfOJxxjrXm3wsUNc+IcgH5oxz9ZK7/SZr+40yKXU7VLW8OfMhRwwXk45BPbB/GuU8AeHtT0W41htRtvIW5ZDEfMVtwBfPQnHUdaypxUITV9zSpeVSDS7/kbdwhTwVeqev2SY9QeobuOKwvhR/yKlx/1+P8A+gJXTXWnsPDt7ZW+ZZJIJUQE4yzA8cnjk1j/AA+0a/0Pw/Na6jB5EzXLSBd6t8pVRnKkjsapNezZKi1UjpsjqpHEcbSHOFBJx7Um1ZCjkcryvtkf/XqrdwPK8h8rzN0W1DkfI3Pr9R09KZJbzNOreXyrphht+6MZyeuetebUrzUmuRtf8Prt5HVYtNawvJvKnO4N944yOhx0zxWfNremW0l1AzuXjYeaqIWOSrHt7I35VZRD9sMX/LKM+b9Ceg/9CP5VFdpp1lLG72MJe6mEZZY0yzHIyc4J4ZvU/MfU1tQUJ3fLbX/h/wBQ9SNtV0+Iu0aSyNHIi4RDyWbysjPBAIwfpSP4ksIUma4aSIxSNGQUJ3YZ1yvr9xjxWfrmrWGjana2cml28iagy+dIcLjDAAkbTuxnPWs7UfGGlmeW2stF/tIKfnYIAhOSc9Dnkk5x1JNdEYQjsjnni6EG1J6o7C3vIrqSZIt58ptrMVIGcZwCevamOkc1+yTAMojBRW6Hk5P8q5/QvGun6ne/Y3tWsrmRuFbBV29M8c/UV1EkUcoAkjRwOm5Qaxr0+dJduj2ZdKtTqrmpu6KzXDoX2BBHE6ptxyc46fnTHleSSFjs2eeVCgfNwGH9Kx9c8XaVo12IBB9qvV42RgfJ7Fu30FZsXj62juVa/wBEmtQx/wBb94/XkCsZYerL7Wl/1v8A8C23UyljaEJcrlqdZb3NxMocxAIyFlJIGD2HU5/IUq3Mgik8wgSrtG3YRgk4Hfnn3psd1YPYnUYfLkgddxkjTOR3zjn61V1bUrfSfD0upRWiTRYRvK+5uDEAZ4Pr6URoVkl719/66f8AAN5VIxi5vbcsvIbiwuxMi7owy9O+3PqfX1qzL532cGDYZAOjdDXNXXi7SrTRbS4mtQ0t0gkW0jAYjtycdOMZxVKz+ICtdw2j6JLAJXCIFcZJJx0KitKVGcZXlrpbz3f+ZzzxtBe65bnWgX+1tzW+7+HGcfjSXF5/ZunTXd+67IhuYxjtx29c1YuJvs9tLNsd/LQvsQZZsDOAPWvOPFnim61DSXs/7Iu7SGR13SzgjOOcYx7evat1EWJrxoQbb1todup026gh1QxsROFkVjnONuRkfQfpTbaTSoJla3UCSQcHnkFguefc/wA65TSfGGo2mkWltH4cup0iiVFlVmw4A6j5DXWaDq0+r2Tz3GnyWLrIUEchJJGAc8gev6VWxNGvTqtKO/ozA8a63qGmajp9vaThIpgfMUxqwb5gO4NdBfQadZIkp02CRnkCDbEmcnPr9K4/4iDOtaSPY/8AoQrUvvH1vHdPBp1hPf8AlnDOhwv4cHI96TinbQwVeMa1VVJdrdenRG0ms2yiSOCBiIwPlQAdVZv/AGQ/pV6C7S4nliVWDRY3Z6c9P05/EVz2ieObLVrxbOaCS0uXOFVzlWPpnjn8K3ZLu2s5XVwyliCWxncTn8ei/wAqLHZSrRnHmjK6M+HVL4aNcarOIGijildYI0YMShOPmLd8dMd+tLa3er3Fvc+dFFAREHhmKKQeuRtWRs8dDkdenFW4dR09Y2SEqsabuFTavGc47Uunppv70WNtBGG5cxxqu/kjnHXoafyBK7XvGPpRn0/RdKjhFos9/s/feQQB+6LZf5suxx1yM5q0mq307WsEQtllknmheUqzJ+7z8yjI646Z49eKS5ulXV4tImtLVrBlUKjR5AGOBjp1HpV7UXh03TfPit4QYBiFdgwueOMdPwrFYmm1KX8t7/IUYtKyeiM+71TU4Lz7NGbQkFYyzRNyxjZycbunyYx79eOZtUnvrrwwtxYBkuJVic7AWYISpfaAQSdu7oQfQg0zRb5dWec3NtbiaMqwKpyeCM855wSPoak1XUpdNltLWzii/efKFZThRwAAARUrF0vZKstv+DYqLsnJvQzbZL+2037ZHd3t2Le6WTyWt5o2aMgK6hZGZ34JYZzyMCobyLWDa6e8091FHMJZrny45pWjkYqUTETq4VQWXg4yORzmururqKzt2nnbai/r7CsD/hIb+6ZjY6eXQHqVLfyqquNp0mlLf8SpSjHRlWaz1OWG9ZrvUpHg0qJrd03w+ZP+9JOwHluEypz1GR0rrISzQRs4w5UFhjHOKwrbxI6XAg1G2Nux/iwQB9Qe1dACCAQcg96KeJhXXuPYqEk9jP1CxtdWxA85DwnJEbDIz6j8K5e/05NM1e2hjdnVtr5b/eI/pXS6fj+19TO4lsx5G7IHBwcZ449h0rG8Q/8AIwWn+4n/AKEa4MzoU1H2ltbrUzrxVubqSW8sbLY6eGBu4tRkeSH+JVDSNuI7AgjB75FR6YLi30Kx1WZIVW10/ZCsbFmlLBcbsgY5A455PWukvL2CwhEtwzBCwUbVLc/h9KSeeQ6e9xahWfZvQODz3xivUlK0b2J9hbW+3/At+RkaJDcadLcafdJErPCsyeXIZA5ACOeVHOQpIx/FXIeLZ/P+GlrnPmJdqsmc/ewx79eoruNG1V9UtZ/NVBLH1Cg4II49fepPD0jS6FbSNIZNwYhiSTjccDnngYH4UqFeM4qrHYuNNSouCejDw3/yK+kf9eUP/oAqFdWnbU4YgqNazTSQq2zacoGJ53EnlSPuj6+rLzWblNaSwtEibJUMXBOCeT0PYVqiztUmM620IlJ3GQRjcTjGc/Qn86yhWjVlJR6MLOVlF7Gdp+oXtx9hNx5GLy2MyiNCNhAU85PI+b2/GiK8uVshsW3WZrx4CwjIX75G7bnOeM9ap3WtQ+atrp1glwY1Ma/JlQvQhQO3A/Kq0WoyacwafRIIYywOY4dnPr9a53jqKdr/ADs7GXM1pf8ArQvQazeTQICsQuJhG0SpGW+8rMRgsOgU85FE9x/aOgQ3U0UfmrdIoIA4Kzhcjk4zjsT16mp7kWF5oM00EEDR+V8oKDgqOBj2pwj01dCt57q1haBIlcB0D4JAPGe5P511XXJz30H7Obi7yvoSaleXNpIrJ5aWqruklaMybee4DAgY74NXZI3Z1Knge+Mc/rXLtqMl66PaaHBIkXyxs8O/aB2BHT6VYHiLULd1W704gE4GAy5+mc1xTxlCas7272ZcKqUm3sbawytGeSuccbjzyfyp6wurK24nGOrZ7VNu+UFvl+tQTWySy+aZZEZVx8rY4/z/ACraOHpxtrsdDk+geTI0e0kDG7GGPfpRGH+1MWDY7Hn2pgskMqyieY4xgBuP5e1W6aw8dGntb8AUn1QVBILkyHy2jCY79RTL+7NnCjjyxukCbpGwq57mqUetGS5tIhECZ0DMob5lJRmGPUfL+tdLVzKVSKfK2WxFdIp8vyEJOSAOO/t9Kq6iBnTxduof7Wu0q5X5ucAcc+mD+YqOTV5RbWtypiYSOQ6xNuCjYT8xxkY6n2FP1oBn04iTDfaozgE/MNwz3+nr+tFOCi9ApyUnozjviYpfUdOUdTGwH5iu80vTYNK0+Gzt0CrGoBIHLHuT7muH+In/ACGdJ+h/9CFeiVT2Rx4aK+tVZddPyPOPiNClnqum38KhJ3DFmHGShUg/Xmu71a8NhpF5dr96GFnXPqBx+tcP8UPv6X9Jf/ZK7XWrRr7Q721jGXlgZVHqccfrR0RNK6rV1Hy++xyPw50+OaK71eceZctKY1d+SOAWP1Of0rtb6xt9Rs5LW5jDxSDBBHT3HvXH/DW8jOm3dgxxNHN5m09dpAH8x+tdpPNHbQSTzOEjjUszHoAKT3NMCofVo9uv6nm/hGaVLfXNElYMiROy7jgAg7W9cA5H5Vv+Jkkj+HciyuHcJFkgg/xrxkdcdM98Vz3hBHubjXtVIKRmF13Y7sdx/LFdF4pXZ8PHX0igH/jy1bMKDf1CXa0rempR8D2UFppdpqMoja4u5miV5OqINwAX05H610ja1aSAZhaQCYopwD8w2kEZ/wB4VT8Df8idY/8AbT/0Y1a1yJby1X7FeC3YtkSeWG3D6H+dRpfU6cLTtQgou10mSWt2l2sjICPLkKEH1H/665f4kf8AItRf9fS/+gtW3FY3wkVn1l3Ug/KIkGT61g/EFXHhO3DP5jLOm5wMbjtYE/nTVrjxn+7T9Df8N/8AIs6Z/wBeyfyFX5IEknilbO6LO38RisDSLrUE8PaT9hs0uI/sy72MoXkDGPrnH61cS+1t3QHR0jQsAzG4ViBkZOB7Z70WZvRV6UfRHH/ExS+o6co6mNgPzFdjp1smkNbaZa/ZlhRMuM/vHODlsfUVyXxE/wCQzpP0P/oQrrpR/wAVHCSiYEfytvAPRu3U9P5+9HQ4KSX1mpLrdHHfEaFLPVdNv4VCTuGLMOMlCpB+vNeiShzGfKID8YJ6V598UPv6X9Jf/ZK9E7UnsaYdWxNZLy/IrEXhXhoQ2fcjv/8AWqaISCP96VL5P3elQ3UE820wXRgYKw+7uBzjnHtUAsrwQhRqB3hdocx59ecZ9x+VSo26nZqnsZXiQfZ9RsLwfwnBP0IP9TU3iiQvBa2qH5ppf5cf1FO8RWzf2ICzl2ikDbj1wSR/UVUWT+0Nc0wdRHAsjexxn/CvIxHu1KlJfb5fx0ZjLdx72JbVRY+LZYV4SaP5R+AP9DSXQ+1+MII+ohUE/gC39RT9dH2bWNOvB03bWPsD/gTSaOPtHiHUbk8hCUB/Hj9Foa9/2H9+/wArXDryeZB4pleW9trNTxjd+JOP6frXS28EdtAkMShUQYArmPE6NDqVrdY+XaB+IOf611MciyxrIhBVgCCO4row3+81W99PuLh8crmX4itUn0mSQqN8WGU/jzSeG7hp9IUMcmJjHn24I/nUniCdYdGmBPMmEUepJ/wzUHhiFotJ3MMeZIWH04H9KHpjly/y6h/y907ElgrvrmoSM77VCqiGTIGepxk46cdOtZPiH/kYLT/cT/0I1vWdrNDfXk8vl4mZdmwnOBnrx16etYPiH/kYLT/cT/0I1WZ/wfmh1/hOkFwxvjbiMbAm4vnocjjGPf1qFZZ/7beLcTb+RkLt4DZ9ceh6Z/rS+RL/AGyJwg8rydhbPfOelV08j/hJ5NuPOFt82D2yO2Ov4+n4egi4t63Mi2A0rxQ8BGIZjtA7YbkfrxXS/urGzJG4RRKT8zFjge55rE8VWpMUN4nDRnaxHp2/X+dN1nUxL4egZT89zjdj2+9+teRTq/Vfa03stV8/+CYqXs+ZfMi8NxNd6jc6hKMkE4/3m6/p/OtbX7hrfR5ihwz4QH69f0zUmjWn2PS4YyMOw3v9T/nH4VB4jhabRpCoyY2D49u/860jTlSwbXVpt+rKUXGk+5m6DqGmWFj++mCzuxL/ACMSB2GQP85rQudb0i5tpIXuQVdSD+7b/Cqeg2GnX2mq0kCPMjFXJJz1yP0rU/sLTP8An0T8z/jWeHjiXQiocvLbzJgp8qtaxzmhTSi2voEZgTGHUj+Eg4z1HtnntWze201/4ahWMBpfLR9qnO7gZAOTn8zU1xpdvb2F39jgCSvCygjJzx+dW9Pg+zWEEW5m2oOWzn17811UMM44X2NR9y4U7Q5WYOj69BaWyWd2jRGPI3beOvcdRXRQ3EF1HvhkSRPVTmorvTrS9H+kQKx/vdD+dczqenvoM0V1Z3DBWOMHqPY+orBzr4SHvWlBfJk3nTWuqOpuULqoAB5P8qPKBZiWXBB7evvTYxHfWkE0iffQNjJGMgGq93DYWFtJdSxEqpGFXJJJIAAHqSQPxrp9hGcue172N+aWyLyEIgUsuR6cU/IPesaHUdIdgkj/AGe4djEYZXw4O7bjgkdTjg45HqKu2U1g8s0dnLG7xnEgVskckfzBH1BHat1GUVa2gve6liaISoOAWU7kz0DdqhxfcnMH056f5zRRTauDjckjE4kPmFNnONvXtj+tPeGKVkaSNHZDlSyglT6j0ooprQErHL+K/DN7ruoWNxay26JADuErEE8g8YBrq6KKLkQpRhOU1u9zlfGXhm98QtZG0lt08gPu81iM524xgH0rqqKKAjSjGcpreVr/ACOS1nwX9o1A6lpF41jeMctjIVj3ORyM9+tUX8IeItSxDq2uhrbOSsZZs/hgCiindmEsFRk27b7q7sb8WiSWOnPptilr9jKlSsu7c+RgliO+f044p2uaRcan4Yk0yF4lmZUALEhRtYHryegoooubOjFwcOjViXw5pk2kaBbWFw0byxb9xjJKnLE9wPWrX9nQ5iIZwYk2Lgj0Iz9eTRRSavuVGnGMVFbIWGxigVQCzFQwBbBPzHJ7VBfaNbaho8mmzlzEw4bPzKc5BH0oopJW2B04tWa0OTt/CPifTFMGna3EttnIDMy4/DBA/Ouq0Kxv7CwaLUr03c7SFt/PAwOOfofzooqmzGlhYUneN/vdjH8V+Gb3XdQsbi1lt0SAHcJWIJ5B4wDW+8Mh1FJBCpQf8tNx44I6Z68jnHQmiii5caEYyc1u7fgYPjLwze+IWsjaS26eQH3eaxGc7cYwD6VfubDWPtl7JZ3cUccwygdicNiMdNvH3X5B7jiiihOxUKUYTlNbytf5DltNZEZD3aO/kooYPt+YY38bOpw3zds/dqsdP8R/vGGpw7jGiqp6AhRu/hHJPf36DpRRT5jXmNOW0uJtCNrO4luTDtZhwGcDr271m+H9Lu7S6lnu49h8sInzA/yPsKKK5p4eE6sar3Rm4JyUi7r9jLf2ASBN0qOGAyB7HrTNAsZ7K2mN0m2aSTJ5B4x7fjRRS+rQ9t7bqHIubmL19Yw6hatBMODyGHVT61gx2GvaaDFaSrLD2GRx+DdKKKVXCwqS57tPutGEqak79Ry6JqOozrJqk+EX+BSM/hjgV0caLFGsaKFRRgAdhRRVUcPCldrVvdvcIwUdjM1CbWEudtjbRPDgfMxGc/iRWLd6frl7dJcy2q+YgAGHUDg59feiisq2DVV+9N27XVvyFKlzbtmgtx4lHWzgb6lf/iq1haD+0vthc58rywmOnIOf0oorelSdO/vN+pUY26jr22W8sprdv41IHsex/OuXtND1F7m2ju4dttE2T86njqRwe9FFZV8JTrSUpdPx9SZU1J3Z19IyhlKsAVIwQe9FFdRoc5PoF3Z3DT6VPtB/gLYI9vQj603Z4nk+VnCj1yg/lRRXE8DBP3JOK7J6GXsl0bRraTZ3NpA4u5/OldtxOSccdMml1a0ubu1RbSbypUcMDuIzwRjI+tFFdHsY+z9n0L5Vy8pkhfE8Q2gq49SUpF0XUtRnSTVJwEX+EEZ/DHA+tFFc/wBRg9Jyk12b0I9kurbOlVVRAqjCqMAegqC9tI760e3kZlVsEMhwykEEEZ7ggH8KKK7VpsalBfDtqN7PPcSSSEF5GK5YiQPk4GOoA47CpdL0S00mSd7Yf60940BAyTjcFDEc/wARNFFPmY7s/9k=",
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",
"text/plain": [
"<PIL.Image.Image image mode=RGB size=400x200>"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from wordcloud import WordCloud\n",
"\n",
"text = \"\"\"\"This is where it happened,\" says Felipe Luis Codesal, opening the gate to a three-hectare field on his farm in Zamora, north-west Spain.\n",
"\n",
"One night last November, a pack of wolves got through the fence surrounding the field and attacked Mr Codesal's sheep, many of which were pregnant. When he arrived the next morning, he found 11 animals had been killed. Over the following days, he says, another 36 sheep died from injuries sustained in that attack and miscarriages it triggered.\n",
"\n",
"Mr Codesal fears that such attacks will become even more commonplace if a proposed change to laws protecting the Iberian wolf comes into force.\n",
"\n",
"The leftist coalition government plans to prevent the Iberian wolf from being hunted anywhere by categorising it as an endangered species. The reform is yet to be implemented and could see changes.\n",
"\n",
"Iberian wolves from the Iberian Wolf Centre in Robledo de Sanabria on February 21, 2020 in Zamora, Spain\n",
"image captionSpain has Europe's biggest wolf population: These Iberian wolves are kept at Zamora's Iberian wolf centre\n",
"\"It's like in a nightclub when there's a fire,\" says Mr Codesal of the wolf attack. \"There's a stampede and people get trodden on and hurt. This is the same.\"\n",
"\n",
"He was not entitled to any compensation and estimates that the financial losses he suffered from this incident totalled around €12-14,000\n",
"\n",
"\"It's not even about the money,\" he says. \"It's emotional, because the animals are part of my family.\"\n",
"\n",
"A 'historic' change?\n",
"The region of Castilla y León is the habitat for most of Spain's wolves. Figures gathered by the local government showed that they killed 3,774 sheep and cows in the region in 2019.\n",
"\n",
"Felipe Luis Codesal's farm is just north of the Duero river, which marks a natural border between north-west Spain and the rest of the country. Until now, it has been legal to hunt wolves north of the Duero, under a strict quota system, because that is where they are most prevalent.\n",
"\n",
"South of the river they have been protected.\n",
"\n",
"Conservationist groups have welcomed the government plan. When it was unveiled in February, the Ecologistas en Acción organisation hailed it as a \"historic day\".\n",
"\n",
"But Mr Codesal, who is a member of the UPA association of smallholder farmers, warns the reform will ruin livestock owners by allowing the wolf population to spiral out of control and roam uncontrolled. The UPA is unconvinced by measures included in the plan to subsidise the installation of fences and the use of guard dogs in livestock farming areas.\n",
"\n",
"Biggest wolf numbers in Europe\n",
"The Iberian wolf was close to being wiped out in the middle of the 20th Century. But it enjoyed a resurgence on the back of new hunting regulations introduced in the 1970s and the migration of Spaniards away from rural areas also encouraged its spread down from the north-western corner of the country.\n",
"\n",
"In recent years, wolves have moved into areas such as the Guadarrama mountains north of Madrid and near the city of Ávila, to the west of the capital.\n",
"\n",
"There are now some 2,500 Iberian wolves: around 2,000 are in Spain - the largest wolf population in western Europe - and the rest in Portugal.\n",
"\"\"\"\n",
"\n",
"wordcloud = WordCloud(background_color=\"white\", max_words=5000, contour_width=3, contour_color='steelblue')\n",
"wordcloud.generate(text)\n",
"wordcloud.to_image()"
]
},
{
"cell_type": "markdown",
"id": "third-eagle",
"metadata": {},
"source": [
"### Ćwiczenie 4: Wykonaj chmurę słów dla całego korpusu z ćwiczenia nr 1."
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "electrical-disposition",
"metadata": {},
"outputs": [],
"source": [
"from wordcloud import WordCloud\n",
"from collections import Counter\n",
"import spacy\n",
"def my_word_cloud(path):\n",
" \n",
" f = open(path,'r', encoding='utf-8')\n",
" text = f.read()\n",
" f.close()\n",
" nlp = spacy.load(\"en_core_web_sm\")\n",
" doc = nlp(text)\n",
" tally = {}\n",
" nouns = [token.lemma_ for token in doc if token.pos_ == \"NOUN\"]\n",
" nouns_counts = Counter(nouns)\n",
" \n",
" top_4000 = nouns_counts.most_common(4000)\n",
" \n",
" tally = {word: count for word, count in top_4000}\n",
" \n",
" wordcloud = WordCloud(background_color=\"white\", max_words=4000, contour_width=3, contour_color='steelblue')\n",
" wordcloud.generate_from_frequencies(tally)\n",
" return wordcloud"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "3ba1ab71-4c87-48d2-b554-9b0723b18c20",
"metadata": {},
"outputs": [
{
"data": {
"image/jpeg": 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",
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",
"text/plain": [
"<PIL.Image.Image image mode=RGB size=400x200>"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"img = my_word_cloud(\"./books/Books.en-pl.en\")\n",
"img.to_image() "
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "aa899917-3f98-4912-9954-9bbfe4879081",
"metadata": {},
"outputs": [
{
"data": {
"image/jpeg": 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",
