diff --git a/cheese.ipynb b/cheese.ipynb index 4454429..93cf45c 100644 --- a/cheese.ipynb +++ b/cheese.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "7f4f2b89-8257-468c-9f5e-a77e11b8b8ff", "metadata": {}, "outputs": [], @@ -23,19 +23,20 @@ "from matplotlib import colors\n", "import matplotlib.pyplot as plt\n", "import plotly.express as px\n", + "import tqdm.notebook as tqdm\n", + "from IPython.display import display, HTML\n", + "\n", "from geopy.geocoders import Nominatim\n", "\n", - "import tqdm.notebook as tqdm\n", "\n", "import pandas as pd\n", - "from IPython.display import display, HTML\n", - "from mlxtend.preprocessing import TransactionEncoder\n", + "\n", "from mlxtend.frequent_patterns import apriori, association_rules\n", "\n", "from sklearn import tree\n", "from sklearn.model_selection import train_test_split\n", "from sklearn.preprocessing import LabelEncoder\n", - "from sklearn.linear_model import LinearRegression, Ridge, LogisticRegression, Lasso, ElasticNet, Lars" + "from sklearn.linear_model import LinearRegression, Ridge, Lasso, ElasticNet" ] }, { @@ -43,392 +44,15 @@ "id": "ceb71784-b0bf-4015-b8e6-78007c368e49", "metadata": {}, "source": [ - "We use the following dataset from Kaggle: [Cheese: 248 different types of cheese with various characteristics](https://www.kaggle.com/datasets/joebeachcapital/cheese). " + "For this project, we chose to study cheeses. We retrieved a [dataset from Kaggle](https://www.kaggle.com/datasets/joebeachcapital/cheese) that gives several characteristics for more than $1000$ cheeses. We have information about the origin, the milk, types, texture, rind, flavor, etc. of these cheeses. " ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "id": "1a0afba8-692b-4377-a2ce-5114983e3bbb", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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cheeseurlmilkcountryregionfamilytypefat_contentcalcium_contenttexturerindcolorflavoraromavegetarianvegansynonymsalt_spellingsproducers
0Aarewasserhttps://www.cheese.com/aarewasser/cowSwitzerlandNaNNaNsemi-softNaNNaNbutterywashedyellowsweetbutteryFalseFalseNaNNaNJumi
1Abbaye de Bellochttps://www.cheese.com/abbaye-de-belloc/sheepFrancePays BasqueNaNsemi-hard, artisanNaNNaNcreamy, dense, firmnaturalyellowburnt caramellanolineTrueFalseAbbaye Notre-Dame de BellocNaNNaN
2Abbaye de Belvalhttps://www.cheese.com/abbaye-de-belval/cowFranceNaNNaNsemi-hard40-46%NaNelasticwashedivoryNaNaromaticFalseFalseNaNNaNNaN
3Abbaye de Citeauxhttps://www.cheese.com/abbaye-de-citeaux/cowFranceBurgundyNaNsemi-soft, artisan, brinedNaNNaNcreamy, dense, smoothwashedwhiteacidic, milky, smoothbarnyardy, earthyFalseFalseNaNNaNNaN
4Abbaye de Tamiéhttps://www.cheese.com/tamie/cowFranceSavoieNaNsoft, artisanNaNNaNcreamy, open, smoothwashedwhitefruity, nuttyperfumed, pungentFalseFalseNaNTamié, Trappiste de Tamie, Abbey of TamieNaN
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1182Sveciaosthttps://www.cheese.com/sveciaost/cowSwedenLow-laying regionsNaNsemi-hard, brined45%NaNcreamy, supplerindlesspale yellowacidicNaNFalseFalseNaNNaNNaN
1183Swaghttps://www.cheese.com/swag/goatAustraliaSouth AustraliaNaNfresh firm, artisanNaNNaNcreamy, crumblyash coatedwhiteacidic, creamyfreshTrueFalseNaNNaNWoodside Cheese Wrights
1184Swaledalehttps://www.cheese.com/swaledale/sheepEnglandSwaledale, North YorkshireNaNhardNaNNaNsemi firmNaNyellowsmooth, sweetfloralTrueFalseSwaledale Sheep CheeseNaNNaN
1185Sweet Style Swisshttps://www.cheese.com/sweet-style-swiss/NaNSwitzerlandNaNNaNsemi-hard, artisanNaNNaNfirm, supplewaxedNaNnuttynutty, sweetFalseFalseNaNNaNNaN
1186Swiss cheesehttps://www.cheese.com/swiss/cowUnited StatesNaNSwiss Cheesehard, artisan, processed7.8 g/100gNaNfirmrindlesspale yellownutty, sweetNaNTrueFalseAmerican Swiss CheeseNaNVarious
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1187 rows × 19 columns

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" - ], - "text/plain": [ - " cheese url milk \\\n", - "0 Aarewasser https://www.cheese.com/aarewasser/ cow \n", - "1 Abbaye de Belloc https://www.cheese.com/abbaye-de-belloc/ sheep \n", - "2 Abbaye de Belval https://www.cheese.com/abbaye-de-belval/ cow \n", - "3 Abbaye de Citeaux https://www.cheese.com/abbaye-de-citeaux/ cow \n", - "4 Abbaye de Tamié https://www.cheese.com/tamie/ cow \n", - "... ... ... ... \n", - "1182 Sveciaost https://www.cheese.com/sveciaost/ cow \n", - "1183 Swag https://www.cheese.com/swag/ goat \n", - "1184 Swaledale https://www.cheese.com/swaledale/ sheep \n", - "1185 Sweet Style Swiss https://www.cheese.com/sweet-style-swiss/ NaN \n", - "1186 Swiss cheese https://www.cheese.com/swiss/ cow \n", - "\n", - " country region family \\\n", - "0 Switzerland NaN NaN \n", - "1 France Pays Basque NaN \n", - "2 France NaN NaN \n", - "3 France Burgundy NaN \n", - "4 France Savoie NaN \n", - "... ... ... ... \n", - "1182 Sweden Low-laying regions NaN \n", - "1183 Australia South Australia NaN \n", - "1184 England Swaledale, North Yorkshire NaN \n", - "1185 Switzerland NaN NaN \n", - "1186 United States NaN Swiss Cheese \n", - "\n", - " type fat_content calcium_content \\\n", - "0 semi-soft NaN NaN \n", - "1 semi-hard, artisan NaN NaN \n", - "2 semi-hard 40-46% NaN \n", - "3 semi-soft, artisan, brined NaN NaN \n", - "4 soft, artisan NaN NaN \n", - "... ... ... ... \n", - "1182 semi-hard, brined 45% NaN \n", - "1183 fresh firm, artisan NaN NaN \n", - "1184 hard NaN NaN \n", - "1185 semi-hard, artisan NaN NaN \n", - "1186 hard, artisan, processed 7.8 g/100g NaN \n", - "\n", - " texture rind color flavor \\\n", - "0 buttery washed yellow sweet \n", - "1 creamy, dense, firm natural yellow burnt caramel \n", - "2 elastic washed ivory NaN \n", - "3 creamy, dense, smooth washed white acidic, milky, smooth \n", - "4 creamy, open, smooth washed white fruity, nutty \n", - "... ... ... ... ... \n", - "1182 creamy, supple rindless pale yellow acidic \n", - "1183 creamy, crumbly ash coated white acidic, creamy \n", - "1184 semi firm NaN yellow smooth, sweet \n", - "1185 firm, supple waxed NaN nutty \n", - "1186 firm rindless pale yellow nutty, sweet \n", - "\n", - " aroma vegetarian vegan synonyms \\\n", - "0 buttery False False NaN \n", - "1 lanoline True False Abbaye Notre-Dame de Belloc \n", - "2 aromatic False False NaN \n", - "3 barnyardy, earthy False False NaN \n", - "4 perfumed, pungent False False NaN \n", - "... ... ... ... ... \n", - "1182 NaN False False NaN \n", - "1183 fresh True False NaN \n", - "1184 floral True False Swaledale Sheep Cheese \n", - "1185 nutty, sweet False False NaN \n", - "1186 NaN True False American Swiss Cheese \n", - "\n", - " alt_spellings producers \n", - "0 NaN Jumi \n", - "1 NaN NaN \n", - "2 NaN NaN \n", - "3 NaN NaN \n", - "4 Tamié, Trappiste de Tamie, Abbey of Tamie NaN \n", - "... ... ... \n", - "1182 NaN NaN \n", - "1183 NaN Woodside Cheese Wrights \n", - "1184 NaN NaN \n", - "1185 NaN NaN \n", - "1186 NaN Various \n", - "\n", - "[1187 rows x 19 columns]" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "data = pd.read_csv(\"cheeses.csv\")\n", "data" @@ -442,21 +66,25 @@ "## I. Cleaning and pre-processing" ] }, + { + "cell_type": "markdown", + "id": "44e3c761-c985-451b-9a02-22f37918b5a9", + "metadata": {}, + "source": [ + "We achieved several tasks during cleaning and preprocessing: \n", + "- Dropping some rows that did not have enough data\n", + "- Dropping some columns that had too much ```NaN``` values (eg. ```fat_content```)\n", + "- Convert locations (given as region and country name) to GPS coordinates to use them in linear regression\n", + "- Same for cheese colors: we converted them to RGB. \n", + "- Some characteristics of cheeses were given as lists of adjectives, we chose to put them as booleans into separate columns to ease the processing. \n" + ] + }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "a0a77563-518e-4808-b744-9fc0c76763fe", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1162\n", - "939\n" - ] - } - ], + "outputs": [], "source": [ "print(len(data[pd.isnull(data[\"calcium_content\"])]))\n", "print(len(data[pd.isnull(data[\"fat_content\"])]))" @@ -467,303 +95,33 @@ "id": "4590cffd-d4a9-4e15-8fd5-cbb22f048300", "metadata": {}, "source": [ - "Since those two columns have too much null data, we choose to remove them. \n", + "Since those two columns have too much null values, we choose to remove them. \n", "Similarly, we removed other columns we are not interested in: " ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "id": "c8489ffa-1067-4eb7-b65a-2fa18fdb4b04", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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cheesemilkcountryregionfamilytypetexturerindcolorflavoraromavegetarianvegan
0AarewassercowSwitzerlandNaNNaNsemi-softbutterywashedyellowsweetbutteryFalseFalse
1Abbaye de BellocsheepFrancePays BasqueNaNsemi-hard, artisancreamy, dense, firmnaturalyellowburnt caramellanolineTrueFalse
2Abbaye de BelvalcowFranceNaNNaNsemi-hardelasticwashedivoryNaNaromaticFalseFalse
3Abbaye de CiteauxcowFranceBurgundyNaNsemi-soft, artisan, brinedcreamy, dense, smoothwashedwhiteacidic, milky, smoothbarnyardy, earthyFalseFalse
4Abbaye de TamiécowFranceSavoieNaNsoft, artisancreamy, open, smoothwashedwhitefruity, nuttyperfumed, pungentFalseFalse
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1182SveciaostcowSwedenLow-laying regionsNaNsemi-hard, brinedcreamy, supplerindlesspale yellowacidicNaNFalseFalse
1183SwaggoatAustraliaSouth AustraliaNaNfresh firm, artisancreamy, crumblyash coatedwhiteacidic, creamyfreshTrueFalse
1184SwaledalesheepEnglandSwaledale, North YorkshireNaNhardsemi firmNaNyellowsmooth, sweetfloralTrueFalse
1185Sweet Style SwissNaNSwitzerlandNaNNaNsemi-hard, artisanfirm, supplewaxedNaNnuttynutty, sweetFalseFalse
1186Swiss cheesecowUnited StatesNaNSwiss Cheesehard, artisan, processedfirmrindlesspale yellownutty, sweetNaNTrueFalse
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1187 rows × 13 columns

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" - ], - "text/plain": [ - " cheese milk country region \\\n", - "0 Aarewasser cow Switzerland NaN \n", - "1 Abbaye de Belloc sheep France Pays Basque \n", - "2 Abbaye de Belval cow France NaN \n", - "3 Abbaye de Citeaux cow France Burgundy \n", - "4 Abbaye de Tamié cow France Savoie \n", - "... ... ... ... ... \n", - "1182 Sveciaost cow Sweden Low-laying regions \n", - "1183 Swag goat Australia South Australia \n", - "1184 Swaledale sheep England Swaledale, North Yorkshire \n", - "1185 Sweet Style Swiss NaN Switzerland NaN \n", - "1186 Swiss cheese cow United States NaN \n", - "\n", - " family type texture \\\n", - "0 NaN semi-soft buttery \n", - "1 NaN semi-hard, artisan creamy, dense, firm \n", - "2 NaN semi-hard elastic \n", - "3 NaN semi-soft, artisan, brined creamy, dense, smooth \n", - "4 NaN soft, artisan creamy, open, smooth \n", - "... ... ... ... \n", - "1182 NaN semi-hard, brined creamy, supple \n", - "1183 NaN fresh firm, artisan creamy, crumbly \n", - "1184 NaN hard semi firm \n", - "1185 NaN semi-hard, artisan firm, supple \n", - "1186 Swiss Cheese hard, artisan, processed firm \n", - "\n", - " rind color flavor aroma \\\n", - "0 washed yellow sweet buttery \n", - "1 natural yellow burnt caramel lanoline \n", - "2 washed ivory NaN aromatic \n", - "3 washed white acidic, milky, smooth barnyardy, earthy \n", - "4 washed white fruity, nutty perfumed, pungent \n", - "... ... ... ... ... \n", - "1182 rindless pale yellow acidic NaN \n", - "1183 ash coated white acidic, creamy fresh \n", - "1184 NaN yellow smooth, sweet floral \n", - "1185 waxed NaN nutty nutty, sweet \n", - "1186 rindless pale yellow nutty, sweet NaN \n", - "\n", - " vegetarian vegan \n", - "0 False False \n", - "1 True False \n", - "2 False False \n", - "3 False False \n", - "4 False False \n", - "... ... ... \n", - "1182 False False \n", - "1183 True False \n", - "1184 True False \n", - "1185 False False \n", - "1186 True False \n", - "\n", - "[1187 rows x 13 columns]" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "unused_columns = [\"alt_spellings\", \"producers\", \"calcium_content\", \"url\", \"fat_content\", \"synonyms\"]\n", + "unused_columns = [ \"fat_content\", \"calcium_content\", \"alt_spellings\", \"producers\", \"url\", \"synonyms\"]\n", "for col in unused_columns:\n", " if col in data.columns:\n", " del data[col]\n", "data" ] }, + { + "cell_type": "markdown", + "id": "d42869b5-a4ea-4cd6-bd0e-1532af90f2da", + "metadata": {}, + "source": [ + "### Converting the locations to GPS coordinates\n", + "\n" + ] + }, { "cell_type": "markdown", "id": "74044e9b-6ce4-420f-b1ad-492a4362ffb4", @@ -774,381 +132,10 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": null, "id": "633ed80e-e416-41f6-ae58-b86ce4c132af", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1140 rows remaining\n" - ] - }, - { - "data": { - "text/html": [ - "
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cheesemilkcountryregionfamilytypetexturerindcolorflavoraromavegetarianveganlocationlatitudelongitudecolor_rcolor_gcolor_b
0AarewassercowSwitzerlandNaNsemi-softbutterywashedyellowsweetbutteryFalseFalse, Switzerland46.7985628.2319740.9215690.8470590.545098
1Abbaye de BellocsheepFrancePays BasqueNaNsemi-hard, artisancreamy, dense, firmnaturalyellowburnt caramellanolineTrueFalsePays Basque, France47.6867907.3927630.9215690.8470590.545098
2Abbaye de BelvalcowFranceNaNsemi-hardelasticwashedivoryNaNaromaticFalseFalse, France46.6033541.8883340.9098040.7843140.568627
3Abbaye de CiteauxcowFranceBurgundyNaNsemi-soft, artisan, brinedcreamy, dense, smoothwashedwhiteacidic, milky, smoothbarnyardy, earthyFalseFalseBurgundy, France47.2780874.2224860.9725490.9725490.972549
4Abbaye de TamiécowFranceSavoieNaNsoft, artisancreamy, open, smoothwashedwhitefruity, nuttyperfumed, pungentFalseFalseSavoie, France45.4948956.3846600.9725490.9725490.972549
............................................................
1182SveciaostcowSwedenLow-laying regionsNaNsemi-hard, brinedcreamy, supplerindlesspale yellowacidicNaNFalseFalseLow-laying regions, Sweden59.67497114.5208580.9529410.8431370.694118
1183SwaggoatAustraliaSouth AustraliaNaNfresh firm, artisancreamy, crumblyash coatedwhiteacidic, creamyfreshTrueFalseSouth Australia, Australia-30.534367135.6301210.9725490.9725490.972549
1184SwaledalesheepEnglandSwaledale, North YorkshireNaNhardsemi firmNaNyellowsmooth, sweetfloralTrueFalseSwaledale, North Yorkshire, England54.382993-1.9841360.9215690.8470590.545098
1185Sweet Style SwissNaNSwitzerlandNaNsemi-hard, artisanfirm, supplewaxedNaNnuttynutty, sweetFalseFalse, Switzerland46.7985628.2319740.0000000.0000000.000000
1186Swiss cheesecowUnited StatesSwiss Cheesehard, artisan, processedfirmrindlesspale yellownutty, sweetNaNTrueFalse, United States39.783730-100.4458820.9529410.8431370.694118
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1140 rows × 19 columns

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cheesemilkcountryregionfamilytypetexturerindcolorflavoraromavegetarianvegan
0AarewassercowSwitzerlandNaNsemi-softbutterywashedyellowsweetbutteryFalseFalse
1Abbaye de BellocsheepFrancePays BasqueNaNsemi-hard, artisancreamy, dense, firmnaturalyellowburnt caramellanolineTrueFalse
2Abbaye de BelvalcowFranceNaNsemi-hardelasticwashedivoryNaNaromaticFalseFalse
3Abbaye de CiteauxcowFranceBurgundyNaNsemi-soft, artisan, brinedcreamy, dense, smoothwashedwhiteacidic, milky, smoothbarnyardy, earthyFalseFalse
4Abbaye de TamiécowFranceSavoieNaNsoft, artisancreamy, open, smoothwashedwhitefruity, nuttyperfumed, pungentFalseFalse
..........................................
1182SveciaostcowSwedenLow-laying regionsNaNsemi-hard, brinedcreamy, supplerindlesspale yellowacidicNaNFalseFalse
1183SwaggoatAustraliaSouth AustraliaNaNfresh firm, artisancreamy, crumblyash coatedwhiteacidic, creamyfreshTrueFalse
1184SwaledalesheepEnglandSwaledale, North YorkshireNaNhardsemi firmNaNyellowsmooth, sweetfloralTrueFalse
1185Sweet Style SwissNaNSwitzerlandNaNsemi-hard, artisanfirm, supplewaxedNaNnuttynutty, sweetFalseFalse
1186Swiss cheesecowUnited StatesSwiss Cheesehard, artisan, processedfirmrindlesspale yellownutty, sweetNaNTrueFalse
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1140 rows × 13 columns

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" - ], - "text/plain": [ - " cheese milk country region \\\n", - "0 Aarewasser cow Switzerland \n", - "1 Abbaye de Belloc sheep France Pays Basque \n", - "2 Abbaye de Belval cow France \n", - "3 Abbaye de Citeaux cow France Burgundy \n", - "4 Abbaye de Tamié cow France Savoie \n", - "... ... ... ... ... \n", - "1182 Sveciaost cow Sweden Low-laying regions \n", - "1183 Swag goat Australia South Australia \n", - "1184 Swaledale sheep England Swaledale, North Yorkshire \n", - "1185 Sweet Style Swiss NaN Switzerland \n", - "1186 Swiss cheese cow United States \n", - "\n", - " family type texture \\\n", - "0 NaN semi-soft buttery \n", - "1 NaN semi-hard, artisan creamy, dense, firm \n", - "2 NaN semi-hard elastic \n", - "3 NaN semi-soft, artisan, brined creamy, dense, smooth \n", - "4 NaN soft, artisan creamy, open, smooth \n", - "... ... ... ... \n", - "1182 NaN semi-hard, brined creamy, supple \n", - "1183 NaN fresh firm, artisan creamy, crumbly \n", - "1184 NaN hard semi firm \n", - "1185 NaN semi-hard, artisan firm, supple \n", - "1186 Swiss Cheese hard, artisan, processed firm \n", - "\n", - " rind color flavor aroma \\\n", - "0 washed yellow sweet buttery \n", - "1 natural yellow burnt caramel lanoline \n", - "2 washed ivory NaN aromatic \n", - "3 washed white acidic, milky, smooth barnyardy, earthy \n", - "4 washed white fruity, nutty perfumed, pungent \n", - "... ... ... ... ... \n", - "1182 rindless pale yellow acidic NaN \n", - "1183 ash coated white acidic, creamy fresh \n", - "1184 NaN yellow smooth, sweet floral \n", - "1185 waxed NaN nutty nutty, sweet \n", - "1186 rindless pale yellow nutty, sweet NaN \n", - "\n", - " vegetarian vegan \n", - "0 False False \n", - "1 True False \n", - "2 False False \n", - "3 False False \n", - "4 False False \n", - "... ... ... \n", - "1182 False False \n", - "1183 True False \n", - "1184 True False \n", - "1185 False False \n", - "1186 True False \n", - "\n", - "[1140 rows x 13 columns]" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "data=data.drop(index=data[data[\"country\"].str.contains(\",\")].index)\n", "data=data.drop(index=data[data[\"country\"].str.contains(\" and \")].index)\n", @@ -1487,7 +195,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "id": "59c4e6e7-d624-45a5-a9ea-eb375102b771", "metadata": {}, "outputs": [], @@ -1497,17 +205,15 @@ }, { "cell_type": "markdown", - "id": "d42869b5-a4ea-4cd6-bd0e-1532af90f2da", + "id": "d52eb9d7-7ce9-4ddb-81f8-b251c9754b87", "metadata": {}, "source": [ - "### Converting the locations to GPS coordinates\n", - "\n", "In order to have more numeric data to apply a classification algorithm, we transform the location to GPS coordinates and the color to RGB. " ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "id": "debb780e-ec13-4502-ac44-6001335e507d", "metadata": {}, "outputs": [], @@ -1518,6 +224,8 @@ " try:\n", " res=Nominatim(user_agent=\"dmProject\").geocode(loc) \n", " return (res.latitude, res.longitude)\n", + " # In the real world, we would have used a real (non-free) API to compute all this. \n", + " # This one is free and does not give so bad results. \n", " except AttributeError:\n", " loc=l[-1]\n", " res=Nominatim(user_agent=\"dmProject\").geocode(loc) \n", @@ -1530,7 +238,7 @@ " return json.load(f)\n", " locations_to_gps = {}\n", " for loc in tqdm.tqdm(locs):\n", - " time.sleep(1) # We don't want to overload the Nominatim server which will stop responding\n", + " time.sleep(1) # We don't want to overload the Nominatim server which will stop responding\n", " try:\n", " locations_to_gps[loc] = str_to_gps(loc)\n", " print(loc, locations_to_gps[loc])\n", @@ -1544,7 +252,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "id": "204d1446-e58f-4585-8ac0-7466930e4291", "metadata": {}, "outputs": [], @@ -1561,13549 +269,10 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "id": "d41b1dc8-90df-44b8-9d83-d218f82a3637", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/mnt/crypted/nobackup/.virtualenvs/sciences/lib/python3.12/site-packages/_plotly_utils/basevalidators.py:2596: DeprecationWarning:\n", - "\n", - "*scattermapbox* is deprecated! Use *scattermap* instead. Learn more at: https://plotly.com/python/mapbox-to-maplibre/\n", - "\n" - ] - }, - { - "data": { - "text/html": [ - " \n", - " \n", - " " - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.plotly.v1+json": { - "config": { - "plotlyServerURL": "https://plot.ly" - }, - "data": [ - { - "customdata": [ - [ - "Aarewasser" - ], - [ - "Abbaye de Belval" - ], - [ - "Abbaye de Citeaux" - ], - [ - "Abbaye de Tamié" - ], - [ - "Abbaye de Timadeuc" - ], - [ - "Abbaye du Mont des Cats" - ], - [ - "Abbot’s Gold" - ], - [ - "Abondance" - ], - [ - "Adelost" - ], - [ - "ADL Brick Cheese" - ], - [ - "ADL Mild Cheddar" - ], - [ - "Affidelice au Chablis" - ], - [ - "Affineur Walo Rotwein Sennechäs" - ], - [ - "Afuega'l Pitu" - ], - [ - "Aged British Cheddar" - ], - [ - "Aged Cheddar" - ], - [ - "Aggiano" - ], - [ - "Airedale" - ], - [ - "Aisy Cendre" - ], - [ - "Alex James Co. No 1 Cheddar" - ], - [ - "Alex James Co. No 2 Blue Monday" - ], - [ - "Alex James Co. No 3 Valley Brie" - ], - [ - "Alex James Co. No 5 Grunge" - ], - [ - "Alisia-Victoria" - ], - [ - "Allgauer Emmentaler" - ], - [ - "Alma Vorarlberger Alpkäse (3-5 months)" - ], - [ - "Alma Vorarlberger Alpkäse (6-9 months)" - ], - [ - "Alma Vorarlberger Bergkäse (10 months)" - ], - [ - "Alma Vorarlberger Bergkäse (12 months)" - ], - [ - "Alma Vorarlberger Bergkäse (6 months)" - ], - [ - "Almnäs Tegel" - ], - [ - "Alpe di Frabosa" - ], - [ - "Alpha Tolman" - ], - [ - "Alpine Gold" - ], - [ - "Alpkäse" - ], - [ - "Alps Rebel" - ], - [ - "Alta Badia" - ], - [ - "Amablu Blue cheese" - ], - [ - "Ameribella" - ], - [ - "American Cheese" - ], - [ - "Ami du Chambertin" - ], - [ - "Amish Frolic" - ], - [ - "Amul Cheese Spread" - ], - [ - "Amul Emmental" - ], - [ - "Amul Gouda" - ], - [ - "Amul Pizza Mozzarella Cheese" - ], - [ - "Anniversary Ale Cheddar" - ], - [ - "Anster" - ], - [ - "Appalachian" - ], - [ - "Appenzeller" - ], - [ - "Apple Walnut Smoked" - ], - [ - "Appleby's Double Gloucester" - ], - [ - "Applewood" - ], - [ - "Ardrahan" - 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"Blarney Castle" - ], - [ - "Bleu Bénédictin" - ], - [ - "Bleu d'Auvergne" - ], - [ - "Bleu de Laqueuille" - ], - [ - "Bleu Des Causses" - ], - [ - "Bleu L'Ermite" - ], - [ - "Bleu Mont Dairy Bandaged Cheddar" - ], - [ - "Bleubry" - ], - [ - "Blu '61" - ], - [ - "Blue Castello" - ], - [ - "Blue Clouds" - ], - [ - "Blue Earth" - ], - [ - "Blue Vein (Australian)" - ], - [ - "Blue Wensleydale" - ], - [ - "Blue Yonder" - ], - [ - "Bluebell" - ], - [ - "Blythedale Camembert Vermont™" - ], - [ - "Boeren-Leidse met sleutels" - ], - [ - "Boivin Extra Aged Cheddar" - ], - [ - "Boivin Marbled Cheddar" - ], - [ - "Boivin Medium Cheddar" - ], - [ - "Bonchester" - ], - [ - "Bonifaz" - ], - [ - "Boo Boo Baby Swiss" - ], - [ - "Bothwell Black Truffle Cheddar" - ], - [ - "Boulette d'Avesnes" - ], - [ - "Bouncing Berry" - ], - [ - "Boursault" - ], - [ - "Boursin" - ], - [ - "Bouyssou" - ], - [ - "Bra Duro DOP" - ], - [ - "Braudostur" - ], - [ - "Breakfast Cheese" - ], - [ - "Bresse Bleu" - ], - [ - "Brewer's Gold" - ], - [ - "Brick" - ], - [ - "Bridgewater" - ], - [ - "Brie" - ], - [ - "Brie au poivre (Brie with pepper)" - ], - [ - "Brie Coco" - ], - [ - "Brie d'Alexis" - ], - [ - "Brie de Meaux" - ], - [ - "Brie de Melun" - ], - [ - "Brie de Portneuf" - ], - [ - "Brie de Portneuf Double Cream" - ], - [ - "Brillat-Savarin" - ], - [ - "Brillo di Treviso" - ], - [ - "Brimstone" - ], - [ - "Brin" - ], - [ - "Briscola" - ], - [ - "Brise du Matin" - ], - [ - "Bruder Basil" - ], - [ - "Brusselae Kaas (Fromage de Bruxelles)" - ], - [ - "Brutal Blue" - ], - [ - "Burwash Rose" - ], - [ - "Burwood Bole" - ], - [ - "Butte" - ], - [ - "Buttermilk Blue" - ], - [ - "Buttermilk Blue Affinee" - ], - [ - "Buttermilk Gorgonzola" - ], - [ - "Butternut" - ], - [ - "Buxton Blue" - ], - [ - "Caboc" - ], - [ - "Cabot Clothbound" - ], - [ - "Cabrales" - ], - [ - "Caciobarricato" - ], - [ - "Caciobirraio" - ], - [ - "Caciocavallo" - ], - [ - "Caciocavallo Podolico Vetus" - ], - [ - "Cacow Belle" - ], - [ - "Caerphilly" - 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], - [ - "Comox Camembert" - ], - [ - "Comte" - ], - [ - "Comte 12 months" - ], - [ - "Comte 18 months" - ], - [ - "Comtomme" - ], - [ - "Conciato Al Pepe" - ], - [ - "Condio" - ], - [ - "Connemara" - ], - [ - "Coolattin Cheddar" - ], - [ - "Coolea" - ], - [ - "Cooleney" - ], - [ - "Coquetdale" - ], - [ - "Cornish Blue" - ], - [ - "Cornish Brie" - ], - [ - "Cornish Crumbly" - ], - [ - "Cornish Pepper" - ], - [ - "Cornish Smuggler" - ], - [ - "Cornish Wild Garlic Yarg" - ], - [ - "Cornish Yarg" - ], - [ - "Cote Hill Blue" - ], - [ - "Cotherstone" - ], - [ - "Cotija Cheese" - ], - [ - "Cotswold" - ], - [ - "Cottage Cheese (Australian)" - ], - [ - "Cougar Gold" - ], - [ - "Coulommiers" - ], - [ - "Country Morning" - ], - [ - "Coverdale" - ], - [ - "Cow's Milk Gouda" - ], - [ - "Cranborne" - ], - [ - "Cravero Parmigiano Reggiano" - ], - [ - "Crayeux de Roncq" - ], - [ - "Cream Cheese" - ], - [ - "Cream Havarti" - ], - [ - "Creamy Gouda" - ], - [ - "Creamy Lancashire" - ], - [ - "Cremig Extra Würzig, Bergkäse Aus Dem Schweizer Jura" - ], - [ - "Crescenza-Stracchino" - ], - [ - "Criffel" - ], - [ - "Criollo Cheese" - ], - [ - "Crowdie" - ], - [ - "Crowley" - ], - [ - "Crucolo" - ], - [ - "Crumbly Lancashire" - ], - [ - "CréMonté" - ], - [ - "Cup Cheese" - ], - [ - "Cure Nantais" - ], - [ - "Curworthy" - ], - [ - "L'Affine Au Chablis" - ], - [ - "L'Amuse Brabander Goat Gouda" - ], - [ - "L'Amuse Signature Gouda" - ], - [ - "L'Aveyronnais" - ], - [ - "L'Ecir de l'Aubrac" - ], - [ - "L'Étivaz" - ], - [ - "La Bonaparte" - ], - [ - "La Casatella" - ], - [ - "La Fleurie" - ], - [ - "La Peral" - ], - [ - "La Rumeur" - ], - [ - "La Sauvagine" - ], - [ - "La Sauvagine Réserve" - ], - [ - "La Vache Qui Rit cheese" - ], - [ - "Labneh" - ], - [ - "Lacy Swiss" - ], - [ - "Lady Jane" - ], - [ - "Laganory" - ], - [ - "Laguiole" - ], - [ - "Lajta" - ], - [ - "Lake District Extra Mature Cheddar" - ], - [ - "Lake District Mature Cheddar" - ], - [ - "Lancashire Smoked" - ], - [ - "Landaff" - ], - [ - "Langres" - ], - [ - "Lappi" - ], - 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latitude=%{lat}
longitude=%{lon}
cheese=%{customdata[0]}", - "hovertext": [ - "Aarewasser", - "Abbaye de Belval", - "Abbaye de Citeaux", - "Abbaye de Tamié", - "Abbaye de Timadeuc", - "Abbaye du Mont des Cats", - "Abbot’s Gold", - "Abondance", - "Adelost", - "ADL Brick Cheese", - "ADL Mild Cheddar", - "Affidelice au Chablis", - "Affineur Walo Rotwein Sennechäs", - "Afuega'l Pitu", - "Aged British Cheddar", - "Aged Cheddar", - "Aggiano", - "Airedale", - "Aisy Cendre", - "Alex James Co. No 1 Cheddar", - "Alex James Co. No 2 Blue Monday", - "Alex James Co. No 3 Valley Brie", - "Alex James Co. No 5 Grunge", - "Alisia-Victoria", - "Allgauer Emmentaler", - "Alma Vorarlberger Alpkäse (3-5 months)", - "Alma Vorarlberger Alpkäse (6-9 months)", - "Alma Vorarlberger Bergkäse (10 months)", - "Alma Vorarlberger Bergkäse (12 months)", - "Alma Vorarlberger Bergkäse (6 months)", - "Almnäs Tegel", - "Alpe di Frabosa", - "Alpha Tolman", - "Alpine Gold", - "Alpkäse", - "Alps Rebel", - "Alta Badia", - "Amablu Blue cheese", - "Ameribella", - "American Cheese", - "Ami du Chambertin", - "Amish Frolic", - "Amul Cheese Spread", - "Amul Emmental", - "Amul Gouda", - "Amul Pizza Mozzarella Cheese", - "Anniversary Ale Cheddar", - "Anster", - "Appalachian", - "Appenzeller", - "Apple Walnut Smoked", - "Appleby's Double Gloucester", - "Applewood", - "Ardrahan", - "Arådalen", - "Ascutney Mountain", - "Asher Blue", - "Ashley", - "Asiago DOP", - "Asiago d’Allevo DOP", - "Asiago Pressato DOP", - "Auld Lochnagar", - "Auld Reekie", - "Aura", - "Austrian Alps cheese", - "Avaxtskyr", - "Avonlea Clothbound Cheddar", - "Baby Brie", - "Baby Swiss", - "Babybel", - "Baguette Laonnaise", - "Baita Friuli", - "Balaton", - "Baluchon", - "Bandal", - "Barambah Organics Marinated Feta", - "Barber's 1833", - "Barberey", - "Barden Blue", - "Barely Buzzed", - "Barlocco", - "Baron Bigod", - "Baron Bigod Baby Truffle", - "Barricato al Pepe", - "Barry's Bay Cheddar", - "Basils Original Rauchkäse", - "Basket Cheese", - "Bassigny au porto", - "Bath Blue", - "Bath Soft Cheese", - "Bath Soft Cheese Truffled", - "Bavaria blu", - "Bavarian Bergkase", - "Bayley Hazen Blue", - "Baylough", - "Beach Box Brie", - "Beaufort", - "Beaumont", - "Beauvale", - "Beauvoorde", - "Beehive Fresh", - "Beemster Aged", - "Beemster Classic", - "Beemster Extra Aged (XO)", - "Beemster Graskaas", - "Bega Processed Cheddar", - "Bel Ceillo", - "Bel Paese", - "Bella Lodi", - "Belle Creme", - "Belletoile", - "Bellwether Farms Crescenza", - "Bent River", - "Bergader", - "Bergues", - "Bermondsey Hard Pressed", - "Bethmale des Pyrenees", - "Bianco", - "Bierkase", - "Big John's Cajun", - "Big Rock Blue", - "Binnorie Marinated Fetta", - "Bishop Kennedy", - "Bix", - "Black Bomber Cheddar", - "Blacksticks Blue", - "Blaenafon Pwll Ddu", - "Blarney Castle", - "Bleu Bénédictin", - "Bleu d'Auvergne", - "Bleu de Laqueuille", - "Bleu Des Causses", - "Bleu L'Ermite", - "Bleu Mont Dairy Bandaged Cheddar", - "Bleubry", - "Blu '61", - "Blue Castello", - "Blue Clouds", - "Blue Earth", - "Blue Vein (Australian)", - "Blue Wensleydale", - "Blue Yonder", - "Bluebell", - "Blythedale Camembert Vermont™", - "Boeren-Leidse met sleutels", - "Boivin Extra Aged Cheddar", - "Boivin Marbled Cheddar", - "Boivin Medium Cheddar", - "Bonchester", - "Bonifaz", - "Boo Boo Baby Swiss", - "Bothwell Black Truffle Cheddar", - "Boulette d'Avesnes", - "Bouncing Berry", - "Boursault", - "Boursin", - "Bouyssou", - "Bra Duro DOP", - "Braudostur", - "Breakfast Cheese", - "Bresse Bleu", - "Brewer's Gold", - "Brick", - "Bridgewater", - "Brie", - "Brie au poivre (Brie with pepper)", - "Brie Coco", - "Brie d'Alexis", - "Brie de Meaux", - "Brie de Melun", - "Brie de Portneuf", - "Brie de Portneuf Double Cream", - "Brillat-Savarin", - "Brillo di Treviso", - "Brimstone", - "Brin", - "Briscola", - "Brise du Matin", - "Bruder Basil", - "Brusselae Kaas (Fromage de Bruxelles)", - "Brutal Blue", - "Burwash Rose", - "Burwood Bole", - "Butte", - "Buttermilk Blue", - "Buttermilk Blue Affinee", - "Buttermilk Gorgonzola", - "Butternut", - "Buxton Blue", - "Caboc", - "Cabot Clothbound", - "Cabrales", - "Caciobarricato", - "Caciobirraio", - "Caciocavallo", - "Caciocavallo Podolico Vetus", - "Cacow Belle", - "Caerphilly", - "Cahill's Irish Porter Cheddar", - "Cahill's Whiskey Cheese", - "cambazola", - "Cambozola Grand Noir", - "Cambus o’May", - "Camembert", - "Camembert Calvados", - "Camembert de Normandie", - "Camembert de Portneuf", - "Camembert des Camarades", - "Campfire", - "Canastra cheese", - "Cancoillotte (Cancoyotte)", - "Cantal", - "Caprice des Dieux", - "Carabiner", - "Carlina", - "Carlow", - "Carmody", - "Carnia Altobut", - "Caronzola", - "Carr Valley Glacier Wildfire Blue", - "Carre de l'Est", - "Carrick", - "Carrot Rebel", - "Carrowholly", - "Cashel Blue", - "Castle Blue", - "Cathelain", - "Catupiry", - "Cave Rebel", - "Caveman Blue", - "Caws Penhelyg Abaty", - "Cello Thick & Smooth Mascarpone", - "Celtic Promise", - "Cendre d'Olivet", - "Cendré des Prés", - "Challerhocker", - "Champignon de Luxe Garlic", - "Champignon de Luxe Pepper", - "Champignon Mushrooom", - "Chaource", - "Chapman's Pasture", - "Chaumes", - "Checkerboard Cheddar", - "Cheddar", - "Cheddar LaDiDa Lavender", - "Cheddar with Irish Porter", - "Cheddar with Red Wine", - "Cherokee Rose", - "Cheshire", - "Chimney Rock", - "Chiriboga Blue", - "Chocolate Lab", - "Chocolate Stout Cheddar", - "Chontaleno", - "Chorlton Blue Cheshire", - "Château de Versailles", - "Cirrus", - "Classics Fresh Mozzarella", - "Clava Brie", - "Coalho", - "Coastal Cheddar", - "Coeur de Camembert au Calvados", - "Colby", - "Cold Pack", - "ColoRouge", - "Colston Bassett Stilton", - "Comox Brie", - "Comox Camembert", - "Comte", - "Comte 12 months", - "Comte 18 months", - "Comtomme", - "Conciato Al Pepe", - "Condio", - "Connemara", - "Coolattin Cheddar", - "Coolea", - "Cooleney", - "Coquetdale", - "Cornish Blue", - "Cornish Brie", - "Cornish Crumbly", - "Cornish Pepper", - "Cornish Smuggler", - "Cornish Wild Garlic Yarg", - "Cornish Yarg", - "Cote Hill Blue", - "Cotherstone", - "Cotija Cheese", - "Cotswold", - "Cottage Cheese (Australian)", - "Cougar Gold", - "Coulommiers", - "Country Morning", - "Coverdale", - "Cow's Milk Gouda", - "Cranborne", - "Cravero Parmigiano Reggiano", - "Crayeux de Roncq", - "Cream Cheese", - "Cream Havarti", - "Creamy Gouda", - "Creamy Lancashire", - "Cremig Extra Würzig, Bergkäse Aus Dem Schweizer Jura", - "Crescenza-Stracchino", - "Criffel", - "Criollo Cheese", - "Crowdie", - "Crowley", - "Crucolo", - "Crumbly Lancashire", - "CréMonté", - "Cup Cheese", - "Cure Nantais", - "Curworthy", - "L'Affine Au Chablis", - "L'Amuse Brabander Goat Gouda", - "L'Amuse Signature Gouda", - "L'Aveyronnais", - "L'Ecir de l'Aubrac", - "L'Étivaz", - "La Bonaparte", - "La Casatella", - "La Fleurie", - "La Peral", - "La Rumeur", - "La Sauvagine", - "La Sauvagine Réserve", - "La Vache Qui Rit cheese", - "Labneh", - "Lacy Swiss", - "Lady Jane", - "Laganory", - "Laguiole", - "Lajta", - "Lake District Extra Mature Cheddar", - "Lake District Mature Cheddar", - "Lancashire Smoked", - "Landaff", - "Langres", - "Lappi", - "Largo", - "Latteria Navel", - "Latteria San Biagio", - "Lavistown", - "Le Brin", - "Le Conquerant Camembert", - "Le Duc Vacherin", - "Le Gruyère AOP", - "Le Maréchal", - "Le Wavreumont", - "Leerdammer", - "Legacy", - "Legato", - "Les Calendos", - "Leyden", - "Lil Moo", - "Liliputas", - "Lincolnshire Poacher", - "Lindale", - "Lindy Hop", - "Liptauer", - "Little Colonel", - "Little Qualicum Raclette", - "Livarot", - "Llanboidy", - "Llanglofan Farmhouse", - "Lo Speziato", - "Loch Arthur Farmhouse", - "Loma Alta", - "Longhorn", - "Lou Bergier Pichin", - "Lou Palou", - "Lyburn Garlic and Nettle", - "Lyburn Gold", - "Lyburn Lightly Oak Smoked", - "Lyburn's Winchester", - "Maasdam", - "Maffra Aged Rinded Cheddar", - "Maffra Cheshire", - "Maffra Dargo Walnut", - "Maffra Mature Cheddar", - "Maffra Peppercorn Cheddar", - "Maffra Red Leicester", - "Maffra Sage Derby", - "Maffra Wensleydale", - "Maggie's Round", - "Magna", - "Mahoe Aged Gouda", - "Mahón", - "Maida Vale", - "Maisie's Kebbuck", - "Mandolin", - "Mango Rebel", - "Manteca", - "Marble Cheddar", - "Marble Cheese", - "Marco Polo", - "Maredsous", - "Margot", - "Maribo", - "Marin French Triple Crème", - "Maroilles", - "Martha's Heat", - "Mascarpone", - "Mature Wensleydale", - "May Hill Green", - "Maytag Blue", - "McLaren", - "Medallion", - "Melinda Mae", - "Menallack Farmhouse", - "Menonita", - "Merry Wyfe", - "Mersey Valley Original Vintage", - "Meyer Vintage Gouda", - "MezzaLuna Fontina", - "Mezzo Secco", - "Milawa Blue", - "Milawa Brie", - "Milawa White", - "Milbenkäse", - "Milleens", - "Mimolette (Boule de Lille)", - "Minas cheese", - "Minger", - "Mirabo Brie with Walnut", - "Miss Muffet", - "Mladi Trapist", - "Molbo", - "Mondseer", - "Mont D'or", - "Mont St-Benoît", - "Montagnolo", - "Montasio", - "Montasio Mezzano", - "Montasio Vecchio", - "Monteo", - "Montgomery's Cheddar", - "Montsalvat", - "Moody Blue", - "Moonlight Chaource", - "Morbier", - "Morgan", - "Morimoto Soba Ale Cheddar", - "Morlacco", - "Moses Sleeper", - "Mossfield Organic", - "MouCo Camembert", - "MouCo Truffello", - "Mountain Herbs Rebel", - "Mountain Rebel", - "Mountaineer", - "Mouse House Chilli Cheddar", - "Mouse House Garlic & Chive Cheddar", - "Mouse House Smoked Cheddar", - "Mozzarellissima", - "Mt Scott", - "Mt Tam", - "Muenster", - "Muffato", - "Mun-chee", - "Munster", - "Muranda Blue", - "Murol", - "Mycella", - "Météorite", - "Pacific Rock", - "Pack Square", - "Paesanella Bocconcini", - "Paesanella Burrata", - "Paesanella Caciotta", - "Paesanella Caciotta with Rocket & Chilli", - "Paesanella Cherry Bocconcini", - "Paesanella Dry Ricotta", - "Paesanella Fresco", - "Paesanella Fresh Ricotta", - "Palet de Babligny", - "Pallone di Gravina", - "Panela", - "Paniolo", - "Pannerone", - "Panquehue", - "Paprika Rebel", - "Parmesan", - "Parrano", - "Pas de l'Escalette", - "Passendale", - "Patefine Fort", - "Pave d'Affinois", - "Pave d'Auge", - "Pawlet", - "Peau Rouge", - "Peekskill Pyramid", - "Pembrokeshire Extra Mature Cheddar", - "Pembrokeshire Mature Cheddar", - "Penbryn", - "Pencarreg", - "PepBert", - "Pepper Jack", - "Pepper Rebel", - "Peppercorn Gouda", - "Perl Las Blue", - "Perl Wen", - "Perlagrigia Sotto Cenere", - "Petida", - "Petit Pardou", - "Petit-Suisse", - "Petite Swiss", - "Pianoforte", - "Piave", - "Piave Fresco", - "Piave Mezzano", - "Piave Vecchio DOP", - "Piave Vecchio Selezione Oro", - "Picobello", - "Picolo", - "Picos de Europa", - "Pied-de-vent", - "Pierce Pt", - "Pimento", - "Pinconning", - "Piora", - "Pistol Point Cheddar", - "Pitchfork Cheddar", - "Pithtiviers au Foin", - "Pizy", - "Pleasant Ridge Reserve", - "Plymouth Cheese", - "Point Reyes Bay Blue", - "Point Reyes Original Blue", - "Point Reyes Toma", - "Pokolbin", - "Pompeii", - "Pong's Extraordinary... Cheddar", - "Pont l'Eveque", - "Port Nicholson", - "Port-Salut", - "Postel", - "Prairie Breeze Cheddar", - "Prastost", - "President Brie", - "President Camembert", - "President Light Brie", - "President Madrigal", - "Prima Donna", - "Prima Donna fino", - "Prima Donna leggero", - "Prima Donna maturo", - "Prince-Jean", - "Prix de Diane", - "Processed Smoked Gouda", - "Promontory", - "Provel", - "Provolone", - "Provolone del Monaco", - "Provolone Mandarino Gran Riserva", - "Provolone Valpadana", - "Pyengana Cheddar", - "Saaland Pfarr", - "Saanenkaese", - "Saga", - "Sage Derby", - "Saint Agur", - "Saint Albray", - "Saint André", - "Saint Felicien", - "Saint Honoré", - "Saint Marcellin", - "Saint Nectaire", - "Saint Paulin", - "Salemville Amish Blue", - "Salemville Amish Gorgonzola", - "Salemville Smokehaus Blue", - "Salers", - "Salsa Asiago", - "Samso", - "San Geronimo", - "San Simón DOP", - "Sao Jorge", - "Sap Sago", - "Saporito", - "Sardo", - "Sartori Classic Cheese Asiago", - "Sartori Classic Cheese Fontina", - "Sartori Classic Cheese Parmesan", - "Sartori Classic Cheese Romano", - "Sartori Classic MontAmore", - "Sartori Limited Edition Cannella BellaVitano", - "Sartori Limited Edition Cognac BellaVitano", - "Sartori Limited Edition Family Heirloom BellaVitano", - "Sartori Limited Edition Family Heirloom Parmesan", - "Sartori Reserve Balsamic BellaVitano", - "Sartori Reserve Basil & Olive Oil Asiago", - "Sartori Reserve BellaVitano Gold", - "Sartori Reserve Black Pepper BellaVitano", - "Sartori Reserve Chai BellaVitano", - "Sartori Reserve Cheese Mediterranean Fontina", - "Sartori Reserve Dolcina Gorgonzola", - "Sartori Reserve Espresso BellaVitano", - "Sartori Reserve Extra Aged Fontina", - "Sartori Reserve Extra-Aged Asiago", - "Sartori Reserve Merlot BellaVitano", - "Sartori Reserve Raspberry BellaVitano", - "Sartori Reserve Rosemary & Olive Oil Asiago", - "Sartori Reserve SarVecchio Parmesan", - "Sbrinz", - "Scallion Onion Cheddar", - "Scamorza", - "Schloss", - "Scotch Bonnet Cheddar", - "Sea Change", - "Seahive", - "Seastack", - "Seator's Orkney", - "Selva", - "Seriously Strong Cheddar", - "Sharon Hollow Garlic and Chive", - "Sharp Cheddar", - "Sharpham", - "Sharpham Elmhirst", - "Sharpham Rustic", - "Sharpham Rustic Chive & Garlic", - "Shelburne Cheddar", - "Ships Wheel Brie", - "Shorrock's Lancashire Bomb", - "Shropshire Blue", - "Shtayburne Farm Cheddar", - "Shtayburne Farm Monterey Jack", - "Sicilian Blend", - "Smoked Fior Di Latte", - "Smoked Lincolnshire Poacher", - "Smokey Oregon Blue", - "Smokey Touvelle", - "Somerset Brie", - "Somerset Organic Cheddar", - "Sonoma Jack", - "Sottocenere® al Tartufo", - "Soumaintrain", - "Sourire Lozerien", - "Sparkenhoe Red Leicester", - "Speziato", - "St Andrews Farmhouse Cheddar", - "St Cera", - "St Fidèle Swiss", - "St Gall", - "St Jude", - "St Killian", - "St Mang Original Allgäuer Limburger", - "St Pat", - "Staffordshire Organic", - "Stella Asiago", - "Stella Black Pepper Romano", - "Stella Blue", - "Stella Feta", - "Stella Fontina", - "Stella Fontinella", - "Stella Gorgonzola", - "Stella Italian Sharp", - "Stella Kasseri", - "Stella Mediterranean Parmesan", - "Stella Parmesan", - "Stella Parmesan & Romano Blend", - "Stella Reduced Fat Blue", - "Stella Smoked Blue", - "Stella Swiss", - "Sternschnuppe", - "Stichelton", - "Stilton", - "Stinking Bishop", - "Stoney Cross", - "Stracchinata", - "Strathdon Blue", - "Striegistaler Zwerge Camembert", - "Suffolk Punch", - "Sveciaost", - "Swiss cheese" - ], - "lat": { - "bdata": 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", - "dtype": "f8" - }, - "legendgroup": "cow", - "lon": { - "bdata": 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", 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"Castillon Frais" - ], - [ - "Cave Aged Marisa" - ], - [ - "Caws Cenarth Black Sheep" - ], - [ - "Cherni Vit" - ], - [ - "Cinerino" - ], - [ - "Classico Pecorino Senese" - ], - [ - "Classico Riserva" - ], - [ - "corra linn" - ], - [ - "Cratloe Hills" - ], - [ - "Crotonese" - ], - [ - "Crozier" - ], - [ - "Cwmtawe Pecorino" - ], - [ - "La Retorta" - ], - [ - "La Serena" - ], - [ - "Lanark Blue" - ], - [ - "Lanark White" - ], - [ - "Laruns" - ], - [ - "Le Brebiou" - ], - [ - "Le Lacandou" - ], - [ - "Leafield" - ], - [ - "Lemon Fetish" - ], - [ - "Little Rydings" - ], - [ - "Lo Sburrato" - ], - [ - "Lord of the Hundreds" - ], - [ - "Lost Lake" - ], - [ - "Malvarosa®" - ], - [ - "Malvern" - ], - [ - "Manchego" - ], - [ - "Marisa" - ], - [ - "Mastorazio" - ], - [ - "Meira" - ], - [ - "Meredith Blue" - ], - [ - "Mihalic Peynir" - ], - [ - "Millstone" - ], - [ - "MitiCaña® de Oveja" - ], - [ - "Morcella" - ], - [ - "P'tit Basque" - ], - [ - "Paglierino" - ], - [ - "Paški Sir (PDO)" - ], - [ - "Pecorino" - ], - [ - "Pecorino a Latte Crudo" - ], - [ - "Pecorino al Pepe" - ], - [ - "Pecorino al Tartufo" - ], - [ - "Pecorino alla Canapa" - ], - [ - "Pecorino allo Zafferano" - ], - [ - "Pecorino Barba Del Passatore" - ], - [ - "Pecorino Boccondilatte" - ], - [ - "Pecorino Camomilla" - ], - [ - "Pecorino Con Caglio Vegetale" - ], - [ - "Pecorino dei Malatesta al Sangiovese" - ], - [ - "Pecorino Dei Malatesta Sotto Cenere" - ], - [ - "Pecorino dei Monaci" - ], - [ - "Pecorino di Sogliano" - ], - [ - "Pecorino di Talamello" - ], - [ - "Pecorino di Vigna" - ], - [ - "Pecorino Erica" - ], - [ - "Pecorino Fiordaliso" - ], - [ - "Pecorino Foglie Noci" - ], - [ - "Pecorino Gelsomino" - ], - [ - "Pecorino Ginepro" - ], - [ - "Pecorino Gran Riserva Del Passatore" - ], - [ - "Pecorino in Walnut Leaves" - ], - [ - "Pecorino Mallo di Noce" - ], - [ - "Pecorino nel fieno" - ], - [ - "Pecorino Nel Granaio" - ], - [ - "Pecorino Nero" - ], - [ - "Pecorino Ortica" - ], - [ - "Pecorino Papavero" - ], - [ - "Pecorino Pepato Mitica® Aged" - ], - [ - "Pecorino Pera" - ], - [ - "Pecorino Querciaiolo" - ], - [ - "Pecorino Romagnolo" - ], - [ - "Pecorino Romano" - ], - [ - "Pecorino Toscanello" - ], - [ - "Pepato" - ], - [ - "Pigouille" - ], - [ - "Prairie Tomme" - ], - [ - "Primo Fresco" - ], - [ - "Pérail de Brebis" - ], - [ - "Saint Rose" - ], - [ - "San Andreas" - ], - [ - "Serat" - ], - [ - "Serra da Estrela DOP" - ], - [ - "Shaker Blue" - ], - [ - "Sheep Gouda" - ], - [ - "Shepherd's Crook" - ], - [ - "Shepherd's Hope" - ], - [ - "Shepherdista Crush" - ], - [ - "Spenwood" - ], - [ - "St James" - ], - [ - "Sussex Slipcote" - ], - [ - "Swaledale" - ] - ], - "hovertemplate": "%{hovertext}

milk=sheep
latitude=%{lat}
longitude=%{lon}
cheese=%{customdata[0]}", - "hovertext": [ - "Abbaye de Belloc", - "Abertam", - "Acorn", - "Amou", - "Ardi Gasna", - "Azeitao", - "Bad Axe", - "Balfour", - "Bartlett", - "Basajo", - "Baserri", - "Baskeriu", - "Bear Hill", - "Beenleigh Blue", - "Bergere Bleue", - "Berkswell", - "Big Woods Blue", - "Bismark", - "Bohemian Blue", - "Bossa", - "Brebirousse d'Argental", - "Brebis du Lavort", - "Brebis du Puyfaucon", - "Brefu Bach", - "Brin d'Amour", - "Brinza - Feta style", - "Briquette de Brebis", - "Brânză de Burduf", - "Cacio De Roma®", - "Cairnsmore", - "Calcagno", - "Canarejal", - "Castillon Frais", - "Cave Aged Marisa", - "Caws Cenarth Black Sheep", - "Cherni Vit", - "Cinerino", - "Classico Pecorino Senese", - "Classico Riserva", - "corra linn", - "Cratloe Hills", - "Crotonese", - "Crozier", - "Cwmtawe Pecorino", - "La Retorta", - "La Serena", - "Lanark Blue", - "Lanark White", - "Laruns", - "Le Brebiou", - "Le Lacandou", - "Leafield", - "Lemon Fetish", - "Little Rydings", - "Lo Sburrato", - "Lord of the Hundreds", - "Lost Lake", - "Malvarosa®", - "Malvern", - "Manchego", - "Marisa", - "Mastorazio", - "Meira", - "Meredith Blue", - "Mihalic Peynir", - "Millstone", - "MitiCaña® de Oveja", - "Morcella", - "P'tit Basque", - "Paglierino", - "Paški Sir (PDO)", - "Pecorino", - "Pecorino a Latte Crudo", - "Pecorino al Pepe", - "Pecorino al Tartufo", - "Pecorino alla Canapa", - "Pecorino allo Zafferano", - "Pecorino Barba Del Passatore", - "Pecorino Boccondilatte", - "Pecorino Camomilla", - "Pecorino Con Caglio Vegetale", - "Pecorino dei Malatesta al Sangiovese", - "Pecorino Dei Malatesta Sotto Cenere", - "Pecorino dei Monaci", - "Pecorino di Sogliano", - "Pecorino di Talamello", - "Pecorino di Vigna", - "Pecorino Erica", - "Pecorino Fiordaliso", - "Pecorino Foglie Noci", - "Pecorino Gelsomino", - "Pecorino Ginepro", - "Pecorino Gran Riserva Del Passatore", - "Pecorino in Walnut Leaves", - "Pecorino Mallo di Noce", - "Pecorino nel fieno", - "Pecorino Nel Granaio", - "Pecorino Nero", - "Pecorino Ortica", - "Pecorino Papavero", - "Pecorino Pepato Mitica® Aged", - "Pecorino Pera", - "Pecorino Querciaiolo", - "Pecorino Romagnolo", - "Pecorino Romano", - "Pecorino Toscanello", - "Pepato", - "Pigouille", - "Prairie Tomme", - "Primo Fresco", - "Pérail de Brebis", - "Saint Rose", - "San Andreas", - "Serat", - "Serra da Estrela DOP", - "Shaker Blue", - "Sheep Gouda", - "Shepherd's Crook", - "Shepherd's Hope", - "Shepherdista Crush", - "Spenwood", - "St James", - "Sussex Slipcote", - "Swaledale" - ], - "lat": { - "bdata": "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", - 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"dtype": "f8" - }, - "marker": { - "color": "#EF553B" - }, - "mode": "markers", - "name": "sheep", - "showlegend": true, - "subplot": "map", - "type": "scattermap" - }, - { - "customdata": [ - [ - "Acapella" - ], - [ - "Aged Chelsea" - ], - [ - "Ailsa Craig" - ], - [ - "Alex James Co. No 4 Goats'" - ], - [ - "Allium Piper" - ], - [ - "Alpicrème" - ], - [ - "Amalthée" - ], - [ - "Anneau du Vic-Bilh" - ], - [ - "Aphrodite Goat Milk Halloumi" - ], - [ - "Applewood Smoked Chevre" - ], - [ - "Ardsallagh Hard Goat's Cheese" - ], - [ - "Ardsallagh Smoked Cheese" - ], - [ - "Aspen Ash" - ], - [ - "Assa" - ], - [ - "Banon" - ], - [ - "Baronerosso di Capra" - ], - [ - "Barriquet" - ], - [ - "Basing" - ], - [ - "Bermuda Triangle" - ], - [ - "Bettine Bleu" - ], - [ - "Bettine Grand Cru" - ], - [ - "Bijou" - ], - [ - "Black Betty" - ], - [ - "Black Pearl" - ], - [ - "Blackmount" - ], - [ - "Bloomsdale" - ], - [ - "Blue Ledge La Luna" - ], - [ - "Blue Lupine" - ], - [ - "Blue Rathgore" - ], - [ - "Bluebell Falls Cygnus" - ], - [ - "Bonne Bouche" - ], - [ - "Bosworth" - ], - [ - "Bougon" - ], - [ - "Boulder Chevre" - ], - [ - "Boule Du Roves" - ], - [ - "Bourdin Goat Log" - ], - [ - "Bouyguette" - ], - [ - "Boyne Valley Bán" - ], - [ - "Brightwell Ash" - ], - [ - "Brown’s Gulch" - ], - [ - "Buche de Chevre" - ], - [ - "Bucheret" - ], - [ - "Buchette d'Anjou" - ], - [ - "Buchette de Manon" - ], - [ - "Bûchette à la Sarriette" - ], - [ - "Cabecou" - ], - [ - "Cabecou Feuille D'Armagnac" - ], - [ - "Cachaille" - ], - [ - "California Crottin" - ], - [ - "Cameo" - ], - [ - "Cana de Cabra" - ], - [ - "Cape Vessey" - ], - [ - "Capra al Fieno" - ], - [ - "Capra al Pepe" - ], - [ - "Capra Nouveau" - ], - [ - "Caprano" - ], - [ - "Capraricca" - ], - [ - "Capriago" - ], - [ - "Capricious" - ], - [ - "Capricorn Somerset Goats Cheese" - ], - [ - "Capriny" - ], - [ - "Capriole Banon" - ], - [ - "Caprotto" - ], - [ - "Cardo" - ], - [ - "Cayuga Blue" - ], - [ - "Cerney Pyramid" - ], - [ - "Chabichou du Poitou" - ], - [ - "Chabis de Gatine" - ], - [ - "Charolais" - ], - [ - "Chavroux" - ], - [ - "Chevre en Marinade" - ], - [ - "Chevre Log" - ], - [ - "Chevrotin des Aravis" - ], - [ - "Childwickbury" - ], - [ - "Chile Jack" - ], - [ - "Chèvre" - ], - [ - "Civray" - ], - [ - "Classic Blue Log" - ], - [ - "Clonmore" - ], - [ - "Coeur de Chevre" - ], - [ - "Consider Bardwell Farm Manchester" - ], - [ - "Corleggy" - ], - [ - "Coupole" - ], - [ - "Couronne Lochoise" - ], - [ - "Cracked Pepper Chevre" - ], - [ - "Crocodile Tear" - ], - [ - "Croghan" - ], - [ - "Crottin de Champcol" - ], - [ - "Crottin de Chavignol" - ], - [ - "Cypress Grove Chevre" - ], - [ - "La Pyramide" - ], - [ - "La Taupiniere" - ], - [ - "Lacey Grey" - ], - [ - "LaClare Farms Cheddar" - ], - [ - "LaClare Farms Chevre" - ], - [ - "LaClare Farms Evalon" - ], - [ - "LaClare Farms Evalon with Cummin" - ], - [ - "LaClare Farms Evalon with Fenugreek" - ], - [ - "LaClare Farms Fondry Jack" - ], - [ - "LaClare Farms Martone" - ], - [ - "LaClare Farms Raw Goats Milk Cheddar" - ], - [ - "Lairobell" - ], - [ - "Laura Chenel Taupiniere" - ], - [ - "Laura Chenel Tome" - ], - [ - "Laura Chenel's Cabecou" - ], - [ - "Le Cendrillon" - ], - [ - "Le Chevrot" - ], - [ - "Le Marquis Chevre" - ], - [ - "Le Moutier" - ], - [ - "Lemon Myrtle Chevre" - ], - [ - "Leonora®" - ], - [ - "Lincoln Log" - ], - [ - "Lingot des Causses" - ], - [ - "Lingot Saint Bousquet d'Orb" - ], - [ - "Little Bloom on the Prairie" - ], - [ - "Little Dragon" - ], - [ - "Little Napoleon" - ], - [ - "Little Ypsi" - ], - [ - "Loddiswell Avondale" - ], - [ - "Lou Pevre" - ], - [ - "Madrona" - ], - [ - "Majorero" - ], - [ - "Manon" - ], - [ - "Melville" - ], - [ - "Meredith Ashed Pyramids" - ], - [ - "Meredith Chevre Ash" - ], - [ - "Meredith Chevre Dill" - ], - [ - "Meredith Chevre Plain" - ], - [ - "Meredith Goat Cheese in Extra Virgin Olive Oil" - ], - [ - "Mettowee" - ], - [ - "Midnight Blue" - ], - [ - "Midnight Moon®" - ], - [ - "Milawa Affine" - ], - [ - "Milawa Goats Tomme" - ], - [ - "Mine-Gabhar" - ], - [ - "Mistralou" - ], - [ - "Monet" - ], - [ - "Mont Saint-Francis" - ], - [ - "Montchevre Goat Cheese Log" - ], - [ - "Monte Enebro" - ], - [ - "Moonglo" - ], - [ - "Mothais a la Feuille" - ], - [ - "Mountain Goat" - ], - [ - "Ms. Natural" - ], - [ - "P'tit Berrichon" - ], - [ - "Paillot de Chèvre" - ], - [ - "Pant ys Gawn" - ], - [ - "Pastoral" - ], - [ - "Pave de Chirac" - ], - [ - "Pelardon des Cevennes" - ], - [ - "Pelardon des Corbieres" - ], - [ - "Perroche" - ], - [ - "Petit Blaja" - ], - [ - "Picodon de Chevre" - ], - [ - "Piper's Pyramide" - ], - [ - "Plancherin d'Arêches" - ], - [ - "Pleasant Creek" - ], - [ - "Pouligny-Saint-Pierre" - ], - [ - "Pourly" - ], - [ - "Providence" - ], - [ - "Président Fresh Goat Cheese" - ], - [ - "PsycheDillic" - ], - [ - "Purple Haze" - ], - [ - "Pyramide" - ], - [ - "Saanen Silk" - ], - [ - "Sainte-Maure de Touraine AOC" - ], - [ - "Saltbush Chevre" - ], - [ - "Sancerre" - ], - [ - "Sandy Creek" - ], - [ - "Santa Gadea" - ], - [ - "Sarró de Cabra" - ], - [ - "Sartori Limited Edition Extra-Aged Goat" - ], - [ - "Selles sur Cher" - ], - [ - "Sgt. 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milk=goat
latitude=%{lat}
longitude=%{lon}
cheese=%{customdata[0]}", - "hovertext": [ - "Acapella", - "Aged Chelsea", - "Ailsa Craig", - "Alex James Co. No 4 Goats'", - "Allium Piper", - "Alpicrème", - "Amalthée", - "Anneau du Vic-Bilh", - "Aphrodite Goat Milk Halloumi", - "Applewood Smoked Chevre", - "Ardsallagh Hard Goat's Cheese", - "Ardsallagh Smoked Cheese", - "Aspen Ash", - "Assa", - "Banon", - "Baronerosso di Capra", - "Barriquet", - "Basing", - "Bermuda Triangle", - "Bettine Bleu", - "Bettine Grand Cru", - "Bijou", - "Black Betty", - "Black Pearl", - "Blackmount", - "Bloomsdale", - "Blue Ledge La Luna", - "Blue Lupine", - "Blue Rathgore", - "Bluebell Falls Cygnus", - "Bonne Bouche", - "Bosworth", - "Bougon", - "Boulder Chevre", - "Boule Du Roves", - "Bourdin Goat Log", - "Bouyguette", - "Boyne Valley Bán", - "Brightwell Ash", - "Brown’s Gulch", - "Buche de Chevre", - "Bucheret", - "Buchette d'Anjou", - "Buchette de Manon", - "Bûchette à la Sarriette", - "Cabecou", - "Cabecou Feuille D'Armagnac", - "Cachaille", - "California Crottin", - "Cameo", - "Cana de Cabra", - "Cape Vessey", - "Capra al Fieno", - "Capra al Pepe", - "Capra Nouveau", - "Caprano", - "Capraricca", - "Capriago", - "Capricious", - "Capricorn Somerset Goats Cheese", - "Capriny", - "Capriole Banon", - "Caprotto", - "Cardo", - "Cayuga Blue", - "Cerney Pyramid", - "Chabichou du Poitou", - "Chabis de Gatine", - "Charolais", - "Chavroux", - "Chevre en Marinade", - "Chevre Log", - "Chevrotin des Aravis", - "Childwickbury", - "Chile Jack", - "Chèvre", - "Civray", - "Classic Blue Log", - "Clonmore", - "Coeur de Chevre", - "Consider Bardwell Farm Manchester", - "Corleggy", - "Coupole", - "Couronne Lochoise", - "Cracked Pepper Chevre", - "Crocodile Tear", - "Croghan", - "Crottin de Champcol", - "Crottin de Chavignol", - "Cypress Grove Chevre", - "La Pyramide", - "La Taupiniere", - "Lacey Grey", - "LaClare Farms Cheddar", - "LaClare Farms Chevre", - "LaClare Farms Evalon", - "LaClare Farms Evalon with Cummin", - "LaClare Farms Evalon with Fenugreek", - "LaClare Farms Fondry Jack", - "LaClare Farms Martone", - "LaClare Farms Raw Goats Milk Cheddar", - "Lairobell", - "Laura Chenel Taupiniere", - "Laura Chenel Tome", - "Laura Chenel's Cabecou", - "Le Cendrillon", - "Le Chevrot", - "Le Marquis Chevre", - "Le Moutier", - "Lemon Myrtle Chevre", - "Leonora®", - "Lincoln Log", - "Lingot des Causses", - "Lingot Saint Bousquet d'Orb", - "Little Bloom on the Prairie", - "Little Dragon", - "Little Napoleon", - "Little Ypsi", - "Loddiswell Avondale", - "Lou Pevre", - "Madrona", - "Majorero", - "Manon", - "Melville", - "Meredith Ashed Pyramids", - "Meredith Chevre Ash", - "Meredith Chevre Dill", - "Meredith Chevre Plain", - "Meredith Goat Cheese in Extra Virgin Olive Oil", - "Mettowee", - "Midnight Blue", - "Midnight Moon®", - "Milawa Affine", - "Milawa Goats Tomme", - "Mine-Gabhar", - "Mistralou", - "Monet", - "Mont Saint-Francis", - "Montchevre Goat Cheese Log", - "Monte Enebro", - "Moonglo", - "Mothais a la Feuille", - "Mountain Goat", - "Ms. Natural", - "P'tit Berrichon", - "Paillot de Chèvre", - "Pant ys Gawn", - "Pastoral", - "Pave de Chirac", - "Pelardon des Cevennes", - "Pelardon des Corbieres", - "Perroche", - "Petit Blaja", - "Picodon de Chevre", - "Piper's Pyramide", - "Plancherin d'Arêches", - "Pleasant Creek", - "Pouligny-Saint-Pierre", - "Pourly", - "Providence", - "Président Fresh Goat Cheese", - "PsycheDillic", - "Purple Haze", - "Pyramide", - "Saanen Silk", - "Sainte-Maure de Touraine AOC", - "Saltbush Chevre", - "Sancerre", - "Sandy Creek", - "Santa Gadea", - "Sarró de Cabra", - "Sartori Limited Edition Extra-Aged Goat", - "Selles sur Cher", - "Sgt. Pepper", - "Siltcoos", - "Sinodun Hill", - "Sleightlett", - "Smokey Mountain Round", - "Sofia", - "St Tola Ash Log", - "St Tola Cranberry", - "St Tola Crottin", - "St Tola Divine", - "St Tola Greek Style", - "St Tola Hard Cheese", - "St Tola Log", - "Stawley", - "Stella Goat", - "Stickney Hill Chevre", - "Sunlight", - "Sunset Bay", - "Swag" - ], - "lat": { - "bdata": "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", - "dtype": "f8" - }, - "legendgroup": "goat", - "lon": { - "bdata": "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", - "dtype": "f8" - }, - "marker": { - "color": "#00cc96" - }, - "mode": "markers", - "name": "goat", - "showlegend": true, - "subplot": "map", - "type": "scattermap" - }, - { - "customdata": [ - [ - "Accasciato" - ], - [ - "Cubetto" - ], - [ - "Paesanella Buffalo Mozzarella" - ], - [ - "Smoked Sulguni" - ], - [ - "Sulguni" - ] - ], - "hovertemplate": "%{hovertext}

milk=buffalo, cow
latitude=%{lat}
longitude=%{lon}
cheese=%{customdata[0]}", - "hovertext": [ - "Accasciato", - "Cubetto", - "Paesanella Buffalo Mozzarella", - "Smoked Sulguni", - "Sulguni" - ], - "lat": { - "bdata": "nUoGgCpuRECdSgaAKm5EQOtVZHRA4D/AjHYmflZRRUCMdiZ+VlFFQA==", - "dtype": "f8" - }, - "legendgroup": "buffalo, cow", - "lon": { - "bdata": "zbG8qx6wLUDNsbyrHrAtQIZjTLAuaWJAo7712tUfRUCjvvXa1R9FQA==", - "dtype": "f8" - }, - "marker": { - "color": "#ab63fa" - }, - "mode": "markers", - "name": "buffalo, cow", - "showlegend": true, - "subplot": "map", - "type": "scattermap" - }, - { - "customdata": [ - [ - "Aged Gouda" - ], - [ - "Armenian String Cheese" - ], - [ - "Barrel Aged Feta" - ], - [ - "Benedictine" - ], - [ - "Beyaz Peynir" - ], - [ - "Bica de Queijo" - ], - [ - "Brousse du Rove" - ], - [ - "Canadian Cheddar" - ], - [ - "Carboncino" - ], - [ - "Castelmagno" - ], - [ - "Castigliano" - ], - [ - "La Tur" - ], - [ - "Liburnski Sir" - ], - [ - "Menage" - ], - [ - "Penamellera" - ], - [ - "Smoked Gouda" - ] - ], - "hovertemplate": "%{hovertext}

milk=cow, goat, sheep
latitude=%{lat}
longitude=%{lon}
cheese=%{customdata[0]}", - "hovertext": [ - "Aged Gouda", - "Armenian String Cheese", - "Barrel Aged Feta", - "Benedictine", - "Beyaz Peynir", - "Bica de Queijo", - "Brousse du Rove", - "Canadian Cheddar", - "Carboncino", - "Castelmagno", - "Castigliano", - "La Tur", - "Liburnski Sir", - "Menage", - "Penamellera", - "Smoked Gouda" - ], - "lat": { - "bdata": "hZJu8CofSkDgpYqYyPcRQNH8ezpof0NAFKRjGMGVRkDtRElIpKVDQBkKM8i4yURAe4UF9wPYRUDR6Xk3FgBJQNc0SvK3UUVAfVwbKsaHRkAYldQJaMZEQIjEmE+xWUZAyfZr/NOuRkDONjemJzdGQMJ/BA8dqEVAhZJu8CofSkA=", - "dtype": "f8" - }, - "legendgroup": "cow, goat, sheep", - "lon": { - "bdata": "EnHO44uJFkApENlKcu9SwNjTs8Xa/DVAiYfHJph4W8BRGO8ip51BQBn5YSk3iiDALe6a648TEUAWw9UBEIBVwPKU1XQ9WSlAlwM91LaxH0A4k4DiEY4UwBjLmZJREiBAe99TlKZQL0Ds/gzKD2xWwBTLLa2GxBfAEnHO44uJFkA=", - "dtype": "f8" - }, - "marker": { - "color": "#19d3f3" - }, - "mode": "markers", - "name": "cow, goat, sheep", - "showlegend": true, - "subplot": "map", - "type": "scattermap" - }, - { - "customdata": [ - [ - "Alverca" - ], - [ - "Amarelo de Beira Baixa" - ], - [ - "Anari" - ], - [ - "Anthotyro" - ], - [ - "Anthotyro Fresco" - ], - [ - "Batzos" - ], - [ - "Bianca" - ], - [ - "Brocciu" - ], - [ - "Calenzana (Calinzanincu)" - ], - [ - "Canestrato" - ], - [ - "Castelo Branco" - ], - [ - "Le Fium Orbo" - ], - [ - "Lebbene" - ], - [ - "Manouri" - ], - [ - "Mascares" - ], - [ - "Miette" - ], - [ - "Mobay" - ], - [ - "Myzithra" - ], - [ - "Pate de Fromage" - ], - [ - "Phoebe" - ], - [ - "Sonnet" - ] - ], - "hovertemplate": "%{hovertext}

milk=goat, sheep
latitude=%{lat}
longitude=%{lon}
cheese=%{customdata[0]}", - "hovertext": [ - "Alverca", - "Amarelo de Beira Baixa", - "Anari", - "Anthotyro", - "Anthotyro Fresco", - "Batzos", - "Bianca", - "Brocciu", - "Calenzana (Calinzanincu)", - "Canestrato", - "Castelo Branco", - "Le Fium Orbo", - "Lebbene", - "Manouri", - "Mascares", - "Miette", - "Mobay", - "Myzithra", - "Pate de Fromage", - "Phoebe", - "Sonnet" - ], - "lat": { - "bdata": "/Efw0MHUQ0D8R/DQwdRDQEuqW+JtdUFAWV093S9PREBZXT3dL09EQNH8ezpof0NANUZGYt1ZR0Cou1dSExhFQJX0MLQ6TUdABN/ZwwMfRECS7BFqBv1DQJX0MLQ6TUdAbvasEPvPPkDR/Hs6aH9DQAyFX3Yc5UVARNsxdVdhQ0DONjemJzdGQNH8ezpof0NAlfQwtDpNR0A1RkZi3VlHQDVGRmLdWUdA", - "dtype": "f8" - }, - "legendgroup": "goat, sheep", - "lon": { - "bdata": "Jucf2ExFIMAm5x/YTEUgwAoMgFTocUBAnmEgAv/qNkCeYSAC/+o2QNjTs8Xa/DVAJ8KGp1cwXsCFwT0hByMiQDkPJzCdNv4/5sqg2uC8L0BbDS3vw8gdwDkPJzCdNv4/XljtUANuQUDY07PF2vw1QFnUYw2YGB5ATfOOU/QjV8Ds/gzKD2xWwNjTs8Xa/DVAOQ8nMJ02/j8nwoanVzBewCfChqdXMF7A", - "dtype": "f8" - }, - "marker": { - "color": "#FF6692" - }, - "mode": "markers", - "name": "goat, sheep", - "showlegend": true, - "subplot": "map", - "type": "scattermap" - }, - { - "customdata": [ - [ - "Amul Processed Cheese" - ], - [ - "Mozzarella (Australian)" - ] - ], - "hovertemplate": "%{hovertext}

milk=cow, water buffalo
latitude=%{lat}
longitude=%{lon}
cheese=%{customdata[0]}", - "hovertext": [ - "Amul Processed Cheese", - "Mozzarella (Australian)" - ], - "lat": { - "bdata": "EEu5sY9iNkD0JJ8Nr8Y4wA==", - "dtype": "f8" - }, - "legendgroup": "cow, water buffalo", - "lon": { - "bdata": "/n4xW7LvUUBcj8L1KNhgQA==", - "dtype": "f8" - }, - "marker": { - "color": "#B6E880" - }, - "mode": "markers", - "name": "cow, water buffalo", - "showlegend": true, - "subplot": "map", - "type": "scattermap" - }, - { - "customdata": [ - [ - "Anejo Enchilado" - ], - [ - "Aromes au Gene de Marc" - ], - [ - "Autun" - ], - [ - "Briquette du Forez" - ], - [ - "Broncha" - ], - [ - "Buttercup" - ], - [ - "Chèvre des neiges" - ], - [ - "Cremet" - ], - [ - "Cremont" - ], - [ - "LaClare Farms Chandoka" - ], - [ - "LaClare Ziege Zacke Blue" - ], - [ - "Le Double Joie" - ], - [ - "Macconais" - ], - [ - "Melange" - ], - [ - "Melange Brie" - ], - [ - "Metronome" - ], - [ - "Minuet" - ], - [ - "Mt. Mazama Cheddar" - ], - [ - "Murazzano DOP" - ], - [ - "Poivre d'Ane" - ], - [ - "Seascape" - ], - [ - "Sharpham Savour" - ], - [ - "Snow Camp" - ] - ], - "hovertemplate": "%{hovertext}

milk=cow, goat
latitude=%{lat}
longitude=%{lon}
cheese=%{customdata[0]}", - "hovertext": [ - "Anejo Enchilado", - "Aromes au Gene de Marc", - "Autun", - "Briquette du Forez", - "Broncha", - "Buttercup", - "Chèvre des neiges", - "Cremet", - "Cremont", - "LaClare Farms Chandoka", - "LaClare Ziege Zacke Blue", - "Le Double Joie", - "Macconais", - "Melange", - "Melange Brie", - "Metronome", - "Minuet", - "Mt. Mazama Cheddar", - "Murazzano DOP", - "Poivre d'Ane", - "Seascape", - "Sharpham Savour", - "Snow Camp" - ], - "lat": { - "bdata": "YQlaN5SoN0BqeprdpKhGQKAX7lyYo0dAJcit7v2lRkDm7PiKyVlCQFnlnZ7SXENASf2rffA8SkDEmsqisFxJQFl6fmKuTEZAxXAaR1HkQ0DONjemJzdGQEn9q33wPEpAoBfuXJijR0Dm7PiKyVlCQObs+IrJWUJA5uz4islZQkDm7PiKyVlCQH+RhglZ/UVAcwjBT8E8RkCV9DC0Ok1HQObs+IrJWUJAxJrKorBcSUC+8VquI9ZBQA==", - "dtype": "f8" - }, - "legendgroup": "cow, goat", - "lon": { - "bdata": "K1fTUH6AWcAqlJz8muIWQKM1I3PT4xBA1IfkGlWkEkDxtz1BYrBdwGFQptHkZlrAijZsANv0UcBcuWlnRkkNwCLe30UEIFLAAfinVIkcWcDs/gzKD2xWwIo2bADb9FHAozUjc9PjEEDxtz1BYrBdwPG3PUFisF3A8bc9QWKwXcDxtz1BYrBdwNDv+zcvL17AyHK3kOwKIEA5DycwnTb+P/G3PUFisF3AXLlpZ0ZJDcDaXyzCg8JTwA==", - "dtype": "f8" - }, - "marker": { - "color": "#FF97FF" - }, - "mode": "markers", - "name": "cow, goat", - "showlegend": true, - "subplot": "map", - "type": "scattermap" - }, - { - "customdata": [ - [ - "Aubisque Pyrenees" - ], - [ - "Blenda" - ], - [ - "Blu Della Casera" - ], - [ - "Burgos" - ], - [ - "Cacio di Bosco al Tartufo" - ], - [ - "Caciotta Al Tartufo" - ], - [ - "Casciotta di Urbino" - ], - [ - "Chilli Caciotta" - ], - [ - "Crema de Blue" - ], - [ - "Cuajada" - ], - [ - "Manur" - ], - [ - "Matocq" - ], - [ - "Mi-Ewe" - ], - [ - "Mona" - ], - [ - "Morangie Brie" - ], - [ - "Muddlewell" - ], - [ - "Podhalanski" - ], - [ - "Sartori Limited Edition Pastorale Blend" - ], - [ - "Shepsog" - ] - ], - "hovertemplate": "%{hovertext}

milk=cow, sheep
latitude=%{lat}
longitude=%{lon}
cheese=%{customdata[0]}", - "hovertext": [ - "Aubisque Pyrenees", - "Blenda", - "Blu Della Casera", - "Burgos", - "Cacio di Bosco al Tartufo", - "Caciotta Al Tartufo", - "Casciotta di Urbino", - "Chilli Caciotta", - "Crema de Blue", - "Cuajada", - "Manur", - "Matocq", - "Mi-Ewe", - "Mona", - "Morangie Brie", - "Muddlewell", - "Podhalanski", - "Sartori Limited Edition Pastorale Blend", - "Shepsog" - ], - "lat": { - "bdata": "lfQwtDpNR0DF1EytrX9PQH1cGyrGh0ZAGJXUCWjGRECR1nMttbpFQHFXryKje0VAgB5Zr9jYRUDXNEryt1FFQJOGv8uxCURAveDTnLypQ0DUpdoCHQNGQJX0MLQ6TUdA5uz4islZQkDONjemJzdGQPIz5I7t50xATLbLyGplSkBHkEqxoxtKQM42N6YnN0ZAWXp+Yq5MRkA=", - "dtype": "f8" - }, - "legendgroup": "cow, sheep", - "lon": { - "bdata": "OQ8nMJ02/j9GWWTgJcksQJcDPdS2sR9AOJOA4hGOFMCWfh2TIEcmQMqkhjYA+yhADX+bnyNnKUDylNV0PVkpQOLRIcvdmVLAEu10MRdaE8AOFBxgmhM1QDkPJzCdNv4/8bc9QWKwXcDs/gzKD2xWwGhy1kxjOBDAtQnmnmRh2z/o3O16aSIzQOz+DMoPbFbAIt7fRQQgUsA=", - "dtype": "f8" - }, - "marker": { - "color": "#FECB52" - }, - "mode": "markers", - "name": "cow, sheep", - "showlegend": true, - "subplot": "map", - "type": "scattermap" - }, - { - "customdata": [ - [ - "Barilotto" - ], - [ - "Bufalino" - ], - [ - "Buff Blue" - ], - [ - "Paesanella Buffalo Ricotta" - ] - ], - "hovertemplate": "%{hovertext}

milk=buffalo
latitude=%{lat}
longitude=%{lon}
cheese=%{customdata[0]}", - "hovertext": [ - "Barilotto", - "Bufalino", - "Buff Blue", - "Paesanella Buffalo Ricotta" - ], - "lat": { - "bdata": "nUoGgCpuREDXNEryt1FFQFZWiWiqFUFA9CSfDa/GOMA=", - "dtype": "f8" - }, - "legendgroup": "buffalo", - "lon": { - "bdata": "zbG8qx6wLUDylNV0PVkpQLuxDo1lMl3AXI/C9SjYYEA=", - "dtype": "f8" - }, - "marker": { - "color": "#636efa" - }, - "mode": "markers", - "name": "buffalo", - "showlegend": true, - "subplot": "map", - "type": "scattermap" - }, - { - "customdata": [ - [ - "Blu di Bufala" - ], - [ - "Bufarolo" - ], - [ - "Caciobufala" - ], - [ - "Caciocavallo di Bufala" - ], - [ - "Campi" - ], - [ - "Caprese di Bufala" - ], - [ - "Casatica" - ], - [ - "Crescenza di Bufala" - ], - [ - "Moringhello" - ], - [ - "Mozzarella di Bufala DOP" - ], - [ - "Provoleta" - ], - [ - "Sbronzo" - ], - [ - "Squaquerone di Bufala" - ] - ], - "hovertemplate": "%{hovertext}

milk=water buffalo
latitude=%{lat}
longitude=%{lon}
cheese=%{customdata[0]}", - "hovertext": [ - "Blu di Bufala", - "Bufarolo", - "Caciobufala", - "Caciocavallo di Bufala", - "Campi", - "Caprese di Bufala", - "Casatica", - "Crescenza di Bufala", - "Moringhello", - "Mozzarella di Bufala DOP", - "Provoleta", - "Sbronzo", - "Squaquerone di Bufala" - ], - "lat": { - "bdata": "z9FP3QHJRkDP0U/dAclGQJ1KBoAqbkRA1zRK8rdRRUDP0U/dAclGQFSctLrm0kZAz9FP3QHJRkDP0U/dAclGQM/RT90ByUZAnUoGgCpuREDhitUwjX9BwJ1KBoAqbkRAz9FP3QHJRkA=", - "dtype": "f8" - }, - "legendgroup": "water buffalo", - "lon": { - "bdata": "ZhsTveeLI0BmGxO954sjQM2xvKsesC1A8pTVdD1ZKUBmGxO954sjQIBOnDepuydAZhsTveeLI0BmGxO954sjQGYbE73niyNAzbG8qx6wLUA84YDx5z1QwM2xvKsesC1AZhsTveeLI0A=", - "dtype": "f8" - }, - "marker": { - "color": "#EF553B" - }, - "mode": "markers", - "name": "water buffalo", - "showlegend": true, - "subplot": "map", - "type": "scattermap" - }, - { - "customdata": [ - [ - "Blue" - ], - [ - "Bree" - ], - [ - "Brick Lane Bree" - ], - [ - "Brixton Blue" - ], - [ - "Shamembert" - ], - [ - "Shoreditch Smoked" - ] - ], - "hovertemplate": "%{hovertext}

milk=plant-based
latitude=%{lat}
longitude=%{lon}
cheese=%{customdata[0]}", - "hovertext": [ - "Blue", - "Bree", - "Brick Lane Bree", - "Brixton Blue", - "Shamembert", - "Shoreditch Smoked" - ], - "lat": { - "bdata": "ZtmTwOZZS0Bm2ZPA5llLQGbZk8DmWUtAZtmTwOZZS0Bm2ZPA5llLQGbZk8DmWUtA", - "dtype": "f8" - }, - "legendgroup": "plant-based", - "lon": { - "bdata": "Fg1jHG02CsAWDWMcbTYKwBYNYxxtNgrAFg1jHG02CsAWDWMcbTYKwBYNYxxtNgrA", - "dtype": "f8" - }, - "marker": { - "color": "#00cc96" - }, - "mode": "markers", - "name": "plant-based", - "showlegend": true, - "subplot": "map", - "type": "scattermap" - }, - { - "customdata": [ - [ - "Bocconcini" - ], - [ - "Bufala Soldier" - ] - ], - "hovertemplate": "%{hovertext}

milk=cow, goat, water buffalo
latitude=%{lat}
longitude=%{lon}
cheese=%{customdata[0]}", - "hovertext": [ - "Bocconcini", - "Bufala Soldier" - ], - "lat": { - "bdata": "1zRK8rdRRUBZ5Z2e0lxDQA==", - "dtype": "f8" - }, - "legendgroup": "cow, goat, water buffalo", - "lon": { - "bdata": "8pTVdD1ZKUBhUKbR5GZawA==", - "dtype": "f8" - }, - "marker": { - "color": "#ab63fa" - }, - "mode": "markers", - "name": "cow, goat, water buffalo", - "showlegend": true, - "subplot": "map", - "type": "scattermap" - }, - { - "customdata": [ - [ - "Byaslag" - ] - ], - "hovertemplate": "%{hovertext}

milk=yak
latitude=%{lat}
longitude=%{lon}
cheese=%{customdata[0]}", - "hovertext": [ - "Byaslag" - ], - "lat": { - "bdata": "LvcT35ppR0A=", - "dtype": "f8" - }, - "legendgroup": "yak", - "lon": { - "bdata": "qJ2r92X2WUA=", - "dtype": "f8" - }, - "marker": { - "color": "#FFA15A" - }, - "mode": "markers", - "name": "yak", - "showlegend": true, - "subplot": "map", - "type": "scattermap" - }, - { - "customdata": [ - [ - "Caciotta" - ], - [ - "Mozzarella" - ] - ], - "hovertemplate": "%{hovertext}

milk=cow, goat, sheep, water buffalo
latitude=%{lat}
longitude=%{lon}
cheese=%{customdata[0]}", - "hovertext": [ - "Caciotta", - "Mozzarella" - ], - "lat": { - "bdata": "1zRK8rdRRUDXNEryt1FFQA==", - "dtype": "f8" - }, - "legendgroup": "cow, goat, sheep, water buffalo", - "lon": { - "bdata": "8pTVdD1ZKUDylNV0PVkpQA==", - "dtype": "f8" - }, - "marker": { - "color": "#19d3f3" - }, - "mode": "markers", - "name": "cow, goat, sheep, water buffalo", - "showlegend": true, - "subplot": "map", - "type": "scattermap" - }, - { - "customdata": [ - [ - "Caravane" - ] - ], - "hovertemplate": "%{hovertext}

milk=camel
latitude=%{lat}
longitude=%{lon}
cheese=%{customdata[0]}", - "hovertext": [ - "Caravane" - ], - "lat": { - "bdata": "Se/ApQhBNEA=", - "dtype": "f8" - }, - "legendgroup": "camel", - "lon": { - "bdata": "jOa3ntd6IsA=", - "dtype": "f8" - }, - "marker": { - "color": "#FF6692" - }, - "mode": "markers", - "name": "camel", - "showlegend": true, - "subplot": "map", - "type": "scattermap" - }, - { - "customdata": [ - [ - "Cilentano ai fichi" - ] - ], - "hovertemplate": "%{hovertext}

milk=buffalo, cow, sheep
latitude=%{lat}
longitude=%{lon}
cheese=%{customdata[0]}", - "hovertext": [ - "Cilentano ai fichi" - ], - "lat": { - "bdata": "8gRnlT6HQ0A=", - "dtype": "f8" - }, - "legendgroup": "buffalo, cow, sheep", - "lon": { - "bdata": "Q9g6gmWGMEA=", - "dtype": "f8" - }, - "marker": { - "color": "#B6E880" - }, - "mode": "markers", - "name": "buffalo, cow, sheep", - "showlegend": true, - "subplot": "map", - "type": "scattermap" - }, - { - "customdata": [ - [ - "Moose" - ] - ], - "hovertemplate": "%{hovertext}

milk=moose
latitude=%{lat}
longitude=%{lon}
cheese=%{customdata[0]}", - "hovertext": [ - "Moose" - ], - "lat": { - "bdata": "rI+Hvrv7T0A=", - "dtype": "f8" - }, - "legendgroup": "moose", - "lon": { - "bdata": "AAAAAAAAM0A=", - "dtype": "f8" - }, - "marker": { - "color": "#FF97FF" - }, - "mode": "markers", - "name": "moose", - "showlegend": true, - "subplot": "map", - "type": "scattermap" - }, - { - "customdata": [ - [ - "Pule" - ] - ], - "hovertemplate": "%{hovertext}

milk=donkey
latitude=%{lat}
longitude=%{lon}
cheese=%{customdata[0]}", - "hovertext": [ - "Pule" - ], - "lat": { - "bdata": "NJGI3wN5RkA=", - "dtype": "f8" - }, - "legendgroup": "donkey", - "lon": { - "bdata": "zDuYXqx/M0A=", - "dtype": "f8" - }, - "marker": { - "color": "#FECB52" - }, - "mode": "markers", - "name": "donkey", - "showlegend": true, - "subplot": "map", - "type": "scattermap" - } - ], - "layout": { - "height": 800, - "legend": { - "title": { - "text": "milk" - }, - "tracegroupgap": 0 - }, - "map": { - "center": { - "lat": 41.45684542346779, - "lon": -20.657924389403536 - }, - "domain": { - "x": [ - 0, - 1 - ], - "y": [ - 0, - 1 - ] - }, - "zoom": 1.5 - }, - "mapbox": { - "center": { - "lat": 41.45684542346779, - "lon": -20.657924389403536 - }, - "style": "open-street-map", - "zoom": 1.5 - }, - "margin": { - "b": 0, - "l": 0, - "r": 0, - "t": 0 - }, - "template": { - "data": { - "bar": [ - { - "error_x": { - "color": "#2a3f5f" - }, - "error_y": { - "color": "#2a3f5f" - }, - "marker": { - "line": { - "color": "#E5ECF6", - 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig = px.scatter_map(data, \n", " lat=\"latitude\", \n", @@ -15120,14 +289,24 @@ "fig.show();" ] }, + { + "cell_type": "markdown", + "id": "92f7516f-e401-4e27-be68-367558671913", + "metadata": {}, + "source": [ + "### Converting the text data to boolean values\n", + "\n", + "We want to transform the many characteristics of the cheeses to boolean values, to be able to use them as numeric data. " + ] + }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "id": "66ce4e4a-7006-411f-abd0-ee94d7cf99b3", "metadata": {}, "outputs": [], "source": [ - "def filter_df(df, cols=None):\n", + "def text_to_boolean(df, cols=None):\n", " if cols is None:\n", " cols = [\"milk\", \n", " \"color\",\n", @@ -15156,392 +335,6 @@ " return df.copy()" ] }, - { - "cell_type": "code", - "execution_count": 13, - "id": "fda6aaad-7b1e-4daa-8d28-cd049df9cec2", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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1182SveciaostSwedenLow-laying regionsFalseFalseLow-laying regions, Sweden59.67497114.520858FalseTrue...FalseFalseFalseFalseFalseFalseFalseFalseFalseFalse
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1185Sweet Style SwissSwitzerlandFalseFalse, Switzerland46.7985628.231974TrueTrue...FalseFalseTrueFalseFalseFalseFalseFalseFalseFalse
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1182SveciaostSwedenLow-laying regionsFalseFalseLow-laying regions, Sweden59.67497114.5208580.9529410.843137...FalseFalseFalseFalseFalseFalseFalseFalseFalseFalse
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1140 rows × 175 columns

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" - ], - "text/plain": [ - " cheese country region vegetarian \\\n", - "0 Aarewasser Switzerland False \n", - "1 Abbaye de Belloc France Pays Basque True \n", - "2 Abbaye de Belval France False \n", - "3 Abbaye de Citeaux France Burgundy False \n", - "4 Abbaye de Tamié France Savoie False \n", - "... ... ... ... ... \n", - "1182 Sveciaost Sweden Low-laying regions False \n", - "1183 Swag Australia South Australia True \n", - "1184 Swaledale England Swaledale, North Yorkshire True \n", - "1185 Sweet Style Swiss Switzerland False \n", - "1186 Swiss cheese United States True \n", - "\n", - " vegan location latitude longitude \\\n", - "0 False , Switzerland 46.798562 8.231974 \n", - "1 False Pays Basque, France 47.686790 7.392763 \n", - "2 False , France 46.603354 1.888334 \n", - "3 False Burgundy, France 47.278087 4.222486 \n", - "4 False Savoie, France 45.494895 6.384660 \n", - "... ... ... ... ... \n", - "1182 False Low-laying regions, Sweden 59.674971 14.520858 \n", - "1183 False South Australia, Australia -30.534367 135.630121 \n", - "1184 False Swaledale, North Yorkshire, England 54.382993 -1.984136 \n", - "1185 False , Switzerland 46.798562 8.231974 \n", - "1186 False , United States 39.783730 -100.445882 \n", - "\n", - " color_r color_g ... floral pecan nutty brown cream \\\n", - "0 0.921569 0.847059 ... False False False False False \n", - "1 0.921569 0.847059 ... False False False False False \n", - "2 0.909804 0.784314 ... False False False False False \n", - "3 0.972549 0.972549 ... False False False False False \n", - "4 0.972549 0.972549 ... False False True False False \n", - "... ... ... ... ... ... ... ... ... \n", - "1182 0.952941 0.843137 ... False False False False False \n", - "1183 0.972549 0.972549 ... False False False False False \n", - "1184 0.921569 0.847059 ... True False False False False \n", - "1185 0.000000 0.000000 ... False False True False False \n", - "1186 0.952941 0.843137 ... False False True False False \n", - "\n", - " burnt caramel chalky pale white pink and white tart \n", - "0 False False False False False \n", - "1 True False False False False \n", - "2 False False False False False \n", - "3 False False False False False \n", - "4 False False False False False \n", - "... ... ... ... ... ... \n", - "1182 False False False False False \n", - "1183 False False False False False \n", - "1184 False False False False False \n", - "1185 False False False False False \n", - "1186 False False False False False \n", - "\n", - "[1140 rows x 175 columns]" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "data_features=filter_df(data)\n", + "data[\"color_r\"], data[\"color_g\"], data[\"color_b\"] = color_columns(data)\n", + "data_features=text_to_boolean(data)\n", "data_features" ] }, @@ -15990,408 +407,28 @@ ] }, { - "cell_type": "code", - "execution_count": 17, - "id": "24e7ff6e-c308-4cc8-aeac-eeb372f4c479", + "cell_type": "markdown", + "id": "48cbb634-6754-4956-a945-539d329812ef", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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1Abbaye de BellocFrancePays BasqueTrueFalsePays Basque, France47.6867907.3927630.9215690.847059...FalseFalseFalseFalseFalseTrueFalseFalseFalseFalse
2Abbaye de BelvalFranceFalseFalse, France46.6033541.8883340.9098040.784314...FalseFalseFalseFalseFalseFalseFalseFalseFalseFalse
3Abbaye de CiteauxFranceBurgundyFalseFalseBurgundy, France47.2780874.2224860.9725490.972549...FalseFalseFalseFalseFalseFalseFalseFalseFalseFalse
4Abbaye de TamiéFranceSavoieFalseFalseSavoie, France45.4948956.3846600.9725490.972549...FalseFalseTrueFalseFalseFalseFalseFalseFalseFalse
..................................................................
1182SveciaostSwedenLow-laying regionsFalseFalseLow-laying regions, Sweden59.67497114.5208580.9529410.843137...FalseFalseFalseFalseFalseFalseFalseFalseFalseFalse
1183SwagAustraliaSouth AustraliaTrueFalseSouth Australia, Australia-30.534367135.6301210.9725490.972549...FalseFalseFalseFalseFalseFalseFalseFalseFalseFalse
1184SwaledaleEnglandSwaledale, North YorkshireTrueFalseSwaledale, North Yorkshire, England54.382993-1.9841360.9215690.847059...TrueFalseFalseFalseFalseFalseFalseFalseFalseFalse
1185Sweet Style SwissSwitzerlandFalseFalse, Switzerland46.7985628.2319740.0000000.000000...FalseFalseTrueFalseFalseFalseFalseFalseFalseFalse
1186Swiss cheeseUnited StatesTrueFalse, United States39.783730-100.4458820.9529410.843137...FalseFalseTrueFalseFalseFalseFalseFalseFalseFalse
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1140 rows × 175 columns