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jVBc3CcWCmOSwwuOVSVnRmWMSCU+1QE4TWI0Eb3C0dNgqg4WJ1caD4WLPOEgtTLC7jI2W05Fi3Ppus1Mr4QUha3/rW7DRQOEq1W+PkY6mOLCLE850wCtPigAmdhikxTw1MXXTCxIYgzLAUn4owVAANRKE8sXADyZJV38oesppBbrM+R0Q9P4LRkvHYg4BFjGzsw02fhCX6zfjmqq8xH9B5EIA3Zp49bOFbyn48tygYRR9kiwuVhL5yOnnJVzxcNU5JQW5c8Knvln66Ysj/jEg54tHQEkoCV+gEIggm+gVXZo4fGZUMjC3Zox7OX9PcVfbxPA4OgG+/99WX5ccEvzclt1QVX47W7zpzhsgmG78+qeDmDYzmjQyKeivGTMSQmFGSgIm36ninxw68eL2vR8fOs4WWBsLSzHDvvnOG6JUCoq41WAMkojp9RIY0urh9Zs2FpQsGZ4BnY5IKxBA14O0Wj157H3TJ1K6SEFTy9Wfr31m065JCXExQUrQTEyIxQmg2WCAwFqanenL6E5qvODApPB/wTOryXy4xrDj99rr0UMnKRfFymbwAkX0uvoJrLFpsfBYq+/QESXru7Onn5s5Gwrhs3v3TE9IoN8IOhc6fHDjqcvumgPM8d1FC66ZtP6jXRBG6jDl2SMVDrvzqvvmASNTSQQivkwp3rPhZHxaRGl+LV1gqfhywrDZ2kHgIEHsqc7vIbMoozvwmKGbH/XMgdZ3HG4z7LLZQSszlAvgvjE9/KGNDY/D7VAhiJge9hDFgV0c+C2NT5mcHUZH66/1fw8XDxsTfL1Xnr1t6HYDGLQWwBYmbEwvY/o/d4CLnqRgTo9PHRt/3hhY1gcqG5iuXHqs/b1S3e+wZMHC1WQ+qRGlwa4/UEFP/vjgHJwU5bKoeQBw3+5L9Wg97EPEEcRIIiPFHp3xf3UsTxi2q6Fi6vp358Wk3ZIxNjs4grQkVaWhYHwXYi7f6LCRLAqIVCkgrQBjwg4Ca1JSHKQVkhBPEFgtBiMlsNQSMWP0d8O4nFd27q9s72IwRBJi7rUVC4m0AiZULmOTYYgH9eLRX7b8drZkxYis5xbPIR8viMvbOvaUV0G3urdPWgGZFRG2YmQWRprr8gsgxdg8/1cYaO7R0ik44fzcZD5Wqlt3tPXlePmcTNVVCkEc1ap+by081uAyii+ftBgvWYPBIBMI4JpBvxGEgA1EJ4et+3Bn1tgksURA5RYcq5QpJRxuIMFI5eLasubEzCicJr05c3QCnY+Ud64boU9EwmFlVsRjdErAMFctj32TgYyW5K6My2UgvRafF/k0g8wXT+BFvCCMBy3OLoyMGIKfzoQarJkcHj2LfvRqXn2OAoE9eTDY02kAW52dDMz/KpmiXHSy4+MyPQTW9ZWG7WhqimLReTfmbHvLMI13kbStZd/c8KnnzfmCFJTw+B9PXwkHiK9KT1y69csHsqfemTWB4izmDTAEDu1RoEBMyalIhaK3oMBT0NbjTUphGFeoAsFSCVQn4gxECGDhIv4KBMkG8G3+8/ftG84UrcwZ9swlsxkf6aHqOhQZFx/DUDUwJgW+oOl8lH12G9iYDqMZSLlI2GW2QCvE1Wi16Sy2lLDgNoMpTCEz2exBUnFDlx6yXtBnuaf4GB0NlYZN1YZtsJlmqK6A2rWp7paxoX9LkHu6vX4CK7+qKTM2DGaszJgwarZy9egxX+TnmR2OG3NGUR8Yu3EMzIR52W6Xm8PlpI30CMVlt87AtdvdHdg3ZQvMmje2jJ2VdWTb2cvvnkMR05mIuOfeD7rAAhs62dDhP1gcCp1II0rHfF+NYU+SwnP7vB6RkjHQSupNBxmjpzrTQdBHesyKnoPP9QwT2CPEZsspT/b5HtxAT9+OmcrzZXCuHCYNMW9Qod8K73nMJMDkn6Tw6M704/eKkvmJqYzvgU5A4M/OnHxlxgKSpIA9bYfXN2yNl0RPD2Wa/BiUf05yuDr8xfGXTIlIeOTwRiKwBqwaU+EUDWXuIV9gX5907sWDVWtTYWlxSzsUKLPdYXU64frklT9dt/JKQCG/OJL3Q95Z3P/rxuQwpBUImnUGXNeePIOTzURvtbKR54HZ3PRls7WaKjhMOXG0eva2grK6Th0EVoNWjx+C64LhqWgezsLGVuSqJGLcNJ3Fes2EkVRBWGOrDTsqDRvbrQVR0km5mnsjpROoGepIybgDLf/2IrAmZcZ/tu1YQpia+FbAbf3+8UNWGiGtqEaQK5FWFObS1TObqtsvXT0LSS/EtGkCOBMSJn8FYFjQlbua/nmk7S2lIFYjyiBN0tlrYduCowAw8AVVCmKqjXurDDuIeR5irqBrLURehmoFVSpIkAgduN1a0mg+0SfFuvM7v+60VRC25wEo+NEoVW86lCiffR7FGUVgeofAKtPjNSpOlM+ifiChOdPW8lH+8WqddmxkdEpQ8Jdn8wx226iwyLER0R+fPq61Wq8fPipMIn3t+MFwqQzaOjyQ3807ApeoFalZGcEh4DNRUjI5cy5XMChp1e2qD+R6ft3FOLbXl8kFwlRlCEZYJ9saYmSqwdcyGLM02D6wbiOM4gqRaFpyPIxESrEISz5g9jLYvPQuPA53MA1Ym3dmZmriztJK+JH+ePNVDCMXKgWTzPDQtDCPSsU4YoNUDMx5JF3dzsMdmxzu3p8QJooFkxC5DPcEIik1XKO32HCNDVYdrqgLU8or2zoTNEEauRRaGGx5nL6VNz9ULpTyw5MVi6dFPC/iquktCRZl2lxaCtNPw4oNUd04Zwyd9CLBAiEfpndfzOlCisfpbSEsUFfGf+arCMEXV7emx3vWV3fqzOHBcoKnirPxhGCQAJwJIHrgtLmh9rYQUQbM0vC3Mjjq4Sy+LO4ztTAFfGAemhnx7Kb6+3c1PXWm6zslP9rs6mg2n0IHMy38n8STgM+RZAZdfqbzmy31D2DCDrIAosrgaIReBgVtkO1hkyUr5p/u/Kpcv0Vrr1YK4hC2AS0k/qVsev+YMPFwtTAJ3KDepioXM4iHh4SlqTW3jxyDZVtYHl+p7Xx91iUUzbVZI482NWyrKsc3uTItK0EZ9I+929aWnIXkilOq3jl5+O05i92OQrcjnysY43bkuR0lHH5md7e521nL4SUHBApdjhMcXmZgoMDtLOPwcwK6TQ7TF3zZrRxeGqMZQ0o+fXzbrzWFersNcjPr+1cUAuFzY+fDpt5pMz97ckeL2cDncEdoIt+avGxIbAck3lpUBmkFGfH9TVfCmEXon92yi8DnAby4dP7i4ekv79j/0cFj9/zw6+fXrqQvoQtXeHrQEVHh/1roUQ4uxlFjKibSivCflZlEwZCY0Kqo64pcBeB7Z/cqQL/kFWImE0qWSuIxq8+KeiNMnEM40AFOIH965IsUpp/AohP9D+FyYwOpXdZjz9pxtHTG6BSi95FcNvD9tpNP3TrfZnN06EyUwKKXpePZZQeJGRtyd5RkTJFufZulAD7umDHEJFpW0BVSXjjhALcsyK/8zi8wy9ZpKxNw5PHyadnqa+EcT2gAwDlewlXDP7PZchraFlS2yeGPYh3PHxFYmBtdGPP2ifYP223FkIBCjiJY1K9SegMGA6crlx1sfQVyNlIyik3fN3vuyYmQ9fYQP5cWtllMSSq1q9sNe4KML8DsG4YtWACPBV5wgLozZxzoIaE4/CxcHaaP+NJbHcb3A7lhHMFYDi/ebngBgsntOM0VjO126wIDpYG8WA4/Y6jS6oe51zLa/NToOTgZSLez+rLEpMuTRjDwSB679F5cXY6zXP4wAHTXLTaxHwyGgcidk55El1ZwVoCTlJ9SA2bBHgSaB2dOqmjvgJ719KadsGSRUhMT4gDD8I9FvnRBRggYAOUibnM6GXg/yXJjvp9cSCjk0q+EeGlOJoEBQFpZXVqtrdzhNtHxMbJp+DQi+5yE/nICq9RQV2duJS0OFiiKq1u+2XyitqUrJy06MSr4h+2njBbb8OTInNQo4LH2/fI5OSEq2Yc/HwwJ8iiiWB3+3da82PCgrMRwelkkCR5xP778/RimF5ZNyy6tbW1o0zV36OeMTcvNiCFV+wGwNgWnHwJkwRFhQuhDOAEjhEhWhBeNEkN0SDqcDFY3pe4nmGjpuAVBGyNCeu24BI+VgDhJkg5gIm9OVG+PRMdTMNQuOn82gVdMimKBV4++4SHhzx/eszAxLVahJAX5XA7GiRBVeFMXJKa8eeJQokoN0/WlqVmvnzgYK1dlh4YRYgCBnFCnZV0gFxIftk6PaY/Dy+ju1nMFuVhQH8hRu+xHeOIl3e42t7OCw+vtvekczg92WH7ni+djtYzTuoUnmo4lSb742E2filWv+sodDD5C6ZHmFe2dhBgjwac27iDJPwLgPr+yfOEVn30HWxX8VK8b26uqwMsUXqwI6vDs5t2Pzp1KlqzAcAZn0TFx0dQsAaka84mAMbF4SZbPW0GIKaDccIqBOb9kjXHHgeZ/dwe4uP39GK6UTaMz/GsJLLPL9mrJ9/T2pSti0+PDEFrouoVjMOCF3lTT1PXv1fh4PMfKWSNPldbvPVkhEvIWTc6KCVe98Pl2OODOGZ+250Q5COhlkST4tdvzLp01Ilwtf/6L7fER6syE8Kvmjnrxyx2DFFieuvsfpdWtnmBG8SEt7QaEGeqNhZTriYWUmRRBhUnCGv2GFm18lBpL+yrr2lPiQuubuyhirNr3BEUK6guKROMj4PcLinS2saW8vQM+it0BAYerajPCQzvNFsqKgbkqRhbEd1lru4jPT9QE5dU1ZYSHjIqJ7N/wAVPdRbqfoZOnKhd5JV2VOcLucgl6HIseGTeVolmUlD4vIQVjKyr5ysyF+KI8XW1AwEvT59N7e770ZiB54qVYCwwx1UPiufRgXBAlgDke1cbzogrkD9NpPHSDOOymz6FAcbjR3d0GgexWu+Gd7gAHXwxLostu+tDtquIJxoGN3fwDPPl4okVcfrrN+B5Ep0ByFWSlzfBqjySlmj+I+nyQzElPfmP3wd1lVdd8sRZPDV7vUHzi1arRsVHHa88NKXyUHhgtEfDfv2Lpyk++fWHrHjiaTkqMo8o8v3juTfp1a07kbysuSw8PkQmFLXoj3B0gLnfeczNDYMEd7IP9x345XVTe1ol3xupwGqy2L65d6at6i8cLstJXrh885hrwQnBp84N57e+OCL4lM2gVZWj3Vbb3Fckva1yz9SROX3QXG29zO/a2nbrrxCtwbafXla1MRpLu+hSqllEEmw4WbT9aglhlWP5utTklIoFEKCA2PMKEXpYgEX4I9JCATie+k4BgJYp6/FkIwVABBDNCXDQEPEIspGUzs4sqmh0O19lyTywkEiYJgdlGZkQPS4k8U9q4ZMbwEwW1hBix1qTi3qBIDD4psSH0oEj48GHFxNuJoQQcc/Cu13Vp0draTi07C4s8hHyeUiTcWFAqFwkg7Ib6uzBR0GWrhF2MrH/EAgbCpL1J++N7OyhpVZJXTfAAiLQCjMEg/XP3MTY5J636+PTKO9pcNpumj9b3f7ezhC9ZGRAogIHMYV4L6cMTTrYb3+byh2OAKZSthhENpXnC6SLFPx2WdRBwAum1IsWjNuMHDvNPfMllAsl1AX941hUjQcSugq0dbpzfnTh9urH50pFZn11zKX2JjO8fMagczMe9ddliDodz/0+/YzUPVQam/TU3XvH4vOnRKiU6rZ0lFfALQ7/17KI5oXKPMks/4H//9fWXTU9JAM2mglL41pMZTzoZgSuMp+leUATvFbBZ7J1NWqPWXFfSqG3T7fnxMJ3M7GxNVizxL61A36thVTa0Q8Wglyfwk2c+7rDrSdIX8HHlr9/Vnp9+221yWuHaTtYPkipUAtlEDXrXgIz4sLe+3zdzTArCnpFcrCfABw/RA9vWzNEpn/xyOC4iCKpWXYt2w56zFfXtyTGaSSMSSVmEZCT4pVOHv//jAbGQP2tMak1zJ+E5ILC/7UcBRzhcNV3MldOJIVMQuTE7JfJ0aa/ARRSkh1/55cWHlnrCJNV4wiSBHjXiqlFJN+0rhCDT6s0UEygglIWOzcejV/YEToqLVIMYDjuYCTpW2wB/FkVPYEm8kVihhg6TnSUXCmHaSE/zrLowWK05g1avsEgbdWEGAIurZfzwMZrVSBYer6oqauhq1VecrSfrEyhR1NGsLTtdl5YTT9Y5iGUianmDPEhKrXxob9bC5eXgpvyJC0ZQv/rPugoDA/lw+YTS1O02QNVCVEuB7K6e2s8JUg43JMAzGEG3ZYbJzPNpdNspOJAjoXQ9doPhSFXy5AMED88pevKeaRNwklwoPu9cvoQkKYBBA2SiRk1nwqAnyXdZrJAFfe3sP+4lNBSAHgWDRDJOZOQyknhVPrhyGQPpK1luyPeVxcZv/mw33opxC0aW5VXNvHISBCudRi2Ew9CZaOlkOpIN98bD2nIEsbB0iPXFFlvXHP53S9/KPnb5i4q5NWnx5TEzqSowwccW9jBXkRWYiCWEjrxfV97XOK9loU4hbM5gDPl9bHr/N1kqivQHzE5DhnJikiyH5LKDGZEsNkDNm7DxwLD5MIiJkyHBE4CR9e6+I+gt91fUYBktVm8MxluKatKG2lu0tmrMYyKazdiQuyj16od3tmENA64GnQXrE/RdpmW3TP/p/R2UewoWMMDDjqIBk9JTNR0tuobKtm63m1r5cHjrGZlC3NVumLLo3E3zegcGiRxMtAawsur+JZBe5bKfdjlLBNIbbYbXONxYriAbKpXd9LXbVckXXeKyH4cNCwqXRfugUHan3fhxAEfCE0yE+d9meIvDS+x2NYlULwyyYf/fIXu5eHWX/ZzFGT98csiSBRE3eL0Dv3+0w2qyjVuYs/3b/bOumrRjzYFrn1hBRoWwYR1p/S8WEqqEiXSvbHi607n1D+BX05oeF0rPBvy/Elg5Qan/zV7tXQIxmvgnJm0u8xnd7mZLVbQkDcNPg6NrUsilf2L9Q6sK0z21XbrE4CCvq+2HxisgYOv3hyHfsSA0OikM6xNSsmOxGvSHd7evuG0GX8hf+/a2pTdPa2vsaqppxzqHwp7lDQatKSJOQ2FShsf8+6aPHv/oZr6gV68fagMY9IMUWIxSnmS3M4CsTOq2Y7TIooFxALYCakwKUxp0gUAWzfkgSprbPthz9LapY+E4OjklHivh4PMtFvARfD1So0SodY1C2tihCw2SAw5V9Vo/zqemi1+mw970ajGlqJ6rzI/AAhHdgfxcmR4IflgMDJW8LHEjHe95dc5WNsF9CdoK5sueumU+PRvwpdHTD7SfKdRXk3ggDIKLkRwfnPVY5rV/NWmFXwppFSlOHa3uvbmFugMX4+f74YlVQVg4SREg4gLWfkMPwoAS0QqBR8hAm8sA5ymKwBOMrC+2iR+eg8yae8V48sKR9Ql/e+NaqvhDr18DIHl4DFnnwCCuK28ZPTPzQkmrQbbZOxmRVsj2Iq082D5pBZiY0voxK+lqTwvSVGg74b3RL8NvYsOpohWjsvRW29mGlvGJsT/uOS0TCxaMS0fw9e0nyhBqfXhiBIwYX245DvjBy6dJxWxh6reCPzFzSONBql0MB3J6YxmCiZ5Fhz0Ca1hiRFiQHFNU1U1erDnLo6fitEGl1lWe7Co52VVaZWwavKWNXtlg4BhJ6JWxs+eEjf4j0srZ7agyFpQZ8pqs1R22JqvL5Oi28QOFIq40WBgRLopLlo1IkmfzBgqTwm6wlKeKFCcTfKZyEoGHCqCRFcYzlcbTLdba9p5G2twWTgBHwBVLuQq0UyOMiJGkxUkz5DwVYQ4P1RLdr/CS1zsaEHGBx5FgXTSc7OHOitAcCn7UgGZLsGqx1lSZCuvNpR22Zq2jzeay4P7A20XIESv5wcHCyBhJSqJsOG4UqZcCyAvHXp9AKEkWg1go4l9yrRcLBd6lOnNJmeFUg7m8zdZoduntbjSGJ+KIgwThYaIYtCRFPlLMZaobJOgzqfpPA+oNuo9OH8sMDoW77N/HTIEJcpBVezZJ6NRJBXysXIERFu4FMH22aU0Ivo4I68lRGuhcje06hF0HLO6LDc9mbnbqa80l9ZbyVmudztGud3Ta3FZnj7s5nyOCmRWPErEMgwShQYIwPMcYSSr7BrLZDh5jcGqL9EcHTz9oSthpoNueOwL74qlRqN4h4ebDxYh2in5l2dTezvlcCRaktRshtg52nNnTeopkpshjEBaGJAcPYBZPyhMhyHeMJGS4MilBFuF1Xg8Mv615qUB3iM75mvhHMxRj6RjMs+5v24DBgtlloOPZMJ7fKPXMaSErpDwFO9cXZlvzp3PCb/Kae7hj468NH9OzJoUsWehtPI/Xa1/b+hOdOyCh6PS+4AhRfKZyPJZoKfjqAu1PRkdLOMIuuzpwoxxuK+SUwd6ApUIQWxBYWOiT5sMFATcHqyjyunZDiPuqi47XCKNy1TPHBc/H20/HXygYqzqOdGw+1L6x097snye6lmzV5KmhK0KEUYTytHb/97WvkiQFMCKOHm+vG62JQdbJ9vpRmmhC/EvD+0c7tpIkBeBdwhvFQPpKnmlvyVCHMGY8d7X+sL15DaNIlDjpzpSXKCTmdn8+WWC02pfmZGDd7+ajJXPHeBbZUbmULZIyYhK7JJ0bLBInu3af0R2oNRUPSWnAq6IRRibIsjIV49EBkKiKdOZ+YAQ+abM1YMFgk6Ua10ZLlcmp80M/1KzHMz+3upoPt/yny16OCE6kODrRq5P3kSSAXmtCW5cRyie5cXQKNozJu5lhoyZosva25pO7dmXsLIRILtHvQdgpg6NteNBC7MiU37XB5jJFSDKiJdnHOtbCyg28ShB1qO0L9AbR0hEefPt3rm4zDNgKQdjBti9qTYGZyjlKQQRg3GXAoaJzGg2jMbhxdIGVr933e+MnJqeeQeY1ia/3QNuG453b54Vfg2/SKw0bKeRIf65/VcEPRtassOvZBHSMzt5OTwLG7TrU/vuWpq+gXjGy/CShJ+JMV4yGwMryLEU8158jggJUKupKcUhVerEFoLo9rT9BlNuHssFqu60BTd3b+vPMsMsnaC7x1ZH4abmfrCrj2XX173TaPZOnAx5o/8muXfnavRM1i+eEXw39C0UG7Gkwz3C0tTYn2CPjNtUXD1NHCPpcwwascUCCFrPxaFMd1k7enztpQGJCcLC85toJOSQ5f2wagQFQHyA1EcT4GPG67m79EUJ2SE+QMMeLB4mDExwwzrg67u9JsmyS6xXAoynWH2u24N2rarXWD+mN9crQP/JY2ysqYdKY0If2Nv1jasR/9Pbas11fTAh9nFGqV2AppCLYsIbkhyTmCiPEwY2Wft8kAktFSrJCRSm7mt+eGHJDp71uQaSnyzrU9uWIoEXYwGdH8xvJ8kmQWZBEwOd1/izja5T8iKMdayaH3mx3mSaF3iTjBesczQRmtJiebLJUUUk8j42Nnx1s/42eOxgYXdaGhg8rjWcvi71vMCPEMcELoRcMhjNo9I4OOiWWXK2pfblEf4KOHCQMURUhTughPietkKQGgPRhIB2mmEOsQxOB9BlkXQwyfCq/N34KdeaK2AcxxGDknl9yb9vPW5u+Jr3dIJm4ul3QTKtMBdfEPSrnB0n6e5awmWypL97RWFZn0uKWXVhphbpmxybh+lPpWa+qELsxFCa/rmluVoqvXF94KMV4BHgQvgiGhHe67ZHixAGLQFqh0gHJLhRBl61sWsQLCKuLFzhENBwntnE63PrCJbFf0KvoFVhY8nKqtGGoc/xJsiiGwAJrBMDDl0991fKeSJVAYuSCrVxhdAAeW8uJub2jMMByfij2mBobfKWSHw4Zd7xjbYJsbJw0lw7TW0yHIfup5C/17x/r3EbPGhJ8VnfQUmW8LuHxAWVWm60uVpIJ5nXmYhkvyH8tMC4QAqvL/EXVs7XmYoIZEpAqR3iffqJqkMXx036se4u9PHWQxQlZnbn03fKHV8U9HC/1/Hz2UWHYj9CDibKJUOPZuXTM1uav97Suo2OGBNebyz6ufPLmxH/LaKY9rxwWxmTEylTDgiK85v5B5Pbailq9FjsEM1Qh/2zhaP7wD5vCe5bpPDh3sn9i5EKvWVf3NoYOA1IOniBLOeHC2rMGX7UfSoQMQAhyEGAqiQpyGyRM1torGUV6BVZJbSsW32FRyZC6i0RZ5L62fAbHs9pNwKTI+z2MYar5B1o/gzkwVTE1SjJ8Z9NbTZbiMFFqhnL24favoWGFiVI4Nm6ZYV/PCLa7w1ZNYAZ/elKLGOsu0+GOzX9EWlEM4bP7U91bl8c+4EcuwBxYayqIFnvU+CLdgUhxkv+P0+Dscne74f0AE8C3NS+et7RCdRgPUu2srWwzGCzJcIPSmVVBUqzYU6okuGpCe/sAioy6ntbu+6HuDbSBjjxvGIbez6v+fV38E4myYWwmSfLJDebTvzc8HS8dOzxosa/bCCPaH5FWVL3ttsYvq569NelZ1OJfTTM67I8c/Q1vNQq+NG4xu9nnjVEJRbUBAdjnfEgcrh4/wlcALDYfdHJfVf+n2lTIzvojmDHq2X+k+EUqGyzMaDYfT1JcEi4Zfbj1+QzVVc2WE/SAAlS9vQJrTAaCI2OMqx1Sd5EkjWS3Pke9HAKImsHBKI8iUAtjZ0fch3eLGrAsiHoUgomK0js34iECqwTReAWpsnSYXQvB4O3f3/4LSQIAhyhJUoosB/NrMr4KM26YNLG4THjLMZrI79qjpSk+9IIY9cRK0idoFtKRdLhIf6hEf6TLYyEOHFBaoSAkhdGpxWhuQ8NHEIh0VhQcKoqJk6RDU5Dw5CKuxOayYq4A8z7N1hr6CA56H7E4tLfpMX+6/ff85PSIbb/ltzRqwyJVuN7+4DyJVEivAjX6kVYSnmKYcnyCdBjM2Bhe8QIFzm670alrs9bjLhXoDqPldG4U7HDb8QndlvRc3/j0HEml8SASi6P/rbU3wDKAnXvP5fVBUI5gZOxLMf+j2x+hmposHxEqjMYNcbodRpfO6NDWmIowIYV7Qi8Ao94X1c9SOjsdz4B/ry18Onc+dlFl4IeUdDqxuXE1j5fAo627Lu1qv2lY7pD4gHjtsTNVbZ1YTSnm859e5k9wQLcajLTCs4sWp2BCGXZVAQfqHgdiDr045p0xGmDbnjD7nOCtv2H/EExfYHKWjSeYenM5e5QKowGs+4RmkACMkiOCb8P0EeiHq2/c0/TI9oZ7xVz1xPAnGRx6H6TT5cICYCyvY2T7TybKPOZM+gHjFNQoSuLQ8T0w5kLODWroMcUJTBlTqYJ0mMXqHALWkHMJBM+TZi6MvBHzMnQkYBgacSvxAGaHXXW8c9umpi+8Gi+3NH+VphilFoQzilNJODFgkjiC5tbglYyOxKgQ08/HOrfSkSq+BhNemPij+yvQCQBjJrHUcBKzopjvx+QO3kWKIDJGnXe0SiQWpGVF1Va1JSSHGg1WXMX9HXYglL+recWrbgW5ALs15hxZd1gC0Ykp8OGqSYsib4bdZFvzN5i9ZjQM9+2bmv9i2othQsIWtsHC+C57XVDPVmyMUkjCGoDBqdcm4cWYErJsRthl5Gd6inMD8DUGiKCtj5wdfhXGpBsaPoA9jnBGJCYC+wIipcoT7XUhIhkIEJzPF5kfvEH/ktW2k89LdziKRKJZcsXfKWLEzHkr75CULxiS2Lp16hgUx4KEd3cdhtqHT8LXsb7+PT+6FR7iGPWc7KApmEH2xQF4SL1aU0mFMb9Ifxy+LMDgufuhp2dlKsbhpGMY8McVT6JvYyCzlON9ebozKBlJITeLwsCMNS/6QwwPyaZ2dEqPwIKL2tebT6TGhCAWwp0rJw9eyQoTBcEjASsBCcck+UQC//nA1JDl8yKu9V8vuqCxwfMg1z6tfIr9NcLWs7X5mytjH/LFhEirCuPJJNkoX2QEjye6r3U9SUJGzI+4DpOSLGFBSHoB6GV4t3DqHB30ec/wyKD5S1SUi9OcRSMp50ziokm4/FL/nlfHDojya+Ifg2DCHlwqgdLoMGG/eJPTjH1usP2yWqCiOKDLyVXPylCM+bb2ZUznEbYUgNUYvzZ8BBs8wesdzSc7f9AIE82urokhN9N7JkIDD4Y2Wz1JEgBT7FfF/Z0+20uy6AA8ie5Ifmlj02eYZqXj/cOxUlVhFyYiPXOR5yewbLa9ISGokQONub1tiTzg71SNkTJFu8Xsv3Z2LnYGtGClmNtd0dqJK1yx2DTAwPKIDsNrFu4tZmxnh12J9SsDLmCAbo7xO8454augucMWNipohle2Fxv57TeHRGL+7NlZCoXYV11wfm6yHEdMdxDI+dEYG7JnkDwCK0KjuHzWyNTYkAF/P7umyZrsSlMT8AqehJ37Z2LwFAeUVqQ9GItdn/jPD8ofxRiHICngrPZgc+hKts8kRoKlhqOEuMqYPxiBBbcAUgTT8KviHo2TphPMYAB4cuKkUxKHTCApmI4BEq97qSGPXoSCMY67OenfcKra0XIAm27ltx5OlMUe68yHtNI5DBKeeKpmrJB7blyJYeMNCU9+XvUMW2Zh+DwyaHqavFdkY5PaEUFLNcIkH8q1p6vHrDy7ScAsi75zQGlFFURnc0nkTXaX5UTXTq+s2MhERTDmCldnTmq3GNm5g8FwuWQY0U2DA85vSHimvrlZZ4RidcOkXF/SCt55mLn22jZooFfG/Y267etPFk5IjkXcdGgYDV06bPGgFAtxHRYVhk0fsCRea7aEKeREicM7D83aK9tBIrH5K2KchUilg6Snk129akJZWfMPa4+goVOnpY/uv+8MKDtsxXubHsPmTAgkB+dRiwtAKMIlq4VpdD69Ah6rASCtsD6AnjcYeIpicmlZ0Du5D44MSqHosVhh7BfvpXzw2vgv36dz+O/hvTdtXEfHXEAYhpgFEdcPhuGZmmaKDLr0nDAvzw+GtsPtG9msWqzVQYKIOOkw6gTMpvGD4XOEtyQ+M1Rp5Yehryy0f0fL9+xcyCl4A1AuoNggvtWGjelFybJ4LodrdJoQKgN6FmBGQXTR8NnxOnSFLKYbvENFcIDktlrLGByoJMz/dD2R0GAEMaQ+H/rF0ujVdPdRwsorsL76zMqEEQa79UxXEyxHXmn8I7u77a2tszs7b21tmelyNXd1rsa5oaKo1WzCkPDTsyf8F2fkIkDojZNzIa3ot45BA3c5r/cKz+L6hCdIJ9GqN+4prtxRWJ5X04gQV3ank7p+uu/429sP/XKyEPE8iLRiVHEeyVajcUNBMXYtPI+yKGIy2QoLGyGtMjOjOjuN3605zOADr9EIybjLEzcvj/95RcJ6ABGSsYdanmOQeTQs/2sJGQXYSTj70kfiWFp19Po7ECQXEopNfJEw8Gwkg6zq1q6j5bXpUaF4ucua22HdDFFK69p1iWHqiCB5YX3L8LhwqhnjNZcc6tjIWG6OLGjOl0TezOf0s+ilyHNhayODHb76nCYymB+1OOpWdHGDofyDNHCfgfLPZjIr7AqYUSn81JBxsCVBYUFyTtgUfDwH2o9P8rHxMmxVMAt+X/sagydsIkW6o5nKccA3W4ogqrAjU5utYm7EwwxKJI91bGcj0QAMkNl4/xg8aAxwMOvqn4zKRViuGmOXjC+sNWoZXumDKQ4amXw1m3KJOgMySykQISr0e6eO3JrtiWrPJmNgXO7u49UNI2I8Xd3Ws2VZkWFeApC47b7cCaFdMnxKoE8hWsmxqvoVo7MOl9eNT47BFT4TqWEaaEPDo3vfc0Yzzi8pFQi6LBYEYju/4tu3F6SnRyxdOooqvmd3MYOPzl41M+o1+DRQeD5HNiL41nVVyxhkHoHlfy0howAjOS4yZvPlg1JtGAX7JeF/4W6DGhiA6N38rIBufUCgPMCtDeAEB7i7Arhh/YhZCYxcspQTCRrrHkIUspOVDWqZBNtMKiTCZq0hNykqVqMCDX1SGdYTDCThcUrKUgDsyliHSH2KJIvyYDjQ9mO7rd4V4BIEihZF3UVy/QNYupgbNNM/zYXKPd65g80KRqtxmgV0PCWtKAyk8GTNGHouAx6umryr9Ue2HDzauYW6S+FiTMiGYG0DjO6MskgipgVWC7Lx6YoxjPmNEx3f8jiiNMVs7IZL6J3dTohXAa3/QKVKvobu5kaIGcDqjIk/VuU3mHT3Zk1hZA062U/rFHiiNnsOi9PZ3W0t6GiZFpNYqetMDdJQeD/X7YVlO4sqsIoQio9XaYWyWHaDOT42E4gq2F7p+Numj6WckKjritGeLR6o62Cck6pNbbcf+UTnMAcJpJtmPELnTIdnbn/uH8OWzg4fhk3JwuUyBEodDHM6BwpOSgxN69l3pqCgPisretr0dAZNkDDF6GgUc4MJ3oAJnJ5dXQgGgEdg4SiobIYlcGpOIpUk1x+Lz55sacIor6Kr4915S54/tKfeoP94wfIRoeGNRv3ydd92WS3YU+DMzfeQIoMBDtTX3rb55zdmL5odnwT6bttWxFQL8CxY47gtPwQESoCC5Oq2rAtw1XMUjwcEemZ5fB0Z8tH0tVF5VQ0QUlD7ZCJhZWtHWmRIl8mCUF8oXtXaWdzQVlTfmhEdSnHLVk3Z1Pg5Wz8vNhxnCCyKflLISgDwq9rb9p1npQ1t3pMi8HqdHLLUK94PEnGH203mSIXcDw07C9PMmFtk4zHswoCCjR8kBhJtrHreb40fM+ixXh9SA7IDeL2jpUy/B0CQOoZBVmI4wb7DoMlRTWdQ5gZf3WYty+tca3XpkuTTYqWjQYDaC/QFLdaWYcph0eJoCjNMNRErqxjF2clPS4+anYjD1/1l2bHHRs5mEwyIMRrf99B0u5zOYmxbpQ7+nCrSE6qhI1kVvLO24rZsf+Keosd13rDUaLUSoopg2EB+1142Epi54avYeGp+zNeVTU/HxEtDtsx8dGPjqbdKttDxvmAYy0x2BzQsqjpfZF7xWB15+nRtRmYkcvfuKUlNjeDz+3UDwGcFXbuv6clk5WKY2+HnZHDUlet/S1eurDHupHjGyTxdPo9KTM9NPlPR9Lc3N7z50AoKQ64byot+XHbVh6eO3bzx5y8WXbqhrPiLMydfnbUQsyRHrlu9o6bi/u1eLD6kOB2gxlN5LU2rt/zy4oz5lLTyEHCTum3bA8XLu+0HPU2CnsUJDuSPCHBWBPDTPPLL75EkH0HPv3baKKoT+HDbkamZCbsLKm+e1fs+JYSqn72qXzcF6wyctuBRQucA2NeUudbeAv0LLt1t1rqeURXzvjP4IIklxPAtYuP9Y7DVdrvJNFSBBQkCYcrmDBWJjRwSZrhqIlyoGHIHyRL9ybHBc8Gq01ado77UK084UrHx6GPYbj7YkazZUghpFS7OMjs7T3asGRV8lcPtMDvNw5XDtQ4tJbDALUU2cjACS8YTqIUS7C/PbsAgMWr1RxRld7dD23VOp263mrU2a51BN6S1hERa7S+rmZwSx2gDXi2vrgxYSQOnQgbxn5xs1OlVYlE5bRONwTdg396SgwfKGhsRxTvAq7QCK6zCwbVYu5bOtlC7hiT7Caw9eRWIQf7yvUtINgHilUHpwSGTouNOtTZjj8x6vf6bwnySOyQAoVqLO9pgen96yqxLktJI2UB+RiAEE9Z+ildS88c914BAz04BbgomxGwgmuUYRXUC18/IrW/X3TAjl12EjoHzJFtgwW8T2gp7BUODpVTvaIfknaBZ5mtGjM4ccKo8h5LUFF5ntX59Ih8RjXOiIibFx31w+BhGqcuGZaSGaN7YdwhbAY+LjZ6SEPfF8bwEdVB2RPjvRSWNOkOTwXDFyOFRCgWhTw8NYVSEJOLVsJFSnjJCHE/H12i1GokEVgk6kgF3WixoWJhMRuExqMQkI3vHgTJjHiWwsN3Z0Y5v+IEittiCJxqDOZJRYuxSIWTgS3Tbw8Tpw4N6FdJyg0dlq7PAtyuowlgxJWQKoY+VpBLYD9Bg1q+IH04PMO+H2H8W4iy7XC2EZqhrCes6tbuKK0lx7CrKFliQVphOJTQEwDiAgqdvf+aLCXfESTVvFG/+uf7YzllP4FW//egnV8SNnxqa/nbJtt8b84wOa6464dGsJdESNUqV6Jsezvv2zdHXP31mXZGuQS2UfTFhtUYoJ8wZALZrfKFww9bG0yKe4PqEqWQbdo1UOjM5cVh4GIN+MEkMACMiVamp4X6IL08clKLXq2FNy0nyxQvb4SILsgZrEQDAuGhzOX0R+8ebnY4bN65bkJi6IjWTRcnpwdCvFAmFYZH3IWCCVQu93wiEr0sKD+4j9Pk/sndRMZMATkNwfGdgw0WJlcZT8IFUD9qdN1YCWXzuwFivsrPzlcULgIJUCpPLYlXK9w4eXT48My5ItWJ4751ZlJG2rawCNE1646joyGHhoU9v25UWoiH0byy75BzTPqjBwlQVkQMPJkpibiwtnZeSgkDJW8vLp8XHp2o0feW8/C9qa4ORdVHaucaDD1tgwXmdKgyBBWll67+pHLJwr7xGj/F624moqjUdi5WOSZZPAwcpV9rl7spQZNDlvpArwRwC1mZ5aToNFScLWlORB6sFcE/mzKHlDBbE/CBF6na1090ahrqWsLSlA7sfh/eN8Ru1BnYLGsyeJ84+0OdRyFR5RJWxFQKrRN84Mii+1tyOkV2lsTVNEfle6Y4DbSVvj74eIunLyn13H/v8hyn3UZK61ap/vXjTA+kLULBI3+hHWqGWL6r2Hm4v/2j8rbBtvVq0sc2mp6oua+9AANt6nR5v6XmMCrE1wTNPr79q1YSuTtOYsYns39hhLSzW/mByNlMrCgnBgphPCAygV2DRUQyYTAGeRysZrI43NVyVmf1tYf6qrBFZmlBG7vkl4b9Of4/Pg0mIMNprKQSTYwusk11bLom8E7rV1qZPUmSIMjiAPAXnGOm5b56qKFze278hOlKkUg7BunrC2IqOTvoWm/QmYTs5AY8HfYdOTyegYAxR2XZxZFE+ZWdbWj45caK6q2tstOf3/lRQAJ+aS9LSUoKDgYfed11OTnlHR61O16jXA0/xLGhtBXJpRgaSDDWNIoBHPhbxQP9KlE0Apki3FeNE+hNB7C00jCKmXxlzpjpHY7XhECGoM5+EwKKSWIpkcBhKDCUrolYQAgDBgogBBda40NgibYvObpkXzXwKdFZ+YJlsNZULoyiPf06tCxVLy7s6Bh8mf0pKPByvyEd0BT+bXSnWG7GRWKRB7lW6IrLK2DYtrFvvtM4ITizWN6kFMrvLGSpUrKk5+PzIKyC5wOH+9AVbms5sbTp9SZRH0tndzqvjJw1XxQAeF+xTNaGq3lB3YlX8JFSEJGTc9uazFB57L7UYHRPjYshPoPCDvG7benb+gmyT0VZS0pQzKp7HY344uxr/HiefGSVdHkiPB8viPrDAYhU5f8S4yOgnJk6Hynbb5vW/rrxWLRJ75fV746F6SyuVdXtS7+jAKyWQ+FR8ZQ0STyb7GfR6ewcD05MM1Dna4M1k77biQ/JGwMTJfQd1wEjwrQOHoWFB056WFP/Ulp2nGpuGh4cla4J/OH22tK0DKhXYrc0/G5AfMDc1JTMshNBnBDCHhIhm43VAEdyjgQ4LC0sNDr59zBh8NXlNTVMTEnIjI5/aseO/8+ZdM3Lksfr67RUV0KOzw8NvHDUK+CUZGSXt7TgfnDSJ+kkQEMzf1pOGSMJTqDQe0tkbMbtHl1bI97VyU9U/Uk2HtVIpiJT1hffQO5tJXUq+cqRqZLwjnmAoACucGBh28ruKvH+Nmifg8p46sXlmJLRL5nfCLsLAYFrQbj/pdBTx+FC3zz3xwo7W1SPGrisrGOSsGeXB8NHeY37WEnZ6C6yImKvklqYpEIipot7cGSZSAD7RUUUBjZYum8uRIg+nGo+fmSQLrTD2fkRApip6sxi/jpHETt1NVl2CrPfVCkfUUk6viED71WJJYWtbhFIxeDFN+PP5nMbGLrFE0NSkZUsrkEn5EfHyuYgqQ4p4Bf5UgUW14N7RE862t9y99devFl/m9ZdvaT5SpK+hiAcUWFgl6/WHESRsc1gDIeqZJSRIOgBDFQzAiLVERwLGSmAGBklsOXG04zdEyxkfvIT++rIpKQxck+kzmEDCUfjv0ydTuVFKxQsL55KNRV9dsoDAj8yYStHAzHnDmBwINWodAp2eIiBXvbOTwHRAzlNTSbqEDZFIoLjhY1tfVNRmMiWp1agaAovgUQRWf3SnmGKjCsr5vXzozAFj8RCuWPEOJYvt1uArNKWivxyPk42ju7kN6zNvQTs7rT2NBjRYGhgaFtxZGC1hJyMkirNdzdTiZzhkSXmCMPEALwyDidH4ns22X8DPtlh+EwonyuT3UARpas3HZ46HSqRD0jj8ryXUeXuC9H4Cis/a2iPFusYMRRSGh99WH4yRBgNJSbRuWtPdninscwdchc8lBoCgIJ87eH2+xFFK5U+nC/CGeP1mzxXwAV119YTNm063NOuvu7735WcQ5mru3tHwgJgXLOQo6C8q1hXSKQf/M+ilPPDT+3duKC/W22yw0mV9/Ab0pv9MmzszLvHvuzbvqKnU2xBh2p318ZsKofC1WQvHR8aQ8rgdr81cuOSnr+EkAYWL4AmA/Z8JPCDQb7msN2osWzmeV1PfpB07Mj4xTuONBEujsZ6OKZ4s3oIsGx1dBkcH7DKwymuE536UV7ZAirlSX1kET/c5pMMUATYHlmASmOaXyKahKNk/gcITmQ4l64V9+xakpJCqAfA5HNjgMSnJfhEnxcXFKJWvHzxIKVlSHwHzMCT0s5bQ65JG1MuY0GAE6tHZG6hF1BhgpsnTYHRvsjbRmw0YYyUGhp2MkigRHBn4GKlqR0NZglwdFjU0gWW1btNofurpnLrb21ZQAgteo5XaTozlcWVX6gfjZy0hpnctTi+GLfoYArpPp81YbmzJVsWEihRau7nO1AFVK0qCcIaCMn1TlDgItUNRwshxcdQoPy3xmgXVLFykQtnxGs9LgrrMzt6PEdv8QP2H3X2QGiWDv0QiXHHpGCAPHy4PC1MycpHc0/SPGOkUrB/0uuaZ0A8gsFamD8MJ6sXJ6TgBLExKxQngqckzcRJGBHhpxnwCA2jQ6aFHAJgfm/rI+KlUlkwg2HnVTXQyOmxyWuhJ//CA7kV2u9OA3dBy4tu7TL4EFuLPmFjVeB1enejavCDydlS6sfH9VPmYAScKGd8hq5KBEVmR5aHShIHpPFESvQt6ItOvzs6mtpUfFemxUOB4ab7nYc1NTsbmCD2I3guFpxIjwntHE4jDQachMPaM8LOWEPEtCSUdEHD7cTM4Ws2uTsgpACBrMOfHy8YDgH5qdVsPdxxutDYyNCzGUgQ6cwJnBIXtb6lCn7ogJmNWZD9JTWiGAPQZAZYkZXxTdGpVxsihRhz1s5YQj4/hNUI1TMyTkRbC3Re28EJdw+Wx44BUC6SlhuZFUTkQNNcnTn27dGuEWAWb+heV+4Qc3tyI4aTg4IGl0bnfVB/IUccHC2Vvl2wlDsbYvjdaqcB+P0PSKFFva6sea3EasANvix7J/Pza8eOT2e1RCuKwTz2C9rGz6JgBBBYhzW9sLm1rF/P4iZqgvPqmjLAQzLXD/R+7SMGbnMJApcIueNjeViUSHaqpzQwLhZXx6+P5N43LhcXubFPLiMjwUw1NWI6E4tWdWqo4psBILRRgpoV/YGSdR9JossVHqxNiNTh9Ffcqd7wKLCU/BBupInoUWGE5NGSBvP/KZF9VsPFOt7G06y103VHyJVJebIXuE3e3I0q2WC5IKet629VtCxaNEXJDq3RfmB21alGulJ9QqYMnVECsfKWAG1SjX+NwG4OEI8KlcyjmXhuMLLJoCTBUenZLGNKKTUBheBy+1yxKJEHr9HEbnV5LcftvnyXhBQk44hrjkRTFDNDDFYuU8mXDov8uQswAvq/Ie3b0AnzPz53aPj0ima1FMujZSaFwakfHNQL+CLvjlEjoaRt1pKtD3ss/ohEjjm5gH27g/yI+H2sJQberuIJB7evxMbpk6FNHOiqCe/wSAP9YezS+x+R0U9I0q9uByUGj05YTFPf2mBuI+YlREZWEl8O+1mKDw4plpFO2/VvOEz0z4jL4Q1yXOKXB0nXL4Y/EPMHNSdPrzB0UPRZUY1II1oOhalhBQVLEPjpyuGLGzEyw0uu9qyNKQfyW+tvhNSrgyLCmn7R5ThS+kXPHYAVWZUcnTB7YG31jYSmE1JmmFoibOyeN+/zoSThkUxj4lY2JjcKsJ3JDZbLjdQ03jh2VHqpJ7dkaD6YkVJtX33jjuNyPDh9HkirOEFg9C7W998nnWk2DGJsC0XJ6QYVcdPBEZV1j19xpnvvl9UClbDyxdNKzILDqe8IcYwcqBG9QCyLTzldg2d06h9uQpr5fxA2t1n+Nq4QfU6H9MEq2VMKPi5YtpeqVC5ITlTdhs6OyrndiFVeKuRFnO55ODbrX6KgeGfICvW2+bWpefl3/goNK+bzVPR9sp71WzFVC6Ej6TGZ9TH3U3v87hyrK5fJzg1dRYmiYanFfcRgTjVaXtc3WFioMJR0+crElGqHxBcAa0mjSI2oV/N2HJFkIQ7n8frv9mNNRKhfNIutykJsbFoWTkA0SwLq/GemJIMa+hFNSEugBG7zOpYKS8R4+PmwZqeuetHk4qSTuzN2pc3GSXArw2OYXPMdAIvnU8BVsJDAQc8giuVfGTaDI4LVnsNphDt5YVLooM81rWa9I2DNwrrpmIo/n6SwXLc7xSqYRDcPpNYuOHKzAkguFFe0dcFbECfsUpMyJugaKEcFAqFFrIyGqoFKhN4PlBeIMeFAWtbQVNLeGyGTrzxbBHbHTbKa3g8Aml9WrYkwIGACW9TEwjGRLuwEbAtXU93YUjFwq2ROXmZnjdTSXpZzCpDvftIQXlRZ0b6X201DJVGhbYl4kJ1CYpLrVaK8UcIJoXHs7cGe3hRcoxU2FIoZcMWuJJd/7nqAeTygaNyZodDTJ+BFMrLe0Lz6UvqniRzZbi1AuXTGbXtrrbQSBV4/8Ex3fOPq2PpsUuprioxFo9rfv53F4dGlFr8IPfHv6hC/Kjluc9htTx/beRz/U3rK6u40CwRic3jKZOF9Ch9AJ+bz1eYUYXlH7EhI8AJ8KrDdXUnrBPweG40u8OqikrW1hhsciNNTj4MHyqVM9Yi4qiv5un2OD4Mh4sauN27W2SmBVgoQ4+Rz2yzNYgYXx4PTkhJ3llbdPGIPddSCMhkeEge8NY0fhSscgCcWK6I0PTp9E9Wz/XTwPWVnhoSSLFAdAjqGOB9kBrQgrCghWSSeNSUpL8rTW14FNKNlZDFWcTfAHMQZ7WbN5mzvAAQEdJVtSpn1PwotWCrMgv852PKO1nQYcJpmBa3HXK+GSuTHyFaVdb3I54gip506yD2KrYmQh8jIDQ5IIQlSs/Skr6CqI7FbLGbUwpTvAhS1aVYJ4rb3K5tJLeCGJ8t5O29cuirAAgiEWLZscHVKWqwHfxxpGPDgxa3gq4EjFXBWvb4qQaic0rBpzjWfxczBpuAfwNYaiEwUJJfcP81hO9zZXJis09KxBwh3tV2lCfh0ksdeej172nlkT9pVWw5/uycUz6XjAlNxnIJH0dduRZXHp3i+97IGMrexSFwrzbdVd2A4mXjYmRCa1NTbNSkbIs/OR/IUFDZTA8tUwg6NhR8N9TrdFKUzElvaV+o35nR/NinxdIYijFxmswLp5XC7sU7eMy0VhtiGAjSG/igCkVjaGZAGAhkVPDgh7XdpOL2V3uD5fexBuDXdeP42OJzDkha1v83eCBEBte3fiYPkHL/6OWLb3PL54+OiElsauB6798JNfH4BHCZ34PGDYqqT8eMRUpPa2zdY8093tpLzmRob8l8Cx8svd3RjOeKobpvknWkuFYUxTP8Co1BNQ2Nvha54OtGpBCsyc2E/pRPu7QcIkyC8hVxkuHglTQqetFOLDSRPlZm9zWGBCOZq1Wctzg68o1m3raeG5d1pEsxnTW4eVT4iqSscAxqaW6cq5JGQ2lYuYgtNCppUaShmcsfKOUZyerDV2YY8vgjnYUj01PJEkBw9wWJqsn7Jeez46PR72tLQEYPaUVFEAycUcAk52B+xr8pcU/HMArcVisNqw+OH8qpNKhf95bkNIiBzFb71tBpvJ0daXoqWTczX3UJ8Doo+eaH/7aNvLs8/PhoUZXBiq2NVccMyQpghRO7Zy8dOGHttU9+I52acL632F0Ia/lVdNHkvwwBnS6sF/r4CR641///L+T/d8++HupVdP+OPSimozp7/2QffxpcOUtOopgt7tnCxg/HBGYFKS6ycMC14Oi7NDZ6+BbmV3G+C2p3fU8nr3eUZdHMIEAOVvRcdQMCV3NMKEk50/SnlqRgtlXM9tZB9whggLiGXglYKoAu1v1MT2lLC7kAv/uPUN67HmOUwUxuDsNcodYViia8W6nHCJgsIgwgzJGhKAwaDJ9LlAMI6qvcd91CcDXzIdBZq0BngG1HRom3QGJGHMYggsIBW84A57E4M7O14bg+AiJ3vftz8YD2vZ8lEOh9tPU1ssJyeGPUFJK5AByFJf83PVckYR7xoWfPlL9DWddgOitmMPekyyMIpdvCTx+xhkFb4cqaniEDR5Z7Hs1Gw0eUxjjDeeotHaW73WRTlSNzd0Rcd7hhKNtR1Qr47uLfn0twe90v/PkZCwcG5ib2TSaWv207ZRmtUQTJhUpraP1ogyKOI0JfNd8bokEMTYiAVXFMeAiLEQDHiFwHs/53VVTZQk2+Y2onclshJuDXPD5trcNhlLU/O6rw/VeFynRSTzAs8thREljyJZQwLstgOgt1l3UqXUwV/6Ke7LdxdFgmXY1Yi/t7RqwfA0JBG/mM0Hiy7YAsvrcitSFnMUR9vXFOq2IXoixm4ZylnIOtHxAwYNOntTvfk0nst1iR9iBYLW3riz+S3saQRZMEq9YkTQYlCe1W7GTqCObisGpOM112DbPSCbLIXbm97AnqGx0hziw9liMMaolOcXrQE829uMBw6Uwoebw+Fce90kYBgHIvZZXJ1inudbow50pSSeXx/O21rCSmPjk2c/brV2UUTYLfWZ4beECFWkDAGuOvQvAl8owOb2WJQHf+D79BpWgeKAFxYGrG17i6RiT3gzr2xbve2MAEqEhcE1Mja4rgrBBT3Amg/3XED1ymtj/iAyXBzPjr9Otpv1ypyIBgJ4JQOS7LNNJ4BbI+XZiK0kRwdfWajbzOgYNAKPHzaQ9FKAvW5Icbrr50jJCCFH2motJfTwGiUwHfAlQCkaald6LCR8r/AAFdM9UU4XnV5fBmYjwcq/hKK3B3CX774BS1tw3jZtLOVEcsWYbEZZJLHqk70dHBRbnL7UZ8yEiHnKG5I+7bDVfFd9b7RkOHYmBqvTXb9dGvsC9tODnQvSCvf/t4Zn5kQ8iA1ArS7jN1V3AAgXp0dLspPlE0HQaav9ruZ+CCwIuI0Nz08JvSVVMQ2S6/vqB6h2/pFoDeDw88/HR4yIxcCwtNR795moWLC/+alRmjtVgmR0f9gIOq/jvWTlEqp2cuURiADvlf9MpBWQFcaG98rX/zPrBkJAgHabjsD/Q6DZUu1nqzVYrzAk9NO8JkslOxffWIjII7BWP3LJa0/9DODS6yd//ua2T3/rfX7sIn8FDCJDsAUWgucQIYKFSh1ak1wmMlvsKrlYa7BgUqKpTaeUiYGPDFUCE6I+56lI/1HYaIuepOBoCV4vz4GdvU90fI9uOb/r51TFTAlX1YOGJ70AigN7XEPfsIuixBU700WKs8sNuxEMC5+iH08r/CKsTicFfQH0mO4TwxLIIgGvM6pezdvwdBeJ5lD8nc4quDiIxQsDvUWURMfpX98HE0SYobaqR+QGdpt97SCPfbpG+Y5Ym97juRYsjAsRJTVaitJ6BFaMdCSSqAK+JrhiKUK7tXJD3VOk0i57PQRWp73uRMePPcp1oM1lxNQtAjGaXVpIK1BGiDOxcR9VRCESAkhQn6fpVi4XDc+O2b2rqKPD6HS6KBcH0hgAOcF3cAK4e5uegAcikrBLIKTfcPUNdBoPnpFGstRYz0DmdXl5Uxk0/8NkjbnEj8AasGFVxgI2TagoltqvYeTYxA/X3weCN55eP2txzjMPrmlt0o6akHznY4vYpf7nGMQh2dP6E6MZ+JAga6goN3uOlgn4vLqmLqlEqNWbm1r1w1Ij0pPCghSSkqqWXYdLgbn3hulwBGEwQVQGxlamFAGiP1MAOna860pBRKZyPqMs4tKwBRaCZLFFUo76MswSwokUq6D9SCvwx9Iom8vMqIid9BXTnbEwiCrodQJHp33CwHlRKrtFIrlC23WvQDhRq30sKOgtdl1eBTqDLL+uiRJYDDyVTJQN94o/oz3gR2B108oQvREOcTR0AGwjmMq4JeVruh4N5ev3+mdWJb6nFsSYndoPyi6nF6Fgr1YUNtmAmMsuH6dSSdRqaWiogi2tUBzNy9HciTju8LPBOFTGiyT2LDpzL8YpMW2jJ4pU4MPFmc7ofwiXG/PPu3ZYUrx+h/H9Azy2NmoP7y7GxmohEcqP1t93+lhVUX7tUCstN1Y9V/TmzcceuuHo/U+dfbnaVEdxAHBv3pNN1pZ/nn3pmiN333XyH132XtV1Q+PWO088dt2R+54qeLnS1FujLz7gBqnE2N+UqgK7clFAXJS6orbN4XQZTNawYPnk0Ylw6mts1bV3GWvqOymMWMSniOnXM30c6EjAqX07fVFDQmDYoz/G1gkUB6xEqaTteNhkKdDa6xGzAblpijmUvztF6fVabjjtFc9AIqY7FtaxY7p7XYfYYW9hN57DCQrW/Ag9C5wDA8UKxWNu7DPg7fAanJpBKBMKH/5h06tb9+NkZCGJ6YswURwbj8102bYtQlak2w4YQ8I2a0WEuNcESXIpAB0JdKVjHWupZJu1EjYvu8flLRDzJECe1v5KZSn4YWKuolS/B8kWa1mXvYHCs69eexR2EAGq4Mbf89etOz52XNL0Gd5baHV57iqmoRSCWDk/BtIKCzlstAUPFB8vGtZYdcampsP09o0LzqQn/2pwtbEA2xz4mtT339pTWs+DYR/pitF05Hcf71l85ThtpykmXoPV1FHxwfU1HRkjYuk0A8JSnnSSZszqpGt5gbxvatZ9UPHV89n/oEp12rVfVf90bdzKCHFolak2SKAEfmfrgd2tBx9OvzNYqN7Rsu8/hW+8lvO0nCfzwweLY0YGTWNvu3Kqaw+CgsNRKyU+NCkuZMeBklmT0mDUo3ziYC2Hse/WKyehUrqXHPlF+IyPdnq+WMYB1YmyuAPva0iILCLUGMVx80mUZIfb3GjOh1sDt693jBB7VzcoJth7kcHNa/Kr8hMSLv+alFyVoJ/GIfUW5AMqW7utkbGHGI8Xy+F4HocTAbs98W8xTctl14UP9bT2ABvPwFw9fgS15IOBJ8ls1eRtzTUkSQG4/ztb1l4Wcx8DjyR227a6DJ9V3IgZj5nh91IGLDYZFKWlMU/vaXn/4/JVGPdhYfmymGeUnt0kF39ZeSueXZZyrkoQiYJ4hRZG/WN70+v7Wz+JlY5KkI1lc6Mw9EWOhMarlopcal/Ctd8fsVodd98zh9ATYGfjg8OCrouVzSCYZsvJgs6v5sd8RDAAvAis25KWoFPa15ZvcdkkXOHU0JEDxngBo5Gq5FBREJ31+cEwn53Slg+pLB4ndhXGbuZDKgVieB6iILuUiCtJkmUTPMaAB3cWfvLbA9t+yasqbcY2yw3VHdgynhAMEogQheKkiGeHTf5XwatoOaVyI2z5wohZKfIE5A5X9nZBGxq2XhazKF4aA+SyqPm/Nm472XVmWsgEP3xAiR3MsTcyOFMVUVeMCg+0/zoj9DIkIafmTE6n8NREBKQVIaYwJEkB2BkBQzAGEkn6vufwSMC65SBhbLpiFoMSQRYRX5RttILWNjf8GsqcjP0mMMMIW3uXrVeR9COwMHHmNU48o14k78iYWNDV/FHxYUS7fWrUXEKAcM8EpgPF+uMhIVF0DJcb09oyVSicpNe/EMhRwsWhu9tMJ6BgCN/BOEz9eqoI04XT0hJP1jRuOnPgmgkjMyJ6XwmKD3ZX2tHyHXsZALoc7CRCfy1BD/sUZgABjNNcTRXvZRLsedCMA/F/lkQ/zUBODbsNJ4UcHXw5BUSKs2ZFPBYlTmQQM5JeI5FA4jPIqKTZbC8va+nqMvnydNfZqxnBsEJEw7rsTFHgRWDJeOK/p1+F0+qyi7gCr9WzkVfHzWk22xZE9faKZ7rqhwdF08kazdpIiYqO8Qqf6CwZqsACH+gU2ASJ7YjotQqCxI6VMM2QJAFygqbT1V2oV4uuGCeVieYtz33uoTW3LH0jZ1xiVk4coR8kgN2Vf27YdEZXbHFaIFDQJ0OdIT63cdJ+twt7WzVbW98s+wQn4d9m87TWPx9Ep8xSTmArILBtDVdOpKY+CcPBAPB029T0BZsSm+XgRhG8L8dRimC0eg57N2PcgS1NX14e+0APTWCCbJKcF6YRJROevoBtLd8yJLIvSpPTDoHVbjXBJ4tOg/vg1QXkWMfWySFL6IYbhfJJueJRBHRHcSzTMZm+Var+S2cF2Ooy72hew0B6TZa3dsQFB31z+BR2OX12+dx3dx1iCCwMFEaqpp7s2sUujq0hVye/oBaEsbPOA3Nae2iYEjHIOF7L7m/fdEXMXV6zCJLEWSMYAAiijbkLyv5Lx2/dciYhMWT+ghE+5upxb7HPrZNeBBi4T9MxgL0ILEIxeGmFIkq+7LCp4cea40ny0CiJqlDXCIFVoG2oNLZlB8WYnLY1VUeuT5oEN6tyA0JQh1tcjjpTZ6Ic8X1MM8LTdzQXzQr3aBZSnog0YPAA7tGampdvSnyKva+BLyYNloqd3nZIxss6PngBvdS9Ty6lkvAXffa96+lZQ4JfKXkf28E/nnGvWqAqNVQ8efYlenF+/8iw1HrsxzLuzlKkETIqHIJ/PiCeE34VtlNlrFyBC/XX1S/cnvy8V3szqYIBgMm3NS959Xiib16LUr4cRymGGKhubf4aHzaDP/asxe6EGAdR+MFIK+xTX6g7wuDjK/lT1ek0VehliSMD+1PgKWM8y7Y6wVS0v+2XKSHL6OSUtAIGtmCZ7DZ6FmDcorW1r/ryqmUQSwQChB47jVkPs0VnsTpcnjEm45gZdgVuC3vlJjS4TyqevD7hSRIxmVFw8Ml6S+Xetl/b7U2J0kwMgXe3rkcHMC54NkKebW1Zq+TD+9cTwHJv22/QzSdpFlQZi3KCpmDksav15xmhy6mKYlmxv4FHs493bp+kWcxozLLluQwMIxksSi/X/QqjO8FX6H9j70vIlK+I+f3lybwzzS2VnV3fnMpHyC7APxcUVnV1Fba2fp136kSDd5VPzpfAv3Rl3GgIKYQWQwQiVAz5rbdbEFoMEgpnsjz0VFfditjco+1VzRZdbnD8iCCEf4WfWzVWgVMNlfLEpMVDAmrNxd/U/Nf/cg3CsMVa+0XVs+x3AgTQGs5DDSGcfQEY9JUaKi+JmAVpBZpGa6svSgrP5/DDRSHVpnoA5MQdHgwftH9a6KVs/m22ho8qnmBP2LEpKQx0qy+qnqkyFbAJ4qTpuep+Qz/spTpKvTJNMZNNDAy63CkhvS86g+CnurdKvO2lyCCjkviSf657x2uWV+SYkJhvyo7DG2tvUwWDgGxFw8Bva/528O3B+/ZV1X8GT0/5Yf33sgWvX7Xo/d1H5g1LYdSOJEbQM8IuY+OBgdvEe+WPHO7YNEgFk8EEUhVjEfzAaHFiuChmesjSeGn6gfaNEzRzF0as2tP6y4muPaODpk8Inud0O2Q85cTgeZBoBbpjMZLkvK59DZZKukKAGR6vAYWgB/h3kWO0ikqODL79bNeXW+vvyGt/Fx5Y2xvuye/8eEQws3tgCqwtpeXXjcpBWHGj3YaYCsfqG2DUwEJtKZ//e3EJYjacaW72Wh80LAgmKqvK2I7w+EW6Juj8KqEU8ghfWrvNCHyIUP5rfX6oWAFKCc9DPzUs9fOKA9PDe/WI89OwqHoxmfJ6yb0FukNU0usVT/pY59YPyh/zanHAd3UetjCvFTGQEDpKvrxAV4qxXqWxZn29F9sZo8iK6EtgtzrRddrkNLdY27a37IPD9yD5QGBBpjAYIglJ/VbZg7BnMfQvBiXWKuV17X6z7AH6RB6hQU97afQ99HETyfIDTNIswqfIJkBLvqp6bmvzN/47G3yra2tf+6H29SF9q3Q/LMRro9cOtc7rRA26sa+r/7O79SdfAREpJrhFeJFeLblrSJPUrQZjSXPbZ/uP/3Ds7KMLpzHGg6R500JWUG4oBEMA3KVfGz56veSewx0bDU4twfsCMJNQasjD7X2//NGXim77vfHTvq2VoCp4DsRfxGsP0YM30wNzxZicwe4qJ7v25usO4lnDoBYtSWq0Vp/WHh7Vt+EYCoIsmWbq7WHmuUCP/rjin4Nx8iBFAISJRy2JW6MUJLRZz7RaTsn4kYtiv46UjKfTAGYOCZOC1Z8eP5EbFXWyoUEhEnE5gXjMQWLx0fqG9BAElrGNivJMJTAOIVeAMDrXJE4Anro+O3IFRZOhjKRW9tybPhuyL0GmYcxD1Zg6J4emkGBj0v6BKBkVsZNQ7Om3BuvmMIQJEoRhmg93U8EPxoIVPA+r29xha4SycKprb5e9hc2HwiyMvJHax9gXwR/B35l8w2dV30EGxUgiVydf+2zh6/65TQ0ZZ3fbMXvYamuX8aTpiqSpIZ7nNxg+WNFyVdzD75X9nT1UwRu8sfEzzDoNU05IlA0LEcYo+EFwpITgwCgAWli1qaBAd9irdQ+1Q05huopMDvr/CfRcdM6XRt/9SeVTbIkDDExsRzu2jFBNwaazGPLAOQMSwezSY8EgHF8xdsOefQyNGOMO6Atsbv0r5SKUu4wvrDVqidcoRYBbNFGzaEvTV3R6CkbV25q/wdwFto+FbxSc9RFmGp80lgqiSe22JmxYCznF7vOgGe1q+YHNkGC+OXRqTEK0TCQoaPCnYqOuVfGPQMT4Uodh2/614ePfGj6BwyCs43jhoRDxOAIIF0g0WEiMDi2GtyCD447XWxQtSfy96ets5fix6lmbm9dA+mSrJmgEEdtbfgwRRiICB8y4HbZmiDBqa6g4SWqNuZSE26Z+0dTQFZCG5NcRAJ8hdII0RW6mYhxciyU8pSBQgEhQsEtgGhEnjAyQtgZHJ/ohvFErY+5FWSy5Hxf6MMXE07sEBlBXLLEinD1bDJAEBVCxYgATyYLxGhVTnGRRlHN2P0ABmB/8Zvw/KXio10aLNlykpE9Ozd/zEKYpKT7bpr9GGEISsbUnmCH3tv08eKMG4cYG4Jt3aczdZyubhiVGsHO9Yhrb9ZEaBZWFHg/vEINMLQh/KP1dBnIwSZPR+uXbO+BCMXvxyNAI1dpP9+FJLbh0dEVJU9qw6PCooO8/3YsrHMTaWnQLLx0Tn+LFFov9bD6qfAI+H4OpcTA0eLdWxNyFG2W0240Ou1Io1FqtQSKx3m5DLFPs9poUpO60WkIk0nq9zu52QTcfHdFv0g2aC2TBYOryT5OhGHtN/KOvFt/FcFCCV/3f0z8gZY0O249V+Wjq8vjhUVIlwVMAPu+PKp6EMYGBP78kxB86vGcKrmV4tEaJk+5M6bVXwv3qqrEjNp8txSroxxdN9x/rFT/ts8qnfcms82skSsGV5IYEz9eKLoqKoQSJhoMywENYw2+TUp/RQ5DZJ4wWsU16KmsP808q/+lVDR9882DBuCv59TaLSdgTDlchEHXazCh+pLluXHgMrksTMwm3fhoWZZPvmeP24IkQITsgkCktUp4ClHwpAzP4ZKRYxSCGGUvvMDGQvpLo5dDhf+l8zqupxVcpNh69wbLo1a1dxqKaVgisX/ad1ZmsoUEy3ASj1ZYcpcFDrGhoT40Jtdoc9W3a+IhgPo+zduepa+bmJkVp2Az/IMags0Bm3Xjf3OAQ+Vfv7rzk8rGhEco3n9kQk6CJS/IMrOqrsK8nJzMnLiUj8p3nf3vgX8vYNUIPujXx2S+r/+PVKYFN7x+Dl3tFzN1QgkD2dcEphUCIvm5YSOjWqnJYDLD/SF5r0/bqinqDLicsMjs0rMNiIa8Q4Tw99FJsR+bVm4TQDAhg3/bLY+8HGbwTGAKLlMXk4Oelx/DlYd9f6PjvFh54bsxCkksBUGSujHvo7bKH/Mf8YJTymoQAXRBxPb7zCFG81+3mqVI3TBqllko0Mkm4UuZfWoEe++XclvSfr6ufxwSR10r/IJJEfEOzPTKq56DPGxJphSlFdHu5QdPYNV4e++C7ZX/zpY+z6b1ittSWYrPbVouxxqDFe1Vv1D05ZiZennAJFNvehlEFzwksu6upxfBpmPxmg/VIkGSey63nciCGuJjMdbq1Am64ZzTQ/8hSJlCINHls/5w/lIIZaygCSw9t9vqEJ9bWvl6oP3J+FWMOa0X03RgjQELBCxxM7E6XTCyw2BwGs/W6+WO+2HQM0WxXzc39cvMxjUqWkxodE6qC4pkSHXIxpBUaAO3p+rtn//DZvjFTUq0WO/aVh3hyOlzwmcKSd5xYkAUyoZDHF3CB9/XDIbPuSH7hp/q3/6ASCj5XxD4IZYGqCNNbOps1XIbxW0RBW6vWZsXnJ+bxIuXy9GCNwW6v0+syNaEH6mvZDVsSdRtGfLtbsYQNEm/IR5p81BVxD+GhoyQEFtuBg+KYFRT+0rjF7xUdvCY5F9ZSLIFGZcw32DO7HXxb0rOYP/XlQDSY9o1QTYXiCfHX0yR/AgvSCjSLR2YMhi1o4Klze/IL25u/3d++ge2cNUgmXsm2nCgxWuzJkcFOl7uuXZcY7pkZLG/qSIsOgbtNRWO7SMAPUUqpLIUkvaRUcsbUVNHUoTNbQ5WyBWPSKbZQu66JfwyTM/6j/XhtA0EmKYO31ZVlBGFT5AARIvgEhbSYjaXa9gpdB67ObjcZFZ4TWG63RcxPF3DDMGRtN37P4Ujh0cvnhlidNVLBMAHXyyjp9Zx7G/T6u9b/VuE2nji1/uOVy0gLhgRgLvLFPfu/vap3ZmRIZiyTS4+6YB/BmB8Wje3Na7wuYfXVHizRQMdIHCCrmztL61qLa1oh1yl3SjzUDQcKsNROyOduPFQYopLhvUcCDKF4duhNKBIfrvbF/7zx1eUt+7cXeiRRdwD8v754e7tILJgyN0upkiJoRGxiCJJgvnndCVwnzTqnM7NrxG9cFfcI1qNtbv7Sa1AXdhE6BqJhouaSGWGXkw4ZuXFK1aJkj6884KuzRsB6cLq1GTL1kqQ0ypJAWQ8uzxhGZ0VgzGxgUnx9/XtsExuhYQNYRz099LJpoSuoAQsIvO53Ty/YYjFUGzoR073S0IGGeR0iYOvvO5JfXFf/Nix39LKDgXFvsYRgXPB8QhwxkL8loRwkgH50XsS1mLze0vx1if74+Ul5UhfuYYzEM8HV1Gm4Yc7oz7YeC1XJcpOjYkJUX+04ce2s3M+3HQ+W4wXn4ZVv7jJQWQU1LSFK2cmKBrGALxUJLHYHYQgA3dg9Ka+trXvtvMeGmepQCCmiTFGv0EM5U8CcupLqzgksHlfF52qsjkqLoxTiCVoVj6My2I6IeIlSwQgUwOIJbCDK2GJga2n5iIjwp+fMJBz/ODAkzwb6UgAYEYarJu9r/RmuOnS81yahk8fE/NTQ5fTFdxA9/7rJ8/Klx3mGXTjWbD+5aGImdSup+0jhqetdKyaTu0zH/3E4PjksOs6zDAiKFbjd88QSj5WhZ3fCR/97GZDQ4X/8Yv+yVRMiYtQUjf9Kh6smZSrH53XtwtwWzNj+ialc+CiO9ExyL2BvWbokpbeDpSjRmpFhETiRpG4IJRr83Bys13kg7Z1DHb9jeDigGMVnNlI1HaKKMc84oHRAfOR1Vafh9Hdn5iSv0opqP+bCro57GL74e9vWwU4KOw6F93PFPRmjnj1Jgx2Peo2YFHGkKMFPqfPOwkTEtfGPwSh5tHNLge6In4kjr1Wg18GscZZyfLZyspDr0fJMVvsvhwrUcg9MdcAQSb8fLYL8glSqau5IjQ7pMlqorLyKBsgvPE2cxEBErwjzrTclPl2kOwqlYUjGGc+wRhgNVvRXhQ7TawHsxejeR4Fnhk+FugaYnO01xgNKQXSUJJciaDWanti6HdupY2QUqZBjh8Xbx42p6dLe+tP6rbfcAJrj9Q1vHjj85RWXAvnwxi3xQUHFbW345l9ZtCBVEwyCbWUVL+/dj51WsyPCi1rbiIaFfYdARtVCZg+R9Gp0R+eGIQZFTK6YkEZcoXLjaUSegY0D86zAQAvDYgK1MAJWBixxwGwUXWUgZRlAp8FMPVQG/q+QPLSrKDUrKji03wczmIbhnlQYTsPYjAgtEBbQSbFVF+aYMJ2qEmjUgogYSUq8NIvoL1CX8A55tKmLcEBlwDobuKRguh0TcDAnObptsJ4IORJITCwGTpINT5HnQKZchMq9sISrJNpTbSpCezBtip4PGAzHsC0j+jaNMDJC7Hl/sKKbmHi8cLnIKCxOQrgL2LYgwjAlh+GYs9sO5ynsZMEPFFKvOoQ7Zg8xlo8WJyNwDTViJe36dlfeldNHMkQD1SV/tPnIlKyEQ0U1N84dQ+ipLJL0A6BJsOJh7r7JWo15VdxAzNHj5UGMQPhMIKA2thDHk4ViGy6OjRQnDeYzJNWd07AIqg/wdOw9MsvzD8sjrS4939nhSfQcoTLphyuWfnz0BHwdHpwysQ/t/T/cTf8+bfLo6Khv8vI/OnL8pUvmwd/3iS3bf7zmSoQxfGbHbnoxHmwBg/44GFPdFB88MPhP46SzPT/4z5RWg38nqN8ywcfC9wF/Kay5wcERWMw0ICUILE7HjqrKcVHReNAxCmWb2YRJwE6LBRsjmewO9DcEEy6TEYZHimtXv/kTSVLA78/cHBnMFK8Y3+Hjp0d0KG/v0Flt2K8E23bKhQJ0X9giDhZZ7B3HYHgxklgJcKFenovRPIonFC6cowNmn3cV80f3jujpHCj5df2sXJiurpvdq5pQBAzRRi/FgCEicdL9ihGFrVNnCuubT2fQIwmCQ/lVSTGaqDAVO5eO8SOw6GQYD1qkPI3Fpe2J9UXJsn4E/hPwQYW0Ak1aiAajSADlHZ0RCjmkFeAZSQnQsPxz+P9C7qJ3v/z1jmu9qtz/w5//S0mRxelEA862tRS2tSK6f2lHe71ef132yO8KzoyJjCKYJ6ZMx57eVFMVUlFGbJjWaMHJMHkM+FuajUZ8Hj+cPivh8+EYAXO+wWZTicRLs9IRWZxR/Fhl/ZvbDhY2tKBIQqj6/euXqWUSGJJf37J/Q16R0WofnRj15JKZMT0B86Y+98HjS2Z8eSAP9GFK+f1zJ83PTgVDdBWvbznwa14RIhdjcfKSnMx753r6YNA/umj6whEeow+O8U+/+9xl8wwWa35dc1VrZ2Vb52urFr2yaV9Dl/6d65YOi/Z4lny69/g3B09h2U1mZOgji6ZlRXmQxU1t93/z2/s3LHvix60FDS2oYs2dV4XIManV74DbEcNZrF/2BU346YkRMS0pwjMGulCH1Y6oqWY/AovL4+C133+y4ooF/aQkuwGDFVgCrgwyixcoogcAY7OjDxvMjnOWOanAY6WmDmqwhzEf0aIQZa0v8/+7/xEzu7K98y/4+/EmQbeCyCjv7FyQlLK9qiJKrkgL1hxrbMCm33C8IhjIF9L+jJjQbx+9mkp+uuXoW78cIFkDAvFBqoPVdfh0Ia0MNjv8lqMUCoToxRvFEFi1HdpbP113y/QxL16xANO4p2oaIa3A/63tB/eWVH9w43KIhs/2nrjts583PHAd5Ubw9Podz182b0Rs5E/Hzz7+45axSTFqqfi3U8VbzpR+dutK0Fe2dpr7G5XZDd54qvir1Vd8tvf4XV/88v6NyzfmF39zMO/5y+eD588nCt6+bkmESvHD0dO3fbrutwdvwM7H4NCqM760ce/fF06N1wQVNrZS0gquam1Wo1ooMTnssIR8Vnr0/qxpeofV4LDp7JZ0VRh2nHcHdFPhntnNuNgYbEeGnUYHqVt16c1rfj+hN1ovm59TVd/R2KptbjfMGp+WnRb5/aaTsRFBmUnhP27Jq2/RhmsUJot9xZwRhB66VWiwrL6la8BfNFiBZXS0IPBzl73GP8dgiaTNZMZ7phSJYKLyQ5wcrMYMY71OH61U7KsegK0fPueXNf7F9/69ePbHB44XN7clhaifXTInq2ebRXD75ODxr4+c0lqsWRGhj82fRuGLmtvuW/vbh6uW/eOXrWcbPT3k2luuwk5toD9aXf/GroMFjS2YVUzUqD+4ellwz9S1Vz6TXv7gyYUzvjicB/pwhfyBWZMWZKXanM6rPv0e3TW4ZT/7JvWLTj95nx8jMUXz51wvyxhGjVUfGj8JNaZrPLM5wBDXHYLx9WaTSb1BNjhaqVyZ7YnBP+AY+fN9J0bGRtw9ewLFeU7P0jwEnPr6QN7LVy3MiAwF/m8Lp2w8XbLpdOmSnAwkl47KnNaz9/KNU3Lf3HqgrLl9XFIMpQPi45SLhCNiPVMH/g8EOE4N14xPjj1T34wGNHbp1x45jSKf7jl+1+wJVL23Th/72b4Te0uqUCOy8JSvmzSKYj4hOZbiv7Ue+6rxoqWq7yrzrk8Zk6YM/bT0SL1Je0lsJicgcEt9sYIvmhSe0ONd5L9FFz63RW98a9ehGWmJOH09WXqtmEm/dM6IU8UNe4+XQ0fLSAyHuvTyZztys2LmTEzfc8wzrqqoa182K/tseZOly06nh8Cis/IDD1ZgYXIwTjZR4/Toz34OdIB3jB+77MtvNRIJ9lyEud0XMV6Of8+dddMP69QSyfREPJI/+3hhy95XVy6MVine3H3o3rW/bb3nRqgSP+adXZdX8M5VSyKVirUnTt/81bpNd9+AfXrROGhA/92695G5U+ODgwqasIW1R1rVdmpv/nrdbZPHvLzC08Pn1TVS0soPn6d+2/HfZfNGxkT+ePLsY+u3jEuIUUvE625blV/fdMUn351+4t6/2pAQP5P+vlKwf8wff5bsWrzyrGjtGBkXycjCAM3qcKaGh1B43M/k0ODy5nYqmRLW+22gCjGfDyUCeMgySJZ5L306Oyv5+sm51OCOwZaelPUEOIfKphSLgMejhzyCoITG9/fvNuIkxJBlBE6L6G0SwSQpNNsbS5vMejGXFyQQa0SelwpiK16mPthSlRMcvbe5Yjb33Efnth93dFxOihMgkAPz+gl455H5YqcTDusBJIkYjZ4OJpCU6AW63Z3OzlvdziKOYAJf/QF9rR5e+yiVAnsR0p81szwtvXl/EbYFiI9UoxkB/ADsFSAU8FAvjSQAGD6PCw8vDLD60dOJ/MJMgeVyd9gdRW63kV5KKp7faatCfDWDowkThfRR4S1jmWPO28aNxkkVXz1+DIC4IBU1bwgYlizMG1K581NTcNIpKfjPuV6akzUy2tOXPjxn6oRT7x+uqpuUFAed657pEzLDQ4G/bfLYTw6e2FNWtWxEbw95/fhRI3qKTEzs7SE/PXQCTFCEavPcjN6f44fP8hGZ01MTQX/TxNzXdx4obWkfnxBDFf+/61DvAD4HtvpGYej+StDUCGcMYwlMAEzkwwgF69KaQ/mr3v8OKhv0I5JLAMhBCibfMF0GoBZU+v4Ny8cmRZMidJsUds0heArIUIVBPBFJMjU8CXhKr1yZMPJga9XkoWz+unPzmVFjE2UKsclgBZPTJ2vGTkzu6jCGhisP7ysdPioOFYlEfL6Ah0hT8Df21GX51e3I8wC2XW7bYY5wMtUwXDtM5knJcdlR4QTjH4DUrm/uwjoQyvmGENc3a3/ddQa6VVKshiAB0OlrGzt/31OIIWF8VPC47Hg6GQPu9/BMlg2tnfchpg36HjqdVFwi5MpNjnb4NNClFZ3mfws3Gwy/FpfcOqZXUKIxvxYXL07v5yvEaGGcWkVhZEJBqFxa26Ud64qGxvTQTxtxEuIG7bkeMr2v0ya5FW0dOTHMHt7T0/rmkxLa+9joPTxhOFQAn8jxsrqdp8rzK5uwYMhks+Pbi9IoRyVHXTF1BNuj9cZXvj9V0fjPVXOWTxoG55qvd5xEQXjzqxWSCRlxN80dEx2iYrThPIowOAwpWdXcuWb3qSNw3tUaIXrC1XI0bNXMUezpRbBNDFGfrW9m8I/GjxHwS5rao4OUyILbDYbby3I9vY7/AwbyZ1fOnZgS9+RPWymBBSWB2LPqu3T+oxtj8gFDxZKmtilp8b4qgq0KyzAxtWrqs/BiJQpWX4ZLZaQIJQ1xnRzm6djoB4efyVd/HeDu7O7uCnB3QeFy2/YTgrZW/aF9pS6nG4Hbxk1KAQdoWGUlzWdO1dqsDkiujetPpmdFIRRl7jhwZkrPgB5PfcINGtae0qrq9q4lIzIIkgF0u9u7HQWB3PBAXtrsCWnTxiRDgaLTPHnHfCTvXjWNQk7K8fyixL4BIJ3+/uumUzT+r/0EVqfu+SDF31TyO4g3AymMzXjFPFW7rVzGxwa8HIL/iwDhcjllw0cYr0N1tZmhoR1mc4vRiDBeeDlONDZmhoTm9o8z4VkI3nfgs8e34ekhu7s/XLV8XLyPHrJncWZfIc//HoWXqWf75+O1h6fzHBK8+s0fj5bU0YvAIbC0vg3nuv1nnr9p4cyRyfRcCsYCizW78l7+cQ+aSmGaOw0/Hzi78Wjxq7cvmZgZd0GKsJkMiPly+4k31++HiCGUkF84f9x3+qlr5i4cy+yBrp88avmbX3246yjkEYZ++bVNYxKjYYe6edoYzBJGquSwbX+y97iQx12Q3TvTRzjTgV1FFRjlYeSIFwBMYtRKKnd4TPhPx85MTInFfXrh1z0DjtZXzxz/wm+7k8OCR8VHYgnLofLaxTkZ6EJIXZ+dOYm14jmhEWuKTqepNTV6LJ0TYfXlkxNnkAlWQkwH8EBtDufwhAiOcOI5vPl7usAKC1cFBUub6rsMeoteZ66ubE1OC6+taouICjIarBBbUK9SMyKPHSqfOK33bnDESziWDW5nMVc0nyMYd44zPEtt9tLWdryuSwJ8Ciy3+Vun4XWu+FKe6iWUZUgrOjev8FDpwaSfwHK6GuXSq9nSCnRyfniJbiP2TP8LSiv6vfCE8ZLK4LOKZSLvHz361MyZL+7bl6rRnGlpZgis6g4tVRDzX4hSFKtWenpItQpm+KnJ8XSefuAkjfpsI7OHPw8+qIL6GDwrWvzUx8qakBmfV9E4KTN+UlZ8SpRGIRG16Uz7z1Z9v+cUlkM+/fW2cemxWEvBKLf1RCkWFWUnRkBziQ9T40tAEazSAPDQhxvW/fP6CLXijxdhcBgwuXZv/mvr9oJsdGr0ZVNGYLWmze4sqW/7ZPPRNp3xyS82B8nF0LbofBJD1e9etwxzgu/tPIzBV2pEyKj4KBBAP8LwDZODEN+QHR/cuII9HKPz6TJZX/x9b6veCLMUhNTLV11C5T60YAq0raWvfQlVCzwRJpReig3DFoYpfMwGQh2DeQuNWdJjcSeUUTIFvNiONteLefxQicwzRuPysPqSPsFKiAnQoTf/drQoNkQFgUWQbGDWguEe5NgAjPjgk37D6hlIUVdgqAXOJ49U5o5LImVh/OJrmO5yVC5+8mW5w0/UNHi6c2an3MuALi4Jz4sK9BNYQv4Im/24pG/bSHrFVqeu3VrG61lxSvA7Wo4T+CIBs8JGD4ZzWUdHSVt7YWvb8YYGTFBiwg66w6oRI9YXFWVQYbwimQO3n/LOTk6Oi1erYHTHhN24BI9Z6s5p4/+zeXdKaHBubCQmCg9V1i7JzoBp1lcbrp8waul7X32w7+jykZ4e/lR909j4aIQ5HCof8I8JQjwjzsazJTCEwWEyXHFujOCrduCvmDZi6YSsIJmY0CSEq8emxUSo5S/+sFtvth4uqpmV02tZIzT4/nNToj+471KiMmTFhWXGhd377nqr3fnOrwefvd6jydOP8yhCLz4gjAHgqz95pNXKKdmPXzWL0I9MipyXm7rs6c8RPOPFtbt++uf1GOnAzQoWEIpmUmrc+KQYYl2mkFi5dP+8STgJHwrY+/jtdMzhp+6kkitGZ+GkZ1FwmEL24Y0rCH7VxJEUvCzXQwz/LMpFa+6wFJxU1uXjsnFSMLmmR4QUPP8AkstTM3GdFB1HlwB4V6lhIKFnAzEaZbBCysZ7xUBaMfAEM8ozGBzUobfC3awJg25f0iqg2+y2nxoUrwtH1E9gKeW3tnbeK5dcLuCn081YMskyPkecoVrcZD7t2Xeuz4PqhaJvLlxLvHMapMBKCQ5+eYHnG8sMDaE//uTgYCAZYbyomq4ZO/K/W/YUt7Qnh6jfvHwR5UOwNDvD6nBgNpDqIXNjo5b2WNy9Ny4gABrW+1cve3PXwXf2HMYnlBYWgiIgHiofFEGH/K9Fs2CG/9fvO2Bf+2X1tb4qpeMx3KCPOEjW3Nw0CCwkq334tty2cDyRVlSpKcMSYPk6Wd6wI6/siatmiwT93g3QnEcRivNgrj/sPQ39DivXHrp0GoMei9uwiOSD3w/jt2AVbphCCr+eG5eP92xVHaLs0JlOFtaNHR6HzauxbbVcKtQZrbhiZt1jWuYPSWFl1HyxkgxxMqC0wkAV82v17Vr6u32xGtfDF6PygxW1WotFYvDZW7vthxFT66I2g82830vZrn0c8faNlp8D+mu+EFhWtx47Lw4LOtfbsHn9RTDsx+/VoQneCT/civHvuePrY6dSQzVX5Ganh4eOoE2ONOuNB6pqip/y9JA4fjtbsmhYGgXjOjkpDidJEgB8cJIkBRz4W78e/tijvT08lbsyZxhORpHzSwYrJB41090NSwSbA2RrTlIkGz91eCIEFpSs4rpWqDZ0gvMoQi8+IHygoAo02YmRbEEJfGK4p+PBUVDdrEyLhdsOfh22qi6taUVcgdZO474TFZBWTW36jMSwtISwEwW1Mqlw7LA4Ptu0TDH6f+qK6AlmqwM9E/vdvki/A50ZxgqFzW0I6OxDSna7rbsuUu1+2PYTWHERUKC8HyKOotZ6SGevS1HM9U7x/zgWrqFnGltyY6Lgb1XQ1AKBVdjcmlfflBEWMiomkpopz6tvhEbWbjT9pX6r3eHcV1B9rKS2vLGjw2A2mG0wo0Bb6XWB6fbS2DCV3Ku9k8wq1rR2MQTWeRTxUrEPFD6J0oZ2ZGIAm3Pnaz6oPGgMDBUysVopxVbV1Y2dM8amQFRFhqqCVRLoIJg4N1sc8KgWCfmH86um5iYzWHW7O9zmr13WHd2u+oBuayAnlCMYw5FcyRHkgtJl/s6p+wcAvuoNjngxKdvtara3TqSSgpDNgbxUksUAbM3pAd12IPlB73NE3r6UbsTl3++27cbkWrerttutDwjkYzOeQF5ioGAUV7wikJfE4IkknqlExMdv9yE72CV8YrrdCPTg+bHsQxh2KoBzznapkUltjqaZ6UlESuKmuW37uh1F3c5Ct6MYQ0KKicvyE042Q65sNU/+MMG7rVsdXat7kjxB2IFATgjJ8ga47C0Tu91tyOLJ7+PK7qNo+gksoLq7HSbLL3a0BjednyYTLw0MFABut5XBAwt+WOe3lpCq7K98zQgPyQwPwRWNpGavNxaUpoYGn21qgcCiWn68tuHWiWM+Onjsr/ND9pyp/M+aHTAAUU2CGII9C0G7MLYqrGnx1U68/V6z5GIhhTdabAyC8yjC4OAniQ+SPjPohxLWK5VcPH5EPGhuu2wSrkmxHs97qgj5niHO2O48busWh+7RALeOIsYVIsNlwfkTV3odT/Fkt2dv54t2IJqC4WWXZW0AhBT96HZ2d1u67W0B9iMu4wdc2W30j5wi/PM1LNSLaYpLhp8bSQDjtqx3Gl6lt31IMEc0K5Ab0e1qwkDSbf6RK7vDT3GPZOyRVjBAccSXEsp+AsvhrG5uvxrDCAEPDXUbzD906V+K0KzBirE/zQ8LukyKPDpVHoNriiyGNPTCAocf9nmzsKCvqKUNvuzpYSEGmzUnOrKsraOktQ0qGJzyf84vJN6DF7ZJ58EN+siD7yMQZTeEFCKBTMtOig5RUl8vvv/Rd7/hiyfiH3jNgq2EwtP9ISnMeRTxWoVXJKkXIQTuXNyry3ilxDQoA0+kFfAEhkmLQea27XR03Q0tisIHcoIDeXHonrudVQHdRpfpy56dbRsYpS5kMlDgth+iSSsOGoBmeHxjnNXwOO+py+0yvh8YKGd8zIhLNSw+HOcfb08gBxuzfAsfLqhaHk8uZ5nbsmGQbAP52VzJtYTYbdsDiY8ktEKOwMtT4/BHEeIegMuVXEWJPCiz0L+INbw/mSflgmGq5+AIxgdyoykY134Cq137mEQ0W636Z2APvjvA2al9pr3rHxEh39tcBrzEDeYTacqFxLPhi3GPE0aDBPB1WVw2q8umd5przS01pua8rrJO+7k+B7Usipy4IGL8IBleQLLrx3nuL9YDvrBkHgCsJSTW+heXzgcG+hfpwy9gvefN6q0NB9AeGHE++9sVcaFBdD7QROhJBmxiKVAUgd7cq1gRVYsUPI8ipOyAAMQQZA1+C1wxEPpyQPohE7h1Tu0jlLTCRD5P+R+OZyqc08PH5bZsdOr/5TJ/4+f7GXKN3grwpLc5dI9xxYs4lNPTOffsbnz8Tu2j3e5WlHMa3+VKrw0IlBEeKqkYficYp18yNoMgzxfgQgSQsoGOvMELLI5wKk5S1tF1JyWwOPyRPOXTBO8H4EiuCDC86dn+wlWHoTFHOMU7cbfJbd1GZXEkl9Fp+gksq+1QaNBrlLQCEQCV/K7a5rGAvWpYkWINnddQ4UkBw1EEvesZXeWa2u3HO4uRRLDHV0u+LzfW351yKWU5GhLbD04eK+vseHm2R74MeBxpqH9i97atq24M9EHKttaTPtxHiYuI3v3T0emXep4FdeDbpgZ94zPiGNIKBC1dxj5CL/8ROQCWdbZ5G3EmKer4sH7iD8jzKOKlYh8oWNARz6Sssf1sdbMfrx8fpQdGO02fwnrVQ8fhqT/m8HNoZbgwV/F5cfZ2jDtcNPyFBznihULRDLok6qsjkCOczgt619Gx0oPB52o/yhHO7MsNQEAbwJpBuzWQgn81AHYrjmie2/o7GuYyf+tLYLksG2Fh9DQ+UMYVebQHcvQTWByOwunGXizhJNvpRnRzOZIijrLA+DP8sMaH+BxMkVJDAqBSZauScO5oOfFS8bfUBl8bGg5IuKKbExcNidV5ECMOjy9pdR7c6EVgCz+QV1VQ3oTJrOZ2PaxCJrMd0hm2YYVMFBIkjwlXwf4yLDkiIymceBWd3F3YVNUWlRgqkgqrixoSh8XYzPbG6tbY1Ahtm6GjWVtf1jxiSjoqgmWdqg4Rben1UvCu/HI2kmAgFLD2BUNIgqGAvWeqAGA2CuFxGVnnUYTBwX9yyvBECCwY4/adrcRkpX9iRi5W/9/6z2/pyDuunHLdEiLcu919JmGO+JL+0qq3EAY7HPEit+UXOpOLACMy5Tm9icGfIxgVyEvpdpYBj812A/oEFkb3h4tqtSaLuGcnAUYpehJByqIVig2lxUtSPW8IjlPNTSPDIyj4L3LFBgOUwHJbt8NK5dX07raso1oLbTTgnB7qwfUTWDLJyrbOu9SKfwj4mbhpNkdhp/4/Pb7v2OXBix/Whb0Fs8Jyob/8p/Ariu13tTvGqDMgyIZUy+2jxgyeHlE0N1113eDpB0mJvXY+XXfo111ndUYLu4jTYkcwIEzAny5toHKnj0l5/oElFAxpVXqyGtHMLEbrijvn/PDm5uBw1fAJqZGJocB//9qmO/97FUUpF4vgwg5PbuhZjIEq9sWAdzi7ajrmg41H4DUOZyWC3HO6Ir+yEcm5uakYZhI8Ac6jCCk7IHD1jJHf7joJvQ9zCNjBhb2kERKzoUMXrVEOyIpB4LEQuTy/CwdXtJgC2FeuaMHFF1jsavthAnmxvQKLNjMADwO4/hfXtZU1+PIw8DA509ry5em8W3NGV2m71pw9Dc/EaLnyTFsLBBZEmMluBwZ7z5R0tsPJnki0ftX/KQmPTapXLrvc5h+4sjsZ1eJhQcGkkBzxSkZuv/dSrXisK4DX0rm6u0cf4wRKlfK7ghT3ogx0q2BhMk5G+QubnBE6anvL8aMdRRTb9yt+eTf3QVLF1XF/JzADONZYf9/WjVhZijWl2NBlx6obKYIxn773zykzFvftmJD94dsYLc5NTG406Ff8uKbLakE0otO33U3ndrih7pXDBxBdE9IT0ek+W7wiWCwBwYcnj31+Og97W2WFhD05efrw0DB6KQJX1nc89tqG2qZOghkQoFuIu1p1c1dNyttTFJ0ctuP7Q8ERQRgzi2VCMIGbwqKbpu1ce3jm5eORxMwY1gn+ergQS+2e/mrbDXNHY/sArOHYfbri401HIMKUUhEmwr3WDptRUW3L9S9/f/2c0cmRGsyK7j9T9fEWz1uC6cXViyawS51HEcIEjaFgApAsAsCNG0uy//HZphat8fLnvl42aRi8WLHxgcXubOrQwy8MIcaxMOXlW4esdMOBgNQS2LOdCknSgUB+Bj35P4L5ffX2G5zi5tgdTdCI/VgkMjUhGZqQ1GDN1sryq4Zlf3rqBLawpea7a3Xau8eMB0YpFIl42Ald1FfLhf+PcNaM4PFsDFeyCkZD1N1jer+DYTp0e8ztnhcGrh7QOgHQj34CC16jauU/ghR/d7rqQISldcSeRS8zILyxrmhedDrbADRgQRBcHTuHCKwyQ12RviZDETdgwTGR0QdvuA1k35zN/zT/5ID0kXLF4Rtv31ldef/WjXTiGp32ug0/3TFq7BtzF2K0eKK5kZJW3xee+aHo7EeXLMO+e2sKTl+/4acd19yIVaz0soChUj344rqWdj0D7z85YWQCIbjmEY+qlTXe0zFQK8JI1vI7ZgOOTYskmPuWTT5eWt/Uqd9wuAAnwcNk/s7dyxHzYMvxEoKkAyMSI4bHR7z728HHPu3382HVeuW2xeFBHiMA4xhSEazHfv3nfSarDZukYSwMcxvFbfE/P4VAlIqEUrFALhK8cecy+qIibHWHD/Lf32wz2xxYm42T0QY/nyuDkp7sdrf0JhEv17fvTyD33I2lF7/wcLcRJna3/Uy3s9xjWcNsXbe1O8Dqsdr0+HCxa4QlAe7+WIGA5aK+bgIUsTazuaKrkyxLBFzY3oaul2CwaKy8syMjMZRdxYXClOm3R0tHI9in1aUTcuRWt67BlBctzUWAdVIFV7LCaXgRblyUYxfdkA8aMj/IZalXyO0nsCiOEFt83jkjgtm6HVOHVBZ6yNfP7LW6nONCY3G+X3TI4XYtix9eqW+vNWobzfpLYjNkPOEnxUeqDV1jQ2KwK1x2cGSMVAXKK5NGfl12ArFfc4Kj2q2mpfHD5Hzhe4UH78icSDGnrhBPMp7Y6OwdTB1qPzsYgUXn8Efgj/KOjwqPeGBcb5MQEZjiBlv+/WMnZoV4nvSdueNABmF3aXoWo66XPt3hVVph5BUXGQTnKBjsDCar3mTTYkLO7kTxhKhgRIxl8KGSZP2X11wg0fGueWwVRn/QqrCFHJ/LCQ2ST0SUmHljkAUDti+BpTVZb104bmRy5Dc7805XNsICD894T3iZeWN9jbmGVKTLYIYG57XZEEY423SeTCLICOW80WlYrf3DvtMHCqqrWzoNFhtWkocFydKiQydmxc3OSSWUgwe6+4K7BQZK/ZaCgUnUa+v1S3femTDZuAyvuyw/BnT32h8HyQo+Je16E/FZ8VXq7xM8m85hWACCm0bm4krNPg0L8YwGgHn72OEZ8Yk7qipS1cG+mPxBvNHZVm08YHHpDI7mUFFaiCgVG25VGw+lKuZg26Fe5jCli5e6zGuQxJUusNyOUx77nefAZMjyHqDfxYvA6pcPl9Guv8dG9PZ1e5oq4uXqFQnDQYN9wMPE8jhZEPbUHa6OzA6OuDFt7FPHN/933KJUZcjtGeOxP/hHxUdSlJ5nU6FvdyAskb7z1QkeDeJMZ9Mv1WdzNFESHtGBe6vFTtkp8pi8rlIqXaiv7s34U/5hhjE3gtnTQq+G5nXf1t9xklY0GJhqVGObbteR3mYTsmEpkbeunJibyVydi/EdHLVhj/flkEk4+Acw7nvw0qk42WSIxICTjQcGEwK4jkmNyUoKEXOFg5mNJUVQyitPOhJyBycd4wsuK2tOSQnHpildXabQnv3KoErcumAcThSh431xGATeM77oOQL7AF//8TZ6H0T7KsDEd/fqkky8x45e5ui8Hk7zvVmBMo5gdCAvOZAbEhCo9CzdDZQ4jW92O86wy8IqiqgViNbAzqJjfClfhObWUaNrdLrbckYTzAUH5PwwRCfmOYTBwkTsZBoqSq83nbC5DYwt0biSayiB1WN6b8WSA6olbvPPFIAJxECuR84yDkpg4Yn6fJZut4GUMTpsQcLecRDgKKlSyOWuzph4oKU6RCRDoAwEzAcx9AiqCBaNY4UIJv6o4FPhEjmFH66O+K4ir9liuCXN814yDhX/XE/YYGlj5P6RJHRD/8WhQrK/XvwoHDBmTYg+962SvbMJQ4RVZNhoRmfFvvbopWQGkFACwER+YnQwTjrSP2xxNoh5UaDR2k6rhNn+if3nUl9wu033VfWm8cFZ4zXD2L+awYEqAqTFZENoBJfTZTbaRGJ+Z6seQ1ejzpw5NolRZDDJdT8df+TRRVaro7PTSAmsPbuLp0xNw/1BcTp+MNy80gRyet+67r6lJF7JPMgBCXyW7MnotkFj8EHigttqr7QKFPMUj3PFl2FRDoM40PwVuc+MrCFFa2CUJUlYbC+ebkXVAk2KAhB8lXqpRgWvIjBpCSyGsE+57Sdxx3pM73f1ZDnd1t8oGm5/9ytS0COw6lqmBQbwo8N2VDd66RXh+E6op0cm//P45lMdjZA4y+OHv3l2X6wsCDAhoIBhQeEvnNq5ICZ9VHD0O4UHkhUatiaVo4nOa69X9Yk/