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" - ], - "text/plain": [ - " cheese country region vegetarian \\\n", - "0 Aarewasser Switzerland False \n", - "1 Abbaye de Belloc France Pays Basque True \n", - "2 Abbaye de Belval France False \n", - "3 Abbaye de Citeaux France Burgundy False \n", - "4 Abbaye de Tamié France Savoie False \n", - "... ... ... ... ... \n", - "1182 Sveciaost Sweden Low-laying regions False \n", - "1183 Swag Australia South Australia True \n", - "1184 Swaledale England Swaledale, North Yorkshire True \n", - "1185 Sweet Style Swiss Switzerland False \n", - "1186 Swiss cheese United States True \n", - "\n", - " vegan location latitude longitude \\\n", - "0 False , Switzerland 46.798562 8.231974 \n", - "1 False Pays Basque, France 47.686790 7.392763 \n", - "2 False , France 46.603354 1.888334 \n", - "3 False Burgundy, France 47.278087 4.222486 \n", - "4 False Savoie, France 45.494895 6.384660 \n", - "... ... ... ... ... \n", - "1182 False Low-laying regions, Sweden 59.674971 14.520858 \n", - "1183 False South Australia, Australia -30.534367 135.630121 \n", - "1184 False Swaledale, North Yorkshire, England 54.382993 -1.984136 \n", - "1185 False , Switzerland 46.798562 8.231974 \n", - "1186 False , United States 39.783730 -100.445882 \n", - "\n", - " color_r color_g ... floral pecan nutty brown cream \\\n", - "0 0.921569 0.847059 ... False False False False False \n", - "1 0.921569 0.847059 ... False False False False False \n", - "2 0.909804 0.784314 ... False False False False False \n", - "3 0.972549 0.972549 ... False False False False False \n", - "4 0.972549 0.972549 ... False False True False False \n", - "... ... ... ... ... ... ... ... ... \n", - "1182 0.952941 0.843137 ... False False False False False \n", - "1183 0.972549 0.972549 ... False False False False False \n", - "1184 0.921569 0.847059 ... True False False False False \n", - "1185 0.000000 0.000000 ... False False True False False \n", - "1186 0.952941 0.843137 ... False False True False False \n", - "\n", - " burnt caramel chalky pale white pink and white tart \n", - "0 False False False False False \n", - "1 True False False False False \n", - "2 False False False False False \n", - "3 False False False False False \n", - "4 False False False False False \n", - "... ... ... ... ... ... \n", - "1182 False False False False False \n", - "1183 False False False False False \n", - "1184 False False False False False \n", - "1185 False False False False False \n", - "1186 False False False False False \n", - "\n", - "[1140 rows x 175 columns]" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "data_features.drop(columns=[\"region\"])\n", - "data_features" + "In this part, we achieved to do two things for the classification: create a decision tree on the database and, given a cheese and its characteristics, find where it originates from. \n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "da7e65cd-5324-496b-affd-246ae4cf9813", + "metadata": {}, + "source": [ + "### II.A Decision tree" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "id": "a8d0848f-b844-4a08-976d-4d1370070f73", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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Y6t0K3nxQoduOKC266l5tvw4B6nvdCI144Go5edasV3vO5Pe1+9e1JrEvstaf+XdaVKLWzJynfQs3qii38l5tn9bNNGbazRp057iz1pyLC4q09bs/te37ZUqJqLxX28HNSQNvH6sJz94pB1fLerV3zV2jnx82nYU7dfkH6jC0lyQpPyNH6z9boJ1zVik7ufJebTsne3UfO1Bjp9+qZl1aW3R+fYgLCtfmr5foxIZ9yoitvE4uSTb2tmo/uIeGP3i1ul8+oMbnlZWUave8ddo7f51O7zyuimr0ars18VLrfp3VfdxA9Rw/SI4e9Gqfj0qLzX9fVp2fGZkJaWax5l1r9ncMzbubr4sPilBWYlq1f04CAAAAAABc6CoqKrTwjz805+dftHb9+uo9h9HLSwMuuURjL79c1159lZo2rd7fsGdnZ2vZihXasHGjNm/ZqsioqmdSd+rYUTfdeIMee/hheXrWbLbrpPvu008//2ISKy8qPPPvyMhIvfP+DM2bP1+5uZXPpG7bpo2eeWq67p006ZzPYfziq6/11TffKCy88pnUbm5umnTXXXr1pRfl6mpZDf3HOXN0z/0PmMQ2rl2jEcOHS5IyMjL04ccf6/vZPyopKamyLeTk5KQrJozX888+q25du1p0fn04dvy4Pv38C61Zt1YxMWefSW1vb6/hQ4fq0Ycf1oTx42p8XklJieb88ot++fVXbdu+o3rPYWzaVAP799fECeN11RVXyKOGzwNF/ars+ykrO6sRMrGcl6d5PbqgoPLff1UlLz/fLMZ7FgAAAAAAXEwqKir056LVmv/LYm1et6NaNW9PL3f16d9LIy8fpglXj1GTpr7VOisnO1drlm/Ulo07tXPrXkVHnr3G+bf2Hdvomhsn6L5H7pCHp3u1zvlfj977jOb/vNgkllJ86sy/oyNjNev9r7Xot+XKy618tkertgGa8tQDun3SDeeoeRdq9ldzNfubeYoMq3xuiaubi269+zo9/dIUubg6W/Q65s35Q1Pue9YktmTdzxo8vL8kKTMjS1989IN+mb1AKUmple7h6OSoyydcqmnPTlbnbh0sOr8+nDgWou+++Fkb125TXEzCWe+zt7fTwGGX6L6Hb9eY8ZfW+LySkhLN/2WJFsxdqt3b91er5u3X1Fd9+/fS5RMv07grRsrdw63G56P+VPb9lJNV+e+w/i0qIkZREaY/i2xtbdRvYG+Lc7hkUB/Z2tqo+F893xGnoxQTFacWLZtbvB8AAAAAAABqpqKiQoeXp2vvgmQFb81SWUlFlWucPKzVqrezOl/moZ7jPOXmV73nixXklOr4ugyd2pal0F3ZSo8pqnKNXzsH9b7KS8MmNZGTh021zvlfv0w9rb0LTGdXfBL3z/ME02IKte7TOB1YkqqivMrroN6t7DTqkeYaeIvvOeaLlGn7T0na/nOiUiMrf20Orlbqf5Ovxj3pLwcXa4tex575yZr7RJhJ7LEFXdR+0F912PzMUm38Ol675iUrJ6Xy31/YOhrVbbSHxkzxV7NOjhadXx/iT+Zp6+xEndyUqYz44rPeZ2NvUNsBrho+qam6jqp532pZSbn2LkzRvkWpCtuTrWqMtJarn41a93FRt1Ee6n65pxzdLfu64dycPMw/nyWF1fjCVKI433wdXy8AAHCx4r+CAABAowoODdU9j07R3gMHLVqXlp6ulevWa+W69Zr5+Rc6fXB/lWvueHCyFq9YqcLCwirv/d8cX39/hj78/HO9+cLzeuyB+y1aX5Uffpmrqc+/oPz8c/9Rf1hEpB6c9qQWr1iped9+IxcX0wbPA4eP6Lb7H9TpiIhz7pOVna1ZX32thUv/1Jo/FqhT+/a1fg2StHHrNt350MNKTE4+5315efmav3iJ/li+QtMfe0SvPvO0rKys6iQHS8TGx+v519/Ub38srlbjc2FhodZu3KS1Gzdp8ID++m7Wx2rf1rIBxLv27dP9U6YpODTUonUJSUlavHyFFi9foeGDB2nD0sVVL0KDi40zHyjv5dVwA6VjKjnfYDDIy7PmvywpKirSg1OfUEXFP78UfHbq4xa/9wEAAAAAAC4WEfEhevmrh3QsrOqa9b9l5qZr2+E12nZ4jeas/EQrPz5e5ZrnPr9XG/f9qaISy2reEfGn9NUfb+unFbP02I2v6Naxky1aX5XFm3/Se3OeVmGR+UDaf4tJCtfr3z2mDfuW6f3HfpSTg+lD/U5EHNIzn05STFLYWXb4S25+ln5Z9bnW7l6sr5//U62bdaz1a5CkvUFb9PwX9yo1s/Kh2n8rKMrT6l0LtX7vUt09caomX/+CrIwNX/NOSovTrPmvaPXOBSqvRtdzUUmhdh5dr51H1yuw40C9+sAXatmknUVnHgndo1e/eVgR8aeqvvlfUjITtWHfn9qw708t2zZU37240qL1uHhEJ5p//3dpHdgImQAAAAAAADSOkMgo3f/Gu9oXdNKidWlZ2Vq1Y7dW7ditj+fOV/Di36pcc/fLb2rplq0qLDr7IIdKc4yK1pvf/aiP5v6m1x66X4/cdJ1F66vy458r9OTMT5VfRf93eGy8Hn7nAy3dvE0/v/mKXJxMB2QcDA7RnS++rrDYuHPuk5Wbp09/W6BFGzZp5acfqmOrlrV+DZK0ef9BTXrlTSWmpZ/zvryCQi1Yt1FLNm3VE7ffrJfun9Q4fdbJyXrp82/0+7qN1euzLirWut37tG73Pg3q2V1fv/CM2gX4W3Tm7mNBeujN9xQSVfng8bNJTE3T0s1btXTzVg3rvUZrvvjYovVoGKcreSBoYMeqB7gfDQ1TUbHpUJwm3l5q1ax6D6r9XwN7dNOCdRtNYvtPBmto715nXVPZz+CBPbrV6PzWzZupiZenyc+CwqJiHQ8LV5/OnWq0JwAAAAAAwMUkMzNUW7dPUUrKAYvWFRWlKyZ2nWJi1+nY8S910w1V93pv3vKQIqNWqqzMsl7trKxQHTo8Q8eOf66+fV5Q1y51O58k5NRc7d7zgkpLz92rnZMTqe07nlBk5Apdeum3srUxnU+SmnpEmzY/oOycc88nKS7OVlDQ14qI+FPjLl8od/e6mU8SH79Nm7dOVkHBueeTlJbmKzxisSKjlqt7t0fVO/BpGRuhVzsvL1779r+h8IjFqqhGr3ZZWaHi4jYpLm6T/Pz6a+jgWXJzs2xGQ1LyPm3bPlVZWZbNJ8kvSFJk1ApFRq3Q6SaDNX4c80nqUnTMOrNYQMDljZAJAAAAAAAAaivxVLTmTH5fkfuDLVqXl56t42v26PiaPVr/yQK9ceyXKtfMvu9tHV62XSWFlvVqJ52K1op35mj9J7/rypfv1aUPXWPR+qrsmLNKC575XMX5566Fp0TEa+6UmTq8bLvunf2i7F1Me7WjD53S9/e8pZTwc/dqF2TlaePni3Rw8RZNWfq+mnQIqPVrkKSQLYc0+/53lJ107l7torxC7V+0SYf+3KbRj9+oic/fJWMj9GpnxKVoyavfaf/CTaqoRq92SWGxTmzYrxMb9qvtwG664/Pp8m1rWa92+N4T+vmRD5R0yrJe7azENB1etl2Hl23X7qE9NW35hxatR8NICTP/3gvoVXWvdl56tlnMydO1Rjk4urvIYDCYzLCWpMgDweo5YXCN9gQAAAAAALiQBAeHaNL992vP3r0WrUtLS9OKVau0YtUqffjRRwo/FVLlmtvvukt/LFlq+XMYQ0L02htv6oOZH+mt11/XlEcfsWh9Vb6fPVuPP/Gk8vPP3eccFh6uByY/rMVLluq3ub/IxcV0JvWBgwd1y+136HTYuWdSZ2Vl6eNPPtGCRYu0buVKdepUNzOpN27apNvvnqTExMRz3peXl6fffl+gRYuX6Kknn9BrL7/cOPNBYmP13Isvat7836v9HMY169Zpzbp1GjJ4kL7/+hu1b2/ZTOpdu3fr3gceVHBI1e/Xf0tISNAfS5bojyVLNGL4MG1cu9ai9WgYMbHm80G8G/A5jLXRtm0bOTs7Kzc390wsMzNTiYmJatKkiUV7Vfb+7tGje61zBAAAAAAAuBCEBofpsfue1YG9Ryxal56WqXUrN2vdys364qMfdODUxirXPHTnk1qxZK0KC4ssyzEkXO+/8ak+m/m9XnjjCT3w6J0Wra/KL7MX6IVpbyo/v+Cc90WGReuJh17UiiVr9d3cj+XsYjrb48jB47r/9mmKOB11zn2ys3L01awftXThKi1a9aPad2pb69cgSds27dJDd01XcmLKOe/Lz8vX4t9XaPnitXr0yfv0zCtTGqXmHR+bqDde+EB/zF9ezZp3kTat3aZNa7ep/+A+mvXNO2rbvpVFZ+7bfUiP3/+cQkPCLVqXlJCsFUvWasWStRo8vL+WrPvZovVoGHGxCWYxT2+PKtcd3HfULNazdzfZ2dlanIO9vZ16BHbV/j2HTeKH9h9Ti5bNLd4PAAAAAAAAlks6XaBfpp5W1KHcqm/+l7yMUgVtyFTQhkxt/Cper+7uXeWanx4N1dFVaSoprKjy3v/NcdWHsdrwZbyueDZAw++t2fPZzmbXvCQteilSxQXnrr2mRhbpt6fCdXRVuu7+soPsnU1rxdFHc/XT5FClRJ67l70gu0ybv03QoWVpenR+F/m1c6j1a5CkU9uzNOexUGUnl5zzvuL8ch1cmqYjK9M1cnIzjZ/eQkYrQ53kYImM+CIteydaB5akqhojrVVSWKHgzVkK3pylNpe46NYP28q3jWWfu4j9Ofr1yTAlnT737zj+V3ZSiY6sTNeRlelqNzBFUxZ2tWg9zq15FycdXJpmErP0ayRJZSXlSos2/f6zdTTKu5V9rfIDAAC4UBkbOwEAAHDxOnI8SCMmXqW9Bw7Wap+KataSV65bb/GQkX/Ly8vXtOdf1D2PTqlWk251vP/Jp3pg6hNVNlz/2+r1G3TDpHtUVlZ2JrZp23ZddtXVOh1x7ocp/ltcQoJGXXWtoisZjmCplevWa8JNtygx+dwPU/y3kpISvTPzY901+RGT19IQ9h48qP6jxujXhYtq9LXcsXuPhoyboO2791R7zbrNWzTm2hsUHGrZwxT/V3Xf72hYKampiq9kyE7zppYN6aiNo0FBZjFvL0/Z2lrevP23t2Z+ZPKe7dyhg56e8miN9wMAAAAAAPgvC4k6pntev1zHwvbXap//fXDZ2Ww7vEZFJTWveRcU5en9n5/WS189WGc179nLZuq1bx9VYdG5B2v/244ja/Xkx7errPyfOvG+oK26941xikk692Dtf0vOiNf9b01QQmqMRTlXZtvhNXr4vWuUmplU7TWlZSX6bukMvfDF/SavpSEcC9uvW18appU75qu8Ot3W/+NQyC7d9cpIHQrZWe01u45t1INvX6GI+FMWn/dvFaLojcpFxIcoLPakSay5Tyt1atmzkTICAAAAAABoWEdDT2vUQ1O0L+hk1TefQ3Vrzqt37lJhUXGNz8krKNT0jz7V/a+/U2c15w/m/KrJb89QvgX932t27dEtz71s0pu85cAhjZn8uMJi46q9T3xKqsY+Mk3RidWvE5/N6p27deXUp5WYll7tNSWlpXrvx190z2tvN3if9b6gkxpy94P6bc36Gn0tdx45phH3P6wdh82HEp/Nhj37Nf7RJxQSFW3xef9W3fc7GlZJaalWbDP9HYTRaNSVw4dUufbYafPfFfXq0L7GufTq2MEsdvTUaYtz6NnAOQAAAAAAAEBKSz+uFSuvVErKgVruVL06YkzsepWV1bxXu7Q0X7v3vKCt2x5TRQ36eytz5Ogn2r5jmkpLq9+rHRu3QRs2TlL5v/qb4xO2a8Wqq5SdU/35JPn5CVq5+hrl5tZ+PklMzHqtWXezCgqqP5+kvLxER45+pC3bHjF5LQ0hJeWgli4brbDwRTX6WiYl7dGyFeOVmLS72mvi4jZr1errlZVVy/kk9GrXuYTE7WYxTw8GkAMAAAAAAFxoYo+FaebYaYrcH1yrfapbgzu+do9KCmveq12UV6gFz3yuOZPfr7Ne7bUf/aa5j32o4vzq18KD1u3VN3e8pvJ/9TeHbD2sjyY8oZTw6vdqZ8an6uOJ05UeU/te7eNr9+iz655TdlL1e7XLSkq1+oNf9eMD75q8loYQeSBY7414WPt+36CKGnwtw3Yd14xRU3R617Fqrzm58YBmXfmUkk7Vrlebodjnp7KSUh1dZdqrbTAa1XPC4CrXVvZzydrWukZ5GI1GWdmYr405Sp80AAAAAAD47zty9KiGjRypPXv31mqf6tacV6xaXcvnMOZp6pNPatJ999VZzfm9Dz7Q/Q9NVn5+9fucV61Zo+tvutn0OYybN2vEqNE6HVb9mdRxcXG67PLLFR1dyxqopJWrVmvcFVcqsZLn0J1NSUmJ3n73Pd05aVLDP4dx3z71GzRYc+f9VqOv5fYdOzVo+HBt37Gj2mvWrV+vUWPHKTgkxOLz/o35IOenlJQUxcfHm8WbN2/eCNlYztraWmPHjDGLL1q8xOK9Fv2x2Cw2fuzYmqQFAAAAAABwQTl+5KSuuOxWHdh7pFb7VLcGuG7VZhUWFtX4nPy8fL3wxJt69N5n6qzm/cmMbzTtwReUn19Q7TUbVm/VpJseM6kTb9+8W1eOvF0Rp6OqvU9CXJKuHnOnYqPN63SWWrdqs26aeJ+SE1OqvaakpEQfvfulHr77qQaveR/cd0SjBl6rhfP+rNHXcs+OAxo/7Ebt3lH9Z4huXr9D111+l0JDwi0+79+oeZ+fUlPSlRhvPtumaTO/KtcGHTX/W5NuvTrXOJfugV3MYseP1O7ZAwAAAAAAAKieuKA8fXzNcUUdyq3dRtUsA57YkKGSwprXDIvzy7Xo5Uj9MvW0ysvrpva47vM4zZseruKC6tdeT2zM1Pf3h6i87J8cTu3I0ifXBSklsvq97FmJxfr0hiClx9X8dwF/C9qQoS9vP6ns5JJqrykrqdDaT+L085RQk9fSEKIO5eiD8ce0/49U1WQ8efjeHH105XGF7c2u9prgrZn67KYTSjpd/d9xoGF0G+1hFju+LkOlxZa9OU5sylRRnumaTsPdZWVtqFV+AAAAF6qaTUwDAACopaKiIt12/4NKTUszu+bp4aEhA/qrXZs28nB3k52tnXJyc5WVnaWQ02E6fuKk4hISap2Do6ODOrfvoK6dO8nXx0euLs6ytbFVdm6OYmLjdODwEZ2oZCjEnN/mq02rVnpx+hO1Ov+PZcv1/OtvnvnY2tpaA/v1U9/AXvLx9lJ+foGCQ0O1ZsNG5eSaFujXb96ij7/8Wk8++rBCQk/rujvvVl7eP8NKunbqqGGDBsnP11dWVkZFRcdo9YaNiv2fQQiJycma8sxzWjL35xq/jvDISD3xwksqKfmn8NzE11djR10m/2bNZWdnq4TEJG3evqPSz+dvfyyWg4O9vp31cY1zsMT6LVt0ze13qaDAvAjs4+2lgf36qWP7dvJwd1dJSYkSk5K1ffduHTth2rSalp6ucTfcpF1rV6lb53M3yKampemOBydXemZTPz8N6n+J2rRqKXc3N1lbWSs7J0eZWZk6eSpUx06cUEqq+fcJzi+//L7QrCHez9dHnTt0aLAc5vw23yw2fHDVw7XP5tiJE5rxyWdnPjYYDPpy5geytbWt8Z4AAAAAAAD/VcUlRXr2s7uVkWNey3Nz9lBgx0EKaNJWrk7usrW2U15hrnLysxQVH6rQmCAlZ9R+OIa9naPaNOuotv6d5eXmKycHV9lY2yivIEcJaTE6EX5I4XHmAwCWbftVLfza6IFrnqnV+ev3LtWs314587G1lbV6tu+vrm16y8PVWwVFBYqID9HOI+uVV5hjsnb38Y36ZdVnumvC44qMP6VpH92igqK8M9fb+ndWn05D5O3uJ6PRqPiUaO04sk5J6aYPfEzNTNK7Pz2pWU/+XuPXEZscrhk/P6vSsn9q3t7ufhrcc7T8PP1la2OrlIxE7TuxtdLP5+pdC2Rva69XH/iixjlYYvfxTZr64U0qLDavP3u4eqtn+/5q3ayDXJ3cVVpaqpTMRB0K2anQmCCTezNz0zX53av1y+ub1a6F+WCHf8vISdXzn99T6Zk+7k3Us8MAtfBrLRdHN1lZWSuvIEfZeZmKiAvRqZjjyshOrd2Lxn9eWXmZ3vvpabP4/Vc/JaPR2AgZAQAAAAAANKyi4mLd+eLrSs3MMrvm6eqqQb26q10Lf3m4uMjWxka5+fnKzM1VaFSMjoeFKz6l9jU4R3t7dWoVoC5tWsvX01OuTo6ysbFRTl6eYpKSdfBkiE5GRJqt+2XlGrXxb67n7rmzVucv3rhFL33xzZmPra2sNKBHN/Xp3FHe7u4qKCpScGSU1u3aq5z/eeDjhr379clvCzTttpt1KipaNz79ovIK/hnw0aVNKw0N7CU/L09ZGY2KSkjUml17FJdsOnw6MS1dT3wwSws/eLvGryM8Ll5PffyZSkpLz8SaeHlqzMD+8vfzlZ2NjeJTU7X1wOFKP5+/r90gBzs7ffWCeb2sPmzcu1/XP/WCCorMh5v4eLirf/eu6tgyQO4uLiotLVViWrp2HD6q42GmQ6nTsrJ1xeNPadsPX6pr2zbnPDM1M1N3v/JGpWc28fbSwB7d1KZ5M7m5OMvayko5efnKyM5RSGSUjoeFKyUjs1avGfXvgzm/KjbJdLj1zZePUhv/qh/oGB5r/ju0gCZVD8U+G38/H/Mz4s79e7rzIQcAAAAAAICLXVlZkTZtflCFRea92nZ2HvLz6y831zaytXWXlZWtSkpyVVycrays00rPOKn8/NrPJ7G2dpS7W3t5eHSSvb2PbG1dZDTaqKQkV7m5sUpNO6LMTPN5GqGn58vFpZUCez1Zq/MjIpdp/4F/5pMYDNby8+0nb+9esrf3UllZgTIzQxUbt1ElJabzSeLjtygo6Ct17/6IMrNOa/2Gu1Ra+k9t3d29k5o2GSgHB18ZDFbKzY1RbOwG5eWb1q0KCpK1a/dzGj2q5vNJsnMitWfPiyov/6dX28HBV/7+I+Xs1ExGo53y8xOVkLij0s9nePgfsray19AhH9c4B0vExW/RuvV3qqzMvG/a3t5bvr595e7WXra2biovL1VBQZISk3YrI8N0PklRUbpWr7lJV16xWp4e555PUliYps1bJld6pqODn3z9LpGrSyvZ2rrJaLBScUmOiouzlJl5SukZJ1VYSK92fSktLTR7XxoMRnl4dDzzcXl5mWJi1ykqaoVSUg8rLzdWZeXFsrNzl72dtzw8Oql58xFq4T9SDg6+Df0SAAAAAAAAIKmkqFjf3/OWctPMe7WdPFzUdlB3+bZpLkd3F1nb2agwN18FWXlKCo1R/IkIZcbXvgZn62ivJh0C1KxLK7n4eMjexVHWttYqzMlXemyyog+dUkJwlNm63b+ulXfrZhr/9O21Ov/Q0q1a8up3Zz42WlupTf+uahnYUS7ebiouKFJiSJRObNivwhzTXu3gTQe04fNFGj3lRiWFxujr215WUd4/vdpNO7dS+8E95OrnKaPRqLToRAWt36fMONNe7eykdM1/6jNN/u2NGr+OlIgELXzuC5WV/NOr7ernqa6j+8mjua+sbW2UlZimU9sOV/r53L9wk2zs7XTH59NrnIMlgjcd0Je3vKySAvO+aWdvd7Xp30VN2reQo7uLykpLlZWYrtO7jik+KMLk3rz0bH16zbN6ZuNnatal9TnPzE3L0uz73q70TLcmXmrTv6t8WjeVg5uzjNZWKszJV35mjhJDohUXFKHc1MxavWbUvzUf/aaMWNPvr343XiafNs2qXOvo7qyclEyTWEFWXuU3V6E4v1ClxeYPRk0Jp08aAAAAAAD8txUVFemW2+9Qaqp57djT01NDBw9Wu3bt5OHh/v/PYcxRZmaWTp06pWNBQYqLi6tkV8s4Ojqqc6dO6ta1i3x9/eTq6vLXcxhzshUTE6P9Bw7qxMmTZut++vkXtWnTRi89/3ytzl+0eLGee+HFMx9bW1tr0MAB6tunr3x8vJWfn6/g4BCtXrtWOTmmM6nXbdigj2Z9oulPTFNIyCldc8ONysv7p0bVtUsXDRs6VE2a+MnKykqRkVFavXaNYmNNP2+JiYl6bOo0Lf1jUY1fR1h4uKZNf8r0OYxNmmjs5WPUwt9fdnb/x95dhzd5dn8A/6bu7oW2UIUaXtzd3XU4DBmMsY0JPtwGGzLc3d2lpcUpdaeUuluapGneP3hX9vAkTfI0pcj5XNeu683JLSf0gev3u3N6bm0kJ6fgzt27Uv88Dx89Bh1dXezcto1zDsq4cfMm+gwYKP0eRktLNG/aFO7u7jA1fXcPY0pKKh74++NVSAhjbFZWFrr06Ikg/wfw8vSscM/MzEyMGDNW+j2MtrZo0awZateuDROTf+9hzEdOTi4iIiIQHBKCjIwMKauST8n+g4fY9zBaW6OOh0c1ZaS8ObNn4eTp04zPsXzlSgwa0B9WVorVb+/aswfPnj9nxDq0awdfHx+V5koIIYQQQgghhBDyqREIhJg08jtkZeaw3jM1M0HTFg1R29UJxiZG0NbWQmFBEfLyChATFYfwkCikvE2rdA56erpw9XCGh6crrKwsYGBkAC0tTRTkFyLpTTJePg1BZHgMa97R/adRq7YD5i6YXqn9z5+6iiUL1pS/1tDQQONm9VG/kTfMLczAL+YjKiIOt67dQ2EBs+byzg1/bN24B9PnjEdMZBxGD5yG4qL3tdgedV3RrHVjWFtbQk1dDW9ev8XNq/eQnJTKWCc9NQM/zlqMA6e3cv4c8XGJ+GXucsaZt5WNJTp0aQ37GjbQ0tZCako6/O8ESf3zPHX0AnR0dbBxO/e+3Mq4e9Mfo/pPBf8/PcT/ZWFphsZN68PFvTZMTI0hEpUiLTUdQQ+eIiyE2f8hOysXg7t/g6v+J1DHy63CPbMyszFl9Bype1rbWqFJswZwql0TxiZG0NDQQEF+IXJz8xAdEYuwV5HIzMiu3IcmVe74wTOsM29Lawu41XGWOzchLpEVq+kgv5e2LPY1bBXagxBCCCGEEEIIIYSolkhQhj3TolGUXcp6T89EA85+hrCspQM9Yw1oaKmhpEgMfl4p0uNKkBxejLxUYaVz0NJVg7WrLmzd9WBoqQkdA3VoaPFQUiBGzlshEoMLkRrFrs19dDwDFo466PpdjUrt/+JiFs4vf38WpabBQ61GBnD0NYC+uSZE/DKkRvMRficXgkIxY27kvTzc3pGCDlPskBbDxz/jIyEsLit/39ZdF85NjWBkqQU1dSA7SYCwW7nITWH+ueWni3BiQTwm7eFej5r5ugSnfk+AWPT+zM/IShN12pnA1E4bGlo85KUJER2QL/XP8+mZLGjqqGH4WhfOOSgj8l4uto+LhKikjPWegbkGajUyhLWLLnSNNVAmkiAvXYi4RwVIDmf2eCnKKcVfw8Ix96I37Dz0KtyzMFuEvdOjpe5pZK2J2o0MYeGkA10jDahp8FBSUAp+nhip0XwkhxehMIv994Sojq27Huq2N0HYrdzyWF6qEDf/SkaX2Yr9PRcUiXH+D/bZcruJ7DNoQgghhJCvhUZ1J0AIIYSQr9O+I0cRER3NiFlamGPD8mUY2Kc31NXVK5wfFROLyzduYP/RY8jJZTfIlsXSwhzDBw5Ej86d0KpZU2hqalY4PjQiAktXr8Xxs+cY8SWr16BH506o7+Ot8N4fmjLnfTPnUUMGY+kvP8Peln1QlZmVhalz5+H0hYuM+LK16/DNyOEYPnES8v/fiKRp40ZYv2wpGjeoz1qntLQUKzduwu9/rGTEL1y9hnsBD9G6eTNOn+OnxUtR+P8mJ2ampli7dDFGDBoINTU11tgHgUGY8t1c1s9+98HD6N21K3p168opB0UlJSdj5KSprIYfdd3dsein+ejdravMZ+/J8xf4/tff8SAwsDzG5/MxbPwkBF6/An19fZn7rv97KzKzmJeH1nZyxKaVK9C1Q3u5eb8MCcWl69ex99ARuWPJx1daWorte/ay4j06dQKPx/soOcTGJ+DKzVuseK8uXTitJxaLMXHWd4xfpvhmxHC0bOrHOUdCCCGEEEIIIYSQL9m5+wcRnxzFiJkaWWD+6NXo5NcP6moVn3m/TonG/RfXcP7+IeQX5Sq8r6mRBXq0GILW9buhvntzaGpUfOYdkxSO7adW4FrQKUZ826k/0Lp+V3g4+Sq894eW7JxR/r97thqGGYMXwtqMfflbTkEmlu6chZuPmefuO06vQr+2o/HDn2NRyM8HAPi4NsEPo1bBy7kha51ScSl2n1uHLSeYlzfefXYZT8MfoGGdlpw+x8bDv6G4pBAAYGxgiu9HrkCPFkOlnnk/jwzA4n9msH72Z+7uR9uGPdC2YQ9OOSgqLestfto8DiVC5pl3bXsPTB/0C9o27Cnz2QuNe4a1B37Cs8iA8liJkI8fNo3GwSV3oasj+8x7/6XNyClgnnnXsKqFn8auRQvfTnLzjnz9CvdfXMHZuwfljiVfn/yiHCzeMQOBIcwz746N+6Bv29HVlBUhhBBCCCGEEELIx3Xg0lVEvmb+QrylqQnWzJmBAe3byq2zjk58gysBgTh46Spy8gsqHPvhHkO7dEL3ls3Qop4PNDUq/rWzsLh4LN+5Dydv3mbEl+3cg24tmqGeu6vCe3/o2xVry//3iO5dsGjKBNhbWbLGZebm4tsV63D2zj1GfMWu/RjbqwdG/bII+f+vc/bz9sSa72agUV12047S0lKs2XcIi7bvYsQvPgjAg+cv0bI+t/PzX7ZsQ2HxuzNcMyMjrJo9HcO6dpJ65uz/IhjT/1jD+tnvPX8JPVu1QM/WLTjloKik9HSM+W0J+AIBI16nlhN+m/QNerVuIfPZexoegfkb/4L/i+DyGF8gwMgFi/Bg91bo6+rK3HfT4ePI/OD3AWrZ22HD97PQuZn8utXg6Bhc8Q/EvguX5Y4lH5dYLMba/Yex+IO/V8417LHmuxkyZjElpqayYjVsFLtAUZqa1tbsPVLYe/zXGyk51FRxDq/l5EAIIYQQQgghhBDytYuOOYq8PGaPCh0dCzT1W4ZaTr2hJqdWOy8vFm+SbiA65iiEQsX7k+joWMDZeQAcanSGjU1TqKlVXKudkxOB5y/WIj7hLCP+/MUa1KzZGRbm3PuT+Ae870/i4jwYjRougL4+uz9JSUkW/AO+R8JrZn+S5y/Xwc1tBG7fmQiR6N13B1aWjdDUbxksLdn9ScrKSvEyeBOePV/BiCe+uYqU1IewteHWn+TxkyUQlb47t9fWNoVfk8VwcR4EHo99bp6aFogH/nNZP/uo6ENwcOgKR4eq7U9SVJSMO3emQCxm1mqbmLijYf35cHDoJvPZy8h8gaBHvyEt7X1/ErGYj9u3J6J3r6vQ1JRdqx0SuhUlAmattqGhI5o3XYkaNeT3J8nKDsGbNzcQHX1Y7liinLy8aEgkzKblujqW0NB41/D8TdJNBAb+jPyCeNZcPj8DfH4GcnLDERd/GurqOvBwHwNf31nQ1bH4KPkTQgghhBBCCCGEkHeCDl1DWhSzXtfAwgSDV05Hg36toSanVjstJgmh14IQeOgaivMKFd7XwMIETYZ0gHeXpnBp7g11zYprtZPDE3Bp5X48O32XEb+0Yh+8u/ihpi/3Wu1Ds9aX/2+/YZ3Q57fxMLFjn1MVZuXh0Kz1eHH+ASN+efUBtBjVDTvHLUVJ/rvLAms1qYtBK6bBqSG7VltcKsa19YdxfukeRvzV5YeI9g+GawsfTp/jzO87ICh8d4arb2qIAX9MRZMhHaXWasc8fIWDM9ezfvYPD1yBb4/m8OnenFMOisp5m4Fd45dDxGfWatt6OKLngrHw7dFc5rP3+lkkTi7YipiAV+UxEV+Af8YuwfzbW6CtL7tW++bmEyjMYn43YuFkiyFrZ8CzYxO5eSe9ikXI1SA8PHhV7ljycZWJxbi2/iguLNvDiFvWtsfgFdMVWkPfzAgFGbmMWPabNDg2cFc6n6w3aVLj2YlUJ00IIYQQQgghhJAv2979+xERGcmIWVpaYuO6tRg0YID8exijonHpyhXsO3AAObk5Cu9raWmJEcOGoWf3bmjVsqX8exjDwrBk2XIcO3GCEV+8dBl6du+O+vXqKbz3hyZPe38eNXrkCCxbvBj29vascZmZmZgy/VucOnOGEV/6xx8YP24sho4cifz8dz2pmzVtig1r16Bxo0asdUpLS7Fi9Wr8tnARI37+4kXcu38frVu14vQ5flzwCwoL3537m5mZYd3qVRg5fLj0exj9/TFp6jTWz373nr3o07MXevfqySkHRSUlJWH46DHsexjr1MHihb+jT69esu9hfPoUc3/4Afcf+JfH+Hw+hgwfgUcB/hXew7hu40ZkZmYyYrVr1cLmjRvRtUtnuXm/DA7GxcuXsWfvPrljycdXWlqKbTt2sOI9unf7aPcwqkJTPz/M/PZbbPzzz/JYSkoKuvXqjZNHj8DJyanC+fsPHsS0GTMZMQMDA/y9eXNVpEsIIYQQQgghhBDySTm6/xSiI+MYMQtLMyxf9wt6D+wm98w7Nioe16/cxdH9p5GXm6/wvhaWZhg4vDc6d2+Hpi0byT3zjgiNxpplm3H2BLMX8eqlm9Gpezv41K+r8N4fmjvt1/L/PXhkX/yyZA5s7W1Y47IyszF32m+4eOYaI752+RaMGDcQE0bMRkH+uzPnxk3rY9m6BajfiF0zXVpaio2rtmPFwg2M+NWLtxBw/zGat2rM6XMs+Xk1igrf9fYwNTPBktU/YdCIPlLPvAP9n2DOlF9YP/tDe06gW68O6NqrA6ccFJWclIrJo+aAzy9hxN3ruODHhbPQrXdHmc/ei6ev8Ou8PxD44El5jM8vwYThs3Dt4Uno6+vJ3PfvDbuRlcn8bsapdk2s2Pg7OnRpLTfvkJfhuH75Dg7vOyV3LPn4SktLsWf7EVa8c/e2Cp15JyUms2I1arL7/CiqRk32fa5vXr/lvB4hhBBCCCGEEEIIUcyj4xlIi2HW2xqYa2DAklqo39McauoVnxWlx/IReisXj46ng58nVnhfA3MNNOpvCa+OpnD2M4S6Jvts9r9SIotxZX0Snp9n9iO+sv4NPDuZoqaX7PpeeY788P7st8lAS/T8sSZMbLVZ4wqzRTg6Pw4vL2Uz4lc3JKHZUCvsmRqFkoJ3fwZODQ0wYHEtONYzYK0jLpXgxua3uLj6DSMecj0HMYH5cGlqxOlznFuWCEHRu57AeiYa6L/QCY0GWEBNjf0zjH2UjyPz4lg/+8AjGfDuYgbvzmacclBUTrIAe6ZHQ1TC7GFs46aLHvNqwruLmcxnL/FlIU4vSkBs0Pu7R0UlZdg9JQrfX/KGtp7s72pub0tBUXYpI2buqI1By2qhbjtTuXm/DS1C6M0cBB3NkDuWcDP4j9pY2fkl49+TS2veQNtAHW0nVHwGnZ8hxJ6p0UiNYj7XLUZaw9mP298rQgghhJAvQcXdHAkhhBBCqsjJ8xcYr3V0dHDjzCl4erCbMkvj5uIMNxdnzJoyGcGhoQrN2bpuDXp36wptbfYBryyeHh44vHMHOrRpjalz50EikQAAxGIx1m35C/u3/a3wWh/KznlXhLtmySLMnjpF5jgLc3Mc/mc7OvcfhHsBAeXx/IICdB0wGC9D3n3+wX37YO/fW2QWkmtoaGDB3Dngl5RgxfqNjPf2HDqM1s25XaiYlf3uUNzGygp3LpyDS+1aMse2bOqHoBtX0XnAIAQ9ecp4b/q8+WjXqhUMDLgf6FdEIpFg+MTJyMxifpEweugQ/L12tdznolH9erhx5iSmzv0euw++v9gwPCoKG7Zuw4K5c2TOPXWO+bxbWpjj3sULsLG2Uih3Xy9P+Hp54sfZsxAaEaHQnMo6fOIkvv3hx4+ylyxZcdHyB30CNm3bgei4OFZ88rixHy2Hub/8itJS5hccVpYW6N+rB6f1Nm3bgSfPXzDWWrHwt8qkSAghhBBCCCGEEPJFuxF0lvFaW1MHOxZcgkuNOgrNd7R1haOtK0Z2m46oxBCF5vw6fhPaNewBLU3Fz7xdatTBqpl74XerLZbumvX+zLtMjL0XN+GP6TsVXutDeYXvzrznjvwDo7p9K3OcqaEFVs7Yi8l/9MLT8PeXOhby8zHljz6ISnx3wWCXpgOwdOoOaGrIOPNW18DEfj+gRMTHzrNrGO+dubsfDeu05PQ5cgvfnXlbmFhj169X4WDjLHNsfffmOLTkHib/0QvBMY8Z7y3b/R2aeLaBng67WFwVJBIJ5m8ei5wC5pl3r1bD8ev4TXKfC8/aDbB9wUUs3TkTZ+7uL4/HJUfiwOUtmNjvB5lzbzw6w3htamSBPb9fh4WJtUK5uzt6w93RG+N7f4/YpHCF5lTWJf9jWL5H9jn+x/BgR1K17v8pyy/KRVRiCO4/v4Jz9w6wnuuuzQZhyZSt1ZQdIYQQQgghhBBCyMd3+tZdxmsdbS1c2bIedSuo0f0vV4eacHWoiRlDB+FVdKxCczb/+D16tW4BbS0thfOsW7sWDiz7He0bN8S3K9f+p866DBsOHsWexb8ovNaHsv9/CePKWdMxc9ggmeMsTExwYOlv6D5jLu4/f1kezy8qQs+ZcxH8/88/sGM77Fq4AJoa0n+VTkNDAz9+Mxp8gRCr9h5gvLf3/CW0rO/L6XNk5b37HDbmZrixdROca9aQObZFPR/479mG7jPm4lFIGOO9mavXo22j+jDQk90kujIkEglG/7IYmbl5jPjI7l2w+ce5cp+LhnU8cGXzOny7ch32nr9UHo9IeI0/Dx/Hj9+Mljn3w+fd0tQEt7b/CRtzc4Vy93F1gY+rC+aNGYGwuHiF5lTWkas3MHv1+o+ylyypNy5W6/6ylAgECItPwL2nL7Dn3EVEvk5kvO/r5oITa5bD1MhQofU+fCYBwM7CgnN+dhbs5+rfv6eySHvfthI52ErLQcrnJIQQQgghhBBCCCHvxSecZ7xWV9dB966nYGqqWH8SY2NnGBs7w8tzMrKzFetP0qL5Wjg6dIW6uuK12qamHmjfbgciIlvDP+B7AO/OzSUSMUJCtqBtG+61kALBu1ptvyaL4eUpuz+Jjo452rXdgctXByI19X1/EpGoAFeuDir//LVq9UXb1lugpia9VltNTQP1682BWFyCl8EbGO9FRx+CrQ23/iQCwbtabV1dK/Tsfg5GRrVljrWxboo+va7h8tWByMhg9icJePgD7GxbQlOz6mq1b9+ZhBIBs6bV1WUIWjRfI/e5sLSoh+5dT8E/4HtERR8qj+fmRSEkdBvq15Nd1/zh866jY4Ge3S9AT0+xWm1zMy+Ym3nB12cWcnI/Tn+S2NiTCAic/1H2kmXUiJgq36OwkF0Prqn17rz7ydM/8DJY8e8OxOIShIZtQ1z8KXTssA9Wlg1VlichhBBCCCGEEEIIqdizs/cZrzV1tDD7whrY1XFSaL61Sw1Yu9RA+2kDkBTC7kUrzfAN38GnR3Noaiteq21XxwkT9vyKB20b4PDsDeW12mXiMtz48zjG/fOzwmt9qCjn3cV+A5ZPQYfpA2WOMzA3xvg9v2JTn3mIfhBcHi/JL8amvvOR9OpdrXbD/m0xdvuPUNeUXqutrqGObvNGQsgX4uraQ4z3Hh64AtcWPtw+R/a7Gk8jazPMubweVs72Mse6NPPGj3e2YFOfHxD/mNnn4vCcjXBrXR86Brqc8pBHIpFg1zdLUZjFrBdtOrwzhm2YLfe5cGzgjlnn1+DQrPV4eOBKeTw1MhG3/jqJbvNGypz7/Ow9xmsDCxPMvbYRxtaKXUBZw9sZNbyd0WXuMKSEJyg0p7IeH7+JI3M3fZS9ZFmbeFb+oGogKhEiJTwBUQ9ewn/fZaRFMWu1a3g7Y+rRpdAzVaxW29q1JlIjmWvEPw5H/T6tlc4t4Yn07yQKMnKVXosQQgghhBBCCCHkc3Ly1GnGax0dHdy6dhWedesqNN/NzRVubq6YPXMGgl+9UmjOtr+2oE+vXsrdw1i3Lo4cPIAO7dthyvRvGfcwrl2/Hgf27lV4rQ9l///+wrWrVuG7WTNljrOwsMCRgwfQqVs33L33/qw+Pz8fnbv3wMvgd+fQQwYNwr7duyq8h/GXn34Cn8/HHytXMd7bvXcvWrdqxelzZP3/XkMbGxvcu3kTLi6ye1K3bNECjx8GoFO37ggMCmK8N23mTLRv1xYGBlVX5zxs1ChkZmYy4mNGjcTWLVvk38PYsCFuXr2KydOnY/ee9z/38IgIrN+0Cb/89JPMuR8+75aWlnhw5zZsbGwUyt3Xxwe+Pj746YcfEBoWJn+CChw6cgTTZ876KHvJkpOeVq37K2rjn5sRHcOuyZ46aVI1ZFM5a1etRHZ2FvYffP+91PMXL+DdoCHGjBqFPr16wtfHB6amphAKhUhOTkFA4EPs2rMH9x/4M9bS19fHuVMnK/w3gRBCCCGEEEIIIeRLcf7UVcZrHR1tnL62Hx6ergrNd3arBWe3WpgycyxCgxXrdbD2ryXo1rsjtJWos/bwdMU/hzaiTYfmmDvtN8aZ91/rd2LrvrUKr/WhnOxcAMCS1T9hyqxxMseZW5jhn0MbMKDrWATce1QeL8gvxMBu48o/f99B3fHXntUVnnnP/XkaSvgl2LCS2ZPk0J4TaN6qMafPkZ317nNY2Vji/K1DqO3iKHNs0xaNcD3wFAZ2HYsnQS8Y782b8TtatmsKAwN9TnnII5FIMHHkbGRl5jDiQ0b1w9q/lsh9Luo19Mbpa/swd9pvOLTnRHk8KiIWWzfuwdyfp8mc++HzbmFphgt3jsDaxlKh3L1868DLtw5mz5+CiNBoheZU1snD5/HDzIUfZS9ZYj/o//Kp2v7nXsTFJLDi4yYPV2h+VmY2K2Ztp1jfF2ls7KzYe2TlSBlJCCGEEEIIIYQQQlTpxUVmX2FNHR5mHPeErbti9wBaOevCylkX7Sba4m1YkUJzhqysDe8uZtDUVlM4T1t3PYzb6gb3Vmk4Oj8O/z/2RpkYuLU1GWM2K3ZOL01xbikAoN/vjmg3yU7mOAMzTYz92w1bhoYh5uH7+9pKCsTYMiwMb8OKAQANeptj1CYXqGtK/3zqGjx0mV0DopIyXPvzLeO9wCPpcGlqxOlzFOW8+xxGVpqYdcoTlrVk9wdxbmKE7y97Y8uQMCQ8K2S8d+ynOLi1MIa2vjqnPOSRSCTYOy0aRdmljHiTQZYYsrK23OfCwdcA3x7zxNH5sQg8klEeT4vm4872FHSZLfsOzA+fdwNzDXx3xgtGVop9B2PvqQ97T310mmGPlEi+QnMq68npDBz/+ePcOynLyvAmH20vsxramHqgDraOCkdxrhgAIJEAp35PwOOTGWg+whrOfoYwtdOGhrYa+PmlSIkoRujNHDw8nA5+npixnk9XUwxc6vTR8ieEEEII+RRJ73xICCGEEFLFwiIiGa97dukMTw/FLlP8kI+np0LjBvXtw2l9AJgwehSCQ8Pw185d5bET585j3bIlsLSw4L7uqJGYPVX2ZYr/0tDQwOrFC+HXsTMj/vTlSwCAr5cn9vy1WWbB9X8tmPMddu4/gIzM9weiZy9dhkQiAY/HU+4D/J+amhpOHdgLl9q15I7V19fH+cMH4dW8JdIz3jf9SE5NxcHjJzB53BhOOchz8dp1BAQ9YsT6dO+GfzZtgJqaYl9IaGho4O+1axAZE8tYa8s/OzF3+jTo6Oiw5giFQkTHMRuwjx46FDbW7MJYeXg8Hrzq1FF6HhdCkQh5+fnyB37lwqOi8PuKlaz4oD690bCe70fJYd+Ro7hw9Ror/tu8edDVVb5ZfPzr1/h9xQpGbN3SJTA1MeGaIiGEEEIIIYQQQsgXL/Yt8zK/1g26waUGt7M8NwcvhcZ1adqf0/oAMKD9OEQlhuDo9e3lsetBpzFv1AqYGSnWLEKa/u3GYlS3b+WO01DXwNwRyzH8F+YFb2HxzwEAbg7eWDp1OzQ15J95T+z7A07d3oOc/PfnzbefXqzcmTdPDevnHIGDjfwmuro6+vhz3gn0m9cI2fnvC5czclJw8cFRDOo4nlMO8tx/fgUvogIZsXaNemLRpL8VP/NW18Av4zchISWasdbha1sxusdMaGuxz7xFpUIkpsYyYr1bjYCFifKNJHg8HlxqKtaAvrJEpUIUFufJH0iqVLeZdVHAZ373UCIoQqm4VOr42vYemDLgZ3T26/cx0iOEEEIIIYQQQgj5ZITFJzBed2/ZHHUVqNGVxttVscvCBnZsx2l9APimb08Ex8Rg24kz5bFTt+5g9XffwtLUhPu6fXpi5rBBcsdpaGhgxaxpaDF2MiP+LCIKAODj6oydv/8MTQ35v0b347hR2H3uAjJycstj5+89qHSd9bFVy+BcU3aji3/p6+ri9NoVqD90DNJz3jfcTcnIxOEr1zGxP/d6+Ipc9n+Ih8EhjFivNi2x7Zf5StVZb54/B1GvExlr/X38NGaPGAIdKZdCCkUixLxJYsRGdu8KG3NzpT8Dj8eDp3NtpedxIRKJkFeoWAOdL9XY35biSsBDRqxEKIRAKJI63sLEGDOHDcas4YOhpcDvPPwrN7+AFZP2LClKV0q9v6i0FAVFxTDUZzdSyi8qQqlYzIrrqjiHHCmfkxBCCCGEEEIIIYS8l5vL7E/iULMzTE259ScxM1OsP0ntWtzPYz3cRyE7OxThEe/7k8QnnIef31Lo6nDvT+LuNgpenvL7k6ipacCv8SKcPd+JEc/MetefxMzME21abYaamvyzunq+3yEy6gBKSt7Xar9OrFx/Eh5PDZ067IORkfwzXU1NfXTpdAgnTrVg5FBcnIqY2BOo4zGWUw7yvEm6jrR0Zn8SR4duaNVyI3g8xc7N1dQ00KL5GuTlxTDWCgv/B95e06ChwT4rFIuFyM9n9idxdRkCPT1utdpmph+nP4m4TASh8MvvT8Lnp7NimpoGePZ8JV4Gr5c6R01NCxJJGSQS6fXSfH4GLl3uh44d9qKGPffv6wghhBBCCCGEEEKI4lIiEhivvbs2hV0dJ05r1fBSrHa1Yf+2nNYHgJZje+BtSBzu7jhbHnt25h4GrpgGQwsTzuu2GNMdHaYPlDtOXUMdA5ZOwYq20xjxxBfvarVreDtjzLb5UNeUX6vdbd4I+O+9hMLM3PLYy4v+lTtzVlPDlMOLYeVsL3estr4uph1bhsVNvkFBxvsc8lKy8OjoDbQe34tTDvKEXA1CbGAoI+bbswVGbvle4VptdQ11DN/4HdJj3jDWurPtDDrOGAxNHfYFi6VCEdJjmRdgNh3eGcbWZkp/Bh6PB7u63H6nQVmlwlLw877uWu3dE5Yj5FoQIyYqEaJUIL1W28DcGO2nD0DHGYOgoaV4rbZrCx+8vODPiD0/ex99F09U+Nn815MTt6TGi7K//O8PCCGEEEIIIYQQ8nULDWf2pO7Vowc863Lrtevj7a3QuMED5Z/tyjJx/Hi8DH6Fv7ZuLY8dP3kK69esgaUl957UE775Bt/Nmil3nIaGBtasXInGzZoz4k+fPQMA+Pr4YO+unQrdw/jLTz/hn127kZHxvh/0mXPnsauS/UHOnDgOFxf5vVr09fVx4cxp1PWth/T09zWmycnJOHDoMKZMmsgpB3kuXroM/w96PfTt3Rs7t29Xqj/Iti1bEBUVxVhr819/4/vvvpN9D2NMDCM2ZtQo2NjYKP0ZeDwevBS8d7SyhEIh8vKoJ7U84eER+G3RIlZ88MCBaNigQTVkVDlqamrYu2sXWrZogV8XLir/O1pUVIS/tm5l/BtYkRbNm2Hntu1wc3OtynQJIYQQQgghhBBCPhkRYdGM1517tIeHJ7ezEU8fxXqC9B3UndP6ADBq/BCEBEdg198Hy2PnTl7B0rULYGGpfL3s+3UHY8qscXLHaWhoYPGqH9Hxg7skXz5715fZ08cDW3avUujMe87P03Bg1zFkZmSXxy6fu1Hpntj7T/6F2i6Ocsfq6+vh0NntaOHTDRnpWeXx1OR0nDh0DmMnDeOUgzzXL93Bo4BnjFj33h2xaccfSp15r/1rMWKi4hhr7fxrP6bPGQ8dHSk9sYVCxMUkMGJDR/WHtY3y35XweDzU8XJTeh4XQpEI+XnUw1ieqPAYrFi4kRXvM7AbfBsodkdsbg67BlpXtxL9qPXY373kZtP3F4QQQgghhBBCCCFVLTWqmPHas6MZbN3Zd5Qpwr6uvkLjGvTm3nu6+QhrvA0rwv09aeWxFxey0H+REwzNFe8jwF7XCu0m2ckdp67BQ9/fHLGm2ytG/E3wu/4P9nX1MHKjC9Q15Z/fdp5lj4BDaSjMet+P99XV7Er2FwEm7nKHZS1duWO19dQxeZ8Hlrd9iYLM930a8lJFeHwyAy1HK18DrYjQG7mIe8w8x/Xpaorh65yhpqbY51bX4GHISmekx5Yw1rq3OxXtp9hBU4f9518qLENGfAkj5jfYCkZW7F4k8vB4PNh5cPt7oiyxUAJ+Pvt+wC+ZUwNDzL/ui+M/xyPk+vt7St8EF+FocFwFM9/T1ldD51k10GGqncLPFSGEEELIl0q5TmmEEEIIISqSkZXFeO1cy6l6ElHCvJnfMg5nRSIR/IMeVTCjYoYGBli1eKHC4xvW84W7i4vU99YtWwotLcUOM3V1ddGvRw9GLC8/H7HxCQrn8qFvRgxHEyWaKpiZmmL5r7+w4tv37uWcgzxr/tzCeG1oYIAtq1cp3TxYQ0MDKxf+xoilZ2Ti7KXLUsdnZmWzYi6fwfNO5CsuLsaw8RPB5/MZcRNjY6xZuvij5BAWGYkZ839kxf0aNcTEMaM4rTllzvcoLn7/mTq3b4ehA/pXMIMQQgghhBBCCCGE5ORnMl7XtFbsUsbqNK7Xd4wz71KxCC8iH1Ywo2L6OoaYM3yZwuPr1qoPJ1vpzVh+GL0KmhqKnXnraOmiQ6PejFhhcR7epClWUCpN37aj4e3cSOHxxgZmmDmU3ZD4+M2dnHOQZ8+FDYzX+jqGWDBug/Jn3uoa+G74UkYsOz8Dt59ekDo+pyCLFatp8+k/7+TTUMDPR2FxHuO/UnEpa5yutj5mDV2Eo8v90dmvXzVkSgghhBBCCCGEEFK9MnNyGa+da9hXTyJKmDtqOLPOurQUAS9fVTCjYoZ6evhj5lSFxzfwcIebY02p7635bga0FGhsDQC6Otro07YVI5ZXWIS4pLcK5/Khsb26o7FnHYXHmxkbYcn0Saz4P6fPcc5BnnUHjjBeG+rpYdMP33Gqs14+g/lzS8/Jwbl7D6SOz8xlNxV2rvnpP+8EKCrhI6+wiPGfQChijePxeBjdsxueHtqDeWNGKPx38V/FghJWTFdb+SYw7+dKb4zNFwik71/C3r8qcpC1PyGEEEIIIYQQQgh5p6SEWb9qZFSrmjJRnI/3DADvz83LykRISwvivJ6mpgGaNF6o8HgLC18YG0vvT9LUbxnU1RU749LQ0IWTI/OCTKEwHwUF8Qrn8iE31xGwtFS8P4m2tikaN/qVFY+IrLr+JMGvNjNea2oaoHmzVeDxlDs3V1PTQOPGvzNiJSWZeJ0ovT9JiYDdn+RzeN6/FkIR++LL/Px4PH+xjhGztW2Fdm13YMSwcIwbk4RxY95i2JBXaN1yEyzMfVlriMUluHN3KgoLk6osd0IIIYQQQgghhBDyXmEms37VsvanX7vaafYQRq22WFSK2IchnNfTMdRD/6WTFR7vUN8N1q7Sa7UHrpgGDS3F6kO1dLVRr1dLRoyfV4SMuGSFc/lQ81Fd4dTQQ+Hx+mZG6LtwAiv+YLf0HhuqcH3jUcZrHUM9DF03S+labXUNdfRbwvy5FWTk4uUFf6njC7PYtdpWteVfwkmqn6C4BPy8IsZ/pQLptdrNRnbBr0H/oOvc4Qr/XfxXnfbs3jpZial4evK2UuskPo9CxO1nUt8TlgiVWosQQgghhBBCCCHkc5ORkcF47ez86ffonf/9XNY9jA8CAjivZ2hoiDUrVyg8vmGDBnB3c5P63oa1a5S7h7FPH0YsLy8PsbHce1J/M3YsmjRurPB4MzMz/LF0CSu+bccOzjnIs3rdWsZrQ0ND/PXnJk79QVb98Qcjlp6ejjPnpPc2yczMZMVcPoPnnchXXFyMISNGsO9hNDHB2lUrqykr1Zg4fjziIiOwa8d2uMq4/1WaoYMH4caVy7h/+zbc3KT30CeEEEIIIYQQQgj5EmVl5DBe13J2qKZMFDfz+0msM+8g/yec1zMw1MeilT8qPN63gRdc3KT3hFi27hclzrx10KNvZ0YsP68A8bGJCufyoRHjBqJBY3Z/A1lMzUzwy7LvWfE92w9zzkGeP9cyz9MNDPWxavMiTmfeC1fMZ8Qy0rNw+ex1qeOzM3NYsVoun/7zTuQrLuZjwvDZ4POZPaWNTYywZPVPCq/DL+azYjo6Opzzkja3hC+97zUhhBBCCCGEEEIIUZ3CrFLGa0sn7mc8H0vHafb4z7E3xCIJ4h7lc15P20AdfX51VHi8g48BrJyl/zn1X+wEDS3Fzm+1dNXh282cEePni5GZwP1crNkwKzjWN1R4vL6pJnr9zD779d+fxjkHeW7+zbzrUttAHYP/qA01NZ6MGdKpa/DQ5xfmz60gU4Tgq+ze1QBQlF3Kill8Bs/718rUThuT9nhg/jUftBhpDUVbnpvaaaHvr45YGNgAnabbK/1cEUIIIYR8iZSrMCGEEEIIUREDfX3G64TX3At+P5aa9vao7cQ8dHz4mHvR9cjBg2BkqPiBLQA0bcxugutVxwNtWjRXah2/Rg1ZsVdhYUqt8V8zp0xSes6IQQNhbmbGiL0MCUVUTCznPGSJjo3Dg8BARmzYgP6wsbbitF6zxo1Zz8Jdf+lNZwwM9Fmx+MRP/3knFZNIJBj37UyEhEew3tu8agXsbW2rPIec3Fz0HzkGRUXFjLiBvj72bNkMdXV1pdfcc+gwbt69V/5aV1cXW1Z/3k1TCCGEEEIIIYQQQj4GPR0DxuvkjNfVlInibMxroIYVs9HHy+hHnNfr0XIoDPSMlJrj49qEFXOpUReN6rSUMlo2bxd2I+zoN9wvpxzRdbrSc3q0GAoTA+aZd1TiK7xOieachyyvU2PwLJJ5Jt2t+SBYmFhzWs/X1Y/1LDwJuy91rJ42+8w7Of3Tf97J54UvKMLGI7+j68w62Hl2DQRCaixCCCGEEEIIIYSQr4uBni7jdUJySjVloria1laoZc+snQx6Fcp5veHdOsNIn30eWRE/L09WzNO5Flo1qKfUOk0867Jir2K4X+j47dCBSs8Z1rUTzI2ZZ+7B0bGITnzDOQ9ZYhKT4P8imBEb0qUDbMzNZcyoWFNvT9Syt2PE7j97IXXsh8868Hk870RxEokE+y5chnu/IZi5ch3epmfIn/QfolIxK6ajYLN6aXS0pc8VlooU3r/SOUiZK2t/QgghhBBCCCGEEPKOhgbzvLig4NPv12BgYA9DQ2ZPivR07v1JXJwHQUtLuf4kVpbs/iSmJnVga6NcfxJLKetkZ3PvT+LpqXx/EhfngdDWZtZqZ2eHIi9P9f1J8vLikJbG7E/iXLs/9PS41WpbWzVmPQupqf5Sx2pqsL8b+Rye96+FWCxkxYTCPAASAACPp4FWLTage9eTqF2rD3R0zP8f50FPzxqurkPRu9dVNKjPvuBVIMjG/QezqjR/QgghhBBCCCGEEPKOtj6zfjXrdWo1ZaI4sxpWsHBi1mrHPeJ+TttkSEfoGilXq12rCbvG2q6uE9xa+iq3TuM6rNjbUO612u2nDVB6TpMhHaFvxqzVTnoVi7SYJM55yJIem4SYgFeMWKOB7WFsbSZjRsVqN6nLehaiHryUOvbDZx0AMj+D550oTiKR4OGBq/jFawQOf7cBucmZSs239XCERzt2n/pjP2xBdlK6QmuUFBRj79RVkEgkUt8XC6lOmhBCCCGEEEIIIV82AwNmT+qEhITqSUQJNWvWRO1azD7EDwODOK83cvhwGBkp15O6WVM/VszL0xNtWrdWap2mfuze1sEhr6SMVMzsmTOUnjNy+HCYf9Cf42VwMKKiVN+TOjo6BvcfMOuQhw0ZAhsbG07rNWvalPUs3PnP3XX/9eGzDgDxn8HzTiomkUgwdvwEhISyewRt2bQR9vb21ZCV6mRnZ2PV2rVYuGQJomNiFJ539vwFbP7rb9y9J/3vAyGEEEIIIYQQQsiXSt9Aj/E6MUH1tbWqZl/TFo61azJiTwJfcF5v0Ig+MDRin4dWpFHT+qxYHU83tGjNPsOuSEO/eqxY2KsIpdb4r8kzxio9Z9Dw3jAzN2HEQoMjEBsVzzkPWWKjExD4gNmHZcDQXrC2seS0XuOm9eH0wbPgf0/6nZz6Buxa+tfxn/7zTiomkUjw7TfzER4axXpv1aaFsLVX/PsUkaiUFdPW0eacm7S5QqqzJoQQQgghhBBCCKly2vpqjNdZb0qqKRPFmdprw9yReZ6U8LSQ83qNB1hA11BDqTm1GrJ7YNt66MK1mbFS6zg1YJ+3J4cXK7XGf7WZYCt/0Aca97eAvinz878NK0Z6LJ9zHrKkx/ERG1TAiDXqawEjK2533dVqZMh6FmIC8qWO1frgWQc+j+f9axZ5Pw/nVyQi8Gg6JGWKzclJFiLgYBoe7EtDcR77HJsQQggh5Guk3P+3QwghhBCiIu6uLgh8/L4I9tSFi/APeoQWUhpgfEqsrawQG59Q/jo8MpLzWh3aKNccBABcnWuzYu1bt1J6HTcXZ1YsMytL6XUAwMezLuq6uys9T1NTEwN798K2PXsZ8aCnT6XmVxl3/dmXHfbt2aNSazZv0gRxCa/LXz+Q0XTGyNAQttbWSElLK49t37MPY4cNU/nnVKUxw4ZizLCh1Z3GJ+vnJUtx8tx5VnzKuLEYOqB/le8vEAgwYPQ4xMSzf0lh+4Z1Uv+tkCctPR3zflvIiP06by5qOTpKn0AIIYQQQgghhBBCyjnZuSI4+n1jhhuPzuJ55EPUd29WjVnJZ25shTdp7y8+jHvLvTlHU6+2Ss9xtHFhxZpwWMfJzpUVyyngdubt5uAF5xoeSs/T1NBEJ79+OH5zJyMeHPMYjrbs/CrjSdh9Vqx9496VWrOeW1Mkpb8/b3wWGSB1nIGeESxNbJCR+/4Sx+M3d6FPm5Eq/5yq1KfNSPRpM7K60yBKyspLx5/HFuGi/1GsmbUfte2V/7tJCCGEEEIIIYQQ8jlyc3RA0Kv3F6GduX0PAS9fobmvdzVmJZ+1mRnikpLLX0dU4mK+do0bKj3H1aEmK9a2UQPl13F0YMWy8vKUXgcAvF2cUaeWk9LzNDU00L99W+w4fY4RfxQSJvVzVsa9Zy9YsT5tla9z/69mPl6If/v+WfB/If1CTCN9fdhYmCM18/2Z/j+nz2F0z24q/5yqNKpnN4zq2a260/islAiE2HH6HE7cvI2tC35A7zbK/w7Ev3g8Hve5MuISyUfMQcpUZfcnhBBCCCGEEEII+dqYGLsgPeN9f5KE1xeQlhYEa2u/asxKPj1dKxQUJJS/zs1lXwinKDs75c9tjY3Z/Szs7JQ/m5O2TokgW+l1AMDMtC5MTZTvT6KmpolaTr0QEcnsT5Ke8URqfpWRksruT+LoWLn+JNZWTVBQ8L4/SWqa9P4kWlqG0NO1RjH/fX+SiMi9cHMdpvLPqUpurkPh5vo19Cep+DC3ZYt1cv8ceDw11K83BxKJCM9frGW8l5xyH+npT2Bl1ajSmRJCCCGEEEIIIYQQ2azdaiL+UVj56+fn7iM2MATOTb2qMSv5jKxNkRH/vj43NfJ1BaMr5tFW+RprK2d7Vsy9jfLrWLuya4SLsrjVatt71Yath/I9c9U1NdCgb2vc33WBEY9/HAZrlxqccpEl6v5LVqxer5aVWrN2U09kJqSUv459KL1WW9dIH8Y25shLfV+rfX/XBTQb2VXln1OVmo3ogmYjulR3Gp8VUYkQ93ddwNNTdzFyy/eo17OFwnO7zRuBiNtPGbGi7Hys6/Ydph5ZAntP2T2uc95mYNuI35ESnsA1dUIIIYQQQgghhJDPnoe7Ox4GBpa/Pnn6DPwDAtCiefNqzEo+GxtrxMa970kdHh7Oea2OHdorPcfVld3DuH27dkqv4+7mxoplZmYqvQ4A+Hh7o26dOkrP09TUxMD+/bFtxw5GPPBRENzcVNur+c69u6xY/759KrVmi+bNEPefO/AeSLnrEQCMjIxga2uLlJT359PbdvyDcaPHqPxzqtLY0aMxdvTo6k7jk/XTL7/ixKlTrPiUSZMwbMiQashIdY6dOIGp385ATk6OzDG6uroQCoUQi8WMOJ/Px5lz53Dm3Dn07N4dO7b+DWtr66pOmRBCCCGEEEIIIaTaubrXxuPA5+WvL5y+hqCAp/Brrnyf6I/JytoCCbGJ5a8jI2I4r9WmvfLn+86uTqxYq/bK313p4laLFcvOkn2+VRFPb3e412XfDymPpqYmeg/ohj3bDzPiT4JewFlKfpURcI/dd6NH386VWrNJswZIiHtT/jrwwROp4wyNDGBta4W0lPTy2N4dRzB8zACVf05VGja6P4aN7l/daXyylixYg/OnrrDi4yYPR/+hPSu9fuX6UbPnSqghNSGEEEIIIYQQQkiVs3LWRcLTwvLXLy9lI+5xPmo3NqrGrOQzstRCZoKg/HVqVDHntdxbGSs9x7K2Livm1kL5dayc2esUZpcqvQ4A2NXRg62bntLz1DXVUK+nOfz3pzHiCc8KpeZXGTEP81kxn+5mlVqzdiNDZL1+/yzEPmLvAQC6hhowstZEfpqoPOa/Pw1NB1up/HOqkt8QK/gNsaruND6qwmwRDn8fi1dXZX8HxFMDNLXVIOSXsd5LjyvBxdVvcGt7MgYurYXG/S2rMl1CCCGEkE+eRnUnQAghhJCvU+9uXRH4+H2RqkgkQuf+AzH1m3GYPHYMXJ1lN3JVlfCoKFy5cQuvwsIQGh6B9MxMFBQWoqCwkPXL87Lk5HFrCA0A9byVb+RtZGgoZR1vlayTl1+g9DoA4NeQe6G8X6OG2LaHeaHio6fPMGrIYM5rSnMv4CErVs/Ls1JrWlsxD2bjExNljHz3vP/3c+bm5aFppy74btpUfDNyOOxtbSuVC/m4Nvy9Fas3bWbFO7dvh/XLl1b5/mKxGCMnT8W9gADWewt/nI/B/fpyWnfmjz8jJze3/LV33TqYM20qxywJIYQQQgghhBBCvi7tGvZAcPSj8telYhEm/9ELQzpOxMCO4+Foo3zjCmXFvY2A/8vriEoMQWxSOLLzM1DEL0RxSQHEZYqdeecX5XLe393JV+k5+rrsgnQPRx+VrFNYLL1gWB5vl8ac5v079/jNnYzYq5gn6NVqOOc1pXkawW58zeXP7b/MjZln3skZsi/3bNuwB+NzFhTnYsSvbTGq+wz0bTsa1mZ2lcqFfLke7EhivC4rK0MhPw/ZeRmIeB2Mh69u4lrgafAFRYxxcW8jMGFpd+z89TJq2bl/zJQJIYQQQgghhBBCqkXPVi0Q9Cq0/LWotBTdZ8zB5AH9MLFfb7g41KjyHCLiX+PqwyCExMQiLC4e6Tm5KCwuRkFxMcRi9i/wS5OTXyh/kAz13JQ/VzfUZzfTqMfhUkAjKevkFRZJGSlfE6+6nOb9O3fH6XOM2OPQcIzo3oXzmtLcf/6CFfNxrdz3GtZmzCYhCckpMkYCvVq1YHzO3IJCtBw3BbOGD8aYXt1hb0XNID5Fx1ctY8UKioqRnZ+PsLh4+L8IxsHL15CamcUYk5NfgOE//469i3/DgA5t5e6jqaHOivEFAikjFcMXCKXGtTU1Fd7/3xwM9JRv4CMrB1n7E0IIIYQQQgghhJB3HBy6Ij3jfX+SsjIRLl8diDoe4+DhPhbGxlXfnyQ3Nwpvkm4iJycMOTkR4JdkQiQqhEhUCIlEsVptgTCX8/7mZsr3FdHUNJCyjvJ9TrQ02f1JhEJutdqWltz7k1hZNkREJLM/SUbGM7i6DOG8pjSpqew+Dlz+3P5LV5dZq11QILs/iYNDV8bnFArzcPZ8Z3h7TYWb6wjo61N/kuqipib7LLdmjU5wcx2q8Fr1fOfideIVZGeHMuIhodvQ3qoR5xwJIYQQQgghhBBCiHy+3Zsj/lFY+WuxqBQbe89Dm4l90OqbnrByrvpa7ZTI1wi7/hhvQ+OQHJaAgswclBTwISgsRpmCtdrFudxrtWv6KF8rrGukr5J1dAzZ9Zf8fG612rUa1eE0DwBqNa6L+7suMGIJTyLQdFhnzmtKE+0fzIrV9HGu1JpGVsxa7czXqTLH+nRvxvic/LxCrGw3DR2/HYTmo7rBxM6iUrmQqjHl0GJWrKSgGEU5BUgOj0dswCsEHbmBvFRmrXZxbgH+Gb0I3+xcgAb92ii0l2sLH3ScMQg3/jzOiGcnpuGPVlPgN6wzGvZrA3tvZxiYGYGfX4TUqES8vOCP+7suQFhcUj7H2NYceSnMnDR1tBT92IQQQgghhBBCCCGfpd69euJhYGD5a5FIhI5du2HalCmYMnEiXCvZu0ER4eERuHz1Kl6FvEJIaBjSM9JRUFCIgoICxe9hzM3hvH99X+V7UhsZsntJ16/HYR0j9jp5edzqnP2aNOE0DwCa+jXBth07GLGgR48xeuRIzmtKc+/+fVasHoc///+ytrZhvI5PSJA5tnfPnozPmZubiyYtWmDO7FkYP3Ys7O3tK5UL+bjWb9yEVWvWsOJdOnXCxnVrqyEj1Vm9dh3m//wzK16jhj2mTp6Mzh07wrNuXejo6EAikSArKwtBjx7j+MkTOHz0GEQiUfmcC5cuoUmLFrh97Rpq1676310hhBBCCCGEEEIIqU5de3XA48Dn5a9FIhEGdBmDb6aOwJiJw+Ds6lTlOUSFx+Dm1XsIfRWJiNBoZGZkobCgCIUFRQqfeefmcDsnBgDvesr3kjY0Yvf28PZVvs7Z0JC9Tn4et5rxhn71OM0DgIZNfLFn+2FG7Onjlxgyqh/nNaUJuPeYFfPi8Of2X1bWzD7WiQlJMkYC3Xp1YHzOvNx8dGo+ANNmf4MR4wbC1t5G5lzy6dm6cTf+XLODFW/XuRWWrVug9HqamhoQfNBDuoRfImO0fNLmamtTnTUhhBBCCCGEEEJIVfPuYoaEp+/PWcUiCTYPCUOrMTZoMcoaVrV1qzyH1OhihN3KRXJ4MVIii1GYKUJJkRiCQjHKFDv2RnGeggOlqOHF7hUij44h+842Va1TUlCq9DoA4NSAfYauzFz//WmMWMLzAjQZpNq7EWMC2d9P1PBU/s/tv4ysmOeIWYmy7+7z7mzG+Jz8PDHW9HiFdpNt0WyoFUxstSuVC6m8vFQhNg0MRUY888yYp/bu36vG/S1Qq5EhDC01wePxUCosQ3osH1H++bi/J5Uxj58nxv4ZMUiL5qPnfIeP/VEIIYQQQj4ZGtWdACGEEEK+TlPGjcWf23YgJe39gZxAIMCGv7diw99b4enhjg5tWqOFnx+aN2kCWxtrle195OQprP5zM16GhMofLAfX5hwAYGFmrvQcfT12U2ozU1OVrFPM5yu9DgD4eHlymgcAPp7suQmJbzivJ0tEVDQrZlenchcqfojP54PP50NXl/3FybyZ3+LA8eMoKiouj+UXFGDRylVYvGo1Gvr6ol3rlmjh54dmjRvB3MyMtQb5NOw9fATzflvIijdr0hjHd++EpqbsCxpVQSKRYMqcuTh94SLrvZmTJ+KX7+dwWvfspUs4ee58+Ws1NTX8vW4NNDTo/2UkhBBCCCGEEEIIUcSgDhNw6MrfyMh9fwmeUCTA/subsf/yZjjXqAM/r3ao79YM9dyawtJUdY0YLgccx+7z6xGV+KrSaxUU53Gea2qo/Jm3rjb7rNrEQPnzUWnrlAi4nXm7OXhzmidrbnLma87ryRL/NpIVaz9Ntc1+S4R8lAj50NFin3mP7fUdLjw4Ar7g/aWZhfx8/H1yGbaeWo46terDz7MN6rs1g49rE5hweDbI10FNTQ1G+qYw0jeFk50bujYbiDnDl2HtwZ9x7t5Bxtjs/AzM/3McDi65A00NajRCCCGEEEIIIYSQL9ukAX2w5dhJpGZmlccEQhE2HT6GTYePoW5tJ7Rr3BDNfb3RzMcbthaqO4M7eu0m1u0/hODo2EqvlVfIrSE0AJibGCs9R19HhxUzM2ZfzshlHX4Jt2a63i7OnOYBgLcre+7rlFQpIysnMiGRFXPsrtoG2nyBAPwSAXR12A075o4ahkNXrqHoP02H84uKsGTHbiz9Zw/qe7ihXaMGaO7rDT9vT5gbK/9skI/DUF8Phvp6cLS1QbcWzbBw8nhsPHwcS//ZjZL/NKgWi8swZdlKNPBwQy17uwrX1NVmPzMlQqGUkYrhC6Q3nJG2T0XxEqEQBlJ+J4NrDrL2IYQQQgghhBBCCCHv1PEYh7CwHSjmv+9PIhYLEBK6FSGhW2Fi4gF7u9awtvaDtVUT6Omprj9JbNwpBL/6E9nZle9PIhRy70+io6N8jbWGBruhszanddhnYaWl3Gq1zcy49yeRNregUPX9SXLz2P1JDh3hnrc0YjEfpaV8aGiwa7V9vGcgJvY4Skvf9ycRiQrw7PkqPHu+GhYWvrCzbQVraz9YWTbi9GwQbqT9vP7l7f2tUmupqWnAq+5k3HswkxFPTrkPiUQCHo/HKUdCCCGEEEIIIYQQIl+r8b1we+tp5KW+r9UuFYhwc/MJ3Nx8ArZ1nODRtgGcm3rBuaknjG1UV6v9+MQtXN9wFEmvKl+rzc/jXqutb658Pa6WHrvGWt9M+VptbSnrCPmyLxSsiL0X9z4b0uZmJaq+Vjs1kl2rPd9lkEr3EPEFEPIF0NJl16N2nj0Uj47egKDofa12SX4xLizfi4t/7EPNeq7waFMfzs28UatJHRiYUa32p0rHUA86hnowd7CGd5em6PXrN7i5+QQu/rEXopL39dVl4jLs/3YNHOq5wqJWxbXa/+qzcAJSIl4j9PojRrxMXIaHB67g4YErctew86yFzrOHYs/EPz7Iu3IXkBJCCCGEEEIIIYR86qZOmoRNm7cgJSWlPCYQCLB+40as37gRnnXrokP79mjZojlaNGsGW1tble19+OhRrFqzFi+Dgyu9Vm4u957UFhYWSs/R12fXJ5ur6D7HYn6xlJHy+fr4cJona+7r16rvSR0ewe5JbVPTQaV7VHQP4/zv5+LAoUMoKnrfkzo/Px8LFy/BoiVL0bBBA7Rv1w4tmzdHs6Z+MDenntSfqj379uH7+fNZ8ebNmuLE0SNVfg9jVTpx6hTm//wzKz596lSsWbkC2h/09+DxeLCwsECP7t3Qo3s3/PD99xgyfARCw8LKx7x5k4SuPXvh2aMgGBgYVPlnIIQQQgghhBBCCKku4yYPx/bN+5CWkl4eEwiE+HvDbvy9YTc86rqidYfm8GveEE2aN4CNrZXK9j515AI2rdmO0OCISq+Vn8u9t4eZhanSc/SknHmbmXNZh30uyy/m1tvD08eD0zxZc9+8fst5PVmiItg19XVrNFPpHnx+Cfj8EujqsmvYZ3w/EccOnkVx0fvvFQryC7Fy8SasWvInfBt4olW7ZmjaohEaNa3H6WdKPo7D+07htx9WsOKNmzXA7qN/cjrz1tHVgUDA7IEtkNHXWhElUvrb60h5LgkhhBBCCCGEEEKIarUcbY27O1OQnyYqj5UKJLi9PQW3t6fA1l0Xbi2NUbuJEWo3NoSxtZbK9n56JhM3trzF2zButc3/xc8v5TzXwEz58zFtXTVWTN9U+XW09NjrCPllSq8DAPZ1ufctkDY3+w338z5ZUqPZZ/oLfJ+odA9RSRmEfDG0dNVZ73WcbofHJzMgLH7/Z1xSIMblNUm4sjYJNX303z3vjY1Qq6EB9Dk8G4Q7sagM28ZEICOeeV5saqeFsX+7oVYjQ9YcDS012NXRh10dfbT+xgZXNyThyvokSP7z1+japrcwsdVCy9E2Vf0RCCGEEEI+SRrVnQAhhBBCvk5GhoY4tX8vug8eipzcXNb7oRGRCI2IxKZtOwAAtZ0c0bp5M7Rv1Qo9u3aBkSH7MEiezKwsDB43AfcCAiqbfjmuzTkAwMBANc1mDfRVs45EIuE0z7ISTTGspDRbycnL5byeLFk5OSpfU5qc3DypjUacHBxwcPs2DB0/kVUQK5FI8OTFCzx58QKrsRk8Hg913NzQunkzdGjTGl07tJe6Jvn4Tp47j0mz57D+rtT39sb5wwehr6K/ixWZ+8uv2H3wMCs+bsQwrF26hNOaefn5mPHDT4zY5LFj0LRRI07rEUIIIYQQQgghhHyNDPSMsH7OEUxb2Q/5RezzyNikcMQmhePQlb8AADWsaqFhnRZo4tkWbep3g4Ge8pcY5hRk4vuNo/A0/EGl8/9XiZBbcw4A0NNRTaNZXRWtIwG3M29TI+WbhP/LzNiSFcsvyuW8niy5hdkqX1Oa/KJc6Gixz6ftLR2x8tvdmLdpNAQi9pl3WNwzhMU9w26sB4/HQy07dzSs0xJNvdqihW9nqWsS8i9jAzMsnrwVNa2dseX4YsZ7UYmvcOr2XgzpNLGasiOEEEIIIYQQQgj5OIz09XF81TL0nj0POfkFrPfD4hIQFpeALUdPAgBq2duhVX1ftG3UAD1aNYcRh3rGzNxcDP/pd9x//rLS+f+rWEoTWUUZSLlUkdM6KqrB5VpnbWFqwnlPS1N2E+ecAvbzUFlZedwv3lRGTkEBdHW0WXFHO1vsW/IbRixYiJIPmhhLJBI8C4/Es/BIrN1/GDweDx5OjmhV3xftGjdEl2Z+UtcknwYNDQ3MHTUM9d1dMWDez4yfb2ExH7/8tR0Hly2scA1TI/Z3aPwS7s1u+FL+XdLU0IChlOb4wLt/j9XV1SAWMxv9FKs4B1Mj5X8/hhBCCCGEEEIIIeRroqVliI4d9uHKtSEQCnNZ7+fmRiA3NwKhYdsBAIaGjrCxaQ4721ZwqNkFWlrKn7+UlGTh5u3xSE1VXX+S0lLutdqamqqpsdbUUFVPBG7n5ro63Gu1dXTZtdpCQS7n9WQRCD5OfxKBMA8aGuzvMQwNHdCu7Xbcuj0BYvGH54kSZGa+QGbmC+DVnwB4MDFxg41NM9jbtkaNGh2krklUQ1vbRGpcV9cStjbKXxzq5NQT9/1nQ/KfLtkCQTZycsJhZlaXa5qEEEIIIYQQQgghRA5dI31MPrQIm/v/hOJcdm1uSngCUsITcPvvUwAACydbuLb0gXubBvDu2hS6RsqfsxZm5WHH6EWIfhBc6fz/JSzmXsuoY6Cac0RtfR2VrMO1VtvQwoTznoaW7LnFuYWc15OlKCdf5WtKU5xbAC1ddl21uaMNvtn1C/4ZsxiiEnatduLzKCQ+jwI2HAWPx4ONuwNcWvjAo20DeHZqInVN8mlQ11BH59lD4ODrgr+H/sr4+QoK+Tiz8B9M2PubwmtNObIEx+dvwb1/zimdi2MDd0w6sBDR/ux/44yszZRejxBCCCGEEEIIIeRzYmRkhDMnjqNrz17IkXJHXmhYGELDwrBp82YAQO1atdC6dSt0aNcOvXr0gJGU36eXJzMzE4OGDcPde/crnf+/iosrcw+jauqcVXWfI+d7GC251zlbWbLrnKXdy1lZWdlZKl9TmpycHOn3MDo54fD+/Rg8fLj0exifPsWTp0+xCnh3D6OHB1q3aoWOHdqjW5cudA/jJ+LEqVOYOGUq+x7GevVw4cyZj3IPY1XJz8/H1G9nsOKzZ87EutWrFFqjbp06uHXtKpq1ao24+PjyeExsLBb89js2rlursnwJIYQQQgghhBBCPjWGRgbYf/IvDO4xHrk57H7FEWHRiAiLxvY/9wIAnGrXRLNWTdC6XTN06dkehkbKnxdnZWbjm6EzEXDvUaXz/xefX4me2Co6q9Y3UE1vba5n3uYW3Os3La3MWbG8KqiJzsnOVfma0uTl5EFXl1337uBUAzsOrMf4YTNR8kGfYYlEghdPQ/DiaQj+XLMDPB4Pbh7OaN66CVq3b4YOXdtIXZN8fOdOXsF3kxew/q5416uLw2e3Q19Gz2l5TM2MkZfLfO6Li7n/28KXMtfEzJjzeoQQQgghhBBCCCFEMbqGGpi4ywN/jwhDca6Y9X5KJB8pkXzc3ZkKADB31IZLUyO4tTSGVydT6BpqKL1nYbYIuyZFIeah6s5Vhfwy+YNk0NZXV0kO2vpqKlmH47E3DMw1Oe9paMGeW5xXynk9WYpzVL+mNPw8MbR02T9X85o6GPuXG3ZPiYSohPkHLZEAiS+LkPiyCEAyeDzA2lUXLk2N4N7KGHXamUhdk6jOzb+TkRRSxIjpm2ng2+OesHSS/52DmhoP3ebUhI6BOk4ves1478zi1/DsaApTO+oRQwghhJCvj2r+PxVCCCGEEA4aN6iPx7euo1vHjnLHxiW8xp5DRzB66nTYenhi2PiJeBkSqvBeGZmZ6NCnH+4FKHaZopaWFowMDWFsZMT4T12deQjI9cD2S2JoqPzllv8yNmLPzc1lF+FXVlZ2tsrXlEYoEsp8r2eXzvC/cglNGzeqcA2JRIKwyEhs3b0Hg8Z+A7s6Xpg8ew5i4xNUnC1RxqXrNzBy8lSIxcwvy+q4ueHS8SMwMa76ouZfl/+BTdt2sOKD+/bBtvXrwOPxOK07//dFSE5NLX9tZ2ODZb8u4JwnIYQQQgghhBBCyNfKy7khDi+7j5b1Ossdm5Qej7N3D2DBXxPQflpt/LBpDCJfv1J4r+z8DExY2h1Pwx8oNF5TQwsGukYw0DNm/Keu9uGZNx16G+hyP/M21GU3SS8oyq1ENtLlFX6cM29Rqewz79YNumHfolvwcW1S4RoSiQRxbyNw/MY/mLthJDpMdcaiHd/iTVqcqtMlX5iJfeehuQ/7O8Sj17dXQzaEEEIIIYQQQgghH1+juh54uGc7ujZvKnds/Ntk7LtwGd8sXAaHbn0xcsEiBEfHKLxXRk4uukybjfvPXyo0XktTE0b6+jA2YP6nrs78NTU6cwaMODb0BQBjKQ2+c/MLKpOOVNn5qm+YLY1IJJL5XveWzXH3n7/g5+1Z4RoSiQTh8QnYfuoshv30Gxy798O05asRl/RW1ekSFWrfpBF+/mYMK372zj2kZFZ8oai5lBrt5MxMzrkkS9nP3Fj2Jbg8Hg/mRuwcUiqRg7TPbG5CDbYJIYQQQgghhBBC5LG0rI++vW+gRg35/UkKCl4jOvow7t6bhkNH6uLW7YnIyg5ReC9+SSYuXu6H1FTF+pOoqWlBU9MQWlpGjP94vA+bFNO5uaaW8hd0/ktLk13nLRCqvj+JoOTj1GqXiWXXajvU7IxePS/ByrLi/iSABLm5kYiI2IObt7/BoSOeuO8/B/n58apNlgAAdHTYF5MCgKVFQ07raWoawMTEnRXPy4/ltB4hhBBCCCGEEEIIUZxTQw/8dO9veHauuF8CAGQmpODhgavYM/EPzHcZiH/GLkHSK8XPcAoyc7G+x1xEPwhWaLyGliZ0jPSga6zP+E/tw1ptOnOGjiH3Wm1dI3atdnFuYWXSkaoo++PUaouFsi9+9O7aFPNu/IlaTepWuIZEIkFKxGvc33keO0Ytwo+ug3BwxlpkxCWrOl2iQh7tGqLbDyNZ8RfnHyAvteJa7f9S11DH0LUzMfPMSrnPyr80dbXR8+cx+P76JpjaW6KkoJg1xqymlcI5EEIIIYQQQgghhHyuGjdqhKeBD9G9a1e5Y+Pi47Fn7z6MGjsO1jVqYuiIkXgZrNj5MQBkZGSgXafOuHvvvkLjtbS0YGRkBGNjY8Z/rHsY6cwZRoayrLgikwABAABJREFU+w7IYyylL0JOTk5l0pEqK+sj3cMorOAexh7d8fD+PTRrWnE/HIlEgrDwcGzdvh0DhwyFTU0HTJw6FbGxVCdbnS5dvoIRo8ew72H08MCVC+dhYmJSPYmpyM7de5CVxTwbd65dG6v+WK7UOpaWlti6ZTMr/s+uXcisRL8RQgghhBBCCCGEkM9B/UY+uBl0Gh27tZE7NiHuDQ7vPYmpY79HHfummDB8FkJehiu8V2ZGNvp2HIWAe48UGq+lpQlDIwMYGRsy/mOdeVNPbBgace/tYWjM7u2Rm6P63h7ZWbkqX1MaoVB2T+zOPdrh8v1jaNy0foVrSCQSRIbHYPe2Qxg3ZAbq1miG76YsQHxsoqrTJUq4fvkOpoyeyzrzdvNwxrGLu2Bswv27HzNzU1YsLTmN83qpyemsmLmUPQghhBBCCCGEEEKI6jnWM8C8Kz6o295E7tis1wIEHc3A/hkxWOD7BLunROFtaJHCexVkifDnwFDEPFSsz4S6Fg86hurQNWL+p0YtrVl0DD/8Q1FirhF7Lj9PLGVk5RTlyD6PVqVSUZnM97w6mWLOOW84Naz4ewKJBEiN4uPBvjTsnBiFBfWe4vC8WGQklKg6XQJAJCjD3Z2prHifXxxh6aSj1FrtJtmhdmPmdzlCfhnu7kypVI6EEEIIIZ8rjepOgBBCCCFfNycHB5w/chBPnr/A3sNHcObiJaSkVVxsKBAIcPzsOZw4dx6TxozGmiWLoKurW+Gc737+BaERkVL2r4l+PXuiWeNGcHWuDXtbW5iamIDH40ldp33vfrgXoNiljOTTIRSxD5+NjbgXycqipqZW4fu+Xp54cPkibt27j/1Hj+HitevIltNYpaCwEDsPHMTeI0fx03ez8cv3c1jF/6Rq3bp3H4PHjYfog+eotpMjrp48DksLiyrPYcWGjfhj3QZWvEfnTtj79xa5z54sKalp2HngICO2fvlSGBmyfyGCEEIIIYQQQgghhMhnb+mIzfNOIjTuGc7ePYDbT84jI5dd/PhfQpEA14JO4fqj0xjY/hvMHfkHdLQqPvNetW8+YpPYjUnsLB3RsXFv+Lj6wdHGBVZmtjDSN5V55j1+aTc8DX+g+AcknwRRKbvptYEeu7F3ZanxKj53dHf0xr6FN/Eo9C7O3T+I+8+vIK+w4jPvopICnL6zF+fvH8T4PvMwqd98qLMq/wl5Z1K/+QgIvsGIxb2NQEZOKixNbaopK0IIIYQQQgghhJCPx9HOFqfXrcDT8Ajsv3AFZ+/eR2pmVoVzBEIRTt68jVO37mBC315YOWs6dHW0K5zz/fo/ERaXwN7f1gZ927WGn5cnXB1qws7SAqZGhjLPnDtPnYX7z18q/PnIp0EoKmXFjA30Vb4PT06tq4+rC+7s2II7T57hwKWruPzgIbLzK248U1BcjN3nLmL/xSuYP3YkfvpmNNVZf6JmDhuE1XsPoqC4uDwmFpfh3rMXGNK5g8x5DjbWrFhSKrtBtaKS0thzHWwrPm+uaWuN9A9q/t+kpsPPy1NlOTjKyYEQQgghhBBCCCGEvGNo6IAunQ4hI/MFoqMP4/XrSyjmV9yfRCwWID7hLOITzsHDfTT8miyGhkbFtdqBQb8gNzeCFTcwcICTYw9YWTWCsZEz9PVtoaUluz/Jxct9kZpK/Uk+N+Iydn8SLS3V9yfhyanVNjfzQq+el5CcfB/RMUfxJuk6BIKKa7VFokJERR1AdPQR1POdjXq+c6FGtdoqY2DgIDWur2/HeU19fXvk5DB/N0RQks15PUIIIYQQQgghhBCiOHNHG0w/vhyvn0Xi4cGreHnBH3mpFddqlwpEeHb6Lp6fuYeW43pgwPKp0NKtuFb7+PwtSAlPYO/vYIN6vVuhdpM6sHKpARNbC+iZyq7VXt9jDqIfBCv8+cinQSxk12rrGldFrbb05+ZfNbydMe/6JkTefY7Aw9cQciUQRTkFFc4pKSiG/77LeHjoGrp+PxzdfxgJNarV/iR1+HYgrq0/gpKC97XaZeIyRD14icYD2yu1lke7hvBo1xBvXkYj/PYzxAQEIzc5E4XZ+SgtEULP1BC2Ho7waNsADfu3hYH5+343mQnsCyBtPRy5fzBCCCGEEEIIIYSQz4iTkxMunD2DJ0+fYvfefThz7hxSUtjnJf8lEAhw7MQJHD95EpMmTMC61avk3sM4e+5chIaFsfd3dET/fv3QrKkf3FxdYW9nB1NT2T2p23XqhLv37iv+AcknQShk96Q2Nq6CntTy7mH08YH/3Tu4dfs29h04gAuXLiM7u+L614KCAuzctRt79+3Hzz/Ox68//0z9QT6yW7dvY+DQoex7GGvVwvXLl2BpaVlNmanOqTOnWbFpU6ZAQ0ND6bU6dugAby8vvAoJKY/x+XxcvHwZY0aNqlSehBBCCCGEEEIIIZ86B6caOHx2B148fYVDe0/i0tkbSEupuBesQCDE2ROXce7kFYyZOBSLV/8EXV2dCucsmLMUEWHRUvfv2a8zGvnVh7OrE2ztrWFiaizzzLtPx5EIuPdI8Q9IPgkiKWfeRsaGKt9H3pm3l28dXLp3FPdvP8SR/adx/dId5GTnVjinsKAIB3Ydx5F9p/Hdj1Mwd8F0OvP+yO7ffohvhsxgnXk71a6Jk1f2wMLSrFLr13Cwx7PHzN/fSHpT8Xd/FXmbxJ5b09Ge83qEEEIIIYQQQgghRDnmNXUwZX8dJL4sRODRdARfyUZ+Grv/8H+VCiR4fj4LLy5koflIa/T73RFauhWfA576LR4pkXxW3KymNup1N4NTQ0NY1daBsY0W9Ew0ZJ57bxoYipiHFd/dRz49pSIJK6ZrpPqzY3n9Rew99THnnDeiHuTh0fEMhNzIQXEuu/fJfwkKxXh4KB1BxzLQeaY9us6uATX1ivchiosLykdBJvPfHD0TDTQZyK1+u90kW8Q9ZvaMeXExG31/deKaIiGEEELIZ0v53xojhBBCCKkCjerXQ6P69fDnqhWIjI7Bg8BA+Ac9woPAQMQlvJY6RyKRYNuevYhNSMD5wwehqakpddyT5y9w5BTzl+i1tbWxbukSTBwzSm6h7H8VFxfLH/SVKSiouDlzRfLy2XNNTFTfAMTMxASp6cxi/jchL6Gnp6fyvRTRvnUrtG/dChKJBMGhYXgQGIiAoEfwD3qEpORkqXNKS0uxZPUaJCYlYeefG6s8x8MnTuLbH36s8n0qkhXH/kWJjy3g0WP0GzUaJSUljHgNOztcO3UCdrY2VZ7Dpm3b8cvS5ax4hzatcWz3Tpn/9ilCIBRAImF+OTPkmwmc1/svDQtrVuzkvt3o0727StYnhBBCCCGEEEII+ZR51m4Az9oN8PO4dUhIjsKzyAA8j3yI55EPkZQeL3WORCLB8Zs78SYtHn/OOwFNDennPqFxz3Dl4XFGTEtTG/NGrsSA9uOUOvPmC+jM+0OFfO5n3gV8dvG6ob5JJbKRztjAFJm5aYzY9c1R0NWunjPvJp5t0MSzDSQSCaISQ/A8MgAvogLxPPIh0rLfSp1TKi7FtlN/ICUzEYsnb63yHC/5H8PyPXOqfJ+KPNiRVK37f458XJrA2MAUeYU5jHhMUhgsTav+fJ4QQgghhBBCCCHkU9Gwjgca1vHAhnmzEfU6Ef4vghHw8hX8X75C/FvpdacSiQQ7Tp9D3NtknF63ApoyLh57Gh6BY9duMmLaWppYPftbjO/bS6kz56IPai0JkF/E/Rw+r7CIFTMxUn3TaTMjQ6RmMS9OjLtwEno6FTdFryptGzVA20YNIJFI8ComFv4vgvEwOAQBL1/hbXqG1DmlYjGW7dyLxNQ0bP+16uufj1y9gdmr11f5PhVJvXGxWvdXlraWFto2boDzdx8w4mGx0r83+1ftGnas2Ju0NCkjFfMmjX1BQG179h4fvv80LKJacyCEEEIIIYQQQgghTJYW9WBpUQ/Nm61Ebl4M0tICkZYWhNS0QBQUSO9PAkgQEbkX+QUJ6NLpENTUpNdqZ2S+QFzcKUZMXV0bfk2WwMN9NHg8xc/NS0upVvtDImEh57lCEbvOW1tL9f1JtLVNwOczz/GGDQmGhkb11Grb2bWCnd27/iTZOaFISw1CWvojpKUFoahY1vdEpXj+Yg0KC5PQutWmKs8xNvYkAgLnV/k+FRk1IqbK9zA0qAkeTx0SiZgR19Iy4rymtpS5AmEu5/UIIYQQQgghhBBCiPIcG7jDsYE7hq6dibToN4gJeIXYwBDEBLxCZkKK1DkSiQT3d11ARnwKph9fBnVN6bXar59F4smJ24yYhrYmBv4xDS3H9VCqVltQRLXaHyop4H4Oz89n12rrmRhUJh2p9EwNkZ/GrNX+I+IotPSqp1bbvU19uLepD4lEgrchcYh5+ApxgaGICQxB7lvptdplpWJcWrEf2W/SMfqveVWe4+PjN3FkbtWfbVdkbeLZat1fWZraWnBvUx8vL/gz4slhCZzXrOnripq+rug8e4jCc5LD2LXhDvXcOOdACCGEEEIIIYQQ8jlq1LAhGjVsiC2bNiIyMgr3/R/APyAA9x/4Iy5edk/qbTt2IC4uDhfOnpF9D+PTpzh89Bgjpq2tjfVr1mDShPHK9QepRC+ML1V+AbuvtKLy8vJYMVNT08qkI5WZmRlSU1MZsbcJ8dV3D2O7dmjfrt27exhfvcL9B/4IeBiABwEBSEqS0ZO6tBSLly5DYmIidu3YUeU5HjpyBNNnzqryfSqSk869P4WqBDx8iD4DBrLvYaxhjxtXLsPO7vPveVFWVobHT56y4h07tOe8Zof27fEqJIQRexgYhDGjRnFekxBCCCGEEEIIIeRzUq+hN+o19MaqTQsRExmHh/5PEOT/FEH+T5AQ90bqHIlEgj3bDyMhLhGHzm6Xeeb94ukrnDp6gRHT1tbC0rULMHrCEKXOvIvpzJulIJ97b4+CPHZvDxNT1ff2MDEzQXoqs3751esH0NPTVfleimjVrhlatWsGiUSC0OAIBPo/waOAZwgKeIrkpFSpc0pLS7F66Wa8SUzGn/+sqPIcTx4+jx9mLqzyfSoSm8E+h/3YHj18hpH9p6KkRMCI29Wwwckre2FjZ13pPZxq12TFkt5I7/GiCGlznWo7cF6PEEIIIYQQQgghhHDj4GsAB18DDF5eG2kxfMQ+ykfcowLEPspH1muB1DkSCeC/Pw2Zr0swZZ8H1DWln18nvizE0zNZjJiGNg/9Fzqh+UhrqKnxFM5TWCyWP+grU1LA/c+kJJ89V9dYvTLpSKVvooH8dBEjtuRZQ2jpqn4vRbi1NIZbS2NIJBIkhxW/e94fFyDuUQFyU4RS55SVSnBlXRJykgQYsd6lynN8cjoDx3+u+A7DqrYyvEmV75HwnP29jWtzI6ipK/7vwn+5tWR/b5P9RoD8dCGMrLQ4rUkIIYQQ8rmS3gGSEEIIIaQaubu6wN3VBeNHjQQApKSm4drt2zhz8RIuXb8BsZh5YHnjzl2s/3srfpg5Q+p6x8+eY8XWLFmEyePGKJ1bdm6O0nO+dBlZWfIHyZCemcmKmRqbVCIb6SzMzZCazrxQMTs3t9oajfyLx+PB18sTvl6emD5hPAAg/vVrXL15GyfPn8edB/6QSCSMOXsPH0GX9u0wuF/fKs1NKBIhL597E5kvwZPnL9BzyDBWgyFrK0tcO3UCTg5VX8i8fc8+zFnwKyve3K8JTu3bA21t7SrPgRBCCCGEEEIIIYRUjpOdG5zs3NC/3VgAQEZOKgKCb+D2k/O4/+IqxGXMM+/AkFs4cPlPjOs1R+p61wJPsWJzR/yBQR3HK51bfiGdeX8oJ599bq2o7Dz25YVG+iaVyEY6EwNzZOYyGzXnF+ZAV7v6z7zdHb3h7uiNoZ0nAwDepifAP/gGbjw6g8dh91hn3ufuHUQLn07o0mxAleYmKhWisJjd/Jx82tTU1GBtVgN5H/xblVeYLWMGIYQQQgghhBBCyJfPzdEBbo4OGNenJwAgJTMLNwIf4dzdB7gc8BBicRlj/M1HT7Dx0DF8P3q41PVO3rjDiq2cOR0T+/dROrecfHYz5q9dZk4u57kZOewzfFNDw0pkI525iTFSs5hnbtn5+dDT0VH5Xsrg8XjwcXWBj6sLpg7qDwBISE7BtYePcPr2Xdx9+px15rz/4hV0atoEgzpxv2xPESKRCHmFRVW6x5fIwYbd7Do7v+Kze29XZ1bsRVQM5xxeREZJ2aPixjDers44fv3WB+tEf9QcCCGEEEIIIYQQQohsJsYuMDF2gbvbu/4kxcVpSHp7G69fX8KbpOuQSJi12snJd/Eq5G/4+syUul58/FlWrEnjRajjMVbp3AQCqtX+EL+Ee612CZ9dq62lbVKJbKTT0TYHn8/sTyIQ5EJDo/prtc3NvGBu5oW6dd/97kBBwWskvb2F+IQLSEl5AIB5bh4dcwQ17Nujdu2+VZqbuEwEofDL70+irq4NExM35OSEM+JisfSm/IqQNlddvXq/oyGEEEIIIYQQQgj5mlm71oS1a020GNMdAJCXmoWwm0/w8sIDhFwNQtkHtdoRt5/i5uYT6PzdUKnrPT19lxUbsGwKWo/vpXRuxTlUq/2hgsxc7nMz2HP1TAy4JyODgbkR8tOYtdpFOQXQ0qv+Wu0a3s6o4e2MtpP6AgAyE1IQduMxnp+9j6j7L1i12oEHr6Juh0ZoNKBdleZWKiwFP49qtZVlVpNdq12U/XHP7t+GxjFe83g8uLTw/qg5EEIIIYQQQgghhHxK3N3d4O7uhgnffAMASElJwdXr13Hm7DlcvHyZdQ/j9Zs3sW7jRsz//nup6x07cZIVW7tqFaZMmqh0btnZ1Nf1QxkZ3Ouc0zPYdc6mJiaVyEY6C3NzpKamMmLZ2dmfxj2MPj7w9fHBt9OmAgDi4+Nx5dp1nDx1Crfv3mWdOe/Ztx9dOnfGkEGDqjQ3oVCIvLyvuyf1k6dP0b13HxQVMc/era2tcePyFTg5OVVPYiqWk5MDoVDIijvUrMl5TWlzP/w7SAghhBBCCCGEEPK1cHGvDRf32hj1zWAAQGpKOm5ff4BLZ67j+uU7rDPvOzf88feG3Zg5b5LU9c4ev8yKLV79E8ZOGqZ0brk5X/cZoDRZmdy/B8hIz2LFjE2NKpOOVObmpkhPZZ6v52bnQU9PV+V7KYPH48HLtw68fOtgwrRRAIDX8W9w69p9nD91BQ/uBLHOvI/sO4X2nVuh3+AeVZqbUCRCft7X/XsFL56+wtBeE1BcVMyIW1pb4NSVvXBwqqGSfbx8PFixV8/DOK8nba6nlD0IIYQQQgghhBBCyMdj7aILaxddNB/+7vf089KEiLiTi5dXshF2MwdlzGNvRN7Lw63tKeg03V7qes/Ps89W+/3mhJajbZTOrSi3VOk5X7rCLBHnuQWZ7Ll6xhqVSUcqfTMN5Kcz9yrKKYWWrrrK91IGj8eDvac+7D310XqcLQAgK7EEYbdz8fJiFqID8vHBsTeCjmWgTlsTNOhjUaW5iYUS8PPF8gd+5goy2M+gqZ025/V0jTSga6TO+rPLSxfByEqL87qEEEIIIZ8jtepOgBBCCCFEHlsba4wZNhSnD+xD1JMgdGzbhjVm/V9/o6ysTMps4Pa9+4zXlhbmmDh6lNJ58Pl8vHmbrPS8L11wSCj3uaHsuU4O3JsbyOJQg10cGxufoPJ9VKGWoyOmfDMW10+fxLO7t9DAx4c1Zu3mv6ohs6/Ly5BQdBs0BPkFzMJzczMzXD15HG4uzlWew/6jxzB93g+seKP69XDhyCHo6+tXeQ6EEEIIIYQQQgghRPUsTW3Qp81IbJh7FOfXBaOpV3vWmH2X/pR55v0olHmho6mRBQa0H6d0HiVCPlKzkpSe96WLSnyl0rl2Fo6VSUcqWwv2Ofqb9HiV76MK9lZOGNxxArb/fAHHlj9EHad6rDF7L278+ImRz4aWJrtgXFqMEEIIIYQQQggh5Gtla2GOUT274fjqZQg9cQgdmjRijdl0+JjMM+c7T54xXluammB8355K58EvESApLV3peV+6VzGx3OdGs+c62irffEUeBxtrViw+6dOsmXeys8WkAX1wefM6PNq/E/Xd3VhjNhw8Ug2ZEUVoa7IbeWhrVdzcw8fFBVqamoxYSkYmXiencMrhYXAIK9aojnuFcxrXrcOKBUpZRxHxb5ORmsVseq+tpQkv51qc1iOEEEIIIYQQQgghbHp61nBzHYpOHfdh0MBHsLNj9ycJCd0KiUT6uXlyCrM/iY6OBTzcRyudR2kpH0VFn+ZZa3XKzuben0TaXEMD1fcnMTBg9yfJL0hQ+T6qYGjoiDoe49C960n063Mb5ubs/iSvQrZUQ2ZfLitL9ndxAmEu5/UEAvZcHR0zzusRQgghhBBCCCGEENUytjFHsxFdMOXwEix6sR8e7RqyxtzYfEJmrXbk3eeM1wYWJmg5TvlabSFfgJy3GUrP+9K9DYlT6VxzB9XXapvVZNdqZ8R/mt8fWDjZovWE3ph1fjV+9t+Gmr6urDE3Nh2vhsyIIjS0NFkxTZ2PdxFjwtMI5KUwL6Gt7VcXBmbGHy0HQgghhBBCCCGEkE+dra0txo4ejTMnTyAmPAydOnRgjVm3YaPMM+dbt28zXltaWmLShPFK58Hn8/EmiXpSf+hlcLBK5zo6qr4ntaODAysWG8f9rLwq1apVC1MnT8KNq1fw4sljNKhfnzVmzbr11ZDZ1+VlcDC69OiJ/Px8Rtzc3BzXL1+Cmxv7u4DPlVAolBrX1dXlvKaeHnuuQCDgvB4hhBBCCCGEEELIl8TG1grDRvfH/lN/43HEDbTt2II15u8Nu2Seed+7/ZDx2sLSDKMnDFE6Dz6/BG/fpCo970sXGhyh0rk1He0rk45UNRztWLH4uESV76MKjrVqYtzk4Th1dR/uPDkHn/qerDFb1u2shsy+LiEvwzGo+zcoyC9kxM3MTXDy8h44u6muv3P9xuz+LcHPQyEQSD+LrkhJiQDBz9k9c+o38uaUGyGEEEIIIYQQQgipGsbWWvAbYoVJuz3wW0ADuLdm/5787W3JKCuTSJ0f+SCP8drAXAPNR7L7Tcgj5IuRm6z8OdSX7m1YkUrnmtXUrkw6UpnZs9fMfF2i8n1UwdxBB63G2ODbY56Yf90HNbz1WWNubv00e6N8jkqF7O/LNHXUKrWmpi57fqlA+vdyhBBCCCFfssr9X1WEEEIIIR+ZY82aOHfoANxdXBjxjMwsvAyRfrFfciqzULpRvfrQ0NBQeu+gp88gEomUnvelC3r6lPvcJ+y5TRo2qEw6UrVt2ZIVu+sfoPJ9VM27bl1cOXkM5mbMy/ieBQcjOyenmrL68oVHRaHrwEHIyc1lxI2NjHD5+FF41alT5TkcP3MWE2bOhkTC/FLN18sTl48fhZGhoUr2UVNTg7GRUaX+MzQwkLq2tLEaGuzm34QQQgghhBBCCCFfMztLB/w57zicbJmNbXPyMxGV+ErqnIzcFMZrz9oNoKGu/Jn3q5gnKBXTmfeHXsU8Vulcb5dGlUlHqsZ1W7NiT8Luq3wfVXN18MTWn87CxIB55h2e8AJ5hdnVlBX51GXmshsiWRgr/0smhBBCCCGEEEIIIV8DR1sbnFr7B9wcazLiGTm5CI6OlTonJTOT8bphHQ9OddaPQ8MgKi1Vet6X7lFImErnNvZUfQ1r6wbsSxHvPXuh8n1UzculNi5sWgNzYyNG/HlkNLLz8mXMItUpNSuLFbM2N5My8j1dHW34edVlxe9yeEbj3yYjKS2dEdPT0YGfN7tJ+n819faEjrYWI5aYmoaE5BQZM2ST9neruY83dLRV38CHEEIIIYQQQgghhACGBjXRueNBGBsz+5OUlGQiK1t6f5LiYmbdooVFPaipKX9unpHxDGVlVKv9oYwM7v1J0qXMtbRUfX8SW1v2RaIpKf4q30fVzMzqoluX49DWZp67ZmYFQyCg/iSqYm/flhXLzgrhtJZEIkF2Dvv7ID1dG07rEUIIIYQQQgghhJCqZe5gjWnHlsLalVmrXZiZi7evpNdq56UyaycdG7hBXUNd6b0TnoRDLKJa7Q/FPwnnPvcx+2zOqZFHZdKRyq1VPVYs+sFLle+javaetTHzzEromzFrtd+8jEZRNtVqf4ry0ti12kZWph9t/ycnb7NijQa2/2j7E0IIIYQQQgghhHxuHB0dcf7Mabi7uTHiGRkZeBkcLHVOcgrz99sbN2zI7R7GR4/oHkYpgh494jw3MIg9169J48qkI1XbNm1YsTv37ql8H1Xz9vLCtUsXYW5uzog/e/4c2dnUk7qqhIdHoHP3Hsj54K5LY2NjXL14AV6eFffa+Nx8+Hz9K0tKrxNFZUqZa2EhfR9CCCGEEEIIIYSQr1lNR3scPLMNLm61GPHMjGyEvIyQOic1hdkftl4jb05n3s8evaQzbymeBr3gPvcRu9a5YWPfSmQjXcs2fqxYwN0gle+janW93XHi8m6YmZsw4sHPQ5GTnVstOX0NosJjMKj7OOTm5DHiRsaGOHZpN+p4ucmYyY1TbQfUdLRnxAQCIR4/fKb0Wo8fPoNQyPx3ysnZAQ5ONSqVIyGEEEIIIYQQQgipOmY1tDF5rwesnHUY8cKsUrwNK5Y6Jz9NyHjt4GsAdQ2e0nu/fl4IsUii9LwvXcKzQpXOdapvWJl0pHJtbsyKxTz89Ptz2NXRx/TDdaBvyvyeJulVEYpy6DsYVTAw02TFKvNnK5FIUJTD7kNkYKb8d22EEEIIIZ87+r+ACCGEEPLZ0dLSwrCBA7BwxUpGPDHpDer7eLPGZ33QLMDE2Ig1RhH7jx7jNO9LFxwahrDISNR1d1dqnkgkwolz51nxJg1Uf6FihzatWbFjp8/gl+/nQE1NTeX7qZKZqSl6d+uC3QcPl8ckEgkSk97CzLTqmiaPGTYUY4YNrbL1P1Wx8Qno0n8QMjKZjTIM9PVx8dhhNPD1qfIczl++glFTpkEsFjPiddzccOXEMZiamKhsL4caNZAVF12pNRISE+HSgN0gqLLrEkIIIYQQQgghhHwtNDW00L3FEPx1YikjnpyZCA8ndpOK3AJmE2JDPRNO+56/f5DTvC9dVGIIYpMi4FxDuYsYRaUiXA86zYp7OzdSVWrl/LzasWJXA09gUr/5n/yZt7GBGdo27IEzd/eXxyQSCVIyk2BsYFZl+/ZpMxJ92oyssvVJ1UjOSERqVhIrbmvhUA3ZEEIIIYQQQgghhHwetDQ1MbRLJyzevosRT0xNRT13V9b4rDxmMwdjAwNO+x64dJXTvC/dq5hYhMcnoE4tJ6XmiUpLcerWHVa8sWcd1ST2H+2bNGTFjl+/hZ++Gf3JnzmbGRuhZ+uW2Hv+UnlMIpHgTVoazDj+zoAiRvXshlE9u1XZ+l8q/xfsi2UdbGzkzuvRqgXuP2c2e99/8QpGK/kz2H/xCivW0a8xtLW0Kpyno62NDo0b4eKDANZ6v04cV+kcerRqodQahBBCCCGEEEIIIUQ56upacK49AM+eM/uTFBa+gYU5uz+JQMDsT6Ktxe2sMTrmKKd5X7rsnDDk5EbC1ES5/iRlZSLEJ7D7k1hass+4K8vOjt2fJC7+DOrXmwse79M+N9fWNoWjQ1dERR/6T1SCwsIkaGtXXX8SN9ehcHP9OvqT2Nu3g7q6LsRifnksOyccJSXZ0NFRrh4+OyeU9W+OmpoWrKxU/1wTQgghhBBCCCGEENXQ0NJE48EdcGHZHkY86006avqya7WLspm12nrG3Gq1Aw9f5zTvS/c2JA4pEa9h6+Go1DyxqBTPztxjxWs1Un2ttkdbdp/tJyfvoNsPIz/5Wm19MyP4dG+Ohwfe179KJBJkJ6VD36zqarWbjeiCZiO6VNn6X6rYgBBWzMzB+qPsXZidh6BD1xgxXWN9+A3t9FH2J4QQQgghhBBCCPlcaWlpYfiwofh90WJG/PXrRNSvV481PiuLeZ+aiYkxp333HTjAad6XLvjVK4SFh6NuHeXOikUiEU6cOsWK+zVuoqrUynXs0J4VO3rsOH79+edP/szZzMwMvXv1xO49e8tjEokEiW/ewMys6npSjx09GmNHj66y9T9VsbGx6NS9OzIyMhhxAwMDXD5/Dg3q16+mzKqOlpYWTExMkJuby4g/ffYcPXvYclrzyZOnrJilpRWntQghhBBCCCGEEEK+dFpaWhg4rDdWLNrIiCclvoVP/bqs8TlZuYzXxhz7CB/Zz74zkAChryIRGRYD97ouSs0TiUQ4d/IyK96wCfsuzcpq3b45K3b62EXMXTD9kz/zNjUzQddeHXFoz4nymEQiQVJiMkzNTKps32Gj+2PY6P5Vtv6nKj42EQO6jUVmBvP+Vn0DfRy9sBO+9T2rZN8uPdvjny37GbHD+06hZdumSq1zZB/7e6SuPdnf+RBCCCGEEEIIIYSQT4uGlhoa9bPEpTVvGPGcJAFqeumzxhfllDJe6xprcNr30fEM+YO+QsnhxUiJKoatm55S88SiMry4kMWKO9bn1v+lIu6t2PX9z85mocvsGlBT46l8P1XSN9WEdxdTBB55//xJJEDOWyH0TTWrbF+/IVbwG/Ll1+YaWLD/DN+8KuK8XnJYMcRCiUL7EEIIIYR86T7tChNCCCGEEBmsLCxYMaFQJHWsoQHzMDM5NVXp/RISE3HkFBVdy7Jp63al5xw8fgJZ2czCVh/PunB3Va54WxE+nnXhXZfZCCUiOhrHTp9R+V5VwVLa8y4SVkMmX7Y3b9+ic/+BrH8jdHV1cfbQATRt1KjKc7h+5y6GTpiE0lLml2YutWrh6snjUp8FQgghhBBCCCGEEPL5MzOyZMVEpdLPvPV1mWfeGTkpSu/3NuM1rjw8IX/gV+rglS1Kz7nofwS5hcwzbzcHLzjZuakqLca6rjWZDSLik6NwNfCkyveqClKfdzGdeRO2M3f3s2Lujj6wNLWphmwIIYQQQgghhBBCPh+WpiasmFBUyh4IwFCP2XwiJTNT6f1eJ6fg2PWbSs/7Wmw+ovx5/OEr15GVl8+Iebs4w83RQVVpMdb1cq7NiEW+TsTxG7dVvldVUOZ5J9Xn7tPneJ3CrNFWV1dDJ7/GcucO7twB6urMX4N98PwlwuMTFN5fKBJh3wV2w/hhXTspNH9Yt86s2N7zlyAUSf8+T5qwuHj4vwhmxDTU1TGwYzuF1yCEEEIIIYQQQggh3OjqsH9Hv6xM+tmOpiazVru4OE3p/QoKEhEXT/1JZAkNVb4/SUzsCQgEzFptM9O6MDFWfX8SM1NPmJoy+5Pk5UUjLv6MyveqCjpKPO9EeVqaBnBy7M6ISSSliIo+qPRaEZH7WDEry4bQ0FCueTwhhBBCCCGEEEII+bgMLUxYMbGMntg6BrqM17mp7EsA5cl6nYonJ24pPe9rcesv5ftsPDp6A0XZzFpte6/asHatqaq0GOvaedZixNKiEvH01B2V71UVDC1NWDEx1Wp/ciLvvUBWIrNWW01dDXXbV30vbQA4t2gXinIKGLG2k/pCx5DOuwkhhBBCCCGEEELksbJk9+iVdS+doaEh43VyivI9qRMSEnD46DGl530tNmz6U+k5Bw4dQlYW8/zfx9sb7u6q70nt4+0Nby8vRiwiMhJHjx9X+V5VQerzLqSe1Kr25s0bdOzWDcnJyYy4rq4uzp8+haZ+ftWUWdVr2qQJK3biFLee7dnZ2bhxi/0dnV8T+X1SCCGEEEIIIYQQQr5WFlbmrJhQRp21gaE+43VqSrrS+yUmJOH00QtKz/tabPtzj9Jzjh86h+ysXEbM09sdLu61pU+oBE8fD9T1cmfEoiPjcObYJZXvVRUsLM1YMZESfYqJYt6+ScGArmOQmsz8N0JXVwcHz2xDI796Vbb34BF9WLHzJ68gOytH4TWys3Jw/tRVVnzgcPbahBBCCCGEEEIIIeTTY2ihyYqVCsukjtXWV2e8zktVvkY2600Jnp5V/g7Jr8Xdf5Svn398KhNFOcweGXZ19GDtoitjBnd2dfVgV4fZYyEtho/n55TvNVMdDKQ872KR9OedKMepgQErlhRShIyEEk7rPT/PfqasXXSha6jBaT1CCCGEkM+ZmvwhhBBCCCGfnrDICFbM1sZG6tgadraM14FPniIzS/FDR7FYjNFTp0MgECiX5Fdk18FDePTsmcLjs3Ny8POSpaz4pDFjVJlWOR6Ph99+mMeKf/vDj4iKia2SPVUpLCKSFbOT8bwTblLT0tG530C8fvOGEdfW1sbJfXvQpkXzKs/h/sNADBg9hvVvjWPNmrh2+gTsbOlnTgghhBBCCCGEEPKlik0KZ8WsTKWfB1mb2TNeB8c8Qk6B4sXT4jIxFvw1AUIRnXnLcubOPryKfaLw+LzCbGw68jsrPrDDeFWmVY7H42HKgJ9Y8eW75+B1SnSV7KlKsW+lPO8mtlJGkq9ZzJsw7L2wgRXv0Lj3x0+GEEIIIYQQQggh5DMTFpfAitlasBteA4C9FfMyvKCQUGTm5iq8l1gsxriFyyCQ0TybAHvOX8LjUPa5qCzZefn4dct2VnxCv6o5G+PxeFgwYSwrPnv1ekQnvmFP+MSES3veLaU/76R6FBQVY/bqDax4q/r1YGZsJHe+rYU5+rdvy4rPWrUeEolEoRxW7N6Pt+kZjJiTnS16tW6h0Pw+bVqihrUVI/Y2PQMr9xxQaL5EIpH6ZzC4cwdYm7MbtBNCCCGEEEIIIYQQ1crJZfdr0NOzljpWX49Z05qe8QQlJYr3JykrE+PuvWkQi6lWW5ao6IPIyFC8P4lAkIPHT5aw4h4eVdefpEE9dn+SgIfzkZf36fcnyZX6vFOvClXy8pzKir0M/hPFxWkKr5GVHYKoqIOsuJvb8ErlRgghhBBCCCGEEEKqXkpEAitmbCu9dtXEnlmrHf8oDIVZeQrvVSYWY8+kP1AqoFptWQL2X0HCU3afclmKsvNxZuE/rHircT1VmVY5Ho+HHj+OZsWPzNmEtJikKtlTlVIiXrNixjZUq/0pKSkoxtHvN7Hiri18oW8mv1a7soKO3oD/vsuMmImdBTp/N7TK9yaEEEIIIYQQQgj5EoSGsXtR2NlK79Fbw57Zk/phYBAyM5XoSS0WY9S4cXQPYwV27dmDR48fKzw+OzsbP/3yKys+eeJEVaZVjsfj4fdff2HFp8+chaioT78ndZgSzzvhJjU1FR27dsPr14mMuLa2Nk4fP4Y2rVtXU2YfR5fOnVmxg4eP4GVwsNJrLVq6DIWFhYyYmpoaOrZvzzk/QgghhBBCCCGEkC9dRBj7nNLGzkrKSMDOntnz40ngc2RlZiu8l1gsxtSx30MgECqX5Ffk4O4TePb4pcLjc7JzsXTBGlZ8zKRhqkyrHI/Hw7xfv2XFf5i5ELFR8VWypypFhsWwYja20nvZEG7SUjPQv8sYvHn9lhHX1tbC3hN/oUXrJlW6f/1GPmjkV48R4/NL8Ou8PxRe49fvl4PPL2HEmrZsBN/6nqpIkRBCCCGEEEIIIYRUsZSoYlbM2EZL6lgTW2Y84VkBCrMV7xVSJpZg/4wYlAoUu4/ta/TwcDpePy9QeHxRjgjnlyey4i1GVc1ZLo/HQ7c5NVjxYz/HIT2WXyV7qlJqJDtHI2vpzztRjkM9A+iZaDBikjLg/HJ2Txd5st8KcHdXCivu0caYc36EEEIIIZ8ztepOgBBCCCFfn+DQUPQcOhzX79zlND8qJhZ7Dx9lxPT0dFHPy0vq+DYtmjNeCwQCfPczu+mENCUlJRjyzQQEBD3ilOvXoqysDP1HjkFMnPwC5qKiIvQaNgLpGcxmLzZWVhgxaGBVpYi+PbrDr1FDRiw3Lw+d+w/EQyWapPxXWVkZzly8hNY9eqGoqEjqmIvXrmPExMkIevqU0x4PAoNw5eYtRsyxZk3YU6MRlcnOyUHXgYMQHRfHiGtqauLorn/QuV3bKs/hyfMX6DN8JIqLmV802Nva4vrpE3Cowf7yhBBCCCGEEEIIIYR8GqISQzB91QA8fHVL/mApXqdE49y9g4yYjrYe3B19pI5vWKcV47VQJMCqffMV2ksgLMG8jaPwIiqQU65fizJJGb5bNxSJqbFyx/JLijBj9UBk52cw4hYm1ujRYkhVpYj2jXrDx6UxI1ZQnItJy3vhZXQQpzXLyspw6/E5jF3UCfwS6Wfe955fwY+bx+FVDLdz9eeRAfB/eZ0Rs7VwgJWZHaf1yKfn/P1D2HZqBfKLcjmv8TI6CBOX94BAxGw0YmZkiaGdJ1cyQ0IIIYQQQgghhJBP26voWPT9bj5uBj3hND868Q0OXLzCiOnp6MDXzUXq+FYN6jFeC4QifL9us0J7lQgEGP7zQjwMDuGU69eirKwMg39YgNg3SXLHFvH56Df3R6Tn5DDiNuZmGNa1U1WliD5tW6GJV11GLLegEN2+nYPAV6Gc1iwrK8PZO/fRftK3KOJLbxZy2f8hRv+6GI9Cwjjt4f8iGFcfMs/EHWysYW9pyWk9whQWF48py1Yp9OzKkpyRie4z5iIigdkYhMfj4deJ4xRe56dvRkNDXZ0Ru//8JZbv3Ct37s2gJ1iz75DUNdU/WFMWDQ0N/DRuNCu+eu9Bhf69XvbPHtx/zmxyr6mhgfljRyq0PyGEEEIIIYQQQsjXLDs7FFevDcPbt3c4zc/Li0V0zBFGTENDD+Zm0vuT2Ni0YLwWiwUIDFqg0F6lpSW4dXs80tKpP0lFJJIyXL85Gvn5cXLHikRFuHp9OEpKmP1JdHWt4Ow8qKpShKNjD1haMvuTCIV5uHxlANLSudVRSyRlSHh9ERcu9oRIJL1WO/HNddy+MxnpGdz6k6SmBeJN0k1GzMCgJvT0qD+JKllY+MDJqRcjJhTm4uatcRAK5Td+LypKwe3bE1FWxmy8b2RYC861q67vDiGEEEIIIYQQQggBkkLisGXgzwi/xe0MLi0mCYGHrjFiWno6qOEtvVbbtaUv43WpQITj87cotJeoRIgdo5cgNpBbLe/XQlJWhq3DfkN67Fu5YwVFfPw1eAEKMnIZcSNrMzQZ0rGKMgTq9WqJWo3rMGL8vEJs7D0PcY+41VGXlZXhxfkHWNtlFgRF0mu1X10NxK5vliH+STinPWIevkLodeZ3HmYO1jCxs+C0HmFKDk/A/ulrFHp2ZclNycSmPj8gNZJ5ySiPx0PPBWMUXict+g1KhYpfFvuvB3suYv/UVZCUlTH2Hrn5e2jr6yq9HiGEEEIIIYQQQsjnJvjVK/To3QfXb9zgND8qKhp79+9nxPT09FDP11fq+DatWzNeCwQCzJ47V6G9SkpKMHjYcPgHPOSU69eirKwMfQcOQkyM/J7URUVF6Nm3H9LT0xlxGxsbjBw+rKpSRL8+fdDUz48Ry83NRcduXfEwkFvP8bKyMpw+exat2rWTfQ/jpcsYPmoUgh5xq5V/4O+Py1evMmKOjg6wt7fntB5hy87ORufuPRAdE8OIa2pq4vjhw+jcqer61nwqhg8dAkNDQ0ZMLBaj78CBSEhIUHidv7dtx59b2N/pDejXD+bm5pVNkxBCCCGEEEIIIeSTFBocgaG9J+DODX9O82Oj4nFk3ylGTE9PF16+daSOb96Gec4pEAixYM4yhfYqKRFg/NCZeBTwjFOuX4uysjKMGjANcTGv5Y4tKirG8D6TkJGexYhb2Vhi0PDeVZUievTtjEZ+9RixvNx89O86Bo8Dn3Nas6ysDBfPXEOPtkNRVFQsdcy1S7cxaeR3ePropdT35Qn0f4KbV+8xYjUd7WFrb81pPcKWk52LQd3GIS4mgRHX1NTEriN/ol2nlh8lj/m/z2LFjh04g8Mf/HsnzeF9p3Ds4Fn2mr/NVEluhBBCCCGEEEIIIaRib8OKsHVUOCLu5XKanx7LR9CxDEZMS1cNNTz1pY53bW7EeF0qkODkbwkK7SUqKcOuyVGIeyy/p+3XTFIG7PgmEhnx0nts/JegWIxtoyNQkPlB718rTTQeUHX3G/p0M4NTAwNGjJ8nxuYhYYh/wu3nW1YmwcvLWdjQNwSCYrHUMaE3crBnWhQSnnHbI/ZRPsJu5zJiZjW0YWKrxWk9wqSmxkPzEVas+IuL2bi09o3C6+RnCLF9TAQERWWMOE8NaDaMvT4hhBBCyNdArboTIIQQQsjXp6xMgis3bqLbwMGo06QZflm2HE9fvIREIqlwnlgsxqHjJ9CmZy8UFBYy3hvUpw8MDKQfPg/p348VO3zyFIaNn4jUtHQpM965dvsOmnbqgjMXLwEA1NTUYGVJDYU/ZG5mBgBITU9Hi67dceDYcZSVlUkd+yAwCE07dUXQE3Zj882rV8LQ0EDKLNXg8Xg4uusf2FgxDwKTkpPRrldfTJ3zPSKjY2TMfk8sFuPh48eY99tCuDZsgoFjxiEg6BFkPb6lpSIcPX0GLbp0R6N2HbB83XqER0XJ3aekpARb/tmJHkOGorS0lPHemGFDwePx5K5B5CsoKET3wUMREh7BiGtoaODg9q3o2aVzlecQGhGBHkOGIb+A+QWFtZUlrp06gdpOTlWeAyGEEEIIIYQQQgjhrqysDP4vr2Hqij7oPbce/jy2CGHxz+WfeZeJcdH/KMYu7oyiEubZUGe/ftDTkX5e2q3ZQFbscsAx/LBpDDJz02TuFxB8EyN+bYNbT84DANR4ajAzqrqC4M+VicG7M+/M3DSM/r09Ltw/LPPM+3lkAEb82gbBMY9Z7/08dh30dQ2lzFINHo+H1TP3w8KE2aAjLfstxi/piiU7ZyIhWf5ZtLhMjJfRQVh38Gf0+M4bczaMwIuoQEgg/fktFYtw5eEJjPq9PYb83AI7zqxG3NsIqWP/SyAswZFr2zBtZX+Uipln3n1aj6Qz7y9IXmEO/j65DN1m1sUvf0/CnacXUSKU/8sLABAS+xS/b5+KcYs6Iyc/k/X+nOHLYKRvouKMCSGEEEIIIYQQQj4tZZIyXH0YhJ6zvof3oJH4/e9/8CwiUqE668NXrqPD5BkoKGY2Eh7QoS0M9PSkzhvcuT0rdvTaDYxcsAipWVlSZrxzI+gxWn4zBefu3gfw/zprU1N5H++rY278rolKalY22kyYhkOXr8k8c/Z/EYyW46bgUUgY670N876Dob70n6Eq8Hg8HFy+EDbmZoz42/QMdJoyE9+uWIuo14ly1xGLxQh8FYofN/2FOv2HYeiPv+JhcIjM51dUWorj12+hzYRpaDp6Albu3o+IePlNwEsEAvx9/BT6fPcDSsXMBiKje3ajM2cVEZWWYu/5S/AdOhp9v5uPPecuIiMnV6G5r5NTsHznXvgOGYUnYeGs90f37Ibmvt4K51KnlhNmDhvMii/9Zw9mrFyLrLw81ntCkQhbT5xGv7k/QvRBPX5zX2+M6tFV4f0BYGzv7mjiVZcRE5WWot/cH7H1xGkIRSLWnKy8PMxYuRbLdu5lvffdiKFwc3RQKgdCCCGEEEIIIYSQr5FEUoaktzdx5dpgHD/ZFE+eLkdmpvz+JGVlYsTEnsCFS70gEjH7k9Ry6g1NTem12s612f1JYuNO4dbtiSgull2rnfT2Ns6d74LXie/6k/B4atDRof4kH9LWfncOzeen49yF7oiOOQaJRPq5eWpaIM6d74KMDHZ/kubNVkJLxs9QFXg8Hjq02wldXWZ/kqLiZFy81AcP/OciN09+f5KyMjHS0h8j6NHvOHaiMW7eGoe09EeAjFrtsjIR4uJP4/yFbjh9tj1evFyP3Fz5NeGlpSUIC9uJq9eGQiJhnoe6ulB/kqrQtMlSaGmZMGLpGU9w/mJ3pKQGyJyX8PoSzl/sjrz8WEacx1NDs2YroKamXhXpEkIIIYQQQgghhJD/k5SVIfT6I/zZbz4WNhiDs4t3IfF5lPwzZ7EYj47dxNous1FSwKzVbtCvDXQMdKXOazywHSv2+Pgt/DN2CfLSsmXuF3bzCVa2m4aXFx4AAHhqajC0NJHz6b4++mbvarXz07KxuuMMBB25LrNWO+bhK6xsNx3xj9l1rUPXzoSOYdXWak/Y+xuMrJm12rlvM7Cu23c4NGs90qLlX8BXJhYj7lEYTi7Yht98R2H7yIWIDQyV2RNbLBLjycnbWN1hBpa3nIzLqw8iJVJ+rbaoRIg7289gy4CfUFbKrNVuNqILnTmriFhUiocHrmBx43HYMvBn+O+7jILMXIXmZr1OxaWV+7Go0TgkPGX3fGk6ogucm3opnMudbWfwi9cInF20E4nPK/5eQiKRIDYwBOt7zMGhWetRJmb+nev+4yjU7dBI4b0JIYQQQgghhBBCPmdlZWW4fPUquvToCXdPLyz47Tc8ffZMof4gBw8fRqv27VHwwX1lgwcOgIGB9BrZYUPYv29/6MhRDB0xEqmpqTL3u3b9Opo0b4HTZ88C+H9/kA/u8COAubk5ACA1NRXNWrfG/oMHZd/D6O+PJs1bIDAoiPXelk0bYWhYtT2pjx06CBsbG0Y8Kekt2nToiMnTpiMyUoGe1GIxHgYG4vv5P8LZwwMDBg+Bf8BD2f1BRCIcOXYczVq1RoMmfli2YgXCw+X3pC4pKcHmv/5Gt169Wfcwjh09ms6cVaSgoADdevVGSGgoI66hoYFD+/ehZ4/u1ZTZx2VpaYm5381mxV+/TkQDv6bYtmMHSkpKZM6PjY3F6HHjMH3mTNZ7GhoaWLpokSrTJYQQQgghhBBCCPmklJWV4eaVexjUfRz86nb+H3t3GR7V8bYB/M4mG9+4EE+I4MFdixWnlBa3Ym1pcWuLFmihxb24u0txd4lCiLsAcfdk837gzb/dbkISkt2N3L/r6ofOOXPOk+TmEGbnzOC3Revg6Vb8msKF8vPzcfroRfT7bDjSUtMljg34qje0tbWK7Pfl0H5SbWeOX8LEEdMR/T622PvdvfkIPdsOxt8XbgL4MOZtbGJY0pdX4xgY6gEAYt7HonfHr3Hy8Plix7yfPXZBz7aD4fLcQ+rYn5uWQFsk27U99hzbBJNakntpvo18jwFdR2L2lEUI9Asu8Tr5+fl4+cwdS+avQos63TBuyI948aT4z2zycvNw7uTf6NXha3zWciDWrdwOf5+S1xDJysrG7m2HMLTfRKkx7+FjvuSYdwVJS03D0H4T4PNG8vMOFRUV7Di0Dj37Sr+nIStdurfHwK96S7VPn/Qz/ly2CenpGVLH0tLS8cevGzF90s9SxwYP648OXdrIpFYiIiIiIiIiIpJUIAa87yRh23AfLO/gjsurwhH+Kq0U64sU4OXZWGwY5IXsNMn1Fpr2N4SaVtHrxjYbKL0Oteu5OOz7zh8pMTnF3s/nfhLW9H2FV1c/rEGiJABERsKSvrwaR0tfBQCQEpOLdf298OJ0LMTion+WQS9SsKbPa4S6pUkd+/p3O6hry27tXyUlJXyzwwk6JpI/w6R3Odg4+A2OzwtCdGBmidcR5xcgxCUV55eFYllbd+yZ6I/gl6nFLWmN/LwCuF2Ix7r+Xvijpyeub4zE+wDp8cv/ys0S48G+d9g+0gfiPMmLtx5qzHHvCtT9Bwto6kln79q6SOwc54u3vsX/vPLzCvDyTCz+7PkKb32kz2s52Bjm9Yr+TI6IiIioulNRdAFERERUswUEB2PV+o1YtX4jRNracG7YAA3q1IGBgT70dHQhLhAjMSkJAUHBePDkKRISE6WuYWxkiJWLFxZ7jzYtWmBA7164ePWaRPupCxdx4eo1fNaxA5o0aggDPX2kpqUh8m0Ubt9/iIioKInzf5o5HY+ePkdMbFzFfPHVxO+LFmD2wsVIS09HfEICxk35ET8tXYZe3bvCysISamqqePvuPe49egxvP78irzFm2FB8IYcFHSzNzXH64D70+XoYUv61WE1eXh52HTyEXQcPwd7OFm1btoS5WS3o6+ohX5yPpOQUxCfEw8vHF14+vsjMLHmQuiger73g8doLi39fBX09PTRp1BB1HR2hr68HXZEO8vLzEBefAF//ADx8+hRp6elS16jr6Ii5U3/45O8BSTr3999wcfeQai8oKMCk6TMxafrMcl1/3vSpmD9devGNf1u3dTviE6QX2k9KTkG7z6UnYZfVhaOH0aFN63Jfh4iIiIiIiIiIShb+Pgh7LqzBngtroKUugpNNQ9hb1IOuyAAiTV0UFIiRkp6EsHeBcPV9hOQ06TFvfR0jzBi2vNh7ODu2QpfmfXHP9W+J9hvPz+Ku62W0qt8ZdWydoautj/TMNEQnROK51z28j4+UOH/CwDlw83uChJTiFyepiaYN+xVrDv+MjKw0JKUlYOFfk7Hh+CK0b9wDtQytoKqiipjEd3jp/QDBUUUvKt2/4wh0bTlA5rWaGlpg3YyjmPLHIKRlpvyvPS8/D2fu7MOZO/tgZVobjR1bw0TfDCItPYjF+UjNSEZSajwCI30QGPEGWTmfNubtF/YKfmGvsPXUMuho6aOurTNszZygq60PbU0d5OfnISk1HsFv/eDm+wQZWdIT0+3MnTCu/4xP/RbQR0xd/RXc/Z8VezwvT/oFjatPTuHuf54t/2ZmaIlTq4q/5r+lZ6Xi8qNjuPzoGJQFyrAxc4STdSMY65lCW1MXGmqayMrJRFpGMkLfBcA39BViEt8We70fvlqEfh2Hl+reRERERERERETVRWBEJP48cBh/HjgMkaYmGjnao35tWxjo6EJXpA2xWIyk1FQEhEfikbsnElJSpK5hrK+HFT98W+w9WjdsgH6d2uPyg8cS7Wdu38WlB4/QpXlTNK7jCH0dEdIyMhEZHYM7L10RGR0jcf68sSPx2OMVYoqY612TLZ8yGfM2bkVaRibik1Mw4dffsWDLX+jZtjWsTE2gpqqKqNhYPHD1gE9IaJHXGNXncwzs0lHmtVqamOD4H8sxYPo8pPxrDnNefj72nL+EPecvobalOdo0aghzYyPoiUT/n8E0xCcn401QCN4EBSMzO/uT7u/pHwhP/0As3bEH+joiNHZyRB0ba+jriKCjrYW8/HzEJyXDLzQcjzw8kZYhPbZdx8Yas0ZxHLGi5eeLcf3pc1x/+hzAaljVMkVjRwdYm9WCrrYWdLS0kJObi9SMDIS9e4/XAUHwCwsvdnGi3u3bYOPcGWWuY+l3E/DY8xWev5bcYHL3uUs4evUmerdvCwcrC6ipqiL07TvcePYC7+Pipa5jrK+H/csWlXkxGIFAgIPLFqH9N98iPvmf521uXh5mrtmI1QeOoEebVrA1q4XM7BwERkbi2uNnyChis8f2TZyxaNK4Mt2fiIiIiIiIiIiAlJRgeL7aAM9XGyAUasPAoAH09epATc0Aqqo6KCgQIycnGcnJQXgf/RTZ2dJj1urqRmjZYlGx9zAxaQFr614ID5dcnyQk9ALCwq/C3KwDDA0bQU1VD7l5aUhLf4u3bx8gPV1yfZLGzjPwPvoZ3r/n+iT/1rLFQjx/vgi5eenIzk7Ag4c/4qXLMlhadoO2lgWUldWQnv4O794/RlJS0euTODoMha1NX5nXqqVlju5d9+PajaHIzf1nfZKCgjz4+R+Cn/8hiES2MDVpCU1NM6ipfXhfIDs7GdnZCUhM9EVCog/y8z9trnZCghcSErzg6rYSqqp6MDRsBD1dB6ip6UNVKIK4IB9ZWfFISg5A9PunyM2TXp9EV9cRzo1+/OTvARVPS8sMXTpvx81bo1BQ8M8C/ElJfrhy9Qvo6dWBuVkHaGrWglicj/T0KES9vY+0tPAir9e82S+wtJDfppJERERERERERATEBEXh+tqjuL72KNRFmrBoWBtmdW2hZaADTV0tFIgLkJGUiujAKAQ+9kR6YqrUNbSN9DDo14nF3sOuZX04922HV38/kWh3O3cfr/5+AqdOTWDl7ABNfRGy0zKRGBUD33tuSIyUXAek1+zhCHz6GqmxSRXytVcXXyydiNO/bEd2WibSE1Jw4Ns/cG7xLjTo0RL6liZQURUi+V08/B964J1vWJHXaDOiJ5r07yDzWvUtjPHtkaXY/OVPyEr5Z/M8cV4+Hu3/G4/2/w1jO3PYta4PPTMjaOqJIM7PR2ZyOtLik/HOJxRR3iHIzfy0udqRr4MQ+ToIl1bsg6aeCFbODjB1soKWvgjqOloQ5+UjLT4F7/3DEPjkNbLTpMe2TZ2s0WP60E/+HlDRxPlivLn5Am9uvsCRqYCBlQksG9nDwLoWNHS0oKGjhbzsXGSlZSAhPBqRXkGI9o8odq52w89bY9i6j6+FXZSU6ARcX3cM19cdg8hYD1aNHVGrjjW09EVQFgqRFpeEpHdx8H/oiZRo6XW0AaDTxAHo+9OYMt+biIiIiIiIiKg6CAgMxMo//sTKP/6ESCRCY+dGqF+vPgwNDaCnq/dhH8bEJAQEBOD+w4dIKGKvMmNjY6z67bdi79GmdWsM7N8fFy5dkmg/efo0zl+8iK5duqBJk8Yw0DdAaloqIiIjcfvOHURESK5J/fP8eXj0+DFiYiTXDanpVq5Yjllz5yEtLQ3x8fEYO34C5v+yAL0+7wlrKyuoqakhKuot7t2/D28fnyKvMXb0KAwaOFDmtVpaWuLsyRPo1a8/Uv611kxeXh527dmDXXv2wL52bbRr2wbm5ubQ19P/sA9jUjLi4uPw5o03Xnt5ffo+jJ6e8PD0xKIlS6Gvr4+mjRujzv/vO6qro/thH8a4ePj6+uLBo0dIS5Nek7punTqYN3v2J38PSNLZ8+fx0sVFqr2goAATv/0OE7/9rlzXnz93Dn6aO7fU5+ubmH70eEZGhlTbD9OmY+ac4u8xfOhQbNu8qcR7/zR3Lh4+fITbd+9KtCclJeH7H6fi54WL0KlDB9SrVxcG+gbIzslGdHQMXrx8CVc3N4jF4iKvu3XTRjg6OpR4fyIiIiIiIiKi6iA4MBQb/vgLG/74C9oiLTRwrou69R2hb6AHXT2dD+sRJyYjOCAUTx6+RGJCktQ1jIwNsPj34sd7WrRugt79u+HqpdsS7RdOX8XVi7fQ4bM2aNS4PvQN9JCWmoaoyPd4cOcJoiLeSZw/Y/53ePbYBbEx0uvP1mQLf5uDRXNWIj0tHQnxSfhh/Dz8+stqdPu8EyytzKCqpop3b6Px+N5z+PkEFnmNoaMHoe8XPWVeq7llLRw4tRVD+o5Haso/48l5eXk4uPsEDu4+AVt7a7Rq0xS1zE2hp6+L/Px8pCSlIj4+Eb5v/OHj5Y/MTOn1f0vDy9MHXp4+WLlkPfT0ddGoST041KkNfX096OiKkJeXh4T4RPj7BuHpQxekp0mv7eFYpzZ+nDPpk78HJOnyuRtwd3kt1V5QUIAZ3/6CGd/+Uq7rT5s7GdPnFb9m/3+t3bYcnu5vEBr0z3ohBQUFWL1iC3ZtPYSefbrAxs4KBQUFCAuJwI0r95CcJL1XgL2jHVZv+bVctRMRERERERER0aeJDcnCjc1RuLE5CmrayrCorwkzJ01o6atAQ1cZYjGQmZyHmOAsBD5NQUZSntQ1tA1VMGCBTbH3sGsuQqPP9fH6uuR62O6X4vHqegKc2uvCsoEWNPVVkJ2Wj8S32fB/mIzEtzkS5/ecaoGgF6lIjcutmC++muj/izXOLQ1FdroY6Yl5ODw9EBd/C0O9z/Sgb6EGFVUBkt9nI+BJCt77Fz1HutXXxmjc21Dmteqbq2HC7jrYPtIHWan/rFkszivAkyMxeHIkBka2arBrLoKumSo0dVUgzgcyU/KQnpCLd36ZeOuTgdysoue0liTqTQai3mTg7z8joKmnDMsGWjBx0ICWngrUdVQgzitAekIu3gdkIuh5CrLTpe9j6qCBbt+bf/L3gKRp6qpg7FYn7Bzni/xcyfVCvG4mwutmIizqa8K2uQg6pkKoaigjMykP0UEffk5p8dLPJQAwq6OBL5fayuErICIiIqqcVBRdABEREVGh1LQ0PH72HI+fPS91H2MjQ1w8egQmxsYfPW/XxvXw9vVDYEiIRHtOTg6u376D67fvfLT/qCFf49ef5qPbwC9LXVtNYW9nhyO7duCrsd8gN/fDwPz7mBjsP3q8VP2/GjgAOzesk2WJEtq0aIGnN67h63Hj4e0nvcFjUEgogkJCZV5HYlIS7j58hLsPH5W6j72dLS4cPQwNDQ0ZVlazFLc4dX5+PpJTpCczl1VWVskLoRdXQ3Z2NrKzP20h9X/Lyyt6cJyIiIiIiIiIiGQrPSsV7n5P4e73tNR99HWMsHnOaRjofnzMe+mkrRgd6YuI6CCJ9ty8HDx+dROPX938aP9+HYZjylcLMfG3PqWuraawMrXHqh/3Ydb6EcjL/zDmHZcUjQv3D5eqf4/Wg7Bk0lZZlijB2bEVDi+7i1kbRiI4ylfqeER0MCKig2VeR0p6Il68uY8Xb+6Xuo+VaW1smnMK6qoc85aFjOx0pGUkl6lPXn7uR/ukaep+Ui354nwER/kWmdGSqKtqYNrQXzGi1/efdG8iIiIiIiIiouoiNSMDTzxf44mn9EKzxTHW18PZtatgYqD/0fP+WjAPnYOnICgySqI9JzcXN569wI1nLz7af0Tvnlg8eTw+nzKj1LXVFPaWFji4fDGGzl+E3P+fz/k+PgEHL18tVf8vu3XB9l9Kv+FdebVu2AAP927HsJ8Ww6eI+dTBkW8RHPlW5nUkpqTinosb7rm4lbpPbUtznF27EhrqajKsjAAg4n00It5Hf1Lf0X17YfP8WVBTVS1zX6GKCs6tXYW+U2fD3c9f4lhGVhbO3L5bTM9/GOnp4tLG1bAyNSnz/QHAxtwMlzauQf/pcxCfLDnX/G1sHA5culLiNZrVq4PTq3+Digpf7SUiIiIiIiIiKo/c3DRERz9HdHTp1ydRVzdCz+5HoKHx8bnaHdtvwKXE3khJlVyfRCzOQWTUHURGfXx9Egf7r9Gs6XxcuTao1LXVFDoiO3TpshO374yDWPxhrnZmZgwCAo6Vqr+d7QB0aL9eliVKMDFpgQH9r+P2nW+QlCS9PklqaihSU0NlXkdOThLevXuId+8elrqPSGSLnt0PQ0WFc7VlxcqyG7p02o77D3+EWCy5QH5Skl+RmZGmhObNfkJj52myKZKIiIiIiIiIiEolKzUDQU+9EPTUq9R9tI30MOXkCoiMPz5Xe9SW2VjtE4bYYMm52nk5ufC+9RLet15+tH+rYd3Rb8E4bOg3u9S11RTGtc0xfu8C7By5FPm5H+Zqp0Qn4Onh66Xq3+yLThi5WX7fV7uW9TH/zlbsHLUU73zDpI7HhrxFbIjs52pnJKXC74E7/B64l7qPsZ05ppxYAVUNztWWtYSIGCRExHxS3zYjP8fw9dMhVCv7XO1/S41NKtXzqZBAWYB+v4xDrzkjynVfIiIiIiIiIqLqIjU1FY8eP8Gjx09K3cfY2BiXz5+DicnH34PfveMvvPH2RmCQ5JrUOTk5uHbjBq7duPHR/qNHjsCyJUvQtWfPUtdWUzjY2+PYoUP4csiQf/ZhfP8e+w8cLFX/rwcPxq6//pJliRLatG6N548eYfDQofD28ZE6HhQcjKBg2a9JnZiYiDv37uHOvXul7mNfuzYunTvLfRgr0Ef3YUwu2/rURcnKyirT+Z9yz8zMTGRmZn7keEaprqOqqoqzp05iwJdf4v4D6fn3SUlJuHj5Mi5evlyq6wkEAqxcsQKTJkwo1flERERERERERNVNWmo6nj92xfPHrqXuY2RsgKMXdsLYxPCj523Y+Tt8Ow5BSKDkvNqcnFzcuf4Qd65/fH2FISMH4qel0/FFj9Glrq2mqG1vg52H12Hc1z/+b8w75n0sjh04U6r+Awb3xoYdv8myRAktWjfBjcenMW7Ij/DzCZQ6HhoUjtCgcJnXkZSYjId3n+Hh3Wel7mNrb40j53dCQ0NdhpXVLEWPeH8Y805JTi339bOzsst0vq6eDs5c3Y9BPccgPDRS4lhSYjJOHrlQ4jVsa1vh9NV9EOlol+neRERERERERERU8bLT8hH8IhXBL0o/1qRtqIJvD9aDyEj40fNGrLHHOj8vxIZKzrvMzymAz90k+NxN+mj/loON0GeuFTZ/7V3q2moKY1t1jNvmhN0T/ZCf+2EUMSUmF89PxJaqf5N+hhi+xl6WJUqway7C7MuNsGeSH977S8+PjQvNRlxo2cYqP0VGUj78H6fA/3FKySf/PyNbNUw+UBeqGsoyrKxmqtdFD6M3OuDIrCDkZomljkd5ZyDKu3RzpgHA1FED3x+pB0097oVIRERENZdA0QUQERFRzSPS1oaZqWm5r9O7e3c8uX4VLZs1LfFcQwMD3LpwFm1atijTPYRCIZbMn4d9WzdDSUnpU0ut9vr27IFLx4/AxNio1H1UVFQwb/pUHN6xHSoq8h2gq+PogCfXr2L2jz9AW0urXNeyMDPD3Gk/Ql296AWnDQ0MYaD/8cXXS6KkpIRRQ77Go6t/w97OtlzXIiIiIiIiIiIiooqlpaENY71a5b5OhyY9cfjXu2ho37zEc/VEhti94G84O7Yq0z1UlIX4fvACLP9uB8e8P6JT017YMu8MDHSMS91HRVkF4/vPwsof9kJFWb5j3rbmTji87C7G9p0OTfXyLcZgom+Ob/rPhKqw6MU/9EWG0NUu/5h3vw7DcWDpLViZ1i7Xtajy0dXWh7Kg/JPolZSU0L5xT5xa9Qwjen1fAZUREREREREREVUNIk1N1DL6+GLUpdGrXRs82LMdLerXLfFcQ11dXNu2Hq0bNSjTPYQqKlg06RvsXvwzx5w/onf7tji/bhVMyjCfWEVZGXPGjMCBXxfKfZ61k401HuzZhpkjh0Fbs3ybI5obG2H26OFQV1Ut8rihri4MdHTKdQ8lJSWM6N0T93ZtQ21Li3JdiyRpqquXOwOF6tnZ4srmtdi56CeoFZOH0tDXEeHWjk0Y0693mfu2dW6IR/t2oLGT4yffHwCa1nXCo307yvzMVFJSwrj+fXBr+yboiUTlqoGIiIiIiIiIqCYRCrWhqVH+9UksLbtjQL+rMDYueX0SdXUD9Ol9DibGZVufRCAQolnTeejUcQvHzT/C2qoHevY4CnX10q9PoqSkAudG09Cl818QCOQ7bq6n64AB/a6iUcMfIFQp3/okmppmcG40FcrKRc/VVlc3gJpa+eZqA0pwsP8a/ftdgY6OXTmvRSWpXfsL9O1zAbq6DmXuq61thR7dDqJJ45kyqIyIiIiIiIiIiIqirq0J3Vrln6vdoGcrzLu9GbbNS56rrW2gixmX18CuVf0y3UNZqIJ+v4zF2L/mc8z5Ixp93gY/nPoNImO9UvcRqCij58xh+GbPAiiryHeDQVNHK8y9vQXdpw2Bmnb55unqmRuh54yhEKoXPTdX21AHWvrlm7OqpKSEVsO6Y86tTTCubV6ua5EkVU31cmegkFldG0y78CfGbJsLodqnz9X+FNZNnDDr2gb0mjNCrvclIiIiIiIiIqoMRNraMDMzK/d1+vTqhWcPH6Bli5LnLhsaGuLOjeto26ZNme4hFAqxdPEi7N+zh2POH9G3T2/8feE8TExMSt1HRUUF8+fOwZGDB+S/D2MdJzx79BBzZs2Ctnb51qS2sLDAvDlzoK5e9DxnIyNDGBgYlOseSkpKGD1yBJ48uA97e/tyXYvoY0QiEW5fv46Vv62Ahsanj8U7OTriwZ3bmDt7VgVWR0RERERERERUOWmLtGFqVvqx0eJ0790Z1x6dQtMWziWea2Coj/M3DqFlm5LXAfk3oVCI+YunYcvePznm/RE9+3yGYxd3wtik9PPnVVRUMG3uZOw4tFbuY94OdWrj2uNT+HHWRGhpl29tDzMLU0ydMwnq6mpFHjcw0oe+gV657qGkpIQhIwfi6oOTsLO3Lte1qPKztrXEjSen0bPPZ2Xu26tfN1x/fBqW1pyPT0REREREREQkT2raytAxFZb7OvW76mH25UawaVLyXF0tAyF+PFUfts3LNq9XWaiE3nMsMWqjA8e9P6JBd318d7AuREal/7kKVJTQ/UdzjN3qCGUV+X5vTR00MPtyI3T73hxqWoJyXUu3liq6/2AOFbWir6NloAJNvfKN6yspAS0HG2HmxUYwti16TjmVX7OBRph33Rm2zT59/r9AGegyyQzzrjlDz6zoz0KIiIiIagr5zm4hIiIiAmBvZ4twL0+4eb7Ctdu38eTFS7xwdUNiUlKJffV0dfFF394YPXQoOrdvV6b7Wpqb4+7F8zhw7Dg2bN8B34CAYs/VEYkweEA/zPphCuo5OZXpPjVV986d8frxQ6zZshX7jx5DbFx8kedpaWmib48e+GnmdDg3aCDnKv+hra2FP5YuxvzpU/HXvv24cvMWXNw9kJeX99F+AoEAjRs0QNfOnfB518/QpUN7CATFD2B3aNMa73zf4MmLl7hx9y6evniJl+7uSE/PKLHGWiYmGDygH8aNGIGmzo3K/DUSERERERERERGR7FmZ1saNLf7wCfXAY4+b8PB/htdBLkhJTyyxr0hTD11b9kP/jiPRol6HMt3X1NACexZew8UHh3H46haEvPUv9lxtDR10bzUQY/pOQ22LkjeMJKBNw89w9s+XOPD3Rpy/fwiJKXFFnqehpoVOTXthwsA5cLJuKOcq/6Gpro2ZI1Zg/IBZOHlrDx56XIN3sBvy8ksY81YSwMmmEVo36IL2jXugRb2OHx3zblqnHe5sD4Gn/zM8eXUbngHP4RXkiszs9BJrNNIzRfdWX+CLzqNR17Zxmb9Gqhr6dxyBzs364OnrO3jx5h5eB7ogKNIb+eL8EvuqKKugtkU9dG7WGwM6jYSVaW05VExEREREREREVLnUtrRA8KXTcPfzx40nz/H0lRdeevsgMSW1xL56Im0M6NwRo/p8jo7NmpTpvpYmJri5fSMOXb6GTcdOwi8svNhzdbS0MKhrZ8wYMRR17WzKdJ+aqmurFnA7vh/rDx/HwctXEZuYVOR5Whrq6N2+LeaNHYVGjorbnFBbUxO/T/0Oc8aMwK6zF3D1yTO4evsiL//j43wCgQDODvb4rGVz9GzbCp2aNfnomHP7Js4Iv3oOT1+/wa1nL/Ds9Ru4ePsgPTOrxBprGRrgi886Y2z/PmhSx7HMXyOVzNHaClHXL+KRuyduPXfBc6838PALQEZWyT8fALA1N0PXls0xqm8vtHWuuM9QNNXVsWPhfEz4oj82HD2Bq4+fIis7p8hzBQIB2jRqgO+//hKDu3WpsAWJbM3NcHfnFpy5fQ/bTp7Bs9dvUFBQUOS56mqq6NOhHWaMGIqWDepVyP2JiIiIiIiIiGoSHR07DBv6CvHxrxAReRsxMS8QE+uGnJykEvuqqurCxqYPHB2GwqxW2dYn0dIyR98+F+AfcBxeb/5CcnLx65MIhSLY2fZHo4ZToKfH9UlKw8K8MwYPeoTXXlvhH3AMWVlFz9VWUdGElVVPNHGeDgMDxa1PIhRqo1XLJWjsPA0+vvsREXETsXEeKCj4+FxtJSUBDPQbwNy8EywtusLMrD2UlIofN69l2gYjhnkjJuYlIqPuIibmJWLj3JCXV/L6JBoaJrCz7Q9HxxEwMuT6JPJkYtwcX35xHwGBJ+HrdwBxcZ4Aih4zVlJShpFREzg6DIWT4wgoK6vKt1giIiIiIiIiohrOuLY5fvc9jgiPALy59QJBz94g1MUXGUklz9XW0NVGk/7t0Xp4Tzh1KNt6CfoWxph1ZR2eHrmO21vPINq/+Lna6jqaaDqgE7pP+xpmdThXuzTqftYci17swa2NJ/Hk8HWkxSUVeZ6aljoaft4Gn88eAcuGilvLQF1bA18un4zPZw7Dgz2X4HXjOcLc/CDO+/hcbSWBAJYNa6NOl2Zo0L0lHDs2/uhcbYe2jfBH0GkEP/eG9+2XCH7ujTA3X2SnlzwXWMfUAE0HdkS7Ub1g1ZhztWXB1MESq0POIvDxK3jfcUXIS29EeAYiJ6N0c7UNbWqhbpdmaDPyc9i3Lt9nKD1nDoOpkxW8b71EyAtvpCd+/JmoqqmOup81Q/sxfdDw89bcNJaIiIiIiIiIaix7e3tEhgTDzd0dV69fx5MnT/H85UskJpa8JrWenh6+GDgAY0eNQudOncp0X0tLS9y7dRP7Dx7E+o2b4OvnV+y5Ojo6GPzlIMyZMRP16nFN6tLo3q0b3ni4Y/W69dh34ABiY2OLPE9LSwv9+vTBz/PnwbmR4ubuamtr48+Vv+OnuXOwfedOXLl6DS9dXEq3D6OzM7p17YpePXugS+fOH9+HsX17REdG4MnTp7h+8yaePnuGFy9dkJ5e8prUtWrVwuBBgzB+3Fg0bdKkrF8i0ScRCASYP2cOJo0fj/0HD+HIsWN49fo18ktYO0dHRwedO3bEpAkT0Kd3r4/+uSAiIiIiIiIiqk7s7K3xOvQhXrm/wa1rD/DiqSvcXrxCUmJyiX119XTQZ2APDB09CO07tSrTfc0ta+HC7cM4fvAstm/YhwC/4GLPFeloo/+XvfDDzPFwqudQpvvUVJ27tccjzyvYsnY3jh04g7jYhCLP09TSRM8+XTBj/ndo4Ky4zxO0tbWwZNU8TJs3Gft2HMOtq/fg7vK6VGPeDZzronPXduj6eUe079z6o2N7bdq3gE/UU7x46oa7Nx7h5TN3uL18hYz0ktf2MKlljP5ffo4RY7+Cc9P6Zf4aqeoyNDLAkfM7cOfGQ/y1aT8e3nlabDZVVFTQqVtbfDftG3zWo2z70xIRERERERERUcUwtlXHctfmiHidDp87SQh2SUWYeyoykj4+jxAANHSV4dzLAK2+NoZjW90y3VffXA3TzzTA85OxuLvzHaIDM4s9V12kjCZ9DdD1O3PUctQs031qqjqd9PDL3ca4/ddbPDseg7T4osfoVDUFaNhdHz2mWsCivpacq/yHmpYyBi60QfcfzPHoYDTe3E5EuGc6xHlFr1tcSEkAWNTXQp2OuqjXRQ8O7XQgEBS/roN9Kx38/qoFQlxS4XMvCSEuqQjzSENOhrjEGnVMhGjS1xCth5nAqqHivlc1iamDBmZdaoSg5yl4dCgavveTkJ5Q0jrngIm9BpoOMES7ESbQM1OTU7VERERElZtSQXE7SVOl4ebmhubNm+PF7Zto1thZ0eUQERHJREFBAcIjIxEYEoLwiEgkp6QgPSMDqkJV6IhEMDUxRsN69WBvZ1thC7iGhIXhhasbYuLikJKaCnU1dZgYG6GuoyOaOjeCiopKhdynOjlw7DgmTJ0u0Xbr/Fl06dBeok0sFsP91Wt4+fggJjYO+eJ81DIxgYW5Odq3aglNzco5oJ+Wlg4XDw9Ex8QgPjERScnJUBWqQqStDSNDAzja14aTvT3U1dXLdZ/8/HyEhIUjMCQEkVFRSElNQ2ZWJtTV1KEj0oZZrVpwblAf1paWFfSVEREREVFFc/N8hVbdesDV1RXNmjVTdDlEVEaF4+7HVjxEPbsmii6HiIiqoYKCAryLi0BEdDDexYUjNTMFWVkZUFERQltDB4a6xnCwagAr09oVNuYdFROK10EuSEiORXpmKlRV1WCgYww78zqoa9sYKsoc8/6vC/cPY8nO7yXadi24gpb1O0q0icVi+IZ5IiD8DRJSYiEW58NQzxSmBhZo4tQGGmqVc8w7IysNb4LdEZ8cjaTUBKRmJEOoIoSWugh6IkPYmDnAppYD1FTLOeYtzkdUTCgiooPxPj4S6ZmpyM7JgqqqGrQ0RDDRM4OjdUOYGVlV0FdGVU1WTiYi3gfjbVwYYhPfIyMr7X8Z0dbQgbamLsyNreFk1bDceSQiIvoUPiEeGL6wI8d7iWqowvHiJ/t3omldJ0WXQ0REVKSCggKEv49GcGQUwt9HIzktHRmZmRAKhdDR0oSJgQEa2tuhtqVFhY05h759hxdvvBGbkITU9HSoqanCRF8fdWxt0MTJgfOsi3Do8lVMXvGHRNv1revRqXlTiTaxWAwP/wC8CQxGTGISxGIxTA0NYGFsjLaNG0KznPOUZSUtIwNuPn54n5CAhOQUJKemQSgUQqSpAUM9XThaWcHR2hLqauVbxCE/Px+hb98hKDIKkdGxSElPR1Z2NtTUVKGjpQUzI0M0dLCHdS3TCvrKqCwKfz6hb98jMiYGyWnpyMzKgrKyMnS0tCDS0oS5sREaOzlATySSS00ZWVlw9faFX1g4ElNSIRaLIdLSQm1LczSvVxfG+noyryE2MQku3j4IiXqH1PR0CAQC6OuIUMfGGi3q14OGOhc3ISKiqsXd1x/txk3muDlRDVU4bj6w/y0YGXF9EyIiqpwKCgqQlh6J1JQQpKVFIic3Bbm5GVBWFkIoFEFDwxgG+vUgEtlV2Lh5amoYYmLdkJUVh5ycVKgoq0Fdwwh6uk4wNGwEgYDj5v/lH3AcDx9Nk2jr0+sczMwk1ycpKBAjPv41EhJ9kJUVi4ICMTQ0TKClaQZT01ZQUamcc7Vzc9MQF+eJjMwYZGcnICcnBQKBEEKhNtTVDaGrUxs6OvZQUSnfuL9YnI+0tDCkpIQiLT0KubmpyMvLgoqyGoSqImhq1oKBfn1oa3N9ksoiMzMGsXGeSE0NQ25uGgQCFairG0JDwwQmxs2hpqan6BKJiIhKLS7uFS5c6s7xYiJSqMJx65/ub4d1E0dFl0NERNVQQUEBEiJiEBschYSIaGSmpCMnIwvKQiHURZrQMdGHeX07GNc2r7Ax57jQdwh18UVqXBKyUtOhoqYKkbEeajlZw6qxI5RVlCvkPtXJ0yPXcWjKaom2GZfXwKljE4k2sViMSM9ARHmHIDU2CeL8fOiaGkDP3Bj2bRpAVbNyztXOSstEuLsfUqITkZ6YgoykNKioqkBNWxPahrowcbCEqYMlhOqq5bqPOD8fcaHvERsShcTIWGSlZiA3KxsqaqrQEGlC18wIFg3sYGDFudqKUPjziQ97j8SomP9/HmVDWUUZ6iJNqOtoQbeWIaycHaCppy2TGgoKChAb/BYxQZFIiIhBVmoG8nJyoaqhBpGxHkwdrWDZyB4qqkKZ3J+IiKgk4R4BWNX5e45bE1VBhWO9Ls+eolnTpiV3ICIiqqIKCgoQHh6OwKAghIWHIzk5BekZ6R/2YdTRgampCRo1aAh7+4pbkzokJATPX75ETEwsUlJTPuzDaGKMenXrommTJlwfpAj7Dx7E+EmTJdru3LiOLp07S7SJxWK4e3jgtZcXYmJiP+zDaGoKSwsLtG/XrhLvw5gGF1dXvI+ORnx8ApKSkz7swygSwcjIEE6OjnBydKyYfRhDQhEYFISIyAikpKT+sw+jjgjmZuZwbtQQ1tbWFfSVEZVPRkYGXN3cEBYejqSkZKSkpkBFWQV6erowMDBA/Xr1UK9u3Qp7PhMREVUFbu7uaNGmLcfdiaqowrH3W8/PoXHTBoouh4iIqqGCggJEhr9FSFAYIsLfIjU5FenpmVBVFUKkow1jE0PUa1gHdvbWFTamEhYSAbcXnoiNTUBqShrU1dVgZGwAp3r2aNSkPse8i3Ds4FlMm/iTRNv5m4fQvnNriTaxWIzXHt7w9vJHXEw88vPzYVLLGOYWtdCqXTNoamrIs+xSS0tLh6erF2LexyIhIQnJSalQVRVCW6QFA0N92Dvawt7JDurlXPs3Pz8fYSGRCAkKw9vId0hNSUNmZjbU1dUg0tFCLTNT1G9UB5bW5hX0lVFVl5KcCreXrxAcGIrkpBQAgK6eDmo72KJZS2fo6MpnbW4iIqJCnu5v0L31II73EpHCFI5Zz73WCFaNZPP+IxERUXkVFBQgMSoHsSFZSIjKRlZKHnIyxFBWVYK6tjJExkKY19WEka16hY17x4dnIdQ9DWlxuchKzYeKugAiQyFMHTVg2VALyiqcs/hfz0/E4MisIIm2qafqw7GdrkSbWFyASK90vPPJQGp8LsT5gI6JEHpmqqjdUgRVjcq5dkt2ej7CPdOQEpuL9MQ8ZCbnQUVVCWpaytAyEMKktjpMamtAqC4o133E+QWID89CbGgWkt7mICs1H7lZYqioC6CurQxdU1WY19eEgQX31qsM4sKyEOWd/iETKfnIyxZDXVsZGjoq0K2lCitnLWjq8nMyIiKqOiJep2F1r9ccsyaZ429IREREVCkoKSnBxsoKNlZWcrunnY0N7Gxs5Ha/mkQgEKB5k8Zo3qSxokspE21tLXTp0L7kE8tJWVkZDrXt4FDbTub3IiIiIiIiIiIiIvlTUlKCubE1zI3lt5iwhYktLExs5Xa/mkQgEKC+XVPUt6tam4NoqmujZf2OMr+PskAZ1rXsYV3LXub3oqpJXVUDjtYN4GjNRf6IiIiIiIiIiD6FkpISbMxqwcasltzuaWtuBltzM7ndryYRCARoVrcOmtWto+hSykRbUxOdmst+nFxZWRn2Vpawt7KU+b2o7Crjz0dTXR0dmzVBx2ZNFFaDsb4eerdvq7D7ExERERERERHVNEpKShBpW0GkLb/1SUQiG4hEXJ9EFpSUBDAyagwjo6q1PolQqA0zM9mvTyIQKENHpzZ0dGrL/F5UMTQ0TGBt1UPRZRARERERERERUSkpKSnB0NoUhtamcrunka0ZjGw5V1sWBAIBrJs6wbqpk6JLKRN1bQ04dWwi8/sIlJVhYm8BE3sLmd+Lyq4y/HyUlJQUXgMRERERERERUVWmpKQEGxsb2MhxX0Q7OzvY2XEfPFkQCARo3qwZmlexTeW1tbXRpXNnmd9HWVkZDg72cHDgmtRUNWhqaqJjhw6Q/YrtRERERERERETVg5KSEqxsLGBlI785hTZ2VrCxk99aIjWJQCBA42YN0bhZQ0WXUiba2lpo37m1zO+jrKyM2g42qO3AtWWodHR0RejSvT26dJf92jNERERERERERFQxlJSUYGCpBgNLNbnd09BaHYbW6nK7X00iECjB2lkb1s7aii6lTNS0lOHYTlfm9xEoK8HYTgPGdhoyvxeVn5GNOoxs+KwgIiIiKiuBogsgIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIqJFB0AURERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERIUEii6AiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiokEDRBRARERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERUSKLoAIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiKiQgJFF0BERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERFRIoOgCiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiICgkUXQAREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREVEhgaILICIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiKqSi6AKIiIiIqOoYO3wYxg4fpugyiIiIiIiIiIiIiIjKbWDnURjYeZSiyyAiIiIiIiIiIiKiamB0v94Y3a+3ossgIiIiIiIiIiIiIqoUnByHwcmR65MQERERERERERERUfm1Hfk52o78XNFlEBEREREREREREVE1MG7MGIwbM0bRZRARERERERERERERldvwMV9i+JgvFV0GEREREREREREREVGFaD3UBK2Hmii6DCIiIiIiqgIEii6AiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiokEDRBRARERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERUSKLoAIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiKiQgJFF0BERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERFRIoOgCiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiICgkUXQAREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREVEhgaILICIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiKiRQdAFERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERESFVBRdAFFlYN+0BcIiIv73/53atcOdi+cUWBFVRweOHceEqdNLde6Zg/swsE+fT7pPckoKgkPDEBkVhbfvo5GekYHMrExoamhCV0cEYyMjNGnUEFYWFp90faqa4uLj8dLdA8GhoUhJTYWysjIM9PTg5OCAVs2aQl1dXdElUg0SFBIKTy8vRERFIS09Hepq6qhlYoL6deugccMGEAgEii6RZCg3Nxf+QUHw9Q9AbFw8klKSoaKsAn09XRgaGMC5QX3UtrVVdJlyk5mZiZfuHvAPDERCUhLy8/OhIxLB3s4OLZo0hpGhoaJLpBokJTUVL93dERAYjKSUZACAvq4eHOzt0LJpU+iIRAquUD68/fzw+o033r6PRkZmBjQ1NGFeyxSNGtRH/Tp1FF2eXNTkLGRmZsI3IBD+gYGIT0xEckoK1FTVoK+nCyNDQzRv3BjmZrUUXSYREVGV0Ht6A7yLC//f/zev1wF7Fl5VYEVUHV24fxhLdn5fqnPXzTyKri36l/ue0Qlv4RPijrex4UjPSoNQRQg9kSFqm9dBPbumEKoIy32Pyi43Lxc+Ie4IfuuHpNR45OblQktdGxYmNqhr2wSmBuaKLlEumAVmoRCzwCwUYhaYhULMArNQiFlgFgoxC8wCEVFNV+eLoQh/H/2//+/YtDFubN+owIqoOjp0+Somr/ijVOee+GM5BnTuWO57RsXEwt3XH2Hv3iMtIwNCoRBGerqoY2uNZnXrQKhS/V/Xyc3Lg5uvH/xCwxGXlIzc3Fxoa2rC1twMTeo4wsLEWNElygWzwCxUJj4hoXgdGIR3sfHIzMqChro6zIwN0cjBHvXsbBVdnswVFBQgIDwCrwODkZCcjKS0NACAnrY2DHR10dDeDk421lBSUlJwpbIXHBkFT/9ARMbEID0jE2pqqqhlYIB6te3g7GjPOfs1REZWFtx9/RH69h2SUtOQlpEBdTU16Im0YWZkiGb16sBIT0/RZZIMJaelISTqHSKjY/AuLg7pmVnIys6Ghro6dLW1YKyvD2cnB1iZmii6VCK5SMvIgE9IGAIjIpGYkorU9HRoqKtDX6QNU0MDPheJiEhuTpxqjrS0f9Y3qVWrHfr2Pq+4gqha8g84joePppXq3G5d98PW5tPWN/m39PR3iIv3RFpaBHJz0yAQCKGubgg9XUcYGTWGQFD950eIxbmIi/NEUnIAsrLiIRbnQijUhkjbGoaGztDSMlN0iSQnzMIHfC4wC4WYBWahELPALBRiFpiFQswCs0BERIq3sNFIJIT/M9fbsYMzZv69ToEVUXX09Mh1HJqyulTnTj7yK5r0a1/ueya9jUO4hz/iw6ORlZoBFVUVaBvqolYda1g3cYKysPrP783PzUO4hz/e+4UjLT4ZeTl5UBdpwtCmFqwbO0LP3EjRJcoFs1Czs5CZnIa40HdIjIpF0rt45GRkITcrG6oa6lDX0YLIWA+WjexhYFkz5tCJxWJEvQ7CW59QpMQkIi87B2paGtC3MIaVswOM7Piub03BLHyQFp+MMDc/xIa8RVZKBgTKAmjqi2DqaAXb5nUhVFdVdIkyxyx8wCwwC4Vqchay0jLx3i8MMUFRSE9MQVZKBlQ11aCpJ4KOqT5smtaBtqGuosskIqIS2Dk5ISzsn7WgO3fqiLs3byqwIqqO9h88iPGTJpfq3LMnT+KLgQNkXFHNkJubC1c3N/j4+iIuLh45uTkQaYtgZ2uLZk2bwKKG7EUZFRUFVzd3hIaFITUtFapCVRgZGaJe3bpo3qwZhMLqP8+EWag8vH188Or1a7x9++6fva3MzeDcqBHq16un6PLkIiUlBS9dXOAfEIik5CQAgL6ePhwd7NGyRQvo6OgotkCSuaioKLzx9kZEZCSSkpKRnZMNPV096OvrobadHZo2aQJV1eo7nlKZRUVF4bXXG4SEhiIlNQX5+fnQ0tSCsbERatvZoUH9+hBV0/3n4uLi8NLFFUHBwUhJTfmwZ7O+Puo4OaFVy5Y1Ys9msVgMz1ev4PXmDaKjY5CVnQVtLW1YWVmiaePGqF27tqJLJBlLS0uDt48PAgIDkZCQiJTUFGhqaEJfXw+1TGuhRfNmMDKqvvMEKpuMjAy4ubsjOCQESUnJSE1LhYa6BvT0dGFuZs6fBxFRJdfM8TNEhEX97//bdWqFC7cOK7Aiqo6OHTyLaRN/KtW5B05tRZ+BPcp9z3dR7+Hp9gbhYVFIS02HqqoQBkb6cKprj8bNGtSYsVZPtzfw9w1CQlwicnJyoS3Sgo2tJZyb1oeZRc3Yt5xZqNlZyM/PR2hQOPx8AhEbE4/kpBQAgJ6+DvT09VC3vgMc69rXiDWcgZqdhX/jc4HoH2KxGF6evvB944/YmHhkZWVDS1sTFpZmaNSkHmxrWyu6RLmIj0uAu8trhAaHIzUlDcrKytA30IW9U200a+kMdXU1RZcoc8zCB8wCERFR5bC0tRsSIrP/9/8ObXUw7XQDBVZE1dHzEzE4MiuoVOdO3FMHzr0Myn3PpHfZiHidjoSIbGSl5UNFVQlaBkKYOmjA2lkLysLqv8dWfq4Y4a/SER2YifSEXOTlFEBdWxkGVmqwaqQFPbOa8Ts3s8AsFGIWmIVCzAKzAAB5OWJEeWcgJjgTmcl5yEzJh4qaABo6yhAZCWHtrA3dWtV/3rpYXIAo7wy8881Aalwu8rLEUNVShr65KiwbasHIpvrPkwaAtIRchHukIS4sC1mp+VBSVoKWngpM7DVg00QbQvXq/1xgFj5gFpgFokLVfyVJIqJqLCMjA89cXPHkxUs8d3GFl48PIqKiSu4IwMTYCF/06YNvRo5Ay2ZNZVyp/AWFhMLVwwMv3T3g6uEJ91evkJqWJnFOp3btcOfiOQVVKHsFBQU4c/EStuzagycvXkAsFhd5noaGBvr17IFZP0xhFqqp9PR0uL16DRd3D7h6fPg+BIaEoKCgQOK8W+fPokuH8i9sX5SMjAz8te8Adh88BP+g4j9IMzYyxMivv8aM77+FpXn1WsAzLy8PXj6+cPXw+P+fhSde+/ggNzdX4rxFc+dgyfy5Cqqy4uXm5uL+kye48+Ah7j58BPdXr5GXl/fRPqYmxujdvRumTJiAZo2d5VSpfL1wc8O6rdvx942byMzMLPIcgUCAdq1aYerkiRg8oL+cK5S9mNhYuHh4/u/Z5OLhgeiYWKnz8uKii+gte14+PmjZtYfUn1EAGDNsKPZu2aSAqmTj5r372PjXDty+/6DIrxcAhEIhunfujOnfT0b3zp3lXKHsJSQmYtOOXdh/9Bgi374t9jwrCwuMGzEcUydPhIG+vhwrlI+amIWMjAzc/v+/o+49egQvH99if28uZG1piYF9euH78ePh5GAvp0rlJysrC55v3sDVwxOuHp5wcXeHj3+A1Pdlz+aNGDt8WLnvFxoeDodmLct9nUIN6taB56MHFXY9IiIiIgDIy8/DxQeHcfLWbviGehZ7nraGDnq0HoQxfafCzryOHCuUj5C3fjj49ybcfH4eaZkpxZ5Xz7YJhvSYiP4dR0JFuXp9HM0sfMAsMAuFmAVmoRCzwCwUYhaYhULMArNQiFkgIiKi6iYvLw+H/r6GnWcuwMM/oNjzdLS0MLhbF0wfMQR1bG3kWKF8+IWGYcOREzh75z5S0tOLPa9pHSdMHjwQo/p8DhWV6vV7HrPwAbMAJKWmws3HD66+fnD19oObrx8i3kvPe/Q9eww25mYyqSEhOQVbT57BgUtXEFXEPMxClqYmGNuvN6YMGQwD3eq1MeIjj1fYe/4Srjx6guS04rMIfPhz2adDW0z4oj86NG0spwrlIyMrCzvPXMDeC5cREB5R7HnG+noY3qsnpg7/CpYmJnKsUPby8vLwJjjkw59LHz+4+fjBKygYuf+Zv75gwlgsnPSNgqqUrfTMTJy6eQf7L12Bi7cP8vM/PifS3tICI3r3xNj+fWBhYiynKmVPLBbDPywCrj6+cPXxg6uPL14FBCIrO0fivFF9PseuxT8rqMqKlZGVhRde3nj6ygsvvLzhFRSMyOiYUvU10dfHgC4dMLZ/X7SoX1fGlcpfcGTU/3Lg5uMHD78ApGZkSJzTsWlj3Ni+UUEVyl56Zibc/QLg6u0LN98Pz8egyCipd8uub12PTs2rz/uFSampuP3CFfdcXHHf1QOBEZFSX/N/OVhZYnC3Lpj45YBy/z3Z8/vpeOhe/GcEZfVo319oXq/6/RklIiKiqk0szkNA4HH4+OxDfMLrYs8TCkWwsxuIRg2+h56eoxwrlI+kpAC89tqGkNCLyM1NLfY8Q0Nn1Kv7DRwdhkIgqF5jpdnZyYiL90BcnCfi4twRG+eJ9PRIqfOGfOUCkaj6blDELPC5UIhZYBYKMQvMQiFmgVkoxCwwC4WYBSIiIqKKl5+Xj2dHruPB7ouIeBVY7HnqOppo/kVndJv6NWo5Vb/xyvf+4bi16RTcLtxHVkpGsedZNXZEp4kD0GZETyirKMuxQtljFj6oaVnIychCyEsfBD1/g5CX3njrHYLEyOLnVv+byFgPjft1QLvRvWDbvPrNz0mMisXtLafw4sRtpMUnF3ueqaMVOozri47j+0FVs3pt1pSdnokIz0CEufkhzN0P4e7+iA1+KzWfbMblNXDq2EQxRcoBs/Bh3wb38w9wb+d5BD17g4Ji1p8VaqihUa826D71az4XmAVmAcwCUP2ykJGUBt+7rvC97w7/hx6IDZKeW/5fJvYWaDaoMzqO7w99i+rz/gkRERFVTklJSXBxdYWLmxtcXFzh4uaK8CLenQ7284Wtra38C5QTX18/rNmwHqfPnEVKSvFruDVr2hTffzsZY0ePrnbrOeTl5WH/wYPYvmMn3D08ij1PR0cHX381GLOnz0DdutVvPT9moXI8FxISErBxyxbsO3AAkZHF7xVrZWWJb8aOxbQffoCBgYFMalGkm7duYcOmzbh1585H97bq0a0bZkybiu7dusm5QtmLjIzES1fXD5l0cYWruzsSEhIkzrGxsUaIv7+CKpQNX18/3Lh1C3fv3cODR4+QmJj40fPV1NTQpnUrTBw/Hl8PHgxVVVU5VSo/lSkL7969w+59+3D8xEn4+Pp+9FyBQID69erhsy5d0K9Pb3Tv1g1KSkoyr1FWCgoKcPrsWWzZtg2Pnzz96J7N/fv2xeyZM9CyRQs5Vyl7kZGRWLthI44cO4a4uLhiz6vj5IRJEybgu8mToKmpKccKZS89PR1u7u546eIKVzdXuLi6ITAoSGrs886N6+hSDfZeLJSUlISbt2/j9p27uHf/PgICA0sc73V0cMDXXw3Gd5MmwdLSUk6Vyo+is5Ceno7jJ09i7/4DePHyJfLz8z96voO9PUaNHIEJ48bBwsKiwushIiIiAj6MtR47eBb7/jqK1x7exZ4n0tHGwK96Y8qM8XCsW/326w7wDcLW9Xtw8cw1pKakFXuec9MG+Oa7ERg2elC1G2tlFj6oiVkQi8V4+cwdD24/wcN7z+D+8hWysrI/2kdPXxedurbD+O9GoH3n1nKqVL5qYhb+i8+FD38+Av2C4e7yGh5uXvBweQ0vTx+pPyNDRw/Clj1/KKjKinPs4FlMm/iTzK5vZWMBt4C7Mru+rL2NfI9tG/bi9NELiI8r/rMQByc7jJk4FGMnD4empoYcK5S9goICXDxzDbu3HcKLJ24fGXdXR8++n+GHWRPQtIWznKuUPWaBWSgUEhQOD9fX//+fF165v0FaquReGO06tcKFW4cVVCERERFR1ZSfV4DnJ2Pw6EA0Ir2K32tMXaSMpv0N0fVbc5g6VK/fuQEgOjATt/96C4/L8chKLX5+gWUjLXQca4pWX5tAWaXqzvUqCrPwAbPALBRiFpiFQjU9C3k5Yry6loCnR2MQ9CIFedkfnxepZ6aKZgMN0W6kKUxqV688JL7Nxt0d7/DybCzSE/KKPc/EXh3tRpqiwxhTqGpU3TWkilJQUACPywl4sO8dgl+moqCYbTmF6gI07KGPrt+Zw6aJtnyLlANmgVkoxCwQSVIqKOkNClI4Nzc3NG/eHC9u30SzxtXvA8XKwL5pC4RF/PPSdad27XDn4jkFVkTV0YFjxzFh6vRSnXvm4D4M7NOnxPPmLl6K9du2l7c09O7eHVtWr4KNlVW5r6UIiUlJuP/4CV66u8PVwxNunq+QUMJL3ED1/rMeFhGBMd//gMfPnpe6j5KSEiaNGY11vy2HunrVXCyRWfjA1cMTz11d4eLuAVcPD/j4BxQ7cenfbp0/iy4d2ld4PXcfPsKEqdMRHim9IWdxtLQ0sXLxIkyZML7C65GX0PBwPHz6DC7u7nDx8ISn1xtkZWWV2G/R3DlYMn+uHCqUrfuPn+Dg8RO4cOUqkpKLX6i1JD0+64KdG9bBqpq8PJyZmYkZPy/A3iNHS3yZ/d86tGmDQzu2VdnvQ15eHu49fgxXD8//fzZ5lvqZkBcXLePqpInFYrTv1Qcv3dyLPD5m2FDs3bJJzlVVvITEREycNgMXr14rU78v+vbBro3roa+nJ5vC5OzU+Qv4cd5PiP/PYjcfY2RoiK2r/8DgAf1lWJn81MQsXLp6DUdPn8GVW7eQnl78BiQfo6SkhGFfDsLGVb/DQF+/giuUHx9/fzx+9vx/z2gvX99iF0X7tz2bN2Ls8GHlvn9oeDgcmrUs93UKNahbB56PHlTY9T7GzfMVWnXrAVdXVzRr1kwu9ySiilM47n5sxUPUs2ui6HKqpd7TG+BdXPj//r95vQ7Ys/CqAiui6ujC/cNYsvP7Up27buZRdG1R9t/h/cJe45dtExAU6VPqPirKQowfMAvfffkLBAJBme9Z2eSL87H99G/Yf3kD8vJL/l2xkKNVA/w+ZQ8crRvIsDr5YRaYhULMArNQiFlgFgoxC8xCIWaBWSjELFS9LPiEeGD4wo4c7yWqoQrHi5/s34mmdZ0UXU61VOeLoQh//8/8j45NG+PG9o0KrIiqo0OXr2LyitItcnnij+UY0Lljme/xKiAQ3yxZAe/g0FL3EaqoYM6YEVg4cVz1+D0vPx/Ld+3DusPHkZtX/Et5/9XQvjb2/boQDR1qy7A6+WEWanYWHrl7wtXHD26+fnD19kVw1NtSzQf1PXsMNuZmFV7P6Vt3MWP1esQnF78p538Z6eli47yZ+LJrlwqvR97C3r3Hj6vW4tbzl5/Uv3vrltj68xxY1zKt4Mrk776rOyYtX4WI96Wfd6uloY4VP3yL774aJMPKZCvs7Ts88ngFF29fuPn64VVAILKyc0rst2DCWCyc9I0cKpSvi/cfYvqf6/E+vvRzYgupqQrxy/ixmDVqWJVcPP59fDweuHnAzccPrj5+8PDzR1pGZon9RvX5HLsW/yyHCmXvp03bsPHoyXJfp1e7NtgwdwZszGpVQFXyl5iSigduHnD18YWbjx/cff2R8JHNqwtVt3+ruvn64YWXN1z///noGxpeqnfLrm9dj07Nm8qhQtk6cuU6zty+i9svXJFTinnRRVFRVsbkwV9gxZTJ0FBX+6Rr9Px+Oh66e35S36I82vcXmterW2HX+xh3X3+0GzeZ4+ZENVThuPnA/rdgZMT1TWThxKnmSEv7Z32TWrXaoW/v84oriKol/4DjePhoWqnO7dZ1P2xtSl7f5L/iE7xw7/4UJCX5lrqPQCCEc6OpaNZ0HpSUqv5YqVicDzf3P/HaawvE4tL/7qmvXw9dOm2HgUF9GVYnW+/eP0VcnAfi4j0RF+uOlNRQACWPlQ75ygUikbXM65O3mpyFf+NzgVkoxCwwC4WYBWahELPALBRiFqpeFuLiXuHCpe4cLyYihSoct/7p/nZYN3FUdDnVzsJGI5EQ/s+cI8cOzpj59zoFVkTV0dMj13FoyupSnTv5yK9o0q/s6+JGvg7Cvkkr8c4ntNR9lIUq6DlzGPr+PKZazO8V5+fj8u8HcHPjSeTnln5+r3kDO3yz62dYNKi683v/jVmouVk4s2AHbm85Ve7rNOjZCsPWToehddWfXwwAd/86h4vL9iA7veQ1sQsZWJtizPZ5cOrQWIaVyVa4uz9CXHwQ5uaHMHd/vPcLR0Ep5tDNuLwGTh2byL5ABaipWfi3+PBo7J+8EkFPvUrdR0lJCe3H9cXXq6ZAqK4qw+rkh1lgFgoxCzUzC8+O3YDbufvwveuGvJxPm2ctUFFGp4kD8MXSiVDV+LR51uUR7hGAVZ2/57g1URVUONbr8uwpmjWt+u+uVEZ2Tk4IC/tnLejOnTri7s2bCqyIqqP9Bw9i/KTJpTr37MmT+GLggFKd++DhQ7i4usHVzRUvXVwRFBxcqnf4g/18YWtrW6p7VCX5+flYsmwZVq9dV6p9Qwo1atgQhw/sR6OGDWVYnfx4vnqFUWPH4Y23d6n7CIVCzJ87B0sXLaoW4701OQuV7blw8vRp/DBtOuLj40vdx8jICNs2b8JXX35Z4fUoQkJCAiZM/hYXLl0qU79BAwdi946/oF9F93XKyMjA3Xv34eLmCldXN7x0dUV0dMnretjYWCPE318OFcrWu3fvsGvvXpw6faZMz+P/MjMzw9aNG0v9u0FlVFmzkJ2djeW//471GzchM7PkNTaKkhIfB21t7QquTD7CwsIw+ptv8Ojxk1L3UVJSwqQJE7Bh7Zoqu2fzf23ashULFi9Genp6qfvY2Fhj/+7d6Nypkwwrky1XNzc8e/4CLq4ucHF1g4+vb6nW1bhz4zq6dO4shwpl6+Dhwzh1+gxu3r6NnJyS11sqioqKCr7/9lus+m0FNDQ0KrhC+alMWTh/4SKmTJuG9+/fl7mvmpoaFi34BfNmz5br+k9u7u5o0aYtx92JqqjCsfdbz8+hcdPqscdDZdLM8TNEhEX97//bdWqFC7cOK7Aiqo6OHTyLaRN/KtW5B05tRZ+BPcp8Dy9PH3w/dg58vQNK3UcoFGLa3MmYt3hqtRlr/ePXTdiydneZxlrrN6yD7QfWoH6jOjKsTn6YhZqZhVfu3jiy/xQun7uBmPexn3ydJs0bYvPuP1C3QfV4t6smZqEoNfW5EP0+Fk/uP4eHmxfcXV7jlbs30tNKHlsbOnoQtuwp3V4YlVlZfv/4FNa2lnD1vyOz68vSzi0H8duidchIzyh1HysbC2ze8wfad2olw8rkJyIsCt+Pm4Pnj11L3UdJSQljJg7FirULoP6J6/dWNsxCzc1CUmIyHt9/DneX1/B084Kn2xskJiSV2K+yjBl4ur9B99aDON5LRApTOGY991ojWDWqmvMQKrulrd2QEJn9v/93aKuDaaf5+QBVrOcnYnBkVlCpzp24pw6cexmU+R5Rb9JxcGoA3vmVfr6TslAJ3X8wR+/ZVhAIlMp8z8pGnF+AK2sicHv7W+Tnljw/tpB5PU2M2ewA83paMqxOfpgFZqEQs8AsFGIWmAUACHqegqOzgxAbUvp1EAopCYDO483Q7ycrqGooy6A6+bq/5x0urQpHTkbJcyILGViqYeQGezi21ZVhZfKTEJmNg1MDEPwitdR9lJSAdiNN8eWvthCqV83Ps/6LWWAWClWlLES8TsPqXq85Zk0yV/V2XiYiqka0tDShoiz9KFZREcq1jqu3bsG5QyecPrAfPbpUvRcHL169hglTpyu6jErD47UXen01BHFlWNgBAAoKCrDzwEF4eHnh2umT0BGJZFSh7DALHwz5ZgLCIiJKPlEODh4/gckzZiEvr/QLfANAenoGps3/Gd6+ftiyumpOPF325xocPH5C0WUozK9/rMaDJ6VfwKA4N+/eQ5OOXXBg+1b0+7xnBVSmOEnJyeg1eAhcPDzK3PfRs2do1a0Hbpw9jUb1q94GbJFv36LX4CGKLqPUNu3YiZdu7oouQ6bCIyPR/YsvERwaVua+5/++Ai9vH9y6cBaW5uYyqE5+flu7DktWlv3vmbj4eAwdPxG/LVqA+dNLt+l5ZVVTszDjl4Xl/n2poKAAx86cxf3HT3D64D60qqKDuD/MmV8hf2cTERERVRYaalpQLmrcXbns4+5PXt3GrA0jkJVd+pckASAvPxc7z/0B/7DXWD39MIRyHvOvSDm52Zi9YSQeelwvc9+AiDcYs7QbNsw6jtYNu1R8cXLELDALhZgFZqEQs8AsFGIWmIVCzAKzUIhZYBaIiIio8tDSUIeKsvRLssJP2MDi1vOXGDp/ETKyyvbSbm5eHlbuPYjXAUE4uvLXT7p3ZZGdk4PhPy/G1cfPytzXKygYXSZNwak/f8NnLZvLoDr5YRaYhR7fV5656qv2HsSvO/eWuV9cUjJG/rIUy6ZMwtwxI2VQmXw893qDAdPnIaUMG439163nL9Fq1Hhc3LAarRpWvfm5hQ7/fQ3f/74aefn5ZeqXnpmFmWs2wic4FBvnzZRRdbK1Yvd+HL5S9jGI6mjBlh1Yd/jYJ/fPzsnFkr92485LV5xbuwoaVWxB3N1nL+K3PQcUXUa1cO3JMzQfMQ4nVq1At9YtFF1OmV1+8AiTV1TN95Aq0vCfFiP8fckbxFZXE5etLPc18vLzse3kGdx6/gJn16yEvZVlBVRGREREpFgqKpoQCKTHJgWCss9RiIy6i9t3vkFeXtnmR4jFufDwXIeEBG9067rnk+5dWeTnZ+P2nfGIiLxZ5r6JiT649Hcf9Oh2EObmnWRQnexduTpQ0SVUGjU9C4X4XGAWCjELzEIhZoFZKMQsMAuFmAVmgYiIiOjf1LTUIVCRnuutLCz7Jknet12wc9RS5GSUbX5vfm4erv55GFFeQZh0cAmUhVV3fm9udg52jf4VXtefl7nv2zchWNNjGr49ugx1u1TNtfQKMQvMQkV4c+MFVrSZgMmHf0W9rlVzzjvwYa3Mo9PX4/GBK2XumxAejU0D52H0trloPbS7DKqTvZ1jfkVCeM2dQ/dvNT0LhSJeBWLzF/ORFp9cpn4FBQV4tO8yIl8HYuq5P6ChU3U3t2QWPmAWmIVCNTULB7/7s9zXEOfl495f5+Bz2wXfn1gBE3uLCqiMiIiIqjItLS2oFLF+glBY+s/3u3TvUZElVWnZ2dn4augw/H31apn7vvbyQrtOnXH+9Cl069pVBtXJz42bN/HlkKHIyCjbPJPc3Fys+H0lXr16jVPHj5Uph5VNTc9CZXourFi5EouX/lrmfnFxcRgyfAR+X7EcP82dK4PK5Cc8PBxde36O4JCQMvc9d+ECXnt54c6N67C0rHrv6r54+RL9Bw1SdBkKc/3mTSxdtrzc13n37h2+HDIEE8ePx19bt0AgEFRAdfJVGbMQHByMQV8PwWsvL0WXohAenp7o2acv4uLiytSvoKAAO3fvhuerV7j+92Xo6OjIqELZKygowLdTfsDuvWVfgyosLBw9evfB3l07MWrECBlUJ3tfDRuGsLBwRZehMOMmTCz3NfLy8rB561bcuHkTl86dg4ODfQVUJn+VJQvzf1mA1WvXfnL/7OxsLFy8BLfv3MHl8+ehoaFRgdURERFRVaKppQmVIuZZq3zC/Na7Nx9h3Nc/ICMjs0z9cnNzsfb3rXjzyhd7T2yq4mOtOfhm6I+4eeVemft6e/mhd6ehOHRmGzp1bVfxxckRs1Bzs7BzywGcOHSu3NfxcPVC9zaDsHLjYoweP6QCKlOcmpqF/6rJz4UDO49h9Yotii6j2mrUpOqt815QUIDZUxbh0J6TZe4bERaFr3qNw6ZdK/H1yKq9JtdrD2983ecbxMcllqlfQUEBDuw6Di9PH5y6sg8iHW0ZVSh7zMIHNTkLVy/dxrSJPym6DCIiIqJKR1VTAGUVJan2otpK4nM/CXsm+CEnU1ymfvm5Bbi+IQpR3hmYsNMJysKqNwetUG62GHsn+eHN7aQy933rk4F1A7wwaW9d1OmoW/HFyRGzwCwUYhaYhULMArMAAA/2v8eZhSEoKPi0/gVi4N7ud/B7lISppxpA26DqfY4BfBhrOzE/GE+OxJS5b0JkNrYO88HIdfZoOdhYBtXJT6RXOrYO90Z6Ql6Z+hUUAI8PRyPyTTqmHKsHDVHVXU+MWfiAWWAWiD6m6v7JJiKqBi4cOYwuHdpX6DU1NTVQ18ERdRwdYGlhDh2RCEIVIZJTUxAaFg4Xdw8EBAdL9UtPz8AXI0fj0rEj6NqpY4XWRPITHhmJ3l8PQVx8vNQx81q10LNrF9ha2yAzKxOBwSG4cvMWMjMlJ0G+cHXDFyPH4Oa501BWLvtC50SFLl+/gYnTZkAslh6wbNywAdq2bAlLC3PExMbBy8cHdx8+QsF/RrX+2rcf+vp6WP7Lz/Iqm+TAxNgI7Vq1gqW5GYyNjKCsrIyY2Dg8d3WFi7sH8vPzJc5PTknB0PETceHoIXTv3FlBVZdPXl4eBowYBRcPD6ljmpoa6NOjBxxq20FNVQ2h4eG4fvsO3sdIDmLExsWj11dD8OL2TViYmcmp8ponJCwMS1b9oegyZColNRWff/k1gkPDpI7p6+mhT4/uqG1rC7FYjJCwMFy5eQtJyZILDweGhKD3V0Px5PpViERVb7IrAPy1dz+WrCz6Z922VUs0b+wMs1q18PbdO7h4eOK5i6vUeQuW/wYjAwNMGD1K1uXKBLNQNCsLC7Rp0RxmtWrBxNgI+fn5iI6JxdMXL+H++rXU+W/fv0ffIcNx+8JZODdooICKqx81NTWoq6l9Ul+RSFTB1RAREVFVs2nOKbSsX/4xbp8QD8xaPxxZOdIvkVuZ2qNFvQ6wMLFBSnoSQt/648mrW8jLl5yUcc/tCpbunILfpuwqdz2Ksuivb/HQ47pUu4qyEO0bd4etmRO0NXXxNjYULj6PEBEt+flDZnY6Zqwbhv1LbqKOTSN5lV2hmIUPmAVmoRCzwCwUYhaYhULMArNQiFlgFgoxC0RERFRZnF2zEp2aNy33ddx9/TFk3kJkZmdLHbO3tECnZk1ga26GxNRU+IeG48azF8j7zxy4yw8f49sVf2Dv0gXlrkdRJi5biauPn0m1C1VU0LNNKzjZWENXWwuhb9/hgbsHgiPfSpyXnpmFr+ctwJ2dW+Ds6CCvsisUs/ABs1A57DxzAb/uLHqjrTaNGqJpXSeYGRvibUwc3Hz98MLLW+q8xdt2wUhXF98M7Cfrciucd3AIBs6Yh5T0dKljAoEALRvUQ4v6dWGirw8lgRLik5Lh5uOHp6+8pP5cJqelY+DMebizcwvq2dnK6SuoOFcePcG3v/1Z5Jx9Z0d7tGnUEJamJohJTMSbwGDcc3WXmrO/8+wF6OuIsPS78m/iRYqxau9BrDt8rMhjeiJtdGjaGA1q20FHWxuZWVmIjI7BI49XCIyIlDr/vqs7hv60EBfW/wklpbIvjkaVi6a6OurYWMPJxhqWpsbQ+f+N01PS0hD69j1cfXyLzEF6ZhYGz/0Z59f9gS4tmimgciLZcbCy/PB7goEBjPX1kJObi6iYWDz2eAW/IjZw9A+LQJ+ps3Frx2ZYmZqU695KSkrQ0dL85P4qfNeTiIiIyqln9yMwMyv/+iZxca9w6/Y45OdLz4/QEdmhlll7iLStkZOThKTkQERG3kFBgeT8iPCIa3jwaDq6dNpW7noU5f7DqYiIvCnVLhAIYWnRFbq6DlBV1UFqajjevX+M1NRQifPy8jJw8/YY9Ot7GYYGDeVUNckCs8DnQiFmgVkoxCwwC4WYBWahELPALBRiFoiIiIj+8f2JFXDq2KTc1wn3CMCOkUuQmyk9v9e4tgWcOjjD0MYMGUmpeB8QAe9bLyHOk5xH+OrKUxz6YQ3G7ay6G3Ef/O5PeF1/LtWuLFRB/e4tYepoBQ0dLcSHvUfAI0/EhkjO781Oz8KOEYsx+/pGWDayl1fZFYpZ+IBZkKSqqQ5TRyvUcrKCvoUx1EVaUBYqIzMlHfFh7xHm5oeYoCipftnpWdg+bCF+OPU76nQu/3spinB+yW48PnBFql1JSQl1OjeFeQM7aBvqIjEyBkHP3+DtmxCJ88R5+Tj0/Z8QGeqifveW8iqbZIBZABIiorF50E9Ii0+WOqZrZoj63VrA0MYMuZnZiAmKgteN51J/n4S6+OKv4Ysw/eJqCKroXD5mgVkoxCwwC8UxsbeATfO60DHRh8hID3k5uUiMikXgUy9E+0vPs44OiMCmL+Zh1tX1MLAs3zxrIiIiqtounTuLLlV0L6nKaNyEifj76lWpdqFQiF49e6JOnTrQ1dVBSGgo7t9/gKD/7EWZnp6OL776Go/u3UVjZ2d5lV2h3NzdMejrIVL7KgKAg709OnfuBDtbWyQmJsHPzw/XbtxAXp7kPJOLly9jwuTJOLhvn7zKrnDMQuWwfcdOLF76a5HH2rVtg2ZNm8Hc3AxRUW/h6uaGZ8+lx+h/WbgIRoaGmDh+vKzLlYmUlBT06N0HwSEhUsf09fXRt3cv1K5d+8PeViEh+PvqNSQlJUmcFxgUhM/79sOzRw+5p1A1oqamhlYtW8DJyQmmJibQ1dFFUnISfH39cO/BAyQmJkr12b13L8QFYuzavp3rWZTTG29vdO/VG9HR0VLHlJWV0a5tG9SrWw+mpibQ1tJGUnIS3r59C3cPT3j7+Ej93VnVhIeH4/O+/RAXFyd1zNzcHD17dIedrS0yMzMRGBiEv69elfrd4vmLFxg4eDBuXbtWZfds/mnBQuzeK70GlZKSErp99hkaNmwIY2MjhIdH4MnTp3jt5SVxXl5eHr6ZOAnGRsb4vGcPeZVNcuDo4IBWLVvAxMQUJibGyM7ORmRkFB49fgxfPz+p8/38/dGjT288uH0bVlZWCqi46luxciVWr11b5DE9PT107tgRDRrUh66OLjIyMxARGYmHDx8hIDBQ6vy79+7jy6+H4Mqli/z7koiIqIY6en4H2nduXe7reLq/wdivpiAzM0vqmJ2DDdp3agVrW0skJ6UgwDcYd248lPr34rXLtzF90s/Ytn9NuetRlB/Hz8PNK/ek2oVCIbr27AjHOrUh0hUhPDQCjx+8QGiQ5ByJjPQMjB48BX/fO4aGjevJqeqKxSx8wCxI09XTQat2zWBpbQ5jY0OoqashIT4RHq5ecHnmjuzsHInzs7NzMPv7RVAVCjF09CAFVV1+zAKfCzWdqlAIHd3yf16Tl5ePjPQMqfYRYweX+9rytvyXNTi056RUu5KSEjp1bYt6DZ1gaGSAqIh3ePHEDd5ekmNseXl5mDrxJxgaG6Brz/Lvpa0IkeFvMaTveMTHSX++U8vcBJ/16AgbW0tkZmYhODAMt67ek3qGuL7wxKgvv8PZ6weq7Lg7s8AsEBEREVHRvj1QF47tdMt9nYjXadg93g+5WdJ7bBnbqsOhnQ4MrdSQkZyH6MAs+NxLgjhPco8trxuJODIrCGM2O5a7HkU5MiMQb24nSbUrC5VQr4seTB00oC5SRnxENgKfJiMuVPLdxpwMMXaN98XM8w1h0UBLTlVXLGbhA2aBWSjELDALhWp6Fl6cjsWZhSH4zxabAABVDQHs2+jAooEmtPRUkJtVgOToHIS4pOKtj/RY9TvfTGwd6o2ZFxtCVaPqjVFd/D0cT47ESLUrKQFOHXRhVlcT2oZCJEZlF/k9EOcV4MjMQGgbClGvi56cqq5YCVHZ2DbCG+kJ0vPedWsJUbezHgyt1JGbJUZsSCbe3E6SeoaEuadh1zd++PFEfQiUq+Z8TGaBWSjELBAVT0XRBRARUfkIBAK0adkC/T7viU7t2qJFkyZQUfn44/2lmzsWrPgNdx48lGjPzs7GhKnT8frxQ2hrV71/GBdHTU0NluZmCAoJVXQpMlVQUICRk79DbFy8RLtQKMTaFcswcfQoqKqqShyLi4/Hot9WYtfBQxLtD548wbI/1+DXn+fLvG55qilZKImFmRnS0tORnJIis3u8ex+N8T9Og1gs+Q9MM1NT7NmyCT0/6yLVx8ffH9/OnI0nz19ItK9avxGd27dD92q2OJOeri60NDUR9e6dokuRCwc7O4wbORwDevdC/Tp1ij0vJCwMS1f9iSOnTku0Z2dnY8i4CfB5/gSmJlVv4c7FK1dJZRsAJo8dg+ULfoahgYFEe05ODnYdPIQ5i5YgNzf3f+3RMbEYNfl73Ll4rlq9QC0QCFDHwQE+/v6KLgXfz56L9H9N8DbQ10dCEYu/VGXfz5qDgP8stKWkpIQFs2dhzo8/SP0emJaWjtWbt+C3tesk2n38/TF1/k/Yv22LzGuuaK+9vTF70WKp9rqOjti3dTNaNpPeVOGFmxvG/zANvgEBEu3Tf16Atq1afvTZVlkxC/9o3LABvhk5An16dEdtW9tiz3vt7Y2ffl2O67fvSLQnJiXhy9Fj4fXkEdTV1WVcrXyZGBuhoKBA6t8ZsjRv2lQsmT9XbvcjIiIi+q/M7AzM2zwWWTmSCy9qqYuwaOIm9Gz9JQQCgcSx9/GR+OPgXNx1uSzR/vfj42hZvyO+6DJG5nVXtNO39+L6szNS7Z+16If5Y1ajlqGlRLtYLMaN52exfPc0pGel/q89Mzsd8zaPwcnfn0JNtWr9vswsfMAsMAuFmAVmoRCzwCwUYhaYhULMArNQiFkgIiKi6iYjKwujFi5FZrbky8giTU1s+Xk2vur2mdTveRHRMZi9bhMu3X8k0X7s2k10bt4UY/v3kXndFW33uYs4feuuVHv/zh2wdtY0WJlKzukTi8U4ffsufly5FqkZ/8zFSs/MwqgFv+LFod1QV1OTed0ViVn4gFkomZ2FOd7FxSHrPwtSVySvwGDM2yg9V6uOjTV2L/kFLerXlTr28o0PJi1bCb8wyQWiZ63bhDbODVHPzlZW5Va4goIC/LhqLZLT0qWO9e3QDn9MnwJ7K8sien74c7lk+y4cu3ZToj0pNQ1T/1iHW39tkknNsvIuLh6Tlq2SmrNfy8gQuxb9hO6tW0r18Q0Jw5SVq/H0leQGbH8eOIJOzZqga6sWMq1Z3vRE2tBUV8fbWOkN+qoLn5BQ/LbngFS7mqoQS76dgG8HfwHNYuY13nnhgml/rkdQZJRE+81nL3Hg0hWMG9BXJjUrgpaGOoz09BD27r2iS5EpgUCA1g3ro0+HdujYrDGa161T4nuGLt6+WLxtJ+66uEm0Z+fkYtLyVXA/th/ampqyLFuu1FSFsDAxRnDkW0WXolDmxkZIz8ws8u/T6qhd40YY278PurduCXNjo2LPe+zxCj9t2g4Xbx+J9vD30Ri1YCnu7dparnd5rExN4Hf+xCf3JyIiIqoM8vIycOfeROTnS86PEAq10b7dWtS2GwglJcmx0rS0KDx7/gvCwq9KtAcFnYZ5rQ5wchoh87ormq/vAYSEnJdqt7HujTatf4e2toVEe0GBGMEhF/D4yWzk5qb9rz0vLwN3707CFwPvQkWles2PEIlskJERjfx86Y3dqhNmgc+FQswCs1CIWWAWCjELzEIhZoFZKMQsEBEREVW8nIws7Bm3HLmZkvN71UWaGLFhJpp92Vlqfm9CZAxOzd8Kz8uPJdpfnLgFp46N0W50b5nXXdEe7r0M17P3pNob92uPr//4AQaW0vN73c7ex9EZ65GV+s/83uz0LOwetxwLHu+EUF31v5er1JiFD5gFQEkgQO1W9dCoV1s4dnCGddM6UFb5+KZroa6+uPDrHvjdd5doz8vOxcEpf2LR871Q19aQZdkVzvvWS9zadFKq3b5NA4zcPBu1nKyl+9x2waEpq5H8/p81J8X5YuyfvAqLnu+GyFhfpjXLm565EbLTM5GZXL3n0DELH94/2Dvhd6TFJUm0KwtV8NXK79F+bB+oqAoljqXFJ+Pisr14tP9vifaAR6/w96pD6L9gnIyrrnjMArNQiFlgFv7Lvm1DtBvVC/W6tYCeWfHzrAOfvsbZBTsQ6uor0Z4QHo0945Zjzs1N1WrPBCIiIqp8atvZ4e27d8jKqt7zUnfs2oUTp05JtX8xYAA2rlsLKysriXaxWIyTp0/j2yk/IDX1nzXc0tPTMXTESHi4vKxye6dkZGRg6IiRyMyUnGciEomwY9tWDPnqK+m1PSIiMH3WbJy/eFGi/fDRY+jSuTPGjxsn67IrHLNQMnk8F157eWHWXOl9c+rWqYMDe/egZQvptRlevHyJcRMmwtfPT6J92sxZaNe2LerXqyezemXlux9+QEBgoESbkpISFv7yM+bOmgVtbW2JY2lpafhz7Vqs+H2lRLuPry9+nD4dB/bulXnN8qSiogL72rXhVwn23ZMHLS0tfP3VYIwcNgzt27Ur9tmSlZWFvfsP4JdFi5Dyn71S9+7bjxbNmuO7yZPkUbLcyDMLUVFR6N2/P6KjoyXaRSIRFv78M74ZOwZGRsWP9SQmJuLylSs4cvQYbt6+LetyK1xBQQFGjBmD2NhYiXahUIh1q1dj0oTx0ns2x8VhweIl2LVnj0T7/QcP8euKFVi2ZInM665o12/cxJp166Ta27dri13b/0LdutL7Kd64eRPfTJqMd//aOzc/Px+jv/kGXu5uMKmC+8N+jIWFBdLS0pCcnKzoUuSiQ/t2+GbsWHzeowfMzc2LPe/R48eYM/8nvHj5UqI9LCwcQ0eOwuP796rdeK+ss+Dt44NlK36TaldTU8PypUsx5btvoVnM2j23bt/GlKnTEBgUJNF+/eZN7N2/HxO++UYmNRMREVH1l5GRiYkjpiMzU3L8TFukhXXblmPg132kxlqjIt7hl5nLceXiLYn2U0cvon2XNhg57iuZ113RDuw6jvOnrki19xnQHb+vXwQLKzOJdrFYjAunrmDWlEVIS/1nfmFGegYmjpiBe64Xoa5etdZRZhY+YBb+UcvcBMNGf4n+X/ZCw8Z1pX7+hWKi47Bp9U7s3HwABQUF/2svKCjAjG8XwLlpA9Rr6CSvsisMs8DnQmloamnCyNgA4aGRii5FJgYP74/Bw/uX+zrrVm7HyiXrJdpMzUzQrVencl9bnu7ceIgt63ZLtbdq1wwb/voNjnXtpY7dvfkIUyf+hOh3Mf9ry8/Px5Rxc/DQ4wqMTQxlWnNFKygowOTRsxAXmyDRLhQKsXzNzxg9YYjUuHt8XAJ+X7weB3dLrrH75MELrF6+BT8tnS7zuisas8AslIaamirMLGshNCi85JOJiIiISEJOZj72feeP3CzJPbbUtJUx7M/aaNrfEAKB5HyFxKhsnFkcglfXEiXaXc7GwbG9LtoOq3pzXR4fiobbxXipdude+hi8zA76FpJjTWJxAdwvxeP4vGBkp+X/rz0nQ4x93/lj/s3GEKoXPcZXWTELHzALzEIhZoFZKFTTs5Aal4szi0Pwr4+lAABKAqDb9+boPsUCmnpF78MX5pGGU78EI9xTcg2ZKO8M3Nwchb7zpNdQqMx87iXhznbpvfVqtxRh+Bp7mDpIr4Pkcz8JR2YGIiU6939t4nzg4NQA/HK3CURGQqk+lVlBQQEOTAlAWnyeRLuyUAmDltqi3QgTqKj+Zx3jhFxcXhWOJ0diJNoDn6bg6roI9J1btXIAMAsAs1CIWSD6uKrzGw8REUkZPfRrRHh54sHflzBv2lS0adGixE3YAaBls6a4cfY05kz9UepYRFQUNu3cKYty5UIoFKJpo0aYOHoUtq9djRe3byIpNAg71ku/TFrd7DtyFE9fSL70KBQKceHoYUwp4sVhADAyNMT2dWuwcM5sqWOrN29BQFCwzOqVtZqchX+rZWKCPj26Y9HcOTh/5BCivF8j7LUHGjdsKNP7/vTrMiQkSg4+2lhZ4eHVy+j5WZci+9RzcsL10yfRs+tnEu0FBQWYPv8X5ObmFtmvKhBpa6Nj27aY8f13OLxjO3yeP0VsoB/Gjxqp6NJkrnuXzrh1/ix8Xz7DTzOmo34d6Rf4/83OxgYHtm/F1tV/Sh1LSU3FL8ulX0au7HwDArB+219S7YvmzsG2tathaGAgdUxVVRU/TJyAC0cPQyiUHIR4+PQpDp+UXlSpqlBSUoKDnR2GDvoCf/66FLcvnENCcCBeP3mo6NJw4Nhx3Lp3/3//72Rvj4ljRimwoop3+8EDnDh3Xqp918b1WPrTPGhra0kd09bWwq8/z8fuTRukjh0+eQr3Hz+RQaWyNXXez8jOltyQo2mjRnhw5RJaNmtaZJ9WzZrh/t8X0bRRI4n2rKwsTJv/s8xqlRVm4cPz6OuBA/D81g243ruDHydNRG1b24/2aVS/Pi4fP4r5M6ZJHQsNj8Cfm7bIqFr5MNDXR7fOnTB/xjSc2r8XwR6ueOvzBr27d1d0aURERERytffiWkRES46NijT1sGfRVfRqK72oMwDUMrTE2ulHMLCz9L8jNxxbhOS0BKn2yiwxNQ6bTiyVah/YeRTWTj+CWoaWUscEAgF6tf0KexZdhUhTT+JY2LtA7L+8QTbFyhCzwCwUYhaYhULMArNQiFlgFgoxC8xCIWaBWSAiIqLqafWBIwiOlHwpTU+kjRvbN2JIj25F/p5nZWqC4yuXYUy/3lLHFmz5CwnJKVLtlVlcUhIWb98l1T6mX28cX7kMVqbSL6QLBAIM6dENN7ZvhJ5IclO2gPAIrDt8XGb1ygqzwCwUxdLUBAM6d8Sy7yfh8sY1eHvjErzPHIWJvr5M7ztjzQZk50jOq27i5Ig7O7egRf26RfZp2aAebu/cjCZOjhLtWdk5mLlmo8xqlYWbz17g6SsvqfaJg/rj9JrfYW8l/e/PQlamJti7dAEWTBgrdeyxxyvcfPaiQmuVtQVb/kLCfzY2tK5lins7t6B765ZF9qlrZ4O/N61FjzaSxwsKCjBz7Ubk5uUV2a8qEGlqokPTxpg2fAj2L1uE1ycP4+2NS/hmQF9FlyZTv+85gLz8fIk2VaEQF9f/iZkjh0HzI5vvdm3VAo/370AjB+nFgpft2iexqH5Voq6mipYN6uG7rwZh16Kf4Hp0H2JuXynyz351MrL35wi+dBp3dm7BnDEj0Lphg1K9Z9iifl1c2bIOs0YNlzoWGR2DrSfOyKJcuRCqqKCJkyPGD+yHLT/NxpP9OxF75yq2/yy9uXJ1VsvQAL3bt8GCCWNxZs3vCP37LIIunYazo4OiS5MpoYoKJg7qD88TB3F7x2aM6dcb5sbFb0wLAO2bOOPOzs0Y0bun1LEXXt44cuW6rMolIiIiqjI8X21CamqoRJuqqi769L4A+9qDoKQkPVaqrW2Bbl33wdFR+t8dL1yWITs7Uaq9MsvKisdLV+n33R0dh6Nb133Q1raQOqakJIB97UHo0/sCVFV1JY4lpwThtVfVfi9RS8sCNtZ90KL5AvTqeRKjRvhjyFcvoaFhrOjSZIpZ+IDPBWahELPALBRiFpiFQswCs1CIWWAWiIiIiGTl+rpjiA2RnN+roauNmX+vRYuvPityfq+BpQkmHVqCtqM+lzp2bvEupCdUrfm9afHJuPDrHqn2tqM+x6RDS2BgWfT83hZffYaZf6+Fhq7k/N6YwEjc3HhCqk9lxywwCwDQengPrPQ7gdnXN6LnzGGwa1kfyirKJfazbV4X0y+uRo/pQ6WOJUbG4u72s7IoV2bycnJxYs5mqTmg9bu3xLQLq1HLqegNp+p3a4E5NzbCwNpUoj0tPhnnl+6WWb3yoGNqgIaft0afn0bj+xMrsCrgFH73OQ7LRtLzZ6sTZuGDJ4euIfj5G4k2ZaEKvj+xAp0nDYSKqvTmY9qGuhixcSb6zB8tdezmhhOICYqUWb2ywCx8wCwwC4WYhQ9fb4dv+mGJyz7MvrYBbUf1gp7Zx+dZO7RthNnXN6DVMOk1qkNe+uD5sZuyKpeIiIhqICsrSwwaOBC/LV+G639fRvz7dwj09YFpEesZVCdxcXH4ZdFiqfZxY8fg9InjsLKykjomEAgwbMgQ3Lt1E3p6ehLH/AMC8OfatbIqV2ZW/vkngoIl1/PT09PDvVs3MWzIkKLX9rCywukTxzFu7BipY/N/WYCEhKq1nh+zIE1Rz4Ufp0+X3tuqSRM8uncXLVu0KLJPq5Yt8fDuHTRt0kSiPSsrC1NnzJBRpbJz+84dHC9in7zdO/7Cr4sXQ1tbW+qYtrY2li1Zgj07d0gdO3TkKO4/eCCTWuVBIBCgfr16GDNqJDatX48nD+4jJT4OVy9dVHRpMmdpaYEtGzfibVgo9u7ciW5du0L9I2tZqKurY8p338Ll6VNYWkrPj1u0dGmVez7/myKzkJ+fjxFjxiAyMkqivU3r1vB55Ym5s2fByOjjYz36+voYPXIkrv19GW88PD76s6yM9u7fjydPn0m0CYVCXDp3Fj98/13RezYbGWHHtq1YtOAXqWN/rlmLgIBAmdUrCzk5Ofhx+nSp8d5ePXvi5tWrqFu36L1ie/bogcf37sLGRnI8OC4uDj8tXCizeuWhVq1a6Nu7NxYvXICLZ8/iXXgYIoKD0KSxs6JLkymhUIjJEyfC59UrPLhzB9+MHQtzc/OP9unQvj0e3r2D0SNHSB179vw5Dh4+LKty5UIRWVj+2+/I+8+6Xaqqqrh66SLmzJoJTU3NYvt279YNL58+gfN/9kYFgCXLllfZ9Z+IiIhI8Tb+sQOhQeESbbp6Orhw6wgGDe1X5FirhZUZ9p3cguFjB0sdW/bzn0hMSJJVuTIRH5eAFQulx0aHjx2MfSe3wMLKTOqYQCDAoKH9cOHWEejq6UgcCwoIwZY10usyV3bMArNQqFlLZxw++xc8gu5jwfJZcG5av8iffyETUyOsWPMLDp3ZDqFQck5VXl4efpm1QtYlVzhm4QM+FySpq6uheavGmDBlFDbvXoWH7n8jJN4Ncxb+qOjSKr0Th85JtQ0ZMRDKyiW/x1FZ5OTkYP70X6XGYLp+3hFnrh2AY92i3zn4rEcHXLl/HFY2kp+BxMclYvmCNTKrV1aO7D+Nl0/dJNqEQiGOnN+BCd+PKnLc3dDIAGu3LcecBT9IHdu8ZieCAkJlVa5MMAsfMAuShEIhGjWpj9EThmDttmW49fwcQhLcseEv6bVDiIiIiKhkNzdHIS5Uck6mhq4ypp1pgOYDjSAQKEn10bdQw/hdddB6qPT6xhdXhCE9MVeqvTJLS8jFpVVhUu2thxpj/K460LdQkzomECih+UAjTDvTABq6kv/mjgnOwq3tUVJ9KjtmgVkoxCwwC4WYBWYBAO7ufIvMZMl9GJWUgNGbHDDgFxto6hW/D59NE23MON8QdTrpSh27/ddbZKZUnX0583LEOLUgGP+dOljvMz38cLw+TB00iuxXr7MeZl5oCANLyaykJ+Th4u/S2arsnh2PQYhLqkSbslAJkw/URadxtaCiWsQ6xgZCDPvTHr1mSu9je2vbW8QEZ8qsXllgFj5gFpgFotIofvYLERFVes4NGsDU5NMXDFi1ZBE6t28n1X7y3PlyVCV/9evUwaY/VuLJjatICg3Cy7u38Nf6tZg0dgyaNXaWmsRZHeXl5eG3teul2udPn4aen3Upsf+S+XPRsW1bibacnBysXL+hYgqUE2bhg6mTJ+L0gX0IfeWOSO/XuHjsCJbMn4t+n/cs1zOjtPwCAnHsjPRi1Ls2roetddELdhbS0NDA/q2bYWhgIHnNwEAcPX2mQuuUtT49umPf1s14/eQh4oMDcPfSeaxZ/iuGDf4Sjva1oaQkPXBbnbRr3RJ3Lp7HtdMn0aVD+zL3//absZj1wxSp9iOnTiMxKakCKpSf39asQ26u5KB7p3btsHjenBL79vysC+ZNmyrVvnz1GuTn50t3qKR0RCL8tmgBrp05idhAP/i+fIYju3Zg1g/fo3P7dtDW1lJ0iYiOicHcxUsl2rau+RNqqtIfMFRlS1f9KdU2eugQjBshvcHdf40bMRyjhnwt1f7rH6srpDZ5uXnvPh49k1xwRU1NDQd3bIOBvv5H+xoaGODgjm1QU5PMxb1Hj3Hv0eMKr1WWanoW+vbsAZe7t3Fszy40b9K4TH2VlJTw28IFGDygv9Sx7Xv3QiwWV1SZcjFqyFc4umsH/F4+R0yAL66fOYXfFi7AoH59YW0p/UEBERERUXWXkp6II9e2SbXPHvU76tp+/HdHgUCAX8ath42Zg0R7UloCjl7/q0LrlLXDV7ciJV1y03MbMwf8Mm79RxdYAIC6to0xe6T0C4SHrmxGakZyhdYpS8zCB8wCs1CIWWAWCjELzEIhZoFZKMQsMAuFmAUiIiKqbhJTUrHlxGmp9j+m/4AmdRw/2lcgEGDj3BlwtJbcJC8+OQXbTlatuZCbj51GYorkC4qO1lbYOHdGib/nNanjiFXTpOcBbjx6EslpaRVapywxCx8wCx8smvQNzq1bhfCr5xFw4SRO/LEcc8eORLfWLaCvI5L5/W8/d8Fjj1cSbWqqQuz7dSEMdHWK6fWBoa4u9v26EGqqknPq77u644Gre4XXKivn70pv3mhrboZ1s6eX+hoLJ32DVg3rS7VfuPewXLXJk39YOE7cuC3VvmPhfNiYSy8Q/m8a6mrYvfgXGP4nM/5hETh+7WaF1ilrvdq3xe7FP8P92AG8v3UZN7dvxB/Tp2Boz25wsLas9nP2s3NycO3JM6n2WaOGoVPzpqW6hq62NvYvWwhlZcln+bvYODz38q6QOuWhrXMjbPt5Dp4d3IXY21fwYM92rJ8zHaP69kL92nYl/l1VHTRytIepoUHJJxbjtx+/RadmTaTaT926U46q5K9ebTusnzMdD/ZsR+ydK3h6cBe2/jwHE77oj6Z1nSBUKX7xnerkh6Ff4fiq5Qi4eBIhf5/F2bWrsHDSN+jToV25clJVjOjdE54nDmLz/Nlwsvn4u2z/JVRRwY4F84r8XWHbSen35YiIiIhqkuzsJLx5s0OqvXWrZTAylN5M+t+UlARo1+YP6OpIblqTnZ2AN95Va+Myrzc7kJOTJNGmq2OPdm3+gJLSx//9aWTYCK1b/irV/tprO3JyUiqyTJlr1nQeenY/ihHDvTFsiDu6d9uPxs7TYWHRBWpqeoouTy6YBT4XCjELzEIhZoFZKMQsMAuFmAVmoRCzQERERFTxMhJTcWe79Of4X/3+Hawalzy/d9ja6TBxkFxjLT0hBXd3nKvQOmXt9tYzyEiSnN9r4mCJYWunlzhnyqqxIwb/9q1U+60tp5CZXHXm9zILHzALgGXD2tAx+fh6oh8zaNkkOHaUfifY9ezd8pQld8+O3kBsyFuJNm1DXYzdMR9CddWP9jW0qYVRm2dLtT8/dhOxwW+L6FF5ffbdIEw+vBS/eR/DKv+TmHLyN/T7eSwa9WpTrpxUJcwCkJ+Xj6urD0u1fz5rOOp3a1Fi/74/j4FDe2eJtrycXFxbc7TCapQHZoFZKMQsMAsA0GpYdyx5uRcjNsyAqaNVyR3+RVmogtFb58KuZT2pY3f/qlq/PxMREVHls3TxIlw+fx7RkREICwzEmZMn8PO8eejRvTv0S9hDprpYv2kTEhMl13BzcnTEtk2bShzja9qkCdb8sUqqfd2GjUhOrjpruCUmJmLj5i1S7Wv//ANNmzT5aF+BQIBtmzbByVFyXDg+Ph6btm6tyDJljln4QNHPhZu3buHhf/ahUlNTw+H9+2Fg8PH3dA0NDXF4/36pva3u3ruP/2PvLMPbOL4ufiTLtsyMMSWOHWZmZmamcv9lblJuUkqaUtJAm6RhbpiZGR20HTAzkyTLlt8PfpV0M2tbWsnSyrm/5/EHH+/MXo/OjlarO3dOnDxp9Firk6++/ZbRpk6ehBnTplXZdsa0aZgyaSKjfz17tlFiMxUBtQIwf+5cnDx6BLkZ6bh94zpWLl+ON//3Otq3awe5XG7uEKsVTw9P/DJvHqLv3sX/XnsVTk761dapWzcUu7Ztg+yZNf6ZmZlYt2GjMUOtdsTihT8W/snMT21at8b+3bvg7++vd3/169djXh8xU1JSgjk//MDon378Efr26VNl+6+/+AJdu3TmaMXFxfie5/1TzKxaswYPHz3iaJ6enli1YnmVXgwJCcGyJWy94zVr1+Hhw4dGjbO6efuNN/Hv5k2Ie/gASbEx2L1jO77+4gsMHjQQPj4+5g6v2pkyaSLuRdzEkj8Xol69cL3aWltbY/lff6F9u3bM3xb8ydbYFjvm9IJKpcLe/fsZ/aMP3kf3bt106sPFxQXrVq+ClZUVR09KSsKFixeNEidBEARBEM8XOdm5WLpgFaN/O28mmrZga6v9F6lUirkLvkZoWG2OnpWZg78XrjZqnNXNkt9XIieb+1w0NKw25i74uspnrU1bNMQ3cz9l9EW/rUBebj5PC3FCXijnefdCg0bhWL11EQ6e3Yp+g3synz2qot/gnpj980xGP3PiAu7eijRWmCbhefcCQPOClrYdW+GXJXNw7NIOPM66jgNntuDH377E+KkjUb9R2HNRw9hQLpy9gkcPYhh9wrSRpg/GADat2Y6Yh3EczcPTDX+umAe53LaCVuUEhQTgt6XsXmub1+7A42f6FDMlJSX45Xv2meA7H7+CHn0687Tg8vGXb6NDlzYcrbhYjV9/XGy0GE0BeYG8oKV+w7r48fcvcfDsFjzOuo5jl3bgl8VzMPWl8WjWohGsra2r7oQgCIIgCIJgKMopwYllyYw+4qsQBDZ2qLStVCrB2O/rwLsONyemMLsEJ1ekGDXO6ubEX8koyinlaN515Bj7fR1IpZXvrxXY2AHDvwxh9ONLk6HIKzFmmNUKeaEc8gJ5QQt5gbyghbwA3NybxWitRnii9QgvndrLbKSYujAMto7c78JKVGW4eyzHGCGahEtb0pERo+JoDu4yTP69LqzllX9/4REox4SfQxn98tZ0pMcojRpndVJaUoaDvyUyep83a6FBN9cq2w/4IACh7bnrHkqLy3DoD7ZPMUNeIC9oIS8QRNXQN/wEQRDPOZ+8+w6j3b53H9k5OaYPRiBtWrbA/158AW1btmQKFDwv7Ny3H7Hx8RwtwN8fs95/V6f2EokEC+exC4U3/LsNaenpxgjRJJAXynn39dcwfNBABAhYOG8M/ly2HBqNhqONHjYUPbt20am9t5cXvv70Y0b/fQm7cZOYGT1sKKaMG4sG4eHPZWLtnM9moWvHDgb18cWHH8DN1ZWjlZSUYN+hIwb1a0pSUtOwZecuRl8470dIJJU/vNby2QfvMdfzo5hY7D5w0CgxmgJ3Nzd88s7b6N2tG1xdXMwdDi/vzPwMWf8pWDV1/Dj06FJ18qclceX6DZy/dJmj2dnZ4efZ7KZuFTF/zrews7PjaKfOncP1iFtGidEULFj6F6O9+fJLaBCuW8GJBuHhePPllxjdkt6nyAvAHz/9gGaNGxnUx7xvv2YWmaVnZOLcM2Mrdl6YPAljRwxHaO0Qc4dCEARBEAQhCrafWI0iJXezucahrTG82xSd2tvayPHhZPZZ6+bDf0FdojZKjNWNuqQYW48uZ/QPJ/8IWxvdCoYO7z4VjUO5m9cUKPKw4+Qao8RoCsgL5AUt5AXyghbyAnlBC3mBvKCFvEBe0EJeIC8QBEEQBFEzWbl7LwqKFBytdcMGmDp4gE7t5ba2mPvuG4y+9N8dUJdYxuLlYrUay7az+W9z330Dch3zdKcNGYjWDbkbeOcVFmLVbnZzErFCXiAv/JdZL05D/47t4eXmapbz/7l5K6P9b8wo1K8drFP7+rWD8b8xoxh9wUa2X7FyPuI2o704fAis9dw87n9j2XE4byH5bwCwaMs2Jmd/ZK/u6N66pU7tvd3d8MXLLzC6JXkBAEb16o5JA/uhfu3g5zJnPyL6IfMeJZFI8Oro4Xr107BObfRo3YrRLema6NWuNWYMG4xm4WEWtZmk2Pho2iRGu/PwMbLzLGcDgdYN6+O10SPQplED2NrYmDscs/H2hDEY1r0LAry9zR2KWVj+1SzUriV8XZ1MJsMPb73O6NcjoxCfmmZIaARBEARBEBZNVNQ6qEsKOZqXZ0uEh03Qqb1MJke7trMZ/d69f6DRWEZ+RGlpMe5HspuWtWs7GzKZbvkR4eET4eXJfYajVucjKnq9UWI0FS2af4jAwN6wk3uaOxSzQF4oh+YF8oIW8gJ5QQt5gbyghbxAXtBCXiAvEARBEARBVBdn1+yHqoCbOxXSqj46TO6vU3truQ1G/8DmBpz6exdK1ZaR31tSrMaZFbsZffQPr8NarlveTMcpAxDSqj5HU+YV4dzaA0aJ0RSQF8gLxqTfe+zn1aS7MSjKtpwcuuNLtjPaoJlT4eTpqlP7+t1bouXwrhxNU6rB8aVsv2Km1xuj0XxIZ7jV0m3jvpoIeQG4uecssuJSOZprLS/0/3CiTu0lEgnGz3+b0S9vOYb89GyeFuKEvEBe0EJeIC8AwPSln8KztvA8ayuZFUbOeZXR429GIyuB8qwJgiAIghDOl599hoED+sPL6/n8LF9cXIylfy9j9F/mzYNcrltuwQvTp6NtmzYcLS8vDytWsjkLYmX5PytRUMCt59e2TRvMmDZNp/ZyuRy/zJvH6IuWLIVabRl5JuSFp5h7Xvhj4Z+M9tYbb6BBg/o8R7M0aFAfb73B1pr57Y8FBsdmKq5cvYpz5y9wNDs7O8yfO1fnPn6ZN4/Z2+rkqdO4fuOGMUI0CXXrhuK9d95Gl86d4eDgYO5wTM7gQQPx7ttvGbQnbPNmzTBtKlubdddu9vstMSMGL2RmZuLb777jaHZ2dti0bi1cRLovpLHZsWsXYmPjOFpAQC189umnOrWXSCT4848/GH39xk1IS7Oc51t871Nff/GFzu+bvXr2xJhR3NpLpaWl+OPPRUaJz1S8987bGDFsGAICAswdillYtWIF6tSpI7i9TCbDvB9/YPRr168j/pm90cWOOb1wMyKC+RwjkUjwxmuv6dVPo4YN0atHD0Y/e+68QfERBEEQBPF8su6frSgs4K7pa9mmKSZOY2uw8iGX22L2zzMZfcWSdRb1rHXV3xsZffbPMyGX6/acY9L00WjZpilHy88rwPqVllOzlbxAXgCAN95/EQOG9jaoj+mvTEDd8NqMvn/3UYP6NSXkhXJoXiine+9OmPLCWDRp3pBqGAtkw6ptjNa6XXOE1Q81QzTC+WvBakb7+Mu34enlrlP7rj07Yugo7l4VpaWl+PtPtl+xsm/nEcTHJnI0/wBfvDeTXWvFh0Qiwdw/vmb0bRv3ID0t0wgRmgbyAnlBS4vWTfHi65PRsk0z2No+v7XNCYIgCIIgjM35jWlQFXL32Apu4Yj243TbS8VaLsWIr0MY/fTKFJSqNWwDEVJSrMGZNamMPuLrEFjLddtvq8N4bwS3cORoyvxSXNhoOXlP5AXyghbyAnlBC3mBvAAA+RlqpMcoGb3rDF+9+nHysEarYR6M/uhynuDYTM3J5cmMNvCDQDh5WOvUvl4XFzQfzB0DTSlwagXbr1iJOJCFrAQVR3P1s0Hft2vp1F4ikWDs92x+7dUdGcjPsJzvs8gL5AUt5AWCqJrnbxdrgiAIgkP3Th1hZWXF6InJdMNjSazdvIXRpk+cABs9NqZvVL8+OrVvx9HUajU279hpcHzE84Narcam7TsY/dXpuhW+0TJpzGg4ONhztIg7d3Hr7l1DwiMsDCcnRwzswybyX75+zQzRCGPjtm0oKeEW6e/SoQMa1quncx82NjaYOmEco6/bYjlJ+GJn17792Lpz15PfPT08MPebr8wYUfWwbgt7vzB66BB4uOuW7AsAHu7uGDl4EE/fluHH9IwMHDp+gqNJJBK8On2qXv28PHUKJBIJRztw9Bgys7IMDdEkkBeMQ1BAANq3ac3ol69dN0M0BEEQBEEQhLHYe4ZdTD+61wt69dGpaR/4eQZxtOz8TJyLOGxQbKbi9PUDyC3gbhzj7xWMzs366tXPqJ7TGW3fmU2GhGZSyAvkBS3kBfKCFvICeUELeYG8oIW8QF7QQl4gLxAEQRAEUTPZsJ+9F3t55FC9+ujbvi2CfH04WkZOLg6dv2RQbKZi/9kLyMrjLjAO9vNFvw7tKmjBz4vDBzPaxgOWca8LkBcA8oJYSM/OweELlzmaRCLR248vDh/M5L8dPH8Rmbm5BsdoClIy2cKcHZo21rufjs2asH1nWEYOoLqkBFsPH2P0V0YO06ufCQP6wMGOu7HrrQcPcfvBI4PiI0wH3/VQu5YffD3YoiFVYcnXBGE8urZsDisrdtl5Unq6GaIhCPPSsVkT1PJmNzS9eve+GaIhCIIgCIIQBw8esusS69fXr4ZAQEBPODoGcjSlKhMJCeyzDjESn3AYKhU3P8LRMQgBAb306qdevSmM9uDh87M2syZAXiiH5gXyghbyAnlBC3mBvKCFvEBe0EJeIC8QBEEQBEFUF5c2HWG0Li+weaqV0bB3G7gHcfN7CzJzcefI5QpaiIvbBy+iMDufo3kE+aJRn7Z69dNpOltP8NKmowbFZkrIC+QFYxLepRmkPDl0OckZZohGf+JvRiP5XgxHs3WQo934Pnr103kGew1d/fc4SktKDQmPMCHkhXIubWLXq3Sc3B8yG902LAMA/wYhCO3AXa9Qqi7BlW0nDA3PJJAXyiEvkBe0kBeMQ2j7xnCtxeZZx16LNEM0BEEQBEEQNYO9+/cj65m9bkKCgzGgfz+9+nn5Rbb23boNGwyKzZSsXb+e0V59+SW9+ujfry+Cg7n1/DIyMnDg4CGDYjMV5AVxkJ6ejoOHuZ8hJRIJXtPTj6+8+CJT22P/wYPI5KkRIEbWrGOvyTGjRsJDj1oGHh4eGDViOKOvXU9+fN4YP2YMo126csUMkVg2CxYtQu4z9YE++ehDhISEmCcgM7CWZ26aMW2afns2N2yIzp06cjS1Wo1NFrLv3vUbN3Dnmf18HRwcMGXSRL36eeWlFxlt05YtzJ6rRM2mU8eOCAioxeiXr141QzSWSXJyCqPVqV0bvr6+evfV6Zm5CQCSU9j+CYIgCIIgqmLLuh2MNu2VCXr10atfVwQGc+8VMzOycezgaUNCMxmH951AdlYORwsKCUDv/t306mfKS+MYbcv6XYaEZlLIC+QFY2FlZYWhowYw+vXLEWaIRhjkhXJoXiCMQVGRArv+3c/oE6ePMkM0wom4fhf370ZzNHsHe4ydpF+N92kvs/PCjs17LeZZ65Z1Oxlt4rRRej13r98oDO06teJoarUaO7bsNTg+U0BeKIe8QBAEQRAEQVQnl7ey+910muLDc2TFNOjhCvcAW45WmFWCu8dzDAnNZNw5mo2iHO7nA/dAWzTs6apXPx0neTPa5W2WUQsBIC8A5AUt5AXyghbyAnkBAPJSixnNykaCoOaOevdVp60z23+aWlBcpib+diGSIxUczcZeijaj2XX9ldFpMnsNXduZidKSMoPiMxWX/2XnhfbjvSGzYWtCVYRfPXvUaevE0UrVZbi2yzKuCfJCOeQF8gJB6IruswJBmBiNRoOHj2Ow99Bh/L1qNeYvXIQffv0Ni1f8g03btuPClSsoLmZvhgkuKalp2H/kKNZs2oxf/lyMeX8sxMr1G7Dv8BFkZtGm6wRgY2MDTw93Rs8vKDBDNIQQVCoVjpw8xejTJrDJOFUxbTzbZveBg4LiIp5Pzl26zLy/BAcGonvnTnr14+zkhOEDBzI6+fH5o0nDhoyWksY+9BArfJ4VNj+PZ7RDx4/T/bARyM3Lw5sff8rR5n37NTz1KA5kKezhKSA2lee9vyqm8nh4j4XMz/uPHGUSkzu3b486ehadqVunNjq2425goVarcfCoZWwGSF4wHk1536fSzBAJQRAEQeiGRqNBfOojnLp+AFuPrcCqvb9j2c552HT4bxw4vxUR0ZegLqHPGVWRkZOKMzcOYffp9Vi99w/8s/tX7Di5BqdvHEROvmUUSiX4Sc6IR1TcbY4mt7FDv3Yj9epHKpVicGf2s/yJq/sMis9UnLjGxjm48wSmOHBV9G8/GrbWco52L+YGUrOSDIrPFJAXyiEvkBe0kBfIC1rIC+QFLeQF8oIW8gJ5QQt5gSAIwvLQaDR4lJCI/WfPY/mO3fh13UbMXbkWS7fuwObDR3Hx9h0Uqy1jUaE5ScnMxMFzF7Fu30H8tm4T5q/ZgNV79uPAuQvIfGZTHMKyiEtJxa0HDzmana0tRvXqrlc/UqkUEwf0ZfS9p88aEp7J4Itz0sB+et/njenTE3JbbjG+65FRSLSAXEDyQjnkBXFw8NwFlJSWcrROzZuidi1/vfoJDQxAh6aNOZq6pASHzl8yOEZTUKhQMpq3u5ve/fjwtClQKHiOFB8XIm4jMzePowX5+qBry+Z69ePs4ICh3bowuqXMTQT/9eDlpv/1APBfR4UWck0QxsPG2hqeLi6Mnl9EXiCeT5rUDWW01Exal00QBFFTKSvTIC/vMeLiD+N+5GrcuvUnbtz8DXfvrcDDR9uRlnYFpaWUZ10VRUWpiE84iugHm3Dr9iJE3FqAqOgNiI8/AqWS3kctmYKCBGRlczeCt7KyQ+2QoXr1I5FIUTd0DKPHxlvGusS4ODbOsLpj9H5WWqf2cFhZcfMjMjMjUFiYbFB8hOkgL9C8oIW8QF7QQl4gL2ghL5AXtJAXyAtayAsEQRCEEDQaDdIfJeHWwQs4888eHP5jMw78vB4n/96JK1uP4/HluygpplzvqshNzcKdw5dwYcMhHFmwBYd+24Tzaw/g9qGLKMiiXG9LJis+FYm3H3E0aztbtBzRTa9+pFIp2o3rzei39p0zKD5TEbH/PKO1m9BH73vN1qO6w1rOze+NvxmNnCTxb0hDXiiHvGA8ZDbWcPRgc+iUBZaRQ8fnheZDu0DuZK9XP/W6tYB7IHcjv/z0HMRcuWdQfITpIC8AalUx7h2/xujtJ7Jre6qi/cR+jHZrHzvGYoS8QF7QQl4gLxibWo1qM1peKuWHEQRB8KHRaPDw4UPs3bcffy1bhp9/+RXf//QTFi1Zio2bN+PCxYu054wOpKSkYP+Bg1i9di3m//ob5v48H/+sWoV9+w8gM5NqQROWz+49exhtyuRJej/jGz92LORybm7BtevXkZiYaFB8piAuLg4Rt25xNDs7O4wdPVqvfqRSKSZPnMjou/ayYyxGyAviYN+BA8zeVl06d0KdOnX06qdu3VB06tiBo6nVahw4xO4ZJUb27N3LaNOmTNG7H742fF4najZNmzRhtPz8fBQVFZkhGsuktLQUS/9extFsbGzw1v/+Z6aITI9KpcLho0cZffpzNjft4olz1IjhcHJy0qufnj16ICgokKOlpaXh4iXLqEFFGI+mjdk5OiUl1QyRWCaFRYWM5u3tzXNk1fjwtCsoKBDUF0EQRE1Go9Hg8cM4HNp3HKuXbcSfvyzHrz8uxool67B90x5cuXiDnrvrQGpKOo4cOIlNa7Zj0a/LseDnv7F+1b84vP8EsjKzzR0eYQAJcUm4cyuSo9nZyTFs9AC9+pFKpRgzcRijH9jDfi4TIwf2sPvLj500TO9nrSPGDoJcbsvRIq7fQXJiikHxmQLyQjnkBePRsEk9RktLtZya4uQFmhcI47H73wMoyOc+E7Gzk2P4mEFmikgYB3k8O3hEXzg6OerVT5ceHRAQxN0jID0tE1cv3TQoPlOgUhXj5FG2Fv34qfrtu1dRm4M8c68YIS+QFwiCIAjCUDSaMqTHKHHnSDbOrk3F0SVJOPRHAk6vTMHVnRl4fDUfJcUac4cpevLSinH3WDYubUnHsSVJOLIoERc2peHO0WwUZlF9FUsmK1GFpHvcPDFruRQthnjo1Y9UKkGbUZ6MfvuwZXyvcfsQG2fb0V56P59qOcwT1nJum4RbhchJVhkUnykgL5RDXiAvaCEvkBe0kBcAVRF7v+zgJoNUqt8YAICTlzXbf2Epz5Hi4/Yhdq1+84EekDta6dVPeGdnuNXi1pDKz1Aj9nq+QfGZArVKg8hTbH3AdmO99O6Lrw3f9SZGyAvkBS3kBYLQDZm5AyDMy4GjxzB43ASONnH0KKxessigfhOTk1G7WUtoNE9vVhs3qI8bp09W2i7qwUPs3LcfJ86exdkLF1FQyC46+S92dnZo37oV/vfiCxg2cACkUqlBceuLzNOH8/vU8eOwYuEfZu8rLT0dC/5ehn2HDuPm7TsVHieVStGyWVNMGTcWL0+dAhsbmwqPJWo2KhW7gMDDzd0MkRBCOHfpMhQKbtHfoIAA1A4O1ruv7p07MdrZi5egUqlga2vL04IguBw/fYbRunbsoPfDOqDcj+u2bOVoR0+ewqz33xMcH2F5OPMUAMjNyzNDJPqjVCpx4cpVRu/WqaPefYXWDkFgrVqI/0/ho8LCIpy/fEVQf8RTPv36WySlPF3M0KNLZ0wZN9aMEVUPj2Nj8Tg2jqPZ2NigY9s2evfVqW1b2NjYcBahPnj8GLHx8QgODKykpfnhe58Seg1179QJZy9c5GhHT53GxDH6FXwzNeQF4+LEkzCfZyHvUwRBEET1cfbmYbwxl7s4aGCncfj+f8sqaKEbqVlJGPB2A2jKnj53rxvQEFt/ulhJKyA2ORrHruzBlbuncT3qPIqUlRdjktvYoWlYW4zr8zJ6tBpi8ufuzSdxPwcO6TIRs19bava+snLTsf7gYpy6fgBRcbcqPE4qkaJB7RYY0mUCRvWcAWsZPXe3JC7eOcFojeq0hJ3cQe++2jTsir93zK2yfzFy+c4pRmvToIve/djJHdCoTktci+RuYHjx9nEM7TpJcHymgLxQDnmBvKCFvEBe0EJeIC9oIS+QF7SQF8gLWsgLBEEQ/Bw6fxHD3vuEo43v1xv/fPO5Qf0mpqUjfPg4Tp52o9DauLLun0rbRcfFY9fJMzh19TrORdxCQZGi0uPtbG3RrkkjvDpqOIZ262zy58V27btzfp88sB/+/nKm2ftKy8rGos3/Yv/Z84iIfljhcVKpFC3qh2PSgL54cfgQ2FizCzcJ8XLiCrtxd6uG9eFgZ6d3X91atcCP/6zhaMcus3llYuTE1euM1rVlc737cbCzQ6sG9XH2RgRHP375KiYP6i80PJNAXiiHvCAOjPU6AOV+PHeT+73n8ctXMaF/H0H9mRIPF2ekZHIXDytU+heEKFQoGc1NzwKq5oLPC11aNheUs9+tVQtsOHCYox27fBWfzNB/MzvC9Hi4ODOaUsD1APBfE64Wck0QxkWlZgsW8nmNIJ4HnBzsGS2vinXvBEEQROUkJBzDwcPjOVponVHo3m2xQf0WFiZj05YWKPtPnrWbawOMHFF5fZPc3IeIjduH5OSzSE29CHVJ5fO8lZUdvL1bo2H9GQgOHgiJxLTPzZf/w92oN6zuOHTtssDsfSkU6bhzdxniEw4hK6vi+iYSiRQeHs0QFjoW9epNgZUV5VlbEknJpxnNy7M5rK31z4/w8+2EGzd/4fafxOYdiJGkZHaNqq8vW6OjKqytHeDp2RypqRe4/SedRFjY+ApaEWKCvEDzghbyAnlBC3mBvKCFvEBe0EJeIC9oIS8QBEGIlztHLuHPUbM4WpuxvTDjb2E5xlpykjLwWaOJKPtPrrd/wxB8fr7ymiOpDxJwc89ZRJ2+gYcXbkNVUHmut7WdLeq0aYiuLw9Fs8GdTJ7r/T+X3pzf20/si6mLPzZ7X/np2Ti+ZDtuH7yIhFsV53pLpFIENQ9Duwl90Hn6IMhsKNfbkog8yebQBbesB1sH/fN7w7s0x/556zja/RNs/2Ik6hQbZ1jnZnr3Y+tgh+CW9fDgHDev9P6Ja2g/sa/g+EwBeaEc8oJxUavYHDoHd8vIoYs8dYPRwgV4QSKRoG6npri08QhHv3/iGkLbNxYaHmFCyAvAo4t3oVZw86rdA73hGeKnd1/1urBj9/DCbahVxbC2FXfuA3mBvKCFvEBeMDZ2TuyzfkUe5VkTBGE+Dhw8hIFDh3K0SRPGY83KlQb1m5iYiOC6Ydw9GBs1QsS1yteHR0VFY8euXThx8iTOnDuHgoLKa0Hb2dmhQ7t2+N/rr2H40KEmf94rtZVzfp82ZTL+WSasjrYx+0pLS8Mff/6Jvfv242ZERIXHSaVStGrZElMmTcIrL71IezASFsmxEycYrXvXrnr34+DggDatW+H0mbMc/cixY5g2Rdxrx48eP85obVq3goOD/nkmPbp1w3c//Mjt/+gxwbGZEvKCODjO8zp0E/A6AED3bt1w5iy3ruLRY8cwacKEClqIg8ePH+NxTAxHs7GxQccOHfTuq1PHjuzeVg8fIjY2FsEC9lklLBNnZ/7vWnJzc2Fvz67nJliOHT+O1NRUjtavTx+4ubmZKSLTc+78eXbP5qBA1K5dW+++enTrxmhnzp2ziD2bjfU+JZFI0K1LF6xZt56jHzl2DJ060r6ozxPOznx7BeeaIRLLxMPdg9Genat0pbCwiNGep3meIAhxcfTgKYwf8hJHGz1hKBav+tmgfpMTU9A8tDvnuXuDRuE4dX1Ppe0eRj3Gvl1HcObkBVw8ew2FBZV/N2lnJ0fr9s3xwmuTMHBYH5M/d/eyCef8Pm7KCCxc/pPZ+0pPy8TfC1fj0L7juBNxv8LjpFIpmrVshLGTh2PqS+PoubuFcer4eUZr3roJHHjqqVVF5+7t8MsPi7j9H2P7FyNnTlxgtE7d2undj4ODPZq3boILZ65w9JNHz2H81JEVtBIH5IVyyAvGw8mZrU+bl1v5d+FigrxA8wJhPDas3sZog0f05Z0nxMxpI80LEokEHbu0weZ1Ozn6qaPn0K5jK8HxmYLL569B8UxN8oAgfwTXDtS7r848Y3fx7FWoVMWwFXluLXmBvEAQBEFYBnePZ2PJZO5zzdYjPTF1QZhB/eYkq/BV22v4T0lr+NW3w8yjzSttl/ZQgYiDWYg+l4dHl/KgKtRUery1XIrarRzRZbovmvR3h1Sq/95ChvB2Le5ntrZjvDD5t7pm7ys/Q42Ty5Nx50g2Eu+y35dqkUiBwKYOaDvaCx0n+UBmY9rn/oRhRJ1hcxCCmjvA1t5K777COrrg4O+JHC3ytGXkOESdZeOs20H/Gga29lYIauaIhxfzOXrk6Vy0G+tdQStxQF4oh7xAXtBCXiAvaCEvAA5uMkZTKyu/x66I4qJSRrN3YfsXI7xe6Ki/FyQSCeq2d8blfzM4euTpXNRpI+4aSo+v5DOvvVstG3gEyStoUTFhHV0Y7dHlPKhVGljbivszBXmBvKCFvEAQuiHuK5modvp074ZaftwCUjv27UNefn4FLXRj7eYtnIRnAJhWycLgiDt30LpHLzRs3xEzv52Ng0ePoUCHTW8VCgWOnz6DMdNfQPMu3XHr7l2D4rZ0lEolvvrhJ4S3bocffvkNN29XvBkiAGg0Gly5fgPvfDoLjTp0wv4jR00UKSEmMjIzkZPLvXFycXZG3Tr6LzwlzMPl62xR5Y5t2wjqq05ICHy9uQ9ClEolbt29J6g/4vnDmH7s2LYto127GYGysjJB/RGWSXxSIqN5urubIRL9uXnnDlQqbgFXPx8f1BZYKIbvWrpy/YagvohyTp49h2Vr1j75XS6XY9HP88wYUfVx+Ro7P7ds1lRQcRC5XI4WTZswuiX4kW8cOrZj3290ga/dFZ73QbFBXjAuCYlJjObhYRnvUwRBEET10b5JT3i7+XO0Y1d2o6Aoz6B+957ZAE0Z97n7sG6TKzw+Ku42xs3qhGEftsTvG7/E2YjDKFJWvahZWazApTsn8cFvkzH603aIjqv8OXNNR1WsxKKtczD4/aZYtnMeouJuVXq8pkyDO4+u4sdVH2L4h61w5sYhE0VKGIM7D9mi+c3C2wvqq0loa8isuElXSemxyM7PqKCFOMjKTUdyZjxHk1nJ0DhU2ALP5jzjd+fRNUF9mRLyAnlBC3mBvKCFvEBe0EJeIC9oIS+QF7SQF8gLBEEQldGrbWv4e3lytF0nzyBPhxzpylh/4BCTpz1l0IAKj78V/RDtp76EpmOn4PM/l+LQhUsoKKp6EwCFSoUTV65hwswv0XrSC7j94JFBcVs6SpUK3/61Ao1GT8RPK9ciIvphpcdrNBpcvXsf78//A83GTcXBcxdNFClhDK7cYfNmOzQVtuF4m0YNILPiLvyOTU5BRk6OoP5MRVpWNuJTuBs8yays0LphfUH98Y3flXsVF3gXC+QF8oKYMKYf+dpdtZDXoUlYKKNFxsTp3U9kLNumSZiwImCmprq9cP1+FOXsWwh818OjhCSUlJTo3VeUBV8ThPHIyMlBTj43v8jF0QGhAbXMFBFBmJeE1DRG83BhC7AQBEEQuuPv3w329tz6JrFx+1FcbFh9kwcPt6DsmTzrsLDxFR6flXUH23f2xNZtHXD5ymwkJB6DuqTqZ/elpQokJ5/G0eMvYNuObsjKer7rm5SUKHH12o/YsrUtbkb8iqysyvPOy8o0yMi4jvMXZ+LfbR0Rn0D1TSyJ9HT2e3sfH2FrM728WkIi4eZHFBTEQanMFNSfqVAo0lFYmMDRJBIZvDxbCOrPx5sdv/SMG4L6IkwLeaEcmhfIC1rIC+QFLeQF8oIW8gJ5QQt5gbxAEAQhdhr0aAVXf26u9809Z6HIMyzX++LGwyh7Jte7w6T+FR6fcPsRvu/8Kr5pNR07vvobd49chqqg6lxvtUKFyFPX8feUb/Bdh5eReOf5zvVWK4ux+7uV+LL5VBz4eT0SblWe612m0SD2WiQ2f7QQ37SegTuHL5koUsIYxFxl8x1D2zUS1FdI6/qQyrj5vZlxKSjIFPeGXfnp2ciK5+Y1SGVWCGlVT1B/dXjGL/ZapKC+TAl5gbxgbAoyc6HI5ebQ2bk4wKuOfwUtxINGo0H8jShGr9NeWI5xaDu23fPkBUuGvFBOLM97BN8cpwuetf3h7MOtM6tWFiPpzmNB/ZkK8kI55AXyghbygnHJTmTzrB09KM+aIAjz0ad3L9SqxV3/tH3nLuTlGVYLes369Uxtj+lTp1Z4fMStW2jZth3qN2mCTz/7DAcOHUJBQdW1oBUKBY6dOIHR48ajactWuHX7tkFxWzpKpRJffvMN6jZoiO9//Ak3IyIqPV6j0eDylSt4+7330KBJU+w/cNBEkRKEcUhLS0Nc3DM13GQytG0jcL+3Dh0Y7fIVtlae2Lh0+Qqj8f0vutCubVvIZNw8k5jYWGRkiLueH3lBPPD5sZNAP3bq0JHRLOF1uHSFHYNWLVsK3tuqZQs2X+ryVfGPA2E84uMTGE0ikcDDw8MM0Vgme/btZ7QhgweZIRLzwTc3CZ2f69SpA19fX46mVCpF/3lMo9HgKs/+g3zvN7rAd79wxQLepwjjEp/AztGeND/rTDOePTwfPnokqP7T/Uj2+xa+/gmCIExB996d4FfLh6Pt23kY+XlVP/OujM3rdjLP3SdMG1nh8Xci7qNHm2Fo37gfvp01D8cOnkZhQdW53gqFEqePX8CMcW+ha4vBuHtL/N9pVydKpQo/fv072tTvjV9/XIw7EZXXHdVoNLh+5RZmvjsbHZv0x5EDJ00UKWEMrl9mv1dp26GloL5atm3GPGuNi0lAZkaWoP5MRXpaJhLiuHuNy2QytGjTVFB/fON3/Wrle5mKAfICecHYJCYkM5q7p5sZItEf8kI5NC8QxiD2cTzOnWLX4U2cPtoM0QhHo9Hg5jW2Zl47gddE247sHm2WMC9cM+K8EFInCN6+XhxNqVTh3m1xfx4jL5RDXiAIgiAsgfpdXeHia8PRIvZnQZGv//dy/+Xyvxl4pqQ12o31rvD4xLuF+KnvTczpegO7vovDveM5UBVqKjxei1qpQdTZPCx/OQo/9rqJpHuG1TWxdNRKDfbOi8O3Ha/h0B+JSLxbVOnxZRog7kYhtn4eg++63cDdY9kmipQwBrHX2e+X6rR2FtRXcEtHSGUSjpYVr0JBllpQf6YiP0ON7MRijiaVSRDcwlFQf7XbODFa3E3DvsczBeQF8oIW8gJ5QQt5gbygxTNEDlsHKUdT5JYiL624ghYVk/pAyWj+DR0Ex2YqNJoyxEewnxPqtGZfU12o04a9luJuiN8LsTwx1uHxtS54Bsvh7G3N0dTKMiTfr/zzh7khL5RDXiAvEIQ+SKs+hKjJWFlZYfK4MRytqEiBLTt2GtTvmo2bOb/LZDJMGjOqwuMfx8bixi3DFqbdjYxE5wGDsHv/AYP6sVTS0tPRa/hIfDf/FxQU6v8Q/XFsHIZPmoJFy1dUQ3SEmPl31x5GGzqgP6RSeouwFCJus8k7zZsIX1TXoimbHHpT5IuHCfFgTD/WC6sLe3s7jpZfUICHj2ME9UdYJnye8vfz4zlSfND8LG6USiVee+8DlJWVPdFmvvcOwkLrmDGq6uPmHdaPLQzwY0seP94QuR8VCgWiHrIb8LRoIqy4dEueIgb3ox9ApVIJ6s9UkBeMSwTPeNaykPcpgiAIovqwklphcJcJHE2pKsKhi9sM6nf36fWc32VWMgzqNL7C4xPSHiMytvKC1FXxKPE+pn7dCyeu7jWoH0slKzcdL383EH9t/wlFSv2/HE5Mj8E788di46G/qiE6ojqIjGMXMtYPaSaoLzu5A4J867LniBX3Ysn7PPNGkG9d2MmFJZDVr92c0Qydm0wBeYG8oIW8QF7QQl4gL2ghL5AXtJAXyAtayAvkBYIgiMqwsrLCpIH9OFqRUol/jxw3qN91e7mbC8qsrDChf58Kj3+clISbUQ8MOue9xzHo/vL/sOfUWYP6sVTSsrLR74338MOK1SgoUujdPiYpGaM+moklW7dXQ3REdRDxgM0xaRYeJqgvBzs7hAUFsucw8LqsbiKi2fjCggLhYGfHc3TVNK8Xzp5D5GMAkBcA8oJYUChViObZvE6oH/leh8jYOKiK9S9OYGoGdmY3GNt+XP9NILYdPcFo/Tu2FxKSyTHm3BQeHAR7uZyj5RcV4VFCoqD+CNPi6+GBlg3qcbT8oiIcvnhZr35UxcXYe+YcR7OxtkbPNmyBYKJms/0YO58O7tqZ1hkSzyXqkhJExsQxur+3pxmiIQiCqDlIpVYIqzuWo5WUFOFxjGH1TaIfbOL8LpHIUDe04s1f8vJjkZVl2PqnnJxI7N47ELFxz2d9E4UiHfsOjMCNm79AXaJ/fZP8gjgcPjIZd+8tr4boiOogK4tdR+fhLmxdorW1A1xcQhk908Drsrrhi8/FJRTW1sLyIzw92LWZhs5NhGkgL5RD8wJ5QQt5gbyghbxAXtBCXiAvaCEvkBcIgiDEjtTKCu3Gc3Owi4uUuLZd/1yk/3Jhw2HueWRWaDuuV4XHZ8QkI+EWmw+kD8n3Y/Fzn7cRse9c1QfXQPLTs/Hb4A+wf+5aqAr0z/XOjE3B4nGf4+Tfhn1fQZiOhNuPGC2wKbsuTxdsHezgUzeAPUeEuHNb4yPYecOnbgBsHYTl9wY1Y3MQE26JewwA8gJAXjA213acYrSmAztaRA5d+qMkqAq5m87ZOsh5fa0Lgc3Ya8nQexbCNJAXykm4zcYo9D0CsMxxIC+UQ14gL2ghLxiPUnUJUiLZPGtXf8qzJgjCfFhZWWHKpIkcraioCJu3bjWo39Vr1nJ+l8lkmDxxQgVHA48ePcaNmzcNOufde/fQsWs37NrN7if3PJCWloaeffthzvc/oKBA/1rQj2NiMHTkSPy5eEk1REcQ1QPfvBEeFgYHB2G5BS1btGC0mxGGzU2mIOIWW2uvRfPmgvpycHBAeBj7rNPQObq6IS+IA4VCgajoaEYX6seWLdh29yMjxb+3VQRb+7F5M2E1NgH+8RP7NUkYl5u3WE95enrCxsbGDNFYJidOsvkszXj2javJRPDOTc0F99fSAuemBw8eovCZ/eodHBwQLrDuEN/9wg2ecSZqLmq1GvfuRzJ6Lf9aZojGMvH19UXrVtwaTfn5+Th46HAFLfhRqVTYs28fR7OxsUHvnj0NjpEgCEIIVlZWGDtpOEcrKlJgx9Z9/A10ZNMabl1mmUyG0ROHVXh87ON43L55z6BzRt57gAFdx+HA7qMG9WOppKdlYkSfKZj//Z8oLNC/Nkjs4wRMHvEali9eW/XBhCi4E3Gf0Zo0byioLwcHe4SGhTC6oddldcMXX2hYCBwc7AX117RFI53OITbIC+QFY8PnKT9/HzNEoj/khXJoXiCMwcbV21BWVsbRgkIC0KlbOzNFJIzHD2JRVFjE0ewd7BEaXltQf01bsNeSJVwPxpwXAP5xuCXycSAvlENeIAiCICwBqZUEbUd7cbRihQbXd2ca1O+lLenc88gkaDPKq4Kjgcw4FRLvFFX4d11IiVLgl6G3cetQlkH9WCr5GWosGHMHB39LhKpQo3f7zDgV/pp+H6dWplRDdER1kHiX/X4ioLGw3Fhbeyt415EzeuJt/b8DMSUJd9j4vOvIYWtvJai/wMaOjGbo3GQKyAvkBS3kBfKCFvICeUGLlUyCBt1dGf3GPv3vmW/sZT8jNOrJ9i02Mh4rUVzEvT+2sZfCO1RYDamAJuy1lGABXkgy4rxQUVu+605MkBfKIS+QFwhCH2TmDoAwP9PGj8dPv/3B0VZt3IQXp0wW1N+FK1dw/5mFxgP79Ia3V8UPj/nw9fZGw/r1UD8sDK6uLnB2dIK6RI2c3Dzci4zExavXkJnFvektLCzC5Ndex8Ujh1CfZ7F8TSUxORndBw/F41i2qJW9vR3atGiB5k2awN3NFdbW1kjPyMSV6zdw4coVqNXqJ8eWlpbi7U9mQm5rixcmTzLlv0CYibT0dMye9zNHs7GxwcfvvGWmiAghPIyJYbTgQGFFEgEgsJa/TucgiGcpKipCcmoqoxvkR/9aiHzALez9MCYGdesIS1AjLIu09HQcPHac0bt16miGaPTnYUwso9H8LB6+mTsP0Y+ebtDQsF49fPTWm2aMqHp59DiG0YIChPsxgMePfOcQEzHx8dBouA8M7e3t4OUprBCwl6cn5HI5lMqnBatLS0sRExePemHCizVXN+QF43HtZgRu32OTyC3lfUrMRNy5g4+/+gbnL19GfEIiMrKyIJVK4O7qBg93NzSsVw9dOnRAjy6dERZax9zhEgRB8DKs6ySs2DWfo+06tQ4je0wX1F9E9CU8ToriaJ2b94O7i37P3T1dfRBaqwFC/MPh7OAKBzsnlJSqkV+Yi0eJ93HrwWXkFHCfuytUhZj554tYP+ckavvXExS/JZKalYQXvu2HxPQY5m9yW3s0rtMK9UOawsXBHTKZDNl5Gbjz6BpuRl9CSel/nrtrSvHjqg9ga2OLEd2nmfA/IISQkPqY0fw8AwX35+sRgEeJ3HvGhNTHQOMegvusbhLS+MYgSHB/vu5sMT6+c4gN8gJ5QQt5gbyghbxAXtBCXiAvaCEvkBe0kBfICwRBEFUxZVB/zFu1jqOt2XsAM4YNFtTfxdt3EPlMvnD/Tu3h7e6mVz++Hu5oUDsE4SFBcHNygpODA0pKSpCTX4D7MTG4dPsuMnPzOG0KFUpM/2o2zv6zFPVCggXFb4kkpqWj92tvIyYpmfmbvVyO1g3ro1l4GNydnSCTyZCRk4Or9yJx8dYdqEtKnhxbWqrBez//DrmNDaYPHWTKf4EQwOOEJEYL8hVePDbAxwv3nsmneJSYBDFvofGoGsbgWR4nsucQG+QF8oJYiE1OYfPf5HJ4ubkK6s/LzRVyWxsoVcVPtNJSDWKTUxAeLPwznSmYPLAffli+GmnZ2U+0HcdP4cz1m+jcQrcNIu89jsHf23dyNHdnZ0wZ3N+osVYHRUolUjLYghCGXpdRsfEc7VFiEkINyHsmTMd7k8ZjyuffcLQvF/2Nbq1awF7OFpHh46eVaxlfTezfR/AcQ1gmaVnZ+H75Ko5mY22ND6dMNFNEBGFe9p4+h6w87rMRa5kMHZo2FtynQqXCr+s24tzNW7j3KAaZubkoVCjh5uQEN2cnBPh4o2OzJujUvCk6NWsCmYzKQBAEUTMJqzseNyN+52jR0RtRL1xYfZO0tCvIzeXWNwkM7A07O/3yrO3svOHmWg8uLmGwtXWFtbUjNJoSFBfnIicnCmnpV6FScfOsS0qKcOLkaxg25DBcXZ+f+iaFhcnYu28I8gvY+iYymT28PFvA3aMxbG3cIJXKoFRmIiPjBtLSr0CjeZpnXVZWivMXZsLKSo564VTfROzk5ccwmqOj8GcHDg7+yMnhbgSenxcD+HcT3Gd1k883Bg6GjcGz8I0zIT7IC+XQvEBe0EJeIC9oIS+QF7SQF8gLWsgL5AWCIAhLoP2kfjj4ywaOdmH9QXSaNlBQf48v30VqFPfZaeN+7eDkpV+ut7OPO/zqB8M3PAj2ro6QO9mjVF2KotwCpETG4vHleyjM4n6fqSpU4p+XvscnJxbBN1zcOWDGJCcpA/P7v4vMWHYzRht7OYJb1UNg07pwcHOClUyG/IxcxF6PxONLd1GqfprrrSnVYNOHCyCztUGnqQNM+S8QAsh4zOadugcJz6Fzq+WF5Pvc2qHpj5NRX7xL+vjHINCAMQhgv1tLf8yuoRAb5AXygjHJT8/Gvp/WcDSZjTX6vjfeTBHpB58X3AK8BffH1zY3ORNqZTGs5TaC+yWqH/JCORk8c5dB82MtdhzSecZaTJAXyiEvkBe0kBeMR8T+8yjMzudoVtYyhLZrZKaICIIgypk+ZSp+nDuPo61aswYvvfCCoP4uXLyI+5Hc7ycHDRgAb2/93kd9fX3RqEED1KtXD25urnB2ci7fgzEnF/fu3cOFS5eQmcld21dYWIhJ06bh8rlzqF//+akFnZiYiK49e+Exzx489vb2aNumNZo3aw53d7fyPRjTM3Dl6hWcv3CR2YPxrXffhVxuixdnzDDhf0AQwnj4iK2vFhwk/LueQJ69Z/jOITYe/mf/KC2GjsPde/eYc/Tu1Utwn9UNeUEcxMTE8uxtZQ8vPfdh1uLl5cW/t1VMLOrVCzco1urkkbH9yFO74hHPdU/UXFavWcto3bt2NUMklolSqcSdu3c5mlQqRaOGDZ/8Xlpair379mP7zh24fOUq4uLjoVKp4O7uDi9PTzRu1BB9evfGwP794eMj/LmYOeF9rzSgTlIA73uluOcmvviCAoXXQOa7X0hKSoJSqYRcx5o1hGWze+9eZGVx105bW1ujU8cOZorIMvnw/fcwfhJ3nfysL75Aj+7dYG9vr1Mf3/34I5KTud9lTJ40UfB9KEEQhDGYMHUkfp+7lKNtXL0NU14YK6i/KxdvIDqSez/TZ0A3eHl76NWPt68X6jesi7r16sDV1QVOzo5Qq9XIy8lH5P0HuHrxBrIyczhtigqL8OrUD3Dk/L8Iqx8qKH5LJDkxBUN6TkTs4wTmb/b2dmjRpimaNG8AVzdXWFvLkJmRhetXbuHKhRvMc/dP3/kWtnJbTJ4xxpT/AiGAmEdsLZjAYHZNmq74B/oh8t6DZ84Rj27ifdTKOwYBBoxBrUA/nnPE8xwpLsgL5AVjUlxcjB2b9zJ6p25tzRCN/pAXyqF5gTCUsrIybF63k9HHTxkBiURihoiE85hvXuC5tnXFP4Btm5KUBqVSBbncVnC/1Q3v/BhkwPzIMw4xD9lziAnyQjnkBYIgCMJSaDfWC4cXJnK0S5vT0XGisDyIx1fzkfpAwdEa9XKFk6e1Xv04e1vDN9wePnXlsHeRQe5khVJ1GRR5pUiJKkLMtQIUZpdw2hQXabDqjWh8tL8pfOraCYrfEslJVuH3kXeQGadi/mZjJ0VQc0cENHaAg6sMUmsJCjPViL1ZgJirBShVlz05VlMKbP3sMaxtJegwwTLzYJ4nMmPZ19s9QPg6RFd/G6REca/djFgVxLzyIiNGyWjuAcI/I7j6s+OXEcueQ2yQF8gLWsgL5AUt5AXywn/p8ao/bu7LQtnT2z4c+iMBLQZ76HyPfn5jGhJuFXK08M4uqNXIwZihVgt8r5NbLeFecOPxQl5qMdRKDazlUsH9VjcZPPOCYePAthX7NUFeKIe8QF4gCH2gnT4JhNcNRcd2bXHu4qUn2rmLl/Dg0WPUrVNb7/5Wb9jEaNMn6FaQsk3LFhg7fDgG9e2D8LqVJy2r1WrsPnAQs76dgwePny6cKywswtRX/4dLxw7rF7iFUlJSggkvvYLHsdwvld1cXfHlxx9i+oQJcHJy5G2bmJyMb3+ah+Vr13H0d2Z+hratWqJxgwbVFjdhfu5FRWH8Cy8hJS2No8/95is0CBfvIn6CJS6BXfAQGFBLcH98bWPjxJ/kSZifuMRERpPL5fA2YJFnYEAtRD7gJtuSH58flvyzCiUl3GQBBwd79OzS2UwR6UdcPOtVw+ZntrABXQ/CuB5xC78uWvLkd4lEgkXz58HGRrwFgQ0llud+IcgAPwbVYtvG8HheTMTG89wz+Qsfg/L2/oh+pohJTHw86oXVNajf6oS8YDz+XLac0UJrh6BhPTF/vWoZ7Ny3n1cvKlIgISkJN2/fwYZ/twEA+vTojg/fegO9qBAXQRAiI9gvDM3D2+NG1IUn2o2oC4hLeYggX/0Lduw6tY7RhnWdzHMkS+PQ1ujXfiS6tuiPYL+wSo9Vl6hx8to+/L7xK8SnPnyiK1SFmPXnS9jw3Wn9ArdQSkpL8MmCaUhMj+Hozg5ueG3kTAzrNhkOdk68bVOzkrDk3++x/cQqjv7Tqo/QJLQN6gY25G1HmB9lsQJZeemM7uchvEihrwdPkcL0WJ4jxUNyBruI0Y/n/9AVX092/DJyUlGsVsHGWpwLRskL5ZAXyAtayAvkBS3kBfKCFvICeUELeYG8oIW8QBAEUTlhQYHo0LQxzkfcfqKdj7iNh/EJCOXZhKgq1u49wGhTBw/QqW3rhg0wuncPDOzcAWFBlb9fqUtKsOfUWXyx6C88THiaF1aoUGLGV9/h3Kq/9AvcQikpKcGUz79BTBJ38wM3Zyd89uJ0TB08AE4O/JsoJKal47tlK/HPLm4R0vfn/4E2jRqgUWidaoubMAyFUoW07GxGD/QVvol5IM8GR7HJKYL7MwVxKWx8xh6DlMwsqIqLYSvSvC3yQjnkBXHA9zoE+Bi2EU+AtzcePJNXF5ucgnADNjIzBY729ljw6fsY/+mXKPv/ygplZWUY/+kXWPf9N+jWqkWl7a/eu4/xn34JpaqYo//60TtwdhB/UYX4lFRGk9vawNvdTXCfgT4+iIrl5v2JfW4injK6dw9sPnwUu0+eeaLdfvgIYz/+HCu//Ryerq4Vti0rK8MvazfihxWrObqflye+e/O16gqZECH3H8di0mdfISWTuwnfD2+9jvq1g80UFUGYlyVbtzNa5+ZN4eLIv15bF9KzczBrwRJGT8vORlp2NiJj43D00hUAQJCvD96aMAYzhg6Cg93zU2yVIIjnAxeXUPh4t0Vq2tP6Jqlpl5CX9wjOzvo/N41+sJHRwutO0Kmtl2dL1K49DEGBfeHiUnmOt0ajRmzcAVy5Mgd5+U/rm5SUFOHEqdcxfOgR/QK3UDSaEhw/8TLyC7jfE9vYuKJli48QFjYBNtb875eFhcm4dmMeoqLWcvTzF2bBy6sl3N2ovolYKSlRQKnMYHQHB+HrEh0d2O/J8gvEvS6xoIBdm+noKHwMHBzZMVAo0lBaqoKVFeVHiBnyAs0LWsgL5AUt5AXyghbyAnlBC3mBvKCFvEAQBCF+fOoGILR9Izy8cOeJ9vDCHaQ9TIR3qP5z9vl1hxitw6R+OrUNaVUfrUZ2R+P+7eFTt/I881J1CSL2ncOOr5cj/dHTXG9VoRL/vPQDZp5arF/gFkppSSmWz5iNzFhurpO9qxMGzZyKDpP6Qe7En+udk5SBvT+swtnV3FpXmz9eiNqt68O/of412QnTUKxQIT89h9HdAoTntvK1zYwTdw5dVjybS2jsMchLzYJaVQxrW3Hm95IXyiEvGIfkyFgsmzYbeancHLoRc16BXz3LyKHLjGO94G6AF5y93SCztUaJSv1EKysrQ1Z8KnzChK+jJqof8kI5fPOje6DwceAbwyyesRYT5IVyyAvkBS3kBeNx8q+djFa3YxPYuQjPsyYIgjAG4eFh6NSxA86eO/9EO3vuPB48eIi6VeyDyMfK1WsYbfrUqTq1bdumDcaOHo3BAwciPLyKWtBqNXbt2YOZn32OBw+f1oIuLCzE5OnTceXC+Upa1xxKSkowfvJkPI6J4ehubm746vPPMWPaVDg58deCTkxMxNdz5mD5in84+tvvvY92bduicaNG1RU2QRiF2Di2hltgoPB76yCetikpKVCpVLC1FWdugUKhQNoz+2gC/P+LrvCNYUysuOv5kRfEAe/rwLNnnD4EBgQg+pk9GGNiY1Gvnnj3iuUbh6AqapZVBp8fY2LZcxA1k4cPH2L/wYOMPmTwIDNEY5ncj4yERqPhaD4+PrC3L8+J2H/gIN55/33OZwotqampSE1Nxe07d7Bx8xbI5XK8+vLLmPXJx/AyYH9Zc8A7NxnyXskzr8Va4P2CIWPg4+MDW1tbqFSqJ1pZWRliY+NE/T5FGI8/F7N5Zl07d4aLi4sZorFcxo4ejY2bNmPHrl1PtFu3b2PE6DFYt3oVPD09K2xbVlaGefN/wZzvf+Do/hSknG8AAQAASURBVP7+mPv999UWM0EQhC6EhtdG244tcenctSfapXPX8OhBLOrU1T+nauPqbYw2Ydoondq2bNMUw8cMRN+BPRAaXnmOr1qtxoHdxzD785/x+MHT+7uiwiK8Nu1DHL3I1pWqiZSUlOClSe8i9jF3bZOrmws++uItTJw2Eo5O/N/xJiemYO7sBVi7YgtHn/XubLRq0wwNGtO9olhRKJRIT8tk9FqB/oL7DAj0Y7S4GHbNnJiIj01ktAAjj0FaSjpUqmLYijS3lrxQDnnBeGzbuAeZGWyd9n6DepohGv0hL9C8QBiHMycuMK+xRCLB+KkjzRSRcBLikhitVpDw68HbxxO2tjZQ/afmfVlZGRJiE1G3nnj3pInnGYcAA8ahFs+8wDcHiwnyQjnkBYIgCMJS8A61Q502Tnh0Of+J9uhyPtIfK+BVW/86/pc2s/sQtxun21qj4BaOaDHEA417u8E7tPJzl6o1uHUoG7u/j0N6jPKJXlykwao3o/Hxgab6BW6hlJaUYeXr0ciMU3F0e1crDHg/EO3GeUPuaMXbNidZhf2/JOD8em6u6dbPYxDcwgn+9fnrihDmp1hRivwMNaO71RKex+rO0zYzQclzpHjITlQxmpu/cccgL00NtUoDa1up4H6rE/JCOeQF8oIW8gJ5QQt54Sm1Wzmh24t+OLHs6d7healqLJ50Dy8uC4dHoLzS9pe2pmPzzEcczdZBinE/WkYtuawEHi/UEv69k5OXNWS2EpSoyp5oZWXl5/GpK9590PjHQfg1wTeGWfHsOcQEeaEc8gJ5gSD0QWbuAAhxMH3CeJy7eImjrdq4EbNnzdSrH6VSic07uMWVvL08MbBvn0rb1Q8Lx7lD+9G2ZUudz2VtbY2RQwajf6+eGDVtBg4fP/Hkb9ciInD4xEn06d5Nr/gtka9/msu8di2bNsWOdWvg7+dbadtafn5Y+tsvaNe6FV559/0nukKhwPuffYFD27ZWS8zP4lGn8sIy1c3CuT9iwmjdEvMtmbKyMiSnpOLqzZv4d9dubN6xE8XFTxM0ZDIZfvzqC7z58ktmjJIQQmYWm6Dq71v59V8ZfG0zsrJ4jiQILukZbKKtn4/wYpVARX5kz0PUPOISEvDLn4sYffqE8ZDLK3/YKRbSM1mvGjY/+zBaZjb7HkBUTklJCV555z2UlJQ80V6cPAmd27czY1TVTwaPH/0M8CNf28xMcd8v8I8Be13pg5+vL6Ifcb9cyeQ5j5ggLxiHy9euY82mzYz+6vTppg/mOefw8RM4fPwEJo8dgz/n/QQHBwdzh0QQBPGEYd0m40bUBY6269Q6vDn2S736URUrcfACt9iIu7MXurToX2m7Ov71sObb42gS2lrnc1nLrNG77TB0atYH7/86EedvHX3yt3sxN3D+1jF0aGIZC6MNYfG/3zGvXYOQ5vj9w83wdmMXff0XH3d/fPXyQjQNa4Nv/n7zia4sVmDemk+wdNbuaon5WTq/bFgBWEOZNf0XDOw01qwx6EtOPnuvLJVI4eEi/PmWF49fsnnOIyay89hN1Pn+D13xcvWFRCJBWVkZR8/Oz4SPu/AFmNUJeaEc8gJ5QQt5gbyghbxAXtBCXiAvaCEvkBe0kBcIgiCqZurgATgfcZujrdl7AF+/pl++plKlwtYjxzmat5sbBnRsX2m7+iHBOLV8Mdo0aqDzuaxlMozo2Q39OrbDuE++wJGLl5/87XpkFI5evIJe7XR//mypzP57JfPatagXjq0/fw9/r4o3TgCAWt5eWDTrI7Rt3BCvfz/via5QqfDRrwuxb+Ev1RLzs/j2Nu+mRr999B7G9+tt1hj0JSM3l9GkUil83N0F9+nn6cFomTnsecREBk98fpVsGFIVfp4evPd5GTm5qOUtzo2fyAvlkBfEgbFfh/L2HngQzy2Qy3ceMTK0Wxf8/tG7eG/+7ygtLd+QLjM3DwPf+gCDunTE+H690bphA3i7uUIikSAjJxfX7kfi3yMn8O/R4ygpLX3Sl0QiwZw3XsXYPr3M9e/oRTrPa+Trwc4t+mCJcxPBZdU3X2D0R7Nw7PLVJ9rRS1fQfNxUzBg2GP06tEODOiFwcXCAQlWM+NRUnLkegeU7diEimrtho7ebG/b8Pg/uLs6m/jcIE1JWVobkjExcvx+FbcdOYOuR4yhWPy1iJLOywndvvob/jbW8oukEYQy2HzuJk1evM/rLI4eZLIa4lFR89OtCLN6yDWvnfI0W9WmTK4IgahZhYROQmsatkREVvQmtW+lX36SkRIlHj7n1TeRyTwQGVl7fxNU1HEMHH4CXl+71TaRSa9QOGYLAgF44cnQ6EpNOPPlbZmYEEhNPoFat7vqEb5Fcuz6Xee08PJqiT++1cLCvfI2ag4MfunT6Bd5erXDm7HtP9NJSBS5e/BwD+v9bLTE/y5p1dU1ynoro2P4nhIZaVn0TpZJdLyiRSGFnJzw/wt6eXdupVIl7XaJSyeZv2Ffh+8qwt/MBIAHAfVaqVGbBwUF43gVR/ZAXaF7QQl4gL2ghL5AXtJAXyAtayAvkBS3kBYIgCMug/aT+eHjhDke7sP4ghn7xgl79qJXFuLrtBEdz8nJF436V53r71QvCx8cWIqRVfZ3PZWUtQ4thXdGoT1ssnfQV7h17mjMSfzMa945dRYOerfSK3xLZ8/0q5rULbBaG1zfNhqtf5fl1rv6emLTgA4S0aYh1b81/oqsVKmz5dBHe2TWvktbG44Mg030Pzcf4+W+jzRjLyJ3TUpDJ5rZJpFI4e7sJ7tPFj82hK+Q5j5jIz2Djc+X5P3TFxZc/v7cwMw+u/oblq1YX5IVyyAvCKCsrQ25KJuJuROPajpO4tu0kSoqf5tBJZVYY8e3L6PHqCDNGqR981wSfp3VFIpHA2ccdWXGpzHl8wgIF90tUP+SFcgqy8hjNxdeA+ZFnDPnGWkyQF8ohL5AXtJAXjMP1nacQdfoGo3d9cYjpgyEIguBh+tSpOHvuPEdbuWY15nzzjV79KJVKbN7K3bfP29sbgwYOqLRdg/r1ceHMabRt00bnc1lbW2PUiBEY0K8fRo4Zi0NHjjz527Xr13H4yBH06W1Z9RqE8NW33zKvXcsWLbBr27/w96+85lStWrXw9+LFaN+2LV5+7fUnukKhwHsffIjDB/ZXS8zP4uZt2L4nhvLnH79j4vjxZo2BEEZ6Rjqj+fsLzwHw8/Pjr+eQkYFatWoJ7rc6ychg69hJpVL4+Ai/rvjGkG+vHjFBXhAHxn4dtO2jHzzgaBmZrO/FRHo6zzj4CR8HvrZ81z5RM3n/o485ewUC5ffXo0ZYzvcw5iY2No7RnJ2cAACff/UVvv/xJ537UiqV+H3BAmzcvBk7tm5Bu7ZtjRZndcO3L6Dx5ybLu1/wM+B9SiKRwNfXh/FYRmYG6oHqG9R0/t2+HcdPnGT01159xQzRWD7rVq/CsJGjcOTYsSfa4aNH0aBpM7z0wgwM6NcPjRo2hIuLCxQKBeLi43Hq9Bn8tWwZbkZEcPry9vbGwb174G5AvUOCIAhjMWHaKFw6d42jbVy9DbO+fa+CFvwolSrs2LKPo3l5e6DPwO6VtguvH4qDZ7egZZtmOp/L2toaQ0b2Q6/+XTFtzBs4cfjMk79FXL+DE0fOonvvTnrFb4n89M0fzGvXtEUjrNu+BL7+lT9386vli1+XfIdW7ZrjvVc/e6IrFEp8/uF3+PfAqmqJ+VlCvcybDz/3j68xaoJlfReelZHNaFKpFN4+wvM/ff3Y9YBZmex5xEQmzzjw/R+64uPnzfusNSsjC361hK8VrE7IC+WQF4xDfl4Bvv/qV0bvO7AHagVaxrpW8gLNC4Rx2LCKrRHXpUd7BAZb3nePmelsjQJD5gWJRAJvXy/ExyZyz5OZDfNWvKuc7MwcRjNkHPg+a4h9XiAvlENeIAiCICyJduO88OhyPke7uDkdgz8J0qsftVKDa7u5+UtOntZo1Kvydeo+de3wwZ7GCG7hpPO5rKylaD7IAw17umLZi5G4f/Lp+qOEW4W4fyoH9bu66hW/JbL/53jmtQto4oBXV9aHi69NpW1d/WwxYV4oQlo6YsOHj57oaqUG276KwZubGlZLzM/ySYNLVR9UjYz5vjZaj7Csvd0Ks0oYTSIFnLysBffp7MP6he88YqIgU81ozr6GjIE1JBLgmcdTKMxSw9XPVnC/1Ql5oRzyAnlBC3mBvKCFvMBl+FfBKMxW4/K/T+/VE24X4oeeN9FurBea9HNHrYYOsHexQom6DLkpxXh8JR8XNqbh4UXuvaaNvRSvrKwPr9p2pv43BFGQyXrVhcfTuiKRSODsZYOsBBVHL8xWAxDvmBRm84xDFZ8XKoNvDMU/L5AXAPICQF4gCH2QmTsAQhyMGTYM7876DEVFiifa2k1b8M2nn0Aqlercz859+5GTyy0iNWHUKMhklVutXpjwr4Tt7e2xacUyNO7QGUkpKU/0xctXoE/3boL7tQTSMzLw+5K/OFrt4CDs37oJHnosqnlh8iREPXyEnxcsfKIdO3Ua125GoGWzpkaLtyJy89jiZqbkv5uR1wRu3b2L7oO5Bbs1Gg0Ki4qg0Wh42/Tt2QOzZ81Eq+a6LzwgxEFefj6zCB0A7ORywX3a27E3uNnZOYL7I54fcnJyGM1ObtgHJj4/ZpEfazwajQYvvvUOCgoLObqzkxNmvqffojxzkpPDFlc19vysVquRn18AJydHwf0+b/yyaDGu37r15Hcfby/88NUXZozINGQb24/2PPMzz/uAmMiujvcpixwH8oKhKBQKvPjWO8znq+DAQLz+wnTzBFWDsbGxgVQqhVKprPS4tZu34Mr1Gzi0bSv8/cS5OI0giOePvu1G4qfVH0OpKnqi7TmzAf8b/blez92PX92D/KIcjjaw01jIrCp/7h7iL7wAmp2tPea9vRojPm6N9OzkJ/qmw3+hQ5Oegvu1BLLy0rFu/58crZZXCBZ/ugOuTrpvyjGi+zTEJj/Ayj2/PdEu3jmBe49voEHt5kaKtmIKisy74Ye6pNis5xdCXmEOo9nYyCGRSAT3Kbdh75fzCsW9SJBvHGxthH9mkEgksLWWQ1ms4Oh5Bdnwca+8aL65IC+UQ14gL2ghL5AXtJAXyAtayAvkBS3kBfKCFvICQRBE1Yzq1QMf/LIARf/5zmvd/kP48pUX9HpevOvUGeTkF3C0cf16V5mnHR6sXzGR/2Ivl2Pd91+j+fhpSE5/umhxyb/b0atda8H9WgLp2TlYsHELRwvx98PuP+bBw8VF536mDx2E6LgE/LJ2wxPt+JVruH4/Ci3qV/9mJrkFhVUfVI2oLTBPOycvn9HkNjYG3efx5WZk8ZxHTGTzjYOt8IXWEokEchsbKFTcxXnZefmo5S3OQjDkhXLIC+KA73WwM+B1AMrf53U5j1h5eeQwNKxTG+/O+w23H5YX1NJoNNh98gx2nzxTRetygnx98PvH76F/x/bVGapR4ZubqsMLYp+bCC52clvs+m0u5q/ZgJ9Xr0d+UXmuSmZuHn5evR4/r16vUz8DO3XAwpkfws9T9/wIQtzcfvAIvV97i6NpNGUoVCorXGfYp30bfP3aS2hZv54pQiQI0ZGWlY33fv6N0ds0aoDhPboa7TxSqRR2tjYoVFSeI/0oIQk9XnkDSz//FOP69jLa+QmCIMxN7drDcOHiZygpeZpn/eDhZrRq+QkkEt2fm8fG7UdxMTdnNjR0FKTSyp+bu7oIr28ik9mjZ4/l+Hd7JxQVPa1vcvf+CtSq1V1wv5aAQpmB23eWcjQnxyD077sZcrnu9U3qhU9Cbu5D3Lr9tL5JUvJpZGREwNOz+uubFBebt75JqcbynpsXF+cwmpWVYfkRMhmbH1GsEnd+hEqVw2hWVoblR1hZyVFays2PUKmy4eBgGRvaPa+QF2he0EJeIC9oIS+QF7SQF8gLWsgL5AUt5AWCIAjLoNWIbtjyyZ8oLnr63d3FjYcx+LPpeuV639xzFopcbq53m7G9YCWzqrSdT1igfgH/Bxt7OV5a9SW+bfsCcpMzn+gnl+1Eg56tBPdrCeRn5ODYIu4m8R7Bvnhrx49wdNc917vT1AFIe5CAw79veqJFnryOuBvRCGoeZrR4K0KRa95c75JicW82wkdRTgGjWcsNy++1sWPv0QqzxZ1DV9E4CEUikUAmt4Fa8exGLHlw9fcU3G91Ql4oh7xQOYl3HuGXAdw6xmWaMqgKlSirIIeuYa/WGPrFCwhqUf1rfoxJUQ7rVWu5YTnGNnZse7FfEwR5AQAUeYXQlJQyujXP/6ErljYGAHkBIC9oIS+QF4xFfno2Nn24gNFDWtdH86FdzBARQRAEy9jRo/HO+x+gqOhpjvKadevw7Vdf6fW8d8euXcz+SxPHj696D8Z6wj9L2tvbY/OG9WjYrDmSkpKe6IuWLEWf3r0F92sJpKen47c/uO8xtUNCcHDvHnh46L7W8cUZMxAV/QDz5s9/oh09fhzXrl9HyxYtjBZvReTmmrcWdHGx5dWCJsrJ4dmHzZB9dCQSCeRyORQKbm5BVnY2atWqJbjf6oRvLyG53LA8E3s7e/Y8WeLOMyEviAO+vToN34OR9WOWyP3Iu8cXz955umJvzzMG2eIeA8I4rFqzBrv37mX0rz7/3CBPPW+kpKYwmpOTE7769lt8/+NPvG1sbGyg0Wh49zkGgNTUVPTo0xc7tm5B3z59jBpvdZCXl8e/Z/NzNjfR+xRhLNLS0vDmO+8yeru2bTFy+HCTx1MTsLOzw/49u/HTzz/jp3k/Iz+//DuDzMxM/DSvXNOFwQMHYumiP+HnR7nhBEGIg+GjB+Cz9+agqOjp84XN63bg06/f0eu5+/6dh5Gbw63zMGrCkCqfu9etV0e/gP+Dvb0dVmz4Ax2b9kdKUtoTfcXitejeu5Pgfi2BjPQsLP1jJUcLrh2ALftWwN3DTed+Js8Yg0dRMVgw/+8n2qlj53Hz+h00a9HIWOFWSF6ueb+DL7bEmtrZ7HcVcrmtYXWUefYsz84y73ciVZHLNw48OcK6Uv6s1RaKZ+rFZWflwq+WOPfOJi+UQ14wDrPen4PkxFSOZmVlhc9mv2+miPSHvEDzAmE4+XkF2LvjMKNPmDrKDNEYTk4O37xgWG6tHc+8kiPiayI/r4D3ubsh8yPfGIh9XiAvkBcIgiAIy6PFEE/8+0UMihVP1whf3pqOgR8FQirV/TNOxMEsKHK5a41ajfCElazyPnzqCv+O3sbOCjOWhuP77jeQm/L0+ePplSmo39VVcL+WQH6mGsf/TuZoHkG2eGN9Azi4W+vcT4cJPkh7pMTRRU/z7aPO5CL+VgECmzgaLd6KUOSx69NMSWlxmVnPL4SiXPZe09pWamBNCPY7qqIccddOKcplvWMj1/27tmeRSCSQ2UqhVnLrJRTllMDVz7DPNNUFeaEc8gJ5QQt5gbyghbzARSqVYMofYQht54y9c+ORn1F+31xcpMHplak4vTK1ih7KqdPGCRPnh8I71HLy1XmvCQO8AADWPNdEYbZ4rwlFfgk0Jew9ryHjwDsGop8XyAvkhXLICwShO4ZdGUSNwcnJESMHD+Zo8YmJOHrqtF79rNq4idGmTxxvUGy64OzkhFdnTONop86dR1mZ5T0U1IeFfy9nFsL//uMP8HDXfTNELZ+9/x7TbtnqNQbFR5iH0lINcvPyOD/5BQW8m7AHBQRg66p/sG/zRrRq3swM0RKG8t/FKv/FkIWzcjmbuKJQVr5xOEEAQJGC9aMdj5/0gc+PSvJjjee7+b/i+OkzrP7FZ/D18TZDRMLguyb4PK0rFc3tCiX/ewHBEv3wEb6dy12w/suc2XBzdTVPQCaEd442JNHVAu8XjD0GQAXjoHi+xsESvWAob33yKe5GRjL6Hz/9QMWgDKRe3bp49/XXsGXlCty9cA6FiXEoSopHQUIscmMf4fqp4/jjpx/QrjX/ZmL3o6MxfNIUFBaadxMrgiAILQ52TujdZhhHS8lMwMU7J/TqZ9epdYw2rOsUQ0LTCUd7Z4zt9RJHu3rvbI1/7r7x0FIoi7n3TJ9O/xmuTroX+Nby8vCP4erIfe7+77F/DIqPqD6UqiJGk1sb+GzLhr0/VBaL+375Wf8D/P+HPtja8DzjU4v3eQZ5oRzyAnlBC3mBvKCFvEBe0EJeIC9oIS+QF7SQFwiCIKrGycEew3t05WgJqWk4fvmaXv2s3XuA0aYOHmBQbLrg7OCAV0YM5Whnrt+s8c+LF2/ZBoVKxdF+/fAdeLi46N3XpzOmwMPFmaOt2LnboPiI6qNIxd5/2dnaGNSnnS27QFn5jL/EhsJE4/DsdSYmyAvlkBfEAZ8f5Qa+DvIa8Dp0at4Ul9Yux45ffkKvtq11bte2cUOs+GoWbm9dh/4d21djhManOuYmPi+IfW4iWKysrPDx9MmI3LEJv3zwNnw9dctzkFlZ4cXhQ3B6xRL8O/8H+OnYjrAMSjWlyC0o5PzkFxXxrjMM9PXBxh9nY9dv89Cyfj0zREsQ5qe0tBQzvpqD1Gc2ILWWybDgk/cFF/ZydXLEqF49sGjmhzi5bBFSjuxBwdmjyDh+APlnjuDBri1Y9/3XmDZkIGxt2MKiqmI1Xpn9I05fuyHo/ARBEGLExtoRIcGDOFphYSKSkk7p1U/0g42MFl53gkGx6YKNjRPq15vO0VJSan59k7t3l6G0lPu9bYf2P0Iu17++SfPm78PWltsuMmq1QfER1UdJCft9vZWVYfkRVlZsXkFJibjzI0pK2XGQ8fwf+iCTseNYWirucSDICwDNC1rIC+QFLeQF8oIW8gJ5QQt5gbyghbxAEARhGcid7NF8aGeOlp2QjsgT1/Xq58L6g4zWYVI/g2LTBTtnB3R9cQhHiz4TUeOfWZ9YugNqBTfHadzPb8HRXf9c7wEfTYKDOzfX+8zKvQbFR1Qfap46f9Zyw3LorO3Y9mplsUF9Vje842DgZvI2POMo5nEgL5RDXqgcTakGitxCzo8yvwhlPDl07oHeeGXt13hz248IahFuhmgNo7iIzf21lhvmBb72z77/EuKDvAAUVxCbIePAN7eqleIdA4C8AJAXtJAXyAvGQFNain9e+gF5adw8aytrGSb8+q5BGygTBEEYEycnJ4waMZyjxccn4OixY3r1s4pnz74Z06YaEppOODs747VXXuZoJ0+frvHPexcsWsTswbjgt9/g4aH/WsfPZ37KtPtr2XKD4iOI6qaoiK1lZ+ieJ3ztn73OxASNQTk0DuKgSEGvA2B8P1riGBCGc/fePbz5zruM3r5dO7zy0oumD8iCycvLZ7QHDx9izvc/cLSe3btj47q1SEtMgDI/D6qCfCTGPMY/y/5Gq5YtmT6USiUmTZuOuLi4aovdWPDNS4CBcxPPnqBin5tMdr9A+6LWaEpLSzF52nSkpqZydGtrayxeuICe9xqAlZUVZn3yCWKio/DHr7/Cz89Pp3YymQwvv/giLp49g13bt+ncjiAIwhQ4Ojli8Ii+HC0xPhmnjp3Xq58Na7Yz2oSpowyKTRecnB0x/ZWJHO3c6cs1/rn7sj/XMPtq//Dbl3D3cNO7r/dnvQ53D1eOtmbZJkPCI6oRvv3U5QbmlPK1V4p8z/KiahkHnr1TRDwO5IVyyAuGs2nNdmxcvY3RX39nBho2sZyapeQFmhcIw9mxdR+KirjPDZ1dnDDomc8LloKiiKfGO891rQ988wLftScWnn09tRgyN/CNoVLEYwCQFwDyAkEQBGF5yB2t0Gwgt55xdlIxos7k6tXPxc1pjNZ+nJdBsemCnZMMnaf4crQHF/Jq/HPrUyuSoVZy13aPnlMbDu7sngxV0e+dADi4yTjaubXs60mIg2IFu6bfWi41qE++9s/6S2wUK0oZ7XkbB/JCOeQF8oIW8gJ5QQt5gZ+Ok3zw1YUWmPRLKLxq6/68ruUwD7y5qSHe3dEY3qGG5deaGjXPNWHznHmBbwwAw8bB0sYAIC8A5AUt5AWC0B3DrgyiRjFtwnhGW72B3eCwIhKTk3HkxEmO1qpZMzRp2NDg2HShW6dOnN9zcnNxLyrKJOc2F/+sW8/5vX5YGAb26S2oLycnRwwdwC0EfvLsOcGxEZZBXEICRk+bgRZdu2Pz9h3mDocQgLpEzavLDSgQKJezDxOK1ZZZVJkwLeqSEkazNbBoJ5+Xi4vJjzWZXfv249u58xi9X6+eeG3GdNMHZAB8c7Rh8zN/22I1/3sBwaWsrAyvvvcBJ2G/X6+eGDdyhBmjMh1qHp/IbYUn/PK1Ffv8rFaz71NyWwPfp3jai/2+ibxgGAv/XoaV69lnJa9Mm4pBffuYISLLx8baBi9NmYyrJ47hzoWz+Hn2NxgxeBDC64bC9j/XmIODA5o0bIj/vfgCzh7YhwP/bkYtnsIi1yIi8MZHn5jyXyAIgqiUYV0nM9quU+t0bp+alYQLt7hFwRvWboGwoEYGx6YLrRtyN6XML8rBo8RIk5zbXGw/sZrze23/cHRpLmwTTQc7J3RvNYijXbl3WnBsRPVSUsreK9tYG7ZQ0saa/cxQUiLu+2X+cTBwIz+ecRTzOJAXyiEvkBe0kBfIC1rIC+QFLeQF8oIW8gJ5QQt5gSAIQjemDh7AaGv2HtC5fWJaOo5eusrRWtYPR+O6dQyOTRe6tGzO+T0nvwD3Y2JNcm5zsXL3Ps7v9YKD0L9je0F9OTnYY3BX7jP3U9duCA2NqGbUJezCZVsbG4P6lPO0F3veF9848P0f+mBra1njQF4oh7wgDkqq4XXga8+XXyZm1CUlWL1nP75esgxHL13Rud2Vu/exdNtObD50FCU8OfBihs8Lz+PcRPCTmJaOH1asxo8r1iAlI1OnNiWlpdhy+Bj+3LQVNyKjqzlCQszEp6Ri/KdfoM2kF7Dl8LGqGxBEDWTWwqU4dvkqo3/xygw0Cw/Tu792TRph1ewvELd/B9Z+9xVmDBuMto0bwsXR8ckmlzKZDLW8vTCyZ3cs+exj3N++EUO6dWb6KlarMe7TL5CRk6N3HARBEGIlLGwCo0U/0L2+SWFhMpKSuPVNPD2awd3dNPVN/Pw6cn4vLs5FTm7Nrm8SFc2tb+LiEobAQGH1TWysHREc1J+jJadQfROxotGwz0+srAzLC+Brr9GIOy+Adxxkxh+HUpGPA0FeAGhe0EJeIC9oIS+QF7SQF8gLWsgL5AUt5AWCIAjLocOk/ox2Yf1BndvnJGXg3vFrHC2oeThqNTJNrndY52ac3xW5BUiJjDPJuc3FuTX7Ob/7hAehcd92gvqSO9mj6UDuc//oMzcFx0ZUL6Vqvk2qDMuhs+bJay0pFncOHe848Pwf+iDjGUcxjwN5oRzygvHIik/DX5O/xpyOL+PKv8fNHY7elPLUW7WW67/RMbc9jxd4zkOIC/IC/xgAhr1P8M2tpcXiHQOAvACQF7SQF8gLxmD7l3/j/olrjD541jQENq1rhogIgiAqZvrUqYy2as0andsnJibi8NGjHK1Vy5Zo0rixwbHpQveuXTm/5+Tk4N79+yY5t7lYsXIV5/f69eph4AD2ub0uODk5YeiQwRzt5KlTgmMjCFPAu3+Mwfu9WdYeMvxjYFg9P0vc8468IA6q53Wgva2et72tCCA7OxvDR41GYWEhR3d0dMSq5cthZWVlpsgsE1WxitFycnJQVlYGoHy9+rKlS3Dk4AGMHT0anp6eAACJRAI/Pz9MmzIFF8+ewbdff8X0k5mZiRdfebV6/wEjUFFNJEPuGSzyfsHI+6JW1F7s40AYxsczZ+HIMbauzDdffYnmzZrxtCD0ITExEbO//wFzfvgBycnJOrUpKSnBpi1b8MfChbh+40b1BkgQBCGACdNGMdrG1dt0bp+cmIKTR85ytGYtG6Nhk3oGx6YLnbq15fyem5OHqHsPTXJuc7Fu5RbO72H16qDPgO6C+nJ0ckT/Idy6ImdPXhQaGlHN8H12sq2GzwxqkeeUllTDONjy5JgUi3gcyAvlkBcM4/qVCHz4xpeM3qhJPXz6zbumD8gAyAs0LxCGs2EV+xlgxNhBsLMz7Htdc6HmySu1tTV0XrCsa6KivF9DnjnzjYHY69yTF8gLBEEQhGXSbpw3o13cnK5z+5xkFSJP5XK0wKYO8G/gYHBsulC3ozPnd0VuKVKiFSY5t7m4sDGN87tPXTs06uUmqC+5oxWa9OO2jT6fW8HRhLnRlJQxmsxWalCf1jztS4rZ84gJjboaxkEuYbQSnvOIBfJCOeQF8oIW8gJ5QQt5gZ/CbDWOLErCvvnxSH+s1LndrYPZOPVPskXeH5aWaBitOq6JUhF7oaLYDBkHaznfGLBjLSbIC+QFLeQFgtAdmbkDIMRD986dEBIUiJi4+Cfajn37kZefD2cnpyrbr928BRoNdwKeNnG80eOsCF9v9uH3vcgoNKxnmqRrUxP98BGSUlI42rBBAwzqs2Pbtvhn3YYnv0c+eID0jAx4/f+Cy+qiJCO1WvsnqubW3XuY+PKr2PDvNqxevAhOTo7mDokwEO2G38Laspp2QTZB6IshXqyofRnIjzWVK9dvYOrrbzBzTmCtWli1aKHBfhIDhs3P/G1pjtaNZavX4NS5pxt+29vbYeHcH80Ykfkxth8t0YvV8j5lecNAXtCRvYcO44PP2YViLZo0wS/fzTZDRDUDfz9fLPl1vt7tenfrhqsnjqLXsBG4cz+S87d1W7bivf+9jmaNGxkrTIIgCMG0btgF/l7BSEqPfaIdv7IbBUV5cLR3rqRlOXvPbICmjPvcfWjXyUaPsyI8XHwY7VHifYQG1DdZDKYkNuUB0rO5Ba96tB5iUJ/Nw9tjx8mnhd1jkqORlZcOd2cvg/qtihvr8qu1/+cFerZVjsHjAMv/3EBeKIe8QF7QQl4gL2ghL5AXtJAXyAtayAvkBS3kBYIgCJauLZsj2M8XsclPc393nTyNvMJCODtUXahj/YFDTJ72lMGG5Q3rg6+HO6PdexyDBrVDTBaDKXkQl4Dk9AyONrR7F4P67NC0MVbt3vfk96jYeKRn58DLzdWgfqtCceFEtfb/vGD4fR6rWeLdjeH3eSyWNg7khXLIC+LgeffjzahozPjqO9x7HFPhMTbW1pBIANUzxUw1Gg0u3rqDi7fuYN6qdVjxzWdoWd9y1589714gylm0eRs++3MJlKqKN82zl8uhLC5mPlvkFRZi48Ej2HjwCKYOHoCf33sLTg721R0yIVJuP3yEqV98i82HjmLF15+RF4jnhr+37cQfGzYzev+O7fHhlImC+pz9v1f0buPr4YHNP83B538uxfw1Gzh/y87Lx9yV6zD33TcExUMQBCE2/Hw7wdExCAUFcU+0mNj9KC7Oh41N1fVNHjzcgrJn8qzDwkxX38Tejq1vkpMTBTdXy/18WRm5uY9QVMStbxISPNCgPn282yIqev1/zvEACmUG7OTVW9/kxRlpVR9EVAnf9/p6tefNj7BEDF37Tg9mag7kBZoXtJAXyAtayAvkBS3kBfKCFvICeUELeYEgCEKMhHdpBo8gX2TGPX0OemPPWSjyCmHnXHWu98WNh1H2TD5Gh8n9jB5nRTh7s7neyfdj4Vc/2GQxmJK0hwnITc7kaM0HdzKoz9D2jXB+7YEnv6dGxyM/IwdOnq4G9VsVi3KPVGv/zw3VsKbPIu+xaBxoDLTQOBhE0p3HWPHCd7iy9Rim/zUTcifLzaGrjhxjiyy4SpAX/h9DhqGm7NtAXiiHvEBe0EJe0I1Ty3fj6MKtjN6ob1v0fc90OXsEQRC60r1bN4QEByMm9mkt6O07dyEvLw/OzlXXgl6zfj2z/m761KlGj7MifH18Ge3uvXto2KCByWIwJdHRD5CUlMTRhg8balCfnTp0wD8rVz35PTIqCunp6fDyqt5a0BqV7pvHE0RVVM8+OpZ1v2roFmU1YQwA8oJYoNehHMM+R9eMMSB0Q6VSYeTYsXjw8CHzt7+XLEZYWF0zRGXZVHW9/LV4UZWfW6RSKT6fORNqtRqzv/ue87ejx4/jwsWLaN+uncGxmhrad4/epwj9WPLX3/j1998ZfWD//vjkww/NEFHNYsGfi/DJrFlQKit+RmBvbw+lUsnWf8rLw7oNG7Fuw0ZMnzYVv8+fDyenqtfbEwRBmIJO3dohKCQAcTEJT7R9Ow8jP68ATs6OVbbfvG4nM+9NmDbS6HFWhLcP+2w48t4D1GtYMz+bPIyOQUoSt6bGwGF9DOqzbceWWL/y6XfGD6IeIyM9C55ebA67MUkvjqrW/p8XDP3MwPdQyBI/M9BnJ/KCFvKCbsTFJGDyyNehVKo4upOzI5ZvXABbWxszRWY8yAs0LxC68zDqMS6fv8boE6aNMkM01Ue11Hi3wGvCsOfuPOJzNgbl7VmNvACL9AJBEAQhXsI6OsM90BZZ8U8/t0bsz4IivwR2TrIq21/+NwPPlLRGu3FsnenqwtnLmtFSohTwC7fc9cyVkfZIgdwU7p5RTfsb9ny5dhtnXNiY/vQcD5XIz1TDyYMdW2PyR2KHau3/ecHQRxL8G99Z3v2mweNQA2rRkRfKIS+QF7SQF8gLWp53L1zblYHNMx+hKKe0wmOs5VKUqjXQPHOIWqlBxIFsRBzIRqPebpjwcx04e1nu91rV8FWOJV4Shq1l4dGetzGoqP3zNg7khYrbW+I4EMSzVP1EkHhukEgkmDp+PL6dO++JplAosHn7Drw0dUqV7dds5G5ka2triwmjhCU9q9VqHDl5CucvX8btu/cQGf0AuXl5yC8sQGFhkc79ZOfkCDq/JXDq3DlGa964sUF9+nizD/sfx8XBy7N6N0QkjEvzJo1RkpHK0dRqNXJycxGfmIRrN29i+959OHz8BLNQYfeBgxgwdhwObt0MB4eqi8oT5sdaxv/ljkKhhKOjsNdQoWAX99na2Arqi3i+sJaxt5ZKHj/pA/nx+SHqwUMMmTARBYWFHN3VxQW7NqyFp4eHmSITDt8czedpXamora2N5T7ENRVJySn49JvZHO2LDz9E7eCauRENH9bW1lCpuAtcFEqF4P742traint+trZm36cUlRQ10AW+9mK/JskLwjh78RImvPQySku5364FBQRgx/o1kMvlZors+cbTwwO7NqxD6x69Oc+AysrKMOfn+diycoX5giMIgvh/JBIJhnaZhCXbnhatUxYrcPDCvxjVc0aV7XefXs/53cbaFgM7jREUi7pEjYu3j+Nm9EVEx99BTFIUChR5KFQUQKEqrLqD/yevMFvQ+S2Bq/fOMFq94KYG9enh6sNoiemxcHeu3iLfhP7IrNjP8api4ffK5e3ZzwzWMnHfL/OPg2GfnVRqdhytrcU7DuSFcsgL5AUt5AXyghbyAnlBC3mBvKCFvEBe0EJeIAiC0A2JRIIpg/pjzrKVTzSFSoWth4/jheGDq2y/bu9Bzu+2NtYY17e3oFjUJSU4dukqLty6jdsPHyEqNg55BYXILypCoR65LTl5BYLObwmcvn6D0ZoauEmQjwdbJCQmKRlebq4G9UsYH2uZFaMpn8m10BeFqpjRbK2rt8CLofCNg8LAcVBa2DiQF8ohL4gDWTW8Dnx+tLGQ1+HU1esY8cFMFD2Tw+dgJ8fUwQMxpGsntGxQDy6O5ZuAFBQV4WbUAxw8fxHLt+9GVl7ekzaRsXHo8fKb2PjjtxjQSfzFsfi88DzOTQSXd+f9hqX/7mD08OBAvDJyOLq3boGwoEDYWFtDo9EgNSsbFyJuY/2BQ9h7+hyn4O/qPftxIzIK+xb+Ag8XFxP+F0R10Cw8DIoLJziauqQEOfkFSEhNw/X7Udh54hSOXLrCrDPcc/oshrz7Efb+8TMc7OxMGDVBmJ7tx07ivfnsppTNwuti1ewvDN+MQgCz//cKHiYkYsfxUxz9r2078NG0SfQ8gSCIGoFEIkFY3XG4fuNpfZPSUgUePd6B+vWqrm8S/WAT53crK1uE1hG2+YtGo0Zi0imkpV1GVvZd5OY+QHFxHtTqApSU6F7fRKXKEXR+SyAlla1v4u5uWH0TOzu2vklBfhzs5FTfRGxIpezazJJSw/ICSkrY9lZSca/N5BuHUp7/Qx9KecbRykrc40CQFwCaF7SQF8gLWsgL5AUt5AXyghbyAnlBC3mBIAjCcpBIJGg/qS/2/rD6iaZWqHB12wl0nj6oyvYXNhzm/C6ztUab0T0FxVKqLsH9E9fw6OIdJN59jNSoeCjyCqEqKIKqUPf3kaKcfEHntwSiz0QwWkCTUIP6dPZhc70zY1Pg5OlqUL+E8bGyZnPo1ArDcuiKlWx7ma24c+h4x4Hn/9AHvnEU8ziQF8ohL1ROYNO6WJR7hKOVqktQlFuA7IR0xN2Iwo3dZ3Dv2FWUPZNDF7HvPBaM/BRv7/gJtg7iz6Gz4qm3Wqxgc4T1ga+9zMYyvfA8QV7gHwOg/P+QOwq7nouVPGMg8rmRvEBe0EJeIC8YwvWdp7D5owWMHtAkFC8s/8wsedYEQRBVIZFIMG3qFHwze84TTaFQYNOWLXj5xRerbL96zVrO77a2tpg4fpygWNRqNY4cPYZzF87j9u07uB8ZWb4HY34+Cp/Zl6cysrNrbi3ok6dPMVrzZs0M6tPXx5fRHsfEwMuLakET4sSaZ023IXtblbe3rD1kqmcMePYSEvEYAOQFsWAyP4p8D0b+va0M2HfvOdnbigBKS0sxaeo0nDx1mvnbN199iXFjhO2z8rzDNzdpGTRgAKZPnapzX1/MmoVdu/fgZgQ39+K3PxZg47p2gmOsbioaA4VCAcf/ry+kLxZ5v2DkfVErai/2cSCE8e/27Xjr3XcZvXmzZli/ZjU97zWQN95+B4uXLmX0euHheP3VV9GzR3eEh4XBxsamvP5TairOXbiAtevWY9eePZz6TytXrcb16zdw5MB+eFjgHs4EQdQ8JBIJxk8Zgbmzn35vqFAosWPLXkx5sern55vWbOf8bmtrg1HjhwiKRa1W4+TRc7h8/jru3Y5EdOQj5OUVoCC/EEWFutcGyc3JFXR+S+Dc6UuM1rhZA4P69PZha4DExcTD04vNvybMC99nJ6WBnxn42tvYinstm6xaxoHNrbUV8TiQF8ohLwgjPS0TYwa+gLSUdI5uY2ONfzYtQGhYiHkCMwDyAs0LhGGsX/Uvo9VrUBet2hqW32FOrHnySpUGfBcG8M8LYr4mZBXk1ioUSjg6Ogjqk3cMbMQ7BgB5ASAvEARBEJaJRCJBu7Fe2D8/4YmmVmpwfVcmOk7yqbL9pS3cz7wyWwlaDxdWC7lUrUHk6Vw8vpKPpPtFSH2ggDK/FMqCUhQXaaru4P9R5JYIOr8l8OBCHqPVamRvUJ/OXuzn3Kw4JZw8at7aLktHKmNzEdRK3a8NPvjay2ylBvVZ3UitTTQONuLN/SAvlENeIC9oIS+QF7SQF7gcXZyInXPiGN3Vzwadp/mifjcX+IXbw1ouRVlZGQqzSxB7rQDXd2fi6s4MlKqf5uHdOZKN+QNv4a2tjeAZLDflvyEIKxnrVUO9UGxhXrDiuR6A8nGwdWBrbOkC/xiIe14gL5AXtJAXCEJ3+L/tIp5bpo4fi9nzfuYs0li1cRNemlr5hogXrlzB/ehojja0fz+4ubrqdf6c3FzM+fkXrNm0GZlZWXq15e+PfcBaU7gXFc1oE156BRNeesWo58nMqrkFW54nrK2t4eXpCS9PT7Rs1hQvTZ2Cu5GReOXd93Hh8hXOsRcuX8EnX3+LhfN+MlO0hD7Y2fF/aFeqDEhc4Un+sZOL/+EAYX74fKJUGZhMxuNHOfmxxhGfmIj+o8ciPSOTo9vb22Hn+rVo0rChmSIzDL45+tlCNPrAV3gGAOzk4i/8bm7e/PgT5OY9/WzQtFFDvPe/18wYkemxk8sZ/ykN2IiBr4iS2O8XeN+nDEx65h2HCu7PxAJ5QX9u3r6DYRMno6iIOw97e3li/5ZNqOXnZ6bICAAIDgzEx2+/hZnfzuboh44fh0qlogJABEGIgiFdJ2Lp9h84z913nVqHUT1nVNouIvoSHidFcbTuLQfB2cFNr/PnFebg7+0/Yffp9cgpMPy5e35RzS028jgxktE+WTANnyyYZtTz5OYb/joQxsfWhv18rVIbtoGdspj9LC+3Eff9si1PfCq1YZ+dVMU8z/isxfs8g7xQDnmBvKCFvEBe0EJeIC9oIS+QF7SQF8gLWsgLBEEQujN5YD98t3wV53nxmr0H8MLwwZW2u3j7DiJjuYsGB3fpDDdnJ73On5Ofjx9WrMG6fQeQaYQc65yCAoP7ECv3Y9hFmlM+/wZTPv/GqOfJqsG57paMHc/3zMpiwzYwV/DkjclF/n02X3zVMQ584y0WyAvlkBfEAd/4qAx8HZQW+jrEJCVj9EefoeiZ3LUuLZph5bdfwN+LLYTmaG+PTs2bolPzpnh/8ni8Omcudp18ujlgsVqNCTO/xKnli9E0rG61/w+GUB1zE58XxD43EU/5dd1GLP13B0eTSqX44qXp+Hj6ZEilUuZvfp4eGNGzG0b07IZzN29h6hffIjHtaWHBiOiHGPPRZzi8+HdYWQkrTkCIF2uZDF5urvByc0WL+uF4Yfhg3Hscg9e/n4eLt+5wjr146w5mLViC3z9+z0zREkT1c/TiFUz/ag5KS7nFROoGBmDXb/Pg7CBsjaahSCQSzH33Tew/ex6qYvUTXVWsxpELlzBhQF+zxEUQBGFswuqOw/UbPwN4+tw8+sFG1K9XeX2TtLQryM3l1tsICuwPW1tXvc6vUuXixs35iH6wGSqV4fm9xcU1N886JyeK0Y6feBnHT7xs1PMoVVTfRIxYydi8gNJSw/ICSkvZ/AgZz3nEhMzK+ONQUsK2t+I5DyEuyAs0L2ghL5AXtJAXyAtayAvkBS3kBfKCFvICQRCEZdF+Ql/s+3ENJ9f7wvpD6Dx9UKXtHl++i9Qobu5x04EdYe+mX653UU4B9s9biwvrD6Ewy/AcY0Vuzc31Tolic72Xz5iD5TPmGPU8xngdCONjLWdz20pUhuXQqRVse2u5uDcQt7Zjx0GtNGwcinnai3kcyAvlkBf0x8paBidPVzh5uiKoeRg6Tx+E5PuxWPvWfDy+dJdz7ONLd7Hti78w4Zd3zBSt7tjYsa+RwdcET51SPs8R4oK8ANhUMGeVqIoBR2Hr1dUKnjHgeS8SE+QF8oIW8gJ5QSj3jl3FPy/9AM0zedbeobXw1vYfYedsnjxrgiAIXZg2eTK+nfMddw/GNWvw8osvVtruwsWLuB/JrU08bMgQuLnpVws6JycHs7//AavXrkVmZmbVDarsr+bmKN+7z9aCHj9pMsZPmmzU82RmUi1oQrzY2bH3pAbvo6Ngcyz4ziMWaAzKoXEQB3z7wD2Pr4OdnR3P3lbCx8ESx4DQn7KyMrzyv/9h244dzN/efvNNfDFrlumDqiHY29lX+LePPnhfr75kMhneffstzHiJuy7w6PHjKCsrg0QiERRjdVPRnKFUKuHo6CioT749QcU+N5nsfoH2Ra1xHD5yBJOmTkNpaSlHD6tbFwf27Iazs7OZIqsZ/PzLr1i8dClHk0ql+PrLLzDrk0/46z/5+WHUiBEYNWIEzp47hwlTpiAhIfHJMTcjIjB89GicOHKE6j8RBCEKxk0ZgXlzFnKeu29YvR1TXhxXabsrF28gOvIRR+s/pBdc3Vz0On9uTh7mf/8nNq3ZjqzMHL3a8veXb3AfYiX6/kNGe3nSu3h50rtGPY8xXgfC+Mh58haUBuaUKnnyI+Qi37PcjmccVAaPA8/eKSIeB/JCOeQF/cnLzcfYQS/g0YMYjm5lZYXFq+ajW69O5gnMQMgLNC8QwiktLcXmdTsYfcK0UaYPxojI7VivKnlyY/WBb16w4zmPWKgoNpVSBUdHYfmhCr65UcRjAJAXAPICQRAEYbm0HeOFA78k4D+PrXFxczo6TvKptN3jq/lIfcD9nrxJX3fYu8r0On9RbgkO/paAS1vSUZhdoldbPhR5hvchVlKj2byEla9HY+Xr0TxHC8cYrwNhfGzkUkZTqzQ8R+qOWsm2t+Y5j5jgH4cyniN1x9LGgbxQDnmBvKCFvEBe0EJeeMr1PZnYOYetLdd1hi+GfREMa1vu/yCRSODobo1Gvd3QqLcber3hj5WvRSE58un9Z3ZSMRZPvIePDzWFrYO48/D4XqPn7ZqoKDa1SiP49bO0MQDICwB5QQt5gSB0h1xMcAgJCkL3ztwkp/OXLiPqAZtg+19Wb9jEaNMmTtDr3PsOH0GDdh3w2+IlyMwyToGLIp6FXzWFrGzTbFSYk5NjkvMQpqdhvXo4tnM7BvTuzfxtyT8rcef+fTNEReiLs5MT7+I5Q+Y/vrZubq6C+yOeH/iKjBn6XszX3p38WKNITUtDv5FjEJeQwNFtbW2xddVKdGrX1kyRGY6bqyujGXt+tra2hpOTsGIRzwtbd+7Crv0HnvwulUqxaP48yGT6JbpYOnxzp0F+LOKZn3k8Lybcq+N9yiLHwZXRnjcv6ENk9AMMGDMWObncYqauLi7Yv2Uz6oXVNVNkxH95bcZ0WFtbc7TCwiKcuXjRTBERBEFwqeUVjDYNu3K0m9EXEZtceSLwrlPrGG1YN/2KTZ++cRDDPmyBNfsXIqfAOM/dlaqa+9zdWGNUFXmFOSY5D6EfLo7sZwZVsYJTKEhflMXs9eLsoF+hflPjwhOfIdd9WVkZVGp2saQzz3iLBfJCOeQF8oIW8gJ5QQt5gbyghbxAXtBCXiAvaCEvEARB6E6wvx+6tWrB0S7cuo3ouPhK263de4DRpg7ur9e5D5y7gKZjp+CPDZuRmZunV9uKUBi4wYeYyXrmO+LqIju/5hb4tmTceDYdUaiKDbrP47te3J2dBPdnCtz5xsGAAoNlZWVQFrMFXN1EPA7khXLIC+KA73UoMrDoZxGPHy3hdXjzx/nILyriaO2aNMKu3+bC38uzyvauTk7Y8MM3GNKtM0dXFavx8rc/GHSNmwK+uak6vCD2uYkoJyYpGd8sXc7oc995A5++MJXZ7IuPjs2a4MDCX+HhwvXW+Yjb+HPzNqPFSoibBrVDcGjRb+jfsT3zt7+27cTdR4/NEBVBVD9nb0Rg7Cefo1it5uiBvj7Yu2A+vN3N+1w60McbQ7t1YfTDFy+bIRqCIIjqwckpCH5+3M9naWmXkZtbeX2T6AcbGS08TL/6JvHxR7B1WwfcvrMEKpVxcohLSmpunrVKZZr6JsWqHJOch9APWxv2vqi0VGnQcxS+68XGVtx5AbY88ZWUGpYfUVrKPpfhOw8hLsgLNC9oIS+QF7SQF8gLWsgL5AUt5AXyghbyAkEQhGXhEeyL8C7NOdqji3eQ+iCBv8H/c37dIUbrMLmfXue+fegivm41HUcXbkVhlnFyvYsVhuUUiRljjVFVFOVQrrcYsXdjc9uKFYbl9xbzbCDuwHMeMWHvysanNuC6LysrQ4mSze91cGNzFsUCeaEc8oJx8KsfjPf2zkejvmwN5NPLdyPpXozpg9ITe57XiM/T+sB3PyH2a4IgLwCA3NkBUis2j7q4SPg4WNoYAOQFgLyghbxAXhDCg/O3sHTSVygp5uZZuwd64+2dc+HkRc+lCYIQNyEhIejRrRtHO3f+AqKiKq8FvXL1GkabPnWqXufet/8A6jVugl9//x2ZmZl6ta2IIkVR1QdZKFlZxhmjqsjOMU0uNEEIwY1nDZsh131ZWRmUfGvHefbrEQt8sSkUhtXz4xtDvrEWE+QFceBu5NehovZ85xETvHt8FQkfB7625MWax3sffoR/Vq5i9BnTp+HXn+eZIaKaQ0Vzho+PD7p2YdeiV8WoESOYeiSZmZm4feeOoPhMgbOzM/+ezc/Z3ETvU4QQzpw9ixFjxqL4mbpvQUGBOLx/H7y9vc0UWc3g8ePH+OLrrxn9l3nz8PnMmTrVf+rUsSOOHjgIDw8Pjn723Hn8sfBPY4VKEARhEEEhAejcvR1Hu3z+Gh5GVV6bbONqto7dhGmj9Dr34f0n0L5RXyz+7R9kZebo1bYiFDx7MNcUjDVGVZGbbZp8bkI/3NxdGU2pMGxNH9/14ubuIrg/U+DKMw6GXPflz1rZPBExjwN5oRzygn4UFhZh/NCXcfvmPY4ukUjw69LvMHSUfvtiiAnyAs0LhHBOHDmLlKQ0jiaTyTBm0jAzRWQc3NxYryoMyCkFAAVPbq6riK8JJ2dH3ufuhowD3xiIfV4gL5AXCIIgCMvFI1COsI7cNVOPr+Qj7WHln/cubU5ntHbjvPQ6952j2ZjT5TqO/5WMwuwSvdpWRLFCY5R+xIixxqgqinJNcx5CP+xdZYymVmoMrAnBXi985xETfPEVK0oF91dWVoYSlWWNA3mhHPICeUELeYG8oIW8UI4ivwSbP33E6N1f9sPoObVhbVt1Hp5fuD3e3NIIHsG2HD09Rok9P8UZLdbqgt8Lhn1OUPO0d3ATrxfkTlaQso8qDRoH3jEQ+fVAXiAvaCEvEITuVH2nQDx3TJ/AbmS4aiO74aEWpVKJzTt2cjR/X1/06d6tghYsu/btx6ip05GeUXUBDalUCjs7O7g4O3N+nBwdmWMN+ZAkdjKzjLNpZFU8u1ExUbOwsbHB2r8Ww9vLk/nbkhUrTR8QoTcSiQQePAtak1JSBPfJ19bT3V1wf8Tzg6cH65Pk1DSeI3WH348ePEcSlkhWdjb6jx6LqIfczbdlMhnW/70EfXt0N0tcxoJv7jRsfk5lNA+RF3cwN9k5OXhn5iyO9tqM6WjfurWZIjIfHjx+TDbAj3xtPXjeB8QE/xiw15U+8I+DuN+nyAu6ExMXh36jxiAtPYOjOzo4YM+m9WjWuJGZIiOexcnJkXduv3PvvhmiIQiC4GdY18mMtvPUugqPVxUrcfACt9iIl5sf2jfpqfM5j1/Zg/d+mYDsvIwqj5VKpJDb2MHR3oXz4yBnN40oQ8197p5bYJrn7uoSdlMzwvy4OrH38poyDTJzhT/fSs9OZjQ3nvOICb5x4Ps/dCU9J4X3+zpXR/F+biAvlENeIC9oIS+QF7SQF8gLWsgL5AUt5AXyghbyAkEQhH5MHcQWpFyz90CFxytVKmw9cpyj+Xl5oldb3XMfdp86g7Eff4707Jwqj5VKpbCztYWLowPnx8nenjm2JudpZ+Wapmi0mvK0RYmnC1vsTaPRINWA/P1knnUSHq7iLirnwTMOyRlVf+9UEckZmbzzhocLu2G8WCAvlENeEAfGfh3K27N+9BS5H29ERuPopSscTWZlhWVfzITc1raCVixSqRSLZ30EZwcHjh4R/RAHzl0wSqzVBd/clGLgpt+WODcR5SzYuBWqYu49ZecWzfDGOP02s6kbFIDZ/3uF0X9bvwnqEipM97xgY22Nld9+Dm+eNQp//buTpwVBWDbX7kdi1IczUfTMhuW+Hu7Yv2A+gnx9zBQZl97t2jDa3UeVb3RGEARhaYSHjWe06AcV1zcpKVHi0WPu/Ym9vS/8/XWvbxIbux9Hjk2DUln1Z2uJRAorKzvY2Dhzfqyt2fomqMF51kpVtknOU6qh5+ZiRC5nv68vK9NAoRCeH1FUxK7tlNuKOy/Alie+oiLhazOLFKngmzdsbWntuNghL9C8oIW8QF7QQl4gL2ghL5AXtJAXyAtayAsEQRCWR/vJ/RjtwrqDFR6vVhbj6rYTHM3FzwMNerTS+Zw3957F0olfoSAjp8pjJVIprO1sYefiwPmROz1fud4FWabJ9S4pprwZMeLowea2lWk0yEsT/l1GbjKbQ+fAcx4xwTcOOTz/h67kpvDn9zq4ize/l7xQDnnBeMhsrPHCsllw8nJl/nZq2S7TB6QnjjyvEZ+ndaWsrAx5qezaCT7PEeKCvFC+bwPfvJWbYsD8yDOGYh4DgLwAkBe0kBfIC/oSdz0Ki8d9juIibp61s4873t45D+6B4sizJgiCqIrp06Yy2so1qys8XqlUYvPWrRzN398ffXr30vmcO3ftxogxY5Cenl7lsU/2YHRx4fw4OfHUgq7Bz3szM020B2Mx1YImxIunB7t3ZFKS8BpuycnJ/PUcRLyPjqcnOwYajQapqcL3E+IbQ08RjwFAXhALxn4dKmrPdx4xwXddJiULHwe+tnznICyXz7/6Cn8sXMjo48aMwd+LF0MikZghqpqDl6cXr96uDbsOXRccHR3RqGFDRo+MihLUnymQSCS872HGn5vE/T7J9/6RbMD7VFlZGVJ49nAU+/sUoTtXr13DkBEjUVRUxNF9fX1xZP8BBAUFmSmymsNvCxZCpVJxtK5dOuPtN9/Qq5+wsLr4Yc5sRp//229Us5QgCNEwYSpb227D6m08R5ajVKqwY8s+jubr743uvTvpfM79u45g2ug3kJFe9bPk8ufucji7OHF+HJ0cmGNr8nP37Mwck5ynmN6fRIm7J7vGTKPRIC1VeO3alGR2PaC7h7jXsnnwxMf3f+hKanIa77zhJuJxIC+UQ17QHZWqGFNHvY7L568xf/v+188xYepIM0RlPMgLNC8Qwtmw6l9G69WvK7x9LPsZIt81Yci8UFZWhrQUNl+Ib/4RCxKJBO4eroxuyDikJLHPm8U+L5AXyAsEQRCEZdNunDejXdxccR63WqnBtd3cz0Euvtao39VV53NGHMzCshcjUZBZdS0KiRSwlkth52zF+bF1tGKOrcGPrVGYbZq6HaXFNXgQLRgHdxmjlWmA/HTh3zPkpbJrA/jOIyYc3K0ZLS/FkDFQ884bDm7secQCeaEc8gJ5QQt5gbyghbxQzoUNacx9o2eILYZ9HqxXP04e1hj/Yx1GP7cuDQVZ4s5z4PNqLo+ndaWsrAx56TzXhIi9IJFIeOPLTRE+DnxjKP55gbxAXiiHvEAQuiPuq5kwCyMGD8RbnzghLz//ibZu81bMnjUTUqmUOX7nvv3Iyc3laJPHjYGVFfswl4+09HS88NY7zOIPiUSCHl06o0/37mjdojmCAgLg7+sDOzs73n5i4uJQt6WwBYOWCF8ysoODPWRWxr2sbazpza6m4+LsjLdeeRlffPcDRz968pSZIiL0JSggAGnp3C/x4hMS0b51a0H9JSQmMVpwUKCgvojni6BatRhNqVQiLT0d3l78i/2rgvxYc8nLz8fAMeNx6+49ji6VSvHPwj8wbOBAM0VmPIICWa/GJyQK7i8hkW1L10Pl/LVqNVLTnibC+Pv6Ys7ns8wYkfkIDgzE5WvXOVqcAX6MT2Ln5xAez4uJ4MAARotPEj4GAJDAU3RF/ONAXtCFxORk9B05GgnP/H9yuRzb164WfK9NVB/hoXVw+vx5jpaWIXzRF0EQhLHp2WYoHFd+gALF000D957ZiDfHfMn73P341T3IL8rhaEM6T4CVVLfn7lm56fhy6esoKWWfu7dt2A3tm/RE4zqt4OsZAC83P8ht+J+7J6bHYtC7jXU6Z01AXcI+d7ezdYCVkZ+7W8tsjNofYRzkNnZwc/ZEdh73HiI5Mx6ersI2FknNZO+1/b30S+gyNX6ebFG95MwEwf2l8rT1dPWBrY1ccJ/VDXmhHPICeUELeYG8oIW8QF7QQl4gL2ghL5AXtJAXCIIg9GNYj65w/vl35BUWPtHW7z+Er199kfd58a5TZ5CTX8DRJg3oq3uedlY2Xpn9I9Ql3MWHEokE3Vu1QK92bdC6YX0E+njDz9MTdnJb3n5ik5JRf+QEnc5ZEyguYYt8ONjJIdNx3HXFmvK0RYmd3BZebq5Iz87h6PEpafAVuGldQipbkC7Yz1dQX6YiyJe9p41PEV5Yj28MfD3cIbfln3fEAHmhHPKCOAjyY1+HhNSqN3yujMQ0tr3Y/bjj+ElG69+xPeoGsfmBVeHh4oJJA/th8RbuRiHbj53EgE4dBMdY3QT6skXjlKpipGVlw9tdWMFSS5ybiHJ2nmDXfr05brSgvqYM6o/P/lyK7Lyna0qT0zNwIeI2urRsLjREwsJwcXTEG+NG4aslyzj6sctXzRQRQVQPtx88wtB3PkJuQSFH93Bxxt4F8xHKs/bAXNTliSXtmc8oBEEQlk5I8CCcs/4UavXTe9EHD7agVcuZkEjY5+axcftRXMytb1I3dCykOuZZKxTpOHXmbWg0z+YNS+Dv1xm1anWHp2cLODrUgr29L2Qy/jzr/Pw4bN76/Kwv0pSyhbdkMntIpcbNs7aS0nNzMSKT2UEu94RSyc2PKCxMhL29sPyIwkI2P8LJUdzrEh0d2XuzggLhazP5xsDOzhsyGeVHiB3yAs0LWsgL5AUt5AXyghbyAnlBC3mBvKCFvEAQBGF5tBjSGZuc7aHMK3qiXdx0BEO+mMGb631zz1kocrm53u3G94FUx5zj/PRsrH59HkrVbK53eNfmaNCzNYJb1oN7gDdc/DxgY8efZ5cZm4Ivmk7W6Zw1gdJitjaIrYMcUplxc71lNlS6X4zY2NnC0dMVBRk5HD07IQ0uPu6C+sxO5NlEPUjcOXTugWwuYXaC8PxevjFw9nGHtVy8NXLIC+WQF4yLnYsjerw2Ertmr+Do909cM1NEuuMexH7ezjLAC/npOShRsfXL3AOFfa4nTAd5oRz3QB/kp+dwtKz4NNRu01BQf9mJ7BjyjbWYIC+UQ14gL2ghL+hG4p1HWDDyUyhyuXnWDu7OeHvnXHiHsnuREARBiJWRw4fjzXfeRV7e01rQa9evx5xvvuF93rtj1y7k5ORwtCmTJupe2yMtDTNefpl3D8ae3bujT+/eaNO6FYICA+Hv71/xHowxMahTr75O56wJFBfzbA7s4ACZzMh7MNo8H882CMskOIit4RYfHy+4v/gEtoabr68v5HLx5hbY2dnBy8sL6enc55Nx8fHw9RX2jDaBZxxCgsVdz4+8IA6Cg3leB56x1Ae+PecswY+XLl/maHFxxvVjCM9YE5bJD3Pn4vsff2L0wQMHYvU/K3jvvwn9qGjOCAgQviY+MCAAt27f5miZmZmC+zMFwUFBSEvjPpeLi49H+3btBPUXH8/OTcEWMD8/S5wB9wtpaWlQqVQcTSKR8L4fEpbHrdu30X/wEOTmctdke3h44PD+fahbN9RMkdUstu/cwWjvvPWWoL6mT52KT2Z9huzs7CdaUlISzp0/j25duwoNkSAIwmgMGtEXTu98g/y8p7nTW9bvxKxv3+O979+/8zByc/I42thJw3V+7p6elom3XvqU97l7lx7t0b13Z7Ro3QS1Av3h6+8NOzv+Zx5xMQloFd5Tp3PWBIrVbJ61vYM9ZEbOs7ahmtqixM5ODk8vd2SkZ3H0xPgk+Ph6CeozMYHdtz0oRDw12vgICPZntIR4du91XUlMSGE0b18vyCuo5S8GyAvlkBd0Q61WY8a4N3Hq2Hnmb5/P+QAv/W+KGaIyLuQFmhcIYeRk5+LA7qOMPmHaSDNEY1wCgth5ITFO+LyQnpYJlYqbAyORSBAQLO6cy4Agf6Sncb8bSIhLQut2zQX1l8QzPwZawBg8C3mhnOfNCwRBEIRl0mygO7Z8ZgVlfukT7fK/6Rj0SSCkUglzfMTBLChySzlam9FekFqxx/KRn6HGuvceoFRdxtElEiCskwvqd3NBUDNHuNWyhYuPNWzs+J/LZsYr8U376zqdsyZQqtYwmo29FFYy3cZdV6xsjNsfYRxs7Kzg6CFDQSa3rk52ogrO3sJy/LOT2DUIHgHizo11r8U+N8pOUvEcqRt8bZ29rWEtF2+uHnmhHPICeUELeYG8oIW8UM7NfVmM1mWar6B7xnpdXeHfwB5J957WEVQrNbhzJBvtxrJ1msSCewCPFxJZT+tKfoYaJSr2swvfecSEW4AN8jO4uS/ZiSrUbuUkqD++ecE9UNxjQF4oh7xAXiAIfaCqsQSDvb09xgwbiuVr1z3REpKScOTkKfTt0Z05ftXGTYw2bfx4nc835+dfkPPM4p2G9eph3d9L0KSh7sWtCouKqj6oBuHu6spoG5b9jYF9eps+GAPxqBNm1vMvnPsjJoweZdYYzM3APn3wxXc/cLSohw9RXFxMBWcsgNCQEFy5foOjxSUI39CFr21oSIjg/ojnBwcHB/h6eyPl2cXsCYnw9hKWbBufRH6siRQWFmLIhEm4cuMGR5dIJFg8f16NeV/m82qcAQV4aH7WH6WS+9A/KSUF7rXrGtzv6o2bsPqZz0Euzs7IfBRtcN/VRZ0QthBIPE9BJ12J5/FjndohgvszBbWDgiCVSqHRPE3EKSpSICMzE54eHnr3l56RAYVCwdGsrKwQHCjuRSHkhapJS09H3xGj8SgmlqPb2Nhgy8oV6NGls5kiIyrD05O9jjMz2S9RCYIgzIWdrT36tBuB7SdWPdFSsxJx4fZxdGzaizl+16l1jDa06ySdz7d0+4/IL8rhaHVq1cdPb65EWFAjnftRqJ6v5+4ujm6MNvftVejSvJ8ZojGMzi+b97501vRfMLDTWLPGIIRA79rIzuNuIJ6SkYAmoa0F9ZecyRY4DPCpLagvUxHIE18Kz/+hK8mZ7LOQAG9xjwFAXgDIC1rIC+QFLeQF8oIW8gJ5QQt5gbyghbxAXiAIgtAXe7kco3p1xz+79j7REtPScezyVfRu14Y5fu3eA4w2ZVB/nc/3/YpVyMkv4GgNaodg9ewv0bhuHZ37KVQqdT62JuDmzC7AWvvd1+jfsb0ZojEM396DzHr+3z56D+P7WV5+e+1a/kjPzuFo8ampaNOogaD+4lPZzbvr1GIL+ImJOgFsfPGpqYL74xuD2iIfA4C8AJAXxEKInx+b/6ZUIiMnB54864uqIj07B4pnNtuyspIiyNfH0FCrlct37jFajzatBPfXs00rLN6yjaNdvH1HcH+mwMHODr4e7kh5JjcqPjUV3u7sd966kJBmeXMTUf45IjGNu3GxRCJBjzYtBfUnk8nQpUVz7Dp5mqNfuH0HXVo2FxomYYH079QeXy1ZxtGi4+JRrFbTBjtEjSA6Lh6D3/4AmbnczcBcHB2w6/d5aFhHXM+jvdxcGS0zJ5c9kCAIwoKRyexRu/YwREWtfaIVFiUhMekkAmr1YI6PfrCR0cLCdK9vcv3GfBQXc+dSV9d66NFtKdzdda9vUlLyfOVZ29qynzl7dl+GwEDLe/67Zp3ha0wNoWP7nxAaannrqJ2cgqFUcvMjCgoT4eUl7HNoQSG7LtHJOURQX6bCmSc+vv9DVwoL2LbOTuw5CPFBXiiH5gXyghbyAnlBC3mBvKCFvEBe0EJeIC8QBEFYIjb2crQa3g1nV+9/ouUkpuP+8Wto2ItdK3Rh/UFG6zBJ9/oU+35aC0UuN9fbr34wXljxGWo10j3XW1X0fOV6O7g5M9qLK79A477tzBCNYXwQNMys5x8//220GcPWvRE7XrX9UJCRw9Gy4tMQ0qq+oP6yE9gcOq/afoL6MhVetdkcvyye/0NXsuMtbwwA8gJAXqgOGvdrh12zV3C0tAcJKClWQ2Yj3hw6Pi/weVpXsuLZNQMufh6wltN+BWKHvFCOV21/xF6L5GiGzI98bfnGWkyQF8ohL5AXtJAXqib1QQIWDP8EhVncPGs7Fwe8te1H+DcIMU9gBEEQArG3t8eY0aOwfMU/T7SEhEQcOXoUffv0YY5ftXoNo02fMlXn83373ffIycnhaA0bNMCGtWvQpHFjnft57vZg5FkXu2ndOgwcoHtdFbHg5m3eNdp//vE7JuqxbyghHkLrsN8JxcULr+HG1zZUZGvm+AitUwfp6dx103Hx8Wjbhq3HpAv846D792/mgLwgDmqHhPDsbVWEjIwMeHp66t1feno6/95WwUEGx1qd1OHxikF+jGPb1hH5NUnoxu8LFuKzL75k9N49e2LLxg2wpvoERiEkJBhWVlYoLS3l6C4ubP6Erri6ujBaVna24P5MQWid2rh85QpH45tfdCWe7hd42/r7+0MulwvukxAHUVHR6DtwEDIzMzm6i4sLDuzZjUYNdV9PTVRMYmIiEp7Zw1MikaBXD3Z9vC7IZDJ079oV23fu5OjnL15Et65dBcdJEARhLOzt7TBs9ACsXbHliZaUkIKTR8+hRx92f98Na7Yz2oSpI3U+38/fLURuDve7y3oN6uKvtb+iYZN6OvdTVKio+qAahJsbe6+/bP1v6DOgu+mDMZBQL+F1Ro3B3D++xqgJQ8wagxBC6gQhI51bqzQhLhkt2zQT1F9iXDLPOQIF9WUqQuqwz974/g9dSYhL4jmHuMcAIC8A5AVdKC0txatTPsDhfSeYv70/83945+NXTR9UNUBeKIfmBUJf/t24GypVMUfz9HJH30HCnn2Iido880JCvPB5ITGenRd8/b0hl9sK7tMUhNQJwvUrtzhaogHjkMAzDiGh4v5elLxQDnmBIAiCsFRs7KzQYogHzq9/usYnJ7kYkadz0aCbK3P8xc3sWqB2Y7x1Pt+BX+OhyOXmbviG22H6ojD4N3DQuZ/iIk3VB9Ug7F1ljDZjSTga9RK2v5I5+aTBJbOef8z3tdF6hJdZYxCCZ7AcBZnc2jpZicUIbiGsv+xEFaN5Bov7ntszhM3F4fs/dCU7sZjRPIPFn+9DXiAvaCEvkBe0kBfICwCg0ZQh9mYBo9frwuY/6Ep4Zxck3eOu04y5WoB2Y3W//zc1fK+Tsb3g7GMDa7lUcJ+mwDNYjrgbhRwtO4n9X3SFf14Q9zVBXiiHvEBeIAh9IBcTvEybOIHRVm9gNz5MTE7GkRMnOVqHtm1QL0y3De40Gg3+3b2bo7m5umLflo1ooufinazsHL2OFxN5+fl6t/H0cGe0bAsdg9y8PLP+FKvV5h4CsxMcGMCrW/J19TzRtHEjRrseESG4P762TRux5yAIPozpx8joBygs5D6kcnRwQJ2QYEH9EeJAqVRi+OSpOHvhIvO3+XO+xYtTJpshquqhaWP2fvbGrduC+6P5mTCEZjxeuWbA/QJfW75ziAk7OzuE8RQcuRZxi+foquFrV69uXdEXGyEvVE5mVhb6jRqDyAcPOLqVlRXWLl2MAb0tb2Oi54Vni9QB5dc9QRCEmBjWjf28s+vUOkZLzUrChVvHOFqzsHYI8Q/X6TwajQZHLu3gaM4Oblj8yQ6EBen3Pp1XkFX1QSKloCiv6oOewdXJg9HyCsRdWLAiCopyzfqjLhGeoGBOwoOaMNq9mBuC+lIoCxGX8oDRw4N0L7RvDvjGIDY5GgqVsKL/9x/f0OkcYoO8QF7QQl4gL2ghL5AXtJAXyAtayAvkBS3kBfICQRCEEKYMHsBoa/YeYLTEtHQcvXSVo7Vv0hj/x955h0VxfX38u8vC0juidEEQEUVU7L333nuLxt57fsaWxKhJrEmMsffee+/YECsIqDQVpPeFXdj3D96NGWbBnV22xfN5Hp7HObP33uPsd6fcOfccHwWLNRUVFeH4VWact42lBU6uXQn/KtwKiqRmco911hUyc3K+/KES2FmxF2emZXCfd9YFMrJztPon1tM47ZreXixb6OtIpfrKyctDpJyiQDUUXHOhLWrIOQYRMXHIFYmU6i/0dQTLVlPHjwFAWgBIC7qCibEQVVydWXZl9Sjve/Bxc4OxULeTSySmst9hu1ZUPgGCvLYJybr/nlze71JZLUTExCInj/l7Njc1QWVnJ6X6IzSHvN+DlbkZLM0UT+ZXEn39TRDli1tF+YXlUzP185mIIP7Nu/cf0GHidCSmMmPCzEyMcezXn1HbV/FCXppC3n23qY4naicIglAGnyoDWLbIqAMsW07OR3z4wJz3rlAhCNZWis0tSKVFiI5h5jcxMrJGh3YHYGvLLb9Jfn46p8/rEgUF3Of8jY3Z+U3yC/QzzrqgIFOrf4VF+jlvbmfLXouQkqLcukSxOAcZGW9Ydls5Y+gStjZs/zIyoiCRKBcfkSzn+On6MSCKIS0UQ+cF0oIM0gJpQQZpgbQgg7RAWpBBWiAtEARB6CsNhnRg2YL3XmDZ0j8kI+xaCMPmWb86HL0VK0xfVFSEJyduMmym1haYdHQFnKtzi/XOTdPfWO+8TO6x3mZ2lixbjp4eg7yMHK3+SQok2j4ESuHsz46hi3uqXAxdfk4eEqPi2WPUYI+hS8jzLzEyDgW5ysX3xso5fvKOs65BWiAtqANbV/kxdLp+rXHwcoaRKTMXan6OSK6uFSHuKXu9s7M/t3sUQjuQFoqR56Oy14jitvp3HEgLxZAWSAsySAtlk/zuA9Z2nYXMT8yYMKGZMSYc+hFugYrlQiUIgtA1Rg4bxrLt2LWLZXv//j0uXbnCsDVq2ABVqyqeC/rIsWMMm42NDc6fPoUa/txyR6XKWTeoL2Qqsf7Mzs6eZUtN089jkJGRodW/ggL9zAVNAAE12fnVXkdEIDdXudiCkCdPWLaaNWoq1ZcmqVmDfRzk/V8UIScnBxGR7Pv9gJq6fRxIC7qBiYkJvKuw1ykpq8eQJ6EsW1UfH92vbSXn9/IkNFTp/uS11fXfJPFlNm3ejOmzZrHsjRs1xLHDhyDU8Rw2+oRQKIRftWose36+8veAIlE+y2ZirNt1vmrKPTcpd34GgBA9PDd5e1eBqakpw5aTk4OICOXmOuVd3wLk3JcR+sXbt2/RukMHJCYmMuxmZmY4c+I46tSurSXP/nsklDjGAGBlZQVLS3Z8m6K4urLjDz9+TFC6P4IgiPJm4PDeLNv+nUdZto/vE3Dj8h2GLahhbVSpqtg71aKiIpw6yozftraxwsEzW+FXg1uOqLS0dE6f1yWyMrM5t7G1t2HZ0lMzysMdjZOZkaXVvwI9zaldvaYvy/bsyUul+srJycWbyGg5Y7CfUXUJeccgKuIdcnPZNa8VQd7xkzeGrkFaIC18iaKiIkwaNRenjrLrY3w7dQTmL5mmeafUBGmhGDovEFyRd6/fZ1A3GBoaasGb8sXT2wOmpsw58dycXLyJeKdUf8+evGLZvrbzQnFb9nHw1/HjQFoohrRAEARB6DP1+7Hrqzw4+IllS/+Yj9c3mXOlletawLGKYrESRUVShJ5hxjibWhtg/J5qcKrGrT5Mbrp+5ngAgLws7r6b27KfIfT1GORlFmr1r7BAqu1DoBTOfuzfSPxz7rlmACA/txCf3rLzKDhVV75OkyZw9jNl2RLfiFCQV6hUf3Ev2O+QnOSMoWuQFkgLMkgLpAUZpAXSAgDkpUvk3ufYOCsfiy6vbcYn3V575+BpDCMTPsNWkFuET2+Ue58l77ckT2+6hvzzAvf4mX/avpB3HHT7vEBaKIa0QFogCC7wv/wR4mukUb0g+Hgxk2ieOHceGSWSYuw+eAhFRUUM24iB7GKKpfEyPByJn5IYtqH9+8HFiXtR+Mg37CIM6sbEpMQL8zzlLjQpSiRKcXNhL6B5Ex2t1PgEITQykms3psLPekFQYCDLdu/hI6X6ehsdjYRPzJeFQqEQNfwouJFQjPLU490HD1i22gEB4PPpFlZfKSgoQJ8Ro3Dt1m3WvuXfLcCUcWO14JX6CKheHUYlrrEfEhIQHRurVH93Hzxk2eoG1lKqL+LrI6g2+/z85Nlz5OezE6d8CZFIhCfPnrPs+qBHecfhnpzfliLcvc++TunrMfgatSCPjMxMdOzTH89fhTHsfD4f2zasQ6+uXbTkGaEICYnsoEcHezsteEIQBFE6tXwawL0SM0nn9cenkZXLDNA+c3sfiqTMeffuzYcoPM6b+DCkZDDPi12bDoKjnTNHj4GYBHYhCXVjbMScdxcVKDfvnpHNfd69kj173j0uUblFcoR+4u9Vh2V7Gnlfqb6ev3kESSEz6L+SvRtsLR2U6k9T2Fs7oqKdC8MmKZTgxZvHSvUXGhHMslX31P0kfqQF0oIM0gJpQQZpgbQgg7RAWpBBWiAtyCAtkBYIgiCUoWFNf3i7MecjT924jYxs5sKfvecvsuK0h3XpoPA4r95GIzGVWVh3cKf2cKnATjLyJaJi4zi3URWTEsV6cpV4rw0AqRnci0K6VXJk2d6+/6DU+IR+UldO3GzwsxdK9fXwZRgkhcxFz24VHeFgY61Uf5qiop0dXByZ5wtJYSEevQwrpUXZ3JNz/OpU45YoXxuQFkgLukR56lFfv4cCMTvpVsl7Bi6YyimCmS/W7aQKgPq1EFjVh2L29QB5vwdjFQteyvtNFOjBb4IoX4SGpawzLGX9IUHoC3GJn9Bx0gx8SEpm2I2FRji86kc0rOmvJc/KJjGFHQdnb22teUcIgiDUjKNjPVhZMvObxMScQ0EBc3436s0hSEvEWft4D1R4nLS0cOTlMfObeFfpDzMz7vlNMjI1n9/EwIAZZy2RKBdnnZ/PPc7a3MyFZcvMjFZqfEI/cbBnv7dP/KTc2sykpBBIpcznWnNzV5gY2yvVn6YwNXWEmRlzXYZUKkFSEruwvSIkfmKvUbW3Z6//JHQP0kIxdF4gLcggLZAWZJAWSAsySAukBRmkBdICQRCEvuJVvzoqVGHOiT49cxd5GcxY7/v7L0FaIta74eD2Co/zMSwamZ+Ysd4NBrWFjTP3dUSJUfGc26iKoQkzTqUgl13sSBFyUrnHetu6smO9k99RrPfXhEcddrzj2wfKFRCPfhSOIgkzvtfWzREW9tZK9acprBxtYePCPF8USQoR/Thcqf7e3mcfP/fauh9XSlogLagDgZBdOBgADIW6HUPH5/PhVsubZZf3nSrCm/vsGOOvTQv6CmmhGI86vizb2wevlOor+d0HZCYyYy0EQkM4V/dUqj9NQVoohrRAWpBBWiid1PhPWNttDtI/MOOsDY2N8O2+ZfCqX11LnhEEQahOo4YN4ePNvA4eP3kKGRnMXNC79u5l12AcNkzhcV6+eoXExESGbdiQIXBxYcfffomIyEjObVSFVYMxV8kajCkpnNu4u7mxbG/evlVqfILQVypWrAhX1xI53CQSPHioZB2de/dYtqC67Fx5uka9oLos271gdj46Rbj/4AEkEmacibu7GxwcdDufH2lBd5Cnx7tK6vHOvbssmz58D/Xqso9ByJMnSte2CnnCjpcKqqP7x4EonZ27d2PC5Ckse1Ddujhz4gTMzMy04NV/m/r16rFsqWnc1wmW1dZex+t8yTs3KXt+fvv2LRISEhg2oVCIGv66mXNABp/PRx059QfvBrOv+4og736hrh5cp4jSiYuLQ5sOHfH+/XuG3djYGCeOHEajhg215Nl/k4ICdl6mkvMsXDE1ZbdX5h6MIAhCXdRrWBte3pUZtnMnLyMzI4thO7jnBGvefeDwXgqPE/4yEkmJzPeX/Yf2hJNLRY4eA28iozm3URUTE2Y+vzwl46xTU9K+/KESuLqx61RGv41VanxCPwkMqsmyPQxWbi1byIOnrLlWV3dn2DvYKtWfpnCs6ABn10oMm0QiwZOHz5Tq78G9EJYtsC77OOsapAXSQllIpVLMnPA/HN53krVv+DcDsGzVAi14pT5IC8XQeYHgQtiLCIQ+ZseLDhzWWwvelD98Ph81a7NjIx8o+Zt4cJddoy2wTg2l+tIktcvxvBD9NhafEpg5HoVCI1Tz1+0YY9JCMaQFgiAIQp/xDLJABU/mnOyz82nIy2Q+szw8kowSKa1Rv7/iMYUJr3ORlSRm2Or1qQAbJ+71YT69VS5WWxUMjZn1hwryikr5ZNnkprFr5HwJGxf2MUqOUW7enNBP3ALNWbZ3j7PkfPLLxIRko0giZdhsXYSwsJOfH0BXsKxgBBsnZq6CIokUMU+yS2lRNu8eso+fewD7OOsapAXSggzSAmlBBmmBtAAAErFUrr3kPSwXjEzYbSUFyt0Dawo+nwfXmuwY/HePlPtNvH3Izu3nVku3tQAA7nJ8fPdIud9DcowImZ+Yz3ECIQ9OvqZK9acpSAvFkBZICwTBBaq8TZTK8EEDGNt5eXk4cPQ4w7Zr/0HGtqmpCfr26K7wGB8SElm2RvWCFHfyX9wOvq9UO1WwsrBgbKemcQ9eBoCQp9wDsVo0acyy3bhzR6nxCeJjIvu3KBQKYW1lpQVvCK40qhcEY2PmC7+YuDi8i4nh3NeNO+zkDo3r12P1TxCl0bJpE5btxp27kErlT2KVhTw9tm7eVCm/CO0jkUgwcMxYnL98hbVv4cwZmDdtqha8Ui8mJiZoICfBw/Xb3O/Z3kZHI67E4ndTUxM0lJPgh/iMsbEQVpaWKv0JheygDUNDQ7mf1WU8PTzg7urKsOXn5+PuA+6Jue4+eMhKEuBV2QMechIi6hryrlPK/CaBUq5TzZop1ZcmIS3IJzs7B537D0TIM+bzOY/Hwx+/rMKgvn205BmhKPI07FSR+6J6giAIddO92RDGtqggDxfuHWHYTt3ay9g2FpqiXX3Fk40kpX9k2QJ86nPw8jMh4ex7HnVjbsq8t87MVm7e/dW7UM5tgvzY93OPwm4pNT6hnwRVb86yvXzzGHn5uZz7kqedBv4tlHFL48j7LTx8dZNzP3miHLx8y04q0MC/pVJ+aRLSQjGkBdKCDNICaUEGaYG0IIO0QFqQQVogLcggLRAEQXBnaJcOjO28/HwcunSVYdtz5gJj29TYGL3bKH5O/JiczLI1qKFcIZE7ocolnVQFK3PmoqC0DPbCHkUICX/NuU3zOuxiJjdDQpUan9BPWsjRwKNX4cgVcU/2Ik87rYL0o6CNvONwQ4nfQk5eHh6HhbPsLevp/nEgLRRDWtANyut7APRXj3Zy1rikKHmPAADJ6Rksm7wxdA15WrgZEqpUzL6+aoEA7OVoNS1T+d8DAKTo6W+CKF8SUlJYNqGRIaxLrKUlCH0iISUFnSbNQMxHZtFVI0ND7P9pGVrUra0lz77M3afPWbZKOl4slyAIQlm8vQcytgsL8/D27TGGLTLqAGNbIDBFZQ/F85vk5iWwbI4VlMtvkpioXCFwVTAyYt6T5ecrF2ednMJ9zr9SJfa6vIQEzceaE9pDngaSkp5AIuEeH/Exgb2m06mS7q/NBAAnOcfhY8Jtzv2IxTlITg5l2Z2d9OM4EKQFgM4LMkgLpAUZpAXSggzSAmlBBmmBtCCDtEAQBKGfNBzcnrEtzsvHoyPXGbbgfZcY20amxqjdk73OqDQyPrLfz3vWYxeGVoQ399jvFdWNiSUz1jsnTbniD7GhkZzbVG1ai2WLuP1UqfEJ/aRqM3YMXfTj1yjI5R7fK087vs11N47g38g7DhG3uP8W8nPyEBPCXnfh20L3jwNpoRjSQvmSmcC+RguEhjC11v3iRD7NarFsEbdCOfcjlUoRdYf9Xvlr04I+Q1oAPOtXh6Exs7BlamwikqPZOfq+hLxrhFcDf1b/ughpgbQgg7RAWiiNjMRUrOs2GymxzNg6gZEhxu5ejKrN2feaBEEQ+saI4cMY23l5edh/kFlzceeu3YxtU1NT9OujeF2CDx/Y15NGDRtw8PIzt7VQf9CqxBrC1NRUpfp5/OQJ5zYtW7Dn1W/c5J63iiD0nVYtWrBs127c4NxPTk4OHj56zLK3adVKGbc0irxj8ODhI+Tmco8zuS7nPNJaD44BQFrQFVrK+R6uK/E9APKva/qgR09PT7i7M2tP5efn4+69e5z7unvvHru2lacnPDw8VHGR0CIHDx/G6LHjWDlOAmrWxPnTp2Cp43X89JV2bduwbE+VqIMOFM/zPXv+gmV3qlRJqf40RaOGDdk1m2Ni8e7dO859ybtfaNKokV7UbC6v65RUKsWNW+w8yHS/oL8kJCSgTYeOiC5Rx9zIyAhHDhxAq5aU27m8sbezZ9mUnVeRkZzMjlmwpxwjBEHoGAOHM2sp5uWJcOzgGYbtwC5mrhBTUxP06NNJ4TESPn5i2YIaKPfuMvj2I6XaqYKFFTM3SHpaulL9PA15yblNkxbsWpV3bj5QanxCP2nagv2O6snDZ8jNzePc150bbO00a9VQKb80TRM5x+H2de65gnJychH6iL1eo3mrRkr5pUlIC8WQFuQzf/oy7N56iGXvP7QnVm1YogWP1A9pgc4LBDf27TzCstWq4w+/GlW14I16kPebUOa8IJVKcffWQ5a9WWvdPy8ENawNY2MhwxYX8x4x7+I49yXvuaN+4zqs/nUR0gJpgSAIgtB/6vevwNgWi4oQcoL53u3BoSTGtpEJH4FdFX8Pl5EoZtkq11Wudseb+8rl5lAFE0sDxnZuukSpfmKf5XBu492IHUsUeVe1ujqEfuHTmK2BmCfZKMgr5NxX5D12TSWfpvpRU8m7MdtPZX4L+bmFiH2azbLrw3EgLRRDWiAtyCAtkBZkfO1aMLMRyLXnpCl3zwoAOans+3dzW0Ol+9MU5aUFqVSKqGB2u6o6rgWg+DnL0JjHsKXG5yMllns+sch77GPgGWQJQ2O+0v5pCtICaUEGaYEgFEP3f82E1hjarx8MDJiTozv27//n38GPHiE8kpkUuVeXLrDkULhZ3iKSkgk8FCErKxvHz5zl3E5V7O1sGdthryOU6ufi1Wuc2wTWrAE7W+b4dx88REwc9xfV2kaSnKjVv+EDB2j7EGid28H3WTZ3FxcteEIog7GxMdo0Zxdc2bHvgJxPl428Nl07tJfzSYKQT+P69VjXp5i4OFy/zS0pWFZWNo6dOcOykx71k6KiIoyYMAknzp5j7Zs+YTyWzJ+rBa80gzzNltf5uV3LlhAKKbCwLOZOnYKUt5Eq/c2ZMpnV78DevVifexvKTlSla3Tt0I5l27mfux7ltenSXj/Ozx3btGY9594ODsbb6GhO/bx5F40795n30IaGhmjfWj8SUpAWmOTl5aHboCEIfsheTL3mpx8weugQLXhFcOH+48eI//CBZW+qZEJbgiAIddKl6SAY8Jn3Iydvfk7q/SzyAd59YM4ztwnqDnNTxRMTpmex590tTLnPu+fkZeHao9Oc26mKtTkzQP3t+3Cl+rn77DLnNr7uAbA2Z85rhEYE40NSrFI+aJPQPVla/eveXD/voZwd3OHtyiyCKirIw4Vg9oLhsigqKsKpW/tY9ua1FU8cpE1a1GH7efr2Plby1C9xIfgI8sXMQBVfjwA42jmr5J8mIC0UQ1ogLcggLZAWZJAWSAsySAukBRmkBdKCDNICQRAEdwZ3bA8DA2Yo/64z5//59/0XL/E6hjk32aNlM1iamSk8RkoGeyGMtbk5R0+BrJxcnLxxm3M7VbGzZs5th0XHlPLJsrkczE5q9iVq+XjDzoo5N3/v2QvEfEwopYXukhd8Xat/Q7t01PYhUAp3p0rw9/Jk2PLy83H4Mre4/6KiIuw5e4Fl79y0sUr+aQp5fu45e4Hzfd7hy9cgymcWXqvl4w2XChVKaaE7kBaKIS3oBu0bNWDdP9wJfYZ379lxM2XxNv497j5lJoY2FAjQtmE9lX1UNw621izbk/DXSvf3OIz9PrqCjY3S/WmKhgE1WPcqsQmJuBkSyqmfrJxcnLjOLkCnL+emrx15v4f8AjFevnmrdJ/yfhMOevCbIMqXO6Hsop5uFStqwROCKB+S09PRefJMRMXFM+wCAwPsWr4I7RuxC1TpClKpVO6cTJPAAC14QxAEoX6qVOkHHo8ZZx0R9Tm/yadPj5CRwcxv4uHeGUZGiuc3yRelsWxGRtwLyBeIsxEdo/n8JsZCZpx1erpy+U3i33PPb2JnVwNCITPOOvHTA2Rl619+k9EjP2n1z8dbP/ObWFi4wcamGsNWWJiHt+9OcOpHKi1C1Bt2wTc3N/1Yl+jmyvYzMuoQ57nSd+9OoLCQGR9hZ1sDZmZOKvlHaA7SAp0XZJAWSAsySAukBRmkBdKCDNICaUEGaYEgCEI/qT+wLfglYrWC936OAXz38BUSI5ix3rW6NYGJpeKx3jlp7FhvEyvusd6irFyEntZ8rLe5HXN+PeG1cnk5wq5wj/V2CagCM1vm+G+DXyIlNlEpH7TJ7xmXtfrXcLB+3FOVxM69IpyqV2bYxHn5eHz0Oqd+ioqKcH//JZa9ZqeGqrinMWp0ZPt5f98lzveaj49eh1jEjO91rVkFNs4OKvmnCUgLxZAWypeoey9YNltXRy14wp2aHRuxbKEnb0GUlcupn4iboUiN+8Swmdtbo3KQn0r+EZqDtAAYGhvBt2Udlj1470XOfclrU7MT+xjrIqQF0oIM0gJpQR7ZKRlY130OPr15z7DzBQYYte07VG+r+2vNCIIgFGHY4MHsGoy7PueCDr5/H+GvmetUe/fsAUtLxWOMU1JTWDZrpWowZuHYiZOc26mKvR0zRvlVuHK5oC9cYs+vfInAWrVgV2L8O3fvISZGufwi2qQoX6TVvxHDhmn7EBAq0LVLF5Zt1+49nOf4Dhw6BJGIGVsQWKsWXPSgFqWHhwdq+PszbHl5eThwiB0zUhZFRUXYtWcPy96tM/sY6yKkBd2gU4cOrPuHW7fv4O1bbuv437x5g9t37jJshoaG6NCOXTNKF+kq53ezY9cuzv3IayNP64R+cPLUaQwZPgKFhYUMezVfX1w8ewY2lJ9CbbRv2xYmJiYM2/MXL5CSwn4e+RLPnj9n1ZI3MjJCg/q6u+4eKK7Z3LZ1a5Z9+1d2buomx88jx44jKyuLUz/Xrl9HbCxzfaiDg4PO64CQT3JyMtp27ITIqCiGXSAQYP/u3ehINaDVQoUK7HiK/Px8vHj5Uuk+Hz1m18Ot4EA5+giC0C36D+nBem7ev/PoP/9+dD8Uka+Zz9BderaDhaXicdJpKeksm5U199wg2VnZOHuC+9y1qtjZMZ+NXoe9Uaqfa5ducW5To5YfbO2sGbYHd0MQF/NefgMdJqkgQqt/A4f10vYhUAo3Dxf4+Vdl2PLyRDh+iFuenKKiIhzcc5xl79CF/Vymi3To0oplO7jnBOe51uOHzkIkymfYatTyg5OL7udmJC0UQ1pgs3T+Kmz5fTfL3r1PR6z960fweDwteKV+SAt0XiAURyKR4PBedvzKwOG9teCN+mjfla3Z08cuIjsrm1M/t68HIz6WWSPA3sEWdevXUsU9jWBsLETz1uxc9P9+xlMUeW3a68l5gbRAWiAIgiD0n3p9HMBnTlvj/sHP65/ePc5CYlQeY39AJ1uYWAgUHiMnTcyymVgZyPlk2YiyC/HsfOqXP1jOmNky/68JkdzWlMkIv5HOuY2LvxnMbJjjv3uUhdT4/FJa6C7r3jfU6l/9/vr57tjO1RhO1UwZNrGoCCEnucU9FRVJ8fBwMsteo51+xKzJ8/PB4STO81MhJ1MgFjHbuPibwcZJqJJ/moC0UAxpgbQgg7RAWpDxtWtBYMSXe28d9yxH6T5jn7Ln9sztDJXuT1PI00Lo2RSIsgvlfLp0Iu9kIu09M4eUuZ0AHrUVr+ujLQyN+aja1Jplv38wiXNfDw5+Ytn0+bxAWiiGtPD1aYEgFIH/5Y8QXytOlSqibcsWDNv9R4/xOrJ48c3OfQdYbYYN6M9pDHNzdoD0x4QETn0AwMYtW5DJcXFYeVDDj5k47GNiIiKiuAU+J6ekYO8R7i+X+Xw+BvTqwbCJxWKs+G0t574IYvve/SxbhzYUrKBPDOnXl2XbvncfCgoK5HxaPi/Dw3E7OJhhEwgE6Neju8r+EV8PhoaGcjWzafsOTv3sPnQIOTnMl7I1/KqhZvXqKvlHaB6pVIpx02dg/9FjrH3jR43EqqWLNe6TJhnQqyc7Ac+9e3hVImlfWRQUFGDHPva1enDfPir7R3xdDO7Lvl84fPIUUlIVD8RJSU3FkVOn5fStH3qs4OCAdi1bMmxSqRSbtu/k1M9fO3ayXkS1b9WSlZBSVyEtfKagoAB9RozCzbt3WftWfL8IE8eM1oJXBFe+/+lnls3b0xOeHh6ad4YgCOILVLCphAY1mPNuz6IeIvpDBADg5E05iWCbDeY0hpkJe949Ke0jpz4AYP/FTcjOYxeIVDfebsykuknpCYj5GMmpj7SsZJy7e5Dz2Hw+Hx0aMe+VJIVibDm5mnNfhP7SuckAlu3wla2c+rjz7BI+JjMLklqb26JxgH4k0m1aqwMszZgBFx+SYnD7KbeiNIevbmPZOjfm9i5Rm5AWSAsySAukBRmkBdKCDNICaUEGaYG0IIO0QFogCIJQBicHe7SpF8SwPXjxChExxdeD3WfOs9oM7dyB0xgWpqYs28dk9kLSL/Hn4WPIzFF+saKy+Ht5MbYTklMQWaIwyJdITk/H/guXOY/N5/PRty1zPl8skWDVDvY8PvHfZWBH9r3Y5qPcCqReDH6A2IREhs3OyhLtG+lHQZuOjRvAxpK5gC7mYwIu3LvPqZ+/j51i2QZ0aKuSb5qEtEBa0BUq2Nqgbf16DJtUKuWsx7+PnWLFv7VrUA/21taquqh26lX3Y9lO3rgNiUSiVH9HLl9n2YKqV1OqL01iKBCgTxt2ovC/jp7g1M/ecxeRk8cs1Orv5Yka3l6ltCB0CStzc1R1d2PZj169oVR/kbFxeBbJXhepD78JonzZefocy6Yv9ywEUZKM7Gx0nTIbr95GM+x8Ph9bFi9At+ZNteOYghy4eAVh76JZ9rYN6rE/TBAE8R/AzLQinJ1aMGxJSY+RnlGc3yQyir3G0rsK+11tWRgasuOsc3O55zcJC9sCsVjz+U1sbZn357l5icjI4JbfRCRKwZs3RziPzePx4eXZk2ErKhLj6dM1nPsi9JcqXux1ieHh3HIIxMdfRXY2832PUGgLVxf9yG/i6toWRkbWDFt2dizi469w6if8NXtNq5eXfq3N/NohLRRD5wXSggzSAmlBBmmBtCCDtEBakEFaIC0QBEHoK9aV7FGtVV2G7d3DMCRGFl+T7u1hr5dpOKg9pzGE5uxY74wEboWGAOD6X8chylSumKIqOFf3ZGxnJKQgMSqeUx/ZKRl4cOgq57H5fD7q9mHmkisUS3Dhl72c+yL0l/r927Bst7ay8+KVxavLD5Eay4zvNbO1RPW2+vFe3r99fZhaM+N7U2IT8PLSA0793N52hmWrJ+f46iqkBdJCeXNvD3tNl387/dCCWy1vVPJ1Z9jyc0S4v/8Sp35ubWXH/dft3QIGAu7FpwntQFooRt414u7u85AUsIurl8aHsGhE3X3OsPEFBqjTq4Wq7mkE0kIxpAXSggzSwmfyMrKxvsdcfAyLZth5fD5GbJqHWl0aa8cxgiAINeDk5IR2bZjXgOD79/H6dXEu6O07d7HaDB86lNMYFubsgrYfPnLPBb3hjz+Qman5XNA1azBzQX/8+BEREdxyQScnJ2OvnJo6X4LP52NAv34Mm1gsxo8/r+TcF0HoM507doSNDTOHW3RMDM6dv8Cpn7/+3sKyDR44UCXfNMmQQYNYtk2b/+bUx/kLFxETw8znZ2dnh44duL3L0xakBd2gQoUKaN+WmQtFKpXiT4563PT3FlZujw7t2sHe3l5lHzXB0MHs3+ShI0eRkqL4e+2UlBQcllO3cMgg0qM+cunyZfQfPJiV46WKlxcunTsLBwcHLXn2dWBhYYFeJerDSiQSbNm2nXNf8q6vDerXg6mcvIW6xhA556ZtO3Zwq9n86hVu3b7DsAkEAvTXk7p7tQMD4VeNudY0JycHu/Zwi5uRp4P+fftCIBCo5B+heTIyMtC+cxe8fPWKYefz+di5bSt6dO+mJc/++1hZWcG3alWW/dAR7uu4ASAiIhJPnz1j2euXyFtLEAShbSo6OaJFW+b7xEf3QxH1+i0AYP/Oo6w2A4b14jSGuYUZy5bwIVHOJ8vm7993Iyszm3M7VfGrwbw+JH78hDcR7zj1kZKciiP72O/ovwSfz0fP/l0YNrFYjDU//8m5L0J/6Tu4O8u24699nPq4cuEm4mLeM2y2dtZo3aGZSr5piradWsLaxophi42Ox+Xz3HJ17tzMfv/Vd5D+3GOTFkgLJVm9fAPW/7KZZe/YtTX+3PkLDAz0Iw5MGUgLxdB5gVCEy+duIOkT832QUGiEXiXuM/WdgMDqqFqtCsOWm5OLg3u45Xjf/hf7vNCjX2e9mWuVd17Yu+MIp3n38JeRCL79iGETCATo0beTyv5pAtJCMaQFgiAIQp+xqmgE3+bWDFt0SDYSo/IAAA8OJrHa1O9XgdMYQjP2M3NGguLXSRk3tyVAlFXIuZ2qOFVjzrtnJorx6U0epz6yU8V4dJR7/Us+n4c6PZgxc4ViKS6u45afhNBvgnqz4ybv7OL27ifsWjpS4/MZNjMbAfxaWqvimsbwa20DU2vmuSQ1Lh+vrqZz6ufubvZxq9tLP+JSAdICQFqQQVogLcggLZAWAMCjNnt9Zuhp7vn4ACAnTYzXtzLYYwSy69ToGq41zFHRx4RhK8gtwsPD7Geasrgt5zdUu7s9DAQ8lfzTFEG92esSgvd/gqSgSOE+Pr7OxZv7zHpCfAEPgd3sVPZPE5AWiiEtkBYIQlH42naA0G2GD+jPsu3Yvx8ikQgHjzNfCnu4uaJl0yac+ndxcmLZTnFcFP70xUssW/ULpzblRZ1aASzb37t2c+pj0px5yMvjNuEsY+7UqTA2NmbYNu/chUPHub2wJ75utuzajZt377LsPbt01oI3hLL06NwJrs7ODFv8hw/48dc1CrWXSqWYPGc+yz6gV084VuD2YpAgJn4zGjwe84Hp8ImTuHrzlkLtPyUlYfEKdvKsKePGlot/hGaZvmAhtu1hB1uPHDwQ637+SQseaZZKFR3Rp1tXln3S7HmshDql8cMvvyH+wweGrbK7G7p17FAuPhJfD0G1A1G/bh2GLS8vD7P+973Cfcz8bhHr+aVJgwaoHVCzXHzUBJPGjmHZNmz+G+GRiiWODIuIwAY5yUb06TpFWihGIpFg0DfjcOEKu+DT93PnYNbkiVrwiuDK6vUbcfk6e3Hb8EEDtOANQRCEYnRrNphlO3lzD/ILRLgQzEw24uTgjiA/bgtPHW2dWbYbIWc59fE65jk2HVvBqU154ecZyLIdubadUx8/bpsBUYFy8+6jus2E0JA5737k6jbWd0P8d+nZYhhMhMzFAy/ePMLxG+wk/PLILxBh9e55LHu/tt/AUGBYLj6qGyNDIfq0Gsmyr949D/kFIoX6OH59J168YS6UNDO2QPfm3AoXaBPSAmlBBmmBtCCDtEBakEFaIC3IIC2QFmSQFkgLBEEQyjKkMzv2Y9eZ8xDl5+Pw5WsMu3ulimhehz1/WhbOFdgLi07fYseLlsWzyCj8sGU7pzblRe1q7OIFW0+c5tTH1FVrkJef/+UPymH28MEwFhoxbFuOn2J9N8R/lxFdO8HMhPnO4NGrMOw8fU6h9qL8fMxZs5FlH9u7Bwz1JLGe0MgIo3uw49/mrNkIkYK/rR2nzuLRqzCGzcLUFMO7diwXHzUBaYG0oEtM6McuVvH7oSN4HR2jUPvwdzH4/RC7GNCkAfpRcKxdw3os27v3H/D3ce7FKE5cv4Xg5y9Y9jYN9KO40fi+PVkx+0evXMf1RyEKtf+UmoZlm7ey7PqiBaKYtnJ+ExsPHMaHJO6J7has/5MV325raYm6fr5K+0foH9tOnMatJ09Z9u4tKHE+oX9k5+ai+/S5CI1grhPg8Xj4c8Fs9GvbWkueKUZkbBxm/rKOZff1cEd9fz8teEQQBKEZvL3Za0EiI/dDIhHh7TtmDg1zczdUqsQtv4mpGTu/SWwct/wmKakv8CR0Nac25YW9fS2W7XWEYu+lZdy9NxeFhcrFWdesORUGBsx5stcRu1jfDfHfparPYAgEpgxbUnIIIiIVK9olkYhw/8H/WPZqviPA5+tHfISBgRC+VYex7Pcf/A8SiWLxERERe5GUzJzDMTQ0h4/3oHLxkdAMpIVi6LxAWpBBWiAtyCAtkBZkkBZICzJIC6QFgiAIfabBoHYs2709FyAWFeDx0esMu51bRfg0q8WpfxsndiGcZ2e5xXrHP3+Dsz9zmycuL9wCfVi2O9vPcOpj/4y1EOcpF+vdfsZAGBozY71vbz/D+m6I/y6NhnaE0Iz53iL6cTju7T6vUHuxqACH5//Bsjcb0w0GhvoR32soNEKTkez84Yfn/wGxSLECsXd3nUP043CGzdjCFA2H6E+uU9ICaaE8ubPjLCJvP2PZa3VtqgVvlKPFuJ4s25mfdiIrOV2h9uHXQxBy/CbDxuPz0WJcj3LwjtAkpAUgoGsT2Lgw11imv0/C+dV7FWovlUpxYBY7jq9un5awrGBTLj5qAtICaUEGaYG0IEOUnYcNfRYg7lkUw87j8TBkw0zU7dNSS54RBEGoj+HD2PmLtu/aWVyD8fBhht3D3R0tW7Tg1L+LCzsX9KnT3OZLnz57hqXLf+DUpryoU7sOy7Z5K3v9aVlMnDJV6RqM8+fMZtdg3LKF9d0QxH8ZoVCIsWNGs+wzZs+GSKRYbMHW7dvx4OFDhs3CwgKjRgwvFx81weiRI2Bmxszn9+DhQ2zbsUOh9iKRCDNmz2bZx48bC0ND/YgzIS3oDpMnsusVrd+4EeHhrxVqHxYWjvUb2blmpk6epLJvmiKobl00qF+fYcvLy8PMOXMU7mPG7Nmse4SmTRqjdiC3XGqE9rl1+zZ69u2H/BJ5htzd3XD5/Dk4yalLTpQ/06dOZdl+Xr0aHz9+VLiPp8+eYcu2bSz7qBEjVHFNY/Ts3h2uri4MW3z8e/ywQrHaOlKpFJPkHMeB/fvB0dGxXHzUBJMnTmDZFi9bhqSkJIXaX7l6FYeOMHNQ8fl8TJ7A7pfQbbKzs9GpW3c8CQ1l2Hk8Hv7e9CcG9OunHce+Itq3Y8cZrtuwER9K1B5WhDnz57PzP9naIqhuXaX9IwiCUBcDhrJzYu7beRQiUT6OH2LWSnTzcEGTFg049V/JuSLLdv40u+ZwWbx4GobVyzdwalNe1Krjz7Lt2nqQUx9zJi9BXp5i80ElmTZnHIyNhQzbzr8PsL4b4r/L4JF9YGrGXNMX8vAZ9u5g56KVh0iUj//N+ollHzlusB7NtRph2Jj+LPv/Zv0EkUixNQx7th9GyENmTKm5hRkGjdCfnK2kBdLCv/ljzVb8vJQd+9SqfVP8vW8tBHqSJ11ZSAvF0HmBUIR9cvTQsVsbWNtYacEb9fLNJHYOgJVL1yE5KVWh9jev3sXJI8xaFXw+H2Mm6E+ttc492sLZtRLD9iE+Ab/9xF5rJQ+pVIq5U5ew7L36d0YFR/YaWl2FtEBaIAiCIPSfen3ZtRrvH/oEsagIIaeYtVtsXYXwbmzJqX9rJyHL9uJSGqc+3r/Mwfnf4ji1KS/capqxbHf3JnLq4+D8dxCLipQav+0kZxgaM+sr3d3zCSEnudfVIfSTBgMqwMiUz7DFPMlG8IFPCrUXi4pwbHE0y95kuCMMDPnsBjqIoZCPRkPY8UnHFkcr/Nu6t/8TYp5kM2xCcwM0GFChXHzUBKQF0oIM0gJpQQZpgbQAANVaWLNsj44l4f3LHM59nf8tHvk5zOPG4wNVm+rHHHfzUZVYtrO/xCErRaxQ+9e3MhB6OoVh4/GBZiPZsTi6Ss2OtrBxYuYXTP9YgIvr3ivUXiqV4tDCdyx7ne52sHQwktNCNyEtkBZkkBYI4svox10foTW6dewAG2trhm3PwcM4dvoM0jMyGPah/fuzCsV/iZrV/Vj9Hz9zFheuXlOofejzF+jcbwBr4aam6NG5E+v/vGHz3wh9/uKLbaVSKeYvXYbDJ04qPb5TpYqY9M0Yln3kpCn4e6fyCbcfPQnF4G/GKfw9ENph3pJl2HXgICQSidJ9bN6xExNmsRe+t23ZAk0bKr6IoVW3nhDYOzL+Rk2aorRf+sj123dYx0Bg74jo2FiNjC8QCLBw5nSW/ee163Dp+o0vtl+6cjVu3mUm9zc0NMT86dM4+UFa0L4WdAFfb28M6MVO3PnN1OmIiSv7ha9IJMLISVOQksoMPKtSuTIG9+UWcCzve9ixbz+nPvSdJT+vYh0Dr0DNLbhduPwHbNi8hWUf1Kc3Nv32K+d7R2XRthYWzprBWmxw8+5dLFv1yxfbXrp+AyvXrWf3OXMGDAwMFPZB21ogiomOjZWrx+u372jMh8Xz5rJsuw4cVOg3sWPffuw+eIhl/34uO2FZWYyaNIV1DFp1Y1831EX7Vi3RsF4Qw5afn49h4yYgNa3sYKbUtDQM/3Yi6xm0WaNGaNVM8SIMpIVitKmFoqIijJo0BcfPsBcNz502Bf+bPVMjfuiCFrTJ7EWLsXX3HojFik3Y/xupVIqf167D/KXLWPucK1XC1HFjy8NFgiAItdCyTmdYmjELMpy+vR9XHp5EVm46w9616SDOz07ebv6s/q8+OoW7zy4r1D48+hkmruyJArF25t1b1e3K+j/vu/AnwqPZhbBKIpVKsXb/Ily6f0zp8SvYVMLA9t+y7Iv+HIcjV9nJBxXl5dsQzNswUuHvgdAeVua2GNRhPMv+y+4FX9RhUVERfto+AzEfmQVMLM1sMKg9u8+y6Di1OmoNtmD8/XHkR059qMKQTpNgbsoMGIv5GIWfts9AUVHZQXnh0c/wy56FLPvgjhNhaWatsA8nbuxmHYNagy0Ubq8qpIViSAukBRmkBdKCDNICaUEGaYG0IIO0QFqQoQtaIAiC0De6NmsMG0vmNWvvuYs4fv0W0rOYix2HdGrPeb64RhVPVv8nb9zCpeAHCrV/GhGJ7tPmIL+A+/u88qB78yas//PvB4/iaUTkF9tKpVJ8t3ETjl65rvT4Tg72mNC3N8v+zbKfsPX4aaX7fRwWjmH/W6rw90BoD1srS0zsx45bnLt24xd1WFRUhGmr1yIylhkzaWNpgYn92boqi6o9+sOkQQvG3/LNyr+z4MqUgf1gZc5MuhMZG4dpq9d+8T7vaUQk5q37nWWfPLAvrC0Uv2ffdfoc6xiYNGihcHtVIS0UQ1rQDdo2qIcGNZgFHPILxBj5/Q9Izcgss21qRiZGLf6BdW1vGhiAFnVrK+xDzIePcr+Hm4+fKP4fUZKa3lVQz9+PZZ+79ndO19YHL17hm6Xs5NAujhXQrkE9hfpYvnkb6xhU7cFO3K0uqnq4o1/b1iz7uOU/I+ZjQpltRfn5+GbpT0gpoRkvF2cM7NCWkx/ytLDr9LkvN/wPoU0tjOzWGXw+c4lwRnYO+sxagJQSaz9LQ3bvfPoWO25xeNdOrP5LQ9vXKV1Am9ephRs2Yc/ZCyqtM9xy/BQmr/yVZW9TPwhNatVUuJ9246eyjoG8c+5/mZuPn8jVQswHxQul/hfQphZE+fnoM3sh7j9/ydq3bs50DO3SUa3jXwp+gBm/rEP8J8USgJXk4cswdJ4yC6mZ7Pu7ZRPGKnxuJgiC0Efc3TrAyMiaYYt6cwgxMWdQUMC8x/Wu0o/zvLmtjR+r/+iYs4h/r1hhx5SU57hwcQAKC7UTZ+3u1gkA8//88tXfSEl5/sW2UqkUDx8tw7to5fObmJlWhF81dn6Tm7cmI/y18vlNkpJDce36OIW/B0J7CIU2qO7HXrN1/8GiL+pQKi3CveB5yMh8w7AbGVnL7bMsDhyqgy3bKjD+Qp6s5NSHKvj7fwsjI2Zy/ozMN7gXPA9SadlzpSkpz3H/4ffsPquPg1CoeLLPiMj9rGOwZZt+JE4tT0gL2tcCnReKIS2QFmSQFkgLMkgLpAUZpAXSggxd0AJBEATBnZqdG8HUmhnf9uDAZYSeuoW8DGasd/1BbTnPWTv7e7L6f3r6Dl5dfqhQ+7hnUdjQez4k+dqJ9a7VhR3rfX3TccQ9iyqlxWekUimOf78ZIcdvKj2+dSV7tBjHzle2c/xK3N5+Rul+Y0JeY+uoHxT+HgjtYWZriRbf9mLZDy/484s6LCoqwv6Z6/ApKp5hN7W2QMvx3PLgfVdjMCZYtWH8nf5pB6c+VKH1pD4wsWLG936Kisf+meu+GN8b9ywKRxZuYtlbTegNU2tzhX24t+cC6xhMsGqjcHtVIS0U87Vr4diizQjedxGFkkKl+7i97TT2TV/DsldrVQdVGtVQuJ/fOs9gHYOd4zX3DNpgcDvYuTOLKWWnZGDHuJ8hFhWU2TYlNhG7J7NzJdfr3xoVvFwU9iHiVqhcLaTElB3j/F+DtKB9LRgIDNBx9hCW/cKv+xB29fEX259ZsRORt5m5AgwMBeg4azAnP0gLpAUZpAXSggxtakEsKsCfA/6Hdw9esfYN+HUqGg5urxE/CIIgNE33rl1hY8PM1bx77z4cPX4c6enpDPuwoUO412CsUYPV/7ETJ3Dh4iWF2oc+fYqOXbtprQZjz+7dWP/n9Rs3IvTp0y+2lUqlmLfwOxw6ckTp8Z2cnDB54kSWfcToMdi8hV3vSFEePX6MQUOHKvw9EERlHx/whcaMv8XL2HUw1MWMqVNhZcWMA4iIjMTEqVO/OMcX+vQpZs2dx7JPmzIZ1iVqxJbF9p07WceALzRWuL2q2NraYsok9vlg5py5XzwnFRUVYeLUqYiIZOYAsbGxwdRJkzj5QVrQvhZ0gfbt2qJRiTqu+fn5GDJiBFJL1FYsSWpqKoaOHMm6tjdv1hStWrZU2Ifo6Gi538P1G1+uSVpeLFn0P5Zt5+492L5z5xfbbt+5E7v27GXZF/+P3WdZjBwzhnUMWrbllhdD39G2Fh49foyuPXshNzeXYXd2dsaV8+fh5uamET9IC0DtwED06cV8N5qWloY+AwYiU8669JK8f/8e/QcNZtUJq+LlhcEDByrkw/UbN+TqMTo6WuH/hyoIBAJ8N38+y75i5SpcuvzlOjBLli/HjZu3GDZDQ0MskHP9LIuWbduyjsHIMey1l+pixLBhqOzhwbAlJydj+KjREIlEZbaNiYnBmG/Z9XiGDBoIb+8qCvugbS3oCtrUgkgkQvfevXEvOJi17/f16zBi2DCN+PG1a2HMqJHs/E8ZGejWqzdSUlIU6kM2v3LyNDvH6agRIyjHCEEQOknHbm1gbcOcvzi09wTOHLuIjHTmvWn/IT04z7tXr1mV1f/ZE5dw9eKtUloweR76Cv27jkF+ftnvwtVFp+7s2PLNG3bieSj7PW1JpFIpli5YhZNHlM/nWNHJEd9MZN8LTB49F7u2HFC639DHzzF2yHSFvwdCe9jYWmPsJLYGFs3+6Ys6LCoqwtwpS/Am8h3Dbm1jhbGTud1j1vZuCQcjH8bfyqXrOPWhCuOnjYKlFXPNxpvId5g7ZckX51qfh77C93NWsOzfThkBK2tLOS3ks2/nUdYxcDDyUbi9qpAWiiEtADs278ciOf+Ppi0bYMeh32FkZKQRP0gL2tcCnRd0B21roTSSk1Jx6Rz7/cOgEewaDeVB9zZDWMdg0ui5ahlLHgOG9YJ7ZWYcbEpyGiaOmg2RqOw4nriY95g2jl1rrc+gbvDy9lDYhzs37svVQmx0/JcblwMCgQAzF0xg2deu/AvXL7PzlZdk1bL1uHuTWRvA0NAQ0+dxq7tHWiAtyNC2FgiCIAj9pUZ7W5haGzBsDw8n4+m5FORlMNce1+vrwD0/SDVTVv/PzqUi7Hq6Qu3jX+TgjyFhkORLOY1bXtTsaIuS/+UbWxMQ/yLni22lUilO/hiD0NOKvf+Uh1VFIzQbVYll3zM9Cnf3JCrdb+zTbGyfEKHw90BoDzMbQ7QYzdbAsSXRX9RhUZEUhxa+xae3zJgYU2sDuX2WxeL6IZjifI/xd/aXuC83LCdajnWCiSXzXPLprQiHFr5FUVHZ54f4Fzk4vjSa3ec3lWBqJVDYh/sHPrGOwRTnewq3VxXSQjGkBdKCDNICaUHG166FOj3tITRn/v+LCoHNo14jJa7suNh/c2tHAm5sYectCOhkBzNbQ4X6WNfnJesY7J725bx65UW9fg6wcxMybDmpEuyeGgWxqOz3Wanx+dg36w3LHtTLARU8TRT2IfJuhlwtcPkuVMFAwEP7aewcFpc2vEf4zfQvtj/3azyi7jHjlwwMeWg3RfG8GABpASAtyCAtEITuQ9H2RJkIhUIM7M1ckPf+40fMXrSYYePxeBg2oB/n/g0MDNCvR3eGTSqVou+Ikdi0bUepBaZzc3Px46+/oXmXrkj4/4K3lRwdOY+vKh5ubmjdvBnDVlBQgA59+uFMGYk6XoSFocuAQVi1bgMAwM7WVmkfli+cjxZNGjNsIpEI386YhY59++PqTcUClyOi3mDluvVo0KY9GrRtjwPHjrMWUhK6RURUFEZOnAzvOvUw63/f497Dhygs/HJCWbFYjNMXLqJVt54YP3M2q42JiQnW/vSjutwm1MioIYNRv24dhk0sFqPbwMH4fctWFBSwF4ikpKZiwszZWLZqNWvfzEkTUJXDolmC+Dc/L/4eNiWStMTExaFpxy64dF1+kofwyEi0690XF64wC/LyeDysW7lCYwHbRPnw89p1+HkNO7i5d7eu2LZx/Ve18NevalVMG89OTrB05SpMmDkbKXKS8BQUFOD3LVvRbSA7uUXjBvUxfOAAtflL/Ldp26I5+nbvxrKPmTINS35ehZwc9sul7OwcLF6xEmOmTGPtG9i7F1o2baIOV9XK+p/Z15WQZ8/QvHM3PAx5IrfNw5AnaN65G0KeMZMqC4VCrPtZ/+6fv3YtTJ4zD3sPs5N/Thk3Fj98xw5sJ9TDm3fvMHbaDHgF1sXM7xYh+NGjLy5QA4CL166jZdceWLjsB0ilzJfBfD4f637+ESYmNIlPEITuYmQoRMdGfRm2T2kf8OveBQwbj8dDt6aDOPdvwDdA+wbMeX2pVIoZawbj0OUtkBTKn3fPy8/F5uOrMHJpOySnFwcnO1hXlPtZdeLs4I761ZkJR8WSAoxf0Q03n5wvtV1U3CtMWtkb2079BgCwNld+3n1Sv+8R5Mec+88Xi7BsyxSMX9EDD14qlsAy5mMktp36FYP+1xyD/9cc5+8dhkRC8+76wJhus+Ds4MGwZeWmY8zyjrhw74jce5aElHjMXDsYx2/sYu2bOmAJrC3s1OWuWrC1dMCU/otZ9uM3dmHm2sFITHnP2ldUVIQL945g9LIOyMpNZ+xzdfTCqG4z1OSt+iAtkBZkkBZICzJIC6QFGaQF0oIM0gJpQQZpgbRAEAShDEIjI/Rr15ph+5CUjPnrfmfYeDwehnTuwLl/AwMD9GnNnG+VSqUYMG8RNh89UXqctkiEn7ftQutxk5GQUhzXUtFe89cld6dKaBXEjIksEIvRZcosnLtT+sLNl2/eosf0ufhl1z4AgJ2V4okuS7Lk29FoXieQYRPlF2DiitXoOnU2rj8KUaifyNg4rN65F41HjkOTkd/i0KWrEJdy/AndYs6IwfBwYi64Ts/KRrvx03Do0lW593lxiZ8wYP4i7Dh1lrVv+YRxsCtRVE/XcbCxxtLxY1n2HafOYsD8RYj///Uc/6aoqAiHLl1F22+nIj0rm7HPy8UZs4ZyfwembUgLpAVdYs3sqTAyZC78f/I6Aq3HTcajV+Fy2zx6FY7W4ybjyesIhl1oZIjfZk1Vm6/qYPkEtg4LxGL0mDEP89f/gU+paaW2Tc/Kwk9bd6Lt+KnIKlFIEAAWfTMSxkKhnJa6yY+Tv4WNJTNReGxCIlqOnYQr9x/JbfM6OgadJs/ExWBm4lMej4c1s6extEXoNn6elTGkU3uW/cnrCNQfOgaHLl0tc63Z04hIxr3zv7GxtMDs4YPL1V9CfUTExmLM0p9QrfcgzF37O4Kfv1RsnaFEgrO376Ld+KmYtOIXFBYy72lMhEL8OnOKutwmCLUgkUgweMFi3HjMXhewavokjOnJjqEvb/Ly8/HHoaOo3nsw+s/9Hw5euoKsHPa9R0liPiZg1m/r0ebbKYhLYCcY7da8Kbo0ayynJUEQxH8HAwMhvDyZcdC5uR9x/+H3JT7Jg3eV/pz75/MN4Fm5ewmrFFeujkJY+HYUFcmft5VIchH69DecPtsVeXnFcyCmJprPb2Jh4QYnJ2aMc1FRAc5f6IfYuNLzm6SmheHipYF49nw9AEAoVD7Oum6dBahUkbmGrLBQhDt3Z+L8hX748EGx/CYZGW/w9Nk6nDjVDidPtcPbd8dKPf6EbhFQcyoszN0YtoKCDJw51wNv3x6HVMqeK83Ofo8rV0ciInIva19Q3f/B2Fh5TWoDE2N71K3DXoMYEbkXV66ORE7OB9Y+qbQIb98ex5lz3VFQkMHYZ2lRGTVr0LOXPkJaKIbOC6QFGaQF0oIM0gJpQQZpgbQgg7RAWiAIgtBXDIVGCOrbimFL/5CMIws3MWw8Hg8NBrbj3D/fwAB1ejVn2KRSKf4augQ3t5xCoUT+e/+CXBHOrdqDXztMQ2Zicay3VUXNx3rbuVdE1Ra1GTZJgRjre8zF8wvBpbb78OodNvZZgItrDgAAzGyVj/XutmgUfJrWYtjEogLsnfob1veci9c35OeTK0liVDwu/rYfK1pMwM8tJ+LRkWulHn9Ct+gwcyDs3Jm5cfIysvFb5xl4dOSa3Pje1PhP2Dx0Ce7tZuew6bFkDMxt9Su+18LeGt0XjWbZ7+0+j81DlyDtfRJrX1FRER4duYbfOs1AXgYzvtfB0xntputfrlPSAmkhMSoOO79diUUBQ3Bk4Z94++AVihSIoSsUS/D8fDB+6zwDe6etQVGJGDpDEyH6rZqsLrfVgqHQCP1Xs31+dfkh1vWYg8RI+QUFX115hNVtpyA1lhm3ZGZjgR5LvlGLr4R6IS0U02hYR1QOqsawFYol+L3fQtzYfAKSAnZOuOzUDOydtgZnV7BzALSZ0g+O3q5q81cdkBaKIS2QFmR8zVoolBRi8/CliLgVytrXZ8UENB3VRfNOEQRBaAihUIiB/Zmxx+/fv8esufMYNh6Ph+FDhnDu38DAAP369GHYpFIpevfvjz//2lxmDcYfVqxA05atkJBQXEi8UiVuxeTLAw8PD7RpxZwPLygoQLtOnXHm7LlS2714+RKdu3XHytXFNc/s7JSfq/5h6RK0bMGcMxeJRBg3YSI6dO6Cq9euKdRPREQkfl69GvUaNUa9Ro2x/+AhqsFI6A0ODg74cdkyln3b9h3o038A4uPjWfuKiopw4NAhNG/dBunp6Yx9Vby8MG/2bHW5qzYWzJ2Lyh4eDFt6ejpatGmLA4cOyc/tEReHPv0HYNv2Hax9K35YrtL5SRuQFnSHDWvXsmtbPXmCpi1b4eEj+fkcHj56hKYtWyHkCfNdpVAoxPo1a9Tlqtpo26YN6z4HAEaPHYfFy5aVUtsqG98vXYrRY8ex9g0a0B8tW7RQh6uEmnj56hU6du2GzMxMht3R0RGXz52Dp6enljz7evlt9SrY2NgwbPeCg9GoWXPcuHmz1HbHT5xEo+bNEREZybDz+XxsWLsGBgYGavFXHYweORIN6tdn2MRiMbr06ImNf/wpv2ZzSgq+nTgJS5f/wNo3a8Z0VK3qozZ/1UFp15XzFy+iXadOeF0ix5SMi5cuoVHzFoiJiWXYbW1tseIH9rEhdBeJRIJ+Awfhmpy60L+tXo1x3+jf/L2+Ut3PD8OGsueTQp48QWC9ejhw6FCZOYBCnz5lzK/8GxsbG8yfQ/fyBEHoJkKhEXoNYL5f/Pg+EYvmrmDYeDwe+g/tybl/AwMD9OjbiWGTSqUY2W8Stv+1r4x59zz8+tMf6NJyED4lFMfMOVaqwHl8VXHzcEHz1o0YtoICMfp2GomLZ0uf7w57EYEB3cZg/erNAABbO2ulfViwbDqatGjAsIlE+Zgx/n/o23kUbl0rPbf3v3kT8Q7rVv2Ftg17oW3D3jh28AwkYsoNog9Mm/ct3Cu7MGwZ6Zno3mYIjh08I3eu9X3cR4zsNwl7tx9m7Vv04yzY2tmw7LqMvYMtvls+k2Xfu/0wRvabhA/xCax9RUVFOHbwDLq1HoyMdOZ8SOUq7pgyhz3npeuQFkgLR/adwpzJi1n2+o3rYNfRP2FsrD95mFXla9eCDDovEGVxeO8JVpyFk0tF1v3tfwWh0Ag/rVnEsl+9cAt9Oo5A1Ou3cttdu3QbHZv1R1wMsxabja01Fv2of/M5g0f2Rd36tRg2sViMQd3HYssfu+XOu6empGHWxEVYtXwDa9/EGaNRpap+vUMiLRRDWiAIgiD0GUMhH3V62DNsGQkFOL40hmHj8YD6fR0498834CGwK7N/qRTYMuY1bu9MQKFEKrddQV4hLqyNx5qeL5D5qfhe29JR8zWB7FyN4dOUuXa+sECKjQNf4eXl0ms8fQjPxZ9Dw3F5Y3F+LDMbgdI+dJnrBu9GzPwiYpEU++e8xe+DXiHidkYpLZl8epOHSxvfY3WnZ1jd6TlCTqSgUCz/+BO6RdspzrBzY85F5WUUYl2flwg5kYyiIvb3mPY+H1u/eY3g/excCd0WuMPMVr9qbFnYGaLLPDeWPXh/ErZ+8xppH/JZ+4qKpAg5kYy1vV8iL4MZf+DgYYw2E53U5q+6IC2QFmSQFkgLMkgLpAULO0O0+pa9rjI1Ph8r2z/DnV2JEIvY7y9kJEWLsHNyJA4teMfaxxfw0GWufuQCAIqfbfosr8yyh11Lx8aBr5AYlSe3XdiNdPza7TlS45laMbUWoNtCtrZ0nQYDK8CjtjnDViiWYtOwcNzcngBJAVsPOaliHJj7Fud/Za+7av2tExyrmKjNX3VAWiiGtEBaIAhFUH7GivhqGD5wAH7fspVhS/j0ibHdvHEjVHZ3V6r/BTOnY/ehQ8j5V7Ha3Nw8TJw9B8tX/4I2LZrDq3JlGAuFSEpJQdjr17h2+w7y8j6fxE1NTfD7L6vQc8gwpXxQhRXfL0KD2+0ZAdrJKSnoPmgI/Kv5omXTJqjo6AiJRILET0m4HRyMZy9f/fNZPp+PbRvXo9tA5QqgCwQCHNj6N1p06Y6wCOaiuEvXruPStetwsLdDo3r14OnhAVsbawgMBMjIykR6egZeR0Xh6YuXSE0rfbKb0G3i3r/Hmj/+xJo//oSJiQn8q/nCv5ov7GztYGVpASNDI2RlZyMtPQ0vw1/jybPnyCix6FmGiYkJju7aAZ8qXhr+X6jOpNlzse/I0VL3SwrZQfx37t+Hnad3mf2mvI0sc78uwefzseevP1G/TXukpKb+YxeLxZgydz5+XrMO7Vq1gIebG/JEIkS9fYezly4hN5d9U9ykQQMsnjtHk+6XG6QFIDY+HoHNWpb5mWw5iS66Dx4CgUHpt4dzpk7G3KmKFflxqlQRW9evRe/hIxmBtR8SEtCxTz/UquGPhkFBcHF2QlJyCp6/eoWrN29BKmVPZs6eMgntWrZQaFxdI7BZC8TGvy91vyifPXG5ct16rNv0V6ltGtevh5P79pSLf+pk4TL5C+8vXr2GCt6+KvXt5uKMJzevq9SHplm2YB5uBwcj+CEz2c5fO3Zi96FD6Ny2Lap4eUJoJER0bAwuXLmGj4mJrH4c7O2we9Mf4PF4mnK93Nh3+AgmzZn35Q+W4Evn5xN7d6NJg/plfoZg8sevqxHy7BnevIv+xyaVSrFs1Wps2Pw3Ordri8ru7pBKpXgXE4MzFy8hPYMdlOLj5YWNq1dq0PPyo1YNf6xauhhT5y1g2MMiItCwXQc0ql8PdQJqoqKjIxISE/Eo9CnuPXgot6/fflgO/2rV5O7Tdb5WLcTExWGTnGR7ALBj337s2Ldfpf715Vr9b750rs3NYz8zTJozDzMW/q/UNgN798KGVT8rNP6HhASs/XMT1v65CWZmpqjh5wd/X1/Y2trAytISPB4PKalpeBcTg9vBwfiUlFxqX7/+sAzdO3UqdT9BEISu0L35EBy4xHz2S05nPgPUrdYUzhU8lOp/TI85OH17P/LyPz//i/Jz8cO2afjr2ArUr9ESbo5eMDIUIi0zGW/fh+Phq5sQFXw+5xsLTfHd6LWY+kt/eUOolWkDl2HIopuMeZy0rBRMWd0XVVz8EFS9ORysHVFYWIjkjEQ8eX0XEbEv/vksn8fHsvF/YfIqdhJQRRAYCLBqyk6MWtoebz+8Zuy79/wK7j2/AhtLe9TyaQDXCpVhaW4DA74A2XmZyMxJR8zHSLyOeYaMbJp311dMjM3w8+TtGL2sA/LFon/s2XmZmLthBDYeXoYgv2ZwsndDVm4G3n14jTtPL8mde+zQsA96txqpSffLjX5txuDByxu4/OA4w37t0WncenIBTWq1Q2UnH5iZWOBDUiwevrqFuMQ3rH6MhaZYNWUHjI30K+AEIC3IIC2QFmSQFkgLMkgLpAUZpAXSggzSAmlBBmmBIAiCO8O6dMSmw8cZtoSUVMZ2s9q14OGkXFHGuSOHYu/5i8jJ+3x9yhWJMGXlb/hx6060rlcXXi7OEBoZITktHeHR0bj+6Any/hXXZGpsjA1zZ6LP7AXyhlArP0wahxsjn0DyryIFyekZ6DVzPqp7VUbzOrVR0d4WhZJCJKSm4m7oczyP+nxt4fP5+Pv7Beg5g3vMClAcp73nx8VoM24KwqOZyVcu33+Iy/cfwsHGGg1q+sPT2Qm2lpYwMDBAZnYO0rOyEBEbh2cRUUgtJW6X0H3MTEywa/n3aDt+CkT5nxPIZebkYNj/lmLpX1vRvE4g3CtVRHpWNl5Hx+DCvfsMzcro27YVRvXQz4LXY3t3x/XHITh2lVnY5dSN2zh/JxjtG9VHVXc3WJqZIeZjAm48foI3cmInTY2NsfuHxTDRwyS+pIViSAvAndBn6D1rfpmfyfzX+igZQUNGg88vPfZzzezpGNC+jUI+BPh4Y8WU8ZjxyzqGPTw6Bk1HfYuGNf0R6FsVFe1tkZCcipCw1wh+/kJuX6unT0Z1L/1Kdtm0di3MHzUMP23dybAXFRVhzZ4D+P3gUdTz90Nt36qwt7YCeEBqRiaeRUQh+PlL5IpEcvsd2KEthnTuoIn/Qrnh5GCPv76bh/7z/seI2f+YlIwuU2chwKcKGtTwh7OjA5LTMvAi6g2uPQqRG7M/c+hAtKkfpEn3y42gwaMQJyfuWoZIThLY1bv2YsMBdpJwGY0CauDoLytK3a9L/Dx1AkLCXuPFG2bS3/efkjDsf0sx+zcbNA4MQBUXF1hbmiNPlI+PyckIfvaS1UaGwMAAWxcvhI2lhSb+C+VGr5nzcPfp81L3F8gpEHPg4hWcunm71Daujo54uGdrqft1jfjET1i37yDW7TsIE6EQ1b08Ud2rMuysrGBlbgZDQwGyc/OQmpGJsHfRCH0dgYxs9voiADARCnFo5Q/wdtOfhDMypq78DQcuXi51v7x7tLvPnqNim85l9ptw+YzKvmmK2IRE1BsyqszPZMuJD+41az4EZRRjnTlsEGYPU24ttKa49+wFzt5hF5Pi8XhYvnkblm/eplL//du1wdo50xX6bIFYjJM3buHkjVvg8/mo4uqMmt5V4OTgACtzM5gYC5GZnYNPqWm4/+IlXr2NlnudBoCGNf2xfcl3KvlOEAShL/h4D0RYOPMeLC+Pmd+kUsXGsLBQLr9JrYAZiHpzCBLJ5+d3iSQXd+/NQWjoL3Byag5Ly8owMBBCJEpBenoEPny8jcLCz9dOgcAUjRutxqUrQ5XyQRXq1V2EE6faQyr9fH8ryk/BpcuDYWNdDZUqNYGpqSOKiiTIy/uExMRgpKZ9zm/C4/HRvOkGXLw8SKnx+XwBWrX8G2fOdkN6BjO/yfsP1/H+w3UYG9vDsUIQLCw8IBTagM83QEFBFvIL0pGR8QapqS+Qn09x1vqKoaEZWrbYjDPnuqOw8PM8i1ichWs3xuLxkxX//xt1Q35+BjIyIhEXf4WhWRmelXvCt6rmf0flQTXfkfjw8Taio08x7DGx5xAXfxkuLq1hbeUNQ0MLZGfH4ePH28jMYif6FAhM0bLl3xAI9C8+IiExGJcuswuR/5uCgiyW7diJFuDx+KW2adTgZ3h59VbVPY1BWqDzggzSAmlBBmmBtCCDtEBakEFaIC3IIC0QBEHoJw0Ht8eNzScYtsxEZqy3d5MA2HsoF+vdcfYQPDhwGfk5n6+RBbki7J+xFudW7oZvy9pw8HSGodAQWckZSHgdg9c3QyHO+xzrbWRqjIFrpuHPAaXnglIXPZd+g59bhqJI8vk9fHZKBv7o9x2c/Dzg0ywQVo62KCosRGZiGqLuPcf7F5/jVXh8PoZvmovf+y5UanwDgQHG7Pwffu0wHQmvYxn7wq4+RtjVxzC3t4ZXg+qw93CCmY0F+AID5GXmIDc9C58i4xH/PAo5aex5LEI/EJqZYPS27/BbpxkQiz7HiYkyc7F11A84/cN2+DStBVs3R+Rl5CAhIhYvLz1gaFZG3d4t0WRE2bEjukqzMd3w+mYonpy4ybA/PX0HLy7cR/V29VDR2xXGFmZIiU1AxK2nSHrLju81MjXGmO3fwchE/+J7SQvFkBaAtPgkXNlwGFc2HIahiRDOfpVRqZoHzO2sYGJpBgMjAfKz85CTlomPYTGIexaJvAz5MXSGJkJ8u3cpHKu4aPh/oTr+7eqj9aS+uLLhEMP+5t4LLA0aBd+WteHk5wlzO0ukvU/Cm+AXjGu0DL4BH8P/mgcrR1tNuV5upMYl4ofGY8v8TH42O4buj/7fgS8oPYau3bQBaD9joMr+aQrSQvH6wlFbFmJFiwnISf28xq9QLMGBWetx4dd9qNaqLuw9KqIgrwBJb+Lx4uIDFOSy1x1UaVQDXRYM16T75QZpgbQgg7TwdWvhTfALvDgfzLLzeDyc+WkHzvwkP1+3otTt0woDf52qUh8EQRDqZOTwYfj9zz8ZtoSEBMZ2i+bNULkyu+itInw3fx52792LnH/VgsrNzcWEyZOx7Mcf0bZ1K3h5ecFYaIyk5GSEhYXh6vXrJWowmuLPDRvQvbfmY+h+/ulHXGvUmFmDMTkZXXv2hH/16mjZogUqVaoIiUSChIRE3L5zB8+ef17Lx+fzsWPLFnTp0UOp8QUCAQ7u3YtmrVojLDycse/i5cu4ePkyHBwc0LhhQ3h6esLW1qa4BmNmBtLS0hEREYHQZ8+QmppaygiErnP7zh107dmrzM9kysndElA3CHx+6XGpG9etxaABA1T2T1OMHzcW165fx+GjzNp7x0+exJlz59CpQwdUrVoVlpYWiI6OwfUbNxD1hp3DzdTUFAf27oGJif7FFpiZmWH/nt1o3roNRP/KC5CZmYmBQ4Zi0eIlaNG8OTw83JGenoHw8HCcu3CBcf6SMaBfX3wzerQm3S83SAu6cV6oFRCA1T//jCnTmWtKw8LDUb9xEzRu1BC1A2ujUqWK+PgxAY9DHuPuPfZzFwCs+WU1/KtXV2hcXePPjRvwOCQEb95+niOQSqVYuvwHrN/4O7p06ojKlSsX17Z69w6nz55Deno6qx8fb2/8vn69Bj0vP1asWoWfV60udf+/833IiI2Ng00FxzL7ffroIdzc3FT2T5388ttvSElJYdnT09PRoGlTlfs/dewomjRurHI/mkIXtODs7Izd27ejW69eKPxX3oRXYWFo2bYd/KpVQ8sWLeDkVAmFhYWIi4vHpcuXER0TI7e/5UuXoF3btgqNrSvw+Xzs3bkDQY0aM/QpFosxedo0rFi1Cu3atkFlDw/k5eUhKuoNzpw7h9xcdk6opk0aY8miRZp0v9zo1LEDZkybhl/XrGHYb9+5C7+AALRt3Rr+/v6wt7dDXFw87ty9y3iOk2FgYICdW7eiYsWKGvK8/IiNjUVA3bLzJWVnZ7NsXXv2gkBQes3mubNnYd7s2Sr7p07u3L2L02fPsuw8Hg+Lly3D4mXLVOp/YP/++H39ui9/UEfQthZ+XbkSjx+H4PkLZp63+Pj3GDhkKKY5zkKzJk1QpYoXbKxtkJuXiw8fPuJecDCrjQyBQIBd27bBxsbmi+MTBEFoi0HDe2PrH8yavZ8SkhjbjZvXh3tl5XKYzZg/Hgf3nEDuv3J75ubmYfak77H6h41o3roRPL3cITQWIiUpFa/Do3D7WjDy/pWD29TUBL9sXIohvb5VygdVWPTjbNy+fp8xb5WSnIbBPcahWnUfNGnZAI4VHSCRFOJTYhLu336El88/10rk8/nYsHUlBnUvOwaqNAQCAbbsW4uuLQchIpw5b3T90m1cv3Qb9g62qNewNjy83GBtYwWBQIDMjCxkpGciKuItXjwNR1pqulLjE9rHzMwUm/esQbdWgyESfV5/kJWZjbFDpmPF4rVo0qI+XN2dkZmehYjwN7hy4abcudae/Tpj6GjN1zItD0aOG4Rb14Jx6uh5hv3sycu4dO4G2nRohipVPWFhaY64mPe4feM+3kWxn6FNTU3w9561MDEx1pTr5QZpoZivWQs/fv+b3Hmr56FhqOmh+hzfm6THKvehSb5mLcig80Ixg3qMxf07petXXCBm2Y7uP41zJ0vPdevi6oQbIadK3a8P7N95lGXrP6Rnme/f9J22HVtgwvRR+P03Zu7D+3ceo1HNjmjepjH8/H1ga2eD9/Ef8eDOY8a9uwwDAwNs3LYSjhUdNOV6ucHn87Fp169o27AXUlPS/7GLxWLMm7oUa1duQsu2TeHm4QJRnghvo2Jw+dx15Oay12Q0aFIXc7+fokHvyw/SAmlBxpzJi3Fkf+nnc4mcNYn37zyGl0OdMvvVt/smgiAIfaR+/wq4tZ1ZtybzE/PevkpDS9i5Kfcs136qMx4eSUJB7ufn7IK8Ihyc/w7n18TDt6k17D2MYWjMQ3aKBAkRuYi4kwmx6PPnjUz46L/CE5tHsu8j1E33he5Yffc5iiSf6yDkpEqwaXg4KvmawKexFSwrGKFIIkVmUgHe3M/Ch7DPc/Q8PjBkbRVsGhYur/svYiDgYdQmH6zp9RKJkcz7h/AbGQi/kQFzOwE8gyxg724MU2sB+AIeRJmFyM2Q4NObPMS/zEVuOvv5lNAPhKYGGPGHD9b1fgGx6LMORVmF2D4hEg6r4uDdyBK2rsbIy5QgMTIPr66lMzQro3Z3OzQaXHZMlq7SdHhFRN7JQOgZ5tqHZ+fT8PJKOvxaWcOxigmMzQ2QGp+PyDuZSIpmr200MuFjxCYfGJmUvi5eVyEtFENaIC3IIC2QFmR87VpoO9EZb4KzEHE7g2HPyyjEgXlvcfKnGHjVt0RFHxOYWQsgyZciK1mM6CdZiHuWAyn7dRgAoN+PlVHBU7/W1FRvbYNW4yrh6qaPDPvbB1n4sUUoqjazgpOvKcxsDZH2IR9vHzDv3WXwDYCh66rAsoKRplwvN/h8Hob/7o3VHZ8jJ+3zM0ChWIrDC9/h0vr3qNbCCnauxhCLivDpnQivrqShII8tBK/6Fug4S/9qMAKkBYC0IIO0QBBlU/qKAIL4f+rUCkANv2p4/iqs1M+MGKR8ckHnSpWw4/eN6DdyNCtQ62NiInYdOFhme6FQiH1/b0Z136pK+6AKtWr4Y/nCBZi3ZClr34uwcLwIK31SmMfj4ffVK9GpbRuVfLCztcWdC2cxcuJknDh7jrU/KTlFrp3475GXl4eHIU/wMOQJ57bOlSph++8b0LJpEzV4pn5y8/KQISd5QlkUFhZybqPreLi54dyhA+jYtz9SSiQRev/xI7bt2ffFPurWqoXje3aWuXBQlyEtFC/YV+b/k5PDfhD6N/8OmlWErh07YNNvv+DbGbMYi/oBIPT5C4Q+l7849N+MGToEP3ynXAEGXSAzK5vzd5Gfn4/8/NKPdfYXviddJ0vOYmWuZGZZlYMnmsXQ0BCn9u1B+159EfLsGWNfbm4eDp04+cU+7O3scO7QQbg6O6vLTbVSIBYrdW76Uht5QfpE2VhbWeHCkUNo06MXomPjGPvS0tOx++ChUlp+xtPDHeePHISlhYW63FQ7E8eMRkpqGpauXMXad/f+A9y9/+CLfSxdMA9jRwxTh3sa4WvVglTKfkkqozzuCfXxWq3M/zsvL4+RCLYkuWXsK4ucnFwEP3yE4IePOLUzMzPFr8uXYfTQsovEEwRB6Ap+lQPh7VodkXEvS/1M92bKn9McbZ3ww/i/MGvtUBSViAhJSk/A6VtlzxEZGQqxcvIOeLlUU9oHVfD1qIlJ/b7Hmn3sgpJR8a8QFf+q1LY8Hg8LR61B01rtVfLB2sIOO5dcxf82jcO1R6dZ+9Myk+Xaif8O/l518Ov0vZi5ZjBEBcx7m9iEN4hNYCcwLknTWu2x7NtN6nJRI/w44W/kiXJw59klhl1SKMb1x2dw/fGZMtsbC03x2/R98PUIUKebaoW0UAxpgbQgg7RAWpBBWiAtyCAtkBZkkBZICzJICwRBENyo7VsV/l6eePGGXfBYxrAuHZXu37mCA7Z8vxCDFnzPitNOSE7BnrMXymwvNDLE7h++h19lD6V9UIUAH28sGf8NFm74k7Xv5Zt3ePnmXalteTwe1s+ZgQ6NGqjkg52VFW5s+R1jlv6EUzdus/YnpaXLtRP/Her6+eLAimUYMG8R8krE9kXFxSMqLv6LfXRs3AB/L5qvLhc1wrbFC5GTm4eLwcyYGrFEgtM37+A07pTZ3tTYGAd/Xo5aVb3V6aZaIS0U87VrobCwEBnZOV/+YAmy5BT8+jdiMTuBb1mM79sLqRmZWP73dta+e89e4N6zL8dpLx43GmN6duM0rq6waOwoZOfmYf1+doxbgViM20+e4vaTpwr316NlM2z6bi54PF55uqkRujRrjN/nz8LEFatRWMi833saEYWnEVFf7GNU9y5YOv4bdbmodjJzcjj/LvMLxMiXkzhbRracBLG6irWFBU6sWYlu02bLvT9OTE3D0SvXFe7PWGiEPxbMUfk+Whtk5+Zx1oJYIkFGdunx6Fbm3M/5ukJefj4evQrDozLWBZeGk4M9ti5eiOZ1AtXgmfrJFYk4a6GwsEipa7yuIi1S7v+Tk8dOxPRv8vMLlHVJY5QWKy6VSsvlO84VlX2MSqOoqAgRMXGIiIn78odL0Lt1S2ycPxMmxkKlxiYIgtA37O0DYGNTDWlppd/HeHsPULp/M7NKaN5sI65eGw1piTjr3LxERL0pO7+JgYEQLVtsho21dvKb2NnVQN06C/DwETu/SVp6GNLSy7r/46FRw1VwdVUtv4mxsS26djmHm7cmISaWncdEJEqWayf+Ozg4BKJNq+24fHUkCguZz9CZmW+RmVn6ey8Zri5t0azpenW5qBFaNPsdl8U5iH9/lWEvKhIjNvY8YnG+lJbFCASmaNNqO+ztaqjTTbUhLSpEQQH3dYlicdm5BgqLuM2V6gJfuxYAOi/IIC2QFmSQFkgLMkgLpAUZpAXSggzSAkEQhP7hFugDp+qV8eFl6THLDYcon9vC2skewzfNw+ZhSyEtEeudkZCC+/suldKyGIHQEKO3fwcnXw+lfVAF15pV0H3RKBxbtJm178OraHx4FV1qWx6Ph4G/TYV/u/oq+WBua4XZl9dj5/iVeHqaHb+YnZwu1078d/Co44uxexbjryFLIM5jxvd+evMen968/2If/u3rY9ifc9TlokYYsXke8nPy8OryQ4a9UCzBszN38ayUdjKMTI0xbs8SuAboZ3wvQFqQQVr4jDgvH9GPwxH9mHvhYNk1umqzWuXvmIbotXwsctOzcG8381lTKpUi7OpjhF19XGZ7vgEfQzbMUvlarS2kRVLkZXCPF8vPKTs+TKwHMXQl+dq1AAB27hUx+djPWN9zLnJSme840z8ks46NPNwCffDtvmUwEOhXUct/Q1ogLcggLXzFWigjzlqZ62ZJSt6HEwRB6Bp1atdGDX9/PH9R+vrbEcOUrznh7OyMndu2ou+AgewajB8/YufuPWW2FwqFOLBnD6r7aScXdK2AAPywdCnmLljA2vfi5Uu8eFl6Dm0ej4c/NqxHp44dVPLBzs4O927dxIjRY3D8JLt+T1JSklw78d9AIpEgIyODc7usrKwy9xcU6N+z/K7t25CdnY3zFy8y7GKxGCdOnQJOnSqzvampKY4dOojAWrXU6KV6CapbF0cPHkTv/v1Z9VAio6IQGfXl9fOdO3bE9i1b1OWiRvjataAr54VJE8YjJTUFS5YtZ+27c/ce7ty998U+li1ZjHHf6G8+B2tra1w6dxat2rVHdEwMY19aWhp27dn7xT48K1fGxbNnYGlpqS431YpIJOKsR6lU+sU2Je8bdZHS1m1/qc6mouhb7UFd0ULHDu2xe8d2DB81mnVeexUWhldhX84xwePxsHTx95g3ezansXUFDw8PXDhzGu07d0FKSgpj3/v377Ft+44v9lG3Th2cOHJEb2s2A8CqFT8hLT2N9f+VSqW4ePkyLl6+XGZ7AwMD/L3pT5Wf57RFUVGRUvcLOTllz4eKlMwpoUnKzKuhxDEpSV6eftVg1LYWrK2tce7USXTo0lXuHEpiYiIOHTmisF/GxsZ6/dskCOLrIaC2P/z8q+LVi9elfmbgsF5K91/JuSJ+37YSowZMYd0zJ378hIO7j5fZXig0wua9a+Drp51YuBq1/LBw2Qwsmb+StS/sZQTCXkaU2pbH42H1xiVo27GFSj7Y2tng/O1DmDRqDs6eZN8bJielyrUT/x0C69bE9kMbMbLfJOSVyC/3Nioab6Oiv9hH204tsGHrz2ryUDP8sWM1cnJycPXCLYZdLBbj3KkrwKkrZbY3NTXBjsO/o2agnzrdVCukhWK+Vi2U9gyZm6Nfz37lydeqhX9D5wUgJzsXmRllv1cqiVgshjij9NxIWdZl51XSdZ4+eYmXz9n39wOH99aCN5pl8Yq5SE/LxN7thxl2qVSK65du4/qlsmvRGBgYYM2mH1S+h9cmbh4uOHh2G/p1GonUlHTGvo/vE1nHRh616vhj99E/9XrenbRAWgCA3Nw8zteIwsJCzm0IgiCI8setpjmcqpniQ1jpz7z1+1dQun/rSkIMXVcFW8dGoERKa2QmivHgcFKZ7QVCHkb+6YOKVU2U9kEVXPzN0HWeK04sj2Xt+xieh4/hpdfo4fGA/is8Ub21jUo+mNkaYsYpf+yZFoVn59NY+7NTJHLtxH8H91rmGP13VWwZEwGxiPlDSnonQtK7L7+nr97aGkPWVFGXixph6Hpv5Oe+Rti1dIa9UCzF8wtpeH6h7N+BkQkfY7ZWhau/mRq9VC+khWJIC6QFGaQF0oKMr1kLAiM+xmypir9GhCPqHrv2QV5GIV5cTMOLi4rdL/L4QLcFbmg02LG8XdUI3f/njtwMCYL3M58zpFIg/EYGwm+UHTPJNwAGrvZS+R5em9i5GmPCvmr4fWAYctKY6w4yEgpYx0YebgFm+GabLwwE+lefVgZpgbQgg7RAEKXD17YDhH4wfGDpBQ8tzM3Rq0tnlfrv0bkTDm7bAksLC07t3F1dcenYEXRu11al8VVl1uSJ+GX5UhgYKJ5My9bGBkd2bMOYYUPLxQdLCwsc3rENv69eBTcXF5X6Mjczw7AB/RHgX71cfCPUg4OdXbn0IxQKMemb0Xhx9zZaNm2iVB9JycksWw0//Q0QVAZ5x8CxggMcHRw07kvtgJoIvnQeDYLqcmrH4/EwavAgXDt1HNZWVkqNTVrQLS3oAiMHD8KZg/vg6uzMqZ2pqQl+/WEZ/vztF/B43B9GPyXJf9j1r6ad5GTaQv5v8us6BrqkBRtra1w/fQIjBnEvJt6ofj3cv3wBtWr4KzU2aUE3+CTnezA2NoaPl5fGffFwc0PwpQtKPUt17dAe9y6eV/q5Q95xqFldO3pcNGcWdm/6A7Y23Cb9bG1ssHfzJiyYMV2pcUkLxeiSFrSFLmlBn2nbsgUeXb2C0UOHaNsVgiAITnRrXvp5y8zYAq3rdVep/1ZB3bB66i6Ym3BLXlnJ3g1/LTiNZoHaTdw0oss0zBqyAgZ8xefdrcxt8Ou0vejdamS5+GBuaolfp+3Fd6PWopKdq0p9mRqbo2vTQfBxpyLK+kTjgLbY/v0leDr7cmonMBBgdPdZWDPzAAwFRpzHLSwqRGY2O8jLx03z722MDIVYN/sQRnWdAYEBt8WOXi7VsOP7y2hYo5VSY6dmsud1vF218+6KtEBakEFaIC3IIC2QFmSQFkgLMkgLpAUZpAXtaoEgCEJfGdqlY6n7LExN0aNlM5X6796iKfb+uASWZtwWTbpVdMS5Db+hY+OGKo2vKjOGDMDKaRNhYKD40gdbS0sc+HkZRvXoUi4+WJqZ4cCKZVg/dwZcK6q24NLc1ARDOrVHDW/9Xsz7tdGuYX1c/WsDqlX24NROYGCAOcOH4NDKH2BkaMh53MLCQqRlshOz+VfRfFyB0MgIR3/5CbOGDYKAw7oJAPDz9MC1zRvQuj632GYZn9LSWTZ/L0+l+lIV0gJpQZdYOGYEti/9H2w5FjS0tbTEzmWLMHekcuuZ5H0PxkIjVHFT7Z0qV1ZOm4ijv/wEJwd7pfuwMjfDHwtmY99PS2HIMfFnkpzjUEMLv0kAGN61E07+thIujtySw5kaG2PV9EnYOH+WcjH7qfITV1Sv8nX9LnVBC04O9rizbROmDurH+dz8b+r6VcO97ZsxoH0bTu106TqlTbR5nXKwti6XfoRGhhjftxdC9+9E8zqBSvUh7zdBWgAcbW1QwdZW885oEdKC6rhWdMSW7xdg9w/fw8rcXNvuEARBaBQf74Gl7jM0NEdlD9Xmfj3cO6NVyy0wNOSW38Tc3BUd2x+Bm6t285vUrDEJ9estA4+n+P2/UGiDNq22w7dq+eQ3MTKyQOtW29G44SqYmamW38RQYAbvKv1ha0P5TfQJF5dW6NL5NKytq3Jqx+MJEFBzGtq03gkDA+7xEUVFhcjPZ89J2NpoPqeFgYEQbdvsQc0aU8DjcZtbsrb2RZfOp+Hs3EKpsUUidqyMjc3XtTaTtFCMLmmBzgukBRmkBdKCDNICaUEGaYG0IIO0oF0tEARBEMrTcHD7UvcZW5gisFtTlfqv1bUJvtm5CMaWppza2bo5Yuqp1ajRvoFK46tK26n90een8eBziPU2s7HA2D2L0WSEavnMZZhYmmHs7sUY+Ns02LoqX2ATAITmJmgwqB2c/b+uGCh9p3qbeph1YQ0q+bpzascXGKD9zEH4dt9SCIy4x/cWFRYiN40dN+VcXfP6MRQaYcLB5Wg3fQD4Am4xZJWqeWDWxbWo1qqOUmNnJaWzbE7VKyvVl6qQFr5eLVjYKZdLvSQCoSFajOuBRQ+2omqzWkr1Ie84aEMLPB4PQzfOQu8fv4WRqTGntjYuDph87Gc0GNROqbHlHQPLCjawqPB1FXsiLeiWFtxqeWPutY2oXI/bnBCPx0OjoR0x49xvMLVWLo6PtEBakEFaIC3I0BUtEARBfI2MGDas1H0WFhbo3bOnSv337N4dh/bvgyXHdb/u7m64cuE8OncqPfeIJpg9cwZ+XbWKWw1GW1scPXgQ34weXS4+WFpa4sjBA/hjw3q4qbhu2dzcHMOHDkFATcoFTXyZwsJCpMpZN12zhub1IxQKcer4McydPQsCjuvfq/v54c6N62jbhts6YRmfPrHjTGr4K1cnS1U6tG+H29evwY9jfTGBQID5c+fg+JHDMDJSIp8faQGAbmlBF/j+u++wZ+cO2HJcJ2xra4t9u3dh4bx5So0rr+6esbExfLy9lepPFTw8PPDg7h106dSJc9tuXbrg/p3bcHNzU2ps+Xr8uq7vuqQFbUJaYNK/b1/cuHIZVX18OLd1d3fD8cOHlTo/ydOjo6MjHB1Vy82nDLUDA/Hgzm00bMAtdobH42HUyBG4ceUyrJXM1aEreuTxeNiyaRN+WbkSpqbcYo9cXV1w4cxpDB+qZA4qHdKCNtEVLWgT0kIxTk5OeHjvLmZMm8b5/v3f1AsKwuPgYAwawL3eMUEQhDYYOLxXqfvMLczQpVfpcdiK0LlHO2zdvw4Wltzezbq6O+PoxZ1o16mlSuOryqSZY7Bs9QJO8+42ttbYcWgjho7uXy4+WFiaY/uhjVi9cSlc3JxU6svM3Az9h/ZE9ZrcanAQ2qV1+2Y4fX0/qlbjlgtdIBBg2txvsevIH0rPtaalprPsfjW4rS0sD4RCI+w9/hemzB7L+V7N188bZ27sR4s2jZUaO/lTCsvm56/5YwCQFgDSgrYhLRSjS1qg84J20SUtyNi34wjL1rBpECp7KfeORxHkHYfqWtACj8fD2r9+xLJV82FqasKprbNrJRw6uxUDhpX+fFQWSXKOgYOjPRwclc+7rywBgdVx8e4RBDXglpOax+Nh8Mg+OHl1L6ysucVNySAtkBZk6IoWCIIgCP2lfj+HUvcJzQ1Qq7NqtSICOtph1F8+MLbgtobb1kWISQeqo3ob7a6zbT3eGT0Xe4DPwX1TawFGb6mKRoPL5x2wiYUAo/+uiv4rPGHjzP258t8Izfio19cBzn7cYiYI7eLX0gbTTvijog+3e26+gId2k53xzTZfCIwUz3Ejo6hQipx0CcvuXE3z+jEU8jFuhy/aTHICX8CtXlilqiaYfsIfvs2slRo7K0XMsjlp4RgApAWAtCCDtEBakEFaIC0Ymxtg0kE/dF3gBkNj7t+ljAqexph61B+txztzbpuVrP3jABTPtQ36pQp6fu8OIxNux8LGyQgT9vqhfj/l8vHJOwYWDoawsOeel0tVXGuYY9bZGvCowy12iMcDGgysgClHqsPUSrmYTtICaUEGaYEgdB/lo/eJr4rBfftg/tLlEIvZJ/a+3btxXpgljx6dO6FOrQD8smEjduw7gKzs7FI/6+PlhdFDh2D8qBHlMnZ5MPXbcWjfuhW+/+lnnLl4CSKRSO7nbG1sMGxAf8ydOhkO9uX7QpvH42HsiGEYOXgg9hw6jMMnT+FO8P0yj6WMyu5uaNW0Kdq0aI5ObdvAzMysXH0jyp9Na37FgpnTcf7yVdy8excPQkLwLiZWobZmZqaoXTMAfXt0w8DevWCjQlH3jwmJCIuIYNhcnJwwftQIpfvUR67evMWyLZgxHSYm3CZqyovK7u64dfY0Dp84ifWb/8a9Bw8hlUrlftbY2Bhd2rfDjInjUa92baXHJC0Uo2ta0AXaNG+OF3dv4c9tO/D3zl2IfPu21M/a29lhUJ/emD7hW7g6c5+ckiHve+jVtQvq1ApQuk99pORx4PP5WLpAuQQu+oquacHU1BR/r1uLb4YPw68b/yjzvpHP56NhvSBMGjMafbp3A4/HbdL735AWdAN5ehw/aiScKlXUgjfF59wTe3fjwtVrWPvnJly9eQsSCfuFD1C8CKJ182aY+u04tGvZQukxxWIxbt8LZtjMzEwxf/o0pftUlQG9e6FtyxZYu+kv7Ni7H+8/fiz1sy5OThgxaCAmjx0DO46JtP4NaUE3taANdE0LmmbL+rW4efcubty5hwchIXjxKgzZOTlfbMfj8VC1ShW0adEM40aOQDUlkkcRBEHoAp0b98fafYsgKWTPu7dr0BMmQtXnvlsFdYOfZ23sOL0WJ2/uQY6IXRhMhnulKujVcgT6tfmmXMYuD4Z0nIjGAW2w8dBy3HpyHvli+c9PVuY26NZ0MEZ2mwFby9KD4ZWBx+OhT+tR6N58KM7c2Y9L948j9PW9Mo+lDGcHD9Sr3hwNarRCs1rtYWJM8+76iK9HAA78eBcnbu7CwUt/IyL2eamfNTO2QNv6PTCs8xR4OiufWObFm0csjfl51kbroO5K96kKBnwDTBmwBF2aDsSOM2tx+f6JMn8DVd1rol+bMejefCgEBsq/jn7w8gbLNrnf90r3pyqkBdKCDNICaUEGaYG0IIO0QFqQQVogLcggLWhPCwRBEPrKwA5t8d3GTRDLeU/bu3ULmBpzK5gsj+4tmqJ2tar4bfd+7D5zHlm5uaV+1tvNFSO7d8a43j3KZezyYPKAvmjXoB6W/LUV5+7cgyi/QO7nbC0tMaRzB8waNggONtbl6gOPx8OYnt0wvGsn7Dt/CUevXMfdp8/LPJYyPJwqoWXd2mhVry46Nm4As684nlCfqVXVG/d3/Y2dp8/hryPH8SzyTamftTA1Ra/WLTBtUH/4VnZXesyHr8JZGqtdrSp6tGymdJ+qYGBggGUTxmJwx/b4bc9+HLt6o8zfQIBPFYzt1QPDunRQqfjI9UchLNuS8WOU7k9VSAukBV2if7vWaFO/LjbsP4ydp8/hQ1JyqZ91ruCA4V07YUK/XrCzslJ6THnfw7jePeDkoPmknx0bN0T4sf04fu0mtp88g+DnL5FbSlyuDCNDQwT6+mBo5w4Y0L6N0tflayWOA5/Px/fjyqcgtTK0qlcXoft34K+jJ7D1+GlExcWX+ll7aysM6NAWUwb2g6uj8gunSx4DAOjRshlq+35dyU91RQtCIyOsmDIBUwb2w7YTp3H48jW8joktdS2RDDsrS7SuH4QxPbqiae1aSo2ta9cpbaHN69TvC2Zj7sihuHjvPm49eYqHL8MQ/aH0mOh/Y2ZijEDfqujdugX6t2sDG0sLpf34mJyC8OgYhs25ggPG9dbOPKW2kKeFuSOHwsRYqAVvtMPXroVOjRvi+t8bcTMkFMFPXyA0IrLM+7R/Y29thQY1/DGkcwd0adqIU7EugiCI/xJeXn3w8NEyFBWx46wre3SHQKB6rLOHe2fY29XC8xcbERm1H2Jx6Tk5rCy9UNVnCKpVG1kuY5cH/tXHwcW5FR4/WYG4uEsoLJT/PCwU2sC7Sn/UrDkFJsbln9/E13c4fHwGIerNYbx7dxKJn+6XeSxlWJi7oZJTMzg7NYerSxsYGlKctT5ib1cDPbtfRUTkPoSFb0Nq6stSP2toaI7KHt1Qw38CrK2VXwuWlBzC0pi9fS14eHRRuk9V4PMNEFT3O3hX6YdnLzYiOvpUmb8BW1t/VPMdCR/vgeDzlZ8r/fCBvS6xbp2FSvenj5AWitE1LdB5gbQgg7RAWpBBWiAtyCAtkBZkkBa0pwWCIAhCeer1b4Pj3/+NQjE71rt2j+YwMlU93rpW1yZwC/TB5XUHEbz3IkRZpcfjVajigsbDO6H5mG7lMnZ50GpCb/i1CcKp5dvx4kIwxCL5sd5mNhZoMLg92k0fAAt763L1gcfjoemoLmg0tAMeHLiMkOM38Sb4RZnHUoade0X4Ng+Eb8s68G9fH0IzivXWR1wDvLHg9ibc230eN7ecQvzz0uN7jS1MEdi9GdpM6YtKVZWP741+/JqlMbdAHwR2a6p0n6rANzBAj8VjUH9gW1xedxBPTtwq8zfgUsMLzcZ0Q8MhHWAgUD4+4fUNdqxM90Xai6ckLXydWhi8fiY6zB6Cl5ceIOrOM7x7FIaUmASF2grNjOFaywd1ejZHUJ9WMLVRPoYuIyEFCa+ZNQKsnR3QbEw3pftUldYT+yCwezNcXn8IDw9eQU5qZqmfrVDFBU1GdEaz0V1Vus94feMJy9Zh9mAYmXw9MXSkhWJ0TQv2HpUw6+JahBy7geubjuHt/VelxlobGhuhRocGaDOlHzzqKJ8DgLRQDGmBtCCDtKCbWiAIgviaGDJoIOYtXCi/BmOf3uVSB7Fn9+6oW7s2Vv36G3bs2oWsrNJzLvl4e2PMqFGY8O04nanBOG3KZHRo1w6LlizB6bNnS6/BaGuL4UOHYt7sWXBwKP9c0OO++QajRozA7r17cfjIUdy+e7fMYymjsocHWrVqibatW6Nzx45Ug5FQmAcPH7I0VrdOHfTq0UMr/hgYGOCn5csxbPAQrPrtVxw5eqzM30CtgACMHzcWI4cPVymfw9Vr11i2H5YuVbo/VQmsVQtPHj7Ath078Memv/D02bNSP2thYYE+vXth1rTpqFZN+Xt20kIxuqYFXWBg//5o16YN1qxfj+07d+H9+/elftbFxRkjhw/HlIkTYWdnp/SYV+R8DxO+/RZOTk5K96kK9vb2OHnsKC5cvIQ169bhyrVrZda2atOqFaZNmYx2bdsqPaZYLMatO3cYNjMzMyycN1fpPvURXdOCNiAtyKd+vXp4FvIYO3fvxqbNf+NxSEip81sGBgaoW6cOhg8dilEjhsPIyEipMa9cZetx4bx52qvZXLkybl+/hkNHjmD9xo24ey+4zJrNXTt3xszp01AvKEjpMT9+/Iiw8HCGzcXFGRO+Had0n6oyfeoU9OnVE6t/W4O9+/cjJSWl1M/6eHvjm9GjMX7cWJWeRXVNC9pAF7WgDUgLnxEKhVj98wrMmDoFm7duxcFDhxH++vWX8z/Z2aFdm9YYO2YMmjf7uvI1EQSh//QZ1B1LF6yWO+/evU9HmJqqfj3o3KMdatWpgQ2//o39O48iO6v0Wrde3pUxdHQ/jPx2ULmMXR58O2UEWrdrip8Wr8Wls9cgEuXL/ZyNrTUGDOuJKbPHwd5B+VrZ8uDxeBj+zQAMGtEbh/aexMkj53D/zuMyj6UM98ouaNqyIZq3boy2nVrAzEw33mcQ3KgZ6Idrj05g344j2PrnXrx8Fl7qZ80tzNCtd0dMnD4KPtWqKD1myMNnLI3VquOPLj3bK92nKhgYGOB/P8xC/yE9sOHXLTh19HyZvwH/gGoY9e0gDBzeW6W51pvX7rFsC5fNULo/VSEtkBa0CWmhGF3TAp0XtIeuaaGgoABH959m2QcO7622MRM+fkJEOHPNj5NLRYz8drDaxvwS304dia69OmDjb1twZN9JpKakl/pZL+/KGDamH0aMU+3545YcLcyYPx4mJtpZO+pe2RVnbuzHicPnsHnjTjy896SMeXch2nVuhYkzRqF2UIDSY5IWiiEt6KYWCIIgCP2jbm8HnPwxFoVi9nUrsKsdjExUz/kf0NEObjXNceXPD7h/MAn52YWlfraCpzEaDnZE0+GO5TJ2edDym0rwa2mNMytj8fJKGsQi+dd4U2sB6vdzQJtJzrCwMyxXH3g8HhoPdUSDAQ54eDQZoadT8OZBVpnHUoadmxA+TaxQtakVqrexgdBUN44rwQ1XfzPMvVgTwQeScHtHAt6/Kj0XgtDcAIFdbNHqWydU9Fb+PUXMk2yWxtwCzBDQSfk4T1XgG/DQbb476vVxwJU/PiD0TGqZvwHn6qZoOrwi6vevAAMBT+lxI25nsGxd5rop3Z+qkBZICzJIC6QFGaQF0gKfz0Pbic5oNKgC7h9MwqOjyfgQloOiL9wqGlsYoEoDSzQa7Ai/1tbg87kfi4zEAiRG5jFs1pWM0HR4Rc59lRctxzqhVmc7XN30AY+OJiMnTf4aDqD4+aPRYEc0UfH5Q54W2k911tozjZ2bMaaf8MeTUym4uTUB7x5lobSwTENjHqq3sUXrbyvBPVCFHFKkBQCkBYC0QBD6Ak/6pYh9QuuEhISgTp06eHDlEmoH1NS2OxpBIpHg4ZMnCI+IREpqGgrEBTA3M4O7qwsC/P3h4aa9By9FyMvLw50HDxAbF4/k1FRIpVLY29qiejVfBAUGarTArkQiwZNnzxH3/j1SUlORmp4OALAwN4e1pSU8K3ugmo8PrCwtNebT18qOffsxevJUhu3y8aNo0aRxuY2Rlp6OqLfvEBMXh0/JycjJyf3n92NpYQEba2tU9a6CqlWqgM/nl8uYuw8ewogJkxi2v9b8ilFDvq5gBZ+69fD2X0XIPT3c8fLeHRgalu9LImVJSk7Gg5AneBcTg8ysLPD5fNha26CqdxXUqx1YLosZSQvF6LoWdIGot+8Q+vw54t5/QE5uLoyFQjhWcEB1X1/UquFfLuenb6ZOw7Y9+/7ZNjAwwLPbN1HVW/kAXn0j7v17VA6ozbAN7tsHO/7YqCWPtIOuayE3NxcPn4TidWQUUtPTUFRUBEsLC3h6eCAosBYc7FUvoE1a0B3a9uyNa7du/7NtZWmJyMcPYGtjo0WvPpORmYkHIU8Q9fYt0jOKJzetraxQxdMT9WoHlsszw617wWjZtTvDtmDmdCydP0/lvsuLl+HheP7yFd5/TECeSAQTY2M4V6qIGtX9UN1X+cRs/4a0oB9a0AS6rgVNI5VK8S4mBjFx8Yj/8AFp6enIzcuDVCqFlaUlrC0tUaGCA+oEBMDG2lrb7iLk6TPUa90Wjx8/Ru3atb/cgCAInUI2775v+S1Uq1xL2+5oBEmhBC/fPsa796+Rnp0KsUQMU2MzVLJ3RVX3mnB2UL7omCYQFeQhNCIYH5NjkZ6VAqlUCmsLO1Rx8UN1rzow4Gtw3r1QgvDop0hIiUd6dgoys9MAAKbGFrAws4Jrhcqo7FwVFqZWGvPpa+XEjd34/q/xDNvmhWcR5Ke+gneJKe/x8l0IPiTFIk+UA4FAAGsLO3g6+8Kvcm0YClSfB/zr2M/4/fByhm3T/FOo799C5b7LA7FEjFfvQvD2fTjSs1IgkUhgamIOJ3s3+FUOhKOds8pjFIjz0WycG0T5nwMgA6s2xLZFF1Xuu7wgLZAWZJAWSAsySAukBRmkBdKCDNICaUEGaUEzWlCFsHehGPhdU5rvJYivFNl88d3tfyHQ10fb7mgEiUSCR2Gv8To6BikZmRCLxTAzNYFbRUcEeFeBu1MlbbtYJnmifNx79hyxCYlITs+AFFLYW1nBz6sy6lbz1XicdmhEFOISEpGamYnUzOKC1hamprAyN4enixN8PdxhZW6uMZ++VnadPoexy39m2C5s/A3N6gSqbcz4T58QEvYaMR8TkJObB4FAAHtrK/hW9kCdalVhqELSVRk/bd2JpX9tZdjOrv8FLYPqqNx3eSCWSPA47DXC30UjOT0DEokE5mamcK9UEYG+PnCpUEHlMfILCuDUrhty/1UMtlFADVzZtF7lvssL0gJpQZd49fYdnke9xYekJIjyC2AsNIKTgwNqVPGEn2flchmj46QZuP4o5J9tK3MzvDqyD7ZW2l+XVFhYiBdv3iIiJg7pWVlIz84GpIClmRmsLMzh6eyEAJ8qECpZdE5GXOIn+HTvx7AN7NAWWxcvVKnf8uRNXDxCI6IQn/gJuSIRhEZGcLS1gZ9nZQT4lM+aom9/WIkdp87+s21gwEfI3u3wcdftdX/lia5rISM7GyFhr/EhKRnpWdnIzs2FkZEhrM3NYWtlhRpVPOHpovq8jK5fpzSBLl6n0jKz8Cb+PWI+JiApLQ05eaJ/nv8szcxgbWGBqu5u8HF3Lbd1hnvPXcToJT8ybH8smI0R3TqXS//6gl/vQXj3/sM/25WdnfD0wM5yuS/UF0gLbFIyMvA2/gPiEhPxKbX4N1kgFsPMxATWFuawsbRANQ8PVHFz0barAIAn4RFoNGIszZsTxFeKbN68e9fLsLf/OvKbFBVJkJT8BBnpkRDlp6KoSAyBwAzm5i6ws/WHhYVuP+dIJHlI/PQA2dnxEImKC3EbG9vCxtoX9vaB4GswzrqoSIKUlOfIzolHfn4a8vPTAQCGhmYwMrKCpYUHrK19YGSk/XmE/zoRkftx6/YUhq1Th2OoVKn88puUJCfnA5KSQ5GdHQexOAd8vgDGxnawtvaBg30t8Pmqx0c8Cf0FIU+Y7wM6tj8MJyfdKGJdVCRGUnIo0tMjIBKloKhIAkNDc1iYu8LePgBmZk4qj1FYmI/de6tCIvkcK+PoWB9dOp1SuW99grSgH1qg8wJpQQZpgbQgg7RAWpBBWiAtyCAtaEYLqpCc/AwnTrWh+WKCILSKbN563o0/4FbLW9vuqJ1CSSFiQl4j4XUMclIzISmQQGhuAltXR7jW8IKdu/YKPChCQV4+3ga/QErcJ+SkZEAqlcLczgpOfh5wr10VfA3GehdKChH3NBJp8Z+Qk5qJnLQsAICxhSlMrMzhULkSKvq4wcSKYr3Vzb09F7BrwiqGbdrp1fBpWkttY6a9T0LMkwikxiYgPycPBgIBzOysUMnXHe6BPjAwVD2O4+zK3Tj9w3aGbcqJlfBtoRv3TYViCWKeROBjeAxyUjJQKJFAaG4KOzdHuNXygY2zg8pjiPMLMNujFwpyP8dNeTX0x8zza1Tuu7wgLXy9WshNy8Knt++RGpuIrOR05OeIUCgWQ2hmAmMLU5haW8DRxxWO3uUXQ3d//yXsGMd8Bh28fiYaD+tYLv2rSlFREeKfRuFDWDQyP6VBUiCG0NQYNs4OcKlZBRW8ymet76KAoUiO/vjPtr1HJXz/aFu5/N70BdJCMbquhazkdEQ/Dkdy9EeIMnPB4/NgZmMJRx9XeNTxhZGJUOUxSAvFkBZICzJIC7qvBX0gNjQSK5qPp3lrgtBDZHO9j4LvoXag+nIA6BISiQQPHz1CWHg4UlJS/7+GnDnc3dxQK6AmPDw8tO1imeTl5eHO3buIiY1FckpxLmh7Ozv4V6+OoLp1NV+DMTQUsXFxSElJQWpacS5oC3MLWFtbwcvTE9V8fWFlRbmg1c32nTsx6puxDNvVixfQonlzLXlUPiz78Ud8v2Qpw3bp3Fm0btVKSx4xEYvFePT4MV6FhSE5JQVisRgW5hbwcHdHndqBcHFRfU1afn4+7CpWQm7u5ziTJo0b4ebVqyr3XV7Ex8fj0eMQRMfEIDsnG4aGhrC3s4NftWqoW6dOudQHJC3ohxZ0gZevXuHZ8+d4//4D8kR5MDE2gbOzE2rWqIHqfn7lMkab9h1w9fr1f7atrKzwJjwMtra25dK/qmRkZODBw4eIjHqD9Ix0AIC1lTW8q3ihXlBQuVyXb92+jeat2zBsC+fPw7LFi1XuW5/QdS1oAtKCYiQmJuLR4xC8ffcOWdlZMBQYwt7eDhUdK6JB/XqwKYd6aFV8q+Htu3f/bHtWroyw5890pk5vUlISHjx8hLfv3iEzK7O4ZrONDXyrVkW9oKByqdm8a88eDB81mmHb/OcfGD1ypMp9lwdFRUV4EhqKFy9fIjHxE/IL8mFmagZXVxcEBtRClSpe5TKOrmtBE+i6FjQFaaFsMjIy8OjxY7z/8AHp6RnIys6C0EgIa2sr2NnZoaa/P7y8yud3qSwhT56gboOGNO9OEHqKbO798v1jCAisrm131I5EIsGTR88REf4GaSnpKCgQw8zcFK5uTvAPqAY3D93I3VQaeXkiPLj7GHGxH5CanAapVApbextUq+6DwLo1ND7v/jz0FeJjPyItNQ1pqcV1q80tzGBlZQkPLzf4+HrB0spCYz59rezbeRRTxjDreB+/tAuNm9dX25gf4hMQ+vg5YmPeIyc7F4aGAtja26BqtSqoVce/XO7lfvlhI1YsWcuwHTm/Hc1aNVK57/JALBYj9PELvA6LQmpyGsRiCcwtzODm7oyA2v5wclF93UZ+fgF8HIOQm5v3j61+4zo4fW2fyn2XF6QF0oImIS3ohxbovKAZ9EELmuDg7uOYOGoOw/bbph8wZGRfLXnEpKioCM9DXyHsRQSSPqWgIL8ApmYmcHKphBq1/OBZpXxqwAf5tkb027h/tj08XXH3+XmdmV9LTkpFyMOniHkXh6zMHPD5PNjYWqNKVU/UDqoJExNjlccgLRRDWtB9LegDT5+8RJv6PWm+lyAIrSGbs559vgZca3wdORwKJVLEhmYjISoPuWliSAqkEJoZwNZFCOfqprBzVf0aqU4K8grx7mEWUt/nIztVAkgBM1sBKlU1hXstc/ANeBrzpVAiRfyLHKS9z0dOmgS56RIAgNDcACaWBrB3N0ZFbxOYWOrGOrT/MvcPfMKeGW8YtsmH/ODdSH2x+mkf8hH3LAcpcfkoyCkE35AHc1sBKnqbwi3ADAaGqucCOP9bPM6ujmPYJu73Q9WmurEGoVBchNinOUiIzEV2qgRFYimE5gawdRXCtYYZbJxUX9sozi/C/OoPUZBX9I/Ns54Fph3zV7nv8oK0QFqQQVogLcggLZAWgOL71rhnOUiNz0depgSirELwBTyYWApgai1ARR8TVPQ2AY+n2v3rg8NJ2D01imEbuNoTDQc6qtRveVFUVHzP/DE8F1nJYkjypTAy5cPGSQgXf1M4VFY9ThoAljQKQUpM/j/bdu5CfHejVrn83sqDrBQxYp9kIzlWBFFWYXFOCGsBKlQxhnstcxiZqB5/Q1oohrRAWlCVuOfZWNXhOc1ZE2qHZosInUQgEKBhUBAaBgVp2xWlMDExQRsdSSAhEAgQVDsQQbW/jkQ1Xzs21tYa/76v3rzF2Pb19sbwgQM0Nr4uEB0bi7fRMQzbknlzdSZoBQAc7O3RuV1btY5BWtAPLegCVTwro4pnZbWOcfXmbcb2yEEDUdW7ilrH1DVK/iaNjIyweN6cUj7930XXtWBqaormjRuheWP1BYKTFnQDkUiEew8fMWyzJk+EbTkkMSkvrCwt0bZFc7Rtob5nmZJ6tLO1xaxJE9U2njJU9/VFdV9ftfVPWihGH7SgbvRBC5qGx+PB08MDnjqeZJYgCEJfERgIEOBdHwHe6kvCoE6MjUzQwL+ltt0AUHws/b3qwN+rjrZdIbSAo50zHO3Kp/BMadx/eZ2x3cC/Fer7t1DrmFwwFBiq/XzyNPIBRPm5DNuU/kvUNp4ykBZICzJIC6QFGaQF0oIM0gJpQQZpgbQgg7SgGS0QBEEQiiMQCNCgRnU0qKGfibhNjIVoVa+utt0AUHws6/r5oq6f+uIMCN3FpUIFuFSooNYxrj18zNhuXa8uWgbpzvsJQw2cT+4/f4lckYhhWzZhbCmf1g6kBdKCLuHnWRl+aozTFuXnI/j5C4ZtxpCBsLWyVNuYXDAwMECAjzcCfLzVOs71Er9JI0NDLBo7Sq1jcsXL1QVeruotOlLy3DS8Syf4uLupdUxdQ9e1YGVurpHrha5fpzSBLl6nbCwtNP68UlILVd3dMLRzB42NrwvEfPiId+8/MGyLxo6CoeDrWs5PWmBjZ2UFOysrBFWvpm1XCIIgCDnw+QI4VgiCYwX9zG8iEJjA2Uk38pvw+QI4OATCwYHym3yNmJk5wczMSa1jfPjIXJfo5NQcTk7N1DomF/h8Q7WfTz59egSJhBkrE1TnO7WNp6uQFvRDC3ReIC3IIC2QFmSQFkgLMkgLpAUZpAXNaIEgCILQLwwEBvCs5wfPen7adkUpjEyE8G2pG3EjBgIDeNTxhUcdivX+GrFxdoCNs4Nax3h9I4Sx7duyDnxb6E5BEQNDgdrPJ+8evEJBLjNuqsfiMWobTxlIC1+vFkxtLDR+HXh94wlj29HHDQ0Ht9PY+F+Cz+fDLdAHboE+ahsjJSYBydEfGbau342AgeHXFUNHWtAPLVjYW6NG+wZqHYO0QFqQQVogLcjQdS0QBEEQ5YtAIEDDBg3QsIF6ry/qwsTEBG1at9a2GwD+vwZj3boIqqsbuUaI/x5Xr11jbLdt3RqtW7XSkjdsDA0N1X4+uRccjNxcZpzJT8uXq208ZXBxcYGLi3rXz5MW9EMLukB1Pz9U91PfvLtIJMLd4GCGbfbMGbC1tVXbmFyxsrJC2zZt0LZNG7WNcaXEb9LOzg6zZ8xQ23i6iD5oQROQFhTD0dERnTt1VFv/0dHRePvuHcO2dPH3OlWn18HBQa3HAGDfL/hWrYoRw4apdUwu8Pl81KldG3Vqq++dtT5oQRPouhY0AWnhy1hZWenUMwVBEIS+IxAIENQgEEEN9DOfhYmJMZq3bqxtNwAUH8vAujURWLemtl0htICTS0U4uVRU6xg3r91jbLdo0xjNWjVS65hcMDQ0VPv55FHwE+Tm5jFs//thltrGUwbSAmlBk5AW9EMLdF7QDPqgBU1QUgveVT0xcFgvLXnDhs/nI6C2PwJq+6ttjNjoeES/jWPY5n0/Tafm1+wdbNGuk3pryZMWSAsydF0LBEEQBCEPAwEPletaoHJdC227ohRGJgao2sxa224AKD6W7rXM4V7LXNuuEFrAxkkIGyehWseIuJPB2K7azApVm1qpdUwuGBjy1X4+iX6chYK8Ioat2wLdqjNGWiAtyCAtkBZkkBZIC0DxfatXfUt41VfvOBG3mVpwrGKC+v3UW6OYC3w+D241zeFWU333zClxIqTE5DNsnWe7wsCQr7YxuWJhZ4jqbWzUOgZpgbQgg7RAEPqB7pyZCIIgCL3k6k1mIZNlC+fDwMBAS95ohys3bjK2A/yrY0Dvry9gg7RAWtAVot6+Q0zc52AyExMT/G/O1xdkWlKPY4cPRWV3dy15ox1IC8WQFnSD2/fvQyT6XICgYoUKmDpurBY90g5XbjL1OG/aVFha6GfQkLKQFoohLZAWCIIgCIIgCPnk5efiWeSDf7Z5PB6mDFisPYe0xP0XzASFzWt3RGDVhlryRjuQFoohLZAWZJAWSAsySAukBRmkBdKCDNICaYEgCIIgCOK/Sq5IhPsvXv2zzePxsHTCN1r0SDtcffiYsd25SSM0CqihJW+0A2mhGNKCbnD36XOI8gv+2a5oZ4tJA/po0SPtUFKPo3t0hYdTJS15ox3exMUjNiHxn20ToRALRg/XokfagbRA1ykZdJ0q5tqjEMb24m/HfHVry0pqoaa3F/q3a60lb7QHaYEgCIIgCIJQBxJJLj59evQvCw9Bdb7Tmj/a4v0H5tpMN9f2cHRUc5ZRHYO0UAxpgbQgg7RAWpBBWiAtyCAtkBZkkBZICwRBEARBEIT6KMgV4d2DsH+2eTweenw/WoseaYfw68wYkRodG8KrgfqK1+sipIViSAvFhN94wtju9r+R4H9lcVMlteBSwwt1+7TSkjfag7RAWpBBWiAtyCAtkBZkkBYIgiAIgiB0j9zcXNwLvv/PNo/Hw4/Ll2nRI+1w+epVxnbXzp3RuFEjLXmjHUgLxZAWdIPbd+4w6xlVrIhpkydr0SPtcKWEHufPmQNLS0steaMdSAvFkBZ0g5LXiICaNTGwf38teaM9rlxj5kFevnTJV5dLgbRQDGmBtEAQBEEQBEHIJzc3D4+CP8dH8Hg8fLd8phY90g43rtxlbLfv3Ar1G9XRkjfagbRQDGmBtCCDtEBakEFaKObWtXuM7QVLp39182s3rjK1UL2mL3oN6KIlb7QHaYG0IIO0QBAEQRAEQaiLgrxCvHuc9c82jwd0ne+mRY+0w+tbGYxt/7Y28Az6uuLwSAvFkBZICzJIC6QFGaSFYiJuM49Dl7mu4BvwtOSNdiipBWc/U9TpYa8lb7QHaYG0IIO0QBD6AV/bDhAEQRD6y+vIKMR/+PDPdr06tdGzS2cteqQdrt68xdhe/t1C8Hhf140vaaEY0oJuUPJ7mDhmNJwrVdKSN9rj2q3b//zb3MwMC2ZM16I32oG0UAxpQTcoqcfvZs2EqamplrzRDtnZOXgY8nkxhJuLCyaMHqlFj7QDaYG0IIO0QBAEQRAEQcjjyeu7EEsK/tluW68n/CoHatEj7fDg5fV//s3n8TG532Kt+aItSAvFkBZICzJIC6QFGaQF0oIM0gJpQQZpgbRAEARBEATxX+VO6DMUiMX/bPdq1QK1fatq0SPtcO3R50LufD4fS8aP0aI32oG0UAxpQTf49/cAAPNHDYepsbGWvNEe1x9/jn8zNzXBvJFDteiNdiiphfF9e8G5goOWvNEepAW6Tsmg6xQQEROL95+S/tkOql4NPVo206JH2qHk+XHp+LFf3doy0gJBEARBEAShLhISg1FU9Dk+orJHN9jbB2jRI+3w4ePNf/7N4/FRp84CLXqjHUgLxZAWSAsySAukBRmkBdKCDNICaUEGaYG0QBAEQRAEQaiPqLvPISn4HDcV2KMZ3AJ9tOiRdnh943MMHY/PR/dFo7TojXYgLRRDWgASI+OQ/v5z3JRHXV8EdmuqRY+0w7+18H/s3XdAE/f/BvAnkLCR7QTcuAfuvfe2tu692mq/aqtWrdVq1VartW5bd3e1y1atde/NVFFxIAgiIrI3hPz+4HdoekEh6xJ4Xn+Zd3KXt+fD3XF+7nMAMPCTSaVuDB2zkI9ZYBYEzAKzIGAWmAUiIiIiU3Xu/AVkZ78YW/DWkCFo2qSJhB1J4+Sp0wV/trCwwIpln0rXjESYhXzMgmk4ceqU2utFH31U6p5nlJqaiqvX/Apee3t7Yfq770jYkTSYBWbBlJz8Tx4/W7as1F3jCw29i6ioxwWvW7ZogTcGDZKuIYkwC8yCgFkgIiIiIk0un/dD9ktjawcM6YVGTepL2JE0zp26VPBnCwsLLFz2gYTdSINZyMcsMAsCZoFZEDALwP3QMERHxRS8btqiEfoN7ilhR9I4d/KS2uuPl88uddfXmIV8zAKzQERERESG9eBKCpTZqoLXjfu5wbuhg4QdSePu+aSCP8ssgH7zvSXsRhrMQj5mgVkQMAvMgoBZAJ7ez0Dikxf3FFX2dUCjPm4SdiSNl7MAAP0XeJe6a5XMQj5mgVkgMidyqRsgIirNug16Q2P99+92Y2CfPkbupvhOnD2r9vqzRR9L1Il0VCoVTp0/X/C6Q5s26N2tq4QdSYNZYBZMyct5dHZywryZ/5OwG2mE3LmDJ0+fFrx+f9q7KOvhIWFH0mAWmAVTcvLMuYI/16haFZPGjJKwG2mcuXgROTkvbob4ZN5cWFtbS9iRNJgFZkHALBAREREZxpQVmq+tr33/J3Rp1t/I3RTf5ZsvJqWTW8oxfegiCbuRRmp6MkLCAgpe9203HDW86krYkTSYBWZBwCwwCwJmgVkQMAvMgoBZYBYEzAIRERGRZj2nv6+xvnfVMgzoaPoPwT55zb/gz3JLSyx5e5KE3UgjOS0N/rfvFLwe2as76lWvJmFH0mAWmAVT8nIeq3tWwoSBfSXsRhq3wh4iJu55weuZI4airKuLhB1J4+UsODs6YM7YkRJ2Iw1mIR+PUzxOCV7OAgAsnzZVok6ko1KpcMYvsOB1e99G6NmmpYQdSYNZICIiIjJd//w7WGO9a5c9qFLZ9Oc3iY5+cd+4TCZH0yYLJOxGGtnZKYiLCyp4XaP6W3B1qSNdQxJhFpgFAbPALAiYBWZBwCwwCwJmgVkQMAtEREREpmtdvzka61N/XIrG/doauZviu3P6xX2NFnJLDFg0QcJupJGRnIaIgNCC1y2Hd0PFulUl7EgazAKzIHg5CwAwaMlkiTqRjkqlQujZF2PoarZriHrdW0jYkTSYBWZBwCwwCwJmgVkQMAtERERUUnXp0VNj/Y99+zBo4AAjd1N8x0+eLPizXC7HsiVLpGtGIsnJybjm51fwesyokahfr56EHUmDWWAWTMmJky/ml6xRvTomTyx9//9w5uw5tWdbLVm0qFQ+24pZYBZMhUqlwsnTZwped+zQHr17aT4PLMlePl8AgM+XL5OoE+kwC/mYBWaBiIiIyJAGdR+jsf7tr5vRZ2B3I3dTfGdPXiz4s1wux4KlmucIL8lSklMR6Hej4PVbowaiTn0fCTuSBrPALAiYBWZBwCwwC4IzL2UBABat0HyfWUmmUqlw/vTlgtdtOrRAt14dJexIGswCsyBgFoiIiIhM28a3bmmsT95ZCw17uRq5m+ILPZdY8GcLuQx9P/SSrhmJZKTk4lFwasHr5kM8ULG2nYQdSYNZYBYEzAKzIGAWmAVB6PkktdcDPvKWqBPpqFQq3LuQXPC6RusyqNul9D2Tk1lgFgTMApH5sJC6ASIiMl8nz54r+HOPLp3RqZ3pT4itbzdu3ULss7iC158tXihhN9JhFpgFU6FSqXD6/IWC13NnvAcXZ2fpGpLIyz+THu5u+GDauxJ2Iw1mIR+zYBoSEhMRcP16weulC+ZBoVBI2JE0Xs5j3Vq1MGbYUAm7kQazkI9ZYBaIiIiIqHBXQ15MSjeo41hULl9Dwm6k4Xf7HJR5SgCAlcIa7w4pnddamQVmQcAsMAsCZoFZEDALzIKAWWAWBMwCERERUcl0+tqLh3ePH9AHNbw9JexGGmf9g6BU5gEArK0U+HhK6XvgGMAsAMyCqUhITkFQ6L2C14vfngiFXC5hR9I49dLPpIeLM2aOHCZhN9JQqVQ46x9Y8PqDMSPgUsZRwo6kwSzk43GKxynByz8T3Vs1R4emvhJ2I42b98MQm5BQ8HrZ9KkSdiMdZoGIiIiIDCU6+sV9ibV8RsLJqZqE3UjjScwFqFT5Y2UsLa3h6/uhxB1Jg1lgFgTMArMgYBaYBQGzwCwImAVmQcAsEBEREZGhhJ55MYauzZjeKFu99I2bunc+GHn/P25Kbq1A3wXjJO5IGswCsyC4c/pFFup2bQaf9o2la0Yij0MeIuVZYsHrQUsmS9eMhJgFZkHALDALAmaBWRAwC0RERESm6eSpUwV/njh+PGrWLH1zuJ0+cxZKZf44E2trayxZtEjijqTBLDALpiIhIQEBgS9+h/x0ySel8nlGJ176maxbpw7Gjh4tYTfSYBbyMQum4cbNm4iNjS14/fny5RJ2I52Xzxd6du+OTh07StiNNJiFfMwCs0BEREREhTt78lLBn0dNeBPVa1aRrhmJXDhz5aVrrVaYt3iGxB1Jg1lgFgTMArMgYBaYBcG5l7LQuUd7tO3YUsJupHHrRiiexT4veL1oxRwJu5EOs8AsCJgFIiIiIjKku+eTC/7cenhZlK1mK2E30rh/KRn///h3yK1l6DPHS9qGJMIsMAsCZoFZEDALzILg7vmkgj/X7uSEmm2cJOxGGtG305ESl1Pwuv8Cbwm7kQ6zwCwImAUi8yFTqVQqqZugVwsICEDTpk1x9cQxNGnUUOp2iEhL3/78Cyb9b2aRPvv7d7sxsE8fA3dERERERERERNoKCL6OFl27w9/fH02aNJG6HSIqJuG6+8/Lz6FO1cZSt0NEWvrrzA/4ZNu7Rfrs2vd/Qpdm/Q3cEREREREREZmj2w+DMOLj9rzeS1RKCdeLL+7ZBt/aPlK3Q0Ra+v7gYUxdvqpIn927ahkGdGxv4I6IiIiIiIiIzFfgnbtoM34qr5sTlVLCdfOB/Y/D3Z3zmxCZq7v3fsG580V7mFPXLntQpTLnNyEiIiIiIiKxuLjr+OtAN14vJiJJCdet55/ZCu/GNaVuh4i0cOnHI/h+2uoifXbqj0vRuF9bA3dERERERERE5upR0D2s7Pgur1sTmSHhWq/f5Uto4usrdTtEpKU9332HiVOmFumzf+zbh0EDBxi4IyIiIiIiIiLSRUBgIJq1as3r7kRmSrj2fvzKn2jkW0/qdohICz9/9wdmTJ5fpM9+++tm9BnY3cAdERERERERkbkKDgxBt5aDeb2XiCQjXLOe+28DeDVwkLodItLSlb2x+PGDB0X67OSdtdCwl6uBOyIiIiIiIiJzFHkjFat73eA1azI4udQNEBGVFlYKBZzKlCnSZ+VyhYG7ISIiIiIiIiIiIiIybwq5FRzsnIr0Wbklr7sTERERERERERERlVQKhQJODvZF+6yct9EQERERERERERERUclmaaGAlVXR5jexsOA4ayIiIiIiIiIiIiIyHLmVHLZORRvrbamwNHA3RERERERERERERKQtKysrODkVbS5ohYJjlImIiIiIiIiIiIiIXsVKoUAZJ8cifVau4JzaRERERERERERERGRYllYy2JYp2rwflnKZgbshIiIiIiIiIno1jqojIjKSEW8OwYg3h0jdBhERERERERERERFRidCn7VD0aTtU6jaIiIiIiIiIiIiISGLDe3bD8J7dpG6DiIiIiIiIiIiIiMgkVK8+BNWrc34TIiIiIiIiIiIiIpJe87e6ovlbXaVug4iIiIiIiIiIiIh0NHL4cIwcPlzqNoiIiIiIiIiIiIiISoQhI/pjyIj+UrdBRERERERERERERAQAaDbYA80Ge0jdBhERERERERFRkVhI3QAREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREZHAQuoGiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIhP6QxHAAEAAElEQVSIiIiIBBZSN0BERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERCSwkLoBIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIigYXUDRAREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREREQkspG6AiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIhIYCF1A0RERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERAILqRsgIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiISWEjdABERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERERkUAudQNEROZKpVIh/NEjhNwJRczTp0hMSkauMhcuTs5wcXaCT40aaFC3DiwtLQ3WQ9zz53gY8QhR0dGIiY1FWlo6srKz4GBvD6cyZVC+XDk0adgAZT08DNYDkSnKy8tD8M0QhNy5g6exz5CZlQkHe3t4VaqExg3qo1qVKlK3SEZ0KzQUN0JuITrmKdIz0mFna4eK5cuhQb26qFurltTtERlcVlYWHoSHI/JxNB5HRyM5JQXpGRlQyBVwKlMGri7OqFu7FmrXrAkLCwup2yUDys3NRVh4BCKjHyPqcTSSkpORlp4OCwsLODmWgYuzE2rVrIl6tWtBoVBI3a5RPH7yBAFBwQiPjERKaiqsFFZwd3NFbZ+aaNqoUYneDgmJiQi5E4qHERFISExEaloaHOzt4eriggrly6G5ry/KODpK3SYRERGR2crLy8PdRzdwP/IWnifHIjs7C7Y29ijv5onaVRrCs2xVqVs0ioSUOIQ8CEBU7EOkZiTD0sISZexdUKVCTdSv3gzWVjZSt2hwzEI+ZoFZEDALJGAWuF+gF0pzFlQqFaKfReBB1G08S4xBSnoSlMpclLF3QRl7Z1SuUBM1vevB0sJw4y5MSWnOwst4jCAiIiJTkpeXh+v3HuBW2EM8jY9HVlY27O1s4Vm2LBrXqomqlSpK3aLBqFQqRDyJwa2wh4iJi0diaiqUSiWcHR3g7OgIn8peqF+9mmHHSScmIjw6BlFPY/H0eTzSMjORnZ3/b+Dk4IDybq5oXMsHZV1dDNaDKcnJzUXAnVCEhj9CXGIScnJy4GBnhyoVK6BxrZqoVLbkjhdPSk3Fw8dPEPU0Fk/i4pCWkYnMrCzY2tjAycEeHi4uaOhTA17lykrdKhlRXGIi/G+FIuzxY6Sk5Y+Dcy1TBj6VvdCsbm3YWFtL3aLBlebj1MuYBWaBXmAWyJTw/JXnr0RERESFUany8Dw+BAkJt5GZ8Qy5yiwoFPawt68IN7cGKONYReoWjSIz8zmexQUhJTkc2TkpkMksYG3tAienGvBw94VcXvLHRzAL+ZgFZkHALDALAmaBWRAwC8yCgFlgFoiIiIiocHl5eXh84wGib4cjOTYBuVnZsLa3hUslD3g1rAH3qiV3vIxKpcLziBg8uROBpJjnyEhKhTJXCTtnR9g5O6BcTS9UqlcVFgYc763MycXT+1GICX2E1LhEpCelwlJuCTtnR9i7loFn/Wol+t/gv7IzshAREIqn9yKRnpCCPGUebMrYwaNaRVT2rQUHNyepWzQYZkFdac7Cy56FRSPqxn0kPH6GrLQMyK2tUKacKyrWroxKDaqXivlvmYV8zAKzQC8wCyRgFvLxGEFERET6lJeXh+Dr13EzJARPn8b+/7PKHODl5QnfRo1QrVo1qVukUiQjIwPX/PwQevcu4hMSoFQqUcaxDGpUr45mTZvA3d1d6hZLBe4XKDU1Fbdu38a9+/cRH5+A5JRk2NnawcXFGeXLlS91P49xcXG45uePB2FhSE5JhqWlJVxdXFDLxwctmjeHjU3JH4tI+ZgFHiMEzAJR/rn7ndBQhN69i+fP45GUnARrK2u4uDjDw90DTZv4omLF0jPegYiIiOhleXl5uBl8B3dC7uJZ7HNkZmbB3sEOlTwroEHjOqhSzVvqFsmIQm/dx60bdxDzJBbp6Zmws7NB+QplUbdBbdSqW0Pq9owiJTkVgX7X8eBeOJISkwEAzi5OqFajMnybNYRjGQeJOzQOZoFZEDALzIKAWWAWBMwCsyBgFoiIiIjIEPLyVHh8Kx1P7qQjJS4HuZl5sLK3hEtFK3jWt4d75dIxziU1PgePglIRF5GJzBQlZJYy2DvLUba6LSo3doDCpuTfj8cs5GMWmAUBs8AsCJgFZkHALDALAmaBWRAwC0RU0smlboCIzNODh+HwDwrCtcAg+AcFI/D6daSkpqp9pkObNjj5958SdWgYAcHXceLMWZw8dw6Xrl5DalraKz/vYG+P9q1bY+r4sejbo7tOk8IlJiXh0jU/XLhyBdcCAhFy+w5iYmOLtKxXpUp4c+AATBg1AnVr1dK6B1OUl5eH0Pv34RcYVJDJ4JshyMzMVPvc2OHDsGvTBom6lFZeXh469R+Ii1euanw/N+6pkTsynKjoaKzdvBU//fY74p4/L/RztWrUwOSxY/D2+LGws7MzYofSGzXlbez9c7/G9+4HXEMV75Jxo0t8QgI2fLMde376GVHR0YV+zqtSJYwfOQL/mzoZri4uRuzQ8DIzMxEcEgL/oGD4BwXDLzAQt+/eQ15entrndm5cj3EjhkvUpeFFRUfDLzAIfkFB8AsMQkDwdcQnJKh9prKXFx4E+knUoX4plUoE3biJi1ev4tLVa7gecgv3wsKgVCpfu6y9vR26tG+PiaNGonf3bpDLS9avi7HPnsEvKLjgnMEvKAhPY5+JPldSjosqlQq3QkNx4fJVXLx6FddDQnDn3n1kZ2e/dllra2u0bdkC40cMxxv9+5W4iVNyc3Px7c+/4OtdexB440ahnyvj6Ii3Bg7A+9PfRe2aNY3YoWE8jY3F0VOncerceZy5cBERkZGv/LyFhQXq1a6FkW++iYmjR8LN1VWn76/u2+y131kcMaG34O7mprf1EREREenL0+eP8d0/G/HPhV+QkFL49akqFWpiSJcJeLPrJNhal6zrUyqVCseu7scvR75G0N3LyFPlafycjZUtOvj2xti+M1C/elMjd2l4zAKzIGAWmAVB5NMw3AoLREiYP0IeBuLOw2CkZaaofaZpnXbY+fFhiTo0PGYhH/cLQEZmGm6HByEkLAAhYYG49TAAkU/DoFKp1D63feE/aF63vURdGl5pzcLth0G4fPMUroacQfC9K0jPTH3l5+1sHNCkdhu81XUS2jfuVSIfxldas/AyHiOIiIjI1ETFxmL9T/vwy7/HEJeYVOjnfCp7YeLA/pjyxgDYlYDxFYF37uLkNX+c9gvA5Rs3kZqe8crPO9jZol3jRpg8eAB6t22l2zjplBRcuXELF4NvwO/WbdwKe4iY5/FFWtazXFkM6doJ4/r3QZ2qVbTuwVSFhkdg3Y978cfJM0h+xdh131o+mDpkIEb36WnWY7/SMzNx9eYtXLp+E1dv3sLNB2GIelq0MfNlXVwwoFM7jOvfF83q1jZwp8YXFvUY/rdD4X/7DgJuhyIo9B5S0tPVPtPetxGObl0vUYeGp1Kp8MfJM9j66x+4dP2maEyswNbaGn3atcGsUcNKZBZK63HqZcxCPmYBSMvIQGDoPfjfuoOAO6EIuB2KB1GPRdebj2z+Ch2a+krUpeExC8bNwvLtu7Fi57c6reNVzP14zvNX0z9/Tc/MRPPRExEWJb7fyrt8OYTu32u0XoiIiKh0SUuLxo2bW/HgwW/IzCp8fISTUw3U8hmDOrXHQS4veeMjwsMPIOT2DsTGXoWqkPERlpa28PbqgQb1p8HDo+T9PsssMAsCZoFZEDALzIKAWWAWBMwCsyAojVnYubus3tYll9th3Jhwva2PiIiIyJQkPH6GE5t+xdW9J5D6vPDxMuVqeqHd+L5oP7EfrOzMf7zMo6B7uHM6AKFnAhB29RayUl893tvawRY12jRA+4n9Ub9nS53vz1Tm5OLe+WDcOROIu2eD8Cj4HvJyXz3PZZmyLqjXowU6ThkE78bmP5+fJuH+d3B8wz7cOHIFORlZGj8js7BA9Vb10OntwWgyqIORO9Q/ZkGz0piF/8pOz8TZnQdwfs8hxN6PKvRzDu7OaDm8G7pMGwKXSh5G7NA4mAVmQcAsACnPEhAReBcRAaGICLyLRwGhSI5NEH1uS9JxCbozHmaBWRAwCzxGEBERkf5FRUXhy3Xr8ePPPyMuLq7Qz9Xy8cGUSZPwztQpZv+sMgtr/V3vtre3R0p84WMyiio2NhZ+/gG45u8Hf/8AXPP3x9On4mf/5GVlali65Lh67Rq+/GodDv7zDzIyNF/Dt7CwQNs2rfG/6dPx5htvGLlDwzOFLJTG/cJ/paWlISAwENf8/OEf4A8//wDcf/BAdN/1yaNH0KljR4m61L/ExEQcO3ECJ06ewukzZ3Dv/n3R3/m/ataogbfeHIJ3pkyBp6enkTo1HpVKhd/++AObtmzBhYuXCp+bw9YW/fv2xez3Z6F5s2ZG7tLwHjx4AL+AgIKfiYDAIKSkqM8L3rFDe5w6dkyiDg2PWcjHYwSzUBQ3Q0LQtGUr5OTkiN4bN2Y0du/YIUFX+peZmYng69fh5x8A/wB/XPPzx+07d0SZ2LV9G8aPHStRl/qXnp6OEydP4eTp0zh1+jRuhoQU+nMg8Pb2wsD+AzD9nXfg46Pf8Q55eXkIDb2La/5+8PMPgJ+/P4KCg0XPYy9J2SMiIiLTFx0Vgy3rduG3n/7C8zjx2A5BDZ+qGDt5GMZNHQE7O1sjdii9qaPfx5/7Dml8z//uSXhXKRnXmRLiE7Ft47f46dvfER0VU+jnKnlVwMhxQzDlvbFwcXU2XoNGcvr4BXy9YTfOnrik8XdFAFAoFOjYrQ3emTEeHbu2NXKHhscs5GMWmAUBs8AsCJgFZkHALDALAJCZmYWQ63cQ5H8DQf43EeR3A3fvPBBdg96wYyVGjC1540WIiIiIDCUhOgunvnmCa388Q1p8bqGfK1vdBm1GlUO7seVgZWtpxA4NT6VSIehgPM7ufoKwaykoZEpCKGwsUL+7C7q8UxGVGzsYt0kjYBaYBQGzwCwImAVmQcAsMAsCZoFZEDALzAIRlS4y1evuIiXJBQQEoGnTprh64hiaNGoodTtUCiUkJuLMhYu4FhgI/6BgBARfR3xC4YOkBR3atMHJv/80QoeGdT/sIXZ8/wN+//tvPIx4pPV6alarhu0b1qFdq5ZaLT90wiT8ceCg1t8vGDNsKFZ/ugTubm46r0sKMU9jcebCBfgFBcMvMAiB168j9RUPfxeMHT4MuzZtMEKHpmfzjp2YOf+jQt/PjRNPaGKONm7bjo9XfIa0tPQiL1PZywu7Nm1Ax7ZtDNiZ6Th45CgGjRpT6Pv3A66hire3ETsyjF/3/4X3PpyP5/HxRV7G3c0Nm1evwpAB/Q3YmWHdvnsXFy5fgf//7x9v3rlT6IDMl+3cuB7jRgw3QoeGl56ejlPnL8A/KBj+QUHwCwrC09hnr12uspcXHgT6GaFDw3vdz3lR1fHxweY1X6BDm9Z66Mr4cnNzcfrChYKfB/+gYDyKKnzyXrVlS8hx8ebt22jcvpPO6/GsWBHrPl+BQX376N6UCQi+GYKx77yLkDuhRV5GoVDgwxn/wyfz5ur8oBpjy8rKwu4ff8avf/2Fc5cuv3ZikMLY2NhgwfszMX/WTFhaavefAdV9myEiMlKrZTWJCb1ltr/TUMkREHwdLbp2h7+/P5o0aSJ1O0RUTMJ195+Xn0Odqo2lbodKiJ/+3YqN+5YiI+v11ysFFdy9seydb9CsTjsDdmY80c8eYeHWyQgMvVTkZWQyGYZ0noC5Y1bB2sr8H5AJMAsAsyBgFkpvFpLTEuB36xxuhgXgVlggbocHIin19f+/2rROO+z8+LAROjS+0pqF/yqt+4VbDwNx/d41hIT549bDQDx8HIq8wkZlvmT7wn/QvG57I3RofKUtC49iHuCPU3tw7Mp+PH4WrvV6vMtXx9KpW+Bbq+T8/25py4ImPEaQKbj9MAgjPm7P671EpZRwvfjinm3wre0jdTtkAjbv/R2ffL0daRlFfzCcd/ly2LF4Ado3aWy4xgzkQWQUdv11CH+cPI3w6Cdar6eGlye+Xvgh2jbW7n6HEQsWY/+ps1p/v2BUn55YOeNduDs767wuqSmVSizbvhtrf/gFObmF3+T5X/WrV8PupR+jfo1qBuzOcOZv2IL1P+3TeT292rTCurmzULlCeT10ZXwJySk4GxAE/9t3EHA7FIF37iI+Ofm1y7X3bYSjW9cboUPji3gSg4lLVuBi8I0iLyOTyTBpUD+snvUebKytDdid8ZS245QmzEK+0pqFgDuhuHrzFvxv3UHAnVDcCX9UpLGRRzZ/hQ5NfY3QofExC8bPwvLtu7Fi57c6reNVOjRpjCNb1hls/YbC81fdGPP89VU9e5cvh9D9ew3eA5m+wDt30Wb8VF43JyqlhOvmA/sfh7s75zch/Qi5tR1+/iuQm1v0eQAcHLzQof1GVChfMsaJpKRG4szZaXj69EoxlpKhdq0xaNliOeTykjE+gllgFgTMArMgYBaYBQGzwCwImAVmQVBas7Bzd1m9rUsut8O4MeF6Wx+VTnFx1/HXgW68XkxEkhKuW88/sxXejWtK3Q6ZgFNf/4m/P92JrLSij5dx9S6HsVs/hE+7RgbszDBiHzzGhW//QcD+M3geUfjDzl+nbPVKGL15Dmq0blDsZe+eD8bln44i+OAFZCSlat1DnS5NMWrjbLh66u+8V0rZGVn49cNNuPj9vyjOYx5qtGmA8dsXmOV2YBY0K41Z0CT0bBC+n/YF4iNji7yMtb0NBi2dgo5TBhqwM+NhFvIxC6U3C8pcJe6dC0JE4F1EBITiUdDdIudgS9JxA3cnDWaBWRCU1iz8F48RpA+Pgu5hZcd3ed2ayAwJ13r9Ll9CE9+Sea8fGd+GTZuxcPFipBXh2XWCypW9sWfHDnTs0MGAnRmWhbX+xobY29sjJf55sZbJzc3F6TNn4BcQAD8/f/gF+OPRo6I9hyQvq+jX9s1JRkYGZnzwAXbt3lOsc/727drihz174OXlZcDuDMcUs1Ba9wv+AQG4fOUq/Pz94OcfgNt37hTpvuuTR4+gU8eORujQsL774Qf8+tvvOHbiBLKzs7Vah1wux7tvv42VK5bD1tZWzx1KIyIiAmMmTMD5CxeLvIxMJsOUSZOw7ss1sLExz7GICQkJOH32LK75+cHfPwD+gYGIL8KzLDt2aI9Tx44ZoUPjK61Z+K/Seox4GbPwenl5eWjToSOuXrum8f1xY0Zj944dRu5KP27fvoPzFy/Azz8Afv7+uBkSUqTn3O7avg3jx441QoeG9feBg/jpl19w6PDhYu0HXiaTyTBi2FBs+OoruLq6arWOmJgYnD579v//HfwQEBiE1NTXj78w5+yR6QsIDESzVq153Z3ITAnX3o9f+RONfOtJ3Q6VANs2fYcVi9YiPa3o9/R5Va6EjTtXoW2HFgbszHQcPXQKowa/Xej7/ndPwruKpxE7Moz9v/6DeTOWIP55YpGXcXN3wRcbl2LAkF6Ga8yIEuITMXPKAhw+cKJYy/Ud2B3rtn0GZxcnA3VmXMwCsyBgFpgFAbPALAiYBWZBUFqzcPf2fVy56I8g/5sI9LuBOyH3inTdfcOOlRgx9g0jdEilUXBgCLq1HMzrvUQkGeGa9dx/G8CrgYPU7VAJcGbnExxY+QjZ6a8fDylw9bTGqHXVUbN1yTjfjo/Kwnf/u4ewqylFXkYmA9qMKoc3llaBwsbCgN0ZD7PALAiYBWZBwCwwCwJmgVkQMAvMgoBZYBbIdETeSMXqXjd4zZoMTqYqzp3dJAnh4vHVE8fQpBEfiEjG9+3Pv2DS/2YWe7kObdrg5N9/GqAj41q6ajWWrV6jl3VZWFjg4zmzsfjDOcVeduiESfjjwEG99FHWwx2Hf92HRvXN7yYKbf89xg4fhl2bNhigI9P2KCoKDdt2QOorbgrNjXtqxI70T6VS4d0P5mDH9z9otbxcLsfODesxauibeu7MtKSkpKJB2/aIio4u9DP3A66hire3EbvSvxVfrsUnn6/SfvlFCzFv5gw9dmQ8XQYMxtmLRZ8EQbBz43qMGzHcAB0Z3+nzF9BtUPEHF1b28sKDQD8DdGR8B48cxaBRY/SyLplMhk8/mo8F78/Sy/qMKfzRI9Ro0lyrZc39uCi4efs2GrfvpLf1vT1+HDatXgWZTKa3dRrb0VOn8ea48UhPz9Bq+f69emLf7p1QKBR67sxwdPlZ0KRF0yb4+6cf4O7mVuxlq/s2Q0Rk0SbXK4qY0Fta9UGkTwHB19Gia3dexCcyU8J195+Xn0Odqo2lbofMnEqlwrKdM/DHqT1aLS+3lGPp1K3o2868fz+/E34d764cgISU4k3SLWhQvRm2zv8LDnZl9NyZ8TAL+ZgFZkFQmrPw15kf8Mm2d4u9XNM67bDz48MG6EhapTkLgtK+X+g9sx6exD0q9nLbF/6D5nXbG6Aj6ZTWLGz9/TN888fnelmXhcwCUwfPxztDFuhlfVIprVn4Lx4jyFTcfhiEER+35/VeolJKuF58cc82+Nb2kbodkpBKpcJ7K7/Err+0G6srt7TEto/nYUTvHnruzLCWb9+NFTu/1cu6LCws8NHEsVg4eXyxlx2xYDH2nzqrlz7KurjgwIbVaFizhl7WJ4Ws7GyMWLAYhy9c1mp5e1sb/PrFCnRu3lTPnRne/A1bsP6nfXpZl72tDfauXI6uLZvpZX3G9P3Bw5i6vPjjYdv7NsLRresN0JG0gu/eQ78ZcxCXmKTV8s3r1cHBDWtQxt5ez50ZT2k9Tv0Xs8As1Bo0DI9iij/W98jmr9Chacl6CDyzIF0W9HkOrcmMEUOxauY0g63fEHj+aj7nr/6376Dj5GlQKjVPKONdvhxC9+812PeT+Qi8cxdtxk/ldXOiUkq4bj6w/3G4u3N+E9KNSqXChYtzEHr3e62Wl8nk6NB+PWpUf0vPnRnX8+c38O+RocjM0m58hIdHU/TqsQ9WVo567sx4mIV8zAKzIGAWmAUBs8AsCJgFZkHALDALO3eX1du65HI7jBsTrrf1UekUF3cdfx3oxuvFRCQp4br1/DNb4d24ptTtkIRUKhV+mvkVLnz7j1bLW8gtMWbLXLQc1k3PnRnWwc+/xT8rtTs//i+ZhQX6zBuNvvPHFmu5r/p+gHvnr+ulB1sne4zftgANerXSy/qkkp6Yig2DPsSjwLtaLe/g7oyZf3+BSvWq6bkzw2IWxEprFv7r8k9H8cP/vkRerlKr5dtP6o8Ra4v/DARTwizkYxZKdxaeR8RgUcPRWi27Jem4nruRHrPALAhKcxZexmME6cujoHtY2fFdXrcmMkPCtV6/y5fQxLdk3etHxqdSqfD2tOnYsWuXVsvL5XLs2r4No0eO1HNnxmFhbaO3ddnb2yMlvnjjVMLDw1GtVm2tvi8vK1Or5UxZYmIievTpCz9/f62W9/DwwPF/D6NB/fp67szwTCkLpX2/UNXHBxERxZ/z9eTRI+jUsaMBOjIufe4Xa/n44MCff6JGjep6W6cUgoKD0aNPX8TFxWm1fMsWLXDk0EGUKWN+83zu+e47TJwytdjLdezQHqeOHTNAR9IqzVkQlPZjhIBZKJqv1m/A7A8/LPT9cWNGY/eOHUbsSH86d++OM2fPFXu5Xdu3YfzY4o0zMUXani9pUrFiRfyxby9aNC/+syGXLFuGT5evKPZy5pw9Mn0BgYFo1qo1r7sTmSnh2vvxK3+ikW89qdshM6ZSqTB72iJ8v1O7+dTkcjk2bP8cb40aqOfOTEtqSiraNuqD6KiYQj/jf/ckvKt4GrEr/fvysy1YuWSd1st/vHw2Zn74tv4akkDUo2gM7jEG4WHaPYe9ao3K2H/0e1T0LK/nzoyLWWAWBMwCsyBgFpgFAbPALAhKcxYGdhuNi2evFnu5DTtWYsTYNwzQEREQHBiCbi0H83ovEUlGuGY9998G8GrgIHU7ZMZUKhX2zgvDxR9jtVreQi7DqLXV0XyIh547M66om2nYPOIW0uJztVq+sq8Dpv1cB7aOcj13ZjzMQj5mgVkQMAvMgoBZYBYEzAKzIGAWmAUBs0CmJPJGKlb3usFr1mRw3GMREenA3t4OrZo1Q/UqVVDWwwP2dnaIT0zA9ZBbOH/5MtLS0tU+n5eXh0+/WA0LCwt8POcDnb/fqUwZ1KpZA3V8fFCurAecypSBTCZDUnIy7oc9xFX/AEQ+fixaLvZZHLoNegOnDuxH/Tp1dO6DTNf0OfOQmpYmdRsGteDT5djx/Q+iukwmQ5cO7VG/Th14uLshMuoxLl69ihu3bqt9Ljc3FxP/NwPu7m7o2aWzsdo2ugWfLkNUdLTUbRjU17v24JPPV2l8r3WL5mjaqCEqlC+P6CdP4BcUjCt+4omOFi5bAXdXV0wao91ksESmSC6Xo0bVqqhVswaqVq4MpzJlYGdri9S0NMQ8fYrA6zcQcP068vLy1JZTqVRYtOJzAMCC92dJ0Dnpm0wmQ/UqVeBTozpqVKsKpzJOcLC3R3pGBp7FxSE4JARX/QOQk5MjWvabPd9CqVTi66++lKBz3QUEX8eQseORkZEheq9G1aro2LYNqlT2RkJiEkLv3cORk6eQm6t+kfjAv0cwecYsfLt1s7HaNiiZTIb6dWrDt2FDeLi7w93VFWnp6XgUFYUzFy4iIlI8yP+qfwD6vDUcx/b/DicdJ8+xtLSEg7291stbWFjo9P1ERERE+rT+l8X449QeUV0mk6FFvU6o6VUXLo7uiHkehaC7l3EvMkTtc7nKXCz+5h24lHFHm4bm9WBIwZO4SLy7aiASUsQTdHu4VECbhl1RyaMKMrMz8CjmAc4HHUFmtvr5+Y0Hfpi5dhi2fXQQlhaWxmpdr5gFZkHALDAL9AKzkI/7BRIwC2K21vZoWLMFvMpWhatTWdha2yE5LQF3I24iIPQiMrLU/787T5WHr//4DBYWFpg6eJ5EXeuOWeAxgoiIiEzPx5u3YddfB0V1mUyGzs2aoF71avBwcUZkzFNcun4TNx+EqX0uV6nElOUr4e7ijO6tWhirbYOyt7VBy/r1UM2zIsq6usLOxgYJycm4ce8BLgRfR1qG+sPz8vLysHzHHlhYWGDBRN0fzuLkYA+fyt6oXaUyyrm5ooyDPWSQITktDfcjo3At5DainopvhoxNSECv6e/j2Nb1qFfdPB9iPvnTz3H4wmVRXSGXo0erFvCp7A0nB3uERz/B2cAghEWpjw9Ny8jEWx8uxMltm9CwZg1jtW0wdjY2qFXZGz6VveFZzgNl7O0hl8uRnJqK8OgY+N++g/uRUaLl0jIyMWTuAuxfuwqdmvHmPHP1KOYp+s+ci7jEJNF7FTzc0b1lc1SpWAEZWVm4HxmFfy9cRkZWltrnroXcxptzPsLhTWthaWmevz/yOMUsCJgFEjAL0rG2toKTg/ZjYAXZObmi/RQAjO3XS+d1GxvPX9WZ6vlrTm4u3l2xGkpl3us/TERERKQn1/yWIfTu9xrekaFixfZwcakDWxt3pKZG4WnsVSQkqM8DoFLl4uy5GbCxcYNnpS7GaVrPUlOj8O/RYcjMEo+PsLMrj0qVOsPRwRtKZSaSksMQGXkcSqX6+Ihnz/xx7MQY9O75OyzMdHwEs8AsCJgFZkHALDALAmaBWRAwC8yCgFlQZ2GhgFxuq9Wycrnu/59BREREZEr2f7IDF779