Ogf6zs96x7na6TSDhLFHOdm8p04/QMRI8ExWB+e39vWBfXXgMcepgora26bHJfThvPzPL2lgYB+4fiaRViZHTZtlf5BwJNxxDfZyhSAdGGe3Sc5PRpQxo6MCMsjkqA6VTG8177a5Oh1unYgbimUJTrdRzkf0SEGN/tsE5fV8rlJnKwSx1pbP4BMkymE0wH9SyZeGidRGl8XgMCtonYT/Uoc2ngoKVZScrJYHSWeuHFt+ulYZLKfkC1XQI9w/3WuzOUeOjM3Miv5uzSHY3C9ZNKKivLWxUdvaqps+PSMxKfTzz/ZpNHL0bU6na91Px6Jj1OnpkaWlzT+sPdLQ0JmdHZueEUHwOp3FK5+ROXH+W4tc0nt7jCbuzkCOZ8TEPjye3z7FDZvcC4bMRbLz4CRJTf8hi698gb5QsR+xD4mJAftlU0f0o/zLJ+hdIB0mDedIrukRWBgVUnOFgW7r7p6ngEcWxBHOJpR0wCOwQlT/pVCYHAwL/pieDbil42aCgdXptQlLoS5Rkaox+qPgqRGJFM1L4xYDuDp5FPYvovYmekO9DOZASuN6eMQMwgom+fkxGSRJB0zOc2o55ZZFzx0SjM3TsXfe5Jg4fDP/3rcLLfFf/OaRuQvWfPHO8SMrM7IwpM1raRwfFSMXCO8dMx7F0TuNjozSWq0H6mqXpWUQWyZ4QrcqrmyhM0dEAboC1WzenqT03Mkq3ReQO5W6T93djmTV7VX6r9SiXIdbz+VITM46EJgctRBPPI7U1W1xuPSJypsqdJ8kKm6QC9PkghRPXQEOXLuspxh8hiqwWmxdIq7A4rLvactbHDkZPAdzYIuBMwfLMIkJsdXRrKsrbc5YlXhqbzEpe+RIRXS0eu684cBAKi1ZOgqq02uvbo6NDU5Pj7h05Zg339iSUB4yb/5wkAHP43FnzMw8sN8zmk5NDY9PCLniyvFUfCuC/3ndca98BiWwaNN/3Y7TgcLppKl0AGt66Uk6TA+1BIsY9TLTCSi423GWjezLOt2bFSiF+6hPMmetr6y/JN7XnRhUY7mihS7OM5BQcJf3OMoKxrmsv1IlEQeVrX5SWR6BJRJO6KXjqNnR+ziBSiqXXClpRSXpMCEAQHZS80qAaURs5AsdjV6EwE3WDgLTtS2CHDzw6KSpj+zYMvfbzxF/FsZy+DFQZZ/et+vX0mK93Qb7VNYHbyKu9nMz5syMT0wOUn+yaPmrRw68eewQWo55YswNo8jytEyLw/ncgT1Q01Qi0ZiIqBXpmfRm6A1WGBroGAQ5oSdl/ASIqiDRKCE3pMH4K7Qnm6dL9xzd3RDuqk7rCQFHWW/8BSqVkKfBjifIAlxv+FnIUSM8t93ZbnRUAWmwFevshWw+Hl6DPqClS7lCOV/CDeRidcGgywXMuXICffryuseWoOy8qycRDmaTXaEUU0mM6cRiBH/lQI0CJkgtFQo9O6kAL5EIkNXXl5HS3oNb+uJzrphvyBMIgRNKrXrBngvwKfdK67Zt84r3IDGoxPCtx1KOQAUBrLl2qqCrx4HbKxMyGu0x/HueLPtAgHaqkeysvyaGyPG+VcpDbGYgtpO/HOu9Ucxt+Q0OvW7rDoqF1/lBKssjsMgRFfobgQmAYFgEvlDAQh+6FfhjeAJvBlKRnCch8GAACCCY0ihKrb2+1X7spbnDHO5knaNRLRAuTB3dbDnbZLHeOy750uEGjTC501ZtdRtkPE2qoldJnBobj5Nd19XDsnGy8RQG+zgwsjRBMjomTDKTCnShEg6nR7xIUFwLMqUgEyIJAD0LyWr911HypdTizVT1fRSQHfIcVYROTPEBfpAHBm6ndRWYjTU5Lavi5g2yFEXGnr6kY8aNT3rjtS3FRY2paRELF4747JM9IrFg2rT0urpOUsvUqelffXkgJiYYUcYbGro2bcyvqmpLSAwZPz45NTXiww92TZ2WplJJCd4XH8LQL8DhSJZTH4bLsoErvR5+7Qx6T9gG81oGkpbkcPjD+8Yva7CCl72DgydojHUrrUg/kLhTQCR5H5Z2m536p/qV+esnuBFUGz2qJQazgUP7VFGWK7naZfzI42Jo2+G2z6ZsiDBvBfKzfP36fgKLx41i0wWrnmEjLx7mp/o99GFgpDh4wLowLIWBCYsSsIHrupJCMs1Xadg3KhjvVkCJfluUOFspiDrY9lGwML7VWhIhHiblBTdazvADRZDzDjdT3AxYKYMAzusMDHv6jywaJwApQkkrJBlZkdJzS80ZWWxiwm0wAGZjYW7f2XJCKsRu3n9It2dUJ5UK//HEEuyLx+N5BuD3P7gAwhGa1IQ+OljZAT762GIYsKjpmdtXz+zLDFi8JAeTg1SkUDreFx9S0A/Ald4CH8WewDIuR+dNfYufqV+Nhcd7nbonArqhfQPT7ZUPR7SIElgYOTq67sFaXyKD8JlB2HkcizyHdw4c4STCFiG3+KpXAmg+FuDs1D3e7SzxVZyU/UsB2A7DZXwHTYIIdmgf5iufDeCo+rcQarWnG/Z1BHJj4NPgiQ7manaZv6fI+tQrdMftvQVp3nP9BFaH9olg1bN07rC4642fut1asWimmHbT6TQXED7RVfJ9ba9aSLEdrkwakL/F6bhj04YWkxHGphnxCfBGoYoECWNPdf4QIRmOJJYW4aoRJtndRkirRvMZIVfG8cQjgVnL8139wYMdHaH3W/xjfAVc9R9jwCz92UNXEJTBYSnW10BssSdxCA0AehE63j9MSSvQQCR5vRXswSBh6DWusS8+pJQfAFFc+MrnHF33eoyN+Lq6VgdyNIju4vHNdVVThl6u5Ap4crrtJ7zyQS7COVABs9zWzXbrtkB+SmCgsrtbj1LUaBFiEV71nhgyrAO7YCGeH6WC4WpvnRooyIXI6+42Qj3xhLjBjeKnY/sZp96jPns9up01aC2C4XRj4r7bgGt3z5aCIMaQ06l/3jMfirWKHOxtAUDO4Q+jB+TzkEG/c5RSZSk+3a5KUpfT8EogN9jDIVBOsQrkp52Ty4SuD8Deq4jTAM8pINzWjTbbzkBefM89sQS4tfDX5ckfQ6CxPnLv/7nSayCwejhs6aHgccTLegB3t/1YAEJiufWBsrv6Qmv0dxw1mNdiDgvR+wT8LLXiEayFbuu81+lqQDys5vbrQtVvSX3bC3vqOP8LDO0/1+/5pmYbAk/QuYxSD+wrCDm1//pb6aUoOEE2iRo0hYnSKUyqondcBpc2/18pm9v//2HILOGF1bD+/Bs1GP2QI1rIV7kcHk3KgBZ6NtSz93XgnrHJVTzlv+1tvofG2CVa/Ymj89a+yT4EDC+mKWOBPSEAH3Hqng7wJrBQI1/1sqPzFmqVnMfSbN1Ov1HQVviqt9GqgACfAstles/nuLXb5jJ9RGfoqVH9GUc4jY6Eqcip76eR0HNd5q/oScA8xb/8SxxPhAk4l/Us2Pb46/e7Jwxm3pMwKQZyo7pdDXgmoPAE+eME9ZByA4Uzui2/BnBlRFoB30/DgssVYvhJRHOttiPt2odD1e9brHuiw/fyuJFG8zqd4X2GwPqDu+aggWanrcthgNHqlLbc5mKOqrKUCWnyWO8/dHBYP8OollZ9eKiSzqa5VcfA0HP9wGarvbXD8xn8aQfc5fefrDxZVFdZ1+4JBWG2Y00/VvOHBMniItUjM6Kn5CZhgwY/7cG4e397PgIE1Zib/ZCRrD9eI2E1GAB+qnuPVyDMMaK2Y6E4JjQQTFUpF2Mn9JyM6BljU2OxyrLv8BruuS/z3H84EwiE412mbxDMD/GY8IH1hEjORZCm3i35aEuOzxXrgwK5sQLNby7Lerd1U7ezqEcv4wdyEWR5HGI2UUEg4AjaR876HyjjB3/jwk7Llg0ercqthWM9NBoU9ITH8sTngrqvDMDptxksvv9LBLZQFWg2wHcf0Vw90srzo+ChqAzkRPR4WuUOonEcWLKchpcoyn7uV24ttM6A/gbHQNgXCNOqhqT4yGIszYFDSl3zpJjww5X1EQlR1YGBQsgyBMaKjywixADm7H6AnrywMLr950fcnhuU5p/tzkOl08el+Blf0IsXlzdX13ZkpUWaLfZ1v5+8ctkYLo9z8nRtSmIoj8ulMBjcnS1qSE4MHZ4RRS8LfHFVC2LvtnV6znat54rtD4CBwKJTDh5eODXrydXzB08PyuqGzs/WH4ZLvaNvgZ7X4hhAjc6Ku2XlhOzUfr+CEEOT1dqN9ZbWYIEiRhJG8GzgQtXI5uwVg/u8dvPJL3856jXWBVUEv27iyMR7Vk2DdAamoVW38v6P6dxIeJn3Dx/FLm1LMzNUYhGdwCtsaxlJRQRlxHT3Svz/LhJfPG7gX+eAbojxLNqD4acg7OA5sxciR1vWw5YfKF5KWttPw+J6bGYO6JKYaHe5da7eeXfPGA1xlakQDqTkxQaujptDpNX2gyWNLdqWdsOsiWkJ0cFrfjuhN1ovW5CDj3bNb8frmrugU0B8ZCaHR4Yqv1p/dOns7J+2nDKabcNTI8dkxwEDygVTM2GyMpqsYjE/MlyZnBCaEKcpLmvWqGWnC+ovXzqawnzwxV7gS8qbGQIL/BlBly72HWDwx5f80Q8Hvvn9OJ4NI4udxEt57GwNzkXThj1w/QwJay9VXiBXwhPWmpprTE2+BNaFrZHdSDampcPwj9c3FFYMoPTh1x3Iqzx6tubB62Yum5WtlPkURqvHjy1oaf346Ikui2VBWsrkhDh2pecwtM77HPL/76C2DkNHlzEjJeIv8stc5nVUS3oWD3LPtQou685SzwLPAB8CSyKa2di2XCScaLOd4PMS6ltmwoxlsmyTSZZarDuBOcfrYkLQrS6PnXF9/HxSCQZcGcnhV1yS+/InOx6/Y96l80acKmrYd6z8hkvHJ8ZorlkyBp4+3/56PDEmGEVqGjohnmobO5+6ZyGSazeeDFHLosJUX6w7cvUluRhW5BfUz5qS3tllqq3vPF1YL5dh41UOOFCYpIQQo8k2LN27YkKa9CcDENCPvPrLqeL6odb7256zCCL48sPL2SNEzDY4ul1wa/DK82LUiIpsbovdbZPzVOxKsRjzzmfWel09ziYGBpOJ//1kW6fefNPy8RgVelU5sa33qcYmSKucqIg2k+mDw8duHz/GK7fzQ27YdeY/H29F2dT40C+fu9Y/kyv+/llNYydo/rl6wcIpmWxiDIQ37ivcd7KivLYNvwtRycLU8tHDYpfMGJ4UrWHT0zFQM/ceL4eVoKKuvUtvxsJy9FLhwfKMxPA5E9PHZJ0zrSjkokPHK+oauuZO720DdPYPfjgAbr+/szpYJQUAJj/vyD9RWNfaaYBTdLBSmhwbMmFE/OJpwwc5mqG3zQ/s2T3IMz3qObiSlRTQc8XIrztQfHm343iPeatXJ+ynYWGKUGf8wGY/JRKOVynudTrr4BvW1La8Q/u4u1sfqn6Hxu5igYmyyJsSLhkXzHycuI+I1YlZnS37irCDJsYC1D4rRLnFVBRUD5zQC9C4ELWcaiIcDhAOQcDnXrd8bEp8aGpSGOVFfet1U6BwxUar8TwAgPgcxu2Zhr9Yv3DofKEq3vv8j1gpzS6KpT+harlaKYG/eKfO3OYJcAAdud9R1dABQfDek1dEhCjoGWaXlXJzY88/XKQa9Y7OIv3xYGG4XKaitwQwHtNDPiLzINYFnqAmSIqf1qUzt3To6ZoQtE58lkEKCT4tBk8kNxQWZ0eEr8oZQWVtKi5l0/wRzNxJ6W99uwe7/pRWtxZWNmcmhvvihlxKWiG0zsxxKWyy4wW1z364BRZJkgWJjAdRUd/+w5a8K+aPuufqaV5fS9j4nv9k69EzNaQgBcDsiLOstm3D7jOTRyU9d88ifEHIMhhtsI1MGpNM3nxSEIYOfGgfrzuECJTIJfh6q7a+RVtS3bJ0RjZBXhDAZf6C4oM5x/4WwHOzhD4FFmxVKvm9pB2CnjUN0eH7bPZ8qFcwvZOsCwsg8lSSNCpTGT8xeNjIIC/Pkl4dxE19c5fF6oBaBHxaYtg7X++dMT51eGrEZz8dxoARe9LR6TES/OTHQ1GhyvSkcLCmpBUIKCHlHfAmrbCZMCwjdM50GDrgT9tO0THYiionI4aOYcNYvsNGMjB4b556+3e2tMLue5fPHzUpJxFRa0gRCGtsg7xpX8GWA0W09y0AasvfXlr38b9XiWkbfGEVAXYDweocxizhxatRyBWbXAaBw8sI7oO1+2EsIz+EAmBZv2HZ+OljU+jRgdu1pv0nKr745Qj5tp95fzOjIEmmhWiGh3ssdCcbGkdFRS5IH3jSmZQdDCAS8BdMyVq75SSI1+887UdgbdpXSDGcOzEdpRjM954of/zN3yglEZrRyPQoBNFGFGxox5AUeCJrNp3AD3/m7ksYBZEMUopLqlopPDinxIdEh6ogm0CPl4EysO4/WfHS5zueuG0eyFQKcUSoErYR8gkQnu1dpn0nDkJgAYN7jthH+JrauoxNbTq8WpNGJhLKCwJAvXL1hWfo2USHztX7LGE/ozvIXe5OBMByOuuhYSF6X8+SAvwuL28YiOvMvbeJXs+QYHwt+Gwk3HOf3GCK47nSJ4aInyHuqWfdojfdCFlkHfJgqhgqzUBhxYfK7xz995tOvP7V7nNpiFpO4P3Xzrh07kjvP7WHFCuxIeZgEqIXhD3r8ds9ryx1dNh1h9vPRopDcoL6fcYXr0aDo6vUeMrsNE4OWUSXkmU1bTc8/hWW7PQ1zfN/zoT0x26bSxdV9FyrzfHKFzt/232WjiQwZXTHpkcfHj5227jRwL+we9/fp03GKiFCwwZszSMop4chGd2hN2GsB27oDDCkYpsLkYXXb9Fd72NvasCf/nsVOht67VCRrnnsC8r3eMWsEXddNRVaGCHYvL8Io06MFoF55KY5y2d50XE+X38E06l4vhj60b3YoKA9/d4mjDFRFm/L+jdvhT7e2s60YZEhITam3X2sTKOS3btqGqZiySeDtmHD2oRodVp8GGnYHwTctgNO3cM92xQGIJgMX92rap1jC68xLNbBZmi0PcQ8KiI5bPbTze1XYoAAT1Hsl4MZSoP5J3g2YEU0XiW2HIiRhJKyfyZAl1aolzwhcn/ZjfGTxSa+4Jg9rQVwI5gSksHn9LvhA1aEwS9lXCCUEMeP3ToXrybBeAVGpEW9+Y/L7vj3dxgnEgLYsxZMyRyV2av3YZsPbLYmou2xBsqLWqOIK7W5rQIO07f+7W/3MKTVyPTof965wM9TQ8//j1vnISbEtkPF5AcygK0lZdvLK2q1Oty0YWFh/qUVo+zgk7BOIN4ZzD3Q+jcfKILEYZc9lF9FSSuYohjSCsTvrd1HSatZ41Ifvmk2o/j8yRlao5nqtD75+dCiaVmM9x/0NywbxyhFJaF9//vuS5bd+xGmXKGmoZELJmeybVik7K6jZfCM+ezZazQ9liyChwBFM0jSP9Bua5bzlcIeV206ZU9EsFsCOEGBgTxEtiChwXo2XnueTtkLYzEA/CRcEnqWZ1RFjg7dP5Xy1XTfBbFwirUnIHyzwZDf3Ewo/58GOlunmg1veP0J3d2G9ub0tsYonI6+SPheKYeEnBaapRbIHsv/5qe6fqaBAZl889sxfAZ0skXThg8orSh6jKcev30+vSzg977fTzDoctUCBeWwR5AXtUato03ClekcHaQ6AFADMZtJx0BOPeVXWlHEEEOP3joH9jt6WTqMAeDTc2Y+v2DOf+bPuTrHi2JCJ2bAmBkwOHXwi2+3tTRb66tMJRaXqdXa6HDb9Q4tpg50ji5SZMXskRSMUSFB0oGN+wqo5OIZzJ4GPcSOvriPd14xhV6KwMtmZlOaJnxojp2tJfjBACg4YWQ8RUlp3LD2RkUE1TZ0QoSxOTxw3QyGtGLTeMWc0h6mVtGf1h3vpDnlniPGtrWuOgTMwFIkmrRS89SfeI9PjcVS2KjR2a9D6iewbPYzcuzgSDu4nCBoW0CoxOKzba3ri4tomX8VsNutI6vh/2CbsKZBE16sDjvyB/kwiu9tLTQ4LS+OvHa0OrnVqmXk+koihvKv/Yc8GHSsvmKyL3o2fuLIBGpXd5J1tqzxTGkjktD4EH4a2jT9nb2oNaJSGU+VoRidEzSVtAcAw9wGDNzTfIWNphcEjPHXyrk5DCQ9OazHgAXMrooqOn5AuM3WtKX5p6OduynZ5HA7sPqy3lJ1uHNXsSF/b9vmAt1xZFF8po1OpibXYHov6h9lCAQwye/PqwQAzWj+pExG1ccLayk/FRg0MZfNyKWSHstUXO9oJm/oM8XhweiWPAdlz3K73ZgQjwpXsU0KcqkIeziB0uQ0rm/4+vu6j/e0bTa7jFua1yGZrz1qchp+afgGcKutcX/7tipT6ZGO3QW6k3Xmqp2tv+9o3VBp9Ez5HenYs7bukzJjr5j21I2DIw/0rBZSeTyt4F3FS8MG1/yQzVjf48llH4FSzBIGeEzn517SfiMU+GFhIQ6EFClrtR/hcT0jCKwrPtPSPCsxCVKZ/TsJ/f8EMOieEIovEYqY2sR5N4YK7XLexdkFoV4NU8UCHycNYef6wsBQChsEPXfWuDQ/CgWdksCXzRt1OL+aJAFACMI9DdG+poeOouMBX9Qawb/VWufodnTZWzXCCGLD2nHY84rTj8XTmWoIPZcBz5uc8WHPlDwD36g3wI+hpksLAFlH6+pnJCUwaBhJYXg+wVS2bRZwBLxAfqe9LVIcV2Y4qxKoW6wNSoEaH3CQQKPgqewuGzXwgUq4ZPpwWIJQ/Oed+RmJcwkfANsPlcDMCmDKqCSVXEzPAkyczpJj/L0bROvBJCmDw4BJMrKmeqfyqrbgIGlTK/RH5recnhBGfd2QRPHSFAFHaHNZnG5nq7Xp2vi7UNGmph8na+YECYK/r/tExlNAD4Uo77C3Loi4LEIUMyt0MbbMqTaXZShGJErTfqj/LEWWRZqHpc5wiyfJgQFHUXeArccPCwIrkKLvJ7AUsptbO+8Mkj+APIvtAOYotIZ3sY8OkmqxOFqh1NtsfzVphXWXDts+CKyBfz+dwqtlnk5wQeFqU6tKIBVzBcFC+eAZHzzFVApmjksdfHGKEnuIodvE9DYpeCCvAi+u1xtwsWsUc2V2Z0eSbDiRVrAlw+WHtA0AdpnNTIqgY/zD8C+DYtLQomWQaaQSqYC/p6Lqkow0ZGktvdoQg8xXcnLIPKqRGOZAt1IHz0ByQcTloGd7gQAJW/gXG47AEgeb2v3XTKeb3jfu71U0INTY1WFISCG3HCzCySZgYOAfx8BQSTzTwoomDBjL69owf6o3WWEXs9udCPnmcDrpReB42N5hyM2OY3/LQYpeeZoiz/yq+p14afKUkHk2lxXCmuIAE6SQK4JUcnU7Ic48cTgCA7sDsBtxvxdKwVfxOYLuocRZo7ewF+YoAtwtgYIJ0M1Ibj+BpZLfCSWrS/8yKJrbr4Erg0b1DHZXBTWalabR1Gi1Je3tAEh5BuCwn9S2Lw4K3cnjed4SHE5HYVfbnKCQzTy+52nZLOvNhjddrioON0okWSWR3UY88WFXspq/dblbqLXvgRyFSr2GJxjpp5S2fbkTjmcIKdF5M8hwSOT3SuWPAHA5q0yGVx32Q9hJicMJF0mvlsju6SHxXLAXsL7rdrt1R2CgRCS9Tip/iIhwQsMG/DSeTUzHREnUZ3W1wMyPyKHja/9/7b0FfBRJ8z+cbNY97u5CEoK7w+FyHHYcB5y7u7tyzhkHnHPIAYe7u0eJu3uyWd8k73fTSWcyK4Q7uOf5/d9nP/OZra6uru6dnamprq6u0tT8XnjU2G4a6xE/zJ09WbhytZRJDIcMBIlnYnoD4+0KkzCWfigxzPDwzGJGQ6VVN7tHJw5X4qSo0BYoeUhXZb4L84prWY77iZF+Vr2N6CAtgegQT0uBBRM7jgeGDOR1rAwuTIy3bGgHQ0UqGSctogkTphyw+ja8byi8E2Bz3Hsyk67lwZ+TzMFBMDA+kNJTAGnQKNwbgHW5SBP8vyv/OI4tH73hgEUqhUKcU1Dt6S5nXWpyrcAEQgqzP1jrClqyfUTdd90Q1zE7KzZAVCUqB2NG3Gisd+d7VWjNN6q/OOSv8t8TlYN6M4Ze0SAxR5u23bDV0ZxstVNmcVktkecZR7s5uGIb3LJord5kgno1KjAIUVwiHWwKLB4/yYkbrtdsQph90lan3cDlRRNpZdAfUTU+J1O+z+UltpryVI1Pw11ZLH0UlDrtnxr1d85u25y4IVr1r+rmN1w8TnE6Jqd2Wilcf2tv19dVxsmdv+Z35CJzdOCTfh05EicnL5HzSg7HE+Zz9MXlxfK70n9r1asl8pclsmeMhostTc87OQUIxeaXp52PnWHYaUWqeI5clqgi+G1lZ5+JnoPZ2ZfZ24e4IStf95sEr0d4fjM5+3kq6XooE39NGLKJKbBAD68uS4Flp8cGfaaSj2gq9nwCmMOw1aMzz+Niy2EkUKG/NKuomtkQcICPMwuDR5R6z7GqSDHIx9UqHsjV5y+SvYSBzkpbNDcKP2d8AgQWuGFWSAUWfOII/6kjYy01GlRRvw2I3dheqJZk+yRzzNDs6FqKQiqC1TIi0ANGQLlEIBLykWty/Z5L24+m0SZwwtp1MBUGNZa0ogQAYI26O+RpMVeyrui7KHn8dJ+FpNZT6DvP/64Oxar7Xk1UmiuHuY03tRsxiQ6WRBDi2wMfIMDfPJvDYF1xFIyj0gp8egis1tYqp47UOh37n3v0ojWZkisrsmtrXxgxskeFRUEonq9V/yCRv9DRTates1Use5hQaVSfiiTLBB3pxpy4wULJYq36FyKwTIaLPF6iU8dmd6F4dkvTC62mbLKH3k4r6EedCpojUv5JmGPhcDwkXULTiRuEIZkMaVRg8QUjRB2RetCj0XBGq/7xmgLLzjCY/VqFbU0J8a6u0jXCDQ2B1bF2w2xr+ba0FDFMejswdi+xaonLNQtpq0e1qbxKe0bGC9Caaqq155X8yGZDnqGtWcT1CJBatxva6rHF1FisyYbdnc6qKmuaWcMgYRgQvLpFpWtp1qmateUl9UmDQxF2ublRI5Wbz26ecubl8nS1OdHu2kt4AblIXh0/htXXjS0O6hNEJqcwvcMpnLgswdEBveC/tbW2Cx99MgxMhJ9eiofz+j7YxPPdhpOkzbxJSQ8tGEHc2ZlcpJJuzQP4pmZNTn41YlUzaVjwAJeRh6t3Inz2SA/2X4yblnnxmQ0hrZjFfwo78h2FU1lMegy6rHqqu8snIoEVkSTh8xfExSMjfLf5y8ZkXiieq25+36A/wReMNOiOtrU3CkRzSK8mY6bRcEHT8mWPQbSb4PCF/EN67Y621jJMFfW6vXBVJcILlHZa9eDTs4B5orble71uf1srxow1MRVf2H03QA2k5FxejF63mxZtAX9vGISbrSnh4qDRm0qQddIwL2AEa6KBBWzWSFwUPSQyrc1ML4uK9aVFS8CyodVdLLZ6lHB9RE4ere0GY1uLyMmtVneZi+BQHImpa42s9z2KuTJnvjv8A+iPVVtMiMho92y5JBLzXT3k0Epqq5rOHMmEnKosb4iI8Q2L9nb3UjA7hWMRs8iE1QZDRlV1rVpjVcOqM1T9Vboa0vOukJdaTE1Xmy8OcBnLbH5dMKQSnLCwUwetdhxNh8AifuooJkX7Y6+FVW7QqjYfSEYVPD+tEthH7judSbwT0N0Td4zp+dbrbKpS95h1Qu2aNjEeG/5tmTLRzE8UhMN+1zeptlB1oER9YoTX61b59xBYrW01gp7RZ0gb7Nrbn5cLsVqn0TDVgEcufibliQa5xCBqpXdXLGMOYkQIx+g0GyGwdNqNAsFETmdiJVxYjUT2LFuXcTSPQSRZbDScr6sayuHIOE4+cpcfOBzXjt7ttbL6kwhS1fC4yZQtU37E5cVD/DWwY7O1dbeFDO5ag+hGsqG/OQzCBm+qJqMmXhHI4lqkrrmrY0UptamIVcW6yVALn4ar6WWFedWhEV5lJfUajR4JZjy9ldlZFRBYllWx8f6Ep2WwZkvmoLREMvfxgKBWe4XvJDeHGDO/YZ0Ic6tnWz2WafICxJFYJaQaFnGYZDIhO6sQsFTVpO3TL+jK2Xz8Rmc3KV/ICwr3RFbEyDg/Jj1gqaiHBsGs3ZyWgd05c+OReNHK58+Sbwe7TjxYvRl1Eq78eM1OKrCO7E4ZPTneShtrKEoMr044+mIl4cCZLIgP6mBl1dxOOGFVBFMzWOsh3WCJs+XZYK1bM668uolUwVXYqrRCLTMBHXzuV687GRro5ufjbIueMPxPnSGt1KYaW733EFgCXgIWbQT8fixqPNEDff3kAkGMO2aVnZ9ybW2WqhiFi/VZX+dugdf7yzF3YusyMELxAlXDo/D2QCRZufN3XS040GVMpixOV+z6Lnznt8l4Ren6B68rhU9X7TVadTw5jg4945SirUF/CFNCHn8g4PZ2A5I3dzE0f5tIjMQOlMmU5uQUwqy1Bl9jGNaadOOyVeUKnvhqc2mk3Ieab7D8dKUhP1YRALojVSlRMl+mH7xl7AG8GNNTSucuHLT+19NIQnP70uGb15+DVDIZzcLXahUZgZixz4Ng4G9FAObZao8gaDEWtxiLuJxxEUpkxGyzjInIZEJgWz1arhKqNQZWc2LTmTJ3AMnNM2lWEs1wwczWw2xFwzEzkQS+IymRAPDDsnRr0LZq4pVDiMDqmOlwQJxxpbggu7KhriUvswJwSKRXaUGtqlkDdS88xvfKufywKO/KsgaNWh8Y6gHRTYhJLzAhwVt994kMxEtIySkje2JkYgFxbiI0rDM8y7EJCc5okFnvr97/6XPWM++yWtEinQCiR4pkAgj/wJzsw3I1b0Y/rAwwt6Ay6f+zMG6wCs0FOZ/9aqej6iGw3F0+q2t8QyG7ByGSHR353UQc82QEXqPNel1wvwHEdnipK5s8IaszNPuK3AgsEIxvcRSpm99CZGi+cDRB4ozFuKb6uzXcCL5osjm5lQlBZk1C0VxUtZrKWk1FHGvJqe20MnM2TyeDdNpNMO2bbQXI+4b8o+ZNzoEG/VGBcCrCZqsRzxATT8bHqD8JuxUsWZii6rXbpIr3GZVYtzaaiz2F4DWGwWxvAccrAw9UJofLuqUVSI5Wp52ozSjX1uNFFynzY0or1Fp5+yHKh5vswJ5UN3dZU2Pn3VlSVJeXU5mTVenqJmVV0VEwYzQSpBXmNnoEvZOjKFx5O7aimkfVtVhDmVsFbPUocpKUaHMqtcV0LyFULRYHs/bW8SFyikor4JgwsxXZBs/EAO6NH5aAI8T8lDTMV2egCDjtUuG85SM3rDl2dE9qUJhHTkY5BKJYItRpjUh27eouA4HR0Lrw3tFbfj1lNJgIMe0dpncILBSppEB0FypWKBkTgIP72dTCxmbt+fTiB95a/8iikaywi9gFjaVGeJ9CISUbmGlzRI/ZeSwdRfjQ5Zf2WPzFpGD7kdSPfzpEiQkgl4mKSuv3pWUsXzTM6joAIdO21m3In36L3zdZTX+WtJzwFg8Y5f1WRsMfqQ2/SLgew71ecRVEUc5V2isp9T/V6rAFTS/j+YfJp8Y4z2feLbW6jNzmnSBrMVXC3UHO9w+VTWbSZDVtAUGDPg8ctNr6n3KGUuZLwo7TBZ8eAquy9nZTa4XGIltRiF8F8vqpDHpTW/vO7KzpkeaBZjQXUo4AEGhB4NQl4xy5AvEcbcsPYukD1GsBNHzhRIXLWk3LZ5qWL+D368QNFWPHYseH4+TO5UbUV4/oKDkh1zLM9gLhFPutSFuZ8tOWppcaasZjU5JE9rywI8m1zPkTVePz9dWDkW5ALL0fa4WEuLOJ82eQU+rmtxE/RyR9kM5SW5pehmsFVh5B1lg3F9KQxxugdNuEop3BMzlbhfWtRgRywZlZO8Yz3kfkEilnT3AIDWIhMYkBa3TGMXNimVrGnPkDgX/m5Rk4h0d6WVYRDmptj36BtPr8WO0RxCJut1pNGF7zbKtHy72ETH8lwlZvYI/2mt3BdduSpjd+WFN8bv8+7806feUnWU9Bct0Z9Az4KF2k+7ddxs0O3QqG/5iEgJwMmFbNYjTtcpFMbo6eJhR3zogpMR1An3AfLNLBIEXEFvB25oOkFRYN3n98xtMfb4WfcGpO+b1v/AH/Un8vZ8yOIarqGtTwq4L0ATGCc9COCDBpWPSqTaewVRCxd+58+ZexAyMQRRrrfxW1TWdSCrGtGld42czB3286SRva8XSnNBQ4X/u5nOfvJU4qUR8/UfV2gz43UjErs/HPU1XvTw/4kZDlq/adqHxTzvcLk09z4giqtJcv1H5ZrUsZ4/2u+R3X8Ulr+K1cc9ZHPNBfOqKt3VTccgw0xjZNoutdhEDBD4yQz2hzaD1T/ZGcHxCnXETwOCN0NIV7PBWWaZ8pHQTWff0G0CKAEk0VsziwZwQrqfw1HEwCAsPyzTR+dxK0G+G9xRdOkIvXwJcCMzi9bpuq4RG+13ii6Flv1cWdxx/g7L6vq9T5Dc8JOH+xkKTo4nEMAJGGLAKp4m0cLCQtYhhG7hARx0nAsWk0ocRMIK+l8o7gUTvKLuC2Y77TuBzuTwUHsSIA5NLg8cwmcqmIWQRM9lXY0jJAYKtKaxHBWS4xqxKsj60eWWS9KdrqUdPa7C8K9xeHUSbMsAQEydo7SSntAJbWNxD3xg8rQBzxUPjb0Pig6HkJA+DriIYTZyVR0Y9nG+IpIs6X9k6rgJm92KwFMDGEDEoWJnfEuz08wB3u47S5LQDeZ6vfXIQ4OQj7ARrslCabpVn0mD+yMJhvfvDkjGdW/AXfYPSIqSWTAM5fCIMVGuD2w5+niMhDLabh+IOwnZBJaQt2cuCN9HoDKTf+yL8F5vBbgzZJeT6GNlV203aoQtC79a2Np6s/8BQlTvT9nOpBxyvfyFfthTXKX0JUEIfBHk8jHw63K+5LgsuyzYW35TRvpwLLS5SEA2s7EFgiJ9dwhfk1bPnpIbAwE7SksIWp0jUwq+IUwczidcEmUwbW4JRu2zvcFMxN+YJxWGpEnH9Ha5PE62J+Y4l/KfptgEv/fs59e892f2VynV71a+FRaFhMaQUOf5acTHQOkXKFmc2lLIYeLuxbE29aFk0vi9SXmtKzkrwS/L/Qo9hJltl8qVZfTrcTSizs5VYfVDpyqwBrAxOTJrmisr+fWdxgvcjqQiFW4v3EocwmgKnot5xs0iraxBIDrQdrhWQ9offbjAK9XX54YxH2gR8+n5OcWVbT2ILfBbUXm7ECvF1gU8fOHqsB1CDs1n24FM5WiAkBsz3M6tgt4O/pPCwp5NbxCUSHhaMJHCDImGFhbFLpRMJe3U6uHRmnnBx5Msip1hZIKzCRcL0gqPWtzWKue4HqINaLo5XzqLQCQbBsAgRWqfokFVhCpx7yEavMzoKwCs3FXlpF6dXuIbAotjcAM7SumCt0Fyh708oqDccpAAt5cOaEDxe8t1pNOermD7C6Z9WkZZXDv4PEezijOQMC67q6m+CVkNpYdKWh0FOoZDWU8UQJyuBDVWaJZmxr5XE6Jxogw4wA3pJMt+b80lpW814WLRtaOh/+Oz12GIwcEa2BrhJ6urFdqJgW4l7+QGYIHWYTxMM6X1LW18cbyN1ZOdgIzYowg/kgkx7wvaGvsjD/pAhHX8vdzvYZDogLxGGfxrIWOw3hgYXDsopgfn1vCa3S64119S0I4DfRIYYgl80ajIMSMAE+9sd0fJwchQKnzqmZU4eBGzM71NTpM3E+XPE8IWOetaZunQbqWE7T9lLN6WZDMRQ0yDhobWZis28Fs9E1YJsCC+tQiLqL1gCIHZTlbYyJDOWt5LHVAVrVGwAe7XLYtlQfaVRftTvonDjeMNWLZU/Ttmfqzm4r31Glq3YVuI52H3mL10SstWGV7f3Mj3gc3tORT2CJB8/Ax1mfGNtMz0c9g9rnU16a6jMltTHtcuMVoZNwrMfoWb4zqPvPvsoD+6sO1hnq3ARuU7xvAU/SF3L4PnDxkU8TP9pc9teFeoj/9ome42/1m43ad66+X6wpRojOL3K+IsQzfKaRKjpOW0BeS5XVKeGCgJHOfKkLX+YhxN6rbmkFPrjXEe+RvhWBwQI2otaRVX9bHVnF55fUsfDhge4sDIr/Qo/YKqxrU8NOkdJ4MkE5HJ3C3MMaiVWnVhYNq2gpkQnBNeNhTfSaRyixRS696Zwznz0YVke9LO47dZWoV6P6hUHZ6WWrf41MJLq2HxYdDLYNUtiqLwukDwhinBcKnZSUkgBynh8BkL14d8l9jYYCf8nwGOV8MdcDGtbFupV1OrOwu66PdYFVW9m09acTix+dgGURTNFTzuXDVWTw2BgnLGV1SDH0IXIStpg0pDOkYLHfa01p3eF1J+c9MwNkVYU1nkHsBwZOWzisMkltSltb+PPSoCUhkqAKXeWagh9b21un+0yFVLo/9N5X0l7fV7l/ktfEvZX7i9TFb8W9Djzh81vRugX+t832m5mryv2x8BfIphFuw1B1oOrQ5rKtS4JuD5YE57fk/1z0GxiO8xhDe/8q95uhrkOmet/SbFRRbhCL2Jj+0KXHHgi9L1GZAGJEdqZN7AMSrgBTQrVJv7Hk1ESvBAgpQl+iqQU8yTvJ0g8LBMg+wBRYsEEgT8zIfmH2+2LVwq5xMaOYicTSu6UnOiG42T0iRPIo91nMwYQFumOaTM0rqErJKrPj0MhsS2EkZ6QwE0A8LH+lgkaYYVYROEgSRZGRssSVuS+N8ZhFMX8PwOA37btC2s62Fszv77G9ga20WsO+Ixl+3squ9dh/xBuiB+0DJaM8RPG2GF1t3ABpBaE2wO0RSsOpsy58KIFVoPPZZtXptIagCK99f164eDybyzPvOQLm6K5kKq1A7yZQ0FZNxh7z4bKciq1f7s5GIsztF0CDs7ufK7k6ORfzf35zQ2FaMa1KOZqxZ82hjNPZuZcLtq3ck36SLXT/Kts+3nPsENdBnkJPSIoxHqMPVR8hXbvwne8JWb6xdPPJ2tObSjffG3q3M797qhwrjx7tMcpb6DXCfTiaH6w6RFptK98+1XsyRBKqhrkNhb6GLkgVOcfIo9Gjt9A7UhYRLu0UEDC0E1s7dDqhkwAHt8PlldnQFhwp98VewhCp5/yAYVRaET8sKKo44IcF3ZDV3FI2HTqTzaK5ZhHr5SznTOw1g4zIVuVbtr2pPVp2Bwy8rljzU0Qix74Wq8RWkbB5IV+k1Sogq1s678yDuXm2aAge01WVsQnwlm2XklNL7BPbqcXiIPI+gAB5dLDt3A4lrdpbln7bke/jt72V2VRJkTcVQDAsl54xRf92d8S5oVJ7yQ6HRkMhaoOk3ToBnJqajT3eo6R5lydEmy1u1oWcXClWusmwsqtq0mBLRFFulW+gG6aaeq1RIOIRXsES70K1eUUDH5VJY2prpRrHic1n5z83C/jNn+3EuSy3+28ISQgMjQ8Kigu4dCCVVCnd5fEjY3zCvH544bfgWP/sC/mxw7rfe6Ap0ZbmtOTuKN8FmH6gE8F9HMUOETbq+/wfJntNilf0oQQAfERmAyH5+Iv9LzSYr6kKv8nYDN2qq8YhRBK81bit0dCo5CsJMlQaSmtvCJDeWNxs0ip5YsgmbHUmPO37YYEGYYKxnwPb/ekYsIcZQSPtbJ2jlBRAwhUKEwDh8QCUaivlPBnErpInpwQ3tUfaCwsYOzhi9Z+nmchdx9J7s7JGmhw9nwOXS2ZzJnymuHRsWAgwqRVVo0KCuR2JSyjBR5mPUVhlahzrMSc3rzozu6JPrF9GZnlBYU1YiCem4WXlDYEBrkjBq1Jp3Vxl48d0mn5oWwrAZP7R2gOkaCt8KCWmwCTfWBzj931GMdcLXG2qKFE3TPSxOTAmQ2elZNbkRCbmn8AhsomX677PaFwfLJsIwzxlpW2t53OkxNoF2zzwalOVu0McIYAzF2z2lJgCHEculgibDSWwcMHST/EUsCGwnCX9R0SAiCzZLnlsIm1Agf4ukYerO8UqlAW4ZcUrO59z/yjfTZ/siBseJXOR7vvpiLpZU5hekp9alHelMDQxqL6qsSSzjFZBYAk75vmh8YEtjZqYoeZ+6QdWJH2rHqai4R2zOYon0gpFEMC2hWKlnv2ahVCj9CAkBixDm7EDyb7F+dSJDGuUHCtXisHqusEgqQf2szClFVjY98MCAXTSBVP6r/jxIO0PHupf/3H8jYemUIx9wJxttGf2J9jFiE3XS+ierSpA85HuAymTm9oj7YUFIMo4S2Ah0PAd0wcimySL0rKIFbHfdlywxFOMkMvF7hxnkQiR3VnSCjTLg1/opHR0RDg6czQ+D4fwUM+wUI8Nm8/PmzNg3cazbq7ShD7+vj7OOXnVYrFA1zNiNdymkL9HKRfDAQJZf5DLizDEVufB8UGdzG/+16GKLDGXf/P7sdKDwEkxwuvVoxUvby9eEiwbD/uUrrWhyVBYqbk8J2ijlOeNNqGySVcb1p+tXtFkKOY6Ciq1F6u0KZ6ihCptsiVHMIH421v6oK9kcFt7q661cYjHs5TMusCi1ZZLtrRqqFucyBxmQE8wF+ozqcAaOnNAW2sbx4kTNTCMeqk899MjhPKudxaBLYQarSL4MQuHk1a0CwCQMgFi/zJtGWZ/TDyF91Tsgx3q1ZiXYHGHKX2i13haVa7rVACBKdKUYEYJAHzkPHm+uiBOYVY08AHswncRO4lJ0c4Z9iyMBxfRDo3VKoiqSw2FmIjFKPyZBCKu4P2MTbbiYYFy5pg+f+y+yAz2tO/k1fgIn1snJDL5WIWLKxre+W4vq+ruuUPJ3By/pcXUEiFj65I3r0fWSGgRu+eg2TFzxMLuBo+kT5+bw1rnoU0o8NPWs/ZXFR8fMeRofmGL3vDGxLG0FQWQIZHCLMDVRbLvYDr0KbzqYKVGLf57J4v8b00tOhL+mNkc7p3PLeu+D2lVg0Gz8OgPc4OSthRdMbSZHo0eO90/ntaygD+LLq3OwcZ4I5/DfShq1Az/BJVRN+fwt7eHDNpUdLHJoLs1sO/jMeMqtU2vXtmeXF+KRZtNhWYFYtu4B6kWz+K5YcfFL9Ycfv3JaeOH95jEsMiutwjfhan+a9IafilRn9S3Ngk4chnPt6/bfSKuC2HlIogY5/PR5fpVafW/QIeCtWuy37dYXrQqsJLc7odeVthyMKX+Z/htOQt63KLXEFh2hi7limf4Dl9ffJDQbC8/tSBgHPwbSBHSigCWIo9iKEB7oa0oBsBs35lf5K7E/K6/cz849Zdqy/D8D3MbgirIGpiuHgl/MEgSuDx46crcbyNk4YBJ84ymq7CvxypiYHQ/W3duadAdwEPizPCZ+mfpVjeBa4fRvWBP5b7bAxaSJvbP0OM8hB4n605jgukI11MnrO0p7DchtdnN5f5iN4R1ZzmO2omHRRpi5e75uyY8+t7GDj/nzq6gc2GesnBKfzvxjLCT45Uvd7D2l8F6RWOWFqpLpVxpfktRiMSfLiygg5vXY+forX09tGjkva9hg0F3HeZWkFnP3z3B1qooiJEvA/6Q3W2sQTm1dYjWgN37iD358NBB1ki6cfurNk7wvG3u7P5AjRsdw/qzZkzt203aBTnLRAj7g3k6HM3hUxYR6I4ZN3RGlsNdF7lDsbrehS/ZOf7hPFXNgqM/9HcL9BZZv4UGuAWN845S8sX5qpqFx1ZDYIFJmaZR12rcMe7hGp1q6oGvZgYkBEvdvh+y+MVLW8PlHsvChtKO/jmAqdmd4d2Xd6r/Ksoz1nkRDloEALFiK74CIfOVDMHBaoIdPEwMgeGMmuT2AA7LKmDYAquyuWVnSuZdw83/WUppZbxfj1dQWWOzr7Lb5HFH0KRTtakkOyFWDH8s3P1g2Gyr3fwTZF/nxMfDH/mrfPv2cnOAHljKp3mb50TaVu3Xud+O9hhJ1uySnPuOdB/+dd63b8a+Bj8GEEzympClyl5fslHA4cPKPtx9GBnGBM/x4LOldFuHW4PrbX63omEvRwgb/8+Fv72c9hqe9rl+c4a79eoW6e8SiiVCbBtk3ceQnrbiYdHxYOUOPjJrtpyhGDyrX/1+bN+pzAWT++Flzlw4hzUHSQp2H0tHmhbm84+2mGG9cv9kyiRSFnKq9kKgxI8prUjtTeqRdm0JxIV5Tx0Vx0oyCKftq/mVy2YPQYoHZtwIuFNinvvr9nM03QP28Wq0BuZSI+3i54tXBgb4yQT8tMpqirQFFKmzmFWsP4tZRWBsqXf2lPz+wVLLKmDSaqri3M1KPeszxc9sxwmVuUcpvK7Ul3j7WhdY+araH3PN7ulwKoJuhZc04XN7yEAA7kJZgNSlStsMgcXi//92kS2wvORSPEX4zVXNLenlVRBYaWVVeTV1CX7eCC3025nkZcP6hXu6kosi4PDejLv7iStfNBpagNlSegyW+Mneg2/4JUtQxuOATxhTwoqcRB8nfMDs684OHYpisJz3UNj9tMgExnqMwcHEVFY3eXkoMDH8aeBqJp4FY9HwrbjXWMhrFpuNWiShiFb4sSjtxMNiUt49d1hFbTNNHUyqECXuzW92Y9Lk2ZGqns/n1jepq+tayA4eZnPAeKQ/emoWTWBxovZ8ubZKwpXgzKIkxRveo9VemMiHF428mF6MvW9MJGa1b3y9i6aqR4RyrAkiECvTyg4188OnZn3840Grzg1KkXCAn++uzOyaFrWxtZWGAGaa22mPjcZaCvcG0JqMNRqNj6z7Fc5stTbl8opxtzAxBKaiB+ZX8qxZ0mDy+MT5DX+Ovj9E5lavVw/f/RGlkfGEBEbbdor9/w3AFlj0h3vKpSTeCN4zTVq9WMDzd1FEeblRaUUo/cTuHyY8+FLK9zX6RmA+zdpQqqlZHjLV1iya8r9OoLXNVGoynOMKRsLLFIFrHDkK88YdjnPHGUGa8C+2OTAiTPSGf1ZOZWFJXUykD97PW3Zcmj97APZY5RfVhgd7QMMvr2gM9HeVyYSXk4vDQz0wmyworhUKuAF+rmlXy8JCPPpE+/amF9DYijhaq1fV6JphwyrR1ARJ0IX1D6xOL993C/ZY/Ln/CosCrvB4gFnBlFk00K0grSIZO9qGuw3YV3lsotfII9VnrD42N7xH1pAsi/AOW/HsnIff3mDpto7wUsUV9TgsW2GcSCvbN9oPq4pWBdbyAUmuYrG7ROwtk1JpBT4IJbjA/2EWwz9KviSYHTlZparmihbVwth4P5n860vnIOzmRMZ4S2U/p11R6fVJXj7jg0LWJl8KVjoneHrV67TfXjoHlXZhbB9noejTc6e8JHjxW/9sK0lZGDwAU8KspqoEF/Y7jLSBPg555C6Uoriu4Lx1RgyslCfAbJGBsAfCEgdj1ta9yUic4+YiHRAfeN/tIxRd6SdIy33Hrm7efTm3qAbFyBDPRTMHDBvQbUsitrDtax/cezTjr33JCBtri8+VjNJfNp1Jz67QG03+3s5TxsbNm9aPmDLw0M286xvElf/182Ws4S5+dC32e+9Y86BQyF7+6rQ00Qa51XVZVTWZFTX5NfVXK2syyqtNbW3OYtGFQqT/4tS0aICnxASAVvVVvyeIxR13/4aSQ0vPvru59GiT0ax23ZCPQbMBUWLaWiuNun26lm91qhUGzab21mpyNmp3G/WHEFb0evuCEU3VohOJeGHB7qHBHsGBbmlXyxGM8VJKcXWNKiHOLzbKR6MxuLpKk9NLi0vrEOQAGWgOHc+UiAUQdr3vjkQcPV+fy2qyrezMk1GzXo6df64um754WTSkiP/46WXjXrn/lusNYzSiXygS+TKlFWGIyeDWsn1WpdVN6tHq72IisYL53esLwwLMS+C9+cCH6+1Hp5PQw7bcICCtwGpmbDTJnUPZDnAZA4s765B3GYnLW1T9vX1eHDZybcqlDVfTIH2G+weuvHgW26fyG+pfGjZqcmg4xN/08ChQgudPKZcXxyU+N2TEd5cvbM7KmBsVd0efRH2rlRtS6MRrMmgnH/jy/tO/vZowlRiwnji/8dbD31XrVAAWH1+T1VzlJ3aGUJtx6OtpB1eiib+k03pNx88CFgQNuFhXPHbvp7DKs6osi+u2Xfj+9xOxEd6LZg2Ai8y2/SnPvbeFSfb1z0ff/Gwn0vNMH99n+rg+2MQKgj+2XWDSAH51xfYf/jgZF+lji8/+41cffWU9tOap4+IWzuiPp+arH4+8/NE2YqzAlsYJI6OhMaRmljM5Z+VVFZbWjRkSYSmtQMbWsMI8XD+49RbS/r05kwgQ6+MBaQX4iQnWA+gggfAHCQ98kb1pd8UZkFXq6r7J3YoD+leY1A+RVRCY9Jre8KQv1nlJUMdgHPltrSUcri/Cmba14h+Mgvxy4ie2tubj7MARm3RHHIUTWW2vWYR6ghdLclrpuJFR9Y3q4tJ689rQYawNSXFNETAPHFIySpEWCT9fIhEUldSFBrtDurW06ON6rV6BSV/nEKuDwY6crOZSgZP5NVKmrUMeMHeGO65lExh0hyQG//TXuW2HU64Z1QDbZZfOGsxKpEp54v0/y/faV+wG9ki7tgMg0cbqtxb9vvMiDOp2tjRD6x/ZP+zRxaO93TunY7YElq2+BrqMs6y6I+gpioQ/BN+JC8WqxWjwlckFTk4P9huIWihZlIYCCBgv5fHhNgF6M8zniXl8J7IcS4k6AJjM748ciYOJ/nTAbcwigZ+Jm4iDwHeFDwOAyWDGrNcJBueNo++lMGaOW8bcT4v2AeTL+eHDxaFd27OeeuvPs5cL0rLKIXrQEOLj963nE2P9V7xyKwlDdN/txife3AQpNiAhCKFKKXM0scOnqVn74Tf7EmL9PnvtNrraCzkI3e3E+dwRA8PAZ/akxG37UnYcSOkTZe6afPYcTQcweUxsF6LHN1tg9ajsKhBphRLLDLkmf2eVvh6pjKv1DXX6JksdAdNDHF1s/s43EVh80a2I8ccIrdWGsYAdvyNafHtrFaaKLO7vx7/DwlgWoyO8I0I9ydW8Z8kI/LoAPxfW2tC8mf0J5uf1p4cMCD11Lu/2uYNgQ2Gt0MFsfPr37tvdsi+rGC+hc1pHcGQExjpZk+EndnN3t26Cpc2Rs+DxO0bfN28YArZdSCvOKarGGwzPNswZ0DgQcQE7++Oxs79fKB5+2soSsOo4akkGzI3q0SpzSyQsVktnDVowOenI+dyzKQXZRTVVtc2YoSPLC6JEBfm6JkX7jRscyQoljNSwf+P6W/ZOMX9kpOLhvSUkPNbd47PzpwPkingPL3exhBIUNjWuv5qaVVcb6eo2P6bPx2dPiLi8KWERQQrnL86fCXF2QZES/1cB44ZFUWmFgQ0fEAqBVVLeQATWzkP44Q7L5w+hQdOg6SydN+SpNzdt35/y+N1j6W+xz+fgyUy8U+dN7UelFRqOHxENgXX6Yj4RWLC9xIR7HzyV9dhdY0mUWugQB09kerrJ+9rIaNcrgUWHyALWFR9gYW5m0YnB3Cyt6IcrGEHh6wXo1aSymAKUFcEsmD2grLIRZ+BZ0opS2gHezrh7us+yBKX5VUk/4zwTKHxdAGQT4uriuK5WTGKrjqNMAhb8z3tkMWQVj5UtiHJ+xEPceX3gzXDL8GgcLLIbW0TqvUsNRzWtKsp2ktdCAi9PSAqQK4mv6UdjJ8EwQmDM+whBkEL54tBRtOE7oyfgxUa0qhXjJ+OesWXDok1uIGAwtZ7MKAzzcfV3U16TbUSIB5MGEwgUaard7HzzcmpkiBeTJirEvNx5tSNWF8Xb55OZZ17PeeGDrZSeApjNUHjmpIT3vtqDyePMieZn4VxyYX2j5s7bBtu6fP9IYNFe/w8B7frjjgimzHG73jFjGS444LpbXW8v/xo9XD0aDI0uXbuR/rV+/6s6+rXokwBx2NXmS4jsjpQ5YdI+ZHjBSiXmdERCEQwTtvoTIJ7oHJACLEpnvpg5p2PV/pMiIrXDlH4sNf/2MUnX5GOZRYnZRKPVg5tEzGciEVUZIrilZ/Yd+3yIBFwwo7+ypzkfbJmxA+HC+uXaw9v3pxKBBSs+CCaPjmX2zoT/fyewHDS/Ocie/RsCi3nV/h+A4Tg603fisZqzduzu/+bPtLXAf1PHoG1tmex9e7W+bLzn3NEeM9fkv0u6mxAcdlP7/dvMkSZ65Y5TkB3TBsV4KqW/HLrUpNEtHJUY7uPmqZSV1DSCs1pnWLPvPKxp0wZGR/i6W+nLru4H0zg2PMHIwFzeaVaZfZ5Z+Q073J+ssCcoEppx1ODwPlG+Nok6onVDPG3ceSm3sAZbsk+cy4M9y892NNT/YwKrXX+gvWVlR3oIE0fxoQMvrl37l4PhhKPiI/NFaWtuq53EcT/igDjLFpQOrUXtqg/bkby+6SkQOArnOJJsz8YrbeYsFRpHR5kj4iM7BbQjc2JbfbvhrKP4jnbdNkdHhaPzt3YuOqsqvyV9X9W6Mm0+tp57CHyXBr8o5SpAU2+o+ib3JeAVPNdJXovilUNJw2M1f52s3a1tVfmKQqb5LMPZDh7yZU/Fb5cbj2lMKrBNch41sWsWY4sPa3ik6C/22VF+QMlX2JEUKecLnr1rNW2OGOdfb3yYFg2tjSfKFwfI5pSotra1GyJdHvaTTkNtXtOPpja12lhSp7uA8Gyj/P7kOymb9Blpde9rTBUICBfl8pin2GxzbNAlp9S+CWI30WDzHgTkAW9T7SkcNj0khfSCeWK0y+PuosGguVr/ebXmWBtyC3Okw31/4XHkamNxau27amMRYl2GKO4Iks+31TvhZnnGblNcT32rFlnXzbG6WjWWNP8pzPnj2Ws+31dWVOfiJkUs5pm3D8FIIJ5adIZHZwxzV0hRnD8y4VJu2ZGUPAgsOs6tZ9I9lFI/N8UPe899uHwqxfcSgFEJ63RZuVX94gNok8y8SsCRoT3mibTWKhAV5rnnSPqltBL7AgttMSuEwNp1KA1dYwvH5DFxVhkS5D8SWPtHf2qH9c2oam/5niN/C3LKoV3r0LGZ21E4ua3lU8f2FgdHabt+ryOS0Xfkd7GkdHAKdFSubK+dwVGscOB2CgXcrm3Nb3Ccf3LgyNt1u9ub33R0/sE8co6So3i3rfExjvuhttqZjm1NDhyz0Lnmp85QubrgrdEesxcEPO7k4FSkySLSCg2P12y7zf+RQEnE+fqDG0u/CpXGIRce4Av1h+8Mek7Jdztbt391/ltPRX4h4cps4S83HEttOn1vyOsSrqJGX2Zo05Eh2aK3NeAIWTAOW7W9xENk8J2cx/hvUxnyILxchf1EXG+0LWxeP8T7+yT++xBqkFamNs25ykcSPd5yFw1Fk5PlS4f5rBXz/C9WPxfj+oSPZBIk18nyO+10ml73saldPdp/K+Jeak0VkFYIrXuh6ulE99cVghhjW/PR0nkAnAXmOR2rdztsMRNE/tQk55ErMp9AggxvUfcjaqfVP6zCTskzF/JDg9x9vJW2WDXWq995+g/EdAIBUop988HOkChvZGn0dVU8NG3oj/svDI8Nrm/R1DZrgj2dsfGIyQfRhLxdZIitfNfEgUx8L+HpE+L/2pu8dsOp2Ehvsi8KQuTHjWdgVJo2zp4oYfGfMCJ61e8nNmy/CMDHs/vZgYlKirTMjBwrQX6uiTF+R8/kwPMZ+LHDIlmsmEUOs2AfzkwpefvJ3+3T9L72zOGr61cf7T09oXQUL2prfNKsAUFCEZ8Mcz7rye3aXWYC7Q5H0SyblKSCdUaCQlNBW/3ittoZ7S3fdFc6+Ttw3B2dcAc7QXh1dNddaQc6VrMtUBwxwXO+kucm4znHKaA7dH6SnEdHy/shrvlI95nYQV2pK0LF0Zq/xnnO9REFAz/GYw622maqLtrBG9v0qOVzhEiZhRwKYdJ4wt0WH1Lby/OxQ+bseL0kJmS+0ikAZPxQOT8Scocg3YSD5PwowJBWODfp06EWQVoBlvAC3ESDqjUnNMYyQ2s9pBWQzsIEyC8Atj7QrcKVd0FagYDIRK2xXGXIPlf16P7i8UdK5yBfnNpYSJrT3nkcGWWIeL6IwYQiJJ351PHBzkEZV9nfZcw9oa/d5v/AgoBHKf3NA5wQhsmJc/JsLuniyPEsy2uek15GpBUdRuqFAsC55XVbT6cbW81/EixNmANmFFdjc1VhVcO2sxlns0pOXS2aPij6Qk7p5byy2uZu2zblc00gItjj3tuHw+Fz+dO/YKf052sOLXvq59TMsuXzh0V0mN6vyYEQKGSiVx6bin0XS5/8Cf4Nazec/mTVwcde2zDr7m8ssxPMmpSIteBTF/JHDgpjTkUt+/pHGpYlu95jBo+JxtF7ekIJeeQoGNOu3dxWN4+j/MSB1xd4R/HCtqZnHYVj2lvLHPn97VBa667dwcmP47bNooosSl6HQCccqnWlgRLrrwjkZekcG5RDjkBnDmttqtNXrCv+DAcdQKOhxhYeNH2dR2WqLn2Y+VCsYuAIt+l+HRlo7NATtkcOZFRVNtVUN0+d2dfZRbJp3VlVs3bWbQOQ4vCvPy+oW/Qxffy8vBQb151BTuk+iQFxCfbEBx0qgHYE9u5Qac1SoGtph9sRhbKbzIy/hhzsitwGSjNXMkM0teG1RMqQMqSKIECBTXbc8QH7uhp24vGF3iGV1Mbyal2yt2gQEk/pTHVAVmsv+UlHlamPe4qShE6uoDRhgtmhp7sLzIrhNT/IrtrSrAWZq7tcLBUQ+maVDtsk1Gp9bLRv/75Bv284gy0iE8fGensqfvjlOOxNk8bFlZY3wIfG20vx24Yzt88b7OEmQ4wtNM/KrVy/+Rxq4aWMIFx2BkDiAmAdMNBTCZ7E02hsQhh133/m1lG0+RuLJ8IOBYlGMdcFLJ4zKNDX9fe/zsOnFFc9PAgibAQ8Oa+LCYjhMPHDh3f8uvnsyQt5cMuSy4SwUt27aLhl7MBRQ8Kd14gbmjTU/ep03aEhrmNpj+frjw9wGYHi9Qmsxjr1O0+tq69RuXsrnnsfeTIcd206f3R3CsLC9OkfvOTh8eD46kM/Jw4KTb9cBLJ3v1sqkggsMdvXndn/1yWQLX/C/IKF7vbHD0fx2mmsa/HwVj77/m3g/MOKPVXlDZWlDYgg+OCL0waNMr+xHdqqYRdylCxzaKtpN1x27BBYsDohf2q7+idH0bTu29oqJThwpA5tdQ4OIWZu+HDDHdqbHQznHfjwV8B9XvcP7fFgYcsqBCFF+qRnPHWAlwW/hOkhRXIcOG1mLcAKHkg+R3Bn0PMwhJ2u3f1N3kvjPedDL7PFh/KEqIqL9wuP8v5qxZ4nX5g249Z+qVdKTh3Pnjw9sbS47vnXZhHK4BD3eYuHUFcP2twOUNqyA8YjTAmbDdnOgnirlEpBrKldU605Ca8FTAlrtWcinO8Vc32gf5Wr90LJgoULpii0RbxdSJZ63WUXYVKd9jwMYYShh3h4buOaRPc3OI6QPtVoKOb5QlkDMlx5N2iaDVlSXjCna29WfvN2F0G01lRdqj4WJLulXp8VJJuE9HaFqj2tHSoqYftuxgNxioH9nEdjnk4w9s8fPLcBmZ9B8+y7c8dOSyTESHpQUlr/8jO49xw2/XXRzU2KVbBf15+5b9koSLF7l46CH/Kl5CLsowABnJNJK3KODPMKDnJfOHcg65qHx/oKRXyqZCF5T/9h4aQJlVAoAl7/7WGhmDdmRhKCbjI5Q1oVquqPVeT3dfM1tbdlN9bEOHu69pWf2Pz0wbKcs9XFxS0NYXI3rH6q/Iy//LQc+yJ/ybkImn5uZrk5YlAYDiZDJoztNTgopqqswdPXGet9llFrpFyn1564th0NPx+uQq7OEvimErbn6o4xBdbx2n1/R2BVVza+t2oZFnyfvnNVcV4NX8A9vDP5wzV3Qb48f/ea7LTSiDjzr4UHwCufLqK/xxIzfeFgiUxYmFNFafKzKlZvf4Jy9g10PXs0c9W2x/FCe+6u1Z3SChKl6ZX21hIoKI6Yrynuoc0dRAthSue4bqUYW5SOkrvbml9ygB1dfLt5/ugo5Ci/blO9g1cyxKGjZKljRyZqyud6AQ+BX4kmt5et8HrH7pAKbWGkrC+zCcfBySqe0sAwP9f/oXBZ4qbSryGwbPGh9AD4Ah6Px4UB5eDe1Po6tX+gK0nJ49blLG4m7lKRmA3twIgEYmxtOlQyDXpWH7eXyGTNkh65owd6fpVW915y7es8jjTe7RUIF5AleXwAo/vVus9gdPcQm9+fGAH4XKp+HtoTbO1e4k6tIdb1uYy6jw+VzEBHkFZDfdbwHBUDPb9Ir/vwQPFETPek/OBBXl91cDCfILlaTOXIRgVNSmuqaTYWNhsKmwz5Uq6vtq2Wkj0T9Xly46mdFb+oTc39XEZhBUPJM2teVj8GvTH9SrHVKveu3D9qjR5b6Pk8p8XzB0OfunvJyHWbzg4eEIqnEVcbh8lkfhUxPz30xq4KpYvkpRUL1nxmNrp7+SrveHBcWLRPV2WP7/n3j8lNL9u8+mhTg2bELX2ShndL3r2lWfdFDwH16qyzd0UO+v7qGV7HfpWilgYXgXigR0Cg1Dm9oRKhtRD8b2N+coTCPbW+ggisHn1gG0Zh7cXjWdF9A1tNbYU5laHRPsBo1frAcE8en7f911Nzlo9AVcblotBo7+ryRlYV4q2zGLKKF5KLME+EZocLpTI1aUxqQ7uhSldOyGBn1JrweJo/XPLVy3NYlA9kCoiVrhKtRl9RWl9eXPfCPWtJc43aQIDYpEAWQ0sMi4DFGYHkEwaGvPXE7yCb1ZGuktA7On9n9Q92QKxI6Epc82NgnxJWebNhnvnhxXFc1jERjtJHOpm4/ASA4/Irs9Y+jCTsn2c/dbh6M97bMC4Ua3JCJLFC29EBx3rM3VG+1lPoHySJhgdjrioVOfugRtnCZzSfh3nYU+APVa5Yk+XC9yTjsUVPR7t7+2XAw0dHIc16eSm26xos3V8jIr1WrTw4Ykx0bB/zi+eaH+RuCne+FweTMlSxlFkksEIQNczHfDGZHxdh39F+W5gYwFhqJKuNTDzEXIL760wMYDHPb4DXFywk7b1D1eWQ2niX+wCQMxMPO+Bg1wk4Ggw1Z+sOfJz5+Nt9fmExpMXUi0VITE+LVoFbxsWt/e2kj5cyKsKroKj26IksI7Klt7fHRvn+vO5UUIAbvMahZO05kGYOu+zvOrBfcES417drjowaHsna7DVgeAQOq70wkWqVLvNKMaQVpElDjWrj90duu3c0IQiVu0JU9Xfz9xBKtxSmeYqlGMrmglSVUQ+BRSKUmncKC0Tna4qjlR7NRn1Sh3rF5E/gU/vSCNvNa4/PWTZi46qjJqNp4YPjtv54YvodQ7EgAJG05uPdQeFe2amlkFasKkuGTAxMeD9uPI2dDHOn9AW+TFN0vHZvta78p8LOP1foJJrpu5g0uT6BRRJ2084CQz0wg3v3+6XQ56AY0x08lpH5LDGUCQFYnIFsrG9Z9thEvyA3FqX1ouYPWLKsV/27WGhYdwa9sL/qj4NVG5EiyVsYGBTcMZm1MQy81Y1thp0VPzcYqkROMuRxAQa0tvDwZthZ/lOzqd7JkYssyosCniCMbdHTbmfPG+jja851CMzwUZF4JZCqux8cS2mmze4HFQwx/Cjm/y5gadsiv4WFN7Tp05rOXmo4VquvHOE+xc7vvXwm12qti7MEsz9S5ekhf/6JyVCjuFzzdfbzdTbbmzqu+avPzQBAVNiH7+2+5jOnJP6Ta3542+XIeP9pHU4P6PH47hQ6yPG+EcjMCC/WBFcfiCrSNwUIGariXLxIbBVCTJszAb8QD4iq2H5BLu6yg1svuXnKm+o7VR78qPpaVUl+DcSWulkXkxSUcbGQtKVV/iHuTG4Exki++fkYwp+cTy7CtkSYyRDyAVVR8ngcqws+uSv4SctW1yewWO29/V2m3DYAk0EILLxG3ly5RGARDoLVBEUoxite/hO/UKPWYY65+IFxljQQ0pC7X7y5FZyhCzzz7m2YJFqSAdOu3dqu/t6RG+0omm2VwCoSfkPa1jr4BGHFncvBSnmdjB8AMy0iUiPGq6gjZr7Vhr1BRsgScbAoX475gYl5PfZnWhzkOgEHLVLAKr6/y1gclIYJWKUnBL7+LojzS54cYKi0YjYn8P8b0sryd1nF/FH8ZbYqOUKWAK9RmBFtGR9J20unrQssS85EWgEPrYHWUiTFUOCfXHOlmzScoQ6PmNzDjEh97jslpXmy7Ej7JQCNBEWJWQQoDhkfQ8KXQzgyI5vPWjoctcuevAUaCaQSoYnoGA+zypKhGdPugP2GMLR7uMoeXDJq4cwBTLKZPj1sSrTKEYKGFm4UgEiMiJemNRqxaTXay6NRq1UIhZiAwEZY1tiEWuCjPN2BQeeodZWIGzRaT5lZvpLP5p9PwhA2bcEgFNd+vg961oSZSV2VN+C7uGUf4karDMWYawTKbilTH2tt17kIYsrVx9WmikS3J0i2tRvQ0/9lFvYdR3v5y07tugLrxuBb4okxoZet/h0yeMDBFQs+ItfsrqlBvWD0+/RhYRrdr9n2phL88P6Ou5+fdlO7+K9i/o80LFu/ZH9mroDLFfG4EOdbUzJivT3OFZW6SyWIsBzn41mv1gC/PysXmKL6RtRuSclA1QsTRkkFfMJz0KjIL97868LJbNzrMqV4wd2dKretHq8XL+cFQUjhjWpoayZGWRkvAGZaMc9TIQjjwiL2v88NugJDpySmnc55Z/n3/cfFTr1z5DWNAzeo216xgQdWr+gcHC6fyaPSqpdN/h0ysUz44VPr3LwU6G75M/amtP/OeG5UL8WafF9RIEKZF6pzCtTZA11GwpsazG+KwApxczmYnTerT/TpghIxnxfv45VbUweZFeTqXNrYFO3pDjym88AEuzqjNq+2PsLDDZT01yIN4ger76LF3gDIonhif9rZY9l5meV11c16nUkk5nv6KiPj/IaOi+k/NJz5qCgFERBMJar9/rIJMGr0cbkfXRBzLNMoa79fZHa6cCLn9OGruVfL4Y6sVRtgicPqp7efS1C4Z1xSEJaiWYvN9hmiFvPliydzLp7KyU4vryytb1HpoGbD5cfL1xlL3f2HRQwcGcFMZ3tNhlYJMOAju1PTLhVizQRWWydEbnGVBId7Jg0OGzM1gY7Z0rBolZt95Ok9yVhEfvWn+8vyq2vKGzz8XOzT/+3avMyKCydzstJK8aNwA2g1Bkxe4BwgFPPdvRS4gPiB0QkBkX38emO4YA4D64OnD2cyMf898PTFQ02G1usaz79zj5Eh4Rk5fzzn7LHM3AzzM4JM8vCblSlEsIXFJATAsQn3M8w+luP/reibpyLfRjiNnwq/7Ksc/GvR1/eFPgcyK1NCpET9Jm9Lf+eoROdwJPKy5NUbDLHtMS18BCaGPVu11+T86etb9m6+SMimzR/08EvTCbx3y0XMHLGhwRYH/2D3B1+Y1ndwqC0Cq/j3nl1/dE8qqZp/96hlj3Zbms4dy/ruw11lxXVWGxIk/olXP180mHiQ2aHrqMKqxbZ1ZzeuPdZQ22KH1tlVipFMXzCIGqTsEFtWYcBfv7sDAtGyimDgqoKda7ffPwZuEPlZlQ/e9hWlJHsJ9xZnY2lpgn84TGK0atWKPX/+dIIWF94z+s5HxpPi1Qv50f1DaJUlcOrQ1Tcf/43i4dD30Rrzu0pvOG8wXAEgk95Day0BXLc9my9u+eVUWVGtZa0lBr+r39AwjDAizteylmDwF+RlVcDVJi+zsiC7orSwDg+eLWJb+Fm3D7n/uWu7IG1bd+br93bYYkLxP+15ytPHmRYpkH6hMLZ/EIoZl4piLFbnKRkBbtI9xvz3x0xJeO7920h3Jw6kr/rY7E3JGgazCDv4kofGoRUTCfjDzOefjXp/T+WfAo5wjMdUUgSey6JD8aqqaFvZSRzYQtBHEXpf6IxQqc2/1rI5wRDbHtPCR2Bi2LNVS7m9kPLUe/EraNEqkJ1eCjwx4R/amWyVhiJLCmpevO/HOx4cu+i+3s4CaFsC1FQ2UQyE4/rVx2jRFoBJRHhMry4dHjbsHYOAsMWK4uFs/e0HOw/tuPLixwugNVB8b4CzR7Pef34DFjTsEENRxU87dzz7rZVLFC4SS8pJARHnqkoeOLJltF/o7RGJzL/YkhiYkuxKhasM/sPOHnKrBLaQRmOWfVGFhpmppR+/tKm0sFeiinTUoS5dXfzAWKv9wtsZMtrOm89qq/8UEtp36vn8qL4BGMCJPSnhcb52DIU39h7Lbq6IkHtb/nA4YwKJO/+b93dCFlsSsDAVJfUfPL/xanLJ/c9NYapa8PIt0RRcqD/xZORbaEKTIlsRWBlNhYQpVK3LDdnI6szqgxY/yVpP4ek+Q8Nl/rT4LwAF2VUmY+snr26+prQig8FF/HnlQSw+2rpZ7Y+ZCizIi62/nbZPTGpDo7xd3WXXpMRT9/IDP5E9H9ckJgTZ6WWPLfoWGwnQRS+bQKuCXxvesb2hL8iufHrpqhU/3YPZHMt2s78kB4r592NvLWyur1CrfKXXEEPeQe6ZFwvQ6di5A3vTNaVBVOpm1WfYw2BLbO3begmGzl7+IsoWAJwwbV03o9H0f0Va4Yec3Jd25mBGZUk9lv7C4vzsSKsbdY/9UnDcseNS5qgq34jv1KSY17a8pF7dovv160O9kVa0IYhhiGA+mLd4zdlUunaS1xyxk7TJ2OAq8CDEVgRWgbqCMkIg9iCJzUeCRHAnxP1doiwFVm5L9r7KPTwOt05fGy2Pm+k7B8Q7K7ZlNKcBSFD0neg1GcCXOZ9EyWPyWnIajY2Phz9DsgoCX6YtXVf8y9Kgu90E7iiyPvDi++S1LVRawTAxcERE3yFh7p4KGJJw2xXlVqEWuhWz4W/fHo6K96cbHWhV8vHMgxvOwOoBzFMrl1E8BWoqGgHv2HCOKa0UzpLEQSHQ1XG58WCjU/gBZySXEC1m4MhI2twWAIOLpbSCn8uw8bHR8f6YAGItFX4uuVcroGDjdUT5YN0KOuPnv9/fGz2rrkb13jPrWc+2s5t03LRE2PhgUIDFp66q+eLpXEx1yY4QWBxee+RXWBzwVqCdAsAeDgVfmNdUd7Ak9564a8sghEa/XlFFuuM6hbS2ljtxXJm9U/jwruRPX9vCEqaoxZQW1kP/YDf8NVDrYDSBPasorzonoxy6FWl+y639KR8WgHUY5nue1qIjZl+wh9r3gUBDq1mBKUMKxPcPxvRZ1ahpatQ0N+CsVjVqccbIKY0tAE4MXv4u4R3bS2zRAH8D77FJ3vEeQgV45rdUWe0RVwnTwD2bL9Ba3J9Dx0bDdKh0kcKfBlOEjCvF2CEDgNIA+P27I3heImJ9CbKPoj8OAit4zveGPENgLvlinsu13U+4v9gD4oZZe71wjb7q1di30erdq28MckU0jxZIsacjXwDmi5wV4bKIYEkoYJ4j7/7QRyhzBFAsUOftqtj+QOijSJ9H8SwAMyOCwariwy/NgG2VSYDLtOCeUfCQWPv5fvqs4oJ+896O77Y8yvJFOrb1wsMf3c637UdWW91cmFsFuxXpAhaQOx8enzQkDDoIs1PA6CvtYuH+bZeHXGt3N+Tjxy//ydSt8Lzdfv/YuUuHs0xUo26JX/74xN1/Xlj9yV68wUiPkFkfvbjp47V3M9cTWIMhRWzMhP2eWXXLnP4PvjAVBh0mctKcfpgTffn2NqwkAA/bPLOWwFoTwh7o0uurR/kG5zfVRyjdLGmYmH8wJUyTSR9SazaZE7h1hPCnbDEHhG7FlCCowoMBa8jwCXG4hpSSAni9YWPNif3piDM1Zko8xbMADx/lritvspAovvrwLxDlFP/M27fSvYQU2Xugtd1Yqj7jLAiR83yxPoPDsu2tQ9+mf7RlLcWQ2+/SiWx4CPUbEUHxFLix9xikVWpjyZWGQo6DY4jUyrDRL5VWeGEsf2zitHkDWffn8PGxeHYwZ6SUaAUrIcygL3w4n47cKsCxxNbqmygS6XAo/PcAT6EX3kU4fEV+NfrqCm1ZkDiYYALFwaWaEsI2TNbjWhvaDD8XrgmVhtmRVnQ8g0dHvfrZ7SxpRWrxd9565/BHXp5BiQHA8Lz1t1NMDGCsXqWfzS28WoaDVUWKUDReefBnsjkDZunPf72/39BwJD27VFSuM5pqVGrkMDWnMTWamnR6WbBy3L1D/cM9gLfKjSA3/XQCbxtKACH1yieL5t81kiWtCAF+y5S5A7CXE6uftAk2mW9Ye5wWrQJXk4uhjzCrJt/a//HXZ7GkFSGAtvXqp4tGTIhl0jPhSGc3bKYNU7geKs0LlCmZVVZhMiW8fCzTaq0dJI8XpWr5Do7iLGmFO/vdZ/6ASshsO2564g/bHocQsSqtQInpUuLAEKzSwHot6Yhizmz+L8PYAoHfVdxy8p/3e3DLRaiQ549knj6QDnuuJcMbfo9lNZcHiF0VfDGWziy7oxjMeN7+eglWh1jSihCgFncgJBelB4DXCSIdMDEU3l7+B4GtCKwWk5bSSbgiCv89oEJbDisYwgmUaUrcBR6+Yv9CdQGKOArVcLXwI2xZCjYiFrwS82ZeS+65+jP2+4UUf/z12VafcNoQigPrCdyx/hytJYBXkHteavGFg2k4WFW0SMxY+A/ue3YK+RuQH9tgMv15Me1ETuH+9Jw1xy8U1jZ8fegME1+v7r6elBUAzFBYlntMDQZYe0kyW0FnfvLNOUzMuu+PsLQnZi1gLD4yMfC6wIIpE8OC8dOeevtW7L9l4UkRGyRrtGqNyfhI/FCBkxVdhtUKk8rmhha/MOtvYxYxs8jn95NJ7+Nyw5hIwCcPZLBWJybOSnr67VtZKjOrFbO4rSCDWfx7sLFNfb72+7M1K+v1uZXa5FL1uWZjWXbTTm1rw/nab09UfVivz89o/PNMzRdpDRsu1a3NVx1Mqf/9VPVnwMOTRtK1m4LJ52+MBFJj7ce759w1EhN8YtBgMrkZ99gA11B3oRzJzO2vt2CFNLZvIBlMm+GCSb22zZjCHBtg0DAn4BC4CNzCoiHFEk0+AazccPo2I20j4/1TgQUVaVX+N/WGujhFgpfQG5wjZFEfZ70Hr6c4RXyIlH07kq4hv/AWujfkQUwbFTxFpCyaDokFQOmw9WgxKTHPOnEgg04iYKCB3gGvHEoT2sf/0uEMqFEjZvajSEsAPvf3PDWZ4gNclWfySrAJvkmr83dWQgm6WFgm5HOZeJ6NsESHd6YwJ4PYlQnFjXK2A4yYGIdbAboVoYHJae/mC1AkrTbR6+BDdJVZdduyEXass4QS7ktzl4744ZM9zIYEzqivuj9u0Oa8dOKbYknAwuSllcqdpTlXisL6+PfSrAMOBsMlgzGlvd1oNKa5OH/O5Ln5lx7aMWaCkL9kZsQkg1RCSkHMWBsNuvF+YQdKc+t0mka91kssK2hu+D37SqSzu9CJe7GmLMbZA942RaoGqI1J7r5MJnbgrKZdEq4b5nRX6n8Z6/3GqepPDSr1cM+nuY7CaOXsSk1yEXZNGGuilDOqtenGNq3aVO0p6hMrjATlCM/nKGcWH4rvJbDk8UmqJo27t3LYpD6WIvtm3GOBEjeMDe8tOyMMjvC6ZXb3c9RmykCSdggsDg8qFVTmzg9stX0Hh1w8lduFMC/7nvT67YmIN19Ne4giAbSYmknRisDiOnLgckeqkeqW2exvwM58l3tCHmQ2nOw9DQcT80j4k8wiYOLTwOPwn+qwdrFqmcVh42KYRVswzARh0d6wvFICOFgxBdbun44/+skdUAe+f2nDwAl9bD1akAvMSYefs2JOPzleNfTphepIjFosPO2XAjs39dDysCvzmnKEtp25aDAVWEBCh5qzZJjlQ4sqROkhRnTSFvf02GkJlI8dYNQtfawKrEil+w8Z5z1EEvsvWMo5ZkDI0b8uhMT62bqklJIJ8PlJTk4+Tk5eRlP33QwC6FZ40zAplz02AeKViSFwkaoROuCaqxc6i80NSIwq4wmgGyJJ6qKIxG/SzjQb9JBoKXWViFgw0NM/SOZsyccWBpqRlIdtw/wEl8Wg4XMkxjYNirnN+7BNVcEPbDe2cjl8JwdsIhSavZLxpHIETo48GLCYPFl8mFW9gXf+frokv7rV2CYQ8x97+1ZWkxt+j6U3lWY2l0EswK3htfi5rO5oEdKKORPk8Pq16nZwuFA7uqUVIcYKGFNgYRJzf8izqHITeC4NepQyXFv4GYGtCCwxV2gwtJBqlUlD2/wXArhTsZTWy4ENGBHJFFjwDGA2xNNeXVonlgp1Gj3zWjNpIKrGWTzt5LmlTy81wbPwTD6AsQbEHAwwvZS8hA9+CwYDnylShG9eSUFtgLU98XhlERpyjusbaPXxZtIQGDbBgFCP4rxqVlVfdx8cGfVsPIuMFqHiyRQSg65zqBR/TaCtrRECi0VG4udRJHymh461/saS8DqlGNY0/8xLQ0wVd4iOjr9HZzJtzE11E0p8JXLIrH7uvvnN9RKuFalHO7IEwuW3YKIn4/u4C6KKTSehagVIh6XU/ybj+TQZ8EjrWGEhwCGraXuWg0OwdFSToTineU+zoVTJD2LycRBY9nMNzLwOv0JMpn7/8gAmEMyX1s24x+JC/D2FCkwJC9U1dkY2fGJcj9p2HTK5IH9CD2RHARMLJlKt0kq4UmCGuo6V87qrXHjuhMyKwJI4iRodOgVWQUsFk931wmFSBB2PuN5WvafHI2pLuFgyie4Z9heuRsw/eN5jt/y16pBOrZ/1wHjmv87kA/8dq4ZqJk0v4czUEqbFAQYI+OL3si3IYHeHO0JqVxwPYK5eKbYqsPIze/yDMV1mhd70FRrpzRJY36WdJRcns6H6k+HTesMEixi3PTJx37rT+L29/7MQxVPV8i2PF9vWVq2Qv0Dt7levdE6ESdeDR0fbUkuXR/cHDTlT/ZcOmGIwGcQn1sWTlXkQeEg3R9rAAoB6NdLrBcQO5Dh2P0QeQkx5HIKkI7HTn7bAaiDg1IZ1ccrbZDxf2DpQHOzevSZuyYe2vSaA/Vs6jQEepMW5VRBbzG1bN+keq9Q1QmAFSWzerli3YbkftpmyudL7WzUbLRd84YHE/I2I1k2K/V2GM/F3BD1EihwmlsC+YjeKrNTV5baU0eJ/G0CiZR1LMRvkcM4oqtpxBqeGzJLqDUeTr+SVMwfsE+DKLGKZCfGXKUbuKr3j+Rn3vHVbZaHNV0d4jA/ocXfsL8tChFna1j5glZ5lXAzomYzXPkNSy4oxlN7zSaYc8rMrKQzAt+dFYFZZwj4BLizkjJCYe2MH4rg/bjCrymrxyJbzDdXNG7/aV1NW33tpBVZcJ3+pdLlMukwhf4lKK+Cv9jTKUrcdq71TJNV/LTFYrqvVanYWZMG/DDE01UZDlaYF8K6CLBQpvS2AKa0oDVNaUaSc549N9URaUSQFrPKhtXaA7OSSi8eyrpzOhd2dKa3Q5CbdYwUtNSWaujq9ytaogiwWWBwdpaaW79pai03qn9rNAcq7P0yjO7CW+Ti6STug7pcDrQiX+p+ru0qLX+X8+VHCg//QG4tyu7EAAjmAYWltI87IIIJ0bM0avVjI++tUepivK0RXYqhZxJAPrLN4ZeJ12oVwgEMmtjJVl9Y3VDeV51cDQFXqyeyBE+MpDROALyKKsPHhbXyoImdp+EBmrS3YQCjNUQAANitJREFUKn11RROTvrdxChltWBpZBUP4Uip4hLHWifF7ae01AcvNa95iGSw+pyqKYLq+pgcW+I+ePSDjXF52clHC8MhrdscmaDeqWr6H1QNrhaQKGkRtVTOTzJbDOpPmmrCXRIpFnoKmhnVZKR5iqbNAiBBRkFnXbHhdBIHSHirDdbW1SozIyH/9fAIjNxhM8C5GgDkEHWVS3qR7zE/sktZYgo4m+yQyu6MwTOkU7gSQ2orrzxWMd+gKus8msCjvr9o61mM6ojWwaqxoWH0UIUyi9KaCBy+uOFR1SWXUMPH/DTBxqJGLhdvPZCApLjblKqWiSzllEX7uyH+bwJBWGC1cH1jb9DUdu+qc3eW+IZ5leVVDp/bFERTta+unSWQiVOF17SXq/EtajPoVqYffTz6Q2Vj1S+55tckAgm8zTzLxTHrKmbk+CKTUIp03pbQFSHvq0iyGpJWlt/R1dcR0+KLDIKuEmFLhoEg7AF0lxLTFDplllcGYxuWGcJBjrSMlBwgQWIJFhqk0C2PWZ0uze6//onleY312Y+25ylIsGvpJ5UFyZ4QSgW2Lxfm/rRgW6/vUB/N9g90feXPO0x/OR14Y5ssYo2XdEtf115Mfa/UegzRvMmjIWqHVa2J52zgJJzly3AwND5g0v9B/02pbirzUcNpSWqHWioaV5BzhKXSu0nVPeQrVle9dRU8OznyZhCvEfh3KlwLf5m79pXAPLd4oYNWA5+ywIgJo2uAYapKIDvAgkZqhW+K1w2oLeuaSGdlAwxNwcSx4Ygq3I1z9lKUjWa1o0TJo5J+FyZ4iWYDU+ZvMk7eH9ttVkhGj9BI78Zn4zwfPoRwowLqZhCLeidrzw90GEIIcVUG4RZZTJgHIhGIB5QYAa9vMIoEtXaURUxy/Gr9XrzXCqd3LzxmRCWBHAIzbvaVJy9zxz5LvhOe/s0qIvoSC4W1tKpOpmE4JkZqM9RstXUChz+IGQGKYZZG90n/BMFTp8nS/4ZC+zNuF3lGsHq0Wi9X1rgKJhNvjH2FRGtpMx6tyI+Qe/hIXZlVv2jLpWXBdVVN5Ya1IKijNrzFbCZ26f4TlPcZqe82i1XsM64PwGs1oKouS+1h1bmC1Qi+tuv24unyX79tNhe2tFY5ONnUCOiQpV4bo1UhuQDEEsCKwMG+a6z9mZc5mFimKDQYVDks8MDX6xpp//53U9ZKnRgoaV95SWmGQPKwyMz5YwKKlrEuFsYPDUGysVfn02qIETcpHooD/5P1Rw6KUnpsLU4pa6u+OHPJb7gWKp10wAR2ja+AFAl6zEde2qUxb5SPyyFcXQ2BBQula9X5ib6j9RerSRmMzk4Og5wYUWF6ZtQRm/kCCwd6jk/vTIaESB4ciRBFM8lhtJDBiM7AumlWB1drehm0ZsPtYdmcVU1vRAB22NLfKaq0dpNGUZzIVtrV1/2pLhZG8zHcWZ5Spmys0zQtCEyOVHl4iWZGqHpzrdOrVWeeaDNol4f3DFe6fpR7TtZoGeQTg+PbqaazNzwrqg+QLZAzdD3pHmd5RdkZIqw5WZA73CAuXd7KieCaA1zx0k8OV2UtCzea/vWXp432igelNWyYfFrz4sYlwdsdrGHkfWI4jlvcYbavXGGCpE0tFzfUtsN6qmzTEwggM8M4eCkJp9R6Ldw7YX5EaLveyKq3Q0PLSOXIDOdyIdlOeIzeUjsE+kOQ87Pu8j/oo+1OZNcR1jJm51WYzfYdDz7Ja9V+F1Het6/dyVNQPgNDTBX5zmI5T5uimOE78ddFol22Bqm5zYfKpqoLjlXmzguLPVhddrC2p0bXgjg+UusD2oeSLmHgmPR2nWNLj1dEhWRw3l+2JU0S48JWmjhzFVbra8Z7D81qKrjbnTvRCKh0+bQ6AJYzgkMGsJTDkIAsJz1i/YHd4u9RVI3FANSz3BVmVBMaiBJacmPRWV8kwe1oe0x8Hk9IOPGhi/Oz7xnkFuDFXRZn0tvAi4USZ9F4uN4BOIljPD5iQG6Bco+rn7vd84tgfs88zObsKJYvD+yGf1YGynKMVeUEylxf7jhvnG76pIAV68TDP4G8yTjLp/wm8tfjKG8k7ztYWtJj0n2Uc/ChtX1ZTZb1e/Un6gdeubM9urmJaBtIby9fmnl6dc/JSXTE6pW3/xgAKMisKsyrKi2o3fH+Y1dzaPdZJUppb+dt7Ww/8fqK+snHvT0cvHEg9+deFjZ/uInjKx+o9Bsn7cOSkSHm3dZjSWwXaW0tNLatM6jUm7Sb6V1qlZCLLtIVeIt8afQUAcpBaKxoWKvBKfy1u+YdXfztZm8rk8t8G0/33vRwYcz6IJvQhP7nj0pndVyoKa/CIhicGYsZkh2GwzPWlxImU4P0B02E7I4viD0QPI3hfsYKJZ9ITAjgQUQ4AsGQpd+BO8hx5rOZcqDSgUF0CJUvYFT1RwZMdqT6D/ZWsJswia3mYVGHfEpMGMK5AVII/DsBLOuIRwikZb1cCT5rTQwyx9usRVlIe/8uUU/Ba6qXMOrsvpaKwFssjtlYJWX8KHbBWt89kKuqwYXW+Vi2tMJoWHbGzwPwEv1CWn/PWwrQanRrZrkztDdCF4R1KmAP2NevFTvdHD6Xd/UNguGdYXxf/t5J3ZTdVeQhlARKX77KPfzLgtoUhAy7WFh2qyIqQe9IuYpU+UMfuCh8GDSu5oZS2HeQWTGl6CRzflfzQ67Otbtq3vMcoz7STWQKRQCgVRvYPyU2GPqr2DnbHzU/wlIx1A+Aeq9A2/FpwHJGw6vQtD0ZMtFSmaFsKODr5cSVLOLwYS69RSmMJzPVbZokExuaTKXYSvBa37Gj1lU0lR7JU5vfAf+GHWM17OTCoVywNS9KVbXzEzP5ege4QVb1kxSLr6cLT2qG3Qt9CznTrCiyqWM8eLFDLvWcBjwkgzg+F3YlziATKhcNU77E4Y+sl3iIA6IdltGIxJGSsdyyQlrMqphxhwiC2NIEB6SOR934+CHpoWDjnd8R1A2D50Wp7CGJKwHUKgJLF9HS3/I1YAyWeh+vzrqDhJL+ofLP+m4pHMFTuhi1TmKFrTQb4Loz2CXv1wp4rdeV9XLxnB/X5Iu04LI+AaXf/EHATSIVOPPxN0LB8xEpIz3sjRmwvSanVtwRL3TCPZvFn/pe0LYumN0V3H+f0S4XOHZlcWflKWZeLecPMuL/b2XDqXWPMxq8Ogy/smEy1mtkEgwFDb5HzvMAhEFgQtb0ZHqHh8Pr0ntg+pU2BhWZ4QkZ79MVRpavPaC7MbymH47vapDN0bDbUtOqvNORQ7pGyAFeBnBb/HQA5ZnvfEdK+sojh4UYxVFqd25diy60BxDCpwJURHthtbWoOx6W1tcTJybutrYHDcWtrq+dwFDrdfgF/cFt7s5NTQAdGCsr29qa2tiY+v9OmDj4sf6hrxsxkSStwgGs7HTwAbz9nZpHAsE9BAWFujcZFsBMamMUBQZpYGBTJlNASbxWzaeV+4nxZkFH29FdLrdI0N6gt8VYdRy1/DnbqkJTISyMHII8xeYpe7jueMpzoF8njdBouPx0yk+rCHwyaRmFKfEOAmf4JKzOP+kuc45Q+eGNBYmpMBmgiBS21mPrBxB4ic4PBC0rWx2n7J/pC7/hHH/ip5HdtOGMJLDv3GFMqoXv6omLhrd5jiNXxe+FJ2DFvD77BjhrMC7Ey9x1mEfBDYS/hbE9g0QaeQhccYzySKAZAvaF5/qnXKGZewNiR7gm02EsAKSQbGtQe1xk8lzJHeEMKXxNgRr8DMZ5k8nLuvR8WWiFyq9GQqm3dyeE4OzoKsX0EZx6vj0azodVUgh1w7e1akHXQ7ADGiRsASi43iGUuZLndI8IcWl3XhxWYEHuyrDbHjI/pEI9YblbJrCJZXYAGO4qrtWrLKSHrRqcR0EfP7u/WEYm8KKvCahdAFufXWFYRx1G+eR7R4xZFHDjm1jNE7EKohmCZM6aoVt/5VFqRLpg6L4Xh3mUZ7QOrzPhR9lzdGYNeFjaUlN5NmgXgnSRIRmwkNAvK8d7RdAzP97mFkOE8P7g/1g35HC4mkgRJ2lKCXgIjp3Y+dOeOXGU1uUn3GAkvozLprmshlTW2axYne80lNPo2XWrTeRe+Oyn20OvU8PHvWne7JkdnnsxymeDoscxr+qoyOev0xnrbmSOYlFZhuKpbnbZYJU67VMTEB0d2Tgd674eF5q2tVSZTDhfTcm6wI3xIHXkcRwmf3xc7dYWiiQ6O3DYoU+1YjM8hGEIJgdVqXp7v/iDWO3NPCaY22CrUXX0tCDM7pIdhUiEHCbNIYWSOoDCAjJ47h5lVlnCRhSiZERwz1i8Um4r7efgy6cWSHgsCdKoOaZVxPn/jl/uwCMukZ8IIi8gsUhjpliCtDMYeVtSYntP2M0cyMZ1BimMY0WnD6wUO7k2rq1XBwNyADHSIvNoBHzt0taG+pfes8Ke3tmKzlxZRUtvbDY7tNTibWku5jq0MfAviTwAPDDhDWvWevyUlphdZKSWHt1/e8N1hHNt7BrEA/U26x3oZXsZywNeFCZFGkiNanjDP/+7Upoukefclq6lvWf3HyWH9Q4cNCCW2tKsN1VgG7uvmY7UnvH1c+DJmtL/snMoNG8+VljXE9/EP8Hddt/4Mwl5NnZKYm1cVFeXt7aVc98eZaVMTt/51Ua3Wx8T4Dh0StnnzBT8/F9QCs+bHY+h34oS49IyysrIGT0+FWqO/8w57aife5Mln85HFy+oIWUgENWdisBePFHvvhwV6LjdUJn+WNNSY90Y5CoRjURSL53WsgOAF0AZlqovGDBNisWQBAcgZURMQWxnRLyny5MEMaEO0aB84fyKLGbkYc9vAUA+rTSJiO38mqU0+VwBDHuZWVomZSBhcWXs7SO2l6rJ4V6/z1aVxrohV0GmKIS61tHl1RzhpUrS/lxCUhTlWBJat8DJ9+gXRXgCg+eWzeYj7ykReL4xYsqePZ0fH+e3667Krm1SuEME/gLVAxorcAqWM1Yta/bOjoxzGRj6vj1qzwWQqEQpHQPvWGDMB8/kJwOv0JzgcubEDo1S+znH8+0IWvcNpFjZKhO4b1bEhn7WlAQQ36R672lSmazXA2ZB1BW5eUdOqVpmaCP/uG1cpE3m7K1rUeiKtanXqzflpCLhhS2ChvZtAwRRYEeFewcHuC+aZM1D9+NPxmdP7Yq736ed7A/xdgoLcQF9cUoc5YElp/YvPTyfdjxkTffKkWY40q7CPS3/PXaNdXaU7dl2ZNiUx42q5VmskZHbOR/em9UZgITYDS4VB+BTCNje5+K/vD8JiZ9AZzd7wIv5jny2x0yOtEotvo3AHQGRTp4RiYAgVE2/GzFg4mCmwdm86j0hVVl2fSHvmecuvp5lFBAWjZggmHvDgMVEQT3S1Aeuqx/aljp/el0VmWTx3LJOEV2VVjfINQWAWhI6i0goErHCvWamlxI5L9xLi2lodIc2ixurFVniZPv2DkLOSmdELGYwg+llb0ljc7Bc9vRXOLtLUK8UCIZfANdXNTMMfmst6bkVoatCweHaoTo1cJx+o20ZTDsKlYlar1e11cvID3N6mBh4vMyQug+oNDBRzFofrLUJDx7HggbFEmE5ZMNiSw824x2r0zXCRhQ3LsrsbiHkn4ynKTWVqnOA5ixS7BVZmXmVcpE95NWY05n3qqA6UObuL7F1WV76CMiUA/RFwWoNTH55/SCjoYngj4SCB1d07VjRYDaF/LV828o/1ZwYNCuXzuPgPzI9uL+anePyQRM9qoAJmFwjLySxi7x7ZyQxkWEIAsk6s/3TXtLvGwA/gj092sdZKmA1vIIxEGMxnD3kiNq49zkwcYqsvPORM3QdbXiGwbBHDFxxRTBGlkxKs+/7o6MnxrI2ytJYAEDcgYyFJEd6YcJT1EEmZtawgP0jGceFUzoDhEdhLyCRjwaom7YY1x1hIWmxv12DqhAB+PEbQUdxLsxcP+eqd7ZQMUXqQWOSOB8dRzPUC4yaZX119+wd36YtmBnThjHBTuvb4vaz5OGi43ECxaCZRqCVd6jaPF92B6VS0EUMVRwfDTgxh/k/OVPXzCXS15HMz7jE5T2RsMyHsm2V3NxBzX+gzXdwcZTy5oCsZe/drXyYRQlT17xNApBXWUFLrKrE4Zceq5SpgC6yICK/vVh1OTy+bPDlhzdpjX397cPSoqNgY319/O/XzryeFwh5qZFl5w67dKckpxWfO5hUU1uzek2I0IapH1zh7940b64Nr5drbtek8K+rmdIvXUW1FI7YTlhdUw3cOPHvXeQ+q7KaN1dpLPVBdBbXRiskZz97dT07qIjF///bdYaZkYVZRGGbmz17fQosAZiwcxFzuZFYRePr8QUwk1JNvP9jFxFjCv3xzyJZpCZGw4NCEe4P5V2F6wlqTQtoLqtZZ8gcG6tuHL2yEzLJaC6TecFGj3Q7JgbQeTJoJM5NYCh0EFhK4sXbSMZuwYKvue0xpBXqWPsiSyLCdIZI6k61YNJtO/zvw5Mlinpnk3c8dE3vD4Ztxj8306z83YPCtAT1uqhs+cjeBV9fhSaUVeunWsOQy0Z+7LwsFvIfuHIUKF4HYT6poNuiI/LI6IEwJWfjp0/pCpeLxnIB/4rFbcA+R3R4vvzgT2ha5J+65ezRp5evjfP+9YygHfz8XXF+QDegfDGRwkDutsg8gR/mzd61GpHOrNiBkzVnz2T4mB8SlmzZ/IBMDGLFlDqw/rVcbFjw1lbXFgUVptdigz67TZbgLE5oNRVXaC86CSIGTokJz2k2It7cjZFmUcpGSH8pqi7Q6WORCfj2Ch6B877n1SEo8/252qBBCgATXqz7ezXTng2q59NGJLLasIhKCoyOmyN6x/iz+mvuemWwZ3gvMf1l5gBWGmMkQ5vYdBZnRLu7MKSEIJs/t/8Mneykl1j1ffejnFz6aT0JcUDwBMD2HlsQMmsoiQJHHjYDYcGiHtOq+S4GH6v38B/OeXb6aaUj6/bvDF05mL31kQt9BoSxZQzljvyQWTJFoGrPdLWdePXIia+RQ5EnvlaYQlxSI+RedIwN468l1yDXLcs6kff2ngO3F6dhZARVY32p6NHYkhvHv3GM3/PdqWzV/lf2a0ZwMzlGyPjN9b5dwZYC7bwWxiDdjQnzy1VLoOK0ObbuLs2DAym6ssTMUyykhiIm0AgDxBAEE4GpGWXTPBMiVlU1ePVNygczWJMUqMejxgeGcKOeYFzw8/2s8mcj3hTAy8HBrbtIU5VYf3HGFFYIOQ0IIcIhFwgFnlg1ry9f7e2nDohwAOAsiIKRwrtNniLjuNdor7Q5tMc5LUNXe3qrkh1tKK9L8geemYn5Hl/ZhSv/l64M7N55DANKYxAA4BGLHtTlzembF8f3pTNsNmuPRffa923pjQb/3mcmXz+Qxfcp3bjgHETZ2agL8IZD9ENpQQ635eQaSZhJFUpMzRzOZ1n10Cm+A5/qNQl5CMn56Rt6wDWuOM02/iA66dPKKMVMTEgYEu7jLIRpg+sFPuHgyJ/lCAVVjmSKbcgMAQzWzyIQR0h4JO1jvoey0MiRqhARBdhxPX3OmSC6Pi/ixGBLyJCH6CgL5UyZZuVXrt54vLW9IiPML8HP9fdPZdgeHaZPic/Oryysbq2tUY4ZH9o0PoPS4oybM6AtVnWLwr90947NJs/vF9A1QdsQdghkE+41x9SAZkcVy9JSEfkPDKL0lgFjPyecLEIICK91qlR5e+x2ADuYzwMzXEtreM/MLiUyACb5Yaj6bD5kQRnecMV1FKi3Cf3pA7O95FxeF9sO2Vmrb+XfuMcsfaMbgfYMAh+RsncI6dn3JD0Hi8Gk+C/C/XKw/ieLy4CdA2i2w6jr89zxcZUS1HuTpL+cLEZ/fOr8OrKWGZUlcW6PKyaqEwDp0IB3/QVCwO3Yg/7X5wm0LBsOklZ5WGhbmhVdleVlDQJAbn+9EMJB6RYW10bG+Go2eEKOhJXM8hz9+eSD1QgGqwATrgKylQMsmSx+dgBuaib+xNqwabTKfI4O7lowXkNn4O3QuV2GsrrWu2VAo5wcx+yUwrGbvrVr+3F2rmb6juOO3/3EWhyU9xWAj5KufLSJukxRpC0CmnGfemfv20+uomAAletn04wlbTRAb75l35yL/MzOUc2lL06r087grkDjnmSTE1exWT/BIP/XWra898guTIf7xXRvP42AimTD+i8demwVByfKSY9JYhectH6nTGqFYsWoxx4RkZyEti5FhnsEBbgtvHYhX15rfTs6ckujpLl+xch9Wt6PDvW+b2f/Tbw4wBRY4wFR66lAGlebAIC+kHRtcbFKgZb9MzLlj2etWHWFi7MCYxuLAq8uSBqKZCizURik8v8s8hegR9N/5d+4x5sDgutHeVg9xpVGvEkvuwVkie7q9rZnj5N5qKsV0H37UPIYfNbMtgat15TSm+2iPyecyjxJ8t6Lh7aHIzKvS6ox4ExKfuq356ftKcuzYsKJkAe/G30cOVhQtOgI3dxksUyhWlDdMndE3M7M8NMwzJMwTAujIoQyJRJiVVV5d3dwnMSAm1pdioNWrWrQiEY8SU4ZMoKVZ99bKO2DcZSJtweC57LGJyPpnleCf27CilGbHhSjlwmD5FEwA/SQjI5ULIK2ATHB9wKq0IiNBPNnPfr0PuqHVgVlFwlqPPPLXtZw/bHzMCx/Ms5wDWuUPFeadb5dCg4vocv4gZLAS3BmVtCQ6CUoWfR4oB/wESB9bmjIlowAUkNe+WAyRwfK9oAT2AaRNRRpHq1NO+w1JLVH/AcMZUCzqWCAytaHo4iwR8LmWFjFXD/krny5ihYjqTUf/Mg3+FxzNRh2z33/nHqM9alu+Uas+xrIJlxtNztqWVcDoNOsRxKjDMU1Pia0C8PFsNjaSKgA0Nla3hlVS0SAUcAtLzao+vO9PVhQ2GswGUcv7knDBGekqBrhE0SIFjG2GD7OeXBjwUIgkuqS4Li+nKie7koZGwA0KlzzgQ0I9oQPHxvmVFNdDNqE5xUBdUijEKcklY8bFEGJ/a7F98YoD2zdX3rHt9zO/fnvIjgUXbkqYCSb01K3ogAH8QxsWkxXJPtCKgFwwwXSoIJb5CJj0gKGevPHlHUf3pPz81UHMX1i1zCKmPEiQc+uSYb0UPcy2Iyf1CQzzhPGI6KTMKgrjesK7ghrRoGftpHUdQB9Xr56IHiWkaMWlRrodZoLYHhQdBTz2i+4bM2vxEOKOEBnni99uSXZNDKRw4uCQP386iRkuboZr0oMAe1kwuQMQEeb57dqjo4ZFTJ3Q54dfT4gEPEwDi8ugF9j8QI5/teGhz9/Yivm1TaL/dEV6Y2Ww1LXJqKVTQjKif+ceI31xkPGIF4XUXhwnN3IGHph2s3ttMZcXa9TbVO0Jhyne8z7JfiVAbJ4MlWoK5wfcTfDdIYPNHlgcx9r6lgBfF9RVa1uOlRcgj9vy6AFWZZa2Ve3kyKXRagg7cja26T/Mempx4GOB4nAmnsKYmBDLqGWYPYqBzCKWJkqM5p++vmXv5ouUz73PTJlzx1BShKffsb2p50/k5F0th4sAjDJCMQ+bb7C+M2x8LF7m9I1KmzOBwoyy07uuwCsZj9CiZ6Yxq6zCyPDcqNa6SMUN5rOorKHZSyFT6w14OwOvlIgOZ+QNCPFzk0msNreFxIsddo2zRzIRvByzJBJjE2YLGOYw+0saGjZoZCTTRd4WH/t4pNI5ticl7XJRRxd6Lo8DO0hwuCdyWcOqhTvbfvPe1EJgnT+Rjd0FyOiDFwniBQpEPKzuhUR49RsWPnJinNlt5cZ9cLdcOZt/5WweVlGx/6GxvkWvMwcORmRExOTw9FFCTkH4xvULYkYcpwtEsNviyoO+lyPCHsYTB9LxG7HVCWEF4WWGaRd8taRyoU+AW2iUF2I3R8cH4I8Dw3++aXHn72eCo7xLC2oQsywsxuevX05hm+fMJcPSzheMmdEXZqz13x2e35E+B91h+zfCUSDk0bII6wt5/8491uVHzbyiUGAxpWvtCNtAYGYtG1aZmovUObCEB0kiSCodUHQKLFNr27e/HAsNdHdRigf1DUYFfNzX5ybzHJ2QwY3NqaP8e/GX8YrBcYoBVmtvEpIlsJY/PhG2jBvS1+eP/9xnWKRELkLKz8XPTb8mz/VnUmJ8PU5mF5U3NPcL9m3S6AaG+m86lxru5QZ8VkWN1mCanBBhKbCY8veavdghuFF87HTx/1gVdsTUtKidRSIIJtzwaoMBm6pwVoiEKp1eKhA0arUoNuv0SX4+N/C3/5mVPswv0EUoqtdpXUWi0uZmV5G4RqP2kkpbDAYpn4+ziMujGJcOGl+ZHNNUMoy1K3bLlRLYsIyG1jsenYBwZukXChC8rP/IyKzkkqjEgPSLhZBfhBiiKrWhIsnVL97lRv6KG3hB/gmrzikh14kzb3o/LHMoOsKWg2ODTpPo6pPg5m2VO15IOapUCCyrtf8a8nqdtuwMDPtn44aEH9t6vr6qyWQwkXDJdujFAl4ff6/86voIbzeN3sjjOl0sKBPyuASfW1WHZ8Bq8/umrPhm55NEebRK0EvkjeLTy+7+CRn+prqWzvmapQT/J5yvq+3+rFwBlwuR5C6RpFdVywR8ld6AM4SXmM/Tm1pjvTxU+s6dHtfF2T5xlbrlUGFenVZbqmoa6OPXqNMtiOmTVlu1Oz/bWShq0GlxnhURTTHI8wqaO/uY563kg3m6eTM2jMtczuHtV7Ce6xfiDqUyHNuJ/jhbW9mElDldtA5XG6uc+SLIrFhnBIHprc5Im/+XAKfrDg1xHUsHc77++ACXESh227Bgbs/Or4IN656Fw1GhFIgOleUhweTsELPZmPlZmftaubYQu6h/LPyY4Md7zrnFaz6BX0lbrmvVQKItD34uRp5EkClNZy43nBRwhClNZ6d4L9S1ag9X/xUtT8K0kRBcbjx5sGpzrb5KyXcb7ILAD9Msd1YTSjvnM7U/pTfuhs1xmPvdkfKxOaqjF+rW1+rzFwSudBeyfaBYfOY8OFHpLnPxULj7ulxTWqHt9L7ROM/sZw4nv/3SVcBT+0YpxULCdnb/WJYFgeARgRvr6wT+J+cbxYc1hgZD5V9lX5Zrc3kcwRiPRf1dbmER/L0iLsX5/NJalQZC/P5xg6xaGP4e5+tqFeLqcjAnz0cuO1dcyuc6Nen0rVis0ukVQkGTVuciEcf7eJU2Np0uLLkutr0hbtLrfGSyKFc3tdHIc+JAhOU21IUoXdzFEjGPhzMTU6vRgIYG+wZ/L39X/ONYacG+S8zfEV8UEbGJ+Q+Zcq5eLsJCIR0GdKudJRkI2H3DpdVc73sfW3nXiDmdM82UY1e/eHjNquQP7RtbMLD5/g88sGLJ6HlD6CCvCZyrO8YUWMdr97EFlqtSgp3PkSGehFeTAalrHSs1KssH756QF01thlfT74a4gdABPZeRS/KtuDWIHv9i6hLWmK42X57rf6+n0G9Xxbp+ziPvCXnp6zwIvpk+oqAsVfKmklVz/e72F4dW6ys2lnzb6tA6zmM2i4P9ospYc7n+z+WhvwmcZBCXIA6XjcKxJu92+w1JLaQVgLHzrltnxOMHsWXZBeuxhE3tqQVfE6ewGXEvEfrtae/gxsxKLv758/05qaXw8wiJ8n7w1Zkh0WZlHpO+tZ/sObT1EjyJ4Eo+dmbSnU9MssMHTTb9cHRbh4EDKVXufXF6eJyv5cDsYI5Wr8f6wGMR37e2myCz7FBeVxVchsfEhO64fFUq5LMuy3XxocQ12pNyfpTAyZViegNEe7pHerhhALild2VkT4mJIGeCIQPzUypuTZBb5ZZyqeiL93euWv9gL7UWSv9g0iDyEOG8JTsDjxVUqqcGmtUC5odiMIUETWOH5kUIxkxPJMCIyebvoRPi6I4cBIof0bUrltDkqmoRmxBhC0nxpp4xjGtKq+sdAPY5a0xqQ7uhSldO2raYmrSmTg29W8MqKKk1GFqxl9DPxxl/HiLhYmUUy4U7iq7OCOrxQMLQTtQfriMPSpPlgKwqR1wOr7/zyEZj3c6K34e4joecUvJc6w01APZXbRrmNqmvs/kvdBN4D3adcLp2/3ULLFO1hOsCaQUm+L8tR/WfxcC988stj2ZeKX5i3sptae8wp4RShXj0tITH37kV1vTVH+767KVNX2x+FKM9tO3y8d0pH/x6n9JFAr1MqzHPMe3w2bvx/L4/L7z2zZ3uPsrd68++vPyHVXuflnf4NPbyt9cbKkOliRKuopf0vSeDbgVfGSgylu+/3jOhlEXN66JcnrpegYXmRCrhPC02EkVypnjCn9AQmHWGx0YvpRVpSOlpv7dGxrJ4WhavSUOlFW6P+mrVuFn9mEyqtCopV3B9A2W27zUcPzL624vv95q8t4RlmqLjtXvhh/VT4RekjdBJNNN3MYG7BRb2EtboW+heQilPcH/sdasbdgYldpKilteRSVHCNb/EnBx5pnYjgAptSaE6+1D1VsD009reSp0vKNIqYGjTbC99pdlYpTbV/py/DDRzAj6Sct2sEmPOeLF+PdYx0ftgtzuiFBPyVCcu1m+YF9h5dQ5Vfi7hOg9yW1Ktyz5StVJlrBY6SYe63x0sHaRvbfk2Z9ZjUQcI53WFD2LuGSBJulS/Qd+maTKUl2lS4OC+OPgHoZP1t7TVIfkGueEgVZPnD3pu8XdYx8GLizimC8V8LAXAsGq1LRO5cdWRxY9OCO1IT401oz9/OHbuSOb42T3uZiY9E/4u94k6Q7mhTVeiuXq05g9UPRz+jQvfq1Sbfbjq93It3PFaPYXBU3zu9RIGo7ZSV7Ch+P3bA1/7q+wLTCElXOXdoR/lqS6VarNq9WW1+tLb/J/bX/Vjo6F6YeBLvqJwmVCgMRhFfIQPs/IuOVo6bZTfjkr1gdTa1yYEnqjSHGrUp0U6P5bT+HWFeh8HgVI48r4eK/hOzhpjcWb9ijrt2eTq5zgcgZ90pr9sLsbTqE/OrP+0tU3DdZL1cX1dzPMHMr3uHShi5epdhtYGH8nkUOU9QP7tT3xS4Le/39f75tdL33vOlHLE5HgKUwA5UAytN2ZzMoy5Xz669siG00KJYN5T0/lde4GrS2ofG/4aMu4glvyWmh9o15gTrHnljwO/nkAVUu+MXzx86RvzSG1lQfXjo17PuVQAk8uyt+ePmmtTtkTJ43GsLvjkruAnKWcKdAss+M5JxHxvzxv/diWdMbUepgqG6RueE5jABriMosMC0EtpBUo+R3xrwIpybdqBihVLQtYymVjCvuL4UNkwCJR6Q/GGokchsEJkQ49UfVWnL3QVBJna9DmqI7cHrzK2abeVvjzR+9kASf9GQ9nG4ifmBnwidlJaMiSY1Ibts/0/vMXnRW1r03VJKzRvrGv545tDyDaOsHywrWJiiDNU/XGzks4fzVw29oOhE2LnLB8Z0cfPVu/AYwMNltg/eHIdDkpWzdiMYmxtLWts9pBJITJwNGi0zmJRbYtaYzQ2a/X3hX2KVmvynw+TJY1077zJgBE5SfsoRszwfRja9P7KH7eVfXlv6CeEf7Oxfl/lmoley1wFvhXaPBnXGfjUxuPLQ947Vbt1XfFbEGdpTcfP1e2c7fc4NCwYtm1pWGKur85U1aC/IudHqI1FzYYsBd+siQTI5oUrH4DGnNXwWVnL9mDFEjEvIMnz8xNltyZ4fCDlmUUnPm3t+vTadwZ6r+ZxZBXqvel17w7w+oZUlbfs7O/1tZOjsN28J7H7k3yx8KfvjuRcLceU3D/Q7e3PFmJ7zfxbVjzw5C2jJ3YqQbPHfvDMazOHjoqqrmx67K412OzF53O3HHqOcjE/n18fOrA7BVUIUDN+cvzSB8ag1hY9+D/0zOTN687mZJa7e8iXPThu1PjOucvGX05t3XAOHhJhkd4PPDkpPMqb9nK9wG3BiXaaYKkUkaMQmN8ODa3a8PH2i/tTVxx8Remh+OapX+oqGkiVh7/buqKVZ3defn/pSkoM4OC6E8c2nf3owMtKd0VJVrm2RUdrN36689nVD0QPDt+z9vDHd32bOCpG4W5vDDN9FtG2TKBbYMllwlMX80vKGyaN6jEBZFJTGJYOCKA2s0vFP/2Aj48osFJXouBdn0ni73XcYCi5VL+RGLmgMUFx4Dg6xSonpzXuGuX5YLbqMCQatLNSDXbYSCCt0IuS7xsg7lukPh8tn2CrUz9xIrHri5wUtmhs4d966Be40ryz5i5XT0XGpSKYuggl1oZe/3ZpTlrZjt9OPTX/68WPTaC+NpasIONguHvrh+Xxg0JprROXQ+GdqVmNMC2LRVinSy6pgPAaEhIgwLImD3FTrWg9pKEr3wcHgfu5TPqx4EV0Q949pnbDYLcZfuJI1IZIEwiNi8DbUxgULI0v02b7i6MajdUX6/eiimpYEI50aYI0wVkuiFEZsnB4S6c06JNV+iw/6SzgazTHy9Q7uI4SjanEU2yWBVY/KkNui6nwbMVSUitwcqdknpJxkFYoOjLMrIis/cKjvy24c9jzb87GrC09pYRsBqStWICHl2LdzifOnsh+/9UtzKqDe1KPHcz46JslaF5ShNQcBlJrix61n7+389nXZ0b38d+z7fLHb2xN7BekcBYD3rv9yhsfL0DDXVsuvvDIr6s3PqRg2NGZnf5DWNtqxLaqXgqsPT8emfPY5LAOP6f7Prr9+Oaz9nvXdaRSF0mFUqU4elAYk3jCHSMHTe0LzG1PTvvxtQ0FaSWJY+zNjhGqgdmcwt0CS6XWIyQW7O69sTJA/XEVeF2sP+4tDMTNzucI5TxnyhQmW8CQBRRjH5joddtPhSv2V/n1UQzClArCC21hmLff6m/UQv3ZWfbm7cHfOfP9Na2Nq3LmEiZxyim/F9w/3OOetMbdg9zuAJKpD3Z31Plgt5vrHRwMbWpaxXcSU9gOQCQI0iBSGxaM6FjleWetWVqhYVlhDas5DOdPvHdb0vCIT1/cSAWWJR/YthARKf9qBXxzWBxIEatOPCcnKG/nC0sDXZQRnm4+SvmhzLyZCdGn80usNgFSbWo6VrOhoCUFc16IKszTkaMeMTUIPSaJrIZCjvk6QB0TdRgT4VqM9RlgKptUUBwhGXcnZy0c0indaFsFP6bZCBdBjrMgoVi1SddaK+L6qI2F2Y0rR/r+xeVIchu/bWvvFAe0FQNoh4423PdPBqYTJNKKhd/02+mYPn5L7h1N8CPGRrMIelkkmUpFIj4c9xGwtDetJkxLGNSxk+y224f8+M2hgryqxP7BG34+dcc9o8I6glkvWDp846+nz53M0cfyS9VNFWrVwohEpIb9OeuiyqhPcvcd5BnwbdoZ/BcLwxMRnuCT5ONwmRzsGTDY0//rtDNIdDYnJA47qFZcOYZtFnNC4xDVjsLI2r326oVguQvclXYUXi1uaUQC2mmBUVHOHivTTmuMhnCl27Io80san1ZTa3VJXUCULylCq7KaTIzUkvP420ec231lScTjw2b2v/XxKZH9u9+dwV2Rb6HeC8QCjUrLbNh7uFtgsSKOXpPFAv8HNpetWZH1DMI+TPZa0L9jQrencv3Rmh3YmoPmcHqAXMOy4JMRH9rnFivvvyzomQNVmw9WbcEt7iH0HuMxy36Tv1eLiR4kkZjrguapDdsoEynX3VsUm9ywVWNqCJT0A95DGAFiaFWBkgGYEhZrLg10WyzgiDH9LNOk+Yr7QAVrNHSuYlA+1wS8/F3wSj+2K3noxD7qZq2blwKCRukmTTmT32dASEFWxfpvD1MmZw5mQPMKDPeE9gSh5u3vSqss+aAKuX+/e2c76GP7BSFB0+VTuWNn9oWaRlpBVEHKjokMlYuwZmJeKcM50tO8anZrkk3lfH3xewIn8eKg1+U81xJN5ur85+gYAEAwMYuAMd0kGJbER/QEhVgIoYlhsJqgqBDEFDT/7CLsJ+WHtRjzeR1aqrFNhSkepBVmfFWaI+6iobQhlyM1tNY5dE0JpfxwY1tzve6CixAPW7u+td6+Pb6ooDY2vlfyhfZoFcAcEJJlyewvho2OunXRkMgO66FVSooM7koqbn5uhTwEv8dcvqy0/r1XNuOgZFUVTZpgQX93vz5RXq+e2/904kg4GH02fDoIPk0+vjiyL1Skl87snRQQgQQct4b2AX5N5gUvsSxQplyZeuq5pNHY6vFs0mhPkbSkpZHCIJseFI0NwgDKNc3xrt7Yx/LK2X2TAoxJbj5iLh8u8qiinw5bKi1hb03ni6ob1ROCqevNLU/DULXtm31PjHp9yatzFzw3k5BASPWktVfqeLc5MB07KHW3wKquUw3tH1KBiKPYBMfYowDDCtansF0Di+tQX7HfGM8AML7K0DuVLxG8tkGfXlSEXRfj3eaOczGvdiFgEHaWI30mbDGIvO7eHPFc5GfYCOLmKX/Be5WwTYwQ+k+GfGTefa40DwbuEcRDgo7snwO7yt5qNJapTXW7yt8UOzmP8XrUTRAS7zzj1/y7+RxRjGKSgudDe4l3nr6z7I2BrouJ9sTjCGf4vX2k6ssDFZ8InCRjPR+HUgZiMNlb8S7MwP6SpBDpENq8l4BMIX74jdk/frL3y9e2YA/H19sfR8On3p/3zVt/bVp9FGmaoEy9cOcqwg35r1a9v6O2qhmxKyLj/Z//dBHtxSof2LywPwlNqkobZEpRbL/g8bOSaJNZiTEUBgA5xTozawmMSR+E1B1Bb0BaAVOnL7Ok6SUGyp1V5w/SXMT1hT4VqrjLvOmyvU0uiAReKYiT8SNOls/jcmRuoh6XOkSxLLX2dVjiA+ULfaXTnRwF/Ty+yKj/AO7r0NCD5Uv8ZLPtDAzPISSrHQJSdc284tj38+aKBTmZFds2nn/i7jVQ2aAf2WdruSEJbw5sC3rns0UJ/YNoWyjgq7POw4OUZof1FstIrcZklMJRENmb2lrN2WGFYoJvMeh9pcgOy30wboi/VAkZ913amTG+oSN8gpkw7QIA4gkjAW2bQ/sQr4AnTuxAMPQlUd03jBPXCVpVcWZ5vwnxIG6oatKqum1STD4sODwp+KlV96HVinu/pwKLRWOrqNYaNDoDai9mlY7sG4q1TnVH0UXe+TO7BRaiNew8lMaHyxpDWqElYjMh+A7+Y2xiQrAkBD5GhA1gsNe0srwhIsYXeGx5Q6sTBzOgG5MQAqcOZiC5A9zbENGpqqwhPNZ335ZLOG9ae7yyvDFpcChqkREeZw8fpa3RXxfeRxTHsrhP8X3FksMIj/twEHw/1/mUAJrUgxE7aBGAuzDstsDPmRjAUfLxOFjIJJduKzWryrI46bYBOJj4fiMiftj3DMXA6YHAE+cOwEHxLMCSDwimLBiEg0X5t4tcRz6W/wrUqYGS2Cpd4fHaTX+b1TUbjg84TmgGea/pInZMdP+gC+7x7SEejYOJUghih3j/zMQAjnV9iYUhRQQyyu7K5cckwH5AmtUVdykrEBiTkgnDQP7UKzP6DQpd8fa2awosZkMCw5Dv4+eCAAEDLIJn/ZGT7OCQfEtABLPV/LCEj68cw1aeKYFRiAH18tm9V2rLsSP91tC4z5JPBsiUSBGS1ViDeHaGttZ2BwcmXKhqWJ+bAkykszuTJxZe6vUabB++WF020ieYVt2ydPTmz3f1GR7p7KVc89If1wxseXrHRYlcHBjjh+WIjDM53sEelFUvgT8PJ0vFgslDovFCPXop11UhKa5qKKtunDI0JtzfPOZugQWJM328WbdkffC3YfHC3VOOaHl5VyuwkZVgMJ0JCvfUqvXAIzQa9p1GJwRcOJGNCIfg4BfsfubIVew9TrlQ4BfoCpmFMFg4m1tFeAGP2sGjo3EeOrbHm5/V+/+K/9krMMvvsd3l35+q3eIhDJzp+8jPBa/+Z8dzQ3qfs2jw/Yu+Xbf2xMRpCXgIr6aWJvQLQhrwqBif3X9dSjKH9Gj/5hPkj+DY7+70sSy8uQND3PE6z0gt8fZ1tk9vq/b2u0aiu6AQ97jEgOYm7eVz+eM6/BUwX4MAgjKFhpjlkeZI//HO4FuglxFPq8+Hz6Cbqz8aOoXCIXIXWAxJWyb8Yr8xhM9Y31ACrBg69c0LB1eNvhWbW545tZMpsOY9Pa2ysPrJsW/Cjr7w+VmIIU6afP3kz0c2nGppRIpY00yX5RBSj31916ApfZtrVd8982tdeQNUwMgBoS/99gih7/3Z2NrWrNZV1avyy2r9PJSXMkuigjxhXtAZTIRJd7QGW0yP7E4ZNakPptyEALLz6N5UggHMxCPhkoubDFKMUqKW0GBWiJ0E5EwwzLOtrv+H/98VuElX4MKZPLg15OdUwqQYHOaJmR2yeyHY5CdvbcOiIaYR0JWO7Eufd8cQuDV8vWIP4JYWHV7VqJJIBI+9OG3QsPC9266s++kEgrvDkzMy1veBJyZBeGHAtuhtuU2gyc7NF//8/QymLAj5ALH17Buzj1UXQG+CWeomXQEm2/T6ql1FmUj4OsE/PNal8/llEvxr8N6zmRMGRhJ7BTq1XAC8tsD618b6v47+dwX+dwX+dwXsX4FrKL32G/+v9n9X4H9X4H9X4N+8Av8f2gCYHscYoH4AAAAASUVORK5CYII=",
"text/plain": [
"<PIL.Image.Image image mode=RGB size=400x200>"
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"img = my_word_cloud(\"./food/ELRC-479-Polish_Food_2.en-pl.en\")\n",
"img.to_image()"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "38d1be90-0eb9-4e10-9309-3dc82f5ff9e8",
"metadata": {},
"outputs": [
{
"data": {
"image/jpeg": 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",
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",
"text/plain": [
"<PIL.Image.Image image mode=RGB size=400x200>"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"img = my_word_cloud(\"./emplo/ELRC-888-Employment_Services_.en-pl.en\")\n",
"img.to_image()"
]
},
{
"cell_type": "markdown",
"id": "objective-possession",
"metadata": {},
"source": [
"Zastanówmy się nad jeszcze jednym zagadnieniem - jak pogrupować te terminy ze względu na dziedzinę? Zagadnienie to nosi nazwę klasyfikacji tematycznej. A dzięki pewnemu XIX-wiecznemu niemieckiemu matematykowi możliwe jest przeprowadzenie tego procesu automatycznie. Matematyk ten nosił nazwisko Peter Gustav Lejeune Dirichlet, a metoda klasyfikacji nazywa się LDA (**L**atent **D**irichlet **A**llocation)."
]
},
{
"cell_type": "markdown",
"id": "intellectual-gothic",
"metadata": {},
"source": [
"### Ćwiczenie 5: Wykonaj tutorial dostępny pod https://towardsdatascience.com/end-to-end-topic-modeling-in-python-latent-dirichlet-allocation-lda-35ce4ed6b3e0. Wklej do notatnika wyniki."
]
}
],
"metadata": {
"author": "Rafał Jaworski",
"email": "rjawor@amu.edu.pl",
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"lang": "pl",
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.2"
},
"subtitle": "4,5. Klasyfikacja tematyczna (terminologii ciąg dalszy)",
"title": "Komputerowe wspomaganie tłumaczenia",
"year": "2021"
},
"nbformat": 4,
"nbformat_minor": 5
}