R1SXyWSo1dEXFetVhYObExKiYvHgSgiiQx6qfS4vV4nv3/0Cjm5OqNutubHaNihrextUbV4X7lUrokxZF1jZ2SA9IRlRN8Pw4NINZKWpj/dW5eXh0OffQWZhgT4f6mfOVUcPZ1RrWR8uldzh6OEMmYUFUuMS8fDabUQEhCLvP+MUMpLSsH3sUkzbuxy1OzfVSw/GpsxVYuuwhXgUeFf0npWdDer3aAGP6p5QWCsQFxGDW8evIflpvNrnUuMSsXHQPMw/sxXOFd2N1bpBMQvqSlMWbvx7Gd9PXwNVnnhckmeD6qjaoi5cKnkgNS4Rj0Me4u7ZIKhUKrXPndt5APYujhiwaKKx2tYrZiEfs8As0AvMAgmYhXw8RhAREZG+zV/4MXbs2iWqy2QydO3cGfXr14eHhzsePYrExUuXcOPmTbXP5ebmYsLkKfBw90DPHt2N1bbBKBQK2NnZabWsg4ODnrspXXJzc9F/8GD4+YufgWZnZ4e+vXujRo3qsLa2Rnh4OP49egwxMTFqn3v27Bl69OkLv0sXUalSJWO1XuJwv0CFqVmjBlo0b4ayZcuhbFkPZGVlISrqMc5fuIA7oaGiz4fevYvufXrj7IkT8PLykqBj3T169Ag9+/ZDXFyc6L2KFSuiR/duqFqlCjIyMnD//gMcOnxY9DyvK1evYuCQITj+779mOzcHMQsCHiOYhaJ6+PAhFi9dKnUbJAEvL0+0btkKFSpUQNmyHlAqlYiJeYpLly8jMChI9Pno6Gj07j8Ap44dRcMGDYzfMBEREZEBLPtoDb7fuU9Ul8lk6NClNerU94GbuyseRz7B1YsBuHVT/bpKbm4u/jd5Ptw8XNGlR3tjtW10n360BtFRMa//oBnb/c1PWLlkncb3mrdugkZN6qF8hbJ4Ev0Uwf434XclSPS55R9/CVd3F4yZONSwzRpISnIqhvQaj/Aw8XPdnV2c0L13R1Sp5o28PBUiHkbi2OHTSEpMVvvcw/sReKvPBBy58CscHM3z/2KYBWZBwCwwCwJmgVkQMAvMgoBZICIiIiJD+fuzR7j4o/i5hDIZ4NPOCRVq28HBTYGEx1l46JeC6Nvpap/Ly1Xhx/fvw8FNgTqdnI3UtX7FP87ClpG3kBafK3rPqbwCtTs6w83LBjmZeXj2MAMhJxKRk6l+715EYCq2TwjFe3vrwsJSZqzW9YpZYBYEzAKzIGAWmAUBs8AsCJgFZkHALDALRFR6yaVugIjMn7W1NTwrVsCDh+FSt2IUri4uGPnmGxg6eDCa+zaGQqHQ+Lmk5GRs2r4DK778CtnZ2WrvLVm5Ck0bN0Lvbl2L9d0KhQKd2rVF725d0aFNGzSsVxcWFhaFfl6lUuHkuXNYsGQZAq5fV3svITERk/83CxeO/FOibnq1t7eDh5sbwh+JByaVNj/9+hsOHz9e8NrVxQXxCQkSdqR/R06ewpebNovqbVq2wLZ1a1G7Zk3Re0dPncak92bgydOnBTWlUolx707H9fNnUNbDw6A9S+Hcpcv4Zs+3Ba9LYhZu3LqF2YsWi+q1a9bE7s0b0byJr+i9qwEBmDh9Bu7cu6dWn7lgIVq3aI66tWoZrF8plPVwh0qlwrM48UPdSgu5XI7qVaog9P59qVsxuNo1a6J/757o2LYt2rVsCQeHVz+A7VFUFFZv2IRv9nyLvP9Mertk5Rfo2aULmjRqaMiWjcrCwgK1atTA7bviiY5LGm9PTwzs0wud27VDu9at4Ori8srPxz57hs07dmH1xk2ic9gd3/+Avj26o3/vXoZsWe/S09MxYvIU0SQwjg4O+HrtGrw1aKDonDry8WPMWrAQf/1zWK3+46+/oVO7tpgwaqTB+zYECwsLdO/cCeOGD0PXjh3g5upa6GcPHT2GuYs+wd0HD9TqAdev490P5uCnHdt06qVty5Y4+fefOq2DiIiIyBRcvH4c3x5aL6o39mmFT6ZsQtWK4usLF6+fwCffvINniS8m3lDmKbFwy2T8vuoaXJ3M6/qUSqXC/E0TkJCsPkmj3FKBOaNXYkiX8VDIrdTeS0iJw6Z9n+L3k7vV6v63z+ObPz7HtDc/Nnjf+sYsMAsCZoFZKAorhTXKuVZC5NMwqVsxKGYhH/cLr1fWpSLSs9KQmp4kdSsGxSy84OTggj5thqFn6yGoV60pFHLN4y5S0pPwy5FvsG3/KuTkql+z3vLbctSt6ot2jXsYo2W9YhZ4jCAiIiLTc+zyVXz14y+ieuuG9bH1o7moVaWy6L3jV65hyrKViHlpPJZSmYeJS1bA/6c9KOv66jEapsq1TBkM69kNb3XvgmZ1a0Mh13zLSVJqKrbu+wOf7/4e2Tk5au99um0XmtSuhZ5tWhbruxVyOTo29UXPNi3R3rcRGtSo/tpx0qf9ArBw0zcIDFUfB5SQnIKpy1fh7I4tZjdOeseff+O346dE9f4d2+HLD2bAq1xZtXpeXh5+O3EK733+JVLSX9z0mZaRidELl+Lq9ztgY21t8L71ycLCAi3r10Wfdm3QvkkjNK1dC/JCsijwu3UHi7dswym/ALV6VnYOpixbicCf98BBy4eUmiJrKwUqlfVAWFS01K0YlEqlwrhFy/AsIVGtrpDL8cWs6Zg4sB+s/nM/R1xiIpZ8vRM79x9Qq58LDMaKnd9i8dSJhm5b73icYhYEzMLrVfRwR1pGBpJS06RuxaCYhdczZBbmjh2FuWNH6byeaZ+txu6/D6nVmtatjXrVq+m8bmPi+av5nL+u/f5n3Lj/Ymy4a5kyiE9OfsUSRERERLqJenwSN26K5wEoV7YF2rX9Cs7O4nkAoh6fwrlzM5Ce8WIeAJVKiTNnpuONwWdha2t+4yNOnXkbmZnq4yMsLBRo2eJT1PIZA0tL9fERmZnP4ef/GULvfq9Wj4m5iMCg1WjaZL7B+9Y3ZoFZEDALzIKAWWAWBMwCsyBgFpgFAbMgVr3aG+jQfqPUbRARERFJ7tbxazi+YZ+oXr1VPYzaOBvlfbzFy5zww/fTViMp5sV4mTxlHvZMXYlFV3bA0cM8x8vYuzii+dCuaDqkM6o0qQVLheYxChlJqTi9bT8Of/EjcrPVx3sfXLEHlX19UK97C6168KhWCa1H90Sjvm1RobZ4rJIgLvwJDn72La7uPa5Wz83KwbaxS7HE/1uUKWt+/w4Hlu/Gg8shonq7Cf0wYPEEOLg6qdVzs3Nwfs8h/P7R11DmvHgQTnJsAnZN/gzvH/oSMpl5PtiGWWAWkmKe47t3VkH1n3lsncq7YcyWuajbtZlomSehEfhpxlrRtjvy5c/wadcItTs3NWjPhsAsMAsCZuHVZBYWKFfTEzGhj6RuxeCYhVdjFkpXFniMICIiIn07cvQY1qxdK6q3bdMa27d+jdq1xXO4HT12DBOmTMWTJ08KakqlEmMmTMDNwACULVtWtIw5GTl8GHbv2CF1GwUsLCxQy8cHt+/ckboVg1u0ZAkuXLwkqk+dPBkrPl0KNzc3tXp2dja27diJ2R9+iJyX5mp5+vQpRo0bh1PHjpndOf+rGCsL3C+8XqVKlZCamoqkpJI956ugXds2mDBuHHp2746KFSsW+rnzFy5gzrz5uHrtmlo9IuIRho0ajQtnTpvdz6RKpcLIsWPx7NkztbpCocDa1asxZdJEWFmpj0WMi4vDwsWfYPvOnWr1M2fPYeny5fj0k08M3rcxWVtbw7NSJTwIK/nzgjMLPEYAzEJxvDP9PaSlvZijxNXVFfHx8RJ2ZFxly5bNf87tf7JSUjVq2BATx49H3969UK1a4fO83Lh5E/MWfIR/jx5VqyckJGDQkDdx63owbGxs9NaXvb09PNzdER4Robd1EhEREb3OyaPnsGmt+BpzizZNsO7rFahZu7rovVPHzuN/k+fj6ZPYgppSqcS08XNwLugfeJR1Ey1j7i6dv4Y9234ueO3i6oyE+ETpGjKAWzdCsWjOZ6J6zVrVsHn3F/Bt1lD0XsC1YLw3cR7uhapfa/lo1jK0aNUEterWMFi/hjJ72iKE3Q9Xq8lkMsz+aBqmz54MBwd7tfdSU9Owac0OfPmZ+r2xd+88wLwZS7F592pDt6x3zEI+ZoFZEDALzIKAWWAWBMwCs1AUHmXdoFKpEPes9PxfAxEREZE+3D6diJNbxc9jq9bcESPWVEe5GrbiZc4k4sf37yP56YuxuXlK4Lv/3cNHpxrD0V3zM9NNlUqlwrfT7iH1ea5a3VIhw+AlVdBmZFnIrdSf65gan4ODKx/h4o+xavX7l5JxeG0k+s4Vz8li6pgFZkHALDALAmaBWRAwC8yCgFlgFgTMArNARKWbxes/QkT0gkKhgG+DBpg8ZjS2frkaV08cQ2L4A3zzlfhG1JKmds2a+G7rZkTeDMa6zz9DmxbNoVAUfuLrVKYMFs7+AKcP/oUyjo6i92cvXKQ2acbrzPnfdDy5E4LDv+7FjLenonGD+rCwePVuXCaToWuHDrh07F8Mf2Ow6H2/oCDs/ePPIvdgamxsbNCiaRNMnzwRuzZtQPD5M0h4+ACL5s6RujXJxT1/jg8+XqxWW7VkcSGfNk/Z2dmYMW8+VCqVWr1n1y44+vuvqF1T/HAmAOjRuRPOHT6Iyl5eavW458/x0bLlhmpXMllZWXjn/dlq2+mLpSXvRvf/fbgAWVlZajXfBg1w9p8DaN7EV+MyLZo0wZlDf8O3QQO1emZmJmbMW2CwXo3B1cUFXTt2wLxZM/Drnl0IC/JH9O0Q9O7WTerWjMbCwgJ1a9XCmGFDsX7lZzj/7yEkhj/AoX0/v35hM9a4QX1cv3AWNy+dx+eLF6FX1y6iQbmaeHt6YuMXK/Hrnp2i8xulUokFny4zVMsGJ5PJUKNqVQwbPAhfLF2CE3/9ifiw+7hx8ZzUrRlUpQoVcOnovwgL8sdXn63AgD694ery+odYlPXwwNIF83Dy7z/h6OAgen/u4iUG6NawVq7fgAcPw9Vqzk5OOPn3fgx7Y7DGc2qvSpXw655dGD9yuOi9+UuXIT4hwVDtGoSdnS3mzngPYUH+OLT3ZwwdPAhurq6vXKZvj+64euIYunbsIHpv3/6/cObCRUO1S0RERGQ2cnKz8fme2aLrU20bdsc3Cw6gakXxJI0A0KZhV+xZchwV3NUHFSSkPMf6veZ3DW//me8QfO+KWk1uqcCGOb9ieI+pUMitRMu4OLpj0aQNmDpY/ND43Qe+QkTMfYP1awjMQj5mgVkQMAvq5JYK1K7SCG90Ho+PJ63Hz8vP4cKOJ1g8eZPUrRkcs8D9gibuzuXQvnFPvP3GAmyYvQ8ntjzA0U2hqFW5wesXNmPMQr6qFX2wYtoOHNt0D/PGrUZjn1ZQyAsfd+Fo54Qpgz/ErsVH4GBbRvT+6h/mISe36OMuTAGzkI/HCCIiIjIl2Tk5mLVmnegcrUerFvhn45eoVaWyxuW6tWyO09s2wbt8ObV6XGISFm3ZZrB+DaVWZW/sWrIQYQd/w9rZM9C6YX0o5PJCP+/k4ID5E8fi+NcbUMZePD5p7rpNyMnN1bCkZh+MHoFHh//EgfWr8d6wN9HIp2aRxkl3bt4U53ZtxdAeXUXvB9wOxb5jJ4vcgymIS0zE4q3bRfWx/Xrjl88/hVc58cOeLCwsMLR7Vxzduh7Ojurjfe49isTaH34xWL+GMKp3T4Qd+A0nt23CnLEj0bJ+PchfkUVBs7q18c+mtfhg9AjRe1FPY7F57++GaNcoFHI5GvvUxMSB/bBp/mxc3LMNz04extYFc6VuzeC+PfAPLt+4qVZTyOX448vP8c6bg2Gl4X4Od2dnbJo/Gx9NGid678vvf8b9R1EG69cQeJzKxywwC5qUd3NF77atsHDSOPy+5jOEH/oDDw78hoY1S9bEvP/FLIiZYxYyMrPw+4nTovrYvr2N34wOeP5qPuevdyMe4fPd3xW8tlIosOSdSXr9DiIiIqKXKZXZuHhpPgD13108K3VBr56/wdlZ8zwAnpU6o1/fQ3BwUJ8HIDPrOa75m988AHfv/YTY2GtqNQsLBbp3+wF160yCpaV4fISNjRvatf0Svo1ni967fmMTkpLCRHVTxizkYxaYBQGzwCwImAVmQcAsMAsCZoFZICIiIqLC5WbnYO+cjaLxMnW7NceMv1ajvI/mB4LU7doMc46uh6u3+niZ1OdJ2L9kh8H6NZRyPt4Yv30BPgvdi6FfvIfqLevBUlH4GAVbJwf0njsaH/z7FWzK2Ine/3X+Fihzij7eGwBqd26KWQfXYGngt+g1eyQq1NY8VkngXqUCxm+bj+FrZ4rey0xON8t/h5i7j3Bi02+iep/5YzBy3Sw4uDqJ3pNbKdBp6iC8u3e56N/s/oXruPLLMYP1ayjMArMg+HPxdqQlpKjVXL3LYc7R9ajbtZnGZSrUqoz/7f9C9L5KpcLeuZuKvW+SGrOQj1lgFv5LJpPBo1olNBvSGW8sfxuzDn2JLyP/wuKru6RuzeCYBXXMArPAYwQRERHpU3Z2Nt6bOVN0vbhXjx44dvgwatfWPIdbj+7dceH0KVSurH49OS4uDvM//thg/ZYGMpkMNapXx/Chb2H1ypU4dewoEp/FIiQ4SOrWDO7OnVCsXbdeVF/88UJ8vXkT3NzcRO9ZWVnhvWnv4sCff4ieDXX23Hl8/+OPBuvX0KTKAvcLYuXLl0ff3r2x+OOF+PuPP/DkUQQiwx6gcaOGUrdmUAqFAlMnT8bt69dx9uRJTBg3DhUrVnzlMu3atsW5UycxZtRI0XuXr1zBdz/8YKh2DWbXnj24eOmyWk2hUODAn39g+rvvwMpKPBbR3d0d32zZjEULPxK998WaL3HvnvnO86lQKODbuDEmT5yIrzdvgt/lS0h+HoftX2+VujWDYxZ4jBAwC0Wz57vvcOzEiYLXPjVrYsqkiRJ2ZFiurq7o1qUL5n84F7/t/QXh9+4iJvIR+vTqKXVrBiWTyTD0zTdx7dJFBF67iv9Nn4Zq1aq9cpkG9evj0N9/Yf6H4vnewiMisGrNGq37sbGxQcsWLTD93Xexe8d23AgMQFLcMyz+eKHW6yQiIiIqruzsbMybuVT0u1OXnu3x+7/fombt6hqX69y9Hf458wu8KldSqz+PS8CyhdqfI5mqrKxsfPDOx2rbacmqeRJ2ZBjzZi5FVla2Wq1B47o4dOYX+DbTfH2xSfNGOHj6ZzRoXFetnpmZhfmzPjVYr4Zy9uRF/LnvkKi+bttnmPfJTDg4iOdhd3Cwx/wlM7F+++ei9/b9+BcunL1qkF4NiVlgFgTMArMgYBaYBQGzwCwImAV1Lq7O6Ni1DWZ++DZ2792IwPuncSvqErr26ih1a0RERERmJTc7D78uDMN/LlmjTmdnTP+lLsrVsNW4XJ2Oznj/r/pw9bRWq6fF5+LvzyIM1a7BXP4lFg/91O/Hs1TIMPXb2ugwvjzkVuLnOjq4KjD8i+ro9b6n6L3jW6IRG5ZhsH4NgVnIxywwCwJmgVkQMAvMgoBZYBYEzAKzIGAWiKg0E+/hiIj+o26tWtiw6nNcPHoYieEPcO3UcXz91ZeYMm4smjRqKJr4oaSp7OWJnRvXI/j8GYx8601YW1u/fqGXtGjSBN99vUVUv/vgAf49cbJY63F2Ek+8VxSWlpbYtWkDfKqLB7fv/XO/VuuUSpuWLfDNV1/C79QJJIY/wMUjh7F+5ecYO3wY6tWuDQsLHtoA4P2PPkbc8+cFr8cOH4bO7dtJ2JH+fffLXjx4GK5Wc3dzw57NG2FjY/PKZat4e2Pb+rWi+vd7fxWt09wtW/MlQu+/uLG9Y9s2GD9yhIQd6d+x02dw/rL6ZADW1tb47pstcHVxeeWybq6u+O6bLaJ9++nzF3D6/AW992pIo4e+iZ+2f4PQa1cQe+8Ojvz+K1Z8vBCD+/WFt6f44kVJ5FmxItYsW4pTB/5CwsP7uH7hLHZv3ojpkyehVbNmr903lASeFSuibi3NE4EUxcA+fbDg/Vmi+unzFxD77JkOnRlXGUdHrFi0EP/+vg/P7ofizrXL+HH7N/hg+rvo2LaNxsHKJY2LszOaN/HVevlWzZph/crPRPX7Dx/CPyhYl9aMKiExERu+3iaqr1m2FL4NG7xyWQsLC2z6YpXoHPp5fDw2bjOPh4IoFAr8b+pk3PO7is8XL4LnayYT+y8HB3v8tmc3qlYWP8xo03bz2AZEREREhvT32R8R+VT9oecujm5Y9u43sLZ69e+glTwqY8mUzaL6wXM/i9ZpynKVudj25xei+sQBs9GmYdfXLv/ukI/QtHZbtVpObjZ27F+ttx6NgVlgFgTMArMgqO5ZB/PHfYnvPz2Fizuf4JcV57F48ka82WUi6lRtDIW8ZP//KsAsCLhfyDey17tYO+tHHNlwB8c338fGub/h3SEfoUOT3nBzKit1e0ZR2rNQwd0LS6duxW+rrqJv22GwUhRv3EWD6s3w2TTxNcmIJ/dx8bp5PYywtGcB4DGCiIiITM8Ph44gLCparebu7IQdn3wEm9eMGa5csQK+XvihqP7j4SMIi3qs1z4NxbtCeWz7eB78f9qNEb26w1rDw3depXm9Oti9VPxgkHuPInH0UtEnB2xerw6cHR2L9d0CS0tLbF80HzW9vUTv/Xas6GO1TcHGn39DQrL6TY41vb2wfu6s146RblyrJlbOmCaqr/9pH5JSU/XapyE1qFkd5dxctV5+xXtvo0OTxqL6r8fNKwt1qlXFV3Nm4uzOrXh28h9c+m47Ni+Yg0mD+sO3tg8UcrnULRpcbm4uPt/1nag+d9wodGvZ/LXLfzx5PNr5NlKrZefkYNWe7/XWozGU9uMUwCwImIV804e9iV9WLsO9v/fh4aE/8MeXK/HxlAno066NTscPc8Is5DP3LOw/dQbJaWlqNRtrKwzt0UWijrTD81fzOH9VqVR497PVyMrOKajNHTsStTSMESciIiLSl3v39yIlJVytZmPthg4dNkEuf/X4CEdHb7Rv+5Wofv/+PiQnP9RnmwaVl5eLoGDxfAaNGs6AZ6XOr13et/GHKF+u9X/WmY3g6+JtY8qYBWZBwCwwCwJmgVkQMAvMgoBZYBYEzAIRERERFebyT0fx7KH6eBkHNyeM+2YeFDavHvvsVrk8Rm+cLapf+fkYnoVFa1jC9Lh5lcOYLXOx6PJ2tBjaFQrr4o33rtK0NiZs/0hUj70fhZDj14q0jmot6+P9f9Zixv5V8GnfuFjfDwAdJvVHt/+9Japf3Xsc6QkpGpYwXYe/+AHKnFy1Ws12DdF3/tjXLlu3azP0eH+4qP7Pyu+Rp1TqrUdDYhZeKO1ZAICn9yJx7VfxOKcxm+bArXL5Vy5rZWuNcd/Mg71rGdE6r+47odc+DY1ZYBYEzAJg42iHgZ9Mwoz9q7A6/E8sDfwWE3ctRLf/vQWfdo1g46D5IXglDbPALAiYBR4jiIiISP++/f57PAhTn2/N3d0d3+7a+fpnlVWpgh1ffy2qf//Dj3jw4IFe+yzpypQpg8+WL8PRfw7hecwT3L0Vgp++/x6z35+Fjh06wMHBQeoWjWL5558hJydHrdaxQ3t88vHHr122R/fumDd3jqj+6fIVUJrROb8pZIH7hXwzpr+H3/ftxaMH9xEdEY4D+//EkkWL0K9vH5QrV07q9gxuzKiRuH09GF9v3oRatXyKtaxCocDObdvQqmVL0XsbN4ufPWvKcnNzsfzzz0X1+R/ORY/u3V+7/JJFi9DhP885zc7OxmerVuqtR2OoV7cuNq5bh8vnzyH5eRz8r1zGtq1bMHXyZDTx9S3xz10GmAUBjxHMQlE9ffoUc+bNV6tt3bSx2M8tN3WjR47Ezz98j3u3QhD3JBpHD/+Dz5YtwxuDBsHbu+TPPdG3dx8EXL2CX378AU2bNCnWsjKZDJ8tW4Y333hD9N6Wr79BXl5ekdfVtnVrbNu6BQFXryD5eRwunTuLjeu+wrgxY1Cvbl0+j52IiIiMbu/3fyL8wSO1mpu7CzbvWg0bm1efE3tX8cS6b1aI6vt+2I+H/1mnuVuzfBPu331xn2Lbji0xctwQCTvSv9PHL+DyeT+1mrW1Fb7+dg1cXJ1fuayrmwu+/nYNrP8zzv386cu4cOaKvls1qJVLN4hqQ0cPKtK/98hxQzB01EBR/YtPxes0ZcxCPmaBWRAwC8yCgFlgFgTMArMgeGvUQGz74StcvX0cd2Ou4rfDe/Dx8tnoN7gnPL0rSt0eERERkVm6+uszxIVnqdXsXeUYvb4GFDav/v90Ny8bjFhTXVS/9tszPAvP1GufhqTMVeHIOvGzg7q/Vwl1Ojq/dvnesz1RvZX6cyCV2Soc3WBezyNiFpgFAbPALAiYBWZBwCwwCwJmgVkQMAvMAhER78Igotdq3sQX0yZNRIsmTUrcTYNFMX7kCIwbMRyWlpZar6Nfzx7o2rGDqH7g8L+6tFYsVlZWeH/aO6L6uUuXjdaDPnTv1BGTxoxG4wb1IZfLpW7HJP1z7Dh+/v2Pgtdurq74YuknEnZkGBu3bRfVPpk3Fx7u7kVavmuHDnhz4AC1mlKpxKbt4vWaq+CbIVizcXPBa2tra2xZs1rCjgxj4zfbRLX3pkxGHZ+iTZ5Sx8cH702ZLKqv//obnXszpomjR2Ho4EGoXrWK1K1Ipka1qpj17jto37oV7O3tpW7HbL3/7juicz6lUomLV4v2QA5T4OrignkzZ6Bbx45wdnKSuh2zNWbYUFSqUEFUP3fpkgTdaGfXDz8hNS1Nrda8iS/GjxxRpOVtbGywZvmnovrWXbtFk+eZokoVKuCrz1agXNmyWq/D0dEBS+fPE9WPnjqFzEzz+Y8AIiIiIkP46chWUe2dIQvhWsajSMu3rN8J3VsOVqsp85T46Yh4AkdTdcrvIJ7EqU+OUs61EqYMmluk5WUyGRZMED9I/fDFXxGf9EwvPRoDs8AsCJgFZkFQv3pTDO8xFQ2qN4OVovT9/yrALAi4X8g3pvd76NJ8AMq5VZK6FcmU9iwM6jgGAzuOhqWF9uMuOjTpjZb1O4vqp/0P6dKa0ZX2LAA8RhAREZHp2bzvN1Ht48kT4OHiXKTlOzdvije6dlKrKZV52LzvD80LmJix/XpjTL/eOo2T7tOuDbo0byqqHzx7XpfWisVKocDMkUNF9fNB143Wg66yc3Kw48+/RfUvZk2HTRHH8I/r3wfN6tZRqyWnpeHbA4f10qO5mDtulKgW8uAhEpJTJOhGO83q1sY7bw5G83p1YG1l9foFSqC/z57Ho5inarVKZT0wb/zoIi0vk8mwfu4sUX3v0ROIjU/QR4tGUdqPUwCzIGAW8s0Y8RYGdmoPTx3GRZo7ZiGfuWfhu0Piewr7d2gHZ0dHDZ82TTx/1R9Dn79u+/0vXAy+UfDap7KXxu8kIiIi0qeQW+L79X1958LWpmjzAFSs2AFVq6jPA6BSKRFya4de+jOGiEeHkZoaqVazt6uIRg3fL9LyMpkMbVqvEtUfhP2BjAzzGR/BLDALAmaBWRAwC8yCgFlgFgTMArMgYBaIiIiIqDCnvv5TVOu7YCwc3Z2LtHztTk3QZJD6nNB5yjyc+ka8XlPUenQvtB7VExY6jPdu0KsVandqIqpfP3SxSMsPXDwRNds21Pr7AaDPvDGwc1YfG5OXq8SNo+bzIPakp/Hw//OMqD78y5mQyWRFWkfvuaPgXEn9ftK48Ce4/o95zO/ILORjFvKd/mY/VHl5arUmgzqgVkffIi3v6OGCfh+NE9VPbvldL/0ZA7OQj1lgFgT2rmXQ84MRqN25KeycHaRuRxLMQj5mgVkQ8BhBRERE+rZh02ZRbcmiRfDwKNocbl27dMFbQ4ao1ZRKJTZs3qKX/koLV1dXzJ87F926doWzs7PU7UgiJiYG+34Tn5du3rChyOf8Hy9YAE9P9fk5wx4+xN8HD+qlR2MwhSxwv5Dv/ZkzMHjgQHh6ekrdiiS+3bUL1apV03p5uVyO1Ss/F9UDAgMRGRmpYQnTtP/vvxERoT7Pp6dnJSycP79Iy8tkMmzesEFU/+mXvYiNjdVLj8bQvFkzTH/3HbRo3rxUPncZYBYEPEYwC0U14/0PEB8fX/B63JjR6Nypk3QNGcikCRMw7K23UL16dalbkcSm9evQqKFu4x3WrFopmq/x2bNnuFiMZ3p279YNkydORONGjfg8diIiIjIJ2zZ+J6p9uHgG3D1ci7R8hy5tMGBIb7WaUqnE9s3i9Zqrm8G3senLF/coWltbYc2mpRJ2ZBjbNn0rqk2ZPhY+dWoUaXmfOjUwZfpYUf3r9Xt0bc1ogvxv4NqlALWara0Nlq1eUOR1LFvzEWxtbdRqF89exfXAW3rp0RiYBWZBwCwwCwJmgVkQMAvMgoBZyDd6wlsYPLQvqlb3lroVIiIiohLjzM4nolqf2V5wdFMUafla7Z3QuJ+bWi1PCZzdJV6vqbr+bzzio7LUas4VrNBjRqVCllAnk8kw9DPxeEr//XFIicvRS4/GwCwwCwJmgVkQMAvMgoBZYBYEzAKzIGAWmAUiIgupGyAiKi2GDR4kql0LDDRqD107dhDVklNSkJqaZtQ+yHBSUlIxfc6HarXVny6Bu5ub5gXMVOD1Gwi5E6pWs7e3w+i33irWeqaMGyOq7f1zP3Jzc3XqzxQolUq8PesDtb/LvJkzUKtm0QapmYtncXE4euq0Wk0mk+Ht8eIBdq8yZewY0YRH/544iecv3UBPVFo4Ojqgua94wtvHT8zngh/ph0wmQ+f27UT1x09iJOhGOz/++quo9vZ48STNr9KraxdU9vJSq8U9f45/T5zUqTdzMrBPb9EkVGlp6bgVeleijoiIiIikdyc8GA+ibqvVbK3t0a/d8GKt580uE0W1I5d+Q67SPK5PHTr/s6g2sOMYKORWRV5HDc868K3VWq2Wq8zBkcvm8TAVZiEfs8AsCJgFEjAL3C/QC8yC/vRqPURUu/nAX4JOtMMs5OMxgoiIiExJUOg93AoLV6vZ29pgZO8exVrP5EH9RbXfjp0sEWMRi+qt7l1ENb9bd4zaQ5fmTUW15LQ0pKanG7UPbR2+cBnxyclqtcoVyqNn65bFWs+kQf1EtV/+PaZTb+amQ5PGsLQU3y4V/eyZBN2Qtn4+LM7tuP59YKUo2s3PAFC3WlW0adRArZaTm4vfjp/SuT9j4HEqH7PALNALzELJEPEkBmf8xfcUjuvXR4JutMfzV/0x5Plr5NNYLNqyTa228cMPYG1V9GvyRERERMUV9/wGEhPVrw/L5XaoUWNosdZTu5b4XvGwh38iL888fne5f198b6OPzwhYWhb9XMzFpTbKlVM/x87Ly0HYw7907s8YmIV8zAKzIGAWmAUBs8AsCJgFZkHALDALRERERFS4yOB7eHI7XK1mbW+DlsO7F2s97SaIxyf4/34KylylLu2ZlaZDOotq4QHGG+9t42iH+j3F40oi/I075lwXfr+dRN5/MlOjbUNUqF25yOuQWynQeqR4vNfVvcd17s9cMAv5zD0Lypxc+P0uHofbftKAYq2nxbBusLa3Uas9vhmGxyFhOvVnLMwCsyBgFkjALJCAWeAxgoiIiPQvMCgIIbduqdXs7e0xZtTIYq1n6uRJotreX3/l/ZVULD/v3SfKTIf27VC3Tp0ir8PKygrjxoifnffjT+J5+kgz7hdIn9q2aQNPz0qi+jV/85nv9IcffxLVJowbB6ti3FNcr25dtGvbRq2Wk5ODvb/+pnN/ZDzMAo8RAmbh9f76+wB+/f3FXMbu7u5YvXKlhB2RKfP29kbrVuLxDlev+UnQDREREZHurgfewp1b99RqdvZ2GDpqYLHWM27KMFFt/75DZvO706solUq8/85Ctb/LzA/fRo1a1STsSv/insXj1NHzajWZTIZxU4v3HJ0xk4dBJpOp1U4cOYv45wk692gM+34U34/bf0gvuLq5FHkdrm4u6DdYPN7nt5/N5F5fZgEAswAwCwJmgVkQMAvMgoBZYBaIiIiIyHAib6bhSWiGWs3KzgLN3/Qo1nraji4nqgX89RzKXJVO/RnLtd/FzydpNbws5FbiZ5kUpkItO1Rr4ahWU+aoEPB3nM79GQOzkI9ZYBYEzAKzIGAWmAUBs8AsCJgFZkHALBBRaVf0vR0REemkQd26olpMbKxRe6hYvrzGekpqqlH7IMNZuHwFIh8/LnjduX07jB0uvmHB3B3494io9ka/fnB0dCjWerq0bw9vT0+1WuyzOFzxD9CpP1Owbus38AsKKnhdu2ZNzJ81Q7qGDOTw8ROim2/atWqFalWqFGs9NapVRZuWLdRqOTk5OHLipK4tEpmliuXFF/x4vlA6VdCQhVQzycKjqChcD1GfOMfW1hZvDSzepM4WFhYYNfRNUf2ghvORksre3h7VNRxbjf37DBEREZEpOe3/j6jWtcUA2Ns6avh04VrU64gKbl5qtfjkZ7hx/5pO/RlDdk4WLt8UP0hlYIdRxV7XAA3LnA4Qb2NTxCwwCwJmgVmgF5iFfNwvkIBZ0J+aXvVFtbikpxJ0oh1mgccIIiIiMj2Hzl0Q1QZ17ghHe7tiradTsybw+s8Yi9iEBFwNua1Tf+akfo3qotrT+Hij9lDB3U1jPSU9Q2Pd1GjK46g+PUWTDb7OW927wMZa/YFKgaF38ThWfBNlSWWlUMDdyUlUN5csEJCVnY0TV8UPMRrTt1ex16VpGU0/b6aIxylmQcAskIBZKBl+/OcIVCr1iTg8y5VF5+ZNJOpIOzx/1R9Dnr/O/GItUtLTC16P7dcbHZr66rxeIiIiold59OhfUa1K5X6wUhRvHoAKFdrD3l59HoDMzDg8e+avU3/GoFRm4XH0GVG9Zo3iPZCmsGUeRYq3sSliFpgFAbPALAiYBWZBwCwwCwJmgVkQMAtEREREVJjrhy+Jao0HtIeNY/HGy9Tq6AtXr7JqtZRniQj3Kz3jZSrVqyqqJT817gPQNfdg3DHnutCUx9YjexR7Pa1G9hTVbp/0Q252jlZ9mSNmIZ85Z+HBlRCkxSer1Vy9y8GnfaNirce2jD0a9Wsnql//R7yNTRGzwCwImAUSMAskYBZ4jCAiIiL9+/vgQVFtyOBBcHQs3hxuXTp3hre3+hxusbGxuHL1qk79Uely4JA4j+PGjCn2esZrWObIsWPIzs7Wqq/ShvsF0reG9RuIajEx5jHfaVZWFo6dOCGqa9rPvI6m/dkBDT9vZJqYhXw8RjALRZGUlITpM2eq1dasWgl3d3eJOiJz0EDT+cJT8zhfICIiIvqvIwfFvzP0G9wDDo7Fu6evfefW8PSuqFZ7Fvsc/leDderPFHy9fg+C/G8WvK5Zqxpmzntbwo4M4/jh08jNzVWrtWrXDFWqeRdrPdVqVEaLNurzKebk5ODkkXM692gMRw+dFNVGjH2j2OsZrmGZfw+K122KmIV8zAKzIGAWmAUBs8AsCJgFZoGIiIiIDOfmUfFcA437uMHGwbJY6/FpVwYuldSffZISl4OIwBSd+jOGnKw8hJ5NEtVbDvUo9ro0LXPzqHHnF9EWs8AsCJgFZkHALDALAmaBWRAwC8yCgFlgFoiIAMBC6gaIiEqLMhpu0E1KNu5Jc5aGiThkMhlcXZyN2gcZxoUrV7F11+6C1zY2NtiyZrWEHRnOqXPnRbWObdsUez0ymQwd2rQW1U+cOatVX6biwcNwLFn1RcFrmUyGLV+uhpWV1SuWMk/6ygIAdGrbVlQ7cZYD8qh00nTO4ObiIkEnJLWsLHEWXF3NIwsnNezDmzVuDHt7+2KvS/MxwrzPF4rLUcNNs8nJyRo+SURERFQ6XLslfoh6szrti70emUyGpnXEDxG5cvO0Nm0ZVfDdK8jMzlCrVXDzQqWyVYq9ruZ1O4hqQaGXkJ2TpW17RsMsMAsCZoFZoBeYhXzcL5CAWdAfB1vxuIvUdPO5Tsks8BhBREREpue0f6Co1qFJ42KvRyaTob2v+CHTp675a9OWWSpjbyeqJaWmGbWHrBzxQ8plMhlcyxTvIUtS0Vce7W1t0bRObVG9NOUR0JwHN6cyEnRC2rh8IwQZWeq/33mVL4cqFSsUe10dm/qKahev39A4TtLU8DjFLAiYBRIwC+ZPpVLh+0P/iuqj+/SEhYV53e7N81f9MsT5696jJ3D4wuWC1x4uzvjsf+/otE4iIiKionjyRHzvd4UK4vvzXkcmk6FCefE8AI+jTf++vqex16BUqo+PsLf3hKNj5WKvS9O2e/r0KpRK0x8fwSwwCwJmgVkQMAvMgoBZYBYEzAKzIGAWiIiIiKgwoWeDRDWfduJxL68jk8lQo21DUf3O6QBt2jJLtmXE8+9lJht3vLeNo7iHDCP3oK2czGw8vHpLVK+pRR49qlWEi6f6g22y0jIRpmH9JRWzkM+cs3BXw/65ZtuGkMlkxV6XT3vxtrtzxvT3z8xCPmaBWaAXmAUSMAv5eIwgIiIifTt1+rSo1rGDeB6y15HJZOjYXjz32/GTJ7Vpi0qhzMxMXLp8RVTvpEUeq1evDi8vT7VaWloaLl2+XMgS9DLuF0jfymiYoygpOUmCTorv4qVLyMhQH4vo7e2FqlWrFntdnTt2FNXOX7yIrCzTH4tIzIKAxwhmoSg+XPARoqOjC1536dQJY0ePlrAjMgcazxeSzON8gYiIiOi/zp0WX4ds27Flsdcjk8nQpn1zUf3siYta9WUqHj54hFVL1xe8lslkWLNlGaysrCTsyjA0ZqFDC63W1a5jK1HtzEnTz0LEw0hEPIxSq1lZKdC8dZNir6tFm6awslKo1R7ej0BkxGOdejQGZoFZEDALzIKAWWAWBMwCsyBgFoiIiIjIUO5eEP/fe402xX9Wh0wmQ41W4uVCz5n+/+0/9EtBTmaeWs2lkhXcvG2Kva6abZxEtbBrycjJytPwadPCLDALAmaBWRAwC8yCgFlgFgTMArMgYBaYBSIiADCvJwATEZmxyGjxwBZ3V1ej9nDvQZioVq92LVhbWxu1D9K/rKwsvD3rA6hUqoLa/FkzUbN6NQm7Moy8vDwEXA8W1du00G4Qlqbl/AIDtVqXqXjng9lqN8mPHzkcHdqIH0RVElwLEP9btWmpZRY0LGfuWSDS1v0w8TlDk0bFnxCYzJ+mLDQ1kyxoPkaIb+IsipZNm0Aul6vVwh9FIu75c63WZ46iHkeLam5ubhJ0QkRERCS9vLw83HoYJKr7+ohv9iuKxhqWCwnz12pdxnQzzE9Ua6TlNvAsWxXuzuXUalk5mbgXGaLV+oyFWcjHLDALAmaBBMwC9wv0ArOgXzHx4nEXzo7mcZ2SWcjHYwQRERGZkry8PATeCRXVWzesr9X6NC3nf/uOVusyR1FPY0U1N2fxzXaGdD8ySlSrW60KrM1gIuzY+ARExjxVq8ktLdGsbm2t1qcpj36lKI9xiYlITElVqzk52KO6ZyWJOqLiuhZyW1TTdv9ctVJFlHdTv28jMysbNzXcW2FKeJzKxywwC/QCs1AynAsIQnj0E7WaTCbD2H69JepIOzx/1S9DnL8+T0rC3K82qtVWzpgGNyfj/p5GREREpY9KlYe45+J5AMqV1e7eb03LxcUFabUuY3r2LEBUK1dOu21QxrEKbG3LqtWUykzEJ4ivm5gSZiEfs8AsCJgFZkHALDALAmaBWRAwC8wCERERERUuLy8PkUF3RfVqrbQbL1O9pXi5iADxeJySKiFKPN7b3q34D6bRqYfH4h4c3MxjLEPUzQfIzcpRqzmVd4N7lQpara/U55FZKGCuWQj3F4/vqt6ynlbrqq5hvx4ZdE9tnnVTxCzkYxaYBXqBWSABs5CPxwgiIiLSp7y8PPhrePZI29ZttFpfm9biZ3j5+Zn+HG5kGoKvX0dWVpZarUKFCqhatapW62urIY/XmMfX4n6BDCEySjx3kbuZPJfpqp94nk9N+5eiqFatGsqXL69Wy8zMxI2bN7VaHxkXs8BjhIBZeLUzZ89ix65dBa9tbGywddMmCTsicxGl6XzB3TzOF4iIiIhelpeXh+AA8TM9WrZuotX6WrRpKqoF+t/Qal2mYva0j5GRkVnwesS4IWjTXrtnopu6wGvXRTVN/6ZF0aKNOENBfqafhQAN26BRk/qwti7+vOY2NtZo6CseIxNoBtuBWWAWBMwCsyBgFpgFAbPALAiYBSIiIiIyhLw8FSKvp4nq1Zo5arW+as3F82g8CkrV8EnTEqGhx2rNtdsG7pVtUKasQq2Wk6nCkzvpWq3PWJiFfMwCsyBgFpgFAbPALAiYBWZBwCwwCwJmgYgIsJC6ASKi0uL6zVuiWsUK5TV80nB+P3BAVBvUt69ReyDDWLH2K9y5d6/gdR0fH3w44z0JOzKc+2EPkZam/ouWvb0dfGpU12p9vg0biGrBN8U3i5iLXT/8iFPnzhe89nB3w6oln0jYkeFkZGTg7oMHorpvA+0ewNBEQxbu3LsvmiSJqKS7c+8eQu6oT9hbtbK3xv0llWzxCQk4df6CWs3RwQHdOnWUqKPiCQ4RH899G2iXY3t7e/hUF59rBJnxpDHF8SwuDtExMaJ6JSP/PkNERERkKiKfPkBGlvqAC1tre1SuUFOr9dWu0khUC40w/ZsEQyPE58O1qzTUen2at4P4ZkxTwizkYxaYBQGzQAJmgfsFeoFZ0K+7Gv6uZV0qStBJ8TEL+XiMICIiIlPyIOox0l6aNBkA7G1tUNPbS6v1Na7lI6oF372v1brM0fV74rF8FT3cjdrDnyfPiGoDO3Uwag/aun5PnJWa3l6wt7XVan2a8ni9FOVRUxb6dWgHCwveQmUubtwX71Ma+Wj3OzRgnj8TPE7lYxaYBXqBWSgZvjv0r6jWrnFDVK1kHte6BTx/1S9DnL/O/WoTniUkFrzu3KwJRvbuofX6iIiIiIoqOfkhcnPV5wGQy+3g5KTdPABubuIxBc/jTf+evvgE8dwibq7a3f8OaN4O8Sa+HZiFfMwCsyBgFpgFAbPALAiYBWZBwCwwC0RERERUuGdh0chKUx8vY21vg3I1PLVan1ejGqJa1A3xGLWSKupmmKjmXMG447019eBk5B609VhDVjwbavd7C8A8MgsvmGsWHmv4N/RsKP67FEW5ml6wsrNRq2WmpONZWLRW6zMWZiEfs8As0AvMAgmYhXw8RhAREZE+3b//AGlp6nO42dvbw0fLe46b+PqKakHXOXcZFU2whqz4NhLPh1dUvo3FeQy+Hqz1+koL7hdI33JycnD7P89rA4BKFStJ0E3xXdeQ18aNGmu9viaNxcsGBXPfZA6YBR4jBMxC4TIzMzH13WlQqVQFtY/mz0PNmtpdv6TSJfi6eP5vczlfICIiInrZw/sRSE9Tv6fPzt4O1X2qarW+hr51RbWbwbe1Wpcp+GH3rzh36nLBa3cPVyxZ+aGEHRlORkYmHtwLF9UbNBb/mxZFQ996otq90DBkZWVrtT5jCbl+R1Sr37iO1utrYIY/E8xCPmaBWRAwC8yCgFlgFgTMArNARERERIYT9zAT2el5ajUrOwuUra7ds088G9iLalEh6Ro+aVqib6WJap71xX+XotK0bFSI+DtMCbOQj1lgFgTMArMgYBaYBQGzwCwImAVmQcAsEBEB2j/tlYiIiuWHfftEtY5t2xrt+0Pv3cem7TvVaq4uLpg+eaLReiDDuHHrFlZv2FTwWiaTYevaNbCyspKwK8N5EB4uqnlX0m7CfQDwqiS+wTU6JgaZmZkaPm3ansQ8xYefLFWrfbnsU7i6uEjUkWGFR0YiL0/94oadnS083LWbpN3D3R02NuoTdiqVSoQ/itS6RyJzo1QqMWvBQlH9ow/eh4UFf30sbeYtWYqMjAy12oy3p6KMo6NEHRVPmKZzBi/tzxk8K1UUf8fDCK3XZ05+2Peb2gQzAFCurAfq+Phovc6458+x4su16DtsBGo2bQ6XKtVhV9ELnnUboGHbDhgwYhS+2LARl/38RN9NREREJLXIpw9FtQpu2p9rltew7LPEJ8jKNu3rU1GxGraDu7fW6yvvKt4OURq2tSlhFvIxC8yCgFkgAbPA/QK9wCzo18HzP4tqzeq0k6CT4mMW8vEYQURERKYkLEr8IGevcuW0Xp9nOQ9R7Uncc2RmZWm9TnPy0+GjoloH38ZG+/67EY+wZd8fajXXMmXwzpuDjdaDLjTl0bu8fvP48HHpeHh5bHwCPtv5rVrNSqHAnDEjJeqItGGMn4kwE/+Z4HEqH7PALNALzIL5S01Px/5TZ0T1sf16S9CNbnj+qj+GOH89eukKfv73WMFrG2srbJz3gdbrIyIiIiqO5JRwUc3BXvvxEfb24nv60tNjkJtr2uMjUpLDRTUHBy+t1+egYTska/gOU8Is5GMWmAUBs8AsCJgFZkHALDALAmaBWXid5JQI+AesxD+H38DeX5vi2++rYM933vh5b0P88WdHnDg5ATdDtuF5/E2pWyUiIiLSu7iH4rEDLp5ltV6fpmWTnjxHTmbpeAD4lV+OiWo12zUy2venPEvArePXRHWf9sbrQRfPHj4R1Vy9tB8v41JJnEdNmS+JmAV15piF7PRMJMU8F9XdvHXZDuIxZKa+HZgFZkHALJCAWSABs8BjBBEREenfg7AwUc3bS/vxFV6e4nEJ0dHRZvmsMgAIe/gQi5YsQdeePVHVxweOrm6wc3KGZ9VqaNikKd4cNhzrN25C8PXrUrdaIjwIE89z5+2t/Vx6XhqeoaPpO0gd9wukbwcOHUJ8fLxaTaFQoG2b1hJ1VDya9huVK2u/b/LU8DOh6eeOTA+zwGOEgFko3JJly3Hv/v2C13Xr1MGHs2dL2BGZi4DAQNwMCRHVO3XsIEE3RERERLp5GPZIVPP0qqD1+ip6ipeNiY5FZqb5zWsY8yQWS+atUqstW/0RXFydpWnIwCLDo5CXl6dWs7OzhbuHq1brc/dwhY2NtVpNqVQiMjxK6x6NIVzDz4SXdyWt11dJw8+Epu8wJcxCPmaBWRAwC8yCgFlgFgTMArNARERERIYTFyEeh+NSyVrDJ4vGpaKVqJb8NBs5mXkaPm064iLE19R12w7iZTVta1PCLORjFpgFAbPALAiYBWZBwCwwCwJmgVkQMAtERICF1A0QEZUGZy5cxPWQW6J6/149jfL9l65dQ4833kRGRkZBzdLSEtvXr4WHu7tReiDDUCqVmDLzfeTk5BTUJo4aiXatWkrYlWE9ihQPjvLy1H4gWrmyHrC2Vv9lTqVSIULD95i6GfMXIDEpqeB1t04dMfKtNyXsyLA0/Rt5VdQ+C/nLix/YFR4ZqdM6icxFQmIiRkyeiuOnz6jV3+jfDxNGjZSoK5JCRkYGZsxbgN0//qxWb9msKRbOfl+iroonIyMDsc/iRHXvSto/1NG7kvgYEx5p2oPX9SE3Nxfb9nwrqvft3h0ymUzr9d4KDcUnn6/CkRMn8TDiEVJSU5GdnY2Y2FjcCg3FP8eO46NPl6Ndr75o3L4jvv35F7VzXiIiIiIpPYkTXyso7679RI1uTmVhpRBfn3oSZ9rnm5r6q+Cm/Tl3eXcNE1aa/DZgFgBmAWAWBMwCCZgF7hfoBWZBf/xun8fdRzdF9U5N+0jQTfExC/l4jCAiIiJT8igmRlTzKi9+8HVRlXN1hbWVQq2mUqnwKOap1us0F+cCgnDj/gNRvW/7Nkb5/ss3QtD7vQ+QkfXiRkFLSwtsXTgXHi7ORulBV/rOo1c58YPPY57HIys7W+t1moM7DyPQ+733EfNc/QF6n//vXdSuWlmirkgbkUb4mYh4Iv4OU8LjVD5mgVmgF5gF8/f7idNIy1CfeMLRzg5vdO0kTUM64Pmrfhji/DU1PR3vrVqrVps/fgyqa3joOxEREZEhpKaKx0fYO2h/77etbVlYWv53UjcVUtNMex6A1DTxdnCw13472NuLz+c0bWtTwizkYxaYBQGzwCwImAVmQcAsMAsCZoFZeJ2nTy8jKHgtnsScR2pqJHJz06FUZiI9PQYJibcRHnEIV65+jP1/dcHfB3sjPPwgVCqV1G0TERER6cXzR+JxLK6e2o9PKFPWBXJr8XiZ+MiSP17m7vlgPL4ZJqo37NPaaD2c3XkAeblKtZq1vQ1qdfA1Wg+60JQTXfLo4iVeVlPmSyJmQZ05ZiE+KlZUU9hYwdHDRet1umjYhia/HZgFZuH/MQskYBZIwCzwGEFERET6F/FIPK+Yt5f2c7iVK1dO87PKIsxz/rJz5y9gxecrcer0GUREPEJaWhoyMzMRHR2NmyEh+GP/frw/Zw58m7dAmw4d8cf+/RxboINHmvLorX0eNWU5PCJC6/WVFtwvkL5t3rpVVOvQrh2cnJwk6Kb49P0zoWm/FsF9k1lgFniMEDALmgUGBWHtunUFr2UyGb7evAlWVlbSNUVmY9OWLaJa9WrVULdOHQm6ISIiItJN1KNoUa2Sd0Wt11e2nDusrdXPq1UqFaIiHmu9TqnMn/kpkhKTC1536tYWb44cIGFHhhWpIQsVPcvrtM6KnhVEtUcmngVNPxOeXuK/R1F5eol/niJNfBswC/mYBWZBwCwwCwJmgVkQMAvMAhEREREZTnxUlqjmUkn7sRyOHgrIrWVqNZVK8/eYEs3b4b/z6RWdpm0YH2mO24BZAJgFgFkQMAvMgoBZYBYEzAKzIGAWmAVBacsCEZGF1A0QEZV0ubm5mPPxYlG9Qd06aNuyhUG+My8vD+GPHuHX/X/hzXET0LHvADx+8qTgfXt7O3y3dTMG9uljkO8n49nwzXb4BQYVvC7r4Y6VS8R5K0mePX8uqlUsX07r9clkMpQvK56kMS4+Xut1SuHPg4fw58FDBa9tbGywefUXEnZkeHEaslBBhyzkLy8e0Pdcw/cQlRSJSUk4c+Ei5i35FHVatsEfBw6qvT/8jcH44RvxhEJU8qSmpuHStWv49Is1qNe6Hbbs3KX2fuf27fDPvl/MZmIRTcdxCwsLlCvrofU6NR8jzOt8QRsbvtmOe2Hih/S8PWG80XoIuROKSf+biXa9+iIsPNxo30tERERUmISUOFHNw0X7mwRlMhncnMTXNBJSTPuaRFKq+HzYw0X7G0Y9nMXLmvo2YBbyMQvMgoBZIAGzwP0CvcAs6EeuMhdrfpgvqtf0qofGPsZ7oLgumIV8PEYQERGRKYlLTBLVKri7a70+mUyGcq6uRfqekiQ3NxcfrtssqtevXg1tGjUwyHfm5eUhIvoJfjt+CsPmLULXt/+H6GcvzrntbW2wa8lCDOjY3iDfbwj6zmMFdzfIZDJRvaTlUaVSIfpZHA6du4hJSz9Dy7GTcSssvOB9uaUlVs2cjmlD35CuSdLK86RkUU3XnwnRd5j4zwOPU/mYBWaBXmAWzN93Bw+LakO6doKdjY0E3eiG56/aMcb56+KtOxAZ87Tgdd1qVfDBmBG6tE1ERERULJmZ4v+zt7PTbXyEra14HoAsDd9jSjIzE0Q1XbaDpmUzs0x9GzALALMAMAsCZoFZEDALzIKAWWAWBMwCs6BPz57548SpiThydBgyMsXj14mIiIjMTepz8bgBpwriMWBFJZPJUKaceLyMpu8pSZS5Svy+QDyfZMV6VVG9VX2j9BAf+RTHN/4qqrca1RMKG/OY2zA1Tr95dC4vXjYtXjxmsqRhFsTMMQuatoGm/WtxOGvYhqa+f2YWmAUBs0ACZoEEzAKPEURERKR/z+KeiWoVKmo/d5lMJkN5Dc+3inte8v+v/fKVK3hz2HD07tcfz56Jtyu9nqbtVrGC9nnUtCyflfZ63C+QPv3+5584dfqMqP7O21Ml6EY7mvYb+t43xcVx32QOmAUeIwTMglhubi4mv/0OcnNzC2qTJkxAu7ZtJeyKzMU1Pz9898OPovo7U83nfIGIiIjoZc+fiZ8ZUr6C+J68opLJZChbXvy88OfPxfdPmrKDfx7Bof1HC17b2Fjji41LJezI8DRmoaL49+DiKF9RnKX4ONPOwvM48XYop8N20LQNTP3ngVnIxywwCwJmgVkQMAvMgoBZYBaIiIiIyHBSn+eKak7ltJ97QCaToYyHePm0hByt12kMaQkatkN57beDpm2YFi/+DlPCLORjFpgFAbPALAiYBWZBwCwwCwJmgVkQMAtERIBc6gaIiEq6z9auQ+CNG+L64kUaH0ReHIeOHsPYd6ap1ZRKJdLS06FSqUSft7CwwJD+/bBs4UeoUa2qTt9N0nsYEYFPVq5Uq61dvgwuzs7SNGQkCYmJopqtja1O67SzFS8fn2A+g7ASk5IwY94CtdrHcz5A9apVpGnISAySBTsNWdDwPUTmplrjpkhKVp+ENy09XW3iiJfVrVULiz+cgzcHDjBGe2REHfsNwM1bt9Vq6RkZyMnRfCHX29MT82fNxJRxY3Q+dzUmTccIGxtrnf4OGs8XSvgx4vbdu/hk5SpR/a2BA9C0cSO9fY9cLoeVlQLp6Rmv/Jx/cDCad+mO377djc7t2+nt+4mIiIiKKzlNfN3IWqHbNQlbK/Hymr7HVKSmJyNXKf6d0trKRut12ljbiWrJqaa7DQBmAWAWBMwCs0AvMAv5uF8gAbOgHzv2r8ad8GBRfebwT83m2jWzwGMEERERmZ6E5BRRzdbaWqd12tmIz200fU9JsmrPDwi6e09UXz79bZ3P1w9fuIQJnyxXqynz8pCWkVnoOOnBnTti6TuTUN3LU6fvNjZNObHRIY8ymQw2VlbIyMoSfU+lsuIJ0E3dzfth6PbO/9RqeXkqpGVmIi8vT+My3Vs1x5J3JqNJ7VrGaJH0KDktDblKpaiuyz7a1gz3zzxOMQsCZoEEzIJ5exAZhYvB4vsLx/TrLUE3uuP566tJdf56+UYIvvl9f8FrmUyGjfNmQyHnVAJERERkPFnZiaKa3FL7cQH5y4vHR2Rlib/HVGRnp0ClEo+PsJRrvx3kcvPaBgCzADALAmaBWRAwC8yCgFlgFgTMArMgYBaKzsJCAZlMDqXy1XNzPI4+jf1/dUHPHnvh6lLHSN0RERER6V96onh8gsJGt/EyVrbi5dMSSvZ4mX/X/IjI6/dF9cFLpxjl/sy8vDx8P20NslLVz2Ntytih15xRBv9+fdGURysd8mhlJ15WmZOLzJR02DiK75ssCZgFzcwxCxq3gYb9a3EoNCyv6XtMCbPALAiYBRIwCyRgFniMICIiIv1LSEgU1XR/Vpn4XCo+3vznL1MoFJDL5cjIePXYgqPHj8O3RUv8e/AA6terZ6TuSgaNz0vT8CyborKzE2cxJycHKSkpcHR01Hq9JR33C6QvsbGxeG/mLFG9ZYsWeGPQIKP3o43k5GSNz6DT977JnJ7pWVoxC/l4jGAWCvPlunUIDAoqeF2uXDms+myFdA2R2cjIyMCEyVNE84VUruyNae+8LVFXRERERLpJTEwS1Wx0/H99W1vxPYGJ8eLvMVVJicmYP2uZWm32wumoWt1boo6MIzExWVTTOQt2Gua41PD7uilJTBBvB1sdtoOmbWDqPw/MQj5mgVkQMAvMgoBZYBYEzAKzQERERESGk54kHueisLHQaZ0KW/HyaQni7zEVGSm5yMsVP5NRl+2gcRskmu42AJgFgFkQMAvMgoBZYBYEzAKzIGAWmAUBs8AsEBEJ+JRWIiIDOnXuPFZ8uVZUf3PgAPTu1lXn9efm5iApWTwgRZN6tWthw6qV6Ni2jc7fS6bhnQ/mID39xeQ4Pbp0xvAhb0jYkXFomhDIxka3BzTZalg+MzNTp3Ua04eLl+DJ06cFr+vXqY3Z06dJ2JFxpGvIgqYbc4pDUxYyMswnC0SFSUpOLtI5g729HRbO/gCz3nkbVlZWRuiMjC01NbVIWZDL5Zjx9lQsmjMbjo4ORuhMvzQeI3ScOEfTMSbDjM4Xiis9PR0jJk0RnXs5OzlhzfJPtV5vubIe6NmlCzq3b4f6deqgZrVqcHCwBwBkZ2cjOiYGFy5fxYEjR/DnwUNQKpVqyyclJ+Ot8RNx7vBB1PHx0boPIiIiIl1kZmm4PmWl2zUJayvx+Wpmtumeb2Zma56020bD36OoNG3DrEK+x1QwC8yCgFlgFugFZiEf9wskYBZ0dy3kLLbvXyWqd285GO0a95CgI+0wCzxGEBERkenJyBKfO9lY6zZextZaPKFcRlaWTus0ZWf8A/H57u9E9Te6dkLPNi11Xn9Obi6SUtOK9Nm61apg3ZxZaN+ksc7fKwVNebTVQx7/mz9zzaMyT1nkLHiVL4fVs97DwE7tDdwVGUp6IWOydPmZMMf9M49TzIKAWSABs2Devj/0r6hW09sLbRo1kKAb3fH89dWkOH/NzsnBtM9Wqz0gctKgfmabMSIiIjJfylzx/9lbWuo2PsJSLl4+V2m64yNyc9M11uU6bAdNyypzTXcbAMwCwCwImAVmQcAsMAsCZoFZEDALzIKAWdDMwcELnpW6oHz5NnBxqY0yjlUgl+ePu87NzURa2mPEPL2Mh+F/4/HjU6Ll09NjcPTYKAzodxh2duWM3T4RERGRXmSni8cNKGx0ewC4puVzMsxzfEJRhJ4NwuEvfhDVmwzqgHrdWxilh39X/4jQs4Gi+sDFk+BUztUoPehDtoacKHR4IH1hWc7JzIKNo53W6zVlzIJm5pgFQ+yfrTRsQ03b2pQwC8yCgFkgAbNAAmaBxwgiIiLSv/R08RgLW1tdnz0iXj4j07zmL6tc2Ru9evRExw7tUb9ePVSvVq3g75WZmYlHjyJx7sJ5/Pb7Hzhy7Jho+ejoaPQbNAiXz51D+fLljd2+2dKYRx2ehVNYljMyMuDo6Kj1eks67hdIH5RKJUaPG4+nLz37EQAUCgW2btoImUwmUWfFo+nnAdDtZ0LTfk3Ts0PJtDAL+XiMYBY0uXfvPpYuW65W+2rNari4uEjUEZmT6TNn4tbt26L6pnXrdd6/EBEREUklI13DPHIantldHDaanvmdYT739H0ybyWePokteF2nng+mfzBJwo6MIyNdw3N0bHTMgoblM018jIe+t4PmbWDaPw/MQj5mgVkQMAvMgoBZYBYEzAKzQERERESGk5ORJ6pZ2VjotE6FhuVzMsXfYyo0bQNAt+1gbtsAYBYAZkHALDALAmaBWRAwC8yCgFlgFgTMArNARCTQbe9PRESFehgRgRGTp0KpVKrVK5Yvj82rVxm9n5A7oeg6cDA69O2Po6dOG/37Sb/2/PQzTpw5W/Da1tZWklxJISc3R1Sz0XGSRmsNy2dni7/HFJ08ew67fvyp4LVMJsPWtWugUCgk7Mo4cnJyRTUba92yoGn57JxsndZJZE7S0tLx0afLUbVxE6xctx6ZmaY9MJcMJzc3F2s3b0Hlho2x4NNlSExKkrqlYjHaMSK7ZB4jVCoVJrw3Azdv3xG9t+mLlahUoUKx19mzS2f89dMPiLx5Hbs2bcCYYUPh27ABHBzsCz5jZWWFKt7eGDX0TfyycztCLl1Am5biBwIlJiVh8KixJXb7ExERkenLVYqvG1kpdLtJ0EohPt/MzTXd8x1N2wDQbTtoWjankO8xFcwCsyBgFpgFeoFZyMf9AgmYBd08jg3HhxvHQpmnPu7Cw6UCFk74SqKutMMs8BhBREREpicnVymq2VhZ6bROaw3L5+SUzPOT8OgnGL1wCZRK9RvnKni4Y8OH7xu9n1th4egxbRa6TH0Px69cM/r368ogebQWL59dQvP4ssiYpxg+fxGaj5qIX4+dlLod0oKmnwdAt58JTctmaxiTbkp4nGIWBMwCCZgF85WXl4cfDx8V1cf06yVBN/rB81f90df566o9P+D2w/CC1+XdXLFs2lQ9dEhERERUPHl54vv6LC11Gx9haSkeH5GXZ7rjIzRtA0C37aBpGyhNeBsAzALALAiYBWZBwCwwCwJmgVkQMAvMgoBZUFet6mD07f03hr3lj7ZtVqN6tcFwdakDudy24DNyuQ2cnKqjls8o9OqxFwP7H4ezk49oXWlpUTh5eoox2yciIiLSK6WGueQUNrrNs6qwEY9PyNXwPSVBXPgT7By/DHn/Ge/tVMENw7+aaZQegg9dwKHPvxPV63Zrjg6TBxilB33RmEdr7fOoKYsAkJtdMvPILBTOHLOgzNX//lmuYfyY0oS3AcAsAMyCgFkgAbNAAmaBxwgiIiLSP0M8q0zT8uby7IvhQ9/CmRPH8fDuXWzdtBHDhw5F/Xr1YGv7YmyBjY0NfHxqYtKECTh88AD8Ll9Cndq1Ret69CgSw0aNMmb7Zk/Tfbi65NHGRvM4GXPJo1S4XyB9+HDBRzh+Unxv79JPFqNxo0YSdKSdwuYHKGz/UhT8eTBPzEI+HiOYhf9SqVSYOu1dtedx9urRA8OHDpWwKzIXGzdvwZ5vxeMdpk6ejL59ekvQEREREZF+aHrmt7WOz/y21vB7Q062ecwjd+7UJfy4+7eC1zKZDF9uXQaFQrexDuZA01h6w/webdpZ0PgzocN20LSsqW8DZiEfs8AsCJgFZkHALDALAmaBWSAiIiIiw1Hm5olqcmsLndap0LC8Mkel0zoNqbDedNkOChtN20C8rU0Js8AsCJgFZkHALDALAmaBWRAwC8yCgFlgFoiIBLrt/YmISKOExEQMGDEacc+fq9UVCgV+2rENbq6uEnUGXLxyFX3eGoZ33p9d6M20ZNqexsZi7uIlarVFc2ejauXK0jRkAmQymd6XV8F0f6EVZGRk4N3Zc9RqU8eNRevmzSXqSHoGyYLpR4FI757GPsPHyz9Di649cPvuXanbIQklp6Rg9YZNaNy+Ey5cuSp1OzoxzDGiZB4kPlq2HL//fUBUf2fCeAwf8oZW69zy5Wr07dEdFhZFvxRVo1pVnPzrT4x8c4jovfsPH+KbPd9q1QsRERGRIfB8M58u24HboPDlS9t24DYofPnSth1KyjagfMwC9wv0ArNQNMlpCfjf6jeRkKI+7kJuqcAX/9sDZ0c3iTrTH2YhH48RREREZEp0P0cT10ri2UlCcgoGfzAfcYlJanWFXI7vly2Gm5OTRJ0Bl67fRP+ZczH98zXI0fBQcHOicx411EpiHgtz80EYxi76FG/NXYiUtHSp2yE90O33R3HNHH995HEqH7PALNALzIJ5OHnNH1FPY9VqlpYWGNW7p0QdGQbPX3Wjy/lryIMwrP72R7XaF7Peg7Ojoz5bJCIiItKa7ueKJWVsgA7bQeM2NL9twCwImAVmQcAsMAsCZoFZEDALzIKAWSjNWejc6RuUL9+qWMu4uzfEgP5HUKFCe9F7T59eRsSjf/XVHhEREZHkDDFexiwHkb1GekIKtgxdiNTn6uO9LRVyTNr9MRxcDT/eOyIgFHumrhSdi7t4emD8tvk6/1uaBF3+DoUsay6/uxQHs6DdsmaXBUOMZzS3bQAwCwCzIGAWSMAskIBZ4DGCiIiI9K40z+H20/ffo327dsVapomvL65evIAunTqJ3jt3/gL+PnBQT92VTvqeSw8wnzyaktK8X6Di+3rbdny1fr2o3qdXL8ybM0fDEuaH83ySgFngMUJQWrOwfedOnDl7ruC1nZ0dNm8QHwOI/uvQP4fxwdy5orpv48ZY9+UaCToiIiIiMiyDzGtoBr83ZGRk4oNpi9Rq46YMR/NWvhJ1JD1dh/ZqzJIZZOG/Suvv0S9jFvIxC8yCgFlgFgTMArMgYBaYBSIiIiIyHN3PNcU1czzV1Om2RA210rYNClu+tG0HZqHw5UvbdmAWCl++tG0HZqHw5UvbdmAWCl++tG0HZqHw5UvbdigpWSCi0kUudQNERCVNeno6Bowcjdt376rVZTIZtq1bi3atWurtuwb26YPcuKdqtaysLCQmJSE8MhLXAgKxb/9fuHjlqmjZHd//gLj4eOzbvRMWFhZ664kMb8b8j5CQmFjwukHdOvhg2rvSNWRkCrlCVMvIyNRpnZkalre2stJpncbwycov8OBheMHrCuXK4bPFH0vXkJEpFOJT2YxM3bKgaXlzyALR6zwPu6f2Oi8vD0nJyYh9FoegGzdw7PRp/PrX30hLS1f73K3QUHQdOBgn/96P2jVrGrNlMhD/0yfVXqtUKiSnpOB5fDyCb4bgzIUL+PHX39XONQAgKjoafYYOw6G9v+j1fNZQjHaMsLbWaZ2maN3Wr7F6wyZRvUeXzvjqs+VG70cul2PHhnUIi4jA5Wt+au99/tU6vDtxAuRyXt4iIiIi45Jbiq9PZWVn6LTOrGzx+aZCYbrnm5q2AZC/HexsHLRap6ZtaCU37esyzAKzIGAWmAV6gVnIx/0CCZgF7WRkpeN/q99CWHSoWl0mk+GTKZvgW6uNRJ1pj1ngMYKIiIhMj0JuKaplZGXptM7MrGxRzUqh+TzIXKVnZuKN2QtwJzxCrS6TybD1o7lo27ih3r5rQMf2yLh8Wq2WlZ2NxJRURDyJgd+tO/jt+Elcun5TtOyuvw4iLjEJP3++1CzGSRsrj9ZmmsdGPjVFWcjJzUViSiqinsYi8M5d/HX6LI5f9UNeXp7a5w6eu4D+s+bi0IY1sLe1NWLXpC1NPw9A/s+Eg52dVuvMMMOfBx6nmAUBs0ACZsF8fXfwsKjWrUVzVPRwl6Ab/eD566sZ8/w1Ly8P7362Gjm5uQW1nq1b4q3uXfTydyEiIiIqLgsL8X1eubm6jY/IVYrHR1hamu74CE3bAACUygxYWGg3PkKZq2EbWJjuNgCYBYBZEDALzIKAWWAWBMwCsyBgFpgFAbOgHwqFPbp23oW/DnRHSkq42nuBQWtQ2buXNI0RERER6cBSw1xy2Rni8QXFoWl5uZV5jk8oTHZ6JrYM+xgxoY/U6jKZDKM2foAarRsYvIen96Ow+a2FyEpVP7e3dXLAtH0r4ODmZPAe9E1THnMytc9jTobmsTYK65KVR2bh9cwxC5Ya5n7M0XH/rGkbyk14GwDMAsAsCJgFEjALJGAWeIwgIiIi/TPEs8o0LV8Snz3yMnt7e/y29xc0b90GD8LC1N77dMUKDOjfT6LOzItCw32PuuQxI0PzOJmSnkddcb9Auvj9zz/xv1mzRPXGjRrhp++/g0wmM35TOtC0XwLy9y8ODtqNReTPg3liFvLxGMEsvCw6OhrzPlqoVlu8cCGqVq0qUUdkLi5cvIhho0ZBqVSq1b29vfD3H7/DxsZGos6IiIiI9EPTM78zdXzmd6aG8Q1W1qb/3JBVS9cj/MGLcdflKpTFohVzJOzIuOSanv9eyFiVotL0O6SpZ0GhkCPrP3MhZupwPUHTstYmvg2YhXzMArMgYBaYBQGzwCwImAVmgYiIiIgMx1Iufr5gTmaehk8WXbaG5eVWpjs20FKhubeczDxY22t+ftfraN4Gpv0sR2aBWRAwC8yCgFlgFgTMArMgYBaYBQGzwCwQEQm4lyIi0qPs7Gy8OX4iLl29JnpvzbKlGDNsqMF7sLa2RrmyZdGyaVO8N2Uyzh46gLP/HEQdHx/RZ/cf+gdfbtpi8J5If/765x/8/veBgtcWFhbYunYN5BomLiypNN2cmpWl4yAsDTeDmPpNsP5BwVj/9TdqtbUrlsGpTBmJOjI+Ww3/Rrre2KMpC7a2pp0FIm1YWFjAxdkZtWrWwLA3BmPHhvV4GBSAcSOGiz4b+ywOo6a8jexs3SbEJdMkk8ngVKYMqlWpgsH9+mLd558h4nogZr83HRYW6pcM0tLSMXLyVCQkJkrTbDHY2tiKaplZ+p84R9OxyJx9+/MvmLt4iajeukVz/Lp7Z6GT8RialZUV1q5YJqrHPovDZT9/CToiIiKi0s7aSny+mZWj2/WprGzxxMo2VqZ7vmldSG9ZOTrcMJqt4YZRDdvalDALzIKAWWAW6AVmIR/3CyRgFoovJzcbs9eNQvC9K6L3Zo/6HP3bj5SgK90xCzxGEBERkemx0fCgmEwdx8dkaBjLaGsGD6QpquycHAyfvwiXb9wUvbdq5jSM6tPT4D1YW1mhnJsrWtSvi2lD38DJbZtwctsm1K5SWfTZv8+cw1c/7jV4T/rAPBafQi6Hh4szfGv7YOKgfvhr3Rfw+3EXWjaoJ/rslRsh+Gjj1xJ0SdooLKe6/EyY488D9wvMgoBZIAGzYJ4SU1Jw4Ox5UX1s/94SdKM/zGPxGer8dfO+33Et5HbBazsbG6yfO0tfbRMREREVm6Wl+P/slUrdxkcoc8VjA+SWpjs+Qi7XPG5Bl+2QqxRvA0u56W4DgFkAmAUBs8AsCJgFZkHALDALAmaBWRAwC/pjbe2EZk0XiurPn19HWlq0BB0RERER6cbKVvxg7tws3cYn5GSKzzUVtiVnfEJudg62jV6CsCshoveGfPYOWo3oYfAe4qNisXHQh0iNS1SrW9nZYNq+5ahUr5rBezAEhY04jzmZ2udRUxbzv6fk5JFZKBpzzIJCw/45R8f9c3aGeDtYmfj+mVlgFgTMAgmYBRIwCzxGEBERkf7Z2mp49oiuz6fKEM/hpukZJyWNs7MzViz7VFQPCAxEVFSUBB2ZH4151OFZOJqyWNj30AvcL5C2jh0/jlFjx0GpVKrVa9aogX8PHkAZM3z+Y2H7C11+JjIyNfw8cL9k8piFfDxGMAsvmz5jJpKSkgpeN2zQAB/MmilhR2QOgq9fR//BbyA9PV2tXrZsWRw5eAiVKlWSqDMiIiIi/bGxFd9rl1nI+ISiytT0zG8N32NKggNu4uv1e9Rqy9d8hDJOjtI0JAFNWcjSMCdgcWj6/dPGxMd46Hs7aN4Gpv3zwCzkYxaYBQGzwCwImAVmQcAsMAtEREREZDgKGwtRLScrT6d15mSKl9f0PaaisN502Q7mtg0AZgFgFgTMArMgYBaYBQGzwCwImAVmQcAsMAtERALupYiI9ESpVGLU1Hdw9OQp0XufzPsQM995W4Ku8rVp0Rzn/z2Epo0aid77dPUaPI+Pl6ArKq6k5GT878MFarW3x49Dq2bNJOpIGq4uLqJaeka6hk8WXbqGG+E1fY+pyM3NxdRZ76tN+tG7Wze8NWighF0Zn+YsaJ6EqKjS0zVkwdlZp3USmQtXFxfs3Lgen340X/Re8M0Q7PzhRwm6IinY2dlh1ZLF2LlxPWQymdp70TExWLlug0SdFZ2ri7OolpGRCZVKpfU6NZ4vlKBjxO9/H8DUWR+ItpFvgwY48POPsLe3l6izfC2aNEHLZk1F9aOnxL9/ERERERmak4P4mkRmtm7XpzKyxeebZexN9/qUg20ZWFpYiuqZWdpfm8nMEm/DMhq2tSlhFpgFAbPALNALzEI+7hdIwCwUjzJPifmbJuDi9eOi994dshCje0+XoCv9YBZ4jCAiIiLT46rh4VoZOk4sna5hQjiXMiVjgmalUomxi5bh2OVrovcWTZmA/w1/S4Ku8rVuWB+nd2xGk9o+ovdW7NiD5y89bMdU6TuPqv9j777DmyrfN4DfSffeBUoXo+y9l+y9NwIyBWQPBQVBBQERQb6KE0QFBFGGiqCCbGjZHcxCWaV7773y+6O/A4aTQpMmOQm9P9fFdZEnOe95CDcnp4c371EokFcgvgH6y5LHstSv4Yt/v/4MfTu0Ez239beDuP3wkQRdkbrsbWxgYiL+ultOBf5N5Brh8ZmfU8yCgFkgAbNgnPYdO4m8fOXzMhcHewx8paNEHWkHz1+1o6Lnr49jYrFqy/dKteXTJsPHo5pW+yQiIiJSh4WFo6hWVFyx736r2l7VfgyFmZkdZDLx/IiiIs3fB1XbGvJ7ADALALMgYBaYBQGzwCwImAVmQcAsMAsCZkG7avgOhrVVFVE9KpprcxAREZHxsXYSz08oyBXPd1FHQa54foON08sxP6GkuBg/TF2L2yeuip4b+O4kdJ89Quc9ZCSkYvOQt5ESmaBUN7Uww4xdK1GrXSOd96ArNlrOY0GOOIsmZqawtLPWeExDwiyUnzFmQeV7kFOx43OhiuOztaNhH5+ZBWZBwCyQgFkgAbPAzwgiIiLSPmdnXdyrTLy9qv28jEaNGIFq1cTfQTt67JgE3RgflfdLy9E8j6q2NTMzg50dz3efh8cF0oR/QACGjRqNgme+0+zt7YVj//wNd3d3iTqrGHt7e5iYiOciavvYZMj39KRSzEIpfkYwC4J9Bw7g4KFDTx7L5XJ8+9WXMDU1lbArMnR374ahz4CBSEtLU6o7Ojri6F+HUbeueK1DIiIiImPk5OQgquVW8P/1c1XMjXB0Fu/HUBQVFWHBjHdRXFz8pNazXxcMHdVfwq70TydZULG9k4r7zBsSJxVZzanA+6DqPTDkfw8AsyBgFpgFAbPALAiYBWZBwCwwC0RERESkO9aO4rkcBbklFRqzUMX2Nk6GO2fE0s4EKm73XaH3QeV7oOK9NiTMArMgYBaYBQGzwCwImAVmQcAsMAsCZoFZICISiO96TkREalMoFHh93gL8fvgv0XNvzpmN95a8JUFXyhzs7fHLD9/B0tJSqZ6bm4sfd++RqCtSxzsfrEJMXNyTxx5Vq2Lte8sl7Egars7OolpMXLzG4ykUCsQlJIjqqvZjKDZ88SWu3bz15LGNjTW+3PCxhB1Jw0XF31FsBbJQun2cqObi4lKhMYmMzbtvLkLv7t1E9W++/1GCbkhKE8aMxrQJr4nq3/+0C4WFhRJ0VH6qPsdLSkoQn5Co8ZiqPyMM93xBHX8fO47X3pil9EVRAKhfpw7+3vcLHB0MY5J+r65dRbVboXf03wgRERFVeo524msFiani88XyUigUSE4XX9NwUrEfQyGTyeBgKz4fTkyN1XjMxDTxtob8HgDMAsAsCJgFZoGeYhZK8bhAAmah/BQKBT7YMgsnrvwpem7igPl4Y/hSCbrSHmaBnxFERERkeFxU/F94bFKSxuMpFArEp6SI6q6OhvF/7hWhUCgwY816HDx9VvTcwvFj8O7rkyToSpmDrS12f7QKlhbmSvXc/HzsOPSPRF2Vn7bzGJuUDIVCoWI/4hulv2zMzcyw/cMVcFdxM6itBw5K0BGpSyaTwcVe+/8mnuVi4Mdnfk4xCwJmgQTMgnHaefiIqDa6d0+Ym5lJ0I328PxVeypy/jp3/SZk/+cGR038amH+qyO13iMRERGROiwtxfMCcnIqNj8iN1e8DoCFpeHODZDJZLCwEJ/fVeR9ULWtpYXhvgcAswAwCwJmgVkQMAvMgoBZYBYEzAKzIGAWtEsmk8HDo4uonprKtTmIiIjI+Ng6i+cNpMeK54CVl0KhQEa8eL6MrYvxz5dRKBTYOXsDQg75i57rOW8U+r8zQec9ZKdkYPPQt5FwP0qpLjc1wdQfVqBBj1Y670GXbFy0m8e0OPG2Nioyb4yYBfUYYxZUvQeqjq/qSFPxHhr68ZlZYBYEzAIJmAUSMAv8jCAiIiLtc3VxFdViYzRfu0yhUCBOxf2tVO3nZSSTydCrR3dR/eat2xJ0Y3xcXcU5iYnVPI+qtuW90l6MxwVSV2BQEAYNG46cnByletWqVXH8nyPw9vaWqLOKk8lkKo8b2j42ubry2GTomIVS/IxgFgAgNTUV8xe9qVSbOWMG2rVtK1FHZAzCw8PRq38/JDxzb2tbW1v8/edBNG3SRKLOiIiIiLTP2VX8vca4WPF38spLoVAgIU58v3AXF/F+DMUXG7/DretPv3NnbWONTzavlKwfqajMQoz452B1xMWIs6RqP4bEWUVW4yvwPqh6Dwz53wPALAiYBWZBwCwwCwJmgVkQMAvMAhERERHpjo2zqaiWHl+g8XgKhQIZieLtbZwM9x4xMplMZX/pcZq/D6reQ1XvtSFhFpgFAbPALAiYBWZBwCwwCwJmgVkQMAvMAhGRQC51A0REL4M5i9/Grr37RPU3Jk/CJ6s+kKAj1Wr4+OC1UeKbdp84e1aCbkgdsXHx+H7XbqXa/z5aA3s7O4k6ko63l6eoFhkVrfF4CYmJyM/PV6rJZDL4qNiPoVizcZPS4/eXLIGPl5dE3UhH1d9RZIzmWQCAKBULAvhWwveWaMXit0S123fvIlbFwiH0clux5C3IZDKlWlp6Oq6GhEjTUDlZWVnBTcWCLhHRUSpeXT6RMTGimq+X8S64JTh59hxGT3kdhYWFSvWavj44emAf3FQsGCiVOrVqimoJSUkSdEJERESVXTVX8bWCuKRIjcdLyUhEQaH4+lQ1V8M+31TVX2yy5ufc8cni6zoeBv8eMAsAswAwCwJmgQTMAo8L9BSzUH5rf1iIw/57RPVRPV7Hm+PWStCRdjELpfgZQURERIbEu1oVUS0yTvOFpRNSUpFfoPx/7zKZDN5VxfsxNvM/2YSf//lXVJ8+bDDWzZslQUeq+XpUw7i+vUX1U1cCJehGPapyUpE8RsWLt63q4gxLCwuNxzQmDra2mDNmhKh+0giyQKW8tHyMVvVvwqdaVY3H0wd+TpViFpgFeopZMD6hj8Jx9XaoqD5xYD8JutEunr9qlybnr5du3sLxS1eePJbL5fhy6WKYmnJxEyIiIpKWrY14fkR2lubf/c7LS0Rxcf4zVRlsbQx3HQAAsLUVvw9Z2Zq/D9kqtlW1D0PCLJRiFpgFAbPALAiYBWZBwCwwCwJmgVnQBQeHWqJaXl6iBJ0QERERVYyzt3h+QkqU5vMTMhPTUJQvni/j7GX882X2LPocl385Lqq/MnUghq95Q+f7z83IxhfDlyLm1iOlukwux6Rv30azgR113oOuqcpJRfKYqmJbFxWZNzbMgvqMMQvOnu6iWmFeATITUzUeMzVa/HOrwb8PzAKz8P+YBRIwCyRgFvgZQURERNrn4y1eVywiUvM13BISElTfq8yn8qxf5ufnJ6olJmp+3lqZeKvKY4TmeYyMEq/D5+vjo/F4lQWPC6SOGzdvou/AQUhPT1equ7i44Ng/f6N2bfF8K2Oj7X8TkZHiY5MPj01GgVngZ4Sgsmdhy7ZtiI9/er9NDw8PfLT6Qwk7IkMXHR2Nnn37IeqZ+2JbWlri4IH9aNe2rUSdEREREemGp7eHqBYdIb5nd3klJiQjP79AqSaTyeDpU13jMXXt07VfKT1++7158DLgfnXFy1v8Z46JiqvQmLHR4u29Dfy99VTxPkRFxmo8XnSUeFtDzxezUIpZYBYEzAKzIGAWmAUBs8AsEBEREZHuOHuK70mSGl2g4pXlk5lUiKJ8hVJNJlO9H0Pi5GkuqqVGP7ueXvmlxojfQ2cvw34PmIVSzAKzIGAWmAUBs8AsCJgFZkHALDALAmaBiAiQS90AEZGxe3P5e9i6Y6eoPmHMaHy5Yb0EHT1f/149RbVboXck6ITUkV+QD4VC+YeuMVOnwdS1Srl/1W7RWuXYql578O+/9fHH0kgtX19RLSJa/CXu8oqIEt/cyaNqVVhaWmo8pq49+8X9d1auUisLpq6qF6Cs3aK16HWff7tFH38kjdTw9oZcrnw6m5OTi6TkZI3GS0xKQm5urlLNxMQEPl6V52ZdRIJ2rVrC2clJVL95h+cMlU31atXQtFFDUd0Yzh9rqjhniFTxuV9eqratWcNwF40pj/OXr2DYhInIy8tTqnt6eODf3/bDo1pViTpTzdXVVVRLTk6RoBMiIiKq7Lzca4hqscmaX5+KTRIvbujmWA0W5oZ7fQoAvKqI34e4ZM0XaoxVsa2nin0YEmahFLPALAiYBRIwCzwu0FPMQvls+Gkp9p/8QVQf+MpYvDvlfxJ0pH3MQil+RhAREZEhqVldvLB05H9uzqKuyHjxjQurubrA0sK4v1i25LMvse33Q6L6+P598PnbiyTo6Pn6dmwnqt16+EiCTtRT01P3eayhIvMvM1VZuBcRiYLCQgm6IXXp4xitah+GhJ9TpZgFZoGeYhaMz87D/4hqTevURrO64huhGxuev2qfuuevz97YqKSkBJ1fnwWrdl3L/avPHPHPdBFx8Spfey3snnb+oERERPTSs7P3FdWysjWfH5GVJf5On7V1VZiaGvb8CHs7X1EtO6sC70O2+H2wV/FeGxJmoRSzwCwImAVmQcAsMAsCZoFZEDALzIIuWFq6iGp5eVybg4iIiIyPWw3x3IHUKPEcg/JKiRTPbXCo5gIzS/HNSozJ/mVfw//Hw6J627G98OqmBTrff352Lr4evRwRwWFKdZlMhnGfLUTrUT103oM+aDuPqrZ1VbEPY8IsaMYYs2BhYwX7Ks6iekqk5u9DWrTxvQ/MArMgYBZIwCyQgFngZwQRERFpX62aNUW1iEjN1y5Tta2Hh4dB36tM29xU3PcjKUmz+31VNrVqite5i6xIHiPE26raBynjcYHKKyzsHnr3H4DkZ+5p6ODggCOHD6FhgwYSdaZdqo4bqo4v5aXquKbq3x0ZHmaBnxGCyp6FZ+/HFxMTA0c3d8gtLMv968M1a0Xj7vhpl+h1Tu6q7wtMxiMhIQE9+/bDw0fK6xWam5vjwK+/olvXrtI0RkRERKRDNWp6i2pRkbEajxcdGSOqVfVwh6Wl4a5r+Ow6biuXroebeR21fqnSsk530eu+3bxdD38izXjX8IRcLleq5eTkIjlJs+8jJiWmIDdX+WcyExMTePpU17hHffCt6SWqRanIdXmp2tZXxb87Q8IslGIWmAUBs8AsCJgFZkHALDALRERERKQ7rj7ieTip0fkaj5caXSCq2Vcxh5mlXMWrDYfK9yFG/GcpL1Xvoap9GBJmoRSzwCwImAVmQcAsMAsCZoFZEDALzIKAWSAiAgz7SE1EZOCWr1mLzVu2iuojBg/Cts2fQSaTSdDV83l7iSfxJKemStAJkWb8atWEtbWVUi07Owdh9x9oNF7w9RuiWpOGDTUai/TLysoKfiq+rB+k4u+0PFRtV7d2bYNfFIFIF+RyObyqixerTUnhzdsqI29PT1HNGM4fm6r4PA+6fl2jsbKzsxH2QHyuoWofxuJqcAgGjhmL7OwcpXoVdzf8+9t++Hob3sT83NwcUe3Z80IiIiIiffCuWhuWFtZKtdz8bDyOvafReHfCr4lqdXwaaTSWPtXxFvcY+kj8Zykvle+Dd2ONx9MHZqEUs8AsCJgFEjALPC7QU8zCi23+dSV2H/lKVO/ZZihWzfjGIOddaIJZKMXPCCIiIjIktb08Yf3M3LDs3Dzc0/CGNCF3w0S1Jn61NRrLULz/zXf48pf9ovqw7l2wZfnbBnm+7l1VfOOblPR0CTpRT2O/WqJa2ONI5Dxz06DyehnzqC5VWQCAlIwMPXdCmlD1byLkrmY/Q5duK/430djA/03wc6oUs8As0FPMgnEpLi7GL0eOieoTBvSToBvt4/mr9vH8lYiIiF4WDvY1YWqqPD+iqCgH6emarQOQnCz+PqCzs+F/p09Vj0kpmn3/HSjjfXAy7PeBWSjFLDALAmaBWRAwC8yCgFlgFgTMArOgC0VFuaKaqSnX5iAiIiLj41arOsytlefL5GfnIf5+lEbjRV67L6pVbyRez9SYHFz1PU5+/Zuo3nxIZ0z4arHO53sX5hXg21ffx4MLN0XPjVg3Cx0n9dfp/vXJs7E4K5HXxZkqL1V59DTiPDILlS8LqnqMvKbZHN/4e5HIz1aee2ZhawXXGtU0Gk9fmIVSzAKzQE8xCyRgFkrxM4KIiIi0yc+vNqytlecWZGdnIyxMs/OLoOBgUa1p48q1dllOjnhuwbPvManWtEkTUS34muZr6QWHiPPYpLF4H6SMxwUqj4cPH6JH376Ij49XqtvY2OCvg3+gZYsWEnWmfU1UHZtUHF/KKygkRFRTdfwjw8Ms8DNCwCwQlU9ycjJ69euPu2HK656YmJhg984d6Ne3j0SdEREREelWTT9f0b2gc7Jz8CDskUbjXQ++Lao1bFJPo7FIv6ysLFGzto+orurvtDyuB98S1WrXqQFLSwuNxtOXRiryekPD96CsbQ393wSzUIpZYBYEzAKzIGAWmAUBs8AsEBEREZHuuNW0hLmVXKlWkFOChAfi+c7lEXUjW1Sr3sDw50lXb2AjqkXdyNJ4vKibqt4H8T4MCbNQillgFgTMArMgYBaYBQGzwCwImAVmQcAsEBEB8he/hIiIVFmzcRPWf7ZZVB/Quxd2bfkGJiYmEnT1YhYW5qKapQUnm5DxkMvlaNGkqah+4coVjcY7f/myqNaqeTONxiL9a92iuah24bKGWbjELBD9l7m5inMGTlCtlCxUZcEIzh9Vf0Zc1WisS4FBKCoqUqr5eHnBzdVVo/Gkdu3mLfQbNQYZmZlKdRdnZxw9sA91ateSqLPni4tPFNVcXVwk6ISIiIgqO7lcjga+zUT1kLBLGo0XEnZRVGtYs6VGY+lTo1qtRLVr9zR7D6ISHiEpTXnRW3MzC/h5GfaN1JmFUswCsyBgFkjALPC4QE8xC8+39ff1+OHPT0X1zs37Yt2cH2AiN8x5F5pgFkrxM4KIiIgMiVwuR/N6dUT1i9dvajTeBRXbtaxfV6OxDMG6H3Ziw47donr/ju2x48P3DHeetJmKeS4q5r4YmqouLvCs4q5UKyouxtVboRqN97LlUROqsgAYRx4IaN2gvqim6fH5UXQM4pJTlGoW5mZoVKuGRuPpCz+nSjELzAI9xSwYl6MXLomOOeZmZni1b0+JOtIunr9qH89fiYiI6GUhk8nh4iK+UXt8gmbf/Y5PEH/32821mUZj6ZObq/i7jQkavgcZmeHIzU1QqpmYWMDJSXzdxJAwC6WYBWZBwCwwCwJmgVkQMAvMgoBZYBZ04dkcAIClpXGuj0JERESVm1wuh3czP1H94SXxjbzL48El8fwEnxbGOz/h70924eimPaJ6o77tMPX7dyHX8XzvooJCbH1tJe6eDRY9N/j9qeg+a7hO969v1RvVgqm5mVItPTYZyY/jNBrvZcojs1A5s+DTsp6o9vDybY3GenBR/B54N/ODXG7Yt1BhFkoxC8wCPcUskIBZKMXPCCIiItImuVyOliruPXL+4gWNxjt/Qbxdq1aGv4abNsXFx4tqrkZ67xV9a9qkieh+TjExMQgPD9dovAAVeWxdyfKoCR4X6EUiIyPRs28/REdHK9UtLS1x8MB+dGjfXqLOdKNNK/E6n+cvitcsLY+HDx8iLk75OoaFhQUaN2qk0XikX8wCPyMEzALRi6Wnp6PPgIG4cVP5GrRcLsf277dhxLBhEnVGREREpHtyuRxNWojv6XH5onguaHlcPh8oqjVv2VijsUj/WrQWf7/zyoUgjca6fF68XbNWhp+F5ireg+vBt5CfX6D2WHl5+bgeLP7OQ3MjeB+YBWZBwCwwCwJmgVkQMAvMgoBZICIiIiJdkMtl8GpiI6o/upqp0XgPr2SIat7NbDUaS598VPT46GqWRmMlPc5DRkKhUs3UQgaPetYajacvzEIpZoFZEDALzIKAWWAWBMwCsyBgFpgFAbNARARw9SEiIg1s+uobrPx4vajes2sX7P3xe5iZmanYyjDExokXS6nq7q7ilWRI5HI5HOztK/TLzlb1D2mqXmtqargZBoBur3QS1U77B6g9jkKhwNnz4i/C9+jSWaO+9KWiWXCwt1c5rp2treh1FuYWev7TqUdbWQCAMwHnRbUenQ07C0S6FBcvvnlbFZ4zVEqxKrJgDOePqj4jrgQHIycnR+2xVH9GvKJRX1ILDQtD35GjkJqWplR3sLfHP/t+RaP6hnuzzoBLl0Q1j6pVJeiEiIiICGjdsIuodiX0rNrjKBQKBIb6i+rtGnXVpC29aurXFhZmlkq12KQIRCeEqz3W1dvnRLXmddrDwtxSxasNC7PALAiYBWaBnmIWSvG4QAJmQbWdf23G1/vXiOrtGnXHxgW7YGbg/2etCWaBnxFERERkeLq2FN+U50xQiNrjKBQKnAu+Jqp3a234N+VR5bPdv+LDrT+I6j3atMLP61bBzNRUgq7KJy45WVSr4uIsQSfq01Yes3NzERh6R1Tv1sY486gpVVmwMDeDo52dBN2Quto1bghLC+WbnEbExSM8Jlbtsc6q+HfUoUljWFoY9hxpgJ9TALMgYBZIwCwYj52Hj4hqA17pABcHBwm60Q2ev2qXuuevJiYmcLC1qdAvGyvx9XSZTKbytSZyE63/mYmIiOjl5VFN/L2+2FjxPIcXUSgUiI0TrwPg4WH43/12d28NExPl862srEhkZj5We6y4WPF3G6u4t4GpqeHPj2AWmAUBs8AsCJgFZkHALDALAmaBWRAwC9oVHy9em8PauooEnRARERFVXJ3OzUS1sHMhao+jUChwP+C6qF6vawsNupLe8S/24fDa7aJ6vW4tMX3n+zAx0+187+KiYnw/ZQ1uHbsseq7f26+h71vjdLp/KZhbWaBGG/EafZrkMelRDFKjEpXHt7ZEjTYNNG1PMszCU5UtC3VVHZ/9r0GhUKg9Vpi/eD6jMRyfmYVSzAKzQE8xCyRgFkrxM4KIiIi0rVvXrqLa6TNn1B5HoVDgzDnx+mU9u3fXpC2jFXBefG8vD49qEnRifKysrNC+XVtR/ZQGeXz48CEiI6OUatbW1mjfrp3G/VUmPC5QWeLi4tCzbz+EP1aeh2dubo4Dv/6K7t26SdSZ7nRo3x6WlspzBR8/jsCjR4/UHuv0WfEaqZ06dBCNT4aJWSjFzwhmwdLSEg4ODhX6ZaFiTSIzMzMVr1V9X2AybFlZWeg/eAiCgoOV6jKZDN9+9SXGjx0rUWdERERE+vNKV/F1SP/TF9UeR6FQ4Py5K6J65x4dNOpLX+wd7Cr8SxVbOxvR6yyeWVPV0HTq1l5U8z8j/o5ieQScFW/XpbthZwEAfGt6w8unulItP78AVy4EqT3WlQtBKCgoVB6/lje8fT0r1KM+MAvMgoBZYBYEzAKzIGAWmAUBs0BEREREuuLXUXwfl3vnM9QeR6FQ4P5F8XZ1XzH8+8TUaGUHM0uZUi0lKh/JEXlqj3Xvgvg9qNnaHmaWco370xdmgVkQMAvMgoBZYBYEzAKzIGAWmAUBs8AsEBEBAI9SRERq+vaH7Xj7g5Wi+ivt2+O3ndtVfrHSkPhfFE848fYy/Ek3lZ23pyeSH96r0K/gs6dUjq3qtQN699Lzn1A9g/r2EdV+O3wYmZlZao1z6pw/IqKUF61xc3VBu1YtK9SfrlU0C8kP76kcN/jsKdHrZk6drN8/nJr69ewBExMTpZr/xYt4GB6u1jgPHoUj4JLy8dHMzAx9erx8i6sQlcfjyEhERkeL6j6eXhJ0Q1LKzc1F0HXxgsbGcP7o6+2Nxg2UF7fOzc3F3j8OqjVOSUkJdu3dJ6qrOh8xdA8ehaPP8FFITEpWqtva2OCvvXvQomkTiTp7sZycHBw9KT6ffaU9FxskIiIiaXRt0V9UO3H5T2TnZqo1zpXbZxGbHKlUc7J3RePabSrUnz5YmFuiXWPxtZODZ3erPdafKrbpouI9NkTMArMgYBaYBXqKWSjF4wIJmAWxvce3YdPPy0X1lvU64n9v7oG5mWHPu9AUs8DPCCIiIjI8A17pKKr9ceoMMrNz1BrnTGAwIuPilWpuTo5o28jwb5r9rK0HDmLZF9+I6p2aN8XeT9bAwtywF4gOCLkuqnlXrSpBJ+pTlcfdfx9V+wbm+4+fQl5+gVKtWR0/eLq7V6g/Y2PMWSDA0sICPVq3EtV/+uuI2mOp2kbVvzdDxM8pZkHALJCAWTAOyenp+Cfggqg+cWA/CbrRHZ6/ape6568dmzVB3PG/KvTrt43rRON6VXFX+dpGtWtq9c9LRERELzdvr76iWvjjwygoVG8dgNhYf2RnK68DYGnpCnc38bUCQ2NqaonqHl1E9Xv3f1F7rDAV23h7i99jQ8QsMAsCZoFZEDALzIKAWWAWBMwCsyBgFrQnOzsWCYnim4JWrSK+cSYRERGRMWjST3yD7pA/zyEvU735MmFnQ5ASmaBUs3V1RI3Wxjdf5uy2P/Hbii2ieu2OTTDz51Uws9DtfO+SkhLseONjXDscIHqux9xRGLR8sk73LyVVebzw879qj6Nqm/rdW+n8707bmAVllS0Ltdo1go2zvVItJSIeYefEa5c+T15mDq4d8hfVG6t4jw0Rs8AsCJgFEjALJGAW+BlBRERE2jd44EBR7cDvfyAzU7013E6dPo2ICOU13Nzc3NCubdsK9WdMoqOjcenyFVG9c6dOEnRjnAYNEOdxx08/qT3OdhXb9OnVy+DvgWkoeFwgVZKSktCrX3/cu39fqW5qaopfdu1CPyO811R5WFpaolePHqK6quPMi6g6ng1S8e+NDBOzUIqfEczC0iVLkJoQX6Ff7yxZLBp33KtjRK8Lv6f6vsBkuHJzczFo2DBcuHhR9NznmzZh2tSpEnRFREREpH99Bol/Zjj8+7/IylTvO33+py8iKiJGqebq5oxWbZtVpD2de5AYWOFfqpwJPCR63ZQ3xun5T6eenn27wMTERKl20f8qwh9GqDXOowcRuBSg/L6YmZmhe59XKtyjPvQZ2F1U27PzN7XH+UXFNn1VjG2ImIVSzAKzIGAWmAUBs8AsCJgFZoGIiIiIdKdxbydRLeTvZORlFas1zr2ADKRGK9/7xNbFFL4t7CrUnz6YWcpR9xVHUf3S3kS1x7q8N0FUU/UeGyJmgVkQMAvMgoBZYBYEzAKzIGAWmAUBs8AsEBEBgFzqBoiIjMnOX37FvHeWiuptWrbAnz/vgrW1tQRdlV9BQQF+3rdfVO/XUzwxnsiQtWjaBA3q1lWqZWfnYNe+fWqNs3XHTlFtzLChMDU1rVB/pD/ubm7o3a2bUk2hUGDLdvHf7fNs3bETCoVCqdaneze4urhUuEciY/Tj7j2iWrPGjVCtahUJuiEp/fr7H8jJyVWqubq4oE2LFhJ1pJ7xo0aJalu271BrjCMnTuJxpPLCOS7OzuhrZOfQkdHR6D18JGLi4pTqVlZWOPjzLrRrZdg3qPx8y1Ykp6SI6n26G8eXCIiIiOjlU79GM9SsXk+plpufjcP+6t1Ifd+J70W1vu1GwtTEOK5PDeg0VlQ7eOYnFBYVqHi1avejQhF097xSzdTEFH3aj6hwf/rALJRiFpgFAbNAAmaBxwV6illQ9ufZ3Vi3/U1RvXGtVti8eB+sLAx73kVFMAul+BlBREREhqR5vTqoX8NXqZadm4ef/1Hvxtnf/f6nqDayZ3ejm4u4668jWLjxM1G9dcP6+G3jOlhbWuq/KTUUFBZiz5FjonqfDoZ/cyQA6NexHZzslb+Q+Tg2DkcvXFJrnG2/HxLVXu3bq0K9GaOdh/8R1YwlC1RqbL/eotqOQ3+joLCw3GPcfvgIASHXlWqmJiYY2bNbGVsYFn5OlWIWmAV6ilkwDr8cOS46RlV1dUGvtq0l6kg3eP6qXTx/JSIiopeJq2sTODoqrwNQVJSD+/f3qjXOnbvi7wHWrDEUcrlx/OxSu5b4u41hYXtQXFz++RGpqXcQH69803CZzBQ1awypcH/6wCyUYhaYBQGzwCwImAVmQcAsMAsCZoFZ0KbgkI1QKIqUamamNqhShdeciYiIyDh5N/NDtXo+SrX87Dxc+kU8Z/h5zv0gnp/QakRXmJiaqHi14br487/4dfEXorpvq3qY/esamFvrdr63QqHA7nmbcHX/KdFznacNxoi1b+h0/1JrNbIb5CbKt3S4H3AdsXcel3uMooJCXNh9VFRvM8a41jVkFpgFEzNTtBzeVVQ/9714fuLzXPrlGPKz85RqHg1rwLNRzYq0pzfMArMgYBZIwCyQgFngZwQRERFpX4vmzdGgfn2lWnZ2Nn7a/bNa42z5bpuoNmbUqEr1/cpVa9aiqEh5boGtrS06dewoUUfGZ+yY0TAxUf4/hrPn/HE7NLTcYxQUFGD7TvH91caPE6/TR6rxuEDPSk9PR58BA3Hr9m2lulwux84ff8DQIYMl6kw/Xhs/TlT7cccOFBSUfy7irdu3cc4/QKlmamqKMaNGVrg/0h9mgZ8RAmaBSKygoAAjRo/BmbPnRM+t/+gjzJ09S4KuiIiIiKTRtHlD1K1fW6mWk52DvbsPqjXO9q3ie60MHT3AaH52IsDN3QXdendSqikUCuxQ8Xf7PDu/+wUKhUKp1r33K3Bxda5wj/owerz4+7iHDhxBSnJqucdISU7Fod/E831GjjOO7/oyC6WYBWZBwCwwCwJmgVkQMAvMAhERERHpjldjW1StY6VUK8gpwZX9iWqN4/9TvKjWYogrTExlFepPX1qPcBPVLv6SgKKCknKPEXs3Bw8uZSrV5KYyNB/sUuH+9IFZKMUsMAsCZoFZEDALzIKAWWAWBMwCsyBgFoiospO/+CVERAQA+/44iOkLFokmbDRv3Bh/7/0Fdna2EnVWfqs3for7jx4p1WQyGYb07ydRR0Samzt9mqi2av0GJCYllWv7E2fPYv9B5UUd5XI55kwTj0uGbe4M8d/Zl99tw51798q1fWhYGL5UsSjC/DdmVLg3ImN0MzQUG7/8SlQfOmCABN2QlGJi4/Du6jWi+qC+vUWLxxmqqa+Ng42NtVLtSlAwtv+8p1zb5+XlYfGK90X1mVMmw8zMTCs96kNcfAJ6DxuJx5GRSnULCwsc2LkdXTp2kKiz8vG/eAlrNm4S1Xt16wqPalX13xARERHR/xvXR7zY2rcH1iIlo3yTLi7dPI1jl35Xqsllcrzax3huWte91SBUdfFUqsWnROO7PzaUa3uFQoF1298U1fu2HwUXB3et9KgPzAKzIGAWmAV6ilkoxeMCCZiFUkcv/oZV380Rzbuo59sUX73zO2ys7CTqTH+YBX5GEBERkeGZPXq4qLZm249ITE0r1/anrgTitxOnlWpyuRyzR4nHNWT7j5/CzI8+EZ2vN6vjhz8/+wR2z8y/MEQffb8DD6KilWoymQyDOncqYwvDYmFujteHDhLV3/7sK+Tl55drjB2H/sbV28o3gLSztsakQZVrrviPBw/jXPA1UX1I184SdEOaGtKlEzyrKP+cF52QiPXbd5Vre4VCgYUbPhPVR/fugSouxrNgJz+nmAUBs0ACZsHw/fTXP6La+H7GM/+6vHj+qj08fyUiIqKXUcP64u9+BwdvQG5e+dYBiIk5i0fhyusAyGRyNFAxrqHy8ekPG5vqSrXsnBhcu/6/cm2vUChw/uJSUb1WzWGwsjKe+RHMArMgYBaYBQGzwCwImAVmQcAsMAsCZqHiHj46iLth4v9HrVlzOExMzCXoiIiIiEg7ur4xTFT7a91OZCallWv7O6eDEPTHWaWaTC5H1zeGaqE7/Qn87TR2zd0omu/t1aQ25h74GJZ2up/vve+dr3Bh1xFRvf1rfTFm4zyd719qDlVd0GJoF1H9l7c+F/29lOWfDbuRFq38fVIXn6poOsCw1wJ8FrPALABA1zeGQiZTvilV0B9ncfdMcLm2z0xMxeGPdojq3WcZz3xGZqEUs8As0FPMAgmYhVL8jCAiIiJtmzdntqi2cvVqJCaWbw23EydPYt+BA0o1uVyOebPF476s9u7fj+9//FFUHztmDMzNObegvKpVq4ZRI8TnpXPmzy/3Of+adesQ9cwaKTV8fTFkkPh7m1Q2HhdIkJWVhf6DhyA4JESpLpPJsG3Lt3h19GhpGtOjYUOGwMtLeZ3PqKhorP3443Jtr1AoMHfBAlF97JjRqFKlilZ6JP1gFkrxM4JZIHpWUVERxr42AUf+/Vf03Mr338OSt8TrXRMRERG97KbPnSiqffLhZiQlppRr+7Mnz+PPA8rr7snlckybPUEr/ZH+TJ8jzsJ3X+3EvTsPyrV9WOh9fPfVTlH9jfmTKtybvjRv1QSt2jZTquXm5uG9JevKPcZ7iz9Cbm6eUq1dp1Zo2ryhNlrUC2aBWRAwC8yCgFlgFgTMArMgYBaIiIiISFe6TK0mqv39aSQykwvLtf3dc+kIOZysVJPJgc5TqmqlP31o0s8ZTh7Kc7rTYgvw7+boMrZQplAosG/5I1G95RAX2LsZz1xxZoFZEDALzIKAWWAWBMwCsyBgFpgFAbPALBARyaVugIioPE77B8DUtYroV3hEhF72/9e/xzBx1hwUFxcr1RvVr4cjB/bC0cFBp/ufsWAR/vz7n3IvxvGs4uJirFq/Aes2fSZ67vXXxsPHy6vcY9Vq3kr097Bq/QaN+jJWO/b8ojKPlU33wcNE78HUufP1tv9JY8egho+3Ui0pORmT58xDXl5eGVuVehwZiRkLxF+IHT9qJPxq1Sx3D1IfmwzF1LnzRe9B98HimyLoSp/u3dC+TWulWn5+Pia+MRspqanP3TYlNRWTZs5Bfn6+Ur1zhw7o3vmVcvcQHhGhMgun/QPK/wd5CUidBUMgZRZ++nUvVm/4FGnp6RqPceHKFfQaNkJ0HHV3c8Xc6a+Xe5xV6zeI3oNazVtp3JexUpWFHXt+0fl+/z11Govf+wCxcfEaj3Hn3j10HzwUCYnKNz60tLTEskULyz2O1OdNzk5OmDdjuqi++L0PEHLj5nO3LSkpwbx3liLsgfIEbydHR8x/Qzzm80h5Dp2Smoq+I0fh3sOHSnUzMzP8+sM29O7WVaf737HnF7y/7mMkp5TvC7fP+uf4CQx7baLos1omk2Hd++9po0UiIiIijQ3uPB7V3XyVaqmZyXjvmzeQX/D861MxiRFY+d0cUb1/pzHwqVq73D1cuX0OzcbbiX5FJz4u9xgVYWpiiulD3xbVf/jzU1y4cfKF23/72zoEhvo/M6YZpg1ZrFYfr6/pJ3oP3vv2DbXGqAhmgVkQMAvMgiFhFkpJnQUeFwwHsyB9Fs4GH8Hyr6ehuER53kVtzwb4dulB2Ns46qUPZkH6LBjKZwQRERGRYMKAvvD1UP6CXVJaOqat+gh5z/xf9bMex8Zh5tpPRPWxfXuhtrenii1UOxsYDKt2XUW/HsfElnuMivgn4AKmrlyL4uISpXrDWjVw+IuNcLSz0+n+Z639BIfO+ldonvSa737E+u27RM9NGTwAPtXK/0XHukPHiP4e1nwnvlmlrswfOxoOtjZKtXsRkVi48XOUlJSUsVWpa2H3sHTz16L6vLGj1Po7/OnwPyrzqA/Lv9yC3X8fRVFRkcZjfP/HIcz7ZJOo3rNta3Rq1qTc4/SetUD0Hkz/sPwLZr4MpD42mZqaYtkU8aKdG3bsxolLV1+4/dpt23Eu+JpSzczUFO9Mfk2tPqTOAj+nmAUBs2A4mAVm4Xmuhd3DtbD7ovrEgf10sj+ev/L8lYiIiMhQ+fm9Cjtb5XUA8vKTcfbsXBQVPX9+RGZWJM4FLBLVa9UcCQeH8q8DEBsbgO9/dBf9yszUzzoAcrkpmjUVr2dw7fpmREeffuH2wSEbEBd3/pkxzdC0qfi9eZ6//hkqeg/Onpun1hgVwSwwCwJmgVkQMAvMgoBZYBYEzAKzIKjsWbh2fTNu3PwahYXZGm0fdu+X///7Up5/Y2pqjRbNxXO3iYiIiIxJu/G94eKjPB84KzkdO95Yj8K8gudumxwRj13zPhXV24zpAfda5Z8vE3YuBLMdeop+JT+OK/cYFXHj6EVsn/ExSp6Z7+3RwBfzDq6HtaOtzns4uOp7nN7yh6jeenQPjP/iTchkMp33AEDl38OF3Uf1sm8A6Pf2a5CbmijV7vlfx9/rf3rhtqEnA/Hv/8RrUfZ/+zXITUxUbKHa4XU7RO/Bisbjy719RTELpZgFoGodb7Qa2U1U/2nuRiRHPH8t1MK8AuyY+QmyUzKU6m41q6PNmJ5q9cEsMAsCZkH6LBgKZoFZEDAL0mfBUD4jiIiI6OUxeeJE1PD1VaolJSVh0tTXX3yvssePMW3mTFH9tXFj4edX/jXcTp85A7mFpehXeHh4ucfQ1PqNG/Hp/z5DdrZmcwu279yJya9PE63tYW1tjZXvrdBGi3ql6u9h+86detv/inffhampqVLtzNlz+HDt2hdue+z4cazfsFHFmMtgosY5/8rVq0XvQY06dcq9/cugsh8XDEm3Xr1E78GUadP0su+8vDwMGTECFy5eFD339RebMXmieL0KXZA6C6amplixbJmo/vEnG3Ds+PEXbr9qzRqcOXtOqWZmZoZ331mqVh9SZsFQMAulpM4CPyOYBUMSHh6uMgunz5yRujW9mjJtmug96Narl172XVJSginTpuH3gwdFzy19ewneX75cL30QERERGZpXJw6HTw3lOdXJSamYM3UJ8vKev65h5ONoLHxDfB41ctxg1PLzLXcPAWcuwc28juhXRHhUucd4Gcx9/R3RezCkp3prplZE996voHX7Fkq1/PwCzJy0GKkpac/dNjUlDbMmL0F+vvLc/g6d2+CVbu3L3UNEeJTKLAScuVTuMSrqnQ8WiGp7d/2BPTt/e+G2e3b+hr27xT9zvPP+fLV6YBaYBQGzwCwImAVmQcAsMAsCZsEwskBERERE2tdmtBtcvC2UatkpRdi14D4K855/75OUqHzsWfxAVG893A3uNa3K3cO98+mYX/2C6Fdy5PPnG2mLiakMfRaK10I59mU07pxNe+H2/2yKwv0Lyt/HMzGToff88q+vAgCbR94SvQe7Forvw6MrzAKzIGAWmAUBs8AsCJgFZkHALDALAmbBcLJARCQVudQNEBEZutP+ARgzdRoKCwuV6nVr18bRA/vg4uys8x4Cr13D8ImT0ah9J3ywbj2u3bwlWvhEldzcXOz9/Q+06dELq1Us0OHm6oK17/GLgWScLCws8PnH60T1oydOos/I0bh7T/UP1/+eOo1OfQfgcWSkUt3ZyQnr3n9PJ72S7n2x/mOYm5sr1YKuX0eXAYNxJShY5TZXgoLRZcBgBF2/rlS3sLDA5vUf6axXIl1JSU3FqvWfoEbTFpg8ey4O/XMEubm55dr2SlAwps1fgC4DBiMxKVn0/CerVsLRwUHbLZOO5Obm4LNvvoVfqzYYPeV1/Prb70jPyHjxhgBu372Lxe99gBZduuP+o0ei55cuXICazyxEY+iWLVyAGj7KN3VMS09H98FDsff3P1BSIr4QHhkdjVGTp+LH3XtEz617f4VefgbQhszMLPQf/Spuht5RqpuammL31m8xsE9vnfeQlp6Ojz79H2o2b4lJs+bg0D9HXrhoEVCaxalz52Pw2PFITUsTPT//jRlo1riRDjomIiIiKj9zMwssnSy+7hpw/RhmfjwY4TFhKrc7f/0EJq3sgdgk5Zt8O9g6YeGrq3XSqy4N6zoJTWq3VqoVFRdi3oaR+OXfrSgsEt8gMy0zGWu+X4Atv4mv700auAC+Hsa1MDSzUIpZYBYEzAIJmAUeF+ipyp6FK7fPYcnnE1BUrDzvwreaH7a8ewiOdi4SdaZ/lT0LAn5GEBERkSGxMDfH/xaLF8b79+JlDJi/GGGPI1RsBRy/dAVdp89BRJzyTaWd7e2xZs4MnfSqC2cDgzHu3Q9QWFSkVK/j44W/Nn8KFz3MGQq6cxej316BZq9OxIdbf8D1e/fLN086Lx/7jp1Eh8kzsPb7HaLn3Zwc8eHs6bpoWWfcnBzx4SxxfnYc+huvLnsfUQkJoudKSkqw79hJ9Jq5AGmZWUrP1fKsjsUTxumsX20Li4jAtA/Xof6IcXjn869x8cYtFBcXv3C7wqIi/O1/Hr1nLcDcjz9FcbHyfCArCwtseku9xSrJMEwe3B9tGjVQqhUWFWHYW0vx7f7fUfDMdzwAIDk9HfPWf6ryuLBo/Kuo88xcMkNX2T+nBMwCs0BPMQuGbefhI6Jau8aNjO6YU148f+X5KxEREVFZTEws0L7dx6J6VPRJHPl3FNLSVa8DEBV9CocP90dWlvI6ABYWTmjdyvjWAahbZzzc3Foq1UpKCvHv8fG4Hfo9iovF8yPy8lIQcH4xgkPE80saN5oDR4faOutXF5iFUswCsyBgFpgFAbPALAiYBWZBwCwwC7m5Cbh8ZSV+3dcCAecXIybmLEpKil64XULCVRw7PhHn/OejuFi8lkerlsthbV1FFy0TERER6Y2ZhTnGbJwnqt8+fgWbh76N+HuRKrYCbp+4io295iMlQnm+jI2THYauMp45xmHnQrBt4ocoLlQ+P6zi54X5BzfA1ln3872PbtqDo5vEa/I1H9IZk759G3J55bnNQbV6PugxZ6So/te6nfh54WfISkkXPVdUUIgz3x3E16OXi/4ea7VvhHbj++isX21jFp6q7FkQDFs9A9aOdkq1lIh4bOw9H6EnA1VuExcWgc1DluD28StKdZlMhjEb58HU3Exn/eoCs1CKWWAW6ClmgQTMQil+RhAREZE2WVhY4IvPPhPVj/z7L3r374+7d1Wv4fbvsWPo0KUrHj/z/UtnZ2d8vHatLlrVidjYOCxZuhQ+tf0wc85cnDh5EkVFL55bcPHSJQwdMRJTp89QeZ+Qj1avRrVq1XTR8kutQf36WLRA/H3fVavXYOacuUhOFt/7qaCgAF998y0GDh0muh9mp44dMHniRJ31+7Kq7McFAoqKijB67DicOn1G9Nz/Nm7EG9ON5/8FteH1KVPQrm1bpVphYSEGDh2Gr775FgUF4rmIycnJmDlnLj5cI87+4jcXoW5drvNpjJgFfkYImAWiUnPmL8DuPb+I6gvmzcNHq41vbW8iIiIibbGwMMe6z94X1U8ePYeR/Sbj/t2HKrc7dcwf/TqPQeTjaKW6k7Mj3v9oiU56Jd1b//n7MH9mTsb14FsY2HUsgq9eV7lN8NXrGNh1LK4H31KqW1iY42MV2TJ0XXt2xJCR/UT1BdOX4ZMPNyM7O0f0XFZWNtav+hwLpi8TPTfi1UHo1LWdTnrVJWaBWRAwC8yCgFlgFgTMArMgYBaIiIiISBfMLOQYuaaGqB56Kg1fjb2N+Pu5KrcLPZOGTYNvICUqX6lu7WiKwcuN7z4x7ca6w7eFrVKtuFCBLRPv4Oz2OBQVlIi2yU4pxK/vPMSRTVGi53rM9ECV2lY661cXmIVSzAKzIGAWmAUBs8AsCJgFZkHALDALAmaBiCozU6kbICLjMHfJO9hz4Lcyny8qFi/cEXDpElxq+j133OSH9yrcm66t3rBR5UIjEdHRaNCuY4XHDz57Ct6enuV67d3797H2001Y++km2NvZoXHDBmhQpw6cnBzhYG8PE7kJMrOykJScjBuhobh286bKyTgA4OLsjCP798HF2bnCfwZ9Gzx2PAIuXS7z+YJnFiMBgD0HfsPBv/8pcxtvz+oIPntaG+2RHvXv1ROLZs/C/77+RqkecPESGnXohJ5du6BR/fpwdXFGVHQMAi5dwvVbt0XjmJiYYPvXX6JqFXd9tU5a1qxxI2z4cCUWLH1XqR4aFob2vfuiQ9s2aNm0CapWqYK4+HhcDbmGC5evqBzrf2vXoFH9+nroWvte9Lmbkyu+0DP37aV4c3nZNycbO2I4vtywvsK96cv6zzfjk8+/KPP5khLxRZ6IqKgXvnfqfF5LLTMrC7v27sOuvftgYmKCurVro0nDBqhapQoc7O1hY22NnNxcpGdkIOz+fYTcuIno2Ngyx1u17B28NnqUHv8E2rFn/wHMfXup2tu9KAsHf96FTu3aPvc1hiIvLw+/HTqM3w4dhkwmQy1fXzRt3AjVq1WDg7097GxtkZefh4zMLDx49AjXbt7Ew/DHZY43bcJrWP7WIj3+CbTDxsYGP3+3Fd0GD1U6r8/IzMS46W/gg3Xr0bVTR/h4eyEtPQN3wsJw5ITqxQnHDBuKaRMn6LP9Cvn9r79wNThEVFcoFJi+YBGmL6jY3+fbC+bhnQXzy/Xa7Owc7N63H7v37YepqSnq1/FDk4YNUcXdHQ72drC0sERqehpiYuNw/tJl3H/0qMyxRgwehA0frqxQ70RERETa8kqzPpjYfx52/q38s2jw3QsY9nYrtGvUHX5eDeBo54K45GiEhF1AWMRN0TgmchOsmfUdXB2N78bZcrkc6+b+iPErOiMtK+VJvai4EB/veAs//PkpOjTpgepuvsgrzEVE3AOcCzmKvHzxtesWdTtg1ojl+mxfa5gFZkHALDALgrU/LsI/5/eV+Xyxiv9fDbl7AZ2mP/86pP934slqhopZKMXjAhCbFIlRy9o/9zW5eVmi2vyNo2BiUvbUpqmDFmHq4Lcq3J++VOYsbPltHfILxfMu4pKjMGRxiwqPv2/dBVRz9arwOPpSmbMg4GcEERERGZq+HdphwbjR+PznvUr189duoNmrk9CjTSs0rFUDLo4OiI5PxPlrN3Dj/gPROCYmcny/8l1UdXHRV+sVtvb7HcjLF99wJzIuAU3HVHyOxOVdP8C7avnOWcMeR2LdDzux7oedsLexQaPaNVG/hi+c7O1gb2sDE7kJsnJykJSahpsPHuL6vfvIzhX/rAEALg72OLx5I1wcHCr8Z9C3GSOG4HRgEH4/qXwjuUNn/HEk4CL6dGiLuj7esLexwePYOJwJDMaDqGjRONaWlti1diWsLC301brWRMUnYPOevdi8Zy+sLCzQsFbN0n+DDg5wsLWBmZkpsnJykZKegdBH4Qi5G4b0rGyVY1lZWGDfJ2vh5208PzcKFnzyP/z67/Eyny8qLhbVzl+/gao9Bzx33Ljjf1W4N32Ry+XY+eF76DjlDSSnZzypFxYVYdHGz7Fhx270atcGvtWqIje/APejonAk4CJyVHz/o2OzJnhv+mQ9dq89lflzSsAslGIWgIi4eLR5bepzX5OlYs788MXLYGpiUuY2b00chyUTx1e4P31hFgwzC4VFRdir4rN74sC+Go1nLHj+yvNXIiIiorJ4efVEo4azcPOW8joA8fGXcOC3jqju0QVOTvVhaemC7OxoxMdfQkqqeB0AmcwEXV75CtbWxjc/QiaTo1uXLTh4qDfy85/OjygpKcSFi8tw7fpmeFbvBltbbxQX5yEj4yEio46jqEg8P6JKlXZo0fxtfbavNcwCsyBgFpgFAbPALAiYBWZBwCwwCwJmAcjPT8Wduztx5+5OmJhYwMmxHpycG8DSwgXm5vaQy02Rn5+G7OwoxMVfQna2+Jq7oFHDmWjYYLoeuyciIiLSnUa926LH3FE48aXyd7cfXLiJD1tPRb1uLeDRoCZsXeyRGp2IBxdvIvrmQ9E4chM5Jm1dCocqxrMW81/rf0Jhnni+d0pUAla1mlzh8ZcHbIWz1/PPnQ+u+l5lPfTkVSypMbxC+3fydMeK899VaAx9G/zeFNy/cAOPLiv/POL/42Fc/vU4GvVpC/da1WFqYY7kx7G4ffwq0uOSRePYujpiyrZ3IZPJ9NV6hTELyipzFgSO1Vwx8Zsl2DJ+JRT/We83PTYZXwx7B56Na6Fm24Zwqu6GrOR0RN98iLtngqFQKERj9Vo4Bg16tNJn+1rDLDALAmYBuLLvBH55a7Pa273lPeS5z8/6dQ1qt2+saVt6xywwCwJmgZ8RREREpH39+/XFmwsXYtNnnynV/QPOo0HTpujVowcaNWoEV1cXREZGIeD8eVy/cUM0jomJCXb+8AOqVq2qp861JyUlBVu3bcPWbdtgYWGBRg0bonHjRnBzdYODgz3MTM2QkpqCyMhInAsIQGRk2WuYLlqwAPPnzlG7h59/+QVz5i9Qezsn9+dfjz70+2/o1LHi94TUlzWrVsI/IAAXLl5Uqm/dtg27fv4ZA/v3R+3atWBhYYFH4eE4+u8xxKq4P5Sbmxt279hhlOf8hpAFHheAiIgING3V+rmvycoSr/k6aNhwmJqWvebrO0sWY+mSJRXuT5cCzp/H4b//FtVlMhlWrl6NlatXV2j8sWPG4Osv1L/GIRW5XI6fd+5A6w4dkZz89BpDYWEh5i1ciI83bEDvXj1Rw9cXubm5uH//Af765x/k5IjnIr7SqSNWvf++PtvXmtnz5mPPr7+W+byqe5L5B5x/4bEpNSG+wr3pC7NQip8RzAIpe9FxTtXf+5z5C7BocdnnA8bwWfn48WNs+U71fITtO3di+86dFRq/U4cOOPTH7+V+/aChw+B//nyZzxcUiOcJ/fzLr/jjz0NlbuPt5YVrgVfL3QMRERHRf/Xq1xWzF03F1//7Qal+KSAQHZr0Q5eeHdGgUR04uzghOioWlwMCcevGXdE4JiYm+OrHT1Clqpu+Wicta9ysAVZ9shTLFipfUwu78wC9O4xEmw4t0LRFI1Sp6ob4uESEBN7ElQtBKsdau2kF6jeqo4+2te7Tr1fjWvAthD+IeFJTKBTYsOZLfPfVT+jdvyt8anhBoVDg8aNI/Pv3aaSnZYjGqeVXAxu+XKXP1rWGWSjFLDALAmaBWRAwC8yCgFlgFgS13Fo+9/ncHPE9Et6ZtxIr3lpb5jYjXh2ET75YWdHWiIiIiIxWwx5O6P5GNZzcojzf9uHlTHzUNQR1OzvAo541bJzNkBqTj4eXMxETKp7vIDcBJmyuDXt3c321rjVyuQyTvvbDxn43kJ36dK5bcaEC+5c/wrEvolG/qwNcvCxRmFeChEd5uH0iFQW5JaKxarW1Q7/FxnnfE2aBWRAwC8yCgFlgFgTMArMgYBaYBQGzwCwQUeVW9jdkiYj+Iyc3F+kZ4skbz1NcXKz2NoZIxVpuAIDc3Fzkqrjxu7pKSsQnleWRkZmJgIuXEHDxktrb1vPzw8/btqBJw4Ya7VtqWdk5amersLAQ6YWFZT6fkelQ0bZIIp+s+gBp6Wn4cfcepbpCocCxU6dx7NTp525vYmKC7z7/H/r36qnDLkkf5kx7Hckpqfjwkw2i585fuozzly6/cIwP312KGZMn6qI9vdDkc/dFn2c5Wvis06e8vHy13weFQvHCbTT9vJZacXExbt+9i9t3xV9kexErKyt89N5yzJthnDduKygs1OjfxIu2UbXgjjFQKBS4/+gR7j96pPa2JiYmeGvubKxdsdwoF3gDgNYtmmP/jh8xavJU0THv3sOHuPdQfFOeZ/Xv1RM/fvWFrlrUCVULUwPa+1ktLy9fo+2Kiopw43YobtwOVXvbOdOm4pNVKyGXyzXaNxEREZEuLBq3FhnZafjjzE9KdYVCgQs3TuDCjRPP3d5EboIPpn+FV5r10WWbOlXdzQffLD2IWR8PQVpWitJzCakxovdGlQY1W+Czt36FqYnx/vcls8AsCJgFZgEA8vJzkJWTrtY2xSXFam9j6JiFUpX9uFCiKNEo27n52c99Pr9Qs+tTUqqsWVBA9bXKvIJcoEAL8y4Uxvf/OJU1C//FzwgiIiIyNOvmzUJaZhZ2HFK+gZdCocDxS1dw/NKV525vYiLHt+++jb4d2umyTa0ra25Bbn4+cvMr/nOXQtN50tnZOH/tBs5fE9/86EXq+njjpzUfoLFfLY32bQh+XLkc2Tm5+Pei8rzHwqIiHD4bgMMIeO721paW2Lt+DZrV9dNlm3qRm5+Pq7dDcVWDeSYebq74YeVydGnZXAed6V5OXh7Ss55/feRZxcUlam9j6Hw8quHQ5xsxaMFiJKcrz3mKSUwSHbdVaVG/LvZvWPvcG00ausr6OfVfzEKpyp4FRYlmx7nsXPHCtv+Vny++0ZmhYxYMLwt/nTuPpDTl/w+xtrTEyJ7dNR7TWPD89anKfP5KREREpEqb1itRUJCOsHs/P/OMAtExpxEdc/q528tkJnil4//g5WW86wDY2Xmjb++9OPLvaOTnK8+PyMmJVfHeiLm6NkOvHj9BLjfeaxrMArMgYBaYBQGzwCwImAVmQcAsMAsCZuGp4uJ8JCVfQ1LyNbW2k8lM0bzZYjRrukhHnRERERFJY/iaGchJy8SFXUeU6gqFAqEnAxF6MvC528tN5Hjty8Vo1LutLtvUvjLmexfm5qMwVxvzvctYeLsc8jLFN6xRl5VDxcfQNxMzU8zZuxafD3kbkdfuKT1XkJOHoN/PvHAMWxcHzPv9Yzh7uuuqTb1iFip3Fpr074Dxmxfh5wX/Q0mx8ndIom48QNSNBy8co+Ok/hjyweu6alHnmIVSzAKzAABFBUXITVd/ju+LtikpKta0JUkwC8yCgFkoxc8IIiIi0rYNH69Daloqfty+Q6muUCjw7/Hj+Pf48edub2Jigm1bvkX/fn112aZe5OfnIzAoCIFBQWptZ2pqivdXLMfypUs12m9BQQHS09VfX/JF2xjb/YDMzMxw+I/f0atffwQFBys9l5OTg737979wDFdXVxz96zC8vIzzJuiGkoXKflwoKSnR6O8hO/v5P4fn5T3/e9mGoKy1kxQKhUbvybNyc43v/y98fX1x9K/D6DNgIJKTk5Wei46OFv07UaVVy5Y4eOCA0a7NkZubo/bff3FxsVYyY0iYhVKV/TMCYBboKU2Ocy+6z60xfFaWdb4AaPaePCsrO0vt16u738LCwuduk+HI+7ETERFRxaz8+B2kpWbg5+3K1zQVCgVOH/PH6WP+z93exMQEn21Zi179uuqwS9KHabMnIDU5DZ+sFt+//fL5IFw+/+L/j1i2ahEmTX9VF+3phYOjPQ78sx3Dek9ERHiU0nNpqenYu/vgC8fwremF/f/8CDt7W121qXPMArMgYBaYBQGzwCwImAVmQcAsABnpmWpvk5ubh9znrJGek1Pxe3oSERERGbsh7/kgJ70IF39JVKorFMCdM+m4c+b5/+cuNwHGbqyFhj2cdNmmTrl4WWL2nvr4emwoslOV59SmxxWI3htVvJvaYPqP9WBiKtNVmzrHLDALAmaBWRAwC8yCgFlgFgTMArMgYBaYBSKqvORSN0BEVB6JSUmiWhV3N1Rxc5OgG/1zc3XVyjh2trZ4/+0lCDpzEk0aNlR7++LiYqSkporqTRo20EZ7RiMhUZzHxg3qS9CJtFT9u2zcQP9ZkMlk+O7zz7Bx9SpYW1upta1X9er4Z9+vmPjqGI32XdmPTYIEFe9Dk4bS/Jt4/+3F2LXlGzg7qXeBwtnJCT9/twXvvqnZTapUvQeWlpaoU6uWRuMZK0PKglSkzIKzkxNMTEwqPI5MJkPfnj0QcvY05s2YrtEYqj8jKlkWElVfTGxUX/fvg52tHSwsLLQyVrvWrXDh3yP46L0VkMnUv+hpSOdNfXt0x9m/DqFB3bpqbWdqaoqlixbg9107YW5urvZ+eQ6tHfXr1MHhX/fg84/XaS3fRERERNoik8mwcsbXeOu1dbC0sFZr26ounvhm6UEM7jxeo32nZIh/9nBxcIeLg/5vylK/RjPsXn0GTfzaqLWdTCbDsK4T8cN7R2Bv46jRvlPTxe9DHe9GGo1VEcxCKWaBWRAwC9JiFkoZShZ4XJAes8AsCJgFw8qClJ8RRERERM+SyWT4dvnbWL9gDqwtLdXa1rOKOw5/vhGvDdDshjwJqWmiWhVnJ7g7O2s0nrFxU3O+X1nsrK2xYtpkXN71PRr7qT9fq7i4GKkZ4kXxGtXW/zxAC3Nz/PbpOiyeOA6mas4Ja1DTF6e++xI92rbSaN+q8tioVk2NxlKXm6OjVsaxMDfDrFHDEfLLTnRp2VyjMRJVvQ8SZEFKhnRsal6vDvx/3IK2jdX7DoRMJsPkQf1x/JvNcLSz02jfhpIFfk6VYhaYBUPALDALZfnp8D+i2rDuXWBno9414PLi+Wspnr8SERERGTaZTIZXOn2Gtm0+hKmpeufGNjbV0bf3Xvj5aXYjltw88XcbrazcYGWl/3UAXF2bYMigo3B3U/e8V4Y6fuMxoN9BWFhodsPtvFzx++DkJM2aEMwCswAwCwJmgVkQMAvMgoBZYBYEzAKzUFFuri0waMBfaN7sTY3WiSEiIiIyZDKZDBO+WowRH82EubV682WcPN0w7/f1aDeut0b7zkxME9Xs3Z1g5268N2YxRpmJ4vX8AKB6gxp67gSwdrLDW0f+h/av9VF721rtGuKd01/Dq0ltjfatKo/VG+pnvoyhYBZKGVIWOkzoh7kH1sHJU72foc2tLTHy49kYv1mzn2OZhVLMArMgMKQsSIVZKMUsMAsCQ8qCVJ8RRERE9HKSyWT4fssWfPrJJ7C2Vm9ugZeXJ47+dRiTJkzQaN+q7kNTpUoVVKlSRaPxpNCmdWsEnDmNFcuWGe05VkJCgsp640b6X1PQyckJZ0+ewORJE9XetmOH9rhyPgDNmjbVaN8JCeI8NmnUWKOxjB2PC9JTlcfGlSyPhpSFFs2b43KAP9q3a6fWdjKZDFOnTMaZE8fhqOH3qJkFZkFgKFngZ0QpZkFaqrJgaWmJOn5+EnQjHWaBiIiIyHDJZDJ8vvUjrN6wDNbWVmptW92rGvb9/QNenThco30nJiSLam5VXOFWxVWj8YxVUqL4fWjQWL37r2vLkvfmYcvOTXBydlRrOydnR2zd9T+8uWyWRvtV9R5YWlqglp+vRuNVhLevJ/49vx+9+3dTe9u+A3vgaMB+eHp7aLRvZoFZEDALzIKAWWAWBMwCsyBgFgwrC0RERESkfTKZDOM+rY1hH/jA3Equ1rZOHuaY/XMDtB2t2f25M5MKRTU7NzPYuZppNF5FeDW2xeK/G8O3pa1a28lkQLux7ph/oCGsHUw12req98Gjvm7uu/M8zEIpZoFZEDALzIKAWWAWBMwCsyBgFpgFgZRZICKSCo9aRGQUTp49J6q9++YiWFmpN3HbWB3Zvxd37t3DkeMn4H/xEi4HBiEmLq5c2zo6OKBNyxZ4dfgwjBg0EDY2Nhr3cTkoCJlZWUq1Vs2aYdjAARqPaYxOnhPncfXydyXoRDqxcfEIDQtTqnl6eGDW1MnSNARg4ayZGDF4EDZ99TV+3v8bklNSynxtnVq1MG3iBMycMkntL8//V2U/NgFAYWEh/C9cVKrZ2Fhj2aKF0jQE4NURw9GrW1d8vmUrdvz8C6JjY8t8raeHByaPG4t5M6bBxdlZ432qysKsqVPgUa2qxmMaG0PMghSkzMKEMaMxqG8fHDt1GifPnsPloCDcDL2D4uLiF25ramqKhvXqYkCf3pj06quoVcO3Qr08+z7I5XJ8+O7SCo1pbFRlYfiggWjZTLOF0tTRvfMrSAgLxclz/jhx5gwuXg3E9Vu3UVBQ8MJt5XI56tSqhT49umPS2DFo0rBhhXoxtPOm5k0aI/D0CWz/eQ++/XE7rt28VeZr7WxtMXLIILw5Zzbq16mj8T4r+zn0zCmT0bRRI5wJOI+LV6/i2s2bSEgU3+RSFY+qVdGpXVu8PvE19OjcWcedEhEREVXchH5z0avNUOz4azP+CfgVaVllX5/yqVYbI7pNwaie02Blofn1qcu3Totq04e+DUtzaa5PVXf3xY4PjuPfS79jz9FvcO3eJSgUCpWvtTCzROcW/TBxwHw0rqXuDeifSkyNw8OYu0q1Ks7VMbrndI3HrChmgVkQMAvMgpSYBcPMAo8L0mAWSjELzILA0LIgxWcEERER0fPMHzsKw7p3wWe7f8WvR48hOT2jzNf6eXth6pCBmDFiCKwtLTXe5+mrQaLaO1MmwMrSQuMxjcnhzRtxN/wxjl64jICQ67hyOxSx5Zxb4Ghni9YN62N0rx4Y1r0LbCowf/PK7TvIzMlRqrWoXxdDu0kzZ8HExASrZ8/A+H598L/dv+D3k2dE/f1X0zq1MWP4UEwc2Bemppp/VUhVHlfNmqbxeOr4+t0leGfKBPx74RLOBV/DlVuhCI8pew7of9lYWaJ5vboY0aMrxvTuCSd7O437iE1Kxp3wx0q16u5ueGPEEI3HNEaGdmzy9aiGU1u/xIETp/H13gO4eONWmT8/WlqYo3+nDlg4bgxaN6yv8T4NMQv8nGIWBMyCNJiFUsyCWFxyMv69eFlUnzigr872yfPXUjx/JSIiIjIOjRrOhK/PINy4+TUePDyA/Pyy50c42NdC3boTUL/eZJiaaj4/IibmrKjWrMmbMDWVZn6EnZ0PBg74C4/C/8Tt298hPuEKANXXNExMLOHt1RuNG82Gm1sLjfeZkxOPtHTlNSFsrD1Qv94UjcesKGaBWRAwC8yCgFlgFgTMArMgYBaYBUFly0LLFkvhWb07YuMCkJAYiJSUWygoSC/Xtna23qhWrRPq1Z0EN7fmOu6UiIiISHo95oxE8yGdcfyLfbiy9wSyU8qeL+Ne2xOdJg9A59cHwdxa8/kyd88Ei2p9l4yHuVXlnS8jhTsq/h6aD34F3s01XyewIsytLTHhqyXoNGUgjm/eh5tHL6IwT/V6jzK5HDXbNkDXGUPRYlgXyGQyjff7bB5lcjkGrZDu5zcpMAulDC0L9bq1xPuXf8DZ7w8hYPtfSHgQXeZrbV0c0GZMD3SfMxLOnprd6ApgFgTMArMgMLQsSIFZKMUsMAsCQ8uCFJ8RRERE9HJbtGA+Rg4fho3/+ww///ILkpOTy3xtHT8/TH/9dcx6Y0aF7lV24uQpUW350qV6uVfZmlUr0bd3b5w+exaXLl/Ctes3kJaWVq5ta/j6omvXLpg5fTpatzL+9dtOnBL/PYwYNgwtW2g+f6YirK2t8cPWrXhj2jR8+r/PcPjvv5GXl6fytXK5HB3at8Pc2bMxasSICp3zn3zmfZDL5Vi9aqXG470MKttxwVDExsYi9M4dpZqnZ3XMnvmGRB1Jw9CyUKNGDfifPoV9Bw7gi6++wvkLF8tem8PSEoMGDMBbixaiTevWGu+TWSjFLBhmFvgZwSxISdX56+yZM+Hh4SFBN9IoLCzEuYAApZqNjQ2WL31Hoo6IiIiISJWZC6Zg0PC++Op/3+PAnj+RkpxW5mtr+dXAxGmjMfmNcbC21vznnHOnLohqby6bBSsrzed+G5vCwkJc9A9UqlnbWGPR0lkSdQQMf3UguvbqiC2bd2DPzgOIjY4v87UenlUxbtIITJ87Ec4uThrv8+xJcRamzhqPqh5VNB6zIlxcnbH7jy04+e85fLt5O86dvICioiKVrzU1NUXnHu0xc/4UdOvVSeN9MgulmAVmQcAsMAsCZoFZEDALzILA0LJARERERLrRbYYHmg1wwcktMbj6WxKyU1WfbwOAe01LdBhfBZ0mVYG5lYnG+wzzF6/71mdB9QqNWREu3pZYdLARgg8l4+wPcXh0NRNlTPeBmaUMDXs6o8fMavBprvm9T9LjCxB/L1ep5ljNHK9MqqrxmBXFLDALAmaBWRAwC8yCgFlgFgTMArMgYBakyQIRkZRkirK+HUUGIygoCC1btsTlE8fQomkTqdshkkSdVm3wMPzxk8c1fX1w60IAzMzMJOxKWgmJiXgQHo7HEZFITk1FVnY2ioqKYG9nB3s7Ozg7OqJBvXqoVcNXa/tcs3ETVn68Xql29Ld96NFZmhvBSyE/Px9ufnWRk/P0h7mO7drizOE/JexK/3bt3YfJs+cq1bZ+tglTXxsvUUfKSkpKEHz9Bm7duYP4hETkFxTAxtoaXtU90KxxY9SuWUMr++GxCTh34SK6DRqiVHv3rUX4cNlSiToSu3XnDm7cuo3o2Djk5uXBytIS1atVReOGDdCwXj2t7KPXsBE4dc7/yWMHe3vcC7wMZyfNJ/kZG2PIgj4YWhZyc3Nx/9EjhEdEIjYuHlnZ2cjNy4WlhSUc7O3gYG8PH28vNGnQAJaW2vkiWmR0NGo0VV7EbPyokdjxzVdaGd9YTF+wED/u3vPksYmJCa77n0Vdv9qS9FNQUIAH4eEIj4hEdEwMMrOykZObA3MzczjY28PezhZenp5o1qghbGxstLJPYzhvioqJQWBICMIjIpGVnQ0zMzO4Ojujft06aNWsmVY+03kOLRYXn4CHjx8jKjoaicnJyM7JQWFhIexsbeHo4ABnJyc0adgA3p6eUrdK9FxB166jTY9eCAwMRAuJFvAkIs0J1933rDmH+jWaSd0OvYRKSkpw5/E13I+8jeT0BBQWFcDKwhpVXDxRz6cJvKvW0sp+Bi5qgqiER08ee7rXwO8bAmFmahjXp1IyEnHzQSCiE8KRlZsJuUwGB1tn+HrUQaNaLWFpXvEFJQ+f24MV385Qqn0w/UsM6zqpwmNrA7NQillgFgTMgv4wC4afBR4X9IdZKMUsMAsCQ8+CPj4jiJ4V+igEY1e8wuu9RJWUcL34/PataF5Pmhs1k+EqKSlBSNg93H7wCPEpqSgoLIS1pSU8q7ijWZ3aqOWlnf/XbjBiHB5Fxzx5XKO6B679uhNmpqZaGd8YJaSk4mF0DB7HxiElPR1ZubkoLiqGnY0N7G2s4WRvjwY1fVHTs7rW9rnuh534cOsPSrW/v/gU3Vq31No+KqKwqAiBoXdx51E4ktLSUVRUBFsba/hUq4rm9erA073iNy3PLyiAR+/ByPnPjSM7NG2ME1u+qPDYmkrNyMSDqGg8jo1DYmoqsnPzUFhYCBtrK9jb2MDRzg51fbxRx8cLcrlcK/v8+Z9/8fqqj5Rq37y7BJMHD9DK+MbC0I9NialpuHo7FI+iY5GZnQ25XA4n+9I8tGpQH1aWFhXeh6FngZ9TpZgFZkGfmIVSzIJh4Pkrz1+JdCn4Thg6TJ7B6+ZElZRw3XzIoONwdeX6JqR9CkUJkpNvIDU1FLl5iSguLoCpqTVsbarDxaUR7O1ramU/e/e3Rmbm03UA7Ox8MHL4ecjlhjE/IjcvCYmJwcjMfIzCwkzIZHJYmDvCwdEPbq7NYWpa8fkR9+7vxdlzymtCdOr4P9StYxhrQjALpZgFZkHALDALAmaBWRAwC8yCgFmovFnIyopGVlYksrOjkZefgqKiXJSUFMHc3B7m5vawsnSFi0tjWFm5SdIfVQ5JSddx8FBPXi8mIkkJ162XnvkG3s38pG6HDExJSQmirt1HTGg4MhJSUVRQCAtrSzhVd4Nnk9pwr6WducbvN52ApPDYJ49dfavhg6s/wsSM82X06ac5G3Fh15Enj+Umcrx36XtU8fOSsKunCnLyEB50F/FhkchOzYCiRAFLe2u41fCAT4u6sHN1rPA+UqISsKLhOKVamzE9MXlr5Vr3lVkwjiwkPIhG1PX7SI1ORH5OHswszGDn7gSP+jXg2aSWVuZPMQvMgoBZMI4s6AOzwCwImAXjyII+PiPo5RMRcg8fd5nF69ZERki41nv14gW0aN5c6nboJVRSUoLgkBDcvHUL8fEJyC/Ih421Dby8PNG8aTPUrq2dNdxq16uPh4+eruFWs0YNhN64Ltm9yiIjIxH++DEio6KQlJSMnNwcFBUVwcHeAY6ODnBzdUOL5s3groXv8xmS1994Az9u3/HksYmJCW4GB6NuXcNYOygnJwdXrl7Fnbt3kZKaipKSEtjb2aNWzZpo3aol3NwqPtcjMjISPrWV/+/stXFjsfPHHys89suish4XpPDT7t2YNPV1pdp3336D16dMkagjaRh6FhITE3H5ylU8fPQIGZkZkMvlcHZyQr26ddGmdWtYWVV8LiKzUIpZMPws8DOiFLOgPz379MXJ06efPHZwcMCDO6FwdnaWrik9O+fvjy49eirVli9bitUrV0rTEBE9ERQcjFbt2vO6O5GREq69H7/0O5o2byh1O/SSKSkpwY2Q2wi9GYbEhGQU5BfA2sYKHp7V0LhZA9Ss7aOV/bSu1wPhDyOfPPat6YXzN44YzM9O+nDB/woGd1f+Lueby2Zj2aqF0jSkwp1b93D7xl3ExsQjLzcPllaWqOZRBQ0a10W9htr5nsfwPhNx7tTFJ4/tHexw9e4JODk7amX8ispIz0TQlet4eD8c6WkZAAAHR3vUrO2LFq2bwN7BrsL7YBZKMQvMgoBZYBYEzAKzIGAWmAWBoWeBSCrXgm+hZ9thvN5LRJIRrlkvOdIYXo1tpW6HXjIlJQpE3cxG7J0cZCYVoihfAXNrOZw8LODZyBpuNbRzn+tVHYKQ/Dj/yWMXHwusONMMJmaG8T23zORCRARnISkiD3mZxZDJZbBxNIV7bUv4NLOFuZVJhfdxeX8idi24r1Qbu7Em2o+tUuGxtYFZKMUsMAsCZoFZEDALzIKAWWAWBMwCsyDQRxaIVIm8kYUNfW/wmjXpHFeEJSKDFx4RgYfhj5Vqq5a+U6kmS6vi7uYGdzc3tG/dWm/7PHn2nNLjnl27oEfnznrbvyG4cOUqcnJylWofvbdCom6k82wW6vn5YdLYVyXqRkwul6Nls6Zo2aypzvbBY1OpZ7Pg4uyMxXPnSNSNag3r1UPDevV0Nn5eXh4uXLmqVFs8bw6cnZx0tk9DZAxZ0DVDzIKVlRUaN2iAxg0a6G2fz2bB3NwcK5e+rbf9G4qTZ/2VHk8ZNxZ1/WpL1E3p30P9OnVQv47+FpgzhvMmTw8PeHp46HQfPIcWq1rFHVWruAPQ388yRERERPoml8vRoEZzNKihu0XkoxMfIyrhkVJt9sgVMDM1nOtTzvZu6Ny8r073cenWaaXHNTzqYHDn13S6T3UwC6WYBWZBwCzoB7NQytCzwOOC/jALzIKAWTCOLOjjM4KIiIiovORyOVrUq4sW9erqbB+PY2LxKDpGqfb+jKkwM63cX/Vwd3aCu7MT2jXW34Lxp64EKj3u0aYVurVuqbf9v4iZqSnaNW6o0/fk0o1byMnLU6qtnj1DZ/srDyd7O7RqUA+tGuhuHuizns1CXR9vTBhQuX5OMYZjk5uTI/p1bK/TfRh6Fvg5VYpZYBb0iVlgFgwJz195/kpERERkrGQyOVxdm8LVVXfrAGRmRiAzU3kdgJbNl0IuN5z5EVaWrvD26qXTfcTGKn+30cHBD361DWdNCGahFLPALAiYBWZBwCwwCwJmgVkQMAuVNwu2ttVha1tdsv0TERERGQO5XA7v5nXg3Vx36+slP45DUnisUm3QiskwMeN8GX27ezZY6XH71/qiip+XRN2ImVtbok6npqjTSXc/u9w9o/wemJqbYeC7k3S2P0PFLBhHFtxrVYd7Ld3+XMssMAsCZsE4sqAPzAKzIGAWjCML+viMICIiospDLpejZYsWaKnDm/6Gh4fj4SPlNdw+XPmBpPcq8/LygpeX4Zzr6svJU6eUHk+ZNAl16+rvXjwvYm1tjS6dO6OLDu9Lc+KZ98Dc3Byr3n9fZ/szRpX1uCCFZ/9N1qtbF5MnTpSoG2kYQxbc3NwwoH8/ne6DWWAWBIaeBX5GlGIW9CMvLw/nL15Uqi156004OztL1JE0nj1/dXFxwZI335SoGyIiIiIqD7lcjqYtGqFpi0Y620dEeBTCH0Yq1ZZ+sNCgfnbSh3MnLyg9dnZxxNy3pknUjWr1GvqhXkM/nY2fl5ePKxeU57rMfWsanJwddbZPddk72KFrz47o2rOjzvbBLDALAmaBWRAwC8yCgFlgFgTMgnFkgYiIiIi0Ty6XwbuJLbyb2OpsH8mReUh+nK9UG7DECyZmcp3tU112LmZo2NNJp/sI809XelylthXajnbX6T7VwSyUYhaYBQGzwCwImAVmQcAsMAsCZoFZEOgjC0REUjKcIy4RURlOnDmr9Lhpo4Z4dcRwibqpvHJycnDx6tUnj2UyGdauWC5hR9I4cVY5jwP79EbHtm0k6kY6J88q36Bp9fJlMDExkagbafDYVOrZfxNLFy6AvZ2dRN1Iw//SJeTl5T15XNXdHQvemCFhR9JgFpgFwbPHxxmTJqCGj49E3Ujj/sNHeBz59At/VlZWeO/txRJ2JA2eN/EcmoiIiIh069JN5UXp6ng3Rr8OoyTqRjqXb51Rejx39PswkVeua5XMQilmgVkQMAvMgoBZYBYEzAKzIGAWmAUiIiIiQ3TySqDS4yZ+tTCmdw+Juqm8cvLycOnm7SePZTIZPpw9XcKOpPFsHgd06oAOTRtL1I10Tl0NUnq8cua0SjdPmsemUswCsyBgFpgFAbPALBgKnr+W4vkrEREREZUlJlb5u43Ozg1Rs2blWwcgJkZ5TYhWLZZBXsnmyjALpZgFZkHALDALAmaBWRAwC8yCgFlgFoiIiIiobHdOK88Z8mxcC61Gdpeom8or4UE0UiLinzw2s7LAgKUTJexIGs/msdOUAXD1rSZRN9JgFkoxC8yCgFlgFgTMArMgYBaYBQGzQERERKR9x0+eVHrctEkTjB0zRqJuKq/79x/g8eOIJ4+trKzwQSW8B8yJZ/I4Y9o01KhRQ6JuKi8eF0qdOKW8xuWaD1dVuu/gMwulmAVmQcAsMAsCZgHwDwhQvrdp1apYOG+ehB1J49nz12Vvvw17e3uJuiEiIiIiQ3Hm5Hmlxw2b1MPwVwdK1I10nn0fFr4zE3b2thJ1I41LAVeRl5f/5LF7VTe8MX+ydA1JhFlgFgTMArMgYBaYBQGzwCwImAVmgYiIiIh05+65dKXH1RtYo+VQV4m6kU6Yv/L7MPAdL8hNZBJ1Iw1moRSzwCwImAVmQcAsMAsCZoFZEDALzAIRkSGQS90AEdGLnDyrfCOYNSuWQyarXCfOhuDcxUsoKCh48njk4EFo2ayphB1J4795lMvlWLPiXQm7kcbde/cRFRPz5HGbli0wbOAACTuSBo9NQFZWNq4EBT957O3pidmvT5GwI2k8m4UVi9+CtbW1RN1Ig1koxSyUOnXO/8nvbW1s8O6biyTsRhrPZmHOtNdRvVrlW8yY5008hyYiIiIi3bp864zS4/ljVla661PhMWGIT4l+8rhxrVbo0XqIhB1Jg1lgFgTMArMgYBaYBQGzwCwImAVmQcAsEBERERmeU1eVb5r94awZPEeTQEDIdRQUFj55PLx7V7SoV1fCjqTx3zzK5XKsmjVNwm6kEfY4AtEJiU8et25YH0O7dZawI2nw2MQsCJgFZkHALDALAmbBMPD8tRTPX4mIiIioLDExyt/xbNVyRaX72SUt/T6yc56uCeHm1hK+vpXvxpbMArMgYBaYBQGzwCwImAVmQcAsMAsCZoGIiIiIynL3TLDS4yEfvM5zRQk8+/fQdcZQOHpUvpvahJ0NefJ7C1sr9FsyXrpmJMIslGIWmAUBs8AsCJgFZkHALDALAmaBiIiISPtOnjql9Pij1at5vVgCJ06dVHo8d/ZsVK9eXaJupHPy9NM1BW1tbbFi2VIJu6m8eFwA7t4NQ1TU03U+27Zpg+FDh0rXkESYBWZBwCwwCwJmgVkQnHgmC++9+26lu7dpVlYWLl+5+uSxt7cX5syaKWFHRERERGQozp28oPR4xZq3Kt3PTllZ2Qi+cuPJY09vD0yd9ZqEHUnj7DNZWLx8DqytrSTqRhrMQilmgVkQMAvMgoBZYBYEzAKzIGAWiIiIiEhXwvzTlR4PWuZd6a5Zx9/PRVpswZPHPs1t0bS/i4QdSYNZYBYEzAKzIGAWmAUBs8AsCJgFZkHALBARSU8udQNERM+jUChwyt//yePOHTqgX88eEnZUeZ04c/bJ701NTfHhu8sk7EYaGZmZuBoc8uTxa6NHoVH9+tI1JJETZ88qPf7ovRUSdSIdHptKnTl/HoWFhU8ef/DOElhYWEjYkTROnnl6s67aNWrg9QmVb9FSZqEUswDcunMHsfHxTx4vmj0L7m5uEnYkjf9+Vjo6OOCdBfMk7EYaPG8qxXNoIiIiItIVhUKBy7eeLqrcsn4ndGrWW8KOpHHx5mmlx/Nf/VCaRiTELJRiFpgFAbPALAiYBWZBwCwwCwJmgVkgIiIiMkQKhQJnrj69efgrzZuiT4e2EnZUeZ28Evjk96YmJlj5xusSdiONjOxsBIbeefJ4XN9eaFirpoQdSeO/WQCANbNnSNSJdHhsKsUsMAsCZoFZEDALzIIh4fkrz1+JiIiIqGwKhQIxsU+/71u1agd4eVa+dQBiYs4oPW7dsnKuCcEsMAsAsyBgFpgFAbPALAiYBWZBwCwwC0RERERUNoVCgbtnn86X8evUBA17tZGwo8rrzumgJ7+3crBFn0WvStiNNGJCw5Eel/zkcY+5I2Hn5iRhR9JgFpgFAbPALAiYBWZBwCwwCwJmgVkgIiIi0gWFQoGTp5/OsejS+RX069tHwo4qrxMnTz35vaOjI5YuWSxhN9K4dfs2YmNjnzx+c+ECuLu7S9hR5cTjQqnjJ08qPV63ZrVEnUiHWSjFLDALAmaBWRAwC6X+e/5au1YtTJs6RcJupHHm7Dml+9yufO+9SnmfWyIiIiJSplAo4H/64pPHHTq3Qc++XSTsSBrnz15WOl9++/35sLAwl7AjaZw9ef7J72vU9sFrU0dJ2I00mIVSzAKzIGAWmAUBs8AsCJgFZkHALBARERGRLigUCtwLyHjyuHZ7ezToXvm+j3fXP13p8eB3vSXqRDrMQilmgVkQMAvMgoBZYBYEzAKzIGAWmAUiIkMhl7oBIqLnuXH7NhISk548/uj95RJ2U7mdOvv0ZjRTx4+DXyW8AfoZ/wAUFxcDACwsLPDBO0sk7kgaJ/+Thd7du6Frp44SdiMNHptK/TcLDerWxYQxoyXsRhqpaWkIun79yeNVy96BmZmZhB1Jg1lgFgT/zYKbqwvenD1Lwm6koVAocNo/4MnjJfPnwsnRUbqGJMLzplI8hyYiIiIiXbkXeQspGYlPHi8Ys0rCbqRz+dbpJ7/v0KQnWjd4RbpmJMIslGIWmAUBs8AsCJgFZkHALDALAmaBWSAiIiIyRDfvP0RCauqTx6vnzJCwm8rt9JWnN3GfPLg/ant7StiNNM4GhqC4uAQAYGFuhhXTK99NgQDg1H+y0Ktda3Ru2VzCbqTBY1MpZoFZEDALzIKAWWAWDAnPX3n+SkRERERlS029jby8p+sAtG65QsJupBMT8/S7jdWrd0O1apVvTQhmoRSzwCwImAVmQcAsMAsCZoFZEDALzAIRERERlS361iNkJqY9eTx05TTpmqnEFAoFws6FPHnce+EYWDvZSdeQRO6eCX7ye1tXR/ScW/luRs8slGIWmAUBs8AsCJgFZkHALDALAmaBiIiISPtu3LyJhISEJ4/XrVkjYTeVl0KhwKkzZ548fnvxW3Byqnw3QT9x8tST37u5ueGthQula6YS43Gh1MlTT/PYp1cvdO3SRcJupMEslGIWmAUBs8AsCJgFIDU1FUHBT6/Xfrjyg0p5b9MT/8lCg/r1MfG11yTshoiIiIgMxe0bd5GYkPzk8XtrF0vYjXTOnbrw5Pd169fGmNeGSteMRNJS03E9+PaTx8s+WFApf3ZiFpgFAbPALAiYBWZBwCwwCwJmgVkgIiIiIt2JCc1BZlLhk8eDlnlL2I10wvzTn/y+XlcH+HVwkLAbaTALpZgFZkHALDALAmaBWRAwC8yCgFlgFoiIDIVMoVAopG6Cni8oKAgtW7bE5RPH0KJpE6nbISIiIiIiIiIiqvSCrl1Hmx69EBgYiBYtWkjdDhGpSbjuvmfNOdSv0UzqdoiIiIiIiIiISEKhj0IwdsUrvN5LVEkJ14vPb9+K5vXqSN0OERERERERERGR5ILvhKHD5Bm8bk5USQnXzYcMOg5XV65vQkRERERERERUmSUlXcfBQz15vZiIJCVct1565ht4N/OTuh0iIiIiIiIiIpJQRMg9fNxlFq9bExkh4Vrv1YsX0KJ5c6nbISIiIiIiIiIiIgBBwcFo1a49r7sTGSnh2vvxS7+jafOGUrdDREREREREREQSuhZ8Cz3bDuP1XiKSjHDNesmRxvBqbCt1O0REREREREREJKHIG1nY0PcGr1mTzsmlboCIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiEggl7oBIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIigVzqBoiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiARyqRsgIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiISyKVugIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiISCCXugEiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiKBXOoGiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIBHKpGyAiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIhLIpW6AiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIhIIJe6ASIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIoFc6gaIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIgEcqkbICIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiEphK3QARkaaysrJxO+wu7j94iJS0NGRkZsLaygpOjo6o4u6OVs2awtXFReo29SYpORlXgkPwMDwcGZmZMDExgbOjI+rUro02LZrD0tJS6hZ1rqSkBNdu3sKtO3cQn5CIvPw82NrYwKt6dTRr3Ag1fX2lbpF0LDYuHuGREYiKjkFicjKys3NQUFgAezs7ONjbo7pHNbRo0gROjo5St6oXubm5uBIcgrD795GSlobi4mLY29mhVo0ale4YWdkxC0BaejouBQYhPiEBSckpyC/Ih72dHWr6+qJFk8ao4u4udYt6UVhYiMBr13An7B6SklNQUFgAO1tb+Hp7o0XTJqherZrULepcQUEBrt28hXsPHiA1PR3pGRmwMLeAo4M93N3c0LJpU3hUqyp1m6QHCoUCYfcf4Mbt20hOSUVaRjoAwNHeAS7OTmjUoD7q1q4NmUwmcae69+BROK7dvInI6GhkZWfD0sISVd3d0aBeXTRt1BByuVzqFomIiIiMTklJCcIibuB+5G0kZySgoCAfVpY2qOriiXq+TeDpXkPqFvUiNTMJtx4EISrhEbJyM2AiN4G9jRN8q/mhUa1WsDCvHNetmQUSPIi6g3uRN5GYGou8/FxYWljBzaka/LwaoZZnPanb04usnAzcehiEx3H3kZmdBgCwt3GCd9VaaFizBWyt7aVtUE+YBWZBwCwwCwJmgVkQMAvMAhERERHpRlJaGgJv38XD6GhkZudALpfD2d4edXy80KpBPVhaWEjdIulQdm4uHkbFICohATGJScjKyUVuXh4sLMzhYGMLF0cHNK5dEzU9q0vdqk7FJiXjcWwcouITkJSWhuzcPBQWFsLOxgYOtjao7u6GZnXrwMneTupWSceS0tIQHlOahfjkFGTn5aGgoAA21lZwsLVFVRdnNKtbB+7OTlK3qheFRUUIunMXd8MjkJSWjsLCQthaW8PXoxqa1fVDdXc3qVvUuZy8PFy+eRuxiUlITEtHbl4ebK2t4V2tCprW8YN31SpSt6hTWTk5CH30GPcjo5CakYnM7GxYWVrCyc4WVVyc0aJ+XbhWku+gEPG8iYiIiIj0QaEoQXLKLaSmhiIvNxFFxfkwM7OBjY0HXFwaw97OV+oW9SIvLxmJSSHIzAhHQWEmZDI5LCyc4OBQG26uzWFq+vLPs2YWSjELzIKAWWAWBMwCsyBgFpgFAbPALAiYBSIiIiLtKykpQfSNB4gJDUdGQiqK8gtgYWMFp+pu8GpSG641PKRuUS+yktPxOOguEh/FIC8jB3ITOayd7FDFzwu+LevBzNJc6hZ1jlkoxSwwCwJmgVkQMAskYBZIwCzwM0LALBARERFpX0lJCa5dv46bt24hPj7h/++9ZwsvL080b9oUNWvWlLpF0hNmoVRSUhKuXA3Eg4cPkZGZUXpPTicn1K1TB21at6489+RkFpgFMAtEz6rMx4XIyEg8johAZFQUkpKSkZObg6KiItjb2cPR0QG+Pj5o3qwZbG1tpW6V9Oh2aCiu37iBmJhY5OTmwNrKGh4e1dCkcWM0qF9f6vb0IiMjA1euXkXYvftIS08DADg5OsGvdi20btUK9vZcz5qIiIhIXSUlJbh57Q7u3ApDYkIy8vLyYWNrjeqe1dC4WX341vSWukW9SE5KQfDVGwh/GIHMjCyYmJjAydkBterURIvWTWBp+fKvac0slGIWmAUBs8AsCJgFZkHALJCAWeBxQcAsEBEREWlfSYkC0bdzEHsnB5lJhSjKK4G5jQmcPMzh2cgGrj4v73yh/8pKKURESBaSHuchL7MYMhMZbBxN4V7LCj7NbGFmKZe6RZ1jFkoxC8yCgFlgFgTMArMgYBaYBQGzwCwImAUietmZSt0AEVF5paWn4/jpMzh59hxO+wfg3sOHUCgUz93Gr2ZNjBw6GG9MngRPj5dvcTuFQoEDfx7Cl999j/OXL6OkpETl66ysrDCwdy+8OWc2WrdorucudS8qJgabvvoGP+8/gKTk5DJfV7d2bUybOAFvTJ4Ia2trPXaoPaf9A9Bz6HCd7qMoKV6n42tLYlISAi5dRsClywgMuYaboaFISU0t17Z1atXCmOHDMHncq/Dx8tJxp/p3OSgIm776Bn/9ewy5ubkqXyOXy9GhTRvMmzENIwYP0nOHupeQmIirIddwNTgEgSEhuBoSgviERNHrjCXvmqrsWSgoKMCPu/dg56+/4mpwCIqLi1W+TiaToWWzppgxaSImjBkNMzMzPXeqe3fu3cOmL7/G/j8PISMzs8zXtWjSBDOnTsbEV8fA1PTl+XGxoKAAB//+B9t+2gX/i5eQn5//3Nd7enhg9LChmD5xAvxqVZ4FiW6GhqJ1914oLCwUPTfx1TH44cvNEnSlfecuXMS2nT/h8NF/kZ6R8dzX2tvZYWCf3pg2cQI6d2ivpw71xqdHAwABAABJREFUIycnB9/+uAPbdv6EsAcPynydm6sLxo8ahYWz3ngpf6YiIiIi0rb45Gjs/PsL/B3wC1Izy75W6VvNDyO6T8HIHq/DysI4r1WWRaFQ4NjlP/DL0W8REnYRJQrV160tza3QuXk/TBwwH41qtdRzl7pXmbJw5fY5TF/bX6f7CNld9vUMQ5eelYLdR77BwTM/IT4luszXVXXxxJAuEzCuz0w42DrrsUP9uHDjJHb98xUu3TyFomLxtQcAMDUxQ7vG3fBav7lo16ibnjvUPWahFLPALAiYBWZBwCwwCwJmgYiIiEi7HkZFIzD0LgJD7yAo9C5C7t5DZk6O0mtead4U/37zuUQd6p5CocBvJ8/gm32/4cL1m2XPs7awQP9OHbBw/Bi0alBPz13qXmXLQkFhIQJD7+L8tRu4dPMWbj14iEfRsS/83gEAONrZok/7dpg8uD+6tGwOmUymh451IzE1Deev3cCF6zcQFHoXtx48QsoL5koJ/Ly9MLpXd0wY2A8+1arquFP9Kioqwq2HjxAUeheBoXcRFHoXNx88RGFRkdLrlr8+CSumT5GoS+1Ky8zEpRu3cf7aDVy9HYrbDx8hLjmlXNt6VnHHiB5dMWlQf9Sv4avbRiVwN/wxPtv9K347eQYZ2dllvq553TqYMWIIXuvf56WaW1tSUoL9J07h+98P4eKNWyhQMXdUUL+GLyYPHoDXhw6EjZWVHrvUjbTMTJy4HIjTVwNxJjAE9yOjXvg5UdvLEyN6dMW04YPh6e6up051x6pdV62NZWNliaRTR7Q2npR43lQ5z5tUiUpIQODtu/9/znAHwXfCROdS3lWr4O4fv0rUIREREZFxys6OwY2b3+DBg/3Iyy97bq2DQ23UrTMB9etNgqmpcc6tLYtCoUB4+CHcCt2GhITLUJQxz9rExAreXr3RuNFsuLm9fOuDMAvMgoBZYBYEzAKzIGAWmAUBs8AsCJgFZoGIiIhIV1KjE3Hiy324/OsJZCWnl/m6Kn5e6DR5AF6ZOhDm1i/XjVkUCgWC/ziL01v/wIOLt6AoY661mZUFGvdth57zRsG35cs315pZYBYEzAKzIGAWmAVB4sMYPA6+i8dBYYgIuYvIa/eRl6k8r9SvUxMs+muTRB3qHrNQillgFgT8jGAWiIiIiHQlKioKn372OXbv2YOkpKQyX1e3Th1Mf/11zJwx3WjvvVeW7OxsBAUH48rVQAQGBeJqYBDuP3gg+r7jyX+PomuXLhJ1qXvMQunPHft/+w1ffv01As5feO49OQcNGIC3Fi1E61at9Nyl7jELzIKAWaicnxErV6/Gh2vWam28T9atw+I3F2ltPKlUxuNCVFQU/M+fh3/AeQSHhODmrVvIfM79JwVyuRyNGzXCa+PGYcL4cXB/CdZJ+a+8vDxcu34dVwODEBgUiCtXAxF6544oEz98txWTJ06UqEvdS0lJwedffokfd+xAVFTZ61l7eXliyqRJmD9nDpydX771rI8dP47PNn+B4ydPqrz3JgCYmZmhV48eWDh/Hnr26KHnDomIiIiMT0xUHL7+7Afs//kgkpNSy3xd7To1MHHaGEyaMRbW1sa/RuV/KRQK/HngCLZ9/RMunw96zs+glug9oBvmvPk6mrdqoucudY9ZYBYEzAKzIGAWmAUBs8AsCB49iEBI4I3//3UT14NvIStTea33Dp3b4ODxXRJ1qHvMQikeF5gFIiIiIl1JjcnHqS2xuPJbIrJTisp8nXstS3QYXwWdJlaBuZWJHjvUPYVCgZDDKTj7YyweXslEGcvQwcxSjka9nNB9pgd8mtnqt0k9YBaYBQGzwCwImAVmQcAsMAsCZoFZEDALzAIRVS4yRXnuvkuSCgoKQsuWLXH5xDG0aMr/JKXK56df92LfHwdx/MxZFBQUaDSGqakpZk2djI/eWwErq5djwsXjyEhMnDUHARcvlXsbmUyG6RMnYNPa1bC0fDkW+Pti63dYsfYjZGfnvPjF/8/Hyws/fLkZXTp20GFnunHaPwA9hw7X6T6KkuJ1Or62tO3RG4HXrlVoDBMTE8ybMR2rlr4NGxsbLXUmndzcXCxcthw/7P5ZtJjE83Rq1w4/bfkaXtWr67A73SkqKsLpgAAEhlzD1eAQBIZcQ0RUVPm2NZK8q6uyZuG/Dv1zBAuWLS93FgT169TBD19uRusWL8eNy4qLi7Fy/SfY+MVXZS4koErjBvWx89uv0bhBAx12px/nLlzEjAWLcO/hQ7W3lcvlmDt9GtYsX/bSLUb0rJKSEnTs2x9XgoJVPj/x1TH44cvNeu5Kux5HRmLmm4tx7NRpjbbv1a0rtvzvU3h7emq1LymcOueP1+ctUOsYaWNjjXXvv4fZr0/VYWdExiXo2nW06dELgYGBaNGihdTtEJGahOvue9acQ/0azaRuh14SPx/5Bl/sXYXc/OwXv/j/VXP1xuqZW9CqficddqY/MYkRWP7NNATfvVDubWQyGUZ0m4IlE9bDwvzluG5d2bJw5fY5TF/bX6f7CNn94gVEDdHRi79h3Y+LkJaVUu5tnOxc8O6Uz9Cr7VDdNaZH6Vkp+GDrbJwO/Eut7bq3GoSVM76CvY2TjjrTL2aBWRAwC8yCgFlgFgTMArNAhiH0UQjGrniF13uJKinhevH57VvRvF4dqdsh0khqRibOBoUgMPQOgkLvIvhOGFIyMl643SvNm+Lfbz7XQ4f69zg2DlNXrsX5azfKvY1MJsPrQwdiw8K5sLSw0GF3usMsAN/s+w1vflrxeU5tGjXAV0sXo1HtmlroSv86Tp6BoDthFRrDxESOOaNH4v0ZU2BjpN/BeBwTC/+Q67h6+w6C7tzF9Xv3kZf/4u+kLH99ElZMn6KHDnVv7LL38cepsxUeZ3z/Pvh4/iy4OjpWvCmJFRcXY/V3P2LTrl9QWFT2l+if1ahWTfy4aoXRHhf+6/y1G5i3/lPcfhiu1nbV3d3w9bLF6N2+rW4a07Hdfx/FgROncOJyIArUmFf9X6YmJpgxYijWzJ4BK0vjPF8AAKt2XbU2lo2VJZJOHdHaePrC8yaeNwly8vJwJjAYQaF3ERR6F4GhdxCfUvbC4ALvqlVw949f9dAhkTSC74Shw+QZvG5OVEkJ182HDDoOV1eub0Lacev2d7gauBZFReVfE8LW1gudX/kC1aoa35oQqmRmReLM2dmIjy//+iCADPXqTkDbNmtgavpyzLNmFpgFAbPALAiYBWZBwCwwCwJmgVkQMAvMAhmGpKTrOHioJ68XE5GkhOvWS898A+9mflK3Qy+BU9/+jj8//B752Xnl3sbZuwomfvM26nRqqsPO9Cc5Ih7bZ6zDgws3y72NTCZDx8kDMOrj2TCzNNdhd/rDLDALAmaBWRAwC5U3CzmpmQjzv4bHQXfxODgMkSFhyE598XpHfp2aYNFfm/TQof4xC8yCoLJm4Vn8jGAWyHBEhNzDx11m8bo1kRESrvVevXgBLZq/HPeCIdKGzV9+heXvv4/s7PKvYezj443t27ahS+fOOuxMtwKDgnDx0mVcDbyKq4FBCL1zByUlZdw1/D9O/nsUXbt00UOH+ldZs/Bfjx8/xoQpU+AfcL7c28hkMkx//XV89unGl+aenMwCsyCorFngZwSwcvVqfLhmrdbG+2TdOix+c5HWxpNCZT0uuHlUR3JycoXGsLKywop3l2HxokUwMzPTUmf6FRp6B/7nA3A1MAhXAwNx89atct2P84fvtmLyxIl66FD/9u7fjznzF6iVD1dXV3z9xWaMHK7be2HrS0pKCl6f8QYOHjqk1nbDhgzBti3fwsmJ61kTCYKCg9GqXXtedycyUsK19+OXfkfT5g2lbodeAlu/3Im1721CTnb5v9Pn5VMdX3y/Hh07t9FhZ/oT+TgasyYvxqWAwHJvI5PJMHHaGKz5dDksjXiNyv9iFpgFAbPALAiYBWZBwCxU3iykpaYj4MwlBF+9gWtBN3Et6BZSU9JeuF2Hzm1w8Pgu3TcogcqahWfxuMAskOG4FnwLPdsO4/VeIpKMcM16yZHG8GpsK3U79BI4830sDn0cgYKcF88fEzh7WmD8Z7Xg195Bh53pT0pUPnbOu4eHl1/8PVeBTAZ0GF8Fw1f5wsxSrsPu9IdZYBYEzAKzIGAWmAUBs8AsCJgFZkHALDALZDgib2RhQ98bvGZNOsejFhEZvClz5uHvY8dRUFCg8RhFRUX4Yus2tOrWE/cfPtJid9IIuXETbXv2QcBFdW7CAigUCmzdsRPdhwxDRmb5T3gNkUKhwMxFb2HRuyuQrcakGwB4HBmJPiNGYffe/Trqzni1aFK5brxbXFyMz775Fq269UREVJTU7VRIWno6ug0aiu937YZCoVBrW/+LF9GmRy/cuH1bR93pVlRMDPqOGI3lq9fi98N/Gf3fZUVV5iwI1mzchOETJ2uUhdCwMHQdNAQH/lTvC/iGKD8/H8Nem4h1mz4r1+IS/3Xjdig69RuAE2fP6qg7/fj6+x/QffBQ3Hv4UKPtS0pKsHnLVnTo0w9JFVy4xNBt3rIVV4KCpW5DZy5evYrmnbvh2KnTGo9x7NRpNO/cDZcCyz/Z2RDt/OVX9Bs1Ru1jZHZ2Dua/swxzl7yjo86IiIiIjJdCocCH2+bhk5/eRm5++Rc+BYDYpAjMXDcIf/n/oqPu9OdO+HWMf68zgu9eUGs7hUKB/Sd/wLQ1/ZCVk6Gj7vSDWdCN+r7NpG5BI9/9/gne+WIS0rJS1NouNTMZSzZPwA9/fqqjzvQnNikS49/ritOBf6m97cmrhzD+vW6IT47WQWf6xSwwCwJmgVkQMAvMgoBZYBaIiIiItOXwWX+8uvQ9bNixGycuX0VKhnFfa62oa2H30GnKGzh/7YZa2ykUCmz7/RB6z16IDDVudGZImAXtuXzzNtpPmo7dfx+VuhXJFBeXYPOevWg3cToi4uKlbkcja7Ztx7QP1+Hb/b/j8s3byMvX/Dspld3uv4+i5dgpuH7vvtStVEh+QQFGvb0c67fvQmFRkVrb3nzwEF2nz8apK8Y9h3D7n3+h39w3cfthuNrbRickYthby/Dlr8b5XZxpH67DPwEXUaDmvOr/Kiouxtd7D6DdpGl4EFm5v7dg7HjepD3Gft509VYohr+1DGu2bcffARcQn5IqdUtERERELxWFQgH/gLdw8dJyFBWptyZEVlYk/jkyEvcf7NNRd/qTnHwDf/7ZG/Hx6q0PAihw5+5O/H1kGAoKjH99EGaBWQCYBQGzwCwImAVmQcAsMAsCZoFZEDALRERERNqnUCiwe/4m7HvnK+Rn56m1bUpEPDYPeRuXfj2uo+70J/L6fazvOhsPLtxUazuFQgH/Hw/jfwPeRG6Gcc61FjALpZgFZkHALDALgsqchWt/n8fW11bi6KY9uHMqENmplfu6CrPALAgqcxYE/IwoxSwQERERaZ9CocCMWbOx8K23kK3m+haPH0egV7/+2PXzzzrqTvdGvvoq5i1ciB0/7cKt27dRUlL+G6i/bCp7FgQh166hdYeO8A84r9Z2CoUCW7dtQ7devZFh5N8VZhZKMQvMAj8j6Fk8LlRMbm4ulr/3Pjp374HUVONcS2H2/Hl4Y/YcfPf99wgOCVH7fpwvmzXr1uHV8a8hWc17aiYlJWH02HH4eMMGHXWmPxEREWjToSMOHlL/XrO/HzyIth07IaqS3++YiIiI6FkKhQJvzlqB5W+uQU62et/pi3wcjZF9J2Pf7oM66k5/boTcRq/2w3EpQL01RxUKBXZ89wuG9nwNmRlZOupOP5iFUswCsyBgFpgFAbPALAgqcxb+OXQCk0fPxeefbMHp4wFITUmTuiVJVeYsCHhcKMUsEBEREWmfQqHAL28/wIH3w1GQo978sZSofHz1aiiuHEjUUXf6E3UzGxv6XcfDy+p9z1WhAAJ2xWPzyFvIzVTv3lyGhlkoxSwwCwJmgVkQMAvMgoBZYBYEzAKzIGAWiKgyMpW6ASKiivCrWROtWzSHu5sb3N1ckZ9fgOiYGPhfvIQ79+6JXn/3/n30GTEKpw8fhFf16hJ0XHERUVHoN2o0klR8QdKjalX07t4Vvt4+yM3Lxf2Hj/D3sePIzc1Vet3lwCAMHT8Rx37fDxMTE321rlXLPlyDbT/tEtVlMhm6d34FjerXh5urCyKjonH+8mXcuB2q9LqioiJMnTcfrq4u6NO9m77arjBTU1M42NtXeJySkhJkZokn3Ewa92qFx5aSi7Mz6tXxQ73ateHm5goHO3uUKEqQlp6O0LthuBQYiMQk8b+dew8fotugofD/5y9Uq1pFgs4rpqioCIPHvYarISGi56ytrdC/Vy/UrlkDFuYWCI+IwNETJxGXkKD0usSkZPQdORqXTxxD9WrV9NQ5aRuzAKzZuAkrP16v8jlfby/07NIF1T08YGpqgrj4eJz2D8CtO3eVXpefn4/xM2bCzs4Ovbt11X3TOjJlzjz8fUy8mK+ZmRn6dO+Gun5+cLC3Q/jjCJw5fx4PHoUrvS47OwfDJ0zC2b8Oo2mjhnrqWnt27d2HBUvfhUKhED1nbW2FV9q3R9NGDeHs6IS8/HzExsXhwpUruH7rtuj1N0PvoM+IUfD/5y9YWVnpo329evT4MT4o49/Ny+DWnTsYMHosMjLFF33lcjnatGyBNi2aw83VFXK5HEnJKQgMuYbzly+jqEj5Ym96RgYGjB6Ls38fQoO6dfX1R9Caw0f/xbT5C1UuRtW0UUO0b90antU9kJCYhJuhoTh1zl/0b+jbH7fDyckRq99dpq+2iYiIiAze57+8j99ObRfVZTIZ2jTsCj+vBnCyc0VcchRCwi7iXuQtpdcVFRfh/S0z4WTvig5Neuqpa+2KTYrErPVDkJopvvbm5lQNHZr0QHU3X+QV5CIi7gH8Q44ir0D5uvWNB1exYNMYbH33MEzkxnndurJmwdTEBLbWDhUeR1FSguw88c9uQ7q8VuGx9W3v8W34av9qlc819WuLBjWaw82pKhJSY3H7YRCu378iet3mX1fC0c4Fw7tN1nG3upGVk4E31g1CVMIj0XP2Nk54pVkfeFapAYWiBFEJ4TgXfBSZOWlKr4uMf4BZHw/BTx+ego2VnZ461y5mgVkQMAvMgoBZYBYEzAKzQERERES6EREXj0ELliApLV30XDU3V/Rq2xq+HtWQm5+P+5FROBJwEbn5+Uqvu3IrFCMXv4t/vtxktPOsSZmFuRn8vLxQx9cbPlWrwt7GGhYW5sjMzkF0QiKCQu/i5oOHou2KiosxY816yGUyjO3XW4LOtcvFwR51fX1Q18cbbk5OsLe1QYmiBOmZWbjz6DEu37qNxNQ00Xb3I6PQa+Z8nN72Naq5uui/cdI6B1sb1PHxRj1fH1RxcYa9rQ1kkP0fe/cd31T1vwH8SZu0KW2hu4XSAmXvvfcWUAFF9lRUlOVCUBRRUJShKEMURTYiiGxk772nbEpbRjfdadM2vz/6u/q9nAs0O4Hn/Xr5h5/0nn44PLk3CSfnIjUjA9ejY3D84j+IiY0TjotLTsZzw9/F9h+/R9WyEXbo3HxDv5iCLQePCHWNWo0OjRqgQqlwFPPyROTde9h3+gxuxtyV/VxGlg6vfDgeu36ejRrly9mqbYtZvmUb3vpK+aZrIf5+aNewPkoVD4G7uxvikpJx6Ox5nL58VbaOMD8/H2O+mw3vIkUw6IXOtmrd6sqFlUS9KpUQ5OeHQF8f5Oj1uBMXj4NnzuHK7Sjh56/ejkbnke9jx0+zEBYcZIeOLUujVqOI1t2kYz2fwrXVzzK+biIiIiIiSzt+YhKuXF2i8IgKJUo0h69vZXhoA5CeHoPYuGNITpbvCWEw5GLf/lHQav1RMrSNbZq2sPT0GPy9rRd02eI66yJFQhAa2hreXuHIy9MhJfUmoqN3IC9Pvs46Pv4ktu8cgE4d/4SLk66zZhaYBQmzwCxImAVmQcIsMAsSZoFZkDALzAIRERGRtaz97BccXLRZqKtUKlRsWRslqpaBl38xJMfE4cbRi7h7Uf69t/zcPCx5ayq8/YuhSrv6tmrbopKiYzGr+zikJ4prrYsV90eVtvXgX6o49FnZiLtxBxe2HYU+S77WOvLEZczr8ylGr58GFydda80sMAsSZoFZkDALzAL9h1kgCbNQgNcIZoGIiIjIWsaN/wS/LFgg1FUqFdq2bo1q1aohMDAAUVHROHT4MM5fuCD7udzcXAwZ+joCAwLRsUN7W7VNVsAsAFFRUejY5XkkJCQIj5UoUQId2rdDmdKlkZWVhevXb2DTli3CPTmPHjuGri+/jB1//+20e8UwC8yChFkgJd7e3nBxcTHpWK1Wa+FubIfnBVHx4sVRqWIFVChfAQEB/ijqXRT6XD2SkpJx8eJFHDl2DCkp4md5R48dQ9uOz2H/7l3w9PS0Q+dkCT/+9DMmTPxc8bEmjRuhTu06KFGiOO7cuYuTp07hyNGjws99/MmnCPD3x9BXX7V2u1aRmpqK9p064+YtcT9rX19fdOn0HCIiIpCfn49bt25h05a/8eDBA9nPXb9xAx27PI8jB/bD25v7WRMREREBwKSPp2PJr38IdZVKhRZtGqNytQrwD/DDneh7OHboFC5duCL7udzcXIwcOg7+gX5o06G5rdq2qJiou+jZ5VUkJiQLj4WUCELr9s1RqnRJZGXpcPP6bezYsgdZWTrZz508dhb9XxqGNVsXOe17UGaBWZAwC8yChFlgFiTMArNA/2EWCvC8wCwQERERWcv6r6JwaJl43yyVCqjQrBiKVyoCL38Nku9k49aJNNz9J1P2c/m5Bix79zq8/DWo3MrHRl1bVtKdbMztewkZSbnCY8VCNKjU0gf+YVrodfmIv5WFizsfQK/Ll/3c7dPpmD/kCkasrAIXV5WtWrcoZoFZkDALzIKEWWAWJMwCsyBhFpgFCbPALBDRs0tt7waIiIzVtFFDDOnbBx1at0aJ4iGP/LkDR45izITPcPzUaVn9dnQ0er/2Og5s2QSVyrletBkMBvR7YxjiE+Q3YdFoNJgx+QsMHdAfbm5usscSEhPx6ZdTMH+x/AY2+w4dwhdTp+Pzj8ZavW9L27prN2bMniPUmzRsgJ9nfotK5csLj23bvQevjRiFe7Gx/9by8vIw6K3hOHdgL4ICA63as6U0a9QQiTevmT3O8lWrMfCt4bKau7s7+vZ42eyxbcnDwwMd27RGh9at0aJpY8W/+/+Vm5uLjVu3YezEz3HjVqTssdvR0Rg5dhxWL/rNih1bx4QpX+PQ0WNC/Y1BAzFp/Efw9/OT1XNycjB/8RJ88Oln0Ov1/9Zj4+LR/423sGv9X053fnwcFxcXVCxXDv9cvWrvVqzuWc/Clh078cXUaUI9vGRJfPfVJHTt3FnxuEPHjmPkh2Nx9sLFf2u5ubkY8OZbOLNvD4qHBFutZ2v5eeFi/LF2nVDv2rkTZk75EmGhobJ6fn4+Vq1dh2HvfYC09PR/6xkZmejz2us4tXeXU228Ehcfj3c+Gg+DwSCru7i44P0Rb+PDUSPh6+OjeOzxU6cx8sNxOHHmjKx+9sJFTJn5Pb74aJyVuraft94fg4yM/z7w9fP1RVKyuLDXGRkMBrz1/hikpKYKjz3fsQOmT/oC5SLKKB4bfecOPpn8FZatWi2rP0hJwdvvf4g9G8XnmCO7dz8Wr44Yhfx8+YfaxYOD8evsH9ChdSvhmH+uXsWb774vXFu+/u57tGzaBO1atrRix0RERETO4dC5HVi06XuhXqtCI3z2+myUKVFR4Zid+OynYYh/cP/fWl5+HsbPHYo/vzkOv2LO8VmlxGAwYNzsIUhOlW92qXbV4IP+X+PlNoOhUcs/t05OS8DsP77An7vkn8Wd/OcAflozBW/3+MTqfVvas5yF2hWb4MD8GLPH2XRwJcbPHSqruWnc0blpT7PHtqVrURcxfan4+UGZEhUwadjPqFa2rvDY+RsnMGHem7h1V/4Z5jeLxqBm+UYoW7KS1fq1lskLRiPq/g1ZTaVS4fVuYzH4+dEoovWSPZapS8fCjTPx81/fyOo3717BlIXvY/JbP1u9Z0tjFgowC8yChFlgFiTMArMgYRaIiIiIbMfdTYPQoEDcjLlr71asymAwYNCnkxCf/EBW16jVmPrOcLza9Xm4aTSyxxIePMDEeb/i17UbZPX9p8/iy18XYcIbznlDmkd5VrIAALUqlEeX5k3Qok4tNKhWBVp398f+/OVbt/HlrwuxesduWT0/Px+jp81E87q1UDIoyJotW5yHuzvaN2qA9o3qo3ntmqhYutRjfz43NxebDhzGx7N/FDISdT8W70ybiZXfTLJmyzbn4+2FIlot7saLN3V7mmjUarSsWxsdmzRE89o1Ub1c2cfexM9gMGDPiVMYP/snnL4i/ywiOTUNb0z+Bvt+met0G3/+8td64TkOAC+0bIYZ741CWLD8OZ6fn4/VO3djxJQZSMv8b41lRpYO/cd/jmNLfnniucWRnLlyDSO+niHU/YoWxZcj3sTA5zsp5uLSzVt4Z9pM7D99VlYfPe071KlUEdXLl7Vaz9bWpGZ1DHqhM9o1rI8SgQGP/LmDZ85h3A8/4sSlf2T1qPux6D9+IvbMn+NUa+6V9OrQFvMnfGTvNhwKXzc92tP4uulx1K6uiChZAldvR9u7FSIiIiKnE3NnF85fEPeECA5qgGZNv4OPj7gvQMyd3di/fxQys/7bE8JgyMPevcPxUvd98PBwjrW1EoPBgN1734ROJ//8ycVFg4YNvkDFCgPg6ipfZ63TJeLEya9w5ap8f5D79w/h9JlpqFvH+b7jyiwwCxJmgVmQMAvMgoRZYBYkzAKzIGEWmAUiIiIia7m04zh2/CDePLxso6roN+t9hFQIF4/ZeQJL3p6GlPv/7QGdn5ePhW98jU+P/gLvQF+r9mxpBoMBC177CukJD2R1V40aPaa8haaDOkPtJl9rnZ6YgvVfLMCBhZtk9WsHzmHT10vwwvjBVu7a8pgFZkHCLDALEmaBWSgMtbsGviUCEX/r6V5Xyiw8GbPwbGWB1whmgYiIiMhatm7bjunffivUmzZpjPk/zkOlSuIextu2b8eQ19/AvXv3/q3l5eVhwJAhuHD6FIKeou/0AUBoaCjS09ORkpJi71asilkoeN/Rd+BAxMfHy+oajQbfTpuG1197VbwnZ0ICxk/4DPN//VVW37tvPz6fPBlffPaZ1fu2NGaBWZAwC0/2rFwjHnb2xHGULl3a3m3YFM8LBYoVK4bnO3dCu7Zt0bJ58yfmQKfT4fc//sBHn3yK2P+5bzMAnDl7Fp98NhHfTRfv8+nMgoKCYDAYhKw8bc5fuID3xowR6pUqVsSiBb+ifr16wmPHjh/H4NeG4vKVK7L6qHffQ5PGjVGlcmWr9Wstw4YPx7Xr12U1lUqFTz7+CGPeew9eXvL9rNPT0zF1xgxM/mqKrP7P5csYMXo0Fi1YYPWeiYiIiBzdrm37MfvbX4R6gyZ1MHPelyhfSdxvcvf2Axg5dBxi78X9W8vLy8Pbgz/A/jObERjkb9WeLc1gMOCNAe8hIT5JVtdoNJg0/SMMeK2n8B40MSEJX034Dot/WSmrH9p3DNMmzca4iaOt3relMQvMgoRZYBYkzAKzIGEWmIXCcHd3Q/GSIYi8EWXvVqyKWSjA8wKzQERERGQt/+x5gF0/it/fjKjvjT7TyyK4nId4zN4HWPbudaTG6v+t5ecBi0dew8e7a8E7QCMc48gMBgMWvX0N6Ym5srqrRoXuE0ujSd8gqN3k95dKT9Jj49dROLQsTla/fjgVW76NRpcx4nchHR2zwCxImAVmQcIsMAsSZoFZkDALzIKEWWAWiOjZ9ui7sxMRORCNRoM3Bg3ExcMHsXfjegzu2wclioc89phmjRpi36YN6N/zFeGxoydOYslKcYM8R/fbsuU4fOy4rKbRaLBu+VK8rfClYQAI8PfHj99OxycfvC88Nm3WbFy7cdNq/VpDTk4ORo0dB4PBIKt3bNsG2/5chUrlxRvyAECH1q2wf8tGlAoLk9UTEhPx8aTJ1mrXYS36faVQe/G5jvD18bF9Myaa8eUk3L98EasX/YY3Bg985N/9/1Kr1ejWpTNO792Nlk2bCI+v3bQZB48es0a7VnP52jV8N3eeUP90zAeYO2Ma/P38hMfc3NwwfOhrWLd8KTQa+Rv4/YcPY+kfq6zWr7WpVCqUK1MGvbp3w9TPJ2Lnur+QdPM6zh/ab+/WrO5Zz0Jubi5GjR2H/Px8Wb1S+fI4sGUTunbu/MhjmzSoj70bNwjnhcSkJHzw6QSr9GtNCYmJGD/5S6E+uG9vrFq4AGGhocJjLi4u6PVSd+xavxY+xYrJHrt64wamzRJvhufIvvtxHh48tKmOSqXCormzMWXCp4+93tWvUxv7Nm9Au1YthcdmzJ6LlNRUS7drV4tW/I4de/b++/8VypbF0IH97diRZW3dtRuHFK7tbwwaiLXLlqBcRJlHHhsWGopFP87Bp2M+EB47cOQItu7abdFerW3c518gKTlZVisVFob9WzaiQ+tWisdUrlABW1f/gQ5tWsvqBoMBo8d+DL1er3gcERER0bNCn5uDKQvfFz6rbFqjPX76aAPKlBA3PgWAJjXaYuHEHSgeIF9UkJyWiO9XOt/70LV7F+PstaOymtpVgx8+WIXeHd6ARi1+bu3rHYBPX/sBb3QXbxT+24bvcPv+daHuyJgFy1i/b5lQa1WnC4p6OtcNiqYsfA85+mxZrVLpmlj42XZUK1tX8ZjqZevhtwnbUKl0TVk9W6/D14vEf99xdEcv7MHfh1cL9c9en4O3e4xHEa2X8FgRrRfe7vEJJr4xV3hs44EVOPHPAav0ak3MArMgYRaYBQmzwCxImAVmgYiIiMiaNGo1alUoj1e7Po/Z497HoYU/I37XFvz4kXiTlqfNog2bceT8BVlNo1ZjzYwpGNajO9w04hceA3x8MHvc+/j4tUHCYzOWrMD1qBir9Wttz2oW2jWsj8trVuDw4vn45PUhaFG3NrTu7k88rlKZUlgy+TN894G4kWFaZia++mWRNdq1mqnvjED032ux8ptJGNr9RVQsXeqJx6jVanRt1RzHly5Aizq1hMfX792PQ2fPW6Fb2/AuUgTNatfEqD49sfCLT3H+j6W4u20DhrzYxd6tWdV7/fsgastf2PD9NIzo1QM1K5SHi8vjv06oUqnQun5d7F/wI3p2aCs8fuqfK/hj+y5rtWwVCQ8eYMKP84X6wOc74fcpXyAsWLxBpYuLC3q2b4ttP34PH2/5ZxXXoqLx7dLfrdavNbz/7Q/IypZ/JhXi74cdP/2AwS92eWQuqkSUweZZM4QsZOfoMXLqt8K/kTo6jVqNod1fwNmVi7Hzp1kY+HwnlAgMeOwxTWvVwK6fZ6Fvpw7CY8cuXMKyzVut1S7ZCF83Pduvm/6Xi4sLKpcpjX6dO+Lb90dhzy9zEL9rM9Z/N9XerRERERE5nby8HBw6PA6A/H1jydA2eK7javj4KO8LUDK0NZ7vsgleXvI9IXTZiTh+0vn2hLh6bTni4uT7g7i4aNC+3VJUqfwaXF3FddZarT+aNZ2B2rXE9SDnzs9GSopz7Q/CLBRgFpgFCbPALEiYBWZBwiwwCxJmgVmQMAtERERElpebo8fKD2YJa52qtKuPUeumIaSC8g1FqrSthw+2fQ+/8GBZPT0xBWsnijcjd3SHlvyNm0cvymquGjXeWjkZLV/vCrWbuNbay78Y+n7/LjqPHSA8tn3mSsTdcK611sxCAWaBWZAwC8yChFmQc9WoEVajHJoO6oy+M9/BuL0/4rs7G9Bv1nv2bs3qmAU5ZuHZzgKvEQWYBSIiIiLLy8nJwYjRo4XXms916IDtW7agUiXlPYw7tG+Pg3t2o1Qp+WvRhIQEjPvkE6v1awshISHo0qkTJnwyHuvXrMG9qNuIvnkDtWrWsHdrVsUsFFiwcCEOHT4iq2k0Gmz4aw2GvzVM+Z6cAQH4ae4cfDr+Y+GxqdNn4No159rbnFkowCwwC0qe1WsEFeB5AVi1YjliY6KxZOFCDBowAKVLl37iMVqtFoMHDsTZE8dRtUoV4fFZc+YgKirKCt3ahp+fH9q1aYNxH47B6pW/I/LaVdyPjkLn5zrauzWrGzF6NLIf2juodq1aOLBnN+rXq6d4TIP69bF/9y7UrlVLVtfpdBj5zjtW6tR6du7ahd8V7q37y0/z8PmECfDyEvez9vLywheffYZff/5JeGzJsuXYu2+fVXolIiIichY5OTkYO/pz4fOINh2b48+/F6F8pbKKx7Vu3wyb9/6OsFKhsnpiQjImjZ9utX6tZdnC1Th++JSsptFosGztT3jtrf6K70H9A/wwY+4kfDB+uPDYrOk/48a1SGu1axXMQgFmgVmQMAvMgoRZYBYkzIKcRqNB9VpVMOC1npgx9wvsOPoXbiWdxsx5X9q7NatjFnhekDALRERERJaXm5OPVeNv4uHbIFVu7YPhv1dBcDkPxeMqt/TBu+uqwa+k/F4rGUm5WP/VbWu1azVHfo/DrRNpspqrRoU3FlVCi8EhULuJ95fy8tOg99SyeO7dksJjO+beRdzNLKv1aw3MQgFmgVmQMAvMgoRZYBYkzAKzIGEWmAUJs0BEz7LH36GdiMgB9O/5Ci4ePoC5M6ahYvlyRh2r0Wjwyw8z0bBeXeGx2T8716Z2ubm5+HLGd0J97OhR6NC61ROP/2zsGDRv3FhWy8nJwZTvZlqmQRtZ/PtK3LgVKasF+Ptj4ZxZ0Gq1jz22dHg4fv7+W6G+ZOUqYcynWVRMDHbvPyDUB/XtY4duTNesUUN4enqadGyRIkWwauEC+Pn6Co/98ddf5rZmU19O/xZ6vV5Wa9GkCSZ8+METj+3QuhU+HDVSqE+aNh15eXmWatHqinp748tPx+PvP/9A/PUruHz8CJbN/wnvDX8LLZs2gZeXaTlxNs96Fpb+sQq3bss3gXB3d8fvC+ajRPGQJx7v5eWJlQt+QXBQoKz+x9p1OHfx4iOOckwz5/2E5AcPZLUKZcti9tRv4OLy+LeAtWtUx7QvJgr17+b+iJTUVMs1aWV/bdgk1Pr2eBl9erxcqOPd3NywZN5ceD+0+UJ2dja2bN9hkR4dQWxcHMZMmCirzZk+Fe5u7soHOKG/NmwUamVKheP7r78q9BifjR2j+H5i7UYxZ47qyrXrWPHnGqE+//vvUDpceYNwiYeHBxbOmQV/Pz/5mNevY/nqPy3aJxEREZGzWb9vGaJj5Te69vX2x6S3foK72+M/qwwNLIWJr88R6hv3rxDGdGS5ebn4+a+pQv3VF99Hkxptn3j8Wy9/jLqVmspq+twc/LJ2msV6tAVmwXz3EqJx/OJeod61ZX87dGO6w+d34dSVQ7Kam8YdX739C4p5+T3iqAI+3v746u1f4KaRvy8/fmkfjl/ab/FerWnu6slC7fnmfdCtpXgDpod1azkAzzcT/73ixz+d6wv4zEIBZoFZkDALzIKEWWAWJMwCERERkWVVjiiD7z4YjX2//oj4XZtxePF8zPnoA7zW7QXUrlQBGrXa3i1aXW5uLqYsWCzUxwzqh3YN6z/x+E+GDkaz2jVltRy9Ht8sXGKxHm2BWQDKh4ehVIniJh8/rEd3DOjynFBft2c/9Lm55rRmU01r1YCnh/KXg5+kiFaLFVO+gF/RosJjq7bvMrc1m3quaWP8MuEjnF6xCPd3bMT2H7/HN6PfRq8ObVEuvCRUKpW9W7S6+lUrw8fb26RjXV1dMf/TcSgfHiY8ttrJsjBrxWokp8q/RF4+PAzfj3nniWtra1Usj69HvS3Uv1/+B1LS0y3ap7XsPXkah86eF+rzJ3yEymVKP/F4tVqNn8Z/KPzs0fMXsfnAYQt1aX19O3XA2ZWLMWvs+6hQ6vFrJx+m+f85aFBNvJnh3D/E9Znk+Pi6ia+bJKFBgfhm9HBsn/cD4nZuwqkVC/HLhI/w1isvoWG1qtC6Pz1r64mIiIhs6dr1lUhLi5TVtO7+aNFiNtTqx6+t9fYOR/Om4r4a16//gdTUW5Zs06ry83Nx5qy4t0XNGqNQMrT1E4+vXetDhATL9wfJz8/B2XPi3DgyZoFZkDALzIKEWWAWJMwCsyBhFpgFCbPALBARERFZy5Hl2xB/666s5uVfDIN+GguNVrxp9v/yLxWC/rPeF+pHV2xH/M27Ckc4przcPGyZtlSod3yvD6q0rffE47t8NBDlmtaQ1XJz9Ph7+nKL9WgLzAKzIGEWmAUJs8AsSIpXKoVe00fiw12z8e2d9fho/zz0++E9NBvyPMJrlYer5ulfV8osFGAWmAUJrxHMAhEREZG1LFqyBDduyvcbDggIwKIFvz753nulS+OXefOE+pKly3Djxg2L9mlto4aPwJ9/rETUjeu4ezsSG9b+hYmffornu3RGcHCwvduzCWahYK+YyVOmCPVxH45Bh/btn3j8xE8/RYvmzWS1nJwcfPXN1xbr0RaYBWZBwiwU4DWCAJ4XJK1atoSb2+M/j3yUoKAg/LlypXB8fn4+Vincx86R9e/bFyuWLsG1SxeRcO8utm3ZjK8mTcJL3boh/An33ntabN+xA/sPHJTV3N3dsXThQvj5PX4/a39/fyxduBDuD+2dsXvPXuzZK94bxJF99sUXQm1g/34YMmjQE48dMmgQBvTrK9QnTppkkd6IiIiInNXKJX8h8kaUrOYf4Is5C6ZBq338/mvhpUti5k/i/UH+WLoWtx4a05Hl5ubi26/mCvXRH76B1u2bKRwh9+GEUWjcXL73dU6OHt99/aPFerQFZoFZkDALzIKEWWAWJMwCsyCpVKUcvv5+ArYeXIVbSaex69hafPvjZAwc2hs1a1eFRqOxd4tWxywU4HmBWSAiIiKylmOr4pEQmS2refqp0f/7ctBoH39vKf8wLfpMLyvUj6+OR3ykzqJ9WlNergFbZ94R6u1HhKJyS58nHt/p/ZIo20h+n7K8HAO2/SCO6ciYBWZBwiwwCxJmgVmQMAvMgoRZYBYkzAKzQET0+LM9EZEDWDh3NiJKlzb5eLVajamfTxTqp86dQ/Qd53nRtm7zFtyOjpbVSpYogY/fe6dQx6tUKsyeJn5JeMWfaxAXH2+JFm1i1s/zhdpnY8cgMCCgUMe3bdECPbq+KKvl5eVh9nxx3KfV4t//QH5+vqwWWrw4OrRuZZd+7MXP1xevDxog1PcfPmKHbkxzPzYOq9atF+qzp30NlUpVqDHGv/8uSpYoIavdjLyNDX9vtUiPtuDn64uxo0ehXcuW8ClWzN7t2AWzAPy2fIVQGzqgH6pVrlzoMQL8/fHJB/KNcA0GA76bK25G46hycnLw88LFQn365C+euPGOZEi/vqhfp7aslpqWht+WOcdGuHHx8bh+S7zZ3ttDXzVqnMCAAPR+qbtQP3TsuMm9OZrRH41HUnLyv/8/sHcvtG7+5EW8zkTp7+v1QQONXrg/8vWhCmMfM7kvW5vzy6/C678eXV9EmxbNC3V8UGAgJo77UKh/P+8ni/RHRERE5KyWbxW/yDbs5fHwKxpYqOMbVmuF9g3l7zvy8vOwfKvzvA/dfWIj7iXIv9QY7BeK17uNKdTxKpUKHw0Rbxa+5dAqJKU4z+fWzIL5NuxfjnyD/H1LkG8JNK7e1k4dmWb53+KXZvt0GIaI0EqFOj4itBL6dBgm1JdtmW12b7Zy8eYpnL12VFbTunngg37i5riP8kH/KdC6echqJ/85gMuRZy3Soy0wC8yChFlgFiTMArMgYRaYBSIiIiJrqFelEob16I76VSvD3cSb8zi79fsOIOp+rKwWGhSIsYP7F+p4lUqF78e8I9RXbtuJuKRk8QAHxSxYxphB/YRaUmoqLt4Q16U9rfyKFcVr3V8Q6gfPnLNDN6Z7uW0r9OvcEZXKlIKLC79CZwo3jQaj+/YU6gecKAs5ej1++UtcZz31neHQuj9+81fJoBc6o14V+Zrk1IwMLNqwxSI9WtuiDZuFWuemjdGuYX2Fn1amdXfHVyPFz6VmLl9pVm+29OtnH6NMaIkn/+AjqNVqTBn5llA/feUqomPjzGmN7ICvmyzjaXjdVDasJEb1eQXNatWAp4fHkw8gIiIiokK5eEncu6F27THw0BZuT4gSJVqgTGn5nhAGQx4uXvrFIv3Zwu2oLUhPl+8P4lmkBGrWeLdQx6tUKjRp/I1Qv3FzDbKynGedNbPALEiYBWZBwiwwCxJmgVmQMAvMgoRZYBaIiIiIrGX3vL+EWpePBsI7wKdQx1dqVQd1urWQ1fLz8rH7J3FcR3V240EkRcnXWvuEBuK5D/oW6niVSoXeM0YJ9eOrdiEt3nnWWjMLzIKEWWAWJMwCsyApXbcSWr7eFaXrVoLG/dlcV8osFGAWmAUJrxHMAhEREZG1/DB7jlCb+OmnCAws3B7Gbdu0wSsvvyyr5eXl4Yc54v52juzd0aPQvWtXlCxZ0t6t2A2zAKxdvx63b8v3Ni9ZMhTjx40r1PEqlQpzfvhBqC//fSXi4pznu9/MArMgYRYK8BpBAM8LllKhQnm83L2bUN9/4IDtmzHDa0OGoNcrr6Bs2bL2bsVulK4RI4cPR+XKhdvPunLlShg5fLhQn/nDLLN7s5UTJ0/i0EP3mfbw8MCMqVMLPca306bB46F9Rfbu24/TZ85YokUiIiIip/TzrMVC7cMJoxAQ6Feo41u0aYIXX+4kq+Xl5WH+HHFcR7V53Q5E374jq5UoGYJ3PxL3nVSiUqkw9YeJQn3N7xsRH5dogQ5tg1lgFiTMArMgYRaYBQmzwCxIatergdfe6o869WvC/RldZ80sFOB5gVkgIiIispa9v94Tap3fD4O3v6ZQx1dsXgy1nveX1fLzgH0LxHEd1bm/k5AUky2r+RR3Q4dRoYU6XqVSoedXEUL95NoEpCXoLdKjLTALzIKEWWAWJMwCsyBhFpgFCbPALEiYBWaBiIh3qyeiZ0LThg1QskQJoX7i9BnbN2OipX+sEmqD+/aBmxE3la9aqRKaNmooq+n1evyxdp3Z/dnC6XPncfHyFVnN07MI+r/yilHjvD5ogFBb+dda5ObmmtWfMzAYDFiycqVQH9C7J1xcnr2XBW1btBBqd+7dt0Mnpvl9zRoht80bN0aVihULPYabmxsG9ukl1JetWm12f2Q7z3oW0tMzcOzkKaE+dKB4vn+SAT17Cl+mX7NxI9LTM0zuz5Y2b9+BpGT5ZrWlw8PQqV1bo8Z5XWHulq/606zebOVerLghipubG+rXrm30WA+/bioYP1bhJ53P+s1bsHrd+n//P8DfH1M//8yOHVmH0t9XkwYNjB5HOQvOsfmOXq/Hyr/WCvU3Bw8yapx+r/SAp2cRWe3cxUs4f+mSOe0REREROa3LkWdxI+YfWc3D3RPPN+tt1Dg92rwq1LYeXo3cPOf4rHLTgRVCrWvLAdCoC/+5dbmSlVG7YmNZLTdPj61HnON9KLNgPoPBgA37lwv1F1r0darPrZNS43H4/E5ZTaVS4ZV2rxk1zstthkClUslqB85ux4M05/ji7MYDvwu1dg27wcfbX+Gnlfl4+6Nt/a5CfZPC2I6IWSjALDALEmaBWZAwC8yChFkgIiIiImtYsWW7UBv0Qme4aQr3JUkAqBJRBk1qVpfV9Lm5WL1jt9n9kXMpHx6GksFBQv1ufLwdurGfNvXrCrVnbQ6ogFIWUjMykJ6ZaYdujLfl4BEkpabKaqWKh6BjY3Fd4OO81u15ofb73+L1xxHtPiGus3612wtGj9OhUQOEhwTLagfPnMOtO3dN7s3ZNKlZHaFB4g1RT166bIduiOyPr5uIiIiISElC4nk8eCB/n6RWF0G5cj2NGqdSxYFC7eatv5Cf7xxra69fF/cHqVChD1xdC7/O2te3EoKD5Z9h5OfrcfOWc+wPwiwUYBaYBQmzwCxImAVmQcIsMAsSZoFZkDALRERERJYXffYa7v0TKau5e2rRsHd7o8ZpNkRcP3byz93Iy80zpz2bObZSXOvWpP9zULsVfq11icqlUbZxNVktT5+LE2v2mNueTTALBZgFZkHCLDALEmaBJMwCSZgFXiMkzAIRERGR5Z0+cwYXH7q3h6enJwb062vUOG8MFfetW7lq1TNx772nBbNQYOkycT/qIYMGGXdPzipV0KxpE1lNr9djpRPcbw1gFiTMArNA9DCeFyynbZs2Qu3O3Wdnn5inQXx8PLZul39eq1KpMOz1oUaN88Zrrwn7WW/ZuhWJic6xn/UShfPCKy+/BH//wu9n7e/vj5e7dxPqS5eL99whIiIiehacO30Jly9dk9WKeBZBz37iPUAeZ9DrvYTa2j82Oc3nEauWid+76zvoZaPeg1aqWh4Nm8r3bdXr9Vi7apPZ/dkCs1CAWWAWJMwCsyBhFpgFCbNAEmaB5wUJs0BERERkedEXMnDvSpas5lbEBfV7iPcHepym/YOF2ql1icjLNZjVn60c/1O8z0uj3kFQu7kUeoziFYsgooG3rJanN+DU+gSz+7MFZqEAs8AsSJgFZkHCLDALEmaBWZAwC8yChFkgomdd4c92REROrnqVKkLtflycHToxXnZ2Nnbs3SfUB/URF5A8yaDe4jEb/t5qUl+2ptTnS88/D29vL6PGadO8OcJLlpTV4uITcPTkKbP6cwb7Dx/BjVuRQn1Q7962b8YBlCgeItTS0tPt0IlplJ4Tpp0XxL//bbt3Iycnx6S+yPae9SwcOXkCer1eVgvw91e89j+Jl5cn6tasKatlZGRi+5495rRoM0pZ6N+zp7BJwpP06t4NWq1WVjt17hzu3LtnVn+2kJGZKdT8fX3h4mL829+gQPGD0vSMDJP6ciQpqakY8eE4WW3aFxMRYMTGE85CKQ9BAQFGjxPsxFk4dOw4EpOSZLVSYWFo1aypUeMU9fZGt86dhbqzvJcgIiIisrQ9JzcLtbYNXoSnh7fCTz9ag6otUdw/TFZLSo3H+evHzerPFnL02ThyYbdQ79qin9FjvahwzJ5T4hw7ImbBfKcuH0R07E2hrpQLR3bgzDbk5sm/4FunYhOUDCpj1DjhIWVRq0IjWS03T4+D53aY3aMt7Du1Rah1bd7f6HGUzwvi2I6IWSjALDALEmaBWZAwC8yChFkgIiIiIkvLzsnBzmMnhPqALs8ZPZbSMZv2HzSpL3JuxQPEtVRpmVkKP/n04hyQRCkLgPPkQek83q9zR6PX1r7Svg207vLNUk9fuYo7ceKX1B3JjegY3E+Q31jNxcUFzevUfMQRj+bi4oJmteXHGQwGrN97wKwenU31cmWFWmxiksJPEj0b+JqBiIiIiB4WFfW3UCtd6nm4aYzbE6J48ebw9JTvCaHTJSA+/qRZ/dlCXl427tzdK9TLlzN+TwelY6KixTl2RMwCsyBhFpgFCbPALEiYBWZBwiwwCxJmgVkgIiIispZzWw4LtVovNofWu4hR41RsWRt+YUGyWlr8A0Se+Mes/mxBn52Df3aL+y036tvB6LEa9e0o1M5vFufYETELzIKEWWAWJMwCs0D/YRZIwiwU4DWCWSAiIiKylvUbNwq1l7t3g7e3cXsYt2ndGuHh8j2M4+LicPTYMbP6I9thFgruybl9506hPnjAAKPHGqRwzAaFOXZEzAKzIGEWiP7D84JllSheQqilpaXZoRMy1ea//0Zurnw/6+bNmiIiIsKoccqVK4umTRrLanq9Hn9v22Z2j7awcdMmoab0HH8SnheIiIiI/rN1o/je6/nuHeDlbdx3+pq3boyS4fL3HvFxiTh57KxZ/dlCdnYO9u4U9yvtPfAlo8dSOmbrxl0m9WVrzAKzIGEWmAUJs8AsSJgFZoH+wywU4HmBWSAiIiKylgvbxHv+1OrsD62Xq1HjVGhWFL6h8ntLpSXocfu046+X0Wfn48q+FKHesGeg0WMpHXNhW7JJfdkas8AsSJgFZkHCLDALEmaBWZAwC8yChFlgFoiIAMDF3g0QEdlKUYXFGSmpqXboxHiHjh1HVpb8RufhJUuiTKlSRo/VqllToXbw6DFkZ2eb3J+t7N5/QKi1bNrE6HFUKhVaPPRlUQDYuXefSX05k0UrfhdqTRs1RPmyxn3h9mmRnZ0j1Px9fe3QifF0Oh2OnBBvJGXKc6JsmdIICw2V1TIyMnH4+AmT+yPbYRaAe/djhVq1ypVMHq9mtSpCbfvuPSaPZ0uWulZ6enqiXq1aQt0ZrpVK5/Esnc6ksTIzM4Wab7FiJo3lSMZN/AJ379//9/9bN2+GAb162rEj67FUHjKUsuDjHFlQOi+0aNIYKpXK6LGU3ks4w3mBiIiIyBqOXxJvnF2vcnOjx1GpVKhbuZlQP3phjylt2dTZq0ehy5F/bl3cPwyhQaWNHqt+lRZC7cyVw8jRO/7n1syC+dbtWyrUaldsjFIh5ezQjemOKWShrglZAJSfE0cv7DZpLFu6ExeJO/GRsppG7YaaFRoaPVatCo2gUcsXpEXH3sDd+ChzWrQJZoFZkDALzIKEWWAWJMwCs0BERERE1nHk/EVkPbQOOiwkGKVLFDd6rJZ1awu1Q+fOIztHXG9KT7ccvV6o+RcraodO7CdbYQ78nrE5oAJKWVCpVPAratyNIe1lz8nTQq1FnVpGj+Pp4YG6CuuTdx8X13E7knsJiUItPCQYRT09TRqvermyQm3nseMmjeWsvD2LCLXUjAw7dELkGPi6iYiIiIgedu+e+H224sXF76U9iUqlQvEQcU+IO3cd//tssXHHkZcnX2ft6VkS3t7G7w+iNHexsceQl+f466yZBWZBwiwwCxJmgVmQMAvMgoRZYBYkzAKzQERERGQtV/adEWoVmtU0ehyVSoVyTWsI9ct7TpnSlk3dPHoJ+iz5a0G/sCAElDZ+rXXF5uLc3ThyAXqFvX0dDbPALEiYBWZBwiwwC/QfZoEkzEIBXiOYBSIiIiJr2b1nj1Br2ULcT+5JVCoVWjYX96/bsWuXKW2RHTALwKHDh8V7coaHoUyZMkaP1bplS6F24NAh57gnJ7PALPw/ZoHoPzwvWJbSn9Xf398OnZCpLHWNAIBWCs+JnU5wjbh16xZuRUbKam5ubmjSWFw3/iRNmzSBm5t8P+vrN27g9u3b5rRIRERE5JT27zki1Jq2NP6eISqVCk2a1xfq+3YeMqkvWzp++BSysuT3OC8ZXgKlyoQZPVYzhbk7evAksp1gfQSzwCxImAVmQcIsMAsSZoFZoP8wCwV4XmAWiIiIiKzl6sEUoVauifH3PFGpVCjXSDzuyn5xfEdz60Qa9Lp8Wc031A3+4VqjxyrfpJhQu3k8FfrsfIWfdizMArMgYRaYBQmzwCxImAVmQcIsMAsSZoFZICICABd7N0BEZCvRd+8KtQA/Pzt0Yrzjp08LtSYNxIUjhRFRujRCgoJkNZ1Oh/OX/jFpPFvJz8/HqXNnhXqTBg1MGk/puBMK8/w0SU/PwOr164X6kL597NCNY7h+86ZQq1NT3PzSEZ29eFH4Enzx4GCUKWX8DZoA5XPKidNnTBqLbItZABISk4SavxnXeD9f8dhjpxx/E9y4+HhExcTIamq1Gg3q1DZpvCYNnS8LAFC2TGl4eXrKag9SUnA/Ns7osS5fuybUalSranJvjmDvwUP4ZcnSf/9fq9Vi7vRpduzIupT+vq4o/L0+iWIWqjpHFiz5XkLpNfSps+dgMBhMGo+IiIjIWeXn5+PSrTNCvXaFRiaNV0vhuIs3T5o0li1duHlCqNU0cQ5KBpVBgE+wrJat1+Fa9EWTxrMVZsF8mbp0bD+6Vqh3bTnA9s2Y6eIN8e9K6e+0MJSz4PifT11QmIPKZWrBTeNu9FjublpULi3eqMkZ5oFZYBYkzAKzIGEWmAUJs8AsEBEREZF1HL8oroFuXKOaSWOVCS2BEH/5+jFddg4u3BDXm9LTKzc3F5F378lqKpUKtSqWt1NH9nE9Okao1alYwQ6dkL0pZaFKRGm4P3TjKkcUl5SM6Puxspra1RX1qlQyaTyl68uJfy6bNJatJDwQv+zvV8z4zQQk/grHnrjk2HNgaTEKa5L9i4mbDBA9C/i6iYiIiIgeZjDkIyFR3BMiOMi0PSGUjktIOGPSWLYUHy+uXQgONm0OinqXhoeHfH+QvDwdkpIde38QZqEAs8AsSJgFZkHCLDALEmaBWZAwC8yChFkgIiIisrz8/HxEn7kq1CMambbOuGxD8bjbp66YNJYt3T4pru+KaGjaHnoBZUqgaLB8rbVel4O7F2+ZNJ6tMAsFmAVmQcIsMAsSZoEkzAJJmAVeIyTMAhEREZHl5efn4+Qp8b4hTRs3MWm8Jo0bC7UTJ57uPYyfFsxCgWMnxL3Nmyr8WQojIiICISEhsppOp8P5CxdMGs9WmIUCzAKzQPQwnhcs69r160KtTm3T7mlJ9nHsuOWeE0rXluNOcI1QOi/UrVMH7u7G72et1WoVnwPHTzr+PBARERFZUn5+Ps6eEu8N2LBxHZPGa9CkrlA7ffK8SWPZ0qnj54RaAxPnoHREOIJCAmU1nS4b/1xw7HUizEIBZoFZkDALzIKEWWAWJMwCSZgFnhckzAIRERGR5eXnGxB9LkOoR9TzNmm8iPrifZWizqSbNJYt3VboMaK+aXMQUEqLokEaWU2vM+De5UyTxrMVZqEAs8AsSJgFZkHCLDALEmaBWZAwC8yChFkgIgJc7N0AEZEt6PV6XL56TaiXKF7cDt0Y79wFccFJrerVTR6vdo0aQu2sg39x+PrNW8jIkL+49vQsggrlypo0Xu0a4vydVZjnp8nq9esV57DHiy/aqSP7+3P9BqHW/fkudujEeDwvkIRZAHTZOqHmptEo/GThuLu7CbWLl69Ar9ebPKYtnFHIQoWyZeHp6WnSeHUUsnDGwbMAAGq1Gh3bthHqazZuNHqsNevFYzq1a2dSX45Ap9Nh2Lvvw2Aw/Fv76N3RKF82wo5dWdfzHTsItT83GJ+F1evE1wyd2ztHFix5nahYvhyKFPGQ1dLS03HjVqRJ4xERERE5q+jYG8jKli+48HD3RKni5U0ar1LpmkLtym3H/5Lgldvie8RKpcX3koWlPA/iFxEdCbNgvm1H/1Kcww4Nu9upI9PocrJw+564aampzwmlLETevYocfbZJ49nKlSgxr5VKiX+WwqpUupb4Oxz8vMAsFGAWmAUJs8AsSJgFZkHCLBARERGRNZy/fkOo1axg2ue0AFCrYgWhdu6q+Hqenl67jp9ESrr8s+umtWogwMfHPg3ZyV+79gq1rq1b2KETsjfFLLRyjiycuyaev8uHh8HTw0Php5/MGa8RupwcoeamNn2dtZubuM46OTUNt+/eM3lMZ6LPzcWVyCihXiIowA7dENkfXzcRERER0cNSU28hN1e+n4FaXQTFipm2J4S/v7iuIjHJ8b/nmpR8Saj5+1UzeTyleUhy8HlgFgowC8yChFlgFiTMArMgYRaYBQmzwCxImAUiIiIiy4u/eRfZGfJ9Kt09tQguV9Kk8cJqlhNqMefFdcyOJuaC2GNYDfHPUljOOA/MQgFmgVmQMAvMgoRZIAmzQBJmgdcICbNAREREZHnXr99ARob8u3ienp6oYOLeGHVq1xZqZ85x/zVnwCwUOKfQY62atUwer04t8dgzZ8+aPJ4tMAsFmAVmgehhPC9Y1pq1a4XaS9262r4RMklWVhauXhPvw15bIdeFUae2eNzlK1eQne3Y+1mfVTwvmL6ftdL8PUvnBSIiIiIAuHX9NjIz5N/pK+JZBGUrlDFpvBq1qwi1C2f/MWksW7p47rJQq15L/LMUltI8nHfweWAWCjALzIKEWWAWJMwCsyBhFkjCLPC8IGEWiIiIiCwv4ZYOOZn5sppbERcElTXt3lIlq3sKtZiLmQo/6VjuXsoQaiWriX+WwlI6Nuai+DscCbNQgFlgFiTMArMgYRaYBQmzwCxImAVmQcIsEBEBLvZugIjIFjZu3Yak5GRZTaPRoGnDBnbqyDg3IiOFWqkw0zb2A4Cw0BKF+h2ORKm/8FBz5iBUqN29fx86nU7hp58Oi1asFGo9XnwRXl6mvwlyZnsPHsKqdetltXJlyqDPyy/ZqSPj3Ii8LdSetfMCFWAWAN9iPkItJTXV5PGSH6QINb1ej9vRMSaPaQs3b0UKtXAzslBSIQtKv8MRvfv2MKhUKlltyrczERcfX+gxflu2HKce2qShTYvmqFmtqkV6tIfPp07DtZs3//3/KhUrYszIEXbsyPoG9uqFoMAAWW3Nho3Yd+hwoce4dOUKflq4SFbz8/XFoD69LdKjNWVmZuJebKxQN+s6UUJ8He3o1wkiIiIiS4uOvSXUivub/horROHY+Af3kJ3j2J9VxsQpzENAuMnjhfiJ8xCjMNeOhFkw34Z9y4Ra+4bdUETrZYduTHc3/jbyDfKFWFr3IvArGmjSeH5FA+Gu0cpqefl5uBsvfhboSJSes8UDwkweL8RffA+qdO5xJMxCAWaBWZAwC8yChFlgFiTMAhERERFZw82Yu0ItPCTY5PFKBouv02/eEX8HPZ0ydTqMn/2TUP/41YF26MZ+9p86gz937pHVypYMRa8Obe3TENnN1dtRmPvHGlnNr2hRDOvR3U4dGccW14hbDn6N8PX2FmqpGekmj/cgNU2xfiPmjsljOpNN+w8h6aF16hq1Go1rVLNTR5Zx6+49fP7Tr3hu+Luo2K0XAlo/B9+WHRDxQg/U6zcEvcdNwOyVq3Hu2nV7t0oOhK+biIiIiEhJalqkUPPyNH1traen+D3XzMz7yM117LW1aamRQs3Ly/T1EV4K85Cq8DscCbNQgFlgFiTMArMgYRaYBQmzwCxImAVmQcIsEBEREVlewi1xbZdvySCTx1M6NuVeIvS6HJPHtIWEW/eEml+Y6evofEPFeYhXmGtHwiwUYBaYBQmzwCxImAWSMAskYRZ4jZAwC0RERESWd+N/7hMjCQ8zfV1AWElxbcXdu3ef6nvvPS2YhQI3bor7BZYqZfre5iUV5kFprh0Js1CAWWAWqHCWrliBwa+9huq16yC4ZBjcvbzhH1Ic5StXQbNWrfDemA+xdt16pJpx30ZHwfOC5SxZtgxHjh6V1Zo3a4rWrVrZpyEyWmTkbeTny/ezLlKkCAIDTdvPOjAwEFrtQ/tZ5+UhUuFeuI7kptJ5Idz080KYwv0bbz4j5wUiIiIiya2bUUKtZFhxk8crUVI89v7dOOh02SaPaQuRSvMQLn4vr7BCFeYh8ob4OxwJs1CAWWAWJMwCsyBhFpgFCbNAEmaB5wUJs0BERERkeQm3xbVtvqHuJo/nW8JNqKXG5kCvy1f4aceRcFt8LWzePIjHKs21I2EWCjALzIKEWWAWJMwCsyBhFpgFCbPALEiYBSIiwMXeDRAR2cKcX34Vas0bN0KxokXt0I3xomJihFpYyVCTx1M69nZUtMnj2UJUtGXnIDgoEO7u8hfwBoMBtxV+z9Pgxq1IHDhyRKgP7tvHDt3Y38at29C9/0AYDIZ/a0WKeGDRvDlCLhxVVLT4nDXvvCB+cdjRzwtUgFkA/P18hZrStbOwlOYUACKjHXth4u0Yse/wUNOzEB4qZuF+XByysx17kSoANKpXDyPfeF1Wuxcbiy49+yAy6sl/j0v/WIXhY8bKal6enpg7fZpF+7Sl0+fO47u58/79f5VKhbkzpsHNTfxg92ni5eWJH2dMg0ql+rdmMBjwyuBXsXv/gScef+L0GXTp2UfYdGrWN1NQ1Nvb4v1aWtSdO0JNq9UiyMQNVwDnfC9BREREZGn3EsTXPyEBpm9+6l8sCG4a8bPKewmO/T5Uqb/i/qbfSD0kQGETWIefA2bBHNGxN3HqyiGh3q3lADt0Yx7FLPiZ/rkMAAT7i8c7/nNC4bxgxnMixF889m68Y2/6ySwUYBaYBQmzwCxImAVmQcIsEBEREZE1RN+/L9TCQky/iXpYsHjj8dv3xN9BT5+YuDh0fXcsLtyQ33hnVJ+eaF2/rp26sr3NBw6hx5jx8nXWWi0WTBwP96d8vRnJHTl/EZ1GvIes/1k36urqgh/Hj0Ggr4/9GjNClA2uEfcTk5Cdk2PymNbmV0z83lRMbLzsOW6MqPuxivVn5Vo5b/VfQq1ZrRoo5uVlh24s5+CZc/j6tyXYe/I0ou7HIiNLB112Du7FJ+DijVtYt2cfxnw3Gw0HDEXLoW9j7e59JmeIng583UREREREj5KeLq6P8PQyfX2Eh0cQXF0f/u6/AekZjr0nRHqGOA9enqbPg6enuM5aaa4dCbNQgFlgFiTMArMgYRaYBQmzwCxImAVmQcIsEBEREVleYpS41smvpOnrx4oG+ULtrpHVDAYDkqKV11Q5CqX+/MJMnwelOUxSmGtHwiwUYBaYBQmzwCxImAWSMAskYRZ4jZAwC0RERESWd1vhPjnhYabvvxYcHKx8773bjr0PHTELEkvPQ3i4eOzt2469JyGzUIBZYBaocCZM/ByLly7DxUuXEB8fD71ej+TkZNy4eROHDh/BzB9+wEs9eyIsoiw+GDsOMWbcv9HeeF6wjAULF2Lom8NktcDAQPw2f76dOiJTKD0flO4zawyl4yMd/DmheF5QeG4XltI5JZLXSSIiInrGxETdFWqh4SVMHi8oOADu7vL9ag0GA2Jui/fUdiTRCvNQ0ox5CA0rLv4OB58DZqEAs8AsSJgFZkHCLDALEmaBJMwCzwsSZoGIiIjI8pJisoWab6jp90jzDtRA7a6S1QwG5d/jSJTn4eH99ApPaQ6Top1xDpgFgFkAmAUJs8AsSJgFZkHCLDALEmaBWZA8a1kgInKxdwNERNa2ZsNG7DlwUKgPGzLY9s2YKDEpWaiVCAkxeTylYxOSkkwezxbiExOFWomQYJPHU6lUCAkSN/dz9Hkw1aLff4fBYJDVypUpg+aNG9mpI9vKy8vD1es3sPj3lejwUg906zcAqWlp/z4e4O+PdcuWomHdunbs0jjKzwlzzgvi8ykxWTz3kONhFoAK5coJtUtXriItLd2k8Y6dOq1Yj49PMGk8W0lQyEJxM7JQPCQYKpVKqDvLtXL6pM/Rv+crstrp8+dRs3lLjBr7Ebbv2Yu4/998JiMjA9du3MTi31ei1fNdMfjtEcjJyfn3OE/PIli7bAnKRZSx9R/DInJzc/HG6HeRm5v7b+21/v3QrFFDO3ZlO107d8bsqd/A1dX131piUhI6vvwKXh44GH+u34ComBjodDpkZ2fjzr17WL95Cwa8+RaadeqC6Dv/LUpWqVT4+rMJ6PVSd3v8UYwWn6BwXgg2fXNs4FHvJcTfQ0RERPQ0S04T3x8G+pr+/kulUsG/mPh+PDnNsV9npaSL7w8DfcUv+hVWoI94rKPPAbNgnvX7lgmfW4cFl0WdSk3t1JHpklOVsmD68+FRxzt6FpT6C/Qx/TmhPAeO/dkUs1CAWWAWJMwCsyBhFpgFCbNARERERNaQmJIq1IoHBJg8XvEAf/F3PEgxeTxybPHJD7Dj6HGMnvodavcehAOnz8oeH923J74e9ZadurONvLw8XIuKxtJNf6PziPfw8gcfIzUj49/HA3yKYc2MKWhQrYoduyRbyM/Px+2797B6x270Gvsp2r45Enf/Z+2sp4cWCyaOx4stm9uxS+MkKJy/zb1GKK6tdeDrRLmwknBxkX+FNDUjA//cijRpvOMXLynW45MfmDSeM/lr117sPSmuM3/9pa526MZ+jl24hD4fTcCL73z4TPy903/4uomIiIiICkOnE9cFFCli3tpaDw/x+3DZCr/Hkeh04veyzZkHpWN12Y4+B8wCwCwAzIKEWWAWJMwCsyBhFpgFCbPALEiYBSIiIiLLS08U13UVKy6uEy4slUqFosF+hfo9jiQ9SVxrXSzE9HlQmkOHnwNmAQCzADALEmaBWZAwCyRhFkjCLPAaIWEWiIiIiCwvPiFeqBUvYfo+dCqVCiEK95dKSHTs+yoRsyBJVLrfWnHT50Hp2ASF+/U4EmahALPALJBlpaWl4duZM1GlZi0sW7HC3u2YhOcF0+Tk5ODCxYv48aef0bBpMwx9cxj0ev2/j5cuVQo7/t6CiIgIO3ZJxlK6RpQw4xrxqOMd/RoRH68wDxY/Lzj2HBARERFZWmK8eD+PkOKm3+tapVIhKCRQ/D2J4nfmHEly4gOhZs48hJQQP5NJcvA5YBYKMAvMgoRZYBYkzAKzIGEWSMIs8LwgYRaIiIiILC89MVeoFQt2M3k8lUqFooHi8RnJeoWfdhwZyQrzEGL6PCjNYUaS+DscCbNQgFlgFiTMArMgYRaYBQmzwCxImAVmQcIsEBEBans3QERkTXHx8Rg5dpxQb1C3Dro/38UOHRkvNS0Nubnii0oPrdbkMYt4eAi15OQHJo9nC8kPHgg1D6345zCG0jwkJT99i07y8/OxdOUqoT6wTy87dGNd8xYsxPjJX8pq+lw9MjOzFH/ezc0Ng3r3wmdjP0RIsOkLmOzhwQNxI0pLnxf0ej3S0tLh7e1l8rhkfcwCUL1KZfj6+MiuFfn5+Vi9fj2G9Otr1FiHjx/H7ehoxccSHfwakWzhLKhUKmi1WmRlyc+hScnJCDVjowJbcXFxwcK5s9GsUUNMmPI14uILNkPIyMjE3F8XYO6vCwo1TpOGDfDL9zNRoVxZa7ZrVd/O/RGnz5//9/+DgwIx5bNP7diR7b05ZBCqVq6EkR+OxflL/wAoOE+s27wF6zZvKdQYpcLCMGvq1+jcvp01W7WoBzZ7DS3+HiIiIqKnWWqG+P7QXWPe6ywPN/F4pd/jKNIzU5GbJ35u7e5m+vtQrXsRoZaa7rhzADAL5sjPz8fG/eJmry+26GeHbsyXmvFAqJnzfAAArZszPiceCDV3hUwXltZd6fkgflHbkTALBZgFZkHCLDALEmaBWZAwC0RERERkaakZGcjNyxPqHu7uJo+ptOYqOTXN5PHI/lLS01Gxm3zdtMEAZOiykJeXr3hMg2pVMPHN19C6fl1btGgTP/+5DhN+/FlW0+fmIVOnU/x5N40GA7o8h09eH4wQf39btEg2suXgYQz5bLKslpefj4wsHQwGg/DzLi4u6N66JT4f9hrKhpW0VZsWoXT+1ppxjVCpVNC6uSErO1v4PaFB4sawjsC3qDeqlS2Dc9duyOqrd+zGhDfKGDVWTFwcDp07r/hYYkqqyT06g7ikZLw7faZQr1+1Mrq1bmH7hqxIo1ZD7eoq5PxhO44eR8OBQ7Fh5lRULcsbOj4t+LqJiIiIiMyVnfNAqKldzVsfoXYV1wZkZ4u/x1Hk5KTBYBDXWbuqTZ8Htdq55gBgFgBmQcIsMAsSZoFZkDALzIKEWWAWJMwCs0BERERkLZkPxPVjGq3p68cAwM1DPD4j2XHXGWelZiA/V1xrrVH4cxSWs80BwCwAzIKEWWAWJMwCs0D/YRZIwiwU4DWCWSAiIiKyFqV7A5p/3xBxH7qkJMfeh46YBQBITU1Vvienwr1wCqtIEYU5cPT7jDELzML/YxbIWJ6ensjKykJ+vvL3/wEgPT0dAwYPwbHjJ/D9tzNs2J15eF54so8++QTzfp4vq+Xk5Aj3mZR4eXnhrTffxPhxY1G0aFFbtEgWxGtEAcV7mfO8QERERGSWBw9ShJrWjHUBAODhIX4X7kGS+HscRVpquuJ7UK3Cn6OwlOYg2YHnAGAWAGZBwiwwCxJmgVmQMAvMAv2HWSjA8wKzQERERGQtmSniayyN1sWsMTUe4vEZyeLvcRRZabnIzxXvGWbOPCjOwQPHnQOAWQCYBQmzwCxImAVmQcIsMAsSZoFZkDALzAIRkURt7waIiKwlLy8PA4a9jdi4eFldo9Fg7vRpUKlUdurMOJmZyl9+NeeLklqtuNgiS6czeTxbUPoSsNKfwxgeCsfrHHweTLFr/35ExcTIai4uLhjYu5edOrKe7JxspKSmFupnmzRsgFnffI2a1apauSvryLTwc+JR55QsXRa8vb1MHpesj1koOKe1a9kCq9atl9Vn/jgP/Xu+Ao1GU+ixpn4/65GPZWU59jVCKQtKCyyN4aHVCtdgR3/N8LChAwegb4+XsWrdenz93fe4dvNmoY7r1b0bXhvQH21aNLdyh9Z17cZNfDF1uqz27eRJ8PXxsU9DdtSsUUOc2rsbf+/che/n/YQde/YW6riG9eri7VdfRc/uXY06nzgCxfOCma+hla4xT+NraCIiIqLH0WUrvBd3M+91lrub+H5cl+O4r7N0OcqfW2sV/hyFpTSH2Y/4PY6CWTDdsUt7cS8xWlZzUbngxeZ97dSReXQ5mUJNqzFvw0ulLD3quecoFOfBnPOCwhxmO/jzgVkowCwwCxJmgVmQMAvMgoRZICIiIiJLy3zEmgUPdzeTx/RwFzcGzMrONnk8sj+DwYCU9IxC/ax/saKY9PYbGPRCZ7i4mPeFW0eTrc8p9Dw0rlENM8e8gxrly1m5K7IHfW5uobNQJaI0Zn7wDprXqWXdpqwkK1u8TphzjSg43l24Ljj6daJdwwY4d+2GrPbrXxswqs8r8PH2LvQ43y1dibw85Rs+6hx8DsyRl5eHIZ9NRuxDN6fTqNWYNfY9p/l+mpLwkGB0bNwQzerURNWIMogIDYWHtuC1kC47G9GxcTh45hzW7NqD7UeOC8ffi09A9/c/wr5f5yLE39/W7ZMV8HUTEREREZkrL1dct+Dqat7aWle1eHxunuOuDcjNFddGAIDajHlQOjYv13HnAGAWAGZBwiwwCxJmgVmQMAvMgoRZYBYkzAKzQERERGQtOZnimiaN1rwbiCsdr89y3LVTOY/ozZx50CjchF2vc9w5AJgFgFmQMAvMgoRZYBboP8wCSZiFArxGMAtERERE1pKZKa4N8PAwbx86peOzdI69Dx0xC4DyHADmzYPS/daU7nnpSJgFZkHCLNCjuLm5oXnTpniuY0fUrlUTVatUQUBAAFxdXWEwGJCcnIxTp09j5+7dWLBwEeLj44UxZs2Zg+DgIHw8dqwd/gTG43nhybKydEhJSSnUz77QpQtmzpiOMmXKWLkrspbMLBtdIxz8OWHpa6UzzgERERGRpWVlKuzT6WHmva4Vjs/Kctzvs2VmPuIejAprHApLaQ51DjwHALMAMAsSZoFZkDALzIKEWWAW6D/MQgGeF5gFIiIiImvRZ4n3QXLTmnf/E43C8Xqd8v2WHIHSHADmzYOzzQHALADMgoRZYBYkzAKzIGEWmAUJs8AsSJgFZoGISMK76BLRU2vsxC+wc+8+oT5x3IeoVb2aHToyjT5Xr1jXmrGpnVYrLrbI0eeYPJ4tKM2DOXMAAO4Kx+fkKM+3M1u0/Heh1q5VS5QsUcIO3TiOQ0ePoW6rNnihdz8cO3XK3u0YzdLPiUcdm6N/+p4TTxtmocDIN98QahcvX8EnX04p9Bi/LVuODX9vfeTjDn+tVPg70rqbd61UOt7ZrpVJycmYNmsOPv9mGq7dvFno49b/vRVzfvkVew8esmJ31mUwGPDmu+9Dp/tvUW3Htm3Q66XuduzKfvR6PRYuX4EJX07Bjj17C33c8VOn8eNvv+H3NX8hNzfXih1anl6hX6XXwMZQuk7k5Dj2+ZGIiIjI0nLzxPdFbhrzviTophFfZ+XmOu7rLKU5AMybB6Vj9Y/4PY6CWTDdur1LhVqj6m0Q7B9qh27Ml5snvv9yczM3C+LxuY/4NyNHodSfUqYLy81N4SZNDv58YBYKMAvMgoRZYBYkzAKzIGEWiIiIiMjS9Ll5inWtm5vJYyodm+Pgr7XJchJTUvH2lOmo2qMffv5zHfLzn80vhx4+dwENBwxF9/fG4fjFf+zdDtnRpZuR6PD2O2jzxgjsOHrc3u0YTek6Yc41AgDc3RWuEw6+zvrNHt2gdnWV1eKSkzHym29hMBgKNcauYycwb/Vfj3zc0efAHB/P/gm7jp8U6p++MQQ1K5S3Q0fme6V9G2yf9wOurF2JH8a+h57t26Jq2Qh4/M8aUa27O8qHh2Hwi12wfuY0HFr4MyqVLiWMFX0/Fv3Hf27L9slB8HUTERERESnJzxfXR7i6mrc+wtVVXBuQn++4awOU5gAwbx6U5iDPgecAYBYAZkHCLDALEmaBWZAwC8yChFlgFiTMArNAREREZC15evF1lkarMWtMjVZcP5ar8HschdIcAMp/jsLSKKyhy8tx3DkAmAWAWZAwC8yChFlgFug/zAJJmIUCvEYwC0RERETWYo177/G+Ic6JWVC+vxagfF/NwnK2OQCYBYBZkDAL9LDSpUph+jff4F7UbWz/ewvef/cdtGndGsHBwXD9/71DVCoV/Pz80K5tW0yZPBmR167i0/Efw8VFvEX9p59NxM5du2z9xzAJzwuWtWHTJlSoWg39Bg7ElStX7d0OmUDxvqTWuEY45f1ZzTgvKBz7rJwXiIiIiCR6hbUB7gr3sDeG0r2y9TmOu0flo9ZumPOaW2kOHH2fTmaBWZAwC8yChFlgFiTMArNA/2EWCvC8wCwQERERWUternifE7W7uA7KGBqF4/P0hbs/kz08qjdz5kGjVZoDx76nDLPALEiYBWZBwiwwCxJmgVmQMAvMgoRZYBaIiCTmnf2JiBzUT78twswf5wn1Tu3a4cNRI+3QkeWpVCozjhVrBoPjvnh/FHPm4FHHG+B88/A4KampWLt5i1Af3Ke3HbpxTFt27EDzTs9j4tdT7d2K2cw7Lygf64znBno2s9CkQX20bt5MqM+YPQcffTHpkRtxAAV/tnkLFmLYex9Ys0W7sMq10sGz8L9WrV2HivUbYdK06YiKiVH8GQ8Pj383ovlfWVlZWLd5C9p27Y6uffsjNi7O2u1a3C+Ll2DfoUP//n+RIh6YPfVrO3ZkP2fOX0DdVm3x+uh3cfr8ecWfcXNzU1zYnZ+fjyPHT2DI8JGo1bwVTp45a+12rYqvoYmIiIis41l//yWx9GcSz9ocPOp4Z5yHx0nLTMHuExuEetcW/e3QjfWowPdfgJnnBYU5dMbnA7NQgFlgFiTMArMgYRaYBQmzQERERETWYPl11mY0Q04p8u49jJ72HdoNG4W78Qn2bsdu/j50BK3fGI5J83+zdytkZ4fPXcALo8dg+JTp0OcqbyjqLMz+9zyFmqNfJsJDgtGvc0ehvnrHbgz9YgoysrIee/y6PfvRY8x45Oc/e1+Yn79mHX5Y8YdQf65JI3wwoK8dOrKMxZMmoFmtGkYdU7tSBRz4bR5a1asjPHbwzDls3HfQUu2Rk+HrJiIiIiJ6EvPfiz8tawPMmAfFOXS+OWAWJMwCsyBhFpgFCbPALEiYBWZBwiwwCxJmgYiIiMjSzN8PQqHohK81zZkG7mktHa9QdMp5sOyxzML/c8p5sOyxzML/c8p5sOyxzpgFKsAskIRZ4DVCwiwQERERWR73MCYJs1CAe5szCxJmgVl41g0eOBDvvTMavr6+hT7Gw8MDn0+YgL9WrYJarZY9ZjAYMG78J06dAZ4XTJeXl4cVK/9AnYYN8dP8+fZuhyyA14gC5n1m/XTMAREREZGlWWN9hDO+zrL0ntbOuUaEWQCYBYBZkDALzIKEWWAWJMwCSZgFnhckzAIRERGR5Zn5UvOpuQehWesjFGrP2hw86vhnbR6YhUcf/6zNA7Pw6OOftXlgFh59/LM2D8zCo49/1uaBWXj08c/aPDwtWSCiZ4uLvRsgIrK0NRs2YtS4j4R6rerVsGz+PLMXa9iaRq1RrGdl6UweU+lYdzd3k8ezBaV5MGcOAECnOA9uZo3paFauWYusrCxZzdfHB107d7JTR9Y1etibyE2Ilf2XFh2J6AvnsHPdX/j6swmoWa2qcFxeXh4mT5+Bdz8eb4euTWPp58Sjjn3anhNPI2bhP7/O+h7+fn5CfdoPs1GzWUvM+nk+Ll+7hvT0DGRlZeFmZCR+W7YczTp1wYgPxyIvLw8AoNFoEODvL4yjddda/c9gDo1GIQs6866VSse7uzt+FgBg+qw56DP0DSQ/eCCrlyxRApM/+RhHd2xDesxtpEVHQnf/Du5fuYR1y5diQK+ewlxu2rYdjdo/h5uRkbb7A5jp7r37GPf5JFnt0w8+QJlSpezUkf3sOXAQLbo8j0tXrsjqnp5FMOL117B1zSok3ryGzLvRyLgThQeRN7Fn43qMfWcU/B7auOjytWto3vl5bNq23ZZ/BJNpHtpACVB+DWwMZ3wvQURERGRpalfx/Vd2TpbCTxZedo74OkujcdzXWUpzAJg3D0rHuqkd+z0os2CarYf/hO6heSrq6YvW9Z63U0fmU7uK77/Mz4J4vMbRnxMKn1UqZbqwlI51c/DnA7NQgFlgFiTMArMgYRaYBQmzQERERESWplG7KtazsrNNHjMrO0eouSuszSLn4ePtjawje2T/pR/ciZit63Bi2QLM/3QcXmrbSnGtzeFzF/Dc8HcRm5hkh84ta2TvV4R5SNqzFTc3/oltc2fiyxHDUKN8WeG4vLx8fPXrIrz/7Sw7dE3W8GLL5kIWHuzbhshNa7D3l7mY8d4oNK5RTfHYBes2ov/4z5Gfn2/jrk2jdJ0w5xoBADonvU58M/ptlC0ZKtSXb9mG6j0HYNriZTh37TpS0tORnZODqPux+GP7Trz4zhj0HvepbN5CAsR11s6yvtgYf+3ai3dnfC/Ua1Yoh0WTPnW676dZgqeHB1ZM+RwRJUsIj3316yI7dESWxtdNRERERGQuFxfxtWJurnnrI3LzxLUBrq6OuzZAaQ4AIC/P9HnIy1WYAxfHnQOAWQCYBQmzwCxImAVmQcIsMAsSZoFZkDALzAIRERGRtbhqxNdZOVni+i9jKB2vdnPc9WNKcwCYNw85OoU5cHfcOQCYBYBZkDALzIKEWWAW6D/MAkmYhQK8RjALRERERNZijXvvKd43xJ1rAxwds6B8fy0Awn0WjeFscwAwCwCzIGEWyJJeeL4LZkydKtRPnjqFjZs226Ej4/C88GQzZ0xHfrZO9l9aUiKib97A1k0bMXHCpygbESEcl5WVhbdGjMR33/9gh67JVIr3JX0G7z9o6fuzZunEc4oznxeIiIiITKFRWBugM+M1FgDossR9Pt0ceI9K9SPWR5jzmltxDtwcdw4AZgFgFiTMArMgYRaYBQmzwCzQf5iFAjwvMAtERERE1uKqdhFqep1598XKUThe7ea49xhy1Sj3Zs48KM+BONeOhFlgFiTMArMgYRaYBQmzwCxImAVmQcIsMAtERBKepYjoqbJ9z170f/Mt5OXlyerlIyKw+Y/fUdTb206dmc7DQ6tY12WbsdhCYcGKh1b59zgKrUJ/2dniohFjKH3JUun3OLOFK1YItT4vv/RMfSHUw8MDxUOC0bJpE3wwcjhO7tmFv5YuRmjx4sLPzvr5F6xau84OXRpP6dxgznNC6YvDAOCh9TB5TLINZuE/4SVLYtn8efDwEHu9euMG3v34E1Rr3Aw+pSPgHVYaFeo1xOuj38XREydlP/vjjGkIDw0Vxijq7WW13i1B6Vqu01n+WunorxkA4M/1GzDu8y+E+vChr+LK8SMY985o1K1V89/rvkqlQoC/P7p0aI/f5szCyT07UbVSRdmx0XfuoPMrvZGenmGTP4O5Rnw4Fimpqf/+f42qVfDu28Ps2JF93Lp9G937D0Rmpvzc1qJJE/xz5DBmTvkKbVu0QLGiRf99zMvLE80aNcSXn4zH1RNH0a1LZ9mxOTk56DnkNZy9cNEmfwZzKJ4XzHgfASi/l3jaXkMTERERPYm7m/i+M1tv3vuv7Bzx/bjWzXFfZ7k/ordsvRmfW+cobe7n2J9HMAumWbd3iVDr1OQVuGmc93Nr5SyY+f5L4TmhdfTnhMay86DTK2x46eDPB2ahALPALEiYBWZBwiwwCxJmgYiIiIgszeMR62F1OabfPDxLYf3do34POS9XV1f4FyuGqmUj0L/Lc1j25URc/HM5OjVtJPzstahoDPtSvJHZ08BD647iAf5oXqcW3uvfG0eX/IrV075CicAA4Wfn/vEnVu/YbYcuyRbc3dwQ7O+HBtWq4O2eL2HXz7Ox6+fZqFS6lPCz6/fux3fLVtqhS+NpFc7f5lwjAOe9ThTz8sKKKV/Av1hR4bF78QmYMHc+Gg4YipB2z8OnRQdU7NYLgz6dhO1Hjst+dvxrg9CwWlVhjKKenlbr3R52Hj2BwZ9NRl6efOOAcmElsX7mtKfuz2sMH29vfD7sdaF++spVxMTF2aEjsja+biIiIiIiY7i6iusC8vLMW1ublyuuK1C7Ou7aALVaee2GOfOQmyfOgavacecAYBYAZkHCLDALEmaBWZAwC8yChFlgFiTMArNAREREZC1uHuJNrXOzzVs/plfY21Hj4bjrx9y0yjf2Nmce9Ao3ENdoHXcOAGYBYBYkzAKzIGEWmAX6D7NAEmahAK8RzAIRERGRtSjdR0npvh/GyMoS92BzhntLPeuYBeU5AMybB6X7rT3q9zgKZoFZkDALZGnD3xqGalXFfUHWbdxgh26Mw/OCaTw9PREaGor27dphwvjxuHrpIn79+Sf4+PgIP/vhRx/h8JEjtm+STKJ07rbKNcLBnxOWvlY64xwQERERWZrWQ+Fe1wrrG4yhyxJfo3ko/B5H8ajess2YhyyFOVCaa0fCLDALEmaBWZAwC8yChFlgFug/zEIBnheYBSIiIiJr0WhdhJo+O1/hJwtPrxOPV/o9juJRvZkzD842BwCzADALEmaBWZAwC8yChFlgFiTMArMgYRaYBSIiCc9SRPTUOHDkKF4eOAg5OfLN3sJLlsTWNasQFBhop87MU9TbG66urkI9U+FLfoWldKyvr4/J49mCn6+vUMvMyjRrTKV5UPo9zurytWs4dvKUUB/Up7cdunEsLzzXEQf+3oQypcKFx97/ZAL0er0dujKOr8KX4C19XtBoNPD29jJ5TLINZkGuXcuW2LNhHUqEhBh9rJubG2ZO+RKD+/ZBalqa8HhIcLAlWrQaP4VruTlZMBgMihsSOPq1MjUtDW9/8KFQHz3sTXz/9RS4uz95I98qFStix9o1iChdSla/fusWPv3qK4v1ai2r163H+i1///v/Li4umDtjGtRqtR27so+33h+DtPR0Wa1R/XrY/McKlCj+5POET7Fi+OO3X9G1cydZPTs7G6+OGAmDwWDRfi3NV/E1tOnnhUcdr3T+ISIiInqaFfMSX2fpcsz7rDIrR3ydVdTTcd9/eXkUhauL+Lm1Ltv015u6bHEOiyrMtSNhFox36+4VnL9xQqh3bdnfDt1YTjGFvyOdwt+lMZSy5JTPCYXndmEpnVOKevqZPJ4tMAsFmAVmQcIsMAsSZoFZkDALRERERGRpRT094eoqfi0m05xN7RTWTPkW9TZ5PHIeYcFB+HP6FLza9Xnhsb8PHcHfh56NG1V1ad4Ee36Zi9IliguPffj9HOhzc+3QFdlD4xrVsOeXOahTqYLw2Je/LERiSoodujKOX9GiQi3LjGuEwWCA7qHvLAHOc52oXr4s9i+Yh8plSht9rIuLC94f0AefvD4EaRkZwuMh/v4W6NAxHDxzDj3HfoKch75XEhYSjE2zZiDIz7E/g7OFl9u2QkiA+He+48hxO3RD9sDXTURERET0KO7uPkItN8+89RFKxyv9Hkeh0XhDpRLXWefmmj4PSsc68hwAzALALEiYBWZBwiwwCxJmgVmQMAvMgoRZYBaIiIiIrKWIr7h+LEfh5tfGyMkS1595+jru+jFtUU+4KKy1zsk0fR6cbQ4AZgFgFiTMArMgYRaYBfoPs0ASZqEArxHMAhEREZG1+Cl8N9X8e++Jxyv9HnIszAJQtGhR5XtyZpo+D0rHOvr9tZgFZkHCLJClubi4YPhbw4T6tu3b7dCNcXhesAyVSoUhgwZhz47t8POT79Gbl5eHd97/wE6dkbF4jSigeC9znheIiIiIzOLrW0yoZZmxLgAAshTWV/j4ib/HUXgX9VJ8D2rOPCjNga8DzwHALADMgoRZYBYkzAKzIGEWmAX6D7NQgOcFZoGIiIjIWor4qIVaTla+WWPqFY739BV/j6PQervCRXypadY8KM6Bwlw7EmaBWZAwC8yChFlgFiTMArMgYRaYBQmzwCwQEUnEXZKIiJzQyTNn0bVvf2Rmym8wEhIUhG1rViO8ZEk7dWY+lUoFf4UvMN69f9/kMZWODXjoy7SORqm/u/djTR7PYDDgflxcoX6Ps1q4/HehVr1KZdStVdMO3TiesNBQLPpxLlQqlax+9/59rNu8xU5dFZ7yc8Kc84L4fPLnF4edArMgqlurJs4e2Itx746Gl6dn4Y6pWRNHd2zFiNeHAgDSMtKFn3H01xP+fv5C7Z4ZWbh3PxYGg0H8PQ6ehwVLlyExKUlWK1umNL6ZOMGocQIDAjB3xjSh/suSZUhITDSrR2tKfvAAoz/6WFYbNmQwGtWrZ6eO7Of0ufPYsWevrKZWq/Hb7FnQarWFHsfFxQU/z/wWRb3lm0CfvXARm7fvsEiv1hLgL14j7sWKr4GNofxeQjz/EBERET3NfLzF1z/xyaa//zIYDEhMEd+P+yr8HkehUqlQzEt8vRmffM/kMeMfiMc68hwAzIIp1u1dKtTKh1VFlTK17dCN5ShnwfTnw6OOd/QsKM7DA9OfE8pz4Nj/jsMsFGAWmAUJs8AsSJgFZkHCLBARERGRpalUKvgXFTecu5eQYPKY9xLEtUH+PtzU7lmhUqnw/Zh3UCWitPDYT6vX2rwfewkLDsKCieOFddb34hOwfu8BO3VF9lDMywvLvvocWnc3WT0rOxuLNjj+mnv/Ypa/RiiurS1W1OQxba1MaAkc+G0evhwxDAGFvL6VLRmKrXO+w+ThbwIA0hRuWhYWEmTRPu3l1OUrePmDj5Cpk29yG+Lvhy2zZiA8JNhOnTkWlUqFtg3EtckXb96yQzdkL3zdRERERERKtFrx3+wzM81bW5uVJX4fzl3ruOsjVCoV3N2VbiBu+jwoHat1d9w5AJgFgFmQMAvMgoRZYBYkzAKzIGEWmAUJs8AsEBEREVmLl5+4rivlnul7CBoMBqTGJgl1L3/HXWesUqngqTQP902fB6U5dOQ5AJgFgFmQMAvMgoRZYBboP8wCSZiFArxGMAtERERE1hLgHyDU7t01fR86g8GA+wr3l1L6PeRYmIX/3yvGX1zHcvee6fOgdGxAgGOvlWEWmAUJs0DW0KFdO6EWE3MHKSkpduim8HhesKwa1atj1szvhPrxEydw/MQJO3RExlI6d9814xrxqOMd/RoREKAwDxY/Lzj2HBARERFZml+A+F22+/dMv9e1wWBA3P14oe7vL/4eR6FSqeDn7yPUzZmH+3fFz2T8HHgOAGYBYBYkzAKzIGEWmAUJs8As0H+YhQI8LzALRERERNbi6acWaimxOSaPZzAYkBovHu/pqzF5TGtTqVSK/aXcN30elOZQaa4dCbPALEiYBWZBwiwwCxJmgVmQMAvMgoRZYBaIiCQu9m6AiMhc5y9dQueevZGSmiqr+/v5YeuaVSgXUcZOnVlOeMmSQi065o7J48XcuSvUSoWHmTyeLYSHWXYO4uLjkZ2dLaupVCqUUvg9zigvLw/L/lgl1Af16W2HbhxXkwb10bZlC6G+c+8+O3RjnPAw8Tlr3nlBPNbRzwtUgFlQ5uvjg8njP0bkudNYueAXvD5wABo3qI8KZcsiwN8focWLo2G9uhj5xlDsWLsGR3duQ/UqVQAA6ekZiItPkI3n6uqKSuXL2eOPUmhK17Aohb/Pwoq+Kx4bEhQErVZr8pi2sGbjJqH21qtDoFYb/yFdu5YtUb1KZVktKysLm7fvMLk/a/t50WLExv23uLhESAgmf/KxHTuynzUbNwq1Tu3aonzZCKPH8vfzw8DePcXfsUH8HY4kPDRUqOl0OsTFiwvQC8sZ30sQERERWVrxAPH1z/2EaJPHS0qNR45e/KyyeEC4yWPaglJ/9xJjTB4vNlF8H1rC4eeAWTBGXn4eNh34Xai/2LK/HbqxLKW/o/tJpn8uAwBxSeL7L2d8Ttwz4zkRmySeU0oEljJ5PFtgFgowC8yChFlgFiTMArMgYRaIiIiIyBrCigcLtej7pm9qFxMrHluqeIjJ45HzUavVGDNI/Ox6/+kzyM3NtUNH9tG4RjW0qV9XqO8+ftIO3ZA9lS5RHH2f6yDUnSEL4SHWv0aE+PtB6+5u8pj2UESrxXv9e+PK2pVYM2MKhvd6GU1r1UDFUuEI8vVFSIA/6lSqgNe6vYA/p3+Fc38sQbPaNf89PlLhxm1VypS24Z/AOi5cv4kXR49BSnqGrO5frCg2zZqBsk/J940spbzCfMQnPbB9I2RXfN1ERERERA/z8hTXBWSkm74+QqeLR15e9kNVFbw8Hfs9mpeXOA/pGabPQ4bCsUq/w5EwCwWYBWZBwiwwCxJmgVmQMAvMgoRZYBYkzAIRERGR5fmFi+vHkmJMXz+WFv8Audl6WU2lUsEvTPw9jkSpv6Ro0+ch+Y54rNJcOxJmoQCzwCxImAVmQcIskIRZIAmzwGuEhFkgIiIisrxS4eL+cFHRpu+/FhcXp3zvvVKOvQ8dMQsSS89DdLS4J2GpUo69JyGzUIBZYBbIOsqUKQONRiPU4+JMv2eZrfC8YFl9evVChfLlhfqOXbvs0A0ZS+ncHR1j+v1gAOX71JZ28OeE4nkhyozzgsIcluZ1koiIiJ4xJcNLCLU7UeK9TworPi4R2dk5sppKpULJUuI9tR2J0jzEmDEPd2PuC7UwJ5wDZqEAs8AsSJgFZkHCLDALkmctC1SAWeB5QcIsEBEREVmeX0nxnk/Jd3IUfrJw0hL0yM02yGoqlfLvcSS+Jd2EWvKdh/fTK7zku+Ic+oU59hwwCwWYBWZBwiwwCxJmgVmQMAvMgoRZYBYkzAIREeBi7waIiMxx9foNPNejJxKTkmT1YkWLYvMfv6NqpUp26syyypYuLdSiYky/EYvSsUq/w5EozsEd078sqjQHJUJCoNVqTR7Tkfy9cxfuxcbKahqNBv1e6WGnjhxX5/bthNqFy5ft0IlxlM8Lln1OOPp5gQowC4/nU6wYXn7xBfz47XTs37wRl44ewv0rl3D7/Bkc/HszvvvqS7Rq1lR2zMUrl2EwyD/oqlqpItzdHftDngiFvydzNlaIVshCRBnxdziS/Px8nDh9Rqi3bdnC5DHbtBCPPXL8hMnjWZtOJ/9w8+79+/ArUw7qgOBC/zdp2nRh3MW/rxR+zj9C3IjFkRw7eUqomZOFtk6WBQDw9PRESFCQUDfnvUT03afrOkFERERkirCgMkLtXqLp77/uJYibwQX6FIe7m2N/VhkWLM7D/UTTN7a7p3BsSYXf4UiYBeMcPLsd8Q/kXwZVu2rQpWkvO3VkOaFBpeCikv/Tuy47E8lpCSaNl5QaD11Olqzm6uKK4gGOvdmj0nPivlnPCfHYkgq/w5EwCwWYBWZBwiwwCxJmgVmQMAtEREREZA0RoeKmdtEPraE1RnSsePNwpd9BT7fnmjQUahlZOkTeFTc9fJo917SRULt445YdOiF7U8zCTcfPQkRJ618jyjjxNaKIVotOTRtj+rsjsWPeDzizcjFub/kLtzb+iYMLf8bsce+jc7MmcHH573Ot2MQkxCc/kI3j4+3l1PMAANeiovH8qPeRmJIqqxfz8sT676ehSgQ/c3pYgK+PUEtMSbF9I2R3fN1ERERERP/Lu2hpoZaeYfq6gPR08btsRYqEQK127LW1Rb1LC7WMdDPmIUOch6IKc+1ImIUCzAKzIGEWmAUJs8AsSJgFZkHCLDALEmaBiIiIyPICy4hrmpJjxDVghZUULa49K1bcHxqteLMTR6I0D0nmzIPCsUq/w5EwCwWYBWZBwiwwCxJmgSTMAkmYBV4jJMwCERERkeWVjYgQalHRpu/jrHRsiRIlnpp77z3NmIUCZRW+ux0VZfo8RCvMg9JcOxJmoQCzwCyQ9QQEBAi1hETT9sC1JZ4XLK/Tc88JtYsXL9qhEzJWmdKlZfv+AEBmZiYSEkx7LsfHxyMr66H9rF1dUaqUY+9nHaF0XjDnWqlwTol4xs4LRERERGUixNeAMdH3TB7vTvRdoRZSIgharbvJY9pCaYV5uGPGPMQozEPpso79eptZKMAsMAsSZoFZkDALzIKEWSAJs8DzgoRZICIiIrK8gFLi2rbkO9kmj5d8J0eoFQ12g0brovDTjkNxHu6Kf5bCUppDpd/hSJiFAswCsyBhFpgFCbPALEiYBWZBwiwwCxJmgYgIcOwzNRHRY9yMjET77i8jNi5eVvf0LIINvy9H3Vo17dSZ5dWoVlWonT53zuTxlI6tUVX8HY6kfNkIFCniIatlZGTi6vUbJo13+tx5oeboc2CMxb+vFGpdOrRHoMKX5591pcJKCrWkpGQ7dGKcGtWqCLUz5y+YPJ4znheoALNgeecuiBtJtGzaxA6dGKemwt/Tles3kJmZadJ4pxSyoPQ7HEnygwfIyRE/3AsvKZ7rCyu8ZKhQuxcrbpRMjic2TtzIOTxU/PssrDCFHDlDFiz5XuLKtevIyJCfU7w8PRFRupRJ4xERERE5q/CQctC6F5HVsrIzcPveNZPGuxx5VqhVKFXNpLFsqUK42OM/t8Q/S2EpzkN4dZPHswVmwTjr9y0Tai1qPwe/ooF26MaytG4eCA8pK9RNfU4oZaFU8fJwd3PsRUgVSonP2X8iz5g83mWFY5V+hyNhFgowC8yChFlgFiTMArMgYRaIiIiIyBqqlxdfa5+5YtrntAXHXlX4HeVMHo+ck4+3N4p5eQr1xNQUO3RjP+EhwUIt6RmbAyqgmIUUx8+C0jXi6u1oZOp0Jo2ndI2o8YxdI84rfIenWa2aws3hnMmtO3fx3PB3EfvQ90g8PbT469tvUKdSRTt15tiUnkceDr4ZMlkHXzcRERER0f8qVjQCarV8bW1ubiZSUkzbEyIxUfwenJ+fY3/PFVDuMSFJ3N+isBTnwdex54FZKMAsMAsSZoFZkDALzIKEWWAWJMwCsyBhFoiIiIgsL7BsKNyKyL9vl52hQ+z1GJPGiz57XaiFVoswaSxbUuox+qzpa62dcR6YhQLMArMgYRaYBQmzQBJmgSTMAq8REmaBiIiIyPLKly+HIkXk6yMyMjJw9appr7NOnT4t1GpW5/5rzoBZKFCjRg2hdvqM+GcprFNnzgi1mgq/w5EwCwWYBWaBrEfpvoUPZ80R8bxgeaXCw4VaYmKSHTohY3l4eKB8OXFvI6VzfWGcOn1GqFWsUAFarWPvZ630nD2t8NwuLKVjn7XzAhEREVFE+dIoUsRDVsvMyMSNq7dMGu/c6UtCrWqNSiaNZUtKPZ47fdHk8ZTmoZqDzwOzUIBZYBYkzAKzIGEWmAUJs0ASZoHnBQmzQERERGR5gRFauHnI73mUk5mPuBtZJo0Xcz5DqIVWcfx1U6FVxHu+xJxPN3m8mAtK8yD+DkfCLBRgFpgFCbPALEiYBWZBwiwwCxJmgVmQMAtERIDz3kmbiJ5p0XfuoMNLPXDn3j1ZXavV4q8li9GkQX07dWYd9WvXFmqHj58waaybkZG4Hxcnq7m7u6N6lcomjWcrLi4uqFOjplA/fPy4SeMdOnZMqNWrXcuksRxNYlISNvy9VagP6tPbDt04Pjc3d6Gm1Yo1R1OzalW4ubnJanfv30dkVJRJ4x06Jj6XnpbnxNOOWbC89VvEc2iXjh3s0IlxQoKDEBYaKqvl5ubi2CnTNlY4dNT5spCTo1ese5ixGUQRDw+hlp2TY/J4ZDtKedAq/H0WlrNmwZLvJZReQ9epWRMuLvx4iYiIiJ4tLi4uqFK6llA/c/WoSeOduXpEqFWNqGvSWLZUrWw9oXb2mmlzEBN3CwkPYmU1N407yoc59g3EmYXCe5CWiL2nNgv1ri3726Eb67Dkc0I5C3VMGsuWqpUV83o58ixy9NlGj5Wdo8M/kWeFunPMA7PALBRgFpgFCbPALEiYBWaBiIiIiKyjvsIa6CPnLpg01q07d3H/oRsRubtpUK1sGZPGI+fmrnETalo3sfY04xyQxFmzEOLvj5LBQbJabl4eTlz8x6TxDitcX+pWrmjSWM5q476DQq1zs8Z26MQyomPj0GnEe7gbnyCra93dsHraV2hco5qdOnN8sQo3bwz08bF9I+QQnPU6QURERESWp1K5wN9fvLF1bJxpe0LExonfZwsMqGXSWLYUGCB+py/OxDlITYtEVpZ8fxBXV3f4+jr2/iDMQgFmgVmQMAvMgoRZYBYkzAKzIGEWmAUJs0BERERkeS4uLgivVV6o3zxq2s2zbxwV14+VquP468dK1xVv7n3zmHgT8MJIuHUXqbHydUNqdw1Cq0aYNJ6tMAsFmAVmQcIsMAsSZoEkzAJJmAVeIyTMAhEREZHlubi4oG4dcW3AoSOHTRrv0GHxuHr1no49jJ92zEKBBvXEfRkPHRH3VyyMmzdv4v79+7Kau7s7qldz7O+JMwsFmAVmgaxDp9MhJSVFqAcGBNihG+PwvGB57u5K9+o1/Z6OZFsN6lvuOXHw8CGhVt8JrhFK54VTp08jO9v4/ax1Oh1OnRbv61q/ruPPAxEREZElubi4oEYd8d6Ax46Ir5UK49ihk0Ktdt3qJo1lS3Xqi99rPG7iHETejELc/XhZzd3dDZWrOfY6EWahALPALEiYBWZBwiwwCxJmgSTMAs8LEmaBiIiIyPJcXFQIq+Ep1G+dSDNpvJvHU4VaeC0vk8aypVIKPd46kW7SWAm3dUiN08tqancVSlQqYtJ4tsIsFGAWmAUJs8AsSJgFZkHCLDALEmaBWZAwC0REgIu9GyAiMtb92Dh06N4DkVHRsrqbmxtWLVyANi2a26kz62nSoL7wpdbb0dG4dfu20WPtPSh+SbJpwwZO8aXZ1s2bCbU9Bw4aPY7BYMC+Q+KGAm1btjCpL0ez4s81yMnJkdVCgoLQqV1bO3Xk2O7Hxgq14KAgO3RiHA8PDzRS+PKwKc+Jm5GRiL5zR1YrUsQDjRW+oE2Oh1mwrMSkJOzYu1dWCwkKQutm4jXIEVnqWpmRkYETZ84IdUe/Vvr7+SrWE5OSTR4zISlJqAX4+Zk8nrVpte4oVrSoWf8pbbCi0WgUf9aR+fuLf09JCn+fheVsWZAonRf2HjwEg8Fg9FhK7yXatnz63n8RERERFUb9qi2F2vF/9hk9jsFgwMl/Dgj1RtVamdKWTdUs3xDuGvnnyvcSonAnLtLosU5c2i/UaldoDHc3x//cmlkonC2HVkGfK//cOsAnGE1rdrBTR5ZXv4r4ucmJS8ZnoeA48TnRqFprk8aypZJBZVA8IFxWy9Fn4+zVo0aPdfbaUSEzYcERCA0sZVaPtsAsMAsSZoFZkDALzIKEWWAWiIiIiMg6GlWvCq27m6wWdT8WkXfvGT3WvlNnhFqTGtWhVVhPQ0+33NxcJCjctCxYYU3S0+x+YqJQe9bmgAo4cxZa1RVvbLlX4Xz/JBlZWTj5z2Wh3rrBs3OzrtzcXKzZtUdWc9No0K21+G+mzuB+YiI6j3gPt+/Jb87optHg9ymT0KpeHTt15hwOnT0v1IoH+NuhE7I3vm4iIiIiooeVKC5+n+3ePXGN7JMYDAbcuy/uCVGihGN/zxUAgoLqw9VVvg46PT0aaWnG7w9y/574nb7goAZQqx1/nTWzwCxImAVmQcIsMAsSZoFZkDALzIKEWWAWiIiIiKylQotaQu3q/jNGj2MwGHD94DmhXqmV468ximhYFRqtfK11UlQsEiKNX2t99cBZoVa2UTVhfEfELDALEmaBWZAwC8wC/YdZIAmzUIDXCGaBiIiIyFpat2ol1PY8dH+kwjAYDNi7X9yHrl2bNqa0RXbALABNGjcW78l5Owq3bt0yeqw9+8T9HJs1aeIc9+RkFpiF/8cskKUdOCjes1CtViMwMNAO3RiH5wXLu3df/FwvODjYDp2QKSx1jQCAvQrPibZOcI2IiIhAqVLy/ayzs7Nx6LC4bvxJDh0+LNzru2xEBEqXLm1Oi0REREROqXmrRkLtwJ4jRo9jMBhwaP9xod6ibROT+rKl+o3rQKuV7zkdffsObt+KNnqsg/uOCbWGTesK4zsiZoFZkDALzIKEWWAWJMwCs0D/YRYK8LzALBARERFZS/mmxYTatUOpRo9jMBhw/Yh4XMXm4viOpkw9b2i0KlktKSYbiVE6o8e6dlicg4j6RaHRupjcn60wC8yChFlgFiTMArMgYRaYBQmzwCxImAVmgYgIAHiWIiKnkpCYiI4v98C1mzdldbVajRW//IRO7draqTPr0mq1aNdSvGHMohUrjR5L6ZgXnutoUl+2ptTnmo0bkZaWbtQ4u/cfQFRMjKwWGOCPRvXqmtWfo1i0/Heh1q/nK1Cr1XboxvEdOHJUqJUqWdIOnRhP6TlhqfNCh9at4e7ORVjOglmwnNnzf4Ver5fV3hwyGK6urnbqyDhKWVj6xx8wGAxGjfPH2nXQ6eQfkNWuXh0lS5Qwqz9rc3Nzg08x8UPJk2fFTX0L68TpM0ItMCDA5PGsbezoUUi8ec2s/z4cNVIYt8/LLwk/d/PMSTv8CQsvSOHv6eRZcZPrwjpx+nShfoejadqwAfz9/GS129HR2HNA3FjpcdLS0vHXpk1C3VneSxARERFZWqs6nYXazmPrkZGVZtQ4xy/tw71E+ZfqfIsGoHq5Bmb1Zwvublo0qt5aqK/bt8zosdYrHNNSYY4dEbNQOOv2LRVqXZr2htr16fncunmtjnB1kX+GdOrKIcTEGbcJbHTsTZy+Kt8gUu2qQZOa7czu0RaUnhPr9ot//0+ifF7oZFJPtsYsFGAWmAUJs8AsSJgFZkHCLBARERGRpWnd3dG2fj2hvmTT30aPpXRMl+ZNTeqLnNvhcxeQn58vqxXRahHo42Ofhuzk4BlxvVV4SIgdOiF7c+YsKJ3Hl23eavTa2tU7dkOXLb9ZV60K5VEyKMis/pzJir+3Iz75gazWu2M7+Bb1tk9DZkh48ABdRr6P69Hy7xapXV2xZPIEdGzS0E6dOYc7cfE4fvEfod6sdk07dEP2xtdNRERERPSw8LDnhFrk7Y3I0Ru3J8S9eweQkSF/36bVBiAoUPw82NGo1VqElmgp1K9dF/eBeJKrCseEh4tz7IiYBWZBwiwwCxJmgVmQMAvMgoRZYBYkzAKzQERERGQtNTqJN/g+s34/dGmZRo1zdd8ZJEXHyWpeAT4oU7+KWf3Zgkbrhkqtxf2WjyzfZvRYSsfU6Oz4N1EHmAWAWZAwC8yChFlgFug/zAJJmIUCvEYwC0RERETW8uLzzwu1P/9ai7Q04/Yw3r1nD6Ki5HsYBwYGolFDfjfWWTALBffkbN9WvN/owiVLjB5rkcIxLyjMsSNiFpgFCbNAlvbnX2uFWuNGDaHRaGzfjJF4XrC8AwfF+9SVKhVuh07IFJ2fe064h+r+Awdx86F7uj/JjRs3cODgIVlNo9HguQ4dzO7RFl7oIj53lZ7jT8LzAhEREdF/Or4gvvfa+Nc2pKcZ952+A3uOICbqrqwWEOiHeg1rmdOeTWi17mjZVtyv9PfFa4weS+mYjs+Lc+yImAVmQcIsMAsSZoFZkDALzAL9h1kowPMCs0BERERkLdU7+Aq1M5sToUvPM2qcawdTkXxHfm8pL381Stdx/PsqabQuqNjcR6gf/SPe6LGO/REn1JTm2BExC8yChFlgFiTMArMgYRaYBQmzwCxImAVmgYgIAFzs3QARUWGlpKaiU49euHj5iqzu4uKCRXNno2vnznbqzDb693xFqC1cvgI5OTkKP63s4uXLOHDkiKymVqvRs1tXs/uzhTo1a6BKxYqyWkZGJpauWmXUOD8vWizUenXvBrVabVZ/juDcxYs4ff68UB/ct7cdunF8ScnJWLd5i1Dv1M45FiD1fqm7+AXqw4dx6cqVRxwhysnJwaIV4g2a+r3Sw+z+yHaYBcu4dfs2ps2aLav5FCuGt18bYqeOjNe5fTv4+vjIapFR0diyY6dR4yhdK/s6SRYa1hM3Av5z/QaTxkpKTsbOvfvE31G3jknjkW0pZWHd5s3Izc01abxV69YLtQZOkAWNRqP4ev+nhYuMGmfpqlXIyJBvLF69SmXUqFrVrP6IiIiInFXlMrUQEVpJVsvKzsDGA8bdPHvVzl+F2nONekDt6hyfVXZp1keordu7BPrcwn9ufT3mH5y6It/cT+2qRsfGL5vdny0wC092NeoCLkeeFepdW/a3QzfW41csEI1ryD9bNhgMWLVD/Lt9nNU7F8BgMMhqTWu2g693gNk92kKXZuK/R+w4uhYP0hILPcaDtETsOLZWHLupc/xbB7NQgFlgFiTMArMgYRaYBQmzQERERETW0KeTeMOYRRs2I0evL/QYl27ewsEz52Q1tasrerRrbXZ/5HwWbRTXF7dtWE9Yq/k0S0pJxYZ9B4R6xya8id+zJkevx4q/twt1Z8lCp6aN4FtU/oX32/fuY+vho0aN88tf4lrU3s+1N6s3Z5KSno5P5vwsq6ldXfH+APHfjB1dSno6Xhg1BpduRsrqLi4u+HXix3ixZXP7NOZEvvp1EXLz5BtSeBXxQJOa1e3UEdkTXzcRERER0cMCAmrAx0e+J0RubiauX//DqHEuXxG//xZRphtcXJxjbW25suL+IFevrkBeXuHXWScnX0ZsrHx/EJVKjYgyzrE/CLNQgFlgFiTMArMgYRaYBQmzwCxImAVmQcIsEBEREVleeK3yKF6plKyWnaHD0d/FNXGPs3+BuH6s3sut4Kp2jvURDXu1E2qHlv6N3JzCr7W++08krh+S73fsonZF3ZdamdueTTALBZgFZkHCLDALEmaBJMwCSZgFXiMkzAIRERGR5dWpXRtVKleW1TIyMrBk2XKjxvlp/i9CrdcrrzwV9957VjALBfr36yvUflu0yLh7cl66hP0HDspqarUavZzkHlvMQgFmgVkgy4qMjMRvi8T1lB07iHt0OSqeFyzn2rXrwjwAQOfnnrNDN2SKoKAgdGwv3+PIYDBgnsI5/3F++uVXYT/r5zp0QECAc+xnPUDhvLDqzzVITCz8ftaJiYlYveYvod6/r/Ptn0RERERkCTVrV0XFyuVktcyMTPyxbJ1R4yz8WbxPX7eeXZzm84hX+onfu1u+6E+j3oNevngNRw6ckNXUajW6vdLZ7P5sgVkowCwwCxJmgVmQMAvMgoRZIAmzwPOChFkgIiIisryw6l4IqeAhq+Vk5uP46nijxjmwJFao1ekaAFe1yqz+bKX+y4FC7cjvccjNyS/0GPeuZOLG0TRZzUWtQu0X/c3uzxaYhQLMArMgYRaYBQmzwCxImAVmQcIsMAsSZoGInnUu9m6AiKgw0tMz0KVXH5w+L9+QTaVSYf7336HXS93t1JntdOvSGWGhobJazN27+OrbmYU63mAwYOSHHwn13i91R3BQkCVatIkRrw8Vap9/Mw3xCQmFOn7nvn1YvW69rObi4oLhQ8VxndHC5eKiogZ166ByhQp26MbxvfvxJ3iQkiKreXoWQfvWrezSj7GKhwSjx4svCPURY8YJX4h+lC9nfIeYu3dltTKlwvFiJ36R3pkwC+ZLSU1Fn9fegE6nk9U/HfM+/P387NSV8dzd3fH6oAFC/YNPJgh/tkf5bdlyHD91Wlbz9vLCkH7OsaFAxzathdry1X/i7IWLRo81adp0pGdkyGouLi5o27KFyf2R7XRs00ao3Yy8jZ8XLTZ6rLWbNuPwseNCvUObVqa0ZnPDX38NKpX8A/vV69Zj1779hTo+Lj4eE7+eKtRHvfmGRfojIiIiclZ9O74l1Ob9+SWSUgu36OLohT3YflS+oZuLygW9O75pkf5soU29FxDiX1JWi026g/lrpxXqeIPBgCkL3xPqzzV+Bf7FnOdza2bh8dbtXSrUqpeth4jQSnboxrqUsrBi2zzcunulUMffvHMZK7bNE+r9nhtudm+2Uq1sXdQoV19W0+VkYfoy8d+oHmX60o+gy8mS1epUbILKZWpZokWbYBaYBQmzwCxImAVmQcIsMAtEREREZB1dWzZDyWD558p34uLxzULx80klBoMB70ybKdR7dmiLYH/nWT9GlrHz6Aks37JNqHdr9WytG/vgu1l4kJYuq3l6aNGuQf1HHEFPq69+XYQbMXdkNZVKhRdaNLNTR8Zxd3PDa93EddYfzpwDXXZ2ocZYtGEzTlz6R1bzLlIEg17oZJEeHV2OXo8hn01GXHKyrP5mj26oUCrcTl2ZJj0zE13fHYszV6/J6iqVCvM+HoOe7dvaqTPnsXrHbvy2fpNQ79WhHdw0Gjt0RPbE101ERERE9ChVK4t7N5w+PQ1ZusLtCXH37j7cipTvCaFSuaCKwriOqlSpzvD0lO8PkpF5F2fPfVeo4w0GAw4dGSfUy0Z0h4eH86yzZhaYBQmzwCxImAVmQcIsMAsSZoFZkDALzAIRERGRtbR6U9yzetOUxUhLeFCo4y/vOYVTa/fJaioXF7R6s5sFurONmi80g29J+Q1ZHtyJx9/TlxfqeIPBgJUf/CDU6/VojaJBvhbp0RaYBWZBwiwwCxJmgVmg/zALJGEWCvAawSwQERERWcvI4W8LtYmTJiE+vnB7GO/ctQur/vxTVnNxccHIt8VxybExC0D3rl0RFibf2zwm5g6+/PrrQh1vMBgwYvRood6nV08EBwdbpEdbYBaYBQmzQJaQmZmJXv36IycnR1Z3c3ND31697NSV8XhesAy9Xo9hI4YjLy9PVo8oUwY1a9SwU1dkipHDxX2nZ82Zg8uXC7ef9T//XMasOXOE+uiRI8zuzVbq16uHRg0bympZWVl4/8MPCz3Ge2PGICtLvp9182ZNUad2bYv0SEREROSMXh8xUKhN/eIHJMQnFer4fbsOYf2fW2Q1FxcXDH17gEX6s4Uu3dojNKy4rHY35j6+m/JjoY43GAwYO/pzof5Sry4ICg6wSI+2wCwwCxJmgVmQMAvMgoRZYBboP8xCAZ4XmAUiIiIia2n5anGhtnlGNNIS9YU6/sr+FJzZmCirqVyAFkNCLNKfLdTo5AffEm6y2oN7Odj2w51HHCFnMBiwavwtoV63qz+KBropHOGYmAVmQcIsMAsSZoFZkDALzIKEWWAWJMwCs0BE5GLvBoiInkSn06Fb/wE4cvyE8NicaVMxqE9vm/Sx58BBqAOChf8io6Js8vvVajXGv/+uUP/m+x+wfc/eJx7/xdTp2HfokKym0Wjw0bvvGNVHmxe7C3Pw6ohRRo1hjkF9eqFMqXBZLSExEYOHj4ROp3vssbejo/HG6PeEer9XeqB82YhC92DvLDyKXq/Hioc2SwCAIX37WOX3vTpilDAHbV4UN6C0hlcGv4q9Bw89+QcfQafT4c133sOyVauFx8a9MxoeHh6FHkspC4tW/G5yb8Ya/8F7UKvVstq+Q4cwadqMJx67fc9eTP1hljjm++/B1dW10D18/s00YQ7K1q5X6OOfFsyC/bOQnZ2Nq9dvGH3cnXv30OmVXjhx5oys3rxxY4x843Wjxytbu54wD59/M83ocUz17lvDUKxoUVnt6o0bGDl2HPLz8x977JnzFzBmwkShPnrYm/ApVqzQPSxa8bvic8IW+rz8Ery9vGS1vLw8vDRgkFHX6nkLFmLWz78I9ZdeeB7+fn6FGsPer5scQWRUlGIW9hw4aPXfXbNaVTSsV1eof/DpZ9i6a3ehxzl68iSGDB8p1MNCQ9GxTZtCjWHv82Ol8uXR+yXxddrro9/F7ejoxx6r0+kwZMQoJCbJF7qXK1MG/V7pYdE+iYiIiJzNiy36ITSwtKyWnJaIT398E9k5j/+s8m58FCbOFzfG69ysF0qFlCt0D8cv7Uetft7Cf3fibxd6DHOoXdV4vZu4id2C9TNw+PyuJx4/b80UnPznwENjajC06wdG9fHa5E7CHHw6702jxjAHs/Bo+lw9Nh9aKdS7trLOl2E/nfemMAevTe5kld+lpEmNdqhZXr7ZY44+Gx/PGYqU9Md/gTglPQnj576OHH22rF63cjM0qNqy0D3cib+tmIXjl/YX/g9iprd6fCLUNu5fgXV7lz7x2HV7l2LjgRXimC+PN6oHZoFZkDALzIKEWWAWJMwCs0BERERE1rHv5Gl4NGol/Hf77j2b/H61Wo2Phoib+01btAw7j4pr0B/25S8Lsf/0WVlNo1Zj7OD+RvXR4a3Rwhy8/sUUo8ZwdvbMwrdLf8eclX8iS5f95B9+hI37DqLn2E9gMBhk9cplSqNn+8KtFQKA17+YIsxBh7fEm4BZQ+9xE7D/1BmTj9dlZ+Ptr6Zhxd/bhcc+HNQfHlr3Qo+llIUlG7c8+cCnyOT5vwlzULGbbW6A99aXU7Fh3wEhz4WVl5eHyfN/wzcLxffrQ17sglLFC/9F8ordegnzMHn+byb1ZYpRfXqimJenrHYtKhrvTP/+iWtrz169hnE/zBXqI/u8Ah9v70L3sGTjFsXnhC1duH7T6GMepKWh70efYcvBI7J6+fAwfD5sqNHj2fNaqcvORo8x43H0/EXhsR8+fBcDnrfN54T2vFZOX7wcM5etRMZDN58rrCUbt+D1SVOE80oRrRbjhw42aiy+buLrJok9XzcRERERkfWUL98b3l7yPSF02YnYt28EcnMfv7Y2LT0a+w+K+2qUjeiBYsUKvyfEvXsH8etvQcJ/aWm22RPCxUWNWjXFvS3OnvsBd+7seeLxp89Mw/378v0UXFw0qFlTnJvH2bSlmzAH+/aL35e0FmaBWZAwC8yChFlgFiTMArMgYRaYBQmz4DhZICIiInraNOrXAf6l5Ovd0hNTsOjNb6DX5Tz22MSoWCwdKe7n2aBXWwSVLVnoHq7uP4O3i7UT/ku8fb/QY5jDVe2KTmPEddFbv12Bf3adfOLxm75ejGsHzsnH1KjR6YN+RvXxXZf3hDlY/NZUo8YwB7PALEiYBWZBwiwwC46EWSjALDALEntngdcIx8kCERER0dNm8MCBKFO6tKyWkJCAQa++9uR7792+jaHDhgn1/n37oHz5wu9hvGfvXri4a4X/IiMjCz3G06B1+/bCHAwZavx3p03FLBTsFfPJRx8J9a+nTsP2HTueePznkydj7z75/okajQYfjx1nVB/MArMgYRbsnwVHYa8spKSkoNvLPXD8xJP3y1Jy//59dOnaVfH4t4cNQ+mH8vU49s7Cs35eSElJQY9evXHm7Nkn//AjPHjwAC/37IXdCve5/mLiZ4UeJzIyUjELe/Y++f7ZT5MhQ4cKc9C6fXub/f6OHdqjSeNGslp2djb6Dx6MpKTH72edlJSEAUOGIDtbvr9IyxbN0aZ160L34AhZ+HzCp0Jt8dJlWLh48ROPXbh4MZYsWy7UJ34qjklERET0LOk98CWUKiNfy5CYkIzhr46B7gl71EXfvoN33hTvD9Kj74soW750oXs4uPcoAt0qCP9FRcYUegxzqNVqvP/x20L9+6k/Y8+OJ997fdqkWTi075isptFo8O64t4zqo2u7/sIcjHhtrFFjmINZYBYkzAKzIGEWmAUJs8AsOBJmoYC9s8DzguNkgYiIiOhp06BnIPzD5fdFy0jKxdLR16HXPf7eUkkx2VjxwQ2hXv+lQARFeBS6h2uHUjAq9LDwX2L049fwWYqrWoWO74jfQdw++w4u73vwxOO3fBuD64dT5WNqVOgwqvDfawSAH3pcFOZg6TvXjRrDHMwCsyBhFpgFCbPALEiYBWZBwiwwCxJmwXGyQERkLy72boCI6HFyc3PR69Wh2HNAXEzw7ZeT8MbggXboyn5e7d8PDevVldX0ej1e7NMPc39dgJwccYO/xKQkvP3+GEyaNl147P0Rb6OiEV+kdwTu7u74/uspQn3rzl3o2KMnrlxTfkO1bfceNHuuC25HR8vqfr6+mKLwxUtntGnbdsQnJMpqHh4e6Nm9m30asqJd+/ajbdfuaNCmPb75/gdcvS6+OVWSkpqKBUuXoXrT5vh16TLh8coVKuD94eKiJkdWpWJFvPOWuFHGF1On4e33xyBR4UvUOTk5mPvrArzYpx/0er3ssaaNGmJQn95W65esh1kA0tLTUbVxU3Tp1QfLV63Gg5SUx/58QmIips+ag6qNmuLYyVOyx0qWKIGlP/8IFxfne8sUGBCALz8RF5r+tmwFXhn8KmLu3hUey8/Pxx9/rUXrF7oK81auTBmMHW27G/CZKzAgAO8pnMtvR0ejXut2+Hnh4sduQnTjViQGvTUcIz4UFxar1WpM+ljcyIUc11effiLUcnJy8ELvvvjws88RFx//yGMfpKRg8vRv0fqFbkhLTxcenzjuQ2i1Wov2a03fTPwMvj4+strt6Gg07/Q8titsrAMAl69dQ4eXX8HWnbtkdZVKhR+mfg03NzdrtUtERETkFNw07hg3WPzc9eC57Rj29YuIvHtV8bhD53Zi0MS2uJcgv8l3MS9fvNN7klV6taburQahRrn6slpunh4jp/XA79t+hj5X/Nz6QVoiJv86Gj+tET/rHfT8aJQuUcFq/VoDs/Bo+09vQXJqgqymdfNAx0Yv26kj6/to8LfQqOXvl/6JPIMhn3fAhRvKNym6cOMkhnzeAf9EnpHV3TTu+GiQeOMmR9e4eht0aPiSUJ84/238+OdXyNJlCI9l6tIxd/WXmDhf/FynU5OeqF+1hVV6tSZmgVmQMAvMgoRZYBYkzAKzQERERETWMfjFzmhQrYqsps/NRff3x2He6r+Q89AaOQBITEnByG9m4MtfFwmPvduvNyqUCrdav2R5d+Pj8cF3s1Cxey+M+uZb7Dp2Avrc3Ccel5+fj30nT6PX2E/xyofjkfnQ+jIXFxd8P+YdqNVqa7VuUXtOnESHt99Bk0FvYNriZbgWFf3kgwCkpKdj4fpNqN1nMH5bv0l4vFLpUninXy9Lt0tWdOryFfT88BPU6j0QX/y8AOeuXYfBYHjicVm6bKzavgtNBr+heH4M9PXBF2+/bo2WrSbQ1wdfvPWGUF+0YTN6fzQBMXFxwmP5+flYtX0X2g8bjQdp8jWEZUuG4oMBfa3Wr7W0fmM42rwxAr+u3YDYxMffrC01IwML1m5EzZ4DsenAIdljRT09sezLifD0KPxmAvaWm5uLfh9PxN6Tp4XHpr07AkO7v2iHrmzvfmIiPpr1Iyp07YWR38zA7uMnkVuIa+XRCxfxypjxeGPyN9Bli2sAvnjrdRQP8LdGy2QlfN1ERERERNbm6uqOxo2+Fuoxd3bh722v4EGK8p4QMXd2Y+PGzkhPl3+m5e7ui/r1nG9PiIoV+iEwUL4/SH6+Htt29MOlf35FXp74HkunS8LBQx/g9BlxbXL1asPhU8y59gdhFgowC8yChFlgFiTMArMgYRaYBQmzwCxImAUiIiIiy9O4u6HXdHEvxUs7juOHbh8i9pryOstLO09gevtRSIqKldU9fb3R7XPnWkMHAE0GdkKZ+pVltTx9Lub2HI+989chN0dca52elILl78zE5q+XCI+1G9UTweXDrNavNTALBZgFZkHCLDALEmaBJMwCSZgFXiMkzAIRERGR5bm7u2PWzJlC/e9t29Chc2dcuaK8h/G27dvRpGUr3L4t38PYz88PX3/5pTVaJStjFgq8NmQIGjVsKKvp9Xo836075vw4T/menImJGDZ8BL6YLP55P3jvXVSs6Fx7mzMLBZgFZoEAg8GA9Rs3omHTZmjeujV+mD0Hd+7ceeJxaWlpmPHdTNSq3wB79+0XHi8bEYFPPhpnjZat6lk+LxgMBqxZuxZ1GjREq3btMGvOXERHF24PqdjYWMz8YRYqVa+BjZs3C4+3bd0afXs7171JqcDs778X7hd46vRpNG/dBsdPnFA85viJE2jeug1OnZbvt/Ooa46ja9+uHXr26CHUX3vjTUycNAkZGeJ+1unp6fjsiy/w2htvCo/17d0LrVu1skarRERERE7D3d0NU2ZOEOq7tu5Hj06Dcf3KTcXjdm8/gE4teiH6tvx9q6+fDyZ8NcYqvVpTvyGvoF7DWrKaXq9H365v4Ncflyq+B01KTMYHwydg2uTZwmPD33sN5SpGWKtdq2AWCjALzIKEWWAWJMwCsyBhFkjCLPC8IGEWiIiIiCxP4+6CHpPLCPV/dj/AnD6XEHs9S/G4f/Y+wLcvnkdSTLasXsRHjRfHO9/9Bxv1CULpOl6yWp7egJ8GXsa+hfeRm5MvHJORpMfKsTfx97cxwmNth5VAcDnnub8UwCxImAVmQcIsMAsSZoFZkDALzIKEWWAWJMwCET3LeNdcInJoB48ew6Zt24W6SqXC599Mw+ffTDNr/D4vv4TZ074xawxbcnFxwbKf56Fhu45ITEr6t67X6zFq7Ef4ZuYP6NCmFUqHhyNLp8P1m7eweft2ZGaKL+ybNWqEiWM/tGX7FtO5fTu8+/Zb+G7uj7L6wSNHUa1JM7Rr1RLVKldGgL8fYu7cxcGjR3Hu4iVhHFdXVyycOxshwUG2at2qFq34Xah179IZxYoWtUM3tnHq3DmcOncO4yd9CT9fX9SsVhUVy5WDj08xFPMu+HOnpqchNjYO5y5dwrmLlxQXJQFAROlS2PTHCuGLyM5g0sfjcODIERw5Lv+y9M+LFmPpqlXo0r49ypWNgLubOyKjbmPrzt24FxsrjBMY4I+lP/0IlUplq9YtZsXqPzHiQ+M3hPCPKP/Yx9ctX4pmjRo+9mccCbNQsNHE1p27sHXnLqjValSrXAk1q1VDieIhKOZdFBmZmYiLj8fFy1dw+Phx5OXlCWMEBwVi48rlCC1e3A5/AssY9upg7D5wAH+u3yCrr9u8BZu370Cndm1RsXw5FPX2xu2oaOw5cBDXb90SxilSxAMrfp0PDw/n+qBr7OiR2H/4MHY9tIHMg5QUvP3BGHw8aTKaN26EyhUrwM/HF9k52YiLj8fRk6dw6uw55OeLHwYCwOypX6N8WS5UdSYtmzbB+Pffw5czvpXV8/Pz8e2cuZg9/xc0rFsXdWvVRIC/H1QqFRKTknH2wgUcPn5c8XU0APR7pQcG9u5liz+CxZQoHoIFs77Hy4OGyDJ+9/59dOrRE7WqV0Pj+vVRMrQE4hMScf7SJezatx8Gg0EYa8yoEejQupXtmiciIiJyYM1rdcTAziOxePMsWf30lcPo/mE9NKrWBuXDqsDH2x/3E+/gzNXDuBp1QRjH1cUVk9+ajwCfYFu1bjEuLi6YMuI39PukBR6k//e5dW6eHl8veh8L1s9AkxptERpYGjp9FqLu38D+M1uhy84UxqpTsQneenm8Ldu3GGZB2fp9y4Ram/ovwrtIMTt0YxuVStfA+/2+wteLPpDVb969gv4TWqFWhUaoXKY2An2CEf8gFpdunsLZa0cVx/pwwFSUC6tii7Yt7pPXvsc/kWcQHfvfF6YNBgN+WjMFK7bOQ4vazyE0qDQMBgPuxEVi3+m/kZb5QBinVPFyGD/kOxt2bjnMQgFmgVmQMAvMgoRZYBYkzAIRERGRZY2e+h1WbtvxyMdzFdZJHTp3HiHtujx23Ps7Npndm624uLhg8RefoumQN5GYkvpvXZ+bi3enf49pi5ahfaMGKF08BFnZObgeE4O/Dx5Bpk4njNW0Vg18+vpgG3ZvOcwCEJ/8APP/Wo/5f62Hm0aDymVKoVq5sgj09UExT09o3d2RkZWFB+npuBJ5G2euXEN88gPFsVxcXPDzJ2PRvE4tm/4ZLOH0las4feUqJsydD7+iRVGjQjlUCA+Dj7c3inp5AgDSMjIQm5iE8zdu4vy1G8jR6xXHKhNaAutmToWbRmPLP4JF1O/3KqIV1spKdApry6cvWY7ZK1c/8pgmNatjzYyvLdKfLVy9HY0pCxZjyoLFKOrpiWrlIlC5TGn4Fi3IgquLK9IzM5GQ/AAXbtzEuWvXkZElnhsBwL9YUWz8YTr8iznfv/W88XJX7Dl5Cn/t2iurb9h7AH8fPIKOTRqiYqlwFPX0xO1797H35GnciBFvfFhEq8XSLyfCQ+tuq9YtxmAw4PC5Czh87gJGTf0OFcLDULNCeYQXD0YxLy/k6PWITUrC9agY7D99VvGc4OmhxR9TJ6N6+bJ2+BOY7vC5C9h88LBQV6lUmDz/N0ye/5tZ4/fq0A7ff/iuWWPYUlJqKn75awN++WsD3N00qBpRBtXKlUWAjw+KeXlCrVYjOTUV0ffjcPDsOcTExj1yrFF9emJ4r5dt2L3l8HUTXzdJpi1ehhmLlz/y8fx8cT11dGzcE7NwbOkChIc8Hes/iIiIiEwRFtYO1aq+hQsX5XtCxMYexZ9rmiK0REv4+laGVuuPjIw7iI09iqRkcU8IlcoVLZvPQZEizvfaSqVyQeuWP2Hdhg7Izv5vnXV+vh6Hj3yEs+d+QMnQ1vDyCkdeng6pqTcR/X/s3XV4FNfbxvF74+4JkgQCBHenWCkFCtS9QJEKdXdXar96qTvUqDsV3Iu7uyRInLju+wfvpt3OQsludmcD38919bo6z+458zDcJMtwcmbfdFVUGNdZ16vXS1061839QcgCWbAhC2TBhiyQBRuyQBZsyAJZsCELZAEAAMBd2g3pqdNvulgzXv/arr590To90f1KtTqtixq2aaqw2AjlpGVo+1/rlLbO+GBxH18fjX33PkXWi/FU67XGx8dHV37woJ4dcIMKs/9ea11ZXqEv75qoP176Qq0HdlNcSn2VFZcpY/s+rftzicqKjOsJU3u311kPjPVk+7WGLJAFG7JAFmzIAlmw+eKOV7Xsm5lHfb2qwriudPuidbqz0bnHnPfFPT+63JunkIUjyAJZsOF7BFkAAABwl+HDhuqO227TS6+8Ylefv2Ch2nTsqMGnn6527dopLi5We/fu04KFC7Vm7VrDPL6+vpr84YeqX7++hzqvPXv27FHHbt2P+Z6CggJD7ezzL5Cf39EfvXvv3Xfpvrvvdrk/TyELR/7e8fnkSereu4+ysrKq6+Xl5br5ttv07PPPa8jgQWqSkqLi4mJt27Zdv/72m4qKjGtl+vXto8cfecST7dcaskAWbMgC3yNsFixcpAULF+m2O+9UYmKiOnXooKZNmyoyMkIR4REqKi5SVla2Vq5aqSVLlx312awJCQn67eefFRNTN+9N8XVBmjtvvubOm69b77hD9evXV6cOHdSsWTNFRUUqIjxClVWVOnz4sNLT07V6zVqtW7/e4XM5Jalb1676esoXHv4V1I7ohGOvCXb0+37jLbfq9ruO/ud+xKWX6s2Jr7ncm6d06thRLzz3nG653X5/m42bNqlnn77q0/sUdencRQ0a1Nf+/Qe0fMVyLVz0l8O5XnnxBbVr29YTbde6t994XctXrND2Hfb7WT8x4SlNfONNnTV8mJo0aSKr1aqdO3fql6m/KTc31zBPi+bN9ebEiYY6AADAyWjwsAG64fYr9ebLH9rVFy9Yrt4dhunUQX3Upl0LxcRGK23ffi1ZsFzr1242zOPr66s3Pvqf6tWP91TrtcbHx0fvfPKSBp9ygbKzcqvr5eXluu/WJ/Tq/97RaYP7qVFKkkqKS7Rj225N/222w2ee9+rbTfc+eosHu689ZIEs2JAFsmBDFsiCDVkgCzb33PyYvp3y81Ffr3CwznrxguVqFt/1mPNuz1jucm+eQhaO4OsCWQAAAHCXtqdHa+C1DTTznf129R1L8vX0gFVq2T9SDVuFKDTGXznppdqxJF/pG43rRnx8pdGvpSoiIcBTrdcaHx+Lxr7ZXC8MW6vCnIrqemW5Vd88uFPTJqap9YBIxSYHqbykSod2lmjDjByVFVcZ5mrWM1zD7kr2ZPu1hiyQBRuyQBZsyAJZsCELZMGGLJAFG7JAFgCc3I7+E4UA4AWsVuPDsG31vMOHHb5WE0XFxkUI3i6lUSP99vWXGnbxpcrKzrZ7LW3/fn302X//EGy3Tp30w2eTj/mD5d7uf48/qty8XMOv12q1atqs2Zo2a/Yxx/v6+uq9V1/W8MGD3Nil5xw8dEi/TZ9hqI8bOcKEbsyRnZOjWfPma9a8+TUe27NbV33x/rtqlJTkhs7cz9/fXz9/8ZnOuOBirVizxu61oqJiff3jT/85R1xsrH77+islJya6q023Kisvd+r7wn+NqaioOObr3oYs2KuoqNCqteu0au264x7TrnUrfTt5kpo1SXFfYx4y+a03VFBYqD9m2G8QXV5erp9++1367djjQ0KC9e3kSercob0bu3SPgIAAfTvpY507arTmLlxoeD03L08///6Hfv79j+Oaz8fHR08//JCuHjO6tluFBzx+/70qKCzUq2+/Y3itrKxM8xYt0rxFi457vgvOPkvvv/aKLBZLbbbpEWcPG6p3Xn5R191xl2FjneP9enn16Mv11EMPuqtFAACAOun2kU/pcGGufpjziV3darVq0doZWrTWeN/un3x9fPXo+DfUr9MZ7mzTrRLjG+ut+37U9c+eq9wC+/vWh3LSDdfGkTZNu+iVO7+Un2/dvW9NFuxl5R3S/NV/GurnnXri//36siHXKjc/W29/97ThtVVb/tKqLY43uPynGy9+RBedfqU72vOIiNAovX3/Txr/1JlKz9ht99rhwhz9Mv+//z0rKaGJ3r7vJ4WFRLirTbcjC2TBhiyQBRuyQBZsyAJZAAAAqG1FJSXKKyis0ZjKyqoaj/F2jRs20M+vvqCzb71LWXn26wPTMzI16eep/zlHl9Yt9c3zT9XZddZkwV5ZeblWb9mm1Vu21XhsdES4XrvnDl006DQ3dOZZ2YcPa/ayFZq9bEWNx/Zo10afTHhUjeof+6FX3upwYWGN811aVq7SsvKjvl7gYDPMuuJwYaEWrl6rhauND2z8Ly0bN9InEx5V++bN3NCZZ3z02IMqLCrWn38tsauXV1Tol7kL9IsWHHN8SFCQvnpugjq1bO7ONj2iqqpKm3bt1qZdu//7zf8vuX49ffHM4+raupUbO3OPY/58Wi18DywqKXF5DrOUlpVrxaYtWrFpS43G+fn66sGrxureK+ruv//yucneyfy5qbS0rMa/r8fz9cNaZdyMBAAA4GTTo/tjKivL05atn//rFavS0mcrLX32McdbLL7q1+dlJSfX3T0hwsMbaeiQr/T7n5eotNR+nXVR0X4H18YoLq6TBp/+iXx86uZ9a4ksSGTBhiyQBRuyQBZsyAJZsCELZMGGLJAFAAAAd7lgwjUqys3Xok9/t6tbrVZtnLlcG2ce+8HwPr4+uvz1u9RuSE93tulWsY3r6+bvn9PE8+9VYbb9Wuvc9EzDtXGkUecWuu6LJ+Xr5+uuNt2OLJAFG7JAFmzIAlmQpPLiUhXn1WwtYVVlVY3HeDuyQBZsyMIRfI8gCwAAAO7y/LPPKCc3Rx99PMmubrVa9ef06fpz+vRjjvf19dX777yt4cOGurNNt6mqqlJeXl6NxxUWHvvvXiV18Od9T/YsSFJKSor++PUXnXHmWcrKyrJ7LS0tzXBtHOnWtat+/PbbOrtXjEQWJLJgc7Jnge8RRmlpaUpLS6vxuI4dOujzyZOVmlp394nh64K9AwcO6PcDB5waO3zoUH066WNFRUXVblMe4szXheLiYhUf43nlxcVFrrRkiptuuF5Z2Vl6/MkJhtcWLFykBQv/+zmMTz7+mK4dP94d7XlEVFSUpv02VQOHnKFdu+33TcrJydEnn/33OuumTZroz6m/KiKC/awBAABsHnv2XuXmHNbnH39jV7darZo9bb5mT5t/zPG+vr565Z2nNHjYADd26V6NUpL01dSPdMnwK5SdlWv32v60g4Zr40inru306Xdv1+m/g5IFsmBDFsiCDVkgCzZkgSxIUlFRsQ7n5ddoTGVlZY3HeDuycARfF8gCAACAu5z7cGMV5VXorykZdnWrVdo0J0+b5hx7HYmPrzTihWZqe3q0O9t0q9jkIN3wRWu9OWKjCnMq7F7LO1BmuDaONOoYqvEftZKvn8VdbbodWSALNmSBLNiQBbJgQxbIgg1ZIAs2ZIEsADh5+ZjdAADUFRmZmYZavYR41YuP93gvXTp20F/Tflev7t1qNM5isejKUSM16+cfFBUZ6dS5HV2H9m3aODWXKywWi9579RW98OTjCgkJrtHY5MRE/fb1lxpz2aVOndubsmDz2dffqqLC/i8yKY2SdVq/vm475yEH16FD29ZuO98/JcTF1co8cbGxevXZpzVv6i9qlJRU4/GHMhz/RbFda89ch3+KjorS7F9+1LiRl9V4bO+ePbR4+h/q1L6dU+d2/HXB89fATGThiLqchaCgIN1z6836a9ofatYkxel5KisrlZ2TY6h3aOv575WBgYH66fNPdc+tN9d4gWXbVi01b+qvGjzgVKfOfSjD/CyEh4dp+g/f6ulHHlJwcM0+K/xTi2bNNPuXn3TXzTfWeKy3fG4yk6PPC0FBQWrRzLMb+bw44Qn9+PmnSmzQwOk5IiMi9O4rL+mrjz6Qv79/jcZ609fHK0aN1K9ffaHkxMQajQsJCdZLTz2pt19+URYLN8ABAAD+yWKx6LFr3tSdlz+joMCQGo2tH5ukt+77Uef0H+XUubMPG+9JxEYmKDYywan5XNG6SSd99uQcdWjeo0bjLBaLzh8wRh8+/LsiQqOcOndOnvE6tGjk3P0NV5AFe7/On6KKSvv71g3jG6t7m/5uO2f2YePfv1okez4LknTdhffrmRs/VGRYzRZTRYZF67mbPtb48+526ryOshDoH6TGDVKdms8VifGN9dmTs9W/c803dx7QZbg+fWKWGsQlO3VuskAWbMgCWbAhC2TBhiyQBQAAALjHoZxcQ61eTLQSYmI83kvnVi00/6N31LN92xqNs1gsGnf2cE1/6zVFhYc7de4MB9ehXR1+4JUzzMxCXGRkraxr8fX10aVDBmnlF5N00aDTnJrDzCzER9fOD/nGRUXqpTtv0ax3X1ej+vVqPP5QtnEtpSS1TW3qamt1iqMstK9jWQgPCdFDV4/Tkk8/UPvmNe+9srJSOYeNG+qa8fUxMCBA3734jO4aM1J+vr41GtumaYpmvfe6Tu9Zs5/jsXH09bFds7rx58HX10dXnXe2lnzyvrq2buXSXHyv9K7PTc7q1qa1Zr33hu67cozT33vJAp+bbMgCAADAic1isahf31fUs8cT8vOr2dra0NBEDR3ylZo3r/nPS0tScYlxjUhwcLyCgz2/J0RcXAede/YfSoiv6X0Fi1o0H6Uzh/2owEDn9gcpKTZeh+hoc/YHIQtkQSILNmSBLNiQBbJgQxbIgg1ZIAs2ZmYBAADgRGWxWDT6jbt04dPXKSAkqEZjo5PidfP3z6nXyCFOnTs/I9dQi0iIVniC5x/s0qhTc9076w016VGzz/sWi0W9Rw/THb+9rJCoMKfO7eg6JLb1/Do6snAEWSALNmSBLNiQBXORhSPIAlmw8ZYs8D3iCDOzAAAAcKKyWCz64J139OL//qeQkJqtj0hOTtIfv/6isaNHO3VuR8/YqlevnurVq/meAnXZoUPG69C+XXuP90EWjujSubOWLJivU3r1qtE4i8WiK68YpzkzpisqKsqpc5MFsmBDFrwrC2byliw4Kzw8XPffe48WL5iv1k7uEeJNWTgZvy74+fkpupb2DWrUKFlffPqJfvnxB6eug6MsBAUFqUXz5rXQXd3hTV8XHn3oIX02eZJiarg3SUxMjL749BM9eN99Tp3Xm7KQkpKiJQsX6Kzhw2s89pyzztLiBfPVqFEjN3QGAABQd1ksFr367tN68vn7FRJSs2fAJyY30NdTP9RlYy5w6twZh7IMtfh6cYqvF+fUfK7o2Lmt/lz4rbr36lyjcRaLRaOuuEg/zfxckVERTp0708F1aNu+pVNzuYIsHEEWyIINWSALNmSBLNiQBXORhSO8JQt8XTjCzCwAAACcqCwWi0a+mKrzH22sgGCfGo2NbhigGz5vo56XJDh17vzMckMtPN5f4XH+Ts3niuT2YbpranuldK3Zz+VZLFKvEQm65du2Con0c+rcjq5Dw9Y1W89YG8jCEWSBLNiQBbJgQxbIgg1ZIAs2ZIEs2JiZBQAwC1+1AOA4zZw7z1B74I7bFRxcs0UftaVJ48aaN/UXffPjT5r43vtatGSprFarw/cGBQXprDOG6I4br1ePLl2cPuf+Awe1ccsWu1pSw4a6/spxTs/pqtuuv04XnnO2XnrjTX3+zXfKys4+6ntbNGumq8eM1nVXjK3xJgT/5G1ZkKTJU6YYaqMvvVQWi8Ut5ysvL9f8RX/Z1UJDQ3T/7be55Xz/tmHxQq1cs1Z/zJyphYuXaunKlcrMMi6IciQhPk6ndO+uyy+5WGedMUT+/s7/5dNRFi44+yx17dTR6TldERISovdfe1Xjx47RS2+8pV//nKaSkhKH7/Xx8dEpPbrrpquv0kXnnuNSVv59HXx8fPTEA879MHZdRRaOMDsLMdHR+vWrKfpt2jTNWbBQ6zdtVlVV1THHtGjWTJdecL7Gjxmthg3qu9zDkhUrlF9QYFfr1qmTzj/rTJfndoavr6+efvghjb70Er34+hv69qdfDP39U6f27XTdFeM0buQI+fk5/9fFmfOMfyaefPABp+dzlo+Pj+655WZdPfpyTfriS33+9Tdas2GDKisrjzkuIjxc/XufoqvHjNbwwYPk41OzG6aSd35uMoOjr4/XX3lFrfx5q6kzhwzWthVL9f0vv+qDTz/ToqVLVVRUfMwxAQEB6tKxg8ZedqlGXnShQkNDnTq32V8f/23Qqadq3cJ5evujSXp/8ifaumPHUd8bFxurkRddqNtvuE7JiYke7BIAAKDuGT3sJg3ucZ4m/fqaflvwpXILjn6vsnGDVF142hW6eNDVCg50/l7lkvWzDbXx592joABz7lUmJqRo0qPT9efi7/XFH29p9dbFR71vHegfpP5dhmnMmbeofbOaPnT8bxk5B7QjfbNdrV5Moi4ZNN7pOV1FFo74ae5nhtrZ/Ua67751RblWbl5oVwsODNXV593tlvMdj2G9L9Yp7Qfqs9/f1I9zPtWhnPSjvrdeTKLOPXW0Rp5xnaLCY50+55J1sw21SwePV0J0A6fndEV0eJxeu+trLVwzXZ/+9oaWrJ+tisoKh+/18/VTz7anadSwG9W7w+lOn5MsHEEWyIINWSALNmSBLNiQBQAAALjD7GUrDLV7rxit4KBAE7qRUho20Kx3X9e3M2brza++1V9r1x99nXVggIb37a3bRl6q7m1bO33O/ZlZ2rRrt10tMSFe1154rtNz1kVmZuG+K8foinPP0rS/lmjO8pVaun6jtuzZe9Tf+38KDPBX+9RUnTugn0YNP0MN4pz/e1d5RYUWrF5jVwsNDtK94y53es6aWPPVJ1q1eaum/bVEi9as07ING5WZm3dcYxOio9WzQ1uNHDpEZ/brLX8X1hHOcpCF807rry6tTq4NYP99HXx8fPTotVd55Ny/vPaCNu/arT8WLdGCVWu0dMNG7c/IPK6xUeFh6t62tS4ZfLrOH3iqQl34WYmlGzYpv6jIrtaldUudd1p/p+d0ha+vr5684RqNGnaGXv5sir6fOcfQ3z91bJGqay44T2POGurS2lpHXx8fv/5qp+dzxo8v/0+/LVikWctWaO3W7SqvcHwPxiapXoIuGDhA488/R6mNklw+P98rjzDze+Vj116lIb16aO6KVVqyboPWbtuu3Pyjry3/p5SGDXRq1866+vxz1K2Ncw/1tCELR/C5yfzPTQAAAPCcdm2vU0rjs7V23ZvavuNblZYefW1tZEQztWw5Wq1bjZOfn/Nra9PT5xpqnTrcIT8/c9bWhoc31lln/qqdu37Shg3v6eChpZIcfwb39Q1So+Qhat/uBsXHO78/SFHRQeXm2f+ca2hIQ7VudYXTc7qKLJAFG7JAFmzIAlmwIQtkwYYskAUbsmBOFgAAAE4Gp994kTqf21/TJ36tpV/NUGH24aO+NyE1SX3Hnan+V52tgJAgp8+5ec5KQ23o3aMUEGzOWuu4lAa6689XteL7OZr9zvfasXjDUdeN+AcFqP3QXhp0yyVK6er8uqG8A1k6sHmPXS0qMV79rz7H6TldRRbIgg1ZIAs2ZIEsmIkskAUbsuCdWeB7hDlZAAAAOBncfustuuiC8/XCy6/o8ylTlHWM56+1aN5c46+6Stdfe41Lz96bMXOWofbgffeZ+uw9T9u/f782btpkV0tKStQN111rUkdkQZKaNGmi+bNn6etvv9XEN97QwkV/HfOZnGefeabuvP029eje3elzkoUjyAJZsPG2LJjBzCxERUVpw+rVmj13ruYvmK/lK1Zq67Zt//kMRkkKDg5Wt65ddPGFF2ns6MsVHh7uUi/eloWT7etCWFiYDqXt01+LF+uPadO0aNFfWrZihfLyjm8PqcTERJ3ar6/GXH65Bp1+ulPPX7SZMcuYhRuuu04NGzZ0es66pry8XPMWLLCrhYaG6sH77jWpI2nEpZdqyKBBemXiRH08+ROlpaUd9b1JSYm6YuxY3XLjjYqNdX5/EG/LQlxcnH76/jv98ec0vfLaa5oxa5YqjrKXkp+fnwYNHKjbbrlZQwYP9nCnAAAAdct1t16hsy8Yqjde/kDffvGTsrNyj/reZs2baMzVl2jctSMVEuL83xfnzVpkqN1x//UKDnZ+zYUrGjdJ1q9zpujHb37Te29M1tJFK4/xd9BADTlzoG6840p16d7R6XMe2H9IWzZtt6s1TKqvK64b5fScriILZMGGLJAFG7JAFmzIAlkwE1nwzizwdcGcLAAAAJwMTrumoTqdGauZ76Rr2XeZKsw5+jOWEpoGqfeoeuo7tp4Cgn2dPueW+cb1OWfcmujSnK6IbRSk239sp5U/Z2nuhwe0c1m+jvZIGf8gi9oOitHp1zVQ487Orx/LO1img1uL7WpRDQLUb2x9p+d0FVkgCzZkgSzYkAWyYEMWyIINWSALNmTBnCwAgJks1uN5Ai9MtWLFCnXt2lVLZkxTl44dzG4HOGm16NZDO/7xMPmmKY21ftEC+fv7m9jV3zIyM7VkxUrt3L1bh/Pz5ePjo5ioaLVsnqoeXTrXyg84f/rV1xp3w012tXdfeUlXXu4di7Cqqqq0cs1ard+0SQcPZai0rEyhISFKTmyoTu3bK7Vpk1o5j7dnwRPmLfpLp519rl3tgTtv1xP332dSR1La/v3asWu3du/dq5zcXBUWFclqtSo8LEyRERGKjYlRh7ZtlFSLP9Q7/tbb9NFnX1Qf+/r6as38uWrZPLXWzuGKoqIiLV25Spu3blN2bo6qqqoUER6upikp6t65k+Lj4lw+x960NDXpaP+Ap1EXX6RJb73h8tx1CVnwzizk5xdo/eZN2rlrtw5lZqqwqEg+Pj6KCA9X4+RkdWzXtla/JkjShBde0mPPPmdX++O7r3V6//61eh5nlZeXa9mqVdq4eYsys7NVXl6u8LAwpSQnq0unjrVyPUpLSxXfvKWKiv6+8dmnV0/N+eUnl+euDUVFRVq+eo327N2n3MN5OpyfLz9fP0VFRigmOlqtW7ZQ6xYtZLFYXDqPt39u8pTB51+oWfPmVx9HRkRo6/IliomONrGrIyorK7V2w0Zt2bZNObl5yj2cJ6vVqsiICEVFRKhpkxR1atdOgYGubWLtjV8f/23bjp1atXat9qalq7CoSEGBgaqXEK+2rVqpU/t2Lm26A5zIVqxeox6nD9by5cvVpQsPPQXqGtt99y8mzFPrJp3MbgcnoKqqKm3avVrb9m5QVt4hlVeUKTgwRPVik9SqcQc1qt+sVs5z1u0dtO/QzurjpIQm+v755fL38457ldmHM7Ru+3KlHdqlguJ8+VgsigyLUUrDFmrXrKuCAly/b/3LvC/00NvX2NUeHf+6zh8w1uW5awNZ8JwVmxboyieH2tXGn3ePbrz4YZM6Mtq2b6O27lmnQznpKi0rUWBAkBKiG6p5o3ZKTWpdK+e45umztGT9nOrjsJBI/fryGkWGxdTK/K7KL8rTuu3LtefAduUX5UqSwkOi1Kh+M7Vr1lXhIZEun4MsHEEWyIINWSALNmSBLNiQBcBo485VGvFQP+73Aicp2/3ihR+/q86tWpjdDlBntblwpHampVcfN0lsqNVfTpa/n5+JXf0tIydXyzZs1M60/covLJSPj4+iI8LVsnEjdWvTWsFBrj/k/PPf/tRVjz9tV3vrgbs17pwzXZ67LvG2LOQXFmn7vjTt3n9AB7OyVVBcrNKyMoUEBSkiNESR4WFKTU5SmyYp8qulHuevWqPB191iV7vvitF69NqramV+Z6QdytDO9P3as/+Acg7nq6ikRFarVWEhIYoMC1VsVKTapTZVUkJCrZ3zuqf+p0k/T60+9vX10YrPP1aLxo1q7Rzebu/BQ2px7iV2tRFDB+vDxx40qSPpUHaOdqSla/f+A8rOy1NBcbEqKyoVHhqqiNAQRUdEqE3TFDVNSqy1cz7z4WQ98e6HdrWpE1/Uad271to5XFFeUaHlGzdr085dyszNU0VFhcJCQ9S4QX11btWiVv5clJaVqeGQc1RUUlJd692xvWa8M9HluZ1VXFKqjbt2ace+dB3MylZh8ZF1v2EhIUqun6C2TZvUag4kvlfaeNv3yr0HD2n3/gPad/CQsnLzVFRaosqKSkWEhSkqPExxUZHq1LKFEmJqb+0vWTjC27LA5yYA/7Ry0xb1HncN982Bk5Ttvvm5Z09XXBz7m6D2Wa1Vyspaq5ycjSouyVBlZZn8/EIUFpqo2Nh2iohoWivn+eqb7srP/3tPiPDwxrrogoXy8fGOtbXFJZnKyFip/PzdKi/Pl8Xio8CAKEVGNVd8XGf5+bm+znrrtq80d579z7n27fOyWrbwjp9zJQtHkAWyYEMWyIINWSALNmSBLNiQBbJg44ksAP+WmblGP/48iPvFAExlu29935y31KhTc7PbwQmmqqpK+1ZvU/rGXTp8KEcVZeUKDAlSdGK8kjqkKqFZ7ayheqTjaGXu2l99HJfSQI8u+0i+/t6x1jo/M1e7lm9S5q79KjlcJIuPRaHREarXIlkpXVspINj1tdaLp0zTpGvt9+kcNfFO9RkzzOW5awNZOIIskAUbskAWbMiC55AFsmBDFrw/C3yPOMITWQAc2bNqq5499XruWwN1kO1e77K/FqlL585mtwN4paqqKq1ctUrr1q/XwYOHVFpWqtCQUCUnJ6lzx05KTa2dPYxTW7XWjp1/72HctEkTbVy75qR69t4nn32msVfa/xzje2+/pauuuMKkjuyRhSMyMjK0ZOky7di5U4fzDx95Jmd0tFq1bKke3bvXyjM5ycIRZIEs2Hh7FjzB27JQVFSkbdu3a8+evUrfn678/AIVlxQrMCBQUVGRioqKUrOmTdWhffta2wNA8v4snIxfF6xWq3bv3q2du3Zp9549yss7rMKiQlksFkWERygyMkIJ8fHq3KmT4uPja+28g84YqpmzZ1cfR0ZGavumjYqJ8Y49jD1h3vz5OvX0QXa1B++/T08+9pg5DTmwfsMGrVm7Vmlp6SouKVZwULASExuqQ/v2atumTa2cw9uzkJeXpyVLl2rrtu3KzcuVJEVFRql5ajP16N5dkZHsZw0czYqVK9Wt1yncdwfqKNu99+mLv1fHzm3NbgcnmKqqKq1dtUEb121RxqEslZWWKSQ0WA2TGqh9pzZqmtq4Vs7TvdXp2rVjb/VxStNkLVz7u9f8HTQzI1srlq7W7p17lX+4UD4+FkXHRCm1ZVN16d5BwcFBLp/jq09/0I1X3mNXe/mdp3T5FRe7PHdtIAtHkAWyYEMWyIINWSALNmTBc8iC92eBrwtHeCILgCOrV67XoJ7nc78XgGls96zv/r29ktuHmd0OTjBVVVbtW1eo/ZuKlJ9ZropSqwJCfBTdMFBJ7UIU36R29l97vPcKZe0urT6ObRyoh+Z0kq+/T63M76r8rHLtWVmgzD0lKsmvPPIzfVF+SkgNUuNOYQoI9nX5HEu+ydCnt26zq414oalOGVHP5blrA1k4giyQBRuyQBZsyAJZsCELZMGGLJAFG09kAXBk79oCPT90Lfes4XbesRMTAHi5XXv2aMeu3Xa1x++712sWWkhSfFyczhwy2K3nmDl3nt1xq+bNNXbEZW49Z034+Pioa6eO6tqpo9vOURey4An/zkJsTIzuuulGk7o5IrFBAyU2aKB+p/Ty2Dlnzp1vd3zFyBFq2TzVY+f/LyEhITq1T2+d2qe3287x7ywEBATosfvuOcq7T1xkwTuzEB4epl7duqlXt24eO+e/r8OgAafq9P79PXb+/+Lv769TunfXKd27u+0ci5YuU1FRsV3t6Ycfctv5aiokJOTI94pT3Hseb//c5AklJSVatHSZXe2um29UTHS0SR3Z8/X1Vaf27dSpfTu3nscbvz7+W2rTJkpt2sTsNgAAAE4oPj4+atOks9o0cd8m8mkZu7Xv0E672g0XPSR/P++5VxkTEa/+nYe69RyL18+2O27SsIXO6X+5W89ZE2TBcxavn2N3HBUWo7Fn3mpSN46lJrVWalJrt81fWlai1VsW29XGnXWrIsO8Y7NLSQoPidQp7QfqlPYD3XYOskAWbMgCWbAhC2TBhiyQBQAAALjH7vT92pmWbld75Jor5V+LD4ByVXx0lIb1ce+CoVlLl9sdt2zcSKPPdO89cm/jjVkIDw1Rp5bN1allc4+dc/a/shAbGaHbLzd37VhiQrwSE+KlTh08ds5//5kYe9ZwtWjcyGPn9wb/zkKAv78eueZKk7o5IiEmWgkx0erV3nMP5Ph3Fk7v0U2nde/qsfP/F38/P/Vq39at12Tx2vUqKimxqz15wzVuO9/xCA4KVJdWLdWlVUuPnZPvld75vTK5XoKS6yV49JxkwTuzwOcmAAAAeIrF4qO4uI6Ki3PfnhD5+XuUn2+/J0TXzvfJx8d71tYGB8WpUbJ79wfZv9/+ZxsjI5urear3fOYmC0eQBbJgQxbIgg1ZIAs2ZIEs2JAFsmDjiSwAAACcbHx8fNSocws16tzCbefI2n1Ambv229XOfmicfP29Z611eFyU2p/h3r18N89ZaXdcr0UjnTJqiFvPWRNk4QiyQBZsyAJZsCELnkEWjiALZMHG27PA94gjPJEFAACAk42Pj4+6dumirm58cPGuXbu0Y6f9HsZPPPboyffsvVmz7I5btWypcWPGmNSNEVk4Ij4+XmcOH+bWc5AFsmBDFupGFjzB27IQEhKiDu3bq0P79h47Z13Iwsn4dcFisSglJUUpKSkeO2dJSYkW/vWXXe3uO+9QTIz37GHsCTP+lYXY2FjdfccdJnXjWNs2bdS2TRu3zV8XshAZGanBgwZp8KBBZrcCAABwwvDx8VHHLu3UsYv7nvm9Z9c+7dqx165236O3edXfQePiYzRk+GluPcfcWYvsjpu3bKoRYy5w6zlrgiwcQRbIgg1ZIAs2ZIEs2JAFzyALR3h7Fvi6cIQnsgAAAHCy8fGxqFGHMDXqEOa2c2TtLVHW7lK72pl3J8vX38dt56yp8Fh/tR0U7dZzbJmfZ3dcLzVYPS/x7DONjoUsHEEWyIINWSALNmSBLNiQBbJgQxbIgo0nsgAAZvKer7gA4MVmzJlrd9yxXVtddqH3LDjxlJlz7R/K8+SD98vX19ekbsxBFo6YMdf+Otx3262KCA83qRtzbNuxU7v3/r0IKzg4WA/fc5eJHZnj338mrhk7Wk0aNzapG3OQhSPIglRUVKS/li2rPrZYLHrqoQdN7Mgc//4ecdYZQ9SnZw+TujEPn5uk+YsXq6SkpPq4fkKCbr32GhM7MgdfHwEAAOAui9fZb+7XolF7Det9sUndmGfJ+jl2xzdd8oh8fU6uv3+RhSP+fR2uOvcuhYVEmNSNOVZuWaTS8r//Lh4XVU+jht5oYkfmIAtkwYYskAUbskAWbMgCWQAAAIB7zFy63O64Q/NmunTI6SZ1Y55Zy1bYHT923dUn3XohsnDEv6/D3WMvV0RoqEndmGP73n3ac+Bg9XFwYKAeuGqsiR2Z499ZuOq8s5XSsIFJ3ZijqKREi9dtqD62WCx64obxJnZkjn9n4cy+vdW7o+cepugt+F7J90obskAWbPjcBAAAAHdJ32//M30xMW3VtOnJtydEerr9z7l263K/fE6yddZk4QiyQBZsyAJZsCELZMGGLJAFG7JAFgAAAOA+m2bbr5VJat9M3S4aaFI35tk0Z6Xd8TkPXyGfk2zNEFk4giyQBRuyQBZsyAJZsCELZMGGLJAFAAAAuM/0mTPtjjt26KARl15qUjfmmTHLfk/CCU88ftL9nCtZOIIskAUbskAWbMgCWbAhC9L8BQvsnz9Yv75uu/lmEzsyx4x//Zm4/557FBFxcu1nTRYAAADgLnNmLrQ7btuhlS647CyTujHPvFmL7I4feOL2k+7voGThCLJAFmzIAlmwIQtkwYYskAUbskAWAAAA4D6b5+XZHSe2CVHX8+JM6sY8W+bbX4ez7k2Wj6/FpG7MQRaOIAtkwYYskAUbskAWbMgCWbAhC2QBALyBj9kNAEBdMHOu/cNoJjz0oCyWk+zD+9Zt2peeXn3co2sXnX/WmSZ2ZA6yIBUUFGrpir83u2yUlKQbrrrCxI7M8e8s3Hj1VUps0MCkbswza9786v8PCw3VA3fcbmI35iALR5AFad5fi1VWVlZ9fNE5Z6trp44mdmSOf/6Z8PHx0YSHHjCxG3PwuemIf399fOiuOxUSEmJSN+bh6yMAAADcZcn6OXbHt1z62El3r3JX+hYdzE6rPm7frJtO736uiR2ZgyxIRSUFWrd9efVxg9hkXTr4GhM7MseSdbPtjq85/z4FB55cfxcnC0eQBbJgQxbIgg1ZIAs2ZAEAAADuMGuZ/cPDn7j+mpPuHuWW3XuUdiij+rh729Y677T+JnZkDrIgFRQVadmGTdXHyfXr6bqLzjOvIZP8OwvXX3yBEhPiTerGPLOX/73mPiwkWPddMdrEbsyxYNUalZWXVx9fMHCAurRqaWJH5vjnnwkfHx89fv3VJnZjDr5XHsH3SrJgQxb43AQAAAD3Sk+3/9nGbl0fOuk+c+fmbVNh0d8/5xof31UpKSffA2nIAlmwIQtkwYYskAUbskAWbMgCWbAhCwAAAHCXzXNW2h2f++hVJ91nzYNb9yo37e81QyndWqnzOf1M7MgcZIEs2JAFsmBDFsiCDVkgCzZkgSzYkAUAAAC4y8xZs+yOn37yyZPus+bmzVu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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "Y=LabelEncoder().fit_transform(data_features[\"country\"])\n", "X=data_features.drop(columns=[\"cheese\",\"country\",\"region\",\"vegetarian\",\"location\",\"latitude\",\"longitude\"])\n", @@ -16410,7 +447,8 @@ "id": "fca7080e-cb7b-4030-bafd-9036ecdb15ab", "metadata": {}, "source": [ - "We built a decision tree for our cheese database. " + "We built a decision tree for our cheese database. \n", + "We noticed that the most relevant features, those used by the decision tree, focus on the texture of the cheese and the taste on the cheeses (rindless, bloomy, soft, tangy), rather than on the animal milk used. \n" ] }, { @@ -16418,377 +456,17 @@ "id": "30bf1cd5-9b95-4300-a172-f36d870c49f6", "metadata": {}, "source": [ - "### Linear regression: find location depending on the cheese characteristics" + "### Linear regression: find location depending on the cheese characteristics\n", + "\n", + "We try to do a linear regression over the data to see whether, given a cheese, we can guess where it originates from. We are going to see that it does not work very well, each regression model has a $R^2$ coefficient of less than $0.3$, which is very bad. \n" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": null, "id": "73488360-5ba3-4361-aa1a-7c8764b14acd", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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1140 rows × 169 columns

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" - ], - "text/plain": [ - " latitude longitude color_r color_g color_b sweet semi-hard \\\n", - "0 46.798562 8.231974 0.921569 0.847059 0.545098 True False \n", - "1 47.686790 7.392763 0.921569 0.847059 0.545098 False True \n", - "2 46.603354 1.888334 0.909804 0.784314 0.568627 False True \n", - "3 47.278087 4.222486 0.972549 0.972549 0.972549 False False \n", - "4 45.494895 6.384660 0.972549 0.972549 0.972549 False False \n", - "... ... ... ... ... ... ... ... \n", - "1182 59.674971 14.520858 0.952941 0.843137 0.694118 False True \n", - "1183 -30.534367 135.630121 0.972549 0.972549 0.972549 False False \n", - "1184 54.382993 -1.984136 0.921569 0.847059 0.545098 True False \n", - "1185 46.798562 8.231974 0.000000 0.000000 0.000000 True True \n", - "1186 39.783730 -100.445882 0.952941 0.843137 0.694118 True False \n", - "\n", - " whey creamy processed ... floral pecan nutty brown cream \\\n", - "0 False False False ... False False False False False \n", - "1 False True False ... False False False False False \n", - "2 False False False ... False False False False False \n", - "3 False True False ... False False False False False \n", - "4 False True False ... False False True False False \n", - "... ... ... ... ... ... ... ... ... ... \n", - "1182 False True False ... False False False False False \n", - "1183 False True False ... False False False False False \n", - "1184 False False False ... True False False False False \n", - "1185 False False False ... False False True False False \n", - "1186 False False True ... False False True False False \n", - "\n", - " burnt caramel chalky pale white pink and white tart \n", - "0 False False False False False \n", - "1 True False False False False \n", - "2 False False False False False \n", - "3 False False False False False \n", - "4 False False False False False \n", - "... ... ... ... ... ... \n", - "1182 False False False False False \n", - "1183 False False False False False \n", - "1184 False False False False False \n", - "1185 False False False False False \n", - "1186 False False False False False \n", - "\n", - "[1140 rows x 169 columns]" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "for col in [\"cheese\",\"country\",\"region\",\"location\",\"vegetarian\",\"vegan\"]:\n", " try: \n", @@ -16800,7 +478,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "id": "05a6fae7-7dae-41f2-add0-86017116ea11", "metadata": {}, "outputs": [], @@ -16808,26 +486,15 @@ "X=data_features.copy()\n", "del X[\"latitude\"]\n", "del X[\"longitude\"]\n", - "y=data_features[[\"longitude\",\"latitude\"]]\n" + "y=data_features[[\"longitude\",\"latitude\"]]" ] }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "id": "3a0bb4d6-dd0b-451a-b698-3cb6d0b4241d", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.29475264248540267\n", - "0.29144565367216746\n", - "0.06917050167476352\n", - "0.03634010725646403\n" - ] - } - ], + "outputs": [], "source": [ "for model in LinearRegression(), Ridge(), Lasso(), ElasticNet(): \n", " model.fit(X,y)\n", @@ -16840,55 +507,11 @@ "metadata": {}, "source": [ "Not good, even quite bad. \n", - "In short, it seems that we cannot find the region a cheese originates from given its characteristic. " - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "id": "7fd507d0-1a68-4cd7-a12e-12c9ab1061e3", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([[-17.25837519, 41.83173155],\n", - " [-18.28946977, 41.52637469],\n", - " [-17.01544249, 41.83173155],\n", - " ...,\n", - " [-10.27185257, 41.83173155],\n", - " [-19.0749781 , 41.57789057],\n", - " [-25.33116752, 41.48630563]], shape=(1140, 2))" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model.predict(X)" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "id": "9faf2aee-84f5-4633-b3de-039af42d31d3", - "metadata": {}, - "outputs": [], - "source": [ - "yprime=pd.DataFrame(model.predict(X),columns=[\"latitude\",\"longitude\"])\n", + "We cannot find the region a cheese originates from given its characteristic. \n", + "\n", "\n" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "666bf666-414e-4e00-9f53-a543b5881eb2", - "metadata": {}, - "outputs": [], - "source": [] - }, { "cell_type": "markdown", "id": "038cd38e-3890-4f73-91a7-c30294b3bc5b", @@ -16899,21 +522,10 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "id": "2e6b0dc1-030c-4239-803f-52736a41bcb5", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "164" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "unused_columns = {\"vegetarian\", \"vegan\", \"cheese\", \"region\", \"color\", \"location\", \"latitude\", \"longitude\", \"country\",\"color_r\",\"color_g\",\"color_b\"}\n", "data_features_only=data_features.drop(columns=list(unused_columns.intersection(data_features.columns)))\n", @@ -16930,7710 +542,25 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": null, "id": "e7113235-7546-4c71-9b34-181472466d20", "metadata": { "scrolled": true }, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - 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supportitemsets
00.254386(sweet)
10.195614(semi-hard)
20.560526(creamy)
30.100877(milky)
40.655263(cow)
50.058772(fresh soft)
60.221053(firm)
70.052632(compact)
80.078070(Blue)
90.224561(goat)
100.098246(aromatic)
110.055263(Brie)
120.198246(mild)
130.108772(washed)
140.088596(earthy)
150.089474(rindless)
160.054386(supple)
170.079825(dense)
180.087719(fruity)
190.067544(grassy)
200.203509(buttery)
210.160526(sheep)
220.135088(spicy)
230.108772(soft-ripened)
240.079825(bloomy)
250.328947(soft)
260.097368(salty)
270.298246(smooth)
280.227193(pale yellow)
290.135965(tangy)
300.070175(blue-veined)
310.126316(fresh)
320.078070(sharp)
330.123684(ivory)
340.229825(white)
350.069298(open)
360.371053(natural)
370.188596(crumbly)
380.092982(yellow)
390.055263(herbaceous)
400.228947(semi-soft)
410.188596(hard)
420.060526(savory)
430.541228(artisan)
440.135088(rich)
450.064912(acidic)
460.075439(Cheddar)
470.066667(full-flavored)
480.136842(strong)
490.203509(nutty)
500.075439(cream)
510.057018(sweet, semi-hard)
520.140351(sweet, creamy)
530.160526(sweet, cow)
540.071053(sweet, firm)
550.050877(sweet, goat)
560.057018(sweet, mild)
570.060526(sweet, buttery)
580.068421(sweet, soft)
590.086842(sweet, smooth)
600.064912(sweet, pale yellow)
610.059649(sweet, white)
620.100877(sweet, natural)
630.061404(sweet, semi-soft)
640.050877(sweet, hard)
650.151754(sweet, artisan)
660.076316(sweet, nutty)
670.092982(semi-hard, creamy)
680.143860(cow, semi-hard)
690.069298(semi-hard, firm)
700.062281(semi-hard, pale yellow)
710.110526(natural, semi-hard)
720.122807(semi-hard, artisan)
730.053509(semi-hard, nutty)
740.065789(creamy, milky)
750.378070(cow, creamy)
760.074561(firm, creamy)
770.060526(Blue, creamy)
780.133333(goat, creamy)
790.057018(aromatic, creamy)
800.130702(creamy, mild)
810.060526(creamy, washed)
820.052632(earthy, creamy)
830.056140(rindless, creamy)
840.131579(creamy, buttery)
850.067544(sheep, creamy)
860.069298(creamy, spicy)
870.084211(soft-ripened, creamy)
880.066667(bloomy, creamy)
890.228070(soft, creamy)
900.193860(smooth, creamy)
910.124561(creamy, pale yellow)
920.065789(tangy, creamy)
930.056140(creamy, blue-veined)
940.091228(fresh, creamy)
950.075439(ivory, creamy)
960.149123(white, creamy)
970.184211(natural, creamy)
980.075439(crumbly, creamy)
990.151754(semi-soft, creamy)
1000.060526(hard, creamy)
1010.306140(creamy, artisan)
1020.089474(rich, creamy)
1030.067544(strong, creamy)
1040.100000(nutty, creamy)
1050.057018(cream, creamy)
1060.064035(cow, milky)
1070.054386(milky, artisan)
1080.143860(cow, firm)
1090.063158(cow, Blue)
1100.063158(cow, aromatic)
1110.126316(cow, mild)
1120.084211(cow, washed)
1130.059649(cow, earthy)
1140.057018(cow, rindless)
1150.051754(cow, dense)
1160.070175(cow, fruity)
1170.163158(cow, buttery)
1180.103509(cow, spicy)
1190.075439(cow, soft-ripened)
1200.057895(cow, bloomy)
1210.200000(cow, soft)
1220.066667(cow, salty)
1230.187719(cow, smooth)
1240.178070(cow, pale yellow)
1250.080702(cow, tangy)
1260.057895(cow, blue-veined)
1270.063158(cow, fresh)
1280.057895(cow, sharp)
1290.071930(cow, ivory)
1300.094737(cow, white)
1310.052632(cow, open)
1320.250000(natural, cow)
1330.124561(cow, crumbly)
1340.084211(cow, yellow)
1350.153509(cow, semi-soft)
1360.142982(cow, hard)
1370.331579(cow, artisan)
1380.109649(cow, rich)
1390.071053(cow, Cheddar)
1400.093860(cow, strong)
1410.142105(cow, nutty)
1420.057895(cow, cream)
1430.062281(firm, pale yellow)
1440.094737(natural, firm)
1450.064035(firm, hard)
1460.135965(firm, artisan)
1470.061404(firm, nutty)
1480.060526(Blue, blue-veined)
1490.051754(goat, mild)
1500.100877(goat, soft)
1510.071930(smooth, goat)
1520.104386(goat, white)
1530.065789(natural, goat)
1540.050000(goat, semi-soft)
1550.128070(goat, artisan)
1560.057895(aromatic, artisan)
1570.071053(soft, mild)
1580.069298(smooth, mild)
1590.058772(white, mild)
1600.077193(natural, mild)
1610.106140(mild, artisan)
1620.051754(washed, artisan)
1630.050877(dense, artisan)
1640.053509(fruity, artisan)
1650.085088(soft, buttery)
1660.064912(smooth, buttery)
1670.052632(pale yellow, buttery)
1680.063158(natural, buttery)
1690.051754(semi-soft, buttery)
1700.103509(artisan, buttery)
1710.056140(nutty, buttery)
1720.074561(natural, sheep)
1730.104386(sheep, artisan)
1740.072807(natural, spicy)
1750.083333(spicy, artisan)
1760.057895(bloomy, soft-ripened)
1770.088596(soft, soft-ripened)
1780.067544(bloomy, soft)
1790.124561(smooth, soft)
1800.058772(soft, pale yellow)
1810.058772(soft, fresh)
1820.111404(soft, white)
1830.073684(natural, soft)
1840.153509(soft, artisan)
1850.052632(salty, artisan)
1860.065789(smooth, pale yellow)
1870.088596(smooth, white)
1880.103509(natural, smooth)
1890.080702(smooth, semi-soft)
1900.169298(smooth, artisan)
1910.067544(smooth, nutty)
1920.106140(natural, pale yellow)
1930.051754(crumbly, pale yellow)
1940.050000(semi-soft, pale yellow)
1950.061404(hard, pale yellow)
1960.142982(pale yellow, artisan)
1970.053509(nutty, pale yellow)
1980.059649(natural, tangy)
1990.085965(tangy, artisan)
2000.073684(fresh, white)
2010.071930(fresh, artisan)
2020.076316(ivory, artisan)
2030.068421(natural, white)
2040.058772(semi-soft, white)
2050.132456(white, artisan)
2060.101754(natural, crumbly)
2070.072807(natural, semi-soft)
2080.103509(natural, hard)
2090.238596(natural, artisan)
2100.056140(natural, strong)
2110.091228(natural, nutty)
2120.084211(crumbly, hard)
2130.122807(crumbly, artisan)
2140.051754(crumbly, nutty)
2150.126316(semi-soft, artisan)
2160.110526(hard, artisan)
2170.072807(nutty, hard)
2180.079825(rich, artisan)
2190.050877(Cheddar, artisan)
2200.078947(strong, artisan)
2210.121053(nutty, artisan)
2220.091228(sweet, cow, creamy)
2230.057895(sweet, smooth, creamy)
2240.083333(sweet, creamy, artisan)
2250.051754(sweet, smooth, cow)
2260.052632(sweet, cow, pale yellow)
2270.065789(sweet, cow, natural)
2280.086842(sweet, cow, artisan)
2290.054386(sweet, cow, nutty)
2300.054386(sweet, smooth, artisan)
2310.071930(sweet, natural, artisan)
2320.050000(sweet, nutty, artisan)
2330.073684(cow, semi-hard, creamy)
2340.061404(natural, semi-hard, creamy)
2350.064035(semi-hard, creamy, artisan)
2360.052632(cow, semi-hard, firm)
2370.053509(cow, semi-hard, pale yellow)
2380.079825(cow, semi-hard, natural)
2390.085088(cow, semi-hard, artisan)
2400.077193(natural, semi-hard, artisan)
2410.050877(cow, Blue, creamy)
2420.081579(cow, creamy, mild)
2430.107895(cow, creamy, buttery)
2440.052632(cow, creamy, spicy)
2450.062281(cow, soft-ripened, creamy)
2460.050877(cow, bloomy, creamy)
2470.145614(cow, soft, creamy)
2480.130702(cow, smooth, creamy)
2490.100000(cow, creamy, pale yellow)
2500.063158(cow, white, creamy)
2510.135088(natural, cow, creamy)
2520.104386(cow, semi-soft, creamy)
2530.052632(cow, hard, creamy)
2540.192982(cow, creamy, artisan)
2550.069298(cow, rich, creamy)
2560.054386(cow, strong, creamy)
2570.074561(cow, nutty, creamy)
2580.052632(firm, creamy, artisan)
2590.064912(goat, creamy, soft)
2600.071053(goat, white, creamy)
2610.079825(goat, creamy, artisan)
2620.051754(soft, creamy, mild)
2630.050877(smooth, creamy, mild)
2640.064912(mild, creamy, artisan)
2650.068421(soft, creamy, buttery)
2660.066667(artisan, creamy, buttery)
2670.070175(soft-ripened, soft, creamy)
2680.057018(bloomy, creamy, soft)
2690.086842(smooth, soft, creamy)
2700.080702(soft, white, creamy)
2710.106140(soft, creamy, artisan)
2720.063158(smooth, white, creamy)
2730.059649(natural, smooth, creamy)
2740.057018(smooth, semi-soft, creamy)
2750.108772(smooth, creamy, artisan)
2760.054386(natural, creamy, pale yellow)
2770.076316(artisan, creamy, pale yellow)
2780.058772(fresh, white, creamy)
2790.084211(artisan, white, creamy)
2800.050877(natural, semi-soft, creamy)
2810.121053(natural, creamy, artisan)
2820.086842(semi-soft, creamy, artisan)
2830.053509(rich, creamy, artisan)
2840.060526(nutty, creamy, artisan)
2850.067544(natural, firm, cow)
2860.077193(cow, firm, artisan)
2870.050000(cow, Blue, blue-veined)
2880.055263(mild, cow, artisan)
2890.068421(cow, soft, buttery)
2900.052632(cow, smooth, buttery)
2910.050000(natural, cow, buttery)
2920.083333(cow, artisan, buttery)
2930.057018(natural, cow, spicy)
2940.059649(cow, spicy, artisan)
2950.066667(cow, soft, soft-ripened)
2960.054386(cow, bloomy, soft)
2970.076316(cow, smooth, soft)
2980.085088(cow, soft, artisan)
2990.052632(cow, smooth, pale yellow)
3000.064035(natural, smooth, cow)
3010.055263(cow, smooth, semi-soft)
3020.099123(cow, smooth, artisan)
3030.078947(natural, cow, pale yellow)
3040.110526(cow, pale yellow, artisan)
3050.069298(natural, crumbly, cow)
3060.050000(natural, cow, semi-soft)
3070.078947(natural, cow, hard)
3080.151754(natural, cow, artisan)
3090.068421(natural, cow, nutty)
3100.065789(cow, crumbly, hard)
3110.080702(cow, crumbly, artisan)
3120.072807(cow, semi-soft, artisan)
3130.082456(cow, hard, artisan)
3140.055263(cow, nutty, hard)
3150.059649(cow, rich, artisan)
3160.050877(cow, strong, artisan)
3170.081579(cow, nutty, artisan)
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antecedentsconsequentsantecedent supportconsequent supportsupportconfidenceliftrepresentativityleverageconvictionzhangs_metricjaccardcertaintykulczynski
0(sweet)(creamy)0.2543860.5605260.1403510.5517240.9842971.0-0.0022390.980364-0.0209490.208062-0.0200290.401058
1(sweet)(cow)0.2543860.6552630.1605260.6310340.9630251.0-0.0061630.934333-0.0489730.214286-0.0702820.438007
2(sweet)(artisan)0.2543860.5412280.1517540.5965521.1022191.00.0140741.1371270.1243790.2356950.1205910.438470
3(semi-hard)(cow)0.1956140.6552630.1438600.7354261.1223371.00.0156811.3029880.1355090.2034740.2325330.477485
4(semi-hard)(natural)0.1956140.3710530.1105260.5650221.5227551.00.0379431.4459310.4267800.2423080.3084040.431447
5(semi-hard)(artisan)0.1956140.5412280.1228070.6278031.1599601.00.0169351.2326040.1714360.2000000.1887090.427354
6(milky)(creamy)0.1008770.5605260.0657890.6521741.1635031.00.0092451.2634870.1562930.1104570.2085390.384772
7(cow)(creamy)0.6552630.5605260.3780700.5769751.0293441.00.0107781.0388820.0826940.4513090.0374270.625733
8(creamy)(cow)0.5605260.6552630.3780700.6744911.0293441.00.0107781.0590710.0648680.4513090.0557770.625733
9(Blue)(creamy)0.0780700.5605260.0605260.7752811.3831301.00.0167661.9556580.3004590.1047040.4886630.441631
10(goat)(creamy)0.2245610.5605260.1333330.5937501.0592721.00.0074611.0817810.0721600.2045760.0755990.415811
11(aromatic)(creamy)0.0982460.5605260.0570180.5803571.0353791.00.0019481.0472560.0378930.0947520.0451240.341039
12(mild)(creamy)0.1982460.5605260.1307020.6592921.1762021.00.0195801.2898840.1868470.2081010.2247360.446234
13(washed)(creamy)0.1087720.5605260.0605260.5564520.9927311.0-0.0004430.990813-0.0081490.099424-0.0092720.332216
14(earthy)(creamy)0.0885960.5605260.0526320.5940591.0598241.00.0029711.0826060.0619350.0882350.0763030.343978
15(rindless)(creamy)0.0894740.5605260.0561400.6274511.1193961.00.0059881.1796400.1171420.0945350.1522840.363804
16(buttery)(creamy)0.2035090.5605260.1315790.6465521.1534731.00.0175071.2433890.1670480.2080440.1957460.440647
17(spicy)(creamy)0.1350880.5605260.0692980.5129870.9151881.0-0.0064220.902386-0.0967760.110644-0.1081730.318309
18(soft-ripened)(creamy)0.1087720.5605260.0842110.7741941.3811901.00.0232411.9462410.3096700.1439280.4861890.462214
19(bloomy)(creamy)0.0798250.5605260.0666670.8351651.4899651.00.0219232.6661400.3573700.1162080.6249260.477050
20(soft)(creamy)0.3289470.5605260.2280700.6933331.2369331.00.0436871.4330660.2854450.3448280.3021960.550110
21(smooth)(creamy)0.2982460.5605260.1938600.6500001.1596241.00.0266851.2556390.1961540.2915570.2035930.497926
22(pale yellow)(creamy)0.2271930.5605260.1245610.5482630.9781211.0-0.0027860.972852-0.0281300.187831-0.0279060.385242
23(blue-veined)(creamy)0.0701750.5605260.0561400.8000001.4272301.00.0168052.1973680.3219340.0977100.5449100.450078
24(fresh)(creamy)0.1263160.5605260.0912280.7222221.2884721.00.0204251.5821050.2562560.1531660.3679310.442488
25(ivory)(creamy)0.1236840.5605260.0754390.6099291.0881361.00.0061101.1266510.0924300.1239190.1124130.372257
26(white)(creamy)0.2298250.5605260.1491230.6488551.1575821.00.0203001.2515450.1767520.2325580.2009870.457448
27(semi-soft)(creamy)0.2289470.5605260.1517540.6628351.1825231.00.0234231.3034390.2001810.2379640.2327990.466785
28(creamy)(artisan)0.5605260.5412280.3061400.5461661.0091231.00.0027681.0108800.0205720.3847850.0107630.555903
29(artisan)(creamy)0.5412280.5605260.3061400.5656401.0091231.00.0027681.0117730.0197070.3847850.0116360.555903
30(rich)(creamy)0.1350880.5605260.0894740.6623381.1816351.00.0137531.3015180.1777230.1476120.2316670.410981
31(cream)(creamy)0.0754390.5605260.0570180.7558141.3484001.00.0147321.7997490.2794630.0984850.4443670.428768
32(milky)(cow)0.1008770.6552630.0640350.6347830.9687451.0-0.0020660.943922-0.0346410.092522-0.0594090.366253
33(milky)(artisan)0.1008770.5412280.0543860.5391300.9961241.0-0.0002120.995449-0.0043090.092537-0.0045720.319808
34(firm)(cow)0.2210530.6552630.1438600.6507940.9931791.0-0.0009880.987201-0.0087400.196407-0.0129650.435169
35(Blue)(cow)0.0780700.6552630.0631580.8089891.2346011.00.0120011.8047990.2061130.0942410.4459220.452687
36(aromatic)(cow)0.0982460.6552630.0631580.6428570.9810671.0-0.0012190.965263-0.0209520.091487-0.0359870.369621
37(mild)(cow)0.1982460.6552630.1263160.6371680.9723851.0-0.0035870.950128-0.0342090.173703-0.0524890.414970
38(washed)(cow)0.1087720.6552630.0842110.7741941.1815001.00.0129361.5266920.1723670.1238710.3449890.451354
39(earthy)(cow)0.0885960.6552630.0596490.6732671.0274761.00.0015951.0551040.0293410.0871790.0522260.382149
40(rindless)(cow)0.0894740.6552630.0570180.6372550.9725181.0-0.0016110.950356-0.0301020.082908-0.0522380.362135
41(dense)(cow)0.0798250.6552630.0517540.6483520.9894521.0-0.0005520.980345-0.0114520.075738-0.0200490.363667
42(fruity)(cow)0.0877190.6552630.0701750.8000001.2208841.00.0126961.7236840.1983170.1043020.4198470.453548
43(buttery)(cow)0.2035090.6552630.1631580.8017241.2235151.00.0298061.7386730.2293590.2345520.4248490.525360
44(spicy)(cow)0.1350880.6552630.1035090.7662341.1693531.00.0149911.4747080.1674460.1507020.3218990.462099
45(soft-ripened)(cow)0.1087720.6552630.0754390.6935481.0584271.00.0041641.1249310.0619390.1095540.1110560.404338
46(bloomy)(cow)0.0798250.6552630.0578950.7252751.1068451.00.0055891.2548420.1049050.0854920.2030870.406814
47(soft)(cow)0.3289470.6552630.2000000.6080000.9278711.0-0.0155470.879431-0.1038150.255034-0.1370990.456610
48(salty)(cow)0.0973680.6552630.0666670.6846851.0449001.00.0028651.0933080.0476060.0971870.0853450.393212
49(smooth)(cow)0.2982460.6552630.1877190.6294120.9605481.0-0.0077100.930242-0.0552920.245132-0.0749890.457946
50(pale yellow)(cow)0.2271930.6552630.1780700.7837841.1961361.00.0291991.5944080.2121810.2528020.3728080.527769
51(tangy)(cow)0.1359650.6552630.0807020.5935480.9058171.0-0.0083910.848162-0.1074120.113580-0.1790200.358354
52(blue-veined)(cow)0.0701750.6552630.0578950.8250001.2590361.00.0119111.9699250.2212690.0867280.4923660.456677
53(fresh)(cow)0.1263160.6552630.0631580.5000000.7630521.0-0.0196120.689474-0.2622220.087912-0.4503820.298193
54(sharp)(cow)0.0780700.6552630.0578950.7415731.1317181.00.0067381.3339820.1262430.0857140.2503650.414963
55(ivory)(cow)0.1236840.6552630.0719300.5815600.8875221.0-0.0091160.823863-0.1263480.101737-0.2137950.345666
56(open)(cow)0.0692980.6552630.0526320.7594941.1590671.00.0072231.4333800.1474550.0783290.3023480.419907
57(natural)(cow)0.3710530.6552630.2500000.6737591.0282261.00.0068631.0566930.0436470.3220340.0536520.527642
58(crumbly)(cow)0.1885960.6552630.1245610.6604651.0079391.00.0009811.0153210.0097070.1731710.0150900.425279
59(yellow)(cow)0.0929820.6552630.0842110.9056601.3821321.00.0232833.6542110.3048240.1268160.7263430.517087
60(semi-soft)(cow)0.2289470.6552630.1535090.6704981.0232501.00.0034881.0462360.0294690.2100840.0441930.452384
61(hard)(cow)0.1885960.6552630.1429820.7581401.1570001.00.0194021.4253540.1672360.2040050.2984200.488173
62(cow)(artisan)0.6552630.5412280.3315790.5060240.9349551.0-0.0230680.928733-0.1679190.383367-0.0767350.559333
63(artisan)(cow)0.5412280.6552630.3315790.6126420.9349551.0-0.0230680.889969-0.1316760.383367-0.1236340.559333
64(rich)(cow)0.1350880.6552630.1096490.8116881.2387211.00.0211311.8306720.2228150.1610820.4537520.489512
65(Cheddar)(cow)0.0754390.6552630.0710530.9418601.4373771.00.0216205.9294740.3291170.1077130.8313510.525147
66(strong)(cow)0.1368420.6552630.0938600.6858971.0467511.00.0041921.0975300.0517440.1344220.0888630.414569
67(nutty)(cow)0.2035090.6552630.1421050.6982761.0656421.00.0087531.1425560.0773370.1982860.1247700.457572
68(cream)(cow)0.0754390.6552630.0578950.7674421.1711961.00.0084631.4823680.1580990.0860500.3254040.427898
69(firm)(artisan)0.2210530.5412280.1359650.6150791.1364511.00.0163251.1918610.1541410.2170870.1609760.433147
70(Blue)(blue-veined)0.0780700.0701750.0605260.77528111.0477531.00.0550484.1377190.9865000.6900000.7583210.818890
71(blue-veined)(Blue)0.0701750.0780700.0605260.86250011.0477531.00.0550486.7049440.9781240.6900000.8508560.818890
72(goat)(artisan)0.2245610.5412280.1280700.5703121.0537381.00.0065311.0676870.0657660.2008250.0633960.403471
73(aromatic)(artisan)0.0982460.5412280.0578950.5892861.0887941.00.0047211.1170100.0904370.0995480.1047530.348127
74(mild)(artisan)0.1982460.5412280.1061400.5353980.9892281.0-0.0011560.987452-0.0133990.167590-0.0127070.365754
75(dense)(artisan)0.0798250.5412280.0508770.6373631.1776231.00.0076741.2650980.1639160.0892310.2095480.365683
76(fruity)(artisan)0.0877190.5412280.0535090.6100001.1270661.00.0060331.1763380.1235810.0929880.1499040.354433
77(buttery)(artisan)0.2035090.5412280.1035090.5086210.9397531.0-0.0066360.933641-0.0744940.161423-0.0710750.349934
78(sheep)(artisan)0.1605260.5412280.1043860.6502731.2014771.00.0175051.3118010.1997580.1747430.2376890.421571
79(spicy)(natural)0.1350880.3710530.0728070.5389611.4525191.00.0226821.3641960.3601990.1680160.2669670.367589
80(spicy)(artisan)0.1350880.5412280.0833330.6168831.1397841.00.0102201.1974720.1417960.1405330.1649080.385427
81(bloomy)(soft-ripened)0.0798250.1087720.0578950.7252756.6678481.00.0492123.2440700.9237660.4429530.6917450.628766
82(soft-ripened)(bloomy)0.1087720.0798250.0578950.5322586.6678481.00.0492121.9672720.9537700.4429530.4916820.628766
83(soft-ripened)(soft)0.1087720.3289470.0885960.8145162.4761291.00.0528163.6178490.6689020.2537690.7235930.541925
84(bloomy)(soft)0.0798250.3289470.0675440.8461542.5723081.00.0412864.3618420.6642690.1979430.7707390.525744
85(salty)(artisan)0.0973680.5412280.0526320.5405410.9987301.0-0.0000670.998504-0.0014070.089820-0.0014990.318893
86(smooth)(artisan)0.2982460.5412280.1692980.5676471.0488131.00.0078791.0611050.0663210.2526180.0575860.440225
87(pale yellow)(artisan)0.2271930.5412280.1429820.6293441.1628071.00.0200191.2377280.1811730.2286120.1920680.446763
88(tangy)(artisan)0.1359650.5412280.0859650.6322581.1681921.00.0123771.2475380.1666320.1454010.1984210.395546
89(fresh)(white)0.1263160.2298250.0736840.5833332.5381681.00.0446541.8484210.6936320.2608700.4589980.451972
90(fresh)(artisan)0.1263160.5412280.0719300.5694441.0521341.00.0035641.0655350.0567150.1207660.0615040.351173
91(ivory)(artisan)0.1236840.5412280.0763160.6170211.1400391.00.0093741.1979040.1401750.1296570.1652090.379013
92(white)(artisan)0.2298250.5412280.1324560.5763361.0648671.00.0080691.0828670.0790930.2074180.0765260.410534
93(crumbly)(natural)0.1885960.3710530.1017540.5395351.4540661.00.0317751.3658960.3848560.2222220.2678800.406883
94(hard)(natural)0.1885960.3710530.1035090.5488371.4791361.00.0335301.3940590.3992210.2269230.2826700.413899
95(natural)(artisan)0.3710530.5412280.2385960.6430261.1880871.00.0377721.2851690.2517070.3541670.2218920.541934
96(crumbly)(artisan)0.1885960.5412280.1228070.6511631.2031211.00.0207331.3151460.2080690.2023120.2396280.439034
97(semi-soft)(artisan)0.2289470.5412280.1263160.5517241.0193931.00.0024031.0234140.0246730.1961850.0228790.392556
98(hard)(artisan)0.1885960.5412280.1105260.5860471.0828091.00.0084531.1082690.0942510.1784700.0976920.395130
99(rich)(artisan)0.1350880.5412280.0798250.5909091.0917931.00.0067111.1214420.0972070.1338240.1082910.369198
100(Cheddar)(artisan)0.0754390.5412280.0508770.6744191.2460891.00.0100481.4090850.2136030.0899220.2903200.384211
101(strong)(artisan)0.1368420.5412280.0789470.5769231.0659521.00.0048851.0843700.0716800.1317720.0778060.361395
102(nutty)(artisan)0.2035090.5412280.1210530.5948281.0990331.00.0109081.1322880.1131330.1940930.1168330.409245
103(sweet, cow)(creamy)0.1605260.5605260.0912280.5683061.0138791.00.0012491.0180210.0163070.1448470.0177020.365530
104(sweet, creamy)(cow)0.1403510.6552630.0912280.6500000.9919681.0-0.0007390.984962-0.0093310.129514-0.0152670.394612
105(sweet, smooth)(creamy)0.0868420.5605260.0578950.6666671.1893581.00.0092171.3184210.1743520.0982140.2415170.384977
106(sweet, creamy)(artisan)0.1403510.5412280.0833330.5937501.0970421.00.0073711.1292850.1029000.1392960.1144840.373860
107(sweet, artisan)(creamy)0.1517540.5605260.0833330.5491330.9796741.0-0.0017290.974730-0.0238760.132497-0.0259250.348901
108(sweet, smooth)(cow)0.0868420.6552630.0517540.5959600.9094971.0-0.0051500.853224-0.0982650.074968-0.1720260.337471
109(sweet, pale yellow)(cow)0.0649120.6552630.0526320.8108111.2373821.00.0100971.8221800.2051590.0788440.4512070.445566
110(sweet, natural)(cow)0.1008770.6552630.0657890.6521740.9952851.0-0.0003120.991118-0.0052410.095299-0.0089610.376288
111(sweet, cow)(artisan)0.1605260.5412280.0868420.5409840.9995481.0-0.0000390.999467-0.0005380.141227-0.0005330.350719
112(sweet, artisan)(cow)0.1517540.6552630.0868420.5722540.8733201.0-0.0125970.805939-0.1460340.120585-0.2407890.352392
113(sweet, nutty)(cow)0.0763160.6552630.0543860.7126441.0875691.00.0043791.1996840.0871700.0803110.1664470.397821
114(sweet, smooth)(artisan)0.0868420.5412280.0543860.6262631.1571141.00.0073851.2275250.1486940.0948010.1853530.363374
115(sweet, natural)(artisan)0.1008770.5412280.0719300.7130431.3174551.00.0173321.5987510.2679950.1261540.3745120.422972
116(sweet, nutty)(artisan)0.0763160.5412280.0500000.6551721.2105291.00.0086961.3304390.1882840.0880990.2483680.373777
117(cow, semi-hard)(creamy)0.1438600.5605260.0736840.5121950.9137751.0-0.0069530.900921-0.0992750.116829-0.1099750.321825
118(semi-hard, creamy)(cow)0.0929820.6552630.0736840.7924531.2093661.00.0127561.6610050.1908680.1092330.3979550.452451
119(natural, semi-hard)(creamy)0.1105260.5605260.0614040.5555560.9911321.0-0.0005490.988816-0.0099590.100719-0.0113110.332551
120(semi-hard, creamy)(natural)0.0929820.3710530.0614040.6603771.7797401.00.0269021.8519010.4830340.1525050.4600140.412931
121(semi-hard, creamy)(artisan)0.0929820.5412280.0640350.6886791.2724381.00.0137101.4736310.2360560.1123080.3214040.403497
122(semi-hard, artisan)(creamy)0.1228070.5605260.0640350.5214290.9302481.0-0.0048010.918303-0.0787480.103399-0.0889650.317835
123(semi-hard, firm)(cow)0.0692980.6552630.0526320.7594941.1590671.00.0072231.4333800.1474550.0783290.3023480.419907
124(semi-hard, pale yellow)(cow)0.0622810.6552630.0535090.8591551.3111601.00.0126992.4476320.2530790.0805810.5914420.470407
125(cow, semi-hard)(natural)0.1438600.3710530.0798250.5548781.4954161.00.0264451.4129780.3869570.1834680.2922750.385004
126(natural, semi-hard)(cow)0.1105260.6552630.0798250.7222221.1021871.00.0074011.2410530.1042330.1163680.1942320.422021
127(cow, semi-hard)(artisan)0.1438600.5412280.0850880.5914631.0928171.00.0072271.1229640.0992060.1418130.1095000.374338
128(semi-hard, artisan)(cow)0.1228070.6552630.0850880.6928571.0573721.00.0046171.1223990.0618560.1227850.1090510.411355
129(natural, semi-hard)(artisan)0.1105260.5412280.0771930.6984131.2904221.00.0173731.5211910.2530260.1343510.3426200.420519
130(semi-hard, artisan)(natural)0.1228070.3710530.0771930.6285711.6940221.00.0316251.6933200.4670450.1852630.4094440.418305
131(cow, Blue)(creamy)0.0631580.5605260.0508770.8055561.4371411.00.0154762.2601500.3246800.0888210.5575520.448161
132(Blue, creamy)(cow)0.0605260.6552630.0508770.8405801.2828121.00.0112172.1624400.2346660.0765170.5375590.459112
133(Blue)(cow, creamy)0.0780700.3780700.0508770.6516851.7237151.00.0213611.7855400.4554120.1255410.4399450.393128
134(cow, mild)(creamy)0.1263160.5605260.0815790.6458331.1521911.00.0107761.2408670.1511850.1347830.1941120.395687
135(creamy, mild)(cow)0.1307020.6552630.0815790.6241610.9525351.0-0.0040650.917246-0.0542150.115816-0.0902200.374330
136(cow, buttery)(creamy)0.1631580.5605260.1078950.6612901.1797671.00.0164401.2974940.1820830.1752140.2292830.426889
137(creamy, buttery)(cow)0.1315790.6552630.1078950.8200001.2514061.00.0216761.9152050.2313380.1589150.4778630.492329
138(buttery)(cow, creamy)0.2035090.3780700.1078950.5301721.4023121.00.0309541.3237410.3601950.2277780.2445650.407778
139(cow, spicy)(creamy)0.1035090.5605260.0526320.5084750.9071381.0-0.0053880.894102-0.1024850.086083-0.1184410.301186
140(creamy, spicy)(cow)0.0692980.6552630.0526320.7594941.1590671.00.0072231.4333800.1474550.0783290.3023480.419907
141(cow, soft-ripened)(creamy)0.0754390.5605260.0622810.8255811.4728681.00.0199952.5196490.3472490.1085630.6031190.468346
142(soft-ripened, creamy)(cow)0.0842110.6552630.0622810.7395831.1286811.00.0071011.3237890.1244940.0919690.2445930.417315
143(soft-ripened)(cow, creamy)0.1087720.3780700.0622810.5725811.5144821.00.0211571.4550810.3811690.1466940.3127530.368657
144(cow, bloomy)(creamy)0.0578950.5605260.0508770.8787881.5677911.00.0184263.6256580.3844150.0896450.7241880.484777
145(bloomy, creamy)(cow)0.0666670.6552630.0508770.7631581.1646591.00.0071931.4555560.1514780.0758170.3129770.420401
146(bloomy)(cow, creamy)0.0798250.3780700.0508770.6373631.6858321.00.0206981.7150190.4421120.1250000.4169160.385967
147(cow, soft)(creamy)0.2000000.5605260.1456140.7280701.2989051.00.0335091.6161290.2876510.2368050.3812380.493926
148(soft, creamy)(cow)0.2280700.6552630.1456140.6384620.9743591.0-0.0038320.953527-0.0329670.197384-0.0487380.430342
149(cow, smooth)(creamy)0.1877190.5605260.1307020.6962621.2421571.00.0254801.4468830.2400020.2116480.3088590.464719
150(smooth, creamy)(cow)0.1938600.6552630.1307020.6742081.0289121.00.0036731.0581510.0348570.1819290.0549550.436836
151(cow, pale yellow)(creamy)0.1780700.5605260.1000000.5615761.0018731.00.0001871.0023950.0022750.1565930.0023890.369990
152(creamy, pale yellow)(cow)0.1245610.6552630.1000000.8028171.2251821.00.0183801.7483080.2099460.1470970.4280180.477714
153(cow, white)(creamy)0.0947370.5605260.0631580.6666671.1893581.00.0100551.3184210.1758720.1066670.2415170.389671
154(natural, cow)(creamy)0.2500000.5605260.1350880.5403510.9640061.0-0.0050440.956107-0.0474230.200000-0.0459080.390676
155(natural, creamy)(cow)0.1842110.6552630.1350880.7333331.1191431.00.0143811.2927630.1304990.1917810.2264630.469746
156(cow, semi-soft)(creamy)0.1535090.5605260.1043860.6800001.2131461.00.0183401.3733550.2075590.1712230.2718560.433114
157(semi-soft, creamy)(cow)0.1517540.6552630.1043860.6878611.0497481.00.0049471.1044350.0558690.1485640.0945590.423583
158(hard, creamy)(cow)0.0605260.6552630.0526320.8695651.3270471.00.0129712.6429820.2623250.0793650.6216400.474943
159(cow, creamy)(artisan)0.3780700.5412280.1929820.5104410.9431161.0-0.0116400.937112-0.0884070.265700-0.0671080.433502
160(cow, artisan)(creamy)0.3315790.5605260.1929820.5820111.0383291.00.0071241.0513990.0552250.2760350.0488860.463149
161(creamy, artisan)(cow)0.3061400.6552630.1929820.6303720.9620141.0-0.0076200.932660-0.0538430.251142-0.0722020.462442
162(cow, rich)(creamy)0.1096490.5605260.0692980.6320001.1275121.00.0078371.1942220.1270190.1153280.1626350.377815
163(rich, creamy)(cow)0.0894740.6552630.0692980.7745101.1819831.00.0106691.5288330.1690930.1025970.3459060.440133
164(rich)(cow, creamy)0.1350880.3780700.0692980.5129871.3568571.00.0182261.2770290.3040800.1561260.2169330.348141
165(cow, strong)(creamy)0.0938600.5605260.0543860.5794391.0337411.00.0017751.0449710.0360210.0906430.0430350.338233
166(strong, creamy)(cow)0.0675440.6552630.0543860.8051951.2288111.00.0101271.7696490.1996940.0813650.4349160.444097
167(cow, nutty)(creamy)0.1421050.5605260.0745610.5246910.9360691.0-0.0050920.924607-0.0737400.118715-0.0815410.328856
168(nutty, creamy)(cow)0.1000000.6552630.0745610.7456141.1378851.00.0090351.3551720.1346410.1095360.2620870.429701
169(firm, creamy)(artisan)0.0745610.5412280.0526320.7058821.3042231.00.0122771.5598250.2520540.0934580.3589020.401564
170(goat, soft)(creamy)0.1008770.5605260.0649120.6434781.1479891.00.0083681.2326700.1433750.1088240.1887530.379642
171(goat, white)(creamy)0.1043860.5605260.0710530.6806721.2143451.00.0125421.3762470.1970830.1196450.2733860.403716
172(goat, creamy)(white)0.1333330.2298250.0710530.5328952.3187021.00.0404091.6488260.6562200.2432430.3935080.421028
173(goat, creamy)(artisan)0.1333330.5412280.0798250.5986841.1061591.00.0076611.1431690.1107350.1342180.1252390.373086
174(goat, artisan)(creamy)0.1280700.5605260.0798250.6232881.1119691.00.0080381.1666030.1154840.1311240.1428100.382849
175(soft, mild)(creamy)0.0710530.5605260.0517540.7283951.2994841.00.0119281.6180620.2480910.0892590.3819770.410363
176(smooth, mild)(creamy)0.0692980.5605260.0508770.7341771.3098001.00.0120341.6532580.2541360.0878790.3951340.412472
177(artisan, mild)(creamy)0.1061400.5605260.0649120.6115701.0910641.00.0054181.1314110.0933750.1078720.1161480.363688
178(soft, buttery)(creamy)0.0850880.5605260.0684210.8041241.4345871.00.0207272.2436290.3311080.1185410.5542930.463095
179(creamy, buttery)(soft)0.1315790.3289470.0684210.5200001.5808001.00.0251391.3980260.4230770.1744970.2847060.364000
180(buttery, artisan)(creamy)0.1035090.5605260.0666670.6440681.1490411.00.0086471.2347120.1446850.1116010.1900940.381502
181(creamy, buttery)(artisan)0.1315790.5412280.0666670.5066670.9361431.0-0.0045480.929943-0.0728280.109986-0.0753350.314922
182(soft, soft-ripened)(creamy)0.0885960.5605260.0701750.7920791.4130991.00.0205152.1136590.3207530.1212120.5268870.458637
183(soft-ripened, creamy)(soft)0.0842110.3289470.0701750.8333332.5333331.00.0424754.0263160.6609200.2046040.7516340.523333
184(soft-ripened)(soft, creamy)0.1087720.2280700.0701750.6451612.8287841.00.0453682.1754390.7253940.2631580.5403230.476427
185(bloomy, creamy)(soft)0.0666670.3289470.0570180.8552632.6000001.00.0350884.6363640.6593410.1683940.7843140.514298
186(bloomy, soft)(creamy)0.0675440.5605260.0570180.8441561.5060061.00.0191572.8199560.3603300.0998460.6453850.472939
187(bloomy)(soft, creamy)0.0798250.2280700.0570180.7142863.1318681.00.0388122.7017540.7397520.2272730.6298700.482143
188(smooth, soft)(creamy)0.1245610.5605260.0868420.6971831.2438011.00.0170221.4512850.2239020.1451610.3109560.426056
189(soft, white)(creamy)0.1114040.5605260.0807020.7244091.2923741.00.0182571.5946620.2545920.1364990.3729080.434192
190(white, creamy)(soft)0.1491230.3289470.0807020.5411761.6451761.00.0316481.4625510.4608920.2030910.3162630.393255
191(soft, artisan)(creamy)0.1535090.5605260.1061400.6914291.2335351.00.0200951.4242200.2236540.1746030.2978610.440393
192(smooth, white)(creamy)0.0885960.5605260.0631580.7128711.2717891.00.0134971.5305810.2344800.1077840.3466530.412774
193(natural, smooth)(creamy)0.1035090.5605260.0596490.5762711.0280891.00.0016301.0371580.0304770.0986940.0358270.341344
194(smooth, semi-soft)(creamy)0.0807020.5605260.0570180.7065221.2604611.00.0117821.4974660.2247800.0975980.3322050.404122
195(smooth, creamy)(artisan)0.1938600.5412280.1087720.5610861.0366901.00.0038501.0452430.0439030.1736690.0432850.381029
196(smooth, artisan)(creamy)0.1692980.5605260.1087720.6424871.1462211.00.0138761.2292520.1535660.1751410.1864970.418270
197(natural, pale yellow)(creamy)0.1061400.5605260.0543860.5123970.9141351.0-0.0051080.901293-0.0950910.088825-0.1095170.304712
198(pale yellow, artisan)(creamy)0.1429820.5605260.0763160.5337420.9522161.0-0.0038300.942555-0.0553150.121678-0.0609460.334946
199(creamy, pale yellow)(artisan)0.1245610.5412280.0763160.6126761.1320111.00.0089001.1844660.1332090.1294640.1557370.376840
200(fresh, white)(creamy)0.0736840.5605260.0587720.7976191.4229821.00.0174702.1715170.3208960.1021340.5394920.451235
201(fresh, creamy)(white)0.0912280.2298250.0587720.6442312.8031421.00.0378052.1648170.7078310.2240800.5380670.449978
202(white, artisan)(creamy)0.1324560.5605260.0842110.6357621.1342231.00.0099651.2065550.1364070.1383290.1711940.392998
203(white, creamy)(artisan)0.1491230.5412280.0842110.5647061.0433791.00.0035011.0539360.0488620.1389290.0511750.360149
204(natural, semi-soft)(creamy)0.0728070.5605260.0508770.6987951.2466771.00.0100671.4590530.2134050.0873490.3146240.394781
205(natural, creamy)(artisan)0.1842110.5412280.1210530.6571431.2141701.00.0213531.3380850.2162230.2002900.2526630.440403
206(natural, artisan)(creamy)0.2385960.5605260.1210530.5073530.9051371.0-0.0126870.892066-0.1209930.178525-0.1209930.361658
207(semi-soft, creamy)(artisan)0.1517540.5412280.0868420.5722541.0573261.00.0047081.0725340.0639170.1432710.0676290.366354
208(semi-soft, artisan)(creamy)0.1263160.5605260.0868420.6875001.2265261.00.0160391.4063160.2113910.1447370.2889220.421215
209(rich, creamy)(artisan)0.0894740.5412280.0535090.5980391.1049671.00.0050831.1413350.1043310.0927050.1238330.348452
210(rich, artisan)(creamy)0.0798250.5605260.0535090.6703301.1958931.00.0087651.3330700.1780150.0911810.2498520.382896
211(nutty, creamy)(artisan)0.1000000.5412280.0605260.6052631.1183141.00.0064041.1622220.1175520.1042300.1395790.358547
212(nutty, artisan)(creamy)0.1210530.5605260.0605260.5000000.8920191.0-0.0073270.878947-0.1210530.097458-0.1377250.303991
213(natural, firm)(cow)0.0947370.6552630.0675440.7129631.0880561.00.0054661.2010190.0893990.0989720.1673730.408021
214(cow, firm)(artisan)0.1438600.5412280.0771930.5365850.9914221.0-0.0006680.989982-0.0100050.126984-0.0101200.339605
215(firm, artisan)(cow)0.1359650.6552630.0771930.5677420.8664331.0-0.0119000.797526-0.1514020.108108-0.2538780.342773
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224(natural, buttery)(cow)0.0631580.6552630.0500000.7916671.2081661.00.0086151.6547370.1839150.0748030.3956740.433986
225(cow, buttery)(artisan)0.1631580.5412280.0833330.5107530.9436921.0-0.0049720.937710-0.0665550.134181-0.0664280.332362
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243(smooth, artisan)(cow)0.1692980.6552630.0991230.5854920.8935221.0-0.0118120.831678-0.1254560.136638-0.2023890.368382
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246(artisan, pale yellow)(cow)0.1429820.6552630.1105260.7730061.1796881.00.0168351.5187060.1777310.1607140.3415450.470840
247(natural, crumbly)(cow)0.1017540.6552630.0692980.6810341.0393301.00.0026221.0807970.0421280.1007650.0747570.393395
248(cow, crumbly)(natural)0.1245610.3710530.0692980.5563381.4993511.00.0230791.4176270.3804320.1625510.2945960.371550
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251(cow, hard)(natural)0.1429820.3710530.0789470.5521471.4880561.00.0258931.4043620.3827020.1814520.2879330.382457
252(natural, cow)(artisan)0.2500000.5412280.1517540.6070181.1215561.00.0164471.1674110.1445090.2373110.1434030.443703
253(natural, artisan)(cow)0.2385960.6552630.1517540.6360290.9706471.0-0.0045890.947156-0.0381990.204492-0.0557930.433811
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255(cow, crumbly)(hard)0.1245610.1885960.0657890.5281692.8005241.00.0422981.7196910.7344020.2659570.4185000.438503
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261(hard, artisan)(cow)0.1105260.6552630.0824560.7460321.1385221.00.0100321.3574010.1367870.1206680.2632980.435934
262(nutty, hard)(cow)0.0728070.6552630.0552630.7590361.1583681.00.0075551.4306580.1474520.0821380.3010210.421687
263(cow, rich)(artisan)0.1096490.5412280.0596490.5440001.0051221.00.0003041.0060790.0057230.1008900.0060420.327105
264(rich, artisan)(cow)0.0798250.6552630.0596490.7472531.1403861.00.0073431.3639590.1337830.0883120.2668400.419142
265(cow, strong)(artisan)0.0938600.5412280.0508770.5420561.0015301.00.0000781.0018080.0016860.0870870.0018050.318030
266(strong, artisan)(cow)0.0789470.6552630.0508770.6444440.9834901.0-0.0008540.969572-0.0179000.074454-0.0313830.361044
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268(nutty, artisan)(cow)0.1210530.6552630.0815790.6739131.0284621.00.0022581.0571930.0314850.1174240.0540990.399206
269(natural, firm)(artisan)0.0947370.5412280.0587720.6203701.1462271.00.0074981.2084720.1409230.1018240.1725090.364480
270(goat, white)(soft)0.1043860.3289470.0543860.5210081.5838661.00.0200481.4009700.4115980.1435190.2862090.343171
271(goat, soft)(white)0.1008770.2298250.0543860.5391302.3458351.00.0312021.6711350.6380800.1968250.4016040.387886
272(goat, soft)(artisan)0.1008770.5412280.0535090.5304350.9800581.0-0.0010890.977014-0.0221300.090909-0.0235260.314650
273(goat, white)(artisan)0.1043860.5412280.0614040.5882351.0868531.00.0049071.1141600.0892260.1051050.1024630.350844
274(natural, mild)(artisan)0.0771930.5412280.0508770.6590911.2177691.00.0090981.3457310.1937850.0896450.2569090.376547
275(natural, sheep)(artisan)0.0745610.5412280.0596490.8000001.4781201.00.0192942.2938600.3495260.1072560.5640540.455105
276(sheep, artisan)(natural)0.1043860.3710530.0596490.5714291.5400201.00.0209161.4675440.3915280.1434600.3185890.366093
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278(artisan, spicy)(natural)0.0833330.3710530.0500000.6000001.6170211.00.0190791.5723680.4162680.1236440.3640170.367376
279(smooth, soft)(artisan)0.1245610.5412280.0692980.5563381.0279181.00.0018821.0340570.0310240.1161760.0329360.342188
280(soft, white)(artisan)0.1114040.5412280.0614040.5511811.0183901.00.0011091.0221760.0203220.1038580.0216950.332317
281(smooth, white)(artisan)0.0885960.5412280.0535090.6039601.1159071.00.0055581.1583990.1139650.0928460.1367400.351413
282(natural, smooth)(artisan)0.1035090.5412280.0736840.7118641.3152761.00.0176621.5922080.2673800.1290320.3719420.424004
283(natural, pale yellow)(artisan)0.1061400.5412280.0745610.7024791.2979361.00.0171151.5419830.2568030.1301680.3514850.420121
284(artisan, pale yellow)(natural)0.1429820.3710530.0745610.5214721.4053871.00.0215071.3143390.3365770.1696610.2391610.361209
285(natural, crumbly)(hard)0.1017540.1885960.0517540.5086212.6968721.00.0325641.6512770.7004770.2169120.3944080.391520
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287(crumbly, hard)(natural)0.0842110.3710530.0517540.6145831.6563241.00.0205081.6318630.4326900.1282610.3872040.377032
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292(natural, nutty)(artisan)0.0912280.5412280.0649120.7115381.3146741.00.0155371.5904090.2633830.1143740.3712310.415737
293(nutty, artisan)(natural)0.1210530.3710530.0649120.5362321.4451641.00.0199951.3561680.3504610.1519510.2626280.355586
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296(sweet, creamy, artisan)(cow)0.0833330.6552630.0500000.6000000.9156631.0-0.0046050.861842-0.0913040.072611-0.1603050.338153
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302(cow, semi-hard, artisan)(natural)0.0850880.3710530.0508770.5979381.6114651.00.0193051.5643050.4147350.1255410.3607380.367527
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306(soft, creamy, buttery)(cow)0.0684210.6552630.0561400.8205131.2521881.00.0113071.9206770.2161900.0841000.4793500.453094
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314(soft, soft-ripened, creamy)(cow)0.0701750.6552630.0570180.8125001.2399601.00.0110341.8385960.2081280.0853020.4561070.449757
315(cow, soft-ripened)(soft, creamy)0.0754390.2280700.0570180.7558143.3139531.00.0398123.1612360.7552180.2313170.6836680.502907
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318(soft-ripened)(cow, soft, creamy)0.1087720.1456140.0570180.5241943.5998831.00.0411791.7956590.8103570.2888890.4431010.457880
319(cow, smooth, soft)(creamy)0.0763160.5605260.0578950.7586211.3534081.00.0151181.8206770.2826990.1000000.4507540.430954
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345(natural, nutty)(cow, artisan)0.0912280.3315790.0500000.5480771.6529301.00.0197511.4790590.4346680.1341180.3238950.349435
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antecedentsconsequentsantecedent supportconsequent supportsupportconfidenceliftrepresentativityleverageconvictionzhangs_metricjaccardcertaintykulczynski
1(sweet)(cow)0.2543860.6552630.1605260.6310340.9630251.0-0.0061630.934333-0.0489730.214286-0.0702820.438007
3(semi-hard)(cow)0.1956140.6552630.1438600.7354261.1223371.00.0156811.3029880.1355090.2034740.2325330.477485
8(creamy)(cow)0.5605260.6552630.3780700.6744911.0293441.00.0107781.0590710.0648680.4513090.0557770.625733
32(milky)(cow)0.1008770.6552630.0640350.6347830.9687451.0-0.0020660.943922-0.0346410.092522-0.0594090.366253
34(firm)(cow)0.2210530.6552630.1438600.6507940.9931791.0-0.0009880.987201-0.0087400.196407-0.0129650.435169
.............................................
337(natural, pale yellow)(cow, artisan)0.1061400.3315790.0543860.5123971.5453231.00.0191921.3708300.3947890.1418760.2705150.338209
339(natural, hard, artisan)(cow)0.0692980.6552630.0543860.7848101.1977021.00.0089771.6020120.1773590.0811520.3757850.433904
341(natural, hard)(cow, artisan)0.1035090.3315790.0543860.5254241.5846111.00.0200651.4084590.4115270.1428570.2900040.344722
343(natural, nutty, artisan)(cow)0.0649120.6552630.0500000.7702701.1755131.00.0074651.5006190.1596720.0746070.3336080.423288
345(natural, nutty)(cow, artisan)0.0912280.3315790.0500000.5480771.6529301.00.0197511.4790590.4346680.1341180.3238950.349435
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131 rows × 14 columns

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" - ], - "text/plain": [ - " antecedents consequents antecedent support \\\n", - "1 (sweet) (cow) 0.254386 \n", - "3 (semi-hard) (cow) 0.195614 \n", - "8 (creamy) (cow) 0.560526 \n", - "32 (milky) (cow) 0.100877 \n", - "34 (firm) (cow) 0.221053 \n", - ".. ... ... ... \n", - "337 (natural, pale yellow) (cow, artisan) 0.106140 \n", - "339 (natural, hard, artisan) (cow) 0.069298 \n", - "341 (natural, hard) (cow, artisan) 0.103509 \n", - "343 (natural, nutty, artisan) (cow) 0.064912 \n", - "345 (natural, nutty) (cow, artisan) 0.091228 \n", - "\n", - " consequent support support confidence lift representativity \\\n", - "1 0.655263 0.160526 0.631034 0.963025 1.0 \n", - "3 0.655263 0.143860 0.735426 1.122337 1.0 \n", - "8 0.655263 0.378070 0.674491 1.029344 1.0 \n", - "32 0.655263 0.064035 0.634783 0.968745 1.0 \n", - "34 0.655263 0.143860 0.650794 0.993179 1.0 \n", - ".. ... ... ... ... ... \n", - "337 0.331579 0.054386 0.512397 1.545323 1.0 \n", - "339 0.655263 0.054386 0.784810 1.197702 1.0 \n", - "341 0.331579 0.054386 0.525424 1.584611 1.0 \n", - "343 0.655263 0.050000 0.770270 1.175513 1.0 \n", - "345 0.331579 0.050000 0.548077 1.652930 1.0 \n", - "\n", - " leverage conviction zhangs_metric jaccard certainty kulczynski \n", - "1 -0.006163 0.934333 -0.048973 0.214286 -0.070282 0.438007 \n", - "3 0.015681 1.302988 0.135509 0.203474 0.232533 0.477485 \n", - "8 0.010778 1.059071 0.064868 0.451309 0.055777 0.625733 \n", - "32 -0.002066 0.943922 -0.034641 0.092522 -0.059409 0.366253 \n", - "34 -0.000988 0.987201 -0.008740 0.196407 -0.012965 0.435169 \n", - ".. ... ... ... ... ... ... \n", - "337 0.019192 1.370830 0.394789 0.141876 0.270515 0.338209 \n", - "339 0.008977 1.602012 0.177359 0.081152 0.375785 0.433904 \n", - "341 0.020065 1.408459 0.411527 0.142857 0.290004 0.344722 \n", - "343 0.007465 1.500619 0.159672 0.074607 0.333608 0.423288 \n", - "345 0.019751 1.479059 0.434668 0.134118 0.323895 0.349435 \n", - "\n", - "[131 rows x 14 columns]" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "assoc_rules[assoc_rules[\"consequents\"].astype(str).str.contains(\"cow\")]" ] }, { - "cell_type": "code", - "execution_count": null, - "id": "08655466-69b6-4540-935e-bcc1aaa1d9b1", + "cell_type": "markdown", + "id": "84bf779a-36d0-4aa2-b3a2-0da9bb25fc01", "metadata": {}, - "outputs": [], - "source": [] + "source": [ + "For Pattern Mining, we only kept relevant columns (binary attributes) thus dropping RGB colors and any location based information, keeping only information relevant to the final cheese itself.\n", + "\n", + "We applied the apriori algorithm for frequent itemsets and searched for association rules.\n", + "\n", + "Est-ce que les fromages artisanaux ont souvent plus de \"goûts\" que les autres ?\n" + ] }, { "cell_type": "code",